id	sid	tid	token	lemma	pos
american_scientific_journal-7381	1	1	370	370	NUM
american_scientific_journal-7381	1	2	american	american	ADJ
american_scientific_journal-7381	1	3	academic	academic	ADJ
american_scientific_journal-7381	1	4	scientific	scientific	ADJ
american_scientific_journal-7381	1	5	research	research	NOUN
american_scientific_journal-7381	1	6	journal	journal	NOUN
american_scientific_journal-7381	1	7	for	for	ADP
american_scientific_journal-7381	1	8	engineering	engineering	NOUN
american_scientific_journal-7381	1	9	,	,	PUNCT
american_scientific_journal-7381	1	10	technology	technology	NOUN
american_scientific_journal-7381	1	11	,	,	PUNCT
american_scientific_journal-7381	1	12	and	and	CCONJ
american_scientific_journal-7381	1	13	sciences	sciences	PROPN
american_scientific_journal-7381	1	14	issn	issn	PROPN
american_scientific_journal-7381	1	15	(	(	PUNCT
american_scientific_journal-7381	1	16	print	print	NOUN
american_scientific_journal-7381	1	17	)	)	PUNCT
american_scientific_journal-7381	1	18	2313	2313	NUM
american_scientific_journal-7381	1	19	-	-	SYM
american_scientific_journal-7381	1	20	4410	4410	NUM
american_scientific_journal-7381	1	21	,	,	PUNCT
american_scientific_journal-7381	1	22	issn	issn	PROPN
american_scientific_journal-7381	1	23	(	(	PUNCT
american_scientific_journal-7381	1	24	online	online	ADJ
american_scientific_journal-7381	1	25	)	)	PUNCT
american_scientific_journal-7381	1	26	2313	2313	NUM
american_scientific_journal-7381	1	27	-	-	SYM
american_scientific_journal-7381	1	28	4402	4402	NUM
american_scientific_journal-7381	1	29	http://asrjetsjournal.org/	http://asrjetsjournal.org/	PROPN
american_scientific_journal-7381	1	30	systematic	systematic	ADJ
american_scientific_journal-7381	1	31	literature	literature	NOUN
american_scientific_journal-7381	1	32	review	review	NOUN
american_scientific_journal-7381	1	33	on	on	ADP
american_scientific_journal-7381	1	34	the	the	DET
american_scientific_journal-7381	1	35	machine	machine	NOUN
american_scientific_journal-7381	1	36	learning	learn	VERB
american_scientific_journal-7381	1	37	approach	approach	NOUN
american_scientific_journal-7381	1	38	in	in	ADP
american_scientific_journal-7381	1	39	software	software	NOUN
american_scientific_journal-7381	1	40	engineering	engineering	NOUN
american_scientific_journal-7381	1	41	marcelo	marcelo	PROPN
american_scientific_journal-7381	1	42	cerqueira	cerqueira	PROPN
american_scientific_journal-7381	1	43	a	a	PROPN
american_scientific_journal-7381	1	44	*	*	PROPN
american_scientific_journal-7381	1	45	,	,	PUNCT
american_scientific_journal-7381	1	46	paulo	paulo	PROPN
american_scientific_journal-7381	1	47	silva	silva	PROPN
american_scientific_journal-7381	1	48	b	b	PROPN
american_scientific_journal-7381	1	49	,	,	PUNCT
american_scientific_journal-7381	1	50	sergio	sergio	PROPN
american_scientific_journal-7381	1	51	fernandes	fernandes	PROPN
american_scientific_journal-7381	1	52	c	c	PROPN
american_scientific_journal-7381	1	53	a	a	DET
american_scientific_journal-7381	1	54	,	,	PUNCT
american_scientific_journal-7381	1	55	b	b	NOUN
american_scientific_journal-7381	1	56	,	,	PUNCT
american_scientific_journal-7381	1	57	c	c	PROPN
american_scientific_journal-7381	1	58	universidade	universidade	PROPN
american_scientific_journal-7381	1	59	salvador	salvador	PROPN
american_scientific_journal-7381	1	60	(	(	PUNCT
american_scientific_journal-7381	1	61	unifacs	unifacs	PROPN
american_scientific_journal-7381	1	62	)	)	PUNCT
american_scientific_journal-7381	1	63	,	,	PUNCT
american_scientific_journal-7381	1	64	av	av	PROPN
american_scientific_journal-7381	1	65	.	.	PROPN
american_scientific_journal-7381	1	66	tancredo	tancredo	PROPN
american_scientific_journal-7381	1	67	neves	neve	NOUN
american_scientific_journal-7381	1	68	,	,	PUNCT
american_scientific_journal-7381	1	69	2131	2131	NUM
american_scientific_journal-7381	1	70	,	,	PUNCT
american_scientific_journal-7381	1	71	salvador	salvador	PROPN
american_scientific_journal-7381	1	72	-	-	PUNCT
american_scientific_journal-7381	1	73	ba	ba	PROPN
american_scientific_journal-7381	1	74	cep	cep	VERB
american_scientific_journal-7381	1	75	:	:	PUNCT
american_scientific_journal-7381	1	76	41820	41820	NUM
american_scientific_journal-7381	1	77	-	-	SYM
american_scientific_journal-7381	1	78	021	021	NUM
american_scientific_journal-7381	1	79	,	,	PUNCT
american_scientific_journal-7381	1	80	brasil	brasil	PROPN
american_scientific_journal-7381	1	81	a	a	DET
american_scientific_journal-7381	1	82	email	email	NOUN
american_scientific_journal-7381	1	83	:	:	PUNCT
american_scientific_journal-7381	1	84	marcelo.cerqueira@icloud.com	marcelo.cerqueira@icloud.com	X
american_scientific_journal-7381	1	85	,	,	PUNCT
american_scientific_journal-7381	1	86	b	b	PROPN
american_scientific_journal-7381	1	87	email	email	NOUN
american_scientific_journal-7381	1	88	:	:	PUNCT
american_scientific_journal-7381	1	89	paulo.caetano@unifacs.br	paulo.caetano@unifacs.br	NOUN
american_scientific_journal-7381	1	90	,	,	PUNCT
american_scientific_journal-7381	1	91	c	c	NOUN
american_scientific_journal-7381	1	92	email	email	NOUN
american_scientific_journal-7381	1	93	:	:	PUNCT
american_scientific_journal-7381	1	94	sergiomfernandes63@gmail.com	sergiomfernandes63@gmail.com	X
american_scientific_journal-7381	1	95	abstract	abstract	ADJ
american_scientific_journal-7381	1	96	the	the	DET
american_scientific_journal-7381	1	97	application	application	NOUN
american_scientific_journal-7381	1	98	of	of	ADP
american_scientific_journal-7381	1	99	machine	machine	NOUN
american_scientific_journal-7381	1	100	learning	learn	VERB
american_scientific_journal-7381	1	101	solutions	solution	NOUN
american_scientific_journal-7381	1	102	in	in	ADP
american_scientific_journal-7381	1	103	software	software	NOUN
american_scientific_journal-7381	1	104	engineering	engineering	NOUN
american_scientific_journal-7381	1	105	tools	tool	NOUN
american_scientific_journal-7381	1	106	and	and	CCONJ
american_scientific_journal-7381	1	107	processes	process	NOUN
american_scientific_journal-7381	1	108	can	can	AUX
american_scientific_journal-7381	1	109	bring	bring	VERB
american_scientific_journal-7381	1	110	significant	significant	ADJ
american_scientific_journal-7381	1	111	benefits	benefit	NOUN
american_scientific_journal-7381	1	112	to	to	PART
american_scientific_journal-7381	1	113	software	software	VERB
american_scientific_journal-7381	1	114	engineering	engineering	NOUN
american_scientific_journal-7381	1	115	processes	process	NOUN
american_scientific_journal-7381	1	116	,	,	PUNCT
american_scientific_journal-7381	1	117	as	as	ADV
american_scientific_journal-7381	1	118	well	well	ADV
american_scientific_journal-7381	1	119	as	as	ADP
american_scientific_journal-7381	1	120	to	to	PART
american_scientific_journal-7381	1	121	processes	process	VERB
american_scientific_journal-7381	1	122	results	result	NOUN
american_scientific_journal-7381	1	123	analysis	analysis	NOUN
american_scientific_journal-7381	1	124	.	.	PUNCT
american_scientific_journal-7381	2	1	there	there	PRON
american_scientific_journal-7381	2	2	are	be	VERB
american_scientific_journal-7381	2	3	few	few	ADJ
american_scientific_journal-7381	2	4	primary	primary	ADJ
american_scientific_journal-7381	2	5	,	,	PUNCT
american_scientific_journal-7381	2	6	secondary	secondary	ADJ
american_scientific_journal-7381	2	7	,	,	PUNCT
american_scientific_journal-7381	2	8	and	and	CCONJ
american_scientific_journal-7381	2	9	tertiary	tertiary	ADJ
american_scientific_journal-7381	2	10	studies	study	NOUN
american_scientific_journal-7381	2	11	referring	refer	VERB
american_scientific_journal-7381	2	12	to	to	ADP
american_scientific_journal-7381	2	13	machine	machine	NOUN
american_scientific_journal-7381	2	14	learning	learning	NOUN
american_scientific_journal-7381	2	15	applications	application	NOUN
american_scientific_journal-7381	2	16	in	in	ADP
american_scientific_journal-7381	2	17	software	software	NOUN
american_scientific_journal-7381	2	18	engineering	engineering	NOUN
american_scientific_journal-7381	2	19	.	.	PUNCT
american_scientific_journal-7381	3	1	the	the	DET
american_scientific_journal-7381	3	2	apparent	apparent	ADJ
american_scientific_journal-7381	3	3	scarcity	scarcity	NOUN
american_scientific_journal-7381	3	4	of	of	ADP
american_scientific_journal-7381	3	5	this	this	DET
american_scientific_journal-7381	3	6	type	type	NOUN
american_scientific_journal-7381	3	7	of	of	ADP
american_scientific_journal-7381	3	8	research	research	NOUN
american_scientific_journal-7381	3	9	makes	make	VERB
american_scientific_journal-7381	3	10	it	it	PRON
american_scientific_journal-7381	3	11	difficult	difficult	ADJ
american_scientific_journal-7381	3	12	to	to	PART
american_scientific_journal-7381	3	13	develop	develop	VERB
american_scientific_journal-7381	3	14	specific	specific	ADJ
american_scientific_journal-7381	3	15	solutions	solution	NOUN
american_scientific_journal-7381	3	16	for	for	ADP
american_scientific_journal-7381	3	17	software	software	NOUN
american_scientific_journal-7381	3	18	engineering	engineering	NOUN
american_scientific_journal-7381	3	19	areas	area	NOUN
american_scientific_journal-7381	3	20	and	and	CCONJ
american_scientific_journal-7381	3	21	processes	process	NOUN
american_scientific_journal-7381	3	22	.	.	PUNCT
american_scientific_journal-7381	4	1	thus	thus	ADV
american_scientific_journal-7381	4	2	,	,	PUNCT
american_scientific_journal-7381	4	3	it	it	PRON
american_scientific_journal-7381	4	4	is	be	AUX
american_scientific_journal-7381	4	5	necessary	necessary	ADJ
american_scientific_journal-7381	4	6	to	to	PART
american_scientific_journal-7381	4	7	investigate	investigate	VERB
american_scientific_journal-7381	4	8	and	and	CCONJ
american_scientific_journal-7381	4	9	understand	understand	VERB
american_scientific_journal-7381	4	10	how	how	SCONJ
american_scientific_journal-7381	4	11	the	the	DET
american_scientific_journal-7381	4	12	use	use	NOUN
american_scientific_journal-7381	4	13	of	of	ADP
american_scientific_journal-7381	4	14	machine	machine	NOUN
american_scientific_journal-7381	4	15	learning	learning	NOUN
american_scientific_journal-7381	4	16	in	in	ADP
american_scientific_journal-7381	4	17	software	software	NOUN
american_scientific_journal-7381	4	18	engineering	engineering	NOUN
american_scientific_journal-7381	4	19	is	be	AUX
american_scientific_journal-7381	4	20	reported	report	VERB
american_scientific_journal-7381	4	21	in	in	ADP
american_scientific_journal-7381	4	22	the	the	DET
american_scientific_journal-7381	4	23	literature	literature	NOUN
american_scientific_journal-7381	4	24	.	.	PUNCT
american_scientific_journal-7381	5	1	this	this	DET
american_scientific_journal-7381	5	2	work	work	NOUN
american_scientific_journal-7381	5	3	aims	aim	VERB
american_scientific_journal-7381	5	4	to	to	PART
american_scientific_journal-7381	5	5	carry	carry	VERB
american_scientific_journal-7381	5	6	out	out	ADP
american_scientific_journal-7381	5	7	a	a	DET
american_scientific_journal-7381	5	8	systematic	systematic	ADJ
american_scientific_journal-7381	5	9	literature	literature	NOUN
american_scientific_journal-7381	5	10	review	review	NOUN
american_scientific_journal-7381	5	11	on	on	ADP
american_scientific_journal-7381	5	12	the	the	DET
american_scientific_journal-7381	5	13	machine	machine	NOUN
american_scientific_journal-7381	5	14	learning	learn	VERB
american_scientific_journal-7381	5	15	approach	approach	NOUN
american_scientific_journal-7381	5	16	in	in	ADP
american_scientific_journal-7381	5	17	software	software	NOUN
american_scientific_journal-7381	5	18	engineering	engineering	NOUN
american_scientific_journal-7381	5	19	.	.	PUNCT
american_scientific_journal-7381	6	1	the	the	DET
american_scientific_journal-7381	6	2	search	search	NOUN
american_scientific_journal-7381	6	3	strategy	strategy	NOUN
american_scientific_journal-7381	6	4	resulted	result	VERB
american_scientific_journal-7381	6	5	in	in	ADP
american_scientific_journal-7381	6	6	1725	1725	NUM
american_scientific_journal-7381	6	7	articles	article	NOUN
american_scientific_journal-7381	6	8	,	,	PUNCT
american_scientific_journal-7381	6	9	of	of	ADP
american_scientific_journal-7381	6	10	which	which	PRON
american_scientific_journal-7381	6	11	54	54	NUM
american_scientific_journal-7381	6	12	articles	article	NOUN
american_scientific_journal-7381	6	13	were	be	AUX
american_scientific_journal-7381	6	14	about	about	ADP
american_scientific_journal-7381	6	15	empirical	empirical	ADJ
american_scientific_journal-7381	6	16	studies	study	NOUN
american_scientific_journal-7381	6	17	.	.	PUNCT
american_scientific_journal-7381	7	1	the	the	DET
american_scientific_journal-7381	7	2	studies	study	NOUN
american_scientific_journal-7381	7	3	were	be	AUX
american_scientific_journal-7381	7	4	grouped	group	VERB
american_scientific_journal-7381	7	5	into	into	ADP
american_scientific_journal-7381	7	6	four	four	NUM
american_scientific_journal-7381	7	7	themes	theme	NOUN
american_scientific_journal-7381	7	8	:	:	PUNCT
american_scientific_journal-7381	7	9	the	the	DET
american_scientific_journal-7381	7	10	main	main	ADJ
american_scientific_journal-7381	7	11	machine	machine	NOUN
american_scientific_journal-7381	7	12	learning	learn	VERB
american_scientific_journal-7381	7	13	algorithms	algorithm	NOUN
american_scientific_journal-7381	7	14	and/or	and/or	CCONJ
american_scientific_journal-7381	7	15	frameworks	framework	NOUN
american_scientific_journal-7381	7	16	applied	apply	VERB
american_scientific_journal-7381	7	17	in	in	ADP
american_scientific_journal-7381	7	18	software	software	NOUN
american_scientific_journal-7381	7	19	engineering	engineering	NOUN
american_scientific_journal-7381	7	20	;	;	PUNCT
american_scientific_journal-7381	7	21	the	the	DET
american_scientific_journal-7381	7	22	software	software	NOUN
american_scientific_journal-7381	7	23	engineering	engineering	NOUN
american_scientific_journal-7381	7	24	activities	activity	NOUN
american_scientific_journal-7381	7	25	in	in	ADP
american_scientific_journal-7381	7	26	which	which	PRON
american_scientific_journal-7381	7	27	these	these	DET
american_scientific_journal-7381	7	28	algorithms	algorithm	NOUN
american_scientific_journal-7381	7	29	and/or	and/or	CCONJ
american_scientific_journal-7381	7	30	machine	machine	NOUN
american_scientific_journal-7381	7	31	learning	learn	VERB
american_scientific_journal-7381	7	32	frameworks	framework	NOUN
american_scientific_journal-7381	7	33	are	be	AUX
american_scientific_journal-7381	7	34	applied	apply	VERB
american_scientific_journal-7381	7	35	;	;	PUNCT
american_scientific_journal-7381	7	36	the	the	DET
american_scientific_journal-7381	7	37	main	main	ADJ
american_scientific_journal-7381	7	38	types	type	NOUN
american_scientific_journal-7381	7	39	of	of	ADP
american_scientific_journal-7381	7	40	application	application	NOUN
american_scientific_journal-7381	7	41	of	of	ADP
american_scientific_journal-7381	7	42	these	these	DET
american_scientific_journal-7381	7	43	algorithms	algorithm	NOUN
american_scientific_journal-7381	7	44	and/or	and/or	CCONJ
american_scientific_journal-7381	7	45	frameworks	framework	NOUN
american_scientific_journal-7381	7	46	;	;	PUNCT
american_scientific_journal-7381	7	47	and	and	CCONJ
american_scientific_journal-7381	7	48	the	the	DET
american_scientific_journal-7381	7	49	main	main	ADJ
american_scientific_journal-7381	7	50	results	result	NOUN
american_scientific_journal-7381	7	51	obtained	obtain	VERB
american_scientific_journal-7381	7	52	with	with	ADP
american_scientific_journal-7381	7	53	the	the	DET
american_scientific_journal-7381	7	54	application	application	NOUN
american_scientific_journal-7381	7	55	of	of	ADP
american_scientific_journal-7381	7	56	these	these	DET
american_scientific_journal-7381	7	57	algorithms	algorithm	NOUN
american_scientific_journal-7381	7	58	and/or	and/or	CCONJ
american_scientific_journal-7381	7	59	frameworks	framework	NOUN
american_scientific_journal-7381	7	60	.	.	PUNCT
american_scientific_journal-7381	8	1	the	the	DET
american_scientific_journal-7381	8	2	results	result	NOUN
american_scientific_journal-7381	8	3	obtained	obtain	VERB
american_scientific_journal-7381	8	4	indicate	indicate	VERB
american_scientific_journal-7381	8	5	that	that	SCONJ
american_scientific_journal-7381	8	6	the	the	DET
american_scientific_journal-7381	8	7	following	follow	VERB
american_scientific_journal-7381	8	8	algorithms	algorithm	NOUN
american_scientific_journal-7381	8	9	are	be	AUX
american_scientific_journal-7381	8	10	used	use	VERB
american_scientific_journal-7381	8	11	:	:	PUNCT
american_scientific_journal-7381	8	12	support	support	VERB
american_scientific_journal-7381	8	13	vector	vector	NOUN
american_scientific_journal-7381	8	14	machine	machine	NOUN
american_scientific_journal-7381	8	15	,	,	PUNCT
american_scientific_journal-7381	8	16	random	random	ADJ
american_scientific_journal-7381	8	17	forest	forest	NOUN
american_scientific_journal-7381	8	18	,	,	PUNCT
american_scientific_journal-7381	8	19	decision	decision	NOUN
american_scientific_journal-7381	8	20	tree	tree	NOUN
american_scientific_journal-7381	8	21	and	and	CCONJ
american_scientific_journal-7381	8	22	naive	naive	ADJ
american_scientific_journal-7381	8	23	bayes	bayes	NOUN
american_scientific_journal-7381	8	24	and	and	CCONJ
american_scientific_journal-7381	8	25	applied	apply	VERB
american_scientific_journal-7381	8	26	mainly	mainly	ADV
american_scientific_journal-7381	8	27	in	in	ADP
american_scientific_journal-7381	8	28	software	software	NOUN
american_scientific_journal-7381	8	29	testing	testing	NOUN
american_scientific_journal-7381	8	30	and	and	CCONJ
american_scientific_journal-7381	8	31	planning	planning	NOUN
american_scientific_journal-7381	8	32	activities	activity	NOUN
american_scientific_journal-7381	8	33	.	.	PUNCT
american_scientific_journal-7381	9	1	defect	defect	VERB
american_scientific_journal-7381	9	2	prediction	prediction	NOUN
american_scientific_journal-7381	9	3	and	and	CCONJ
american_scientific_journal-7381	9	4	effort	effort	NOUN
american_scientific_journal-7381	9	5	estimation	estimation	NOUN
american_scientific_journal-7381	9	6	are	be	AUX
american_scientific_journal-7381	9	7	the	the	DET
american_scientific_journal-7381	9	8	main	main	ADJ
american_scientific_journal-7381	9	9	types	type	NOUN
american_scientific_journal-7381	9	10	of	of	ADP
american_scientific_journal-7381	9	11	application	application	NOUN
american_scientific_journal-7381	9	12	of	of	ADP
american_scientific_journal-7381	9	13	these	these	DET
american_scientific_journal-7381	9	14	algorithms	algorithm	NOUN
american_scientific_journal-7381	9	15	and	and	CCONJ
american_scientific_journal-7381	9	16	improvement	improvement	NOUN
american_scientific_journal-7381	9	17	in	in	ADP
american_scientific_journal-7381	9	18	performance	performance	NOUN
american_scientific_journal-7381	9	19	and	and	CCONJ
american_scientific_journal-7381	9	20	accuracy	accuracy	NOUN
american_scientific_journal-7381	9	21	of	of	ADP
american_scientific_journal-7381	9	22	defect	defect	ADJ
american_scientific_journal-7381	9	23	prediction	prediction	NOUN
american_scientific_journal-7381	9	24	and	and	CCONJ
american_scientific_journal-7381	9	25	cost	cost	NOUN
american_scientific_journal-7381	9	26	reduction	reduction	NOUN
american_scientific_journal-7381	9	27	are	be	AUX
american_scientific_journal-7381	9	28	the	the	DET
american_scientific_journal-7381	9	29	main	main	ADJ
american_scientific_journal-7381	9	30	results	result	NOUN
american_scientific_journal-7381	9	31	obtained	obtain	VERB
american_scientific_journal-7381	9	32	with	with	ADP
american_scientific_journal-7381	9	33	the	the	DET
american_scientific_journal-7381	9	34	application	application	NOUN
american_scientific_journal-7381	9	35	of	of	ADP
american_scientific_journal-7381	9	36	these	these	DET
american_scientific_journal-7381	9	37	algorithms	algorithm	NOUN
american_scientific_journal-7381	9	38	in	in	ADP
american_scientific_journal-7381	9	39	software	software	NOUN
american_scientific_journal-7381	9	40	engineering	engineering	NOUN
american_scientific_journal-7381	9	41	.	.	PUNCT
american_scientific_journal-7381	10	1	keywords	keyword	NOUN
american_scientific_journal-7381	10	2	:	:	PUNCT
american_scientific_journal-7381	10	3	machine	machine	NOUN
american_scientific_journal-7381	10	4	learning	learning	NOUN
american_scientific_journal-7381	10	5	;	;	PUNCT
american_scientific_journal-7381	10	6	software	software	NOUN
american_scientific_journal-7381	10	7	engineering	engineering	NOUN
american_scientific_journal-7381	10	8	;	;	PUNCT
american_scientific_journal-7381	10	9	software	software	NOUN
american_scientific_journal-7381	10	10	engineering	engineering	NOUN
american_scientific_journal-7381	10	11	processes	process	NOUN
american_scientific_journal-7381	10	12	;	;	PUNCT
american_scientific_journal-7381	10	13	software	software	NOUN
american_scientific_journal-7381	10	14	engineering	engineering	NOUN
american_scientific_journal-7381	10	15	activities	activity	NOUN
american_scientific_journal-7381	10	16	;	;	PUNCT
american_scientific_journal-7381	10	17	machine	machine	NOUN
american_scientific_journal-7381	10	18	learning	learn	VERB
american_scientific_journal-7381	10	19	algorithms	algorithm	NOUN
american_scientific_journal-7381	10	20	.	.	PUNCT
american_scientific_journal-7381	11	1	-----------------------------------------------------------------------	-----------------------------------------------------------------------	PUNCT
american_scientific_journal-7381	12	1	*	*	PUNCT
american_scientific_journal-7381	12	2	corresponding	correspond	VERB
american_scientific_journal-7381	12	3	author	author	NOUN
american_scientific_journal-7381	12	4	.	.	PUNCT
american_scientific_journal-7381	13	1	http://asrjetsjournal.org/	http://asrjetsjournal.org/	PROPN
american_scientific_journal-7381	13	2	american	american	PROPN
american_scientific_journal-7381	13	3	academic	academic	PROPN
american_scientific_journal-7381	13	4	scientific	scientific	ADJ
american_scientific_journal-7381	13	5	research	research	NOUN
american_scientific_journal-7381	13	6	journal	journal	NOUN
american_scientific_journal-7381	13	7	for	for	ADP
american_scientific_journal-7381	13	8	engineering	engineering	NOUN
american_scientific_journal-7381	13	9	,	,	PUNCT
american_scientific_journal-7381	13	10	technology	technology	NOUN
american_scientific_journal-7381	13	11	,	,	PUNCT
american_scientific_journal-7381	13	12	and	and	CCONJ
american_scientific_journal-7381	13	13	sciences	science	NOUN
american_scientific_journal-7381	13	14	(	(	PUNCT
american_scientific_journal-7381	13	15	asrjets	asrjet	NOUN
american_scientific_journal-7381	13	16	)	)	PUNCT
american_scientific_journal-7381	13	17	(	(	PUNCT
american_scientific_journal-7381	13	18	2022)volume	2022)volume	NUM
american_scientific_journal-7381	13	19	85	85	NUM
american_scientific_journal-7381	13	20	,	,	PUNCT
american_scientific_journal-7381	13	21	no1	no1	NOUN
american_scientific_journal-7381	13	22	,	,	PUNCT
american_scientific_journal-7381	13	23	pp	pp	ADP
american_scientific_journal-7381	13	24	370396	370396	NUM
american_scientific_journal-7381	13	25	371	371	NUM
american_scientific_journal-7381	13	26	1	1	NUM
american_scientific_journal-7381	13	27	.	.	PUNCT
american_scientific_journal-7381	14	1	introduction	introduction	NOUN
american_scientific_journal-7381	14	2	machine	machine	NOUN
american_scientific_journal-7381	14	3	learning	learning	PROPN
american_scientific_journal-7381	14	4	(	(	PUNCT
american_scientific_journal-7381	14	5	ma	ma	PROPN
american_scientific_journal-7381	14	6	)	)	PUNCT
american_scientific_journal-7381	14	7	is	be	AUX
american_scientific_journal-7381	14	8	seen	see	VERB
american_scientific_journal-7381	14	9	by	by	ADP
american_scientific_journal-7381	14	10	some	some	DET
american_scientific_journal-7381	14	11	authors	author	NOUN
american_scientific_journal-7381	14	12	as	as	ADP
american_scientific_journal-7381	14	13	a	a	DET
american_scientific_journal-7381	14	14	statistical	statistical	ADJ
american_scientific_journal-7381	14	15	technique	technique	NOUN
american_scientific_journal-7381	14	16	overlap	overlap	NOUN
american_scientific_journal-7381	14	17	with	with	ADP
american_scientific_journal-7381	14	18	the	the	DET
american_scientific_journal-7381	14	19	following	follow	VERB
american_scientific_journal-7381	14	20	areas	area	NOUN
american_scientific_journal-7381	14	21	:	:	PUNCT
american_scientific_journal-7381	14	22	applied	apply	VERB
american_scientific_journal-7381	14	23	mathematics	mathematic	NOUN
american_scientific_journal-7381	14	24	,	,	PUNCT
american_scientific_journal-7381	14	25	information	information	NOUN
american_scientific_journal-7381	14	26	engineering	engineering	NOUN
american_scientific_journal-7381	14	27	and	and	CCONJ
american_scientific_journal-7381	14	28	biological	biological	ADJ
american_scientific_journal-7381	14	29	computing	computing	NOUN
american_scientific_journal-7381	14	30	[	[	X
american_scientific_journal-7381	14	31	1	1	NUM
american_scientific_journal-7381	14	32	]	]	PUNCT
american_scientific_journal-7381	14	33	.	.	PUNCT
american_scientific_journal-7381	15	1	according	accord	VERB
american_scientific_journal-7381	15	2	to	to	ADP
american_scientific_journal-7381	15	3	clifton	clifton	PROPN
american_scientific_journal-7381	15	4	and	and	CCONJ
american_scientific_journal-7381	15	5	his	his	PRON
american_scientific_journal-7381	15	6	colleagues	colleague	NOUN
american_scientific_journal-7381	15	7	(	(	PUNCT
american_scientific_journal-7381	15	8	2013	2013	NUM
american_scientific_journal-7381	15	9	)	)	PUNCT
american_scientific_journal-7381	15	10	,	,	PUNCT
american_scientific_journal-7381	15	11	the	the	DET
american_scientific_journal-7381	15	12	machine	machine	NOUN
american_scientific_journal-7381	15	13	learning	learn	VERB
american_scientific_journal-7381	15	14	objective	objective	NOUN
american_scientific_journal-7381	15	15	is	be	AUX
american_scientific_journal-7381	15	16	to	to	PART
american_scientific_journal-7381	15	17	identify	identify	VERB
american_scientific_journal-7381	15	18	patterns	pattern	NOUN
american_scientific_journal-7381	15	19	in	in	ADP
american_scientific_journal-7381	15	20	the	the	DET
american_scientific_journal-7381	15	21	data	datum	NOUN
american_scientific_journal-7381	15	22	and	and	CCONJ
american_scientific_journal-7381	15	23	then	then	ADV
american_scientific_journal-7381	15	24	perform	perform	VERB
american_scientific_journal-7381	15	25	inferences	inference	NOUN
american_scientific_journal-7381	15	26	using	use	VERB
american_scientific_journal-7381	15	27	these	these	DET
american_scientific_journal-7381	15	28	identified	identify	VERB
american_scientific_journal-7381	15	29	patterns	pattern	NOUN
american_scientific_journal-7381	15	30	.	.	PUNCT
american_scientific_journal-7381	16	1	in	in	ADP
american_scientific_journal-7381	16	2	recent	recent	ADJ
american_scientific_journal-7381	16	3	years	year	NOUN
american_scientific_journal-7381	16	4	,	,	PUNCT
american_scientific_journal-7381	16	5	many	many	ADJ
american_scientific_journal-7381	16	6	innovations	innovation	NOUN
american_scientific_journal-7381	16	7	have	have	AUX
american_scientific_journal-7381	16	8	been	be	AUX
american_scientific_journal-7381	16	9	created	create	VERB
american_scientific_journal-7381	16	10	using	use	VERB
american_scientific_journal-7381	16	11	machine	machine	NOUN
american_scientific_journal-7381	16	12	learning	learning	NOUN
american_scientific_journal-7381	16	13	:	:	PUNCT
american_scientific_journal-7381	16	14	autonomous	autonomous	ADJ
american_scientific_journal-7381	16	15	vehicles	vehicle	NOUN
american_scientific_journal-7381	16	16	,	,	PUNCT
american_scientific_journal-7381	16	17	voice	voice	NOUN
american_scientific_journal-7381	16	18	recognition	recognition	NOUN
american_scientific_journal-7381	16	19	,	,	PUNCT
american_scientific_journal-7381	16	20	data	data	NOUN
american_scientific_journal-7381	16	21	mining	mining	NOUN
american_scientific_journal-7381	16	22	,	,	PUNCT
american_scientific_journal-7381	16	23	biometrics	biometric	NOUN
american_scientific_journal-7381	16	24	,	,	PUNCT
american_scientific_journal-7381	16	25	among	among	ADP
american_scientific_journal-7381	16	26	other	other	ADJ
american_scientific_journal-7381	16	27	solutions	solution	NOUN
american_scientific_journal-7381	16	28	.	.	PUNCT
american_scientific_journal-7381	17	1	as	as	ADP
american_scientific_journal-7381	17	2	a	a	DET
american_scientific_journal-7381	17	3	result	result	NOUN
american_scientific_journal-7381	17	4	,	,	PUNCT
american_scientific_journal-7381	17	5	the	the	DET
american_scientific_journal-7381	17	6	demand	demand	NOUN
american_scientific_journal-7381	17	7	for	for	ADP
american_scientific_journal-7381	17	8	intelligent	intelligent	ADJ
american_scientific_journal-7381	17	9	systems	system	NOUN
american_scientific_journal-7381	17	10	had	have	VERB
american_scientific_journal-7381	17	11	a	a	DET
american_scientific_journal-7381	17	12	relevant	relevant	ADJ
american_scientific_journal-7381	17	13	growth	growth	NOUN
american_scientific_journal-7381	17	14	in	in	ADP
american_scientific_journal-7381	17	15	the	the	DET
american_scientific_journal-7381	17	16	market	market	NOUN
american_scientific_journal-7381	17	17	and	and	CCONJ
american_scientific_journal-7381	17	18	in	in	ADP
american_scientific_journal-7381	17	19	the	the	DET
american_scientific_journal-7381	17	20	scientific	scientific	ADJ
american_scientific_journal-7381	17	21	field	field	NOUN
american_scientific_journal-7381	17	22	[	[	X
american_scientific_journal-7381	17	23	2	2	NUM
american_scientific_journal-7381	17	24	]	]	PUNCT
american_scientific_journal-7381	17	25	.	.	PUNCT
american_scientific_journal-7381	18	1	these	these	DET
american_scientific_journal-7381	18	2	systems	system	NOUN
american_scientific_journal-7381	18	3	use	use	VERB
american_scientific_journal-7381	18	4	implicit	implicit	ADJ
american_scientific_journal-7381	18	5	(	(	PUNCT
american_scientific_journal-7381	18	6	not	not	PART
american_scientific_journal-7381	18	7	previously	previously	ADV
american_scientific_journal-7381	18	8	programmed	program	VERB
american_scientific_journal-7381	18	9	)	)	PUNCT
american_scientific_journal-7381	18	10	algorithms	algorithm	NOUN
american_scientific_journal-7381	18	11	for	for	ADP
american_scientific_journal-7381	18	12	pattern	pattern	NOUN
american_scientific_journal-7381	18	13	detection	detection	NOUN
american_scientific_journal-7381	18	14	that	that	PRON
american_scientific_journal-7381	18	15	involve	involve	VERB
american_scientific_journal-7381	18	16	various	various	ADJ
american_scientific_journal-7381	18	17	other	other	ADJ
american_scientific_journal-7381	18	18	disciplines	discipline	NOUN
american_scientific_journal-7381	18	19	,	,	PUNCT
american_scientific_journal-7381	18	20	e.g.	e.g.	ADV
american_scientific_journal-7381	18	21	calculus	calculus	NOUN
american_scientific_journal-7381	18	22	,	,	PUNCT
american_scientific_journal-7381	18	23	linear	linear	PROPN
american_scientific_journal-7381	18	24	algebra	algebra	PROPN
american_scientific_journal-7381	18	25	,	,	PUNCT
american_scientific_journal-7381	18	26	statistics	statistic	NOUN
american_scientific_journal-7381	18	27	,	,	PUNCT
american_scientific_journal-7381	18	28	probability	probability	NOUN
american_scientific_journal-7381	18	29	,	,	PUNCT
american_scientific_journal-7381	18	30	information	information	NOUN
american_scientific_journal-7381	18	31	theory	theory	NOUN
american_scientific_journal-7381	18	32	and	and	CCONJ
american_scientific_journal-7381	18	33	neurobiology	neurobiology	NOUN
american_scientific_journal-7381	18	34	.	.	PUNCT
american_scientific_journal-7381	19	1	these	these	DET
american_scientific_journal-7381	19	2	disciplines	discipline	NOUN
american_scientific_journal-7381	19	3	are	be	AUX
american_scientific_journal-7381	19	4	used	use	VERB
american_scientific_journal-7381	19	5	in	in	ADP
american_scientific_journal-7381	19	6	intelligent	intelligent	ADJ
american_scientific_journal-7381	19	7	algorithms	algorithm	NOUN
american_scientific_journal-7381	19	8	build	build	VERB
american_scientific_journal-7381	19	9	and	and	CCONJ
american_scientific_journal-7381	19	10	are	be	AUX
american_scientific_journal-7381	19	11	part	part	NOUN
american_scientific_journal-7381	19	12	of	of	ADP
american_scientific_journal-7381	19	13	the	the	DET
american_scientific_journal-7381	19	14	machine	machine	NOUN
american_scientific_journal-7381	19	15	learning	learning	NOUN
american_scientific_journal-7381	19	16	area	area	NOUN
american_scientific_journal-7381	19	17	.	.	PUNCT
american_scientific_journal-7381	20	1	according	accord	VERB
american_scientific_journal-7381	20	2	to	to	ADP
american_scientific_journal-7381	20	3	mitchell	mitchell	PROPN
american_scientific_journal-7381	20	4	(	(	PUNCT
american_scientific_journal-7381	20	5	1997	1997	NUM
american_scientific_journal-7381	20	6	)	)	PUNCT
american_scientific_journal-7381	20	7	,	,	PUNCT
american_scientific_journal-7381	20	8	machine	machine	NOUN
american_scientific_journal-7381	20	9	learning	learning	NOUN
american_scientific_journal-7381	20	10	occurs	occur	VERB
american_scientific_journal-7381	20	11	when	when	SCONJ
american_scientific_journal-7381	20	12	the	the	DET
american_scientific_journal-7381	20	13	computer	computer	NOUN
american_scientific_journal-7381	20	14	learns	learn	VERB
american_scientific_journal-7381	20	15	by	by	ADP
american_scientific_journal-7381	20	16	improving	improve	VERB
american_scientific_journal-7381	20	17	the	the	DET
american_scientific_journal-7381	20	18	performance	performance	NOUN
american_scientific_journal-7381	20	19	of	of	ADP
american_scientific_journal-7381	20	20	a	a	DET
american_scientific_journal-7381	20	21	class	class	NOUN
american_scientific_journal-7381	20	22	of	of	ADP
american_scientific_journal-7381	20	23	tasks	task	NOUN
american_scientific_journal-7381	20	24	,	,	PUNCT
american_scientific_journal-7381	20	25	which	which	PRON
american_scientific_journal-7381	20	26	are	be	AUX
american_scientific_journal-7381	20	27	measured	measure	VERB
american_scientific_journal-7381	20	28	statistically	statistically	ADV
american_scientific_journal-7381	20	29	.	.	PUNCT
american_scientific_journal-7381	21	1	the	the	DET
american_scientific_journal-7381	21	2	process	process	NOUN
american_scientific_journal-7381	21	3	of	of	ADP
american_scientific_journal-7381	21	4	learning	learn	VERB
american_scientific_journal-7381	21	5	a	a	DET
american_scientific_journal-7381	21	6	computer	computer	NOUN
american_scientific_journal-7381	21	7	program	program	NOUN
american_scientific_journal-7381	21	8	involves	involve	VERB
american_scientific_journal-7381	21	9	three	three	NUM
american_scientific_journal-7381	21	10	steps	step	NOUN
american_scientific_journal-7381	21	11	.	.	PUNCT
american_scientific_journal-7381	22	1	the	the	DET
american_scientific_journal-7381	22	2	first	first	ADJ
american_scientific_journal-7381	22	3	step	step	NOUN
american_scientific_journal-7381	22	4	is	be	AUX
american_scientific_journal-7381	22	5	task	task	NOUN
american_scientific_journal-7381	22	6	classes	class	NOUN
american_scientific_journal-7381	22	7	definition	definition	NOUN
american_scientific_journal-7381	22	8	that	that	PRON
american_scientific_journal-7381	22	9	will	will	AUX
american_scientific_journal-7381	22	10	be	be	AUX
american_scientific_journal-7381	22	11	learned	learn	VERB
american_scientific_journal-7381	22	12	.	.	PUNCT
american_scientific_journal-7381	23	1	the	the	DET
american_scientific_journal-7381	23	2	second	second	ADJ
american_scientific_journal-7381	23	3	step	step	NOUN
american_scientific_journal-7381	23	4	is	be	AUX
american_scientific_journal-7381	23	5	the	the	DET
american_scientific_journal-7381	23	6	measurements	measurement	NOUN
american_scientific_journal-7381	23	7	definition	definition	NOUN
american_scientific_journal-7381	23	8	that	that	PRON
american_scientific_journal-7381	23	9	will	will	AUX
american_scientific_journal-7381	23	10	be	be	AUX
american_scientific_journal-7381	23	11	performed	perform	VERB
american_scientific_journal-7381	23	12	to	to	PART
american_scientific_journal-7381	23	13	identify	identify	VERB
american_scientific_journal-7381	23	14	whether	whether	SCONJ
american_scientific_journal-7381	23	15	there	there	PRON
american_scientific_journal-7381	23	16	was	be	VERB
american_scientific_journal-7381	23	17	an	an	DET
american_scientific_journal-7381	23	18	improvement	improvement	NOUN
american_scientific_journal-7381	23	19	in	in	ADP
american_scientific_journal-7381	23	20	the	the	DET
american_scientific_journal-7381	23	21	performance	performance	NOUN
american_scientific_journal-7381	23	22	of	of	ADP
american_scientific_journal-7381	23	23	each	each	DET
american_scientific_journal-7381	23	24	task	task	NOUN
american_scientific_journal-7381	23	25	by	by	ADP
american_scientific_journal-7381	23	26	the	the	DET
american_scientific_journal-7381	23	27	computer	computer	NOUN
american_scientific_journal-7381	23	28	.	.	PUNCT
american_scientific_journal-7381	24	1	the	the	DET
american_scientific_journal-7381	24	2	third	third	ADJ
american_scientific_journal-7381	24	3	stage	stage	NOUN
american_scientific_journal-7381	24	4	is	be	AUX
american_scientific_journal-7381	24	5	the	the	DET
american_scientific_journal-7381	24	6	set	set	NOUN
american_scientific_journal-7381	24	7	of	of	ADP
american_scientific_journal-7381	24	8	trainings	training	NOUN
american_scientific_journal-7381	24	9	to	to	PART
american_scientific_journal-7381	24	10	obtain	obtain	VERB
american_scientific_journal-7381	24	11	learning	learning	NOUN
american_scientific_journal-7381	24	12	and	and	CCONJ
american_scientific_journal-7381	24	13	,	,	PUNCT
american_scientific_journal-7381	24	14	consequently	consequently	ADV
american_scientific_journal-7381	24	15	,	,	PUNCT
american_scientific_journal-7381	24	16	improve	improve	VERB
american_scientific_journal-7381	24	17	performance	performance	NOUN
american_scientific_journal-7381	24	18	.	.	PUNCT
american_scientific_journal-7381	25	1	thus	thus	ADV
american_scientific_journal-7381	25	2	,	,	PUNCT
american_scientific_journal-7381	25	3	the	the	DET
american_scientific_journal-7381	25	4	implementation	implementation	NOUN
american_scientific_journal-7381	25	5	of	of	ADP
american_scientific_journal-7381	25	6	machine	machine	NOUN
american_scientific_journal-7381	25	7	learning	learning	NOUN
american_scientific_journal-7381	25	8	involves	involve	VERB
american_scientific_journal-7381	25	9	a	a	DET
american_scientific_journal-7381	25	10	set	set	NOUN
american_scientific_journal-7381	25	11	of	of	ADP
american_scientific_journal-7381	25	12	tasks	task	NOUN
american_scientific_journal-7381	25	13	,	,	PUNCT
american_scientific_journal-7381	25	14	performance	performance	NOUN
american_scientific_journal-7381	25	15	measurement	measurement	NOUN
american_scientific_journal-7381	25	16	of	of	ADP
american_scientific_journal-7381	25	17	these	these	DET
american_scientific_journal-7381	25	18	tasks	task	NOUN
american_scientific_journal-7381	25	19	and	and	CCONJ
american_scientific_journal-7381	25	20	a	a	DET
american_scientific_journal-7381	25	21	set	set	NOUN
american_scientific_journal-7381	25	22	of	of	ADP
american_scientific_journal-7381	25	23	training	training	NOUN
american_scientific_journal-7381	25	24	to	to	PART
american_scientific_journal-7381	25	25	obtain	obtain	VERB
american_scientific_journal-7381	25	26	experience	experience	NOUN
american_scientific_journal-7381	25	27	in	in	ADP
american_scientific_journal-7381	25	28	performing	perform	VERB
american_scientific_journal-7381	25	29	these	these	DET
american_scientific_journal-7381	25	30	tasks	task	NOUN
american_scientific_journal-7381	25	31	[	[	X
american_scientific_journal-7381	25	32	2	2	NUM
american_scientific_journal-7381	25	33	]	]	PUNCT
american_scientific_journal-7381	25	34	.	.	PUNCT
american_scientific_journal-7381	26	1	the	the	DET
american_scientific_journal-7381	26	2	software	software	NOUN
american_scientific_journal-7381	26	3	engineering	engineering	NOUN
american_scientific_journal-7381	26	4	use	use	NOUN
american_scientific_journal-7381	26	5	in	in	ADP
american_scientific_journal-7381	26	6	the	the	DET
american_scientific_journal-7381	26	7	development	development	NOUN
american_scientific_journal-7381	26	8	of	of	ADP
american_scientific_journal-7381	26	9	information	information	NOUN
american_scientific_journal-7381	26	10	systems	system	NOUN
american_scientific_journal-7381	26	11	has	have	AUX
american_scientific_journal-7381	26	12	brought	bring	VERB
american_scientific_journal-7381	26	13	many	many	ADJ
american_scientific_journal-7381	26	14	benefits	benefit	NOUN
american_scientific_journal-7381	26	15	to	to	ADP
american_scientific_journal-7381	26	16	companies	company	NOUN
american_scientific_journal-7381	26	17	[	[	X
american_scientific_journal-7381	26	18	3	3	NUM
american_scientific_journal-7381	26	19	]	]	PUNCT
american_scientific_journal-7381	26	20	.	.	PUNCT
american_scientific_journal-7381	27	1	however	however	ADV
american_scientific_journal-7381	27	2	,	,	PUNCT
american_scientific_journal-7381	27	3	only	only	ADV
american_scientific_journal-7381	27	4	a	a	DET
american_scientific_journal-7381	27	5	few	few	ADJ
american_scientific_journal-7381	27	6	areas	area	NOUN
american_scientific_journal-7381	27	7	of	of	ADP
american_scientific_journal-7381	27	8	software	software	NOUN
american_scientific_journal-7381	27	9	engineering	engineering	NOUN
american_scientific_journal-7381	27	10	have	have	AUX
american_scientific_journal-7381	27	11	benefited	benefit	VERB
american_scientific_journal-7381	27	12	from	from	ADP
american_scientific_journal-7381	27	13	using	use	VERB
american_scientific_journal-7381	27	14	machine	machine	NOUN
american_scientific_journal-7381	27	15	learning	learning	NOUN
american_scientific_journal-7381	27	16	approaches	approach	NOUN
american_scientific_journal-7381	27	17	in	in	ADP
american_scientific_journal-7381	27	18	their	their	PRON
american_scientific_journal-7381	27	19	tools	tool	NOUN
american_scientific_journal-7381	27	20	and	and	CCONJ
american_scientific_journal-7381	27	21	processes	process	VERB
american_scientific_journal-7381	27	22	[	[	X
american_scientific_journal-7381	27	23	4,6	4,6	X
american_scientific_journal-7381	27	24	]	]	PUNCT
american_scientific_journal-7381	27	25	.	.	PUNCT
american_scientific_journal-7381	28	1	in	in	ADP
american_scientific_journal-7381	28	2	the	the	DET
american_scientific_journal-7381	28	3	academic	academic	ADJ
american_scientific_journal-7381	28	4	setting	setting	NOUN
american_scientific_journal-7381	28	5	,	,	PUNCT
american_scientific_journal-7381	28	6	systematic	systematic	ADJ
american_scientific_journal-7381	28	7	reviews	review	NOUN
american_scientific_journal-7381	28	8	related	relate	VERB
american_scientific_journal-7381	28	9	to	to	ADP
american_scientific_journal-7381	28	10	the	the	DET
american_scientific_journal-7381	28	11	ml	ml	X
american_scientific_journal-7381	28	12	application	application	NOUN
american_scientific_journal-7381	28	13	in	in	ADP
american_scientific_journal-7381	28	14	software	software	NOUN
american_scientific_journal-7381	28	15	engineering	engineering	NOUN
american_scientific_journal-7381	28	16	have	have	VERB
american_scientific_journal-7381	28	17	the	the	DET
american_scientific_journal-7381	28	18	main	main	ADJ
american_scientific_journal-7381	28	19	focus	focus	NOUN
american_scientific_journal-7381	28	20	on	on	ADP
american_scientific_journal-7381	28	21	testing	testing	NOUN
american_scientific_journal-7381	28	22	and	and	CCONJ
american_scientific_journal-7381	28	23	defect	defect	VERB
american_scientific_journal-7381	28	24	prediction	prediction	NOUN
american_scientific_journal-7381	28	25	activities	activity	NOUN
american_scientific_journal-7381	28	26	,	,	PUNCT
american_scientific_journal-7381	28	27	as	as	ADV
american_scientific_journal-7381	28	28	well	well	ADV
american_scientific_journal-7381	28	29	as	as	ADP
american_scientific_journal-7381	28	30	there	there	PRON
american_scientific_journal-7381	28	31	are	be	VERB
american_scientific_journal-7381	28	32	few	few	ADJ
american_scientific_journal-7381	28	33	secondary	secondary	ADJ
american_scientific_journal-7381	28	34	studies	study	NOUN
american_scientific_journal-7381	28	35	characterizing	characterize	VERB
american_scientific_journal-7381	28	36	the	the	DET
american_scientific_journal-7381	28	37	approaches	approach	NOUN
american_scientific_journal-7381	28	38	of	of	ADP
american_scientific_journal-7381	28	39	these	these	DET
american_scientific_journal-7381	28	40	applications	application	NOUN
american_scientific_journal-7381	28	41	in	in	ADP
american_scientific_journal-7381	28	42	other	other	ADJ
american_scientific_journal-7381	28	43	areas	area	NOUN
american_scientific_journal-7381	28	44	of	of	ADP
american_scientific_journal-7381	28	45	software	software	NOUN
american_scientific_journal-7381	28	46	engineering	engineering	NOUN
american_scientific_journal-7381	29	1	[	[	X
american_scientific_journal-7381	29	2	7	7	NUM
american_scientific_journal-7381	29	3	]	]	PUNCT
american_scientific_journal-7381	29	4	.	.	PUNCT
american_scientific_journal-7381	30	1	therefore	therefore	ADV
american_scientific_journal-7381	30	2	,	,	PUNCT
american_scientific_journal-7381	30	3	it	it	PRON
american_scientific_journal-7381	30	4	is	be	AUX
american_scientific_journal-7381	30	5	necessary	necessary	ADJ
american_scientific_journal-7381	30	6	to	to	PART
american_scientific_journal-7381	30	7	investigate	investigate	VERB
american_scientific_journal-7381	30	8	machine	machine	NOUN
american_scientific_journal-7381	30	9	learning	learning	NOUN
american_scientific_journal-7381	30	10	approaches	approach	NOUN
american_scientific_journal-7381	30	11	in	in	ADP
american_scientific_journal-7381	30	12	software	software	NOUN
american_scientific_journal-7381	30	13	engineering	engineering	NOUN
american_scientific_journal-7381	30	14	,	,	PUNCT
american_scientific_journal-7381	30	15	in	in	ADP
american_scientific_journal-7381	30	16	general	general	ADJ
american_scientific_journal-7381	30	17	aspects	aspect	NOUN
american_scientific_journal-7381	30	18	,	,	PUNCT
american_scientific_journal-7381	30	19	to	to	PART
american_scientific_journal-7381	30	20	understand	understand	VERB
american_scientific_journal-7381	30	21	how	how	SCONJ
american_scientific_journal-7381	30	22	the	the	DET
american_scientific_journal-7381	30	23	machine	machine	NOUN
american_scientific_journal-7381	30	24	learning	learn	VERB
american_scientific_journal-7381	30	25	use	use	NOUN
american_scientific_journal-7381	30	26	in	in	ADP
american_scientific_journal-7381	30	27	the	the	DET
american_scientific_journal-7381	30	28	software	software	NOUN
american_scientific_journal-7381	30	29	development	development	NOUN
american_scientific_journal-7381	30	30	process	process	NOUN
american_scientific_journal-7381	30	31	is	be	AUX
american_scientific_journal-7381	30	32	reported	report	VERB
american_scientific_journal-7381	30	33	in	in	ADP
american_scientific_journal-7381	30	34	the	the	DET
american_scientific_journal-7381	30	35	literature	literature	NOUN
american_scientific_journal-7381	30	36	.	.	PUNCT
american_scientific_journal-7381	31	1	this	this	DET
american_scientific_journal-7381	31	2	work	work	NOUN
american_scientific_journal-7381	31	3	has	have	VERB
american_scientific_journal-7381	31	4	as	as	ADP
american_scientific_journal-7381	31	5	general	general	ADJ
american_scientific_journal-7381	31	6	objective	objective	NOUN
american_scientific_journal-7381	31	7	a	a	DET
american_scientific_journal-7381	31	8	systematic	systematic	ADJ
american_scientific_journal-7381	31	9	literature	literature	NOUN
american_scientific_journal-7381	31	10	review	review	NOUN
american_scientific_journal-7381	31	11	on	on	ADP
american_scientific_journal-7381	31	12	the	the	DET
american_scientific_journal-7381	31	13	machine	machine	NOUN
american_scientific_journal-7381	31	14	learning	learn	VERB
american_scientific_journal-7381	31	15	approach	approach	NOUN
american_scientific_journal-7381	31	16	in	in	ADP
american_scientific_journal-7381	31	17	software	software	NOUN
american_scientific_journal-7381	31	18	engineering	engineering	NOUN
american_scientific_journal-7381	31	19	.	.	PUNCT
american_scientific_journal-7381	32	1	to	to	PART
american_scientific_journal-7381	32	2	achieve	achieve	VERB
american_scientific_journal-7381	32	3	the	the	DET
american_scientific_journal-7381	32	4	general	general	ADJ
american_scientific_journal-7381	32	5	objective	objective	NOUN
american_scientific_journal-7381	32	6	of	of	ADP
american_scientific_journal-7381	32	7	this	this	DET
american_scientific_journal-7381	32	8	work	work	NOUN
american_scientific_journal-7381	32	9	,	,	PUNCT
american_scientific_journal-7381	32	10	it	it	PRON
american_scientific_journal-7381	32	11	is	be	AUX
american_scientific_journal-7381	32	12	necessary	necessary	ADJ
american_scientific_journal-7381	32	13	to	to	PART
american_scientific_journal-7381	32	14	reach	reach	VERB
american_scientific_journal-7381	32	15	the	the	DET
american_scientific_journal-7381	32	16	following	follow	VERB
american_scientific_journal-7381	32	17	specific	specific	ADJ
american_scientific_journal-7381	32	18	objectives	objective	NOUN
american_scientific_journal-7381	32	19	:	:	PUNCT
american_scientific_journal-7381	32	20	collect	collect	NOUN
american_scientific_journal-7381	32	21	,	,	PUNCT
american_scientific_journal-7381	32	22	group	group	NOUN
american_scientific_journal-7381	32	23	,	,	PUNCT
american_scientific_journal-7381	32	24	synthesize	synthesize	VERB
american_scientific_journal-7381	32	25	and	and	CCONJ
american_scientific_journal-7381	32	26	analyze	analyze	VERB
american_scientific_journal-7381	32	27	primary	primary	ADJ
american_scientific_journal-7381	32	28	studies	study	NOUN
american_scientific_journal-7381	32	29	relevant	relevant	ADJ
american_scientific_journal-7381	32	30	to	to	ADP
american_scientific_journal-7381	32	31	the	the	DET
american_scientific_journal-7381	32	32	characterization	characterization	NOUN
american_scientific_journal-7381	32	33	of	of	ADP
american_scientific_journal-7381	32	34	ml	ml	ADP
american_scientific_journal-7381	32	35	application	application	NOUN
american_scientific_journal-7381	32	36	approaches	approach	NOUN
american_scientific_journal-7381	32	37	in	in	ADP
american_scientific_journal-7381	32	38	software	software	NOUN
american_scientific_journal-7381	32	39	engineering	engineering	NOUN
american_scientific_journal-7381	32	40	during	during	ADP
american_scientific_journal-7381	32	41	the	the	DET
american_scientific_journal-7381	32	42	period	period	NOUN
american_scientific_journal-7381	32	43	from	from	ADP
american_scientific_journal-7381	32	44	2009	2009	NUM
american_scientific_journal-7381	32	45	to	to	ADP
american_scientific_journal-7381	32	46	2021	2021	NUM
american_scientific_journal-7381	32	47	.	.	PUNCT
american_scientific_journal-7381	33	1	with	with	ADP
american_scientific_journal-7381	33	2	the	the	DET
american_scientific_journal-7381	33	3	dissemination	dissemination	NOUN
american_scientific_journal-7381	33	4	of	of	ADP
american_scientific_journal-7381	33	5	the	the	DET
american_scientific_journal-7381	33	6	results	result	NOUN
american_scientific_journal-7381	33	7	obtained	obtain	VERB
american_scientific_journal-7381	33	8	in	in	ADP
american_scientific_journal-7381	33	9	this	this	DET
american_scientific_journal-7381	33	10	study	study	NOUN
american_scientific_journal-7381	33	11	,	,	PUNCT
american_scientific_journal-7381	33	12	it	it	PRON
american_scientific_journal-7381	33	13	will	will	AUX
american_scientific_journal-7381	33	14	be	be	AUX
american_scientific_journal-7381	33	15	possible	possible	ADJ
american_scientific_journal-7381	33	16	to	to	PART
american_scientific_journal-7381	33	17	understand	understand	VERB
american_scientific_journal-7381	33	18	its	its	PRON
american_scientific_journal-7381	33	19	importance	importance	NOUN
american_scientific_journal-7381	33	20	for	for	ADP
american_scientific_journal-7381	33	21	the	the	DET
american_scientific_journal-7381	33	22	area	area	NOUN
american_scientific_journal-7381	33	23	of	of	ADP
american_scientific_journal-7381	33	24	software	software	NOUN
american_scientific_journal-7381	33	25	engineering	engineering	NOUN
american_scientific_journal-7381	33	26	,	,	PUNCT
american_scientific_journal-7381	33	27	characterizing	characterize	VERB
american_scientific_journal-7381	33	28	the	the	DET
american_scientific_journal-7381	33	29	state	state	NOUN
american_scientific_journal-7381	33	30	of	of	ADP
american_scientific_journal-7381	33	31	art	art	NOUN
american_scientific_journal-7381	33	32	of	of	ADP
american_scientific_journal-7381	33	33	the	the	DET
american_scientific_journal-7381	33	34	machine	machine	NOUN
american_scientific_journal-7381	33	35	learning	learn	VERB
american_scientific_journal-7381	33	36	approach	approach	NOUN
american_scientific_journal-7381	33	37	in	in	ADP
american_scientific_journal-7381	33	38	software	software	NOUN
american_scientific_journal-7381	33	39	engineering	engineering	NOUN
american_scientific_journal-7381	33	40	and	and	CCONJ
american_scientific_journal-7381	33	41	identifying	identify	VERB
american_scientific_journal-7381	33	42	research	research	NOUN
american_scientific_journal-7381	33	43	gaps	gap	NOUN
american_scientific_journal-7381	33	44	on	on	ADP
american_scientific_journal-7381	33	45	this	this	DET
american_scientific_journal-7381	33	46	topic	topic	NOUN
american_scientific_journal-7381	33	47	.	.	PUNCT
american_scientific_journal-7381	34	1	with	with	ADP
american_scientific_journal-7381	34	2	the	the	DET
american_scientific_journal-7381	34	3	characterization	characterization	NOUN
american_scientific_journal-7381	34	4	of	of	ADP
american_scientific_journal-7381	34	5	these	these	DET
american_scientific_journal-7381	34	6	research	research	NOUN
american_scientific_journal-7381	34	7	gaps	gap	NOUN
american_scientific_journal-7381	34	8	,	,	PUNCT
american_scientific_journal-7381	34	9	it	it	PRON
american_scientific_journal-7381	34	10	will	will	AUX
american_scientific_journal-7381	34	11	be	be	AUX
american_scientific_journal-7381	34	12	possible	possible	ADJ
american_scientific_journal-7381	34	13	to	to	PART
american_scientific_journal-7381	34	14	develop	develop	VERB
american_scientific_journal-7381	34	15	new	new	ADJ
american_scientific_journal-7381	34	16	research	research	NOUN
american_scientific_journal-7381	34	17	,	,	PUNCT
american_scientific_journal-7381	34	18	experiments	experiment	NOUN
american_scientific_journal-7381	34	19	and	and	CCONJ
american_scientific_journal-7381	34	20	more	more	ADV
american_scientific_journal-7381	34	21	specific	specific	ADJ
american_scientific_journal-7381	34	22	primary	primary	ADJ
american_scientific_journal-7381	34	23	studies	study	NOUN
american_scientific_journal-7381	34	24	to	to	PART
american_scientific_journal-7381	34	25	fill	fill	VERB
american_scientific_journal-7381	34	26	the	the	DET
american_scientific_journal-7381	34	27	spaces	space	NOUN
american_scientific_journal-7381	34	28	identified	identify	VERB
american_scientific_journal-7381	34	29	in	in	ADP
american_scientific_journal-7381	34	30	this	this	DET
american_scientific_journal-7381	34	31	work	work	NOUN
american_scientific_journal-7381	34	32	.	.	PUNCT
american_scientific_journal-7381	35	1	but	but	CCONJ
american_scientific_journal-7381	35	2	it	it	PRON
american_scientific_journal-7381	35	3	will	will	AUX
american_scientific_journal-7381	35	4	also	also	ADV
american_scientific_journal-7381	35	5	be	be	AUX
american_scientific_journal-7381	35	6	possible	possible	ADJ
american_scientific_journal-7381	35	7	to	to	PART
american_scientific_journal-7381	35	8	develop	develop	VERB
american_scientific_journal-7381	35	9	more	more	ADV
american_scientific_journal-7381	35	10	specific	specific	ADJ
american_scientific_journal-7381	35	11	machine	machine	NOUN
american_scientific_journal-7381	35	12	learning	learn	VERB
american_scientific_journal-7381	35	13	solutions	solution	NOUN
american_scientific_journal-7381	35	14	in	in	ADP
american_scientific_journal-7381	35	15	software	software	NOUN
american_scientific_journal-7381	35	16	american	american	PROPN
american_scientific_journal-7381	35	17	academic	academic	ADJ
american_scientific_journal-7381	35	18	scientific	scientific	ADJ
american_scientific_journal-7381	35	19	research	research	NOUN
american_scientific_journal-7381	35	20	journal	journal	NOUN
american_scientific_journal-7381	35	21	for	for	ADP
american_scientific_journal-7381	35	22	engineering	engineering	NOUN
american_scientific_journal-7381	35	23	,	,	PUNCT
american_scientific_journal-7381	35	24	technology	technology	NOUN
american_scientific_journal-7381	35	25	,	,	PUNCT
american_scientific_journal-7381	35	26	and	and	CCONJ
american_scientific_journal-7381	35	27	sciences	science	NOUN
american_scientific_journal-7381	35	28	(	(	PUNCT
american_scientific_journal-7381	35	29	asrjets	asrjet	NOUN
american_scientific_journal-7381	35	30	)	)	PUNCT
american_scientific_journal-7381	35	31	(	(	PUNCT
american_scientific_journal-7381	35	32	2022)volume	2022)volume	NUM
american_scientific_journal-7381	35	33	85	85	NUM
american_scientific_journal-7381	35	34	,	,	PUNCT
american_scientific_journal-7381	35	35	no1	no1	NOUN
american_scientific_journal-7381	35	36	,	,	PUNCT
american_scientific_journal-7381	35	37	pp	pp	ADP
american_scientific_journal-7381	35	38	370396	370396	NUM
american_scientific_journal-7381	35	39	372	372	NUM
american_scientific_journal-7381	35	40	engineering	engineering	NOUN
american_scientific_journal-7381	35	41	.	.	PUNCT
american_scientific_journal-7381	36	1	with	with	ADP
american_scientific_journal-7381	36	2	the	the	DET
american_scientific_journal-7381	36	3	development	development	NOUN
american_scientific_journal-7381	36	4	of	of	ADP
american_scientific_journal-7381	36	5	machine	machine	NOUN
american_scientific_journal-7381	36	6	learning	learn	VERB
american_scientific_journal-7381	36	7	solutions	solution	NOUN
american_scientific_journal-7381	36	8	in	in	ADP
american_scientific_journal-7381	36	9	software	software	NOUN
american_scientific_journal-7381	36	10	engineering	engineering	NOUN
american_scientific_journal-7381	36	11	,	,	PUNCT
american_scientific_journal-7381	36	12	we	we	PRON
american_scientific_journal-7381	36	13	will	will	AUX
american_scientific_journal-7381	36	14	be	be	AUX
american_scientific_journal-7381	36	15	able	able	ADJ
american_scientific_journal-7381	36	16	to	to	PART
american_scientific_journal-7381	36	17	obtain	obtain	VERB
american_scientific_journal-7381	36	18	the	the	DET
american_scientific_journal-7381	36	19	following	follow	VERB
american_scientific_journal-7381	36	20	benefits	benefit	NOUN
american_scientific_journal-7381	36	21	:	:	PUNCT
american_scientific_journal-7381	36	22	cost	cost	NOUN
american_scientific_journal-7381	36	23	reduction	reduction	NOUN
american_scientific_journal-7381	36	24	with	with	ADP
american_scientific_journal-7381	36	25	smarter	smart	ADJ
american_scientific_journal-7381	36	26	tools	tool	NOUN
american_scientific_journal-7381	36	27	use	use	VERB
american_scientific_journal-7381	36	28	,	,	PUNCT
american_scientific_journal-7381	36	29	improvement	improvement	NOUN
american_scientific_journal-7381	36	30	in	in	ADP
american_scientific_journal-7381	36	31	effort	effort	NOUN
american_scientific_journal-7381	36	32	estimation	estimation	NOUN
american_scientific_journal-7381	36	33	of	of	ADP
american_scientific_journal-7381	36	34	development	development	NOUN
american_scientific_journal-7381	36	35	teams	team	NOUN
american_scientific_journal-7381	36	36	,	,	PUNCT
american_scientific_journal-7381	36	37	more	more	ADV
american_scientific_journal-7381	36	38	efficient	efficient	ADJ
american_scientific_journal-7381	36	39	prediction	prediction	NOUN
american_scientific_journal-7381	36	40	of	of	ADP
american_scientific_journal-7381	36	41	codes	code	NOUN
american_scientific_journal-7381	36	42	errors	error	NOUN
american_scientific_journal-7381	36	43	,	,	PUNCT
american_scientific_journal-7381	36	44	reduction	reduction	NOUN
american_scientific_journal-7381	36	45	of	of	ADP
american_scientific_journal-7381	36	46	costs	cost	NOUN
american_scientific_journal-7381	36	47	in	in	ADP
american_scientific_journal-7381	36	48	software	software	NOUN
american_scientific_journal-7381	36	49	testing	testing	NOUN
american_scientific_journal-7381	36	50	processes	process	NOUN
american_scientific_journal-7381	36	51	and	and	CCONJ
american_scientific_journal-7381	36	52	improvement	improvement	NOUN
american_scientific_journal-7381	36	53	in	in	ADP
american_scientific_journal-7381	36	54	the	the	DET
american_scientific_journal-7381	36	55	application	application	NOUN
american_scientific_journal-7381	36	56	of	of	ADP
american_scientific_journal-7381	36	57	design	design	NOUN
american_scientific_journal-7381	36	58	patterns	pattern	NOUN
american_scientific_journal-7381	36	59	with	with	ADP
american_scientific_journal-7381	36	60	cognitive	cognitive	ADJ
american_scientific_journal-7381	36	61	analysis	analysis	NOUN
american_scientific_journal-7381	36	62	tools	tool	NOUN
american_scientific_journal-7381	36	63	.	.	PUNCT
american_scientific_journal-7381	37	1	this	this	DET
american_scientific_journal-7381	37	2	work	work	NOUN
american_scientific_journal-7381	37	3	is	be	AUX
american_scientific_journal-7381	37	4	organized	organize	VERB
american_scientific_journal-7381	37	5	from	from	ADP
american_scientific_journal-7381	37	6	this	this	DET
american_scientific_journal-7381	37	7	section	section	NOUN
american_scientific_journal-7381	37	8	.	.	PUNCT
american_scientific_journal-7381	38	1	in	in	ADP
american_scientific_journal-7381	38	2	section	section	NOUN
american_scientific_journal-7381	38	3	2	2	NUM
american_scientific_journal-7381	38	4	,	,	PUNCT
american_scientific_journal-7381	38	5	related	related	ADJ
american_scientific_journal-7381	38	6	work	work	NOUN
american_scientific_journal-7381	38	7	,	,	PUNCT
american_scientific_journal-7381	38	8	works	work	VERB
american_scientific_journal-7381	38	9	that	that	PRON
american_scientific_journal-7381	38	10	present	present	VERB
american_scientific_journal-7381	38	11	a	a	DET
american_scientific_journal-7381	38	12	literature	literature	NOUN
american_scientific_journal-7381	38	13	review	review	NOUN
american_scientific_journal-7381	38	14	on	on	ADP
american_scientific_journal-7381	38	15	machine	machine	NOUN
american_scientific_journal-7381	38	16	learning	learning	NOUN
american_scientific_journal-7381	38	17	use	use	NOUN
american_scientific_journal-7381	38	18	in	in	ADP
american_scientific_journal-7381	38	19	software	software	NOUN
american_scientific_journal-7381	38	20	engineering	engineering	NOUN
american_scientific_journal-7381	38	21	will	will	AUX
american_scientific_journal-7381	38	22	be	be	AUX
american_scientific_journal-7381	38	23	discussed	discuss	VERB
american_scientific_journal-7381	38	24	.	.	PUNCT
american_scientific_journal-7381	39	1	in	in	ADP
american_scientific_journal-7381	39	2	section	section	NOUN
american_scientific_journal-7381	39	3	3	3	NUM
american_scientific_journal-7381	39	4	,	,	PUNCT
american_scientific_journal-7381	39	5	the	the	DET
american_scientific_journal-7381	39	6	methodology	methodology	NOUN
american_scientific_journal-7381	39	7	used	use	VERB
american_scientific_journal-7381	39	8	in	in	ADP
american_scientific_journal-7381	39	9	this	this	DET
american_scientific_journal-7381	39	10	work	work	NOUN
american_scientific_journal-7381	39	11	will	will	AUX
american_scientific_journal-7381	39	12	be	be	AUX
american_scientific_journal-7381	39	13	presented	present	VERB
american_scientific_journal-7381	39	14	.	.	PUNCT
american_scientific_journal-7381	40	1	in	in	ADP
american_scientific_journal-7381	40	2	section	section	NOUN
american_scientific_journal-7381	40	3	4	4	NUM
american_scientific_journal-7381	40	4	,	,	PUNCT
american_scientific_journal-7381	40	5	the	the	DET
american_scientific_journal-7381	40	6	process	process	NOUN
american_scientific_journal-7381	40	7	of	of	ADP
american_scientific_journal-7381	40	8	selecting	select	VERB
american_scientific_journal-7381	40	9	studies	study	NOUN
american_scientific_journal-7381	40	10	and	and	CCONJ
american_scientific_journal-7381	40	11	extracting	extract	VERB
american_scientific_journal-7381	40	12	data	datum	NOUN
american_scientific_journal-7381	40	13	will	will	AUX
american_scientific_journal-7381	40	14	be	be	AUX
american_scientific_journal-7381	40	15	presented	present	VERB
american_scientific_journal-7381	40	16	.	.	PUNCT
american_scientific_journal-7381	41	1	in	in	ADP
american_scientific_journal-7381	41	2	section	section	NOUN
american_scientific_journal-7381	41	3	5	5	NUM
american_scientific_journal-7381	41	4	,	,	PUNCT
american_scientific_journal-7381	41	5	the	the	DET
american_scientific_journal-7381	41	6	results	result	NOUN
american_scientific_journal-7381	41	7	obtained	obtain	VERB
american_scientific_journal-7381	41	8	will	will	AUX
american_scientific_journal-7381	41	9	be	be	AUX
american_scientific_journal-7381	41	10	presented	present	VERB
american_scientific_journal-7381	41	11	.	.	PUNCT
american_scientific_journal-7381	42	1	finally	finally	ADV
american_scientific_journal-7381	42	2	,	,	PUNCT
american_scientific_journal-7381	42	3	in	in	ADP
american_scientific_journal-7381	42	4	section	section	NOUN
american_scientific_journal-7381	42	5	6	6	NUM
american_scientific_journal-7381	42	6	,	,	PUNCT
american_scientific_journal-7381	42	7	the	the	DET
american_scientific_journal-7381	42	8	final	final	ADJ
american_scientific_journal-7381	42	9	considerations	consideration	NOUN
american_scientific_journal-7381	42	10	of	of	ADP
american_scientific_journal-7381	42	11	this	this	DET
american_scientific_journal-7381	42	12	work	work	NOUN
american_scientific_journal-7381	42	13	are	be	AUX
american_scientific_journal-7381	42	14	presented	present	VERB
american_scientific_journal-7381	42	15	.	.	PUNCT
american_scientific_journal-7381	43	1	2	2	X
american_scientific_journal-7381	43	2	.	.	X
american_scientific_journal-7381	43	3	related	relate	VERB
american_scientific_journal-7381	43	4	work	work	NOUN
american_scientific_journal-7381	43	5	malhotra	malhotra	PROPN
american_scientific_journal-7381	43	6	(	(	PUNCT
american_scientific_journal-7381	43	7	2015	2015	NUM
american_scientific_journal-7381	43	8	)	)	PUNCT
american_scientific_journal-7381	43	9	performed	perform	VERB
american_scientific_journal-7381	43	10	a	a	DET
american_scientific_journal-7381	43	11	systematic	systematic	ADJ
american_scientific_journal-7381	43	12	literature	literature	NOUN
american_scientific_journal-7381	43	13	review	review	NOUN
american_scientific_journal-7381	43	14	(	(	PUNCT
american_scientific_journal-7381	43	15	rsl	rsl	NOUN
american_scientific_journal-7381	43	16	)	)	PUNCT
american_scientific_journal-7381	43	17	to	to	PART
american_scientific_journal-7381	43	18	identify	identify	VERB
american_scientific_journal-7381	43	19	machine	machine	NOUN
american_scientific_journal-7381	43	20	learning	learn	VERB
american_scientific_journal-7381	43	21	application	application	NOUN
american_scientific_journal-7381	43	22	in	in	ADP
american_scientific_journal-7381	43	23	predicting	predict	VERB
american_scientific_journal-7381	43	24	failures	failure	NOUN
american_scientific_journal-7381	43	25	in	in	ADP
american_scientific_journal-7381	43	26	the	the	DET
american_scientific_journal-7381	43	27	development	development	NOUN
american_scientific_journal-7381	43	28	process	process	NOUN
american_scientific_journal-7381	43	29	.	.	PUNCT
american_scientific_journal-7381	44	1	this	this	DET
american_scientific_journal-7381	44	2	study	study	NOUN
american_scientific_journal-7381	44	3	was	be	AUX
american_scientific_journal-7381	44	4	carried	carry	VERB
american_scientific_journal-7381	44	5	out	out	ADP
american_scientific_journal-7381	44	6	with	with	ADP
american_scientific_journal-7381	44	7	data	datum	NOUN
american_scientific_journal-7381	44	8	extracted	extract	VERB
american_scientific_journal-7381	44	9	during	during	ADP
american_scientific_journal-7381	44	10	the	the	DET
american_scientific_journal-7381	44	11	period	period	NOUN
american_scientific_journal-7381	44	12	from	from	ADP
american_scientific_journal-7381	44	13	1991	1991	NUM
american_scientific_journal-7381	44	14	to	to	ADP
american_scientific_journal-7381	44	15	2013	2013	NUM
american_scientific_journal-7381	44	16	.	.	PUNCT
american_scientific_journal-7381	45	1	the	the	DET
american_scientific_journal-7381	45	2	study	study	NOUN
american_scientific_journal-7381	45	3	evaluated	evaluate	VERB
american_scientific_journal-7381	45	4	the	the	DET
american_scientific_journal-7381	45	5	ability	ability	NOUN
american_scientific_journal-7381	45	6	of	of	ADP
american_scientific_journal-7381	45	7	machine	machine	NOUN
american_scientific_journal-7381	45	8	learning	learn	VERB
american_scientific_journal-7381	45	9	techniques	technique	NOUN
american_scientific_journal-7381	45	10	to	to	PART
american_scientific_journal-7381	45	11	predict	predict	VERB
american_scientific_journal-7381	45	12	software	software	NOUN
american_scientific_journal-7381	45	13	failures	failure	NOUN
american_scientific_journal-7381	45	14	.	.	PUNCT
american_scientific_journal-7381	46	1	malhotra	malhotra	PROPN
american_scientific_journal-7381	46	2	also	also	ADV
american_scientific_journal-7381	46	3	compared	compare	VERB
american_scientific_journal-7381	46	4	the	the	DET
american_scientific_journal-7381	46	5	performance	performance	NOUN
american_scientific_journal-7381	46	6	of	of	ADP
american_scientific_journal-7381	46	7	the	the	DET
american_scientific_journal-7381	46	8	techniques	technique	NOUN
american_scientific_journal-7381	46	9	found	find	VERB
american_scientific_journal-7381	46	10	that	that	SCONJ
american_scientific_journal-7381	46	11	used	use	VERB
american_scientific_journal-7381	46	12	machine	machine	NOUN
american_scientific_journal-7381	46	13	learning	learn	VERB
american_scientific_journal-7381	46	14	with	with	ADP
american_scientific_journal-7381	46	15	other	other	ADJ
american_scientific_journal-7381	46	16	techniques	technique	NOUN
american_scientific_journal-7381	46	17	using	use	VERB
american_scientific_journal-7381	46	18	statistical	statistical	ADJ
american_scientific_journal-7381	46	19	inference	inference	NOUN
american_scientific_journal-7381	46	20	.	.	PUNCT
american_scientific_journal-7381	47	1	the	the	DET
american_scientific_journal-7381	47	2	result	result	NOUN
american_scientific_journal-7381	47	3	of	of	ADP
american_scientific_journal-7381	47	4	the	the	DET
american_scientific_journal-7381	47	5	study	study	NOUN
american_scientific_journal-7381	47	6	was	be	AUX
american_scientific_journal-7381	47	7	that	that	PRON
american_scientific_journal-7381	47	8	machine	machine	NOUN
american_scientific_journal-7381	47	9	learning	learn	VERB
american_scientific_journal-7381	47	10	use	use	NOUN
american_scientific_journal-7381	47	11	in	in	ADP
american_scientific_journal-7381	47	12	software	software	NOUN
american_scientific_journal-7381	47	13	failures	failure	NOUN
american_scientific_journal-7381	47	14	prediction	prediction	NOUN
american_scientific_journal-7381	47	15	contributes	contribute	VERB
american_scientific_journal-7381	47	16	substantially	substantially	ADV
american_scientific_journal-7381	47	17	to	to	PART
american_scientific_journal-7381	47	18	codes	code	NOUN
american_scientific_journal-7381	47	19	errors	error	NOUN
american_scientific_journal-7381	47	20	reduction	reduction	NOUN
american_scientific_journal-7381	47	21	.	.	PUNCT
american_scientific_journal-7381	48	1	furthermore	furthermore	ADV
american_scientific_journal-7381	48	2	,	,	PUNCT
american_scientific_journal-7381	48	3	the	the	DET
american_scientific_journal-7381	48	4	study	study	NOUN
american_scientific_journal-7381	48	5	came	come	VERB
american_scientific_journal-7381	48	6	to	to	ADP
american_scientific_journal-7381	48	7	the	the	DET
american_scientific_journal-7381	48	8	conclusion	conclusion	NOUN
american_scientific_journal-7381	48	9	that	that	SCONJ
american_scientific_journal-7381	48	10	the	the	DET
american_scientific_journal-7381	48	11	application	application	NOUN
american_scientific_journal-7381	48	12	of	of	ADP
american_scientific_journal-7381	48	13	machine	machine	NOUN
american_scientific_journal-7381	48	14	learning	learn	VERB
american_scientific_journal-7381	48	15	to	to	ADP
american_scientific_journal-7381	48	16	error	error	NOUN
american_scientific_journal-7381	48	17	prediction	prediction	NOUN
american_scientific_journal-7381	48	18	still	still	ADV
american_scientific_journal-7381	48	19	needs	need	VERB
american_scientific_journal-7381	48	20	further	further	ADJ
american_scientific_journal-7381	48	21	research	research	NOUN
american_scientific_journal-7381	48	22	[	[	X
american_scientific_journal-7381	48	23	8	8	NUM
american_scientific_journal-7381	48	24	]	]	PUNCT
american_scientific_journal-7381	48	25	.	.	PUNCT
american_scientific_journal-7381	49	1	wen	wen	PROPN
american_scientific_journal-7381	49	2	and	and	CCONJ
american_scientific_journal-7381	49	3	his	his	PRON
american_scientific_journal-7381	49	4	colleagues	colleague	NOUN
american_scientific_journal-7381	49	5	(	(	PUNCT
american_scientific_journal-7381	49	6	2012	2012	NUM
american_scientific_journal-7381	49	7	)	)	PUNCT
american_scientific_journal-7381	49	8	carried	carry	VERB
american_scientific_journal-7381	49	9	out	out	ADP
american_scientific_journal-7381	49	10	a	a	DET
american_scientific_journal-7381	49	11	literature	literature	NOUN
american_scientific_journal-7381	49	12	review	review	NOUN
american_scientific_journal-7381	49	13	to	to	PART
american_scientific_journal-7381	49	14	investigate	investigate	VERB
american_scientific_journal-7381	49	15	the	the	DET
american_scientific_journal-7381	49	16	prediction	prediction	NOUN
american_scientific_journal-7381	49	17	of	of	ADP
american_scientific_journal-7381	49	18	efforts	effort	NOUN
american_scientific_journal-7381	49	19	required	require	VERB
american_scientific_journal-7381	49	20	to	to	PART
american_scientific_journal-7381	49	21	develop	develop	VERB
american_scientific_journal-7381	49	22	a	a	DET
american_scientific_journal-7381	49	23	software	software	NOUN
american_scientific_journal-7381	49	24	,	,	PUNCT
american_scientific_journal-7381	49	25	using	use	VERB
american_scientific_journal-7381	49	26	machine	machine	NOUN
american_scientific_journal-7381	49	27	learning	learn	VERB
american_scientific_journal-7381	49	28	techniques	technique	NOUN
american_scientific_journal-7381	49	29	to	to	PART
american_scientific_journal-7381	49	30	improve	improve	VERB
american_scientific_journal-7381	49	31	the	the	DET
american_scientific_journal-7381	49	32	accuracy	accuracy	NOUN
american_scientific_journal-7381	49	33	of	of	ADP
american_scientific_journal-7381	49	34	the	the	DET
american_scientific_journal-7381	49	35	estimates	estimate	NOUN
american_scientific_journal-7381	49	36	.	.	PUNCT
american_scientific_journal-7381	50	1	for	for	ADP
american_scientific_journal-7381	50	2	this	this	DET
american_scientific_journal-7381	50	3	study	study	NOUN
american_scientific_journal-7381	50	4	,	,	PUNCT
american_scientific_journal-7381	50	5	data	datum	NOUN
american_scientific_journal-7381	50	6	were	be	AUX
american_scientific_journal-7381	50	7	extracted	extract	VERB
american_scientific_journal-7381	50	8	from	from	ADP
american_scientific_journal-7381	50	9	the	the	DET
american_scientific_journal-7381	50	10	period	period	NOUN
american_scientific_journal-7381	50	11	1991	1991	NUM
american_scientific_journal-7381	50	12	to	to	ADP
american_scientific_journal-7381	50	13	2010	2010	NUM
american_scientific_journal-7381	50	14	.	.	PUNCT
american_scientific_journal-7381	51	1	the	the	DET
american_scientific_journal-7381	51	2	conclusion	conclusion	NOUN
american_scientific_journal-7381	51	3	of	of	ADP
american_scientific_journal-7381	51	4	this	this	DET
american_scientific_journal-7381	51	5	study	study	NOUN
american_scientific_journal-7381	51	6	was	be	AUX
american_scientific_journal-7381	51	7	that	that	SCONJ
american_scientific_journal-7381	51	8	the	the	DET
american_scientific_journal-7381	51	9	application	application	NOUN
american_scientific_journal-7381	51	10	of	of	ADP
american_scientific_journal-7381	51	11	machine	machine	NOUN
american_scientific_journal-7381	51	12	learning	learn	VERB
american_scientific_journal-7381	51	13	for	for	ADP
american_scientific_journal-7381	51	14	effort	effort	NOUN
american_scientific_journal-7381	51	15	estimation	estimation	NOUN
american_scientific_journal-7381	51	16	in	in	ADP
american_scientific_journal-7381	51	17	software	software	NOUN
american_scientific_journal-7381	51	18	development	development	NOUN
american_scientific_journal-7381	51	19	is	be	AUX
american_scientific_journal-7381	51	20	promising	promise	VERB
american_scientific_journal-7381	51	21	.	.	PUNCT
american_scientific_journal-7381	52	1	however	however	ADV
american_scientific_journal-7381	52	2	,	,	PUNCT
american_scientific_journal-7381	52	3	this	this	DET
american_scientific_journal-7381	52	4	type	type	NOUN
american_scientific_journal-7381	52	5	of	of	ADP
american_scientific_journal-7381	52	6	study	study	NOUN
american_scientific_journal-7381	52	7	for	for	ADP
american_scientific_journal-7381	52	8	software	software	NOUN
american_scientific_journal-7381	52	9	engineering	engineering	NOUN
american_scientific_journal-7381	52	10	still	still	ADV
american_scientific_journal-7381	52	11	has	have	VERB
american_scientific_journal-7381	52	12	a	a	DET
american_scientific_journal-7381	52	13	limited	limited	ADJ
american_scientific_journal-7381	52	14	number	number	NOUN
american_scientific_journal-7381	52	15	of	of	ADP
american_scientific_journal-7381	52	16	primary	primary	ADJ
american_scientific_journal-7381	52	17	studies	study	NOUN
american_scientific_journal-7381	52	18	[	[	X
american_scientific_journal-7381	52	19	10	10	NUM
american_scientific_journal-7381	52	20	]	]	PUNCT
american_scientific_journal-7381	52	21	.	.	PUNCT
american_scientific_journal-7381	53	1	alsolai	alsolai	PROPN
american_scientific_journal-7381	53	2	and	and	CCONJ
american_scientific_journal-7381	53	3	roper	roper	NOUN
american_scientific_journal-7381	53	4	(	(	PUNCT
american_scientific_journal-7381	53	5	2019	2019	NUM
american_scientific_journal-7381	53	6	)	)	PUNCT
american_scientific_journal-7381	53	7	developed	develop	VERB
american_scientific_journal-7381	53	8	a	a	DET
american_scientific_journal-7381	53	9	literature	literature	NOUN
american_scientific_journal-7381	53	10	review	review	NOUN
american_scientific_journal-7381	53	11	to	to	PART
american_scientific_journal-7381	53	12	investigate	investigate	VERB
american_scientific_journal-7381	53	13	maintainability	maintainability	NOUN
american_scientific_journal-7381	53	14	prediction	prediction	NOUN
american_scientific_journal-7381	53	15	of	of	ADP
american_scientific_journal-7381	53	16	systems	system	NOUN
american_scientific_journal-7381	53	17	built	build	VERB
american_scientific_journal-7381	53	18	with	with	ADP
american_scientific_journal-7381	53	19	the	the	DET
american_scientific_journal-7381	53	20	object	object	NOUN
american_scientific_journal-7381	53	21	-	-	PUNCT
american_scientific_journal-7381	53	22	oriented	orient	VERB
american_scientific_journal-7381	53	23	paradigm	paradigm	NOUN
american_scientific_journal-7381	53	24	,	,	PUNCT
american_scientific_journal-7381	53	25	using	use	VERB
american_scientific_journal-7381	53	26	machine	machine	NOUN
american_scientific_journal-7381	53	27	learning	learning	NOUN
american_scientific_journal-7381	53	28	techniques	technique	NOUN
american_scientific_journal-7381	53	29	.	.	PUNCT
american_scientific_journal-7381	54	1	in	in	ADP
american_scientific_journal-7381	54	2	this	this	DET
american_scientific_journal-7381	54	3	review	review	NOUN
american_scientific_journal-7381	54	4	,	,	PUNCT
american_scientific_journal-7381	54	5	56	56	NUM
american_scientific_journal-7381	54	6	works	work	NOUN
american_scientific_journal-7381	54	7	from	from	ADP
american_scientific_journal-7381	54	8	the	the	DET
american_scientific_journal-7381	54	9	period	period	NOUN
american_scientific_journal-7381	54	10	1991	1991	NUM
american_scientific_journal-7381	54	11	to	to	ADP
american_scientific_journal-7381	54	12	2018	2018	NUM
american_scientific_journal-7381	54	13	were	be	AUX
american_scientific_journal-7381	54	14	retrieved	retrieve	VERB
american_scientific_journal-7381	54	15	[	[	PUNCT
american_scientific_journal-7381	54	16	12	12	NUM
american_scientific_journal-7381	54	17	]	]	PUNCT
american_scientific_journal-7381	54	18	.	.	PUNCT
american_scientific_journal-7381	55	1	afzal	afzal	PROPN
american_scientific_journal-7381	55	2	and	and	CCONJ
american_scientific_journal-7381	55	3	torkar	torkar	PROPN
american_scientific_journal-7381	55	4	(	(	PUNCT
american_scientific_journal-7381	55	5	2011	2011	NUM
american_scientific_journal-7381	55	6	)	)	PUNCT
american_scientific_journal-7381	55	7	conducted	conduct	VERB
american_scientific_journal-7381	55	8	a	a	DET
american_scientific_journal-7381	55	9	literature	literature	NOUN
american_scientific_journal-7381	55	10	review	review	NOUN
american_scientific_journal-7381	55	11	to	to	PART
american_scientific_journal-7381	55	12	investigate	investigate	VERB
american_scientific_journal-7381	55	13	the	the	DET
american_scientific_journal-7381	55	14	use	use	NOUN
american_scientific_journal-7381	55	15	of	of	ADP
american_scientific_journal-7381	55	16	genetic	genetic	ADJ
american_scientific_journal-7381	55	17	programming	programming	NOUN
american_scientific_journal-7381	55	18	algorithms	algorithm	NOUN
american_scientific_journal-7381	55	19	to	to	PART
american_scientific_journal-7381	55	20	predict	predict	VERB
american_scientific_journal-7381	55	21	code	code	NOUN
american_scientific_journal-7381	55	22	errors	error	NOUN
american_scientific_journal-7381	55	23	and	and	CCONJ
american_scientific_journal-7381	55	24	to	to	PART
american_scientific_journal-7381	55	25	improve	improve	VERB
american_scientific_journal-7381	55	26	software	software	NOUN
american_scientific_journal-7381	55	27	quality	quality	NOUN
american_scientific_journal-7381	55	28	.	.	PUNCT
american_scientific_journal-7381	56	1	for	for	ADP
american_scientific_journal-7381	56	2	this	this	DET
american_scientific_journal-7381	56	3	study	study	NOUN
american_scientific_journal-7381	56	4	,	,	PUNCT
american_scientific_journal-7381	56	5	papers	paper	NOUN
american_scientific_journal-7381	56	6	between	between	ADP
american_scientific_journal-7381	56	7	1995	1995	NUM
american_scientific_journal-7381	56	8	and	and	CCONJ
american_scientific_journal-7381	56	9	2008	2008	NUM
american_scientific_journal-7381	56	10	were	be	AUX
american_scientific_journal-7381	56	11	considered	consider	VERB
american_scientific_journal-7381	56	12	.	.	PUNCT
american_scientific_journal-7381	57	1	23	23	NUM
american_scientific_journal-7381	57	2	relevant	relevant	ADJ
american_scientific_journal-7381	57	3	primary	primary	ADJ
american_scientific_journal-7381	57	4	studies	study	NOUN
american_scientific_journal-7381	57	5	were	be	AUX
american_scientific_journal-7381	57	6	found	find	VERB
american_scientific_journal-7381	57	7	,	,	PUNCT
american_scientific_journal-7381	57	8	which	which	PRON
american_scientific_journal-7381	57	9	confirmed	confirm	VERB
american_scientific_journal-7381	57	10	that	that	SCONJ
american_scientific_journal-7381	57	11	the	the	DET
american_scientific_journal-7381	57	12	use	use	NOUN
american_scientific_journal-7381	57	13	of	of	ADP
american_scientific_journal-7381	57	14	genetic	genetic	ADJ
american_scientific_journal-7381	57	15	programming	programming	NOUN
american_scientific_journal-7381	57	16	algorithms	algorithm	NOUN
american_scientific_journal-7381	57	17	can	can	AUX
american_scientific_journal-7381	57	18	improve	improve	VERB
american_scientific_journal-7381	57	19	code	code	NOUN
american_scientific_journal-7381	57	20	errors	error	NOUN
american_scientific_journal-7381	57	21	prediction	prediction	NOUN
american_scientific_journal-7381	57	22	,	,	PUNCT
american_scientific_journal-7381	57	23	as	as	ADV
american_scientific_journal-7381	57	24	well	well	ADV
american_scientific_journal-7381	57	25	as	as	ADP
american_scientific_journal-7381	57	26	help	help	VERB
american_scientific_journal-7381	57	27	to	to	PART
american_scientific_journal-7381	57	28	improve	improve	VERB
american_scientific_journal-7381	57	29	the	the	DET
american_scientific_journal-7381	57	30	quality	quality	NOUN
american_scientific_journal-7381	57	31	of	of	ADP
american_scientific_journal-7381	57	32	software	software	NOUN
american_scientific_journal-7381	57	33	[	[	X
american_scientific_journal-7381	57	34	13	13	NUM
american_scientific_journal-7381	57	35	]	]	PUNCT
american_scientific_journal-7381	57	36	.	.	PUNCT
american_scientific_journal-7381	58	1	from	from	ADP
american_scientific_journal-7381	58	2	the	the	DET
american_scientific_journal-7381	58	3	related	relate	VERB
american_scientific_journal-7381	58	4	works	work	NOUN
american_scientific_journal-7381	58	5	discussed	discuss	VERB
american_scientific_journal-7381	58	6	above	above	ADV
american_scientific_journal-7381	58	7	,	,	PUNCT
american_scientific_journal-7381	58	8	it	it	PRON
american_scientific_journal-7381	58	9	can	can	AUX
american_scientific_journal-7381	58	10	be	be	AUX
american_scientific_journal-7381	58	11	stated	state	VERB
american_scientific_journal-7381	58	12	that	that	SCONJ
american_scientific_journal-7381	58	13	there	there	PRON
american_scientific_journal-7381	58	14	is	be	VERB
american_scientific_journal-7381	58	15	a	a	DET
american_scientific_journal-7381	58	16	lack	lack	NOUN
american_scientific_journal-7381	58	17	of	of	ADP
american_scientific_journal-7381	58	18	works	work	NOUN
american_scientific_journal-7381	58	19	that	that	PRON
american_scientific_journal-7381	58	20	present	present	VERB
american_scientific_journal-7381	58	21	systematic	systematic	ADJ
american_scientific_journal-7381	58	22	literature	literature	NOUN
american_scientific_journal-7381	58	23	reviews	review	NOUN
american_scientific_journal-7381	58	24	to	to	PART
american_scientific_journal-7381	58	25	characterize	characterize	VERB
american_scientific_journal-7381	58	26	the	the	DET
american_scientific_journal-7381	58	27	machine	machine	NOUN
american_scientific_journal-7381	58	28	learning	learn	VERB
american_scientific_journal-7381	58	29	approach	approach	NOUN
american_scientific_journal-7381	58	30	in	in	ADP
american_scientific_journal-7381	58	31	software	software	NOUN
american_scientific_journal-7381	58	32	engineering	engineering	NOUN
american_scientific_journal-7381	58	33	.	.	PUNCT
american_scientific_journal-7381	59	1	thus	thus	ADV
american_scientific_journal-7381	59	2	,	,	PUNCT
american_scientific_journal-7381	59	3	in	in	ADP
american_scientific_journal-7381	59	4	this	this	DET
american_scientific_journal-7381	59	5	work	work	NOUN
american_scientific_journal-7381	59	6	,	,	PUNCT
american_scientific_journal-7381	59	7	relevant	relevant	ADJ
american_scientific_journal-7381	59	8	primary	primary	ADJ
american_scientific_journal-7381	59	9	studies	study	NOUN
american_scientific_journal-7381	59	10	identified	identify	VERB
american_scientific_journal-7381	59	11	in	in	ADP
american_scientific_journal-7381	59	12	academic	academic	ADJ
american_scientific_journal-7381	59	13	literature	literature	NOUN
american_scientific_journal-7381	59	14	that	that	PRON
american_scientific_journal-7381	59	15	identify	identify	VERB
american_scientific_journal-7381	59	16	the	the	DET
american_scientific_journal-7381	59	17	machine	machine	NOUN
american_scientific_journal-7381	59	18	learning	learn	VERB
american_scientific_journal-7381	59	19	approach	approach	NOUN
american_scientific_journal-7381	59	20	in	in	ADP
american_scientific_journal-7381	59	21	software	software	NOUN
american_scientific_journal-7381	59	22	engineering	engineering	NOUN
american_scientific_journal-7381	59	23	will	will	AUX
american_scientific_journal-7381	59	24	be	be	AUX
american_scientific_journal-7381	59	25	extracted	extract	VERB
american_scientific_journal-7381	59	26	,	,	PUNCT
american_scientific_journal-7381	59	27	categorized	categorize	VERB
american_scientific_journal-7381	59	28	,	,	PUNCT
american_scientific_journal-7381	59	29	and	and	CCONJ
american_scientific_journal-7381	59	30	synthesized	synthesize	VERB
american_scientific_journal-7381	59	31	.	.	PUNCT
american_scientific_journal-7381	60	1	3	3	X
american_scientific_journal-7381	60	2	.	.	X
american_scientific_journal-7381	60	3	methodology	methodology	NOUN
american_scientific_journal-7381	60	4	a	a	DET
american_scientific_journal-7381	60	5	systematic	systematic	ADJ
american_scientific_journal-7381	60	6	review	review	NOUN
american_scientific_journal-7381	60	7	protocol	protocol	NOUN
american_scientific_journal-7381	60	8	was	be	AUX
american_scientific_journal-7381	60	9	elaborated	elaborate	VERB
american_scientific_journal-7381	60	10	according	accord	VERB
american_scientific_journal-7381	60	11	to	to	ADP
american_scientific_journal-7381	60	12	the	the	DET
american_scientific_journal-7381	60	13	guidelines	guideline	NOUN
american_scientific_journal-7381	60	14	of	of	ADP
american_scientific_journal-7381	60	15	[	[	X
american_scientific_journal-7381	60	16	14	14	NUM
american_scientific_journal-7381	60	17	]	]	PUNCT
american_scientific_journal-7381	60	18	.	.	PUNCT
american_scientific_journal-7381	61	1	in	in	ADP
american_scientific_journal-7381	61	2	this	this	DET
american_scientific_journal-7381	61	3	protocol	protocol	NOUN
american_scientific_journal-7381	61	4	,	,	PUNCT
american_scientific_journal-7381	61	5	the	the	DET
american_scientific_journal-7381	61	6	work	work	NOUN
american_scientific_journal-7381	61	7	american	american	PROPN
american_scientific_journal-7381	61	8	academic	academic	ADJ
american_scientific_journal-7381	61	9	scientific	scientific	ADJ
american_scientific_journal-7381	61	10	research	research	NOUN
american_scientific_journal-7381	61	11	journal	journal	NOUN
american_scientific_journal-7381	61	12	for	for	ADP
american_scientific_journal-7381	61	13	engineering	engineering	NOUN
american_scientific_journal-7381	61	14	,	,	PUNCT
american_scientific_journal-7381	61	15	technology	technology	NOUN
american_scientific_journal-7381	61	16	,	,	PUNCT
american_scientific_journal-7381	61	17	and	and	CCONJ
american_scientific_journal-7381	61	18	sciences	science	NOUN
american_scientific_journal-7381	61	19	(	(	PUNCT
american_scientific_journal-7381	61	20	asrjets	asrjet	NOUN
american_scientific_journal-7381	61	21	)	)	PUNCT
american_scientific_journal-7381	61	22	(	(	PUNCT
american_scientific_journal-7381	61	23	2022)volume	2022)volume	NUM
american_scientific_journal-7381	61	24	85	85	NUM
american_scientific_journal-7381	61	25	,	,	PUNCT
american_scientific_journal-7381	61	26	no1	no1	NOUN
american_scientific_journal-7381	61	27	,	,	PUNCT
american_scientific_journal-7381	61	28	pp	pp	ADP
american_scientific_journal-7381	61	29	370396	370396	NUM
american_scientific_journal-7381	61	30	373	373	NUM
american_scientific_journal-7381	61	31	title	title	NOUN
american_scientific_journal-7381	61	32	,	,	PUNCT
american_scientific_journal-7381	61	33	the	the	DET
american_scientific_journal-7381	61	34	research	research	NOUN
american_scientific_journal-7381	61	35	context	context	NOUN
american_scientific_journal-7381	61	36	(	(	PUNCT
american_scientific_journal-7381	61	37	background	background	NOUN
american_scientific_journal-7381	61	38	)	)	PUNCT
american_scientific_journal-7381	61	39	,	,	PUNCT
american_scientific_journal-7381	61	40	the	the	DET
american_scientific_journal-7381	61	41	reason	reason	NOUN
american_scientific_journal-7381	61	42	for	for	ADP
american_scientific_journal-7381	61	43	carrying	carry	VERB
american_scientific_journal-7381	61	44	out	out	ADP
american_scientific_journal-7381	61	45	the	the	DET
american_scientific_journal-7381	61	46	studies	study	NOUN
american_scientific_journal-7381	61	47	,	,	PUNCT
american_scientific_journal-7381	61	48	the	the	DET
american_scientific_journal-7381	61	49	main	main	ADJ
american_scientific_journal-7381	61	50	research	research	NOUN
american_scientific_journal-7381	61	51	question	question	NOUN
american_scientific_journal-7381	61	52	,	,	PUNCT
american_scientific_journal-7381	61	53	the	the	DET
american_scientific_journal-7381	61	54	secondary	secondary	ADJ
american_scientific_journal-7381	61	55	questions	question	NOUN
american_scientific_journal-7381	61	56	,	,	PUNCT
american_scientific_journal-7381	61	57	search	search	NOUN
american_scientific_journal-7381	61	58	process	process	NOUN
american_scientific_journal-7381	61	59	definition	definition	NOUN
american_scientific_journal-7381	61	60	and	and	CCONJ
american_scientific_journal-7381	61	61	the	the	DET
american_scientific_journal-7381	61	62	search	search	NOUN
american_scientific_journal-7381	61	63	string	string	NOUN
american_scientific_journal-7381	61	64	are	be	AUX
american_scientific_journal-7381	61	65	evaluated	evaluate	VERB
american_scientific_journal-7381	61	66	.	.	PUNCT
american_scientific_journal-7381	62	1	furthermore	furthermore	ADV
american_scientific_journal-7381	62	2	,	,	PUNCT
american_scientific_journal-7381	62	3	this	this	DET
american_scientific_journal-7381	62	4	protocol	protocol	NOUN
american_scientific_journal-7381	62	5	also	also	ADV
american_scientific_journal-7381	62	6	includes	include	VERB
american_scientific_journal-7381	62	7	the	the	DET
american_scientific_journal-7381	62	8	primary	primary	ADJ
american_scientific_journal-7381	62	9	studies	study	NOUN
american_scientific_journal-7381	62	10	selection	selection	NOUN
american_scientific_journal-7381	62	11	process	process	NOUN
american_scientific_journal-7381	62	12	,	,	PUNCT
american_scientific_journal-7381	62	13	the	the	DET
american_scientific_journal-7381	62	14	inclusion	inclusion	NOUN
american_scientific_journal-7381	62	15	and	and	CCONJ
american_scientific_journal-7381	62	16	exclusion	exclusion	NOUN
american_scientific_journal-7381	62	17	criteria	criterion	NOUN
american_scientific_journal-7381	62	18	,	,	PUNCT
american_scientific_journal-7381	62	19	the	the	DET
american_scientific_journal-7381	62	20	primary	primary	ADJ
american_scientific_journal-7381	62	21	studies	study	NOUN
american_scientific_journal-7381	62	22	process	process	NOUN
american_scientific_journal-7381	62	23	of	of	ADP
american_scientific_journal-7381	62	24	assessing	assess	VERB
american_scientific_journal-7381	62	25	the	the	DET
american_scientific_journal-7381	62	26	quality	quality	NOUN
american_scientific_journal-7381	62	27	,	,	PUNCT
american_scientific_journal-7381	62	28	the	the	DET
american_scientific_journal-7381	62	29	data	data	NOUN
american_scientific_journal-7381	62	30	extraction	extraction	NOUN
american_scientific_journal-7381	62	31	process	process	NOUN
american_scientific_journal-7381	62	32	,	,	PUNCT
american_scientific_journal-7381	62	33	the	the	DET
american_scientific_journal-7381	62	34	synthesis	synthesis	NOUN
american_scientific_journal-7381	62	35	process	process	NOUN
american_scientific_journal-7381	62	36	,	,	PUNCT
american_scientific_journal-7381	62	37	and	and	CCONJ
american_scientific_journal-7381	62	38	study	study	NOUN
american_scientific_journal-7381	62	39	limitations	limitation	NOUN
american_scientific_journal-7381	62	40	.	.	PUNCT
american_scientific_journal-7381	63	1	the	the	DET
american_scientific_journal-7381	63	2	protocol	protocol	NOUN
american_scientific_journal-7381	63	3	developed	develop	VERB
american_scientific_journal-7381	63	4	was	be	AUX
american_scientific_journal-7381	63	5	also	also	ADV
american_scientific_journal-7381	63	6	evaluated	evaluate	VERB
american_scientific_journal-7381	63	7	by	by	ADP
american_scientific_journal-7381	63	8	two	two	NUM
american_scientific_journal-7381	63	9	experts	expert	NOUN
american_scientific_journal-7381	63	10	in	in	ADP
american_scientific_journal-7381	63	11	the	the	DET
american_scientific_journal-7381	63	12	field	field	NOUN
american_scientific_journal-7381	63	13	of	of	ADP
american_scientific_journal-7381	63	14	software	software	NOUN
american_scientific_journal-7381	63	15	engineering	engineering	NOUN
american_scientific_journal-7381	63	16	research	research	NOUN
american_scientific_journal-7381	63	17	(	(	PUNCT
american_scientific_journal-7381	63	18	see	see	VERB
american_scientific_journal-7381	63	19	appendix	appendix	NOUN
american_scientific_journal-7381	63	20	b	b	NOUN
american_scientific_journal-7381	63	21	)	)	PUNCT
american_scientific_journal-7381	63	22	.	.	PUNCT
american_scientific_journal-7381	64	1	four	four	NUM
american_scientific_journal-7381	64	2	research	research	NOUN
american_scientific_journal-7381	64	3	questions	question	NOUN
american_scientific_journal-7381	64	4	were	be	AUX
american_scientific_journal-7381	64	5	created	create	VERB
american_scientific_journal-7381	64	6	,	,	PUNCT
american_scientific_journal-7381	64	7	the	the	DET
american_scientific_journal-7381	64	8	last	last	ADJ
american_scientific_journal-7381	64	9	three	three	NUM
american_scientific_journal-7381	64	10	being	be	AUX
american_scientific_journal-7381	64	11	derived	derive	VERB
american_scientific_journal-7381	64	12	from	from	ADP
american_scientific_journal-7381	64	13	the	the	DET
american_scientific_journal-7381	64	14	first	first	ADJ
american_scientific_journal-7381	64	15	.	.	PUNCT
american_scientific_journal-7381	65	1	these	these	DET
american_scientific_journal-7381	65	2	research	research	NOUN
american_scientific_journal-7381	65	3	questions	question	NOUN
american_scientific_journal-7381	65	4	have	have	VERB
american_scientific_journal-7381	65	5	the	the	DET
american_scientific_journal-7381	65	6	following	following	ADJ
american_scientific_journal-7381	65	7	objectives	objective	NOUN
american_scientific_journal-7381	65	8	:	:	PUNCT
american_scientific_journal-7381	65	9	to	to	PART
american_scientific_journal-7381	65	10	characterize	characterize	VERB
american_scientific_journal-7381	65	11	the	the	DET
american_scientific_journal-7381	65	12	main	main	ADJ
american_scientific_journal-7381	65	13	machine	machine	NOUN
american_scientific_journal-7381	65	14	learning	learn	VERB
american_scientific_journal-7381	65	15	algorithms	algorithm	NOUN
american_scientific_journal-7381	65	16	and/or	and/or	CCONJ
american_scientific_journal-7381	65	17	frameworks	framework	NOUN
american_scientific_journal-7381	65	18	applied	apply	VERB
american_scientific_journal-7381	65	19	in	in	ADP
american_scientific_journal-7381	65	20	software	software	NOUN
american_scientific_journal-7381	65	21	engineering	engineering	NOUN
american_scientific_journal-7381	65	22	;	;	PUNCT
american_scientific_journal-7381	65	23	identify	identify	VERB
american_scientific_journal-7381	65	24	the	the	DET
american_scientific_journal-7381	65	25	main	main	ADJ
american_scientific_journal-7381	65	26	software	software	NOUN
american_scientific_journal-7381	65	27	engineering	engineering	NOUN
american_scientific_journal-7381	65	28	activities	activity	NOUN
american_scientific_journal-7381	65	29	in	in	ADP
american_scientific_journal-7381	65	30	which	which	PRON
american_scientific_journal-7381	65	31	these	these	DET
american_scientific_journal-7381	65	32	algorithms	algorithm	NOUN
american_scientific_journal-7381	65	33	and/or	and/or	CCONJ
american_scientific_journal-7381	65	34	frameworks	framework	NOUN
american_scientific_journal-7381	65	35	are	be	AUX
american_scientific_journal-7381	65	36	applied	apply	VERB
american_scientific_journal-7381	65	37	;	;	PUNCT
american_scientific_journal-7381	65	38	describe	describe	VERB
american_scientific_journal-7381	65	39	the	the	DET
american_scientific_journal-7381	65	40	main	main	ADJ
american_scientific_journal-7381	65	41	types	type	NOUN
american_scientific_journal-7381	65	42	of	of	ADP
american_scientific_journal-7381	65	43	application	application	NOUN
american_scientific_journal-7381	65	44	of	of	ADP
american_scientific_journal-7381	65	45	these	these	DET
american_scientific_journal-7381	65	46	algorithms	algorithm	NOUN
american_scientific_journal-7381	65	47	and/or	and/or	CCONJ
american_scientific_journal-7381	65	48	frameworks	framework	NOUN
american_scientific_journal-7381	65	49	in	in	ADP
american_scientific_journal-7381	65	50	software	software	NOUN
american_scientific_journal-7381	65	51	engineering	engineering	NOUN
american_scientific_journal-7381	65	52	and	and	CCONJ
american_scientific_journal-7381	65	53	characterize	characterize	VERB
american_scientific_journal-7381	65	54	the	the	DET
american_scientific_journal-7381	65	55	main	main	ADJ
american_scientific_journal-7381	65	56	results	result	NOUN
american_scientific_journal-7381	65	57	and	and	CCONJ
american_scientific_journal-7381	65	58	benefits	benefit	NOUN
american_scientific_journal-7381	65	59	of	of	ADP
american_scientific_journal-7381	65	60	applying	apply	VERB
american_scientific_journal-7381	65	61	these	these	DET
american_scientific_journal-7381	65	62	algorithms	algorithm	NOUN
american_scientific_journal-7381	65	63	and/or	and/or	CCONJ
american_scientific_journal-7381	65	64	frameworks	framework	NOUN
american_scientific_journal-7381	65	65	within	within	ADP
american_scientific_journal-7381	65	66	software	software	NOUN
american_scientific_journal-7381	65	67	engineering	engineering	NOUN
american_scientific_journal-7381	65	68	.	.	PUNCT
american_scientific_journal-7381	66	1	the	the	DET
american_scientific_journal-7381	66	2	research	research	NOUN
american_scientific_journal-7381	66	3	questions	question	NOUN
american_scientific_journal-7381	66	4	are	be	AUX
american_scientific_journal-7381	66	5	listed	list	VERB
american_scientific_journal-7381	66	6	in	in	ADP
american_scientific_journal-7381	66	7	table	table	NOUN
american_scientific_journal-7381	66	8	01	01	NUM
american_scientific_journal-7381	66	9	below	below	ADV
american_scientific_journal-7381	66	10	.	.	PUNCT
american_scientific_journal-7381	67	1	table	table	NOUN
american_scientific_journal-7381	67	2	1	1	NUM
american_scientific_journal-7381	67	3	:	:	PUNCT
american_scientific_journal-7381	67	4	research	research	NOUN
american_scientific_journal-7381	67	5	questions	question	NOUN
american_scientific_journal-7381	67	6	.	.	PUNCT
american_scientific_journal-7381	68	1	research	research	NOUN
american_scientific_journal-7381	68	2	questions	question	NOUN
american_scientific_journal-7381	68	3	description	description	NOUN
american_scientific_journal-7381	68	4	research	research	NOUN
american_scientific_journal-7381	68	5	question	question	NOUN
american_scientific_journal-7381	68	6	01	01	NUM
american_scientific_journal-7381	69	1	what	what	PRON
american_scientific_journal-7381	69	2	are	be	AUX
american_scientific_journal-7381	69	3	the	the	DET
american_scientific_journal-7381	69	4	main	main	ADJ
american_scientific_journal-7381	69	5	machine	machine	NOUN
american_scientific_journal-7381	69	6	learning	learn	VERB
american_scientific_journal-7381	69	7	algorithms	algorithm	NOUN
american_scientific_journal-7381	69	8	and/or	and/or	CCONJ
american_scientific_journal-7381	69	9	frameworks	framework	NOUN
american_scientific_journal-7381	69	10	used	use	VERB
american_scientific_journal-7381	69	11	in	in	ADP
american_scientific_journal-7381	69	12	software	software	NOUN
american_scientific_journal-7381	69	13	engineering	engineering	NOUN
american_scientific_journal-7381	69	14	?	?	PUNCT
american_scientific_journal-7381	70	1	research	research	NOUN
american_scientific_journal-7381	70	2	question	question	NOUN
american_scientific_journal-7381	70	3	02	02	NUM
american_scientific_journal-7381	71	1	what	what	PRON
american_scientific_journal-7381	71	2	are	be	AUX
american_scientific_journal-7381	71	3	the	the	DET
american_scientific_journal-7381	71	4	software	software	NOUN
american_scientific_journal-7381	71	5	engineering	engineering	NOUN
american_scientific_journal-7381	71	6	activities	activity	NOUN
american_scientific_journal-7381	71	7	in	in	ADP
american_scientific_journal-7381	71	8	which	which	PRON
american_scientific_journal-7381	71	9	machine	machine	NOUN
american_scientific_journal-7381	71	10	learning	learn	VERB
american_scientific_journal-7381	71	11	algorithms	algorithm	NOUN
american_scientific_journal-7381	71	12	and/or	and/or	CCONJ
american_scientific_journal-7381	71	13	frameworks	framework	NOUN
american_scientific_journal-7381	71	14	are	be	AUX
american_scientific_journal-7381	71	15	applied	apply	VERB
american_scientific_journal-7381	71	16	?	?	PUNCT
american_scientific_journal-7381	72	1	research	research	NOUN
american_scientific_journal-7381	72	2	question	question	NOUN
american_scientific_journal-7381	72	3	03	03	NUM
american_scientific_journal-7381	73	1	what	what	PRON
american_scientific_journal-7381	73	2	are	be	AUX
american_scientific_journal-7381	73	3	the	the	DET
american_scientific_journal-7381	73	4	main	main	ADJ
american_scientific_journal-7381	73	5	application	application	NOUN
american_scientific_journal-7381	73	6	types	type	NOUN
american_scientific_journal-7381	73	7	of	of	ADP
american_scientific_journal-7381	73	8	machine	machine	NOUN
american_scientific_journal-7381	73	9	learning	learn	VERB
american_scientific_journal-7381	73	10	algorithms	algorithm	NOUN
american_scientific_journal-7381	73	11	and/or	and/or	CCONJ
american_scientific_journal-7381	73	12	frameworks	framework	NOUN
american_scientific_journal-7381	73	13	in	in	ADP
american_scientific_journal-7381	73	14	software	software	NOUN
american_scientific_journal-7381	73	15	engineering	engineering	NOUN
american_scientific_journal-7381	73	16	?	?	PUNCT
american_scientific_journal-7381	74	1	research	research	NOUN
american_scientific_journal-7381	74	2	questions	question	NOUN
american_scientific_journal-7381	74	3	04	04	NUM
american_scientific_journal-7381	75	1	what	what	PRON
american_scientific_journal-7381	75	2	are	be	AUX
american_scientific_journal-7381	75	3	the	the	DET
american_scientific_journal-7381	75	4	main	main	ADJ
american_scientific_journal-7381	75	5	results	result	NOUN
american_scientific_journal-7381	75	6	achieved	achieve	VERB
american_scientific_journal-7381	75	7	of	of	ADP
american_scientific_journal-7381	75	8	applying	apply	VERB
american_scientific_journal-7381	75	9	machine	machine	NOUN
american_scientific_journal-7381	75	10	learning	learn	VERB
american_scientific_journal-7381	75	11	algorithms	algorithm	NOUN
american_scientific_journal-7381	75	12	and/or	and/or	CCONJ
american_scientific_journal-7381	75	13	frameworks	framework	NOUN
american_scientific_journal-7381	75	14	in	in	ADP
american_scientific_journal-7381	75	15	software	software	NOUN
american_scientific_journal-7381	75	16	engineering	engineering	NOUN
american_scientific_journal-7381	75	17	?	?	PUNCT
american_scientific_journal-7381	76	1	regarding	regard	VERB
american_scientific_journal-7381	76	2	the	the	DET
american_scientific_journal-7381	76	3	inclusion	inclusion	NOUN
american_scientific_journal-7381	76	4	and	and	CCONJ
american_scientific_journal-7381	76	5	exclusion	exclusion	NOUN
american_scientific_journal-7381	76	6	criteria	criterion	NOUN
american_scientific_journal-7381	76	7	,	,	PUNCT
american_scientific_journal-7381	76	8	those	those	DET
american_scientific_journal-7381	76	9	primary	primary	ADJ
american_scientific_journal-7381	76	10	studies	study	NOUN
american_scientific_journal-7381	76	11	that	that	PRON
american_scientific_journal-7381	76	12	presented	present	VERB
american_scientific_journal-7381	76	13	machine	machine	NOUN
american_scientific_journal-7381	76	14	learning	learn	VERB
american_scientific_journal-7381	76	15	approaches	approach	NOUN
american_scientific_journal-7381	76	16	and	and	CCONJ
american_scientific_journal-7381	76	17	applications	application	NOUN
american_scientific_journal-7381	76	18	in	in	ADP
american_scientific_journal-7381	76	19	software	software	NOUN
american_scientific_journal-7381	76	20	engineering	engineering	NOUN
american_scientific_journal-7381	76	21	,	,	PUNCT
american_scientific_journal-7381	76	22	including	include	VERB
american_scientific_journal-7381	76	23	qualitative	qualitative	ADJ
american_scientific_journal-7381	76	24	and	and	CCONJ
american_scientific_journal-7381	76	25	quantitative	quantitative	ADJ
american_scientific_journal-7381	76	26	primary	primary	ADJ
american_scientific_journal-7381	76	27	studies	study	NOUN
american_scientific_journal-7381	76	28	,	,	PUNCT
american_scientific_journal-7381	76	29	were	be	AUX
american_scientific_journal-7381	76	30	considered	consider	VERB
american_scientific_journal-7381	76	31	eligible	eligible	ADJ
american_scientific_journal-7381	76	32	.	.	PUNCT
american_scientific_journal-7381	77	1	papers	paper	NOUN
american_scientific_journal-7381	77	2	in	in	ADP
american_scientific_journal-7381	77	3	english	english	PROPN
american_scientific_journal-7381	77	4	and	and	CCONJ
american_scientific_journal-7381	77	5	portuguese	portuguese	PROPN
american_scientific_journal-7381	77	6	published	publish	VERB
american_scientific_journal-7381	77	7	during	during	ADP
american_scientific_journal-7381	77	8	the	the	DET
american_scientific_journal-7381	77	9	period	period	NOUN
american_scientific_journal-7381	77	10	2009	2009	NUM
american_scientific_journal-7381	77	11	to	to	ADP
american_scientific_journal-7381	77	12	2021	2021	NUM
american_scientific_journal-7381	77	13	were	be	AUX
american_scientific_journal-7381	77	14	considered	consider	VERB
american_scientific_journal-7381	77	15	.	.	PUNCT
american_scientific_journal-7381	78	1	primary	primary	ADJ
american_scientific_journal-7381	78	2	papers	paper	NOUN
american_scientific_journal-7381	78	3	that	that	PRON
american_scientific_journal-7381	78	4	did	do	AUX
american_scientific_journal-7381	78	5	not	not	PART
american_scientific_journal-7381	78	6	address	address	VERB
american_scientific_journal-7381	78	7	the	the	DET
american_scientific_journal-7381	78	8	main	main	ADJ
american_scientific_journal-7381	78	9	objective	objective	NOUN
american_scientific_journal-7381	78	10	of	of	ADP
american_scientific_journal-7381	78	11	this	this	DET
american_scientific_journal-7381	78	12	work	work	NOUN
american_scientific_journal-7381	78	13	were	be	AUX
american_scientific_journal-7381	78	14	excluded	exclude	VERB
american_scientific_journal-7381	78	15	,	,	PUNCT
american_scientific_journal-7381	78	16	as	as	SCONJ
american_scientific_journal-7381	78	17	were	be	AUX
american_scientific_journal-7381	78	18	papers	paper	NOUN
american_scientific_journal-7381	78	19	that	that	PRON
american_scientific_journal-7381	78	20	failed	fail	VERB
american_scientific_journal-7381	78	21	the	the	DET
american_scientific_journal-7381	78	22	quality	quality	NOUN
american_scientific_journal-7381	78	23	assessment	assessment	NOUN
american_scientific_journal-7381	78	24	process	process	NOUN
american_scientific_journal-7381	78	25	(	(	PUNCT
american_scientific_journal-7381	78	26	described	describe	VERB
american_scientific_journal-7381	78	27	in	in	ADP
american_scientific_journal-7381	78	28	the	the	DET
american_scientific_journal-7381	78	29	next	next	ADJ
american_scientific_journal-7381	78	30	paragraphs	paragraph	NOUN
american_scientific_journal-7381	78	31	)	)	PUNCT
american_scientific_journal-7381	78	32	,	,	PUNCT
american_scientific_journal-7381	78	33	case	case	NOUN
american_scientific_journal-7381	78	34	studies	study	NOUN
american_scientific_journal-7381	78	35	and	and	CCONJ
american_scientific_journal-7381	78	36	papers	paper	NOUN
american_scientific_journal-7381	78	37	published	publish	VERB
american_scientific_journal-7381	78	38	outside	outside	ADP
american_scientific_journal-7381	78	39	the	the	DET
american_scientific_journal-7381	78	40	specified	specified	ADJ
american_scientific_journal-7381	78	41	period	period	NOUN
american_scientific_journal-7381	78	42	.	.	PUNCT
american_scientific_journal-7381	79	1	regarding	regard	VERB
american_scientific_journal-7381	79	2	the	the	DET
american_scientific_journal-7381	79	3	research	research	NOUN
american_scientific_journal-7381	79	4	repositories	repository	NOUN
american_scientific_journal-7381	79	5	considered	consider	VERB
american_scientific_journal-7381	79	6	,	,	PUNCT
american_scientific_journal-7381	79	7	the	the	DET
american_scientific_journal-7381	79	8	following	follow	VERB
american_scientific_journal-7381	79	9	research	research	NOUN
american_scientific_journal-7381	79	10	libraries	library	NOUN
american_scientific_journal-7381	79	11	were	be	AUX
american_scientific_journal-7381	79	12	chosen	choose	VERB
american_scientific_journal-7381	79	13	:	:	PUNCT
american_scientific_journal-7381	79	14			X
american_scientific_journal-7381	79	15	acm	acm	PROPN
american_scientific_journal-7381	79	16	digital	digital	PROPN
american_scientific_journal-7381	79	17	library	library	PROPN
american_scientific_journal-7381	79	18			NOUN
american_scientific_journal-7381	79	19	ieee	ieee	PROPN
american_scientific_journal-7381	79	20	xplore	xplore	PROPN
american_scientific_journal-7381	79	21			PROPN
american_scientific_journal-7381	80	1	sciencedirect	sciencedirect	PROPN
american_scientific_journal-7381	80	2	–	–	PUNCT
american_scientific_journal-7381	80	3	elsevier	elsevier	X
american_scientific_journal-7381	80	4			NOUN
american_scientific_journal-7381	80	5	springerlink	springerlink	PROPN
american_scientific_journal-7381	80	6			PROPN
american_scientific_journal-7381	80	7	wiley	wiley	PROPN
american_scientific_journal-7381	80	8	inter	inter	PROPN
american_scientific_journal-7381	80	9	science	science	PROPN
american_scientific_journal-7381	80	10	journal	journal	PROPN
american_scientific_journal-7381	80	11	finder	finder	PROPN
american_scientific_journal-7381	80	12			PROPN
american_scientific_journal-7381	80	13	google	google	PROPN
american_scientific_journal-7381	80	14	scholar	scholar	PROPN
american_scientific_journal-7381	80	15	american	american	PROPN
american_scientific_journal-7381	80	16	academic	academic	ADJ
american_scientific_journal-7381	80	17	scientific	scientific	ADJ
american_scientific_journal-7381	80	18	research	research	NOUN
american_scientific_journal-7381	80	19	journal	journal	NOUN
american_scientific_journal-7381	80	20	for	for	ADP
american_scientific_journal-7381	80	21	engineering	engineering	NOUN
american_scientific_journal-7381	80	22	,	,	PUNCT
american_scientific_journal-7381	80	23	technology	technology	NOUN
american_scientific_journal-7381	80	24	,	,	PUNCT
american_scientific_journal-7381	80	25	and	and	CCONJ
american_scientific_journal-7381	80	26	sciences	science	NOUN
american_scientific_journal-7381	80	27	(	(	PUNCT
american_scientific_journal-7381	80	28	asrjets	asrjet	NOUN
american_scientific_journal-7381	80	29	)	)	PUNCT
american_scientific_journal-7381	80	30	(	(	PUNCT
american_scientific_journal-7381	80	31	2022)volume	2022)volume	NUM
american_scientific_journal-7381	80	32	85	85	NUM
american_scientific_journal-7381	80	33	,	,	PUNCT
american_scientific_journal-7381	80	34	no1	no1	NOUN
american_scientific_journal-7381	80	35	,	,	PUNCT
american_scientific_journal-7381	80	36	pp	pp	ADP
american_scientific_journal-7381	80	37	370396	370396	NUM
american_scientific_journal-7381	80	38	374	374	NUM
american_scientific_journal-7381	80	39	these	these	DET
american_scientific_journal-7381	80	40	libraries	library	NOUN
american_scientific_journal-7381	80	41	were	be	AUX
american_scientific_journal-7381	80	42	selected	select	VERB
american_scientific_journal-7381	80	43	for	for	ADP
american_scientific_journal-7381	80	44	being	be	AUX
american_scientific_journal-7381	80	45	repositories	repository	NOUN
american_scientific_journal-7381	80	46	of	of	ADP
american_scientific_journal-7381	80	47	works	work	NOUN
american_scientific_journal-7381	80	48	from	from	ADP
american_scientific_journal-7381	80	49	the	the	DET
american_scientific_journal-7381	80	50	academic	academic	ADJ
american_scientific_journal-7381	80	51	computing	computing	NOUN
american_scientific_journal-7381	80	52	community	community	NOUN
american_scientific_journal-7381	80	53	.	.	PUNCT
american_scientific_journal-7381	81	1	studies	study	NOUN
american_scientific_journal-7381	81	2	from	from	ADP
american_scientific_journal-7381	81	3	manual	manual	ADJ
american_scientific_journal-7381	81	4	searches	search	NOUN
american_scientific_journal-7381	81	5	carried	carry	VERB
american_scientific_journal-7381	81	6	out	out	ADP
american_scientific_journal-7381	81	7	in	in	ADP
american_scientific_journal-7381	81	8	academic	academic	ADJ
american_scientific_journal-7381	81	9	journals	journal	NOUN
american_scientific_journal-7381	81	10	were	be	AUX
american_scientific_journal-7381	81	11	also	also	ADV
american_scientific_journal-7381	81	12	considered	consider	VERB
american_scientific_journal-7381	81	13	,	,	PUNCT
american_scientific_journal-7381	81	14	as	as	ADV
american_scientific_journal-7381	81	15	well	well	ADV
american_scientific_journal-7381	81	16	as	as	ADP
american_scientific_journal-7381	81	17	studies	study	NOUN
american_scientific_journal-7381	81	18	extracted	extract	VERB
american_scientific_journal-7381	81	19	by	by	ADP
american_scientific_journal-7381	81	20	the	the	DET
american_scientific_journal-7381	81	21	snowballing	snowballing	NOUN
american_scientific_journal-7381	81	22	technique	technique	NOUN
american_scientific_journal-7381	81	23	[	[	X
american_scientific_journal-7381	81	24	15	15	NUM
american_scientific_journal-7381	81	25	]	]	PUNCT
american_scientific_journal-7381	81	26	.	.	PUNCT
american_scientific_journal-7381	82	1	the	the	DET
american_scientific_journal-7381	82	2	papers	paper	NOUN
american_scientific_journal-7381	82	3	selection	selection	NOUN
american_scientific_journal-7381	82	4	process	process	NOUN
american_scientific_journal-7381	82	5	was	be	AUX
american_scientific_journal-7381	82	6	divided	divide	VERB
american_scientific_journal-7381	82	7	according	accord	VERB
american_scientific_journal-7381	82	8	to	to	ADP
american_scientific_journal-7381	82	9	the	the	DET
american_scientific_journal-7381	82	10	phases	phase	NOUN
american_scientific_journal-7381	82	11	specified	specify	VERB
american_scientific_journal-7381	82	12	in	in	ADP
american_scientific_journal-7381	82	13	figure	figure	NOUN
american_scientific_journal-7381	82	14	01	01	NUM
american_scientific_journal-7381	82	15	.	.	PUNCT
american_scientific_journal-7381	83	1	figure	figure	NOUN
american_scientific_journal-7381	83	2	1	1	NUM
american_scientific_journal-7381	83	3	:	:	PUNCT
american_scientific_journal-7381	83	4	systematic	systematic	ADJ
american_scientific_journal-7381	83	5	review	review	NOUN
american_scientific_journal-7381	83	6	papers	paper	NOUN
american_scientific_journal-7381	83	7	selection	selection	NOUN
american_scientific_journal-7381	83	8	phases	phase	NOUN
american_scientific_journal-7381	83	9	.	.	PUNCT
american_scientific_journal-7381	84	1	the	the	DET
american_scientific_journal-7381	84	2	search	search	NOUN
american_scientific_journal-7381	84	3	process	process	NOUN
american_scientific_journal-7381	84	4	in	in	ADP
american_scientific_journal-7381	84	5	the	the	DET
american_scientific_journal-7381	84	6	repositories	repository	NOUN
american_scientific_journal-7381	84	7	used	use	VERB
american_scientific_journal-7381	84	8	the	the	DET
american_scientific_journal-7381	84	9	descriptors	descriptor	NOUN
american_scientific_journal-7381	84	10	below	below	ADV
american_scientific_journal-7381	84	11	to	to	PART
american_scientific_journal-7381	84	12	create	create	VERB
american_scientific_journal-7381	84	13	the	the	DET
american_scientific_journal-7381	84	14	search	search	NOUN
american_scientific_journal-7381	84	15	string	string	NOUN
american_scientific_journal-7381	84	16	:	:	PUNCT
american_scientific_journal-7381	84	17			NOUN
american_scientific_journal-7381	84	18	(	(	PUNCT
american_scientific_journal-7381	84	19	1	1	X
american_scientific_journal-7381	84	20	)	)	PUNCT
american_scientific_journal-7381	84	21	machine	machine	NOUN
american_scientific_journal-7381	84	22	learning	learning	NOUN
american_scientific_journal-7381	84	23	and	and	CCONJ
american_scientific_journal-7381	84	24	software	software	NOUN
american_scientific_journal-7381	84	25	engineering	engineering	NOUN
american_scientific_journal-7381	84	26			NOUN
american_scientific_journal-7381	84	27	(	(	PUNCT
american_scientific_journal-7381	84	28	2	2	X
american_scientific_journal-7381	84	29	)	)	PUNCT
american_scientific_journal-7381	84	30	artificial	artificial	ADJ
american_scientific_journal-7381	84	31	intelligence	intelligence	NOUN
american_scientific_journal-7381	84	32	and	and	CCONJ
american_scientific_journal-7381	84	33	software	software	NOUN
american_scientific_journal-7381	84	34	engineering	engineering	NOUN
american_scientific_journal-7381	84	35			NOUN
american_scientific_journal-7381	84	36	(	(	PUNCT
american_scientific_journal-7381	84	37	3	3	X
american_scientific_journal-7381	84	38	)	)	PUNCT
american_scientific_journal-7381	84	39	reinforcement	reinforcement	NOUN
american_scientific_journal-7381	84	40	learning	learning	NOUN
american_scientific_journal-7381	84	41	and	and	CCONJ
american_scientific_journal-7381	84	42	software	software	NOUN
american_scientific_journal-7381	84	43	engineering	engineering	NOUN
american_scientific_journal-7381	84	44			NOUN
american_scientific_journal-7381	84	45	(	(	PUNCT
american_scientific_journal-7381	84	46	4	4	X
american_scientific_journal-7381	84	47	)	)	PUNCT
american_scientific_journal-7381	84	48	deep	deep	ADJ
american_scientific_journal-7381	84	49	learning	learning	NOUN
american_scientific_journal-7381	84	50	and	and	CCONJ
american_scientific_journal-7381	84	51	software	software	NOUN
american_scientific_journal-7381	84	52	engineering	engineering	NOUN
american_scientific_journal-7381	84	53			NOUN
american_scientific_journal-7381	84	54	(	(	PUNCT
american_scientific_journal-7381	84	55	5	5	X
american_scientific_journal-7381	84	56	)	)	PUNCT
american_scientific_journal-7381	84	57	statistical	statistical	ADJ
american_scientific_journal-7381	84	58	learning	learning	NOUN
american_scientific_journal-7381	84	59	and	and	CCONJ
american_scientific_journal-7381	84	60	software	software	NOUN
american_scientific_journal-7381	84	61	engineering	engineering	NOUN
american_scientific_journal-7381	84	62			NOUN
american_scientific_journal-7381	84	63	(	(	PUNCT
american_scientific_journal-7381	84	64	6	6	NUM
american_scientific_journal-7381	84	65	)	)	PUNCT
american_scientific_journal-7381	84	66	(	(	PUNCT
american_scientific_journal-7381	84	67	machine	machine	NOUN
american_scientific_journal-7381	84	68	learning	learning	NOUN
american_scientific_journal-7381	84	69	or	or	CCONJ
american_scientific_journal-7381	84	70	learning	learning	NOUN
american_scientific_journal-7381	84	71	)	)	PUNCT
american_scientific_journal-7381	84	72	and	and	CCONJ
american_scientific_journal-7381	84	73	(	(	PUNCT
american_scientific_journal-7381	84	74	test	test	NOUN
american_scientific_journal-7381	84	75	or	or	CCONJ
american_scientific_journal-7381	84	76	requirement	requirement	NOUN
american_scientific_journal-7381	84	77	or	or	CCONJ
american_scientific_journal-7381	84	78	process	process	NOUN
american_scientific_journal-7381	84	79	or	or	CCONJ
american_scientific_journal-7381	84	80	software	software	NOUN
american_scientific_journal-7381	84	81	or	or	CCONJ
american_scientific_journal-7381	84	82	software	software	NOUN
american_scientific_journal-7381	84	83	engineering	engineering	NOUN
american_scientific_journal-7381	84	84	or	or	CCONJ
american_scientific_journal-7381	84	85	development	development	NOUN
american_scientific_journal-7381	84	86	or	or	CCONJ
american_scientific_journal-7381	84	87	software	software	NOUN
american_scientific_journal-7381	84	88	fault	fault	NOUN
american_scientific_journal-7381	84	89	or	or	CCONJ
american_scientific_journal-7381	84	90	software	software	NOUN
american_scientific_journal-7381	84	91	planning	planning	NOUN
american_scientific_journal-7381	84	92	or	or	CCONJ
american_scientific_journal-7381	84	93	software	software	NOUN
american_scientific_journal-7381	84	94	design	design	NOUN
american_scientific_journal-7381	84	95	or	or	CCONJ
american_scientific_journal-7381	84	96	software	software	NOUN
american_scientific_journal-7381	84	97	quality	quality	NOUN
american_scientific_journal-7381	84	98	)	)	PUNCT
american_scientific_journal-7381	84	99	.	.	PUNCT
american_scientific_journal-7381	85	1	phase	phase	NOUN
american_scientific_journal-7381	85	2	01	01	NUM
american_scientific_journal-7381	85	3	search	search	NOUN
american_scientific_journal-7381	85	4	in	in	ADP
american_scientific_journal-7381	85	5	research	research	NOUN
american_scientific_journal-7381	85	6	repositories	repository	NOUN
american_scientific_journal-7381	85	7	phase	phase	NOUN
american_scientific_journal-7381	85	8	02	02	NUM
american_scientific_journal-7381	85	9	removal	removal	NOUN
american_scientific_journal-7381	85	10	of	of	ADP
american_scientific_journal-7381	85	11	duplicate	duplicate	ADJ
american_scientific_journal-7381	85	12	studies	study	NOUN
american_scientific_journal-7381	85	13	phase	phase	NOUN
american_scientific_journal-7381	85	14	03	03	NUM
american_scientific_journal-7381	85	15	exclusion	exclusion	NOUN
american_scientific_journal-7381	85	16	of	of	ADP
american_scientific_journal-7381	85	17	studies	study	NOUN
american_scientific_journal-7381	85	18	by	by	ADP
american_scientific_journal-7381	85	19	title	title	NOUN
american_scientific_journal-7381	85	20	phase	phase	NOUN
american_scientific_journal-7381	85	21	04	04	NUM
american_scientific_journal-7381	85	22	exclusion	exclusion	NOUN
american_scientific_journal-7381	85	23	of	of	ADP
american_scientific_journal-7381	85	24	studies	study	NOUN
american_scientific_journal-7381	85	25	based	base	VERB
american_scientific_journal-7381	85	26	on	on	ADP
american_scientific_journal-7381	85	27	abstract	abstract	ADJ
american_scientific_journal-7381	85	28	phase	phase	NOUN
american_scientific_journal-7381	85	29	05	05	NUM
american_scientific_journal-7381	85	30	application	application	NOUN
american_scientific_journal-7381	85	31	of	of	ADP
american_scientific_journal-7381	85	32	quality	quality	NOUN
american_scientific_journal-7381	85	33	criteria	criterion	NOUN
american_scientific_journal-7381	85	34	american	american	PROPN
american_scientific_journal-7381	85	35	academic	academic	ADJ
american_scientific_journal-7381	85	36	scientific	scientific	ADJ
american_scientific_journal-7381	85	37	research	research	NOUN
american_scientific_journal-7381	85	38	journal	journal	NOUN
american_scientific_journal-7381	85	39	for	for	ADP
american_scientific_journal-7381	85	40	engineering	engineering	NOUN
american_scientific_journal-7381	85	41	,	,	PUNCT
american_scientific_journal-7381	85	42	technology	technology	NOUN
american_scientific_journal-7381	85	43	,	,	PUNCT
american_scientific_journal-7381	85	44	and	and	CCONJ
american_scientific_journal-7381	85	45	sciences	science	NOUN
american_scientific_journal-7381	85	46	(	(	PUNCT
american_scientific_journal-7381	85	47	asrjets	asrjet	NOUN
american_scientific_journal-7381	85	48	)	)	PUNCT
american_scientific_journal-7381	85	49	(	(	PUNCT
american_scientific_journal-7381	85	50	2022)volume	2022)volume	NUM
american_scientific_journal-7381	85	51	85	85	NUM
american_scientific_journal-7381	85	52	,	,	PUNCT
american_scientific_journal-7381	85	53	no1	no1	NOUN
american_scientific_journal-7381	85	54	,	,	PUNCT
american_scientific_journal-7381	85	55	pp	pp	ADP
american_scientific_journal-7381	85	56	370396	370396	NUM
american_scientific_journal-7381	85	57	375	375	NUM
american_scientific_journal-7381	85	58	after	after	ADP
american_scientific_journal-7381	85	59	defining	define	VERB
american_scientific_journal-7381	85	60	the	the	DET
american_scientific_journal-7381	85	61	descriptors	descriptor	NOUN
american_scientific_journal-7381	85	62	above	above	ADV
american_scientific_journal-7381	85	63	,	,	PUNCT
american_scientific_journal-7381	85	64	these	these	DET
american_scientific_journal-7381	85	65	terms	term	NOUN
american_scientific_journal-7381	85	66	were	be	AUX
american_scientific_journal-7381	85	67	combined	combine	VERB
american_scientific_journal-7381	85	68	using	use	VERB
american_scientific_journal-7381	85	69	the	the	DET
american_scientific_journal-7381	85	70	boolean	boolean	ADJ
american_scientific_journal-7381	85	71	operator	operator	NOUN
american_scientific_journal-7381	85	72	“	"	PUNCT
american_scientific_journal-7381	85	73	or	or	CCONJ
american_scientific_journal-7381	85	74	”	"	PUNCT
american_scientific_journal-7381	85	75	to	to	PART
american_scientific_journal-7381	85	76	form	form	VERB
american_scientific_journal-7381	85	77	a	a	DET
american_scientific_journal-7381	85	78	search	search	NOUN
american_scientific_journal-7381	85	79	string	string	NOUN
american_scientific_journal-7381	85	80	that	that	SCONJ
american_scientific_journal-7381	85	81	,	,	PUNCT
american_scientific_journal-7381	85	82	in	in	ADP
american_scientific_journal-7381	85	83	turn	turn	NOUN
american_scientific_journal-7381	85	84	,	,	PUNCT
american_scientific_journal-7381	85	85	returned	return	VERB
american_scientific_journal-7381	85	86	papers	paper	NOUN
american_scientific_journal-7381	85	87	that	that	SCONJ
american_scientific_journal-7381	85	88	at	at	ADV
american_scientific_journal-7381	85	89	least	least	ADJ
american_scientific_journal-7381	85	90	included	include	VERB
american_scientific_journal-7381	85	91	one	one	NUM
american_scientific_journal-7381	85	92	of	of	ADP
american_scientific_journal-7381	85	93	the	the	DET
american_scientific_journal-7381	85	94	terms	term	NOUN
american_scientific_journal-7381	85	95	specified	specify	VERB
american_scientific_journal-7381	85	96	in	in	ADP
american_scientific_journal-7381	85	97	the	the	DET
american_scientific_journal-7381	85	98	search	search	NOUN
american_scientific_journal-7381	85	99	string	string	NOUN
american_scientific_journal-7381	85	100	.	.	PUNCT
american_scientific_journal-7381	86	1	below	below	ADV
american_scientific_journal-7381	86	2	is	be	AUX
american_scientific_journal-7381	86	3	the	the	DET
american_scientific_journal-7381	86	4	search	search	NOUN
american_scientific_journal-7381	86	5	string	string	NOUN
american_scientific_journal-7381	86	6	that	that	PRON
american_scientific_journal-7381	86	7	was	be	AUX
american_scientific_journal-7381	86	8	used	use	VERB
american_scientific_journal-7381	86	9	:	:	PUNCT
american_scientific_journal-7381	86	10	1	1	NUM
american_scientific_journal-7381	86	11	or	or	CCONJ
american_scientific_journal-7381	86	12	2	2	NUM
american_scientific_journal-7381	86	13	or	or	CCONJ
american_scientific_journal-7381	86	14	3	3	NUM
american_scientific_journal-7381	86	15	or	or	CCONJ
american_scientific_journal-7381	86	16	4	4	NUM
american_scientific_journal-7381	86	17	or	or	CCONJ
american_scientific_journal-7381	86	18	5	5	NUM
american_scientific_journal-7381	86	19	or	or	CCONJ
american_scientific_journal-7381	86	20	6	6	NUM
american_scientific_journal-7381	86	21	during	during	ADP
american_scientific_journal-7381	86	22	the	the	DET
american_scientific_journal-7381	86	23	search	search	NOUN
american_scientific_journal-7381	86	24	process	process	NOUN
american_scientific_journal-7381	86	25	,	,	PUNCT
american_scientific_journal-7381	86	26	abstracts	abstract	NOUN
american_scientific_journal-7381	86	27	,	,	PUNCT
american_scientific_journal-7381	86	28	magazine	magazine	NOUN
american_scientific_journal-7381	86	29	editorials	editorial	NOUN
american_scientific_journal-7381	86	30	,	,	PUNCT
american_scientific_journal-7381	86	31	interviews	interview	NOUN
american_scientific_journal-7381	86	32	,	,	PUNCT
american_scientific_journal-7381	86	33	letters	letter	NOUN
american_scientific_journal-7381	86	34	,	,	PUNCT
american_scientific_journal-7381	86	35	blog	blog	NOUN
american_scientific_journal-7381	86	36	discussions	discussion	NOUN
american_scientific_journal-7381	86	37	,	,	PUNCT
american_scientific_journal-7381	86	38	documents	document	NOUN
american_scientific_journal-7381	86	39	from	from	ADP
american_scientific_journal-7381	86	40	workshops	workshop	NOUN
american_scientific_journal-7381	86	41	and	and	CCONJ
american_scientific_journal-7381	86	42	posters	poster	NOUN
american_scientific_journal-7381	86	43	were	be	AUX
american_scientific_journal-7381	86	44	not	not	PART
american_scientific_journal-7381	86	45	considered	consider	VERB
american_scientific_journal-7381	86	46	.	.	PUNCT
american_scientific_journal-7381	87	1	the	the	DET
american_scientific_journal-7381	87	2	retrieved	retrieve	VERB
american_scientific_journal-7381	87	3	papers	paper	NOUN
american_scientific_journal-7381	87	4	were	be	AUX
american_scientific_journal-7381	87	5	stored	store	VERB
american_scientific_journal-7381	87	6	in	in	ADP
american_scientific_journal-7381	87	7	elsevier	elsevier	PROPN
american_scientific_journal-7381	87	8	's	's	PART
american_scientific_journal-7381	87	9	mendeley	mendeley	NOUN
american_scientific_journal-7381	87	10	reference	reference	NOUN
american_scientific_journal-7381	87	11	manager	manager	NOUN
american_scientific_journal-7381	87	12	(	(	PUNCT
american_scientific_journal-7381	87	13	https://www.mendeley.com	https://www.mendeley.com	X
american_scientific_journal-7381	87	14	)	)	PUNCT
american_scientific_journal-7381	87	15	.	.	PUNCT
american_scientific_journal-7381	88	1	mendeley	mendeley	PROPN
american_scientific_journal-7381	88	2	was	be	AUX
american_scientific_journal-7381	88	3	also	also	ADV
american_scientific_journal-7381	88	4	used	use	VERB
american_scientific_journal-7381	88	5	to	to	PART
american_scientific_journal-7381	88	6	remove	remove	VERB
american_scientific_journal-7381	88	7	retrieved	retrieved	ADJ
american_scientific_journal-7381	88	8	papers	paper	NOUN
american_scientific_journal-7381	88	9	more	more	ADJ
american_scientific_journal-7381	88	10	than	than	ADP
american_scientific_journal-7381	88	11	once	once	ADV
american_scientific_journal-7381	88	12	in	in	ADP
american_scientific_journal-7381	88	13	the	the	DET
american_scientific_journal-7381	88	14	search	search	NOUN
american_scientific_journal-7381	88	15	process	process	NOUN
american_scientific_journal-7381	88	16	.	.	PUNCT
american_scientific_journal-7381	89	1	after	after	ADP
american_scientific_journal-7381	89	2	the	the	DET
american_scientific_journal-7381	89	3	analysis	analysis	NOUN
american_scientific_journal-7381	89	4	in	in	ADP
american_scientific_journal-7381	89	5	mendeley	mendeley	NOUN
american_scientific_journal-7381	89	6	,	,	PUNCT
american_scientific_journal-7381	89	7	the	the	DET
american_scientific_journal-7381	89	8	articles	article	NOUN
american_scientific_journal-7381	89	9	were	be	AUX
american_scientific_journal-7381	89	10	imported	import	VERB
american_scientific_journal-7381	89	11	into	into	ADP
american_scientific_journal-7381	89	12	a	a	DET
american_scientific_journal-7381	89	13	spreadsheet	spreadsheet	NOUN
american_scientific_journal-7381	89	14	in	in	ADP
american_scientific_journal-7381	89	15	ms	ms	PROPN
american_scientific_journal-7381	89	16	-	-	NOUN
american_scientific_journal-7381	89	17	excel	excel	NOUN
american_scientific_journal-7381	89	18	with	with	ADP
american_scientific_journal-7381	89	19	the	the	DET
american_scientific_journal-7381	89	20	respective	respective	ADJ
american_scientific_journal-7381	89	21	metadata	metadata	NOUN
american_scientific_journal-7381	89	22	(	(	PUNCT
american_scientific_journal-7381	89	23	authors	author	NOUN
american_scientific_journal-7381	89	24	,	,	PUNCT
american_scientific_journal-7381	89	25	citations	citation	NOUN
american_scientific_journal-7381	89	26	,	,	PUNCT
american_scientific_journal-7381	89	27	abstracts	abstract	NOUN
american_scientific_journal-7381	89	28	,	,	PUNCT
american_scientific_journal-7381	89	29	publication	publication	NOUN
american_scientific_journal-7381	89	30	data	datum	NOUN
american_scientific_journal-7381	89	31	)	)	PUNCT
american_scientific_journal-7381	89	32	.	.	PUNCT
american_scientific_journal-7381	90	1	the	the	DET
american_scientific_journal-7381	90	2	r	r	NOUN
american_scientific_journal-7381	90	3	language	language	NOUN
american_scientific_journal-7381	90	4	(	(	PUNCT
american_scientific_journal-7381	90	5	https://www.rproject.org	https://www.rproject.org	X
american_scientific_journal-7381	90	6	)	)	PUNCT
american_scientific_journal-7381	90	7	was	be	AUX
american_scientific_journal-7381	90	8	used	use	VERB
american_scientific_journal-7381	90	9	in	in	ADP
american_scientific_journal-7381	90	10	the	the	DET
american_scientific_journal-7381	90	11	process	process	NOUN
american_scientific_journal-7381	90	12	of	of	ADP
american_scientific_journal-7381	90	13	grouping	group	VERB
american_scientific_journal-7381	90	14	the	the	DET
american_scientific_journal-7381	90	15	results	result	NOUN
american_scientific_journal-7381	90	16	,	,	PUNCT
american_scientific_journal-7381	90	17	in	in	ADP
american_scientific_journal-7381	90	18	the	the	DET
american_scientific_journal-7381	90	19	use	use	NOUN
american_scientific_journal-7381	90	20	of	of	ADP
american_scientific_journal-7381	90	21	statistical	statistical	ADJ
american_scientific_journal-7381	90	22	functions	function	NOUN
american_scientific_journal-7381	90	23	and	and	CCONJ
american_scientific_journal-7381	90	24	in	in	ADP
american_scientific_journal-7381	90	25	the	the	DET
american_scientific_journal-7381	90	26	generation	generation	NOUN
american_scientific_journal-7381	90	27	of	of	ADP
american_scientific_journal-7381	90	28	graphs	graph	NOUN
american_scientific_journal-7381	90	29	.	.	PUNCT
american_scientific_journal-7381	91	1	in	in	ADP
american_scientific_journal-7381	91	2	phase	phase	NOUN
american_scientific_journal-7381	91	3	02	02	NUM
american_scientific_journal-7381	91	4	of	of	ADP
american_scientific_journal-7381	91	5	this	this	DET
american_scientific_journal-7381	91	6	literature	literature	NOUN
american_scientific_journal-7381	91	7	review	review	NOUN
american_scientific_journal-7381	91	8	,	,	PUNCT
american_scientific_journal-7381	91	9	the	the	DET
american_scientific_journal-7381	91	10	titles	title	NOUN
american_scientific_journal-7381	91	11	were	be	AUX
american_scientific_journal-7381	91	12	analyzed	analyze	VERB
american_scientific_journal-7381	91	13	to	to	PART
american_scientific_journal-7381	91	14	remove	remove	VERB
american_scientific_journal-7381	91	15	papers	paper	NOUN
american_scientific_journal-7381	91	16	that	that	PRON
american_scientific_journal-7381	91	17	are	be	AUX
american_scientific_journal-7381	91	18	not	not	PART
american_scientific_journal-7381	91	19	related	relate	VERB
american_scientific_journal-7381	91	20	to	to	ADP
american_scientific_journal-7381	91	21	the	the	DET
american_scientific_journal-7381	91	22	main	main	ADJ
american_scientific_journal-7381	91	23	theme	theme	NOUN
american_scientific_journal-7381	91	24	of	of	ADP
american_scientific_journal-7381	91	25	this	this	DET
american_scientific_journal-7381	91	26	work	work	NOUN
american_scientific_journal-7381	91	27	.	.	PUNCT
american_scientific_journal-7381	92	1	in	in	ADP
american_scientific_journal-7381	92	2	phase	phase	NOUN
american_scientific_journal-7381	92	3	03	03	NUM
american_scientific_journal-7381	92	4	,	,	PUNCT
american_scientific_journal-7381	92	5	an	an	DET
american_scientific_journal-7381	92	6	analysis	analysis	NOUN
american_scientific_journal-7381	92	7	was	be	AUX
american_scientific_journal-7381	92	8	performed	perform	VERB
american_scientific_journal-7381	92	9	on	on	ADP
american_scientific_journal-7381	92	10	the	the	DET
american_scientific_journal-7381	92	11	abstracts	abstract	NOUN
american_scientific_journal-7381	92	12	to	to	PART
american_scientific_journal-7381	92	13	select	select	VERB
american_scientific_journal-7381	92	14	relevant	relevant	ADJ
american_scientific_journal-7381	92	15	papers	paper	NOUN
american_scientific_journal-7381	92	16	.	.	PUNCT
american_scientific_journal-7381	93	1	in	in	ADP
american_scientific_journal-7381	93	2	phase	phase	NOUN
american_scientific_journal-7381	93	3	04	04	NUM
american_scientific_journal-7381	93	4	,	,	PUNCT
american_scientific_journal-7381	93	5	studies	study	NOUN
american_scientific_journal-7381	93	6	qualitative	qualitative	VERB
american_scientific_journal-7381	93	7	analysis	analysis	NOUN
american_scientific_journal-7381	93	8	was	be	AUX
american_scientific_journal-7381	93	9	carried	carry	VERB
american_scientific_journal-7381	93	10	out	out	ADP
american_scientific_journal-7381	93	11	using	use	VERB
american_scientific_journal-7381	93	12	the	the	DET
american_scientific_journal-7381	93	13	previously	previously	ADV
american_scientific_journal-7381	93	14	defined	define	VERB
american_scientific_journal-7381	93	15	quality	quality	NOUN
american_scientific_journal-7381	93	16	criteria	criterion	NOUN
american_scientific_journal-7381	93	17	.	.	PUNCT
american_scientific_journal-7381	94	1	the	the	DET
american_scientific_journal-7381	94	2	quality	quality	NOUN
american_scientific_journal-7381	94	3	criteria	criterion	NOUN
american_scientific_journal-7381	94	4	considered	consider	VERB
american_scientific_journal-7381	94	5	in	in	ADP
american_scientific_journal-7381	94	6	this	this	DET
american_scientific_journal-7381	94	7	work	work	NOUN
american_scientific_journal-7381	94	8	evaluated	evaluate	VERB
american_scientific_journal-7381	94	9	the	the	DET
american_scientific_journal-7381	94	10	research	research	NOUN
american_scientific_journal-7381	94	11	methods	method	NOUN
american_scientific_journal-7381	94	12	used	use	VERB
american_scientific_journal-7381	94	13	in	in	ADP
american_scientific_journal-7381	94	14	the	the	DET
american_scientific_journal-7381	94	15	studies	study	NOUN
american_scientific_journal-7381	94	16	,	,	PUNCT
american_scientific_journal-7381	94	17	following	follow	VERB
american_scientific_journal-7381	94	18	the	the	DET
american_scientific_journal-7381	94	19	guidance	guidance	NOUN
american_scientific_journal-7381	94	20	of	of	ADP
american_scientific_journal-7381	94	21	[	[	X
american_scientific_journal-7381	94	22	14	14	NUM
american_scientific_journal-7381	94	23	]	]	PUNCT
american_scientific_journal-7381	94	24	,	,	PUNCT
american_scientific_journal-7381	94	25	[	[	X
american_scientific_journal-7381	94	26	16	16	NUM
american_scientific_journal-7381	94	27	]	]	PUNCT
american_scientific_journal-7381	94	28	.	.	PUNCT
american_scientific_journal-7381	95	1	in	in	ADP
american_scientific_journal-7381	95	2	addition	addition	NOUN
american_scientific_journal-7381	95	3	,	,	PUNCT
american_scientific_journal-7381	95	4	the	the	DET
american_scientific_journal-7381	95	5	quality	quality	NOUN
american_scientific_journal-7381	95	6	of	of	ADP
american_scientific_journal-7381	95	7	the	the	DET
american_scientific_journal-7381	95	8	content	content	NOUN
american_scientific_journal-7381	95	9	presented	present	VERB
american_scientific_journal-7381	95	10	in	in	ADP
american_scientific_journal-7381	95	11	the	the	DET
american_scientific_journal-7381	95	12	papers	paper	NOUN
american_scientific_journal-7381	95	13	was	be	AUX
american_scientific_journal-7381	95	14	evaluated	evaluate	VERB
american_scientific_journal-7381	95	15	,	,	PUNCT
american_scientific_journal-7381	95	16	as	as	ADV
american_scientific_journal-7381	95	17	well	well	ADV
american_scientific_journal-7381	95	18	as	as	ADP
american_scientific_journal-7381	95	19	the	the	DET
american_scientific_journal-7381	95	20	studies	study	NOUN
american_scientific_journal-7381	95	21	relevance	relevance	NOUN
american_scientific_journal-7381	95	22	to	to	ADP
american_scientific_journal-7381	95	23	the	the	DET
american_scientific_journal-7381	95	24	research	research	NOUN
american_scientific_journal-7381	95	25	.	.	PUNCT
american_scientific_journal-7381	96	1	the	the	DET
american_scientific_journal-7381	96	2	quality	quality	NOUN
american_scientific_journal-7381	96	3	assessment	assessment	NOUN
american_scientific_journal-7381	96	4	criteria	criterion	NOUN
american_scientific_journal-7381	96	5	are	be	AUX
american_scientific_journal-7381	96	6	presented	present	VERB
american_scientific_journal-7381	96	7	below	below	ADP
american_scientific_journal-7381	96	8	:	:	PUNCT
american_scientific_journal-7381	96	9			PRON
american_scientific_journal-7381	96	10	the	the	DET
american_scientific_journal-7381	96	11	evaluated	evaluated	ADJ
american_scientific_journal-7381	96	12	study	study	NOUN
american_scientific_journal-7381	96	13	reports	report	NOUN
american_scientific_journal-7381	96	14	empirical	empirical	ADJ
american_scientific_journal-7381	96	15	work	work	NOUN
american_scientific_journal-7381	96	16	or	or	CCONJ
american_scientific_journal-7381	96	17	only	only	ADV
american_scientific_journal-7381	96	18	lessons	lesson	NOUN
american_scientific_journal-7381	96	19	learned	learn	VERB
american_scientific_journal-7381	96	20	,	,	PUNCT
american_scientific_journal-7381	96	21	based	base	VERB
american_scientific_journal-7381	96	22	on	on	ADP
american_scientific_journal-7381	96	23	expert	expert	NOUN
american_scientific_journal-7381	96	24	opinions	opinion	NOUN
american_scientific_journal-7381	96	25	.	.	PUNCT
american_scientific_journal-7381	97	1			X
american_scientific_journal-7381	98	1	the	the	DET
american_scientific_journal-7381	98	2	answers	answer	NOUN
american_scientific_journal-7381	98	3	to	to	ADP
american_scientific_journal-7381	98	4	the	the	DET
american_scientific_journal-7381	98	5	research	research	NOUN
american_scientific_journal-7381	98	6	questions	question	NOUN
american_scientific_journal-7381	98	7	are	be	AUX
american_scientific_journal-7381	98	8	clear	clear	ADJ
american_scientific_journal-7381	98	9	in	in	ADP
american_scientific_journal-7381	98	10	the	the	DET
american_scientific_journal-7381	98	11	paper	paper	NOUN
american_scientific_journal-7381	98	12	.	.	PUNCT
american_scientific_journal-7381	99	1			X
american_scientific_journal-7381	99	2	there	there	PRON
american_scientific_journal-7381	99	3	is	be	VERB
american_scientific_journal-7381	99	4	a	a	DET
american_scientific_journal-7381	99	5	clear	clear	ADJ
american_scientific_journal-7381	99	6	description	description	NOUN
american_scientific_journal-7381	99	7	of	of	ADP
american_scientific_journal-7381	99	8	the	the	DET
american_scientific_journal-7381	99	9	context	context	NOUN
american_scientific_journal-7381	99	10	in	in	ADP
american_scientific_journal-7381	99	11	which	which	PRON
american_scientific_journal-7381	99	12	the	the	DET
american_scientific_journal-7381	99	13	paper	paper	NOUN
american_scientific_journal-7381	99	14	was	be	AUX
american_scientific_journal-7381	99	15	applied	apply	VERB
american_scientific_journal-7381	99	16	or	or	CCONJ
american_scientific_journal-7381	99	17	where	where	SCONJ
american_scientific_journal-7381	99	18	the	the	DET
american_scientific_journal-7381	99	19	research	research	NOUN
american_scientific_journal-7381	99	20	was	be	AUX
american_scientific_journal-7381	99	21	carried	carry	VERB
american_scientific_journal-7381	99	22	out	out	ADP
american_scientific_journal-7381	99	23	.	.	PUNCT
american_scientific_journal-7381	100	1			X
american_scientific_journal-7381	101	1	the	the	DET
american_scientific_journal-7381	101	2	research	research	NOUN
american_scientific_journal-7381	101	3	methods	method	NOUN
american_scientific_journal-7381	101	4	used	use	VERB
american_scientific_journal-7381	101	5	in	in	ADP
american_scientific_journal-7381	101	6	the	the	DET
american_scientific_journal-7381	101	7	paper	paper	NOUN
american_scientific_journal-7381	101	8	are	be	AUX
american_scientific_journal-7381	101	9	in	in	ADP
american_scientific_journal-7381	101	10	accordance	accordance	NOUN
american_scientific_journal-7381	101	11	with	with	ADP
american_scientific_journal-7381	101	12	academically	academically	ADV
american_scientific_journal-7381	101	13	applied	apply	VERB
american_scientific_journal-7381	101	14	methodologies	methodology	NOUN
american_scientific_journal-7381	101	15	.	.	PUNCT
american_scientific_journal-7381	102	1			X
american_scientific_journal-7381	102	2	there	there	PRON
american_scientific_journal-7381	102	3	is	be	VERB
american_scientific_journal-7381	102	4	a	a	DET
american_scientific_journal-7381	102	5	clear	clear	ADJ
american_scientific_journal-7381	102	6	description	description	NOUN
american_scientific_journal-7381	102	7	of	of	ADP
american_scientific_journal-7381	102	8	the	the	DET
american_scientific_journal-7381	102	9	methods	method	NOUN
american_scientific_journal-7381	102	10	used	use	VERB
american_scientific_journal-7381	102	11	in	in	ADP
american_scientific_journal-7381	102	12	analyzing	analyze	VERB
american_scientific_journal-7381	102	13	the	the	DET
american_scientific_journal-7381	102	14	results	result	NOUN
american_scientific_journal-7381	102	15	.	.	PUNCT
american_scientific_journal-7381	103	1			X
american_scientific_journal-7381	103	2	the	the	DET
american_scientific_journal-7381	103	3	evaluated	evaluated	ADJ
american_scientific_journal-7381	103	4	study	study	NOUN
american_scientific_journal-7381	103	5	provides	provide	VERB
american_scientific_journal-7381	103	6	value	value	NOUN
american_scientific_journal-7381	103	7	to	to	ADP
american_scientific_journal-7381	103	8	the	the	DET
american_scientific_journal-7381	103	9	research	research	NOUN
american_scientific_journal-7381	103	10	.	.	PUNCT
american_scientific_journal-7381	104	1	the	the	DET
american_scientific_journal-7381	104	2	quality	quality	NOUN
american_scientific_journal-7381	104	3	criteria	criterion	NOUN
american_scientific_journal-7381	104	4	answers	answer	NOUN
american_scientific_journal-7381	104	5	,	,	PUNCT
american_scientific_journal-7381	104	6	specified	specify	VERB
american_scientific_journal-7381	104	7	above	above	ADV
american_scientific_journal-7381	104	8	,	,	PUNCT
american_scientific_journal-7381	104	9	were	be	AUX
american_scientific_journal-7381	104	10	mapped	map	VERB
american_scientific_journal-7381	104	11	into	into	ADP
american_scientific_journal-7381	104	12	numerical	numerical	ADJ
american_scientific_journal-7381	104	13	values	value	NOUN
american_scientific_journal-7381	104	14	to	to	PART
american_scientific_journal-7381	104	15	carry	carry	VERB
american_scientific_journal-7381	104	16	out	out	ADP
american_scientific_journal-7381	104	17	results	result	NOUN
american_scientific_journal-7381	104	18	quantitative	quantitative	ADJ
american_scientific_journal-7381	104	19	analysis	analysis	NOUN
american_scientific_journal-7381	104	20	.	.	PUNCT
american_scientific_journal-7381	105	1	in	in	ADP
american_scientific_journal-7381	105	2	the	the	DET
american_scientific_journal-7381	105	3	analysis	analysis	NOUN
american_scientific_journal-7381	105	4	process	process	NOUN
american_scientific_journal-7381	105	5	,	,	PUNCT
american_scientific_journal-7381	105	6	as	as	ADV
american_scientific_journal-7381	105	7	well	well	ADV
american_scientific_journal-7381	105	8	as	as	ADP
american_scientific_journal-7381	105	9	in	in	ADP
american_scientific_journal-7381	105	10	the	the	DET
american_scientific_journal-7381	105	11	synthesis	synthesis	NOUN
american_scientific_journal-7381	105	12	of	of	ADP
american_scientific_journal-7381	105	13	results	result	NOUN
american_scientific_journal-7381	105	14	,	,	PUNCT
american_scientific_journal-7381	105	15	the	the	DET
american_scientific_journal-7381	105	16	data	datum	NOUN
american_scientific_journal-7381	105	17	that	that	PRON
american_scientific_journal-7381	105	18	were	be	AUX
american_scientific_journal-7381	105	19	stored	store	VERB
american_scientific_journal-7381	105	20	in	in	ADP
american_scientific_journal-7381	105	21	excel	excel	NOUN
american_scientific_journal-7381	105	22	were	be	AUX
american_scientific_journal-7381	105	23	exported	export	VERB
american_scientific_journal-7381	105	24	using	use	VERB
american_scientific_journal-7381	105	25	the	the	DET
american_scientific_journal-7381	105	26	r	r	NOUN
american_scientific_journal-7381	105	27	language	language	NOUN
american_scientific_journal-7381	105	28	to	to	PART
american_scientific_journal-7381	105	29	perform	perform	VERB
american_scientific_journal-7381	105	30	the	the	DET
american_scientific_journal-7381	105	31	statistical	statistical	ADJ
american_scientific_journal-7381	105	32	analyses	analysis	NOUN
american_scientific_journal-7381	105	33	,	,	PUNCT
american_scientific_journal-7381	105	34	using	use	VERB
american_scientific_journal-7381	105	35	inferential	inferential	ADJ
american_scientific_journal-7381	105	36	and	and	CCONJ
american_scientific_journal-7381	105	37	descriptive	descriptive	ADJ
american_scientific_journal-7381	105	38	methods	method	NOUN
american_scientific_journal-7381	105	39	.	.	PUNCT
american_scientific_journal-7381	106	1	meta	meta	ADJ
american_scientific_journal-7381	106	2	-	-	PUNCT
american_scientific_journal-7381	106	3	analysis	analysis	NOUN
american_scientific_journal-7381	106	4	methods	method	NOUN
american_scientific_journal-7381	106	5	were	be	AUX
american_scientific_journal-7381	106	6	also	also	ADV
american_scientific_journal-7381	106	7	used	use	VERB
american_scientific_journal-7381	106	8	as	as	SCONJ
american_scientific_journal-7381	106	9	recommended	recommend	VERB
american_scientific_journal-7381	106	10	by	by	ADP
american_scientific_journal-7381	106	11	[	[	X
american_scientific_journal-7381	106	12	14	14	NUM
american_scientific_journal-7381	106	13	]	]	PUNCT
american_scientific_journal-7381	106	14	,	,	PUNCT
american_scientific_journal-7381	106	15	[	[	X
american_scientific_journal-7381	106	16	16	16	NUM
american_scientific_journal-7381	106	17	]	]	PUNCT
american_scientific_journal-7381	106	18	.	.	PUNCT
american_scientific_journal-7381	107	1	the	the	DET
american_scientific_journal-7381	107	2	statistical	statistical	ADJ
american_scientific_journal-7381	107	3	functions	function	NOUN
american_scientific_journal-7381	107	4	used	use	VERB
american_scientific_journal-7381	107	5	were	be	AUX
american_scientific_journal-7381	107	6	mean	mean	ADJ
american_scientific_journal-7381	107	7	,	,	PUNCT
american_scientific_journal-7381	107	8	standard	standard	ADJ
american_scientific_journal-7381	107	9	deviation	deviation	NOUN
american_scientific_journal-7381	107	10	,	,	PUNCT
american_scientific_journal-7381	107	11	kappa	kappa	ADJ
american_scientific_journal-7381	107	12	coefficient	coefficient	NOUN
american_scientific_journal-7381	107	13	and	and	CCONJ
american_scientific_journal-7381	107	14	correlation	correlation	NOUN
american_scientific_journal-7381	107	15	coefficient	coefficient	NOUN
american_scientific_journal-7381	107	16	(	(	PUNCT
american_scientific_journal-7381	107	17	when	when	SCONJ
american_scientific_journal-7381	107	18	necessary	necessary	ADJ
american_scientific_journal-7381	107	19	)	)	PUNCT
american_scientific_journal-7381	107	20	.	.	PUNCT
american_scientific_journal-7381	108	1	the	the	DET
american_scientific_journal-7381	108	2	analyzes	analyze	NOUN
american_scientific_journal-7381	108	3	were	be	AUX
american_scientific_journal-7381	108	4	performed	perform	VERB
american_scientific_journal-7381	108	5	in	in	ADP
american_scientific_journal-7381	108	6	the	the	DET
american_scientific_journal-7381	108	7	r	r	NOUN
american_scientific_journal-7381	108	8	studio	studio	NOUN
american_scientific_journal-7381	108	9	environment	environment	NOUN
american_scientific_journal-7381	108	10	(	(	PUNCT
american_scientific_journal-7381	108	11	r	r	NOUN
american_scientific_journal-7381	108	12	-	-	PUNCT
american_scientific_journal-7381	108	13	language	language	NOUN
american_scientific_journal-7381	108	14	code	code	NOUN
american_scientific_journal-7381	108	15	development	development	NOUN
american_scientific_journal-7381	108	16	environment	environment	NOUN
american_scientific_journal-7381	108	17	–	–	PUNCT
american_scientific_journal-7381	108	18	available	available	ADJ
american_scientific_journal-7381	108	19	:	:	PUNCT
american_scientific_journal-7381	108	20	https://www.rstudio.com	https://www.rstudio.com	X
american_scientific_journal-7381	108	21	)	)	PUNCT
american_scientific_journal-7381	108	22	.	.	PUNCT
american_scientific_journal-7381	109	1	the	the	DET
american_scientific_journal-7381	109	2	research	research	NOUN
american_scientific_journal-7381	109	3	questions	question	NOUN
american_scientific_journal-7381	109	4	were	be	AUX
american_scientific_journal-7381	109	5	answered	answer	VERB
american_scientific_journal-7381	109	6	with	with	ADP
american_scientific_journal-7381	109	7	the	the	DET
american_scientific_journal-7381	109	8	results	result	NOUN
american_scientific_journal-7381	109	9	obtained	obtain	VERB
american_scientific_journal-7381	109	10	from	from	ADP
american_scientific_journal-7381	109	11	the	the	DET
american_scientific_journal-7381	109	12	results	result	NOUN
american_scientific_journal-7381	109	13	synthesis	synthesis	NOUN
american_scientific_journal-7381	109	14	process	process	NOUN
american_scientific_journal-7381	109	15	.	.	PUNCT
american_scientific_journal-7381	110	1	4	4	X
american_scientific_journal-7381	110	2	.	.	X
american_scientific_journal-7381	110	3	process	process	NOUN
american_scientific_journal-7381	110	4	papers	paper	NOUN
american_scientific_journal-7381	110	5	selection	selection	NOUN
american_scientific_journal-7381	110	6	and	and	CCONJ
american_scientific_journal-7381	110	7	data	datum	NOUN
american_scientific_journal-7381	110	8	extraction	extraction	NOUN
american_scientific_journal-7381	110	9	the	the	DET
american_scientific_journal-7381	110	10	article	article	NOUN
american_scientific_journal-7381	110	11	selection	selection	NOUN
american_scientific_journal-7381	110	12	process	process	NOUN
american_scientific_journal-7381	110	13	was	be	AUX
american_scientific_journal-7381	110	14	applied	apply	VERB
american_scientific_journal-7381	110	15	from	from	ADP
american_scientific_journal-7381	110	16	the	the	DET
american_scientific_journal-7381	110	17	phases	phase	NOUN
american_scientific_journal-7381	110	18	illustrated	illustrate	VERB
american_scientific_journal-7381	110	19	in	in	ADP
american_scientific_journal-7381	110	20	figure	figure	NOUN
american_scientific_journal-7381	110	21	1	1	NUM
american_scientific_journal-7381	110	22	,	,	PUNCT
american_scientific_journal-7381	110	23	presented	present	VERB
american_scientific_journal-7381	110	24	in	in	ADP
american_scientific_journal-7381	110	25	section	section	NOUN
american_scientific_journal-7381	110	26	3	3	NUM
american_scientific_journal-7381	110	27	american	american	PROPN
american_scientific_journal-7381	110	28	academic	academic	ADJ
american_scientific_journal-7381	110	29	scientific	scientific	ADJ
american_scientific_journal-7381	110	30	research	research	NOUN
american_scientific_journal-7381	110	31	journal	journal	NOUN
american_scientific_journal-7381	110	32	for	for	ADP
american_scientific_journal-7381	110	33	engineering	engineering	NOUN
american_scientific_journal-7381	110	34	,	,	PUNCT
american_scientific_journal-7381	110	35	technology	technology	NOUN
american_scientific_journal-7381	110	36	,	,	PUNCT
american_scientific_journal-7381	110	37	and	and	CCONJ
american_scientific_journal-7381	110	38	sciences	science	NOUN
american_scientific_journal-7381	110	39	(	(	PUNCT
american_scientific_journal-7381	110	40	asrjets	asrjet	NOUN
american_scientific_journal-7381	110	41	)	)	PUNCT
american_scientific_journal-7381	110	42	(	(	PUNCT
american_scientific_journal-7381	110	43	2022)volume	2022)volume	NUM
american_scientific_journal-7381	110	44	85	85	NUM
american_scientific_journal-7381	110	45	,	,	PUNCT
american_scientific_journal-7381	110	46	no1	no1	NOUN
american_scientific_journal-7381	110	47	,	,	PUNCT
american_scientific_journal-7381	110	48	pp	pp	ADP
american_scientific_journal-7381	110	49	370396	370396	NUM
american_scientific_journal-7381	110	50	376	376	NUM
american_scientific_journal-7381	110	51	(	(	PUNCT
american_scientific_journal-7381	110	52	methodology	methodology	NOUN
american_scientific_journal-7381	110	53	)	)	PUNCT
american_scientific_journal-7381	110	54	.	.	PUNCT
american_scientific_journal-7381	111	1	figure	figure	NOUN
american_scientific_journal-7381	111	2	2	2	NUM
american_scientific_journal-7381	111	3	illustrates	illustrate	VERB
american_scientific_journal-7381	111	4	the	the	DET
american_scientific_journal-7381	111	5	quantitative	quantitative	ADJ
american_scientific_journal-7381	111	6	result	result	NOUN
american_scientific_journal-7381	111	7	obtained	obtain	VERB
american_scientific_journal-7381	111	8	from	from	ADP
american_scientific_journal-7381	111	9	the	the	DET
american_scientific_journal-7381	111	10	article	article	NOUN
american_scientific_journal-7381	111	11	selection	selection	NOUN
american_scientific_journal-7381	111	12	process	process	NOUN
american_scientific_journal-7381	111	13	in	in	ADP
american_scientific_journal-7381	111	14	each	each	DET
american_scientific_journal-7381	111	15	search	search	NOUN
american_scientific_journal-7381	111	16	repository	repository	NOUN
american_scientific_journal-7381	111	17	.	.	PUNCT
american_scientific_journal-7381	112	1	figure	figure	VERB
american_scientific_journal-7381	112	2	1	1	NUM
american_scientific_journal-7381	112	3	:	:	PUNCT
american_scientific_journal-7381	112	4	paper	paper	NOUN
american_scientific_journal-7381	112	5	selection	selection	NOUN
american_scientific_journal-7381	112	6	phases	phase	NOUN
american_scientific_journal-7381	112	7	.	.	PUNCT
american_scientific_journal-7381	113	1	5	5	X
american_scientific_journal-7381	113	2	.	.	X
american_scientific_journal-7381	113	3	results	result	NOUN
american_scientific_journal-7381	113	4	there	there	PRON
american_scientific_journal-7381	113	5	has	have	AUX
american_scientific_journal-7381	113	6	been	be	AUX
american_scientific_journal-7381	113	7	an	an	DET
american_scientific_journal-7381	113	8	increase	increase	NOUN
american_scientific_journal-7381	113	9	in	in	ADP
american_scientific_journal-7381	113	10	publications	publication	NOUN
american_scientific_journal-7381	113	11	in	in	ADP
american_scientific_journal-7381	113	12	recent	recent	ADJ
american_scientific_journal-7381	113	13	years	year	NOUN
american_scientific_journal-7381	113	14	,	,	PUNCT
american_scientific_journal-7381	113	15	confirming	confirm	VERB
american_scientific_journal-7381	113	16	the	the	DET
american_scientific_journal-7381	113	17	work	work	NOUN
american_scientific_journal-7381	113	18	of	of	ADP
american_scientific_journal-7381	113	19	[	[	X
american_scientific_journal-7381	113	20	17	17	NUM
american_scientific_journal-7381	113	21	]	]	PUNCT
american_scientific_journal-7381	113	22	,	,	PUNCT
american_scientific_journal-7381	113	23	who	who	PRON
american_scientific_journal-7381	113	24	made	make	VERB
american_scientific_journal-7381	113	25	similar	similar	ADJ
american_scientific_journal-7381	113	26	analysis	analysis	NOUN
american_scientific_journal-7381	113	27	related	relate	VERB
american_scientific_journal-7381	113	28	to	to	ADP
american_scientific_journal-7381	113	29	machine	machine	NOUN
american_scientific_journal-7381	113	30	learning	learn	VERB
american_scientific_journal-7381	113	31	application	application	NOUN
american_scientific_journal-7381	113	32	in	in	ADP
american_scientific_journal-7381	113	33	software	software	NOUN
american_scientific_journal-7381	113	34	testing	testing	NOUN
american_scientific_journal-7381	113	35	.	.	PUNCT
american_scientific_journal-7381	114	1	however	however	ADV
american_scientific_journal-7381	114	2	,	,	PUNCT
american_scientific_journal-7381	114	3	in	in	ADP
american_scientific_journal-7381	114	4	2020	2020	NUM
american_scientific_journal-7381	114	5	and	and	CCONJ
american_scientific_journal-7381	114	6	2021	2021	NUM
american_scientific_journal-7381	114	7	,	,	PUNCT
american_scientific_journal-7381	114	8	there	there	PRON
american_scientific_journal-7381	114	9	was	be	VERB
american_scientific_journal-7381	114	10	a	a	DET
american_scientific_journal-7381	114	11	significant	significant	ADJ
american_scientific_journal-7381	114	12	drop	drop	NOUN
american_scientific_journal-7381	114	13	compared	compare	VERB
american_scientific_journal-7381	114	14	to	to	ADP
american_scientific_journal-7381	114	15	2018	2018	NUM
american_scientific_journal-7381	114	16	and	and	CCONJ
american_scientific_journal-7381	114	17	2019	2019	NUM
american_scientific_journal-7381	114	18	.	.	PUNCT
american_scientific_journal-7381	115	1	this	this	DET
american_scientific_journal-7381	115	2	drop	drop	NOUN
american_scientific_journal-7381	115	3	may	may	AUX
american_scientific_journal-7381	115	4	be	be	AUX
american_scientific_journal-7381	115	5	associated	associate	VERB
american_scientific_journal-7381	115	6	with	with	ADP
american_scientific_journal-7381	115	7	the	the	DET
american_scientific_journal-7381	115	8	impacts	impact	NOUN
american_scientific_journal-7381	115	9	of	of	ADP
american_scientific_journal-7381	115	10	the	the	DET
american_scientific_journal-7381	115	11	covid-19	covid-19	PROPN
american_scientific_journal-7381	115	12	pandemic	pandemic	NOUN
american_scientific_journal-7381	115	13	,	,	PUNCT
american_scientific_journal-7381	115	14	which	which	PRON
american_scientific_journal-7381	115	15	reduced	reduce	VERB
american_scientific_journal-7381	115	16	the	the	DET
american_scientific_journal-7381	115	17	number	number	NOUN
american_scientific_journal-7381	115	18	of	of	ADP
american_scientific_journal-7381	115	19	conferences	conference	NOUN
american_scientific_journal-7381	115	20	due	due	ADP
american_scientific_journal-7381	115	21	to	to	ADP
american_scientific_journal-7381	115	22	sanitary	sanitary	ADJ
american_scientific_journal-7381	115	23	restrictions	restriction	NOUN
american_scientific_journal-7381	115	24	.	.	PUNCT
american_scientific_journal-7381	116	1	figure	figure	NOUN
american_scientific_journal-7381	116	2	03	03	NUM
american_scientific_journal-7381	116	3	shows	show	VERB
american_scientific_journal-7381	116	4	the	the	DET
american_scientific_journal-7381	116	5	number	number	NOUN
american_scientific_journal-7381	116	6	of	of	ADP
american_scientific_journal-7381	116	7	publications	publication	NOUN
american_scientific_journal-7381	116	8	per	per	ADP
american_scientific_journal-7381	116	9	year	year	NOUN
american_scientific_journal-7381	116	10	.	.	PUNCT
american_scientific_journal-7381	117	1	acm	acm	PROPN
american_scientific_journal-7381	117	2	:	:	PUNCT
american_scientific_journal-7381	117	3	327	327	NUM
american_scientific_journal-7381	117	4	ieee	ieee	NOUN
american_scientific_journal-7381	117	5	xplore	xplore	NOUN
american_scientific_journal-7381	117	6	:	:	PUNCT
american_scientific_journal-7381	117	7	893	893	NUM
american_scientific_journal-7381	117	8	sciencedirect	sciencedirect	NOUN
american_scientific_journal-7381	117	9	:	:	PUNCT
american_scientific_journal-7381	117	10	202	202	NUM
american_scientific_journal-7381	117	11	springerlink	springerlink	NOUN
american_scientific_journal-7381	117	12	:	:	PUNCT
american_scientific_journal-7381	117	13	196	196	NUM
american_scientific_journal-7381	117	14	google	google	NOUN
american_scientific_journal-7381	117	15	scholar	scholar	NOUN
american_scientific_journal-7381	117	16	:	:	PUNCT
american_scientific_journal-7381	117	17	107	107	NUM
american_scientific_journal-7381	117	18	total	total	NOUN
american_scientific_journal-7381	117	19	:	:	PUNCT
american_scientific_journal-7381	117	20	1725	1725	NUM
american_scientific_journal-7381	117	21	acm	acm	NOUN
american_scientific_journal-7381	117	22	:	:	PUNCT
american_scientific_journal-7381	117	23	275	275	NUM
american_scientific_journal-7381	117	24	ieee	ieee	NOUN
american_scientific_journal-7381	117	25	xplore	xplore	NOUN
american_scientific_journal-7381	117	26	:	:	PUNCT
american_scientific_journal-7381	117	27	802	802	NUM
american_scientific_journal-7381	117	28	sciencedirect	sciencedirect	NOUN
american_scientific_journal-7381	117	29	:	:	PUNCT
american_scientific_journal-7381	117	30	201	201	NUM
american_scientific_journal-7381	117	31	springerlink	springerlink	NOUN
american_scientific_journal-7381	117	32	:	:	PUNCT
american_scientific_journal-7381	117	33	184	184	NUM
american_scientific_journal-7381	117	34	google	google	NOUN
american_scientific_journal-7381	117	35	scholar	scholar	NOUN
american_scientific_journal-7381	117	36	:	:	PUNCT
american_scientific_journal-7381	117	37	104	104	NUM
american_scientific_journal-7381	117	38	total	total	NOUN
american_scientific_journal-7381	117	39	:	:	PUNCT
american_scientific_journal-7381	117	40	1566	1566	NUM
american_scientific_journal-7381	117	41	acm	acm	PROPN
american_scientific_journal-7381	117	42	:	:	PUNCT
american_scientific_journal-7381	117	43	26	26	NUM
american_scientific_journal-7381	117	44	ieee	ieee	NOUN
american_scientific_journal-7381	117	45	xplore	xplore	PROPN
american_scientific_journal-7381	117	46	:	:	PUNCT
american_scientific_journal-7381	117	47	235	235	NUM
american_scientific_journal-7381	117	48	sciencedirect	sciencedirect	NOUN
american_scientific_journal-7381	117	49	:	:	PUNCT
american_scientific_journal-7381	117	50	11	11	NUM
american_scientific_journal-7381	117	51	springerlink	springerlink	NOUN
american_scientific_journal-7381	117	52	:	:	PUNCT
american_scientific_journal-7381	117	53	8	8	NUM
american_scientific_journal-7381	117	54	google	google	NOUN
american_scientific_journal-7381	117	55	scholar	scholar	NOUN
american_scientific_journal-7381	117	56	:	:	PUNCT
american_scientific_journal-7381	117	57	3	3	NUM
american_scientific_journal-7381	117	58	total:283	total:283	PROPN
american_scientific_journal-7381	117	59	acm	acm	NOUN
american_scientific_journal-7381	117	60	:	:	PUNCT
american_scientific_journal-7381	117	61	9	9	NUM
american_scientific_journal-7381	117	62	ieee	ieee	NOUN
american_scientific_journal-7381	117	63	xplore	xplore	NOUN
american_scientific_journal-7381	117	64	:	:	PUNCT
american_scientific_journal-7381	117	65	174	174	NUM
american_scientific_journal-7381	117	66	sciencedirect	sciencedirect	NOUN
american_scientific_journal-7381	117	67	:	:	PUNCT
american_scientific_journal-7381	117	68	7	7	NUM
american_scientific_journal-7381	117	69	springerlink	springerlink	NOUN
american_scientific_journal-7381	117	70	:	:	PUNCT
american_scientific_journal-7381	117	71	1	1	NUM
american_scientific_journal-7381	117	72	google	google	NOUN
american_scientific_journal-7381	117	73	scholar	scholar	NOUN
american_scientific_journal-7381	117	74	:	:	PUNCT
american_scientific_journal-7381	117	75	2	2	NUM
american_scientific_journal-7381	117	76	total:193	total:193	ADP
american_scientific_journal-7381	117	77	acm	acm	NOUN
american_scientific_journal-7381	117	78	:	:	PUNCT
american_scientific_journal-7381	117	79	1	1	NUM
american_scientific_journal-7381	117	80	ieee	ieee	NOUN
american_scientific_journal-7381	117	81	xplore	xplore	NOUN
american_scientific_journal-7381	117	82	:	:	PUNCT
american_scientific_journal-7381	117	83	41	41	NUM
american_scientific_journal-7381	117	84	sciencedirect	sciencedirect	NOUN
american_scientific_journal-7381	117	85	:	:	PUNCT
american_scientific_journal-7381	117	86	5	5	NUM
american_scientific_journal-7381	117	87	springerlink	springerlink	NOUN
american_scientific_journal-7381	117	88	:	:	PUNCT
american_scientific_journal-7381	117	89	1	1	NUM
american_scientific_journal-7381	117	90	google	google	NOUN
american_scientific_journal-7381	117	91	scholar	scholar	NOUN
american_scientific_journal-7381	117	92	:	:	PUNCT
american_scientific_journal-7381	117	93	0	0	NUM
american_scientific_journal-7381	117	94	snowballing	snowballing	NOUN
american_scientific_journal-7381	117	95	(	(	PUNCT
american_scientific_journal-7381	117	96	iet	iet	PROPN
american_scientific_journal-7381	117	97	):	):	PUNCT
american_scientific_journal-7381	117	98	1	1	NUM
american_scientific_journal-7381	117	99	não	não	NOUN
american_scientific_journal-7381	117	100	localizados	localizado	NOUN
american_scientific_journal-7381	117	101	:	:	PUNCT
american_scientific_journal-7381	117	102	20	20	NUM
american_scientific_journal-7381	117	103	total	total	NOUN
american_scientific_journal-7381	117	104	:	:	PUNCT
american_scientific_journal-7381	117	105	53	53	NUM
american_scientific_journal-7381	117	106	phase	phase	NOUN
american_scientific_journal-7381	117	107	01	01	NUM
american_scientific_journal-7381	117	108	search	search	NOUN
american_scientific_journal-7381	117	109	in	in	ADP
american_scientific_journal-7381	117	110	research	research	NOUN
american_scientific_journal-7381	117	111	repositories	repository	NOUN
american_scientific_journal-7381	117	112	phase	phase	NOUN
american_scientific_journal-7381	117	113	02	02	NUM
american_scientific_journal-7381	117	114	removal	removal	NOUN
american_scientific_journal-7381	117	115	of	of	ADP
american_scientific_journal-7381	117	116	duplicate	duplicate	ADJ
american_scientific_journal-7381	117	117	studies	study	NOUN
american_scientific_journal-7381	117	118	phase	phase	NOUN
american_scientific_journal-7381	117	119	03	03	NUM
american_scientific_journal-7381	117	120	exclusion	exclusion	NOUN
american_scientific_journal-7381	117	121	of	of	ADP
american_scientific_journal-7381	117	122	studies	study	NOUN
american_scientific_journal-7381	117	123	by	by	ADP
american_scientific_journal-7381	117	124	title	title	NOUN
american_scientific_journal-7381	117	125	phase	phase	NOUN
american_scientific_journal-7381	117	126	04	04	NUM
american_scientific_journal-7381	117	127	exclusion	exclusion	NOUN
american_scientific_journal-7381	117	128	of	of	ADP
american_scientific_journal-7381	117	129	studies	study	NOUN
american_scientific_journal-7381	117	130	based	base	VERB
american_scientific_journal-7381	117	131	on	on	ADP
american_scientific_journal-7381	117	132	abstract	abstract	ADJ
american_scientific_journal-7381	117	133	phase	phase	NOUN
american_scientific_journal-7381	117	134	05	05	NUM
american_scientific_journal-7381	117	135	application	application	NOUN
american_scientific_journal-7381	117	136	of	of	ADP
american_scientific_journal-7381	117	137	quality	quality	NOUN
american_scientific_journal-7381	117	138	criteria	criterion	NOUN
american_scientific_journal-7381	117	139	american	american	PROPN
american_scientific_journal-7381	117	140	academic	academic	ADJ
american_scientific_journal-7381	117	141	scientific	scientific	ADJ
american_scientific_journal-7381	117	142	research	research	NOUN
american_scientific_journal-7381	117	143	journal	journal	NOUN
american_scientific_journal-7381	117	144	for	for	ADP
american_scientific_journal-7381	117	145	engineering	engineering	NOUN
american_scientific_journal-7381	117	146	,	,	PUNCT
american_scientific_journal-7381	117	147	technology	technology	NOUN
american_scientific_journal-7381	117	148	,	,	PUNCT
american_scientific_journal-7381	117	149	and	and	CCONJ
american_scientific_journal-7381	117	150	sciences	science	NOUN
american_scientific_journal-7381	117	151	(	(	PUNCT
american_scientific_journal-7381	117	152	asrjets	asrjet	NOUN
american_scientific_journal-7381	117	153	)	)	PUNCT
american_scientific_journal-7381	117	154	(	(	PUNCT
american_scientific_journal-7381	117	155	2022)volume	2022)volume	NUM
american_scientific_journal-7381	117	156	85	85	NUM
american_scientific_journal-7381	117	157	,	,	PUNCT
american_scientific_journal-7381	117	158	no1	no1	NOUN
american_scientific_journal-7381	117	159	,	,	PUNCT
american_scientific_journal-7381	117	160	pp	pp	ADP
american_scientific_journal-7381	117	161	370396	370396	NUM
american_scientific_journal-7381	117	162	377	377	NUM
american_scientific_journal-7381	117	163	figure	figure	NOUN
american_scientific_journal-7381	117	164	2	2	NUM
american_scientific_journal-7381	117	165	:	:	PUNCT
american_scientific_journal-7381	117	166	papers	paper	NOUN
american_scientific_journal-7381	117	167	distribution	distribution	NOUN
american_scientific_journal-7381	117	168	by	by	ADP
american_scientific_journal-7381	117	169	publication	publication	NOUN
american_scientific_journal-7381	117	170	year	year	NOUN
american_scientific_journal-7381	117	171	.	.	PUNCT
american_scientific_journal-7381	118	1	based	base	VERB
american_scientific_journal-7381	118	2	on	on	ADP
american_scientific_journal-7381	118	3	the	the	DET
american_scientific_journal-7381	118	4	methodology	methodology	NOUN
american_scientific_journal-7381	118	5	used	use	VERB
american_scientific_journal-7381	118	6	by	by	ADP
american_scientific_journal-7381	118	7	durelli	durelli	PROPN
american_scientific_journal-7381	118	8	(	(	PUNCT
american_scientific_journal-7381	118	9	2019	2019	NUM
american_scientific_journal-7381	118	10	)	)	PUNCT
american_scientific_journal-7381	118	11	,	,	PUNCT
american_scientific_journal-7381	118	12	descriptive	descriptive	ADJ
american_scientific_journal-7381	118	13	statistics	statistic	NOUN
american_scientific_journal-7381	118	14	and	and	CCONJ
american_scientific_journal-7381	118	15	frequency	frequency	NOUN
american_scientific_journal-7381	118	16	analysis	analysis	NOUN
american_scientific_journal-7381	118	17	functions	function	NOUN
american_scientific_journal-7381	118	18	were	be	AUX
american_scientific_journal-7381	118	19	used	use	VERB
american_scientific_journal-7381	118	20	to	to	PART
american_scientific_journal-7381	118	21	analyze	analyze	VERB
american_scientific_journal-7381	118	22	the	the	DET
american_scientific_journal-7381	118	23	answers	answer	NOUN
american_scientific_journal-7381	118	24	to	to	ADP
american_scientific_journal-7381	118	25	the	the	DET
american_scientific_journal-7381	118	26	research	research	NOUN
american_scientific_journal-7381	118	27	questions	question	NOUN
american_scientific_journal-7381	118	28	.	.	PUNCT
american_scientific_journal-7381	119	1	the	the	DET
american_scientific_journal-7381	119	2	frequency	frequency	NOUN
american_scientific_journal-7381	119	3	function	function	NOUN
american_scientific_journal-7381	119	4	is	be	AUX
american_scientific_journal-7381	119	5	shown	show	VERB
american_scientific_journal-7381	119	6	in	in	ADP
american_scientific_journal-7381	119	7	the	the	DET
american_scientific_journal-7381	119	8	histograms	histogram	NOUN
american_scientific_journal-7381	119	9	of	of	ADP
american_scientific_journal-7381	119	10	figures	figure	NOUN
american_scientific_journal-7381	119	11	4	4	NUM
american_scientific_journal-7381	119	12	,	,	PUNCT
american_scientific_journal-7381	119	13	5	5	NUM
american_scientific_journal-7381	119	14	,	,	PUNCT
american_scientific_journal-7381	119	15	6	6	NUM
american_scientific_journal-7381	119	16	,	,	PUNCT
american_scientific_journal-7381	119	17	7	7	NUM
american_scientific_journal-7381	119	18	and	and	CCONJ
american_scientific_journal-7381	119	19	8	8	NUM
american_scientific_journal-7381	119	20	and	and	CCONJ
american_scientific_journal-7381	119	21	corresponds	correspond	VERB
american_scientific_journal-7381	119	22	to	to	ADP
american_scientific_journal-7381	119	23	the	the	DET
american_scientific_journal-7381	119	24	number	number	NOUN
american_scientific_journal-7381	119	25	of	of	ADP
american_scientific_journal-7381	119	26	occurrences	occurrence	NOUN
american_scientific_journal-7381	119	27	by	by	ADP
american_scientific_journal-7381	119	28	the	the	DET
american_scientific_journal-7381	119	29	total	total	NOUN
american_scientific_journal-7381	119	30	of	of	ADP
american_scientific_journal-7381	119	31	them	they	PRON
american_scientific_journal-7381	119	32	,	,	PUNCT
american_scientific_journal-7381	119	33	however	however	ADV
american_scientific_journal-7381	119	34	,	,	PUNCT
american_scientific_journal-7381	119	35	classified	classify	VERB
american_scientific_journal-7381	119	36	by	by	ADP
american_scientific_journal-7381	119	37	the	the	DET
american_scientific_journal-7381	119	38	highest	high	ADJ
american_scientific_journal-7381	119	39	occurrence	occurrence	NOUN
american_scientific_journal-7381	119	40	of	of	ADP
american_scientific_journal-7381	119	41	the	the	DET
american_scientific_journal-7381	119	42	results	result	NOUN
american_scientific_journal-7381	119	43	(	(	PUNCT
american_scientific_journal-7381	119	44	i	i	PRON
american_scientific_journal-7381	119	45	,	,	PUNCT
american_scientific_journal-7381	119	46	e	e	NOUN
american_scientific_journal-7381	119	47	,	,	PUNCT
american_scientific_journal-7381	119	48	mode	mode	NOUN
american_scientific_journal-7381	119	49	)	)	PUNCT
american_scientific_journal-7381	119	50	.	.	PUNCT
american_scientific_journal-7381	120	1	to	to	PART
american_scientific_journal-7381	120	2	analyze	analyze	VERB
american_scientific_journal-7381	120	3	research	research	NOUN
american_scientific_journal-7381	120	4	questions	question	NOUN
american_scientific_journal-7381	120	5	answers	answer	NOUN
american_scientific_journal-7381	120	6	,	,	PUNCT
american_scientific_journal-7381	120	7	the	the	DET
american_scientific_journal-7381	120	8	same	same	ADJ
american_scientific_journal-7381	120	9	approach	approach	NOUN
american_scientific_journal-7381	120	10	applied	apply	VERB
american_scientific_journal-7381	120	11	in	in	ADP
american_scientific_journal-7381	120	12	the	the	DET
american_scientific_journal-7381	120	13	works	work	NOUN
american_scientific_journal-7381	120	14	[	[	X
american_scientific_journal-7381	120	15	18	18	NUM
american_scientific_journal-7381	120	16	]	]	PUNCT
american_scientific_journal-7381	120	17	and	and	CCONJ
american_scientific_journal-7381	120	18	[	[	X
american_scientific_journal-7381	120	19	19	19	NUM
american_scientific_journal-7381	120	20	]	]	PUNCT
american_scientific_journal-7381	120	21	was	be	AUX
american_scientific_journal-7381	120	22	used	use	VERB
american_scientific_journal-7381	120	23	,	,	PUNCT
american_scientific_journal-7381	120	24	which	which	PRON
american_scientific_journal-7381	120	25	consists	consist	VERB
american_scientific_journal-7381	120	26	of	of	ADP
american_scientific_journal-7381	120	27	presenting	present	VERB
american_scientific_journal-7381	120	28	the	the	DET
american_scientific_journal-7381	120	29	results	result	NOUN
american_scientific_journal-7381	120	30	indexed	index	VERB
american_scientific_journal-7381	120	31	by	by	ADP
american_scientific_journal-7381	120	32	research	research	NOUN
american_scientific_journal-7381	120	33	question	question	NOUN
american_scientific_journal-7381	120	34	.	.	PUNCT
american_scientific_journal-7381	121	1	below	below	ADV
american_scientific_journal-7381	121	2	are	be	AUX
american_scientific_journal-7381	121	3	the	the	DET
american_scientific_journal-7381	121	4	results	result	NOUN
american_scientific_journal-7381	121	5	obtained	obtain	VERB
american_scientific_journal-7381	121	6	for	for	ADP
american_scientific_journal-7381	121	7	each	each	DET
american_scientific_journal-7381	121	8	research	research	NOUN
american_scientific_journal-7381	121	9	question	question	NOUN
american_scientific_journal-7381	121	10	.	.	PUNCT
american_scientific_journal-7381	122	1	5.1	5.1	NUM
american_scientific_journal-7381	122	2	.	.	PUNCT
american_scientific_journal-7381	123	1	what	what	PRON
american_scientific_journal-7381	123	2	are	be	AUX
american_scientific_journal-7381	123	3	the	the	DET
american_scientific_journal-7381	123	4	main	main	ADJ
american_scientific_journal-7381	123	5	machine	machine	NOUN
american_scientific_journal-7381	123	6	learning	learn	VERB
american_scientific_journal-7381	123	7	algorithms	algorithm	NOUN
american_scientific_journal-7381	123	8	and/or	and/or	CCONJ
american_scientific_journal-7381	123	9	frameworks	framework	NOUN
american_scientific_journal-7381	123	10	used	use	VERB
american_scientific_journal-7381	123	11	in	in	ADP
american_scientific_journal-7381	123	12	software	software	NOUN
american_scientific_journal-7381	123	13	engineering	engineering	NOUN
american_scientific_journal-7381	123	14	?	?	PUNCT
american_scientific_journal-7381	124	1	this	this	DET
american_scientific_journal-7381	124	2	research	research	NOUN
american_scientific_journal-7381	124	3	question	question	NOUN
american_scientific_journal-7381	124	4	purpose	purpose	NOUN
american_scientific_journal-7381	124	5	is	be	AUX
american_scientific_journal-7381	124	6	characterizing	characterize	VERB
american_scientific_journal-7381	124	7	the	the	DET
american_scientific_journal-7381	124	8	main	main	ADJ
american_scientific_journal-7381	124	9	machine	machine	NOUN
american_scientific_journal-7381	124	10	learning	learn	VERB
american_scientific_journal-7381	124	11	algorithms	algorithm	NOUN
american_scientific_journal-7381	124	12	and/or	and/or	CCONJ
american_scientific_journal-7381	124	13	frameworks	framework	NOUN
american_scientific_journal-7381	124	14	applied	apply	VERB
american_scientific_journal-7381	124	15	in	in	ADP
american_scientific_journal-7381	124	16	software	software	NOUN
american_scientific_journal-7381	124	17	engineering	engineering	NOUN
american_scientific_journal-7381	124	18	processes	process	NOUN
american_scientific_journal-7381	124	19	or	or	CCONJ
american_scientific_journal-7381	124	20	activities	activity	NOUN
american_scientific_journal-7381	124	21	.	.	PUNCT
american_scientific_journal-7381	125	1	as	as	SCONJ
american_scientific_journal-7381	125	2	can	can	AUX
american_scientific_journal-7381	125	3	be	be	AUX
american_scientific_journal-7381	125	4	seen	see	VERB
american_scientific_journal-7381	125	5	in	in	ADP
american_scientific_journal-7381	125	6	figure	figure	NOUN
american_scientific_journal-7381	125	7	4	4	NUM
american_scientific_journal-7381	125	8	,	,	PUNCT
american_scientific_journal-7381	125	9	the	the	DET
american_scientific_journal-7381	125	10	“	"	PUNCT
american_scientific_journal-7381	125	11	support	support	NOUN
american_scientific_journal-7381	125	12	vector	vector	NOUN
american_scientific_journal-7381	125	13	machine	machine	NOUN
american_scientific_journal-7381	125	14	”	"	PUNCT
american_scientific_journal-7381	125	15	algorithm	algorithm	NOUN
american_scientific_journal-7381	125	16	was	be	AUX
american_scientific_journal-7381	125	17	the	the	DET
american_scientific_journal-7381	125	18	most	most	ADV
american_scientific_journal-7381	125	19	applied	apply	VERB
american_scientific_journal-7381	125	20	in	in	ADP
american_scientific_journal-7381	125	21	software	software	NOUN
american_scientific_journal-7381	125	22	engineering	engineering	NOUN
american_scientific_journal-7381	125	23	processes	process	NOUN
american_scientific_journal-7381	125	24	and	and	CCONJ
american_scientific_journal-7381	125	25	activities	activity	NOUN
american_scientific_journal-7381	125	26	(	(	PUNCT
american_scientific_journal-7381	125	27	17.81	17.81	NUM
american_scientific_journal-7381	125	28	%	%	NOUN
american_scientific_journal-7381	125	29	of	of	ADP
american_scientific_journal-7381	125	30	the	the	DET
american_scientific_journal-7381	125	31	articles	article	NOUN
american_scientific_journal-7381	125	32	)	)	PUNCT
american_scientific_journal-7381	125	33	,	,	PUNCT
american_scientific_journal-7381	125	34	followed	follow	VERB
american_scientific_journal-7381	125	35	by	by	ADP
american_scientific_journal-7381	125	36	“	"	PUNCT
american_scientific_journal-7381	125	37	random	random	ADJ
american_scientific_journal-7381	125	38	forest	forest	NOUN
american_scientific_journal-7381	125	39	”	"	PUNCT
american_scientific_journal-7381	125	40	(	(	PUNCT
american_scientific_journal-7381	125	41	12.33	12.33	NUM
american_scientific_journal-7381	125	42	%	%	NOUN
american_scientific_journal-7381	125	43	)	)	PUNCT
american_scientific_journal-7381	125	44	,	,	PUNCT
american_scientific_journal-7381	125	45	“	"	PUNCT
american_scientific_journal-7381	125	46	decision	decision	NOUN
american_scientific_journal-7381	125	47	tree	tree	NOUN
american_scientific_journal-7381	125	48	”	"	PUNCT
american_scientific_journal-7381	125	49	(	(	PUNCT
american_scientific_journal-7381	125	50	8.22	8.22	NUM
american_scientific_journal-7381	125	51	%	%	NOUN
american_scientific_journal-7381	125	52	)	)	PUNCT
american_scientific_journal-7381	125	53	and	and	CCONJ
american_scientific_journal-7381	125	54	“	"	PUNCT
american_scientific_journal-7381	125	55	naive	naive	ADJ
american_scientific_journal-7381	125	56	bayes	bayes	NOUN
american_scientific_journal-7381	125	57	(	(	PUNCT
american_scientific_journal-7381	125	58	6.85	6.85	NUM
american_scientific_journal-7381	125	59	%	%	NOUN
american_scientific_journal-7381	125	60	)	)	PUNCT
american_scientific_journal-7381	125	61	.	.	PUNCT
american_scientific_journal-7381	126	1	the	the	DET
american_scientific_journal-7381	126	2	weka	weka	PROPN
american_scientific_journal-7381	126	3	framework	framework	PROPN
american_scientific_journal-7381	126	4	,	,	PUNCT
american_scientific_journal-7381	126	5	developed	develop	VERB
american_scientific_journal-7381	126	6	in	in	ADP
american_scientific_journal-7381	126	7	java	java	NOUN
american_scientific_journal-7381	126	8	by	by	ADP
american_scientific_journal-7381	126	9	the	the	DET
american_scientific_journal-7381	126	10	waikato	waikato	NOUN
american_scientific_journal-7381	126	11	university	university	NOUN
american_scientific_journal-7381	126	12	in	in	ADP
american_scientific_journal-7381	126	13	new	new	PROPN
american_scientific_journal-7381	126	14	zealand	zealand	PROPN
american_scientific_journal-7381	126	15	,	,	PUNCT
american_scientific_journal-7381	126	16	was	be	AUX
american_scientific_journal-7381	126	17	identified	identify	VERB
american_scientific_journal-7381	126	18	in	in	ADP
american_scientific_journal-7381	126	19	5.48	5.48	NUM
american_scientific_journal-7381	126	20	%	%	NOUN
american_scientific_journal-7381	126	21	of	of	ADP
american_scientific_journal-7381	126	22	the	the	DET
american_scientific_journal-7381	126	23	analyzed	analyze	VERB
american_scientific_journal-7381	126	24	articles	article	NOUN
american_scientific_journal-7381	126	25	,	,	PUNCT
american_scientific_journal-7381	126	26	while	while	SCONJ
american_scientific_journal-7381	126	27	the	the	DET
american_scientific_journal-7381	126	28	“	"	PUNCT
american_scientific_journal-7381	126	29	k	k	ADJ
american_scientific_journal-7381	126	30	-	-	PUNCT
american_scientific_journal-7381	126	31	nearest	near	ADJ
american_scientific_journal-7381	126	32	neighbor	neighbor	NOUN
american_scientific_journal-7381	126	33	”	"	PUNCT
american_scientific_journal-7381	126	34	and	and	CCONJ
american_scientific_journal-7381	126	35	“	"	PUNCT
american_scientific_journal-7381	126	36	linear	linear	ADJ
american_scientific_journal-7381	126	37	regression	regression	NOUN
american_scientific_journal-7381	126	38	”	"	PUNCT
american_scientific_journal-7381	126	39	algorithms	algorithm	NOUN
american_scientific_journal-7381	126	40	had	have	VERB
american_scientific_journal-7381	126	41	the	the	DET
american_scientific_journal-7381	126	42	same	same	ADJ
american_scientific_journal-7381	126	43	results	result	NOUN
american_scientific_journal-7381	126	44	,	,	PUNCT
american_scientific_journal-7381	126	45	i.e.	i.e.	X
american_scientific_journal-7381	126	46	4.11	4.11	NUM
american_scientific_journal-7381	126	47	%	%	NOUN
american_scientific_journal-7381	126	48	.	.	PUNCT
american_scientific_journal-7381	127	1	as	as	ADP
american_scientific_journal-7381	127	2	for	for	ADP
american_scientific_journal-7381	127	3	the	the	DET
american_scientific_journal-7381	127	4	algorithms	algorithm	NOUN
american_scientific_journal-7381	127	5	based	base	VERB
american_scientific_journal-7381	127	6	on	on	ADP
american_scientific_journal-7381	127	7	neural	neural	ADJ
american_scientific_journal-7381	127	8	networks	network	NOUN
american_scientific_journal-7381	127	9	,	,	PUNCT
american_scientific_journal-7381	127	10	the	the	DET
american_scientific_journal-7381	127	11	“	"	PUNCT
american_scientific_journal-7381	127	12	artificial	artificial	ADJ
american_scientific_journal-7381	127	13	neural	neural	ADJ
american_scientific_journal-7381	127	14	network	network	NOUN
american_scientific_journal-7381	127	15	”	"	PUNCT
american_scientific_journal-7381	127	16	,	,	PUNCT
american_scientific_journal-7381	127	17	“	"	PUNCT
american_scientific_journal-7381	127	18	feedforward	feedforward	ADJ
american_scientific_journal-7381	127	19	neural	neural	ADJ
american_scientific_journal-7381	127	20	network	network	NOUN
american_scientific_journal-7381	127	21	”	"	PUNCT
american_scientific_journal-7381	127	22	,	,	PUNCT
american_scientific_journal-7381	127	23	“	"	PUNCT
american_scientific_journal-7381	127	24	multi	multi	ADJ
american_scientific_journal-7381	127	25	-	-	ADJ
american_scientific_journal-7381	127	26	layer	layer	ADJ
american_scientific_journal-7381	127	27	perceptron	perceptron	NOUN
american_scientific_journal-7381	127	28	”	"	PUNCT
american_scientific_journal-7381	127	29	and	and	CCONJ
american_scientific_journal-7381	127	30	“	"	PUNCT
american_scientific_journal-7381	127	31	radial	radial	ADJ
american_scientific_journal-7381	127	32	basis	basis	NOUN
american_scientific_journal-7381	127	33	function	function	NOUN
american_scientific_journal-7381	127	34	neural	neural	ADJ
american_scientific_journal-7381	127	35	network	network	NOUN
american_scientific_journal-7381	127	36	”	"	PUNCT
american_scientific_journal-7381	127	37	were	be	AUX
american_scientific_journal-7381	127	38	used	use	VERB
american_scientific_journal-7381	127	39	in	in	ADP
american_scientific_journal-7381	127	40	the	the	DET
american_scientific_journal-7381	127	41	same	same	ADJ
american_scientific_journal-7381	127	42	number	number	NOUN
american_scientific_journal-7381	127	43	of	of	ADP
american_scientific_journal-7381	127	44	works	work	NOUN
american_scientific_journal-7381	127	45	(	(	PUNCT
american_scientific_journal-7381	127	46	2.74	2.74	NUM
american_scientific_journal-7381	127	47	%	%	NOUN
american_scientific_journal-7381	127	48	)	)	PUNCT
american_scientific_journal-7381	127	49	.	.	PUNCT
american_scientific_journal-7381	128	1	the	the	DET
american_scientific_journal-7381	128	2	algorithms	algorithm	NOUN
american_scientific_journal-7381	128	3	“	"	PUNCT
american_scientific_journal-7381	128	4	back	back	ADJ
american_scientific_journal-7381	128	5	propagation	propagation	NOUN
american_scientific_journal-7381	128	6	”	"	PUNCT
american_scientific_journal-7381	128	7	,	,	PUNCT
american_scientific_journal-7381	128	8	“	"	PUNCT
american_scientific_journal-7381	128	9	convolutional	convolutional	ADJ
american_scientific_journal-7381	128	10	neural	neural	ADJ
american_scientific_journal-7381	128	11	network	network	NOUN
american_scientific_journal-7381	128	12	”	"	PUNCT
american_scientific_journal-7381	128	13	,	,	PUNCT
american_scientific_journal-7381	128	14	“	"	PUNCT
american_scientific_journal-7381	128	15	extreme	extreme	ADJ
american_scientific_journal-7381	128	16	learning	learning	NOUN
american_scientific_journal-7381	128	17	machine	machine	NOUN
american_scientific_journal-7381	128	18	”	"	PUNCT
american_scientific_journal-7381	128	19	,	,	PUNCT
american_scientific_journal-7381	128	20	“	"	PUNCT
american_scientific_journal-7381	128	21	fourier	fouri	ADJ
american_scientific_journal-7381	128	22	algorithm	algorithm	NOUN
american_scientific_journal-7381	128	23	”	"	PUNCT
american_scientific_journal-7381	128	24	,	,	PUNCT
american_scientific_journal-7381	128	25	“	"	PUNCT
american_scientific_journal-7381	128	26	fuzzy	fuzzy	ADJ
american_scientific_journal-7381	128	27	learning	learning	NOUN
american_scientific_journal-7381	128	28	”	"	PUNCT
american_scientific_journal-7381	128	29	,	,	PUNCT
american_scientific_journal-7381	128	30	“	"	PUNCT
american_scientific_journal-7381	128	31	genetic	genetic	ADJ
american_scientific_journal-7381	128	32	algorithm	algorithm	NOUN
american_scientific_journal-7381	128	33	”	"	PUNCT
american_scientific_journal-7381	128	34	,	,	PUNCT
american_scientific_journal-7381	128	35	american	american	ADJ
american_scientific_journal-7381	128	36	academic	academic	ADJ
american_scientific_journal-7381	128	37	scientific	scientific	ADJ
american_scientific_journal-7381	128	38	research	research	NOUN
american_scientific_journal-7381	128	39	journal	journal	NOUN
american_scientific_journal-7381	128	40	for	for	ADP
american_scientific_journal-7381	128	41	engineering	engineering	NOUN
american_scientific_journal-7381	128	42	,	,	PUNCT
american_scientific_journal-7381	128	43	technology	technology	NOUN
american_scientific_journal-7381	128	44	,	,	PUNCT
american_scientific_journal-7381	128	45	and	and	CCONJ
american_scientific_journal-7381	128	46	sciences	science	NOUN
american_scientific_journal-7381	128	47	(	(	PUNCT
american_scientific_journal-7381	128	48	asrjets	asrjet	NOUN
american_scientific_journal-7381	128	49	)	)	PUNCT
american_scientific_journal-7381	128	50	(	(	PUNCT
american_scientific_journal-7381	128	51	2022)volume	2022)volume	NUM
american_scientific_journal-7381	128	52	85	85	NUM
american_scientific_journal-7381	128	53	,	,	PUNCT
american_scientific_journal-7381	128	54	no1	no1	NOUN
american_scientific_journal-7381	128	55	,	,	PUNCT
american_scientific_journal-7381	128	56	pp	pp	ADP
american_scientific_journal-7381	128	57	370396	370396	NUM
american_scientific_journal-7381	128	58	378	378	NUM
american_scientific_journal-7381	128	59	“	"	PUNCT
american_scientific_journal-7381	128	60	gfssdaestse	gfssdaestse	NOUN
american_scientific_journal-7381	128	61	algorithm	algorithm	NOUN
american_scientific_journal-7381	128	62	”	"	PUNCT
american_scientific_journal-7381	128	63	,	,	PUNCT
american_scientific_journal-7381	128	64	“	"	PUNCT
american_scientific_journal-7381	128	65	greedy	greedy	ADJ
american_scientific_journal-7381	128	66	forward	forward	ADJ
american_scientific_journal-7381	128	67	selection	selection	NOUN
american_scientific_journal-7381	128	68	”	"	PUNCT
american_scientific_journal-7381	128	69	,	,	PUNCT
american_scientific_journal-7381	128	70	“	"	PUNCT
american_scientific_journal-7381	128	71	k	k	ADJ
american_scientific_journal-7381	128	72	-	-	PUNCT
american_scientific_journal-7381	128	73	star	star	NOUN
american_scientific_journal-7381	128	74	algorithm	algorithm	NOUN
american_scientific_journal-7381	128	75	”	"	PUNCT
american_scientific_journal-7381	128	76	,	,	PUNCT
american_scientific_journal-7381	128	77	matlab	matlab	PROPN
american_scientific_journal-7381	128	78	ann	ann	PROPN
american_scientific_journal-7381	128	79	framework	framework	PROPN
american_scientific_journal-7381	128	80	,	,	PUNCT
american_scientific_journal-7381	128	81	daikon	daikon	NOUN
american_scientific_journal-7381	128	82	framework	framework	NOUN
american_scientific_journal-7381	128	83	,	,	PUNCT
american_scientific_journal-7381	128	84	“	"	PUNCT
american_scientific_journal-7381	128	85	multi	multi	X
american_scientific_journal-7381	128	86	objective	objective	ADJ
american_scientific_journal-7381	128	87	genetic	genetic	ADJ
american_scientific_journal-7381	128	88	algorithm	algorithm	NOUN
american_scientific_journal-7381	128	89	”	"	PUNCT
american_scientific_journal-7381	128	90	,	,	PUNCT
american_scientific_journal-7381	128	91	“	"	PUNCT
american_scientific_journal-7381	128	92	probabilistic	probabilistic	ADJ
american_scientific_journal-7381	128	93	reasoning	reasoning	NOUN
american_scientific_journal-7381	128	94	algorithm	algorithm	NOUN
american_scientific_journal-7381	128	95	”	"	PUNCT
american_scientific_journal-7381	128	96	,	,	PUNCT
american_scientific_journal-7381	128	97	“	"	PUNCT
american_scientific_journal-7381	128	98	recurrent	recurrent	ADJ
american_scientific_journal-7381	128	99	neural	neural	ADJ
american_scientific_journal-7381	128	100	network	network	NOUN
american_scientific_journal-7381	128	101	algorithm	algorithm	NOUN
american_scientific_journal-7381	128	102	”	"	PUNCT
american_scientific_journal-7381	128	103	,	,	PUNCT
american_scientific_journal-7381	128	104	“	"	PUNCT
american_scientific_journal-7381	128	105	reinforcement	reinforcement	NOUN
american_scientific_journal-7381	128	106	learning	learning	NOUN
american_scientific_journal-7381	128	107	algorithm	algorithm	NOUN
american_scientific_journal-7381	128	108	”	"	PUNCT
american_scientific_journal-7381	128	109	,	,	PUNCT
american_scientific_journal-7381	128	110	“	"	PUNCT
american_scientific_journal-7381	128	111	single	single	ADJ
american_scientific_journal-7381	128	112	-	-	PUNCT
american_scientific_journal-7381	128	113	layer	layer	NOUN
american_scientific_journal-7381	128	114	perceptron	perceptron	PROPN
american_scientific_journal-7381	128	115	algorithm	algorithm	PROPN
american_scientific_journal-7381	128	116	”	"	PUNCT
american_scientific_journal-7381	128	117	,	,	PUNCT
american_scientific_journal-7381	128	118	“	"	PUNCT
american_scientific_journal-7381	128	119	support	support	NOUN
american_scientific_journal-7381	128	120	vector	vector	NOUN
american_scientific_journal-7381	128	121	regression	regression	NOUN
american_scientific_journal-7381	128	122	”	"	PUNCT
american_scientific_journal-7381	128	123	and	and	CCONJ
american_scientific_journal-7381	128	124	“	"	PUNCT
american_scientific_journal-7381	128	125	tf	tf	ADJ
american_scientific_journal-7381	128	126	-	-	PUNCT
american_scientific_journal-7381	128	127	idf	idf	PROPN
american_scientific_journal-7381	128	128	weighting	weighting	NOUN
american_scientific_journal-7381	128	129	algorithm	algorithm	NOUN
american_scientific_journal-7381	128	130	”	"	PUNCT
american_scientific_journal-7381	128	131	were	be	AUX
american_scientific_journal-7381	128	132	identified	identify	VERB
american_scientific_journal-7381	128	133	in	in	ADP
american_scientific_journal-7381	128	134	only	only	ADV
american_scientific_journal-7381	128	135	1	1	NUM
american_scientific_journal-7381	128	136	article	article	NOUN
american_scientific_journal-7381	128	137	,	,	PUNCT
american_scientific_journal-7381	128	138	i.e.	i.e.	X
american_scientific_journal-7381	128	139	1.37	1.37	NUM
american_scientific_journal-7381	128	140	%	%	NOUN
american_scientific_journal-7381	128	141	of	of	ADP
american_scientific_journal-7381	128	142	the	the	DET
american_scientific_journal-7381	128	143	total	total	NOUN
american_scientific_journal-7381	128	144	.	.	PUNCT
american_scientific_journal-7381	129	1	figure	figure	VERB
american_scientific_journal-7381	129	2	3	3	NUM
american_scientific_journal-7381	129	3	:	:	PUNCT
american_scientific_journal-7381	129	4	papers	paper	NOUN
american_scientific_journal-7381	129	5	distribution	distribution	NOUN
american_scientific_journal-7381	129	6	in	in	ADP
american_scientific_journal-7381	129	7	relation	relation	NOUN
american_scientific_journal-7381	129	8	to	to	ADP
american_scientific_journal-7381	129	9	algorithms	algorithm	NOUN
american_scientific_journal-7381	129	10	or	or	CCONJ
american_scientific_journal-7381	129	11	frameworks	framework	NOUN
american_scientific_journal-7381	129	12	.	.	PUNCT
american_scientific_journal-7381	130	1	table	table	NOUN
american_scientific_journal-7381	130	2	2	2	NUM
american_scientific_journal-7381	130	3	shows	show	VERB
american_scientific_journal-7381	130	4	the	the	DET
american_scientific_journal-7381	130	5	distribution	distribution	NOUN
american_scientific_journal-7381	130	6	of	of	ADP
american_scientific_journal-7381	130	7	papers	paper	NOUN
american_scientific_journal-7381	130	8	by	by	ADP
american_scientific_journal-7381	130	9	algorithms	algorithm	NOUN
american_scientific_journal-7381	130	10	and	and	CCONJ
american_scientific_journal-7381	130	11	appendix	appendix	VERB
american_scientific_journal-7381	130	12	a	a	DET
american_scientific_journal-7381	130	13	shows	show	NOUN
american_scientific_journal-7381	130	14	the	the	DET
american_scientific_journal-7381	130	15	list	list	NOUN
american_scientific_journal-7381	130	16	of	of	ADP
american_scientific_journal-7381	130	17	papers	paper	NOUN
american_scientific_journal-7381	130	18	found	find	VERB
american_scientific_journal-7381	130	19	in	in	ADP
american_scientific_journal-7381	130	20	the	the	DET
american_scientific_journal-7381	130	21	literature	literature	NOUN
american_scientific_journal-7381	130	22	review	review	NOUN
american_scientific_journal-7381	130	23	.	.	PUNCT
american_scientific_journal-7381	131	1	it	it	PRON
american_scientific_journal-7381	131	2	is	be	AUX
american_scientific_journal-7381	131	3	observed	observe	VERB
american_scientific_journal-7381	131	4	that	that	SCONJ
american_scientific_journal-7381	131	5	in	in	ADP
american_scientific_journal-7381	131	6	some	some	DET
american_scientific_journal-7381	131	7	works	work	NOUN
american_scientific_journal-7381	131	8	there	there	PRON
american_scientific_journal-7381	131	9	was	be	VERB
american_scientific_journal-7381	131	10	the	the	DET
american_scientific_journal-7381	131	11	occurrence	occurrence	NOUN
american_scientific_journal-7381	131	12	of	of	ADP
american_scientific_journal-7381	131	13	primary	primary	ADJ
american_scientific_journal-7381	131	14	studies	study	NOUN
american_scientific_journal-7381	131	15	that	that	PRON
american_scientific_journal-7381	131	16	evaluated	evaluate	VERB
american_scientific_journal-7381	131	17	two	two	NUM
american_scientific_journal-7381	131	18	or	or	CCONJ
american_scientific_journal-7381	131	19	more	more	ADJ
american_scientific_journal-7381	131	20	algorithms	algorithm	NOUN
american_scientific_journal-7381	131	21	,	,	PUNCT
american_scientific_journal-7381	131	22	therefore	therefore	ADV
american_scientific_journal-7381	131	23	,	,	PUNCT
american_scientific_journal-7381	131	24	the	the	DET
american_scientific_journal-7381	131	25	count	count	NOUN
american_scientific_journal-7381	131	26	of	of	ADP
american_scientific_journal-7381	131	27	total	total	ADJ
american_scientific_journal-7381	131	28	occurrences	occurrence	NOUN
american_scientific_journal-7381	131	29	of	of	ADP
american_scientific_journal-7381	131	30	papers	paper	NOUN
american_scientific_journal-7381	131	31	is	be	AUX
american_scientific_journal-7381	131	32	higher	high	ADJ
american_scientific_journal-7381	131	33	than	than	ADP
american_scientific_journal-7381	131	34	the	the	DET
american_scientific_journal-7381	131	35	53	53	NUM
american_scientific_journal-7381	131	36	papers	paper	NOUN
american_scientific_journal-7381	131	37	retrieved	retrieve	VERB
american_scientific_journal-7381	131	38	in	in	ADP
american_scientific_journal-7381	131	39	the	the	DET
american_scientific_journal-7381	131	40	literature	literature	NOUN
american_scientific_journal-7381	131	41	review	review	NOUN
american_scientific_journal-7381	131	42	.	.	PUNCT
american_scientific_journal-7381	132	1	this	this	DET
american_scientific_journal-7381	132	2	fact	fact	NOUN
american_scientific_journal-7381	132	3	is	be	AUX
american_scientific_journal-7381	132	4	repeated	repeat	VERB
american_scientific_journal-7381	132	5	in	in	ADP
american_scientific_journal-7381	132	6	the	the	DET
american_scientific_journal-7381	132	7	other	other	ADJ
american_scientific_journal-7381	132	8	tables	table	NOUN
american_scientific_journal-7381	132	9	of	of	ADP
american_scientific_journal-7381	132	10	this	this	DET
american_scientific_journal-7381	132	11	analysis	analysis	NOUN
american_scientific_journal-7381	132	12	.	.	PUNCT
american_scientific_journal-7381	133	1	the	the	DET
american_scientific_journal-7381	133	2	support	support	NOUN
american_scientific_journal-7381	133	3	vector	vector	NOUN
american_scientific_journal-7381	133	4	machines	machine	NOUN
american_scientific_journal-7381	133	5	algorithm	algorithm	NOUN
american_scientific_journal-7381	133	6	is	be	AUX
american_scientific_journal-7381	133	7	used	use	VERB
american_scientific_journal-7381	133	8	in	in	ADP
american_scientific_journal-7381	133	9	classification	classification	NOUN
american_scientific_journal-7381	133	10	or	or	CCONJ
american_scientific_journal-7381	133	11	regression	regression	NOUN
american_scientific_journal-7381	133	12	problems	problem	NOUN
american_scientific_journal-7381	133	13	.	.	PUNCT
american_scientific_journal-7381	134	1	furthermore	furthermore	ADV
american_scientific_journal-7381	134	2	,	,	PUNCT
american_scientific_journal-7381	134	3	it	it	PRON
american_scientific_journal-7381	134	4	is	be	AUX
american_scientific_journal-7381	134	5	the	the	DET
american_scientific_journal-7381	134	6	most	most	ADV
american_scientific_journal-7381	134	7	available	available	ADJ
american_scientific_journal-7381	134	8	algorithm	algorithm	NOUN
american_scientific_journal-7381	134	9	in	in	ADP
american_scientific_journal-7381	134	10	“	"	PUNCT
american_scientific_journal-7381	134	11	off	off	ADP
american_scientific_journal-7381	134	12	-	-	PUNCT
american_scientific_journal-7381	134	13	the	the	DET
american_scientific_journal-7381	134	14	-	-	PUNCT
american_scientific_journal-7381	134	15	shelf	shelf	NOUN
american_scientific_journal-7381	134	16	”	"	PUNCT
american_scientific_journal-7381	134	17	,	,	PUNCT
american_scientific_journal-7381	134	18	that	that	ADV
american_scientific_journal-7381	134	19	is	is	ADV
american_scientific_journal-7381	134	20	,	,	PUNCT
american_scientific_journal-7381	134	21	it	it	PRON
american_scientific_journal-7381	134	22	can	can	AUX
american_scientific_journal-7381	134	23	be	be	AUX
american_scientific_journal-7381	134	24	found	find	VERB
american_scientific_journal-7381	134	25	in	in	ADP
american_scientific_journal-7381	134	26	several	several	ADJ
american_scientific_journal-7381	134	27	frameworks	framework	NOUN
american_scientific_journal-7381	134	28	on	on	ADP
american_scientific_journal-7381	134	29	the	the	DET
american_scientific_journal-7381	134	30	market	market	NOUN
american_scientific_journal-7381	134	31	[	[	X
american_scientific_journal-7381	134	32	20	20	NUM
american_scientific_journal-7381	134	33	]	]	PUNCT
american_scientific_journal-7381	134	34	.	.	PUNCT
american_scientific_journal-7381	135	1	the	the	DET
american_scientific_journal-7381	135	2	random	random	ADJ
american_scientific_journal-7381	135	3	forest	forest	NOUN
american_scientific_journal-7381	135	4	algorithm	algorithm	NOUN
american_scientific_journal-7381	135	5	is	be	AUX
american_scientific_journal-7381	135	6	similar	similar	ADJ
american_scientific_journal-7381	135	7	to	to	ADP
american_scientific_journal-7381	135	8	decision	decision	NOUN
american_scientific_journal-7381	135	9	tree	tree	NOUN
american_scientific_journal-7381	135	10	,	,	PUNCT
american_scientific_journal-7381	135	11	however	however	ADV
american_scientific_journal-7381	135	12	with	with	ADP
american_scientific_journal-7381	135	13	the	the	DET
american_scientific_journal-7381	135	14	more	more	ADV
american_scientific_journal-7381	135	15	diverse	diverse	ADJ
american_scientific_journal-7381	135	16	k	k	NOUN
american_scientific_journal-7381	135	17	-	-	NOUN
american_scientific_journal-7381	135	18	tree	tree	NOUN
american_scientific_journal-7381	135	19	to	to	PART
american_scientific_journal-7381	135	20	reduce	reduce	VERB
american_scientific_journal-7381	135	21	the	the	DET
american_scientific_journal-7381	135	22	variance	variance	NOUN
american_scientific_journal-7381	135	23	,	,	PUNCT
american_scientific_journal-7381	135	24	it	it	PRON
american_scientific_journal-7381	135	25	is	be	AUX
american_scientific_journal-7381	135	26	also	also	ADV
american_scientific_journal-7381	135	27	used	use	VERB
american_scientific_journal-7381	135	28	in	in	ADP
american_scientific_journal-7381	135	29	the	the	DET
american_scientific_journal-7381	135	30	classification	classification	NOUN
american_scientific_journal-7381	135	31	or	or	CCONJ
american_scientific_journal-7381	135	32	regression	regression	NOUN
american_scientific_journal-7381	135	33	problems	problem	NOUN
american_scientific_journal-7381	135	34	.	.	PUNCT
american_scientific_journal-7381	136	1	the	the	DET
american_scientific_journal-7381	136	2	decision	decision	NOUN
american_scientific_journal-7381	136	3	tree	tree	NOUN
american_scientific_journal-7381	136	4	algorithm	algorithm	NOUN
american_scientific_journal-7381	136	5	is	be	AUX
american_scientific_journal-7381	136	6	most	most	ADV
american_scientific_journal-7381	136	7	used	use	VERB
american_scientific_journal-7381	136	8	in	in	ADP
american_scientific_journal-7381	136	9	classifying	classify	VERB
american_scientific_journal-7381	136	10	instances	instance	NOUN
american_scientific_journal-7381	136	11	from	from	ADP
american_scientific_journal-7381	136	12	the	the	DET
american_scientific_journal-7381	136	13	root	root	NOUN
american_scientific_journal-7381	136	14	to	to	ADP
american_scientific_journal-7381	136	15	the	the	DET
american_scientific_journal-7381	136	16	last	last	ADJ
american_scientific_journal-7381	136	17	layers	layer	NOUN
american_scientific_journal-7381	136	18	of	of	ADP
american_scientific_journal-7381	136	19	each	each	DET
american_scientific_journal-7381	136	20	node	node	NOUN
american_scientific_journal-7381	136	21	(	(	PUNCT
american_scientific_journal-7381	136	22	a	a	DET
american_scientific_journal-7381	136	23	node	node	ADJ
american_scientific_journal-7381	136	24	specifies	specifie	NOUN
american_scientific_journal-7381	136	25	tests	test	NOUN
american_scientific_journal-7381	136	26	that	that	PRON
american_scientific_journal-7381	136	27	are	be	AUX
american_scientific_journal-7381	136	28	performed	perform	VERB
american_scientific_journal-7381	136	29	on	on	ADP
american_scientific_journal-7381	136	30	attributes	attribute	NOUN
american_scientific_journal-7381	136	31	of	of	ADP
american_scientific_journal-7381	136	32	the	the	DET
american_scientific_journal-7381	136	33	instance	instance	NOUN
american_scientific_journal-7381	136	34	)	)	PUNCT
american_scientific_journal-7381	136	35	.	.	PUNCT
american_scientific_journal-7381	137	1	the	the	DET
american_scientific_journal-7381	137	2	naive	naive	ADJ
american_scientific_journal-7381	137	3	bayes	bayes	NOUN
american_scientific_journal-7381	137	4	algorithm	algorithm	NOUN
american_scientific_journal-7381	137	5	is	be	AUX
american_scientific_journal-7381	137	6	widely	widely	ADV
american_scientific_journal-7381	137	7	used	use	VERB
american_scientific_journal-7381	137	8	in	in	ADP
american_scientific_journal-7381	137	9	text	text	NOUN
american_scientific_journal-7381	137	10	classification	classification	NOUN
american_scientific_journal-7381	137	11	and	and	CCONJ
american_scientific_journal-7381	137	12	uses	use	VERB
american_scientific_journal-7381	137	13	the	the	DET
american_scientific_journal-7381	137	14	probability	probability	NOUN
american_scientific_journal-7381	137	15	theory	theory	NOUN
american_scientific_journal-7381	137	16	of	of	ADP
american_scientific_journal-7381	137	17	the	the	DET
american_scientific_journal-7381	137	18	bayes	bayes	PROPN
american_scientific_journal-7381	137	19	theorem	theorem	VERB
american_scientific_journal-7381	137	20	[	[	PUNCT
american_scientific_journal-7381	137	21	21	21	NUM
american_scientific_journal-7381	137	22	]	]	PUNCT
american_scientific_journal-7381	137	23	.	.	PUNCT
american_scientific_journal-7381	138	1	the	the	DET
american_scientific_journal-7381	138	2	weka	weka	PROPN
american_scientific_journal-7381	138	3	framework	framework	NOUN
american_scientific_journal-7381	138	4	is	be	AUX
american_scientific_journal-7381	138	5	a	a	DET
american_scientific_journal-7381	138	6	tool	tool	NOUN
american_scientific_journal-7381	138	7	that	that	PRON
american_scientific_journal-7381	138	8	contains	contain	VERB
american_scientific_journal-7381	138	9	a	a	DET
american_scientific_journal-7381	138	10	collection	collection	NOUN
american_scientific_journal-7381	138	11	of	of	ADP
american_scientific_journal-7381	138	12	machine	machine	NOUN
american_scientific_journal-7381	138	13	learning	learn	VERB
american_scientific_journal-7381	138	14	algorithms	algorithm	NOUN
american_scientific_journal-7381	138	15	(	(	PUNCT
american_scientific_journal-7381	138	16	decision	decision	NOUN
american_scientific_journal-7381	138	17	tree	tree	NOUN
american_scientific_journal-7381	138	18	,	,	PUNCT
american_scientific_journal-7381	138	19	k	k	NOUN
american_scientific_journal-7381	138	20	-	-	PUNCT
american_scientific_journal-7381	138	21	nearest	near	ADJ
american_scientific_journal-7381	138	22	neighbors	neighbor	NOUN
american_scientific_journal-7381	138	23	,	,	PUNCT
american_scientific_journal-7381	138	24	linear	linear	ADJ
american_scientific_journal-7381	138	25	regression	regression	NOUN
american_scientific_journal-7381	138	26	and	and	CCONJ
american_scientific_journal-7381	138	27	naive	naive	ADJ
american_scientific_journal-7381	138	28	bayas	bayas	NOUN
american_scientific_journal-7381	138	29	)	)	PUNCT
american_scientific_journal-7381	138	30	being	be	AUX
american_scientific_journal-7381	138	31	american	american	ADJ
american_scientific_journal-7381	138	32	academic	academic	ADJ
american_scientific_journal-7381	138	33	scientific	scientific	ADJ
american_scientific_journal-7381	138	34	research	research	NOUN
american_scientific_journal-7381	138	35	journal	journal	NOUN
american_scientific_journal-7381	138	36	for	for	ADP
american_scientific_journal-7381	138	37	engineering	engineering	NOUN
american_scientific_journal-7381	138	38	,	,	PUNCT
american_scientific_journal-7381	138	39	technology	technology	NOUN
american_scientific_journal-7381	138	40	,	,	PUNCT
american_scientific_journal-7381	138	41	and	and	CCONJ
american_scientific_journal-7381	138	42	sciences	science	NOUN
american_scientific_journal-7381	138	43	(	(	PUNCT
american_scientific_journal-7381	138	44	asrjets	asrjet	NOUN
american_scientific_journal-7381	138	45	)	)	PUNCT
american_scientific_journal-7381	138	46	(	(	PUNCT
american_scientific_journal-7381	138	47	2022)volume	2022)volume	NUM
american_scientific_journal-7381	138	48	85	85	NUM
american_scientific_journal-7381	138	49	,	,	PUNCT
american_scientific_journal-7381	138	50	no1	no1	NOUN
american_scientific_journal-7381	138	51	,	,	PUNCT
american_scientific_journal-7381	138	52	pp	pp	ADP
american_scientific_journal-7381	138	53	370396	370396	NUM
american_scientific_journal-7381	138	54	379	379	NUM
american_scientific_journal-7381	138	55	used	use	VERB
american_scientific_journal-7381	138	56	mainly	mainly	ADV
american_scientific_journal-7381	138	57	in	in	ADP
american_scientific_journal-7381	138	58	data	datum	NOUN
american_scientific_journal-7381	138	59	mining	mining	NOUN
american_scientific_journal-7381	139	1	[	[	X
american_scientific_journal-7381	139	2	22	22	NUM
american_scientific_journal-7381	139	3	]	]	PUNCT
american_scientific_journal-7381	139	4	.	.	PUNCT
american_scientific_journal-7381	140	1	table	table	NOUN
american_scientific_journal-7381	140	2	2	2	NUM
american_scientific_journal-7381	140	3	:	:	PUNCT
american_scientific_journal-7381	140	4	papers	paper	NOUN
american_scientific_journal-7381	140	5	distribution	distribution	NOUN
american_scientific_journal-7381	140	6	by	by	ADP
american_scientific_journal-7381	140	7	algorithms	algorithm	NOUN
american_scientific_journal-7381	140	8	.	.	PUNCT
american_scientific_journal-7381	141	1	the	the	DET
american_scientific_journal-7381	141	2	algorithms	algorithm	NOUN
american_scientific_journal-7381	141	3	support	support	VERB
american_scientific_journal-7381	141	4	vector	vector	NOUN
american_scientific_journal-7381	141	5	machine	machine	NOUN
american_scientific_journal-7381	141	6	,	,	PUNCT
american_scientific_journal-7381	141	7	weka	weka	PROPN
american_scientific_journal-7381	141	8	framework	framework	NOUN
american_scientific_journal-7381	141	9	,	,	PUNCT
american_scientific_journal-7381	141	10	random	random	ADJ
american_scientific_journal-7381	141	11	forest	forest	NOUN
american_scientific_journal-7381	141	12	,	,	PUNCT
american_scientific_journal-7381	141	13	naive	naive	ADJ
american_scientific_journal-7381	141	14	bayes	bayes	NOUN
american_scientific_journal-7381	141	15	and	and	CCONJ
american_scientific_journal-7381	141	16	decision	decision	NOUN
american_scientific_journal-7381	141	17	tree	tree	NOUN
american_scientific_journal-7381	141	18	were	be	AUX
american_scientific_journal-7381	141	19	the	the	DET
american_scientific_journal-7381	141	20	most	most	ADV
american_scientific_journal-7381	141	21	reported	report	VERB
american_scientific_journal-7381	141	22	in	in	ADP
american_scientific_journal-7381	141	23	selected	select	VERB
american_scientific_journal-7381	141	24	articles	article	NOUN
american_scientific_journal-7381	141	25	.	.	PUNCT
american_scientific_journal-7381	142	1	5.2	5.2	NUM
american_scientific_journal-7381	142	2	.	.	PUNCT
american_scientific_journal-7381	143	1	what	what	PRON
american_scientific_journal-7381	143	2	are	be	AUX
american_scientific_journal-7381	143	3	the	the	DET
american_scientific_journal-7381	143	4	software	software	NOUN
american_scientific_journal-7381	143	5	engineering	engineering	NOUN
american_scientific_journal-7381	143	6	activities	activity	NOUN
american_scientific_journal-7381	143	7	in	in	ADP
american_scientific_journal-7381	143	8	which	which	PRON
american_scientific_journal-7381	143	9	machine	machine	NOUN
american_scientific_journal-7381	143	10	learning	learn	VERB
american_scientific_journal-7381	143	11	algorithms	algorithm	NOUN
american_scientific_journal-7381	143	12	and/or	and/or	CCONJ
american_scientific_journal-7381	143	13	frameworks	framework	NOUN
american_scientific_journal-7381	143	14	are	be	AUX
american_scientific_journal-7381	143	15	applied	apply	VERB
american_scientific_journal-7381	143	16	?	?	PUNCT
american_scientific_journal-7381	144	1	the	the	DET
american_scientific_journal-7381	144	2	research	research	NOUN
american_scientific_journal-7381	144	3	question	question	NOUN
american_scientific_journal-7381	144	4	02	02	NUM
american_scientific_journal-7381	144	5	goal	goal	NOUN
american_scientific_journal-7381	144	6	is	be	AUX
american_scientific_journal-7381	144	7	to	to	PART
american_scientific_journal-7381	144	8	identify	identify	VERB
american_scientific_journal-7381	144	9	in	in	ADP
american_scientific_journal-7381	144	10	which	which	DET
american_scientific_journal-7381	144	11	software	software	NOUN
american_scientific_journal-7381	144	12	engineering	engineering	NOUN
american_scientific_journal-7381	144	13	activities	activity	NOUN
american_scientific_journal-7381	144	14	the	the	DET
american_scientific_journal-7381	144	15	algorithms	algorithm	NOUN
american_scientific_journal-7381	144	16	identified	identify	VERB
american_scientific_journal-7381	144	17	in	in	ADP
american_scientific_journal-7381	144	18	section	section	NOUN
american_scientific_journal-7381	144	19	5.1	5.1	NUM
american_scientific_journal-7381	144	20	are	be	AUX
american_scientific_journal-7381	144	21	applied	apply	VERB
american_scientific_journal-7381	144	22	.	.	PUNCT
american_scientific_journal-7381	145	1	figure	figure	NOUN
american_scientific_journal-7381	145	2	2	2	NUM
american_scientific_journal-7381	145	3	illustrates	illustrate	VERB
american_scientific_journal-7381	145	4	that	that	SCONJ
american_scientific_journal-7381	145	5	56.52	56.52	NUM
american_scientific_journal-7381	145	6	%	%	NOUN
american_scientific_journal-7381	145	7	of	of	ADP
american_scientific_journal-7381	145	8	papers	paper	NOUN
american_scientific_journal-7381	145	9	reported	report	VERB
american_scientific_journal-7381	145	10	using	use	VERB
american_scientific_journal-7381	145	11	machine	machine	NOUN
american_scientific_journal-7381	145	12	learning	learn	VERB
american_scientific_journal-7381	145	13	algorithms	algorithm	NOUN
american_scientific_journal-7381	145	14	in	in	ADP
american_scientific_journal-7381	145	15	software	software	NOUN
american_scientific_journal-7381	145	16	testing	testing	NOUN
american_scientific_journal-7381	145	17	activities	activity	NOUN
american_scientific_journal-7381	145	18	.	.	PUNCT
american_scientific_journal-7381	146	1	it	it	PRON
american_scientific_journal-7381	146	2	is	be	AUX
american_scientific_journal-7381	146	3	possible	possible	ADJ
american_scientific_journal-7381	146	4	to	to	PART
american_scientific_journal-7381	146	5	identify	identify	VERB
american_scientific_journal-7381	146	6	that	that	SCONJ
american_scientific_journal-7381	146	7	26.09	26.09	NUM
american_scientific_journal-7381	146	8	%	%	NOUN
american_scientific_journal-7381	146	9	of	of	ADP
american_scientific_journal-7381	146	10	reported	report	VERB
american_scientific_journal-7381	146	11	papers	paper	NOUN
american_scientific_journal-7381	146	12	their	their	PRON
american_scientific_journal-7381	146	13	use	use	NOUN
american_scientific_journal-7381	146	14	in	in	ADP
american_scientific_journal-7381	146	15	software	software	NOUN
american_scientific_journal-7381	146	16	planning	planning	NOUN
american_scientific_journal-7381	146	17	activities	activity	NOUN
american_scientific_journal-7381	146	18	and	and	CCONJ
american_scientific_journal-7381	146	19	7.25	7.25	NUM
american_scientific_journal-7381	146	20	%	%	NOUN
american_scientific_journal-7381	146	21	in	in	ADP
american_scientific_journal-7381	146	22	software	software	NOUN
american_scientific_journal-7381	146	23	project	project	NOUN
american_scientific_journal-7381	146	24	activities	activity	NOUN
american_scientific_journal-7381	146	25	.	.	PUNCT
american_scientific_journal-7381	147	1	the	the	DET
american_scientific_journal-7381	147	2	use	use	NOUN
american_scientific_journal-7381	147	3	of	of	ADP
american_scientific_journal-7381	147	4	machine	machine	NOUN
american_scientific_journal-7381	147	5	learning	learn	VERB
american_scientific_journal-7381	147	6	algorithms	algorithm	NOUN
american_scientific_journal-7381	147	7	in	in	ADP
american_scientific_journal-7381	147	8	software	software	NOUN
american_scientific_journal-7381	147	9	requirements	requirement	NOUN
american_scientific_journal-7381	147	10	activities	activity	NOUN
american_scientific_journal-7381	147	11	was	be	AUX
american_scientific_journal-7381	147	12	reported	report	VERB
american_scientific_journal-7381	147	13	by	by	ADP
american_scientific_journal-7381	147	14	4.35	4.35	NUM
american_scientific_journal-7381	147	15	%	%	NOUN
american_scientific_journal-7381	147	16	.	.	PUNCT
american_scientific_journal-7381	148	1	only	only	ADV
american_scientific_journal-7381	148	2	2.90	2.90	NUM
american_scientific_journal-7381	148	3	%	%	NOUN
american_scientific_journal-7381	148	4	indicated	indicate	VERB
american_scientific_journal-7381	148	5	the	the	DET
american_scientific_journal-7381	148	6	use	use	NOUN
american_scientific_journal-7381	148	7	of	of	ADP
american_scientific_journal-7381	148	8	this	this	DET
american_scientific_journal-7381	148	9	category	category	NOUN
american_scientific_journal-7381	148	10	of	of	ADP
american_scientific_journal-7381	148	11	algorithms	algorithm	NOUN
american_scientific_journal-7381	148	12	in	in	ADP
american_scientific_journal-7381	148	13	software	software	NOUN
american_scientific_journal-7381	148	14	development	development	NOUN
american_scientific_journal-7381	148	15	activities	activity	NOUN
american_scientific_journal-7381	148	16	and	and	CCONJ
american_scientific_journal-7381	148	17	1.45	1.45	NUM
american_scientific_journal-7381	148	18	%	%	NOUN
american_scientific_journal-7381	148	19	in	in	ADP
american_scientific_journal-7381	148	20	all	all	DET
american_scientific_journal-7381	148	21	software	software	NOUN
american_scientific_journal-7381	148	22	quality	quality	NOUN
american_scientific_journal-7381	148	23	processes	process	NOUN
american_scientific_journal-7381	148	24	.	.	PUNCT
american_scientific_journal-7381	149	1	algorithms	algorithms	PROPN
american_scientific_journal-7381	149	2	artificial	artificial	ADJ
american_scientific_journal-7381	149	3	neural	neural	ADJ
american_scientific_journal-7381	149	4	network	network	NOUN
american_scientific_journal-7381	149	5	algorithm	algorithm	NOUN
american_scientific_journal-7381	149	6	15	15	NUM
american_scientific_journal-7381	149	7	,	,	PUNCT
american_scientific_journal-7381	149	8	16	16	NUM
american_scientific_journal-7381	149	9	,	,	PUNCT
american_scientific_journal-7381	149	10	backpropagation	backpropagation	NOUN
american_scientific_journal-7381	149	11	algorithm	algorithm	NOUN
american_scientific_journal-7381	149	12	29	29	NUM
american_scientific_journal-7381	149	13	,	,	PUNCT
american_scientific_journal-7381	149	14	convolutional	convolutional	ADJ
american_scientific_journal-7381	149	15	neural	neural	ADJ
american_scientific_journal-7381	149	16	network	network	NOUN
american_scientific_journal-7381	149	17	34	34	NUM
american_scientific_journal-7381	149	18	,	,	PUNCT
american_scientific_journal-7381	149	19	daikon	daikon	NOUN
american_scientific_journal-7381	149	20	tool	tool	NOUN
american_scientific_journal-7381	149	21	36	36	NUM
american_scientific_journal-7381	149	22	,	,	PUNCT
american_scientific_journal-7381	149	23	decision	decision	NOUN
american_scientific_journal-7381	149	24	tree	tree	NOUN
american_scientific_journal-7381	149	25	algorithm	algorithm	NOUN
american_scientific_journal-7381	149	26	2	2	NUM
american_scientific_journal-7381	149	27	,	,	PUNCT
american_scientific_journal-7381	149	28	14	14	NUM
american_scientific_journal-7381	149	29	,	,	PUNCT
american_scientific_journal-7381	149	30	33	33	NUM
american_scientific_journal-7381	149	31	,	,	PUNCT
american_scientific_journal-7381	149	32	42	42	NUM
american_scientific_journal-7381	149	33	,	,	PUNCT
american_scientific_journal-7381	149	34	47	47	NUM
american_scientific_journal-7381	149	35	,	,	PUNCT
american_scientific_journal-7381	149	36	50	50	NUM
american_scientific_journal-7381	149	37	,	,	PUNCT
american_scientific_journal-7381	149	38	deep	deep	ADJ
american_scientific_journal-7381	149	39	neural	neural	ADJ
american_scientific_journal-7381	149	40	network	network	NOUN
american_scientific_journal-7381	149	41	(	(	PUNCT
american_scientific_journal-7381	149	42	dnn	dnn	PROPN
american_scientific_journal-7381	149	43	)	)	PUNCT
american_scientific_journal-7381	149	44	51	51	NUM
american_scientific_journal-7381	149	45	,	,	PUNCT
american_scientific_journal-7381	149	46	extreme	extreme	ADJ
american_scientific_journal-7381	149	47	learning	learning	NOUN
american_scientific_journal-7381	149	48	machine	machine	NOUN
american_scientific_journal-7381	149	49	2	2	NUM
american_scientific_journal-7381	149	50	,	,	PUNCT
american_scientific_journal-7381	149	51	feedforward	feedforward	ADJ
american_scientific_journal-7381	149	52	neural	neural	ADJ
american_scientific_journal-7381	149	53	network	network	NOUN
american_scientific_journal-7381	149	54	17	17	NUM
american_scientific_journal-7381	149	55	,	,	PUNCT
american_scientific_journal-7381	149	56	37	37	NUM
american_scientific_journal-7381	149	57	,	,	PUNCT
american_scientific_journal-7381	149	58	fourier	fouri	ADJ
american_scientific_journal-7381	149	59	algorithm	algorithm	NOUN
american_scientific_journal-7381	149	60	30	30	NUM
american_scientific_journal-7381	149	61	,	,	PUNCT
american_scientific_journal-7381	149	62	fuzzy	fuzzy	ADJ
american_scientific_journal-7381	149	63	learning	learning	NOUN
american_scientific_journal-7381	149	64	algorithms	algorithm	NOUN
american_scientific_journal-7381	149	65	24	24	NUM
american_scientific_journal-7381	149	66	,	,	PUNCT
american_scientific_journal-7381	149	67	ga	ga	PROPN
american_scientific_journal-7381	149	68	-	-	PUNCT
american_scientific_journal-7381	149	69	bp	bp	PROPN
american_scientific_journal-7381	149	70	neural	neural	ADJ
american_scientific_journal-7381	149	71	network	network	NOUN
american_scientific_journal-7381	149	72	52	52	NUM
american_scientific_journal-7381	149	73	,	,	PUNCT
american_scientific_journal-7381	149	74	genetic	genetic	ADJ
american_scientific_journal-7381	149	75	algorithm	algorithm	NOUN
american_scientific_journal-7381	149	76	31	31	NUM
american_scientific_journal-7381	149	77	,	,	PUNCT
american_scientific_journal-7381	149	78	gfssdaestse	gfssdaestse	VERB
american_scientific_journal-7381	149	79	algorithm	algorithm	NOUN
american_scientific_journal-7381	149	80	45	45	NUM
american_scientific_journal-7381	149	81	,	,	PUNCT
american_scientific_journal-7381	149	82	greedy	greedy	ADJ
american_scientific_journal-7381	149	83	forward	forward	ADJ
american_scientific_journal-7381	149	84	selection	selection	NOUN
american_scientific_journal-7381	149	85	algorithm	algorithm	NOUN
american_scientific_journal-7381	149	86	45	45	NUM
american_scientific_journal-7381	149	87	,	,	PUNCT
american_scientific_journal-7381	149	88	k	k	NOUN
american_scientific_journal-7381	149	89	-	-	PUNCT
american_scientific_journal-7381	149	90	nearest	near	ADJ
american_scientific_journal-7381	149	91	neighbor	neighbor	NOUN
american_scientific_journal-7381	149	92	algorithm	algorithm	NOUN
american_scientific_journal-7381	149	93	1	1	NUM
american_scientific_journal-7381	149	94	,	,	PUNCT
american_scientific_journal-7381	149	95	13	13	NUM
american_scientific_journal-7381	149	96	,	,	PUNCT
american_scientific_journal-7381	149	97	22	22	NUM
american_scientific_journal-7381	149	98	,	,	PUNCT
american_scientific_journal-7381	149	99	k	k	ADJ
american_scientific_journal-7381	149	100	-	-	PUNCT
american_scientific_journal-7381	149	101	star	star	NOUN
american_scientific_journal-7381	149	102	algorithm	algorithm	NOUN
american_scientific_journal-7381	149	103	algorithm	algorithm	PROPN
american_scientific_journal-7381	149	104	15	15	NUM
american_scientific_journal-7381	149	105	,	,	PUNCT
american_scientific_journal-7381	149	106	linear	linear	ADJ
american_scientific_journal-7381	149	107	regression	regression	NOUN
american_scientific_journal-7381	149	108	algorithm	algorithm	NOUN
american_scientific_journal-7381	149	109	7	7	NUM
american_scientific_journal-7381	149	110	,	,	PUNCT
american_scientific_journal-7381	149	111	15	15	NUM
american_scientific_journal-7381	149	112	,	,	PUNCT
american_scientific_journal-7381	149	113	28	28	NUM
american_scientific_journal-7381	149	114	,	,	PUNCT
american_scientific_journal-7381	149	115	logistic	logistic	ADJ
american_scientific_journal-7381	149	116	regression	regression	NOUN
american_scientific_journal-7381	149	117	53	53	NUM
american_scientific_journal-7381	149	118	,	,	PUNCT
american_scientific_journal-7381	149	119	matlab	matlab	PROPN
american_scientific_journal-7381	149	120	ann	ann	PROPN
american_scientific_journal-7381	149	121	tool	tool	PROPN
american_scientific_journal-7381	149	122	53	53	NUM
american_scientific_journal-7381	149	123	,	,	PUNCT
american_scientific_journal-7381	149	124	matlab	matlab	PROPN
american_scientific_journal-7381	149	125	toolbox	toolbox	NOUN
american_scientific_journal-7381	149	126	52	52	NUM
american_scientific_journal-7381	149	127	,	,	PUNCT
american_scientific_journal-7381	149	128	multi	multi	VERB
american_scientific_journal-7381	149	129	objective	objective	ADJ
american_scientific_journal-7381	149	130	genetic	genetic	ADJ
american_scientific_journal-7381	149	131	algorithm	algorithm	NOUN
american_scientific_journal-7381	149	132	40	40	NUM
american_scientific_journal-7381	149	133	,	,	PUNCT
american_scientific_journal-7381	149	134	multi	multi	ADJ
american_scientific_journal-7381	149	135	-	-	ADJ
american_scientific_journal-7381	149	136	layer	layer	ADJ
american_scientific_journal-7381	149	137	perceptron	perceptron	PROPN
american_scientific_journal-7381	149	138	algorithm	algorithm	PROPN
american_scientific_journal-7381	149	139	9	9	NUM
american_scientific_journal-7381	149	140	,	,	PUNCT
american_scientific_journal-7381	149	141	47	47	NUM
american_scientific_journal-7381	149	142	,	,	PUNCT
american_scientific_journal-7381	149	143	naive	naive	ADJ
american_scientific_journal-7381	149	144	bayes	bayes	NOUN
american_scientific_journal-7381	149	145	algorithm	algorithm	PROPN
american_scientific_journal-7381	149	146	5	5	NUM
american_scientific_journal-7381	149	147	,	,	PUNCT
american_scientific_journal-7381	149	148	22	22	NUM
american_scientific_journal-7381	149	149	,	,	PUNCT
american_scientific_journal-7381	149	150	28	28	NUM
american_scientific_journal-7381	149	151	,	,	PUNCT
american_scientific_journal-7381	149	152	33	33	NUM
american_scientific_journal-7381	149	153	,	,	PUNCT
american_scientific_journal-7381	149	154	48	48	NUM
american_scientific_journal-7381	149	155	,	,	PUNCT
american_scientific_journal-7381	149	156	new	new	ADJ
american_scientific_journal-7381	149	157	hybrid	hybrid	ADJ
american_scientific_journal-7381	149	158	nonlinear	nonlinear	PROPN
american_scientific_journal-7381	149	159	md	md	PROPN
american_scientific_journal-7381	149	160	model	model	PROPN
american_scientific_journal-7381	149	161	-	-	PUNCT
american_scientific_journal-7381	149	162	dt	dt	NOUN
american_scientific_journal-7381	149	163	classification	classification	NOUN
american_scientific_journal-7381	149	164	18	18	NUM
american_scientific_journal-7381	149	165	,	,	PUNCT
american_scientific_journal-7381	149	166	probabilistic	probabilistic	ADJ
american_scientific_journal-7381	149	167	reasoning	reasoning	NOUN
american_scientific_journal-7381	149	168	algorithm	algorithm	NOUN
american_scientific_journal-7381	149	169	19	19	NUM
american_scientific_journal-7381	149	170	,	,	PUNCT
american_scientific_journal-7381	149	171	radial	radial	ADJ
american_scientific_journal-7381	149	172	basis	basis	NOUN
american_scientific_journal-7381	149	173	function	function	NOUN
american_scientific_journal-7381	149	174	neural	neural	ADJ
american_scientific_journal-7381	149	175	network	network	NOUN
american_scientific_journal-7381	149	176	2	2	NUM
american_scientific_journal-7381	149	177	,	,	PUNCT
american_scientific_journal-7381	149	178	4	4	NUM
american_scientific_journal-7381	149	179	,	,	PUNCT
american_scientific_journal-7381	149	180	random	random	ADJ
american_scientific_journal-7381	149	181	forests	forest	NOUN
american_scientific_journal-7381	149	182	algorithm	algorithm	NOUN
american_scientific_journal-7381	149	183	6	6	NUM
american_scientific_journal-7381	149	184	,	,	PUNCT
american_scientific_journal-7381	149	185	8	8	NUM
american_scientific_journal-7381	149	186	,	,	PUNCT
american_scientific_journal-7381	149	187	11	11	NUM
american_scientific_journal-7381	149	188	,	,	PUNCT
american_scientific_journal-7381	149	189	33	33	NUM
american_scientific_journal-7381	149	190	,	,	PUNCT
american_scientific_journal-7381	149	191	35	35	NUM
american_scientific_journal-7381	149	192	,	,	PUNCT
american_scientific_journal-7381	149	193	39	39	NUM
american_scientific_journal-7381	149	194	,	,	PUNCT
american_scientific_journal-7381	149	195	45	45	NUM
american_scientific_journal-7381	149	196	,	,	PUNCT
american_scientific_journal-7381	149	197	50	50	NUM
american_scientific_journal-7381	149	198	,	,	PUNCT
american_scientific_journal-7381	149	199	recurrent	recurrent	ADJ
american_scientific_journal-7381	149	200	neural	neural	ADJ
american_scientific_journal-7381	149	201	networks	network	NOUN
american_scientific_journal-7381	149	202	algorithm	algorithm	NOUN
american_scientific_journal-7381	149	203	28	28	NUM
american_scientific_journal-7381	149	204	,	,	PUNCT
american_scientific_journal-7381	149	205	32	32	NUM
american_scientific_journal-7381	149	206	,	,	PUNCT
american_scientific_journal-7381	149	207	reinforcement	reinforcement	NOUN
american_scientific_journal-7381	149	208	learning	learning	NOUN
american_scientific_journal-7381	149	209	algorithm	algorithm	NOUN
american_scientific_journal-7381	149	210	10	10	NUM
american_scientific_journal-7381	149	211	,	,	PUNCT
american_scientific_journal-7381	149	212	single	single	ADJ
american_scientific_journal-7381	149	213	-	-	PUNCT
american_scientific_journal-7381	149	214	layer	layer	NOUN
american_scientific_journal-7381	149	215	perceptron	perceptron	NOUN
american_scientific_journal-7381	149	216	algorithms	algorithm	NOUN
american_scientific_journal-7381	149	217	23	23	NUM
american_scientific_journal-7381	149	218	,	,	PUNCT
american_scientific_journal-7381	149	219	support	support	VERB
american_scientific_journal-7381	149	220	vector	vector	NOUN
american_scientific_journal-7381	149	221	machines	machine	NOUN
american_scientific_journal-7381	149	222	algorithm	algorithm	PROPN
american_scientific_journal-7381	149	223	3	3	NUM
american_scientific_journal-7381	149	224	,	,	PUNCT
american_scientific_journal-7381	149	225	9	9	NUM
american_scientific_journal-7381	149	226	,	,	PUNCT
american_scientific_journal-7381	149	227	12	12	NUM
american_scientific_journal-7381	149	228	,	,	PUNCT
american_scientific_journal-7381	149	229	15	15	NUM
american_scientific_journal-7381	149	230	,	,	PUNCT
american_scientific_journal-7381	149	231	20	20	NUM
american_scientific_journal-7381	149	232	,	,	PUNCT
american_scientific_journal-7381	149	233	21	21	NUM
american_scientific_journal-7381	149	234	,	,	PUNCT
american_scientific_journal-7381	149	235	22	22	NUM
american_scientific_journal-7381	149	236	,	,	PUNCT
american_scientific_journal-7381	149	237	25	25	NUM
american_scientific_journal-7381	149	238	,	,	PUNCT
american_scientific_journal-7381	149	239	26	26	NUM
american_scientific_journal-7381	149	240	,	,	PUNCT
american_scientific_journal-7381	149	241	38	38	NUM
american_scientific_journal-7381	149	242	,	,	PUNCT
american_scientific_journal-7381	149	243	47	47	NUM
american_scientific_journal-7381	149	244	,	,	PUNCT
american_scientific_journal-7381	149	245	support	support	NOUN
american_scientific_journal-7381	149	246	vetor	vetor	NOUN
american_scientific_journal-7381	149	247	regression	regression	NOUN
american_scientific_journal-7381	149	248	algorithm	algorithm	NOUN
american_scientific_journal-7381	149	249	27	27	NUM
american_scientific_journal-7381	149	250	,	,	PUNCT
american_scientific_journal-7381	149	251	tf	tf	PROPN
american_scientific_journal-7381	149	252	-	-	PUNCT
american_scientific_journal-7381	149	253	idf	idf	PROPN
american_scientific_journal-7381	149	254	weighting	weighting	NOUN
american_scientific_journal-7381	149	255	algorithm	algorithm	NOUN
american_scientific_journal-7381	149	256	43	43	NUM
american_scientific_journal-7381	149	257	,	,	PUNCT
american_scientific_journal-7381	149	258	weka	weka	PROPN
american_scientific_journal-7381	149	259	framework	framework	VERB
american_scientific_journal-7381	149	260	12	12	NUM
american_scientific_journal-7381	149	261	,	,	PUNCT
american_scientific_journal-7381	149	262	15	15	NUM
american_scientific_journal-7381	149	263	,	,	PUNCT
american_scientific_journal-7381	149	264	39	39	NUM
american_scientific_journal-7381	149	265	,	,	PUNCT
american_scientific_journal-7381	149	266	44	44	NUM
american_scientific_journal-7381	149	267	,	,	PUNCT
american_scientific_journal-7381	149	268	primary	primary	ADJ
american_scientific_journal-7381	149	269	studies	study	NOUN
american_scientific_journal-7381	149	270	american	american	PROPN
american_scientific_journal-7381	149	271	academic	academic	ADJ
american_scientific_journal-7381	149	272	scientific	scientific	ADJ
american_scientific_journal-7381	149	273	research	research	NOUN
american_scientific_journal-7381	149	274	journal	journal	NOUN
american_scientific_journal-7381	149	275	for	for	ADP
american_scientific_journal-7381	149	276	engineering	engineering	NOUN
american_scientific_journal-7381	149	277	,	,	PUNCT
american_scientific_journal-7381	149	278	technology	technology	NOUN
american_scientific_journal-7381	149	279	,	,	PUNCT
american_scientific_journal-7381	149	280	and	and	CCONJ
american_scientific_journal-7381	149	281	sciences	science	NOUN
american_scientific_journal-7381	149	282	(	(	PUNCT
american_scientific_journal-7381	149	283	asrjets	asrjet	NOUN
american_scientific_journal-7381	149	284	)	)	PUNCT
american_scientific_journal-7381	149	285	(	(	PUNCT
american_scientific_journal-7381	149	286	2022)volume	2022)volume	NUM
american_scientific_journal-7381	149	287	85	85	NUM
american_scientific_journal-7381	149	288	,	,	PUNCT
american_scientific_journal-7381	149	289	no1	no1	NOUN
american_scientific_journal-7381	149	290	,	,	PUNCT
american_scientific_journal-7381	149	291	pp	pp	ADP
american_scientific_journal-7381	149	292	370396	370396	NUM
american_scientific_journal-7381	149	293	380	380	NUM
american_scientific_journal-7381	149	294	figure	figure	NOUN
american_scientific_journal-7381	149	295	4	4	NUM
american_scientific_journal-7381	149	296	:	:	PUNCT
american_scientific_journal-7381	149	297	papers	paper	NOUN
american_scientific_journal-7381	149	298	distribution	distribution	NOUN
american_scientific_journal-7381	149	299	by	by	ADP
american_scientific_journal-7381	149	300	software	software	NOUN
american_scientific_journal-7381	149	301	development	development	NOUN
american_scientific_journal-7381	149	302	process	process	NOUN
american_scientific_journal-7381	149	303	activities	activity	NOUN
american_scientific_journal-7381	149	304	in	in	ADP
american_scientific_journal-7381	149	305	table	table	NOUN
american_scientific_journal-7381	149	306	3	3	NUM
american_scientific_journal-7381	149	307	,	,	PUNCT
american_scientific_journal-7381	149	308	the	the	DET
american_scientific_journal-7381	149	309	distributions	distribution	NOUN
american_scientific_journal-7381	149	310	of	of	ADP
american_scientific_journal-7381	149	311	activities	activity	NOUN
american_scientific_journal-7381	149	312	and/or	and/or	CCONJ
american_scientific_journal-7381	149	313	software	software	NOUN
american_scientific_journal-7381	149	314	engineering	engineering	NOUN
american_scientific_journal-7381	149	315	processes	process	NOUN
american_scientific_journal-7381	149	316	by	by	ADP
american_scientific_journal-7381	149	317	algorithm	algorithm	NOUN
american_scientific_journal-7381	149	318	are	be	AUX
american_scientific_journal-7381	149	319	presented	present	VERB
american_scientific_journal-7381	149	320	.	.	PUNCT
american_scientific_journal-7381	150	1	it	it	PRON
american_scientific_journal-7381	150	2	can	can	AUX
american_scientific_journal-7381	150	3	be	be	AUX
american_scientific_journal-7381	150	4	identified	identify	VERB
american_scientific_journal-7381	150	5	that	that	SCONJ
american_scientific_journal-7381	150	6	the	the	DET
american_scientific_journal-7381	150	7	decision	decision	NOUN
american_scientific_journal-7381	150	8	tree	tree	NOUN
american_scientific_journal-7381	150	9	algorithm	algorithm	NOUN
american_scientific_journal-7381	150	10	participates	participate	VERB
american_scientific_journal-7381	150	11	in	in	ADP
american_scientific_journal-7381	150	12	almost	almost	ADV
american_scientific_journal-7381	150	13	all	all	DET
american_scientific_journal-7381	150	14	software	software	NOUN
american_scientific_journal-7381	150	15	engineering	engineering	NOUN
american_scientific_journal-7381	150	16	activities	activity	NOUN
american_scientific_journal-7381	150	17	.	.	PUNCT
american_scientific_journal-7381	151	1	it	it	PRON
american_scientific_journal-7381	151	2	is	be	AUX
american_scientific_journal-7381	151	3	inferred	infer	VERB
american_scientific_journal-7381	151	4	that	that	SCONJ
american_scientific_journal-7381	151	5	the	the	DET
american_scientific_journal-7381	151	6	reasons	reason	NOUN
american_scientific_journal-7381	151	7	for	for	ADP
american_scientific_journal-7381	151	8	this	this	PRON
american_scientific_journal-7381	151	9	are	be	AUX
american_scientific_journal-7381	151	10	ease	ease	NOUN
american_scientific_journal-7381	151	11	of	of	ADP
american_scientific_journal-7381	151	12	interpretation	interpretation	NOUN
american_scientific_journal-7381	151	13	and	and	CCONJ
american_scientific_journal-7381	151	14	adaptability	adaptability	NOUN
american_scientific_journal-7381	151	15	of	of	ADP
american_scientific_journal-7381	151	16	the	the	DET
american_scientific_journal-7381	151	17	decision	decision	NOUN
american_scientific_journal-7381	151	18	tree	tree	NOUN
american_scientific_journal-7381	151	19	algorithm	algorithm	NOUN
american_scientific_journal-7381	151	20	in	in	ADP
american_scientific_journal-7381	151	21	relation	relation	NOUN
american_scientific_journal-7381	151	22	to	to	ADP
american_scientific_journal-7381	151	23	other	other	ADJ
american_scientific_journal-7381	151	24	algorithms	algorithm	NOUN
american_scientific_journal-7381	151	25	.	.	PUNCT
american_scientific_journal-7381	152	1	another	another	DET
american_scientific_journal-7381	152	2	algorithm	algorithm	NOUN
american_scientific_journal-7381	152	3	that	that	PRON
american_scientific_journal-7381	152	4	played	play	VERB
american_scientific_journal-7381	152	5	a	a	DET
american_scientific_journal-7381	152	6	large	large	ADJ
american_scientific_journal-7381	152	7	part	part	NOUN
american_scientific_journal-7381	152	8	in	in	ADP
american_scientific_journal-7381	152	9	all	all	DET
american_scientific_journal-7381	152	10	software	software	NOUN
american_scientific_journal-7381	152	11	engineering	engineering	NOUN
american_scientific_journal-7381	152	12	activities	activity	NOUN
american_scientific_journal-7381	152	13	was	be	AUX
american_scientific_journal-7381	152	14	naive	naive	ADJ
american_scientific_journal-7381	152	15	bayes	bayes	NOUN
american_scientific_journal-7381	152	16	algorithm	algorithm	NOUN
american_scientific_journal-7381	152	17	.	.	PUNCT
american_scientific_journal-7381	153	1	the	the	DET
american_scientific_journal-7381	153	2	justification	justification	NOUN
american_scientific_journal-7381	153	3	for	for	ADP
american_scientific_journal-7381	153	4	this	this	PRON
american_scientific_journal-7381	153	5	is	be	AUX
american_scientific_journal-7381	153	6	related	relate	VERB
american_scientific_journal-7381	153	7	to	to	ADP
american_scientific_journal-7381	153	8	the	the	DET
american_scientific_journal-7381	153	9	speed	speed	NOUN
american_scientific_journal-7381	153	10	and	and	CCONJ
american_scientific_journal-7381	153	11	efficiency	efficiency	NOUN
american_scientific_journal-7381	153	12	of	of	ADP
american_scientific_journal-7381	153	13	this	this	DET
american_scientific_journal-7381	153	14	algorithm	algorithm	NOUN
american_scientific_journal-7381	153	15	in	in	ADP
american_scientific_journal-7381	153	16	relation	relation	NOUN
american_scientific_journal-7381	153	17	to	to	ADP
american_scientific_journal-7381	153	18	others	other	NOUN
american_scientific_journal-7381	153	19	.	.	PUNCT
american_scientific_journal-7381	154	1	in	in	ADP
american_scientific_journal-7381	154	2	table	table	NOUN
american_scientific_journal-7381	154	3	4	4	NUM
american_scientific_journal-7381	154	4	,	,	PUNCT
american_scientific_journal-7381	154	5	references	reference	NOUN
american_scientific_journal-7381	154	6	related	relate	VERB
american_scientific_journal-7381	154	7	to	to	ADP
american_scientific_journal-7381	154	8	the	the	DET
american_scientific_journal-7381	154	9	application	application	NOUN
american_scientific_journal-7381	154	10	of	of	ADP
american_scientific_journal-7381	154	11	machine	machine	NOUN
american_scientific_journal-7381	154	12	learning	learn	VERB
american_scientific_journal-7381	154	13	algorithms	algorithm	NOUN
american_scientific_journal-7381	154	14	in	in	ADP
american_scientific_journal-7381	154	15	software	software	NOUN
american_scientific_journal-7381	154	16	engineering	engineering	NOUN
american_scientific_journal-7381	154	17	activities	activity	NOUN
american_scientific_journal-7381	154	18	can	can	AUX
american_scientific_journal-7381	154	19	be	be	AUX
american_scientific_journal-7381	154	20	found	find	VERB
american_scientific_journal-7381	154	21	.	.	PUNCT
american_scientific_journal-7381	155	1	as	as	SCONJ
american_scientific_journal-7381	155	2	can	can	AUX
american_scientific_journal-7381	155	3	be	be	AUX
american_scientific_journal-7381	155	4	seen	see	VERB
american_scientific_journal-7381	155	5	,	,	PUNCT
american_scientific_journal-7381	155	6	software	software	NOUN
american_scientific_journal-7381	155	7	testing	testing	NOUN
american_scientific_journal-7381	155	8	and	and	CCONJ
american_scientific_journal-7381	155	9	software	software	NOUN
american_scientific_journal-7381	155	10	planning	planning	NOUN
american_scientific_journal-7381	155	11	activities	activity	NOUN
american_scientific_journal-7381	155	12	had	have	VERB
american_scientific_journal-7381	155	13	the	the	DET
american_scientific_journal-7381	155	14	greatest	great	ADJ
american_scientific_journal-7381	155	15	applications	application	NOUN
american_scientific_journal-7381	155	16	of	of	ADP
american_scientific_journal-7381	155	17	machine	machine	NOUN
american_scientific_journal-7381	155	18	learning	learn	VERB
american_scientific_journal-7381	155	19	algorithms	algorithm	NOUN
american_scientific_journal-7381	155	20	.	.	PUNCT
american_scientific_journal-7381	156	1	american	american	ADJ
american_scientific_journal-7381	156	2	academic	academic	ADJ
american_scientific_journal-7381	156	3	scientific	scientific	ADJ
american_scientific_journal-7381	156	4	research	research	NOUN
american_scientific_journal-7381	156	5	journal	journal	NOUN
american_scientific_journal-7381	156	6	for	for	ADP
american_scientific_journal-7381	156	7	engineering	engineering	NOUN
american_scientific_journal-7381	156	8	,	,	PUNCT
american_scientific_journal-7381	156	9	technology	technology	NOUN
american_scientific_journal-7381	156	10	,	,	PUNCT
american_scientific_journal-7381	156	11	and	and	CCONJ
american_scientific_journal-7381	156	12	sciences	science	NOUN
american_scientific_journal-7381	156	13	(	(	PUNCT
american_scientific_journal-7381	156	14	asrjets	asrjet	NOUN
american_scientific_journal-7381	156	15	)	)	PUNCT
american_scientific_journal-7381	156	16	(	(	PUNCT
american_scientific_journal-7381	156	17	2022)volume	2022)volume	NUM
american_scientific_journal-7381	156	18	85	85	NUM
american_scientific_journal-7381	156	19	,	,	PUNCT
american_scientific_journal-7381	156	20	no1	no1	NOUN
american_scientific_journal-7381	156	21	,	,	PUNCT
american_scientific_journal-7381	156	22	pp	pp	ADP
american_scientific_journal-7381	156	23	370396	370396	NUM
american_scientific_journal-7381	156	24	381	381	NUM
american_scientific_journal-7381	156	25	table	table	NOUN
american_scientific_journal-7381	156	26	3	3	NUM
american_scientific_journal-7381	156	27	:	:	PUNCT
american_scientific_journal-7381	156	28	algorithm	algorithm	NOUN
american_scientific_journal-7381	156	29	distribution	distribution	NOUN
american_scientific_journal-7381	156	30	by	by	ADP
american_scientific_journal-7381	156	31	software	software	NOUN
american_scientific_journal-7381	156	32	engineering	engineering	NOUN
american_scientific_journal-7381	156	33	activities	activity	NOUN
american_scientific_journal-7381	156	34	.	.	PUNCT
american_scientific_journal-7381	157	1	se	se	PROPN
american_scientific_journal-7381	157	2	activities	activity	NOUN
american_scientific_journal-7381	157	3	algorithms	algorithm	NOUN
american_scientific_journal-7381	157	4	software	software	NOUN
american_scientific_journal-7381	157	5	design	design	VERB
american_scientific_journal-7381	157	6	artificial	artificial	ADJ
american_scientific_journal-7381	157	7	neural	neural	ADJ
american_scientific_journal-7381	157	8	network	network	NOUN
american_scientific_journal-7381	157	9	algorithm	algorithm	NOUN
american_scientific_journal-7381	157	10	decision	decision	NOUN
american_scientific_journal-7381	157	11	tree	tree	NOUN
american_scientific_journal-7381	157	12	algorithm	algorithm	NOUN
american_scientific_journal-7381	157	13	multi	multi	ADJ
american_scientific_journal-7381	157	14	-	-	ADJ
american_scientific_journal-7381	157	15	layer	layer	ADJ
american_scientific_journal-7381	157	16	perceptron	perceptron	PROPN
american_scientific_journal-7381	157	17	algorithm	algorithm	PROPN
american_scientific_journal-7381	157	18	support	support	NOUN
american_scientific_journal-7381	157	19	vector	vector	NOUN
american_scientific_journal-7381	157	20	machines	machine	NOUN
american_scientific_journal-7381	157	21	algorithm	algorithm	PROPN
american_scientific_journal-7381	157	22	software	software	PROPN
american_scientific_journal-7381	157	23	development	development	PROPN
american_scientific_journal-7381	157	24	feedforward	feedforward	PROPN
american_scientific_journal-7381	157	25	neural	neural	ADJ
american_scientific_journal-7381	157	26	network	network	NOUN
american_scientific_journal-7381	157	27	support	support	NOUN
american_scientific_journal-7381	157	28	vector	vector	NOUN
american_scientific_journal-7381	157	29	machines	machine	NOUN
american_scientific_journal-7381	157	30	algorithm	algorithm	PROPN
american_scientific_journal-7381	157	31	software	software	PROPN
american_scientific_journal-7381	157	32	planning	plan	VERB
american_scientific_journal-7381	157	33	artificial	artificial	ADJ
american_scientific_journal-7381	157	34	neural	neural	ADJ
american_scientific_journal-7381	157	35	network	network	NOUN
american_scientific_journal-7381	157	36	algorithm	algorithm	NOUN
american_scientific_journal-7381	157	37	decision	decision	NOUN
american_scientific_journal-7381	157	38	tree	tree	NOUN
american_scientific_journal-7381	157	39	algorithm	algorithm	NOUN
american_scientific_journal-7381	157	40	extreme	extreme	ADJ
american_scientific_journal-7381	157	41	learning	learn	VERB
american_scientific_journal-7381	157	42	machine	machine	NOUN
american_scientific_journal-7381	157	43	feedforward	feedforward	NOUN
american_scientific_journal-7381	157	44	neural	neural	ADJ
american_scientific_journal-7381	157	45	network	network	NOUN
american_scientific_journal-7381	157	46	fuzzy	fuzzy	ADJ
american_scientific_journal-7381	157	47	learning	learning	NOUN
american_scientific_journal-7381	157	48	algorithms	algorithms	PROPN
american_scientific_journal-7381	157	49	k	k	PROPN
american_scientific_journal-7381	157	50	-	-	ADJ
american_scientific_journal-7381	157	51	star	star	NOUN
american_scientific_journal-7381	157	52	algorithm	algorithm	NOUN
american_scientific_journal-7381	157	53	algorithm	algorithm	PROPN
american_scientific_journal-7381	157	54	linear	linear	PROPN
american_scientific_journal-7381	157	55	regression	regression	NOUN
american_scientific_journal-7381	157	56	algorithm	algorithm	NOUN
american_scientific_journal-7381	157	57	naive	naive	ADJ
american_scientific_journal-7381	157	58	bayes	bayes	PROPN
american_scientific_journal-7381	157	59	algorithm	algorithm	PROPN
american_scientific_journal-7381	157	60	radial	radial	ADJ
american_scientific_journal-7381	157	61	basis	basis	NOUN
american_scientific_journal-7381	157	62	function	function	NOUN
american_scientific_journal-7381	157	63	neural	neural	ADJ
american_scientific_journal-7381	157	64	network	network	NOUN
american_scientific_journal-7381	157	65	random	random	ADJ
american_scientific_journal-7381	157	66	forests	forest	NOUN
american_scientific_journal-7381	157	67	algorithm	algorithm	NOUN
american_scientific_journal-7381	157	68	support	support	NOUN
american_scientific_journal-7381	157	69	vector	vector	NOUN
american_scientific_journal-7381	157	70	machines	machine	NOUN
american_scientific_journal-7381	157	71	algorithm	algorithm	PROPN
american_scientific_journal-7381	157	72	tf	tf	PROPN
american_scientific_journal-7381	157	73	-	-	PUNCT
american_scientific_journal-7381	157	74	idf	idf	PROPN
american_scientific_journal-7381	157	75	weighting	weighting	NOUN
american_scientific_journal-7381	157	76	algorithm	algorithm	NOUN
american_scientific_journal-7381	157	77	weka	weka	PROPN
american_scientific_journal-7381	157	78	framework	framework	NOUN
american_scientific_journal-7381	157	79	software	software	NOUN
american_scientific_journal-7381	157	80	quality	quality	NOUN
american_scientific_journal-7381	157	81	decision	decision	NOUN
american_scientific_journal-7381	157	82	tree	tree	NOUN
american_scientific_journal-7381	157	83	algorithm	algorithm	NOUN
american_scientific_journal-7381	157	84	software	software	NOUN
american_scientific_journal-7381	157	85	requirement	requirement	NOUN
american_scientific_journal-7381	157	86	naive	naive	ADJ
american_scientific_journal-7381	157	87	bayes	bayes	PROPN
american_scientific_journal-7381	157	88	algorithm	algorithm	PROPN
american_scientific_journal-7381	157	89	reinforcement	reinforcement	NOUN
american_scientific_journal-7381	157	90	learning	learning	NOUN
american_scientific_journal-7381	157	91	algorithm	algorithm	NOUN
american_scientific_journal-7381	157	92	support	support	NOUN
american_scientific_journal-7381	157	93	vector	vector	NOUN
american_scientific_journal-7381	157	94	machines	machine	NOUN
american_scientific_journal-7381	157	95	algorithm	algorithm	PROPN
american_scientific_journal-7381	157	96	software	software	NOUN
american_scientific_journal-7381	157	97	testing	test	VERB
american_scientific_journal-7381	157	98	backpropagation	backpropagation	NOUN
american_scientific_journal-7381	157	99	algorithm	algorithm	PROPN
american_scientific_journal-7381	157	100	convolutional	convolutional	ADJ
american_scientific_journal-7381	157	101	neural	neural	ADJ
american_scientific_journal-7381	157	102	network	network	NOUN
american_scientific_journal-7381	157	103	daikon	daikon	NOUN
american_scientific_journal-7381	157	104	tool	tool	NOUN
american_scientific_journal-7381	157	105	decision	decision	NOUN
american_scientific_journal-7381	157	106	tree	tree	NOUN
american_scientific_journal-7381	157	107	algorithm	algorithm	NOUN
american_scientific_journal-7381	157	108	fourier	fourier	NOUN
american_scientific_journal-7381	157	109	algorithm	algorithm	PROPN
american_scientific_journal-7381	157	110	genetic	genetic	ADJ
american_scientific_journal-7381	157	111	algorithm	algorithm	NOUN
american_scientific_journal-7381	157	112	gfssdaestse	gfssdaestse	VERB
american_scientific_journal-7381	157	113	algorithm	algorithm	NOUN
american_scientific_journal-7381	157	114	greedy	greedy	ADJ
american_scientific_journal-7381	157	115	forward	forward	ADJ
american_scientific_journal-7381	157	116	selection	selection	NOUN
american_scientific_journal-7381	157	117	algorithm	algorithm	NOUN
american_scientific_journal-7381	157	118	k	k	NOUN
american_scientific_journal-7381	157	119	-	-	PUNCT
american_scientific_journal-7381	157	120	nearest	near	ADJ
american_scientific_journal-7381	157	121	neighbor	neighbor	NOUN
american_scientific_journal-7381	157	122	algorithm	algorithm	PROPN
american_scientific_journal-7381	157	123	linear	linear	PROPN
american_scientific_journal-7381	157	124	regression	regression	PROPN
american_scientific_journal-7381	157	125	algorithm	algorithm	PROPN
american_scientific_journal-7381	157	126	matlab	matlab	PROPN
american_scientific_journal-7381	157	127	ann	ann	PROPN
american_scientific_journal-7381	157	128	tool	tool	PROPN
american_scientific_journal-7381	157	129	multi	multi	PROPN
american_scientific_journal-7381	157	130	objective	objective	ADJ
american_scientific_journal-7381	157	131	genetic	genetic	ADJ
american_scientific_journal-7381	157	132	algorithm	algorithm	NOUN
american_scientific_journal-7381	157	133	multi	multi	ADJ
american_scientific_journal-7381	157	134	-	-	ADJ
american_scientific_journal-7381	157	135	layer	layer	ADJ
american_scientific_journal-7381	157	136	perceptron	perceptron	PROPN
american_scientific_journal-7381	157	137	algorithm	algorithm	PROPN
american_scientific_journal-7381	157	138	naive	naive	ADJ
american_scientific_journal-7381	157	139	bayes	bayes	PROPN
american_scientific_journal-7381	157	140	algorithm	algorithm	PROPN
american_scientific_journal-7381	157	141	new	new	ADJ
american_scientific_journal-7381	157	142	hybrid	hybrid	PROPN
american_scientific_journal-7381	157	143	nonlinear	nonlinear	PROPN
american_scientific_journal-7381	157	144	md	md	PROPN
american_scientific_journal-7381	157	145	model	model	PROPN
american_scientific_journal-7381	157	146	-	-	PUNCT
american_scientific_journal-7381	157	147	dt	dt	NOUN
american_scientific_journal-7381	157	148	classification	classification	NOUN
american_scientific_journal-7381	157	149	probabilistic	probabilistic	ADJ
american_scientific_journal-7381	157	150	reasoning	reasoning	NOUN
american_scientific_journal-7381	157	151	algorithm	algorithm	NOUN
american_scientific_journal-7381	157	152	radial	radial	ADJ
american_scientific_journal-7381	157	153	basis	basis	NOUN
american_scientific_journal-7381	157	154	function	function	NOUN
american_scientific_journal-7381	157	155	neural	neural	ADJ
american_scientific_journal-7381	157	156	network	network	NOUN
american_scientific_journal-7381	157	157	random	random	ADJ
american_scientific_journal-7381	157	158	forests	forest	NOUN
american_scientific_journal-7381	157	159	algorithm	algorithm	PROPN
american_scientific_journal-7381	157	160	recurrent	recurrent	ADJ
american_scientific_journal-7381	157	161	neural	neural	ADJ
american_scientific_journal-7381	157	162	networks	network	NOUN
american_scientific_journal-7381	157	163	algorithm	algorithm	VERB
american_scientific_journal-7381	157	164	single	single	ADJ
american_scientific_journal-7381	157	165	-	-	PUNCT
american_scientific_journal-7381	157	166	layer	layer	NOUN
american_scientific_journal-7381	157	167	perceptron	perceptron	NOUN
american_scientific_journal-7381	157	168	algorithms	algorithms	PROPN
american_scientific_journal-7381	157	169	support	support	VERB
american_scientific_journal-7381	157	170	vector	vector	NOUN
american_scientific_journal-7381	157	171	machines	machine	NOUN
american_scientific_journal-7381	157	172	algorithm	algorithm	PROPN
american_scientific_journal-7381	157	173	support	support	NOUN
american_scientific_journal-7381	157	174	vetor	vetor	NOUN
american_scientific_journal-7381	157	175	regression	regression	NOUN
american_scientific_journal-7381	157	176	algorithm	algorithm	NOUN
american_scientific_journal-7381	157	177	weka	weka	NOUN
american_scientific_journal-7381	157	178	framework	framework	PROPN
american_scientific_journal-7381	157	179	american	american	PROPN
american_scientific_journal-7381	157	180	academic	academic	PROPN
american_scientific_journal-7381	157	181	scientific	scientific	ADJ
american_scientific_journal-7381	157	182	research	research	NOUN
american_scientific_journal-7381	157	183	journal	journal	NOUN
american_scientific_journal-7381	157	184	for	for	ADP
american_scientific_journal-7381	157	185	engineering	engineering	NOUN
american_scientific_journal-7381	157	186	,	,	PUNCT
american_scientific_journal-7381	157	187	technology	technology	NOUN
american_scientific_journal-7381	157	188	,	,	PUNCT
american_scientific_journal-7381	157	189	and	and	CCONJ
american_scientific_journal-7381	157	190	sciences	science	NOUN
american_scientific_journal-7381	157	191	(	(	PUNCT
american_scientific_journal-7381	157	192	asrjets	asrjet	NOUN
american_scientific_journal-7381	157	193	)	)	PUNCT
american_scientific_journal-7381	157	194	(	(	PUNCT
american_scientific_journal-7381	157	195	2022)volume	2022)volume	NUM
american_scientific_journal-7381	157	196	85	85	NUM
american_scientific_journal-7381	157	197	,	,	PUNCT
american_scientific_journal-7381	157	198	no1	no1	NOUN
american_scientific_journal-7381	157	199	,	,	PUNCT
american_scientific_journal-7381	157	200	pp	pp	ADP
american_scientific_journal-7381	157	201	370396	370396	NUM
american_scientific_journal-7381	157	202	382	382	NUM
american_scientific_journal-7381	157	203	table	table	NOUN
american_scientific_journal-7381	157	204	4	4	NUM
american_scientific_journal-7381	157	205	:	:	PUNCT
american_scientific_journal-7381	157	206	papers	paper	NOUN
american_scientific_journal-7381	157	207	distribution	distribution	NOUN
american_scientific_journal-7381	157	208	by	by	ADP
american_scientific_journal-7381	157	209	software	software	NOUN
american_scientific_journal-7381	157	210	activities	activity	NOUN
american_scientific_journal-7381	157	211	.	.	PUNCT
american_scientific_journal-7381	158	1	in	in	ADP
american_scientific_journal-7381	158	2	table	table	NOUN
american_scientific_journal-7381	158	3	4	4	NUM
american_scientific_journal-7381	158	4	we	we	PRON
american_scientific_journal-7381	158	5	can	can	AUX
american_scientific_journal-7381	158	6	identify	identify	VERB
american_scientific_journal-7381	158	7	that	that	DET
american_scientific_journal-7381	158	8	software	software	NOUN
american_scientific_journal-7381	158	9	development	development	NOUN
american_scientific_journal-7381	158	10	,	,	PUNCT
american_scientific_journal-7381	158	11	design	design	NOUN
american_scientific_journal-7381	158	12	,	,	PUNCT
american_scientific_journal-7381	158	13	quality	quality	NOUN
american_scientific_journal-7381	158	14	and	and	CCONJ
american_scientific_journal-7381	158	15	software	software	NOUN
american_scientific_journal-7381	158	16	requirements	requirement	NOUN
american_scientific_journal-7381	158	17	activities	activity	NOUN
american_scientific_journal-7381	158	18	had	have	VERB
american_scientific_journal-7381	158	19	few	few	ADJ
american_scientific_journal-7381	158	20	applications	application	NOUN
american_scientific_journal-7381	158	21	of	of	ADP
american_scientific_journal-7381	158	22	machine	machine	NOUN
american_scientific_journal-7381	158	23	learning	learn	VERB
american_scientific_journal-7381	158	24	algorithms	algorithm	NOUN
american_scientific_journal-7381	158	25	,	,	PUNCT
american_scientific_journal-7381	158	26	despite	despite	SCONJ
american_scientific_journal-7381	158	27	being	be	AUX
american_scientific_journal-7381	158	28	important	important	ADJ
american_scientific_journal-7381	158	29	in	in	ADP
american_scientific_journal-7381	158	30	the	the	DET
american_scientific_journal-7381	158	31	area	area	NOUN
american_scientific_journal-7381	158	32	of	of	ADP
american_scientific_journal-7381	158	33	software	software	NOUN
american_scientific_journal-7381	158	34	engineering	engineering	NOUN
american_scientific_journal-7381	158	35	.	.	PUNCT
american_scientific_journal-7381	159	1	the	the	DET
american_scientific_journal-7381	159	2	software	software	NOUN
american_scientific_journal-7381	159	3	quality	quality	NOUN
american_scientific_journal-7381	159	4	activity	activity	NOUN
american_scientific_journal-7381	159	5	had	have	VERB
american_scientific_journal-7381	159	6	only	only	ADV
american_scientific_journal-7381	159	7	one	one	NUM
american_scientific_journal-7381	159	8	paper	paper	NOUN
american_scientific_journal-7381	159	9	published	publish	VERB
american_scientific_journal-7381	159	10	,	,	PUNCT
american_scientific_journal-7381	159	11	development	development	NOUN
american_scientific_journal-7381	159	12	two	two	NUM
american_scientific_journal-7381	159	13	papers	paper	NOUN
american_scientific_journal-7381	159	14	,	,	PUNCT
american_scientific_journal-7381	159	15	and	and	CCONJ
american_scientific_journal-7381	159	16	software	software	NOUN
american_scientific_journal-7381	159	17	project	project	NOUN
american_scientific_journal-7381	159	18	only	only	ADV
american_scientific_journal-7381	159	19	three	three	NUM
american_scientific_journal-7381	159	20	papers	paper	NOUN
american_scientific_journal-7381	159	21	published	publish	VERB
american_scientific_journal-7381	159	22	.	.	PUNCT
american_scientific_journal-7381	160	1	thus	thus	ADV
american_scientific_journal-7381	160	2	,	,	PUNCT
american_scientific_journal-7381	160	3	we	we	PRON
american_scientific_journal-7381	160	4	can	can	AUX
american_scientific_journal-7381	160	5	conjecture	conjecture	VERB
american_scientific_journal-7381	160	6	that	that	SCONJ
american_scientific_journal-7381	160	7	the	the	DET
american_scientific_journal-7381	160	8	focus	focus	NOUN
american_scientific_journal-7381	160	9	of	of	ADP
american_scientific_journal-7381	160	10	the	the	DET
american_scientific_journal-7381	160	11	application	application	NOUN
american_scientific_journal-7381	160	12	of	of	ADP
american_scientific_journal-7381	160	13	machine	machine	NOUN
american_scientific_journal-7381	160	14	learning	learn	VERB
american_scientific_journal-7381	160	15	algorithms	algorithm	NOUN
american_scientific_journal-7381	160	16	is	be	AUX
american_scientific_journal-7381	160	17	only	only	ADV
american_scientific_journal-7381	160	18	on	on	ADP
american_scientific_journal-7381	160	19	software	software	NOUN
american_scientific_journal-7381	160	20	testing	testing	NOUN
american_scientific_journal-7381	160	21	and	and	CCONJ
american_scientific_journal-7381	160	22	planning	planning	NOUN
american_scientific_journal-7381	160	23	activities	activity	NOUN
american_scientific_journal-7381	160	24	.	.	PUNCT
american_scientific_journal-7381	161	1	the	the	DET
american_scientific_journal-7381	161	2	targeting	targeting	NOUN
american_scientific_journal-7381	161	3	of	of	ADP
american_scientific_journal-7381	161	4	machine	machine	NOUN
american_scientific_journal-7381	161	5	learning	learn	VERB
american_scientific_journal-7381	161	6	algorithms	algorithm	NOUN
american_scientific_journal-7381	161	7	specifically	specifically	ADV
american_scientific_journal-7381	161	8	in	in	ADP
american_scientific_journal-7381	161	9	testing	testing	NOUN
american_scientific_journal-7381	161	10	and	and	CCONJ
american_scientific_journal-7381	161	11	planning	planning	NOUN
american_scientific_journal-7381	161	12	activities	activity	NOUN
american_scientific_journal-7381	161	13	may	may	AUX
american_scientific_journal-7381	161	14	be	be	AUX
american_scientific_journal-7381	161	15	related	relate	VERB
american_scientific_journal-7381	161	16	to	to	ADP
american_scientific_journal-7381	161	17	the	the	DET
american_scientific_journal-7381	161	18	attempt	attempt	NOUN
american_scientific_journal-7381	161	19	to	to	PART
american_scientific_journal-7381	161	20	reduce	reduce	VERB
american_scientific_journal-7381	161	21	human	human	ADJ
american_scientific_journal-7381	161	22	effort	effort	NOUN
american_scientific_journal-7381	161	23	in	in	ADP
american_scientific_journal-7381	161	24	the	the	DET
american_scientific_journal-7381	161	25	execution	execution	NOUN
american_scientific_journal-7381	161	26	of	of	ADP
american_scientific_journal-7381	161	27	these	these	DET
american_scientific_journal-7381	161	28	activities	activity	NOUN
american_scientific_journal-7381	161	29	,	,	PUNCT
american_scientific_journal-7381	161	30	due	due	ADP
american_scientific_journal-7381	161	31	to	to	ADP
american_scientific_journal-7381	161	32	the	the	DET
american_scientific_journal-7381	161	33	repetition	repetition	NOUN
american_scientific_journal-7381	161	34	of	of	ADP
american_scientific_journal-7381	161	35	different	different	ADJ
american_scientific_journal-7381	161	36	types	type	NOUN
american_scientific_journal-7381	161	37	of	of	ADP
american_scientific_journal-7381	161	38	tests	test	NOUN
american_scientific_journal-7381	161	39	and	and	CCONJ
american_scientific_journal-7381	161	40	,	,	PUNCT
american_scientific_journal-7381	161	41	regard	regard	VERB
american_scientific_journal-7381	161	42	to	to	ADP
american_scientific_journal-7381	161	43	the	the	DET
american_scientific_journal-7381	161	44	application	application	NOUN
american_scientific_journal-7381	161	45	in	in	ADP
american_scientific_journal-7381	161	46	planning	planning	NOUN
american_scientific_journal-7381	161	47	activities	activity	NOUN
american_scientific_journal-7381	161	48	,	,	PUNCT
american_scientific_journal-7381	161	49	may	may	AUX
american_scientific_journal-7381	161	50	be	be	AUX
american_scientific_journal-7381	161	51	related	relate	VERB
american_scientific_journal-7381	161	52	to	to	ADP
american_scientific_journal-7381	161	53	the	the	DET
american_scientific_journal-7381	161	54	attempt	attempt	NOUN
american_scientific_journal-7381	161	55	to	to	PART
american_scientific_journal-7381	161	56	reduce	reduce	VERB
american_scientific_journal-7381	161	57	human	human	ADJ
american_scientific_journal-7381	161	58	effort	effort	NOUN
american_scientific_journal-7381	161	59	in	in	ADP
american_scientific_journal-7381	161	60	duration	duration	NOUN
american_scientific_journal-7381	161	61	estimation	estimation	NOUN
american_scientific_journal-7381	161	62	,	,	PUNCT
american_scientific_journal-7381	161	63	which	which	PRON
american_scientific_journal-7381	161	64	also	also	ADV
american_scientific_journal-7381	161	65	demand	demand	VERB
american_scientific_journal-7381	161	66	repetitive	repetitive	ADJ
american_scientific_journal-7381	161	67	processes	process	NOUN
american_scientific_journal-7381	161	68	.	.	PUNCT
american_scientific_journal-7381	162	1	another	another	DET
american_scientific_journal-7381	162	2	factor	factor	NOUN
american_scientific_journal-7381	162	3	that	that	PRON
american_scientific_journal-7381	162	4	would	would	AUX
american_scientific_journal-7381	162	5	justify	justify	VERB
american_scientific_journal-7381	162	6	the	the	DET
american_scientific_journal-7381	162	7	machine	machine	NOUN
american_scientific_journal-7381	162	8	learning	learn	VERB
american_scientific_journal-7381	162	9	algorithms	algorithm	NOUN
american_scientific_journal-7381	162	10	application	application	NOUN
american_scientific_journal-7381	162	11	in	in	ADP
american_scientific_journal-7381	162	12	planning	planning	NOUN
american_scientific_journal-7381	162	13	activities	activity	NOUN
american_scientific_journal-7381	162	14	may	may	AUX
american_scientific_journal-7381	162	15	be	be	AUX
american_scientific_journal-7381	162	16	the	the	DET
american_scientific_journal-7381	162	17	need	need	NOUN
american_scientific_journal-7381	162	18	to	to	PART
american_scientific_journal-7381	162	19	increase	increase	VERB
american_scientific_journal-7381	162	20	the	the	DET
american_scientific_journal-7381	162	21	estimates	estimate	NOUN
american_scientific_journal-7381	162	22	accuracy	accuracy	NOUN
american_scientific_journal-7381	162	23	.	.	PUNCT
american_scientific_journal-7381	163	1	although	although	SCONJ
american_scientific_journal-7381	163	2	it	it	PRON
american_scientific_journal-7381	163	3	also	also	ADV
american_scientific_journal-7381	163	4	requires	require	VERB
american_scientific_journal-7381	163	5	human	human	ADJ
american_scientific_journal-7381	163	6	effort	effort	NOUN
american_scientific_journal-7381	163	7	,	,	PUNCT
american_scientific_journal-7381	163	8	development	development	NOUN
american_scientific_journal-7381	163	9	activities	activity	NOUN
american_scientific_journal-7381	163	10	and	and	CCONJ
american_scientific_journal-7381	163	11	requirements	requirement	NOUN
american_scientific_journal-7381	163	12	analysis	analysis	NOUN
american_scientific_journal-7381	163	13	do	do	AUX
american_scientific_journal-7381	163	14	not	not	PART
american_scientific_journal-7381	163	15	require	require	VERB
american_scientific_journal-7381	163	16	repetitive	repetitive	ADJ
american_scientific_journal-7381	163	17	processes	process	NOUN
american_scientific_journal-7381	163	18	,	,	PUNCT
american_scientific_journal-7381	163	19	which	which	PRON
american_scientific_journal-7381	163	20	can	can	AUX
american_scientific_journal-7381	163	21	justify	justify	VERB
american_scientific_journal-7381	163	22	the	the	DET
american_scientific_journal-7381	163	23	low	low	ADJ
american_scientific_journal-7381	163	24	interest	interest	NOUN
american_scientific_journal-7381	163	25	in	in	ADP
american_scientific_journal-7381	163	26	se	se	PROPN
american_scientific_journal-7381	163	27	activities	activity	NOUN
american_scientific_journal-7381	163	28	software	software	NOUN
american_scientific_journal-7381	163	29	design	design	NOUN
american_scientific_journal-7381	163	30	software	software	NOUN
american_scientific_journal-7381	163	31	development	development	NOUN
american_scientific_journal-7381	163	32	software	software	PROPN
american_scientific_journal-7381	163	33	planning	planning	NOUN
american_scientific_journal-7381	163	34	software	software	NOUN
american_scientific_journal-7381	163	35	quality	quality	NOUN
american_scientific_journal-7381	163	36	software	software	NOUN
american_scientific_journal-7381	163	37	requirement	requirement	NOUN
american_scientific_journal-7381	163	38	software	software	NOUN
american_scientific_journal-7381	163	39	testing	test	VERB
american_scientific_journal-7381	163	40	16	16	NUM
american_scientific_journal-7381	163	41	17	17	NUM
american_scientific_journal-7381	163	42	2	2	NUM
american_scientific_journal-7381	163	43	14	14	NUM
american_scientific_journal-7381	163	44	5	5	NUM
american_scientific_journal-7381	163	45	1	1	NUM
american_scientific_journal-7381	163	46	21	21	NUM
american_scientific_journal-7381	163	47	26	26	NUM
american_scientific_journal-7381	163	48	15	15	NUM
american_scientific_journal-7381	163	49	10	10	NUM
american_scientific_journal-7381	163	50	3	3	NUM
american_scientific_journal-7381	163	51	47	47	NUM
american_scientific_journal-7381	163	52	24	24	NUM
american_scientific_journal-7381	163	53	20	20	NUM
american_scientific_journal-7381	163	54	4	4	NUM
american_scientific_journal-7381	163	55	25	25	NUM
american_scientific_journal-7381	163	56	51	51	NUM
american_scientific_journal-7381	163	57	6	6	NUM
american_scientific_journal-7381	163	58	28	28	NUM
american_scientific_journal-7381	163	59	7	7	NUM
american_scientific_journal-7381	163	60	37	37	NUM
american_scientific_journal-7381	163	61	8	8	NUM
american_scientific_journal-7381	163	62	38	38	NUM
american_scientific_journal-7381	163	63	9	9	NUM
american_scientific_journal-7381	163	64	43	43	NUM
american_scientific_journal-7381	163	65	11	11	NUM
american_scientific_journal-7381	163	66	44	44	NUM
american_scientific_journal-7381	163	67	12	12	NUM
american_scientific_journal-7381	163	68	53	53	NUM
american_scientific_journal-7381	163	69	13	13	NUM
american_scientific_journal-7381	163	70	18	18	NUM
american_scientific_journal-7381	163	71	19	19	NUM
american_scientific_journal-7381	163	72	22	22	NUM
american_scientific_journal-7381	163	73	23	23	NUM
american_scientific_journal-7381	163	74	27	27	NUM
american_scientific_journal-7381	163	75	29	29	NUM
american_scientific_journal-7381	163	76	30	30	NUM
american_scientific_journal-7381	163	77	31	31	NUM
american_scientific_journal-7381	163	78	32	32	NUM
american_scientific_journal-7381	163	79	33	33	NUM
american_scientific_journal-7381	163	80	34	34	NUM
american_scientific_journal-7381	163	81	35	35	NUM
american_scientific_journal-7381	163	82	36	36	NUM
american_scientific_journal-7381	163	83	39	39	NUM
american_scientific_journal-7381	163	84	40	40	NUM
american_scientific_journal-7381	163	85	42	42	NUM
american_scientific_journal-7381	163	86	45	45	NUM
american_scientific_journal-7381	163	87	48	48	NUM
american_scientific_journal-7381	163	88	49	49	NUM
american_scientific_journal-7381	164	1	p	p	NOUN
american_scientific_journal-7381	164	2	ri	ri	PROPN
american_scientific_journal-7381	164	3	m	m	PROPN
american_scientific_journal-7381	164	4	ar	ar	PROPN
american_scientific_journal-7381	164	5	y	y	PROPN
american_scientific_journal-7381	164	6	st	st	PROPN
american_scientific_journal-7381	164	7	u	u	PROPN
american_scientific_journal-7381	164	8	d	d	PROPN
american_scientific_journal-7381	164	9	ie	ie	X
american_scientific_journal-7381	164	10	s	s	PROPN
american_scientific_journal-7381	164	11	american	american	PROPN
american_scientific_journal-7381	164	12	academic	academic	ADJ
american_scientific_journal-7381	164	13	scientific	scientific	ADJ
american_scientific_journal-7381	164	14	research	research	NOUN
american_scientific_journal-7381	164	15	journal	journal	NOUN
american_scientific_journal-7381	164	16	for	for	ADP
american_scientific_journal-7381	164	17	engineering	engineering	NOUN
american_scientific_journal-7381	164	18	,	,	PUNCT
american_scientific_journal-7381	164	19	technology	technology	NOUN
american_scientific_journal-7381	164	20	,	,	PUNCT
american_scientific_journal-7381	164	21	and	and	CCONJ
american_scientific_journal-7381	164	22	sciences	science	NOUN
american_scientific_journal-7381	164	23	(	(	PUNCT
american_scientific_journal-7381	164	24	asrjets	asrjet	NOUN
american_scientific_journal-7381	164	25	)	)	PUNCT
american_scientific_journal-7381	164	26	(	(	PUNCT
american_scientific_journal-7381	164	27	2022)volume	2022)volume	NUM
american_scientific_journal-7381	164	28	85	85	NUM
american_scientific_journal-7381	164	29	,	,	PUNCT
american_scientific_journal-7381	164	30	no1	no1	NOUN
american_scientific_journal-7381	164	31	,	,	PUNCT
american_scientific_journal-7381	164	32	pp	pp	ADP
american_scientific_journal-7381	164	33	370396	370396	NUM
american_scientific_journal-7381	164	34	383	383	NUM
american_scientific_journal-7381	164	35	research	research	NOUN
american_scientific_journal-7381	164	36	on	on	ADP
american_scientific_journal-7381	164	37	machine	machine	NOUN
american_scientific_journal-7381	164	38	learning	learn	VERB
american_scientific_journal-7381	164	39	algorithms	algorithm	NOUN
american_scientific_journal-7381	164	40	in	in	ADP
american_scientific_journal-7381	164	41	these	these	DET
american_scientific_journal-7381	164	42	activities	activity	NOUN
american_scientific_journal-7381	164	43	.	.	PUNCT
american_scientific_journal-7381	165	1	5.3	5.3	NUM
american_scientific_journal-7381	165	2	.	.	PUNCT
american_scientific_journal-7381	166	1	what	what	PRON
american_scientific_journal-7381	166	2	are	be	AUX
american_scientific_journal-7381	166	3	the	the	DET
american_scientific_journal-7381	166	4	main	main	ADJ
american_scientific_journal-7381	166	5	application	application	NOUN
american_scientific_journal-7381	166	6	types	type	NOUN
american_scientific_journal-7381	166	7	of	of	ADP
american_scientific_journal-7381	166	8	machine	machine	NOUN
american_scientific_journal-7381	166	9	learning	learn	VERB
american_scientific_journal-7381	166	10	algorithms	algorithm	NOUN
american_scientific_journal-7381	166	11	and/or	and/or	CCONJ
american_scientific_journal-7381	166	12	frameworks	framework	NOUN
american_scientific_journal-7381	166	13	in	in	ADP
american_scientific_journal-7381	166	14	software	software	NOUN
american_scientific_journal-7381	166	15	engineering	engineering	NOUN
american_scientific_journal-7381	166	16	?	?	PUNCT
american_scientific_journal-7381	167	1	this	this	DET
american_scientific_journal-7381	167	2	research	research	NOUN
american_scientific_journal-7381	167	3	question	question	NOUN
american_scientific_journal-7381	167	4	objective	objective	NOUN
american_scientific_journal-7381	167	5	is	be	AUX
american_scientific_journal-7381	167	6	to	to	PART
american_scientific_journal-7381	167	7	characterize	characterize	VERB
american_scientific_journal-7381	167	8	the	the	DET
american_scientific_journal-7381	167	9	main	main	ADJ
american_scientific_journal-7381	167	10	types	type	NOUN
american_scientific_journal-7381	167	11	of	of	ADP
american_scientific_journal-7381	167	12	machine	machine	NOUN
american_scientific_journal-7381	167	13	learning	learn	VERB
american_scientific_journal-7381	167	14	algorithms	algorithms	NOUN
american_scientific_journal-7381	167	15	applications	application	NOUN
american_scientific_journal-7381	167	16	in	in	ADP
american_scientific_journal-7381	167	17	software	software	NOUN
american_scientific_journal-7381	167	18	engineering	engineering	NOUN
american_scientific_journal-7381	167	19	.	.	PUNCT
american_scientific_journal-7381	168	1	table	table	NOUN
american_scientific_journal-7381	168	2	5	5	NUM
american_scientific_journal-7381	168	3	shows	show	VERB
american_scientific_journal-7381	168	4	the	the	DET
american_scientific_journal-7381	168	5	papers	paper	NOUN
american_scientific_journal-7381	168	6	distribution	distribution	NOUN
american_scientific_journal-7381	168	7	by	by	ADP
american_scientific_journal-7381	168	8	type	type	NOUN
american_scientific_journal-7381	168	9	of	of	ADP
american_scientific_journal-7381	168	10	application	application	NOUN
american_scientific_journal-7381	168	11	.	.	PUNCT
american_scientific_journal-7381	169	1	table	table	NOUN
american_scientific_journal-7381	169	2	5	5	NUM
american_scientific_journal-7381	169	3	:	:	PUNCT
american_scientific_journal-7381	169	4	papers	paper	NOUN
american_scientific_journal-7381	169	5	distribution	distribution	NOUN
american_scientific_journal-7381	169	6	by	by	ADP
american_scientific_journal-7381	169	7	application	application	NOUN
american_scientific_journal-7381	169	8	types	type	NOUN
american_scientific_journal-7381	169	9	.	.	PUNCT
american_scientific_journal-7381	170	1	in	in	ADP
american_scientific_journal-7381	170	2	table	table	NOUN
american_scientific_journal-7381	170	3	5	5	NUM
american_scientific_journal-7381	170	4	,	,	PUNCT
american_scientific_journal-7381	170	5	we	we	PRON
american_scientific_journal-7381	170	6	can	can	AUX
american_scientific_journal-7381	170	7	identify	identify	VERB
american_scientific_journal-7381	170	8	that	that	SCONJ
american_scientific_journal-7381	170	9	the	the	DET
american_scientific_journal-7381	170	10	main	main	ADJ
american_scientific_journal-7381	170	11	types	type	NOUN
american_scientific_journal-7381	170	12	of	of	ADP
american_scientific_journal-7381	170	13	machine	machine	NOUN
american_scientific_journal-7381	170	14	learning	learn	VERB
american_scientific_journal-7381	170	15	algorithms	algorithms	NOUN
american_scientific_journal-7381	170	16	applications	application	NOUN
american_scientific_journal-7381	170	17	in	in	ADP
american_scientific_journal-7381	170	18	software	software	NOUN
american_scientific_journal-7381	170	19	engineering	engineering	NOUN
american_scientific_journal-7381	170	20	are	be	AUX
american_scientific_journal-7381	170	21	software	software	NOUN
american_scientific_journal-7381	170	22	defect	defect	NOUN
american_scientific_journal-7381	170	23	prediction	prediction	NOUN
american_scientific_journal-7381	170	24	and	and	CCONJ
american_scientific_journal-7381	170	25	development	development	NOUN
american_scientific_journal-7381	170	26	activities	activity	NOUN
american_scientific_journal-7381	170	27	effort	effort	VERB
american_scientific_journal-7381	170	28	estimation	estimation	NOUN
american_scientific_journal-7381	170	29	.	.	PUNCT
american_scientific_journal-7381	171	1	these	these	DET
american_scientific_journal-7381	171	2	results	result	NOUN
american_scientific_journal-7381	171	3	confirm	confirm	VERB
american_scientific_journal-7381	171	4	the	the	DET
american_scientific_journal-7381	171	5	results	result	NOUN
american_scientific_journal-7381	171	6	obtained	obtain	VERB
american_scientific_journal-7381	171	7	in	in	ADP
american_scientific_journal-7381	171	8	research	research	NOUN
american_scientific_journal-7381	171	9	question	question	NOUN
american_scientific_journal-7381	171	10	02	02	NUM
american_scientific_journal-7381	171	11	,	,	PUNCT
american_scientific_journal-7381	171	12	which	which	PRON
american_scientific_journal-7381	171	13	obtained	obtain	VERB
american_scientific_journal-7381	171	14	the	the	DET
american_scientific_journal-7381	171	15	highest	high	ADJ
american_scientific_journal-7381	171	16	frequencies	frequency	NOUN
american_scientific_journal-7381	171	17	in	in	ADP
american_scientific_journal-7381	171	18	software	software	NOUN
american_scientific_journal-7381	171	19	testing	testing	NOUN
american_scientific_journal-7381	171	20	and	and	CCONJ
american_scientific_journal-7381	171	21	planning	planning	NOUN
american_scientific_journal-7381	171	22	activities	activity	NOUN
american_scientific_journal-7381	171	23	,	,	PUNCT
american_scientific_journal-7381	171	24	as	as	SCONJ
american_scientific_journal-7381	171	25	defect	defect	NOUN
american_scientific_journal-7381	171	26	prediction	prediction	NOUN
american_scientific_journal-7381	171	27	and	and	CCONJ
american_scientific_journal-7381	171	28	effort	effort	NOUN
american_scientific_journal-7381	171	29	estimation	estimation	NOUN
american_scientific_journal-7381	171	30	types	type	NOUN
american_scientific_journal-7381	171	31	are	be	AUX
american_scientific_journal-7381	171	32	respectively	respectively	ADV
american_scientific_journal-7381	171	33	related	relate	VERB
american_scientific_journal-7381	171	34	to	to	ADP
american_scientific_journal-7381	171	35	software	software	NOUN
american_scientific_journal-7381	171	36	testing	testing	NOUN
american_scientific_journal-7381	171	37	activities	activity	NOUN
american_scientific_journal-7381	171	38	and	and	CCONJ
american_scientific_journal-7381	171	39	software	software	NOUN
american_scientific_journal-7381	171	40	planning	planning	NOUN
american_scientific_journal-7381	171	41	.	.	PUNCT
american_scientific_journal-7381	172	1	types	type	NOUN
american_scientific_journal-7381	172	2	of	of	ADP
american_scientific_journal-7381	172	3	applications	application	NOUN
american_scientific_journal-7381	172	4	anti	anti	ADJ
american_scientific_journal-7381	172	5	-	-	ADJ
american_scientific_journal-7381	172	6	patterns	patterns	ADJ
american_scientific_journal-7381	172	7	detection	detection	NOUN
american_scientific_journal-7381	172	8	47	47	NUM
american_scientific_journal-7381	172	9	software	software	NOUN
american_scientific_journal-7381	172	10	quality	quality	NOUN
american_scientific_journal-7381	172	11	prediction	prediction	NOUN
american_scientific_journal-7381	172	12	14	14	NUM
american_scientific_journal-7381	172	13	software	software	NOUN
american_scientific_journal-7381	172	14	project	project	NOUN
american_scientific_journal-7381	172	15	quality	quality	NOUN
american_scientific_journal-7381	172	16	assessment	assessment	NOUN
american_scientific_journal-7381	172	17	12	12	NUM
american_scientific_journal-7381	172	18	bad	bad	ADJ
american_scientific_journal-7381	172	19	smell	smell	NOUN
american_scientific_journal-7381	172	20	prediction	prediction	NOUN
american_scientific_journal-7381	172	21	39	39	NUM
american_scientific_journal-7381	172	22	bad	bad	ADJ
american_scientific_journal-7381	172	23	smell	smell	NOUN
american_scientific_journal-7381	172	24	detection	detection	NOUN
american_scientific_journal-7381	172	25	48	48	NUM
american_scientific_journal-7381	172	26	task	task	NOUN
american_scientific_journal-7381	172	27	reusability	reusability	NOUN
american_scientific_journal-7381	172	28	17	17	NUM
american_scientific_journal-7381	172	29	determining	determine	VERB
american_scientific_journal-7381	172	30	the	the	DET
american_scientific_journal-7381	172	31	defect	defect	NOUN
american_scientific_journal-7381	172	32	severity	severity	NOUN
american_scientific_journal-7381	172	33	class	class	NOUN
american_scientific_journal-7381	172	34	22	22	NUM
american_scientific_journal-7381	172	35	testing	testing	NOUN
american_scientific_journal-7381	172	36	process	process	NOUN
american_scientific_journal-7381	172	37	improvement	improvement	NOUN
american_scientific_journal-7381	172	38	31	31	NUM
american_scientific_journal-7381	172	39	improved	improve	VERB
american_scientific_journal-7381	172	40	defect	defect	NOUN
american_scientific_journal-7381	172	41	prediction	prediction	NOUN
american_scientific_journal-7381	172	42	processes	process	VERB
american_scientific_journal-7381	172	43	33	33	NUM
american_scientific_journal-7381	172	44	,	,	PUNCT
american_scientific_journal-7381	172	45	34	34	NUM
american_scientific_journal-7381	172	46	improved	improve	VERB
american_scientific_journal-7381	172	47	web	web	NOUN
american_scientific_journal-7381	172	48	application	application	NOUN
american_scientific_journal-7381	172	49	testing	testing	NOUN
american_scientific_journal-7381	172	50	activities	activity	NOUN
american_scientific_journal-7381	172	51	1	1	NUM
american_scientific_journal-7381	172	52	classification	classification	NOUN
american_scientific_journal-7381	172	53	of	of	ADP
american_scientific_journal-7381	172	54	non	non	ADJ
american_scientific_journal-7381	172	55	-	-	ADJ
american_scientific_journal-7381	172	56	functional	functional	ADJ
american_scientific_journal-7381	172	57	requirements	requirement	NOUN
american_scientific_journal-7381	172	58	20	20	NUM
american_scientific_journal-7381	172	59	software	software	NOUN
american_scientific_journal-7381	172	60	failure	failure	NOUN
american_scientific_journal-7381	172	61	prediction	prediction	NOUN
american_scientific_journal-7381	172	62	7	7	NUM
american_scientific_journal-7381	172	63	,	,	PUNCT
american_scientific_journal-7381	172	64	45	45	NUM
american_scientific_journal-7381	172	65	software	software	NOUN
american_scientific_journal-7381	172	66	project	project	NOUN
american_scientific_journal-7381	172	67	duration	duration	NOUN
american_scientific_journal-7381	172	68	prediction	prediction	NOUN
american_scientific_journal-7381	172	69	37	37	NUM
american_scientific_journal-7381	172	70	reduction	reduction	NOUN
american_scientific_journal-7381	172	71	of	of	ADP
american_scientific_journal-7381	172	72	software	software	NOUN
american_scientific_journal-7381	172	73	project	project	NOUN
american_scientific_journal-7381	172	74	duration	duration	NOUN
american_scientific_journal-7381	172	75	25	25	NUM
american_scientific_journal-7381	172	76	requirements	requirement	NOUN
american_scientific_journal-7381	172	77	elicitation	elicitation	VERB
american_scientific_journal-7381	172	78	5	5	NUM
american_scientific_journal-7381	172	79	,	,	PUNCT
american_scientific_journal-7381	172	80	31	31	NUM
american_scientific_journal-7381	172	81	requirements	requirement	NOUN
american_scientific_journal-7381	172	82	traceability	traceability	VERB
american_scientific_journal-7381	172	83	10	10	NUM
american_scientific_journal-7381	172	84	component	component	NOUN
american_scientific_journal-7381	172	85	reusability	reusability	NOUN
american_scientific_journal-7381	172	86	16	16	NUM
american_scientific_journal-7381	172	87	defect	defect	NOUN
american_scientific_journal-7381	172	88	detection	detection	NOUN
american_scientific_journal-7381	172	89	3	3	NUM
american_scientific_journal-7381	172	90	,	,	PUNCT
american_scientific_journal-7381	172	91	42	42	NUM
american_scientific_journal-7381	172	92	defect	defect	NOUN
american_scientific_journal-7381	172	93	prediction	prediction	NOUN
american_scientific_journal-7381	172	94	4	4	NUM
american_scientific_journal-7381	172	95	,	,	PUNCT
american_scientific_journal-7381	172	96	6	6	NUM
american_scientific_journal-7381	172	97	,	,	PUNCT
american_scientific_journal-7381	172	98	8	8	NUM
american_scientific_journal-7381	172	99	,	,	PUNCT
american_scientific_journal-7381	172	100	9	9	NUM
american_scientific_journal-7381	172	101	,	,	PUNCT
american_scientific_journal-7381	172	102	11	11	NUM
american_scientific_journal-7381	172	103	,	,	PUNCT
american_scientific_journal-7381	172	104	13	13	NUM
american_scientific_journal-7381	172	105	,	,	PUNCT
american_scientific_journal-7381	172	106	18	18	NUM
american_scientific_journal-7381	172	107	,	,	PUNCT
american_scientific_journal-7381	172	108	19	19	NUM
american_scientific_journal-7381	172	109	,	,	PUNCT
american_scientific_journal-7381	172	110	23	23	NUM
american_scientific_journal-7381	172	111	,	,	PUNCT
american_scientific_journal-7381	172	112	27	27	NUM
american_scientific_journal-7381	172	113	,	,	PUNCT
american_scientific_journal-7381	172	114	29	29	NUM
american_scientific_journal-7381	172	115	,	,	PUNCT
american_scientific_journal-7381	172	116	30	30	NUM
american_scientific_journal-7381	172	117	,	,	PUNCT
american_scientific_journal-7381	172	118	32	32	NUM
american_scientific_journal-7381	172	119	,	,	PUNCT
american_scientific_journal-7381	172	120	35	35	NUM
american_scientific_journal-7381	172	121	,	,	PUNCT
american_scientific_journal-7381	172	122	36	36	NUM
american_scientific_journal-7381	172	123	,	,	PUNCT
american_scientific_journal-7381	172	124	49	49	NUM
american_scientific_journal-7381	172	125	estimation	estimation	NOUN
american_scientific_journal-7381	172	126	of	of	ADP
american_scientific_journal-7381	172	127	development	development	NOUN
american_scientific_journal-7381	172	128	activities	activity	NOUN
american_scientific_journal-7381	172	129	effort	effort	VERB
american_scientific_journal-7381	172	130	2	2	NUM
american_scientific_journal-7381	172	131	,	,	PUNCT
american_scientific_journal-7381	172	132	15	15	NUM
american_scientific_journal-7381	172	133	,	,	PUNCT
american_scientific_journal-7381	172	134	24	24	NUM
american_scientific_journal-7381	172	135	,	,	PUNCT
american_scientific_journal-7381	172	136	43	43	NUM
american_scientific_journal-7381	172	137	,	,	PUNCT
american_scientific_journal-7381	172	138	44	44	NUM
american_scientific_journal-7381	172	139	software	software	NOUN
american_scientific_journal-7381	172	140	maintainability	maintainability	NOUN
american_scientific_journal-7381	172	141	prediction	prediction	NOUN
american_scientific_journal-7381	172	142	21	21	NUM
american_scientific_journal-7381	172	143	estimate	estimate	NOUN
american_scientific_journal-7381	172	144	prediction	prediction	NOUN
american_scientific_journal-7381	172	145	of	of	ADP
american_scientific_journal-7381	172	146	development	development	NOUN
american_scientific_journal-7381	172	147	activities	activity	NOUN
american_scientific_journal-7381	172	148	28	28	NUM
american_scientific_journal-7381	172	149	software	software	NOUN
american_scientific_journal-7381	172	150	process	process	NOUN
american_scientific_journal-7381	172	151	evaluation	evaluation	NOUN
american_scientific_journal-7381	172	152	26	26	NUM
american_scientific_journal-7381	172	153	software	software	NOUN
american_scientific_journal-7381	172	154	project	project	NOUN
american_scientific_journal-7381	172	155	risk	risk	NOUN
american_scientific_journal-7381	172	156	prediction	prediction	NOUN
american_scientific_journal-7381	172	157	38	38	NUM
american_scientific_journal-7381	172	158	reduction	reduction	NOUN
american_scientific_journal-7381	172	159	of	of	ADP
american_scientific_journal-7381	172	160	test	test	NOUN
american_scientific_journal-7381	172	161	cases	case	NOUN
american_scientific_journal-7381	172	162	in	in	ADP
american_scientific_journal-7381	172	163	web	web	NOUN
american_scientific_journal-7381	172	164	applications	application	NOUN
american_scientific_journal-7381	172	165	40	40	NUM
american_scientific_journal-7381	172	166	primary	primary	ADJ
american_scientific_journal-7381	172	167	studies	study	NOUN
american_scientific_journal-7381	172	168	american	american	PROPN
american_scientific_journal-7381	172	169	academic	academic	ADJ
american_scientific_journal-7381	172	170	scientific	scientific	ADJ
american_scientific_journal-7381	172	171	research	research	NOUN
american_scientific_journal-7381	172	172	journal	journal	NOUN
american_scientific_journal-7381	172	173	for	for	ADP
american_scientific_journal-7381	172	174	engineering	engineering	NOUN
american_scientific_journal-7381	172	175	,	,	PUNCT
american_scientific_journal-7381	172	176	technology	technology	NOUN
american_scientific_journal-7381	172	177	,	,	PUNCT
american_scientific_journal-7381	172	178	and	and	CCONJ
american_scientific_journal-7381	172	179	sciences	science	NOUN
american_scientific_journal-7381	172	180	(	(	PUNCT
american_scientific_journal-7381	172	181	asrjets	asrjet	NOUN
american_scientific_journal-7381	172	182	)	)	PUNCT
american_scientific_journal-7381	172	183	(	(	PUNCT
american_scientific_journal-7381	172	184	2022)volume	2022)volume	NUM
american_scientific_journal-7381	172	185	85	85	NUM
american_scientific_journal-7381	172	186	,	,	PUNCT
american_scientific_journal-7381	172	187	no1	no1	NOUN
american_scientific_journal-7381	172	188	,	,	PUNCT
american_scientific_journal-7381	172	189	pp	pp	ADP
american_scientific_journal-7381	172	190	370396	370396	NUM
american_scientific_journal-7381	172	191	384	384	NUM
american_scientific_journal-7381	172	192	figure	figure	NOUN
american_scientific_journal-7381	172	193	5	5	NUM
american_scientific_journal-7381	172	194	:	:	PUNCT
american_scientific_journal-7381	172	195	papers	paper	NOUN
american_scientific_journal-7381	172	196	distribution	distribution	NOUN
american_scientific_journal-7381	172	197	by	by	ADP
american_scientific_journal-7381	172	198	application	application	NOUN
american_scientific_journal-7381	172	199	types	type	NOUN
american_scientific_journal-7381	172	200	.	.	PUNCT
american_scientific_journal-7381	173	1	figure	figure	VERB
american_scientific_journal-7381	173	2	6	6	NUM
american_scientific_journal-7381	173	3	:	:	PUNCT
american_scientific_journal-7381	173	4	grouped	group	VERB
american_scientific_journal-7381	173	5	summary	summary	NOUN
american_scientific_journal-7381	173	6	of	of	ADP
american_scientific_journal-7381	173	7	main	main	ADJ
american_scientific_journal-7381	173	8	application	application	NOUN
american_scientific_journal-7381	173	9	types	type	NOUN
american_scientific_journal-7381	173	10	distributed	distribute	VERB
american_scientific_journal-7381	173	11	by	by	ADP
american_scientific_journal-7381	173	12	papers	paper	NOUN
american_scientific_journal-7381	173	13	.	.	PUNCT
american_scientific_journal-7381	174	1	the	the	DET
american_scientific_journal-7381	174	2	figure	figure	NOUN
american_scientific_journal-7381	174	3	7	7	NUM
american_scientific_journal-7381	174	4	is	be	AUX
american_scientific_journal-7381	174	5	a	a	DET
american_scientific_journal-7381	174	6	grouped	group	VERB
american_scientific_journal-7381	174	7	summary	summary	NOUN
american_scientific_journal-7381	174	8	classification	classification	NOUN
american_scientific_journal-7381	174	9	of	of	ADP
american_scientific_journal-7381	174	10	figure	figure	NOUN
american_scientific_journal-7381	174	11	6	6	NUM
american_scientific_journal-7381	174	12	.	.	PUNCT
american_scientific_journal-7381	175	1	it	it	PRON
american_scientific_journal-7381	175	2	was	be	AUX
american_scientific_journal-7381	175	3	necessary	necessary	ADJ
american_scientific_journal-7381	175	4	to	to	PART
american_scientific_journal-7381	175	5	show	show	VERB
american_scientific_journal-7381	175	6	the	the	DET
american_scientific_journal-7381	175	7	results	result	NOUN
american_scientific_journal-7381	175	8	in	in	ADP
american_scientific_journal-7381	175	9	a	a	DET
american_scientific_journal-7381	175	10	more	more	ADV
american_scientific_journal-7381	175	11	concise	concise	ADJ
american_scientific_journal-7381	175	12	visualization	visualization	NOUN
american_scientific_journal-7381	175	13	of	of	ADP
american_scientific_journal-7381	175	14	main	main	ADJ
american_scientific_journal-7381	175	15	application	application	NOUN
american_scientific_journal-7381	175	16	types	type	NOUN
american_scientific_journal-7381	175	17	by	by	ADP
american_scientific_journal-7381	175	18	distributed	distributed	ADJ
american_scientific_journal-7381	175	19	papers	paper	NOUN
american_scientific_journal-7381	175	20	.	.	PUNCT
american_scientific_journal-7381	176	1	for	for	ADP
american_scientific_journal-7381	176	2	example	example	NOUN
american_scientific_journal-7381	176	3	,	,	PUNCT
american_scientific_journal-7381	176	4	in	in	ADP
american_scientific_journal-7381	176	5	figure	figure	NOUN
american_scientific_journal-7381	176	6	6	6	NUM
american_scientific_journal-7381	176	7	,	,	PUNCT
american_scientific_journal-7381	176	8	defect	defect	VERB
american_scientific_journal-7381	176	9	prediction	prediction	NOUN
american_scientific_journal-7381	176	10	application	application	NOUN
american_scientific_journal-7381	176	11	type	type	NOUN
american_scientific_journal-7381	176	12	got	get	VERB
american_scientific_journal-7381	176	13	a	a	DET
american_scientific_journal-7381	176	14	percentual	percentual	ADJ
american_scientific_journal-7381	176	15	of	of	ADP
american_scientific_journal-7381	176	16	33,33	33,33	NUM
american_scientific_journal-7381	176	17	%	%	NOUN
american_scientific_journal-7381	176	18	.	.	PUNCT
american_scientific_journal-7381	177	1	however	however	ADV
american_scientific_journal-7381	177	2	,	,	PUNCT
american_scientific_journal-7381	177	3	bad	bad	ADJ
american_scientific_journal-7381	177	4	smell	smell	NOUN
american_scientific_journal-7381	177	5	prediction	prediction	NOUN
american_scientific_journal-7381	177	6	obtained	obtain	VERB
american_scientific_journal-7381	177	7	2,08	2,08	NUM
american_scientific_journal-7381	177	8	%	%	NOUN
american_scientific_journal-7381	177	9	.	.	PUNCT
american_scientific_journal-7381	178	1	both	both	PRON
american_scientific_journal-7381	178	2	are	be	AUX
american_scientific_journal-7381	178	3	related	relate	VERB
american_scientific_journal-7381	178	4	to	to	PART
american_scientific_journal-7381	178	5	defect	defect	VERB
american_scientific_journal-7381	178	6	prediction	prediction	NOUN
american_scientific_journal-7381	178	7	.	.	PUNCT
american_scientific_journal-7381	179	1	then	then	ADV
american_scientific_journal-7381	179	2	,	,	PUNCT
american_scientific_journal-7381	179	3	in	in	ADP
american_scientific_journal-7381	179	4	figure	figure	NOUN
american_scientific_journal-7381	179	5	7	7	NUM
american_scientific_journal-7381	179	6	,	,	PUNCT
american_scientific_journal-7381	179	7	these	these	DET
american_scientific_journal-7381	179	8	results	result	NOUN
american_scientific_journal-7381	179	9	were	be	AUX
american_scientific_journal-7381	179	10	grouped	group	VERB
american_scientific_journal-7381	179	11	in	in	ADP
american_scientific_journal-7381	179	12	five	five	NUM
american_scientific_journal-7381	179	13	main	main	ADJ
american_scientific_journal-7381	179	14	categories	category	NOUN
american_scientific_journal-7381	179	15	(	(	PUNCT
american_scientific_journal-7381	179	16	defect	defect	VERB
american_scientific_journal-7381	179	17	prediction	prediction	NOUN
american_scientific_journal-7381	179	18	,	,	PUNCT
american_scientific_journal-7381	179	19	effort	effort	NOUN
american_scientific_journal-7381	179	20	estimate	estimate	NOUN
american_scientific_journal-7381	179	21	,	,	PUNCT
american_scientific_journal-7381	179	22	requirements	requirement	NOUN
american_scientific_journal-7381	179	23	,	,	PUNCT
american_scientific_journal-7381	179	24	reusability	reusability	NOUN
american_scientific_journal-7381	179	25	and	and	CCONJ
american_scientific_journal-7381	179	26	software	software	NOUN
american_scientific_journal-7381	179	27	project	project	NOUN
american_scientific_journal-7381	179	28	)	)	PUNCT
american_scientific_journal-7381	179	29	that	that	PRON
american_scientific_journal-7381	179	30	increased	increase	VERB
american_scientific_journal-7381	179	31	all	all	PRON
american_scientific_journal-7381	179	32	percentual	percentual	ADJ
american_scientific_journal-7381	179	33	of	of	ADP
american_scientific_journal-7381	179	34	these	these	DET
american_scientific_journal-7381	179	35	categories	category	NOUN
american_scientific_journal-7381	179	36	because	because	SCONJ
american_scientific_journal-7381	179	37	of	of	ADP
american_scientific_journal-7381	179	38	summarization	summarization	NOUN
american_scientific_journal-7381	179	39	of	of	ADP
american_scientific_journal-7381	179	40	the	the	DET
american_scientific_journal-7381	179	41	numbers	number	NOUN
american_scientific_journal-7381	179	42	in	in	ADP
american_scientific_journal-7381	179	43	five	five	NUM
american_scientific_journal-7381	179	44	categories	category	NOUN
american_scientific_journal-7381	179	45	.	.	PUNCT
american_scientific_journal-7381	180	1	as	as	ADP
american_scientific_journal-7381	180	2	results	result	NOUN
american_scientific_journal-7381	180	3	of	of	ADP
american_scientific_journal-7381	180	4	grouped	group	VERB
american_scientific_journal-7381	180	5	summary	summary	NOUN
american_scientific_journal-7381	180	6	,	,	PUNCT
american_scientific_journal-7381	180	7	we	we	PRON
american_scientific_journal-7381	180	8	can	can	AUX
american_scientific_journal-7381	180	9	see	see	VERB
american_scientific_journal-7381	180	10	in	in	ADP
american_scientific_journal-7381	180	11	the	the	DET
american_scientific_journal-7381	180	12	figure	figure	NOUN
american_scientific_journal-7381	180	13	7	7	NUM
american_scientific_journal-7381	180	14	that	that	SCONJ
american_scientific_journal-7381	180	15	the	the	DET
american_scientific_journal-7381	180	16	application	application	NOUN
american_scientific_journal-7381	180	17	of	of	ADP
american_scientific_journal-7381	180	18	machine	machine	NOUN
american_scientific_journal-7381	180	19	learning	learn	VERB
american_scientific_journal-7381	180	20	algorithms	algorithm	NOUN
american_scientific_journal-7381	180	21	in	in	ADP
american_scientific_journal-7381	180	22	software	software	NOUN
american_scientific_journal-7381	180	23	engineering	engineering	NOUN
american_scientific_journal-7381	180	24	is	be	AUX
american_scientific_journal-7381	180	25	more	more	ADV
american_scientific_journal-7381	180	26	restricted	restricted	ADJ
american_scientific_journal-7381	180	27	to	to	PART
american_scientific_journal-7381	180	28	software	software	NOUN
american_scientific_journal-7381	180	29	defect	defect	NOUN
american_scientific_journal-7381	180	30	prediction	prediction	NOUN
american_scientific_journal-7381	180	31	(	(	PUNCT
american_scientific_journal-7381	180	32	56	56	NUM
american_scientific_journal-7381	180	33	%	%	NOUN
american_scientific_journal-7381	180	34	)	)	PUNCT
american_scientific_journal-7381	180	35	and	and	CCONJ
american_scientific_journal-7381	180	36	effort	effort	NOUN
american_scientific_journal-7381	180	37	estimation	estimation	NOUN
american_scientific_journal-7381	180	38	(	(	PUNCT
american_scientific_journal-7381	180	39	20	20	NUM
american_scientific_journal-7381	180	40	%	%	NOUN
american_scientific_journal-7381	180	41	)	)	PUNCT
american_scientific_journal-7381	180	42	.	.	PUNCT
american_scientific_journal-7381	181	1	american	american	ADJ
american_scientific_journal-7381	181	2	academic	academic	ADJ
american_scientific_journal-7381	181	3	scientific	scientific	ADJ
american_scientific_journal-7381	181	4	research	research	NOUN
american_scientific_journal-7381	181	5	journal	journal	NOUN
american_scientific_journal-7381	181	6	for	for	ADP
american_scientific_journal-7381	181	7	engineering	engineering	NOUN
american_scientific_journal-7381	181	8	,	,	PUNCT
american_scientific_journal-7381	181	9	technology	technology	NOUN
american_scientific_journal-7381	181	10	,	,	PUNCT
american_scientific_journal-7381	181	11	and	and	CCONJ
american_scientific_journal-7381	181	12	sciences	science	NOUN
american_scientific_journal-7381	181	13	(	(	PUNCT
american_scientific_journal-7381	181	14	asrjets	asrjet	NOUN
american_scientific_journal-7381	181	15	)	)	PUNCT
american_scientific_journal-7381	181	16	(	(	PUNCT
american_scientific_journal-7381	181	17	2022)volume	2022)volume	NUM
american_scientific_journal-7381	181	18	85	85	NUM
american_scientific_journal-7381	181	19	,	,	PUNCT
american_scientific_journal-7381	181	20	no1	no1	NOUN
american_scientific_journal-7381	181	21	,	,	PUNCT
american_scientific_journal-7381	181	22	pp	pp	ADP
american_scientific_journal-7381	181	23	370396	370396	NUM
american_scientific_journal-7381	181	24	385	385	NUM
american_scientific_journal-7381	181	25	5.4	5.4	NUM
american_scientific_journal-7381	181	26	.	.	PUNCT
american_scientific_journal-7381	182	1	what	what	PRON
american_scientific_journal-7381	182	2	are	be	AUX
american_scientific_journal-7381	182	3	the	the	DET
american_scientific_journal-7381	182	4	main	main	ADJ
american_scientific_journal-7381	182	5	results	result	NOUN
american_scientific_journal-7381	182	6	achieved	achieve	VERB
american_scientific_journal-7381	182	7	by	by	ADP
american_scientific_journal-7381	182	8	the	the	DET
american_scientific_journal-7381	182	9	application	application	NOUN
american_scientific_journal-7381	182	10	of	of	ADP
american_scientific_journal-7381	182	11	algorithms	algorithm	NOUN
american_scientific_journal-7381	182	12	and/or	and/or	CCONJ
american_scientific_journal-7381	182	13	machine	machine	NOUN
american_scientific_journal-7381	182	14	learning	learn	VERB
american_scientific_journal-7381	182	15	frameworks	framework	NOUN
american_scientific_journal-7381	182	16	in	in	ADP
american_scientific_journal-7381	182	17	software	software	NOUN
american_scientific_journal-7381	182	18	engineering	engineering	NOUN
american_scientific_journal-7381	182	19	?	?	PUNCT
american_scientific_journal-7381	183	1	this	this	DET
american_scientific_journal-7381	183	2	section	section	NOUN
american_scientific_journal-7381	183	3	has	have	VERB
american_scientific_journal-7381	183	4	as	as	ADP
american_scientific_journal-7381	183	5	main	main	ADJ
american_scientific_journal-7381	183	6	objective	objective	NOUN
american_scientific_journal-7381	183	7	to	to	PART
american_scientific_journal-7381	183	8	identify	identify	VERB
american_scientific_journal-7381	183	9	the	the	DET
american_scientific_journal-7381	183	10	main	main	ADJ
american_scientific_journal-7381	183	11	results	result	NOUN
american_scientific_journal-7381	183	12	obtained	obtain	VERB
american_scientific_journal-7381	183	13	with	with	ADP
american_scientific_journal-7381	183	14	machine	machine	NOUN
american_scientific_journal-7381	183	15	learning	learn	VERB
american_scientific_journal-7381	183	16	algorithms	algorithms	PROPN
american_scientific_journal-7381	183	17	application	application	NOUN
american_scientific_journal-7381	183	18	.	.	PUNCT
american_scientific_journal-7381	184	1	table	table	NOUN
american_scientific_journal-7381	184	2	6	6	NUM
american_scientific_journal-7381	184	3	shows	show	VERB
american_scientific_journal-7381	184	4	the	the	DET
american_scientific_journal-7381	184	5	results	result	NOUN
american_scientific_journal-7381	184	6	obtained	obtain	VERB
american_scientific_journal-7381	184	7	from	from	ADP
american_scientific_journal-7381	184	8	the	the	DET
american_scientific_journal-7381	184	9	papers	paper	NOUN
american_scientific_journal-7381	184	10	.	.	PUNCT
american_scientific_journal-7381	185	1	table	table	NOUN
american_scientific_journal-7381	185	2	6	6	NUM
american_scientific_journal-7381	185	3	:	:	PUNCT
american_scientific_journal-7381	185	4	papers	paper	NOUN
american_scientific_journal-7381	185	5	distribution	distribution	NOUN
american_scientific_journal-7381	185	6	by	by	ADP
american_scientific_journal-7381	185	7	algorithm	algorithm	NOUN
american_scientific_journal-7381	185	8	application	application	NOUN
american_scientific_journal-7381	185	9	results	result	NOUN
american_scientific_journal-7381	185	10	in	in	ADP
american_scientific_journal-7381	185	11	table	table	NOUN
american_scientific_journal-7381	185	12	6	6	NUM
american_scientific_journal-7381	185	13	,	,	PUNCT
american_scientific_journal-7381	185	14	we	we	PRON
american_scientific_journal-7381	185	15	can	can	AUX
american_scientific_journal-7381	185	16	identify	identify	VERB
american_scientific_journal-7381	185	17	that	that	SCONJ
american_scientific_journal-7381	185	18	most	most	ADJ
american_scientific_journal-7381	185	19	papers	paper	NOUN
american_scientific_journal-7381	185	20	reported	report	VERB
american_scientific_journal-7381	185	21	positive	positive	ADJ
american_scientific_journal-7381	185	22	results	result	NOUN
american_scientific_journal-7381	185	23	(	(	PUNCT
american_scientific_journal-7381	185	24	e.g.	e.g.	ADV
american_scientific_journal-7381	185	25	cost	cost	NOUN
american_scientific_journal-7381	185	26	reduction	reduction	NOUN
american_scientific_journal-7381	185	27	,	,	PUNCT
american_scientific_journal-7381	185	28	improved	improved	ADJ
american_scientific_journal-7381	185	29	accuracy	accuracy	NOUN
american_scientific_journal-7381	185	30	in	in	ADP
american_scientific_journal-7381	185	31	defect	defect	NOUN
american_scientific_journal-7381	185	32	prediction	prediction	NOUN
american_scientific_journal-7381	185	33	,	,	PUNCT
american_scientific_journal-7381	185	34	time	time	NOUN
american_scientific_journal-7381	185	35	reduction	reduction	NOUN
american_scientific_journal-7381	185	36	)	)	PUNCT
american_scientific_journal-7381	185	37	in	in	ADP
american_scientific_journal-7381	185	38	the	the	DET
american_scientific_journal-7381	185	39	application	application	NOUN
american_scientific_journal-7381	185	40	of	of	ADP
american_scientific_journal-7381	185	41	machine	machine	NOUN
american_scientific_journal-7381	185	42	learning	learn	VERB
american_scientific_journal-7381	185	43	algorithms	algorithm	NOUN
american_scientific_journal-7381	185	44	in	in	ADP
american_scientific_journal-7381	185	45	software	software	NOUN
american_scientific_journal-7381	185	46	engineering	engineering	NOUN
american_scientific_journal-7381	185	47	.	.	PUNCT
american_scientific_journal-7381	186	1	the	the	DET
american_scientific_journal-7381	186	2	main	main	ADJ
american_scientific_journal-7381	186	3	results	result	NOUN
american_scientific_journal-7381	186	4	identified	identify	VERB
american_scientific_journal-7381	186	5	and	and	CCONJ
american_scientific_journal-7381	186	6	that	that	PRON
american_scientific_journal-7381	186	7	showed	show	VERB
american_scientific_journal-7381	186	8	improvement	improvement	NOUN
american_scientific_journal-7381	186	9	in	in	ADP
american_scientific_journal-7381	186	10	the	the	DET
american_scientific_journal-7381	186	11	software	software	NOUN
american_scientific_journal-7381	186	12	development	development	NOUN
american_scientific_journal-7381	186	13	process	process	NOUN
american_scientific_journal-7381	186	14	were	be	AUX
american_scientific_journal-7381	186	15	improvement	improvement	NOUN
american_scientific_journal-7381	186	16	in	in	ADP
american_scientific_journal-7381	186	17	defect	defect	NOUN
american_scientific_journal-7381	186	18	prediction	prediction	NOUN
american_scientific_journal-7381	186	19	performance	performance	NOUN
american_scientific_journal-7381	186	20	(	(	PUNCT
american_scientific_journal-7381	186	21	11	11	NUM
american_scientific_journal-7381	186	22	articles	article	NOUN
american_scientific_journal-7381	186	23	)	)	PUNCT
american_scientific_journal-7381	186	24	,	,	PUNCT
american_scientific_journal-7381	186	25	improvement	improvement	NOUN
american_scientific_journal-7381	186	26	in	in	ADP
american_scientific_journal-7381	186	27	defect	defect	NOUN
american_scientific_journal-7381	186	28	prediction	prediction	NOUN
american_scientific_journal-7381	186	29	accuracy	accuracy	NOUN
american_scientific_journal-7381	186	30	(	(	PUNCT
american_scientific_journal-7381	186	31	9	9	NUM
american_scientific_journal-7381	186	32	articles	article	NOUN
american_scientific_journal-7381	186	33	)	)	PUNCT
american_scientific_journal-7381	186	34	,	,	PUNCT
american_scientific_journal-7381	186	35	improvement	improvement	NOUN
american_scientific_journal-7381	186	36	in	in	ADP
american_scientific_journal-7381	186	37	defect	defect	NOUN
american_scientific_journal-7381	186	38	prediction	prediction	NOUN
american_scientific_journal-7381	186	39	(	(	PUNCT
american_scientific_journal-7381	186	40	5	5	NUM
american_scientific_journal-7381	186	41	articles	article	NOUN
american_scientific_journal-7381	186	42	)	)	PUNCT
american_scientific_journal-7381	186	43	and	and	CCONJ
american_scientific_journal-7381	186	44	reduction	reduction	NOUN
american_scientific_journal-7381	186	45	of	of	ADP
american_scientific_journal-7381	186	46	the	the	DET
american_scientific_journal-7381	186	47	cost	cost	NOUN
american_scientific_journal-7381	186	48	/	/	SYM
american_scientific_journal-7381	186	49	time	time	NOUN
american_scientific_journal-7381	186	50	of	of	ADP
american_scientific_journal-7381	186	51	development	development	NOUN
american_scientific_journal-7381	186	52	activities	activity	NOUN
american_scientific_journal-7381	186	53	(	(	PUNCT
american_scientific_journal-7381	186	54	3	3	NUM
american_scientific_journal-7381	186	55	articles	article	NOUN
american_scientific_journal-7381	186	56	)	)	PUNCT
american_scientific_journal-7381	186	57	,	,	PUNCT
american_scientific_journal-7381	186	58	which	which	PRON
american_scientific_journal-7381	186	59	corroborates	corroborate	VERB
american_scientific_journal-7381	186	60	the	the	DET
american_scientific_journal-7381	186	61	result	result	NOUN
american_scientific_journal-7381	186	62	identified	identify	VERB
american_scientific_journal-7381	186	63	in	in	ADP
american_scientific_journal-7381	186	64	section	section	NOUN
american_scientific_journal-7381	186	65	5.3	5.3	NUM
american_scientific_journal-7381	186	66	,	,	PUNCT
american_scientific_journal-7381	186	67	that	that	SCONJ
american_scientific_journal-7381	186	68	the	the	DET
american_scientific_journal-7381	186	69	main	main	ADJ
american_scientific_journal-7381	186	70	types	type	NOUN
american_scientific_journal-7381	186	71	of	of	ADP
american_scientific_journal-7381	186	72	machine	machine	NOUN
american_scientific_journal-7381	186	73	learning	learn	VERB
american_scientific_journal-7381	186	74	algorithms	algorithms	NOUN
american_scientific_journal-7381	186	75	applications	application	NOUN
american_scientific_journal-7381	186	76	in	in	ADP
american_scientific_journal-7381	186	77	engineering	engineering	NOUN
american_scientific_journal-7381	186	78	software	software	NOUN
american_scientific_journal-7381	186	79	are	be	AUX
american_scientific_journal-7381	186	80	software	software	NOUN
american_scientific_journal-7381	186	81	defect	defect	NOUN
american_scientific_journal-7381	186	82	prediction	prediction	NOUN
american_scientific_journal-7381	186	83	and	and	CCONJ
american_scientific_journal-7381	186	84	development	development	NOUN
american_scientific_journal-7381	186	85	activities	activity	NOUN
american_scientific_journal-7381	186	86	effort	effort	VERB
american_scientific_journal-7381	186	87	estimation	estimation	NOUN
american_scientific_journal-7381	186	88	.	.	PUNCT
american_scientific_journal-7381	187	1	the	the	DET
american_scientific_journal-7381	187	2	results	result	NOUN
american_scientific_journal-7381	187	3	of	of	ADP
american_scientific_journal-7381	187	4	accuracy	accuracy	NOUN
american_scientific_journal-7381	187	5	in	in	ADP
american_scientific_journal-7381	187	6	defect	defect	NOUN
american_scientific_journal-7381	187	7	and	and	CCONJ
american_scientific_journal-7381	187	8	bad	bad	ADJ
american_scientific_journal-7381	187	9	-	-	PUNCT
american_scientific_journal-7381	187	10	smell	smell	NOUN
american_scientific_journal-7381	187	11	predictions	prediction	NOUN
american_scientific_journal-7381	187	12	,	,	PUNCT
american_scientific_journal-7381	187	13	improvement	improvement	NOUN
american_scientific_journal-7381	187	14	in	in	ADP
american_scientific_journal-7381	187	15	project	project	NOUN
american_scientific_journal-7381	187	16	estimates	estimate	NOUN
american_scientific_journal-7381	187	17	,	,	PUNCT
american_scientific_journal-7381	187	18	and	and	CCONJ
american_scientific_journal-7381	187	19	improvement	improvement	NOUN
american_scientific_journal-7381	187	20	in	in	ADP
american_scientific_journal-7381	187	21	software	software	NOUN
american_scientific_journal-7381	187	22	quality	quality	NOUN
american_scientific_journal-7381	187	23	were	be	AUX
american_scientific_journal-7381	187	24	reported	report	VERB
american_scientific_journal-7381	187	25	in	in	ADP
american_scientific_journal-7381	187	26	only	only	ADV
american_scientific_journal-7381	187	27	two	two	NUM
american_scientific_journal-7381	187	28	papers	paper	NOUN
american_scientific_journal-7381	187	29	.	.	PUNCT
american_scientific_journal-7381	188	1	some	some	PRON
american_scientific_journal-7381	188	2	of	of	ADP
american_scientific_journal-7381	188	3	the	the	DET
american_scientific_journal-7381	188	4	papers	paper	NOUN
american_scientific_journal-7381	188	5	reported	report	VERB
american_scientific_journal-7381	188	6	more	more	ADJ
american_scientific_journal-7381	188	7	than	than	ADP
american_scientific_journal-7381	188	8	one	one	NUM
american_scientific_journal-7381	188	9	result	result	NOUN
american_scientific_journal-7381	188	10	,	,	PUNCT
american_scientific_journal-7381	188	11	being	be	AUX
american_scientific_journal-7381	188	12	,	,	PUNCT
american_scientific_journal-7381	188	13	therefore	therefore	ADV
american_scientific_journal-7381	188	14	,	,	PUNCT
american_scientific_journal-7381	188	15	replicated	replicate	VERB
american_scientific_journal-7381	188	16	in	in	ADP
american_scientific_journal-7381	188	17	more	more	ADJ
american_scientific_journal-7381	188	18	than	than	ADP
american_scientific_journal-7381	188	19	one	one	NUM
american_scientific_journal-7381	188	20	type	type	NOUN
american_scientific_journal-7381	188	21	of	of	ADP
american_scientific_journal-7381	188	22	application	application	NOUN
american_scientific_journal-7381	188	23	in	in	ADP
american_scientific_journal-7381	188	24	table	table	NOUN
american_scientific_journal-7381	188	25	6	6	NUM
american_scientific_journal-7381	188	26	.	.	PUNCT
american_scientific_journal-7381	189	1	in	in	ADP
american_scientific_journal-7381	189	2	figure	figure	NOUN
american_scientific_journal-7381	189	3	8	8	NUM
american_scientific_journal-7381	189	4	,	,	PUNCT
american_scientific_journal-7381	189	5	these	these	DET
american_scientific_journal-7381	189	6	results	result	NOUN
american_scientific_journal-7381	189	7	are	be	AUX
american_scientific_journal-7381	189	8	presented	present	VERB
american_scientific_journal-7381	189	9	in	in	ADP
american_scientific_journal-7381	189	10	the	the	DET
american_scientific_journal-7381	189	11	form	form	NOUN
american_scientific_journal-7381	189	12	of	of	ADP
american_scientific_journal-7381	189	13	a	a	DET
american_scientific_journal-7381	189	14	histogram	histogram	NOUN
american_scientific_journal-7381	189	15	.	.	PUNCT
american_scientific_journal-7381	190	1	types	type	NOUN
american_scientific_journal-7381	190	2	of	of	ADP
american_scientific_journal-7381	190	3	applications	application	NOUN
american_scientific_journal-7381	190	4	cost	cost	NOUN
american_scientific_journal-7381	190	5	reduction	reduction	NOUN
american_scientific_journal-7381	190	6	31	31	NUM
american_scientific_journal-7381	190	7	,	,	PUNCT
american_scientific_journal-7381	190	8	40	40	NUM
american_scientific_journal-7381	190	9	,	,	PUNCT
american_scientific_journal-7381	190	10	improved	improve	VERB
american_scientific_journal-7381	190	11	defect	defect	NOUN
american_scientific_journal-7381	190	12	prediction	prediction	NOUN
american_scientific_journal-7381	190	13	3	3	NUM
american_scientific_journal-7381	190	14	,	,	PUNCT
american_scientific_journal-7381	190	15	4	4	NUM
american_scientific_journal-7381	190	16	,	,	PUNCT
american_scientific_journal-7381	190	17	14	14	NUM
american_scientific_journal-7381	190	18	,	,	PUNCT
american_scientific_journal-7381	190	19	25	25	NUM
american_scientific_journal-7381	190	20	,	,	PUNCT
american_scientific_journal-7381	190	21	26	26	NUM
american_scientific_journal-7381	190	22	,	,	PUNCT
american_scientific_journal-7381	190	23	improving	improve	VERB
american_scientific_journal-7381	190	24	defect	defect	NOUN
american_scientific_journal-7381	190	25	prediction	prediction	NOUN
american_scientific_journal-7381	190	26	accuracy	accuracy	NOUN
american_scientific_journal-7381	190	27	7	7	NUM
american_scientific_journal-7381	190	28	,	,	PUNCT
american_scientific_journal-7381	190	29	12	12	NUM
american_scientific_journal-7381	190	30	,	,	PUNCT
american_scientific_journal-7381	190	31	15	15	NUM
american_scientific_journal-7381	190	32	,	,	PUNCT
american_scientific_journal-7381	190	33	21	21	NUM
american_scientific_journal-7381	190	34	,	,	PUNCT
american_scientific_journal-7381	190	35	23	23	NUM
american_scientific_journal-7381	190	36	,	,	PUNCT
american_scientific_journal-7381	190	37	28	28	NUM
american_scientific_journal-7381	190	38	,	,	PUNCT
american_scientific_journal-7381	190	39	30	30	NUM
american_scientific_journal-7381	190	40	,	,	PUNCT
american_scientific_journal-7381	190	41	45	45	NUM
american_scientific_journal-7381	190	42	,	,	PUNCT
american_scientific_journal-7381	190	43	48	48	NUM
american_scientific_journal-7381	190	44	,	,	PUNCT
american_scientific_journal-7381	190	45	error	error	NOUN
american_scientific_journal-7381	190	46	rate	rate	NOUN
american_scientific_journal-7381	190	47	reduction	reduction	NOUN
american_scientific_journal-7381	190	48	28	28	NUM
american_scientific_journal-7381	190	49	,	,	PUNCT
american_scientific_journal-7381	190	50	42	42	NUM
american_scientific_journal-7381	190	51	,	,	PUNCT
american_scientific_journal-7381	190	52	improved	improve	VERB
american_scientific_journal-7381	190	53	performance	performance	NOUN
american_scientific_journal-7381	190	54	in	in	ADP
american_scientific_journal-7381	190	55	defect	defect	NOUN
american_scientific_journal-7381	190	56	prediction	prediction	NOUN
american_scientific_journal-7381	190	57	9	9	NUM
american_scientific_journal-7381	190	58	,	,	PUNCT
american_scientific_journal-7381	190	59	13	13	NUM
american_scientific_journal-7381	190	60	,	,	PUNCT
american_scientific_journal-7381	190	61	17	17	NUM
american_scientific_journal-7381	190	62	,	,	PUNCT
american_scientific_journal-7381	190	63	22	22	NUM
american_scientific_journal-7381	190	64	,	,	PUNCT
american_scientific_journal-7381	190	65	28	28	NUM
american_scientific_journal-7381	190	66	,	,	PUNCT
american_scientific_journal-7381	190	67	29	29	NUM
american_scientific_journal-7381	190	68	,	,	PUNCT
american_scientific_journal-7381	190	69	32	32	NUM
american_scientific_journal-7381	190	70	,	,	PUNCT
american_scientific_journal-7381	190	71	34	34	NUM
american_scientific_journal-7381	190	72	,	,	PUNCT
american_scientific_journal-7381	190	73	35	35	NUM
american_scientific_journal-7381	190	74	,	,	PUNCT
american_scientific_journal-7381	190	75	37	37	NUM
american_scientific_journal-7381	190	76	,	,	PUNCT
american_scientific_journal-7381	190	77	38	38	NUM
american_scientific_journal-7381	190	78	,	,	PUNCT
american_scientific_journal-7381	190	79	accuracy	accuracy	NOUN
american_scientific_journal-7381	190	80	of	of	ADP
american_scientific_journal-7381	190	81	defects	defect	NOUN
american_scientific_journal-7381	190	82	and	and	CCONJ
american_scientific_journal-7381	190	83	bad	bad	ADJ
american_scientific_journal-7381	190	84	smell	smell	NOUN
american_scientific_journal-7381	190	85	predictions	prediction	NOUN
american_scientific_journal-7381	190	86	11	11	NUM
american_scientific_journal-7381	190	87	,	,	PUNCT
american_scientific_journal-7381	190	88	39	39	NUM
american_scientific_journal-7381	190	89	,	,	PUNCT
american_scientific_journal-7381	190	90	reduction	reduction	NOUN
american_scientific_journal-7381	190	91	in	in	ADP
american_scientific_journal-7381	190	92	software	software	NOUN
american_scientific_journal-7381	190	93	maintenance	maintenance	NOUN
american_scientific_journal-7381	190	94	and	and	CCONJ
american_scientific_journal-7381	190	95	testing	testing	NOUN
american_scientific_journal-7381	190	96	costs	cost	NOUN
american_scientific_journal-7381	190	97	8	8	NUM
american_scientific_journal-7381	190	98	,	,	PUNCT
american_scientific_journal-7381	190	99	improved	improve	VERB
american_scientific_journal-7381	190	100	estimates	estimate	NOUN
american_scientific_journal-7381	190	101	for	for	ADP
american_scientific_journal-7381	190	102	large	large	ADJ
american_scientific_journal-7381	190	103	projects	project	NOUN
american_scientific_journal-7381	190	104	2	2	NUM
american_scientific_journal-7381	190	105	,	,	PUNCT
american_scientific_journal-7381	190	106	improvement	improvement	NOUN
american_scientific_journal-7381	190	107	in	in	ADP
american_scientific_journal-7381	190	108	small	small	ADJ
american_scientific_journal-7381	190	109	and	and	CCONJ
american_scientific_journal-7381	190	110	medium	medium	ADJ
american_scientific_journal-7381	190	111	project	project	NOUN
american_scientific_journal-7381	190	112	estimates	estimate	NOUN
american_scientific_journal-7381	190	113	2	2	NUM
american_scientific_journal-7381	190	114	,	,	PUNCT
american_scientific_journal-7381	190	115	44	44	NUM
american_scientific_journal-7381	190	116	,	,	PUNCT
american_scientific_journal-7381	190	117	improved	improved	ADJ
american_scientific_journal-7381	190	118	accuracy	accuracy	NOUN
american_scientific_journal-7381	190	119	of	of	ADP
american_scientific_journal-7381	190	120	predictions	prediction	NOUN
american_scientific_journal-7381	190	121	10	10	NUM
american_scientific_journal-7381	190	122	,	,	PUNCT
american_scientific_journal-7381	190	123	18	18	NUM
american_scientific_journal-7381	190	124	,	,	PUNCT
american_scientific_journal-7381	190	125	reduction	reduction	NOUN
american_scientific_journal-7381	190	126	of	of	ADP
american_scientific_journal-7381	190	127	manually	manually	ADJ
american_scientific_journal-7381	190	128	elaboration	elaboration	NOUN
american_scientific_journal-7381	190	129	of	of	ADP
american_scientific_journal-7381	190	130	test	test	NOUN
american_scientific_journal-7381	190	131	cases	case	NOUN
american_scientific_journal-7381	190	132	1	1	NUM
american_scientific_journal-7381	190	133	,	,	PUNCT
american_scientific_journal-7381	190	134	reduction	reduction	NOUN
american_scientific_journal-7381	190	135	of	of	ADP
american_scientific_journal-7381	190	136	task	task	NOUN
american_scientific_journal-7381	190	137	duration	duration	NOUN
american_scientific_journal-7381	190	138	45	45	NUM
american_scientific_journal-7381	190	139	,	,	PUNCT
american_scientific_journal-7381	190	140	improved	improve	VERB
american_scientific_journal-7381	190	141	anti	anti	ADJ
american_scientific_journal-7381	190	142	-	-	ADJ
american_scientific_journal-7381	190	143	pattern	pattern	ADJ
american_scientific_journal-7381	190	144	detection	detection	NOUN
american_scientific_journal-7381	190	145	47	47	NUM
american_scientific_journal-7381	190	146	,	,	PUNCT
american_scientific_journal-7381	190	147	improvement	improvement	NOUN
american_scientific_journal-7381	190	148	in	in	ADP
american_scientific_journal-7381	190	149	software	software	NOUN
american_scientific_journal-7381	190	150	quality	quality	NOUN
american_scientific_journal-7381	190	151	6	6	NUM
american_scientific_journal-7381	190	152	,	,	PUNCT
american_scientific_journal-7381	190	153	33	33	NUM
american_scientific_journal-7381	190	154	,	,	PUNCT
american_scientific_journal-7381	190	155	improved	improve	VERB
american_scientific_journal-7381	190	156	failure	failure	NOUN
american_scientific_journal-7381	190	157	prediction	prediction	NOUN
american_scientific_journal-7381	190	158	36	36	NUM
american_scientific_journal-7381	190	159	,	,	PUNCT
american_scientific_journal-7381	190	160	reduced	reduce	VERB
american_scientific_journal-7381	190	161	cost	cost	NOUN
american_scientific_journal-7381	190	162	and	and	CCONJ
american_scientific_journal-7381	190	163	time	time	NOUN
american_scientific_journal-7381	190	164	of	of	ADP
american_scientific_journal-7381	190	165	development	development	NOUN
american_scientific_journal-7381	190	166	activities	activity	NOUN
american_scientific_journal-7381	190	167	16	16	NUM
american_scientific_journal-7381	190	168	,	,	PUNCT
american_scientific_journal-7381	190	169	33	33	NUM
american_scientific_journal-7381	190	170	,	,	PUNCT
american_scientific_journal-7381	190	171	43	43	NUM
american_scientific_journal-7381	190	172	,	,	PUNCT
american_scientific_journal-7381	190	173	improved	improved	ADJ
american_scientific_journal-7381	190	174	software	software	NOUN
american_scientific_journal-7381	190	175	testing	testing	NOUN
american_scientific_journal-7381	190	176	activities	activity	NOUN
american_scientific_journal-7381	190	177	27	27	NUM
american_scientific_journal-7381	190	178	,	,	PUNCT
american_scientific_journal-7381	190	179	primary	primary	ADJ
american_scientific_journal-7381	190	180	studies	study	NOUN
american_scientific_journal-7381	190	181	american	american	PROPN
american_scientific_journal-7381	190	182	academic	academic	ADJ
american_scientific_journal-7381	190	183	scientific	scientific	ADJ
american_scientific_journal-7381	190	184	research	research	NOUN
american_scientific_journal-7381	190	185	journal	journal	NOUN
american_scientific_journal-7381	190	186	for	for	ADP
american_scientific_journal-7381	190	187	engineering	engineering	NOUN
american_scientific_journal-7381	190	188	,	,	PUNCT
american_scientific_journal-7381	190	189	technology	technology	NOUN
american_scientific_journal-7381	190	190	,	,	PUNCT
american_scientific_journal-7381	190	191	and	and	CCONJ
american_scientific_journal-7381	190	192	sciences	science	NOUN
american_scientific_journal-7381	190	193	(	(	PUNCT
american_scientific_journal-7381	190	194	asrjets	asrjet	NOUN
american_scientific_journal-7381	190	195	)	)	PUNCT
american_scientific_journal-7381	190	196	(	(	PUNCT
american_scientific_journal-7381	190	197	2022)volume	2022)volume	NUM
american_scientific_journal-7381	190	198	85	85	NUM
american_scientific_journal-7381	190	199	,	,	PUNCT
american_scientific_journal-7381	190	200	no1	no1	NOUN
american_scientific_journal-7381	190	201	,	,	PUNCT
american_scientific_journal-7381	190	202	pp	pp	ADP
american_scientific_journal-7381	190	203	370396	370396	NUM
american_scientific_journal-7381	190	204	386	386	NUM
american_scientific_journal-7381	190	205	figure	figure	NOUN
american_scientific_journal-7381	190	206	7	7	NUM
american_scientific_journal-7381	190	207	:	:	PUNCT
american_scientific_journal-7381	190	208	papers	paper	NOUN
american_scientific_journal-7381	190	209	distribution	distribution	NOUN
american_scientific_journal-7381	190	210	by	by	ADP
american_scientific_journal-7381	190	211	results	result	NOUN
american_scientific_journal-7381	190	212	achieved	achieve	VERB
american_scientific_journal-7381	190	213	.	.	PUNCT
american_scientific_journal-7381	191	1	5.5	5.5	NUM
american_scientific_journal-7381	191	2	.	.	PUNCT
american_scientific_journal-7381	191	3	results	result	VERB
american_scientific_journal-7381	191	4	discussion	discussion	NOUN
american_scientific_journal-7381	191	5	this	this	DET
american_scientific_journal-7381	191	6	work	work	NOUN
american_scientific_journal-7381	191	7	characterized	characterize	VERB
american_scientific_journal-7381	191	8	,	,	PUNCT
american_scientific_journal-7381	191	9	in	in	ADP
american_scientific_journal-7381	191	10	sections	section	NOUN
american_scientific_journal-7381	191	11	5.1	5.1	NUM
american_scientific_journal-7381	191	12	,	,	PUNCT
american_scientific_journal-7381	191	13	5.2	5.2	NUM
american_scientific_journal-7381	191	14	,	,	PUNCT
american_scientific_journal-7381	191	15	5.3	5.3	NUM
american_scientific_journal-7381	191	16	and	and	CCONJ
american_scientific_journal-7381	191	17	5.4	5.4	NUM
american_scientific_journal-7381	191	18	,	,	PUNCT
american_scientific_journal-7381	191	19	the	the	DET
american_scientific_journal-7381	191	20	main	main	ADJ
american_scientific_journal-7381	191	21	approaches	approach	NOUN
american_scientific_journal-7381	191	22	of	of	ADP
american_scientific_journal-7381	191	23	machine	machine	NOUN
american_scientific_journal-7381	191	24	learning	learn	VERB
american_scientific_journal-7381	191	25	algorithms	algorithm	NOUN
american_scientific_journal-7381	191	26	in	in	ADP
american_scientific_journal-7381	191	27	software	software	NOUN
american_scientific_journal-7381	191	28	engineering	engineering	NOUN
american_scientific_journal-7381	191	29	.	.	PUNCT
american_scientific_journal-7381	192	1	from	from	ADP
american_scientific_journal-7381	192	2	the	the	DET
american_scientific_journal-7381	192	3	four	four	NUM
american_scientific_journal-7381	192	4	research	research	NOUN
american_scientific_journal-7381	192	5	questions	question	NOUN
american_scientific_journal-7381	192	6	,	,	PUNCT
american_scientific_journal-7381	192	7	the	the	DET
american_scientific_journal-7381	192	8	following	follow	VERB
american_scientific_journal-7381	192	9	questions	question	NOUN
american_scientific_journal-7381	192	10	were	be	AUX
american_scientific_journal-7381	192	11	answered	answer	VERB
american_scientific_journal-7381	192	12	:	:	PUNCT
american_scientific_journal-7381	192	13			NOUN
american_scientific_journal-7381	192	14	what	what	PRON
american_scientific_journal-7381	192	15	algorithms	algorithm	NOUN
american_scientific_journal-7381	192	16	are	be	AUX
american_scientific_journal-7381	192	17	applied	apply	VERB
american_scientific_journal-7381	192	18	?	?	PUNCT
american_scientific_journal-7381	193	1			PRON
american_scientific_journal-7381	193	2	where	where	SCONJ
american_scientific_journal-7381	193	3	are	be	AUX
american_scientific_journal-7381	193	4	they	they	PRON
american_scientific_journal-7381	193	5	applied	apply	VERB
american_scientific_journal-7381	193	6	?	?	PUNCT
american_scientific_journal-7381	194	1			X
american_scientific_journal-7381	195	1	how	how	SCONJ
american_scientific_journal-7381	195	2	are	be	AUX
american_scientific_journal-7381	195	3	they	they	PRON
american_scientific_journal-7381	195	4	applied	apply	VERB
american_scientific_journal-7381	195	5	?	?	PUNCT
american_scientific_journal-7381	196	1			X
american_scientific_journal-7381	196	2	what	what	PRON
american_scientific_journal-7381	196	3	are	be	AUX
american_scientific_journal-7381	196	4	the	the	DET
american_scientific_journal-7381	196	5	results	result	NOUN
american_scientific_journal-7381	196	6	of	of	ADP
american_scientific_journal-7381	196	7	these	these	DET
american_scientific_journal-7381	196	8	applications	application	NOUN
american_scientific_journal-7381	196	9	?	?	PUNCT
american_scientific_journal-7381	197	1	below	below	ADV
american_scientific_journal-7381	197	2	are	be	AUX
american_scientific_journal-7381	197	3	the	the	DET
american_scientific_journal-7381	197	4	answers	answer	NOUN
american_scientific_journal-7381	197	5	to	to	ADP
american_scientific_journal-7381	197	6	the	the	DET
american_scientific_journal-7381	197	7	research	research	NOUN
american_scientific_journal-7381	197	8	questions	question	NOUN
american_scientific_journal-7381	197	9	:	:	PUNCT
american_scientific_journal-7381	197	10	rq-01	rq-01	CCONJ
american_scientific_journal-7381	197	11	what	what	PRON
american_scientific_journal-7381	197	12	are	be	AUX
american_scientific_journal-7381	197	13	the	the	DET
american_scientific_journal-7381	197	14	main	main	ADJ
american_scientific_journal-7381	197	15	machine	machine	NOUN
american_scientific_journal-7381	197	16	learning	learn	VERB
american_scientific_journal-7381	197	17	algorithms	algorithm	NOUN
american_scientific_journal-7381	197	18	and/or	and/or	CCONJ
american_scientific_journal-7381	197	19	frameworks	framework	NOUN
american_scientific_journal-7381	197	20	used	use	VERB
american_scientific_journal-7381	197	21	in	in	ADP
american_scientific_journal-7381	197	22	software	software	NOUN
american_scientific_journal-7381	197	23	engineering	engineering	NOUN
american_scientific_journal-7381	197	24	?	?	PUNCT
american_scientific_journal-7381	198	1	answer	answer	NOUN
american_scientific_journal-7381	198	2	:	:	PUNCT
american_scientific_journal-7381	198	3	the	the	DET
american_scientific_journal-7381	198	4	main	main	ADJ
american_scientific_journal-7381	198	5	machine	machine	NOUN
american_scientific_journal-7381	198	6	learning	learn	VERB
american_scientific_journal-7381	198	7	algorithms	algorithm	NOUN
american_scientific_journal-7381	198	8	/	/	SYM
american_scientific_journal-7381	198	9	framework	framework	NOUN
american_scientific_journal-7381	198	10	applied	apply	VERB
american_scientific_journal-7381	198	11	in	in	ADP
american_scientific_journal-7381	198	12	software	software	NOUN
american_scientific_journal-7381	198	13	engineering	engineering	NOUN
american_scientific_journal-7381	198	14	are	be	AUX
american_scientific_journal-7381	198	15	:	:	PUNCT
american_scientific_journal-7381	198	16	support	support	NOUN
american_scientific_journal-7381	198	17	vector	vector	NOUN
american_scientific_journal-7381	198	18	machine	machine	NOUN
american_scientific_journal-7381	198	19	,	,	PUNCT
american_scientific_journal-7381	198	20	random	random	ADJ
american_scientific_journal-7381	198	21	forests	forest	NOUN
american_scientific_journal-7381	198	22	,	,	PUNCT
american_scientific_journal-7381	198	23	decision	decision	NOUN
american_scientific_journal-7381	198	24	tree	tree	NOUN
american_scientific_journal-7381	198	25	,	,	PUNCT
american_scientific_journal-7381	198	26	naive	naive	ADJ
american_scientific_journal-7381	198	27	bayes	bayes	NOUN
american_scientific_journal-7381	198	28	,	,	PUNCT
american_scientific_journal-7381	198	29	weka	weka	PROPN
american_scientific_journal-7381	198	30	framework	framework	NOUN
american_scientific_journal-7381	198	31	,	,	PUNCT
american_scientific_journal-7381	198	32	k	k	NOUN
american_scientific_journal-7381	198	33	-	-	PUNCT
american_scientific_journal-7381	198	34	nearest	near	ADJ
american_scientific_journal-7381	198	35	neighbor	neighbor	NOUN
american_scientific_journal-7381	198	36	,	,	PUNCT
american_scientific_journal-7381	198	37	linear	linear	ADJ
american_scientific_journal-7381	198	38	regression	regression	NOUN
american_scientific_journal-7381	198	39	,	,	PUNCT
american_scientific_journal-7381	198	40	artificial	artificial	ADJ
american_scientific_journal-7381	198	41	neural	neural	ADJ
american_scientific_journal-7381	198	42	network	network	NOUN
american_scientific_journal-7381	198	43	,	,	PUNCT
american_scientific_journal-7381	198	44	feedforward	feedforward	NOUN
american_scientific_journal-7381	198	45	,	,	PUNCT
american_scientific_journal-7381	198	46	multilayer	multilayer	ADJ
american_scientific_journal-7381	198	47	perceptron	perceptron	NOUN
american_scientific_journal-7381	198	48	and	and	CCONJ
american_scientific_journal-7381	198	49	radial	radial	ADJ
american_scientific_journal-7381	198	50	basis	basis	NOUN
american_scientific_journal-7381	198	51	function	function	NOUN
american_scientific_journal-7381	198	52	.	.	PUNCT
american_scientific_journal-7381	199	1	american	american	ADJ
american_scientific_journal-7381	199	2	academic	academic	ADJ
american_scientific_journal-7381	199	3	scientific	scientific	ADJ
american_scientific_journal-7381	199	4	research	research	NOUN
american_scientific_journal-7381	199	5	journal	journal	NOUN
american_scientific_journal-7381	199	6	for	for	ADP
american_scientific_journal-7381	199	7	engineering	engineering	NOUN
american_scientific_journal-7381	199	8	,	,	PUNCT
american_scientific_journal-7381	199	9	technology	technology	NOUN
american_scientific_journal-7381	199	10	,	,	PUNCT
american_scientific_journal-7381	199	11	and	and	CCONJ
american_scientific_journal-7381	199	12	sciences	science	NOUN
american_scientific_journal-7381	199	13	(	(	PUNCT
american_scientific_journal-7381	199	14	asrjets	asrjet	NOUN
american_scientific_journal-7381	199	15	)	)	PUNCT
american_scientific_journal-7381	199	16	(	(	PUNCT
american_scientific_journal-7381	199	17	2022)volume	2022)volume	NUM
american_scientific_journal-7381	199	18	85	85	NUM
american_scientific_journal-7381	199	19	,	,	PUNCT
american_scientific_journal-7381	199	20	no1	no1	NOUN
american_scientific_journal-7381	199	21	,	,	PUNCT
american_scientific_journal-7381	199	22	pp	pp	ADP
american_scientific_journal-7381	199	23	370396	370396	NUM
american_scientific_journal-7381	199	24	387	387	NUM
american_scientific_journal-7381	199	25	rq-02	rq-02	NOUN
american_scientific_journal-7381	199	26	what	what	PRON
american_scientific_journal-7381	199	27	are	be	AUX
american_scientific_journal-7381	199	28	the	the	DET
american_scientific_journal-7381	199	29	software	software	NOUN
american_scientific_journal-7381	199	30	engineering	engineering	NOUN
american_scientific_journal-7381	199	31	activities	activity	NOUN
american_scientific_journal-7381	199	32	in	in	ADP
american_scientific_journal-7381	199	33	which	which	PRON
american_scientific_journal-7381	199	34	machine	machine	NOUN
american_scientific_journal-7381	199	35	learning	learn	VERB
american_scientific_journal-7381	199	36	algorithms	algorithm	NOUN
american_scientific_journal-7381	199	37	and/or	and/or	CCONJ
american_scientific_journal-7381	199	38	frameworks	framework	NOUN
american_scientific_journal-7381	199	39	are	be	AUX
american_scientific_journal-7381	199	40	applied	apply	VERB
american_scientific_journal-7381	199	41	?	?	PUNCT
american_scientific_journal-7381	200	1	answer	answer	NOUN
american_scientific_journal-7381	200	2	:	:	PUNCT
american_scientific_journal-7381	200	3	the	the	DET
american_scientific_journal-7381	200	4	main	main	ADJ
american_scientific_journal-7381	200	5	activities	activity	NOUN
american_scientific_journal-7381	200	6	are	be	AUX
american_scientific_journal-7381	200	7	software	software	NOUN
american_scientific_journal-7381	200	8	testing	testing	NOUN
american_scientific_journal-7381	200	9	,	,	PUNCT
american_scientific_journal-7381	200	10	software	software	NOUN
american_scientific_journal-7381	200	11	planning	planning	NOUN
american_scientific_journal-7381	200	12	and	and	CCONJ
american_scientific_journal-7381	200	13	software	software	NOUN
american_scientific_journal-7381	200	14	design	design	NOUN
american_scientific_journal-7381	200	15	.	.	PUNCT
american_scientific_journal-7381	201	1	rq-03	rq-03	NOUN
american_scientific_journal-7381	202	1	what	what	PRON
american_scientific_journal-7381	202	2	are	be	AUX
american_scientific_journal-7381	202	3	the	the	DET
american_scientific_journal-7381	202	4	main	main	ADJ
american_scientific_journal-7381	202	5	application	application	NOUN
american_scientific_journal-7381	202	6	types	type	NOUN
american_scientific_journal-7381	202	7	of	of	ADP
american_scientific_journal-7381	202	8	machine	machine	NOUN
american_scientific_journal-7381	202	9	learning	learn	VERB
american_scientific_journal-7381	202	10	algorithms	algorithm	NOUN
american_scientific_journal-7381	202	11	and/or	and/or	CCONJ
american_scientific_journal-7381	202	12	frameworks	framework	NOUN
american_scientific_journal-7381	202	13	in	in	ADP
american_scientific_journal-7381	202	14	software	software	NOUN
american_scientific_journal-7381	202	15	engineering	engineering	NOUN
american_scientific_journal-7381	202	16	?	?	PUNCT
american_scientific_journal-7381	203	1	answer	answer	NOUN
american_scientific_journal-7381	203	2	:	:	PUNCT
american_scientific_journal-7381	203	3	the	the	DET
american_scientific_journal-7381	203	4	main	main	ADJ
american_scientific_journal-7381	203	5	applications	application	NOUN
american_scientific_journal-7381	203	6	of	of	ADP
american_scientific_journal-7381	203	7	machine	machine	NOUN
american_scientific_journal-7381	203	8	learning	learn	VERB
american_scientific_journal-7381	203	9	algorithms	algorithm	NOUN
american_scientific_journal-7381	203	10	in	in	ADP
american_scientific_journal-7381	203	11	software	software	NOUN
american_scientific_journal-7381	203	12	engineering	engineering	NOUN
american_scientific_journal-7381	203	13	are	be	AUX
american_scientific_journal-7381	203	14	in	in	ADP
american_scientific_journal-7381	203	15	defect	defect	NOUN
american_scientific_journal-7381	203	16	prediction	prediction	NOUN
american_scientific_journal-7381	203	17	,	,	PUNCT
american_scientific_journal-7381	203	18	in	in	ADP
american_scientific_journal-7381	203	19	software	software	NOUN
american_scientific_journal-7381	203	20	activity	activity	NOUN
american_scientific_journal-7381	203	21	effort	effort	NOUN
american_scientific_journal-7381	203	22	estimation	estimation	NOUN
american_scientific_journal-7381	203	23	,	,	PUNCT
american_scientific_journal-7381	203	24	in	in	ADP
american_scientific_journal-7381	203	25	defect	defect	NOUN
american_scientific_journal-7381	203	26	detection	detection	NOUN
american_scientific_journal-7381	203	27	,	,	PUNCT
american_scientific_journal-7381	203	28	in	in	ADP
american_scientific_journal-7381	203	29	the	the	DET
american_scientific_journal-7381	203	30	improvement	improvement	NOUN
american_scientific_journal-7381	203	31	of	of	ADP
american_scientific_journal-7381	203	32	defect	defect	NOUN
american_scientific_journal-7381	203	33	prediction	prediction	NOUN
american_scientific_journal-7381	203	34	processes	process	NOUN
american_scientific_journal-7381	203	35	and	and	CCONJ
american_scientific_journal-7381	203	36	in	in	ADP
american_scientific_journal-7381	203	37	software	software	NOUN
american_scientific_journal-7381	203	38	failure	failure	NOUN
american_scientific_journal-7381	203	39	prediction	prediction	NOUN
american_scientific_journal-7381	203	40	.	.	PUNCT
american_scientific_journal-7381	204	1	qp-04	qp-04	PUNCT
american_scientific_journal-7381	204	2	what	what	PRON
american_scientific_journal-7381	204	3	are	be	AUX
american_scientific_journal-7381	204	4	the	the	DET
american_scientific_journal-7381	204	5	main	main	ADJ
american_scientific_journal-7381	204	6	results	result	NOUN
american_scientific_journal-7381	204	7	achieved	achieve	VERB
american_scientific_journal-7381	204	8	of	of	ADP
american_scientific_journal-7381	204	9	applying	apply	VERB
american_scientific_journal-7381	204	10	machine	machine	NOUN
american_scientific_journal-7381	204	11	learning	learn	VERB
american_scientific_journal-7381	204	12	algorithms	algorithm	NOUN
american_scientific_journal-7381	204	13	and/or	and/or	CCONJ
american_scientific_journal-7381	204	14	frameworks	framework	NOUN
american_scientific_journal-7381	204	15	in	in	ADP
american_scientific_journal-7381	204	16	software	software	NOUN
american_scientific_journal-7381	204	17	engineering	engineering	NOUN
american_scientific_journal-7381	204	18	?	?	PUNCT
american_scientific_journal-7381	205	1	answer	answer	NOUN
american_scientific_journal-7381	205	2	:	:	PUNCT
american_scientific_journal-7381	205	3	the	the	DET
american_scientific_journal-7381	205	4	main	main	ADJ
american_scientific_journal-7381	205	5	results	result	NOUN
american_scientific_journal-7381	205	6	machine	machine	NOUN
american_scientific_journal-7381	205	7	learning	learn	VERB
american_scientific_journal-7381	205	8	algorithms	algorithms	NOUN
american_scientific_journal-7381	205	9	application	application	NOUN
american_scientific_journal-7381	205	10	in	in	ADP
american_scientific_journal-7381	205	11	software	software	NOUN
american_scientific_journal-7381	205	12	engineering	engineering	NOUN
american_scientific_journal-7381	205	13	are	be	AUX
american_scientific_journal-7381	205	14	:	:	PUNCT
american_scientific_journal-7381	205	15	improved	improved	ADJ
american_scientific_journal-7381	205	16	performance	performance	NOUN
american_scientific_journal-7381	205	17	in	in	ADP
american_scientific_journal-7381	205	18	defect	defect	NOUN
american_scientific_journal-7381	205	19	prediction	prediction	NOUN
american_scientific_journal-7381	205	20	,	,	PUNCT
american_scientific_journal-7381	205	21	improved	improved	ADJ
american_scientific_journal-7381	205	22	accuracy	accuracy	NOUN
american_scientific_journal-7381	205	23	in	in	ADP
american_scientific_journal-7381	205	24	defect	defect	NOUN
american_scientific_journal-7381	205	25	prediction	prediction	NOUN
american_scientific_journal-7381	205	26	,	,	PUNCT
american_scientific_journal-7381	205	27	improved	improve	VERB
american_scientific_journal-7381	205	28	defect	defect	NOUN
american_scientific_journal-7381	205	29	prediction	prediction	NOUN
american_scientific_journal-7381	205	30	and	and	CCONJ
american_scientific_journal-7381	205	31	reduced	reduced	ADJ
american_scientific_journal-7381	205	32	activities	activity	NOUN
american_scientific_journal-7381	205	33	cost	cost	NOUN
american_scientific_journal-7381	205	34	and	and	CCONJ
american_scientific_journal-7381	205	35	duration	duration	NOUN
american_scientific_journal-7381	205	36	.	.	PUNCT
american_scientific_journal-7381	206	1	the	the	DET
american_scientific_journal-7381	206	2	results	result	NOUN
american_scientific_journal-7381	206	3	obtained	obtain	VERB
american_scientific_journal-7381	206	4	differ	differ	VERB
american_scientific_journal-7381	206	5	from	from	ADP
american_scientific_journal-7381	206	6	the	the	DET
american_scientific_journal-7381	206	7	results	result	NOUN
american_scientific_journal-7381	206	8	of	of	ADP
american_scientific_journal-7381	206	9	the	the	DET
american_scientific_journal-7381	206	10	work	work	NOUN
american_scientific_journal-7381	206	11	[	[	X
american_scientific_journal-7381	206	12	17	17	NUM
american_scientific_journal-7381	206	13	]	]	PUNCT
american_scientific_journal-7381	206	14	,	,	PUNCT
american_scientific_journal-7381	206	15	which	which	PRON
american_scientific_journal-7381	206	16	identified	identify	VERB
american_scientific_journal-7381	206	17	only	only	ADV
american_scientific_journal-7381	206	18	the	the	DET
american_scientific_journal-7381	206	19	artificial	artificial	ADJ
american_scientific_journal-7381	206	20	neural	neural	ADJ
american_scientific_journal-7381	206	21	network	network	NOUN
american_scientific_journal-7381	206	22	,	,	PUNCT
american_scientific_journal-7381	206	23	bayesian	bayesian	NOUN
american_scientific_journal-7381	206	24	algorithm	algorithm	NOUN
american_scientific_journal-7381	206	25	,	,	PUNCT
american_scientific_journal-7381	206	26	clustering	clustering	ADJ
american_scientific_journal-7381	206	27	algorithm	algorithm	NOUN
american_scientific_journal-7381	206	28	,	,	PUNCT
american_scientific_journal-7381	206	29	decision	decision	NOUN
american_scientific_journal-7381	206	30	tree	tree	NOUN
american_scientific_journal-7381	206	31	algorithm	algorithm	NOUN
american_scientific_journal-7381	206	32	,	,	PUNCT
american_scientific_journal-7381	206	33	ensemble	ensemble	ADJ
american_scientific_journal-7381	206	34	algorithm	algorithm	NOUN
american_scientific_journal-7381	206	35	,	,	PUNCT
american_scientific_journal-7381	206	36	instance	instance	NOUN
american_scientific_journal-7381	206	37	based	base	VERB
american_scientific_journal-7381	206	38	algorithm	algorithm	NOUN
american_scientific_journal-7381	206	39	,	,	PUNCT
american_scientific_journal-7381	206	40	learning	learn	VERB
american_scientific_journal-7381	206	41	finite	finite	ADJ
american_scientific_journal-7381	206	42	automata	automata	NOUN
american_scientific_journal-7381	206	43	and	and	CCONJ
american_scientific_journal-7381	206	44	regression	regression	NOUN
american_scientific_journal-7381	206	45	algorithm	algorithm	NOUN
american_scientific_journal-7381	206	46	algorithms	algorithm	NOUN
american_scientific_journal-7381	206	47	.	.	PUNCT
american_scientific_journal-7381	207	1	however	however	ADV
american_scientific_journal-7381	207	2	,	,	PUNCT
american_scientific_journal-7381	207	3	in	in	ADP
american_scientific_journal-7381	207	4	this	this	DET
american_scientific_journal-7381	207	5	work	work	NOUN
american_scientific_journal-7381	207	6	the	the	DET
american_scientific_journal-7381	207	7	following	follow	VERB
american_scientific_journal-7381	207	8	algorithms	algorithm	NOUN
american_scientific_journal-7381	207	9	were	be	AUX
american_scientific_journal-7381	207	10	identified	identify	VERB
american_scientific_journal-7381	207	11	that	that	PRON
american_scientific_journal-7381	207	12	were	be	AUX
american_scientific_journal-7381	207	13	not	not	PART
american_scientific_journal-7381	207	14	reported	report	VERB
american_scientific_journal-7381	207	15	in	in	ADP
american_scientific_journal-7381	207	16	[	[	X
american_scientific_journal-7381	207	17	17	17	NUM
american_scientific_journal-7381	207	18	]	]	PUNCT
american_scientific_journal-7381	207	19	:	:	PUNCT
american_scientific_journal-7381	207	20	support	support	NOUN
american_scientific_journal-7381	207	21	vector	vector	NOUN
american_scientific_journal-7381	207	22	machines	machine	NOUN
american_scientific_journal-7381	207	23	,	,	PUNCT
american_scientific_journal-7381	207	24	random	random	ADJ
american_scientific_journal-7381	207	25	forests	forest	NOUN
american_scientific_journal-7381	207	26	,	,	PUNCT
american_scientific_journal-7381	207	27	naive	naive	ADJ
american_scientific_journal-7381	207	28	bayes	bayes	NOUN
american_scientific_journal-7381	207	29	,	,	PUNCT
american_scientific_journal-7381	207	30	k	k	NOUN
american_scientific_journal-7381	207	31	-	-	PUNCT
american_scientific_journal-7381	207	32	nearest	near	ADJ
american_scientific_journal-7381	207	33	neighbor	neighbor	NOUN
american_scientific_journal-7381	207	34	,	,	PUNCT
american_scientific_journal-7381	207	35	feedforward	feedforward	ADJ
american_scientific_journal-7381	207	36	neural	neural	ADJ
american_scientific_journal-7381	207	37	network	network	NOUN
american_scientific_journal-7381	207	38	,	,	PUNCT
american_scientific_journal-7381	207	39	back	back	ADJ
american_scientific_journal-7381	207	40	propagation	propagation	NOUN
american_scientific_journal-7381	207	41	,	,	PUNCT
american_scientific_journal-7381	207	42	fourier	fourier	NOUN
american_scientific_journal-7381	207	43	algorithms	algorithm	NOUN
american_scientific_journal-7381	207	44	,	,	PUNCT
american_scientific_journal-7381	207	45	greedy	greedy	ADJ
american_scientific_journal-7381	207	46	forward	forward	ADJ
american_scientific_journal-7381	207	47	selection	selection	NOUN
american_scientific_journal-7381	207	48	and	and	CCONJ
american_scientific_journal-7381	207	49	probabilistic	probabilistic	ADJ
american_scientific_journal-7381	207	50	reasoning	reasoning	NOUN
american_scientific_journal-7381	207	51	.	.	PUNCT
american_scientific_journal-7381	208	1	however	however	ADV
american_scientific_journal-7381	208	2	,	,	PUNCT
american_scientific_journal-7381	208	3	this	this	DET
american_scientific_journal-7381	208	4	difference	difference	NOUN
american_scientific_journal-7381	208	5	in	in	ADP
american_scientific_journal-7381	208	6	the	the	DET
american_scientific_journal-7381	208	7	number	number	NOUN
american_scientific_journal-7381	208	8	of	of	ADP
american_scientific_journal-7381	208	9	identified	identify	VERB
american_scientific_journal-7381	208	10	algorithms	algorithm	NOUN
american_scientific_journal-7381	208	11	could	could	AUX
american_scientific_journal-7381	208	12	be	be	AUX
american_scientific_journal-7381	208	13	related	relate	VERB
american_scientific_journal-7381	208	14	to	to	ADP
american_scientific_journal-7381	208	15	the	the	DET
american_scientific_journal-7381	208	16	type	type	NOUN
american_scientific_journal-7381	208	17	of	of	ADP
american_scientific_journal-7381	208	18	methodology	methodology	NOUN
american_scientific_journal-7381	208	19	applied	apply	VERB
american_scientific_journal-7381	208	20	in	in	ADP
american_scientific_journal-7381	208	21	both	both	DET
american_scientific_journal-7381	208	22	works	work	NOUN
american_scientific_journal-7381	208	23	and	and	CCONJ
american_scientific_journal-7381	208	24	the	the	DET
american_scientific_journal-7381	208	25	number	number	NOUN
american_scientific_journal-7381	208	26	of	of	ADP
american_scientific_journal-7381	208	27	digital	digital	ADJ
american_scientific_journal-7381	208	28	libraries	library	NOUN
american_scientific_journal-7381	208	29	examined	examine	VERB
american_scientific_journal-7381	208	30	.	.	PUNCT
american_scientific_journal-7381	209	1	in	in	ADP
american_scientific_journal-7381	209	2	work	work	NOUN
american_scientific_journal-7381	209	3	[	[	X
american_scientific_journal-7381	209	4	17	17	NUM
american_scientific_journal-7381	209	5	]	]	X
american_scientific_journal-7381	209	6	,	,	PUNCT
american_scientific_journal-7381	209	7	only	only	ADV
american_scientific_journal-7381	209	8	four	four	NUM
american_scientific_journal-7381	209	9	digital	digital	ADJ
american_scientific_journal-7381	209	10	libraries	library	NOUN
american_scientific_journal-7381	209	11	were	be	AUX
american_scientific_journal-7381	209	12	selected	select	VERB
american_scientific_journal-7381	209	13	(	(	PUNCT
american_scientific_journal-7381	209	14	ieee	ieee	NOUN
american_scientific_journal-7381	209	15	digital	digital	PROPN
american_scientific_journal-7381	209	16	library	library	NOUN
american_scientific_journal-7381	209	17	,	,	PUNCT
american_scientific_journal-7381	209	18	acm	acm	PROPN
american_scientific_journal-7381	209	19	digital	digital	PROPN
american_scientific_journal-7381	209	20	library	library	NOUN
american_scientific_journal-7381	209	21	,	,	PUNCT
american_scientific_journal-7381	209	22	springerlink	springerlink	NOUN
american_scientific_journal-7381	209	23	,	,	PUNCT
american_scientific_journal-7381	209	24	and	and	CCONJ
american_scientific_journal-7381	209	25	sciencedirect	sciencedirect	NOUN
american_scientific_journal-7381	209	26	)	)	PUNCT
american_scientific_journal-7381	209	27	.	.	PUNCT
american_scientific_journal-7381	210	1	whereas	whereas	SCONJ
american_scientific_journal-7381	210	2	in	in	ADP
american_scientific_journal-7381	210	3	this	this	DET
american_scientific_journal-7381	210	4	work	work	NOUN
american_scientific_journal-7381	210	5	,	,	PUNCT
american_scientific_journal-7381	210	6	we	we	PRON
american_scientific_journal-7381	210	7	selected	select	VERB
american_scientific_journal-7381	210	8	five	five	NUM
american_scientific_journal-7381	210	9	digital	digital	ADJ
american_scientific_journal-7381	210	10	libraries	library	NOUN
american_scientific_journal-7381	210	11	(	(	PUNCT
american_scientific_journal-7381	210	12	acm	acm	PROPN
american_scientific_journal-7381	210	13	,	,	PUNCT
american_scientific_journal-7381	210	14	ieee	ieee	PROPN
american_scientific_journal-7381	210	15	,	,	PUNCT
american_scientific_journal-7381	210	16	sciencedirect	sciencedirect	PROPN
american_scientific_journal-7381	210	17	,	,	PUNCT
american_scientific_journal-7381	210	18	springerlink	springerlink	NOUN
american_scientific_journal-7381	210	19	,	,	PUNCT
american_scientific_journal-7381	210	20	and	and	CCONJ
american_scientific_journal-7381	210	21	google	google	PROPN
american_scientific_journal-7381	210	22	scholar	scholar	NOUN
american_scientific_journal-7381	210	23	)	)	PUNCT
american_scientific_journal-7381	210	24	.	.	PUNCT
american_scientific_journal-7381	211	1	the	the	DET
american_scientific_journal-7381	211	2	results	result	NOUN
american_scientific_journal-7381	211	3	achieved	achieve	VERB
american_scientific_journal-7381	211	4	confirmed	confirm	VERB
american_scientific_journal-7381	211	5	those	those	PRON
american_scientific_journal-7381	211	6	obtained	obtain	VERB
american_scientific_journal-7381	211	7	in	in	ADP
american_scientific_journal-7381	211	8	the	the	DET
american_scientific_journal-7381	211	9	work	work	NOUN
american_scientific_journal-7381	211	10	[	[	X
american_scientific_journal-7381	211	11	8	8	NUM
american_scientific_journal-7381	211	12	]	]	PUNCT
american_scientific_journal-7381	211	13	,	,	PUNCT
american_scientific_journal-7381	211	14	which	which	PRON
american_scientific_journal-7381	211	15	is	be	AUX
american_scientific_journal-7381	211	16	related	relate	VERB
american_scientific_journal-7381	211	17	to	to	PART
american_scientific_journal-7381	211	18	code	code	VERB
american_scientific_journal-7381	211	19	errors	error	NOUN
american_scientific_journal-7381	211	20	reduction	reduction	NOUN
american_scientific_journal-7381	211	21	through	through	ADP
american_scientific_journal-7381	211	22	software	software	NOUN
american_scientific_journal-7381	211	23	failure	failure	NOUN
american_scientific_journal-7381	211	24	prediction	prediction	NOUN
american_scientific_journal-7381	211	25	,	,	PUNCT
american_scientific_journal-7381	211	26	using	use	VERB
american_scientific_journal-7381	211	27	machine	machine	NOUN
american_scientific_journal-7381	211	28	learning	learning	NOUN
american_scientific_journal-7381	211	29	algorithms	algorithm	NOUN
american_scientific_journal-7381	211	30	.	.	PUNCT
american_scientific_journal-7381	212	1	it	it	PRON
american_scientific_journal-7381	212	2	was	be	AUX
american_scientific_journal-7381	212	3	also	also	ADV
american_scientific_journal-7381	212	4	confirmed	confirm	VERB
american_scientific_journal-7381	212	5	the	the	DET
american_scientific_journal-7381	212	6	results	result	NOUN
american_scientific_journal-7381	212	7	obtained	obtain	VERB
american_scientific_journal-7381	212	8	in	in	ADP
american_scientific_journal-7381	212	9	the	the	DET
american_scientific_journal-7381	212	10	research	research	NOUN
american_scientific_journal-7381	212	11	[	[	X
american_scientific_journal-7381	212	12	9	9	NUM
american_scientific_journal-7381	212	13	]	]	PUNCT
american_scientific_journal-7381	212	14	,	,	PUNCT
american_scientific_journal-7381	212	15	which	which	PRON
american_scientific_journal-7381	212	16	is	be	AUX
american_scientific_journal-7381	212	17	related	relate	VERB
american_scientific_journal-7381	212	18	to	to	PART
american_scientific_journal-7381	212	19	improve	improve	VERB
american_scientific_journal-7381	212	20	the	the	DET
american_scientific_journal-7381	212	21	accuracy	accuracy	NOUN
american_scientific_journal-7381	212	22	of	of	ADP
american_scientific_journal-7381	212	23	effort	effort	NOUN
american_scientific_journal-7381	212	24	estimates	estimate	NOUN
american_scientific_journal-7381	212	25	through	through	ADP
american_scientific_journal-7381	212	26	machine	machine	NOUN
american_scientific_journal-7381	212	27	learning	learning	NOUN
american_scientific_journal-7381	212	28	.	.	PUNCT
american_scientific_journal-7381	213	1	no	no	DET
american_scientific_journal-7381	213	2	negative	negative	ADJ
american_scientific_journal-7381	213	3	results	result	NOUN
american_scientific_journal-7381	213	4	were	be	AUX
american_scientific_journal-7381	213	5	reported	report	VERB
american_scientific_journal-7381	213	6	in	in	ADP
american_scientific_journal-7381	213	7	the	the	DET
american_scientific_journal-7381	213	8	analyzed	analyze	VERB
american_scientific_journal-7381	213	9	papers	paper	NOUN
american_scientific_journal-7381	213	10	.	.	PUNCT
american_scientific_journal-7381	214	1	however	however	ADV
american_scientific_journal-7381	214	2	,	,	PUNCT
american_scientific_journal-7381	214	3	it	it	PRON
american_scientific_journal-7381	214	4	is	be	AUX
american_scientific_journal-7381	214	5	recommended	recommend	VERB
american_scientific_journal-7381	214	6	as	as	ADP
american_scientific_journal-7381	214	7	future	future	ADJ
american_scientific_journal-7381	214	8	research	research	NOUN
american_scientific_journal-7381	214	9	to	to	PART
american_scientific_journal-7381	214	10	verify	verify	VERB
american_scientific_journal-7381	214	11	the	the	DET
american_scientific_journal-7381	214	12	existence	existence	NOUN
american_scientific_journal-7381	214	13	of	of	ADP
american_scientific_journal-7381	214	14	bias	bias	NOUN
american_scientific_journal-7381	214	15	in	in	ADP
american_scientific_journal-7381	214	16	the	the	DET
american_scientific_journal-7381	214	17	primary	primary	ADJ
american_scientific_journal-7381	214	18	studies	study	NOUN
american_scientific_journal-7381	214	19	analyzed	analyze	VERB
american_scientific_journal-7381	214	20	.	.	PUNCT
american_scientific_journal-7381	215	1	it	it	PRON
american_scientific_journal-7381	215	2	is	be	AUX
american_scientific_journal-7381	215	3	recommended	recommend	VERB
american_scientific_journal-7381	215	4	to	to	PART
american_scientific_journal-7381	215	5	direct	direct	VERB
american_scientific_journal-7381	215	6	new	new	ADJ
american_scientific_journal-7381	215	7	primary	primary	ADJ
american_scientific_journal-7381	215	8	studies	study	NOUN
american_scientific_journal-7381	215	9	in	in	ADP
american_scientific_journal-7381	215	10	american	american	ADJ
american_scientific_journal-7381	215	11	academic	academic	ADJ
american_scientific_journal-7381	215	12	scientific	scientific	ADJ
american_scientific_journal-7381	215	13	research	research	NOUN
american_scientific_journal-7381	215	14	journal	journal	NOUN
american_scientific_journal-7381	215	15	for	for	ADP
american_scientific_journal-7381	215	16	engineering	engineering	NOUN
american_scientific_journal-7381	215	17	,	,	PUNCT
american_scientific_journal-7381	215	18	technology	technology	NOUN
american_scientific_journal-7381	215	19	,	,	PUNCT
american_scientific_journal-7381	215	20	and	and	CCONJ
american_scientific_journal-7381	215	21	sciences	science	NOUN
american_scientific_journal-7381	215	22	(	(	PUNCT
american_scientific_journal-7381	215	23	asrjets	asrjet	NOUN
american_scientific_journal-7381	215	24	)	)	PUNCT
american_scientific_journal-7381	215	25	(	(	PUNCT
american_scientific_journal-7381	215	26	2022)volume	2022)volume	NUM
american_scientific_journal-7381	215	27	85	85	NUM
american_scientific_journal-7381	215	28	,	,	PUNCT
american_scientific_journal-7381	215	29	no1	no1	NOUN
american_scientific_journal-7381	215	30	,	,	PUNCT
american_scientific_journal-7381	215	31	pp	pp	ADP
american_scientific_journal-7381	215	32	370396	370396	NUM
american_scientific_journal-7381	215	33	388	388	NUM
american_scientific_journal-7381	215	34	the	the	DET
american_scientific_journal-7381	215	35	research	research	NOUN
american_scientific_journal-7381	215	36	gaps	gap	NOUN
american_scientific_journal-7381	215	37	identified	identify	VERB
american_scientific_journal-7381	215	38	in	in	ADP
american_scientific_journal-7381	215	39	this	this	DET
american_scientific_journal-7381	215	40	work	work	NOUN
american_scientific_journal-7381	215	41	,	,	PUNCT
american_scientific_journal-7381	215	42	i.e.	i.e.	X
american_scientific_journal-7381	215	43	requirements	requirement	VERB
american_scientific_journal-7381	215	44	analysis	analysis	NOUN
american_scientific_journal-7381	215	45	,	,	PUNCT
american_scientific_journal-7381	215	46	coding	code	VERB
american_scientific_journal-7381	215	47	and	and	CCONJ
american_scientific_journal-7381	215	48	software	software	NOUN
american_scientific_journal-7381	215	49	design	design	NOUN
american_scientific_journal-7381	215	50	activities	activity	NOUN
american_scientific_journal-7381	215	51	which	which	PRON
american_scientific_journal-7381	215	52	,	,	PUNCT
american_scientific_journal-7381	215	53	according	accord	VERB
american_scientific_journal-7381	215	54	to	to	ADP
american_scientific_journal-7381	215	55	figures	figure	NOUN
american_scientific_journal-7381	215	56	4	4	NUM
american_scientific_journal-7381	215	57	,	,	PUNCT
american_scientific_journal-7381	215	58	5	5	NUM
american_scientific_journal-7381	215	59	,	,	PUNCT
american_scientific_journal-7381	215	60	6	6	NUM
american_scientific_journal-7381	215	61	and	and	CCONJ
american_scientific_journal-7381	215	62	7	7	NUM
american_scientific_journal-7381	215	63	,	,	PUNCT
american_scientific_journal-7381	215	64	no	no	DET
american_scientific_journal-7381	215	65	significant	significant	ADJ
american_scientific_journal-7381	215	66	publications	publication	NOUN
american_scientific_journal-7381	215	67	amount	amount	NOUN
american_scientific_journal-7381	215	68	was	be	AUX
american_scientific_journal-7381	215	69	found	find	VERB
american_scientific_journal-7381	215	70	.	.	PUNCT
american_scientific_journal-7381	216	1	currently	currently	ADV
american_scientific_journal-7381	216	2	,	,	PUNCT
american_scientific_journal-7381	216	3	publications	publication	NOUN
american_scientific_journal-7381	216	4	academic	academic	ADJ
american_scientific_journal-7381	216	5	focus	focus	NOUN
american_scientific_journal-7381	216	6	,	,	PUNCT
american_scientific_journal-7381	216	7	involving	involve	VERB
american_scientific_journal-7381	216	8	machine	machine	NOUN
american_scientific_journal-7381	216	9	learning	learn	VERB
american_scientific_journal-7381	216	10	algorithms	algorithms	NOUN
american_scientific_journal-7381	216	11	application	application	NOUN
american_scientific_journal-7381	216	12	in	in	ADP
american_scientific_journal-7381	216	13	software	software	NOUN
american_scientific_journal-7381	216	14	engineering	engineering	NOUN
american_scientific_journal-7381	216	15	,	,	PUNCT
american_scientific_journal-7381	216	16	is	be	AUX
american_scientific_journal-7381	216	17	related	relate	VERB
american_scientific_journal-7381	216	18	to	to	PART
american_scientific_journal-7381	216	19	defect	defect	VERB
american_scientific_journal-7381	216	20	prediction	prediction	NOUN
american_scientific_journal-7381	216	21	and	and	CCONJ
american_scientific_journal-7381	216	22	effort	effort	NOUN
american_scientific_journal-7381	216	23	estimation	estimation	NOUN
american_scientific_journal-7381	216	24	activities	activity	NOUN
american_scientific_journal-7381	216	25	.	.	PUNCT
american_scientific_journal-7381	217	1	however	however	ADV
american_scientific_journal-7381	217	2	,	,	PUNCT
american_scientific_journal-7381	217	3	other	other	ADJ
american_scientific_journal-7381	217	4	important	important	ADJ
american_scientific_journal-7381	217	5	areas	area	NOUN
american_scientific_journal-7381	217	6	in	in	ADP
american_scientific_journal-7381	217	7	software	software	NOUN
american_scientific_journal-7381	217	8	engineering	engineering	NOUN
american_scientific_journal-7381	217	9	,	,	PUNCT
american_scientific_journal-7381	217	10	e.g.	e.g.	ADV
american_scientific_journal-7381	217	11	requirements	requirement	VERB
american_scientific_journal-7381	217	12	analysis	analysis	NOUN
american_scientific_journal-7381	217	13	and	and	CCONJ
american_scientific_journal-7381	217	14	software	software	NOUN
american_scientific_journal-7381	217	15	design	design	NOUN
american_scientific_journal-7381	217	16	,	,	PUNCT
american_scientific_journal-7381	217	17	remain	remain	VERB
american_scientific_journal-7381	217	18	without	without	ADP
american_scientific_journal-7381	217	19	the	the	DET
american_scientific_journal-7381	217	20	benefits	benefit	NOUN
american_scientific_journal-7381	217	21	of	of	ADP
american_scientific_journal-7381	217	22	applying	apply	VERB
american_scientific_journal-7381	217	23	these	these	DET
american_scientific_journal-7381	217	24	algorithms	algorithm	NOUN
american_scientific_journal-7381	217	25	.	.	PUNCT
american_scientific_journal-7381	218	1	5.6	5.6	NUM
american_scientific_journal-7381	218	2	.	.	PUNCT
american_scientific_journal-7381	218	3	threat	threat	NOUN
american_scientific_journal-7381	218	4	to	to	PART
american_scientific_journal-7381	218	5	validity	validity	VERB
american_scientific_journal-7381	218	6	different	different	ADJ
american_scientific_journal-7381	218	7	factors	factor	NOUN
american_scientific_journal-7381	218	8	can	can	AUX
american_scientific_journal-7381	218	9	influence	influence	VERB
american_scientific_journal-7381	218	10	the	the	DET
american_scientific_journal-7381	218	11	results	result	NOUN
american_scientific_journal-7381	218	12	of	of	ADP
american_scientific_journal-7381	218	13	this	this	DET
american_scientific_journal-7381	218	14	systematic	systematic	ADJ
american_scientific_journal-7381	218	15	review	review	NOUN
american_scientific_journal-7381	218	16	,	,	PUNCT
american_scientific_journal-7381	218	17	for	for	ADP
american_scientific_journal-7381	218	18	example	example	NOUN
american_scientific_journal-7381	218	19	,	,	PUNCT
american_scientific_journal-7381	218	20	the	the	DET
american_scientific_journal-7381	218	21	research	research	NOUN
american_scientific_journal-7381	218	22	repositories	repository	NOUN
american_scientific_journal-7381	218	23	selected	select	VERB
american_scientific_journal-7381	218	24	in	in	ADP
american_scientific_journal-7381	218	25	the	the	DET
american_scientific_journal-7381	218	26	study	study	NOUN
american_scientific_journal-7381	218	27	,	,	PUNCT
american_scientific_journal-7381	218	28	the	the	DET
american_scientific_journal-7381	218	29	search	search	NOUN
american_scientific_journal-7381	218	30	string	string	NOUN
american_scientific_journal-7381	218	31	created	create	VERB
american_scientific_journal-7381	218	32	for	for	ADP
american_scientific_journal-7381	218	33	the	the	DET
american_scientific_journal-7381	218	34	study	study	NOUN
american_scientific_journal-7381	218	35	,	,	PUNCT
american_scientific_journal-7381	218	36	and	and	CCONJ
american_scientific_journal-7381	218	37	the	the	DET
american_scientific_journal-7381	218	38	study	study	NOUN
american_scientific_journal-7381	218	39	review	review	NOUN
american_scientific_journal-7381	218	40	process	process	NOUN
american_scientific_journal-7381	218	41	.	.	PUNCT
american_scientific_journal-7381	219	1	to	to	PART
american_scientific_journal-7381	219	2	mitigate	mitigate	VERB
american_scientific_journal-7381	219	3	these	these	DET
american_scientific_journal-7381	219	4	influences	influence	NOUN
american_scientific_journal-7381	219	5	,	,	PUNCT
american_scientific_journal-7381	219	6	the	the	DET
american_scientific_journal-7381	219	7	recommendations	recommendation	NOUN
american_scientific_journal-7381	219	8	specified	specify	VERB
american_scientific_journal-7381	219	9	in	in	ADP
american_scientific_journal-7381	219	10	section	section	NOUN
american_scientific_journal-7381	219	11	3	3	NUM
american_scientific_journal-7381	219	12	,	,	PUNCT
american_scientific_journal-7381	219	13	methodology	methodology	NOUN
american_scientific_journal-7381	219	14	,	,	PUNCT
american_scientific_journal-7381	219	15	were	be	AUX
american_scientific_journal-7381	219	16	followed	follow	VERB
american_scientific_journal-7381	219	17	.	.	PUNCT
american_scientific_journal-7381	220	1	in	in	ADP
american_scientific_journal-7381	220	2	addition	addition	NOUN
american_scientific_journal-7381	220	3	,	,	PUNCT
american_scientific_journal-7381	220	4	the	the	DET
american_scientific_journal-7381	220	5	search	search	NOUN
american_scientific_journal-7381	220	6	string	string	NOUN
american_scientific_journal-7381	220	7	creation	creation	NOUN
american_scientific_journal-7381	220	8	process	process	NOUN
american_scientific_journal-7381	220	9	was	be	AUX
american_scientific_journal-7381	220	10	elaborated	elaborate	VERB
american_scientific_journal-7381	220	11	according	accord	VERB
american_scientific_journal-7381	220	12	to	to	ADP
american_scientific_journal-7381	220	13	the	the	DET
american_scientific_journal-7381	220	14	recommendations	recommendation	NOUN
american_scientific_journal-7381	220	15	of	of	ADP
american_scientific_journal-7381	220	16	[	[	X
american_scientific_journal-7381	220	17	23	23	NUM
american_scientific_journal-7381	220	18	]	]	PUNCT
american_scientific_journal-7381	220	19	.	.	PUNCT
american_scientific_journal-7381	221	1	another	another	DET
american_scientific_journal-7381	221	2	threat	threat	NOUN
american_scientific_journal-7381	221	3	to	to	ADP
american_scientific_journal-7381	221	4	validity	validity	NOUN
american_scientific_journal-7381	221	5	was	be	AUX
american_scientific_journal-7381	221	6	having	having	AUX
american_scientific_journal-7381	221	7	used	use	VERB
american_scientific_journal-7381	221	8	as	as	ADP
american_scientific_journal-7381	221	9	the	the	DET
american_scientific_journal-7381	221	10	search	search	NOUN
american_scientific_journal-7381	221	11	string	string	NOUN
american_scientific_journal-7381	221	12	term	term	NOUN
american_scientific_journal-7381	221	13	only	only	ADV
american_scientific_journal-7381	221	14	“	"	PUNCT
american_scientific_journal-7381	221	15	software	software	NOUN
american_scientific_journal-7381	221	16	engineering	engineering	NOUN
american_scientific_journal-7381	221	17	”	"	PUNCT
american_scientific_journal-7381	221	18	,	,	PUNCT
american_scientific_journal-7381	221	19	not	not	PART
american_scientific_journal-7381	221	20	including	include	VERB
american_scientific_journal-7381	221	21	terms	term	NOUN
american_scientific_journal-7381	221	22	specific	specific	ADJ
american_scientific_journal-7381	221	23	to	to	ADP
american_scientific_journal-7381	221	24	the	the	DET
american_scientific_journal-7381	221	25	phases	phase	NOUN
american_scientific_journal-7381	221	26	of	of	ADP
american_scientific_journal-7381	221	27	the	the	DET
american_scientific_journal-7381	221	28	software	software	NOUN
american_scientific_journal-7381	221	29	process	process	NOUN
american_scientific_journal-7381	221	30	,	,	PUNCT
american_scientific_journal-7381	221	31	such	such	ADJ
american_scientific_journal-7381	221	32	as	as	ADP
american_scientific_journal-7381	221	33	,	,	PUNCT
american_scientific_journal-7381	221	34	“	"	PUNCT
american_scientific_journal-7381	221	35	requirements	requirement	NOUN
american_scientific_journal-7381	221	36	engineering	engineering	NOUN
american_scientific_journal-7381	221	37	”	"	PUNCT
american_scientific_journal-7381	221	38	,	,	PUNCT
american_scientific_journal-7381	221	39	“	"	PUNCT
american_scientific_journal-7381	221	40	design	design	NOUN
american_scientific_journal-7381	221	41	”	"	PUNCT
american_scientific_journal-7381	221	42	,	,	PUNCT
american_scientific_journal-7381	221	43	“	"	PUNCT
american_scientific_journal-7381	221	44	testing	testing	NOUN
american_scientific_journal-7381	221	45	”	"	PUNCT
american_scientific_journal-7381	221	46	,	,	PUNCT
american_scientific_journal-7381	221	47	among	among	ADP
american_scientific_journal-7381	221	48	other	other	ADJ
american_scientific_journal-7381	221	49	similar	similar	ADJ
american_scientific_journal-7381	221	50	terms	term	NOUN
american_scientific_journal-7381	221	51	.	.	PUNCT
american_scientific_journal-7381	222	1	this	this	PRON
american_scientific_journal-7381	222	2	may	may	AUX
american_scientific_journal-7381	222	3	have	have	AUX
american_scientific_journal-7381	222	4	excluded	exclude	VERB
american_scientific_journal-7381	222	5	articles	article	NOUN
american_scientific_journal-7381	222	6	that	that	PRON
american_scientific_journal-7381	222	7	deal	deal	VERB
american_scientific_journal-7381	222	8	more	more	ADV
american_scientific_journal-7381	222	9	specifically	specifically	ADV
american_scientific_journal-7381	222	10	with	with	ADP
american_scientific_journal-7381	222	11	machine	machine	NOUN
american_scientific_journal-7381	222	12	learning	learn	VERB
american_scientific_journal-7381	222	13	application	application	NOUN
american_scientific_journal-7381	222	14	in	in	ADP
american_scientific_journal-7381	222	15	software	software	NOUN
american_scientific_journal-7381	222	16	development	development	NOUN
american_scientific_journal-7381	222	17	phases	phase	NOUN
american_scientific_journal-7381	222	18	from	from	ADP
american_scientific_journal-7381	222	19	the	the	DET
american_scientific_journal-7381	222	20	results	result	NOUN
american_scientific_journal-7381	222	21	.	.	PUNCT
american_scientific_journal-7381	223	1	6	6	X
american_scientific_journal-7381	223	2	.	.	X
american_scientific_journal-7381	223	3	final	final	ADJ
american_scientific_journal-7381	223	4	considerations	consideration	NOUN
american_scientific_journal-7381	223	5	the	the	DET
american_scientific_journal-7381	223	6	main	main	ADJ
american_scientific_journal-7381	223	7	objective	objective	NOUN
american_scientific_journal-7381	223	8	of	of	ADP
american_scientific_journal-7381	223	9	this	this	DET
american_scientific_journal-7381	223	10	work	work	NOUN
american_scientific_journal-7381	223	11	was	be	AUX
american_scientific_journal-7381	223	12	to	to	PART
american_scientific_journal-7381	223	13	carry	carry	VERB
american_scientific_journal-7381	223	14	out	out	ADP
american_scientific_journal-7381	223	15	a	a	DET
american_scientific_journal-7381	223	16	systematic	systematic	ADJ
american_scientific_journal-7381	223	17	literature	literature	NOUN
american_scientific_journal-7381	223	18	review	review	NOUN
american_scientific_journal-7381	223	19	to	to	PART
american_scientific_journal-7381	223	20	characterize	characterize	VERB
american_scientific_journal-7381	223	21	the	the	DET
american_scientific_journal-7381	223	22	machine	machine	NOUN
american_scientific_journal-7381	223	23	learning	learn	VERB
american_scientific_journal-7381	223	24	approach	approach	NOUN
american_scientific_journal-7381	223	25	in	in	ADP
american_scientific_journal-7381	223	26	software	software	NOUN
american_scientific_journal-7381	223	27	engineering	engineering	NOUN
american_scientific_journal-7381	223	28	.	.	PUNCT
american_scientific_journal-7381	224	1	for	for	ADP
american_scientific_journal-7381	224	2	this	this	PRON
american_scientific_journal-7381	224	3	,	,	PUNCT
american_scientific_journal-7381	224	4	systematic	systematic	ADJ
american_scientific_journal-7381	224	5	review	review	NOUN
american_scientific_journal-7381	224	6	methods	method	NOUN
american_scientific_journal-7381	224	7	recommended	recommend	VERB
american_scientific_journal-7381	224	8	by	by	ADP
american_scientific_journal-7381	224	9	the	the	DET
american_scientific_journal-7381	224	10	software	software	NOUN
american_scientific_journal-7381	224	11	engineering	engineering	NOUN
american_scientific_journal-7381	224	12	literature	literature	NOUN
american_scientific_journal-7381	224	13	were	be	AUX
american_scientific_journal-7381	224	14	used	use	VERB
american_scientific_journal-7381	224	15	.	.	PUNCT
american_scientific_journal-7381	225	1	53	53	NUM
american_scientific_journal-7381	225	2	articles	article	NOUN
american_scientific_journal-7381	225	3	were	be	AUX
american_scientific_journal-7381	225	4	analyzed	analyze	VERB
american_scientific_journal-7381	225	5	that	that	SCONJ
american_scientific_journal-7381	225	6	provided	provide	VERB
american_scientific_journal-7381	225	7	answers	answer	NOUN
american_scientific_journal-7381	225	8	to	to	ADP
american_scientific_journal-7381	225	9	the	the	DET
american_scientific_journal-7381	225	10	research	research	NOUN
american_scientific_journal-7381	225	11	questions	question	NOUN
american_scientific_journal-7381	225	12	defined	define	VERB
american_scientific_journal-7381	225	13	in	in	ADP
american_scientific_journal-7381	225	14	section	section	NOUN
american_scientific_journal-7381	225	15	3	3	NUM
american_scientific_journal-7381	225	16	.	.	PUNCT
american_scientific_journal-7381	226	1	the	the	DET
american_scientific_journal-7381	226	2	algorithms	algorithm	NOUN
american_scientific_journal-7381	226	3	support	support	VERB
american_scientific_journal-7381	226	4	vector	vector	NOUN
american_scientific_journal-7381	226	5	machine	machine	NOUN
american_scientific_journal-7381	226	6	,	,	PUNCT
american_scientific_journal-7381	226	7	random	random	ADJ
american_scientific_journal-7381	226	8	forests	forest	NOUN
american_scientific_journal-7381	226	9	,	,	PUNCT
american_scientific_journal-7381	226	10	decision	decision	NOUN
american_scientific_journal-7381	226	11	tree	tree	NOUN
american_scientific_journal-7381	226	12	and	and	CCONJ
american_scientific_journal-7381	226	13	naive	naive	ADJ
american_scientific_journal-7381	226	14	bayes	bayes	NOUN
american_scientific_journal-7381	226	15	were	be	AUX
american_scientific_journal-7381	226	16	the	the	DET
american_scientific_journal-7381	226	17	most	most	ADV
american_scientific_journal-7381	226	18	applied	applied	ADJ
american_scientific_journal-7381	226	19	algorithms	algorithm	NOUN
american_scientific_journal-7381	226	20	in	in	ADP
american_scientific_journal-7381	226	21	software	software	NOUN
american_scientific_journal-7381	226	22	engineering	engineering	NOUN
american_scientific_journal-7381	226	23	.	.	PUNCT
american_scientific_journal-7381	227	1	software	software	NOUN
american_scientific_journal-7381	227	2	testing	testing	NOUN
american_scientific_journal-7381	227	3	and	and	CCONJ
american_scientific_journal-7381	227	4	software	software	NOUN
american_scientific_journal-7381	227	5	planning	planning	NOUN
american_scientific_journal-7381	227	6	activities	activity	NOUN
american_scientific_journal-7381	227	7	were	be	AUX
american_scientific_journal-7381	227	8	the	the	DET
american_scientific_journal-7381	227	9	main	main	ADJ
american_scientific_journal-7381	227	10	activities	activity	NOUN
american_scientific_journal-7381	227	11	benefited	benefit	VERB
american_scientific_journal-7381	227	12	by	by	ADP
american_scientific_journal-7381	227	13	machine	machine	NOUN
american_scientific_journal-7381	227	14	learning	learning	NOUN
american_scientific_journal-7381	227	15	algorithms	algorithm	NOUN
american_scientific_journal-7381	227	16	.	.	PUNCT
american_scientific_journal-7381	228	1	defect	defect	VERB
american_scientific_journal-7381	228	2	prediction	prediction	NOUN
american_scientific_journal-7381	228	3	and	and	CCONJ
american_scientific_journal-7381	228	4	software	software	NOUN
american_scientific_journal-7381	228	5	activity	activity	NOUN
american_scientific_journal-7381	228	6	effort	effort	NOUN
american_scientific_journal-7381	228	7	estimation	estimation	NOUN
american_scientific_journal-7381	228	8	were	be	AUX
american_scientific_journal-7381	228	9	the	the	DET
american_scientific_journal-7381	228	10	main	main	ADJ
american_scientific_journal-7381	228	11	applications	application	NOUN
american_scientific_journal-7381	228	12	of	of	ADP
american_scientific_journal-7381	228	13	machine	machine	NOUN
american_scientific_journal-7381	228	14	learning	learn	VERB
american_scientific_journal-7381	228	15	algorithms	algorithm	NOUN
american_scientific_journal-7381	228	16	in	in	ADP
american_scientific_journal-7381	228	17	software	software	NOUN
american_scientific_journal-7381	228	18	engineering	engineering	NOUN
american_scientific_journal-7381	228	19	and	and	CCONJ
american_scientific_journal-7381	228	20	the	the	DET
american_scientific_journal-7381	228	21	main	main	ADJ
american_scientific_journal-7381	228	22	results	result	NOUN
american_scientific_journal-7381	228	23	of	of	ADP
american_scientific_journal-7381	228	24	this	this	DET
american_scientific_journal-7381	228	25	application	application	NOUN
american_scientific_journal-7381	228	26	were	be	AUX
american_scientific_journal-7381	228	27	:	:	PUNCT
american_scientific_journal-7381	228	28	improved	improved	ADJ
american_scientific_journal-7381	228	29	performance	performance	NOUN
american_scientific_journal-7381	228	30	in	in	ADP
american_scientific_journal-7381	228	31	defect	defect	NOUN
american_scientific_journal-7381	228	32	prediction	prediction	NOUN
american_scientific_journal-7381	228	33	,	,	PUNCT
american_scientific_journal-7381	228	34	improved	improved	ADJ
american_scientific_journal-7381	228	35	accuracy	accuracy	NOUN
american_scientific_journal-7381	228	36	in	in	ADP
american_scientific_journal-7381	228	37	defect	defect	NOUN
american_scientific_journal-7381	228	38	prediction	prediction	NOUN
american_scientific_journal-7381	228	39	,	,	PUNCT
american_scientific_journal-7381	228	40	improved	improve	VERB
american_scientific_journal-7381	228	41	defect	defect	NOUN
american_scientific_journal-7381	228	42	prediction	prediction	NOUN
american_scientific_journal-7381	228	43	and	and	CCONJ
american_scientific_journal-7381	228	44	reduced	reduced	ADJ
american_scientific_journal-7381	228	45	cost	cost	NOUN
american_scientific_journal-7381	228	46	and	and	CCONJ
american_scientific_journal-7381	228	47	duration	duration	NOUN
american_scientific_journal-7381	228	48	of	of	ADP
american_scientific_journal-7381	228	49	activities	activity	NOUN
american_scientific_journal-7381	228	50	.	.	PUNCT
american_scientific_journal-7381	229	1	it	it	PRON
american_scientific_journal-7381	229	2	was	be	AUX
american_scientific_journal-7381	229	3	possible	possible	ADJ
american_scientific_journal-7381	229	4	to	to	PART
american_scientific_journal-7381	229	5	identify	identify	VERB
american_scientific_journal-7381	229	6	that	that	SCONJ
american_scientific_journal-7381	229	7	the	the	DET
american_scientific_journal-7381	229	8	focus	focus	NOUN
american_scientific_journal-7381	229	9	of	of	ADP
american_scientific_journal-7381	229	10	academic	academic	ADJ
american_scientific_journal-7381	229	11	research	research	NOUN
american_scientific_journal-7381	229	12	on	on	ADP
american_scientific_journal-7381	229	13	the	the	DET
american_scientific_journal-7381	229	14	application	application	NOUN
american_scientific_journal-7381	229	15	of	of	ADP
american_scientific_journal-7381	229	16	machine	machine	NOUN
american_scientific_journal-7381	229	17	learning	learning	NOUN
american_scientific_journal-7381	229	18	in	in	ADP
american_scientific_journal-7381	229	19	software	software	NOUN
american_scientific_journal-7381	229	20	engineering	engineering	NOUN
american_scientific_journal-7381	229	21	is	be	AUX
american_scientific_journal-7381	229	22	directed	direct	VERB
american_scientific_journal-7381	229	23	to	to	ADP
american_scientific_journal-7381	229	24	testing	testing	NOUN
american_scientific_journal-7381	229	25	and	and	CCONJ
american_scientific_journal-7381	229	26	planning	planning	NOUN
american_scientific_journal-7381	229	27	activities	activity	NOUN
american_scientific_journal-7381	229	28	.	.	PUNCT
american_scientific_journal-7381	230	1	thus	thus	ADV
american_scientific_journal-7381	230	2	,	,	PUNCT
american_scientific_journal-7381	230	3	design	design	NOUN
american_scientific_journal-7381	230	4	,	,	PUNCT
american_scientific_journal-7381	230	5	requirements	requirement	VERB
american_scientific_journal-7381	230	6	analysis	analysis	NOUN
american_scientific_journal-7381	230	7	and	and	CCONJ
american_scientific_journal-7381	230	8	coding	coding	NOUN
american_scientific_journal-7381	230	9	/	/	SYM
american_scientific_journal-7381	230	10	development	development	NOUN
american_scientific_journal-7381	230	11	activities	activity	NOUN
american_scientific_journal-7381	230	12	had	have	VERB
american_scientific_journal-7381	230	13	few	few	ADJ
american_scientific_journal-7381	230	14	studies	study	NOUN
american_scientific_journal-7381	230	15	identified	identify	VERB
american_scientific_journal-7381	230	16	.	.	PUNCT
american_scientific_journal-7381	231	1	therefore	therefore	ADV
american_scientific_journal-7381	231	2	,	,	PUNCT
american_scientific_journal-7381	231	3	future	future	ADJ
american_scientific_journal-7381	231	4	work	work	NOUN
american_scientific_journal-7381	231	5	can	can	AUX
american_scientific_journal-7381	231	6	be	be	AUX
american_scientific_journal-7381	231	7	developed	develop	VERB
american_scientific_journal-7381	231	8	involving	involve	VERB
american_scientific_journal-7381	231	9	the	the	DET
american_scientific_journal-7381	231	10	application	application	NOUN
american_scientific_journal-7381	231	11	of	of	ADP
american_scientific_journal-7381	231	12	machine	machine	NOUN
american_scientific_journal-7381	231	13	learning	learn	VERB
american_scientific_journal-7381	231	14	in	in	ADP
american_scientific_journal-7381	231	15	these	these	DET
american_scientific_journal-7381	231	16	activities	activity	NOUN
american_scientific_journal-7381	231	17	,	,	PUNCT
american_scientific_journal-7381	231	18	which	which	PRON
american_scientific_journal-7381	231	19	may	may	AUX
american_scientific_journal-7381	231	20	bring	bring	VERB
american_scientific_journal-7381	231	21	technological	technological	ADJ
american_scientific_journal-7381	231	22	improvements	improvement	NOUN
american_scientific_journal-7381	231	23	and	and	CCONJ
american_scientific_journal-7381	231	24	advances	advance	NOUN
american_scientific_journal-7381	231	25	to	to	ADP
american_scientific_journal-7381	231	26	software	software	NOUN
american_scientific_journal-7381	231	27	projects	project	NOUN
american_scientific_journal-7381	231	28	.	.	PUNCT
american_scientific_journal-7381	232	1	american	american	ADJ
american_scientific_journal-7381	232	2	academic	academic	ADJ
american_scientific_journal-7381	232	3	scientific	scientific	ADJ
american_scientific_journal-7381	232	4	research	research	NOUN
american_scientific_journal-7381	232	5	journal	journal	NOUN
american_scientific_journal-7381	232	6	for	for	ADP
american_scientific_journal-7381	232	7	engineering	engineering	NOUN
american_scientific_journal-7381	232	8	,	,	PUNCT
american_scientific_journal-7381	232	9	technology	technology	NOUN
american_scientific_journal-7381	232	10	,	,	PUNCT
american_scientific_journal-7381	232	11	and	and	CCONJ
american_scientific_journal-7381	232	12	sciences	science	NOUN
american_scientific_journal-7381	232	13	(	(	PUNCT
american_scientific_journal-7381	232	14	asrjets	asrjet	NOUN
american_scientific_journal-7381	232	15	)	)	PUNCT
american_scientific_journal-7381	232	16	(	(	PUNCT
american_scientific_journal-7381	232	17	2022)volume	2022)volume	NUM
american_scientific_journal-7381	232	18	85	85	NUM
american_scientific_journal-7381	232	19	,	,	PUNCT
american_scientific_journal-7381	232	20	no1	no1	NOUN
american_scientific_journal-7381	232	21	,	,	PUNCT
american_scientific_journal-7381	232	22	pp	pp	ADP
american_scientific_journal-7381	232	23	370396	370396	NUM
american_scientific_journal-7381	232	24	389	389	NUM
american_scientific_journal-7381	232	25	references	reference	NOUN
american_scientific_journal-7381	232	26	[	[	X
american_scientific_journal-7381	232	27	1	1	NUM
american_scientific_journal-7381	232	28	]	]	PUNCT
american_scientific_journal-7381	232	29	d.	d.	PROPN
american_scientific_journal-7381	232	30	a.	a.	PROPN
american_scientific_journal-7381	232	31	clifton	clifton	PROPN
american_scientific_journal-7381	232	32	,	,	PUNCT
american_scientific_journal-7381	232	33	j.	j.	PROPN
american_scientific_journal-7381	232	34	gibbons	gibbons	PROPN
american_scientific_journal-7381	232	35	,	,	PUNCT
american_scientific_journal-7381	232	36	j.	j.	PROPN
american_scientific_journal-7381	232	37	davies	davies	PROPN
american_scientific_journal-7381	232	38	,	,	PUNCT
american_scientific_journal-7381	232	39	and	and	CCONJ
american_scientific_journal-7381	232	40	l.	l.	PROPN
american_scientific_journal-7381	232	41	tarassenko	tarassenko	PROPN
american_scientific_journal-7381	232	42	,	,	PUNCT
american_scientific_journal-7381	232	43	“	"	PUNCT
american_scientific_journal-7381	232	44	machine	machine	NOUN
american_scientific_journal-7381	232	45	learning	learning	NOUN
american_scientific_journal-7381	232	46	and	and	CCONJ
american_scientific_journal-7381	232	47	software	software	NOUN
american_scientific_journal-7381	232	48	engineering	engineering	NOUN
american_scientific_journal-7381	232	49	in	in	ADP
american_scientific_journal-7381	232	50	health	health	NOUN
american_scientific_journal-7381	232	51	informatics	informatic	NOUN
american_scientific_journal-7381	232	52	,	,	PUNCT
american_scientific_journal-7381	232	53	”	"	PUNCT
american_scientific_journal-7381	232	54	2012	2012	NUM
american_scientific_journal-7381	232	55	1st	1st	ADJ
american_scientific_journal-7381	232	56	int	int	NOUN
american_scientific_journal-7381	232	57	.	.	PUNCT
american_scientific_journal-7381	233	1	work	work	NOUN
american_scientific_journal-7381	233	2	.	.	PUNCT
american_scientific_journal-7381	234	1	realiz	realiz	NOUN
american_scientific_journal-7381	234	2	.	.	PUNCT
american_scientific_journal-7381	235	1	ai	ai	VERB
american_scientific_journal-7381	235	2	synerg	synerg	PROPN
american_scientific_journal-7381	235	3	.	.	PUNCT
american_scientific_journal-7381	236	1	softw	softw	PROPN
american_scientific_journal-7381	236	2	.	.	PUNCT
american_scientific_journal-7381	237	1	eng	eng	PROPN
american_scientific_journal-7381	237	2	.	.	PUNCT
american_scientific_journal-7381	238	1	raise	raise	VERB
american_scientific_journal-7381	238	2	2012	2012	NUM
american_scientific_journal-7381	238	3	proc	proc	NOUN
american_scientific_journal-7381	238	4	.	.	PUNCT
american_scientific_journal-7381	238	5	,	,	PUNCT
american_scientific_journal-7381	239	1	pp	pp	ADJ
american_scientific_journal-7381	239	2	.	.	PUNCT
american_scientific_journal-7381	240	1	37	37	NUM
american_scientific_journal-7381	240	2	–	–	PUNCT
american_scientific_journal-7381	240	3	41	41	NUM
american_scientific_journal-7381	240	4	,	,	PUNCT
american_scientific_journal-7381	240	5	2012	2012	NUM
american_scientific_journal-7381	240	6	,	,	PUNCT
american_scientific_journal-7381	240	7	doi	doi	NOUN
american_scientific_journal-7381	240	8	:	:	PUNCT
american_scientific_journal-7381	240	9	10.1109	10.1109	NUM
american_scientific_journal-7381	240	10	/	/	SYM
american_scientific_journal-7381	240	11	raise.2012.6227968	raise.2012.6227968	NOUN
american_scientific_journal-7381	240	12	.	.	PUNCT
american_scientific_journal-7381	241	1	[	[	X
american_scientific_journal-7381	241	2	2	2	X
american_scientific_journal-7381	241	3	]	]	PUNCT
american_scientific_journal-7381	241	4	t.	t.	PROPN
american_scientific_journal-7381	241	5	m.	m.	PROPN
american_scientific_journal-7381	241	6	mitchell	mitchell	PROPN
american_scientific_journal-7381	241	7	,	,	PUNCT
american_scientific_journal-7381	241	8	machine	machine	NOUN
american_scientific_journal-7381	241	9	learning	learning	NOUN
american_scientific_journal-7381	241	10	,	,	PUNCT
american_scientific_journal-7381	241	11	1th	1th	ADJ
american_scientific_journal-7381	241	12	editio	editio	NOUN
american_scientific_journal-7381	241	13	.	.	PUNCT
american_scientific_journal-7381	242	1	pittsburgh	pittsburgh	PROPN
american_scientific_journal-7381	242	2	,	,	PUNCT
american_scientific_journal-7381	242	3	pa	pa	PROPN
american_scientific_journal-7381	242	4	15213	15213	NUM
american_scientific_journal-7381	242	5	,	,	PUNCT
american_scientific_journal-7381	242	6	eua	eua	PROPN
american_scientific_journal-7381	242	7	:	:	PUNCT
american_scientific_journal-7381	242	8	mcgraw	mcgraw	PROPN
american_scientific_journal-7381	242	9	-	-	PUNCT
american_scientific_journal-7381	242	10	hill	hill	NOUN
american_scientific_journal-7381	242	11	science	science	NOUN
american_scientific_journal-7381	242	12	/	/	SYM
american_scientific_journal-7381	242	13	engineering	engineering	NOUN
american_scientific_journal-7381	242	14	/	/	SYM
american_scientific_journal-7381	242	15	math	math	NOUN
american_scientific_journal-7381	242	16	;	;	PUNCT
american_scientific_journal-7381	242	17	1997	1997	NUM
american_scientific_journal-7381	242	18	.	.	PUNCT
american_scientific_journal-7381	243	1	[	[	X
american_scientific_journal-7381	243	2	3	3	NUM
american_scientific_journal-7381	243	3	]	]	X
american_scientific_journal-7381	243	4	i.	i.	PROPN
american_scientific_journal-7381	243	5	sommerville	sommerville	PROPN
american_scientific_journal-7381	243	6	,	,	PUNCT
american_scientific_journal-7381	243	7	software	software	NOUN
american_scientific_journal-7381	243	8	engineering	engineer	VERB
american_scientific_journal-7381	243	9	tenth	tenth	NOUN
american_scientific_journal-7381	243	10	edition	edition	NOUN
american_scientific_journal-7381	243	11	.	.	PUNCT
american_scientific_journal-7381	244	1	2016	2016	NUM
american_scientific_journal-7381	244	2	.	.	PUNCT
american_scientific_journal-7381	245	1	[	[	X
american_scientific_journal-7381	245	2	4	4	X
american_scientific_journal-7381	245	3	]	]	PUNCT
american_scientific_journal-7381	245	4	j.	j.	PROPN
american_scientific_journal-7381	245	5	shivhare	shivhare	PROPN
american_scientific_journal-7381	245	6	and	and	CCONJ
american_scientific_journal-7381	245	7	s.	s.	PROPN
american_scientific_journal-7381	245	8	k.	k.	PROPN
american_scientific_journal-7381	245	9	rath	rath	PROPN
american_scientific_journal-7381	245	10	,	,	PUNCT
american_scientific_journal-7381	245	11	“	"	PUNCT
american_scientific_journal-7381	245	12	software	software	NOUN
american_scientific_journal-7381	245	13	effort	effort	NOUN
american_scientific_journal-7381	245	14	estimation	estimation	NOUN
american_scientific_journal-7381	245	15	using	use	VERB
american_scientific_journal-7381	245	16	machine	machine	NOUN
american_scientific_journal-7381	245	17	learning	learning	NOUN
american_scientific_journal-7381	245	18	techniques	technique	NOUN
american_scientific_journal-7381	245	19	,	,	PUNCT
american_scientific_journal-7381	245	20	”	"	PUNCT
american_scientific_journal-7381	245	21	2014	2014	NUM
american_scientific_journal-7381	245	22	,	,	PUNCT
american_scientific_journal-7381	245	23	doi	doi	NOUN
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american_scientific_journal-7381	245	26	.	.	PUNCT
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american_scientific_journal-7381	246	26	,	,	PUNCT
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american_scientific_journal-7381	247	3	,	,	PUNCT
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american_scientific_journal-7381	248	2	,	,	PUNCT
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american_scientific_journal-7381	248	5	,	,	PUNCT
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american_scientific_journal-7381	248	7	,	,	PUNCT
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american_scientific_journal-7381	248	9	:	:	PUNCT
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american_scientific_journal-7381	250	2	,	,	PUNCT
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american_scientific_journal-7381	250	4	.	.	PROPN
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american_scientific_journal-7381	250	6	,	,	PUNCT
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american_scientific_journal-7381	250	10	,	,	PUNCT
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american_scientific_journal-7381	250	12	.	.	PUNCT
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american_scientific_journal-7381	251	2	,	,	PUNCT
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american_scientific_journal-7381	251	4	,	,	PUNCT
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american_scientific_journal-7381	251	6	:	:	PUNCT
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american_scientific_journal-7381	252	10	,	,	PUNCT
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american_scientific_journal-7381	252	20	,	,	PUNCT
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american_scientific_journal-7381	252	30	,	,	PUNCT
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american_scientific_journal-7381	252	40	,	,	PUNCT
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american_scientific_journal-7381	252	42	.	.	PUNCT
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american_scientific_journal-7381	253	2	,	,	PUNCT
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american_scientific_journal-7381	253	4	:	:	PUNCT
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american_scientific_journal-7381	254	6	,	,	PUNCT
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american_scientific_journal-7381	254	26	,	,	PUNCT
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american_scientific_journal-7381	254	30	,	,	PUNCT
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american_scientific_journal-7381	254	32	.	.	PUNCT
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american_scientific_journal-7381	255	2	,	,	PUNCT
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american_scientific_journal-7381	255	4	,	,	PUNCT
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american_scientific_journal-7381	255	6	:	:	PUNCT
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american_scientific_journal-7381	259	4	,	,	PUNCT
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american_scientific_journal-7381	261	2	,	,	PUNCT
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american_scientific_journal-7381	261	8	,	,	PUNCT
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american_scientific_journal-7381	265	11	a	a	DET
american_scientific_journal-7381	265	12	systematic	systematic	ADJ
american_scientific_journal-7381	265	13	literature	literature	NOUN
american_scientific_journal-7381	265	14	review	review	NOUN
american_scientific_journal-7381	265	15	of	of	ADP
american_scientific_journal-7381	265	16	machine	machine	NOUN
american_scientific_journal-7381	265	17	learning	learn	VERB
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american_scientific_journal-7381	265	19	for	for	ADP
american_scientific_journal-7381	265	20	software	software	NOUN
american_scientific_journal-7381	265	21	maintainability	maintainability	NOUN
american_scientific_journal-7381	265	22	prediction	prediction	NOUN
american_scientific_journal-7381	265	23	,	,	PUNCT
american_scientific_journal-7381	265	24	”	"	PUNCT
american_scientific_journal-7381	265	25	inf	inf	NOUN
american_scientific_journal-7381	265	26	.	.	PUNCT
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american_scientific_journal-7381	265	28	.	.	PUNCT
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american_scientific_journal-7381	266	2	.	.	PROPN
american_scientific_journal-7381	266	3	,	,	PUNCT
american_scientific_journal-7381	266	4	vol	vol	NOUN
american_scientific_journal-7381	266	5	.	.	PROPN
american_scientific_journal-7381	267	1	119	119	NUM
american_scientific_journal-7381	267	2	,	,	PUNCT
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american_scientific_journal-7381	267	4	106214	106214	NUM
american_scientific_journal-7381	267	5	,	,	PUNCT
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american_scientific_journal-7381	267	7	.	.	PROPN
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american_scientific_journal-7381	267	9	,	,	PUNCT
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american_scientific_journal-7381	267	11	:	:	PUNCT
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american_scientific_journal-7381	267	13	/	/	SYM
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american_scientific_journal-7381	267	15	.	.	PUNCT
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american_scientific_journal-7381	268	2	academic	academic	ADJ
american_scientific_journal-7381	268	3	scientific	scientific	ADJ
american_scientific_journal-7381	268	4	research	research	NOUN
american_scientific_journal-7381	268	5	journal	journal	NOUN
american_scientific_journal-7381	268	6	for	for	ADP
american_scientific_journal-7381	268	7	engineering	engineering	NOUN
american_scientific_journal-7381	268	8	,	,	PUNCT
american_scientific_journal-7381	268	9	technology	technology	NOUN
american_scientific_journal-7381	268	10	,	,	PUNCT
american_scientific_journal-7381	268	11	and	and	CCONJ
american_scientific_journal-7381	268	12	sciences	science	NOUN
american_scientific_journal-7381	268	13	(	(	PUNCT
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american_scientific_journal-7381	268	15	)	)	PUNCT
american_scientific_journal-7381	268	16	(	(	PUNCT
american_scientific_journal-7381	268	17	2022)volume	2022)volume	NUM
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american_scientific_journal-7381	268	19	,	,	PUNCT
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american_scientific_journal-7381	268	21	,	,	PUNCT
american_scientific_journal-7381	268	22	pp	pp	ADP
american_scientific_journal-7381	268	23	370396	370396	NUM
american_scientific_journal-7381	268	24	390	390	NUM
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american_scientific_journal-7381	269	2	13	13	NUM
american_scientific_journal-7381	269	3	]	]	X
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american_scientific_journal-7381	269	6	and	and	CCONJ
american_scientific_journal-7381	269	7	r.	r.	PROPN
american_scientific_journal-7381	269	8	torkar	torkar	PROPN
american_scientific_journal-7381	269	9	,	,	PUNCT
american_scientific_journal-7381	269	10	“	"	PUNCT
american_scientific_journal-7381	269	11	on	on	ADP
american_scientific_journal-7381	269	12	the	the	DET
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american_scientific_journal-7381	269	14	of	of	ADP
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american_scientific_journal-7381	269	17	for	for	ADP
american_scientific_journal-7381	269	18	software	software	NOUN
american_scientific_journal-7381	269	19	engineering	engineer	VERB
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american_scientific_journal-7381	269	22	:	:	PUNCT
american_scientific_journal-7381	269	23	a	a	DET
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american_scientific_journal-7381	269	26	,	,	PUNCT
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american_scientific_journal-7381	269	30	.	.	PUNCT
american_scientific_journal-7381	270	1	appl	appl	PROPN
american_scientific_journal-7381	270	2	.	.	PROPN
american_scientific_journal-7381	270	3	,	,	PUNCT
american_scientific_journal-7381	270	4	vol	vol	NOUN
american_scientific_journal-7381	270	5	.	.	PROPN
american_scientific_journal-7381	271	1	38	38	NUM
american_scientific_journal-7381	271	2	,	,	PUNCT
american_scientific_journal-7381	271	3	no	no	INTJ
american_scientific_journal-7381	271	4	.	.	NOUN
american_scientific_journal-7381	271	5	9	9	NUM
american_scientific_journal-7381	271	6	,	,	PUNCT
american_scientific_journal-7381	271	7	pp	pp	ADJ
american_scientific_journal-7381	271	8	.	.	PUNCT
american_scientific_journal-7381	272	1	11984–11997	11984–11997	NUM
american_scientific_journal-7381	272	2	,	,	PUNCT
american_scientific_journal-7381	272	3	2011	2011	NUM
american_scientific_journal-7381	272	4	,	,	PUNCT
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american_scientific_journal-7381	272	6	:	:	PUNCT
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american_scientific_journal-7381	272	8	.	.	PUNCT
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american_scientific_journal-7381	273	2	14	14	NUM
american_scientific_journal-7381	273	3	]	]	PUNCT
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american_scientific_journal-7381	273	6	,	,	PUNCT
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american_scientific_journal-7381	273	16	-	-	PUNCT
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american_scientific_journal-7381	273	18	software	software	NOUN
american_scientific_journal-7381	273	19	engineering	engineering	NOUN
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american_scientific_journal-7381	273	21	systematic	systematic	ADJ
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american_scientific_journal-7381	273	23	,	,	PUNCT
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american_scientific_journal-7381	273	26	.	.	PUNCT
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american_scientific_journal-7381	274	3	:	:	PUNCT
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american_scientific_journal-7381	274	6	,	,	PUNCT
american_scientific_journal-7381	274	7	2015	2015	NUM
american_scientific_journal-7381	274	8	.	.	PUNCT
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american_scientific_journal-7381	275	2	15	15	NUM
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american_scientific_journal-7381	275	11	a	a	DET
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american_scientific_journal-7381	275	21	,	,	PUNCT
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american_scientific_journal-7381	276	3	,	,	PUNCT
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american_scientific_journal-7381	277	2	,	,	PUNCT
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american_scientific_journal-7381	277	4	,	,	PUNCT
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american_scientific_journal-7381	277	6	:	:	PUNCT
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american_scientific_journal-7381	277	8	/	/	SYM
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american_scientific_journal-7381	277	10	.	.	PUNCT
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american_scientific_journal-7381	278	17	:	:	PUNCT
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american_scientific_journal-7381	278	21	,	,	PUNCT
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american_scientific_journal-7381	278	24	.	.	PUNCT
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american_scientific_journal-7381	278	26	.	.	PUNCT
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american_scientific_journal-7381	279	2	.	.	PROPN
american_scientific_journal-7381	279	3	,	,	PUNCT
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american_scientific_journal-7381	279	5	.	.	PROPN
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american_scientific_journal-7381	280	2	,	,	PUNCT
american_scientific_journal-7381	280	3	no	no	INTJ
american_scientific_journal-7381	280	4	.	.	PUNCT
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american_scientific_journal-7381	281	2	,	,	PUNCT
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american_scientific_journal-7381	282	2	,	,	PUNCT
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american_scientific_journal-7381	282	4	,	,	PUNCT
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american_scientific_journal-7381	282	6	:	:	PUNCT
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american_scientific_journal-7381	282	8	/	/	SYM
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american_scientific_journal-7381	283	10	.	.	PROPN
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american_scientific_journal-7381	283	19	:	:	PUNCT
american_scientific_journal-7381	283	20	a	a	DET
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american_scientific_journal-7381	285	1	,	,	PUNCT
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american_scientific_journal-7381	285	3	.	.	PROPN
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american_scientific_journal-7381	286	2	,	,	PUNCT
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american_scientific_journal-7381	286	6	,	,	PUNCT
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american_scientific_journal-7381	287	2	,	,	PUNCT
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american_scientific_journal-7381	287	4	,	,	PUNCT
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american_scientific_journal-7381	287	6	:	:	PUNCT
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american_scientific_journal-7381	287	8	/	/	SYM
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american_scientific_journal-7381	287	10	.	.	PUNCT
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american_scientific_journal-7381	288	18	:	:	PUNCT
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american_scientific_journal-7381	288	23	,	,	PUNCT
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american_scientific_journal-7381	289	2	,	,	PUNCT
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american_scientific_journal-7381	289	4	:	:	PUNCT
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american_scientific_journal-7381	290	18	 	 	SPACE
american_scientific_journal-7381	290	19	:	:	PUNCT
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american_scientific_journal-7381	290	22	mapping	mapping	NOUN
american_scientific_journal-7381	290	23	study	study	NOUN
american_scientific_journal-7381	290	24	on	on	ADP
american_scientific_journal-7381	290	25	existing	exist	VERB
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american_scientific_journal-7381	290	27	,	,	PUNCT
american_scientific_journal-7381	290	28	”	"	PUNCT
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american_scientific_journal-7381	290	30	.	.	PUNCT
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american_scientific_journal-7381	291	2	.	.	PUNCT
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american_scientific_journal-7381	292	2	.	.	PROPN
american_scientific_journal-7381	292	3	,	,	PUNCT
american_scientific_journal-7381	292	4	vol	vol	NOUN
american_scientific_journal-7381	292	5	.	.	PROPN
american_scientific_journal-7381	293	1	54	54	NUM
american_scientific_journal-7381	293	2	,	,	PUNCT
american_scientific_journal-7381	293	3	no	no	INTJ
american_scientific_journal-7381	293	4	.	.	PUNCT
american_scientific_journal-7381	294	1	october	october	PROPN
american_scientific_journal-7381	294	2	,	,	PUNCT
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american_scientific_journal-7381	294	4	.	.	PUNCT
american_scientific_journal-7381	295	1	1092–1106	1092–1106	NUM
american_scientific_journal-7381	295	2	,	,	PUNCT
american_scientific_journal-7381	295	3	2012	2012	NUM
american_scientific_journal-7381	295	4	,	,	PUNCT
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american_scientific_journal-7381	295	6	:	:	PUNCT
american_scientific_journal-7381	295	7	10.1016	10.1016	NUM
american_scientific_journal-7381	295	8	/	/	SYM
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american_scientific_journal-7381	295	10	.	.	PUNCT
american_scientific_journal-7381	296	1	[	[	X
american_scientific_journal-7381	296	2	20	20	NUM
american_scientific_journal-7381	296	3	]	]	PUNCT
american_scientific_journal-7381	296	4	s.	s.	PROPN
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american_scientific_journal-7381	296	9	,	,	PUNCT
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american_scientific_journal-7381	296	12	:	:	PUNCT
american_scientific_journal-7381	296	13	a	a	DET
american_scientific_journal-7381	296	14	modern	modern	ADJ
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american_scientific_journal-7381	296	16	,	,	PUNCT
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american_scientific_journal-7381	296	19	.	.	PUNCT
american_scientific_journal-7381	296	20	,	,	PUNCT
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american_scientific_journal-7381	296	22	.	.	PROPN
american_scientific_journal-7381	296	23	1	1	NUM
american_scientific_journal-7381	296	24	,	,	PUNCT
american_scientific_journal-7381	296	25	no	no	INTJ
american_scientific_journal-7381	296	26	.	.	NOUN
american_scientific_journal-7381	296	27	70	70	NUM
american_scientific_journal-7381	296	28	.	.	PUNCT
american_scientific_journal-7381	297	1	new	new	PROPN
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american_scientific_journal-7381	297	3	:	:	PUNCT
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american_scientific_journal-7381	297	7	,	,	PUNCT
american_scientific_journal-7381	297	8	2013	2013	NUM
american_scientific_journal-7381	297	9	.	.	PUNCT
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american_scientific_journal-7381	298	2	21	21	NUM
american_scientific_journal-7381	298	3	]	]	PUNCT
american_scientific_journal-7381	298	4	t.	t.	PROPN
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american_scientific_journal-7381	298	6	,	,	PUNCT
american_scientific_journal-7381	298	7	“	"	PUNCT
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american_scientific_journal-7381	298	9	06	06	NUM
american_scientific_journal-7381	298	10	,	,	PUNCT
american_scientific_journal-7381	298	11	”	"	PUNCT
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american_scientific_journal-7381	298	13	.	.	PUNCT
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american_scientific_journal-7381	299	2	.	.	PUNCT
american_scientific_journal-7381	299	3	,	,	PUNCT
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american_scientific_journal-7381	299	5	.	.	PUNCT
american_scientific_journal-7381	300	1	125–174	125–174	NUM
american_scientific_journal-7381	300	2	,	,	PUNCT
american_scientific_journal-7381	300	3	1997	1997	NUM
american_scientific_journal-7381	300	4	,	,	PUNCT
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american_scientific_journal-7381	300	6	:	:	PUNCT
american_scientific_journal-7381	300	7	10.1007	10.1007	NUM
american_scientific_journal-7381	300	8	/	/	SYM
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american_scientific_journal-7381	300	10	-	-	PUNCT
american_scientific_journal-7381	300	11	009	009	NUM
american_scientific_journal-7381	300	12	-	-	PUNCT
american_scientific_journal-7381	300	13	5101	5101	NUM
american_scientific_journal-7381	300	14	-	-	PUNCT
american_scientific_journal-7381	300	15	2	2	NUM
american_scientific_journal-7381	300	16	.	.	PUNCT
american_scientific_journal-7381	301	1	[	[	X
american_scientific_journal-7381	301	2	22	22	NUM
american_scientific_journal-7381	301	3	]	]	X
american_scientific_journal-7381	301	4	i.	i.	PROPN
american_scientific_journal-7381	301	5	h.	h.	PROPN
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american_scientific_journal-7381	301	7	,	,	PUNCT
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american_scientific_journal-7381	301	10	,	,	PUNCT
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american_scientific_journal-7381	301	15	,	,	PUNCT
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american_scientific_journal-7381	301	19	:	:	PUNCT
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american_scientific_journal-7381	301	29	,	,	PUNCT
american_scientific_journal-7381	301	30	”	"	PUNCT
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american_scientific_journal-7381	303	1	(	(	PUNCT
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american_scientific_journal-7381	303	4	)	)	PUNCT
american_scientific_journal-7381	303	5	.	.	PUNCT
american_scientific_journal-7381	304	1	,	,	PUNCT
american_scientific_journal-7381	304	2	vol	vol	NOUN
american_scientific_journal-7381	304	3	.	.	PROPN
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american_scientific_journal-7381	305	2	,	,	PUNCT
american_scientific_journal-7381	305	3	no	no	INTJ
american_scientific_journal-7381	305	4	.	.	NOUN
american_scientific_journal-7381	305	5	2	2	NUM
american_scientific_journal-7381	305	6	,	,	PUNCT
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american_scientific_journal-7381	305	9	,	,	PUNCT
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american_scientific_journal-7381	305	11	,	,	PUNCT
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american_scientific_journal-7381	305	13	:	:	PUNCT
american_scientific_journal-7381	305	14	10.1002/15213773(20010316)40:6<9823::aid	10.1002/15213773(20010316)40:6<9823::aid	NUM
american_scientific_journal-7381	305	15	-	-	PUNCT
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american_scientific_journal-7381	305	17	-	-	PUNCT
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american_scientific_journal-7381	306	1	[	[	X
american_scientific_journal-7381	306	2	23	23	NUM
american_scientific_journal-7381	306	3	]	]	PUNCT
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american_scientific_journal-7381	306	9	,	,	PUNCT
american_scientific_journal-7381	306	10	“	"	PUNCT
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american_scientific_journal-7381	306	14	systematic	systematic	ADJ
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american_scientific_journal-7381	306	16	reviews	review	NOUN
american_scientific_journal-7381	306	17	in	in	ADP
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american_scientific_journal-7381	306	19	engineering	engineering	NOUN
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american_scientific_journal-7381	306	22	,	,	PUNCT
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american_scientific_journal-7381	306	25	,	,	PUNCT
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american_scientific_journal-7381	307	2	,	,	PUNCT
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american_scientific_journal-7381	307	4	.	.	PUNCT
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american_scientific_journal-7381	308	2	,	,	PUNCT
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american_scientific_journal-7381	308	5	,	,	PUNCT
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american_scientific_journal-7381	308	7	,	,	PUNCT
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american_scientific_journal-7381	308	9	:	:	PUNCT
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american_scientific_journal-7381	309	10	1	1	NUM
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american_scientific_journal-7381	309	25	,	,	PUNCT
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american_scientific_journal-7381	309	30	,	,	PUNCT
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american_scientific_journal-7381	309	32	:	:	PUNCT
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american_scientific_journal-7381	309	34	.	.	PUNCT
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american_scientific_journal-7381	310	9	m.	m.	PROPN
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american_scientific_journal-7381	310	63	,	,	PUNCT
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american_scientific_journal-7381	311	2	,	,	PUNCT
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american_scientific_journal-7381	311	4	:	:	PUNCT
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american_scientific_journal-7381	311	6	/	/	SYM
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american_scientific_journal-7381	311	8	.	.	PUNCT
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american_scientific_journal-7381	312	24	,	,	PUNCT
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american_scientific_journal-7381	312	35	cyber	cyber	ADJ
american_scientific_journal-7381	312	36	security	security	NOUN
american_scientific_journal-7381	312	37	(	(	PUNCT
american_scientific_journal-7381	312	38	iciccs	iciccs	NOUN
american_scientific_journal-7381	312	39	-	-	PUNCT
american_scientific_journal-7381	312	40	inbush	inbush	NOUN
american_scientific_journal-7381	312	41	)	)	PUNCT
american_scientific_journal-7381	312	42	,	,	PUNCT
american_scientific_journal-7381	312	43	2016	2016	NUM
american_scientific_journal-7381	312	44	,	,	PUNCT
american_scientific_journal-7381	312	45	pp	pp	ADV
american_scientific_journal-7381	312	46	.	.	PUNCT
american_scientific_journal-7381	313	1	115–118	115–118	NUM
american_scientific_journal-7381	313	2	,	,	PUNCT
american_scientific_journal-7381	313	3	doi	doi	NOUN
american_scientific_journal-7381	313	4	:	:	PUNCT
american_scientific_journal-7381	313	5	10.1109	10.1109	NUM
american_scientific_journal-7381	313	6	/	/	SYM
american_scientific_journal-7381	313	7	iciccs.2016.7542340	iciccs.2016.7542340	NOUN
american_scientific_journal-7381	313	8	.	.	PUNCT
american_scientific_journal-7381	314	1	[	[	X
american_scientific_journal-7381	314	2	4	4	NUM
american_scientific_journal-7381	314	3	]	]	X
american_scientific_journal-7381	314	4	r.	r.	PROPN
american_scientific_journal-7381	314	5	jindal	jindal	PROPN
american_scientific_journal-7381	314	6	,	,	PUNCT
american_scientific_journal-7381	314	7	r.	r.	PROPN
american_scientific_journal-7381	314	8	malhotra	malhotra	PROPN
american_scientific_journal-7381	314	9	,	,	PUNCT
american_scientific_journal-7381	314	10	and	and	CCONJ
american_scientific_journal-7381	314	11	a.	a.	NOUN
american_scientific_journal-7381	314	12	jain	jain	PROPN
american_scientific_journal-7381	314	13	,	,	PUNCT
american_scientific_journal-7381	314	14	“	"	PUNCT
american_scientific_journal-7381	314	15	software	software	NOUN
american_scientific_journal-7381	314	16	defect	defect	NOUN
american_scientific_journal-7381	314	17	prediction	prediction	NOUN
american_scientific_journal-7381	314	18	using	use	VERB
american_scientific_journal-7381	314	19	neural	neural	ADJ
american_scientific_journal-7381	314	20	networks	network	NOUN
american_scientific_journal-7381	314	21	,	,	PUNCT
american_scientific_journal-7381	314	22	”	"	PUNCT
american_scientific_journal-7381	314	23	in	in	ADP
american_scientific_journal-7381	314	24	proceedings	proceeding	NOUN
american_scientific_journal-7381	314	25	of	of	ADP
american_scientific_journal-7381	314	26	3rd	3rd	ADJ
american_scientific_journal-7381	314	27	international	international	ADJ
american_scientific_journal-7381	314	28	conference	conference	NOUN
american_scientific_journal-7381	314	29	on	on	ADP
american_scientific_journal-7381	314	30	reliability	reliability	NOUN
american_scientific_journal-7381	314	31	,	,	PUNCT
american_scientific_journal-7381	314	32	infocom	infocom	NOUN
american_scientific_journal-7381	314	33	technologies	technology	NOUN
american_scientific_journal-7381	314	34	and	and	CCONJ
american_scientific_journal-7381	314	35	optimization	optimization	NOUN
american_scientific_journal-7381	314	36	,	,	PUNCT
american_scientific_journal-7381	314	37	2014	2014	NUM
american_scientific_journal-7381	314	38	,	,	PUNCT
american_scientific_journal-7381	314	39	pp	pp	ADV
american_scientific_journal-7381	314	40	.	.	PUNCT
american_scientific_journal-7381	315	1	1–6	1–6	NUM
american_scientific_journal-7381	315	2	,	,	PUNCT
american_scientific_journal-7381	315	3	doi	doi	NOUN
american_scientific_journal-7381	315	4	:	:	PUNCT
american_scientific_journal-7381	315	5	10.1109	10.1109	NUM
american_scientific_journal-7381	315	6	/	/	SYM
american_scientific_journal-7381	315	7	icrito.2014.7014673	icrito.2014.7014673	PROPN
american_scientific_journal-7381	315	8	.	.	PUNCT
american_scientific_journal-7381	316	1	[	[	X
american_scientific_journal-7381	316	2	5	5	X
american_scientific_journal-7381	316	3	]	]	PUNCT
american_scientific_journal-7381	316	4	t.	t.	PROPN
american_scientific_journal-7381	316	5	iqbal	iqbal	PROPN
american_scientific_journal-7381	316	6	,	,	PUNCT
american_scientific_journal-7381	316	7	p.	p.	NOUN
american_scientific_journal-7381	316	8	elahidoost	elahidoost	NOUN
american_scientific_journal-7381	316	9	,	,	PUNCT
american_scientific_journal-7381	316	10	and	and	CCONJ
american_scientific_journal-7381	316	11	l.	l.	PROPN
american_scientific_journal-7381	316	12	lúcio	lúcio	PROPN
american_scientific_journal-7381	316	13	,	,	PUNCT
american_scientific_journal-7381	316	14	“	"	PUNCT
american_scientific_journal-7381	316	15	a	a	DET
american_scientific_journal-7381	316	16	bird	bird	NOUN
american_scientific_journal-7381	316	17	’s	’s	PART
american_scientific_journal-7381	316	18	eye	eye	NOUN
american_scientific_journal-7381	316	19	view	view	NOUN
american_scientific_journal-7381	316	20	on	on	ADP
american_scientific_journal-7381	316	21	requirements	requirement	NOUN
american_scientific_journal-7381	316	22	engineering	engineering	NOUN
american_scientific_journal-7381	316	23	and	and	CCONJ
american_scientific_journal-7381	316	24	machine	machine	NOUN
american_scientific_journal-7381	316	25	learning	learning	NOUN
american_scientific_journal-7381	316	26	,	,	PUNCT
american_scientific_journal-7381	316	27	”	"	PUNCT
american_scientific_journal-7381	316	28	in	in	ADP
american_scientific_journal-7381	316	29	2018	2018	NUM
american_scientific_journal-7381	316	30	25th	25th	NOUN
american_scientific_journal-7381	316	31	asia	asia	PROPN
american_scientific_journal-7381	316	32	-	-	PUNCT
american_scientific_journal-7381	316	33	pacific	pacific	PROPN
american_scientific_journal-7381	316	34	software	software	PROPN
american_scientific_journal-7381	316	35	engineering	engineering	NOUN
american_scientific_journal-7381	316	36	conference	conference	NOUN
american_scientific_journal-7381	316	37	(	(	PUNCT
american_scientific_journal-7381	316	38	apsec	apsec	PROPN
american_scientific_journal-7381	316	39	)	)	PUNCT
american_scientific_journal-7381	316	40	,	,	PUNCT
american_scientific_journal-7381	316	41	2018	2018	NUM
american_scientific_journal-7381	316	42	,	,	PUNCT
american_scientific_journal-7381	316	43	pp	pp	ADJ
american_scientific_journal-7381	316	44	.	.	PUNCT
american_scientific_journal-7381	317	1	11–20	11–20	NUM
american_scientific_journal-7381	317	2	,	,	PUNCT
american_scientific_journal-7381	317	3	doi	doi	NOUN
american_scientific_journal-7381	317	4	:	:	PUNCT
american_scientific_journal-7381	317	5	10.1109	10.1109	NUM
american_scientific_journal-7381	317	6	/	/	SYM
american_scientific_journal-7381	317	7	apsec.2018.00015	apsec.2018.00015	NOUN
american_scientific_journal-7381	317	8	.	.	PUNCT
american_scientific_journal-7381	318	1	[	[	X
american_scientific_journal-7381	318	2	6	6	NUM
american_scientific_journal-7381	318	3	]	]	PUNCT
american_scientific_journal-7381	318	4	m.	m.	PROPN
american_scientific_journal-7381	318	5	b.	b.	PROPN
american_scientific_journal-7381	318	6	r.	r.	PROPN
american_scientific_journal-7381	318	7	pandit	pandit	PROPN
american_scientific_journal-7381	318	8	and	and	CCONJ
american_scientific_journal-7381	318	9	n.	n.	PROPN
american_scientific_journal-7381	318	10	varma	varma	PROPN
american_scientific_journal-7381	318	11	,	,	PUNCT
american_scientific_journal-7381	318	12	“	"	PUNCT
american_scientific_journal-7381	318	13	a	a	DET
american_scientific_journal-7381	318	14	deep	deep	ADJ
american_scientific_journal-7381	318	15	introduction	introduction	NOUN
american_scientific_journal-7381	318	16	to	to	PART
american_scientific_journal-7381	318	17	ai	ai	VERB
american_scientific_journal-7381	318	18	based	base	VERB
american_scientific_journal-7381	318	19	software	software	NOUN
american_scientific_journal-7381	318	20	defect	defect	NOUN
american_scientific_journal-7381	318	21	prediction	prediction	NOUN
american_scientific_journal-7381	318	22	(	(	PUNCT
american_scientific_journal-7381	318	23	sdp	sdp	NOUN
american_scientific_journal-7381	318	24	)	)	PUNCT
american_scientific_journal-7381	318	25	and	and	CCONJ
american_scientific_journal-7381	318	26	its	its	PRON
american_scientific_journal-7381	318	27	current	current	ADJ
american_scientific_journal-7381	318	28	challenges	challenge	NOUN
american_scientific_journal-7381	318	29	,	,	PUNCT
american_scientific_journal-7381	318	30	”	"	PUNCT
american_scientific_journal-7381	318	31	in	in	ADP
american_scientific_journal-7381	318	32	tencon	tencon	NOUN
american_scientific_journal-7381	318	33	2019	2019	NUM
american_scientific_journal-7381	318	34	2019	2019	NUM
american_scientific_journal-7381	318	35	ieee	ieee	NOUN
american_scientific_journal-7381	318	36	region	region	NOUN
american_scientific_journal-7381	318	37	10	10	NUM
american_scientific_journal-7381	318	38	conference	conference	NOUN
american_scientific_journal-7381	318	39	(	(	PUNCT
american_scientific_journal-7381	318	40	tencon	tencon	NOUN
american_scientific_journal-7381	318	41	)	)	PUNCT
american_scientific_journal-7381	318	42	,	,	PUNCT
american_scientific_journal-7381	318	43	2019	2019	NUM
american_scientific_journal-7381	318	44	,	,	PUNCT
american_scientific_journal-7381	318	45	pp	pp	ADJ
american_scientific_journal-7381	318	46	.	.	PUNCT
american_scientific_journal-7381	319	1	284–290	284–290	NUM
american_scientific_journal-7381	319	2	,	,	PUNCT
american_scientific_journal-7381	319	3	doi	doi	NOUN
american_scientific_journal-7381	319	4	:	:	PUNCT
american_scientific_journal-7381	319	5	10.1109	10.1109	NUM
american_scientific_journal-7381	319	6	/	/	SYM
american_scientific_journal-7381	319	7	tencon.2019.8929661	tencon.2019.8929661	NOUN
american_scientific_journal-7381	319	8	.	.	PUNCT
american_scientific_journal-7381	320	1	[	[	X
american_scientific_journal-7381	320	2	7	7	X
american_scientific_journal-7381	320	3	]	]	X
american_scientific_journal-7381	320	4	y.	y.	PROPN
american_scientific_journal-7381	320	5	a.	a.	PROPN
american_scientific_journal-7381	320	6	alshehri	alshehri	PROPN
american_scientific_journal-7381	320	7	,	,	PUNCT
american_scientific_journal-7381	320	8	k.	k.	PROPN
american_scientific_journal-7381	320	9	goseva	goseva	PROPN
american_scientific_journal-7381	320	10	-	-	PUNCT
american_scientific_journal-7381	320	11	popstojanova	popstojanova	PROPN
american_scientific_journal-7381	320	12	,	,	PUNCT
american_scientific_journal-7381	320	13	d.	d.	PROPN
american_scientific_journal-7381	320	14	g.	g.	PROPN
american_scientific_journal-7381	320	15	dzielski	dzielski	PROPN
american_scientific_journal-7381	320	16	,	,	PUNCT
american_scientific_journal-7381	320	17	and	and	CCONJ
american_scientific_journal-7381	320	18	t.	t.	PROPN
american_scientific_journal-7381	320	19	devine	devine	PROPN
american_scientific_journal-7381	320	20	,	,	PUNCT
american_scientific_journal-7381	320	21	“	"	PUNCT
american_scientific_journal-7381	320	22	applying	apply	VERB
american_scientific_journal-7381	320	23	machine	machine	NOUN
american_scientific_journal-7381	320	24	learning	learn	VERB
american_scientific_journal-7381	320	25	to	to	PART
american_scientific_journal-7381	320	26	predict	predict	VERB
american_scientific_journal-7381	320	27	software	software	NOUN
american_scientific_journal-7381	320	28	fault	fault	VERB
american_scientific_journal-7381	320	29	proneness	proneness	NOUN
american_scientific_journal-7381	320	30	using	use	VERB
american_scientific_journal-7381	320	31	change	change	NOUN
american_scientific_journal-7381	320	32	metrics	metric	NOUN
american_scientific_journal-7381	320	33	,	,	PUNCT
american_scientific_journal-7381	320	34	static	static	ADJ
american_scientific_journal-7381	320	35	code	code	NOUN
american_scientific_journal-7381	320	36	metrics	metric	NOUN
american_scientific_journal-7381	320	37	,	,	PUNCT
american_scientific_journal-7381	320	38	and	and	CCONJ
american_scientific_journal-7381	320	39	a	a	DET
american_scientific_journal-7381	320	40	combination	combination	NOUN
american_scientific_journal-7381	320	41	of	of	ADP
american_scientific_journal-7381	320	42	them	they	PRON
american_scientific_journal-7381	320	43	,	,	PUNCT
american_scientific_journal-7381	320	44	”	"	PUNCT
american_scientific_journal-7381	320	45	in	in	ADP
american_scientific_journal-7381	320	46	southeastcon	southeastcon	PROPN
american_scientific_journal-7381	320	47	2018	2018	NUM
american_scientific_journal-7381	320	48	,	,	PUNCT
american_scientific_journal-7381	320	49	2018	2018	NUM
american_scientific_journal-7381	320	50	,	,	PUNCT
american_scientific_journal-7381	320	51	pp	pp	ADV
american_scientific_journal-7381	320	52	.	.	PUNCT
american_scientific_journal-7381	321	1	1–7	1–7	NUM
american_scientific_journal-7381	321	2	,	,	PUNCT
american_scientific_journal-7381	321	3	doi	doi	NOUN
american_scientific_journal-7381	321	4	:	:	PUNCT
american_scientific_journal-7381	321	5	10.1109	10.1109	NUM
american_scientific_journal-7381	321	6	/	/	SYM
american_scientific_journal-7381	321	7	secon.2018.8478911	secon.2018.8478911	NOUN
american_scientific_journal-7381	321	8	.	.	PUNCT
american_scientific_journal-7381	322	1	[	[	X
american_scientific_journal-7381	322	2	8	8	NUM
american_scientific_journal-7381	322	3	]	]	PUNCT
american_scientific_journal-7381	322	4	p.	p.	NOUN
american_scientific_journal-7381	322	5	d.	d.	PROPN
american_scientific_journal-7381	322	6	singh	singh	PROPN
american_scientific_journal-7381	322	7	and	and	CCONJ
american_scientific_journal-7381	322	8	a.	a.	NOUN
american_scientific_journal-7381	322	9	chug	chug	VERB
american_scientific_journal-7381	322	10	,	,	PUNCT
american_scientific_journal-7381	322	11	“	"	PUNCT
american_scientific_journal-7381	322	12	software	software	NOUN
american_scientific_journal-7381	322	13	defect	defect	NOUN
american_scientific_journal-7381	322	14	prediction	prediction	NOUN
american_scientific_journal-7381	322	15	analysis	analysis	NOUN
american_scientific_journal-7381	322	16	using	use	VERB
american_scientific_journal-7381	322	17	machine	machine	NOUN
american_scientific_journal-7381	322	18	learning	learning	NOUN
american_scientific_journal-7381	322	19	algorithms	algorithm	NOUN
american_scientific_journal-7381	322	20	,	,	PUNCT
american_scientific_journal-7381	322	21	”	"	PUNCT
american_scientific_journal-7381	322	22	in	in	ADP
american_scientific_journal-7381	322	23	2017	2017	NUM
american_scientific_journal-7381	322	24	7th	7th	ADJ
american_scientific_journal-7381	322	25	international	international	ADJ
american_scientific_journal-7381	322	26	conference	conference	NOUN
american_scientific_journal-7381	322	27	on	on	ADP
american_scientific_journal-7381	322	28	cloud	cloud	NOUN
american_scientific_journal-7381	322	29	computing	computing	NOUN
american_scientific_journal-7381	322	30	,	,	PUNCT
american_scientific_journal-7381	322	31	data	data	NOUN
american_scientific_journal-7381	322	32	science	science	PROPN
american_scientific_journal-7381	322	33	&	&	CCONJ
american_scientific_journal-7381	322	34	engineering	engineering	PROPN
american_scientific_journal-7381	322	35	confluence	confluence	NOUN
american_scientific_journal-7381	322	36	,	,	PUNCT
american_scientific_journal-7381	322	37	2017	2017	NUM
american_scientific_journal-7381	322	38	,	,	PUNCT
american_scientific_journal-7381	322	39	pp	pp	ADJ
american_scientific_journal-7381	322	40	.	.	PUNCT
american_scientific_journal-7381	323	1	775–781	775–781	NUM
american_scientific_journal-7381	323	2	,	,	PUNCT
american_scientific_journal-7381	323	3	doi	doi	NOUN
american_scientific_journal-7381	323	4	:	:	PUNCT
american_scientific_journal-7381	323	5	10.1109	10.1109	NUM
american_scientific_journal-7381	323	6	/	/	SYM
american_scientific_journal-7381	323	7	confluence.2017.7943255	confluence.2017.7943255	NOUN
american_scientific_journal-7381	323	8	.	.	PUNCT
american_scientific_journal-7381	324	1	[	[	X
american_scientific_journal-7381	324	2	9	9	NUM
american_scientific_journal-7381	324	3	]	]	X
american_scientific_journal-7381	324	4	d.	d.	PROPN
american_scientific_journal-7381	324	5	mao	mao	PROPN
american_scientific_journal-7381	324	6	,	,	PUNCT
american_scientific_journal-7381	324	7	l.	l.	PROPN
american_scientific_journal-7381	324	8	chen	chen	PROPN
american_scientific_journal-7381	324	9	,	,	PUNCT
american_scientific_journal-7381	324	10	and	and	CCONJ
american_scientific_journal-7381	324	11	l.	l.	PROPN
american_scientific_journal-7381	324	12	zhang	zhang	PROPN
american_scientific_journal-7381	324	13	,	,	PUNCT
american_scientific_journal-7381	324	14	“	"	PUNCT
american_scientific_journal-7381	324	15	an	an	DET
american_scientific_journal-7381	324	16	extensive	extensive	ADJ
american_scientific_journal-7381	324	17	study	study	NOUN
american_scientific_journal-7381	324	18	on	on	ADP
american_scientific_journal-7381	324	19	cross	cross	ADJ
american_scientific_journal-7381	324	20	-	-	ADJ
american_scientific_journal-7381	324	21	project	project	ADJ
american_scientific_journal-7381	324	22	predictive	predictive	ADJ
american_scientific_journal-7381	324	23	mutation	mutation	NOUN
american_scientific_journal-7381	324	24	testing	testing	NOUN
american_scientific_journal-7381	324	25	,	,	PUNCT
american_scientific_journal-7381	324	26	”	"	PUNCT
american_scientific_journal-7381	324	27	in	in	ADP
american_scientific_journal-7381	324	28	2019	2019	NUM
american_scientific_journal-7381	324	29	12th	12th	NOUN
american_scientific_journal-7381	324	30	ieee	ieee	NOUN
american_scientific_journal-7381	324	31	conference	conference	NOUN
american_scientific_journal-7381	324	32	on	on	ADP
american_scientific_journal-7381	324	33	software	software	NOUN
american_scientific_journal-7381	324	34	testing	testing	NOUN
american_scientific_journal-7381	324	35	,	,	PUNCT
american_scientific_journal-7381	324	36	validation	validation	NOUN
american_scientific_journal-7381	324	37	and	and	CCONJ
american_scientific_journal-7381	324	38	verification	verification	NOUN
american_scientific_journal-7381	324	39	(	(	PUNCT
american_scientific_journal-7381	324	40	icst	icst	PROPN
american_scientific_journal-7381	324	41	)	)	PUNCT
american_scientific_journal-7381	324	42	,	,	PUNCT
american_scientific_journal-7381	324	43	2019	2019	NUM
american_scientific_journal-7381	324	44	,	,	PUNCT
american_scientific_journal-7381	324	45	pp	pp	ADV
american_scientific_journal-7381	324	46	.	.	PUNCT
american_scientific_journal-7381	325	1	160–171	160–171	NUM
american_scientific_journal-7381	325	2	,	,	PUNCT
american_scientific_journal-7381	325	3	doi	doi	NOUN
american_scientific_journal-7381	325	4	:	:	PUNCT
american_scientific_journal-7381	325	5	10.1109	10.1109	NUM
american_scientific_journal-7381	325	6	/	/	SYM
american_scientific_journal-7381	325	7	icst.2019.00025	icst.2019.00025	ADJ
american_scientific_journal-7381	325	8	.	.	PUNCT
american_scientific_journal-7381	326	1	[	[	X
american_scientific_journal-7381	326	2	10	10	NUM
american_scientific_journal-7381	326	3	]	]	X
american_scientific_journal-7381	326	4	h.	h.	NOUN
american_scientific_journal-7381	326	5	sultanov	sultanov	PROPN
american_scientific_journal-7381	326	6	and	and	CCONJ
american_scientific_journal-7381	326	7	j.	j.	PROPN
american_scientific_journal-7381	326	8	h.	h.	PROPN
american_scientific_journal-7381	326	9	hayes	hayes	PROPN
american_scientific_journal-7381	326	10	,	,	PUNCT
american_scientific_journal-7381	326	11	“	"	PUNCT
american_scientific_journal-7381	326	12	application	application	NOUN
american_scientific_journal-7381	326	13	of	of	ADP
american_scientific_journal-7381	326	14	reinforcement	reinforcement	NOUN
american_scientific_journal-7381	326	15	learning	learning	NOUN
american_scientific_journal-7381	326	16	to	to	ADP
american_scientific_journal-7381	326	17	requirements	requirement	NOUN
american_scientific_journal-7381	326	18	engineering	engineering	NOUN
american_scientific_journal-7381	326	19	:	:	PUNCT
american_scientific_journal-7381	326	20	requirements	requirement	NOUN
american_scientific_journal-7381	326	21	tracing	trace	VERB
american_scientific_journal-7381	326	22	,	,	PUNCT
american_scientific_journal-7381	326	23	”	"	PUNCT
american_scientific_journal-7381	326	24	in	in	ADP
american_scientific_journal-7381	326	25	2013	2013	NUM
american_scientific_journal-7381	326	26	21st	21st	NOUN
american_scientific_journal-7381	326	27	ieee	ieee	NOUN
american_scientific_journal-7381	326	28	international	international	ADJ
american_scientific_journal-7381	326	29	requirements	requirement	NOUN
american_scientific_journal-7381	326	30	engineering	engineering	NOUN
american_scientific_journal-7381	326	31	conference	conference	NOUN
american_scientific_journal-7381	326	32	(	(	PUNCT
american_scientific_journal-7381	326	33	re	re	NOUN
american_scientific_journal-7381	326	34	)	)	PUNCT
american_scientific_journal-7381	326	35	,	,	PUNCT
american_scientific_journal-7381	326	36	2013	2013	NUM
american_scientific_journal-7381	326	37	,	,	PUNCT
american_scientific_journal-7381	326	38	pp	pp	ADJ
american_scientific_journal-7381	326	39	.	.	PUNCT
american_scientific_journal-7381	327	1	52–61	52–61	NUM
american_scientific_journal-7381	327	2	,	,	PUNCT
american_scientific_journal-7381	327	3	doi	doi	NOUN
american_scientific_journal-7381	327	4	:	:	PUNCT
american_scientific_journal-7381	327	5	10.1109	10.1109	NUM
american_scientific_journal-7381	327	6	/	/	SYM
american_scientific_journal-7381	327	7	re.2013.6636705	re.2013.6636705	NOUN
american_scientific_journal-7381	327	8	.	.	PUNCT
american_scientific_journal-7381	328	1	[	[	X
american_scientific_journal-7381	328	2	11	11	NUM
american_scientific_journal-7381	328	3	]	]	X
american_scientific_journal-7381	328	4	e.	e.	PROPN
american_scientific_journal-7381	328	5	ronchieri	ronchieri	PROPN
american_scientific_journal-7381	328	6	,	,	PUNCT
american_scientific_journal-7381	328	7	m.	m.	NOUN
american_scientific_journal-7381	328	8	canaparo	canaparo	NOUN
american_scientific_journal-7381	328	9	,	,	PUNCT
american_scientific_journal-7381	328	10	a.	a.	PROPN
american_scientific_journal-7381	328	11	costantini	costantini	PROPN
american_scientific_journal-7381	328	12	,	,	PUNCT
american_scientific_journal-7381	328	13	and	and	CCONJ
american_scientific_journal-7381	328	14	d.	d.	PROPN
american_scientific_journal-7381	328	15	c.	c.	PROPN
american_scientific_journal-7381	328	16	duma	duma	PROPN
american_scientific_journal-7381	328	17	,	,	PUNCT
american_scientific_journal-7381	328	18	“	"	PUNCT
american_scientific_journal-7381	328	19	data	data	NOUN
american_scientific_journal-7381	328	20	mining	mining	NOUN
american_scientific_journal-7381	328	21	techniques	technique	NOUN
american_scientific_journal-7381	328	22	for	for	ADP
american_scientific_journal-7381	328	23	software	software	NOUN
american_scientific_journal-7381	328	24	quality	quality	NOUN
american_scientific_journal-7381	328	25	prediction	prediction	NOUN
american_scientific_journal-7381	328	26	:	:	PUNCT
american_scientific_journal-7381	328	27	a	a	DET
american_scientific_journal-7381	328	28	comparative	comparative	ADJ
american_scientific_journal-7381	328	29	study	study	NOUN
american_scientific_journal-7381	328	30	,	,	PUNCT
american_scientific_journal-7381	328	31	”	"	PUNCT
american_scientific_journal-7381	328	32	in	in	ADP
american_scientific_journal-7381	328	33	2018	2018	NUM
american_scientific_journal-7381	328	34	ieee	ieee	NOUN
american_scientific_journal-7381	328	35	nuclear	nuclear	ADJ
american_scientific_journal-7381	328	36	science	science	NOUN
american_scientific_journal-7381	328	37	symposium	symposium	NOUN
american_scientific_journal-7381	328	38	and	and	CCONJ
american_scientific_journal-7381	328	39	medical	medical	ADJ
american_scientific_journal-7381	328	40	imaging	imaging	NOUN
american_scientific_journal-7381	328	41	conference	conference	NOUN
american_scientific_journal-7381	328	42	proceedings	proceeding	NOUN
american_scientific_journal-7381	328	43	(	(	PUNCT
american_scientific_journal-7381	328	44	nss	nss	NOUN
american_scientific_journal-7381	328	45	/	/	SYM
american_scientific_journal-7381	328	46	mic	mic	NOUN
american_scientific_journal-7381	328	47	)	)	PUNCT
american_scientific_journal-7381	328	48	,	,	PUNCT
american_scientific_journal-7381	328	49	2018	2018	NUM
american_scientific_journal-7381	328	50	,	,	PUNCT
american_scientific_journal-7381	328	51	pp	pp	ADJ
american_scientific_journal-7381	328	52	.	.	PUNCT
american_scientific_journal-7381	329	1	1–2	1–2	NUM
american_scientific_journal-7381	329	2	,	,	PUNCT
american_scientific_journal-7381	329	3	doi	doi	NOUN
american_scientific_journal-7381	329	4	:	:	PUNCT
american_scientific_journal-7381	329	5	10.1109	10.1109	NUM
american_scientific_journal-7381	329	6	/	/	SYM
american_scientific_journal-7381	329	7	nssmic.2018.8824313	nssmic.2018.8824313	PROPN
american_scientific_journal-7381	329	8	.	.	PUNCT
american_scientific_journal-7381	330	1	[	[	X
american_scientific_journal-7381	330	2	12	12	NUM
american_scientific_journal-7381	330	3	]	]	X
american_scientific_journal-7381	330	4	h.	h.	PROPN
american_scientific_journal-7381	330	5	lounis	lounis	PROPN
american_scientific_journal-7381	330	6	,	,	PUNCT
american_scientific_journal-7381	330	7	t.	t.	PROPN
american_scientific_journal-7381	330	8	f.	f.	PROPN
american_scientific_journal-7381	330	9	gayed	gaye	VERB
american_scientific_journal-7381	330	10	,	,	PUNCT
american_scientific_journal-7381	330	11	and	and	CCONJ
american_scientific_journal-7381	330	12	m.	m.	NOUN
american_scientific_journal-7381	330	13	boukadoum	boukadoum	NOUN
american_scientific_journal-7381	330	14	,	,	PUNCT
american_scientific_journal-7381	330	15	“	"	PUNCT
american_scientific_journal-7381	330	16	machine	machine	NOUN
american_scientific_journal-7381	330	17	-	-	PUNCT
american_scientific_journal-7381	330	18	learning	learn	VERB
american_scientific_journal-7381	330	19	models	model	NOUN
american_scientific_journal-7381	330	20	for	for	ADP
american_scientific_journal-7381	330	21	software	software	NOUN
american_scientific_journal-7381	330	22	quality	quality	NOUN
american_scientific_journal-7381	330	23	:	:	PUNCT
american_scientific_journal-7381	330	24	a	a	DET
american_scientific_journal-7381	330	25	compromise	compromise	NOUN
american_scientific_journal-7381	330	26	between	between	ADP
american_scientific_journal-7381	330	27	performance	performance	NOUN
american_scientific_journal-7381	330	28	and	and	CCONJ
american_scientific_journal-7381	330	29	intelligibility	intelligibility	NOUN
american_scientific_journal-7381	330	30	,	,	PUNCT
american_scientific_journal-7381	330	31	”	"	PUNCT
american_scientific_journal-7381	330	32	in	in	ADP
american_scientific_journal-7381	330	33	2011	2011	NUM
american_scientific_journal-7381	330	34	ieee	ieee	NOUN
american_scientific_journal-7381	330	35	23rd	23rd	ADJ
american_scientific_journal-7381	330	36	international	international	ADJ
american_scientific_journal-7381	330	37	conference	conference	NOUN
american_scientific_journal-7381	330	38	on	on	ADP
american_scientific_journal-7381	330	39	tools	tool	NOUN
american_scientific_journal-7381	330	40	with	with	ADP
american_scientific_journal-7381	330	41	artificial	artificial	ADJ
american_scientific_journal-7381	330	42	intelligence	intelligence	NOUN
american_scientific_journal-7381	330	43	,	,	PUNCT
american_scientific_journal-7381	330	44	2011	2011	NUM
american_scientific_journal-7381	330	45	,	,	PUNCT
american_scientific_journal-7381	330	46	pp	pp	ADV
american_scientific_journal-7381	330	47	.	.	PUNCT
american_scientific_journal-7381	331	1	919–921	919–921	NUM
american_scientific_journal-7381	331	2	,	,	PUNCT
american_scientific_journal-7381	331	3	doi	doi	NOUN
american_scientific_journal-7381	331	4	:	:	PUNCT
american_scientific_journal-7381	331	5	10.1109	10.1109	NUM
american_scientific_journal-7381	331	6	/	/	SYM
american_scientific_journal-7381	331	7	ictai.2011.155	ictai.2011.155	PROPN
american_scientific_journal-7381	331	8	.	.	PROPN
american_scientific_journal-7381	331	9	american	american	PROPN
american_scientific_journal-7381	331	10	academic	academic	ADJ
american_scientific_journal-7381	331	11	scientific	scientific	ADJ
american_scientific_journal-7381	331	12	research	research	NOUN
american_scientific_journal-7381	331	13	journal	journal	NOUN
american_scientific_journal-7381	331	14	for	for	ADP
american_scientific_journal-7381	331	15	engineering	engineering	NOUN
american_scientific_journal-7381	331	16	,	,	PUNCT
american_scientific_journal-7381	331	17	technology	technology	NOUN
american_scientific_journal-7381	331	18	,	,	PUNCT
american_scientific_journal-7381	331	19	and	and	CCONJ
american_scientific_journal-7381	331	20	sciences	science	NOUN
american_scientific_journal-7381	331	21	(	(	PUNCT
american_scientific_journal-7381	331	22	asrjets	asrjet	NOUN
american_scientific_journal-7381	331	23	)	)	PUNCT
american_scientific_journal-7381	331	24	(	(	PUNCT
american_scientific_journal-7381	332	1	2022)volume	2022)volume	NUM
american_scientific_journal-7381	332	2	85	85	NUM
american_scientific_journal-7381	332	3	,	,	PUNCT
american_scientific_journal-7381	332	4	no1	no1	NOUN
american_scientific_journal-7381	332	5	,	,	PUNCT
american_scientific_journal-7381	332	6	pp	pp	ADP
american_scientific_journal-7381	332	7	370396	370396	NUM
american_scientific_journal-7381	332	8	392	392	NUM
american_scientific_journal-7381	332	9	[	[	X
american_scientific_journal-7381	332	10	13	13	NUM
american_scientific_journal-7381	332	11	]	]	PUNCT
american_scientific_journal-7381	332	12	s.	s.	PROPN
american_scientific_journal-7381	332	13	agarwal	agarwal	PROPN
american_scientific_journal-7381	332	14	,	,	PUNCT
american_scientific_journal-7381	332	15	s.	s.	PROPN
american_scientific_journal-7381	332	16	gupta	gupta	PROPN
american_scientific_journal-7381	332	17	,	,	PUNCT
american_scientific_journal-7381	332	18	r.	r.	PROPN
american_scientific_journal-7381	332	19	aggarwal	aggarwal	PROPN
american_scientific_journal-7381	332	20	,	,	PUNCT
american_scientific_journal-7381	332	21	s.	s.	PROPN
american_scientific_journal-7381	332	22	maheshwari	maheshwari	PROPN
american_scientific_journal-7381	332	23	,	,	PUNCT
american_scientific_journal-7381	332	24	l.	l.	PROPN
american_scientific_journal-7381	332	25	goel	goel	PROPN
american_scientific_journal-7381	332	26	,	,	PUNCT
american_scientific_journal-7381	332	27	and	and	CCONJ
american_scientific_journal-7381	332	28	s.	s.	PROPN
american_scientific_journal-7381	332	29	gupta	gupta	PROPN
american_scientific_journal-7381	332	30	,	,	PUNCT
american_scientific_journal-7381	332	31	“	"	PUNCT
american_scientific_journal-7381	332	32	substantiation	substantiation	NOUN
american_scientific_journal-7381	332	33	of	of	ADP
american_scientific_journal-7381	332	34	software	software	NOUN
american_scientific_journal-7381	332	35	defect	defect	NOUN
american_scientific_journal-7381	332	36	prediction	prediction	NOUN
american_scientific_journal-7381	332	37	using	use	VERB
american_scientific_journal-7381	332	38	statistical	statistical	ADJ
american_scientific_journal-7381	332	39	learning	learning	NOUN
american_scientific_journal-7381	332	40	:	:	PUNCT
american_scientific_journal-7381	332	41	an	an	DET
american_scientific_journal-7381	332	42	empirical	empirical	ADJ
american_scientific_journal-7381	332	43	study	study	NOUN
american_scientific_journal-7381	332	44	,	,	PUNCT
american_scientific_journal-7381	332	45	”	"	PUNCT
american_scientific_journal-7381	332	46	in	in	ADP
american_scientific_journal-7381	332	47	2019	2019	NUM
american_scientific_journal-7381	332	48	4th	4th	ADJ
american_scientific_journal-7381	332	49	international	international	ADJ
american_scientific_journal-7381	332	50	conference	conference	NOUN
american_scientific_journal-7381	332	51	on	on	ADP
american_scientific_journal-7381	332	52	internet	internet	NOUN
american_scientific_journal-7381	332	53	of	of	ADP
american_scientific_journal-7381	332	54	things	thing	NOUN
american_scientific_journal-7381	332	55	:	:	PUNCT
american_scientific_journal-7381	332	56	smart	smart	ADJ
american_scientific_journal-7381	332	57	innovation	innovation	NOUN
american_scientific_journal-7381	332	58	and	and	CCONJ
american_scientific_journal-7381	332	59	usages	usage	NOUN
american_scientific_journal-7381	332	60	(	(	PUNCT
american_scientific_journal-7381	332	61	iot	iot	ADJ
american_scientific_journal-7381	332	62	-	-	PUNCT
american_scientific_journal-7381	332	63	siu	siu	NOUN
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american_scientific_journal-7381	332	65	,	,	PUNCT
american_scientific_journal-7381	332	66	2019	2019	NUM
american_scientific_journal-7381	332	67	,	,	PUNCT
american_scientific_journal-7381	332	68	pp	pp	ADJ
american_scientific_journal-7381	332	69	.	.	PUNCT
american_scientific_journal-7381	333	1	1–6	1–6	NUM
american_scientific_journal-7381	333	2	,	,	PUNCT
american_scientific_journal-7381	333	3	doi	doi	NOUN
american_scientific_journal-7381	333	4	:	:	PUNCT
american_scientific_journal-7381	333	5	10.1109	10.1109	NUM
american_scientific_journal-7381	333	6	/	/	SYM
american_scientific_journal-7381	333	7	iot	iot	NOUN
american_scientific_journal-7381	333	8	-	-	PUNCT
american_scientific_journal-7381	333	9	siu.2019.8777507	siu.2019.8777507	NOUN
american_scientific_journal-7381	333	10	.	.	PUNCT
american_scientific_journal-7381	334	1	[	[	X
american_scientific_journal-7381	334	2	14	14	NUM
american_scientific_journal-7381	334	3	]	]	X
american_scientific_journal-7381	334	4	r.	r.	PROPN
american_scientific_journal-7381	334	5	rana	rana	PROPN
american_scientific_journal-7381	334	6	and	and	CCONJ
american_scientific_journal-7381	334	7	m.	m.	NOUN
american_scientific_journal-7381	334	8	staron	staron	PROPN
american_scientific_journal-7381	334	9	,	,	PUNCT
american_scientific_journal-7381	334	10	“	"	PUNCT
american_scientific_journal-7381	334	11	machine	machine	NOUN
american_scientific_journal-7381	334	12	learning	learn	VERB
american_scientific_journal-7381	334	13	approach	approach	NOUN
american_scientific_journal-7381	334	14	for	for	ADP
american_scientific_journal-7381	334	15	quality	quality	NOUN
american_scientific_journal-7381	334	16	assessment	assessment	NOUN
american_scientific_journal-7381	334	17	and	and	CCONJ
american_scientific_journal-7381	334	18	prediction	prediction	NOUN
american_scientific_journal-7381	334	19	in	in	ADP
american_scientific_journal-7381	334	20	large	large	ADJ
american_scientific_journal-7381	334	21	software	software	NOUN
american_scientific_journal-7381	334	22	organizations	organization	NOUN
american_scientific_journal-7381	334	23	,	,	PUNCT
american_scientific_journal-7381	334	24	”	"	PUNCT
american_scientific_journal-7381	334	25	in	in	ADP
american_scientific_journal-7381	334	26	2015	2015	NUM
american_scientific_journal-7381	334	27	6th	6th	NOUN
american_scientific_journal-7381	334	28	ieee	ieee	NOUN
american_scientific_journal-7381	334	29	international	international	ADJ
american_scientific_journal-7381	334	30	conference	conference	NOUN
american_scientific_journal-7381	334	31	on	on	ADP
american_scientific_journal-7381	334	32	software	software	NOUN
american_scientific_journal-7381	334	33	engineering	engineering	NOUN
american_scientific_journal-7381	334	34	and	and	CCONJ
american_scientific_journal-7381	334	35	service	service	NOUN
american_scientific_journal-7381	334	36	science	science	NOUN
american_scientific_journal-7381	334	37	(	(	PUNCT
american_scientific_journal-7381	334	38	icsess	icsess	NOUN
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american_scientific_journal-7381	334	40	,	,	PUNCT
american_scientific_journal-7381	334	41	2015	2015	NUM
american_scientific_journal-7381	334	42	,	,	PUNCT
american_scientific_journal-7381	334	43	pp	pp	ADJ
american_scientific_journal-7381	334	44	.	.	PUNCT
american_scientific_journal-7381	335	1	1098–1101	1098–1101	NUM
american_scientific_journal-7381	335	2	,	,	PUNCT
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american_scientific_journal-7381	335	4	:	:	PUNCT
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american_scientific_journal-7381	335	6	/	/	SYM
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american_scientific_journal-7381	335	8	.	.	PUNCT
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american_scientific_journal-7381	336	4	m.	m.	NOUN
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american_scientific_journal-7381	336	9	,	,	PUNCT
american_scientific_journal-7381	336	10	“	"	PUNCT
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american_scientific_journal-7381	336	12	-	-	PUNCT
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american_scientific_journal-7381	336	14	software	software	NOUN
american_scientific_journal-7381	336	15	effort	effort	NOUN
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american_scientific_journal-7381	336	17	using	use	VERB
american_scientific_journal-7381	336	18	machine	machine	NOUN
american_scientific_journal-7381	336	19	learning	learning	NOUN
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american_scientific_journal-7381	336	21	,	,	PUNCT
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american_scientific_journal-7381	336	23	in	in	ADP
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american_scientific_journal-7381	336	25	international	international	ADJ
american_scientific_journal-7381	336	26	conference	conference	NOUN
american_scientific_journal-7381	336	27	on	on	ADP
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american_scientific_journal-7381	336	30	intelligence	intelligence	NOUN
american_scientific_journal-7381	336	31	for	for	ADP
american_scientific_journal-7381	336	32	informatics	informatic	NOUN
american_scientific_journal-7381	336	33	,	,	PUNCT
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american_scientific_journal-7381	336	35	,	,	PUNCT
american_scientific_journal-7381	336	36	and	and	CCONJ
american_scientific_journal-7381	336	37	technologies	technology	NOUN
american_scientific_journal-7381	336	38	(	(	PUNCT
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american_scientific_journal-7381	336	41	,	,	PUNCT
american_scientific_journal-7381	336	42	2018	2018	NUM
american_scientific_journal-7381	336	43	,	,	PUNCT
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american_scientific_journal-7381	337	1	1–3	1–3	NUM
american_scientific_journal-7381	337	2	,	,	PUNCT
american_scientific_journal-7381	337	3	doi	doi	NOUN
american_scientific_journal-7381	337	4	:	:	PUNCT
american_scientific_journal-7381	337	5	10.1109/3ict.2018.8855752	10.1109/3ict.2018.8855752	NUM
american_scientific_journal-7381	337	6	.	.	PUNCT
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american_scientific_journal-7381	338	7	,	,	PUNCT
american_scientific_journal-7381	338	8	“	"	PUNCT
american_scientific_journal-7381	338	9	artificial	artificial	ADJ
american_scientific_journal-7381	338	10	intelligence	intelligence	NOUN
american_scientific_journal-7381	338	11	techniques	technique	NOUN
american_scientific_journal-7381	338	12	in	in	ADP
american_scientific_journal-7381	338	13	software	software	NOUN
american_scientific_journal-7381	338	14	engineering	engineering	NOUN
american_scientific_journal-7381	338	15	for	for	ADP
american_scientific_journal-7381	338	16	automated	automate	VERB
american_scientific_journal-7381	338	17	software	software	NOUN
american_scientific_journal-7381	338	18	reuse	reuse	NOUN
american_scientific_journal-7381	338	19	and	and	CCONJ
american_scientific_journal-7381	338	20	design	design	NOUN
american_scientific_journal-7381	338	21	,	,	PUNCT
american_scientific_journal-7381	338	22	”	"	PUNCT
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american_scientific_journal-7381	338	24	2018	2018	NUM
american_scientific_journal-7381	338	25	4th	4th	ADJ
american_scientific_journal-7381	338	26	international	international	ADJ
american_scientific_journal-7381	338	27	conference	conference	NOUN
american_scientific_journal-7381	338	28	on	on	ADP
american_scientific_journal-7381	338	29	computing	compute	VERB
american_scientific_journal-7381	338	30	communication	communication	NOUN
american_scientific_journal-7381	338	31	and	and	CCONJ
american_scientific_journal-7381	338	32	automation	automation	NOUN
american_scientific_journal-7381	338	33	(	(	PUNCT
american_scientific_journal-7381	338	34	iccca	iccca	NOUN
american_scientific_journal-7381	338	35	)	)	PUNCT
american_scientific_journal-7381	338	36	,	,	PUNCT
american_scientific_journal-7381	338	37	2018	2018	NUM
american_scientific_journal-7381	338	38	,	,	PUNCT
american_scientific_journal-7381	338	39	pp	pp	ADJ
american_scientific_journal-7381	338	40	.	.	PUNCT
american_scientific_journal-7381	339	1	1–4	1–4	NUM
american_scientific_journal-7381	339	2	,	,	PUNCT
american_scientific_journal-7381	339	3	doi	doi	NOUN
american_scientific_journal-7381	339	4	:	:	PUNCT
american_scientific_journal-7381	339	5	10.1109	10.1109	NUM
american_scientific_journal-7381	339	6	/	/	SYM
american_scientific_journal-7381	339	7	ccaa.2018.8777584	ccaa.2018.8777584	NOUN
american_scientific_journal-7381	339	8	.	.	PUNCT
american_scientific_journal-7381	340	1	[	[	X
american_scientific_journal-7381	340	2	17	17	NUM
american_scientific_journal-7381	340	3	]	]	X
american_scientific_journal-7381	340	4	n.	n.	PROPN
american_scientific_journal-7381	340	5	nascimento	nascimento	PROPN
american_scientific_journal-7381	340	6	,	,	PUNCT
american_scientific_journal-7381	340	7	p.	p.	PROPN
american_scientific_journal-7381	340	8	alencar	alencar	PROPN
american_scientific_journal-7381	340	9	,	,	PUNCT
american_scientific_journal-7381	340	10	c.	c.	PROPN
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american_scientific_journal-7381	340	12	,	,	PUNCT
american_scientific_journal-7381	340	13	and	and	CCONJ
american_scientific_journal-7381	340	14	d.	d.	PROPN
american_scientific_journal-7381	340	15	cowan	cowan	PROPN
american_scientific_journal-7381	340	16	,	,	PUNCT
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american_scientific_journal-7381	340	18	toward	toward	ADP
american_scientific_journal-7381	340	19	human	human	NOUN
american_scientific_journal-7381	340	20	-	-	PUNCT
american_scientific_journal-7381	340	21	in	in	ADP
american_scientific_journal-7381	340	22	-	-	PUNCT
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american_scientific_journal-7381	340	24	-	-	PUNCT
american_scientific_journal-7381	340	25	loop	loop	NOUN
american_scientific_journal-7381	340	26	collaboration	collaboration	NOUN
american_scientific_journal-7381	340	27	between	between	ADP
american_scientific_journal-7381	340	28	software	software	NOUN
american_scientific_journal-7381	340	29	engineers	engineer	NOUN
american_scientific_journal-7381	340	30	and	and	CCONJ
american_scientific_journal-7381	340	31	machine	machine	NOUN
american_scientific_journal-7381	340	32	learning	learning	NOUN
american_scientific_journal-7381	340	33	algorithms	algorithm	NOUN
american_scientific_journal-7381	340	34	,	,	PUNCT
american_scientific_journal-7381	340	35	”	"	PUNCT
american_scientific_journal-7381	340	36	in	in	ADP
american_scientific_journal-7381	340	37	2018	2018	NUM
american_scientific_journal-7381	340	38	ieee	ieee	NOUN
american_scientific_journal-7381	340	39	international	international	ADJ
american_scientific_journal-7381	340	40	conference	conference	NOUN
american_scientific_journal-7381	340	41	on	on	ADP
american_scientific_journal-7381	340	42	big	big	ADJ
american_scientific_journal-7381	340	43	data	datum	NOUN
american_scientific_journal-7381	340	44	(	(	PUNCT
american_scientific_journal-7381	340	45	big	big	ADJ
american_scientific_journal-7381	340	46	data	datum	NOUN
american_scientific_journal-7381	340	47	)	)	PUNCT
american_scientific_journal-7381	340	48	,	,	PUNCT
american_scientific_journal-7381	340	49	2018	2018	NUM
american_scientific_journal-7381	340	50	,	,	PUNCT
american_scientific_journal-7381	340	51	pp	pp	ADJ
american_scientific_journal-7381	340	52	.	.	PUNCT
american_scientific_journal-7381	341	1	3534–3540	3534–3540	NUM
american_scientific_journal-7381	341	2	,	,	PUNCT
american_scientific_journal-7381	341	3	doi	doi	NOUN
american_scientific_journal-7381	341	4	:	:	PUNCT
american_scientific_journal-7381	341	5	10.1109	10.1109	NUM
american_scientific_journal-7381	341	6	/	/	SYM
american_scientific_journal-7381	341	7	bigdata.2018.8622107	bigdata.2018.8622107	NOUN
american_scientific_journal-7381	341	8	.	.	PUNCT
american_scientific_journal-7381	342	1	[	[	X
american_scientific_journal-7381	342	2	18	18	NUM
american_scientific_journal-7381	342	3	]	]	X
american_scientific_journal-7381	342	4	s.	s.	PROPN
american_scientific_journal-7381	342	5	ghosh	ghosh	PROPN
american_scientific_journal-7381	342	6	,	,	PUNCT
american_scientific_journal-7381	342	7	a.	a.	PROPN
american_scientific_journal-7381	342	8	rana	rana	PROPN
american_scientific_journal-7381	342	9	,	,	PUNCT
american_scientific_journal-7381	342	10	and	and	CCONJ
american_scientific_journal-7381	342	11	v.	v.	ADP
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american_scientific_journal-7381	342	13	,	,	PUNCT
american_scientific_journal-7381	342	14	“	"	PUNCT
american_scientific_journal-7381	342	15	a	a	DET
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american_scientific_journal-7381	342	17	nonlinear	nonlinear	ADJ
american_scientific_journal-7381	342	18	manifold	manifold	ADJ
american_scientific_journal-7381	342	19	detection	detection	NOUN
american_scientific_journal-7381	342	20	approach	approach	NOUN
american_scientific_journal-7381	342	21	for	for	ADP
american_scientific_journal-7381	342	22	software	software	NOUN
american_scientific_journal-7381	342	23	defect	defect	NOUN
american_scientific_journal-7381	342	24	prediction	prediction	NOUN
american_scientific_journal-7381	342	25	,	,	PUNCT
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american_scientific_journal-7381	342	27	in	in	ADP
american_scientific_journal-7381	342	28	2018	2018	NUM
american_scientific_journal-7381	342	29	7th	7th	ADJ
american_scientific_journal-7381	342	30	international	international	ADJ
american_scientific_journal-7381	342	31	conference	conference	NOUN
american_scientific_journal-7381	342	32	on	on	ADP
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american_scientific_journal-7381	342	34	,	,	PUNCT
american_scientific_journal-7381	342	35	infocom	infocom	NOUN
american_scientific_journal-7381	342	36	technologies	technology	NOUN
american_scientific_journal-7381	342	37	and	and	CCONJ
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american_scientific_journal-7381	342	39	(	(	PUNCT
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american_scientific_journal-7381	342	41	and	and	CCONJ
american_scientific_journal-7381	342	42	future	future	ADJ
american_scientific_journal-7381	342	43	directions	direction	NOUN
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american_scientific_journal-7381	342	45	(	(	PUNCT
american_scientific_journal-7381	342	46	icrito	icrito	NOUN
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american_scientific_journal-7381	342	48	,	,	PUNCT
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american_scientific_journal-7381	342	50	,	,	PUNCT
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american_scientific_journal-7381	342	52	.	.	PUNCT
american_scientific_journal-7381	343	1	453–459	453–459	NUM
american_scientific_journal-7381	343	2	,	,	PUNCT
american_scientific_journal-7381	343	3	doi	doi	NOUN
american_scientific_journal-7381	343	4	:	:	PUNCT
american_scientific_journal-7381	343	5	10.1109	10.1109	NUM
american_scientific_journal-7381	343	6	/	/	SYM
american_scientific_journal-7381	343	7	icrito.2018.8748788	icrito.2018.8748788	NOUN
american_scientific_journal-7381	343	8	.	.	PUNCT
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american_scientific_journal-7381	344	2	19	19	NUM
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american_scientific_journal-7381	344	7	s.	s.	PROPN
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american_scientific_journal-7381	344	9	,	,	PUNCT
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american_scientific_journal-7381	344	14	in	in	ADP
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american_scientific_journal-7381	344	16	programs	program	NOUN
american_scientific_journal-7381	344	17	using	use	VERB
american_scientific_journal-7381	344	18	bernoulli	bernoulli	NOUN
american_scientific_journal-7381	344	19	divergences	divergence	NOUN
american_scientific_journal-7381	344	20	,	,	PUNCT
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american_scientific_journal-7381	344	22	in	in	ADP
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american_scientific_journal-7381	344	24	international	international	ADJ
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american_scientific_journal-7381	344	29	and	and	CCONJ
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american_scientific_journal-7381	344	32	,	,	PUNCT
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american_scientific_journal-7381	344	34	,	,	PUNCT
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american_scientific_journal-7381	345	2	.	.	PUNCT
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american_scientific_journal-7381	346	17	“	"	PUNCT
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american_scientific_journal-7381	346	26	and	and	CCONJ
american_scientific_journal-7381	346	27	machine	machine	NOUN
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american_scientific_journal-7381	346	29	:	:	PUNCT
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american_scientific_journal-7381	347	1	1–5	1–5	NUM
american_scientific_journal-7381	347	2	,	,	PUNCT
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american_scientific_journal-7381	347	4	:	:	PUNCT
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american_scientific_journal-7381	347	6	/	/	SYM
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american_scientific_journal-7381	347	8	.	.	PUNCT
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american_scientific_journal-7381	348	8	.	.	PROPN
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american_scientific_journal-7381	349	2	,	,	PUNCT
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american_scientific_journal-7381	349	4	,	,	PUNCT
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american_scientific_journal-7381	349	8	/	/	SYM
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american_scientific_journal-7381	350	36	,	,	PUNCT
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american_scientific_journal-7381	351	2	,	,	PUNCT
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american_scientific_journal-7381	351	4	:	:	PUNCT
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american_scientific_journal-7381	351	6	/	/	SYM
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american_scientific_journal-7381	352	3	scientific	scientific	ADJ
american_scientific_journal-7381	352	4	research	research	NOUN
american_scientific_journal-7381	352	5	journal	journal	NOUN
american_scientific_journal-7381	352	6	for	for	ADP
american_scientific_journal-7381	352	7	engineering	engineering	NOUN
american_scientific_journal-7381	352	8	,	,	PUNCT
american_scientific_journal-7381	352	9	technology	technology	NOUN
american_scientific_journal-7381	352	10	,	,	PUNCT
american_scientific_journal-7381	352	11	and	and	CCONJ
american_scientific_journal-7381	352	12	sciences	science	NOUN
american_scientific_journal-7381	352	13	(	(	PUNCT
american_scientific_journal-7381	352	14	asrjets	asrjet	NOUN
american_scientific_journal-7381	352	15	)	)	PUNCT
american_scientific_journal-7381	352	16	(	(	PUNCT
american_scientific_journal-7381	352	17	2022)volume	2022)volume	NUM
american_scientific_journal-7381	352	18	85	85	NUM
american_scientific_journal-7381	352	19	,	,	PUNCT
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american_scientific_journal-7381	352	21	,	,	PUNCT
american_scientific_journal-7381	352	22	pp	pp	ADP
american_scientific_journal-7381	352	23	370396	370396	NUM
american_scientific_journal-7381	352	24	393	393	NUM
american_scientific_journal-7381	353	1	[	[	X
american_scientific_journal-7381	353	2	23	23	NUM
american_scientific_journal-7381	353	3	]	]	PUNCT
american_scientific_journal-7381	353	4	l.	l.	PROPN
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american_scientific_journal-7381	353	6	and	and	CCONJ
american_scientific_journal-7381	353	7	a.	a.	NOUN
american_scientific_journal-7381	353	8	sureka	sureka	NOUN
american_scientific_journal-7381	353	9	,	,	PUNCT
american_scientific_journal-7381	353	10	“	"	PUNCT
american_scientific_journal-7381	353	11	feature	feature	NOUN
american_scientific_journal-7381	353	12	selection	selection	NOUN
american_scientific_journal-7381	353	13	techniques	technique	NOUN
american_scientific_journal-7381	353	14	to	to	PART
american_scientific_journal-7381	353	15	counter	counter	VERB
american_scientific_journal-7381	353	16	class	class	NOUN
american_scientific_journal-7381	353	17	imbalance	imbalance	NOUN
american_scientific_journal-7381	353	18	problem	problem	NOUN
american_scientific_journal-7381	353	19	for	for	ADP
american_scientific_journal-7381	353	20	aging	age	VERB
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american_scientific_journal-7381	353	23	prediction	prediction	NOUN
american_scientific_journal-7381	353	24	,	,	PUNCT
american_scientific_journal-7381	353	25	”	"	PUNCT
american_scientific_journal-7381	353	26	2018	2018	NUM
american_scientific_journal-7381	353	27	,	,	PUNCT
american_scientific_journal-7381	353	28	doi	doi	NOUN
american_scientific_journal-7381	353	29	:	:	PUNCT
american_scientific_journal-7381	353	30	10.1145/3172871.3172872	10.1145/3172871.3172872	NUM
american_scientific_journal-7381	353	31	.	.	PUNCT
american_scientific_journal-7381	354	1	[	[	X
american_scientific_journal-7381	354	2	24	24	NUM
american_scientific_journal-7381	354	3	]	]	X
american_scientific_journal-7381	354	4	g.	g.	PROPN
american_scientific_journal-7381	354	5	gabrani	gabrani	PROPN
american_scientific_journal-7381	354	6	and	and	CCONJ
american_scientific_journal-7381	354	7	n.	n.	PROPN
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american_scientific_journal-7381	354	9	,	,	PUNCT
american_scientific_journal-7381	354	10	“	"	PUNCT
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american_scientific_journal-7381	354	12	estimation	estimation	NOUN
american_scientific_journal-7381	354	13	models	model	NOUN
american_scientific_journal-7381	354	14	using	use	VERB
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american_scientific_journal-7381	354	16	learning	learn	VERB
american_scientific_journal-7381	354	17	algorithms	algorithm	NOUN
american_scientific_journal-7381	354	18	for	for	ADP
american_scientific_journal-7381	354	19	software	software	NOUN
american_scientific_journal-7381	354	20	development	development	NOUN
american_scientific_journal-7381	354	21	,	,	PUNCT
american_scientific_journal-7381	354	22	”	"	PUNCT
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american_scientific_journal-7381	354	24	2016	2016	NUM
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american_scientific_journal-7381	354	26	on	on	ADP
american_scientific_journal-7381	354	27	colossal	colossal	ADJ
american_scientific_journal-7381	354	28	data	datum	NOUN
american_scientific_journal-7381	354	29	analysis	analysis	NOUN
american_scientific_journal-7381	354	30	and	and	CCONJ
american_scientific_journal-7381	354	31	networking	networking	NOUN
american_scientific_journal-7381	354	32	(	(	PUNCT
american_scientific_journal-7381	354	33	cdan	cdan	PROPN
american_scientific_journal-7381	354	34	)	)	PUNCT
american_scientific_journal-7381	354	35	,	,	PUNCT
american_scientific_journal-7381	354	36	2016	2016	NUM
american_scientific_journal-7381	354	37	,	,	PUNCT
american_scientific_journal-7381	354	38	pp	pp	ADJ
american_scientific_journal-7381	354	39	.	.	PUNCT
american_scientific_journal-7381	354	40	1	1	NUM
american_scientific_journal-7381	354	41	–	–	PUNCT
american_scientific_journal-7381	354	42	6	6	NUM
american_scientific_journal-7381	354	43	,	,	PUNCT
american_scientific_journal-7381	354	44	doi	doi	NOUN
american_scientific_journal-7381	354	45	:	:	PUNCT
american_scientific_journal-7381	354	46	10.1109	10.1109	NUM
american_scientific_journal-7381	354	47	/	/	SYM
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american_scientific_journal-7381	354	49	.	.	PUNCT
american_scientific_journal-7381	355	1	[	[	X
american_scientific_journal-7381	355	2	25	25	NUM
american_scientific_journal-7381	355	3	]	]	X
american_scientific_journal-7381	355	4	c.	c.	PROPN
american_scientific_journal-7381	355	5	lopez	lopez	PROPN
american_scientific_journal-7381	355	6	-	-	PUNCT
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american_scientific_journal-7381	355	8	,	,	PUNCT
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american_scientific_journal-7381	355	11	,	,	PUNCT
american_scientific_journal-7381	355	12	a.	a.	PROPN
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american_scientific_journal-7381	355	14	-	-	PUNCT
american_scientific_journal-7381	355	15	floriano	floriano	PROPN
american_scientific_journal-7381	355	16	,	,	PUNCT
american_scientific_journal-7381	355	17	and	and	CCONJ
american_scientific_journal-7381	355	18	c.	c.	PROPN
american_scientific_journal-7381	355	19	yanez	yanez	PROPN
american_scientific_journal-7381	355	20	-	-	PUNCT
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american_scientific_journal-7381	355	22	,	,	PUNCT
american_scientific_journal-7381	355	23	“	"	PUNCT
american_scientific_journal-7381	355	24	support	support	NOUN
american_scientific_journal-7381	355	25	vector	vector	NOUN
american_scientific_journal-7381	355	26	regression	regression	NOUN
american_scientific_journal-7381	355	27	for	for	ADP
american_scientific_journal-7381	355	28	predicting	predict	VERB
american_scientific_journal-7381	355	29	the	the	DET
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american_scientific_journal-7381	355	31	duration	duration	NOUN
american_scientific_journal-7381	355	32	of	of	ADP
american_scientific_journal-7381	355	33	software	software	NOUN
american_scientific_journal-7381	355	34	projects	project	NOUN
american_scientific_journal-7381	355	35	,	,	PUNCT
american_scientific_journal-7381	355	36	”	"	PUNCT
american_scientific_journal-7381	355	37	in	in	ADP
american_scientific_journal-7381	355	38	2017	2017	NUM
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american_scientific_journal-7381	355	40	ieee	ieee	NOUN
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american_scientific_journal-7381	355	42	conference	conference	NOUN
american_scientific_journal-7381	355	43	on	on	ADP
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american_scientific_journal-7381	355	45	learning	learning	NOUN
american_scientific_journal-7381	355	46	and	and	CCONJ
american_scientific_journal-7381	355	47	applications	application	NOUN
american_scientific_journal-7381	355	48	(	(	PUNCT
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american_scientific_journal-7381	355	50	)	)	PUNCT
american_scientific_journal-7381	355	51	,	,	PUNCT
american_scientific_journal-7381	355	52	2017	2017	NUM
american_scientific_journal-7381	355	53	,	,	PUNCT
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american_scientific_journal-7381	355	55	.	.	PUNCT
american_scientific_journal-7381	356	1	562–567	562–567	NUM
american_scientific_journal-7381	356	2	,	,	PUNCT
american_scientific_journal-7381	356	3	doi	doi	NOUN
american_scientific_journal-7381	356	4	:	:	PUNCT
american_scientific_journal-7381	356	5	10.1109	10.1109	NUM
american_scientific_journal-7381	356	6	/	/	SYM
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american_scientific_journal-7381	356	8	-	-	PUNCT
american_scientific_journal-7381	356	9	101	101	NUM
american_scientific_journal-7381	356	10	.	.	PUNCT
american_scientific_journal-7381	357	1	[	[	X
american_scientific_journal-7381	357	2	26	26	NUM
american_scientific_journal-7381	357	3	]	]	X
american_scientific_journal-7381	357	4	n.	n.	PROPN
american_scientific_journal-7381	357	5	chen	chen	PROPN
american_scientific_journal-7381	357	6	,	,	PUNCT
american_scientific_journal-7381	357	7	s.	s.	PROPN
american_scientific_journal-7381	357	8	c.	c.	PROPN
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american_scientific_journal-7381	357	11	,	,	PUNCT
american_scientific_journal-7381	357	12	and	and	CCONJ
american_scientific_journal-7381	357	13	x.	x.	PROPN
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american_scientific_journal-7381	357	15	,	,	PUNCT
american_scientific_journal-7381	357	16	“	"	PUNCT
american_scientific_journal-7381	357	17	software	software	NOUN
american_scientific_journal-7381	357	18	process	process	NOUN
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american_scientific_journal-7381	357	20	:	:	PUNCT
american_scientific_journal-7381	357	21	a	a	DET
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american_scientific_journal-7381	357	23	learning	learn	VERB
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american_scientific_journal-7381	357	25	,	,	PUNCT
american_scientific_journal-7381	357	26	”	"	PUNCT
american_scientific_journal-7381	357	27	in	in	ADP
american_scientific_journal-7381	357	28	2011	2011	NUM
american_scientific_journal-7381	357	29	26th	26th	NOUN
american_scientific_journal-7381	357	30	ieee	ieee	NOUN
american_scientific_journal-7381	357	31	/	/	SYM
american_scientific_journal-7381	357	32	acm	acm	PROPN
american_scientific_journal-7381	357	33	international	international	ADJ
american_scientific_journal-7381	357	34	conference	conference	NOUN
american_scientific_journal-7381	357	35	on	on	ADP
american_scientific_journal-7381	357	36	automated	automate	VERB
american_scientific_journal-7381	357	37	software	software	NOUN
american_scientific_journal-7381	357	38	engineering	engineering	NOUN
american_scientific_journal-7381	357	39	,	,	PUNCT
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american_scientific_journal-7381	357	41	2011	2011	NUM
american_scientific_journal-7381	357	42	,	,	PUNCT
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american_scientific_journal-7381	357	44	,	,	PUNCT
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american_scientific_journal-7381	357	46	,	,	PUNCT
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american_scientific_journal-7381	358	2	,	,	PUNCT
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american_scientific_journal-7381	358	4	:	:	PUNCT
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american_scientific_journal-7381	358	6	/	/	SYM
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american_scientific_journal-7381	358	8	.	.	PUNCT
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american_scientific_journal-7381	359	7	,	,	PUNCT
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american_scientific_journal-7381	359	9	a.	a.	PROPN
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american_scientific_journal-7381	359	11	,	,	PUNCT
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american_scientific_journal-7381	359	15	,	,	PUNCT
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american_scientific_journal-7381	359	22	,	,	PUNCT
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american_scientific_journal-7381	359	30	software	software	NOUN
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american_scientific_journal-7381	359	32	prediction	prediction	NOUN
american_scientific_journal-7381	359	33	,	,	PUNCT
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american_scientific_journal-7381	359	35	in	in	ADP
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american_scientific_journal-7381	359	41	,	,	PUNCT
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american_scientific_journal-7381	359	45	engineering	engineering	NOUN
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american_scientific_journal-7381	359	49	,	,	PUNCT
american_scientific_journal-7381	359	50	2019	2019	NUM
american_scientific_journal-7381	359	51	,	,	PUNCT
american_scientific_journal-7381	359	52	pp	pp	ADJ
american_scientific_journal-7381	359	53	.	.	PUNCT
american_scientific_journal-7381	360	1	1–6	1–6	NUM
american_scientific_journal-7381	360	2	,	,	PUNCT
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american_scientific_journal-7381	360	4	:	:	PUNCT
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american_scientific_journal-7381	360	6	/	/	SYM
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american_scientific_journal-7381	360	8	.	.	PUNCT
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american_scientific_journal-7381	361	6	,	,	PUNCT
american_scientific_journal-7381	361	7	“	"	PUNCT
american_scientific_journal-7381	361	8	predicting	predict	VERB
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american_scientific_journal-7381	361	12	using	use	VERB
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american_scientific_journal-7381	361	14	learning	learning	NOUN
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american_scientific_journal-7381	361	16	,	,	PUNCT
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american_scientific_journal-7381	361	34	,	,	PUNCT
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american_scientific_journal-7381	362	2	,	,	PUNCT
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american_scientific_journal-7381	362	4	:	:	PUNCT
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american_scientific_journal-7381	362	6	/	/	SYM
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american_scientific_journal-7381	363	24	5th	5th	ADJ
american_scientific_journal-7381	363	25	international	international	ADJ
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american_scientific_journal-7381	363	39	)	)	PUNCT
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american_scientific_journal-7381	363	42	)	)	PUNCT
american_scientific_journal-7381	363	43	,	,	PUNCT
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american_scientific_journal-7381	363	45	,	,	PUNCT
american_scientific_journal-7381	363	46	pp	pp	ADV
american_scientific_journal-7381	363	47	.	.	PUNCT
american_scientific_journal-7381	364	1	480–485	480–485	NUM
american_scientific_journal-7381	364	2	,	,	PUNCT
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american_scientific_journal-7381	364	4	:	:	PUNCT
american_scientific_journal-7381	364	5	10.1109	10.1109	NUM
american_scientific_journal-7381	364	6	/	/	SYM
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american_scientific_journal-7381	364	8	.	.	PUNCT
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american_scientific_journal-7381	365	2	30	30	NUM
american_scientific_journal-7381	365	3	]	]	PUNCT
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american_scientific_journal-7381	365	5	yang	yang	PROPN
american_scientific_journal-7381	365	6	,	,	PUNCT
american_scientific_journal-7381	365	7	h.	h.	PROPN
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american_scientific_journal-7381	365	9	,	,	PUNCT
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american_scientific_journal-7381	365	15	,	,	PUNCT
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american_scientific_journal-7381	365	18	,	,	PUNCT
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american_scientific_journal-7381	365	22	,	,	PUNCT
american_scientific_journal-7381	365	23	“	"	PUNCT
american_scientific_journal-7381	365	24	software	software	NOUN
american_scientific_journal-7381	365	25	defect	defect	NOUN
american_scientific_journal-7381	365	26	prediction	prediction	NOUN
american_scientific_journal-7381	365	27	based	base	VERB
american_scientific_journal-7381	365	28	on	on	ADP
american_scientific_journal-7381	365	29	fourier	fourier	NOUN
american_scientific_journal-7381	365	30	learning	learning	NOUN
american_scientific_journal-7381	365	31	,	,	PUNCT
american_scientific_journal-7381	365	32	”	"	PUNCT
american_scientific_journal-7381	365	33	in	in	ADP
american_scientific_journal-7381	365	34	2018	2018	NUM
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american_scientific_journal-7381	365	36	international	international	ADJ
american_scientific_journal-7381	365	37	conference	conference	NOUN
american_scientific_journal-7381	365	38	on	on	ADP
american_scientific_journal-7381	365	39	progress	progress	NOUN
american_scientific_journal-7381	365	40	in	in	ADP
american_scientific_journal-7381	365	41	informatics	informatic	NOUN
american_scientific_journal-7381	365	42	and	and	CCONJ
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american_scientific_journal-7381	365	44	(	(	PUNCT
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american_scientific_journal-7381	365	46	)	)	PUNCT
american_scientific_journal-7381	365	47	,	,	PUNCT
american_scientific_journal-7381	365	48	2018	2018	NUM
american_scientific_journal-7381	365	49	,	,	PUNCT
american_scientific_journal-7381	365	50	pp	pp	ADJ
american_scientific_journal-7381	365	51	.	.	PUNCT
american_scientific_journal-7381	366	1	388–392	388–392	NUM
american_scientific_journal-7381	366	2	,	,	PUNCT
american_scientific_journal-7381	366	3	doi	doi	NOUN
american_scientific_journal-7381	366	4	:	:	PUNCT
american_scientific_journal-7381	366	5	10.1109	10.1109	NUM
american_scientific_journal-7381	366	6	/	/	SYM
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american_scientific_journal-7381	366	8	.	.	PUNCT
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american_scientific_journal-7381	367	2	31	31	NUM
american_scientific_journal-7381	367	3	]	]	PUNCT
american_scientific_journal-7381	367	4	c.	c.	PROPN
american_scientific_journal-7381	367	5	tao	tao	PROPN
american_scientific_journal-7381	367	6	,	,	PUNCT
american_scientific_journal-7381	367	7	j.	j.	PROPN
american_scientific_journal-7381	367	8	gao	gao	PROPN
american_scientific_journal-7381	367	9	,	,	PUNCT
american_scientific_journal-7381	367	10	and	and	CCONJ
american_scientific_journal-7381	367	11	t.	t.	PROPN
american_scientific_journal-7381	367	12	wang	wang	PROPN
american_scientific_journal-7381	367	13	,	,	PUNCT
american_scientific_journal-7381	367	14	“	"	PUNCT
american_scientific_journal-7381	367	15	testing	testing	NOUN
american_scientific_journal-7381	367	16	and	and	CCONJ
american_scientific_journal-7381	367	17	quality	quality	NOUN
american_scientific_journal-7381	367	18	validation	validation	NOUN
american_scientific_journal-7381	367	19	for	for	ADP
american_scientific_journal-7381	367	20	ai	ai	PROPN
american_scientific_journal-7381	367	21	software	software	NOUN
american_scientific_journal-7381	367	22	–	–	PUNCT
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american_scientific_journal-7381	367	24	,	,	PUNCT
american_scientific_journal-7381	367	25	issues	issue	NOUN
american_scientific_journal-7381	367	26	,	,	PUNCT
american_scientific_journal-7381	367	27	and	and	CCONJ
american_scientific_journal-7381	367	28	practices	practice	NOUN
american_scientific_journal-7381	367	29	,	,	PUNCT
american_scientific_journal-7381	367	30	”	"	PUNCT
american_scientific_journal-7381	367	31	ieee	ieee	NOUN
american_scientific_journal-7381	367	32	access	access	NOUN
american_scientific_journal-7381	367	33	,	,	PUNCT
american_scientific_journal-7381	367	34	vol	vol	NOUN
american_scientific_journal-7381	367	35	.	.	PROPN
american_scientific_journal-7381	367	36	7	7	NUM
american_scientific_journal-7381	367	37	,	,	PUNCT
american_scientific_journal-7381	367	38	pp	pp	ADJ
american_scientific_journal-7381	367	39	.	.	PUNCT
american_scientific_journal-7381	367	40	120164–120175	120164–120175	NUM
american_scientific_journal-7381	367	41	,	,	PUNCT
american_scientific_journal-7381	367	42	2019	2019	NUM
american_scientific_journal-7381	367	43	,	,	PUNCT
american_scientific_journal-7381	367	44	doi	doi	NOUN
american_scientific_journal-7381	367	45	:	:	PUNCT
american_scientific_journal-7381	367	46	10.1109	10.1109	NUM
american_scientific_journal-7381	367	47	/	/	SYM
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american_scientific_journal-7381	367	49	.	.	PUNCT
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american_scientific_journal-7381	368	3	]	]	PUNCT
american_scientific_journal-7381	368	4	j.	j.	PROPN
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american_scientific_journal-7381	368	6	,	,	PUNCT
american_scientific_journal-7381	368	7	l.	l.	PROPN
american_scientific_journal-7381	368	8	lu	lu	PROPN
american_scientific_journal-7381	368	9	,	,	PUNCT
american_scientific_journal-7381	368	10	and	and	CCONJ
american_scientific_journal-7381	368	11	s.	s.	PROPN
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american_scientific_journal-7381	368	13	,	,	PUNCT
american_scientific_journal-7381	368	14	“	"	PUNCT
american_scientific_journal-7381	368	15	software	software	NOUN
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american_scientific_journal-7381	368	17	prediction	prediction	NOUN
american_scientific_journal-7381	368	18	via	via	ADP
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american_scientific_journal-7381	368	20	,	,	PUNCT
american_scientific_journal-7381	368	21	”	"	PUNCT
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american_scientific_journal-7381	368	24	.	.	PUNCT
american_scientific_journal-7381	368	25	,	,	PUNCT
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american_scientific_journal-7381	368	27	.	.	PROPN
american_scientific_journal-7381	368	28	14	14	NUM
american_scientific_journal-7381	368	29	,	,	PUNCT
american_scientific_journal-7381	368	30	no	no	INTJ
american_scientific_journal-7381	368	31	.	.	NOUN
american_scientific_journal-7381	368	32	4	4	NUM
american_scientific_journal-7381	368	33	,	,	PUNCT
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american_scientific_journal-7381	368	35	.	.	PUNCT
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american_scientific_journal-7381	369	2	,	,	PUNCT
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american_scientific_journal-7381	369	4	,	,	PUNCT
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american_scientific_journal-7381	369	6	:	:	PUNCT
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american_scientific_journal-7381	369	8	/	/	SYM
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american_scientific_journal-7381	369	12	.	.	PUNCT
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american_scientific_journal-7381	370	7	,	,	PUNCT
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american_scientific_journal-7381	370	15	,	,	PUNCT
american_scientific_journal-7381	370	16	“	"	PUNCT
american_scientific_journal-7381	370	17	software	software	NOUN
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american_scientific_journal-7381	370	25	,	,	PUNCT
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american_scientific_journal-7381	370	29	international	international	ADJ
american_scientific_journal-7381	370	30	conference	conference	NOUN
american_scientific_journal-7381	370	31	on	on	ADP
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american_scientific_journal-7381	370	34	and	and	CCONJ
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american_scientific_journal-7381	370	36	(	(	PUNCT
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american_scientific_journal-7381	370	39	,	,	PUNCT
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american_scientific_journal-7381	370	41	,	,	PUNCT
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american_scientific_journal-7381	370	43	.	.	PUNCT
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american_scientific_journal-7381	371	2	,	,	PUNCT
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american_scientific_journal-7381	371	4	:	:	PUNCT
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american_scientific_journal-7381	371	6	/	/	SYM
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american_scientific_journal-7381	371	8	.	.	PUNCT
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american_scientific_journal-7381	372	8	,	,	PUNCT
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american_scientific_journal-7381	372	10	,	,	PUNCT
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american_scientific_journal-7381	372	16	(	(	PUNCT
american_scientific_journal-7381	372	17	2022)volume	2022)volume	NUM
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american_scientific_journal-7381	372	19	,	,	PUNCT
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american_scientific_journal-7381	372	21	,	,	PUNCT
american_scientific_journal-7381	372	22	pp	pp	ADP
american_scientific_journal-7381	372	23	370396	370396	NUM
american_scientific_journal-7381	372	24	394	394	NUM
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american_scientific_journal-7381	372	26	34	34	NUM
american_scientific_journal-7381	372	27	]	]	PUNCT
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american_scientific_journal-7381	372	30	,	,	PUNCT
american_scientific_journal-7381	372	31	h.	h.	PROPN
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american_scientific_journal-7381	372	34	,	,	PUNCT
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american_scientific_journal-7381	372	44	,	,	PUNCT
american_scientific_journal-7381	372	45	“	"	PUNCT
american_scientific_journal-7381	372	46	deepjit	deepjit	ADJ
american_scientific_journal-7381	372	47	:	:	PUNCT
american_scientific_journal-7381	372	48	an	an	DET
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american_scientific_journal-7381	372	65	,	,	PUNCT
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american_scientific_journal-7381	372	70	/	/	SYM
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american_scientific_journal-7381	372	84	,	,	PUNCT
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american_scientific_journal-7381	373	1	34–45	34–45	NUM
american_scientific_journal-7381	373	2	,	,	PUNCT
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american_scientific_journal-7381	373	4	:	:	PUNCT
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american_scientific_journal-7381	373	6	/	/	SYM
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american_scientific_journal-7381	374	7	,	,	PUNCT
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american_scientific_journal-7381	374	15	,	,	PUNCT
american_scientific_journal-7381	374	16	“	"	PUNCT
american_scientific_journal-7381	374	17	software	software	NOUN
american_scientific_journal-7381	374	18	defect	defect	NOUN
american_scientific_journal-7381	374	19	prediction	prediction	NOUN
american_scientific_journal-7381	374	20	using	use	VERB
american_scientific_journal-7381	374	21	random	random	ADJ
american_scientific_journal-7381	374	22	forest	forest	NOUN
american_scientific_journal-7381	374	23	algorithm	algorithm	NOUN
american_scientific_journal-7381	374	24	,	,	PUNCT
american_scientific_journal-7381	374	25	”	"	PUNCT
american_scientific_journal-7381	374	26	in	in	ADP
american_scientific_journal-7381	374	27	2018	2018	NUM
american_scientific_journal-7381	374	28	12th	12th	NOUN
american_scientific_journal-7381	374	29	southeast	southeast	ADJ
american_scientific_journal-7381	374	30	asian	asian	PROPN
american_scientific_journal-7381	374	31	technical	technical	PROPN
american_scientific_journal-7381	374	32	university	university	PROPN
american_scientific_journal-7381	374	33	consortium	consortium	NOUN
american_scientific_journal-7381	374	34	(	(	PUNCT
american_scientific_journal-7381	374	35	seatuc	seatuc	NOUN
american_scientific_journal-7381	374	36	)	)	PUNCT
american_scientific_journal-7381	374	37	,	,	PUNCT
american_scientific_journal-7381	374	38	2018	2018	NUM
american_scientific_journal-7381	374	39	,	,	PUNCT
american_scientific_journal-7381	374	40	vol	vol	NOUN
american_scientific_journal-7381	374	41	.	.	PROPN
american_scientific_journal-7381	374	42	1	1	NUM
american_scientific_journal-7381	374	43	,	,	PUNCT
american_scientific_journal-7381	374	44	pp	pp	ADJ
american_scientific_journal-7381	374	45	.	.	PUNCT
american_scientific_journal-7381	375	1	1–5	1–5	NUM
american_scientific_journal-7381	375	2	,	,	PUNCT
american_scientific_journal-7381	375	3	doi	doi	NOUN
american_scientific_journal-7381	375	4	:	:	PUNCT
american_scientific_journal-7381	375	5	10.1109	10.1109	NUM
american_scientific_journal-7381	375	6	/	/	SYM
american_scientific_journal-7381	375	7	seatuc.2018.8788881	seatuc.2018.8788881	NOUN
american_scientific_journal-7381	375	8	.	.	PUNCT
american_scientific_journal-7381	376	1	[	[	X
american_scientific_journal-7381	376	2	36	36	NUM
american_scientific_journal-7381	376	3	]	]	X
american_scientific_journal-7381	376	4	r.	r.	PROPN
american_scientific_journal-7381	376	5	almaghairbe	almaghairbe	PROPN
american_scientific_journal-7381	376	6	and	and	CCONJ
american_scientific_journal-7381	376	7	m.	m.	NOUN
american_scientific_journal-7381	376	8	roper	roper	NOUN
american_scientific_journal-7381	376	9	,	,	PUNCT
american_scientific_journal-7381	376	10	“	"	PUNCT
american_scientific_journal-7381	376	11	an	an	DET
american_scientific_journal-7381	376	12	empirical	empirical	ADJ
american_scientific_journal-7381	376	13	comparison	comparison	NOUN
american_scientific_journal-7381	376	14	of	of	ADP
american_scientific_journal-7381	376	15	two	two	NUM
american_scientific_journal-7381	376	16	different	different	ADJ
american_scientific_journal-7381	376	17	strategies	strategy	NOUN
american_scientific_journal-7381	376	18	to	to	ADP
american_scientific_journal-7381	376	19	automated	automate	VERB
american_scientific_journal-7381	376	20	fault	fault	NOUN
american_scientific_journal-7381	376	21	detection	detection	NOUN
american_scientific_journal-7381	376	22	:	:	PUNCT
american_scientific_journal-7381	376	23	machine	machine	NOUN
american_scientific_journal-7381	376	24	learning	learning	NOUN
american_scientific_journal-7381	376	25	versus	versus	ADP
american_scientific_journal-7381	376	26	dynamic	dynamic	ADJ
american_scientific_journal-7381	376	27	analysis	analysis	NOUN
american_scientific_journal-7381	376	28	,	,	PUNCT
american_scientific_journal-7381	376	29	”	"	PUNCT
american_scientific_journal-7381	376	30	in	in	ADP
american_scientific_journal-7381	376	31	2019	2019	NUM
american_scientific_journal-7381	376	32	ieee	ieee	NOUN
american_scientific_journal-7381	376	33	international	international	ADJ
american_scientific_journal-7381	376	34	symposium	symposium	NOUN
american_scientific_journal-7381	376	35	on	on	ADP
american_scientific_journal-7381	376	36	software	software	NOUN
american_scientific_journal-7381	376	37	reliability	reliability	NOUN
american_scientific_journal-7381	376	38	engineering	engineering	NOUN
american_scientific_journal-7381	376	39	workshops	workshop	NOUN
american_scientific_journal-7381	376	40	(	(	PUNCT
american_scientific_journal-7381	376	41	issrew	issrew	PROPN
american_scientific_journal-7381	376	42	)	)	PUNCT
american_scientific_journal-7381	376	43	,	,	PUNCT
american_scientific_journal-7381	376	44	2019	2019	NUM
american_scientific_journal-7381	376	45	,	,	PUNCT
american_scientific_journal-7381	376	46	pp	pp	ADJ
american_scientific_journal-7381	376	47	.	.	PUNCT
american_scientific_journal-7381	377	1	378–385	378–385	NUM
american_scientific_journal-7381	377	2	,	,	PUNCT
american_scientific_journal-7381	377	3	doi	doi	NOUN
american_scientific_journal-7381	377	4	:	:	PUNCT
american_scientific_journal-7381	377	5	10.1109	10.1109	NUM
american_scientific_journal-7381	377	6	/	/	SYM
american_scientific_journal-7381	377	7	issrew.2019.00099	issrew.2019.00099	VERB
american_scientific_journal-7381	377	8	.	.	PUNCT
american_scientific_journal-7381	378	1	[	[	X
american_scientific_journal-7381	378	2	37	37	NUM
american_scientific_journal-7381	378	3	]	]	X
american_scientific_journal-7381	378	4	c.	c.	PROPN
american_scientific_journal-7381	378	5	lópez	lópez	PROPN
american_scientific_journal-7381	378	6	-	-	PUNCT
american_scientific_journal-7381	378	7	martín	martín	NOUN
american_scientific_journal-7381	378	8	,	,	PUNCT
american_scientific_journal-7381	378	9	a.	a.	NOUN
american_scientific_journal-7381	378	10	chavoya	chavoya	PROPN
american_scientific_journal-7381	378	11	,	,	PUNCT
american_scientific_journal-7381	378	12	and	and	CCONJ
american_scientific_journal-7381	378	13	m.	m.	PROPN
american_scientific_journal-7381	378	14	e.	e.	PROPN
american_scientific_journal-7381	378	15	meda	meda	PROPN
american_scientific_journal-7381	378	16	-	-	PUNCT
american_scientific_journal-7381	378	17	campaña	campaña	PROPN
american_scientific_journal-7381	378	18	,	,	PUNCT
american_scientific_journal-7381	378	19	“	"	PUNCT
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american_scientific_journal-7381	378	21	of	of	ADP
american_scientific_journal-7381	378	22	a	a	DET
american_scientific_journal-7381	378	23	feedforward	feedforward	ADJ
american_scientific_journal-7381	378	24	neural	neural	ADJ
american_scientific_journal-7381	378	25	network	network	NOUN
american_scientific_journal-7381	378	26	for	for	ADP
american_scientific_journal-7381	378	27	predicting	predict	VERB
american_scientific_journal-7381	378	28	the	the	DET
american_scientific_journal-7381	378	29	development	development	NOUN
american_scientific_journal-7381	378	30	duration	duration	NOUN
american_scientific_journal-7381	378	31	of	of	ADP
american_scientific_journal-7381	378	32	software	software	NOUN
american_scientific_journal-7381	378	33	projects	project	NOUN
american_scientific_journal-7381	378	34	,	,	PUNCT
american_scientific_journal-7381	378	35	”	"	PUNCT
american_scientific_journal-7381	378	36	in	in	ADP
american_scientific_journal-7381	378	37	2013	2013	NUM
american_scientific_journal-7381	378	38	12th	12th	ADJ
american_scientific_journal-7381	378	39	international	international	ADJ
american_scientific_journal-7381	378	40	conference	conference	NOUN
american_scientific_journal-7381	378	41	on	on	ADP
american_scientific_journal-7381	378	42	machine	machine	NOUN
american_scientific_journal-7381	378	43	learning	learning	NOUN
american_scientific_journal-7381	378	44	and	and	CCONJ
american_scientific_journal-7381	378	45	applications	application	NOUN
american_scientific_journal-7381	378	46	,	,	PUNCT
american_scientific_journal-7381	378	47	2013	2013	NUM
american_scientific_journal-7381	378	48	,	,	PUNCT
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american_scientific_journal-7381	378	50	.	.	PROPN
american_scientific_journal-7381	378	51	2	2	NUM
american_scientific_journal-7381	378	52	,	,	PUNCT
american_scientific_journal-7381	378	53	pp	pp	ADJ
american_scientific_journal-7381	378	54	.	.	PUNCT
american_scientific_journal-7381	379	1	156–159	156–159	NUM
american_scientific_journal-7381	379	2	,	,	PUNCT
american_scientific_journal-7381	379	3	doi	doi	NOUN
american_scientific_journal-7381	379	4	:	:	PUNCT
american_scientific_journal-7381	379	5	10.1109	10.1109	NUM
american_scientific_journal-7381	379	6	/	/	SYM
american_scientific_journal-7381	379	7	icmla.2013.182	icmla.2013.182	NOUN
american_scientific_journal-7381	379	8	.	.	PUNCT
american_scientific_journal-7381	380	1	[	[	X
american_scientific_journal-7381	380	2	38	38	NUM
american_scientific_journal-7381	380	3	]	]	X
american_scientific_journal-7381	380	4	y.	y.	PROPN
american_scientific_journal-7381	380	5	hu	hu	PROPN
american_scientific_journal-7381	380	6	,	,	PUNCT
american_scientific_journal-7381	380	7	x.	x.	PROPN
american_scientific_journal-7381	380	8	zhang	zhang	PROPN
american_scientific_journal-7381	380	9	,	,	PUNCT
american_scientific_journal-7381	380	10	x.	x.	PROPN
american_scientific_journal-7381	380	11	sun	sun	PROPN
american_scientific_journal-7381	380	12	,	,	PUNCT
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american_scientific_journal-7381	380	14	liu	liu	PROPN
american_scientific_journal-7381	380	15	,	,	PUNCT
american_scientific_journal-7381	380	16	and	and	CCONJ
american_scientific_journal-7381	380	17	j.	j.	PROPN
american_scientific_journal-7381	380	18	du	du	PROPN
american_scientific_journal-7381	380	19	,	,	PUNCT
american_scientific_journal-7381	380	20	“	"	PUNCT
american_scientific_journal-7381	380	21	an	an	DET
american_scientific_journal-7381	380	22	intelligent	intelligent	ADJ
american_scientific_journal-7381	380	23	model	model	NOUN
american_scientific_journal-7381	380	24	for	for	ADP
american_scientific_journal-7381	380	25	software	software	NOUN
american_scientific_journal-7381	380	26	project	project	NOUN
american_scientific_journal-7381	380	27	risk	risk	NOUN
american_scientific_journal-7381	380	28	prediction	prediction	NOUN
american_scientific_journal-7381	380	29	,	,	PUNCT
american_scientific_journal-7381	380	30	”	"	PUNCT
american_scientific_journal-7381	380	31	in	in	ADP
american_scientific_journal-7381	380	32	2009	2009	NUM
american_scientific_journal-7381	380	33	international	international	ADJ
american_scientific_journal-7381	380	34	conference	conference	NOUN
american_scientific_journal-7381	380	35	on	on	ADP
american_scientific_journal-7381	380	36	information	information	NOUN
american_scientific_journal-7381	380	37	management	management	NOUN
american_scientific_journal-7381	380	38	,	,	PUNCT
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american_scientific_journal-7381	380	40	management	management	NOUN
american_scientific_journal-7381	380	41	and	and	CCONJ
american_scientific_journal-7381	380	42	industrial	industrial	ADJ
american_scientific_journal-7381	380	43	engineering	engineering	NOUN
american_scientific_journal-7381	380	44	,	,	PUNCT
american_scientific_journal-7381	380	45	2009	2009	NUM
american_scientific_journal-7381	380	46	,	,	PUNCT
american_scientific_journal-7381	380	47	vol	vol	NOUN
american_scientific_journal-7381	380	48	.	.	PROPN
american_scientific_journal-7381	380	49	1	1	NUM
american_scientific_journal-7381	380	50	,	,	PUNCT
american_scientific_journal-7381	380	51	pp	pp	ADJ
american_scientific_journal-7381	380	52	.	.	PUNCT
american_scientific_journal-7381	381	1	629–632	629–632	NUM
american_scientific_journal-7381	381	2	,	,	PUNCT
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american_scientific_journal-7381	381	4	:	:	PUNCT
american_scientific_journal-7381	381	5	10.1109	10.1109	NUM
american_scientific_journal-7381	381	6	/	/	SYM
american_scientific_journal-7381	381	7	iciii.2009.157	iciii.2009.157	NOUN
american_scientific_journal-7381	381	8	.	.	PUNCT
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american_scientific_journal-7381	382	2	39	39	NUM
american_scientific_journal-7381	382	3	]	]	X
american_scientific_journal-7381	382	4	n.	n.	NOUN
american_scientific_journal-7381	382	5	maneerat	maneerat	NOUN
american_scientific_journal-7381	382	6	and	and	CCONJ
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american_scientific_journal-7381	382	9	,	,	PUNCT
american_scientific_journal-7381	382	10	“	"	PUNCT
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american_scientific_journal-7381	382	12	-	-	PUNCT
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american_scientific_journal-7381	382	14	prediction	prediction	NOUN
american_scientific_journal-7381	382	15	from	from	ADP
american_scientific_journal-7381	382	16	software	software	NOUN
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american_scientific_journal-7381	382	18	model	model	NOUN
american_scientific_journal-7381	382	19	using	use	VERB
american_scientific_journal-7381	382	20	machine	machine	NOUN
american_scientific_journal-7381	382	21	learning	learning	NOUN
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american_scientific_journal-7381	382	23	,	,	PUNCT
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american_scientific_journal-7381	382	28	international	international	ADJ
american_scientific_journal-7381	382	29	joint	joint	ADJ
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american_scientific_journal-7381	382	31	on	on	ADP
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american_scientific_journal-7381	382	33	science	science	NOUN
american_scientific_journal-7381	382	34	and	and	CCONJ
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american_scientific_journal-7381	382	36	engineering	engineering	NOUN
american_scientific_journal-7381	382	37	(	(	PUNCT
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american_scientific_journal-7381	382	40	,	,	PUNCT
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american_scientific_journal-7381	382	42	,	,	PUNCT
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american_scientific_journal-7381	382	44	.	.	PUNCT
american_scientific_journal-7381	383	1	331–336	331–336	NUM
american_scientific_journal-7381	383	2	,	,	PUNCT
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american_scientific_journal-7381	383	4	:	:	PUNCT
american_scientific_journal-7381	383	5	10.1109	10.1109	NUM
american_scientific_journal-7381	383	6	/	/	SYM
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american_scientific_journal-7381	383	8	.	.	PUNCT
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american_scientific_journal-7381	384	6	,	,	PUNCT
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american_scientific_journal-7381	384	9	,	,	PUNCT
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american_scientific_journal-7381	384	17	“	"	PUNCT
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american_scientific_journal-7381	384	20	:	:	PUNCT
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american_scientific_journal-7381	384	23	ai	ai	VERB
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american_scientific_journal-7381	384	26	?	?	PUNCT
american_scientific_journal-7381	385	1	and	and	CCONJ
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american_scientific_journal-7381	385	3	,	,	PUNCT
american_scientific_journal-7381	385	4	”	"	PUNCT
american_scientific_journal-7381	385	5	in	in	ADP
american_scientific_journal-7381	385	6	2019	2019	NUM
american_scientific_journal-7381	385	7	ieee	ieee	NOUN
american_scientific_journal-7381	385	8	international	international	ADJ
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american_scientific_journal-7381	385	10	on	on	ADP
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american_scientific_journal-7381	385	12	-	-	PUNCT
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american_scientific_journal-7381	385	16	(	(	PUNCT
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american_scientific_journal-7381	385	21	,	,	PUNCT
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american_scientific_journal-7381	386	1	27–2709	27–2709	NUM
american_scientific_journal-7381	386	2	,	,	PUNCT
american_scientific_journal-7381	386	3	doi	doi	NOUN
american_scientific_journal-7381	386	4	:	:	PUNCT
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american_scientific_journal-7381	386	6	/	/	SYM
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american_scientific_journal-7381	386	8	.	.	PUNCT
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american_scientific_journal-7381	387	4	d.	d.	PROPN
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american_scientific_journal-7381	387	7	,	,	PUNCT
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american_scientific_journal-7381	387	17	,	,	PUNCT
american_scientific_journal-7381	387	18	“	"	PUNCT
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american_scientific_journal-7381	387	21	and	and	CCONJ
american_scientific_journal-7381	387	22	software	software	NOUN
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american_scientific_journal-7381	387	24	in	in	ADP
american_scientific_journal-7381	387	25	health	health	NOUN
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american_scientific_journal-7381	387	27	,	,	PUNCT
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american_scientific_journal-7381	387	29	2012	2012	NUM
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american_scientific_journal-7381	387	32	.	.	PUNCT
american_scientific_journal-7381	388	1	work	work	NOUN
american_scientific_journal-7381	388	2	.	.	PUNCT
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american_scientific_journal-7381	389	2	.	.	PUNCT
american_scientific_journal-7381	390	1	ai	ai	VERB
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american_scientific_journal-7381	390	3	.	.	PUNCT
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american_scientific_journal-7381	391	2	.	.	PUNCT
american_scientific_journal-7381	392	1	eng	eng	PROPN
american_scientific_journal-7381	392	2	.	.	PUNCT
american_scientific_journal-7381	393	1	raise	raise	VERB
american_scientific_journal-7381	393	2	2012	2012	NUM
american_scientific_journal-7381	393	3	proc	proc	NOUN
american_scientific_journal-7381	393	4	.	.	PUNCT
american_scientific_journal-7381	393	5	,	,	PUNCT
american_scientific_journal-7381	394	1	pp	pp	ADJ
american_scientific_journal-7381	394	2	.	.	PUNCT
american_scientific_journal-7381	395	1	37	37	NUM
american_scientific_journal-7381	395	2	–	–	PUNCT
american_scientific_journal-7381	395	3	41	41	NUM
american_scientific_journal-7381	395	4	,	,	PUNCT
american_scientific_journal-7381	395	5	2012	2012	NUM
american_scientific_journal-7381	395	6	,	,	PUNCT
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american_scientific_journal-7381	395	8	:	:	PUNCT
american_scientific_journal-7381	395	9	10.1109	10.1109	NUM
american_scientific_journal-7381	395	10	/	/	SYM
american_scientific_journal-7381	395	11	raise.2012.6227968	raise.2012.6227968	NOUN
american_scientific_journal-7381	395	12	.	.	PUNCT
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american_scientific_journal-7381	396	2	42	42	NUM
american_scientific_journal-7381	396	3	]	]	PUNCT
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american_scientific_journal-7381	396	7	,	,	PUNCT
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american_scientific_journal-7381	396	9	v	v	PROPN
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american_scientific_journal-7381	396	11	,	,	PUNCT
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american_scientific_journal-7381	396	13	s.	s.	PROPN
american_scientific_journal-7381	396	14	g.	g.	PROPN
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american_scientific_journal-7381	396	16	,	,	PUNCT
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american_scientific_journal-7381	396	20	-	-	PUNCT
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american_scientific_journal-7381	396	24	using	use	VERB
american_scientific_journal-7381	396	25	feature	feature	NOUN
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american_scientific_journal-7381	396	33	,	,	PUNCT
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american_scientific_journal-7381	396	36	2012	2012	NUM
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american_scientific_journal-7381	396	38	international	international	ADJ
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american_scientific_journal-7381	396	40	on	on	ADP
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american_scientific_journal-7381	396	46	,	,	PUNCT
american_scientific_journal-7381	396	47	2012	2012	NUM
american_scientific_journal-7381	396	48	,	,	PUNCT
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american_scientific_journal-7381	396	50	.	.	PUNCT
american_scientific_journal-7381	397	1	1–4	1–4	NUM
american_scientific_journal-7381	397	2	,	,	PUNCT
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american_scientific_journal-7381	397	4	:	:	PUNCT
american_scientific_journal-7381	397	5	10.1109	10.1109	NUM
american_scientific_journal-7381	397	6	/	/	SYM
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american_scientific_journal-7381	397	8	.	.	PUNCT
american_scientific_journal-7381	398	1	[	[	X
american_scientific_journal-7381	398	2	43	43	NUM
american_scientific_journal-7381	398	3	]	]	X
american_scientific_journal-7381	398	4	v.	v.	CCONJ
american_scientific_journal-7381	398	5	ionescu	ionescu	PROPN
american_scientific_journal-7381	398	6	,	,	PUNCT
american_scientific_journal-7381	398	7	“	"	PUNCT
american_scientific_journal-7381	398	8	an	an	DET
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american_scientific_journal-7381	398	10	to	to	ADP
american_scientific_journal-7381	398	11	software	software	NOUN
american_scientific_journal-7381	398	12	development	development	NOUN
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american_scientific_journal-7381	398	14	estimation	estimation	NOUN
american_scientific_journal-7381	398	15	using	use	VERB
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american_scientific_journal-7381	398	17	learning	learning	NOUN
american_scientific_journal-7381	398	18	,	,	PUNCT
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american_scientific_journal-7381	398	21	2017	2017	NUM
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american_scientific_journal-7381	398	23	ieee	ieee	NOUN
american_scientific_journal-7381	398	24	international	international	ADJ
american_scientific_journal-7381	398	25	conference	conference	NOUN
american_scientific_journal-7381	398	26	on	on	ADP
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american_scientific_journal-7381	398	28	computer	computer	NOUN
american_scientific_journal-7381	398	29	communication	communication	NOUN
american_scientific_journal-7381	398	30	and	and	CCONJ
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american_scientific_journal-7381	398	32	(	(	PUNCT
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american_scientific_journal-7381	398	35	,	,	PUNCT
american_scientific_journal-7381	398	36	2017	2017	NUM
american_scientific_journal-7381	398	37	,	,	PUNCT
american_scientific_journal-7381	398	38	pp	pp	ADJ
american_scientific_journal-7381	398	39	.	.	PUNCT
american_scientific_journal-7381	399	1	197–203	197–203	NUM
american_scientific_journal-7381	399	2	,	,	PUNCT
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american_scientific_journal-7381	399	4	:	:	PUNCT
american_scientific_journal-7381	399	5	10.1109	10.1109	NUM
american_scientific_journal-7381	399	6	/	/	SYM
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american_scientific_journal-7381	399	8	.	.	PUNCT
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american_scientific_journal-7381	400	8	,	,	PUNCT
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american_scientific_journal-7381	400	10	,	,	PUNCT
american_scientific_journal-7381	400	11	and	and	CCONJ
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american_scientific_journal-7381	400	13	(	(	PUNCT
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american_scientific_journal-7381	400	15	)	)	PUNCT
american_scientific_journal-7381	400	16	(	(	PUNCT
american_scientific_journal-7381	400	17	2022)volume	2022)volume	NUM
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american_scientific_journal-7381	400	19	,	,	PUNCT
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american_scientific_journal-7381	400	21	,	,	PUNCT
american_scientific_journal-7381	400	22	pp	pp	ADP
american_scientific_journal-7381	400	23	370396	370396	NUM
american_scientific_journal-7381	400	24	395	395	NUM
american_scientific_journal-7381	400	25	[	[	X
american_scientific_journal-7381	400	26	44	44	NUM
american_scientific_journal-7381	400	27	]	]	PUNCT
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american_scientific_journal-7381	400	30	,	,	PUNCT
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american_scientific_journal-7381	400	33	,	,	PUNCT
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american_scientific_journal-7381	400	36	,	,	PUNCT
american_scientific_journal-7381	400	37	s.	s.	PROPN
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american_scientific_journal-7381	400	39	,	,	PUNCT
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american_scientific_journal-7381	401	2	,	,	PUNCT
american_scientific_journal-7381	401	3	and	and	CCONJ
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american_scientific_journal-7381	401	6	,	,	PUNCT
american_scientific_journal-7381	401	7	“	"	PUNCT
american_scientific_journal-7381	401	8	machine	machine	NOUN
american_scientific_journal-7381	401	9	learning	learning	NOUN
american_scientific_journal-7381	401	10	-	-	PUNCT
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american_scientific_journal-7381	401	12	software	software	NOUN
american_scientific_journal-7381	401	13	effort	effort	NOUN
american_scientific_journal-7381	401	14	estimation	estimation	NOUN
american_scientific_journal-7381	401	15	:	:	PUNCT
american_scientific_journal-7381	401	16	an	an	DET
american_scientific_journal-7381	401	17	analysis	analysis	NOUN
american_scientific_journal-7381	401	18	,	,	PUNCT
american_scientific_journal-7381	401	19	”	"	PUNCT
american_scientific_journal-7381	401	20	in	in	ADP
american_scientific_journal-7381	401	21	2019	2019	NUM
american_scientific_journal-7381	401	22	11th	11th	ADJ
american_scientific_journal-7381	401	23	international	international	ADJ
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american_scientific_journal-7381	401	25	on	on	ADP
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american_scientific_journal-7381	401	27	,	,	PUNCT
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american_scientific_journal-7381	401	32	(	(	PUNCT
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american_scientific_journal-7381	401	35	,	,	PUNCT
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american_scientific_journal-7381	401	37	,	,	PUNCT
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american_scientific_journal-7381	401	39	.	.	PUNCT
american_scientific_journal-7381	402	1	1–6	1–6	NUM
american_scientific_journal-7381	402	2	,	,	PUNCT
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american_scientific_journal-7381	402	4	:	:	PUNCT
american_scientific_journal-7381	402	5	10.1109	10.1109	NUM
american_scientific_journal-7381	402	6	/	/	SYM
american_scientific_journal-7381	402	7	ecai46879.2019.9042031	ecai46879.2019.9042031	NOUN
american_scientific_journal-7381	402	8	.	.	PUNCT
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american_scientific_journal-7381	403	4	h.	h.	PROPN
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american_scientific_journal-7381	403	7	,	,	PUNCT
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american_scientific_journal-7381	403	12	,	,	PUNCT
american_scientific_journal-7381	403	13	and	and	CCONJ
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american_scientific_journal-7381	403	29	software	software	NOUN
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american_scientific_journal-7381	403	32	,	,	PUNCT
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american_scientific_journal-7381	403	34	in	in	ADP
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american_scientific_journal-7381	403	37	international	international	ADJ
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american_scientific_journal-7381	403	49	,	,	PUNCT
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american_scientific_journal-7381	404	1	1–8	1–8	X
american_scientific_journal-7381	404	2	,	,	PUNCT
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american_scientific_journal-7381	404	4	:	:	PUNCT
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american_scientific_journal-7381	404	6	/	/	SYM
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american_scientific_journal-7381	404	8	.	.	PUNCT
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american_scientific_journal-7381	405	24	,	,	PUNCT
american_scientific_journal-7381	405	25	“	"	PUNCT
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american_scientific_journal-7381	405	35	,	,	PUNCT
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american_scientific_journal-7381	405	38	.	.	PUNCT
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american_scientific_journal-7381	408	1	,	,	PUNCT
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american_scientific_journal-7381	408	5	,	,	PUNCT
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american_scientific_journal-7381	408	9	,	,	PUNCT
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american_scientific_journal-7381	408	11	:	:	PUNCT
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american_scientific_journal-7381	408	13	/	/	SYM
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american_scientific_journal-7381	409	9	,	,	PUNCT
american_scientific_journal-7381	409	10	and	and	CCONJ
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american_scientific_journal-7381	409	15	“	"	PUNCT
american_scientific_journal-7381	409	16	a	a	DET
american_scientific_journal-7381	409	17	machine	machine	NOUN
american_scientific_journal-7381	409	18	-	-	PUNCT
american_scientific_journal-7381	409	19	learning	learning	NOUN
american_scientific_journal-7381	409	20	based	base	VERB
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american_scientific_journal-7381	409	22	method	method	NOUN
american_scientific_journal-7381	409	23	for	for	ADP
american_scientific_journal-7381	409	24	antipatterns	antipattern	NOUN
american_scientific_journal-7381	409	25	detection	detection	NOUN
american_scientific_journal-7381	409	26	,	,	PUNCT
american_scientific_journal-7381	409	27	”	"	PUNCT
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american_scientific_journal-7381	409	29	syst	syst	PROPN
american_scientific_journal-7381	409	30	.	.	PUNCT
american_scientific_journal-7381	410	1	softw	softw	PROPN
american_scientific_journal-7381	410	2	.	.	PUNCT
american_scientific_journal-7381	411	1	,	,	PUNCT
american_scientific_journal-7381	411	2	vol	vol	NOUN
american_scientific_journal-7381	411	3	.	.	PROPN
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american_scientific_journal-7381	411	5	,	,	PUNCT
american_scientific_journal-7381	411	6	mar	mar	PROPN
american_scientific_journal-7381	411	7	.	.	PROPN
american_scientific_journal-7381	411	8	2020	2020	NUM
american_scientific_journal-7381	411	9	,	,	PUNCT
american_scientific_journal-7381	411	10	doi	doi	NOUN
american_scientific_journal-7381	411	11	:	:	PUNCT
american_scientific_journal-7381	411	12	10.1016	10.1016	NUM
american_scientific_journal-7381	411	13	/	/	SYM
american_scientific_journal-7381	411	14	j.jss.2019.110486	j.jss.2019.110486	NOUN
american_scientific_journal-7381	411	15	.	.	PUNCT
american_scientific_journal-7381	412	1	[	[	X
american_scientific_journal-7381	412	2	48	48	NUM
american_scientific_journal-7381	412	3	]	]	PUNCT
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american_scientific_journal-7381	412	6	,	,	PUNCT
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american_scientific_journal-7381	412	10	,	,	PUNCT
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american_scientific_journal-7381	412	14	,	,	PUNCT
american_scientific_journal-7381	412	15	and	and	CCONJ
american_scientific_journal-7381	412	16	a.	a.	PROPN
american_scientific_journal-7381	412	17	de	de	PROPN
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american_scientific_journal-7381	412	19	,	,	PUNCT
american_scientific_journal-7381	412	20	“	"	PUNCT
american_scientific_journal-7381	412	21	a	a	DET
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american_scientific_journal-7381	412	25	of	of	ADP
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american_scientific_journal-7381	412	28	of	of	ADP
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american_scientific_journal-7381	412	30	balancing	balance	VERB
american_scientific_journal-7381	412	31	in	in	ADP
american_scientific_journal-7381	412	32	machine	machine	NOUN
american_scientific_journal-7381	412	33	-	-	PUNCT
american_scientific_journal-7381	412	34	learning	learning	NOUN
american_scientific_journal-7381	412	35	-	-	PUNCT
american_scientific_journal-7381	412	36	based	base	VERB
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american_scientific_journal-7381	412	38	smell	smell	NOUN
american_scientific_journal-7381	412	39	detection	detection	NOUN
american_scientific_journal-7381	412	40	,	,	PUNCT
american_scientific_journal-7381	412	41	”	"	PUNCT
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american_scientific_journal-7381	412	44	.	.	PUNCT
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american_scientific_journal-7381	413	2	.	.	PUNCT
american_scientific_journal-7381	414	1	,	,	PUNCT
american_scientific_journal-7381	414	2	vol	vol	NOUN
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american_scientific_journal-7381	414	4	169	169	NUM
american_scientific_journal-7381	414	5	,	,	PUNCT
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american_scientific_journal-7381	414	7	.	.	PROPN
american_scientific_journal-7381	414	8	2020	2020	NUM
american_scientific_journal-7381	414	9	,	,	PUNCT
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american_scientific_journal-7381	414	11	:	:	PUNCT
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american_scientific_journal-7381	414	13	/	/	SYM
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american_scientific_journal-7381	414	15	.	.	PUNCT
american_scientific_journal-7381	415	1	[	[	X
american_scientific_journal-7381	415	2	49	49	NUM
american_scientific_journal-7381	415	3	]	]	PUNCT
american_scientific_journal-7381	415	4	r.	r.	PROPN
american_scientific_journal-7381	415	5	rana	rana	PROPN
american_scientific_journal-7381	415	6	,	,	PUNCT
american_scientific_journal-7381	415	7	m.	m.	NOUN
american_scientific_journal-7381	415	8	staron	staron	PROPN
american_scientific_journal-7381	415	9	,	,	PUNCT
american_scientific_journal-7381	415	10	c.	c.	PROPN
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american_scientific_journal-7381	415	12	,	,	PUNCT
american_scientific_journal-7381	415	13	j.	j.	PROPN
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american_scientific_journal-7381	415	15	,	,	PUNCT
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american_scientific_journal-7381	415	20	w.	w.	PROPN
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american_scientific_journal-7381	415	22	,	,	PUNCT
american_scientific_journal-7381	415	23	“	"	PUNCT
american_scientific_journal-7381	415	24	the	the	DET
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american_scientific_journal-7381	415	26	of	of	ADP
american_scientific_journal-7381	415	27	machine	machine	NOUN
american_scientific_journal-7381	415	28	learning	learn	VERB
american_scientific_journal-7381	415	29	techniques	technique	NOUN
american_scientific_journal-7381	415	30	for	for	ADP
american_scientific_journal-7381	415	31	software	software	NOUN
american_scientific_journal-7381	415	32	defect	defect	NOUN
american_scientific_journal-7381	415	33	prediction	prediction	NOUN
american_scientific_journal-7381	415	34	:	:	PUNCT
american_scientific_journal-7381	415	35	an	an	DET
american_scientific_journal-7381	415	36	initial	initial	ADJ
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american_scientific_journal-7381	415	38	validation	validation	NOUN
american_scientific_journal-7381	415	39	,	,	PUNCT
american_scientific_journal-7381	415	40	”	"	PUNCT
american_scientific_journal-7381	415	41	in	in	ADP
american_scientific_journal-7381	415	42	communications	communication	NOUN
american_scientific_journal-7381	415	43	in	in	ADP
american_scientific_journal-7381	415	44	computer	computer	NOUN
american_scientific_journal-7381	415	45	and	and	CCONJ
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american_scientific_journal-7381	415	47	science	science	NOUN
american_scientific_journal-7381	415	48	,	,	PUNCT
american_scientific_journal-7381	415	49	2014	2014	NUM
american_scientific_journal-7381	415	50	,	,	PUNCT
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american_scientific_journal-7381	415	53	466	466	NUM
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american_scientific_journal-7381	415	55	,	,	PUNCT
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american_scientific_journal-7381	416	2	,	,	PUNCT
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american_scientific_journal-7381	416	4	:	:	PUNCT
american_scientific_journal-7381	416	5	10.1007/978	10.1007/978	NUM
american_scientific_journal-7381	416	6	-	-	SYM
american_scientific_journal-7381	416	7	3	3	NUM
american_scientific_journal-7381	416	8	-	-	NUM
american_scientific_journal-7381	416	9	319	319	NUM
american_scientific_journal-7381	416	10	-	-	PUNCT
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american_scientific_journal-7381	416	12	-	-	SYM
american_scientific_journal-7381	416	13	3_23	3_23	NUM
american_scientific_journal-7381	416	14	.	.	PUNCT
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american_scientific_journal-7381	417	2	50	50	NUM
american_scientific_journal-7381	417	3	]	]	PUNCT
american_scientific_journal-7381	417	4	m.	m.	NOUN
american_scientific_journal-7381	417	5	staron	staron	PROPN
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american_scientific_journal-7381	417	7	al	al	PROPN
american_scientific_journal-7381	417	8	.	.	PROPN
american_scientific_journal-7381	417	9	,	,	PUNCT
american_scientific_journal-7381	417	10	“	"	PUNCT
american_scientific_journal-7381	417	11	robust	robust	ADJ
american_scientific_journal-7381	417	12	machine	machine	NOUN
american_scientific_journal-7381	417	13	learning	learning	NOUN
american_scientific_journal-7381	417	14	in	in	ADP
american_scientific_journal-7381	417	15	critical	critical	ADJ
american_scientific_journal-7381	417	16	care	care	NOUN
american_scientific_journal-7381	417	17	—	—	PUNCT
american_scientific_journal-7381	417	18	software	software	NOUN
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american_scientific_journal-7381	417	21	medical	medical	ADJ
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american_scientific_journal-7381	417	23	,	,	PUNCT
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american_scientific_journal-7381	417	25	in	in	ADP
american_scientific_journal-7381	417	26	2021	2021	NUM
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american_scientific_journal-7381	417	28	/	/	SYM
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american_scientific_journal-7381	417	33	ai	ai	PRON
american_scientific_journal-7381	417	34	engineering	engineering	NOUN
american_scientific_journal-7381	417	35	software	software	NOUN
american_scientific_journal-7381	417	36	engineering	engineering	NOUN
american_scientific_journal-7381	417	37	for	for	ADP
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american_scientific_journal-7381	417	42	,	,	PUNCT
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american_scientific_journal-7381	417	44	,	,	PUNCT
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american_scientific_journal-7381	418	2	,	,	PUNCT
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american_scientific_journal-7381	418	4	:	:	PUNCT
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american_scientific_journal-7381	418	6	/	/	SYM
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american_scientific_journal-7381	418	8	.	.	PUNCT
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american_scientific_journal-7381	419	6	,	,	PUNCT
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american_scientific_journal-7381	419	9	,	,	PUNCT
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american_scientific_journal-7381	419	13	,	,	PUNCT
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american_scientific_journal-7381	419	20	in	in	ADP
american_scientific_journal-7381	419	21	software	software	NOUN
american_scientific_journal-7381	419	22	engineering	engineering	NOUN
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american_scientific_journal-7381	419	26	,	,	PUNCT
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american_scientific_journal-7381	419	46	,	,	PUNCT
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american_scientific_journal-7381	420	1	54–57	54–57	NUM
american_scientific_journal-7381	420	2	,	,	PUNCT
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american_scientific_journal-7381	420	4	:	:	PUNCT
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american_scientific_journal-7381	421	6	,	,	PUNCT
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american_scientific_journal-7381	421	55	,	,	PUNCT
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american_scientific_journal-7381	422	2	,	,	PUNCT
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american_scientific_journal-7381	422	4	:	:	PUNCT
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american_scientific_journal-7381	422	6	/	/	SYM
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american_scientific_journal-7381	422	8	.	.	PUNCT
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american_scientific_journal-7381	423	10	“	"	PUNCT
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american_scientific_journal-7381	423	12	learning	learning	NOUN
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american_scientific_journal-7381	423	14	system	system	NOUN
american_scientific_journal-7381	423	15	/	/	SYM
american_scientific_journal-7381	423	16	software	software	NOUN
american_scientific_journal-7381	423	17	engineering	engineering	NOUN
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american_scientific_journal-7381	423	38	,	,	PUNCT
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american_scientific_journal-7381	425	8	,	,	PUNCT
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american_scientific_journal-7381	425	10	,	,	PUNCT
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american_scientific_journal-7381	425	13	(	(	PUNCT
american_scientific_journal-7381	425	14	asrjets	asrjet	NOUN
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american_scientific_journal-7381	425	16	(	(	PUNCT
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american_scientific_journal-7381	425	19	,	,	PUNCT
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american_scientific_journal-7381	425	21	,	,	PUNCT
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american_scientific_journal-7381	425	23	370396	370396	NUM
american_scientific_journal-7381	425	24	396	396	NUM
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american_scientific_journal-7381	426	1	systematic	systematic	PROPN
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american_scientific_journal-7381	426	5	protocol	protocol	NOUN
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american_scientific_journal-7381	426	7	in	in	ADP
american_scientific_journal-7381	426	8	this	this	DET
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american_scientific_journal-7381	426	12	on	on	ADP
american_scientific_journal-7381	426	13	the	the	DET
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american_scientific_journal-7381	426	15	(	(	PUNCT
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