id	sid	tid	token	lemma	pos
ajird-153	1	1	american	american	PROPN
ajird-153	1	2	journal	journal	PROPN
ajird-153	1	3	of	of	ADP
ajird-153	1	4	interdisciplinary	interdisciplinary	ADJ
ajird-153	1	5	research	research	NOUN
ajird-153	1	6	and	and	CCONJ
ajird-153	1	7	development	development	NOUN
ajird-153	1	8	issn	issn	PROPN
ajird-153	1	9	online	online	NOUN
ajird-153	1	10	:	:	PUNCT
ajird-153	1	11	2771	2771	NUM
ajird-153	1	12	-	-	SYM
ajird-153	1	13	8948	8948	NUM
ajird-153	1	14	website	website	NOUN
ajird-153	1	15	:	:	PUNCT
ajird-153	1	16	www.ajird.journalspark.org	www.ajird.journalspark.org	ADJ
ajird-153	1	17	volume	volume	NOUN
ajird-153	1	18	05	05	NUM
ajird-153	1	19	,	,	PUNCT
ajird-153	1	20	june	june	PROPN
ajird-153	1	21	,	,	PUNCT
ajird-153	1	22	2022	2022	NUM
ajird-153	1	23	279	279	NUM
ajird-153	2	1	|	|	ADV
ajird-153	2	2	p	p	ADP
ajird-153	2	3	a	a	DET
ajird-153	2	4	g	g	NOUN
ajird-153	2	5	e	e	NOUN
ajird-153	2	6	algorithm	algorithm	NOUN
ajird-153	2	7	for	for	ADP
ajird-153	2	8	classifying	classify	VERB
ajird-153	2	9	documents	document	NOUN
ajird-153	2	10	of	of	ADP
ajird-153	2	11	a	a	DET
ajird-153	2	12	scientific	scientific	ADJ
ajird-153	2	13	and	and	CCONJ
ajird-153	2	14	educational	educational	ADJ
ajird-153	2	15	organization	organization	NOUN
ajird-153	2	16	using	use	VERB
ajird-153	2	17	machine	machine	NOUN
ajird-153	2	18	learning	learning	NOUN
ajird-153	2	19	methods	method	NOUN
ajird-153	2	20	zebiniso	zebiniso	PROPN
ajird-153	2	21	abdulxamidovna	abdulxamidovna	PROPN
ajird-153	2	22	abduvalieva	abduvalieva	PROPN
ajird-153	2	23	tashkent	tashkent	PROPN
ajird-153	2	24	university	university	PROPN
ajird-153	2	25	of	of	ADP
ajird-153	2	26	information	information	NOUN
ajird-153	2	27	technologies	technology	NOUN
ajird-153	2	28	named	name	VERB
ajird-153	2	29	after	after	ADP
ajird-153	2	30	muhammad	muhammad	PROPN
ajird-153	2	31	al	al	PROPN
ajird-153	2	32	khwarizmi	khwarizmi	PROPN
ajird-153	2	33	,	,	PUNCT
ajird-153	2	34	graduate	graduate	NOUN
ajird-153	2	35	student	student	NOUN
ajird-153	2	36	zebiniso_777@mail.ru	zebiniso_777@mail.ru	PROPN
ajird-153	2	37	annotation	annotation	VERB
ajird-153	2	38	intelligent	intelligent	ADJ
ajird-153	2	39	analysis	analysis	NOUN
ajird-153	2	40	is	be	AUX
ajird-153	2	41	used	use	VERB
ajird-153	2	42	in	in	ADP
ajird-153	2	43	almost	almost	ADV
ajird-153	2	44	all	all	PRON
ajird-153	2	45	areas	area	NOUN
ajird-153	2	46	of	of	ADP
ajird-153	2	47	technology	technology	NOUN
ajird-153	2	48	.	.	PUNCT
ajird-153	3	1	machine	machine	NOUN
ajird-153	3	2	learning	learning	NOUN
ajird-153	3	3	does	do	AUX
ajird-153	3	4	not	not	PART
ajird-153	3	5	stand	stand	VERB
ajird-153	3	6	still	still	ADV
ajird-153	3	7	and	and	CCONJ
ajird-153	3	8	is	be	AUX
ajird-153	3	9	constantly	constantly	ADV
ajird-153	3	10	evolving	evolve	VERB
ajird-153	3	11	.	.	PUNCT
ajird-153	4	1	given	give	VERB
ajird-153	4	2	the	the	DET
ajird-153	4	3	transition	transition	NOUN
ajird-153	4	4	in	in	ADP
ajird-153	4	5	modern	modern	ADJ
ajird-153	4	6	society	society	NOUN
ajird-153	4	7	to	to	ADP
ajird-153	4	8	electronic	electronic	ADJ
ajird-153	4	9	document	document	NOUN
ajird-153	4	10	management	management	NOUN
ajird-153	4	11	,	,	PUNCT
ajird-153	4	12	the	the	DET
ajird-153	4	13	main	main	ADJ
ajird-153	4	14	assumption	assumption	NOUN
ajird-153	4	15	in	in	ADP
ajird-153	4	16	them	they	PRON
ajird-153	4	17	is	be	AUX
ajird-153	4	18	that	that	SCONJ
ajird-153	4	19	the	the	DET
ajird-153	4	20	training	training	NOUN
ajird-153	4	21	and	and	CCONJ
ajird-153	4	22	test	test	NOUN
ajird-153	4	23	data	datum	NOUN
ajird-153	4	24	must	must	AUX
ajird-153	4	25	be	be	AUX
ajird-153	4	26	in	in	ADP
ajird-153	4	27	the	the	DET
ajird-153	4	28	same	same	ADJ
ajird-153	4	29	feature	feature	NOUN
ajird-153	4	30	space	space	NOUN
ajird-153	4	31	and	and	CCONJ
ajird-153	4	32	follow	follow	VERB
ajird-153	4	33	the	the	DET
ajird-153	4	34	same	same	ADJ
ajird-153	4	35	distribution	distribution	NOUN
ajird-153	4	36	.	.	PUNCT
ajird-153	5	1	in	in	ADP
ajird-153	5	2	real	real	ADJ
ajird-153	5	3	applications	application	NOUN
ajird-153	5	4	,	,	PUNCT
ajird-153	5	5	this	this	PRON
ajird-153	5	6	is	be	AUX
ajird-153	5	7	not	not	PART
ajird-153	5	8	always	always	ADV
ajird-153	5	9	the	the	DET
ajird-153	5	10	case	case	NOUN
ajird-153	5	11	.	.	PUNCT
ajird-153	6	1	in	in	ADP
ajird-153	6	2	this	this	DET
ajird-153	6	3	case	case	NOUN
ajird-153	6	4	,	,	PUNCT
ajird-153	6	5	the	the	DET
ajird-153	6	6	role	role	NOUN
ajird-153	6	7	of	of	ADP
ajird-153	6	8	transfer	transfer	NOUN
ajird-153	6	9	learning	learning	NOUN
ajird-153	6	10	can	can	AUX
ajird-153	6	11	be	be	AUX
ajird-153	6	12	distinguished	distinguish	VERB
ajird-153	6	13	since	since	SCONJ
ajird-153	6	14	transfer	transfer	NOUN
ajird-153	6	15	learning	learning	NOUN
ajird-153	6	16	does	do	AUX
ajird-153	6	17	not	not	PART
ajird-153	6	18	make	make	VERB
ajird-153	6	19	the	the	DET
ajird-153	6	20	same	same	ADJ
ajird-153	6	21	distributional	distributional	ADJ
ajird-153	6	22	assumptions	assumption	NOUN
ajird-153	6	23	as	as	ADP
ajird-153	6	24	traditional	traditional	ADJ
ajird-153	6	25	machine	machine	NOUN
ajird-153	6	26	learning	learning	NOUN
ajird-153	6	27	and	and	CCONJ
ajird-153	6	28	reduces	reduce	VERB
ajird-153	6	29	dependencies	dependency	NOUN
ajird-153	6	30	on	on	ADP
ajird-153	6	31	the	the	DET
ajird-153	6	32	target	target	NOUN
ajird-153	6	33	task	task	NOUN
ajird-153	6	34	and	and	CCONJ
ajird-153	6	35	training	training	NOUN
ajird-153	6	36	data	datum	NOUN
ajird-153	6	37	,	,	PUNCT
ajird-153	6	38	and	and	CCONJ
ajird-153	6	39	has	have	VERB
ajird-153	6	40	a	a	DET
ajird-153	6	41	wider	wide	ADJ
ajird-153	6	42	knowledge	knowledge	NOUN
ajird-153	6	43	migration	migration	NOUN
ajird-153	6	44	.	.	PUNCT
ajird-153	7	1	the	the	DET
ajird-153	7	2	article	article	NOUN
ajird-153	7	3	proposes	propose	VERB
ajird-153	7	4	a	a	DET
ajird-153	7	5	transfer	transfer	NOUN
ajird-153	7	6	learning	learn	VERB
ajird-153	7	7	algorithm	algorithm	NOUN
ajird-153	7	8	for	for	ADP
ajird-153	7	9	document	document	NOUN
ajird-153	7	10	categorization	categorization	NOUN
ajird-153	7	11	based	base	VERB
ajird-153	7	12	on	on	ADP
ajird-153	7	13	clustering	clustering	NOUN
ajird-153	7	14	.	.	PUNCT
ajird-153	8	1	an	an	DET
ajird-153	8	2	experiment	experiment	NOUN
ajird-153	8	3	is	be	AUX
ajird-153	8	4	also	also	ADV
ajird-153	8	5	used	use	VERB
ajird-153	8	6	to	to	PART
ajird-153	8	7	test	test	VERB
ajird-153	8	8	the	the	DET
ajird-153	8	9	algorithm	algorithm	NOUN
ajird-153	8	10	.	.	PUNCT
ajird-153	9	1	the	the	DET
ajird-153	9	2	experiment	experiment	NOUN
ajird-153	9	3	shows	show	VERB
ajird-153	9	4	that	that	SCONJ
ajird-153	9	5	the	the	DET
ajird-153	9	6	algorithm	algorithm	NOUN
ajird-153	9	7	proposed	propose	VERB
ajird-153	9	8	in	in	ADP
ajird-153	9	9	this	this	DET
ajird-153	9	10	article	article	NOUN
ajird-153	9	11	has	have	VERB
ajird-153	9	12	its	its	PRON
ajird-153	9	13	advantages	advantage	NOUN
ajird-153	9	14	.	.	PUNCT
ajird-153	10	1	keywords	keyword	NOUN
ajird-153	10	2	:	:	PUNCT
ajird-153	10	3	transfer	transfer	NOUN
ajird-153	10	4	learning	learning	NOUN
ajird-153	10	5	,	,	PUNCT
ajird-153	10	6	machine	machine	NOUN
ajird-153	10	7	learning	learning	NOUN
ajird-153	10	8	;	;	PUNCT
ajird-153	10	9	classification	classification	NOUN
ajird-153	10	10	of	of	ADP
ajird-153	10	11	documents	document	NOUN
ajird-153	10	12	;	;	PUNCT
ajird-153	10	13	;	;	PUNCT
ajird-153	10	14	data	datum	NOUN
ajird-153	10	15	mining	mining	NOUN
ajird-153	10	16	,	,	PUNCT
ajird-153	10	17	based	base	VERB
ajird-153	10	18	spatial	spatial	ADJ
ajird-153	10	19	clustering	clustering	ADJ
ajird-153	10	20	introduction	introduction	NOUN
ajird-153	10	21	most	most	ADJ
ajird-153	10	22	machine	machine	NOUN
ajird-153	10	23	learning	learning	NOUN
ajird-153	10	24	and	and	CCONJ
ajird-153	10	25	data	datum	NOUN
ajird-153	10	26	mining	mining	NOUN
ajird-153	10	27	algorithms	algorithm	NOUN
ajird-153	10	28	usually	usually	ADV
ajird-153	10	29	assume	assume	VERB
ajird-153	10	30	that	that	SCONJ
ajird-153	10	31	the	the	DET
ajird-153	10	32	training	training	NOUN
ajird-153	10	33	and	and	CCONJ
ajird-153	10	34	test	test	NOUN
ajird-153	10	35	data	datum	NOUN
ajird-153	10	36	have	have	VERB
ajird-153	10	37	the	the	DET
ajird-153	10	38	same	same	ADJ
ajird-153	10	39	feature	feature	NOUN
ajird-153	10	40	space	space	NOUN
ajird-153	10	41	and	and	CCONJ
ajird-153	10	42	data	datum	NOUN
ajird-153	10	43	distribution	distribution	NOUN
ajird-153	10	44	,	,	PUNCT
ajird-153	10	45	but	but	CCONJ
ajird-153	10	46	in	in	ADP
ajird-153	10	47	a	a	DET
ajird-153	10	48	real	real	ADJ
ajird-153	10	49	application	application	NOUN
ajird-153	10	50	,	,	PUNCT
ajird-153	10	51	these	these	DET
ajird-153	10	52	two	two	NUM
ajird-153	10	53	factors	factor	NOUN
ajird-153	10	54	often	often	ADV
ajird-153	10	55	change	change	VERB
ajird-153	10	56	,	,	PUNCT
ajird-153	10	57	so	so	CCONJ
ajird-153	10	58	the	the	DET
ajird-153	10	59	trained	train	VERB
ajird-153	10	60	model	model	NOUN
ajird-153	10	61	becomes	become	VERB
ajird-153	10	62	outdated	outdated	ADJ
ajird-153	10	63	very	very	ADV
ajird-153	10	64	easily.when	easily.when	ADV
ajird-153	10	65	the	the	DET
ajird-153	10	66	existing	exist	VERB
ajird-153	10	67	training	training	NOUN
ajird-153	10	68	data	datum	NOUN
ajird-153	10	69	is	be	AUX
ajird-153	10	70	outdated	outdate	VERB
ajird-153	10	71	and	and	CCONJ
ajird-153	10	72	there	there	PRON
ajird-153	10	73	is	be	VERB
ajird-153	10	74	very	very	ADV
ajird-153	10	75	little	little	ADJ
ajird-153	10	76	new	new	ADJ
ajird-153	10	77	data	datum	NOUN
ajird-153	10	78	,	,	PUNCT
ajird-153	10	79	or	or	CCONJ
ajird-153	10	80	labeling	label	VERB
ajird-153	10	81	the	the	DET
ajird-153	10	82	new	new	ADJ
ajird-153	10	83	data	datum	NOUN
ajird-153	10	84	is	be	AUX
ajird-153	10	85	expensive	expensive	ADJ
ajird-153	10	86	,	,	PUNCT
ajird-153	10	87	you	you	PRON
ajird-153	10	88	might	might	AUX
ajird-153	10	89	consider	consider	VERB
ajird-153	10	90	using	use	VERB
ajird-153	10	91	the	the	DET
ajird-153	10	92	existing	exist	VERB
ajird-153	10	93	training	training	NOUN
ajird-153	10	94	data	datum	NOUN
ajird-153	10	95	but	but	CCONJ
ajird-153	10	96	a	a	DET
ajird-153	10	97	different	different	ADJ
ajird-153	10	98	distribution	distribution	NOUN
ajird-153	10	99	with	with	ADP
ajird-153	10	100	test	test	NOUN
ajird-153	10	101	data	datum	NOUN
ajird-153	10	102	to	to	PART
ajird-153	10	103	help	help	VERB
ajird-153	10	104	the	the	DET
ajird-153	10	105	new	new	ADJ
ajird-153	10	106	data	datum	NOUN
ajird-153	10	107	learn	learn	VERB
ajird-153	10	108	what	what	PRON
ajird-153	10	109	transfer	transfer	NOUN
ajird-153	10	110	learning	learning	NOUN
ajird-153	10	111	is	be	AUX
ajird-153	10	112	.	.	PUNCT
ajird-153	11	1	cluster	cluster	NOUN
ajird-153	11	2	analysis	analysis	NOUN
ajird-153	11	3	comes	come	VERB
ajird-153	11	4	from	from	ADP
ajird-153	11	5	many	many	ADJ
ajird-153	11	6	areas	area	NOUN
ajird-153	11	7	of	of	ADP
ajird-153	11	8	research	research	NOUN
ajird-153	11	9	,	,	PUNCT
ajird-153	11	10	including	include	VERB
ajird-153	11	11	data	data	NOUN
ajird-153	11	12	mining	mining	NOUN
ajird-153	11	13	,	,	PUNCT
ajird-153	11	14	statistics	statistic	NOUN
ajird-153	11	15	,	,	PUNCT
ajird-153	11	16	biology	biology	NOUN
ajird-153	11	17	,	,	PUNCT
ajird-153	11	18	and	and	CCONJ
ajird-153	11	19	machine	machine	NOUN
ajird-153	11	20	learning	learning	NOUN
ajird-153	11	21	.	.	PUNCT
ajird-153	12	1	the	the	DET
ajird-153	12	2	main	main	ADJ
ajird-153	12	3	clustering	clustering	ADJ
ajird-153	12	4	methods	method	NOUN
ajird-153	12	5	include	include	VERB
ajird-153	12	6	partitioning	partition	VERB
ajird-153	12	7	methods	method	NOUN
ajird-153	12	8	,	,	PUNCT
ajird-153	12	9	hierarchical	hierarchical	ADJ
ajird-153	12	10	methods	method	NOUN
ajird-153	12	11	,	,	PUNCT
ajird-153	12	12	density	density	NOUN
ajird-153	12	13	-	-	PUNCT
ajird-153	12	14	based	base	VERB
ajird-153	12	15	methods	method	NOUN
ajird-153	12	16	,	,	PUNCT
ajird-153	12	17	grid	grid	NOUN
ajird-153	12	18	-	-	PUNCT
ajird-153	12	19	based	base	VERB
ajird-153	12	20	methods	method	NOUN
ajird-153	12	21	,	,	PUNCT
ajird-153	12	22	and	and	CCONJ
ajird-153	12	23	model	model	NOUN
ajird-153	12	24	-	-	PUNCT
ajird-153	12	25	based	base	VERB
ajird-153	12	26	methods	method	NOUN
ajird-153	12	27	.	.	PUNCT
ajird-153	13	1	in	in	ADP
ajird-153	13	2	the	the	DET
ajird-153	13	3	algorithm	algorithm	NOUN
ajird-153	13	4	considered	consider	VERB
ajird-153	13	5	and	and	CCONJ
ajird-153	13	6	used	use	VERB
ajird-153	13	7	below	below	ADV
ajird-153	13	8	,	,	PUNCT
ajird-153	13	9	d	d	PRON
ajird-153	13	10	is	be	AUX
ajird-153	13	11	a	a	DET
ajird-153	13	12	set	set	NOUN
ajird-153	13	13	(	(	PUNCT
ajird-153	13	14	collection	collection	NOUN
ajird-153	13	15	)	)	PUNCT
ajird-153	13	16	of	of	ADP
ajird-153	13	17	text	text	NOUN
ajird-153	13	18	documents	document	NOUN
ajird-153	13	19	of	of	ADP
ajird-153	13	20	the	the	DET
ajird-153	13	21	department	department	NOUN
ajird-153	13	22	,	,	PUNCT
ajird-153	13	23	w	w	PROPN
ajird-153	13	24	is	be	AUX
ajird-153	13	25	a	a	DET
ajird-153	13	26	set	set	NOUN
ajird-153	13	27	(	(	PUNCT
ajird-153	13	28	dictionary	dictionary	NOUN
ajird-153	13	29	)	)	PUNCT
ajird-153	13	30	of	of	ADP
ajird-153	13	31	all	all	DET
ajird-153	13	32	words	word	NOUN
ajird-153	13	33	used	use	VERB
ajird-153	13	34	in	in	ADP
ajird-153	13	35	them	they	PRON
ajird-153	13	36	,	,	PUNCT
ajird-153	13	37	c	c	PROPN
ajird-153	13	38	is	be	AUX
ajird-153	13	39	a	a	DET
ajird-153	13	40	set	set	NOUN
ajird-153	13	41	of	of	ADP
ajird-153	13	42	document	document	NOUN
ajird-153	13	43	categories	category	NOUN
ajird-153	13	44	fixed	fix	VERB
ajird-153	13	45	in	in	ADP
ajird-153	13	46	advance	advance	NOUN
ajird-153	13	47	.	.	PUNCT
ajird-153	14	1	each	each	DET
ajird-153	14	2	document	document	NOUN
ajird-153	14	3	d	d	X
ajird-153	14	4	∈	∈	PROPN
ajird-153	14	5	d	d	NOUN
ajird-153	14	6	is	be	AUX
ajird-153	14	7	a	a	DET
ajird-153	14	8	sequence	sequence	NOUN
ajird-153	14	9	of	of	ADP
ajird-153	14	10	words	word	NOUN
ajird-153	14	11	слов	слов	PROPN
ajird-153	14	12	(	(	PUNCT
ajird-153	14	13	w1	w1	NOUN
ajird-153	14	14	,	,	PUNCT
ajird-153	14	15	.	.	PUNCT
ajird-153	14	16	.	.	PUNCT
ajird-153	15	1	.	.	PUNCT
ajird-153	16	1	,	,	PUNCT
ajird-153	16	2	wnd	wnd	PROPN
ajird-153	16	3	)	)	PUNCT
ajird-153	16	4	𝑤1	𝑤1	VERB
ajird-153	16	5	,	,	PUNCT
ajird-153	16	6	…	…	PUNCT
ajird-153	16	7	,	,	PUNCT
ajird-153	16	8	𝑤𝑑	𝑤𝑑	ADP
ajird-153	16	9	from	from	ADP
ajird-153	16	10	dictionary	dictionary	PROPN
ajird-153	16	11	𝑊	𝑊	PROPN
ajird-153	16	12	,	,	PUNCT
ajird-153	16	13	where	where	SCONJ
ajird-153	16	14	d	d	NOUN
ajird-153	16	15	is	be	AUX
ajird-153	16	16	the	the	DET
ajird-153	16	17	length	length	NOUN
ajird-153	16	18	of	of	ADP
ajird-153	16	19	the	the	DET
ajird-153	16	20	document	document	NOUN
ajird-153	16	21	american	american	ADJ
ajird-153	16	22	journal	journal	PROPN
ajird-153	16	23	of	of	ADP
ajird-153	16	24	interdisciplinary	interdisciplinary	ADJ
ajird-153	16	25	research	research	NOUN
ajird-153	16	26	and	and	CCONJ
ajird-153	16	27	development	development	NOUN
ajird-153	16	28	issn	issn	PROPN
ajird-153	16	29	online	online	NOUN
ajird-153	16	30	:	:	PUNCT
ajird-153	16	31	2771	2771	NUM
ajird-153	16	32	-	-	SYM
ajird-153	16	33	8948	8948	NUM
ajird-153	16	34	website	website	NOUN
ajird-153	16	35	:	:	PUNCT
ajird-153	16	36	www.ajird.journalspark.org	www.ajird.journalspark.org	ADJ
ajird-153	16	37	volume	volume	NOUN
ajird-153	16	38	05	05	NUM
ajird-153	16	39	,	,	PUNCT
ajird-153	16	40	june	june	PROPN
ajird-153	16	41	,	,	PUNCT
ajird-153	16	42	2022	2022	NUM
ajird-153	16	43	280	280	NUM
ajird-153	17	1	|	|	ADV
ajird-153	17	2	p	p	NOUN
ajird-153	17	3	a	a	DET
ajird-153	17	4	g	g	NOUN
ajird-153	17	5	e	e	NOUN
ajird-153	17	6	in	in	ADP
ajird-153	17	7	words	word	NOUN
ajird-153	17	8	.	.	PUNCT
ajird-153	18	1	the	the	DET
ajird-153	18	2	same	same	ADJ
ajird-153	18	3	word	word	NOUN
ajird-153	18	4	can	can	AUX
ajird-153	18	5	be	be	AUX
ajird-153	18	6	repeated	repeat	VERB
ajird-153	18	7	many	many	ADJ
ajird-153	18	8	times	time	NOUN
ajird-153	18	9	in	in	ADP
ajird-153	18	10	a	a	DET
ajird-153	18	11	document	document	NOUN
ajird-153	18	12	.	.	PUNCT
ajird-153	19	1	the	the	DET
ajird-153	19	2	categorization	categorization	NOUN
ajird-153	19	3	problem	problem	NOUN
ajird-153	19	4	is	be	AUX
ajird-153	19	5	the	the	DET
ajird-153	19	6	problem	problem	NOUN
ajird-153	19	7	of	of	ADP
ajird-153	19	8	assigning	assign	VERB
ajird-153	19	9	a	a	DET
ajird-153	19	10	boolean	boolean	ADJ
ajird-153	19	11	value	value	NOUN
ajird-153	19	12	to	to	ADP
ajird-153	19	13	each	each	DET
ajird-153	19	14	pair	pair	NOUN
ajird-153	19	15	{	{	PUNCT
ajird-153	19	16	𝑑	𝑑	NOUN
ajird-153	19	17	,	,	PUNCT
ajird-153	19	18	𝑐	𝑐	NOUN
ajird-153	19	19	}	}	PUNCT
ajird-153	19	20	∈	∈	PROPN
ajird-153	19	21	𝐷	𝐷	PROPN
ajird-153	19	22	∗	∗	NOUN
ajird-153	19	23	𝐶	𝐶	PROPN
ajird-153	19	24	..	..	PUNCT
ajird-153	19	25	boolean	boolean	ADJ
ajird-153	19	26	value	value	NOUN
ajird-153	19	27	1	1	NUM
ajird-153	19	28	means	mean	VERB
ajird-153	19	29	document	document	NOUN
ajird-153	19	30	d	d	AUX
ajird-153	19	31	belongs	belong	VERB
ajird-153	19	32	to	to	ADP
ajird-153	19	33	category	category	NOUN
ajird-153	19	34	c	c	NOUN
ajird-153	19	35	,	,	PUNCT
ajird-153	19	36	while	while	SCONJ
ajird-153	19	37	a	a	DET
ajird-153	19	38	value	value	NOUN
ajird-153	19	39	of	of	ADP
ajird-153	19	40	0	0	NUM
ajird-153	19	41	means	mean	VERB
ajird-153	19	42	the	the	DET
ajird-153	19	43	opposite	opposite	NOUN
ajird-153	19	44	.	.	PUNCT
ajird-153	20	1	more	more	ADV
ajird-153	20	2	formally	formally	ADV
ajird-153	20	3	,	,	PUNCT
ajird-153	20	4	the	the	DET
ajird-153	20	5	categorization	categorization	NOUN
ajird-153	20	6	problem	problem	NOUN
ajird-153	20	7	is	be	AUX
ajird-153	20	8	the	the	DET
ajird-153	20	9	problem	problem	NOUN
ajird-153	20	10	of	of	ADP
ajird-153	20	11	recovering	recover	VERB
ajird-153	20	12	an	an	DET
ajird-153	20	13	unknown	unknown	ADJ
ajird-153	20	14	objective	objective	ADJ
ajird-153	20	15	function	function	NOUN
ajird-153	20	16	φ	φ	NOUN
ajird-153	20	17	:	:	PUNCT
ajird-153	20	18	𝐷	𝐷	PROPN
ajird-153	20	19	∗	∗	NOUN
ajird-153	20	20	𝐶	𝐶	PROPN
ajird-153	20	21	→	→	SYM
ajird-153	20	22	{	{	PUNCT
ajird-153	20	23	1,0	1,0	NUM
ajird-153	20	24	}	}	PUNCT
ajird-153	20	25	.	.	PUNCT
ajird-153	21	1	in	in	ADP
ajird-153	21	2	many	many	ADJ
ajird-153	21	3	document	document	NOUN
ajird-153	21	4	categories	category	NOUN
ajird-153	21	5	,	,	PUNCT
ajird-153	21	6	the	the	DET
ajird-153	21	7	training	training	NOUN
ajird-153	21	8	data	datum	NOUN
ajird-153	21	9	set	set	VERB
ajird-153	21	10	from	from	ADP
ajird-153	21	11	the	the	DET
ajird-153	21	12	source	source	NOUN
ajird-153	21	13	field	field	NOUN
ajird-153	21	14	is	be	AUX
ajird-153	21	15	always	always	ADV
ajird-153	21	16	out	out	ADP
ajird-153	21	17	of	of	ADP
ajird-153	21	18	date	date	NOUN
ajird-153	21	19	,	,	PUNCT
ajird-153	21	20	but	but	CCONJ
ajird-153	21	21	if	if	SCONJ
ajird-153	21	22	some	some	DET
ajird-153	21	23	existing	exist	VERB
ajird-153	21	24	stale	stale	ADJ
ajird-153	21	25	data	datum	NOUN
ajird-153	21	26	is	be	AUX
ajird-153	21	27	similar	similar	ADJ
ajird-153	21	28	to	to	ADP
ajird-153	21	29	the	the	DET
ajird-153	21	30	test	test	NOUN
ajird-153	21	31	data	datum	NOUN
ajird-153	21	32	in	in	ADP
ajird-153	21	33	the	the	DET
ajird-153	21	34	target	target	NOUN
ajird-153	21	35	field	field	NOUN
ajird-153	21	36	,	,	PUNCT
ajird-153	21	37	then	then	ADV
ajird-153	21	38	we	we	PRON
ajird-153	21	39	might	might	AUX
ajird-153	21	40	consider	consider	VERB
ajird-153	21	41	using	use	VERB
ajird-153	21	42	clustering	clustering	ADJ
ajird-153	21	43	technology	technology	NOUN
ajird-153	21	44	to	to	PART
ajird-153	21	45	find	find	VERB
ajird-153	21	46	them	they	PRON
ajird-153	21	47	to	to	PART
ajird-153	21	48	help	help	VERB
ajird-153	21	49	train	train	VERB
ajird-153	21	50	targets	target	NOUN
ajird-153	21	51	and	and	CCONJ
ajird-153	21	52	goals	goal	NOUN
ajird-153	21	53	.	.	PUNCT
ajird-153	22	1	in	in	ADP
ajird-153	22	2	this	this	DET
ajird-153	22	3	article	article	NOUN
ajird-153	22	4	,	,	PUNCT
ajird-153	22	5	the	the	DET
ajird-153	22	6	density	density	NOUN
ajird-153	22	7	-	-	PUNCT
ajird-153	22	8	based	base	VERB
ajird-153	22	9	spatial	spatial	ADJ
ajird-153	22	10	clustering	clustering	NOUN
ajird-153	22	11	(	(	PUNCT
ajird-153	22	12	dsp	dsp	NOUN
ajird-153	22	13	)	)	PUNCT
ajird-153	22	14	algorithm	algorithm	NOUN
ajird-153	22	15	is	be	AUX
ajird-153	22	16	applied	apply	VERB
ajird-153	22	17	to	to	PART
ajird-153	22	18	classify	classify	VERB
ajird-153	22	19	documents	document	NOUN
ajird-153	22	20	in	in	ADP
ajird-153	22	21	higher	high	ADJ
ajird-153	22	22	education	education	NOUN
ajird-153	22	23	institutions	institution	NOUN
ajird-153	22	24	.	.	PUNCT
ajird-153	23	1	in	in	ADP
ajird-153	23	2	this	this	DET
ajird-153	23	3	case	case	NOUN
ajird-153	23	4	,	,	PUNCT
ajird-153	23	5	the	the	DET
ajird-153	23	6	documentation	documentation	NOUN
ajird-153	23	7	of	of	ADP
ajird-153	23	8	the	the	DET
ajird-153	23	9	department	department	NOUN
ajird-153	23	10	of	of	ADP
ajird-153	23	11	"	"	PUNCT
ajird-153	23	12	system	system	NOUN
ajird-153	23	13	and	and	CCONJ
ajird-153	23	14	software	software	NOUN
ajird-153	23	15	"	"	PUNCT
ajird-153	23	16	at	at	ADP
ajird-153	23	17	the	the	DET
ajird-153	23	18	institute	institute	PROPN
ajird-153	23	19	of	of	ADP
ajird-153	23	20	tashkent	tashkent	PROPN
ajird-153	23	21	university	university	PROPN
ajird-153	23	22	of	of	ADP
ajird-153	23	23	information	information	NOUN
ajird-153	23	24	technologies	technology	NOUN
ajird-153	23	25	.	.	PUNCT
ajird-153	24	1	the	the	DET
ajird-153	24	2	essence	essence	NOUN
ajird-153	24	3	of	of	ADP
ajird-153	24	4	classification	classification	NOUN
ajird-153	24	5	is	be	AUX
ajird-153	24	6	to	to	PART
ajird-153	24	7	reduce	reduce	VERB
ajird-153	24	8	and	and	CCONJ
ajird-153	24	9	filter	filter	NOUN
ajird-153	24	10	characters	character	NOUN
ajird-153	24	11	and	and	CCONJ
ajird-153	24	12	repeat	repeat	VERB
ajird-153	24	13	words	word	NOUN
ajird-153	24	14	.	.	PUNCT
ajird-153	25	1	information	information	NOUN
ajird-153	25	2	in	in	ADP
ajird-153	25	3	documents	document	NOUN
ajird-153	25	4	is	be	AUX
ajird-153	25	5	treated	treat	VERB
ajird-153	25	6	as	as	ADP
ajird-153	25	7	character	character	NOUN
ajird-153	25	8	labels	label	NOUN
ajird-153	25	9	and	and	CCONJ
ajird-153	25	10	has	have	VERB
ajird-153	25	11	no	no	DET
ajird-153	25	12	additional	additional	ADJ
ajird-153	25	13	meaning	meaning	NOUN
ajird-153	25	14	.	.	PUNCT
ajird-153	26	1	one	one	NUM
ajird-153	26	2	of	of	ADP
ajird-153	26	3	the	the	DET
ajird-153	26	4	difficulties	difficulty	NOUN
ajird-153	26	5	of	of	ADP
ajird-153	26	6	categorizing	categorize	VERB
ajird-153	26	7	documents	document	NOUN
ajird-153	26	8	is	be	AUX
ajird-153	26	9	the	the	DET
ajird-153	26	10	high	high	ADJ
ajird-153	26	11	dimension	dimension	NOUN
ajird-153	26	12	of	of	ADP
ajird-153	26	13	the	the	DET
ajird-153	26	14	feature	feature	NOUN
ajird-153	26	15	element	element	NOUN
ajird-153	26	16	space	space	NOUN
ajird-153	26	17	.	.	PUNCT
ajird-153	27	1	characteristic	characteristic	ADJ
ajird-153	27	2	elements	element	NOUN
ajird-153	27	3	in	in	ADP
ajird-153	27	4	the	the	DET
ajird-153	27	5	categorization	categorization	NOUN
ajird-153	27	6	of	of	ADP
ajird-153	27	7	documents	document	NOUN
ajird-153	27	8	mainly	mainly	ADV
ajird-153	27	9	refer	refer	VERB
ajird-153	27	10	to	to	ADP
ajird-153	27	11	words	word	NOUN
ajird-153	27	12	obtained	obtain	VERB
ajird-153	27	13	as	as	ADP
ajird-153	27	14	a	a	DET
ajird-153	27	15	result	result	NOUN
ajird-153	27	16	of	of	ADP
ajird-153	27	17	text	text	NOUN
ajird-153	27	18	processing	processing	NOUN
ajird-153	27	19	,	,	PUNCT
ajird-153	27	20	and	and	CCONJ
ajird-153	27	21	the	the	DET
ajird-153	27	22	dimension	dimension	NOUN
ajird-153	27	23	of	of	ADP
ajird-153	27	24	a	a	DET
ajird-153	27	25	functional	functional	ADJ
ajird-153	27	26	element	element	NOUN
ajird-153	27	27	is	be	AUX
ajird-153	27	28	equal	equal	ADJ
ajird-153	27	29	to	to	ADP
ajird-153	27	30	the	the	DET
ajird-153	27	31	number	number	NOUN
ajird-153	27	32	of	of	ADP
ajird-153	27	33	different	different	ADJ
ajird-153	27	34	words	word	NOUN
ajird-153	27	35	.	.	PUNCT
ajird-153	28	1	in	in	ADP
ajird-153	28	2	this	this	DET
ajird-153	28	3	article	article	NOUN
ajird-153	28	4	,	,	PUNCT
ajird-153	28	5	density	density	NOUN
ajird-153	28	6	-	-	PUNCT
ajird-153	28	7	based	base	VERB
ajird-153	28	8	spatial	spatial	NOUN
ajird-153	28	9	clustering	cluster	VERB
ajird-153	28	10	the	the	DET
ajird-153	28	11	problem	problem	NOUN
ajird-153	28	12	of	of	ADP
ajird-153	28	13	non	non	ADJ
ajird-153	28	14	-	-	ADJ
ajird-153	28	15	hierarchical	hierarchical	ADJ
ajird-153	28	16	categorization	categorization	NOUN
ajird-153	28	17	can	can	AUX
ajird-153	28	18	be	be	AUX
ajird-153	28	19	considered	consider	VERB
ajird-153	28	20	as	as	ADP
ajird-153	28	21	a	a	DET
ajird-153	28	22	multi	multi	ADJ
ajird-153	28	23	-	-	ADJ
ajird-153	28	24	class	class	ADJ
ajird-153	28	25	classification	classification	NOUN
ajird-153	28	26	problem	problem	NOUN
ajird-153	28	27	,	,	PUNCT
ajird-153	28	28	for	for	ADP
ajird-153	28	29	which	which	PRON
ajird-153	28	30	the	the	DET
ajird-153	28	31	set	set	NOUN
ajird-153	28	32	of	of	ADP
ajird-153	28	33	classes	class	NOUN
ajird-153	28	34	is	be	AUX
ajird-153	28	35	the	the	DET
ajird-153	28	36	set	set	NOUN
ajird-153	28	37	of	of	ADP
ajird-153	28	38	categories	category	NOUN
ajird-153	28	39	c	c	PROPN
ajird-153	28	40	,	,	PUNCT
ajird-153	28	41	the	the	DET
ajird-153	28	42	set	set	NOUN
ajird-153	28	43	of	of	ADP
ajird-153	28	44	objects	object	NOUN
ajird-153	28	45	is	be	AUX
ajird-153	28	46	the	the	DET
ajird-153	28	47	set	set	NOUN
ajird-153	28	48	of	of	ADP
ajird-153	28	49	documents	document	NOUN
ajird-153	28	50	d	d	NOUN
ajird-153	28	51	,	,	PUNCT
ajird-153	28	52	and	and	CCONJ
ajird-153	28	53	the	the	DET
ajird-153	28	54	set	set	NOUN
ajird-153	28	55	of	of	ADP
ajird-153	28	56	precedents	precedent	NOUN
ajird-153	28	57	is	be	AUX
ajird-153	28	58	a	a	DET
ajird-153	28	59	previously	previously	ADV
ajird-153	28	60	known	know	VERB
ajird-153	28	61	set	set	NOUN
ajird-153	28	62	of	of	ADP
ajird-153	28	63	pairs	pair	NOUN
ajird-153	28	64	{	{	PUNCT
ajird-153	28	65	d	d	NOUN
ajird-153	28	66	,	,	PUNCT
ajird-153	28	67	c	c	NOUN
ajird-153	28	68	}	}	PUNCT
ajird-153	28	69	,	,	PUNCT
ajird-153	28	70	where	where	SCONJ
ajird-153	28	71	d	d	PROPN
ajird-153	28	72	∈	∈	PROPN
ajird-153	28	73	d	d	PROPN
ajird-153	28	74	,	,	PUNCT
ajird-153	28	75	c	c	PROPN
ajird-153	28	76	∈	∈	PROPN
ajird-153	28	77	c	c	PROPN
ajird-153	28	78	.	.	PUNCT
ajird-153	28	79	ii	ii	PROPN
ajird-153	28	80	.	.	PROPN
ajird-153	28	81	material	material	NOUN
ajird-153	28	82	and	and	CCONJ
ajird-153	28	83	methods	method	NOUN
ajird-153	28	84	there	there	PRON
ajird-153	28	85	are	be	VERB
ajird-153	28	86	three	three	NUM
ajird-153	28	87	approaches	approach	NOUN
ajird-153	28	88	to	to	ADP
ajird-153	28	89	solving	solve	VERB
ajird-153	28	90	the	the	DET
ajird-153	28	91	text	text	NOUN
ajird-153	28	92	classification	classification	NOUN
ajird-153	28	93	problem	problem	NOUN
ajird-153	28	94	:	:	PUNCT
ajird-153	28	95	supervised	supervised	ADJ
ajird-153	28	96	learning	learning	NOUN
ajird-153	28	97	,	,	PUNCT
ajird-153	28	98	unsupervised	unsupervised	ADJ
ajird-153	28	99	learning	learning	NOUN
ajird-153	28	100	,	,	PUNCT
ajird-153	28	101	and	and	CCONJ
ajird-153	28	102	confirmation	confirmation	NOUN
ajird-153	28	103	learning	learning	NOUN
ajird-153	28	104	.	.	PUNCT
ajird-153	29	1	one	one	NUM
ajird-153	29	2	of	of	ADP
ajird-153	29	3	the	the	DET
ajird-153	29	4	popular	popular	ADJ
ajird-153	29	5	approaches	approach	NOUN
ajird-153	29	6	of	of	ADP
ajird-153	29	7	most	most	ADJ
ajird-153	29	8	interest	interest	NOUN
ajird-153	29	9	is	be	AUX
ajird-153	29	10	classification	classification	NOUN
ajird-153	29	11	based	base	VERB
ajird-153	29	12	on	on	ADP
ajird-153	29	13	machine	machine	NOUN
ajird-153	29	14	learning	learning	NOUN
ajird-153	29	15	.	.	PUNCT
ajird-153	30	1	with	with	ADP
ajird-153	30	2	this	this	DET
ajird-153	30	3	approach	approach	NOUN
ajird-153	30	4	,	,	PUNCT
ajird-153	30	5	the	the	DET
ajird-153	30	6	training	training	NOUN
ajird-153	30	7	of	of	ADP
ajird-153	30	8	the	the	DET
ajird-153	30	9	classifier	classifier	NOUN
ajird-153	30	10	(	(	PUNCT
ajird-153	30	11	a	a	DET
ajird-153	30	12	system	system	NOUN
ajird-153	30	13	of	of	ADP
ajird-153	30	14	naming	name	VERB
ajird-153	30	15	objects	object	NOUN
ajird-153	30	16	,	,	PUNCT
ajird-153	30	17	each	each	PRON
ajird-153	30	18	of	of	ADP
ajird-153	30	19	which	which	PRON
ajird-153	30	20	corresponds	correspond	VERB
ajird-153	30	21	to	to	ADP
ajird-153	30	22	a	a	DET
ajird-153	30	23	unique	unique	ADJ
ajird-153	30	24	identifier	identifier	NOUN
ajird-153	30	25	)	)	PUNCT
ajird-153	30	26	is	be	AUX
ajird-153	30	27	carried	carry	VERB
ajird-153	30	28	out	out	ADP
ajird-153	30	29	on	on	ADP
ajird-153	30	30	a	a	DET
ajird-153	30	31	set	set	NOUN
ajird-153	30	32	of	of	ADP
ajird-153	30	33	initial	initial	ADJ
ajird-153	30	34	training	training	NOUN
ajird-153	30	35	data	datum	NOUN
ajird-153	30	36	in	in	ADP
ajird-153	30	37	the	the	DET
ajird-153	30	38	form	form	NOUN
ajird-153	30	39	of	of	ADP
ajird-153	30	40	documents	document	NOUN
ajird-153	30	41	with	with	ADP
ajird-153	30	42	categories	category	NOUN
ajird-153	30	43	assigned	assign	VERB
ajird-153	30	44	american	american	ADJ
ajird-153	30	45	journal	journal	PROPN
ajird-153	30	46	of	of	ADP
ajird-153	30	47	interdisciplinary	interdisciplinary	ADJ
ajird-153	30	48	research	research	NOUN
ajird-153	30	49	and	and	CCONJ
ajird-153	30	50	development	development	NOUN
ajird-153	30	51	issn	issn	PROPN
ajird-153	30	52	online	online	NOUN
ajird-153	30	53	:	:	PUNCT
ajird-153	30	54	2771	2771	NUM
ajird-153	30	55	-	-	SYM
ajird-153	30	56	8948	8948	NUM
ajird-153	30	57	website	website	NOUN
ajird-153	30	58	:	:	PUNCT
ajird-153	30	59	www.ajird.journalspark.org	www.ajird.journalspark.org	ADJ
ajird-153	30	60	volume	volume	NOUN
ajird-153	30	61	05	05	NUM
ajird-153	30	62	,	,	PUNCT
ajird-153	30	63	june	june	PROPN
ajird-153	30	64	,	,	PUNCT
ajird-153	30	65	2022	2022	NUM
ajird-153	30	66	281	281	NUM
ajird-153	30	67	|	|	ADV
ajird-153	30	68	p	p	ADP
ajird-153	30	69	a	a	DET
ajird-153	30	70	g	g	NOUN
ajird-153	30	71	e	e	NOUN
ajird-153	30	72	in	in	ADP
ajird-153	30	73	formula	formula	NOUN
ajird-153	30	74	(	(	PUNCT
ajird-153	30	75	1	1	NUM
ajird-153	30	76	)	)	PUNCT
ajird-153	30	77	,	,	PUNCT
ajird-153	30	78	the	the	DET
ajird-153	30	79	vertical	vertical	ADJ
ajird-153	30	80	and	and	CCONJ
ajird-153	30	81	horizontal	horizontal	ADJ
ajird-153	30	82	coordinates	coordinate	NOUN
ajird-153	30	83	are	be	AUX
ajird-153	30	84	the	the	DET
ajird-153	30	85	keyword	keyword	NOUN
ajird-153	30	86	list	list	NOUN
ajird-153	30	87	index	index	NOUN
ajird-153	30	88	.	.	PUNCT
ajird-153	31	1	𝑎𝑖𝑗	𝑎𝑖𝑗	NOUN
ajird-153	31	2	(	(	PUNCT
ajird-153	31	3	𝑖	𝑖	PROPN
ajird-153	31	4	≠	≠	PROPN
ajird-153	31	5	𝑗	𝑗	PROPN
ajird-153	31	6	)	)	PUNCT
ajird-153	31	7	indicates	indicate	VERB
ajird-153	31	8	the	the	DET
ajird-153	31	9	number	number	NOUN
ajird-153	31	10	of	of	ADP
ajird-153	31	11	words	word	NOUN
ajird-153	31	12	𝑖𝑤	𝑖𝑤	ADP
ajird-153	31	13	𝑎𝑛𝑑	𝑎𝑛𝑑	PROPN
ajird-153	31	14	𝑗𝑤occurring	𝑗𝑤occurre	VERB
ajird-153	31	15	together	together	ADV
ajird-153	31	16	in	in	ADP
ajird-153	31	17	the	the	DET
ajird-153	31	18	same	same	ADJ
ajird-153	31	19	document	document	NOUN
ajird-153	31	20	.	.	PUNCT
ajird-153	32	1	𝑎𝑖𝑗	𝑎𝑖𝑗	NOUN
ajird-153	32	2	(	(	PUNCT
ajird-153	32	3	𝑖	𝑖	NOUN
ajird-153	32	4	−	−	PROPN
ajird-153	32	5	1,2	1,2	NUM
ajird-153	32	6	,	,	PUNCT
ajird-153	32	7	…	…	PUNCT
ajird-153	32	8	𝑛	𝑛	X
ajird-153	32	9	)	)	PUNCT
ajird-153	32	10	expresses	express	VERB
ajird-153	32	11	the	the	DET
ajird-153	32	12	frequency	frequency	NOUN
ajird-153	32	13	of	of	ADP
ajird-153	32	14	words	word	NOUN
ajird-153	32	15	.	.	PUNCT
ajird-153	33	1	the	the	DET
ajird-153	33	2	distance	distance	NOUN
ajird-153	33	3	between	between	ADP
ajird-153	33	4	words	word	NOUN
ajird-153	33	5	can	can	AUX
ajird-153	33	6	be	be	AUX
ajird-153	33	7	determined	determine	VERB
ajird-153	33	8	using	use	VERB
ajird-153	33	9	the	the	DET
ajird-153	33	10	word	word	NOUN
ajird-153	33	11	matching	matching	NOUN
ajird-153	33	12	matrix	matrix	NOUN
ajird-153	33	13	.	.	PUNCT
ajird-153	34	1	the	the	PRON
ajird-153	34	2	higher	high	ADJ
ajird-153	34	3	the	the	DET
ajird-153	34	4	frequency	frequency	NOUN
ajird-153	34	5	of	of	ADP
ajird-153	34	6	matching	match	VERB
ajird-153	34	7	two	two	NUM
ajird-153	34	8	words	word	NOUN
ajird-153	34	9	,	,	PUNCT
ajird-153	34	10	the	the	DET
ajird-153	34	11	smaller	small	ADJ
ajird-153	34	12	the	the	DET
ajird-153	34	13	distance	distance	NOUN
ajird-153	34	14	between	between	ADP
ajird-153	34	15	them	they	PRON
ajird-153	34	16	.	.	PUNCT
ajird-153	35	1	the	the	DET
ajird-153	35	2	transformation	transformation	NOUN
ajird-153	35	3	formula	formula	NOUN
ajird-153	35	4	used	use	VERB
ajird-153	35	5	here	here	ADV
ajird-153	35	6	is	be	AUX
ajird-153	35	7	:	:	PUNCT
ajird-153	35	8	𝑑(𝑤𝑖	𝑑(𝑤𝑖	NOUN
ajird-153	35	9	,	,	PUNCT
ajird-153	35	10	𝑤𝑗	𝑤𝑗	NOUN
ajird-153	35	11	)	)	PUNCT
ajird-153	35	12	=	=	SYM
ajird-153	35	13	1	1	NUM
ajird-153	35	14	(	(	PUNCT
ajird-153	35	15	1+𝑐𝑜_𝑤𝑜𝑟𝑑𝑠(𝑤𝑖,𝑤𝑗	1+𝑐𝑜_𝑤𝑜𝑟𝑑𝑠(𝑤𝑖,𝑤𝑗	NOUN
ajird-153	35	16	)	)	PUNCT
ajird-153	35	17	)	)	PUNCT
ajird-153	35	18	(	(	PUNCT
ajird-153	35	19	2	2	X
ajird-153	35	20	)	)	PUNCT
ajird-153	35	21	𝑐𝑜_𝑤𝑜𝑟𝑑𝑠(𝑤𝑖	𝑐𝑜_𝑤𝑜𝑟𝑑𝑠(𝑤𝑖	PROPN
ajird-153	35	22	,	,	PUNCT
ajird-153	35	23	𝑤𝑗)in	𝑤𝑗)in	PRON
ajird-153	35	24	formula	formula	NOUN
ajird-153	35	25	(	(	PUNCT
ajird-153	35	26	2	2	X
ajird-153	35	27	)	)	PUNCT
ajird-153	35	28	shows	show	VERB
ajird-153	35	29	the	the	DET
ajird-153	35	30	number	number	NOUN
ajird-153	35	31	of	of	ADP
ajird-153	35	32	words	word	NOUN
ajird-153	35	33	𝑤𝑖	𝑤𝑖	ADP
ajird-153	35	34	,	,	PUNCT
ajird-153	35	35	𝑤𝑗	𝑤𝑗	X
ajird-153	35	36	in	in	ADP
ajird-153	35	37	the	the	DET
ajird-153	35	38	same	same	ADJ
ajird-153	35	39	document	document	NOUN
ajird-153	35	40	,	,	PUNCT
ajird-153	35	41	denominator	denominator	NOUN
ajird-153	35	42	plus	plus	CCONJ
ajird-153	35	43	1	1	NUM
ajird-153	35	44	to	to	PART
ajird-153	35	45	eliminate	eliminate	VERB
ajird-153	35	46	the	the	DET
ajird-153	35	47	possibility	possibility	NOUN
ajird-153	35	48	of	of	ADP
ajird-153	35	49	infinite	infinite	ADJ
ajird-153	35	50	distance	distance	NOUN
ajird-153	35	51	while	while	SCONJ
ajird-153	35	52	protecting	protect	VERB
ajird-153	35	53	the	the	DET
ajird-153	35	54	standardized	standardized	ADJ
ajird-153	35	55	requirements.using	requirements.use	VERB
ajird-153	35	56	formula	formula	NOUN
ajird-153	35	57	(	(	PUNCT
ajird-153	35	58	1	1	NUM
ajird-153	35	59	)	)	PUNCT
ajird-153	35	60	,	,	PUNCT
ajird-153	35	61	formula	formula	NOUN
ajird-153	35	62	2𝑎𝑖𝑗can	2𝑎𝑖𝑗can	NUM
ajird-153	35	63	be	be	AUX
ajird-153	35	64	converted	convert	VERB
ajird-153	35	65	into	into	ADP
ajird-153	35	66	a	a	DET
ajird-153	35	67	distance	distance	NOUN
ajird-153	35	68	to	to	PART
ajird-153	35	69	obtain	obtain	VERB
ajird-153	35	70	a	a	DET
ajird-153	35	71	word	word	NOUN
ajird-153	35	72	matching	matching	NOUN
ajird-153	35	73	matrix	matrix	NOUN
ajird-153	35	74	of	of	ADP
ajird-153	35	75	documents	document	NOUN
ajird-153	35	76	.	.	PUNCT
ajird-153	36	1	to	to	PART
ajird-153	36	2	initialize	initialize	VERB
ajird-153	36	3	the	the	DET
ajird-153	36	4	eps	eps	PROPN
ajird-153	36	5	radius	radius	NOUN
ajird-153	36	6	,	,	PUNCT
ajird-153	36	7	a	a	DET
ajird-153	36	8	minimum	minimum	ADJ
ajird-153	36	9	number	number	NOUN
ajird-153	36	10	of	of	ADP
ajird-153	36	11	points	point	NOUN
ajird-153	36	12	is	be	AUX
ajird-153	36	13	considered	consider	VERB
ajird-153	36	14	using	use	VERB
ajird-153	36	15	a	a	DET
ajird-153	36	16	"	"	PUNCT
ajird-153	36	17	density	density	NOUN
ajird-153	36	18	-	-	PUNCT
ajird-153	36	19	based	base	VERB
ajird-153	36	20	spatial	spatial	ADJ
ajird-153	36	21	clustering	clustering	NOUN
ajird-153	36	22	"	"	PUNCT
ajird-153	36	23	algorithm	algorithm	NOUN
ajird-153	36	24	to	to	PART
ajird-153	36	25	achieve	achieve	VERB
ajird-153	36	26	word	word	NOUN
ajird-153	36	27	clustering	clustering	NOUN
ajird-153	36	28	.	.	PUNCT
ajird-153	37	1	the	the	DET
ajird-153	37	2	cluster	cluster	NOUN
ajird-153	37	3	should	should	AUX
ajird-153	37	4	be	be	AUX
ajird-153	37	5	output	output	NOUN
ajird-153	37	6	after	after	ADP
ajird-153	37	7	clustering	cluster	VERB
ajird-153	37	8	and	and	CCONJ
ajird-153	37	9	cluster	cluster	NOUN
ajird-153	37	10	processing	processing	NOUN
ajird-153	37	11	.	.	PUNCT
ajird-153	38	1	an	an	DET
ajird-153	38	2	isolated	isolated	ADJ
ajird-153	38	3	point	point	NOUN
ajird-153	38	4	is	be	AUX
ajird-153	38	5	removed	remove	VERB
ajird-153	38	6	.	.	PUNCT
ajird-153	39	1	the	the	PRON
ajird-153	39	2	more	more	ADV
ajird-153	39	3	closely	closely	ADV
ajird-153	39	4	the	the	DET
ajird-153	39	5	words	word	NOUN
ajird-153	39	6	are	be	AUX
ajird-153	39	7	connected	connect	VERB
ajird-153	39	8	in	in	ADP
ajird-153	39	9	a	a	DET
ajird-153	39	10	cluster	cluster	NOUN
ajird-153	39	11	,	,	PUNCT
ajird-153	39	12	the	the	PRON
ajird-153	39	13	farther	far	ADV
ajird-153	39	14	it	it	PRON
ajird-153	39	15	is	be	AUX
ajird-153	39	16	.	.	PUNCT
ajird-153	40	1	definitions	definition	NOUN
ajird-153	40	2	in	in	ADP
ajird-153	40	3	the	the	DET
ajird-153	40	4	"	"	PUNCT
ajird-153	40	5	density	density	NOUN
ajird-153	40	6	based	base	VERB
ajird-153	40	7	spatial	spatial	ADJ
ajird-153	40	8	clustering	clustering	NOUN
ajird-153	40	9	"	"	PUNCT
ajird-153	40	10	algorithm	algorithm	NOUN
ajird-153	40	11	:	:	PUNCT
ajird-153	40	12	dense	dense	ADJ
ajird-153	40	13	area	area	NOUN
ajird-153	40	14	:	:	PUNCT
ajird-153	40	15	for	for	ADP
ajird-153	40	16	each	each	DET
ajird-153	40	17	point	point	NOUN
ajird-153	40	18	in	in	ADP
ajird-153	40	19	the	the	DET
ajird-153	40	20	cluster	cluster	NOUN
ajird-153	40	21	,	,	PUNCT
ajird-153	40	22	the	the	DET
ajird-153	40	23	circle	circle	NOUN
ajird-153	40	24	with	with	ADP
ajird-153	40	25	radius	radius	NOUN
ajird-153	40	26	contains	contain	VERB
ajird-153	40	27	at	at	ADP
ajird-153	40	28	least	least	ADJ
ajird-153	40	29	the	the	DET
ajird-153	40	30	minimum	minimum	ADJ
ajird-153	40	31	number	number	NOUN
ajird-153	40	32	of	of	ADP
ajird-153	40	33	points	point	NOUN
ajird-153	40	34	(	(	PUNCT
ajird-153	40	35	min	min	NOUN
ajird-153	40	36	points	point	NOUN
ajird-153	40	37	)	)	PUNCT
ajird-153	40	38	.	.	PUNCT
ajird-153	41	1	the	the	DET
ajird-153	41	2	epsilon	epsilon	PROPN
ajird-153	41	3	neighborhood	neighborhood	NOUN
ajird-153	41	4	of	of	ADP
ajird-153	41	5	a	a	DET
ajird-153	41	6	point	point	NOUN
ajird-153	41	7	p	p	NOUN
ajird-153	41	8	in	in	ADP
ajird-153	41	9	the	the	DET
ajird-153	41	10	database	database	NOUN
ajird-153	41	11	is	be	AUX
ajird-153	41	12	determined	determine	VERB
ajird-153	41	13	by	by	ADP
ajird-153	41	14	the	the	DET
ajird-153	41	15	following	follow	VERB
ajird-153	41	16	formula	formula	NOUN
ajird-153	41	17	:	:	PUNCT
ajird-153	41	18	𝑁(𝑝	𝑁(𝑝	X
ajird-153	41	19	)	)	PUNCT
ajird-153	41	20	=	=	SYM
ajird-153	41	21	{	{	PUNCT
ajird-153	41	22	𝑞𝜖𝐷|𝑑𝑖𝑠𝑡(𝑝	𝑞𝜖𝐷|𝑑𝑖𝑠𝑡(𝑝	PROPN
ajird-153	41	23	,	,	PUNCT
ajird-153	41	24	𝑞	𝑞	NOUN
ajird-153	41	25	)	)	PUNCT
ajird-153	41	26	≤∈	≤∈	PROPN
ajird-153	41	27	}	}	PUNCT
ajird-153	41	28	(	(	PUNCT
ajird-153	41	29	3	3	X
ajird-153	41	30	)	)	PUNCT
ajird-153	41	31	with	with	ADP
ajird-153	41	32	feature	feature	NOUN
ajird-153	41	33	clustering	clustering	NOUN
ajird-153	41	34	,	,	PUNCT
ajird-153	41	35	the	the	DET
ajird-153	41	36	new	new	ADJ
ajird-153	41	37	model	model	NOUN
ajird-153	41	38	of	of	ADP
ajird-153	41	39	the	the	DET
ajird-153	41	40	vector	vector	NOUN
ajird-153	41	41	space	space	NOUN
ajird-153	41	42	of	of	ADP
ajird-153	41	43	documents	document	NOUN
ajird-153	41	44	can	can	AUX
ajird-153	41	45	be	be	AUX
ajird-153	41	46	expressed	express	VERB
ajird-153	41	47	as	as	ADP
ajird-153	41	48	the	the	DET
ajird-153	41	49	i	i	PROPN
ajird-153	41	50	-	-	PUNCT
ajird-153	41	51	th	th	VERB
ajird-153	41	52	cluster	cluster	NOUN
ajird-153	41	53	.	.	PUNCT
ajird-153	42	1	if	if	SCONJ
ajird-153	42	2	we	we	PRON
ajird-153	42	3	consider	consider	VERB
ajird-153	42	4	𝑁	𝑁	PROPN
ajird-153	42	5	as	as	ADP
ajird-153	42	6	the	the	DET
ajird-153	42	7	number	number	NOUN
ajird-153	42	8	of	of	ADP
ajird-153	42	9	documents	document	NOUN
ajird-153	42	10	in	in	ADP
ajird-153	42	11	collection	collection	NOUN
ajird-153	42	12	d.	d.	PROPN
ajird-153	42	13	the	the	DET
ajird-153	42	14	weight	weight	NOUN
ajird-153	42	15	formula	formula	NOUN
ajird-153	42	16	will	will	AUX
ajird-153	42	17	look	look	VERB
ajird-153	42	18	like	like	ADP
ajird-153	42	19	this[4	this[4	NOUN
ajird-153	42	20	]	]	NOUN
ajird-153	42	21	:	:	PUNCT
ajird-153	42	22	𝑤𝑖(𝑑	𝑤𝑖(𝑑	X
ajird-153	42	23	)	)	PUNCT
ajird-153	43	1	=	=	SYM
ajird-153	43	2	𝑇𝐹∗𝑙𝑜𝑔2(𝑁	𝑇𝐹∗𝑙𝑜𝑔2(𝑁	X
ajird-153	43	3	𝑁𝑡+𝛽⁄	𝑁𝑡+𝛽⁄	PROPN
ajird-153	43	4	)	)	PUNCT
ajird-153	43	5	√∑	√∑	VERB
ajird-153	43	6	𝑇𝐹∗[𝑙𝑜𝑔2(𝑁	𝑇𝐹∗[𝑙𝑜𝑔2(𝑁	PROPN
ajird-153	43	7	𝑁𝑡+𝛽⁄	𝑁𝑡+𝛽⁄	PROPN
ajird-153	43	8	)	)	PUNCT
ajird-153	43	9	]	]	X
ajird-153	43	10	𝑛	𝑛	PRON
ajird-153	43	11	𝑖=1	𝑖=1	PROPN
ajird-153	43	12	(	(	PUNCT
ajird-153	43	13	5	5	NUM
ajird-153	43	14	)	)	PUNCT
ajird-153	43	15	formula	formula	NOUN
ajird-153	43	16	(	(	PUNCT
ajird-153	43	17	5	5	NUM
ajird-153	43	18	)	)	PUNCT
ajird-153	43	19	is	be	AUX
ajird-153	43	20	directly	directly	ADV
ajird-153	43	21	related	relate	VERB
ajird-153	43	22	to	to	ADP
ajird-153	43	23	the	the	DET
ajird-153	43	24	vector	vector	NOUN
ajird-153	43	25	space	space	NOUN
ajird-153	43	26	model	model	NOUN
ajird-153	43	27	,	,	PUNCT
ajird-153	43	28	where	where	SCONJ
ajird-153	43	29	𝑇𝐹	𝑇𝐹	PROPN
ajird-153	43	30	is	be	AUX
ajird-153	43	31	the	the	DET
ajird-153	43	32	word	word	NOUN
ajird-153	43	33	frequency	frequency	NOUN
ajird-153	43	34	of	of	ADP
ajird-153	43	35	the	the	DET
ajird-153	43	36	characteristic	characteristic	ADJ
ajird-153	43	37	word	word	NOUN
ajird-153	43	38	in	in	ADP
ajird-153	43	39	the	the	DET
ajird-153	43	40	tth	tth	PROPN
ajird-153	43	41	feature	feature	NOUN
ajird-153	43	42	cluster	cluster	NOUN
ajird-153	43	43	,	,	PUNCT
ajird-153	43	44	and	and	CCONJ
ajird-153	43	45	𝑁𝑡refers	𝑁𝑡refer	NOUN
ajird-153	43	46	to	to	ADP
ajird-153	43	47	the	the	DET
ajird-153	43	48	number	number	NOUN
ajird-153	43	49	of	of	ADP
ajird-153	43	50	documents	document	NOUN
ajird-153	43	51	in	in	ADP
ajird-153	43	52	the	the	DET
ajird-153	43	53	collection	collection	NOUN
ajird-153	43	54	.	.	PUNCT
ajird-153	44	1	the	the	DET
ajird-153	44	2	characteristic	characteristic	ADJ
ajird-153	44	3	word	word	NOUN
ajird-153	44	4	appears	appear	VERB
ajird-153	44	5	in	in	ADP
ajird-153	44	6	the	the	DET
ajird-153	44	7	tth	tth	PROPN
ajird-153	44	8	characteristic	characteristic	ADJ
ajird-153	44	9	cluster	cluster	NOUN
ajird-153	44	10	.	.	PUNCT
ajird-153	45	1	the	the	DET
ajird-153	45	2	feature	feature	NOUN
ajird-153	45	3	cluster	cluster	NOUN
ajird-153	45	4	weight	weight	NOUN
ajird-153	45	5	can	can	AUX
ajird-153	45	6	also	also	ADV
ajird-153	45	7	be	be	AUX
ajird-153	45	8	obtained	obtain	VERB
ajird-153	45	9	by	by	ADP
ajird-153	45	10	accumulating	accumulate	VERB
ajird-153	45	11	each	each	DET
ajird-153	45	12	feature	feature	NOUN
ajird-153	45	13	word	word	NOUN
ajird-153	45	14	in	in	ADP
ajird-153	45	15	a	a	DET
ajird-153	45	16	member	member	NOUN
ajird-153	45	17	of	of	ADP
ajird-153	45	18	the	the	DET
ajird-153	45	19	cluster	cluster	NOUN
ajird-153	45	20	.	.	PUNCT
ajird-153	46	1	the	the	DET
ajird-153	46	2	similarity	similarity	NOUN
ajird-153	46	3	between	between	ADP
ajird-153	46	4	two	two	NUM
ajird-153	46	5	documents	document	NOUN
ajird-153	46	6	can	can	AUX
ajird-153	46	7	be	be	AUX
ajird-153	46	8	obtained	obtain	VERB
ajird-153	46	9	by	by	ADP
ajird-153	46	10	calculating	calculate	VERB
ajird-153	46	11	the	the	DET
ajird-153	46	12	cosine	cosine	NOUN
ajird-153	46	13	of	of	ADP
ajird-153	46	14	the	the	DET
ajird-153	46	15	angle	angle	NOUN
ajird-153	46	16	between	between	ADP
ajird-153	46	17	the	the	DET
ajird-153	46	18	two	two	NUM
ajird-153	46	19	vectors	vector	NOUN
ajird-153	46	20	,	,	PUNCT
ajird-153	46	21	assuming	assume	VERB
ajird-153	46	22	that	that	SCONJ
ajird-153	46	23	the	the	DET
ajird-153	46	24	two	two	NUM
ajird-153	46	25	documents	document	NOUN
ajird-153	46	26	𝑑1	𝑑1	NOUN
ajird-153	46	27	=	=	SYM
ajird-153	46	28	(	(	PUNCT
ajird-153	46	29	𝑡1	𝑡1	PROPN
ajird-153	46	30	,	,	PUNCT
ajird-153	46	31	𝑤1	𝑤1	VERB
ajird-153	46	32	,	,	PUNCT
ajird-153	46	33	𝑡2	𝑡2	PROPN
ajird-153	46	34	,	,	PUNCT
ajird-153	46	35	𝑤2	𝑤2	NOUN
ajird-153	46	36	,	,	PUNCT
ajird-153	46	37	…	…	PUNCT
ajird-153	46	38	,	,	PUNCT
ajird-153	46	39	𝑡𝑛	𝑡𝑛	NOUN
ajird-153	46	40	,	,	PUNCT
ajird-153	46	41	𝑤𝑛	𝑤𝑛	NOUN
ajird-153	46	42	)	)	PUNCT
ajird-153	46	43	и	и	NOUN
ajird-153	46	44	𝑑1	𝑑1	NOUN
ajird-153	46	45	=	=	SYM
ajird-153	46	46	(	(	PUNCT
ajird-153	46	47	𝑡1	𝑡1	PROPN
ajird-153	46	48	,	,	PUNCT
ajird-153	46	49	𝑥1	𝑥1	PROPN
ajird-153	46	50	,	,	PUNCT
ajird-153	46	51	𝑡2	𝑡2	PROPN
ajird-153	46	52	,	,	PUNCT
ajird-153	46	53	𝑥2	𝑥2	NOUN
ajird-153	46	54	,	,	PUNCT
ajird-153	46	55	…	…	PUNCT
ajird-153	46	56	,	,	PUNCT
ajird-153	46	57	𝑡𝑛	𝑡𝑛	NOUN
ajird-153	46	58	,	,	PUNCT
ajird-153	46	59	𝑥𝑛	𝑥𝑛	NOUN
ajird-153	46	60	)	)	PUNCT
ajird-153	46	61	similarities	similarity	NOUN
ajird-153	46	62	between	between	ADP
ajird-153	46	63	formulas	formula	NOUN
ajird-153	46	64	:	:	PUNCT
ajird-153	46	65	american	american	ADJ
ajird-153	46	66	journal	journal	PROPN
ajird-153	46	67	of	of	ADP
ajird-153	46	68	interdisciplinary	interdisciplinary	ADJ
ajird-153	46	69	research	research	NOUN
ajird-153	46	70	and	and	CCONJ
ajird-153	46	71	development	development	NOUN
ajird-153	46	72	issn	issn	PROPN
ajird-153	46	73	online	online	NOUN
ajird-153	46	74	:	:	PUNCT
ajird-153	46	75	2771	2771	NUM
ajird-153	46	76	-	-	SYM
ajird-153	46	77	8948	8948	NUM
ajird-153	46	78	website	website	NOUN
ajird-153	46	79	:	:	PUNCT
ajird-153	46	80	www.ajird.journalspark.org	www.ajird.journalspark.org	ADJ
ajird-153	46	81	volume	volume	NOUN
ajird-153	46	82	05	05	NUM
ajird-153	46	83	,	,	PUNCT
ajird-153	46	84	june	june	PROPN
ajird-153	46	85	,	,	PUNCT
ajird-153	46	86	2022	2022	NUM
ajird-153	46	87	282	282	NUM
ajird-153	46	88	|	|	ADV
ajird-153	46	89	p	p	ADP
ajird-153	46	90	a	a	DET
ajird-153	46	91	g	g	NOUN
ajird-153	46	92	e	e	NOUN
ajird-153	46	93	𝑠𝑖𝑚(𝑑1	𝑠𝑖𝑚(𝑑1	NOUN
ajird-153	46	94	,	,	PUNCT
ajird-153	46	95	𝑑2	𝑑2	NOUN
ajird-153	46	96	)	)	PUNCT
ajird-153	46	97	=	=	SYM
ajird-153	47	1	𝑐𝑜𝑠	𝑐𝑜𝑠	NOUN
ajird-153	47	2	∝=	∝=	NOUN
ajird-153	47	3	∑	∑	PROPN
ajird-153	47	4	𝜛𝑖∗𝑥𝑖	𝜛𝑖∗𝑥𝑖	PROPN
ajird-153	47	5	𝑛	𝑛	PRON
ajird-153	47	6	𝑖=1	𝑖=1	PROPN
ajird-153	47	7	(	(	PUNCT
ajird-153	47	8	∑	∑	PUNCT
ajird-153	47	9	𝜛2𝑛	𝜛2𝑛	PUNCT
ajird-153	47	10	𝑖=1	𝑖=1	PROPN
ajird-153	47	11	∗∑	∗∑	NOUN
ajird-153	47	12	𝑥𝑖	𝑥𝑖	PRON
ajird-153	47	13	2𝑛	2𝑛	PROPN
ajird-153	47	14	𝑖=1	𝑖=1	PUNCT
ajird-153	47	15	)	)	PUNCT
ajird-153	47	16	1	1	NUM
ajird-153	47	17	2	2	NUM
ajird-153	47	18	(	(	PUNCT
ajird-153	47	19	6	6	NUM
ajird-153	47	20	)	)	PUNCT
ajird-153	47	21	the	the	DET
ajird-153	47	22	categorization	categorization	NOUN
ajird-153	47	23	task	task	NOUN
ajird-153	47	24	means	mean	VERB
ajird-153	47	25	assigning	assign	VERB
ajird-153	47	26	a	a	DET
ajird-153	47	27	boolean	boolean	ADJ
ajird-153	47	28	value	value	NOUN
ajird-153	47	29	to	to	ADP
ajird-153	47	30	each	each	DET
ajird-153	47	31	pair	pair	NOUN
ajird-153	47	32	of	of	ADP
ajird-153	47	33	𝑓𝑑fd	𝑓𝑑fd	PROPN
ajird-153	47	34	{	{	PUNCT
ajird-153	47	35	𝑑.	𝑑.	NOUN
ajird-153	47	36	𝑐	𝑐	NOUN
ajird-153	47	37	}	}	PUNCT
ajird-153	47	38	∈	∈	PROPN
ajird-153	47	39	𝐷	𝐷	PROPN
ajird-153	47	40	∗	∗	NOUN
ajird-153	47	41	𝐶	𝐶	PROPN
ajird-153	47	42	a	a	DET
ajird-153	47	43	boolean	boolean	ADJ
ajird-153	47	44	value	value	NOUN
ajird-153	47	45	of	of	ADP
ajird-153	47	46	1	1	NUM
ajird-153	47	47	means	mean	VERB
ajird-153	47	48	that	that	DET
ajird-153	47	49	document	document	NOUN
ajird-153	47	50	d	d	NOUN
ajird-153	47	51	belongs	belong	VERB
ajird-153	47	52	to	to	ADP
ajird-153	47	53	the	the	DET
ajird-153	47	54	given	give	VERB
ajird-153	47	55	category	category	NOUN
ajird-153	47	56	,	,	PUNCT
ajird-153	47	57	while	while	SCONJ
ajird-153	47	58	a	a	DET
ajird-153	47	59	value	value	NOUN
ajird-153	47	60	of	of	ADP
ajird-153	47	61	0	0	NUM
ajird-153	47	62	means	mean	VERB
ajird-153	47	63	the	the	DET
ajird-153	47	64	opposite	opposite	NOUN
ajird-153	47	65	.	.	PUNCT
ajird-153	48	1	the	the	DET
ajird-153	48	2	categorization	categorization	NOUN
ajird-153	48	3	problem	problem	NOUN
ajird-153	48	4	is	be	AUX
ajird-153	48	5	the	the	DET
ajird-153	48	6	problem	problem	NOUN
ajird-153	48	7	of	of	ADP
ajird-153	48	8	recovering	recover	VERB
ajird-153	48	9	an	an	DET
ajird-153	48	10	unknown	unknown	ADJ
ajird-153	48	11	objective	objective	ADJ
ajird-153	48	12	function	function	NOUN
ajird-153	48	13	:	:	PUNCT
ajird-153	48	14	ф	ф	X
ajird-153	48	15	:	:	PUNCT
ajird-153	48	16	𝐷	𝐷	NOUN
ajird-153	48	17	∗	∗	NOUN
ajird-153	48	18	𝐶	𝐶	PROPN
ajird-153	48	19	→	→	SYM
ajird-153	48	20	{	{	PUNCT
ajird-153	48	21	1,0	1,0	NUM
ajird-153	48	22	}	}	PUNCT
ajird-153	48	23	all	all	DET
ajird-153	48	24	categories	category	NOUN
ajird-153	48	25	can	can	AUX
ajird-153	48	26	be	be	AUX
ajird-153	48	27	considered	consider	VERB
ajird-153	48	28	symbolic	symbolic	ADJ
ajird-153	48	29	labels	label	NOUN
ajird-153	48	30	,	,	PUNCT
ajird-153	48	31	and	and	CCONJ
ajird-153	48	32	their	their	PRON
ajird-153	48	33	meaning	meaning	NOUN
ajird-153	48	34	does	do	AUX
ajird-153	48	35	not	not	PART
ajird-153	48	36	have	have	VERB
ajird-153	48	37	any	any	DET
ajird-153	48	38	additional	additional	ADJ
ajird-153	48	39	meaning	meaning	NOUN
ajird-153	48	40	.	.	PUNCT
ajird-153	49	1	when	when	SCONJ
ajird-153	49	2	categorizing	categorize	VERB
ajird-153	49	3	documents	document	NOUN
ajird-153	49	4	,	,	PUNCT
ajird-153	49	5	first	first	ADV
ajird-153	49	6	of	of	ADP
ajird-153	49	7	all	all	PRON
ajird-153	49	8	,	,	PUNCT
ajird-153	49	9	the	the	DET
ajird-153	49	10	secondary	secondary	ADJ
ajird-153	49	11	training	training	NOUN
ajird-153	49	12	data	datum	NOUN
ajird-153	49	13	with	with	ADP
ajird-153	49	14	the	the	DET
ajird-153	49	15	target	target	NOUN
ajird-153	49	16	training	training	NOUN
ajird-153	49	17	data	datum	NOUN
ajird-153	49	18	are	be	AUX
ajird-153	49	19	combined	combine	VERB
ajird-153	49	20	for	for	ADP
ajird-153	49	21	clustering	clustering	NOUN
ajird-153	49	22	.	.	PUNCT
ajird-153	50	1	the	the	DET
ajird-153	50	2	secondary	secondary	ADJ
ajird-153	50	3	training	training	NOUN
ajird-153	50	4	data	datum	NOUN
ajird-153	50	5	that	that	PRON
ajird-153	50	6	is	be	AUX
ajird-153	50	7	not	not	PART
ajird-153	50	8	collected	collect	VERB
ajird-153	50	9	together	together	ADV
ajird-153	50	10	with	with	ADP
ajird-153	50	11	the	the	DET
ajird-153	50	12	training	training	NOUN
ajird-153	50	13	target	target	NOUN
ajird-153	50	14	data	datum	NOUN
ajird-153	50	15	in	in	ADP
ajird-153	50	16	the	the	DET
ajird-153	50	17	same	same	ADJ
ajird-153	50	18	cluster	cluster	NOUN
ajird-153	50	19	is	be	AUX
ajird-153	50	20	filtered	filter	VERB
ajird-153	50	21	out	out	ADP
ajird-153	50	22	.	.	PUNCT
ajird-153	51	1	the	the	DET
ajird-153	51	2	rest	rest	NOUN
ajird-153	51	3	is	be	AUX
ajird-153	51	4	higher	high	ADJ
ajird-153	51	5	than	than	ADP
ajird-153	51	6	the	the	DET
ajird-153	51	7	target	target	NOUN
ajird-153	51	8	data	datum	NOUN
ajird-153	51	9	,	,	PUNCT
ajird-153	51	10	and	and	CCONJ
ajird-153	51	11	it	it	PRON
ajird-153	51	12	will	will	AUX
ajird-153	51	13	be	be	AUX
ajird-153	51	14	trained	train	VERB
ajird-153	51	15	along	along	ADP
ajird-153	51	16	with	with	ADP
ajird-153	51	17	the	the	DET
ajird-153	51	18	training	training	NOUN
ajird-153	51	19	target	target	NOUN
ajird-153	51	20	data	datum	NOUN
ajird-153	51	21	.	.	PUNCT
ajird-153	52	1	this	this	PRON
ajird-153	52	2	will	will	AUX
ajird-153	52	3	greatly	greatly	ADV
ajird-153	52	4	improve	improve	VERB
ajird-153	52	5	the	the	DET
ajird-153	52	6	classification	classification	NOUN
ajird-153	52	7	performance	performance	NOUN
ajird-153	52	8	.	.	PUNCT
ajird-153	53	1	some	some	DET
ajird-153	53	2	definitions	definition	NOUN
ajird-153	53	3	will	will	AUX
ajird-153	53	4	be	be	AUX
ajird-153	53	5	given	give	VERB
ajird-153	53	6	for	for	ADP
ajird-153	53	7	the	the	DET
ajird-153	53	8	main	main	ADJ
ajird-153	53	9	characters	character	NOUN
ajird-153	53	10	used	use	VERB
ajird-153	53	11	in	in	ADP
ajird-153	53	12	the	the	DET
ajird-153	53	13	article	article	NOUN
ajird-153	53	14	.	.	PUNCT
ajird-153	54	1	if	if	SCONJ
ajird-153	54	2	you	you	PRON
ajird-153	54	3	set	set	VERB
ajird-153	54	4	the	the	DET
ajird-153	54	5	target	target	NOUN
ajird-153	54	6	pattern	pattern	NOUN
ajird-153	54	7	space	space	NOUN
ajird-153	54	8	to	to	ADP
ajird-153	54	9	𝐹′	𝐹′	PROPN
ajird-153	54	10	𝑎𝑛𝑑	𝑎𝑛𝑑	PROPN
ajird-153	54	11	𝐹	𝐹	PROPN
ajird-153	54	12	for	for	ADP
ajird-153	54	13	the	the	DET
ajird-153	54	14	secondary	secondary	ADJ
ajird-153	54	15	pattern	pattern	NOUN
ajird-153	54	16	space	space	NOUN
ajird-153	54	17	,	,	PUNCT
ajird-153	54	18	𝑌	𝑌	PROPN
ajird-153	54	19	=	=	SYM
ajird-153	54	20	{	{	PUNCT
ajird-153	54	21	0	0	NUM
ajird-153	54	22	,	,	PUNCT
ajird-153	54	23	1	1	NUM
ajird-153	54	24	}	}	PUNCT
ajird-153	54	25	for	for	ADP
ajird-153	54	26	the	the	DET
ajird-153	54	27	class	class	NOUN
ajird-153	54	28	space	space	NOUN
ajird-153	54	29	.	.	PUNCT
ajird-153	55	1	test	test	NOUN
ajird-153	55	2	data	datum	NOUN
ajird-153	55	3	set	set	NOUN
ajird-153	55	4	:	:	PUNCT
ajird-153	56	1	𝑆𝑐	𝑆𝑐	PROPN
ajird-153	56	2	=	=	SYM
ajird-153	56	3	{	{	PUNCT
ajird-153	56	4	(	(	PUNCT
ajird-153	56	5	𝑥1	𝑥1	NOUN
ajird-153	56	6	𝑐	𝑐	NOUN
ajird-153	56	7	,	,	PUNCT
ajird-153	56	8	𝑥2	𝑥2	PROPN
ajird-153	56	9	𝑐	𝑐	NOUN
ajird-153	56	10	,	,	PUNCT
ajird-153	56	11	…	…	PUNCT
ajird-153	56	12	,	,	PUNCT
ajird-153	56	13	𝑥𝑝	𝑥𝑝	NOUN
ajird-153	56	14	𝑐	𝑐	NOUN
ajird-153	56	15	)	)	PUNCT
ajird-153	56	16	}	}	PUNCT
ajird-153	56	17	,	,	PUNCT
ajird-153	56	18	𝑥𝑘	𝑥𝑘	X
ajird-153	56	19	𝑐	𝑐	X
ajird-153	56	20	𝜖𝐹′	𝜖𝐹′	PUNCT
ajird-153	56	21	,	,	PUNCT
ajird-153	56	22	𝑘	𝑘	X
ajird-153	56	23	=	=	SYM
ajird-153	56	24	1.2.3	1.2.3	NUM
ajird-153	56	25	,	,	PUNCT
ajird-153	56	26	…	…	PUNCT
ajird-153	56	27	𝑝.	𝑝.	VERB
ajird-153	56	28	the	the	DET
ajird-153	56	29	training	training	NOUN
ajird-153	56	30	dataset	dataset	NOUN
ajird-153	56	31	consists	consist	VERB
ajird-153	56	32	of	of	ADP
ajird-153	56	33	two	two	NUM
ajird-153	56	34	parts	part	NOUN
ajird-153	56	35	:	:	PUNCT
ajird-153	56	36	the	the	DET
ajird-153	56	37	target	target	NOUN
ajird-153	56	38	training	training	NOUN
ajird-153	56	39	dataset	dataset	NOUN
ajird-153	56	40	:	:	PUNCT
ajird-153	56	41	𝐷′	𝐷′	PROPN
ajird-153	56	42	=	=	SYM
ajird-153	56	43	{	{	PUNCT
ajird-153	56	44	(	(	PUNCT
ajird-153	56	45	𝑥1	𝑥1	NOUN
ajird-153	56	46	𝑡	𝑡	PROPN
ajird-153	56	47	,	,	PUNCT
ajird-153	56	48	𝑦1	𝑦1	PROPN
ajird-153	56	49	𝑡	𝑡	NOUN
ajird-153	56	50	)	)	PUNCT
ajird-153	56	51	,	,	PUNCT
ajird-153	56	52	(	(	PUNCT
ajird-153	56	53	𝑥2	𝑥2	PROPN
ajird-153	56	54	𝑡	𝑡	PROPN
ajird-153	56	55	,	,	PUNCT
ajird-153	56	56	𝑦2	𝑦2	PROPN
ajird-153	56	57	𝑡	𝑡	PROPN
ajird-153	56	58	)	)	PUNCT
ajird-153	56	59	,	,	PUNCT
ajird-153	56	60	…	…	PUNCT
ajird-153	56	61	,	,	PUNCT
ajird-153	56	62	(	(	PUNCT
ajird-153	56	63	𝑥𝑛	𝑥𝑛	PROPN
ajird-153	56	64	𝑡	𝑡	NOUN
ajird-153	56	65	,	,	PUNCT
ajird-153	56	66	𝑦𝑛	𝑦𝑛	ADJ
ajird-153	56	67	𝑡	𝑡	NOUN
ajird-153	56	68	)	)	PUNCT
ajird-153	56	69	}	}	PUNCT
ajird-153	56	70	𝑥𝑖	𝑥𝑖	ADP
ajird-153	56	71	𝑡𝜖𝐹𝑡	𝑡𝜖𝐹𝑡	NOUN
ajird-153	56	72	,	,	PUNCT
ajird-153	56	73	𝑦𝑖	𝑦𝑖	ADP
ajird-153	56	74	𝑡𝜖	𝑡𝜖	NOUN
ajird-153	56	75	𝑌(𝑖	𝑌(𝑖	NOUN
ajird-153	56	76	=	=	SYM
ajird-153	56	77	1,2	1,2	NUM
ajird-153	56	78	,	,	PUNCT
ajird-153	56	79	…	…	PUNCT
ajird-153	56	80	𝑛	𝑛	X
ajird-153	56	81	)	)	PUNCT
ajird-153	56	82	and	and	CCONJ
ajird-153	56	83	a	a	DET
ajird-153	56	84	set	set	NOUN
ajird-153	56	85	of	of	ADP
ajird-153	56	86	secondary	secondary	ADJ
ajird-153	56	87	training	training	NOUN
ajird-153	56	88	data	datum	NOUN
ajird-153	56	89	:	:	PUNCT
ajird-153	57	1	𝐷𝑠	𝐷𝑠	NOUN
ajird-153	57	2	=	=	PUNCT
ajird-153	57	3	{	{	PUNCT
ajird-153	57	4	(	(	PUNCT
ajird-153	57	5	𝑥1	𝑥1	NOUN
ajird-153	57	6	𝑠	𝑠	PROPN
ajird-153	57	7	,	,	PUNCT
ajird-153	57	8	𝑦1	𝑦1	PROPN
ajird-153	57	9	𝑠	𝑠	PROPN
ajird-153	57	10	)	)	PUNCT
ajird-153	57	11	,	,	PUNCT
ajird-153	57	12	(	(	PUNCT
ajird-153	57	13	𝑥2	𝑥2	PROPN
ajird-153	57	14	𝑠	𝑠	PROPN
ajird-153	57	15	,	,	PUNCT
ajird-153	57	16	𝑦2	𝑦2	PROPN
ajird-153	57	17	𝑠	𝑠	PROPN
ajird-153	57	18	)	)	PUNCT
ajird-153	57	19	,	,	PUNCT
ajird-153	57	20	…	…	PUNCT
ajird-153	57	21	,	,	PUNCT
ajird-153	57	22	(	(	PUNCT
ajird-153	57	23	𝑥𝑛	𝑥𝑛	PROPN
ajird-153	57	24	𝑠	𝑠	INTJ
ajird-153	57	25	,	,	PUNCT
ajird-153	57	26	𝑦𝑛	𝑦𝑛	NOUN
ajird-153	57	27	𝑠	𝑠	PROPN
ajird-153	57	28	)	)	PUNCT
ajird-153	57	29	}	}	PUNCT
ajird-153	57	30	𝑥𝑗	𝑥𝑗	ADP
ajird-153	57	31	𝑠𝜖𝐹𝑠	𝑠𝜖𝐹𝑠	NOUN
ajird-153	57	32	,	,	PUNCT
ajird-153	57	33	𝑦𝑗	𝑦𝑗	NOUN
ajird-153	57	34	𝑠𝜖	𝑠𝜖	NOUN
ajird-153	57	35	𝑌(𝑖	𝑌(𝑖	X
ajird-153	57	36	=	=	SYM
ajird-153	57	37	1,2	1,2	NUM
ajird-153	57	38	,	,	PUNCT
ajird-153	57	39	…	…	PUNCT
ajird-153	57	40	𝑚	𝑚	X
ajird-153	57	41	)	)	PUNCT
ajird-153	57	42	weight	weight	NOUN
ajird-153	57	43	of	of	ADP
ajird-153	57	44	samples	sample	NOUN
ajird-153	57	45	in	in	ADP
ajird-153	57	46	𝐷′is	𝐷′is	PROPN
ajird-153	57	47	:	:	PUNCT
ajird-153	57	48	𝑤1	𝑤1	VERB
ajird-153	57	49	,	,	PUNCT
ajird-153	57	50	𝑡	𝑡	PROPN
ajird-153	57	51	𝑤2	𝑤2	PROPN
ajird-153	57	52	𝑡	𝑡	NOUN
ajird-153	57	53	,	,	PUNCT
ajird-153	57	54	…	…	PUNCT
ajird-153	57	55	,	,	PUNCT
ajird-153	57	56	𝑤𝑛	𝑤𝑛	ADP
ajird-153	57	57	𝑡	𝑡	X
ajird-153	57	58	{	{	PUNCT
ajird-153	57	59	}	}	PUNCT
ajird-153	57	60	;	;	PUNCT
ajird-153	57	61	prediction	prediction	NOUN
ajird-153	57	62	objective	objective	ADJ
ajird-153	57	63	function	function	NOUN
ajird-153	57	64	:	:	PUNCT
ajird-153	58	1	ℎ(𝑥𝑖	ℎ(𝑥𝑖	NUM
ajird-153	58	2	):	):	PUNCT
ajird-153	58	3	𝑥𝑖	𝑥𝑖	PROPN
ajird-153	58	4	→	→	SYM
ajird-153	58	5	𝑦𝑖	𝑦𝑖	PROPN
ajird-153	58	6	,	,	PUNCT
ajird-153	58	7	�	�	PROPN
ajird-153	58	8	̃	̃	PROPN
ajird-153	58	9	�	�	PROPN
ajird-153	58	10	(𝑥𝑖	(𝑥𝑖	VERB
ajird-153	58	11	1)~	1)~	NUM
ajird-153	58	12	is	be	AUX
ajird-153	58	13	the	the	DET
ajird-153	58	14	prior	prior	ADJ
ajird-153	58	15	probability	probability	NOUN
ajird-153	58	16	of	of	ADP
ajird-153	58	17	𝑥𝑖	𝑥𝑖	PROPN
ajird-153	58	18	1	1	NUM
ajird-153	58	19	в	в	PROPN
ajird-153	58	20	𝐷′.	𝐷′.	PROPN
ajird-153	58	21	algorithm	algorithm	NOUN
ajird-153	58	22	steps	step	NOUN
ajird-153	58	23	:	:	PUNCT
ajird-153	58	24	the	the	DET
ajird-153	58	25	training	training	NOUN
ajird-153	58	26	data	data	NOUN
ajird-153	58	27	sets	set	VERB
ajird-153	58	28	𝐷𝑆and	𝐷𝑆and	PROPN
ajird-153	58	29	the	the	DET
ajird-153	58	30	target	target	NOUN
ajird-153	58	31	data	datum	NOUN
ajird-153	58	32	set	set	VERB
ajird-153	58	33	𝐷𝑡	𝐷𝑡	PROPN
ajird-153	58	34	,	,	PUNCT
ajird-153	58	35	the	the	DET
ajird-153	58	36	test	test	NOUN
ajird-153	58	37	data	datum	NOUN
ajird-153	58	38	set	set	VERB
ajird-153	58	39	𝑆	𝑆	PROPN
ajird-153	58	40	are	be	AUX
ajird-153	58	41	fed	feed	VERB
ajird-153	58	42	into	into	ADP
ajird-153	58	43	the	the	DET
ajird-153	58	44	input	input	NOUN
ajird-153	58	45	.	.	PUNCT
ajird-153	59	1	output	output	NOUN
ajird-153	59	2	:	:	PUNCT
ajird-153	59	3	classified	classified	ADJ
ajird-153	59	4	ℎ′	ℎ′	PROPN
ajird-153	59	5	(	(	PUNCT
ajird-153	59	6	𝑥′	𝑥′	NUM
ajird-153	59	7	)	)	PUNCT
ajird-153	59	8	a	a	X
ajird-153	59	9	)	)	PUNCT
ajird-153	59	10	into	into	ADP
ajird-153	59	11	the	the	DET
ajird-153	59	12	input	input	NOUN
ajird-153	59	13	𝐷𝑆	𝐷𝑆	PROPN
ajird-153	59	14	and	and	CCONJ
ajird-153	59	15	𝐷𝑡	𝐷𝑡	PROPN
ajird-153	59	16	set	set	VERB
ajird-153	59	17	𝑝(𝑥𝑗	𝑝(𝑥𝑗	NOUN
ajird-153	59	18	)	)	PUNCT
ajird-153	60	1	=	=	SYM
ajird-153	60	2	𝑤𝑖/∑	𝑤𝑖/∑	X
ajird-153	60	3	𝑤𝑖	𝑤𝑖	ADV
ajird-153	60	4	𝑛𝑖	𝑛𝑖	PROPN
ajird-153	60	5	𝑖=1	𝑖=1	PROPN
ajird-153	60	6	;	;	PUNCT
ajird-153	60	7	b	b	X
ajird-153	60	8	)	)	PUNCT
ajird-153	60	9	according	accord	VERB
ajird-153	60	10	to	to	ADP
ajird-153	60	11	the	the	DET
ajird-153	60	12	class	class	NOUN
ajird-153	60	13	standard	standard	NOUN
ajird-153	60	14	,	,	PUNCT
ajird-153	60	15	the	the	DET
ajird-153	60	16	training	training	NOUN
ajird-153	60	17	data	datum	NOUN
ajird-153	60	18	can	can	AUX
ajird-153	60	19	be	be	AUX
ajird-153	60	20	divided	divide	VERB
ajird-153	60	21	into	into	ADP
ajird-153	60	22	n	n	PROPN
ajird-153	60	23	classes	class	NOUN
ajird-153	60	24	:	:	PUNCT
ajird-153	61	1	𝐷𝑖	𝐷𝑖	ADP
ajird-153	61	2	(	(	PUNCT
ajird-153	61	3	𝑖	𝑖	NOUN
ajird-153	61	4	=	=	NOUN
ajird-153	61	5	1,2,3	1,2,3	NUM
ajird-153	61	6	,	,	PUNCT
ajird-153	61	7	…	…	PUNCT
ajird-153	61	8	𝑁	𝑁	NOUN
ajird-153	61	9	)	)	PUNCT
ajird-153	61	10	,	,	PUNCT
ajird-153	61	11	di	di	INTJ
ajird-153	61	12	(	(	PUNCT
ajird-153	61	13	i	i	NOUN
ajird-153	61	14	=	=	NOUN
ajird-153	61	15	1	1	NUM
ajird-153	61	16	,	,	PUNCT
ajird-153	61	17	2	2	NUM
ajird-153	61	18	,	,	PUNCT
ajird-153	61	19	`	`	PUNCT
ajird-153	61	20	`	`	PUNCT
ajird-153	61	21	`	`	PUNCT
ajird-153	61	22	n	n	CCONJ
ajird-153	61	23	)	)	PUNCT
ajird-153	61	24	,	,	PUNCT
ajird-153	61	25	где	где	PROPN
ajird-153	62	1	𝐷𝑖	𝐷𝑖	PROPN
ajird-153	62	2	where	where	SCONJ
ajird-153	62	3	𝐷𝑖	𝐷𝑖	PROPN
ajird-153	62	4	means	mean	VERB
ajird-153	62	5	the	the	DET
ajird-153	62	6	set	set	NOUN
ajird-153	62	7	of	of	ADP
ajird-153	62	8	instance	instance	NOUN
ajird-153	62	9	classes	class	NOUN
ajird-153	62	10	labeled	label	VERB
ajird-153	62	11	i	i	PRON
ajird-153	62	12	;	;	PUNCT
ajird-153	62	13	c	c	X
ajird-153	62	14	)	)	PUNCT
ajird-153	62	15	for	for	ADP
ajird-153	62	16	𝑖	𝑖	NOUN
ajird-153	62	17	=	=	SYM
ajird-153	62	18	1	1	NUM
ajird-153	62	19	𝑡𝑜	𝑡𝑜	NOUN
ajird-153	62	20	𝑁	𝑁	PROPN
ajird-153	62	21	;	;	PUNCT
ajird-153	62	22	d	d	X
ajird-153	62	23	)	)	PUNCT
ajird-153	62	24	the	the	DET
ajird-153	62	25	k	k	PROPN
ajird-153	62	26	means	mean	VERB
ajird-153	62	27	clustering	cluster	VERB
ajird-153	62	28	algorithm	algorithm	NOUN
ajird-153	62	29	for	for	SCONJ
ajird-153	62	30	𝐷𝑖	𝐷𝑖	PROPN
ajird-153	62	31	clustering	clustering	NOUN
ajird-153	62	32	is	be	AUX
ajird-153	62	33	invoked	invoke	VERB
ajird-153	62	34	and	and	CCONJ
ajird-153	62	35	returns	return	VERB
ajird-153	62	36	the	the	DET
ajird-153	62	37	clustering	cluster	VERB
ajird-153	62	38	results	result	NOUN
ajird-153	62	39	;	;	PUNCT
ajird-153	62	40	e	e	X
ajird-153	62	41	)	)	PUNCT
ajird-153	62	42	scan	scan	VERB
ajird-153	63	1	𝐷𝑖	𝐷𝑖	SCONJ
ajird-153	63	2	deleting	delete	VERB
ajird-153	63	3	a	a	DET
ajird-153	63	4	cluster	cluster	NOUN
ajird-153	63	5	of	of	ADP
ajird-153	63	6	instances	instance	NOUN
ajird-153	63	7	in	in	ADP
ajird-153	63	8	secondary	secondary	ADJ
ajird-153	63	9	data	datum	NOUN
ajird-153	63	10	that	that	PRON
ajird-153	63	11	were	be	AUX
ajird-153	63	12	not	not	PART
ajird-153	63	13	collected	collect	VERB
ajird-153	63	14	along	along	ADP
ajird-153	63	15	with	with	ADP
ajird-153	63	16	the	the	DET
ajird-153	63	17	target	target	NOUN
ajird-153	63	18	data	datum	NOUN
ajird-153	63	19	;	;	PUNCT
ajird-153	63	20	f	f	X
ajird-153	63	21	)	)	PUNCT
ajird-153	63	22	end	end	NOUN
ajird-153	63	23	of	of	ADP
ajird-153	63	24	this	this	DET
ajird-153	63	25	part	part	NOUN
ajird-153	63	26	g	g	NOUN
ajird-153	63	27	)	)	PUNCT
ajird-153	63	28	derived	derive	VERB
ajird-153	63	29	a	a	DET
ajird-153	63	30	classification	classification	NOUN
ajird-153	63	31	model	model	NOUN
ajird-153	63	32	from	from	ADP
ajird-153	63	33	the	the	DET
ajird-153	63	34	filtered	filter	VERB
ajird-153	63	35	training	training	NOUN
ajird-153	63	36	data	datum	NOUN
ajird-153	63	37	and	and	CCONJ
ajird-153	63	38	test	test	NOUN
ajird-153	63	39	data	datum	NOUN
ajird-153	63	40	s	s	NOUN
ajird-153	63	41	by	by	ADP
ajird-153	63	42	calling	call	VERB
ajird-153	63	43	the	the	DET
ajird-153	63	44	𝐾𝑁𝑁	𝐾𝑁𝑁	PROPN
ajird-153	63	45	algorithm	algorithm	NOUN
ajird-153	63	46	ℎ(𝑥𝑖)(𝑥𝑖	ℎ(𝑥𝑖)(𝑥𝑖	PROPN
ajird-153	63	47	∈	∈	PROPN
ajird-153	64	1	𝐹𝑡	𝐹𝑡	PROPN
ajird-153	64	2	∪	∪	ADJ
ajird-153	64	3	𝐹𝑆	𝐹𝑆	PROPN
ajird-153	64	4	)	)	PUNCT
ajird-153	64	5	;	;	PUNCT
ajird-153	64	6	h	h	X
ajird-153	64	7	)	)	PUNCT
ajird-153	64	8	calculate	calculate	VERB
ajird-153	64	9	the	the	DET
ajird-153	64	10	error	error	NOUN
ajird-153	64	11	rate	rate	NOUN
ajird-153	64	12	ℎ(𝑥𝑖	ℎ(𝑥𝑖	PROPN
ajird-153	64	13	𝑡)𝑜𝑛	𝑡)𝑜𝑛	PROPN
ajird-153	64	14	𝐷𝑡	𝐷𝑡	PROPN
ajird-153	64	15	american	american	ADJ
ajird-153	64	16	journal	journal	NOUN
ajird-153	64	17	of	of	ADP
ajird-153	64	18	interdisciplinary	interdisciplinary	ADJ
ajird-153	64	19	research	research	NOUN
ajird-153	64	20	and	and	CCONJ
ajird-153	64	21	development	development	NOUN
ajird-153	64	22	issn	issn	PROPN
ajird-153	64	23	online	online	NOUN
ajird-153	64	24	:	:	PUNCT
ajird-153	64	25	2771	2771	NUM
ajird-153	64	26	-	-	SYM
ajird-153	64	27	8948	8948	NUM
ajird-153	64	28	website	website	NOUN
ajird-153	64	29	:	:	PUNCT
ajird-153	64	30	www.ajird.journalspark.org	www.ajird.journalspark.org	ADJ
ajird-153	64	31	volume	volume	NOUN
ajird-153	64	32	05	05	NUM
ajird-153	64	33	,	,	PUNCT
ajird-153	64	34	june	june	PROPN
ajird-153	64	35	,	,	PUNCT
ajird-153	64	36	2022	2022	NUM
ajird-153	64	37	283	283	NUM
ajird-153	65	1	|	|	ADV
ajird-153	65	2	p	p	NOUN
ajird-153	65	3	a	a	DET
ajird-153	65	4	g	g	NOUN
ajird-153	65	5	e	e	NOUN
ajird-153	65	6	𝛿𝑡	𝛿𝑡	NOUN
ajird-153	65	7	=	=	SYM
ajird-153	65	8	∑	∑	PUNCT
ajird-153	65	9	𝑝	𝑝	PROPN
ajird-153	65	10	𝑛𝑖	𝑛𝑖	PROPN
ajird-153	66	1	𝑗=1	𝑗=1	PROPN
ajird-153	66	2	|(𝑥𝑖	|(𝑥𝑖	NUM
ajird-153	66	3	𝑡	𝑡	PROPN
ajird-153	66	4	−	−	PROPN
ajird-153	66	5	𝑦𝑖	𝑦𝑖	PROPN
ajird-153	66	6	𝑡)|	𝑡)|	PROPN
ajird-153	66	7	set	set	VERB
ajird-153	66	8	𝛽	𝛽	NOUN
ajird-153	66	9	=	=	NOUN
ajird-153	66	10	1	1	NUM
ajird-153	66	11	2	2	NUM
ajird-153	66	12	ln(1	ln(1	NOUN
ajird-153	66	13	−	−	NOUN
ajird-153	66	14	𝛿𝑡)/𝛿𝑡⁄	𝛿𝑡)/𝛿𝑡⁄	NOUN
ajird-153	66	15	;	;	PUNCT
ajird-153	66	16	j	j	X
ajird-153	66	17	)	)	PUNCT
ajird-153	66	18	update	update	VERB
ajird-153	66	19	the	the	DET
ajird-153	66	20	weight	weight	NOUN
ajird-153	66	21	vector	vector	NOUN
ajird-153	66	22	of	of	ADP
ajird-153	66	23	the	the	DET
ajird-153	66	24	target	target	NOUN
ajird-153	66	25	training	training	NOUN
ajird-153	66	26	data	datum	NOUN
ajird-153	66	27	,	,	PUNCT
ajird-153	66	28	the	the	DET
ajird-153	66	29	weight	weight	NOUN
ajird-153	66	30	of	of	ADP
ajird-153	66	31	the	the	DET
ajird-153	66	32	first	first	ADJ
ajird-153	66	33	𝐾	𝐾	PROPN
ajird-153	66	34	+	+	CCONJ
ajird-153	66	35	1	1	NUM
ajird-153	66	36	iterations	iteration	NOUN
ajird-153	66	37	is	be	AUX
ajird-153	66	38	𝑤𝑖	𝑤𝑖	ADP
ajird-153	66	39	𝑡(𝑘	𝑡(𝑘	VERB
ajird-153	66	40	+	+	CCONJ
ajird-153	66	41	1	1	X
ajird-153	66	42	)	)	PUNCT
ajird-153	66	43	=	=	NOUN
ajird-153	66	44	{	{	PUNCT
ajird-153	66	45	𝑤𝑖	𝑤𝑖	PRON
ajird-153	66	46	𝑡(𝑘)𝑒−𝛽	𝑡(𝑘)𝑒−𝛽	PROPN
ajird-153	66	47	,	,	PUNCT
ajird-153	66	48	ℎ(𝑥𝑖	ℎ(𝑥𝑖	ADJ
ajird-153	66	49	𝑡	𝑡	NOUN
ajird-153	66	50	)	)	PUNCT
ajird-153	66	51	=	=	SYM
ajird-153	66	52	𝑦𝑖	𝑦𝑖	PROPN
ajird-153	66	53	𝑡	𝑡	PROPN
ajird-153	66	54	𝑤𝑖	𝑤𝑖	ADP
ajird-153	66	55	𝑡(𝑘)𝑒−𝛽	𝑡(𝑘)𝑒−𝛽	PROPN
ajird-153	66	56	,	,	PUNCT
ajird-153	66	57	ℎ(𝑥𝑖	ℎ(𝑥𝑖	ADJ
ajird-153	66	58	𝑡	𝑡	NOUN
ajird-153	66	59	)	)	PUNCT
ajird-153	66	60	≠	≠	PROPN
ajird-153	66	61	𝑦𝑖	𝑦𝑖	PROPN
ajird-153	66	62	𝑡(6	𝑡(6	PROPN
ajird-153	66	63	)	)	PUNCT
ajird-153	66	64	k	k	NOUN
ajird-153	66	65	)	)	PUNCT
ajird-153	66	66	at	at	ADP
ajird-153	66	67	the	the	DET
ajird-153	66	68	entrance	entrance	NOUN
ajird-153	66	69	:	:	PUNCT
ajird-153	66	70	ℎ𝑖(𝑥𝑡	ℎ𝑖(𝑥𝑡	NUM
ajird-153	66	71	)	)	PUNCT
ajird-153	66	72	{	{	PUNCT
ajird-153	66	73	1	1	NUM
ajird-153	66	74	,	,	PUNCT
ajird-153	66	75	∏	∏	PROPN
ajird-153	66	76	𝛽𝑡	𝛽𝑡	ADP
ajird-153	66	77	−ℎ𝑖	−ℎ𝑖	PROPN
ajird-153	66	78	𝑡	𝑡	PROPN
ajird-153	66	79	(	(	PUNCT
ajird-153	66	80	𝑥	𝑥	NOUN
ajird-153	66	81	)	)	PUNCT
ajird-153	66	82	≥	≥	NOUN
ajird-153	66	83	∏	∏	PROPN
ajird-153	66	84	𝛽𝑡	𝛽𝑡	ADP
ajird-153	66	85	−1/2𝑁	−1/2𝑁	NOUN
ajird-153	66	86	𝑡=[𝑁/2	𝑡=[𝑁/2	NOUN
ajird-153	66	87	]	]	PUNCT
ajird-153	66	88	𝑁	𝑁	PROPN
ajird-153	66	89	𝑡=[𝑁/2	𝑡=[𝑁/2	NOUN
ajird-153	66	90	]	]	PUNCT
ajird-153	66	91	0	0	NUM
ajird-153	66	92	,	,	PUNCT
ajird-153	66	93	𝑜𝑡ℎ𝑒𝑟𝑤𝑖𝑠𝑒	𝑜𝑡ℎ𝑒𝑟𝑤𝑖𝑠𝑒	NOUN
ajird-153	66	94	(	(	PUNCT
ajird-153	66	95	7	7	NUM
ajird-153	66	96	)	)	PUNCT
ajird-153	66	97	iii	iii	PROPN
ajird-153	66	98	.	.	PUNCT
ajird-153	66	99	application	application	NOUN
ajird-153	66	100	implementation	implementation	NOUN
ajird-153	66	101	in	in	ADP
ajird-153	66	102	the	the	DET
ajird-153	66	103	experiments	experiment	NOUN
ajird-153	66	104	,	,	PUNCT
ajird-153	66	105	i	i	PRON
ajird-153	66	106	used	use	VERB
ajird-153	66	107	the	the	DET
ajird-153	66	108	documents	document	NOUN
ajird-153	66	109	of	of	ADP
ajird-153	66	110	the	the	DET
ajird-153	66	111	department	department	NOUN
ajird-153	66	112	of	of	ADP
ajird-153	66	113	systematic	systematic	ADJ
ajird-153	66	114	practical	practical	ADJ
ajird-153	66	115	programming	programming	NOUN
ajird-153	66	116	of	of	ADP
ajird-153	66	117	the	the	DET
ajird-153	66	118	tashkent	tashkent	PROPN
ajird-153	66	119	university	university	PROPN
ajird-153	66	120	of	of	ADP
ajird-153	66	121	information	information	NOUN
ajird-153	66	122	technologies	technology	NOUN
ajird-153	66	123	.	.	PUNCT
ajird-153	67	1	the	the	DET
ajird-153	67	2	data	datum	NOUN
ajird-153	67	3	set	set	NOUN
ajird-153	67	4	contains	contain	VERB
ajird-153	67	5	categories	category	NOUN
ajird-153	67	6	of	of	ADP
ajird-153	67	7	documents	document	NOUN
ajird-153	67	8	of	of	ADP
ajird-153	67	9	the	the	DET
ajird-153	67	10	department	department	NOUN
ajird-153	67	11	,	,	PUNCT
ajird-153	67	12	including	include	VERB
ajird-153	67	13	information	information	NOUN
ajird-153	67	14	about	about	ADP
ajird-153	67	15	the	the	DET
ajird-153	67	16	department	department	NOUN
ajird-153	67	17	,	,	PUNCT
ajird-153	67	18	about	about	ADP
ajird-153	67	19	students	student	NOUN
ajird-153	67	20	,	,	PUNCT
ajird-153	67	21	articles	article	NOUN
ajird-153	67	22	,	,	PUNCT
ajird-153	67	23	etc	etc	X
ajird-153	67	24	.	.	X
ajird-153	68	1	each	each	DET
ajird-153	68	2	large	large	ADJ
ajird-153	68	3	class	class	NOUN
ajird-153	68	4	also	also	ADV
ajird-153	68	5	contains	contain	VERB
ajird-153	68	6	several	several	ADJ
ajird-153	68	7	subcategories	subcategorie	NOUN
ajird-153	68	8	below	below	ADV
ajird-153	68	9	and	and	CCONJ
ajird-153	68	10	includes	include	VERB
ajird-153	68	11	a	a	DET
ajird-153	68	12	total	total	NOUN
ajird-153	68	13	of	of	ADP
ajird-153	68	14	500	500	NUM
ajird-153	68	15	documents	document	NOUN
ajird-153	68	16	.	.	PUNCT
ajird-153	69	1	in	in	ADP
ajird-153	69	2	the	the	DET
ajird-153	69	3	experiment	experiment	NOUN
ajird-153	69	4	,	,	PUNCT
ajird-153	69	5	the	the	DET
ajird-153	69	6	main	main	ADJ
ajird-153	69	7	categories	category	NOUN
ajird-153	69	8	are	be	AUX
ajird-153	69	9	selected	select	VERB
ajird-153	69	10	:	:	PUNCT
ajird-153	69	11	department	department	NOUN
ajird-153	69	12	documents	document	NOUN
ajird-153	69	13	;	;	PUNCT
ajird-153	69	14	documents	document	NOUN
ajird-153	69	15	related	relate	VERB
ajird-153	69	16	to	to	ADP
ajird-153	69	17	teachers	teacher	NOUN
ajird-153	69	18	;	;	PUNCT
ajird-153	69	19	and	and	CCONJ
ajird-153	69	20	documents	document	NOUN
ajird-153	69	21	related	relate	VERB
ajird-153	69	22	to	to	ADP
ajird-153	69	23	students	student	NOUN
ajird-153	69	24	,	,	PUNCT
ajird-153	69	25	including	include	VERB
ajird-153	69	26	the	the	DET
ajird-153	69	27	annual	annual	ADJ
ajird-153	69	28	report	report	NOUN
ajird-153	69	29	,	,	PUNCT
ajird-153	69	30	plans	plan	NOUN
ajird-153	69	31	,	,	PUNCT
ajird-153	69	32	and	and	CCONJ
ajird-153	69	33	rating	rating	NOUN
ajird-153	69	34	.	.	PUNCT
ajird-153	70	1	in	in	ADP
ajird-153	70	2	each	each	DET
ajird-153	70	3	selected	select	VERB
ajird-153	70	4	category	category	NOUN
ajird-153	70	5	,	,	PUNCT
ajird-153	70	6	there	there	PRON
ajird-153	70	7	are	be	VERB
ajird-153	70	8	subcategories	subcategorie	NOUN
ajird-153	70	9	.	.	PUNCT
ajird-153	71	1	we	we	PRON
ajird-153	71	2	chose	choose	VERB
ajird-153	71	3	the	the	DET
ajird-153	71	4	main	main	ADJ
ajird-153	71	5	categories	category	NOUN
ajird-153	71	6	because	because	SCONJ
ajird-153	71	7	the	the	DET
ajird-153	71	8	objectives	objective	NOUN
ajird-153	71	9	of	of	ADP
ajird-153	71	10	the	the	DET
ajird-153	71	11	class	class	NOUN
ajird-153	71	12	and	and	CCONJ
ajird-153	71	13	secondary	secondary	ADJ
ajird-153	71	14	documents	document	NOUN
ajird-153	71	15	are	be	AUX
ajird-153	71	16	outdated	outdate	VERB
ajird-153	71	17	.	.	PUNCT
ajird-153	72	1	for	for	ADP
ajird-153	72	2	example	example	NOUN
ajird-153	72	3	,	,	PUNCT
ajird-153	72	4	the	the	DET
ajird-153	72	5	annual	annual	ADJ
ajird-153	72	6	report	report	NOUN
ajird-153	72	7	of	of	ADP
ajird-153	72	8	the	the	DET
ajird-153	72	9	department	department	NOUN
ajird-153	72	10	means	mean	VERB
ajird-153	72	11	that	that	SCONJ
ajird-153	72	12	we	we	PRON
ajird-153	72	13	select	select	VERB
ajird-153	72	14	the	the	DET
ajird-153	72	15	report	report	NOUN
ajird-153	72	16	for	for	ADP
ajird-153	72	17	2021	2021	NUM
ajird-153	72	18	and	and	CCONJ
ajird-153	72	19	2022	2022	NUM
ajird-153	72	20	as	as	ADP
ajird-153	72	21	target	target	NOUN
ajird-153	72	22	categories	category	NOUN
ajird-153	72	23	,	,	PUNCT
ajird-153	72	24	for	for	ADP
ajird-153	72	25	example	example	NOUN
ajird-153	72	26	,	,	PUNCT
ajird-153	72	27	financial	financial	ADJ
ajird-153	72	28	(	(	PUNCT
ajird-153	72	29	wealth	wealth	NOUN
ajird-153	72	30	,	,	PUNCT
ajird-153	72	31	consumption	consumption	NOUN
ajird-153	72	32	)	)	PUNCT
ajird-153	72	33	.	.	PUNCT
ajird-153	73	1	the	the	DET
ajird-153	73	2	specific	specific	ADJ
ajird-153	73	3	data	data	NOUN
ajird-153	73	4	distribution	distribution	NOUN
ajird-153	73	5	is	be	AUX
ajird-153	73	6	shown	show	VERB
ajird-153	73	7	in	in	ADP
ajird-153	73	8	table	table	NOUN
ajird-153	73	9	1	1	NUM
ajird-153	73	10	.	.	PUNCT
ajird-153	73	11	table	table	PROPN
ajird-153	73	12	i.	i.	PROPN
ajird-153	73	13	department	department	PROPN
ajird-153	73	14	data	data	PROPN
ajird-153	73	15	distribution	distribution	NOUN
ajird-153	73	16	target	target	NOUN
ajird-153	73	17	dataset	dataset	NOUN
ajird-153	73	18	initial	initial	ADJ
ajird-153	73	19	initial	initial	ADJ
ajird-153	73	20	training	training	NOUN
ajird-153	73	21	data	datum	NOUN
ajird-153	73	22	auxiliary	auxiliary	ADJ
ajird-153	73	23	data	datum	NOUN
ajird-153	73	24	students	student	NOUN
ajird-153	73	25	'	'	PART
ajird-153	73	26	documents	document	NOUN
ajird-153	73	27	themes	theme	NOUN
ajird-153	73	28	of	of	ADP
ajird-153	73	29	diploma	diploma	NOUN
ajird-153	73	30	work	work	NOUN
ajird-153	73	31	and	and	CCONJ
ajird-153	73	32	master	master	NOUN
ajird-153	73	33	's	's	PART
ajird-153	73	34	theses	thesis	NOUN
ajird-153	73	35	written	write	VERB
ajird-153	73	36	work	work	NOUN
ajird-153	73	37	by	by	ADP
ajird-153	73	38	parttime	parttime	NOUN
ajird-153	73	39	students	student	NOUN
ajird-153	73	40	and	and	CCONJ
ajird-153	73	41	reviews	review	VERB
ajird-153	73	42	documents	document	NOUN
ajird-153	73	43	on	on	ADP
ajird-153	73	44	student	student	NOUN
ajird-153	73	45	practice	practice	NOUN
ajird-153	73	46	documents	document	NOUN
ajird-153	73	47	on	on	ADP
ajird-153	73	48	student	student	NOUN
ajird-153	73	49	practice	practice	NOUN
ajird-153	73	50	plan	plan	NOUN
ajird-153	73	51	document	document	NOUN
ajird-153	73	52	control	control	NOUN
ajird-153	73	53	/	/	SYM
ajird-153	73	54	documents	document	NOUN
ajird-153	73	55	to	to	PART
ajird-153	73	56	test	test	VERB
ajird-153	73	57	students	student	NOUN
ajird-153	73	58	'	'	PART
ajird-153	73	59	knowledge	knowledge	NOUN
ajird-153	73	60	(	(	PUNCT
ajird-153	73	61	bases	basis	NOUN
ajird-153	73	62	of	of	ADP
ajird-153	73	63	written	write	VERB
ajird-153	73	64	and	and	CCONJ
ajird-153	73	65	oral	oral	ADJ
ajird-153	73	66	control	control	NOUN
ajird-153	73	67	questions	question	NOUN
ajird-153	73	68	,	,	PUNCT
ajird-153	73	69	written	write	VERB
ajird-153	73	70	and	and	CCONJ
ajird-153	73	71	electronic	electronic	ADJ
ajird-153	73	72	test	test	NOUN
ajird-153	73	73	questions	question	NOUN
ajird-153	73	74	,	,	PUNCT
ajird-153	73	75	options	option	NOUN
ajird-153	73	76	for	for	ADP
ajird-153	73	77	written	write	VERB
ajird-153	73	78	work	work	NOUN
ajird-153	73	79	,	,	PUNCT
ajird-153	73	80	block	block	NOUN
ajird-153	73	81	modules	module	NOUN
ajird-153	73	82	,	,	PUNCT
ajird-153	73	83	and	and	CCONJ
ajird-153	73	84	so	so	ADV
ajird-153	73	85	on	on	ADV
ajird-153	73	86	)	)	PUNCT
ajird-153	73	87	.	.	PUNCT
ajird-153	74	1	report	report	NOUN
ajird-153	74	2	on	on	ADP
ajird-153	74	3	spiritual	spiritual	ADJ
ajird-153	74	4	and	and	CCONJ
ajird-153	74	5	educational	educational	ADJ
ajird-153	74	6	work	work	NOUN
ajird-153	74	7	.	.	PUNCT
ajird-153	75	1	scientific	scientific	ADJ
ajird-153	75	2	works	work	NOUN
ajird-153	75	3	reviews	review	NOUN
ajird-153	75	4	of	of	ADP
ajird-153	75	5	scientific	scientific	ADJ
ajird-153	75	6	works	work	NOUN
ajird-153	75	7	diplomas	diploma	VERB
ajird-153	75	8	,	,	PUNCT
ajird-153	75	9	dissertations	dissertation	NOUN
ajird-153	75	10	teachers	teacher	NOUN
ajird-153	75	11	documents	document	VERB
ajird-153	75	12	documents	document	NOUN
ajird-153	75	13	of	of	ADP
ajird-153	75	14	cooperation	cooperation	NOUN
ajird-153	75	15	with	with	ADP
ajird-153	75	16	professional	professional	ADJ
ajird-153	75	17	colleges	college	NOUN
ajird-153	75	18	and	and	CCONJ
ajird-153	75	19	enterprises	enterprise	NOUN
ajird-153	75	20	of	of	ADP
ajird-153	75	21	the	the	DET
ajird-153	75	22	department	department	NOUN
ajird-153	75	23	articles	article	NOUN
ajird-153	75	24	of	of	ADP
ajird-153	75	25	teachers	teacher	NOUN
ajird-153	75	26	of	of	ADP
ajird-153	75	27	the	the	DET
ajird-153	75	28	department	department	NOUN
ajird-153	75	29	/	/	SYM
ajird-153	75	30	individual	individual	ADJ
ajird-153	75	31	work	work	NOUN
ajird-153	75	32	plans	plan	NOUN
ajird-153	75	33	of	of	ADP
ajird-153	75	34	teachers	teacher	NOUN
ajird-153	75	35	of	of	ADP
ajird-153	75	36	the	the	DET
ajird-153	75	37	department	department	PROPN
ajird-153	75	38	department	department	PROPN
ajird-153	75	39	documents	document	VERB
ajird-153	75	40	orders	order	NOUN
ajird-153	75	41	of	of	ADP
ajird-153	75	42	the	the	DET
ajird-153	75	43	dean	dean	NOUN
ajird-153	75	44	of	of	ADP
ajird-153	75	45	the	the	DET
ajird-153	75	46	faculty	faculty	NOUN
ajird-153	75	47	and	and	CCONJ
ajird-153	75	48	information	information	NOUN
ajird-153	75	49	on	on	ADP
ajird-153	75	50	their	their	PRON
ajird-153	75	51	implementation	implementation	NOUN
ajird-153	75	52	/	/	SYM
ajird-153	75	53	decisions	decision	NOUN
ajird-153	75	54	of	of	ADP
ajird-153	75	55	the	the	DET
ajird-153	75	56	university	university	NOUN
ajird-153	75	57	council	council	NOUN
ajird-153	75	58	,	,	PUNCT
ajird-153	75	59	methodological	methodological	ADJ
ajird-153	75	60	council	council	NOUN
ajird-153	75	61	,	,	PUNCT
ajird-153	75	62	faculty	faculty	NOUN
ajird-153	75	63	academic	academic	ADJ
ajird-153	75	64	council	council	PROPN
ajird-153	75	65	(	(	PUNCT
ajird-153	75	66	copy	copy	NOUN
ajird-153	75	67	)	)	PUNCT
ajird-153	75	68	certificates	certificate	NOUN
ajird-153	75	69	and	and	CCONJ
ajird-153	75	70	instructions	instruction	NOUN
ajird-153	75	71	of	of	ADP
ajird-153	75	72	the	the	DET
ajird-153	75	73	rector	rector	NOUN
ajird-153	75	74	and	and	CCONJ
ajird-153	75	75	vice	vice	NOUN
ajird-153	75	76	-	-	NOUN
ajird-153	75	77	rectors	rector	NOUN
ajird-153	75	78	of	of	ADP
ajird-153	75	79	the	the	DET
ajird-153	75	80	university	university	NOUN
ajird-153	75	81	on	on	ADP
ajird-153	75	82	the	the	DET
ajird-153	75	83	activities	activity	NOUN
ajird-153	75	84	of	of	ADP
ajird-153	75	85	the	the	DET
ajird-153	75	86	department	department	NOUN
ajird-153	75	87	and	and	CCONJ
ajird-153	75	88	their	their	PRON
ajird-153	75	89	implementation	implementation	NOUN
ajird-153	75	90	american	american	ADJ
ajird-153	75	91	journal	journal	PROPN
ajird-153	75	92	of	of	ADP
ajird-153	75	93	interdisciplinary	interdisciplinary	ADJ
ajird-153	75	94	research	research	NOUN
ajird-153	75	95	and	and	CCONJ
ajird-153	75	96	development	development	NOUN
ajird-153	75	97	issn	issn	PROPN
ajird-153	75	98	online	online	NOUN
ajird-153	75	99	:	:	PUNCT
ajird-153	75	100	2771	2771	NUM
ajird-153	75	101	-	-	SYM
ajird-153	75	102	8948	8948	NUM
ajird-153	75	103	website	website	NOUN
ajird-153	75	104	:	:	PUNCT
ajird-153	75	105	www.ajird.journalspark.org	www.ajird.journalspark.org	ADJ
ajird-153	75	106	volume	volume	NOUN
ajird-153	75	107	05	05	NUM
ajird-153	75	108	,	,	PUNCT
ajird-153	75	109	june	june	PROPN
ajird-153	75	110	,	,	PUNCT
ajird-153	75	111	2022	2022	NUM
ajird-153	75	112	284	284	NUM
ajird-153	76	1	|	|	ADV
ajird-153	76	2	p	p	ADP
ajird-153	76	3	a	a	DET
ajird-153	76	4	g	g	NOUN
ajird-153	76	5	e	e	NOUN
ajird-153	76	6	the	the	DET
ajird-153	76	7	study	study	NOUN
ajird-153	76	8	compared	compare	VERB
ajird-153	76	9	the	the	DET
ajird-153	76	10	transfer	transfer	NOUN
ajird-153	76	11	learning	learning	NOUN
ajird-153	76	12	algorithm	algorithm	NOUN
ajird-153	76	13	,	,	PUNCT
ajird-153	76	14	which	which	PRON
ajird-153	76	15	is	be	AUX
ajird-153	76	16	based	base	VERB
ajird-153	76	17	on	on	ADP
ajird-153	76	18	the	the	DET
ajird-153	76	19	application	application	NOUN
ajird-153	76	20	of	of	ADP
ajird-153	76	21	knowledge	knowledge	NOUN
ajird-153	76	22	gained	gain	VERB
ajird-153	76	23	from	from	ADP
ajird-153	76	24	other	other	ADJ
ajird-153	76	25	studies	study	NOUN
ajird-153	76	26	,	,	PUNCT
ajird-153	76	27	with	with	ADP
ajird-153	76	28	the	the	DET
ajird-153	76	29	density	density	NOUN
ajird-153	76	30	-	-	PUNCT
ajird-153	76	31	based	base	VERB
ajird-153	76	32	spatial	spatial	ADJ
ajird-153	76	33	clustering	clustering	ADJ
ajird-153	76	34	algorithm	algorithm	NOUN
ajird-153	76	35	.	.	PUNCT
ajird-153	77	1	the	the	DET
ajird-153	77	2	article	article	NOUN
ajird-153	77	3	proposes	propose	VERB
ajird-153	77	4	a	a	DET
ajird-153	77	5	transfer	transfer	NOUN
ajird-153	77	6	learning	learn	VERB
ajird-153	77	7	algorithm	algorithm	NOUN
ajird-153	77	8	based	base	VERB
ajird-153	77	9	on	on	ADP
ajird-153	77	10	clustering	clustering	NOUN
ajird-153	77	11	.	.	PUNCT
ajird-153	78	1	the	the	DET
ajird-153	78	2	feature	feature	NOUN
ajird-153	78	3	cluster	cluster	NOUN
ajird-153	78	4	is	be	AUX
ajird-153	78	5	first	first	ADV
ajird-153	78	6	achieved	achieve	VERB
ajird-153	78	7	by	by	ADP
ajird-153	78	8	the	the	DET
ajird-153	78	9	algorithm	algorithm	NOUN
ajird-153	78	10	,	,	PUNCT
ajird-153	78	11	then	then	ADV
ajird-153	78	12	the	the	DET
ajird-153	78	13	algorithm	algorithm	NOUN
ajird-153	78	14	is	be	AUX
ajird-153	78	15	used	use	VERB
ajird-153	78	16	for	for	ADP
ajird-153	78	17	the	the	DET
ajird-153	78	18	dataset	dataset	NOUN
ajird-153	78	19	cluster	cluster	NOUN
ajird-153	78	20	,	,	PUNCT
ajird-153	78	21	and	and	CCONJ
ajird-153	78	22	finally	finally	ADV
ajird-153	78	23	,	,	PUNCT
ajird-153	78	24	after	after	ADP
ajird-153	78	25	the	the	DET
ajird-153	78	26	weight	weight	NOUN
ajird-153	78	27	adjustment	adjustment	NOUN
ajird-153	78	28	strategy	strategy	NOUN
ajird-153	78	29	,	,	PUNCT
ajird-153	78	30	the	the	DET
ajird-153	78	31	k	k	NOUN
ajird-153	78	32	-	-	PUNCT
ajird-153	78	33	means	means	NOUN
ajird-153	78	34	algorithm	algorithm	NOUN
ajird-153	78	35	is	be	AUX
ajird-153	78	36	used	use	VERB
ajird-153	78	37	to	to	PART
ajird-153	78	38	classify	classify	VERB
ajird-153	78	39	the	the	DET
ajird-153	78	40	documents	document	NOUN
ajird-153	78	41	into	into	ADP
ajird-153	78	42	different	different	ADJ
ajird-153	78	43	classes	class	NOUN
ajird-153	78	44	.	.	PUNCT
ajird-153	79	1	iv	iv	X
ajird-153	79	2	.	.	PROPN
ajird-153	79	3	results	result	VERB
ajird-153	79	4	the	the	DET
ajird-153	79	5	result	result	NOUN
ajird-153	79	6	after	after	ADP
ajird-153	79	7	clustering	cluster	VERB
ajird-153	79	8	data	datum	NOUN
ajird-153	79	9	set	set	VERB
ajird-153	79	10	before	before	ADP
ajird-153	79	11	clustering	cluster	VERB
ajird-153	79	12	after	after	ADP
ajird-153	79	13	clustering	cluster	VERB
ajird-153	79	14	students	student	NOUN
ajird-153	79	15	'	'	PART
ajird-153	79	16	documents	document	NOUN
ajird-153	79	17	532	532	NUM
ajird-153	79	18	250	250	NUM
ajird-153	79	19	plan	plan	NOUN
ajird-153	79	20	400	400	NUM
ajird-153	79	21	190	190	NUM
ajird-153	79	22	scientific	scientific	ADJ
ajird-153	79	23	works	work	NOUN
ajird-153	79	24	500	500	NUM
ajird-153	79	25	220	220	NUM
ajird-153	79	26	teachers	teacher	NOUN
ajird-153	79	27	documents	document	NOUN
ajird-153	79	28	380	380	NUM
ajird-153	79	29	230	230	NUM
ajird-153	79	30	departments	department	NOUN
ajird-153	79	31	document	document	NOUN
ajird-153	79	32	450	450	NUM
ajird-153	79	33	341	341	NUM
ajird-153	79	34	acknowledgment	acknowledgment	NOUN
ajird-153	79	35	the	the	DET
ajird-153	79	36	work	work	NOUN
ajird-153	79	37	is	be	AUX
ajird-153	79	38	carried	carry	VERB
ajird-153	79	39	out	out	ADP
ajird-153	79	40	with	with	ADP
ajird-153	79	41	the	the	DET
ajird-153	79	42	department	department	NOUN
ajird-153	79	43	of	of	ADP
ajird-153	79	44	system	system	NOUN
ajird-153	79	45	and	and	CCONJ
ajird-153	79	46	practical	practical	ADJ
ajird-153	79	47	programming	programming	NOUN
ajird-153	79	48	of	of	ADP
ajird-153	79	49	tuit	tuit	PROPN
ajird-153	79	50	.	.	PUNCT
ajird-153	80	1	based	base	VERB
ajird-153	80	2	on	on	ADP
ajird-153	80	3	the	the	DET
ajird-153	80	4	documentation	documentation	NOUN
ajird-153	80	5	of	of	ADP
ajird-153	80	6	the	the	DET
ajird-153	80	7	department	department	NOUN
ajird-153	80	8	.	.	PUNCT
ajird-153	81	1	vi	vi	X
ajird-153	81	2	.	.	PROPN
ajird-153	81	3	conclusion	conclusion	NOUN
ajird-153	81	4	this	this	DET
ajird-153	81	5	article	article	NOUN
ajird-153	81	6	considers	consider	VERB
ajird-153	81	7	the	the	DET
ajird-153	81	8	task	task	NOUN
ajird-153	81	9	of	of	ADP
ajird-153	81	10	classifying	classify	VERB
ajird-153	81	11	documents	document	NOUN
ajird-153	81	12	in	in	ADP
ajird-153	81	13	the	the	DET
ajird-153	81	14	electronic	electronic	ADJ
ajird-153	81	15	document	document	NOUN
ajird-153	81	16	management	management	NOUN
ajird-153	81	17	system	system	NOUN
ajird-153	81	18	of	of	ADP
ajird-153	81	19	a	a	DET
ajird-153	81	20	scientific	scientific	ADJ
ajird-153	81	21	and	and	CCONJ
ajird-153	81	22	educational	educational	ADJ
ajird-153	81	23	institution	institution	NOUN
ajird-153	81	24	.	.	PUNCT
ajird-153	82	1	a	a	DET
ajird-153	82	2	comparative	comparative	ADJ
ajird-153	82	3	analysis	analysis	NOUN
ajird-153	82	4	of	of	ADP
ajird-153	82	5	existing	exist	VERB
ajird-153	82	6	approaches	approach	NOUN
ajird-153	82	7	to	to	ADP
ajird-153	82	8	machine	machine	NOUN
ajird-153	82	9	learning	learning	NOUN
ajird-153	82	10	was	be	AUX
ajird-153	82	11	carried	carry	VERB
ajird-153	82	12	out	out	ADP
ajird-153	82	13	,	,	PUNCT
ajird-153	82	14	on	on	ADP
ajird-153	82	15	the	the	DET
ajird-153	82	16	basis	basis	NOUN
ajird-153	82	17	of	of	ADP
ajird-153	82	18	which	which	PRON
ajird-153	82	19	it	it	PRON
ajird-153	82	20	was	be	AUX
ajird-153	82	21	concluded	conclude	VERB
ajird-153	82	22	that	that	SCONJ
ajird-153	82	23	the	the	DET
ajird-153	82	24	use	use	NOUN
ajird-153	82	25	of	of	ADP
ajird-153	82	26	transfer	transfer	NOUN
ajird-153	82	27	learning	learning	NOUN
ajird-153	82	28	gives	give	VERB
ajird-153	82	29	a	a	DET
ajird-153	82	30	more	more	ADV
ajird-153	82	31	effective	effective	ADJ
ajird-153	82	32	result	result	NOUN
ajird-153	82	33	in	in	ADP
ajird-153	82	34	the	the	DET
ajird-153	82	35	0	0	NUM
ajird-153	82	36	100	100	NUM
ajird-153	82	37	200	200	NUM
ajird-153	82	38	300	300	NUM
ajird-153	82	39	400	400	NUM
ajird-153	82	40	500	500	NUM
ajird-153	82	41	600	600	NUM
ajird-153	82	42	students	student	NOUN
ajird-153	82	43	'	'	PART
ajird-153	82	44	documents	document	NOUN
ajird-153	82	45	plan	plan	VERB
ajird-153	82	46	scientific	scientific	ADJ
ajird-153	82	47	works	work	NOUN
ajird-153	82	48	teachers	teacher	NOUN
ajird-153	82	49	documents	document	NOUN
ajird-153	82	50	departments	department	NOUN
ajird-153	82	51	document	document	NOUN
ajird-153	82	52	results	result	NOUN
ajird-153	82	53	after	after	ADP
ajird-153	82	54	clustering	cluster	VERB
ajird-153	82	55	before	before	ADP
ajird-153	82	56	clustering	cluster	VERB
ajird-153	82	57	american	american	ADJ
ajird-153	82	58	journal	journal	PROPN
ajird-153	82	59	of	of	ADP
ajird-153	82	60	interdisciplinary	interdisciplinary	ADJ
ajird-153	82	61	research	research	NOUN
ajird-153	82	62	and	and	CCONJ
ajird-153	82	63	development	development	NOUN
ajird-153	82	64	issn	issn	PROPN
ajird-153	82	65	online	online	NOUN
ajird-153	82	66	:	:	PUNCT
ajird-153	82	67	2771	2771	NUM
ajird-153	82	68	-	-	SYM
ajird-153	82	69	8948	8948	NUM
ajird-153	82	70	website	website	NOUN
ajird-153	82	71	:	:	PUNCT
ajird-153	82	72	www.ajird.journalspark.org	www.ajird.journalspark.org	ADJ
ajird-153	82	73	volume	volume	NOUN
ajird-153	82	74	05	05	NUM
ajird-153	82	75	,	,	PUNCT
ajird-153	82	76	june	june	PROPN
ajird-153	82	77	,	,	PUNCT
ajird-153	82	78	2022	2022	NUM
ajird-153	82	79	285	285	NUM
ajird-153	83	1	|	|	ADV
ajird-153	83	2	p	p	ADP
ajird-153	83	3	a	a	DET
ajird-153	83	4	g	g	NOUN
ajird-153	83	5	e	e	NOUN
ajird-153	83	6	classification	classification	NOUN
ajird-153	83	7	of	of	ADP
ajird-153	83	8	documents	document	NOUN
ajird-153	83	9	.	.	PUNCT
ajird-153	84	1	educational	educational	ADJ
ajird-153	84	2	institution	institution	NOUN
ajird-153	84	3	to	to	PART
ajird-153	84	4	improve	improve	VERB
ajird-153	84	5	the	the	DET
ajird-153	84	6	quality	quality	NOUN
ajird-153	84	7	of	of	ADP
ajird-153	84	8	classification	classification	NOUN
ajird-153	84	9	and	and	CCONJ
ajird-153	84	10	.	.	PUNCT
ajird-153	85	1	for	for	ADP
ajird-153	85	2	solving	solve	VERB
ajird-153	85	3	the	the	DET
ajird-153	85	4	classification	classification	NOUN
ajird-153	85	5	problem	problem	NOUN
ajird-153	85	6	it	it	PRON
ajird-153	85	7	is	be	AUX
ajird-153	85	8	also	also	ADV
ajird-153	85	9	necessary	necessary	ADJ
ajird-153	85	10	to	to	PART
ajird-153	85	11	select	select	VERB
ajird-153	85	12	certain	certain	ADJ
ajird-153	85	13	to	to	PART
ajird-153	85	14	which	which	PRON
ajird-153	85	15	the	the	DET
ajird-153	85	16	initial	initial	ADJ
ajird-153	85	17	set	set	NOUN
ajird-153	85	18	of	of	ADP
ajird-153	85	19	documents	document	NOUN
ajird-153	85	20	will	will	AUX
ajird-153	85	21	be	be	AUX
ajird-153	85	22	distributed	distribute	VERB
ajird-153	85	23	,	,	PUNCT
ajird-153	85	24	for	for	ADP
ajird-153	85	25	which	which	PRON
ajird-153	85	26	the	the	DET
ajird-153	85	27	algorithm	algorithm	NOUN
ajird-153	85	28	presented	present	VERB
ajird-153	85	29	in	in	ADP
ajird-153	85	30	the	the	DET
ajird-153	85	31	article	article	NOUN
ajird-153	85	32	is	be	AUX
ajird-153	85	33	proposed	propose	VERB
ajird-153	85	34	.	.	PUNCT
ajird-153	86	1	thus	thus	ADV
ajird-153	86	2	,	,	PUNCT
ajird-153	86	3	the	the	DET
ajird-153	86	4	algorithmic	algorithmic	ADJ
ajird-153	86	5	support	support	NOUN
ajird-153	86	6	presented	present	VERB
ajird-153	86	7	in	in	ADP
ajird-153	86	8	the	the	DET
ajird-153	86	9	article	article	NOUN
ajird-153	86	10	can	can	AUX
ajird-153	86	11	be	be	AUX
ajird-153	86	12	used	use	VERB
ajird-153	86	13	as	as	ADP
ajird-153	86	14	a	a	DET
ajird-153	86	15	theoretical	theoretical	ADJ
ajird-153	86	16	basis	basis	NOUN
ajird-153	86	17	for	for	ADP
ajird-153	86	18	the	the	DET
ajird-153	86	19	integration	integration	NOUN
ajird-153	86	20	of	of	ADP
ajird-153	86	21	machine	machine	NOUN
ajird-153	86	22	learning	learn	VERB
ajird-153	86	23	methods	method	NOUN
ajird-153	86	24	in	in	ADP
ajird-153	86	25	the	the	DET
ajird-153	86	26	analysis	analysis	NOUN
ajird-153	86	27	and	and	CCONJ
ajird-153	86	28	classification	classification	NOUN
ajird-153	86	29	of	of	ADP
ajird-153	86	30	documents	document	NOUN
ajird-153	86	31	of	of	ADP
ajird-153	86	32	a	a	DET
ajird-153	86	33	scientific	scientific	ADJ
ajird-153	86	34	and	and	CCONJ
ajird-153	86	35	educational	educational	ADJ
ajird-153	86	36	institution	institution	NOUN
ajird-153	86	37	.	.	PUNCT
ajird-153	87	1	references	reference	NOUN
ajird-153	87	2	1	1	NUM
ajird-153	87	3	.	.	X
ajird-153	87	4	marszalek	marszalek	PROPN
ajird-153	87	5	m.	m.	NOUN
ajird-153	87	6	,	,	PUNCT
ajird-153	87	7	schmid	schmid	PROPN
ajird-153	87	8	s.	s.	PROPN
ajird-153	87	9	,	,	PUNCT
ajird-153	87	10	harzalla	harzalla	PROPN
ajird-153	87	11	h.	h.	PROPN
ajird-153	87	12	,	,	PUNCT
ajird-153	87	13	van	van	PROPN
ajird-153	87	14	de	de	PROPN
ajird-153	87	15	weyer	weyer	PROPN
ajird-153	87	16	j.	j.	PROPN
ajird-153	87	17	learning	learning	AUX
ajird-153	87	18	object	object	VERB
ajird-153	87	19	representations	representation	NOUN
ajird-153	87	20	for	for	ADP
ajird-153	87	21	class	class	NOUN
ajird-153	87	22	recognition	recognition	NOUN
ajird-153	87	23	of	of	ADP
ajird-153	87	24	visual	visual	ADJ
ajird-153	87	25	objects	object	NOUN
ajird-153	87	26	.	.	PUNCT
ajird-153	88	1	in	in	ADP
ajird-153	88	2	:	:	PUNCT
ajird-153	88	3	seminar	seminar	NOUN
ajird-153	88	4	on	on	ADP
ajird-153	88	5	iccv	iccv	ADJ
ajird-153	88	6	visual	visual	ADJ
ajird-153	88	7	recognition	recognition	NOUN
ajird-153	88	8	problems	problem	NOUN
ajird-153	88	9	.	.	PUNCT
ajird-153	89	1	2007	2007	NUM
ajird-153	89	2	.	.	PUNCT
ajird-153	90	1	[	[	X
ajird-153	90	2	1	1	NUM
ajird-153	90	3	]	]	SYM
ajird-153	90	4	2	2	NUM
ajird-153	90	5	.	.	X
ajird-153	90	6	mikhalkova	mikhalkova	PROPN
ajird-153	90	7	l.	l.	PROPN
ajird-153	90	8	,	,	PUNCT
ajird-153	90	9	mooney	mooney	PROPN
ajird-153	90	10	r.j	r.j	PROPN
ajird-153	90	11	.	.	PROPN
ajird-153	90	12	transfer	transfer	NOUN
ajird-153	90	13	learning	learning	NOUN
ajird-153	90	14	by	by	ADP
ajird-153	90	15	matching	match	VERB
ajird-153	90	16	against	against	ADP
ajird-153	90	17	minimum	minimum	NOUN
ajird-153	90	18	target	target	NOUN
ajird-153	90	19	data	datum	NOUN
ajird-153	90	20	.	.	PUNCT
ajird-153	91	1	in	in	ADP
ajird-153	91	2	:	:	PUNCT
ajird-153	91	3	proc	proc	NOUN
ajird-153	91	4	.	.	PUNCT
ajird-153	91	5	assoc	assoc	PROPN
ajird-153	91	6	.	.	PUNCT
ajird-153	92	1	to	to	PART
ajird-153	92	2	advance	advance	VERB
ajird-153	92	3	the	the	DET
ajird-153	92	4	workshop	workshop	NOUN
ajird-153	92	5	on	on	ADP
ajird-153	92	6	artificial	artificial	ADJ
ajird-153	92	7	intelligence	intelligence	NOUN
ajird-153	92	8	transfer	transfer	NOUN
ajird-153	92	9	learning	learning	NOUN
ajird-153	92	10	for	for	ADP
ajird-153	92	11	complex	complex	ADJ
ajird-153	92	12	tasks	task	NOUN
ajird-153	92	13	.	.	PUNCT
ajird-153	93	1	2008	2008	NUM
ajird-153	94	1	[	[	X
ajird-153	94	2	2	2	NUM
ajird-153	94	3	]	]	SYM
ajird-153	94	4	3	3	NUM
ajird-153	94	5	.	.	PUNCT
ajird-153	94	6	moreno	moreno	PROPN
ajird-153	94	7	o.	o.	PROPN
ajird-153	94	8	,	,	PUNCT
ajird-153	94	9	shapira	shapira	PROPN
ajird-153	94	10	b.	b.	PROPN
ajird-153	94	11	,	,	PUNCT
ajird-153	94	12	rokach	rokach	PROPN
ajird-153	94	13	l.	l.	PROPN
ajird-153	94	14	,	,	PUNCT
ajird-153	94	15	shani	shani	PROPN
ajird-153	94	16	g.	g.	PROPN
ajird-153	94	17	(	(	PUNCT
ajird-153	94	18	2012	2012	NUM
ajird-153	94	19	)	)	PUNCT
ajird-153	94	20	talmud	talmud	NOUN
ajird-153	94	21	—	—	PUNCT
ajird-153	94	22	transfer	transfer	NOUN
ajird-153	94	23	learning	learning	NOUN
ajird-153	94	24	for	for	ADP
ajird-153	94	25	several	several	ADJ
ajird-153	94	26	areas	area	NOUN
ajird-153	94	27	.	.	PUNCT
ajird-153	95	1	in	in	ADP
ajird-153	95	2	:	:	PUNCT
ajird-153	95	3	proceedings	proceeding	NOUN
ajird-153	95	4	of	of	ADP
ajird-153	95	5	the	the	DET
ajird-153	95	6	21st	21st	PROPN
ajird-153	95	7	acm	acm	PROPN
ajird-153	95	8	international	international	ADJ
ajird-153	95	9	conference	conference	NOUN
ajird-153	95	10	on	on	ADP
ajird-153	95	11	information	information	NOUN
ajird-153	95	12	and	and	CCONJ
ajird-153	95	13	knowledge	knowledge	NOUN
ajird-153	95	14	management	management	NOUN
ajird-153	95	15	.	.	PUNCT
ajird-153	96	1	2012	2012	NUM
ajird-153	96	2	.	.	PUNCT
ajird-153	97	1	[	[	X
ajird-153	97	2	3	3	NUM
ajird-153	97	3	]	]	SYM
ajird-153	97	4	4	4	NUM
ajird-153	97	5	.	.	PUNCT
ajird-153	97	6	nam	nam	PROPN
ajird-153	97	7	j.	j.	PROPN
ajird-153	97	8	,	,	PUNCT
ajird-153	97	9	kim	kim	PROPN
ajird-153	97	10	s.	s.	PROPN
ajird-153	97	11	(	(	PUNCT
ajird-153	97	12	2015	2015	NUM
ajird-153	97	13	)	)	PUNCT
ajird-153	97	14	prediction	prediction	NOUN
ajird-153	97	15	of	of	ADP
ajird-153	97	16	heterogeneous	heterogeneous	ADJ
ajird-153	97	17	defects	defect	NOUN
ajird-153	97	18	.	.	PUNCT
ajird-153	98	1	in	in	ADP
ajird-153	98	2	:	:	PUNCT
ajird-153	98	3	proceedings	proceeding	NOUN
ajird-153	98	4	of	of	ADP
ajird-153	98	5	the	the	DET
ajird-153	98	6	10th	10th	ADJ
ajird-153	98	7	2015	2015	NUM
ajird-153	98	8	joint	joint	ADJ
ajird-153	98	9	meeting	meeting	NOUN
ajird-153	98	10	on	on	ADP
ajird-153	98	11	fundamentals	fundamental	NOUN
ajird-153	98	12	of	of	ADP
ajird-153	98	13	software	software	NOUN
ajird-153	98	14	engineering	engineering	NOUN
ajird-153	98	15	.	.	PUNCT
ajird-153	99	1	2015	2015	NUM
ajird-153	99	2	.	.	PUNCT
ajird-153	100	1	[	[	X
ajird-153	100	2	4	4	NUM
ajird-153	100	3	]	]	SYM
ajird-153	100	4	5	5	NUM
ajird-153	100	5	.	.	PUNCT
ajird-153	100	6	ng	ng	PROPN
ajird-153	100	7	mk	mk	PROPN
ajird-153	100	8	,	,	PUNCT
ajird-153	100	9	wu	wu	PROPN
ajird-153	100	10	q	q	PROPN
ajird-153	100	11	,	,	PUNCT
ajird-153	100	12	ye	ye	PROPN
ajird-153	100	13	y.	y.	PROPN
ajird-153	100	14	collaborative	collaborative	PROPN
ajird-153	100	15	learning	learn	VERB
ajird-153	100	16	with	with	ADP
ajird-153	100	17	a	a	DET
ajird-153	100	18	method	method	NOUN
ajird-153	100	19	based	base	VERB
ajird-153	100	20	on	on	ADP
ajird-153	100	21	a	a	DET
ajird-153	100	22	joint	joint	ADJ
ajird-153	100	23	transition	transition	NOUN
ajird-153	100	24	probability	probability	NOUN
ajird-153	100	25	graph	graph	NOUN
ajird-153	100	26	.	.	PUNCT
ajird-153	101	1	in	in	ADP
ajird-153	101	2	:	:	PUNCT
ajird-153	101	3	proceedings	proceeding	NOUN
ajird-153	101	4	of	of	ADP
ajird-153	101	5	the	the	DET
ajird-153	101	6	1st	1st	ADJ
ajird-153	101	7	international	international	ADJ
ajird-153	101	8	workshop	workshop	NOUN
ajird-153	101	9	on	on	ADP
ajird-153	101	10	revealing	reveal	VERB
ajird-153	101	11	cross	cross	ADJ
ajird-153	101	12	-	-	ADJ
ajird-153	101	13	domain	domain	ADJ
ajird-153	101	14	knowledge	knowledge	NOUN
ajird-153	101	15	in	in	ADP
ajird-153	101	16	web	web	NOUN
ajird-153	101	17	and	and	CCONJ
ajird-153	101	18	social	social	ADJ
ajird-153	101	19	networks	network	NOUN
ajird-153	101	20	.	.	PUNCT
ajird-153	102	1	2012	2012	NUM
ajird-153	102	2	.	.	PUNCT
ajird-153	103	1	[	[	X
ajird-153	103	2	5	5	NUM
ajird-153	103	3	]	]	SYM
ajird-153	103	4	6	6	NUM
ajird-153	103	5	.	.	PUNCT
ajird-153	103	6	w.	w.	PROPN
ajird-153	103	7	dai	dai	PROPN
ajird-153	103	8	,	,	PUNCT
ajird-153	103	9	q.	q.	PROPN
ajird-153	103	10	yang	yang	PROPN
ajird-153	103	11	,	,	PUNCT
ajird-153	103	12	g.	g.	PROPN
ajird-153	103	13	xue	xue	PROPN
ajird-153	103	14	and	and	CCONJ
ajird-153	103	15	y.yu	y.yu	PROPN
ajird-153	103	16	,	,	PUNCT
ajird-153	103	17	“	"	PUNCT
ajird-153	103	18	boosting	boost	VERB
ajird-153	103	19	for	for	ADP
ajird-153	103	20	transfer	transfer	NOUN
ajird-153	103	21	learning	learning	NOUN
ajird-153	103	22	”	"	PUNCT
ajird-153	103	23	,	,	PUNCT
ajird-153	103	24	proc.24	proc.24	PROPN
ajird-153	103	25	international	international	ADJ
ajird-153	103	26	conference	conference	NOUN
ajird-153	103	27	.	.	PUNCT
ajird-153	104	1	machine	machine	NOUN
ajird-153	104	2	learning	learning	PROPN
ajird-153	104	3	,	,	PUNCT
ajird-153	104	4	pp.193	pp.193	NOUN
ajird-153	104	5	-	-	PUNCT
ajird-153	104	6	200	200	NUM
ajird-153	104	7	,	,	PUNCT
ajird-153	104	8	june	june	PROPN
ajird-153	104	9	2007	2007	NUM
ajird-153	104	10	.	.	PUNCT
ajird-153	105	1	[	[	X
ajird-153	105	2	6	6	NUM
ajird-153	105	3	]	]	SYM
ajird-153	105	4	7	7	NUM
ajird-153	105	5	.	.	PROPN
ajird-153	105	6	xinno	xinno	PROPN
ajird-153	105	7	jialing	jialing	PROPN
ajird-153	105	8	pan	pan	PROPN
ajird-153	105	9	,	,	PUNCT
ajird-153	105	10	yang	yang	PROPN
ajird-153	105	11	k.	k.	PROPN
ajird-153	105	12	survey	survey	PROPN
ajird-153	105	13	on	on	ADP
ajird-153	105	14	transfer	transfer	NOUN
ajird-153	105	15	learning	learning	NOUN
ajird-153	105	16	.	.	PUNCT
ajird-153	106	1	ieee	ieee	PROPN
ajird-153	106	2	tkde	tkde	PROPN
ajird-153	106	3	,	,	PUNCT
ajird-153	106	4	2009	2009	NUM
ajird-153	106	5	.	.	PUNCT
ajird-153	107	1	[	[	X
ajird-153	107	2	7	7	NUM
ajird-153	107	3	]	]	SYM
ajird-153	107	4	8	8	NUM
ajird-153	107	5	.	.	PUNCT
ajird-153	108	1	dai	dai	PROPN
ajird-153	108	2	v	v	PROPN
ajird-153	108	3	,	,	PUNCT
ajird-153	108	4	yang	yang	PROPN
ajird-153	108	5	q	q	PROPN
ajird-153	108	6	,	,	PUNCT
ajird-153	108	7	xue	xue	PROPN
ajird-153	108	8	gr	gr	PROPN
ajird-153	108	9	,	,	PUNCT
ajird-153	108	10	yu	yu	PROPN
ajird-153	108	11	yu	yu	PROPN
ajird-153	108	12	.	.	PUNCT
ajird-153	109	1	boosting	boost	VERB
ajird-153	109	2	for	for	ADP
ajird-153	109	3	transfer	transfer	NOUN
ajird-153	109	4	learning	learning	NOUN
ajird-153	109	5	.	.	PUNCT
ajird-153	110	1	proceedings	proceeding	NOUN
ajird-153	110	2	of	of	ADP
ajird-153	110	3	the	the	DET
ajird-153	110	4	twenty	twenty	NUM
ajird-153	110	5	-	-	PUNCT
ajird-153	110	6	fourth	fourth	ADJ
ajird-153	110	7	international	international	ADJ
ajird-153	110	8	conference	conference	NOUN
ajird-153	110	9	on	on	ADP
ajird-153	110	10	machine	machine	NOUN
ajird-153	110	11	learning	learning	NOUN
ajird-153	110	12	,	,	PUNCT
ajird-153	110	13	2007	2007	NUM
ajird-153	110	14	:	:	PUNCT
ajird-153	110	15	193	193	NUM
ajird-153	110	16	×	×	NOUN
ajird-153	110	17	200	200	NUM
ajird-153	110	18	.	.	PUNCT
ajird-153	111	1	[	[	X
ajird-153	111	2	8	8	NUM
ajird-153	111	3	]	]	SYM
ajird-153	111	4	9	9	NUM
ajird-153	111	5	.	.	PUNCT
ajird-153	111	6	dai	dai	PROPN
ajird-153	111	7	wee	wee	PROPN
ajird-153	111	8	,	,	PUNCT
ajird-153	111	9	chen	chen	PROPN
ajird-153	111	10	wk	wk	PROPN
ajird-153	111	11	,	,	PUNCT
ajird-153	111	12	xue	xue	PROPN
ajird-153	111	13	gr	gr	PROPN
ajird-153	111	14	,	,	PUNCT
ajird-153	111	15	yang	yang	PROPN
ajird-153	111	16	q	q	PROPN
ajird-153	111	17	,	,	PUNCT
ajird-153	111	18	yu	yu	PROPN
ajird-153	111	19	yu	yu	PROPN
ajird-153	111	20	.	.	PUNCT
ajird-153	111	21	transfer	transfer	NOUN
ajird-153	111	22	learning	learning	NOUN
ajird-153	111	23	:	:	PUNCT
ajird-153	111	24	transferring	transfer	VERB
ajird-153	111	25	learning	learn	VERB
ajird-153	111	26	to	to	ADP
ajird-153	111	27	different	different	ADJ
ajird-153	111	28	functional	functional	ADJ
ajird-153	111	29	spaces	space	NOUN
ajird-153	111	30	.	.	PUNCT
ajird-153	112	1	advances	advance	NOUN
ajird-153	112	2	in	in	ADP
ajird-153	112	3	neural	neural	ADJ
ajird-153	112	4	information	information	NOUN
ajird-153	112	5	processing	processing	NOUN
ajird-153	112	6	systems	system	NOUN
ajird-153	112	7	21	21	NUM
ajird-153	112	8	,	,	PUNCT
ajird-153	112	9	2009	2009	NUM
ajird-153	112	10	.	.	PUNCT
ajird-153	113	1	[	[	X
ajird-153	113	2	9	9	NUM
ajird-153	113	3	]	]	PUNCT
ajird-153	113	4	.	.	PUNCT