id	sid	tid	token	lemma	pos
bracis-19043	1	1	a	a	DET
bracis-19043	1	2	co	co	NOUN
bracis-19043	1	3	-	-	NOUN
bracis-19043	1	4	occurrence	occurrence	ADJ
bracis-19043	1	5	based	base	VERB
bracis-19043	1	6	approach	approach	NOUN
bracis-19043	1	7	for	for	ADP
bracis-19043	1	8	mining	mining	NOUN
bracis-19043	1	9	overlapped	overlapped	ADJ
bracis-19043	1	10	co	co	NOUN
bracis-19043	1	11	-	-	NOUN
bracis-19043	1	12	clusters	cluster	NOUN
bracis-19043	1	13	in	in	ADP
bracis-19043	1	14	binary	binary	ADJ
bracis-19043	1	15	data	datum	NOUN
bracis-19043	1	16	|	|	ADV
bracis-19043	1	17	springer	springer	NOUN
bracis-19043	1	18	nature	nature	PROPN
bracis-19043	1	19	link	link	PROPN
bracis-19043	1	20	(	(	PUNCT
bracis-19043	1	21	formerly	formerly	ADV
bracis-19043	1	22	springerlink	springerlink	NOUN
bracis-19043	1	23	)	)	PUNCT
bracis-19043	1	24	skip	skip	VERB
bracis-19043	1	25	to	to	ADP
bracis-19043	1	26	main	main	ADJ
bracis-19043	1	27	content	content	NOUN
bracis-19043	1	28	advertisement	advertisement	NOUN
bracis-19043	1	29	log	log	NOUN
bracis-19043	1	30	in	in	ADP
bracis-19043	1	31	menu	menu	NOUN
bracis-19043	1	32	find	find	VERB
bracis-19043	1	33	a	a	DET
bracis-19043	1	34	journal	journal	NOUN
bracis-19043	1	35	publish	publish	VERB
bracis-19043	1	36	with	with	ADP
bracis-19043	1	37	us	we	PRON
bracis-19043	1	38	track	track	VERB
bracis-19043	1	39	your	your	PRON
bracis-19043	1	40	research	research	NOUN
bracis-19043	1	41	search	search	NOUN
bracis-19043	1	42	cart	cart	NOUN
bracis-19043	1	43	home	home	NOUN
bracis-19043	1	44	intelligent	intelligent	ADJ
bracis-19043	1	45	systems	system	NOUN
bracis-19043	1	46	conference	conference	NOUN
bracis-19043	1	47	paper	paper	NOUN
bracis-19043	1	48	a	a	DET
bracis-19043	1	49	co	co	NOUN
bracis-19043	1	50	-	-	NOUN
bracis-19043	1	51	occurrence	occurrence	ADJ
bracis-19043	1	52	based	base	VERB
bracis-19043	1	53	approach	approach	NOUN
bracis-19043	1	54	for	for	ADP
bracis-19043	1	55	mining	mining	NOUN
bracis-19043	1	56	overlapped	overlapped	ADJ
bracis-19043	1	57	co	co	NOUN
bracis-19043	1	58	-	-	NOUN
bracis-19043	1	59	clusters	cluster	NOUN
bracis-19043	1	60	in	in	ADP
bracis-19043	1	61	binary	binary	PROPN
bracis-19043	1	62	data	data	PROPN
bracis-19043	1	63	conference	conference	PROPN
bracis-19043	1	64	paper	paper	NOUN
bracis-19043	1	65	first	first	ADV
bracis-19043	1	66	online	online	ADV
bracis-19043	1	67	:	:	PUNCT
bracis-19043	1	68	28	28	NUM
bracis-19043	1	69	november	november	PROPN
bracis-19043	1	70	2021	2021	NUM
bracis-19043	2	1	pp	pp	ADP
bracis-19043	2	2	375–389	375–389	NUM
bracis-19043	2	3	cite	cite	VERB
bracis-19043	2	4	this	this	DET
bracis-19043	2	5	conference	conference	NOUN
bracis-19043	2	6	paper	paper	NOUN
bracis-19043	2	7	access	access	NOUN
bracis-19043	2	8	provided	provide	VERB
bracis-19043	2	9	by	by	ADP
bracis-19043	2	10	university	university	PROPN
bracis-19043	2	11	of	of	ADP
bracis-19043	2	12	notre	notre	PROPN
bracis-19043	2	13	dame	dame	PROPN
bracis-19043	2	14	hesburgh	hesburgh	PROPN
bracis-19043	2	15	library	library	PROPN
bracis-19043	2	16	download	download	PROPN
bracis-19043	2	17	book	book	NOUN
bracis-19043	2	18	pdf	pdf	PROPN
bracis-19043	2	19	download	download	NOUN
bracis-19043	2	20	book	book	NOUN
bracis-19043	2	21	epub	epub	PROPN
bracis-19043	2	22	intelligent	intelligent	ADJ
bracis-19043	2	23	systems	system	NOUN
bracis-19043	2	24	(	(	PUNCT
bracis-19043	2	25	bracis	bracis	NOUN
bracis-19043	2	26	2021	2021	NUM
bracis-19043	2	27	)	)	PUNCT
bracis-19043	2	28	a	a	DET
bracis-19043	2	29	co	co	NOUN
bracis-19043	2	30	-	-	NOUN
bracis-19043	2	31	occurrence	occurrence	ADJ
bracis-19043	2	32	based	base	VERB
bracis-19043	2	33	approach	approach	NOUN
bracis-19043	2	34	for	for	ADP
bracis-19043	2	35	mining	mining	NOUN
bracis-19043	2	36	overlapped	overlapped	ADJ
bracis-19043	2	37	co	co	NOUN
bracis-19043	2	38	-	-	NOUN
bracis-19043	2	39	clusters	cluster	NOUN
bracis-19043	2	40	in	in	ADP
bracis-19043	2	41	binary	binary	ADJ
bracis-19043	2	42	data	data	PROPN
bracis-19043	2	43	download	download	NOUN
bracis-19043	2	44	book	book	NOUN
bracis-19043	2	45	pdf	pdf	PROPN
bracis-19043	2	46	download	download	NOUN
bracis-19043	2	47	book	book	PROPN
bracis-19043	2	48	epub	epub	PROPN
bracis-19043	2	49	yuri	yuri	PROPN
bracis-19043	2	50	santa	santa	PROPN
bracis-19043	2	51	rosa	rosa	PROPN
bracis-19043	2	52	nassar	nassar	PROPN
bracis-19043	2	53	dos	dos	PROPN
bracis-19043	2	54	santos	santos	PROPN
bracis-19043	2	55	  	  	SPACE
bracis-19043	2	56	orcid	orcid	NOUN
bracis-19043	2	57	:	:	PUNCT
bracis-19043	2	58	orcid.org/0000-0001-9371-427x10,11	orcid.org/0000-0001-9371-427x10,11	NOUN
bracis-19043	2	59	,	,	PUNCT
bracis-19043	2	60	rafael	rafael	PROPN
bracis-19043	2	61	santiago	santiago	PROPN
bracis-19043	2	62	  	  	SPACE
bracis-19043	2	63	orcid	orcid	PROPN
bracis-19043	2	64	:	:	PUNCT
bracis-19043	2	65	orcid.org/0000-0001-7033-125x10,11	orcid.org/0000-0001-7033-125x10,11	NOUN
bracis-19043	2	66	,	,	PUNCT
bracis-19043	2	67	raffaele	raffaele	PROPN
bracis-19043	2	68	perego	perego	PROPN
bracis-19043	2	69	  	  	SPACE
bracis-19043	2	70	orcid	orcid	NOUN
bracis-19043	2	71	:	:	PUNCT
bracis-19043	2	72	orcid.org/0000-0001-7189-472412	orcid.org/0000-0001-7189-472412	PROPN
bracis-19043	2	73	,	,	PUNCT
bracis-19043	2	74	matheus	matheus	PROPN
bracis-19043	2	75	henrique	henrique	PROPN
bracis-19043	2	76	schaly10	schaly10	PROPN
bracis-19043	2	77	,	,	PUNCT
bracis-19043	2	78	luis	luis	PROPN
bracis-19043	2	79	otávio	otávio	PROPN
bracis-19043	2	80	alvares	alvare	NOUN
bracis-19043	2	81	  	  	SPACE
bracis-19043	2	82	orcid	orcid	NOUN
bracis-19043	2	83	:	:	PUNCT
bracis-19043	2	84	orcid.org/0000-0003-2372-499510	orcid.org/0000-0003-2372-499510	NOUN
bracis-19043	2	85	,	,	PUNCT
bracis-19043	2	86	chiara	chiara	PROPN
bracis-19043	2	87	renso	renso	PROPN
bracis-19043	2	88	  	  	SPACE
bracis-19043	2	89	orcid	orcid	NOUN
bracis-19043	2	90	:	:	PUNCT
bracis-19043	2	91	orcid.org/0000-0002-1763-296612	orcid.org/0000-0002-1763-296612	PROPN
bracis-19043	2	92	&	&	CCONJ
bracis-19043	2	93	…	…	PUNCT
bracis-19043	2	94	vania	vania	PROPN
bracis-19043	2	95	bogorny	bogorny	NOUN
bracis-19043	2	96	  	  	SPACE
bracis-19043	2	97	orcid	orcid	NOUN
bracis-19043	2	98	:	:	PUNCT
bracis-19043	2	99	orcid.org/0000-0002-0159-464310,11	orcid.org/0000-0002-0159-464310,11	PROPN
bracis-19043	2	100	  	  	SPACE
bracis-19043	2	101	show	show	VERB
bracis-19043	2	102	authors	author	NOUN
bracis-19043	2	103	part	part	NOUN
bracis-19043	2	104	of	of	ADP
bracis-19043	2	105	the	the	DET
bracis-19043	2	106	book	book	NOUN
bracis-19043	2	107	series	series	NOUN
bracis-19043	2	108	:	:	PUNCT
bracis-19043	2	109	lecture	lecture	NOUN
bracis-19043	2	110	notes	note	NOUN
bracis-19043	2	111	in	in	ADP
bracis-19043	2	112	computer	computer	NOUN
bracis-19043	2	113	science	science	NOUN
bracis-19043	2	114	(	(	PUNCT
bracis-19043	2	115	(	(	PUNCT
bracis-19043	2	116	lnai	lnai	ADJ
bracis-19043	2	117	,	,	PUNCT
bracis-19043	2	118	volume	volume	NOUN
bracis-19043	2	119	13073	13073	NUM
bracis-19043	2	120	)	)	PUNCT
bracis-19043	2	121	)	)	PUNCT
bracis-19043	2	122	included	include	VERB
bracis-19043	2	123	in	in	ADP
bracis-19043	2	124	the	the	DET
bracis-19043	2	125	following	follow	VERB
bracis-19043	2	126	conference	conference	NOUN
bracis-19043	2	127	series	series	NOUN
bracis-19043	2	128	:	:	PUNCT
bracis-19043	2	129	brazilian	brazilian	ADJ
bracis-19043	2	130	conference	conference	NOUN
bracis-19043	2	131	on	on	ADP
bracis-19043	2	132	intelligent	intelligent	ADJ
bracis-19043	2	133	systems	system	NOUN
bracis-19043	2	134	739	739	NUM
bracis-19043	2	135	accesses	access	NOUN
bracis-19043	2	136	abstract	abstract	ADJ
bracis-19043	2	137	co	co	VERB
bracis-19043	2	138	-	-	ADJ
bracis-19043	2	139	clustering	clustering	ADJ
bracis-19043	2	140	is	be	AUX
bracis-19043	2	141	a	a	DET
bracis-19043	2	142	specific	specific	ADJ
bracis-19043	2	143	type	type	NOUN
bracis-19043	2	144	of	of	ADP
bracis-19043	2	145	clustering	clustering	NOUN
bracis-19043	2	146	that	that	PRON
bracis-19043	2	147	addresses	address	VERB
bracis-19043	2	148	the	the	DET
bracis-19043	2	149	problem	problem	NOUN
bracis-19043	2	150	of	of	ADP
bracis-19043	2	151	simultaneously	simultaneously	ADV
bracis-19043	2	152	clustering	clustering	ADJ
bracis-19043	2	153	objects	object	NOUN
bracis-19043	2	154	and	and	CCONJ
bracis-19043	2	155	attributes	attribute	NOUN
bracis-19043	2	156	of	of	ADP
bracis-19043	2	157	a	a	DET
bracis-19043	2	158	data	data	NOUN
bracis-19043	2	159	matrix	matrix	NOUN
bracis-19043	2	160	.	.	PUNCT
bracis-19043	3	1	although	although	SCONJ
bracis-19043	3	2	general	general	ADJ
bracis-19043	3	3	clustering	clustering	NOUN
bracis-19043	3	4	techniques	technique	NOUN
bracis-19043	3	5	find	find	VERB
bracis-19043	3	6	non	non	ADJ
bracis-19043	3	7	-	-	ADJ
bracis-19043	3	8	overlapping	overlapping	ADJ
bracis-19043	3	9	co	co	NOUN
bracis-19043	3	10	-	-	NOUN
bracis-19043	3	11	clusters	cluster	NOUN
bracis-19043	3	12	,	,	PUNCT
bracis-19043	3	13	finding	find	VERB
bracis-19043	3	14	possible	possible	ADJ
bracis-19043	3	15	overlaps	overlap	NOUN
bracis-19043	3	16	between	between	ADP
bracis-19043	3	17	co	co	NOUN
bracis-19043	3	18	-	-	NOUN
bracis-19043	3	19	clusters	cluster	NOUN
bracis-19043	3	20	can	can	AUX
bracis-19043	3	21	reveal	reveal	VERB
bracis-19043	3	22	embedded	embed	VERB
bracis-19043	3	23	patterns	pattern	NOUN
bracis-19043	3	24	in	in	ADP
bracis-19043	3	25	the	the	DET
bracis-19043	3	26	data	datum	NOUN
bracis-19043	3	27	that	that	PRON
bracis-19043	3	28	the	the	DET
bracis-19043	3	29	disjoint	disjoint	NOUN
bracis-19043	3	30	clusters	cluster	NOUN
bracis-19043	3	31	can	can	AUX
bracis-19043	3	32	not	not	PART
bracis-19043	3	33	discover	discover	VERB
bracis-19043	3	34	.	.	PUNCT
bracis-19043	4	1	the	the	DET
bracis-19043	4	2	overlapping	overlap	VERB
bracis-19043	4	3	co	co	ADJ
bracis-19043	4	4	-	-	ADJ
bracis-19043	4	5	clustering	clustering	ADJ
bracis-19043	4	6	approaches	approach	NOUN
bracis-19043	4	7	proposed	propose	VERB
bracis-19043	4	8	in	in	ADP
bracis-19043	4	9	the	the	DET
bracis-19043	4	10	literature	literature	NOUN
bracis-19043	4	11	focus	focus	NOUN
bracis-19043	4	12	on	on	ADP
bracis-19043	4	13	finding	find	VERB
bracis-19043	4	14	global	global	ADJ
bracis-19043	4	15	overlapped	overlapped	ADJ
bracis-19043	4	16	co	co	NOUN
bracis-19043	4	17	-	-	NOUN
bracis-19043	4	18	clusters	cluster	NOUN
bracis-19043	4	19	and	and	CCONJ
bracis-19043	4	20	they	they	PRON
bracis-19043	4	21	might	might	AUX
bracis-19043	4	22	overlook	overlook	VERB
bracis-19043	4	23	interesting	interesting	ADJ
bracis-19043	4	24	local	local	ADJ
bracis-19043	4	25	patterns	pattern	NOUN
bracis-19043	4	26	that	that	PRON
bracis-19043	4	27	are	be	AUX
bracis-19043	4	28	not	not	PART
bracis-19043	4	29	necessarily	necessarily	ADV
bracis-19043	4	30	identified	identify	VERB
bracis-19043	4	31	as	as	ADP
bracis-19043	4	32	global	global	ADJ
bracis-19043	4	33	co	co	NOUN
bracis-19043	4	34	-	-	NOUN
bracis-19043	4	35	clusters	cluster	NOUN
bracis-19043	4	36	.	.	PUNCT
bracis-19043	5	1	discovering	discover	VERB
bracis-19043	5	2	such	such	ADJ
bracis-19043	5	3	local	local	ADJ
bracis-19043	5	4	co	co	NOUN
bracis-19043	5	5	-	-	NOUN
bracis-19043	5	6	clusters	cluster	NOUN
bracis-19043	5	7	increases	increase	VERB
bracis-19043	5	8	the	the	DET
bracis-19043	5	9	granularity	granularity	NOUN
bracis-19043	5	10	of	of	ADP
bracis-19043	5	11	the	the	DET
bracis-19043	5	12	analysis	analysis	NOUN
bracis-19043	5	13	,	,	PUNCT
bracis-19043	5	14	and	and	CCONJ
bracis-19043	5	15	therefore	therefore	ADV
bracis-19043	5	16	more	more	ADV
bracis-19043	5	17	specific	specific	ADJ
bracis-19043	5	18	patterns	pattern	NOUN
bracis-19043	5	19	can	can	AUX
bracis-19043	5	20	be	be	AUX
bracis-19043	5	21	captured	capture	VERB
bracis-19043	5	22	.	.	PUNCT
bracis-19043	6	1	this	this	PRON
bracis-19043	6	2	is	be	AUX
bracis-19043	6	3	the	the	DET
bracis-19043	6	4	objective	objective	NOUN
bracis-19043	6	5	of	of	ADP
bracis-19043	6	6	the	the	DET
bracis-19043	6	7	present	present	ADJ
bracis-19043	6	8	paper	paper	NOUN
bracis-19043	6	9	,	,	PUNCT
bracis-19043	6	10	which	which	PRON
bracis-19043	6	11	proposes	propose	VERB
bracis-19043	6	12	the	the	DET
bracis-19043	6	13	new	new	ADJ
bracis-19043	6	14	overlapped	overlapped	ADJ
bracis-19043	6	15	co	co	NOUN
bracis-19043	6	16	-	-	ADJ
bracis-19043	6	17	clustering	clustering	ADJ
bracis-19043	6	18	(	(	PUNCT
bracis-19043	6	19	ococlus	ococlus	ADJ
bracis-19043	6	20	)	)	PUNCT
bracis-19043	6	21	method	method	NOUN
bracis-19043	6	22	for	for	ADP
bracis-19043	6	23	finding	find	VERB
bracis-19043	6	24	overlapped	overlapped	ADJ
bracis-19043	6	25	co	co	NOUN
bracis-19043	6	26	-	-	NOUN
bracis-19043	6	27	clusters	cluster	NOUN
bracis-19043	6	28	on	on	ADP
bracis-19043	6	29	binary	binary	ADJ
bracis-19043	6	30	data	datum	NOUN
bracis-19043	6	31	,	,	PUNCT
bracis-19043	6	32	including	include	VERB
bracis-19043	6	33	both	both	CCONJ
bracis-19043	6	34	global	global	ADJ
bracis-19043	6	35	and	and	CCONJ
bracis-19043	6	36	local	local	ADJ
bracis-19043	6	37	patterns	pattern	NOUN
bracis-19043	6	38	.	.	PUNCT
bracis-19043	7	1	this	this	PRON
bracis-19043	7	2	is	be	AUX
bracis-19043	7	3	a	a	DET
bracis-19043	7	4	non	non	ADJ
bracis-19043	7	5	-	-	ADJ
bracis-19043	7	6	exhaustive	exhaustive	ADJ
bracis-19043	7	7	method	method	NOUN
bracis-19043	7	8	based	base	VERB
bracis-19043	7	9	on	on	ADP
bracis-19043	7	10	the	the	DET
bracis-19043	7	11	co	co	NOUN
bracis-19043	7	12	-	-	NOUN
bracis-19043	7	13	occurrence	occurrence	NOUN
bracis-19043	7	14	of	of	ADP
bracis-19043	7	15	attributes	attribute	NOUN
bracis-19043	7	16	and	and	CCONJ
bracis-19043	7	17	objects	object	NOUN
bracis-19043	7	18	in	in	ADP
bracis-19043	7	19	the	the	DET
bracis-19043	7	20	data	datum	NOUN
bracis-19043	7	21	.	.	PUNCT
bracis-19043	8	1	another	another	DET
bracis-19043	8	2	novelty	novelty	NOUN
bracis-19043	8	3	of	of	ADP
bracis-19043	8	4	this	this	DET
bracis-19043	8	5	method	method	NOUN
bracis-19043	8	6	is	be	AUX
bracis-19043	8	7	that	that	SCONJ
bracis-19043	8	8	it	it	PRON
bracis-19043	8	9	is	be	AUX
bracis-19043	8	10	driven	drive	VERB
bracis-19043	8	11	by	by	ADP
bracis-19043	8	12	an	an	DET
bracis-19043	8	13	objective	objective	ADJ
bracis-19043	8	14	cost	cost	NOUN
bracis-19043	8	15	function	function	NOUN
bracis-19043	8	16	that	that	PRON
bracis-19043	8	17	can	can	AUX
bracis-19043	8	18	automatically	automatically	ADV
bracis-19043	8	19	determine	determine	VERB
bracis-19043	8	20	the	the	DET
bracis-19043	8	21	number	number	NOUN
bracis-19043	8	22	of	of	ADP
bracis-19043	8	23	co	co	NOUN
bracis-19043	8	24	-	-	NOUN
bracis-19043	8	25	clusters	cluster	NOUN
bracis-19043	8	26	.	.	PUNCT
bracis-19043	9	1	we	we	PRON
bracis-19043	9	2	evaluate	evaluate	VERB
bracis-19043	9	3	the	the	DET
bracis-19043	9	4	proposed	propose	VERB
bracis-19043	9	5	approach	approach	NOUN
bracis-19043	9	6	on	on	ADP
bracis-19043	9	7	publicly	publicly	ADV
bracis-19043	9	8	available	available	ADJ
bracis-19043	9	9	datasets	dataset	NOUN
bracis-19043	9	10	,	,	PUNCT
bracis-19043	9	11	both	both	CCONJ
bracis-19043	9	12	real	real	ADJ
bracis-19043	9	13	and	and	CCONJ
bracis-19043	9	14	synthetic	synthetic	ADJ
bracis-19043	9	15	data	datum	NOUN
bracis-19043	9	16	,	,	PUNCT
bracis-19043	9	17	and	and	CCONJ
bracis-19043	9	18	compare	compare	VERB
bracis-19043	9	19	the	the	DET
bracis-19043	9	20	results	result	NOUN
bracis-19043	9	21	with	with	ADP
bracis-19043	9	22	a	a	DET
bracis-19043	9	23	number	number	NOUN
bracis-19043	9	24	of	of	ADP
bracis-19043	9	25	baselines	baseline	NOUN
bracis-19043	9	26	.	.	PUNCT
bracis-19043	10	1	our	our	PRON
bracis-19043	10	2	approach	approach	NOUN
bracis-19043	10	3	shows	show	VERB
bracis-19043	10	4	better	well	ADJ
bracis-19043	10	5	results	result	NOUN
bracis-19043	10	6	than	than	ADP
bracis-19043	10	7	the	the	DET
bracis-19043	10	8	baseline	baseline	NOUN
bracis-19043	10	9	methods	method	NOUN
bracis-19043	10	10	on	on	ADP
bracis-19043	10	11	synthetic	synthetic	ADJ
bracis-19043	10	12	data	datum	NOUN
bracis-19043	10	13	and	and	CCONJ
bracis-19043	10	14	demonstrates	demonstrate	VERB
bracis-19043	10	15	its	its	PRON
bracis-19043	10	16	efficacy	efficacy	NOUN
bracis-19043	10	17	in	in	ADP
bracis-19043	10	18	real	real	ADJ
bracis-19043	10	19	data	datum	NOUN
bracis-19043	10	20	.	.	PUNCT
bracis-19043	11	1	access	access	NOUN
bracis-19043	11	2	provided	provide	VERB
bracis-19043	11	3	by	by	ADP
bracis-19043	11	4	university	university	PROPN
bracis-19043	11	5	of	of	ADP
bracis-19043	11	6	notre	notre	PROPN
bracis-19043	11	7	dame	dame	PROPN
bracis-19043	11	8	hesburgh	hesburgh	PROPN
bracis-19043	11	9	library	library	PROPN
bracis-19043	11	10	.	.	PUNCT
bracis-19043	12	1	download	download	PROPN
bracis-19043	12	2	conference	conference	NOUN
bracis-19043	12	3	paper	paper	NOUN
bracis-19043	12	4	pdf	pdf	NOUN
bracis-19043	12	5	similar	similar	ADJ
bracis-19043	12	6	content	content	NOUN
bracis-19043	12	7	being	be	AUX
bracis-19043	12	8	viewed	view	VERB
bracis-19043	12	9	by	by	ADP
bracis-19043	12	10	others	other	NOUN
bracis-19043	12	11	parameter	parameter	NOUN
bracis-19043	12	12	-	-	PUNCT
bracis-19043	12	13	less	less	ADJ
bracis-19043	12	14	tensor	tensor	NOUN
bracis-19043	12	15	co	co	NOUN
bracis-19043	12	16	-	-	ADJ
bracis-19043	12	17	clustering	clustering	ADJ
bracis-19043	12	18	chapter	chapter	NOUN
bracis-19043	12	19	©	©	PROPN
bracis-19043	12	20	2019	2019	NUM
bracis-19043	12	21	co	co	ADJ
bracis-19043	12	22	-	-	ADJ
bracis-19043	12	23	clustering	clustering	ADJ
bracis-19043	12	24	based	base	VERB
bracis-19043	12	25	exploratory	exploratory	ADJ
bracis-19043	12	26	analysis	analysis	NOUN
bracis-19043	12	27	of	of	ADP
bracis-19043	12	28	mixed	mixed	ADJ
bracis-19043	12	29	-	-	PUNCT
bracis-19043	12	30	type	type	NOUN
bracis-19043	12	31	data	datum	NOUN
bracis-19043	12	32	tables	table	NOUN
bracis-19043	12	33	chapter	chapter	NOUN
bracis-19043	12	34	©	©	PROPN
bracis-19043	12	35	2019	2019	NUM
bracis-19043	12	36	co	co	NOUN
bracis-19043	12	37	-	-	VERB
bracis-19043	12	38	clustering	clustering	ADJ
bracis-19043	12	39	for	for	ADP
bracis-19043	12	40	object	object	NOUN
bracis-19043	12	41	by	by	ADP
bracis-19043	12	42	variable	variable	ADJ
bracis-19043	12	43	data	datum	NOUN
bracis-19043	12	44	matrices	matrix	NOUN
bracis-19043	12	45	chapter	chapter	NOUN
bracis-19043	12	46	©	©	PROPN
bracis-19043	12	47	2020	2020	NUM
bracis-19043	12	48	explore	explore	VERB
bracis-19043	12	49	related	relate	VERB
bracis-19043	12	50	subjects	subject	NOUN
bracis-19043	12	51	discover	discover	VERB
bracis-19043	12	52	the	the	DET
bracis-19043	12	53	latest	late	ADJ
bracis-19043	12	54	articles	article	NOUN
bracis-19043	12	55	,	,	PUNCT
bracis-19043	12	56	books	book	NOUN
bracis-19043	12	57	and	and	CCONJ
bracis-19043	12	58	news	news	NOUN
bracis-19043	12	59	in	in	ADP
bracis-19043	12	60	related	related	ADJ
bracis-19043	12	61	subjects	subject	NOUN
bracis-19043	12	62	,	,	PUNCT
bracis-19043	12	63	suggested	suggest	VERB
bracis-19043	12	64	using	use	VERB
bracis-19043	12	65	machine	machine	NOUN
bracis-19043	12	66	learning	learning	NOUN
bracis-19043	12	67	.	.	PUNCT
bracis-19043	13	1	atomic	atomic	ADJ
bracis-19043	13	2	and	and	CCONJ
bracis-19043	13	3	molecular	molecular	ADJ
bracis-19043	13	4	clusters	cluster	NOUN
bracis-19043	13	5	categorization	categorization	NOUN
bracis-19043	13	6	data	datum	NOUN
bracis-19043	13	7	mining	mining	NOUN
bracis-19043	13	8	functional	functional	ADJ
bracis-19043	13	9	clustering	clustering	NOUN
bracis-19043	13	10	methodology	methodology	NOUN
bracis-19043	13	11	of	of	ADP
bracis-19043	13	12	data	datum	NOUN
bracis-19043	13	13	collection	collection	NOUN
bracis-19043	13	14	and	and	CCONJ
bracis-19043	13	15	processing	processing	NOUN
bracis-19043	13	16	multivariate	multivariate	NOUN
bracis-19043	13	17	analysis	analysis	NOUN
bracis-19043	13	18	1	1	NUM
bracis-19043	13	19	introduction	introduction	NOUN
bracis-19043	13	20	over	over	ADP
bracis-19043	13	21	the	the	DET
bracis-19043	13	22	years	year	NOUN
bracis-19043	14	1	,	,	PUNCT
bracis-19043	14	2	the	the	DET
bracis-19043	14	3	task	task	NOUN
bracis-19043	14	4	of	of	ADP
bracis-19043	14	5	clustering	clustering	ADJ
bracis-19043	14	6	complex	complex	ADJ
bracis-19043	14	7	data	datum	NOUN
bracis-19043	14	8	has	have	AUX
bracis-19043	14	9	become	become	VERB
bracis-19043	14	10	more	more	ADV
bracis-19043	14	11	challenging	challenging	ADJ
bracis-19043	14	12	since	since	SCONJ
bracis-19043	14	13	a	a	DET
bracis-19043	14	14	high	high	ADJ
bracis-19043	14	15	number	number	NOUN
bracis-19043	14	16	of	of	ADP
bracis-19043	14	17	attributes	attribute	NOUN
bracis-19043	14	18	can	can	AUX
bracis-19043	14	19	increase	increase	VERB
bracis-19043	14	20	computational	computational	ADJ
bracis-19043	14	21	complexity	complexity	NOUN
bracis-19043	14	22	and	and	CCONJ
bracis-19043	14	23	affect	affect	VERB
bracis-19043	14	24	cluster	cluster	NOUN
bracis-19043	14	25	consistency	consistency	NOUN
bracis-19043	14	26	 	 	SPACE
bracis-19043	15	1	[	[	X
bracis-19043	15	2	17	17	NUM
bracis-19043	15	3	]	]	PUNCT
bracis-19043	15	4	.	.	PUNCT
bracis-19043	16	1	one	one	NUM
bracis-19043	16	2	way	way	NOUN
bracis-19043	16	3	to	to	PART
bracis-19043	16	4	deal	deal	VERB
bracis-19043	16	5	with	with	ADP
bracis-19043	16	6	this	this	DET
bracis-19043	16	7	complexity	complexity	NOUN
bracis-19043	16	8	is	be	AUX
bracis-19043	16	9	to	to	PART
bracis-19043	16	10	use	use	VERB
bracis-19043	16	11	the	the	DET
bracis-19043	16	12	co	co	ADJ
bracis-19043	16	13	-	-	ADJ
bracis-19043	16	14	clustering	clustering	ADJ
bracis-19043	16	15	approach	approach	NOUN
bracis-19043	16	16	,	,	PUNCT
bracis-19043	16	17	which	which	PRON
bracis-19043	16	18	simultaneously	simultaneously	ADV
bracis-19043	16	19	clusters	cluster	VERB
bracis-19043	16	20	objects	object	NOUN
bracis-19043	16	21	(	(	PUNCT
bracis-19043	16	22	rows	row	NOUN
bracis-19043	16	23	)	)	PUNCT
bracis-19043	16	24	and	and	CCONJ
bracis-19043	16	25	attributes	attribute	NOUN
bracis-19043	16	26	(	(	PUNCT
bracis-19043	16	27	columns	column	NOUN
bracis-19043	16	28	)	)	PUNCT
bracis-19043	16	29	in	in	ADP
bracis-19043	16	30	matrix	matrix	NOUN
bracis-19043	16	31	data	datum	NOUN
bracis-19043	16	32	 	 	SPACE
bracis-19043	17	1	[	[	X
bracis-19043	17	2	5	5	NUM
bracis-19043	17	3	]	]	PUNCT
bracis-19043	17	4	.	.	PUNCT
bracis-19043	18	1	the	the	DET
bracis-19043	18	2	focus	focus	NOUN
bracis-19043	18	3	of	of	ADP
bracis-19043	18	4	these	these	DET
bracis-19043	18	5	methods	method	NOUN
bracis-19043	18	6	relies	rely	VERB
bracis-19043	18	7	on	on	ADP
bracis-19043	18	8	finding	find	VERB
bracis-19043	18	9	co	co	NOUN
bracis-19043	18	10	-	-	NOUN
bracis-19043	18	11	clusters	cluster	NOUN
bracis-19043	18	12	,	,	PUNCT
bracis-19043	18	13	where	where	SCONJ
bracis-19043	18	14	each	each	DET
bracis-19043	18	15	co	co	NOUN
bracis-19043	18	16	-	-	NOUN
bracis-19043	18	17	cluster	cluster	NOUN
bracis-19043	18	18	is	be	AUX
bracis-19043	18	19	formed	form	VERB
bracis-19043	18	20	by	by	ADP
bracis-19043	18	21	a	a	DET
bracis-19043	18	22	subset	subset	NOUN
bracis-19043	18	23	of	of	ADP
bracis-19043	18	24	objects	object	NOUN
bracis-19043	18	25	and	and	CCONJ
bracis-19043	18	26	attributes	attribute	NOUN
bracis-19043	18	27	that	that	PRON
bracis-19043	18	28	can	can	AUX
bracis-19043	18	29	represent	represent	VERB
bracis-19043	18	30	a	a	DET
bracis-19043	18	31	submatrix	submatrix	NOUN
bracis-19043	18	32	of	of	ADP
bracis-19043	18	33	a	a	DET
bracis-19043	18	34	given	give	VERB
bracis-19043	18	35	matrix	matrix	NOUN
bracis-19043	18	36	.	.	PUNCT
bracis-19043	19	1	co	co	VERB
bracis-19043	19	2	-	-	ADJ
bracis-19043	19	3	clustering	clustering	ADJ
bracis-19043	19	4	approaches	approach	NOUN
bracis-19043	19	5	use	use	VERB
bracis-19043	19	6	,	,	PUNCT
bracis-19043	19	7	in	in	ADP
bracis-19043	19	8	general	general	ADJ
bracis-19043	19	9	,	,	PUNCT
bracis-19043	19	10	a	a	DET
bracis-19043	19	11	non	non	ADJ
bracis-19043	19	12	-	-	ADJ
bracis-19043	19	13	overlapping	overlapping	ADJ
bracis-19043	19	14	strategy	strategy	NOUN
bracis-19043	19	15	,	,	PUNCT
bracis-19043	19	16	which	which	PRON
bracis-19043	19	17	means	mean	VERB
bracis-19043	19	18	that	that	SCONJ
bracis-19043	19	19	an	an	DET
bracis-19043	19	20	element	element	NOUN
bracis-19043	19	21	of	of	ADP
bracis-19043	19	22	a	a	DET
bracis-19043	19	23	co	co	NOUN
bracis-19043	19	24	-	-	NOUN
bracis-19043	19	25	cluster	cluster	NOUN
bracis-19043	19	26	can	can	AUX
bracis-19043	19	27	belong	belong	VERB
bracis-19043	19	28	to	to	ADP
bracis-19043	19	29	only	only	ADV
bracis-19043	19	30	one	one	NUM
bracis-19043	19	31	co	co	NOUN
bracis-19043	19	32	-	-	NOUN
bracis-19043	19	33	cluster	cluster	NOUN
bracis-19043	19	34	[	[	NOUN
bracis-19043	19	35	1	1	NUM
bracis-19043	19	36	,	,	PUNCT
bracis-19043	19	37	14	14	NUM
bracis-19043	19	38	]	]	PUNCT
bracis-19043	19	39	.	.	PUNCT
bracis-19043	20	1	however	however	ADV
bracis-19043	20	2	,	,	PUNCT
bracis-19043	20	3	in	in	ADP
bracis-19043	20	4	many	many	ADJ
bracis-19043	20	5	real	real	ADJ
bracis-19043	20	6	situations	situation	NOUN
bracis-19043	20	7	,	,	PUNCT
bracis-19043	20	8	an	an	DET
bracis-19043	20	9	element	element	NOUN
bracis-19043	20	10	can	can	AUX
bracis-19043	20	11	participate	participate	VERB
bracis-19043	20	12	simultaneously	simultaneously	ADV
bracis-19043	20	13	in	in	ADP
bracis-19043	20	14	more	more	ADJ
bracis-19043	20	15	than	than	ADP
bracis-19043	20	16	one	one	NUM
bracis-19043	20	17	co	co	NOUN
bracis-19043	20	18	-	-	NOUN
bracis-19043	20	19	cluster	cluster	NOUN
bracis-19043	20	20	.	.	PUNCT
bracis-19043	21	1	for	for	ADP
bracis-19043	21	2	example	example	NOUN
bracis-19043	21	3	,	,	PUNCT
bracis-19043	21	4	a	a	DET
bracis-19043	21	5	movie	movie	NOUN
bracis-19043	21	6	could	could	AUX
bracis-19043	21	7	be	be	AUX
bracis-19043	21	8	both	both	PRON
bracis-19043	21	9	thriller	thriller	NOUN
bracis-19043	21	10	and	and	CCONJ
bracis-19043	21	11	science	science	NOUN
bracis-19043	21	12	-	-	PUNCT
bracis-19043	21	13	fiction	fiction	NOUN
bracis-19043	21	14	,	,	PUNCT
bracis-19043	21	15	a	a	DET
bracis-19043	21	16	song	song	NOUN
bracis-19043	21	17	can	can	AUX
bracis-19043	21	18	be	be	AUX
bracis-19043	21	19	both	both	CCONJ
bracis-19043	21	20	rock	rock	NOUN
bracis-19043	21	21	and	and	CCONJ
bracis-19043	21	22	high	high	ADJ
bracis-19043	21	23	-	-	PUNCT
bracis-19043	21	24	energy	energy	NOUN
bracis-19043	21	25	,	,	PUNCT
bracis-19043	21	26	etc	etc	X
bracis-19043	21	27	.	.	X
bracis-19043	22	1	therefore	therefore	ADV
bracis-19043	22	2	,	,	PUNCT
bracis-19043	22	3	an	an	DET
bracis-19043	22	4	overlapping	overlap	VERB
bracis-19043	22	5	strategy	strategy	NOUN
bracis-19043	22	6	is	be	AUX
bracis-19043	22	7	important	important	ADJ
bracis-19043	22	8	because	because	SCONJ
bracis-19043	22	9	it	it	PRON
bracis-19043	22	10	identifies	identify	VERB
bracis-19043	22	11	intersections	intersection	NOUN
bracis-19043	22	12	between	between	ADP
bracis-19043	22	13	co	co	NOUN
bracis-19043	22	14	-	-	NOUN
bracis-19043	22	15	clusters	cluster	NOUN
bracis-19043	22	16	,	,	PUNCT
bracis-19043	22	17	revealing	reveal	VERB
bracis-19043	22	18	patterns	pattern	NOUN
bracis-19043	22	19	that	that	PRON
bracis-19043	22	20	could	could	AUX
bracis-19043	22	21	be	be	AUX
bracis-19043	22	22	lost	lose	VERB
bracis-19043	22	23	when	when	SCONJ
bracis-19043	22	24	using	use	VERB
bracis-19043	22	25	disjoint	disjoint	NOUN
bracis-19043	22	26	co	co	NOUN
bracis-19043	22	27	-	-	ADJ
bracis-19043	22	28	clustering	clustering	ADJ
bracis-19043	22	29	.	.	PUNCT
bracis-19043	23	1	besides	besides	SCONJ
bracis-19043	23	2	,	,	PUNCT
bracis-19043	23	3	the	the	DET
bracis-19043	23	4	detection	detection	NOUN
bracis-19043	23	5	of	of	ADP
bracis-19043	23	6	overlapping	overlap	VERB
bracis-19043	23	7	co	co	NOUN
bracis-19043	23	8	-	-	NOUN
bracis-19043	23	9	clusters	cluster	NOUN
bracis-19043	23	10	has	have	AUX
bracis-19043	23	11	proven	prove	VERB
bracis-19043	23	12	to	to	PART
bracis-19043	23	13	be	be	AUX
bracis-19043	23	14	challenging	challenge	VERB
bracis-19043	23	15	since	since	SCONJ
bracis-19043	23	16	it	it	PRON
bracis-19043	23	17	is	be	AUX
bracis-19043	23	18	not	not	PART
bracis-19043	23	19	trivial	trivial	ADJ
bracis-19043	23	20	to	to	PART
bracis-19043	23	21	evaluate	evaluate	VERB
bracis-19043	23	22	the	the	DET
bracis-19043	23	23	clustering	clustering	ADJ
bracis-19043	23	24	quality	quality	NOUN
bracis-19043	23	25	 	 	SPACE
bracis-19043	24	1	[	[	X
bracis-19043	24	2	8	8	NUM
bracis-19043	24	3	]	]	PUNCT
bracis-19043	24	4	.	.	PUNCT
bracis-19043	25	1	we	we	PRON
bracis-19043	25	2	notice	notice	VERB
bracis-19043	25	3	that	that	SCONJ
bracis-19043	25	4	most	most	ADJ
bracis-19043	25	5	of	of	ADP
bracis-19043	25	6	the	the	DET
bracis-19043	25	7	overlapping	overlap	VERB
bracis-19043	25	8	co	co	ADJ
bracis-19043	25	9	-	-	ADJ
bracis-19043	25	10	clustering	clustering	ADJ
bracis-19043	25	11	approaches	approach	NOUN
bracis-19043	25	12	proposed	propose	VERB
bracis-19043	25	13	in	in	ADP
bracis-19043	25	14	the	the	DET
bracis-19043	25	15	literature	literature	NOUN
bracis-19043	25	16	have	have	VERB
bracis-19043	25	17	two	two	NUM
bracis-19043	25	18	characteristics	characteristic	NOUN
bracis-19043	25	19	:	:	PUNCT
bracis-19043	25	20	(	(	PUNCT
bracis-19043	25	21	1	1	X
bracis-19043	25	22	)	)	PUNCT
bracis-19043	25	23	they	they	PRON
bracis-19043	25	24	discover	discover	VERB
bracis-19043	25	25	global	global	ADJ
bracis-19043	25	26	clusters	cluster	NOUN
bracis-19043	25	27	,	,	PUNCT
bracis-19043	25	28	and	and	CCONJ
bracis-19043	25	29	(	(	PUNCT
bracis-19043	25	30	2	2	X
bracis-19043	25	31	)	)	PUNCT
bracis-19043	25	32	they	they	PRON
bracis-19043	25	33	tend	tend	VERB
bracis-19043	25	34	to	to	PART
bracis-19043	25	35	fit	fit	VERB
bracis-19043	25	36	a	a	DET
bracis-19043	25	37	specific	specific	ADJ
bracis-19043	25	38	application	application	NOUN
bracis-19043	25	39	.	.	PUNCT
bracis-19043	26	1	examples	example	NOUN
bracis-19043	26	2	can	can	AUX
bracis-19043	26	3	be	be	AUX
bracis-19043	26	4	found	find	VERB
bracis-19043	26	5	in	in	ADP
bracis-19043	26	6	text	text	NOUN
bracis-19043	26	7	mining	mining	NOUN
bracis-19043	26	8	 	 	SPACE
bracis-19043	27	1	[	[	X
bracis-19043	27	2	2	2	NUM
bracis-19043	27	3	]	]	PUNCT
bracis-19043	27	4	,	,	PUNCT
bracis-19043	27	5	bioinformatics	bioinformatics	NOUN
bracis-19043	27	6	 	 	SPACE
bracis-19043	28	1	[	[	X
bracis-19043	28	2	13	13	NUM
bracis-19043	28	3	]	]	PUNCT
bracis-19043	28	4	,	,	PUNCT
bracis-19043	28	5	recommendation	recommendation	NOUN
bracis-19043	28	6	systems	system	NOUN
bracis-19043	28	7	 	 	SPACE
bracis-19043	29	1	[	[	X
bracis-19043	29	2	15	15	NUM
bracis-19043	29	3	]	]	PUNCT
bracis-19043	29	4	,	,	PUNCT
bracis-19043	29	5	and	and	CCONJ
bracis-19043	29	6	social	social	ADJ
bracis-19043	29	7	network	network	NOUN
bracis-19043	29	8	analysis	analysis	NOUN
bracis-19043	29	9	 	 	SPACE
bracis-19043	30	1	[	[	X
bracis-19043	30	2	18	18	NUM
bracis-19043	30	3	]	]	PUNCT
bracis-19043	30	4	,	,	PUNCT
bracis-19043	30	5	to	to	PART
bracis-19043	30	6	name	name	VERB
bracis-19043	30	7	a	a	DET
bracis-19043	30	8	few	few	ADJ
bracis-19043	30	9	.	.	PUNCT
bracis-19043	31	1	in	in	ADP
bracis-19043	31	2	contrast	contrast	NOUN
bracis-19043	31	3	,	,	PUNCT
bracis-19043	31	4	the	the	DET
bracis-19043	31	5	works	work	NOUN
bracis-19043	31	6	of	of	ADP
bracis-19043	31	7	fu	fu	PROPN
bracis-19043	31	8	et	et	PROPN
bracis-19043	31	9	al	al	PROPN
bracis-19043	31	10	.	.	PUNCT
bracis-19043	31	11	 	 	SPACE
bracis-19043	32	1	[	[	X
bracis-19043	32	2	4	4	NUM
bracis-19043	32	3	]	]	PUNCT
bracis-19043	32	4	,	,	PUNCT
bracis-19043	32	5	li	li	PROPN
bracis-19043	32	6	 	 	SPACE
bracis-19043	32	7	[	[	X
bracis-19043	32	8	7	7	NUM
bracis-19043	32	9	]	]	PUNCT
bracis-19043	32	10	,	,	PUNCT
bracis-19043	32	11	whang	whang	PROPN
bracis-19043	32	12	et	et	PROPN
bracis-19043	32	13	al	al	PROPN
bracis-19043	32	14	.	.	PUNCT
bracis-19043	32	15	 	 	SPACE
bracis-19043	33	1	[	[	X
bracis-19043	33	2	16	16	NUM
bracis-19043	33	3	]	]	PUNCT
bracis-19043	33	4	,	,	PUNCT
bracis-19043	33	5	and	and	CCONJ
bracis-19043	33	6	zhu	zhu	PROPN
bracis-19043	33	7	et	et	PROPN
bracis-19043	33	8	al	al	PROPN
bracis-19043	33	9	.	.	PUNCT
bracis-19043	33	10	 	 	SPACE
bracis-19043	34	1	[	[	X
bracis-19043	34	2	19	19	NUM
bracis-19043	34	3	]	]	PUNCT
bracis-19043	34	4	,	,	PUNCT
bracis-19043	34	5	not	not	PART
bracis-19043	34	6	only	only	ADV
bracis-19043	34	7	focus	focus	VERB
bracis-19043	34	8	on	on	ADP
bracis-19043	34	9	global	global	ADJ
bracis-19043	34	10	clusters	cluster	NOUN
bracis-19043	34	11	on	on	ADP
bracis-19043	34	12	binary	binary	ADJ
bracis-19043	34	13	datasets	dataset	NOUN
bracis-19043	34	14	,	,	PUNCT
bracis-19043	34	15	but	but	CCONJ
bracis-19043	34	16	they	they	PRON
bracis-19043	34	17	were	be	AUX
bracis-19043	34	18	designed	design	VERB
bracis-19043	34	19	for	for	ADP
bracis-19043	34	20	generic	generic	ADJ
bracis-19043	34	21	purposes	purpose	NOUN
bracis-19043	34	22	.	.	PUNCT
bracis-19043	35	1	the	the	DET
bracis-19043	35	2	limitation	limitation	NOUN
bracis-19043	35	3	of	of	ADP
bracis-19043	35	4	these	these	DET
bracis-19043	35	5	works	work	NOUN
bracis-19043	35	6	is	be	AUX
bracis-19043	35	7	that	that	SCONJ
bracis-19043	35	8	they	they	PRON
bracis-19043	35	9	do	do	AUX
bracis-19043	35	10	not	not	PART
bracis-19043	35	11	detect	detect	VERB
bracis-19043	35	12	local	local	ADJ
bracis-19043	35	13	co	co	NOUN
bracis-19043	35	14	-	-	NOUN
bracis-19043	35	15	clusters	cluster	NOUN
bracis-19043	35	16	,	,	PUNCT
bracis-19043	35	17	i.e.	i.e.	X
bracis-19043	35	18	,	,	PUNCT
bracis-19043	35	19	refined	refined	ADJ
bracis-19043	35	20	groups	group	NOUN
bracis-19043	35	21	formed	form	VERB
bracis-19043	35	22	by	by	ADP
bracis-19043	35	23	objects	object	NOUN
bracis-19043	35	24	and	and	CCONJ
bracis-19043	35	25	attributes	attribute	NOUN
bracis-19043	35	26	that	that	PRON
bracis-19043	35	27	identify	identify	VERB
bracis-19043	35	28	an	an	DET
bracis-19043	35	29	overlap	overlap	NOUN
bracis-19043	35	30	pattern	pattern	NOUN
bracis-19043	35	31	on	on	ADP
bracis-19043	35	32	global	global	ADJ
bracis-19043	35	33	co	co	NOUN
bracis-19043	35	34	-	-	NOUN
bracis-19043	35	35	clusters	cluster	NOUN
bracis-19043	35	36	.	.	PUNCT
bracis-19043	36	1	in	in	ADP
bracis-19043	36	2	this	this	DET
bracis-19043	36	3	paper	paper	NOUN
bracis-19043	36	4	,	,	PUNCT
bracis-19043	36	5	we	we	PRON
bracis-19043	36	6	propose	propose	VERB
bracis-19043	36	7	a	a	DET
bracis-19043	36	8	new	new	ADJ
bracis-19043	36	9	co	co	ADJ
bracis-19043	36	10	-	-	ADJ
bracis-19043	36	11	clustering	clustering	ADJ
bracis-19043	36	12	method	method	NOUN
bracis-19043	36	13	that	that	PRON
bracis-19043	36	14	combines	combine	VERB
bracis-19043	36	15	simplicity	simplicity	NOUN
bracis-19043	36	16	of	of	ADP
bracis-19043	36	17	use	use	NOUN
bracis-19043	36	18	with	with	ADP
bracis-19043	36	19	the	the	DET
bracis-19043	36	20	capacity	capacity	NOUN
bracis-19043	36	21	to	to	PART
bracis-19043	36	22	extract	extract	VERB
bracis-19043	36	23	overlapping	overlap	VERB
bracis-19043	36	24	global	global	ADJ
bracis-19043	36	25	and	and	CCONJ
bracis-19043	36	26	local	local	ADJ
bracis-19043	36	27	co	co	NOUN
bracis-19043	36	28	-	-	NOUN
bracis-19043	36	29	clusters	cluster	NOUN
bracis-19043	36	30	.	.	PUNCT
bracis-19043	37	1	this	this	DET
bracis-19043	37	2	method	method	NOUN
bracis-19043	37	3	is	be	AUX
bracis-19043	37	4	named	name	VERB
bracis-19043	37	5	overlapped	overlapped	ADJ
bracis-19043	37	6	co	co	ADJ
bracis-19043	37	7	-	-	ADJ
bracis-19043	37	8	clustering	clustering	ADJ
bracis-19043	37	9	(	(	PUNCT
bracis-19043	37	10	ococlus	ococlus	ADJ
bracis-19043	37	11	)	)	PUNCT
bracis-19043	37	12	and	and	CCONJ
bracis-19043	37	13	it	it	PRON
bracis-19043	37	14	is	be	AUX
bracis-19043	37	15	based	base	VERB
bracis-19043	37	16	on	on	ADP
bracis-19043	37	17	the	the	DET
bracis-19043	37	18	co	co	NOUN
bracis-19043	37	19	-	-	NOUN
bracis-19043	37	20	occurrence	occurrence	NOUN
bracis-19043	37	21	of	of	ADP
bracis-19043	37	22	attributes	attribute	NOUN
bracis-19043	37	23	and	and	CCONJ
bracis-19043	37	24	objects	object	NOUN
bracis-19043	37	25	.	.	PUNCT
bracis-19043	38	1	the	the	DET
bracis-19043	38	2	main	main	ADJ
bracis-19043	38	3	novelty	novelty	NOUN
bracis-19043	38	4	of	of	ADP
bracis-19043	38	5	this	this	DET
bracis-19043	38	6	method	method	NOUN
bracis-19043	38	7	is	be	AUX
bracis-19043	38	8	that	that	SCONJ
bracis-19043	38	9	,	,	PUNCT
bracis-19043	38	10	unlike	unlike	ADP
bracis-19043	38	11	the	the	DET
bracis-19043	38	12	traditional	traditional	ADJ
bracis-19043	38	13	overlapped	overlapped	ADJ
bracis-19043	38	14	co	co	NOUN
bracis-19043	38	15	-	-	NOUN
bracis-19043	38	16	clustering	clustering	ADJ
bracis-19043	38	17	,	,	PUNCT
bracis-19043	38	18	it	it	PRON
bracis-19043	38	19	is	be	AUX
bracis-19043	38	20	able	able	ADJ
bracis-19043	38	21	to	to	PART
bracis-19043	38	22	infer	infer	VERB
bracis-19043	38	23	a	a	DET
bracis-19043	38	24	new	new	ADJ
bracis-19043	38	25	type	type	NOUN
bracis-19043	38	26	of	of	ADP
bracis-19043	38	27	patterns	pattern	NOUN
bracis-19043	38	28	called	call	VERB
bracis-19043	38	29	local	local	ADJ
bracis-19043	38	30	co	co	NOUN
bracis-19043	38	31	-	-	NOUN
bracis-19043	38	32	clusters	cluster	NOUN
bracis-19043	38	33	.	.	PUNCT
bracis-19043	39	1	furthermore	furthermore	ADV
bracis-19043	39	2	,	,	PUNCT
bracis-19043	39	3	ococlus	ococlus	ADJ
bracis-19043	39	4	is	be	AUX
bracis-19043	39	5	driven	drive	VERB
bracis-19043	39	6	by	by	ADP
bracis-19043	39	7	an	an	DET
bracis-19043	39	8	objective	objective	ADJ
bracis-19043	39	9	cost	cost	NOUN
bracis-19043	39	10	function	function	NOUN
bracis-19043	39	11	that	that	PRON
bracis-19043	39	12	does	do	AUX
bracis-19043	39	13	not	not	PART
bracis-19043	39	14	require	require	VERB
bracis-19043	39	15	the	the	DET
bracis-19043	39	16	user	user	NOUN
bracis-19043	39	17	-	-	PUNCT
bracis-19043	39	18	defined	define	VERB
bracis-19043	39	19	parameter	parameter	NOUN
bracis-19043	39	20	of	of	ADP
bracis-19043	39	21	the	the	DET
bracis-19043	39	22	number	number	NOUN
bracis-19043	39	23	of	of	ADP
bracis-19043	39	24	co	co	NOUN
bracis-19043	39	25	-	-	NOUN
bracis-19043	39	26	clusters	cluster	NOUN
bracis-19043	39	27	.	.	PUNCT
bracis-19043	40	1	in	in	ADP
bracis-19043	40	2	summary	summary	NOUN
bracis-19043	40	3	,	,	PUNCT
bracis-19043	40	4	we	we	PRON
bracis-19043	40	5	make	make	VERB
bracis-19043	40	6	the	the	DET
bracis-19043	40	7	following	follow	VERB
bracis-19043	40	8	contributions	contribution	NOUN
bracis-19043	40	9	:	:	PUNCT
bracis-19043	40	10	(	(	PUNCT
bracis-19043	40	11	i	i	NOUN
bracis-19043	40	12	)	)	PUNCT
bracis-19043	40	13	propose	propose	VERB
bracis-19043	40	14	an	an	DET
bracis-19043	40	15	incremental	incremental	ADJ
bracis-19043	40	16	co	co	ADJ
bracis-19043	40	17	-	-	ADJ
bracis-19043	40	18	clustering	clustering	ADJ
bracis-19043	40	19	approach	approach	NOUN
bracis-19043	40	20	that	that	PRON
bracis-19043	40	21	is	be	AUX
bracis-19043	40	22	application	application	NOUN
bracis-19043	40	23	-	-	PUNCT
bracis-19043	40	24	independent	independent	ADJ
bracis-19043	40	25	and	and	CCONJ
bracis-19043	40	26	an	an	DET
bracis-19043	40	27	algorithm	algorithm	NOUN
bracis-19043	40	28	that	that	PRON
bracis-19043	40	29	can	can	AUX
bracis-19043	40	30	find	find	VERB
bracis-19043	40	31	both	both	DET
bracis-19043	40	32	overlapped	overlapped	ADJ
bracis-19043	40	33	and	and	CCONJ
bracis-19043	40	34	non	non	ADJ
bracis-19043	40	35	-	-	ADJ
bracis-19043	40	36	overlapped	overlapped	ADJ
bracis-19043	40	37	global	global	ADJ
bracis-19043	40	38	and	and	CCONJ
bracis-19043	40	39	local	local	ADJ
bracis-19043	40	40	co	co	NOUN
bracis-19043	40	41	-	-	NOUN
bracis-19043	40	42	clusters	cluster	NOUN
bracis-19043	40	43	;	;	PUNCT
bracis-19043	40	44	(	(	PUNCT
bracis-19043	40	45	ii	ii	NOUN
bracis-19043	40	46	)	)	PUNCT
bracis-19043	40	47	use	use	VERB
bracis-19043	40	48	a	a	DET
bracis-19043	40	49	cost	cost	NOUN
bracis-19043	40	50	function	function	NOUN
bracis-19043	40	51	that	that	PRON
bracis-19043	40	52	,	,	PUNCT
bracis-19043	40	53	finds	find	VERB
bracis-19043	40	54	the	the	DET
bracis-19043	40	55	number	number	NOUN
bracis-19043	40	56	of	of	ADP
bracis-19043	40	57	co	co	NOUN
bracis-19043	40	58	-	-	NOUN
bracis-19043	40	59	clusters	cluster	NOUN
bracis-19043	40	60	automatically	automatically	ADV
bracis-19043	40	61	,	,	PUNCT
bracis-19043	40	62	that	that	PRON
bracis-19043	40	63	ranks	rank	VERB
bracis-19043	40	64	the	the	DET
bracis-19043	40	65	co	co	NOUN
bracis-19043	40	66	-	-	NOUN
bracis-19043	40	67	clusters	cluster	NOUN
bracis-19043	40	68	from	from	ADP
bracis-19043	40	69	the	the	DET
bracis-19043	40	70	most	most	ADV
bracis-19043	40	71	relevant	relevant	ADJ
bracis-19043	40	72	to	to	ADP
bracis-19043	40	73	the	the	DET
bracis-19043	40	74	less	less	ADV
bracis-19043	40	75	relevant	relevant	ADJ
bracis-19043	40	76	,	,	PUNCT
bracis-19043	40	77	and	and	CCONJ
bracis-19043	40	78	that	that	PRON
bracis-19043	40	79	finds	find	VERB
bracis-19043	40	80	overlapped	overlapped	ADJ
bracis-19043	40	81	co	co	NOUN
bracis-19043	40	82	-	-	NOUN
bracis-19043	40	83	clusters	cluster	NOUN
bracis-19043	40	84	.	.	PUNCT
bracis-19043	41	1	the	the	DET
bracis-19043	41	2	remainder	remainder	NOUN
bracis-19043	41	3	of	of	ADP
bracis-19043	41	4	this	this	DET
bracis-19043	41	5	work	work	NOUN
bracis-19043	41	6	is	be	AUX
bracis-19043	41	7	organized	organize	VERB
bracis-19043	41	8	as	as	SCONJ
bracis-19043	41	9	follows	follow	VERB
bracis-19043	41	10	.	.	PUNCT
bracis-19043	42	1	the	the	DET
bracis-19043	42	2	basic	basic	ADJ
bracis-19043	42	3	concepts	concept	NOUN
bracis-19043	42	4	definition	definition	NOUN
bracis-19043	42	5	of	of	ADP
bracis-19043	42	6	our	our	PRON
bracis-19043	42	7	work	work	NOUN
bracis-19043	42	8	are	be	AUX
bracis-19043	42	9	presented	present	VERB
bracis-19043	42	10	in	in	ADP
bracis-19043	42	11	sect	sect	NOUN
bracis-19043	42	12	.	.	PUNCT
bracis-19043	42	13	 	 	SPACE
bracis-19043	43	1	2	2	NUM
bracis-19043	43	2	.	.	PUNCT
bracis-19043	43	3	section	section	NOUN
bracis-19043	43	4	 	 	SPACE
bracis-19043	43	5	3	3	NUM
bracis-19043	43	6	presents	present	VERB
bracis-19043	43	7	the	the	DET
bracis-19043	43	8	works	work	NOUN
bracis-19043	43	9	that	that	PRON
bracis-19043	43	10	are	be	AUX
bracis-19043	43	11	related	relate	VERB
bracis-19043	43	12	to	to	ADP
bracis-19043	43	13	our	our	PRON
bracis-19043	43	14	proposal	proposal	NOUN
bracis-19043	43	15	.	.	PUNCT
bracis-19043	44	1	section	section	NOUN
bracis-19043	44	2	 	 	SPACE
bracis-19043	44	3	4	4	NUM
bracis-19043	44	4	presents	present	VERB
bracis-19043	44	5	the	the	DET
bracis-19043	44	6	details	detail	NOUN
bracis-19043	44	7	of	of	ADP
bracis-19043	44	8	our	our	PRON
bracis-19043	44	9	method	method	NOUN
bracis-19043	44	10	.	.	PUNCT
bracis-19043	45	1	section	section	NOUN
bracis-19043	45	2	 	 	SPACE
bracis-19043	45	3	5	5	NUM
bracis-19043	45	4	presents	present	VERB
bracis-19043	45	5	the	the	DET
bracis-19043	45	6	evaluation	evaluation	NOUN
bracis-19043	45	7	of	of	ADP
bracis-19043	45	8	the	the	DET
bracis-19043	45	9	method	method	NOUN
bracis-19043	45	10	with	with	ADP
bracis-19043	45	11	synthetic	synthetic	ADJ
bracis-19043	45	12	and	and	CCONJ
bracis-19043	45	13	real	real	ADJ
bracis-19043	45	14	data	datum	NOUN
bracis-19043	45	15	.	.	PUNCT
bracis-19043	46	1	finally	finally	ADV
bracis-19043	46	2	,	,	PUNCT
bracis-19043	46	3	the	the	DET
bracis-19043	46	4	conclusion	conclusion	NOUN
bracis-19043	46	5	and	and	CCONJ
bracis-19043	46	6	further	further	ADJ
bracis-19043	46	7	research	research	NOUN
bracis-19043	46	8	directions	direction	NOUN
bracis-19043	46	9	of	of	ADP
bracis-19043	46	10	our	our	PRON
bracis-19043	46	11	work	work	NOUN
bracis-19043	46	12	are	be	AUX
bracis-19043	46	13	presented	present	VERB
bracis-19043	46	14	in	in	ADP
bracis-19043	46	15	sect	sect	NOUN
bracis-19043	46	16	.	.	PUNCT
bracis-19043	46	17	 	 	SPACE
bracis-19043	47	1	6	6	NUM
bracis-19043	47	2	.	.	SYM
bracis-19043	47	3	2	2	NUM
bracis-19043	47	4	basic	basic	ADJ
bracis-19043	47	5	concepts	concept	NOUN
bracis-19043	47	6	in	in	ADP
bracis-19043	47	7	this	this	DET
bracis-19043	47	8	section	section	NOUN
bracis-19043	47	9	we	we	PRON
bracis-19043	47	10	present	present	VERB
bracis-19043	47	11	the	the	DET
bracis-19043	47	12	basic	basic	ADJ
bracis-19043	47	13	concepts	concept	NOUN
bracis-19043	47	14	to	to	PART
bracis-19043	47	15	guide	guide	VERB
bracis-19043	47	16	the	the	DET
bracis-19043	47	17	reader	reader	NOUN
bracis-19043	47	18	throughout	throughout	ADP
bracis-19043	47	19	this	this	DET
bracis-19043	47	20	paper	paper	NOUN
bracis-19043	47	21	.	.	PUNCT
bracis-19043	48	1	let	let	VERB
bracis-19043	48	2	d	d	PRON
bracis-19043	48	3	be	be	AUX
bracis-19043	48	4	a	a	DET
bracis-19043	48	5	binary	binary	ADJ
bracis-19043	48	6	matrix	matrix	NOUN
bracis-19043	48	7	with	with	ADP
bracis-19043	48	8	n	n	NOUN
bracis-19043	48	9	rows	row	NOUN
bracis-19043	48	10	(	(	PUNCT
bracis-19043	48	11	objects	object	NOUN
bracis-19043	48	12	)	)	PUNCT
bracis-19043	48	13	and	and	CCONJ
bracis-19043	48	14	m	m	PROPN
bracis-19043	48	15	columns	column	NOUN
bracis-19043	48	16	(	(	PUNCT
bracis-19043	48	17	attributes	attribute	NOUN
bracis-19043	48	18	)	)	PUNCT
bracis-19043	48	19	.	.	PUNCT
bracis-19043	49	1	the	the	DET
bracis-19043	49	2	element	element	NOUN
bracis-19043	49	3	\(d_{ij}\	\(d_{ij}\	NOUN
bracis-19043	49	4	)	)	PUNCT
bracis-19043	49	5	of	of	ADP
bracis-19043	49	6	d	d	PROPN
bracis-19043	49	7	,	,	PUNCT
bracis-19043	49	8	where	where	SCONJ
bracis-19043	49	9	i	i	PRON
bracis-19043	49	10	and	and	CCONJ
bracis-19043	49	11	j	j	PROPN
bracis-19043	49	12	are	be	AUX
bracis-19043	49	13	integers	integer	NOUN
bracis-19043	49	14	that	that	SCONJ
bracis-19043	49	15	\(1\le	\(1\le	PROPN
bracis-19043	49	16	i	i	PRON
bracis-19043	49	17	\le	\le	PROPN
bracis-19043	49	18	n\	n\	NOUN
bracis-19043	49	19	)	)	PUNCT
bracis-19043	49	20	and	and	CCONJ
bracis-19043	49	21	\(1\le	\(1\le	PROPN
bracis-19043	49	22	j	j	PROPN
bracis-19043	49	23	\le	\le	PROPN
bracis-19043	49	24	m\	m\	NOUN
bracis-19043	49	25	)	)	PUNCT
bracis-19043	49	26	,	,	PUNCT
bracis-19043	49	27	is	be	AUX
bracis-19043	49	28	equal	equal	ADJ
bracis-19043	49	29	to	to	ADP
bracis-19043	49	30	1	1	NUM
bracis-19043	49	31	if	if	SCONJ
bracis-19043	49	32	the	the	DET
bracis-19043	49	33	j	j	PROPN
bracis-19043	49	34	-	-	PUNCT
bracis-19043	49	35	th	th	VERB
bracis-19043	49	36	attribute	attribute	NOUN
bracis-19043	49	37	occurs	occur	VERB
bracis-19043	49	38	in	in	ADP
bracis-19043	49	39	the	the	DET
bracis-19043	49	40	i	i	PROPN
bracis-19043	49	41	-	-	PUNCT
bracis-19043	49	42	th	th	X
bracis-19043	49	43	object	object	NOUN
bracis-19043	49	44	(	(	PUNCT
bracis-19043	49	45	true	true	ADJ
bracis-19043	49	46	element	element	NOUN
bracis-19043	49	47	)	)	PUNCT
bracis-19043	49	48	;	;	PUNCT
bracis-19043	49	49	otherwise	otherwise	ADV
bracis-19043	49	50	,	,	PUNCT
bracis-19043	49	51	it	it	PRON
bracis-19043	49	52	is	be	AUX
bracis-19043	49	53	0	0	NUM
bracis-19043	49	54	.	.	PUNCT
bracis-19043	50	1	co	co	VERB
bracis-19043	50	2	-	-	ADJ
bracis-19043	50	3	clustering	clustering	ADJ
bracis-19043	50	4	is	be	AUX
bracis-19043	50	5	the	the	DET
bracis-19043	50	6	grouping	group	VERB
bracis-19043	50	7	task	task	NOUN
bracis-19043	50	8	of	of	ADP
bracis-19043	50	9	finding	find	VERB
bracis-19043	50	10	k	k	PROPN
bracis-19043	50	11	(	(	PUNCT
bracis-19043	50	12	global	global	ADJ
bracis-19043	50	13	)	)	PUNCT
bracis-19043	50	14	co	co	NOUN
bracis-19043	50	15	-	-	NOUN
bracis-19043	50	16	clusters	cluster	NOUN
bracis-19043	50	17	in	in	ADP
bracis-19043	50	18	d	d	PROPN
bracis-19043	50	19	where	where	SCONJ
bracis-19043	50	20	each	each	DET
bracis-19043	50	21	co	co	NOUN
bracis-19043	50	22	-	-	NOUN
bracis-19043	50	23	cluster	cluster	NOUN
bracis-19043	50	24	is	be	AUX
bracis-19043	50	25	formed	form	VERB
bracis-19043	50	26	by	by	ADP
bracis-19043	50	27	a	a	DET
bracis-19043	50	28	subset	subset	NOUN
bracis-19043	50	29	of	of	ADP
bracis-19043	50	30	objects	object	NOUN
bracis-19043	50	31	and	and	CCONJ
bracis-19043	50	32	attributes	attribute	VERB
bracis-19043	50	33	 	 	SPACE
bracis-19043	50	34	[	[	PUNCT
bracis-19043	50	35	11	11	NUM
bracis-19043	50	36	]	]	PUNCT
bracis-19043	50	37	.	.	PUNCT
bracis-19043	51	1	the	the	DET
bracis-19043	51	2	subset	subset	NOUN
bracis-19043	51	3	of	of	ADP
bracis-19043	51	4	objects	object	NOUN
bracis-19043	51	5	i	i	PRON
bracis-19043	51	6	can	can	AUX
bracis-19043	51	7	be	be	AUX
bracis-19043	51	8	represented	represent	VERB
bracis-19043	51	9	as	as	ADP
bracis-19043	51	10	a	a	DET
bracis-19043	51	11	binary	binary	ADJ
bracis-19043	51	12	vector	vector	NOUN
bracis-19043	51	13	of	of	ADP
bracis-19043	51	14	length	length	NOUN
bracis-19043	51	15	n	n	CCONJ
bracis-19043	51	16	,	,	PUNCT
bracis-19043	51	17	where	where	SCONJ
bracis-19043	51	18	\(i_{i	\(i_{i	NOUN
bracis-19043	51	19	}	}	PUNCT
bracis-19043	51	20	=	=	SYM
bracis-19043	51	21	1\	1\	NUM
bracis-19043	51	22	)	)	PUNCT
bracis-19043	51	23	indicates	indicate	VERB
bracis-19043	51	24	that	that	SCONJ
bracis-19043	51	25	the	the	DET
bracis-19043	51	26	i	i	PROPN
bracis-19043	51	27	-	-	PUNCT
bracis-19043	51	28	th	th	VERB
bracis-19043	51	29	object	object	NOUN
bracis-19043	51	30	is	be	AUX
bracis-19043	51	31	present	present	ADJ
bracis-19043	51	32	in	in	ADP
bracis-19043	51	33	i.	i.	PROPN
bracis-19043	51	34	similar	similar	ADJ
bracis-19043	51	35	to	to	ADP
bracis-19043	51	36	that	that	PRON
bracis-19043	51	37	,	,	PUNCT
bracis-19043	51	38	a	a	DET
bracis-19043	51	39	subset	subset	NOUN
bracis-19043	51	40	of	of	ADP
bracis-19043	51	41	attributes	attribute	NOUN
bracis-19043	51	42	j	j	PROPN
bracis-19043	51	43	with	with	ADP
bracis-19043	51	44	\(j_{j	\(j_{j	NOUN
bracis-19043	51	45	}	}	PUNCT
bracis-19043	51	46	=	=	SYM
bracis-19043	51	47	1\	1\	NUM
bracis-19043	51	48	)	)	PUNCT
bracis-19043	51	49	indicates	indicate	VERB
bracis-19043	51	50	that	that	SCONJ
bracis-19043	51	51	the	the	DET
bracis-19043	51	52	j	j	PROPN
bracis-19043	51	53	-	-	PUNCT
bracis-19043	51	54	attribute	attribute	NOUN
bracis-19043	51	55	is	be	AUX
bracis-19043	51	56	present	present	ADJ
bracis-19043	51	57	in	in	ADP
bracis-19043	51	58	j	j	PROPN
bracis-19043	51	59	with	with	ADP
bracis-19043	51	60	length	length	NOUN
bracis-19043	51	61	m.	m.	NOUN
bracis-19043	51	62	more	more	ADV
bracis-19043	51	63	formally	formally	ADV
bracis-19043	51	64	,	,	PUNCT
bracis-19043	51	65	a	a	DET
bracis-19043	51	66	co	co	NOUN
bracis-19043	51	67	-	-	NOUN
bracis-19043	51	68	cluster	cluster	NOUN
bracis-19043	51	69	can	can	AUX
bracis-19043	51	70	be	be	AUX
bracis-19043	51	71	defined	define	VERB
bracis-19043	51	72	as	as	SCONJ
bracis-19043	51	73	follows	follow	VERB
bracis-19043	51	74	:	:	PUNCT
bracis-19043	51	75	definition	definition	NOUN
bracis-19043	51	76	1	1	NUM
bracis-19043	51	77	co	co	NOUN
bracis-19043	51	78	-	-	NOUN
bracis-19043	51	79	cluster	cluster	NOUN
bracis-19043	51	80	:	:	PUNCT
bracis-19043	51	81	let	let	VERB
bracis-19043	51	82	d	d	PRON
bracis-19043	51	83	be	be	AUX
bracis-19043	51	84	a	a	DET
bracis-19043	51	85	binary	binary	ADJ
bracis-19043	51	86	matrix	matrix	NOUN
bracis-19043	51	87	,	,	PUNCT
bracis-19043	51	88	i	i	PRON
bracis-19043	51	89	be	be	VERB
bracis-19043	51	90	the	the	DET
bracis-19043	51	91	subset	subset	NOUN
bracis-19043	51	92	of	of	ADP
bracis-19043	51	93	objects	object	NOUN
bracis-19043	51	94	,	,	PUNCT
bracis-19043	51	95	j	j	PROPN
bracis-19043	51	96	be	be	VERB
bracis-19043	51	97	the	the	DET
bracis-19043	51	98	subset	subset	NOUN
bracis-19043	51	99	of	of	ADP
bracis-19043	51	100	attributes	attribute	NOUN
bracis-19043	51	101	;	;	PUNCT
bracis-19043	51	102	a	a	DET
bracis-19043	51	103	co	co	NOUN
bracis-19043	51	104	-	-	NOUN
bracis-19043	51	105	cluster	cluster	ADJ
bracis-19043	51	106	c	c	NOUN
bracis-19043	51	107	is	be	AUX
bracis-19043	51	108	defined	define	VERB
bracis-19043	51	109	as	as	ADP
bracis-19043	51	110	\(c	\(c	NOUN
bracis-19043	51	111	=	=	SYM
bracis-19043	52	1	\langle	\langle	PROPN
bracis-19043	52	2	i	i	PROPN
bracis-19043	52	3	,	,	PUNCT
bracis-19043	52	4	j	j	PROPN
bracis-19043	52	5	\rangle	\rangle	PROPN
bracis-19043	52	6	\	\	PROPN
bracis-19043	52	7	)	)	PUNCT
bracis-19043	52	8	.	.	PUNCT
bracis-19043	53	1	the	the	DET
bracis-19043	53	2	elements	element	NOUN
bracis-19043	53	3	\(c_{ij}\	\(c_{ij}\	NOUN
bracis-19043	53	4	)	)	PUNCT
bracis-19043	53	5	of	of	ADP
bracis-19043	53	6	co	co	NOUN
bracis-19043	53	7	-	-	NOUN
bracis-19043	53	8	cluster	cluster	ADJ
bracis-19043	53	9	c	c	NOUN
bracis-19043	53	10	are	be	AUX
bracis-19043	53	11	formed	form	VERB
bracis-19043	53	12	by	by	ADP
bracis-19043	53	13	the	the	DET
bracis-19043	53	14	outer	outer	ADJ
bracis-19043	53	15	product	product	NOUN
bracis-19043	53	16	of	of	ADP
bracis-19043	53	17	its	its	PRON
bracis-19043	53	18	subsets	subset	NOUN
bracis-19043	53	19	i	i	PRON
bracis-19043	53	20	and	and	CCONJ
bracis-19043	53	21	j	j	PROPN
bracis-19043	53	22	(	(	PUNCT
bracis-19043	53	23	\(c	\(c	PROPN
bracis-19043	53	24	\in	\in	PROPN
bracis-19043	53	25	\{0,1\}^{|i|\times	\{0,1\}^{|i|\time	NOUN
bracis-19043	53	26	|j|}\	|j|}\	ADP
bracis-19043	53	27	)	)	PUNCT
bracis-19043	53	28	)	)	PUNCT
bracis-19043	53	29	.	.	PUNCT
bracis-19043	54	1	thus	thus	ADV
bracis-19043	54	2	,	,	PUNCT
bracis-19043	54	3	a	a	DET
bracis-19043	54	4	co	co	NOUN
bracis-19043	54	5	-	-	NOUN
bracis-19043	54	6	cluster	cluster	NOUN
bracis-19043	54	7	c	c	NOUN
bracis-19043	54	8	can	can	AUX
bracis-19043	54	9	represent	represent	VERB
bracis-19043	54	10	a	a	DET
bracis-19043	54	11	submatrix	submatrix	NOUN
bracis-19043	54	12	of	of	ADP
bracis-19043	54	13	d.	d.	PROPN
bracis-19043	54	14	such	such	ADJ
bracis-19043	54	15	(	(	PUNCT
bracis-19043	54	16	global	global	ADJ
bracis-19043	54	17	)	)	PUNCT
bracis-19043	54	18	co	co	NOUN
bracis-19043	54	19	-	-	NOUN
bracis-19043	54	20	cluster	cluster	NOUN
bracis-19043	54	21	c	c	NOUN
bracis-19043	54	22	can	can	AUX
bracis-19043	54	23	be	be	AUX
bracis-19043	54	24	formed	form	VERB
bracis-19043	54	25	with	with	ADP
bracis-19043	54	26	only	only	ADV
bracis-19043	54	27	the	the	DET
bracis-19043	54	28	true	true	ADJ
bracis-19043	54	29	elements	element	NOUN
bracis-19043	54	30	in	in	ADP
bracis-19043	54	31	d	d	PROPN
bracis-19043	54	32	or	or	CCONJ
bracis-19043	54	33	mixed	mixed	ADJ
bracis-19043	54	34	with	with	ADP
bracis-19043	54	35	true	true	ADJ
bracis-19043	54	36	elements	element	NOUN
bracis-19043	54	37	and	and	CCONJ
bracis-19043	54	38	noise	noise	NOUN
bracis-19043	54	39	elements	element	NOUN
bracis-19043	54	40	(	(	PUNCT
bracis-19043	54	41	\(d_{ij}=0\	\(d_{ij}=0\	NOUN
bracis-19043	54	42	)	)	PUNCT
bracis-19043	54	43	)	)	PUNCT
bracis-19043	54	44	.	.	PUNCT
bracis-19043	55	1	in	in	ADP
bracis-19043	55	2	this	this	DET
bracis-19043	55	3	paper	paper	NOUN
bracis-19043	55	4	,	,	PUNCT
bracis-19043	55	5	the	the	DET
bracis-19043	55	6	terms	term	NOUN
bracis-19043	55	7	global	global	ADJ
bracis-19043	55	8	co	co	NOUN
bracis-19043	55	9	-	-	NOUN
bracis-19043	55	10	cluster	cluster	NOUN
bracis-19043	55	11	and	and	CCONJ
bracis-19043	55	12	co	co	NOUN
bracis-19043	55	13	-	-	NOUN
bracis-19043	55	14	cluster	cluster	NOUN
bracis-19043	55	15	are	be	AUX
bracis-19043	55	16	interchangeably	interchangeably	ADV
bracis-19043	55	17	used	use	VERB
bracis-19043	55	18	.	.	PUNCT
bracis-19043	56	1	the	the	DET
bracis-19043	56	2	co	co	NOUN
bracis-19043	56	3	-	-	NOUN
bracis-19043	56	4	occurrence	occurrence	NOUN
bracis-19043	56	5	between	between	ADP
bracis-19043	56	6	objects	object	NOUN
bracis-19043	56	7	and	and	CCONJ
bracis-19043	56	8	attributes	attribute	NOUN
bracis-19043	56	9	can	can	AUX
bracis-19043	56	10	form	form	VERB
bracis-19043	56	11	a	a	DET
bracis-19043	56	12	co	co	NOUN
bracis-19043	56	13	-	-	NOUN
bracis-19043	56	14	cluster	cluster	NOUN
bracis-19043	56	15	c	c	NOUN
bracis-19043	56	16	which	which	PRON
bracis-19043	56	17	can	can	AUX
bracis-19043	56	18	be	be	AUX
bracis-19043	56	19	simplified	simplify	VERB
bracis-19043	56	20	by	by	ADP
bracis-19043	56	21	searching	search	VERB
bracis-19043	56	22	elements	element	NOUN
bracis-19043	56	23	\(d_{ij}=1\	\(d_{ij}=1\	NOUN
bracis-19043	56	24	)	)	PUNCT
bracis-19043	56	25	in	in	ADP
bracis-19043	56	26	the	the	DET
bracis-19043	56	27	matrix	matrix	NOUN
bracis-19043	56	28	d.	d.	PROPN
bracis-19043	56	29	furthermore	furthermore	ADV
bracis-19043	56	30	,	,	PUNCT
bracis-19043	56	31	it	it	PRON
bracis-19043	56	32	can	can	AUX
bracis-19043	56	33	reduce	reduce	VERB
bracis-19043	56	34	the	the	DET
bracis-19043	56	35	search	search	NOUN
bracis-19043	56	36	space	space	NOUN
bracis-19043	56	37	once	once	SCONJ
bracis-19043	56	38	the	the	DET
bracis-19043	56	39	goal	goal	NOUN
bracis-19043	56	40	is	be	AUX
bracis-19043	56	41	to	to	PART
bracis-19043	56	42	identify	identify	VERB
bracis-19043	56	43	true	true	ADJ
bracis-19043	56	44	co	co	NOUN
bracis-19043	56	45	-	-	NOUN
bracis-19043	56	46	occurrences	occurrence	NOUN
bracis-19043	56	47	.	.	PUNCT
bracis-19043	57	1	inspired	inspire	VERB
bracis-19043	57	2	by	by	ADP
bracis-19043	57	3	 	 	SPACE
bracis-19043	57	4	[	[	X
bracis-19043	57	5	9	9	NUM
bracis-19043	57	6	]	]	PUNCT
bracis-19043	57	7	,	,	PUNCT
bracis-19043	57	8	we	we	PRON
bracis-19043	57	9	adapted	adapt	VERB
bracis-19043	57	10	four	four	NUM
bracis-19043	57	11	concepts	concept	NOUN
bracis-19043	57	12	for	for	ADP
bracis-19043	57	13	co	co	ADJ
bracis-19043	57	14	-	-	ADJ
bracis-19043	57	15	clustering	clustering	ADJ
bracis-19043	57	16	problem	problem	NOUN
bracis-19043	57	17	:	:	PUNCT
bracis-19043	57	18	cost	cost	NOUN
bracis-19043	57	19	function	function	NOUN
bracis-19043	57	20	\(\mathcal	\(\mathcal	ADJ
bracis-19043	57	21	{	{	PUNCT
bracis-19043	57	22	f}_{p}\	f}_{p}\	NOUN
bracis-19043	57	23	)	)	PUNCT
bracis-19043	57	24	,	,	PUNCT
bracis-19043	57	25	pure	pure	ADJ
bracis-19043	57	26	co	co	NOUN
bracis-19043	57	27	-	-	ADJ
bracis-19043	57	28	cluster	cluster	ADJ
bracis-19043	57	29	pc	pc	NOUN
bracis-19043	57	30	,	,	PUNCT
bracis-19043	57	31	noise	noise	NOUN
bracis-19043	57	32	thresholds	threshold	NOUN
bracis-19043	57	33	\(\epsilon	\(\epsilon	NOUN
bracis-19043	57	34	_	_	X
bracis-19043	57	35	{	{	PUNCT
bracis-19043	57	36	i}\	i}\	NUM
bracis-19043	57	37	)	)	PUNCT
bracis-19043	57	38	and	and	CCONJ
bracis-19043	57	39	\(\epsilon	\(\epsilon	NOUN
bracis-19043	57	40	_	_	PRON
bracis-19043	57	41	{	{	PUNCT
bracis-19043	57	42	j}\	j}\	PROPN
bracis-19043	57	43	)	)	PUNCT
bracis-19043	57	44	,	,	PUNCT
bracis-19043	57	45	and	and	CCONJ
bracis-19043	57	46	expanded	expand	VERB
bracis-19043	57	47	pure	pure	ADJ
bracis-19043	57	48	co	co	NOUN
bracis-19043	57	49	-	-	NOUN
bracis-19043	57	50	cluster	cluster	ADJ
bracis-19043	57	51	ec	ec	PROPN
bracis-19043	57	52	.	.	PUNCT
bracis-19043	58	1	the	the	DET
bracis-19043	58	2	cost	cost	NOUN
bracis-19043	58	3	function	function	NOUN
bracis-19043	58	4	\(\mathcal	\(\mathcal	ADJ
bracis-19043	58	5	{	{	PUNCT
bracis-19043	58	6	f}_{p}\	f}_{p}\	NOUN
bracis-19043	58	7	)	)	PUNCT
bracis-19043	58	8	can	can	AUX
bracis-19043	58	9	be	be	AUX
bracis-19043	58	10	used	use	VERB
bracis-19043	58	11	to	to	PART
bracis-19043	58	12	evaluate	evaluate	VERB
bracis-19043	58	13	the	the	DET
bracis-19043	58	14	process	process	NOUN
bracis-19043	58	15	of	of	ADP
bracis-19043	58	16	forming	form	VERB
bracis-19043	58	17	a	a	DET
bracis-19043	58	18	co	co	NOUN
bracis-19043	58	19	-	-	NOUN
bracis-19043	58	20	cluster	cluster	NOUN
bracis-19043	58	21	.	.	PUNCT
bracis-19043	59	1	more	more	ADV
bracis-19043	59	2	formally	formally	ADV
bracis-19043	59	3	,	,	PUNCT
bracis-19043	59	4	we	we	PRON
bracis-19043	59	5	can	can	AUX
bracis-19043	59	6	define	define	VERB
bracis-19043	59	7	the	the	DET
bracis-19043	59	8	cost	cost	NOUN
bracis-19043	59	9	function	function	NOUN
bracis-19043	59	10	\(\mathcal	\(\mathcal	ADJ
bracis-19043	59	11	{	{	PUNCT
bracis-19043	59	12	f}_{p}\	f}_{p}\	NOUN
bracis-19043	59	13	)	)	PUNCT
bracis-19043	59	14	as	as	SCONJ
bracis-19043	59	15	follows	follow	VERB
bracis-19043	59	16	:	:	PUNCT
bracis-19043	59	17	definition	definition	NOUN
bracis-19043	59	18	2	2	NUM
bracis-19043	59	19	cost	cost	NOUN
bracis-19043	59	20	function	function	NOUN
bracis-19043	59	21	:	:	PUNCT
bracis-19043	59	22	let	let	VERB
bracis-19043	59	23	\(c^{*}\	\(c^{*}\	VERB
bracis-19043	59	24	)	)	PUNCT
bracis-19043	59	25	be	be	AUX
bracis-19043	59	26	a	a	DET
bracis-19043	59	27	co	co	NOUN
bracis-19043	59	28	-	-	NOUN
bracis-19043	59	29	cluster	cluster	NOUN
bracis-19043	59	30	,	,	PUNCT
bracis-19043	59	31	\(\prod	\(\prod	X
bracis-19043	59	32	\	\	NOUN
bracis-19043	59	33	)	)	PUNCT
bracis-19043	59	34	be	be	AUX
bracis-19043	59	35	a	a	DET
bracis-19043	59	36	set	set	NOUN
bracis-19043	59	37	of	of	ADP
bracis-19043	59	38	global	global	ADJ
bracis-19043	59	39	co	co	NOUN
bracis-19043	59	40	-	-	NOUN
bracis-19043	59	41	clusters	cluster	NOUN
bracis-19043	59	42	,	,	PUNCT
bracis-19043	59	43	d	d	X
bracis-19043	59	44	be	be	AUX
bracis-19043	59	45	an	an	DET
bracis-19043	59	46	input	input	NOUN
bracis-19043	59	47	matrix	matrix	NOUN
bracis-19043	59	48	,	,	PUNCT
bracis-19043	59	49	\(\rho	\(\rho	NOUN
bracis-19043	59	50	\	\	NOUN
bracis-19043	59	51	)	)	PUNCT
bracis-19043	59	52	be	be	AUX
bracis-19043	59	53	a	a	DET
bracis-19043	59	54	weight	weight	NOUN
bracis-19043	59	55	of	of	ADP
bracis-19043	59	56	importance	importance	NOUN
bracis-19043	59	57	for	for	ADP
bracis-19043	59	58	the	the	DET
bracis-19043	59	59	co	co	NOUN
bracis-19043	59	60	-	-	NOUN
bracis-19043	59	61	clusters	cluster	NOUN
bracis-19043	59	62	cost	cost	NOUN
bracis-19043	59	63	,	,	PUNCT
bracis-19043	59	64	\(\mathcal	\(\mathcal	ADJ
bracis-19043	59	65	{	{	PUNCT
bracis-19043	59	66	n}\	n}\	NOUN
bracis-19043	59	67	)	)	PUNCT
bracis-19043	59	68	be	be	AUX
bracis-19043	59	69	a	a	DET
bracis-19043	59	70	noise	noise	NOUN
bracis-19043	59	71	matrix	matrix	NOUN
bracis-19043	59	72	,	,	PUNCT
bracis-19043	59	73	\(\gamma	\(\gamma	X
bracis-19043	59	74	\	\	ADJ
bracis-19043	59	75	)	)	PUNCT
bracis-19043	59	76	\(_c{^{*}}\	\(_c{^{*}}\	NOUN
bracis-19043	59	77	)	)	PUNCT
bracis-19043	59	78	and	and	CCONJ
bracis-19043	59	79	\(\gamma	\(\gamma	VERB
bracis-19043	59	80	\	\	ADJ
bracis-19043	59	81	)	)	PUNCT
bracis-19043	59	82	\(_\mathcal	\(_\mathcal	ADJ
bracis-19043	59	83	{	{	PUNCT
bracis-19043	59	84	n}\	n}\	NOUN
bracis-19043	59	85	)	)	PUNCT
bracis-19043	59	86	be	be	AUX
bracis-19043	59	87	user	user	NOUN
bracis-19043	59	88	-	-	PUNCT
bracis-19043	59	89	defined	define	VERB
bracis-19043	59	90	functions	function	NOUN
bracis-19043	59	91	for	for	ADP
bracis-19043	59	92	measuring	measure	VERB
bracis-19043	59	93	the	the	DET
bracis-19043	59	94	costs	cost	NOUN
bracis-19043	59	95	of	of	ADP
bracis-19043	59	96	co	co	NOUN
bracis-19043	59	97	-	-	NOUN
bracis-19043	59	98	clusters	cluster	NOUN
bracis-19043	59	99	and	and	CCONJ
bracis-19043	59	100	noise	noise	NOUN
bracis-19043	59	101	;	;	PUNCT
bracis-19043	59	102	a	a	DET
bracis-19043	59	103	cost	cost	NOUN
bracis-19043	59	104	function	function	NOUN
bracis-19043	59	105	\(\mathcal	\(\mathcal	ADJ
bracis-19043	59	106	{	{	PUNCT
bracis-19043	59	107	f}_{p}\	f}_{p}\	NOUN
bracis-19043	59	108	)	)	PUNCT
bracis-19043	59	109	is	be	AUX
bracis-19043	59	110	defined	define	VERB
bracis-19043	59	111	as	as	ADP
bracis-19043	59	112	\(\mathcal	\(\mathcal	ADJ
bracis-19043	59	113	{	{	PUNCT
bracis-19043	59	114	f}_{p}(\prod	f}_{p}(\prod	PROPN
bracis-19043	59	115	,	,	PUNCT
bracis-19043	59	116	\mathbf{d	\mathbf{d	NOUN
bracis-19043	59	117	}	}	PUNCT
bracis-19043	59	118	)	)	PUNCT
bracis-19043	60	1	=	=	SYM
bracis-19043	60	2	{	{	PUNCT
bracis-19043	60	3	\rho	\rho	NOUN
bracis-19043	60	4	\times	\time	VERB
bracis-19043	60	5	\sum	\sum	NOUN
bracis-19043	60	6	_	_	PUNCT
bracis-19043	60	7	{	{	PUNCT
bracis-19043	60	8	c^{*}\in	c^{*}\in	PROPN
bracis-19043	60	9	{	{	PUNCT
bracis-19043	60	10	\prod	\prod	PROPN
bracis-19043	60	11	_	_	PROPN
bracis-19043	60	12	{	{	PUNCT
bracis-19043	60	13	}	}	PUNCT
bracis-19043	60	14	}	}	PUNCT
bracis-19043	60	15	}	}	PUNCT
bracis-19043	60	16	}	}	PUNCT
bracis-19043	60	17	\gamma	\gamma	NUM
bracis-19043	60	18	{	{	PUNCT
bracis-19043	60	19	_	_	NOUN
bracis-19043	60	20	c{^{*}}}(c^	c{^{*}}}(c^	NOUN
bracis-19043	60	21	{	{	PUNCT
bracis-19043	60	22	*	*	PUNCT
bracis-19043	60	23	}	}	PUNCT
bracis-19043	60	24	)	)	PUNCT
bracis-19043	61	1	+	+	CCONJ
bracis-19043	62	1	\gamma	\gamma	NUM
bracis-19043	62	2	_	_	PRON
bracis-19043	62	3	{	{	PUNCT
bracis-19043	62	4	\mathcal	\mathcal	ADJ
bracis-19043	62	5	{	{	PUNCT
bracis-19043	62	6	n}}(\mathcal	n}}(\mathcal	ADJ
bracis-19043	62	7	{	{	PUNCT
bracis-19043	62	8	n})\	n})\	NOUN
bracis-19043	62	9	)	)	PUNCT
bracis-19043	62	10	.	.	PUNCT
bracis-19043	63	1	the	the	DET
bracis-19043	63	2	objective	objective	NOUN
bracis-19043	63	3	is	be	AUX
bracis-19043	63	4	to	to	PART
bracis-19043	63	5	minimize	minimize	VERB
bracis-19043	63	6	\(\mathcal	\(\mathcal	ADJ
bracis-19043	63	7	{	{	PUNCT
bracis-19043	63	8	f}_{p}\	f}_{p}\	NOUN
bracis-19043	63	9	)	)	PUNCT
bracis-19043	63	10	regarding	regard	VERB
bracis-19043	63	11	\(\rho	\(\rho	ADJ
bracis-19043	63	12	\	\	NOUN
bracis-19043	63	13	)	)	PUNCT
bracis-19043	63	14	,	,	PUNCT
bracis-19043	63	15	\(\gamma	\(\gamma	X
bracis-19043	63	16	{	{	PUNCT
bracis-19043	63	17	_	_	NOUN
bracis-19043	63	18	c{^{*}}}(c^{*})\	c{^{*}}}(c^{*})\	NOUN
bracis-19043	63	19	)	)	PUNCT
bracis-19043	63	20	and	and	CCONJ
bracis-19043	63	21	\(\gamma	\(\gamma	X
bracis-19043	63	22	_	_	PRON
bracis-19043	63	23	{	{	PUNCT
bracis-19043	63	24	\mathcal	\mathcal	ADJ
bracis-19043	63	25	{	{	PUNCT
bracis-19043	63	26	n}}(\mathcal	n}}(\mathcal	ADJ
bracis-19043	63	27	{	{	PUNCT
bracis-19043	63	28	n})\	n})\	NOUN
bracis-19043	63	29	)	)	PUNCT
bracis-19043	63	30	.	.	PUNCT
bracis-19043	64	1	such	such	ADJ
bracis-19043	64	2	noise	noise	NOUN
bracis-19043	64	3	matrix	matrix	NOUN
bracis-19043	64	4	\(\mathcal	\(\mathcal	ADJ
bracis-19043	64	5	{	{	PUNCT
bracis-19043	64	6	n}\	n}\	NOUN
bracis-19043	64	7	)	)	PUNCT
bracis-19043	64	8	used	use	VERB
bracis-19043	64	9	by	by	ADP
bracis-19043	64	10	[	[	PUNCT
bracis-19043	64	11	9	9	NUM
bracis-19043	64	12	]	]	PUNCT
bracis-19043	64	13	takes	take	VERB
bracis-19043	64	14	into	into	ADP
bracis-19043	64	15	account	account	NOUN
bracis-19043	64	16	the	the	DET
bracis-19043	64	17	false	false	ADJ
bracis-19043	64	18	positives	positive	NOUN
bracis-19043	64	19	,	,	PUNCT
bracis-19043	64	20	false	false	ADJ
bracis-19043	64	21	negatives	negative	NOUN
bracis-19043	64	22	,	,	PUNCT
bracis-19043	64	23	and	and	CCONJ
bracis-19043	64	24	the	the	DET
bracis-19043	64	25	already	already	ADV
bracis-19043	64	26	covered	cover	VERB
bracis-19043	64	27	elements	element	NOUN
bracis-19043	64	28	in	in	ADP
bracis-19043	64	29	d.	d.	NOUN
bracis-19043	64	30	regarding	regard	VERB
bracis-19043	64	31	the	the	DET
bracis-19043	64	32	set	set	NOUN
bracis-19043	64	33	of	of	ADP
bracis-19043	64	34	co	co	NOUN
bracis-19043	64	35	-	-	NOUN
bracis-19043	64	36	clusters	cluster	NOUN
bracis-19043	64	37	\(\prod	\(\prod	SYM
bracis-19043	64	38	\	\	ADJ
bracis-19043	64	39	)	)	PUNCT
bracis-19043	64	40	and	and	CCONJ
bracis-19043	64	41	matrix	matrix	NOUN
bracis-19043	64	42	d	d	NOUN
bracis-19043	64	43	,	,	PUNCT
bracis-19043	64	44	the	the	DET
bracis-19043	64	45	false	false	ADJ
bracis-19043	64	46	positives	positive	NOUN
bracis-19043	64	47	are	be	AUX
bracis-19043	64	48	elements	element	NOUN
bracis-19043	64	49	\(d_{ij}=0\	\(d_{ij}=0\	NOUN
bracis-19043	64	50	)	)	PUNCT
bracis-19043	64	51	covered	cover	VERB
bracis-19043	64	52	by	by	ADP
bracis-19043	64	53	some	some	DET
bracis-19043	64	54	pattern	pattern	NOUN
bracis-19043	64	55	in	in	ADP
bracis-19043	64	56	\(\prod	\(\prod	ADP
bracis-19043	64	57	\	\	NOUN
bracis-19043	64	58	)	)	PUNCT
bracis-19043	64	59	,	,	PUNCT
bracis-19043	64	60	while	while	SCONJ
bracis-19043	64	61	false	false	ADJ
bracis-19043	64	62	negatives	negative	NOUN
bracis-19043	64	63	are	be	AUX
bracis-19043	64	64	elements	element	NOUN
bracis-19043	64	65	\(d_{ij}=1\	\(d_{ij}=1\	VERB
bracis-19043	64	66	)	)	PUNCT
bracis-19043	64	67	not	not	PART
bracis-19043	64	68	covered	cover	VERB
bracis-19043	64	69	by	by	ADP
bracis-19043	64	70	any	any	DET
bracis-19043	64	71	pattern	pattern	NOUN
bracis-19043	64	72	in	in	ADP
bracis-19043	64	73	\(\prod	\(\prod	ADP
bracis-19043	64	74	\	\	NOUN
bracis-19043	64	75	)	)	PUNCT
bracis-19043	64	76	.	.	PUNCT
bracis-19043	65	1	the	the	DET
bracis-19043	65	2	concept	concept	NOUN
bracis-19043	65	3	of	of	ADP
bracis-19043	65	4	pure	pure	ADJ
bracis-19043	65	5	co	co	NOUN
bracis-19043	65	6	-	-	NOUN
bracis-19043	65	7	cluster	cluster	NOUN
bracis-19043	65	8	simplifies	simplifie	NOUN
bracis-19043	65	9	the	the	DET
bracis-19043	65	10	identification	identification	NOUN
bracis-19043	65	11	of	of	ADP
bracis-19043	65	12	a	a	DET
bracis-19043	65	13	global	global	ADJ
bracis-19043	65	14	co	co	NOUN
bracis-19043	65	15	-	-	NOUN
bracis-19043	65	16	cluster	cluster	NOUN
bracis-19043	65	17	,	,	PUNCT
bracis-19043	65	18	which	which	PRON
bracis-19043	65	19	identifies	identify	VERB
bracis-19043	65	20	a	a	DET
bracis-19043	65	21	disjoint	disjoint	ADJ
bracis-19043	65	22	global	global	ADJ
bracis-19043	65	23	co	co	NOUN
bracis-19043	65	24	-	-	NOUN
bracis-19043	65	25	cluster	cluster	NOUN
bracis-19043	65	26	that	that	PRON
bracis-19043	65	27	contains	contain	VERB
bracis-19043	65	28	only	only	ADV
bracis-19043	65	29	true	true	ADJ
bracis-19043	65	30	elements	element	NOUN
bracis-19043	65	31	.	.	PUNCT
bracis-19043	66	1	thus	thus	ADV
bracis-19043	66	2	,	,	PUNCT
bracis-19043	66	3	we	we	PRON
bracis-19043	66	4	can	can	AUX
bracis-19043	66	5	define	define	VERB
bracis-19043	66	6	a	a	DET
bracis-19043	66	7	pure	pure	ADJ
bracis-19043	66	8	co	co	NOUN
bracis-19043	66	9	-	-	ADJ
bracis-19043	66	10	cluster	cluster	ADJ
bracis-19043	66	11	pc	pc	NOUN
bracis-19043	66	12	as	as	SCONJ
bracis-19043	66	13	follows	follow	VERB
bracis-19043	66	14	:	:	PUNCT
bracis-19043	66	15	definition	definition	NOUN
bracis-19043	66	16	3	3	NUM
bracis-19043	66	17	pure	pure	ADJ
bracis-19043	66	18	co	co	NOUN
bracis-19043	66	19	-	-	NOUN
bracis-19043	66	20	cluster	cluster	NOUN
bracis-19043	66	21	:	:	PUNCT
bracis-19043	66	22	let	let	VERB
bracis-19043	66	23	d	d	PRON
bracis-19043	66	24	be	be	AUX
bracis-19043	66	25	a	a	DET
bracis-19043	66	26	binary	binary	ADJ
bracis-19043	66	27	matrix	matrix	NOUN
bracis-19043	66	28	,	,	PUNCT
bracis-19043	66	29	\(d_{ij}\	\(d_{ij}\	NOUN
bracis-19043	66	30	)	)	PUNCT
bracis-19043	66	31	be	be	VERB
bracis-19043	66	32	an	an	DET
bracis-19043	66	33	element	element	NOUN
bracis-19043	66	34	of	of	ADP
bracis-19043	66	35	d	d	PROPN
bracis-19043	66	36	;	;	PUNCT
bracis-19043	66	37	a	a	DET
bracis-19043	66	38	pure	pure	ADJ
bracis-19043	66	39	co	co	NOUN
bracis-19043	66	40	-	-	NOUN
bracis-19043	66	41	cluster	cluster	NOUN
bracis-19043	66	42	\(pc	\(pc	NOUN
bracis-19043	66	43	=	=	PUNCT
bracis-19043	66	44	\langle	\langle	PROPN
bracis-19043	66	45	pc_{j},\	pc_{j},\	PROPN
bracis-19043	66	46	)	)	PUNCT
bracis-19043	66	47	\(pc_{i	\(pc_{i	VERB
bracis-19043	66	48	}	}	PUNCT
bracis-19043	66	49	\rangle	\rangle	PROPN
bracis-19043	66	50	\	\	NOUN
bracis-19043	66	51	)	)	PUNCT
bracis-19043	66	52	is	be	AUX
bracis-19043	66	53	formed	form	VERB
bracis-19043	66	54	by	by	ADP
bracis-19043	66	55	a	a	DET
bracis-19043	66	56	subset	subset	NOUN
bracis-19043	66	57	of	of	ADP
bracis-19043	66	58	objects	object	NOUN
bracis-19043	66	59	\(pc_{i}\	\(pc_{i}\	PROPN
bracis-19043	66	60	)	)	PUNCT
bracis-19043	66	61	and	and	CCONJ
bracis-19043	66	62	a	a	DET
bracis-19043	66	63	subset	subset	NOUN
bracis-19043	66	64	of	of	ADP
bracis-19043	66	65	attributes	attribute	NOUN
bracis-19043	66	66	\(pc_{j}\	\(pc_{j}\	NUM
bracis-19043	66	67	)	)	PUNCT
bracis-19043	66	68	that	that	PRON
bracis-19043	66	69	identifies	identify	VERB
bracis-19043	66	70	only	only	ADV
bracis-19043	66	71	the	the	DET
bracis-19043	66	72	true	true	ADJ
bracis-19043	66	73	elements	element	NOUN
bracis-19043	66	74	.	.	PUNCT
bracis-19043	67	1	thus	thus	ADV
bracis-19043	67	2	,	,	PUNCT
bracis-19043	67	3	pc	pc	NOUN
bracis-19043	67	4	can	can	AUX
bracis-19043	67	5	represent	represent	VERB
bracis-19043	67	6	a	a	DET
bracis-19043	67	7	submatrix	submatrix	NOUN
bracis-19043	67	8	of	of	ADP
bracis-19043	67	9	d	d	NOUN
bracis-19043	67	10	,	,	PUNCT
bracis-19043	67	11	which	which	PRON
bracis-19043	67	12	contains	contain	VERB
bracis-19043	67	13	only	only	ADV
bracis-19043	67	14	the	the	DET
bracis-19043	67	15	true	true	ADJ
bracis-19043	67	16	elements	element	NOUN
bracis-19043	67	17	\(d_{ij}=1\	\(d_{ij}=1\	VERB
bracis-19043	67	18	)	)	PUNCT
bracis-19043	67	19	.	.	PUNCT
bracis-19043	68	1	a	a	DET
bracis-19043	68	2	pure	pure	ADJ
bracis-19043	68	3	co	co	NOUN
bracis-19043	68	4	-	-	ADJ
bracis-19043	68	5	cluster	cluster	ADJ
bracis-19043	68	6	pc	pc	NOUN
bracis-19043	68	7	can	can	AUX
bracis-19043	68	8	be	be	AUX
bracis-19043	68	9	expanded	expand	VERB
bracis-19043	68	10	with	with	ADP
bracis-19043	68	11	noisy	noisy	ADJ
bracis-19043	68	12	objects	object	NOUN
bracis-19043	68	13	and	and	CCONJ
bracis-19043	68	14	attributes	attribute	NOUN
bracis-19043	68	15	.	.	PUNCT
bracis-19043	69	1	we	we	PRON
bracis-19043	69	2	use	use	VERB
bracis-19043	69	3	two	two	NUM
bracis-19043	69	4	thresholds	threshold	NOUN
bracis-19043	69	5	to	to	PART
bracis-19043	69	6	control	control	VERB
bracis-19043	69	7	the	the	DET
bracis-19043	69	8	amount	amount	NOUN
bracis-19043	69	9	of	of	ADP
bracis-19043	69	10	noise	noise	NOUN
bracis-19043	69	11	in	in	ADP
bracis-19043	69	12	a	a	DET
bracis-19043	69	13	co	co	NOUN
bracis-19043	69	14	-	-	NOUN
bracis-19043	69	15	cluster	cluster	NOUN
bracis-19043	69	16	:	:	PUNCT
bracis-19043	69	17	\(\epsilon	\(\epsilon	NOUN
bracis-19043	69	18	_	_	X
bracis-19043	69	19	{	{	PUNCT
bracis-19043	69	20	i}\	i}\	NUM
bracis-19043	69	21	)	)	PUNCT
bracis-19043	69	22	for	for	ADP
bracis-19043	69	23	objects	object	NOUN
bracis-19043	69	24	and	and	CCONJ
bracis-19043	69	25	\(\epsilon	\(\epsilon	NOUN
bracis-19043	69	26	_	_	PRON
bracis-19043	69	27	{	{	PUNCT
bracis-19043	69	28	j}\	j}\	PROPN
bracis-19043	69	29	)	)	PUNCT
bracis-19043	69	30	for	for	ADP
bracis-19043	69	31	attributes	attribute	NOUN
bracis-19043	69	32	.	.	PUNCT
bracis-19043	70	1	thus	thus	ADV
bracis-19043	70	2	,	,	PUNCT
bracis-19043	70	3	the	the	DET
bracis-19043	70	4	noise	noise	NOUN
bracis-19043	70	5	thresholds	threshold	VERB
bracis-19043	70	6	\(\epsilon	\(\epsilon	NOUN
bracis-19043	70	7	_	_	X
bracis-19043	70	8	{	{	PUNCT
bracis-19043	70	9	i}\	i}\	NUM
bracis-19043	70	10	)	)	PUNCT
bracis-19043	70	11	and	and	CCONJ
bracis-19043	70	12	\(\epsilon	\(\epsilon	NOUN
bracis-19043	70	13	_	_	PRON
bracis-19043	70	14	{	{	PUNCT
bracis-19043	70	15	j}\	j}\	PROPN
bracis-19043	70	16	)	)	PUNCT
bracis-19043	70	17	can	can	AUX
bracis-19043	70	18	be	be	AUX
bracis-19043	70	19	defined	define	VERB
bracis-19043	70	20	as	as	SCONJ
bracis-19043	70	21	follows	follow	VERB
bracis-19043	70	22	:	:	PUNCT
bracis-19043	70	23	definition	definition	NOUN
bracis-19043	70	24	4	4	NUM
bracis-19043	70	25	noise	noise	NOUN
bracis-19043	70	26	thresholds	threshold	NOUN
bracis-19043	70	27	:	:	PUNCT
bracis-19043	70	28	let	let	AUX
bracis-19043	70	29	\(c^{*}\	\(c^{*}\	VERB
bracis-19043	70	30	)	)	PUNCT
bracis-19043	70	31	be	be	AUX
bracis-19043	70	32	a	a	DET
bracis-19043	70	33	co	co	NOUN
bracis-19043	70	34	-	-	NOUN
bracis-19043	70	35	cluster	cluster	NOUN
bracis-19043	70	36	,	,	PUNCT
bracis-19043	70	37	\(c^{*}_{j}\	\(c^{*}_{j}\	NOUN
bracis-19043	70	38	)	)	PUNCT
bracis-19043	70	39	and	and	CCONJ
bracis-19043	70	40	\(c^{*}_{i}\	\(c^{*}_{i}\	PROPN
bracis-19043	70	41	)	)	PUNCT
bracis-19043	71	1	be	be	VERB
bracis-19043	71	2	the	the	DET
bracis-19043	71	3	subsets	subset	NOUN
bracis-19043	71	4	of	of	ADP
bracis-19043	71	5	attributes	attribute	NOUN
bracis-19043	71	6	/	/	SYM
bracis-19043	71	7	objects	object	NOUN
bracis-19043	71	8	that	that	PRON
bracis-19043	71	9	define	define	VERB
bracis-19043	71	10	\(c^{*}\	\(c^{*}\	NOUN
bracis-19043	71	11	)	)	PUNCT
bracis-19043	71	12	;	;	PUNCT
bracis-19043	71	13	a	a	DET
bracis-19043	71	14	maximum	maximum	ADJ
bracis-19043	71	15	noise	noise	NOUN
bracis-19043	71	16	threshold	threshold	NOUN
bracis-19043	71	17	for	for	ADP
bracis-19043	71	18	objects	object	NOUN
bracis-19043	71	19	\(\epsilon	\(\epsilon	NOUN
bracis-19043	71	20	_	_	X
bracis-19043	71	21	{	{	PUNCT
bracis-19043	71	22	i}\	i}\	NUM
bracis-19043	71	23	)	)	PUNCT
bracis-19043	71	24	and	and	CCONJ
bracis-19043	71	25	attributes	attribute	VERB
bracis-19043	71	26	\(\epsilon	\(\epsilon	NOUN
bracis-19043	71	27	_	_	X
bracis-19043	71	28	{	{	PUNCT
bracis-19043	71	29	j}\	j}\	PROPN
bracis-19043	71	30	)	)	PUNCT
bracis-19043	71	31	limit	limit	VERB
bracis-19043	71	32	the	the	DET
bracis-19043	71	33	amount	amount	NOUN
bracis-19043	71	34	of	of	ADP
bracis-19043	71	35	noise	noise	NOUN
bracis-19043	71	36	that	that	PRON
bracis-19043	71	37	can	can	AUX
bracis-19043	71	38	be	be	AUX
bracis-19043	71	39	included	include	VERB
bracis-19043	71	40	in	in	ADP
bracis-19043	71	41	\(c^{*}\	\(c^{*}\	NOUN
bracis-19043	71	42	)	)	PUNCT
bracis-19043	71	43	.	.	PUNCT
bracis-19043	72	1	thus	thus	ADV
bracis-19043	72	2	,	,	PUNCT
bracis-19043	72	3	each	each	DET
bracis-19043	72	4	new	new	ADJ
bracis-19043	72	5	object	object	NOUN
bracis-19043	72	6	must	must	AUX
bracis-19043	72	7	be	be	AUX
bracis-19043	72	8	included	include	VERB
bracis-19043	72	9	in	in	ADP
bracis-19043	72	10	at	at	ADV
bracis-19043	72	11	least	least	ADJ
bracis-19043	72	12	\((1-\epsilon	\((1-\epsilon	NOUN
bracis-19043	72	13	_	_	PUNCT
bracis-19043	72	14	{	{	PUNCT
bracis-19043	72	15	i	i	NOUN
bracis-19043	72	16	}	}	PUNCT
bracis-19043	72	17	)	)	PUNCT
bracis-19043	72	18	\times	\times	ADP
bracis-19043	72	19	||c^{*}_{j}||\	||c^{*}_{j}||\	SYM
bracis-19043	72	20	)	)	PUNCT
bracis-19043	72	21	attributes	attribute	NOUN
bracis-19043	72	22	of	of	ADP
bracis-19043	72	23	\(c^{*}\	\(c^{*}\	NOUN
bracis-19043	72	24	)	)	PUNCT
bracis-19043	72	25	,	,	PUNCT
bracis-19043	72	26	while	while	SCONJ
bracis-19043	72	27	each	each	DET
bracis-19043	72	28	new	new	ADJ
bracis-19043	72	29	attribute	attribute	NOUN
bracis-19043	72	30	must	must	AUX
bracis-19043	72	31	be	be	AUX
bracis-19043	72	32	included	include	VERB
bracis-19043	72	33	in	in	ADP
bracis-19043	72	34	at	at	ADV
bracis-19043	72	35	least	least	ADJ
bracis-19043	72	36	\((1-\epsilon	\((1-\epsilon	NOUN
bracis-19043	72	37	_	_	PUNCT
bracis-19043	72	38	{	{	PUNCT
bracis-19043	72	39	j	j	NOUN
bracis-19043	72	40	}	}	PUNCT
bracis-19043	72	41	)	)	PUNCT
bracis-19043	72	42	\times	\times	ADP
bracis-19043	72	43	||c^{*}_{i}||\	||c^{*}_{i}||\	NOUN
bracis-19043	72	44	)	)	PUNCT
bracis-19043	72	45	objects	object	NOUN
bracis-19043	72	46	of	of	ADP
bracis-19043	72	47	\(c^{*}\	\(c^{*}\	NOUN
bracis-19043	72	48	)	)	PUNCT
bracis-19043	72	49	.	.	PUNCT
bracis-19043	73	1	the	the	DET
bracis-19043	73	2	noise	noise	NOUN
bracis-19043	73	3	threshold	threshold	NOUN
bracis-19043	73	4	value	value	NOUN
bracis-19043	73	5	can	can	AUX
bracis-19043	73	6	range	range	VERB
bracis-19043	73	7	from	from	ADP
bracis-19043	73	8	[	[	X
bracis-19043	73	9	0	0	NUM
bracis-19043	73	10	,	,	PUNCT
bracis-19043	73	11	 	 	SPACE
bracis-19043	73	12	1	1	NUM
bracis-19043	73	13	]	]	PUNCT
bracis-19043	73	14	,	,	PUNCT
bracis-19043	73	15	where	where	SCONJ
bracis-19043	73	16	0	0	NUM
bracis-19043	73	17	does	do	AUX
bracis-19043	73	18	not	not	PART
bracis-19043	73	19	allow	allow	VERB
bracis-19043	73	20	any	any	DET
bracis-19043	73	21	noise	noise	NOUN
bracis-19043	73	22	while	while	SCONJ
bracis-19043	73	23	1	1	NUM
bracis-19043	73	24	allows	allow	VERB
bracis-19043	73	25	the	the	DET
bracis-19043	73	26	maximum	maximum	ADJ
bracis-19043	73	27	amount	amount	NOUN
bracis-19043	73	28	.	.	PUNCT
bracis-19043	74	1	the	the	DET
bracis-19043	74	2	number	number	NOUN
bracis-19043	74	3	of	of	ADP
bracis-19043	74	4	objects	object	NOUN
bracis-19043	74	5	and	and	CCONJ
bracis-19043	74	6	attributes	attribute	NOUN
bracis-19043	74	7	of	of	ADP
bracis-19043	74	8	a	a	DET
bracis-19043	74	9	given	give	VERB
bracis-19043	74	10	subset	subset	NOUN
bracis-19043	74	11	is	be	AUX
bracis-19043	74	12	measured	measure	VERB
bracis-19043	74	13	by	by	ADP
bracis-19043	74	14	the	the	DET
bracis-19043	74	15	l\(^1\)-norm	l\(^1\)-norm	NOUN
bracis-19043	74	16	\(||\cdot	\(||\cdot	NOUN
bracis-19043	74	17	||\	||\	PROPN
bracis-19043	74	18	)	)	PUNCT
bracis-19043	74	19	(	(	PUNCT
bracis-19043	74	20	or	or	CCONJ
bracis-19043	74	21	hamming	hamming	NOUN
bracis-19043	74	22	norm	norm	NOUN
bracis-19043	74	23	)	)	PUNCT
bracis-19043	74	24	,	,	PUNCT
bracis-19043	74	25	which	which	PRON
bracis-19043	74	26	simply	simply	ADV
bracis-19043	74	27	counts	count	VERB
bracis-19043	74	28	the	the	DET
bracis-19043	74	29	number	number	NOUN
bracis-19043	74	30	of	of	ADP
bracis-19043	74	31	bits	bit	NOUN
bracis-19043	74	32	1	1	NUM
bracis-19043	74	33	in	in	ADP
bracis-19043	74	34	the	the	DET
bracis-19043	74	35	vector	vector	NOUN
bracis-19043	74	36	.	.	PUNCT
bracis-19043	75	1	from	from	ADP
bracis-19043	75	2	that	that	PRON
bracis-19043	75	3	,	,	PUNCT
bracis-19043	75	4	the	the	DET
bracis-19043	75	5	expanded	expand	VERB
bracis-19043	75	6	pure	pure	ADJ
bracis-19043	75	7	co	co	NOUN
bracis-19043	75	8	-	-	NOUN
bracis-19043	75	9	cluster	cluster	ADJ
bracis-19043	75	10	ec	ec	PROPN
bracis-19043	75	11	represents	represent	VERB
bracis-19043	75	12	a	a	DET
bracis-19043	75	13	expanded	expand	VERB
bracis-19043	75	14	version	version	NOUN
bracis-19043	75	15	of	of	ADP
bracis-19043	75	16	pc	pc	NOUN
bracis-19043	75	17	with	with	ADP
bracis-19043	75	18	noise	noise	NOUN
bracis-19043	75	19	data	datum	NOUN
bracis-19043	75	20	.	.	PUNCT
bracis-19043	76	1	more	more	ADV
bracis-19043	76	2	formally	formally	ADV
bracis-19043	76	3	,	,	PUNCT
bracis-19043	76	4	an	an	DET
bracis-19043	76	5	expanded	expand	VERB
bracis-19043	76	6	pure	pure	ADJ
bracis-19043	76	7	co	co	NOUN
bracis-19043	76	8	-	-	NOUN
bracis-19043	76	9	cluster	cluster	ADJ
bracis-19043	76	10	ec	ec	NOUN
bracis-19043	76	11	can	can	AUX
bracis-19043	76	12	be	be	AUX
bracis-19043	76	13	defined	define	VERB
bracis-19043	76	14	as	as	SCONJ
bracis-19043	76	15	follows	follow	VERB
bracis-19043	76	16	:	:	PUNCT
bracis-19043	76	17	definition	definition	NOUN
bracis-19043	76	18	5	5	NUM
bracis-19043	76	19	expanded	expand	VERB
bracis-19043	76	20	pure	pure	ADJ
bracis-19043	76	21	co	co	NOUN
bracis-19043	76	22	-	-	NOUN
bracis-19043	76	23	cluster	cluster	NOUN
bracis-19043	76	24	:	:	PUNCT
bracis-19043	76	25	let	let	VERB
bracis-19043	76	26	pc	pc	NOUN
bracis-19043	76	27	be	be	AUX
bracis-19043	76	28	the	the	DET
bracis-19043	76	29	pure	pure	ADJ
bracis-19043	76	30	co	co	NOUN
bracis-19043	76	31	-	-	NOUN
bracis-19043	76	32	cluster	cluster	NOUN
bracis-19043	76	33	,	,	PUNCT
bracis-19043	76	34	\(ec_{i}\	\(ec_{i}\	X
bracis-19043	76	35	)	)	PUNCT
bracis-19043	76	36	be	be	VERB
bracis-19043	76	37	a	a	DET
bracis-19043	76	38	subset	subset	NOUN
bracis-19043	76	39	of	of	ADP
bracis-19043	76	40	objects	object	NOUN
bracis-19043	76	41	,	,	PUNCT
bracis-19043	76	42	\(ec_{j}\	\(ec_{j}\	PROPN
bracis-19043	76	43	)	)	PUNCT
bracis-19043	76	44	be	be	VERB
bracis-19043	76	45	a	a	DET
bracis-19043	76	46	subset	subset	NOUN
bracis-19043	76	47	of	of	ADP
bracis-19043	76	48	attributes	attribute	NOUN
bracis-19043	76	49	,	,	PUNCT
bracis-19043	76	50	\(\epsilon	\(\epsilon	NOUN
bracis-19043	76	51	_	_	PRON
bracis-19043	76	52	{	{	PUNCT
bracis-19043	76	53	i}\	i}\	NUM
bracis-19043	76	54	)	)	PUNCT
bracis-19043	76	55	be	be	VERB
bracis-19043	76	56	the	the	DET
bracis-19043	76	57	noise	noise	NOUN
bracis-19043	76	58	object	object	NOUN
bracis-19043	76	59	threshold	threshold	NOUN
bracis-19043	76	60	,	,	PUNCT
bracis-19043	76	61	\(\epsilon	\(\epsilon	NOUN
bracis-19043	76	62	_	_	PRON
bracis-19043	76	63	{	{	PUNCT
bracis-19043	76	64	j}\	j}\	PROPN
bracis-19043	76	65	)	)	PUNCT
bracis-19043	76	66	be	be	VERB
bracis-19043	76	67	the	the	DET
bracis-19043	76	68	noise	noise	NOUN
bracis-19043	76	69	attribute	attribute	NOUN
bracis-19043	76	70	threshold	threshold	NOUN
bracis-19043	76	71	;	;	PUNCT
bracis-19043	76	72	an	an	DET
bracis-19043	76	73	expanded	expand	VERB
bracis-19043	76	74	pure	pure	ADJ
bracis-19043	76	75	co	co	NOUN
bracis-19043	76	76	-	-	NOUN
bracis-19043	76	77	cluster	cluster	NOUN
bracis-19043	76	78	is	be	AUX
bracis-19043	76	79	defined	define	VERB
bracis-19043	76	80	as	as	ADP
bracis-19043	76	81	\(ec	\(ec	ADJ
bracis-19043	76	82	=	=	PUNCT
bracis-19043	76	83	\langle	\langle	PROPN
bracis-19043	76	84	ec_{j},ec_{i	ec_{j},ec_{i	PROPN
bracis-19043	76	85	}	}	PUNCT
bracis-19043	76	86	\rangle	\rangle	PROPN
bracis-19043	76	87	\	\	NOUN
bracis-19043	76	88	)	)	PUNCT
bracis-19043	76	89	,	,	PUNCT
bracis-19043	76	90	where	where	SCONJ
bracis-19043	76	91	\(ec_{j}\	\(ec_{j}\	NOUN
bracis-19043	76	92	)	)	PUNCT
bracis-19043	76	93	and	and	CCONJ
bracis-19043	76	94	\(ec_{i}\	\(ec_{i}\	NOUN
bracis-19043	76	95	)	)	PUNCT
bracis-19043	76	96	can	can	AUX
bracis-19043	76	97	contain	contain	VERB
bracis-19043	76	98	new	new	ADJ
bracis-19043	76	99	attributes	attribute	NOUN
bracis-19043	76	100	and	and	CCONJ
bracis-19043	76	101	objects	object	VERB
bracis-19043	76	102	not	not	PART
bracis-19043	76	103	present	present	ADJ
bracis-19043	76	104	in	in	ADP
bracis-19043	76	105	pc	pc	NOUN
bracis-19043	76	106	regarding	regard	VERB
bracis-19043	76	107	the	the	DET
bracis-19043	76	108	noise	noise	NOUN
bracis-19043	76	109	thresholds	threshold	NOUN
bracis-19043	76	110	\(\epsilon	\(\epsilon	NOUN
bracis-19043	76	111	_	_	X
bracis-19043	76	112	{	{	PUNCT
bracis-19043	76	113	i}\	i}\	NUM
bracis-19043	76	114	)	)	PUNCT
bracis-19043	76	115	and	and	CCONJ
bracis-19043	76	116	\(\epsilon	\(\epsilon	NOUN
bracis-19043	76	117	_	_	PRON
bracis-19043	76	118	{	{	PUNCT
bracis-19043	76	119	j}\	j}\	PROPN
bracis-19043	76	120	)	)	PUNCT
bracis-19043	76	121	.	.	PUNCT
bracis-19043	77	1	3	3	NUM
bracis-19043	77	2	related	relate	VERB
bracis-19043	77	3	works	work	NOUN
bracis-19043	77	4	because	because	SCONJ
bracis-19043	77	5	of	of	ADP
bracis-19043	77	6	the	the	DET
bracis-19043	77	7	difficulty	difficulty	NOUN
bracis-19043	77	8	in	in	ADP
bracis-19043	77	9	finding	find	VERB
bracis-19043	77	10	co	co	NOUN
bracis-19043	77	11	-	-	NOUN
bracis-19043	77	12	clusters	cluster	NOUN
bracis-19043	77	13	,	,	PUNCT
bracis-19043	77	14	there	there	PRON
bracis-19043	77	15	is	be	VERB
bracis-19043	77	16	no	no	DET
bracis-19043	77	17	method	method	NOUN
bracis-19043	77	18	widely	widely	ADV
bracis-19043	77	19	accepted	accept	VERB
bracis-19043	77	20	as	as	ADP
bracis-19043	77	21	the	the	DET
bracis-19043	77	22	state	state	NOUN
bracis-19043	77	23	-	-	PUNCT
bracis-19043	77	24	of	of	ADP
bracis-19043	77	25	-	-	PUNCT
bracis-19043	77	26	the	the	DET
bracis-19043	77	27	-	-	PUNCT
bracis-19043	77	28	art	art	NOUN
bracis-19043	77	29	;	;	PUNCT
bracis-19043	77	30	instead	instead	ADV
bracis-19043	77	31	,	,	PUNCT
bracis-19043	77	32	there	there	PRON
bracis-19043	77	33	are	be	VERB
bracis-19043	77	34	algorithms	algorithm	NOUN
bracis-19043	77	35	that	that	PRON
bracis-19043	77	36	perform	perform	VERB
bracis-19043	77	37	better	well	ADV
bracis-19043	77	38	in	in	ADP
bracis-19043	77	39	certain	certain	ADJ
bracis-19043	77	40	types	type	NOUN
bracis-19043	77	41	of	of	ADP
bracis-19043	77	42	data	datum	NOUN
bracis-19043	77	43	than	than	ADP
bracis-19043	77	44	others	other	NOUN
bracis-19043	77	45	.	.	PUNCT
bracis-19043	78	1	since	since	SCONJ
bracis-19043	78	2	a	a	DET
bracis-19043	78	3	complete	complete	ADJ
bracis-19043	78	4	review	review	NOUN
bracis-19043	78	5	is	be	AUX
bracis-19043	78	6	out	out	ADP
bracis-19043	78	7	of	of	ADP
bracis-19043	78	8	the	the	DET
bracis-19043	78	9	scope	scope	NOUN
bracis-19043	78	10	of	of	ADP
bracis-19043	78	11	this	this	DET
bracis-19043	78	12	paper	paper	NOUN
bracis-19043	78	13	,	,	PUNCT
bracis-19043	78	14	we	we	PRON
bracis-19043	78	15	shall	shall	AUX
bracis-19043	78	16	briefly	briefly	ADV
bracis-19043	78	17	discuss	discuss	VERB
bracis-19043	78	18	some	some	DET
bracis-19043	78	19	reference	reference	NOUN
bracis-19043	78	20	algorithms	algorithm	NOUN
bracis-19043	78	21	.	.	PUNCT
bracis-19043	79	1	for	for	ADP
bracis-19043	79	2	a	a	DET
bracis-19043	79	3	comprehensive	comprehensive	ADJ
bracis-19043	79	4	review	review	NOUN
bracis-19043	79	5	of	of	ADP
bracis-19043	79	6	co	co	ADJ
bracis-19043	79	7	-	-	ADJ
bracis-19043	79	8	clustering	clustering	ADJ
bracis-19043	79	9	algorithms	algorithm	NOUN
bracis-19043	79	10	,	,	PUNCT
bracis-19043	79	11	we	we	PRON
bracis-19043	79	12	refer	refer	VERB
bracis-19043	79	13	to	to	ADP
bracis-19043	79	14	[	[	X
bracis-19043	79	15	12	12	NUM
bracis-19043	79	16	]	]	PUNCT
bracis-19043	79	17	.	.	PUNCT
bracis-19043	80	1	dhillon	dhillon	PROPN
bracis-19043	81	1	[	[	X
bracis-19043	81	2	3	3	NUM
bracis-19043	81	3	]	]	PUNCT
bracis-19043	81	4	used	use	VERB
bracis-19043	81	5	the	the	DET
bracis-19043	81	6	matrix	matrix	NOUN
bracis-19043	81	7	decomposition	decomposition	NOUN
bracis-19043	81	8	using	use	VERB
bracis-19043	81	9	the	the	DET
bracis-19043	81	10	eigenvectors	eigenvector	NOUN
bracis-19043	81	11	combined	combine	VERB
bracis-19043	81	12	with	with	ADP
bracis-19043	81	13	bipartite	bipartite	PROPN
bracis-19043	81	14	graph	graph	NOUN
bracis-19043	81	15	to	to	PART
bracis-19043	81	16	find	find	VERB
bracis-19043	81	17	global	global	ADJ
bracis-19043	81	18	co	co	NOUN
bracis-19043	81	19	-	-	NOUN
bracis-19043	81	20	clusters	cluster	NOUN
bracis-19043	81	21	in	in	ADP
bracis-19043	81	22	a	a	DET
bracis-19043	81	23	real	real	ADV
bracis-19043	81	24	-	-	PUNCT
bracis-19043	81	25	valued	value	VERB
bracis-19043	81	26	matrix	matrix	NOUN
bracis-19043	81	27	.	.	PUNCT
bracis-19043	82	1	it	it	PRON
bracis-19043	82	2	needs	need	VERB
bracis-19043	82	3	to	to	PART
bracis-19043	82	4	know	know	VERB
bracis-19043	82	5	the	the	DET
bracis-19043	82	6	number	number	NOUN
bracis-19043	82	7	of	of	ADP
bracis-19043	82	8	co	co	NOUN
bracis-19043	82	9	-	-	NOUN
bracis-19043	82	10	clusters	cluster	NOUN
bracis-19043	82	11	a	a	DET
bracis-19043	82	12	priori	priori	NOUN
bracis-19043	82	13	and	and	CCONJ
bracis-19043	82	14	the	the	DET
bracis-19043	82	15	order	order	NOUN
bracis-19043	82	16	of	of	ADP
bracis-19043	82	17	the	the	DET
bracis-19043	82	18	discovered	discover	VERB
bracis-19043	82	19	co	co	NOUN
bracis-19043	82	20	-	-	NOUN
bracis-19043	82	21	clusters	cluster	NOUN
bracis-19043	82	22	is	be	AUX
bracis-19043	82	23	not	not	PART
bracis-19043	82	24	important	important	ADJ
bracis-19043	82	25	.	.	PUNCT
bracis-19043	83	1	furthermore	furthermore	ADV
bracis-19043	83	2	,	,	PUNCT
bracis-19043	83	3	it	it	PRON
bracis-19043	83	4	uses	use	VERB
bracis-19043	83	5	a	a	DET
bracis-19043	83	6	support	support	NOUN
bracis-19043	83	7	matrix	matrix	NOUN
bracis-19043	83	8	to	to	PART
bracis-19043	83	9	include	include	VERB
bracis-19043	83	10	some	some	DET
bracis-19043	83	11	attributes	attribute	NOUN
bracis-19043	83	12	as	as	ADP
bracis-19043	83	13	noise	noise	NOUN
bracis-19043	83	14	data	datum	NOUN
bracis-19043	83	15	;	;	PUNCT
bracis-19043	83	16	however	however	ADV
bracis-19043	83	17	,	,	PUNCT
bracis-19043	83	18	it	it	PRON
bracis-19043	83	19	does	do	AUX
bracis-19043	83	20	not	not	PART
bracis-19043	83	21	have	have	VERB
bracis-19043	83	22	any	any	DET
bracis-19043	83	23	noise	noise	NOUN
bracis-19043	83	24	-	-	PUNCT
bracis-19043	83	25	parameter	parameter	NOUN
bracis-19043	83	26	to	to	PART
bracis-19043	83	27	control	control	VERB
bracis-19043	83	28	the	the	DET
bracis-19043	83	29	number	number	NOUN
bracis-19043	83	30	of	of	ADP
bracis-19043	83	31	objects	object	NOUN
bracis-19043	83	32	or	or	CCONJ
bracis-19043	83	33	attributes	attribute	NOUN
bracis-19043	83	34	as	as	ADP
bracis-19043	83	35	noise	noise	NOUN
bracis-19043	83	36	data	datum	NOUN
bracis-19043	83	37	.	.	PUNCT
bracis-19043	84	1	kluger	kluger	PROPN
bracis-19043	84	2	et	et	PROPN
bracis-19043	84	3	al	al	PROPN
bracis-19043	84	4	.	.	PUNCT
bracis-19043	85	1	[	[	X
bracis-19043	85	2	6	6	NUM
bracis-19043	85	3	]	]	PUNCT
bracis-19043	85	4	extended	extend	VERB
bracis-19043	85	5	the	the	DET
bracis-19043	85	6	dhillon	dhillon	NOUN
bracis-19043	85	7	[	[	X
bracis-19043	85	8	3	3	NUM
bracis-19043	85	9	]	]	PUNCT
bracis-19043	85	10	approach	approach	NOUN
bracis-19043	85	11	by	by	ADP
bracis-19043	85	12	using	use	VERB
bracis-19043	85	13	the	the	DET
bracis-19043	85	14	singular	singular	ADJ
bracis-19043	85	15	value	value	NOUN
bracis-19043	85	16	decomposition	decomposition	NOUN
bracis-19043	85	17	to	to	PART
bracis-19043	85	18	find	find	VERB
bracis-19043	85	19	global	global	ADJ
bracis-19043	85	20	co	co	NOUN
bracis-19043	85	21	-	-	NOUN
bracis-19043	85	22	clusters	cluster	NOUN
bracis-19043	85	23	.	.	PUNCT
bracis-19043	86	1	it	it	PRON
bracis-19043	86	2	assumes	assume	VERB
bracis-19043	86	3	that	that	SCONJ
bracis-19043	86	4	the	the	DET
bracis-19043	86	5	data	datum	NOUN
bracis-19043	86	6	have	have	VERB
bracis-19043	86	7	a	a	DET
bracis-19043	86	8	checkerboard	checkerboard	NOUN
bracis-19043	86	9	structure	structure	NOUN
bracis-19043	86	10	in	in	ADP
bracis-19043	86	11	the	the	DET
bracis-19043	86	12	matrix	matrix	NOUN
bracis-19043	86	13	.	.	PUNCT
bracis-19043	87	1	this	this	DET
bracis-19043	87	2	approach	approach	NOUN
bracis-19043	87	3	includes	include	VERB
bracis-19043	87	4	each	each	DET
bracis-19043	87	5	element	element	NOUN
bracis-19043	87	6	of	of	ADP
bracis-19043	87	7	a	a	DET
bracis-19043	87	8	matrix	matrix	NOUN
bracis-19043	87	9	into	into	ADP
bracis-19043	87	10	one	one	NUM
bracis-19043	87	11	co	co	NOUN
bracis-19043	87	12	-	-	NOUN
bracis-19043	87	13	cluster	cluster	NOUN
bracis-19043	87	14	without	without	ADP
bracis-19043	87	15	overlap	overlap	NOUN
bracis-19043	87	16	;	;	PUNCT
bracis-19043	87	17	therefore	therefore	ADV
bracis-19043	87	18	,	,	PUNCT
bracis-19043	87	19	it	it	PRON
bracis-19043	87	20	can	can	AUX
bracis-19043	87	21	not	not	PART
bracis-19043	87	22	control	control	VERB
bracis-19043	87	23	the	the	DET
bracis-19043	87	24	noise	noise	NOUN
bracis-19043	87	25	data	datum	NOUN
bracis-19043	87	26	.	.	PUNCT
bracis-19043	88	1	fu	fu	PROPN
bracis-19043	88	2	et	et	PROPN
bracis-19043	88	3	al	al	PROPN
bracis-19043	88	4	.	.	PUNCT
bracis-19043	89	1	[	[	X
bracis-19043	89	2	4	4	X
bracis-19043	89	3	]	]	PUNCT
bracis-19043	89	4	proposed	propose	VERB
bracis-19043	89	5	a	a	DET
bracis-19043	89	6	bayesian	bayesian	NOUN
bracis-19043	89	7	-	-	PUNCT
bracis-19043	89	8	based	base	VERB
bracis-19043	89	9	overlapping	overlap	VERB
bracis-19043	89	10	co	co	ADJ
bracis-19043	89	11	-	-	ADJ
bracis-19043	89	12	clustering	clustering	ADJ
bracis-19043	89	13	approach	approach	NOUN
bracis-19043	89	14	based	base	VERB
bracis-19043	89	15	on	on	ADP
bracis-19043	89	16	a	a	DET
bracis-19043	89	17	multivariate	multivariate	NOUN
bracis-19043	89	18	distribution	distribution	NOUN
bracis-19043	89	19	to	to	PART
bracis-19043	89	20	find	find	VERB
bracis-19043	89	21	global	global	ADJ
bracis-19043	89	22	co	co	NOUN
bracis-19043	89	23	-	-	NOUN
bracis-19043	89	24	clusters	cluster	NOUN
bracis-19043	89	25	in	in	ADP
bracis-19043	89	26	a	a	DET
bracis-19043	89	27	binary	binary	ADJ
bracis-19043	89	28	data	datum	NOUN
bracis-19043	89	29	matrix	matrix	NOUN
bracis-19043	89	30	.	.	PUNCT
bracis-19043	90	1	it	it	PRON
bracis-19043	90	2	assumes	assume	VERB
bracis-19043	90	3	that	that	SCONJ
bracis-19043	90	4	the	the	DET
bracis-19043	90	5	number	number	NOUN
bracis-19043	90	6	of	of	ADP
bracis-19043	90	7	co	co	NOUN
bracis-19043	90	8	-	-	NOUN
bracis-19043	90	9	clusters	cluster	NOUN
bracis-19043	90	10	is	be	AUX
bracis-19043	90	11	known	know	VERB
bracis-19043	90	12	a	a	DET
bracis-19043	90	13	priori	priori	ADV
bracis-19043	90	14	.	.	PUNCT
bracis-19043	91	1	this	this	DET
bracis-19043	91	2	approach	approach	NOUN
bracis-19043	91	3	does	do	AUX
bracis-19043	91	4	not	not	PART
bracis-19043	91	5	indicate	indicate	VERB
bracis-19043	91	6	that	that	SCONJ
bracis-19043	91	7	the	the	DET
bracis-19043	91	8	order	order	NOUN
bracis-19043	91	9	of	of	ADP
bracis-19043	91	10	the	the	DET
bracis-19043	91	11	discovered	discover	VERB
bracis-19043	91	12	co	co	NOUN
bracis-19043	91	13	-	-	NOUN
bracis-19043	91	14	clusters	cluster	NOUN
bracis-19043	91	15	is	be	AUX
bracis-19043	91	16	important	important	ADJ
bracis-19043	91	17	.	.	PUNCT
bracis-19043	92	1	it	it	PRON
bracis-19043	92	2	tolerates	tolerate	VERB
bracis-19043	92	3	noisy	noisy	ADJ
bracis-19043	92	4	elements	element	NOUN
bracis-19043	92	5	in	in	ADP
bracis-19043	92	6	the	the	DET
bracis-19043	92	7	co	co	NOUN
bracis-19043	92	8	-	-	NOUN
bracis-19043	92	9	clusters	cluster	NOUN
bracis-19043	92	10	;	;	PUNCT
bracis-19043	92	11	however	however	ADV
bracis-19043	92	12	,	,	PUNCT
bracis-19043	92	13	it	it	PRON
bracis-19043	92	14	does	do	AUX
bracis-19043	92	15	not	not	PART
bracis-19043	92	16	have	have	VERB
bracis-19043	92	17	a	a	DET
bracis-19043	92	18	noise	noise	NOUN
bracis-19043	92	19	-	-	PUNCT
bracis-19043	92	20	parameter	parameter	NOUN
bracis-19043	92	21	to	to	PART
bracis-19043	92	22	control	control	VERB
bracis-19043	92	23	the	the	DET
bracis-19043	92	24	number	number	NOUN
bracis-19043	92	25	of	of	ADP
bracis-19043	92	26	objects	object	NOUN
bracis-19043	92	27	or	or	CCONJ
bracis-19043	92	28	attributes	attribute	NOUN
bracis-19043	92	29	included	include	VERB
bracis-19043	92	30	in	in	ADP
bracis-19043	92	31	the	the	DET
bracis-19043	92	32	co	co	NOUN
bracis-19043	92	33	-	-	NOUN
bracis-19043	92	34	cluster	cluster	NOUN
bracis-19043	92	35	as	as	ADP
bracis-19043	92	36	noise	noise	NOUN
bracis-19043	92	37	.	.	PUNCT
bracis-19043	93	1	zhu	zhu	PROPN
bracis-19043	93	2	et	et	PROPN
bracis-19043	93	3	al	al	PROPN
bracis-19043	93	4	.	.	PUNCT
bracis-19043	94	1	[	[	X
bracis-19043	94	2	19	19	NUM
bracis-19043	94	3	]	]	PUNCT
bracis-19043	94	4	proposed	propose	VERB
bracis-19043	94	5	an	an	DET
bracis-19043	94	6	overlapping	overlap	VERB
bracis-19043	94	7	co	co	ADJ
bracis-19043	94	8	-	-	ADJ
bracis-19043	94	9	clustering	clustering	ADJ
bracis-19043	94	10	approach	approach	NOUN
bracis-19043	94	11	to	to	PART
bracis-19043	94	12	approximate	approximate	VERB
bracis-19043	94	13	a	a	DET
bracis-19043	94	14	binary	binary	ADJ
bracis-19043	94	15	data	data	NOUN
bracis-19043	94	16	matrix	matrix	NOUN
bracis-19043	94	17	with	with	ADP
bracis-19043	94	18	the	the	DET
bracis-19043	94	19	sum	sum	NOUN
bracis-19043	94	20	of	of	ADP
bracis-19043	94	21	identified	identify	VERB
bracis-19043	94	22	global	global	ADJ
bracis-19043	94	23	co	co	NOUN
bracis-19043	94	24	-	-	NOUN
bracis-19043	94	25	clusters	cluster	NOUN
bracis-19043	94	26	.	.	PUNCT
bracis-19043	95	1	this	this	DET
bracis-19043	95	2	method	method	NOUN
bracis-19043	95	3	needs	need	VERB
bracis-19043	95	4	to	to	PART
bracis-19043	95	5	have	have	VERB
bracis-19043	95	6	the	the	DET
bracis-19043	95	7	number	number	NOUN
bracis-19043	95	8	of	of	ADP
bracis-19043	95	9	co	co	NOUN
bracis-19043	95	10	-	-	NOUN
bracis-19043	95	11	clusters	cluster	NOUN
bracis-19043	95	12	a	a	DET
bracis-19043	95	13	priori	priori	ADV
bracis-19043	95	14	.	.	PUNCT
bracis-19043	96	1	furthermore	furthermore	ADV
bracis-19043	96	2	,	,	PUNCT
bracis-19043	96	3	it	it	PRON
bracis-19043	96	4	does	do	AUX
bracis-19043	96	5	not	not	PART
bracis-19043	96	6	deal	deal	VERB
bracis-19043	96	7	with	with	ADP
bracis-19043	96	8	noise	noise	NOUN
bracis-19043	96	9	data	datum	NOUN
bracis-19043	96	10	and	and	CCONJ
bracis-19043	96	11	does	do	AUX
bracis-19043	96	12	not	not	PART
bracis-19043	96	13	associate	associate	VERB
bracis-19043	96	14	any	any	DET
bracis-19043	96	15	importance	importance	NOUN
bracis-19043	96	16	for	for	ADP
bracis-19043	96	17	the	the	DET
bracis-19043	96	18	co	co	NOUN
bracis-19043	96	19	-	-	NOUN
bracis-19043	96	20	cluster	cluster	NOUN
bracis-19043	96	21	that	that	PRON
bracis-19043	96	22	explains	explain	VERB
bracis-19043	96	23	the	the	DET
bracis-19043	96	24	discovered	discover	VERB
bracis-19043	96	25	order	order	NOUN
bracis-19043	96	26	.	.	PUNCT
bracis-19043	97	1	lucchese	lucchese	PROPN
bracis-19043	97	2	et	et	PROPN
bracis-19043	97	3	al	al	PROPN
bracis-19043	97	4	.	.	PUNCT
bracis-19043	98	1	[	[	X
bracis-19043	98	2	9	9	NUM
bracis-19043	98	3	]	]	PUNCT
bracis-19043	98	4	proposed	propose	VERB
bracis-19043	98	5	a	a	DET
bracis-19043	98	6	frequent	frequent	ADJ
bracis-19043	98	7	pattern	pattern	NOUN
bracis-19043	98	8	mining	mining	NOUN
bracis-19043	98	9	method	method	NOUN
bracis-19043	98	10	for	for	ADP
bracis-19043	98	11	binary	binary	ADJ
bracis-19043	98	12	datasets	dataset	NOUN
bracis-19043	98	13	.	.	PUNCT
bracis-19043	99	1	the	the	DET
bracis-19043	99	2	patterns	pattern	NOUN
bracis-19043	99	3	are	be	AUX
bracis-19043	99	4	formed	form	VERB
bracis-19043	99	5	by	by	ADP
bracis-19043	99	6	sets	set	NOUN
bracis-19043	99	7	of	of	ADP
bracis-19043	99	8	attributes	attribute	NOUN
bracis-19043	99	9	and	and	CCONJ
bracis-19043	99	10	objects	object	NOUN
bracis-19043	99	11	,	,	PUNCT
bracis-19043	99	12	where	where	SCONJ
bracis-19043	99	13	they	they	PRON
bracis-19043	99	14	can	can	AUX
bracis-19043	99	15	represent	represent	VERB
bracis-19043	99	16	a	a	DET
bracis-19043	99	17	non	non	ADJ
bracis-19043	99	18	-	-	ADJ
bracis-19043	99	19	overlapped	overlapped	ADJ
bracis-19043	99	20	global	global	ADJ
bracis-19043	99	21	co	co	NOUN
bracis-19043	99	22	-	-	NOUN
bracis-19043	99	23	cluster	cluster	NOUN
bracis-19043	99	24	.	.	PUNCT
bracis-19043	100	1	it	it	PRON
bracis-19043	100	2	uses	use	VERB
bracis-19043	100	3	a	a	DET
bracis-19043	100	4	generalized	generalized	ADJ
bracis-19043	100	5	cost	cost	NOUN
bracis-19043	100	6	function	function	NOUN
bracis-19043	100	7	to	to	PART
bracis-19043	100	8	drive	drive	VERB
bracis-19043	100	9	the	the	DET
bracis-19043	100	10	mining	mining	NOUN
bracis-19043	100	11	process	process	NOUN
bracis-19043	100	12	to	to	PART
bracis-19043	100	13	find	find	VERB
bracis-19043	100	14	the	the	DET
bracis-19043	100	15	number	number	NOUN
bracis-19043	100	16	of	of	ADP
bracis-19043	100	17	patterns	pattern	NOUN
bracis-19043	100	18	automatically	automatically	ADV
bracis-19043	100	19	.	.	PUNCT
bracis-19043	101	1	the	the	DET
bracis-19043	101	2	discovered	discover	VERB
bracis-19043	101	3	order	order	NOUN
bracis-19043	101	4	of	of	ADP
bracis-19043	101	5	the	the	DET
bracis-19043	101	6	patterns	pattern	NOUN
bracis-19043	101	7	is	be	AUX
bracis-19043	101	8	relevant	relevant	ADJ
bracis-19043	101	9	regarding	regard	VERB
bracis-19043	101	10	the	the	DET
bracis-19043	101	11	cost	cost	NOUN
bracis-19043	101	12	function	function	NOUN
bracis-19043	101	13	;	;	PUNCT
bracis-19043	101	14	therefore	therefore	ADV
bracis-19043	101	15	,	,	PUNCT
bracis-19043	101	16	it	it	PRON
bracis-19043	101	17	can	can	AUX
bracis-19043	101	18	be	be	AUX
bracis-19043	101	19	seen	see	VERB
bracis-19043	101	20	as	as	ADP
bracis-19043	101	21	a	a	DET
bracis-19043	101	22	ranking	ranking	NOUN
bracis-19043	101	23	.	.	PUNCT
bracis-19043	102	1	finally	finally	ADV
bracis-19043	102	2	,	,	PUNCT
bracis-19043	102	3	two	two	NUM
bracis-19043	102	4	noise	noise	NOUN
bracis-19043	102	5	thresholds	threshold	NOUN
bracis-19043	102	6	control	control	VERB
bracis-19043	102	7	the	the	DET
bracis-19043	102	8	number	number	NOUN
bracis-19043	102	9	of	of	ADP
bracis-19043	102	10	noisy	noisy	ADJ
bracis-19043	102	11	attributes	attribute	NOUN
bracis-19043	102	12	and	and	CCONJ
bracis-19043	102	13	objects	object	NOUN
bracis-19043	102	14	included	include	VERB
bracis-19043	102	15	in	in	ADP
bracis-19043	102	16	a	a	DET
bracis-19043	102	17	pattern	pattern	NOUN
bracis-19043	102	18	.	.	PUNCT
bracis-19043	103	1	whang	whang	PROPN
bracis-19043	103	2	et	et	PROPN
bracis-19043	103	3	al	al	PROPN
bracis-19043	103	4	.	.	PUNCT
bracis-19043	104	1	[	[	X
bracis-19043	104	2	16	16	NUM
bracis-19043	104	3	]	]	PUNCT
bracis-19043	104	4	modeled	model	VERB
bracis-19043	104	5	the	the	DET
bracis-19043	104	6	input	input	NOUN
bracis-19043	104	7	data	datum	NOUN
bracis-19043	104	8	as	as	ADP
bracis-19043	104	9	a	a	DET
bracis-19043	104	10	bipartite	bipartite	NOUN
bracis-19043	104	11	graph	graph	NOUN
bracis-19043	104	12	to	to	PART
bracis-19043	104	13	find	find	VERB
bracis-19043	104	14	global	global	ADJ
bracis-19043	104	15	overlapping	overlap	VERB
bracis-19043	104	16	co	co	NOUN
bracis-19043	104	17	-	-	NOUN
bracis-19043	104	18	clusters	cluster	NOUN
bracis-19043	104	19	in	in	ADP
bracis-19043	104	20	binary	binary	ADJ
bracis-19043	104	21	data	datum	NOUN
bracis-19043	104	22	.	.	PUNCT
bracis-19043	105	1	this	this	DET
bracis-19043	105	2	method	method	NOUN
bracis-19043	105	3	allows	allow	VERB
bracis-19043	105	4	to	to	PART
bracis-19043	105	5	include	include	VERB
bracis-19043	105	6	noise	noise	NOUN
bracis-19043	105	7	objects	object	NOUN
bracis-19043	105	8	in	in	ADP
bracis-19043	105	9	the	the	DET
bracis-19043	105	10	co	co	NOUN
bracis-19043	105	11	-	-	NOUN
bracis-19043	105	12	clusters	cluster	NOUN
bracis-19043	105	13	with	with	ADP
bracis-19043	105	14	a	a	DET
bracis-19043	105	15	probability	probability	NOUN
bracis-19043	105	16	distribution	distribution	NOUN
bracis-19043	105	17	function	function	NOUN
bracis-19043	105	18	that	that	PRON
bracis-19043	105	19	models	model	VERB
bracis-19043	105	20	the	the	DET
bracis-19043	105	21	noise	noise	NOUN
bracis-19043	105	22	.	.	PUNCT
bracis-19043	106	1	however	however	ADV
bracis-19043	106	2	,	,	PUNCT
bracis-19043	106	3	it	it	PRON
bracis-19043	106	4	does	do	AUX
bracis-19043	106	5	not	not	PART
bracis-19043	106	6	define	define	VERB
bracis-19043	106	7	noise	noise	NOUN
bracis-19043	106	8	thresholds	threshold	NOUN
bracis-19043	106	9	to	to	PART
bracis-19043	106	10	control	control	VERB
bracis-19043	106	11	the	the	DET
bracis-19043	106	12	number	number	NOUN
bracis-19043	106	13	of	of	ADP
bracis-19043	106	14	noise	noise	NOUN
bracis-19043	106	15	objects	object	NOUN
bracis-19043	106	16	and	and	CCONJ
bracis-19043	106	17	attributes	attribute	NOUN
bracis-19043	106	18	.	.	PUNCT
bracis-19043	107	1	it	it	PRON
bracis-19043	107	2	can	can	AUX
bracis-19043	107	3	automatically	automatically	ADV
bracis-19043	107	4	infer	infer	VERB
bracis-19043	107	5	the	the	DET
bracis-19043	107	6	number	number	NOUN
bracis-19043	107	7	of	of	ADP
bracis-19043	107	8	co	co	NOUN
bracis-19043	107	9	-	-	NOUN
bracis-19043	107	10	clusters	cluster	NOUN
bracis-19043	107	11	,	,	PUNCT
bracis-19043	107	12	besides	besides	SCONJ
bracis-19043	107	13	that	that	PRON
bracis-19043	107	14	,	,	PUNCT
bracis-19043	107	15	the	the	DET
bracis-19043	107	16	method	method	NOUN
bracis-19043	107	17	does	do	AUX
bracis-19043	107	18	not	not	PART
bracis-19043	107	19	consider	consider	VERB
bracis-19043	107	20	that	that	SCONJ
bracis-19043	107	21	the	the	DET
bracis-19043	107	22	order	order	NOUN
bracis-19043	107	23	of	of	ADP
bracis-19043	107	24	the	the	DET
bracis-19043	107	25	discovered	discover	VERB
bracis-19043	107	26	co	co	NOUN
bracis-19043	107	27	-	-	NOUN
bracis-19043	107	28	clusters	cluster	NOUN
bracis-19043	107	29	is	be	AUX
bracis-19043	107	30	relevant	relevant	ADJ
bracis-19043	107	31	in	in	ADP
bracis-19043	107	32	the	the	DET
bracis-19043	107	33	process	process	NOUN
bracis-19043	107	34	.	.	PUNCT
bracis-19043	108	1	li	li	PROPN
bracis-19043	109	1	[	[	X
bracis-19043	109	2	7	7	X
bracis-19043	109	3	]	]	PUNCT
bracis-19043	109	4	presented	present	VERB
bracis-19043	109	5	a	a	DET
bracis-19043	109	6	generalized	generalize	VERB
bracis-19043	109	7	overlapped	overlapped	ADJ
bracis-19043	109	8	co	co	ADJ
bracis-19043	109	9	-	-	ADJ
bracis-19043	109	10	clustering	clustering	ADJ
bracis-19043	109	11	approach	approach	NOUN
bracis-19043	109	12	that	that	PRON
bracis-19043	109	13	uses	use	VERB
bracis-19043	109	14	singular	singular	ADJ
bracis-19043	109	15	value	value	NOUN
bracis-19043	109	16	decomposition	decomposition	NOUN
bracis-19043	109	17	on	on	ADP
bracis-19043	109	18	the	the	DET
bracis-19043	109	19	binary	binary	PROPN
bracis-19043	109	20	data	data	PROPN
bracis-19043	109	21	matrix	matrix	NOUN
bracis-19043	109	22	to	to	PART
bracis-19043	109	23	identify	identify	VERB
bracis-19043	109	24	global	global	ADJ
bracis-19043	109	25	co	co	NOUN
bracis-19043	109	26	-	-	NOUN
bracis-19043	109	27	clusters	cluster	NOUN
bracis-19043	109	28	.	.	PUNCT
bracis-19043	110	1	this	this	DET
bracis-19043	110	2	method	method	NOUN
bracis-19043	110	3	does	do	AUX
bracis-19043	110	4	not	not	PART
bracis-19043	110	5	include	include	VERB
bracis-19043	110	6	noise	noise	NOUN
bracis-19043	110	7	automatically	automatically	ADV
bracis-19043	110	8	or	or	CCONJ
bracis-19043	110	9	by	by	ADP
bracis-19043	110	10	a	a	DET
bracis-19043	110	11	user	user	NOUN
bracis-19043	110	12	-	-	PUNCT
bracis-19043	110	13	defined	define	VERB
bracis-19043	110	14	noise	noise	NOUN
bracis-19043	110	15	threshold	threshold	NOUN
bracis-19043	110	16	;	;	PUNCT
bracis-19043	110	17	it	it	PRON
bracis-19043	110	18	searches	search	VERB
bracis-19043	110	19	for	for	ADP
bracis-19043	110	20	homogeneous	homogeneous	ADJ
bracis-19043	110	21	co	co	NOUN
bracis-19043	110	22	-	-	NOUN
bracis-19043	110	23	clusters	cluster	NOUN
bracis-19043	110	24	without	without	ADP
bracis-19043	110	25	noise	noise	NOUN
bracis-19043	110	26	.	.	PUNCT
bracis-19043	111	1	furthermore	furthermore	ADV
bracis-19043	111	2	,	,	PUNCT
bracis-19043	111	3	it	it	PRON
bracis-19043	111	4	can	can	AUX
bracis-19043	111	5	infer	infer	VERB
bracis-19043	111	6	the	the	DET
bracis-19043	111	7	number	number	NOUN
bracis-19043	111	8	of	of	ADP
bracis-19043	111	9	co	co	NOUN
bracis-19043	111	10	-	-	NOUN
bracis-19043	111	11	clusters	cluster	NOUN
bracis-19043	111	12	;	;	PUNCT
bracis-19043	111	13	however	however	ADV
bracis-19043	111	14	,	,	PUNCT
bracis-19043	111	15	it	it	PRON
bracis-19043	111	16	is	be	AUX
bracis-19043	111	17	not	not	PART
bracis-19043	111	18	guaranteed	guarantee	VERB
bracis-19043	111	19	to	to	PART
bracis-19043	111	20	converge	converge	VERB
bracis-19043	111	21	to	to	ADP
bracis-19043	111	22	the	the	DET
bracis-19043	111	23	optimum	optimum	ADJ
bracis-19043	111	24	number	number	NOUN
bracis-19043	111	25	.	.	PUNCT
bracis-19043	112	1	finally	finally	ADV
bracis-19043	112	2	,	,	PUNCT
bracis-19043	112	3	the	the	DET
bracis-19043	112	4	method	method	NOUN
bracis-19043	112	5	does	do	AUX
bracis-19043	112	6	not	not	PART
bracis-19043	112	7	show	show	VERB
bracis-19043	112	8	that	that	SCONJ
bracis-19043	112	9	the	the	DET
bracis-19043	112	10	discovered	discover	VERB
bracis-19043	112	11	order	order	NOUN
bracis-19043	112	12	of	of	ADP
bracis-19043	112	13	these	these	DET
bracis-19043	112	14	co	co	NOUN
bracis-19043	112	15	-	-	NOUN
bracis-19043	112	16	clusters	cluster	NOUN
bracis-19043	112	17	is	be	AUX
bracis-19043	112	18	relevant	relevant	ADJ
bracis-19043	112	19	to	to	ADP
bracis-19043	112	20	it	it	PRON
bracis-19043	112	21	.	.	PUNCT
bracis-19043	113	1	4	4	NUM
bracis-19043	113	2	the	the	DET
bracis-19043	113	3	overlapped	overlapped	ADJ
bracis-19043	113	4	co	co	ADJ
bracis-19043	113	5	-	-	ADJ
bracis-19043	113	6	clustering	clustering	ADJ
bracis-19043	113	7	approach	approach	NOUN
bracis-19043	113	8	in	in	ADP
bracis-19043	113	9	this	this	DET
bracis-19043	113	10	section	section	NOUN
bracis-19043	113	11	we	we	PRON
bracis-19043	113	12	present	present	VERB
bracis-19043	113	13	a	a	DET
bracis-19043	113	14	new	new	ADJ
bracis-19043	113	15	method	method	NOUN
bracis-19043	113	16	called	call	VERB
bracis-19043	113	17	ococlus	ococlus	ADJ
bracis-19043	113	18	(	(	PUNCT
bracis-19043	113	19	overlapped	overlapped	ADJ
bracis-19043	113	20	co	co	NOUN
bracis-19043	113	21	-	-	ADJ
bracis-19043	113	22	clustering	clustering	ADJ
bracis-19043	113	23	)	)	PUNCT
bracis-19043	113	24	for	for	ADP
bracis-19043	113	25	finding	find	VERB
bracis-19043	113	26	overlapped	overlapped	ADJ
bracis-19043	113	27	co	co	NOUN
bracis-19043	113	28	-	-	NOUN
bracis-19043	113	29	clusters	cluster	NOUN
bracis-19043	113	30	in	in	ADP
bracis-19043	113	31	a	a	DET
bracis-19043	113	32	binary	binary	ADJ
bracis-19043	113	33	dataset	dataset	NOUN
bracis-19043	113	34	by	by	ADP
bracis-19043	113	35	identifying	identify	VERB
bracis-19043	113	36	both	both	CCONJ
bracis-19043	113	37	global	global	ADJ
bracis-19043	113	38	and	and	CCONJ
bracis-19043	113	39	local	local	ADJ
bracis-19043	113	40	co	co	NOUN
bracis-19043	113	41	-	-	NOUN
bracis-19043	113	42	clusters	cluster	NOUN
bracis-19043	113	43	.	.	PUNCT
bracis-19043	114	1	ococlus	ococlus	ADJ
bracis-19043	114	2	searches	search	NOUN
bracis-19043	114	3	for	for	ADP
bracis-19043	114	4	the	the	DET
bracis-19043	114	5	co	co	NOUN
bracis-19043	114	6	-	-	NOUN
bracis-19043	114	7	occurrences	occurrence	NOUN
bracis-19043	114	8	between	between	ADP
bracis-19043	114	9	attributes	attribute	NOUN
bracis-19043	114	10	and	and	CCONJ
bracis-19043	114	11	objects	object	NOUN
bracis-19043	114	12	to	to	PART
bracis-19043	114	13	identify	identify	VERB
bracis-19043	114	14	co	co	NOUN
bracis-19043	114	15	-	-	NOUN
bracis-19043	114	16	clusters	cluster	NOUN
bracis-19043	114	17	where	where	SCONJ
bracis-19043	114	18	a	a	DET
bracis-19043	114	19	cost	cost	NOUN
bracis-19043	114	20	function	function	NOUN
bracis-19043	114	21	drives	drive	VERB
bracis-19043	114	22	the	the	DET
bracis-19043	114	23	co	co	ADJ
bracis-19043	114	24	-	-	ADJ
bracis-19043	114	25	clustering	clustering	ADJ
bracis-19043	114	26	process	process	NOUN
bracis-19043	114	27	.	.	PUNCT
bracis-19043	115	1	in	in	ADP
bracis-19043	115	2	the	the	DET
bracis-19043	115	3	following	following	NOUN
bracis-19043	115	4	we	we	PRON
bracis-19043	115	5	present	present	VERB
bracis-19043	115	6	the	the	DET
bracis-19043	115	7	method	method	NOUN
bracis-19043	115	8	definitions	definition	NOUN
bracis-19043	115	9	in	in	ADP
bracis-19043	115	10	sect	sect	NOUN
bracis-19043	115	11	.	.	PUNCT
bracis-19043	115	12	 	 	SPACE
bracis-19043	115	13	4.1	4.1	NUM
bracis-19043	115	14	and	and	CCONJ
bracis-19043	115	15	the	the	DET
bracis-19043	115	16	proposal	proposal	NOUN
bracis-19043	115	17	details	detail	NOUN
bracis-19043	115	18	in	in	ADP
bracis-19043	115	19	sect	sect	NOUN
bracis-19043	115	20	.	.	PUNCT
bracis-19043	115	21	 	 	SPACE
bracis-19043	116	1	4.2	4.2	NUM
bracis-19043	116	2	.	.	NOUN
bracis-19043	116	3	4.1	4.1	NUM
bracis-19043	116	4	method	method	NOUN
bracis-19043	116	5	definitions	definition	NOUN
bracis-19043	116	6	local	local	ADJ
bracis-19043	116	7	co	co	NOUN
bracis-19043	116	8	-	-	NOUN
bracis-19043	116	9	clusters	cluster	NOUN
bracis-19043	116	10	are	be	AUX
bracis-19043	116	11	patterns	pattern	NOUN
bracis-19043	116	12	in	in	ADP
bracis-19043	116	13	the	the	DET
bracis-19043	116	14	data	datum	NOUN
bracis-19043	116	15	related	relate	VERB
bracis-19043	116	16	to	to	ADP
bracis-19043	116	17	specific	specific	ADJ
bracis-19043	116	18	characteristics	characteristic	NOUN
bracis-19043	116	19	that	that	PRON
bracis-19043	116	20	are	be	AUX
bracis-19043	116	21	overlooked	overlook	VERB
bracis-19043	116	22	by	by	ADP
bracis-19043	116	23	global	global	ADJ
bracis-19043	116	24	co	co	NOUN
bracis-19043	116	25	-	-	NOUN
bracis-19043	116	26	clusters	cluster	NOUN
bracis-19043	116	27	since	since	SCONJ
bracis-19043	116	28	it	it	PRON
bracis-19043	116	29	finds	find	VERB
bracis-19043	116	30	clusters	cluster	NOUN
bracis-19043	116	31	which	which	PRON
bracis-19043	116	32	are	be	AUX
bracis-19043	116	33	in	in	ADP
bracis-19043	116	34	the	the	DET
bracis-19043	116	35	intersection	intersection	NOUN
bracis-19043	116	36	of	of	ADP
bracis-19043	116	37	objects	object	NOUN
bracis-19043	116	38	and	and	CCONJ
bracis-19043	116	39	attributes	attribute	NOUN
bracis-19043	116	40	of	of	ADP
bracis-19043	116	41	the	the	DET
bracis-19043	116	42	global	global	ADJ
bracis-19043	116	43	clusters	cluster	NOUN
bracis-19043	116	44	.	.	PUNCT
bracis-19043	117	1	thus	thus	ADV
bracis-19043	117	2	,	,	PUNCT
bracis-19043	117	3	we	we	PRON
bracis-19043	117	4	formally	formally	ADV
bracis-19043	117	5	define	define	VERB
bracis-19043	117	6	a	a	DET
bracis-19043	117	7	local	local	ADJ
bracis-19043	117	8	co	co	NOUN
bracis-19043	117	9	-	-	NOUN
bracis-19043	117	10	cluster	cluster	ADJ
bracis-19043	117	11	lc	lc	NOUN
bracis-19043	117	12	as	as	SCONJ
bracis-19043	117	13	follows	follow	VERB
bracis-19043	117	14	:	:	PUNCT
bracis-19043	117	15	definition	definition	NOUN
bracis-19043	117	16	6	6	NUM
bracis-19043	117	17	local	local	ADJ
bracis-19043	117	18	co	co	NOUN
bracis-19043	117	19	-	-	NOUN
bracis-19043	117	20	cluster	cluster	NOUN
bracis-19043	117	21	:	:	PUNCT
bracis-19043	117	22	let	let	VERB
bracis-19043	117	23	\(\prod	\(\prod	ADJ
bracis-19043	117	24	\	\	NOUN
bracis-19043	117	25	)	)	PUNCT
bracis-19043	117	26	be	be	AUX
bracis-19043	117	27	the	the	DET
bracis-19043	117	28	set	set	NOUN
bracis-19043	117	29	of	of	ADP
bracis-19043	117	30	co	co	NOUN
bracis-19043	117	31	-	-	NOUN
bracis-19043	117	32	clusters	cluster	NOUN
bracis-19043	117	33	,	,	PUNCT
bracis-19043	117	34	\(lc_{i}\	\(lc_{i}\	PROPN
bracis-19043	117	35	)	)	PUNCT
bracis-19043	117	36	be	be	VERB
bracis-19043	117	37	a	a	DET
bracis-19043	117	38	subset	subset	NOUN
bracis-19043	117	39	of	of	ADP
bracis-19043	117	40	objects	object	NOUN
bracis-19043	117	41	,	,	PUNCT
bracis-19043	117	42	\(lc_{j}\	\(lc_{j}\	PROPN
bracis-19043	117	43	)	)	PUNCT
bracis-19043	117	44	be	be	VERB
bracis-19043	117	45	a	a	DET
bracis-19043	117	46	subset	subset	NOUN
bracis-19043	117	47	of	of	ADP
bracis-19043	117	48	attributes	attribute	NOUN
bracis-19043	117	49	,	,	PUNCT
bracis-19043	117	50	c	c	X
bracis-19043	117	51	be	be	AUX
bracis-19043	117	52	the	the	DET
bracis-19043	117	53	co	co	NOUN
bracis-19043	117	54	-	-	NOUN
bracis-19043	117	55	cluster	cluster	NOUN
bracis-19043	117	56	in	in	ADP
bracis-19043	117	57	\(\prod	\(\prod	ADP
bracis-19043	117	58	\	\	NOUN
bracis-19043	117	59	)	)	PUNCT
bracis-19043	117	60	;	;	PUNCT
bracis-19043	117	61	a	a	DET
bracis-19043	117	62	local	local	ADJ
bracis-19043	117	63	co	co	NOUN
bracis-19043	117	64	-	-	NOUN
bracis-19043	117	65	cluster	cluster	NOUN
bracis-19043	117	66	is	be	AUX
bracis-19043	117	67	defined	define	VERB
bracis-19043	117	68	as	as	ADP
bracis-19043	117	69	\(lc	\(lc	ADJ
bracis-19043	117	70	=	=	SYM
bracis-19043	117	71	\langle	\langle	PROPN
bracis-19043	117	72	lc_{i},lc_{j}\rangle	lc_{i},lc_{j}\rangle	NOUN
bracis-19043	117	73	\	\	NOUN
bracis-19043	117	74	)	)	PUNCT
bracis-19043	117	75	,	,	PUNCT
bracis-19043	117	76	where	where	SCONJ
bracis-19043	117	77	the	the	DET
bracis-19043	117	78	object	object	NOUN
bracis-19043	117	79	intersections	intersection	NOUN
bracis-19043	117	80	of	of	ADP
bracis-19043	117	81	co	co	NOUN
bracis-19043	117	82	-	-	NOUN
bracis-19043	117	83	cluster	cluster	ADJ
bracis-19043	117	84	c	c	NOUN
bracis-19043	117	85	with	with	ADP
bracis-19043	117	86	the	the	DET
bracis-19043	117	87	co	co	NOUN
bracis-19043	117	88	-	-	NOUN
bracis-19043	117	89	clusters	cluster	NOUN
bracis-19043	117	90	in	in	ADP
bracis-19043	117	91	\(\prod	\(\prod	ADP
bracis-19043	117	92	\	\	NOUN
bracis-19043	117	93	)	)	PUNCT
bracis-19043	117	94	forms	form	NOUN
bracis-19043	117	95	\(lc_{i}\	\(lc_{i}\	NUM
bracis-19043	117	96	)	)	PUNCT
bracis-19043	117	97	,	,	PUNCT
bracis-19043	117	98	and	and	CCONJ
bracis-19043	117	99	the	the	DET
bracis-19043	117	100	union	union	NOUN
bracis-19043	117	101	of	of	ADP
bracis-19043	117	102	the	the	DET
bracis-19043	117	103	attributes	attribute	NOUN
bracis-19043	117	104	between	between	ADP
bracis-19043	117	105	c	c	PROPN
bracis-19043	117	106	and	and	CCONJ
bracis-19043	117	107	the	the	DET
bracis-19043	117	108	intersected	intersect	VERB
bracis-19043	117	109	co	co	NOUN
bracis-19043	117	110	-	-	NOUN
bracis-19043	117	111	clusters	cluster	NOUN
bracis-19043	117	112	in	in	ADP
bracis-19043	117	113	\(\prod	\(\prod	ADP
bracis-19043	117	114	\	\	NOUN
bracis-19043	117	115	)	)	PUNCT
bracis-19043	117	116	forms	form	VERB
bracis-19043	117	117	\(lc_{j}\	\(lc_{j}\	PROPN
bracis-19043	117	118	)	)	PUNCT
bracis-19043	117	119	.	.	PUNCT
bracis-19043	118	1	we	we	PRON
bracis-19043	118	2	propose	propose	VERB
bracis-19043	118	3	a	a	DET
bracis-19043	118	4	new	new	ADJ
bracis-19043	118	5	cost	cost	NOUN
bracis-19043	118	6	function	function	NOUN
bracis-19043	118	7	\(\mathcal	\(\mathcal	ADJ
bracis-19043	118	8	{	{	PUNCT
bracis-19043	118	9	f}\	f}\	NOUN
bracis-19043	118	10	)	)	PUNCT
bracis-19043	118	11	designed	design	VERB
bracis-19043	118	12	to	to	PART
bracis-19043	118	13	make	make	VERB
bracis-19043	118	14	the	the	DET
bracis-19043	118	15	overlapping	overlapping	ADJ
bracis-19043	118	16	and	and	CCONJ
bracis-19043	118	17	non	non	ADJ
bracis-19043	118	18	-	-	ADJ
bracis-19043	118	19	overlapping	overlapping	ADJ
bracis-19043	118	20	co	co	NOUN
bracis-19043	118	21	-	-	NOUN
bracis-19043	118	22	clusters	cluster	NOUN
bracis-19043	118	23	equally	equally	ADV
bracis-19043	118	24	important	important	ADJ
bracis-19043	118	25	including	include	VERB
bracis-19043	118	26	both	both	CCONJ
bracis-19043	118	27	global	global	ADJ
bracis-19043	118	28	and	and	CCONJ
bracis-19043	118	29	local	local	ADJ
bracis-19043	118	30	co	co	NOUN
bracis-19043	118	31	-	-	NOUN
bracis-19043	118	32	cluster	cluster	NOUN
bracis-19043	118	33	.	.	PUNCT
bracis-19043	119	1	the	the	DET
bracis-19043	119	2	difference	difference	NOUN
bracis-19043	119	3	between	between	ADP
bracis-19043	119	4	the	the	DET
bracis-19043	119	5	new	new	ADJ
bracis-19043	119	6	cost	cost	NOUN
bracis-19043	119	7	function	function	NOUN
bracis-19043	119	8	in	in	ADP
bracis-19043	119	9	definition	definition	NOUN
bracis-19043	119	10	 	 	SPACE
bracis-19043	119	11	7	7	NUM
bracis-19043	119	12	and	and	CCONJ
bracis-19043	119	13	the	the	DET
bracis-19043	119	14	cost	cost	NOUN
bracis-19043	119	15	function	function	NOUN
bracis-19043	119	16	given	give	VERB
bracis-19043	119	17	in	in	ADP
bracis-19043	119	18	definition	definition	NOUN
bracis-19043	119	19	2	2	NUM
bracis-19043	119	20	is	be	AUX
bracis-19043	119	21	that	that	SCONJ
bracis-19043	119	22	the	the	DET
bracis-19043	119	23	new	new	ADJ
bracis-19043	119	24	cost	cost	NOUN
bracis-19043	119	25	function	function	NOUN
bracis-19043	119	26	considers	consider	VERB
bracis-19043	119	27	just	just	ADV
bracis-19043	119	28	the	the	DET
bracis-19043	119	29	size	size	NOUN
bracis-19043	119	30	of	of	ADP
bracis-19043	119	31	the	the	DET
bracis-19043	119	32	co	co	NOUN
bracis-19043	119	33	-	-	NOUN
bracis-19043	119	34	cluster	cluster	NOUN
bracis-19043	119	35	and	and	CCONJ
bracis-19043	119	36	the	the	DET
bracis-19043	119	37	quantity	quantity	NOUN
bracis-19043	119	38	of	of	ADP
bracis-19043	119	39	noise	noise	NOUN
bracis-19043	119	40	that	that	PRON
bracis-19043	119	41	can	can	AUX
bracis-19043	119	42	be	be	AUX
bracis-19043	119	43	included	include	VERB
bracis-19043	119	44	in	in	ADP
bracis-19043	119	45	the	the	DET
bracis-19043	119	46	co	co	NOUN
bracis-19043	119	47	-	-	NOUN
bracis-19043	119	48	cluster	cluster	NOUN
bracis-19043	119	49	.	.	PUNCT
bracis-19043	120	1	however	however	ADV
bracis-19043	120	2	,	,	PUNCT
bracis-19043	120	3	the	the	DET
bracis-19043	120	4	cost	cost	NOUN
bracis-19043	120	5	function	function	NOUN
bracis-19043	120	6	in	in	ADP
bracis-19043	120	7	definition	definition	NOUN
bracis-19043	120	8	2	2	NUM
bracis-19043	120	9	weights	weight	VERB
bracis-19043	120	10	the	the	DET
bracis-19043	120	11	relevance	relevance	NOUN
bracis-19043	120	12	of	of	ADP
bracis-19043	120	13	the	the	DET
bracis-19043	120	14	patterns	pattern	NOUN
bracis-19043	120	15	regarding	regard	VERB
bracis-19043	120	16	its	its	PRON
bracis-19043	120	17	size	size	NOUN
bracis-19043	120	18	,	,	PUNCT
bracis-19043	120	19	it	it	PRON
bracis-19043	120	20	penalizes	penalize	VERB
bracis-19043	120	21	the	the	DET
bracis-19043	120	22	patterns	pattern	NOUN
bracis-19043	120	23	that	that	PRON
bracis-19043	120	24	cover	cover	VERB
bracis-19043	120	25	an	an	DET
bracis-19043	120	26	element	element	NOUN
bracis-19043	120	27	already	already	ADV
bracis-19043	120	28	covered	cover	VERB
bracis-19043	120	29	and	and	CCONJ
bracis-19043	120	30	does	do	AUX
bracis-19043	120	31	not	not	PART
bracis-19043	120	32	include	include	VERB
bracis-19043	120	33	an	an	DET
bracis-19043	120	34	element	element	NOUN
bracis-19043	120	35	into	into	ADP
bracis-19043	120	36	the	the	DET
bracis-19043	120	37	expected	expect	VERB
bracis-19043	120	38	pattern	pattern	NOUN
bracis-19043	120	39	.	.	PUNCT
bracis-19043	121	1	from	from	ADP
bracis-19043	121	2	that	that	PRON
bracis-19043	121	3	,	,	PUNCT
bracis-19043	121	4	we	we	PRON
bracis-19043	121	5	define	define	VERB
bracis-19043	121	6	the	the	DET
bracis-19043	121	7	new	new	ADJ
bracis-19043	121	8	cost	cost	NOUN
bracis-19043	121	9	function	function	NOUN
bracis-19043	121	10	\(\mathcal	\(\mathcal	ADJ
bracis-19043	121	11	{	{	PUNCT
bracis-19043	121	12	f}\	f}\	NOUN
bracis-19043	121	13	)	)	PUNCT
bracis-19043	121	14	as	as	SCONJ
bracis-19043	121	15	follows	follow	VERB
bracis-19043	121	16	:	:	PUNCT
bracis-19043	121	17	definition	definition	NOUN
bracis-19043	121	18	7	7	NUM
bracis-19043	121	19	cost	cost	NOUN
bracis-19043	121	20	function	function	NOUN
bracis-19043	121	21	:	:	PUNCT
bracis-19043	121	22	let	let	VERB
bracis-19043	121	23	\(\prod	\(\prod	ADJ
bracis-19043	121	24	\	\	NOUN
bracis-19043	121	25	)	)	PUNCT
bracis-19043	121	26	be	be	AUX
bracis-19043	121	27	the	the	DET
bracis-19043	121	28	set	set	NOUN
bracis-19043	121	29	of	of	ADP
bracis-19043	121	30	co	co	NOUN
bracis-19043	121	31	-	-	NOUN
bracis-19043	121	32	clusters	cluster	NOUN
bracis-19043	121	33	,	,	PUNCT
bracis-19043	121	34	d	d	X
bracis-19043	121	35	be	be	AUX
bracis-19043	121	36	the	the	DET
bracis-19043	121	37	binary	binary	ADJ
bracis-19043	121	38	matrix	matrix	NOUN
bracis-19043	121	39	,	,	PUNCT
bracis-19043	121	40	\(c^{*}\	\(c^{*}\	NOUN
bracis-19043	121	41	)	)	PUNCT
bracis-19043	121	42	be	be	VERB
bracis-19043	121	43	the	the	DET
bracis-19043	121	44	co	co	NOUN
bracis-19043	121	45	-	-	NOUN
bracis-19043	121	46	cluster	cluster	NOUN
bracis-19043	121	47	,	,	PUNCT
bracis-19043	121	48	\(||c^{*}_{j}||\	\(||c^{*}_{j}||\	NOUN
bracis-19043	121	49	)	)	PUNCT
bracis-19043	121	50	and	and	CCONJ
bracis-19043	121	51	\(||c^{*}_{i}||\	\(||c^{*}_{i}||\	VERB
bracis-19043	121	52	)	)	PUNCT
bracis-19043	121	53	be	be	VERB
bracis-19043	121	54	the	the	DET
bracis-19043	121	55	size	size	NOUN
bracis-19043	121	56	of	of	ADP
bracis-19043	121	57	the	the	DET
bracis-19043	121	58	subsets	subset	NOUN
bracis-19043	121	59	of	of	ADP
bracis-19043	121	60	attributes	attribute	NOUN
bracis-19043	121	61	/	/	SYM
bracis-19043	121	62	objects	object	NOUN
bracis-19043	121	63	that	that	PRON
bracis-19043	121	64	define	define	VERB
bracis-19043	121	65	\(c^{*}\	\(c^{*}\	NOUN
bracis-19043	121	66	)	)	PUNCT
bracis-19043	121	67	,	,	PUNCT
bracis-19043	121	68	\(\mathcal	\(\mathcal	X
bracis-19043	121	69	{	{	PUNCT
bracis-19043	121	70	n}\	n}\	NOUN
bracis-19043	121	71	)	)	PUNCT
bracis-19043	121	72	be	be	AUX
bracis-19043	121	73	the	the	DET
bracis-19043	121	74	number	number	NOUN
bracis-19043	121	75	of	of	ADP
bracis-19043	121	76	noise	noise	NOUN
bracis-19043	121	77	elements	element	NOUN
bracis-19043	121	78	included	include	VERB
bracis-19043	121	79	in	in	ADP
bracis-19043	121	80	\(c^{*}\	\(c^{*}\	NOUN
bracis-19043	121	81	)	)	PUNCT
bracis-19043	121	82	(	(	PUNCT
bracis-19043	121	83	\(d_{ij}=0\	\(d_{ij}=0\	NOUN
bracis-19043	121	84	)	)	PUNCT
bracis-19043	121	85	)	)	PUNCT
bracis-19043	121	86	,	,	PUNCT
bracis-19043	121	87	and	and	CCONJ
bracis-19043	121	88	h	h	NOUN
bracis-19043	121	89	be	be	VERB
bracis-19043	121	90	the	the	DET
bracis-19043	121	91	part	part	NOUN
bracis-19043	121	92	that	that	PRON
bracis-19043	121	93	does	do	AUX
bracis-19043	121	94	not	not	PART
bracis-19043	121	95	consider	consider	VERB
bracis-19043	121	96	noise	noise	NOUN
bracis-19043	121	97	data	datum	NOUN
bracis-19043	121	98	;	;	PUNCT
bracis-19043	121	99	a	a	DET
bracis-19043	121	100	cost	cost	NOUN
bracis-19043	121	101	function	function	NOUN
bracis-19043	121	102	\(\mathcal	\(\mathcal	ADJ
bracis-19043	121	103	{	{	PUNCT
bracis-19043	121	104	f}\	f}\	NOUN
bracis-19043	121	105	)	)	PUNCT
bracis-19043	121	106	is	be	AUX
bracis-19043	121	107	defined	define	VERB
bracis-19043	121	108	as	as	ADP
bracis-19043	121	109	\(\mathcal	\(\mathcal	ADJ
bracis-19043	121	110	{	{	PUNCT
bracis-19043	121	111	f}(\prod	f}(\prod	NOUN
bracis-19043	121	112	,	,	PUNCT
bracis-19043	121	113	\mathbf{d	\mathbf{d	NOUN
bracis-19043	121	114	}	}	PUNCT
bracis-19043	121	115	)	)	PUNCT
bracis-19043	122	1	=	=	SYM
bracis-19043	122	2	h	h	PROPN
bracis-19043	123	1	+	+	CCONJ
bracis-19043	123	2	\mathcal	\mathcal	PROPN
bracis-19043	123	3	{	{	PUNCT
bracis-19043	123	4	n}\	n}\	NUM
bracis-19043	123	5	)	)	PUNCT
bracis-19043	123	6	,	,	PUNCT
bracis-19043	123	7	where	where	SCONJ
bracis-19043	123	8	\(h	\(h	NOUN
bracis-19043	123	9	=	=	PRON
bracis-19043	123	10	{	{	PUNCT
bracis-19043	123	11	\sum	\sum	NOUN
bracis-19043	123	12	_	_	PUNCT
bracis-19043	123	13	{	{	PUNCT
bracis-19043	123	14	c^{*}\in	c^{*}\in	PROPN
bracis-19043	123	15	{	{	PUNCT
bracis-19043	123	16	\prod	\prod	PROPN
bracis-19043	123	17	}	}	PUNCT
bracis-19043	123	18	}	}	PUNCT
bracis-19043	123	19	}	}	PUNCT
bracis-19043	123	20	(	(	PUNCT
bracis-19043	123	21	||c^{*}_{i}||	||c^{*}_{i}||	PUNCT
bracis-19043	123	22	+	+	CCONJ
bracis-19043	123	23	||c^{*}_{j}||	||c^{*}_{j}||	X
bracis-19043	123	24	)	)	PUNCT
bracis-19043	123	25	(	(	PUNCT
bracis-19043	123	26	||c^{*}_{i}||	||c^{*}_{i}||	ADV
bracis-19043	123	27	\times	\times	ADP
bracis-19043	123	28	||c^{*}_{j}||)\	||c^{*}_{j}||)\	NUM
bracis-19043	123	29	)	)	PUNCT
bracis-19043	123	30	.	.	PUNCT
bracis-19043	124	1	thus	thus	ADV
bracis-19043	124	2	,	,	PUNCT
bracis-19043	124	3	the	the	DET
bracis-19043	124	4	objective	objective	NOUN
bracis-19043	124	5	is	be	AUX
bracis-19043	124	6	to	to	PART
bracis-19043	124	7	minimize	minimize	VERB
bracis-19043	124	8	\(\mathcal	\(\mathcal	ADJ
bracis-19043	124	9	{	{	PUNCT
bracis-19043	124	10	f}\	f}\	NOUN
bracis-19043	124	11	)	)	PUNCT
bracis-19043	124	12	regarding	regard	VERB
bracis-19043	124	13	\(c^{*}_{i}\	\(c^{*}_{i}\	PROPN
bracis-19043	124	14	)	)	PUNCT
bracis-19043	124	15	,	,	PUNCT
bracis-19043	124	16	\(c^{*}_{j}\	\(c^{*}_{j}\	NOUN
bracis-19043	124	17	)	)	PUNCT
bracis-19043	124	18	and	and	CCONJ
bracis-19043	124	19	\(\mathcal	\(\mathcal	ADJ
bracis-19043	124	20	{	{	PUNCT
bracis-19043	124	21	n}\	n}\	NUM
bracis-19043	124	22	)	)	PUNCT
bracis-19043	124	23	.	.	PUNCT
bracis-19043	125	1	regarding	regard	VERB
bracis-19043	125	2	the	the	DET
bracis-19043	125	3	new	new	ADJ
bracis-19043	125	4	cost	cost	NOUN
bracis-19043	125	5	function	function	NOUN
bracis-19043	125	6	\(\mathcal	\(\mathcal	ADJ
bracis-19043	125	7	{	{	PUNCT
bracis-19043	125	8	f}\	f}\	NOUN
bracis-19043	125	9	)	)	PUNCT
bracis-19043	125	10	,	,	PUNCT
bracis-19043	125	11	part	part	NOUN
bracis-19043	125	12	h	h	NOUN
bracis-19043	125	13	contributes	contribute	VERB
bracis-19043	125	14	to	to	ADP
bracis-19043	125	15	the	the	DET
bracis-19043	125	16	cost	cost	NOUN
bracis-19043	125	17	function	function	NOUN
bracis-19043	125	18	evaluating	evaluate	VERB
bracis-19043	125	19	co	co	NOUN
bracis-19043	125	20	-	-	NOUN
bracis-19043	125	21	clusters	cluster	NOUN
bracis-19043	125	22	without	without	ADP
bracis-19043	125	23	noise	noise	NOUN
bracis-19043	125	24	,	,	PUNCT
bracis-19043	125	25	while	while	SCONJ
bracis-19043	125	26	part	part	NOUN
bracis-19043	125	27	\(\mathcal	\(\mathcal	ADJ
bracis-19043	125	28	{	{	PUNCT
bracis-19043	125	29	n}\	n}\	NOUN
bracis-19043	125	30	)	)	PUNCT
bracis-19043	125	31	contributes	contribute	VERB
bracis-19043	125	32	by	by	ADP
bracis-19043	125	33	allowing	allow	VERB
bracis-19043	125	34	some	some	DET
bracis-19043	125	35	noise	noise	NOUN
bracis-19043	125	36	data	datum	NOUN
bracis-19043	125	37	regarding	regard	VERB
bracis-19043	125	38	the	the	DET
bracis-19043	125	39	maximum	maximum	ADJ
bracis-19043	125	40	noise	noise	NOUN
bracis-19043	125	41	thresholds	threshold	NOUN
bracis-19043	125	42	.	.	PUNCT
bracis-19043	126	1	once	once	SCONJ
bracis-19043	126	2	we	we	PRON
bracis-19043	126	3	have	have	AUX
bracis-19043	126	4	already	already	ADV
bracis-19043	126	5	formalized	formalize	VERB
bracis-19043	126	6	the	the	DET
bracis-19043	126	7	main	main	ADJ
bracis-19043	126	8	definitions	definition	NOUN
bracis-19043	126	9	,	,	PUNCT
bracis-19043	126	10	it	it	PRON
bracis-19043	126	11	is	be	AUX
bracis-19043	126	12	simple	simple	ADJ
bracis-19043	126	13	to	to	PART
bracis-19043	126	14	define	define	VERB
bracis-19043	126	15	the	the	DET
bracis-19043	126	16	overlapped	overlapped	ADJ
bracis-19043	126	17	co	co	NOUN
bracis-19043	126	18	-	-	NOUN
bracis-19043	126	19	cluster	cluster	NOUN
bracis-19043	126	20	used	use	VERB
bracis-19043	126	21	to	to	PART
bracis-19043	126	22	represent	represent	VERB
bracis-19043	126	23	the	the	DET
bracis-19043	126	24	global	global	ADJ
bracis-19043	126	25	and	and	CCONJ
bracis-19043	126	26	local	local	ADJ
bracis-19043	126	27	patterns	pattern	NOUN
bracis-19043	126	28	as	as	SCONJ
bracis-19043	126	29	follows	follow	VERB
bracis-19043	126	30	:	:	PUNCT
bracis-19043	126	31	definition	definition	NOUN
bracis-19043	126	32	8	8	NUM
bracis-19043	126	33	overlapped	overlapped	ADJ
bracis-19043	126	34	co	co	NOUN
bracis-19043	126	35	-	-	NOUN
bracis-19043	126	36	cluster	cluster	NOUN
bracis-19043	126	37	:	:	PUNCT
bracis-19043	126	38	let	let	VERB
bracis-19043	126	39	\(\prod	\(\prod	ADJ
bracis-19043	126	40	\	\	NOUN
bracis-19043	126	41	)	)	PUNCT
bracis-19043	126	42	be	be	AUX
bracis-19043	126	43	the	the	DET
bracis-19043	126	44	set	set	NOUN
bracis-19043	126	45	of	of	ADP
bracis-19043	126	46	co	co	NOUN
bracis-19043	126	47	-	-	NOUN
bracis-19043	126	48	clusters	cluster	NOUN
bracis-19043	126	49	,	,	PUNCT
bracis-19043	126	50	x	x	PRON
bracis-19043	126	51	be	be	AUX
bracis-19043	126	52	the	the	DET
bracis-19043	126	53	co	co	NOUN
bracis-19043	126	54	-	-	NOUN
bracis-19043	126	55	cluster	cluster	NOUN
bracis-19043	126	56	\(\in	\(\in	NOUN
bracis-19043	126	57	\prod	\prod	PROPN
bracis-19043	126	58	\	\	NOUN
bracis-19043	126	59	)	)	PUNCT
bracis-19043	126	60	with	with	ADP
bracis-19043	126	61	its	its	PRON
bracis-19043	126	62	subset	subset	NOUN
bracis-19043	126	63	of	of	ADP
bracis-19043	126	64	attributes	attribute	NOUN
bracis-19043	126	65	\(x_{j}\	\(x_{j}\	NOUN
bracis-19043	126	66	)	)	PUNCT
bracis-19043	126	67	and	and	CCONJ
bracis-19043	126	68	objects	object	VERB
bracis-19043	126	69	\(x_{i}\	\(x_{i}\	PRON
bracis-19043	126	70	)	)	PUNCT
bracis-19043	126	71	,	,	PUNCT
bracis-19043	126	72	op	op	NOUN
bracis-19043	126	73	be	be	VERB
bracis-19043	126	74	the	the	DET
bracis-19043	126	75	set	set	NOUN
bracis-19043	126	76	of	of	ADP
bracis-19043	126	77	co	co	NOUN
bracis-19043	126	78	-	-	NOUN
bracis-19043	126	79	clusters	cluster	NOUN
bracis-19043	126	80	\(\in	\(\in	NOUN
bracis-19043	126	81	\prod	\prod	PROPN
bracis-19043	126	82	\	\	NOUN
bracis-19043	126	83	)	)	PUNCT
bracis-19043	126	84	that	that	SCONJ
bracis-19043	126	85	intersect	intersect	ADJ
bracis-19043	126	86	\(x_{i}\	\(x_{i}\	NOUN
bracis-19043	126	87	)	)	PUNCT
bracis-19043	126	88	,	,	PUNCT
bracis-19043	126	89	and	and	CCONJ
bracis-19043	126	90	\(op_{j}\	\(op_{j}\	NUM
bracis-19043	126	91	)	)	PUNCT
bracis-19043	126	92	and	and	CCONJ
bracis-19043	126	93	\(op_{i}\	\(op_{i}\	NUM
bracis-19043	126	94	)	)	PUNCT
bracis-19043	126	95	be	be	VERB
bracis-19043	126	96	the	the	DET
bracis-19043	126	97	subset	subset	NOUN
bracis-19043	126	98	of	of	ADP
bracis-19043	126	99	attributes	attribute	NOUN
bracis-19043	126	100	and	and	CCONJ
bracis-19043	126	101	objects	object	NOUN
bracis-19043	126	102	of	of	ADP
bracis-19043	126	103	op	op	NOUN
bracis-19043	126	104	;	;	PUNCT
bracis-19043	126	105	an	an	DET
bracis-19043	126	106	overlapped	overlapped	ADJ
bracis-19043	126	107	co	co	NOUN
bracis-19043	126	108	-	-	NOUN
bracis-19043	126	109	cluster	cluster	NOUN
bracis-19043	126	110	is	be	AUX
bracis-19043	126	111	formally	formally	ADV
bracis-19043	126	112	defined	define	VERB
bracis-19043	126	113	as	as	ADP
bracis-19043	126	114	\(oc	\(oc	NOUN
bracis-19043	126	115	=	=	PUNCT
bracis-19043	126	116	\langle	\langle	PROPN
bracis-19043	126	117	x_{j	x_{j	PROPN
bracis-19043	126	118	}	}	PUNCT
bracis-19043	126	119	\cup	\cup	VERB
bracis-19043	126	120	op_{j	op_{j	ADV
bracis-19043	126	121	}	}	PUNCT
bracis-19043	126	122	,	,	PUNCT
bracis-19043	126	123	x_{i	x_{i	PROPN
bracis-19043	126	124	}	}	PUNCT
bracis-19043	126	125	\cap	\cap	PROPN
bracis-19043	126	126	op_{i}\rangle	op_{i}\rangle	PROPN
bracis-19043	126	127	\	\	NOUN
bracis-19043	126	128	)	)	PUNCT
bracis-19043	126	129	.	.	PUNCT
bracis-19043	127	1	considering	consider	VERB
bracis-19043	127	2	the	the	DET
bracis-19043	127	3	definition	definition	NOUN
bracis-19043	127	4	8	8	NUM
bracis-19043	127	5	,	,	PUNCT
bracis-19043	127	6	the	the	DET
bracis-19043	127	7	subset	subset	NOUN
bracis-19043	127	8	of	of	ADP
bracis-19043	127	9	objects	object	NOUN
bracis-19043	127	10	of	of	ADP
bracis-19043	127	11	\(oc_{i}\	\(oc_{i}\	PROPN
bracis-19043	127	12	)	)	PUNCT
bracis-19043	127	13	is	be	AUX
bracis-19043	127	14	formed	form	VERB
bracis-19043	127	15	by	by	ADP
bracis-19043	127	16	the	the	DET
bracis-19043	127	17	nested	nested	ADJ
bracis-19043	127	18	intersection	intersection	NOUN
bracis-19043	127	19	of	of	ADP
bracis-19043	127	20	objects	object	NOUN
bracis-19043	127	21	between	between	ADP
bracis-19043	127	22	\(x_{i}\	\(x_{i}\	PROPN
bracis-19043	127	23	)	)	PUNCT
bracis-19043	127	24	and	and	CCONJ
bracis-19043	127	25	\(op_{i}\	\(op_{i}\	NUM
bracis-19043	127	26	)	)	PUNCT
bracis-19043	127	27	(	(	PUNCT
bracis-19043	127	28	\(x_{i	\(x_{i	PROPN
bracis-19043	127	29	}	}	PUNCT
bracis-19043	127	30	\cap	\cap	NOUN
bracis-19043	127	31	op_{i}\	op_{i}\	ADJ
bracis-19043	127	32	)	)	PUNCT
bracis-19043	127	33	)	)	PUNCT
bracis-19043	127	34	,	,	PUNCT
bracis-19043	127	35	and	and	CCONJ
bracis-19043	127	36	the	the	DET
bracis-19043	127	37	subset	subset	NOUN
bracis-19043	127	38	of	of	ADP
bracis-19043	127	39	attributes	attribute	NOUN
bracis-19043	127	40	\(oc_{j}\	\(oc_{j}\	NUM
bracis-19043	127	41	)	)	PUNCT
bracis-19043	127	42	by	by	ADP
bracis-19043	127	43	joining	join	VERB
bracis-19043	127	44	the	the	DET
bracis-19043	127	45	attributes	attribute	NOUN
bracis-19043	127	46	of	of	ADP
bracis-19043	127	47	\(x_{j}\	\(x_{j}\	NOUN
bracis-19043	127	48	)	)	PUNCT
bracis-19043	127	49	with	with	ADP
bracis-19043	127	50	\(op_{j}\	\(op_{j}\	NUM
bracis-19043	127	51	)	)	PUNCT
bracis-19043	127	52	(	(	PUNCT
bracis-19043	127	53	\(x_{j	\(x_{j	NOUN
bracis-19043	127	54	}	}	PUNCT
bracis-19043	127	55	\cup	\cup	VERB
bracis-19043	127	56	op_{j}\	op_{j}\	NOUN
bracis-19043	127	57	)	)	PUNCT
bracis-19043	127	58	)	)	PUNCT
bracis-19043	127	59	.	.	PUNCT
bracis-19043	128	1	4.2	4.2	NUM
bracis-19043	128	2	method	method	NOUN
bracis-19043	128	3	description	description	NOUN
bracis-19043	128	4	algorithm	algorithm	NOUN
bracis-19043	128	5	 	 	SPACE
bracis-19043	128	6	1	1	NUM
bracis-19043	128	7	is	be	AUX
bracis-19043	128	8	the	the	DET
bracis-19043	128	9	main	main	ADJ
bracis-19043	128	10	algorithm	algorithm	NOUN
bracis-19043	128	11	that	that	PRON
bracis-19043	128	12	organizes	organize	VERB
bracis-19043	128	13	our	our	PRON
bracis-19043	128	14	approach	approach	NOUN
bracis-19043	128	15	.	.	PUNCT
bracis-19043	129	1	it	it	PRON
bracis-19043	129	2	receives	receive	VERB
bracis-19043	129	3	four	four	NUM
bracis-19043	129	4	input	input	NOUN
bracis-19043	129	5	parameters	parameter	NOUN
bracis-19043	129	6	:	:	PUNCT
bracis-19043	129	7	the	the	DET
bracis-19043	129	8	matrix	matrix	NOUN
bracis-19043	129	9	  	  	SPACE
bracis-19043	129	10	d	d	PROPN
bracis-19043	129	11	,	,	PUNCT
bracis-19043	129	12	the	the	DET
bracis-19043	129	13	number	number	NOUN
bracis-19043	129	14	of	of	ADP
bracis-19043	129	15	co	co	NOUN
bracis-19043	129	16	-	-	NOUN
bracis-19043	129	17	clusters	cluster	NOUN
bracis-19043	129	18	k	k	NOUN
bracis-19043	129	19	,	,	PUNCT
bracis-19043	129	20	the	the	DET
bracis-19043	129	21	object	object	NOUN
bracis-19043	129	22	noise	noise	NOUN
bracis-19043	129	23	threshold	threshold	NOUN
bracis-19043	129	24	 	 	SPACE
bracis-19043	129	25	\(\epsilon	\(\epsilon	NOUN
bracis-19043	129	26	_	_	PROPN
bracis-19043	129	27	{	{	PUNCT
bracis-19043	129	28	i}\	i}\	NUM
bracis-19043	129	29	)	)	PUNCT
bracis-19043	129	30	and	and	CCONJ
bracis-19043	129	31	the	the	DET
bracis-19043	129	32	attribute	attribute	NOUN
bracis-19043	129	33	noise	noise	NOUN
bracis-19043	129	34	threshold	threshold	NOUN
bracis-19043	129	35	 	 	SPACE
bracis-19043	129	36	\(\epsilon	\(\epsilon	NOUN
bracis-19043	129	37	_	_	NOUN
bracis-19043	129	38	{	{	PUNCT
bracis-19043	129	39	j}\	j}\	PROPN
bracis-19043	129	40	)	)	PUNCT
bracis-19043	129	41	.	.	PUNCT
bracis-19043	130	1	as	as	ADP
bracis-19043	130	2	a	a	DET
bracis-19043	130	3	result	result	NOUN
bracis-19043	130	4	,	,	PUNCT
bracis-19043	130	5	it	it	PRON
bracis-19043	130	6	outputs	output	VERB
bracis-19043	130	7	a	a	DET
bracis-19043	130	8	set	set	NOUN
bracis-19043	130	9	of	of	ADP
bracis-19043	130	10	co	co	NOUN
bracis-19043	130	11	-	-	NOUN
bracis-19043	130	12	clusters	cluster	NOUN
bracis-19043	130	13	\(\varphi	\(\varphi	ADJ
bracis-19043	130	14	\	\	NOUN
bracis-19043	130	15	)	)	PUNCT
bracis-19043	130	16	which	which	PRON
bracis-19043	130	17	contain	contain	VERB
bracis-19043	130	18	k	k	PROPN
bracis-19043	130	19	co	co	NOUN
bracis-19043	130	20	-	-	NOUN
bracis-19043	130	21	clusters	cluster	NOUN
bracis-19043	130	22	that	that	PRON
bracis-19043	130	23	can	can	AUX
bracis-19043	130	24	overlap	overlap	VERB
bracis-19043	130	25	.	.	PUNCT
bracis-19043	131	1	in	in	ADP
bracis-19043	131	2	algorithm	algorithm	NOUN
bracis-19043	131	3	 	 	SPACE
bracis-19043	131	4	1	1	NUM
bracis-19043	131	5	,	,	PUNCT
bracis-19043	131	6	the	the	DET
bracis-19043	131	7	set	set	NOUN
bracis-19043	131	8	of	of	ADP
bracis-19043	131	9	co	co	NOUN
bracis-19043	131	10	-	-	NOUN
bracis-19043	131	11	clusters	cluster	NOUN
bracis-19043	131	12	\(\prod	\(\prod	SYM
bracis-19043	131	13	\	\	NOUN
bracis-19043	131	14	)	)	PUNCT
bracis-19043	131	15	is	be	AUX
bracis-19043	131	16	set	set	VERB
bracis-19043	131	17	as	as	ADP
bracis-19043	131	18	empty	empty	ADJ
bracis-19043	131	19	(	(	PUNCT
bracis-19043	131	20	line	line	NOUN
bracis-19043	131	21	1	1	NUM
bracis-19043	131	22	)	)	PUNCT
bracis-19043	131	23	,	,	PUNCT
bracis-19043	131	24	and	and	CCONJ
bracis-19043	131	25	the	the	DET
bracis-19043	131	26	residual	residual	ADJ
bracis-19043	131	27	matrix	matrix	NOUN
bracis-19043	131	28	\(d_r\	\(d_r\	NOUN
bracis-19043	131	29	)	)	PUNCT
bracis-19043	131	30	is	be	AUX
bracis-19043	131	31	initiated	initiate	VERB
bracis-19043	131	32	with	with	ADP
bracis-19043	131	33	d	d	PROPN
bracis-19043	131	34	,	,	PUNCT
bracis-19043	131	35	which	which	PRON
bracis-19043	131	36	is	be	AUX
bracis-19043	131	37	used	use	VERB
bracis-19043	131	38	to	to	PART
bracis-19043	131	39	find	find	VERB
bracis-19043	131	40	uncovered	uncovered	ADJ
bracis-19043	131	41	co	co	NOUN
bracis-19043	131	42	-	-	NOUN
bracis-19043	131	43	clusters	cluster	NOUN
bracis-19043	131	44	in	in	ADP
bracis-19043	131	45	d	d	PROPN
bracis-19043	131	46	(	(	PUNCT
bracis-19043	131	47	line	line	NOUN
bracis-19043	131	48	2	2	NUM
bracis-19043	131	49	)	)	PUNCT
bracis-19043	131	50	.	.	PUNCT
bracis-19043	132	1	the	the	DET
bracis-19043	132	2	algorithm	algorithm	NOUN
bracis-19043	132	3	iterates	iterate	VERB
bracis-19043	132	4	over	over	ADP
bracis-19043	132	5	findpurecocluster	findpurecocluster	NOUN
bracis-19043	132	6	(	(	PUNCT
bracis-19043	132	7	line	line	NOUN
bracis-19043	132	8	4	4	NUM
bracis-19043	132	9	)	)	PUNCT
bracis-19043	132	10	and	and	CCONJ
bracis-19043	132	11	expandpurecocluster	expandpurecocluster	NOUN
bracis-19043	132	12	(	(	PUNCT
bracis-19043	132	13	line	line	NOUN
bracis-19043	132	14	5	5	NUM
bracis-19043	132	15	)	)	PUNCT
bracis-19043	132	16	methods	method	NOUN
bracis-19043	132	17	at	at	ADP
bracis-19043	132	18	most	most	ADJ
bracis-19043	132	19	k	k	PROPN
bracis-19043	132	20	times	time	NOUN
bracis-19043	132	21	,	,	PUNCT
bracis-19043	132	22	where	where	SCONJ
bracis-19043	132	23	k	k	PROPN
bracis-19043	132	24	is	be	AUX
bracis-19043	132	25	the	the	DET
bracis-19043	132	26	maximum	maximum	ADJ
bracis-19043	132	27	number	number	NOUN
bracis-19043	132	28	of	of	ADP
bracis-19043	132	29	co	co	NOUN
bracis-19043	132	30	-	-	NOUN
bracis-19043	132	31	clusters	cluster	NOUN
bracis-19043	132	32	(	(	PUNCT
bracis-19043	132	33	line	line	NOUN
bracis-19043	132	34	3	3	NUM
bracis-19043	132	35	)	)	PUNCT
bracis-19043	132	36	.	.	PUNCT
bracis-19043	133	1	in	in	ADP
bracis-19043	133	2	findpurecocluster	findpurecocluster	ADJ
bracis-19043	133	3	method	method	NOUN
bracis-19043	133	4	,	,	PUNCT
bracis-19043	133	5	the	the	DET
bracis-19043	133	6	attributes	attribute	NOUN
bracis-19043	133	7	in	in	ADP
bracis-19043	133	8	\(d_{r}\	\(d_{r}\	PROPN
bracis-19043	133	9	)	)	PUNCT
bracis-19043	133	10	are	be	AUX
bracis-19043	133	11	sorted	sort	VERB
bracis-19043	133	12	in	in	ADP
bracis-19043	133	13	descending	descend	VERB
bracis-19043	133	14	order	order	NOUN
bracis-19043	133	15	(	(	PUNCT
bracis-19043	133	16	from	from	ADP
bracis-19043	133	17	the	the	DET
bracis-19043	133	18	most	most	ADV
bracis-19043	133	19	frequent	frequent	ADJ
bracis-19043	133	20	to	to	ADP
bracis-19043	133	21	the	the	DET
bracis-19043	133	22	least	least	ADJ
bracis-19043	133	23	)	)	PUNCT
bracis-19043	133	24	and	and	CCONJ
bracis-19043	133	25	stored	store	VERB
bracis-19043	133	26	in	in	ADP
bracis-19043	133	27	a	a	DET
bracis-19043	133	28	list	list	NOUN
bracis-19043	133	29	s	s	VERB
bracis-19043	133	30	to	to	PART
bracis-19043	133	31	maximize	maximize	VERB
bracis-19043	133	32	the	the	DET
bracis-19043	133	33	probability	probability	NOUN
bracis-19043	133	34	of	of	ADP
bracis-19043	133	35	forming	form	VERB
bracis-19043	133	36	large	large	ADJ
bracis-19043	133	37	co	co	NOUN
bracis-19043	133	38	-	-	NOUN
bracis-19043	133	39	clusters	cluster	NOUN
bracis-19043	133	40	.	.	PUNCT
bracis-19043	134	1	therefore	therefore	ADV
bracis-19043	134	2	,	,	PUNCT
bracis-19043	134	3	the	the	DET
bracis-19043	134	4	attributes	attribute	NOUN
bracis-19043	134	5	in	in	ADP
bracis-19043	134	6	s	s	NOUN
bracis-19043	134	7	are	be	AUX
bracis-19043	134	8	evaluated	evaluate	VERB
bracis-19043	134	9	for	for	ADP
bracis-19043	134	10	being	be	AUX
bracis-19043	134	11	added	add	VERB
bracis-19043	134	12	to	to	ADP
bracis-19043	134	13	a	a	DET
bracis-19043	134	14	co	co	NOUN
bracis-19043	134	15	-	-	NOUN
bracis-19043	134	16	cluster	cluster	NOUN
bracis-19043	134	17	without	without	ADP
bracis-19043	134	18	backtracking	backtrack	VERB
bracis-19043	134	19	reducing	reduce	VERB
bracis-19043	134	20	the	the	DET
bracis-19043	134	21	search	search	NOUN
bracis-19043	134	22	space	space	NOUN
bracis-19043	134	23	.	.	PUNCT
bracis-19043	135	1	only	only	ADV
bracis-19043	135	2	the	the	DET
bracis-19043	135	3	true	true	ADJ
bracis-19043	135	4	elements	element	NOUN
bracis-19043	135	5	in	in	ADP
bracis-19043	135	6	d	d	PROPN
bracis-19043	135	7	forms	form	VERB
bracis-19043	135	8	the	the	DET
bracis-19043	135	9	pure	pure	ADJ
bracis-19043	135	10	co	co	NOUN
bracis-19043	135	11	-	-	ADJ
bracis-19043	135	12	cluster	cluster	ADJ
bracis-19043	135	13	pc	pc	NOUN
bracis-19043	135	14	regarding	regard	VERB
bracis-19043	135	15	the	the	DET
bracis-19043	135	16	attributes	attribute	NOUN
bracis-19043	135	17	in	in	ADP
bracis-19043	135	18	s.	s.	PROPN
bracis-19043	135	19	with	with	ADP
bracis-19043	135	20	this	this	PRON
bracis-19043	135	21	,	,	PUNCT
bracis-19043	135	22	the	the	DET
bracis-19043	135	23	number	number	NOUN
bracis-19043	135	24	of	of	ADP
bracis-19043	135	25	objects	object	NOUN
bracis-19043	135	26	and	and	CCONJ
bracis-19043	135	27	attributes	attribute	NOUN
bracis-19043	135	28	that	that	PRON
bracis-19043	135	29	co	co	VERB
bracis-19043	135	30	-	-	NOUN
bracis-19043	135	31	occur	occur	ADJ
bracis-19043	135	32	are	be	AUX
bracis-19043	135	33	used	use	VERB
bracis-19043	135	34	in	in	ADP
bracis-19043	135	35	the	the	DET
bracis-19043	135	36	cost	cost	NOUN
bracis-19043	135	37	function	function	NOUN
bracis-19043	135	38	\(\mathcal	\(\mathcal	ADJ
bracis-19043	135	39	{	{	PUNCT
bracis-19043	135	40	f}\	f}\	NOUN
bracis-19043	135	41	)	)	PUNCT
bracis-19043	135	42	stated	state	VERB
bracis-19043	135	43	in	in	ADP
bracis-19043	135	44	definition	definition	NOUN
bracis-19043	135	45	7	7	NUM
bracis-19043	135	46	to	to	PART
bracis-19043	135	47	evaluate	evaluate	VERB
bracis-19043	135	48	if	if	SCONJ
bracis-19043	135	49	the	the	DET
bracis-19043	135	50	tested	test	VERB
bracis-19043	135	51	subsets	subset	NOUN
bracis-19043	135	52	of	of	ADP
bracis-19043	135	53	objects	object	NOUN
bracis-19043	135	54	and	and	CCONJ
bracis-19043	135	55	attributes	attribute	NOUN
bracis-19043	135	56	can	can	AUX
bracis-19043	135	57	minimize	minimize	VERB
bracis-19043	135	58	the	the	DET
bracis-19043	135	59	cost	cost	NOUN
bracis-19043	135	60	function	function	NOUN
bracis-19043	135	61	.	.	PUNCT
bracis-19043	136	1	the	the	DET
bracis-19043	136	2	pc	pc	NOUN
bracis-19043	136	3	grows	grow	VERB
bracis-19043	136	4	in	in	ADP
bracis-19043	136	5	the	the	DET
bracis-19043	136	6	number	number	NOUN
bracis-19043	136	7	of	of	ADP
bracis-19043	136	8	objects	object	NOUN
bracis-19043	136	9	and	and	CCONJ
bracis-19043	136	10	attributes	attribute	NOUN
bracis-19043	136	11	as	as	ADV
bracis-19043	136	12	long	long	ADV
bracis-19043	136	13	as	as	SCONJ
bracis-19043	136	14	the	the	DET
bracis-19043	136	15	cost	cost	NOUN
bracis-19043	136	16	function	function	NOUN
bracis-19043	136	17	\(\mathcal	\(\mathcal	ADJ
bracis-19043	136	18	{	{	PUNCT
bracis-19043	136	19	f}\	f}\	NOUN
bracis-19043	136	20	)	)	PUNCT
bracis-19043	136	21	is	be	AUX
bracis-19043	136	22	minimized	minimize	VERB
bracis-19043	136	23	.	.	PUNCT
bracis-19043	137	1	besides	besides	SCONJ
bracis-19043	137	2	,	,	PUNCT
bracis-19043	137	3	some	some	DET
bracis-19043	137	4	attributes	attribute	NOUN
bracis-19043	137	5	can	can	AUX
bracis-19043	137	6	not	not	PART
bracis-19043	137	7	be	be	AUX
bracis-19043	137	8	used	use	VERB
bracis-19043	137	9	to	to	PART
bracis-19043	137	10	form	form	VERB
bracis-19043	137	11	the	the	DET
bracis-19043	137	12	pc	pc	NOUN
bracis-19043	137	13	,	,	PUNCT
bracis-19043	137	14	then	then	ADV
bracis-19043	137	15	these	these	DET
bracis-19043	137	16	attributes	attribute	NOUN
bracis-19043	137	17	are	be	AUX
bracis-19043	137	18	stored	store	VERB
bracis-19043	137	19	in	in	ADP
bracis-19043	137	20	an	an	DET
bracis-19043	137	21	extension	extension	NOUN
bracis-19043	137	22	list	list	NOUN
bracis-19043	137	23	e.	e.	PROPN
bracis-19043	138	1	the	the	DET
bracis-19043	138	2	output	output	NOUN
bracis-19043	138	3	is	be	AUX
bracis-19043	138	4	a	a	DET
bracis-19043	138	5	pure	pure	ADJ
bracis-19043	138	6	co	co	NOUN
bracis-19043	138	7	-	-	ADJ
bracis-19043	138	8	cluster	cluster	ADJ
bracis-19043	138	9	pc	pc	NOUN
bracis-19043	138	10	and	and	CCONJ
bracis-19043	138	11	an	an	DET
bracis-19043	138	12	extension	extension	NOUN
bracis-19043	138	13	list	list	NOUN
bracis-19043	138	14	of	of	ADP
bracis-19043	138	15	attributes	attribute	NOUN
bracis-19043	138	16	e.	e.	PROPN
bracis-19043	138	17	in	in	ADP
bracis-19043	138	18	expandpurecocluster	expandpurecocluster	ADJ
bracis-19043	138	19	method	method	NOUN
bracis-19043	138	20	,	,	PUNCT
bracis-19043	138	21	ococlus	ococlus	ADJ
bracis-19043	138	22	expands	expand	VERB
bracis-19043	138	23	pc	pc	NOUN
bracis-19043	138	24	with	with	ADP
bracis-19043	138	25	new	new	ADJ
bracis-19043	138	26	objects	object	NOUN
bracis-19043	138	27	and	and	CCONJ
bracis-19043	138	28	attributes	attribute	NOUN
bracis-19043	138	29	that	that	PRON
bracis-19043	138	30	allows	allow	VERB
bracis-19043	138	31	noise	noise	NOUN
bracis-19043	138	32	data	datum	NOUN
bracis-19043	138	33	(	(	PUNCT
bracis-19043	138	34	line	line	NOUN
bracis-19043	138	35	5	5	NUM
bracis-19043	138	36	)	)	PUNCT
bracis-19043	138	37	.	.	PUNCT
bracis-19043	139	1	with	with	ADP
bracis-19043	139	2	this	this	PRON
bracis-19043	139	3	,	,	PUNCT
bracis-19043	139	4	the	the	DET
bracis-19043	139	5	expanded	expand	VERB
bracis-19043	139	6	co	co	NOUN
bracis-19043	139	7	-	-	NOUN
bracis-19043	139	8	cluster	cluster	ADJ
bracis-19043	139	9	ec	ec	PROPN
bracis-19043	139	10	is	be	AUX
bracis-19043	139	11	initiated	initiate	VERB
bracis-19043	139	12	with	with	ADP
bracis-19043	139	13	pc	pc	NOUN
bracis-19043	139	14	identified	identify	VERB
bracis-19043	139	15	at	at	ADP
bracis-19043	139	16	line	line	NOUN
bracis-19043	139	17	4	4	NUM
bracis-19043	139	18	.	.	PUNCT
bracis-19043	140	1	then	then	ADV
bracis-19043	140	2	,	,	PUNCT
bracis-19043	140	3	the	the	DET
bracis-19043	140	4	process	process	NOUN
bracis-19043	140	5	is	be	AUX
bracis-19043	140	6	similar	similar	ADJ
bracis-19043	140	7	to	to	ADP
bracis-19043	140	8	findpurecocluster	findpurecocluster	ADV
bracis-19043	140	9	;	;	PUNCT
bracis-19043	140	10	however	however	ADV
bracis-19043	140	11	,	,	PUNCT
bracis-19043	140	12	at	at	ADP
bracis-19043	140	13	this	this	DET
bracis-19043	140	14	part	part	NOUN
bracis-19043	140	15	,	,	PUNCT
bracis-19043	140	16	the	the	DET
bracis-19043	140	17	method	method	NOUN
bracis-19043	140	18	checks	check	VERB
bracis-19043	140	19	if	if	SCONJ
bracis-19043	140	20	the	the	DET
bracis-19043	140	21	inclusion	inclusion	NOUN
bracis-19043	140	22	does	do	AUX
bracis-19043	140	23	not	not	PART
bracis-19043	140	24	exceed	exceed	VERB
bracis-19043	140	25	the	the	DET
bracis-19043	140	26	maximum	maximum	ADJ
bracis-19043	140	27	noise	noise	NOUN
bracis-19043	140	28	thresholds	threshold	NOUN
bracis-19043	140	29	(	(	PUNCT
bracis-19043	140	30	definition	definition	NOUN
bracis-19043	140	31	4	4	NUM
bracis-19043	140	32	)	)	PUNCT
bracis-19043	140	33	and	and	CCONJ
bracis-19043	140	34	improves	improve	VERB
bracis-19043	140	35	the	the	DET
bracis-19043	140	36	cost	cost	NOUN
bracis-19043	140	37	function	function	NOUN
bracis-19043	140	38	\(\mathcal	\(\mathcal	ADJ
bracis-19043	140	39	{	{	PUNCT
bracis-19043	140	40	f}\	f}\	NOUN
bracis-19043	140	41	)	)	PUNCT
bracis-19043	140	42	.	.	PUNCT
bracis-19043	141	1	this	this	DET
bracis-19043	141	2	inclusion	inclusion	NOUN
bracis-19043	141	3	occurs	occur	VERB
bracis-19043	141	4	in	in	ADP
bracis-19043	141	5	two	two	NUM
bracis-19043	141	6	steps	step	NOUN
bracis-19043	141	7	.	.	PUNCT
bracis-19043	142	1	first	first	ADV
bracis-19043	142	2	,	,	PUNCT
bracis-19043	142	3	the	the	DET
bracis-19043	142	4	method	method	NOUN
bracis-19043	142	5	tries	try	VERB
bracis-19043	142	6	to	to	PART
bracis-19043	142	7	include	include	VERB
bracis-19043	142	8	new	new	ADJ
bracis-19043	142	9	objects	object	NOUN
bracis-19043	142	10	that	that	PRON
bracis-19043	142	11	are	be	AUX
bracis-19043	142	12	not	not	PART
bracis-19043	142	13	present	present	ADJ
bracis-19043	142	14	in	in	ADP
bracis-19043	142	15	ec	ec	PROPN
bracis-19043	142	16	and	and	CCONJ
bracis-19043	142	17	does	do	AUX
bracis-19043	142	18	not	not	PART
bracis-19043	142	19	modify	modify	VERB
bracis-19043	142	20	the	the	DET
bracis-19043	142	21	current	current	ADJ
bracis-19043	142	22	attributes	attribute	NOUN
bracis-19043	142	23	.	.	PUNCT
bracis-19043	143	1	second	second	ADJ
bracis-19043	143	2	,	,	PUNCT
bracis-19043	143	3	it	it	PRON
bracis-19043	143	4	does	do	AUX
bracis-19043	143	5	not	not	PART
bracis-19043	143	6	modify	modify	VERB
bracis-19043	143	7	the	the	DET
bracis-19043	143	8	current	current	ADJ
bracis-19043	143	9	objects	object	NOUN
bracis-19043	143	10	and	and	CCONJ
bracis-19043	143	11	tries	try	VERB
bracis-19043	143	12	to	to	PART
bracis-19043	143	13	include	include	VERB
bracis-19043	143	14	the	the	DET
bracis-19043	143	15	attributes	attribute	NOUN
bracis-19043	143	16	stored	store	VERB
bracis-19043	143	17	in	in	ADP
bracis-19043	143	18	the	the	DET
bracis-19043	143	19	extension	extension	NOUN
bracis-19043	143	20	list	list	NOUN
bracis-19043	143	21	e	e	NOUN
bracis-19043	143	22	one	one	NUM
bracis-19043	143	23	at	at	ADP
bracis-19043	143	24	a	a	DET
bracis-19043	143	25	time	time	NOUN
bracis-19043	143	26	without	without	ADP
bracis-19043	143	27	backtracking	backtrack	VERB
bracis-19043	143	28	.	.	PUNCT
bracis-19043	144	1	if	if	SCONJ
bracis-19043	144	2	an	an	DET
bracis-19043	144	3	attribute	attribute	NOUN
bracis-19043	144	4	is	be	AUX
bracis-19043	144	5	included	include	VERB
bracis-19043	144	6	in	in	ADP
bracis-19043	144	7	ec	ec	PROPN
bracis-19043	144	8	,	,	PUNCT
bracis-19043	144	9	the	the	DET
bracis-19043	144	10	process	process	NOUN
bracis-19043	144	11	goes	go	VERB
bracis-19043	144	12	back	back	ADV
bracis-19043	144	13	to	to	ADP
bracis-19043	144	14	the	the	DET
bracis-19043	144	15	first	first	ADJ
bracis-19043	144	16	step	step	NOUN
bracis-19043	144	17	and	and	CCONJ
bracis-19043	144	18	repeats	repeat	VERB
bracis-19043	144	19	both	both	DET
bracis-19043	144	20	steps	step	NOUN
bracis-19043	144	21	.	.	PUNCT
bracis-19043	145	1	we	we	PRON
bracis-19043	145	2	remark	remark	VERB
bracis-19043	145	3	that	that	SCONJ
bracis-19043	145	4	each	each	DET
bracis-19043	145	5	new	new	ADJ
bracis-19043	145	6	object	object	NOUN
bracis-19043	145	7	and	and	CCONJ
bracis-19043	145	8	attribute	attribute	NOUN
bracis-19043	145	9	is	be	AUX
bracis-19043	145	10	included	include	VERB
bracis-19043	145	11	in	in	ADP
bracis-19043	145	12	ec	ec	PROPN
bracis-19043	145	13	if	if	SCONJ
bracis-19043	145	14	such	such	ADJ
bracis-19043	145	15	inclusions	inclusion	NOUN
bracis-19043	145	16	respect	respect	VERB
bracis-19043	145	17	both	both	DET
bracis-19043	145	18	definition	definition	NOUN
bracis-19043	145	19	4	4	NUM
bracis-19043	145	20	and	and	CCONJ
bracis-19043	145	21	definition	definition	NOUN
bracis-19043	145	22	7	7	NUM
bracis-19043	145	23	.	.	PUNCT
bracis-19043	146	1	this	this	DET
bracis-19043	146	2	process	process	NOUN
bracis-19043	146	3	is	be	AUX
bracis-19043	146	4	repeated	repeat	VERB
bracis-19043	146	5	while	while	SCONJ
bracis-19043	146	6	e	e	NOUN
bracis-19043	146	7	is	be	AUX
bracis-19043	146	8	not	not	PART
bracis-19043	146	9	empty	empty	ADJ
bracis-19043	146	10	.	.	PUNCT
bracis-19043	147	1	the	the	DET
bracis-19043	147	2	expandpurecocluster	expandpurecocluster	NOUN
bracis-19043	147	3	returns	return	VERB
bracis-19043	147	4	an	an	DET
bracis-19043	147	5	expanded	expanded	ADJ
bracis-19043	147	6	co	co	NOUN
bracis-19043	147	7	-	-	NOUN
bracis-19043	147	8	cluster	cluster	ADJ
bracis-19043	147	9	ec	ec	NOUN
bracis-19043	147	10	as	as	ADP
bracis-19043	147	11	the	the	DET
bracis-19043	147	12	output	output	NOUN
bracis-19043	147	13	.	.	PUNCT
bracis-19043	148	1	given	give	VERB
bracis-19043	148	2	the	the	DET
bracis-19043	148	3	output	output	NOUN
bracis-19043	148	4	of	of	ADP
bracis-19043	148	5	the	the	DET
bracis-19043	148	6	expandedpurecocluster	expandedpurecocluster	NOUN
bracis-19043	148	7	,	,	PUNCT
bracis-19043	148	8	if	if	SCONJ
bracis-19043	148	9	the	the	DET
bracis-19043	148	10	new	new	ADJ
bracis-19043	148	11	co	co	NOUN
bracis-19043	148	12	-	-	NOUN
bracis-19043	148	13	cluster	cluster	ADJ
bracis-19043	148	14	ec	ec	NOUN
bracis-19043	148	15	minimizes	minimize	VERB
bracis-19043	148	16	the	the	DET
bracis-19043	148	17	cost	cost	NOUN
bracis-19043	148	18	function	function	NOUN
bracis-19043	148	19	\(\mathcal	\(\mathcal	ADJ
bracis-19043	148	20	{	{	PUNCT
bracis-19043	148	21	f}\	f}\	NOUN
bracis-19043	148	22	)	)	PUNCT
bracis-19043	148	23	of	of	ADP
bracis-19043	148	24	the	the	DET
bracis-19043	148	25	model	model	NOUN
bracis-19043	148	26	(	(	PUNCT
bracis-19043	148	27	line	line	NOUN
bracis-19043	148	28	6	6	NUM
bracis-19043	148	29	)	)	PUNCT
bracis-19043	148	30	,	,	PUNCT
bracis-19043	148	31	it	it	PRON
bracis-19043	148	32	is	be	AUX
bracis-19043	148	33	added	add	VERB
bracis-19043	148	34	to	to	ADP
bracis-19043	148	35	\(\prod	\(\prod	X
bracis-19043	148	36	\	\	NOUN
bracis-19043	148	37	)	)	PUNCT
bracis-19043	148	38	(	(	PUNCT
bracis-19043	148	39	line	line	NOUN
bracis-19043	148	40	9	9	NUM
bracis-19043	148	41	)	)	PUNCT
bracis-19043	148	42	.	.	PUNCT
bracis-19043	149	1	however	however	ADV
bracis-19043	149	2	,	,	PUNCT
bracis-19043	149	3	if	if	SCONJ
bracis-19043	149	4	ec	ec	PROPN
bracis-19043	149	5	does	do	AUX
bracis-19043	149	6	not	not	PART
bracis-19043	149	7	minimize	minimize	VERB
bracis-19043	149	8	the	the	DET
bracis-19043	149	9	cost	cost	NOUN
bracis-19043	149	10	function	function	NOUN
bracis-19043	149	11	\(\mathcal	\(\mathcal	ADJ
bracis-19043	149	12	{	{	PUNCT
bracis-19043	149	13	f}\	f}\	NOUN
bracis-19043	149	14	)	)	PUNCT
bracis-19043	149	15	of	of	ADP
bracis-19043	149	16	the	the	DET
bracis-19043	149	17	model	model	NOUN
bracis-19043	149	18	,	,	PUNCT
bracis-19043	149	19	even	even	ADV
bracis-19043	149	20	though	though	SCONJ
bracis-19043	149	21	the	the	DET
bracis-19043	149	22	parameter	parameter	NOUN
bracis-19043	149	23	k	k	PROPN
bracis-19043	149	24	does	do	AUX
bracis-19043	149	25	not	not	PART
bracis-19043	149	26	reach	reach	VERB
bracis-19043	149	27	its	its	PRON
bracis-19043	149	28	maximum	maximum	ADJ
bracis-19043	149	29	value	value	NOUN
bracis-19043	149	30	,	,	PUNCT
bracis-19043	149	31	the	the	DET
bracis-19043	149	32	algorithm	algorithm	NOUN
bracis-19043	149	33	stops	stop	VERB
bracis-19043	149	34	searching	search	VERB
bracis-19043	149	35	for	for	ADP
bracis-19043	149	36	new	new	ADJ
bracis-19043	149	37	co	co	NOUN
bracis-19043	149	38	-	-	NOUN
bracis-19043	149	39	clusters	cluster	NOUN
bracis-19043	149	40	(	(	PUNCT
bracis-19043	149	41	line	line	NOUN
bracis-19043	149	42	7	7	NUM
bracis-19043	149	43	)	)	PUNCT
bracis-19043	149	44	.	.	PUNCT
bracis-19043	150	1	besides	besides	SCONJ
bracis-19043	150	2	,	,	PUNCT
bracis-19043	150	3	if	if	SCONJ
bracis-19043	150	4	the	the	DET
bracis-19043	150	5	cost	cost	NOUN
bracis-19043	150	6	function	function	NOUN
bracis-19043	150	7	\(\mathcal	\(\mathcal	ADJ
bracis-19043	150	8	{	{	PUNCT
bracis-19043	150	9	f}\	f}\	NOUN
bracis-19043	150	10	)	)	PUNCT
bracis-19043	150	11	is	be	AUX
bracis-19043	150	12	improved	improve	VERB
bracis-19043	150	13	,	,	PUNCT
bracis-19043	150	14	the	the	DET
bracis-19043	150	15	residual	residual	ADJ
bracis-19043	150	16	matrix	matrix	NOUN
bracis-19043	150	17	\(d_r\	\(d_r\	NOUN
bracis-19043	150	18	)	)	PUNCT
bracis-19043	150	19	is	be	AUX
bracis-19043	150	20	then	then	ADV
bracis-19043	150	21	updated	update	VERB
bracis-19043	150	22	with	with	ADP
bracis-19043	150	23	ec	ec	PROPN
bracis-19043	150	24	(	(	PUNCT
bracis-19043	150	25	line	line	NOUN
bracis-19043	150	26	10	10	NUM
bracis-19043	150	27	)	)	PUNCT
bracis-19043	150	28	.	.	PUNCT
bracis-19043	151	1	the	the	DET
bracis-19043	151	2	updated	update	VERB
bracis-19043	151	3	residual	residual	ADJ
bracis-19043	151	4	matrix	matrix	NOUN
bracis-19043	151	5	\(d_{r}\	\(d_{r}\	NOUN
bracis-19043	151	6	)	)	PUNCT
bracis-19043	151	7	is	be	AUX
bracis-19043	151	8	used	use	VERB
bracis-19043	151	9	in	in	ADP
bracis-19043	151	10	the	the	DET
bracis-19043	151	11	next	next	ADJ
bracis-19043	151	12	iteration	iteration	NOUN
bracis-19043	151	13	to	to	PART
bracis-19043	151	14	find	find	VERB
bracis-19043	151	15	new	new	ADJ
bracis-19043	151	16	patterns	pattern	NOUN
bracis-19043	151	17	in	in	ADP
bracis-19043	151	18	d	d	PROPN
bracis-19043	151	19	that	that	PRON
bracis-19043	151	20	are	be	AUX
bracis-19043	151	21	not	not	PART
bracis-19043	151	22	covered	cover	VERB
bracis-19043	151	23	by	by	ADP
bracis-19043	151	24	any	any	DET
bracis-19043	151	25	previous	previous	ADJ
bracis-19043	151	26	co	co	NOUN
bracis-19043	151	27	-	-	NOUN
bracis-19043	151	28	cluster	cluster	NOUN
bracis-19043	151	29	.	.	PUNCT
bracis-19043	152	1	ococlus	ococlus	PROPN
bracis-19043	152	2	can	can	AUX
bracis-19043	152	3	find	find	VERB
bracis-19043	152	4	the	the	DET
bracis-19043	152	5	number	number	NOUN
bracis-19043	152	6	of	of	ADP
bracis-19043	152	7	co	co	NOUN
bracis-19043	152	8	-	-	NOUN
bracis-19043	152	9	clusters	cluster	NOUN
bracis-19043	152	10	automatically	automatically	ADV
bracis-19043	152	11	whenever	whenever	SCONJ
bracis-19043	152	12	k	k	PROPN
bracis-19043	152	13	is	be	AUX
bracis-19043	152	14	not	not	PART
bracis-19043	152	15	given	give	VERB
bracis-19043	152	16	.	.	PUNCT
bracis-19043	153	1	however	however	ADV
bracis-19043	153	2	,	,	PUNCT
bracis-19043	153	3	if	if	SCONJ
bracis-19043	153	4	the	the	DET
bracis-19043	153	5	user	user	NOUN
bracis-19043	153	6	misspecify	misspecify	VERB
bracis-19043	153	7	the	the	DET
bracis-19043	153	8	value	value	NOUN
bracis-19043	153	9	of	of	ADP
bracis-19043	153	10	k	k	NOUN
bracis-19043	153	11	,	,	PUNCT
bracis-19043	153	12	then	then	ADV
bracis-19043	153	13	the	the	DET
bracis-19043	153	14	true	true	ADJ
bracis-19043	153	15	number	number	NOUN
bracis-19043	153	16	of	of	ADP
bracis-19043	153	17	co	co	NOUN
bracis-19043	153	18	-	-	NOUN
bracis-19043	153	19	clusters	cluster	NOUN
bracis-19043	153	20	may	may	AUX
bracis-19043	153	21	not	not	PART
bracis-19043	153	22	be	be	AUX
bracis-19043	153	23	discovered	discover	VERB
bracis-19043	153	24	.	.	PUNCT
bracis-19043	154	1	so	so	ADV
bracis-19043	154	2	far	far	ADV
bracis-19043	154	3	,	,	PUNCT
bracis-19043	154	4	\(\prod	\(\prod	X
bracis-19043	154	5	\	\	NOUN
bracis-19043	154	6	)	)	PUNCT
bracis-19043	154	7	covers	cover	VERB
bracis-19043	154	8	non	non	ADJ
bracis-19043	154	9	-	-	ADJ
bracis-19043	154	10	overlapped	overlapped	ADJ
bracis-19043	154	11	patterns	pattern	NOUN
bracis-19043	154	12	in	in	ADP
bracis-19043	154	13	the	the	DET
bracis-19043	154	14	data	datum	NOUN
bracis-19043	154	15	(	(	PUNCT
bracis-19043	154	16	line	line	NOUN
bracis-19043	154	17	9	9	NUM
bracis-19043	154	18	)	)	PUNCT
bracis-19043	154	19	;	;	PUNCT
bracis-19043	154	20	hence	hence	ADV
bracis-19043	154	21	,	,	PUNCT
bracis-19043	154	22	it	it	PRON
bracis-19043	154	23	can	can	AUX
bracis-19043	154	24	not	not	PART
bracis-19043	154	25	show	show	VERB
bracis-19043	154	26	which	which	DET
bracis-19043	154	27	co	co	NOUN
bracis-19043	154	28	-	-	NOUN
bracis-19043	154	29	clusters	cluster	NOUN
bracis-19043	154	30	share	share	NOUN
bracis-19043	154	31	characteristics	characteristic	NOUN
bracis-19043	154	32	.	.	PUNCT
bracis-19043	155	1	therefore	therefore	ADV
bracis-19043	155	2	,	,	PUNCT
bracis-19043	155	3	ococlus	ococlus	ADJ
bracis-19043	155	4	refines	refine	VERB
bracis-19043	155	5	these	these	DET
bracis-19043	155	6	non	non	ADJ
bracis-19043	155	7	-	-	ADJ
bracis-19043	155	8	overlapped	overlapped	ADJ
bracis-19043	155	9	co	co	NOUN
bracis-19043	155	10	-	-	NOUN
bracis-19043	155	11	clusters	cluster	NOUN
bracis-19043	155	12	to	to	PART
bracis-19043	155	13	identify	identify	VERB
bracis-19043	155	14	global	global	ADJ
bracis-19043	155	15	and	and	CCONJ
bracis-19043	155	16	local	local	ADJ
bracis-19043	155	17	overlapped	overlapped	ADJ
bracis-19043	155	18	co	co	NOUN
bracis-19043	155	19	-	-	NOUN
bracis-19043	155	20	clusters	cluster	NOUN
bracis-19043	155	21	as	as	SCONJ
bracis-19043	155	22	stated	state	VERB
bracis-19043	155	23	in	in	ADP
bracis-19043	155	24	definition	definition	NOUN
bracis-19043	155	25	8	8	NUM
bracis-19043	155	26	.	.	PUNCT
bracis-19043	156	1	with	with	ADP
bracis-19043	156	2	this	this	PRON
bracis-19043	156	3	,	,	PUNCT
bracis-19043	156	4	the	the	DET
bracis-19043	156	5	findoverlap	findoverlap	NOUN
bracis-19043	156	6	method	method	NOUN
bracis-19043	156	7	(	(	PUNCT
bracis-19043	156	8	line	line	NOUN
bracis-19043	156	9	12	12	NUM
bracis-19043	156	10	)	)	PUNCT
bracis-19043	156	11	iterates	iterate	VERB
bracis-19043	156	12	over	over	ADV
bracis-19043	156	13	\(\prod	\(\prod	ADP
bracis-19043	156	14	\	\	NOUN
bracis-19043	156	15	)	)	PUNCT
bracis-19043	156	16	to	to	PART
bracis-19043	156	17	identify	identify	VERB
bracis-19043	156	18	possible	possible	ADJ
bracis-19043	156	19	overlapped	overlapped	ADJ
bracis-19043	156	20	co	co	NOUN
bracis-19043	156	21	-	-	NOUN
bracis-19043	156	22	clusters	cluster	NOUN
bracis-19043	156	23	by	by	ADP
bracis-19043	156	24	taking	take	VERB
bracis-19043	156	25	the	the	DET
bracis-19043	156	26	nested	nested	ADJ
bracis-19043	156	27	object	object	NOUN
bracis-19043	156	28	intersections	intersection	NOUN
bracis-19043	156	29	between	between	ADP
bracis-19043	156	30	the	the	DET
bracis-19043	156	31	co	co	NOUN
bracis-19043	156	32	-	-	NOUN
bracis-19043	156	33	clusters	cluster	NOUN
bracis-19043	156	34	in	in	ADP
bracis-19043	156	35	\(\prod	\(\prod	ADP
bracis-19043	156	36	\	\	NOUN
bracis-19043	156	37	)	)	PUNCT
bracis-19043	156	38	.	.	PUNCT
bracis-19043	157	1	the	the	DET
bracis-19043	157	2	nested	nested	ADJ
bracis-19043	157	3	intersection	intersection	NOUN
bracis-19043	157	4	considers	consider	VERB
bracis-19043	157	5	what	what	PRON
bracis-19043	157	6	is	be	AUX
bracis-19043	157	7	shared	share	VERB
bracis-19043	157	8	among	among	ADP
bracis-19043	157	9	all	all	ADV
bracis-19043	157	10	intersected	intersect	VERB
bracis-19043	157	11	co	co	NOUN
bracis-19043	157	12	-	-	NOUN
bracis-19043	157	13	clusters	cluster	NOUN
bracis-19043	157	14	instead	instead	ADV
bracis-19043	157	15	of	of	ADP
bracis-19043	157	16	a	a	DET
bracis-19043	157	17	common	common	ADJ
bracis-19043	157	18	intersection	intersection	NOUN
bracis-19043	157	19	between	between	ADP
bracis-19043	157	20	pairs	pair	NOUN
bracis-19043	157	21	of	of	ADP
bracis-19043	157	22	co	co	NOUN
bracis-19043	157	23	-	-	NOUN
bracis-19043	157	24	clusters	cluster	NOUN
bracis-19043	157	25	.	.	PUNCT
bracis-19043	158	1	if	if	SCONJ
bracis-19043	158	2	such	such	DET
bracis-19043	158	3	a	a	DET
bracis-19043	158	4	co	co	NOUN
bracis-19043	158	5	-	-	ADJ
bracis-19043	158	6	cluster	cluster	NOUN
bracis-19043	158	7	intersection	intersection	NOUN
bracis-19043	158	8	exists	exist	VERB
bracis-19043	158	9	,	,	PUNCT
bracis-19043	158	10	the	the	DET
bracis-19043	158	11	attributes	attribute	NOUN
bracis-19043	158	12	of	of	ADP
bracis-19043	158	13	the	the	DET
bracis-19043	158	14	co	co	NOUN
bracis-19043	158	15	-	-	NOUN
bracis-19043	158	16	clusters	cluster	NOUN
bracis-19043	158	17	involved	involve	VERB
bracis-19043	158	18	in	in	ADP
bracis-19043	158	19	the	the	DET
bracis-19043	158	20	intersection	intersection	NOUN
bracis-19043	158	21	are	be	AUX
bracis-19043	158	22	joined	join	VERB
bracis-19043	158	23	.	.	PUNCT
bracis-19043	159	1	the	the	DET
bracis-19043	159	2	next	next	ADJ
bracis-19043	159	3	step	step	NOUN
bracis-19043	159	4	is	be	AUX
bracis-19043	159	5	to	to	PART
bracis-19043	159	6	delete	delete	VERB
bracis-19043	159	7	the	the	DET
bracis-19043	159	8	redundant	redundant	ADJ
bracis-19043	159	9	co	co	NOUN
bracis-19043	159	10	-	-	NOUN
bracis-19043	159	11	clusters	cluster	NOUN
bracis-19043	159	12	,	,	PUNCT
bracis-19043	159	13	i.e.	i.e.	X
bracis-19043	159	14	,	,	PUNCT
bracis-19043	159	15	co	co	NOUN
bracis-19043	159	16	-	-	NOUN
bracis-19043	159	17	cluster	cluster	NOUN
bracis-19043	159	18	totally	totally	ADV
bracis-19043	159	19	covered	cover	VERB
bracis-19043	159	20	by	by	ADP
bracis-19043	159	21	another	another	DET
bracis-19043	159	22	co	co	NOUN
bracis-19043	159	23	-	-	NOUN
bracis-19043	159	24	cluster	cluster	NOUN
bracis-19043	159	25	.	.	PUNCT
bracis-19043	160	1	from	from	ADP
bracis-19043	160	2	that	that	PRON
bracis-19043	160	3	,	,	PUNCT
bracis-19043	160	4	the	the	DET
bracis-19043	160	5	findoverlap	findoverlap	NOUN
bracis-19043	160	6	is	be	AUX
bracis-19043	160	7	a	a	DET
bracis-19043	160	8	simple	simple	ADJ
bracis-19043	160	9	and	and	CCONJ
bracis-19043	160	10	effective	effective	ADJ
bracis-19043	160	11	method	method	NOUN
bracis-19043	160	12	that	that	PRON
bracis-19043	160	13	allows	allow	VERB
bracis-19043	160	14	ococlus	ococlus	ADJ
bracis-19043	160	15	to	to	PART
bracis-19043	160	16	find	find	VERB
bracis-19043	160	17	both	both	DET
bracis-19043	160	18	overlapped	overlapped	ADJ
bracis-19043	160	19	co	co	ADJ
bracis-19043	160	20	-	-	ADJ
bracis-19043	160	21	cluster	cluster	NOUN
bracis-19043	160	22	structures	structure	NOUN
bracis-19043	160	23	.	.	PUNCT
bracis-19043	161	1	its	its	PRON
bracis-19043	161	2	simplicity	simplicity	NOUN
bracis-19043	161	3	and	and	CCONJ
bracis-19043	161	4	effectiveness	effectiveness	NOUN
bracis-19043	161	5	become	become	VERB
bracis-19043	161	6	possible	possible	ADJ
bracis-19043	161	7	by	by	ADP
bracis-19043	161	8	exploring	explore	VERB
bracis-19043	161	9	the	the	DET
bracis-19043	161	10	nested	nested	ADJ
bracis-19043	161	11	intersections	intersection	NOUN
bracis-19043	161	12	of	of	ADP
bracis-19043	161	13	objects	object	NOUN
bracis-19043	161	14	and	and	CCONJ
bracis-19043	161	15	joining	join	VERB
bracis-19043	161	16	attributes	attribute	NOUN
bracis-19043	161	17	separately	separately	ADV
bracis-19043	161	18	regarding	regard	VERB
bracis-19043	161	19	the	the	DET
bracis-19043	161	20	co	co	NOUN
bracis-19043	161	21	-	-	NOUN
bracis-19043	161	22	clusters	cluster	NOUN
bracis-19043	161	23	in	in	ADP
bracis-19043	161	24	\(\prod	\(\prod	ADP
bracis-19043	161	25	\	\	NOUN
bracis-19043	161	26	)	)	PUNCT
bracis-19043	161	27	.	.	PUNCT
bracis-19043	162	1	this	this	DET
bracis-19043	162	2	process	process	NOUN
bracis-19043	162	3	looks	look	VERB
bracis-19043	162	4	simple	simple	ADJ
bracis-19043	162	5	once	once	SCONJ
bracis-19043	162	6	the	the	DET
bracis-19043	162	7	cost	cost	NOUN
bracis-19043	162	8	function	function	NOUN
bracis-19043	162	9	\(\mathcal	\(\mathcal	ADJ
bracis-19043	162	10	{	{	PUNCT
bracis-19043	162	11	f}\	f}\	NOUN
bracis-19043	162	12	)	)	PUNCT
bracis-19043	162	13	already	already	ADV
bracis-19043	162	14	evaluated	evaluate	VERB
bracis-19043	162	15	the	the	DET
bracis-19043	162	16	disjoint	disjoint	NOUN
bracis-19043	162	17	co	co	NOUN
bracis-19043	162	18	-	-	NOUN
bracis-19043	162	19	clusters	cluster	NOUN
bracis-19043	162	20	in	in	ADP
bracis-19043	162	21	the	the	DET
bracis-19043	162	22	previous	previous	ADJ
bracis-19043	162	23	methods	method	NOUN
bracis-19043	162	24	,	,	PUNCT
bracis-19043	162	25	but	but	CCONJ
bracis-19043	162	26	it	it	PRON
bracis-19043	162	27	effectively	effectively	ADV
bracis-19043	162	28	identifies	identify	VERB
bracis-19043	162	29	overlapped	overlapped	ADJ
bracis-19043	162	30	co	co	NOUN
bracis-19043	162	31	-	-	NOUN
bracis-19043	162	32	clusters	cluster	NOUN
bracis-19043	162	33	.	.	PUNCT
bracis-19043	163	1	at	at	ADP
bracis-19043	163	2	the	the	DET
bracis-19043	163	3	end	end	NOUN
bracis-19043	163	4	,	,	PUNCT
bracis-19043	163	5	findoverlap	findoverlap	NOUN
bracis-19043	163	6	returns	return	VERB
bracis-19043	163	7	the	the	DET
bracis-19043	163	8	set	set	NOUN
bracis-19043	163	9	of	of	ADP
bracis-19043	163	10	non	non	ADJ
bracis-19043	163	11	-	-	ADJ
bracis-19043	163	12	overlapped	overlapped	ADJ
bracis-19043	163	13	and	and	CCONJ
bracis-19043	163	14	overlapped	overlapped	ADJ
bracis-19043	163	15	(	(	PUNCT
bracis-19043	163	16	if	if	SCONJ
bracis-19043	163	17	exist	exist	VERB
bracis-19043	163	18	)	)	PUNCT
bracis-19043	163	19	co	co	NOUN
bracis-19043	163	20	-	-	NOUN
bracis-19043	163	21	clusters	cluster	NOUN
bracis-19043	163	22	\(\varphi	\(\varphi	ADJ
bracis-19043	163	23	\	\	PROPN
bracis-19043	163	24	)	)	PUNCT
bracis-19043	163	25	.	.	PUNCT
bracis-19043	164	1	finally	finally	ADV
bracis-19043	164	2	,	,	PUNCT
bracis-19043	164	3	algorithm	algorithm	PROPN
bracis-19043	164	4	 	 	SPACE
bracis-19043	164	5	1	1	NUM
bracis-19043	164	6	returns	return	NOUN
bracis-19043	164	7	this	this	DET
bracis-19043	164	8	set	set	NOUN
bracis-19043	164	9	of	of	ADP
bracis-19043	164	10	non	non	ADJ
bracis-19043	164	11	-	-	ADJ
bracis-19043	164	12	overlapped	overlapped	ADJ
bracis-19043	164	13	and	and	CCONJ
bracis-19043	164	14	overlapped	overlapped	ADJ
bracis-19043	164	15	patterns	pattern	NOUN
bracis-19043	164	16	including	include	VERB
bracis-19043	164	17	both	both	CCONJ
bracis-19043	164	18	global	global	ADJ
bracis-19043	164	19	and	and	CCONJ
bracis-19043	164	20	local	local	ADJ
bracis-19043	164	21	co	co	NOUN
bracis-19043	164	22	-	-	NOUN
bracis-19043	164	23	clusters	cluster	NOUN
bracis-19043	164	24	(	(	PUNCT
bracis-19043	164	25	line	line	NOUN
bracis-19043	164	26	13	13	NUM
bracis-19043	164	27	)	)	PUNCT
bracis-19043	164	28	.	.	PUNCT
bracis-19043	165	1	proposition	proposition	NOUN
bracis-19043	165	2	1	1	NUM
bracis-19043	165	3	let	let	VERB
bracis-19043	165	4	k	k	PROPN
bracis-19043	165	5	be	be	AUX
bracis-19043	165	6	the	the	DET
bracis-19043	165	7	maximum	maximum	ADJ
bracis-19043	165	8	number	number	NOUN
bracis-19043	165	9	of	of	ADP
bracis-19043	165	10	non	non	ADJ
bracis-19043	165	11	-	-	ADJ
bracis-19043	165	12	overlapped	overlapped	ADJ
bracis-19043	165	13	co	co	NOUN
bracis-19043	165	14	-	-	NOUN
bracis-19043	165	15	clusters	cluster	NOUN
bracis-19043	165	16	,	,	PUNCT
bracis-19043	165	17	n	n	CCONJ
bracis-19043	165	18	the	the	DET
bracis-19043	165	19	total	total	ADJ
bracis-19043	165	20	number	number	NOUN
bracis-19043	165	21	of	of	ADP
bracis-19043	165	22	objects	object	NOUN
bracis-19043	165	23	,	,	PUNCT
bracis-19043	165	24	m	m	VERB
bracis-19043	165	25	the	the	DET
bracis-19043	165	26	total	total	ADJ
bracis-19043	165	27	number	number	NOUN
bracis-19043	165	28	of	of	ADP
bracis-19043	165	29	attributes	attribute	NOUN
bracis-19043	165	30	,	,	PUNCT
bracis-19043	165	31	and	and	CCONJ
bracis-19043	165	32	p	p	X
bracis-19043	165	33	the	the	DET
bracis-19043	165	34	number	number	NOUN
bracis-19043	165	35	of	of	ADP
bracis-19043	165	36	overlapped	overlapped	ADJ
bracis-19043	165	37	co	co	NOUN
bracis-19043	165	38	-	-	NOUN
bracis-19043	165	39	clusters	cluster	NOUN
bracis-19043	165	40	.	.	PUNCT
bracis-19043	166	1	the	the	DET
bracis-19043	166	2	computational	computational	ADJ
bracis-19043	166	3	complexity	complexity	NOUN
bracis-19043	166	4	of	of	ADP
bracis-19043	166	5	findpurecocluster	findpurecocluster	ADJ
bracis-19043	166	6	method	method	NOUN
bracis-19043	166	7	is	be	AUX
bracis-19043	166	8	o(mn	o(mn	ADV
bracis-19043	166	9	)	)	PUNCT
bracis-19043	166	10	,	,	PUNCT
bracis-19043	166	11	expandpurecocluster	expandpurecocluster	ADJ
bracis-19043	166	12	method	method	NOUN
bracis-19043	166	13	is	be	AUX
bracis-19043	166	14	o(m(mn+n	o(m(mn+n	NUM
bracis-19043	166	15	)	)	PUNCT
bracis-19043	166	16	)	)	PUNCT
bracis-19043	167	1	=	=	SYM
bracis-19043	167	2	o(m\(^2\)n	o(m\(^2\)n	PROPN
bracis-19043	167	3	)	)	PUNCT
bracis-19043	167	4	,	,	PUNCT
bracis-19043	167	5	and	and	CCONJ
bracis-19043	167	6	findoverlap	findoverlap	NOUN
bracis-19043	167	7	method	method	NOUN
bracis-19043	167	8	is	be	AUX
bracis-19043	167	9	o(k\(^2\)+p\(^2\	o(k\(^2\)+p\(^2\	NOUN
bracis-19043	167	10	)	)	PUNCT
bracis-19043	167	11	)	)	PUNCT
bracis-19043	167	12	.	.	PUNCT
bracis-19043	168	1	regarding	regard	VERB
bracis-19043	168	2	the	the	DET
bracis-19043	168	3	overall	overall	ADJ
bracis-19043	168	4	complexity	complexity	NOUN
bracis-19043	168	5	of	of	ADP
bracis-19043	168	6	our	our	PRON
bracis-19043	168	7	algorithm	algorithm	NOUN
bracis-19043	168	8	,	,	PUNCT
bracis-19043	168	9	ococlus	ococlus	ADJ
bracis-19043	168	10	calls	call	VERB
bracis-19043	168	11	findpurecocluster	findpurecocluster	ADV
bracis-19043	168	12	and	and	CCONJ
bracis-19043	168	13	expandpurecocluster	expandpurecocluster	ADJ
bracis-19043	168	14	methods	method	NOUN
bracis-19043	168	15	,	,	PUNCT
bracis-19043	168	16	then	then	ADV
bracis-19043	168	17	builds	build	VERB
bracis-19043	168	18	d\(_{r}\	d\(_{r}\	NOUN
bracis-19043	168	19	)	)	PUNCT
bracis-19043	168	20	for	for	ADP
bracis-19043	168	21	each	each	DET
bracis-19043	168	22	of	of	ADP
bracis-19043	168	23	the	the	DET
bracis-19043	168	24	k	k	PROPN
bracis-19043	168	25	(	(	PUNCT
bracis-19043	168	26	or	or	CCONJ
bracis-19043	168	27	less	less	ADJ
bracis-19043	168	28	)	)	PUNCT
bracis-19043	168	29	non	non	ADJ
bracis-19043	168	30	-	-	ADJ
bracis-19043	168	31	overlapped	overlapped	ADJ
bracis-19043	168	32	co	co	NOUN
bracis-19043	168	33	-	-	NOUN
bracis-19043	168	34	clusters	cluster	NOUN
bracis-19043	168	35	and	and	CCONJ
bracis-19043	168	36	finalizes	finalize	NOUN
bracis-19043	168	37	with	with	ADP
bracis-19043	168	38	the	the	DET
bracis-19043	168	39	findoverlap	findoverlap	NOUN
bracis-19043	168	40	method	method	NOUN
bracis-19043	168	41	.	.	PUNCT
bracis-19043	169	1	thus	thus	ADV
bracis-19043	169	2	,	,	PUNCT
bracis-19043	169	3	the	the	DET
bracis-19043	169	4	computational	computational	ADJ
bracis-19043	169	5	complexity	complexity	NOUN
bracis-19043	169	6	of	of	ADP
bracis-19043	169	7	the	the	DET
bracis-19043	169	8	ococlus	ococlus	ADJ
bracis-19043	169	9	algorithm	algorithm	NOUN
bracis-19043	169	10	is	be	AUX
bracis-19043	169	11	o(km\(^2\)n	o(km\(^2\)n	ADJ
bracis-19043	169	12	+	+	CCONJ
bracis-19043	169	13	(	(	PUNCT
bracis-19043	169	14	k\(^2\)+p\(^2\	k\(^2\)+p\(^2\	NOUN
bracis-19043	169	15	)	)	PUNCT
bracis-19043	169	16	)	)	PUNCT
bracis-19043	169	17	)	)	PUNCT
bracis-19043	169	18	.	.	PUNCT
bracis-19043	170	1	5	5	NUM
bracis-19043	170	2	experimental	experimental	ADJ
bracis-19043	170	3	evaluation	evaluation	NOUN
bracis-19043	170	4	we	we	PRON
bracis-19043	170	5	compare	compare	VERB
bracis-19043	170	6	ococlusfootnote	ococlusfootnote	ADJ
bracis-19043	170	7	1	1	NUM
bracis-19043	170	8	with	with	ADP
bracis-19043	170	9	four	four	NUM
bracis-19043	170	10	publicly	publicly	ADV
bracis-19043	170	11	available	available	ADJ
bracis-19043	170	12	methods	method	NOUN
bracis-19043	170	13	presented	present	VERB
bracis-19043	170	14	in	in	ADP
bracis-19043	170	15	the	the	DET
bracis-19043	170	16	related	relate	VERB
bracis-19043	170	17	works	work	NOUN
bracis-19043	170	18	to	to	PART
bracis-19043	170	19	use	use	VERB
bracis-19043	170	20	as	as	ADP
bracis-19043	170	21	the	the	DET
bracis-19043	170	22	baseline	baseline	NOUN
bracis-19043	170	23	methods	method	NOUN
bracis-19043	170	24	,	,	PUNCT
bracis-19043	170	25	which	which	PRON
bracis-19043	170	26	are	be	AUX
bracis-19043	170	27	:	:	PUNCT
bracis-19043	170	28	li	li	PROPN
bracis-19043	171	1	[	[	X
bracis-19043	171	2	7	7	NUM
bracis-19043	171	3	]	]	PUNCT
bracis-19043	171	4	,	,	PUNCT
bracis-19043	171	5	lucchese	lucchese	PROPN
bracis-19043	171	6	et	et	PROPN
bracis-19043	171	7	al	al	PROPN
bracis-19043	171	8	.	.	PUNCT
bracis-19043	172	1	[	[	X
bracis-19043	172	2	9	9	NUM
bracis-19043	172	3	]	]	PUNCT
bracis-19043	172	4	,	,	PUNCT
bracis-19043	172	5	kluger	kluger	PROPN
bracis-19043	172	6	et	et	PROPN
bracis-19043	172	7	al	al	PROPN
bracis-19043	172	8	.	.	PUNCT
bracis-19043	173	1	[	[	X
bracis-19043	173	2	6	6	NUM
bracis-19043	173	3	]	]	PUNCT
bracis-19043	173	4	,	,	PUNCT
bracis-19043	173	5	and	and	CCONJ
bracis-19043	173	6	dhillon	dhillon	PROPN
bracis-19043	174	1	[	[	X
bracis-19043	174	2	3	3	NUM
bracis-19043	174	3	]	]	PUNCT
bracis-19043	174	4	.	.	PUNCT
bracis-19043	175	1	we	we	PRON
bracis-19043	175	2	include	include	VERB
bracis-19043	175	3	the	the	DET
bracis-19043	175	4	works	work	NOUN
bracis-19043	175	5	of	of	ADP
bracis-19043	175	6	dhillon	dhillon	PROPN
bracis-19043	175	7	and	and	CCONJ
bracis-19043	175	8	kluger	kluger	PROPN
bracis-19043	175	9	et	et	PROPN
bracis-19043	175	10	al	al	PROPN
bracis-19043	175	11	.	.	PUNCT
bracis-19043	176	1	because	because	SCONJ
bracis-19043	176	2	they	they	PRON
bracis-19043	176	3	are	be	AUX
bracis-19043	176	4	consolidated	consolidated	ADJ
bracis-19043	176	5	approaches	approach	NOUN
bracis-19043	176	6	in	in	ADP
bracis-19043	176	7	the	the	DET
bracis-19043	176	8	literature	literature	NOUN
bracis-19043	176	9	and	and	CCONJ
bracis-19043	176	10	publicly	publicly	ADV
bracis-19043	176	11	available	available	ADJ
bracis-19043	176	12	as	as	ADP
bracis-19043	176	13	a	a	DET
bracis-19043	176	14	package	package	NOUN
bracis-19043	176	15	by	by	ADP
bracis-19043	176	16	scikit	scikit	NOUN
bracis-19043	176	17	learnfootnote	learnfootnote	VERB
bracis-19043	176	18	2	2	NUM
bracis-19043	176	19	.	.	PUNCT
bracis-19043	176	20	considering	consider	VERB
bracis-19043	176	21	their	their	PRON
bracis-19043	176	22	stable	stable	ADJ
bracis-19043	176	23	implementation	implementation	NOUN
bracis-19043	176	24	,	,	PUNCT
bracis-19043	176	25	we	we	PRON
bracis-19043	176	26	selected	select	VERB
bracis-19043	176	27	these	these	DET
bracis-19043	176	28	works	work	NOUN
bracis-19043	176	29	once	once	SCONJ
bracis-19043	176	30	the	the	DET
bracis-19043	176	31	overlapping	overlap	VERB
bracis-19043	176	32	baseline	baseline	NOUN
bracis-19043	176	33	methods	method	NOUN
bracis-19043	176	34	fail	fail	VERB
bracis-19043	176	35	to	to	PART
bracis-19043	176	36	find	find	VERB
bracis-19043	176	37	the	the	DET
bracis-19043	176	38	embedded	embed	VERB
bracis-19043	176	39	overlapped	overlapped	ADJ
bracis-19043	176	40	co	co	NOUN
bracis-19043	176	41	-	-	NOUN
bracis-19043	176	42	clusters	cluster	NOUN
bracis-19043	176	43	.	.	PUNCT
bracis-19043	177	1	therefore	therefore	ADV
bracis-19043	177	2	,	,	PUNCT
bracis-19043	177	3	we	we	PRON
bracis-19043	177	4	include	include	VERB
bracis-19043	177	5	those	those	DET
bracis-19043	177	6	non	non	ADJ
bracis-19043	177	7	-	-	ADJ
bracis-19043	177	8	overlapped	overlapped	ADJ
bracis-19043	177	9	methods	method	NOUN
bracis-19043	177	10	in	in	ADP
bracis-19043	177	11	the	the	DET
bracis-19043	177	12	baseline	baseline	NOUN
bracis-19043	177	13	to	to	PART
bracis-19043	177	14	compare	compare	VERB
bracis-19043	177	15	such	such	DET
bracis-19043	177	16	a	a	DET
bracis-19043	177	17	co	co	ADJ
bracis-19043	177	18	-	-	ADJ
bracis-19043	177	19	clustering	clustering	ADJ
bracis-19043	177	20	result	result	NOUN
bracis-19043	177	21	.	.	PUNCT
bracis-19043	178	1	we	we	PRON
bracis-19043	178	2	used	use	VERB
bracis-19043	178	3	three	three	NUM
bracis-19043	178	4	synthetic	synthetic	ADJ
bracis-19043	178	5	datasets	dataset	NOUN
bracis-19043	178	6	named	name	VERB
bracis-19043	178	7	synthetic-1	synthetic-1	NOUN
bracis-19043	178	8	and	and	CCONJ
bracis-19043	178	9	synthetic-2	synthetic-2	NUM
bracis-19043	178	10	,	,	PUNCT
bracis-19043	178	11	and	and	CCONJ
bracis-19043	178	12	synthetic-3	synthetic-3	PROPN
bracis-19043	178	13	,	,	PUNCT
bracis-19043	178	14	where	where	SCONJ
bracis-19043	178	15	we	we	PRON
bracis-19043	178	16	artificially	artificially	ADV
bracis-19043	178	17	embedded	embed	VERB
bracis-19043	178	18	the	the	DET
bracis-19043	178	19	co	co	NOUN
bracis-19043	178	20	-	-	NOUN
bracis-19043	178	21	clusters	cluster	NOUN
bracis-19043	178	22	(	(	PUNCT
bracis-19043	178	23	patterns	pattern	NOUN
bracis-19043	178	24	)	)	PUNCT
bracis-19043	178	25	to	to	PART
bracis-19043	178	26	create	create	VERB
bracis-19043	178	27	the	the	DET
bracis-19043	178	28	ground	ground	NOUN
bracis-19043	178	29	-	-	PUNCT
bracis-19043	178	30	truth	truth	NOUN
bracis-19043	178	31	datasets	dataset	NOUN
bracis-19043	178	32	.	.	PUNCT
bracis-19043	179	1	furthermore	furthermore	ADV
bracis-19043	179	2	,	,	PUNCT
bracis-19043	179	3	we	we	PRON
bracis-19043	179	4	also	also	ADV
bracis-19043	179	5	evaluated	evaluate	VERB
bracis-19043	179	6	ococlus	ococlus	ADJ
bracis-19043	179	7	on	on	ADP
bracis-19043	179	8	two	two	NUM
bracis-19043	179	9	real	real	ADJ
bracis-19043	179	10	-	-	PUNCT
bracis-19043	179	11	life	life	NOUN
bracis-19043	179	12	datasets	dataset	NOUN
bracis-19043	179	13	,	,	PUNCT
bracis-19043	179	14	named	name	VERB
bracis-19043	179	15	cal500footnote	cal500footnote	PROPN
bracis-19043	179	16	3	3	NUM
bracis-19043	179	17	and	and	CCONJ
bracis-19043	179	18	cv-19footnote	cv-19footnote	VERB
bracis-19043	179	19	4	4	NUM
bracis-19043	179	20	,	,	PUNCT
bracis-19043	179	21	to	to	PART
bracis-19043	179	22	show	show	VERB
bracis-19043	179	23	its	its	PRON
bracis-19043	179	24	efficacy	efficacy	NOUN
bracis-19043	179	25	in	in	ADP
bracis-19043	179	26	the	the	DET
bracis-19043	179	27	real	real	ADJ
bracis-19043	179	28	application	application	NOUN
bracis-19043	179	29	scenario	scenario	NOUN
bracis-19043	179	30	.	.	PUNCT
bracis-19043	180	1	all	all	DET
bracis-19043	180	2	the	the	DET
bracis-19043	180	3	experiments	experiment	NOUN
bracis-19043	180	4	data	datum	NOUN
bracis-19043	180	5	and	and	CCONJ
bracis-19043	180	6	source	source	NOUN
bracis-19043	180	7	code	code	NOUN
bracis-19043	180	8	are	be	AUX
bracis-19043	180	9	made	make	VERB
bracis-19043	180	10	public	public	ADJ
bracis-19043	180	11	.	.	PUNCT
bracis-19043	181	1	we	we	PRON
bracis-19043	181	2	performed	perform	VERB
bracis-19043	181	3	the	the	DET
bracis-19043	181	4	experiments	experiment	NOUN
bracis-19043	181	5	in	in	ADP
bracis-19043	181	6	a	a	DET
bracis-19043	181	7	machine	machine	NOUN
bracis-19043	181	8	with	with	ADP
bracis-19043	181	9	a	a	DET
bracis-19043	181	10	processor	processor	NOUN
bracis-19043	181	11	intel	intel	NOUN
bracis-19043	181	12	i7	i7	NOUN
bracis-19043	181	13	-	-	PUNCT
bracis-19043	181	14	7700	7700	NUM
bracis-19043	181	15	3.6	3.6	NUM
bracis-19043	181	16	ghz	ghz	NOUN
bracis-19043	181	17	,	,	PUNCT
bracis-19043	181	18	16	16	NUM
bracis-19043	181	19	gb	gb	NOUN
bracis-19043	181	20	of	of	ADP
bracis-19043	181	21	memory	memory	NOUN
bracis-19043	181	22	,	,	PUNCT
bracis-19043	181	23	and	and	CCONJ
bracis-19043	181	24	os	os	NOUN
bracis-19043	181	25	windows	window	NOUN
bracis-19043	181	26	10	10	NUM
bracis-19043	181	27	64bits	64bit	NOUN
bracis-19043	181	28	.	.	PUNCT
bracis-19043	182	1	furthermore	furthermore	ADV
bracis-19043	182	2	,	,	PUNCT
bracis-19043	182	3	we	we	PRON
bracis-19043	182	4	ran	run	VERB
bracis-19043	182	5	15	15	NUM
bracis-19043	182	6	independent	independent	ADJ
bracis-19043	182	7	simulations	simulation	NOUN
bracis-19043	182	8	for	for	ADP
bracis-19043	182	9	all	all	DET
bracis-19043	182	10	methods	method	NOUN
bracis-19043	182	11	on	on	ADP
bracis-19043	182	12	each	each	DET
bracis-19043	182	13	synthetic	synthetic	ADJ
bracis-19043	182	14	dataset	dataset	VERB
bracis-19043	182	15	to	to	PART
bracis-19043	182	16	compute	compute	VERB
bracis-19043	182	17	the	the	DET
bracis-19043	182	18	average	average	ADJ
bracis-19043	182	19	and	and	CCONJ
bracis-19043	182	20	standard	standard	ADJ
bracis-19043	182	21	deviation	deviation	NOUN
bracis-19043	182	22	of	of	ADP
bracis-19043	182	23	the	the	DET
bracis-19043	182	24	evaluation	evaluation	NOUN
bracis-19043	182	25	metrics	metric	NOUN
bracis-19043	182	26	score	score	NOUN
bracis-19043	182	27	.	.	PUNCT
bracis-19043	183	1	table	table	NOUN
bracis-19043	183	2	 	 	SPACE
bracis-19043	183	3	1	1	NUM
bracis-19043	183	4	shows	show	VERB
bracis-19043	183	5	the	the	DET
bracis-19043	183	6	main	main	ADJ
bracis-19043	183	7	characteristics	characteristic	NOUN
bracis-19043	183	8	of	of	ADP
bracis-19043	183	9	the	the	DET
bracis-19043	183	10	datasets	dataset	NOUN
bracis-19043	183	11	used	use	VERB
bracis-19043	183	12	in	in	ADP
bracis-19043	183	13	the	the	DET
bracis-19043	183	14	experiments	experiment	NOUN
bracis-19043	183	15	.	.	PUNCT
bracis-19043	184	1	it	it	PRON
bracis-19043	184	2	shows	show	VERB
bracis-19043	184	3	the	the	DET
bracis-19043	184	4	total	total	ADJ
bracis-19043	184	5	number	number	NOUN
bracis-19043	184	6	of	of	ADP
bracis-19043	184	7	objects	object	NOUN
bracis-19043	184	8	and	and	CCONJ
bracis-19043	184	9	attributes	attribute	NOUN
bracis-19043	184	10	,	,	PUNCT
bracis-19043	184	11	the	the	DET
bracis-19043	184	12	sparsity	sparsity	NOUN
bracis-19043	184	13	in	in	ADP
bracis-19043	184	14	the	the	DET
bracis-19043	184	15	data	datum	NOUN
bracis-19043	184	16	(	(	PUNCT
bracis-19043	184	17	percentage	percentage	NOUN
bracis-19043	184	18	of	of	ADP
bracis-19043	184	19	zeros	zero	NOUN
bracis-19043	184	20	)	)	PUNCT
bracis-19043	184	21	,	,	PUNCT
bracis-19043	184	22	and	and	CCONJ
bracis-19043	184	23	the	the	DET
bracis-19043	184	24	number	number	NOUN
bracis-19043	184	25	of	of	ADP
bracis-19043	184	26	co	co	NOUN
bracis-19043	184	27	-	-	NOUN
bracis-19043	184	28	clusters	cluster	NOUN
bracis-19043	184	29	for	for	ADP
bracis-19043	184	30	the	the	DET
bracis-19043	184	31	synthetic	synthetic	ADJ
bracis-19043	184	32	datasets	dataset	NOUN
bracis-19043	184	33	.	.	PUNCT
bracis-19043	185	1	table	table	NOUN
bracis-19043	185	2	1	1	NUM
bracis-19043	185	3	.	.	PUNCT
bracis-19043	186	1	datasets	dataset	NOUN
bracis-19043	186	2	description.full	description.full	PROPN
bracis-19043	186	3	size	size	NOUN
bracis-19043	186	4	table	table	NOUN
bracis-19043	186	5	we	we	PRON
bracis-19043	186	6	use	use	VERB
bracis-19043	186	7	four	four	NUM
bracis-19043	186	8	evaluation	evaluation	NOUN
bracis-19043	186	9	metrics	metric	NOUN
bracis-19043	186	10	to	to	PART
bracis-19043	186	11	assess	assess	VERB
bracis-19043	186	12	the	the	DET
bracis-19043	186	13	quality	quality	NOUN
bracis-19043	186	14	of	of	ADP
bracis-19043	186	15	the	the	DET
bracis-19043	186	16	ococlus	ococlus	ADJ
bracis-19043	186	17	.	.	PUNCT
bracis-19043	187	1	first	first	ADV
bracis-19043	187	2	,	,	PUNCT
bracis-19043	187	3	we	we	PRON
bracis-19043	187	4	use	use	VERB
bracis-19043	187	5	the	the	DET
bracis-19043	187	6	reconstruction	reconstruction	NOUN
bracis-19043	187	7	error	error	NOUN
bracis-19043	187	8	matrix	matrix	NOUN
bracis-19043	187	9	to	to	PART
bracis-19043	187	10	measure	measure	VERB
bracis-19043	187	11	the	the	DET
bracis-19043	187	12	difference	difference	NOUN
bracis-19043	187	13	between	between	ADP
bracis-19043	187	14	data	datum	NOUN
bracis-19043	187	15	input	input	NOUN
bracis-19043	187	16	and	and	CCONJ
bracis-19043	187	17	found	find	VERB
bracis-19043	187	18	co	co	NOUN
bracis-19043	187	19	-	-	NOUN
bracis-19043	187	20	clusters	cluster	NOUN
bracis-19043	187	21	given	give	VERB
bracis-19043	187	22	by	by	ADP
bracis-19043	187	23	rec\(_{error	rec\(_{error	PROPN
bracis-19043	187	24	}	}	PUNCT
bracis-19043	187	25	=	=	SYM
bracis-19043	187	26	\	\	ADJ
bracis-19043	187	27	)	)	PUNCT
bracis-19043	187	28	||x	||x	NOUN
bracis-19043	187	29	\(\veebar	\(\veebar	NOUN
bracis-19043	187	30	\	\	NOUN
bracis-19043	187	31	)	)	PUNCT
bracis-19043	187	32	y||	y||	NOUN
bracis-19043	187	33	similar	similar	ADJ
bracis-19043	187	34	to	to	ADP
bracis-19043	187	35	 	 	SPACE
bracis-19043	187	36	[	[	X
bracis-19043	187	37	7	7	NUM
bracis-19043	187	38	]	]	PUNCT
bracis-19043	187	39	.	.	PUNCT
bracis-19043	188	1	in	in	ADP
bracis-19043	188	2	short	short	ADJ
bracis-19043	188	3	,	,	PUNCT
bracis-19043	188	4	we	we	PRON
bracis-19043	188	5	take	take	VERB
bracis-19043	188	6	the	the	DET
bracis-19043	188	7	sum	sum	NOUN
bracis-19043	188	8	of	of	ADP
bracis-19043	188	9	the	the	DET
bracis-19043	188	10	element	element	NOUN
bracis-19043	188	11	-	-	PUNCT
bracis-19043	188	12	wise	wise	ADJ
bracis-19043	188	13	xor	xor	PROPN
bracis-19043	188	14	(	(	PUNCT
bracis-19043	188	15	\(\veebar	\(\veebar	NOUN
bracis-19043	188	16	\	\	PROPN
bracis-19043	188	17	)	)	PUNCT
bracis-19043	188	18	)	)	PUNCT
bracis-19043	188	19	between	between	ADP
bracis-19043	188	20	the	the	DET
bracis-19043	188	21	input	input	NOUN
bracis-19043	188	22	data	data	NOUN
bracis-19043	188	23	matrix	matrix	NOUN
bracis-19043	188	24	x	x	SYM
bracis-19043	188	25	(	(	PUNCT
bracis-19043	188	26	ground	ground	NOUN
bracis-19043	188	27	-	-	PUNCT
bracis-19043	188	28	truth	truth	NOUN
bracis-19043	188	29	)	)	PUNCT
bracis-19043	188	30	and	and	CCONJ
bracis-19043	188	31	the	the	DET
bracis-19043	188	32	reconstructed	reconstructed	ADJ
bracis-19043	188	33	matrix	matrix	NOUN
bracis-19043	188	34	y	y	NOUN
bracis-19043	188	35	regarding	regard	VERB
bracis-19043	188	36	the	the	DET
bracis-19043	188	37	found	find	VERB
bracis-19043	188	38	co	co	NOUN
bracis-19043	188	39	-	-	NOUN
bracis-19043	188	40	clusters	cluster	NOUN
bracis-19043	188	41	to	to	PART
bracis-19043	188	42	measure	measure	VERB
bracis-19043	188	43	the	the	DET
bracis-19043	188	44	quantity	quantity	NOUN
bracis-19043	188	45	of	of	ADP
bracis-19043	188	46	false	false	ADJ
bracis-19043	188	47	positives	positive	NOUN
bracis-19043	188	48	and	and	CCONJ
bracis-19043	188	49	false	false	ADJ
bracis-19043	188	50	negatives	negative	NOUN
bracis-19043	188	51	.	.	PUNCT
bracis-19043	189	1	the	the	DET
bracis-19043	189	2	clustering	cluster	VERB
bracis-19043	189	3	quality	quality	NOUN
bracis-19043	189	4	is	be	AUX
bracis-19043	189	5	better	well	ADJ
bracis-19043	189	6	when	when	SCONJ
bracis-19043	189	7	the	the	DET
bracis-19043	189	8	result	result	NOUN
bracis-19043	189	9	of	of	ADP
bracis-19043	189	10	the	the	DET
bracis-19043	189	11	rec\(_{error}\	rec\(_{error}\	NOUN
bracis-19043	189	12	)	)	PUNCT
bracis-19043	189	13	is	be	AUX
bracis-19043	189	14	equal	equal	ADJ
bracis-19043	189	15	or	or	CCONJ
bracis-19043	189	16	close	close	ADJ
bracis-19043	189	17	to	to	ADP
bracis-19043	189	18	zero	zero	NUM
bracis-19043	189	19	.	.	PUNCT
bracis-19043	190	1	the	the	DET
bracis-19043	190	2	other	other	ADJ
bracis-19043	190	3	three	three	NUM
bracis-19043	190	4	metrics	metric	NOUN
bracis-19043	190	5	are	be	AUX
bracis-19043	190	6	omega	omega	NOUN
bracis-19043	190	7	index	index	NOUN
bracis-19043	190	8	(	(	PUNCT
bracis-19043	190	9	overlapped	overlapped	ADJ
bracis-19043	190	10	version	version	NOUN
bracis-19043	190	11	of	of	ADP
bracis-19043	190	12	ari	ari	PROPN
bracis-19043	190	13	measure	measure	NOUN
bracis-19043	190	14	)	)	PUNCT
bracis-19043	190	15	,	,	PUNCT
bracis-19043	190	16	overlapped	overlap	VERB
bracis-19043	190	17	normalized	normalize	VERB
bracis-19043	190	18	mutual	mutual	ADJ
bracis-19043	190	19	information	information	NOUN
bracis-19043	190	20	(	(	PUNCT
bracis-19043	190	21	onmi	onmi	NOUN
bracis-19043	190	22	)	)	PUNCT
bracis-19043	190	23	and	and	CCONJ
bracis-19043	190	24	overlapped	overlap	VERB
bracis-19043	190	25	f1	f1	NOUN
bracis-19043	190	26	measure	measure	NOUN
bracis-19043	190	27	(	(	PUNCT
bracis-19043	190	28	f\(_{score}\	f\(_{score}\	ADJ
bracis-19043	190	29	)	)	PUNCT
bracis-19043	190	30	)	)	PUNCT
bracis-19043	190	31	 	 	SPACE
bracis-19043	191	1	[	[	X
bracis-19043	191	2	10	10	NUM
bracis-19043	191	3	]	]	PUNCT
bracis-19043	191	4	.	.	PUNCT
bracis-19043	192	1	for	for	ADP
bracis-19043	192	2	these	these	DET
bracis-19043	192	3	three	three	NUM
bracis-19043	192	4	last	last	ADJ
bracis-19043	192	5	measures	measure	NOUN
bracis-19043	192	6	,	,	PUNCT
bracis-19043	192	7	the	the	DET
bracis-19043	192	8	clustering	clustering	ADJ
bracis-19043	192	9	quality	quality	NOUN
bracis-19043	192	10	is	be	AUX
bracis-19043	192	11	better	well	ADJ
bracis-19043	192	12	when	when	SCONJ
bracis-19043	192	13	the	the	DET
bracis-19043	192	14	result	result	NOUN
bracis-19043	192	15	is	be	AUX
bracis-19043	192	16	equal	equal	ADJ
bracis-19043	192	17	or	or	CCONJ
bracis-19043	192	18	close	close	ADJ
bracis-19043	192	19	to	to	ADP
bracis-19043	192	20	one	one	NUM
bracis-19043	192	21	,	,	PUNCT
bracis-19043	192	22	where	where	SCONJ
bracis-19043	192	23	one	one	PRON
bracis-19043	192	24	is	be	AUX
bracis-19043	192	25	the	the	DET
bracis-19043	192	26	maximum	maximum	ADJ
bracis-19043	192	27	score	score	NOUN
bracis-19043	192	28	.	.	PUNCT
bracis-19043	193	1	we	we	PRON
bracis-19043	193	2	decided	decide	VERB
bracis-19043	193	3	to	to	PART
bracis-19043	193	4	use	use	VERB
bracis-19043	193	5	these	these	DET
bracis-19043	193	6	measures	measure	NOUN
bracis-19043	193	7	since	since	SCONJ
bracis-19043	193	8	our	our	PRON
bracis-19043	193	9	approach	approach	NOUN
bracis-19043	193	10	focuses	focus	VERB
bracis-19043	193	11	on	on	ADP
bracis-19043	193	12	the	the	DET
bracis-19043	193	13	overlapping	overlap	VERB
bracis-19043	193	14	problem	problem	NOUN
bracis-19043	193	15	and	and	CCONJ
bracis-19043	193	16	therefore	therefore	ADV
bracis-19043	193	17	the	the	DET
bracis-19043	193	18	traditional	traditional	ADJ
bracis-19043	193	19	measures	measure	NOUN
bracis-19043	193	20	like	like	ADP
bracis-19043	193	21	for	for	ADP
bracis-19043	193	22	example	example	NOUN
bracis-19043	193	23	adjusted	adjust	VERB
bracis-19043	193	24	rand	rand	NOUN
bracis-19043	193	25	index	index	NOUN
bracis-19043	193	26	(	(	PUNCT
bracis-19043	193	27	ari	ari	PROPN
bracis-19043	193	28	)	)	PUNCT
bracis-19043	193	29	,	,	PUNCT
bracis-19043	193	30	normalized	normalize	VERB
bracis-19043	193	31	mutual	mutual	ADJ
bracis-19043	193	32	information	information	NOUN
bracis-19043	193	33	(	(	PUNCT
bracis-19043	193	34	nmi	nmi	PROPN
bracis-19043	193	35	)	)	PUNCT
bracis-19043	193	36	,	,	PUNCT
bracis-19043	193	37	and	and	CCONJ
bracis-19043	193	38	f\(_{score}\	f\(_{score}\	PROPN
bracis-19043	193	39	)	)	PUNCT
bracis-19043	193	40	are	be	AUX
bracis-19043	193	41	not	not	PART
bracis-19043	193	42	suitable	suitable	ADJ
bracis-19043	193	43	to	to	PART
bracis-19043	193	44	capture	capture	VERB
bracis-19043	193	45	the	the	DET
bracis-19043	193	46	overlapping	overlap	VERB
bracis-19043	193	47	behaviour	behaviour	NOUN
bracis-19043	193	48	.	.	PUNCT
bracis-19043	194	1	5.1	5.1	NUM
bracis-19043	194	2	evaluation	evaluation	NOUN
bracis-19043	194	3	of	of	ADP
bracis-19043	194	4	 	 	SPACE
bracis-19043	194	5	ococlus	ococlus	ADJ
bracis-19043	194	6	with	with	ADP
bracis-19043	194	7	 	 	SPACE
bracis-19043	194	8	synthetic	synthetic	ADJ
bracis-19043	194	9	data	datum	NOUN
bracis-19043	194	10	to	to	PART
bracis-19043	194	11	be	be	AUX
bracis-19043	194	12	fair	fair	ADJ
bracis-19043	194	13	with	with	ADP
bracis-19043	194	14	all	all	DET
bracis-19043	194	15	methods	method	NOUN
bracis-19043	194	16	,	,	PUNCT
bracis-19043	194	17	we	we	PRON
bracis-19043	194	18	set	set	VERB
bracis-19043	194	19	the	the	DET
bracis-19043	194	20	number	number	NOUN
bracis-19043	194	21	of	of	ADP
bracis-19043	194	22	co	co	NOUN
bracis-19043	194	23	-	-	NOUN
bracis-19043	194	24	clusters	cluster	NOUN
bracis-19043	194	25	k	k	NOUN
bracis-19043	194	26	according	accord	VERB
bracis-19043	194	27	to	to	ADP
bracis-19043	194	28	the	the	DET
bracis-19043	194	29	ground	ground	NOUN
bracis-19043	194	30	-	-	PUNCT
bracis-19043	194	31	truth	truth	NOUN
bracis-19043	194	32	shown	show	VERB
bracis-19043	194	33	in	in	ADP
bracis-19043	194	34	table	table	NOUN
bracis-19043	194	35	 	 	SPACE
bracis-19043	194	36	1	1	NUM
bracis-19043	194	37	.	.	PUNCT
bracis-19043	195	1	regarding	regard	VERB
bracis-19043	195	2	the	the	DET
bracis-19043	195	3	noise	noise	NOUN
bracis-19043	195	4	control	control	NOUN
bracis-19043	195	5	used	use	VERB
bracis-19043	195	6	by	by	ADP
bracis-19043	195	7	lucchese	lucchese	PROPN
bracis-19043	195	8	et	et	PROPN
bracis-19043	195	9	 	 	SPACE
bracis-19043	195	10	al	al	PROPN
bracis-19043	195	11	.	.	PUNCT
bracis-19043	196	1	[	[	X
bracis-19043	196	2	9	9	NUM
bracis-19043	196	3	]	]	PUNCT
bracis-19043	196	4	,	,	PUNCT
bracis-19043	196	5	we	we	PRON
bracis-19043	196	6	use	use	VERB
bracis-19043	196	7	three	three	NUM
bracis-19043	196	8	configurations	configuration	NOUN
bracis-19043	196	9	(	(	PUNCT
bracis-19043	196	10	t\(_{1}\	t\(_{1}\	PROPN
bracis-19043	196	11	)	)	PUNCT
bracis-19043	196	12	,	,	PUNCT
bracis-19043	196	13	t\(_{2}\	t\(_{2}\	PROPN
bracis-19043	196	14	)	)	PUNCT
bracis-19043	196	15	and	and	CCONJ
bracis-19043	196	16	t\(_{3}\	t\(_{3}\	PROPN
bracis-19043	196	17	)	)	PUNCT
bracis-19043	196	18	)	)	PUNCT
bracis-19043	196	19	of	of	ADP
bracis-19043	196	20	noise	noise	NOUN
bracis-19043	196	21	threshold	threshold	NOUN
bracis-19043	196	22	parameters	parameter	NOUN
bracis-19043	196	23	to	to	PART
bracis-19043	196	24	assess	assess	VERB
bracis-19043	196	25	its	its	PRON
bracis-19043	196	26	clustering	clustering	ADJ
bracis-19043	196	27	result	result	NOUN
bracis-19043	196	28	when	when	SCONJ
bracis-19043	196	29	the	the	DET
bracis-19043	196	30	noise	noise	NOUN
bracis-19043	196	31	values	value	NOUN
bracis-19043	196	32	change	change	VERB
bracis-19043	196	33	.	.	PUNCT
bracis-19043	197	1	the	the	DET
bracis-19043	197	2	configuration	configuration	NOUN
bracis-19043	197	3	t\(_{1}\	t\(_{1}\	ADV
bracis-19043	197	4	)	)	PUNCT
bracis-19043	197	5	uses	use	VERB
bracis-19043	197	6	the	the	DET
bracis-19043	197	7	object	object	NOUN
bracis-19043	197	8	noise	noise	NOUN
bracis-19043	197	9	threshold	threshold	NOUN
bracis-19043	197	10	\(\epsilon	\(\epsilon	NOUN
bracis-19043	197	11	_	_	PUNCT
bracis-19043	197	12	{	{	PUNCT
bracis-19043	197	13	i	i	NOUN
bracis-19043	197	14	}	}	PUNCT
bracis-19043	197	15	=	=	SYM
bracis-19043	197	16	0\	0\	PROPN
bracis-19043	197	17	)	)	PUNCT
bracis-19043	197	18	and	and	CCONJ
bracis-19043	197	19	attribute	attribute	NOUN
bracis-19043	197	20	noise	noise	NOUN
bracis-19043	197	21	threshold	threshold	NOUN
bracis-19043	197	22	\(\epsilon	\(\epsilon	NOUN
bracis-19043	197	23	_	_	X
bracis-19043	197	24	{	{	PUNCT
bracis-19043	197	25	j	j	NOUN
bracis-19043	197	26	}	}	PUNCT
bracis-19043	197	27	=	=	SYM
bracis-19043	197	28	0\	0\	PROPN
bracis-19043	197	29	)	)	PUNCT
bracis-19043	197	30	.	.	PUNCT
bracis-19043	198	1	for	for	ADP
bracis-19043	198	2	the	the	DET
bracis-19043	198	3	last	last	ADJ
bracis-19043	198	4	two	two	NUM
bracis-19043	198	5	configurations	configuration	NOUN
bracis-19043	198	6	t\(_{2}\	t\(_{2}\	PROPN
bracis-19043	198	7	)	)	PUNCT
bracis-19043	198	8	and	and	CCONJ
bracis-19043	198	9	t\(_{3}\	t\(_{3}\	PROPN
bracis-19043	198	10	)	)	PUNCT
bracis-19043	198	11	,	,	PUNCT
bracis-19043	198	12	the	the	DET
bracis-19043	198	13	noise	noise	NOUN
bracis-19043	198	14	values	value	NOUN
bracis-19043	198	15	are	be	AUX
bracis-19043	198	16	the	the	DET
bracis-19043	198	17	same	same	ADJ
bracis-19043	198	18	used	use	VERB
bracis-19043	198	19	in	in	ADP
bracis-19043	198	20	lucchese	lucchese	PROPN
bracis-19043	198	21	et	et	PROPN
bracis-19043	198	22	al	al	PROPN
bracis-19043	198	23	.	.	PUNCT
bracis-19043	199	1	[	[	X
bracis-19043	199	2	9	9	NUM
bracis-19043	199	3	]	]	PUNCT
bracis-19043	199	4	.	.	PUNCT
bracis-19043	200	1	the	the	DET
bracis-19043	200	2	configuration	configuration	NOUN
bracis-19043	200	3	t\(_{2}\	t\(_{2}\	PROPN
bracis-19043	200	4	)	)	PUNCT
bracis-19043	200	5	uses	use	VERB
bracis-19043	200	6	\(\epsilon	\(\epsilon	NOUN
bracis-19043	200	7	_	_	X
bracis-19043	200	8	{	{	PUNCT
bracis-19043	200	9	i}=0.5\	i}=0.5\	NOUN
bracis-19043	200	10	)	)	PUNCT
bracis-19043	200	11	and	and	CCONJ
bracis-19043	200	12	\(\epsilon	\(\epsilon	NOUN
bracis-19043	200	13	_	_	PRON
bracis-19043	200	14	{	{	PUNCT
bracis-19043	200	15	j}=0.8\	j}=0.8\	ADV
bracis-19043	200	16	)	)	PUNCT
bracis-19043	200	17	,	,	PUNCT
bracis-19043	200	18	while	while	SCONJ
bracis-19043	200	19	configuration	configuration	NOUN
bracis-19043	200	20	\(t_{3}\	\(t_{3}\	PROPN
bracis-19043	200	21	)	)	PUNCT
bracis-19043	200	22	uses	use	VERB
bracis-19043	200	23	\(\epsilon	\(\epsilon	NOUN
bracis-19043	200	24	_	_	X
bracis-19043	200	25	{	{	PUNCT
bracis-19043	200	26	i}=1\	i}=1\	NOUN
bracis-19043	200	27	)	)	PUNCT
bracis-19043	200	28	and	and	CCONJ
bracis-19043	200	29	\(\epsilon	\(\epsilon	NOUN
bracis-19043	200	30	_	_	PRON
bracis-19043	200	31	{	{	PUNCT
bracis-19043	200	32	j}=1\	j}=1\	NOUN
bracis-19043	200	33	)	)	PUNCT
bracis-19043	200	34	.	.	PUNCT
bracis-19043	201	1	table	table	NOUN
bracis-19043	201	2	2	2	NUM
bracis-19043	201	3	.	.	PUNCT
bracis-19043	202	1	score	score	NOUN
bracis-19043	202	2	of	of	ADP
bracis-19043	202	3	the	the	DET
bracis-19043	202	4	evaluation	evaluation	NOUN
bracis-19043	202	5	metrics	metric	NOUN
bracis-19043	202	6	for	for	ADP
bracis-19043	202	7	the	the	DET
bracis-19043	202	8	synthetic	synthetic	ADJ
bracis-19043	202	9	datasets.full	datasets.full	NUM
bracis-19043	202	10	size	size	NOUN
bracis-19043	202	11	table	table	NOUN
bracis-19043	202	12	table	table	NOUN
bracis-19043	202	13	 	 	SPACE
bracis-19043	202	14	2	2	NUM
bracis-19043	202	15	shows	show	NOUN
bracis-19043	202	16	respectively	respectively	ADV
bracis-19043	202	17	the	the	DET
bracis-19043	202	18	average	average	ADJ
bracis-19043	202	19	and	and	CCONJ
bracis-19043	202	20	standard	standard	ADJ
bracis-19043	202	21	deviation	deviation	NOUN
bracis-19043	202	22	from	from	ADP
bracis-19043	202	23	the	the	DET
bracis-19043	202	24	evaluation	evaluation	NOUN
bracis-19043	202	25	metrics	metric	NOUN
bracis-19043	202	26	for	for	ADP
bracis-19043	202	27	each	each	DET
bracis-19043	202	28	method	method	NOUN
bracis-19043	202	29	and	and	CCONJ
bracis-19043	202	30	synthetic	synthetic	ADJ
bracis-19043	202	31	dataset	dataset	NOUN
bracis-19043	202	32	.	.	PUNCT
bracis-19043	203	1	it	it	PRON
bracis-19043	203	2	can	can	AUX
bracis-19043	203	3	be	be	AUX
bracis-19043	203	4	seen	see	VERB
bracis-19043	203	5	that	that	PRON
bracis-19043	203	6	ococlus	ococlus	ADJ
bracis-19043	203	7	obtained	obtain	VERB
bracis-19043	203	8	the	the	DET
bracis-19043	203	9	best	good	ADJ
bracis-19043	203	10	score	score	NOUN
bracis-19043	203	11	result	result	NOUN
bracis-19043	203	12	in	in	ADP
bracis-19043	203	13	all	all	DET
bracis-19043	203	14	synthetic	synthetic	ADJ
bracis-19043	203	15	datasets	dataset	NOUN
bracis-19043	203	16	;	;	PUNCT
bracis-19043	203	17	hence	hence	ADV
bracis-19043	203	18	,	,	PUNCT
bracis-19043	203	19	it	it	PRON
bracis-19043	203	20	finds	find	VERB
bracis-19043	203	21	the	the	DET
bracis-19043	203	22	embedded	embed	VERB
bracis-19043	203	23	overlapped	overlapped	ADJ
bracis-19043	203	24	co	co	NOUN
bracis-19043	203	25	-	-	NOUN
bracis-19043	203	26	clusters	cluster	NOUN
bracis-19043	203	27	.	.	PUNCT
bracis-19043	204	1	lucchese\(_{t_{1}}\	lucchese\(_{t_{1}}\	PROPN
bracis-19043	204	2	)	)	PUNCT
bracis-19043	204	3	obtained	obtain	VERB
bracis-19043	204	4	the	the	DET
bracis-19043	204	5	second	second	ADJ
bracis-19043	204	6	best	good	ADJ
bracis-19043	204	7	result	result	NOUN
bracis-19043	204	8	while	while	SCONJ
bracis-19043	204	9	the	the	DET
bracis-19043	204	10	other	other	ADJ
bracis-19043	204	11	two	two	NUM
bracis-19043	204	12	configurations	configuration	NOUN
bracis-19043	204	13	obtained	obtain	VERB
bracis-19043	204	14	the	the	DET
bracis-19043	204	15	same	same	ADJ
bracis-19043	204	16	score	score	NOUN
bracis-19043	204	17	values	value	NOUN
bracis-19043	204	18	because	because	SCONJ
bracis-19043	204	19	they	they	PRON
bracis-19043	204	20	identified	identify	VERB
bracis-19043	204	21	the	the	DET
bracis-19043	204	22	same	same	ADJ
bracis-19043	204	23	co	co	NOUN
bracis-19043	204	24	-	-	NOUN
bracis-19043	204	25	clusters	cluster	NOUN
bracis-19043	204	26	.	.	PUNCT
bracis-19043	205	1	the	the	DET
bracis-19043	205	2	method	method	NOUN
bracis-19043	205	3	proposed	propose	VERB
bracis-19043	205	4	by	by	ADP
bracis-19043	205	5	li	li	PROPN
bracis-19043	205	6	[	[	X
bracis-19043	205	7	7	7	NUM
bracis-19043	205	8	]	]	PUNCT
bracis-19043	205	9	obtained	obtain	VERB
bracis-19043	205	10	the	the	DET
bracis-19043	205	11	worst	bad	ADJ
bracis-19043	205	12	result	result	NOUN
bracis-19043	205	13	among	among	ADP
bracis-19043	205	14	the	the	DET
bracis-19043	205	15	methods	method	NOUN
bracis-19043	205	16	.	.	PUNCT
bracis-19043	206	1	this	this	PRON
bracis-19043	206	2	happens	happen	VERB
bracis-19043	206	3	because	because	SCONJ
bracis-19043	206	4	the	the	DET
bracis-19043	206	5	method	method	NOUN
bracis-19043	206	6	sometimes	sometimes	ADV
bracis-19043	206	7	does	do	AUX
bracis-19043	206	8	not	not	PART
bracis-19043	206	9	converge	converge	VERB
bracis-19043	206	10	to	to	ADP
bracis-19043	206	11	any	any	DET
bracis-19043	206	12	co	co	NOUN
bracis-19043	206	13	-	-	NOUN
bracis-19043	206	14	cluster	cluster	NOUN
bracis-19043	206	15	which	which	PRON
bracis-19043	206	16	makes	make	VERB
bracis-19043	206	17	its	its	PRON
bracis-19043	206	18	overall	overall	ADJ
bracis-19043	206	19	result	result	NOUN
bracis-19043	206	20	worse	bad	ADJ
bracis-19043	206	21	than	than	ADP
bracis-19043	206	22	or	or	CCONJ
bracis-19043	206	23	close	close	ADV
bracis-19043	206	24	to	to	ADP
bracis-19043	206	25	the	the	DET
bracis-19043	206	26	non	non	ADJ
bracis-19043	206	27	-	-	ADJ
bracis-19043	206	28	overlapped	overlapped	ADJ
bracis-19043	206	29	methods	method	NOUN
bracis-19043	206	30	.	.	PUNCT
bracis-19043	207	1	besides	besides	SCONJ
bracis-19043	207	2	,	,	PUNCT
bracis-19043	207	3	it	it	PRON
bracis-19043	207	4	can	can	AUX
bracis-19043	207	5	be	be	AUX
bracis-19043	207	6	seen	see	VERB
bracis-19043	207	7	in	in	ADP
bracis-19043	207	8	 	 	SPACE
bracis-19043	207	9	table	table	NOUN
bracis-19043	207	10	 	 	SPACE
bracis-19043	207	11	2	2	NUM
bracis-19043	207	12	that	that	SCONJ
bracis-19043	207	13	the	the	DET
bracis-19043	207	14	baseline	baseline	NOUN
bracis-19043	207	15	methods	method	NOUN
bracis-19043	207	16	do	do	AUX
bracis-19043	207	17	not	not	PART
bracis-19043	207	18	find	find	VERB
bracis-19043	207	19	the	the	DET
bracis-19043	207	20	real	real	ADJ
bracis-19043	207	21	number	number	NOUN
bracis-19043	207	22	of	of	ADP
bracis-19043	207	23	co	co	NOUN
bracis-19043	207	24	-	-	NOUN
bracis-19043	207	25	clusters	cluster	NOUN
bracis-19043	207	26	once	once	SCONJ
bracis-19043	207	27	their	their	PRON
bracis-19043	207	28	evaluation	evaluation	NOUN
bracis-19043	207	29	scores	score	NOUN
bracis-19043	207	30	do	do	AUX
bracis-19043	207	31	not	not	PART
bracis-19043	207	32	reach	reach	VERB
bracis-19043	207	33	the	the	DET
bracis-19043	207	34	best	good	ADJ
bracis-19043	207	35	value	value	NOUN
bracis-19043	207	36	.	.	PUNCT
bracis-19043	208	1	regarding	regard	VERB
bracis-19043	208	2	the	the	DET
bracis-19043	208	3	non	non	ADJ
bracis-19043	208	4	-	-	ADJ
bracis-19043	208	5	overlapped	overlapped	ADJ
bracis-19043	208	6	methods	method	NOUN
bracis-19043	208	7	,	,	PUNCT
bracis-19043	208	8	the	the	DET
bracis-19043	208	9	method	method	NOUN
bracis-19043	208	10	proposed	propose	VERB
bracis-19043	208	11	by	by	ADP
bracis-19043	208	12	kluger	kluger	PROPN
bracis-19043	208	13	et	et	PROPN
bracis-19043	208	14	al	al	PROPN
bracis-19043	208	15	.	.	PUNCT
bracis-19043	209	1	[	[	X
bracis-19043	209	2	6	6	NUM
bracis-19043	209	3	]	]	PUNCT
bracis-19043	209	4	shows	show	VERB
bracis-19043	209	5	the	the	DET
bracis-19043	209	6	worse	bad	ADJ
bracis-19043	209	7	overall	overall	ADJ
bracis-19043	209	8	co	co	ADJ
bracis-19043	209	9	-	-	ADJ
bracis-19043	209	10	clustering	clustering	ADJ
bracis-19043	209	11	result	result	NOUN
bracis-19043	209	12	.	.	PUNCT
bracis-19043	210	1	meanwhile	meanwhile	ADV
bracis-19043	210	2	,	,	PUNCT
bracis-19043	210	3	the	the	DET
bracis-19043	210	4	method	method	NOUN
bracis-19043	210	5	of	of	ADP
bracis-19043	210	6	li	li	PROPN
bracis-19043	211	1	[	[	X
bracis-19043	211	2	7	7	NUM
bracis-19043	211	3	]	]	PUNCT
bracis-19043	211	4	improved	improve	VERB
bracis-19043	211	5	slightly	slightly	ADV
bracis-19043	211	6	its	its	PRON
bracis-19043	211	7	overall	overall	ADJ
bracis-19043	211	8	clustering	clustering	ADJ
bracis-19043	211	9	result	result	NOUN
bracis-19043	211	10	in	in	ADP
bracis-19043	211	11	synthetic-2	synthetic-2	NUM
bracis-19043	211	12	dataset	dataset	NOUN
bracis-19043	211	13	compared	compare	VERB
bracis-19043	211	14	to	to	ADP
bracis-19043	211	15	synthetic-1	synthetic-1	NUM
bracis-19043	211	16	and	and	CCONJ
bracis-19043	211	17	synthetic-3	synthetic-3	PROPN
bracis-19043	211	18	.	.	PUNCT
bracis-19043	212	1	however	however	ADV
bracis-19043	212	2	,	,	PUNCT
bracis-19043	212	3	it	it	PRON
bracis-19043	212	4	does	do	AUX
bracis-19043	212	5	not	not	PART
bracis-19043	212	6	overcome	overcome	VERB
bracis-19043	212	7	the	the	DET
bracis-19043	212	8	clustering	clustering	ADJ
bracis-19043	212	9	results	result	NOUN
bracis-19043	212	10	of	of	ADP
bracis-19043	212	11	the	the	DET
bracis-19043	212	12	non	non	ADJ
bracis-19043	212	13	-	-	ADJ
bracis-19043	212	14	overlapped	overlapped	ADJ
bracis-19043	212	15	approaches	approach	NOUN
bracis-19043	212	16	at	at	ADV
bracis-19043	212	17	all	all	ADV
bracis-19043	212	18	.	.	PUNCT
bracis-19043	213	1	in	in	ADP
bracis-19043	213	2	summary	summary	NOUN
bracis-19043	213	3	,	,	PUNCT
bracis-19043	213	4	it	it	PRON
bracis-19043	213	5	can	can	AUX
bracis-19043	213	6	be	be	AUX
bracis-19043	213	7	seen	see	VERB
bracis-19043	213	8	in	in	ADP
bracis-19043	213	9	 	 	SPACE
bracis-19043	213	10	table	table	NOUN
bracis-19043	213	11	 	 	SPACE
bracis-19043	213	12	2	2	NUM
bracis-19043	213	13	that	that	PRON
bracis-19043	213	14	ocuclus	ocuclus	ADJ
bracis-19043	213	15	outperformed	outperform	VERB
bracis-19043	213	16	the	the	DET
bracis-19043	213	17	baseline	baseline	NOUN
bracis-19043	213	18	methods	method	NOUN
bracis-19043	213	19	in	in	ADP
bracis-19043	213	20	all	all	DET
bracis-19043	213	21	evaluation	evaluation	NOUN
bracis-19043	213	22	metrics	metric	NOUN
bracis-19043	213	23	.	.	PUNCT
bracis-19043	214	1	such	such	DET
bracis-19043	214	2	a	a	DET
bracis-19043	214	3	result	result	NOUN
bracis-19043	214	4	occurs	occur	VERB
bracis-19043	214	5	because	because	SCONJ
bracis-19043	214	6	ococlus	ococlus	ADJ
bracis-19043	214	7	identifies	identify	VERB
bracis-19043	214	8	all	all	DET
bracis-19043	214	9	global	global	ADJ
bracis-19043	214	10	and	and	CCONJ
bracis-19043	214	11	local	local	ADJ
bracis-19043	214	12	co	co	NOUN
bracis-19043	214	13	-	-	NOUN
bracis-19043	214	14	clusters	cluster	NOUN
bracis-19043	214	15	while	while	SCONJ
bracis-19043	214	16	the	the	DET
bracis-19043	214	17	baselines	baseline	NOUN
bracis-19043	214	18	fail	fail	VERB
bracis-19043	214	19	to	to	PART
bracis-19043	214	20	find	find	VERB
bracis-19043	214	21	both	both	DET
bracis-19043	214	22	co	co	NOUN
bracis-19043	214	23	-	-	NOUN
bracis-19043	214	24	cluster	cluster	NOUN
bracis-19043	214	25	structures	structure	NOUN
bracis-19043	214	26	correctly	correctly	ADV
bracis-19043	214	27	in	in	ADP
bracis-19043	214	28	the	the	DET
bracis-19043	214	29	data	datum	NOUN
bracis-19043	214	30	.	.	PUNCT
bracis-19043	215	1	the	the	DET
bracis-19043	215	2	baselines	baseline	NOUN
bracis-19043	215	3	focus	focus	VERB
bracis-19043	215	4	on	on	ADP
bracis-19043	215	5	the	the	DET
bracis-19043	215	6	global	global	ADJ
bracis-19043	215	7	non	non	ADJ
bracis-19043	215	8	-	-	ADJ
bracis-19043	215	9	overlapped	overlapped	ADJ
bracis-19043	215	10	and	and	CCONJ
bracis-19043	215	11	overlapped	overlapped	ADJ
bracis-19043	215	12	structures	structure	NOUN
bracis-19043	215	13	.	.	PUNCT
bracis-19043	216	1	regarding	regard	VERB
bracis-19043	216	2	the	the	DET
bracis-19043	216	3	baseline	baseline	ADJ
bracis-19043	216	4	methods	method	NOUN
bracis-19043	216	5	,	,	PUNCT
bracis-19043	216	6	using	use	VERB
bracis-19043	216	7	the	the	DET
bracis-19043	216	8	constraint	constraint	NOUN
bracis-19043	216	9	t\(_{1}\	t\(_{1}\	ADV
bracis-19043	216	10	)	)	PUNCT
bracis-19043	216	11	in	in	ADP
bracis-19043	216	12	the	the	DET
bracis-19043	216	13	work	work	NOUN
bracis-19043	216	14	of	of	ADP
bracis-19043	216	15	lucchese	lucchese	PROPN
bracis-19043	216	16	et	et	PROPN
bracis-19043	216	17	al	al	PROPN
bracis-19043	216	18	.	.	PUNCT
bracis-19043	217	1	[	[	X
bracis-19043	217	2	9	9	NUM
bracis-19043	217	3	]	]	PUNCT
bracis-19043	217	4	,	,	PUNCT
bracis-19043	217	5	this	this	DET
bracis-19043	217	6	configuration	configuration	NOUN
bracis-19043	217	7	generated	generate	VERB
bracis-19043	217	8	the	the	DET
bracis-19043	217	9	best	good	ADJ
bracis-19043	217	10	clustering	clustering	ADJ
bracis-19043	217	11	result	result	NOUN
bracis-19043	217	12	.	.	PUNCT
bracis-19043	218	1	however	however	ADV
bracis-19043	218	2	,	,	PUNCT
bracis-19043	218	3	considering	consider	VERB
bracis-19043	218	4	the	the	DET
bracis-19043	218	5	other	other	ADJ
bracis-19043	218	6	two	two	NUM
bracis-19043	218	7	constraints	constraint	NOUN
bracis-19043	218	8	,	,	PUNCT
bracis-19043	218	9	we	we	PRON
bracis-19043	218	10	notice	notice	VERB
bracis-19043	218	11	that	that	SCONJ
bracis-19043	218	12	they	they	PRON
bracis-19043	218	13	do	do	AUX
bracis-19043	218	14	not	not	PART
bracis-19043	218	15	improve	improve	VERB
bracis-19043	218	16	the	the	DET
bracis-19043	218	17	clustering	clustering	ADJ
bracis-19043	218	18	result	result	NOUN
bracis-19043	218	19	.	.	PUNCT
bracis-19043	219	1	furthermore	furthermore	ADV
bracis-19043	219	2	,	,	PUNCT
bracis-19043	219	3	the	the	DET
bracis-19043	219	4	method	method	NOUN
bracis-19043	219	5	proposed	propose	VERB
bracis-19043	219	6	by	by	ADP
bracis-19043	219	7	li	li	PROPN
bracis-19043	219	8	 	 	SPACE
bracis-19043	219	9	[	[	X
bracis-19043	219	10	7	7	X
bracis-19043	219	11	]	]	PUNCT
bracis-19043	219	12	shows	show	VERB
bracis-19043	219	13	an	an	DET
bracis-19043	219	14	overall	overall	ADV
bracis-19043	219	15	worse	bad	ADJ
bracis-19043	219	16	clustering	clustering	NOUN
bracis-19043	219	17	result	result	NOUN
bracis-19043	219	18	,	,	PUNCT
bracis-19043	219	19	even	even	ADV
bracis-19043	219	20	though	though	SCONJ
bracis-19043	219	21	it	it	PRON
bracis-19043	219	22	improved	improve	VERB
bracis-19043	219	23	its	its	PRON
bracis-19043	219	24	performance	performance	NOUN
bracis-19043	219	25	in	in	ADP
bracis-19043	219	26	the	the	DET
bracis-19043	219	27	synthetic-2	synthetic-2	NUM
bracis-19043	219	28	dataset	dataset	NOUN
bracis-19043	219	29	but	but	CCONJ
bracis-19043	219	30	not	not	PART
bracis-19043	219	31	enough	enough	ADJ
bracis-19043	219	32	to	to	PART
bracis-19043	219	33	overcome	overcome	VERB
bracis-19043	219	34	all	all	DET
bracis-19043	219	35	methods	method	NOUN
bracis-19043	219	36	.	.	PUNCT
bracis-19043	220	1	the	the	DET
bracis-19043	220	2	methods	method	NOUN
bracis-19043	220	3	of	of	ADP
bracis-19043	220	4	kluger	kluger	PROPN
bracis-19043	220	5	et	et	PROPN
bracis-19043	220	6	al	al	PROPN
bracis-19043	220	7	.	.	PUNCT
bracis-19043	221	1	[	[	X
bracis-19043	221	2	6	6	NUM
bracis-19043	221	3	]	]	PUNCT
bracis-19043	221	4	and	and	CCONJ
bracis-19043	221	5	dhillon	dhillon	PROPN
bracis-19043	222	1	[	[	X
bracis-19043	222	2	3	3	NUM
bracis-19043	222	3	]	]	PUNCT
bracis-19043	222	4	,	,	PUNCT
bracis-19043	222	5	in	in	ADP
bracis-19043	222	6	general	general	ADJ
bracis-19043	222	7	,	,	PUNCT
bracis-19043	222	8	obtained	obtain	VERB
bracis-19043	222	9	stable	stable	ADJ
bracis-19043	222	10	results	result	NOUN
bracis-19043	222	11	in	in	ADP
bracis-19043	222	12	comparison	comparison	NOUN
bracis-19043	222	13	with	with	ADP
bracis-19043	222	14	li	li	PROPN
bracis-19043	223	1	[	[	X
bracis-19043	223	2	7	7	NUM
bracis-19043	223	3	]	]	PUNCT
bracis-19043	223	4	.	.	PUNCT
bracis-19043	224	1	5.2	5.2	NUM
bracis-19043	224	2	real	real	ADJ
bracis-19043	224	3	application	application	NOUN
bracis-19043	224	4	scenario	scenario	NOUN
bracis-19043	224	5	in	in	ADP
bracis-19043	224	6	this	this	DET
bracis-19043	224	7	section	section	NOUN
bracis-19043	224	8	,	,	PUNCT
bracis-19043	224	9	we	we	PRON
bracis-19043	224	10	used	use	VERB
bracis-19043	224	11	ococlus	ococlus	ADJ
bracis-19043	224	12	on	on	ADP
bracis-19043	224	13	two	two	NUM
bracis-19043	224	14	real	real	ADJ
bracis-19043	224	15	datasets	dataset	NOUN
bracis-19043	224	16	to	to	PART
bracis-19043	224	17	demonstrate	demonstrate	VERB
bracis-19043	224	18	its	its	PRON
bracis-19043	224	19	general	general	ADJ
bracis-19043	224	20	utility	utility	NOUN
bracis-19043	224	21	.	.	PUNCT
bracis-19043	225	1	we	we	PRON
bracis-19043	225	2	set	set	VERB
bracis-19043	225	3	the	the	DET
bracis-19043	225	4	noise	noise	NOUN
bracis-19043	225	5	thresholds	threshold	NOUN
bracis-19043	225	6	\(\epsilon	\(\epsilon	NOUN
bracis-19043	225	7	_	_	X
bracis-19043	225	8	{	{	PUNCT
bracis-19043	225	9	i}\	i}\	NUM
bracis-19043	225	10	)	)	PUNCT
bracis-19043	225	11	and	and	CCONJ
bracis-19043	225	12	\(\epsilon	\(\epsilon	NOUN
bracis-19043	225	13	_	_	PRON
bracis-19043	225	14	{	{	PUNCT
bracis-19043	225	15	j}\	j}\	PROPN
bracis-19043	225	16	)	)	PUNCT
bracis-19043	225	17	to	to	ADP
bracis-19043	225	18	the	the	DET
bracis-19043	225	19	minimum	minimum	ADJ
bracis-19043	225	20	value	value	NOUN
bracis-19043	225	21	,	,	PUNCT
bracis-19043	225	22	and	and	CCONJ
bracis-19043	225	23	this	this	PRON
bracis-19043	225	24	means	mean	VERB
bracis-19043	225	25	that	that	SCONJ
bracis-19043	225	26	we	we	PRON
bracis-19043	225	27	are	be	AUX
bracis-19043	225	28	not	not	PART
bracis-19043	225	29	allowing	allow	VERB
bracis-19043	225	30	any	any	DET
bracis-19043	225	31	attribute	attribute	NOUN
bracis-19043	225	32	or	or	CCONJ
bracis-19043	225	33	object	object	VERB
bracis-19043	225	34	to	to	PART
bracis-19043	225	35	be	be	AUX
bracis-19043	225	36	added	add	VERB
bracis-19043	225	37	as	as	ADP
bracis-19043	225	38	noise	noise	NOUN
bracis-19043	225	39	in	in	ADP
bracis-19043	225	40	the	the	DET
bracis-19043	225	41	co	co	NOUN
bracis-19043	225	42	-	-	NOUN
bracis-19043	225	43	clusters	cluster	NOUN
bracis-19043	225	44	.	.	PUNCT
bracis-19043	226	1	with	with	ADP
bracis-19043	226	2	this	this	DET
bracis-19043	226	3	parameter	parameter	NOUN
bracis-19043	226	4	control	control	NOUN
bracis-19043	226	5	,	,	PUNCT
bracis-19043	226	6	it	it	PRON
bracis-19043	226	7	is	be	AUX
bracis-19043	226	8	possible	possible	ADJ
bracis-19043	226	9	to	to	PART
bracis-19043	226	10	have	have	VERB
bracis-19043	226	11	a	a	DET
bracis-19043	226	12	better	well	ADJ
bracis-19043	226	13	understanding	understanding	NOUN
bracis-19043	226	14	of	of	ADP
bracis-19043	226	15	the	the	DET
bracis-19043	226	16	co	co	NOUN
bracis-19043	226	17	-	-	ADJ
bracis-19043	226	18	cluster	cluster	NOUN
bracis-19043	226	19	structure	structure	NOUN
bracis-19043	226	20	.	.	PUNCT
bracis-19043	227	1	in	in	ADP
bracis-19043	227	2	fact	fact	NOUN
bracis-19043	227	3	,	,	PUNCT
bracis-19043	227	4	ococlus	ococlus	ADJ
bracis-19043	227	5	finds	find	VERB
bracis-19043	227	6	pure	pure	ADJ
bracis-19043	227	7	co	co	NOUN
bracis-19043	227	8	-	-	NOUN
bracis-19043	227	9	clusters	cluster	NOUN
bracis-19043	227	10	when	when	SCONJ
bracis-19043	227	11	the	the	DET
bracis-19043	227	12	noise	noise	NOUN
bracis-19043	227	13	thresholds	threshold	NOUN
bracis-19043	227	14	are	be	AUX
bracis-19043	227	15	set	set	VERB
bracis-19043	227	16	to	to	ADP
bracis-19043	227	17	the	the	DET
bracis-19043	227	18	minimum	minimum	ADJ
bracis-19043	227	19	value	value	NOUN
bracis-19043	227	20	(	(	PUNCT
bracis-19043	227	21	zero	zero	NUM
bracis-19043	227	22	)	)	PUNCT
bracis-19043	227	23	;	;	PUNCT
bracis-19043	227	24	this	this	PRON
bracis-19043	227	25	means	mean	VERB
bracis-19043	227	26	that	that	SCONJ
bracis-19043	227	27	all	all	DET
bracis-19043	227	28	attributes	attribute	NOUN
bracis-19043	227	29	that	that	PRON
bracis-19043	227	30	occur	occur	VERB
bracis-19043	227	31	in	in	ADP
bracis-19043	227	32	all	all	DET
bracis-19043	227	33	objects	object	NOUN
bracis-19043	227	34	do	do	AUX
bracis-19043	227	35	not	not	PART
bracis-19043	227	36	include	include	VERB
bracis-19043	227	37	the	the	DET
bracis-19043	227	38	presence	presence	NOUN
bracis-19043	227	39	of	of	ADP
bracis-19043	227	40	noise	noise	NOUN
bracis-19043	227	41	.	.	PUNCT
bracis-19043	228	1	music	music	NOUN
bracis-19043	228	2	annotation	annotation	NOUN
bracis-19043	228	3	.	.	PUNCT
bracis-19043	229	1	the	the	DET
bracis-19043	229	2	left	left	ADJ
bracis-19043	229	3	side	side	NOUN
bracis-19043	229	4	of	of	ADP
bracis-19043	229	5	 	 	SPACE
bracis-19043	229	6	fig	fig	NOUN
bracis-19043	229	7	.	.	PUNCT
bracis-19043	229	8	 	 	SPACE
bracis-19043	229	9	1	1	NUM
bracis-19043	229	10	shows	show	VERB
bracis-19043	229	11	the	the	DET
bracis-19043	229	12	bitmap	bitmap	NOUN
bracis-19043	229	13	of	of	ADP
bracis-19043	229	14	the	the	DET
bracis-19043	229	15	cal500	cal500	PROPN
bracis-19043	229	16	dataset	dataset	NOUN
bracis-19043	229	17	,	,	PUNCT
bracis-19043	229	18	and	and	CCONJ
bracis-19043	229	19	the	the	DET
bracis-19043	229	20	right	right	ADJ
bracis-19043	229	21	side	side	NOUN
bracis-19043	229	22	shows	show	VERB
bracis-19043	229	23	the	the	DET
bracis-19043	229	24	bitmap	bitmap	NOUN
bracis-19043	229	25	of	of	ADP
bracis-19043	229	26	the	the	DET
bracis-19043	229	27	ococlus	ococlus	ADJ
bracis-19043	229	28	result	result	NOUN
bracis-19043	229	29	.	.	PUNCT
bracis-19043	230	1	similar	similar	ADJ
bracis-19043	230	2	to	to	ADP
bracis-19043	230	3	li	li	PROPN
bracis-19043	231	1	[	[	X
bracis-19043	231	2	7	7	NUM
bracis-19043	231	3	]	]	PUNCT
bracis-19043	231	4	,	,	PUNCT
bracis-19043	231	5	the	the	DET
bracis-19043	231	6	question	question	NOUN
bracis-19043	231	7	is	be	AUX
bracis-19043	231	8	to	to	PART
bracis-19043	231	9	identify	identify	VERB
bracis-19043	231	10	song	song	NOUN
bracis-19043	231	11	sets	set	NOUN
bracis-19043	231	12	that	that	PRON
bracis-19043	231	13	share	share	VERB
bracis-19043	231	14	similar	similar	ADJ
bracis-19043	231	15	annotations	annotation	NOUN
bracis-19043	231	16	.	.	PUNCT
bracis-19043	232	1	moreover	moreover	ADV
bracis-19043	232	2	,	,	PUNCT
bracis-19043	232	3	we	we	PRON
bracis-19043	232	4	are	be	AUX
bracis-19043	232	5	interested	interested	ADJ
bracis-19043	232	6	in	in	ADP
bracis-19043	232	7	finding	find	VERB
bracis-19043	232	8	which	which	PRON
bracis-19043	232	9	are	be	AUX
bracis-19043	232	10	the	the	DET
bracis-19043	232	11	common	common	ADJ
bracis-19043	232	12	annotations	annotation	NOUN
bracis-19043	232	13	that	that	PRON
bracis-19043	232	14	distinguish	distinguish	VERB
bracis-19043	232	15	each	each	DET
bracis-19043	232	16	song	song	NOUN
bracis-19043	232	17	set	set	VERB
bracis-19043	232	18	.	.	PUNCT
bracis-19043	233	1	this	this	DET
bracis-19043	233	2	task	task	NOUN
bracis-19043	233	3	can	can	AUX
bracis-19043	233	4	enhance	enhance	VERB
bracis-19043	233	5	our	our	PRON
bracis-19043	233	6	perception	perception	NOUN
bracis-19043	233	7	of	of	ADP
bracis-19043	233	8	the	the	DET
bracis-19043	233	9	relationship	relationship	NOUN
bracis-19043	233	10	between	between	ADP
bracis-19043	233	11	songs	song	NOUN
bracis-19043	233	12	and	and	CCONJ
bracis-19043	233	13	annotations	annotation	NOUN
bracis-19043	233	14	and	and	CCONJ
bracis-19043	233	15	therefore	therefore	ADV
bracis-19043	233	16	it	it	PRON
bracis-19043	233	17	can	can	AUX
bracis-19043	233	18	be	be	AUX
bracis-19043	233	19	applied	apply	VERB
bracis-19043	233	20	to	to	ADP
bracis-19043	233	21	music	music	NOUN
bracis-19043	233	22	retrieval	retrieval	NOUN
bracis-19043	233	23	and	and	CCONJ
bracis-19043	233	24	recommendation	recommendation	NOUN
bracis-19043	233	25	system	system	NOUN
bracis-19043	233	26	.	.	PUNCT
bracis-19043	234	1	we	we	PRON
bracis-19043	234	2	used	use	VERB
bracis-19043	234	3	ococlus	ococlus	ADV
bracis-19043	234	4	in	in	ADP
bracis-19043	234	5	the	the	DET
bracis-19043	234	6	processed	process	VERB
bracis-19043	234	7	dataset	dataset	NOUN
bracis-19043	234	8	and	and	CCONJ
bracis-19043	234	9	the	the	DET
bracis-19043	234	10	main	main	ADJ
bracis-19043	234	11	co	co	NOUN
bracis-19043	234	12	-	-	NOUN
bracis-19043	234	13	clusters	cluster	NOUN
bracis-19043	234	14	are	be	AUX
bracis-19043	234	15	highlighted	highlight	VERB
bracis-19043	234	16	in	in	ADP
bracis-19043	234	17	the	the	DET
bracis-19043	234	18	right	right	ADJ
bracis-19043	234	19	side	side	NOUN
bracis-19043	234	20	of	of	ADP
bracis-19043	234	21	 	 	SPACE
bracis-19043	234	22	fig	fig	NOUN
bracis-19043	234	23	.	.	PUNCT
bracis-19043	234	24	 	 	SPACE
bracis-19043	235	1	1	1	NUM
bracis-19043	235	2	.	.	PUNCT
bracis-19043	235	3	fig	fig	NOUN
bracis-19043	235	4	.	.	PUNCT
bracis-19043	236	1	1	1	X
bracis-19043	236	2	.	.	X
bracis-19043	236	3	cal500	cal500	ADJ
bracis-19043	236	4	music	music	NOUN
bracis-19043	236	5	dataset	dataset	NOUN
bracis-19043	236	6	.	.	PUNCT
bracis-19043	237	1	the	the	DET
bracis-19043	237	2	left	left	ADJ
bracis-19043	237	3	side	side	NOUN
bracis-19043	237	4	shows	show	VERB
bracis-19043	237	5	the	the	DET
bracis-19043	237	6	bitmap	bitmap	NOUN
bracis-19043	237	7	of	of	ADP
bracis-19043	237	8	the	the	DET
bracis-19043	237	9	binary	binary	ADJ
bracis-19043	237	10	annotation	annotation	NOUN
bracis-19043	237	11	matrix	matrix	NOUN
bracis-19043	237	12	where	where	SCONJ
bracis-19043	237	13	objects	object	NOUN
bracis-19043	237	14	represent	represent	VERB
bracis-19043	237	15	songs	song	NOUN
bracis-19043	237	16	and	and	CCONJ
bracis-19043	237	17	attributes	attribute	NOUN
bracis-19043	237	18	represent	represent	VERB
bracis-19043	237	19	annotations	annotation	NOUN
bracis-19043	237	20	(	(	PUNCT
bracis-19043	237	21	black	black	ADJ
bracis-19043	237	22	=	=	NOUN
bracis-19043	237	23	presence	presence	NOUN
bracis-19043	237	24	;	;	PUNCT
bracis-19043	237	25	white	white	ADJ
bracis-19043	237	26	=	=	SYM
bracis-19043	237	27	absence	absence	NOUN
bracis-19043	237	28	)	)	PUNCT
bracis-19043	237	29	.	.	PUNCT
bracis-19043	238	1	the	the	DET
bracis-19043	238	2	right	right	ADJ
bracis-19043	238	3	side	side	NOUN
bracis-19043	238	4	shows	show	VERB
bracis-19043	238	5	the	the	DET
bracis-19043	238	6	bitmap	bitmap	NOUN
bracis-19043	238	7	of	of	ADP
bracis-19043	238	8	the	the	DET
bracis-19043	238	9	identified	identify	VERB
bracis-19043	238	10	co	co	NOUN
bracis-19043	238	11	-	-	NOUN
bracis-19043	238	12	clusters	cluster	NOUN
bracis-19043	238	13	.	.	PUNCT
bracis-19043	239	1	objects	object	NOUN
bracis-19043	239	2	and	and	CCONJ
bracis-19043	239	3	attributes	attribute	NOUN
bracis-19043	239	4	are	be	AUX
bracis-19043	239	5	ordered	order	VERB
bracis-19043	239	6	in	in	ADP
bracis-19043	239	7	the	the	DET
bracis-19043	239	8	same	same	ADJ
bracis-19043	239	9	way	way	NOUN
bracis-19043	239	10	in	in	ADP
bracis-19043	239	11	both	both	DET
bracis-19043	239	12	figures	figure	NOUN
bracis-19043	239	13	just	just	ADV
bracis-19043	239	14	for	for	ADP
bracis-19043	239	15	visualization	visualization	NOUN
bracis-19043	239	16	purpose	purpose	NOUN
bracis-19043	239	17	.	.	PUNCT
bracis-19043	240	1	(	(	PUNCT
bracis-19043	240	2	best	well	ADV
bracis-19043	240	3	seen	see	VERB
bracis-19043	240	4	in	in	ADP
bracis-19043	240	5	color	color	NOUN
bracis-19043	240	6	)	)	PUNCT
bracis-19043	240	7	(	(	PUNCT
bracis-19043	240	8	color	color	NOUN
bracis-19043	240	9	figure	figure	NOUN
bracis-19043	240	10	online	online	ADV
bracis-19043	240	11	)	)	PUNCT
bracis-19043	240	12	full	full	ADJ
bracis-19043	240	13	size	size	NOUN
bracis-19043	240	14	image	image	NOUN
bracis-19043	240	15	ococlus	ococlus	ADV
bracis-19043	240	16	identified	identify	VERB
bracis-19043	240	17	three	three	NUM
bracis-19043	240	18	main	main	ADJ
bracis-19043	240	19	levels	level	NOUN
bracis-19043	240	20	which	which	PRON
bracis-19043	240	21	are	be	AUX
bracis-19043	240	22	within	within	ADP
bracis-19043	240	23	the	the	DET
bracis-19043	240	24	red	red	ADJ
bracis-19043	240	25	lines	line	NOUN
bracis-19043	240	26	and	and	CCONJ
bracis-19043	240	27	four	four	NUM
bracis-19043	240	28	main	main	ADJ
bracis-19043	240	29	co	co	NOUN
bracis-19043	240	30	-	-	NOUN
bracis-19043	240	31	clusters	cluster	NOUN
bracis-19043	240	32	.	.	PUNCT
bracis-19043	241	1	the	the	DET
bracis-19043	241	2	two	two	NUM
bracis-19043	241	3	larger	large	ADJ
bracis-19043	241	4	global	global	ADJ
bracis-19043	241	5	co	co	NOUN
bracis-19043	241	6	-	-	NOUN
bracis-19043	241	7	clusters	cluster	NOUN
bracis-19043	241	8	have	have	VERB
bracis-19043	241	9	the	the	DET
bracis-19043	241	10	size	size	NOUN
bracis-19043	241	11	150	150	NUM
bracis-19043	241	12	\(\times	\(\time	NOUN
bracis-19043	241	13	\	\	NOUN
bracis-19043	241	14	)	)	PUNCT
bracis-19043	241	15	13	13	NUM
bracis-19043	241	16	and	and	CCONJ
bracis-19043	241	17	100	100	NUM
bracis-19043	241	18	\(\times	\(\time	NOUN
bracis-19043	241	19	\	\	NOUN
bracis-19043	241	20	)	)	PUNCT
bracis-19043	241	21	12	12	NUM
bracis-19043	241	22	.	.	PUNCT
bracis-19043	242	1	further	far	ADV
bracis-19043	242	2	,	,	PUNCT
bracis-19043	242	3	looking	look	VERB
bracis-19043	242	4	into	into	ADP
bracis-19043	242	5	these	these	DET
bracis-19043	242	6	two	two	NUM
bracis-19043	242	7	co	co	NOUN
bracis-19043	242	8	-	-	NOUN
bracis-19043	242	9	clusters	cluster	NOUN
bracis-19043	242	10	we	we	PRON
bracis-19043	242	11	found	find	VERB
bracis-19043	242	12	such	such	ADJ
bracis-19043	242	13	annotations	annotation	NOUN
bracis-19043	242	14	as	as	ADP
bracis-19043	242	15	“	"	PUNCT
bracis-19043	242	16	not	not	PART
bracis-19043	242	17	-	-	PUNCT
bracis-19043	242	18	song	song	NOUN
bracis-19043	242	19	-	-	PUNCT
bracis-19043	242	20	fast\(\_\)tempo	fast\(\_\)tempo	NOUN
bracis-19043	242	21	”	"	PUNCT
bracis-19043	242	22	,	,	PUNCT
bracis-19043	242	23	“	"	PUNCT
bracis-19043	242	24	not	not	PART
bracis-19043	242	25	-	-	PUNCT
bracis-19043	242	26	emotion	emotion	NOUN
bracis-19043	242	27	-	-	PUNCT
bracis-19043	242	28	angry	angry	ADJ
bracis-19043	242	29	-	-	PUNCT
bracis-19043	242	30	aggressive	aggressive	ADJ
bracis-19043	242	31	”	"	PUNCT
bracis-19043	242	32	,	,	PUNCT
bracis-19043	242	33	“	"	PUNCT
bracis-19043	242	34	not	not	PART
bracis-19043	242	35	-	-	PUNCT
bracis-19043	242	36	song	song	NOUN
bracis-19043	242	37	-	-	PUNCT
bracis-19043	242	38	heavy\(\_\)beat	heavy\(\_\)beat	NOUN
bracis-19043	242	39	”	"	PUNCT
bracis-19043	242	40	and	and	CCONJ
bracis-19043	242	41	“	"	PUNCT
bracis-19043	242	42	not	not	PART
bracis-19043	242	43	-	-	PUNCT
bracis-19043	242	44	emotion	emotion	NOUN
bracis-19043	242	45	-	-	PUNCT
bracis-19043	242	46	bizarre	bizarre	ADJ
bracis-19043	242	47	-	-	PUNCT
bracis-19043	242	48	weird	weird	ADJ
bracis-19043	242	49	”	"	PUNCT
bracis-19043	242	50	for	for	ADP
bracis-19043	242	51	the	the	DET
bracis-19043	242	52	first	first	ADJ
bracis-19043	242	53	co	co	NOUN
bracis-19043	242	54	-	-	NOUN
bracis-19043	242	55	cluster	cluster	NOUN
bracis-19043	242	56	,	,	PUNCT
bracis-19043	242	57	and	and	CCONJ
bracis-19043	242	58	the	the	DET
bracis-19043	242	59	“	"	PUNCT
bracis-19043	242	60	song	song	NOUN
bracis-19043	242	61	-	-	PUNCT
bracis-19043	242	62	fast\(\_\)tempo	fast\(\_\)tempo	NOUN
bracis-19043	242	63	”	"	PUNCT
bracis-19043	242	64	,	,	PUNCT
bracis-19043	242	65	“	"	PUNCT
bracis-19043	242	66	not	not	PART
bracis-19043	242	67	-	-	PUNCT
bracis-19043	242	68	emotion	emotion	NOUN
bracis-19043	242	69	-	-	PUNCT
bracis-19043	242	70	angry	angry	ADJ
bracis-19043	242	71	-	-	PUNCT
bracis-19043	242	72	aggressive	aggressive	ADJ
bracis-19043	242	73	”	"	PUNCT
bracis-19043	242	74	,	,	PUNCT
bracis-19043	242	75	“	"	PUNCT
bracis-19043	242	76	song	song	NOUN
bracis-19043	242	77	-	-	PUNCT
bracis-19043	242	78	heavy\(\_\)beat	heavy\(\_\)beat	NOUN
bracis-19043	242	79	”	"	PUNCT
bracis-19043	242	80	and	and	CCONJ
bracis-19043	242	81	“	"	PUNCT
bracis-19043	242	82	song	song	NOUN
bracis-19043	242	83	-	-	PUNCT
bracis-19043	242	84	high\(\_\)energy	high\(\_\)energy	NOUN
bracis-19043	242	85	”	"	PUNCT
bracis-19043	242	86	for	for	ADP
bracis-19043	242	87	the	the	DET
bracis-19043	242	88	second	second	ADJ
bracis-19043	242	89	co	co	NOUN
bracis-19043	242	90	-	-	NOUN
bracis-19043	242	91	cluster	cluster	NOUN
bracis-19043	242	92	.	.	PUNCT
bracis-19043	243	1	the	the	PRON
bracis-19043	243	2	first	first	ADJ
bracis-19043	243	3	co	co	NOUN
bracis-19043	243	4	-	-	NOUN
bracis-19043	243	5	cluster	cluster	NOUN
bracis-19043	243	6	includes	include	VERB
bracis-19043	243	7	songs	song	NOUN
bracis-19043	243	8	such	such	ADJ
bracis-19043	243	9	as	as	ADP
bracis-19043	243	10	“	"	PUNCT
bracis-19043	243	11	for	for	ADP
bracis-19043	243	12	you	you	PRON
bracis-19043	243	13	and	and	CCONJ
bracis-19043	243	14	i	i	PRON
bracis-19043	243	15	”	"	PUNCT
bracis-19043	243	16	by	by	ADP
bracis-19043	243	17	10cc	10cc	NOUN
bracis-19043	243	18	,	,	PUNCT
bracis-19043	243	19	“	"	PUNCT
bracis-19043	243	20	three	three	NUM
bracis-19043	243	21	little	little	ADJ
bracis-19043	243	22	birds	bird	NOUN
bracis-19043	243	23	”	"	PUNCT
bracis-19043	243	24	by	by	ADP
bracis-19043	243	25	bob	bob	PROPN
bracis-19043	243	26	marley	marley	NOUN
bracis-19043	243	27	and	and	CCONJ
bracis-19043	243	28	the	the	DET
bracis-19043	243	29	weilers	weiler	NOUN
bracis-19043	243	30	,	,	PUNCT
bracis-19043	243	31	and	and	CCONJ
bracis-19043	243	32	“	"	PUNCT
bracis-19043	243	33	i	i	PRON
bracis-19043	243	34	’ll	’ll	AUX
bracis-19043	243	35	be	be	AUX
bracis-19043	243	36	your	your	PRON
bracis-19043	243	37	baby	baby	NOUN
bracis-19043	243	38	tonight	tonight	NOUN
bracis-19043	243	39	”	"	PUNCT
bracis-19043	243	40	by	by	ADP
bracis-19043	243	41	bob	bob	PROPN
bracis-19043	243	42	dylan	dylan	PROPN
bracis-19043	243	43	.	.	PUNCT
bracis-19043	244	1	in	in	ADP
bracis-19043	244	2	the	the	DET
bracis-19043	244	3	second	second	ADJ
bracis-19043	244	4	co	co	NOUN
bracis-19043	244	5	-	-	NOUN
bracis-19043	244	6	cluster	cluster	NOUN
bracis-19043	244	7	includes	include	VERB
bracis-19043	244	8	songs	song	NOUN
bracis-19043	244	9	such	such	ADJ
bracis-19043	244	10	as	as	ADP
bracis-19043	244	11	“	"	PUNCT
bracis-19043	244	12	trapped	trap	VERB
bracis-19043	244	13	”	"	PUNCT
bracis-19043	244	14	by	by	ADP
bracis-19043	244	15	2pac	2pac	NUM
bracis-19043	244	16	,	,	PUNCT
bracis-19043	244	17	“	"	PUNCT
bracis-19043	244	18	dirty	dirty	ADJ
bracis-19043	244	19	deeds	deed	NOUN
bracis-19043	244	20	done	do	VERB
bracis-19043	244	21	dirt	dirt	NOUN
bracis-19043	244	22	cheap	cheap	ADJ
bracis-19043	244	23	”	"	PUNCT
bracis-19043	244	24	by	by	ADP
bracis-19043	244	25	ac	ac	PROPN
bracis-19043	244	26	/	/	SYM
bracis-19043	244	27	dc	dc	PROPN
bracis-19043	244	28	and	and	CCONJ
bracis-19043	244	29	“	"	PUNCT
bracis-19043	244	30	livin	livin	NOUN
bracis-19043	244	31	on	on	ADP
bracis-19043	244	32	a	a	DET
bracis-19043	244	33	prayer	prayer	NOUN
bracis-19043	244	34	”	"	PUNCT
bracis-19043	244	35	by	by	ADP
bracis-19043	244	36	bon	bon	PROPN
bracis-19043	244	37	jovi	jovi	PROPN
bracis-19043	244	38	.	.	PUNCT
bracis-19043	245	1	considering	consider	VERB
bracis-19043	245	2	the	the	DET
bracis-19043	245	3	song	song	NOUN
bracis-19043	245	4	attributes	attribute	VERB
bracis-19043	245	5	in	in	ADP
bracis-19043	245	6	the	the	DET
bracis-19043	245	7	first	first	ADJ
bracis-19043	245	8	cluster	cluster	NOUN
bracis-19043	245	9	,	,	PUNCT
bracis-19043	245	10	it	it	PRON
bracis-19043	245	11	can	can	AUX
bracis-19043	245	12	be	be	AUX
bracis-19043	245	13	seen	see	VERB
bracis-19043	245	14	that	that	SCONJ
bracis-19043	245	15	songs	song	NOUN
bracis-19043	245	16	are	be	AUX
bracis-19043	245	17	formed	form	VERB
bracis-19043	245	18	by	by	ADP
bracis-19043	245	19	a	a	DET
bracis-19043	245	20	slow	slow	ADJ
bracis-19043	245	21	rhythm	rhythm	NOUN
bracis-19043	245	22	and	and	CCONJ
bracis-19043	245	23	without	without	ADP
bracis-19043	245	24	strong	strong	ADJ
bracis-19043	245	25	beats	beat	NOUN
bracis-19043	245	26	.	.	PUNCT
bracis-19043	246	1	the	the	DET
bracis-19043	246	2	second	second	ADJ
bracis-19043	246	3	cluster	cluster	NOUN
bracis-19043	246	4	characterized	characterize	VERB
bracis-19043	246	5	songs	song	NOUN
bracis-19043	246	6	with	with	ADP
bracis-19043	246	7	strong	strong	ADJ
bracis-19043	246	8	beats	beat	NOUN
bracis-19043	246	9	and	and	CCONJ
bracis-19043	246	10	a	a	DET
bracis-19043	246	11	fast	fast	ADJ
bracis-19043	246	12	rhythm	rhythm	NOUN
bracis-19043	246	13	.	.	PUNCT
bracis-19043	247	1	therefore	therefore	ADV
bracis-19043	247	2	,	,	PUNCT
bracis-19043	247	3	the	the	DET
bracis-19043	247	4	method	method	NOUN
bracis-19043	247	5	identified	identify	VERB
bracis-19043	247	6	clusters	cluster	NOUN
bracis-19043	247	7	with	with	ADP
bracis-19043	247	8	opposite	opposite	ADJ
bracis-19043	247	9	characteristics	characteristic	NOUN
bracis-19043	247	10	,	,	PUNCT
bracis-19043	247	11	showing	show	VERB
bracis-19043	247	12	two	two	NUM
bracis-19043	247	13	groups	group	NOUN
bracis-19043	247	14	of	of	ADP
bracis-19043	247	15	users	user	NOUN
bracis-19043	247	16	with	with	ADP
bracis-19043	247	17	different	different	ADJ
bracis-19043	247	18	preferences	preference	NOUN
bracis-19043	247	19	.	.	PUNCT
bracis-19043	248	1	considering	consider	VERB
bracis-19043	248	2	the	the	DET
bracis-19043	248	3	local	local	ADJ
bracis-19043	248	4	patterns	pattern	NOUN
bracis-19043	248	5	,	,	PUNCT
bracis-19043	248	6	for	for	ADP
bracis-19043	248	7	instance	instance	NOUN
bracis-19043	248	8	,	,	PUNCT
bracis-19043	248	9	ococlus	ococlus	ADJ
bracis-19043	248	10	finds	find	VERB
bracis-19043	248	11	a	a	DET
bracis-19043	248	12	co	co	NOUN
bracis-19043	248	13	-	-	NOUN
bracis-19043	248	14	cluster	cluster	NOUN
bracis-19043	248	15	of	of	ADP
bracis-19043	248	16	songs	song	NOUN
bracis-19043	248	17	as	as	ADP
bracis-19043	248	18	“	"	PUNCT
bracis-19043	248	19	summertime	summertime	NOUN
bracis-19043	248	20	”	"	PUNCT
bracis-19043	248	21	by	by	ADP
bracis-19043	248	22	dj	dj	X
bracis-19043	248	23	jazzy	jazzy	ADJ
bracis-19043	248	24	jeff	jeff	PROPN
bracis-19043	248	25	and	and	CCONJ
bracis-19043	248	26	the	the	DET
bracis-19043	248	27	fresh	fresh	ADJ
bracis-19043	248	28	prince	prince	NOUN
bracis-19043	248	29	,	,	PUNCT
bracis-19043	248	30	“	"	PUNCT
bracis-19043	248	31	sunset	sunset	VERB
bracis-19043	248	32	138	138	NUM
bracis-19043	248	33	bpm	bpm	NOUN
bracis-19043	248	34	remix	remix	NOUN
bracis-19043	248	35	”	"	PUNCT
bracis-19043	248	36	by	by	ADP
bracis-19043	248	37	dj	dj	NOUN
bracis-19043	248	38	markitos	markito	NOUN
bracis-19043	248	39	and	and	CCONJ
bracis-19043	248	40	“	"	PUNCT
bracis-19043	248	41	teenage	teenage	ADJ
bracis-19043	248	42	shutdown	shutdown	NOUN
bracis-19043	248	43	”	"	PUNCT
bracis-19043	248	44	by	by	ADP
bracis-19043	248	45	electric	electric	PROPN
bracis-19043	248	46	frankenstein	frankenstein	PROPN
bracis-19043	248	47	to	to	PART
bracis-19043	248	48	name	name	VERB
bracis-19043	248	49	few	few	ADJ
bracis-19043	248	50	songs	song	NOUN
bracis-19043	248	51	that	that	PRON
bracis-19043	248	52	share	share	VERB
bracis-19043	248	53	some	some	DET
bracis-19043	248	54	annotations	annotation	NOUN
bracis-19043	248	55	as	as	ADP
bracis-19043	248	56	“	"	PUNCT
bracis-19043	248	57	song	song	NOUN
bracis-19043	248	58	-	-	PUNCT
bracis-19043	248	59	texture\(\_\)electric	texture\(\_\)electric	NOUN
bracis-19043	248	60	”	"	PUNCT
bracis-19043	248	61	,	,	PUNCT
bracis-19043	248	62	“	"	PUNCT
bracis-19043	248	63	song	song	NOUN
bracis-19043	248	64	-	-	PUNCT
bracis-19043	248	65	fast\(\_\)tempo	fast\(\_\)tempo	NOUN
bracis-19043	248	66	”	"	PUNCT
bracis-19043	248	67	and	and	CCONJ
bracis-19043	248	68	“	"	PUNCT
bracis-19043	248	69	song	song	NOUN
bracis-19043	248	70	-	-	PUNCT
bracis-19043	248	71	high\(\_\)energy	high\(\_\)energy	NOUN
bracis-19043	248	72	”	"	PUNCT
bracis-19043	248	73	.	.	PUNCT
bracis-19043	249	1	the	the	DET
bracis-19043	249	2	fourth	fourth	PROPN
bracis-19043	249	3	local	local	ADJ
bracis-19043	249	4	co	co	NOUN
bracis-19043	249	5	-	-	NOUN
bracis-19043	249	6	cluster	cluster	NOUN
bracis-19043	249	7	consists	consist	VERB
bracis-19043	249	8	of	of	ADP
bracis-19043	249	9	45	45	NUM
bracis-19043	249	10	songs	song	NOUN
bracis-19043	249	11	and	and	CCONJ
bracis-19043	249	12	7	7	NUM
bracis-19043	249	13	music	music	NOUN
bracis-19043	249	14	annotations	annotation	NOUN
bracis-19043	249	15	.	.	PUNCT
bracis-19043	250	1	it	it	PRON
bracis-19043	250	2	characterizes	characterize	VERB
bracis-19043	250	3	a	a	DET
bracis-19043	250	4	group	group	NOUN
bracis-19043	250	5	formed	form	VERB
bracis-19043	250	6	by	by	ADP
bracis-19043	250	7	songs	song	NOUN
bracis-19043	250	8	with	with	ADP
bracis-19043	250	9	drums	drum	NOUN
bracis-19043	250	10	,	,	PUNCT
bracis-19043	250	11	men	man	NOUN
bracis-19043	250	12	on	on	ADP
bracis-19043	250	13	vocals	vocal	NOUN
bracis-19043	250	14	,	,	PUNCT
bracis-19043	250	15	with	with	ADP
bracis-19043	250	16	electronic	electronic	ADJ
bracis-19043	250	17	and	and	CCONJ
bracis-19043	250	18	acoustic	acoustic	ADJ
bracis-19043	250	19	parts	part	NOUN
bracis-19043	250	20	.	.	PUNCT
bracis-19043	251	1	we	we	PRON
bracis-19043	251	2	identified	identify	VERB
bracis-19043	251	3	the	the	DET
bracis-19043	251	4	music	music	NOUN
bracis-19043	251	5	genres	genre	NOUN
bracis-19043	251	6	like	like	ADP
bracis-19043	251	7	rock	rock	NOUN
bracis-19043	251	8	,	,	PUNCT
bracis-19043	251	9	pop	pop	NOUN
bracis-19043	251	10	music	music	NOUN
bracis-19043	251	11	,	,	PUNCT
bracis-19043	251	12	pop	pop	NOUN
bracis-19043	251	13	rock	rock	NOUN
bracis-19043	251	14	,	,	PUNCT
bracis-19043	251	15	and	and	CCONJ
bracis-19043	251	16	alternative	alternative	ADJ
bracis-19043	251	17	rock	rock	NOUN
bracis-19043	251	18	in	in	ADP
bracis-19043	251	19	this	this	DET
bracis-19043	251	20	co	co	NOUN
bracis-19043	251	21	-	-	NOUN
bracis-19043	251	22	cluster	cluster	NOUN
bracis-19043	251	23	.	.	PUNCT
bracis-19043	252	1	for	for	ADP
bracis-19043	252	2	instance	instance	NOUN
bracis-19043	252	3	,	,	PUNCT
bracis-19043	252	4	to	to	PART
bracis-19043	252	5	name	name	VERB
bracis-19043	252	6	a	a	DET
bracis-19043	252	7	few	few	ADJ
bracis-19043	252	8	songs	song	NOUN
bracis-19043	252	9	,	,	PUNCT
bracis-19043	252	10	this	this	DET
bracis-19043	252	11	cluster	cluster	NOUN
bracis-19043	252	12	has	have	VERB
bracis-19043	252	13	the	the	DET
bracis-19043	252	14	“	"	PUNCT
bracis-19043	252	15	soul	soul	NOUN
bracis-19043	252	16	and	and	CCONJ
bracis-19043	252	17	fire	fire	NOUN
bracis-19043	252	18	”	"	PUNCT
bracis-19043	252	19	by	by	ADP
bracis-19043	252	20	sebadoh	sebadoh	PROPN
bracis-19043	252	21	,	,	PUNCT
bracis-19043	252	22	“	"	PUNCT
bracis-19043	252	23	clocks	clock	NOUN
bracis-19043	252	24	”	"	PUNCT
bracis-19043	252	25	by	by	ADP
bracis-19043	252	26	coldplay	coldplay	ADJ
bracis-19043	252	27	,	,	PUNCT
bracis-19043	252	28	“	"	PUNCT
bracis-19043	252	29	tubthumping	tubthumpe	VERB
bracis-19043	252	30	”	"	PUNCT
bracis-19043	252	31	by	by	ADP
bracis-19043	252	32	chumbawamba	chumbawamba	PROPN
bracis-19043	252	33	,	,	PUNCT
bracis-19043	252	34	“	"	PUNCT
bracis-19043	252	35	last	last	ADJ
bracis-19043	252	36	goodbye	goodbye	NOUN
bracis-19043	252	37	”	"	PUNCT
bracis-19043	252	38	by	by	ADP
bracis-19043	252	39	jeff	jeff	PROPN
bracis-19043	252	40	buckley	buckley	PROPN
bracis-19043	252	41	,	,	PUNCT
bracis-19043	252	42	“	"	PUNCT
bracis-19043	252	43	november	november	PROPN
bracis-19043	252	44	rain	rain	NOUN
bracis-19043	252	45	”	"	PUNCT
bracis-19043	252	46	by	by	ADP
bracis-19043	252	47	guns	gun	NOUN
bracis-19043	252	48	n	n	CCONJ
bracis-19043	252	49	’	'	PUNCT
bracis-19043	252	50	roses	rose	NOUN
bracis-19043	252	51	,	,	PUNCT
bracis-19043	252	52	and	and	CCONJ
bracis-19043	252	53	“	"	PUNCT
bracis-19043	252	54	wonderful	wonderful	ADJ
bracis-19043	252	55	tonight	tonight	NOUN
bracis-19043	252	56	”	"	PUNCT
bracis-19043	252	57	by	by	ADP
bracis-19043	252	58	eric	eric	PROPN
bracis-19043	252	59	clapton	clapton	PROPN
bracis-19043	252	60	.	.	PUNCT
bracis-19043	253	1	thus	thus	ADV
bracis-19043	253	2	,	,	PUNCT
bracis-19043	253	3	it	it	PRON
bracis-19043	253	4	can	can	AUX
bracis-19043	253	5	be	be	AUX
bracis-19043	253	6	seen	see	VERB
bracis-19043	253	7	that	that	PRON
bracis-19043	253	8	ococlus	ococlus	ADJ
bracis-19043	253	9	is	be	AUX
bracis-19043	253	10	useful	useful	ADJ
bracis-19043	253	11	for	for	ADP
bracis-19043	253	12	finding	find	VERB
bracis-19043	253	13	overlapped	overlapped	ADJ
bracis-19043	253	14	and	and	CCONJ
bracis-19043	253	15	non	non	ADJ
bracis-19043	253	16	-	-	ADJ
bracis-19043	253	17	overlapped	overlapped	ADJ
bracis-19043	253	18	co	co	NOUN
bracis-19043	253	19	-	-	NOUN
bracis-19043	253	20	clusters	cluster	NOUN
bracis-19043	253	21	that	that	PRON
bracis-19043	253	22	identify	identify	VERB
bracis-19043	253	23	the	the	DET
bracis-19043	253	24	relationship	relationship	NOUN
bracis-19043	253	25	between	between	ADP
bracis-19043	253	26	songs	song	NOUN
bracis-19043	253	27	based	base	VERB
bracis-19043	253	28	on	on	ADP
bracis-19043	253	29	the	the	DET
bracis-19043	253	30	semantic	semantic	ADJ
bracis-19043	253	31	annotations	annotation	NOUN
bracis-19043	253	32	.	.	PUNCT
bracis-19043	254	1	table	table	NOUN
bracis-19043	254	2	3	3	NUM
bracis-19043	254	3	.	.	PUNCT
bracis-19043	254	4	description	description	NOUN
bracis-19043	254	5	of	of	ADP
bracis-19043	254	6	the	the	DET
bracis-19043	254	7	clusters	cluster	NOUN
bracis-19043	254	8	in	in	ADP
bracis-19043	254	9	the	the	DET
bracis-19043	254	10	cv-19	cv-19	ADJ
bracis-19043	254	11	dataset.full	dataset.full	PROPN
bracis-19043	254	12	size	size	NOUN
bracis-19043	254	13	table	table	NOUN
bracis-19043	254	14	coronavirus	coronavirus	NOUN
bracis-19043	254	15	information	information	NOUN
bracis-19043	254	16	.	.	PUNCT
bracis-19043	255	1	table	table	NOUN
bracis-19043	255	2	 	 	SPACE
bracis-19043	255	3	3	3	NUM
bracis-19043	255	4	shows	show	VERB
bracis-19043	255	5	the	the	DET
bracis-19043	255	6	co	co	NOUN
bracis-19043	255	7	-	-	NOUN
bracis-19043	255	8	clusters	cluster	NOUN
bracis-19043	255	9	with	with	ADP
bracis-19043	255	10	its	its	PRON
bracis-19043	255	11	attributes	attribute	NOUN
bracis-19043	255	12	and	and	CCONJ
bracis-19043	255	13	the	the	DET
bracis-19043	255	14	number	number	NOUN
bracis-19043	255	15	of	of	ADP
bracis-19043	255	16	objects	object	NOUN
bracis-19043	255	17	.	.	PUNCT
bracis-19043	256	1	the	the	DET
bracis-19043	256	2	union	union	NOUN
bracis-19043	256	3	of	of	ADP
bracis-19043	256	4	clusters	clusters	PROPN
bracis-19043	256	5	g8	g8	PROPN
bracis-19043	256	6	and	and	CCONJ
bracis-19043	256	7	g9	g9	PROPN
bracis-19043	256	8	show	show	VERB
bracis-19043	256	9	the	the	DET
bracis-19043	256	10	cluster	cluster	NOUN
bracis-19043	256	11	of	of	ADP
bracis-19043	256	12	older	old	ADJ
bracis-19043	256	13	people	people	NOUN
bracis-19043	256	14	with	with	ADP
bracis-19043	256	15	a	a	DET
bracis-19043	256	16	total	total	NOUN
bracis-19043	256	17	of	of	ADP
bracis-19043	256	18	1137	1137	NUM
bracis-19043	256	19	.	.	PUNCT
bracis-19043	257	1	attribute	attribute	NOUN
bracis-19043	257	2	senior_3	senior_3	PROPN
bracis-19043	257	3	aggregates	aggregate	VERB
bracis-19043	257	4	people	people	NOUN
bracis-19043	257	5	80	80	NUM
bracis-19043	257	6	years	year	NOUN
bracis-19043	257	7	old	old	ADJ
bracis-19043	257	8	or	or	CCONJ
bracis-19043	257	9	above	above	ADJ
bracis-19043	257	10	,	,	PUNCT
bracis-19043	257	11	and	and	CCONJ
bracis-19043	257	12	senior_2	senior_2	PROPN
bracis-19043	257	13	aggregates	aggregate	VERB
bracis-19043	257	14	people	people	NOUN
bracis-19043	257	15	from	from	ADP
bracis-19043	257	16	70	70	NUM
bracis-19043	257	17	to	to	PART
bracis-19043	257	18	79	79	NUM
bracis-19043	257	19	years	year	NOUN
bracis-19043	257	20	old	old	ADJ
bracis-19043	257	21	.	.	PUNCT
bracis-19043	258	1	once	once	SCONJ
bracis-19043	258	2	the	the	DET
bracis-19043	258	3	senior_3	senior_3	NOUN
bracis-19043	258	4	and	and	CCONJ
bracis-19043	258	5	heart	heart	NOUN
bracis-19043	258	6	disease	disease	NOUN
bracis-19043	258	7	attributes	attribute	NOUN
bracis-19043	258	8	appear	appear	VERB
bracis-19043	258	9	in	in	ADP
bracis-19043	258	10	g8	g8	PROPN
bracis-19043	258	11	,	,	PUNCT
bracis-19043	258	12	they	they	PRON
bracis-19043	258	13	are	be	AUX
bracis-19043	258	14	relevant	relevant	ADJ
bracis-19043	258	15	to	to	PART
bracis-19043	258	16	form	form	VERB
bracis-19043	258	17	this	this	DET
bracis-19043	258	18	cluster	cluster	NOUN
bracis-19043	258	19	with	with	ADP
bracis-19043	258	20	913	913	NUM
bracis-19043	258	21	people	people	NOUN
bracis-19043	258	22	and	and	CCONJ
bracis-19043	258	23	no	no	DET
bracis-19043	258	24	other	other	ADJ
bracis-19043	258	25	attributes	attribute	NOUN
bracis-19043	258	26	have	have	AUX
bracis-19043	258	27	improved	improve	VERB
bracis-19043	258	28	the	the	DET
bracis-19043	258	29	cost	cost	NOUN
bracis-19043	258	30	function	function	NOUN
bracis-19043	258	31	for	for	ADP
bracis-19043	258	32	it	it	PRON
bracis-19043	258	33	.	.	PUNCT
bracis-19043	259	1	the	the	DET
bracis-19043	259	2	g9	g9	PROPN
bracis-19043	259	3	cluster	cluster	NOUN
bracis-19043	259	4	has	have	VERB
bracis-19043	259	5	224	224	NUM
bracis-19043	259	6	people	people	NOUN
bracis-19043	259	7	who	who	PRON
bracis-19043	259	8	died	die	VERB
bracis-19043	259	9	in	in	ADP
bracis-19043	259	10	august	august	PROPN
bracis-19043	259	11	,	,	PUNCT
bracis-19043	259	12	which	which	PRON
bracis-19043	259	13	also	also	ADV
bracis-19043	259	14	happened	happen	VERB
bracis-19043	259	15	in	in	ADP
bracis-19043	259	16	the	the	DET
bracis-19043	259	17	g6	g6	ADJ
bracis-19043	259	18	cluster	cluster	NOUN
bracis-19043	259	19	(	(	PUNCT
bracis-19043	259	20	467	467	NUM
bracis-19043	259	21	people	people	NOUN
bracis-19043	259	22	)	)	PUNCT
bracis-19043	259	23	during	during	ADP
bracis-19043	259	24	july	july	PROPN
bracis-19043	259	25	.	.	PUNCT
bracis-19043	260	1	these	these	DET
bracis-19043	260	2	two	two	NUM
bracis-19043	260	3	months	month	NOUN
bracis-19043	260	4	mark	mark	VERB
bracis-19043	260	5	the	the	DET
bracis-19043	260	6	peak	peak	NOUN
bracis-19043	260	7	of	of	ADP
bracis-19043	260	8	the	the	DET
bracis-19043	260	9	winter	winter	NOUN
bracis-19043	260	10	season	season	NOUN
bracis-19043	260	11	in	in	ADP
bracis-19043	260	12	the	the	DET
bracis-19043	260	13	region	region	NOUN
bracis-19043	260	14	where	where	SCONJ
bracis-19043	260	15	these	these	DET
bracis-19043	260	16	people	people	NOUN
bracis-19043	260	17	lived	live	VERB
bracis-19043	260	18	.	.	PUNCT
bracis-19043	261	1	the	the	DET
bracis-19043	261	2	clusters	clusters	PROPN
bracis-19043	261	3	g2	g2	PROPN
bracis-19043	261	4	,	,	PUNCT
bracis-19043	261	5	g3	g3	PROPN
bracis-19043	261	6	,	,	PUNCT
bracis-19043	261	7	g4	g4	NOUN
bracis-19043	261	8	,	,	PUNCT
bracis-19043	261	9	g7	g7	PROPN
bracis-19043	261	10	,	,	PUNCT
bracis-19043	261	11	and	and	CCONJ
bracis-19043	261	12	g10	g10	PROPN
bracis-19043	261	13	can	can	AUX
bracis-19043	261	14	be	be	AUX
bracis-19043	261	15	seen	see	VERB
bracis-19043	261	16	as	as	ADP
bracis-19043	261	17	a	a	DET
bracis-19043	261	18	group	group	NOUN
bracis-19043	261	19	of	of	ADP
bracis-19043	261	20	people	people	NOUN
bracis-19043	261	21	who	who	PRON
bracis-19043	261	22	had	have	VERB
bracis-19043	261	23	at	at	ADV
bracis-19043	261	24	least	least	ADV
bracis-19043	261	25	one	one	NUM
bracis-19043	261	26	main	main	ADJ
bracis-19043	261	27	symptom	symptom	NOUN
bracis-19043	261	28	of	of	ADP
bracis-19043	261	29	covid-19	covid-19	PROPN
bracis-19043	261	30	associated	associate	VERB
bracis-19043	261	31	with	with	ADP
bracis-19043	261	32	some	some	DET
bracis-19043	261	33	comorbidity	comorbidity	NOUN
bracis-19043	261	34	.	.	PUNCT
bracis-19043	262	1	the	the	DET
bracis-19043	262	2	non	non	ADJ
bracis-19043	262	3	-	-	ADJ
bracis-19043	262	4	overlapped	overlapped	ADJ
bracis-19043	262	5	co	co	NOUN
bracis-19043	262	6	-	-	NOUN
bracis-19043	262	7	clusters	cluster	NOUN
bracis-19043	262	8	are	be	AUX
bracis-19043	262	9	the	the	DET
bracis-19043	262	10	first	first	ADJ
bracis-19043	262	11	10	10	NUM
bracis-19043	262	12	groups	group	NOUN
bracis-19043	262	13	in	in	ADP
bracis-19043	262	14	table	table	NOUN
bracis-19043	262	15	 	 	SPACE
bracis-19043	262	16	3	3	NUM
bracis-19043	262	17	.	.	PUNCT
bracis-19043	263	1	we	we	PRON
bracis-19043	263	2	notice	notice	VERB
bracis-19043	263	3	that	that	SCONJ
bracis-19043	263	4	the	the	DET
bracis-19043	263	5	male	male	ADJ
bracis-19043	263	6	attribute	attribute	NOUN
bracis-19043	263	7	is	be	AUX
bracis-19043	263	8	present	present	ADJ
bracis-19043	263	9	in	in	ADP
bracis-19043	263	10	two	two	NUM
bracis-19043	263	11	clusters	cluster	NOUN
bracis-19043	263	12	(	(	PUNCT
bracis-19043	263	13	g1	g1	PROPN
bracis-19043	263	14	and	and	CCONJ
bracis-19043	263	15	g3	g3	NOUN
bracis-19043	263	16	)	)	PUNCT
bracis-19043	263	17	regarding	regard	VERB
bracis-19043	263	18	the	the	DET
bracis-19043	263	19	top	top	ADJ
bracis-19043	263	20	four	four	NUM
bracis-19043	263	21	.	.	PUNCT
bracis-19043	264	1	cluster	cluster	NOUN
bracis-19043	264	2	g1	g1	PROPN
bracis-19043	264	3	identifies	identify	VERB
bracis-19043	264	4	1174	1174	NUM
bracis-19043	264	5	men	man	NOUN
bracis-19043	264	6	who	who	PRON
bracis-19043	264	7	experienced	experience	VERB
bracis-19043	264	8	the	the	DET
bracis-19043	264	9	three	three	NUM
bracis-19043	264	10	main	main	ADJ
bracis-19043	264	11	symptoms	symptom	NOUN
bracis-19043	264	12	of	of	ADP
bracis-19043	264	13	covid-19	covid-19	PROPN
bracis-19043	264	14	.	.	PUNCT
bracis-19043	265	1	meanwhile	meanwhile	ADV
bracis-19043	265	2	,	,	PUNCT
bracis-19043	265	3	the	the	DET
bracis-19043	265	4	female	female	ADJ
bracis-19043	265	5	attribute	attribute	NOUN
bracis-19043	265	6	is	be	AUX
bracis-19043	265	7	present	present	ADJ
bracis-19043	265	8	in	in	ADP
bracis-19043	265	9	one	one	NUM
bracis-19043	265	10	cluster	cluster	NOUN
bracis-19043	265	11	regarding	regard	VERB
bracis-19043	265	12	the	the	DET
bracis-19043	265	13	top	top	ADJ
bracis-19043	265	14	four	four	NUM
bracis-19043	265	15	.	.	PUNCT
bracis-19043	266	1	it	it	PRON
bracis-19043	266	2	identifies	identify	VERB
bracis-19043	266	3	1066	1066	NUM
bracis-19043	266	4	women	woman	NOUN
bracis-19043	266	5	who	who	PRON
bracis-19043	266	6	presented	present	VERB
bracis-19043	266	7	dyspnea	dyspnea	NOUN
bracis-19043	266	8	and	and	CCONJ
bracis-19043	266	9	other	other	ADJ
bracis-19043	266	10	comorbidities	comorbiditie	NOUN
bracis-19043	266	11	as	as	ADP
bracis-19043	266	12	main	main	ADJ
bracis-19043	266	13	attributes	attribute	NOUN
bracis-19043	266	14	for	for	ADP
bracis-19043	266	15	this	this	DET
bracis-19043	266	16	group	group	NOUN
bracis-19043	266	17	.	.	PUNCT
bracis-19043	267	1	the	the	DET
bracis-19043	267	2	identified	identify	VERB
bracis-19043	267	3	overlapped	overlapped	ADJ
bracis-19043	267	4	co	co	NOUN
bracis-19043	267	5	-	-	NOUN
bracis-19043	267	6	clusters	cluster	NOUN
bracis-19043	267	7	show	show	VERB
bracis-19043	267	8	details	detail	NOUN
bracis-19043	267	9	that	that	PRON
bracis-19043	267	10	are	be	AUX
bracis-19043	267	11	overlooked	overlook	VERB
bracis-19043	267	12	in	in	ADP
bracis-19043	267	13	disjoint	disjoint	NOUN
bracis-19043	267	14	co	co	NOUN
bracis-19043	267	15	-	-	NOUN
bracis-19043	267	16	clusters	cluster	NOUN
bracis-19043	267	17	and	and	CCONJ
bracis-19043	267	18	these	these	DET
bracis-19043	267	19	co	co	NOUN
bracis-19043	267	20	-	-	NOUN
bracis-19043	267	21	clusters	cluster	NOUN
bracis-19043	267	22	are	be	AUX
bracis-19043	267	23	the	the	DET
bracis-19043	267	24	last	last	ADJ
bracis-19043	267	25	8	8	NUM
bracis-19043	267	26	groups	group	NOUN
bracis-19043	267	27	(	(	PUNCT
bracis-19043	267	28	g11	g11	PROPN
bracis-19043	267	29	–	–	PUNCT
bracis-19043	267	30	g18	g18	NOUN
bracis-19043	267	31	)	)	PUNCT
bracis-19043	267	32	in	in	ADP
bracis-19043	267	33	table	table	NOUN
bracis-19043	267	34	 	 	SPACE
bracis-19043	267	35	3	3	NUM
bracis-19043	267	36	.	.	PUNCT
bracis-19043	268	1	for	for	ADP
bracis-19043	268	2	instance	instance	NOUN
bracis-19043	268	3	,	,	PUNCT
bracis-19043	268	4	cluster	cluster	NOUN
bracis-19043	268	5	g11	g11	PROPN
bracis-19043	268	6	identifies	identify	VERB
bracis-19043	268	7	a	a	DET
bracis-19043	268	8	group	group	NOUN
bracis-19043	268	9	of	of	ADP
bracis-19043	268	10	539	539	NUM
bracis-19043	268	11	men	man	NOUN
bracis-19043	268	12	that	that	PRON
bracis-19043	268	13	felt	feel	VERB
bracis-19043	268	14	symptoms	symptom	NOUN
bracis-19043	268	15	as	as	ADP
bracis-19043	268	16	dyspnea	dyspnea	NOUN
bracis-19043	268	17	,	,	PUNCT
bracis-19043	268	18	fever	fever	NOUN
bracis-19043	268	19	,	,	PUNCT
bracis-19043	268	20	and	and	CCONJ
bracis-19043	268	21	cough	cough	NOUN
bracis-19043	268	22	and	and	CCONJ
bracis-19043	268	23	had	have	VERB
bracis-19043	268	24	heart	heart	NOUN
bracis-19043	268	25	disease	disease	NOUN
bracis-19043	268	26	problem	problem	NOUN
bracis-19043	268	27	.	.	PUNCT
bracis-19043	269	1	in	in	ADP
bracis-19043	269	2	the	the	DET
bracis-19043	269	3	same	same	ADJ
bracis-19043	269	4	way	way	NOUN
bracis-19043	269	5	,	,	PUNCT
bracis-19043	269	6	cluster	cluster	NOUN
bracis-19043	269	7	g12	g12	NOUN
bracis-19043	269	8	identifies	identify	VERB
bracis-19043	269	9	410	410	NUM
bracis-19043	269	10	men	man	NOUN
bracis-19043	269	11	with	with	ADP
bracis-19043	269	12	symptoms	symptom	NOUN
bracis-19043	269	13	as	as	ADP
bracis-19043	269	14	in	in	ADP
bracis-19043	269	15	g1	g1	NOUN
bracis-19043	269	16	,	,	PUNCT
bracis-19043	269	17	but	but	CCONJ
bracis-19043	269	18	now	now	ADV
bracis-19043	269	19	it	it	PRON
bracis-19043	269	20	has	have	VERB
bracis-19043	269	21	those	those	PRON
bracis-19043	269	22	with	with	ADP
bracis-19043	269	23	diabetic	diabetic	ADJ
bracis-19043	269	24	issues	issue	NOUN
bracis-19043	269	25	.	.	PUNCT
bracis-19043	270	1	in	in	ADP
bracis-19043	270	2	comparison	comparison	NOUN
bracis-19043	270	3	,	,	PUNCT
bracis-19043	270	4	the	the	DET
bracis-19043	270	5	overlapped	overlapped	ADJ
bracis-19043	270	6	cluster	cluster	NOUN
bracis-19043	270	7	g13	g13	PROPN
bracis-19043	270	8	identifies	identify	VERB
bracis-19043	270	9	a	a	DET
bracis-19043	270	10	group	group	NOUN
bracis-19043	270	11	of	of	ADP
bracis-19043	270	12	258	258	NUM
bracis-19043	270	13	women	woman	NOUN
bracis-19043	270	14	with	with	ADP
bracis-19043	270	15	cough	cough	NOUN
bracis-19043	270	16	symptoms	symptom	NOUN
bracis-19043	270	17	in	in	ADP
bracis-19043	270	18	combination	combination	NOUN
bracis-19043	270	19	with	with	ADP
bracis-19043	270	20	diabetes	diabetes	NOUN
bracis-19043	270	21	and	and	CCONJ
bracis-19043	270	22	other	other	ADJ
bracis-19043	270	23	comorbidities	comorbiditie	NOUN
bracis-19043	270	24	.	.	PUNCT
bracis-19043	271	1	cluster	cluster	NOUN
bracis-19043	271	2	g14	g14	NOUN
bracis-19043	271	3	represents	represent	VERB
bracis-19043	271	4	another	another	DET
bracis-19043	271	5	pattern	pattern	NOUN
bracis-19043	271	6	since	since	SCONJ
bracis-19043	271	7	it	it	PRON
bracis-19043	271	8	identifies	identify	VERB
bracis-19043	271	9	365	365	NUM
bracis-19043	271	10	women	woman	NOUN
bracis-19043	271	11	with	with	ADP
bracis-19043	271	12	dyspnea	dyspnea	NOUN
bracis-19043	271	13	and	and	CCONJ
bracis-19043	271	14	other	other	ADJ
bracis-19043	271	15	symptoms	symptom	NOUN
bracis-19043	271	16	in	in	ADP
bracis-19043	271	17	combination	combination	NOUN
bracis-19043	271	18	with	with	ADP
bracis-19043	271	19	other	other	ADJ
bracis-19043	271	20	comorbidites	comorbidite	NOUN
bracis-19043	271	21	.	.	PUNCT
bracis-19043	272	1	groups	group	NOUN
bracis-19043	272	2	g11	g11	PROPN
bracis-19043	272	3	and	and	CCONJ
bracis-19043	272	4	g12	g12	PROPN
bracis-19043	272	5	are	be	AUX
bracis-19043	272	6	examples	example	NOUN
bracis-19043	272	7	of	of	ADP
bracis-19043	272	8	global	global	ADJ
bracis-19043	272	9	overlapped	overlapped	ADJ
bracis-19043	272	10	co	co	NOUN
bracis-19043	272	11	-	-	NOUN
bracis-19043	272	12	clusters	cluster	NOUN
bracis-19043	272	13	,	,	PUNCT
bracis-19043	272	14	while	while	SCONJ
bracis-19043	272	15	the	the	DET
bracis-19043	272	16	groups	group	NOUN
bracis-19043	272	17	g15	g15	PROPN
bracis-19043	272	18	and	and	CCONJ
bracis-19043	272	19	g17	g17	NOUN
bracis-19043	272	20	are	be	AUX
bracis-19043	272	21	two	two	NUM
bracis-19043	272	22	different	different	ADJ
bracis-19043	272	23	examples	example	NOUN
bracis-19043	272	24	of	of	ADP
bracis-19043	272	25	local	local	ADJ
bracis-19043	272	26	co	co	NOUN
bracis-19043	272	27	-	-	NOUN
bracis-19043	272	28	clusters	cluster	NOUN
bracis-19043	272	29	.	.	PUNCT
bracis-19043	273	1	cluster	cluster	NOUN
bracis-19043	273	2	g15	g15	PROPN
bracis-19043	273	3	represents	represent	VERB
bracis-19043	273	4	a	a	DET
bracis-19043	273	5	group	group	NOUN
bracis-19043	273	6	of	of	ADP
bracis-19043	273	7	39	39	NUM
bracis-19043	273	8	men	man	NOUN
bracis-19043	273	9	from	from	ADP
bracis-19043	273	10	porto	porto	PROPN
bracis-19043	273	11	alegre	alegre	NOUN
bracis-19043	273	12	region	region	NOUN
bracis-19043	273	13	and	and	CCONJ
bracis-19043	273	14	lived	live	VERB
bracis-19043	273	15	in	in	ADP
bracis-19043	273	16	the	the	DET
bracis-19043	273	17	capital	capital	NOUN
bracis-19043	273	18	,	,	PUNCT
bracis-19043	273	19	where	where	SCONJ
bracis-19043	273	20	they	they	PRON
bracis-19043	273	21	all	all	PRON
bracis-19043	273	22	felt	feel	VERB
bracis-19043	273	23	the	the	DET
bracis-19043	273	24	main	main	ADJ
bracis-19043	273	25	symptoms	symptom	NOUN
bracis-19043	273	26	of	of	ADP
bracis-19043	273	27	covid-19	covid-19	PROPN
bracis-19043	273	28	and	and	CCONJ
bracis-19043	273	29	who	who	PRON
bracis-19043	273	30	had	have	VERB
bracis-19043	273	31	heart	heart	NOUN
bracis-19043	273	32	disease	disease	NOUN
bracis-19043	273	33	and	and	CCONJ
bracis-19043	273	34	diabetes	diabetes	NOUN
bracis-19043	273	35	problems	problem	NOUN
bracis-19043	273	36	.	.	PUNCT
bracis-19043	274	1	for	for	ADP
bracis-19043	274	2	group	group	NOUN
bracis-19043	274	3	g17	g17	NOUN
bracis-19043	274	4	,	,	PUNCT
bracis-19043	274	5	characterizes	characterize	VERB
bracis-19043	274	6	a	a	DET
bracis-19043	274	7	group	group	NOUN
bracis-19043	274	8	of	of	ADP
bracis-19043	274	9	41	41	NUM
bracis-19043	274	10	older	old	ADJ
bracis-19043	274	11	men	man	NOUN
bracis-19043	274	12	over	over	ADP
bracis-19043	274	13	80	80	NUM
bracis-19043	274	14	years	year	NOUN
bracis-19043	274	15	of	of	ADP
bracis-19043	274	16	age	age	NOUN
bracis-19043	274	17	who	who	PRON
bracis-19043	274	18	had	have	VERB
bracis-19043	274	19	the	the	DET
bracis-19043	274	20	main	main	ADJ
bracis-19043	274	21	symptoms	symptom	NOUN
bracis-19043	274	22	and	and	CCONJ
bracis-19043	274	23	who	who	PRON
bracis-19043	274	24	had	have	VERB
bracis-19043	274	25	heart	heart	NOUN
bracis-19043	274	26	disease	disease	NOUN
bracis-19043	274	27	and	and	CCONJ
bracis-19043	274	28	diabetes	diabetes	NOUN
bracis-19043	274	29	.	.	PUNCT
bracis-19043	275	1	regarding	regard	VERB
bracis-19043	275	2	the	the	DET
bracis-19043	275	3	local	local	ADJ
bracis-19043	275	4	co	co	NOUN
bracis-19043	275	5	-	-	NOUN
bracis-19043	275	6	clusters	cluster	NOUN
bracis-19043	275	7	,	,	PUNCT
bracis-19043	275	8	it	it	PRON
bracis-19043	275	9	can	can	AUX
bracis-19043	275	10	be	be	AUX
bracis-19043	275	11	seen	see	VERB
bracis-19043	275	12	that	that	SCONJ
bracis-19043	275	13	such	such	ADJ
bracis-19043	275	14	co	co	NOUN
bracis-19043	275	15	-	-	NOUN
bracis-19043	275	16	clusters	cluster	NOUN
bracis-19043	275	17	identify	identify	VERB
bracis-19043	275	18	detailed	detailed	ADJ
bracis-19043	275	19	patterns	pattern	NOUN
bracis-19043	275	20	that	that	PRON
bracis-19043	275	21	are	be	AUX
bracis-19043	275	22	overlooked	overlook	VERB
bracis-19043	275	23	by	by	ADP
bracis-19043	275	24	global	global	ADJ
bracis-19043	275	25	co	co	NOUN
bracis-19043	275	26	-	-	NOUN
bracis-19043	275	27	clusters	cluster	NOUN
bracis-19043	275	28	.	.	PUNCT
bracis-19043	276	1	the	the	DET
bracis-19043	276	2	experiment	experiment	NOUN
bracis-19043	276	3	with	with	ADP
bracis-19043	276	4	the	the	DET
bracis-19043	276	5	covid-19	covid-19	PROPN
bracis-19043	276	6	dataset	dataset	NOUN
bracis-19043	276	7	is	be	AUX
bracis-19043	276	8	an	an	DET
bracis-19043	276	9	example	example	NOUN
bracis-19043	276	10	of	of	ADP
bracis-19043	276	11	a	a	DET
bracis-19043	276	12	real	real	ADJ
bracis-19043	276	13	problem	problem	NOUN
bracis-19043	276	14	related	relate	VERB
bracis-19043	276	15	to	to	ADP
bracis-19043	276	16	data	datum	NOUN
bracis-19043	276	17	analysis	analysis	NOUN
bracis-19043	276	18	complexity	complexity	NOUN
bracis-19043	276	19	.	.	PUNCT
bracis-19043	277	1	thus	thus	ADV
bracis-19043	277	2	,	,	PUNCT
bracis-19043	277	3	it	it	PRON
bracis-19043	277	4	can	can	AUX
bracis-19043	277	5	be	be	AUX
bracis-19043	277	6	seen	see	VERB
bracis-19043	277	7	that	that	SCONJ
bracis-19043	277	8	each	each	DET
bracis-19043	277	9	co	co	NOUN
bracis-19043	277	10	-	-	NOUN
bracis-19043	277	11	cluster	cluster	NOUN
bracis-19043	277	12	reveals	reveal	VERB
bracis-19043	277	13	a	a	DET
bracis-19043	277	14	meaning	meaning	NOUN
bracis-19043	277	15	pattern	pattern	NOUN
bracis-19043	277	16	according	accord	VERB
bracis-19043	277	17	to	to	ADP
bracis-19043	277	18	the	the	DET
bracis-19043	277	19	information	information	NOUN
bracis-19043	277	20	granularity	granularity	NOUN
bracis-19043	277	21	.	.	PUNCT
bracis-19043	278	1	6	6	NUM
bracis-19043	278	2	conclusion	conclusion	NOUN
bracis-19043	278	3	and	and	CCONJ
bracis-19043	278	4	 	 	SPACE
bracis-19043	278	5	future	future	ADJ
bracis-19043	278	6	works	work	NOUN
bracis-19043	278	7	we	we	PRON
bracis-19043	278	8	proposed	propose	VERB
bracis-19043	278	9	ococlus	ococlus	ADJ
bracis-19043	278	10	,	,	PUNCT
bracis-19043	278	11	a	a	DET
bracis-19043	278	12	new	new	ADJ
bracis-19043	278	13	non	non	ADJ
bracis-19043	278	14	-	-	ADJ
bracis-19043	278	15	exhaustive	exhaustive	ADJ
bracis-19043	278	16	overlapped	overlapped	ADJ
bracis-19043	278	17	co	co	ADJ
bracis-19043	278	18	-	-	ADJ
bracis-19043	278	19	clustering	clustering	ADJ
bracis-19043	278	20	method	method	NOUN
bracis-19043	278	21	for	for	ADP
bracis-19043	278	22	binary	binary	ADJ
bracis-19043	278	23	data	datum	NOUN
bracis-19043	278	24	,	,	PUNCT
bracis-19043	278	25	designed	design	VERB
bracis-19043	278	26	for	for	ADP
bracis-19043	278	27	general	general	ADJ
bracis-19043	278	28	purpose	purpose	NOUN
bracis-19043	278	29	analysis	analysis	NOUN
bracis-19043	278	30	.	.	PUNCT
bracis-19043	279	1	ococlus	ococlus	ADJ
bracis-19043	279	2	is	be	AUX
bracis-19043	279	3	based	base	VERB
bracis-19043	279	4	on	on	ADP
bracis-19043	279	5	the	the	DET
bracis-19043	279	6	detection	detection	NOUN
bracis-19043	279	7	of	of	ADP
bracis-19043	279	8	co	co	NOUN
bracis-19043	279	9	-	-	NOUN
bracis-19043	279	10	occurrence	occurrence	NOUN
bracis-19043	279	11	of	of	ADP
bracis-19043	279	12	objects	object	NOUN
bracis-19043	279	13	and	and	CCONJ
bracis-19043	279	14	attributes	attribute	NOUN
bracis-19043	279	15	,	,	PUNCT
bracis-19043	279	16	to	to	PART
bracis-19043	279	17	identify	identify	VERB
bracis-19043	279	18	global	global	ADJ
bracis-19043	279	19	and	and	CCONJ
bracis-19043	279	20	local	local	ADJ
bracis-19043	279	21	co	co	NOUN
bracis-19043	279	22	-	-	NOUN
bracis-19043	279	23	clusters	cluster	NOUN
bracis-19043	279	24	that	that	PRON
bracis-19043	279	25	overlap	overlap	VERB
bracis-19043	279	26	.	.	PUNCT
bracis-19043	280	1	besides	besides	SCONJ
bracis-19043	280	2	that	that	PRON
bracis-19043	280	3	,	,	PUNCT
bracis-19043	280	4	when	when	SCONJ
bracis-19043	280	5	there	there	PRON
bracis-19043	280	6	are	be	VERB
bracis-19043	280	7	no	no	DET
bracis-19043	280	8	overlapped	overlapped	ADJ
bracis-19043	280	9	patterns	pattern	NOUN
bracis-19043	280	10	in	in	ADP
bracis-19043	280	11	the	the	DET
bracis-19043	280	12	dataset	dataset	NOUN
bracis-19043	280	13	,	,	PUNCT
bracis-19043	280	14	ococlus	ococlus	ADJ
bracis-19043	280	15	can	can	AUX
bracis-19043	280	16	identify	identify	VERB
bracis-19043	280	17	the	the	DET
bracis-19043	280	18	non	non	ADJ
bracis-19043	280	19	-	-	ADJ
bracis-19043	280	20	overlapped	overlapped	ADJ
bracis-19043	280	21	co	co	NOUN
bracis-19043	280	22	-	-	NOUN
bracis-19043	280	23	clusters	cluster	NOUN
bracis-19043	280	24	.	.	PUNCT
bracis-19043	281	1	furthermore	furthermore	ADV
bracis-19043	281	2	,	,	PUNCT
bracis-19043	281	3	it	it	PRON
bracis-19043	281	4	is	be	AUX
bracis-19043	281	5	driven	drive	VERB
bracis-19043	281	6	by	by	ADP
bracis-19043	281	7	a	a	DET
bracis-19043	281	8	cost	cost	NOUN
bracis-19043	281	9	function	function	NOUN
bracis-19043	281	10	to	to	PART
bracis-19043	281	11	automatically	automatically	ADV
bracis-19043	281	12	identify	identify	VERB
bracis-19043	281	13	the	the	DET
bracis-19043	281	14	number	number	NOUN
bracis-19043	281	15	of	of	ADP
bracis-19043	281	16	co	co	NOUN
bracis-19043	281	17	-	-	NOUN
bracis-19043	281	18	clusters	cluster	NOUN
bracis-19043	281	19	.	.	PUNCT
bracis-19043	282	1	we	we	PRON
bracis-19043	282	2	performed	perform	VERB
bracis-19043	282	3	experiments	experiment	NOUN
bracis-19043	282	4	on	on	ADP
bracis-19043	282	5	synthetic	synthetic	ADJ
bracis-19043	282	6	and	and	CCONJ
bracis-19043	282	7	real	real	ADJ
bracis-19043	282	8	data	datum	NOUN
bracis-19043	282	9	that	that	PRON
bracis-19043	282	10	demonstrates	demonstrate	VERB
bracis-19043	282	11	the	the	DET
bracis-19043	282	12	efficacy	efficacy	NOUN
bracis-19043	282	13	and	and	CCONJ
bracis-19043	282	14	utility	utility	NOUN
bracis-19043	282	15	of	of	ADP
bracis-19043	282	16	our	our	PRON
bracis-19043	282	17	proposed	propose	VERB
bracis-19043	282	18	method	method	NOUN
bracis-19043	282	19	.	.	PUNCT
bracis-19043	283	1	ococlus	ococlus	PROPN
bracis-19043	283	2	found	find	VERB
bracis-19043	283	3	all	all	DET
bracis-19043	283	4	embedded	embed	VERB
bracis-19043	283	5	co	co	NOUN
bracis-19043	283	6	-	-	NOUN
bracis-19043	283	7	clusters	cluster	NOUN
bracis-19043	283	8	in	in	ADP
bracis-19043	283	9	the	the	DET
bracis-19043	283	10	synthetic	synthetic	ADJ
bracis-19043	283	11	datasets	dataset	NOUN
bracis-19043	283	12	used	use	VERB
bracis-19043	283	13	as	as	ADP
bracis-19043	283	14	ground	ground	NOUN
bracis-19043	283	15	-	-	PUNCT
bracis-19043	283	16	truth	truth	NOUN
bracis-19043	283	17	,	,	PUNCT
bracis-19043	283	18	proven	prove	VERB
bracis-19043	283	19	by	by	ADP
bracis-19043	283	20	the	the	DET
bracis-19043	283	21	fact	fact	NOUN
bracis-19043	283	22	that	that	SCONJ
bracis-19043	283	23	ococlus	ococlus	ADJ
bracis-19043	283	24	obtained	obtain	VERB
bracis-19043	283	25	the	the	DET
bracis-19043	283	26	maximum	maximum	ADJ
bracis-19043	283	27	score	score	NOUN
bracis-19043	283	28	in	in	ADP
bracis-19043	283	29	the	the	DET
bracis-19043	283	30	evaluation	evaluation	NOUN
bracis-19043	283	31	metrics	metric	NOUN
bracis-19043	283	32	.	.	PUNCT
bracis-19043	284	1	such	such	DET
bracis-19043	284	2	a	a	DET
bracis-19043	284	3	result	result	NOUN
bracis-19043	284	4	shows	show	VERB
bracis-19043	284	5	that	that	SCONJ
bracis-19043	284	6	ococlus	ococlus	ADJ
bracis-19043	284	7	outperformed	outperform	VERB
bracis-19043	284	8	the	the	DET
bracis-19043	284	9	limitations	limitation	NOUN
bracis-19043	284	10	of	of	ADP
bracis-19043	284	11	the	the	DET
bracis-19043	284	12	baseline	baseline	NOUN
bracis-19043	284	13	methods	method	NOUN
bracis-19043	284	14	.	.	PUNCT
bracis-19043	285	1	nevertheless	nevertheless	ADV
bracis-19043	285	2	,	,	PUNCT
bracis-19043	285	3	we	we	PRON
bracis-19043	285	4	prove	prove	VERB
bracis-19043	285	5	the	the	DET
bracis-19043	285	6	usefulness	usefulness	NOUN
bracis-19043	285	7	of	of	ADP
bracis-19043	285	8	our	our	PRON
bracis-19043	285	9	method	method	NOUN
bracis-19043	285	10	in	in	ADP
bracis-19043	285	11	two	two	NUM
bracis-19043	285	12	real	real	ADJ
bracis-19043	285	13	datasets	dataset	NOUN
bracis-19043	285	14	where	where	SCONJ
bracis-19043	285	15	we	we	PRON
bracis-19043	285	16	show	show	VERB
bracis-19043	285	17	that	that	PRON
bracis-19043	285	18	ococlus	ococlus	ADJ
bracis-19043	285	19	identified	identify	VERB
bracis-19043	285	20	co	co	NOUN
bracis-19043	285	21	-	-	NOUN
bracis-19043	285	22	clusters	cluster	NOUN
bracis-19043	285	23	that	that	PRON
bracis-19043	285	24	can	can	AUX
bracis-19043	285	25	represent	represent	VERB
bracis-19043	285	26	meaningful	meaningful	ADJ
bracis-19043	285	27	patterns	pattern	NOUN
bracis-19043	285	28	.	.	PUNCT
bracis-19043	286	1	we	we	PRON
bracis-19043	286	2	highlight	highlight	VERB
bracis-19043	286	3	the	the	DET
bracis-19043	286	4	fact	fact	NOUN
bracis-19043	286	5	that	that	SCONJ
bracis-19043	286	6	the	the	DET
bracis-19043	286	7	obtained	obtain	VERB
bracis-19043	286	8	results	result	NOUN
bracis-19043	286	9	are	be	AUX
bracis-19043	286	10	interesting	interesting	ADJ
bracis-19043	286	11	to	to	PART
bracis-19043	286	12	propose	propose	VERB
bracis-19043	286	13	new	new	ADJ
bracis-19043	286	14	specialized	specialized	ADJ
bracis-19043	286	15	systems	system	NOUN
bracis-19043	286	16	that	that	PRON
bracis-19043	286	17	use	use	VERB
bracis-19043	286	18	the	the	DET
bracis-19043	286	19	identified	identify	VERB
bracis-19043	286	20	co	co	NOUN
bracis-19043	286	21	-	-	NOUN
bracis-19043	286	22	clusters	cluster	NOUN
bracis-19043	286	23	as	as	ADP
bracis-19043	286	24	input	input	NOUN
bracis-19043	286	25	to	to	AUX
bracis-19043	286	26	decision	decision	NOUN
bracis-19043	286	27	support	support	NOUN
bracis-19043	286	28	systems	system	NOUN
bracis-19043	286	29	.	.	PUNCT
bracis-19043	287	1	like	like	ADP
bracis-19043	287	2	any	any	DET
bracis-19043	287	3	work	work	NOUN
bracis-19043	287	4	in	in	ADP
bracis-19043	287	5	the	the	DET
bracis-19043	287	6	literature	literature	NOUN
bracis-19043	287	7	,	,	PUNCT
bracis-19043	287	8	our	our	PRON
bracis-19043	287	9	approach	approach	NOUN
bracis-19043	287	10	also	also	ADV
bracis-19043	287	11	has	have	VERB
bracis-19043	287	12	space	space	NOUN
bracis-19043	287	13	for	for	ADP
bracis-19043	287	14	improvements	improvement	NOUN
bracis-19043	287	15	as	as	ADP
bracis-19043	287	16	future	future	ADJ
bracis-19043	287	17	research	research	NOUN
bracis-19043	287	18	.	.	PUNCT
bracis-19043	288	1	first	first	ADV
bracis-19043	288	2	,	,	PUNCT
bracis-19043	288	3	the	the	DET
bracis-19043	288	4	number	number	NOUN
bracis-19043	288	5	of	of	ADP
bracis-19043	288	6	co	co	NOUN
bracis-19043	288	7	-	-	NOUN
bracis-19043	288	8	clusters	cluster	NOUN
bracis-19043	288	9	is	be	AUX
bracis-19043	288	10	driven	drive	VERB
bracis-19043	288	11	by	by	ADP
bracis-19043	288	12	a	a	DET
bracis-19043	288	13	cost	cost	NOUN
bracis-19043	288	14	function	function	NOUN
bracis-19043	288	15	regarding	regard	VERB
bracis-19043	288	16	the	the	DET
bracis-19043	288	17	number	number	NOUN
bracis-19043	288	18	of	of	ADP
bracis-19043	288	19	objects	object	NOUN
bracis-19043	288	20	and	and	CCONJ
bracis-19043	288	21	attributes	attribute	NOUN
bracis-19043	288	22	.	.	PUNCT
bracis-19043	289	1	then	then	ADV
bracis-19043	289	2	,	,	PUNCT
bracis-19043	289	3	the	the	DET
bracis-19043	289	4	method	method	NOUN
bracis-19043	289	5	tends	tend	VERB
bracis-19043	289	6	to	to	PART
bracis-19043	289	7	find	find	VERB
bracis-19043	289	8	rectangular	rectangular	ADJ
bracis-19043	289	9	clusters	cluster	NOUN
bracis-19043	289	10	which	which	PRON
bracis-19043	289	11	may	may	AUX
bracis-19043	289	12	generate	generate	VERB
bracis-19043	289	13	patterns	pattern	NOUN
bracis-19043	289	14	with	with	ADP
bracis-19043	289	15	few	few	ADJ
bracis-19043	289	16	attributes	attribute	NOUN
bracis-19043	289	17	for	for	ADP
bracis-19043	289	18	big	big	ADJ
bracis-19043	289	19	data	datum	NOUN
bracis-19043	289	20	mining	mining	NOUN
bracis-19043	289	21	.	.	PUNCT
bracis-19043	290	1	second	second	ADJ
bracis-19043	290	2	,	,	PUNCT
bracis-19043	290	3	an	an	DET
bracis-19043	290	4	interesting	interesting	ADJ
bracis-19043	290	5	research	research	NOUN
bracis-19043	290	6	direction	direction	NOUN
bracis-19043	290	7	is	be	AUX
bracis-19043	290	8	to	to	PART
bracis-19043	290	9	adapt	adapt	VERB
bracis-19043	290	10	the	the	DET
bracis-19043	290	11	method	method	NOUN
bracis-19043	290	12	to	to	PART
bracis-19043	290	13	deal	deal	VERB
bracis-19043	290	14	with	with	ADP
bracis-19043	290	15	heterogeneous	heterogeneous	ADJ
bracis-19043	290	16	data	datum	NOUN
bracis-19043	290	17	.	.	PUNCT
bracis-19043	291	1	third	third	ADJ
bracis-19043	291	2	,	,	PUNCT
bracis-19043	291	3	it	it	PRON
bracis-19043	291	4	may	may	AUX
bracis-19043	291	5	be	be	AUX
bracis-19043	291	6	interesting	interesting	ADJ
bracis-19043	291	7	to	to	PART
bracis-19043	291	8	set	set	VERB
bracis-19043	291	9	the	the	DET
bracis-19043	291	10	noise	noise	NOUN
bracis-19043	291	11	thresholds	threshold	NOUN
bracis-19043	291	12	\(\epsilon	\(\epsilon	NOUN
bracis-19043	291	13	_	_	X
bracis-19043	291	14	{	{	PUNCT
bracis-19043	291	15	i}\	i}\	NUM
bracis-19043	291	16	)	)	PUNCT
bracis-19043	291	17	and	and	CCONJ
bracis-19043	291	18	\(\epsilon	\(\epsilon	NOUN
bracis-19043	291	19	_	_	PRON
bracis-19043	291	20	{	{	PUNCT
bracis-19043	291	21	j}\	j}\	PROPN
bracis-19043	291	22	)	)	PUNCT
bracis-19043	291	23	in	in	ADP
bracis-19043	291	24	a	a	DET
bracis-19043	291	25	data	data	NOUN
bracis-19043	291	26	-	-	PUNCT
bracis-19043	291	27	driven	drive	VERB
bracis-19043	291	28	way	way	NOUN
bracis-19043	291	29	finally	finally	ADV
bracis-19043	291	30	,	,	PUNCT
bracis-19043	291	31	identifying	identify	VERB
bracis-19043	291	32	uncorrelated	uncorrelated	ADJ
bracis-19043	291	33	co	co	NOUN
bracis-19043	291	34	-	-	NOUN
bracis-19043	291	35	clusters	cluster	NOUN
bracis-19043	291	36	in	in	ADP
bracis-19043	291	37	the	the	DET
bracis-19043	291	38	data	data	NOUN
bracis-19043	291	39	matrix	matrix	NOUN
bracis-19043	291	40	is	be	AUX
bracis-19043	291	41	another	another	DET
bracis-19043	291	42	interesting	interesting	ADJ
bracis-19043	291	43	direction	direction	NOUN
bracis-19043	291	44	to	to	PART
bracis-19043	291	45	improve	improve	VERB
bracis-19043	291	46	the	the	DET
bracis-19043	291	47	method	method	NOUN
bracis-19043	291	48	.	.	PUNCT
bracis-19043	292	1	notes	note	VERB
bracis-19043	292	2	1.https://github.com/bigdata-ufsc/ococlus	1.https://github.com/bigdata-ufsc/ococlus	NUM
bracis-19043	292	3	.	.	PUNCT
bracis-19043	292	4	2.https://scikit-learn.org/stable/modules/biclustering.html	2.https://scikit-learn.org/stable/modules/biclustering.html	NUM
bracis-19043	292	5	.	.	PUNCT
bracis-19043	293	1	3.http://mulan.sourceforge.net/datasets-mlc.html	3.http://mulan.sourceforge.net/datasets-mlc.html	NUM
bracis-19043	293	2	.	.	PUNCT
bracis-19043	294	1	4.https://ti.saude.rs.gov.br/covid19/	4.https://ti.saude.rs.gov.br/covid19/	NUM
bracis-19043	294	2	;	;	PUNCT
bracis-19043	294	3	just	just	ADV
bracis-19043	294	4	passed	pass	VERB
bracis-19043	294	5	away	away	ADP
bracis-19043	294	6	people	people	NOUN
bracis-19043	294	7	data	datum	NOUN
bracis-19043	294	8	were	be	AUX
bracis-19043	294	9	used	use	VERB
bracis-19043	294	10	.	.	PUNCT
bracis-19043	295	1	references	reference	NOUN
bracis-19043	295	2	affeldt	affeldt	NOUN
bracis-19043	295	3	,	,	PUNCT
bracis-19043	295	4	s.	s.	PROPN
bracis-19043	295	5	,	,	PUNCT
bracis-19043	295	6	labiod	labiod	PROPN
bracis-19043	295	7	,	,	PUNCT
bracis-19043	295	8	l.	l.	PROPN
bracis-19043	295	9	,	,	PUNCT
bracis-19043	295	10	nadif	nadif	ADV
bracis-19043	295	11	,	,	PUNCT
bracis-19043	295	12	m.	m.	NOUN
bracis-19043	295	13	:	:	PUNCT
bracis-19043	295	14	ensemble	ensemble	ADJ
bracis-19043	295	15	block	block	NOUN
bracis-19043	295	16	co	co	NOUN
bracis-19043	295	17	-	-	NOUN
bracis-19043	295	18	clustering	clustering	ADJ
bracis-19043	295	19	:	:	PUNCT
bracis-19043	295	20	a	a	DET
bracis-19043	295	21	unified	unified	ADJ
bracis-19043	295	22	framework	framework	NOUN
bracis-19043	295	23	for	for	ADP
bracis-19043	295	24	text	text	NOUN
bracis-19043	295	25	data	datum	NOUN
bracis-19043	295	26	.	.	PUNCT
bracis-19043	296	1	in	in	ADP
bracis-19043	296	2	:	:	PUNCT
bracis-19043	296	3	proceedings	proceeding	NOUN
bracis-19043	296	4	of	of	ADP
bracis-19043	296	5	the	the	DET
bracis-19043	296	6	29th	29th	ADJ
bracis-19043	296	7	acm	acm	PROPN
bracis-19043	296	8	international	international	ADJ
bracis-19043	296	9	conference	conference	NOUN
bracis-19043	296	10	on	on	ADP
bracis-19043	296	11	information	information	NOUN
bracis-19043	296	12	&	&	CCONJ
bracis-19043	296	13	knowledge	knowledge	PROPN
bracis-19043	296	14	management	management	PROPN
bracis-19043	296	15	,	,	PUNCT
bracis-19043	296	16	pp	pp	ADP
bracis-19043	296	17	.	.	PUNCT
bracis-19043	297	1	5–14	5–14	PROPN
bracis-19043	297	2	(	(	PUNCT
bracis-19043	297	3	2020	2020	NUM
bracis-19043	297	4	)	)	PUNCT
bracis-19043	297	5	google	google	PROPN
bracis-19043	297	6	scholar	scholar	NOUN
bracis-19043	297	7	  	  	SPACE
bracis-19043	297	8	brunialti	brunialti	NOUN
bracis-19043	297	9	,	,	PUNCT
bracis-19043	297	10	l.f	l.f	PROPN
bracis-19043	297	11	.	.	PROPN
bracis-19043	297	12	,	,	PUNCT
bracis-19043	297	13	peres	peres	PROPN
bracis-19043	297	14	,	,	PUNCT
bracis-19043	297	15	s.m	s.m	PROPN
bracis-19043	297	16	.	.	PROPN
bracis-19043	297	17	,	,	PUNCT
bracis-19043	297	18	da	da	PROPN
bracis-19043	297	19	silva	silva	PROPN
bracis-19043	297	20	,	,	PUNCT
bracis-19043	297	21	v.f	v.f	PROPN
bracis-19043	297	22	.	.	PROPN
bracis-19043	297	23	,	,	PUNCT
bracis-19043	298	1	de	de	PROPN
bracis-19043	298	2	moraes	moraes	PROPN
bracis-19043	298	3	lima	lima	PROPN
bracis-19043	298	4	,	,	PUNCT
bracis-19043	298	5	c.a	c.a	PROPN
bracis-19043	298	6	.	.	PROPN
bracis-19043	298	7	:	:	PUNCT
bracis-19043	299	1	the	the	DET
bracis-19043	299	2	binovnmtf	binovnmtf	ADJ
bracis-19043	299	3	algorithm	algorithm	NOUN
bracis-19043	299	4	:	:	PUNCT
bracis-19043	299	5	overlapping	overlap	VERB
bracis-19043	299	6	columns	column	NOUN
bracis-19043	299	7	co	co	ADJ
bracis-19043	299	8	-	-	ADJ
bracis-19043	299	9	clustering	clustering	ADJ
bracis-19043	299	10	based	base	VERB
bracis-19043	299	11	on	on	ADP
bracis-19043	299	12	non	non	ADJ
bracis-19043	299	13	-	-	ADJ
bracis-19043	299	14	negative	negative	ADJ
bracis-19043	299	15	matrix	matrix	NOUN
bracis-19043	299	16	tri	tri	NOUN
bracis-19043	299	17	-	-	NOUN
bracis-19043	299	18	factorization	factorization	NOUN
bracis-19043	299	19	.	.	PUNCT
bracis-19043	300	1	in	in	ADP
bracis-19043	300	2	:	:	PUNCT
bracis-19043	300	3	2017	2017	NUM
bracis-19043	300	4	brazilian	brazilian	ADJ
bracis-19043	300	5	conference	conference	NOUN
bracis-19043	300	6	on	on	ADP
bracis-19043	300	7	intelligent	intelligent	ADJ
bracis-19043	300	8	systems	system	NOUN
bracis-19043	300	9	(	(	PUNCT
bracis-19043	300	10	bracis	bracis	NOUN
bracis-19043	300	11	)	)	PUNCT
bracis-19043	300	12	,	,	PUNCT
bracis-19043	300	13	pp	pp	ADJ
bracis-19043	300	14	.	.	PUNCT
bracis-19043	301	1	330–335	330–335	NUM
bracis-19043	301	2	.	.	X
bracis-19043	302	1	ieee	ieee	PROPN
bracis-19043	302	2	,	,	PUNCT
bracis-19043	302	3	uberlandia	uberlandia	PROPN
bracis-19043	302	4	,	,	PUNCT
bracis-19043	302	5	brazil	brazil	PROPN
bracis-19043	302	6	(	(	PUNCT
bracis-19043	302	7	2017	2017	NUM
bracis-19043	302	8	)	)	PUNCT
bracis-19043	302	9	google	google	PROPN
bracis-19043	302	10	scholar	scholar	NOUN
bracis-19043	302	11	  	  	SPACE
bracis-19043	302	12	dhillon	dhillon	PROPN
bracis-19043	302	13	,	,	PUNCT
bracis-19043	302	14	i.s	i.s	PROPN
bracis-19043	302	15	.	.	PROPN
bracis-19043	302	16	:	:	PUNCT
bracis-19043	303	1	co	co	ADJ
bracis-19043	303	2	-	-	ADJ
bracis-19043	303	3	clustering	clustering	ADJ
bracis-19043	303	4	documents	document	NOUN
bracis-19043	303	5	and	and	CCONJ
bracis-19043	303	6	words	word	NOUN
bracis-19043	303	7	using	use	VERB
bracis-19043	303	8	bipartite	bipartite	ADJ
bracis-19043	303	9	spectral	spectral	ADJ
bracis-19043	303	10	graph	graph	NOUN
bracis-19043	303	11	partitioning	partition	VERB
bracis-19043	303	12	.	.	PUNCT
bracis-19043	304	1	in	in	ADP
bracis-19043	304	2	:	:	PUNCT
bracis-19043	304	3	proceedings	proceeding	NOUN
bracis-19043	304	4	of	of	ADP
bracis-19043	304	5	the	the	DET
bracis-19043	304	6	seventh	seventh	ADJ
bracis-19043	304	7	acm	acm	PROPN
bracis-19043	304	8	sigkdd	sigkdd	NOUN
bracis-19043	304	9	international	international	ADJ
bracis-19043	304	10	conference	conference	NOUN
bracis-19043	304	11	on	on	ADP
bracis-19043	304	12	knowledge	knowledge	NOUN
bracis-19043	304	13	discovery	discovery	PROPN
bracis-19043	304	14	and	and	CCONJ
bracis-19043	304	15	data	datum	NOUN
bracis-19043	304	16	mining	mining	NOUN
bracis-19043	304	17	,	,	PUNCT
bracis-19043	304	18	pp	pp	ADJ
bracis-19043	304	19	.	.	PUNCT
bracis-19043	305	1	269–274	269–274	NUM
bracis-19043	305	2	.	.	X
bracis-19043	305	3	acm	acm	PROPN
bracis-19043	305	4	,	,	PUNCT
bracis-19043	305	5	association	association	NOUN
bracis-19043	305	6	for	for	ADP
bracis-19043	305	7	computing	compute	VERB
bracis-19043	305	8	machinery	machinery	NOUN
bracis-19043	305	9	,	,	PUNCT
bracis-19043	305	10	new	new	PROPN
bracis-19043	305	11	york	york	PROPN
bracis-19043	305	12	(	(	PUNCT
bracis-19043	305	13	2001	2001	NUM
bracis-19043	305	14	)	)	PUNCT
bracis-19043	305	15	google	google	PROPN
bracis-19043	305	16	scholar	scholar	NOUN
bracis-19043	305	17	  	  	SPACE
bracis-19043	305	18	fu	fu	PROPN
bracis-19043	305	19	,	,	PUNCT
bracis-19043	305	20	q.	q.	PROPN
bracis-19043	305	21	,	,	PUNCT
bracis-19043	305	22	banerjee	banerjee	PROPN
bracis-19043	305	23	,	,	PUNCT
bracis-19043	305	24	a.	a.	NOUN
bracis-19043	305	25	:	:	PUNCT
bracis-19043	305	26	bayesian	bayesian	NOUN
bracis-19043	305	27	overlapping	overlap	VERB
bracis-19043	305	28	subspace	subspace	NOUN
bracis-19043	305	29	clustering	cluster	VERB
bracis-19043	305	30	.	.	PUNCT
bracis-19043	306	1	in	in	ADP
bracis-19043	306	2	:	:	PUNCT
bracis-19043	306	3	2009	2009	NUM
bracis-19043	306	4	ninth	ninth	ADJ
bracis-19043	306	5	ieee	ieee	PROPN
bracis-19043	306	6	international	international	PROPN
bracis-19043	306	7	conference	conference	NOUN
bracis-19043	306	8	on	on	ADP
bracis-19043	306	9	data	datum	NOUN
bracis-19043	306	10	mining	mining	NOUN
bracis-19043	306	11	,	,	PUNCT
bracis-19043	306	12	pp	pp	ADJ
bracis-19043	306	13	.	.	PUNCT
bracis-19043	307	1	776–781	776–781	X
bracis-19043	307	2	.	.	PUNCT
bracis-19043	308	1	ieee	ieee	NOUN
bracis-19043	308	2	(	(	PUNCT
bracis-19043	308	3	2009	2009	NUM
bracis-19043	308	4	)	)	PUNCT
bracis-19043	308	5	google	google	PROPN
bracis-19043	308	6	scholar	scholar	NOUN
bracis-19043	308	7	  	  	SPACE
bracis-19043	308	8	hartigan	hartigan	PROPN
bracis-19043	308	9	,	,	PUNCT
bracis-19043	308	10	j.a	j.a	PROPN
bracis-19043	308	11	.	.	PROPN
bracis-19043	308	12	:	:	PUNCT
bracis-19043	308	13	direct	direct	ADJ
bracis-19043	308	14	clustering	clustering	NOUN
bracis-19043	308	15	of	of	ADP
bracis-19043	308	16	a	a	DET
bracis-19043	308	17	data	data	NOUN
bracis-19043	308	18	matrix	matrix	NOUN
bracis-19043	308	19	.	.	PUNCT
bracis-19043	309	1	j.	j.	PROPN
bracis-19043	309	2	am	am	PROPN
bracis-19043	309	3	.	.	PUNCT
bracis-19043	310	1	stat	stat	PROPN
bracis-19043	310	2	.	.	PUNCT
bracis-19043	311	1	assoc	assoc	PROPN
bracis-19043	311	2	.	.	PUNCT
bracis-19043	311	3	67(337	67(337	PROPN
bracis-19043	311	4	)	)	PUNCT
bracis-19043	311	5	,	,	PUNCT
bracis-19043	311	6	123–129	123–129	NUM
bracis-19043	311	7	(	(	PUNCT
bracis-19043	311	8	1972	1972	NUM
bracis-19043	311	9	)	)	PUNCT
bracis-19043	311	10	article	article	NOUN
bracis-19043	311	11	  	  	SPACE
bracis-19043	311	12	google	google	PROPN
bracis-19043	311	13	scholar	scholar	NOUN
bracis-19043	311	14	  	  	SPACE
bracis-19043	311	15	kluger	kluger	PROPN
bracis-19043	311	16	,	,	PUNCT
bracis-19043	311	17	y.	y.	PROPN
bracis-19043	311	18	,	,	PUNCT
bracis-19043	311	19	basri	basri	PROPN
bracis-19043	311	20	,	,	PUNCT
bracis-19043	311	21	r.	r.	PROPN
bracis-19043	311	22	,	,	PUNCT
bracis-19043	311	23	chang	chang	PROPN
bracis-19043	311	24	,	,	PUNCT
bracis-19043	311	25	j.t	j.t	PROPN
bracis-19043	311	26	.	.	PROPN
bracis-19043	311	27	,	,	PUNCT
bracis-19043	311	28	gerstein	gerstein	PROPN
bracis-19043	311	29	,	,	PUNCT
bracis-19043	311	30	m.	m.	NOUN
bracis-19043	311	31	:	:	PUNCT
bracis-19043	311	32	spectral	spectral	ADJ
bracis-19043	311	33	biclustering	biclustering	NOUN
bracis-19043	311	34	of	of	ADP
bracis-19043	311	35	microarray	microarray	PROPN
bracis-19043	311	36	data	datum	NOUN
bracis-19043	311	37	:	:	PUNCT
bracis-19043	311	38	coclustering	coclustere	VERB
bracis-19043	311	39	genes	gene	NOUN
bracis-19043	311	40	and	and	CCONJ
bracis-19043	311	41	conditions	condition	NOUN
bracis-19043	311	42	.	.	PUNCT
bracis-19043	312	1	genome	genome	NOUN
bracis-19043	312	2	res	re	NOUN
bracis-19043	312	3	.	.	PUNCT
bracis-19043	313	1	13(4	13(4	NUM
bracis-19043	313	2	)	)	PUNCT
bracis-19043	313	3	,	,	PUNCT
bracis-19043	313	4	703–716	703–716	NUM
bracis-19043	313	5	(	(	PUNCT
bracis-19043	313	6	2003	2003	NUM
bracis-19043	313	7	)	)	PUNCT
bracis-19043	313	8	article	article	NOUN
bracis-19043	313	9	  	  	SPACE
bracis-19043	313	10	google	google	PROPN
bracis-19043	313	11	scholar	scholar	NOUN
bracis-19043	313	12	  	  	SPACE
bracis-19043	313	13	li	li	PROPN
bracis-19043	313	14	,	,	PUNCT
bracis-19043	313	15	g.	g.	PROPN
bracis-19043	313	16	:	:	PUNCT
bracis-19043	313	17	generalized	generalize	VERB
bracis-19043	313	18	co	co	ADJ
bracis-19043	313	19	-	-	ADJ
bracis-19043	313	20	clustering	clustering	ADJ
bracis-19043	313	21	analysis	analysis	NOUN
bracis-19043	313	22	via	via	ADP
bracis-19043	313	23	regularized	regularize	VERB
bracis-19043	313	24	alternating	alternate	VERB
bracis-19043	313	25	least	least	ADJ
bracis-19043	313	26	squares	square	NOUN
bracis-19043	313	27	.	.	PUNCT
bracis-19043	314	1	comput	comput	NOUN
bracis-19043	314	2	.	.	PUNCT
bracis-19043	315	1	stat	stat	PROPN
bracis-19043	315	2	.	.	PUNCT
bracis-19043	316	1	data	data	PROPN
bracis-19043	316	2	anal	anal	PROPN
bracis-19043	316	3	.	.	PUNCT
bracis-19043	317	1	150	150	NUM
bracis-19043	317	2	,	,	PUNCT
bracis-19043	317	3	106989	106989	NUM
bracis-19043	317	4	(	(	PUNCT
bracis-19043	317	5	2020	2020	NUM
bracis-19043	317	6	)	)	PUNCT
bracis-19043	317	7	google	google	NOUN
bracis-19043	317	8	scholar	scholar	NOUN
bracis-19043	317	9	  	  	SPACE
bracis-19043	317	10	lucchese	lucchese	NOUN
bracis-19043	317	11	,	,	PUNCT
bracis-19043	317	12	c.	c.	PROPN
bracis-19043	317	13	,	,	PUNCT
bracis-19043	317	14	orlando	orlando	PROPN
bracis-19043	317	15	,	,	PUNCT
bracis-19043	317	16	s.	s.	PROPN
bracis-19043	317	17	,	,	PUNCT
bracis-19043	317	18	perego	perego	PROPN
bracis-19043	317	19	,	,	PUNCT
bracis-19043	317	20	r.	r.	PROPN
bracis-19043	317	21	:	:	PUNCT
bracis-19043	317	22	a	a	DET
bracis-19043	317	23	generative	generative	ADJ
bracis-19043	317	24	pattern	pattern	NOUN
bracis-19043	317	25	model	model	NOUN
bracis-19043	317	26	for	for	ADP
bracis-19043	317	27	mining	mine	VERB
bracis-19043	317	28	binary	binary	ADJ
bracis-19043	317	29	datasets	dataset	NOUN
bracis-19043	317	30	.	.	PUNCT
bracis-19043	318	1	in	in	ADP
bracis-19043	318	2	:	:	PUNCT
bracis-19043	318	3	proceedings	proceeding	NOUN
bracis-19043	318	4	of	of	ADP
bracis-19043	318	5	the	the	DET
bracis-19043	318	6	2010	2010	NUM
bracis-19043	318	7	acm	acm	NOUN
bracis-19043	318	8	symposium	symposium	NOUN
bracis-19043	318	9	on	on	ADP
bracis-19043	318	10	applied	apply	VERB
bracis-19043	318	11	computing	computing	NOUN
bracis-19043	318	12	,	,	PUNCT
bracis-19043	318	13	pp	pp	PROPN
bracis-19043	318	14	.	.	PUNCT
bracis-19043	318	15	1109–1110	1109–1110	NUM
bracis-19043	318	16	.	.	PUNCT
bracis-19043	318	17	acm	acm	PROPN
bracis-19043	318	18	(	(	PUNCT
bracis-19043	318	19	2010	2010	NUM
bracis-19043	318	20	)	)	PUNCT
bracis-19043	318	21	google	google	PROPN
bracis-19043	318	22	scholar	scholar	NOUN
bracis-19043	318	23	  	  	SPACE
bracis-19043	318	24	lucchese	lucchese	NOUN
bracis-19043	318	25	,	,	PUNCT
bracis-19043	318	26	c.	c.	PROPN
bracis-19043	318	27	,	,	PUNCT
bracis-19043	318	28	orlando	orlando	PROPN
bracis-19043	318	29	,	,	PUNCT
bracis-19043	318	30	s.	s.	PROPN
bracis-19043	318	31	,	,	PUNCT
bracis-19043	318	32	perego	perego	PROPN
bracis-19043	318	33	,	,	PUNCT
bracis-19043	318	34	r.	r.	PROPN
bracis-19043	318	35	:	:	PUNCT
bracis-19043	318	36	a	a	DET
bracis-19043	318	37	unifying	unifying	ADJ
bracis-19043	318	38	framework	framework	NOUN
bracis-19043	318	39	for	for	ADP
bracis-19043	318	40	mining	mining	NOUN
bracis-19043	318	41	approximate	approximate	ADJ
bracis-19043	318	42	top-\	top-\	ADV
bracis-19043	318	43	(	(	PUNCT
bracis-19043	318	44	k	k	PROPN
bracis-19043	318	45	\	\	ADJ
bracis-19043	318	46	)	)	PUNCT
bracis-19043	318	47	binary	binary	ADJ
bracis-19043	318	48	patterns	pattern	NOUN
bracis-19043	318	49	.	.	PUNCT
bracis-19043	319	1	ieee	ieee	PROPN
bracis-19043	319	2	trans	trans	PROPN
bracis-19043	319	3	.	.	PROPN
bracis-19043	320	1	knowl	knowl	PROPN
bracis-19043	320	2	.	.	PUNCT
bracis-19043	321	1	data	data	PROPN
bracis-19043	321	2	eng	eng	PROPN
bracis-19043	321	3	.	.	PUNCT
bracis-19043	322	1	26(12	26(12	NUM
bracis-19043	322	2	)	)	PUNCT
bracis-19043	322	3	,	,	PUNCT
bracis-19043	322	4	2900–2913	2900–2913	NUM
bracis-19043	322	5	(	(	PUNCT
bracis-19043	322	6	2013	2013	NUM
bracis-19043	322	7	)	)	PUNCT
bracis-19043	322	8	article	article	NOUN
bracis-19043	322	9	  	  	SPACE
bracis-19043	322	10	google	google	PROPN
bracis-19043	322	11	scholar	scholar	NOUN
bracis-19043	322	12	  	  	SPACE
bracis-19043	322	13	lutov	lutov	NOUN
bracis-19043	322	14	,	,	PUNCT
bracis-19043	322	15	a.	a.	NOUN
bracis-19043	322	16	,	,	PUNCT
bracis-19043	322	17	khayati	khayati	PROPN
bracis-19043	322	18	,	,	PUNCT
bracis-19043	322	19	m.	m.	NOUN
bracis-19043	322	20	,	,	PUNCT
bracis-19043	322	21	cudré	cudré	NOUN
bracis-19043	322	22	-	-	PUNCT
bracis-19043	322	23	mauroux	mauroux	NOUN
bracis-19043	322	24	,	,	PUNCT
bracis-19043	322	25	p.	p.	NOUN
bracis-19043	322	26	:	:	PUNCT
bracis-19043	322	27	accuracy	accuracy	NOUN
bracis-19043	322	28	evaluation	evaluation	NOUN
bracis-19043	322	29	of	of	ADP
bracis-19043	322	30	overlapping	overlap	VERB
bracis-19043	322	31	and	and	CCONJ
bracis-19043	322	32	multi	multi	ADJ
bracis-19043	322	33	-	-	ADJ
bracis-19043	322	34	resolution	resolution	ADJ
bracis-19043	322	35	clustering	cluster	VERB
bracis-19043	322	36	algorithms	algorithm	NOUN
bracis-19043	322	37	on	on	ADP
bracis-19043	322	38	large	large	ADJ
bracis-19043	322	39	datasets	dataset	NOUN
bracis-19043	322	40	.	.	PUNCT
bracis-19043	323	1	in	in	ADP
bracis-19043	323	2	:	:	PUNCT
bracis-19043	323	3	2019	2019	NUM
bracis-19043	323	4	ieee	ieee	NOUN
bracis-19043	323	5	international	international	ADJ
bracis-19043	323	6	conference	conference	NOUN
bracis-19043	323	7	on	on	ADP
bracis-19043	323	8	big	big	ADJ
bracis-19043	323	9	data	datum	NOUN
bracis-19043	323	10	and	and	CCONJ
bracis-19043	323	11	smart	smart	ADJ
bracis-19043	323	12	computing	computing	NOUN
bracis-19043	323	13	(	(	PUNCT
bracis-19043	323	14	bigcomp	bigcomp	NOUN
bracis-19043	323	15	)	)	PUNCT
bracis-19043	323	16	,	,	PUNCT
bracis-19043	323	17	kyoto	kyoto	PROPN
bracis-19043	323	18	,	,	PUNCT
bracis-19043	323	19	japan	japan	PROPN
bracis-19043	323	20	.	.	PUNCT
bracis-19043	323	21	ieee	ieee	PROPN
bracis-19043	323	22	(	(	PUNCT
bracis-19043	323	23	2019	2019	NUM
bracis-19043	323	24	)	)	PUNCT
bracis-19043	323	25	google	google	PROPN
bracis-19043	323	26	scholar	scholar	NOUN
bracis-19043	323	27	  	  	SPACE
bracis-19043	323	28	madeira	madeira	NOUN
bracis-19043	323	29	,	,	PUNCT
bracis-19043	323	30	s.c	s.c	PROPN
bracis-19043	323	31	.	.	PROPN
bracis-19043	323	32	,	,	PUNCT
bracis-19043	323	33	oliveira	oliveira	PROPN
bracis-19043	323	34	,	,	PUNCT
bracis-19043	323	35	a.l	a.l	PROPN
bracis-19043	323	36	.	.	PROPN
bracis-19043	323	37	:	:	PUNCT
bracis-19043	323	38	biclustering	biclustere	VERB
bracis-19043	323	39	algorithms	algorithm	NOUN
bracis-19043	323	40	for	for	ADP
bracis-19043	323	41	biological	biological	ADJ
bracis-19043	323	42	data	datum	NOUN
bracis-19043	323	43	analysis	analysis	NOUN
bracis-19043	323	44	:	:	PUNCT
bracis-19043	323	45	a	a	DET
bracis-19043	323	46	survey	survey	NOUN
bracis-19043	323	47	.	.	PUNCT
bracis-19043	324	1	ieee	ieee	PROPN
bracis-19043	324	2	/	/	SYM
bracis-19043	324	3	acm	acm	PROPN
bracis-19043	324	4	trans	trans	PROPN
bracis-19043	324	5	.	.	PUNCT
bracis-19043	325	1	comput	comput	NOUN
bracis-19043	325	2	.	.	PUNCT
bracis-19043	326	1	biol	biol	PROPN
bracis-19043	326	2	.	.	PUNCT
bracis-19043	327	1	bioinform	bioinform	NOUN
bracis-19043	327	2	.	.	PUNCT
bracis-19043	328	1	1(1	1(1	NUM
bracis-19043	328	2	)	)	PUNCT
bracis-19043	328	3	,	,	PUNCT
bracis-19043	328	4	24–45	24–45	NUM
bracis-19043	328	5	(	(	PUNCT
bracis-19043	328	6	2004	2004	NUM
bracis-19043	328	7	)	)	PUNCT
bracis-19043	328	8	article	article	NOUN
bracis-19043	328	9	  	  	SPACE
bracis-19043	328	10	google	google	PROPN
bracis-19043	328	11	scholar	scholar	NOUN
bracis-19043	328	12	  	  	SPACE
bracis-19043	328	13	padilha	padilha	NOUN
bracis-19043	328	14	,	,	PUNCT
bracis-19043	328	15	v.a	v.a	PROPN
bracis-19043	328	16	.	.	PROPN
bracis-19043	328	17	,	,	PUNCT
bracis-19043	328	18	campello	campello	PROPN
bracis-19043	328	19	,	,	PUNCT
bracis-19043	328	20	r.j	r.j	PROPN
bracis-19043	328	21	.	.	PROPN
bracis-19043	328	22	:	:	PUNCT
bracis-19043	329	1	a	a	DET
bracis-19043	329	2	systematic	systematic	ADJ
bracis-19043	329	3	comparative	comparative	ADJ
bracis-19043	329	4	evaluation	evaluation	NOUN
bracis-19043	329	5	of	of	ADP
bracis-19043	329	6	biclustering	biclustere	VERB
bracis-19043	329	7	techniques	technique	NOUN
bracis-19043	329	8	.	.	PUNCT
bracis-19043	330	1	bmc	bmc	ADJ
bracis-19043	330	2	bioinform	bioinform	NOUN
bracis-19043	330	3	.	.	PUNCT
bracis-19043	331	1	18(1	18(1	X
bracis-19043	331	2	)	)	PUNCT
bracis-19043	331	3	,	,	PUNCT
bracis-19043	331	4	1–25	1–25	PROPN
bracis-19043	331	5	(	(	PUNCT
bracis-19043	331	6	2017	2017	NUM
bracis-19043	331	7	)	)	PUNCT
bracis-19043	331	8	article	article	NOUN
bracis-19043	331	9	  	  	SPACE
bracis-19043	331	10	google	google	PROPN
bracis-19043	331	11	scholar	scholar	NOUN
bracis-19043	331	12	  	  	SPACE
bracis-19043	331	13	pio	pio	PROPN
bracis-19043	331	14	,	,	PUNCT
bracis-19043	331	15	g.	g.	PROPN
bracis-19043	331	16	,	,	PUNCT
bracis-19043	331	17	ceci	ceci	PROPN
bracis-19043	331	18	,	,	PUNCT
bracis-19043	331	19	m.	m.	NOUN
bracis-19043	331	20	,	,	PUNCT
bracis-19043	331	21	d’elia	d’elia	PROPN
bracis-19043	331	22	,	,	PUNCT
bracis-19043	331	23	d.	d.	PROPN
bracis-19043	331	24	,	,	PUNCT
bracis-19043	331	25	loglisci	loglisci	PROPN
bracis-19043	331	26	,	,	PUNCT
bracis-19043	331	27	c.	c.	PROPN
bracis-19043	331	28	,	,	PUNCT
bracis-19043	331	29	malerba	malerba	PROPN
bracis-19043	331	30	,	,	PUNCT
bracis-19043	331	31	d.	d.	PROPN
bracis-19043	331	32	:	:	PUNCT
bracis-19043	331	33	a	a	DET
bracis-19043	331	34	novel	novel	ADJ
bracis-19043	331	35	biclustering	biclustere	VERB
bracis-19043	331	36	algorithm	algorithm	NOUN
bracis-19043	331	37	for	for	ADP
bracis-19043	331	38	the	the	DET
bracis-19043	331	39	discovery	discovery	NOUN
bracis-19043	331	40	of	of	ADP
bracis-19043	331	41	meaningful	meaningful	ADJ
bracis-19043	331	42	biological	biological	ADJ
bracis-19043	331	43	correlations	correlation	NOUN
bracis-19043	331	44	between	between	ADP
bracis-19043	331	45	micrornas	microrna	NOUN
bracis-19043	331	46	and	and	CCONJ
bracis-19043	331	47	their	their	PRON
bracis-19043	331	48	target	target	NOUN
bracis-19043	331	49	genes	gene	NOUN
bracis-19043	331	50	.	.	PUNCT
bracis-19043	332	1	bmc	bmc	ADJ
bracis-19043	332	2	bioinform	bioinform	NOUN
bracis-19043	332	3	.	.	PUNCT
bracis-19043	333	1	14(s7	14(s7	NUM
bracis-19043	333	2	)	)	PUNCT
bracis-19043	333	3	,	,	PUNCT
bracis-19043	333	4	s8	s8	NOUN
bracis-19043	333	5	(	(	PUNCT
bracis-19043	333	6	2013	2013	NUM
bracis-19043	333	7	)	)	PUNCT
bracis-19043	333	8	article	article	NOUN
bracis-19043	333	9	  	  	SPACE
bracis-19043	333	10	google	google	PROPN
bracis-19043	333	11	scholar	scholar	NOUN
bracis-19043	333	12	  	  	SPACE
bracis-19043	333	13	role	role	NOUN
bracis-19043	333	14	,	,	PUNCT
bracis-19043	333	15	f.	f.	PROPN
bracis-19043	333	16	,	,	PUNCT
bracis-19043	333	17	morbieu	morbieu	PROPN
bracis-19043	333	18	,	,	PUNCT
bracis-19043	333	19	s.	s.	PROPN
bracis-19043	333	20	,	,	PUNCT
bracis-19043	333	21	nadif	nadif	ADV
bracis-19043	333	22	,	,	PUNCT
bracis-19043	333	23	m.	m.	NOUN
bracis-19043	333	24	:	:	PUNCT
bracis-19043	333	25	coclust	coclust	NOUN
bracis-19043	333	26	:	:	PUNCT
bracis-19043	333	27	a	a	DET
bracis-19043	333	28	python	python	NOUN
bracis-19043	333	29	package	package	NOUN
bracis-19043	333	30	for	for	ADP
bracis-19043	333	31	co	co	NOUN
bracis-19043	333	32	-	-	ADJ
bracis-19043	333	33	clustering	clustering	ADJ
bracis-19043	333	34	.	.	PUNCT
bracis-19043	334	1	j.	j.	PROPN
bracis-19043	334	2	stat	stat	PROPN
bracis-19043	334	3	.	.	PUNCT
bracis-19043	335	1	softw	softw	PROPN
bracis-19043	335	2	.	.	PUNCT
bracis-19043	336	1	88(1	88(1	NOUN
bracis-19043	336	2	)	)	PUNCT
bracis-19043	336	3	,	,	PUNCT
bracis-19043	336	4	1–29	1–29	PROPN
bracis-19043	336	5	(	(	PUNCT
bracis-19043	336	6	2019	2019	NUM
bracis-19043	336	7	)	)	PUNCT
bracis-19043	336	8	google	google	NOUN
bracis-19043	336	9	scholar	scholar	NOUN
bracis-19043	336	10	  	  	SPACE
bracis-19043	336	11	vlachos	vlachos	ADJ
bracis-19043	336	12	,	,	PUNCT
bracis-19043	336	13	m.	m.	NOUN
bracis-19043	336	14	,	,	PUNCT
bracis-19043	336	15	dünner	dünner	PROPN
bracis-19043	336	16	,	,	PUNCT
bracis-19043	336	17	c.	c.	PROPN
bracis-19043	336	18	,	,	PUNCT
bracis-19043	336	19	heckel	heckel	PROPN
bracis-19043	336	20	,	,	PUNCT
bracis-19043	336	21	r.	r.	PROPN
bracis-19043	336	22	,	,	PUNCT
bracis-19043	336	23	vassiliadis	vassiliadi	NOUN
bracis-19043	336	24	,	,	PUNCT
bracis-19043	336	25	v.g	v.g	PROPN
bracis-19043	336	26	.	.	PROPN
bracis-19043	336	27	,	,	PUNCT
bracis-19043	336	28	parnell	parnell	PROPN
bracis-19043	336	29	,	,	PUNCT
bracis-19043	336	30	t.	t.	PROPN
bracis-19043	336	31	,	,	PUNCT
bracis-19043	336	32	atasu	atasu	ADJ
bracis-19043	336	33	,	,	PUNCT
bracis-19043	336	34	k.	k.	PROPN
bracis-19043	336	35	:	:	PUNCT
bracis-19043	336	36	addressing	address	VERB
bracis-19043	336	37	interpretability	interpretability	NOUN
bracis-19043	336	38	and	and	CCONJ
bracis-19043	336	39	cold	cold	ADJ
bracis-19043	336	40	-	-	PUNCT
bracis-19043	336	41	start	start	NOUN
bracis-19043	336	42	in	in	ADP
bracis-19043	336	43	matrix	matrix	NOUN
bracis-19043	336	44	factorization	factorization	NOUN
bracis-19043	336	45	for	for	ADP
bracis-19043	336	46	recommender	recommender	NOUN
bracis-19043	336	47	systems	system	NOUN
bracis-19043	336	48	.	.	PUNCT
bracis-19043	337	1	ieee	ieee	PROPN
bracis-19043	337	2	trans	trans	PROPN
bracis-19043	337	3	.	.	PROPN
bracis-19043	338	1	knowl	knowl	PROPN
bracis-19043	338	2	.	.	PUNCT
bracis-19043	339	1	data	data	PROPN
bracis-19043	339	2	eng	eng	PROPN
bracis-19043	339	3	.	.	PROPN
bracis-19043	339	4	31(7	31(7	PROPN
bracis-19043	339	5	)	)	PUNCT
bracis-19043	339	6	,	,	PUNCT
bracis-19043	339	7	1253–1266	1253–1266	NUM
bracis-19043	339	8	(	(	PUNCT
bracis-19043	339	9	2018	2018	NUM
bracis-19043	339	10	)	)	PUNCT
bracis-19043	339	11	article	article	NOUN
bracis-19043	339	12	  	  	SPACE
bracis-19043	339	13	google	google	PROPN
bracis-19043	339	14	scholar	scholar	NOUN
bracis-19043	339	15	  	  	SPACE
bracis-19043	339	16	whang	whang	PROPN
bracis-19043	339	17	,	,	PUNCT
bracis-19043	339	18	j.j	j.j	PROPN
bracis-19043	339	19	.	.	PROPN
bracis-19043	339	20	,	,	PUNCT
bracis-19043	339	21	rai	rai	PROPN
bracis-19043	339	22	,	,	PUNCT
bracis-19043	339	23	p.	p.	NOUN
bracis-19043	339	24	,	,	PUNCT
bracis-19043	339	25	dhillon	dhillon	PROPN
bracis-19043	339	26	,	,	PUNCT
bracis-19043	339	27	i.s	i.s	PROPN
bracis-19043	339	28	.	.	PUNCT
bracis-19043	339	29	:	:	PUNCT
bracis-19043	340	1	stochastic	stochastic	ADJ
bracis-19043	340	2	blockmodel	blockmodel	NOUN
bracis-19043	340	3	with	with	ADP
bracis-19043	340	4	cluster	cluster	NOUN
bracis-19043	340	5	overlap	overlap	NOUN
bracis-19043	340	6	,	,	PUNCT
bracis-19043	340	7	relevance	relevance	NOUN
bracis-19043	340	8	selection	selection	NOUN
bracis-19043	340	9	,	,	PUNCT
bracis-19043	340	10	and	and	CCONJ
bracis-19043	340	11	similarity	similarity	NOUN
bracis-19043	340	12	-	-	PUNCT
bracis-19043	340	13	based	base	VERB
bracis-19043	340	14	smoothing	smoothing	NOUN
bracis-19043	340	15	.	.	PUNCT
bracis-19043	341	1	in	in	ADP
bracis-19043	341	2	:	:	PUNCT
bracis-19043	341	3	2013	2013	NUM
bracis-19043	341	4	ieee	ieee	PROPN
bracis-19043	341	5	13th	13th	NOUN
bracis-19043	341	6	international	international	ADJ
bracis-19043	341	7	conference	conference	NOUN
bracis-19043	341	8	on	on	ADP
bracis-19043	341	9	data	datum	NOUN
bracis-19043	341	10	mining	mining	NOUN
bracis-19043	341	11	.	.	PUNCT
bracis-19043	342	1	ieee	ieee	NOUN
bracis-19043	342	2	(	(	PUNCT
bracis-19043	342	3	2013	2013	NUM
bracis-19043	342	4	)	)	PUNCT
bracis-19043	342	5	google	google	PROPN
bracis-19043	342	6	scholar	scholar	NOUN
bracis-19043	342	7	  	  	SPACE
bracis-19043	342	8	xu	xu	PROPN
bracis-19043	342	9	,	,	PUNCT
bracis-19043	342	10	r.	r.	PROPN
bracis-19043	342	11	,	,	PUNCT
bracis-19043	342	12	wunsch	wunsch	PROPN
bracis-19043	342	13	,	,	PUNCT
bracis-19043	342	14	d.	d.	PROPN
bracis-19043	342	15	:	:	PUNCT
bracis-19043	342	16	survey	survey	NOUN
bracis-19043	342	17	of	of	ADP
bracis-19043	342	18	clustering	clustering	ADJ
bracis-19043	342	19	algorithms	algorithm	NOUN
bracis-19043	342	20	.	.	PUNCT
bracis-19043	343	1	ieee	ieee	PROPN
bracis-19043	343	2	trans	trans	PROPN
bracis-19043	343	3	.	.	PUNCT
bracis-19043	344	1	neural	neural	ADJ
bracis-19043	344	2	netw	netw	NOUN
bracis-19043	344	3	.	.	PUNCT
bracis-19043	345	1	16(3	16(3	X
bracis-19043	345	2	)	)	PUNCT
bracis-19043	345	3	,	,	PUNCT
bracis-19043	345	4	645–678	645–678	NUM
bracis-19043	345	5	(	(	PUNCT
bracis-19043	345	6	2005	2005	NUM
bracis-19043	345	7	)	)	PUNCT
bracis-19043	345	8	article	article	NOUN
bracis-19043	345	9	  	  	SPACE
bracis-19043	345	10	google	google	PROPN
bracis-19043	345	11	scholar	scholar	NOUN
bracis-19043	345	12	  	  	SPACE
bracis-19043	345	13	zheng	zheng	PROPN
bracis-19043	345	14	,	,	PUNCT
bracis-19043	345	15	et	et	PROPN
bracis-19043	345	16	al	al	PROPN
bracis-19043	345	17	.	.	PROPN
bracis-19043	345	18	:	:	PUNCT
bracis-19043	345	19	clustering	cluster	VERB
bracis-19043	345	20	social	social	ADJ
bracis-19043	345	21	audiences	audience	NOUN
bracis-19043	345	22	in	in	ADP
bracis-19043	345	23	business	business	NOUN
bracis-19043	345	24	information	information	NOUN
bracis-19043	345	25	networks	network	NOUN
bracis-19043	345	26	.	.	PUNCT
bracis-19043	346	1	pattern	pattern	NOUN
bracis-19043	346	2	recognit	recognit	VERB
bracis-19043	346	3	.	.	PUNCT
bracis-19043	347	1	100	100	NUM
bracis-19043	347	2	,	,	PUNCT
bracis-19043	347	3	107126	107126	NUM
bracis-19043	347	4	(	(	PUNCT
bracis-19043	347	5	2020	2020	NUM
bracis-19043	347	6	)	)	PUNCT
bracis-19043	347	7	google	google	PROPN
bracis-19043	347	8	scholar	scholar	NOUN
bracis-19043	347	9	  	  	SPACE
bracis-19043	347	10	zhu	zhu	PROPN
bracis-19043	347	11	,	,	PUNCT
bracis-19043	347	12	h.	h.	PROPN
bracis-19043	347	13	,	,	PUNCT
bracis-19043	347	14	mateos	mateos	PROPN
bracis-19043	347	15	,	,	PUNCT
bracis-19043	347	16	g.	g.	PROPN
bracis-19043	347	17	,	,	PUNCT
bracis-19043	347	18	giannakis	giannakis	PROPN
bracis-19043	347	19	,	,	PUNCT
bracis-19043	347	20	g.b	g.b	PROPN
bracis-19043	347	21	.	.	PROPN
bracis-19043	347	22	,	,	PUNCT
bracis-19043	347	23	sidiropoulos	sidiropoulo	NOUN
bracis-19043	347	24	,	,	PUNCT
bracis-19043	347	25	n.d	n.d	PROPN
bracis-19043	347	26	.	.	PROPN
bracis-19043	347	27	,	,	PUNCT
bracis-19043	347	28	banerjee	banerjee	PROPN
bracis-19043	347	29	,	,	PUNCT
bracis-19043	347	30	a.	a.	NOUN
bracis-19043	347	31	:	:	PUNCT
bracis-19043	347	32	sparsity	sparsity	NOUN
bracis-19043	347	33	-	-	PUNCT
bracis-19043	347	34	cognizant	cognizant	ADJ
bracis-19043	347	35	overlapping	overlap	VERB
bracis-19043	347	36	co	co	NOUN
bracis-19043	347	37	-	-	NOUN
bracis-19043	347	38	clustering	clustering	ADJ
bracis-19043	347	39	for	for	ADP
bracis-19043	347	40	behavior	behavior	NOUN
bracis-19043	347	41	inference	inference	NOUN
bracis-19043	347	42	in	in	ADP
bracis-19043	347	43	social	social	ADJ
bracis-19043	347	44	networks	network	NOUN
bracis-19043	347	45	.	.	PUNCT
bracis-19043	348	1	in	in	ADP
bracis-19043	348	2	:	:	PUNCT
bracis-19043	348	3	2010	2010	NUM
bracis-19043	348	4	ieee	ieee	PROPN
bracis-19043	348	5	international	international	ADJ
bracis-19043	348	6	conference	conference	NOUN
bracis-19043	348	7	on	on	ADP
bracis-19043	348	8	acoustics	acoustic	NOUN
bracis-19043	348	9	,	,	PUNCT
bracis-19043	348	10	speech	speech	NOUN
bracis-19043	348	11	and	and	CCONJ
bracis-19043	348	12	signal	signal	NOUN
bracis-19043	348	13	processing	processing	NOUN
bracis-19043	348	14	,	,	PUNCT
bracis-19043	348	15	pp	pp	ADJ
bracis-19043	348	16	.	.	PUNCT
bracis-19043	348	17	3534–3537	3534–3537	X
bracis-19043	348	18	.	.	PUNCT
bracis-19043	348	19	ieee	ieee	NOUN
bracis-19043	348	20	(	(	PUNCT
bracis-19043	348	21	2010	2010	NUM
bracis-19043	348	22	)	)	PUNCT
bracis-19043	348	23	google	google	PROPN
bracis-19043	348	24	scholar	scholar	NOUN
bracis-19043	348	25	  	  	SPACE
bracis-19043	348	26	download	download	NOUN
bracis-19043	348	27	references	reference	NOUN
bracis-19043	348	28	acknowledgements	acknowledgement	NOUN
bracis-19043	348	29	this	this	DET
bracis-19043	348	30	work	work	NOUN
bracis-19043	348	31	has	have	AUX
bracis-19043	348	32	been	be	AUX
bracis-19043	348	33	partially	partially	ADV
bracis-19043	348	34	supported	support	VERB
bracis-19043	348	35	by	by	ADP
bracis-19043	348	36	capes	cape	NOUN
bracis-19043	348	37	(	(	PUNCT
bracis-19043	348	38	finance	finance	NOUN
bracis-19043	348	39	code	code	NOUN
bracis-19043	348	40	001	001	NUM
bracis-19043	348	41	)	)	PUNCT
bracis-19043	348	42	,	,	PUNCT
bracis-19043	348	43	cnpq	cnpq	NOUN
bracis-19043	348	44	,	,	PUNCT
bracis-19043	348	45	fapesc	fapesc	PROPN
bracis-19043	348	46	(	(	PUNCT
bracis-19043	348	47	project	project	NOUN
bracis-19043	348	48	match	match	NOUN
bracis-19043	348	49	co	co	NOUN
bracis-19043	348	50	-	-	NOUN
bracis-19043	348	51	financing	financing	NOUN
bracis-19043	348	52	of	of	ADP
bracis-19043	348	53	h2020	h2020	NOUN
bracis-19043	348	54	projects	project	NOUN
bracis-19043	348	55	grant	grant	VERB
bracis-19043	348	56	2018tr	2018tr	ADJ
bracis-19043	348	57	1266	1266	NUM
bracis-19043	348	58	)	)	PUNCT
bracis-19043	348	59	,	,	PUNCT
bracis-19043	348	60	and	and	CCONJ
bracis-19043	348	61	the	the	DET
bracis-19043	348	62	european	european	PROPN
bracis-19043	348	63	union	union	PROPN
bracis-19043	348	64	’s	’s	PART
bracis-19043	348	65	horizon	horizon	NOUN
bracis-19043	348	66	2020	2020	NUM
bracis-19043	348	67	research	research	NOUN
bracis-19043	348	68	and	and	CCONJ
bracis-19043	348	69	innovation	innovation	NOUN
bracis-19043	348	70	programme	programme	NOUN
bracis-19043	348	71	under	under	ADP
bracis-19043	348	72	ga	ga	PROPN
bracis-19043	348	73	n.	n.	NOUN
bracis-19043	348	74	777695	777695	NUM
bracis-19043	348	75	(	(	PUNCT
bracis-19043	348	76	master	master	NOUN
bracis-19043	348	77	)	)	PUNCT
bracis-19043	348	78	.	.	PUNCT
bracis-19043	349	1	the	the	DET
bracis-19043	349	2	views	view	NOUN
bracis-19043	349	3	and	and	CCONJ
bracis-19043	349	4	opinions	opinion	NOUN
bracis-19043	349	5	expressed	express	VERB
bracis-19043	349	6	in	in	ADP
bracis-19043	349	7	this	this	DET
bracis-19043	349	8	paper	paper	NOUN
bracis-19043	349	9	are	be	AUX
bracis-19043	349	10	the	the	DET
bracis-19043	349	11	sole	sole	ADJ
bracis-19043	349	12	responsibility	responsibility	NOUN
bracis-19043	349	13	of	of	ADP
bracis-19043	349	14	the	the	DET
bracis-19043	349	15	author	author	NOUN
bracis-19043	349	16	and	and	CCONJ
bracis-19043	349	17	do	do	AUX
bracis-19043	349	18	not	not	PART
bracis-19043	349	19	necessarily	necessarily	ADV
bracis-19043	349	20	reflect	reflect	VERB
bracis-19043	349	21	the	the	DET
bracis-19043	349	22	views	view	NOUN
bracis-19043	349	23	of	of	ADP
bracis-19043	349	24	the	the	DET
bracis-19043	349	25	european	european	PROPN
bracis-19043	349	26	commission	commission	PROPN
bracis-19043	349	27	.	.	PUNCT
bracis-19043	350	1	author	author	NOUN
bracis-19043	350	2	information	information	NOUN
bracis-19043	350	3	authors	author	NOUN
bracis-19043	350	4	and	and	CCONJ
bracis-19043	350	5	affiliations	affiliation	NOUN
bracis-19043	350	6	universidade	universidade	PROPN
bracis-19043	350	7	federal	federal	PROPN
bracis-19043	350	8	de	de	PROPN
bracis-19043	350	9	santa	santa	PROPN
bracis-19043	350	10	catarina	catarina	PROPN
bracis-19043	350	11	,	,	PUNCT
bracis-19043	350	12	florianópolis	florianópolis	PROPN
bracis-19043	350	13	,	,	PUNCT
bracis-19043	350	14	brazil	brazil	PROPN
bracis-19043	350	15	yuri	yuri	PROPN
bracis-19043	350	16	santa	santa	PROPN
bracis-19043	350	17	rosa	rosa	PROPN
bracis-19043	350	18	nassar	nassar	PROPN
bracis-19043	350	19	dos	dos	PROPN
bracis-19043	350	20	santos	santos	PROPN
bracis-19043	350	21	,	,	PUNCT
bracis-19043	350	22	 	 	SPACE
bracis-19043	350	23	rafael	rafael	PROPN
bracis-19043	350	24	santiago	santiago	PROPN
bracis-19043	350	25	,	,	PUNCT
bracis-19043	350	26	 	 	SPACE
bracis-19043	350	27	matheus	matheus	PROPN
bracis-19043	350	28	henrique	henrique	PROPN
bracis-19043	350	29	schaly	schaly	PROPN
bracis-19043	350	30	,	,	PUNCT
bracis-19043	350	31	 	 	SPACE
bracis-19043	350	32	luis	luis	PROPN
bracis-19043	350	33	otávio	otávio	PROPN
bracis-19043	350	34	alvares	alvares	PROPN
bracis-19043	350	35	 	 	SPACE
bracis-19043	350	36	&	&	CCONJ
bracis-19043	350	37	 	 	SPACE
bracis-19043	350	38	vania	vania	PROPN
bracis-19043	350	39	bogorny	bogorny	PROPN
bracis-19043	350	40	ine	ine	PROPN
bracis-19043	350	41	,	,	PUNCT
bracis-19043	350	42	programa	programa	PROPN
bracis-19043	350	43	de	de	PROPN
bracis-19043	350	44	pós	pós	PROPN
bracis-19043	350	45	-	-	PUNCT
bracis-19043	350	46	graduação	graduação	NOUN
bracis-19043	350	47	em	em	PROPN
bracis-19043	350	48	ciência	ciência	PROPN
bracis-19043	350	49	da	da	PROPN
bracis-19043	350	50	computação	computação	PROPN
bracis-19043	350	51	,	,	PUNCT
bracis-19043	350	52	florianópolis	florianópolis	PROPN
bracis-19043	350	53	,	,	PUNCT
bracis-19043	350	54	brazil	brazil	PROPN
bracis-19043	350	55	yuri	yuri	PROPN
bracis-19043	350	56	santa	santa	PROPN
bracis-19043	350	57	rosa	rosa	PROPN
bracis-19043	350	58	nassar	nassar	PROPN
bracis-19043	350	59	dos	dos	PROPN
bracis-19043	350	60	santos	santos	PROPN
bracis-19043	350	61	,	,	PUNCT
bracis-19043	350	62	 	 	SPACE
bracis-19043	350	63	rafael	rafael	PROPN
bracis-19043	350	64	santiago	santiago	PROPN
bracis-19043	350	65	 	 	SPACE
bracis-19043	350	66	&	&	CCONJ
bracis-19043	350	67	 	 	SPACE
bracis-19043	350	68	vania	vania	PROPN
bracis-19043	350	69	bogorny	bogorny	PROPN
bracis-19043	350	70	isti	isti	PROPN
bracis-19043	350	71	-	-	PUNCT
bracis-19043	350	72	cnr	cnr	PROPN
bracis-19043	350	73	,	,	PUNCT
bracis-19043	350	74	pisa	pisa	PROPN
bracis-19043	350	75	,	,	PUNCT
bracis-19043	350	76	italy	italy	PROPN
bracis-19043	350	77	raffaele	raffaele	PROPN
bracis-19043	350	78	perego	perego	PROPN
bracis-19043	350	79	 	 	SPACE
bracis-19043	350	80	&	&	CCONJ
bracis-19043	350	81	 	 	SPACE
bracis-19043	350	82	chiara	chiara	PROPN
bracis-19043	350	83	renso	renso	PROPN
bracis-19043	350	84	authors	author	NOUN
bracis-19043	350	85	yuri	yuri	PROPN
bracis-19043	350	86	santa	santa	PROPN
bracis-19043	350	87	rosa	rosa	PROPN
bracis-19043	350	88	nassar	nassar	PROPN
bracis-19043	350	89	dos	dos	PROPN
bracis-19043	350	90	santosview	santosview	PROPN
bracis-19043	350	91	author	author	NOUN
bracis-19043	350	92	publications	publication	NOUN
bracis-19043	350	93	search	search	NOUN
bracis-19043	350	94	author	author	NOUN
bracis-19043	350	95	on	on	ADP
bracis-19043	350	96	:	:	PUNCT
bracis-19043	350	97	pubmed	pubmed	PROPN
bracis-19043	350	98	 	 	SPACE
bracis-19043	350	99	google	google	PROPN
bracis-19043	350	100	scholar	scholar	PROPN
bracis-19043	350	101	rafael	rafael	PROPN
bracis-19043	350	102	santiagoview	santiagoview	NOUN
bracis-19043	350	103	author	author	NOUN
bracis-19043	350	104	publications	publication	VERB
bracis-19043	350	105	search	search	NOUN
bracis-19043	350	106	author	author	NOUN
bracis-19043	350	107	on	on	ADP
bracis-19043	350	108	:	:	PUNCT
bracis-19043	350	109	pubmed	pubmed	PROPN
bracis-19043	350	110	 	 	SPACE
bracis-19043	350	111	google	google	PROPN
bracis-19043	350	112	scholar	scholar	PROPN
bracis-19043	350	113	raffaele	raffaele	PROPN
bracis-19043	350	114	peregoview	peregoview	PROPN
bracis-19043	350	115	author	author	NOUN
bracis-19043	350	116	publications	publication	NOUN
bracis-19043	350	117	search	search	NOUN
bracis-19043	350	118	author	author	NOUN
bracis-19043	350	119	on	on	ADP
bracis-19043	350	120	:	:	PUNCT
bracis-19043	350	121	pubmed	pubmed	PROPN
bracis-19043	350	122	 	 	SPACE
bracis-19043	350	123	google	google	PROPN
bracis-19043	350	124	scholar	scholar	NOUN
bracis-19043	350	125	matheus	matheus	PROPN
bracis-19043	350	126	henrique	henrique	PROPN
bracis-19043	350	127	schalyview	schalyview	PROPN
bracis-19043	350	128	author	author	NOUN
bracis-19043	350	129	publications	publication	NOUN
bracis-19043	350	130	search	search	NOUN
bracis-19043	350	131	author	author	NOUN
bracis-19043	350	132	on	on	ADP
bracis-19043	350	133	:	:	PUNCT
bracis-19043	350	134	pubmed	pubmed	PROPN
bracis-19043	350	135	 	 	SPACE
bracis-19043	350	136	google	google	PROPN
bracis-19043	350	137	scholar	scholar	PROPN
bracis-19043	350	138	luis	luis	PROPN
bracis-19043	350	139	otávio	otávio	PROPN
bracis-19043	350	140	alvaresview	alvaresview	PROPN
bracis-19043	350	141	author	author	NOUN
bracis-19043	350	142	publications	publication	NOUN
bracis-19043	350	143	search	search	NOUN
bracis-19043	350	144	author	author	NOUN
bracis-19043	350	145	on	on	ADP
bracis-19043	350	146	:	:	PUNCT
bracis-19043	350	147	pubmed	pubmed	PROPN
bracis-19043	350	148	 	 	SPACE
bracis-19043	350	149	google	google	PROPN
bracis-19043	350	150	scholar	scholar	NOUN
bracis-19043	350	151	chiara	chiara	PROPN
bracis-19043	350	152	rensoview	rensoview	PROPN
bracis-19043	350	153	author	author	NOUN
bracis-19043	350	154	publications	publication	NOUN
bracis-19043	350	155	search	search	NOUN
bracis-19043	350	156	author	author	NOUN
bracis-19043	350	157	on	on	ADP
bracis-19043	350	158	:	:	PUNCT
bracis-19043	350	159	pubmed	pubmed	PROPN
bracis-19043	350	160	 	 	SPACE
bracis-19043	350	161	google	google	PROPN
bracis-19043	350	162	scholar	scholar	NOUN
bracis-19043	350	163	vania	vania	PROPN
bracis-19043	350	164	bogornyview	bogornyview	NOUN
bracis-19043	350	165	author	author	NOUN
bracis-19043	350	166	publications	publication	NOUN
bracis-19043	350	167	search	search	NOUN
bracis-19043	350	168	author	author	NOUN
bracis-19043	350	169	on	on	ADP
bracis-19043	350	170	:	:	PUNCT
bracis-19043	350	171	pubmed	pubmed	PROPN
bracis-19043	350	172	 	 	SPACE
bracis-19043	350	173	google	google	PROPN
bracis-19043	350	174	scholar	scholar	NOUN
bracis-19043	350	175	corresponding	correspond	VERB
bracis-19043	350	176	author	author	NOUN
bracis-19043	350	177	correspondence	correspondence	NOUN
bracis-19043	350	178	to	to	ADP
bracis-19043	350	179	yuri	yuri	PROPN
bracis-19043	350	180	santa	santa	PROPN
bracis-19043	350	181	rosa	rosa	PROPN
bracis-19043	350	182	nassar	nassar	PROPN
bracis-19043	350	183	dos	do	VERB
bracis-19043	350	184	santos	santos	PROPN
bracis-19043	350	185	.	.	PUNCT
bracis-19043	351	1	editor	editor	NOUN
bracis-19043	351	2	information	information	NOUN
bracis-19043	351	3	editors	editor	NOUN
bracis-19043	351	4	and	and	CCONJ
bracis-19043	351	5	affiliations	affiliation	NOUN
bracis-19043	351	6	universidade	universidade	PROPN
bracis-19043	351	7	federal	federal	PROPN
bracis-19043	351	8	de	de	X
bracis-19043	351	9	sergipe	sergipe	PROPN
bracis-19043	351	10	,	,	PUNCT
bracis-19043	351	11	são	são	NOUN
bracis-19043	351	12	cristóvão	cristóvão	PROPN
bracis-19043	351	13	,	,	PUNCT
bracis-19043	351	14	brazil	brazil	PROPN
bracis-19043	351	15	andré	andré	PROPN
bracis-19043	351	16	britto	britto	PROPN
bracis-19043	351	17	universidade	universidade	PROPN
bracis-19043	351	18	de	de	PROPN
bracis-19043	351	19	são	são	PROPN
bracis-19043	351	20	paulo	paulo	PROPN
bracis-19043	351	21	,	,	PUNCT
bracis-19043	351	22	são	são	PROPN
bracis-19043	351	23	paulo	paulo	PROPN
bracis-19043	351	24	,	,	PUNCT
bracis-19043	351	25	brazil	brazil	PROPN
bracis-19043	351	26	karina	karina	PROPN
bracis-19043	351	27	valdivia	valdivia	PROPN
bracis-19043	351	28	delgado	delgado	VERB
bracis-19043	351	29	rights	right	NOUN
bracis-19043	351	30	and	and	CCONJ
bracis-19043	351	31	permissions	permission	NOUN
bracis-19043	351	32	reprints	reprint	NOUN
bracis-19043	351	33	and	and	CCONJ
bracis-19043	351	34	permissions	permission	VERB
bracis-19043	351	35	copyright	copyright	NOUN
bracis-19043	351	36	information	information	NOUN
bracis-19043	351	37	©	©	PROPN
bracis-19043	351	38	2021	2021	NUM
bracis-19043	351	39	springer	springer	NOUN
bracis-19043	351	40	nature	nature	NOUN
bracis-19043	351	41	switzerland	switzerland	PROPN
bracis-19043	351	42	ag	ag	PROPN
bracis-19043	351	43	about	about	ADP
bracis-19043	351	44	this	this	DET
bracis-19043	351	45	paper	paper	NOUN
bracis-19043	351	46	cite	cite	VERB
bracis-19043	351	47	this	this	DET
bracis-19043	351	48	paper	paper	NOUN
bracis-19043	351	49	dos	do	NOUN
bracis-19043	351	50	santos	santo	NOUN
bracis-19043	351	51	,	,	PUNCT
bracis-19043	351	52	y.s.r.n	y.s.r.n	PROPN
bracis-19043	351	53	.	.	PROPN
bracis-19043	351	54	et	et	PROPN
bracis-19043	351	55	al	al	PROPN
bracis-19043	351	56	.	.	PROPN
bracis-19043	352	1	(	(	PUNCT
bracis-19043	352	2	2021	2021	NUM
bracis-19043	352	3	)	)	PUNCT
bracis-19043	352	4	.	.	PUNCT
bracis-19043	353	1	a	a	DET
bracis-19043	353	2	co	co	NOUN
bracis-19043	353	3	-	-	NOUN
bracis-19043	353	4	occurrence	occurrence	ADJ
bracis-19043	353	5	based	base	VERB
bracis-19043	353	6	approach	approach	NOUN
bracis-19043	353	7	for	for	ADP
bracis-19043	353	8	mining	mining	NOUN
bracis-19043	353	9	overlapped	overlapped	ADJ
bracis-19043	353	10	co	co	NOUN
bracis-19043	353	11	-	-	NOUN
bracis-19043	353	12	clusters	cluster	NOUN
bracis-19043	353	13	in	in	ADP
bracis-19043	353	14	binary	binary	ADJ
bracis-19043	353	15	data	datum	NOUN
bracis-19043	353	16	.	.	PUNCT
bracis-19043	354	1	in	in	ADP
bracis-19043	354	2	:	:	PUNCT
bracis-19043	354	3	britto	britto	PROPN
bracis-19043	354	4	,	,	PUNCT
bracis-19043	354	5	a.	a.	PROPN
bracis-19043	354	6	,	,	PUNCT
bracis-19043	354	7	valdivia	valdivia	PROPN
bracis-19043	354	8	delgado	delgado	PROPN
bracis-19043	354	9	,	,	PUNCT
bracis-19043	354	10	k.	k.	PROPN
bracis-19043	354	11	(	(	PUNCT
bracis-19043	354	12	eds	eds	PROPN
bracis-19043	354	13	)	)	PUNCT
bracis-19043	354	14	intelligent	intelligent	ADJ
bracis-19043	354	15	systems	system	NOUN
bracis-19043	354	16	.	.	PUNCT
bracis-19043	355	1	bracis	bracis	PROPN
bracis-19043	355	2	2021	2021	NUM
bracis-19043	355	3	.	.	PUNCT
bracis-19043	356	1	lecture	lecture	NOUN
bracis-19043	356	2	notes	note	NOUN
bracis-19043	356	3	in	in	ADP
bracis-19043	356	4	computer	computer	NOUN
bracis-19043	356	5	science	science	NOUN
bracis-19043	356	6	(	(	PUNCT
bracis-19043	356	7	)	)	PUNCT
bracis-19043	356	8	,	,	PUNCT
bracis-19043	356	9	vol	vol	NOUN
bracis-19043	356	10	13073	13073	NUM
bracis-19043	356	11	.	.	PUNCT
bracis-19043	357	1	springer	springer	NOUN
bracis-19043	357	2	,	,	PUNCT
bracis-19043	357	3	cham	cham	PROPN
bracis-19043	357	4	.	.	PUNCT
bracis-19043	358	1	https://doi.org/10.1007/978-3-030-91702-9_25	https://doi.org/10.1007/978-3-030-91702-9_25	PROPN
bracis-19043	358	2	download	download	NOUN
bracis-19043	358	3	citation	citation	NOUN
bracis-19043	358	4	.ris	.ris	PUNCT
bracis-19043	358	5	.enw	.enw	PROPN
bracis-19043	358	6	.bib	.bib	PUNCT
bracis-19043	359	1	doi	doi	PROPN
bracis-19043	359	2	:	:	PUNCT
bracis-19043	359	3	https://doi.org/10.1007/978-3-030-91702-9_25	https://doi.org/10.1007/978-3-030-91702-9_25	VERB
bracis-19043	359	4	published	publish	VERB
bracis-19043	359	5	:	:	PUNCT
bracis-19043	359	6	28	28	NUM
bracis-19043	359	7	november	november	PROPN
bracis-19043	359	8	2021	2021	NUM
bracis-19043	359	9	publisher	publisher	NOUN
bracis-19043	359	10	name	name	NOUN
bracis-19043	359	11	:	:	PUNCT
bracis-19043	359	12	springer	springer	NOUN
bracis-19043	359	13	,	,	PUNCT
bracis-19043	359	14	cham	cham	PROPN
bracis-19043	359	15	print	print	PROPN
bracis-19043	359	16	isbn	isbn	PROPN
bracis-19043	359	17	:	:	PUNCT
bracis-19043	359	18	978	978	NUM
bracis-19043	359	19	-	-	SYM
bracis-19043	359	20	3	3	NUM
bracis-19043	359	21	-	-	PUNCT
bracis-19043	359	22	030	030	NUM
bracis-19043	359	23	-	-	PUNCT
bracis-19043	359	24	91701	91701	NUM
bracis-19043	359	25	-	-	SYM
bracis-19043	359	26	2	2	NUM
bracis-19043	359	27	online	online	ADJ
bracis-19043	359	28	isbn	isbn	NOUN
bracis-19043	359	29	:	:	PUNCT
bracis-19043	359	30	978	978	NUM
bracis-19043	359	31	-	-	SYM
bracis-19043	359	32	3	3	NUM
bracis-19043	359	33	-	-	PUNCT
bracis-19043	359	34	030	030	NUM
bracis-19043	359	35	-	-	PUNCT
bracis-19043	359	36	91702	91702	NUM
bracis-19043	359	37	-	-	SYM
bracis-19043	359	38	9	9	NUM
bracis-19043	359	39	ebook	ebook	NOUN
bracis-19043	359	40	packages	package	NOUN
bracis-19043	359	41	:	:	PUNCT
bracis-19043	359	42	computer	computer	NOUN
bracis-19043	359	43	sciencecomputer	sciencecomputer	NOUN
bracis-19043	359	44	science	science	NOUN
bracis-19043	359	45	(	(	PUNCT
bracis-19043	359	46	r0	r0	NOUN
bracis-19043	359	47	)	)	PUNCT
bracis-19043	359	48	share	share	VERB
bracis-19043	359	49	this	this	DET
bracis-19043	359	50	paper	paper	NOUN
bracis-19043	359	51	anyone	anyone	PRON
bracis-19043	359	52	you	you	PRON
bracis-19043	359	53	share	share	VERB
bracis-19043	359	54	the	the	DET
bracis-19043	359	55	following	follow	VERB
bracis-19043	359	56	link	link	NOUN
bracis-19043	359	57	with	with	ADP
bracis-19043	359	58	will	will	AUX
bracis-19043	359	59	be	be	AUX
bracis-19043	359	60	able	able	ADJ
bracis-19043	359	61	to	to	PART
bracis-19043	359	62	read	read	VERB
bracis-19043	359	63	this	this	DET
bracis-19043	359	64	content	content	NOUN
bracis-19043	359	65	:	:	PUNCT
bracis-19043	359	66	get	get	VERB
bracis-19043	359	67	shareable	shareable	ADJ
bracis-19043	359	68	linksorry	linksorry	NOUN
bracis-19043	359	69	,	,	PUNCT
bracis-19043	359	70	a	a	DET
bracis-19043	359	71	shareable	shareable	ADJ
bracis-19043	359	72	link	link	NOUN
bracis-19043	359	73	is	be	AUX
bracis-19043	359	74	not	not	PART
bracis-19043	359	75	currently	currently	ADV
bracis-19043	359	76	available	available	ADJ
bracis-19043	359	77	for	for	ADP
bracis-19043	359	78	this	this	DET
bracis-19043	359	79	article	article	NOUN
bracis-19043	359	80	.	.	PUNCT
bracis-19043	360	1	copy	copy	VERB
bracis-19043	360	2	shareable	shareable	ADJ
bracis-19043	360	3	link	link	NOUN
bracis-19043	360	4	to	to	PART
bracis-19043	360	5	clipboard	clipboard	NOUN
bracis-19043	360	6	provided	provide	VERB
bracis-19043	360	7	by	by	ADP
bracis-19043	360	8	the	the	DET
bracis-19043	360	9	springer	springer	NOUN
bracis-19043	360	10	nature	nature	PROPN
bracis-19043	360	11	sharedit	sharedit	PROPN
bracis-19043	360	12	content	content	NOUN
bracis-19043	360	13	-	-	PUNCT
bracis-19043	360	14	sharing	share	VERB
bracis-19043	360	15	initiative	initiative	NOUN
bracis-19043	360	16	keywords	keyword	NOUN
bracis-19043	360	17	co	co	ADJ
bracis-19043	360	18	-	-	ADJ
bracis-19043	360	19	clustering	clustering	ADJ
bracis-19043	360	20	overlapped	overlapped	ADJ
bracis-19043	360	21	co	co	NOUN
bracis-19043	360	22	-	-	ADJ
bracis-19043	360	23	clusters	clusters	ADJ
bracis-19043	360	24	binary	binary	ADJ
bracis-19043	360	25	data	datum	NOUN
bracis-19043	360	26	publish	publish	VERB
bracis-19043	360	27	with	with	ADP
bracis-19043	360	28	us	us	PROPN
bracis-19043	360	29	policies	policy	NOUN
bracis-19043	360	30	and	and	CCONJ
bracis-19043	360	31	ethics	ethic	NOUN
bracis-19043	360	32	profiles	profile	NOUN
bracis-19043	360	33	yuri	yuri	PROPN
bracis-19043	360	34	santa	santa	PROPN
bracis-19043	360	35	rosa	rosa	PROPN
bracis-19043	360	36	nassar	nassar	PROPN
bracis-19043	360	37	dos	dos	PROPN
bracis-19043	360	38	santos	santos	PROPN
bracis-19043	360	39	view	view	PROPN
bracis-19043	360	40	author	author	NOUN
bracis-19043	360	41	profile	profile	PROPN
bracis-19043	360	42	chiara	chiara	PROPN
bracis-19043	360	43	renso	renso	PROPN
bracis-19043	360	44	view	view	PROPN
bracis-19043	360	45	author	author	NOUN
bracis-19043	360	46	profile	profile	NOUN
bracis-19043	360	47	search	search	NOUN
bracis-19043	360	48	search	search	NOUN
bracis-19043	360	49	by	by	ADP
bracis-19043	360	50	keyword	keyword	NOUN
bracis-19043	360	51	or	or	CCONJ
bracis-19043	360	52	author	author	NOUN
bracis-19043	360	53	search	search	NOUN
bracis-19043	360	54	navigation	navigation	NOUN
bracis-19043	360	55	find	find	VERB
bracis-19043	360	56	a	a	DET
bracis-19043	360	57	journal	journal	NOUN
bracis-19043	360	58	publish	publish	VERB
bracis-19043	360	59	with	with	ADP
bracis-19043	360	60	us	we	PRON
bracis-19043	360	61	track	track	VERB
bracis-19043	360	62	your	your	PRON
bracis-19043	360	63	research	research	NOUN
bracis-19043	360	64	discover	discover	VERB
bracis-19043	360	65	content	content	NOUN
bracis-19043	360	66	journals	journal	NOUN
bracis-19043	360	67	a	a	DET
bracis-19043	360	68	-	-	PUNCT
bracis-19043	360	69	z	z	NOUN
bracis-19043	360	70	books	book	NOUN
bracis-19043	360	71	a	a	DET
bracis-19043	360	72	-	-	PUNCT
bracis-19043	360	73	z	z	NOUN
bracis-19043	360	74	publish	publish	NOUN
bracis-19043	360	75	with	with	ADP
bracis-19043	360	76	us	us	PROPN
bracis-19043	360	77	journal	journal	PROPN
bracis-19043	360	78	finder	finder	PROPN
bracis-19043	360	79	publish	publish	VERB
bracis-19043	360	80	your	your	PRON
bracis-19043	360	81	research	research	NOUN
bracis-19043	360	82	language	language	NOUN
bracis-19043	360	83	editing	edit	VERB
bracis-19043	360	84	open	open	ADJ
bracis-19043	360	85	access	access	NOUN
bracis-19043	360	86	publishing	publishing	NOUN
bracis-19043	360	87	products	product	NOUN
bracis-19043	360	88	and	and	CCONJ
bracis-19043	360	89	services	service	NOUN
bracis-19043	360	90	our	our	PRON
bracis-19043	360	91	products	product	NOUN
bracis-19043	360	92	librarians	librarian	VERB
bracis-19043	360	93	societies	society	NOUN
bracis-19043	360	94	partners	partner	NOUN
bracis-19043	360	95	and	and	CCONJ
bracis-19043	360	96	advertisers	advertiser	NOUN
bracis-19043	360	97	our	our	PRON
bracis-19043	360	98	brands	brand	NOUN
bracis-19043	360	99	springer	springer	NOUN
bracis-19043	360	100	nature	nature	PROPN
bracis-19043	360	101	portfolio	portfolio	PROPN
bracis-19043	360	102	bmc	bmc	PROPN
bracis-19043	360	103	palgrave	palgrave	PROPN
bracis-19043	360	104	macmillan	macmillan	PROPN
bracis-19043	360	105	apress	apress	PROPN
bracis-19043	360	106	discover	discover	VERB
bracis-19043	360	107	your	your	PRON
bracis-19043	360	108	privacy	privacy	NOUN
bracis-19043	360	109	choices	choice	NOUN
bracis-19043	360	110	/	/	SYM
bracis-19043	360	111	manage	manage	NOUN
bracis-19043	360	112	cookies	cookie	NOUN
bracis-19043	360	113	your	your	PRON
bracis-19043	360	114	us	us	PROPN
bracis-19043	361	1	state	state	NOUN
bracis-19043	361	2	privacy	privacy	NOUN
bracis-19043	361	3	rights	right	NOUN
bracis-19043	361	4	accessibility	accessibility	NOUN
bracis-19043	361	5	statement	statement	NOUN
bracis-19043	361	6	terms	term	NOUN
bracis-19043	361	7	and	and	CCONJ
bracis-19043	361	8	conditions	condition	NOUN
bracis-19043	361	9	privacy	privacy	NOUN
bracis-19043	361	10	policy	policy	NOUN
bracis-19043	361	11	help	help	NOUN
bracis-19043	361	12	and	and	CCONJ
bracis-19043	361	13	support	support	VERB
bracis-19043	361	14	legal	legal	ADJ
bracis-19043	361	15	notice	notice	NOUN
bracis-19043	361	16	cancel	cancel	VERB
bracis-19043	361	17	contracts	contract	NOUN
bracis-19043	361	18	here	here	ADV
bracis-19043	361	19	129.74.145.123	129.74.145.123	NUM
bracis-19043	361	20	hesburgh	hesburgh	PROPN
bracis-19043	361	21	library	library	PROPN
bracis-19043	361	22	er	er	INTJ
bracis-19043	361	23	unit	unit	NOUN
bracis-19043	361	24	(	(	PUNCT
bracis-19043	361	25	3005732405	3005732405	NUM
bracis-19043	361	26	)	)	PUNCT
bracis-19043	361	27	northeast	northeast	ADJ
bracis-19043	361	28	research	research	NOUN
bracis-19043	361	29	libraries	library	NOUN
bracis-19043	361	30	(	(	PUNCT
bracis-19043	361	31	nerl	nerl	PROPN
bracis-19043	361	32	)	)	PUNCT
bracis-19043	361	33	(	(	PUNCT
bracis-19043	361	34	8200828607	8200828607	NUM
bracis-19043	361	35	)	)	PUNCT
bracis-19043	361	36	nerl	nerl	VERB
bracis-19043	361	37	ta	ta	X
bracis-19043	361	38	account	account	NOUN
bracis-19043	361	39	(	(	PUNCT
bracis-19043	361	40	3006206169	3006206169	NUM
bracis-19043	361	41	)	)	PUNCT
bracis-19043	361	42	university	university	NOUN
bracis-19043	361	43	of	of	ADP
bracis-19043	361	44	notre	notre	PROPN
bracis-19043	361	45	dame	dame	PROPN
bracis-19043	361	46	hesburgh	hesburgh	PROPN
bracis-19043	361	47	library	library	NOUN
bracis-19043	361	48	(	(	PUNCT
bracis-19043	361	49	3000184373	3000184373	NUM
bracis-19043	361	50	)	)	PUNCT
bracis-19043	362	1	©	©	ADP
bracis-19043	362	2	2025	2025	NUM
bracis-19043	362	3	springer	springer	NOUN
bracis-19043	362	4	nature	nature	NOUN