id	sid	tid	token	lemma	pos
cana-1245	1	1	communications	communication	NOUN
cana-1245	1	2	on	on	ADP
cana-1245	1	3	applied	apply	VERB
cana-1245	1	4	nonlinear	nonlinear	ADJ
cana-1245	1	5	analysis	analysis	NOUN
cana-1245	1	6	issn	issn	NOUN
cana-1245	1	7	:	:	PUNCT
cana-1245	1	8	1074	1074	NUM
cana-1245	1	9	-	-	PUNCT
cana-1245	1	10	133x	133x	NUM
cana-1245	1	11	vol	vol	NOUN
cana-1245	1	12	31	31	NUM
cana-1245	1	13	no	no	NOUN
cana-1245	1	14	.	.	PUNCT
cana-1245	2	1	6s	6s	NUM
cana-1245	2	2	(	(	PUNCT
cana-1245	2	3	2024	2024	NUM
cana-1245	2	4	)	)	PUNCT
cana-1245	2	5	582	582	NUM
cana-1245	2	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1245	2	7	revolutionary	revolutionary	ADJ
cana-1245	2	8	data	datum	NOUN
cana-1245	2	9	deduplication	deduplication	NOUN
cana-1245	2	10	with	with	ADP
cana-1245	2	11	fuzzy	fuzzy	ADJ
cana-1245	2	12	c	c	NOUN
cana-1245	2	13	-	-	PUNCT
cana-1245	2	14	means	mean	NOUN
cana-1245	2	15	:	:	PUNCT
cana-1245	2	16	advancing	advance	VERB
cana-1245	2	17	data	data	NOUN
cana-1245	2	18	quality	quality	NOUN
cana-1245	2	19	management	management	NOUN
cana-1245	3	1	1	1	NUM
cana-1245	3	2	*	*	SYM
cana-1245	3	3	dr	dr	PROPN
cana-1245	3	4	.	.	PROPN
cana-1245	3	5	p.	p.	PROPN
cana-1245	3	6	selvi	selvi	PROPN
cana-1245	4	1	1	1	NUM
cana-1245	4	2	*	*	PROPN
cana-1245	4	3	assistant	assistant	NOUN
cana-1245	4	4	professor	professor	NOUN
cana-1245	4	5	,	,	PUNCT
cana-1245	4	6	department	department	NOUN
cana-1245	4	7	of	of	ADP
cana-1245	4	8	computer	computer	NOUN
cana-1245	4	9	science	science	NOUN
cana-1245	4	10	,	,	PUNCT
cana-1245	4	11	kg	kg	PROPN
cana-1245	4	12	college	college	PROPN
cana-1245	4	13	of	of	ADP
cana-1245	4	14	arts	art	NOUN
cana-1245	4	15	and	and	CCONJ
cana-1245	4	16	science	science	PROPN
cana-1245	4	17	coimbatore	coimbatore	PROPN
cana-1245	4	18	,	,	PUNCT
cana-1245	4	19	india	india	PROPN
cana-1245	4	20	coimbatore-641	coimbatore-641	PROPN
cana-1245	4	21	105	105	NUM
cana-1245	4	22	.	.	PUNCT
cana-1245	5	1	1*corresponding	1*corresponde	VERB
cana-1245	5	2	author	author	NOUN
cana-1245	5	3	email	email	NOUN
cana-1245	5	4	i	i	PROPN
cana-1245	5	5	d	d	PROPN
cana-1245	5	6	:	:	PUNCT
cana-1245	5	7	selviragu19@gmail.com	selviragu19@gmail.com	X
cana-1245	5	8	article	article	NOUN
cana-1245	5	9	history	history	NOUN
cana-1245	5	10	:	:	PUNCT
cana-1245	5	11	received	receive	VERB
cana-1245	5	12	:	:	PUNCT
cana-1245	5	13	15	15	NUM
cana-1245	5	14	-	-	SYM
cana-1245	5	15	06	06	NUM
cana-1245	5	16	-	-	PUNCT
cana-1245	5	17	2024	2024	NUM
cana-1245	5	18	revised	revise	VERB
cana-1245	5	19	:	:	PUNCT
cana-1245	5	20	26	26	NUM
cana-1245	5	21	-	-	SYM
cana-1245	5	22	07	07	NUM
cana-1245	5	23	-	-	PUNCT
cana-1245	5	24	2024	2024	NUM
cana-1245	5	25	accepted	accept	VERB
cana-1245	5	26	:	:	PUNCT
cana-1245	5	27	06	06	NUM
cana-1245	5	28	-	-	SYM
cana-1245	5	29	08	08	NUM
cana-1245	5	30	-	-	PUNCT
cana-1245	5	31	2024	2024	NUM
cana-1245	5	32	abstract	abstract	NOUN
cana-1245	5	33	:	:	PUNCT
cana-1245	5	34	maintaining	maintain	VERB
cana-1245	5	35	the	the	DET
cana-1245	5	36	integrity	integrity	NOUN
cana-1245	5	37	and	and	CCONJ
cana-1245	5	38	precision	precision	NOUN
cana-1245	5	39	of	of	ADP
cana-1245	5	40	data	datum	NOUN
cana-1245	5	41	depends	depend	VERB
cana-1245	5	42	on	on	ADP
cana-1245	5	43	the	the	DET
cana-1245	5	44	crucial	crucial	ADJ
cana-1245	5	45	process	process	NOUN
cana-1245	5	46	of	of	ADP
cana-1245	5	47	data	datum	NOUN
cana-1245	5	48	deduplication	deduplication	NOUN
cana-1245	5	49	,	,	PUNCT
cana-1245	5	50	the	the	DET
cana-1245	5	51	search	search	NOUN
cana-1245	5	52	and	and	CCONJ
cana-1245	5	53	elimination	elimination	NOUN
cana-1245	5	54	of	of	ADP
cana-1245	5	55	duplicate	duplicate	ADJ
cana-1245	5	56	data	datum	NOUN
cana-1245	5	57	from	from	ADP
cana-1245	5	58	a	a	DET
cana-1245	5	59	database	database	NOUN
cana-1245	5	60	.	.	PUNCT
cana-1245	6	1	conventional	conventional	ADJ
cana-1245	6	2	deduplication	deduplication	NOUN
cana-1245	6	3	methods	method	NOUN
cana-1245	6	4	may	may	AUX
cana-1245	6	5	not	not	PART
cana-1245	6	6	be	be	AUX
cana-1245	6	7	useful	useful	ADJ
cana-1245	6	8	when	when	SCONJ
cana-1245	6	9	dealing	deal	VERB
cana-1245	6	10	with	with	ADP
cana-1245	6	11	data	datum	NOUN
cana-1245	6	12	with	with	ADP
cana-1245	6	13	variances	variance	NOUN
cana-1245	6	14	and	and	CCONJ
cana-1245	6	15	uncertainty	uncertainty	NOUN
cana-1245	6	16	as	as	ADP
cana-1245	6	17	from	from	ADP
cana-1245	6	18	time	time	NOUN
cana-1245	6	19	to	to	ADP
cana-1245	6	20	time	time	NOUN
cana-1245	6	21	depend	depend	VERB
cana-1245	6	22	on	on	ADP
cana-1245	6	23	spotting	spot	VERB
cana-1245	6	24	the	the	DET
cana-1245	6	25	closest	close	ADJ
cana-1245	6	26	matches	match	NOUN
cana-1245	6	27	.	.	PUNCT
cana-1245	7	1	in	in	ADP
cana-1245	7	2	this	this	DET
cana-1245	7	3	point	point	NOUN
cana-1245	7	4	,	,	PUNCT
cana-1245	7	5	another	another	DET
cana-1245	7	6	procedure	procedure	NOUN
cana-1245	7	7	frequently	frequently	ADV
cana-1245	7	8	applied	apply	VERB
cana-1245	7	9	in	in	ADP
cana-1245	7	10	data	datum	NOUN
cana-1245	7	11	clustering	cluster	VERB
cana-1245	7	12	but	but	CCONJ
cana-1245	7	13	especially	especially	ADV
cana-1245	7	14	for	for	ADP
cana-1245	7	15	data	datum	NOUN
cana-1245	7	16	deduplication	deduplication	NOUN
cana-1245	7	17	is	be	AUX
cana-1245	7	18	employed	employ	VERB
cana-1245	7	19	in	in	ADP
cana-1245	7	20	this	this	DET
cana-1245	7	21	work	work	NOUN
cana-1245	7	22	to	to	PART
cana-1245	7	23	propose	propose	VERB
cana-1245	7	24	a	a	DET
cana-1245	7	25	new	new	ADJ
cana-1245	7	26	approach	approach	NOUN
cana-1245	7	27	to	to	ADP
cana-1245	7	28	data	data	NOUN
cana-1245	7	29	deduplication	deduplication	NOUN
cana-1245	7	30	involving	involve	VERB
cana-1245	7	31	fuzzy	fuzzy	ADJ
cana-1245	7	32	c	c	NOUN
cana-1245	7	33	-	-	PUNCT
cana-1245	7	34	use	use	NOUN
cana-1245	7	35	(	(	PUNCT
cana-1245	7	36	fcm	fcm	NOUN
cana-1245	7	37	)	)	PUNCT
cana-1245	7	38	clustering	clustering	NOUN
cana-1245	7	39	.	.	PUNCT
cana-1245	8	1	fcm	fcm	PROPN
cana-1245	8	2	allows	allow	VERB
cana-1245	8	3	to	to	PART
cana-1245	8	4	set	set	VERB
cana-1245	8	5	as	as	ADP
cana-1245	8	6	many	many	ADJ
cana-1245	8	7	data	datum	NOUN
cana-1245	8	8	points	point	NOUN
cana-1245	8	9	as	as	SCONJ
cana-1245	8	10	desired	desire	VERB
cana-1245	8	11	to	to	PART
cana-1245	8	12	peculiar	peculiar	ADJ
cana-1245	8	13	clusters	cluster	NOUN
cana-1245	8	14	in	in	ADP
cana-1245	8	15	components	component	NOUN
cana-1245	8	16	,	,	PUNCT
cana-1245	8	17	in	in	ADP
cana-1245	8	18	addition	addition	NOUN
cana-1245	8	19	to	to	ADP
cana-1245	8	20	the	the	DET
cana-1245	8	21	account	account	NOUN
cana-1245	8	22	for	for	ADP
cana-1245	8	23	variation	variation	NOUN
cana-1245	8	24	and	and	CCONJ
cana-1245	8	25	error	error	NOUN
cana-1245	8	26	.	.	PUNCT
cana-1245	9	1	therefore	therefore	ADV
cana-1245	9	2	,	,	PUNCT
cana-1245	9	3	it	it	PRON
cana-1245	9	4	is	be	AUX
cana-1245	9	5	possible	possible	ADJ
cana-1245	9	6	to	to	PART
cana-1245	9	7	improve	improve	VERB
cana-1245	9	8	the	the	DET
cana-1245	9	9	further	further	ADJ
cana-1245	9	10	usage	usage	NOUN
cana-1245	9	11	of	of	ADP
cana-1245	9	12	fuzzy	fuzzy	ADJ
cana-1245	9	13	c	c	NOUN
cana-1245	9	14	-	-	PUNCT
cana-1245	9	15	means	means	NOUN
cana-1245	9	16	clustering	clustering	NOUN
cana-1245	9	17	in	in	ADP
cana-1245	9	18	the	the	DET
cana-1245	9	19	data	data	NOUN
cana-1245	9	20	deduplication	deduplication	NOUN
cana-1245	9	21	field	field	NOUN
cana-1245	9	22	.	.	PUNCT
cana-1245	10	1	it	it	PRON
cana-1245	10	2	provides	provide	VERB
cana-1245	10	3	significant	significant	ADJ
cana-1245	10	4	practical	practical	ADJ
cana-1245	10	5	support	support	NOUN
cana-1245	10	6	in	in	ADP
cana-1245	10	7	the	the	DET
cana-1245	10	8	areas	area	NOUN
cana-1245	10	9	of	of	ADP
cana-1245	10	10	statistical	statistical	ADJ
cana-1245	10	11	preprocessing	preprocessing	NOUN
cana-1245	10	12	and	and	CCONJ
cana-1245	10	13	information	information	NOUN
cana-1245	10	14	quality	quality	NOUN
cana-1245	10	15	management	management	NOUN
cana-1245	10	16	among	among	ADP
cana-1245	10	17	the	the	DET
cana-1245	10	18	disciplines	discipline	NOUN
cana-1245	10	19	.	.	PUNCT
cana-1245	11	1	it	it	PRON
cana-1245	11	2	is	be	AUX
cana-1245	11	3	now	now	ADV
cana-1245	11	4	possible	possible	ADJ
cana-1245	11	5	to	to	PART
cana-1245	11	6	assert	assert	VERB
cana-1245	11	7	that	that	SCONJ
cana-1245	11	8	in	in	ADP
cana-1245	11	9	the	the	DET
cana-1245	11	10	context	context	NOUN
cana-1245	11	11	of	of	ADP
cana-1245	11	12	global	global	ADJ
cana-1245	11	13	development	development	NOUN
cana-1245	11	14	and	and	CCONJ
cana-1245	11	15	growing	grow	VERB
cana-1245	11	16	importance	importance	NOUN
cana-1245	11	17	of	of	ADP
cana-1245	11	18	big	big	ADJ
cana-1245	11	19	data	datum	NOUN
cana-1245	11	20	,	,	PUNCT
cana-1245	11	21	the	the	DET
cana-1245	11	22	improvements	improvement	NOUN
cana-1245	11	23	in	in	ADP
cana-1245	11	24	this	this	DET
cana-1245	11	25	sphere	sphere	NOUN
cana-1245	11	26	are	be	AUX
cana-1245	11	27	expanding	expand	VERB
cana-1245	11	28	the	the	DET
cana-1245	11	29	potential	potential	NOUN
cana-1245	11	30	for	for	ADP
cana-1245	11	31	creating	create	VERB
cana-1245	11	32	more	more	ADV
cana-1245	11	33	efficient	efficient	ADJ
cana-1245	11	34	and	and	CCONJ
cana-1245	11	35	powerful	powerful	ADJ
cana-1245	11	36	analytic	analytic	ADJ
cana-1245	11	37	tools	tool	NOUN
cana-1245	11	38	.	.	PUNCT
cana-1245	12	1	the	the	DET
cana-1245	12	2	proposed	propose	VERB
cana-1245	12	3	research	research	NOUN
cana-1245	12	4	focuses	focus	VERB
cana-1245	12	5	on	on	ADP
cana-1245	12	6	establishing	establish	VERB
cana-1245	12	7	whether	whether	SCONJ
cana-1245	12	8	the	the	DET
cana-1245	12	9	fcm	fcm	PROPN
cana-1245	12	10	-	-	PUNCT
cana-1245	12	11	based	base	VERB
cana-1245	12	12	deduplication	deduplication	NOUN
cana-1245	12	13	strategy	strategy	NOUN
cana-1245	12	14	will	will	AUX
cana-1245	12	15	enhance	enhance	VERB
cana-1245	12	16	the	the	DET
cana-1245	12	17	false	false	ADJ
cana-1245	12	18	positive	positive	ADJ
cana-1245	12	19	and	and	CCONJ
cana-1245	12	20	false	false	ADJ
cana-1245	12	21	negative	negative	ADJ
cana-1245	12	22	ratios	ratio	NOUN
cana-1245	12	23	.	.	PUNCT
cana-1245	13	1	due	due	ADP
cana-1245	13	2	to	to	ADP
cana-1245	13	3	this	this	PRON
cana-1245	13	4	,	,	PUNCT
cana-1245	13	5	it	it	PRON
cana-1245	13	6	is	be	AUX
cana-1245	13	7	a	a	DET
cana-1245	13	8	reliable	reliable	ADJ
cana-1245	13	9	solution	solution	NOUN
cana-1245	13	10	in	in	ADP
cana-1245	13	11	cases	case	NOUN
cana-1245	13	12	where	where	SCONJ
cana-1245	13	13	data	datum	NOUN
cana-1245	13	14	duplication	duplication	NOUN
cana-1245	13	15	can	can	AUX
cana-1245	13	16	be	be	AUX
cana-1245	13	17	expected	expect	VERB
cana-1245	13	18	to	to	PART
cana-1245	13	19	occur	occur	VERB
cana-1245	13	20	.	.	PUNCT
cana-1245	14	1	keywords	keyword	NOUN
cana-1245	14	2	:	:	PUNCT
cana-1245	14	3	fuzzy	fuzzy	ADJ
cana-1245	14	4	c	c	NOUN
cana-1245	14	5	-	-	PUNCT
cana-1245	14	6	means	mean	NOUN
cana-1245	14	7	,	,	PUNCT
cana-1245	14	8	deduplication	deduplication	NOUN
cana-1245	14	9	,	,	PUNCT
cana-1245	14	10	decision	decision	NOUN
cana-1245	14	11	making	making	NOUN
cana-1245	14	12	,	,	PUNCT
cana-1245	14	13	accuracy	accuracy	NOUN
cana-1245	14	14	,	,	PUNCT
cana-1245	14	15	integrity	integrity	NOUN
cana-1245	14	16	,	,	PUNCT
cana-1245	14	17	1	1	NUM
cana-1245	14	18	.	.	PUNCT
cana-1245	14	19	introduction	introduction	NOUN
cana-1245	14	20	data	datum	NOUN
cana-1245	14	21	deduplication	deduplication	NOUN
cana-1245	14	22	is	be	AUX
cana-1245	14	23	one	one	NUM
cana-1245	14	24	of	of	ADP
cana-1245	14	25	the	the	DET
cana-1245	14	26	processes	process	NOUN
cana-1245	14	27	which	which	PRON
cana-1245	14	28	can	can	AUX
cana-1245	14	29	assist	assist	VERB
cana-1245	14	30	in	in	ADP
cana-1245	14	31	making	make	VERB
cana-1245	14	32	selections	selection	NOUN
cana-1245	14	33	,	,	PUNCT
cana-1245	14	34	predictions	prediction	NOUN
cana-1245	14	35	and	and	CCONJ
cana-1245	14	36	obtaining	obtain	VERB
cana-1245	14	37	improved	improved	ADJ
cana-1245	14	38	decision	decision	NOUN
cana-1245	14	39	via	via	ADP
cana-1245	14	40	means	mean	NOUN
cana-1245	14	41	of	of	ADP
cana-1245	14	42	data	datum	NOUN
cana-1245	14	43	deduplication	deduplication	NOUN
cana-1245	14	44	is	be	AUX
cana-1245	14	45	the	the	DET
cana-1245	14	46	identification	identification	NOUN
cana-1245	14	47	and	and	CCONJ
cana-1245	14	48	organization	organization	NOUN
cana-1245	14	49	of	of	ADP
cana-1245	14	50	redundant	redundant	ADJ
cana-1245	14	51	data	datum	NOUN
cana-1245	14	52	in	in	ADP
cana-1245	14	53	a	a	DET
cana-1245	14	54	dataset	dataset	NOUN
cana-1245	14	55	.	.	PUNCT
cana-1245	15	1	the	the	DET
cana-1245	15	2	elaborate	elaborate	ADJ
cana-1245	15	3	strategy	strategy	NOUN
cana-1245	15	4	called	call	VERB
cana-1245	15	5	data	data	NOUN
cana-1245	15	6	-	-	PUNCT
cana-1245	15	7	driven	drive	VERB
cana-1245	15	8	decision	decision	NOUN
cana-1245	15	9	-	-	PUNCT
cana-1245	15	10	making	making	NOUN
cana-1245	15	11	or	or	CCONJ
cana-1245	15	12	dd	dd	NOUN
cana-1245	15	13	-	-	PUNCT
cana-1245	15	14	dm	dm	NOUN
cana-1245	15	15	,	,	PUNCT
cana-1245	15	16	is	be	AUX
cana-1245	15	17	based	base	VERB
cana-1245	15	18	on	on	ADP
cana-1245	15	19	the	the	DET
cana-1245	15	20	systematic	systematic	ADJ
cana-1245	15	21	analysis	analysis	NOUN
cana-1245	15	22	of	of	ADP
cana-1245	15	23	integrated	integrate	VERB
cana-1245	15	24	data	datum	NOUN
cana-1245	15	25	to	to	PART
cana-1245	15	26	support	support	VERB
cana-1245	15	27	and	and	CCONJ
cana-1245	15	28	guide	guide	VERB
cana-1245	15	29	the	the	DET
cana-1245	15	30	business	business	NOUN
cana-1245	15	31	decisions	decision	NOUN
cana-1245	15	32	.	.	PUNCT
cana-1245	16	1	this	this	DET
cana-1245	16	2	process	process	NOUN
cana-1245	16	3	ensures	ensure	VERB
cana-1245	16	4	that	that	SCONJ
cana-1245	16	5	decisions	decision	NOUN
cana-1245	16	6	made	make	VERB
cana-1245	16	7	are	be	AUX
cana-1245	16	8	in	in	ADP
cana-1245	16	9	alignment	alignment	NOUN
cana-1245	16	10	with	with	ADP
cana-1245	16	11	the	the	DET
cana-1245	16	12	organizational	organizational	ADJ
cana-1245	16	13	values	value	NOUN
cana-1245	16	14	,	,	PUNCT
cana-1245	16	15	strategies	strategy	NOUN
cana-1245	16	16	as	as	ADV
cana-1245	16	17	well	well	ADV
cana-1245	16	18	as	as	ADP
cana-1245	16	19	meeting	meet	VERB
cana-1245	16	20	organizational	organizational	ADJ
cana-1245	16	21	commitment	commitment	NOUN
cana-1245	16	22	with	with	ADP
cana-1245	16	23	data	datum	NOUN
cana-1245	16	24	supported	support	VERB
cana-1245	16	25	by	by	ADP
cana-1245	16	26	the	the	DET
cana-1245	16	27	help	help	NOUN
cana-1245	16	28	of	of	ADP
cana-1245	16	29	market	market	NOUN
cana-1245	16	30	research	research	NOUN
cana-1245	16	31	.	.	PUNCT
cana-1245	17	1	the	the	DET
cana-1245	17	2	used	use	VERB
cana-1245	17	3	data	data	NOUN
cana-1245	17	4	has	have	VERB
cana-1245	17	5	to	to	PART
cana-1245	17	6	be	be	AUX
cana-1245	17	7	accurate	accurate	ADJ
cana-1245	17	8	and	and	CCONJ
cana-1245	17	9	as	as	ADV
cana-1245	17	10	reliable	reliable	ADJ
cana-1245	17	11	as	as	ADP
cana-1245	17	12	possible	possible	ADJ
cana-1245	17	13	,	,	PUNCT
cana-1245	17	14	which	which	PRON
cana-1245	17	15	is	be	AUX
cana-1245	17	16	very	very	ADV
cana-1245	17	17	crucial	crucial	ADJ
cana-1245	17	18	for	for	ADP
cana-1245	17	19	this	this	DET
cana-1245	17	20	tool	tool	NOUN
cana-1245	17	21	.	.	PUNCT
cana-1245	18	1	to	to	PART
cana-1245	18	2	enhance	enhance	VERB
cana-1245	18	3	the	the	DET
cana-1245	18	4	quality	quality	NOUN
cana-1245	18	5	of	of	ADP
cana-1245	18	6	the	the	DET
cana-1245	18	7	datasets	dataset	NOUN
cana-1245	18	8	that	that	PRON
cana-1245	18	9	have	have	AUX
cana-1245	18	10	been	be	AUX
cana-1245	18	11	collected	collect	VERB
cana-1245	18	12	,	,	PUNCT
cana-1245	18	13	business	business	NOUN
cana-1245	18	14	organizations	organization	NOUN
cana-1245	18	15	may	may	AUX
cana-1245	18	16	ensure	ensure	VERB
cana-1245	18	17	the	the	DET
cana-1245	18	18	every	every	DET
cana-1245	18	19	document	document	NOUN
cana-1245	18	20	is	be	AUX
cana-1245	18	21	accurate	accurate	ADJ
cana-1245	18	22	.	.	PUNCT
cana-1245	19	1	lack	lack	NOUN
cana-1245	19	2	of	of	ADP
cana-1245	19	3	reliable	reliable	ADJ
cana-1245	19	4	or	or	CCONJ
cana-1245	19	5	fake	fake	ADJ
cana-1245	19	6	information	information	NOUN
cana-1245	19	7	may	may	AUX
cana-1245	19	8	cause	cause	VERB
cana-1245	19	9	wrong	wrong	ADJ
cana-1245	19	10	opinions	opinion	NOUN
cana-1245	19	11	and	and	CCONJ
cana-1245	19	12	choices	choice	NOUN
cana-1245	19	13	.	.	PUNCT
cana-1245	20	1	duplicates	duplicate	NOUN
cana-1245	20	2	are	be	AUX
cana-1245	20	3	removed	remove	VERB
cana-1245	20	4	by	by	ADP
cana-1245	20	5	statistical	statistical	ADJ
cana-1245	20	6	dedupilation	dedupilation	NOUN
cana-1245	20	7	that	that	PRON
cana-1245	20	8	are	be	AUX
cana-1245	20	9	not	not	PART
cana-1245	20	10	based	base	VERB
cana-1245	20	11	on	on	ADP
cana-1245	20	12	unreliable	unreliable	ADJ
cana-1245	20	13	information	information	NOUN
cana-1245	20	14	.	.	PUNCT
cana-1245	21	1	the	the	DET
cana-1245	21	2	kind	kind	NOUN
cana-1245	21	3	of	of	ADP
cana-1245	21	4	data	datum	NOUN
cana-1245	21	5	contained	contain	VERB
cana-1245	21	6	in	in	ADP
cana-1245	21	7	repeat	repeat	NOUN
cana-1245	21	8	cycles	cycle	NOUN
cana-1245	21	9	can	can	AUX
cana-1245	21	10	alter	alter	VERB
cana-1245	21	11	ways	way	NOUN
cana-1245	21	12	in	in	ADP
cana-1245	21	13	which	which	PRON
cana-1245	21	14	trends	trend	NOUN
cana-1245	21	15	and	and	CCONJ
cana-1245	21	16	patterns	pattern	NOUN
cana-1245	21	17	are	be	AUX
cana-1245	21	18	addressed	address	VERB
cana-1245	21	19	and	and	CCONJ
cana-1245	21	20	the	the	DET
cana-1245	21	21	outcomes	outcome	NOUN
cana-1245	21	22	of	of	ADP
cana-1245	21	23	analysis	analysis	NOUN
cana-1245	21	24	.	.	PUNCT
cana-1245	22	1	dd	dd	VERB
cana-1245	22	2	-	-	PUNCT
cana-1245	22	3	dm	dm	PROPN
cana-1245	22	4	is	be	AUX
cana-1245	22	5	generally	generally	ADV
cana-1245	22	6	an	an	DET
cana-1245	22	7	information	information	NOUN
cana-1245	22	8	extraction	extraction	NOUN
cana-1245	22	9	technique	technique	NOUN
cana-1245	22	10	which	which	PRON
cana-1245	22	11	mostly	mostly	ADV
cana-1245	22	12	relies	rely	VERB
cana-1245	22	13	on	on	ADP
cana-1245	22	14	the	the	DET
cana-1245	22	15	application	application	NOUN
cana-1245	22	16	of	of	ADP
cana-1245	22	17	statistical	statistical	ADJ
cana-1245	22	18	analysis	analysis	NOUN
cana-1245	22	19	techniques	technique	NOUN
cana-1245	22	20	to	to	PART
cana-1245	22	21	arrive	arrive	VERB
cana-1245	22	22	at	at	ADP
cana-1245	22	23	the	the	DET
cana-1245	22	24	most	most	ADV
cana-1245	22	25	appropriate	appropriate	ADJ
cana-1245	22	26	information	information	NOUN
cana-1245	22	27	.	.	PUNCT
cana-1245	23	1	firms	firm	NOUN
cana-1245	23	2	may	may	AUX
cana-1245	23	3	ensure	ensure	VERB
cana-1245	23	4	that	that	SCONJ
cana-1245	23	5	the	the	DET
cana-1245	23	6	data	datum	NOUN
cana-1245	23	7	used	use	VERB
cana-1245	23	8	for	for	ADP
cana-1245	23	9	analysis	analysis	NOUN
cana-1245	23	10	is	be	AUX
cana-1245	23	11	actually	actually	ADV
cana-1245	23	12	refined	refine	VERB
cana-1245	23	13	and	and	CCONJ
cana-1245	23	14	free	free	ADJ
cana-1245	23	15	from	from	ADP
cana-1245	23	16	multiple	multiple	ADJ
cana-1245	23	17	entries	entry	NOUN
cana-1245	23	18	by	by	ADP
cana-1245	23	19	using	use	VERB
cana-1245	23	20	data	datum	NOUN
cana-1245	23	21	communications	communication	NOUN
cana-1245	23	22	on	on	ADP
cana-1245	23	23	applied	apply	VERB
cana-1245	23	24	nonlinear	nonlinear	ADJ
cana-1245	23	25	analysis	analysis	NOUN
cana-1245	23	26	issn	issn	NOUN
cana-1245	23	27	:	:	PUNCT
cana-1245	23	28	1074	1074	NUM
cana-1245	23	29	-	-	PUNCT
cana-1245	23	30	133x	133x	NUM
cana-1245	23	31	vol	vol	NOUN
cana-1245	23	32	31	31	NUM
cana-1245	23	33	no	no	NOUN
cana-1245	23	34	.	.	PUNCT
cana-1245	24	1	6s	6s	NUM
cana-1245	24	2	(	(	PUNCT
cana-1245	24	3	2024	2024	NUM
cana-1245	24	4	)	)	PUNCT
cana-1245	24	5	583	583	NUM
cana-1245	24	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1245	24	7	deduplication	deduplication	NOUN
cana-1245	24	8	,	,	PUNCT
cana-1245	24	9	thus	thus	ADV
cana-1245	24	10	getting	get	VERB
cana-1245	24	11	more	more	ADV
cana-1245	24	12	specific	specific	ADJ
cana-1245	24	13	results	result	NOUN
cana-1245	24	14	.	.	PUNCT
cana-1245	25	1	one	one	NUM
cana-1245	25	2	of	of	ADP
cana-1245	25	3	the	the	DET
cana-1245	25	4	critical	critical	ADJ
cana-1245	25	5	stages	stage	NOUN
cana-1245	25	6	carried	carry	VERB
cana-1245	25	7	out	out	ADP
cana-1245	25	8	in	in	ADP
cana-1245	25	9	the	the	DET
cana-1245	25	10	dd	dd	ADJ
cana-1245	25	11	-	-	PUNCT
cana-1245	25	12	dm	dm	NOUN
cana-1245	25	13	process	process	NOUN
cana-1245	25	14	is	be	AUX
cana-1245	25	15	data	datum	NOUN
cana-1245	25	16	deduplication	deduplication	NOUN
cana-1245	25	17	.	.	PUNCT
cana-1245	26	1	companies	company	NOUN
cana-1245	26	2	can	can	AUX
cana-1245	26	3	rightfully	rightfully	ADV
cana-1245	26	4	assume	assume	VERB
cana-1245	26	5	that	that	SCONJ
cana-1245	26	6	knowledge	knowledge	NOUN
cana-1245	26	7	that	that	SCONJ
cana-1245	26	8	they	they	PRON
cana-1245	26	9	obtain	obtain	VERB
cana-1245	26	10	from	from	ADP
cana-1245	26	11	their	their	PRON
cana-1245	26	12	research	research	NOUN
cana-1245	26	13	will	will	AUX
cana-1245	26	14	remain	remain	VERB
cana-1245	26	15	intact	intact	ADJ
cana-1245	26	16	and	and	CCONJ
cana-1245	26	17	correct	correct	ADJ
cana-1245	26	18	,	,	PUNCT
cana-1245	26	19	which	which	PRON
cana-1245	26	20	will	will	AUX
cana-1245	26	21	enhance	enhance	VERB
cana-1245	26	22	the	the	DET
cana-1245	26	23	efficiency	efficiency	NOUN
cana-1245	26	24	of	of	ADP
cana-1245	26	25	their	their	PRON
cana-1245	26	26	records	record	NOUN
cana-1245	26	27	and	and	CCONJ
cana-1245	26	28	subsequently	subsequently	ADV
cana-1245	26	29	the	the	DET
cana-1245	26	30	effectiveness	effectiveness	NOUN
cana-1245	26	31	of	of	ADP
cana-1245	26	32	their	their	PRON
cana-1245	26	33	strategic	strategic	ADJ
cana-1245	26	34	choices	choice	NOUN
cana-1245	26	35	.	.	PUNCT
cana-1245	27	1	data	datum	NOUN
cana-1245	27	2	deduplication	deduplication	NOUN
cana-1245	27	3	is	be	AUX
cana-1245	27	4	the	the	DET
cana-1245	27	5	process	process	NOUN
cana-1245	27	6	of	of	ADP
cana-1245	27	7	identifying	identifying	NOUN
cana-1245	27	8	and	and	CCONJ
cana-1245	27	9	subsequently	subsequently	ADV
cana-1245	27	10	removing	remove	VERB
cana-1245	27	11	all	all	DET
cana-1245	27	12	the	the	DET
cana-1245	27	13	data	datum	NOUN
cana-1245	27	14	that	that	PRON
cana-1245	27	15	is	be	AUX
cana-1245	27	16	repetitive	repetitive	ADJ
cana-1245	27	17	or	or	CCONJ
cana-1245	27	18	is	be	AUX
cana-1245	27	19	a	a	DET
cana-1245	27	20	duplicate	duplicate	NOUN
cana-1245	27	21	of	of	ADP
cana-1245	27	22	the	the	DET
cana-1245	27	23	others	other	NOUN
cana-1245	27	24	in	in	ADP
cana-1245	27	25	a	a	DET
cana-1245	27	26	given	give	VERB
cana-1245	27	27	dataset	dataset	NOUN
cana-1245	27	28	.	.	PUNCT
cana-1245	28	1	as	as	SCONJ
cana-1245	28	2	it	it	PRON
cana-1245	28	3	will	will	AUX
cana-1245	28	4	be	be	AUX
cana-1245	28	5	shown	show	VERB
cana-1245	28	6	,	,	PUNCT
cana-1245	28	7	there	there	PRON
cana-1245	28	8	are	be	VERB
cana-1245	28	9	pros	pro	NOUN
cana-1245	28	10	in	in	ADP
cana-1245	28	11	deduplication	deduplication	NOUN
cana-1245	28	12	,	,	PUNCT
cana-1245	28	13	while	while	SCONJ
cana-1245	28	14	these	these	PRON
cana-1245	28	15	may	may	AUX
cana-1245	28	16	seem	seem	VERB
cana-1245	28	17	like	like	ADP
cana-1245	28	18	small	small	ADJ
cana-1245	28	19	issues	issue	NOUN
cana-1245	28	20	,	,	PUNCT
cana-1245	28	21	they	they	PRON
cana-1245	28	22	point	point	VERB
cana-1245	28	23	to	to	ADP
cana-1245	28	24	serious	serious	ADJ
cana-1245	28	25	problems	problem	NOUN
cana-1245	28	26	in	in	ADP
cana-1245	28	27	the	the	DET
cana-1245	28	28	integrity	integrity	NOUN
cana-1245	28	29	and	and	CCONJ
cana-1245	28	30	quality	quality	NOUN
cana-1245	28	31	of	of	ADP
cana-1245	28	32	the	the	DET
cana-1245	28	33	data	datum	NOUN
cana-1245	28	34	.	.	PUNCT
cana-1245	29	1	in	in	ADP
cana-1245	29	2	other	other	ADJ
cana-1245	29	3	words	word	NOUN
cana-1245	29	4	,	,	PUNCT
cana-1245	29	5	when	when	SCONJ
cana-1245	29	6	addressing	address	VERB
cana-1245	29	7	this	this	DET
cana-1245	29	8	sophisticated	sophisticated	ADJ
cana-1245	29	9	problem	problem	NOUN
cana-1245	29	10	,	,	PUNCT
cana-1245	29	11	as	as	SCONJ
cana-1245	29	12	data	data	NOUN
cana-1245	29	13	deduplication	deduplication	NOUN
cana-1245	29	14	is	be	AUX
cana-1245	29	15	,	,	PUNCT
cana-1245	29	16	data	data	NOUN
cana-1245	29	17	reliability	reliability	NOUN
cana-1245	29	18	is	be	AUX
cana-1245	29	19	of	of	ADP
cana-1245	29	20	paramount	paramount	ADJ
cana-1245	29	21	importance	importance	NOUN
cana-1245	29	22	.	.	PUNCT
cana-1245	30	1	accordingly	accordingly	ADV
cana-1245	30	2	,	,	PUNCT
cana-1245	30	3	in	in	ADP
cana-1245	30	4	order	order	NOUN
cana-1245	30	5	to	to	PART
cana-1245	30	6	accomplish	accomplish	VERB
cana-1245	30	7	the	the	DET
cana-1245	30	8	advantages	advantage	NOUN
cana-1245	30	9	of	of	ADP
cana-1245	30	10	deduplication	deduplication	NOUN
cana-1245	30	11	but	but	CCONJ
cana-1245	30	12	to	to	PART
cana-1245	30	13	limit	limit	VERB
cana-1245	30	14	data	datum	NOUN
cana-1245	30	15	loss	loss	NOUN
cana-1245	30	16	or	or	CCONJ
cana-1245	30	17	mistakes	mistake	NOUN
cana-1245	30	18	in	in	ADP
cana-1245	30	19	their	their	PRON
cana-1245	30	20	organization	organization	NOUN
cana-1245	30	21	,	,	PUNCT
cana-1245	30	22	companies	company	NOUN
cana-1245	30	23	have	have	VERB
cana-1245	30	24	to	to	PART
cana-1245	30	25	scrupulously	scrupulously	ADV
cana-1245	30	26	design	design	VERB
cana-1245	30	27	and	and	CCONJ
cana-1245	30	28	devise	devise	VERB
cana-1245	30	29	their	their	PRON
cana-1245	30	30	deduplication	deduplication	NOUN
cana-1245	30	31	procedures	procedure	NOUN
cana-1245	30	32	[	[	X
cana-1245	30	33	15	15	NUM
cana-1245	30	34	]	]	SYM
cana-1245	30	35	.	.	PUNCT
cana-1245	31	1	2	2	X
cana-1245	31	2	.	.	X
cana-1245	31	3	literature	literature	PROPN
cana-1245	31	4	review	review	PROPN
cana-1245	31	5	:	:	PUNCT
cana-1245	31	6	a	a	DET
cana-1245	31	7	method	method	NOUN
cana-1245	31	8	for	for	ADP
cana-1245	31	9	cloud	cloud	NOUN
cana-1245	31	10	storage	storage	NOUN
cana-1245	31	11	deduplication	deduplication	NOUN
cana-1245	31	12	is	be	AUX
cana-1245	31	13	described	describe	VERB
cana-1245	31	14	in	in	ADP
cana-1245	31	15	reference	reference	NOUN
cana-1245	31	16	[	[	X
cana-1245	31	17	8	8	NUM
cana-1245	31	18	]	]	PUNCT
cana-1245	31	19	to	to	PART
cana-1245	31	20	help	help	VERB
cana-1245	31	21	execute	execute	VERB
cana-1245	31	22	duplicate	duplicate	ADJ
cana-1245	31	23	checks	check	NOUN
cana-1245	31	24	on	on	ADP
cana-1245	31	25	critical	critical	ADJ
cana-1245	31	26	servers	server	NOUN
cana-1245	31	27	.	.	PUNCT
cana-1245	32	1	generating	generate	VERB
cana-1245	32	2	a	a	DET
cana-1245	32	3	fixed	fix	VERB
cana-1245	32	4	size	size	NOUN
cana-1245	32	5	ciphertext	ciphertext	NOUN
cana-1245	32	6	that	that	PRON
cana-1245	32	7	is	be	AUX
cana-1245	32	8	independent	independent	ADJ
cana-1245	32	9	of	of	ADP
cana-1245	32	10	the	the	DET
cana-1245	32	11	number	number	NOUN
cana-1245	32	12	of	of	ADP
cana-1245	32	13	key	key	ADJ
cana-1245	32	14	servers	server	NOUN
cana-1245	32	15	,	,	PUNCT
cana-1245	32	16	the	the	DET
cana-1245	32	17	work	work	NOUN
cana-1245	32	18	establishes	establish	VERB
cana-1245	32	19	better	well	ADJ
cana-1245	32	20	performance	performance	NOUN
cana-1245	32	21	in	in	ADP
cana-1245	32	22	plain	plain	ADJ
cana-1245	32	23	theory	theory	NOUN
cana-1245	32	24	and	and	CCONJ
cana-1245	32	25	testing	testing	NOUN
cana-1245	32	26	.	.	PUNCT
cana-1245	33	1	furthermore	furthermore	ADV
cana-1245	33	2	,	,	PUNCT
cana-1245	33	3	the	the	DET
cana-1245	33	4	study	study	NOUN
cana-1245	33	5	shows	show	VERB
cana-1245	33	6	an	an	DET
cana-1245	33	7	increased	increased	ADJ
cana-1245	33	8	prevalence	prevalence	NOUN
cana-1245	33	9	of	of	ADP
cana-1245	33	10	the	the	DET
cana-1245	33	11	proposed	propose	VERB
cana-1245	33	12	technique	technique	NOUN
cana-1245	33	13	and	and	CCONJ
cana-1245	33	14	disputes	dispute	VERB
cana-1245	33	15	some	some	DET
cana-1245	33	16	issues	issue	NOUN
cana-1245	33	17	concerning	concern	VERB
cana-1245	33	18	document	document	NOUN
cana-1245	33	19	confidentiality	confidentiality	NOUN
cana-1245	33	20	in	in	ADP
cana-1245	33	21	techniques	technique	NOUN
cana-1245	33	22	of	of	ADP
cana-1245	33	23	deduplication	deduplication	NOUN
cana-1245	33	24	.	.	PUNCT
cana-1245	34	1	the	the	DET
cana-1245	34	2	problem	problem	NOUN
cana-1245	34	3	of	of	ADP
cana-1245	34	4	duplicating	duplicate	VERB
cana-1245	34	5	records	record	NOUN
cana-1245	34	6	in	in	ADP
cana-1245	34	7	cloud	cloud	NOUN
cana-1245	34	8	-	-	PUNCT
cana-1245	34	9	fog	fog	NOUN
cana-1245	34	10	storage	storage	NOUN
cana-1245	34	11	systems	system	NOUN
cana-1245	34	12	is	be	AUX
cana-1245	34	13	talked	talk	VERB
cana-1245	34	14	address	address	NOUN
cana-1245	34	15	in	in	ADP
cana-1245	34	16	[	[	X
cana-1245	34	17	9	9	NUM
cana-1245	34	18	]	]	PUNCT
cana-1245	34	19	and	and	CCONJ
cana-1245	34	20	mecc	mecc	NOUN
cana-1245	34	21	and	and	CCONJ
cana-1245	34	22	convergent	convergent	NOUN
cana-1245	34	23	encryption	encryption	NOUN
cana-1245	34	24	is	be	AUX
cana-1245	34	25	proffer	proffer	NOUN
cana-1245	34	26	as	as	ADP
cana-1245	34	27	a	a	DET
cana-1245	34	28	probable	probable	ADJ
cana-1245	34	29	solution	solution	NOUN
cana-1245	34	30	to	to	ADP
cana-1245	34	31	fixing	fix	VERB
cana-1245	34	32	this	this	DET
cana-1245	34	33	problem	problem	NOUN
cana-1245	34	34	.	.	PUNCT
cana-1245	35	1	the	the	DET
cana-1245	35	2	recommended	recommend	VERB
cana-1245	35	3	method	method	NOUN
cana-1245	35	4	is	be	AUX
cana-1245	35	5	just	just	ADV
cana-1245	35	6	to	to	PART
cana-1245	35	7	avoid	avoid	VERB
cana-1245	35	8	a	a	DET
cana-1245	35	9	huge	huge	ADJ
cana-1245	35	10	amount	amount	NOUN
cana-1245	35	11	of	of	ADP
cana-1245	35	12	duplicated	duplicate	VERB
cana-1245	35	13	information	information	NOUN
cana-1245	35	14	,	,	PUNCT
cana-1245	35	15	preserving	preserve	VERB
cana-1245	35	16	good	good	ADJ
cana-1245	35	17	encryption	encryption	NOUN
cana-1245	35	18	at	at	ADP
cana-1245	35	19	the	the	DET
cana-1245	35	20	same	same	ADJ
cana-1245	35	21	time	time	NOUN
cana-1245	35	22	.	.	PUNCT
cana-1245	36	1	the	the	DET
cana-1245	36	2	constant	constant	ADJ
cana-1245	36	3	outcomes	outcome	NOUN
cana-1245	36	4	also	also	ADV
cana-1245	36	5	reveal	reveal	VERB
cana-1245	36	6	how	how	SCONJ
cana-1245	36	7	the	the	DET
cana-1245	36	8	novel	novel	NOUN
cana-1245	36	9	approaches	approach	VERB
cana-1245	36	10	’	'	PUNCT
cana-1245	36	11	computational	computational	ADJ
cana-1245	36	12	efficiency	efficiency	NOUN
cana-1245	36	13	and	and	CCONJ
cana-1245	36	14	security	security	NOUN
cana-1245	36	15	surpass	surpass	VERB
cana-1245	36	16	the	the	DET
cana-1245	36	17	one	one	NOUN
cana-1245	36	18	offered	offer	VERB
cana-1245	36	19	by	by	ADP
cana-1245	36	20	the	the	DET
cana-1245	36	21	previous	previous	ADJ
cana-1245	36	22	methods	method	NOUN
cana-1245	36	23	.	.	PUNCT
cana-1245	37	1	a	a	DET
cana-1245	37	2	hybrid	hybrid	ADJ
cana-1245	37	3	and	and	CCONJ
cana-1245	37	4	dependable	dependable	ADJ
cana-1245	37	5	deduplication	deduplication	NOUN
cana-1245	37	6	technique	technique	NOUN
cana-1245	37	7	for	for	ADP
cana-1245	37	8	area	area	NOUN
cana-1245	37	9	computing	computing	NOUN
cana-1245	37	10	is	be	AUX
cana-1245	37	11	presented	present	VERB
cana-1245	37	12	in	in	ADP
cana-1245	37	13	reference	reference	NOUN
cana-1245	37	14	[	[	X
cana-1245	37	15	10	10	NUM
cana-1245	37	16	]	]	PUNCT
cana-1245	37	17	,	,	PUNCT
cana-1245	37	18	which	which	PRON
cana-1245	37	19	mixes	mix	VERB
cana-1245	37	20	client	client	NOUN
cana-1245	37	21	-	-	PUNCT
cana-1245	37	22	side	side	NOUN
cana-1245	37	23	and	and	CCONJ
cana-1245	37	24	server	server	NOUN
cana-1245	37	25	-	-	PUNCT
cana-1245	37	26	side	side	NOUN
cana-1245	37	27	deduplication	deduplication	NOUN
cana-1245	37	28	algorithms	algorithm	NOUN
cana-1245	37	29	.	.	PUNCT
cana-1245	38	1	while	while	SCONJ
cana-1245	38	2	maximizing	maximize	VERB
cana-1245	38	3	network	network	NOUN
cana-1245	38	4	throughput	throughput	NOUN
cana-1245	38	5	between	between	ADP
cana-1245	38	6	edge	edge	NOUN
cana-1245	38	7	nodes	node	NOUN
cana-1245	38	8	and	and	CCONJ
cana-1245	38	9	the	the	DET
cana-1245	38	10	cloud	cloud	NOUN
cana-1245	38	11	,	,	PUNCT
cana-1245	38	12	the	the	DET
cana-1245	38	13	system	system	NOUN
cana-1245	38	14	ensures	ensure	VERB
cana-1245	38	15	the	the	DET
cana-1245	38	16	privacy	privacy	NOUN
cana-1245	38	17	of	of	ADP
cana-1245	38	18	data	datum	NOUN
cana-1245	38	19	between	between	ADP
cana-1245	38	20	clients	client	NOUN
cana-1245	38	21	and	and	CCONJ
cana-1245	38	22	side	side	NOUN
cana-1245	38	23	nodes	node	NOUN
cana-1245	38	24	.	.	PUNCT
cana-1245	39	1	furthermore	furthermore	ADV
cana-1245	39	2	,	,	PUNCT
cana-1245	39	3	a	a	DET
cana-1245	39	4	novel	novel	ADJ
cana-1245	39	5	encryption	encryption	NOUN
cana-1245	39	6	technique	technique	NOUN
cana-1245	39	7	has	have	AUX
cana-1245	39	8	been	be	AUX
cana-1245	39	9	devised	devise	VERB
cana-1245	39	10	that	that	PRON
cana-1245	39	11	enables	enable	VERB
cana-1245	39	12	quick	quick	ADJ
cana-1245	39	13	deduplication	deduplication	NOUN
cana-1245	39	14	operations	operation	NOUN
cana-1245	39	15	on	on	ADP
cana-1245	39	16	nodes	node	NOUN
cana-1245	39	17	with	with	ADP
cana-1245	39	18	limited	limited	ADJ
cana-1245	39	19	resources	resource	NOUN
cana-1245	39	20	.	.	PUNCT
cana-1245	40	1	this	this	PRON
cana-1245	40	2	is	be	AUX
cana-1245	40	3	an	an	DET
cana-1245	40	4	additively	additively	ADV
cana-1245	40	5	homomorphic	homomorphic	ADJ
cana-1245	40	6	encryption	encryption	NOUN
cana-1245	40	7	technique	technique	NOUN
cana-1245	40	8	.	.	PUNCT
cana-1245	41	1	reference	reference	NOUN
cana-1245	41	2	[	[	X
cana-1245	41	3	11	11	NUM
cana-1245	41	4	]	]	PUNCT
cana-1245	41	5	also	also	ADV
cana-1245	41	6	develops	develop	VERB
cana-1245	41	7	a	a	DET
cana-1245	41	8	multi	multi	ADJ
cana-1245	41	9	-	-	ADJ
cana-1245	41	10	stage	stage	ADJ
cana-1245	41	11	stackelberg	stackelberg	PROPN
cana-1245	41	12	game	game	NOUN
cana-1245	41	13	with	with	ADP
cana-1245	41	14	data	datum	NOUN
cana-1245	41	15	holders	holder	NOUN
cana-1245	41	16	,	,	PUNCT
cana-1245	41	17	owners	owner	NOUN
cana-1245	41	18	,	,	PUNCT
cana-1245	41	19	and	and	CCONJ
cana-1245	41	20	csps	csps	NOUN
cana-1245	41	21	.	.	PUNCT
cana-1245	42	1	hybrid	hybrid	ADJ
cana-1245	42	2	encrypted	encrypt	VERB
cana-1245	42	3	cloud	cloud	NOUN
cana-1245	42	4	data	datum	NOUN
cana-1245	42	5	deduplication	deduplication	NOUN
cana-1245	42	6	(	(	PUNCT
cana-1245	42	7	h	h	NOUN
cana-1245	42	8	-	-	PUNCT
cana-1245	42	9	dedu	dedu	NOUN
cana-1245	42	10	)	)	PUNCT
cana-1245	42	11	is	be	AUX
cana-1245	42	12	financially	financially	ADV
cana-1245	42	13	represented	represent	VERB
cana-1245	42	14	.	.	PUNCT
cana-1245	43	1	the	the	DET
cana-1245	43	2	suggested	suggest	VERB
cana-1245	43	3	model	model	NOUN
cana-1245	43	4	examines	examine	VERB
cana-1245	43	5	the	the	DET
cana-1245	43	6	nash	nash	PROPN
cana-1245	43	7	equilibrium	equilibrium	NOUN
cana-1245	43	8	requirements	requirement	NOUN
cana-1245	43	9	and	and	CCONJ
cana-1245	43	10	offers	offer	VERB
cana-1245	43	11	stakeholders	stakeholder	NOUN
cana-1245	43	12	a	a	DET
cana-1245	43	13	thorough	thorough	ADJ
cana-1245	43	14	set	set	NOUN
cana-1245	43	15	of	of	ADP
cana-1245	43	16	gradientbased	gradientbase	VERB
cana-1245	43	17	guidelines	guideline	NOUN
cana-1245	43	18	for	for	ADP
cana-1245	43	19	selecting	select	VERB
cana-1245	43	20	approaches	approach	NOUN
cana-1245	43	21	that	that	PRON
cana-1245	43	22	are	be	AUX
cana-1245	43	23	almost	almost	ADV
cana-1245	43	24	ideal	ideal	ADJ
cana-1245	43	25	.	.	PUNCT
cana-1245	44	1	this	this	PRON
cana-1245	44	2	indicates	indicate	VERB
cana-1245	44	3	that	that	SCONJ
cana-1245	44	4	implementing	implement	VERB
cana-1245	44	5	hdedu	hdedu	PROPN
cana-1245	44	6	is	be	AUX
cana-1245	44	7	financially	financially	ADV
cana-1245	44	8	feasible	feasible	ADJ
cana-1245	44	9	.	.	PUNCT
cana-1245	45	1	the	the	DET
cana-1245	45	2	mthdedup	mthdedup	PROPN
cana-1245	45	3	deduplication	deduplication	NOUN
cana-1245	45	4	algorithm	algorithm	NOUN
cana-1245	45	5	,	,	PUNCT
cana-1245	45	6	which	which	PRON
cana-1245	45	7	makes	make	VERB
cana-1245	45	8	use	use	NOUN
cana-1245	45	9	of	of	ADP
cana-1245	45	10	merkle	merkle	ADJ
cana-1245	45	11	hash	hash	NOUN
cana-1245	45	12	trees	tree	NOUN
cana-1245	45	13	to	to	PART
cana-1245	45	14	mitigate	mitigate	VERB
cana-1245	45	15	convergent	convergent	NOUN
cana-1245	45	16	encryption	encryption	NOUN
cana-1245	45	17	problems	problem	NOUN
cana-1245	45	18	,	,	PUNCT
cana-1245	45	19	is	be	AUX
cana-1245	45	20	introduced	introduce	VERB
cana-1245	45	21	in	in	ADP
cana-1245	45	22	reference	reference	NOUN
cana-1245	45	23	[	[	X
cana-1245	45	24	12	12	NUM
cana-1245	45	25	]	]	PUNCT
cana-1245	45	26	.	.	PUNCT
cana-1245	46	1	by	by	ADP
cana-1245	46	2	using	use	VERB
cana-1245	46	3	merkle	merkle	ADJ
cana-1245	46	4	hash	hash	NOUN
cana-1245	46	5	trees	tree	NOUN
cana-1245	46	6	and	and	CCONJ
cana-1245	46	7	other	other	ADJ
cana-1245	46	8	encryption	encryption	NOUN
cana-1245	46	9	methods	method	NOUN
cana-1245	46	10	during	during	ADP
cana-1245	46	11	file	file	NOUN
cana-1245	46	12	and	and	CCONJ
cana-1245	46	13	block	block	NOUN
cana-1245	46	14	-	-	PUNCT
cana-1245	46	15	level	level	NOUN
cana-1245	46	16	deduplication	deduplication	NOUN
cana-1245	46	17	,	,	PUNCT
cana-1245	46	18	the	the	DET
cana-1245	46	19	method	method	NOUN
cana-1245	46	20	improves	improve	VERB
cana-1245	46	21	data	datum	NOUN
cana-1245	46	22	security	security	NOUN
cana-1245	46	23	.	.	PUNCT
cana-1245	47	1	in	in	ADP
cana-1245	47	2	addition	addition	NOUN
cana-1245	47	3	to	to	ADP
cana-1245	47	4	reducing	reduce	VERB
cana-1245	47	5	computational	computational	ADJ
cana-1245	47	6	overhead	overhead	NOUN
cana-1245	47	7	,	,	PUNCT
cana-1245	47	8	the	the	DET
cana-1245	47	9	method	method	NOUN
cana-1245	47	10	protects	protect	VERB
cana-1245	47	11	the	the	DET
cana-1245	47	12	important	important	ADJ
cana-1245	47	13	parking	parking	NOUN
cana-1245	47	14	area	area	NOUN
cana-1245	47	15	against	against	ADP
cana-1245	47	16	brute	brute	ADJ
cana-1245	47	17	-	-	PUNCT
cana-1245	47	18	force	force	NOUN
cana-1245	47	19	attacks	attack	NOUN
cana-1245	47	20	from	from	ADP
cana-1245	47	21	the	the	DET
cana-1245	47	22	outside	outside	NOUN
cana-1245	47	23	as	as	ADV
cana-1245	47	24	well	well	ADV
cana-1245	47	25	as	as	ADP
cana-1245	47	26	from	from	ADP
cana-1245	47	27	inside	inside	ADV
cana-1245	47	28	.	.	PUNCT
cana-1245	48	1	communications	communication	NOUN
cana-1245	48	2	on	on	ADP
cana-1245	48	3	applied	apply	VERB
cana-1245	48	4	nonlinear	nonlinear	ADJ
cana-1245	48	5	analysis	analysis	NOUN
cana-1245	48	6	issn	issn	NOUN
cana-1245	48	7	:	:	PUNCT
cana-1245	48	8	1074	1074	NUM
cana-1245	48	9	-	-	PUNCT
cana-1245	48	10	133x	133x	NUM
cana-1245	48	11	vol	vol	NOUN
cana-1245	48	12	31	31	NUM
cana-1245	48	13	no	no	NOUN
cana-1245	48	14	.	.	PUNCT
cana-1245	49	1	6s	6s	NUM
cana-1245	49	2	(	(	PUNCT
cana-1245	49	3	2024	2024	NUM
cana-1245	49	4	)	)	PUNCT
cana-1245	49	5	584	584	NUM
cana-1245	49	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1245	49	7	a	a	DET
cana-1245	49	8	hybrid	hybrid	ADJ
cana-1245	49	9	statistical	statistical	ADJ
cana-1245	49	10	deduplication	deduplication	NOUN
cana-1245	49	11	technique	technique	NOUN
cana-1245	49	12	that	that	PRON
cana-1245	49	13	incorporates	incorporate	VERB
cana-1245	49	14	the	the	DET
cana-1245	49	15	chromatic	chromatic	ADJ
cana-1245	49	16	correlation	correlation	NOUN
cana-1245	49	17	clustering	cluster	VERB
cana-1245	49	18	algorithm	algorithm	NOUN
cana-1245	49	19	and	and	CCONJ
cana-1245	49	20	euclidean	euclidean	ADJ
cana-1245	49	21	distance	distance	NOUN
cana-1245	49	22	is	be	AUX
cana-1245	49	23	presented	present	VERB
cana-1245	49	24	in	in	ADP
cana-1245	49	25	reference	reference	NOUN
cana-1245	49	26	[	[	X
cana-1245	49	27	13	13	NUM
cana-1245	49	28	]	]	PUNCT
cana-1245	49	29	.	.	PUNCT
cana-1245	50	1	the	the	DET
cana-1245	50	2	goal	goal	NOUN
cana-1245	50	3	of	of	ADP
cana-1245	50	4	this	this	DET
cana-1245	50	5	method	method	NOUN
cana-1245	50	6	is	be	AUX
cana-1245	50	7	to	to	PART
cana-1245	50	8	get	get	VERB
cana-1245	50	9	over	over	ADP
cana-1245	50	10	the	the	DET
cana-1245	50	11	limitations	limitation	NOUN
cana-1245	50	12	of	of	ADP
cana-1245	50	13	both	both	CCONJ
cana-1245	50	14	crowdsourced	crowdsourced	ADJ
cana-1245	50	15	and	and	CCONJ
cana-1245	50	16	machine	machine	NOUN
cana-1245	50	17	-	-	PUNCT
cana-1245	50	18	based	base	VERB
cana-1245	50	19	techniques	technique	NOUN
cana-1245	50	20	.	.	PUNCT
cana-1245	51	1	the	the	DET
cana-1245	51	2	method	method	NOUN
cana-1245	51	3	seeks	seek	VERB
cana-1245	51	4	to	to	PART
cana-1245	51	5	improve	improve	VERB
cana-1245	51	6	accuracy	accuracy	NOUN
cana-1245	51	7	,	,	PUNCT
cana-1245	51	8	reduce	reduce	VERB
cana-1245	51	9	deduplication	deduplication	NOUN
cana-1245	51	10	time	time	NOUN
cana-1245	51	11	,	,	PUNCT
cana-1245	51	12	and	and	CCONJ
cana-1245	51	13	lower	low	ADJ
cana-1245	51	14	crowdsourcing	crowdsourcing	NOUN
cana-1245	51	15	expenses	expense	NOUN
cana-1245	51	16	.	.	PUNCT
cana-1245	52	1	according	accord	VERB
cana-1245	52	2	to	to	ADP
cana-1245	52	3	empirical	empirical	ADJ
cana-1245	52	4	comparisons	comparison	NOUN
cana-1245	52	5	,	,	PUNCT
cana-1245	52	6	a	a	DET
cana-1245	52	7	lower	low	ADJ
cana-1245	52	8	crowdsourcing	crowdsourcing	NOUN
cana-1245	52	9	value	value	NOUN
cana-1245	52	10	results	result	NOUN
cana-1245	52	11	in	in	ADP
cana-1245	52	12	a	a	DET
cana-1245	52	13	higher	high	ADJ
cana-1245	52	14	deduplication	deduplication	NOUN
cana-1245	52	15	accuracy	accuracy	NOUN
cana-1245	52	16	performance	performance	NOUN
cana-1245	52	17	.	.	PUNCT
cana-1245	53	1	a	a	DET
cana-1245	53	2	variety	variety	NOUN
cana-1245	53	3	of	of	ADP
cana-1245	53	4	methods	method	NOUN
cana-1245	53	5	for	for	ADP
cana-1245	53	6	safely	safely	ADV
cana-1245	53	7	managing	manage	VERB
cana-1245	53	8	storage	storage	NOUN
cana-1245	53	9	and	and	CCONJ
cana-1245	53	10	getting	getting	AUX
cana-1245	53	11	rid	rid	VERB
cana-1245	53	12	of	of	ADP
cana-1245	53	13	redundant	redundant	ADJ
cana-1245	53	14	data	datum	NOUN
cana-1245	53	15	in	in	ADP
cana-1245	53	16	cloud	cloud	NOUN
cana-1245	53	17	and	and	CCONJ
cana-1245	53	18	edge	edge	NOUN
cana-1245	53	19	computing	compute	VERB
cana-1245	53	20	environments	environment	NOUN
cana-1245	53	21	are	be	AUX
cana-1245	53	22	examined	examine	VERB
cana-1245	53	23	in	in	ADP
cana-1245	53	24	these	these	DET
cana-1245	53	25	papers	paper	NOUN
cana-1245	53	26	.	.	PUNCT
cana-1245	54	1	the	the	DET
cana-1245	54	2	review	review	NOUN
cana-1245	54	3	examines	examine	VERB
cana-1245	54	4	a	a	DET
cana-1245	54	5	server	server	NOUN
cana-1245	54	6	-	-	PUNCT
cana-1245	54	7	helped	help	VERB
cana-1245	54	8	deduplication	deduplication	NOUN
cana-1245	54	9	strategy	strategy	NOUN
cana-1245	54	10	for	for	ADP
cana-1245	54	11	distributed	distribute	VERB
cana-1245	54	12	storage	storage	NOUN
cana-1245	54	13	with	with	ADP
cana-1245	54	14	the	the	DET
cana-1245	54	15	objectives	objective	NOUN
cana-1245	54	16	of	of	ADP
cana-1245	54	17	delivering	deliver	VERB
cana-1245	54	18	ciphertext	ciphertext	NOUN
cana-1245	54	19	of	of	ADP
cana-1245	54	20	a	a	DET
cana-1245	54	21	steady	steady	ADJ
cana-1245	54	22	size	size	NOUN
cana-1245	54	23	while	while	SCONJ
cana-1245	54	24	at	at	ADP
cana-1245	54	25	the	the	DET
cana-1245	54	26	same	same	ADJ
cana-1245	54	27	time	time	NOUN
cana-1245	54	28	further	far	ADV
cana-1245	54	29	developing	develop	VERB
cana-1245	54	30	pace	pace	NOUN
cana-1245	54	31	.	.	PUNCT
cana-1245	55	1	it	it	PRON
cana-1245	55	2	deals	deal	VERB
cana-1245	55	3	with	with	ADP
cana-1245	55	4	data	datum	NOUN
cana-1245	55	5	privacy	privacy	NOUN
cana-1245	55	6	concerns	concern	NOUN
cana-1245	55	7	as	as	ADV
cana-1245	55	8	well	well	ADV
cana-1245	55	9	.	.	PUNCT
cana-1245	56	1	secure	secure	ADJ
cana-1245	56	2	deduplication	deduplication	NOUN
cana-1245	56	3	in	in	ADP
cana-1245	56	4	cloud	cloud	NOUN
cana-1245	56	5	-	-	PUNCT
cana-1245	56	6	fog	fog	NOUN
cana-1245	56	7	storage	storage	NOUN
cana-1245	56	8	is	be	AUX
cana-1245	56	9	the	the	DET
cana-1245	56	10	subject	subject	NOUN
cana-1245	56	11	of	of	ADP
cana-1245	56	12	[	[	X
cana-1245	56	13	9	9	NUM
cana-1245	56	14	]	]	PUNCT
cana-1245	56	15	,	,	PUNCT
cana-1245	56	16	which	which	PRON
cana-1245	56	17	offers	offer	VERB
cana-1245	56	18	a	a	DET
cana-1245	56	19	solution	solution	NOUN
cana-1245	56	20	to	to	PART
cana-1245	56	21	reduce	reduce	VERB
cana-1245	56	22	data	data	NOUN
cana-1245	56	23	redundancy	redundancy	NOUN
cana-1245	56	24	by	by	ADP
cana-1245	56	25	combining	combine	VERB
cana-1245	56	26	mercc	mercc	NOUN
cana-1245	56	27	with	with	ADP
cana-1245	56	28	convergent	convergent	NOUN
cana-1245	56	29	encryption	encryption	NOUN
cana-1245	56	30	.	.	PUNCT
cana-1245	57	1	the	the	DET
cana-1245	57	2	study	study	NOUN
cana-1245	57	3	presents	present	VERB
cana-1245	57	4	the	the	DET
cana-1245	57	5	server	server	NOUN
cana-1245	57	6	-	-	PUNCT
cana-1245	57	7	sideclient	sideclient	NOUN
cana-1245	57	8	-	-	PUNCT
cana-1245	57	9	side	side	NOUN
cana-1245	57	10	algorithm	algorithm	NOUN
cana-1245	57	11	hybrid	hybrid	ADJ
cana-1245	57	12	stable	stable	ADJ
cana-1245	57	13	deduplication	deduplication	NOUN
cana-1245	57	14	scheme	scheme	NOUN
cana-1245	57	15	for	for	ADP
cana-1245	57	16	edge	edge	NOUN
cana-1245	57	17	computing	compute	VERB
cana-1245	57	18	that	that	SCONJ
cana-1245	57	19	the	the	DET
cana-1245	57	20	research	research	NOUN
cana-1245	57	21	suggests	suggest	VERB
cana-1245	57	22	could	could	AUX
cana-1245	57	23	enhance	enhance	VERB
cana-1245	57	24	the	the	DET
cana-1245	57	25	network	network	NOUN
cana-1245	57	26	performance	performance	NOUN
cana-1245	57	27	while	while	SCONJ
cana-1245	57	28	preserving	preserve	VERB
cana-1245	57	29	data	datum	NOUN
cana-1245	57	30	privacy	privacy	NOUN
cana-1245	57	31	.	.	PUNCT
cana-1245	58	1	in	in	ADP
cana-1245	58	2	the	the	DET
cana-1245	58	3	study	study	NOUN
cana-1245	58	4	,	,	PUNCT
cana-1245	58	5	both	both	DET
cana-1245	58	6	hybrid	hybrid	ADJ
cana-1245	58	7	encrypted	encrypt	VERB
cana-1245	58	8	cloud	cloud	NOUN
cana-1245	58	9	data	datum	NOUN
cana-1245	58	10	deduplication	deduplication	NOUN
cana-1245	58	11	is	be	AUX
cana-1245	58	12	provided	provide	VERB
cana-1245	58	13	along	along	ADP
cana-1245	58	14	with	with	ADP
cana-1245	58	15	an	an	DET
cana-1245	58	16	economical	economical	ADJ
cana-1245	58	17	analysis	analysis	NOUN
cana-1245	58	18	and	and	CCONJ
cana-1245	58	19	a	a	DET
cana-1245	58	20	multi	multi	ADJ
cana-1245	58	21	-	-	ADJ
cana-1245	58	22	level	level	ADJ
cana-1245	58	23	sport	sport	NOUN
cana-1245	58	24	.	.	PUNCT
cana-1245	59	1	it	it	PRON
cana-1245	59	2	looks	look	VERB
cana-1245	59	3	at	at	ADP
cana-1245	59	4	nash	nash	PROPN
cana-1245	59	5	equilibrium	equilibrium	NOUN
cana-1245	59	6	and	and	CCONJ
cana-1245	59	7	then	then	ADV
cana-1245	59	8	,	,	PUNCT
cana-1245	59	9	offers	offer	VERB
cana-1245	59	10	an	an	DET
cana-1245	59	11	algorithm	algorithm	NOUN
cana-1245	59	12	by	by	ADP
cana-1245	59	13	gradients	gradient	NOUN
cana-1245	59	14	for	for	ADP
cana-1245	59	15	deciding	decide	VERB
cana-1245	59	16	on	on	ADP
cana-1245	59	17	a	a	DET
cana-1245	59	18	good	good	ADJ
cana-1245	59	19	strategy	strategy	NOUN
cana-1245	59	20	.	.	PUNCT
cana-1245	60	1	merkle	merkle	ADJ
cana-1245	60	2	hash	hash	NOUN
cana-1245	60	3	trees	tree	NOUN
cana-1245	60	4	are	be	AUX
cana-1245	60	5	applied	apply	VERB
cana-1245	60	6	in	in	ADP
cana-1245	60	7	mthdedup	mthdedup	NOUN
cana-1245	60	8	,	,	PUNCT
cana-1245	60	9	a	a	DET
cana-1245	60	10	process	process	NOUN
cana-1245	60	11	that	that	PRON
cana-1245	60	12	strengthens	strengthen	VERB
cana-1245	60	13	security	security	NOUN
cana-1245	60	14	throughout	throughout	ADP
cana-1245	60	15	hybrid	hybrid	ADJ
cana-1245	60	16	cloud	cloud	NOUN
cana-1245	60	17	storage	storage	NOUN
cana-1245	60	18	.	.	PUNCT
cana-1245	61	1	lastly	lastly	ADV
cana-1245	61	2	,	,	PUNCT
cana-1245	61	3	[	[	X
cana-1245	61	4	13	13	NUM
cana-1245	61	5	]	]	PUNCT
cana-1245	61	6	suggests	suggest	VERB
cana-1245	61	7	a	a	DET
cana-1245	61	8	half	half	ADJ
cana-1245	61	9	breed	breed	NOUN
cana-1245	61	10	deduplication	deduplication	NOUN
cana-1245	61	11	technique	technique	NOUN
cana-1245	61	12	that	that	PRON
cana-1245	61	13	uses	use	VERB
cana-1245	61	14	euclidean	euclidean	ADJ
cana-1245	61	15	distance	distance	NOUN
cana-1245	61	16	and	and	CCONJ
cana-1245	61	17	support	support	NOUN
cana-1245	61	18	from	from	ADP
cana-1245	61	19	the	the	DET
cana-1245	61	20	public	public	NOUN
cana-1245	61	21	.	.	PUNCT
cana-1245	62	1	this	this	DET
cana-1245	62	2	method	method	NOUN
cana-1245	62	3	is	be	AUX
cana-1245	62	4	attributed	attribute	VERB
cana-1245	62	5	to	to	ADP
cana-1245	62	6	the	the	DET
cana-1245	62	7	provision	provision	NOUN
cana-1245	62	8	of	of	ADP
cana-1245	62	9	cost	cost	NOUN
cana-1245	62	10	effectiveness	effectiveness	NOUN
cana-1245	62	11	,	,	PUNCT
cana-1245	62	12	less	less	ADJ
cana-1245	62	13	time	time	NOUN
cana-1245	62	14	for	for	ADP
cana-1245	62	15	deduplication	deduplication	NOUN
cana-1245	62	16	and	and	CCONJ
cana-1245	62	17	increased	increase	VERB
cana-1245	62	18	accuracy	accuracy	NOUN
cana-1245	62	19	.	.	PUNCT
cana-1245	63	1	several	several	ADJ
cana-1245	63	2	researches	research	NOUN
cana-1245	63	3	also	also	ADV
cana-1245	63	4	show	show	VERB
cana-1245	63	5	it	it	PRON
cana-1245	63	6	as	as	ADP
cana-1245	63	7	more	more	ADV
cana-1245	63	8	effective	effective	ADJ
cana-1245	63	9	than	than	ADP
cana-1245	63	10	the	the	DET
cana-1245	63	11	existing	exist	VERB
cana-1245	63	12	procedures	procedure	NOUN
cana-1245	63	13	.	.	PUNCT
cana-1245	64	1	altogether	altogether	ADV
cana-1245	64	2	,	,	PUNCT
cana-1245	64	3	these	these	DET
cana-1245	64	4	publications	publication	NOUN
cana-1245	64	5	give	give	VERB
cana-1245	64	6	thoughtful	thoughtful	ADJ
cana-1245	64	7	information	information	NOUN
cana-1245	64	8	on	on	ADP
cana-1245	64	9	how	how	SCONJ
cana-1245	64	10	information	information	NOUN
cana-1245	64	11	deduplication	deduplication	NOUN
cana-1245	64	12	is	be	AUX
cana-1245	64	13	developing	develop	VERB
cana-1245	64	14	together	together	ADV
cana-1245	64	15	with	with	ADP
cana-1245	64	16	the	the	DET
cana-1245	64	17	issues	issue	NOUN
cana-1245	64	18	of	of	ADP
cana-1245	64	19	security	security	NOUN
cana-1245	64	20	and	and	CCONJ
cana-1245	64	21	performance	performance	NOUN
cana-1245	64	22	.	.	PUNCT
cana-1245	65	1	categorized	categorize	VERB
cana-1245	65	2	prior	prior	ADJ
cana-1245	65	3	artworks	artwork	NOUN
cana-1245	65	4	may	may	AUX
cana-1245	65	5	contain	contain	VERB
cana-1245	65	6	problems	problem	NOUN
cana-1245	65	7	of	of	ADP
cana-1245	65	8	data	datum	NOUN
cana-1245	65	9	loss	loss	NOUN
cana-1245	65	10	,	,	PUNCT
cana-1245	65	11	deduplication	deduplication	NOUN
cana-1245	65	12	,	,	PUNCT
cana-1245	65	13	or	or	CCONJ
cana-1245	65	14	have	have	VERB
cana-1245	65	15	data	data	NOUN
cana-1245	65	16	security	security	NOUN
cana-1245	65	17	problems	problem	NOUN
cana-1245	65	18	due	due	ADJ
cana-1245	65	19	to	to	ADP
cana-1245	65	20	such	such	ADJ
cana-1245	65	21	factors	factor	NOUN
cana-1245	65	22	.	.	PUNCT
cana-1245	66	1	has	have	AUX
cana-1245	66	2	been	be	AUX
cana-1245	66	3	deduplicated	deduplicate	VERB
cana-1245	66	4	.	.	PUNCT
cana-1245	67	1	there	there	PRON
cana-1245	67	2	are	be	VERB
cana-1245	67	3	cases	case	NOUN
cana-1245	67	4	where	where	SCONJ
cana-1245	67	5	the	the	DET
cana-1245	67	6	structure	structure	NOUN
cana-1245	67	7	of	of	ADP
cana-1245	67	8	information	information	NOUN
cana-1245	67	9	is	be	AUX
cana-1245	67	10	complex	complex	ADJ
cana-1245	67	11	,	,	PUNCT
cana-1245	67	12	data	datum	NOUN
cana-1245	67	13	settings	setting	NOUN
cana-1245	67	14	can	can	AUX
cana-1245	67	15	change	change	VERB
cana-1245	67	16	from	from	ADP
cana-1245	67	17	time	time	NOUN
cana-1245	67	18	to	to	ADP
cana-1245	67	19	time	time	NOUN
cana-1245	67	20	or	or	CCONJ
cana-1245	67	21	strict	strict	ADJ
cana-1245	67	22	referential	referential	ADJ
cana-1245	67	23	integrity	integrity	NOUN
cana-1245	67	24	should	should	AUX
cana-1245	67	25	be	be	AUX
cana-1245	67	26	maintained	maintain	VERB
cana-1245	67	27	,	,	PUNCT
cana-1245	67	28	and	and	CCONJ
cana-1245	67	29	the	the	DET
cana-1245	67	30	existing	exist	VERB
cana-1245	67	31	methods	method	NOUN
cana-1245	67	32	of	of	ADP
cana-1245	67	33	deduplication	deduplication	NOUN
cana-1245	67	34	become	become	VERB
cana-1245	67	35	unsuitable	unsuitable	ADJ
cana-1245	67	36	.	.	PUNCT
cana-1245	68	1	however	however	ADV
cana-1245	68	2	,	,	PUNCT
cana-1245	68	3	accomplishing	accomplish	VERB
cana-1245	68	4	data	datum	NOUN
cana-1245	68	5	security	security	NOUN
cana-1245	68	6	and	and	CCONJ
cana-1245	68	7	secrecy	secrecy	NOUN
cana-1245	68	8	especially	especially	ADV
cana-1245	68	9	through	through	ADP
cana-1245	68	10	the	the	DET
cana-1245	68	11	entire	entire	ADJ
cana-1245	68	12	deduplication	deduplication	NOUN
cana-1245	68	13	process	process	NOUN
cana-1245	68	14	might	might	AUX
cana-1245	68	15	be	be	AUX
cana-1245	68	16	a	a	DET
cana-1245	68	17	daunting	daunting	ADJ
cana-1245	68	18	process	process	NOUN
cana-1245	68	19	when	when	SCONJ
cana-1245	68	20	working	work	VERB
cana-1245	68	21	with	with	ADP
cana-1245	68	22	encrypted	encrypt	VERB
cana-1245	68	23	data	datum	NOUN
cana-1245	68	24	.	.	PUNCT
cana-1245	69	1	for	for	ADP
cana-1245	69	2	this	this	DET
cana-1245	69	3	reason	reason	NOUN
cana-1245	69	4	,	,	PUNCT
cana-1245	69	5	the	the	DET
cana-1245	69	6	artworks	artwork	NOUN
cana-1245	69	7	in	in	ADP
cana-1245	69	8	this	this	DET
cana-1245	69	9	proposal	proposal	NOUN
cana-1245	69	10	employ	employ	VERB
cana-1245	69	11	fuzzy	fuzzy	ADJ
cana-1245	69	12	c	c	NOUN
cana-1245	69	13	-	-	PUNCT
cana-1245	69	14	means	means	NOUN
cana-1245	69	15	(	(	PUNCT
cana-1245	69	16	fcm	fcm	PROPN
cana-1245	69	17	)	)	PUNCT
cana-1245	69	18	clustering	cluster	VERB
cana-1245	69	19	in	in	ADP
cana-1245	69	20	order	order	NOUN
cana-1245	69	21	to	to	PART
cana-1245	69	22	offer	offer	VERB
cana-1245	69	23	an	an	DET
cana-1245	69	24	alternative	alternative	ADJ
cana-1245	69	25	approach	approach	NOUN
cana-1245	69	26	to	to	ADP
cana-1245	69	27	data	data	PROPN
cana-1245	69	28	deduplication	deduplication	NOUN
cana-1245	69	29	which	which	PRON
cana-1245	69	30	can	can	AUX
cana-1245	69	31	possibly	possibly	ADV
cana-1245	69	32	address	address	VERB
cana-1245	69	33	all	all	PRON
cana-1245	69	34	of	of	ADP
cana-1245	69	35	these	these	DET
cana-1245	69	36	issues	issue	NOUN
cana-1245	69	37	.	.	PUNCT
cana-1245	70	1	in	in	ADP
cana-1245	70	2	this	this	DET
cana-1245	70	3	way	way	NOUN
cana-1245	70	4	,	,	PUNCT
cana-1245	70	5	fcm	fcm	AUX
cana-1245	70	6	clustering	clustering	NOUN
cana-1245	70	7	differs	differ	VERB
cana-1245	70	8	from	from	ADP
cana-1245	70	9	the	the	DET
cana-1245	70	10	conventional	conventional	ADJ
cana-1245	70	11	methods	method	NOUN
cana-1245	70	12	which	which	PRON
cana-1245	70	13	are	be	AUX
cana-1245	70	14	based	base	VERB
cana-1245	70	15	on	on	ADP
cana-1245	70	16	the	the	DET
cana-1245	70	17	best	good	ADJ
cana-1245	70	18	fit	fit	NOUN
cana-1245	70	19	between	between	ADP
cana-1245	70	20	elements	element	NOUN
cana-1245	70	21	and	and	CCONJ
cana-1245	70	22	clusters	cluster	NOUN
cana-1245	70	23	since	since	SCONJ
cana-1245	70	24	it	it	PRON
cana-1245	70	25	enables	enable	VERB
cana-1245	70	26	record	record	NOUN
cana-1245	70	27	factors	factor	NOUN
cana-1245	70	28	to	to	PART
cana-1245	70	29	be	be	AUX
cana-1245	70	30	partially	partially	ADV
cana-1245	70	31	‘	'	PUNCT
cana-1245	70	32	belonging	belong	VERB
cana-1245	70	33	’	'	PUNCT
cana-1245	70	34	to	to	ADP
cana-1245	70	35	specific	specific	ADJ
cana-1245	70	36	clusters	cluster	NOUN
cana-1245	70	37	thus	thus	ADV
cana-1245	70	38	is	be	AUX
cana-1245	70	39	able	able	ADJ
cana-1245	70	40	to	to	PART
cana-1245	70	41	handle	handle	VERB
cana-1245	70	42	fluctuations	fluctuation	NOUN
cana-1245	70	43	and	and	CCONJ
cana-1245	70	44	uncertainty	uncertainty	NOUN
cana-1245	70	45	inherent	inherent	ADJ
cana-1245	70	46	in	in	ADP
cana-1245	70	47	records	record	NOUN
cana-1245	70	48	.	.	PUNCT
cana-1245	71	1	in	in	ADP
cana-1245	71	2	particular	particular	ADJ
cana-1245	71	3	,	,	PUNCT
cana-1245	71	4	this	this	DET
cana-1245	71	5	version	version	NOUN
cana-1245	71	6	can	can	AUX
cana-1245	71	7	boast	boast	VERB
cana-1245	71	8	satisfactory	satisfactory	ADJ
cana-1245	71	9	results	result	NOUN
cana-1245	71	10	on	on	ADP
cana-1245	71	11	real	real	ADJ
cana-1245	71	12	datasets	dataset	NOUN
cana-1245	71	13	with	with	ADP
cana-1245	71	14	mistakes	mistake	NOUN
cana-1245	71	15	,	,	PUNCT
cana-1245	71	16	if	if	SCONJ
cana-1245	71	17	any	any	PRON
cana-1245	71	18	[	[	X
cana-1245	71	19	16	16	NUM
cana-1245	71	20	]	]	PUNCT
cana-1245	71	21	.	.	PUNCT
cana-1245	72	1	the	the	DET
cana-1245	72	2	recommended	recommend	VERB
cana-1245	72	3	materials	material	NOUN
cana-1245	72	4	will	will	AUX
cana-1245	72	5	contribute	contribute	VERB
cana-1245	72	6	to	to	ADP
cana-1245	72	7	enhancement	enhancement	NOUN
cana-1245	72	8	of	of	ADP
cana-1245	72	9	both	both	CCONJ
cana-1245	72	10	the	the	DET
cana-1245	72	11	resistance	resistance	NOUN
cana-1245	72	12	to	to	ADP
cana-1245	72	13	disturbances	disturbance	NOUN
cana-1245	72	14	and	and	CCONJ
cana-1245	72	15	such	such	ADJ
cana-1245	72	16	accuracy	accuracy	NOUN
cana-1245	72	17	improvement	improvement	NOUN
cana-1245	72	18	techniques	technique	NOUN
cana-1245	72	19	as	as	SCONJ
cana-1245	72	20	fcm	fcm	X
cana-1245	72	21	clustering	cluster	VERB
cana-1245	72	22	to	to	PART
cana-1245	72	23	identify	identify	VERB
cana-1245	72	24	similar	similar	ADJ
cana-1245	72	25	information	information	NOUN
cana-1245	72	26	.	.	PUNCT
cana-1245	73	1	to	to	ADP
cana-1245	73	2	some	some	DET
cana-1245	73	3	extent	extent	NOUN
cana-1245	73	4	,	,	PUNCT
cana-1245	73	5	one	one	PRON
cana-1245	73	6	gets	get	VERB
cana-1245	73	7	the	the	DET
cana-1245	73	8	impression	impression	NOUN
cana-1245	73	9	that	that	SCONJ
cana-1245	73	10	,	,	PUNCT
cana-1245	73	11	given	give	VERB
cana-1245	73	12	the	the	DET
cana-1245	73	13	objective	objective	NOUN
cana-1245	73	14	of	of	ADP
cana-1245	73	15	improving	improve	VERB
cana-1245	73	16	data	datum	NOUN
cana-1245	73	17	quality	quality	NOUN
cana-1245	73	18	and	and	CCONJ
cana-1245	73	19	its	its	PRON
cana-1245	73	20	subsequent	subsequent	ADJ
cana-1245	73	21	integrity	integrity	NOUN
cana-1245	73	22	,	,	PUNCT
cana-1245	73	23	the	the	DET
cana-1245	73	24	concentration	concentration	NOUN
cana-1245	73	25	on	on	ADP
cana-1245	73	26	minimizing	minimize	VERB
cana-1245	73	27	false	false	ADJ
cana-1245	73	28	positives	positive	NOUN
cana-1245	73	29	as	as	ADV
cana-1245	73	30	well	well	ADV
cana-1245	73	31	as	as	ADP
cana-1245	73	32	false	false	ADJ
cana-1245	73	33	negatives	negative	NOUN
cana-1245	73	34	is	be	AUX
cana-1245	73	35	the	the	DET
cana-1245	73	36	motivating	motivate	VERB
cana-1245	73	37	factor	factor	NOUN
cana-1245	73	38	of	of	ADP
cana-1245	73	39	this	this	DET
cana-1245	73	40	approach	approach	NOUN
cana-1245	73	41	.	.	PUNCT
cana-1245	74	1	regarding	regard	VERB
cana-1245	74	2	the	the	DET
cana-1245	74	3	abstract	abstract	NOUN
cana-1245	74	4	of	of	ADP
cana-1245	74	5	the	the	DET
cana-1245	74	6	paper	paper	NOUN
cana-1245	74	7	:	:	PUNCT
cana-1245	74	8	fcm	fcm	X
cana-1245	74	9	-	-	PUNCT
cana-1245	74	10	based	base	VERB
cana-1245	74	11	deduplication	deduplication	NOUN
cana-1245	74	12	is	be	AUX
cana-1245	74	13	advanced	advance	VERB
cana-1245	74	14	compared	compare	VERB
cana-1245	74	15	to	to	ADP
cana-1245	74	16	previous	previous	ADJ
cana-1245	74	17	approaches	approach	NOUN
cana-1245	74	18	as	as	SCONJ
cana-1245	74	19	it	it	PRON
cana-1245	74	20	enhances	enhance	VERB
cana-1245	74	21	the	the	DET
cana-1245	74	22	data	datum	NOUN
cana-1245	74	23	processing	processing	NOUN
cana-1245	74	24	accuracy	accuracy	NOUN
cana-1245	74	25	and	and	CCONJ
cana-1245	74	26	credibility	credibility	NOUN
cana-1245	74	27	in	in	ADP
cana-1245	74	28	numerous	numerous	ADJ
cana-1245	74	29	cases	case	NOUN
cana-1245	74	30	.	.	PUNCT
cana-1245	75	1	as	as	SCONJ
cana-1245	75	2	to	to	ADP
cana-1245	75	3	most	most	ADJ
cana-1245	75	4	solutions	solution	NOUN
cana-1245	75	5	presented	present	VERB
cana-1245	75	6	,	,	PUNCT
cana-1245	75	7	the	the	DET
cana-1245	75	8	recommended	recommend	VERB
cana-1245	75	9	artworks	artwork	NOUN
cana-1245	75	10	offer	offer	VERB
cana-1245	75	11	a	a	DET
cana-1245	75	12	more	more	ADV
cana-1245	75	13	versatile	versatile	ADJ
cana-1245	75	14	and	and	CCONJ
cana-1245	75	15	flexible	flexible	ADJ
cana-1245	75	16	strategy	strategy	NOUN
cana-1245	75	17	to	to	ADP
cana-1245	75	18	the	the	DET
cana-1245	75	19	conventional	conventional	ADJ
cana-1245	75	20	deduplication	deduplication	NOUN
cana-1245	75	21	approaches	approach	NOUN
cana-1245	75	22	and	and	CCONJ
cana-1245	75	23	consequently	consequently	ADV
cana-1245	75	24	eliminate	eliminate	VERB
cana-1245	75	25	the	the	DET
cana-1245	75	26	problems	problem	NOUN
cana-1245	75	27	[	[	X
cana-1245	75	28	17	17	NUM
cana-1245	75	29	]	]	PUNCT
cana-1245	75	30	.	.	PUNCT
cana-1245	76	1	communications	communication	NOUN
cana-1245	76	2	on	on	ADP
cana-1245	76	3	applied	apply	VERB
cana-1245	76	4	nonlinear	nonlinear	ADJ
cana-1245	76	5	analysis	analysis	NOUN
cana-1245	76	6	issn	issn	NOUN
cana-1245	76	7	:	:	PUNCT
cana-1245	76	8	1074	1074	NUM
cana-1245	76	9	-	-	PUNCT
cana-1245	76	10	133x	133x	NUM
cana-1245	76	11	vol	vol	NOUN
cana-1245	76	12	31	31	NUM
cana-1245	76	13	no	no	NOUN
cana-1245	76	14	.	.	PUNCT
cana-1245	77	1	6s	6s	NUM
cana-1245	77	2	(	(	PUNCT
cana-1245	77	3	2024	2024	NUM
cana-1245	77	4	)	)	PUNCT
cana-1245	77	5	585	585	NUM
cana-1245	77	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1245	77	7	3	3	NUM
cana-1245	77	8	.	.	NOUN
cana-1245	77	9	clustering	cluster	VERB
cana-1245	77	10	fuzzy	fuzzy	ADJ
cana-1245	77	11	c	c	NOUN
cana-1245	77	12	-	-	PUNCT
cana-1245	77	13	means	means	NOUN
cana-1245	77	14	(	(	PUNCT
cana-1245	77	15	fcm	fcm	PROPN
cana-1245	77	16	)	)	PUNCT
cana-1245	77	17	for	for	ADP
cana-1245	77	18	data	data	NOUN
cana-1245	77	19	duplication	duplication	NOUN
cana-1245	77	20	3.1	3.1	NUM
cana-1245	77	21	transforming	transform	VERB
cana-1245	77	22	fcm	fcm	NOUN
cana-1245	77	23	for	for	ADP
cana-1245	77	24	data	data	NOUN
cana-1245	77	25	duplication	duplication	NOUN
cana-1245	77	26	:	:	PUNCT
cana-1245	77	27	instead	instead	ADV
cana-1245	77	28	of	of	ADP
cana-1245	77	29	using	use	VERB
cana-1245	77	30	typical	typical	ADJ
cana-1245	77	31	methods	method	NOUN
cana-1245	77	32	that	that	PRON
cana-1245	77	33	rely	rely	VERB
cana-1245	77	34	on	on	ADP
cana-1245	77	35	precise	precise	ADJ
cana-1245	77	36	matching	matching	NOUN
cana-1245	77	37	for	for	ADP
cana-1245	77	38	facts	fact	NOUN
cana-1245	77	39	deduplication	deduplication	NOUN
cana-1245	77	40	,	,	PUNCT
cana-1245	77	41	fuzzy	fuzzy	ADJ
cana-1245	77	42	c	c	NOUN
cana-1245	77	43	-	-	PUNCT
cana-1245	77	44	means	means	NOUN
cana-1245	77	45	(	(	PUNCT
cana-1245	77	46	fcm	fcm	PROPN
cana-1245	77	47	)	)	PUNCT
cana-1245	77	48	clustering	clustering	NOUN
cana-1245	77	49	is	be	AUX
cana-1245	77	50	employed	employ	VERB
cana-1245	77	51	[	[	X
cana-1245	77	52	18	18	NUM
cana-1245	77	53	]	]	PUNCT
cana-1245	77	54	.	.	PUNCT
cana-1245	78	1	one	one	NUM
cana-1245	78	2	clustering	clustering	NOUN
cana-1245	78	3	method	method	NOUN
cana-1245	78	4	that	that	PRON
cana-1245	78	5	finds	find	VERB
cana-1245	78	6	frequent	frequent	ADJ
cana-1245	78	7	application	application	NOUN
cana-1245	78	8	in	in	ADP
cana-1245	78	9	data	datum	NOUN
cana-1245	78	10	division	division	NOUN
cana-1245	78	11	is	be	AUX
cana-1245	78	12	fuzzy	fuzzy	ADJ
cana-1245	78	13	c	c	NOUN
cana-1245	78	14	-	-	PUNCT
cana-1245	78	15	means	mean	NOUN
cana-1245	78	16	,	,	PUNCT
cana-1245	78	17	or	or	CCONJ
cana-1245	78	18	fcm	fcm	X
cana-1245	78	19	.	.	PUNCT
cana-1245	79	1	however	however	ADV
cana-1245	79	2	,	,	PUNCT
cana-1245	79	3	its	its	PRON
cana-1245	79	4	particular	particular	ADJ
cana-1245	79	5	use	use	NOUN
cana-1245	79	6	here	here	ADV
cana-1245	79	7	is	be	AUX
cana-1245	79	8	to	to	PART
cana-1245	79	9	eliminate	eliminate	VERB
cana-1245	79	10	duplicates	duplicate	NOUN
cana-1245	79	11	from	from	ADP
cana-1245	79	12	a	a	DET
cana-1245	79	13	dataset	dataset	NOUN
cana-1245	79	14	.	.	PUNCT
cana-1245	80	1	when	when	SCONJ
cana-1245	80	2	dealing	deal	VERB
cana-1245	80	3	with	with	ADP
cana-1245	80	4	data	datum	NOUN
cana-1245	80	5	that	that	PRON
cana-1245	80	6	displays	display	VERB
cana-1245	80	7	unpredictability	unpredictability	NOUN
cana-1245	80	8	and	and	CCONJ
cana-1245	80	9	uncertainty	uncertainty	NOUN
cana-1245	80	10	,	,	PUNCT
cana-1245	80	11	this	this	DET
cana-1245	80	12	version	version	NOUN
cana-1245	80	13	aims	aim	VERB
cana-1245	80	14	to	to	PART
cana-1245	80	15	address	address	VERB
cana-1245	80	16	problems	problem	NOUN
cana-1245	80	17	associated	associate	VERB
cana-1245	80	18	with	with	ADP
cana-1245	80	19	optimum	optimum	ADJ
cana-1245	80	20	suit	suit	NOUN
cana-1245	80	21	-	-	PUNCT
cana-1245	80	22	based	base	VERB
cana-1245	80	23	deduplication	deduplication	NOUN
cana-1245	80	24	algorithms	algorithm	NOUN
cana-1245	80	25	.	.	PUNCT
cana-1245	81	1	to	to	PART
cana-1245	81	2	better	well	ADV
cana-1245	81	3	deal	deal	VERB
cana-1245	81	4	with	with	ADP
cana-1245	81	5	the	the	DET
cana-1245	81	6	complexity	complexity	NOUN
cana-1245	81	7	of	of	ADP
cana-1245	81	8	real	real	ADJ
cana-1245	81	9	-	-	PUNCT
cana-1245	81	10	world	world	NOUN
cana-1245	81	11	datasets	dataset	NOUN
cana-1245	81	12	during	during	ADP
cana-1245	81	13	deduplication	deduplication	NOUN
cana-1245	81	14	,	,	PUNCT
cana-1245	81	15	fcm	fcm	PROPN
cana-1245	81	16	permits	permit	VERB
cana-1245	81	17	information	information	NOUN
cana-1245	81	18	components	component	NOUN
cana-1245	81	19	to	to	PART
cana-1245	81	20	partly	partly	ADV
cana-1245	81	21	belong	belong	VERB
cana-1245	81	22	to	to	ADP
cana-1245	81	23	other	other	ADJ
cana-1245	81	24	clusters	cluster	NOUN
cana-1245	81	25	,	,	PUNCT
cana-1245	81	26	offering	offer	VERB
cana-1245	81	27	a	a	DET
cana-1245	81	28	more	more	ADV
cana-1245	81	29	versatile	versatile	ADJ
cana-1245	81	30	and	and	CCONJ
cana-1245	81	31	advanced	advanced	ADJ
cana-1245	81	32	approach	approach	NOUN
cana-1245	81	33	[	[	X
cana-1245	81	34	19	19	NUM
cana-1245	81	35	]	]	PUNCT
cana-1245	81	36	.	.	PUNCT
cana-1245	82	1	fuzzy	fuzzy	ADJ
cana-1245	82	2	c	c	NOUN
cana-1245	82	3	-	-	PUNCT
cana-1245	82	4	means	means	NOUN
cana-1245	82	5	clustering	clustering	NOUN
cana-1245	82	6	is	be	AUX
cana-1245	82	7	the	the	DET
cana-1245	82	8	primary	primary	ADJ
cana-1245	82	9	method	method	NOUN
cana-1245	82	10	used	use	VERB
cana-1245	82	11	in	in	ADP
cana-1245	82	12	this	this	DET
cana-1245	82	13	strategy	strategy	NOUN
cana-1245	82	14	for	for	ADP
cana-1245	82	15	deduplicating	deduplicating	NOUN
cana-1245	82	16	data	datum	NOUN
cana-1245	82	17	.	.	PUNCT
cana-1245	83	1	the	the	DET
cana-1245	83	2	fcm	fcm	PROPN
cana-1245	83	3	approach	approach	NOUN
cana-1245	83	4	is	be	AUX
cana-1245	83	5	utilized	utilize	VERB
cana-1245	83	6	strategically	strategically	ADV
cana-1245	83	7	because	because	SCONJ
cana-1245	83	8	to	to	ADP
cana-1245	83	9	its	its	PRON
cana-1245	83	10	capacity	capacity	NOUN
cana-1245	83	11	to	to	PART
cana-1245	83	12	handle	handle	VERB
cana-1245	83	13	ambiguity	ambiguity	NOUN
cana-1245	83	14	and	and	CCONJ
cana-1245	83	15	uncertainty	uncertainty	NOUN
cana-1245	83	16	;	;	PUNCT
cana-1245	83	17	it	it	PRON
cana-1245	83	18	partially	partially	ADV
cana-1245	83	19	considers	consider	VERB
cana-1245	83	20	memberships	membership	NOUN
cana-1245	83	21	while	while	SCONJ
cana-1245	83	22	clustering	cluster	VERB
cana-1245	83	23	data	data	NOUN
cana-1245	83	24	points	point	NOUN
cana-1245	83	25	.	.	PUNCT
cana-1245	84	1	thus	thus	ADV
cana-1245	84	2	,	,	PUNCT
cana-1245	84	3	it	it	PRON
cana-1245	84	4	allows	allow	VERB
cana-1245	84	5	for	for	ADP
cana-1245	84	6	the	the	DET
cana-1245	84	7	recognition	recognition	NOUN
cana-1245	84	8	of	of	ADP
cana-1245	84	9	duplicates	duplicate	NOUN
cana-1245	84	10	and	and	CCONJ
cana-1245	84	11	their	their	PRON
cana-1245	84	12	elimination	elimination	NOUN
cana-1245	84	13	while	while	SCONJ
cana-1245	84	14	at	at	ADP
cana-1245	84	15	the	the	DET
cana-1245	84	16	same	same	ADJ
cana-1245	84	17	acknowledging	acknowledging	NOUN
cana-1245	84	18	data	datum	NOUN
cana-1245	84	19	differences	difference	NOUN
cana-1245	84	20	.	.	PUNCT
cana-1245	85	1	unlike	unlike	ADP
cana-1245	85	2	the	the	DET
cana-1245	85	3	use	use	NOUN
cana-1245	85	4	of	of	ADP
cana-1245	85	5	strict	strict	ADJ
cana-1245	85	6	guidelines	guideline	NOUN
cana-1245	85	7	in	in	ADP
cana-1245	85	8	traditional	traditional	ADJ
cana-1245	85	9	deduplication	deduplication	NOUN
cana-1245	85	10	approach	approach	NOUN
cana-1245	85	11	,	,	PUNCT
cana-1245	85	12	the	the	DET
cana-1245	85	13	methodological	methodological	ADJ
cana-1245	85	14	overview	overview	NOUN
cana-1245	85	15	present	present	ADJ
cana-1245	85	16	a	a	DET
cana-1245	85	17	complex	complex	ADJ
cana-1245	85	18	and	and	CCONJ
cana-1245	85	19	flexible	flexible	ADJ
cana-1245	85	20	method	method	NOUN
cana-1245	85	21	,	,	PUNCT
cana-1245	85	22	which	which	PRON
cana-1245	85	23	specifically	specifically	ADV
cana-1245	85	24	uses	use	VERB
cana-1245	85	25	fcm	fcm	X
cana-1245	85	26	in	in	ADP
cana-1245	85	27	dealing	deal	VERB
cana-1245	85	28	with	with	ADP
cana-1245	85	29	certain	certain	ADJ
cana-1245	85	30	issues	issue	NOUN
cana-1245	85	31	in	in	ADP
cana-1245	85	32	the	the	DET
cana-1245	85	33	data	data	NOUN
cana-1245	85	34	deduplication	deduplication	NOUN
cana-1245	85	35	process	process	NOUN
cana-1245	85	36	[	[	X
cana-1245	85	37	20	20	NUM
cana-1245	85	38	]	]	PUNCT
cana-1245	85	39	.	.	PUNCT
cana-1245	86	1	from	from	ADP
cana-1245	86	2	the	the	DET
cana-1245	86	3	above	above	NOUN
cana-1245	86	4	,	,	PUNCT
cana-1245	86	5	data	datum	NOUN
cana-1245	86	6	deduplication	deduplication	NOUN
cana-1245	86	7	contributes	contribute	VERB
cana-1245	86	8	significantly	significantly	ADV
cana-1245	86	9	towards	towards	ADP
cana-1245	86	10	an	an	DET
cana-1245	86	11	increase	increase	NOUN
cana-1245	86	12	in	in	ADP
cana-1245	86	13	the	the	DET
cana-1245	86	14	workload	workload	NOUN
cana-1245	86	15	in	in	ADP
cana-1245	86	16	creating	create	VERB
cana-1245	86	17	a	a	DET
cana-1245	86	18	firm	firm	ADJ
cana-1245	86	19	strategy	strategy	NOUN
cana-1245	86	20	on	on	ADP
cana-1245	86	21	fcm	fcm	PROPN
cana-1245	86	22	clustering	clustering	NOUN
cana-1245	86	23	.	.	PUNCT
cana-1245	87	1	in	in	ADP
cana-1245	87	2	the	the	DET
cana-1245	87	3	first	first	ADJ
cana-1245	87	4	algorithm	algorithm	NOUN
cana-1245	87	5	,	,	PUNCT
cana-1245	87	6	known	know	VERB
cana-1245	87	7	as	as	ADP
cana-1245	87	8	fuzzy	fuzzy	ADJ
cana-1245	87	9	c	c	NOUN
cana-1245	87	10	-	-	PUNCT
cana-1245	87	11	means	means	NOUN
cana-1245	87	12	clustering	cluster	VERB
cana-1245	87	13	to	to	PART
cana-1245	87	14	demonstrate	demonstrate	VERB
cana-1245	87	15	redundancy	redundancy	NOUN
cana-1245	87	16	of	of	ADP
cana-1245	87	17	data	datum	NOUN
cana-1245	87	18	is	be	AUX
cana-1245	87	19	used	use	VERB
cana-1245	87	20	.	.	PUNCT
cana-1245	88	1	towards	towards	ADP
cana-1245	88	2	addressing	address	VERB
cana-1245	88	3	the	the	DET
cana-1245	88	4	problem	problem	NOUN
cana-1245	88	5	of	of	ADP
cana-1245	88	6	data	data	NOUN
cana-1245	88	7	duplication	duplication	NOUN
cana-1245	88	8	,	,	PUNCT
cana-1245	88	9	it	it	PRON
cana-1245	88	10	aims	aim	VERB
cana-1245	88	11	at	at	ADP
cana-1245	88	12	achieving	achieve	VERB
cana-1245	88	13	its	its	PRON
cana-1245	88	14	goal	goal	NOUN
cana-1245	88	15	with	with	ADP
cana-1245	88	16	the	the	DET
cana-1245	88	17	help	help	NOUN
cana-1245	88	18	of	of	ADP
cana-1245	88	19	fuzzy	fuzzy	ADJ
cana-1245	88	20	c	c	NOUN
cana-1245	88	21	-	-	PUNCT
cana-1245	88	22	means	means	NOUN
cana-1245	88	23	(	(	PUNCT
cana-1245	88	24	fcm	fcm	PROPN
cana-1245	88	25	)	)	PUNCT
cana-1245	88	26	clustering	cluster	VERB
cana-1245	88	27	in	in	ADP
cana-1245	88	28	order	order	NOUN
cana-1245	88	29	to	to	PART
cana-1245	88	30	detect	detect	VERB
cana-1245	88	31	and	and	CCONJ
cana-1245	88	32	,	,	PUNCT
cana-1245	88	33	further	far	ADV
cana-1245	88	34	,	,	PUNCT
cana-1245	88	35	remove	remove	VERB
cana-1245	88	36	the	the	DET
cana-1245	88	37	duplicate	duplicate	ADJ
cana-1245	88	38	data	datum	NOUN
cana-1245	88	39	from	from	ADP
cana-1245	88	40	the	the	DET
cana-1245	88	41	given	give	VERB
cana-1245	88	42	set	set	NOUN
cana-1245	88	43	containing	contain	VERB
cana-1245	88	44	such	such	ADJ
cana-1245	88	45	data	datum	NOUN
cana-1245	88	46	.	.	PUNCT
cana-1245	89	1	for	for	SCONJ
cana-1245	89	2	the	the	DET
cana-1245	89	3	ruleset	ruleset	NOUN
cana-1245	89	4	to	to	PART
cana-1245	89	5	work	work	VERB
cana-1245	89	6	effectively	effectively	ADV
cana-1245	89	7	,	,	PUNCT
cana-1245	89	8	the	the	DET
cana-1245	89	9	dataset	dataset	NOUN
cana-1245	89	10	should	should	AUX
cana-1245	89	11	include	include	VERB
cana-1245	89	12	n	n	ADP
cana-1245	89	13	facts	fact	NOUN
cana-1245	89	14	that	that	PRON
cana-1245	89	15	can	can	AUX
cana-1245	89	16	be	be	AUX
cana-1245	89	17	effective	effective	ADJ
cana-1245	89	18	for	for	ADP
cana-1245	89	19	the	the	DET
cana-1245	89	20	play	play	NOUN
cana-1245	89	21	-	-	PUNCT
cana-1245	89	22	field	field	NOUN
cana-1245	89	23	utility	utility	NOUN
cana-1245	89	24	.	.	PUNCT
cana-1245	90	1	an	an	DET
cana-1245	90	2	exponent	exponent	NOUN
cana-1245	90	3	for	for	ADP
cana-1245	90	4	the	the	DET
cana-1245	90	5	fuzzifier	fuzzifier	NOUN
cana-1245	90	6	,	,	PUNCT
cana-1245	90	7	a	a	DET
cana-1245	90	8	desired	desire	VERB
cana-1245	90	9	number	number	NOUN
cana-1245	90	10	of	of	ADP
cana-1245	90	11	clusters	cluster	NOUN
cana-1245	90	12	,	,	PUNCT
cana-1245	90	13	a	a	DET
cana-1245	90	14	convergence	convergence	NOUN
cana-1245	90	15	threshold	threshold	NOUN
cana-1245	90	16	for	for	ADP
cana-1245	90	17	the	the	DET
cana-1245	90	18	stopping	stopping	NOUN
cana-1245	90	19	criterion	criterion	NOUN
cana-1245	90	20	,	,	PUNCT
cana-1245	90	21	and	and	CCONJ
cana-1245	90	22	the	the	DET
cana-1245	90	23	maximum	maximum	ADJ
cana-1245	90	24	number	number	NOUN
cana-1245	90	25	of	of	ADP
cana-1245	90	26	iterations	iteration	NOUN
cana-1245	90	27	,	,	PUNCT
cana-1245	90	28	which	which	PRON
cana-1245	90	29	is	be	AUX
cana-1245	90	30	denoted	denote	VERB
cana-1245	90	31	by	by	ADP
cana-1245	90	32	max_i	max_i	PROPN
cana-1245	90	33	.	.	PUNCT
cana-1245	91	1	as	as	ADV
cana-1245	91	2	soon	soon	ADV
cana-1245	91	3	as	as	SCONJ
cana-1245	91	4	the	the	DET
cana-1245	91	5	cluster	cluster	NOUN
cana-1245	91	6	centroids	centroid	NOUN
cana-1245	91	7	have	have	AUX
cana-1245	91	8	been	be	AUX
cana-1245	91	9	initialized	initialize	VERB
cana-1245	91	10	,	,	PUNCT
cana-1245	91	11	the	the	DET
cana-1245	91	12	rule	rule	NOUN
cana-1245	91	13	set	set	VERB
cana-1245	91	14	constructs	construct	VERB
cana-1245	91	15	a	a	DET
cana-1245	91	16	membership	membership	NOUN
cana-1245	91	17	matrix	matrix	NOUN
cana-1245	91	18	u	u	NOUN
cana-1245	91	19	at	at	ADP
cana-1245	91	20	random	random	ADJ
cana-1245	91	21	,	,	PUNCT
cana-1245	91	22	where	where	SCONJ
cana-1245	91	23	each	each	DET
cana-1245	91	24	row	row	NOUN
cana-1245	91	25	adds	add	VERB
cana-1245	91	26	up	up	ADP
cana-1245	91	27	to	to	ADP
cana-1245	91	28	one	one	NUM
cana-1245	91	29	.	.	PUNCT
cana-1245	92	1	it	it	PRON
cana-1245	92	2	then	then	ADV
cana-1245	92	3	updates	update	VERB
cana-1245	92	4	the	the	DET
cana-1245	92	5	membership	membership	NOUN
cana-1245	92	6	matrix	matrix	NOUN
cana-1245	92	7	and	and	CCONJ
cana-1245	92	8	repeatedly	repeatedly	ADV
cana-1245	92	9	refines	refine	VERB
cana-1245	92	10	the	the	DET
cana-1245	92	11	cluster	cluster	NOUN
cana-1245	92	12	centroids	centroid	NOUN
cana-1245	92	13	depending	depend	VERB
cana-1245	92	14	on	on	ADP
cana-1245	92	15	the	the	DET
cana-1245	92	16	spacing	spacing	NOUN
cana-1245	92	17	between	between	ADP
cana-1245	92	18	the	the	DET
cana-1245	92	19	data	data	NOUN
cana-1245	92	20	points	point	NOUN
cana-1245	92	21	and	and	CCONJ
cana-1245	92	22	the	the	DET
cana-1245	92	23	cluster	cluster	NOUN
cana-1245	92	24	centers	center	NOUN
cana-1245	92	25	.	.	PUNCT
cana-1245	93	1	once	once	ADV
cana-1245	93	2	convergence	convergence	NOUN
cana-1245	93	3	is	be	AUX
cana-1245	93	4	proven	prove	VERB
cana-1245	93	5	,	,	PUNCT
cana-1245	93	6	the	the	DET
cana-1245	93	7	set	set	NOUN
cana-1245	93	8	of	of	ADP
cana-1245	93	9	criteria	criterion	NOUN
cana-1245	93	10	is	be	AUX
cana-1245	93	11	repeated	repeat	VERB
cana-1245	93	12	until	until	SCONJ
cana-1245	93	13	either	either	DET
cana-1245	93	14	convergence	convergence	NOUN
cana-1245	93	15	is	be	AUX
cana-1245	93	16	achieved	achieve	VERB
cana-1245	93	17	or	or	CCONJ
cana-1245	93	18	the	the	DET
cana-1245	93	19	maximum	maximum	ADJ
cana-1245	93	20	fresh	fresh	ADJ
cana-1245	93	21	release	release	NOUN
cana-1245	93	22	limit	limit	NOUN
cana-1245	93	23	is	be	AUX
cana-1245	93	24	met	meet	VERB
cana-1245	93	25	.	.	PUNCT
cana-1245	94	1	the	the	DET
cana-1245	94	2	end	end	NOUN
cana-1245	94	3	outcome	outcome	NOUN
cana-1245	94	4	is	be	AUX
cana-1245	94	5	a	a	DET
cana-1245	94	6	fuzzy	fuzzy	ADJ
cana-1245	94	7	partition	partition	NOUN
cana-1245	94	8	matrix	matrix	NOUN
cana-1245	94	9	in	in	ADP
cana-1245	94	10	the	the	DET
cana-1245	94	11	form	form	NOUN
cana-1245	94	12	of	of	ADP
cana-1245	94	13	an	an	DET
cana-1245	94	14	o	o	NOUN
cana-1245	94	15	,	,	PUNCT
cana-1245	94	16	which	which	PRON
cana-1245	94	17	displays	display	VERB
cana-1245	94	18	the	the	DET
cana-1245	94	19	degree	degree	NOUN
cana-1245	94	20	of	of	ADP
cana-1245	94	21	relationship	relationship	NOUN
cana-1245	94	22	between	between	ADP
cana-1245	94	23	each	each	DET
cana-1245	94	24	data	data	NOUN
cana-1245	94	25	point	point	NOUN
cana-1245	94	26	and	and	CCONJ
cana-1245	94	27	each	each	DET
cana-1245	94	28	cluster	cluster	NOUN
cana-1245	94	29	.	.	PUNCT
cana-1245	95	1	since	since	SCONJ
cana-1245	95	2	the	the	DET
cana-1245	95	3	strategy	strategy	NOUN
cana-1245	95	4	makes	make	VERB
cana-1245	95	5	versatile	versatile	ADJ
cana-1245	95	6	acclimations	acclimation	NOUN
cana-1245	95	7	to	to	ADP
cana-1245	95	8	the	the	DET
cana-1245	95	9	group	group	NOUN
cana-1245	95	10	tasks	task	NOUN
cana-1245	95	11	utilizing	utilize	VERB
cana-1245	95	12	a	a	DET
cana-1245	95	13	fluffy	fluffy	ADJ
cana-1245	95	14	rationale	rationale	NOUN
cana-1245	95	15	approach	approach	NOUN
cana-1245	95	16	,	,	PUNCT
cana-1245	95	17	obliging	oblige	VERB
cana-1245	95	18	information	information	NOUN
cana-1245	95	19	changes	change	NOUN
cana-1245	95	20	and	and	CCONJ
cana-1245	95	21	vulnerabilities	vulnerability	NOUN
cana-1245	95	22	,	,	PUNCT
cana-1245	95	23	it	it	PRON
cana-1245	95	24	is	be	AUX
cana-1245	95	25	ideally	ideally	ADV
cana-1245	95	26	suited	suit	VERB
cana-1245	95	27	for	for	ADP
cana-1245	95	28	the	the	DET
cana-1245	95	29	deduplication	deduplication	NOUN
cana-1245	95	30	setting	set	VERB
cana-1245	95	31	.	.	PUNCT
cana-1245	96	1	a	a	DET
cana-1245	96	2	fuzzy	fuzzy	ADJ
cana-1245	96	3	partition	partition	NOUN
cana-1245	96	4	matrix	matrix	NOUN
cana-1245	96	5	that	that	PRON
cana-1245	96	6	assists	assist	VERB
cana-1245	96	7	in	in	ADP
cana-1245	96	8	the	the	DET
cana-1245	96	9	identification	identification	NOUN
cana-1245	96	10	and	and	CCONJ
cana-1245	96	11	removal	removal	NOUN
cana-1245	96	12	of	of	ADP
cana-1245	96	13	duplicate	duplicate	ADJ
cana-1245	96	14	data	datum	NOUN
cana-1245	96	15	is	be	AUX
cana-1245	96	16	produced	produce	VERB
cana-1245	96	17	by	by	ADP
cana-1245	96	18	providing	provide	VERB
cana-1245	96	19	a	a	DET
cana-1245	96	20	comprehensive	comprehensive	ADJ
cana-1245	96	21	picture	picture	NOUN
cana-1245	96	22	of	of	ADP
cana-1245	96	23	the	the	DET
cana-1245	96	24	structural	structural	ADJ
cana-1245	96	25	properties	property	NOUN
cana-1245	96	26	of	of	ADP
cana-1245	96	27	the	the	DET
cana-1245	96	28	dataset	dataset	NOUN
cana-1245	96	29	.	.	PUNCT
cana-1245	97	1	algorithm	algorithm	PROPN
cana-1245	97	2	1	1	NUM
cana-1245	97	3	:	:	PUNCT
cana-1245	97	4	data	datum	NOUN
cana-1245	97	5	deduplication	deduplication	NOUN
cana-1245	97	6	with	with	ADP
cana-1245	97	7	fuzzy	fuzzy	ADJ
cana-1245	97	8	c	c	NOUN
cana-1245	97	9	-	-	PUNCT
cana-1245	97	10	means	means	NOUN
cana-1245	97	11	clustering	clustering	NOUN
cana-1245	97	12	:	:	PUNCT
cana-1245	97	13	input	input	NOUN
cana-1245	97	14	:	:	PUNCT
cana-1245	97	15	a	a	DET
cana-1245	97	16	dataset	dataset	NOUN
cana-1245	97	17	ðɘ	ðɘ	VERB
cana-1245	97	18	containing	contain	VERB
cana-1245	97	19	n	n	PRON
cana-1245	97	20	entries	entry	NOUN
cana-1245	97	21	.	.	PUNCT
cana-1245	98	1	a	a	DET
cana-1245	98	2	value	value	NOUN
cana-1245	98	3	representing	represent	VERB
cana-1245	98	4	the	the	DET
cana-1245	98	5	exponent	exponent	NOUN
cana-1245	98	6	of	of	ADP
cana-1245	98	7	a	a	DET
cana-1245	98	8	fuzzy	fuzzy	ADJ
cana-1245	98	9	function	function	NOUN
cana-1245	98	10	.	.	PUNCT
cana-1245	99	1	cluster	cluster	NOUN
cana-1245	99	2	count	count	NOUN
cana-1245	99	3	.	.	PUNCT
cana-1245	100	1	communications	communication	NOUN
cana-1245	100	2	on	on	ADP
cana-1245	100	3	applied	apply	VERB
cana-1245	100	4	nonlinear	nonlinear	ADJ
cana-1245	100	5	analysis	analysis	NOUN
cana-1245	100	6	issn	issn	NOUN
cana-1245	100	7	:	:	PUNCT
cana-1245	100	8	1074	1074	NUM
cana-1245	100	9	-	-	PUNCT
cana-1245	100	10	133x	133x	NUM
cana-1245	100	11	vol	vol	NOUN
cana-1245	100	12	31	31	NUM
cana-1245	100	13	no	no	NOUN
cana-1245	100	14	.	.	PUNCT
cana-1245	101	1	6s	6s	NUM
cana-1245	101	2	(	(	PUNCT
cana-1245	101	3	2024	2024	NUM
cana-1245	101	4	)	)	PUNCT
cana-1245	101	5	586	586	NUM
cana-1245	101	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1245	101	7	the	the	DET
cana-1245	101	8	limiting	limit	VERB
cana-1245	101	9	condition	condition	NOUN
cana-1245	101	10	for	for	ADP
cana-1245	101	11	convergence	convergence	NOUN
cana-1245	101	12	is	be	AUX
cana-1245	101	13	denoted	denote	VERB
cana-1245	101	14	as	as	ADP
cana-1245	101	15	ṱḏ	ṱḏ	PROPN
cana-1245	101	16	.	.	PUNCT
cana-1245	101	17	upper	upper	ADJ
cana-1245	101	18	limit	limit	NOUN
cana-1245	101	19	on	on	ADP
cana-1245	101	20	the	the	DET
cana-1245	101	21	maximum	maximum	ADJ
cana-1245	101	22	number	number	NOUN
cana-1245	101	23	of	of	ADP
cana-1245	101	24	iterations	iteration	NOUN
cana-1245	101	25	.	.	PUNCT
cana-1245	102	1	output	output	NOUN
cana-1245	102	2	:	:	PUNCT
cana-1245	102	3	fuzzy	fuzzy	ADJ
cana-1245	102	4	partition	partition	NOUN
cana-1245	102	5	matrix	matrix	NOUN
cana-1245	102	6	o.	o.	NOUN
cana-1245	102	7	step	step	NOUN
cana-1245	102	8	1	1	NUM
cana-1245	102	9	:	:	PUNCT
cana-1245	102	10	to	to	PART
cana-1245	102	11	begin	begin	VERB
cana-1245	102	12	,	,	PUNCT
cana-1245	102	13	the	the	DET
cana-1245	102	14	membership	membership	NOUN
cana-1245	102	15	matrix	matrix	NOUN
cana-1245	102	16	u	u	NOUN
cana-1245	102	17	o	o	NOUN
cana-1245	102	18	should	should	AUX
cana-1245	102	19	be	be	AUX
cana-1245	102	20	initialized	initialize	VERB
cana-1245	102	21	at	at	ADP
cana-1245	102	22	random	random	ADJ
cana-1245	102	23	,	,	PUNCT
cana-1245	102	24	and	and	CCONJ
cana-1245	102	25	it	it	PRON
cana-1245	102	26	should	should	AUX
cana-1245	102	27	be	be	AUX
cana-1245	102	28	ensured	ensure	VERB
cana-1245	102	29	that	that	SCONJ
cana-1245	102	30	the	the	DET
cana-1245	102	31	sum	sum	NOUN
cana-1245	102	32	of	of	ADP
cana-1245	102	33	all	all	DET
cana-1245	102	34	the	the	DET
cana-1245	102	35	rows	row	NOUN
cana-1245	102	36	is	be	AUX
cana-1245	102	37	equal	equal	ADJ
cana-1245	102	38	to	to	ADP
cana-1245	102	39	1	1	NUM
cana-1245	102	40	.	.	PUNCT
cana-1245	102	41	cluster	cluster	NOUN
cana-1245	102	42	centroids	centroid	NOUN
cana-1245	102	43	c=	c=	NOUN
cana-1245	102	44	{	{	PUNCT
cana-1245	102	45	c1	c1	PROPN
cana-1245	102	46	,	,	PUNCT
cana-1245	102	47	c2	c2	PROPN
cana-1245	102	48	,	,	PUNCT
cana-1245	102	49	...	...	PUNCT
cana-1245	102	50	,	,	PUNCT
cana-1245	102	51	c	c	AUX
cana-1245	102	52	}	}	PUNCT
cana-1245	102	53	should	should	AUX
cana-1245	102	54	be	be	AUX
cana-1245	102	55	randomly	randomly	ADV
cana-1245	102	56	initialized	initialize	VERB
cana-1245	102	57	.	.	PUNCT
cana-1245	103	1	keep	keep	VERB
cana-1245	103	2	doing	do	VERB
cana-1245	103	3	this	this	PRON
cana-1245	103	4	until	until	SCONJ
cana-1245	103	5	you	you	PRON
cana-1245	103	6	achieve	achieve	VERB
cana-1245	103	7	convergence	convergence	NOUN
cana-1245	103	8	or	or	CCONJ
cana-1245	103	9	max_i	max_i	NOUN
cana-1245	103	10	.	.	PUNCT
cana-1245	104	1	step	step	NOUN
cana-1245	104	2	2	2	NUM
cana-1245	104	3	determine	determine	NOUN
cana-1245	104	4	where	where	SCONJ
cana-1245	104	5	the	the	DET
cana-1245	104	6	clusters	cluster	NOUN
cana-1245	104	7	are	be	AUX
cana-1245	104	8	located:𝐶𝑗	located:𝐶𝑗	VERB
cana-1245	104	9	=	=	PUNCT
cana-1245	104	10	∑	∑	PUNCT
cana-1245	104	11	𝑜𝑖𝑗	𝑜𝑖𝑗	X
cana-1245	104	12	ṁ.𝑑𝑝𝑛	ṁ.𝑑𝑝𝑛	NOUN
cana-1245	104	13	𝑖=1	𝑖=1	PROPN
cana-1245	104	14	∑	∑	VERB
cana-1245	104	15	𝑜𝑖𝑗	𝑜𝑖𝑗	NOUN
cana-1245	104	16	ṁ𝑛	ṁ𝑛	ADP
cana-1245	104	17	𝑖=1	𝑖=1	PROPN
cana-1245	104	18	j=1,2,3	j=1,2,3	NUM
cana-1245	104	19	,	,	PUNCT
cana-1245	104	20	,	,	PUNCT
cana-1245	104	21	,	,	PUNCT
cana-1245	104	22	……	……	NOUN
cana-1245	104	23	.	.	PUNCT
cana-1245	105	1	additionally	additionally	ADV
cana-1245	105	2	,	,	PUNCT
cana-1245	105	3	dp	dp	NOUN
cana-1245	105	4	is	be	AUX
cana-1245	105	5	the	the	DET
cana-1245	105	6	location	location	NOUN
cana-1245	105	7	-	-	PUNCT
cana-1245	105	8	based	base	VERB
cana-1245	105	9	data	data	NOUN
cana-1245	105	10	point	point	NOUN
cana-1245	105	11	.	.	PUNCT
cana-1245	106	1	step	step	NOUN
cana-1245	106	2	3	3	NUM
cana-1245	106	3	revise	revise	VERB
cana-1245	106	4	the	the	DET
cana-1245	106	5	array	array	NOUN
cana-1245	106	6	of	of	ADP
cana-1245	106	7	members	member	NOUN
cana-1245	106	8	:	:	PUNCT
cana-1245	106	9	𝑂𝑖𝑗	𝑂𝑖𝑗	NOUN
cana-1245	106	10	=	=	SYM
cana-1245	106	11	1	1	NUM
cana-1245	106	12	∑	∑	PRON
cana-1245	106	13	(	(	PUNCT
cana-1245	106	14	‖𝑑𝑝−𝑐𝑗‖	‖𝑑𝑝−𝑐𝑗‖	NOUN
cana-1245	106	15	‖𝑑𝑝−𝑐𝑘‖	‖𝑑𝑝−𝑐𝑘‖	NOUN
cana-1245	106	16	)	)	PUNCT
cana-1245	106	17	2	2	NUM
cana-1245	106	18	ṁ−1	ṁ−1	PROPN
cana-1245	106	19	ḉ	ḉ	NOUN
cana-1245	106	20	𝑘=1	𝑘=1	PUNCT
cana-1245	106	21	step	step	NOUN
cana-1245	106	22	4	4	NUM
cana-1245	106	23	verify	verify	VERB
cana-1245	106	24	whether	whether	SCONJ
cana-1245	106	25	there	there	PRON
cana-1245	106	26	is	be	VERB
cana-1245	106	27	convergence	convergence	NOUN
cana-1245	106	28	step	step	NOUN
cana-1245	106	29	5	5	NUM
cana-1245	106	30	produce	produce	VERB
cana-1245	106	31	a	a	DET
cana-1245	106	32	fuzzy	fuzzy	ADJ
cana-1245	106	33	partition	partition	NOUN
cana-1245	106	34	diagram	diagram	NOUN
cana-1245	106	35	o.	o.	NOUN
cana-1245	106	36	subsequently	subsequently	ADV
cana-1245	106	37	,	,	PUNCT
cana-1245	106	38	you	you	PRON
cana-1245	106	39	might	might	AUX
cana-1245	106	40	group	group	VERB
cana-1245	106	41	by	by	ADP
cana-1245	106	42	using	use	VERB
cana-1245	106	43	the	the	DET
cana-1245	106	44	fuzzy	fuzzy	ADJ
cana-1245	106	45	c	c	NOUN
cana-1245	106	46	-	-	PUNCT
cana-1245	106	47	means	means	NOUN
cana-1245	106	48	systematically	systematically	ADV
cana-1245	106	49	with	with	ADP
cana-1245	106	50	the	the	DET
cana-1245	106	51	help	help	NOUN
cana-1245	106	52	of	of	ADP
cana-1245	106	53	an	an	DET
cana-1245	106	54	iterative	iterative	NOUN
cana-1245	106	55	procedure	procedure	NOUN
cana-1245	106	56	.	.	PUNCT
cana-1245	107	1	using	use	VERB
cana-1245	107	2	the	the	DET
cana-1245	107	3	membership	membership	NOUN
cana-1245	107	4	matrix	matrix	NOUN
cana-1245	107	5	o	o	NOUN
cana-1245	108	1	it	it	PRON
cana-1245	108	2	is	be	AUX
cana-1245	108	3	possible	possible	ADJ
cana-1245	108	4	to	to	PART
cana-1245	108	5	determine	determine	VERB
cana-1245	108	6	the	the	DET
cana-1245	108	7	degree	degree	NOUN
cana-1245	108	8	of	of	ADP
cana-1245	108	9	relatedness	relatedness	NOUN
cana-1245	108	10	between	between	ADP
cana-1245	108	11	each	each	PRON
cana-1245	108	12	of	of	ADP
cana-1245	108	13	the	the	DET
cana-1245	108	14	data	data	NOUN
cana-1245	108	15	point	point	NOUN
cana-1245	108	16	and	and	CCONJ
cana-1245	108	17	each	each	PRON
cana-1245	108	18	of	of	ADP
cana-1245	108	19	the	the	DET
cana-1245	108	20	clusters	cluster	NOUN
cana-1245	108	21	to	to	PART
cana-1245	108	22	which	which	PRON
cana-1245	108	23	they	they	PRON
cana-1245	108	24	belong	belong	VERB
cana-1245	108	25	the	the	DET
cana-1245	108	26	clusters	cluster	NOUN
cana-1245	108	27	’	'	PUNCT
cana-1245	108	28	as	as	ADV
cana-1245	108	29	well	well	ADV
cana-1245	108	30	as	as	ADP
cana-1245	108	31	the	the	DET
cana-1245	108	32	centroids	centroid	NOUN
cana-1245	108	33	’	'	PUNCT
cana-1245	108	34	memberships	membership	NOUN
cana-1245	108	35	are	be	AUX
cana-1245	108	36	iteratively	iteratively	ADV
cana-1245	108	37	altered	alter	VERB
cana-1245	108	38	by	by	ADP
cana-1245	108	39	the	the	DET
cana-1245	108	40	approach	approach	NOUN
cana-1245	108	41	until	until	SCONJ
cana-1245	108	42	it	it	PRON
cana-1245	108	43	is	be	AUX
cana-1245	108	44	possible	possible	ADJ
cana-1245	108	45	to	to	PART
cana-1245	108	46	either	either	CCONJ
cana-1245	108	47	attain	attain	VERB
cana-1245	108	48	the	the	DET
cana-1245	108	49	required	require	VERB
cana-1245	108	50	convergence	convergence	NOUN
cana-1245	108	51	or	or	CCONJ
cana-1245	108	52	the	the	DET
cana-1245	108	53	stipulated	stipulate	VERB
cana-1245	108	54	maximal	maximal	ADJ
cana-1245	108	55	number	number	NOUN
cana-1245	108	56	of	of	ADP
cana-1245	108	57	iterations	iteration	NOUN
cana-1245	108	58	.	.	PUNCT
cana-1245	109	1	this	this	PRON
cana-1245	109	2	is	be	AUX
cana-1245	109	3	the	the	DET
cana-1245	109	4	exponent	exponent	NOUN
cana-1245	109	5	.	.	PUNCT
cana-1245	110	1	that	that	PRON
cana-1245	110	2	considers	consider	VERB
cana-1245	110	3	incomplete	incomplete	ADJ
cana-1245	110	4	memberships	membership	NOUN
cana-1245	110	5	and	and	CCONJ
cana-1245	110	6	according	accord	VERB
cana-1245	110	7	to	to	ADP
cana-1245	110	8	which	which	PRON
cana-1245	110	9	the	the	DET
cana-1245	110	10	degree	degree	NOUN
cana-1245	110	11	of	of	ADP
cana-1245	110	12	the	the	DET
cana-1245	110	13	fuzziness	fuzziness	NOUN
cana-1245	110	14	in	in	ADP
cana-1245	110	15	the	the	DET
cana-1245	110	16	clustering	clustering	NOUN
cana-1245	110	17	is	be	AUX
cana-1245	110	18	specified	specify	VERB
cana-1245	110	19	.	.	PUNCT
cana-1245	111	1	slightly	slightly	ADV
cana-1245	111	2	less	less	ADV
cana-1245	111	3	essential	essential	ADJ
cana-1245	111	4	,	,	PUNCT
cana-1245	111	5	but	but	CCONJ
cana-1245	111	6	still	still	ADV
cana-1245	111	7	vital	vital	ADJ
cana-1245	111	8	for	for	ADP
cana-1245	111	9	the	the	DET
cana-1245	111	10	process	process	NOUN
cana-1245	111	11	,	,	PUNCT
cana-1245	111	12	is	be	AUX
cana-1245	111	13	the	the	DET
cana-1245	111	14	recognition	recognition	NOUN
cana-1245	111	15	of	of	ADP
cana-1245	111	16	the	the	DET
cana-1245	111	17	fact	fact	NOUN
cana-1245	111	18	that	that	SCONJ
cana-1245	111	19	one	one	PRON
cana-1245	111	20	has	have	AUX
cana-1245	111	21	to	to	PART
cana-1245	111	22	address	address	VERB
cana-1245	111	23	the	the	DET
cana-1245	111	24	issues	issue	NOUN
cana-1245	111	25	of	of	ADP
cana-1245	111	26	mismatched	mismatched	ADJ
cana-1245	111	27	datasets	dataset	NOUN
cana-1245	111	28	and	and	CCONJ
cana-1245	111	29	vagueness	vagueness	NOUN
cana-1245	111	30	.	.	PUNCT
cana-1245	112	1	applying	apply	VERB
cana-1245	112	2	conventional	conventional	ADJ
cana-1245	112	3	deduplication	deduplication	NOUN
cana-1245	112	4	methods	method	NOUN
cana-1245	112	5	may	may	AUX
cana-1245	112	6	prove	prove	VERB
cana-1245	112	7	challenging	challenging	ADJ
cana-1245	112	8	when	when	SCONJ
cana-1245	112	9	dealing	deal	VERB
cana-1245	112	10	with	with	ADP
cana-1245	112	11	the	the	DET
cana-1245	112	12	data	datum	NOUN
cana-1245	112	13	with	with	ADP
cana-1245	112	14	hard	hard	ADJ
cana-1245	112	15	-	-	PUNCT
cana-1245	112	16	to	to	ADP
cana-1245	112	17	-	-	PUNCT
cana-1245	112	18	interpreted	interpret	VERB
cana-1245	112	19	patterns	pattern	NOUN
cana-1245	112	20	or	or	CCONJ
cana-1245	112	21	that	that	PRON
cana-1245	112	22	has	have	VERB
cana-1245	112	23	low	low	ADJ
cana-1245	112	24	match	match	NOUN
cana-1245	112	25	rates	rate	NOUN
cana-1245	112	26	.	.	PUNCT
cana-1245	113	1	the	the	DET
cana-1245	113	2	technique	technique	NOUN
cana-1245	113	3	avoids	avoid	VERB
cana-1245	113	4	these	these	DET
cana-1245	113	5	issues	issue	NOUN
cana-1245	113	6	by	by	ADP
cana-1245	113	7	employing	employ	VERB
cana-1245	113	8	fcm	fcm	PROPN
cana-1245	113	9	clustering	clustering	NOUN
cana-1245	113	10	,	,	PUNCT
cana-1245	113	11	which	which	PRON
cana-1245	113	12	is	be	AUX
cana-1245	113	13	less	less	ADV
cana-1245	113	14	likely	likely	ADJ
cana-1245	113	15	to	to	PART
cana-1245	113	16	face	face	VERB
cana-1245	113	17	issues	issue	NOUN
cana-1245	113	18	regarding	regard	VERB
cana-1245	113	19	the	the	DET
cana-1245	113	20	categorization	categorization	NOUN
cana-1245	113	21	of	of	ADP
cana-1245	113	22	data	datum	NOUN
cana-1245	113	23	points	point	NOUN
cana-1245	113	24	.	.	PUNCT
cana-1245	114	1	the	the	DET
cana-1245	114	2	approach	approach	NOUN
cana-1245	114	3	also	also	ADV
cana-1245	114	4	considers	consider	VERB
cana-1245	114	5	such	such	ADJ
cana-1245	114	6	factors	factor	NOUN
cana-1245	114	7	such	such	ADJ
cana-1245	114	8	as	as	ADP
cana-1245	114	9	uncertainty	uncertainty	NOUN
cana-1245	114	10	that	that	PRON
cana-1245	114	11	is	be	AUX
cana-1245	114	12	apparent	apparent	ADJ
cana-1245	114	13	in	in	ADP
cana-1245	114	14	real	real	ADJ
cana-1245	114	15	-	-	PUNCT
cana-1245	114	16	world	world	NOUN
cana-1245	114	17	data	datum	NOUN
cana-1245	114	18	sets	set	NOUN
cana-1245	114	19	as	as	ADV
cana-1245	114	20	well	well	ADV
cana-1245	114	21	as	as	ADP
cana-1245	114	22	factual	factual	ADJ
cana-1245	114	23	deviations	deviation	NOUN
cana-1245	114	24	.	.	PUNCT
cana-1245	115	1	the	the	DET
cana-1245	115	2	deduplication	deduplication	NOUN
cana-1245	115	3	approach	approach	NOUN
cana-1245	115	4	used	use	VERB
cana-1245	115	5	here	here	ADV
cana-1245	115	6	is	be	AUX
cana-1245	115	7	more	more	ADV
cana-1245	115	8	reliable	reliable	ADJ
cana-1245	115	9	due	due	ADP
cana-1245	115	10	to	to	ADP
cana-1245	115	11	the	the	DET
cana-1245	115	12	fact	fact	NOUN
cana-1245	115	13	of	of	ADP
cana-1245	115	14	flexibility	flexibility	NOUN
cana-1245	115	15	;	;	PUNCT
cana-1245	115	16	it	it	PRON
cana-1245	115	17	is	be	AUX
cana-1245	115	18	capable	capable	ADJ
cana-1245	115	19	of	of	ADP
cana-1245	115	20	weed	weed	NOUN
cana-1245	115	21	out	out	ADP
cana-1245	115	22	duplicity	duplicity	NOUN
cana-1245	115	23	items	item	NOUN
cana-1245	115	24	irrespective	irrespective	ADP
cana-1245	115	25	the	the	DET
cana-1245	115	26	status	status	NOUN
cana-1245	115	27	of	of	ADP
cana-1245	115	28	the	the	DET
cana-1245	115	29	data	data	NOUN
cana-1245	115	30	situation	situation	NOUN
cana-1245	115	31	.	.	PUNCT
cana-1245	116	1	4	4	X
cana-1245	116	2	.	.	X
cana-1245	116	3	result	result	NOUN
cana-1245	116	4	&	&	CCONJ
cana-1245	116	5	analysis	analysis	NOUN
cana-1245	116	6	therefore	therefore	ADV
cana-1245	116	7	,	,	PUNCT
cana-1245	116	8	it	it	PRON
cana-1245	116	9	is	be	AUX
cana-1245	116	10	essential	essential	ADJ
cana-1245	116	11	to	to	PART
cana-1245	116	12	employ	employ	VERB
cana-1245	116	13	the	the	DET
cana-1245	116	14	fuzzy	fuzzy	ADJ
cana-1245	116	15	c	c	NOUN
cana-1245	116	16	-	-	PUNCT
cana-1245	116	17	means	mean	VERB
cana-1245	116	18	clustering	clustering	ADJ
cana-1245	116	19	approach	approach	NOUN
cana-1245	116	20	because	because	SCONJ
cana-1245	116	21	it	it	PRON
cana-1245	116	22	is	be	AUX
cana-1245	116	23	robust	robust	ADJ
cana-1245	116	24	,	,	PUNCT
cana-1245	116	25	elastic	elastic	ADJ
cana-1245	116	26	and	and	CCONJ
cana-1245	116	27	apt	apt	ADJ
cana-1245	116	28	to	to	PART
cana-1245	116	29	manage	manage	VERB
cana-1245	116	30	the	the	DET
cana-1245	116	31	non	non	ADJ
cana-1245	116	32	-	-	ADJ
cana-1245	116	33	certain	certain	ADJ
cana-1245	116	34	environment	environment	NOUN
cana-1245	116	35	.	.	PUNCT
cana-1245	117	1	it	it	PRON
cana-1245	117	2	also	also	ADV
cana-1245	117	3	brings	bring	VERB
cana-1245	117	4	soft	soft	ADJ
cana-1245	117	5	tasks	task	NOUN
cana-1245	117	6	.	.	PUNCT
cana-1245	118	1	the	the	DET
cana-1245	118	2	flexibility	flexibility	NOUN
cana-1245	118	3	of	of	ADP
cana-1245	118	4	the	the	DET
cana-1245	118	5	software	software	NOUN
cana-1245	118	6	to	to	ADP
cana-1245	118	7	various	various	ADJ
cana-1245	118	8	industries	industry	NOUN
cana-1245	118	9	such	such	ADJ
cana-1245	118	10	as	as	ADP
cana-1245	118	11	image	image	NOUN
cana-1245	118	12	processing	processing	NOUN
cana-1245	118	13	,	,	PUNCT
cana-1245	118	14	research	research	NOUN
cana-1245	118	15	,	,	PUNCT
cana-1245	118	16	data	datum	NOUN
cana-1245	118	17	discovery	discovery	NOUN
cana-1245	118	18	affirms	affirm	VERB
cana-1245	118	19	how	how	SCONJ
cana-1245	118	20	critical	critical	ADJ
cana-1245	118	21	it	it	PRON
cana-1245	118	22	is	be	AUX
cana-1245	118	23	to	to	PART
cana-1245	118	24	respond	respond	VERB
cana-1245	118	25	to	to	ADP
cana-1245	118	26	actual	actual	ADJ
cana-1245	118	27	issues	issue	NOUN
cana-1245	118	28	involving	involve	VERB
cana-1245	118	29	complex	complex	ADJ
cana-1245	118	30	and	and	CCONJ
cana-1245	118	31	ambiguous	ambiguous	ADJ
cana-1245	118	32	information	information	NOUN
cana-1245	118	33	.	.	PUNCT
cana-1245	119	1	the	the	DET
cana-1245	119	2	figure	figure	NOUN
cana-1245	119	3	1	1	NUM
cana-1245	119	4	denotes	denote	NOUN
cana-1245	119	5	the	the	DET
cana-1245	119	6	fcm	fcm	PROPN
cana-1245	119	7	clustering	clustering	NOUN
cana-1245	119	8	result	result	NOUN
cana-1245	119	9	’	'	PUNCT
cana-1245	119	10	which	which	PRON
cana-1245	119	11	graphically	graphically	ADV
cana-1245	119	12	enhances	enhance	VERB
cana-1245	119	13	the	the	DET
cana-1245	119	14	given	give	VERB
cana-1245	119	15	dataset	dataset	NOUN
cana-1245	119	16	’s	’s	PART
cana-1245	119	17	readability	readability	NOUN
cana-1245	119	18	through	through	ADP
cana-1245	119	19	the	the	DET
cana-1245	119	20	outlining	outlining	NOUN
cana-1245	119	21	of	of	ADP
cana-1245	119	22	inherent	inherent	ADJ
cana-1245	119	23	tendencies	tendency	NOUN
cana-1245	119	24	and	and	CCONJ
cana-1245	119	25	enabling	enable	VERB
cana-1245	119	26	further	further	ADJ
cana-1245	119	27	data	data	NOUN
cana-1245	119	28	analysis	analysis	NOUN
cana-1245	119	29	.	.	PUNCT
cana-1245	120	1	it	it	PRON
cana-1245	120	2	is	be	AUX
cana-1245	120	3	among	among	ADP
cana-1245	120	4	the	the	DET
cana-1245	120	5	components	component	NOUN
cana-1245	120	6	of	of	ADP
cana-1245	120	7	the	the	DET
cana-1245	120	8	information	information	NOUN
cana-1245	120	9	exploration	exploration	NOUN
cana-1245	120	10	system	system	NOUN
cana-1245	120	11	that	that	PRON
cana-1245	120	12	provides	provide	VERB
cana-1245	120	13	valuable	valuable	ADJ
cana-1245	120	14	characteristics	characteristic	NOUN
cana-1245	120	15	of	of	ADP
cana-1245	120	16	the	the	DET
cana-1245	120	17	data	datum	NOUN
cana-1245	120	18	and	and	CCONJ
cana-1245	120	19	indicates	indicate	VERB
cana-1245	120	20	further	further	ADJ
cana-1245	120	21	studies	study	NOUN
cana-1245	120	22	.	.	PUNCT
cana-1245	121	1	communications	communication	NOUN
cana-1245	121	2	on	on	ADP
cana-1245	121	3	applied	apply	VERB
cana-1245	121	4	nonlinear	nonlinear	ADJ
cana-1245	121	5	analysis	analysis	NOUN
cana-1245	121	6	issn	issn	NOUN
cana-1245	121	7	:	:	PUNCT
cana-1245	121	8	1074	1074	NUM
cana-1245	121	9	-	-	PUNCT
cana-1245	121	10	133x	133x	NUM
cana-1245	121	11	vol	vol	NOUN
cana-1245	121	12	31	31	NUM
cana-1245	121	13	no	no	NOUN
cana-1245	121	14	.	.	PUNCT
cana-1245	122	1	6s	6s	NUM
cana-1245	122	2	(	(	PUNCT
cana-1245	122	3	2024	2024	NUM
cana-1245	122	4	)	)	PUNCT
cana-1245	122	5	587	587	NUM
cana-1245	122	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1245	122	7	figure	figure	NOUN
cana-1245	122	8	1	1	NUM
cana-1245	122	9	fcm	fcm	X
cana-1245	122	10	clustering	clustering	NOUN
cana-1245	122	11	&	&	CCONJ
cana-1245	122	12	deduplicated	deduplicated	ADJ
cana-1245	122	13	data	datum	NOUN
cana-1245	122	14	the	the	DET
cana-1245	122	15	phases	phase	NOUN
cana-1245	122	16	of	of	ADP
cana-1245	122	17	data	datum	NOUN
cana-1245	122	18	processing	processing	NOUN
cana-1245	122	19	are	be	AUX
cana-1245	122	20	presented	present	VERB
cana-1245	122	21	in	in	ADP
cana-1245	122	22	figure	figure	NOUN
cana-1245	122	23	2	2	NUM
cana-1245	122	24	in	in	ADP
cana-1245	122	25	a	a	DET
cana-1245	122	26	temporal	temporal	ADJ
cana-1245	122	27	sequence	sequence	NOUN
cana-1245	122	28	;	;	PUNCT
cana-1245	122	29	the	the	DET
cana-1245	122	30	“	"	PUNCT
cana-1245	122	31	original	original	ADJ
cana-1245	122	32	data	datum	NOUN
cana-1245	122	33	”	"	PUNCT
cana-1245	122	34	phase	phase	NOUN
cana-1245	122	35	stands	stand	VERB
cana-1245	122	36	out	out	ADP
cana-1245	122	37	since	since	SCONJ
cana-1245	122	38	the	the	DET
cana-1245	122	39	factors	factor	NOUN
cana-1245	122	40	and	and	CCONJ
cana-1245	122	41	values	value	NOUN
cana-1245	122	42	are	be	AUX
cana-1245	122	43	displayed	display	VERB
cana-1245	122	44	prominently	prominently	ADV
cana-1245	122	45	.	.	PUNCT
cana-1245	123	1	consequently	consequently	ADV
cana-1245	123	2	,	,	PUNCT
cana-1245	123	3	the	the	DET
cana-1245	123	4	fuzzy	fuzzy	ADJ
cana-1245	123	5	cmeans	cmean	NOUN
cana-1245	123	6	clustering	cluster	VERB
cana-1245	123	7	organizes	organize	VERB
cana-1245	123	8	the	the	DET
cana-1245	123	9	data	data	NOUN
cana-1245	123	10	points	point	NOUN
cana-1245	123	11	into	into	ADP
cana-1245	123	12	cluster	cluster	NOUN
cana-1245	123	13	outcomes	outcome	NOUN
cana-1245	123	14	known	know	VERB
cana-1245	123	15	as	as	ADP
cana-1245	123	16	the	the	DET
cana-1245	123	17	“	"	PUNCT
cana-1245	123	18	fcm	fcm	PROPN
cana-1245	123	19	cluster	cluster	NOUN
cana-1245	123	20	result	result	NOUN
cana-1245	123	21	”	"	PUNCT
cana-1245	123	22	and	and	CCONJ
cana-1245	123	23	uses	use	VERB
cana-1245	123	24	a	a	DET
cana-1245	123	25	color	color	NOUN
cana-1245	123	26	code	code	NOUN
cana-1245	123	27	to	to	PART
cana-1245	123	28	depict	depict	VERB
cana-1245	123	29	the	the	DET
cana-1245	123	30	data	data	NOUN
cana-1245	123	31	points	point	NOUN
cana-1245	123	32	’	'	PUNCT
cana-1245	123	33	membership	membership	NOUN
cana-1245	123	34	in	in	ADP
cana-1245	123	35	the	the	DET
cana-1245	123	36	clusters	cluster	NOUN
cana-1245	123	37	.	.	PUNCT
cana-1245	124	1	it	it	PRON
cana-1245	124	2	can	can	AUX
cana-1245	124	3	be	be	AUX
cana-1245	124	4	suggested	suggest	VERB
cana-1245	124	5	that	that	SCONJ
cana-1245	124	6	by	by	ADP
cana-1245	124	7	view	view	NOUN
cana-1245	124	8	of	of	ADP
cana-1245	124	9	the	the	DET
cana-1245	124	10	“	"	PUNCT
cana-1245	124	11	deduplication	deduplication	NOUN
cana-1245	124	12	data	data	NOUN
cana-1245	124	13	”	"	PUNCT
cana-1245	124	14	picture	picture	NOUN
cana-1245	124	15	,	,	PUNCT
cana-1245	124	16	it	it	PRON
cana-1245	124	17	may	may	AUX
cana-1245	124	18	shrink	shrink	VERB
cana-1245	124	19	the	the	DET
cana-1245	124	20	file	file	NOUN
cana-1245	124	21	size	size	NOUN
cana-1245	124	22	.	.	PUNCT
cana-1245	125	1	regarding	regard	VERB
cana-1245	125	2	the	the	DET
cana-1245	125	3	data	datum	NOUN
cana-1245	125	4	by	by	ADP
cana-1245	125	5	identifying	identify	VERB
cana-1245	125	6	the	the	DET
cana-1245	125	7	items	item	NOUN
cana-1245	125	8	that	that	PRON
cana-1245	125	9	are	be	AUX
cana-1245	125	10	peculiar	peculiar	ADJ
cana-1245	125	11	and	and	CCONJ
cana-1245	125	12	emphasizing	emphasize	VERB
cana-1245	125	13	them	they	PRON
cana-1245	125	14	during	during	ADP
cana-1245	125	15	the	the	DET
cana-1245	125	16	process	process	NOUN
cana-1245	125	17	of	of	ADP
cana-1245	125	18	deduplication	deduplication	NOUN
cana-1245	125	19	,	,	PUNCT
cana-1245	125	20	which	which	PRON
cana-1245	125	21	,	,	PUNCT
cana-1245	125	22	in	in	ADP
cana-1245	125	23	its	its	PRON
cana-1245	125	24	turn	turn	NOUN
cana-1245	125	25	,	,	PUNCT
cana-1245	125	26	improves	improve	VERB
cana-1245	125	27	the	the	DET
cana-1245	125	28	clusters	cluster	NOUN
cana-1245	125	29	.	.	PUNCT
cana-1245	126	1	in	in	ADP
cana-1245	126	2	biometric	biometric	ADJ
cana-1245	126	3	or	or	CCONJ
cana-1245	126	4	when	when	SCONJ
cana-1245	126	5	trying	try	VERB
cana-1245	126	6	to	to	PART
cana-1245	126	7	distinguish	distinguish	VERB
cana-1245	126	8	,	,	PUNCT
cana-1245	126	9	it	it	PRON
cana-1245	126	10	’s	’	VERB
cana-1245	126	11	obvious	obvious	ADJ
cana-1245	126	12	that	that	SCONJ
cana-1245	126	13	it	it	PRON
cana-1245	126	14	becomes	become	VERB
cana-1245	126	15	easy	easy	ADJ
cana-1245	126	16	to	to	PART
cana-1245	126	17	distinguish	distinguish	VERB
cana-1245	126	18	the	the	DET
cana-1245	126	19	data	datum	NOUN
cana-1245	126	20	and	and	CCONJ
cana-1245	126	21	understand	understand	VERB
cana-1245	126	22	how	how	SCONJ
cana-1245	126	23	the	the	DET
cana-1245	126	24	data	data	NOUN
cana-1245	126	25	is	be	AUX
cana-1245	126	26	grouped	group	VERB
cana-1245	126	27	,	,	PUNCT
cana-1245	126	28	by	by	ADP
cana-1245	126	29	these	these	DET
cana-1245	126	30	visuals	visual	NOUN
cana-1245	126	31	highlighting	highlight	VERB
cana-1245	126	32	the	the	DET
cana-1245	126	33	difference	difference	NOUN
cana-1245	126	34	from	from	ADP
cana-1245	126	35	the	the	DET
cana-1245	126	36	unstructured	unstructured	ADJ
cana-1245	126	37	data	datum	NOUN
cana-1245	126	38	to	to	ADP
cana-1245	126	39	the	the	DET
cana-1245	126	40	grouped	group	VERB
cana-1245	126	41	representation	representation	NOUN
cana-1245	126	42	and	and	CCONJ
cana-1245	126	43	then	then	ADV
cana-1245	126	44	the	the	DET
cana-1245	126	45	improved	improved	ADJ
cana-1245	126	46	collection	collection	NOUN
cana-1245	126	47	of	of	ADP
cana-1245	126	48	the	the	DET
cana-1245	126	49	unique	unique	ADJ
cana-1245	126	50	records	record	NOUN
cana-1245	126	51	.	.	PUNCT
cana-1245	127	1	figure	figure	VERB
cana-1245	127	2	2	2	NUM
cana-1245	127	3	data	datum	NOUN
cana-1245	127	4	without	without	ADP
cana-1245	127	5	duplication	duplication	NOUN
cana-1245	127	6	and	and	CCONJ
cana-1245	127	7	fcm	fcm	VERB
cana-1245	127	8	clustering	clustering	ADJ
cana-1245	127	9	figure	figure	NOUN
cana-1245	127	10	3	3	NUM
cana-1245	127	11	illustrates	illustrate	VERB
cana-1245	127	12	the	the	DET
cana-1245	127	13	three	three	NUM
cana-1245	127	14	components	component	NOUN
cana-1245	127	15	focusing	focus	VERB
cana-1245	127	16	on	on	ADP
cana-1245	127	17	the	the	DET
cana-1245	127	18	data	data	NOUN
cana-1245	127	19	processing	processing	NOUN
cana-1245	127	20	procedure	procedure	NOUN
cana-1245	127	21	.	.	PUNCT
cana-1245	128	1	the	the	DET
cana-1245	128	2	first	first	ADJ
cana-1245	128	3	data	datum	NOUN
cana-1245	128	4	organization	organization	NOUN
cana-1245	128	5	level	level	NOUN
cana-1245	128	6	seen	see	VERB
cana-1245	128	7	is	be	AUX
cana-1245	128	8	the	the	DET
cana-1245	128	9	“	"	PUNCT
cana-1245	128	10	original	original	ADJ
cana-1245	128	11	data	datum	NOUN
cana-1245	128	12	”	"	PUNCT
cana-1245	128	13	as	as	SCONJ
cana-1245	128	14	depicted	depict	VERB
cana-1245	128	15	on	on	ADP
cana-1245	128	16	the	the	DET
cana-1245	128	17	screen	screen	NOUN
cana-1245	128	18	below	below	ADV
cana-1245	128	19	.	.	PUNCT
cana-1245	129	1	the	the	DET
cana-1245	129	2	‘	'	PUNCT
cana-1245	129	3	fcm	fcm	X
cana-1245	129	4	cluster	cluster	NOUN
cana-1245	129	5	’	'	PUNCT
cana-1245	129	6	image	image	NOUN
cana-1245	129	7	which	which	PRON
cana-1245	129	8	helps	help	VERB
cana-1245	129	9	in	in	ADP
cana-1245	129	10	identifying	identify	VERB
cana-1245	129	11	the	the	DET
cana-1245	129	12	patterns	pattern	NOUN
cana-1245	129	13	after	after	ADP
cana-1245	129	14	applying	apply	VERB
cana-1245	129	15	the	the	DET
cana-1245	129	16	fuzzy	fuzzy	ADJ
cana-1245	129	17	c	c	NOUN
cana-1245	129	18	-	-	PUNCT
cana-1245	129	19	means	means	NOUN
cana-1245	129	20	clustering	clustering	NOUN
cana-1245	129	21	sometime	sometime	ADV
cana-1245	129	22	has	have	VERB
cana-1245	129	23	clustered	clustered	ADJ
cana-1245	129	24	pattern	pattern	NOUN
cana-1245	129	25	in	in	ADP
cana-1245	129	26	the	the	DET
cana-1245	129	27	different	different	ADJ
cana-1245	129	28	colors	color	NOUN
cana-1245	129	29	.	.	PUNCT
cana-1245	130	1	the	the	DET
cana-1245	130	2	“	"	PUNCT
cana-1245	130	3	deduplication	deduplication	NOUN
cana-1245	130	4	data	datum	NOUN
cana-1245	130	5	”	"	PUNCT
cana-1245	130	6	image	image	NOUN
cana-1245	130	7	gives	give	VERB
cana-1245	130	8	a	a	DET
cana-1245	130	9	better	well	ADJ
cana-1245	130	10	understanding	understanding	NOUN
cana-1245	130	11	of	of	ADP
cana-1245	130	12	these	these	DET
cana-1245	130	13	clusters	cluster	NOUN
cana-1245	130	14	through	through	ADP
cana-1245	130	15	differentiating	differentiate	VERB
cana-1245	130	16	the	the	DET
cana-1245	130	17	data	datum	NOUN
cana-1245	130	18	that	that	PRON
cana-1245	130	19	has	have	AUX
cana-1245	130	20	been	be	AUX
cana-1245	130	21	deduplicated	deduplicate	VERB
cana-1245	130	22	.	.	PUNCT
cana-1245	131	1	together	together	ADV
cana-1245	131	2	with	with	ADP
cana-1245	131	3	these	these	DET
cana-1245	131	4	visuals	visual	NOUN
cana-1245	131	5	,	,	PUNCT
cana-1245	131	6	the	the	DET
cana-1245	131	7	histogram	histogram	NOUN
cana-1245	131	8	with	with	ADP
cana-1245	131	9	the	the	DET
cana-1245	131	10	label	label	NOUN
cana-1245	131	11	“	"	PUNCT
cana-1245	131	12	distribution	distribution	NOUN
cana-1245	131	13	of	of	ADP
cana-1245	131	14	cluster	cluster	NOUN
cana-1245	131	15	membership	membership	NOUN
cana-1245	131	16	”	"	PUNCT
cana-1245	131	17	provides	provide	VERB
cana-1245	131	18	a	a	DET
cana-1245	131	19	wider	wide	ADJ
cana-1245	131	20	view	view	NOUN
cana-1245	131	21	of	of	ADP
cana-1245	131	22	how	how	SCONJ
cana-1245	131	23	the	the	DET
cana-1245	131	24	points	point	NOUN
cana-1245	131	25	are	be	AUX
cana-1245	131	26	distributed	distribute	VERB
cana-1245	131	27	within	within	ADP
cana-1245	131	28	the	the	DET
cana-1245	131	29	obtained	obtain	VERB
cana-1245	131	30	clusters	cluster	NOUN
cana-1245	131	31	the	the	DET
cana-1245	131	32	numeric	numeric	ADJ
cana-1245	131	33	evaluation	evaluation	NOUN
cana-1245	131	34	of	of	ADP
cana-1245	131	35	the	the	DET
cana-1245	131	36	communications	communication	NOUN
cana-1245	131	37	on	on	ADP
cana-1245	131	38	applied	apply	VERB
cana-1245	131	39	nonlinear	nonlinear	ADJ
cana-1245	131	40	analysis	analysis	NOUN
cana-1245	131	41	issn	issn	NOUN
cana-1245	131	42	:	:	PUNCT
cana-1245	131	43	1074	1074	NUM
cana-1245	131	44	-	-	PUNCT
cana-1245	131	45	133x	133x	NUM
cana-1245	131	46	vol	vol	NOUN
cana-1245	131	47	31	31	NUM
cana-1245	131	48	no	no	NOUN
cana-1245	131	49	.	.	PUNCT
cana-1245	132	1	6s	6s	NUM
cana-1245	132	2	(	(	PUNCT
cana-1245	132	3	2024	2024	NUM
cana-1245	132	4	)	)	PUNCT
cana-1245	132	5	588	588	NUM
cana-1245	132	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1245	132	7	deduplication	deduplication	NOUN
cana-1245	132	8	efficiency	efficiency	NOUN
cana-1245	132	9	and	and	CCONJ
cana-1245	132	10	time	time	NOUN
cana-1245	132	11	-	-	PUNCT
cana-1245	132	12	consuming	consuming	NOUN
cana-1245	132	13	is	be	AUX
cana-1245	132	14	available	available	ADJ
cana-1245	132	15	under	under	ADP
cana-1245	132	16	the	the	DET
cana-1245	132	17	titles	title	NOUN
cana-1245	132	18	“	"	PUNCT
cana-1245	132	19	number	number	NOUN
cana-1245	132	20	of	of	ADP
cana-1245	132	21	unique	unique	ADJ
cana-1245	132	22	records	record	NOUN
cana-1245	132	23	retained	retain	VERB
cana-1245	132	24	”	"	PUNCT
cana-1245	132	25	and	and	CCONJ
cana-1245	132	26	“	"	PUNCT
cana-1245	132	27	execution	execution	NOUN
cana-1245	132	28	time	time	NOUN
cana-1245	132	29	”	"	PUNCT
cana-1245	132	30	correspondingly	correspondingly	ADV
cana-1245	132	31	.	.	PUNCT
cana-1245	133	1	as	as	ADP
cana-1245	133	2	a	a	DET
cana-1245	133	3	whole	whole	NOUN
cana-1245	133	4	,	,	PUNCT
cana-1245	133	5	such	such	ADJ
cana-1245	133	6	visualizations	visualization	NOUN
cana-1245	133	7	offer	offer	VERB
cana-1245	133	8	the	the	DET
cana-1245	133	9	entire	entire	ADJ
cana-1245	133	10	story	story	NOUN
cana-1245	133	11	about	about	ADP
cana-1245	133	12	the	the	DET
cana-1245	133	13	dataset	dataset	NOUN
cana-1245	133	14	including	include	VERB
cana-1245	133	15	data	datum	NOUN
cana-1245	133	16	processing	processing	NOUN
cana-1245	133	17	,	,	PUNCT
cana-1245	133	18	grouping	grouping	NOUN
cana-1245	133	19	,	,	PUNCT
cana-1245	133	20	deletion	deletion	NOUN
cana-1245	133	21	of	of	ADP
cana-1245	133	22	similar	similar	ADJ
cana-1245	133	23	data	datum	NOUN
cana-1245	133	24	,	,	PUNCT
cana-1245	133	25	assessment	assessment	NOUN
cana-1245	133	26	of	of	ADP
cana-1245	133	27	the	the	DET
cana-1245	133	28	performance	performance	NOUN
cana-1245	133	29	,	,	PUNCT
cana-1245	133	30	and	and	CCONJ
cana-1245	133	31	providing	provide	VERB
cana-1245	133	32	the	the	DET
cana-1245	133	33	viewers	viewer	NOUN
cana-1245	133	34	with	with	ADP
cana-1245	133	35	complete	complete	ADJ
cana-1245	133	36	information	information	NOUN
cana-1245	133	37	about	about	ADP
cana-1245	133	38	the	the	DET
cana-1245	133	39	properties	property	NOUN
cana-1245	133	40	of	of	ADP
cana-1245	133	41	the	the	DET
cana-1245	133	42	dataset	dataset	NOUN
cana-1245	133	43	and	and	CCONJ
cana-1245	133	44	patterns	pattern	NOUN
cana-1245	133	45	regarding	regard	VERB
cana-1245	133	46	its	its	PRON
cana-1245	133	47	processing	processing	NOUN
cana-1245	133	48	.	.	PUNCT
cana-1245	134	1	figure	figure	NOUN
cana-1245	134	2	3	3	NUM
cana-1245	134	3	fcm	fcm	X
cana-1245	134	4	with	with	ADP
cana-1245	134	5	cluster	cluster	NOUN
cana-1245	134	6	membership	membership	NOUN
cana-1245	134	7	distribution	distribution	NOUN
cana-1245	134	8	,	,	PUNCT
cana-1245	134	9	execution	execution	NOUN
cana-1245	134	10	time	time	NOUN
cana-1245	134	11	,	,	PUNCT
cana-1245	134	12	and	and	CCONJ
cana-1245	134	13	unique	unique	ADJ
cana-1245	134	14	record	record	NOUN
cana-1245	134	15	retention	retention	NOUN
cana-1245	134	16	about	about	ADP
cana-1245	134	17	the	the	DET
cana-1245	134	18	influence	influence	NOUN
cana-1245	134	19	of	of	ADP
cana-1245	134	20	the	the	DET
cana-1245	134	21	fuzzifier	fuzzifier	NOUN
cana-1245	134	22	exponent	exponent	NOUN
cana-1245	134	23	,	,	PUNCT
cana-1245	134	24	figure	figure	VERB
cana-1245	134	25	4	4	NUM
cana-1245	134	26	depicts	depict	VERB
cana-1245	134	27	the	the	DET
cana-1245	134	28	execution	execution	NOUN
cana-1245	134	29	time	time	NOUN
cana-1245	134	30	regarding	regard	VERB
cana-1245	134	31	the	the	DET
cana-1245	134	32	number	number	NOUN
cana-1245	134	33	of	of	ADP
cana-1245	134	34	records	record	NOUN
cana-1245	134	35	that	that	PRON
cana-1245	134	36	are	be	AUX
cana-1245	134	37	kept	keep	VERB
cana-1245	134	38	in	in	ADP
cana-1245	134	39	their	their	PRON
cana-1245	134	40	original	original	ADJ
cana-1245	134	41	state	state	NOUN
cana-1245	134	42	.	.	PUNCT
cana-1245	135	1	the	the	DET
cana-1245	135	2	value	value	NOUN
cana-1245	135	3	on	on	ADP
cana-1245	135	4	the	the	DET
cana-1245	135	5	x	x	NOUN
cana-1245	135	6	-	-	NOUN
cana-1245	135	7	axis	axis	NOUN
cana-1245	135	8	concerning	concern	VERB
cana-1245	135	9	the	the	DET
cana-1245	135	10	fuzzifier	fuzzifier	NOUN
cana-1245	135	11	setting	setting	NOUN
cana-1245	135	12	,	,	PUNCT
cana-1245	135	13	which	which	PRON
cana-1245	135	14	measures	measure	VERB
cana-1245	135	15	the	the	DET
cana-1245	135	16	degree	degree	NOUN
cana-1245	135	17	of	of	ADP
cana-1245	135	18	freedom	freedom	NOUN
cana-1245	135	19	in	in	ADP
cana-1245	135	20	the	the	DET
cana-1245	135	21	allocation	allocation	NOUN
cana-1245	135	22	of	of	ADP
cana-1245	135	23	the	the	DET
cana-1245	135	24	clusters	cluster	NOUN
cana-1245	135	25	.	.	PUNCT
cana-1245	136	1	the	the	DET
cana-1245	136	2	total	total	ADJ
cana-1245	136	3	number	number	NOUN
cana-1245	136	4	of	of	ADP
cana-1245	136	5	unique	unique	ADJ
cana-1245	136	6	records	record	NOUN
cana-1245	136	7	and	and	CCONJ
cana-1245	136	8	execution	execution	NOUN
cana-1245	136	9	time	time	NOUN
cana-1245	136	10	of	of	ADP
cana-1245	136	11	the	the	DET
cana-1245	136	12	process	process	NOUN
cana-1245	136	13	is	be	AUX
cana-1245	136	14	represented	represent	VERB
cana-1245	136	15	on	on	ADP
cana-1245	136	16	the	the	DET
cana-1245	136	17	y	y	ADJ
cana-1245	136	18	-	-	PUNCT
cana-1245	136	19	coordinate	coordinate	NOUN
cana-1245	136	20	axis	axis	NOUN
cana-1245	136	21	.	.	PUNCT
cana-1245	137	1	as	as	ADP
cana-1245	137	2	the	the	DET
cana-1245	137	3	extent	extent	NOUN
cana-1245	137	4	to	to	PART
cana-1245	137	5	which	which	PRON
cana-1245	137	6	the	the	DET
cana-1245	137	7	fuzzifier	fuzzifier	ADJ
cana-1245	137	8	exponent	exponent	NOUN
cana-1245	137	9	is	be	AUX
cana-1245	137	10	adjusted	adjust	VERB
cana-1245	137	11	,	,	PUNCT
cana-1245	137	12	it	it	PRON
cana-1245	137	13	is	be	AUX
cana-1245	137	14	demonstrated	demonstrate	VERB
cana-1245	137	15	that	that	SCONJ
cana-1245	137	16	this	this	PRON
cana-1245	137	17	has	have	VERB
cana-1245	137	18	an	an	DET
cana-1245	137	19	impact	impact	NOUN
cana-1245	137	20	on	on	ADP
cana-1245	137	21	the	the	DET
cana-1245	137	22	relationship	relationship	NOUN
cana-1245	137	23	between	between	ADP
cana-1245	137	24	the	the	DET
cana-1245	137	25	ratio	ratio	NOUN
cana-1245	137	26	of	of	ADP
cana-1245	137	27	computational	computational	ADJ
cana-1245	137	28	efficiency	efficiency	NOUN
cana-1245	137	29	that	that	PRON
cana-1245	137	30	is	be	AUX
cana-1245	137	31	expressed	express	VERB
cana-1245	137	32	in	in	ADP
cana-1245	137	33	terms	term	NOUN
cana-1245	137	34	of	of	ADP
cana-1245	137	35	execution	execution	NOUN
cana-1245	137	36	time	time	NOUN
cana-1245	137	37	and	and	CCONJ
cana-1245	137	38	the	the	DET
cana-1245	137	39	database	database	NOUN
cana-1245	137	40	distinctiveness	distinctiveness	NOUN
cana-1245	137	41	where	where	SCONJ
cana-1245	137	42	the	the	DET
cana-1245	137	43	proportion	proportion	NOUN
cana-1245	137	44	of	of	ADP
cana-1245	137	45	records	record	NOUN
cana-1245	137	46	that	that	PRON
cana-1245	137	47	are	be	AUX
cana-1245	137	48	made	make	VERB
cana-1245	137	49	unique	unique	ADJ
cana-1245	137	50	within	within	ADP
cana-1245	137	51	a	a	DET
cana-1245	137	52	specific	specific	ADJ
cana-1245	137	53	database	database	NOUN
cana-1245	137	54	are	be	AUX
cana-1245	137	55	considered	consider	VERB
cana-1245	137	56	.	.	PUNCT
cana-1245	138	1	this	this	DET
cana-1245	138	2	figure	figure	NOUN
cana-1245	138	3	also	also	ADV
cana-1245	138	4	shows	show	VERB
cana-1245	138	5	a	a	DET
cana-1245	138	6	correlation	correlation	NOUN
cana-1245	138	7	between	between	ADP
cana-1245	138	8	these	these	DET
cana-1245	138	9	two	two	NUM
cana-1245	138	10	factors	factor	NOUN
cana-1245	138	11	.	.	PUNCT
cana-1245	139	1	by	by	ADP
cana-1245	139	2	observing	observe	VERB
cana-1245	139	3	this	this	DET
cana-1245	139	4	picture	picture	NOUN
cana-1245	139	5	,	,	PUNCT
cana-1245	139	6	you	you	PRON
cana-1245	139	7	can	can	AUX
cana-1245	139	8	decide	decide	VERB
cana-1245	139	9	the	the	DET
cana-1245	139	10	proper	proper	ADJ
cana-1245	139	11	worth	worth	NOUN
cana-1245	139	12	of	of	ADP
cana-1245	139	13	the	the	DET
cana-1245	139	14	fuzzifier	fuzzifier	NOUN
cana-1245	139	15	so	so	SCONJ
cana-1245	139	16	that	that	SCONJ
cana-1245	139	17	not	not	PART
cana-1245	139	18	that	that	PRON
cana-1245	139	19	much	much	ADJ
cana-1245	139	20	amount	amount	NOUN
cana-1245	139	21	of	of	ADP
cana-1245	139	22	computation	computation	NOUN
cana-1245	139	23	is	be	AUX
cana-1245	139	24	needed	need	VERB
cana-1245	139	25	for	for	ADP
cana-1245	139	26	deduplication	deduplication	NOUN
cana-1245	139	27	but	but	CCONJ
cana-1245	139	28	at	at	ADP
cana-1245	139	29	the	the	DET
cana-1245	139	30	same	same	ADJ
cana-1245	139	31	time	time	NOUN
cana-1245	139	32	,	,	PUNCT
cana-1245	139	33	a	a	DET
cana-1245	139	34	huge	huge	ADJ
cana-1245	139	35	amount	amount	NOUN
cana-1245	139	36	of	of	ADP
cana-1245	139	37	data	datum	NOUN
cana-1245	139	38	that	that	PRON
cana-1245	139	39	is	be	AUX
cana-1245	139	40	entirely	entirely	ADV
cana-1245	139	41	rid	rid	VERB
cana-1245	139	42	of	of	ADP
cana-1245	139	43	duplication	duplication	NOUN
cana-1245	139	44	can	can	AUX
cana-1245	139	45	be	be	AUX
cana-1245	139	46	stored	store	VERB
cana-1245	139	47	.	.	PUNCT
cana-1245	140	1	in	in	ADP
cana-1245	140	2	this	this	DET
cana-1245	140	3	study	study	NOUN
cana-1245	140	4	,	,	PUNCT
cana-1245	140	5	significant	significant	ADJ
cana-1245	140	6	insights	insight	NOUN
cana-1245	140	7	on	on	ADP
cana-1245	140	8	how	how	SCONJ
cana-1245	140	9	the	the	DET
cana-1245	140	10	fuzzifier	fuzzifier	NOUN
cana-1245	140	11	setting	setting	NOUN
cana-1245	140	12	affects	affect	VERB
cana-1245	140	13	the	the	DET
cana-1245	140	14	algorithm	algorithm	NOUN
cana-1245	140	15	response	response	NOUN
cana-1245	140	16	is	be	AUX
cana-1245	140	17	contained	contain	VERB
cana-1245	140	18	in	in	ADP
cana-1245	140	19	this	this	DET
cana-1245	140	20	paper	paper	NOUN
cana-1245	140	21	.	.	PUNCT
cana-1245	141	1	communications	communication	NOUN
cana-1245	141	2	on	on	ADP
cana-1245	141	3	applied	apply	VERB
cana-1245	141	4	nonlinear	nonlinear	ADJ
cana-1245	141	5	analysis	analysis	NOUN
cana-1245	141	6	issn	issn	NOUN
cana-1245	141	7	:	:	PUNCT
cana-1245	141	8	1074	1074	NUM
cana-1245	141	9	-	-	PUNCT
cana-1245	141	10	133x	133x	NUM
cana-1245	141	11	vol	vol	NOUN
cana-1245	141	12	31	31	NUM
cana-1245	141	13	no	no	NOUN
cana-1245	141	14	.	.	PUNCT
cana-1245	142	1	6s	6s	NUM
cana-1245	142	2	(	(	PUNCT
cana-1245	142	3	2024	2024	NUM
cana-1245	142	4	)	)	PUNCT
cana-1245	142	5	589	589	NUM
cana-1245	143	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-1245	143	2	figure	figure	NOUN
cana-1245	143	3	4	4	NUM
cana-1245	143	4	factors	factor	NOUN
cana-1245	143	5	affecting	affect	VERB
cana-1245	143	6	fuzzifier	fuzzifier	ADJ
cana-1245	143	7	performance	performance	NOUN
cana-1245	143	8	vs.	vs.	ADP
cana-1245	143	9	runtime	runtime	NOUN
cana-1245	143	10	and	and	CCONJ
cana-1245	143	11	individual	individual	ADJ
cana-1245	143	12	records	record	NOUN
cana-1245	143	13	the	the	DET
cana-1245	143	14	results	result	NOUN
cana-1245	143	15	provide	provide	VERB
cana-1245	143	16	a	a	DET
cana-1245	143	17	thorough	thorough	ADJ
cana-1245	143	18	depiction	depiction	NOUN
cana-1245	143	19	of	of	ADP
cana-1245	143	20	the	the	DET
cana-1245	143	21	data	data	NOUN
cana-1245	143	22	processing	processing	NOUN
cana-1245	143	23	procedure	procedure	NOUN
cana-1245	143	24	,	,	PUNCT
cana-1245	143	25	starting	start	VERB
cana-1245	143	26	with	with	ADP
cana-1245	143	27	the	the	DET
cana-1245	143	28	figure	figure	NOUN
cana-1245	143	29	titled	title	VERB
cana-1245	143	30	"	"	PUNCT
cana-1245	143	31	original	original	ADJ
cana-1245	143	32	data	datum	NOUN
cana-1245	143	33	,	,	PUNCT
cana-1245	143	34	"	"	PUNCT
cana-1245	143	35	going	go	VERB
cana-1245	143	36	on	on	ADP
cana-1245	143	37	to	to	ADP
cana-1245	143	38	the	the	DET
cana-1245	143	39	figure	figure	NOUN
cana-1245	143	40	titled	title	VERB
cana-1245	143	41	"	"	PUNCT
cana-1245	143	42	fcm	fcm	PROPN
cana-1245	143	43	cluster	cluster	NOUN
cana-1245	143	44	,	,	PUNCT
cana-1245	143	45	"	"	PUNCT
cana-1245	143	46	and	and	CCONJ
cana-1245	143	47	concluding	conclude	VERB
cana-1245	143	48	with	with	ADP
cana-1245	143	49	the	the	DET
cana-1245	143	50	figure	figure	NOUN
cana-1245	143	51	titled	title	VERB
cana-1245	143	52	"	"	PUNCT
cana-1245	143	53	deduplication	deduplication	NOUN
cana-1245	143	54	data	datum	NOUN
cana-1245	143	55	,	,	PUNCT
cana-1245	143	56	"	"	PUNCT
cana-1245	143	57	which	which	PRON
cana-1245	143	58	distinguishes	distinguish	VERB
cana-1245	143	59	between	between	ADP
cana-1245	143	60	various	various	ADJ
cana-1245	143	61	entries	entry	NOUN
cana-1245	143	62	.	.	PUNCT
cana-1245	144	1	histograms	histogram	NOUN
cana-1245	144	2	illustrate	illustrate	VERB
cana-1245	144	3	how	how	SCONJ
cana-1245	144	4	data	data	NOUN
cana-1245	144	5	points	point	NOUN
cana-1245	144	6	are	be	AUX
cana-1245	144	7	distributed	distribute	VERB
cana-1245	144	8	inside	inside	ADP
cana-1245	144	9	clusters	cluster	NOUN
cana-1245	144	10	,	,	PUNCT
cana-1245	144	11	and	and	CCONJ
cana-1245	144	12	the	the	DET
cana-1245	144	13	"	"	PUNCT
cana-1245	144	14	distribution	distribution	NOUN
cana-1245	144	15	of	of	ADP
cana-1245	144	16	cluster	cluster	NOUN
cana-1245	144	17	membership	membership	NOUN
cana-1245	144	18	"	"	PUNCT
cana-1245	144	19	histogram	histogram	NOUN
cana-1245	144	20	is	be	AUX
cana-1245	144	21	an	an	DET
cana-1245	144	22	improvement	improvement	NOUN
cana-1245	144	23	over	over	ADP
cana-1245	144	24	prior	prior	ADJ
cana-1245	144	25	representations	representation	NOUN
cana-1245	144	26	that	that	PRON
cana-1245	144	27	showed	show	VERB
cana-1245	144	28	how	how	SCONJ
cana-1245	144	29	data	data	NOUN
cana-1245	144	30	points	point	NOUN
cana-1245	144	31	were	be	AUX
cana-1245	144	32	dispersed	disperse	VERB
cana-1245	144	33	.	.	PUNCT
cana-1245	145	1	two	two	NUM
cana-1245	145	2	measures	measure	NOUN
cana-1245	145	3	that	that	PRON
cana-1245	145	4	have	have	AUX
cana-1245	145	5	been	be	AUX
cana-1245	145	6	suggested	suggest	VERB
cana-1245	145	7	to	to	PART
cana-1245	145	8	be	be	AUX
cana-1245	145	9	used	use	VERB
cana-1245	145	10	in	in	ADP
cana-1245	145	11	order	order	NOUN
cana-1245	145	12	to	to	PART
cana-1245	145	13	make	make	VERB
cana-1245	145	14	the	the	DET
cana-1245	145	15	evaluation	evaluation	NOUN
cana-1245	145	16	of	of	ADP
cana-1245	145	17	the	the	DET
cana-1245	145	18	deduplication	deduplication	NOUN
cana-1245	145	19	process	process	NOUN
cana-1245	145	20	with	with	ADP
cana-1245	145	21	regards	regard	NOUN
cana-1245	145	22	to	to	ADP
cana-1245	145	23	computational	computational	ADJ
cana-1245	145	24	efficiency	efficiency	NOUN
cana-1245	145	25	and	and	CCONJ
cana-1245	145	26	success	success	NOUN
cana-1245	145	27	are	be	AUX
cana-1245	145	28	time	time	NOUN
cana-1245	145	29	to	to	ADP
cana-1245	145	30	execution	execution	NOUN
cana-1245	145	31	and	and	CCONJ
cana-1245	145	32	unique	unique	ADJ
cana-1245	145	33	records	record	NOUN
cana-1245	145	34	retained	retain	VERB
cana-1245	145	35	.	.	PUNCT
cana-1245	146	1	the	the	DET
cana-1245	146	2	final	final	ADJ
cana-1245	146	3	example	example	NOUN
cana-1245	146	4	shows	show	VERB
cana-1245	146	5	how	how	SCONJ
cana-1245	146	6	the	the	DET
cana-1245	146	7	structure	structure	NOUN
cana-1245	146	8	of	of	ADP
cana-1245	146	9	the	the	DET
cana-1245	146	10	fuzzifier	fuzzifier	NOUN
cana-1245	146	11	exponents	exponent	NOUN
cana-1245	146	12	influences	influence	VERB
cana-1245	146	13	on	on	ADP
cana-1245	146	14	the	the	DET
cana-1245	146	15	number	number	NOUN
cana-1245	146	16	of	of	ADP
cana-1245	146	17	distinctive	distinctive	ADJ
cana-1245	146	18	records	record	NOUN
cana-1245	146	19	and	and	CCONJ
cana-1245	146	20	on	on	ADP
cana-1245	146	21	the	the	DET
cana-1245	146	22	time	time	NOUN
cana-1245	146	23	employed	employ	VERB
cana-1245	146	24	,	,	PUNCT
cana-1245	146	25	which	which	PRON
cana-1245	146	26	is	be	AUX
cana-1245	146	27	valuable	valuable	ADJ
cana-1245	146	28	information	information	NOUN
cana-1245	146	29	in	in	ADP
cana-1245	146	30	order	order	NOUN
cana-1245	146	31	to	to	PART
cana-1245	146	32	understand	understand	VERB
cana-1245	146	33	how	how	SCONJ
cana-1245	146	34	the	the	DET
cana-1245	146	35	method	method	NOUN
cana-1245	146	36	reacts	react	VERB
cana-1245	146	37	to	to	PART
cana-1245	146	38	changes	change	NOUN
cana-1245	146	39	on	on	ADP
cana-1245	146	40	the	the	DET
cana-1245	146	41	parameters	parameter	NOUN
cana-1245	146	42	.	.	PUNCT
cana-1245	147	1	significant	significant	ADJ
cana-1245	147	2	information	information	NOUN
cana-1245	147	3	about	about	ADP
cana-1245	147	4	the	the	DET
cana-1245	147	5	structure	structure	NOUN
cana-1245	147	6	of	of	ADP
cana-1245	147	7	the	the	DET
cana-1245	147	8	dataset	dataset	NOUN
cana-1245	147	9	,	,	PUNCT
cana-1245	147	10	the	the	DET
cana-1245	147	11	success	success	NOUN
cana-1245	147	12	of	of	ADP
cana-1245	147	13	the	the	DET
cana-1245	147	14	methods	method	NOUN
cana-1245	147	15	used	use	VERB
cana-1245	147	16	for	for	ADP
cana-1245	147	17	grouping	grouping	NOUN
cana-1245	147	18	,	,	PUNCT
cana-1245	147	19	deduplication	deduplication	NOUN
cana-1245	147	20	,	,	PUNCT
cana-1245	147	21	and	and	CCONJ
cana-1245	147	22	filtering	filtering	NOUN
cana-1245	147	23	steps	step	NOUN
cana-1245	147	24	,	,	PUNCT
cana-1245	147	25	as	as	ADV
cana-1245	147	26	well	well	ADV
cana-1245	147	27	as	as	ADP
cana-1245	147	28	the	the	DET
cana-1245	147	29	advantages	advantage	NOUN
cana-1245	147	30	and	and	CCONJ
cana-1245	147	31	disadvantages	disadvantage	NOUN
cana-1245	147	32	of	of	ADP
cana-1245	147	33	the	the	DET
cana-1245	147	34	selected	select	VERB
cana-1245	147	35	parameters	parameter	NOUN
cana-1245	147	36	’	'	PUNCT
cana-1245	147	37	cost	cost	NOUN
cana-1245	147	38	,	,	PUNCT
cana-1245	147	39	can	can	AUX
cana-1245	147	40	be	be	AUX
cana-1245	147	41	gathered	gather	VERB
cana-1245	147	42	when	when	SCONJ
cana-1245	147	43	all	all	DET
cana-1245	147	44	proposed	propose	VERB
cana-1245	147	45	visuals	visual	NOUN
cana-1245	147	46	are	be	AUX
cana-1245	147	47	combined	combine	VERB
cana-1245	147	48	.	.	PUNCT
cana-1245	148	1	this	this	DET
cana-1245	148	2	final	final	ADJ
cana-1245	148	3	and	and	CCONJ
cana-1245	148	4	most	most	ADV
cana-1245	148	5	encompassing	encompass	VERB
cana-1245	148	6	figure	figure	NOUN
cana-1245	148	7	parrots	parrot	NOUN
cana-1245	148	8	the	the	DET
cana-1245	148	9	need	need	NOUN
cana-1245	148	10	for	for	ADP
cana-1245	148	11	more	more	ADJ
cana-1245	148	12	information	information	NOUN
cana-1245	148	13	search	search	NOUN
cana-1245	148	14	in	in	ADP
cana-1245	148	15	a	a	DET
cana-1245	148	16	simple	simple	ADJ
cana-1245	148	17	and	and	CCONJ
cana-1245	148	18	effective	effective	ADJ
cana-1245	148	19	manner	manner	NOUN
cana-1245	148	20	by	by	ADP
cana-1245	148	21	emphasizing	emphasize	VERB
cana-1245	148	22	that	that	SCONJ
cana-1245	148	23	these	these	DET
cana-1245	148	24	two	two	NUM
cana-1245	148	25	factors	factor	NOUN
cana-1245	148	26	must	must	AUX
cana-1245	148	27	be	be	AUX
cana-1245	148	28	carefully	carefully	ADV
cana-1245	148	29	balanced	balanced	ADJ
cana-1245	148	30	:	:	PUNCT
cana-1245	148	31	computation	computation	NOUN
cana-1245	148	32	on	on	ADP
cana-1245	148	33	the	the	DET
cana-1245	148	34	one	one	NUM
cana-1245	148	35	hand	hand	NOUN
cana-1245	148	36	and	and	CCONJ
cana-1245	148	37	the	the	DET
cana-1245	148	38	uniqueness	uniqueness	NOUN
cana-1245	148	39	of	of	ADP
cana-1245	148	40	data	datum	NOUN
cana-1245	148	41	on	on	ADP
cana-1245	148	42	the	the	DET
cana-1245	148	43	other	other	ADJ
cana-1245	148	44	.	.	PUNCT
cana-1245	149	1	there	there	PRON
cana-1245	149	2	is	be	VERB
cana-1245	149	3	a	a	DET
cana-1245	149	4	significant	significant	ADJ
cana-1245	149	5	amount	amount	NOUN
cana-1245	149	6	of	of	ADP
cana-1245	149	7	literature	literature	NOUN
cana-1245	149	8	on	on	ADP
cana-1245	149	9	the	the	DET
cana-1245	149	10	safe	safe	ADJ
cana-1245	149	11	management	management	NOUN
cana-1245	149	12	of	of	ADP
cana-1245	149	13	stored	store	VERB
cana-1245	149	14	data	datum	NOUN
cana-1245	149	15	and	and	CCONJ
cana-1245	149	16	the	the	DET
cana-1245	149	17	process	process	NOUN
cana-1245	149	18	of	of	ADP
cana-1245	149	19	deduplication	deduplication	NOUN
cana-1245	149	20	in	in	ADP
cana-1245	149	21	cloud	cloud	NOUN
cana-1245	149	22	and	and	CCONJ
cana-1245	149	23	edge	edge	NOUN
cana-1245	149	24	computing	computing	NOUN
cana-1245	149	25	,	,	PUNCT
cana-1245	149	26	which	which	PRON
cana-1245	149	27	shows	show	VERB
cana-1245	149	28	how	how	SCONJ
cana-1245	149	29	the	the	DET
cana-1245	149	30	approaches	approach	NOUN
cana-1245	149	31	to	to	ADP
cana-1245	149	32	performance	performance	NOUN
cana-1245	149	33	and	and	CCONJ
cana-1245	149	34	security	security	NOUN
cana-1245	149	35	challenges	challenge	NOUN
cana-1245	149	36	are	be	AUX
cana-1245	149	37	evolving	evolve	VERB
cana-1245	149	38	.	.	PUNCT
cana-1245	150	1	in	in	ADP
cana-1245	150	2	the	the	DET
cana-1245	150	3	context	context	NOUN
cana-1245	150	4	of	of	ADP
cana-1245	150	5	cloud	cloud	ADJ
cana-1245	150	6	-	-	PUNCT
cana-1245	150	7	fog	fog	NOUN
cana-1245	150	8	storage	storage	NOUN
cana-1245	150	9	,	,	PUNCT
cana-1245	150	10	the	the	DET
cana-1245	150	11	articles	article	NOUN
cana-1245	150	12	contribute	contribute	VERB
cana-1245	150	13	with	with	ADP
cana-1245	150	14	new	new	ADJ
cana-1245	150	15	approaches	approach	NOUN
cana-1245	150	16	for	for	ADP
cana-1245	150	17	diminishing	diminish	VERB
cana-1245	150	18	the	the	DET
cana-1245	150	19	data	data	NOUN
cana-1245	150	20	redundancy	redundancy	NOUN
cana-1245	150	21	,	,	PUNCT
cana-1245	150	22	enhancing	enhance	VERB
cana-1245	150	23	the	the	DET
cana-1245	150	24	processing	processing	NOUN
cana-1245	150	25	time	time	NOUN
cana-1245	150	26	and	and	CCONJ
cana-1245	150	27	strengthening	strengthen	VERB
cana-1245	150	28	the	the	DET
cana-1245	150	29	security	security	NOUN
cana-1245	150	30	of	of	ADP
cana-1245	150	31	the	the	DET
cana-1245	150	32	data	datum	NOUN
cana-1245	150	33	(	(	PUNCT
cana-1245	150	34	ref	ref	NOUN
cana-1245	150	35	.	.	PUNCT
cana-1245	151	1	[	[	X
cana-1245	151	2	9	9	NUM
cana-1245	151	3	]	]	SYM
cana-1245	151	4	)	)	PUNCT
cana-1245	151	5	.	.	PUNCT
cana-1245	152	1	as	as	SCONJ
cana-1245	152	2	mentioned	mention	VERB
cana-1245	152	3	by	by	ADP
cana-1245	152	4	[	[	X
cana-1245	152	5	10	10	NUM
cana-1245	152	6	]	]	PUNCT
cana-1245	152	7	,	,	PUNCT
cana-1245	152	8	the	the	DET
cana-1245	152	9	hybrid	hybrid	ADJ
cana-1245	152	10	secure	secure	ADJ
cana-1245	152	11	deduplication	deduplication	NOUN
cana-1245	152	12	system	system	NOUN
cana-1245	152	13	for	for	ADP
cana-1245	152	14	edge	edge	NOUN
cana-1245	152	15	computing	computing	NOUN
cana-1245	152	16	is	be	AUX
cana-1245	152	17	an	an	DET
cana-1245	152	18	all	all	ADV
cana-1245	152	19	-	-	PUNCT
cana-1245	152	20	around	around	ADJ
cana-1245	152	21	solution	solution	NOUN
cana-1245	152	22	that	that	PRON
cana-1245	152	23	improves	improve	VERB
cana-1245	152	24	communication	communication	NOUN
cana-1245	152	25	between	between	ADP
cana-1245	152	26	cloud	cloud	NOUN
cana-1245	152	27	nodes	node	NOUN
cana-1245	152	28	and	and	CCONJ
cana-1245	152	29	edge	edge	NOUN
cana-1245	152	30	nodes	node	NOUN
cana-1245	152	31	and	and	CCONJ
cana-1245	152	32	improves	improve	VERB
cana-1245	152	33	data	datum	NOUN
cana-1245	152	34	security	security	NOUN
cana-1245	152	35	at	at	ADP
cana-1245	152	36	the	the	DET
cana-1245	152	37	same	same	ADJ
cana-1245	152	38	time	time	NOUN
cana-1245	152	39	.	.	PUNCT
cana-1245	153	1	a	a	DET
cana-1245	153	2	short	short	ADJ
cana-1245	153	3	example	example	NOUN
cana-1245	153	4	of	of	ADP
cana-1245	153	5	an	an	DET
cana-1245	153	6	approach	approach	NOUN
cana-1245	153	7	that	that	PRON
cana-1245	153	8	uses	use	VERB
cana-1245	153	9	financial	financial	ADJ
cana-1245	153	10	concepts	concept	NOUN
cana-1245	153	11	to	to	PART
cana-1245	153	12	influence	influence	VERB
cana-1245	153	13	stakeholders	stakeholder	NOUN
cana-1245	153	14	’	'	PUNCT
cana-1245	153	15	decisions	decision	NOUN
cana-1245	153	16	is	be	AUX
cana-1245	153	17	the	the	DET
cana-1245	153	18	hybrid	hybrid	ADJ
cana-1245	153	19	encrypted	encrypt	VERB
cana-1245	153	20	cloud	cloud	NOUN
cana-1245	153	21	data	data	PROPN
cana-1245	153	22	deduplication	deduplication	NOUN
cana-1245	153	23	(	(	PUNCT
cana-1245	153	24	hdedu	hdedu	PROPN
cana-1245	153	25	)	)	PUNCT
cana-1245	153	26	economic	economic	ADJ
cana-1245	153	27	model	model	NOUN
cana-1245	153	28	that	that	PRON
cana-1245	153	29	is	be	AUX
cana-1245	153	30	discussed	discuss	VERB
cana-1245	153	31	in	in	ADP
cana-1245	153	32	[	[	X
cana-1245	153	33	11	11	NUM
cana-1245	153	34	]	]	PUNCT
cana-1245	153	35	.	.	PUNCT
cana-1245	154	1	in	in	ADP
cana-1245	154	2	reference	reference	NOUN
cana-1245	154	3	[	[	X
cana-1245	154	4	12	12	NUM
cana-1245	154	5	]	]	PUNCT
cana-1245	154	6	,	,	PUNCT
cana-1245	154	7	the	the	DET
cana-1245	154	8	deduplication	deduplication	NOUN
cana-1245	154	9	procedure	procedure	NOUN
cana-1245	154	10	applied	apply	VERB
cana-1245	154	11	by	by	ADP
cana-1245	154	12	mthdedup	mthdedup	PROPN
cana-1245	154	13	is	be	AUX
cana-1245	154	14	illustrated	illustrate	VERB
cana-1245	154	15	;	;	PUNCT
cana-1245	154	16	this	this	DET
cana-1245	154	17	technique	technique	NOUN
cana-1245	154	18	successfully	successfully	ADV
cana-1245	154	19	withstands	withstand	VERB
cana-1245	154	20	internal	internal	ADJ
cana-1245	154	21	and	and	CCONJ
cana-1245	154	22	external	external	ADJ
cana-1245	154	23	attacks	attack	NOUN
cana-1245	154	24	.	.	PUNCT
cana-1245	155	1	this	this	DET
cana-1245	155	2	strategy	strategy	NOUN
cana-1245	155	3	uses	use	VERB
cana-1245	155	4	merkle	merkle	NOUN
cana-1245	155	5	hash	hash	NOUN
cana-1245	155	6	trees	tree	NOUN
cana-1245	155	7	.	.	PUNCT
cana-1245	156	1	the	the	DET
cana-1245	156	2	inefficiencies	inefficiency	NOUN
cana-1245	156	3	of	of	ADP
cana-1245	156	4	current	current	ADJ
cana-1245	156	5	approaches	approach	NOUN
cana-1245	156	6	are	be	AUX
cana-1245	156	7	managed	manage	VERB
cana-1245	156	8	by	by	ADP
cana-1245	156	9	the	the	DET
cana-1245	156	10	proposed	propose	VERB
cana-1245	156	11	hybrid	hybrid	NOUN
cana-1245	156	12	deduplication	deduplication	NOUN
cana-1245	156	13	methodology	methodology	NOUN
cana-1245	156	14	,	,	PUNCT
cana-1245	156	15	chromatic	chromatic	ADJ
cana-1245	156	16	correlation	correlation	NOUN
cana-1245	156	17	clustering	cluster	VERB
cana-1245	156	18	with	with	ADP
cana-1245	156	19	euclidean	euclidean	ADJ
cana-1245	156	20	distance	distance	NOUN
cana-1245	156	21	(	(	PUNCT
cana-1245	156	22	ref	ref	NOUN
cana-1245	156	23	[	[	X
cana-1245	156	24	13	13	NUM
cana-1245	156	25	]	]	SYM
cana-1245	156	26	)	)	PUNCT
cana-1245	156	27	which	which	PRON
cana-1245	156	28	is	be	AUX
cana-1245	156	29	fast	fast	ADJ
cana-1245	156	30	and	and	CCONJ
cana-1245	156	31	inexpensive	inexpensive	ADJ
cana-1245	156	32	solution	solution	NOUN
cana-1245	156	33	than	than	ADP
cana-1245	156	34	earlier	early	ADJ
cana-1245	156	35	approaches	approach	NOUN
cana-1245	156	36	.	.	PUNCT
cana-1245	157	1	communications	communication	NOUN
cana-1245	157	2	on	on	ADP
cana-1245	157	3	applied	apply	VERB
cana-1245	157	4	nonlinear	nonlinear	ADJ
cana-1245	157	5	analysis	analysis	NOUN
cana-1245	157	6	issn	issn	NOUN
cana-1245	157	7	:	:	PUNCT
cana-1245	157	8	1074	1074	NUM
cana-1245	157	9	-	-	PUNCT
cana-1245	157	10	133x	133x	NUM
cana-1245	157	11	vol	vol	NOUN
cana-1245	157	12	31	31	NUM
cana-1245	157	13	no	no	NOUN
cana-1245	157	14	.	.	PUNCT
cana-1245	158	1	6s	6s	NUM
cana-1245	158	2	(	(	PUNCT
cana-1245	158	3	2024	2024	NUM
cana-1245	158	4	)	)	PUNCT
cana-1245	158	5	590	590	NUM
cana-1245	158	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1245	158	7	nevertheless	nevertheless	ADV
cana-1245	158	8	,	,	PUNCT
cana-1245	158	9	there	there	PRON
cana-1245	158	10	are	be	VERB
cana-1245	158	11	obstacles	obstacle	NOUN
cana-1245	158	12	that	that	PRON
cana-1245	158	13	come	come	VERB
cana-1245	158	14	with	with	ADP
cana-1245	158	15	these	these	DET
cana-1245	158	16	technological	technological	ADJ
cana-1245	158	17	breakthroughs	breakthrough	NOUN
cana-1245	158	18	.	.	PUNCT
cana-1245	159	1	notable	notable	ADJ
cana-1245	159	2	drawbacks	drawback	NOUN
cana-1245	159	3	highlighted	highlight	VERB
cana-1245	159	4	in	in	ADP
cana-1245	159	5	the	the	DET
cana-1245	159	6	aforementioned	aforementioned	ADJ
cana-1245	159	7	papers	paper	NOUN
cana-1245	159	8	include	include	VERB
cana-1245	159	9	data	datum	NOUN
cana-1245	159	10	loss	loss	NOUN
cana-1245	159	11	potential	potential	NOUN
cana-1245	159	12	,	,	PUNCT
cana-1245	159	13	deduplication	deduplication	NOUN
cana-1245	159	14	process	process	NOUN
cana-1245	159	15	problems	problem	NOUN
cana-1245	159	16	,	,	PUNCT
cana-1245	159	17	and	and	CCONJ
cana-1245	159	18	security	security	NOUN
cana-1245	159	19	concerns	concern	NOUN
cana-1245	159	20	,	,	PUNCT
cana-1245	159	21	particularly	particularly	ADV
cana-1245	159	22	with	with	ADP
cana-1245	159	23	encrypted	encrypt	VERB
cana-1245	159	24	data	datum	NOUN
cana-1245	159	25	.	.	PUNCT
cana-1245	160	1	conventional	conventional	ADJ
cana-1245	160	2	methods	method	NOUN
cana-1245	160	3	of	of	ADP
cana-1245	160	4	data	datum	NOUN
cana-1245	160	5	deduplication	deduplication	NOUN
cana-1245	160	6	face	face	VERB
cana-1245	160	7	obstacles	obstacle	NOUN
cana-1245	160	8	in	in	ADP
cana-1245	160	9	the	the	DET
cana-1245	160	10	form	form	NOUN
cana-1245	160	11	of	of	ADP
cana-1245	160	12	referential	referential	ADJ
cana-1245	160	13	integrity	integrity	NOUN
cana-1245	160	14	and	and	CCONJ
cana-1245	160	15	ever	ever	ADV
cana-1245	160	16	-	-	PUNCT
cana-1245	160	17	changing	change	VERB
cana-1245	160	18	data	datum	NOUN
cana-1245	160	19	contexts	contexts	NOUN
cana-1245	160	20	.	.	PUNCT
cana-1245	161	1	despite	despite	SCONJ
cana-1245	161	2	the	the	DET
cana-1245	161	3	fact	fact	NOUN
cana-1245	161	4	that	that	SCONJ
cana-1245	161	5	the	the	DET
cana-1245	161	6	server	server	NOUN
cana-1245	161	7	-	-	PUNCT
cana-1245	161	8	aided	aid	VERB
cana-1245	161	9	deduplication	deduplication	NOUN
cana-1245	161	10	method	method	NOUN
cana-1245	161	11	(	(	PUNCT
cana-1245	161	12	ref	ref	NOUN
cana-1245	161	13	[	[	X
cana-1245	161	14	8	8	NUM
cana-1245	161	15	]	]	SYM
cana-1245	161	16	)	)	PUNCT
cana-1245	161	17	takes	take	VERB
cana-1245	161	18	data	datum	NOUN
cana-1245	161	19	privacy	privacy	NOUN
cana-1245	161	20	concerns	concern	NOUN
cana-1245	161	21	into	into	ADP
cana-1245	161	22	account	account	NOUN
cana-1245	161	23	,	,	PUNCT
cana-1245	161	24	problems	problem	NOUN
cana-1245	161	25	may	may	AUX
cana-1245	161	26	arise	arise	VERB
cana-1245	161	27	with	with	ADP
cana-1245	161	28	dynamic	dynamic	ADJ
cana-1245	161	29	data	datum	NOUN
cana-1245	161	30	and	and	CCONJ
cana-1245	161	31	complicated	complicated	ADJ
cana-1245	161	32	data	datum	NOUN
cana-1245	161	33	structures	structure	NOUN
cana-1245	161	34	.	.	PUNCT
cana-1245	162	1	the	the	DET
cana-1245	162	2	data	data	NOUN
cana-1245	162	3	processing	processing	NOUN
cana-1245	162	4	approach	approach	NOUN
cana-1245	162	5	is	be	AUX
cana-1245	162	6	shown	show	VERB
cana-1245	162	7	in	in	ADP
cana-1245	162	8	detail	detail	NOUN
cana-1245	162	9	by	by	ADP
cana-1245	162	10	the	the	DET
cana-1245	162	11	offered	offer	VERB
cana-1245	162	12	findings	finding	NOUN
cana-1245	162	13	,	,	PUNCT
cana-1245	162	14	which	which	PRON
cana-1245	162	15	emphasize	emphasize	VERB
cana-1245	162	16	the	the	DET
cana-1245	162	17	requirement	requirement	NOUN
cana-1245	162	18	of	of	ADP
cana-1245	162	19	maintaining	maintain	VERB
cana-1245	162	20	a	a	DET
cana-1245	162	21	balance	balance	NOUN
cana-1245	162	22	between	between	ADP
cana-1245	162	23	computing	compute	VERB
cana-1245	162	24	efficiency	efficiency	NOUN
cana-1245	162	25	and	and	CCONJ
cana-1245	162	26	the	the	DET
cana-1245	162	27	preservation	preservation	NOUN
cana-1245	162	28	of	of	ADP
cana-1245	162	29	unique	unique	ADJ
cana-1245	162	30	and	and	CCONJ
cana-1245	162	31	relevant	relevant	ADJ
cana-1245	162	32	information	information	NOUN
cana-1245	162	33	.	.	PUNCT
cana-1245	163	1	visualizations	visualization	NOUN
cana-1245	163	2	such	such	ADJ
cana-1245	163	3	as	as	ADP
cana-1245	163	4	a	a	DET
cana-1245	163	5	histogram	histogram	NOUN
cana-1245	163	6	depicting	depict	VERB
cana-1245	163	7	the	the	DET
cana-1245	163	8	"	"	PUNCT
cana-1245	163	9	distribution	distribution	NOUN
cana-1245	163	10	of	of	ADP
cana-1245	163	11	cluster	cluster	NOUN
cana-1245	163	12	-	-	PUNCT
cana-1245	163	13	membership	membership	NOUN
cana-1245	163	14	"	"	PUNCT
cana-1245	163	15	and	and	CCONJ
cana-1245	163	16	a	a	DET
cana-1245	163	17	look	look	NOUN
cana-1245	163	18	at	at	ADP
cana-1245	163	19	how	how	SCONJ
cana-1245	163	20	different	different	ADJ
cana-1245	163	21	fuzzifier	fuzzifier	ADJ
cana-1245	163	22	exponents	exponent	NOUN
cana-1245	163	23	affect	affect	VERB
cana-1245	163	24	execution	execution	NOUN
cana-1245	163	25	time	time	NOUN
cana-1245	163	26	and	and	CCONJ
cana-1245	163	27	the	the	DET
cana-1245	163	28	number	number	NOUN
cana-1245	163	29	of	of	ADP
cana-1245	163	30	unique	unique	ADJ
cana-1245	163	31	entries	entry	NOUN
cana-1245	163	32	might	might	AUX
cana-1245	163	33	be	be	AUX
cana-1245	163	34	helpful	helpful	ADJ
cana-1245	163	35	for	for	ADP
cana-1245	163	36	making	make	VERB
cana-1245	163	37	decisions	decision	NOUN
cana-1245	163	38	.	.	PUNCT
cana-1245	164	1	as	as	SCONJ
cana-1245	164	2	we	we	PRON
cana-1245	164	3	'll	will	AUX
cana-1245	164	4	find	find	VERB
cana-1245	164	5	in	in	ADP
cana-1245	164	6	the	the	DET
cana-1245	164	7	last	last	ADJ
cana-1245	164	8	segment	segment	NOUN
cana-1245	164	9	,	,	PUNCT
cana-1245	164	10	the	the	DET
cana-1245	164	11	fcm	fcm	ADV
cana-1245	164	12	-	-	PUNCT
cana-1245	164	13	based	base	VERB
cana-1245	164	14	deduplication	deduplication	NOUN
cana-1245	164	15	technique	technique	NOUN
cana-1245	164	16	offers	offer	VERB
cana-1245	164	17	a	a	DET
cana-1245	164	18	promising	promising	ADJ
cana-1245	164	19	way	way	NOUN
cana-1245	164	20	forward	forward	ADV
cana-1245	164	21	for	for	ADP
cana-1245	164	22	the	the	DET
cana-1245	164	23	business	business	NOUN
cana-1245	164	24	.	.	PUNCT
cana-1245	165	1	in	in	ADP
cana-1245	165	2	our	our	PRON
cana-1245	165	3	data	data	NOUN
cana-1245	165	4	-	-	PUNCT
cana-1245	165	5	centric	centric	NOUN
cana-1245	165	6	society	society	NOUN
cana-1245	165	7	,	,	PUNCT
cana-1245	165	8	it	it	PRON
cana-1245	165	9	emphasizes	emphasize	VERB
cana-1245	165	10	the	the	DET
cana-1245	165	11	need	need	NOUN
cana-1245	165	12	for	for	ADP
cana-1245	165	13	more	more	ADV
cana-1245	165	14	trustworthy	trustworthy	ADJ
cana-1245	165	15	data	datum	NOUN
cana-1245	165	16	processing	processing	NOUN
cana-1245	165	17	.	.	PUNCT
cana-1245	166	1	5	5	X
cana-1245	166	2	.	.	X
cana-1245	166	3	conclusion	conclusion	NOUN
cana-1245	166	4	maintaining	maintain	VERB
cana-1245	166	5	data	datum	NOUN
cana-1245	166	6	quality	quality	NOUN
cana-1245	166	7	should	should	AUX
cana-1245	166	8	be	be	AUX
cana-1245	166	9	the	the	DET
cana-1245	166	10	top	top	ADJ
cana-1245	166	11	priority	priority	NOUN
cana-1245	166	12	in	in	ADP
cana-1245	166	13	today	today	NOUN
cana-1245	166	14	’s	’s	PART
cana-1245	166	15	context	context	NOUN
cana-1245	166	16	,	,	PUNCT
cana-1245	166	17	as	as	SCONJ
cana-1245	166	18	data	datum	NOUN
cana-1245	166	19	forms	form	VERB
cana-1245	166	20	the	the	DET
cana-1245	166	21	foundation	foundation	NOUN
cana-1245	166	22	for	for	ADP
cana-1245	166	23	critical	critical	ADJ
cana-1245	166	24	decision	decision	NOUN
cana-1245	166	25	-	-	PUNCT
cana-1245	166	26	making	making	NOUN
cana-1245	166	27	.	.	PUNCT
cana-1245	167	1	it	it	PRON
cana-1245	167	2	is	be	AUX
cana-1245	167	3	an	an	DET
cana-1245	167	4	essential	essential	ADJ
cana-1245	167	5	process	process	NOUN
cana-1245	167	6	to	to	PART
cana-1245	167	7	remove	remove	VERB
cana-1245	167	8	all	all	DET
cana-1245	167	9	the	the	DET
cana-1245	167	10	duplicate	duplicate	ADJ
cana-1245	167	11	entries	entry	NOUN
cana-1245	167	12	from	from	ADP
cana-1245	167	13	the	the	DET
cana-1245	167	14	dataset	dataset	NOUN
cana-1245	167	15	in	in	ADP
cana-1245	167	16	order	order	NOUN
cana-1245	167	17	to	to	PART
cana-1245	167	18	enhance	enhance	VERB
cana-1245	167	19	correctness	correctness	NOUN
cana-1245	167	20	as	as	ADV
cana-1245	167	21	well	well	ADV
cana-1245	167	22	as	as	ADP
cana-1245	167	23	integrity	integrity	NOUN
cana-1245	167	24	of	of	ADP
cana-1245	167	25	data	datum	NOUN
cana-1245	167	26	and	and	CCONJ
cana-1245	167	27	for	for	ADP
cana-1245	167	28	this	this	DET
cana-1245	167	29	specific	specific	ADJ
cana-1245	167	30	process	process	NOUN
cana-1245	167	31	,	,	PUNCT
cana-1245	167	32	there	there	PRON
cana-1245	167	33	is	be	VERB
cana-1245	167	34	a	a	DET
cana-1245	167	35	term	term	NOUN
cana-1245	167	36	called	call	VERB
cana-1245	167	37	data	datum	NOUN
cana-1245	167	38	deduplication	deduplication	NOUN
cana-1245	167	39	.	.	PUNCT
cana-1245	168	1	because	because	SCONJ
cana-1245	168	2	of	of	ADP
cana-1245	168	3	their	their	PRON
cana-1245	168	4	match	match	NOUN
cana-1245	168	5	approach	approach	NOUN
cana-1245	168	6	,	,	PUNCT
cana-1245	168	7	when	when	SCONJ
cana-1245	168	8	it	it	PRON
cana-1245	168	9	comes	come	VERB
cana-1245	168	10	to	to	ADP
cana-1245	168	11	handling	handle	VERB
cana-1245	168	12	data	datum	NOUN
cana-1245	168	13	that	that	PRON
cana-1245	168	14	has	have	VERB
cana-1245	168	15	times	time	NOUN
cana-1245	168	16	and	and	CCONJ
cana-1245	168	17	fluctuations	fluctuation	NOUN
cana-1245	168	18	and	and	CCONJ
cana-1245	168	19	uncertainties	uncertainty	NOUN
cana-1245	168	20	,	,	PUNCT
cana-1245	168	21	standard	standard	ADJ
cana-1245	168	22	deduplication	deduplication	NOUN
cana-1245	168	23	processes	process	NOUN
cana-1245	168	24	may	may	AUX
cana-1245	168	25	at	at	ADP
cana-1245	168	26	times	time	NOUN
cana-1245	168	27	not	not	PART
cana-1245	168	28	be	be	AUX
cana-1245	168	29	sufficient	sufficient	ADJ
cana-1245	168	30	.	.	PUNCT
cana-1245	169	1	this	this	DET
cana-1245	169	2	study	study	NOUN
cana-1245	169	3	proposes	propose	VERB
cana-1245	169	4	a	a	DET
cana-1245	169	5	novel	novel	ADJ
cana-1245	169	6	approach	approach	NOUN
cana-1245	169	7	to	to	ADP
cana-1245	169	8	data	data	PROPN
cana-1245	169	9	deduplication	deduplication	NOUN
cana-1245	169	10	intgrates	intgrate	VERB
cana-1245	169	11	fuzzy	fuzzy	ADJ
cana-1245	169	12	c	c	NOUN
cana-1245	169	13	-	-	PUNCT
cana-1245	169	14	means	means	NOUN
cana-1245	169	15	(	(	PUNCT
cana-1245	169	16	fcm	fcm	PROPN
cana-1245	169	17	)	)	PUNCT
cana-1245	169	18	clustering	clustering	NOUN
cana-1245	169	19	.	.	PUNCT
cana-1245	170	1	one	one	NUM
cana-1245	170	2	of	of	ADP
cana-1245	170	3	the	the	DET
cana-1245	170	4	most	most	ADV
cana-1245	170	5	used	use	VERB
cana-1245	170	6	methods	method	NOUN
cana-1245	170	7	is	be	AUX
cana-1245	170	8	fcm	fcm	X
cana-1245	170	9	clustering	clustering	NOUN
cana-1245	170	10	which	which	PRON
cana-1245	170	11	originally	originally	ADV
cana-1245	170	12	has	have	AUX
cana-1245	170	13	been	be	AUX
cana-1245	170	14	adapted	adapt	VERB
cana-1245	170	15	for	for	ADP
cana-1245	170	16	the	the	DET
cana-1245	170	17	purpose	purpose	NOUN
cana-1245	170	18	of	of	ADP
cana-1245	170	19	deduplication	deduplication	NOUN
cana-1245	170	20	.	.	PUNCT
cana-1245	171	1	the	the	DET
cana-1245	171	2	handling	handling	NOUN
cana-1245	171	3	of	of	ADP
cana-1245	171	4	inherent	inherent	ADJ
cana-1245	171	5	uncertainties	uncertainty	NOUN
cana-1245	171	6	and	and	CCONJ
cana-1245	171	7	data	datum	NOUN
cana-1245	171	8	changes	change	NOUN
cana-1245	171	9	is	be	AUX
cana-1245	171	10	attained	attain	VERB
cana-1245	171	11	through	through	ADP
cana-1245	171	12	the	the	DET
cana-1245	171	13	utilization	utilization	NOUN
cana-1245	171	14	of	of	ADP
cana-1245	171	15	the	the	DET
cana-1245	171	16	c	c	NOUN
cana-1245	171	17	-	-	PUNCT
cana-1245	171	18	means	mean	VERB
cana-1245	171	19	flexible	flexible	ADJ
cana-1245	171	20	clustering	clustering	ADJ
cana-1245	171	21	methods	method	NOUN
cana-1245	171	22	,	,	PUNCT
cana-1245	171	23	which	which	PRON
cana-1245	171	24	allow	allow	VERB
cana-1245	171	25	data	datum	NOUN
cana-1245	171	26	to	to	PART
cana-1245	171	27	belong	belong	VERB
cana-1245	171	28	to	to	ADP
cana-1245	171	29	more	more	ADJ
cana-1245	171	30	than	than	ADP
cana-1245	171	31	one	one	NUM
cana-1245	171	32	cluster	cluster	NOUN
cana-1245	171	33	.	.	PUNCT
cana-1245	172	1	this	this	DET
cana-1245	172	2	study	study	NOUN
cana-1245	172	3	contributes	contribute	VERB
cana-1245	172	4	a	a	DET
cana-1245	172	5	lot	lot	NOUN
cana-1245	172	6	towards	towards	ADP
cana-1245	172	7	the	the	DET
cana-1245	172	8	area	area	NOUN
cana-1245	172	9	of	of	ADP
cana-1245	172	10	data	datum	NOUN
cana-1245	172	11	quality	quality	NOUN
cana-1245	172	12	management	management	NOUN
cana-1245	172	13	and	and	CCONJ
cana-1245	172	14	preprocessing	preprocessing	NOUN
cana-1245	172	15	section	section	NOUN
cana-1245	172	16	by	by	ADP
cana-1245	172	17	proposing	propose	VERB
cana-1245	172	18	a	a	DET
cana-1245	172	19	new	new	ADJ
cana-1245	172	20	application	application	NOUN
cana-1245	172	21	of	of	ADP
cana-1245	172	22	fcm	fcm	PROPN
cana-1245	172	23	clustering	cluster	VERB
cana-1245	172	24	in	in	ADP
cana-1245	172	25	the	the	DET
cana-1245	172	26	handler	handler	NOUN
cana-1245	172	27	of	of	ADP
cana-1245	172	28	data	datum	NOUN
cana-1245	172	29	deduplication	deduplication	NOUN
cana-1245	172	30	.	.	PUNCT
cana-1245	173	1	since	since	SCONJ
cana-1245	173	2	the	the	DET
cana-1245	173	3	use	use	NOUN
cana-1245	173	4	of	of	ADP
cana-1245	173	5	data	datum	NOUN
cana-1245	173	6	,	,	PUNCT
cana-1245	173	7	advancements	advancement	NOUN
cana-1245	173	8	in	in	ADP
cana-1245	173	9	this	this	DET
cana-1245	173	10	sector	sector	NOUN
cana-1245	173	11	are	be	AUX
cana-1245	173	12	likely	likely	ADJ
cana-1245	173	13	to	to	PART
cana-1245	173	14	enhance	enhance	VERB
cana-1245	173	15	the	the	DET
cana-1245	173	16	reliability	reliability	NOUN
cana-1245	173	17	and	and	CCONJ
cana-1245	173	18	efficiency	efficiency	NOUN
cana-1245	173	19	of	of	ADP
cana-1245	173	20	data	datum	NOUN
cana-1245	173	21	handling	handling	NOUN
cana-1245	173	22	.	.	PUNCT
cana-1245	174	1	references	reference	NOUN
cana-1245	174	2	[	[	X
cana-1245	174	3	1	1	X
cana-1245	174	4	]	]	PUNCT
cana-1245	174	5	he	he	PRON
cana-1245	174	6	,	,	PUNCT
cana-1245	174	7	q.	q.	PROPN
cana-1245	174	8	,	,	PUNCT
cana-1245	174	9	li	li	PROPN
cana-1245	174	10	,	,	PUNCT
cana-1245	174	11	z.	z.	PROPN
cana-1245	174	12	,	,	PUNCT
cana-1245	174	13	&	&	CCONJ
cana-1245	174	14	zhang	zhang	PROPN
cana-1245	174	15	,	,	PUNCT
cana-1245	174	16	x.	x.	PROPN
cana-1245	174	17	(	(	PUNCT
cana-1245	174	18	2010	2010	NUM
cana-1245	174	19	,	,	PUNCT
cana-1245	174	20	october	october	PROPN
cana-1245	174	21	)	)	PUNCT
cana-1245	174	22	.	.	PUNCT
cana-1245	175	1	data	datum	NOUN
cana-1245	175	2	deduplication	deduplication	NOUN
cana-1245	175	3	techniques	technique	NOUN
cana-1245	175	4	.	.	PUNCT
cana-1245	176	1	in	in	ADP
cana-1245	176	2	2010	2010	NUM
cana-1245	176	3	international	international	ADJ
cana-1245	176	4	conference	conference	NOUN
cana-1245	176	5	on	on	ADP
cana-1245	176	6	future	future	ADJ
cana-1245	176	7	information	information	NOUN
cana-1245	176	8	technology	technology	NOUN
cana-1245	176	9	and	and	CCONJ
cana-1245	176	10	management	management	NOUN
cana-1245	176	11	engineering	engineering	NOUN
cana-1245	176	12	(	(	PUNCT
cana-1245	176	13	vol	vol	NOUN
cana-1245	176	14	.	.	PROPN
cana-1245	176	15	1	1	NUM
cana-1245	176	16	,	,	PUNCT
cana-1245	176	17	pp	pp	ADJ
cana-1245	176	18	.	.	PUNCT
cana-1245	176	19	430	430	NUM
cana-1245	176	20	-	-	SYM
cana-1245	176	21	433	433	NUM
cana-1245	176	22	)	)	PUNCT
cana-1245	176	23	.	.	PUNCT
cana-1245	177	1	ieee	ieee	PROPN
cana-1245	177	2	.	.	PUNCT
cana-1245	178	1	[	[	X
cana-1245	178	2	2	2	NUM
cana-1245	178	3	]	]	X
cana-1245	178	4	mahesh	mahesh	PROPN
cana-1245	178	5	,	,	PUNCT
cana-1245	178	6	b.	b.	PROPN
cana-1245	178	7	,	,	PUNCT
cana-1245	178	8	pavan	pavan	PROPN
cana-1245	178	9	kumar	kumar	PROPN
cana-1245	178	10	,	,	PUNCT
cana-1245	178	11	k.	k.	PROPN
cana-1245	178	12	,	,	PUNCT
cana-1245	178	13	ramasubbareddy	ramasubbareddy	PROPN
cana-1245	178	14	,	,	PUNCT
cana-1245	178	15	s.	s.	PROPN
cana-1245	178	16	,	,	PUNCT
cana-1245	178	17	&	&	CCONJ
cana-1245	178	18	swetha	swetha	PROPN
cana-1245	178	19	,	,	PUNCT
cana-1245	178	20	e.	e.	PROPN
cana-1245	178	21	(	(	PUNCT
cana-1245	178	22	2020	2020	NUM
cana-1245	178	23	)	)	PUNCT
cana-1245	178	24	.	.	PUNCT
cana-1245	179	1	a	a	DET
cana-1245	179	2	review	review	NOUN
cana-1245	179	3	of	of	ADP
cana-1245	179	4	data	datum	NOUN
cana-1245	179	5	deduplication	deduplication	NOUN
cana-1245	179	6	techniques	technique	NOUN
cana-1245	179	7	in	in	ADP
cana-1245	179	8	the	the	DET
cana-1245	179	9	cloud	cloud	NOUN
cana-1245	179	10	.	.	PUNCT
cana-1245	180	1	embedded	embed	VERB
cana-1245	180	2	systems	system	NOUN
cana-1245	180	3	and	and	CCONJ
cana-1245	180	4	artificial	artificial	ADJ
cana-1245	180	5	intelligence	intelligence	NOUN
cana-1245	180	6	:	:	PUNCT
cana-1245	180	7	proceedings	proceeding	NOUN
cana-1245	180	8	of	of	ADP
cana-1245	180	9	esai	esai	ADJ
cana-1245	180	10	2019	2019	NUM
cana-1245	180	11	,	,	PUNCT
cana-1245	180	12	fez	fez	NOUN
cana-1245	180	13	,	,	PUNCT
cana-1245	180	14	morocco	morocco	PROPN
cana-1245	180	15	,	,	PUNCT
cana-1245	180	16	825	825	NUM
cana-1245	180	17	-	-	SYM
cana-1245	180	18	833	833	NUM
cana-1245	180	19	.	.	PUNCT
cana-1245	181	1	[	[	X
cana-1245	181	2	3	3	NUM
cana-1245	181	3	]	]	X
cana-1245	181	4	malhotra	malhotra	PROPN
cana-1245	181	5	,	,	PUNCT
cana-1245	181	6	j.	j.	PROPN
cana-1245	181	7	,	,	PUNCT
cana-1245	181	8	&	&	CCONJ
cana-1245	181	9	bakal	bakal	PROPN
cana-1245	181	10	,	,	PUNCT
cana-1245	181	11	j.	j.	PROPN
cana-1245	181	12	(	(	PUNCT
cana-1245	181	13	2015	2015	NUM
cana-1245	181	14	,	,	PUNCT
cana-1245	181	15	january	january	PROPN
cana-1245	181	16	)	)	PUNCT
cana-1245	181	17	.	.	PUNCT
cana-1245	182	1	a	a	DET
cana-1245	182	2	survey	survey	NOUN
cana-1245	182	3	and	and	CCONJ
cana-1245	182	4	comparative	comparative	ADJ
cana-1245	182	5	study	study	NOUN
cana-1245	182	6	of	of	ADP
cana-1245	182	7	data	datum	NOUN
cana-1245	182	8	deduplication	deduplication	NOUN
cana-1245	182	9	techniques	technique	NOUN
cana-1245	182	10	.	.	PUNCT
cana-1245	183	1	in	in	ADP
cana-1245	183	2	2015	2015	NUM
cana-1245	183	3	international	international	ADJ
cana-1245	183	4	conference	conference	NOUN
cana-1245	183	5	on	on	ADP
cana-1245	183	6	pervasive	pervasive	ADJ
cana-1245	183	7	computing	computing	NOUN
cana-1245	183	8	(	(	PUNCT
cana-1245	183	9	icpc	icpc	PROPN
cana-1245	183	10	)	)	PUNCT
cana-1245	183	11	(	(	PUNCT
cana-1245	183	12	pp	pp	X
cana-1245	183	13	.	.	PUNCT
cana-1245	184	1	1	1	NUM
cana-1245	184	2	-	-	SYM
cana-1245	184	3	5	5	NUM
cana-1245	184	4	)	)	PUNCT
cana-1245	184	5	.	.	PUNCT
cana-1245	185	1	ieee	ieee	NOUN
cana-1245	185	2	.	.	PUNCT
cana-1245	186	1	[	[	X
cana-1245	186	2	4	4	X
cana-1245	186	3	]	]	SYM
cana-1245	186	4	maddodi	maddodi	NOUN
cana-1245	186	5	,	,	PUNCT
cana-1245	186	6	s.	s.	PROPN
cana-1245	186	7	,	,	PUNCT
cana-1245	186	8	attigeri	attigeri	PROPN
cana-1245	186	9	,	,	PUNCT
cana-1245	186	10	g.	g.	PROPN
cana-1245	186	11	v.	v.	PROPN
cana-1245	186	12	,	,	PUNCT
cana-1245	186	13	&	&	CCONJ
cana-1245	186	14	karunakar	karunakar	PROPN
cana-1245	186	15	,	,	PUNCT
cana-1245	186	16	a.	a.	PROPN
cana-1245	186	17	k.	k.	PROPN
cana-1245	186	18	(	(	PUNCT
cana-1245	186	19	2010	2010	NUM
cana-1245	186	20	,	,	PUNCT
cana-1245	186	21	november	november	PROPN
cana-1245	186	22	)	)	PUNCT
cana-1245	186	23	.	.	PUNCT
cana-1245	187	1	data	datum	NOUN
cana-1245	187	2	deduplication	deduplication	NOUN
cana-1245	187	3	techniques	technique	NOUN
cana-1245	187	4	and	and	CCONJ
cana-1245	187	5	analysis	analysis	NOUN
cana-1245	187	6	.	.	PUNCT
cana-1245	188	1	in	in	ADP
cana-1245	188	2	2010	2010	NUM
cana-1245	188	3	3rd	3rd	ADJ
cana-1245	188	4	international	international	ADJ
cana-1245	188	5	conference	conference	NOUN
cana-1245	188	6	on	on	ADP
cana-1245	188	7	emerging	emerge	VERB
cana-1245	188	8	trends	trend	NOUN
cana-1245	188	9	in	in	ADP
cana-1245	188	10	engineering	engineering	NOUN
cana-1245	188	11	and	and	CCONJ
cana-1245	188	12	technology	technology	NOUN
cana-1245	188	13	(	(	PUNCT
cana-1245	188	14	pp	pp	ADJ
cana-1245	188	15	.	.	PUNCT
cana-1245	189	1	664	664	NUM
cana-1245	189	2	-	-	SYM
cana-1245	189	3	668	668	NUM
cana-1245	189	4	)	)	PUNCT
cana-1245	189	5	.	.	PUNCT
cana-1245	190	1	ieee	ieee	NOUN
cana-1245	190	2	.	.	PUNCT
cana-1245	191	1	[	[	X
cana-1245	191	2	5	5	NUM
cana-1245	191	3	]	]	X
cana-1245	191	4	mandagere	mandagere	NOUN
cana-1245	191	5	,	,	PUNCT
cana-1245	191	6	n.	n.	NOUN
cana-1245	191	7	,	,	PUNCT
cana-1245	191	8	zhou	zhou	PROPN
cana-1245	191	9	,	,	PUNCT
cana-1245	191	10	p.	p.	PROPN
cana-1245	191	11	,	,	PUNCT
cana-1245	191	12	smith	smith	PROPN
cana-1245	191	13	,	,	PUNCT
cana-1245	191	14	m.	m.	NOUN
cana-1245	191	15	a.	a.	PROPN
cana-1245	191	16	,	,	PUNCT
cana-1245	191	17	&	&	CCONJ
cana-1245	191	18	uttamchandani	uttamchandani	NOUN
cana-1245	191	19	,	,	PUNCT
cana-1245	191	20	s.	s.	PROPN
cana-1245	191	21	(	(	PUNCT
cana-1245	191	22	2008	2008	NUM
cana-1245	191	23	,	,	PUNCT
cana-1245	191	24	december	december	PROPN
cana-1245	191	25	)	)	PUNCT
cana-1245	191	26	.	.	PUNCT
cana-1245	192	1	demystifying	demystify	VERB
cana-1245	192	2	data	datum	NOUN
cana-1245	192	3	deduplication	deduplication	NOUN
cana-1245	192	4	.	.	PUNCT
cana-1245	193	1	in	in	ADP
cana-1245	193	2	proceedings	proceeding	NOUN
cana-1245	193	3	of	of	ADP
cana-1245	193	4	the	the	DET
cana-1245	193	5	acm	acm	PROPN
cana-1245	193	6	/	/	SYM
cana-1245	193	7	ifip	ifip	PROPN
cana-1245	193	8	/	/	SYM
cana-1245	193	9	usenix	usenix	PROPN
cana-1245	193	10	middleware'08	middleware'08	PROPN
cana-1245	193	11	conference	conference	NOUN
cana-1245	193	12	companion	companion	NOUN
cana-1245	193	13	(	(	PUNCT
cana-1245	193	14	pp	pp	ADJ
cana-1245	193	15	.	.	PUNCT
cana-1245	193	16	12	12	NUM
cana-1245	193	17	-	-	SYM
cana-1245	193	18	17	17	NUM
cana-1245	193	19	)	)	PUNCT
cana-1245	193	20	.	.	PUNCT
cana-1245	194	1	[	[	X
cana-1245	194	2	6	6	NUM
cana-1245	194	3	]	]	SYM
cana-1245	194	4	dutch	dutch	PROPN
cana-1245	194	5	,	,	PUNCT
cana-1245	194	6	m.	m.	NOUN
cana-1245	194	7	(	(	PUNCT
cana-1245	194	8	2008	2008	NUM
cana-1245	194	9	,	,	PUNCT
cana-1245	194	10	june	june	PROPN
cana-1245	194	11	)	)	PUNCT
cana-1245	194	12	.	.	PUNCT
cana-1245	195	1	understanding	understand	VERB
cana-1245	195	2	data	datum	NOUN
cana-1245	195	3	deduplication	deduplication	NOUN
cana-1245	195	4	ratios	ratio	NOUN
cana-1245	195	5	.	.	PUNCT
cana-1245	196	1	in	in	ADP
cana-1245	196	2	snia	snia	PROPN
cana-1245	196	3	data	data	PROPN
cana-1245	196	4	management	management	PROPN
cana-1245	196	5	forum	forum	PROPN
cana-1245	196	6	(	(	PUNCT
cana-1245	196	7	vol	vol	NOUN
cana-1245	196	8	.	.	PROPN
cana-1245	196	9	7	7	NUM
cana-1245	196	10	)	)	PUNCT
cana-1245	196	11	.	.	PUNCT
cana-1245	197	1	communications	communication	NOUN
cana-1245	197	2	on	on	ADP
cana-1245	197	3	applied	apply	VERB
cana-1245	197	4	nonlinear	nonlinear	ADJ
cana-1245	197	5	analysis	analysis	NOUN
cana-1245	197	6	issn	issn	NOUN
cana-1245	197	7	:	:	PUNCT
cana-1245	197	8	1074	1074	NUM
cana-1245	197	9	-	-	PUNCT
cana-1245	197	10	133x	133x	NUM
cana-1245	197	11	vol	vol	NOUN
cana-1245	197	12	31	31	NUM
cana-1245	197	13	no	no	NOUN
cana-1245	197	14	.	.	PUNCT
cana-1245	198	1	6s	6s	NUM
cana-1245	198	2	(	(	PUNCT
cana-1245	198	3	2024	2024	NUM
cana-1245	198	4	)	)	PUNCT
cana-1245	198	5	591	591	NUM
cana-1245	198	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1245	199	1	[	[	X
cana-1245	199	2	7	7	NUM
cana-1245	199	3	]	]	X
cana-1245	199	4	zhang	zhang	PROPN
cana-1245	199	5	,	,	PUNCT
cana-1245	199	6	x.	x.	PROPN
cana-1245	199	7	,	,	PUNCT
cana-1245	199	8	&	&	CCONJ
cana-1245	199	9	deng	deng	PROPN
cana-1245	199	10	,	,	PUNCT
cana-1245	199	11	m.	m.	NOUN
cana-1245	199	12	(	(	PUNCT
cana-1245	199	13	2017	2017	NUM
cana-1245	199	14	)	)	PUNCT
cana-1245	199	15	.	.	PUNCT
cana-1245	200	1	an	an	DET
cana-1245	200	2	overview	overview	NOUN
cana-1245	200	3	of	of	ADP
cana-1245	200	4	data	datum	NOUN
cana-1245	200	5	deduplication	deduplication	NOUN
cana-1245	200	6	techniques	technique	NOUN
cana-1245	200	7	.	.	PUNCT
cana-1245	201	1	in	in	ADP
cana-1245	201	2	information	information	NOUN
cana-1245	201	3	technology	technology	NOUN
cana-1245	201	4	and	and	CCONJ
cana-1245	201	5	intelligent	intelligent	ADJ
cana-1245	201	6	transportation	transportation	NOUN
cana-1245	201	7	systems	system	NOUN
cana-1245	201	8	:	:	PUNCT
cana-1245	201	9	volume	volume	NOUN
cana-1245	201	10	2	2	NUM
cana-1245	201	11	,	,	PUNCT
cana-1245	201	12	proceedings	proceeding	NOUN
cana-1245	201	13	of	of	ADP
cana-1245	201	14	the	the	DET
cana-1245	201	15	2015	2015	NUM
cana-1245	201	16	international	international	ADJ
cana-1245	201	17	conference	conference	NOUN
cana-1245	201	18	on	on	ADP
cana-1245	201	19	information	information	NOUN
cana-1245	201	20	technology	technology	NOUN
cana-1245	201	21	and	and	CCONJ
cana-1245	201	22	intelligent	intelligent	ADJ
cana-1245	201	23	transportation	transportation	NOUN
cana-1245	201	24	systems	system	NOUN
cana-1245	201	25	itits	itit	VERB
cana-1245	201	26	2015	2015	NUM
cana-1245	201	27	,	,	PUNCT
cana-1245	201	28	held	hold	VERB
cana-1245	201	29	december	december	PROPN
cana-1245	201	30	12	12	NUM
cana-1245	201	31	-	-	SYM
cana-1245	201	32	13	13	NUM
cana-1245	201	33	,	,	PUNCT
cana-1245	201	34	2015	2015	NUM
cana-1245	201	35	,	,	PUNCT
cana-1245	201	36	xi’an	xi’an	PROPN
cana-1245	201	37	china	china	PROPN
cana-1245	201	38	(	(	PUNCT
cana-1245	201	39	pp	pp	PROPN
cana-1245	201	40	.	.	PUNCT
cana-1245	202	1	359	359	NUM
cana-1245	202	2	-	-	NUM
cana-1245	202	3	369	369	NUM
cana-1245	202	4	)	)	PUNCT
cana-1245	202	5	.	.	PUNCT
cana-1245	203	1	springer	springer	NOUN
cana-1245	203	2	international	international	ADJ
cana-1245	203	3	publishing	publishing	NOUN
cana-1245	203	4	.	.	PUNCT
cana-1245	204	1	[	[	X
cana-1245	204	2	8	8	NUM
cana-1245	204	3	]	]	X
cana-1245	204	4	nayak	nayak	PROPN
cana-1245	204	5	,	,	PUNCT
cana-1245	204	6	s.	s.	PROPN
cana-1245	204	7	k.	k.	PROPN
cana-1245	204	8	,	,	PUNCT
cana-1245	204	9	&	&	CCONJ
cana-1245	204	10	tripathy	tripathy	PROPN
cana-1245	204	11	,	,	PUNCT
cana-1245	204	12	s.	s.	PROPN
cana-1245	204	13	(	(	PUNCT
cana-1245	204	14	2020	2020	NUM
cana-1245	204	15	)	)	PUNCT
cana-1245	204	16	.	.	PUNCT
cana-1245	205	1	seds	sed	NOUN
cana-1245	205	2	:	:	PUNCT
cana-1245	205	3	secure	secure	ADJ
cana-1245	205	4	and	and	CCONJ
cana-1245	205	5	efficient	efficient	ADJ
cana-1245	205	6	server	server	NOUN
cana-1245	205	7	-	-	PUNCT
cana-1245	205	8	aided	aid	VERB
cana-1245	205	9	data	datum	NOUN
cana-1245	205	10	deduplication	deduplication	NOUN
cana-1245	205	11	scheme	scheme	NOUN
cana-1245	205	12	for	for	ADP
cana-1245	205	13	cloud	cloud	NOUN
cana-1245	205	14	storage	storage	NOUN
cana-1245	205	15	.	.	PUNCT
cana-1245	206	1	international	international	ADJ
cana-1245	206	2	journal	journal	PROPN
cana-1245	206	3	of	of	ADP
cana-1245	206	4	information	information	NOUN
cana-1245	206	5	security	security	NOUN
cana-1245	206	6	,	,	PUNCT
cana-1245	206	7	19(2	19(2	NUM
cana-1245	206	8	)	)	PUNCT
cana-1245	206	9	,	,	PUNCT
cana-1245	206	10	229	229	NUM
cana-1245	206	11	-	-	SYM
cana-1245	206	12	240	240	NUM
cana-1245	206	13	.	.	PUNCT
cana-1245	207	1	[	[	X
cana-1245	207	2	9	9	NUM
cana-1245	207	3	]	]	SYM
cana-1245	207	4	pg	pg	PROPN
cana-1245	207	5	,	,	PUNCT
cana-1245	207	6	s.	s.	PROPN
cana-1245	207	7	,	,	PUNCT
cana-1245	207	8	rk	rk	NOUN
cana-1245	207	9	,	,	PUNCT
cana-1245	207	10	n.	n.	NOUN
cana-1245	207	11	,	,	PUNCT
cana-1245	207	12	menon	menon	PROPN
cana-1245	207	13	,	,	PUNCT
cana-1245	207	14	v.	v.	PROPN
cana-1245	207	15	g.	g.	PROPN
cana-1245	207	16	,	,	PUNCT
cana-1245	207	17	p	p	X
cana-1245	207	18	,	,	PUNCT
cana-1245	207	19	v.	v.	PROPN
cana-1245	207	20	,	,	PUNCT
cana-1245	207	21	abbasi	abbasi	PROPN
cana-1245	207	22	,	,	PUNCT
cana-1245	207	23	m.	m.	NOUN
cana-1245	207	24	,	,	PUNCT
cana-1245	207	25	&	&	CCONJ
cana-1245	207	26	khosravi	khosravi	NOUN
cana-1245	207	27	,	,	PUNCT
cana-1245	207	28	m.	m.	NOUN
cana-1245	207	29	r.	r.	PROPN
cana-1245	207	30	(	(	PUNCT
cana-1245	207	31	2020	2020	NUM
cana-1245	207	32	)	)	PUNCT
cana-1245	207	33	.	.	PUNCT
cana-1245	208	1	a	a	DET
cana-1245	208	2	secure	secure	ADJ
cana-1245	208	3	data	data	NOUN
cana-1245	208	4	deduplication	deduplication	NOUN
cana-1245	208	5	system	system	NOUN
cana-1245	208	6	for	for	ADP
cana-1245	208	7	integrated	integrate	VERB
cana-1245	208	8	cloud	cloud	ADJ
cana-1245	208	9	-	-	PUNCT
cana-1245	208	10	edge	edge	NOUN
cana-1245	208	11	networks	network	NOUN
cana-1245	208	12	.	.	PUNCT
cana-1245	209	1	journal	journal	NOUN
cana-1245	209	2	of	of	ADP
cana-1245	209	3	cloud	cloud	PROPN
cana-1245	209	4	computing	computing	NOUN
cana-1245	209	5	,	,	PUNCT
cana-1245	209	6	9	9	NUM
cana-1245	209	7	,	,	PUNCT
cana-1245	209	8	1	1	NUM
cana-1245	209	9	-	-	SYM
cana-1245	209	10	12	12	NUM
cana-1245	209	11	.	.	PUNCT
cana-1245	210	1	[	[	X
cana-1245	210	2	10	10	NUM
cana-1245	210	3	]	]	PUNCT
cana-1245	210	4	shin	shin	NOUN
cana-1245	210	5	,	,	PUNCT
cana-1245	210	6	h.	h.	PROPN
cana-1245	210	7	,	,	PUNCT
cana-1245	210	8	koo	koo	PROPN
cana-1245	210	9	,	,	PUNCT
cana-1245	210	10	d.	d.	PROPN
cana-1245	210	11	,	,	PUNCT
cana-1245	210	12	&	&	CCONJ
cana-1245	210	13	hur	hur	PROPN
cana-1245	210	14	,	,	PUNCT
cana-1245	210	15	j.	j.	PROPN
cana-1245	210	16	(	(	PUNCT
cana-1245	210	17	2022	2022	NUM
cana-1245	210	18	)	)	PUNCT
cana-1245	210	19	.	.	PUNCT
cana-1245	211	1	secure	secure	ADJ
cana-1245	211	2	and	and	CCONJ
cana-1245	211	3	efficient	efficient	ADJ
cana-1245	211	4	hybrid	hybrid	ADJ
cana-1245	211	5	data	datum	NOUN
cana-1245	211	6	deduplication	deduplication	NOUN
cana-1245	211	7	in	in	ADP
cana-1245	211	8	edge	edge	NOUN
cana-1245	211	9	computing	computing	NOUN
cana-1245	211	10	.	.	PUNCT
cana-1245	212	1	acm	acm	PROPN
cana-1245	212	2	transactions	transaction	NOUN
cana-1245	212	3	on	on	ADP
cana-1245	212	4	internet	internet	NOUN
cana-1245	212	5	technology	technology	NOUN
cana-1245	212	6	(	(	PUNCT
cana-1245	212	7	toit	toit	NOUN
cana-1245	212	8	)	)	PUNCT
cana-1245	212	9	,	,	PUNCT
cana-1245	212	10	22(3	22(3	NUM
cana-1245	212	11	)	)	PUNCT
cana-1245	212	12	,	,	PUNCT
cana-1245	212	13	1	1	NUM
cana-1245	212	14	-	-	SYM
cana-1245	212	15	25	25	NUM
cana-1245	212	16	.	.	PUNCT
cana-1245	213	1	[	[	X
cana-1245	213	2	11	11	NUM
cana-1245	213	3	]	]	X
cana-1245	213	4	liang	liang	PROPN
cana-1245	213	5	,	,	PUNCT
cana-1245	213	6	x.	x.	PROPN
cana-1245	213	7	,	,	PUNCT
cana-1245	213	8	yan	yan	PROPN
cana-1245	213	9	,	,	PUNCT
cana-1245	213	10	z.	z.	PROPN
cana-1245	213	11	,	,	PUNCT
cana-1245	213	12	deng	deng	PROPN
cana-1245	213	13	,	,	PUNCT
cana-1245	213	14	r.	r.	PROPN
cana-1245	213	15	h.	h.	PROPN
cana-1245	213	16	,	,	PUNCT
cana-1245	213	17	&	&	CCONJ
cana-1245	213	18	zheng	zheng	PROPN
cana-1245	213	19	,	,	PUNCT
cana-1245	213	20	q.	q.	PROPN
cana-1245	213	21	(	(	PUNCT
cana-1245	213	22	2020	2020	NUM
cana-1245	213	23	)	)	PUNCT
cana-1245	213	24	.	.	PUNCT
cana-1245	214	1	investigating	investigate	VERB
cana-1245	214	2	the	the	DET
cana-1245	214	3	adoption	adoption	NOUN
cana-1245	214	4	of	of	ADP
cana-1245	214	5	hybrid	hybrid	ADJ
cana-1245	214	6	encrypted	encrypt	VERB
cana-1245	214	7	cloud	cloud	NOUN
cana-1245	214	8	data	datum	NOUN
cana-1245	214	9	deduplication	deduplication	NOUN
cana-1245	214	10	with	with	ADP
cana-1245	214	11	game	game	NOUN
cana-1245	214	12	theory	theory	NOUN
cana-1245	214	13	.	.	PUNCT
cana-1245	215	1	ieee	ieee	NOUN
cana-1245	215	2	transactions	transaction	NOUN
cana-1245	215	3	on	on	ADP
cana-1245	215	4	parallel	parallel	ADJ
cana-1245	215	5	and	and	CCONJ
cana-1245	215	6	distributed	distributed	ADJ
cana-1245	215	7	systems	system	NOUN
cana-1245	215	8	,	,	PUNCT
cana-1245	215	9	32(3	32(3	NUM
cana-1245	215	10	)	)	PUNCT
cana-1245	215	11	,	,	PUNCT
cana-1245	215	12	587	587	NUM
cana-1245	215	13	-	-	SYM
cana-1245	215	14	600	600	NUM
cana-1245	215	15	.	.	PUNCT
cana-1245	216	1	[	[	X
cana-1245	216	2	12	12	NUM
cana-1245	216	3	]	]	PUNCT
cana-1245	216	4	gang	gang	NOUN
cana-1245	216	5	,	,	PUNCT
cana-1245	216	6	f.	f.	PROPN
cana-1245	216	7	,	,	PUNCT
cana-1245	216	8	&	&	CCONJ
cana-1245	216	9	wei	wei	PROPN
cana-1245	216	10	,	,	PUNCT
cana-1245	216	11	d.	d.	PROPN
cana-1245	216	12	(	(	PUNCT
cana-1245	216	13	2022	2022	NUM
cana-1245	216	14	)	)	PUNCT
cana-1245	216	15	.	.	PUNCT
cana-1245	217	1	dynamic	dynamic	ADJ
cana-1245	217	2	deduplication	deduplication	NOUN
cana-1245	217	3	algorithm	algorithm	NOUN
cana-1245	217	4	for	for	ADP
cana-1245	217	5	cross	cross	ADJ
cana-1245	217	6	-	-	ADJ
cana-1245	217	7	user	user	ADJ
cana-1245	217	8	duplicate	duplicate	NOUN
cana-1245	217	9	data	datum	NOUN
cana-1245	217	10	in	in	ADP
cana-1245	217	11	hybrid	hybrid	ADJ
cana-1245	217	12	cloud	cloud	NOUN
cana-1245	217	13	storage	storage	NOUN
cana-1245	217	14	.	.	PUNCT
cana-1245	218	1	security	security	NOUN
cana-1245	218	2	and	and	CCONJ
cana-1245	218	3	communication	communication	NOUN
cana-1245	218	4	networks	network	NOUN
cana-1245	218	5	,	,	PUNCT
cana-1245	218	6	2022	2022	NUM
cana-1245	218	7	.	.	PUNCT
cana-1245	219	1	[	[	X
cana-1245	219	2	13	13	NUM
cana-1245	219	3	]	]	X
cana-1245	219	4	haruna	haruna	PROPN
cana-1245	219	5	,	,	PUNCT
cana-1245	219	6	c.	c.	PROPN
cana-1245	219	7	r.	r.	PROPN
cana-1245	219	8	,	,	PUNCT
cana-1245	219	9	hou	hou	PROPN
cana-1245	219	10	,	,	PUNCT
cana-1245	219	11	m.	m.	NOUN
cana-1245	219	12	,	,	PUNCT
cana-1245	219	13	eghan	eghan	PROPN
cana-1245	219	14	,	,	PUNCT
cana-1245	219	15	m.	m.	NOUN
cana-1245	219	16	j.	j.	PROPN
cana-1245	219	17	,	,	PUNCT
cana-1245	219	18	kpiebaareh	kpiebaareh	PROPN
cana-1245	219	19	,	,	PUNCT
cana-1245	219	20	m.	m.	NOUN
cana-1245	219	21	y.	y.	PROPN
cana-1245	219	22	,	,	PUNCT
cana-1245	219	23	&	&	CCONJ
cana-1245	219	24	tandoh	tandoh	PROPN
cana-1245	219	25	,	,	PUNCT
cana-1245	219	26	l.	l.	PROPN
cana-1245	219	27	(	(	PUNCT
cana-1245	219	28	2019	2019	NUM
cana-1245	219	29	)	)	PUNCT
cana-1245	219	30	.	.	PUNCT
cana-1245	220	1	an	an	DET
cana-1245	220	2	effective	effective	ADJ
cana-1245	220	3	and	and	CCONJ
cana-1245	220	4	cost	cost	NOUN
cana-1245	220	5	-	-	PUNCT
cana-1245	220	6	based	base	VERB
cana-1245	220	7	framework	framework	NOUN
cana-1245	220	8	for	for	ADP
cana-1245	220	9	a	a	DET
cana-1245	220	10	qualitative	qualitative	ADJ
cana-1245	220	11	hybrid	hybrid	ADJ
cana-1245	220	12	data	datum	NOUN
cana-1245	220	13	deduplication	deduplication	NOUN
cana-1245	220	14	.	.	PUNCT
cana-1245	221	1	in	in	ADP
cana-1245	221	2	advances	advance	NOUN
cana-1245	221	3	in	in	ADP
cana-1245	221	4	computer	computer	NOUN
cana-1245	221	5	communication	communication	NOUN
cana-1245	221	6	and	and	CCONJ
cana-1245	221	7	computational	computational	ADJ
cana-1245	221	8	sciences	science	NOUN
cana-1245	221	9	:	:	PUNCT
cana-1245	221	10	proceedings	proceeding	NOUN
cana-1245	221	11	of	of	ADP
cana-1245	221	12	ic4s	ic4s	PROPN
cana-1245	221	13	2018	2018	NUM
cana-1245	221	14	(	(	PUNCT
cana-1245	221	15	pp	pp	ADJ
cana-1245	221	16	.	.	PUNCT
cana-1245	222	1	511	511	NUM
cana-1245	222	2	-	-	SYM
cana-1245	222	3	520	520	NUM
cana-1245	222	4	)	)	PUNCT
cana-1245	222	5	.	.	PUNCT
cana-1245	223	1	springer	springer	PROPN
cana-1245	223	2	singapore	singapore	PROPN
cana-1245	223	3	.	.	PUNCT
cana-1245	224	1	[	[	X
cana-1245	224	2	14	14	NUM
cana-1245	224	3	]	]	SYM
cana-1245	224	4	anwarbasha	anwarbasha	PROPN
cana-1245	224	5	,	,	PUNCT
cana-1245	224	6	h.	h.	PROPN
cana-1245	224	7	,	,	PUNCT
cana-1245	224	8	sasi	sasi	PROPN
cana-1245	224	9	kumar	kumar	PROPN
cana-1245	224	10	,	,	PUNCT
cana-1245	224	11	s.	s.	PROPN
cana-1245	224	12	,	,	PUNCT
cana-1245	224	13	&	&	CCONJ
cana-1245	224	14	dhanasekaran	dhanasekaran	PROPN
cana-1245	224	15	,	,	PUNCT
cana-1245	224	16	d.	d.	PROPN
cana-1245	224	17	(	(	PUNCT
cana-1245	224	18	2021	2021	NUM
cana-1245	224	19	)	)	PUNCT
cana-1245	224	20	.	.	PUNCT
cana-1245	225	1	an	an	DET
cana-1245	225	2	efficient	efficient	ADJ
cana-1245	225	3	and	and	CCONJ
cana-1245	225	4	secure	secure	ADJ
cana-1245	225	5	protocol	protocol	NOUN
cana-1245	225	6	for	for	ADP
cana-1245	225	7	checking	check	VERB
cana-1245	225	8	remote	remote	ADJ
cana-1245	225	9	data	datum	NOUN
cana-1245	225	10	integrity	integrity	NOUN
cana-1245	225	11	in	in	ADP
cana-1245	225	12	multi	multi	ADJ
cana-1245	225	13	-	-	ADJ
cana-1245	225	14	cloud	cloud	ADJ
cana-1245	225	15	environment	environment	NOUN
cana-1245	225	16	.	.	PUNCT
cana-1245	226	1	scientific	scientific	ADJ
cana-1245	226	2	reports	report	NOUN
cana-1245	226	3	,	,	PUNCT
cana-1245	226	4	11(1	11(1	NUM
cana-1245	226	5	)	)	PUNCT
cana-1245	226	6	,	,	PUNCT
cana-1245	226	7	13755	13755	NUM
cana-1245	226	8	.	.	PUNCT
cana-1245	227	1	[	[	X
cana-1245	227	2	15	15	NUM
cana-1245	227	3	]	]	X
cana-1245	227	4	grealy	grealy	PROPN
cana-1245	227	5	,	,	PUNCT
cana-1245	227	6	a.	a.	PROPN
cana-1245	227	7	,	,	PUNCT
cana-1245	227	8	langmore	langmore	NOUN
cana-1245	227	9	,	,	PUNCT
cana-1245	227	10	n.	n.	PROPN
cana-1245	227	11	e.	e.	PROPN
cana-1245	227	12	,	,	PUNCT
cana-1245	227	13	joseph	joseph	PROPN
cana-1245	227	14	,	,	PUNCT
cana-1245	227	15	l.	l.	PROPN
cana-1245	227	16	,	,	PUNCT
cana-1245	227	17	&	&	CCONJ
cana-1245	227	18	holleley	holleley	PROPN
cana-1245	227	19	,	,	PUNCT
cana-1245	227	20	c.	c.	PROPN
cana-1245	227	21	e.	e.	PROPN
cana-1245	227	22	(	(	PUNCT
cana-1245	227	23	2021	2021	NUM
cana-1245	227	24	)	)	PUNCT
cana-1245	227	25	.	.	PUNCT
cana-1245	228	1	genetic	genetic	ADJ
cana-1245	228	2	barcoding	barcoding	NOUN
cana-1245	228	3	of	of	ADP
cana-1245	228	4	museum	museum	NOUN
cana-1245	228	5	eggshell	eggshell	PROPN
cana-1245	228	6	improves	improve	VERB
cana-1245	228	7	data	data	NOUN
cana-1245	228	8	integrity	integrity	NOUN
cana-1245	228	9	of	of	ADP
cana-1245	228	10	avian	avian	ADJ
cana-1245	228	11	biological	biological	ADJ
cana-1245	228	12	collections	collection	NOUN
cana-1245	228	13	.	.	PUNCT
cana-1245	229	1	scientific	scientific	ADJ
cana-1245	229	2	reports	report	NOUN
cana-1245	229	3	,	,	PUNCT
cana-1245	229	4	11(1	11(1	NUM
cana-1245	229	5	)	)	PUNCT
cana-1245	229	6	,	,	PUNCT
cana-1245	229	7	1605	1605	NUM
cana-1245	229	8	.	.	PUNCT
cana-1245	230	1	[	[	X
cana-1245	230	2	16	16	NUM
cana-1245	230	3	]	]	X
cana-1245	230	4	wang	wang	PROPN
cana-1245	230	5	,	,	PUNCT
cana-1245	230	6	x.	x.	PROPN
cana-1245	230	7	,	,	PUNCT
cana-1245	230	8	chen	chen	PROPN
cana-1245	230	9	,	,	PUNCT
cana-1245	230	10	y.	y.	PROPN
cana-1245	230	11	,	,	PUNCT
cana-1245	230	12	jin	jin	PROPN
cana-1245	230	13	,	,	PUNCT
cana-1245	230	14	j.	j.	PROPN
cana-1245	230	15	,	,	PUNCT
cana-1245	230	16	&	&	CCONJ
cana-1245	230	17	zhang	zhang	PROPN
cana-1245	230	18	,	,	PUNCT
cana-1245	230	19	b.	b.	PROPN
cana-1245	230	20	(	(	PUNCT
cana-1245	230	21	2022	2022	NUM
cana-1245	230	22	)	)	PUNCT
cana-1245	230	23	.	.	PUNCT
cana-1245	231	1	fuzzy	fuzzy	ADJ
cana-1245	231	2	-	-	PUNCT
cana-1245	231	3	clustering	clustering	ADJ
cana-1245	231	4	and	and	CCONJ
cana-1245	231	5	fuzzy	fuzzy	ADJ
cana-1245	231	6	network	network	NOUN
cana-1245	231	7	based	base	VERB
cana-1245	231	8	interpretable	interpretable	ADJ
cana-1245	231	9	fuzzy	fuzzy	ADJ
cana-1245	231	10	model	model	NOUN
cana-1245	231	11	for	for	ADP
cana-1245	231	12	prediction	prediction	NOUN
cana-1245	231	13	.	.	PUNCT
cana-1245	232	1	scientific	scientific	ADJ
cana-1245	232	2	reports	report	NOUN
cana-1245	232	3	,	,	PUNCT
cana-1245	232	4	12(1	12(1	NUM
cana-1245	232	5	)	)	PUNCT
cana-1245	232	6	,	,	PUNCT
cana-1245	232	7	16279	16279	NUM
cana-1245	232	8	.	.	PUNCT
cana-1245	233	1	[	[	X
cana-1245	233	2	17	17	NUM
cana-1245	233	3	]	]	X
cana-1245	233	4	guo	guo	PROPN
cana-1245	233	5	,	,	PUNCT
cana-1245	233	6	l.	l.	PROPN
cana-1245	233	7	,	,	PUNCT
cana-1245	233	8	wang	wang	PROPN
cana-1245	233	9	,	,	PUNCT
cana-1245	233	10	p.	p.	PROPN
cana-1245	233	11	,	,	PUNCT
cana-1245	233	12	sun	sun	PROPN
cana-1245	233	13	,	,	PUNCT
cana-1245	233	14	r.	r.	PROPN
cana-1245	233	15	,	,	PUNCT
cana-1245	233	16	yang	yang	PROPN
cana-1245	233	17	,	,	PUNCT
cana-1245	233	18	c.	c.	PROPN
cana-1245	233	19	,	,	PUNCT
cana-1245	233	20	zhang	zhang	PROPN
cana-1245	233	21	,	,	PUNCT
cana-1245	233	22	n.	n.	PROPN
cana-1245	233	23	,	,	PUNCT
cana-1245	233	24	guo	guo	PROPN
cana-1245	233	25	,	,	PUNCT
cana-1245	233	26	y.	y.	PROPN
cana-1245	233	27	,	,	PUNCT
cana-1245	233	28	&	&	CCONJ
cana-1245	233	29	feng	feng	PROPN
cana-1245	233	30	,	,	PUNCT
cana-1245	233	31	y.	y.	PROPN
cana-1245	233	32	(	(	PUNCT
cana-1245	233	33	2018	2018	NUM
cana-1245	233	34	)	)	PUNCT
cana-1245	233	35	.	.	PUNCT
cana-1245	234	1	a	a	DET
cana-1245	234	2	fuzzy	fuzzy	ADJ
cana-1245	234	3	feature	feature	NOUN
cana-1245	234	4	fusion	fusion	NOUN
cana-1245	234	5	method	method	NOUN
cana-1245	234	6	for	for	ADP
cana-1245	234	7	auto	auto	NOUN
cana-1245	234	8	-	-	PUNCT
cana-1245	234	9	segmentation	segmentation	NOUN
cana-1245	234	10	of	of	ADP
cana-1245	234	11	gliomas	glioma	NOUN
cana-1245	234	12	with	with	ADP
cana-1245	234	13	multi	multi	ADJ
cana-1245	234	14	-	-	ADJ
cana-1245	234	15	modality	modality	NOUN
cana-1245	234	16	diffusion	diffusion	NOUN
cana-1245	234	17	and	and	CCONJ
cana-1245	234	18	perfusion	perfusion	NOUN
cana-1245	234	19	magnetic	magnetic	ADJ
cana-1245	234	20	resonance	resonance	NOUN
cana-1245	234	21	images	image	NOUN
cana-1245	234	22	in	in	ADP
cana-1245	234	23	radiotherapy	radiotherapy	NOUN
cana-1245	234	24	.	.	PUNCT
cana-1245	235	1	scientific	scientific	ADJ
cana-1245	235	2	reports	report	NOUN
cana-1245	235	3	,	,	PUNCT
cana-1245	235	4	8(1	8(1	NOUN
cana-1245	235	5	)	)	PUNCT
cana-1245	235	6	,	,	PUNCT
cana-1245	235	7	3231	3231	NUM
cana-1245	235	8	.	.	PUNCT
cana-1245	236	1	[	[	X
cana-1245	236	2	18	18	NUM
cana-1245	236	3	]	]	PUNCT
cana-1245	236	4	ahmadianfar	ahmadianfar	ADV
cana-1245	236	5	,	,	PUNCT
cana-1245	236	6	i.	i.	PROPN
cana-1245	236	7	,	,	PUNCT
cana-1245	236	8	shirvani	shirvani	PROPN
cana-1245	236	9	-	-	PUNCT
cana-1245	236	10	hosseini	hosseini	PROPN
cana-1245	236	11	,	,	PUNCT
cana-1245	236	12	s.	s.	PROPN
cana-1245	236	13	,	,	PUNCT
cana-1245	236	14	he	he	PRON
cana-1245	236	15	,	,	PUNCT
cana-1245	236	16	j.	j.	PROPN
cana-1245	236	17	,	,	PUNCT
cana-1245	236	18	samadi	samadi	NOUN
cana-1245	236	19	-	-	PUNCT
cana-1245	236	20	koucheksaraee	koucheksaraee	ADJ
cana-1245	236	21	,	,	PUNCT
cana-1245	236	22	a.	a.	NOUN
cana-1245	236	23	,	,	PUNCT
cana-1245	236	24	&	&	CCONJ
cana-1245	236	25	yaseen	yaseen	PROPN
cana-1245	236	26	,	,	PUNCT
cana-1245	236	27	z.	z.	PROPN
cana-1245	236	28	m.	m.	PROPN
cana-1245	236	29	(	(	PUNCT
cana-1245	236	30	2022	2022	NUM
cana-1245	236	31	)	)	PUNCT
cana-1245	236	32	.	.	PUNCT
cana-1245	237	1	an	an	DET
cana-1245	237	2	improved	improve	VERB
cana-1245	237	3	adaptive	adaptive	ADJ
cana-1245	237	4	neuro	neuro	NOUN
cana-1245	237	5	fuzzy	fuzzy	ADJ
cana-1245	237	6	inference	inference	NOUN
cana-1245	237	7	system	system	NOUN
cana-1245	237	8	model	model	NOUN
cana-1245	237	9	using	use	VERB
cana-1245	237	10	conjoined	conjoin	VERB
cana-1245	237	11	metaheuristic	metaheuristic	ADJ
cana-1245	237	12	algorithms	algorithm	NOUN
cana-1245	237	13	for	for	ADP
cana-1245	237	14	electrical	electrical	ADJ
cana-1245	237	15	conductivity	conductivity	NOUN
cana-1245	237	16	prediction	prediction	NOUN
cana-1245	237	17	.	.	PUNCT
cana-1245	238	1	scientific	scientific	ADJ
cana-1245	238	2	reports	report	NOUN
cana-1245	238	3	,	,	PUNCT
cana-1245	238	4	12(1	12(1	NUM
cana-1245	238	5	)	)	PUNCT
cana-1245	238	6	,	,	PUNCT
cana-1245	238	7	4934	4934	NUM
cana-1245	238	8	.	.	PUNCT
cana-1245	239	1	[	[	X
cana-1245	239	2	19	19	NUM
cana-1245	239	3	]	]	PUNCT
cana-1245	239	4	pasin	pasin	NOUN
cana-1245	239	5	,	,	PUNCT
cana-1245	239	6	o.	o.	PROPN
cana-1245	239	7	,	,	PUNCT
cana-1245	239	8	&	&	CCONJ
cana-1245	239	9	gonenc	gonenc	PROPN
cana-1245	239	10	,	,	PUNCT
cana-1245	239	11	s.	s.	PROPN
cana-1245	239	12	(	(	PUNCT
cana-1245	239	13	2023	2023	NUM
cana-1245	239	14	)	)	PUNCT
cana-1245	239	15	.	.	PUNCT
cana-1245	240	1	an	an	DET
cana-1245	240	2	investigation	investigation	NOUN
cana-1245	240	3	into	into	ADP
cana-1245	240	4	epidemiological	epidemiological	ADJ
cana-1245	240	5	situations	situation	NOUN
cana-1245	240	6	of	of	ADP
cana-1245	240	7	covid-19	covid-19	PROPN
cana-1245	240	8	with	with	ADP
cana-1245	240	9	fuzzy	fuzzy	ADJ
cana-1245	240	10	kmeans	kmean	NOUN
cana-1245	240	11	and	and	CCONJ
cana-1245	240	12	k	k	ADJ
cana-1245	240	13	-	-	ADJ
cana-1245	240	14	prototype	prototype	NOUN
cana-1245	240	15	clustering	clustering	ADJ
cana-1245	240	16	methods	method	NOUN
cana-1245	240	17	.	.	PUNCT
cana-1245	241	1	scientific	scientific	ADJ
cana-1245	241	2	reports	report	NOUN
cana-1245	241	3	,	,	PUNCT
cana-1245	241	4	13(1	13(1	NUM
cana-1245	241	5	)	)	PUNCT
cana-1245	241	6	,	,	PUNCT
cana-1245	241	7	6255	6255	NUM
cana-1245	241	8	.	.	PUNCT
cana-1245	242	1	[	[	X
cana-1245	242	2	20	20	NUM
cana-1245	242	3	]	]	PUNCT
cana-1245	242	4	mosavi	mosavi	NOUN
cana-1245	242	5	,	,	PUNCT
cana-1245	242	6	a.	a.	NOUN
cana-1245	242	7	,	,	PUNCT
cana-1245	242	8	golshan	golshan	ADV
cana-1245	242	9	,	,	PUNCT
cana-1245	242	10	m.	m.	NOUN
cana-1245	242	11	,	,	PUNCT
cana-1245	242	12	choubin	choubin	PROPN
cana-1245	242	13	,	,	PUNCT
cana-1245	242	14	b.	b.	PROPN
cana-1245	242	15	,	,	PUNCT
cana-1245	242	16	ziegler	ziegler	PROPN
cana-1245	242	17	,	,	PUNCT
cana-1245	242	18	a.	a.	PROPN
cana-1245	242	19	d.	d.	PROPN
cana-1245	242	20	,	,	PUNCT
cana-1245	242	21	sigaroodi	sigaroodi	VERB
cana-1245	242	22	,	,	PUNCT
cana-1245	242	23	s.	s.	PROPN
cana-1245	242	24	k.	k.	PROPN
cana-1245	242	25	,	,	PUNCT
cana-1245	242	26	zhang	zhang	PROPN
cana-1245	242	27	,	,	PUNCT
cana-1245	242	28	f.	f.	PROPN
cana-1245	242	29	,	,	PUNCT
cana-1245	242	30	&	&	CCONJ
cana-1245	242	31	dineva	dineva	PROPN
cana-1245	242	32	,	,	PUNCT
cana-1245	242	33	a.	a.	NOUN
cana-1245	242	34	a.	a.	NOUN
cana-1245	242	35	(	(	PUNCT
cana-1245	242	36	2021	2021	NUM
cana-1245	242	37	)	)	PUNCT
cana-1245	242	38	.	.	PUNCT
cana-1245	243	1	fuzzy	fuzzy	ADJ
cana-1245	243	2	clustering	clustering	NOUN
cana-1245	243	3	and	and	CCONJ
cana-1245	243	4	distributed	distributed	ADJ
cana-1245	243	5	model	model	NOUN
cana-1245	243	6	for	for	ADP
cana-1245	243	7	streamflow	streamflow	NOUN
cana-1245	243	8	estimation	estimation	NOUN
cana-1245	243	9	in	in	ADP
cana-1245	243	10	ungauged	ungauged	ADJ
cana-1245	243	11	watersheds	watershed	NOUN
cana-1245	243	12	.	.	PUNCT
cana-1245	244	1	scientific	scientific	ADJ
cana-1245	244	2	reports	report	NOUN
cana-1245	244	3	,	,	PUNCT
cana-1245	244	4	11(1	11(1	NUM
cana-1245	244	5	)	)	PUNCT
cana-1245	244	6	,	,	PUNCT
cana-1245	244	7	8243	8243	NUM
cana-1245	244	8	.	.	PUNCT