id	sid	tid	token	lemma	pos
american_scientific_journal-5564	1	1	180	180	NUM
american_scientific_journal-5564	1	2	american	american	ADJ
american_scientific_journal-5564	1	3	scientific	scientific	ADJ
american_scientific_journal-5564	1	4	research	research	NOUN
american_scientific_journal-5564	1	5	journal	journal	NOUN
american_scientific_journal-5564	1	6	for	for	ADP
american_scientific_journal-5564	1	7	engineering	engineering	NOUN
american_scientific_journal-5564	1	8	,	,	PUNCT
american_scientific_journal-5564	1	9	technology	technology	NOUN
american_scientific_journal-5564	1	10	,	,	PUNCT
american_scientific_journal-5564	1	11	and	and	CCONJ
american_scientific_journal-5564	1	12	sciences	science	NOUN
american_scientific_journal-5564	1	13	(	(	PUNCT
american_scientific_journal-5564	1	14	asrjets	asrjet	NOUN
american_scientific_journal-5564	1	15	)	)	PUNCT
american_scientific_journal-5564	1	16	issn	issn	PROPN
american_scientific_journal-5564	1	17	(	(	PUNCT
american_scientific_journal-5564	1	18	print	print	NOUN
american_scientific_journal-5564	1	19	)	)	PUNCT
american_scientific_journal-5564	1	20	2313	2313	NUM
american_scientific_journal-5564	1	21	-	-	SYM
american_scientific_journal-5564	1	22	4410	4410	NUM
american_scientific_journal-5564	1	23	,	,	PUNCT
american_scientific_journal-5564	1	24	issn	issn	PROPN
american_scientific_journal-5564	1	25	(	(	PUNCT
american_scientific_journal-5564	1	26	online	online	ADJ
american_scientific_journal-5564	1	27	)	)	PUNCT
american_scientific_journal-5564	1	28	2313	2313	NUM
american_scientific_journal-5564	1	29	-	-	SYM
american_scientific_journal-5564	1	30	4402	4402	NUM
american_scientific_journal-5564	1	31	©	©	PROPN
american_scientific_journal-5564	1	32	global	global	ADJ
american_scientific_journal-5564	1	33	society	society	NOUN
american_scientific_journal-5564	1	34	of	of	ADP
american_scientific_journal-5564	1	35	scientific	scientific	ADJ
american_scientific_journal-5564	1	36	research	research	NOUN
american_scientific_journal-5564	1	37	and	and	CCONJ
american_scientific_journal-5564	1	38	researchers	researcher	NOUN
american_scientific_journal-5564	1	39	http://asrjetsjournal.org/	http://asrjetsjournal.org/	NOUN
american_scientific_journal-5564	1	40	application	application	NOUN
american_scientific_journal-5564	1	41	of	of	ADP
american_scientific_journal-5564	1	42	neural	neural	ADJ
american_scientific_journal-5564	1	43	networks	network	NOUN
american_scientific_journal-5564	1	44	and	and	CCONJ
american_scientific_journal-5564	1	45	adaptive	adaptive	ADJ
american_scientific_journal-5564	1	46	-	-	PUNCT
american_scientific_journal-5564	1	47	networkbased	networkbase	VERB
american_scientific_journal-5564	1	48	fuzzy	fuzzy	ADJ
american_scientific_journal-5564	1	49	system	system	NOUN
american_scientific_journal-5564	1	50	in	in	ADP
american_scientific_journal-5564	1	51	the	the	DET
american_scientific_journal-5564	1	52	prediction	prediction	NOUN
american_scientific_journal-5564	1	53	of	of	ADP
american_scientific_journal-5564	1	54	optimum	optimum	ADJ
american_scientific_journal-5564	1	55	bitumen	bituman	NOUN
american_scientific_journal-5564	1	56	content	content	NOUN
american_scientific_journal-5564	1	57	for	for	ADP
american_scientific_journal-5564	1	58	asphaltic	asphaltic	ADJ
american_scientific_journal-5564	1	59	concrete	concrete	ADJ
american_scientific_journal-5564	1	60	mixtures	mixture	NOUN
american_scientific_journal-5564	1	61	moussa	moussa	PROPN
american_scientific_journal-5564	1	62	.	.	PUNCT
american_scientific_journal-5564	2	1	s.	s.	PROPN
american_scientific_journal-5564	2	2	elbisy	elbisy	PROPN
american_scientific_journal-5564	3	1	a	a	PRON
american_scientific_journal-5564	3	2	*	*	X
american_scientific_journal-5564	3	3	,	,	PUNCT
american_scientific_journal-5564	4	1	m.	m.	PROPN
american_scientific_journal-5564	4	2	h.	h.	PROPN
american_scientific_journal-5564	4	3	alawi	alawi	PROPN
american_scientific_journal-5564	4	4	b	b	PROPN
american_scientific_journal-5564	4	5	,	,	PUNCT
american_scientific_journal-5564	4	6	m.	m.	NOUN
american_scientific_journal-5564	4	7	a.	a.	NOUN
american_scientific_journal-5564	4	8	saif	saif	PROPN
american_scientific_journal-5564	4	9	c	c	PROPN
american_scientific_journal-5564	4	10	a	a	DET
american_scientific_journal-5564	4	11	,	,	PUNCT
american_scientific_journal-5564	4	12	b	b	NOUN
american_scientific_journal-5564	4	13	,	,	PUNCT
american_scientific_journal-5564	4	14	c	c	PROPN
american_scientific_journal-5564	4	15	department	department	PROPN
american_scientific_journal-5564	4	16	of	of	ADP
american_scientific_journal-5564	4	17	civil	civil	ADJ
american_scientific_journal-5564	4	18	engineering	engineering	NOUN
american_scientific_journal-5564	4	19	,	,	PUNCT
american_scientific_journal-5564	4	20	umm	umm	INTJ
american_scientific_journal-5564	4	21	al	al	PROPN
american_scientific_journal-5564	4	22	-	-	PUNCT
american_scientific_journal-5564	4	23	qura	qura	PROPN
american_scientific_journal-5564	4	24	university	university	PROPN
american_scientific_journal-5564	4	25	,	,	PUNCT
american_scientific_journal-5564	4	26	makkah	makkah	PROPN
american_scientific_journal-5564	4	27	,	,	PUNCT
american_scientific_journal-5564	4	28	saudi	saudi	PROPN
american_scientific_journal-5564	4	29	arabia	arabia	PROPN
american_scientific_journal-5564	4	30	a	a	DET
american_scientific_journal-5564	4	31	email	email	NOUN
american_scientific_journal-5564	4	32	:	:	PUNCT
american_scientific_journal-5564	4	33	mselbisy@uqu.edu.sa	mselbisy@uqu.edu.sa	PROPN
american_scientific_journal-5564	4	34	b	b	PROPN
american_scientific_journal-5564	4	35	email	email	NOUN
american_scientific_journal-5564	4	36	:	:	PUNCT
american_scientific_journal-5564	4	37	masaif@uqu.edu.sa	masaif@uqu.edu.sa	PROPN
american_scientific_journal-5564	4	38	c	c	PROPN
american_scientific_journal-5564	4	39	email	email	NOUN
american_scientific_journal-5564	4	40	:	:	PUNCT
american_scientific_journal-5564	5	1	cenmha@yahoo.com	cenmha@yahoo.com	X
american_scientific_journal-5564	5	2	abstract	abstract	ADJ
american_scientific_journal-5564	5	3	the	the	DET
american_scientific_journal-5564	5	4	objective	objective	NOUN
american_scientific_journal-5564	5	5	of	of	ADP
american_scientific_journal-5564	5	6	this	this	DET
american_scientific_journal-5564	5	7	study	study	NOUN
american_scientific_journal-5564	5	8	is	be	AUX
american_scientific_journal-5564	5	9	to	to	PART
american_scientific_journal-5564	5	10	explore	explore	VERB
american_scientific_journal-5564	5	11	the	the	DET
american_scientific_journal-5564	5	12	applicability	applicability	NOUN
american_scientific_journal-5564	5	13	of	of	ADP
american_scientific_journal-5564	5	14	artificial	artificial	ADJ
american_scientific_journal-5564	5	15	neural	neural	ADJ
american_scientific_journal-5564	5	16	networks	network	NOUN
american_scientific_journal-5564	5	17	(	(	PUNCT
american_scientific_journal-5564	5	18	anns	anns	NOUN
american_scientific_journal-5564	5	19	)	)	PUNCT
american_scientific_journal-5564	5	20	and	and	CCONJ
american_scientific_journal-5564	5	21	adaptivenetwork	adaptivenetwork	NOUN
american_scientific_journal-5564	5	22	-	-	PUNCT
american_scientific_journal-5564	5	23	based	base	VERB
american_scientific_journal-5564	5	24	fuzzy	fuzzy	ADJ
american_scientific_journal-5564	5	25	system	system	NOUN
american_scientific_journal-5564	5	26	(	(	PUNCT
american_scientific_journal-5564	5	27	anfis	anfi	VERB
american_scientific_journal-5564	5	28	)	)	PUNCT
american_scientific_journal-5564	5	29	for	for	ADP
american_scientific_journal-5564	5	30	predicting	predict	VERB
american_scientific_journal-5564	5	31	the	the	DET
american_scientific_journal-5564	5	32	bitumen	bitumen	NOUN
american_scientific_journal-5564	5	33	content	content	NOUN
american_scientific_journal-5564	5	34	(	(	PUNCT
american_scientific_journal-5564	5	35	obc	obc	PROPN
american_scientific_journal-5564	5	36	)	)	PUNCT
american_scientific_journal-5564	5	37	of	of	ADP
american_scientific_journal-5564	5	38	asphaltic	asphaltic	ADJ
american_scientific_journal-5564	5	39	concrete	concrete	ADJ
american_scientific_journal-5564	5	40	mixtures	mixture	NOUN
american_scientific_journal-5564	5	41	based	base	VERB
american_scientific_journal-5564	5	42	on	on	ADP
american_scientific_journal-5564	5	43	the	the	DET
american_scientific_journal-5564	5	44	experimental	experimental	ADJ
american_scientific_journal-5564	5	45	data	datum	NOUN
american_scientific_journal-5564	5	46	.	.	PUNCT
american_scientific_journal-5564	6	1	samples	sample	NOUN
american_scientific_journal-5564	6	2	were	be	AUX
american_scientific_journal-5564	6	3	collected	collect	VERB
american_scientific_journal-5564	6	4	from	from	ADP
american_scientific_journal-5564	6	5	different	different	ADJ
american_scientific_journal-5564	6	6	regions	region	NOUN
american_scientific_journal-5564	6	7	in	in	ADP
american_scientific_journal-5564	6	8	makkah	makkah	PROPN
american_scientific_journal-5564	6	9	region	region	PROPN
american_scientific_journal-5564	6	10	in	in	ADP
american_scientific_journal-5564	6	11	saudi	saudi	PROPN
american_scientific_journal-5564	6	12	arabia	arabia	PROPN
american_scientific_journal-5564	6	13	during	during	ADP
american_scientific_journal-5564	6	14	construction	construction	NOUN
american_scientific_journal-5564	6	15	and	and	CCONJ
american_scientific_journal-5564	6	16	tested	test	VERB
american_scientific_journal-5564	6	17	at	at	ADP
american_scientific_journal-5564	6	18	laboratories	laboratory	NOUN
american_scientific_journal-5564	6	19	of	of	ADP
american_scientific_journal-5564	6	20	umm	umm	INTJ
american_scientific_journal-5564	6	21	al	al	PROPN
american_scientific_journal-5564	6	22	-	-	PUNCT
american_scientific_journal-5564	6	23	qura	qura	PROPN
american_scientific_journal-5564	6	24	university	university	NOUN
american_scientific_journal-5564	6	25	for	for	ADP
american_scientific_journal-5564	6	26	bitumen	bitumen	NOUN
american_scientific_journal-5564	6	27	content	content	NOUN
american_scientific_journal-5564	6	28	,	,	PUNCT
american_scientific_journal-5564	6	29	gradation	gradation	NOUN
american_scientific_journal-5564	6	30	of	of	ADP
american_scientific_journal-5564	6	31	aggregate	aggregate	ADJ
american_scientific_journal-5564	6	32	determination	determination	NOUN
american_scientific_journal-5564	6	33	.	.	PUNCT
american_scientific_journal-5564	7	1	asphaltic	asphaltic	ADJ
american_scientific_journal-5564	7	2	concrete	concrete	ADJ
american_scientific_journal-5564	7	3	mixtures	mixture	NOUN
american_scientific_journal-5564	7	4	data	datum	NOUN
american_scientific_journal-5564	7	5	were	be	AUX
american_scientific_journal-5564	7	6	used	use	VERB
american_scientific_journal-5564	7	7	to	to	PART
american_scientific_journal-5564	7	8	test	test	VERB
american_scientific_journal-5564	7	9	the	the	DET
american_scientific_journal-5564	7	10	performance	performance	NOUN
american_scientific_journal-5564	7	11	of	of	ADP
american_scientific_journal-5564	7	12	the	the	DET
american_scientific_journal-5564	7	13	anns	anns	NOUN
american_scientific_journal-5564	7	14	and	and	CCONJ
american_scientific_journal-5564	7	15	anfis	anfis	ADJ
american_scientific_journal-5564	7	16	models	model	NOUN
american_scientific_journal-5564	7	17	.	.	PUNCT
american_scientific_journal-5564	8	1	among	among	ADP
american_scientific_journal-5564	8	2	the	the	DET
american_scientific_journal-5564	8	3	two	two	NUM
american_scientific_journal-5564	8	4	ann	ann	PROPN
american_scientific_journal-5564	8	5	models	model	NOUN
american_scientific_journal-5564	8	6	(	(	PUNCT
american_scientific_journal-5564	8	7	a	a	DET
american_scientific_journal-5564	8	8	feed	feed	NOUN
american_scientific_journal-5564	8	9	-	-	PUNCT
american_scientific_journal-5564	8	10	forward	forward	NOUN
american_scientific_journal-5564	8	11	back	back	NOUN
american_scientific_journal-5564	8	12	propagation	propagation	NOUN
american_scientific_journal-5564	8	13	(	(	PUNCT
american_scientific_journal-5564	8	14	bp	bp	PROPN
american_scientific_journal-5564	8	15	)	)	PUNCT
american_scientific_journal-5564	8	16	and	and	CCONJ
american_scientific_journal-5564	8	17	a	a	DET
american_scientific_journal-5564	8	18	radial	radial	ADJ
american_scientific_journal-5564	8	19	basis	basis	NOUN
american_scientific_journal-5564	8	20	function	function	NOUN
american_scientific_journal-5564	8	21	(	(	PUNCT
american_scientific_journal-5564	8	22	rbf	rbf	PROPN
american_scientific_journal-5564	8	23	)	)	PUNCT
american_scientific_journal-5564	8	24	)	)	PUNCT
american_scientific_journal-5564	8	25	employed	employ	VERB
american_scientific_journal-5564	8	26	for	for	ADP
american_scientific_journal-5564	8	27	this	this	DET
american_scientific_journal-5564	8	28	investigation	investigation	NOUN
american_scientific_journal-5564	8	29	,	,	PUNCT
american_scientific_journal-5564	8	30	the	the	DET
american_scientific_journal-5564	8	31	bp	bp	PROPN
american_scientific_journal-5564	8	32	neural	neural	PROPN
american_scientific_journal-5564	8	33	network	network	NOUN
american_scientific_journal-5564	8	34	was	be	AUX
american_scientific_journal-5564	8	35	found	find	VERB
american_scientific_journal-5564	8	36	to	to	PART
american_scientific_journal-5564	8	37	be	be	AUX
american_scientific_journal-5564	8	38	superior	superior	ADJ
american_scientific_journal-5564	8	39	to	to	ADP
american_scientific_journal-5564	8	40	rbf	rbf	PROPN
american_scientific_journal-5564	8	41	network	network	NOUN
american_scientific_journal-5564	8	42	for	for	ADP
american_scientific_journal-5564	8	43	prediction	prediction	NOUN
american_scientific_journal-5564	8	44	of	of	ADP
american_scientific_journal-5564	8	45	the	the	DET
american_scientific_journal-5564	8	46	obc	obc	NOUN
american_scientific_journal-5564	8	47	of	of	ADP
american_scientific_journal-5564	8	48	asphaltic	asphaltic	ADJ
american_scientific_journal-5564	8	49	concrete	concrete	ADJ
american_scientific_journal-5564	8	50	mixtures	mixture	NOUN
american_scientific_journal-5564	8	51	.	.	PUNCT
american_scientific_journal-5564	9	1	for	for	ADP
american_scientific_journal-5564	9	2	improving	improve	VERB
american_scientific_journal-5564	9	3	model	model	NOUN
american_scientific_journal-5564	9	4	prediction	prediction	NOUN
american_scientific_journal-5564	9	5	efficiency	efficiency	NOUN
american_scientific_journal-5564	9	6	,	,	PUNCT
american_scientific_journal-5564	9	7	optimization	optimization	NOUN
american_scientific_journal-5564	9	8	of	of	ADP
american_scientific_journal-5564	9	9	network	network	NOUN
american_scientific_journal-5564	9	10	structure	structure	NOUN
american_scientific_journal-5564	9	11	and	and	CCONJ
american_scientific_journal-5564	9	12	spread	spread	VERB
american_scientific_journal-5564	9	13	are	be	AUX
american_scientific_journal-5564	9	14	important	important	ADJ
american_scientific_journal-5564	9	15	for	for	ADP
american_scientific_journal-5564	9	16	bp	bp	PROPN
american_scientific_journal-5564	9	17	and	and	CCONJ
american_scientific_journal-5564	9	18	rbf	rbf	PROPN
american_scientific_journal-5564	9	19	types	type	NOUN
american_scientific_journal-5564	9	20	of	of	ADP
american_scientific_journal-5564	9	21	the	the	DET
american_scientific_journal-5564	9	22	network	network	NOUN
american_scientific_journal-5564	9	23	,	,	PUNCT
american_scientific_journal-5564	9	24	respectively	respectively	ADV
american_scientific_journal-5564	9	25	.	.	PUNCT
american_scientific_journal-5564	10	1	a	a	DET
american_scientific_journal-5564	10	2	bpnn	bpnn	NOUN
american_scientific_journal-5564	10	3	model	model	NOUN
american_scientific_journal-5564	10	4	having	have	VERB
american_scientific_journal-5564	10	5	a	a	DET
american_scientific_journal-5564	10	6	structure	structure	NOUN
american_scientific_journal-5564	10	7	3	3	NUM
american_scientific_journal-5564	10	8	-	-	SYM
american_scientific_journal-5564	10	9	8	8	NUM
american_scientific_journal-5564	10	10	-	-	PUNCT
american_scientific_journal-5564	10	11	4	4	NUM
american_scientific_journal-5564	10	12	-	-	SYM
american_scientific_journal-5564	10	13	1	1	NUM
american_scientific_journal-5564	10	14	(	(	PUNCT
american_scientific_journal-5564	10	15	three	three	NUM
american_scientific_journal-5564	10	16	neurons	neuron	NOUN
american_scientific_journal-5564	10	17	in	in	ADP
american_scientific_journal-5564	10	18	input	input	NOUN
american_scientific_journal-5564	10	19	and	and	CCONJ
american_scientific_journal-5564	10	20	eight	eight	NUM
american_scientific_journal-5564	10	21	neurons	neuron	NOUN
american_scientific_journal-5564	10	22	in	in	ADP
american_scientific_journal-5564	10	23	first	first	ADJ
american_scientific_journal-5564	10	24	hidden	hide	VERB
american_scientific_journal-5564	10	25	layers	layer	NOUN
american_scientific_journal-5564	10	26	,	,	PUNCT
american_scientific_journal-5564	10	27	four	four	NUM
american_scientific_journal-5564	10	28	neurons	neuron	NOUN
american_scientific_journal-5564	10	29	in	in	ADP
american_scientific_journal-5564	10	30	second	second	ADJ
american_scientific_journal-5564	10	31	hidden	hide	VERB
american_scientific_journal-5564	10	32	layer	layer	NOUN
american_scientific_journal-5564	10	33	and	and	CCONJ
american_scientific_journal-5564	10	34	one	one	NUM
american_scientific_journal-5564	10	35	neuron	neuron	NOUN
american_scientific_journal-5564	10	36	in	in	ADP
american_scientific_journal-5564	10	37	output	output	NOUN
american_scientific_journal-5564	10	38	layer	layer	NOUN
american_scientific_journal-5564	10	39	)	)	PUNCT
american_scientific_journal-5564	10	40	produced	produce	VERB
american_scientific_journal-5564	10	41	better	well	ADJ
american_scientific_journal-5564	10	42	prediction	prediction	NOUN
american_scientific_journal-5564	10	43	performance	performance	NOUN
american_scientific_journal-5564	10	44	efficiencies	efficiency	NOUN
american_scientific_journal-5564	10	45	with	with	ADP
american_scientific_journal-5564	10	46	an	an	DET
american_scientific_journal-5564	10	47	accuracy	accuracy	NOUN
american_scientific_journal-5564	10	48	of	of	ADP
american_scientific_journal-5564	10	49	96.37	96.37	NUM
american_scientific_journal-5564	10	50	%	%	NOUN
american_scientific_journal-5564	10	51	.	.	PUNCT
american_scientific_journal-5564	11	1	the	the	DET
american_scientific_journal-5564	11	2	bpnn	bpnn	NOUN
american_scientific_journal-5564	11	3	(	(	PUNCT
american_scientific_journal-5564	11	4	3	3	NUM
american_scientific_journal-5564	11	5	-	-	SYM
american_scientific_journal-5564	11	6	8	8	NUM
american_scientific_journal-5564	11	7	-	-	PUNCT
american_scientific_journal-5564	11	8	4	4	NUM
american_scientific_journal-5564	11	9	-	-	PUNCT
american_scientific_journal-5564	11	10	1	1	NUM
american_scientific_journal-5564	11	11	)	)	PUNCT
american_scientific_journal-5564	11	12	model	model	NOUN
american_scientific_journal-5564	11	13	was	be	AUX
american_scientific_journal-5564	11	14	fairly	fairly	ADV
american_scientific_journal-5564	11	15	close	close	ADJ
american_scientific_journal-5564	11	16	to	to	ADP
american_scientific_journal-5564	11	17	the	the	DET
american_scientific_journal-5564	11	18	corresponding	corresponding	ADJ
american_scientific_journal-5564	11	19	actual	actual	ADJ
american_scientific_journal-5564	11	20	values	value	NOUN
american_scientific_journal-5564	11	21	of	of	ADP
american_scientific_journal-5564	11	22	obc	obc	VERB
american_scientific_journal-5564	11	23	with	with	ADP
american_scientific_journal-5564	11	24	the	the	DET
american_scientific_journal-5564	11	25	average	average	ADJ
american_scientific_journal-5564	11	26	error	error	NOUN
american_scientific_journal-5564	11	27	of	of	ADP
american_scientific_journal-5564	11	28	1.1854	1.1854	NUM
american_scientific_journal-5564	11	29	%	%	NOUN
american_scientific_journal-5564	11	30	and	and	CCONJ
american_scientific_journal-5564	11	31	1.01	1.01	NUM
american_scientific_journal-5564	11	32	%	%	NOUN
american_scientific_journal-5564	11	33	for	for	ADP
american_scientific_journal-5564	11	34	trained	train	VERB
american_scientific_journal-5564	11	35	and	and	CCONJ
american_scientific_journal-5564	11	36	tested	test	VERB
american_scientific_journal-5564	11	37	data	datum	NOUN
american_scientific_journal-5564	11	38	respectively	respectively	ADV
american_scientific_journal-5564	11	39	.	.	PUNCT
american_scientific_journal-5564	12	1	the	the	DET
american_scientific_journal-5564	12	2	results	result	NOUN
american_scientific_journal-5564	12	3	of	of	ADP
american_scientific_journal-5564	12	4	the	the	DET
american_scientific_journal-5564	12	5	testing	testing	NOUN
american_scientific_journal-5564	12	6	of	of	ADP
american_scientific_journal-5564	12	7	anfis	anfis	PROPN
american_scientific_journal-5564	12	8	were	be	AUX
american_scientific_journal-5564	12	9	indicated	indicate	VERB
american_scientific_journal-5564	12	10	almost	almost	ADV
american_scientific_journal-5564	12	11	same	same	ADJ
american_scientific_journal-5564	12	12	performance	performance	NOUN
american_scientific_journal-5564	12	13	of	of	ADP
american_scientific_journal-5564	12	14	the	the	DET
american_scientific_journal-5564	12	15	bpnn	bpnn	NOUN
american_scientific_journal-5564	12	16	(	(	PUNCT
american_scientific_journal-5564	12	17	3	3	NUM
american_scientific_journal-5564	12	18	-	-	SYM
american_scientific_journal-5564	12	19	8	8	NUM
american_scientific_journal-5564	12	20	-	-	PUNCT
american_scientific_journal-5564	12	21	4	4	NUM
american_scientific_journal-5564	12	22	-	-	PUNCT
american_scientific_journal-5564	12	23	1	1	NUM
american_scientific_journal-5564	12	24	)	)	PUNCT
american_scientific_journal-5564	12	25	model	model	NOUN
american_scientific_journal-5564	12	26	.	.	PUNCT
american_scientific_journal-5564	13	1	keywords	keyword	NOUN
american_scientific_journal-5564	13	2	:	:	PUNCT
american_scientific_journal-5564	13	3	bitumen	bitumen	NOUN
american_scientific_journal-5564	13	4	content	content	NOUN
american_scientific_journal-5564	13	5	;	;	PUNCT
american_scientific_journal-5564	13	6	artificial	artificial	ADJ
american_scientific_journal-5564	13	7	neural	neural	ADJ
american_scientific_journal-5564	13	8	networks	network	NOUN
american_scientific_journal-5564	13	9	;	;	PUNCT
american_scientific_journal-5564	13	10	adaptive	adaptive	ADJ
american_scientific_journal-5564	13	11	-	-	PUNCT
american_scientific_journal-5564	13	12	network	network	NOUN
american_scientific_journal-5564	13	13	-	-	PUNCT
american_scientific_journal-5564	13	14	based	base	VERB
american_scientific_journal-5564	13	15	fuzzy	fuzzy	ADJ
american_scientific_journal-5564	13	16	system	system	NOUN
american_scientific_journal-5564	13	17	;	;	PUNCT
american_scientific_journal-5564	13	18	prediction	prediction	NOUN
american_scientific_journal-5564	13	19	.	.	PUNCT
american_scientific_journal-5564	14	1	-----------------------------------------------------------------------	-----------------------------------------------------------------------	PUNCT
american_scientific_journal-5564	15	1	*	*	PUNCT
american_scientific_journal-5564	15	2	corresponding	correspond	VERB
american_scientific_journal-5564	15	3	author	author	NOUN
american_scientific_journal-5564	15	4	american	american	PROPN
american_scientific_journal-5564	15	5	scientific	scientific	PROPN
american_scientific_journal-5564	15	6	research	research	PROPN
american_scientific_journal-5564	15	7	journal	journal	NOUN
american_scientific_journal-5564	15	8	for	for	ADP
american_scientific_journal-5564	15	9	engineering	engineering	NOUN
american_scientific_journal-5564	15	10	,	,	PUNCT
american_scientific_journal-5564	15	11	technology	technology	NOUN
american_scientific_journal-5564	15	12	,	,	PUNCT
american_scientific_journal-5564	15	13	and	and	CCONJ
american_scientific_journal-5564	15	14	sciences	science	NOUN
american_scientific_journal-5564	15	15	(	(	PUNCT
american_scientific_journal-5564	15	16	asrjets	asrjet	NOUN
american_scientific_journal-5564	15	17	)	)	PUNCT
american_scientific_journal-5564	15	18	(	(	PUNCT
american_scientific_journal-5564	15	19	2020	2020	NUM
american_scientific_journal-5564	15	20	)	)	PUNCT
american_scientific_journal-5564	15	21	volume	volume	NOUN
american_scientific_journal-5564	15	22	63	63	NUM
american_scientific_journal-5564	15	23	,	,	PUNCT
american_scientific_journal-5564	15	24	no	no	DET
american_scientific_journal-5564	15	25	1	1	NUM
american_scientific_journal-5564	15	26	,	,	PUNCT
american_scientific_journal-5564	15	27	pp	pp	ADV
american_scientific_journal-5564	15	28	180	180	NUM
american_scientific_journal-5564	15	29	-	-	SYM
american_scientific_journal-5564	15	30	192	192	NUM
american_scientific_journal-5564	15	31	181	181	NUM
american_scientific_journal-5564	15	32	1	1	NUM
american_scientific_journal-5564	15	33	.	.	PUNCT
american_scientific_journal-5564	15	34	introduction	introduction	NOUN
american_scientific_journal-5564	15	35	in	in	ADP
american_scientific_journal-5564	15	36	order	order	NOUN
american_scientific_journal-5564	15	37	to	to	PART
american_scientific_journal-5564	15	38	design	design	VERB
american_scientific_journal-5564	15	39	a	a	DET
american_scientific_journal-5564	15	40	road	road	NOUN
american_scientific_journal-5564	15	41	superstructure	superstructure	NOUN
american_scientific_journal-5564	15	42	,	,	PUNCT
american_scientific_journal-5564	15	43	two	two	NUM
american_scientific_journal-5564	15	44	main	main	ADJ
american_scientific_journal-5564	15	45	tasks	task	NOUN
american_scientific_journal-5564	15	46	have	have	VERB
american_scientific_journal-5564	15	47	to	to	PART
american_scientific_journal-5564	15	48	be	be	AUX
american_scientific_journal-5564	15	49	accomplished	accomplish	VERB
american_scientific_journal-5564	15	50	,	,	PUNCT
american_scientific_journal-5564	15	51	namely	namely	ADV
american_scientific_journal-5564	15	52	,	,	PUNCT
american_scientific_journal-5564	15	53	the	the	DET
american_scientific_journal-5564	15	54	mix	mix	NOUN
american_scientific_journal-5564	15	55	design	design	NOUN
american_scientific_journal-5564	15	56	of	of	ADP
american_scientific_journal-5564	15	57	the	the	DET
american_scientific_journal-5564	15	58	asphalt	asphalt	NOUN
american_scientific_journal-5564	15	59	concrete	concrete	NOUN
american_scientific_journal-5564	15	60	to	to	PART
american_scientific_journal-5564	15	61	be	be	AUX
american_scientific_journal-5564	15	62	used	use	VERB
american_scientific_journal-5564	15	63	for	for	ADP
american_scientific_journal-5564	15	64	each	each	PRON
american_scientific_journal-5564	15	65	of	of	ADP
american_scientific_journal-5564	15	66	the	the	DET
american_scientific_journal-5564	15	67	layers	layer	NOUN
american_scientific_journal-5564	15	68	of	of	ADP
american_scientific_journal-5564	15	69	the	the	DET
american_scientific_journal-5564	15	70	pavement	pavement	NOUN
american_scientific_journal-5564	15	71	and	and	CCONJ
american_scientific_journal-5564	15	72	the	the	DET
american_scientific_journal-5564	15	73	thickness	thickness	NOUN
american_scientific_journal-5564	15	74	design	design	NOUN
american_scientific_journal-5564	15	75	of	of	ADP
american_scientific_journal-5564	15	76	the	the	DET
american_scientific_journal-5564	15	77	pavement	pavement	NOUN
american_scientific_journal-5564	15	78	itself	itself	PRON
american_scientific_journal-5564	15	79	.	.	PUNCT
american_scientific_journal-5564	16	1	focusing	focus	VERB
american_scientific_journal-5564	16	2	the	the	DET
american_scientific_journal-5564	16	3	attention	attention	NOUN
american_scientific_journal-5564	16	4	on	on	ADP
american_scientific_journal-5564	16	5	the	the	DET
american_scientific_journal-5564	16	6	mix	mix	NOUN
american_scientific_journal-5564	16	7	design	design	NOUN
american_scientific_journal-5564	16	8	task	task	NOUN
american_scientific_journal-5564	16	9	,	,	PUNCT
american_scientific_journal-5564	16	10	currently	currently	ADV
american_scientific_journal-5564	16	11	,	,	PUNCT
american_scientific_journal-5564	16	12	all	all	ADV
american_scientific_journal-5564	16	13	over	over	ADP
american_scientific_journal-5564	16	14	the	the	DET
american_scientific_journal-5564	16	15	world	world	NOUN
american_scientific_journal-5564	16	16	,	,	PUNCT
american_scientific_journal-5564	16	17	experimental	experimental	ADJ
american_scientific_journal-5564	16	18	procedures	procedure	NOUN
american_scientific_journal-5564	16	19	carried	carry	VERB
american_scientific_journal-5564	16	20	out	out	ADP
american_scientific_journal-5564	16	21	in	in	ADP
american_scientific_journal-5564	16	22	a	a	DET
american_scientific_journal-5564	16	23	road	road	NOUN
american_scientific_journal-5564	16	24	laboratory	laboratory	NOUN
american_scientific_journal-5564	16	25	are	be	AUX
american_scientific_journal-5564	16	26	adopted	adopt	VERB
american_scientific_journal-5564	16	27	[	[	PUNCT
american_scientific_journal-5564	16	28	1	1	NUM
american_scientific_journal-5564	16	29	-	-	SYM
american_scientific_journal-5564	16	30	3	3	NUM
american_scientific_journal-5564	16	31	]	]	PUNCT
american_scientific_journal-5564	16	32	.	.	PUNCT
american_scientific_journal-5564	17	1	the	the	DET
american_scientific_journal-5564	17	2	laboratory	laboratory	NOUN
american_scientific_journal-5564	17	3	tests	test	NOUN
american_scientific_journal-5564	17	4	used	use	VERB
american_scientific_journal-5564	17	5	to	to	PART
american_scientific_journal-5564	17	6	evaluate	evaluate	VERB
american_scientific_journal-5564	17	7	the	the	DET
american_scientific_journal-5564	17	8	physical	physical	ADJ
american_scientific_journal-5564	17	9	properties	property	NOUN
american_scientific_journal-5564	17	10	and	and	CCONJ
american_scientific_journal-5564	17	11	the	the	DET
american_scientific_journal-5564	17	12	mechanical	mechanical	ADJ
american_scientific_journal-5564	17	13	resistance	resistance	NOUN
american_scientific_journal-5564	17	14	of	of	ADP
american_scientific_journal-5564	17	15	components	component	NOUN
american_scientific_journal-5564	17	16	and	and	CCONJ
american_scientific_journal-5564	17	17	mixtures	mixture	NOUN
american_scientific_journal-5564	17	18	are	be	AUX
american_scientific_journal-5564	17	19	quite	quite	ADV
american_scientific_journal-5564	17	20	time	time	NOUN
american_scientific_journal-5564	17	21	consuming	consume	VERB
american_scientific_journal-5564	17	22	;	;	PUNCT
american_scientific_journal-5564	17	23	moreover	moreover	ADV
american_scientific_journal-5564	17	24	,	,	PUNCT
american_scientific_journal-5564	17	25	skilled	skilled	ADJ
american_scientific_journal-5564	17	26	laboratory	laboratory	NOUN
american_scientific_journal-5564	17	27	technicians	technician	NOUN
american_scientific_journal-5564	17	28	have	have	VERB
american_scientific_journal-5564	17	29	to	to	PART
american_scientific_journal-5564	17	30	be	be	AUX
american_scientific_journal-5564	17	31	involved	involve	VERB
american_scientific_journal-5564	17	32	[	[	PUNCT
american_scientific_journal-5564	17	33	4	4	NUM
american_scientific_journal-5564	17	34	]	]	PUNCT
american_scientific_journal-5564	17	35	.	.	PUNCT
american_scientific_journal-5564	18	1	the	the	DET
american_scientific_journal-5564	18	2	optimum	optimum	ADJ
american_scientific_journal-5564	18	3	bitumen	bituman	NOUN
american_scientific_journal-5564	18	4	content	content	NOUN
american_scientific_journal-5564	18	5	of	of	ADP
american_scientific_journal-5564	18	6	asphaltic	asphaltic	ADJ
american_scientific_journal-5564	18	7	concrete	concrete	ADJ
american_scientific_journal-5564	18	8	mixture	mixture	NOUN
american_scientific_journal-5564	18	9	(	(	PUNCT
american_scientific_journal-5564	18	10	obc	obc	PROPN
american_scientific_journal-5564	18	11	)	)	PUNCT
american_scientific_journal-5564	18	12	is	be	AUX
american_scientific_journal-5564	18	13	greatly	greatly	ADV
american_scientific_journal-5564	18	14	influenced	influence	VERB
american_scientific_journal-5564	18	15	by	by	ADP
american_scientific_journal-5564	18	16	several	several	ADJ
american_scientific_journal-5564	18	17	parameters	parameter	NOUN
american_scientific_journal-5564	18	18	:	:	PUNCT
american_scientific_journal-5564	18	19	aggregate	aggregate	ADJ
american_scientific_journal-5564	18	20	(	(	PUNCT
american_scientific_journal-5564	18	21	typesizeshaperoughnessangularity	typesizeshaperoughnessangularity	NOUN
american_scientific_journal-5564	18	22	–	–	PUNCT
american_scientific_journal-5564	18	23	texture	texture	ADJ
american_scientific_journal-5564	18	24	–	–	PUNCT
american_scientific_journal-5564	18	25	gradation	gradation	NOUN
american_scientific_journal-5564	18	26	absorption	absorption	NOUN
american_scientific_journal-5564	18	27	)	)	PUNCT
american_scientific_journal-5564	18	28	,	,	PUNCT
american_scientific_journal-5564	18	29	filler	filler	NOUN
american_scientific_journal-5564	18	30	(	(	PUNCT
american_scientific_journal-5564	18	31	type	type	NOUN
american_scientific_journal-5564	18	32	–	–	PUNCT
american_scientific_journal-5564	18	33	shape	shape	NOUN
american_scientific_journal-5564	18	34	–	–	PUNCT
american_scientific_journal-5564	18	35	size	size	NOUN
american_scientific_journal-5564	18	36	quantity	quantity	NOUN
american_scientific_journal-5564	18	37	)	)	PUNCT
american_scientific_journal-5564	18	38	,	,	PUNCT
american_scientific_journal-5564	18	39	and	and	CCONJ
american_scientific_journal-5564	18	40	bitumen	bituman	NOUN
american_scientific_journal-5564	18	41	(	(	PUNCT
american_scientific_journal-5564	18	42	type	type	NOUN
american_scientific_journal-5564	18	43	–	–	PUNCT
american_scientific_journal-5564	18	44	penetration	penetration	NOUN
american_scientific_journal-5564	18	45	viscosity	viscosity	NOUN
american_scientific_journal-5564	18	46	)	)	PUNCT
american_scientific_journal-5564	18	47	.	.	PUNCT
american_scientific_journal-5564	19	1	consequently	consequently	ADV
american_scientific_journal-5564	19	2	,	,	PUNCT
american_scientific_journal-5564	19	3	developing	develop	VERB
american_scientific_journal-5564	19	4	the	the	DET
american_scientific_journal-5564	19	5	optimum	optimum	ADJ
american_scientific_journal-5564	19	6	bitumen	bituman	NOUN
american_scientific_journal-5564	19	7	content	content	NOUN
american_scientific_journal-5564	19	8	of	of	ADP
american_scientific_journal-5564	19	9	asphaltic	asphaltic	ADJ
american_scientific_journal-5564	19	10	concrete	concrete	ADJ
american_scientific_journal-5564	19	11	mixture	mixture	NOUN
american_scientific_journal-5564	19	12	requires	require	VERB
american_scientific_journal-5564	19	13	an	an	DET
american_scientific_journal-5564	19	14	extensive	extensive	ADJ
american_scientific_journal-5564	19	15	understanding	understanding	NOUN
american_scientific_journal-5564	19	16	of	of	ADP
american_scientific_journal-5564	19	17	the	the	DET
american_scientific_journal-5564	19	18	relation	relation	NOUN
american_scientific_journal-5564	19	19	between	between	ADP
american_scientific_journal-5564	19	20	these	these	DET
american_scientific_journal-5564	19	21	parameters	parameter	NOUN
american_scientific_journal-5564	19	22	and	and	CCONJ
american_scientific_journal-5564	19	23	the	the	DET
american_scientific_journal-5564	19	24	properties	property	NOUN
american_scientific_journal-5564	19	25	of	of	ADP
american_scientific_journal-5564	19	26	the	the	DET
american_scientific_journal-5564	19	27	resulting	result	VERB
american_scientific_journal-5564	19	28	matrix	matrix	NOUN
american_scientific_journal-5564	19	29	.	.	PUNCT
american_scientific_journal-5564	20	1	determination	determination	NOUN
american_scientific_journal-5564	20	2	of	of	ADP
american_scientific_journal-5564	20	3	obc	obc	PROPN
american_scientific_journal-5564	20	4	is	be	AUX
american_scientific_journal-5564	20	5	an	an	DET
american_scientific_journal-5564	20	6	essential	essential	ADJ
american_scientific_journal-5564	20	7	component	component	NOUN
american_scientific_journal-5564	20	8	for	for	ADP
american_scientific_journal-5564	20	9	design	design	NOUN
american_scientific_journal-5564	20	10	of	of	ADP
american_scientific_journal-5564	20	11	asphaltic	asphaltic	ADJ
american_scientific_journal-5564	20	12	concrete	concrete	ADJ
american_scientific_journal-5564	20	13	mixture	mixture	NOUN
american_scientific_journal-5564	20	14	.	.	PUNCT
american_scientific_journal-5564	21	1	there	there	PRON
american_scientific_journal-5564	21	2	are	be	VERB
american_scientific_journal-5564	21	3	many	many	ADJ
american_scientific_journal-5564	21	4	empirical	empirical	ADJ
american_scientific_journal-5564	21	5	formulas	formula	NOUN
american_scientific_journal-5564	21	6	[	[	X
american_scientific_journal-5564	21	7	5	5	NUM
american_scientific_journal-5564	21	8	]	]	PUNCT
american_scientific_journal-5564	21	9	for	for	SCONJ
american_scientific_journal-5564	21	10	determination	determination	NOUN
american_scientific_journal-5564	21	11	of	of	ADP
american_scientific_journal-5564	21	12	obc	obc	PROPN
american_scientific_journal-5564	21	13	has	have	AUX
american_scientific_journal-5564	21	14	been	be	AUX
american_scientific_journal-5564	21	15	developed	develop	VERB
american_scientific_journal-5564	21	16	.	.	PUNCT
american_scientific_journal-5564	22	1	in	in	ADP
american_scientific_journal-5564	22	2	this	this	DET
american_scientific_journal-5564	22	3	study	study	NOUN
american_scientific_journal-5564	22	4	,	,	PUNCT
american_scientific_journal-5564	22	5	the	the	DET
american_scientific_journal-5564	22	6	applications	application	NOUN
american_scientific_journal-5564	22	7	of	of	ADP
american_scientific_journal-5564	22	8	artificial	artificial	ADJ
american_scientific_journal-5564	22	9	neural	neural	ADJ
american_scientific_journal-5564	22	10	networks	network	NOUN
american_scientific_journal-5564	22	11	and	and	CCONJ
american_scientific_journal-5564	22	12	adaptive	adaptive	ADJ
american_scientific_journal-5564	22	13	-	-	PUNCT
american_scientific_journal-5564	22	14	networkbased	networkbase	VERB
american_scientific_journal-5564	22	15	fis	fis	PROPN
american_scientific_journal-5564	22	16	(	(	PUNCT
american_scientific_journal-5564	22	17	anus	anus	NOUN
american_scientific_journal-5564	22	18	)	)	PUNCT
american_scientific_journal-5564	23	1	[	[	X
american_scientific_journal-5564	23	2	6	6	NUM
american_scientific_journal-5564	23	3	]	]	PUNCT
american_scientific_journal-5564	23	4	,	,	PUNCT
american_scientific_journal-5564	23	5	which	which	PRON
american_scientific_journal-5564	23	6	is	be	AUX
american_scientific_journal-5564	23	7	a	a	DET
american_scientific_journal-5564	23	8	combination	combination	NOUN
american_scientific_journal-5564	23	9	of	of	ADP
american_scientific_journal-5564	23	10	ann	ann	PROPN
american_scientific_journal-5564	23	11	and	and	CCONJ
american_scientific_journal-5564	23	12	fis	fis	PROPN
american_scientific_journal-5564	23	13	to	to	PART
american_scientific_journal-5564	23	14	predict	predict	VERB
american_scientific_journal-5564	23	15	the	the	DET
american_scientific_journal-5564	23	16	obc	obc	NOUN
american_scientific_journal-5564	23	17	of	of	ADP
american_scientific_journal-5564	23	18	asphaltic	asphaltic	ADJ
american_scientific_journal-5564	23	19	concrete	concrete	ADJ
american_scientific_journal-5564	23	20	mixtures	mixture	NOUN
american_scientific_journal-5564	23	21	have	have	AUX
american_scientific_journal-5564	23	22	been	be	AUX
american_scientific_journal-5564	23	23	investigated	investigate	VERB
american_scientific_journal-5564	23	24	.	.	PUNCT
american_scientific_journal-5564	24	1	most	most	ADJ
american_scientific_journal-5564	24	2	of	of	ADP
american_scientific_journal-5564	24	3	the	the	DET
american_scientific_journal-5564	24	4	modern	modern	ADJ
american_scientific_journal-5564	24	5	research	research	NOUN
american_scientific_journal-5564	24	6	in	in	ADP
american_scientific_journal-5564	24	7	modeling	model	VERB
american_scientific_journal-5564	24	8	asphaltic	asphaltic	ADJ
american_scientific_journal-5564	24	9	concrete	concrete	ADJ
american_scientific_journal-5564	24	10	mixtures	mixture	NOUN
american_scientific_journal-5564	24	11	aims	aim	VERB
american_scientific_journal-5564	24	12	to	to	PART
american_scientific_journal-5564	24	13	construct	construct	VERB
american_scientific_journal-5564	24	14	mathematical	mathematical	ADJ
american_scientific_journal-5564	24	15	models	model	NOUN
american_scientific_journal-5564	24	16	to	to	PART
american_scientific_journal-5564	24	17	describe	describe	VERB
american_scientific_journal-5564	24	18	the	the	DET
american_scientific_journal-5564	24	19	relationship	relationship	NOUN
american_scientific_journal-5564	24	20	between	between	ADP
american_scientific_journal-5564	24	21	components	component	NOUN
american_scientific_journal-5564	24	22	of	of	ADP
american_scientific_journal-5564	24	23	mixtures	mixture	NOUN
american_scientific_journal-5564	24	24	behavior	behavior	NOUN
american_scientific_journal-5564	24	25	.	.	PUNCT
american_scientific_journal-5564	25	1	these	these	DET
american_scientific_journal-5564	25	2	models	model	NOUN
american_scientific_journal-5564	25	3	consist	consist	VERB
american_scientific_journal-5564	25	4	of	of	ADP
american_scientific_journal-5564	25	5	mathematical	mathematical	ADJ
american_scientific_journal-5564	25	6	rules	rule	NOUN
american_scientific_journal-5564	25	7	and	and	CCONJ
american_scientific_journal-5564	25	8	expressions	expression	NOUN
american_scientific_journal-5564	25	9	that	that	PRON
american_scientific_journal-5564	25	10	capture	capture	VERB
american_scientific_journal-5564	25	11	these	these	DET
american_scientific_journal-5564	25	12	varied	varied	ADJ
american_scientific_journal-5564	25	13	and	and	CCONJ
american_scientific_journal-5564	25	14	complex	complex	ADJ
american_scientific_journal-5564	25	15	behaviors	behavior	NOUN
american_scientific_journal-5564	25	16	.	.	PUNCT
american_scientific_journal-5564	26	1	moreover	moreover	ADV
american_scientific_journal-5564	26	2	,	,	PUNCT
american_scientific_journal-5564	26	3	an	an	DET
american_scientific_journal-5564	26	4	asphaltic	asphaltic	ADJ
american_scientific_journal-5564	26	5	concrete	concrete	ADJ
american_scientific_journal-5564	26	6	mixture	mixture	NOUN
american_scientific_journal-5564	26	7	is	be	AUX
american_scientific_journal-5564	26	8	a	a	DET
american_scientific_journal-5564	26	9	highly	highly	ADV
american_scientific_journal-5564	26	10	nonlinear	nonlinear	ADJ
american_scientific_journal-5564	26	11	material	material	NOUN
american_scientific_journal-5564	26	12	,	,	PUNCT
american_scientific_journal-5564	26	13	so	so	ADV
american_scientific_journal-5564	26	14	the	the	DET
american_scientific_journal-5564	26	15	modeling	modeling	NOUN
american_scientific_journal-5564	26	16	of	of	ADP
american_scientific_journal-5564	26	17	its	its	PRON
american_scientific_journal-5564	26	18	behavior	behavior	NOUN
american_scientific_journal-5564	26	19	,	,	PUNCT
american_scientific_journal-5564	26	20	in	in	ADP
american_scientific_journal-5564	26	21	particular	particular	ADJ
american_scientific_journal-5564	26	22	its	its	PRON
american_scientific_journal-5564	26	23	stability	stability	NOUN
american_scientific_journal-5564	26	24	,	,	PUNCT
american_scientific_journal-5564	26	25	is	be	AUX
american_scientific_journal-5564	26	26	difficult	difficult	ADJ
american_scientific_journal-5564	26	27	and	and	CCONJ
american_scientific_journal-5564	26	28	time	time	NOUN
american_scientific_journal-5564	26	29	-	-	PUNCT
american_scientific_journal-5564	26	30	consuming	consume	VERB
american_scientific_journal-5564	26	31	task	task	NOUN
american_scientific_journal-5564	26	32	.	.	PUNCT
american_scientific_journal-5564	27	1	recent	recent	ADJ
american_scientific_journal-5564	27	2	advances	advance	NOUN
american_scientific_journal-5564	27	3	in	in	ADP
american_scientific_journal-5564	27	4	research	research	NOUN
american_scientific_journal-5564	27	5	in	in	ADP
american_scientific_journal-5564	27	6	the	the	DET
american_scientific_journal-5564	27	7	area	area	NOUN
american_scientific_journal-5564	27	8	of	of	ADP
american_scientific_journal-5564	27	9	model	model	NOUN
american_scientific_journal-5564	27	10	identification	identification	NOUN
american_scientific_journal-5564	27	11	have	have	AUX
american_scientific_journal-5564	27	12	revealed	reveal	VERB
american_scientific_journal-5564	27	13	approaches	approach	NOUN
american_scientific_journal-5564	27	14	for	for	ADP
american_scientific_journal-5564	27	15	inducing	induce	VERB
american_scientific_journal-5564	27	16	models	model	NOUN
american_scientific_journal-5564	27	17	from	from	ADP
american_scientific_journal-5564	27	18	data	datum	NOUN
american_scientific_journal-5564	27	19	,	,	PUNCT
american_scientific_journal-5564	27	20	based	base	VERB
american_scientific_journal-5564	27	21	on	on	ADP
american_scientific_journal-5564	27	22	learning	learn	VERB
american_scientific_journal-5564	27	23	systems	system	NOUN
american_scientific_journal-5564	27	24	.	.	PUNCT
american_scientific_journal-5564	28	1	these	these	DET
american_scientific_journal-5564	28	2	approaches	approach	NOUN
american_scientific_journal-5564	28	3	can	can	AUX
american_scientific_journal-5564	28	4	determine	determine	VERB
american_scientific_journal-5564	28	5	the	the	DET
american_scientific_journal-5564	28	6	relationships	relationship	NOUN
american_scientific_journal-5564	28	7	between	between	ADP
american_scientific_journal-5564	28	8	the	the	DET
american_scientific_journal-5564	28	9	input	input	NOUN
american_scientific_journal-5564	28	10	,	,	PUNCT
american_scientific_journal-5564	28	11	and	and	CCONJ
american_scientific_journal-5564	28	12	output	output	NOUN
american_scientific_journal-5564	28	13	variables	variable	NOUN
american_scientific_journal-5564	28	14	from	from	ADP
american_scientific_journal-5564	28	15	data	datum	NOUN
american_scientific_journal-5564	28	16	presented	present	VERB
american_scientific_journal-5564	28	17	to	to	ADP
american_scientific_journal-5564	28	18	them	they	PRON
american_scientific_journal-5564	28	19	,	,	PUNCT
american_scientific_journal-5564	28	20	without	without	ADP
american_scientific_journal-5564	28	21	resorting	resort	VERB
american_scientific_journal-5564	28	22	to	to	PART
american_scientific_journal-5564	28	23	describe	describe	VERB
american_scientific_journal-5564	28	24	these	these	DET
american_scientific_journal-5564	28	25	relationships	relationship	NOUN
american_scientific_journal-5564	28	26	explicitly	explicitly	ADV
american_scientific_journal-5564	28	27	in	in	ADP
american_scientific_journal-5564	28	28	mathematical	mathematical	ADJ
american_scientific_journal-5564	28	29	form	form	NOUN
american_scientific_journal-5564	28	30	.	.	PUNCT
american_scientific_journal-5564	29	1	one	one	NUM
american_scientific_journal-5564	29	2	of	of	ADP
american_scientific_journal-5564	29	3	the	the	DET
american_scientific_journal-5564	29	4	learning	learning	NOUN
american_scientific_journal-5564	29	5	systems	system	NOUN
american_scientific_journal-5564	29	6	,	,	PUNCT
american_scientific_journal-5564	29	7	which	which	PRON
american_scientific_journal-5564	29	8	are	be	AUX
american_scientific_journal-5564	29	9	the	the	DET
american_scientific_journal-5564	29	10	subject	subject	NOUN
american_scientific_journal-5564	29	11	of	of	ADP
american_scientific_journal-5564	29	12	this	this	DET
american_scientific_journal-5564	29	13	study	study	NOUN
american_scientific_journal-5564	29	14	,	,	PUNCT
american_scientific_journal-5564	29	15	is	be	AUX
american_scientific_journal-5564	29	16	the	the	DET
american_scientific_journal-5564	29	17	artificial	artificial	ADJ
american_scientific_journal-5564	29	18	neural	neural	ADJ
american_scientific_journal-5564	29	19	networks	network	NOUN
american_scientific_journal-5564	29	20	.	.	PUNCT
american_scientific_journal-5564	30	1	artificial	artificial	ADJ
american_scientific_journal-5564	30	2	neural	neural	ADJ
american_scientific_journal-5564	30	3	networks	network	NOUN
american_scientific_journal-5564	30	4	(	(	PUNCT
american_scientific_journal-5564	30	5	anns	anns	PROPN
american_scientific_journal-5564	30	6	)	)	PUNCT
american_scientific_journal-5564	30	7	have	have	VERB
american_scientific_journal-5564	30	8	the	the	DET
american_scientific_journal-5564	30	9	ability	ability	NOUN
american_scientific_journal-5564	30	10	to	to	PART
american_scientific_journal-5564	30	11	recognize	recognize	VERB
american_scientific_journal-5564	30	12	the	the	DET
american_scientific_journal-5564	30	13	hidden	hide	VERB
american_scientific_journal-5564	30	14	pattern	pattern	NOUN
american_scientific_journal-5564	30	15	in	in	ADP
american_scientific_journal-5564	30	16	the	the	DET
american_scientific_journal-5564	30	17	data	datum	NOUN
american_scientific_journal-5564	30	18	and	and	CCONJ
american_scientific_journal-5564	30	19	accordingly	accordingly	ADV
american_scientific_journal-5564	30	20	estimate	estimate	VERB
american_scientific_journal-5564	30	21	the	the	DET
american_scientific_journal-5564	30	22	values	value	NOUN
american_scientific_journal-5564	30	23	.	.	PUNCT
american_scientific_journal-5564	31	1	provision	provision	NOUN
american_scientific_journal-5564	31	2	of	of	ADP
american_scientific_journal-5564	31	3	model	model	NOUN
american_scientific_journal-5564	31	4	-	-	PUNCT
american_scientific_journal-5564	31	5	free	free	ADJ
american_scientific_journal-5564	31	6	solutions	solution	NOUN
american_scientific_journal-5564	31	7	,	,	PUNCT
american_scientific_journal-5564	31	8	data	datum	NOUN
american_scientific_journal-5564	31	9	error	error	NOUN
american_scientific_journal-5564	31	10	tolerance	tolerance	NOUN
american_scientific_journal-5564	31	11	,	,	PUNCT
american_scientific_journal-5564	31	12	built	build	VERB
american_scientific_journal-5564	31	13	in	in	ADP
american_scientific_journal-5564	31	14	dynamism	dynamism	NOUN
american_scientific_journal-5564	31	15	and	and	CCONJ
american_scientific_journal-5564	31	16	lack	lack	NOUN
american_scientific_journal-5564	31	17	of	of	ADP
american_scientific_journal-5564	31	18	any	any	DET
american_scientific_journal-5564	31	19	exogenous	exogenous	ADJ
american_scientific_journal-5564	31	20	input	input	NOUN
american_scientific_journal-5564	31	21	requirement	requirement	NOUN
american_scientific_journal-5564	31	22	makes	make	VERB
american_scientific_journal-5564	31	23	the	the	DET
american_scientific_journal-5564	31	24	network	network	NOUN
american_scientific_journal-5564	31	25	attractive	attractive	ADJ
american_scientific_journal-5564	31	26	.	.	PUNCT
american_scientific_journal-5564	32	1	a	a	DET
american_scientific_journal-5564	32	2	neural	neural	ADJ
american_scientific_journal-5564	32	3	network	network	NOUN
american_scientific_journal-5564	32	4	is	be	AUX
american_scientific_journal-5564	32	5	an	an	DET
american_scientific_journal-5564	32	6	information	information	NOUN
american_scientific_journal-5564	32	7	processing	processing	NOUN
american_scientific_journal-5564	32	8	system	system	NOUN
american_scientific_journal-5564	32	9	modeled	model	VERB
american_scientific_journal-5564	32	10	on	on	ADP
american_scientific_journal-5564	32	11	the	the	DET
american_scientific_journal-5564	32	12	structure	structure	NOUN
american_scientific_journal-5564	32	13	of	of	ADP
american_scientific_journal-5564	32	14	the	the	DET
american_scientific_journal-5564	32	15	human	human	ADJ
american_scientific_journal-5564	32	16	brain	brain	NOUN
american_scientific_journal-5564	32	17	.	.	PUNCT
american_scientific_journal-5564	33	1	its	its	PRON
american_scientific_journal-5564	33	2	merit	merit	NOUN
american_scientific_journal-5564	33	3	is	be	AUX
american_scientific_journal-5564	33	4	the	the	DET
american_scientific_journal-5564	33	5	ability	ability	NOUN
american_scientific_journal-5564	33	6	to	to	PART
american_scientific_journal-5564	33	7	deal	deal	VERB
american_scientific_journal-5564	33	8	information	information	NOUN
american_scientific_journal-5564	33	9	whose	whose	DET
american_scientific_journal-5564	33	10	interrelation	interrelation	NOUN
american_scientific_journal-5564	33	11	is	be	AUX
american_scientific_journal-5564	33	12	ambiguous	ambiguous	ADJ
american_scientific_journal-5564	33	13	or	or	CCONJ
american_scientific_journal-5564	33	14	whose	whose	DET
american_scientific_journal-5564	33	15	functional	functional	ADJ
american_scientific_journal-5564	33	16	relation	relation	NOUN
american_scientific_journal-5564	33	17	is	be	AUX
american_scientific_journal-5564	33	18	not	not	PART
american_scientific_journal-5564	33	19	clear	clear	ADJ
american_scientific_journal-5564	33	20	.	.	PUNCT
american_scientific_journal-5564	34	1	one	one	NUM
american_scientific_journal-5564	34	2	of	of	ADP
american_scientific_journal-5564	34	3	the	the	DET
american_scientific_journal-5564	34	4	advantages	advantage	NOUN
american_scientific_journal-5564	34	5	of	of	ADP
american_scientific_journal-5564	34	6	anns	ann	NOUN
american_scientific_journal-5564	34	7	compared	compare	VERB
american_scientific_journal-5564	34	8	to	to	ADP
american_scientific_journal-5564	34	9	traditional	traditional	ADJ
american_scientific_journal-5564	34	10	regression	regression	NOUN
american_scientific_journal-5564	34	11	models	model	NOUN
american_scientific_journal-5564	34	12	is	be	AUX
american_scientific_journal-5564	34	13	that	that	SCONJ
american_scientific_journal-5564	34	14	they	they	PRON
american_scientific_journal-5564	34	15	do	do	AUX
american_scientific_journal-5564	34	16	not	not	PART
american_scientific_journal-5564	34	17	require	require	VERB
american_scientific_journal-5564	34	18	a	a	DET
american_scientific_journal-5564	34	19	prior	prior	ADJ
american_scientific_journal-5564	34	20	regression	regression	NOUN
american_scientific_journal-5564	34	21	model	model	NOUN
american_scientific_journal-5564	34	22	,	,	PUNCT
american_scientific_journal-5564	34	23	which	which	PRON
american_scientific_journal-5564	34	24	relates	relate	VERB
american_scientific_journal-5564	34	25	input	input	NOUN
american_scientific_journal-5564	34	26	and	and	CCONJ
american_scientific_journal-5564	34	27	output	output	NOUN
american_scientific_journal-5564	34	28	data	datum	NOUN
american_scientific_journal-5564	34	29	and	and	CCONJ
american_scientific_journal-5564	34	30	in	in	ADP
american_scientific_journal-5564	34	31	general	general	ADJ
american_scientific_journal-5564	34	32	is	be	AUX
american_scientific_journal-5564	34	33	difficult	difficult	ADJ
american_scientific_journal-5564	34	34	because	because	SCONJ
american_scientific_journal-5564	34	35	these	these	DET
american_scientific_journal-5564	34	36	models	model	NOUN
american_scientific_journal-5564	34	37	are	be	AUX
american_scientific_journal-5564	34	38	not	not	PART
american_scientific_journal-5564	34	39	known[7	known[7	PROPN
american_scientific_journal-5564	34	40	]	]	PUNCT
american_scientific_journal-5564	34	41	.	.	PUNCT
american_scientific_journal-5564	35	1	in	in	ADP
american_scientific_journal-5564	35	2	the	the	DET
american_scientific_journal-5564	35	3	past	past	ADJ
american_scientific_journal-5564	35	4	years	year	NOUN
american_scientific_journal-5564	35	5	.	.	PUNCT
american_scientific_journal-5564	36	1	fuzzy	fuzzy	ADJ
american_scientific_journal-5564	36	2	inference	inference	NOUN
american_scientific_journal-5564	36	3	system	system	NOUN
american_scientific_journal-5564	36	4	(	(	PUNCT
american_scientific_journal-5564	36	5	fis	fis	PROPN
american_scientific_journal-5564	36	6	)	)	PUNCT
american_scientific_journal-5564	36	7	,	,	PUNCT
american_scientific_journal-5564	36	8	which	which	PRON
american_scientific_journal-5564	36	9	is	be	AUX
american_scientific_journal-5564	36	10	based	base	VERB
american_scientific_journal-5564	36	11	on	on	ADP
american_scientific_journal-5564	36	12	expertise	expertise	NOUN
american_scientific_journal-5564	36	13	expressed	express	VERB
american_scientific_journal-5564	36	14	in	in	ADP
american_scientific_journal-5564	36	15	terms	term	NOUN
american_scientific_journal-5564	36	16	of	of	ADP
american_scientific_journal-5564	36	17	'	'	PUNCT
american_scientific_journal-5564	36	18	if	if	SCONJ
american_scientific_journal-5564	36	19	-	-	PUNCT
american_scientific_journal-5564	36	20	then	then	ADV
american_scientific_journal-5564	36	21	'	'	PUNCT
american_scientific_journal-5564	36	22	rules	rule	NOUN
american_scientific_journal-5564	36	23	,	,	PUNCT
american_scientific_journal-5564	36	24	has	have	AUX
american_scientific_journal-5564	36	25	been	be	AUX
american_scientific_journal-5564	36	26	employed	employ	VERB
american_scientific_journal-5564	36	27	in	in	ADP
american_scientific_journal-5564	36	28	different	different	ADJ
american_scientific_journal-5564	36	29	subjects	subject	NOUN
american_scientific_journal-5564	36	30	.	.	PUNCT
american_scientific_journal-5564	37	1	fis	fis	PROPN
american_scientific_journal-5564	37	2	can	can	AUX
american_scientific_journal-5564	37	3	be	be	AUX
american_scientific_journal-5564	37	4	used	use	VERB
american_scientific_journal-5564	37	5	to	to	PART
american_scientific_journal-5564	37	6	predict	predict	VERB
american_scientific_journal-5564	37	7	uncertain	uncertain	ADJ
american_scientific_journal-5564	37	8	systems	system	NOUN
american_scientific_journal-5564	37	9	and	and	CCONJ
american_scientific_journal-5564	37	10	its	its	PRON
american_scientific_journal-5564	37	11	application	application	NOUN
american_scientific_journal-5564	37	12	does	do	AUX
american_scientific_journal-5564	37	13	not	not	PART
american_scientific_journal-5564	37	14	require	require	VERB
american_scientific_journal-5564	37	15	knowledge	knowledge	NOUN
american_scientific_journal-5564	37	16	of	of	ADP
american_scientific_journal-5564	37	17	the	the	DET
american_scientific_journal-5564	37	18	underlying	underlying	ADJ
american_scientific_journal-5564	37	19	physical	physical	ADJ
american_scientific_journal-5564	37	20	process	process	NOUN
american_scientific_journal-5564	37	21	as	as	ADP
american_scientific_journal-5564	37	22	a	a	DET
american_scientific_journal-5564	37	23	precondition	precondition	NOUN
american_scientific_journal-5564	37	24	.	.	PUNCT
american_scientific_journal-5564	38	1	to	to	ADP
american_scientific_journal-5564	38	2	the	the	DET
american_scientific_journal-5564	38	3	best	good	ADJ
american_scientific_journal-5564	38	4	knowledge	knowledge	NOUN
american_scientific_journal-5564	38	5	of	of	ADP
american_scientific_journal-5564	38	6	the	the	DET
american_scientific_journal-5564	38	7	authors	author	NOUN
american_scientific_journal-5564	38	8	,	,	PUNCT
american_scientific_journal-5564	38	9	this	this	DET
american_scientific_journal-5564	38	10	paper	paper	NOUN
american_scientific_journal-5564	38	11	presents	present	VERB
american_scientific_journal-5564	38	12	the	the	DET
american_scientific_journal-5564	38	13	first	first	ADJ
american_scientific_journal-5564	38	14	application	application	NOUN
american_scientific_journal-5564	38	15	of	of	ADP
american_scientific_journal-5564	38	16	fis	fis	PROPN
american_scientific_journal-5564	38	17	coupled	couple	VERB
american_scientific_journal-5564	38	18	with	with	ADP
american_scientific_journal-5564	38	19	anns	anns	NOUN
american_scientific_journal-5564	38	20	to	to	PART
american_scientific_journal-5564	38	21	prediction	prediction	VERB
american_scientific_journal-5564	38	22	obc	obc	NOUN
american_scientific_journal-5564	38	23	of	of	ADP
american_scientific_journal-5564	38	24	asphaltic	asphaltic	ADJ
american_scientific_journal-5564	38	25	concrete	concrete	ADJ
american_scientific_journal-5564	38	26	mixture	mixture	NOUN
american_scientific_journal-5564	38	27	estimation	estimation	NOUN
american_scientific_journal-5564	38	28	based	base	VERB
american_scientific_journal-5564	38	29	on	on	ADP
american_scientific_journal-5564	38	30	the	the	DET
american_scientific_journal-5564	38	31	experimental	experimental	ADJ
american_scientific_journal-5564	38	32	data	datum	NOUN
american_scientific_journal-5564	38	33	.	.	PUNCT
american_scientific_journal-5564	39	1	2	2	X
american_scientific_journal-5564	39	2	.	.	X
american_scientific_journal-5564	39	3	method	method	NOUN
american_scientific_journal-5564	39	4	and	and	CCONJ
american_scientific_journal-5564	39	5	material	material	NOUN
american_scientific_journal-5564	39	6	used	use	VERB
american_scientific_journal-5564	39	7	2.1	2.1	NUM
american_scientific_journal-5564	39	8	data	datum	NOUN
american_scientific_journal-5564	39	9	acquisition	acquisition	NOUN
american_scientific_journal-5564	39	10	american	american	PROPN
american_scientific_journal-5564	39	11	scientific	scientific	ADJ
american_scientific_journal-5564	39	12	research	research	PROPN
american_scientific_journal-5564	39	13	journal	journal	NOUN
american_scientific_journal-5564	39	14	for	for	ADP
american_scientific_journal-5564	39	15	engineering	engineering	NOUN
american_scientific_journal-5564	39	16	,	,	PUNCT
american_scientific_journal-5564	39	17	technology	technology	NOUN
american_scientific_journal-5564	39	18	,	,	PUNCT
american_scientific_journal-5564	39	19	and	and	CCONJ
american_scientific_journal-5564	39	20	sciences	science	NOUN
american_scientific_journal-5564	39	21	(	(	PUNCT
american_scientific_journal-5564	39	22	asrjets	asrjet	NOUN
american_scientific_journal-5564	39	23	)	)	PUNCT
american_scientific_journal-5564	39	24	(	(	PUNCT
american_scientific_journal-5564	39	25	2020	2020	NUM
american_scientific_journal-5564	39	26	)	)	PUNCT
american_scientific_journal-5564	39	27	volume	volume	NOUN
american_scientific_journal-5564	39	28	63	63	NUM
american_scientific_journal-5564	39	29	,	,	PUNCT
american_scientific_journal-5564	39	30	no	no	DET
american_scientific_journal-5564	39	31	1	1	NUM
american_scientific_journal-5564	39	32	,	,	PUNCT
american_scientific_journal-5564	39	33	pp	pp	ADV
american_scientific_journal-5564	39	34	180	180	NUM
american_scientific_journal-5564	39	35	-	-	SYM
american_scientific_journal-5564	39	36	192	192	NUM
american_scientific_journal-5564	39	37	182	182	NUM
american_scientific_journal-5564	39	38	the	the	DET
american_scientific_journal-5564	39	39	main	main	ADJ
american_scientific_journal-5564	39	40	objective	objective	NOUN
american_scientific_journal-5564	39	41	of	of	ADP
american_scientific_journal-5564	39	42	this	this	DET
american_scientific_journal-5564	39	43	study	study	NOUN
american_scientific_journal-5564	39	44	is	be	AUX
american_scientific_journal-5564	39	45	developing	develop	VERB
american_scientific_journal-5564	39	46	a	a	DET
american_scientific_journal-5564	39	47	model	model	NOUN
american_scientific_journal-5564	39	48	to	to	PART
american_scientific_journal-5564	39	49	predict	predict	VERB
american_scientific_journal-5564	39	50	the	the	DET
american_scientific_journal-5564	39	51	obc	obc	NOUN
american_scientific_journal-5564	39	52	of	of	ADP
american_scientific_journal-5564	39	53	asphaltic	asphaltic	ADJ
american_scientific_journal-5564	39	54	concrete	concrete	ADJ
american_scientific_journal-5564	39	55	mixture	mixture	NOUN
american_scientific_journal-5564	39	56	.	.	PUNCT
american_scientific_journal-5564	40	1	for	for	ADP
american_scientific_journal-5564	40	2	this	this	DET
american_scientific_journal-5564	40	3	aim	aim	NOUN
american_scientific_journal-5564	40	4	,	,	PUNCT
american_scientific_journal-5564	40	5	at	at	ADP
american_scientific_journal-5564	40	6	first	first	ADV
american_scientific_journal-5564	40	7	it	it	PRON
american_scientific_journal-5564	40	8	is	be	AUX
american_scientific_journal-5564	40	9	needed	need	VERB
american_scientific_journal-5564	40	10	to	to	PART
american_scientific_journal-5564	40	11	prepare	prepare	VERB
american_scientific_journal-5564	40	12	data	datum	NOUN
american_scientific_journal-5564	40	13	and	and	CCONJ
american_scientific_journal-5564	40	14	construct	construct	VERB
american_scientific_journal-5564	40	15	data	datum	NOUN
american_scientific_journal-5564	40	16	base	base	NOUN
american_scientific_journal-5564	40	17	for	for	ADP
american_scientific_journal-5564	40	18	training	training	NOUN
american_scientific_journal-5564	40	19	and	and	CCONJ
american_scientific_journal-5564	40	20	testing	test	VERB
american_scientific_journal-5564	40	21	the	the	DET
american_scientific_journal-5564	40	22	neural	neural	ADJ
american_scientific_journal-5564	40	23	network	network	NOUN
american_scientific_journal-5564	40	24	model	model	NOUN
american_scientific_journal-5564	40	25	.	.	PUNCT
american_scientific_journal-5564	41	1	loose	loose	ADJ
american_scientific_journal-5564	41	2	mixtures	mixture	NOUN
american_scientific_journal-5564	41	3	,	,	PUNCT
american_scientific_journal-5564	41	4	which	which	PRON
american_scientific_journal-5564	41	5	were	be	AUX
american_scientific_journal-5564	41	6	used	use	VERB
american_scientific_journal-5564	41	7	in	in	ADP
american_scientific_journal-5564	41	8	this	this	DET
american_scientific_journal-5564	41	9	research	research	NOUN
american_scientific_journal-5564	41	10	,	,	PUNCT
american_scientific_journal-5564	41	11	were	be	AUX
american_scientific_journal-5564	41	12	collected	collect	VERB
american_scientific_journal-5564	41	13	from	from	ADP
american_scientific_journal-5564	41	14	different	different	ADJ
american_scientific_journal-5564	41	15	regions	region	NOUN
american_scientific_journal-5564	41	16	in	in	ADP
american_scientific_journal-5564	41	17	makkah	makkah	PROPN
american_scientific_journal-5564	41	18	area	area	NOUN
american_scientific_journal-5564	41	19	during	during	ADP
american_scientific_journal-5564	41	20	the	the	DET
american_scientific_journal-5564	41	21	construction	construction	NOUN
american_scientific_journal-5564	41	22	of	of	ADP
american_scientific_journal-5564	41	23	new	new	ADJ
american_scientific_journal-5564	41	24	roads	road	NOUN
american_scientific_journal-5564	41	25	and	and	CCONJ
american_scientific_journal-5564	41	26	tested	test	VERB
american_scientific_journal-5564	41	27	at	at	ADP
american_scientific_journal-5564	41	28	the	the	DET
american_scientific_journal-5564	41	29	asphalt	asphalt	NOUN
american_scientific_journal-5564	41	30	laboratory	laboratory	NOUN
american_scientific_journal-5564	41	31	of	of	ADP
american_scientific_journal-5564	41	32	umm	umm	INTJ
american_scientific_journal-5564	41	33	al	al	PROPN
american_scientific_journal-5564	41	34	-	-	PUNCT
american_scientific_journal-5564	41	35	qura	qura	PROPN
american_scientific_journal-5564	41	36	university	university	NOUN
american_scientific_journal-5564	41	37	for	for	ADP
american_scientific_journal-5564	41	38	bitumen	bitumen	NOUN
american_scientific_journal-5564	41	39	content	content	NOUN
american_scientific_journal-5564	41	40	,	,	PUNCT
american_scientific_journal-5564	41	41	gradation	gradation	NOUN
american_scientific_journal-5564	41	42	of	of	ADP
american_scientific_journal-5564	41	43	aggregate	aggregate	ADJ
american_scientific_journal-5564	41	44	determination	determination	NOUN
american_scientific_journal-5564	41	45	.	.	PUNCT
american_scientific_journal-5564	42	1	compaction	compaction	NOUN
american_scientific_journal-5564	42	2	for	for	ADP
american_scientific_journal-5564	42	3	75	75	NUM
american_scientific_journal-5564	42	4	blows	blow	NOUN
american_scientific_journal-5564	42	5	each	each	DET
american_scientific_journal-5564	42	6	side	side	NOUN
american_scientific_journal-5564	42	7	at	at	ADP
american_scientific_journal-5564	42	8	150oc	150oc	PROPN
american_scientific_journal-5564	42	9	temperature	temperature	NOUN
american_scientific_journal-5564	42	10	was	be	AUX
american_scientific_journal-5564	42	11	performed	perform	VERB
american_scientific_journal-5564	42	12	.	.	PUNCT
american_scientific_journal-5564	43	1	2.2	2.2	NUM
american_scientific_journal-5564	43	2	material	material	NOUN
american_scientific_journal-5564	43	3	properties	property	NOUN
american_scientific_journal-5564	43	4	the	the	DET
american_scientific_journal-5564	43	5	aggregate	aggregate	ADJ
american_scientific_journal-5564	43	6	gradation	gradation	NOUN
american_scientific_journal-5564	43	7	of	of	ADP
american_scientific_journal-5564	43	8	all	all	DET
american_scientific_journal-5564	43	9	bituminous	bituminous	ADJ
american_scientific_journal-5564	43	10	mixtures	mixture	NOUN
american_scientific_journal-5564	43	11	lies	lie	VERB
american_scientific_journal-5564	43	12	within	within	ADP
american_scientific_journal-5564	43	13	the	the	DET
american_scientific_journal-5564	43	14	upper	upper	ADJ
american_scientific_journal-5564	43	15	and	and	CCONJ
american_scientific_journal-5564	43	16	lower	low	ADJ
american_scientific_journal-5564	43	17	limits	limit	NOUN
american_scientific_journal-5564	43	18	gradation	gradation	NOUN
american_scientific_journal-5564	43	19	of	of	ADP
american_scientific_journal-5564	43	20	grade	grade	NOUN
american_scientific_journal-5564	43	21	a	a	DET
american_scientific_journal-5564	43	22	wearing	wear	VERB
american_scientific_journal-5564	43	23	course	course	NOUN
american_scientific_journal-5564	43	24	for	for	ADP
american_scientific_journal-5564	43	25	heavy	heavy	ADJ
american_scientific_journal-5564	43	26	traffic	traffic	NOUN
american_scientific_journal-5564	43	27	(	(	PUNCT
american_scientific_journal-5564	43	28	table	table	NOUN
american_scientific_journal-5564	43	29	1	1	NUM
american_scientific_journal-5564	43	30	)	)	PUNCT
american_scientific_journal-5564	43	31	,	,	PUNCT
american_scientific_journal-5564	43	32	as	as	ADV
american_scientific_journal-5564	43	33	well	well	ADV
american_scientific_journal-5564	43	34	as	as	ADP
american_scientific_journal-5564	43	35	stability	stability	NOUN
american_scientific_journal-5564	43	36	,	,	PUNCT
american_scientific_journal-5564	43	37	flow	flow	NOUN
american_scientific_journal-5564	43	38	,	,	PUNCT
american_scientific_journal-5564	43	39	voids	voids	NOUN
american_scientific_journal-5564	43	40	,	,	PUNCT
american_scientific_journal-5564	43	41	vma	vma	NOUN
american_scientific_journal-5564	43	42	,	,	PUNCT
american_scientific_journal-5564	43	43	vfb	vfb	PROPN
american_scientific_journal-5564	43	44	according	accord	VERB
american_scientific_journal-5564	43	45	to	to	ADP
american_scientific_journal-5564	43	46	the	the	DET
american_scientific_journal-5564	43	47	specifications	specification	NOUN
american_scientific_journal-5564	43	48	of	of	ADP
american_scientific_journal-5564	43	49	the	the	DET
american_scientific_journal-5564	43	50	ministry	ministry	PROPN
american_scientific_journal-5564	43	51	of	of	ADP
american_scientific_journal-5564	43	52	transportation	transportation	PROPN
american_scientific_journal-5564	43	53	(	(	PUNCT
american_scientific_journal-5564	43	54	m.o.t	m.o.t	NOUN
american_scientific_journal-5564	43	55	)	)	PUNCT
american_scientific_journal-5564	43	56	specification	specification	NOUN
american_scientific_journal-5564	43	57	(	(	PUNCT
american_scientific_journal-5564	43	58	table	table	NOUN
american_scientific_journal-5564	43	59	2	2	NUM
american_scientific_journal-5564	43	60	)	)	PUNCT
american_scientific_journal-5564	43	61	.	.	PUNCT
american_scientific_journal-5564	44	1	table	table	NOUN
american_scientific_journal-5564	44	2	1	1	NUM
american_scientific_journal-5564	44	3	:	:	PUNCT
american_scientific_journal-5564	44	4	m.o.t	m.o.t	ADJ
american_scientific_journal-5564	44	5	.	.	PUNCT
american_scientific_journal-5564	44	6	specifications	specification	NOUN
american_scientific_journal-5564	44	7	for	for	ADP
american_scientific_journal-5564	44	8	gradation	gradation	NOUN
american_scientific_journal-5564	44	9	of	of	ADP
american_scientific_journal-5564	44	10	wearing	wear	VERB
american_scientific_journal-5564	44	11	course	course	NOUN
american_scientific_journal-5564	44	12	,	,	PUNCT
american_scientific_journal-5564	44	13	class	class	NOUN
american_scientific_journal-5564	44	14	a.	a.	NOUN
american_scientific_journal-5564	44	15	sieve	sieve	NOUN
american_scientific_journal-5564	44	16	size	size	NOUN
american_scientific_journal-5564	44	17	designation	designation	NOUN
american_scientific_journal-5564	44	18	m.o.t	m.o.t	PROPN
american_scientific_journal-5564	44	19	.	.	PROPN
american_scientific_journal-5564	44	20	specification	specification	NOUN
american_scientific_journal-5564	44	21	limits	limit	NOUN
american_scientific_journal-5564	44	22	(	(	PUNCT
american_scientific_journal-5564	44	23	%	%	NOUN
american_scientific_journal-5564	44	24	passing	passing	NOUN
american_scientific_journal-5564	44	25	)	)	PUNCT
american_scientific_journal-5564	44	26	¾	¾	NOUN
american_scientific_journal-5564	44	27	"	"	PUNCT
american_scientific_journal-5564	44	28	100	100	NUM
american_scientific_journal-5564	44	29	½	½	NOUN
american_scientific_journal-5564	44	30	"	"	PUNCT
american_scientific_journal-5564	44	31	80	80	NUM
american_scientific_journal-5564	44	32	–	–	SYM
american_scientific_journal-5564	44	33	95	95	NUM
american_scientific_journal-5564	44	34	3/8	3/8	NUM
american_scientific_journal-5564	44	35	"	"	PUNCT
american_scientific_journal-5564	44	36	#	#	NOUN
american_scientific_journal-5564	44	37	4	4	NUM
american_scientific_journal-5564	44	38	48	48	NUM
american_scientific_journal-5564	44	39	–	–	PUNCT
american_scientific_journal-5564	44	40	62	62	NUM
american_scientific_journal-5564	44	41	#	#	NOUN
american_scientific_journal-5564	44	42	10	10	NUM
american_scientific_journal-5564	44	43	32	32	NUM
american_scientific_journal-5564	44	44	–	–	PUNCT
american_scientific_journal-5564	44	45	45	45	NUM
american_scientific_journal-5564	44	46	#	#	NOUN
american_scientific_journal-5564	44	47	40	40	NUM
american_scientific_journal-5564	44	48	16	16	NUM
american_scientific_journal-5564	44	49	–	–	PUNCT
american_scientific_journal-5564	44	50	26	26	NUM
american_scientific_journal-5564	44	51	#	#	NOUN
american_scientific_journal-5564	44	52	200	200	NUM
american_scientific_journal-5564	44	53	4	4	NUM
american_scientific_journal-5564	44	54	–	–	PUNCT
american_scientific_journal-5564	44	55	8	8	NUM
american_scientific_journal-5564	44	56	2.3	2.3	NUM
american_scientific_journal-5564	44	57	neural	neural	ADJ
american_scientific_journal-5564	44	58	network	network	NOUN
american_scientific_journal-5564	44	59	models	model	NOUN
american_scientific_journal-5564	44	60	anns	ann	NOUN
american_scientific_journal-5564	44	61	are	be	AUX
american_scientific_journal-5564	44	62	flexible	flexible	ADJ
american_scientific_journal-5564	44	63	computing	computing	NOUN
american_scientific_journal-5564	44	64	frameworks	framework	NOUN
american_scientific_journal-5564	44	65	for	for	ADP
american_scientific_journal-5564	44	66	modeling	model	VERB
american_scientific_journal-5564	44	67	a	a	DET
american_scientific_journal-5564	44	68	broad	broad	ADJ
american_scientific_journal-5564	44	69	range	range	NOUN
american_scientific_journal-5564	44	70	of	of	ADP
american_scientific_journal-5564	44	71	nonlinear	nonlinear	ADJ
american_scientific_journal-5564	44	72	problems	problem	NOUN
american_scientific_journal-5564	44	73	.	.	PUNCT
american_scientific_journal-5564	45	1	one	one	NUM
american_scientific_journal-5564	45	2	significant	significant	ADJ
american_scientific_journal-5564	45	3	advantage	advantage	NOUN
american_scientific_journal-5564	45	4	of	of	ADP
american_scientific_journal-5564	45	5	the	the	DET
american_scientific_journal-5564	45	6	ann	ann	PROPN
american_scientific_journal-5564	45	7	models	model	NOUN
american_scientific_journal-5564	45	8	over	over	ADP
american_scientific_journal-5564	45	9	other	other	ADJ
american_scientific_journal-5564	45	10	classes	class	NOUN
american_scientific_journal-5564	45	11	of	of	ADP
american_scientific_journal-5564	45	12	nonlinear	nonlinear	ADJ
american_scientific_journal-5564	45	13	model	model	NOUN
american_scientific_journal-5564	45	14	is	be	AUX
american_scientific_journal-5564	45	15	that	that	SCONJ
american_scientific_journal-5564	45	16	anns	anns	NOUN
american_scientific_journal-5564	45	17	are	be	AUX
american_scientific_journal-5564	45	18	universal	universal	ADJ
american_scientific_journal-5564	45	19	approximators	approximator	NOUN
american_scientific_journal-5564	45	20	which	which	PRON
american_scientific_journal-5564	45	21	can	can	AUX
american_scientific_journal-5564	45	22	approximate	approximate	VERB
american_scientific_journal-5564	45	23	a	a	DET
american_scientific_journal-5564	45	24	large	large	ADJ
american_scientific_journal-5564	45	25	class	class	NOUN
american_scientific_journal-5564	45	26	of	of	ADP
american_scientific_journal-5564	45	27	functions	function	NOUN
american_scientific_journal-5564	45	28	with	with	ADP
american_scientific_journal-5564	45	29	a	a	DET
american_scientific_journal-5564	45	30	high	high	ADJ
american_scientific_journal-5564	45	31	degree	degree	NOUN
american_scientific_journal-5564	45	32	of	of	ADP
american_scientific_journal-5564	45	33	accuracy	accuracy	NOUN
american_scientific_journal-5564	45	34	.	.	PUNCT
american_scientific_journal-5564	46	1	their	their	PRON
american_scientific_journal-5564	46	2	power	power	NOUN
american_scientific_journal-5564	46	3	comes	come	VERB
american_scientific_journal-5564	46	4	from	from	ADP
american_scientific_journal-5564	46	5	the	the	DET
american_scientific_journal-5564	46	6	parallel	parallel	ADJ
american_scientific_journal-5564	46	7	processing	processing	NOUN
american_scientific_journal-5564	46	8	of	of	ADP
american_scientific_journal-5564	46	9	the	the	DET
american_scientific_journal-5564	46	10	information	information	NOUN
american_scientific_journal-5564	46	11	from	from	ADP
american_scientific_journal-5564	46	12	the	the	DET
american_scientific_journal-5564	46	13	data	datum	NOUN
american_scientific_journal-5564	46	14	.	.	PUNCT
american_scientific_journal-5564	47	1	no	no	DET
american_scientific_journal-5564	47	2	prior	prior	ADJ
american_scientific_journal-5564	47	3	assumption	assumption	NOUN
american_scientific_journal-5564	47	4	of	of	ADP
american_scientific_journal-5564	47	5	the	the	DET
american_scientific_journal-5564	47	6	model	model	NOUN
american_scientific_journal-5564	47	7	form	form	NOUN
american_scientific_journal-5564	47	8	is	be	AUX
american_scientific_journal-5564	47	9	required	require	VERB
american_scientific_journal-5564	47	10	in	in	ADP
american_scientific_journal-5564	47	11	the	the	DET
american_scientific_journal-5564	47	12	model	model	NOUN
american_scientific_journal-5564	47	13	building	building	NOUN
american_scientific_journal-5564	47	14	process	process	NOUN
american_scientific_journal-5564	47	15	.	.	PUNCT
american_scientific_journal-5564	48	1	instead	instead	ADV
american_scientific_journal-5564	48	2	,	,	PUNCT
american_scientific_journal-5564	48	3	the	the	DET
american_scientific_journal-5564	48	4	network	network	NOUN
american_scientific_journal-5564	48	5	model	model	NOUN
american_scientific_journal-5564	48	6	is	be	AUX
american_scientific_journal-5564	48	7	largely	largely	ADV
american_scientific_journal-5564	48	8	determined	determine	VERB
american_scientific_journal-5564	48	9	by	by	ADP
american_scientific_journal-5564	48	10	the	the	DET
american_scientific_journal-5564	48	11	characteristics	characteristic	NOUN
american_scientific_journal-5564	48	12	of	of	ADP
american_scientific_journal-5564	48	13	the	the	DET
american_scientific_journal-5564	48	14	data	datum	NOUN
american_scientific_journal-5564	48	15	.	.	PUNCT
american_scientific_journal-5564	49	1	table	table	NOUN
american_scientific_journal-5564	49	2	2	2	NUM
american_scientific_journal-5564	49	3	:	:	PUNCT
american_scientific_journal-5564	49	4	m.o.t	m.o.t	NOUN
american_scientific_journal-5564	49	5	in	in	ADP
american_scientific_journal-5564	49	6	saudi	saudi	PROPN
american_scientific_journal-5564	49	7	arabia	arabia	PROPN
american_scientific_journal-5564	49	8	design	design	NOUN
american_scientific_journal-5564	49	9	criteria	criterion	NOUN
american_scientific_journal-5564	49	10	(	(	PUNCT
american_scientific_journal-5564	49	11	review	review	NOUN
american_scientific_journal-5564	49	12	form	form	NOUN
american_scientific_journal-5564	49	13	mrdws	mrdws	PROPN
american_scientific_journal-5564	49	14	410d.c	410d.c	NUM
american_scientific_journal-5564	49	15	)	)	PUNCT
american_scientific_journal-5564	49	16	for	for	ADP
american_scientific_journal-5564	49	17	wearing	wear	VERB
american_scientific_journal-5564	49	18	course	course	NOUN
american_scientific_journal-5564	49	19	class	class	NOUN
american_scientific_journal-5564	49	20	a	a	PRON
american_scientific_journal-5564	49	21	of	of	ADP
american_scientific_journal-5564	49	22	heavy	heavy	ADJ
american_scientific_journal-5564	49	23	traffic	traffic	NOUN
american_scientific_journal-5564	49	24	.	.	PUNCT
american_scientific_journal-5564	50	1	mix	mix	NOUN
american_scientific_journal-5564	50	2	properties	property	NOUN
american_scientific_journal-5564	50	3	criteria	criterion	NOUN
american_scientific_journal-5564	50	4	compaction	compaction	NOUN
american_scientific_journal-5564	50	5	(	(	PUNCT
american_scientific_journal-5564	50	6	no	no	INTJ
american_scientific_journal-5564	50	7	.	.	NOUN
american_scientific_journal-5564	50	8	of	of	ADP
american_scientific_journal-5564	50	9	blows	blow	NOUN
american_scientific_journal-5564	50	10	each	each	DET
american_scientific_journal-5564	50	11	end	end	NOUN
american_scientific_journal-5564	50	12	of	of	ADP
american_scientific_journal-5564	50	13	specimen	speciman	NOUN
american_scientific_journal-5564	50	14	)	)	PUNCT
american_scientific_journal-5564	50	15	75	75	NUM
american_scientific_journal-5564	50	16	marshall	marshall	NOUN
american_scientific_journal-5564	50	17	stability	stability	NOUN
american_scientific_journal-5564	50	18	,	,	PUNCT
american_scientific_journal-5564	50	19	kg	kg	PROPN
american_scientific_journal-5564	50	20	(	(	PUNCT
american_scientific_journal-5564	50	21	min	min	NOUN
american_scientific_journal-5564	50	22	)	)	PUNCT
american_scientific_journal-5564	50	23	1000	1000	NUM
american_scientific_journal-5564	50	24	marshall	marshall	NOUN
american_scientific_journal-5564	50	25	flow	flow	NOUN
american_scientific_journal-5564	50	26	(	(	PUNCT
american_scientific_journal-5564	50	27	mm	mm	NOUN
american_scientific_journal-5564	50	28	)	)	PUNCT
american_scientific_journal-5564	50	29	2.0	2.0	NUM
american_scientific_journal-5564	50	30	-	-	SYM
american_scientific_journal-5564	50	31	3.5	3.5	NUM
american_scientific_journal-5564	50	32	loss	loss	NOUN
american_scientific_journal-5564	50	33	of	of	ADP
american_scientific_journal-5564	50	34	marshall	marshall	PROPN
american_scientific_journal-5564	50	35	stability	stability	PROPN
american_scientific_journal-5564	50	36	,	,	PUNCT
american_scientific_journal-5564	50	37	%	%	INTJ
american_scientific_journal-5564	50	38	(	(	PUNCT
american_scientific_journal-5564	50	39	max	max	PROPN
american_scientific_journal-5564	50	40	.	.	PUNCT
american_scientific_journal-5564	50	41	)	)	PUNCT
american_scientific_journal-5564	51	1	25	25	NUM
american_scientific_journal-5564	51	2	voids	void	NOUN
american_scientific_journal-5564	51	3	in	in	ADP
american_scientific_journal-5564	51	4	mix	mix	NOUN
american_scientific_journal-5564	51	5	,	,	PUNCT
american_scientific_journal-5564	51	6	%	%	NOUN
american_scientific_journal-5564	51	7	4.0	4.0	NUM
american_scientific_journal-5564	51	8	-	-	SYM
american_scientific_journal-5564	51	9	7.0	7.0	NUM
american_scientific_journal-5564	51	10	marshall	marshall	NOUN
american_scientific_journal-5564	51	11	mixing	mix	VERB
american_scientific_journal-5564	51	12	temperature	temperature	NOUN
american_scientific_journal-5564	51	13	,	,	PUNCT
american_scientific_journal-5564	51	14	ºc	ºc	PROPN
american_scientific_journal-5564	51	15	155	155	NUM
american_scientific_journal-5564	51	16	-	-	SYM
american_scientific_journal-5564	51	17	165	165	NUM
american_scientific_journal-5564	51	18	marshall	marshall	NOUN
american_scientific_journal-5564	51	19	compaction	compaction	NOUN
american_scientific_journal-5564	51	20	temperature	temperature	NOUN
american_scientific_journal-5564	51	21	,	,	PUNCT
american_scientific_journal-5564	51	22	ºc	ºc	PROPN
american_scientific_journal-5564	51	23	140	140	NUM
american_scientific_journal-5564	51	24	-	-	SYM
american_scientific_journal-5564	51	25	150	150	NUM
american_scientific_journal-5564	51	26	voids	void	NOUN
american_scientific_journal-5564	51	27	in	in	ADP
american_scientific_journal-5564	51	28	mineral	mineral	NOUN
american_scientific_journal-5564	51	29	aggregate	aggregate	NOUN
american_scientific_journal-5564	51	30	,	,	PUNCT
american_scientific_journal-5564	51	31	min	min	NOUN
american_scientific_journal-5564	51	32	15	15	NUM
american_scientific_journal-5564	51	33	voids	voids	NOUN
american_scientific_journal-5564	51	34	filled	fill	VERB
american_scientific_journal-5564	51	35	with	with	ADP
american_scientific_journal-5564	51	36	bitumen	bituman	NOUN
american_scientific_journal-5564	51	37	,	,	PUNCT
american_scientific_journal-5564	51	38	%	%	NOUN
american_scientific_journal-5564	51	39	65	65	NUM
american_scientific_journal-5564	51	40	-	-	SYM
american_scientific_journal-5564	51	41	75	75	NUM
american_scientific_journal-5564	51	42	american	american	ADJ
american_scientific_journal-5564	51	43	scientific	scientific	ADJ
american_scientific_journal-5564	51	44	research	research	NOUN
american_scientific_journal-5564	51	45	journal	journal	NOUN
american_scientific_journal-5564	51	46	for	for	ADP
american_scientific_journal-5564	51	47	engineering	engineering	NOUN
american_scientific_journal-5564	51	48	,	,	PUNCT
american_scientific_journal-5564	51	49	technology	technology	NOUN
american_scientific_journal-5564	51	50	,	,	PUNCT
american_scientific_journal-5564	51	51	and	and	CCONJ
american_scientific_journal-5564	51	52	sciences	science	NOUN
american_scientific_journal-5564	51	53	(	(	PUNCT
american_scientific_journal-5564	51	54	asrjets	asrjet	NOUN
american_scientific_journal-5564	51	55	)	)	PUNCT
american_scientific_journal-5564	51	56	(	(	PUNCT
american_scientific_journal-5564	51	57	2020	2020	NUM
american_scientific_journal-5564	51	58	)	)	PUNCT
american_scientific_journal-5564	51	59	volume	volume	NOUN
american_scientific_journal-5564	51	60	63	63	NUM
american_scientific_journal-5564	51	61	,	,	PUNCT
american_scientific_journal-5564	51	62	no	no	DET
american_scientific_journal-5564	51	63	1	1	NUM
american_scientific_journal-5564	51	64	,	,	PUNCT
american_scientific_journal-5564	51	65	pp	pp	ADV
american_scientific_journal-5564	51	66	180	180	NUM
american_scientific_journal-5564	51	67	-	-	SYM
american_scientific_journal-5564	51	68	192	192	NUM
american_scientific_journal-5564	51	69	183	183	NUM
american_scientific_journal-5564	51	70	two	two	NUM
american_scientific_journal-5564	51	71	well	well	ADV
american_scientific_journal-5564	51	72	-	-	PUNCT
american_scientific_journal-5564	51	73	known	know	VERB
american_scientific_journal-5564	51	74	ann	ann	PROPN
american_scientific_journal-5564	51	75	models	model	NOUN
american_scientific_journal-5564	51	76	:	:	PUNCT
american_scientific_journal-5564	51	77	the	the	DET
american_scientific_journal-5564	51	78	feed	feed	NOUN
american_scientific_journal-5564	51	79	-	-	PUNCT
american_scientific_journal-5564	51	80	forward	forward	NOUN
american_scientific_journal-5564	51	81	bp	bp	PROPN
american_scientific_journal-5564	51	82	,	,	PUNCT
american_scientific_journal-5564	51	83	and	and	CCONJ
american_scientific_journal-5564	51	84	the	the	DET
american_scientific_journal-5564	51	85	radial	radial	ADJ
american_scientific_journal-5564	51	86	basis	basis	NOUN
american_scientific_journal-5564	51	87	function	function	NOUN
american_scientific_journal-5564	51	88	(	(	PUNCT
american_scientific_journal-5564	51	89	rbf	rbf	PROPN
american_scientific_journal-5564	51	90	)	)	PUNCT
american_scientific_journal-5564	51	91	were	be	AUX
american_scientific_journal-5564	51	92	employed	employ	VERB
american_scientific_journal-5564	51	93	as	as	ADP
american_scientific_journal-5564	51	94	preliminary	preliminary	ADJ
american_scientific_journal-5564	51	95	exploratory	exploratory	ADJ
american_scientific_journal-5564	51	96	models	model	NOUN
american_scientific_journal-5564	51	97	to	to	PART
american_scientific_journal-5564	51	98	investigate	investigate	VERB
american_scientific_journal-5564	51	99	which	which	PRON
american_scientific_journal-5564	51	100	would	would	AUX
american_scientific_journal-5564	51	101	be	be	AUX
american_scientific_journal-5564	51	102	more	more	ADV
american_scientific_journal-5564	51	103	suitable	suitable	ADJ
american_scientific_journal-5564	51	104	for	for	ADP
american_scientific_journal-5564	51	105	the	the	DET
american_scientific_journal-5564	51	106	purpose	purpose	NOUN
american_scientific_journal-5564	51	107	of	of	ADP
american_scientific_journal-5564	51	108	prediction	prediction	NOUN
american_scientific_journal-5564	51	109	of	of	ADP
american_scientific_journal-5564	51	110	lwc	lwc	PROPN
american_scientific_journal-5564	51	111	.	.	PUNCT
american_scientific_journal-5564	52	1	the	the	DET
american_scientific_journal-5564	52	2	matlab	matlab	PROPN
american_scientific_journal-5564	52	3	toolbox	toolbox	PROPN
american_scientific_journal-5564	52	4	(	(	PUNCT
american_scientific_journal-5564	52	5	mathworks	mathworks	PROPN
american_scientific_journal-5564	52	6	,	,	PUNCT
american_scientific_journal-5564	52	7	inc	inc	PROPN
american_scientific_journal-5564	52	8	.	.	PROPN
american_scientific_journal-5564	52	9	,	,	PUNCT
american_scientific_journal-5564	52	10	natwick	natwick	PROPN
american_scientific_journal-5564	52	11	,	,	PUNCT
american_scientific_journal-5564	52	12	ma	ma	PROPN
american_scientific_journal-5564	52	13	)	)	PUNCT
american_scientific_journal-5564	52	14	was	be	AUX
american_scientific_journal-5564	52	15	used	use	VERB
american_scientific_journal-5564	52	16	to	to	PART
american_scientific_journal-5564	52	17	create	create	VERB
american_scientific_journal-5564	52	18	bp	bp	PROPN
american_scientific_journal-5564	52	19	,	,	PUNCT
american_scientific_journal-5564	52	20	and	and	CCONJ
american_scientific_journal-5564	52	21	rbf	rbf	PROPN
american_scientific_journal-5564	52	22	type	type	NOUN
american_scientific_journal-5564	52	23	neural	neural	ADJ
american_scientific_journal-5564	52	24	networks	network	NOUN
american_scientific_journal-5564	52	25	for	for	ADP
american_scientific_journal-5564	52	26	this	this	DET
american_scientific_journal-5564	52	27	study	study	NOUN
american_scientific_journal-5564	52	28	.	.	PUNCT
american_scientific_journal-5564	53	1	2.3.1	2.3.1	NUM
american_scientific_journal-5564	53	2	back	back	NOUN
american_scientific_journal-5564	53	3	propagation	propagation	NOUN
american_scientific_journal-5564	53	4	neural	neural	ADJ
american_scientific_journal-5564	53	5	network	network	NOUN
american_scientific_journal-5564	53	6	(	(	PUNCT
american_scientific_journal-5564	53	7	bpnn	bpnn	NOUN
american_scientific_journal-5564	53	8	)	)	PUNCT
american_scientific_journal-5564	53	9	within	within	ADP
american_scientific_journal-5564	53	10	the	the	DET
american_scientific_journal-5564	53	11	class	class	NOUN
american_scientific_journal-5564	53	12	of	of	ADP
american_scientific_journal-5564	53	13	feed	feed	NOUN
american_scientific_journal-5564	53	14	forward	forward	ADV
american_scientific_journal-5564	53	15	neural	neural	ADJ
american_scientific_journal-5564	53	16	network	network	NOUN
american_scientific_journal-5564	53	17	paradigms	paradigm	VERB
american_scientific_journal-5564	53	18	,	,	PUNCT
american_scientific_journal-5564	53	19	the	the	DET
american_scientific_journal-5564	53	20	most	most	ADV
american_scientific_journal-5564	53	21	widely	widely	ADV
american_scientific_journal-5564	53	22	used	use	VERB
american_scientific_journal-5564	53	23	neural	neural	ADJ
american_scientific_journal-5564	53	24	network	network	NOUN
american_scientific_journal-5564	53	25	paradigm	paradigm	NOUN
american_scientific_journal-5564	53	26	is	be	AUX
american_scientific_journal-5564	53	27	the	the	DET
american_scientific_journal-5564	53	28	back	back	ADJ
american_scientific_journal-5564	53	29	propagation	propagation	NOUN
american_scientific_journal-5564	53	30	.	.	PUNCT
american_scientific_journal-5564	54	1	the	the	DET
american_scientific_journal-5564	54	2	back	back	ADJ
american_scientific_journal-5564	54	3	propagation	propagation	NOUN
american_scientific_journal-5564	54	4	neural	neural	ADJ
american_scientific_journal-5564	54	5	network	network	NOUN
american_scientific_journal-5564	54	6	(	(	PUNCT
american_scientific_journal-5564	54	7	bpnn	bpnn	NOUN
american_scientific_journal-5564	54	8	)	)	PUNCT
american_scientific_journal-5564	54	9	is	be	AUX
american_scientific_journal-5564	54	10	preferred	prefer	VERB
american_scientific_journal-5564	54	11	over	over	ADP
american_scientific_journal-5564	54	12	other	other	ADJ
american_scientific_journal-5564	54	13	neural	neural	ADJ
american_scientific_journal-5564	54	14	network	network	NOUN
american_scientific_journal-5564	54	15	paradigms	paradigm	VERB
american_scientific_journal-5564	54	16	because	because	SCONJ
american_scientific_journal-5564	54	17	of	of	ADP
american_scientific_journal-5564	54	18	its	its	PRON
american_scientific_journal-5564	54	19	simplicity	simplicity	NOUN
american_scientific_journal-5564	54	20	and	and	CCONJ
american_scientific_journal-5564	54	21	ease	ease	NOUN
american_scientific_journal-5564	54	22	in	in	ADP
american_scientific_journal-5564	54	23	implementation	implementation	NOUN
american_scientific_journal-5564	54	24	[	[	X
american_scientific_journal-5564	54	25	8	8	NUM
american_scientific_journal-5564	54	26	]	]	PUNCT
american_scientific_journal-5564	54	27	.	.	PUNCT
american_scientific_journal-5564	55	1	as	as	ADP
american_scientific_journal-5564	55	2	a	a	DET
american_scientific_journal-5564	55	3	feed	feed	NOUN
american_scientific_journal-5564	55	4	forward	forward	ADJ
american_scientific_journal-5564	55	5	architecture	architecture	NOUN
american_scientific_journal-5564	55	6	,	,	PUNCT
american_scientific_journal-5564	55	7	back	back	ADJ
american_scientific_journal-5564	55	8	propagation	propagation	NOUN
american_scientific_journal-5564	55	9	models	model	NOUN
american_scientific_journal-5564	55	10	contain	contain	VERB
american_scientific_journal-5564	55	11	an	an	DET
american_scientific_journal-5564	55	12	input	input	NOUN
american_scientific_journal-5564	55	13	layer	layer	NOUN
american_scientific_journal-5564	55	14	,	,	PUNCT
american_scientific_journal-5564	55	15	an	an	DET
american_scientific_journal-5564	55	16	output	output	NOUN
american_scientific_journal-5564	55	17	layer	layer	NOUN
american_scientific_journal-5564	55	18	and	and	CCONJ
american_scientific_journal-5564	55	19	at	at	ADV
american_scientific_journal-5564	55	20	least	least	ADV
american_scientific_journal-5564	55	21	one	one	NUM
american_scientific_journal-5564	55	22	hidden	hide	VERB
american_scientific_journal-5564	55	23	layer	layer	NOUN
american_scientific_journal-5564	55	24	,	,	PUNCT
american_scientific_journal-5564	55	25	which	which	PRON
american_scientific_journal-5564	55	26	are	be	AUX
american_scientific_journal-5564	55	27	all	all	ADV
american_scientific_journal-5564	55	28	fully	fully	ADV
american_scientific_journal-5564	55	29	interconnected	interconnect	VERB
american_scientific_journal-5564	55	30	.	.	PUNCT
american_scientific_journal-5564	56	1	although	although	SCONJ
american_scientific_journal-5564	56	2	back	back	NOUN
american_scientific_journal-5564	56	3	propagation	propagation	NOUN
american_scientific_journal-5564	56	4	models	model	NOUN
american_scientific_journal-5564	56	5	embody	embody	VERB
american_scientific_journal-5564	56	6	feed	feed	VERB
american_scientific_journal-5564	56	7	forward	forward	ADV
american_scientific_journal-5564	56	8	architectures	architecture	NOUN
american_scientific_journal-5564	56	9	,	,	PUNCT
american_scientific_journal-5564	56	10	where	where	SCONJ
american_scientific_journal-5564	56	11	information	information	NOUN
american_scientific_journal-5564	56	12	is	be	AUX
american_scientific_journal-5564	56	13	passed	pass	VERB
american_scientific_journal-5564	56	14	in	in	ADP
american_scientific_journal-5564	56	15	one	one	NUM
american_scientific_journal-5564	56	16	direction	direction	NOUN
american_scientific_journal-5564	56	17	,	,	PUNCT
american_scientific_journal-5564	56	18	the	the	DET
american_scientific_journal-5564	56	19	models	model	NOUN
american_scientific_journal-5564	56	20	actually	actually	ADV
american_scientific_journal-5564	56	21	implement	implement	VERB
american_scientific_journal-5564	56	22	multi	multi	ADJ
american_scientific_journal-5564	56	23	directional	directional	ADJ
american_scientific_journal-5564	56	24	operations	operation	NOUN
american_scientific_journal-5564	56	25	.	.	PUNCT
american_scientific_journal-5564	57	1	back	back	ADJ
american_scientific_journal-5564	57	2	propagation	propagation	NOUN
american_scientific_journal-5564	57	3	utilizes	utilize	VERB
american_scientific_journal-5564	57	4	supervised	supervised	ADJ
american_scientific_journal-5564	57	5	learning	learning	NOUN
american_scientific_journal-5564	57	6	,	,	PUNCT
american_scientific_journal-5564	57	7	which	which	PRON
american_scientific_journal-5564	57	8	requires	require	VERB
american_scientific_journal-5564	57	9	a	a	DET
american_scientific_journal-5564	57	10	desired	desire	VERB
american_scientific_journal-5564	57	11	output	output	NOUN
american_scientific_journal-5564	57	12	to	to	PART
american_scientific_journal-5564	57	13	be	be	AUX
american_scientific_journal-5564	57	14	declared	declare	VERB
american_scientific_journal-5564	57	15	during	during	ADP
american_scientific_journal-5564	57	16	the	the	DET
american_scientific_journal-5564	57	17	training	training	NOUN
american_scientific_journal-5564	57	18	phase	phase	NOUN
american_scientific_journal-5564	57	19	.	.	PUNCT
american_scientific_journal-5564	58	1	during	during	ADP
american_scientific_journal-5564	58	2	the	the	DET
american_scientific_journal-5564	58	3	training	training	NOUN
american_scientific_journal-5564	58	4	phase	phase	NOUN
american_scientific_journal-5564	58	5	,	,	PUNCT
american_scientific_journal-5564	58	6	root	root	NOUN
american_scientific_journal-5564	58	7	mean	mean	VERB
american_scientific_journal-5564	58	8	square	square	ADJ
american_scientific_journal-5564	58	9	error	error	NOUN
american_scientific_journal-5564	58	10	(	(	PUNCT
american_scientific_journal-5564	58	11	rmse	rmse	NOUN
american_scientific_journal-5564	58	12	)	)	PUNCT
american_scientific_journal-5564	58	13	is	be	AUX
american_scientific_journal-5564	58	14	calculated	calculate	VERB
american_scientific_journal-5564	58	15	between	between	ADP
american_scientific_journal-5564	58	16	the	the	DET
american_scientific_journal-5564	58	17	desired	desire	VERB
american_scientific_journal-5564	58	18	output	output	NOUN
american_scientific_journal-5564	58	19	and	and	CCONJ
american_scientific_journal-5564	58	20	the	the	DET
american_scientific_journal-5564	58	21	actual	actual	ADJ
american_scientific_journal-5564	58	22	output	output	NOUN
american_scientific_journal-5564	58	23	.	.	PUNCT
american_scientific_journal-5564	59	1	the	the	DET
american_scientific_journal-5564	59	2	rmse	rmse	NOUN
american_scientific_journal-5564	59	3	is	be	AUX
american_scientific_journal-5564	59	4	then	then	ADV
american_scientific_journal-5564	59	5	propagated	propagate	VERB
american_scientific_journal-5564	59	6	backwards	backwards	ADV
american_scientific_journal-5564	59	7	to	to	ADP
american_scientific_journal-5564	59	8	the	the	DET
american_scientific_journal-5564	59	9	input	input	NOUN
american_scientific_journal-5564	59	10	layer	layer	NOUN
american_scientific_journal-5564	59	11	and	and	CCONJ
american_scientific_journal-5564	59	12	the	the	DET
american_scientific_journal-5564	59	13	connection	connection	NOUN
american_scientific_journal-5564	59	14	weighs	weigh	NOUN
american_scientific_journal-5564	59	15	between	between	ADP
american_scientific_journal-5564	59	16	the	the	DET
american_scientific_journal-5564	59	17	layers	layer	NOUN
american_scientific_journal-5564	59	18	are	be	AUX
american_scientific_journal-5564	59	19	readjusted	readjust	VERB
american_scientific_journal-5564	59	20	.	.	PUNCT
american_scientific_journal-5564	60	1	after	after	SCONJ
american_scientific_journal-5564	60	2	the	the	DET
american_scientific_journal-5564	60	3	weighs	weigh	NOUN
american_scientific_journal-5564	60	4	have	have	AUX
american_scientific_journal-5564	60	5	been	be	AUX
american_scientific_journal-5564	60	6	adjusted	adjust	VERB
american_scientific_journal-5564	60	7	and	and	CCONJ
american_scientific_journal-5564	60	8	the	the	DET
american_scientific_journal-5564	60	9	hidden	hide	VERB
american_scientific_journal-5564	60	10	layer	layer	NOUN
american_scientific_journal-5564	60	11	neurons	neuron	NOUN
american_scientific_journal-5564	60	12	have	have	AUX
american_scientific_journal-5564	60	13	generated	generate	VERB
american_scientific_journal-5564	60	14	an	an	DET
american_scientific_journal-5564	60	15	output	output	NOUN
american_scientific_journal-5564	60	16	result	result	NOUN
american_scientific_journal-5564	60	17	,	,	PUNCT
american_scientific_journal-5564	60	18	the	the	DET
american_scientific_journal-5564	60	19	error	error	NOUN
american_scientific_journal-5564	60	20	value	value	NOUN
american_scientific_journal-5564	60	21	is	be	AUX
american_scientific_journal-5564	60	22	again	again	ADV
american_scientific_journal-5564	60	23	re	re	VERB
american_scientific_journal-5564	60	24	-	-	VERB
american_scientific_journal-5564	60	25	determined	determined	ADJ
american_scientific_journal-5564	60	26	.	.	PUNCT
american_scientific_journal-5564	61	1	before	before	SCONJ
american_scientific_journal-5564	61	2	the	the	DET
american_scientific_journal-5564	61	3	training	training	NOUN
american_scientific_journal-5564	61	4	phase	phase	NOUN
american_scientific_journal-5564	61	5	begins	begin	VERB
american_scientific_journal-5564	61	6	the	the	DET
american_scientific_journal-5564	61	7	total	total	ADJ
american_scientific_journal-5564	61	8	number	number	NOUN
american_scientific_journal-5564	61	9	of	of	ADP
american_scientific_journal-5564	61	10	input	input	NOUN
american_scientific_journal-5564	61	11	neurons	neuron	NOUN
american_scientific_journal-5564	61	12	and	and	CCONJ
american_scientific_journal-5564	61	13	the	the	DET
american_scientific_journal-5564	61	14	number	number	NOUN
american_scientific_journal-5564	61	15	of	of	ADP
american_scientific_journal-5564	61	16	hidden	hide	VERB
american_scientific_journal-5564	61	17	layer	layer	NOUN
american_scientific_journal-5564	61	18	neurons	neuron	NOUN
american_scientific_journal-5564	61	19	and	and	CCONJ
american_scientific_journal-5564	61	20	the	the	DET
american_scientific_journal-5564	61	21	total	total	ADJ
american_scientific_journal-5564	61	22	number	number	NOUN
american_scientific_journal-5564	61	23	of	of	ADP
american_scientific_journal-5564	61	24	iteration	iteration	NOUN
american_scientific_journal-5564	61	25	(	(	PUNCT
american_scientific_journal-5564	61	26	propagations	propagation	NOUN
american_scientific_journal-5564	61	27	)	)	PUNCT
american_scientific_journal-5564	61	28	must	must	AUX
american_scientific_journal-5564	61	29	be	be	AUX
american_scientific_journal-5564	61	30	declared	declare	VERB
american_scientific_journal-5564	61	31	.	.	PUNCT
american_scientific_journal-5564	62	1	when	when	SCONJ
american_scientific_journal-5564	62	2	the	the	DET
american_scientific_journal-5564	62	3	training	training	NOUN
american_scientific_journal-5564	62	4	phase	phase	NOUN
american_scientific_journal-5564	62	5	initializes	initialize	VERB
american_scientific_journal-5564	62	6	,	,	PUNCT
american_scientific_journal-5564	62	7	the	the	DET
american_scientific_journal-5564	62	8	connection	connection	NOUN
american_scientific_journal-5564	62	9	weights	weight	VERB
american_scientific_journal-5564	62	10	between	between	ADP
american_scientific_journal-5564	62	11	the	the	DET
american_scientific_journal-5564	62	12	input	input	NOUN
american_scientific_journal-5564	62	13	and	and	CCONJ
american_scientific_journal-5564	62	14	hidden	hidden	ADJ
american_scientific_journal-5564	62	15	layers	layer	NOUN
american_scientific_journal-5564	62	16	are	be	AUX
american_scientific_journal-5564	62	17	assigned	assign	VERB
american_scientific_journal-5564	62	18	random	random	ADJ
american_scientific_journal-5564	62	19	values	value	NOUN
american_scientific_journal-5564	62	20	by	by	ADP
american_scientific_journal-5564	62	21	means	mean	NOUN
american_scientific_journal-5564	62	22	of	of	ADP
american_scientific_journal-5564	62	23	an	an	DET
american_scientific_journal-5564	62	24	activation	activation	NOUN
american_scientific_journal-5564	62	25	function	function	NOUN
american_scientific_journal-5564	62	26	.	.	PUNCT
american_scientific_journal-5564	63	1	the	the	DET
american_scientific_journal-5564	63	2	goal	goal	NOUN
american_scientific_journal-5564	63	3	of	of	ADP
american_scientific_journal-5564	63	4	any	any	DET
american_scientific_journal-5564	63	5	training	training	NOUN
american_scientific_journal-5564	63	6	algorithm	algorithm	NOUN
american_scientific_journal-5564	63	7	is	be	AUX
american_scientific_journal-5564	63	8	to	to	PART
american_scientific_journal-5564	63	9	minimize	minimize	VERB
american_scientific_journal-5564	63	10	the	the	DET
american_scientific_journal-5564	63	11	global	global	ADJ
american_scientific_journal-5564	63	12	(	(	PUNCT
american_scientific_journal-5564	63	13	mean	mean	ADJ
american_scientific_journal-5564	63	14	sum	sum	NOUN
american_scientific_journal-5564	63	15	squared	square	VERB
american_scientific_journal-5564	63	16	)	)	PUNCT
american_scientific_journal-5564	63	17	error	error	NOUN
american_scientific_journal-5564	63	18	e.	e.	PROPN
american_scientific_journal-5564	63	19	the	the	DET
american_scientific_journal-5564	63	20	bp	bp	PROPN
american_scientific_journal-5564	63	21	algorithm	algorithm	PROPN
american_scientific_journal-5564	63	22	calculates	calculate	VERB
american_scientific_journal-5564	63	23	the	the	DET
american_scientific_journal-5564	63	24	error	error	NOUN
american_scientific_journal-5564	63	25	,	,	PUNCT
american_scientific_journal-5564	63	26	is	be	AUX
american_scientific_journal-5564	63	27	then	then	ADV
american_scientific_journal-5564	63	28	used	use	VERB
american_scientific_journal-5564	63	29	to	to	PART
american_scientific_journal-5564	63	30	adjust	adjust	VERB
american_scientific_journal-5564	63	31	the	the	DET
american_scientific_journal-5564	63	32	weights	weight	NOUN
american_scientific_journal-5564	63	33	first	first	ADV
american_scientific_journal-5564	63	34	in	in	ADP
american_scientific_journal-5564	63	35	the	the	DET
american_scientific_journal-5564	63	36	output	output	NOUN
american_scientific_journal-5564	63	37	layer	layer	NOUN
american_scientific_journal-5564	63	38	,	,	PUNCT
american_scientific_journal-5564	63	39	and	and	CCONJ
american_scientific_journal-5564	63	40	then	then	ADV
american_scientific_journal-5564	63	41	distributes	distribute	VERB
american_scientific_journal-5564	63	42	it	it	PRON
american_scientific_journal-5564	63	43	backward	backward	ADV
american_scientific_journal-5564	63	44	from	from	ADP
american_scientific_journal-5564	63	45	the	the	DET
american_scientific_journal-5564	63	46	output	output	NOUN
american_scientific_journal-5564	63	47	to	to	ADP
american_scientific_journal-5564	63	48	hidden	hidden	ADJ
american_scientific_journal-5564	63	49	and	and	CCONJ
american_scientific_journal-5564	63	50	input	input	NOUN
american_scientific_journal-5564	63	51	nodes	node	NOUN
american_scientific_journal-5564	63	52	(	(	PUNCT
american_scientific_journal-5564	63	53	fig	fig	NOUN
american_scientific_journal-5564	63	54	.	.	PUNCT
american_scientific_journal-5564	64	1	1	1	NUM
american_scientific_journal-5564	64	2	)	)	PUNCT
american_scientific_journal-5564	64	3	.	.	PUNCT
american_scientific_journal-5564	65	1	this	this	PRON
american_scientific_journal-5564	65	2	is	be	AUX
american_scientific_journal-5564	65	3	done	do	VERB
american_scientific_journal-5564	65	4	using	use	VERB
american_scientific_journal-5564	65	5	the	the	DET
american_scientific_journal-5564	65	6	steepest	steep	ADJ
american_scientific_journal-5564	65	7	gradient	gradient	ADJ
american_scientific_journal-5564	65	8	descent	descent	NOUN
american_scientific_journal-5564	65	9	principle	principle	NOUN
american_scientific_journal-5564	65	10	where	where	SCONJ
american_scientific_journal-5564	65	11	the	the	DET
american_scientific_journal-5564	65	12	change	change	NOUN
american_scientific_journal-5564	65	13	in	in	ADP
american_scientific_journal-5564	65	14	weight	weight	NOUN
american_scientific_journal-5564	65	15	is	be	AUX
american_scientific_journal-5564	65	16	directed	direct	VERB
american_scientific_journal-5564	65	17	towards	towards	ADP
american_scientific_journal-5564	65	18	negative	negative	ADJ
american_scientific_journal-5564	65	19	of	of	ADP
american_scientific_journal-5564	65	20	the	the	DET
american_scientific_journal-5564	65	21	error	error	NOUN
american_scientific_journal-5564	65	22	gradient	gradient	NOUN
american_scientific_journal-5564	65	23	,	,	PUNCT
american_scientific_journal-5564	65	24	i.e.	i.e.	X
american_scientific_journal-5564	65	25	(	(	PUNCT
american_scientific_journal-5564	65	26	1	1	X
american_scientific_journal-5564	65	27	)	)	PUNCT
american_scientific_journal-5564	65	28	where	where	SCONJ
american_scientific_journal-5564	65	29	w	w	NOUN
american_scientific_journal-5564	65	30	is	be	AUX
american_scientific_journal-5564	65	31	the	the	DET
american_scientific_journal-5564	65	32	weight	weight	NOUN
american_scientific_journal-5564	65	33	between	between	ADP
american_scientific_journal-5564	65	34	any	any	DET
american_scientific_journal-5564	65	35	two	two	NUM
american_scientific_journal-5564	65	36	nodes	node	NOUN
american_scientific_journal-5564	65	37	;	;	PUNCT
american_scientific_journal-5564	65	38	wn	wn	X
american_scientific_journal-5564	65	39	,	,	PUNCT
american_scientific_journal-5564	65	40	wn-1	wn-1	PROPN
american_scientific_journal-5564	65	41	are	be	AUX
american_scientific_journal-5564	65	42	the	the	DET
american_scientific_journal-5564	65	43	changes	change	NOUN
american_scientific_journal-5564	65	44	in	in	ADP
american_scientific_journal-5564	65	45	this	this	DET
american_scientific_journal-5564	65	46	weight	weight	NOUN
american_scientific_journal-5564	65	47	at	at	ADP
american_scientific_journal-5564	65	48	n	n	PROPN
american_scientific_journal-5564	65	49	and	and	CCONJ
american_scientific_journal-5564	65	50	n-1	n-1	ADJ
american_scientific_journal-5564	65	51	iteration	iteration	NOUN
american_scientific_journal-5564	65	52	,	,	PUNCT
american_scientific_journal-5564	65	53			PUNCT
american_scientific_journal-5564	65	54	the	the	DET
american_scientific_journal-5564	65	55	momentum	momentum	NOUN
american_scientific_journal-5564	65	56	factor	factor	NOUN
american_scientific_journal-5564	65	57	,	,	PUNCT
american_scientific_journal-5564	65	58	and	and	CCONJ
american_scientific_journal-5564	65	59			NUM
american_scientific_journal-5564	65	60	is	be	AUX
american_scientific_journal-5564	65	61	the	the	DET
american_scientific_journal-5564	65	62	learning	learning	NOUN
american_scientific_journal-5564	65	63	rate	rate	NOUN
american_scientific_journal-5564	65	64	.	.	PUNCT
american_scientific_journal-5564	66	1	figure	figure	NOUN
american_scientific_journal-5564	66	2	1	1	NUM
american_scientific_journal-5564	66	3	:	:	PUNCT
american_scientific_journal-5564	66	4	neuron	neuron	NOUN
american_scientific_journal-5564	66	5	weight	weight	NOUN
american_scientific_journal-5564	66	6	adjustments	adjustment	NOUN
american_scientific_journal-5564	66	7	.	.	PUNCT
american_scientific_journal-5564	67	1	american	american	ADJ
american_scientific_journal-5564	67	2	scientific	scientific	ADJ
american_scientific_journal-5564	67	3	research	research	PROPN
american_scientific_journal-5564	67	4	journal	journal	NOUN
american_scientific_journal-5564	67	5	for	for	ADP
american_scientific_journal-5564	67	6	engineering	engineering	NOUN
american_scientific_journal-5564	67	7	,	,	PUNCT
american_scientific_journal-5564	67	8	technology	technology	NOUN
american_scientific_journal-5564	67	9	,	,	PUNCT
american_scientific_journal-5564	67	10	and	and	CCONJ
american_scientific_journal-5564	67	11	sciences	science	NOUN
american_scientific_journal-5564	67	12	(	(	PUNCT
american_scientific_journal-5564	67	13	asrjets	asrjet	NOUN
american_scientific_journal-5564	67	14	)	)	PUNCT
american_scientific_journal-5564	67	15	(	(	PUNCT
american_scientific_journal-5564	67	16	2020	2020	NUM
american_scientific_journal-5564	67	17	)	)	PUNCT
american_scientific_journal-5564	67	18	volume	volume	NOUN
american_scientific_journal-5564	67	19	63	63	NUM
american_scientific_journal-5564	67	20	,	,	PUNCT
american_scientific_journal-5564	67	21	no	no	DET
american_scientific_journal-5564	67	22	1	1	NUM
american_scientific_journal-5564	67	23	,	,	PUNCT
american_scientific_journal-5564	67	24	pp	pp	ADV
american_scientific_journal-5564	67	25	180	180	NUM
american_scientific_journal-5564	67	26	-	-	SYM
american_scientific_journal-5564	67	27	192	192	NUM
american_scientific_journal-5564	67	28	184	184	NUM
american_scientific_journal-5564	67	29	little	little	ADJ
american_scientific_journal-5564	67	30	research	research	NOUN
american_scientific_journal-5564	67	31	has	have	AUX
american_scientific_journal-5564	67	32	been	be	AUX
american_scientific_journal-5564	67	33	conducted	conduct	VERB
american_scientific_journal-5564	67	34	to	to	PART
american_scientific_journal-5564	67	35	find	find	VERB
american_scientific_journal-5564	67	36	good	good	ADJ
american_scientific_journal-5564	67	37	initial	initial	ADJ
american_scientific_journal-5564	67	38	weights	weight	NOUN
american_scientific_journal-5564	68	1	[	[	X
american_scientific_journal-5564	68	2	9	9	NUM
american_scientific_journal-5564	68	3	,	,	PUNCT
american_scientific_journal-5564	68	4	10	10	NUM
american_scientific_journal-5564	68	5	]	]	PUNCT
american_scientific_journal-5564	68	6	.	.	PUNCT
american_scientific_journal-5564	69	1	the	the	DET
american_scientific_journal-5564	69	2	initial	initial	ADJ
american_scientific_journal-5564	69	3	weights	weight	NOUN
american_scientific_journal-5564	69	4	are	be	AUX
american_scientific_journal-5564	69	5	randomly	randomly	ADV
american_scientific_journal-5564	69	6	generated	generate	VERB
american_scientific_journal-5564	69	7	between	between	ADP
american_scientific_journal-5564	69	8	-1	-1	PUNCT
american_scientific_journal-5564	69	9	and	and	CCONJ
american_scientific_journal-5564	69	10	1	1	NUM
american_scientific_journal-5564	69	11	with	with	ADP
american_scientific_journal-5564	69	12	a	a	DET
american_scientific_journal-5564	69	13	random	random	ADJ
american_scientific_journal-5564	69	14	number	number	NOUN
american_scientific_journal-5564	69	15	generator	generator	NOUN
american_scientific_journal-5564	69	16	(	(	PUNCT
american_scientific_journal-5564	69	17	mathworks	mathworks	PROPN
american_scientific_journal-5564	69	18	,	,	PUNCT
american_scientific_journal-5564	69	19	inc	inc	PROPN
american_scientific_journal-5564	69	20	.	.	PROPN
american_scientific_journal-5564	69	21	,	,	PUNCT
american_scientific_journal-5564	69	22	natwick	natwick	PROPN
american_scientific_journal-5564	69	23	,	,	PUNCT
american_scientific_journal-5564	69	24	ma	ma	PROPN
american_scientific_journal-5564	69	25	)	)	PUNCT
american_scientific_journal-5564	69	26	.	.	PUNCT
american_scientific_journal-5564	70	1	the	the	DET
american_scientific_journal-5564	70	2	value	value	NOUN
american_scientific_journal-5564	70	3	of	of	ADP
american_scientific_journal-5564	70	4	the	the	DET
american_scientific_journal-5564	70	5	learning	learning	NOUN
american_scientific_journal-5564	70	6	parameter	parameter	NOUN
american_scientific_journal-5564	70	7	is	be	AUX
american_scientific_journal-5564	70	8	not	not	PART
american_scientific_journal-5564	70	9	fixed	fix	VERB
american_scientific_journal-5564	70	10	.	.	PUNCT
american_scientific_journal-5564	71	1	the	the	DET
american_scientific_journal-5564	71	2	optimization	optimization	NOUN
american_scientific_journal-5564	71	3	of	of	ADP
american_scientific_journal-5564	71	4	learning	learn	VERB
american_scientific_journal-5564	71	5	parameter	parameter	NOUN
american_scientific_journal-5564	71	6	is	be	AUX
american_scientific_journal-5564	71	7	highly	highly	ADV
american_scientific_journal-5564	71	8	problem	problem	NOUN
american_scientific_journal-5564	71	9	dependent	dependent	ADJ
american_scientific_journal-5564	71	10	and	and	CCONJ
american_scientific_journal-5564	71	11	should	should	AUX
american_scientific_journal-5564	71	12	be	be	AUX
american_scientific_journal-5564	71	13	selected	select	VERB
american_scientific_journal-5564	71	14	so	so	SCONJ
american_scientific_journal-5564	71	15	that	that	SCONJ
american_scientific_journal-5564	71	16	oscillation	oscillation	NOUN
american_scientific_journal-5564	71	17	in	in	ADP
american_scientific_journal-5564	71	18	error	error	NOUN
american_scientific_journal-5564	71	19	surface	surface	NOUN
american_scientific_journal-5564	71	20	can	can	AUX
american_scientific_journal-5564	71	21	be	be	AUX
american_scientific_journal-5564	71	22	avoided	avoid	VERB
american_scientific_journal-5564	71	23	[	[	PUNCT
american_scientific_journal-5564	71	24	9	9	NUM
american_scientific_journal-5564	71	25	]	]	PUNCT
american_scientific_journal-5564	71	26	.	.	PUNCT
american_scientific_journal-5564	72	1	the	the	DET
american_scientific_journal-5564	72	2	function	function	NOUN
american_scientific_journal-5564	72	3	of	of	ADP
american_scientific_journal-5564	72	4	the	the	DET
american_scientific_journal-5564	72	5	hidden	hide	VERB
american_scientific_journal-5564	72	6	layer	layer	NOUN
american_scientific_journal-5564	72	7	nodes	node	NOUN
american_scientific_journal-5564	72	8	is	be	AUX
american_scientific_journal-5564	72	9	to	to	PART
american_scientific_journal-5564	72	10	detect	detect	VERB
american_scientific_journal-5564	72	11	relationships	relationship	NOUN
american_scientific_journal-5564	72	12	between	between	ADP
american_scientific_journal-5564	72	13	network	network	NOUN
american_scientific_journal-5564	72	14	inputs	input	NOUN
american_scientific_journal-5564	72	15	and	and	CCONJ
american_scientific_journal-5564	72	16	outputs	output	NOUN
american_scientific_journal-5564	72	17	.	.	PUNCT
american_scientific_journal-5564	73	1	if	if	SCONJ
american_scientific_journal-5564	73	2	there	there	PRON
american_scientific_journal-5564	73	3	is	be	VERB
american_scientific_journal-5564	73	4	insufficient	insufficient	ADJ
american_scientific_journal-5564	73	5	number	number	NOUN
american_scientific_journal-5564	73	6	of	of	ADP
american_scientific_journal-5564	73	7	hidden	hidden	ADJ
american_scientific_journal-5564	73	8	nodes	node	NOUN
american_scientific_journal-5564	73	9	,	,	PUNCT
american_scientific_journal-5564	73	10	it	it	PRON
american_scientific_journal-5564	73	11	may	may	AUX
american_scientific_journal-5564	73	12	be	be	AUX
american_scientific_journal-5564	73	13	difficult	difficult	ADJ
american_scientific_journal-5564	73	14	to	to	PART
american_scientific_journal-5564	73	15	obtain	obtain	VERB
american_scientific_journal-5564	73	16	convergence	convergence	NOUN
american_scientific_journal-5564	73	17	during	during	ADP
american_scientific_journal-5564	73	18	training	training	NOUN
american_scientific_journal-5564	73	19	time	time	NOUN
american_scientific_journal-5564	73	20	,	,	PUNCT
american_scientific_journal-5564	73	21	as	as	SCONJ
american_scientific_journal-5564	73	22	the	the	DET
american_scientific_journal-5564	73	23	network	network	NOUN
american_scientific_journal-5564	73	24	may	may	AUX
american_scientific_journal-5564	73	25	be	be	AUX
american_scientific_journal-5564	73	26	unable	unable	ADJ
american_scientific_journal-5564	73	27	to	to	PART
american_scientific_journal-5564	73	28	create	create	VERB
american_scientific_journal-5564	73	29	adequately	adequately	ADV
american_scientific_journal-5564	73	30	complex	complex	ADJ
american_scientific_journal-5564	73	31	decision	decision	NOUN
american_scientific_journal-5564	73	32	boundaries	boundary	NOUN
american_scientific_journal-5564	73	33	.	.	PUNCT
american_scientific_journal-5564	74	1	on	on	ADP
american_scientific_journal-5564	74	2	the	the	DET
american_scientific_journal-5564	74	3	other	other	ADJ
american_scientific_journal-5564	74	4	hand	hand	NOUN
american_scientific_journal-5564	74	5	,	,	PUNCT
american_scientific_journal-5564	74	6	if	if	SCONJ
american_scientific_journal-5564	74	7	too	too	ADV
american_scientific_journal-5564	74	8	many	many	ADJ
american_scientific_journal-5564	74	9	hidden	hide	VERB
american_scientific_journal-5564	74	10	nodes	node	NOUN
american_scientific_journal-5564	74	11	are	be	AUX
american_scientific_journal-5564	74	12	used	use	VERB
american_scientific_journal-5564	74	13	,	,	PUNCT
american_scientific_journal-5564	74	14	the	the	DET
american_scientific_journal-5564	74	15	network	network	NOUN
american_scientific_journal-5564	74	16	may	may	AUX
american_scientific_journal-5564	74	17	lose	lose	VERB
american_scientific_journal-5564	74	18	its	its	PRON
american_scientific_journal-5564	74	19	ability	ability	NOUN
american_scientific_journal-5564	74	20	to	to	PART
american_scientific_journal-5564	74	21	generalize	generalize	VERB
american_scientific_journal-5564	74	22	.	.	PUNCT
american_scientific_journal-5564	75	1	in	in	ADP
american_scientific_journal-5564	75	2	addition	addition	NOUN
american_scientific_journal-5564	75	3	,	,	PUNCT
american_scientific_journal-5564	75	4	keeping	keep	VERB
american_scientific_journal-5564	75	5	the	the	DET
american_scientific_journal-5564	75	6	number	number	NOUN
american_scientific_journal-5564	75	7	of	of	ADP
american_scientific_journal-5564	75	8	hidden	hide	VERB
american_scientific_journal-5564	75	9	layer	layer	NOUN
american_scientific_journal-5564	75	10	nodes	node	NOUN
american_scientific_journal-5564	75	11	to	to	ADP
american_scientific_journal-5564	75	12	a	a	DET
american_scientific_journal-5564	75	13	minimum	minimum	NOUN
american_scientific_journal-5564	75	14	reduces	reduce	VERB
american_scientific_journal-5564	75	15	the	the	DET
american_scientific_journal-5564	75	16	number	number	NOUN
american_scientific_journal-5564	75	17	of	of	ADP
american_scientific_journal-5564	75	18	weights	weight	NOUN
american_scientific_journal-5564	75	19	that	that	PRON
american_scientific_journal-5564	75	20	need	need	VERB
american_scientific_journal-5564	75	21	to	to	PART
american_scientific_journal-5564	75	22	be	be	AUX
american_scientific_journal-5564	75	23	adjusted	adjust	VERB
american_scientific_journal-5564	75	24	,	,	PUNCT
american_scientific_journal-5564	75	25	and	and	CCONJ
american_scientific_journal-5564	75	26	hence	hence	ADV
american_scientific_journal-5564	75	27	reduces	reduce	VERB
american_scientific_journal-5564	75	28	the	the	DET
american_scientific_journal-5564	75	29	computational	computational	ADJ
american_scientific_journal-5564	75	30	time	time	NOUN
american_scientific_journal-5564	75	31	needed	need	VERB
american_scientific_journal-5564	75	32	for	for	ADP
american_scientific_journal-5564	75	33	training	training	NOUN
american_scientific_journal-5564	75	34	.	.	PUNCT
american_scientific_journal-5564	76	1	2.3.2	2.3.2	NUM
american_scientific_journal-5564	76	2	radial	radial	ADJ
american_scientific_journal-5564	76	3	basis	basis	NOUN
american_scientific_journal-5564	76	4	function	function	NOUN
american_scientific_journal-5564	76	5	(	(	PUNCT
american_scientific_journal-5564	76	6	rbf	rbf	PROPN
american_scientific_journal-5564	76	7	)	)	PUNCT
american_scientific_journal-5564	76	8	neural	neural	ADJ
american_scientific_journal-5564	76	9	network	network	NOUN
american_scientific_journal-5564	76	10	the	the	DET
american_scientific_journal-5564	76	11	rbf	rbf	PROPN
american_scientific_journal-5564	76	12	network	network	PROPN
american_scientific_journal-5564	76	13	consists	consist	VERB
american_scientific_journal-5564	76	14	of	of	ADP
american_scientific_journal-5564	76	15	an	an	DET
american_scientific_journal-5564	76	16	input	input	NOUN
american_scientific_journal-5564	76	17	layer	layer	NOUN
american_scientific_journal-5564	76	18	,	,	PUNCT
american_scientific_journal-5564	76	19	one	one	NUM
american_scientific_journal-5564	76	20	hidden	hide	VERB
american_scientific_journal-5564	76	21	layer	layer	NOUN
american_scientific_journal-5564	76	22	of	of	ADP
american_scientific_journal-5564	76	23	basis	basis	NOUN
american_scientific_journal-5564	76	24	functions	function	NOUN
american_scientific_journal-5564	76	25	or	or	CCONJ
american_scientific_journal-5564	76	26	neurons	neuron	NOUN
american_scientific_journal-5564	76	27	and	and	CCONJ
american_scientific_journal-5564	76	28	an	an	DET
american_scientific_journal-5564	76	29	output	output	NOUN
american_scientific_journal-5564	76	30	layer	layer	NOUN
american_scientific_journal-5564	76	31	with	with	ADP
american_scientific_journal-5564	76	32	feed	feed	NOUN
american_scientific_journal-5564	76	33	-	-	PUNCT
american_scientific_journal-5564	76	34	forward	forward	NOUN
american_scientific_journal-5564	76	35	architecture	architecture	NOUN
american_scientific_journal-5564	76	36	.	.	PUNCT
american_scientific_journal-5564	77	1	the	the	DET
american_scientific_journal-5564	77	2	input	input	NOUN
american_scientific_journal-5564	77	3	layer	layer	NOUN
american_scientific_journal-5564	77	4	is	be	AUX
american_scientific_journal-5564	77	5	composed	compose	VERB
american_scientific_journal-5564	77	6	of	of	ADP
american_scientific_journal-5564	77	7	n	n	PRON
american_scientific_journal-5564	77	8	input	input	NOUN
american_scientific_journal-5564	77	9	nodes	node	NOUN
american_scientific_journal-5564	77	10	.	.	PUNCT
american_scientific_journal-5564	78	1	the	the	DET
american_scientific_journal-5564	78	2	hidden	hide	VERB
american_scientific_journal-5564	78	3	layer	layer	NOUN
american_scientific_journal-5564	78	4	consists	consist	VERB
american_scientific_journal-5564	78	5	of	of	ADP
american_scientific_journal-5564	78	6	j	j	PROPN
american_scientific_journal-5564	78	7	locally	locally	ADV
american_scientific_journal-5564	78	8	tuned	tune	VERB
american_scientific_journal-5564	78	9	units	unit	NOUN
american_scientific_journal-5564	78	10	and	and	CCONJ
american_scientific_journal-5564	78	11	each	each	DET
american_scientific_journal-5564	78	12	unit	unit	NOUN
american_scientific_journal-5564	78	13	has	have	VERB
american_scientific_journal-5564	78	14	radial	radial	ADJ
american_scientific_journal-5564	78	15	basis	basis	NOUN
american_scientific_journal-5564	78	16	function	function	NOUN
american_scientific_journal-5564	78	17	acting	act	VERB
american_scientific_journal-5564	78	18	like	like	ADP
american_scientific_journal-5564	78	19	a	a	DET
american_scientific_journal-5564	78	20	hidden	hide	VERB
american_scientific_journal-5564	78	21	node	node	NOUN
american_scientific_journal-5564	78	22	.	.	PUNCT
american_scientific_journal-5564	79	1	the	the	DET
american_scientific_journal-5564	79	2	input	input	NOUN
american_scientific_journal-5564	79	3	nodes	node	NOUN
american_scientific_journal-5564	79	4	are	be	AUX
american_scientific_journal-5564	79	5	fully	fully	ADV
american_scientific_journal-5564	79	6	connected	connect	VERB
american_scientific_journal-5564	79	7	to	to	ADP
american_scientific_journal-5564	79	8	the	the	DET
american_scientific_journal-5564	79	9	hidden	hide	VERB
american_scientific_journal-5564	79	10	layer	layer	NOUN
american_scientific_journal-5564	79	11	nodes	node	NOUN
american_scientific_journal-5564	79	12	.	.	PUNCT
american_scientific_journal-5564	80	1	connections	connection	NOUN
american_scientific_journal-5564	80	2	between	between	ADP
american_scientific_journal-5564	80	3	the	the	DET
american_scientific_journal-5564	80	4	input	input	NOUN
american_scientific_journal-5564	80	5	and	and	CCONJ
american_scientific_journal-5564	80	6	hidden	hide	VERB
american_scientific_journal-5564	80	7	layer	layer	NOUN
american_scientific_journal-5564	80	8	have	have	VERB
american_scientific_journal-5564	80	9	unit	unit	NOUN
american_scientific_journal-5564	80	10	weights	weight	NOUN
american_scientific_journal-5564	80	11	and	and	CCONJ
american_scientific_journal-5564	80	12	,	,	PUNCT
american_scientific_journal-5564	80	13	as	as	ADP
american_scientific_journal-5564	80	14	a	a	DET
american_scientific_journal-5564	80	15	result	result	NOUN
american_scientific_journal-5564	80	16	,	,	PUNCT
american_scientific_journal-5564	80	17	do	do	AUX
american_scientific_journal-5564	80	18	not	not	PART
american_scientific_journal-5564	80	19	have	have	VERB
american_scientific_journal-5564	80	20	to	to	PART
american_scientific_journal-5564	80	21	be	be	AUX
american_scientific_journal-5564	80	22	trained	train	VERB
american_scientific_journal-5564	80	23	[	[	PUNCT
american_scientific_journal-5564	80	24	11	11	NUM
american_scientific_journal-5564	80	25	]	]	PUNCT
american_scientific_journal-5564	80	26	.	.	PUNCT
american_scientific_journal-5564	81	1	the	the	DET
american_scientific_journal-5564	81	2	neurons	neuron	NOUN
american_scientific_journal-5564	81	3	in	in	ADP
american_scientific_journal-5564	81	4	the	the	DET
american_scientific_journal-5564	81	5	hidden	hide	VERB
american_scientific_journal-5564	81	6	layer	layer	NOUN
american_scientific_journal-5564	81	7	do	do	AUX
american_scientific_journal-5564	81	8	not	not	PART
american_scientific_journal-5564	81	9	use	use	VERB
american_scientific_journal-5564	81	10	the	the	DET
american_scientific_journal-5564	81	11	weighted	weighted	ADJ
american_scientific_journal-5564	81	12	sum	sum	NOUN
american_scientific_journal-5564	81	13	of	of	ADP
american_scientific_journal-5564	81	14	inputs	input	NOUN
american_scientific_journal-5564	81	15	and	and	CCONJ
american_scientific_journal-5564	81	16	sigmoid	sigmoid	NOUN
american_scientific_journal-5564	81	17	transfer	transfer	NOUN
american_scientific_journal-5564	81	18	function	function	NOUN
american_scientific_journal-5564	81	19	,	,	PUNCT
american_scientific_journal-5564	81	20	which	which	PRON
american_scientific_journal-5564	81	21	are	be	AUX
american_scientific_journal-5564	81	22	typical	typical	ADJ
american_scientific_journal-5564	81	23	in	in	ADP
american_scientific_journal-5564	81	24	bpnn	bpnn	NOUN
american_scientific_journal-5564	81	25	.	.	PUNCT
american_scientific_journal-5564	82	1	instead	instead	ADV
american_scientific_journal-5564	82	2	,	,	PUNCT
american_scientific_journal-5564	82	3	the	the	DET
american_scientific_journal-5564	82	4	outputs	output	NOUN
american_scientific_journal-5564	82	5	of	of	ADP
american_scientific_journal-5564	82	6	the	the	DET
american_scientific_journal-5564	82	7	hidden	hide	VERB
american_scientific_journal-5564	82	8	layer	layer	NOUN
american_scientific_journal-5564	82	9	neurons	neuron	NOUN
american_scientific_journal-5564	82	10	,	,	PUNCT
american_scientific_journal-5564	82	11	each	each	PRON
american_scientific_journal-5564	82	12	of	of	ADP
american_scientific_journal-5564	82	13	which	which	PRON
american_scientific_journal-5564	82	14	represents	represent	VERB
american_scientific_journal-5564	82	15	a	a	DET
american_scientific_journal-5564	82	16	basis	basis	NOUN
american_scientific_journal-5564	82	17	function	function	NOUN
american_scientific_journal-5564	82	18	,	,	PUNCT
american_scientific_journal-5564	82	19	are	be	AUX
american_scientific_journal-5564	82	20	determined	determine	VERB
american_scientific_journal-5564	82	21	by	by	ADP
american_scientific_journal-5564	82	22	the	the	DET
american_scientific_journal-5564	82	23	euclidean	euclidean	ADJ
american_scientific_journal-5564	82	24	distance	distance	NOUN
american_scientific_journal-5564	82	25	between	between	ADP
american_scientific_journal-5564	82	26	the	the	DET
american_scientific_journal-5564	82	27	network	network	NOUN
american_scientific_journal-5564	82	28	input	input	NOUN
american_scientific_journal-5564	82	29	and	and	CCONJ
american_scientific_journal-5564	82	30	the	the	DET
american_scientific_journal-5564	82	31	center	center	NOUN
american_scientific_journal-5564	82	32	of	of	ADP
american_scientific_journal-5564	82	33	the	the	DET
american_scientific_journal-5564	82	34	basis	basis	NOUN
american_scientific_journal-5564	82	35	function	function	NOUN
american_scientific_journal-5564	82	36	.	.	PUNCT
american_scientific_journal-5564	83	1	as	as	SCONJ
american_scientific_journal-5564	83	2	the	the	DET
american_scientific_journal-5564	83	3	input	input	NOUN
american_scientific_journal-5564	83	4	moves	move	VERB
american_scientific_journal-5564	83	5	away	away	ADV
american_scientific_journal-5564	83	6	from	from	ADP
american_scientific_journal-5564	83	7	a	a	DET
american_scientific_journal-5564	83	8	given	give	VERB
american_scientific_journal-5564	83	9	center	center	NOUN
american_scientific_journal-5564	83	10	,	,	PUNCT
american_scientific_journal-5564	83	11	the	the	DET
american_scientific_journal-5564	83	12	neuron	neuron	NOUN
american_scientific_journal-5564	83	13	output	output	NOUN
american_scientific_journal-5564	83	14	drops	drop	VERB
american_scientific_journal-5564	83	15	off	off	ADP
american_scientific_journal-5564	83	16	rapidly	rapidly	ADV
american_scientific_journal-5564	83	17	to	to	ADP
american_scientific_journal-5564	83	18	zero	zero	NUM
american_scientific_journal-5564	83	19	[	[	X
american_scientific_journal-5564	83	20	12	12	NUM
american_scientific_journal-5564	83	21	]	]	PUNCT
american_scientific_journal-5564	83	22	.	.	PUNCT
american_scientific_journal-5564	84	1	figure	figure	NOUN
american_scientific_journal-5564	84	2	2	2	NUM
american_scientific_journal-5564	84	3	shows	show	VERB
american_scientific_journal-5564	84	4	a	a	DET
american_scientific_journal-5564	84	5	schematic	schematic	ADJ
american_scientific_journal-5564	84	6	diagram	diagram	NOUN
american_scientific_journal-5564	84	7	of	of	ADP
american_scientific_journal-5564	84	8	rbf	rbf	PROPN
american_scientific_journal-5564	84	9	network	network	PROPN
american_scientific_journal-5564	84	10	.	.	PUNCT
american_scientific_journal-5564	85	1	figure	figure	NOUN
american_scientific_journal-5564	85	2	2	2	NUM
american_scientific_journal-5564	85	3	:	:	PUNCT
american_scientific_journal-5564	85	4	schematic	schematic	ADJ
american_scientific_journal-5564	85	5	diagram	diagram	NOUN
american_scientific_journal-5564	85	6	of	of	ADP
american_scientific_journal-5564	85	7	a	a	DET
american_scientific_journal-5564	85	8	rbf	rbf	PROPN
american_scientific_journal-5564	85	9	network	network	NOUN
american_scientific_journal-5564	85	10	.	.	PUNCT
american_scientific_journal-5564	86	1	rbf	rbf	PROPN
american_scientific_journal-5564	86	2	networks	network	NOUN
american_scientific_journal-5564	86	3	are	be	AUX
american_scientific_journal-5564	86	4	able	able	ADJ
american_scientific_journal-5564	86	5	to	to	PART
american_scientific_journal-5564	86	6	provide	provide	VERB
american_scientific_journal-5564	86	7	a	a	DET
american_scientific_journal-5564	86	8	local	local	ADJ
american_scientific_journal-5564	86	9	representation	representation	NOUN
american_scientific_journal-5564	86	10	of	of	ADP
american_scientific_journal-5564	86	11	an	an	DET
american_scientific_journal-5564	86	12	n	n	ADV
american_scientific_journal-5564	86	13	-	-	PUNCT
american_scientific_journal-5564	86	14	dimensional	dimensional	ADJ
american_scientific_journal-5564	86	15	space	space	NOUN
american_scientific_journal-5564	86	16	.	.	PUNCT
american_scientific_journal-5564	87	1	this	this	PRON
american_scientific_journal-5564	87	2	is	be	AUX
american_scientific_journal-5564	87	3	made	make	VERB
american_scientific_journal-5564	87	4	by	by	ADP
american_scientific_journal-5564	87	5	restricted	restricted	ADJ
american_scientific_journal-5564	87	6	influence	influence	NOUN
american_scientific_journal-5564	87	7	zone	zone	NOUN
american_scientific_journal-5564	87	8	of	of	ADP
american_scientific_journal-5564	87	9	the	the	DET
american_scientific_journal-5564	87	10	basis	basis	NOUN
american_scientific_journal-5564	87	11	functions	function	NOUN
american_scientific_journal-5564	87	12	.	.	PUNCT
american_scientific_journal-5564	88	1	the	the	DET
american_scientific_journal-5564	88	2	parameters	parameter	NOUN
american_scientific_journal-5564	88	3	of	of	ADP
american_scientific_journal-5564	88	4	this	this	DET
american_scientific_journal-5564	88	5	basis	basis	NOUN
american_scientific_journal-5564	88	6	function	function	NOUN
american_scientific_journal-5564	88	7	are	be	AUX
american_scientific_journal-5564	88	8	given	give	VERB
american_scientific_journal-5564	88	9	by	by	ADP
american_scientific_journal-5564	88	10	a	a	DET
american_scientific_journal-5564	88	11	reference	reference	NOUN
american_scientific_journal-5564	88	12	vector	vector	NOUN
american_scientific_journal-5564	88	13	(	(	PUNCT
american_scientific_journal-5564	88	14	core	core	NOUN
american_scientific_journal-5564	88	15	or	or	CCONJ
american_scientific_journal-5564	88	16	prototype	prototype	NOUN
american_scientific_journal-5564	88	17	)	)	PUNCT
american_scientific_journal-5564	88	18	j	j	PROPN
american_scientific_journal-5564	88	19	and	and	CCONJ
american_scientific_journal-5564	88	20	the	the	DET
american_scientific_journal-5564	88	21	dimension	dimension	NOUN
american_scientific_journal-5564	88	22	of	of	ADP
american_scientific_journal-5564	88	23	the	the	DET
american_scientific_journal-5564	88	24	influence	influence	NOUN
american_scientific_journal-5564	88	25	field	field	NOUN
american_scientific_journal-5564	88	26	j	j	PROPN
american_scientific_journal-5564	88	27	.	.	PUNCT
american_scientific_journal-5564	89	1	the	the	DET
american_scientific_journal-5564	89	2	response	response	NOUN
american_scientific_journal-5564	89	3	of	of	ADP
american_scientific_journal-5564	89	4	the	the	DET
american_scientific_journal-5564	89	5	basis	basis	NOUN
american_scientific_journal-5564	89	6	function	function	NOUN
american_scientific_journal-5564	89	7	depends	depend	VERB
american_scientific_journal-5564	89	8	on	on	ADP
american_scientific_journal-5564	89	9	the	the	DET
american_scientific_journal-5564	89	10	euclidian	euclidian	ADJ
american_scientific_journal-5564	89	11	distance	distance	NOUN
american_scientific_journal-5564	89	12	between	between	ADP
american_scientific_journal-5564	89	13	the	the	DET
american_scientific_journal-5564	89	14	input	input	NOUN
american_scientific_journal-5564	89	15	vector	vector	NOUN
american_scientific_journal-5564	89	16	x	x	NOUN
american_scientific_journal-5564	89	17	,	,	PUNCT
american_scientific_journal-5564	89	18	[	[	PUNCT
american_scientific_journal-5564	89	19	]	]	X
american_scientific_journal-5564	89	20	,	,	PUNCT
american_scientific_journal-5564	89	21	and	and	CCONJ
american_scientific_journal-5564	89	22	the	the	DET
american_scientific_journal-5564	89	23	prototype	prototype	NOUN
american_scientific_journal-5564	89	24	vector	vector	PROPN
american_scientific_journal-5564	89	25	j	j	PROPN
american_scientific_journal-5564	89	26	,	,	PUNCT
american_scientific_journal-5564	89	27	and	and	CCONJ
american_scientific_journal-5564	89	28	depends	depend	VERB
american_scientific_journal-5564	89	29	also	also	ADV
american_scientific_journal-5564	89	30	on	on	ADP
american_scientific_journal-5564	89	31	the	the	DET
american_scientific_journal-5564	89	32	size	size	NOUN
american_scientific_journal-5564	89	33	of	of	ADP
american_scientific_journal-5564	89	34	influence	influence	NOUN
american_scientific_journal-5564	89	35	field	field	NOUN
american_scientific_journal-5564	89	36	:	:	PUNCT
american_scientific_journal-5564	89	37	american	american	PROPN
american_scientific_journal-5564	89	38	scientific	scientific	ADJ
american_scientific_journal-5564	89	39	research	research	PROPN
american_scientific_journal-5564	89	40	journal	journal	NOUN
american_scientific_journal-5564	89	41	for	for	ADP
american_scientific_journal-5564	89	42	engineering	engineering	NOUN
american_scientific_journal-5564	89	43	,	,	PUNCT
american_scientific_journal-5564	89	44	technology	technology	NOUN
american_scientific_journal-5564	89	45	,	,	PUNCT
american_scientific_journal-5564	89	46	and	and	CCONJ
american_scientific_journal-5564	89	47	sciences	science	NOUN
american_scientific_journal-5564	89	48	(	(	PUNCT
american_scientific_journal-5564	89	49	asrjets	asrjet	NOUN
american_scientific_journal-5564	89	50	)	)	PUNCT
american_scientific_journal-5564	89	51	(	(	PUNCT
american_scientific_journal-5564	89	52	2020	2020	NUM
american_scientific_journal-5564	89	53	)	)	PUNCT
american_scientific_journal-5564	89	54	volume	volume	NOUN
american_scientific_journal-5564	89	55	63	63	NUM
american_scientific_journal-5564	89	56	,	,	PUNCT
american_scientific_journal-5564	89	57	no	no	DET
american_scientific_journal-5564	89	58	1	1	NUM
american_scientific_journal-5564	89	59	,	,	PUNCT
american_scientific_journal-5564	89	60	pp	pp	ADV
american_scientific_journal-5564	89	61	180	180	NUM
american_scientific_journal-5564	89	62	-	-	SYM
american_scientific_journal-5564	89	63	192	192	NUM
american_scientific_journal-5564	89	64	185	185	NUM
american_scientific_journal-5564	89	65	(	(	PUNCT
american_scientific_journal-5564	89	66	‖	‖	PROPN
american_scientific_journal-5564	89	67	‖	‖	PROPN
american_scientific_journal-5564	89	68	)	)	PUNCT
american_scientific_journal-5564	89	69	(	(	PUNCT
american_scientific_journal-5564	89	70	2	2	X
american_scientific_journal-5564	89	71	)	)	PUNCT
american_scientific_journal-5564	89	72	the	the	DET
american_scientific_journal-5564	89	73	rbf	rbf	PROPN
american_scientific_journal-5564	89	74	network	network	PROPN
american_scientific_journal-5564	89	75	output	output	NOUN
american_scientific_journal-5564	89	76	is	be	AUX
american_scientific_journal-5564	89	77	formed	form	VERB
american_scientific_journal-5564	89	78	by	by	ADP
american_scientific_journal-5564	89	79	a	a	DET
american_scientific_journal-5564	89	80	weighted	weight	VERB
american_scientific_journal-5564	89	81	sum	sum	NOUN
american_scientific_journal-5564	89	82	of	of	ADP
american_scientific_journal-5564	89	83	the	the	DET
american_scientific_journal-5564	89	84	hidden	hide	VERB
american_scientific_journal-5564	89	85	layer	layer	NOUN
american_scientific_journal-5564	89	86	neuron	neuron	NOUN
american_scientific_journal-5564	89	87	outputs	output	NOUN
american_scientific_journal-5564	89	88	and	and	CCONJ
american_scientific_journal-5564	89	89	the	the	DET
american_scientific_journal-5564	89	90	unity	unity	NOUN
american_scientific_journal-5564	89	91	bias	bias	NOUN
american_scientific_journal-5564	89	92	.	.	PUNCT
american_scientific_journal-5564	90	1	the	the	DET
american_scientific_journal-5564	90	2	output	output	NOUN
american_scientific_journal-5564	90	3	of	of	ADP
american_scientific_journal-5564	90	4	the	the	DET
american_scientific_journal-5564	90	5	network	network	NOUN
american_scientific_journal-5564	90	6	is	be	AUX
american_scientific_journal-5564	90	7	computed	compute	VERB
american_scientific_journal-5564	90	8	by	by	ADP
american_scientific_journal-5564	90	9	the	the	DET
american_scientific_journal-5564	90	10	equation	equation	NOUN
american_scientific_journal-5564	90	11	:	:	PUNCT
american_scientific_journal-5564	90	12	∑	∑	PUNCT
american_scientific_journal-5564	90	13	(	(	PUNCT
american_scientific_journal-5564	90	14	3	3	NUM
american_scientific_journal-5564	90	15	)	)	PUNCT
american_scientific_journal-5564	90	16	where	where	SCONJ
american_scientific_journal-5564	90	17	j	j	PROPN
american_scientific_journal-5564	90	18	w	w	PROPN
american_scientific_journal-5564	90	19	,	,	PUNCT
american_scientific_journal-5564	90	20	connection	connection	NOUN
american_scientific_journal-5564	90	21	weight	weight	NOUN
american_scientific_journal-5564	90	22	between	between	ADP
american_scientific_journal-5564	90	23	j	j	PROPN
american_scientific_journal-5564	90	24	th	th	X
american_scientific_journal-5564	90	25	hidden	hide	VERB
american_scientific_journal-5564	90	26	neuron	neuron	NOUN
american_scientific_journal-5564	90	27	(	(	PUNCT
american_scientific_journal-5564	90	28	of	of	ADP
american_scientific_journal-5564	90	29	n	n	PRON
american_scientific_journal-5564	90	30	number	number	NOUN
american_scientific_journal-5564	90	31	)	)	PUNCT
american_scientific_journal-5564	90	32	and	and	CCONJ
american_scientific_journal-5564	90	33	output	output	NOUN
american_scientific_journal-5564	90	34	neuron	neuron	PROPN
american_scientific_journal-5564	90	35	.	.	PUNCT
american_scientific_journal-5564	91	1	the	the	DET
american_scientific_journal-5564	91	2	‘	'	PUNCT
american_scientific_journal-5564	91	3	newrb	newrb	NOUN
american_scientific_journal-5564	91	4	’	'	PUNCT
american_scientific_journal-5564	91	5	function	function	NOUN
american_scientific_journal-5564	91	6	available	available	ADJ
american_scientific_journal-5564	91	7	in	in	ADP
american_scientific_journal-5564	91	8	the	the	DET
american_scientific_journal-5564	91	9	commercial	commercial	ADJ
american_scientific_journal-5564	91	10	matlab	matlab	PROPN
american_scientific_journal-5564	91	11	toolbox	toolbox	NOUN
american_scientific_journal-5564	91	12	was	be	AUX
american_scientific_journal-5564	91	13	used	use	VERB
american_scientific_journal-5564	91	14	to	to	PART
american_scientific_journal-5564	91	15	create	create	VERB
american_scientific_journal-5564	91	16	a	a	DET
american_scientific_journal-5564	91	17	radial	radial	ADJ
american_scientific_journal-5564	91	18	basis	basis	NOUN
american_scientific_journal-5564	91	19	neural	neural	ADJ
american_scientific_journal-5564	91	20	network	network	NOUN
american_scientific_journal-5564	91	21	.	.	PUNCT
american_scientific_journal-5564	92	1	initially	initially	ADV
american_scientific_journal-5564	92	2	there	there	PRON
american_scientific_journal-5564	92	3	is	be	VERB
american_scientific_journal-5564	92	4	no	no	DET
american_scientific_journal-5564	92	5	radial	radial	ADJ
american_scientific_journal-5564	92	6	basis	basis	NOUN
american_scientific_journal-5564	92	7	neuron	neuron	NOUN
american_scientific_journal-5564	92	8	.	.	PUNCT
american_scientific_journal-5564	93	1	it	it	PRON
american_scientific_journal-5564	93	2	iteratively	iteratively	ADV
american_scientific_journal-5564	93	3	creates	create	VERB
american_scientific_journal-5564	93	4	one	one	NUM
american_scientific_journal-5564	93	5	radial	radial	ADJ
american_scientific_journal-5564	93	6	basis	basis	NOUN
american_scientific_journal-5564	93	7	neuron	neuron	NOUN
american_scientific_journal-5564	93	8	at	at	ADP
american_scientific_journal-5564	93	9	a	a	DET
american_scientific_journal-5564	93	10	time	time	NOUN
american_scientific_journal-5564	93	11	and	and	CCONJ
american_scientific_journal-5564	93	12	adds	add	VERB
american_scientific_journal-5564	93	13	neuron	neuron	NOUN
american_scientific_journal-5564	93	14	to	to	ADP
american_scientific_journal-5564	93	15	the	the	DET
american_scientific_journal-5564	93	16	network	network	NOUN
american_scientific_journal-5564	93	17	until	until	SCONJ
american_scientific_journal-5564	93	18	either	either	CCONJ
american_scientific_journal-5564	93	19	the	the	DET
american_scientific_journal-5564	93	20	sum	sum	NOUN
american_scientific_journal-5564	93	21	squared	square	VERB
american_scientific_journal-5564	93	22	error	error	NOUN
american_scientific_journal-5564	93	23	falls	fall	VERB
american_scientific_journal-5564	93	24	beneath	beneath	ADP
american_scientific_journal-5564	93	25	an	an	DET
american_scientific_journal-5564	93	26	error	error	NOUN
american_scientific_journal-5564	93	27	goal	goal	NOUN
american_scientific_journal-5564	93	28	(	(	PUNCT
american_scientific_journal-5564	93	29	mse	mse	NOUN
american_scientific_journal-5564	93	30	here	here	ADV
american_scientific_journal-5564	93	31	)	)	PUNCT
american_scientific_journal-5564	93	32	or	or	CCONJ
american_scientific_journal-5564	93	33	the	the	DET
american_scientific_journal-5564	93	34	maximum	maximum	ADJ
american_scientific_journal-5564	93	35	number	number	NOUN
american_scientific_journal-5564	93	36	of	of	ADP
american_scientific_journal-5564	93	37	neurons	neuron	NOUN
american_scientific_journal-5564	93	38	is	be	AUX
american_scientific_journal-5564	93	39	reached	reach	VERB
american_scientific_journal-5564	93	40	.	.	PUNCT
american_scientific_journal-5564	94	1	the	the	DET
american_scientific_journal-5564	94	2	maximum	maximum	ADJ
american_scientific_journal-5564	94	3	number	number	NOUN
american_scientific_journal-5564	94	4	of	of	ADP
american_scientific_journal-5564	94	5	neurons	neuron	NOUN
american_scientific_journal-5564	94	6	depends	depend	VERB
american_scientific_journal-5564	94	7	upon	upon	SCONJ
american_scientific_journal-5564	94	8	the	the	DET
american_scientific_journal-5564	94	9	width	width	ADJ
american_scientific_journal-5564	94	10	(	(	PUNCT
american_scientific_journal-5564	94	11	spread	spread	NOUN
american_scientific_journal-5564	94	12	)	)	PUNCT
american_scientific_journal-5564	94	13	of	of	ADP
american_scientific_journal-5564	94	14	radial	radial	ADJ
american_scientific_journal-5564	94	15	basis	basis	NOUN
american_scientific_journal-5564	94	16	function	function	NOUN
american_scientific_journal-5564	94	17	.	.	PUNCT
american_scientific_journal-5564	95	1	if	if	SCONJ
american_scientific_journal-5564	95	2	the	the	DET
american_scientific_journal-5564	95	3	spread	spread	NOUN
american_scientific_journal-5564	95	4	is	be	AUX
american_scientific_journal-5564	95	5	larger	large	ADJ
american_scientific_journal-5564	95	6	,	,	PUNCT
american_scientific_journal-5564	95	7	the	the	DET
american_scientific_journal-5564	95	8	slope	slope	NOUN
american_scientific_journal-5564	95	9	of	of	ADP
american_scientific_journal-5564	95	10	a	a	DET
american_scientific_journal-5564	95	11	radial	radial	ADJ
american_scientific_journal-5564	95	12	basis	basis	NOUN
american_scientific_journal-5564	95	13	function	function	NOUN
american_scientific_journal-5564	95	14	gets	get	VERB
american_scientific_journal-5564	95	15	smoother	smooth	ADJ
american_scientific_journal-5564	95	16	that	that	PRON
american_scientific_journal-5564	95	17	leads	lead	VERB
american_scientific_journal-5564	95	18	to	to	ADP
american_scientific_journal-5564	95	19	a	a	DET
american_scientific_journal-5564	95	20	large	large	ADJ
american_scientific_journal-5564	95	21	area	area	NOUN
american_scientific_journal-5564	95	22	around	around	ADP
american_scientific_journal-5564	95	23	input	input	NOUN
american_scientific_journal-5564	95	24	vector	vector	NOUN
american_scientific_journal-5564	95	25	and	and	CCONJ
american_scientific_journal-5564	95	26	several	several	ADJ
american_scientific_journal-5564	95	27	neurons	neuron	NOUN
american_scientific_journal-5564	95	28	may	may	AUX
american_scientific_journal-5564	95	29	respond	respond	VERB
american_scientific_journal-5564	95	30	to	to	ADP
american_scientific_journal-5564	95	31	an	an	DET
american_scientific_journal-5564	95	32	input	input	NOUN
american_scientific_journal-5564	95	33	vector	vector	NOUN
american_scientific_journal-5564	95	34	.	.	PUNCT
american_scientific_journal-5564	96	1	therefore	therefore	ADV
american_scientific_journal-5564	96	2	,	,	PUNCT
american_scientific_journal-5564	96	3	if	if	SCONJ
american_scientific_journal-5564	96	4	the	the	DET
american_scientific_journal-5564	96	5	spread	spread	NOUN
american_scientific_journal-5564	96	6	is	be	AUX
american_scientific_journal-5564	96	7	small	small	ADJ
american_scientific_journal-5564	96	8	,	,	PUNCT
american_scientific_journal-5564	96	9	the	the	DET
american_scientific_journal-5564	96	10	radial	radial	ADJ
american_scientific_journal-5564	96	11	basis	basis	NOUN
american_scientific_journal-5564	96	12	function	function	NOUN
american_scientific_journal-5564	96	13	is	be	AUX
american_scientific_journal-5564	96	14	very	very	ADV
american_scientific_journal-5564	96	15	steep	steep	ADJ
american_scientific_journal-5564	96	16	so	so	SCONJ
american_scientific_journal-5564	96	17	that	that	SCONJ
american_scientific_journal-5564	96	18	neurons	neuron	NOUN
american_scientific_journal-5564	96	19	with	with	ADP
american_scientific_journal-5564	96	20	the	the	DET
american_scientific_journal-5564	96	21	weight	weight	NOUN
american_scientific_journal-5564	96	22	closest	close	ADJ
american_scientific_journal-5564	96	23	to	to	ADP
american_scientific_journal-5564	96	24	the	the	DET
american_scientific_journal-5564	96	25	input	input	NOUN
american_scientific_journal-5564	96	26	will	will	AUX
american_scientific_journal-5564	96	27	have	have	VERB
american_scientific_journal-5564	96	28	a	a	DET
american_scientific_journal-5564	96	29	larger	large	ADJ
american_scientific_journal-5564	96	30	output	output	NOUN
american_scientific_journal-5564	96	31	than	than	ADP
american_scientific_journal-5564	96	32	other	other	ADJ
american_scientific_journal-5564	96	33	neurons	neuron	NOUN
american_scientific_journal-5564	96	34	.	.	PUNCT
american_scientific_journal-5564	97	1	2.4	2.4	NUM
american_scientific_journal-5564	97	2	anfis	anfis	NOUN
american_scientific_journal-5564	97	3	model	model	NOUN
american_scientific_journal-5564	97	4	an	an	DET
american_scientific_journal-5564	97	5	adaptive	adaptive	ADJ
american_scientific_journal-5564	97	6	-	-	PUNCT
american_scientific_journal-5564	97	7	network	network	NOUN
american_scientific_journal-5564	97	8	-	-	PUNCT
american_scientific_journal-5564	97	9	based	base	VERB
american_scientific_journal-5564	97	10	fuzzy	fuzzy	ADJ
american_scientific_journal-5564	97	11	inference	inference	NOUN
american_scientific_journal-5564	97	12	system	system	NOUN
american_scientific_journal-5564	97	13	(	(	PUNCT
american_scientific_journal-5564	97	14	anfis	anfi	VERB
american_scientific_journal-5564	97	15	)	)	PUNCT
american_scientific_journal-5564	98	1	[	[	X
american_scientific_journal-5564	98	2	6	6	NUM
american_scientific_journal-5564	98	3	]	]	PUNCT
american_scientific_journal-5564	98	4	is	be	AUX
american_scientific_journal-5564	98	5	a	a	DET
american_scientific_journal-5564	98	6	sugeno	sugeno	NOUN
american_scientific_journal-5564	98	7	type	type	NOUN
american_scientific_journal-5564	98	8	fis	fis	PROPN
american_scientific_journal-5564	98	9	in	in	ADP
american_scientific_journal-5564	98	10	which	which	PRON
american_scientific_journal-5564	98	11	the	the	DET
american_scientific_journal-5564	98	12	problem	problem	NOUN
american_scientific_journal-5564	98	13	of	of	ADP
american_scientific_journal-5564	98	14	fine	fine	ADV
american_scientific_journal-5564	98	15	-	-	PUNCT
american_scientific_journal-5564	98	16	tuning	tune	VERB
american_scientific_journal-5564	98	17	membership	membership	NOUN
american_scientific_journal-5564	98	18	functions	function	NOUN
american_scientific_journal-5564	98	19	of	of	ADP
american_scientific_journal-5564	98	20	premise	premise	NOUN
american_scientific_journal-5564	98	21	variables	variable	NOUN
american_scientific_journal-5564	98	22	is	be	AUX
american_scientific_journal-5564	98	23	carried	carry	VERB
american_scientific_journal-5564	98	24	out	out	ADP
american_scientific_journal-5564	98	25	by	by	ADP
american_scientific_journal-5564	98	26	a	a	DET
american_scientific_journal-5564	98	27	feed	feed	NOUN
american_scientific_journal-5564	98	28	-	-	PUNCT
american_scientific_journal-5564	98	29	forward	forward	ADV
american_scientific_journal-5564	98	30	neural	neural	ADJ
american_scientific_journal-5564	98	31	network	network	NOUN
american_scientific_journal-5564	98	32	.	.	PUNCT
american_scientific_journal-5564	99	1	anfis	anfis	PROPN
american_scientific_journal-5564	99	2	combines	combine	VERB
american_scientific_journal-5564	99	3	the	the	DET
american_scientific_journal-5564	99	4	advantages	advantage	NOUN
american_scientific_journal-5564	99	5	of	of	ADP
american_scientific_journal-5564	99	6	both	both	CCONJ
american_scientific_journal-5564	99	7	neural	neural	ADJ
american_scientific_journal-5564	99	8	networks	network	NOUN
american_scientific_journal-5564	99	9	(	(	PUNCT
american_scientific_journal-5564	99	10	e.g.	e.g.	ADV
american_scientific_journal-5564	99	11	learning	learn	VERB
american_scientific_journal-5564	99	12	capabilities	capability	NOUN
american_scientific_journal-5564	99	13	,	,	PUNCT
american_scientific_journal-5564	99	14	optimization	optimization	NOUN
american_scientific_journal-5564	99	15	capabilities	capability	NOUN
american_scientific_journal-5564	99	16	,	,	PUNCT
american_scientific_journal-5564	99	17	and	and	CCONJ
american_scientific_journal-5564	99	18	connectionist	connectionist	NOUN
american_scientific_journal-5564	99	19	structures	structure	NOUN
american_scientific_journal-5564	99	20	)	)	PUNCT
american_scientific_journal-5564	99	21	and	and	CCONJ
american_scientific_journal-5564	99	22	fuzzy	fuzzy	ADJ
american_scientific_journal-5564	99	23	inference	inference	NOUN
american_scientific_journal-5564	99	24	systems	system	NOUN
american_scientific_journal-5564	99	25	(	(	PUNCT
american_scientific_journal-5564	99	26	e.g.	e.g.	ADV
american_scientific_journal-5564	99	27	human	human	ADJ
american_scientific_journal-5564	99	28	like	like	ADJ
american_scientific_journal-5564	99	29	'	'	PUNCT
american_scientific_journal-5564	99	30	if	if	SCONJ
american_scientific_journal-5564	99	31	-	-	PUNCT
american_scientific_journal-5564	99	32	then	then	ADV
american_scientific_journal-5564	99	33	'	'	PUNCT
american_scientific_journal-5564	99	34	rule	rule	NOUN
american_scientific_journal-5564	99	35	thinking	thinking	NOUN
american_scientific_journal-5564	99	36	and	and	CCONJ
american_scientific_journal-5564	99	37	ease	ease	NOUN
american_scientific_journal-5564	99	38	of	of	ADP
american_scientific_journal-5564	99	39	incorporating	incorporate	VERB
american_scientific_journal-5564	99	40	expert	expert	ADJ
american_scientific_journal-5564	99	41	knowledge	knowledge	NOUN
american_scientific_journal-5564	99	42	)	)	PUNCT
american_scientific_journal-5564	99	43	.	.	PUNCT
american_scientific_journal-5564	100	1	the	the	DET
american_scientific_journal-5564	100	2	basic	basic	ADJ
american_scientific_journal-5564	100	3	idea	idea	NOUN
american_scientific_journal-5564	100	4	behind	behind	ADP
american_scientific_journal-5564	100	5	these	these	DET
american_scientific_journal-5564	100	6	neuro	neuro	NOUN
american_scientific_journal-5564	100	7	-	-	PUNCT
american_scientific_journal-5564	100	8	adaptive	adaptive	ADJ
american_scientific_journal-5564	100	9	learning	learning	NOUN
american_scientific_journal-5564	100	10	techniques	technique	NOUN
american_scientific_journal-5564	100	11	is	be	AUX
american_scientific_journal-5564	100	12	very	very	ADV
american_scientific_journal-5564	100	13	simple	simple	ADJ
american_scientific_journal-5564	100	14	.	.	PUNCT
american_scientific_journal-5564	101	1	they	they	PRON
american_scientific_journal-5564	101	2	provide	provide	VERB
american_scientific_journal-5564	101	3	a	a	DET
american_scientific_journal-5564	101	4	methodology	methodology	NOUN
american_scientific_journal-5564	101	5	for	for	ADP
american_scientific_journal-5564	101	6	the	the	DET
american_scientific_journal-5564	101	7	fuzzy	fuzzy	ADJ
american_scientific_journal-5564	101	8	modeling	modeling	NOUN
american_scientific_journal-5564	101	9	procedure	procedure	NOUN
american_scientific_journal-5564	101	10	to	to	PART
american_scientific_journal-5564	101	11	learn	learn	VERB
american_scientific_journal-5564	101	12	information	information	NOUN
american_scientific_journal-5564	101	13	about	about	ADP
american_scientific_journal-5564	101	14	a	a	DET
american_scientific_journal-5564	101	15	data	data	NOUN
american_scientific_journal-5564	101	16	set	set	VERB
american_scientific_journal-5564	101	17	,	,	PUNCT
american_scientific_journal-5564	101	18	in	in	ADP
american_scientific_journal-5564	101	19	order	order	NOUN
american_scientific_journal-5564	101	20	to	to	PART
american_scientific_journal-5564	101	21	compute	compute	VERB
american_scientific_journal-5564	101	22	the	the	DET
american_scientific_journal-5564	101	23	membership	membership	NOUN
american_scientific_journal-5564	101	24	function	function	NOUN
american_scientific_journal-5564	101	25	parameters	parameter	NOUN
american_scientific_journal-5564	101	26	that	that	PRON
american_scientific_journal-5564	101	27	best	well	ADV
american_scientific_journal-5564	101	28	allow	allow	VERB
american_scientific_journal-5564	101	29	the	the	DET
american_scientific_journal-5564	101	30	associated	associated	PROPN
american_scientific_journal-5564	101	31	fis	fis	PROPN
american_scientific_journal-5564	101	32	to	to	PART
american_scientific_journal-5564	101	33	track	track	VERB
american_scientific_journal-5564	101	34	the	the	DET
american_scientific_journal-5564	101	35	given	give	VERB
american_scientific_journal-5564	101	36	input	input	NOUN
american_scientific_journal-5564	101	37	-	-	PUNCT
american_scientific_journal-5564	101	38	output	output	NOUN
american_scientific_journal-5564	101	39	data	datum	NOUN
american_scientific_journal-5564	101	40	.	.	PUNCT
american_scientific_journal-5564	102	1	anfis	anfis	PROPN
american_scientific_journal-5564	102	2	is	be	AUX
american_scientific_journal-5564	102	3	based	base	VERB
american_scientific_journal-5564	102	4	on	on	ADP
american_scientific_journal-5564	102	5	the	the	DET
american_scientific_journal-5564	102	6	premise	premise	NOUN
american_scientific_journal-5564	102	7	of	of	ADP
american_scientific_journal-5564	102	8	mapping	map	VERB
american_scientific_journal-5564	102	9	a	a	DET
american_scientific_journal-5564	102	10	fis	fis	NOUN
american_scientific_journal-5564	102	11	into	into	ADP
american_scientific_journal-5564	102	12	a	a	DET
american_scientific_journal-5564	102	13	neural	neural	ADJ
american_scientific_journal-5564	102	14	network	network	NOUN
american_scientific_journal-5564	102	15	structure	structure	NOUN
american_scientific_journal-5564	102	16	so	so	SCONJ
american_scientific_journal-5564	102	17	that	that	SCONJ
american_scientific_journal-5564	102	18	the	the	DET
american_scientific_journal-5564	102	19	membership	membership	NOUN
american_scientific_journal-5564	102	20	functions	function	NOUN
american_scientific_journal-5564	102	21	and	and	CCONJ
american_scientific_journal-5564	102	22	consequent	consequent	ADJ
american_scientific_journal-5564	102	23	part	part	NOUN
american_scientific_journal-5564	102	24	parameters	parameter	NOUN
american_scientific_journal-5564	102	25	are	be	AUX
american_scientific_journal-5564	102	26	optimized	optimize	VERB
american_scientific_journal-5564	102	27	using	use	VERB
american_scientific_journal-5564	102	28	a	a	DET
american_scientific_journal-5564	102	29	hybrid	hybrid	ADJ
american_scientific_journal-5564	102	30	learning	learning	NOUN
american_scientific_journal-5564	102	31	algorithm	algorithm	NOUN
american_scientific_journal-5564	102	32	.	.	PUNCT
american_scientific_journal-5564	103	1	in	in	ADP
american_scientific_journal-5564	103	2	this	this	DET
american_scientific_journal-5564	103	3	algorithm	algorithm	NOUN
american_scientific_journal-5564	103	4	,	,	PUNCT
american_scientific_journal-5564	103	5	parameters	parameter	NOUN
american_scientific_journal-5564	103	6	of	of	ADP
american_scientific_journal-5564	103	7	the	the	DET
american_scientific_journal-5564	103	8	membership	membership	NOUN
american_scientific_journal-5564	103	9	functions	function	NOUN
american_scientific_journal-5564	103	10	are	be	AUX
american_scientific_journal-5564	103	11	determined	determine	VERB
american_scientific_journal-5564	103	12	by	by	ADP
american_scientific_journal-5564	103	13	a	a	DET
american_scientific_journal-5564	103	14	neural	neural	ADJ
american_scientific_journal-5564	103	15	network	network	NOUN
american_scientific_journal-5564	103	16	back	back	ADJ
american_scientific_journal-5564	103	17	-	-	PUNCT
american_scientific_journal-5564	103	18	propagation	propagation	NOUN
american_scientific_journal-5564	103	19	learning	learn	VERB
american_scientific_journal-5564	103	20	algorithm	algorithm	NOUN
american_scientific_journal-5564	103	21	while	while	SCONJ
american_scientific_journal-5564	103	22	the	the	DET
american_scientific_journal-5564	103	23	consequent	consequent	ADJ
american_scientific_journal-5564	103	24	parameters	parameter	NOUN
american_scientific_journal-5564	103	25	by	by	ADP
american_scientific_journal-5564	103	26	the	the	DET
american_scientific_journal-5564	103	27	least	least	ADJ
american_scientific_journal-5564	103	28	square	square	ADJ
american_scientific_journal-5564	103	29	method	method	NOUN
american_scientific_journal-5564	103	30	.	.	PUNCT
american_scientific_journal-5564	104	1	fig	fig	NOUN
american_scientific_journal-5564	104	2	.	.	PUNCT
american_scientific_journal-5564	105	1	3	3	NUM
american_scientific_journal-5564	105	2	shows	show	VERB
american_scientific_journal-5564	105	3	the	the	DET
american_scientific_journal-5564	105	4	structure	structure	NOUN
american_scientific_journal-5564	105	5	of	of	ADP
american_scientific_journal-5564	105	6	anfis	anfis	PROPN
american_scientific_journal-5564	105	7	including	include	VERB
american_scientific_journal-5564	105	8	two	two	NUM
american_scientific_journal-5564	105	9	inputs	input	NOUN
american_scientific_journal-5564	105	10	x	x	NOUN
american_scientific_journal-5564	105	11	,	,	PUNCT
american_scientific_journal-5564	105	12	y	y	PROPN
american_scientific_journal-5564	105	13	,	,	PUNCT
american_scientific_journal-5564	105	14	and	and	CCONJ
american_scientific_journal-5564	105	15	one	one	NUM
american_scientific_journal-5564	105	16	output	output	NOUN
american_scientific_journal-5564	105	17	and	and	CCONJ
american_scientific_journal-5564	105	18	two	two	NUM
american_scientific_journal-5564	105	19	rules	rule	NOUN
american_scientific_journal-5564	105	20	.	.	PUNCT
american_scientific_journal-5564	106	1	the	the	DET
american_scientific_journal-5564	106	2	first	first	ADJ
american_scientific_journal-5564	106	3	step	step	NOUN
american_scientific_journal-5564	106	4	is	be	AUX
american_scientific_journal-5564	106	5	the	the	DET
american_scientific_journal-5564	106	6	fuzzifying	fuzzifye	VERB
american_scientific_journal-5564	106	7	layer	layer	NOUN
american_scientific_journal-5564	106	8	in	in	ADP
american_scientific_journal-5564	106	9	which	which	PRON
american_scientific_journal-5564	106	10	ai	ai	VERB
american_scientific_journal-5564	106	11	,	,	PUNCT
american_scientific_journal-5564	106	12	and	and	CCONJ
american_scientific_journal-5564	106	13	bi	bi	NOUN
american_scientific_journal-5564	106	14	,	,	PUNCT
american_scientific_journal-5564	106	15	are	be	AUX
american_scientific_journal-5564	106	16	the	the	DET
american_scientific_journal-5564	106	17	linguistic	linguistic	ADJ
american_scientific_journal-5564	106	18	labels	label	NOUN
american_scientific_journal-5564	106	19	.	.	PUNCT
american_scientific_journal-5564	107	1	the	the	DET
american_scientific_journal-5564	107	2	output	output	NOUN
american_scientific_journal-5564	107	3	of	of	ADP
american_scientific_journal-5564	107	4	this	this	DET
american_scientific_journal-5564	107	5	layer	layer	NOUN
american_scientific_journal-5564	107	6	is	be	AUX
american_scientific_journal-5564	107	7	the	the	DET
american_scientific_journal-5564	107	8	membership	membership	NOUN
american_scientific_journal-5564	107	9	functions	function	NOUN
american_scientific_journal-5564	107	10	of	of	ADP
american_scientific_journal-5564	107	11	these	these	DET
american_scientific_journal-5564	107	12	linguistic	linguistic	ADJ
american_scientific_journal-5564	107	13	labels	label	NOUN
american_scientific_journal-5564	107	14	.	.	PUNCT
american_scientific_journal-5564	108	1	in	in	ADP
american_scientific_journal-5564	108	2	other	other	ADJ
american_scientific_journal-5564	108	3	words	word	NOUN
american_scientific_journal-5564	108	4	,	,	PUNCT
american_scientific_journal-5564	108	5	in	in	ADP
american_scientific_journal-5564	108	6	this	this	DET
american_scientific_journal-5564	108	7	step	step	NOUN
american_scientific_journal-5564	108	8	,	,	PUNCT
american_scientific_journal-5564	108	9	the	the	DET
american_scientific_journal-5564	108	10	premise	premise	ADJ
american_scientific_journal-5564	108	11	parameters	parameter	NOUN
american_scientific_journal-5564	108	12	are	be	AUX
american_scientific_journal-5564	108	13	calculated	calculate	VERB
american_scientific_journal-5564	108	14	.	.	PUNCT
american_scientific_journal-5564	109	1	the	the	DET
american_scientific_journal-5564	109	2	second	second	ADJ
american_scientific_journal-5564	109	3	step	step	NOUN
american_scientific_journal-5564	109	4	calculates	calculate	VERB
american_scientific_journal-5564	109	5	the	the	DET
american_scientific_journal-5564	109	6	firing	firing	NOUN
american_scientific_journal-5564	109	7	strength	strength	NOUN
american_scientific_journal-5564	109	8	for	for	ADP
american_scientific_journal-5564	109	9	each	each	DET
american_scientific_journal-5564	109	10	rule	rule	NOUN
american_scientific_journal-5564	109	11	.	.	PUNCT
american_scientific_journal-5564	110	1	the	the	DET
american_scientific_journal-5564	110	2	output	output	NOUN
american_scientific_journal-5564	110	3	of	of	ADP
american_scientific_journal-5564	110	4	this	this	DET
american_scientific_journal-5564	110	5	step	step	NOUN
american_scientific_journal-5564	110	6	is	be	AUX
american_scientific_journal-5564	110	7	the	the	DET
american_scientific_journal-5564	110	8	algebraic	algebraic	ADJ
american_scientific_journal-5564	110	9	product	product	NOUN
american_scientific_journal-5564	110	10	of	of	ADP
american_scientific_journal-5564	110	11	the	the	DET
american_scientific_journal-5564	110	12	input	input	NOUN
american_scientific_journal-5564	110	13	signals	signal	NOUN
american_scientific_journal-5564	110	14	.	.	PUNCT
american_scientific_journal-5564	111	1	the	the	DET
american_scientific_journal-5564	111	2	third	third	ADJ
american_scientific_journal-5564	111	3	step	step	NOUN
american_scientific_journal-5564	111	4	is	be	AUX
american_scientific_journal-5564	111	5	the	the	DET
american_scientific_journal-5564	111	6	normalized	normalize	VERB
american_scientific_journal-5564	111	7	layer	layer	NOUN
american_scientific_journal-5564	111	8	.	.	PUNCT
american_scientific_journal-5564	112	1	every	every	DET
american_scientific_journal-5564	112	2	node	node	NOUN
american_scientific_journal-5564	112	3	in	in	ADP
american_scientific_journal-5564	112	4	this	this	DET
american_scientific_journal-5564	112	5	layer	layer	NOUN
american_scientific_journal-5564	112	6	calculates	calculate	VERB
american_scientific_journal-5564	112	7	the	the	DET
american_scientific_journal-5564	112	8	ratio	ratio	NOUN
american_scientific_journal-5564	112	9	of	of	ADP
american_scientific_journal-5564	112	10	the	the	DET
american_scientific_journal-5564	112	11	ith	ith	PROPN
american_scientific_journal-5564	112	12	rule	rule	NOUN
american_scientific_journal-5564	112	13	's	's	PART
american_scientific_journal-5564	112	14	firing	firing	NOUN
american_scientific_journal-5564	112	15	strength	strength	NOUN
american_scientific_journal-5564	112	16	to	to	ADP
american_scientific_journal-5564	112	17	the	the	DET
american_scientific_journal-5564	112	18	sum	sum	NOUN
american_scientific_journal-5564	112	19	of	of	ADP
american_scientific_journal-5564	112	20	all	all	DET
american_scientific_journal-5564	112	21	rule	rule	NOUN
american_scientific_journal-5564	112	22	’s	’s	PART
american_scientific_journal-5564	112	23	firing	firing	NOUN
american_scientific_journal-5564	112	24	strength	strength	NOUN
american_scientific_journal-5564	112	25	.	.	PUNCT
american_scientific_journal-5564	113	1	the	the	DET
american_scientific_journal-5564	113	2	fifth	fifth	ADJ
american_scientific_journal-5564	113	3	layer	layer	NOUN
american_scientific_journal-5564	113	4	computes	compute	VERB
american_scientific_journal-5564	113	5	the	the	DET
american_scientific_journal-5564	113	6	overall	overall	ADJ
american_scientific_journal-5564	113	7	output	output	NOUN
american_scientific_journal-5564	113	8	as	as	ADP
american_scientific_journal-5564	113	9	the	the	DET
american_scientific_journal-5564	113	10	summation	summation	NOUN
american_scientific_journal-5564	113	11	of	of	ADP
american_scientific_journal-5564	113	12	all	all	DET
american_scientific_journal-5564	113	13	incoming	incoming	ADJ
american_scientific_journal-5564	113	14	signals	signal	NOUN
american_scientific_journal-5564	113	15	,	,	PUNCT
american_scientific_journal-5564	113	16	which	which	PRON
american_scientific_journal-5564	113	17	represents	represent	VERB
american_scientific_journal-5564	113	18	the	the	DET
american_scientific_journal-5564	113	19	results	result	NOUN
american_scientific_journal-5564	113	20	of	of	ADP
american_scientific_journal-5564	113	21	obc	obc	PROPN
american_scientific_journal-5564	113	22	.	.	PUNCT
american_scientific_journal-5564	114	1	american	american	PROPN
american_scientific_journal-5564	114	2	scientific	scientific	PROPN
american_scientific_journal-5564	114	3	research	research	PROPN
american_scientific_journal-5564	114	4	journal	journal	NOUN
american_scientific_journal-5564	114	5	for	for	ADP
american_scientific_journal-5564	114	6	engineering	engineering	NOUN
american_scientific_journal-5564	114	7	,	,	PUNCT
american_scientific_journal-5564	114	8	technology	technology	NOUN
american_scientific_journal-5564	114	9	,	,	PUNCT
american_scientific_journal-5564	114	10	and	and	CCONJ
american_scientific_journal-5564	114	11	sciences	science	NOUN
american_scientific_journal-5564	114	12	(	(	PUNCT
american_scientific_journal-5564	114	13	asrjets	asrjet	NOUN
american_scientific_journal-5564	114	14	)	)	PUNCT
american_scientific_journal-5564	114	15	(	(	PUNCT
american_scientific_journal-5564	114	16	2020	2020	NUM
american_scientific_journal-5564	114	17	)	)	PUNCT
american_scientific_journal-5564	114	18	volume	volume	NOUN
american_scientific_journal-5564	114	19	63	63	NUM
american_scientific_journal-5564	114	20	,	,	PUNCT
american_scientific_journal-5564	114	21	no	no	DET
american_scientific_journal-5564	114	22	1	1	NUM
american_scientific_journal-5564	114	23	,	,	PUNCT
american_scientific_journal-5564	114	24	pp	pp	ADV
american_scientific_journal-5564	114	25	180	180	NUM
american_scientific_journal-5564	114	26	-	-	SYM
american_scientific_journal-5564	114	27	192	192	NUM
american_scientific_journal-5564	114	28	186	186	NUM
american_scientific_journal-5564	114	29	figure	figure	NOUN
american_scientific_journal-5564	114	30	3	3	NUM
american_scientific_journal-5564	114	31	:	:	PUNCT
american_scientific_journal-5564	114	32	anfis	anfis	ADJ
american_scientific_journal-5564	114	33	architecture	architecture	NOUN
american_scientific_journal-5564	114	34	.	.	PUNCT
american_scientific_journal-5564	115	1	3	3	X
american_scientific_journal-5564	115	2	.	.	X
american_scientific_journal-5564	115	3	analysis	analysis	NOUN
american_scientific_journal-5564	115	4	of	of	ADP
american_scientific_journal-5564	115	5	results	result	NOUN
american_scientific_journal-5564	115	6	and	and	CCONJ
american_scientific_journal-5564	115	7	discussion	discussion	NOUN
american_scientific_journal-5564	115	8	to	to	ADP
american_scientific_journal-5564	115	9	statistical	statistical	ADJ
american_scientific_journal-5564	115	10	compression	compression	NOUN
american_scientific_journal-5564	115	11	of	of	ADP
american_scientific_journal-5564	115	12	predicted	predict	VERB
american_scientific_journal-5564	115	13	and	and	CCONJ
american_scientific_journal-5564	115	14	observed	observe	VERB
american_scientific_journal-5564	115	15	of	of	ADP
american_scientific_journal-5564	115	16	the	the	DET
american_scientific_journal-5564	115	17	obc	obc	NOUN
american_scientific_journal-5564	115	18	of	of	ADP
american_scientific_journal-5564	115	19	asphaltic	asphaltic	ADJ
american_scientific_journal-5564	115	20	concrete	concrete	ADJ
american_scientific_journal-5564	115	21	mixtures	mixture	NOUN
american_scientific_journal-5564	115	22	,	,	PUNCT
american_scientific_journal-5564	115	23	the	the	DET
american_scientific_journal-5564	115	24	root	root	NOUN
american_scientific_journal-5564	115	25	mean	mean	VERB
american_scientific_journal-5564	115	26	square	square	ADJ
american_scientific_journal-5564	115	27	error	error	NOUN
american_scientific_journal-5564	115	28	rmse	rmse	NOUN
american_scientific_journal-5564	115	29	,	,	PUNCT
american_scientific_journal-5564	115	30	the	the	DET
american_scientific_journal-5564	115	31	coefficient	coefficient	NOUN
american_scientific_journal-5564	115	32	of	of	ADP
american_scientific_journal-5564	115	33	efficiency	efficiency	NOUN
american_scientific_journal-5564	115	34	ef	ef	PROPN
american_scientific_journal-5564	115	35	,	,	PUNCT
american_scientific_journal-5564	115	36	and	and	CCONJ
american_scientific_journal-5564	115	37	the	the	DET
american_scientific_journal-5564	115	38	correlation	correlation	NOUN
american_scientific_journal-5564	115	39	coefficient	coefficient	NOUN
american_scientific_journal-5564	115	40	r	r	NOUN
american_scientific_journal-5564	115	41	,	,	PUNCT
american_scientific_journal-5564	115	42	were	be	AUX
american_scientific_journal-5564	115	43	computed	compute	VERB
american_scientific_journal-5564	115	44	using	use	VERB
american_scientific_journal-5564	115	45	the	the	DET
american_scientific_journal-5564	115	46	following	follow	VERB
american_scientific_journal-5564	115	47	expressions	expression	NOUN
american_scientific_journal-5564	115	48	:	:	PUNCT
american_scientific_journal-5564	115	49	√	√	NUM
american_scientific_journal-5564	115	50	∑	∑	PROPN
american_scientific_journal-5564	115	51	(	(	PUNCT
american_scientific_journal-5564	115	52	4	4	NUM
american_scientific_journal-5564	115	53	)	)	PUNCT
american_scientific_journal-5564	115	54	∑	∑	PRON
american_scientific_journal-5564	115	55	(	(	PUNCT
american_scientific_journal-5564	115	56	)	)	PUNCT
american_scientific_journal-5564	115	57	(	(	PUNCT
american_scientific_journal-5564	115	58	)	)	PUNCT
american_scientific_journal-5564	115	59	√∑	√∑	PROPN
american_scientific_journal-5564	115	60	(	(	PUNCT
american_scientific_journal-5564	115	61	)	)	PUNCT
american_scientific_journal-5564	115	62	∑	∑	PROPN
american_scientific_journal-5564	115	63	(	(	PUNCT
american_scientific_journal-5564	115	64	)	)	PUNCT
american_scientific_journal-5564	115	65	(	(	PUNCT
american_scientific_journal-5564	115	66	5	5	NUM
american_scientific_journal-5564	115	67	)	)	PUNCT
american_scientific_journal-5564	115	68	*	*	PUNCT
american_scientific_journal-5564	115	69	∑	∑	PUNCT
american_scientific_journal-5564	115	70	∑	∑	PUNCT
american_scientific_journal-5564	115	71	+	+	PUNCT
american_scientific_journal-5564	115	72	*	*	PUNCT
american_scientific_journal-5564	115	73	∑	∑	PUNCT
american_scientific_journal-5564	115	74	+	+	X
american_scientific_journal-5564	115	75	(	(	PUNCT
american_scientific_journal-5564	115	76	6	6	NUM
american_scientific_journal-5564	115	77	)	)	PUNCT
american_scientific_journal-5564	115	78	where	where	SCONJ
american_scientific_journal-5564	115	79	oi	oi	ADV
american_scientific_journal-5564	115	80	is	be	AUX
american_scientific_journal-5564	115	81	the	the	DET
american_scientific_journal-5564	115	82	obc	obc	NOUN
american_scientific_journal-5564	115	83	of	of	ADP
american_scientific_journal-5564	115	84	asphaltic	asphaltic	ADJ
american_scientific_journal-5564	115	85	concrete	concrete	ADJ
american_scientific_journal-5564	115	86	mixtures	mixture	NOUN
american_scientific_journal-5564	115	87	observations	observation	NOUN
american_scientific_journal-5564	115	88	,	,	PUNCT
american_scientific_journal-5564	115	89	pi	pi	PROPN
american_scientific_journal-5564	115	90	is	be	AUX
american_scientific_journal-5564	115	91	the	the	DET
american_scientific_journal-5564	115	92	predicted	predict	VERB
american_scientific_journal-5564	115	93	value	value	NOUN
american_scientific_journal-5564	115	94	,	,	PUNCT
american_scientific_journal-5564	115	95	n	n	X
american_scientific_journal-5564	115	96	is	be	AUX
american_scientific_journal-5564	115	97	the	the	DET
american_scientific_journal-5564	115	98	total	total	ADJ
american_scientific_journal-5564	115	99	number	number	NOUN
american_scientific_journal-5564	115	100	of	of	ADP
american_scientific_journal-5564	115	101	data	datum	NOUN
american_scientific_journal-5564	115	102	points	point	NOUN
american_scientific_journal-5564	115	103	in	in	ADP
american_scientific_journal-5564	115	104	validation	validation	NOUN
american_scientific_journal-5564	115	105	,	,	PUNCT
american_scientific_journal-5564	115	106	is	be	AUX
american_scientific_journal-5564	115	107	the	the	DET
american_scientific_journal-5564	115	108	mean	mean	ADJ
american_scientific_journal-5564	115	109	value	value	NOUN
american_scientific_journal-5564	115	110	of	of	ADP
american_scientific_journal-5564	115	111	observations	observation	NOUN
american_scientific_journal-5564	115	112	,	,	PUNCT
american_scientific_journal-5564	115	113	and	and	CCONJ
american_scientific_journal-5564	115	114	is	be	AUX
american_scientific_journal-5564	115	115	the	the	DET
american_scientific_journal-5564	115	116	mean	mean	ADJ
american_scientific_journal-5564	115	117	value	value	NOUN
american_scientific_journal-5564	115	118	of	of	ADP
american_scientific_journal-5564	115	119	predictions	prediction	NOUN
american_scientific_journal-5564	115	120	.	.	PUNCT
american_scientific_journal-5564	116	1	3.1	3.1	NUM
american_scientific_journal-5564	116	2	nn	nn	PROPN
american_scientific_journal-5564	116	3	models	model	NOUN
american_scientific_journal-5564	116	4	anns	ann	NOUN
american_scientific_journal-5564	116	5	are	be	AUX
american_scientific_journal-5564	116	6	data	datum	NOUN
american_scientific_journal-5564	116	7	intensive	intensive	ADJ
american_scientific_journal-5564	116	8	.	.	PUNCT
american_scientific_journal-5564	117	1	anns	anns	PROPN
american_scientific_journal-5564	117	2	learn	learn	VERB
american_scientific_journal-5564	117	3	the	the	DET
american_scientific_journal-5564	117	4	underlying	underlie	VERB
american_scientific_journal-5564	117	5	physics	physics	NOUN
american_scientific_journal-5564	117	6	of	of	ADP
american_scientific_journal-5564	117	7	the	the	DET
american_scientific_journal-5564	117	8	system	system	NOUN
american_scientific_journal-5564	117	9	of	of	ADP
american_scientific_journal-5564	117	10	interest	interest	NOUN
american_scientific_journal-5564	117	11	from	from	ADP
american_scientific_journal-5564	117	12	the	the	DET
american_scientific_journal-5564	117	13	training	training	NOUN
american_scientific_journal-5564	117	14	samples	sample	NOUN
american_scientific_journal-5564	117	15	,	,	PUNCT
american_scientific_journal-5564	117	16	which	which	PRON
american_scientific_journal-5564	117	17	are	be	AUX
american_scientific_journal-5564	117	18	basically	basically	ADV
american_scientific_journal-5564	117	19	the	the	DET
american_scientific_journal-5564	117	20	cause	cause	NOUN
american_scientific_journal-5564	117	21	-	-	PUNCT
american_scientific_journal-5564	117	22	effects	effect	NOUN
american_scientific_journal-5564	117	23	samples	sample	NOUN
american_scientific_journal-5564	117	24	.	.	PUNCT
american_scientific_journal-5564	118	1	therefore	therefore	ADV
american_scientific_journal-5564	118	2	,	,	PUNCT
american_scientific_journal-5564	118	3	the	the	DET
american_scientific_journal-5564	118	4	number	number	NOUN
american_scientific_journal-5564	118	5	of	of	ADP
american_scientific_journal-5564	118	6	training	training	NOUN
american_scientific_journal-5564	118	7	samples	sample	NOUN
american_scientific_journal-5564	118	8	significantly	significantly	ADV
american_scientific_journal-5564	118	9	influences	influence	VERB
american_scientific_journal-5564	118	10	the	the	DET
american_scientific_journal-5564	118	11	network	network	NOUN
american_scientific_journal-5564	118	12	’s	’s	PART
american_scientific_journal-5564	118	13	predictive	predictive	ADJ
american_scientific_journal-5564	118	14	performance	performance	NOUN
american_scientific_journal-5564	118	15	[	[	X
american_scientific_journal-5564	118	16	13	13	NUM
american_scientific_journal-5564	118	17	]	]	PUNCT
american_scientific_journal-5564	118	18	.	.	PUNCT
american_scientific_journal-5564	119	1	increasing	increase	VERB
american_scientific_journal-5564	119	2	the	the	DET
american_scientific_journal-5564	119	3	number	number	NOUN
american_scientific_journal-5564	119	4	of	of	ADP
american_scientific_journal-5564	119	5	training	training	NOUN
american_scientific_journal-5564	119	6	samples	sample	NOUN
american_scientific_journal-5564	119	7	provides	provide	VERB
american_scientific_journal-5564	119	8	more	more	ADJ
american_scientific_journal-5564	119	9	information	information	NOUN
american_scientific_journal-5564	119	10	about	about	ADP
american_scientific_journal-5564	119	11	the	the	DET
american_scientific_journal-5564	119	12	shape	shape	NOUN
american_scientific_journal-5564	119	13	of	of	ADP
american_scientific_journal-5564	119	14	the	the	DET
american_scientific_journal-5564	119	15	solution	solution	NOUN
american_scientific_journal-5564	119	16	surface(s	surface(s	NOUN
american_scientific_journal-5564	119	17	)	)	PUNCT
american_scientific_journal-5564	119	18	and	and	CCONJ
american_scientific_journal-5564	119	19	thus	thus	ADV
american_scientific_journal-5564	119	20	increases	increase	VERB
american_scientific_journal-5564	119	21	the	the	DET
american_scientific_journal-5564	119	22	potential	potential	ADJ
american_scientific_journal-5564	119	23	level	level	NOUN
american_scientific_journal-5564	119	24	of	of	ADP
american_scientific_journal-5564	119	25	accuracy	accuracy	NOUN
american_scientific_journal-5564	119	26	that	that	PRON
american_scientific_journal-5564	119	27	can	can	AUX
american_scientific_journal-5564	119	28	be	be	AUX
american_scientific_journal-5564	119	29	achieved	achieve	VERB
american_scientific_journal-5564	119	30	by	by	ADP
american_scientific_journal-5564	119	31	the	the	DET
american_scientific_journal-5564	119	32	network	network	NOUN
american_scientific_journal-5564	119	33	.	.	PUNCT
american_scientific_journal-5564	120	1	having	have	VERB
american_scientific_journal-5564	120	2	too	too	ADV
american_scientific_journal-5564	120	3	few	few	ADJ
american_scientific_journal-5564	120	4	data	datum	NOUN
american_scientific_journal-5564	120	5	samples	sample	NOUN
american_scientific_journal-5564	120	6	will	will	AUX
american_scientific_journal-5564	120	7	lead	lead	VERB
american_scientific_journal-5564	120	8	to	to	ADP
american_scientific_journal-5564	120	9	poor	poor	ADJ
american_scientific_journal-5564	120	10	generalization	generalization	NOUN
american_scientific_journal-5564	120	11	by	by	ADP
american_scientific_journal-5564	120	12	the	the	DET
american_scientific_journal-5564	120	13	network	network	NOUN
american_scientific_journal-5564	120	14	.	.	PUNCT
american_scientific_journal-5564	121	1	an	an	DET
american_scientific_journal-5564	121	2	optimal	optimal	ADJ
american_scientific_journal-5564	121	3	data	datum	NOUN
american_scientific_journal-5564	121	4	set	set	VERB
american_scientific_journal-5564	121	5	for	for	ADP
american_scientific_journal-5564	121	6	training	training	NOUN
american_scientific_journal-5564	121	7	would	would	AUX
american_scientific_journal-5564	121	8	be	be	AUX
american_scientific_journal-5564	121	9	the	the	DET
american_scientific_journal-5564	121	10	one	one	NOUN
american_scientific_journal-5564	121	11	that	that	PRON
american_scientific_journal-5564	121	12	fully	fully	ADV
american_scientific_journal-5564	121	13	represents	represent	VERB
american_scientific_journal-5564	121	14	the	the	DET
american_scientific_journal-5564	121	15	modeling	modeling	NOUN
american_scientific_journal-5564	121	16	domain	domain	NOUN
american_scientific_journal-5564	121	17	and	and	CCONJ
american_scientific_journal-5564	121	18	has	have	VERB
american_scientific_journal-5564	121	19	the	the	DET
american_scientific_journal-5564	121	20	minimum	minimum	ADJ
american_scientific_journal-5564	121	21	number	number	NOUN
american_scientific_journal-5564	121	22	of	of	ADP
american_scientific_journal-5564	121	23	repetitive	repetitive	ADJ
american_scientific_journal-5564	121	24	samples	sample	NOUN
american_scientific_journal-5564	121	25	(	(	PUNCT
american_scientific_journal-5564	121	26	i.e.	i.e.	X
american_scientific_journal-5564	121	27	,	,	PUNCT
american_scientific_journal-5564	121	28	identical	identical	ADJ
american_scientific_journal-5564	121	29	inputs	input	NOUN
american_scientific_journal-5564	121	30	with	with	ADP
american_scientific_journal-5564	121	31	different	different	ADJ
american_scientific_journal-5564	121	32	outputs	output	NOUN
american_scientific_journal-5564	121	33	)	)	PUNCT
american_scientific_journal-5564	121	34	in	in	ADP
american_scientific_journal-5564	121	35	training	training	NOUN
american_scientific_journal-5564	121	36	.	.	PUNCT
american_scientific_journal-5564	122	1	since	since	SCONJ
american_scientific_journal-5564	122	2	nearly	nearly	ADV
american_scientific_journal-5564	122	3	70	70	NUM
american_scientific_journal-5564	122	4	%	%	NOUN
american_scientific_journal-5564	122	5	of	of	ADP
american_scientific_journal-5564	122	6	the	the	DET
american_scientific_journal-5564	122	7	whole	whole	ADJ
american_scientific_journal-5564	122	8	data	datum	NOUN
american_scientific_journal-5564	122	9	were	be	AUX
american_scientific_journal-5564	122	10	randomly	randomly	ADV
american_scientific_journal-5564	122	11	chosen	choose	VERB
american_scientific_journal-5564	122	12	for	for	ADP
american_scientific_journal-5564	122	13	model	model	NOUN
american_scientific_journal-5564	122	14	calibration	calibration	NOUN
american_scientific_journal-5564	122	15	(	(	PUNCT
american_scientific_journal-5564	122	16	training	training	NOUN
american_scientific_journal-5564	122	17	)	)	PUNCT
american_scientific_journal-5564	122	18	and	and	CCONJ
american_scientific_journal-5564	122	19	rest	rest	NOUN
american_scientific_journal-5564	122	20	30	30	NUM
american_scientific_journal-5564	122	21	%	%	NOUN
american_scientific_journal-5564	122	22	were	be	AUX
american_scientific_journal-5564	122	23	kept	keep	VERB
american_scientific_journal-5564	122	24	for	for	ADP
american_scientific_journal-5564	122	25	model	model	NOUN
american_scientific_journal-5564	122	26	validation	validation	NOUN
american_scientific_journal-5564	122	27	.	.	PUNCT
american_scientific_journal-5564	123	1	3.1.1	3.1.1	NUM
american_scientific_journal-5564	123	2	bpnn	bpnn	NOUN
american_scientific_journal-5564	123	3	models	model	VERB
american_scientific_journal-5564	123	4	the	the	DET
american_scientific_journal-5564	123	5	determination	determination	NOUN
american_scientific_journal-5564	123	6	of	of	ADP
american_scientific_journal-5564	123	7	the	the	DET
american_scientific_journal-5564	123	8	optimal	optimal	ADJ
american_scientific_journal-5564	123	9	network	network	NOUN
american_scientific_journal-5564	123	10	architecture	architecture	NOUN
american_scientific_journal-5564	123	11	for	for	ADP
american_scientific_journal-5564	123	12	a	a	DET
american_scientific_journal-5564	123	13	given	give	VERB
american_scientific_journal-5564	123	14	task	task	NOUN
american_scientific_journal-5564	123	15	remains	remain	VERB
american_scientific_journal-5564	123	16	an	an	DET
american_scientific_journal-5564	123	17	open	open	ADJ
american_scientific_journal-5564	123	18	research	research	NOUN
american_scientific_journal-5564	123	19	question	question	NOUN
american_scientific_journal-5564	123	20	.	.	PUNCT
american_scientific_journal-5564	124	1	american	american	ADJ
american_scientific_journal-5564	124	2	scientific	scientific	ADJ
american_scientific_journal-5564	124	3	research	research	PROPN
american_scientific_journal-5564	124	4	journal	journal	NOUN
american_scientific_journal-5564	124	5	for	for	ADP
american_scientific_journal-5564	124	6	engineering	engineering	NOUN
american_scientific_journal-5564	124	7	,	,	PUNCT
american_scientific_journal-5564	124	8	technology	technology	NOUN
american_scientific_journal-5564	124	9	,	,	PUNCT
american_scientific_journal-5564	124	10	and	and	CCONJ
american_scientific_journal-5564	124	11	sciences	science	NOUN
american_scientific_journal-5564	124	12	(	(	PUNCT
american_scientific_journal-5564	124	13	asrjets	asrjet	NOUN
american_scientific_journal-5564	124	14	)	)	PUNCT
american_scientific_journal-5564	124	15	(	(	PUNCT
american_scientific_journal-5564	124	16	2020	2020	NUM
american_scientific_journal-5564	124	17	)	)	PUNCT
american_scientific_journal-5564	124	18	volume	volume	NOUN
american_scientific_journal-5564	124	19	63	63	NUM
american_scientific_journal-5564	124	20	,	,	PUNCT
american_scientific_journal-5564	124	21	no	no	DET
american_scientific_journal-5564	124	22	1	1	NUM
american_scientific_journal-5564	124	23	,	,	PUNCT
american_scientific_journal-5564	124	24	pp	pp	ADV
american_scientific_journal-5564	124	25	180	180	NUM
american_scientific_journal-5564	124	26	-	-	SYM
american_scientific_journal-5564	124	27	192	192	NUM
american_scientific_journal-5564	124	28	187	187	NUM
american_scientific_journal-5564	124	29	network	network	NOUN
american_scientific_journal-5564	124	30	size	size	NOUN
american_scientific_journal-5564	124	31	is	be	AUX
american_scientific_journal-5564	124	32	determined	determine	VERB
american_scientific_journal-5564	124	33	by	by	ADP
american_scientific_journal-5564	124	34	input	input	NOUN
american_scientific_journal-5564	124	35	number	number	NOUN
american_scientific_journal-5564	124	36	m	m	PROPN
american_scientific_journal-5564	124	37	,	,	PUNCT
american_scientific_journal-5564	124	38	the	the	DET
american_scientific_journal-5564	124	39	number	number	NOUN
american_scientific_journal-5564	124	40	of	of	ADP
american_scientific_journal-5564	124	41	hidden	hide	VERB
american_scientific_journal-5564	124	42	layers	layer	NOUN
american_scientific_journal-5564	124	43	and	and	CCONJ
american_scientific_journal-5564	124	44	the	the	DET
american_scientific_journal-5564	124	45	number	number	NOUN
american_scientific_journal-5564	124	46	of	of	ADP
american_scientific_journal-5564	124	47	neurons	neuron	NOUN
american_scientific_journal-5564	124	48	in	in	ADP
american_scientific_journal-5564	124	49	the	the	DET
american_scientific_journal-5564	124	50	hidden	hidden	ADJ
american_scientific_journal-5564	124	51	layers	layer	NOUN
american_scientific_journal-5564	124	52	.	.	PUNCT
american_scientific_journal-5564	125	1	if	if	SCONJ
american_scientific_journal-5564	125	2	different	different	ADJ
american_scientific_journal-5564	125	3	network	network	NOUN
american_scientific_journal-5564	125	4	sizes	size	NOUN
american_scientific_journal-5564	125	5	have	have	VERB
american_scientific_journal-5564	125	6	similar	similar	ADJ
american_scientific_journal-5564	125	7	values	value	NOUN
american_scientific_journal-5564	125	8	for	for	ADP
american_scientific_journal-5564	125	9	the	the	DET
american_scientific_journal-5564	125	10	error	error	NOUN
american_scientific_journal-5564	125	11	function	function	NOUN
american_scientific_journal-5564	125	12	,	,	PUNCT
american_scientific_journal-5564	125	13	the	the	DET
american_scientific_journal-5564	125	14	smallest	small	ADJ
american_scientific_journal-5564	125	15	network	network	NOUN
american_scientific_journal-5564	125	16	size	size	NOUN
american_scientific_journal-5564	125	17	is	be	AUX
american_scientific_journal-5564	125	18	optimum	optimum	ADJ
american_scientific_journal-5564	125	19	.	.	PUNCT
american_scientific_journal-5564	126	1	many	many	ADJ
american_scientific_journal-5564	126	2	techniques	technique	NOUN
american_scientific_journal-5564	126	3	are	be	AUX
american_scientific_journal-5564	126	4	proposed	propose	VERB
american_scientific_journal-5564	126	5	to	to	PART
american_scientific_journal-5564	126	6	determine	determine	VERB
american_scientific_journal-5564	126	7	optimum	optimum	ADJ
american_scientific_journal-5564	126	8	neural	neural	ADJ
american_scientific_journal-5564	126	9	networks	network	NOUN
american_scientific_journal-5564	126	10	such	such	ADJ
american_scientific_journal-5564	126	11	as	as	ADP
american_scientific_journal-5564	126	12	the	the	DET
american_scientific_journal-5564	126	13	ad	ad	X
american_scientific_journal-5564	126	14	hoc	hoc	X
american_scientific_journal-5564	126	15	approach	approach	NOUN
american_scientific_journal-5564	126	16	,	,	PUNCT
american_scientific_journal-5564	126	17	the	the	DET
american_scientific_journal-5564	126	18	dynamic	dynamic	ADJ
american_scientific_journal-5564	126	19	approach	approach	NOUN
american_scientific_journal-5564	126	20	,	,	PUNCT
american_scientific_journal-5564	126	21	and	and	CCONJ
american_scientific_journal-5564	126	22	the	the	DET
american_scientific_journal-5564	126	23	distribution	distribution	NOUN
american_scientific_journal-5564	126	24	approach	approach	NOUN
american_scientific_journal-5564	126	25	.	.	PUNCT
american_scientific_journal-5564	127	1	in	in	ADP
american_scientific_journal-5564	127	2	this	this	DET
american_scientific_journal-5564	127	3	study	study	NOUN
american_scientific_journal-5564	127	4	trails	trail	NOUN
american_scientific_journal-5564	127	5	were	be	AUX
american_scientific_journal-5564	127	6	used	use	VERB
american_scientific_journal-5564	127	7	to	to	PART
american_scientific_journal-5564	127	8	characterize	characterize	VERB
american_scientific_journal-5564	127	9	the	the	DET
american_scientific_journal-5564	127	10	deterministic	deterministic	ADJ
american_scientific_journal-5564	127	11	and	and	CCONJ
american_scientific_journal-5564	127	12	random	random	ADJ
american_scientific_journal-5564	127	13	properties	property	NOUN
american_scientific_journal-5564	127	14	of	of	ADP
american_scientific_journal-5564	127	15	the	the	DET
american_scientific_journal-5564	127	16	data	datum	NOUN
american_scientific_journal-5564	127	17	to	to	PART
american_scientific_journal-5564	127	18	determine	determine	VERB
american_scientific_journal-5564	127	19	optimum	optimum	ADJ
american_scientific_journal-5564	127	20	neural	neural	ADJ
american_scientific_journal-5564	127	21	networks	network	NOUN
american_scientific_journal-5564	127	22	.	.	PUNCT
american_scientific_journal-5564	128	1	the	the	DET
american_scientific_journal-5564	128	2	input	input	NOUN
american_scientific_journal-5564	128	3	data	datum	NOUN
american_scientific_journal-5564	128	4	for	for	ADP
american_scientific_journal-5564	128	5	neural	neural	ADJ
american_scientific_journal-5564	128	6	networks	network	NOUN
american_scientific_journal-5564	128	7	model	model	NOUN
american_scientific_journal-5564	128	8	has	have	AUX
american_scientific_journal-5564	128	9	been	be	AUX
american_scientific_journal-5564	128	10	chosen	choose	VERB
american_scientific_journal-5564	128	11	as	as	ADP
american_scientific_journal-5564	128	12	percentage	percentage	NOUN
american_scientific_journal-5564	128	13	of	of	ADP
american_scientific_journal-5564	128	14	course	course	NOUN
american_scientific_journal-5564	128	15	aggregate	aggregate	ADJ
american_scientific_journal-5564	128	16	(	(	PUNCT
american_scientific_journal-5564	128	17	igneous	igneous	ADJ
american_scientific_journal-5564	128	18	rock	rock	NOUN
american_scientific_journal-5564	128	19	)	)	PUNCT
american_scientific_journal-5564	128	20	,	,	PUNCT
american_scientific_journal-5564	128	21	percentage	percentage	NOUN
american_scientific_journal-5564	128	22	of	of	ADP
american_scientific_journal-5564	128	23	fine	fine	ADJ
american_scientific_journal-5564	128	24	aggregate	aggregate	ADJ
american_scientific_journal-5564	128	25	(	(	PUNCT
american_scientific_journal-5564	128	26	natural	natural	ADJ
american_scientific_journal-5564	128	27	sand	sand	NOUN
american_scientific_journal-5564	128	28	)	)	PUNCT
american_scientific_journal-5564	128	29	,	,	PUNCT
american_scientific_journal-5564	128	30	and	and	CCONJ
american_scientific_journal-5564	128	31	percentage	percentage	NOUN
american_scientific_journal-5564	128	32	of	of	ADP
american_scientific_journal-5564	128	33	filler	filler	NOUN
american_scientific_journal-5564	128	34	and	and	CCONJ
american_scientific_journal-5564	128	35	the	the	DET
american_scientific_journal-5564	128	36	output	output	NOUN
american_scientific_journal-5564	128	37	is	be	AUX
american_scientific_journal-5564	128	38	the	the	DET
american_scientific_journal-5564	128	39	percentage	percentage	NOUN
american_scientific_journal-5564	128	40	of	of	ADP
american_scientific_journal-5564	128	41	obc	obc	NOUN
american_scientific_journal-5564	128	42	.	.	PUNCT
american_scientific_journal-5564	129	1	the	the	DET
american_scientific_journal-5564	129	2	data	datum	NOUN
american_scientific_journal-5564	129	3	were	be	AUX
american_scientific_journal-5564	129	4	collected	collect	VERB
american_scientific_journal-5564	129	5	from	from	ADP
american_scientific_journal-5564	129	6	the	the	DET
american_scientific_journal-5564	129	7	city	city	NOUN
american_scientific_journal-5564	129	8	of	of	ADP
american_scientific_journal-5564	129	9	makkah	makkah	PROPN
american_scientific_journal-5564	129	10	in	in	ADP
american_scientific_journal-5564	129	11	saudi	saudi	PROPN
american_scientific_journal-5564	129	12	arabia	arabia	PROPN
american_scientific_journal-5564	129	13	and	and	CCONJ
american_scientific_journal-5564	129	14	the	the	DET
american_scientific_journal-5564	129	15	properties	property	NOUN
american_scientific_journal-5564	129	16	of	of	ADP
american_scientific_journal-5564	129	17	these	these	DET
american_scientific_journal-5564	129	18	materials	material	NOUN
american_scientific_journal-5564	129	19	and	and	CCONJ
american_scientific_journal-5564	129	20	gradations	gradation	NOUN
american_scientific_journal-5564	129	21	,	,	PUNCT
american_scientific_journal-5564	129	22	job	job	NOUN
american_scientific_journal-5564	129	23	mix	mix	NOUN
american_scientific_journal-5564	129	24	formula	formula	NOUN
american_scientific_journal-5564	129	25	,	,	PUNCT
american_scientific_journal-5564	129	26	mixture	mixture	NOUN
american_scientific_journal-5564	129	27	design	design	NOUN
american_scientific_journal-5564	129	28	was	be	AUX
american_scientific_journal-5564	129	29	based	base	VERB
american_scientific_journal-5564	129	30	on	on	ADP
american_scientific_journal-5564	129	31	the	the	DET
american_scientific_journal-5564	129	32	specifications	specification	NOUN
american_scientific_journal-5564	129	33	of	of	ADP
american_scientific_journal-5564	129	34	ministry	ministry	PROPN
american_scientific_journal-5564	129	35	of	of	ADP
american_scientific_journal-5564	129	36	transportation	transportation	NOUN
american_scientific_journal-5564	129	37	in	in	ADP
american_scientific_journal-5564	129	38	saudi	saudi	PROPN
american_scientific_journal-5564	129	39	arabia	arabia	PROPN
american_scientific_journal-5564	129	40	(	(	PUNCT
american_scientific_journal-5564	129	41	mot	mot	NOUN
american_scientific_journal-5564	129	42	)	)	PUNCT
american_scientific_journal-5564	129	43	,	,	PUNCT
american_scientific_journal-5564	129	44	so	so	CCONJ
american_scientific_journal-5564	129	45	other	other	ADJ
american_scientific_journal-5564	129	46	factors	factor	NOUN
american_scientific_journal-5564	129	47	were	be	AUX
american_scientific_journal-5564	129	48	assumed	assume	VERB
american_scientific_journal-5564	129	49	to	to	PART
american_scientific_journal-5564	129	50	be	be	AUX
american_scientific_journal-5564	129	51	constant.to	constant.to	PRON
american_scientific_journal-5564	129	52	finally	finally	ADV
american_scientific_journal-5564	129	53	determine	determine	VERB
american_scientific_journal-5564	129	54	the	the	DET
american_scientific_journal-5564	129	55	optimum	optimum	ADJ
american_scientific_journal-5564	129	56	size	size	NOUN
american_scientific_journal-5564	129	57	of	of	ADP
american_scientific_journal-5564	129	58	neural	neural	ADJ
american_scientific_journal-5564	129	59	networks	network	NOUN
american_scientific_journal-5564	129	60	based	base	VERB
american_scientific_journal-5564	129	61	on	on	ADP
american_scientific_journal-5564	129	62	the	the	DET
american_scientific_journal-5564	129	63	calculated	calculate	VERB
american_scientific_journal-5564	129	64	input	input	NOUN
american_scientific_journal-5564	129	65	numbers	number	NOUN
american_scientific_journal-5564	129	66	,	,	PUNCT
american_scientific_journal-5564	129	67	the	the	DET
american_scientific_journal-5564	129	68	networks	network	NOUN
american_scientific_journal-5564	129	69	with	with	ADP
american_scientific_journal-5564	129	70	one	one	NUM
american_scientific_journal-5564	129	71	hidden	hide	VERB
american_scientific_journal-5564	129	72	layer	layer	NOUN
american_scientific_journal-5564	129	73	were	be	AUX
american_scientific_journal-5564	129	74	used	use	VERB
american_scientific_journal-5564	129	75	for	for	ADP
american_scientific_journal-5564	129	76	training	training	NOUN
american_scientific_journal-5564	129	77	and	and	CCONJ
american_scientific_journal-5564	129	78	test	test	NOUN
american_scientific_journal-5564	129	79	by	by	ADP
american_scientific_journal-5564	129	80	changing	change	VERB
american_scientific_journal-5564	129	81	neuron	neuron	NOUN
american_scientific_journal-5564	129	82	size	size	NOUN
american_scientific_journal-5564	129	83	in	in	ADP
american_scientific_journal-5564	129	84	the	the	DET
american_scientific_journal-5564	129	85	hidden	hide	VERB
american_scientific_journal-5564	129	86	layer	layer	NOUN
american_scientific_journal-5564	129	87	.	.	PUNCT
american_scientific_journal-5564	130	1	model	model	NOUN
american_scientific_journal-5564	130	2	results	result	NOUN
american_scientific_journal-5564	130	3	for	for	ADP
american_scientific_journal-5564	130	4	different	different	ADJ
american_scientific_journal-5564	130	5	bpnn	bpnn	NOUN
american_scientific_journal-5564	130	6	architectures	architecture	NOUN
american_scientific_journal-5564	130	7	are	be	AUX
american_scientific_journal-5564	130	8	presented	present	VERB
american_scientific_journal-5564	130	9	in	in	ADP
american_scientific_journal-5564	130	10	table	table	NOUN
american_scientific_journal-5564	130	11	3	3	NUM
american_scientific_journal-5564	130	12	.	.	PUNCT
american_scientific_journal-5564	130	13	table	table	NOUN
american_scientific_journal-5564	130	14	3	3	NUM
american_scientific_journal-5564	130	15	:	:	PUNCT
american_scientific_journal-5564	130	16	evaluating	evaluate	VERB
american_scientific_journal-5564	130	17	performance	performance	NOUN
american_scientific_journal-5564	130	18	of	of	ADP
american_scientific_journal-5564	130	19	models	model	NOUN
american_scientific_journal-5564	130	20	.	.	PUNCT
american_scientific_journal-5564	131	1	scheme	scheme	NOUN
american_scientific_journal-5564	131	2	topology	topology	NOUN
american_scientific_journal-5564	131	3	training	training	NOUN
american_scientific_journal-5564	131	4	epochs	epoch	NOUN
american_scientific_journal-5564	131	5	ef	ef	PROPN
american_scientific_journal-5564	131	6	(	(	PUNCT
american_scientific_journal-5564	131	7	%	%	NOUN
american_scientific_journal-5564	131	8	)	)	PUNCT
american_scientific_journal-5564	131	9	rmse	rmse	NOUN
american_scientific_journal-5564	131	10	r	r	NOUN
american_scientific_journal-5564	131	11	ff	ff	PROPN
american_scientific_journal-5564	131	12	-	-	PUNCT
american_scientific_journal-5564	131	13	bp	bp	PROPN
american_scientific_journal-5564	131	14	3	3	NUM
american_scientific_journal-5564	131	15	-	-	SYM
american_scientific_journal-5564	131	16	2	2	NUM
american_scientific_journal-5564	131	17	-	-	SYM
american_scientific_journal-5564	131	18	1	1	NUM
american_scientific_journal-5564	131	19	540	540	NUM
american_scientific_journal-5564	131	20	84.854	84.854	NUM
american_scientific_journal-5564	131	21	0.227	0.227	NUM
american_scientific_journal-5564	131	22	0.941	0.941	NUM
american_scientific_journal-5564	131	23	3	3	NUM
american_scientific_journal-5564	131	24	-	-	SYM
american_scientific_journal-5564	131	25	3	3	NUM
american_scientific_journal-5564	131	26	-	-	SYM
american_scientific_journal-5564	131	27	1	1	NUM
american_scientific_journal-5564	131	28	1920	1920	NUM
american_scientific_journal-5564	131	29	91.523	91.523	NUM
american_scientific_journal-5564	131	30	0.163	0.163	NUM
american_scientific_journal-5564	131	31	0.960	0.960	NUM
american_scientific_journal-5564	131	32	3	3	NUM
american_scientific_journal-5564	131	33	-	-	SYM
american_scientific_journal-5564	131	34	4	4	NUM
american_scientific_journal-5564	131	35	-	-	SYM
american_scientific_journal-5564	131	36	1	1	NUM
american_scientific_journal-5564	131	37	3680	3680	NUM
american_scientific_journal-5564	131	38	93.046	93.046	NUM
american_scientific_journal-5564	131	39	0.147	0.147	NUM
american_scientific_journal-5564	131	40	0.964	0.964	NUM
american_scientific_journal-5564	131	41	3	3	NUM
american_scientific_journal-5564	131	42	-	-	SYM
american_scientific_journal-5564	131	43	5	5	NUM
american_scientific_journal-5564	131	44	-	-	SYM
american_scientific_journal-5564	131	45	1	1	NUM
american_scientific_journal-5564	131	46	3910	3910	NUM
american_scientific_journal-5564	131	47	93.241	93.241	NUM
american_scientific_journal-5564	131	48	0.144	0.144	NUM
american_scientific_journal-5564	131	49	0.965	0.965	NUM
american_scientific_journal-5564	131	50	3	3	NUM
american_scientific_journal-5564	131	51	-	-	SYM
american_scientific_journal-5564	131	52	6	6	NUM
american_scientific_journal-5564	131	53	-	-	SYM
american_scientific_journal-5564	131	54	1	1	NUM
american_scientific_journal-5564	131	55	640	640	NUM
american_scientific_journal-5564	131	56	87.169	87.169	NUM
american_scientific_journal-5564	131	57	0.216	0.216	NUM
american_scientific_journal-5564	131	58	0.943	0.943	NUM
american_scientific_journal-5564	131	59	3	3	NUM
american_scientific_journal-5564	131	60	-	-	SYM
american_scientific_journal-5564	131	61	7	7	NUM
american_scientific_journal-5564	131	62	-	-	SYM
american_scientific_journal-5564	131	63	1	1	NUM
american_scientific_journal-5564	131	64	1960	1960	NUM
american_scientific_journal-5564	131	65	92.048	92.048	NUM
american_scientific_journal-5564	131	66	0.158	0.158	NUM
american_scientific_journal-5564	131	67	0.961	0.961	NUM
american_scientific_journal-5564	131	68	3	3	NUM
american_scientific_journal-5564	131	69	-	-	SYM
american_scientific_journal-5564	131	70	8	8	NUM
american_scientific_journal-5564	131	71	-	-	SYM
american_scientific_journal-5564	131	72	1	1	NUM
american_scientific_journal-5564	131	73	5750	5750	NUM
american_scientific_journal-5564	131	74	94.363	94.363	NUM
american_scientific_journal-5564	131	75	0.082	0.082	NUM
american_scientific_journal-5564	131	76	0.979	0.979	NUM
american_scientific_journal-5564	131	77	3	3	NUM
american_scientific_journal-5564	131	78	-	-	SYM
american_scientific_journal-5564	131	79	9	9	NUM
american_scientific_journal-5564	131	80	-	-	SYM
american_scientific_journal-5564	131	81	1	1	NUM
american_scientific_journal-5564	131	82	2590	2590	NUM
american_scientific_journal-5564	131	83	90.957	90.957	NUM
american_scientific_journal-5564	131	84	0.169	0.169	NUM
american_scientific_journal-5564	131	85	0.956	0.956	NUM
american_scientific_journal-5564	131	86	3	3	NUM
american_scientific_journal-5564	131	87	-	-	SYM
american_scientific_journal-5564	131	88	10	10	NUM
american_scientific_journal-5564	131	89	-	-	SYM
american_scientific_journal-5564	131	90	1	1	NUM
american_scientific_journal-5564	131	91	3900	3900	NUM
american_scientific_journal-5564	131	92	92.747	92.747	NUM
american_scientific_journal-5564	131	93	0.150	0.150	NUM
american_scientific_journal-5564	131	94	0.965	0.965	NUM
american_scientific_journal-5564	131	95	3	3	NUM
american_scientific_journal-5564	131	96	-	-	SYM
american_scientific_journal-5564	131	97	8	8	NUM
american_scientific_journal-5564	131	98	-	-	PUNCT
american_scientific_journal-5564	131	99	1	1	NUM
american_scientific_journal-5564	131	100	-	-	SYM
american_scientific_journal-5564	131	101	1	1	NUM
american_scientific_journal-5564	131	102	1680	1680	NUM
american_scientific_journal-5564	131	103	89.938	89.938	NUM
american_scientific_journal-5564	131	104	0.180	0.180	NUM
american_scientific_journal-5564	131	105	0.966	0.966	NUM
american_scientific_journal-5564	131	106	3	3	NUM
american_scientific_journal-5564	131	107	-	-	SYM
american_scientific_journal-5564	131	108	8	8	NUM
american_scientific_journal-5564	131	109	-	-	PUNCT
american_scientific_journal-5564	131	110	2	2	NUM
american_scientific_journal-5564	131	111	-	-	SYM
american_scientific_journal-5564	131	112	1	1	NUM
american_scientific_journal-5564	131	113	1420	1420	NUM
american_scientific_journal-5564	131	114	92.428	92.428	NUM
american_scientific_journal-5564	131	115	0.153	0.153	NUM
american_scientific_journal-5564	131	116	0.960	0.960	NUM
american_scientific_journal-5564	131	117	3	3	NUM
american_scientific_journal-5564	131	118	-	-	SYM
american_scientific_journal-5564	131	119	8	8	NUM
american_scientific_journal-5564	131	120	-	-	PUNCT
american_scientific_journal-5564	131	121	3	3	NUM
american_scientific_journal-5564	131	122	-	-	SYM
american_scientific_journal-5564	131	123	1	1	NUM
american_scientific_journal-5564	131	124	2820	2820	NUM
american_scientific_journal-5564	131	125	92.830	92.830	NUM
american_scientific_journal-5564	131	126	0.118	0.118	NUM
american_scientific_journal-5564	131	127	0.963	0.963	NUM
american_scientific_journal-5564	131	128	3	3	NUM
american_scientific_journal-5564	131	129	-	-	SYM
american_scientific_journal-5564	131	130	8	8	NUM
american_scientific_journal-5564	131	131	-	-	PUNCT
american_scientific_journal-5564	131	132	4	4	NUM
american_scientific_journal-5564	131	133	-	-	SYM
american_scientific_journal-5564	131	134	1	1	NUM
american_scientific_journal-5564	131	135	15200	15200	NUM
american_scientific_journal-5564	131	136	96.370	96.370	NUM
american_scientific_journal-5564	131	137	0.052	0.052	NUM
american_scientific_journal-5564	131	138	0.989	0.989	NUM
american_scientific_journal-5564	131	139	3	3	NUM
american_scientific_journal-5564	131	140	-	-	SYM
american_scientific_journal-5564	131	141	8	8	NUM
american_scientific_journal-5564	131	142	-	-	PUNCT
american_scientific_journal-5564	131	143	5	5	NUM
american_scientific_journal-5564	131	144	-	-	SYM
american_scientific_journal-5564	131	145	1	1	NUM
american_scientific_journal-5564	131	146	3590	3590	NUM
american_scientific_journal-5564	131	147	93.324	93.324	NUM
american_scientific_journal-5564	131	148	0.144	0.144	NUM
american_scientific_journal-5564	131	149	0.964	0.964	NUM
american_scientific_journal-5564	131	150	3	3	NUM
american_scientific_journal-5564	131	151	-	-	SYM
american_scientific_journal-5564	131	152	8	8	NUM
american_scientific_journal-5564	131	153	-	-	PUNCT
american_scientific_journal-5564	131	154	6	6	NUM
american_scientific_journal-5564	131	155	-	-	SYM
american_scientific_journal-5564	131	156	1	1	NUM
american_scientific_journal-5564	131	157	7760	7760	NUM
american_scientific_journal-5564	131	158	95.217	95.217	NUM
american_scientific_journal-5564	131	159	0.109	0.109	NUM
american_scientific_journal-5564	131	160	0.970	0.970	NUM
american_scientific_journal-5564	131	161	3	3	NUM
american_scientific_journal-5564	131	162	-	-	SYM
american_scientific_journal-5564	131	163	8	8	NUM
american_scientific_journal-5564	131	164	-	-	PUNCT
american_scientific_journal-5564	131	165	7	7	NUM
american_scientific_journal-5564	131	166	-	-	SYM
american_scientific_journal-5564	131	167	1	1	NUM
american_scientific_journal-5564	131	168	1490	1490	NUM
american_scientific_journal-5564	131	169	93.581	93.581	NUM
american_scientific_journal-5564	132	1	0.141	0.141	NUM
american_scientific_journal-5564	132	2	0.966	0.966	NUM
american_scientific_journal-5564	132	3	rbf	rbf	PROPN
american_scientific_journal-5564	132	4	rbf	rbf	PROPN
american_scientific_journal-5564	132	5	(	(	PUNCT
american_scientific_journal-5564	132	6	0.35	0.35	NUM
american_scientific_journal-5564	132	7	)	)	PUNCT
american_scientific_journal-5564	132	8	110	110	NUM
american_scientific_journal-5564	132	9	87.869	87.869	NUM
american_scientific_journal-5564	132	10	0.155	0.155	NUM
american_scientific_journal-5564	132	11	0.962	0.962	NUM
american_scientific_journal-5564	132	12	the	the	DET
american_scientific_journal-5564	132	13	bold	bold	ADJ
american_scientific_journal-5564	132	14	lettered	letter	VERB
american_scientific_journal-5564	132	15	rows	row	NOUN
american_scientific_journal-5564	132	16	show	show	VERB
american_scientific_journal-5564	132	17	superior	superior	ADJ
american_scientific_journal-5564	132	18	results	result	NOUN
american_scientific_journal-5564	132	19	among	among	ADP
american_scientific_journal-5564	132	20	other	other	ADJ
american_scientific_journal-5564	132	21	ann	ann	PROPN
american_scientific_journal-5564	132	22	structure	structure	NOUN
american_scientific_journal-5564	132	23	of	of	ADP
american_scientific_journal-5564	132	24	same	same	ADJ
american_scientific_journal-5564	132	25	category	category	NOUN
american_scientific_journal-5564	132	26	.	.	PUNCT
american_scientific_journal-5564	133	1	the	the	DET
american_scientific_journal-5564	133	2	38	38	NUM
american_scientific_journal-5564	133	3	-	-	SYM
american_scientific_journal-5564	133	4	1	1	NUM
american_scientific_journal-5564	133	5	refers	refer	VERB
american_scientific_journal-5564	133	6	to	to	ADP
american_scientific_journal-5564	133	7	three	three	NUM
american_scientific_journal-5564	133	8	neurons	neuron	NOUN
american_scientific_journal-5564	133	9	in	in	ADP
american_scientific_journal-5564	133	10	input	input	NOUN
american_scientific_journal-5564	133	11	layer	layer	NOUN
american_scientific_journal-5564	133	12	,	,	PUNCT
american_scientific_journal-5564	133	13	six	six	NUM
american_scientific_journal-5564	133	14	neurons	neuron	NOUN
american_scientific_journal-5564	133	15	in	in	ADP
american_scientific_journal-5564	133	16	hidden	hide	VERB
american_scientific_journal-5564	133	17	layer	layer	NOUN
american_scientific_journal-5564	133	18	,	,	PUNCT
american_scientific_journal-5564	133	19	and	and	CCONJ
american_scientific_journal-5564	133	20	one	one	NUM
american_scientific_journal-5564	133	21	neuron	neuron	NOUN
american_scientific_journal-5564	133	22	in	in	ADP
american_scientific_journal-5564	133	23	output	output	NOUN
american_scientific_journal-5564	133	24	layer	layer	NOUN
american_scientific_journal-5564	133	25	.	.	PUNCT
american_scientific_journal-5564	134	1	the	the	DET
american_scientific_journal-5564	134	2	3	3	NUM
american_scientific_journal-5564	134	3	-	-	SYM
american_scientific_journal-5564	134	4	8	8	NUM
american_scientific_journal-5564	134	5	-	-	PUNCT
american_scientific_journal-5564	134	6	4	4	NUM
american_scientific_journal-5564	134	7	-	-	SYM
american_scientific_journal-5564	134	8	1	1	NUM
american_scientific_journal-5564	134	9	refers	refer	VERB
american_scientific_journal-5564	134	10	to	to	ADP
american_scientific_journal-5564	134	11	three	three	NUM
american_scientific_journal-5564	134	12	neurons	neuron	NOUN
american_scientific_journal-5564	134	13	in	in	ADP
american_scientific_journal-5564	134	14	input	input	NOUN
american_scientific_journal-5564	134	15	layer	layer	NOUN
american_scientific_journal-5564	134	16	,	,	PUNCT
american_scientific_journal-5564	134	17	six	six	NUM
american_scientific_journal-5564	134	18	neurons	neuron	NOUN
american_scientific_journal-5564	134	19	in	in	ADP
american_scientific_journal-5564	134	20	first	first	ADJ
american_scientific_journal-5564	134	21	hidden	hide	VERB
american_scientific_journal-5564	134	22	layer	layer	NOUN
american_scientific_journal-5564	134	23	,	,	PUNCT
american_scientific_journal-5564	134	24	five	five	NUM
american_scientific_journal-5564	134	25	neurons	neuron	NOUN
american_scientific_journal-5564	134	26	in	in	ADP
american_scientific_journal-5564	134	27	second	second	ADJ
american_scientific_journal-5564	134	28	hidden	hide	VERB
american_scientific_journal-5564	134	29	layer	layer	NOUN
american_scientific_journal-5564	134	30	,	,	PUNCT
american_scientific_journal-5564	134	31	and	and	CCONJ
american_scientific_journal-5564	134	32	one	one	NUM
american_scientific_journal-5564	134	33	neuron	neuron	NOUN
american_scientific_journal-5564	134	34	in	in	ADP
american_scientific_journal-5564	134	35	output	output	NOUN
american_scientific_journal-5564	134	36	layer	layer	NOUN
american_scientific_journal-5564	134	37	.	.	PUNCT
american_scientific_journal-5564	135	1	rbf	rbf	PROPN
american_scientific_journal-5564	135	2	(	(	PUNCT
american_scientific_journal-5564	135	3	0.35	0.35	NUM
american_scientific_journal-5564	135	4	)	)	PUNCT
american_scientific_journal-5564	135	5	refer	refer	VERB
american_scientific_journal-5564	135	6	to	to	ADP
american_scientific_journal-5564	135	7	rbf	rbf	PROPN
american_scientific_journal-5564	135	8	network	network	NOUN
american_scientific_journal-5564	135	9	with	with	ADP
american_scientific_journal-5564	135	10	spread	spread	NOUN
american_scientific_journal-5564	135	11	0.35	0.35	NUM
american_scientific_journal-5564	135	12	.	.	PUNCT
american_scientific_journal-5564	136	1	the	the	DET
american_scientific_journal-5564	136	2	optimum	optimum	ADJ
american_scientific_journal-5564	136	3	bitumen	bituman	NOUN
american_scientific_journal-5564	136	4	content	content	NOUN
american_scientific_journal-5564	136	5	prediction	prediction	NOUN
american_scientific_journal-5564	136	6	efficiencies	efficiency	NOUN
american_scientific_journal-5564	136	7	of	of	ADP
american_scientific_journal-5564	136	8	almost	almost	ADV
american_scientific_journal-5564	136	9	all	all	PRON
american_scientific_journal-5564	136	10	cases	case	NOUN
american_scientific_journal-5564	136	11	of	of	ADP
american_scientific_journal-5564	136	12	a	a	DET
american_scientific_journal-5564	136	13	three	three	NUM
american_scientific_journal-5564	136	14	-	-	PUNCT
american_scientific_journal-5564	136	15	layer	layer	NOUN
american_scientific_journal-5564	136	16	bpnn	bpnn	NOUN
american_scientific_journal-5564	136	17	having	have	VERB
american_scientific_journal-5564	136	18	different	different	ADJ
american_scientific_journal-5564	136	19	neurons	neuron	NOUN
american_scientific_journal-5564	136	20	in	in	ADP
american_scientific_journal-5564	136	21	the	the	DET
american_scientific_journal-5564	136	22	hidden	hide	VERB
american_scientific_journal-5564	136	23	layer	layer	NOUN
american_scientific_journal-5564	136	24	were	be	AUX
american_scientific_journal-5564	136	25	found	find	VERB
american_scientific_journal-5564	136	26	more	more	ADJ
american_scientific_journal-5564	136	27	than	than	ADP
american_scientific_journal-5564	136	28	85	85	NUM
american_scientific_journal-5564	136	29	%	%	NOUN
american_scientific_journal-5564	136	30	.	.	PUNCT
american_scientific_journal-5564	137	1	in	in	ADP
american_scientific_journal-5564	137	2	order	order	NOUN
american_scientific_journal-5564	137	3	to	to	PART
american_scientific_journal-5564	137	4	explore	explore	VERB
american_scientific_journal-5564	137	5	a	a	DET
american_scientific_journal-5564	137	6	bpnn	bpnn	NOUN
american_scientific_journal-5564	137	7	having	have	VERB
american_scientific_journal-5564	137	8	optimum	optimum	ADJ
american_scientific_journal-5564	137	9	american	american	ADJ
american_scientific_journal-5564	137	10	scientific	scientific	ADJ
american_scientific_journal-5564	137	11	research	research	NOUN
american_scientific_journal-5564	137	12	journal	journal	NOUN
american_scientific_journal-5564	137	13	for	for	ADP
american_scientific_journal-5564	137	14	engineering	engineering	NOUN
american_scientific_journal-5564	137	15	,	,	PUNCT
american_scientific_journal-5564	137	16	technology	technology	NOUN
american_scientific_journal-5564	137	17	,	,	PUNCT
american_scientific_journal-5564	137	18	and	and	CCONJ
american_scientific_journal-5564	137	19	sciences	science	NOUN
american_scientific_journal-5564	137	20	(	(	PUNCT
american_scientific_journal-5564	137	21	asrjets	asrjet	NOUN
american_scientific_journal-5564	137	22	)	)	PUNCT
american_scientific_journal-5564	137	23	(	(	PUNCT
american_scientific_journal-5564	137	24	2020	2020	NUM
american_scientific_journal-5564	137	25	)	)	PUNCT
american_scientific_journal-5564	137	26	volume	volume	NOUN
american_scientific_journal-5564	137	27	63	63	NUM
american_scientific_journal-5564	137	28	,	,	PUNCT
american_scientific_journal-5564	137	29	no	no	DET
american_scientific_journal-5564	137	30	1	1	NUM
american_scientific_journal-5564	137	31	,	,	PUNCT
american_scientific_journal-5564	137	32	pp	pp	ADV
american_scientific_journal-5564	137	33	180	180	NUM
american_scientific_journal-5564	137	34	-	-	SYM
american_scientific_journal-5564	137	35	192	192	NUM
american_scientific_journal-5564	137	36	188	188	NUM
american_scientific_journal-5564	137	37	generalization	generalization	NOUN
american_scientific_journal-5564	137	38	ability	ability	NOUN
american_scientific_journal-5564	137	39	,	,	PUNCT
american_scientific_journal-5564	137	40	the	the	DET
american_scientific_journal-5564	137	41	bpnn	bpnn	NOUN
american_scientific_journal-5564	137	42	model	model	NOUN
american_scientific_journal-5564	137	43	with	with	ADP
american_scientific_journal-5564	137	44	different	different	ADJ
american_scientific_journal-5564	137	45	architecture	architecture	NOUN
american_scientific_journal-5564	137	46	(	(	PUNCT
american_scientific_journal-5564	137	47	two	two	NUM
american_scientific_journal-5564	137	48	hidden	hide	VERB
american_scientific_journal-5564	137	49	layer	layer	NOUN
american_scientific_journal-5564	137	50	)	)	PUNCT
american_scientific_journal-5564	137	51	was	be	AUX
american_scientific_journal-5564	137	52	used	use	VERB
american_scientific_journal-5564	137	53	.	.	PUNCT
american_scientific_journal-5564	138	1	overall	overall	ADV
american_scientific_journal-5564	138	2	,	,	PUNCT
american_scientific_journal-5564	138	3	it	it	PRON
american_scientific_journal-5564	138	4	could	could	AUX
american_scientific_journal-5564	138	5	easily	easily	ADV
american_scientific_journal-5564	138	6	be	be	AUX
american_scientific_journal-5564	138	7	observed	observe	VERB
american_scientific_journal-5564	138	8	from	from	ADP
american_scientific_journal-5564	138	9	table	table	NOUN
american_scientific_journal-5564	138	10	3	3	NUM
american_scientific_journal-5564	138	11	that	that	PRON
american_scientific_journal-5564	138	12	bpnn	bpnn	ADV
american_scientific_journal-5564	138	13	having	have	VERB
american_scientific_journal-5564	138	14	architecture	architecture	NOUN
american_scientific_journal-5564	138	15	3	3	NUM
american_scientific_journal-5564	138	16	-	-	SYM
american_scientific_journal-5564	138	17	8	8	NUM
american_scientific_journal-5564	138	18	-	-	SYM
american_scientific_journal-5564	138	19	1	1	NUM
american_scientific_journal-5564	138	20	(	(	PUNCT
american_scientific_journal-5564	138	21	three	three	NUM
american_scientific_journal-5564	138	22	neurons	neuron	NOUN
american_scientific_journal-5564	138	23	in	in	ADP
american_scientific_journal-5564	138	24	input	input	NOUN
american_scientific_journal-5564	138	25	and	and	CCONJ
american_scientific_journal-5564	138	26	eight	eight	NUM
american_scientific_journal-5564	138	27	neurons	neuron	NOUN
american_scientific_journal-5564	138	28	in	in	ADP
american_scientific_journal-5564	138	29	first	first	ADJ
american_scientific_journal-5564	138	30	hidden	hide	VERB
american_scientific_journal-5564	138	31	layers	layer	NOUN
american_scientific_journal-5564	138	32	,	,	PUNCT
american_scientific_journal-5564	138	33	and	and	CCONJ
american_scientific_journal-5564	138	34	one	one	NUM
american_scientific_journal-5564	138	35	neuron	neuron	NOUN
american_scientific_journal-5564	138	36	in	in	ADP
american_scientific_journal-5564	138	37	output	output	NOUN
american_scientific_journal-5564	138	38	layer	layer	NOUN
american_scientific_journal-5564	138	39	)	)	PUNCT
american_scientific_journal-5564	138	40	for	for	ADP
american_scientific_journal-5564	138	41	one	one	NUM
american_scientific_journal-5564	138	42	hidden	hide	VERB
american_scientific_journal-5564	138	43	layer	layer	NOUN
american_scientific_journal-5564	138	44	case	case	NOUN
american_scientific_journal-5564	138	45	produced	produce	VERB
american_scientific_journal-5564	138	46	the	the	DET
american_scientific_journal-5564	138	47	best	good	ADJ
american_scientific_journal-5564	138	48	result	result	NOUN
american_scientific_journal-5564	138	49	in	in	ADP
american_scientific_journal-5564	138	50	this	this	DET
american_scientific_journal-5564	138	51	study	study	NOUN
american_scientific_journal-5564	138	52	.	.	PUNCT
american_scientific_journal-5564	139	1	bpnn	bpnn	PROPN
american_scientific_journal-5564	140	1	having	have	VERB
american_scientific_journal-5564	140	2	a	a	DET
american_scientific_journal-5564	140	3	structure	structure	NOUN
american_scientific_journal-5564	140	4	3	3	NUM
american_scientific_journal-5564	140	5	-	-	SYM
american_scientific_journal-5564	140	6	8	8	NUM
american_scientific_journal-5564	140	7	-	-	PUNCT
american_scientific_journal-5564	140	8	4	4	NUM
american_scientific_journal-5564	140	9	-	-	SYM
american_scientific_journal-5564	140	10	1	1	NUM
american_scientific_journal-5564	140	11	(	(	PUNCT
american_scientific_journal-5564	140	12	three	three	NUM
american_scientific_journal-5564	140	13	neurons	neuron	NOUN
american_scientific_journal-5564	140	14	in	in	ADP
american_scientific_journal-5564	140	15	input	input	NOUN
american_scientific_journal-5564	140	16	and	and	CCONJ
american_scientific_journal-5564	140	17	eight	eight	NUM
american_scientific_journal-5564	140	18	neurons	neuron	NOUN
american_scientific_journal-5564	140	19	in	in	ADP
american_scientific_journal-5564	140	20	first	first	ADJ
american_scientific_journal-5564	140	21	hidden	hide	VERB
american_scientific_journal-5564	140	22	layers	layer	NOUN
american_scientific_journal-5564	140	23	,	,	PUNCT
american_scientific_journal-5564	140	24	four	four	NUM
american_scientific_journal-5564	140	25	neurons	neuron	NOUN
american_scientific_journal-5564	140	26	in	in	ADP
american_scientific_journal-5564	140	27	second	second	ADJ
american_scientific_journal-5564	140	28	hidden	hide	VERB
american_scientific_journal-5564	140	29	layer	layer	NOUN
american_scientific_journal-5564	140	30	and	and	CCONJ
american_scientific_journal-5564	140	31	one	one	NUM
american_scientific_journal-5564	140	32	neuron	neuron	NOUN
american_scientific_journal-5564	140	33	in	in	ADP
american_scientific_journal-5564	140	34	output	output	NOUN
american_scientific_journal-5564	140	35	layer	layer	NOUN
american_scientific_journal-5564	140	36	)	)	PUNCT
american_scientific_journal-5564	140	37	produced	produce	VERB
american_scientific_journal-5564	140	38	optimum	optimum	ADJ
american_scientific_journal-5564	140	39	result	result	NOUN
american_scientific_journal-5564	140	40	for	for	ADP
american_scientific_journal-5564	140	41	the	the	DET
american_scientific_journal-5564	140	42	available	available	ADJ
american_scientific_journal-5564	140	43	inputs	input	NOUN
american_scientific_journal-5564	140	44	.	.	PUNCT
american_scientific_journal-5564	141	1	in	in	ADP
american_scientific_journal-5564	141	2	order	order	NOUN
american_scientific_journal-5564	141	3	to	to	PART
american_scientific_journal-5564	141	4	determine	determine	VERB
american_scientific_journal-5564	141	5	the	the	DET
american_scientific_journal-5564	141	6	optimum	optimum	ADJ
american_scientific_journal-5564	141	7	configuration	configuration	NOUN
american_scientific_journal-5564	141	8	of	of	ADP
american_scientific_journal-5564	141	9	the	the	DET
american_scientific_journal-5564	141	10	four	four	NUM
american_scientific_journal-5564	141	11	-	-	PUNCT
american_scientific_journal-5564	141	12	layer	layer	NOUN
american_scientific_journal-5564	141	13	bpnn	bpnn	NOUN
american_scientific_journal-5564	141	14	(	(	PUNCT
american_scientific_journal-5564	141	15	3	3	NUM
american_scientific_journal-5564	141	16	-	-	SYM
american_scientific_journal-5564	141	17	8	8	NUM
american_scientific_journal-5564	141	18	-	-	PUNCT
american_scientific_journal-5564	141	19	4	4	NUM
american_scientific_journal-5564	141	20	-	-	PUNCT
american_scientific_journal-5564	141	21	1	1	NUM
american_scientific_journal-5564	141	22	)	)	PUNCT
american_scientific_journal-5564	141	23	model	model	NOUN
american_scientific_journal-5564	141	24	,	,	PUNCT
american_scientific_journal-5564	141	25	a	a	DET
american_scientific_journal-5564	141	26	sensitivity	sensitivity	NOUN
american_scientific_journal-5564	141	27	analysis	analysis	NOUN
american_scientific_journal-5564	141	28	was	be	AUX
american_scientific_journal-5564	141	29	performed	perform	VERB
american_scientific_journal-5564	141	30	by	by	ADP
american_scientific_journal-5564	141	31	varying	vary	VERB
american_scientific_journal-5564	141	32	the	the	DET
american_scientific_journal-5564	141	33	network	network	NOUN
american_scientific_journal-5564	141	34	parameters	parameter	NOUN
american_scientific_journal-5564	141	35	,	,	PUNCT
american_scientific_journal-5564	141	36	learning	learn	VERB
american_scientific_journal-5564	141	37	rate	rate	NOUN
american_scientific_journal-5564	141	38	that	that	PRON
american_scientific_journal-5564	141	39	minimize	minimize	VERB
american_scientific_journal-5564	141	40	the	the	DET
american_scientific_journal-5564	141	41	error	error	NOUN
american_scientific_journal-5564	141	42	in	in	ADP
american_scientific_journal-5564	141	43	test	test	NOUN
american_scientific_journal-5564	141	44	scenarios	scenario	NOUN
american_scientific_journal-5564	141	45	.	.	PUNCT
american_scientific_journal-5564	142	1	the	the	DET
american_scientific_journal-5564	142	2	applied	apply	VERB
american_scientific_journal-5564	142	3	network	network	NOUN
american_scientific_journal-5564	142	4	parameters	parameter	NOUN
american_scientific_journal-5564	142	5	for	for	ADP
american_scientific_journal-5564	142	6	the	the	DET
american_scientific_journal-5564	142	7	learning	learning	NOUN
american_scientific_journal-5564	142	8	rate	rate	NOUN
american_scientific_journal-5564	142	9	,	,	PUNCT
american_scientific_journal-5564	142	10	the	the	DET
american_scientific_journal-5564	142	11	momentum	momentum	NOUN
american_scientific_journal-5564	142	12	and	and	CCONJ
american_scientific_journal-5564	142	13	the	the	DET
american_scientific_journal-5564	142	14	input	input	NOUN
american_scientific_journal-5564	142	15	noise	noise	NOUN
american_scientific_journal-5564	142	16	were	be	AUX
american_scientific_journal-5564	142	17	found	find	VERB
american_scientific_journal-5564	142	18	0.6	0.6	NUM
american_scientific_journal-5564	142	19	,	,	PUNCT
american_scientific_journal-5564	142	20	0.9	0.9	NUM
american_scientific_journal-5564	142	21	and	and	CCONJ
american_scientific_journal-5564	142	22	0.03	0.03	NUM
american_scientific_journal-5564	142	23	,	,	PUNCT
american_scientific_journal-5564	142	24	respectively	respectively	ADV
american_scientific_journal-5564	142	25	.	.	PUNCT
american_scientific_journal-5564	143	1	the	the	DET
american_scientific_journal-5564	143	2	best	good	ADJ
american_scientific_journal-5564	143	3	training	training	NOUN
american_scientific_journal-5564	143	4	and	and	CCONJ
american_scientific_journal-5564	143	5	testing	testing	NOUN
american_scientific_journal-5564	143	6	tolerance	tolerance	NOUN
american_scientific_journal-5564	143	7	were	be	AUX
american_scientific_journal-5564	143	8	0.01	0.01	NUM
american_scientific_journal-5564	143	9	and	and	CCONJ
american_scientific_journal-5564	143	10	0.015	0.015	NUM
american_scientific_journal-5564	143	11	,	,	PUNCT
american_scientific_journal-5564	143	12	respectively	respectively	ADV
american_scientific_journal-5564	143	13	.	.	PUNCT
american_scientific_journal-5564	144	1	for	for	ADP
american_scientific_journal-5564	144	2	the	the	DET
american_scientific_journal-5564	144	3	developed	develop	VERB
american_scientific_journal-5564	144	4	bpnn	bpnn	NOUN
american_scientific_journal-5564	144	5	(	(	PUNCT
american_scientific_journal-5564	144	6	3	3	NUM
american_scientific_journal-5564	144	7	-	-	SYM
american_scientific_journal-5564	144	8	8	8	NUM
american_scientific_journal-5564	144	9	-	-	PUNCT
american_scientific_journal-5564	144	10	4	4	NUM
american_scientific_journal-5564	144	11	-	-	PUNCT
american_scientific_journal-5564	144	12	1	1	NUM
american_scientific_journal-5564	144	13	)	)	PUNCT
american_scientific_journal-5564	144	14	model	model	NOUN
american_scientific_journal-5564	144	15	,	,	PUNCT
american_scientific_journal-5564	144	16	fig	fig	NOUN
american_scientific_journal-5564	144	17	.	.	PUNCT
american_scientific_journal-5564	144	18	4	4	NUM
american_scientific_journal-5564	144	19	shows	show	VERB
american_scientific_journal-5564	144	20	the	the	DET
american_scientific_journal-5564	144	21	comparison	comparison	NOUN
american_scientific_journal-5564	144	22	of	of	ADP
american_scientific_journal-5564	144	23	predicted	predict	VERB
american_scientific_journal-5564	144	24	and	and	CCONJ
american_scientific_journal-5564	144	25	experimental	experimental	ADJ
american_scientific_journal-5564	144	26	values	value	NOUN
american_scientific_journal-5564	144	27	of	of	ADP
american_scientific_journal-5564	144	28	optimum	optimum	ADJ
american_scientific_journal-5564	144	29	bitumen	bituman	NOUN
american_scientific_journal-5564	144	30	content	content	NOUN
american_scientific_journal-5564	144	31	for	for	ADP
american_scientific_journal-5564	144	32	trained	train	VERB
american_scientific_journal-5564	144	33	and	and	CCONJ
american_scientific_journal-5564	144	34	tested	test	VERB
american_scientific_journal-5564	144	35	instances	instance	NOUN
american_scientific_journal-5564	144	36	.	.	PUNCT
american_scientific_journal-5564	145	1	figure	figure	NOUN
american_scientific_journal-5564	145	2	5	5	NUM
american_scientific_journal-5564	145	3	represents	represent	VERB
american_scientific_journal-5564	145	4	the	the	DET
american_scientific_journal-5564	145	5	scatter	scatter	NOUN
american_scientific_journal-5564	145	6	diagram	diagram	NOUN
american_scientific_journal-5564	145	7	of	of	ADP
american_scientific_journal-5564	145	8	predicted	predict	VERB
american_scientific_journal-5564	145	9	and	and	CCONJ
american_scientific_journal-5564	145	10	experimental	experimental	ADJ
american_scientific_journal-5564	145	11	values	value	NOUN
american_scientific_journal-5564	145	12	of	of	ADP
american_scientific_journal-5564	145	13	optimum	optimum	ADJ
american_scientific_journal-5564	145	14	bitumen	bituman	NOUN
american_scientific_journal-5564	145	15	content	content	NOUN
american_scientific_journal-5564	145	16	for	for	ADP
american_scientific_journal-5564	145	17	trained	train	VERB
american_scientific_journal-5564	145	18	and	and	CCONJ
american_scientific_journal-5564	145	19	tested	test	VERB
american_scientific_journal-5564	145	20	instances	instance	NOUN
american_scientific_journal-5564	145	21	.	.	PUNCT
american_scientific_journal-5564	146	1	the	the	DET
american_scientific_journal-5564	146	2	prediction	prediction	NOUN
american_scientific_journal-5564	146	3	can	can	AUX
american_scientific_journal-5564	146	4	be	be	AUX
american_scientific_journal-5564	146	5	seen	see	VERB
american_scientific_journal-5564	146	6	as	as	ADP
american_scientific_journal-5564	146	7	fairly	fairly	ADV
american_scientific_journal-5564	146	8	close	close	ADJ
american_scientific_journal-5564	146	9	to	to	ADP
american_scientific_journal-5564	146	10	the	the	DET
american_scientific_journal-5564	146	11	corresponding	corresponding	ADJ
american_scientific_journal-5564	146	12	actual	actual	ADJ
american_scientific_journal-5564	146	13	values	value	NOUN
american_scientific_journal-5564	146	14	of	of	ADP
american_scientific_journal-5564	146	15	optimum	optimum	ADJ
american_scientific_journal-5564	146	16	bitumen	bituman	NOUN
american_scientific_journal-5564	146	17	content	content	NOUN
american_scientific_journal-5564	146	18	.	.	PUNCT
american_scientific_journal-5564	147	1	for	for	ADP
american_scientific_journal-5564	147	2	trained	train	VERB
american_scientific_journal-5564	147	3	data	datum	NOUN
american_scientific_journal-5564	147	4	,	,	PUNCT
american_scientific_journal-5564	147	5	it	it	PRON
american_scientific_journal-5564	147	6	can	can	AUX
american_scientific_journal-5564	147	7	be	be	AUX
american_scientific_journal-5564	147	8	observed	observe	VERB
american_scientific_journal-5564	147	9	that	that	SCONJ
american_scientific_journal-5564	147	10	a	a	DET
american_scientific_journal-5564	147	11	maximum	maximum	ADJ
american_scientific_journal-5564	147	12	absolute	absolute	ADJ
american_scientific_journal-5564	147	13	error	error	NOUN
american_scientific_journal-5564	147	14	of	of	ADP
american_scientific_journal-5564	147	15	2.4	2.4	NUM
american_scientific_journal-5564	147	16	%	%	NOUN
american_scientific_journal-5564	147	17	,	,	PUNCT
american_scientific_journal-5564	147	18	a	a	DET
american_scientific_journal-5564	147	19	minimum	minimum	ADJ
american_scientific_journal-5564	147	20	absolute	absolute	ADJ
american_scientific_journal-5564	147	21	error	error	NOUN
american_scientific_journal-5564	147	22	of	of	ADP
american_scientific_journal-5564	147	23	0.071	0.071	NUM
american_scientific_journal-5564	147	24	%	%	NOUN
american_scientific_journal-5564	147	25	and	and	CCONJ
american_scientific_journal-5564	147	26	the	the	DET
american_scientific_journal-5564	147	27	average	average	ADJ
american_scientific_journal-5564	147	28	absolute	absolute	ADJ
american_scientific_journal-5564	147	29	error	error	NOUN
american_scientific_journal-5564	147	30	of	of	ADP
american_scientific_journal-5564	147	31	1.185	1.185	NUM
american_scientific_journal-5564	147	32	%	%	NOUN
american_scientific_journal-5564	147	33	were	be	AUX
american_scientific_journal-5564	147	34	obtained	obtain	VERB
american_scientific_journal-5564	147	35	for	for	ADP
american_scientific_journal-5564	147	36	obc	obc	PROPN
american_scientific_journal-5564	147	37	prediction	prediction	NOUN
american_scientific_journal-5564	147	38	.	.	PUNCT
american_scientific_journal-5564	148	1	also	also	ADV
american_scientific_journal-5564	148	2	for	for	ADP
american_scientific_journal-5564	148	3	tested	test	VERB
american_scientific_journal-5564	148	4	data	datum	NOUN
american_scientific_journal-5564	148	5	,	,	PUNCT
american_scientific_journal-5564	148	6	it	it	PRON
american_scientific_journal-5564	148	7	can	can	AUX
american_scientific_journal-5564	148	8	be	be	AUX
american_scientific_journal-5564	148	9	observed	observe	VERB
american_scientific_journal-5564	148	10	that	that	SCONJ
american_scientific_journal-5564	148	11	a	a	DET
american_scientific_journal-5564	148	12	maximum	maximum	ADJ
american_scientific_journal-5564	148	13	absolute	absolute	ADJ
american_scientific_journal-5564	148	14	error	error	NOUN
american_scientific_journal-5564	148	15	of	of	ADP
american_scientific_journal-5564	148	16	1.9	1.9	NUM
american_scientific_journal-5564	148	17	%	%	NOUN
american_scientific_journal-5564	148	18	,	,	PUNCT
american_scientific_journal-5564	148	19	a	a	DET
american_scientific_journal-5564	148	20	minimum	minimum	ADJ
american_scientific_journal-5564	148	21	absolute	absolute	ADJ
american_scientific_journal-5564	148	22	error	error	NOUN
american_scientific_journal-5564	148	23	of	of	ADP
american_scientific_journal-5564	148	24	0.04	0.04	NUM
american_scientific_journal-5564	148	25	%	%	NOUN
american_scientific_journal-5564	148	26	and	and	CCONJ
american_scientific_journal-5564	148	27	the	the	DET
american_scientific_journal-5564	148	28	average	average	ADJ
american_scientific_journal-5564	148	29	absolute	absolute	ADJ
american_scientific_journal-5564	148	30	error	error	NOUN
american_scientific_journal-5564	148	31	of	of	ADP
american_scientific_journal-5564	148	32	1.01	1.01	NUM
american_scientific_journal-5564	148	33	%	%	NOUN
american_scientific_journal-5564	148	34	were	be	AUX
american_scientific_journal-5564	148	35	obtained	obtain	VERB
american_scientific_journal-5564	148	36	for	for	ADP
american_scientific_journal-5564	148	37	obc	obc	PROPN
american_scientific_journal-5564	148	38	prediction	prediction	NOUN
american_scientific_journal-5564	148	39	.	.	PUNCT
american_scientific_journal-5564	149	1	the	the	DET
american_scientific_journal-5564	149	2	correlation	correlation	NOUN
american_scientific_journal-5564	149	3	coefficients	coefficient	NOUN
american_scientific_journal-5564	149	4	of	of	ADP
american_scientific_journal-5564	149	5	0.989	0.989	NUM
american_scientific_journal-5564	149	6	and	and	CCONJ
american_scientific_journal-5564	149	7	0.992	0.992	NUM
american_scientific_journal-5564	149	8	were	be	AUX
american_scientific_journal-5564	149	9	obtained	obtain	VERB
american_scientific_journal-5564	149	10	for	for	ADP
american_scientific_journal-5564	149	11	the	the	DET
american_scientific_journal-5564	149	12	testing	testing	NOUN
american_scientific_journal-5564	149	13	data	datum	NOUN
american_scientific_journal-5564	149	14	of	of	ADP
american_scientific_journal-5564	149	15	optimum	optimum	ADJ
american_scientific_journal-5564	149	16	bitumen	bituman	NOUN
american_scientific_journal-5564	149	17	content	content	NOUN
american_scientific_journal-5564	149	18	prediction	prediction	NOUN
american_scientific_journal-5564	149	19	.	.	PUNCT
american_scientific_journal-5564	150	1	a.	a.	NOUN
american_scientific_journal-5564	150	2	trained	train	VERB
american_scientific_journal-5564	150	3	data	datum	NOUN
american_scientific_journal-5564	150	4	0	0	NUM
american_scientific_journal-5564	150	5	1	1	NUM
american_scientific_journal-5564	150	6	2	2	NUM
american_scientific_journal-5564	150	7	3	3	NUM
american_scientific_journal-5564	150	8	4	4	NUM
american_scientific_journal-5564	150	9	5	5	NUM
american_scientific_journal-5564	150	10	6	6	NUM
american_scientific_journal-5564	150	11	0	0	NUM
american_scientific_journal-5564	150	12	5	5	NUM
american_scientific_journal-5564	150	13	10	10	NUM
american_scientific_journal-5564	150	14	15	15	NUM
american_scientific_journal-5564	150	15	20	20	NUM
american_scientific_journal-5564	150	16	25	25	NUM
american_scientific_journal-5564	150	17	30	30	NUM
american_scientific_journal-5564	150	18	35	35	NUM
american_scientific_journal-5564	150	19	sample	sample	NOUN
american_scientific_journal-5564	150	20	o	o	NOUN
american_scientific_journal-5564	151	1	p	p	X
american_scientific_journal-5564	151	2	ti	ti	PROPN
american_scientific_journal-5564	151	3	m	m	NOUN
american_scientific_journal-5564	151	4	u	u	NOUN
american_scientific_journal-5564	151	5	m	m	NOUN
american_scientific_journal-5564	151	6	b	b	NOUN
american_scientific_journal-5564	151	7	it	it	PRON
american_scientific_journal-5564	151	8	u	u	NOUN
american_scientific_journal-5564	151	9	m	m	NOUN
american_scientific_journal-5564	151	10	e	e	NOUN
american_scientific_journal-5564	151	11	n	n	PROPN
american_scientific_journal-5564	151	12	c	c	NOUN
american_scientific_journal-5564	151	13	o	o	NOUN
american_scientific_journal-5564	151	14	n	n	X
american_scientific_journal-5564	151	15	te	te	PROPN
american_scientific_journal-5564	151	16	n	n	X
american_scientific_journal-5564	151	17	t	t	PROPN
american_scientific_journal-5564	151	18	(	(	PUNCT
american_scientific_journal-5564	151	19	%	%	NOUN
american_scientific_journal-5564	151	20	)	)	PUNCT
american_scientific_journal-5564	151	21	-10	-10	PUNCT
american_scientific_journal-5564	152	1	-8	-8	INTJ
american_scientific_journal-5564	153	1	-6	-6	INTJ
american_scientific_journal-5564	153	2	-4	-4	INTJ
american_scientific_journal-5564	154	1	-2	-2	NOUN
american_scientific_journal-5564	154	2	0	0	NUM
american_scientific_journal-5564	154	3	2	2	NUM
american_scientific_journal-5564	154	4	4	4	NUM
american_scientific_journal-5564	154	5	6	6	NUM
american_scientific_journal-5564	154	6	8	8	NUM
american_scientific_journal-5564	154	7	10	10	NUM
american_scientific_journal-5564	154	8	e	e	NOUN
american_scientific_journal-5564	154	9	rr	rr	NOUN
american_scientific_journal-5564	154	10	o	o	NOUN
american_scientific_journal-5564	154	11	r	r	NOUN
american_scientific_journal-5564	154	12	(	(	PUNCT
american_scientific_journal-5564	154	13	%	%	NOUN
american_scientific_journal-5564	154	14	)	)	PUNCT
american_scientific_journal-5564	154	15	actual	actual	ADJ
american_scientific_journal-5564	154	16	optimum	optimum	ADJ
american_scientific_journal-5564	154	17	bitumen	bituman	NOUN
american_scientific_journal-5564	154	18	content	content	NOUN
american_scientific_journal-5564	154	19	predicted	predict	VERB
american_scientific_journal-5564	154	20	optimum	optimum	ADJ
american_scientific_journal-5564	154	21	bitumen	bituman	NOUN
american_scientific_journal-5564	154	22	content	content	NOUN
american_scientific_journal-5564	154	23	error	error	NOUN
american_scientific_journal-5564	154	24	(	(	PUNCT
american_scientific_journal-5564	154	25	%	%	INTJ
american_scientific_journal-5564	154	26	)	)	PUNCT
american_scientific_journal-5564	154	27	american	american	PROPN
american_scientific_journal-5564	154	28	scientific	scientific	ADJ
american_scientific_journal-5564	154	29	research	research	NOUN
american_scientific_journal-5564	154	30	journal	journal	NOUN
american_scientific_journal-5564	154	31	for	for	ADP
american_scientific_journal-5564	154	32	engineering	engineering	NOUN
american_scientific_journal-5564	154	33	,	,	PUNCT
american_scientific_journal-5564	154	34	technology	technology	NOUN
american_scientific_journal-5564	154	35	,	,	PUNCT
american_scientific_journal-5564	154	36	and	and	CCONJ
american_scientific_journal-5564	154	37	sciences	science	NOUN
american_scientific_journal-5564	154	38	(	(	PUNCT
american_scientific_journal-5564	154	39	asrjets	asrjet	NOUN
american_scientific_journal-5564	154	40	)	)	PUNCT
american_scientific_journal-5564	154	41	(	(	PUNCT
american_scientific_journal-5564	154	42	2020	2020	NUM
american_scientific_journal-5564	154	43	)	)	PUNCT
american_scientific_journal-5564	154	44	volume	volume	NOUN
american_scientific_journal-5564	154	45	63	63	NUM
american_scientific_journal-5564	154	46	,	,	PUNCT
american_scientific_journal-5564	154	47	no	no	DET
american_scientific_journal-5564	154	48	1	1	NUM
american_scientific_journal-5564	154	49	,	,	PUNCT
american_scientific_journal-5564	154	50	pp	pp	ADV
american_scientific_journal-5564	154	51	180	180	NUM
american_scientific_journal-5564	154	52	-	-	SYM
american_scientific_journal-5564	154	53	192	192	NUM
american_scientific_journal-5564	154	54	189	189	NUM
american_scientific_journal-5564	154	55	b.	b.	PROPN
american_scientific_journal-5564	154	56	tested	test	VERB
american_scientific_journal-5564	154	57	data	datum	NOUN
american_scientific_journal-5564	154	58	figure	figure	NOUN
american_scientific_journal-5564	154	59	4	4	NUM
american_scientific_journal-5564	154	60	:	:	PUNCT
american_scientific_journal-5564	154	61	comparison	comparison	NOUN
american_scientific_journal-5564	154	62	of	of	ADP
american_scientific_journal-5564	154	63	predicted	predict	VERB
american_scientific_journal-5564	154	64	and	and	CCONJ
american_scientific_journal-5564	154	65	actual	actual	ADJ
american_scientific_journal-5564	154	66	values	value	NOUN
american_scientific_journal-5564	154	67	of	of	ADP
american_scientific_journal-5564	154	68	obc	obc	NOUN
american_scientific_journal-5564	154	69	of	of	ADP
american_scientific_journal-5564	154	70	asphaltic	asphaltic	ADJ
american_scientific_journal-5564	154	71	concrete	concrete	ADJ
american_scientific_journal-5564	154	72	mixtures	mixture	NOUN
american_scientific_journal-5564	154	73	for	for	ADP
american_scientific_journal-5564	154	74	bpnn	bpnn	NOUN
american_scientific_journal-5564	154	75	(	(	PUNCT
american_scientific_journal-5564	154	76	3	3	NUM
american_scientific_journal-5564	154	77	-	-	SYM
american_scientific_journal-5564	154	78	8	8	NUM
american_scientific_journal-5564	154	79	-	-	PUNCT
american_scientific_journal-5564	154	80	4	4	NUM
american_scientific_journal-5564	154	81	-	-	PUNCT
american_scientific_journal-5564	154	82	1	1	NUM
american_scientific_journal-5564	154	83	)	)	PUNCT
american_scientific_journal-5564	154	84	model	model	NOUN
american_scientific_journal-5564	154	85	.	.	PUNCT
american_scientific_journal-5564	155	1	3.1.2	3.1.2	NUM
american_scientific_journal-5564	155	2	rbf	rbf	PROPN
american_scientific_journal-5564	155	3	models	model	NOUN
american_scientific_journal-5564	155	4	rbf	rbf	PROPN
american_scientific_journal-5564	155	5	neural	neural	PROPN
american_scientific_journal-5564	155	6	network	network	NOUN
american_scientific_journal-5564	155	7	was	be	AUX
american_scientific_journal-5564	155	8	employed	employ	VERB
american_scientific_journal-5564	155	9	but	but	CCONJ
american_scientific_journal-5564	155	10	the	the	DET
american_scientific_journal-5564	155	11	prediction	prediction	NOUN
american_scientific_journal-5564	155	12	ability	ability	NOUN
american_scientific_journal-5564	155	13	of	of	ADP
american_scientific_journal-5564	155	14	the	the	DET
american_scientific_journal-5564	155	15	rbf	rbf	PROPN
american_scientific_journal-5564	155	16	neural	neural	ADJ
american_scientific_journal-5564	155	17	network	network	NOUN
american_scientific_journal-5564	155	18	was	be	AUX
american_scientific_journal-5564	155	19	found	find	VERB
american_scientific_journal-5564	155	20	poor	poor	ADJ
american_scientific_journal-5564	155	21	in	in	ADP
american_scientific_journal-5564	155	22	terms	term	NOUN
american_scientific_journal-5564	155	23	of	of	ADP
american_scientific_journal-5564	155	24	the	the	DET
american_scientific_journal-5564	155	25	four	four	NUM
american_scientific_journal-5564	155	26	ann	ann	PROPN
american_scientific_journal-5564	155	27	performance	performance	NOUN
american_scientific_journal-5564	155	28	efficiency	efficiency	NOUN
american_scientific_journal-5564	155	29	terms	term	NOUN
american_scientific_journal-5564	155	30	.	.	PUNCT
american_scientific_journal-5564	156	1	the	the	DET
american_scientific_journal-5564	156	2	probable	probable	ADJ
american_scientific_journal-5564	156	3	reason	reason	NOUN
american_scientific_journal-5564	156	4	might	might	AUX
american_scientific_journal-5564	156	5	be	be	AUX
american_scientific_journal-5564	156	6	the	the	DET
american_scientific_journal-5564	156	7	three	three	NUM
american_scientific_journal-5564	156	8	-	-	PUNCT
american_scientific_journal-5564	156	9	layer	layer	NOUN
american_scientific_journal-5564	156	10	structure	structure	NOUN
american_scientific_journal-5564	156	11	of	of	ADP
american_scientific_journal-5564	156	12	the	the	DET
american_scientific_journal-5564	156	13	neural	neural	ADJ
american_scientific_journal-5564	156	14	network	network	NOUN
american_scientific_journal-5564	156	15	,	,	PUNCT
american_scientific_journal-5564	156	16	which	which	PRON
american_scientific_journal-5564	156	17	is	be	AUX
american_scientific_journal-5564	156	18	not	not	PART
american_scientific_journal-5564	156	19	capable	capable	ADJ
american_scientific_journal-5564	156	20	of	of	ADP
american_scientific_journal-5564	156	21	generalizing	generalize	VERB
american_scientific_journal-5564	156	22	the	the	DET
american_scientific_journal-5564	156	23	process	process	NOUN
american_scientific_journal-5564	156	24	from	from	ADP
american_scientific_journal-5564	156	25	the	the	DET
american_scientific_journal-5564	156	26	available	available	ADJ
american_scientific_journal-5564	156	27	data	datum	NOUN
american_scientific_journal-5564	156	28	.	.	PUNCT
american_scientific_journal-5564	157	1	the	the	DET
american_scientific_journal-5564	157	2	r	r	NOUN
american_scientific_journal-5564	157	3	-value	-value	ADJ
american_scientific_journal-5564	157	4	during	during	ADP
american_scientific_journal-5564	157	5	training	training	NOUN
american_scientific_journal-5564	157	6	phase	phase	NOUN
american_scientific_journal-5564	157	7	was	be	AUX
american_scientific_journal-5564	157	8	found	find	VERB
american_scientific_journal-5564	157	9	to	to	PART
american_scientific_journal-5564	157	10	be	be	AUX
american_scientific_journal-5564	157	11	greater	great	ADJ
american_scientific_journal-5564	157	12	than	than	ADP
american_scientific_journal-5564	157	13	0.95	0.95	NUM
american_scientific_journal-5564	157	14	.	.	PUNCT
american_scientific_journal-5564	158	1	this	this	DET
american_scientific_journal-5564	158	2	infers	infer	NOUN
american_scientific_journal-5564	158	3	that	that	PRON
american_scientific_journal-5564	158	4	rbf	rbf	PROPN
american_scientific_journal-5564	158	5	network	network	NOUN
american_scientific_journal-5564	158	6	,	,	PUNCT
american_scientific_journal-5564	158	7	which	which	PRON
american_scientific_journal-5564	158	8	,	,	PUNCT
american_scientific_journal-5564	158	9	in	in	ADP
american_scientific_journal-5564	158	10	general	general	ADJ
american_scientific_journal-5564	158	11	,	,	PUNCT
american_scientific_journal-5564	158	12	requires	require	VERB
american_scientific_journal-5564	158	13	many	many	ADJ
american_scientific_journal-5564	158	14	neurons	neuron	NOUN
american_scientific_journal-5564	158	15	in	in	ADP
american_scientific_journal-5564	158	16	the	the	DET
american_scientific_journal-5564	158	17	hidden	hide	VERB
american_scientific_journal-5564	158	18	layer	layer	NOUN
american_scientific_journal-5564	158	19	for	for	ADP
american_scientific_journal-5564	158	20	high	high	ADJ
american_scientific_journal-5564	158	21	dimensional	dimensional	ADJ
american_scientific_journal-5564	158	22	input	input	NOUN
american_scientific_journal-5564	158	23	spaces	space	NOUN
american_scientific_journal-5564	158	24	[	[	X
american_scientific_journal-5564	158	25	12	12	NUM
american_scientific_journal-5564	158	26	]	]	PUNCT
american_scientific_journal-5564	158	27	,	,	PUNCT
american_scientific_journal-5564	158	28	trained	train	VERB
american_scientific_journal-5564	158	29	well	well	ADV
american_scientific_journal-5564	158	30	;	;	PUNCT
american_scientific_journal-5564	158	31	however	however	ADV
american_scientific_journal-5564	158	32	,	,	PUNCT
american_scientific_journal-5564	158	33	it	it	PRON
american_scientific_journal-5564	158	34	lost	lose	VERB
american_scientific_journal-5564	158	35	the	the	DET
american_scientific_journal-5564	158	36	generalization	generalization	NOUN
american_scientific_journal-5564	158	37	ability	ability	NOUN
american_scientific_journal-5564	158	38	.	.	PUNCT
american_scientific_journal-5564	159	1	moreover	moreover	ADV
american_scientific_journal-5564	159	2	,	,	PUNCT
american_scientific_journal-5564	159	3	the	the	DET
american_scientific_journal-5564	159	4	neurons	neuron	NOUN
american_scientific_journal-5564	159	5	in	in	ADP
american_scientific_journal-5564	159	6	the	the	DET
american_scientific_journal-5564	159	7	hidden	hide	VERB
american_scientific_journal-5564	159	8	layer	layer	NOUN
american_scientific_journal-5564	159	9	of	of	ADP
american_scientific_journal-5564	159	10	rbf	rbf	PROPN
american_scientific_journal-5564	159	11	network	network	NOUN
american_scientific_journal-5564	159	12	have	have	AUX
american_scientific_journal-5564	159	13	localized	localize	VERB
american_scientific_journal-5564	159	14	receptive	receptive	ADJ
american_scientific_journal-5564	159	15	fields	field	NOUN
american_scientific_journal-5564	159	16	because	because	SCONJ
american_scientific_journal-5564	159	17	they	they	PRON
american_scientific_journal-5564	159	18	respond	respond	VERB
american_scientific_journal-5564	159	19	to	to	ADP
american_scientific_journal-5564	159	20	inputs	input	NOUN
american_scientific_journal-5564	159	21	that	that	PRON
american_scientific_journal-5564	159	22	are	be	AUX
american_scientific_journal-5564	159	23	close	close	ADJ
american_scientific_journal-5564	159	24	to	to	ADP
american_scientific_journal-5564	159	25	their	their	PRON
american_scientific_journal-5564	159	26	centers	center	NOUN
american_scientific_journal-5564	159	27	.	.	PUNCT
american_scientific_journal-5564	160	1	this	this	PRON
american_scientific_journal-5564	160	2	is	be	AUX
american_scientific_journal-5564	160	3	in	in	ADP
american_scientific_journal-5564	160	4	contrast	contrast	NOUN
american_scientific_journal-5564	160	5	to	to	ADP
american_scientific_journal-5564	160	6	bpnn	bpnn	NOUN
american_scientific_journal-5564	160	7	,	,	PUNCT
american_scientific_journal-5564	160	8	where	where	SCONJ
american_scientific_journal-5564	160	9	the	the	DET
american_scientific_journal-5564	160	10	sigmoid	sigmoid	NOUN
american_scientific_journal-5564	160	11	function	function	NOUN
american_scientific_journal-5564	160	12	of	of	ADP
american_scientific_journal-5564	160	13	hidden	hide	VERB
american_scientific_journal-5564	160	14	layer	layer	NOUN
american_scientific_journal-5564	160	15	neuron	neuron	NOUN
american_scientific_journal-5564	160	16	creates	create	VERB
american_scientific_journal-5564	160	17	global	global	ADJ
american_scientific_journal-5564	160	18	response	response	NOUN
american_scientific_journal-5564	160	19	[	[	X
american_scientific_journal-5564	160	20	12	12	NUM
american_scientific_journal-5564	160	21	]	]	PUNCT
american_scientific_journal-5564	160	22	.	.	PUNCT
american_scientific_journal-5564	161	1	this	this	PRON
american_scientific_journal-5564	161	2	could	could	AUX
american_scientific_journal-5564	161	3	be	be	AUX
american_scientific_journal-5564	161	4	another	another	DET
american_scientific_journal-5564	161	5	reason	reason	NOUN
american_scientific_journal-5564	161	6	why	why	SCONJ
american_scientific_journal-5564	161	7	the	the	DET
american_scientific_journal-5564	161	8	rbf	rbf	PROPN
american_scientific_journal-5564	161	9	network	network	NOUN
american_scientific_journal-5564	161	10	lost	lose	VERB
american_scientific_journal-5564	161	11	its	its	PRON
american_scientific_journal-5564	161	12	generalization	generalization	NOUN
american_scientific_journal-5564	161	13	ability	ability	NOUN
american_scientific_journal-5564	161	14	in	in	ADP
american_scientific_journal-5564	161	15	this	this	DET
american_scientific_journal-5564	161	16	problem	problem	NOUN
american_scientific_journal-5564	161	17	.	.	PUNCT
american_scientific_journal-5564	162	1	sensitivity	sensitivity	NOUN
american_scientific_journal-5564	162	2	analysis	analysis	NOUN
american_scientific_journal-5564	162	3	was	be	AUX
american_scientific_journal-5564	162	4	performed	perform	VERB
american_scientific_journal-5564	162	5	to	to	PART
american_scientific_journal-5564	162	6	find	find	VERB
american_scientific_journal-5564	162	7	a	a	DET
american_scientific_journal-5564	162	8	good	good	ADJ
american_scientific_journal-5564	162	9	spread	spread	NOUN
american_scientific_journal-5564	162	10	.	.	PUNCT
american_scientific_journal-5564	163	1	the	the	DET
american_scientific_journal-5564	163	2	rbf	rbf	PROPN
american_scientific_journal-5564	163	3	was	be	AUX
american_scientific_journal-5564	163	4	tested	test	VERB
american_scientific_journal-5564	163	5	for	for	ADP
american_scientific_journal-5564	163	6	different	different	ADJ
american_scientific_journal-5564	163	7	spreads	spread	NOUN
american_scientific_journal-5564	163	8	from	from	ADP
american_scientific_journal-5564	163	9	0.1	0.1	NUM
american_scientific_journal-5564	163	10	to	to	ADP
american_scientific_journal-5564	163	11	1.0	1.0	NUM
american_scientific_journal-5564	163	12	and	and	CCONJ
american_scientific_journal-5564	163	13	the	the	DET
american_scientific_journal-5564	163	14	range	range	NOUN
american_scientific_journal-5564	163	15	varied	varied	ADJ
american_scientific_journal-5564	163	16	with	with	ADP
american_scientific_journal-5564	163	17	an	an	DET
american_scientific_journal-5564	163	18	increment	increment	NOUN
american_scientific_journal-5564	163	19	of	of	ADP
american_scientific_journal-5564	163	20	0.05	0.05	NUM
american_scientific_journal-5564	163	21	.	.	PUNCT
american_scientific_journal-5564	164	1	this	this	PRON
american_scientific_journal-5564	164	2	means	mean	VERB
american_scientific_journal-5564	164	3	that	that	SCONJ
american_scientific_journal-5564	164	4	19	19	NUM
american_scientific_journal-5564	164	5	models	model	NOUN
american_scientific_journal-5564	164	6	were	be	AUX
american_scientific_journal-5564	164	7	evaluated	evaluate	VERB
american_scientific_journal-5564	164	8	to	to	PART
american_scientific_journal-5564	164	9	find	find	VERB
american_scientific_journal-5564	164	10	one	one	NUM
american_scientific_journal-5564	164	11	best	good	ADJ
american_scientific_journal-5564	164	12	model	model	NOUN
american_scientific_journal-5564	164	13	for	for	ADP
american_scientific_journal-5564	164	14	predicting	predict	VERB
american_scientific_journal-5564	164	15	obc	obc	NOUN
american_scientific_journal-5564	164	16	of	of	ADP
american_scientific_journal-5564	164	17	asphaltic	asphaltic	ADJ
american_scientific_journal-5564	164	18	concrete	concrete	ADJ
american_scientific_journal-5564	164	19	mixtures	mixture	NOUN
american_scientific_journal-5564	164	20	.	.	PUNCT
american_scientific_journal-5564	165	1	among	among	ADP
american_scientific_journal-5564	165	2	the	the	DET
american_scientific_journal-5564	165	3	resulting	result	VERB
american_scientific_journal-5564	165	4	models	model	NOUN
american_scientific_journal-5564	165	5	,	,	PUNCT
american_scientific_journal-5564	165	6	only	only	ADV
american_scientific_journal-5564	165	7	one	one	NUM
american_scientific_journal-5564	165	8	rbf	rbf	PROPN
american_scientific_journal-5564	165	9	network	network	NOUN
american_scientific_journal-5564	165	10	with	with	ADP
american_scientific_journal-5564	165	11	the	the	DET
american_scientific_journal-5564	165	12	smallest	small	ADJ
american_scientific_journal-5564	165	13	rmse	rmse	NOUN
american_scientific_journal-5564	165	14	was	be	AUX
american_scientific_journal-5564	165	15	selected	select	VERB
american_scientific_journal-5564	165	16	as	as	ADP
american_scientific_journal-5564	165	17	the	the	DET
american_scientific_journal-5564	165	18	best	good	ADJ
american_scientific_journal-5564	165	19	model	model	NOUN
american_scientific_journal-5564	165	20	.	.	PUNCT
american_scientific_journal-5564	166	1	the	the	DET
american_scientific_journal-5564	166	2	best	good	ADJ
american_scientific_journal-5564	166	3	rmse	rmse	NOUN
american_scientific_journal-5564	166	4	initially	initially	ADV
american_scientific_journal-5564	166	5	decreases	decrease	VERB
american_scientific_journal-5564	166	6	and	and	CCONJ
american_scientific_journal-5564	166	7	then	then	ADV
american_scientific_journal-5564	166	8	increases	increase	VERB
american_scientific_journal-5564	166	9	with	with	ADP
american_scientific_journal-5564	166	10	increasing	increase	VERB
american_scientific_journal-5564	166	11	spread	spread	NOUN
american_scientific_journal-5564	166	12	.	.	PUNCT
american_scientific_journal-5564	167	1	one	one	NUM
american_scientific_journal-5564	167	2	optimal	optimal	ADJ
american_scientific_journal-5564	167	3	model	model	NOUN
american_scientific_journal-5564	167	4	achieved	achieve	VERB
american_scientific_journal-5564	167	5	at	at	ADP
american_scientific_journal-5564	167	6	spread	spread	NOUN
american_scientific_journal-5564	167	7	equal	equal	ADJ
american_scientific_journal-5564	167	8	0.35	0.35	NUM
american_scientific_journal-5564	167	9	has	have	VERB
american_scientific_journal-5564	167	10	the	the	DET
american_scientific_journal-5564	167	11	rmse	rmse	NOUN
american_scientific_journal-5564	167	12	of	of	ADP
american_scientific_journal-5564	167	13	about	about	ADV
american_scientific_journal-5564	167	14	0.155	0.155	NUM
american_scientific_journal-5564	167	15	for	for	ADP
american_scientific_journal-5564	167	16	training	training	NOUN
american_scientific_journal-5564	167	17	phase	phase	NOUN
american_scientific_journal-5564	167	18	(	(	PUNCT
american_scientific_journal-5564	167	19	see	see	VERB
american_scientific_journal-5564	167	20	table	table	NOUN
american_scientific_journal-5564	167	21	3	3	NUM
american_scientific_journal-5564	167	22	)	)	PUNCT
american_scientific_journal-5564	167	23	.	.	PUNCT
american_scientific_journal-5564	168	1	0	0	NUM
american_scientific_journal-5564	168	2	1	1	NUM
american_scientific_journal-5564	168	3	2	2	NUM
american_scientific_journal-5564	168	4	3	3	NUM
american_scientific_journal-5564	168	5	4	4	NUM
american_scientific_journal-5564	168	6	5	5	NUM
american_scientific_journal-5564	168	7	6	6	NUM
american_scientific_journal-5564	168	8	0	0	NUM
american_scientific_journal-5564	168	9	2	2	NUM
american_scientific_journal-5564	168	10	4	4	NUM
american_scientific_journal-5564	168	11	6	6	NUM
american_scientific_journal-5564	168	12	8	8	NUM
american_scientific_journal-5564	168	13	10	10	NUM
american_scientific_journal-5564	168	14	12	12	NUM
american_scientific_journal-5564	168	15	14	14	NUM
american_scientific_journal-5564	168	16	16	16	NUM
american_scientific_journal-5564	168	17	sample	sample	NOUN
american_scientific_journal-5564	169	1	o	o	NOUN
american_scientific_journal-5564	169	2	p	p	X
american_scientific_journal-5564	169	3	ti	ti	PROPN
american_scientific_journal-5564	169	4	m	m	NOUN
american_scientific_journal-5564	169	5	u	u	NOUN
american_scientific_journal-5564	169	6	m	m	NOUN
american_scientific_journal-5564	169	7	b	b	NOUN
american_scientific_journal-5564	169	8	it	it	PRON
american_scientific_journal-5564	169	9	u	u	NOUN
american_scientific_journal-5564	169	10	m	m	NOUN
american_scientific_journal-5564	169	11	e	e	NOUN
american_scientific_journal-5564	169	12	n	n	PROPN
american_scientific_journal-5564	169	13	c	c	NOUN
american_scientific_journal-5564	169	14	o	o	NOUN
american_scientific_journal-5564	169	15	n	n	X
american_scientific_journal-5564	169	16	te	te	PROPN
american_scientific_journal-5564	169	17	n	n	X
american_scientific_journal-5564	169	18	t	t	PROPN
american_scientific_journal-5564	169	19	(	(	PUNCT
american_scientific_journal-5564	169	20	%	%	NOUN
american_scientific_journal-5564	169	21	)	)	PUNCT
american_scientific_journal-5564	169	22	-10	-10	PUNCT
american_scientific_journal-5564	170	1	-8	-8	INTJ
american_scientific_journal-5564	171	1	-6	-6	INTJ
american_scientific_journal-5564	171	2	-4	-4	INTJ
american_scientific_journal-5564	172	1	-2	-2	NOUN
american_scientific_journal-5564	172	2	0	0	NUM
american_scientific_journal-5564	172	3	2	2	NUM
american_scientific_journal-5564	172	4	4	4	NUM
american_scientific_journal-5564	172	5	6	6	NUM
american_scientific_journal-5564	172	6	8	8	NUM
american_scientific_journal-5564	172	7	10	10	NUM
american_scientific_journal-5564	172	8	e	e	NOUN
american_scientific_journal-5564	172	9	rr	rr	NOUN
american_scientific_journal-5564	172	10	o	o	NOUN
american_scientific_journal-5564	172	11	r	r	NOUN
american_scientific_journal-5564	172	12	(	(	PUNCT
american_scientific_journal-5564	172	13	%	%	NOUN
american_scientific_journal-5564	172	14	)	)	PUNCT
american_scientific_journal-5564	172	15	actual	actual	ADJ
american_scientific_journal-5564	172	16	optimum	optimum	ADJ
american_scientific_journal-5564	172	17	bitumen	bituman	NOUN
american_scientific_journal-5564	172	18	content	content	NOUN
american_scientific_journal-5564	172	19	predicted	predict	VERB
american_scientific_journal-5564	172	20	optimum	optimum	ADJ
american_scientific_journal-5564	172	21	bitumen	bituman	NOUN
american_scientific_journal-5564	172	22	content	content	NOUN
american_scientific_journal-5564	172	23	error	error	NOUN
american_scientific_journal-5564	172	24	(	(	PUNCT
american_scientific_journal-5564	172	25	%	%	INTJ
american_scientific_journal-5564	172	26	)	)	PUNCT
american_scientific_journal-5564	172	27	american	american	PROPN
american_scientific_journal-5564	172	28	scientific	scientific	ADJ
american_scientific_journal-5564	172	29	research	research	NOUN
american_scientific_journal-5564	172	30	journal	journal	NOUN
american_scientific_journal-5564	172	31	for	for	ADP
american_scientific_journal-5564	172	32	engineering	engineering	NOUN
american_scientific_journal-5564	172	33	,	,	PUNCT
american_scientific_journal-5564	172	34	technology	technology	NOUN
american_scientific_journal-5564	172	35	,	,	PUNCT
american_scientific_journal-5564	172	36	and	and	CCONJ
american_scientific_journal-5564	172	37	sciences	science	NOUN
american_scientific_journal-5564	172	38	(	(	PUNCT
american_scientific_journal-5564	172	39	asrjets	asrjet	NOUN
american_scientific_journal-5564	172	40	)	)	PUNCT
american_scientific_journal-5564	172	41	(	(	PUNCT
american_scientific_journal-5564	172	42	2020	2020	NUM
american_scientific_journal-5564	172	43	)	)	PUNCT
american_scientific_journal-5564	172	44	volume	volume	NOUN
american_scientific_journal-5564	172	45	63	63	NUM
american_scientific_journal-5564	172	46	,	,	PUNCT
american_scientific_journal-5564	172	47	no	no	DET
american_scientific_journal-5564	172	48	1	1	NUM
american_scientific_journal-5564	172	49	,	,	PUNCT
american_scientific_journal-5564	172	50	pp	pp	ADV
american_scientific_journal-5564	172	51	180	180	NUM
american_scientific_journal-5564	172	52	-	-	SYM
american_scientific_journal-5564	172	53	192	192	NUM
american_scientific_journal-5564	172	54	190	190	NUM
american_scientific_journal-5564	172	55	a.	a.	NOUN
american_scientific_journal-5564	172	56	trained	train	VERB
american_scientific_journal-5564	172	57	data	data	PROPN
american_scientific_journal-5564	172	58	b.	b.	PROPN
american_scientific_journal-5564	172	59	tested	test	VERB
american_scientific_journal-5564	172	60	data	datum	NOUN
american_scientific_journal-5564	172	61	figure	figure	NOUN
american_scientific_journal-5564	172	62	5	5	NUM
american_scientific_journal-5564	172	63	:	:	PUNCT
american_scientific_journal-5564	172	64	scatter	scatter	NOUN
american_scientific_journal-5564	172	65	of	of	ADP
american_scientific_journal-5564	172	66	predicted	predict	VERB
american_scientific_journal-5564	172	67	and	and	CCONJ
american_scientific_journal-5564	172	68	experimental	experimental	ADJ
american_scientific_journal-5564	172	69	values	value	NOUN
american_scientific_journal-5564	172	70	of	of	ADP
american_scientific_journal-5564	172	71	obc	obc	NOUN
american_scientific_journal-5564	172	72	of	of	ADP
american_scientific_journal-5564	172	73	asphaltic	asphaltic	ADJ
american_scientific_journal-5564	172	74	concrete	concrete	ADJ
american_scientific_journal-5564	172	75	mixtures	mixture	NOUN
american_scientific_journal-5564	172	76	for	for	ADP
american_scientific_journal-5564	172	77	bpnn	bpnn	NOUN
american_scientific_journal-5564	172	78	(	(	PUNCT
american_scientific_journal-5564	172	79	3	3	NUM
american_scientific_journal-5564	172	80	-	-	SYM
american_scientific_journal-5564	172	81	8	8	NUM
american_scientific_journal-5564	172	82	-	-	PUNCT
american_scientific_journal-5564	172	83	4	4	NUM
american_scientific_journal-5564	172	84	-	-	PUNCT
american_scientific_journal-5564	172	85	1	1	NUM
american_scientific_journal-5564	172	86	)	)	PUNCT
american_scientific_journal-5564	172	87	model	model	NOUN
american_scientific_journal-5564	172	88	.	.	PUNCT
american_scientific_journal-5564	173	1	3.2	3.2	NUM
american_scientific_journal-5564	173	2	anfis	anfis	PROPN
american_scientific_journal-5564	173	3	model	model	NOUN
american_scientific_journal-5564	173	4	the	the	DET
american_scientific_journal-5564	173	5	other	other	ADJ
american_scientific_journal-5564	173	6	prediction	prediction	NOUN
american_scientific_journal-5564	173	7	model	model	NOUN
american_scientific_journal-5564	173	8	developed	develop	VERB
american_scientific_journal-5564	173	9	is	be	AUX
american_scientific_journal-5564	173	10	anfis	anfi	VERB
american_scientific_journal-5564	173	11	model	model	NOUN
american_scientific_journal-5564	173	12	.	.	PUNCT
american_scientific_journal-5564	174	1	for	for	ADP
american_scientific_journal-5564	174	2	anfis	anfis	PROPN
american_scientific_journal-5564	174	3	simulation	simulation	NOUN
american_scientific_journal-5564	174	4	,	,	PUNCT
american_scientific_journal-5564	174	5	the	the	DET
american_scientific_journal-5564	174	6	data	data	NOUN
american_scientific_journal-5564	174	7	sets	set	NOUN
american_scientific_journal-5564	174	8	were	be	AUX
american_scientific_journal-5564	174	9	divided	divide	VERB
american_scientific_journal-5564	174	10	into	into	ADP
american_scientific_journal-5564	174	11	three	three	NUM
american_scientific_journal-5564	174	12	groups	group	NOUN
american_scientific_journal-5564	174	13	.	.	PUNCT
american_scientific_journal-5564	175	1	the	the	DET
american_scientific_journal-5564	175	2	first	first	ADJ
american_scientific_journal-5564	175	3	one	one	NOUN
american_scientific_journal-5564	175	4	was	be	AUX
american_scientific_journal-5564	175	5	used	use	VERB
american_scientific_journal-5564	175	6	as	as	ADP
american_scientific_journal-5564	175	7	training	training	NOUN
american_scientific_journal-5564	175	8	data	datum	NOUN
american_scientific_journal-5564	175	9	,	,	PUNCT
american_scientific_journal-5564	175	10	the	the	DET
american_scientific_journal-5564	175	11	second	second	ADJ
american_scientific_journal-5564	175	12	one	one	NOUN
american_scientific_journal-5564	175	13	as	as	ADP
american_scientific_journal-5564	175	14	checking	check	VERB
american_scientific_journal-5564	175	15	data	datum	NOUN
american_scientific_journal-5564	175	16	,	,	PUNCT
american_scientific_journal-5564	175	17	and	and	CCONJ
american_scientific_journal-5564	175	18	the	the	DET
american_scientific_journal-5564	175	19	third	third	ADJ
american_scientific_journal-5564	175	20	one	one	NOUN
american_scientific_journal-5564	175	21	as	as	ADP
american_scientific_journal-5564	175	22	testing	test	VERB
american_scientific_journal-5564	175	23	data	datum	NOUN
american_scientific_journal-5564	175	24	.	.	PUNCT
american_scientific_journal-5564	176	1	the	the	DET
american_scientific_journal-5564	176	2	training	training	NOUN
american_scientific_journal-5564	176	3	and	and	CCONJ
american_scientific_journal-5564	176	4	checking	check	VERB
american_scientific_journal-5564	176	5	data	datum	NOUN
american_scientific_journal-5564	176	6	were	be	AUX
american_scientific_journal-5564	176	7	used	use	VERB
american_scientific_journal-5564	176	8	for	for	ADP
american_scientific_journal-5564	176	9	estimating	estimate	VERB
american_scientific_journal-5564	176	10	membership	membership	NOUN
american_scientific_journal-5564	176	11	function	function	NOUN
american_scientific_journal-5564	176	12	parameters	parameter	NOUN
american_scientific_journal-5564	176	13	and	and	CCONJ
american_scientific_journal-5564	176	14	controlling	control	VERB
american_scientific_journal-5564	176	15	the	the	DET
american_scientific_journal-5564	176	16	possibility	possibility	NOUN
american_scientific_journal-5564	176	17	of	of	ADP
american_scientific_journal-5564	176	18	falling	fall	VERB
american_scientific_journal-5564	176	19	model	model	NOUN
american_scientific_journal-5564	176	20	into	into	ADP
american_scientific_journal-5564	176	21	the	the	DET
american_scientific_journal-5564	176	22	over	over	ADP
american_scientific_journal-5564	176	23	fitting	fitting	ADJ
american_scientific_journal-5564	176	24	problem	problem	NOUN
american_scientific_journal-5564	176	25	,	,	PUNCT
american_scientific_journal-5564	176	26	respectively	respectively	ADV
american_scientific_journal-5564	176	27	.	.	PUNCT
american_scientific_journal-5564	177	1	after	after	ADP
american_scientific_journal-5564	177	2	developing	develop	VERB
american_scientific_journal-5564	177	3	those	those	DET
american_scientific_journal-5564	177	4	anfis	anfis	PROPN
american_scientific_journal-5564	177	5	models	model	NOUN
american_scientific_journal-5564	177	6	,	,	PUNCT
american_scientific_journal-5564	177	7	the	the	DET
american_scientific_journal-5564	177	8	testing	testing	NOUN
american_scientific_journal-5564	177	9	data	datum	NOUN
american_scientific_journal-5564	177	10	was	be	AUX
american_scientific_journal-5564	177	11	used	use	VERB
american_scientific_journal-5564	177	12	for	for	ADP
american_scientific_journal-5564	177	13	validating	validate	VERB
american_scientific_journal-5564	177	14	the	the	DET
american_scientific_journal-5564	177	15	developed	develop	VERB
american_scientific_journal-5564	177	16	anfis	anfis	ADJ
american_scientific_journal-5564	177	17	models	model	NOUN
american_scientific_journal-5564	177	18	.	.	PUNCT
american_scientific_journal-5564	178	1	since	since	SCONJ
american_scientific_journal-5564	178	2	it	it	PRON
american_scientific_journal-5564	178	3	is	be	AUX
american_scientific_journal-5564	178	4	important	important	ADJ
american_scientific_journal-5564	178	5	that	that	SCONJ
american_scientific_journal-5564	178	6	the	the	DET
american_scientific_journal-5564	178	7	anfis	anfis	PROPN
american_scientific_journal-5564	178	8	is	be	AUX
american_scientific_journal-5564	178	9	kept	keep	VERB
american_scientific_journal-5564	178	10	as	as	ADV
american_scientific_journal-5564	178	11	fast	fast	ADJ
american_scientific_journal-5564	178	12	and	and	CCONJ
american_scientific_journal-5564	178	13	efficient	efficient	ADJ
american_scientific_journal-5564	178	14	as	as	ADP
american_scientific_journal-5564	178	15	possible	possible	ADJ
american_scientific_journal-5564	178	16	,	,	PUNCT
american_scientific_journal-5564	178	17	a	a	DET
american_scientific_journal-5564	178	18	subtractive	subtractive	NOUN
american_scientific_journal-5564	178	19	clustering	clustering	NOUN
american_scientific_journal-5564	178	20	method	method	NOUN
american_scientific_journal-5564	178	21	(	(	PUNCT
american_scientific_journal-5564	178	22	chiu	chiu	PROPN
american_scientific_journal-5564	178	23	,	,	PUNCT
american_scientific_journal-5564	178	24	1994	1994	NUM
american_scientific_journal-5564	178	25	)	)	PUNCT
american_scientific_journal-5564	178	26	was	be	AUX
american_scientific_journal-5564	178	27	used	use	VERB
american_scientific_journal-5564	178	28	to	to	PART
american_scientific_journal-5564	178	29	estimate	estimate	VERB
american_scientific_journal-5564	178	30	the	the	DET
american_scientific_journal-5564	178	31	number	number	NOUN
american_scientific_journal-5564	178	32	of	of	ADP
american_scientific_journal-5564	178	33	clusters	cluster	NOUN
american_scientific_journal-5564	178	34	and	and	CCONJ
american_scientific_journal-5564	178	35	cluster	cluster	NOUN
american_scientific_journal-5564	178	36	centers	center	NOUN
american_scientific_journal-5564	178	37	in	in	ADP
american_scientific_journal-5564	178	38	the	the	DET
american_scientific_journal-5564	178	39	data	datum	NOUN
american_scientific_journal-5564	178	40	set	set	VERB
american_scientific_journal-5564	178	41	including	include	VERB
american_scientific_journal-5564	178	42	percentage	percentage	NOUN
american_scientific_journal-5564	178	43	coarse	coarse	NOUN
american_scientific_journal-5564	178	44	aggregate	aggregate	NOUN
american_scientific_journal-5564	178	45	,	,	PUNCT
american_scientific_journal-5564	178	46	percentage	percentage	NOUN
american_scientific_journal-5564	178	47	of	of	ADP
american_scientific_journal-5564	178	48	fine	fine	ADJ
american_scientific_journal-5564	178	49	aggregate	aggregate	NOUN
american_scientific_journal-5564	178	50	,	,	PUNCT
american_scientific_journal-5564	178	51	percentage	percentage	NOUN
american_scientific_journal-5564	178	52	of	of	ADP
american_scientific_journal-5564	178	53	filler	filler	NOUN
american_scientific_journal-5564	178	54	and	and	CCONJ
american_scientific_journal-5564	178	55	the	the	DET
american_scientific_journal-5564	178	56	percentage	percentage	NOUN
american_scientific_journal-5564	178	57	of	of	ADP
american_scientific_journal-5564	178	58	obc	obc	NOUN
american_scientific_journal-5564	178	59	.	.	PUNCT
american_scientific_journal-5564	179	1	this	this	PRON
american_scientific_journal-5564	179	2	helps	help	VERB
american_scientific_journal-5564	179	3	find	find	VERB
american_scientific_journal-5564	179	4	an	an	DET
american_scientific_journal-5564	179	5	initial	initial	ADJ
american_scientific_journal-5564	179	6	fis	fis	NOUN
american_scientific_journal-5564	179	7	in	in	ADP
american_scientific_journal-5564	179	8	r	r	NOUN
american_scientific_journal-5564	179	9	2	2	NUM
american_scientific_journal-5564	179	10	=	=	SYM
american_scientific_journal-5564	179	11	0.9791	0.9791	NUM
american_scientific_journal-5564	179	12	3	3	NUM
american_scientific_journal-5564	179	13	3.5	3.5	NUM
american_scientific_journal-5564	179	14	4	4	NUM
american_scientific_journal-5564	179	15	4.5	4.5	NUM
american_scientific_journal-5564	179	16	5	5	NUM
american_scientific_journal-5564	179	17	5.5	5.5	NUM
american_scientific_journal-5564	179	18	3	3	NUM
american_scientific_journal-5564	179	19	3.5	3.5	NUM
american_scientific_journal-5564	179	20	4	4	NUM
american_scientific_journal-5564	179	21	4.5	4.5	NUM
american_scientific_journal-5564	179	22	5	5	NUM
american_scientific_journal-5564	179	23	5.5	5.5	NUM
american_scientific_journal-5564	179	24	actual	actual	ADJ
american_scientific_journal-5564	179	25	optimum	optimum	ADJ
american_scientific_journal-5564	179	26	bitumen	bituman	NOUN
american_scientific_journal-5564	179	27	content	content	NOUN
american_scientific_journal-5564	179	28	(	(	PUNCT
american_scientific_journal-5564	179	29	%	%	INTJ
american_scientific_journal-5564	179	30	)	)	PUNCT
american_scientific_journal-5564	180	1	p	p	X
american_scientific_journal-5564	180	2	re	re	ADP
american_scientific_journal-5564	180	3	d	d	NOUN
american_scientific_journal-5564	180	4	ic	ic	X
american_scientific_journal-5564	180	5	te	te	PROPN
american_scientific_journal-5564	180	6	d	d	X
american_scientific_journal-5564	180	7	o	o	X
american_scientific_journal-5564	180	8	p	p	X
american_scientific_journal-5564	180	9	ti	ti	NOUN
american_scientific_journal-5564	180	10	m	m	NOUN
american_scientific_journal-5564	180	11	u	u	NOUN
american_scientific_journal-5564	180	12	m	m	NOUN
american_scientific_journal-5564	180	13	b	b	NOUN
american_scientific_journal-5564	180	14	it	it	PRON
american_scientific_journal-5564	180	15	u	u	NOUN
american_scientific_journal-5564	180	16	m	m	NOUN
american_scientific_journal-5564	180	17	e	e	NOUN
american_scientific_journal-5564	180	18	n	n	PROPN
american_scientific_journal-5564	180	19	c	c	NOUN
american_scientific_journal-5564	180	20	o	o	NOUN
american_scientific_journal-5564	180	21	n	n	X
american_scientific_journal-5564	180	22	te	te	PROPN
american_scientific_journal-5564	180	23	n	n	X
american_scientific_journal-5564	180	24	t	t	PROPN
american_scientific_journal-5564	180	25	(	(	PUNCT
american_scientific_journal-5564	180	26	%	%	NOUN
american_scientific_journal-5564	180	27	)	)	PUNCT
american_scientific_journal-5564	180	28	r	r	NOUN
american_scientific_journal-5564	180	29	2	2	NUM
american_scientific_journal-5564	180	30	=	=	SYM
american_scientific_journal-5564	180	31	0.9845	0.9845	NUM
american_scientific_journal-5564	180	32	3	3	NUM
american_scientific_journal-5564	180	33	3.5	3.5	NUM
american_scientific_journal-5564	180	34	4	4	NUM
american_scientific_journal-5564	180	35	4.5	4.5	NUM
american_scientific_journal-5564	180	36	5	5	NUM
american_scientific_journal-5564	180	37	5.5	5.5	NUM
american_scientific_journal-5564	180	38	3	3	NUM
american_scientific_journal-5564	180	39	3.5	3.5	NUM
american_scientific_journal-5564	180	40	4	4	NUM
american_scientific_journal-5564	180	41	4.5	4.5	NUM
american_scientific_journal-5564	180	42	5	5	NUM
american_scientific_journal-5564	180	43	5.5	5.5	NUM
american_scientific_journal-5564	180	44	actual	actual	ADJ
american_scientific_journal-5564	180	45	optimum	optimum	ADJ
american_scientific_journal-5564	180	46	bitumen	bituman	NOUN
american_scientific_journal-5564	180	47	content	content	NOUN
american_scientific_journal-5564	180	48	(	(	PUNCT
american_scientific_journal-5564	180	49	%	%	INTJ
american_scientific_journal-5564	180	50	)	)	PUNCT
american_scientific_journal-5564	181	1	p	p	X
american_scientific_journal-5564	181	2	re	re	ADP
american_scientific_journal-5564	181	3	d	d	NOUN
american_scientific_journal-5564	181	4	ic	ic	X
american_scientific_journal-5564	181	5	te	te	PROPN
american_scientific_journal-5564	181	6	d	d	X
american_scientific_journal-5564	181	7	o	o	X
american_scientific_journal-5564	181	8	p	p	X
american_scientific_journal-5564	181	9	ti	ti	NOUN
american_scientific_journal-5564	181	10	m	m	NOUN
american_scientific_journal-5564	181	11	u	u	NOUN
american_scientific_journal-5564	181	12	m	m	NOUN
american_scientific_journal-5564	181	13	b	b	NOUN
american_scientific_journal-5564	181	14	it	it	PRON
american_scientific_journal-5564	181	15	u	u	NOUN
american_scientific_journal-5564	181	16	m	m	NOUN
american_scientific_journal-5564	181	17	e	e	NOUN
american_scientific_journal-5564	181	18	n	n	PROPN
american_scientific_journal-5564	181	19	c	c	NOUN
american_scientific_journal-5564	181	20	o	o	NOUN
american_scientific_journal-5564	181	21	n	n	X
american_scientific_journal-5564	181	22	te	te	PROPN
american_scientific_journal-5564	181	23	n	n	X
american_scientific_journal-5564	181	24	t	t	PROPN
american_scientific_journal-5564	181	25	(	(	PUNCT
american_scientific_journal-5564	181	26	%	%	NOUN
american_scientific_journal-5564	181	27	)	)	PUNCT
american_scientific_journal-5564	181	28	american	american	ADJ
american_scientific_journal-5564	181	29	scientific	scientific	ADJ
american_scientific_journal-5564	181	30	research	research	NOUN
american_scientific_journal-5564	181	31	journal	journal	NOUN
american_scientific_journal-5564	181	32	for	for	ADP
american_scientific_journal-5564	181	33	engineering	engineering	NOUN
american_scientific_journal-5564	181	34	,	,	PUNCT
american_scientific_journal-5564	181	35	technology	technology	NOUN
american_scientific_journal-5564	181	36	,	,	PUNCT
american_scientific_journal-5564	181	37	and	and	CCONJ
american_scientific_journal-5564	181	38	sciences	science	NOUN
american_scientific_journal-5564	181	39	(	(	PUNCT
american_scientific_journal-5564	181	40	asrjets	asrjet	NOUN
american_scientific_journal-5564	181	41	)	)	PUNCT
american_scientific_journal-5564	181	42	(	(	PUNCT
american_scientific_journal-5564	181	43	2020	2020	NUM
american_scientific_journal-5564	181	44	)	)	PUNCT
american_scientific_journal-5564	181	45	volume	volume	NOUN
american_scientific_journal-5564	181	46	63	63	NUM
american_scientific_journal-5564	181	47	,	,	PUNCT
american_scientific_journal-5564	181	48	no	no	DET
american_scientific_journal-5564	181	49	1	1	NUM
american_scientific_journal-5564	181	50	,	,	PUNCT
american_scientific_journal-5564	181	51	pp	pp	ADV
american_scientific_journal-5564	181	52	180	180	NUM
american_scientific_journal-5564	181	53	-	-	SYM
american_scientific_journal-5564	181	54	192	192	NUM
american_scientific_journal-5564	181	55	191	191	NUM
american_scientific_journal-5564	181	56	which	which	PRON
american_scientific_journal-5564	181	57	the	the	DET
american_scientific_journal-5564	181	58	number	number	NOUN
american_scientific_journal-5564	181	59	of	of	ADP
american_scientific_journal-5564	181	60	fuzzy	fuzzy	ADJ
american_scientific_journal-5564	181	61	rules	rule	NOUN
american_scientific_journal-5564	181	62	is	be	AUX
american_scientific_journal-5564	181	63	manageable	manageable	ADJ
american_scientific_journal-5564	181	64	.	.	PUNCT
american_scientific_journal-5564	182	1	subsequently	subsequently	ADV
american_scientific_journal-5564	182	2	anfis	anfis	PROPN
american_scientific_journal-5564	182	3	was	be	AUX
american_scientific_journal-5564	182	4	used	use	VERB
american_scientific_journal-5564	182	5	to	to	PART
american_scientific_journal-5564	182	6	tune	tune	VERB
american_scientific_journal-5564	182	7	this	this	DET
american_scientific_journal-5564	182	8	initial	initial	ADJ
american_scientific_journal-5564	182	9	fis	fis	PROPN
american_scientific_journal-5564	182	10	.	.	PUNCT
american_scientific_journal-5564	183	1	the	the	DET
american_scientific_journal-5564	183	2	anfis	anfis	PROPN
american_scientific_journal-5564	183	3	model	model	NOUN
american_scientific_journal-5564	183	4	was	be	AUX
american_scientific_journal-5564	183	5	used	use	VERB
american_scientific_journal-5564	183	6	to	to	PART
american_scientific_journal-5564	183	7	predict	predict	VERB
american_scientific_journal-5564	183	8	the	the	DET
american_scientific_journal-5564	183	9	obc	obc	NOUN
american_scientific_journal-5564	183	10	)	)	PUNCT
american_scientific_journal-5564	183	11	of	of	ADP
american_scientific_journal-5564	183	12	asphaltic	asphaltic	ADJ
american_scientific_journal-5564	183	13	concrete	concrete	ADJ
american_scientific_journal-5564	183	14	mixtures	mixture	NOUN
american_scientific_journal-5564	183	15	.	.	PUNCT
american_scientific_journal-5564	184	1	these	these	PRON
american_scientific_journal-5564	184	2	predicted	predict	VERB
american_scientific_journal-5564	184	3	values	value	NOUN
american_scientific_journal-5564	184	4	were	be	AUX
american_scientific_journal-5564	184	5	compared	compare	VERB
american_scientific_journal-5564	184	6	with	with	ADP
american_scientific_journal-5564	184	7	the	the	DET
american_scientific_journal-5564	184	8	experimental	experimental	ADJ
american_scientific_journal-5564	184	9	data	datum	NOUN
american_scientific_journal-5564	184	10	to	to	PART
american_scientific_journal-5564	184	11	see	see	VERB
american_scientific_journal-5564	184	12	how	how	SCONJ
american_scientific_journal-5564	184	13	well	well	ADV
american_scientific_journal-5564	184	14	the	the	DET
american_scientific_journal-5564	184	15	anfis	anfis	ADJ
american_scientific_journal-5564	184	16	model	model	NOUN
american_scientific_journal-5564	184	17	performs	perform	VERB
american_scientific_journal-5564	184	18	.	.	PUNCT
american_scientific_journal-5564	185	1	figure	figure	NOUN
american_scientific_journal-5564	185	2	6	6	NUM
american_scientific_journal-5564	185	3	shows	show	VERB
american_scientific_journal-5564	185	4	the	the	DET
american_scientific_journal-5564	185	5	scatter	scatter	NOUN
american_scientific_journal-5564	185	6	diagram	diagram	NOUN
american_scientific_journal-5564	185	7	of	of	ADP
american_scientific_journal-5564	185	8	predicted	predict	VERB
american_scientific_journal-5564	185	9	and	and	CCONJ
american_scientific_journal-5564	185	10	experimental	experimental	ADJ
american_scientific_journal-5564	185	11	values	value	NOUN
american_scientific_journal-5564	185	12	of	of	ADP
american_scientific_journal-5564	185	13	optimum	optimum	ADJ
american_scientific_journal-5564	185	14	bitumen	bituman	NOUN
american_scientific_journal-5564	185	15	content	content	NOUN
american_scientific_journal-5564	185	16	for	for	ADP
american_scientific_journal-5564	185	17	trained	train	VERB
american_scientific_journal-5564	185	18	,	,	PUNCT
american_scientific_journal-5564	185	19	checked	check	VERB
american_scientific_journal-5564	185	20	,	,	PUNCT
american_scientific_journal-5564	185	21	and	and	CCONJ
american_scientific_journal-5564	185	22	tested	test	VERB
american_scientific_journal-5564	185	23	instances	instance	NOUN
american_scientific_journal-5564	185	24	.	.	PUNCT
american_scientific_journal-5564	186	1	as	as	SCONJ
american_scientific_journal-5564	186	2	can	can	AUX
american_scientific_journal-5564	186	3	be	be	AUX
american_scientific_journal-5564	186	4	seen	see	VERB
american_scientific_journal-5564	186	5	from	from	ADP
american_scientific_journal-5564	186	6	figure	figure	NOUN
american_scientific_journal-5564	186	7	,	,	PUNCT
american_scientific_journal-5564	186	8	anfis	anfis	PROPN
american_scientific_journal-5564	186	9	has	have	AUX
american_scientific_journal-5564	186	10	performed	perform	VERB
american_scientific_journal-5564	186	11	quite	quite	ADV
american_scientific_journal-5564	186	12	well	well	ADV
american_scientific_journal-5564	186	13	in	in	ADP
american_scientific_journal-5564	186	14	predicting	predict	VERB
american_scientific_journal-5564	186	15	the	the	DET
american_scientific_journal-5564	186	16	obc	obc	ADJ
american_scientific_journal-5564	186	17	asphaltic	asphaltic	ADJ
american_scientific_journal-5564	186	18	concrete	concrete	ADJ
american_scientific_journal-5564	186	19	mixtures	mixture	NOUN
american_scientific_journal-5564	186	20	.	.	PUNCT
american_scientific_journal-5564	187	1	for	for	ADP
american_scientific_journal-5564	187	2	trained	train	VERB
american_scientific_journal-5564	187	3	data	datum	NOUN
american_scientific_journal-5564	187	4	,	,	PUNCT
american_scientific_journal-5564	187	5	it	it	PRON
american_scientific_journal-5564	187	6	can	can	AUX
american_scientific_journal-5564	187	7	be	be	AUX
american_scientific_journal-5564	187	8	observed	observe	VERB
american_scientific_journal-5564	187	9	that	that	SCONJ
american_scientific_journal-5564	187	10	a	a	DET
american_scientific_journal-5564	187	11	maximum	maximum	ADJ
american_scientific_journal-5564	187	12	absolute	absolute	ADJ
american_scientific_journal-5564	187	13	error	error	NOUN
american_scientific_journal-5564	187	14	of	of	ADP
american_scientific_journal-5564	187	15	2.97	2.97	NUM
american_scientific_journal-5564	187	16	%	%	NOUN
american_scientific_journal-5564	187	17	,	,	PUNCT
american_scientific_journal-5564	187	18	a	a	DET
american_scientific_journal-5564	187	19	minimum	minimum	ADJ
american_scientific_journal-5564	187	20	absolute	absolute	ADJ
american_scientific_journal-5564	187	21	error	error	NOUN
american_scientific_journal-5564	187	22	of	of	ADP
american_scientific_journal-5564	187	23	0.098	0.098	NUM
american_scientific_journal-5564	187	24	%	%	NOUN
american_scientific_journal-5564	187	25	and	and	CCONJ
american_scientific_journal-5564	187	26	the	the	DET
american_scientific_journal-5564	187	27	average	average	ADJ
american_scientific_journal-5564	187	28	absolute	absolute	ADJ
american_scientific_journal-5564	187	29	error	error	NOUN
american_scientific_journal-5564	187	30	of	of	ADP
american_scientific_journal-5564	187	31	1.56	1.56	NUM
american_scientific_journal-5564	187	32	%	%	NOUN
american_scientific_journal-5564	187	33	were	be	AUX
american_scientific_journal-5564	187	34	obtained	obtain	VERB
american_scientific_journal-5564	187	35	for	for	ADP
american_scientific_journal-5564	187	36	obc	obc	PROPN
american_scientific_journal-5564	187	37	prediction	prediction	NOUN
american_scientific_journal-5564	187	38	.	.	PUNCT
american_scientific_journal-5564	188	1	also	also	ADV
american_scientific_journal-5564	188	2	,	,	PUNCT
american_scientific_journal-5564	188	3	for	for	ADP
american_scientific_journal-5564	188	4	tested	test	VERB
american_scientific_journal-5564	188	5	data	datum	NOUN
american_scientific_journal-5564	188	6	,	,	PUNCT
american_scientific_journal-5564	188	7	it	it	PRON
american_scientific_journal-5564	188	8	can	can	AUX
american_scientific_journal-5564	188	9	be	be	AUX
american_scientific_journal-5564	188	10	observed	observe	VERB
american_scientific_journal-5564	188	11	that	that	SCONJ
american_scientific_journal-5564	188	12	a	a	DET
american_scientific_journal-5564	188	13	maximum	maximum	ADJ
american_scientific_journal-5564	188	14	absolute	absolute	ADJ
american_scientific_journal-5564	188	15	error	error	NOUN
american_scientific_journal-5564	188	16	of	of	ADP
american_scientific_journal-5564	188	17	1.95	1.95	NUM
american_scientific_journal-5564	188	18	%	%	NOUN
american_scientific_journal-5564	188	19	,	,	PUNCT
american_scientific_journal-5564	188	20	a	a	DET
american_scientific_journal-5564	188	21	minimum	minimum	ADJ
american_scientific_journal-5564	188	22	absolute	absolute	ADJ
american_scientific_journal-5564	188	23	error	error	NOUN
american_scientific_journal-5564	188	24	of	of	ADP
american_scientific_journal-5564	188	25	0.06	0.06	NUM
american_scientific_journal-5564	188	26	%	%	NOUN
american_scientific_journal-5564	188	27	and	and	CCONJ
american_scientific_journal-5564	188	28	the	the	DET
american_scientific_journal-5564	188	29	average	average	ADJ
american_scientific_journal-5564	188	30	absolute	absolute	ADJ
american_scientific_journal-5564	188	31	error	error	NOUN
american_scientific_journal-5564	188	32	of	of	ADP
american_scientific_journal-5564	188	33	1.13	1.13	NUM
american_scientific_journal-5564	188	34	%	%	NOUN
american_scientific_journal-5564	188	35	were	be	AUX
american_scientific_journal-5564	188	36	obtained	obtain	VERB
american_scientific_journal-5564	188	37	for	for	ADP
american_scientific_journal-5564	188	38	o	o	PROPN
american_scientific_journal-5564	188	39	bc	bc	PROPN
american_scientific_journal-5564	188	40	prediction	prediction	NOUN
american_scientific_journal-5564	188	41	.	.	PUNCT
american_scientific_journal-5564	189	1	the	the	DET
american_scientific_journal-5564	189	2	correlation	correlation	NOUN
american_scientific_journal-5564	189	3	coefficients	coefficient	NOUN
american_scientific_journal-5564	189	4	of	of	ADP
american_scientific_journal-5564	189	5	0.976	0.976	NUM
american_scientific_journal-5564	189	6	and	and	CCONJ
american_scientific_journal-5564	189	7	0.99	0.99	NUM
american_scientific_journal-5564	189	8	were	be	AUX
american_scientific_journal-5564	189	9	obtained	obtain	VERB
american_scientific_journal-5564	189	10	for	for	ADP
american_scientific_journal-5564	189	11	the	the	DET
american_scientific_journal-5564	189	12	testing	testing	NOUN
american_scientific_journal-5564	189	13	data	datum	NOUN
american_scientific_journal-5564	189	14	of	of	ADP
american_scientific_journal-5564	189	15	optimum	optimum	ADJ
american_scientific_journal-5564	189	16	bitumen	bituman	NOUN
american_scientific_journal-5564	189	17	content	content	NOUN
american_scientific_journal-5564	189	18	prediction	prediction	NOUN
american_scientific_journal-5564	189	19	.	.	PUNCT
american_scientific_journal-5564	190	1	results	result	NOUN
american_scientific_journal-5564	190	2	of	of	ADP
american_scientific_journal-5564	190	3	the	the	DET
american_scientific_journal-5564	190	4	testing	testing	NOUN
american_scientific_journal-5564	190	5	of	of	ADP
american_scientific_journal-5564	190	6	anfis	anfis	PROPN
american_scientific_journal-5564	190	7	were	be	AUX
american_scientific_journal-5564	190	8	indicated	indicate	VERB
american_scientific_journal-5564	190	9	almost	almost	ADV
american_scientific_journal-5564	190	10	same	same	ADJ
american_scientific_journal-5564	190	11	performance	performance	NOUN
american_scientific_journal-5564	190	12	of	of	ADP
american_scientific_journal-5564	190	13	the	the	DET
american_scientific_journal-5564	190	14	bpnn	bpnn	NOUN
american_scientific_journal-5564	190	15	(	(	PUNCT
american_scientific_journal-5564	190	16	3	3	NUM
american_scientific_journal-5564	190	17	-	-	SYM
american_scientific_journal-5564	190	18	8	8	NUM
american_scientific_journal-5564	190	19	-	-	PUNCT
american_scientific_journal-5564	190	20	4	4	NUM
american_scientific_journal-5564	190	21	-	-	PUNCT
american_scientific_journal-5564	190	22	1	1	NUM
american_scientific_journal-5564	190	23	)	)	PUNCT
american_scientific_journal-5564	190	24	model	model	NOUN
american_scientific_journal-5564	190	25	.	.	PUNCT
american_scientific_journal-5564	191	1	figure	figure	VERB
american_scientific_journal-5564	191	2	6	6	NUM
american_scientific_journal-5564	191	3	:	:	PUNCT
american_scientific_journal-5564	191	4	scatter	scatter	NOUN
american_scientific_journal-5564	191	5	of	of	ADP
american_scientific_journal-5564	191	6	predicted	predict	VERB
american_scientific_journal-5564	191	7	and	and	CCONJ
american_scientific_journal-5564	191	8	experimental	experimental	ADJ
american_scientific_journal-5564	191	9	values	value	NOUN
american_scientific_journal-5564	191	10	of	of	ADP
american_scientific_journal-5564	191	11	obc	obc	NOUN
american_scientific_journal-5564	191	12	of	of	ADP
american_scientific_journal-5564	191	13	asphaltic	asphaltic	ADJ
american_scientific_journal-5564	191	14	concrete	concrete	ADJ
american_scientific_journal-5564	191	15	mixtures	mixture	NOUN
american_scientific_journal-5564	191	16	for	for	ADP
american_scientific_journal-5564	191	17	anfis	anfis	ADJ
american_scientific_journal-5564	191	18	model	model	NOUN
american_scientific_journal-5564	191	19	.	.	PUNCT
american_scientific_journal-5564	192	1	4	4	X
american_scientific_journal-5564	192	2	.	.	X
american_scientific_journal-5564	192	3	conclusions	conclusion	NOUN
american_scientific_journal-5564	192	4	the	the	DET
american_scientific_journal-5564	192	5	following	follow	VERB
american_scientific_journal-5564	192	6	major	major	ADJ
american_scientific_journal-5564	192	7	conclusions	conclusion	NOUN
american_scientific_journal-5564	192	8	can	can	AUX
american_scientific_journal-5564	192	9	be	be	AUX
american_scientific_journal-5564	192	10	drawn	draw	VERB
american_scientific_journal-5564	192	11	from	from	ADP
american_scientific_journal-5564	192	12	this	this	DET
american_scientific_journal-5564	192	13	investigation	investigation	NOUN
american_scientific_journal-5564	192	14	:	:	PUNCT
american_scientific_journal-5564	192	15	i.	i.	NOUN
american_scientific_journal-5564	192	16	with	with	ADP
american_scientific_journal-5564	192	17	the	the	DET
american_scientific_journal-5564	192	18	available	available	ADJ
american_scientific_journal-5564	192	19	information	information	NOUN
american_scientific_journal-5564	192	20	,	,	PUNCT
american_scientific_journal-5564	192	21	the	the	DET
american_scientific_journal-5564	192	22	four	four	NUM
american_scientific_journal-5564	192	23	layers	layer	NOUN
american_scientific_journal-5564	192	24	bp	bp	PROPN
american_scientific_journal-5564	192	25	network	network	NOUN
american_scientific_journal-5564	192	26	with	with	ADP
american_scientific_journal-5564	192	27	a	a	DET
american_scientific_journal-5564	192	28	2:1	2:1	NUM
american_scientific_journal-5564	192	29	neuron	neuron	PROPN
american_scientific_journal-5564	192	30	ratio	ratio	NOUN
american_scientific_journal-5564	192	31	between	between	ADP
american_scientific_journal-5564	192	32	the	the	DET
american_scientific_journal-5564	192	33	first	first	ADJ
american_scientific_journal-5564	192	34	hidden	hide	VERB
american_scientific_journal-5564	192	35	layer	layer	NOUN
american_scientific_journal-5564	192	36	and	and	CCONJ
american_scientific_journal-5564	192	37	the	the	DET
american_scientific_journal-5564	192	38	second	second	ADJ
american_scientific_journal-5564	192	39	hidden	hide	VERB
american_scientific_journal-5564	192	40	layer	layer	NOUN
american_scientific_journal-5564	192	41	produced	produce	VERB
american_scientific_journal-5564	192	42	better	well	ADJ
american_scientific_journal-5564	192	43	prediction	prediction	NOUN
american_scientific_journal-5564	192	44	performance	performance	NOUN
american_scientific_journal-5564	192	45	efficiencies	efficiency	NOUN
american_scientific_journal-5564	192	46	with	with	ADP
american_scientific_journal-5564	192	47	an	an	DET
american_scientific_journal-5564	192	48	accuracy	accuracy	NOUN
american_scientific_journal-5564	192	49	of	of	ADP
american_scientific_journal-5564	192	50	96.37	96.37	NUM
american_scientific_journal-5564	192	51	%	%	NOUN
american_scientific_journal-5564	192	52	.	.	PUNCT
american_scientific_journal-5564	193	1	the	the	DET
american_scientific_journal-5564	193	2	prediction	prediction	NOUN
american_scientific_journal-5564	193	3	model	model	NOUN
american_scientific_journal-5564	193	4	was	be	AUX
american_scientific_journal-5564	193	5	fairly	fairly	ADV
american_scientific_journal-5564	193	6	close	close	ADJ
american_scientific_journal-5564	193	7	to	to	ADP
american_scientific_journal-5564	193	8	the	the	DET
american_scientific_journal-5564	193	9	corresponding	corresponding	ADJ
american_scientific_journal-5564	193	10	actual	actual	ADJ
american_scientific_journal-5564	193	11	values	value	NOUN
american_scientific_journal-5564	193	12	of	of	ADP
american_scientific_journal-5564	193	13	optimum	optimum	ADJ
american_scientific_journal-5564	193	14	bitumen	bituman	NOUN
american_scientific_journal-5564	193	15	content	content	NOUN
american_scientific_journal-5564	193	16	with	with	ADP
american_scientific_journal-5564	193	17	the	the	DET
american_scientific_journal-5564	193	18	average	average	ADJ
american_scientific_journal-5564	193	19	error	error	NOUN
american_scientific_journal-5564	193	20	of	of	ADP
american_scientific_journal-5564	193	21	1.1854	1.1854	NUM
american_scientific_journal-5564	193	22	%	%	NOUN
american_scientific_journal-5564	193	23	and	and	CCONJ
american_scientific_journal-5564	193	24	1.01	1.01	NUM
american_scientific_journal-5564	193	25	%	%	NOUN
american_scientific_journal-5564	193	26	for	for	ADP
american_scientific_journal-5564	193	27	trained	train	VERB
american_scientific_journal-5564	193	28	and	and	CCONJ
american_scientific_journal-5564	193	29	tested	test	VERB
american_scientific_journal-5564	193	30	data	datum	NOUN
american_scientific_journal-5564	193	31	respectively	respectively	ADV
american_scientific_journal-5564	193	32	.	.	PUNCT
american_scientific_journal-5564	194	1	the	the	DET
american_scientific_journal-5564	194	2	correlation	correlation	NOUN
american_scientific_journal-5564	194	3	coefficients	coefficient	NOUN
american_scientific_journal-5564	194	4	of	of	ADP
american_scientific_journal-5564	194	5	0.989	0.989	NUM
american_scientific_journal-5564	194	6	and	and	CCONJ
american_scientific_journal-5564	194	7	0.992	0.992	NUM
american_scientific_journal-5564	194	8	were	be	AUX
american_scientific_journal-5564	194	9	obtained	obtain	VERB
american_scientific_journal-5564	194	10	for	for	ADP
american_scientific_journal-5564	194	11	the	the	DET
american_scientific_journal-5564	194	12	training	training	NOUN
american_scientific_journal-5564	194	13	and	and	CCONJ
american_scientific_journal-5564	194	14	testing	testing	NOUN
american_scientific_journal-5564	194	15	data	datum	NOUN
american_scientific_journal-5564	194	16	for	for	ADP
american_scientific_journal-5564	194	17	prediction	prediction	NOUN
american_scientific_journal-5564	194	18	of	of	ADP
american_scientific_journal-5564	194	19	the	the	DET
american_scientific_journal-5564	194	20	boc	boc	NOUN
american_scientific_journal-5564	194	21	of	of	ADP
american_scientific_journal-5564	194	22	asphaltic	asphaltic	ADJ
american_scientific_journal-5564	194	23	concrete	concrete	ADJ
american_scientific_journal-5564	194	24	mixtures	mixture	NOUN
american_scientific_journal-5564	194	25	.	.	PUNCT
american_scientific_journal-5564	195	1	ii	ii	PROPN
american_scientific_journal-5564	195	2	.	.	PUNCT
american_scientific_journal-5564	196	1	transportation	transportation	NOUN
american_scientific_journal-5564	196	2	and	and	CCONJ
american_scientific_journal-5564	196	3	highway	highway	NOUN
american_scientific_journal-5564	196	4	engineers	engineer	NOUN
american_scientific_journal-5564	196	5	may	may	AUX
american_scientific_journal-5564	196	6	use	use	VERB
american_scientific_journal-5564	196	7	the	the	DET
american_scientific_journal-5564	196	8	four	four	NUM
american_scientific_journal-5564	196	9	-	-	PUNCT
american_scientific_journal-5564	196	10	layer	layer	NOUN
american_scientific_journal-5564	196	11	bpnn	bpnn	NOUN
american_scientific_journal-5564	196	12	(	(	PUNCT
american_scientific_journal-5564	196	13	3	3	NUM
american_scientific_journal-5564	196	14	-	-	SYM
american_scientific_journal-5564	196	15	8	8	NUM
american_scientific_journal-5564	196	16	-	-	PUNCT
american_scientific_journal-5564	196	17	4	4	NUM
american_scientific_journal-5564	196	18	-	-	PUNCT
american_scientific_journal-5564	196	19	1	1	NUM
american_scientific_journal-5564	196	20	)	)	PUNCT
american_scientific_journal-5564	196	21	model	model	NOUN
american_scientific_journal-5564	196	22	to	to	PART
american_scientific_journal-5564	196	23	predict	predict	VERB
american_scientific_journal-5564	196	24	the	the	DET
american_scientific_journal-5564	196	25	optimum	optimum	ADJ
american_scientific_journal-5564	196	26	bitumen	bituman	NOUN
american_scientific_journal-5564	196	27	content	content	NOUN
american_scientific_journal-5564	196	28	of	of	ADP
american_scientific_journal-5564	196	29	asphaltic	asphaltic	ADJ
american_scientific_journal-5564	196	30	concrete	concrete	ADJ
american_scientific_journal-5564	196	31	mixtures	mixture	NOUN
american_scientific_journal-5564	196	32	without	without	ADP
american_scientific_journal-5564	196	33	conducting	conduct	VERB
american_scientific_journal-5564	196	34	costly	costly	ADJ
american_scientific_journal-5564	196	35	and	and	CCONJ
american_scientific_journal-5564	196	36	time	time	NOUN
american_scientific_journal-5564	196	37	-	-	PUNCT
american_scientific_journal-5564	196	38	consuming	consume	VERB
american_scientific_journal-5564	196	39	experimental	experimental	ADJ
american_scientific_journal-5564	196	40	tests	test	NOUN
american_scientific_journal-5564	196	41	.	.	PUNCT
american_scientific_journal-5564	197	1	iii	iii	X
american_scientific_journal-5564	197	2	.	.	PUNCT
american_scientific_journal-5564	198	1	among	among	ADP
american_scientific_journal-5564	198	2	the	the	DET
american_scientific_journal-5564	198	3	bp	bp	PROPN
american_scientific_journal-5564	198	4	and	and	CCONJ
american_scientific_journal-5564	198	5	rbf	rbf	PROPN
american_scientific_journal-5564	198	6	networks	network	NOUN
american_scientific_journal-5564	198	7	employed	employ	VERB
american_scientific_journal-5564	198	8	for	for	ADP
american_scientific_journal-5564	198	9	this	this	DET
american_scientific_journal-5564	198	10	problem	problem	NOUN
american_scientific_journal-5564	198	11	,	,	PUNCT
american_scientific_journal-5564	198	12	both	both	CCONJ
american_scientific_journal-5564	198	13	the	the	DET
american_scientific_journal-5564	198	14	bp	bp	PROPN
american_scientific_journal-5564	198	15	models	model	NOUN
american_scientific_journal-5564	198	16	were	be	AUX
american_scientific_journal-5564	198	17	found	find	VERB
american_scientific_journal-5564	198	18	to	to	PART
american_scientific_journal-5564	198	19	be	be	AUX
american_scientific_journal-5564	198	20	superior	superior	ADJ
american_scientific_journal-5564	198	21	to	to	ADP
american_scientific_journal-5564	198	22	the	the	DET
american_scientific_journal-5564	198	23	rbf	rbf	PROPN
american_scientific_journal-5564	198	24	network	network	NOUN
american_scientific_journal-5564	198	25	and	and	CCONJ
american_scientific_journal-5564	198	26	the	the	DET
american_scientific_journal-5564	198	27	four	four	NUM
american_scientific_journal-5564	198	28	-	-	PUNCT
american_scientific_journal-5564	198	29	layer	layer	NOUN
american_scientific_journal-5564	198	30	bpnn	bpnn	NOUN
american_scientific_journal-5564	198	31	(	(	PUNCT
american_scientific_journal-5564	198	32	3	3	NUM
american_scientific_journal-5564	198	33	-	-	SYM
american_scientific_journal-5564	198	34	8	8	NUM
american_scientific_journal-5564	198	35	-	-	PUNCT
american_scientific_journal-5564	198	36	4	4	NUM
american_scientific_journal-5564	198	37	-	-	SYM
american_scientific_journal-5564	198	38	1	1	NUM
american_scientific_journal-5564	198	39	)	)	PUNCT
american_scientific_journal-5564	198	40	was	be	AUX
american_scientific_journal-5564	198	41	found	find	VERB
american_scientific_journal-5564	198	42	to	to	PART
american_scientific_journal-5564	198	43	be	be	AUX
american_scientific_journal-5564	198	44	superior	superior	ADJ
american_scientific_journal-5564	198	45	to	to	ADP
american_scientific_journal-5564	198	46	the	the	DET
american_scientific_journal-5564	198	47	others	other	NOUN
american_scientific_journal-5564	198	48	in	in	ADP
american_scientific_journal-5564	198	49	prediction	prediction	NOUN
american_scientific_journal-5564	198	50	of	of	ADP
american_scientific_journal-5564	198	51	the	the	DET
american_scientific_journal-5564	198	52	bitumen	bitumen	NOUN
american_scientific_journal-5564	198	53	content	content	NOUN
american_scientific_journal-5564	198	54	of	of	ADP
american_scientific_journal-5564	198	55	asphaltic	asphaltic	ADJ
american_scientific_journal-5564	198	56	concrete	concrete	ADJ
american_scientific_journal-5564	198	57	mixtures	mixture	NOUN
american_scientific_journal-5564	198	58	for	for	ADP
american_scientific_journal-5564	198	59	bp	bp	PROPN
american_scientific_journal-5564	198	60	type	type	NOUN
american_scientific_journal-5564	198	61	of	of	ADP
american_scientific_journal-5564	198	62	network	network	NOUN
american_scientific_journal-5564	198	63	,	,	PUNCT
american_scientific_journal-5564	198	64	the	the	DET
american_scientific_journal-5564	198	65	network	network	NOUN
american_scientific_journal-5564	198	66	3	3	NUM
american_scientific_journal-5564	198	67	3.5	3.5	NUM
american_scientific_journal-5564	198	68	4	4	NUM
american_scientific_journal-5564	198	69	4.5	4.5	NUM
american_scientific_journal-5564	198	70	5	5	NUM
american_scientific_journal-5564	198	71	5.5	5.5	NUM
american_scientific_journal-5564	198	72	3	3	NUM
american_scientific_journal-5564	198	73	3.5	3.5	NUM
american_scientific_journal-5564	198	74	4	4	NUM
american_scientific_journal-5564	198	75	4.5	4.5	NUM
american_scientific_journal-5564	198	76	5	5	NUM
american_scientific_journal-5564	198	77	5.5	5.5	NUM
american_scientific_journal-5564	198	78	actual	actual	ADJ
american_scientific_journal-5564	198	79	optimum	optimum	ADJ
american_scientific_journal-5564	198	80	bitumen	bituman	NOUN
american_scientific_journal-5564	198	81	content	content	NOUN
american_scientific_journal-5564	198	82	(	(	PUNCT
american_scientific_journal-5564	198	83	%	%	INTJ
american_scientific_journal-5564	198	84	)	)	PUNCT
american_scientific_journal-5564	199	1	p	p	X
american_scientific_journal-5564	199	2	re	re	ADP
american_scientific_journal-5564	199	3	d	d	NOUN
american_scientific_journal-5564	199	4	ic	ic	X
american_scientific_journal-5564	199	5	te	te	PROPN
american_scientific_journal-5564	199	6	d	d	X
american_scientific_journal-5564	199	7	o	o	X
american_scientific_journal-5564	199	8	p	p	X
american_scientific_journal-5564	199	9	ti	ti	NOUN
american_scientific_journal-5564	199	10	m	m	NOUN
american_scientific_journal-5564	199	11	u	u	NOUN
american_scientific_journal-5564	199	12	m	m	NOUN
american_scientific_journal-5564	199	13	b	b	NOUN
american_scientific_journal-5564	199	14	it	it	PRON
american_scientific_journal-5564	199	15	u	u	NOUN
american_scientific_journal-5564	199	16	m	m	NOUN
american_scientific_journal-5564	199	17	e	e	NOUN
american_scientific_journal-5564	199	18	n	n	PROPN
american_scientific_journal-5564	199	19	c	c	NOUN
american_scientific_journal-5564	199	20	o	o	NOUN
american_scientific_journal-5564	199	21	n	n	X
american_scientific_journal-5564	199	22	te	te	PROPN
american_scientific_journal-5564	199	23	n	n	X
american_scientific_journal-5564	199	24	t	t	PROPN
american_scientific_journal-5564	199	25	(	(	PUNCT
american_scientific_journal-5564	199	26	%	%	NOUN
american_scientific_journal-5564	199	27	)	)	PUNCT
american_scientific_journal-5564	199	28	american	american	ADJ
american_scientific_journal-5564	199	29	scientific	scientific	ADJ
american_scientific_journal-5564	199	30	research	research	NOUN
american_scientific_journal-5564	199	31	journal	journal	NOUN
american_scientific_journal-5564	199	32	for	for	ADP
american_scientific_journal-5564	199	33	engineering	engineering	NOUN
american_scientific_journal-5564	199	34	,	,	PUNCT
american_scientific_journal-5564	199	35	technology	technology	NOUN
american_scientific_journal-5564	199	36	,	,	PUNCT
american_scientific_journal-5564	199	37	and	and	CCONJ
american_scientific_journal-5564	199	38	sciences	science	NOUN
american_scientific_journal-5564	199	39	(	(	PUNCT
american_scientific_journal-5564	199	40	asrjets	asrjet	NOUN
american_scientific_journal-5564	199	41	)	)	PUNCT
american_scientific_journal-5564	199	42	(	(	PUNCT
american_scientific_journal-5564	199	43	2020	2020	NUM
american_scientific_journal-5564	199	44	)	)	PUNCT
american_scientific_journal-5564	199	45	volume	volume	NOUN
american_scientific_journal-5564	199	46	63	63	NUM
american_scientific_journal-5564	199	47	,	,	PUNCT
american_scientific_journal-5564	199	48	no	no	DET
american_scientific_journal-5564	199	49	1	1	NUM
american_scientific_journal-5564	199	50	,	,	PUNCT
american_scientific_journal-5564	199	51	pp	pp	ADV
american_scientific_journal-5564	199	52	180	180	NUM
american_scientific_journal-5564	199	53	-	-	SYM
american_scientific_journal-5564	199	54	192	192	NUM
american_scientific_journal-5564	199	55	192	192	NUM
american_scientific_journal-5564	199	56	structure	structure	NOUN
american_scientific_journal-5564	199	57	was	be	AUX
american_scientific_journal-5564	199	58	found	find	VERB
american_scientific_journal-5564	199	59	to	to	PART
american_scientific_journal-5564	199	60	be	be	AUX
american_scientific_journal-5564	199	61	more	more	ADV
american_scientific_journal-5564	199	62	important	important	ADJ
american_scientific_journal-5564	199	63	,	,	PUNCT
american_scientific_journal-5564	199	64	while	while	SCONJ
american_scientific_journal-5564	199	65	for	for	ADP
american_scientific_journal-5564	199	66	rbf	rbf	PROPN
american_scientific_journal-5564	199	67	type	type	NOUN
american_scientific_journal-5564	199	68	network	network	NOUN
american_scientific_journal-5564	199	69	,	,	PUNCT
american_scientific_journal-5564	199	70	the	the	DET
american_scientific_journal-5564	199	71	spread	spread	NOUN
american_scientific_journal-5564	199	72	was	be	AUX
american_scientific_journal-5564	199	73	more	more	ADV
american_scientific_journal-5564	199	74	effective	effective	ADJ
american_scientific_journal-5564	199	75	.	.	PUNCT
american_scientific_journal-5564	200	1	iv	iv	X
american_scientific_journal-5564	200	2	.	.	PUNCT
american_scientific_journal-5564	201	1	it	it	PRON
american_scientific_journal-5564	201	2	was	be	AUX
american_scientific_journal-5564	201	3	found	find	VERB
american_scientific_journal-5564	201	4	that	that	SCONJ
american_scientific_journal-5564	201	5	the	the	DET
american_scientific_journal-5564	201	6	anfis	anfis	PROPN
american_scientific_journal-5564	201	7	has	have	AUX
american_scientific_journal-5564	201	8	performed	perform	VERB
american_scientific_journal-5564	201	9	quite	quite	ADV
american_scientific_journal-5564	201	10	well	well	ADV
american_scientific_journal-5564	201	11	in	in	ADP
american_scientific_journal-5564	201	12	predicting	predict	VERB
american_scientific_journal-5564	201	13	the	the	DET
american_scientific_journal-5564	201	14	obc	obc	NOUN
american_scientific_journal-5564	201	15	of	of	ADP
american_scientific_journal-5564	201	16	asphaltic	asphaltic	ADJ
american_scientific_journal-5564	201	17	concrete	concrete	ADJ
american_scientific_journal-5564	201	18	mixtures	mixture	NOUN
american_scientific_journal-5564	201	19	.	.	PUNCT
american_scientific_journal-5564	202	1	also	also	ADV
american_scientific_journal-5564	202	2	,	,	PUNCT
american_scientific_journal-5564	202	3	results	result	NOUN
american_scientific_journal-5564	202	4	of	of	ADP
american_scientific_journal-5564	202	5	the	the	DET
american_scientific_journal-5564	202	6	testing	testing	NOUN
american_scientific_journal-5564	202	7	of	of	ADP
american_scientific_journal-5564	202	8	anfis	anfis	PROPN
american_scientific_journal-5564	202	9	were	be	AUX
american_scientific_journal-5564	202	10	indicated	indicate	VERB
american_scientific_journal-5564	202	11	almost	almost	ADV
american_scientific_journal-5564	202	12	same	same	ADJ
american_scientific_journal-5564	202	13	performance	performance	NOUN
american_scientific_journal-5564	202	14	of	of	ADP
american_scientific_journal-5564	202	15	the	the	DET
american_scientific_journal-5564	202	16	bpnn	bpnn	NOUN
american_scientific_journal-5564	202	17	(	(	PUNCT
american_scientific_journal-5564	202	18	3	3	NUM
american_scientific_journal-5564	202	19	-	-	SYM
american_scientific_journal-5564	202	20	8	8	NUM
american_scientific_journal-5564	202	21	-	-	PUNCT
american_scientific_journal-5564	202	22	4	4	NUM
american_scientific_journal-5564	202	23	-	-	PUNCT
american_scientific_journal-5564	202	24	1	1	NUM
american_scientific_journal-5564	202	25	)	)	PUNCT
american_scientific_journal-5564	202	26	model	model	NOUN
american_scientific_journal-5564	202	27	.	.	PUNCT
american_scientific_journal-5564	203	1	acknowledgment	acknowledgment	NOUN
american_scientific_journal-5564	203	2	the	the	DET
american_scientific_journal-5564	203	3	author	author	NOUN
american_scientific_journal-5564	203	4	would	would	AUX
american_scientific_journal-5564	203	5	like	like	VERB
american_scientific_journal-5564	203	6	to	to	PART
american_scientific_journal-5564	203	7	express	express	VERB
american_scientific_journal-5564	203	8	his	his	PRON
american_scientific_journal-5564	203	9	high	high	ADJ
american_scientific_journal-5564	203	10	appreciation	appreciation	NOUN
american_scientific_journal-5564	203	11	to	to	ADP
american_scientific_journal-5564	203	12	the	the	DET
american_scientific_journal-5564	203	13	referees	referee	NOUN
american_scientific_journal-5564	203	14	of	of	ADP
american_scientific_journal-5564	203	15	the	the	DET
american_scientific_journal-5564	203	16	paper	paper	NOUN
american_scientific_journal-5564	203	17	for	for	ADP
american_scientific_journal-5564	203	18	their	their	PRON
american_scientific_journal-5564	203	19	critical	critical	ADJ
american_scientific_journal-5564	203	20	review	review	NOUN
american_scientific_journal-5564	203	21	as	as	ADV
american_scientific_journal-5564	203	22	well	well	ADV
american_scientific_journal-5564	203	23	as	as	ADP
american_scientific_journal-5564	203	24	their	their	PRON
american_scientific_journal-5564	203	25	valuable	valuable	ADJ
american_scientific_journal-5564	203	26	comments	comment	NOUN
american_scientific_journal-5564	203	27	that	that	PRON
american_scientific_journal-5564	203	28	improved	improve	VERB
american_scientific_journal-5564	203	29	the	the	DET
american_scientific_journal-5564	203	30	paper	paper	NOUN
american_scientific_journal-5564	203	31	to	to	ADP
american_scientific_journal-5564	203	32	its	its	PRON
american_scientific_journal-5564	203	33	present	present	ADJ
american_scientific_journal-5564	203	34	form	form	NOUN
american_scientific_journal-5564	203	35	.	.	PUNCT
american_scientific_journal-5564	204	1	references	reference	NOUN
american_scientific_journal-5564	204	2	[	[	X
american_scientific_journal-5564	204	3	1	1	NUM
american_scientific_journal-5564	204	4	]	]	PUNCT
american_scientific_journal-5564	204	5	.	.	PUNCT
american_scientific_journal-5564	205	1	j.f	j.f	PROPN
american_scientific_journal-5564	205	2	.	.	PROPN
american_scientific_journal-5564	205	3	dias	dias	PROPN
american_scientific_journal-5564	205	4	,	,	PUNCT
american_scientific_journal-5564	205	5	l.	l.	PROPN
american_scientific_journal-5564	205	6	picado	picado	PROPN
american_scientific_journal-5564	205	7	-	-	PUNCT
american_scientific_journal-5564	205	8	santos	santo	NOUN
american_scientific_journal-5564	205	9	,	,	PUNCT
american_scientific_journal-5564	205	10	and	and	CCONJ
american_scientific_journal-5564	205	11	s.	s.	PROPN
american_scientific_journal-5564	205	12	capitão	capitão	PROPN
american_scientific_journal-5564	205	13	.	.	PUNCT
american_scientific_journal-5564	206	1	"	"	PUNCT
american_scientific_journal-5564	206	2	mechanical	mechanical	ADJ
american_scientific_journal-5564	206	3	performance	performance	NOUN
american_scientific_journal-5564	206	4	of	of	ADP
american_scientific_journal-5564	206	5	dry	dry	ADJ
american_scientific_journal-5564	206	6	process	process	NOUN
american_scientific_journal-5564	206	7	fine	fine	ADJ
american_scientific_journal-5564	206	8	crumb	crumb	NOUN
american_scientific_journal-5564	206	9	rubber	rubber	NOUN
american_scientific_journal-5564	206	10	asphalt	asphalt	NOUN
american_scientific_journal-5564	206	11	mixtures	mixture	NOUN
american_scientific_journal-5564	206	12	placed	place	VERB
american_scientific_journal-5564	206	13	on	on	ADP
american_scientific_journal-5564	206	14	the	the	DET
american_scientific_journal-5564	206	15	portuguese	portuguese	ADJ
american_scientific_journal-5564	206	16	road	road	NOUN
american_scientific_journal-5564	206	17	network	network	NOUN
american_scientific_journal-5564	206	18	.	.	PUNCT
american_scientific_journal-5564	206	19	"	"	PUNCT
american_scientific_journal-5564	207	1	construction	construction	NOUN
american_scientific_journal-5564	207	2	and	and	CCONJ
american_scientific_journal-5564	207	3	building	building	NOUN
american_scientific_journal-5564	207	4	materials	material	NOUN
american_scientific_journal-5564	207	5	,	,	PUNCT
american_scientific_journal-5564	207	6	vol	vol	NOUN
american_scientific_journal-5564	207	7	.	.	PROPN
american_scientific_journal-5564	207	8	73	73	NUM
american_scientific_journal-5564	207	9	,	,	PUNCT
american_scientific_journal-5564	207	10	pp	pp	ADJ
american_scientific_journal-5564	207	11	.	.	PUNCT
american_scientific_journal-5564	208	1	247	247	NUM
american_scientific_journal-5564	208	2	-	-	SYM
american_scientific_journal-5564	208	3	254	254	NUM
american_scientific_journal-5564	208	4	,	,	PUNCT
american_scientific_journal-5564	208	5	2014	2014	NUM
american_scientific_journal-5564	208	6	.	.	PUNCT
american_scientific_journal-5564	209	1	[	[	X
american_scientific_journal-5564	209	2	2	2	NUM
american_scientific_journal-5564	209	3	]	]	PUNCT
american_scientific_journal-5564	209	4	.	.	PUNCT
american_scientific_journal-5564	209	5	a.	a.	NOUN
american_scientific_journal-5564	209	6	pasandín	pasandín	NOUN
american_scientific_journal-5564	209	7	,	,	PUNCT
american_scientific_journal-5564	209	8	and	and	CCONJ
american_scientific_journal-5564	209	9	i.	i.	NOUN
american_scientific_journal-5564	209	10	pérez	pérez	NOUN
american_scientific_journal-5564	209	11	.	.	PUNCT
american_scientific_journal-5564	210	1	"	"	PUNCT
american_scientific_journal-5564	210	2	overview	overview	NOUN
american_scientific_journal-5564	210	3	of	of	ADP
american_scientific_journal-5564	210	4	bituminous	bituminous	ADJ
american_scientific_journal-5564	210	5	mixtures	mixture	NOUN
american_scientific_journal-5564	210	6	made	make	VERB
american_scientific_journal-5564	210	7	with	with	ADP
american_scientific_journal-5564	210	8	recycled	recycled	ADJ
american_scientific_journal-5564	210	9	concrete	concrete	ADJ
american_scientific_journal-5564	210	10	aggregates	aggregate	NOUN
american_scientific_journal-5564	210	11	.	.	PUNCT
american_scientific_journal-5564	210	12	"	"	PUNCT
american_scientific_journal-5564	211	1	construction	construction	NOUN
american_scientific_journal-5564	211	2	and	and	CCONJ
american_scientific_journal-5564	211	3	building	building	NOUN
american_scientific_journal-5564	211	4	materials	material	NOUN
american_scientific_journal-5564	211	5	,	,	PUNCT
american_scientific_journal-5564	211	6	vol.74	vol.74	NOUN
american_scientific_journal-5564	211	7	,	,	PUNCT
american_scientific_journal-5564	211	8	pp	pp	ADJ
american_scientific_journal-5564	211	9	.	.	PUNCT
american_scientific_journal-5564	212	1	151	151	NUM
american_scientific_journal-5564	212	2	-	-	SYM
american_scientific_journal-5564	212	3	161	161	NUM
american_scientific_journal-5564	212	4	,	,	PUNCT
american_scientific_journal-5564	212	5	2015	2015	NUM
american_scientific_journal-5564	212	6	[	[	X
american_scientific_journal-5564	212	7	3	3	NUM
american_scientific_journal-5564	212	8	]	]	PUNCT
american_scientific_journal-5564	212	9	.	.	PUNCT
american_scientific_journal-5564	213	1	l.wang	l.wang	PROPN
american_scientific_journal-5564	213	2	,	,	PUNCT
american_scientific_journal-5564	213	3	,	,	PUNCT
american_scientific_journal-5564	213	4	et	et	PROPN
american_scientific_journal-5564	213	5	al	al	PROPN
american_scientific_journal-5564	213	6	.	.	PROPN
american_scientific_journal-5564	213	7	,	,	PUNCT
american_scientific_journal-5564	213	8	"	"	PUNCT
american_scientific_journal-5564	213	9	advances	advance	NOUN
american_scientific_journal-5564	213	10	in	in	ADP
american_scientific_journal-5564	213	11	pavement	pavement	NOUN
american_scientific_journal-5564	213	12	materials	material	NOUN
american_scientific_journal-5564	213	13	,	,	PUNCT
american_scientific_journal-5564	213	14	design	design	NOUN
american_scientific_journal-5564	213	15	,	,	PUNCT
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american_scientific_journal-5564	213	17	,	,	PUNCT
american_scientific_journal-5564	213	18	and	and	CCONJ
american_scientific_journal-5564	213	19	simulation	simulation	NOUN
american_scientific_journal-5564	213	20	.	.	PUNCT
american_scientific_journal-5564	213	21	"	"	PUNCT
american_scientific_journal-5564	214	1	road	road	NOUN
american_scientific_journal-5564	214	2	materials	material	NOUN
american_scientific_journal-5564	214	3	and	and	CCONJ
american_scientific_journal-5564	214	4	pavement	pavement	NOUN
american_scientific_journal-5564	214	5	design	design	NOUN
american_scientific_journal-5564	214	6	,	,	PUNCT
american_scientific_journal-5564	214	7	vol	vol	NOUN
american_scientific_journal-5564	214	8	.	.	PUNCT
american_scientific_journal-5564	215	1	18(3	18(3	NUM
american_scientific_journal-5564	215	2	):	):	PUNCT
american_scientific_journal-5564	215	3	pp	pp	ADJ
american_scientific_journal-5564	215	4	.	.	PUNCT
american_scientific_journal-5564	216	1	1	1	NUM
american_scientific_journal-5564	216	2	-	-	SYM
american_scientific_journal-5564	216	3	11	11	NUM
american_scientific_journal-5564	216	4	,	,	PUNCT
american_scientific_journal-5564	216	5	2017	2017	NUM
american_scientific_journal-5564	216	6	.	.	PUNCT
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american_scientific_journal-5564	217	2	4	4	NUM
american_scientific_journal-5564	217	3	]	]	PUNCT
american_scientific_journal-5564	217	4	.	.	PUNCT
american_scientific_journal-5564	218	1	n.	n.	PROPN
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american_scientific_journal-5564	218	3	,	,	PUNCT
american_scientific_journal-5564	218	4	e.	e.	PROPN
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american_scientific_journal-5564	218	6	,	,	PUNCT
american_scientific_journal-5564	218	7	and	and	CCONJ
american_scientific_journal-5564	218	8	m.	m.	NOUN
american_scientific_journal-5564	218	9	pasetto	pasetto	NOUN
american_scientific_journal-5564	218	10	,	,	PUNCT
american_scientific_journal-5564	218	11	"	"	PUNCT
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american_scientific_journal-5564	218	13	of	of	ADP
american_scientific_journal-5564	218	14	the	the	DET
american_scientific_journal-5564	218	15	mechanical	mechanical	ADJ
american_scientific_journal-5564	218	16	behaviour	behaviour	NOUN
american_scientific_journal-5564	218	17	of	of	ADP
american_scientific_journal-5564	218	18	asphalt	asphalt	NOUN
american_scientific_journal-5564	218	19	concretes	concrete	NOUN
american_scientific_journal-5564	218	20	using	use	VERB
american_scientific_journal-5564	218	21	artificial	artificial	ADJ
american_scientific_journal-5564	218	22	neural	neural	ADJ
american_scientific_journal-5564	218	23	networks	network	NOUN
american_scientific_journal-5564	218	24	.	.	PUNCT
american_scientific_journal-5564	218	25	"	"	PUNCT
american_scientific_journal-5564	219	1	advances	advance	NOUN
american_scientific_journal-5564	219	2	in	in	ADP
american_scientific_journal-5564	219	3	civil	civil	ADJ
american_scientific_journal-5564	219	4	engineering	engineering	NOUN
american_scientific_journal-5564	219	5	,	,	PUNCT
american_scientific_journal-5564	219	6	2018	2018	NUM
american_scientific_journal-5564	220	1	[	[	X
american_scientific_journal-5564	220	2	5	5	NUM
american_scientific_journal-5564	220	3	]	]	PUNCT
american_scientific_journal-5564	220	4	.	.	PUNCT
american_scientific_journal-5564	221	1	m.	m.	PROPN
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american_scientific_journal-5564	221	3	,	,	PUNCT
american_scientific_journal-5564	221	4	and	and	CCONJ
american_scientific_journal-5564	221	5	m.	m.	NOUN
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american_scientific_journal-5564	221	7	.	.	PUNCT
american_scientific_journal-5564	222	1	"	"	PUNCT
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american_scientific_journal-5564	222	3	of	of	ADP
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american_scientific_journal-5564	222	9	stability	stability	NOUN
american_scientific_journal-5564	222	10	using	use	VERB
american_scientific_journal-5564	222	11	neural	neural	ADJ
american_scientific_journal-5564	222	12	networks	network	NOUN
american_scientific_journal-5564	222	13	for	for	ADP
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american_scientific_journal-5564	222	21	of	of	ADP
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american_scientific_journal-5564	222	24	wseas	wseas	NOUN
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american_scientific_journal-5564	222	26	conference	conference	NOUN
american_scientific_journal-5564	222	27	on	on	ADP
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american_scientific_journal-5564	222	29	,	,	PUNCT
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american_scientific_journal-5564	222	31	scientific	scientific	ADJ
american_scientific_journal-5564	222	32	and	and	CCONJ
american_scientific_journal-5564	222	33	engineering	engineering	NOUN
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american_scientific_journal-5564	222	37	(	(	PUNCT
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american_scientific_journal-5564	222	40	,	,	PUNCT
american_scientific_journal-5564	222	41	2005	2005	NUM
american_scientific_journal-5564	222	42	.	.	PUNCT
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american_scientific_journal-5564	223	4	.	.	PUNCT
american_scientific_journal-5564	224	1	j.-s	j.-	NOUN
american_scientific_journal-5564	224	2	.	.	PUNCT
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american_scientific_journal-5564	225	2	,	,	PUNCT
american_scientific_journal-5564	225	3	"	"	PUNCT
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american_scientific_journal-5564	225	7	-	-	PUNCT
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american_scientific_journal-5564	225	9	-	-	PUNCT
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american_scientific_journal-5564	226	5	,	,	PUNCT
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american_scientific_journal-5564	226	10	,	,	PUNCT
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american_scientific_journal-5564	226	12	.	.	PUNCT
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american_scientific_journal-5564	226	15	,	,	PUNCT
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american_scientific_journal-5564	227	2	-	-	SYM
american_scientific_journal-5564	227	3	685	685	NUM
american_scientific_journal-5564	227	4	,	,	PUNCT
american_scientific_journal-5564	227	5	1993	1993	NUM
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american_scientific_journal-5564	228	3	]	]	PUNCT
american_scientific_journal-5564	228	4	.	.	PUNCT
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american_scientific_journal-5564	231	2	-	-	PUNCT
american_scientific_journal-5564	231	3	2	2	NUM
american_scientific_journal-5564	231	4	)	)	PUNCT
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american_scientific_journal-5564	232	2	-	-	SYM
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american_scientific_journal-5564	232	4	,	,	PUNCT
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american_scientific_journal-5564	233	4	.	.	PUNCT
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american_scientific_journal-5564	235	2	:	:	PUNCT
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american_scientific_journal-5564	235	5	,	,	PUNCT
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american_scientific_journal-5564	235	7	.	.	PUNCT
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american_scientific_journal-5564	236	3	]	]	PUNCT
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american_scientific_journal-5564	236	8	,	,	PUNCT
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american_scientific_journal-5564	238	2	.	.	PUNCT
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american_scientific_journal-5564	239	2	-	-	SYM
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american_scientific_journal-5564	239	4	,	,	PUNCT
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american_scientific_journal-5564	240	4	.	.	PUNCT
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