id	sid	tid	token	lemma	pos
cana-1801	1	1	communications	communication	NOUN
cana-1801	1	2	on	on	ADP
cana-1801	1	3	applied	apply	VERB
cana-1801	1	4	nonlinear	nonlinear	ADJ
cana-1801	1	5	analysis	analysis	NOUN
cana-1801	1	6	issn	issn	NOUN
cana-1801	1	7	:	:	PUNCT
cana-1801	1	8	1074	1074	NUM
cana-1801	1	9	-	-	PUNCT
cana-1801	1	10	133x	133x	NUM
cana-1801	1	11	vol	vol	NOUN
cana-1801	1	12	32	32	NUM
cana-1801	1	13	no	no	NOUN
cana-1801	1	14	.	.	NOUN
cana-1801	1	15	2	2	NUM
cana-1801	1	16	(	(	PUNCT
cana-1801	1	17	2025	2025	NUM
cana-1801	1	18	)	)	PUNCT
cana-1801	1	19	514	514	NUM
cana-1801	1	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-1801	1	21	a	a	DET
cana-1801	1	22	novel	novel	ADJ
cana-1801	1	23	approach	approach	NOUN
cana-1801	1	24	to	to	ADP
cana-1801	1	25	confidentiality	confidentiality	NOUN
cana-1801	1	26	preservation	preservation	NOUN
cana-1801	1	27	in	in	ADP
cana-1801	1	28	big	big	ADJ
cana-1801	1	29	data	datum	NOUN
cana-1801	1	30	using	use	VERB
cana-1801	1	31	distinct	distinct	ADJ
cana-1801	1	32	contextual	contextual	ADJ
cana-1801	1	33	sensitivity	sensitivity	NOUN
cana-1801	1	34	hashing	hash	VERB
cana-1801	1	35	dr	dr	PROPN
cana-1801	1	36	gowthami	gowthami	PROPN
cana-1801	1	37	v1	v1	PROPN
cana-1801	1	38	,	,	PUNCT
cana-1801	1	39	dr	dr	PROPN
cana-1801	1	40	p	p	PROPN
cana-1801	1	41	v	v	PROPN
cana-1801	1	42	kumaraguru2	kumaraguru2	NOUN
cana-1801	1	43	,	,	PUNCT
cana-1801	1	44	s.	s.	PROPN
cana-1801	1	45	mohammed	mohammed	PROPN
cana-1801	1	46	nawaz	nawaz	PROPN
cana-1801	1	47	basha3	basha3	PROPN
cana-1801	1	48	,	,	PUNCT
cana-1801	1	49	afsal	afsal	ADJ
cana-1801	1	50	basha	basha	PROPN
cana-1801	1	51	v	v	ADP
cana-1801	1	52	a4	a4	PROPN
cana-1801	1	53	1associate	1associate	NUM
cana-1801	1	54	professor	professor	NOUN
cana-1801	1	55	,	,	PUNCT
cana-1801	1	56	school	school	NOUN
cana-1801	1	57	of	of	ADP
cana-1801	1	58	sciences	science	NOUN
cana-1801	1	59	and	and	CCONJ
cana-1801	1	60	computer	computer	NOUN
cana-1801	1	61	studies	study	NOUN
cana-1801	1	62	,	,	PUNCT
cana-1801	1	63	cmr	cmr	PROPN
cana-1801	1	64	university	university	PROPN
cana-1801	1	65	,	,	PUNCT
cana-1801	1	66	chagalahatti	chagalahatti	PROPN
cana-1801	1	67	,	,	PUNCT
cana-1801	1	68	bengaluru	bengaluru	PROPN
cana-1801	1	69	,	,	PUNCT
cana-1801	1	70	karnataka	karnataka	PROPN
cana-1801	1	71	,	,	PUNCT
cana-1801	1	72	india	india	PROPN
cana-1801	1	73	.	.	PUNCT
cana-1801	2	1	e	e	X
cana-1801	2	2	-	-	NOUN
cana-1801	2	3	mail	mail	NOUN
cana-1801	2	4	:	:	PUNCT
cana-1801	2	5	v.gowthami@cmr.edu.in	v.gowthami@cmr.edu.in	PROPN
cana-1801	2	6	2coe	2coe	NUM
cana-1801	2	7	&	&	CCONJ
cana-1801	2	8	associate	associate	PROPN
cana-1801	2	9	professor	professor	NOUN
cana-1801	2	10	,	,	PUNCT
cana-1801	2	11	department	department	NOUN
cana-1801	2	12	of	of	ADP
cana-1801	2	13	mca	mca	PROPN
cana-1801	2	14	,	,	PUNCT
cana-1801	2	15	guru	guru	NOUN
cana-1801	2	16	nanak	nanak	PROPN
cana-1801	2	17	college	college	PROPN
cana-1801	2	18	(	(	PUNCT
cana-1801	2	19	autonomous	autonomous	ADJ
cana-1801	2	20	)	)	PUNCT
cana-1801	2	21	,	,	PUNCT
cana-1801	2	22	velachery	velachery	PROPN
cana-1801	2	23	,	,	PUNCT
cana-1801	2	24	chennai	chennai	PROPN
cana-1801	2	25	,	,	PUNCT
cana-1801	2	26	tamil	tamil	PROPN
cana-1801	2	27	nadu	nadu	PROPN
cana-1801	2	28	,	,	PUNCT
cana-1801	2	29	india	india	PROPN
cana-1801	2	30	.	.	PUNCT
cana-1801	3	1	e	e	X
cana-1801	3	2	-	-	NOUN
cana-1801	3	3	mail	mail	NOUN
cana-1801	3	4	:	:	PUNCT
cana-1801	3	5	pvkumaraguru@gurunanakcollege.edu.in	pvkumaraguru@gurunanakcollege.edu.in	PROPN
cana-1801	3	6	3assistant	3assistant	NUM
cana-1801	3	7	professor	professor	NOUN
cana-1801	3	8	,	,	PUNCT
cana-1801	3	9	department	department	NOUN
cana-1801	3	10	of	of	ADP
cana-1801	3	11	computer	computer	NOUN
cana-1801	3	12	science	science	NOUN
cana-1801	3	13	,	,	PUNCT
cana-1801	3	14	islamiah	islamiah	PROPN
cana-1801	3	15	college	college	NOUN
cana-1801	3	16	(	(	PUNCT
cana-1801	3	17	autonomous	autonomous	ADJ
cana-1801	3	18	)	)	PUNCT
cana-1801	3	19	,	,	PUNCT
cana-1801	3	20	vaniyambadi	vaniyambadi	NOUN
cana-1801	3	21	,	,	PUNCT
cana-1801	3	22	tamil	tamil	PROPN
cana-1801	3	23	nadu	nadu	PROPN
cana-1801	3	24	,	,	PUNCT
cana-1801	3	25	india	india	PROPN
cana-1801	3	26	.	.	PUNCT
cana-1801	4	1	e	e	X
cana-1801	4	2	-	-	NOUN
cana-1801	4	3	mail	mail	NOUN
cana-1801	4	4	:	:	PUNCT
cana-1801	5	1	nbasha19977@gmail.com	nbasha19977@gmail.com	X
cana-1801	6	1	4assistant	4assistant	NUM
cana-1801	6	2	professor	professor	NOUN
cana-1801	6	3	,	,	PUNCT
cana-1801	6	4	department	department	NOUN
cana-1801	6	5	of	of	ADP
cana-1801	6	6	computer	computer	NOUN
cana-1801	6	7	science	science	NOUN
cana-1801	6	8	,	,	PUNCT
cana-1801	6	9	islamiah	islamiah	PROPN
cana-1801	6	10	college	college	NOUN
cana-1801	6	11	(	(	PUNCT
cana-1801	6	12	autonomous	autonomous	ADJ
cana-1801	6	13	)	)	PUNCT
cana-1801	6	14	,	,	PUNCT
cana-1801	6	15	vaniyambadi	vaniyambadi	NOUN
cana-1801	6	16	,	,	PUNCT
cana-1801	6	17	tamil	tamil	PROPN
cana-1801	6	18	nadu	nadu	PROPN
cana-1801	6	19	,	,	PUNCT
cana-1801	6	20	india	india	PROPN
cana-1801	6	21	.	.	PUNCT
cana-1801	7	1	e	e	X
cana-1801	7	2	-	-	NOUN
cana-1801	7	3	mail	mail	NOUN
cana-1801	7	4	:	:	PUNCT
cana-1801	8	1	vaafsalbasha@gmail.com	vaafsalbasha@gmail.com	X
cana-1801	8	2	article	article	NOUN
cana-1801	8	3	history	history	NOUN
cana-1801	8	4	:	:	PUNCT
cana-1801	8	5	received	receive	VERB
cana-1801	8	6	:	:	PUNCT
cana-1801	8	7	05	05	NUM
cana-1801	8	8	-	-	SYM
cana-1801	8	9	08	08	NUM
cana-1801	8	10	-	-	PUNCT
cana-1801	8	11	2024	2024	NUM
cana-1801	8	12	revised	revise	VERB
cana-1801	8	13	:	:	PUNCT
cana-1801	8	14	14	14	NUM
cana-1801	8	15	-	-	SYM
cana-1801	8	16	09	09	NUM
cana-1801	8	17	-	-	PUNCT
cana-1801	8	18	2024	2024	NUM
cana-1801	8	19	accepted	accept	VERB
cana-1801	8	20	:	:	PUNCT
cana-1801	8	21	21	21	NUM
cana-1801	8	22	-	-	SYM
cana-1801	8	23	09	09	NUM
cana-1801	8	24	-	-	PUNCT
cana-1801	8	25	2024	2024	NUM
cana-1801	8	26	abstract	abstract	NOUN
cana-1801	8	27	:	:	PUNCT
cana-1801	8	28	despite	despite	SCONJ
cana-1801	8	29	the	the	DET
cana-1801	8	30	rapid	rapid	ADJ
cana-1801	8	31	development	development	NOUN
cana-1801	8	32	of	of	ADP
cana-1801	8	33	technological	technological	ADJ
cana-1801	8	34	innovations	innovation	NOUN
cana-1801	8	35	(	(	PUNCT
cana-1801	8	36	it	it	PRON
cana-1801	8	37	)	)	PUNCT
cana-1801	8	38	,	,	PUNCT
cana-1801	8	39	hypersensitive	hypersensitive	ADJ
cana-1801	8	40	large	large	ADJ
cana-1801	8	41	-	-	PUNCT
cana-1801	8	42	scale	scale	NOUN
cana-1801	8	43	data	datum	NOUN
cana-1801	8	44	assembling	assembling	NOUN
cana-1801	8	45	and	and	CCONJ
cana-1801	8	46	efficiency	efficiency	NOUN
cana-1801	8	47	have	have	AUX
cana-1801	8	48	gotten	get	VERB
cana-1801	8	49	better	well	ADV
cana-1801	8	50	.	.	PUNCT
cana-1801	9	1	to	to	PART
cana-1801	9	2	preserve	preserve	VERB
cana-1801	9	3	the	the	DET
cana-1801	9	4	confidentiality	confidentiality	NOUN
cana-1801	9	5	of	of	ADP
cana-1801	9	6	patients	patient	NOUN
cana-1801	9	7	in	in	ADP
cana-1801	9	8	the	the	DET
cana-1801	9	9	field	field	NOUN
cana-1801	9	10	of	of	ADP
cana-1801	9	11	health	health	NOUN
cana-1801	9	12	care	care	NOUN
cana-1801	9	13	,	,	PUNCT
cana-1801	9	14	it	it	PRON
cana-1801	9	15	is	be	AUX
cana-1801	9	16	necessary	necessary	ADJ
cana-1801	9	17	to	to	PART
cana-1801	9	18	reduce	reduce	VERB
cana-1801	9	19	redundant	redundant	ADJ
cana-1801	9	20	confidential	confidential	ADJ
cana-1801	9	21	data	datum	NOUN
cana-1801	9	22	whereas	whereas	SCONJ
cana-1801	9	23	implementing	implement	VERB
cana-1801	9	24	hazardous	hazardous	ADJ
cana-1801	9	25	big	big	ADJ
cana-1801	9	26	data	datum	NOUN
cana-1801	9	27	sets	set	NOUN
cana-1801	9	28	which	which	PRON
cana-1801	9	29	need	need	VERB
cana-1801	9	30	to	to	PART
cana-1801	9	31	be	be	AUX
cana-1801	9	32	discovered	discover	VERB
cana-1801	9	33	with	with	ADP
cana-1801	9	34	the	the	DET
cana-1801	9	35	goal	goal	NOUN
cana-1801	9	36	to	to	PART
cana-1801	9	37	gather	gather	VERB
cana-1801	9	38	appropriate	appropriate	ADJ
cana-1801	9	39	data	datum	NOUN
cana-1801	9	40	.	.	PUNCT
cana-1801	10	1	over	over	ADP
cana-1801	10	2	the	the	DET
cana-1801	10	3	past	past	ADJ
cana-1801	10	4	decade	decade	NOUN
cana-1801	10	5	,	,	PUNCT
cana-1801	10	6	an	an	DET
cana-1801	10	7	array	array	NOUN
cana-1801	10	8	of	of	ADP
cana-1801	10	9	preserving	preserve	VERB
cana-1801	10	10	confidentiality	confidentiality	NOUN
cana-1801	10	11	approaches	approach	NOUN
cana-1801	10	12	has	have	AUX
cana-1801	10	13	been	be	AUX
cana-1801	10	14	implemented	implement	VERB
cana-1801	10	15	employed	employ	VERB
cana-1801	10	16	by	by	ADP
cana-1801	10	17	employing	employ	VERB
cana-1801	10	18	the	the	DET
cana-1801	10	19	quasi	quasi	NOUN
cana-1801	10	20	-	-	NOUN
cana-1801	10	21	identifier	identifier	ADJ
cana-1801	10	22	(	(	PUNCT
cana-1801	10	23	qi	qi	NOUN
cana-1801	10	24	)	)	PUNCT
cana-1801	10	25	with	with	ADP
cana-1801	10	26	application	application	NOUN
cana-1801	10	27	which	which	PRON
cana-1801	10	28	includes	include	VERB
cana-1801	10	29	healthcare	healthcare	NOUN
cana-1801	10	30	services	service	NOUN
cana-1801	10	31	.	.	PUNCT
cana-1801	11	1	nevertheless	nevertheless	ADV
cana-1801	11	2	,	,	PUNCT
cana-1801	11	3	because	because	SCONJ
cana-1801	11	4	of	of	ADP
cana-1801	11	5	the	the	DET
cana-1801	11	6	enormous	enormous	ADJ
cana-1801	11	7	quantity	quantity	NOUN
cana-1801	11	8	of	of	ADP
cana-1801	11	9	the	the	DET
cana-1801	11	10	majority	majority	NOUN
cana-1801	11	11	of	of	ADP
cana-1801	11	12	databases	database	NOUN
cana-1801	11	13	,	,	PUNCT
cana-1801	11	14	protecting	protect	VERB
cana-1801	11	15	confidentiality	confidentiality	NOUN
cana-1801	11	16	across	across	ADP
cana-1801	11	17	near	near	ADJ
cana-1801	11	18	-	-	PUNCT
cana-1801	11	19	identifiers	identifier	NOUN
cana-1801	11	20	remains	remain	VERB
cana-1801	11	21	challenging	challenge	VERB
cana-1801	11	22	in	in	ADP
cana-1801	11	23	situations	situation	NOUN
cana-1801	11	24	of	of	ADP
cana-1801	11	25	enormous	enormous	ADJ
cana-1801	11	26	amounts	amount	NOUN
cana-1801	11	27	of	of	ADP
cana-1801	11	28	data	datum	NOUN
cana-1801	11	29	.	.	PUNCT
cana-1801	12	1	because	because	SCONJ
cana-1801	12	2	of	of	ADP
cana-1801	12	3	datasets	dataset	NOUN
cana-1801	12	4	evolving	evolve	VERB
cana-1801	12	5	constantly	constantly	ADV
cana-1801	12	6	,	,	PUNCT
cana-1801	12	7	traditional	traditional	ADJ
cana-1801	12	8	methods	method	NOUN
cana-1801	12	9	experience	experience	VERB
cana-1801	12	10	more	more	ADJ
cana-1801	12	11	time	time	NOUN
cana-1801	12	12	utilisation	utilisation	NOUN
cana-1801	12	13	and	and	CCONJ
cana-1801	12	14	reduced	reduce	VERB
cana-1801	12	15	knowledge	knowledge	NOUN
cana-1801	12	16	utility	utility	NOUN
cana-1801	12	17	.	.	PUNCT
cana-1801	13	1	in	in	ADP
cana-1801	13	2	this	this	DET
cana-1801	13	3	paper	paper	NOUN
cana-1801	13	4	,	,	PUNCT
cana-1801	13	5	researchers	researcher	NOUN
cana-1801	13	6	present	present	VERB
cana-1801	13	7	an	an	DET
cana-1801	13	8	advantageous	advantageous	ADJ
cana-1801	13	9	distinct	distinct	ADJ
cana-1801	13	10	contextual	contextual	ADJ
cana-1801	13	11	highly	highly	ADV
cana-1801	13	12	sensitive	sensitive	ADJ
cana-1801	13	13	with	with	ADP
cana-1801	13	14	hellinger	hellinger	ADJ
cana-1801	13	15	convolutional	convolutional	ADJ
cana-1801	13	16	learner	learner	NOUN
cana-1801	13	17	(	(	PUNCT
cana-1801	13	18	dcs	dcs	PROPN
cana-1801	13	19	-	-	PUNCT
cana-1801	13	20	hcl	hcl	PROPN
cana-1801	13	21	)	)	PUNCT
cana-1801	13	22	technique	technique	NOUN
cana-1801	13	23	that	that	PRON
cana-1801	13	24	preserves	preserve	VERB
cana-1801	13	25	anonymity	anonymity	NOUN
cana-1801	13	26	yet	yet	ADV
cana-1801	13	27	optimising	optimise	VERB
cana-1801	13	28	the	the	DET
cana-1801	13	29	value	value	NOUN
cana-1801	13	30	of	of	ADP
cana-1801	13	31	information	information	NOUN
cana-1801	13	32	across	across	ADP
cana-1801	13	33	enormous	enormous	ADJ
cana-1801	13	34	medical	medical	ADJ
cana-1801	13	35	databases	database	NOUN
cana-1801	13	36	.	.	PUNCT
cana-1801	14	1	in	in	ADP
cana-1801	14	2	the	the	DET
cana-1801	14	3	beginning	beginning	NOUN
cana-1801	14	4	a	a	DET
cana-1801	14	5	distinct	distinct	ADJ
cana-1801	14	6	impact	impact	NOUN
cana-1801	14	7	contextual	contextual	ADJ
cana-1801	14	8	delicate	delicate	ADJ
cana-1801	14	9	hashing	hashing	NOUN
cana-1801	14	10	,	,	PUNCT
cana-1801	14	11	or	or	CCONJ
cana-1801	14	12	framework	framework	NOUN
cana-1801	14	13	is	be	AUX
cana-1801	14	14	generated	generate	VERB
cana-1801	14	15	using	use	VERB
cana-1801	14	16	the	the	DET
cana-1801	14	17	input	input	NOUN
cana-1801	14	18	that	that	PRON
cana-1801	14	19	has	have	AUX
cana-1801	14	20	been	be	AUX
cana-1801	14	21	provided	provide	VERB
cana-1801	14	22	massive	massive	ADJ
cana-1801	14	23	dataset	dataset	NOUN
cana-1801	14	24	,	,	PUNCT
cana-1801	14	25	and	and	CCONJ
cana-1801	14	26	this	this	DET
cana-1801	14	27	model	model	NOUN
cana-1801	14	28	examines	examine	VERB
cana-1801	14	29	each	each	PRON
cana-1801	14	30	of	of	ADP
cana-1801	14	31	the	the	DET
cana-1801	14	32	distinct	distinct	NOUN
cana-1801	14	33	and	and	CCONJ
cana-1801	14	34	affect	affect	VERB
cana-1801	14	35	variables	variable	NOUN
cana-1801	14	36	prior	prior	ADV
cana-1801	14	37	implementing	implement	VERB
cana-1801	14	38	the	the	DET
cana-1801	14	39	results	result	NOUN
cana-1801	14	40	to	to	ADP
cana-1801	14	41	contextual	contextual	ADJ
cana-1801	14	42	sensitivity	sensitivity	NOUN
cana-1801	14	43	hashing	hashing	NOUN
cana-1801	14	44	.	.	PUNCT
cana-1801	15	1	this	this	PRON
cana-1801	15	2	serves	serve	VERB
cana-1801	15	3	as	as	ADP
cana-1801	15	4	a	a	DET
cana-1801	15	5	basis	basis	NOUN
cana-1801	15	6	enabling	enable	VERB
cana-1801	15	7	the	the	DET
cana-1801	15	8	development	development	NOUN
cana-1801	15	9	of	of	ADP
cana-1801	15	10	highly	highly	ADV
cana-1801	15	11	computationally	computationally	ADV
cana-1801	15	12	effective	effective	ADJ
cana-1801	15	13	anonymous	anonymous	ADJ
cana-1801	15	14	information	information	NOUN
cana-1801	15	15	through	through	ADP
cana-1801	15	16	correlating	correlate	VERB
cana-1801	15	17	associated	associated	ADJ
cana-1801	15	18	qiclasses	qiclasse	NOUN
cana-1801	15	19	.	.	PUNCT
cana-1801	16	1	for	for	ADP
cana-1801	16	2	the	the	DET
cana-1801	16	3	purpose	purpose	NOUN
cana-1801	16	4	of	of	ADP
cana-1801	16	5	preserve	preserve	VERB
cana-1801	16	6	the	the	DET
cana-1801	16	7	confidential	confidential	ADJ
cana-1801	16	8	nature	nature	NOUN
cana-1801	16	9	associated	associate	VERB
cana-1801	16	10	with	with	ADP
cana-1801	16	11	personal	personal	ADJ
cana-1801	16	12	data	datum	NOUN
cana-1801	16	13	that	that	PRON
cana-1801	16	14	is	be	AUX
cana-1801	16	15	unstructured	unstructure	VERB
cana-1801	16	16	,	,	PUNCT
cana-1801	16	17	an	an	DET
cana-1801	16	18	hellinger	hellinger	ADJ
cana-1801	16	19	convolutional	convolutional	ADJ
cana-1801	16	20	neuro	neuro	PROPN
cana-1801	16	21	security	security	NOUN
cana-1801	16	22	conservation	conservation	NOUN
cana-1801	16	23	algorithm	algorithm	NOUN
cana-1801	16	24	has	have	AUX
cana-1801	16	25	been	be	AUX
cana-1801	16	26	provided	provide	VERB
cana-1801	16	27	.	.	PUNCT
cana-1801	17	1	this	this	PRON
cana-1801	17	2	is	be	AUX
cana-1801	17	3	accomplished	accomplish	VERB
cana-1801	17	4	through	through	ADP
cana-1801	17	5	modifying	modify	VERB
cana-1801	17	6	cnn	cnn	PROPN
cana-1801	17	7	's	's	PART
cana-1801	17	8	algorithms	algorithms	NOUN
cana-1801	17	9	strength	strength	NOUN
cana-1801	17	10	and	and	CCONJ
cana-1801	17	11	biases	bias	NOUN
cana-1801	17	12	simultaneously	simultaneously	ADV
cana-1801	17	13	processing	process	VERB
cana-1801	17	14	qi	qi	NOUN
cana-1801	17	15	-	-	PUNCT
cana-1801	17	16	class	class	NOUN
cana-1801	17	17	data	datum	NOUN
cana-1801	17	18	to	to	PART
cana-1801	17	19	maximize	maximize	VERB
cana-1801	17	20	correctness	correctness	NOUN
cana-1801	17	21	and	and	CCONJ
cana-1801	17	22	reduce	reduce	VERB
cana-1801	17	23	data	datum	NOUN
cana-1801	17	24	loss	loss	NOUN
cana-1801	17	25	.	.	PUNCT
cana-1801	18	1	the	the	DET
cana-1801	18	2	assessment	assessment	NOUN
cana-1801	18	3	's	's	PART
cana-1801	18	4	outcomes	outcome	NOUN
cana-1801	18	5	indicate	indicate	VERB
cana-1801	18	6	that	that	SCONJ
cana-1801	18	7	the	the	DET
cana-1801	18	8	approach	approach	NOUN
cana-1801	18	9	we	we	PRON
cana-1801	18	10	propose	propose	VERB
cana-1801	18	11	surpasses	surpass	VERB
cana-1801	18	12	conventional	conventional	ADJ
cana-1801	18	13	approaches	approach	NOUN
cana-1801	18	14	when	when	SCONJ
cana-1801	18	15	it	it	PRON
cana-1801	18	16	comes	come	VERB
cana-1801	18	17	to	to	ADP
cana-1801	18	18	of	of	ADP
cana-1801	18	19	execution	execution	NOUN
cana-1801	18	20	time	time	NOUN
cana-1801	18	21	,	,	PUNCT
cana-1801	18	22	resource	resource	NOUN
cana-1801	18	23	utility	utility	NOUN
cana-1801	18	24	,	,	PUNCT
cana-1801	18	25	loss	loss	NOUN
cana-1801	18	26	of	of	ADP
cana-1801	18	27	information	information	NOUN
cana-1801	18	28	,	,	PUNCT
cana-1801	18	29	and	and	CCONJ
cana-1801	18	30	correctness	correctness	NOUN
cana-1801	18	31	towards	towards	ADP
cana-1801	18	32	maintaining	maintain	VERB
cana-1801	18	33	confidentiality	confidentiality	NOUN
cana-1801	18	34	using	use	VERB
cana-1801	18	35	large	large	ADJ
cana-1801	18	36	-	-	PUNCT
cana-1801	18	37	volume	volume	NOUN
cana-1801	18	38	unorganized	unorganized	ADJ
cana-1801	18	39	information	information	NOUN
cana-1801	18	40	sets	set	NOUN
cana-1801	18	41	.	.	PUNCT
cana-1801	19	1	keywords	keyword	NOUN
cana-1801	19	2	:	:	PUNCT
cana-1801	19	3	information	information	NOUN
cana-1801	19	4	technology	technology	NOUN
cana-1801	19	5	,	,	PUNCT
cana-1801	19	6	context	context	NOUN
cana-1801	19	7	sensitive	sensitive	ADJ
cana-1801	19	8	hashing	hashing	NOUN
cana-1801	19	9	,	,	PUNCT
cana-1801	19	10	quasi	quasi	ADJ
cana-1801	19	11	-	-	NOUN
cana-1801	19	12	identifier	identifier	ADJ
cana-1801	19	13	,	,	PUNCT
cana-1801	19	14	hellinger	hellinger	NOUN
cana-1801	19	15	,	,	PUNCT
cana-1801	19	16	impact	impact	NOUN
cana-1801	19	17	,	,	PUNCT
cana-1801	19	18	big	big	ADJ
cana-1801	19	19	data	datum	NOUN
cana-1801	19	20	,	,	PUNCT
cana-1801	19	21	distinctive	distinctive	ADJ
cana-1801	19	22	,	,	PUNCT
cana-1801	19	23	and	and	CCONJ
cana-1801	19	24	convolutional	convolutional	ADJ
cana-1801	19	25	neural	neural	ADJ
cana-1801	19	26	network	network	NOUN
cana-1801	19	27	.	.	PUNCT
cana-1801	20	1	mailto:v.gowthami@cmr.edu.in	mailto:v.gowthami@cmr.edu.in	VERB
cana-1801	20	2	mailto:pvkumaraguru@gurunanakcollege.edu.in	mailto:pvkumaraguru@gurunanakcollege.edu.in	PRON
cana-1801	20	3	mailto:nbasha19977@gmail.com	mailto:nbasha19977@gmail.com	X
cana-1801	20	4	mailto:vaafsalbasha@gmail.com	mailto:vaafsalbasha@gmail.com	X
cana-1801	20	5	communications	communication	NOUN
cana-1801	20	6	on	on	ADP
cana-1801	20	7	applied	apply	VERB
cana-1801	20	8	nonlinear	nonlinear	ADJ
cana-1801	20	9	analysis	analysis	NOUN
cana-1801	20	10	issn	issn	NOUN
cana-1801	20	11	:	:	PUNCT
cana-1801	20	12	1074	1074	NUM
cana-1801	20	13	-	-	PUNCT
cana-1801	20	14	133x	133x	NUM
cana-1801	20	15	vol	vol	NOUN
cana-1801	20	16	32	32	NUM
cana-1801	20	17	no	no	NOUN
cana-1801	20	18	.	.	NOUN
cana-1801	20	19	2	2	NUM
cana-1801	20	20	(	(	PUNCT
cana-1801	20	21	2025	2025	NUM
cana-1801	20	22	)	)	PUNCT
cana-1801	20	23	515	515	NUM
cana-1801	20	24	https://internationalpubls.com	https://internationalpubls.com	X
cana-1801	20	25	1	1	X
cana-1801	20	26	.	.	PUNCT
cana-1801	20	27	introduction	introduction	NOUN
cana-1801	20	28	because	because	SCONJ
cana-1801	20	29	of	of	ADP
cana-1801	20	30	increasing	increase	VERB
cana-1801	20	31	quantities	quantity	NOUN
cana-1801	20	32	of	of	ADP
cana-1801	20	33	records	record	NOUN
cana-1801	20	34	that	that	PRON
cana-1801	20	35	have	have	AUX
cana-1801	20	36	been	be	AUX
cana-1801	20	37	released	release	VERB
cana-1801	20	38	,	,	PUNCT
cana-1801	20	39	especially	especially	ADV
cana-1801	20	40	involves	involve	VERB
cana-1801	20	41	private	private	ADJ
cana-1801	20	42	,	,	PUNCT
cana-1801	20	43	sensitive	sensitive	ADJ
cana-1801	20	44	data	datum	NOUN
cana-1801	20	45	regarding	regard	VERB
cana-1801	20	46	particular	particular	ADJ
cana-1801	20	47	people	people	NOUN
cana-1801	20	48	or	or	CCONJ
cana-1801	20	49	business	business	NOUN
cana-1801	20	50	organisations	organisation	NOUN
cana-1801	20	51	,	,	PUNCT
cana-1801	20	52	protection	protection	NOUN
cana-1801	20	53	of	of	ADP
cana-1801	20	54	privacy	privacy	NOUN
cana-1801	20	55	hurdles	hurdle	NOUN
cana-1801	20	56	have	have	AUX
cana-1801	20	57	begun	begin	VERB
cana-1801	20	58	to	to	PART
cana-1801	20	59	arise	arise	VERB
cana-1801	20	60	.	.	PUNCT
cana-1801	21	1	numerous	numerous	ADJ
cana-1801	21	2	ways	way	NOUN
cana-1801	21	3	to	to	PART
cana-1801	21	4	reduce	reduce	VERB
cana-1801	21	5	risks	risk	NOUN
cana-1801	21	6	of	of	ADP
cana-1801	21	7	sharing	share	VERB
cana-1801	21	8	information	information	NOUN
cana-1801	21	9	are	be	AUX
cana-1801	21	10	being	be	AUX
cana-1801	21	11	developed	develop	VERB
cana-1801	21	12	to	to	PART
cana-1801	21	13	deal	deal	VERB
cana-1801	21	14	with	with	ADP
cana-1801	21	15	these	these	DET
cana-1801	21	16	difficulties	difficulty	NOUN
cana-1801	21	17	.	.	PUNCT
cana-1801	22	1	preserving	preserve	VERB
cana-1801	22	2	sensitive	sensitive	ADJ
cana-1801	22	3	information	information	NOUN
cana-1801	22	4	using	use	VERB
cana-1801	22	5	a	a	DET
cana-1801	22	6	quasi	quasi	ADJ
cana-1801	22	7	-	-	ADJ
cana-1801	22	8	identifier	identifier	ADJ
cana-1801	22	9	serves	serve	VERB
cana-1801	22	10	as	as	ADP
cana-1801	22	11	one	one	NUM
cana-1801	22	12	of	of	ADP
cana-1801	22	13	those	those	DET
cana-1801	22	14	approaches	approach	NOUN
cana-1801	22	15	.	.	PUNCT
cana-1801	23	1	using	use	VERB
cana-1801	23	2	the	the	DET
cana-1801	23	3	objective	objective	NOUN
cana-1801	23	4	to	to	PART
cana-1801	23	5	preserve	preserve	VERB
cana-1801	23	6	the	the	DET
cana-1801	23	7	confidentiality	confidentiality	NOUN
cana-1801	23	8	of	of	ADP
cana-1801	23	9	these	these	DET
cana-1801	23	10	information	information	NOUN
cana-1801	23	11	sets	set	NOUN
cana-1801	23	12	,	,	PUNCT
cana-1801	23	13	the	the	DET
cana-1801	23	14	equivalent	equivalent	ADJ
cana-1801	23	15	categories	category	NOUN
cana-1801	23	16	using	use	VERB
cana-1801	23	17	neural	neural	ADJ
cana-1801	23	18	filters	filter	NOUN
cana-1801	23	19	(	(	PUNCT
cana-1801	23	20	encc	encc	NOUN
cana-1801	23	21	)	)	PUNCT
cana-1801	24	1	[	[	X
cana-1801	24	2	1	1	X
cana-1801	24	3	]	]	PUNCT
cana-1801	24	4	proposed	propose	VERB
cana-1801	24	5	an	an	DET
cana-1801	24	6	improved	improved	ADJ
cana-1801	24	7	l	l	NOUN
cana-1801	24	8	-	-	PUNCT
cana-1801	24	9	divers	diver	NOUN
cana-1801	24	10	approach	approach	NOUN
cana-1801	24	11	employing	employ	VERB
cana-1801	24	12	anatomical	anatomical	ADJ
cana-1801	24	13	as	as	ADP
cana-1801	24	14	a	a	DET
cana-1801	24	15	substitute	substitute	NOUN
cana-1801	24	16	for	for	ADP
cana-1801	24	17	suppressing	suppress	VERB
cana-1801	24	18	.	.	PUNCT
cana-1801	25	1	in	in	ADP
cana-1801	25	2	addition	addition	NOUN
cana-1801	25	3	,	,	PUNCT
cana-1801	25	4	the	the	DET
cana-1801	25	5	cuckoo	cuckoo	NOUN
cana-1801	25	6	filters	filter	NOUN
cana-1801	25	7	was	be	AUX
cana-1801	25	8	employed	employ	VERB
cana-1801	25	9	to	to	PART
cana-1801	25	10	perform	perform	VERB
cana-1801	25	11	approximations	approximation	NOUN
cana-1801	25	12	set	set	NOUN
cana-1801	25	13	-	-	PUNCT
cana-1801	25	14	membership	membership	NOUN
cana-1801	25	15	analyses	analysis	NOUN
cana-1801	25	16	with	with	ADP
cana-1801	25	17	the	the	DET
cana-1801	25	18	goal	goal	NOUN
cana-1801	25	19	to	to	PART
cana-1801	25	20	enhance	enhance	VERB
cana-1801	25	21	the	the	DET
cana-1801	25	22	speed	speed	NOUN
cana-1801	25	23	at	at	ADP
cana-1801	25	24	the	the	DET
cana-1801	25	25	rate	rate	NOUN
cana-1801	25	26	that	that	PRON
cana-1801	25	27	information	information	NOUN
cana-1801	25	28	was	be	AUX
cana-1801	25	29	handled	handle	VERB
cana-1801	25	30	.	.	PUNCT
cana-1801	26	1	while	while	SCONJ
cana-1801	26	2	l	l	NOUN
cana-1801	26	3	-	-	ADJ
cana-1801	26	4	divers	diver	NOUN
cana-1801	26	5	technique	technique	NOUN
cana-1801	26	6	was	be	AUX
cana-1801	26	7	employed	employ	VERB
cana-1801	26	8	,	,	PUNCT
cana-1801	26	9	it	it	PRON
cana-1801	26	10	was	be	AUX
cana-1801	26	11	found	find	VERB
cana-1801	26	12	out	out	ADP
cana-1801	26	13	its	its	PRON
cana-1801	26	14	execution	execution	NOUN
cana-1801	26	15	duration	duration	NOUN
cana-1801	26	16	were	be	AUX
cana-1801	26	17	significantly	significantly	ADV
cana-1801	26	18	less	less	ADV
cana-1801	26	19	compared	compare	VERB
cana-1801	26	20	compared	compare	VERB
cana-1801	26	21	to	to	ADP
cana-1801	26	22	traditional	traditional	ADJ
cana-1801	26	23	re	re	NOUN
cana-1801	26	24	-	-	NOUN
cana-1801	26	25	anonymization	anonymization	NOUN
cana-1801	26	26	approaches	approach	NOUN
cana-1801	26	27	.	.	PUNCT
cana-1801	27	1	furthermore	furthermore	ADV
cana-1801	27	2	,	,	PUNCT
cana-1801	27	3	this	this	DET
cana-1801	27	4	filtering	filter	VERB
cana-1801	27	5	approach	approach	NOUN
cana-1801	27	6	guaranteed	guarantee	VERB
cana-1801	27	7	the	the	DET
cana-1801	27	8	privacy	privacy	NOUN
cana-1801	27	9	of	of	ADP
cana-1801	27	10	data	datum	NOUN
cana-1801	27	11	that	that	PRON
cana-1801	27	12	were	be	AUX
cana-1801	27	13	continually	continually	ADV
cana-1801	27	14	developing	develop	VERB
cana-1801	27	15	frequently	frequently	ADV
cana-1801	27	16	.	.	PUNCT
cana-1801	28	1	despite	despite	SCONJ
cana-1801	28	2	inadequate	inadequate	ADJ
cana-1801	28	3	information	information	NOUN
cana-1801	28	4	-	-	PUNCT
cana-1801	28	5	anonymization	anonymization	NOUN
cana-1801	28	6	simulations	simulation	NOUN
cana-1801	28	7	,	,	PUNCT
cana-1801	28	8	information	information	NOUN
cana-1801	28	9	utility	utility	NOUN
cana-1801	28	10	has	have	AUX
cana-1801	28	11	not	not	PART
cana-1801	28	12	been	be	AUX
cana-1801	28	13	emphasised	emphasise	VERB
cana-1801	28	14	although	although	SCONJ
cana-1801	28	15	protecting	protect	VERB
cana-1801	28	16	confidentiality	confidentiality	NOUN
cana-1801	28	17	as	as	ADV
cana-1801	28	18	well	well	ADV
cana-1801	28	19	as	as	ADP
cana-1801	28	20	reducing	reduce	VERB
cana-1801	28	21	the	the	DET
cana-1801	28	22	execution	execution	NOUN
cana-1801	28	23	time	time	NOUN
cana-1801	28	24	.	.	PUNCT
cana-1801	29	1	the	the	DET
cana-1801	29	2	present	present	ADJ
cana-1801	29	3	research	research	NOUN
cana-1801	29	4	presents	present	VERB
cana-1801	29	5	a	a	DET
cana-1801	29	6	unique	unique	ADJ
cana-1801	29	7	contextual	contextual	ADJ
cana-1801	29	8	sensitive	sensitive	ADJ
cana-1801	29	9	hash	hash	NOUN
cana-1801	29	10	algorithm	algorithm	NOUN
cana-1801	29	11	so	so	ADV
cana-1801	29	12	,	,	PUNCT
cana-1801	29	13	with	with	ADP
cana-1801	29	14	minimal	minimal	ADJ
cana-1801	29	15	intervention	intervention	NOUN
cana-1801	29	16	as	as	ADV
cana-1801	29	17	well	well	ADV
cana-1801	29	18	as	as	ADP
cana-1801	29	19	increasing	increase	VERB
cana-1801	29	20	content	content	NOUN
cana-1801	29	21	significance	significance	NOUN
cana-1801	29	22	,	,	PUNCT
cana-1801	29	23	emerges	emerge	VERB
cana-1801	29	24	towards	towards	ADP
cana-1801	29	25	computationally	computationally	ADV
cana-1801	29	26	advantageous	advantageous	ADJ
cana-1801	29	27	quasiidentifiers	quasiidentifier	NOUN
cana-1801	29	28	.	.	PUNCT
cana-1801	30	1	within	within	ADP
cana-1801	30	2	[	[	X
cana-1801	30	3	2	2	NUM
cana-1801	30	4	]	]	PUNCT
cana-1801	30	5	,	,	PUNCT
cana-1801	30	6	a	a	DET
cana-1801	30	7	completely	completely	ADV
cana-1801	30	8	novel	novel	ADJ
cana-1801	30	9	protection	protection	NOUN
cana-1801	30	10	framework	framework	NOUN
cana-1801	30	11	featuring	feature	VERB
cana-1801	30	12	incorporated	incorporate	VERB
cana-1801	30	13	the	the	DET
cana-1801	30	14	anonymization	anonymization	NOUN
cana-1801	30	15	and	and	CCONJ
cana-1801	30	16	restoration	restoration	NOUN
cana-1801	30	17	has	have	AUX
cana-1801	30	18	been	be	AUX
cana-1801	30	19	laid	lay	VERB
cana-1801	30	20	away	away	ADV
cana-1801	30	21	.	.	PUNCT
cana-1801	31	1	this	this	PRON
cana-1801	31	2	is	be	AUX
cana-1801	31	3	the	the	DET
cana-1801	31	4	case	case	NOUN
cana-1801	31	5	because	because	SCONJ
cana-1801	31	6	numerous	numerous	ADJ
cana-1801	31	7	investigators	investigator	NOUN
cana-1801	31	8	maintain	maintain	VERB
cana-1801	31	9	an	an	DET
cana-1801	31	10	overwhelming	overwhelming	ADJ
cana-1801	31	11	belief	belief	NOUN
cana-1801	31	12	because	because	SCONJ
cana-1801	31	13	sensitive	sensitive	ADJ
cana-1801	31	14	characteristics	characteristic	NOUN
cana-1801	31	15	like	like	ADP
cana-1801	31	16	pseudo	pseudo	NOUN
cana-1801	31	17	-	-	NOUN
cana-1801	31	18	identifiers	identifier	NOUN
cana-1801	31	19	(	(	PUNCT
cana-1801	31	20	qids	qid	NOUN
cana-1801	31	21	)	)	PUNCT
cana-1801	31	22	are	be	AUX
cana-1801	31	23	capable	capable	ADJ
cana-1801	31	24	of	of	ADP
cana-1801	31	25	being	be	AUX
cana-1801	31	26	separated	separate	VERB
cana-1801	31	27	.	.	PUNCT
cana-1801	32	1	in	in	ADP
cana-1801	32	2	a	a	DET
cana-1801	32	3	consequence	consequence	NOUN
cana-1801	32	4	,	,	PUNCT
cana-1801	32	5	a	a	DET
cana-1801	32	6	highly	highly	ADV
cana-1801	32	7	sensitive	sensitive	ADJ
cana-1801	32	8	qid	qid	PROPN
cana-1801	32	9	,	,	PUNCT
cana-1801	32	10	which	which	PRON
cana-1801	32	11	stands	stand	VERB
cana-1801	32	12	utilising	utilise	VERB
cana-1801	32	13	t	t	NOUN
cana-1801	32	14	-	-	PUNCT
cana-1801	32	15	closeness	closeness	NOUN
cana-1801	32	16	along	along	ADP
cana-1801	32	17	with	with	ADP
cana-1801	32	18	l	l	NOUN
cana-1801	32	19	-	-	NOUN
cana-1801	32	20	divers	diver	NOUN
cana-1801	32	21	was	be	AUX
cana-1801	32	22	developed	develop	VERB
cana-1801	32	23	.	.	PUNCT
cana-1801	33	1	using	use	VERB
cana-1801	33	2	experiments	experiment	NOUN
cana-1801	33	3	,	,	PUNCT
cana-1801	33	4	it	it	PRON
cana-1801	33	5	came	come	VERB
cana-1801	33	6	to	to	ADP
cana-1801	33	7	the	the	DET
cana-1801	33	8	conclusion	conclusion	NOUN
cana-1801	33	9	whether	whether	SCONJ
cana-1801	33	10	the	the	DET
cana-1801	33	11	anonymization	anonymization	NOUN
cana-1801	33	12	along	along	ADP
cana-1801	33	13	with	with	ADP
cana-1801	33	14	restoration	restoration	NOUN
cana-1801	33	15	over	over	ADP
cana-1801	33	16	a	a	DET
cana-1801	33	17	particular	particular	ADJ
cana-1801	33	18	timescale	timescale	NOUN
cana-1801	33	19	was	be	AUX
cana-1801	33	20	able	able	ADJ
cana-1801	33	21	to	to	PART
cana-1801	33	22	be	be	AUX
cana-1801	33	23	performed	perform	VERB
cana-1801	33	24	without	without	ADP
cana-1801	33	25	preserving	preserve	VERB
cana-1801	33	26	excellent	excellent	ADJ
cana-1801	33	27	data	datum	NOUN
cana-1801	33	28	integrity	integrity	NOUN
cana-1801	33	29	.	.	PUNCT
cana-1801	34	1	adequate	adequate	ADJ
cana-1801	34	2	quality	quality	NOUN
cana-1801	34	3	of	of	ADP
cana-1801	34	4	data	datum	NOUN
cana-1801	34	5	was	be	AUX
cana-1801	34	6	preserved	preserve	VERB
cana-1801	34	7	throughout	throughout	ADP
cana-1801	34	8	the	the	DET
cana-1801	34	9	stipulated	stipulate	VERB
cana-1801	34	10	time	time	NOUN
cana-1801	34	11	frame	frame	NOUN
cana-1801	34	12	,	,	PUNCT
cana-1801	34	13	even	even	ADV
cana-1801	34	14	though	though	SCONJ
cana-1801	34	15	consistency	consistency	NOUN
cana-1801	34	16	along	along	ADP
cana-1801	34	17	with	with	ADP
cana-1801	34	18	data	datum	NOUN
cana-1801	34	19	erosion	erosion	NOUN
cana-1801	34	20	were	be	AUX
cana-1801	34	21	not	not	PART
cana-1801	34	22	specifically	specifically	ADV
cana-1801	34	23	emphasized	emphasize	VERB
cana-1801	34	24	.	.	PUNCT
cana-1801	35	1	as	as	ADP
cana-1801	35	2	a	a	DET
cana-1801	35	3	way	way	NOUN
cana-1801	35	4	to	to	PART
cana-1801	35	5	deal	deal	VERB
cana-1801	35	6	with	with	ADP
cana-1801	35	7	this	this	DET
cana-1801	35	8	problem	problem	NOUN
cana-1801	35	9	,	,	PUNCT
cana-1801	35	10	a	a	DET
cana-1801	35	11	hellinger	hellinger	ADJ
cana-1801	35	12	convolutional	convolutional	ADJ
cana-1801	35	13	neural	neural	ADJ
cana-1801	35	14	privacy	privacy	NOUN
cana-1801	35	15	preservation	preservation	NOUN
cana-1801	35	16	simulation	simulation	NOUN
cana-1801	35	17	is	be	AUX
cana-1801	35	18	suggested	suggest	VERB
cana-1801	35	19	throughout	throughout	ADP
cana-1801	35	20	this	this	DET
cana-1801	35	21	study	study	NOUN
cana-1801	35	22	to	to	PART
cana-1801	35	23	protect	protect	VERB
cana-1801	35	24	private	private	ADJ
cana-1801	35	25	data	datum	NOUN
cana-1801	35	26	as	as	ADV
cana-1801	35	27	well	well	ADV
cana-1801	35	28	as	as	ADP
cana-1801	35	29	correctness	correctness	NOUN
cana-1801	35	30	through	through	ADP
cana-1801	35	31	the	the	DET
cana-1801	35	32	use	use	NOUN
cana-1801	35	33	of	of	ADP
cana-1801	35	34	revised	revise	VERB
cana-1801	35	35	mass	mass	NOUN
cana-1801	35	36	as	as	ADV
cana-1801	35	37	well	well	ADV
cana-1801	35	38	as	as	ADP
cana-1801	35	39	bias	bias	NOUN
cana-1801	35	40	compared	compare	VERB
cana-1801	35	41	to	to	ADP
cana-1801	35	42	the	the	DET
cana-1801	35	43	use	use	NOUN
cana-1801	35	44	of	of	ADP
cana-1801	35	45	convolutional	convolutional	ADJ
cana-1801	35	46	neural	neural	ADJ
cana-1801	35	47	learning	learning	NOUN
cana-1801	35	48	whereas	whereas	SCONJ
cana-1801	35	49	additionally	additionally	ADV
cana-1801	35	50	taking	take	VERB
cana-1801	35	51	consideration	consideration	NOUN
cana-1801	35	52	of	of	ADP
cana-1801	35	53	a	a	DET
cana-1801	35	54	distance	distance	NOUN
cana-1801	35	55	with	with	ADP
cana-1801	35	56	hellinger	hellinger	NOUN
cana-1801	35	57	.	.	PUNCT
cana-1801	36	1	1.1	1.1	NUM
cana-1801	36	2	contributions	contribution	NOUN
cana-1801	36	3	the	the	DET
cana-1801	36	4	following	follow	VERB
cana-1801	36	5	is	be	AUX
cana-1801	36	6	a	a	DET
cana-1801	36	7	summary	summary	NOUN
cana-1801	36	8	of	of	ADP
cana-1801	36	9	this	this	DET
cana-1801	36	10	paper	paper	NOUN
cana-1801	36	11	's	's	PART
cana-1801	36	12	significant	significant	ADJ
cana-1801	36	13	contributions	contribution	NOUN
cana-1801	36	14	to	to	ADP
cana-1801	36	15	the	the	DET
cana-1801	36	16	literature	literature	NOUN
cana-1801	36	17	:	:	PUNCT
cana-1801	36	18	•	•	ADP
cana-1801	36	19	this	this	PRON
cana-1801	36	20	is	be	AUX
cana-1801	36	21	the	the	DET
cana-1801	36	22	objective	objective	NOUN
cana-1801	36	23	for	for	ADP
cana-1801	36	24	the	the	DET
cana-1801	36	25	approach	approach	NOUN
cana-1801	36	26	referred	refer	VERB
cana-1801	36	27	to	to	ADP
cana-1801	36	28	as	as	ADP
cana-1801	36	29	distinct	distinct	ADJ
cana-1801	36	30	contextual	contextual	ADJ
cana-1801	36	31	sensitive	sensitive	ADJ
cana-1801	36	32	and	and	CCONJ
cana-1801	36	33	hellinger	hellinger	ADJ
cana-1801	36	34	convolutional	convolutional	ADJ
cana-1801	36	35	learning	learning	NOUN
cana-1801	36	36	(	(	PUNCT
cana-1801	36	37	dcs	dcs	PROPN
cana-1801	36	38	-	-	PUNCT
cana-1801	36	39	hcl	hcl	PROPN
cana-1801	36	40	)	)	PUNCT
cana-1801	36	41	to	to	PART
cana-1801	36	42	ensure	ensure	VERB
cana-1801	36	43	the	the	DET
cana-1801	36	44	confidentiality	confidentiality	NOUN
cana-1801	36	45	of	of	ADP
cana-1801	36	46	enormous	enormous	ADJ
cana-1801	36	47	health	health	NOUN
cana-1801	36	48	care	care	NOUN
cana-1801	36	49	data	datum	NOUN
cana-1801	36	50	with	with	ADP
cana-1801	36	51	additionally	additionally	ADV
cana-1801	36	52	optimising	optimise	VERB
cana-1801	36	53	the	the	DET
cana-1801	36	54	value	value	NOUN
cana-1801	36	55	of	of	ADP
cana-1801	36	56	data	datum	NOUN
cana-1801	36	57	as	as	ADV
cana-1801	36	58	well	well	ADV
cana-1801	36	59	as	as	ADP
cana-1801	36	60	reducing	reduce	VERB
cana-1801	36	61	data	datum	NOUN
cana-1801	36	62	loss	loss	NOUN
cana-1801	36	63	.	.	PUNCT
cana-1801	37	1	•	•	NUM
cana-1801	37	2	employing	employ	VERB
cana-1801	37	3	distinct	distinct	ADJ
cana-1801	37	4	impact	impact	NOUN
cana-1801	37	5	contextual	contextual	ADJ
cana-1801	37	6	sensitive	sensitive	ADJ
cana-1801	37	7	hashing	hashing	NOUN
cana-1801	37	8	,	,	PUNCT
cana-1801	37	9	researchers	researcher	NOUN
cana-1801	37	10	developed	develop	VERB
cana-1801	37	11	an	an	DET
cana-1801	37	12	approach	approach	NOUN
cana-1801	37	13	with	with	ADP
cana-1801	37	14	sensitive	sensitive	ADJ
cana-1801	37	15	hash	hash	NOUN
cana-1801	37	16	the	the	DET
cana-1801	37	17	fact	fact	NOUN
cana-1801	37	18	that	that	PRON
cana-1801	37	19	extends	extend	VERB
cana-1801	37	20	above	above	ADP
cana-1801	37	21	predetermined	predetermine	VERB
cana-1801	37	22	limits	limit	NOUN
cana-1801	37	23	along	along	ADP
cana-1801	37	24	with	with	ADP
cana-1801	37	25	emphasises	emphasis	NOUN
cana-1801	37	26	on	on	ADP
cana-1801	37	27	the	the	DET
cana-1801	37	28	time	time	NOUN
cana-1801	37	29	of	of	ADP
cana-1801	37	30	execution	execution	NOUN
cana-1801	37	31	,	,	PUNCT
cana-1801	37	32	improving	improve	VERB
cana-1801	37	33	the	the	DET
cana-1801	37	34	usefulness	usefulness	NOUN
cana-1801	37	35	of	of	ADP
cana-1801	37	36	the	the	DET
cana-1801	37	37	information	information	NOUN
cana-1801	37	38	being	be	AUX
cana-1801	37	39	analysed	analyse	VERB
cana-1801	37	40	.	.	PUNCT
cana-1801	38	1	communications	communication	NOUN
cana-1801	38	2	on	on	ADP
cana-1801	38	3	applied	apply	VERB
cana-1801	38	4	nonlinear	nonlinear	ADJ
cana-1801	38	5	analysis	analysis	NOUN
cana-1801	38	6	issn	issn	NOUN
cana-1801	38	7	:	:	PUNCT
cana-1801	38	8	1074	1074	NUM
cana-1801	38	9	-	-	PUNCT
cana-1801	38	10	133x	133x	NUM
cana-1801	38	11	vol	vol	NOUN
cana-1801	38	12	32	32	NUM
cana-1801	38	13	no	no	NOUN
cana-1801	38	14	.	.	NOUN
cana-1801	38	15	2	2	NUM
cana-1801	38	16	(	(	PUNCT
cana-1801	38	17	2025	2025	NUM
cana-1801	38	18	)	)	PUNCT
cana-1801	38	19	516	516	NUM
cana-1801	38	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-1801	38	21	•	•	NOUN
cana-1801	38	22	to	to	PART
cana-1801	38	23	improve	improve	VERB
cana-1801	38	24	reliability	reliability	NOUN
cana-1801	38	25	and	and	CCONJ
cana-1801	38	26	reduce	reduce	VERB
cana-1801	38	27	the	the	DET
cana-1801	38	28	loss	loss	NOUN
cana-1801	38	29	of	of	ADP
cana-1801	38	30	data	datum	NOUN
cana-1801	38	31	,	,	PUNCT
cana-1801	38	32	we	we	PRON
cana-1801	38	33	additionally	additionally	ADV
cana-1801	38	34	utilised	utilise	VERB
cana-1801	38	35	a	a	DET
cana-1801	38	36	hellinger	hellinger	NOUN
cana-1801	38	37	convolutional	convolutional	ADJ
cana-1801	38	38	neurological	neurological	ADJ
cana-1801	38	39	privacy	privacy	NOUN
cana-1801	38	40	preservation	preservation	NOUN
cana-1801	38	41	approach	approach	NOUN
cana-1801	38	42	,	,	PUNCT
cana-1801	38	43	a	a	DET
cana-1801	38	44	novel	novel	ADJ
cana-1801	38	45	privacy	privacy	NOUN
cana-1801	38	46	-	-	PUNCT
cana-1801	38	47	preserving	preserve	VERB
cana-1801	38	48	algorithm	algorithm	NOUN
cana-1801	38	49	for	for	ADP
cana-1801	38	50	identifying	identify	VERB
cana-1801	38	51	quasi	quasi	NOUN
cana-1801	38	52	-	-	NOUN
cana-1801	38	53	identifiers	identifier	NOUN
cana-1801	38	54	.	.	PUNCT
cana-1801	39	1	•	•	NUM
cana-1801	39	2	researchers	researcher	NOUN
cana-1801	39	3	compared	compare	VERB
cana-1801	39	4	our	our	PRON
cana-1801	39	5	confidentiality	confidentiality	NOUN
cana-1801	39	6	methods	method	NOUN
cana-1801	39	7	of	of	ADP
cana-1801	39	8	preservation	preservation	NOUN
cana-1801	39	9	with	with	ADP
cana-1801	39	10	those	those	PRON
cana-1801	39	11	that	that	PRON
cana-1801	39	12	were	be	AUX
cana-1801	39	13	employed	employ	VERB
cana-1801	39	14	in	in	ADP
cana-1801	39	15	the	the	DET
cana-1801	39	16	past	past	NOUN
cana-1801	39	17	.	.	PUNCT
cana-1801	40	1	in	in	ADP
cana-1801	40	2	accordance	accordance	NOUN
cana-1801	40	3	with	with	ADP
cana-1801	40	4	the	the	DET
cana-1801	40	5	results	result	NOUN
cana-1801	40	6	of	of	ADP
cana-1801	40	7	the	the	DET
cana-1801	40	8	experiment	experiment	NOUN
cana-1801	40	9	,	,	PUNCT
cana-1801	40	10	our	our	PRON
cana-1801	40	11	technique	technique	NOUN
cana-1801	40	12	scored	score	VERB
cana-1801	40	13	significantly	significantly	ADV
cana-1801	40	14	better	well	ADV
cana-1801	40	15	with	with	ADP
cana-1801	40	16	respect	respect	NOUN
cana-1801	40	17	to	to	ADP
cana-1801	40	18	of	of	ADP
cana-1801	40	19	computation	computation	NOUN
cana-1801	40	20	time	time	NOUN
cana-1801	40	21	,	,	PUNCT
cana-1801	40	22	the	the	DET
cana-1801	40	23	precision	precision	NOUN
cana-1801	40	24	,	,	PUNCT
cana-1801	40	25	along	along	ADP
cana-1801	40	26	with	with	ADP
cana-1801	40	27	loss	loss	NOUN
cana-1801	40	28	rate	rate	NOUN
cana-1801	40	29	.	.	PUNCT
cana-1801	41	1	1.2	1.2	NUM
cana-1801	41	2	organization	organization	NOUN
cana-1801	41	3	structure	structure	NOUN
cana-1801	41	4	the	the	DET
cana-1801	41	5	conceptual	conceptual	ADJ
cana-1801	41	6	framework	framework	NOUN
cana-1801	41	7	of	of	ADP
cana-1801	41	8	this	this	DET
cana-1801	41	9	piece	piece	NOUN
cana-1801	41	10	of	of	ADP
cana-1801	41	11	writing	writing	NOUN
cana-1801	41	12	essentially	essentially	ADV
cana-1801	41	13	follows	follow	VERB
cana-1801	41	14	.	.	PUNCT
cana-1801	42	1	the	the	DET
cana-1801	42	2	second	second	ADJ
cana-1801	42	3	section	section	NOUN
cana-1801	42	4	analyses	analyse	VERB
cana-1801	42	5	the	the	DET
cana-1801	42	6	way	way	NOUN
cana-1801	42	7	enormous	enormous	ADJ
cana-1801	42	8	data	datum	NOUN
cana-1801	42	9	security	security	NOUN
cana-1801	42	10	preservation	preservation	NOUN
cana-1801	42	11	techniques	technique	NOUN
cana-1801	42	12	have	have	AUX
cana-1801	42	13	advanced	advance	VERB
cana-1801	42	14	.	.	PUNCT
cana-1801	43	1	distinct	distinct	ADJ
cana-1801	43	2	contextual	contextual	ADJ
cana-1801	43	3	sensitive	sensitive	ADJ
cana-1801	43	4	and	and	CCONJ
cana-1801	43	5	hellinger	hellinger	ADJ
cana-1801	43	6	convolutional	convolutional	ADJ
cana-1801	43	7	learner	learner	NOUN
cana-1801	43	8	(	(	PUNCT
cana-1801	43	9	dcs	dcs	PROPN
cana-1801	43	10	-	-	PUNCT
cana-1801	43	11	hcl	hcl	PROPN
cana-1801	43	12	)	)	PUNCT
cana-1801	43	13	,	,	PUNCT
cana-1801	43	14	the	the	DET
cana-1801	43	15	approach	approach	NOUN
cana-1801	43	16	suggested	suggest	VERB
cana-1801	43	17	,	,	PUNCT
cana-1801	43	18	will	will	AUX
cana-1801	43	19	be	be	AUX
cana-1801	43	20	explained	explain	VERB
cana-1801	43	21	more	more	ADV
cana-1801	43	22	thoroughly	thoroughly	ADV
cana-1801	43	23	in	in	ADP
cana-1801	43	24	the	the	DET
cana-1801	43	25	third	third	ADJ
cana-1801	43	26	section	section	NOUN
cana-1801	43	27	.	.	PUNCT
cana-1801	44	1	in	in	ADP
cana-1801	44	2	the	the	DET
cana-1801	44	3	fourth	fourth	ADJ
cana-1801	44	4	section	section	NOUN
cana-1801	44	5	,	,	PUNCT
cana-1801	44	6	the	the	DET
cana-1801	44	7	experimental	experimental	ADJ
cana-1801	44	8	findings	finding	NOUN
cana-1801	44	9	relating	relate	VERB
cana-1801	44	10	to	to	ADP
cana-1801	44	11	the	the	DET
cana-1801	44	12	recommended	recommend	VERB
cana-1801	44	13	method	method	NOUN
cana-1801	44	14	when	when	SCONJ
cana-1801	44	15	compared	compare	VERB
cana-1801	44	16	to	to	ADP
cana-1801	44	17	various	various	ADJ
cana-1801	44	18	popular	popular	ADJ
cana-1801	44	19	confidentiality	confidentiality	NOUN
cana-1801	44	20	safeguard	safeguard	NOUN
cana-1801	44	21	approaches	approach	NOUN
cana-1801	44	22	were	be	AUX
cana-1801	44	23	presented	present	VERB
cana-1801	44	24	.	.	PUNCT
cana-1801	45	1	in	in	ADP
cana-1801	45	2	the	the	DET
cana-1801	45	3	end	end	NOUN
cana-1801	45	4	,	,	PUNCT
cana-1801	45	5	the	the	DET
cana-1801	45	6	fifth	fifth	ADJ
cana-1801	45	7	section	section	NOUN
cana-1801	45	8	provides	provide	VERB
cana-1801	45	9	a	a	DET
cana-1801	45	10	conclusion	conclusion	NOUN
cana-1801	45	11	.	.	PUNCT
cana-1801	46	1	2	2	X
cana-1801	46	2	.	.	X
cana-1801	46	3	related	relate	VERB
cana-1801	46	4	works	work	VERB
cana-1801	46	5	the	the	DET
cana-1801	46	6	confidential	confidential	ADJ
cana-1801	46	7	transmission	transmission	NOUN
cana-1801	46	8	of	of	ADP
cana-1801	46	9	sensitive	sensitive	ADJ
cana-1801	46	10	information	information	NOUN
cana-1801	46	11	through	through	ADP
cana-1801	46	12	channels	channel	NOUN
cana-1801	46	13	on	on	ADP
cana-1801	46	14	the	the	DET
cana-1801	46	15	internet	internet	NOUN
cana-1801	46	16	,	,	PUNCT
cana-1801	46	17	encompassing	encompass	VERB
cana-1801	46	18	many	many	ADJ
cana-1801	46	19	sectors	sector	NOUN
cana-1801	46	20	covering	cover	VERB
cana-1801	46	21	health	health	NOUN
cana-1801	46	22	care	care	NOUN
cana-1801	46	23	records	record	NOUN
cana-1801	46	24	,	,	PUNCT
cana-1801	46	25	surveillance	surveillance	NOUN
cana-1801	46	26	footage	footage	NOUN
cana-1801	46	27	,	,	PUNCT
cana-1801	46	28	web	web	NOUN
cana-1801	46	29	trafficking	trafficking	NOUN
cana-1801	46	30	,	,	PUNCT
cana-1801	46	31	as	as	ADV
cana-1801	46	32	well	well	ADV
cana-1801	46	33	as	as	ADP
cana-1801	46	34	other	other	ADJ
cana-1801	46	35	areas	area	NOUN
cana-1801	46	36	,	,	PUNCT
cana-1801	46	37	has	have	AUX
cana-1801	46	38	increasingly	increasingly	ADV
cana-1801	46	39	been	be	AUX
cana-1801	46	40	threatened	threaten	VERB
cana-1801	46	41	in	in	ADP
cana-1801	46	42	the	the	DET
cana-1801	46	43	past	past	ADJ
cana-1801	46	44	few	few	ADJ
cana-1801	46	45	years	year	NOUN
cana-1801	46	46	with	with	ADP
cana-1801	46	47	the	the	DET
cana-1801	46	48	growing	grow	VERB
cana-1801	46	49	issue	issue	NOUN
cana-1801	46	50	of	of	ADP
cana-1801	46	51	web	web	NOUN
cana-1801	46	52	spoofing	spoofing	NOUN
cana-1801	46	53	.	.	PUNCT
cana-1801	47	1	in	in	ADP
cana-1801	47	2	a	a	DET
cana-1801	47	3	consequence	consequence	NOUN
cana-1801	47	4	,	,	PUNCT
cana-1801	47	5	maintaining	maintain	VERB
cana-1801	47	6	anonymity	anonymity	NOUN
cana-1801	47	7	has	have	AUX
cana-1801	47	8	grown	grow	VERB
cana-1801	47	9	very	very	ADV
cana-1801	47	10	challenging	challenging	ADJ
cana-1801	47	11	,	,	PUNCT
cana-1801	47	12	resulting	result	VERB
cana-1801	47	13	in	in	ADP
cana-1801	47	14	data	datum	NOUN
cana-1801	47	15	to	to	PART
cana-1801	47	16	get	get	AUX
cana-1801	47	17	delivered	deliver	VERB
cana-1801	47	18	erroneously	erroneously	ADV
cana-1801	47	19	.	.	PUNCT
cana-1801	48	1	[	[	X
cana-1801	48	2	3	3	NUM
cana-1801	48	3	]	]	PUNCT
cana-1801	48	4	investigated	investigate	VERB
cana-1801	48	5	at	at	ADP
cana-1801	48	6	an	an	DET
cana-1801	48	7	international	international	ADJ
cana-1801	48	8	study	study	NOUN
cana-1801	48	9	on	on	ADP
cana-1801	48	10	big	big	ADJ
cana-1801	48	11	data	datum	NOUN
cana-1801	48	12	security	security	NOUN
cana-1801	48	13	conservation	conservation	NOUN
cana-1801	48	14	.	.	PUNCT
cana-1801	49	1	digital	digital	PROPN
cana-1801	49	2	health	health	PROPN
cana-1801	49	3	care	care	PROPN
cana-1801	49	4	information	information	NOUN
cana-1801	49	5	having	have	VERB
cana-1801	49	6	an	an	DET
cana-1801	49	7	opportunity	opportunity	NOUN
cana-1801	49	8	to	to	PART
cana-1801	49	9	enhance	enhance	VERB
cana-1801	49	10	outcomes	outcome	NOUN
cana-1801	49	11	for	for	ADP
cana-1801	49	12	patients	patient	NOUN
cana-1801	49	13	,	,	PUNCT
cana-1801	49	14	forecast	forecast	NOUN
cana-1801	49	15	epidemic	epidemic	NOUN
cana-1801	49	16	outbreaks	outbreak	NOUN
cana-1801	49	17	in	in	ADP
cana-1801	49	18	advance	advance	NOUN
cana-1801	49	19	,	,	PUNCT
cana-1801	49	20	and	and	CCONJ
cana-1801	49	21	avoids	avoid	VERB
cana-1801	49	22	illnesses	illness	NOUN
cana-1801	49	23	that	that	PRON
cana-1801	49	24	can	can	AUX
cana-1801	49	25	be	be	AUX
cana-1801	49	26	prevented	prevent	VERB
cana-1801	49	27	,	,	PUNCT
cana-1801	49	28	while	while	SCONJ
cana-1801	49	29	raising	raise	VERB
cana-1801	49	30	concerns	concern	NOUN
cana-1801	49	31	over	over	ADP
cana-1801	49	32	privacy	privacy	NOUN
cana-1801	49	33	and	and	CCONJ
cana-1801	49	34	security	security	NOUN
cana-1801	49	35	[	[	X
cana-1801	49	36	4	4	NUM
cana-1801	49	37	]	]	PUNCT
cana-1801	49	38	.	.	PUNCT
cana-1801	50	1	to	to	PART
cana-1801	50	2	address	address	VERB
cana-1801	50	3	the	the	DET
cana-1801	50	4	challenges	challenge	NOUN
cana-1801	50	5	associated	associate	VERB
cana-1801	50	6	with	with	ADP
cana-1801	50	7	privacy	privacy	NOUN
cana-1801	50	8	and	and	CCONJ
cana-1801	50	9	security	security	NOUN
cana-1801	50	10	of	of	ADP
cana-1801	50	11	data	datum	NOUN
cana-1801	50	12	,	,	PUNCT
cana-1801	50	13	another	another	DET
cana-1801	50	14	novel	novel	ADJ
cana-1801	50	15	encryption	encryption	NOUN
cana-1801	50	16	arrangement	arrangement	NOUN
cana-1801	50	17	employing	employ	VERB
cana-1801	50	18	a	a	DET
cana-1801	50	19	honey	honey	NOUN
cana-1801	50	20	-	-	PUNCT
cana-1801	50	21	based	base	VERB
cana-1801	50	22	algorithm	algorithm	NOUN
cana-1801	50	23	for	for	ADP
cana-1801	50	24	encryption	encryption	NOUN
cana-1801	50	25	has	have	AUX
cana-1801	50	26	been	be	AUX
cana-1801	50	27	developed	develop	VERB
cana-1801	50	28	in	in	ADP
cana-1801	50	29	[	[	X
cana-1801	50	30	5	5	NUM
cana-1801	50	31	]	]	PUNCT
cana-1801	50	32	.	.	PUNCT
cana-1801	51	1	every	every	DET
cana-1801	51	2	business	business	NOUN
cana-1801	51	3	or	or	CCONJ
cana-1801	51	4	financial	financial	ADJ
cana-1801	51	5	institution	institution	NOUN
cana-1801	51	6	provides	provide	VERB
cana-1801	51	7	data	datum	NOUN
cana-1801	51	8	that	that	PRON
cana-1801	51	9	has	have	AUX
cana-1801	51	10	been	be	AUX
cana-1801	51	11	believed	believe	VERB
cana-1801	51	12	to	to	PART
cana-1801	51	13	fall	fall	VERB
cana-1801	51	14	under	under	ADP
cana-1801	51	15	the	the	DET
cana-1801	51	16	category	category	NOUN
cana-1801	51	17	of	of	ADP
cana-1801	51	18	highly	highly	ADV
cana-1801	51	19	confidential	confidential	ADJ
cana-1801	51	20	or	or	CCONJ
cana-1801	51	21	private	private	ADJ
cana-1801	51	22	and	and	CCONJ
cana-1801	51	23	that	that	SCONJ
cana-1801	51	24	they	they	PRON
cana-1801	51	25	gain	gain	VERB
cana-1801	51	26	through	through	ADP
cana-1801	51	27	many	many	ADJ
cana-1801	51	28	different	different	ADJ
cana-1801	51	29	individuals	individual	NOUN
cana-1801	51	30	as	as	ADP
cana-1801	51	31	a	a	DET
cana-1801	51	32	result	result	NOUN
cana-1801	51	33	of	of	ADP
cana-1801	51	34	the	the	DET
cana-1801	51	35	exchange	exchange	NOUN
cana-1801	51	36	of	of	ADP
cana-1801	51	37	data	datum	NOUN
cana-1801	51	38	across	across	ADP
cana-1801	51	39	the	the	DET
cana-1801	51	40	web	web	NOUN
cana-1801	51	41	.	.	PUNCT
cana-1801	52	1	such	such	ADJ
cana-1801	52	2	information	information	NOUN
cana-1801	52	3	need	need	VERB
cana-1801	52	4	to	to	PART
cana-1801	52	5	be	be	AUX
cana-1801	52	6	kept	keep	VERB
cana-1801	52	7	secure	secure	ADJ
cana-1801	52	8	.	.	PUNCT
cana-1801	53	1	comparable	comparable	ADJ
cana-1801	53	2	generalised	generalised	ADJ
cana-1801	53	3	hierarchy	hierarchy	NOUN
cana-1801	53	4	(	(	PUNCT
cana-1801	53	5	igh	igh	PROPN
cana-1801	53	6	)	)	PUNCT
cana-1801	53	7	,	,	PUNCT
cana-1801	53	8	an	an	DET
cana-1801	53	9	instance	instance	NOUN
cana-1801	53	10	of	of	ADP
cana-1801	53	11	quasi	quasi	NOUN
cana-1801	53	12	-	-	NOUN
cana-1801	53	13	identifier	identifier	NOUN
cana-1801	53	14	,	,	PUNCT
cana-1801	53	15	has	have	AUX
cana-1801	53	16	been	be	AUX
cana-1801	53	17	employed	employ	VERB
cana-1801	53	18	to	to	PART
cana-1801	53	19	provide	provide	VERB
cana-1801	53	20	a	a	DET
cana-1801	53	21	comprehensive	comprehensive	ADJ
cana-1801	53	22	context	context	NOUN
cana-1801	53	23	for	for	ADP
cana-1801	53	24	identical	identical	ADJ
cana-1801	53	25	data	datum	NOUN
cana-1801	53	26	types	type	NOUN
cana-1801	53	27	.	.	PUNCT
cana-1801	54	1	in	in	ADP
cana-1801	54	2	this	this	DET
cana-1801	54	3	section	section	NOUN
cana-1801	54	4	a	a	DET
cana-1801	54	5	perfect	perfect	ADJ
cana-1801	54	6	approach	approach	NOUN
cana-1801	54	7	was	be	AUX
cana-1801	54	8	established	establish	VERB
cana-1801	54	9	employing	employ	VERB
cana-1801	54	10	global	global	ADJ
cana-1801	54	11	optimised	optimise	VERB
cana-1801	54	12	k	k	NOUN
cana-1801	54	13	-	-	NOUN
cana-1801	54	14	anonymity	anonymity	NOUN
cana-1801	54	15	[	[	X
cana-1801	54	16	6	6	NUM
cana-1801	54	17	]	]	PUNCT
cana-1801	54	18	,	,	PUNCT
cana-1801	54	19	that	that	PRON
cana-1801	54	20	substantially	substantially	ADV
cana-1801	54	21	decreased	decrease	VERB
cana-1801	54	22	the	the	DET
cana-1801	54	23	entire	entire	ADJ
cana-1801	54	24	converging	converge	VERB
cana-1801	54	25	period	period	NOUN
cana-1801	54	26	.	.	PUNCT
cana-1801	55	1	a	a	DET
cana-1801	55	2	technique	technique	NOUN
cana-1801	55	3	enabling	enable	VERB
cana-1801	55	4	data	datum	NOUN
cana-1801	55	5	warehouses	warehouse	NOUN
cana-1801	55	6	that	that	PRON
cana-1801	55	7	protects	protect	VERB
cana-1801	55	8	anonymity	anonymity	NOUN
cana-1801	55	9	in	in	ADP
cana-1801	55	10	the	the	DET
cana-1801	55	11	circumstances	circumstance	NOUN
cana-1801	55	12	of	of	ADP
cana-1801	55	13	enormous	enormous	ADJ
cana-1801	55	14	amounts	amount	NOUN
cana-1801	55	15	of	of	ADP
cana-1801	55	16	data	datum	NOUN
cana-1801	55	17	has	have	AUX
cana-1801	55	18	been	be	AUX
cana-1801	55	19	laid	lay	VERB
cana-1801	55	20	out	out	ADP
cana-1801	55	21	.	.	PUNCT
cana-1801	56	1	in	in	ADP
cana-1801	56	2	[	[	X
cana-1801	56	3	7	7	NUM
cana-1801	56	4	]	]	PUNCT
cana-1801	56	5	,	,	PUNCT
cana-1801	56	6	for	for	ADP
cana-1801	56	7	instance	instance	NOUN
cana-1801	56	8	utilising	utilise	VERB
cana-1801	56	9	nearest	near	ADV
cana-1801	56	10	similar	similar	ADJ
cana-1801	56	11	based	base	VERB
cana-1801	56	12	clustering	clustering	NOUN
cana-1801	56	13	(	(	PUNCT
cana-1801	56	14	nsb	nsb	NOUN
cana-1801	56	15	)	)	PUNCT
cana-1801	56	16	with	with	ADP
cana-1801	56	17	from	from	ADP
cana-1801	56	18	the	the	DET
cana-1801	56	19	bottom	bottom	NOUN
cana-1801	56	20	up	up	ADP
cana-1801	56	21	generalisation	generalisation	NOUN
cana-1801	56	22	.	.	PUNCT
cana-1801	57	1	both	both	PRON
cana-1801	57	2	of	of	ADP
cana-1801	57	3	these	these	DET
cana-1801	57	4	characteristics	characteristic	NOUN
cana-1801	57	5	addressed	address	VERB
cana-1801	57	6	sensitivity	sensitivity	NOUN
cana-1801	57	7	without	without	ADP
cana-1801	57	8	consideration	consideration	NOUN
cana-1801	57	9	for	for	ADP
cana-1801	57	10	sensitivities	sensitivity	NOUN
cana-1801	57	11	and	and	CCONJ
cana-1801	57	12	consequently	consequently	ADV
cana-1801	57	13	ensured	ensure	VERB
cana-1801	57	14	the	the	DET
cana-1801	57	15	confidentiality	confidentiality	NOUN
cana-1801	57	16	of	of	ADP
cana-1801	57	17	the	the	DET
cana-1801	57	18	the	the	DET
cana-1801	57	19	user	user	NOUN
cana-1801	57	20	's	's	PART
cana-1801	57	21	data	datum	NOUN
cana-1801	57	22	.	.	PUNCT
cana-1801	58	1	[	[	X
cana-1801	58	2	8	8	NUM
cana-1801	58	3	]	]	PUNCT
cana-1801	58	4	investigated	investigate	VERB
cana-1801	58	5	in	in	ADP
cana-1801	58	6	an	an	DET
cana-1801	58	7	examination	examination	NOUN
cana-1801	58	8	concerning	concern	VERB
cana-1801	58	9	data	datum	NOUN
cana-1801	58	10	preserving	preserve	VERB
cana-1801	58	11	techniques	technique	NOUN
cana-1801	58	12	.	.	PUNCT
cana-1801	59	1	[	[	X
cana-1801	59	2	9	9	NUM
cana-1801	59	3	]	]	PUNCT
cana-1801	59	4	brought	bring	VERB
cana-1801	59	5	out	out	ADP
cana-1801	59	6	an	an	DET
cana-1801	59	7	evaluation	evaluation	NOUN
cana-1801	59	8	of	of	ADP
cana-1801	59	9	security	security	NOUN
cana-1801	59	10	for	for	ADP
cana-1801	59	11	privacy	privacy	NOUN
cana-1801	59	12	using	use	VERB
cana-1801	59	13	sensor	sensor	NOUN
cana-1801	59	14	having	have	VERB
cana-1801	59	15	limited	limit	VERB
cana-1801	59	16	resources	resource	NOUN
cana-1801	59	17	.	.	PUNCT
cana-1801	60	1	numerous	numerous	ADJ
cana-1801	60	2	methods	method	NOUN
cana-1801	60	3	have	have	AUX
cana-1801	60	4	already	already	ADV
cana-1801	60	5	been	be	AUX
cana-1801	60	6	developed	develop	VERB
cana-1801	60	7	for	for	ADP
cana-1801	60	8	providing	provide	VERB
cana-1801	60	9	significant	significant	ADJ
cana-1801	60	10	knowledge	knowledge	NOUN
cana-1801	60	11	while	while	SCONJ
cana-1801	60	12	preserving	preserve	VERB
cana-1801	60	13	the	the	DET
cana-1801	60	14	confidentiality	confidentiality	NOUN
cana-1801	60	15	of	of	ADP
cana-1801	60	16	data	data	PROPN
cana-1801	60	17	.	.	PUNCT
cana-1801	61	1	to	to	PART
cana-1801	61	2	deal	deal	VERB
cana-1801	61	3	with	with	ADP
cana-1801	61	4	this	this	DET
cana-1801	61	5	situation	situation	NOUN
cana-1801	61	6	when	when	SCONJ
cana-1801	61	7	an	an	DET
cana-1801	61	8	individual	individual	NOUN
cana-1801	61	9	possesses	possess	VERB
cana-1801	61	10	communications	communication	NOUN
cana-1801	61	11	on	on	ADP
cana-1801	61	12	applied	apply	VERB
cana-1801	61	13	nonlinear	nonlinear	ADJ
cana-1801	61	14	analysis	analysis	NOUN
cana-1801	61	15	issn	issn	NOUN
cana-1801	61	16	:	:	PUNCT
cana-1801	61	17	1074	1074	NUM
cana-1801	61	18	-	-	PUNCT
cana-1801	61	19	133x	133x	NUM
cana-1801	61	20	vol	vol	NOUN
cana-1801	61	21	32	32	NUM
cana-1801	61	22	no	no	NOUN
cana-1801	61	23	.	.	NOUN
cana-1801	61	24	2	2	NUM
cana-1801	61	25	(	(	PUNCT
cana-1801	61	26	2025	2025	NUM
cana-1801	61	27	)	)	PUNCT
cana-1801	62	1	517	517	NUM
cana-1801	62	2	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-1801	62	3	numerous	numerous	ADJ
cana-1801	62	4	documents	document	NOUN
cana-1801	62	5	,	,	PUNCT
cana-1801	62	6	confidential	confidential	ADJ
cana-1801	62	7	solutions	solution	NOUN
cana-1801	62	8	of	of	ADP
cana-1801	62	9	maintaining	maintain	VERB
cana-1801	62	10	confidentiality	confidentiality	NOUN
cana-1801	62	11	of	of	ADP
cana-1801	62	12	one	one	NUM
cana-1801	62	13	's	's	PART
cana-1801	62	14	identity	identity	NOUN
cana-1801	62	15	were	be	AUX
cana-1801	62	16	recommended	recommend	VERB
cana-1801	62	17	.	.	PUNCT
cana-1801	63	1	the	the	DET
cana-1801	63	2	eradication	eradication	NOUN
cana-1801	63	3	of	of	ADP
cana-1801	63	4	feature	feature	NOUN
cana-1801	63	5	disclosure	disclosure	NOUN
cana-1801	63	6	,	,	PUNCT
cana-1801	63	7	nevertheless	nevertheless	ADV
cana-1801	63	8	,	,	PUNCT
cana-1801	63	9	was	be	AUX
cana-1801	63	10	n't	not	PART
cana-1801	63	11	accomplished	accomplish	VERB
cana-1801	63	12	.	.	PUNCT
cana-1801	64	1	the	the	DET
cana-1801	64	2	two	two	NUM
cana-1801	64	3	anonymity	anonymity	NOUN
cana-1801	64	4	models	model	NOUN
cana-1801	64	5	,	,	PUNCT
cana-1801	64	6	elevated	elevated	ADJ
cana-1801	64	7	identity	identity	NOUN
cana-1801	64	8	-	-	PUNCT
cana-1801	64	9	reserved	reserve	VERB
cana-1801	64	10	diversification	diversification	NOUN
cana-1801	64	11	and	and	CCONJ
cana-1801	64	12	improved	improve	VERB
cana-1801	64	13	identity	identity	NOUN
cana-1801	64	14	-	-	PUNCT
cana-1801	64	15	reserved	reserve	VERB
cana-1801	64	16	concealment	concealment	NOUN
cana-1801	64	17	,	,	PUNCT
cana-1801	64	18	have	have	AUX
cana-1801	64	19	been	be	AUX
cana-1801	64	20	developed	develop	VERB
cana-1801	64	21	in	in	ADP
cana-1801	64	22	[	[	X
cana-1801	64	23	10	10	NUM
cana-1801	64	24	]	]	PUNCT
cana-1801	64	25	,	,	PUNCT
cana-1801	64	26	for	for	ADP
cana-1801	64	27	instance	instance	NOUN
cana-1801	64	28	to	to	PART
cana-1801	64	29	address	address	VERB
cana-1801	64	30	this	this	DET
cana-1801	64	31	issue	issue	NOUN
cana-1801	64	32	and	and	CCONJ
cana-1801	64	33	thereby	thereby	ADV
cana-1801	64	34	decreasing	decrease	VERB
cana-1801	64	35	error	error	NOUN
cana-1801	64	36	.	.	PUNCT
cana-1801	65	1	though	though	SCONJ
cana-1801	65	2	the	the	DET
cana-1801	65	3	severity	severity	NOUN
cana-1801	65	4	of	of	ADP
cana-1801	65	5	the	the	DET
cana-1801	65	6	error	error	NOUN
cana-1801	65	7	had	have	AUX
cana-1801	65	8	been	be	AUX
cana-1801	65	9	minimised	minimise	VERB
cana-1801	65	10	,	,	PUNCT
cana-1801	65	11	difficulties	difficulty	NOUN
cana-1801	65	12	involving	involve	VERB
cana-1801	65	13	numerous	numerous	ADJ
cana-1801	65	14	important	important	ADJ
cana-1801	65	15	features	feature	NOUN
cana-1801	65	16	remaining	remaining	AUX
cana-1801	65	17	continued	continue	VERB
cana-1801	65	18	to	to	PART
cana-1801	65	19	exist	exist	VERB
cana-1801	65	20	.	.	PUNCT
cana-1801	66	1	this	this	DET
cana-1801	66	2	vulnerable	vulnerable	ADJ
cana-1801	66	3	entries	entry	NOUN
cana-1801	66	4	have	have	AUX
cana-1801	66	5	been	be	AUX
cana-1801	66	6	preserved	preserve	VERB
cana-1801	66	7	mainly	mainly	ADV
cana-1801	66	8	a	a	DET
cana-1801	66	9	consequence	consequence	NOUN
cana-1801	66	10	of	of	ADP
cana-1801	66	11	the	the	DET
cana-1801	66	12	application	application	NOUN
cana-1801	66	13	using	use	VERB
cana-1801	66	14	bucketization	bucketization	NOUN
cana-1801	66	15	approaches	approach	NOUN
cana-1801	66	16	[	[	X
cana-1801	66	17	11	11	NUM
cana-1801	66	18	]	]	PUNCT
cana-1801	66	19	has	have	VERB
cana-1801	66	20	to	to	PART
cana-1801	66	21	deal	deal	VERB
cana-1801	66	22	with	with	ADP
cana-1801	66	23	this	this	DET
cana-1801	66	24	issue	issue	NOUN
cana-1801	66	25	.	.	PUNCT
cana-1801	67	1	using	use	VERB
cana-1801	67	2	multi	multi	ADJ
cana-1801	67	3	-	-	ADJ
cana-1801	67	4	record	record	ADJ
cana-1801	67	5	information	information	NOUN
cana-1801	67	6	sets	set	NOUN
cana-1801	67	7	,	,	PUNCT
cana-1801	67	8	an	an	DET
cana-1801	67	9	additional	additional	ADJ
cana-1801	67	10	bidirectional	bidirectional	ADJ
cana-1801	67	11	customizable	customizable	ADJ
cana-1801	67	12	generalisation	generalisation	NOUN
cana-1801	67	13	method	method	NOUN
cana-1801	67	14	has	have	AUX
cana-1801	67	15	been	be	AUX
cana-1801	67	16	established	establish	VERB
cana-1801	67	17	in	in	ADP
cana-1801	67	18	[	[	X
cana-1801	67	19	12	12	NUM
cana-1801	67	20	]	]	PUNCT
cana-1801	67	21	.	.	PUNCT
cana-1801	68	1	the	the	DET
cana-1801	68	2	loss	loss	NOUN
cana-1801	68	3	of	of	ADP
cana-1801	68	4	information	information	NOUN
cana-1801	68	5	was	be	AUX
cana-1801	68	6	also	also	ADV
cana-1801	68	7	substantially	substantially	ADV
cana-1801	68	8	reduced	reduce	VERB
cana-1801	68	9	in	in	ADP
cana-1801	68	10	this	this	DET
cana-1801	68	11	particular	particular	ADJ
cana-1801	68	12	instance	instance	NOUN
cana-1801	68	13	through	through	ADP
cana-1801	68	14	affirming	affirm	VERB
cana-1801	68	15	its	its	PRON
cana-1801	68	16	quasi	quasi	ADJ
cana-1801	68	17	-	-	ADJ
cana-1801	68	18	identifier	identifier	ADJ
cana-1801	68	19	anonymity	anonymity	NOUN
cana-1801	68	20	and	and	CCONJ
cana-1801	68	21	ensuring	ensure	VERB
cana-1801	68	22	diversification	diversification	NOUN
cana-1801	68	23	among	among	ADP
cana-1801	68	24	equivalent	equivalent	ADJ
cana-1801	68	25	subgroups	subgroup	NOUN
cana-1801	68	26	.	.	PUNCT
cana-1801	69	1	individuals	individual	NOUN
cana-1801	69	2	'	'	PART
cana-1801	69	3	safeguarding	safeguard	VERB
cana-1801	69	4	their	their	PRON
cana-1801	69	5	privacy	privacy	NOUN
cana-1801	69	6	becomes	become	VERB
cana-1801	69	7	increasingly	increasingly	ADV
cana-1801	69	8	essential	essential	ADJ
cana-1801	69	9	in	in	ADP
cana-1801	69	10	this	this	DET
cana-1801	69	11	enormous	enormous	ADJ
cana-1801	69	12	based	base	VERB
cana-1801	69	13	on	on	ADP
cana-1801	69	14	information	information	NOUN
cana-1801	69	15	technology	technology	NOUN
cana-1801	69	16	era	era	NOUN
cana-1801	69	17	,	,	PUNCT
cana-1801	69	18	nevertheless	nevertheless	ADV
cana-1801	69	19	they	they	PRON
cana-1801	69	20	are	be	AUX
cana-1801	69	21	still	still	ADV
cana-1801	69	22	advancements	advancement	NOUN
cana-1801	69	23	accomplished	accomplish	VERB
cana-1801	69	24	through	through	ADP
cana-1801	69	25	boosting	boost	VERB
cana-1801	69	26	its	its	PRON
cana-1801	69	27	significance	significance	NOUN
cana-1801	69	28	,	,	PUNCT
cana-1801	69	29	performance	performance	NOUN
cana-1801	69	30	,	,	PUNCT
cana-1801	69	31	along	along	ADP
cana-1801	69	32	with	with	ADP
cana-1801	69	33	optimal	optimal	ADJ
cana-1801	69	34	utilisation	utilisation	NOUN
cana-1801	69	35	.	.	PUNCT
cana-1801	70	1	yet	yet	CCONJ
cana-1801	70	2	every	every	DET
cana-1801	70	3	individual	individual	NOUN
cana-1801	70	4	's	's	PART
cana-1801	70	5	degree	degree	NOUN
cana-1801	70	6	of	of	ADP
cana-1801	70	7	confidentiality	confidentiality	NOUN
cana-1801	70	8	might	might	AUX
cana-1801	70	9	differ	differ	VERB
cana-1801	70	10	.	.	PUNCT
cana-1801	71	1	in	in	ADP
cana-1801	71	2	[	[	X
cana-1801	71	3	13	13	NUM
cana-1801	71	4	]	]	PUNCT
cana-1801	71	5	,	,	PUNCT
cana-1801	71	6	a	a	DET
cana-1801	71	7	confidentiality	confidentiality	NOUN
cana-1801	71	8	preserving	preserve	VERB
cana-1801	71	9	approach	approach	NOUN
cana-1801	71	10	was	be	AUX
cana-1801	71	11	established	establish	VERB
cana-1801	71	12	to	to	PART
cana-1801	71	13	prevent	prevent	VERB
cana-1801	71	14	loss	loss	NOUN
cana-1801	71	15	of	of	ADP
cana-1801	71	16	information	information	NOUN
cana-1801	71	17	using	use	VERB
cana-1801	71	18	a	a	DET
cana-1801	71	19	hash	hash	NOUN
cana-1801	71	20	-	-	PUNCT
cana-1801	71	21	based	base	VERB
cana-1801	71	22	anomaly	anomaly	NOUN
cana-1801	71	23	identification	identification	NOUN
cana-1801	71	24	process	process	NOUN
cana-1801	71	25	,	,	PUNCT
cana-1801	71	26	thereby	thereby	ADV
cana-1801	71	27	improving	improve	VERB
cana-1801	71	28	security	security	NOUN
cana-1801	71	29	of	of	ADP
cana-1801	71	30	information	information	NOUN
cana-1801	71	31	as	as	ADV
cana-1801	71	32	well	well	ADV
cana-1801	71	33	as	as	ADP
cana-1801	71	34	decreasing	decrease	VERB
cana-1801	71	35	the	the	DET
cana-1801	71	36	expense	expense	NOUN
cana-1801	71	37	associated	associate	VERB
cana-1801	71	38	with	with	ADP
cana-1801	71	39	information	information	NOUN
cana-1801	71	40	portability	portability	NOUN
cana-1801	71	41	.	.	PUNCT
cana-1801	72	1	in	in	ADP
cana-1801	72	2	the	the	DET
cana-1801	72	3	recent	recent	ADJ
cana-1801	72	4	years	year	NOUN
cana-1801	72	5	,	,	PUNCT
cana-1801	72	6	as	as	SCONJ
cana-1801	72	7	the	the	DET
cana-1801	72	8	prototype	prototype	NOUN
cana-1801	72	9	of	of	ADP
cana-1801	72	10	medical	medical	ADJ
cana-1801	72	11	services	service	NOUN
cana-1801	72	12	has	have	AUX
cana-1801	72	13	transformed	transform	VERB
cana-1801	72	14	from	from	ADP
cana-1801	72	15	therapy	therapy	NOUN
cana-1801	72	16	to	to	PART
cana-1801	72	17	safeguard	safeguard	VERB
cana-1801	72	18	,	,	PUNCT
cana-1801	72	19	there	there	PRON
cana-1801	72	20	arises	arise	VERB
cana-1801	72	21	a	a	DET
cana-1801	72	22	heightening	heighten	VERB
cana-1801	72	23	interest	interest	NOUN
cana-1801	72	24	in	in	ADP
cana-1801	72	25	healthcare	healthcare	NOUN
cana-1801	72	26	sector	sector	NOUN
cana-1801	72	27	that	that	PRON
cana-1801	72	28	bestow	bestow	VERB
cana-1801	72	29	wherever	wherever	SCONJ
cana-1801	72	30	,	,	PUNCT
cana-1801	72	31	all	all	PRON
cana-1801	72	32	round	round	VERB
cana-1801	72	33	the	the	DET
cana-1801	72	34	clock	clock	NOUN
cana-1801	72	35	.	.	PUNCT
cana-1801	73	1	with	with	ADP
cana-1801	73	2	the	the	DET
cana-1801	73	3	blooming	blooming	NOUN
cana-1801	73	4	of	of	ADP
cana-1801	73	5	the	the	DET
cana-1801	73	6	healthcare	healthcare	NOUN
cana-1801	73	7	sector	sector	NOUN
cana-1801	73	8	,	,	PUNCT
cana-1801	73	9	there	there	PRON
cana-1801	73	10	also	also	ADV
cana-1801	73	11	arises	arise	VERB
cana-1801	73	12	an	an	DET
cana-1801	73	13	increasing	increase	VERB
cana-1801	73	14	requirement	requirement	NOUN
cana-1801	73	15	for	for	ADP
cana-1801	73	16	collecting	collect	VERB
cana-1801	73	17	enormous	enormous	ADJ
cana-1801	73	18	amount	amount	NOUN
cana-1801	73	19	of	of	ADP
cana-1801	73	20	healthcare	healthcare	NOUN
cana-1801	73	21	data	datum	NOUN
cana-1801	73	22	with	with	ADP
cana-1801	73	23	the	the	DET
cana-1801	73	24	purpose	purpose	NOUN
cana-1801	73	25	of	of	ADP
cana-1801	73	26	enhancing	enhance	VERB
cana-1801	73	27	the	the	DET
cana-1801	73	28	healthcare	healthcare	NOUN
cana-1801	73	29	services	service	NOUN
cana-1801	73	30	.	.	PUNCT
cana-1801	74	1	despite	despite	SCONJ
cana-1801	74	2	the	the	DET
cana-1801	74	3	data	datum	NOUN
cana-1801	74	4	being	be	AUX
cana-1801	74	5	a	a	DET
cana-1801	74	6	valuable	valuable	ADJ
cana-1801	74	7	asset	asset	NOUN
cana-1801	74	8	,	,	PUNCT
cana-1801	74	9	serious	serious	ADJ
cana-1801	74	10	privacy	privacy	NOUN
cana-1801	74	11	issue	issue	NOUN
cana-1801	74	12	is	be	AUX
cana-1801	74	13	said	say	VERB
cana-1801	74	14	to	to	PART
cana-1801	74	15	occur	occur	VERB
cana-1801	74	16	with	with	ADP
cana-1801	74	17	the	the	DET
cana-1801	74	18	leakage	leakage	NOUN
cana-1801	74	19	of	of	ADP
cana-1801	74	20	sensitive	sensitive	ADJ
cana-1801	74	21	information	information	NOUN
cana-1801	74	22	.	.	PUNCT
cana-1801	75	1	in	in	ADP
cana-1801	75	2	[	[	X
cana-1801	75	3	14	14	NUM
cana-1801	75	4	]	]	PUNCT
cana-1801	75	5	,	,	PUNCT
cana-1801	75	6	local	local	ADJ
cana-1801	75	7	differential	differential	NOUN
cana-1801	75	8	privacy	privacy	NOUN
cana-1801	75	9	was	be	AUX
cana-1801	75	10	applied	apply	VERB
cana-1801	75	11	with	with	ADP
cana-1801	75	12	the	the	DET
cana-1801	75	13	objective	objective	NOUN
cana-1801	75	14	of	of	ADP
cana-1801	75	15	providing	provide	VERB
cana-1801	75	16	significant	significant	ADJ
cana-1801	75	17	accuracy	accuracy	NOUN
cana-1801	75	18	.	.	PUNCT
cana-1801	76	1	using	use	VERB
cana-1801	76	2	the	the	DET
cana-1801	76	3	foundation	foundation	NOUN
cana-1801	76	4	of	of	ADP
cana-1801	76	5	the	the	DET
cana-1801	76	6	technology	technology	NOUN
cana-1801	76	7	known	know	VERB
cana-1801	76	8	as	as	ADP
cana-1801	76	9	blockchain	blockchain	PROPN
cana-1801	76	10	,	,	PUNCT
cana-1801	76	11	a	a	DET
cana-1801	76	12	healthcare	healthcare	NOUN
cana-1801	76	13	protection	protection	NOUN
cana-1801	76	14	of	of	ADP
cana-1801	76	15	privacy	privacy	NOUN
cana-1801	76	16	system	system	NOUN
cana-1801	76	17	was	be	AUX
cana-1801	76	18	developed	develop	VERB
cana-1801	76	19	in	in	ADP
cana-1801	76	20	[	[	X
cana-1801	76	21	15	15	NUM
cana-1801	76	22	]	]	PUNCT
cana-1801	76	23	.	.	PUNCT
cana-1801	77	1	in	in	ADP
cana-1801	77	2	the	the	DET
cana-1801	77	3	present	present	ADJ
cana-1801	77	4	instance	instance	NOUN
cana-1801	77	5	,	,	PUNCT
cana-1801	77	6	medical	medical	ADJ
cana-1801	77	7	information	information	NOUN
cana-1801	77	8	had	have	AUX
cana-1801	77	9	previously	previously	ADV
cana-1801	77	10	been	be	AUX
cana-1801	77	11	secured	secure	VERB
cana-1801	77	12	with	with	ADP
cana-1801	77	13	the	the	DET
cana-1801	77	14	goal	goal	NOUN
cana-1801	77	15	to	to	PART
cana-1801	77	16	ensure	ensure	VERB
cana-1801	77	17	granularity	granularity	NOUN
cana-1801	77	18	control	control	NOUN
cana-1801	77	19	over	over	ADP
cana-1801	77	20	access	access	NOUN
cana-1801	77	21	.	.	PUNCT
cana-1801	78	1	the	the	DET
cana-1801	78	2	capacity	capacity	NOUN
cana-1801	78	3	for	for	ADP
cana-1801	78	4	those	those	PRON
cana-1801	78	5	using	use	VERB
cana-1801	78	6	it	it	PRON
cana-1801	78	7	to	to	PART
cana-1801	78	8	deny	deny	VERB
cana-1801	78	9	or	or	CCONJ
cana-1801	78	10	add	add	VERB
cana-1801	78	11	specific	specific	ADJ
cana-1801	78	12	features	feature	NOUN
cana-1801	78	13	to	to	PART
cana-1801	78	14	optimise	optimise	VERB
cana-1801	78	15	management	management	NOUN
cana-1801	78	16	of	of	ADP
cana-1801	78	17	keys	key	NOUN
cana-1801	78	18	were	be	AUX
cana-1801	78	19	an	an	DET
cana-1801	78	20	additional	additional	ADJ
cana-1801	78	21	significant	significant	ADJ
cana-1801	78	22	feature	feature	NOUN
cana-1801	78	23	.	.	PUNCT
cana-1801	79	1	in	in	ADP
cana-1801	79	2	addition	addition	NOUN
cana-1801	79	3	,	,	PUNCT
cana-1801	79	4	manipulation	manipulation	NOUN
cana-1801	79	5	was	be	AUX
cana-1801	79	6	avoided	avoid	VERB
cana-1801	79	7	with	with	ADP
cana-1801	79	8	the	the	DET
cana-1801	79	9	goal	goal	NOUN
cana-1801	79	10	to	to	PART
cana-1801	79	11	avert	avert	VERB
cana-1801	79	12	disagreements	disagreement	NOUN
cana-1801	79	13	or	or	CCONJ
cana-1801	79	14	conflicts	conflict	NOUN
cana-1801	79	15	involving	involve	VERB
cana-1801	79	16	medical	medical	ADJ
cana-1801	79	17	conditions	condition	NOUN
cana-1801	79	18	,	,	PUNCT
cana-1801	79	19	ensuring	ensure	VERB
cana-1801	79	20	security	security	NOUN
cana-1801	79	21	as	as	ADV
cana-1801	79	22	well	well	ADV
cana-1801	79	23	as	as	ADP
cana-1801	79	24	confidentiality	confidentiality	NOUN
cana-1801	79	25	.	.	PUNCT
cana-1801	80	1	[	[	X
cana-1801	80	2	16	16	NUM
cana-1801	80	3	]	]	PUNCT
cana-1801	80	4	examined	examine	VERB
cana-1801	80	5	a	a	DET
cana-1801	80	6	number	number	NOUN
cana-1801	80	7	of	of	ADP
cana-1801	80	8	safety	safety	NOUN
cana-1801	80	9	and	and	CCONJ
cana-1801	80	10	confidentiality	confidentiality	NOUN
cana-1801	80	11	risk	risk	NOUN
cana-1801	80	12	factors	factor	NOUN
cana-1801	80	13	associated	associate	VERB
cana-1801	80	14	with	with	ADP
cana-1801	80	15	the	the	DET
cana-1801	80	16	health	health	NOUN
cana-1801	80	17	care	care	NOUN
cana-1801	80	18	industry	industry	NOUN
cana-1801	80	19	and	and	CCONJ
cana-1801	80	20	provided	provide	VERB
cana-1801	80	21	recommendations	recommendation	NOUN
cana-1801	80	22	for	for	ADP
cana-1801	80	23	addressing	address	VERB
cana-1801	80	24	these	these	DET
cana-1801	80	25	kinds	kind	NOUN
cana-1801	80	26	of	of	ADP
cana-1801	80	27	problems	problem	NOUN
cana-1801	80	28	.	.	PUNCT
cana-1801	81	1	the	the	DET
cana-1801	81	2	primary	primary	ADJ
cana-1801	81	3	focus	focus	NOUN
cana-1801	81	4	was	be	AUX
cana-1801	81	5	intentionally	intentionally	ADV
cana-1801	81	6	established	establish	VERB
cana-1801	81	7	for	for	ADP
cana-1801	81	8	encrypting	encrypt	VERB
cana-1801	81	9	and	and	CCONJ
cana-1801	81	10	anonymity	anonymity	NOUN
cana-1801	81	11	in	in	ADP
cana-1801	81	12	consideration	consideration	NOUN
cana-1801	81	13	.	.	PUNCT
cana-1801	82	1	the	the	DET
cana-1801	82	2	advantages	advantage	NOUN
cana-1801	82	3	and	and	CCONJ
cana-1801	82	4	disadvantages	disadvantage	NOUN
cana-1801	82	5	of	of	ADP
cana-1801	82	6	implementing	implement	VERB
cana-1801	82	7	the	the	DET
cana-1801	82	8	guidelines	guideline	NOUN
cana-1801	82	9	for	for	ADP
cana-1801	82	10	anonymity	anonymity	NOUN
cana-1801	82	11	and	and	CCONJ
cana-1801	82	12	encoding	encoding	NOUN
cana-1801	82	13	were	be	AUX
cana-1801	82	14	additionally	additionally	ADV
cana-1801	82	15	addressed	address	VERB
cana-1801	82	16	.	.	PUNCT
cana-1801	83	1	[	[	X
cana-1801	83	2	17	17	NUM
cana-1801	83	3	]	]	PUNCT
cana-1801	83	4	performed	perform	VERB
cana-1801	83	5	an	an	DET
cana-1801	83	6	in	in	ADP
cana-1801	83	7	-	-	PUNCT
cana-1801	83	8	depth	depth	NOUN
cana-1801	83	9	examination	examination	NOUN
cana-1801	83	10	emphasising	emphasise	VERB
cana-1801	83	11	on	on	ADP
cana-1801	83	12	the	the	DET
cana-1801	83	13	security	security	NOUN
cana-1801	83	14	and	and	CCONJ
cana-1801	83	15	confidentiality	confidentiality	NOUN
cana-1801	83	16	factors	factor	NOUN
cana-1801	83	17	associated	associate	VERB
cana-1801	83	18	with	with	ADP
cana-1801	83	19	massive	massive	ADJ
cana-1801	83	20	amounts	amount	NOUN
cana-1801	83	21	of	of	ADP
cana-1801	83	22	data	datum	NOUN
cana-1801	83	23	and	and	CCONJ
cana-1801	83	24	defining	define	VERB
cana-1801	83	25	between	between	ADP
cana-1801	83	26	security	security	NOUN
cana-1801	83	27	and	and	CCONJ
cana-1801	83	28	privacy	privacy	NOUN
cana-1801	83	29	factors	factor	NOUN
cana-1801	83	30	in	in	ADP
cana-1801	83	31	enormous	enormous	ADJ
cana-1801	83	32	amounts	amount	NOUN
cana-1801	83	33	of	of	ADP
cana-1801	83	34	data	datum	NOUN
cana-1801	83	35	.	.	PUNCT
cana-1801	84	1	although	although	SCONJ
cana-1801	84	2	several	several	ADJ
cana-1801	84	3	improvements	improvement	NOUN
cana-1801	84	4	,	,	PUNCT
cana-1801	84	5	there	there	PRON
cana-1801	84	6	was	be	VERB
cana-1801	84	7	still	still	ADV
cana-1801	84	8	unfocused	unfocused	ADJ
cana-1801	84	9	data	datum	NOUN
cana-1801	84	10	loss	loss	NOUN
cana-1801	84	11	.	.	PUNCT
cana-1801	85	1	furthermore	furthermore	ADV
cana-1801	85	2	[	[	X
cana-1801	85	3	18	18	NUM
cana-1801	85	4	]	]	X
cana-1801	85	5	,	,	PUNCT
cana-1801	85	6	a	a	DET
cana-1801	85	7	systematic	systematic	ADJ
cana-1801	85	8	approach	approach	NOUN
cana-1801	85	9	to	to	ADP
cana-1801	85	10	selecting	select	VERB
cana-1801	85	11	the	the	DET
cana-1801	85	12	seed	seed	NOUN
cana-1801	85	13	information	information	NOUN
cana-1801	85	14	with	with	ADP
cana-1801	85	15	the	the	DET
cana-1801	85	16	goal	goal	NOUN
cana-1801	85	17	of	of	ADP
cana-1801	85	18	categorising	categorise	VERB
cana-1801	85	19	the	the	DET
cana-1801	85	20	information	information	NOUN
cana-1801	85	21	using	use	VERB
cana-1801	85	22	the	the	DET
cana-1801	85	23	adaptable	adaptable	ADJ
cana-1801	85	24	k	k	ADJ
cana-1801	85	25	-	-	PUNCT
cana-1801	85	26	anonymity	anonymity	NOUN
cana-1801	85	27	approach	approach	NOUN
cana-1801	85	28	has	have	AUX
cana-1801	85	29	been	be	AUX
cana-1801	85	30	laid	lay	VERB
cana-1801	85	31	out	out	ADP
cana-1801	85	32	.	.	PUNCT
cana-1801	86	1	the	the	DET
cana-1801	86	2	communications	communication	NOUN
cana-1801	86	3	on	on	ADP
cana-1801	86	4	applied	apply	VERB
cana-1801	86	5	nonlinear	nonlinear	ADJ
cana-1801	86	6	analysis	analysis	NOUN
cana-1801	86	7	issn	issn	NOUN
cana-1801	86	8	:	:	PUNCT
cana-1801	86	9	1074	1074	NUM
cana-1801	86	10	-	-	PUNCT
cana-1801	86	11	133x	133x	NUM
cana-1801	86	12	vol	vol	NOUN
cana-1801	86	13	32	32	NUM
cana-1801	86	14	no	no	NOUN
cana-1801	86	15	.	.	NOUN
cana-1801	86	16	2	2	NUM
cana-1801	86	17	(	(	PUNCT
cana-1801	86	18	2025	2025	NUM
cana-1801	86	19	)	)	PUNCT
cana-1801	86	20	518	518	NUM
cana-1801	86	21	https://internationalpubls.com	https://internationalpubls.com	X
cana-1801	86	22	quantity	quantity	NOUN
cana-1801	86	23	of	of	ADP
cana-1801	86	24	data	datum	NOUN
cana-1801	86	25	lost	lose	VERB
cana-1801	86	26	and	and	CCONJ
cana-1801	86	27	the	the	DET
cana-1801	86	28	duration	duration	NOUN
cana-1801	86	29	of	of	ADP
cana-1801	86	30	effort	effort	NOUN
cana-1801	86	31	necessary	necessary	ADJ
cana-1801	86	32	to	to	PART
cana-1801	86	33	complete	complete	VERB
cana-1801	86	34	processing	processing	NOUN
cana-1801	86	35	are	be	AUX
cana-1801	86	36	both	both	PRON
cana-1801	86	37	significantly	significantly	ADV
cana-1801	86	38	reduced	reduce	VERB
cana-1801	86	39	.	.	PUNCT
cana-1801	87	1	a	a	DET
cana-1801	87	2	different	different	ADJ
cana-1801	87	3	approach	approach	NOUN
cana-1801	87	4	centred	centre	VERB
cana-1801	87	5	around	around	ADP
cana-1801	87	6	an	an	DET
cana-1801	87	7	approximate	approximate	ADJ
cana-1801	87	8	collection	collection	NOUN
cana-1801	87	9	of	of	ADP
cana-1801	87	10	attributes	attribute	NOUN
cana-1801	87	11	was	be	AUX
cana-1801	87	12	laid	lay	VERB
cana-1801	87	13	out	out	ADP
cana-1801	87	14	in	in	ADP
cana-1801	87	15	[	[	X
cana-1801	87	16	19	19	NUM
cana-1801	87	17	]	]	PUNCT
cana-1801	87	18	,	,	PUNCT
cana-1801	87	19	that	that	PRON
cana-1801	87	20	eventually	eventually	ADV
cana-1801	87	21	produced	produce	VERB
cana-1801	87	22	an	an	DET
cana-1801	87	23	appropriate	appropriate	ADJ
cana-1801	87	24	compromise	compromise	NOUN
cana-1801	87	25	among	among	ADP
cana-1801	87	26	delicate	delicate	ADJ
cana-1801	87	27	attribute	attribute	NOUN
cana-1801	87	28	range	range	NOUN
cana-1801	87	29	with	with	ADP
cana-1801	87	30	quasi	quasi	ADJ
cana-1801	87	31	-	-	ADJ
cana-1801	87	32	identifier	identifier	ADJ
cana-1801	87	33	anonymity	anonymity	NOUN
cana-1801	87	34	.	.	PUNCT
cana-1801	88	1	further	far	ADV
cana-1801	88	2	to	to	ADP
cana-1801	88	3	all	all	PRON
cana-1801	88	4	of	of	ADP
cana-1801	88	5	the	the	DET
cana-1801	88	6	problems	problem	NOUN
cana-1801	88	7	previously	previously	ADV
cana-1801	88	8	mentioned	mention	VERB
cana-1801	88	9	,	,	PUNCT
cana-1801	88	10	utility	utility	NOUN
cana-1801	88	11	of	of	ADP
cana-1801	88	12	data	datum	NOUN
cana-1801	88	13	efficiency	efficiency	NOUN
cana-1801	88	14	as	as	ADV
cana-1801	88	15	well	well	ADV
cana-1801	88	16	as	as	ADP
cana-1801	88	17	data	datum	NOUN
cana-1801	88	18	loss	loss	NOUN
cana-1801	88	19	continues	continue	VERB
cana-1801	88	20	as	as	ADP
cana-1801	88	21	significant	significant	ADJ
cana-1801	88	22	issues	issue	NOUN
cana-1801	88	23	.	.	PUNCT
cana-1801	89	1	in	in	ADP
cana-1801	89	2	a	a	DET
cana-1801	89	3	consequence	consequence	NOUN
cana-1801	89	4	,	,	PUNCT
cana-1801	89	5	researchers	researcher	NOUN
cana-1801	89	6	recommend	recommend	VERB
cana-1801	89	7	a	a	DET
cana-1801	89	8	distinct	distinct	ADJ
cana-1801	89	9	contextual	contextual	ADJ
cana-1801	89	10	sensitivity	sensitivity	NOUN
cana-1801	89	11	and	and	CCONJ
cana-1801	89	12	hellinger	hellinger	X
cana-1801	89	13	convolutional	convolutional	ADJ
cana-1801	89	14	learner	learner	NOUN
cana-1801	89	15	(	(	PUNCT
cana-1801	89	16	dcs	dcs	PROPN
cana-1801	89	17	-	-	PUNCT
cana-1801	89	18	hcl	hcl	PROPN
cana-1801	89	19	)	)	PUNCT
cana-1801	89	20	developing	develop	VERB
cana-1801	89	21	model	model	NOUN
cana-1801	89	22	,	,	PUNCT
cana-1801	89	23	that	that	PRON
cana-1801	89	24	additionally	additionally	ADV
cana-1801	89	25	delivers	deliver	VERB
cana-1801	89	26	precise	precise	ADJ
cana-1801	89	27	access	access	NOUN
cana-1801	89	28	control	control	NOUN
cana-1801	89	29	for	for	ADP
cana-1801	89	30	enormous	enormous	ADJ
cana-1801	89	31	health	health	NOUN
cana-1801	89	32	care	care	NOUN
cana-1801	89	33	data	datum	NOUN
cana-1801	89	34	but	but	CCONJ
cana-1801	89	35	additionally	additionally	ADV
cana-1801	89	36	guarantees	guarantee	VERB
cana-1801	89	37	information	information	NOUN
cana-1801	89	38	effectiveness	effectiveness	NOUN
cana-1801	89	39	and	and	CCONJ
cana-1801	89	40	minimises	minimise	NOUN
cana-1801	89	41	data	datum	NOUN
cana-1801	89	42	loss	loss	NOUN
cana-1801	89	43	.	.	PUNCT
cana-1801	90	1	3	3	X
cana-1801	90	2	.	.	X
cana-1801	90	3	methodology	methodology	NOUN
cana-1801	90	4	the	the	DET
cana-1801	90	5	following	follow	VERB
cana-1801	90	6	section	section	NOUN
cana-1801	90	7	provides	provide	VERB
cana-1801	90	8	an	an	DET
cana-1801	90	9	in	in	ADP
cana-1801	90	10	-	-	PUNCT
cana-1801	90	11	depth	depth	NOUN
cana-1801	90	12	formulation	formulation	NOUN
cana-1801	90	13	for	for	ADP
cana-1801	90	14	both	both	CCONJ
cana-1801	90	15	the	the	DET
cana-1801	90	16	y	y	PROPN
cana-1801	90	17	approach	approach	NOUN
cana-1801	90	18	and	and	CCONJ
cana-1801	90	19	a	a	DET
cana-1801	90	20	quasi	quasi	ADJ
cana-1801	90	21	-	-	ADJ
cana-1801	90	22	identifier	identifier	ADJ
cana-1801	90	23	rearrangement	rearrangement	NOUN
cana-1801	90	24	based	base	VERB
cana-1801	90	25	approach	approach	NOUN
cana-1801	90	26	.	.	PUNCT
cana-1801	91	1	the	the	DET
cana-1801	91	2	structure	structure	NOUN
cana-1801	91	3	of	of	ADP
cana-1801	91	4	the	the	DET
cana-1801	91	5	approach	approach	NOUN
cana-1801	91	6	is	be	AUX
cana-1801	91	7	presented	present	VERB
cana-1801	91	8	in	in	ADP
cana-1801	91	9	section	section	NOUN
cana-1801	91	10	3.1	3.1	NUM
cana-1801	91	11	.	.	PUNCT
cana-1801	92	1	for	for	ADP
cana-1801	92	2	the	the	DET
cana-1801	92	3	objective	objective	NOUN
cana-1801	92	4	of	of	ADP
cana-1801	92	5	identifying	identify	VERB
cana-1801	92	6	the	the	DET
cana-1801	92	7	quasi	quasi	NOUN
cana-1801	92	8	-	-	NOUN
cana-1801	92	9	identifier	identifier	ADJ
cana-1801	92	10	using	use	VERB
cana-1801	92	11	big	big	ADJ
cana-1801	92	12	(	(	PUNCT
cana-1801	92	13	unstructured	unstructured	ADJ
cana-1801	92	14	)	)	PUNCT
cana-1801	92	15	information	information	NOUN
cana-1801	92	16	,	,	PUNCT
cana-1801	92	17	we	we	PRON
cana-1801	92	18	clarify	clarify	VERB
cana-1801	92	19	a	a	DET
cana-1801	92	20	distinct	distinct	ADJ
cana-1801	92	21	impact	impact	NOUN
cana-1801	92	22	contextual	contextual	ADJ
cana-1801	92	23	sensitive	sensitive	ADJ
cana-1801	92	24	hashing	hashing	NOUN
cana-1801	92	25	technique	technique	NOUN
cana-1801	92	26	in	in	ADP
cana-1801	92	27	the	the	DET
cana-1801	92	28	following	follow	VERB
cana-1801	92	29	section	section	NOUN
cana-1801	92	30	:	:	PUNCT
cana-1801	92	31	3.2	3.2	NUM
cana-1801	92	32	.	.	PUNCT
cana-1801	93	1	the	the	DET
cana-1801	93	2	third	third	ADJ
cana-1801	93	3	subsection	subsection	NOUN
cana-1801	93	4	elaborates	elaborate	VERB
cana-1801	93	5	on	on	ADP
cana-1801	93	6	the	the	DET
cana-1801	93	7	layout	layout	NOUN
cana-1801	93	8	as	as	ADV
cana-1801	93	9	well	well	ADV
cana-1801	93	10	as	as	ADP
cana-1801	93	11	the	the	DET
cana-1801	93	12	creation	creation	NOUN
cana-1801	93	13	of	of	ADP
cana-1801	93	14	confidentiality	confidentiality	NOUN
cana-1801	93	15	protection	protection	NOUN
cana-1801	93	16	for	for	ADP
cana-1801	93	17	unstructured	unstructured	ADJ
cana-1801	93	18	information	information	NOUN
cana-1801	93	19	according	accord	VERB
cana-1801	93	20	to	to	ADP
cana-1801	93	21	the	the	DET
cana-1801	93	22	previously	previously	ADV
cana-1801	93	23	established	establish	VERB
cana-1801	93	24	groupings	grouping	NOUN
cana-1801	93	25	(	(	PUNCT
cana-1801	93	26	i.e.	i.e.	X
cana-1801	93	27	discovered	discover	VERB
cana-1801	93	28	quasiidentifier	quasiidentifier	NOUN
cana-1801	93	29	)	)	PUNCT
cana-1801	93	30	employing	employ	VERB
cana-1801	93	31	quasi	quasi	ADJ
cana-1801	93	32	-	-	ADJ
cana-1801	93	33	identifier	identifier	ADJ
cana-1801	93	34	categories	category	NOUN
cana-1801	93	35	.	.	PUNCT
cana-1801	94	1	an	an	DET
cana-1801	94	2	distinct	distinct	ADJ
cana-1801	94	3	contextual	contextual	ADJ
cana-1801	94	4	sensitive	sensitive	ADJ
cana-1801	94	5	and	and	CCONJ
cana-1801	94	6	hellinger	hellinger	ADJ
cana-1801	94	7	convolutional	convolutional	ADJ
cana-1801	94	8	learning	learning	NOUN
cana-1801	94	9	(	(	PUNCT
cana-1801	94	10	dcs	dcs	PROPN
cana-1801	94	11	-	-	PUNCT
cana-1801	94	12	hcl	hcl	PROPN
cana-1801	94	13	)	)	PUNCT
cana-1801	94	14	approach	approach	NOUN
cana-1801	94	15	's	's	PART
cana-1801	94	16	schematic	schematic	ADJ
cana-1801	94	17	representation	representation	NOUN
cana-1801	94	18	is	be	AUX
cana-1801	94	19	shown	show	VERB
cana-1801	94	20	in	in	ADP
cana-1801	94	21	figure	figure	NOUN
cana-1801	94	22	1	1	NUM
cana-1801	94	23	.	.	PUNCT
cana-1801	94	24	figure	figure	VERB
cana-1801	94	25	1	1	NUM
cana-1801	94	26	block	block	NOUN
cana-1801	94	27	diagram	diagram	NOUN
cana-1801	94	28	of	of	ADP
cana-1801	94	29	the	the	DET
cana-1801	94	30	dcs	dcs	PROPN
cana-1801	94	31	-	-	PROPN
cana-1801	94	32	hcl	hcl	PROPN
cana-1801	94	33	approach	approach	NOUN
cana-1801	94	34	,	,	PUNCT
cana-1801	94	35	which	which	PRON
cana-1801	94	36	stands	stand	VERB
cana-1801	94	37	for	for	ADP
cana-1801	94	38	distinctive	distinctive	ADJ
cana-1801	94	39	context	context	NOUN
cana-1801	94	40	sensitive	sensitive	ADJ
cana-1801	94	41	and	and	CCONJ
cana-1801	94	42	hellinger	hellinger	ADJ
cana-1801	94	43	convolutional	convolutional	ADJ
cana-1801	94	44	learning	learning	NOUN
cana-1801	94	45	.	.	PUNCT
cana-1801	95	1	the	the	DET
cana-1801	95	2	associated	associated	ADJ
cana-1801	95	3	representation	representation	NOUN
cana-1801	95	4	shows	show	VERB
cana-1801	95	5	the	the	DET
cana-1801	95	6	way	way	NOUN
cana-1801	95	7	an	an	DET
cana-1801	95	8	enormous	enormous	ADJ
cana-1801	95	9	amount	amount	NOUN
cana-1801	95	10	of	of	ADP
cana-1801	95	11	big	big	ADJ
cana-1801	95	12	data	datum	NOUN
cana-1801	95	13	database	database	NOUN
cana-1801	95	14	containing	contain	VERB
cana-1801	95	15	patients	patient	NOUN
cana-1801	95	16	with	with	ADP
cana-1801	95	17	diabetes	diabetes	NOUN
cana-1801	95	18	is	be	AUX
cana-1801	95	19	originally	originally	ADV
cana-1801	95	20	provided	provide	VERB
cana-1801	95	21	as	as	ADP
cana-1801	95	22	inputs	input	NOUN
cana-1801	95	23	.	.	PUNCT
cana-1801	96	1	employing	employ	VERB
cana-1801	96	2	a	a	DET
cana-1801	96	3	distinct	distinct	ADJ
cana-1801	96	4	impact	impact	NOUN
cana-1801	96	5	contextual	contextual	ADJ
cana-1801	96	6	sensitive	sensitive	ADJ
cana-1801	96	7	hashing	hashing	NOUN
cana-1801	96	8	method	method	NOUN
cana-1801	96	9	,	,	PUNCT
cana-1801	96	10	feature	feature	NOUN
cana-1801	96	11	segmentation	segmentation	NOUN
cana-1801	96	12	is	be	AUX
cana-1801	96	13	initially	initially	ADV
cana-1801	96	14	carried	carry	VERB
cana-1801	96	15	out	out	ADP
cana-1801	96	16	on	on	ADP
cana-1801	96	17	the	the	DET
cana-1801	96	18	starting	starting	NOUN
cana-1801	96	19	point	point	NOUN
cana-1801	96	20	massive	massive	ADJ
cana-1801	96	21	data	datum	NOUN
cana-1801	96	22	dataset	dataset	NOUN
cana-1801	96	23	.	.	PUNCT
cana-1801	97	1	this	this	PRON
cana-1801	97	2	makes	make	VERB
cana-1801	97	3	it	it	PRON
cana-1801	97	4	possible	possible	ADJ
cana-1801	97	5	for	for	ADP
cana-1801	97	6	the	the	DET
cana-1801	97	7	arrangement	arrangement	NOUN
cana-1801	97	8	of	of	ADP
cana-1801	97	9	discrete	discrete	ADJ
cana-1801	97	10	qi	qi	NOUN
cana-1801	97	11	-	-	PUNCT
cana-1801	97	12	classes	class	NOUN
cana-1801	97	13	containing	contain	VERB
cana-1801	97	14	unorganised	unorganised	ADJ
cana-1801	97	15	information	information	NOUN
cana-1801	97	16	,	,	PUNCT
cana-1801	97	17	and	and	CCONJ
cana-1801	97	18	this	this	PRON
cana-1801	97	19	in	in	ADP
cana-1801	97	20	turn	turn	NOUN
cana-1801	97	21	enables	enable	VERB
cana-1801	97	22	the	the	DET
cana-1801	97	23	identification	identification	NOUN
cana-1801	97	24	of	of	ADP
cana-1801	97	25	highly	highly	ADV
cana-1801	97	26	computationally	computationally	ADV
cana-1801	97	27	big	big	ADJ
cana-1801	97	28	data	datum	NOUN
cana-1801	97	29	dataset	dataset	VERB
cana-1801	97	30	‘	'	PUNCT
cana-1801	97	31	𝐷	𝐷	NOUN
cana-1801	97	32	’	'	PUNCT
cana-1801	97	33	distinctive	distinctive	ADJ
cana-1801	97	34	impact	impact	NOUN
cana-1801	97	35	context	context	NOUN
cana-1801	97	36	sensitive	sensitive	ADJ
cana-1801	97	37	hashing	hashing	NOUN
cana-1801	97	38	attribute	attribute	NOUN
cana-1801	97	39	segregation	segregation	NOUN
cana-1801	97	40	anonymized	anonymize	VERB
cana-1801	97	41	data	datum	NOUN
cana-1801	97	42	or	or	CCONJ
cana-1801	97	43	output	output	NOUN
cana-1801	97	44	hellinger	hellinger	X
cana-1801	97	45	convolutional	convolutional	ADJ
cana-1801	97	46	neural	neural	ADJ
cana-1801	97	47	privacy	privacy	NOUN
cana-1801	97	48	preservation	preservation	NOUN
cana-1801	97	49	communications	communication	NOUN
cana-1801	97	50	on	on	ADP
cana-1801	97	51	applied	apply	VERB
cana-1801	97	52	nonlinear	nonlinear	ADJ
cana-1801	97	53	analysis	analysis	NOUN
cana-1801	97	54	issn	issn	NOUN
cana-1801	97	55	:	:	PUNCT
cana-1801	97	56	1074	1074	NUM
cana-1801	97	57	-	-	PUNCT
cana-1801	97	58	133x	133x	NUM
cana-1801	97	59	vol	vol	NOUN
cana-1801	97	60	32	32	NUM
cana-1801	97	61	no	no	NOUN
cana-1801	97	62	.	.	NOUN
cana-1801	97	63	2	2	NUM
cana-1801	97	64	(	(	PUNCT
cana-1801	97	65	2025	2025	NUM
cana-1801	97	66	)	)	PUNCT
cana-1801	97	67	519	519	NUM
cana-1801	97	68	https://internationalpubls.com	https://internationalpubls.com	X
cana-1801	97	69	effective	effective	ADJ
cana-1801	97	70	anonymous	anonymous	ADJ
cana-1801	97	71	information	information	NOUN
cana-1801	97	72	(	(	PUNCT
cana-1801	97	73	which	which	PRON
cana-1801	97	74	are	be	AUX
cana-1801	97	75	additionally	additionally	ADV
cana-1801	97	76	referred	refer	VERB
cana-1801	97	77	to	to	ADP
cana-1801	97	78	as	as	ADP
cana-1801	97	79	quasi	quasi	NOUN
cana-1801	97	80	properties	property	NOUN
cana-1801	97	81	or	or	CCONJ
cana-1801	97	82	pseudoidentifiers	pseudoidentifier	NOUN
cana-1801	97	83	)	)	PUNCT
cana-1801	97	84	using	use	VERB
cana-1801	97	85	enormous	enormous	ADJ
cana-1801	97	86	amounts	amount	NOUN
cana-1801	97	87	of	of	ADP
cana-1801	97	88	data	datum	NOUN
cana-1801	97	89	.	.	PUNCT
cana-1801	98	1	3.1	3.1	NUM
cana-1801	98	2	system	system	NOUN
cana-1801	98	3	model	model	NOUN
cana-1801	98	4	3.2	3.2	NUM
cana-1801	98	5	let	let	VERB
cana-1801	98	6	's	us	PRON
cana-1801	98	7	get	get	AUX
cana-1801	98	8	started	start	VERB
cana-1801	98	9	start	start	VERB
cana-1801	98	10	again	again	ADV
cana-1801	98	11	.	.	PUNCT
cana-1801	99	1	look	look	VERB
cana-1801	99	2	over	over	ADP
cana-1801	99	3	the	the	DET
cana-1801	99	4	enormous	enormous	ADJ
cana-1801	99	5	data	data	NOUN
cana-1801	99	6	sets	set	NOUN
cana-1801	99	7	'	'	PUNCT
cana-1801	99	8	ds	ds	ADJ
cana-1801	99	9	'	'	PUNCT
cana-1801	99	10	the	the	DET
cana-1801	99	11	fact	fact	NOUN
cana-1801	99	12	that	that	PRON
cana-1801	99	13	has	have	AUX
cana-1801	99	14	been	be	AUX
cana-1801	99	15	collected	collect	VERB
cana-1801	99	16	from	from	ADP
cana-1801	99	17	129	129	NUM
cana-1801	99	18	hospitals	hospital	NOUN
cana-1801	99	19	in	in	ADP
cana-1801	99	20	the	the	DET
cana-1801	99	21	united	united	PROPN
cana-1801	99	22	states	states	PROPN
cana-1801	99	23	which	which	PRON
cana-1801	99	24	treated	treat	VERB
cana-1801	99	25	people	people	NOUN
cana-1801	99	26	with	with	ADP
cana-1801	99	27	diabetes	diabetes	NOUN
cana-1801	99	28	between	between	ADP
cana-1801	99	29	the	the	DET
cana-1801	99	30	year	year	NOUN
cana-1801	99	31	2000	2000	NUM
cana-1801	99	32	and	and	CCONJ
cana-1801	99	33	the	the	DET
cana-1801	99	34	year	year	NOUN
cana-1801	99	35	2008	2008	NUM
cana-1801	99	36	.	.	PUNCT
cana-1801	100	1	the	the	DET
cana-1801	100	2	data	datum	NOUN
cana-1801	100	3	set	set	VERB
cana-1801	100	4	,	,	PUNCT
cana-1801	100	5	collection	collection	NOUN
cana-1801	101	1	[	[	X
cana-1801	101	2	3	3	X
cana-1801	101	3	]	]	PUNCT
cana-1801	101	4	contains	contain	VERB
cana-1801	101	5	50	50	NUM
cana-1801	101	6	different	different	ADJ
cana-1801	101	7	features	feature	NOUN
cana-1801	101	8	or	or	CCONJ
cana-1801	101	9	traits	trait	NOUN
cana-1801	101	10	(	(	PUNCT
cana-1801	101	11	attr	attr	NOUN
cana-1801	101	12	=	=	NOUN
cana-1801	101	13	a_1,a_2,	a_1,a_2,	NOUN
cana-1801	101	14	...	...	PUNCT
cana-1801	101	15	,a_n	,a_n	PUNCT
cana-1801	101	16	)	)	PUNCT
cana-1801	101	17	of	of	ADP
cana-1801	101	18	'	'	NUM
cana-1801	101	19	n	n	CCONJ
cana-1801	101	20	'	'	PART
cana-1801	101	21	individuals	individual	NOUN
cana-1801	101	22	.	.	PUNCT
cana-1801	102	1	owing	owe	VERB
cana-1801	102	2	according	accord	VERB
cana-1801	102	3	to	to	ADP
cana-1801	102	4	the	the	DET
cana-1801	102	5	feature	feature	NOUN
cana-1801	102	6	structure	structure	NOUN
cana-1801	102	7	,	,	PUNCT
cana-1801	102	8	the	the	DET
cana-1801	102	9	information	information	NOUN
cana-1801	102	10	contained	contain	VERB
cana-1801	102	11	within	within	ADP
cana-1801	102	12	the	the	DET
cana-1801	102	13	"	"	PUNCT
cana-1801	102	14	c"-shaped	c"-shape	VERB
cana-1801	102	15	columns	column	NOUN
cana-1801	102	16	can	can	AUX
cana-1801	102	17	potentially	potentially	ADV
cana-1801	102	18	be	be	AUX
cana-1801	102	19	categorised	categorise	VERB
cana-1801	102	20	into	into	ADP
cana-1801	102	21	four	four	NUM
cana-1801	102	22	distinct	distinct	ADJ
cana-1801	102	23	classifications	classification	NOUN
cana-1801	102	24	:	:	PUNCT
cana-1801	102	25	quasi	quasi	NOUN
cana-1801	102	26	properties	property	NOUN
cana-1801	102	27	(	(	PUNCT
cana-1801	102	28	q	q	NOUN
cana-1801	102	29	=	=	PUNCT
cana-1801	102	30	q_1,q_2,	q_1,q_2,	ADV
cana-1801	102	31	...	...	PUNCT
cana-1801	102	32	,q_n	,q_n	NUM
cana-1801	102	33	)	)	PUNCT
cana-1801	102	34	,	,	PUNCT
cana-1801	102	35	external	external	ADJ
cana-1801	102	36	variables	variable	NOUN
cana-1801	102	37	(	(	PUNCT
cana-1801	102	38	e	e	X
cana-1801	102	39	=	=	NOUN
cana-1801	102	40	e_1,e_2,	e_1,e_2,	NOUN
cana-1801	102	41	...	...	PUNCT
cana-1801	102	42	,e_n	,e_n	PUNCT
cana-1801	102	43	)	)	PUNCT
cana-1801	102	44	,	,	PUNCT
cana-1801	102	45	parameters	parameter	NOUN
cana-1801	102	46	that	that	PRON
cana-1801	102	47	are	be	AUX
cana-1801	102	48	sensitive	sensitive	ADJ
cana-1801	102	49	(	(	PUNCT
cana-1801	102	50	s	s	NOUN
cana-1801	102	51	=	=	NOUN
cana-1801	102	52	s_1,s_2,	s_1,s_2,	NOUN
cana-1801	102	53	...	...	PUNCT
cana-1801	102	54	,s_n	,s_n	PUNCT
cana-1801	102	55	)	)	PUNCT
cana-1801	102	56	,	,	PUNCT
cana-1801	102	57	and	and	CCONJ
cana-1801	102	58	oblivious	oblivious	ADJ
cana-1801	102	59	characteristics	characteristic	NOUN
cana-1801	102	60	(	(	PUNCT
cana-1801	102	61	ns	ns	NOUN
cana-1801	102	62	=	=	NOUN
cana-1801	102	63	ns_1,ns_2,	ns_1,ns_2,	NOUN
cana-1801	102	64	...	...	PUNCT
cana-1801	102	65	,ns_n	,ns_n	PUNCT
cana-1801	102	66	)	)	PUNCT
cana-1801	102	67	.	.	PUNCT
cana-1801	103	1	3.3	3.3	NUM
cana-1801	103	2	exceptional	exceptional	ADJ
cana-1801	103	3	impact	impact	NOUN
cana-1801	103	4	model	model	NOUN
cana-1801	103	5	of	of	ADP
cana-1801	103	6	context	context	NOUN
cana-1801	103	7	-	-	PUNCT
cana-1801	103	8	sensitive	sensitive	ADJ
cana-1801	103	9	hashing	hash	VERB
cana-1801	103	10	massive	massive	ADJ
cana-1801	103	11	data	datum	NOUN
cana-1801	103	12	is	be	AUX
cana-1801	103	13	employed	employ	VERB
cana-1801	103	14	for	for	ADP
cana-1801	103	15	determining	determine	VERB
cana-1801	103	16	the	the	DET
cana-1801	103	17	initial	initial	ADJ
cana-1801	103	18	quasi	quasi	NOUN
cana-1801	103	19	attributes	attribute	NOUN
cana-1801	103	20	employing	employ	VERB
cana-1801	103	21	the	the	DET
cana-1801	103	22	distinct	distinct	ADJ
cana-1801	103	23	impact	impact	NOUN
cana-1801	103	24	contextual	contextual	ADJ
cana-1801	103	25	sensitive	sensitive	ADJ
cana-1801	103	26	hashing	hashing	NOUN
cana-1801	103	27	(	(	PUNCT
cana-1801	103	28	di	di	NOUN
cana-1801	103	29	-	-	PUNCT
cana-1801	103	30	csh	csh	NOUN
cana-1801	103	31	)	)	PUNCT
cana-1801	103	32	technique	technique	NOUN
cana-1801	103	33	.	.	PUNCT
cana-1801	104	1	by	by	ADP
cana-1801	104	2	employing	employ	VERB
cana-1801	104	3	knowledge	knowledge	NOUN
cana-1801	104	4	from	from	ADP
cana-1801	104	5	the	the	DET
cana-1801	104	6	past	past	NOUN
cana-1801	104	7	,	,	PUNCT
cana-1801	104	8	quasi	quasi	ADJ
cana-1801	104	9	features	feature	NOUN
cana-1801	104	10	may	may	AUX
cana-1801	104	11	reveal	reveal	VERB
cana-1801	104	12	details	detail	NOUN
cana-1801	104	13	concerning	concern	VERB
cana-1801	104	14	precise	precise	ADJ
cana-1801	104	15	identifier	identifier	NOUN
cana-1801	104	16	.	.	PUNCT
cana-1801	105	1	to	to	PART
cana-1801	105	2	make	make	VERB
cana-1801	105	3	it	it	PRON
cana-1801	105	4	possible	possible	ADJ
cana-1801	105	5	for	for	SCONJ
cana-1801	105	6	all	all	PRON
cana-1801	105	7	of	of	ADP
cana-1801	105	8	these	these	DET
cana-1801	105	9	assets	asset	NOUN
cana-1801	105	10	to	to	PART
cana-1801	105	11	be	be	AUX
cana-1801	105	12	additionally	additionally	ADV
cana-1801	105	13	considered	consider	VERB
cana-1801	105	14	into	into	ADP
cana-1801	105	15	into	into	ADP
cana-1801	105	16	consideration	consideration	NOUN
cana-1801	105	17	while	while	SCONJ
cana-1801	105	18	establishing	establish	VERB
cana-1801	105	19	confidentiality	confidentiality	NOUN
cana-1801	105	20	,	,	PUNCT
cana-1801	105	21	numerous	numerous	ADJ
cana-1801	105	22	research	research	NOUN
cana-1801	105	23	investigators	investigator	NOUN
cana-1801	105	24	have	have	AUX
cana-1801	105	25	put	put	VERB
cana-1801	105	26	forward	forward	ADP
cana-1801	105	27	an	an	DET
cana-1801	105	28	array	array	NOUN
cana-1801	105	29	different	different	ADJ
cana-1801	105	30	methods	method	NOUN
cana-1801	105	31	for	for	ADP
cana-1801	105	32	identifying	identify	VERB
cana-1801	105	33	such	such	ADJ
cana-1801	105	34	quasi	quasi	NOUN
cana-1801	105	35	identification	identification	NOUN
cana-1801	105	36	documents	document	NOUN
cana-1801	105	37	.	.	PUNCT
cana-1801	106	1	these	these	DET
cana-1801	106	2	approaches	approach	NOUN
cana-1801	106	3	nevertheless	nevertheless	ADV
cana-1801	106	4	come	come	VERB
cana-1801	106	5	with	with	ADP
cana-1801	106	6	some	some	DET
cana-1801	106	7	disadvantages	disadvantage	NOUN
cana-1801	106	8	among	among	ADP
cana-1801	106	9	which	which	PRON
cana-1801	106	10	are	be	AUX
cana-1801	106	11	higher	high	ADJ
cana-1801	106	12	turnaround	turnaround	NOUN
cana-1801	106	13	demands	demand	NOUN
cana-1801	106	14	and	and	CCONJ
cana-1801	106	15	reduced	reduce	VERB
cana-1801	106	16	data	datum	NOUN
cana-1801	106	17	significance	significance	NOUN
cana-1801	106	18	.	.	PUNCT
cana-1801	107	1	by	by	ADP
cana-1801	107	2	identifying	identify	VERB
cana-1801	107	3	fundamental	fundamental	ADJ
cana-1801	107	4	core	core	NOUN
cana-1801	107	5	quasi	quasi	NOUN
cana-1801	107	6	features	feature	VERB
cana-1801	107	7	having	have	VERB
cana-1801	107	8	the	the	DET
cana-1801	107	9	smallest	small	ADJ
cana-1801	107	10	degree	degree	NOUN
cana-1801	107	11	of	of	ADP
cana-1801	107	12	computational	computational	ADJ
cana-1801	107	13	complexities	complexity	NOUN
cana-1801	107	14	and	and	CCONJ
cana-1801	107	15	the	the	DET
cana-1801	107	16	greatest	great	ADJ
cana-1801	107	17	degree	degree	NOUN
cana-1801	107	18	of	of	ADP
cana-1801	107	19	data	datum	NOUN
cana-1801	107	20	effectiveness	effectiveness	NOUN
cana-1801	107	21	,	,	PUNCT
cana-1801	107	22	the	the	DET
cana-1801	107	23	recommended	recommend	VERB
cana-1801	107	24	di	di	NOUN
cana-1801	107	25	-	-	PUNCT
cana-1801	107	26	csh	csh	PROPN
cana-1801	107	27	approach	approach	NOUN
cana-1801	107	28	resolves	resolve	VERB
cana-1801	107	29	this	this	DET
cana-1801	107	30	challenge	challenge	NOUN
cana-1801	107	31	.	.	PUNCT
cana-1801	108	1	the	the	DET
cana-1801	108	2	anonymity	anonymity	NOUN
cana-1801	108	3	is	be	AUX
cana-1801	108	4	a	a	DET
cana-1801	108	5	technique	technique	NOUN
cana-1801	108	6	employed	employ	VERB
cana-1801	108	7	to	to	PART
cana-1801	108	8	transform	transform	VERB
cana-1801	108	9	virtual	virtual	ADJ
cana-1801	108	10	identification	identification	NOUN
cana-1801	108	11	numbers	number	NOUN
cana-1801	108	12	through	through	ADP
cana-1801	108	13	different	different	ADJ
cana-1801	108	14	kinds	kind	NOUN
cana-1801	108	15	according	accord	VERB
cana-1801	108	16	to	to	ADP
cana-1801	108	17	the	the	DET
cana-1801	108	18	encc	encc	NOUN
cana-1801	108	19	[	[	X
cana-1801	108	20	1	1	NUM
cana-1801	108	21	]	]	PUNCT
cana-1801	108	22	methodology	methodology	NOUN
cana-1801	108	23	,	,	PUNCT
cana-1801	108	24	although	although	SCONJ
cana-1801	108	25	just	just	ADV
cana-1801	108	26	barely	barely	ADV
cana-1801	108	27	guarantees	guarantee	VERB
cana-1801	108	28	confidentiality	confidentiality	NOUN
cana-1801	108	29	.	.	PUNCT
cana-1801	109	1	identifying	identify	VERB
cana-1801	109	2	the	the	DET
cana-1801	109	3	optimum	optimum	ADJ
cana-1801	109	4	quasi	quasi	NOUN
cana-1801	109	5	features	feature	NOUN
cana-1801	109	6	in	in	ADP
cana-1801	109	7	enormous	enormous	ADJ
cana-1801	109	8	collections	collection	NOUN
cana-1801	109	9	continues	continue	VERB
cana-1801	109	10	to	to	PART
cana-1801	109	11	be	be	AUX
cana-1801	109	12	challenging	challenge	VERB
cana-1801	109	13	however	however	ADV
cana-1801	109	14	.	.	PUNCT
cana-1801	110	1	the	the	DET
cana-1801	110	2	both	both	DET
cana-1801	110	3	sides	side	NOUN
cana-1801	110	4	of	of	ADP
cana-1801	110	5	the	the	DET
cana-1801	110	6	hand	hand	NOUN
cana-1801	110	7	,	,	PUNCT
cana-1801	110	8	and	and	CCONJ
cana-1801	110	9	possessing	possess	VERB
cana-1801	110	10	an	an	DET
cana-1801	110	11	excessive	excessive	ADJ
cana-1801	110	12	number	number	NOUN
cana-1801	110	13	of	of	ADP
cana-1801	110	14	quasi	quasi	NOUN
cana-1801	110	15	attributes	attribute	NOUN
cana-1801	110	16	limits	limit	VERB
cana-1801	110	17	the	the	DET
cana-1801	110	18	value	value	NOUN
cana-1801	110	19	of	of	ADP
cana-1801	110	20	data	datum	NOUN
cana-1801	110	21	,	,	PUNCT
cana-1801	110	22	whereas	whereas	SCONJ
cana-1801	110	23	on	on	ADP
cana-1801	110	24	the	the	DET
cana-1801	110	25	flip	flip	ADJ
cana-1801	110	26	side	side	NOUN
cana-1801	110	27	,	,	PUNCT
cana-1801	110	28	possessing	possess	VERB
cana-1801	110	29	inadequate	inadequate	ADJ
cana-1801	110	30	quasi	quasi	NOUN
cana-1801	110	31	features	feature	VERB
cana-1801	110	32	results	result	NOUN
cana-1801	110	33	in	in	ADP
cana-1801	110	34	violations	violation	NOUN
cana-1801	110	35	of	of	ADP
cana-1801	110	36	privacy	privacy	NOUN
cana-1801	110	37	.	.	PUNCT
cana-1801	111	1	this	this	DET
cana-1801	111	2	distinctive	distinctive	ADJ
cana-1801	111	3	impact	impact	NOUN
cana-1801	111	4	context	context	NOUN
cana-1801	111	5	highly	highly	ADV
cana-1801	111	6	sensitive	sensitive	ADJ
cana-1801	111	7	hashing	hashing	NOUN
cana-1801	111	8	algorithm	algorithm	NOUN
cana-1801	111	9	's	's	PART
cana-1801	111	10	objective	objective	NOUN
cana-1801	111	11	is	be	AUX
cana-1801	111	12	to	to	PART
cana-1801	111	13	identify	identify	VERB
cana-1801	111	14	the	the	DET
cana-1801	111	15	most	most	ADV
cana-1801	111	16	beneficial	beneficial	ADJ
cana-1801	111	17	quasi	quasi	NOUN
cana-1801	111	18	features	feature	NOUN
cana-1801	111	19	in	in	ADP
cana-1801	111	20	the	the	DET
cana-1801	111	21	big	big	ADJ
cana-1801	111	22	data	datum	NOUN
cana-1801	111	23	dataset	dataset	VERB
cana-1801	111	24	within	within	ADP
cana-1801	111	25	a	a	DET
cana-1801	111	26	minimum	minimum	NOUN
cana-1801	111	27	amount	amount	NOUN
cana-1801	111	28	during	during	ADP
cana-1801	111	29	time	time	NOUN
cana-1801	111	30	as	as	ADV
cana-1801	111	31	well	well	ADV
cana-1801	111	32	as	as	ADP
cana-1801	111	33	with	with	ADP
cana-1801	111	34	the	the	DET
cana-1801	111	35	smallest	small	ADJ
cana-1801	111	36	amount	amount	NOUN
cana-1801	111	37	of	of	ADP
cana-1801	111	38	additional	additional	ADJ
cana-1801	111	39	complexity	complexity	NOUN
cana-1801	111	40	feasible	feasible	ADJ
cana-1801	111	41	.	.	PUNCT
cana-1801	112	1	the	the	DET
cana-1801	112	2	result	result	NOUN
cana-1801	112	3	is	be	AUX
cana-1801	112	4	going	go	VERB
cana-1801	112	5	to	to	PART
cana-1801	112	6	enhance	enhance	VERB
cana-1801	112	7	efficiency	efficiency	NOUN
cana-1801	112	8	yet	yet	ADV
cana-1801	112	9	preserve	preserve	VERB
cana-1801	112	10	privacy	privacy	NOUN
cana-1801	112	11	alongside	alongside	ADP
cana-1801	112	12	the	the	DET
cana-1801	112	13	smallest	small	ADJ
cana-1801	112	14	number	number	NOUN
cana-1801	112	15	of	of	ADP
cana-1801	112	16	attainable	attainable	ADJ
cana-1801	112	17	quasi	quasi	NOUN
cana-1801	112	18	features	feature	NOUN
cana-1801	112	19	.	.	PUNCT
cana-1801	113	1	the	the	DET
cana-1801	113	2	second	second	ADJ
cana-1801	113	3	image	image	NOUN
cana-1801	113	4	beneath	beneath	ADP
cana-1801	113	5	demonstrates	demonstrate	VERB
cana-1801	113	6	a	a	DET
cana-1801	113	7	case	case	NOUN
cana-1801	113	8	study	study	NOUN
cana-1801	113	9	distinct	distinct	ADJ
cana-1801	113	10	impact	impact	NOUN
cana-1801	113	11	contextual	contextual	ADJ
cana-1801	113	12	sensitive	sensitive	ADJ
cana-1801	113	13	hashing	hashing	NOUN
cana-1801	113	14	framework	framework	NOUN
cana-1801	113	15	structure	structure	NOUN
cana-1801	113	16	.	.	PUNCT
cana-1801	114	1	communications	communication	NOUN
cana-1801	114	2	on	on	ADP
cana-1801	114	3	applied	apply	VERB
cana-1801	114	4	nonlinear	nonlinear	ADJ
cana-1801	114	5	analysis	analysis	NOUN
cana-1801	114	6	issn	issn	NOUN
cana-1801	114	7	:	:	PUNCT
cana-1801	114	8	1074	1074	NUM
cana-1801	114	9	-	-	PUNCT
cana-1801	114	10	133x	133x	NUM
cana-1801	114	11	vol	vol	NOUN
cana-1801	114	12	32	32	NUM
cana-1801	114	13	no	no	NOUN
cana-1801	114	14	.	.	NOUN
cana-1801	114	15	2	2	NUM
cana-1801	114	16	(	(	PUNCT
cana-1801	114	17	2025	2025	NUM
cana-1801	114	18	)	)	PUNCT
cana-1801	114	19	520	520	NUM
cana-1801	114	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-1801	114	21	figure	figure	NOUN
cana-1801	114	22	3	3	NUM
cana-1801	114	23	specimen	speciman	NOUN
cana-1801	114	24	context	context	NOUN
cana-1801	114	25	-	-	PUNCT
cana-1801	114	26	impacts	impact	VERB
cana-1801	114	27	distinctive	distinctive	ADJ
cana-1801	114	28	impact	impact	NOUN
cana-1801	114	29	hashing	hash	VERB
cana-1801	114	30	the	the	DET
cana-1801	114	31	objective	objective	NOUN
cana-1801	114	32	for	for	ADP
cana-1801	114	33	developing	develop	VERB
cana-1801	114	34	a	a	DET
cana-1801	114	35	distinct	distinct	ADJ
cana-1801	114	36	impact	impact	NOUN
cana-1801	114	37	contextual	contextual	ADJ
cana-1801	114	38	sensitive	sensitive	ADJ
cana-1801	114	39	hashing	hashing	NOUN
cana-1801	114	40	method	method	NOUN
cana-1801	114	41	consists	consist	VERB
cana-1801	114	42	with	with	ADP
cana-1801	114	43	identifying	identify	VERB
cana-1801	114	44	the	the	DET
cana-1801	114	45	quasi	quasi	NOUN
cana-1801	114	46	-	-	NOUN
cana-1801	114	47	attributes	attribute	NOUN
cana-1801	114	48	requiring	require	VERB
cana-1801	114	49	little	little	ADJ
cana-1801	114	50	computational	computational	ADJ
cana-1801	114	51	complexity	complexity	NOUN
cana-1801	114	52	while	while	SCONJ
cana-1801	114	53	maintaining	maintain	VERB
cana-1801	114	54	significant	significant	ADJ
cana-1801	114	55	data	datum	NOUN
cana-1801	114	56	effectiveness	effectiveness	NOUN
cana-1801	114	57	,	,	PUNCT
cana-1801	114	58	as	as	SCONJ
cana-1801	114	59	demonstrated	demonstrate	VERB
cana-1801	114	60	from	from	ADP
cana-1801	114	61	the	the	DET
cana-1801	114	62	subsequent	subsequent	ADJ
cana-1801	114	63	public	public	ADJ
cana-1801	114	64	image	image	NOUN
cana-1801	114	65	employing	employ	VERB
cana-1801	114	66	the	the	DET
cana-1801	114	67	input	input	NOUN
cana-1801	114	68	data	data	NOUN
cana-1801	114	69	diabetic	diabetic	ADJ
cana-1801	114	70	complications	complication	NOUN
cana-1801	114	71	data	datum	NOUN
cana-1801	114	72	as	as	ADP
cana-1801	114	73	inputs	input	NOUN
cana-1801	114	74	.	.	PUNCT
cana-1801	115	1	the	the	DET
cana-1801	115	2	particular	particular	ADJ
cana-1801	115	3	value	value	NOUN
cana-1801	115	4	'	'	PUNCT
cana-1801	115	5	dv	dv	PROPN
cana-1801	115	6	'	'	PUNCT
cana-1801	115	7	is	be	AUX
cana-1801	115	8	immediately	immediately	ADV
cana-1801	115	9	evaluated	evaluate	VERB
cana-1801	115	10	by	by	ADP
cana-1801	115	11	considering	consider	VERB
cana-1801	115	12	the	the	DET
cana-1801	115	13	overall	overall	ADJ
cana-1801	115	14	amount	amount	NOUN
cana-1801	115	15	of	of	ADP
cana-1801	115	16	varying	vary	VERB
cana-1801	115	17	values	value	NOUN
cana-1801	115	18	in	in	ADP
cana-1801	115	19	columns	column	NOUN
cana-1801	115	20	'	'	PART
cana-1801	115	21	tv	tv	NOUN
cana-1801	115	22	'	'	PUNCT
cana-1801	115	23	along	along	ADP
cana-1801	115	24	with	with	ADP
cana-1801	115	25	the	the	DET
cana-1801	115	26	total	total	ADJ
cana-1801	115	27	amount	amount	NOUN
cana-1801	115	28	of	of	ADP
cana-1801	115	29	distinctive	distinctive	ADJ
cana-1801	115	30	numbers	number	NOUN
cana-1801	115	31	in	in	ADP
cana-1801	115	32	columns	column	NOUN
cana-1801	115	33	'	'	PUNCT
cana-1801	115	34	c_i	c_i	PRON
cana-1801	115	35	'	'	NUM
cana-1801	115	36	,	,	PUNCT
cana-1801	115	37	correspondingly	correspondingly	ADV
cana-1801	115	38	.	.	PUNCT
cana-1801	116	1	that	that	DET
cana-1801	116	2	distinctive	distinctive	ADJ
cana-1801	116	3	characteristic	characteristic	NOUN
cana-1801	116	4	has	have	AUX
cana-1801	116	5	been	be	AUX
cana-1801	116	6	defined	define	VERB
cana-1801	116	7	as	as	SCONJ
cana-1801	116	8	follows	follow	VERB
cana-1801	116	9	.	.	PUNCT
cana-1801	117	1	𝐷𝑉	𝐷𝑉	NOUN
cana-1801	117	2	=	=	PUNCT
cana-1801	117	3	∑	∑	PUNCT
cana-1801	117	4	𝐷𝑉[𝐶𝑖]𝑛	𝐷𝑉[𝐶𝑖]𝑛	PROPN
cana-1801	117	5	𝑖=1	𝑖=1	PROPN
cana-1801	117	6	𝑇𝑉	𝑇𝑉	PROPN
cana-1801	117	7	(	(	PUNCT
cana-1801	117	8	1	1	X
cana-1801	117	9	)	)	PUNCT
cana-1801	117	10	the	the	DET
cana-1801	117	11	consequence	consequence	NOUN
cana-1801	117	12	of	of	ADP
cana-1801	117	13	number	number	NOUN
cana-1801	117	14	iv	iv	NUM
cana-1801	117	15	is	be	AUX
cana-1801	117	16	subsequently	subsequently	ADV
cana-1801	117	17	evaluated	evaluate	VERB
cana-1801	117	18	considering	consider	VERB
cana-1801	117	19	the	the	DET
cana-1801	117	20	corresponding	correspond	VERB
cana-1801	117	21	category	category	NOUN
cana-1801	117	22	ec	ec	PROPN
cana-1801	117	23	,	,	PUNCT
cana-1801	117	24	which	which	PRON
cana-1801	117	25	includes	include	VERB
cana-1801	117	26	the	the	DET
cana-1801	117	27	entire	entire	ADJ
cana-1801	117	28	assortment	assortment	NOUN
cana-1801	117	29	of	of	ADP
cana-1801	117	30	entries	entry	NOUN
cana-1801	117	31	in	in	ADP
cana-1801	117	32	columns	column	NOUN
cana-1801	117	33	tv	tv	NOUN
cana-1801	117	34	,	,	PUNCT
cana-1801	117	35	and	and	CCONJ
cana-1801	117	36	the	the	DET
cana-1801	117	37	ith	ith	PROPN
cana-1801	117	38	column	column	NOUN
cana-1801	117	39	being	be	AUX
cana-1801	117	40	taken	take	VERB
cana-1801	117	41	into	into	ADP
cana-1801	117	42	consideration	consideration	NOUN
cana-1801	117	43	,	,	PUNCT
cana-1801	117	44	correspondingly	correspondingly	ADV
cana-1801	117	45	.	.	PUNCT
cana-1801	118	1	𝐼𝑉	𝐼𝑉	NOUN
cana-1801	118	2	=	=	SYM
cana-1801	118	3	1	1	NUM
cana-1801	118	4	−	−	NOUN
cana-1801	118	5	𝐸𝐶(𝑇𝑉−𝐶𝑖	𝐸𝐶(𝑇𝑉−𝐶𝑖	NOUN
cana-1801	118	6	)	)	PUNCT
cana-1801	118	7	𝐸𝐶(𝑇𝑉	𝐸𝐶(𝑇𝑉	PROPN
cana-1801	118	8	)	)	PUNCT
cana-1801	118	9	(	(	PUNCT
cana-1801	118	10	2	2	X
cana-1801	118	11	)	)	PUNCT
cana-1801	118	12	the	the	DET
cana-1801	118	13	hashing	hash	VERB
cana-1801	118	14	algorithm	algorithm	NOUN
cana-1801	118	15	'	'	PUNCT
cana-1801	118	16	h(qeid	h(qeid	NOUN
cana-1801	118	17	)	)	PUNCT
cana-1801	118	18	'	'	PUNCT
cana-1801	118	19	binds	bind	VERB
cana-1801	118	20	associated	associated	ADJ
cana-1801	118	21	qi	qi	NOUN
cana-1801	118	22	-	-	PUNCT
cana-1801	118	23	classes	class	NOUN
cana-1801	118	24	to	to	ADP
cana-1801	118	25	the	the	DET
cana-1801	118	26	position	position	NOUN
cana-1801	118	27	either	either	CCONJ
cana-1801	118	28	random	random	ADJ
cana-1801	118	29	map	map	NOUN
cana-1801	118	30	qiclasses	qiclasse	VERB
cana-1801	118	31	in	in	ADP
cana-1801	118	32	order	order	NOUN
cana-1801	118	33	to	to	PART
cana-1801	118	34	enhance	enhance	VERB
cana-1801	118	35	the	the	DET
cana-1801	118	36	effectiveness	effectiveness	NOUN
cana-1801	118	37	of	of	ADP
cana-1801	118	38	groupings	grouping	NOUN
cana-1801	118	39	of	of	ADP
cana-1801	118	40	quasi	quasi	ADJ
cana-1801	118	41	indicator	indicator	PROPN
cana-1801	118	42	communities	community	NOUN
cana-1801	118	43	(	(	PUNCT
cana-1801	118	44	qiclasses	qiclasse	NOUN
cana-1801	118	45	)	)	PUNCT
cana-1801	118	46	,	,	PUNCT
cana-1801	118	47	that	that	PRON
cana-1801	118	48	incorporate	incorporate	VERB
cana-1801	118	49	significant	significant	ADJ
cana-1801	118	50	although	although	SCONJ
cana-1801	118	51	numerous	numerous	ADJ
cana-1801	118	52	and	and	CCONJ
cana-1801	118	53	unorganised	unorganised	ADJ
cana-1801	118	54	information	information	NOUN
cana-1801	118	55	in	in	ADP
cana-1801	118	56	the	the	DET
cana-1801	118	57	form	form	NOUN
cana-1801	118	58	of	of	ADP
cana-1801	118	59	values	value	NOUN
cana-1801	118	60	that	that	PRON
cana-1801	118	61	are	be	AUX
cana-1801	118	62	unavailable	unavailable	ADJ
cana-1801	118	63	or	or	CCONJ
cana-1801	118	64	inaccurate	inaccurate	ADJ
cana-1801	118	65	data	datum	NOUN
cana-1801	118	66	.	.	PUNCT
cana-1801	119	1	this	this	PRON
cana-1801	119	2	is	be	AUX
cana-1801	119	3	the	the	DET
cana-1801	119	4	case	case	NOUN
cana-1801	119	5	due	due	ADP
cana-1801	119	6	to	to	ADP
cana-1801	119	7	the	the	DET
cana-1801	119	8	contrast	contrast	NOUN
cana-1801	119	9	with	with	ADP
cana-1801	119	10	constantly	constantly	ADV
cana-1801	119	11	original	original	ADJ
cana-1801	119	12	data	datum	NOUN
cana-1801	119	13	about	about	ADP
cana-1801	119	14	diabetic	diabetic	ADJ
cana-1801	119	15	patient	patient	ADJ
cana-1801	119	16	patient	patient	NOUN
cana-1801	119	17	’s	’s	PART
cana-1801	119	18	dataset	dataset	ADJ
cana-1801	119	19	attribute	attribute	NOUN
cana-1801	119	20	diabetic	diabetic	ADJ
cana-1801	119	21	patient	patient	ADJ
cana-1801	119	22	outline	outline	NOUN
cana-1801	119	23	of	of	ADP
cana-1801	119	24	diabetic	diabetic	ADJ
cana-1801	119	25	patient	patient	ADJ
cana-1801	119	26	attribute	attribute	NOUN
cana-1801	119	27	in	in	ADP
cana-1801	119	28	a	a	DET
cana-1801	119	29	dataset	dataset	ADJ
cana-1801	119	30	𝑝1	𝑝1	NOUN
cana-1801	119	31	𝑝𝑛	𝑝𝑛	ADP
cana-1801	119	32	𝑞1	𝑞1	PROPN
cana-1801	119	33	𝑒1	𝑒1	PROPN
cana-1801	119	34	𝑞2	𝑞2	NOUN
cana-1801	119	35	𝑞3	𝑞3	VERB
cana-1801	119	36	𝑞4	𝑞4	PROPN
cana-1801	119	37	𝑒2	𝑒2	PROPN
cana-1801	119	38	𝑠1	𝑠1	PROPN
cana-1801	119	39	𝑠2	𝑠2	PROPN
cana-1801	119	40	𝑞5	𝑞5	PROPN
cana-1801	119	41	𝑛𝑠1	𝑛𝑠1	PROPN
cana-1801	119	42	𝑞1	𝑞1	PROPN
cana-1801	119	43	𝑒1	𝑒1	PROPN
cana-1801	119	44	𝑞2	𝑞2	NOUN
cana-1801	119	45	𝑞3	𝑞3	VERB
cana-1801	119	46	𝑞4	𝑞4	PROPN
cana-1801	119	47	𝑒2	𝑒2	PROPN
cana-1801	119	48	𝑠1	𝑠1	PROPN
cana-1801	119	49	𝑠2	𝑠2	PROPN
cana-1801	120	1	𝑞5	𝑞5	NOUN
cana-1801	120	2	𝑛𝑠1	𝑛𝑠1	NOUN
cana-1801	120	3	𝑄𝑢𝑎𝑠𝑖	𝑄𝑢𝑎𝑠𝑖	PROPN
cana-1801	120	4	−	−	PROPN
cana-1801	120	5	𝑎𝑡𝑡𝑟𝑖𝑏𝑢𝑡𝑒	𝑎𝑡𝑡𝑟𝑖𝑏𝑢𝑡𝑒	NOUN
cana-1801	120	6	𝐸𝑥𝑡𝑒𝑟𝑛𝑎𝑙	𝐸𝑥𝑡𝑒𝑟𝑛𝑎𝑙	NOUN
cana-1801	120	7	−	−	PROPN
cana-1801	120	8	𝑎𝑡𝑡𝑟𝑖𝑏𝑢𝑡𝑒	𝑎𝑡𝑡𝑟𝑖𝑏𝑢𝑡𝑒	NOUN
cana-1801	120	9	𝑆𝑒𝑛𝑠𝑖𝑡𝑖𝑣𝑒	𝑆𝑒𝑛𝑠𝑖𝑡𝑖𝑣𝑒	PROPN
cana-1801	120	10	𝑎𝑡𝑡𝑟𝑖𝑏𝑢𝑡𝑒	𝑎𝑡𝑡𝑟𝑖𝑏𝑢𝑡𝑒	NOUN
cana-1801	121	1	−	−	PROPN
cana-1801	121	2	𝑖𝑑𝑒𝑛𝑡𝑖𝑓𝑖𝑒𝑟	𝑖𝑑𝑒𝑛𝑡𝑖𝑓𝑖𝑒𝑟	NOUN
cana-1801	121	3	𝑁𝑜𝑛	𝑁𝑜𝑛	PROPN
cana-1801	121	4	−	−	PROPN
cana-1801	121	5	𝑠𝑒𝑛𝑠𝑖𝑡𝑖𝑣𝑒	𝑠𝑒𝑛𝑠𝑖𝑡𝑖𝑣𝑒	PROPN
cana-1801	121	6	𝑎𝑡𝑡𝑟𝑖𝑏𝑢𝑡𝑒	𝑎𝑡𝑡𝑟𝑖𝑏𝑢𝑡𝑒	NOUN
cana-1801	121	7	𝑝1	𝑝1	PROPN
cana-1801	121	8	𝑞1	𝑞1	PROPN
cana-1801	121	9	𝑞2	𝑞2	NOUN
cana-1801	121	10	…	…	PUNCT
cana-1801	121	11	..	..	PUNCT
cana-1801	121	12	𝑞𝑛	𝑞𝑛	PRON
cana-1801	121	13	𝑒1	𝑒1	PROPN
cana-1801	121	14	𝑒2	𝑒2	PROPN
cana-1801	121	15	…	…	PUNCT
cana-1801	121	16	..	..	PUNCT
cana-1801	122	1	𝑒𝑛	𝑒𝑛	PRON
cana-1801	122	2	𝑠1	𝑠1	PROPN
cana-1801	122	3	𝑠2	𝑠2	NOUN
cana-1801	122	4	…	…	PUNCT
cana-1801	122	5	..	..	PUNCT
cana-1801	123	1	𝑠𝑛	𝑠𝑛	NOUN
cana-1801	123	2	𝑛𝑠1	𝑛𝑠1	NOUN
cana-1801	123	3	𝑛𝑠2	𝑛𝑠2	ADV
cana-1801	123	4	…	…	PUNCT
cana-1801	123	5	..	..	PUNCT
cana-1801	124	1	𝑛𝑠𝑛	𝑛𝑠𝑛	VERB
cana-1801	124	2	𝑝𝑛	𝑝𝑛	ADP
cana-1801	124	3	𝑞1	𝑞1	PROPN
cana-1801	124	4	𝑞2	𝑞2	NOUN
cana-1801	124	5	…	…	PUNCT
cana-1801	124	6	..	..	PUNCT
cana-1801	124	7	𝑞𝑛	𝑞𝑛	PRON
cana-1801	124	8	𝑒1	𝑒1	PROPN
cana-1801	124	9	𝑒2	𝑒2	PROPN
cana-1801	124	10	…	…	PUNCT
cana-1801	124	11	..	..	PUNCT
cana-1801	125	1	𝑒𝑛	𝑒𝑛	PRON
cana-1801	125	2	𝑠1	𝑠1	PROPN
cana-1801	125	3	𝑠2	𝑠2	NOUN
cana-1801	125	4	…	…	PUNCT
cana-1801	125	5	..	..	PUNCT
cana-1801	126	1	𝑠𝑛	𝑠𝑛	NOUN
cana-1801	126	2	𝑛𝑠1	𝑛𝑠1	NOUN
cana-1801	126	3	𝑛𝑠2	𝑛𝑠2	ADV
cana-1801	126	4	…	…	PUNCT
cana-1801	126	5	..	..	PUNCT
cana-1801	127	1	𝑛𝑠𝑛	𝑛𝑠𝑛	PROPN
cana-1801	127	2	…	…	PUNCT
cana-1801	127	3	…	…	PUNCT
cana-1801	127	4	…	…	PUNCT
cana-1801	127	5	…	…	PUNCT
cana-1801	127	6	…	…	PUNCT
cana-1801	127	7	…	…	PUNCT
cana-1801	127	8	…	…	PUNCT
cana-1801	127	9	…	…	PUNCT
cana-1801	127	10	…	…	PUNCT
cana-1801	127	11	communications	communication	NOUN
cana-1801	127	12	on	on	ADP
cana-1801	127	13	applied	apply	VERB
cana-1801	127	14	nonlinear	nonlinear	ADJ
cana-1801	127	15	analysis	analysis	NOUN
cana-1801	127	16	issn	issn	NOUN
cana-1801	127	17	:	:	PUNCT
cana-1801	127	18	1074	1074	NUM
cana-1801	127	19	-	-	PUNCT
cana-1801	127	20	133x	133x	NUM
cana-1801	127	21	vol	vol	NOUN
cana-1801	127	22	32	32	NUM
cana-1801	127	23	no	no	NOUN
cana-1801	127	24	.	.	NOUN
cana-1801	127	25	2	2	NUM
cana-1801	127	26	(	(	PUNCT
cana-1801	127	27	2025	2025	NUM
cana-1801	127	28	)	)	PUNCT
cana-1801	127	29	521	521	NUM
cana-1801	127	30	https://internationalpubls.com	https://internationalpubls.com	X
cana-1801	127	31	evolving	evolve	VERB
cana-1801	127	32	datasets	dataset	NOUN
cana-1801	127	33	[	[	X
cana-1801	127	34	1	1	NUM
cana-1801	127	35	]	]	PUNCT
cana-1801	127	36	propagated	propagate	VERB
cana-1801	127	37	on	on	ADP
cana-1801	127	38	an	an	DET
cana-1801	127	39	unpredictable	unpredictable	ADJ
cana-1801	127	40	manner	manner	NOUN
cana-1801	127	41	,	,	PUNCT
cana-1801	127	42	splitting	splitting	NOUN
cana-1801	127	43	qi	qi	NOUN
cana-1801	127	44	-	-	PUNCT
cana-1801	127	45	classes	class	NOUN
cana-1801	127	46	and	and	CCONJ
cana-1801	127	47	preserving	preserve	VERB
cana-1801	127	48	anonymity	anonymity	NOUN
cana-1801	127	49	is	be	AUX
cana-1801	127	50	going	go	VERB
cana-1801	127	51	to	to	PART
cana-1801	127	52	be	be	AUX
cana-1801	127	53	easier	easy	ADJ
cana-1801	127	54	because	because	SCONJ
cana-1801	127	55	qi	qi	NOUN
cana-1801	127	56	-	-	PUNCT
cana-1801	127	57	classes	class	NOUN
cana-1801	127	58	were	be	AUX
cana-1801	127	59	closest	close	ADJ
cana-1801	127	60	to	to	ADP
cana-1801	127	61	each	each	DET
cana-1801	127	62	other	other	ADJ
cana-1801	127	63	in	in	ADP
cana-1801	127	64	terms	term	NOUN
cana-1801	127	65	to	to	ADP
cana-1801	127	66	their	their	PRON
cana-1801	127	67	quasiidentifiers	quasiidentifier	NOUN
cana-1801	127	68	.	.	PUNCT
cana-1801	128	1	in	in	ADP
cana-1801	128	2	this	this	DET
cana-1801	128	3	case	case	NOUN
cana-1801	128	4	,	,	PUNCT
cana-1801	128	5	that	that	SCONJ
cana-1801	128	6	we	we	PRON
cana-1801	128	7	integrate	integrate	VERB
cana-1801	128	8	contextual	contextual	ADJ
cana-1801	128	9	hashes	hash	NOUN
cana-1801	128	10	to	to	PART
cana-1801	128	11	calculate	calculate	VERB
cana-1801	128	12	every	every	DET
cana-1801	128	13	individual	individual	ADJ
cana-1801	128	14	effect	effect	NOUN
cana-1801	128	15	value	value	NOUN
cana-1801	128	16	generated	generate	VERB
cana-1801	128	17	for	for	ADP
cana-1801	128	18	the	the	DET
cana-1801	128	19	total	total	ADJ
cana-1801	128	20	quantity	quantity	NOUN
cana-1801	128	21	of	of	ADP
cana-1801	128	22	distinct	distinct	ADJ
cana-1801	128	23	numbers	number	NOUN
cana-1801	128	24	within	within	ADP
cana-1801	128	25	the	the	DET
cana-1801	128	26	respective	respective	ADJ
cana-1801	128	27	column	column	NOUN
cana-1801	128	28	associated	associate	VERB
cana-1801	128	29	with	with	ADP
cana-1801	128	30	every	every	DET
cana-1801	128	31	qiclass	qiclass	NOUN
cana-1801	128	32	.	.	PUNCT
cana-1801	129	1	to	to	PART
cana-1801	129	2	add	add	VERB
cana-1801	129	3	contextual	contextual	ADJ
cana-1801	129	4	hashing	hashing	NOUN
cana-1801	129	5	,	,	PUNCT
cana-1801	129	6	which	which	PRON
cana-1801	129	7	it	it	PRON
cana-1801	129	8	must	must	AUX
cana-1801	129	9	be	be	AUX
cana-1801	129	10	essential	essential	ADJ
cana-1801	129	11	to	to	PART
cana-1801	129	12	determine	determine	VERB
cana-1801	129	13	the	the	DET
cana-1801	129	14	distance	distance	NOUN
cana-1801	129	15	that	that	PRON
cana-1801	129	16	exists	exist	VERB
cana-1801	129	17	that	that	PRON
cana-1801	129	18	separates	separate	VERB
cana-1801	129	19	the	the	DET
cana-1801	129	20	two	two	NUM
cana-1801	129	21	simulated	simulate	VERB
cana-1801	129	22	-	-	PUNCT
cana-1801	129	23	identifiers	identifier	NOUN
cana-1801	129	24	(	(	PUNCT
cana-1801	129	25	i.e.	i.e.	X
cana-1801	129	26	,	,	PUNCT
cana-1801	129	27	quasi	quasi	NOUN
cana-1801	129	28	encountering	encounter	VERB
cana-1801	129	29	identifier	identifier	NOUN
cana-1801	129	30	)	)	PUNCT
cana-1801	129	31	,	,	PUNCT
cana-1801	129	32	"	"	PUNCT
cana-1801	129	33	qeidx	qeidx	NOUN
cana-1801	129	34	"	"	PUNCT
cana-1801	129	35	along	along	ADP
cana-1801	129	36	with	with	ADP
cana-1801	129	37	"	"	PUNCT
cana-1801	129	38	qeidy	qeidy	ADJ
cana-1801	129	39	.	.	PUNCT
cana-1801	129	40	"	"	PUNCT
cana-1801	129	41	have	have	AUX
cana-1801	129	42	dis(qeidx	dis(qeidx	NUM
cana-1801	129	43	,	,	PUNCT
cana-1801	129	44	qeidy	qeidy	ADJ
cana-1801	129	45	)	)	PUNCT
cana-1801	129	46	denote	denote	VERB
cana-1801	129	47	the	the	DET
cana-1801	129	48	distance	distance	NOUN
cana-1801	129	49	that	that	PRON
cana-1801	129	50	exists	exist	VERB
cana-1801	129	51	between	between	ADP
cana-1801	129	52	the	the	DET
cana-1801	129	53	two	two	NUM
cana-1801	129	54	quasi	quasi	NOUN
cana-1801	129	55	-	-	NOUN
cana-1801	129	56	identifiers	identifier	NOUN
cana-1801	129	57	.	.	PUNCT
cana-1801	130	1	in	in	ADP
cana-1801	130	2	addition	addition	NOUN
cana-1801	130	3	to	to	ADP
cana-1801	130	4	"	"	PUNCT
cana-1801	130	5	qeid	qeid	NOUN
cana-1801	130	6	"	"	PUNCT
cana-1801	130	7	x=(q_1	x=(q_1	NOUN
cana-1801	130	8	x	x	X
cana-1801	130	9	,	,	PUNCT
cana-1801	130	10	q_2	q_2	ADV
cana-1801	130	11	x,	x,	NUM
cana-1801	130	12	...	...	PUNCT
cana-1801	130	13	,q_n	,q_n	PUNCT
cana-1801	130	14	x	x	X
cana-1801	130	15	)	)	PUNCT
cana-1801	130	16	with	with	ADP
cana-1801	130	17	"	"	PUNCT
cana-1801	130	18	qeid	qeid	NOUN
cana-1801	130	19	"	"	PUNCT
cana-1801	130	20	y=(q_1	y=(q_1	PROPN
cana-1801	130	21	y	y	PROPN
cana-1801	130	22	,	,	PUNCT
cana-1801	130	23	q_2	q_2	PROPN
cana-1801	130	24	y,	y,	NUM
cana-1801	130	25	...	...	PUNCT
cana-1801	130	26	,q_n	,q_n	PUNCT
cana-1801	130	27	y	y	NOUN
cana-1801	130	28	)	)	PUNCT
cana-1801	130	29	"	"	PUNCT
cana-1801	130	30	accordingly	accordingly	ADV
cana-1801	130	31	.	.	PUNCT
cana-1801	131	1	the	the	DET
cana-1801	131	2	distance	distance	NOUN
cana-1801	131	3	between	between	ADP
cana-1801	131	4	the	the	DET
cana-1801	131	5	two	two	NUM
cana-1801	131	6	places	place	NOUN
cana-1801	131	7	is	be	AUX
cana-1801	131	8	subsequently	subsequently	ADV
cana-1801	131	9	calculated	calculate	VERB
cana-1801	131	10	numerically	numerically	ADV
cana-1801	131	11	in	in	ADP
cana-1801	131	12	the	the	DET
cana-1801	131	13	illustration	illustration	NOUN
cana-1801	131	14	following	follow	VERB
cana-1801	131	15	.	.	PUNCT
cana-1801	132	1	𝑅𝑒𝑠	𝑅𝑒𝑠	NOUN
cana-1801	132	2	=	=	SYM
cana-1801	132	3	𝐷𝑖𝑠(𝑞𝑒𝑖𝑑𝑥	𝐷𝑖𝑠(𝑞𝑒𝑖𝑑𝑥	NOUN
cana-1801	132	4	,	,	PUNCT
cana-1801	132	5	𝑞𝑒𝑖𝑑𝑦	𝑞𝑒𝑖𝑑𝑦	ADJ
cana-1801	132	6	)	)	PUNCT
cana-1801	132	7	=	=	PRON
cana-1801	132	8	√∑	√∑	PROPN
cana-1801	132	9	𝐷2(𝑞𝑖	𝐷2(𝑞𝑖	NOUN
cana-1801	133	1	𝑥	𝑥	PROPN
cana-1801	133	2	,	,	PUNCT
cana-1801	133	3	𝑞𝑖	𝑞𝑖	PROPN
cana-1801	133	4	𝑦	𝑦	NOUN
cana-1801	133	5	)	)	PUNCT
cana-1801	133	6	(	(	PUNCT
cana-1801	133	7	3	3	X
cana-1801	133	8	)	)	PUNCT
cana-1801	133	9	d(q_ix	d(q_ix	NOUN
cana-1801	133	10	,	,	PUNCT
cana-1801	133	11	q_iy	q_iy	PROPN
cana-1801	133	12	)	)	PUNCT
cana-1801	133	13	denotes	denote	VERB
cana-1801	133	14	the	the	DET
cana-1801	133	15	distance	distance	NOUN
cana-1801	133	16	that	that	PRON
cana-1801	133	17	exists	exist	VERB
cana-1801	133	18	connecting	connect	VERB
cana-1801	133	19	q_ix	q_ix	ADJ
cana-1801	133	20	with	with	ADP
cana-1801	133	21	q_iy	q_iy	PROPN
cana-1801	133	22	from	from	ADP
cana-1801	133	23	the	the	DET
cana-1801	133	24	formula	formula	NOUN
cana-1801	133	25	(	(	PUNCT
cana-1801	133	26	3	3	NUM
cana-1801	133	27	)	)	PUNCT
cana-1801	133	28	above	above	ADV
cana-1801	133	29	.	.	PUNCT
cana-1801	134	1	another	another	DET
cana-1801	134	2	contextual	contextual	ADJ
cana-1801	134	3	hash	hash	NOUN
cana-1801	134	4	function	function	NOUN
cana-1801	134	5	is	be	AUX
cana-1801	134	6	an	an	DET
cana-1801	134	7	algorithm	algorithm	NOUN
cana-1801	134	8	that	that	PRON
cana-1801	134	9	is	be	AUX
cana-1801	134	10	linked	link	VERB
cana-1801	134	11	to	to	ADP
cana-1801	134	12	the	the	DET
cana-1801	134	13	leading	leading	NOUN
cana-1801	134	14	to	to	ADP
cana-1801	134	15	deviation	deviation	NOUN
cana-1801	134	16	from	from	ADP
cana-1801	134	17	equation	equation	NOUN
cana-1801	134	18	(	(	PUNCT
cana-1801	134	19	3	3	NUM
cana-1801	134	20	)	)	PUNCT
cana-1801	134	21	before	before	ADP
cana-1801	134	22	for	for	ADP
cana-1801	134	23	the	the	DET
cana-1801	134	24	purpose	purpose	NOUN
cana-1801	134	25	to	to	PART
cana-1801	134	26	generate	generate	VERB
cana-1801	134	27	homogeneous	homogeneous	ADJ
cana-1801	134	28	qi	qi	NOUN
cana-1801	134	29	-	-	PUNCT
cana-1801	134	30	classes	class	NOUN
cana-1801	134	31	.	.	PUNCT
cana-1801	135	1	considering	consider	VERB
cana-1801	135	2	either	either	CCONJ
cana-1801	135	3	"	"	PUNCT
cana-1801	135	4	d_i	d_i	VERB
cana-1801	135	5	"	"	PUNCT
cana-1801	135	6	with	with	ADP
cana-1801	135	7	"	"	PUNCT
cana-1801	135	8	d_j	d_j	NOUN
cana-1801	135	9	"	"	PUNCT
cana-1801	135	10	represent	represent	VERB
cana-1801	135	11	two	two	NUM
cana-1801	135	12	measurements	measurement	NOUN
cana-1801	135	13	,	,	PUNCT
cana-1801	135	14	the	the	DET
cana-1801	135	15	function	function	NOUN
cana-1801	135	16	used	use	VERB
cana-1801	135	17	for	for	ADP
cana-1801	135	18	hashing	hashing	NOUN
cana-1801	135	19	is	be	AUX
cana-1801	135	20	developed	develop	VERB
cana-1801	135	21	employing	employ	VERB
cana-1801	135	22	"	"	PUNCT
cana-1801	135	23	(	(	PUNCT
cana-1801	135	24	d_i	d_i	ADJ
cana-1801	135	25	,	,	PUNCT
cana-1801	135	26	d_j	d_j	NUM
cana-1801	135	27	)	)	PUNCT
cana-1801	135	28	"	"	PUNCT
cana-1801	135	29	given	give	VERB
cana-1801	135	30	any	any	DET
cana-1801	135	31	pair	pair	NOUN
cana-1801	135	32	of	of	ADP
cana-1801	135	33	near	near	ADJ
cana-1801	135	34	-	-	PUNCT
cana-1801	135	35	identifiers	identifier	NOUN
cana-1801	135	36	"	"	PUNCT
cana-1801	135	37	qeidx	qeidx	ADJ
cana-1801	135	38	,	,	PUNCT
cana-1801	135	39	qeidy	qeidy	ADJ
cana-1801	135	40	"	"	PUNCT
cana-1801	135	41	accordance	accordance	NOUN
cana-1801	135	42	according	accord	VERB
cana-1801	135	43	to	to	ADP
cana-1801	135	44	the	the	DET
cana-1801	135	45	pseudocode	pseudocode	NOUN
cana-1801	135	46	's	's	PART
cana-1801	135	47	presentation	presentation	NOUN
cana-1801	135	48	concerning	concern	VERB
cana-1801	135	49	the	the	DET
cana-1801	135	50	dualistic	dualistic	ADJ
cana-1801	135	51	concept	concept	NOUN
cana-1801	135	52	and	and	CCONJ
cana-1801	135	53	likelihood	likelihood	NOUN
cana-1801	135	54	distribution	distribution	NOUN
cana-1801	135	55	.	.	PUNCT
cana-1801	136	1	here	here	ADV
cana-1801	136	2	is	be	AUX
cana-1801	136	3	offered	offer	VERB
cana-1801	136	4	an	an	DET
cana-1801	136	5	arbitrary	arbitrary	ADJ
cana-1801	136	6	code	code	NOUN
cana-1801	136	7	that	that	PRON
cana-1801	136	8	represents	represent	VERB
cana-1801	136	9	the	the	DET
cana-1801	136	10	unique	unique	ADJ
cana-1801	136	11	impact	impact	NOUN
cana-1801	136	12	of	of	ADP
cana-1801	136	13	the	the	DET
cana-1801	136	14	contextual	contextual	ADJ
cana-1801	136	15	hash	hash	NOUN
cana-1801	136	16	.	.	PUNCT
cana-1801	137	1	input	input	NOUN
cana-1801	137	2	:	:	PUNCT
cana-1801	137	3	big	big	ADJ
cana-1801	137	4	data	datum	NOUN
cana-1801	137	5	dataset	dataset	VERB
cana-1801	137	6	"	"	PUNCT
cana-1801	137	7	ds	ds	ADJ
cana-1801	137	8	,	,	PUNCT
cana-1801	137	9	"	"	PUNCT
cana-1801	137	10	patients	patient	NOUN
cana-1801	137	11	"	"	PUNCT
cana-1801	137	12	p	p	X
cana-1801	137	13	=	=	NOUN
cana-1801	137	14	p_1	p_1	NOUN
cana-1801	137	15	,	,	PUNCT
cana-1801	137	16	p_2	p_2	PROPN
cana-1801	137	17	,	,	PUNCT
cana-1801	137	18	...	...	PUNCT
cana-1801	137	19	,	,	PUNCT
cana-1801	137	20	p_n,"and	p_n,"and	NOUN
cana-1801	137	21	attributes	attribute	VERB
cana-1801	137	22	"	"	PUNCT
cana-1801	137	23	attr	attr	NOUN
cana-1801	137	24	=	=	NOUN
cana-1801	137	25	a_1	a_1	NOUN
cana-1801	137	26	,	,	PUNCT
cana-1801	137	27	a_2	a_2	PROPN
cana-1801	137	28	,	,	PUNCT
cana-1801	137	29	...	...	PUNCT
cana-1801	137	30	,	,	PUNCT
cana-1801	137	31	a_n	a_n	PUNCT
cana-1801	137	32	"	"	PUNCT
cana-1801	137	33	output	output	NOUN
cana-1801	137	34	:	:	PUNCT
cana-1801	137	35	quasi	quasi	NOUN
cana-1801	137	36	-	-	NOUN
cana-1801	137	37	identifiers	identifier	NOUN
cana-1801	137	38	that	that	PRON
cana-1801	137	39	are	be	AUX
cana-1801	137	40	optimized	optimize	VERB
cana-1801	137	41	for	for	ADP
cana-1801	137	42	computation	computation	NOUN
cana-1801	137	43	step	step	NOUN
cana-1801	137	44	1	1	NUM
cana-1801	137	45	:	:	PUNCT
cana-1801	137	46	set	set	VERB
cana-1801	137	47	up	up	ADP
cana-1801	137	48	and	and	CCONJ
cana-1801	137	49	initialize	initialize	VERB
cana-1801	137	50	"	"	PUNCT
cana-1801	137	51	qeidx	qeidx	NOUN
cana-1801	137	52	"	"	PUNCT
cana-1801	137	53	initially	initially	ADV
cana-1801	137	54	.	.	PUNCT
cana-1801	138	1	and	and	CCONJ
cana-1801	138	2	"	"	PUNCT
cana-1801	138	3	qeidy	qeidy	ADJ
cana-1801	138	4	.	.	PUNCT
cana-1801	138	5	"	"	PUNCT
cana-1801	138	6	step	step	NOUN
cana-1801	138	7	2	2	NUM
cana-1801	138	8	:	:	PUNCT
cana-1801	138	9	create	create	VERB
cana-1801	138	10	classes	class	NOUN
cana-1801	138	11	"	"	PUNCT
cana-1801	138	12	cl	cl	NOUN
cana-1801	138	13	=	=	SYM
cana-1801	138	14	cl__1	cl__1	NOUN
cana-1801	138	15	,	,	PUNCT
cana-1801	138	16	cl__2	cl__2	PROPN
cana-1801	138	17	,	,	PUNCT
cana-1801	138	18	cl__3	cl__3	PROPN
cana-1801	138	19	,	,	PUNCT
cana-1801	138	20	cl__4	cl__4	PROPN
cana-1801	138	21	"	"	PUNCT
cana-1801	138	22	in	in	ADP
cana-1801	138	23	column	column	NOUN
cana-1801	138	24	"	"	PUNCT
cana-1801	138	25	c_i	c_i	PUNCT
cana-1801	138	26	"	"	PUNCT
cana-1801	138	27	step	step	NOUN
cana-1801	138	28	3	3	NUM
cana-1801	138	29	:	:	PUNCT
cana-1801	138	30	begin	begin	VERB
cana-1801	138	31	step	step	NOUN
cana-1801	138	32	4	4	NUM
cana-1801	138	33	:	:	PUNCT
cana-1801	138	34	'	'	PUNCT
cana-1801	138	35	attr	attr	VERB
cana-1801	138	36	=	=	NOUN
cana-1801	138	37	a_1,a_2,	a_1,a_2,	NOUN
cana-1801	138	38	...	...	PUNCT
cana-1801	138	39	,a_n	,a_n	PUNCT
cana-1801	138	40	'	'	PUNCT
cana-1801	138	41	for	for	ADP
cana-1801	138	42	each	each	DET
cana-1801	138	43	large	large	ADJ
cana-1801	138	44	data	datum	NOUN
cana-1801	138	45	dataset	dataset	NOUN
cana-1801	138	46	'	'	PUNCT
cana-1801	138	47	ds	d	NOUN
cana-1801	138	48	'	'	PUNCT
cana-1801	138	49	with	with	ADP
cana-1801	138	50	'	'	NUM
cana-1801	138	51	n	n	CCONJ
cana-1801	138	52	'	'	PART
cana-1801	138	53	characteristics	characteristic	NOUN
cana-1801	138	54	and	and	CCONJ
cana-1801	138	55	'	'	PUNCT
cana-1801	138	56	p	p	NOUN
cana-1801	138	57	'	'	PUNCT
cana-1801	138	58	for	for	ADP
cana-1801	138	59	patients	patient	NOUN
cana-1801	138	60	step	step	VERB
cana-1801	138	61	5	5	NUM
cana-1801	138	62	:	:	PUNCT
cana-1801	138	63	to	to	PART
cana-1801	138	64	twin	twin	VERB
cana-1801	138	65	quasi	quasi	NOUN
cana-1801	138	66	-	-	NOUN
cana-1801	138	67	identifiers	identifier	NOUN
cana-1801	138	68	,	,	PUNCT
cana-1801	138	69	qeidx	qeidx	NOUN
cana-1801	138	70	and	and	CCONJ
cana-1801	138	71	qeidy	qeidy	ADJ
cana-1801	138	72	,	,	PUNCT
cana-1801	138	73	which	which	PRON
cana-1801	138	74	stand	stand	VERB
cana-1801	138	75	for	for	ADP
cana-1801	138	76	quasi	quasi	ADJ
cana-1801	138	77	encounter	encounter	NOUN
cana-1801	138	78	identifiers	identifier	NOUN
cana-1801	138	79	,	,	PUNCT
cana-1801	138	80	step	step	NOUN
cana-1801	138	81	6	6	NUM
cana-1801	138	82	:	:	PUNCT
cana-1801	138	83	utilise	utilise	VERB
cana-1801	138	84	equation	equation	NOUN
cana-1801	138	85	1	1	NUM
cana-1801	138	86	to	to	PART
cana-1801	138	87	evaluate	evaluate	VERB
cana-1801	138	88	distinguishing	distinguish	VERB
cana-1801	138	89	value	value	NOUN
cana-1801	138	90	.	.	PUNCT
cana-1801	139	1	step	step	NOUN
cana-1801	139	2	7	7	NUM
cana-1801	139	3	:	:	PUNCT
cana-1801	139	4	apply	apply	VERB
cana-1801	139	5	equation	equation	NOUN
cana-1801	139	6	(	(	PUNCT
cana-1801	139	7	2	2	NUM
cana-1801	139	8	)	)	PUNCT
cana-1801	139	9	to	to	PART
cana-1801	139	10	evaluate	evaluate	VERB
cana-1801	139	11	the	the	DET
cana-1801	139	12	effect	effect	NOUN
cana-1801	139	13	value	value	NOUN
cana-1801	139	14	.	.	PUNCT
cana-1801	140	1	step	step	NOUN
cana-1801	140	2	8	8	NUM
cana-1801	140	3	:	:	PUNCT
cana-1801	140	4	use	use	VERB
cana-1801	140	5	equation	equation	NOUN
cana-1801	140	6	(	(	PUNCT
cana-1801	140	7	3	3	NUM
cana-1801	140	8	)	)	PUNCT
cana-1801	140	9	to	to	PART
cana-1801	140	10	calculate	calculate	VERB
cana-1801	140	11	the	the	DET
cana-1801	140	12	distance	distance	NOUN
cana-1801	140	13	between	between	ADP
cana-1801	140	14	two	two	NUM
cana-1801	140	15	quasi	quasi	NOUN
cana-1801	140	16	-	-	NOUN
cana-1801	140	17	identifiers	identifier	NOUN
cana-1801	140	18	.	.	PUNCT
cana-1801	141	1	step	step	NOUN
cana-1801	141	2	9	9	NUM
cana-1801	141	3	:	:	PUNCT
cana-1801	141	4	if	if	SCONJ
cana-1801	141	5	"	"	PUNCT
cana-1801	141	6	res(qeidx	res(qeidx	ADJ
cana-1801	141	7	,	,	PUNCT
cana-1801	141	8	qeidy	qeidy	ADJ
cana-1801	141	9	)	)	PUNCT
cana-1801	141	10	"	"	PUNCT
cana-1801	142	1	d_j	d_j	NOUN
cana-1801	142	2	step	step	NOUN
cana-1801	142	3	10	10	NUM
cana-1801	142	4	:	:	PUNCT
cana-1801	142	5	then	then	ADV
cana-1801	142	6	,	,	PUNCT
cana-1801	142	7	"	"	PUNCT
cana-1801	142	8	prob[h(qeidx)=h(qeidy	prob[h(qeidx)=h(qeidy	NOUN
cana-1801	142	9	)	)	PUNCT
cana-1801	142	10	]	]	PUNCT
cana-1801	142	11	"	"	PUNCT
cana-1801	142	12	is	be	AUX
cana-1801	142	13	used	use	VERB
cana-1801	142	14	.	.	PUNCT
cana-1801	143	1	step	step	NOUN
cana-1801	143	2	11	11	NUM
cana-1801	143	3	:	:	PUNCT
cana-1801	143	4	end	end	VERB
cana-1801	143	5	if	if	SCONJ
cana-1801	143	6	step	step	NOUN
cana-1801	143	7	12	12	NUM
cana-1801	143	8	:	:	PUNCT
cana-1801	143	9	if	if	SCONJ
cana-1801	143	10	"	"	PUNCT
cana-1801	143	11	res(qeidx	res(qeidx	ADJ
cana-1801	143	12	,	,	PUNCT
cana-1801	143	13	qeidy	qeidy	ADJ
cana-1801	143	14	)	)	PUNCT
cana-1801	143	15	"	"	PUNCT
cana-1801	143	16	d_j	d_j	NOUN
cana-1801	143	17	step	step	NOUN
cana-1801	143	18	13	13	NUM
cana-1801	143	19	:	:	PUNCT
cana-1801	143	20	then	then	ADV
cana-1801	143	21	,	,	PUNCT
cana-1801	143	22	"	"	PUNCT
cana-1801	143	23	prob[h(qeidx)=h(qeidy	prob[h(qeidx)=h(qeidy	NOUN
cana-1801	143	24	)	)	PUNCT
cana-1801	143	25	]	]	PUNCT
cana-1801	143	26	"	"	PUNCT
cana-1801	143	27	is	be	AUX
cana-1801	143	28	used	use	VERB
cana-1801	143	29	.	.	PUNCT
cana-1801	144	1	step	step	NOUN
cana-1801	144	2	14	14	NUM
cana-1801	144	3	:	:	PUNCT
cana-1801	144	4	end	end	VERB
cana-1801	144	5	if	if	SCONJ
cana-1801	144	6	step	step	NOUN
cana-1801	144	7	15	15	NUM
cana-1801	144	8	:	:	PUNCT
cana-1801	144	9	end	end	VERB
cana-1801	144	10	for	for	ADP
cana-1801	144	11	step	step	NOUN
cana-1801	144	12	16	16	NUM
cana-1801	144	13	:	:	PUNCT
cana-1801	144	14	end	end	VERB
cana-1801	144	15	for	for	SCONJ
cana-1801	144	16	communications	communication	NOUN
cana-1801	144	17	on	on	ADP
cana-1801	144	18	applied	apply	VERB
cana-1801	144	19	nonlinear	nonlinear	ADJ
cana-1801	144	20	analysis	analysis	NOUN
cana-1801	144	21	issn	issn	NOUN
cana-1801	144	22	:	:	PUNCT
cana-1801	144	23	1074	1074	NUM
cana-1801	144	24	-	-	PUNCT
cana-1801	144	25	133x	133x	NUM
cana-1801	144	26	vol	vol	NOUN
cana-1801	144	27	32	32	NUM
cana-1801	145	1	no	no	NOUN
cana-1801	145	2	.	.	NOUN
cana-1801	145	3	2	2	NUM
cana-1801	145	4	(	(	PUNCT
cana-1801	145	5	2025	2025	NUM
cana-1801	145	6	)	)	PUNCT
cana-1801	145	7	522	522	NUM
cana-1801	145	8	https://internationalpubls.com	https://internationalpubls.com	X
cana-1801	145	9	step	step	NOUN
cana-1801	145	10	17	17	NUM
cana-1801	145	11	:	:	PUNCT
cana-1801	145	12	bring	bring	VERB
cana-1801	145	13	back	back	ADV
cana-1801	145	14	the	the	DET
cana-1801	145	15	quasi	quasi	ADJ
cana-1801	145	16	characteristics	characteristic	NOUN
cana-1801	145	17	"	"	PUNCT
cana-1801	145	18	p	p	PROPN
cana-1801	145	19	=	=	NOUN
cana-1801	145	20	q	q	NOUN
cana-1801	145	21	=	=	NOUN
cana-1801	145	22	q_1	q_1	PROPN
cana-1801	145	23	,	,	PUNCT
cana-1801	145	24	q_2	q_2	NOUN
cana-1801	145	25	,	,	PUNCT
cana-1801	145	26	...	...	PUNCT
cana-1801	145	27	,	,	PUNCT
cana-1801	145	28	q_n	q_n	VERB
cana-1801	145	29	"	"	PUNCT
cana-1801	145	30	step	step	NOUN
cana-1801	145	31	18	18	NUM
cana-1801	145	32	:	:	PUNCT
cana-1801	145	33	end	end	NOUN
cana-1801	145	34	algorithm	algorithm	NOUN
cana-1801	145	35	1	1	NUM
cana-1801	145	36	quasi	quasi	NOUN
cana-1801	145	37	-	-	NOUN
cana-1801	145	38	identifier	identifier	ADJ
cana-1801	145	39	with	with	ADP
cana-1801	145	40	a	a	DET
cana-1801	145	41	differential	differential	ADJ
cana-1801	145	42	impact	impact	NOUN
cana-1801	145	43	context	context	NOUN
cana-1801	145	44	hash	hash	NOUN
cana-1801	145	45	3.3	3.3	NUM
cana-1801	145	46	.	.	PUNCT
cana-1801	146	1	three	three	NUM
cana-1801	146	2	distinct	distinct	ADJ
cana-1801	146	3	stages	stage	NOUN
cana-1801	146	4	have	have	AUX
cana-1801	146	5	been	be	AUX
cana-1801	146	6	included	include	VERB
cana-1801	146	7	within	within	ADP
cana-1801	146	8	the	the	DET
cana-1801	146	9	distinct	distinct	ADJ
cana-1801	146	10	impact	impact	NOUN
cana-1801	146	11	contextual	contextual	ADJ
cana-1801	146	12	hash	hash	NOUN
cana-1801	146	13	quasiidentifier	quasiidentifi	ADJ
cana-1801	146	14	technique	technique	NOUN
cana-1801	146	15	mentioned	mention	VERB
cana-1801	146	16	previously	previously	ADV
cana-1801	146	17	.	.	PUNCT
cana-1801	147	1	the	the	DET
cana-1801	147	2	initial	initial	ADJ
cana-1801	147	3	challenge	challenge	NOUN
cana-1801	147	4	goes	go	VERB
cana-1801	147	5	to	to	PART
cana-1801	147	6	determine	determine	VERB
cana-1801	147	7	the	the	DET
cana-1801	147	8	distinctive	distinctive	ADJ
cana-1801	147	9	and	and	CCONJ
cana-1801	147	10	impactful	impactful	ADJ
cana-1801	147	11	value	value	NOUN
cana-1801	147	12	that	that	PRON
cana-1801	147	13	corresponds	correspond	VERB
cana-1801	147	14	to	to	ADP
cana-1801	147	15	the	the	DET
cana-1801	147	16	overall	overall	ADJ
cana-1801	147	17	amount	amount	NOUN
cana-1801	147	18	of	of	ADP
cana-1801	147	19	various	various	ADJ
cana-1801	147	20	numbers	number	NOUN
cana-1801	147	21	in	in	ADP
cana-1801	147	22	column	column	NOUN
cana-1801	147	23	employing	employ	VERB
cana-1801	147	24	the	the	DET
cana-1801	147	25	big	big	ADJ
cana-1801	147	26	dataset	dataset	NOUN
cana-1801	147	27	(	(	PUNCT
cana-1801	147	28	i.e.	i.e.	X
cana-1801	147	29	,	,	PUNCT
cana-1801	147	30	the	the	DET
cana-1801	147	31	kind	kind	NOUN
cana-1801	147	32	of	of	ADP
cana-1801	147	33	diabetes	diabetes	NOUN
cana-1801	147	34	sample	sample	NOUN
cana-1801	147	35	)	)	PUNCT
cana-1801	147	36	as	as	ADP
cana-1801	147	37	inputs	input	NOUN
cana-1801	147	38	.	.	PUNCT
cana-1801	148	1	comparable	comparable	ADJ
cana-1801	148	2	qi	qi	NOUN
cana-1801	148	3	-	-	PUNCT
cana-1801	148	4	classes	class	NOUN
cana-1801	148	5	have	have	AUX
cana-1801	148	6	been	be	AUX
cana-1801	148	7	assigned	assign	VERB
cana-1801	148	8	employing	employ	VERB
cana-1801	148	9	a	a	DET
cana-1801	148	10	context	context	NOUN
cana-1801	148	11	-	-	PUNCT
cana-1801	148	12	dependent	dependent	ADJ
cana-1801	148	13	hashing	hashing	NOUN
cana-1801	148	14	a	a	DET
cana-1801	148	15	distance	distance	NOUN
cana-1801	148	16	algorithm	algorithm	NOUN
cana-1801	148	17	based	base	VERB
cana-1801	148	18	on	on	ADP
cana-1801	148	19	this	this	DET
cana-1801	148	20	identified	identify	VERB
cana-1801	148	21	values	value	NOUN
cana-1801	148	22	.	.	PUNCT
cana-1801	149	1	at	at	ADP
cana-1801	149	2	last	last	ADJ
cana-1801	149	3	,	,	PUNCT
cana-1801	149	4	corresponding	corresponding	ADJ
cana-1801	149	5	indirect	indirect	ADJ
cana-1801	149	6	identifiers	identifier	NOUN
cana-1801	149	7	that	that	PRON
cana-1801	149	8	are	be	AUX
cana-1801	149	9	both	both	ADV
cana-1801	149	10	efficient	efficient	ADJ
cana-1801	149	11	and	and	CCONJ
cana-1801	149	12	computationally	computationally	ADV
cana-1801	149	13	effective	effective	ADJ
cana-1801	149	14	can	can	AUX
cana-1801	149	15	be	be	AUX
cana-1801	149	16	generated	generate	VERB
cana-1801	149	17	employing	employ	VERB
cana-1801	149	18	the	the	DET
cana-1801	149	19	concept	concept	NOUN
cana-1801	149	20	of	of	ADP
cana-1801	149	21	distance	distance	NOUN
cana-1801	149	22	along	along	ADP
cana-1801	149	23	with	with	ADP
cana-1801	149	24	duality	duality	NOUN
cana-1801	149	25	principles	principle	NOUN
cana-1801	149	26	by	by	ADP
cana-1801	149	27	translating	translate	VERB
cana-1801	149	28	comparable	comparable	ADJ
cana-1801	149	29	qi	qi	NOUN
cana-1801	149	30	-	-	PUNCT
cana-1801	149	31	classes	class	NOUN
cana-1801	149	32	.	.	PUNCT
cana-1801	150	1	through	through	ADP
cana-1801	150	2	the	the	DET
cana-1801	150	3	application	application	NOUN
cana-1801	150	4	of	of	ADP
cana-1801	150	5	this	this	DET
cana-1801	150	6	method	method	NOUN
cana-1801	150	7	of	of	ADP
cana-1801	150	8	analysis	analysis	NOUN
cana-1801	150	9	,	,	PUNCT
cana-1801	150	10	it	it	PRON
cana-1801	150	11	can	can	AUX
cana-1801	150	12	be	be	AUX
cana-1801	150	13	accomplished	accomplish	VERB
cana-1801	150	14	to	to	PART
cana-1801	150	15	determine	determine	VERB
cana-1801	150	16	which	which	PRON
cana-1801	150	17	are	be	AUX
cana-1801	150	18	the	the	DET
cana-1801	150	19	most	most	ADV
cana-1801	150	20	beneficial	beneficial	ADJ
cana-1801	150	21	and	and	CCONJ
cana-1801	150	22	most	most	ADV
cana-1801	150	23	computationally	computationally	ADV
cana-1801	150	24	efficient	efficient	ADJ
cana-1801	150	25	quasi	quasi	NOUN
cana-1801	150	26	-	-	NOUN
cana-1801	150	27	identifiers	identifier	NOUN
cana-1801	150	28	,	,	PUNCT
cana-1801	150	29	minimising	minimise	VERB
cana-1801	150	30	the	the	DET
cana-1801	150	31	overall	overall	ADJ
cana-1801	150	32	amount	amount	NOUN
cana-1801	150	33	of	of	ADP
cana-1801	150	34	unfavourable	unfavourable	ADJ
cana-1801	150	35	characteristics	characteristic	NOUN
cana-1801	150	36	which	which	PRON
cana-1801	150	37	have	have	AUX
cana-1801	150	38	been	be	AUX
cana-1801	150	39	selected	select	VERB
cana-1801	150	40	for	for	ADP
cana-1801	150	41	pseudo	pseudo	NOUN
cana-1801	150	42	-	-	NOUN
cana-1801	150	43	identifiers	identifier	NOUN
cana-1801	150	44	thus	thus	ADV
cana-1801	150	45	enhancing	enhance	VERB
cana-1801	150	46	the	the	DET
cana-1801	150	47	practical	practical	ADJ
cana-1801	150	48	application	application	NOUN
cana-1801	150	49	of	of	ADP
cana-1801	150	50	the	the	DET
cana-1801	150	51	information	information	NOUN
cana-1801	150	52	being	be	AUX
cana-1801	150	53	analysed	analyse	VERB
cana-1801	150	54	.	.	PUNCT
cana-1801	151	1	3.4	3.4	NUM
cana-1801	151	2	model	model	NOUN
cana-1801	151	3	for	for	ADP
cana-1801	151	4	privacy	privacy	NOUN
cana-1801	151	5	preserving	preserve	VERB
cana-1801	151	6	convolutional	convolutional	ADJ
cana-1801	151	7	neural	neural	ADJ
cana-1801	151	8	networks	network	NOUN
cana-1801	151	9	by	by	ADP
cana-1801	151	10	hellinger	hellinger	NOUN
cana-1801	151	11	the	the	DET
cana-1801	151	12	distinct	distinct	ADJ
cana-1801	151	13	impact	impact	NOUN
cana-1801	151	14	contextual	contextual	ADJ
cana-1801	151	15	hashing	hashing	NOUN
cana-1801	151	16	quasi	quasi	ADJ
cana-1801	151	17	-	-	ADJ
cana-1801	151	18	identifier	identifier	ADJ
cana-1801	151	19	approach	approach	NOUN
cana-1801	151	20	is	be	AUX
cana-1801	151	21	employed	employ	VERB
cana-1801	151	22	in	in	ADP
cana-1801	151	23	the	the	DET
cana-1801	151	24	suggested	suggest	VERB
cana-1801	151	25	approach	approach	NOUN
cana-1801	151	26	to	to	PART
cana-1801	151	27	extract	extract	VERB
cana-1801	151	28	attributes	attribute	NOUN
cana-1801	151	29	from	from	ADP
cana-1801	151	30	unorganised	unorganised	ADJ
cana-1801	151	31	data	datum	NOUN
cana-1801	151	32	and	and	CCONJ
cana-1801	151	33	to	to	PART
cana-1801	151	34	initialise	initialise	VERB
cana-1801	151	35	the	the	DET
cana-1801	151	36	cnn	cnn	PROPN
cana-1801	151	37	algorithm	algorithm	NOUN
cana-1801	151	38	arrangement	arrangement	NOUN
cana-1801	151	39	shortly	shortly	ADV
cana-1801	151	40	after	after	ADP
cana-1801	151	41	extracting	extract	VERB
cana-1801	151	42	the	the	DET
cana-1801	151	43	computationally	computationally	ADV
cana-1801	151	44	lightweight	lightweight	ADJ
cana-1801	151	45	quasi	quasi	NOUN
cana-1801	151	46	-	-	NOUN
cana-1801	151	47	identifiers	identifier	NOUN
cana-1801	151	48	.	.	PUNCT
cana-1801	152	1	because	because	SCONJ
cana-1801	152	2	a	a	DET
cana-1801	152	3	significant	significant	ADJ
cana-1801	152	4	amount	amount	NOUN
cana-1801	152	5	of	of	ADP
cana-1801	152	6	data	datum	NOUN
cana-1801	152	7	destruction	destruction	NOUN
cana-1801	152	8	is	be	AUX
cana-1801	152	9	anticipated	anticipate	VERB
cana-1801	152	10	to	to	PART
cana-1801	152	11	happen	happen	VERB
cana-1801	152	12	when	when	SCONJ
cana-1801	152	13	understanding	understand	VERB
cana-1801	152	14	the	the	DET
cana-1801	152	15	quasi	quasi	NOUN
cana-1801	152	16	-	-	NOUN
cana-1801	152	17	identifier	identifier	ADJ
cana-1801	152	18	then	then	ADV
cana-1801	152	19	protecting	protect	VERB
cana-1801	152	20	them	they	PRON
cana-1801	152	21	with	with	ADP
cana-1801	152	22	the	the	DET
cana-1801	152	23	purpose	purpose	NOUN
cana-1801	152	24	of	of	ADP
cana-1801	152	25	preserving	preserve	VERB
cana-1801	152	26	privacy	privacy	NOUN
cana-1801	152	27	,	,	PUNCT
cana-1801	152	28	an	an	DET
cana-1801	152	29	hellinger	hellinger	ADJ
cana-1801	152	30	convolutional	convolutional	ADJ
cana-1801	152	31	neural	neural	ADJ
cana-1801	152	32	privacy	privacy	NOUN
cana-1801	152	33	preservation	preservation	NOUN
cana-1801	152	34	approach	approach	NOUN
cana-1801	152	35	is	be	AUX
cana-1801	152	36	employed	employ	VERB
cana-1801	152	37	.	.	PUNCT
cana-1801	153	1	in	in	ADP
cana-1801	153	2	this	this	DET
cana-1801	153	3	work	work	NOUN
cana-1801	153	4	we	we	PRON
cana-1801	153	5	compute	compute	VERB
cana-1801	153	6	the	the	DET
cana-1801	153	7	hellinger	hellinger	NOUN
cana-1801	153	8	distance	distance	NOUN
cana-1801	153	9	values	value	NOUN
cana-1801	153	10	in	in	ADP
cana-1801	153	11	each	each	DET
cana-1801	153	12	equivalence	equivalence	NOUN
cana-1801	153	13	class	class	NOUN
cana-1801	153	14	(	(	PUNCT
cana-1801	153	15	i.e.	i.e.	X
cana-1801	153	16	class	class	NOUN
cana-1801	153	17	other	other	ADJ
cana-1801	153	18	than	than	ADP
cana-1801	153	19	qi	qi	NOUN
cana-1801	153	20	-	-	PUNCT
cana-1801	153	21	classes	class	NOUN
cana-1801	153	22	)	)	PUNCT
cana-1801	153	23	to	to	PART
cana-1801	153	24	quantify	quantify	VERB
cana-1801	153	25	the	the	DET
cana-1801	153	26	distance	distance	NOUN
cana-1801	153	27	and	and	CCONJ
cana-1801	153	28	cautious	cautious	ADJ
cana-1801	153	29	scrutiny	scrutiny	NOUN
cana-1801	153	30	is	be	AUX
cana-1801	153	31	paid	pay	VERB
cana-1801	153	32	to	to	ADP
cana-1801	153	33	those	those	DET
cana-1801	153	34	qi	qi	NOUN
cana-1801	153	35	-	-	PUNCT
cana-1801	153	36	classes	class	NOUN
cana-1801	153	37	having	have	VERB
cana-1801	153	38	minimum	minimum	NOUN
cana-1801	153	39	distance	distance	NOUN
cana-1801	153	40	values	value	NOUN
cana-1801	153	41	.	.	PUNCT
cana-1801	154	1	in	in	ADP
cana-1801	154	2	this	this	DET
cana-1801	154	3	manner	manner	NOUN
cana-1801	154	4	by	by	ADP
cana-1801	154	5	quantifying	quantify	VERB
cana-1801	154	6	the	the	DET
cana-1801	154	7	distance	distance	NOUN
cana-1801	154	8	both	both	CCONJ
cana-1801	154	9	the	the	DET
cana-1801	154	10	information	information	NOUN
cana-1801	154	11	loss	loss	NOUN
cana-1801	154	12	is	be	AUX
cana-1801	154	13	said	say	VERB
cana-1801	154	14	to	to	PART
cana-1801	154	15	be	be	AUX
cana-1801	154	16	minimized	minimize	VERB
cana-1801	154	17	and	and	CCONJ
cana-1801	154	18	at	at	ADP
cana-1801	154	19	the	the	DET
cana-1801	154	20	same	same	ADJ
cana-1801	154	21	time	time	NOUN
cana-1801	154	22	when	when	SCONJ
cana-1801	154	23	trained	train	VERB
cana-1801	154	24	in	in	ADP
cana-1801	154	25	cnn	cnn	PROPN
cana-1801	154	26	results	result	VERB
cana-1801	154	27	in	in	ADP
cana-1801	154	28	the	the	DET
cana-1801	154	29	improvement	improvement	NOUN
cana-1801	154	30	of	of	ADP
cana-1801	154	31	accuracy	accuracy	NOUN
cana-1801	154	32	.	.	PUNCT
cana-1801	155	1	then	then	ADV
cana-1801	155	2	the	the	DET
cana-1801	155	3	learned	learned	ADJ
cana-1801	155	4	distinctive	distinctive	ADJ
cana-1801	155	5	impact	impact	NOUN
cana-1801	155	6	context	context	NOUN
cana-1801	155	7	hash	hash	NOUN
cana-1801	155	8	quasi	quasi	NOUN
cana-1801	155	9	-	-	NOUN
cana-1801	155	10	identifier	identifier	NOUN
cana-1801	155	11	is	be	AUX
cana-1801	155	12	utilized	utilize	VERB
cana-1801	155	13	to	to	PART
cana-1801	155	14	train	train	VERB
cana-1801	155	15	a	a	DET
cana-1801	155	16	cnn	cnn	NOUN
cana-1801	155	17	for	for	ADP
cana-1801	155	18	privacy	privacy	NOUN
cana-1801	155	19	preservation	preservation	NOUN
cana-1801	155	20	.	.	PUNCT
cana-1801	156	1	the	the	DET
cana-1801	156	2	proposed	propose	VERB
cana-1801	156	3	privacy	privacy	NOUN
cana-1801	156	4	-	-	PUNCT
cana-1801	156	5	preserving	preserve	VERB
cana-1801	156	6	data	datum	NOUN
cana-1801	156	7	analysis	analysis	NOUN
cana-1801	156	8	architecture	architecture	NOUN
cana-1801	156	9	is	be	AUX
cana-1801	156	10	illustrated	illustrate	VERB
cana-1801	156	11	in	in	ADP
cana-1801	156	12	figure	figure	NOUN
cana-1801	156	13	4	4	NUM
cana-1801	156	14	.	.	PUNCT
cana-1801	157	1	for	for	ADP
cana-1801	157	2	the	the	DET
cana-1801	157	3	purpose	purpose	NOUN
cana-1801	157	4	of	of	ADP
cana-1801	157	5	trying	try	VERB
cana-1801	157	6	to	to	PART
cana-1801	157	7	measure	measure	VERB
cana-1801	157	8	the	the	DET
cana-1801	157	9	distance	distance	NOUN
cana-1801	157	10	between	between	ADP
cana-1801	157	11	two	two	NUM
cana-1801	157	12	points	point	NOUN
cana-1801	157	13	,	,	PUNCT
cana-1801	157	14	we	we	PRON
cana-1801	157	15	evaluate	evaluate	VERB
cana-1801	157	16	a	a	DET
cana-1801	157	17	hellinger	hellinger	NOUN
cana-1801	157	18	similarity	similarity	NOUN
cana-1801	157	19	ratios	ratio	NOUN
cana-1801	157	20	for	for	ADP
cana-1801	157	21	every	every	DET
cana-1801	157	22	equivalency	equivalency	NOUN
cana-1801	157	23	category	category	NOUN
cana-1801	157	24	(	(	PUNCT
cana-1801	157	25	i.e.	i.e.	X
cana-1801	157	26	,	,	PUNCT
cana-1801	157	27	category	category	NOUN
cana-1801	157	28	apart	apart	ADV
cana-1801	157	29	from	from	ADP
cana-1801	157	30	qi	qi	NOUN
cana-1801	157	31	-	-	PUNCT
cana-1801	157	32	classes	class	NOUN
cana-1801	157	33	)	)	PUNCT
cana-1801	157	34	in	in	ADP
cana-1801	157	35	the	the	DET
cana-1801	157	36	present	present	ADJ
cana-1801	157	37	investigation	investigation	NOUN
cana-1801	157	38	.	.	PUNCT
cana-1801	158	1	we	we	PRON
cana-1801	158	2	following	follow	VERB
cana-1801	158	3	closely	closely	ADV
cana-1801	158	4	examine	examine	VERB
cana-1801	158	5	these	these	DET
cana-1801	158	6	qi	qi	NOUN
cana-1801	158	7	-	-	PUNCT
cana-1801	158	8	classes	class	NOUN
cana-1801	158	9	exhibiting	exhibit	VERB
cana-1801	158	10	the	the	DET
cana-1801	158	11	shortest	short	ADJ
cana-1801	158	12	distance	distance	NOUN
cana-1801	158	13	values	value	NOUN
cana-1801	158	14	.	.	PUNCT
cana-1801	159	1	the	the	DET
cana-1801	159	2	measurement	measurement	NOUN
cana-1801	159	3	of	of	ADP
cana-1801	159	4	the	the	DET
cana-1801	159	5	distance	distance	NOUN
cana-1801	159	6	between	between	ADP
cana-1801	159	7	two	two	NUM
cana-1801	159	8	points	point	NOUN
cana-1801	159	9	has	have	AUX
cana-1801	159	10	been	be	AUX
cana-1801	159	11	designed	design	VERB
cana-1801	159	12	to	to	PART
cana-1801	159	13	reduce	reduce	VERB
cana-1801	159	14	the	the	DET
cana-1801	159	15	loss	loss	NOUN
cana-1801	159	16	of	of	ADP
cana-1801	159	17	information	information	NOUN
cana-1801	159	18	yet	yet	ADV
cana-1801	159	19	additionally	additionally	ADV
cana-1801	159	20	resulting	result	VERB
cana-1801	159	21	in	in	ADP
cana-1801	159	22	an	an	DET
cana-1801	159	23	improvement	improvement	NOUN
cana-1801	159	24	in	in	ADP
cana-1801	159	25	reliability	reliability	NOUN
cana-1801	159	26	if	if	SCONJ
cana-1801	159	27	utilised	utilise	VERB
cana-1801	159	28	with	with	ADP
cana-1801	159	29	cnn	cnn	PROPN
cana-1801	159	30	.	.	PUNCT
cana-1801	160	1	this	this	PRON
cana-1801	160	2	developed	develop	VERB
cana-1801	160	3	the	the	DET
cana-1801	160	4	cnn	cnn	PROPN
cana-1801	160	5	network	network	NOUN
cana-1801	160	6	is	be	AUX
cana-1801	160	7	subsequently	subsequently	ADV
cana-1801	160	8	employed	employ	VERB
cana-1801	160	9	for	for	ADP
cana-1801	160	10	developing	develop	VERB
cana-1801	160	11	a	a	DET
cana-1801	160	12	distinct	distinct	ADJ
cana-1801	160	13	impact	impact	NOUN
cana-1801	160	14	contextual	contextual	ADJ
cana-1801	160	15	hashing	hashing	NOUN
cana-1801	160	16	quasi	quasi	NOUN
cana-1801	160	17	-	-	NOUN
cana-1801	160	18	identifier	identifier	ADJ
cana-1801	160	19	with	with	ADP
cana-1801	160	20	security	security	NOUN
cana-1801	160	21	of	of	ADP
cana-1801	160	22	privacy	privacy	NOUN
cana-1801	160	23	.	.	PUNCT
cana-1801	161	1	the	the	DET
cana-1801	161	2	fourth	fourth	ADJ
cana-1801	161	3	figure	figure	NOUN
cana-1801	161	4	shows	show	VERB
cana-1801	161	5	the	the	DET
cana-1801	161	6	recommended	recommend	VERB
cana-1801	161	7	preserving	preserve	VERB
cana-1801	161	8	confidentiality	confidentiality	NOUN
cana-1801	161	9	analysis	analysis	NOUN
cana-1801	161	10	of	of	ADP
cana-1801	161	11	information	information	NOUN
cana-1801	161	12	methodology	methodology	NOUN
cana-1801	161	13	.	.	PUNCT
cana-1801	162	1	communications	communication	NOUN
cana-1801	162	2	on	on	ADP
cana-1801	162	3	applied	apply	VERB
cana-1801	162	4	nonlinear	nonlinear	ADJ
cana-1801	162	5	analysis	analysis	NOUN
cana-1801	162	6	issn	issn	NOUN
cana-1801	162	7	:	:	PUNCT
cana-1801	162	8	1074	1074	NUM
cana-1801	162	9	-	-	PUNCT
cana-1801	162	10	133x	133x	NUM
cana-1801	162	11	vol	vol	NOUN
cana-1801	162	12	32	32	NUM
cana-1801	162	13	no	no	NOUN
cana-1801	162	14	.	.	NOUN
cana-1801	162	15	2	2	NUM
cana-1801	162	16	(	(	PUNCT
cana-1801	162	17	2025	2025	NUM
cana-1801	162	18	)	)	PUNCT
cana-1801	162	19	523	523	NUM
cana-1801	162	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-1801	162	21	figure	figure	NOUN
cana-1801	162	22	4	4	NUM
cana-1801	162	23	data	datum	NOUN
cana-1801	162	24	analysis	analysis	NOUN
cana-1801	162	25	architecture	architecture	NOUN
cana-1801	162	26	of	of	ADP
cana-1801	162	27	proposed	propose	VERB
cana-1801	162	28	privacy	privacy	NOUN
cana-1801	162	29	-	-	PUNCT
cana-1801	162	30	preserving	preserving	NOUN
cana-1801	162	31	as	as	SCONJ
cana-1801	162	32	demonstrated	demonstrate	VERB
cana-1801	162	33	in	in	ADP
cana-1801	162	34	the	the	DET
cana-1801	162	35	figure	figure	NOUN
cana-1801	162	36	to	to	ADP
cana-1801	162	37	the	the	DET
cana-1801	162	38	right	right	NOUN
cana-1801	162	39	,	,	PUNCT
cana-1801	162	40	with	with	ADP
cana-1801	162	41	a	a	DET
cana-1801	162	42	distinction	distinction	NOUN
cana-1801	162	43	among	among	ADP
cana-1801	162	44	qi	qi	NOUN
cana-1801	162	45	-	-	PUNCT
cana-1801	162	46	classes	class	NOUN
cana-1801	162	47	as	as	ADV
cana-1801	162	48	well	well	ADV
cana-1801	162	49	as	as	ADP
cana-1801	162	50	non	non	NOUN
cana-1801	162	51	-	-	NOUN
cana-1801	162	52	qiclasses	qiclasse	NOUN
cana-1801	162	53	,	,	PUNCT
cana-1801	162	54	we	we	PRON
cana-1801	162	55	presume	presume	VERB
cana-1801	162	56	that	that	SCONJ
cana-1801	162	57	"	"	PUNCT
cana-1801	162	58	x	x	X
cana-1801	162	59	=	=	VERB
cana-1801	162	60	x_1,x_2,	x_1,x_2,	X
cana-1801	162	61	...	...	PUNCT
cana-1801	162	62	,x_n	,x_n	PUNCT
cana-1801	162	63	,	,	PUNCT
cana-1801	162	64	x_irm	x_irm	PROPN
cana-1801	162	65	"	"	PUNCT
cana-1801	162	66	along	along	ADP
cana-1801	162	67	with	with	ADP
cana-1801	162	68	"	"	PUNCT
cana-1801	162	69	x	x	SYM
cana-1801	162	70	=	=	NOUN
cana-1801	162	71	q	q	X
cana-1801	162	72	=	=	PUNCT
cana-1801	162	73	q_1,q_2,	q_1,q_2,	ADV
cana-1801	162	74	...	...	PUNCT
cana-1801	162	75	,q_n	,q_n	PUNCT
cana-1801	162	76	"	"	PUNCT
cana-1801	162	77	,	,	PUNCT
cana-1801	162	78	when	when	SCONJ
cana-1801	162	79	"	"	PUNCT
cana-1801	162	80	n	n	CCONJ
cana-1801	162	81	"	"	PUNCT
cana-1801	162	82	indicates	indicate	VERB
cana-1801	162	83	the	the	DET
cana-1801	162	84	total	total	ADJ
cana-1801	162	85	number	number	NOUN
cana-1801	162	86	of	of	ADP
cana-1801	162	87	specimens	specimen	NOUN
cana-1801	162	88	(	(	PUNCT
cana-1801	162	89	i.e.	i.e.	X
cana-1801	162	90	,	,	PUNCT
cana-1801	162	91	beyond	beyond	ADP
cana-1801	162	92	the	the	DET
cana-1801	162	93	quasi	quasi	NOUN
cana-1801	162	94	identification	identification	NOUN
cana-1801	162	95	numbers	number	NOUN
cana-1801	162	96	acquired	acquire	VERB
cana-1801	162	97	in	in	ADP
cana-1801	162	98	qiclasses	qiclasse	NOUN
cana-1801	162	99	)	)	PUNCT
cana-1801	162	100	alongside	alongside	ADP
cana-1801	162	101	"	"	PUNCT
cana-1801	162	102	m	m	NOUN
cana-1801	162	103	"	"	PUNCT
cana-1801	162	104	in	in	ADP
cana-1801	162	105	this	this	DET
cana-1801	162	106	section	section	NOUN
cana-1801	162	107	"	"	PUNCT
cana-1801	162	108	w	w	NOUN
cana-1801	162	109	"	"	PUNCT
cana-1801	162	110	represents	represent	VERB
cana-1801	162	111	to	to	PART
cana-1801	162	112	denote	denote	VERB
cana-1801	162	113	the	the	DET
cana-1801	162	114	weight	weight	NOUN
cana-1801	162	115	,	,	PUNCT
cana-1801	162	116	whereas	whereas	SCONJ
cana-1801	162	117	"	"	PUNCT
cana-1801	162	118	b	b	X
cana-1801	162	119	"	"	PUNCT
cana-1801	162	120	refers	refer	VERB
cana-1801	162	121	for	for	ADP
cana-1801	162	122	a	a	DET
cana-1801	162	123	bias	bias	NOUN
cana-1801	162	124	.	.	PUNCT
cana-1801	163	1	the	the	DET
cana-1801	163	2	activating	activate	VERB
cana-1801	163	3	function	function	NOUN
cana-1801	163	4	is	be	AUX
cana-1801	163	5	analytically	analytically	ADV
cana-1801	163	6	mentioned	mention	VERB
cana-1801	163	7	in	in	ADP
cana-1801	163	8	the	the	DET
cana-1801	163	9	following	follow	VERB
cana-1801	163	10	manner	manner	NOUN
cana-1801	163	11	employing	employ	VERB
cana-1801	163	12	both	both	PRON
cana-1801	163	13	of	of	ADP
cana-1801	163	14	these	these	DET
cana-1801	163	15	factors	factor	NOUN
cana-1801	163	16	.	.	PUNCT
cana-1801	164	1	𝐻𝑤,𝑏	𝐻𝑤,𝑏	NOUN
cana-1801	164	2	=	=	PUNCT
cana-1801	164	3	𝐻(𝑥𝑖	𝐻(𝑥𝑖	NOUN
cana-1801	164	4	,	,	PUNCT
cana-1801	164	5	𝑊	𝑊	PROPN
cana-1801	164	6	,	,	PUNCT
cana-1801	164	7	𝑏	𝑏	NOUN
cana-1801	164	8	)	)	PUNCT
cana-1801	164	9	=	=	SYM
cana-1801	164	10	𝑆𝐼𝐺𝑀𝑂𝐼𝐷	𝑆𝐼𝐺𝑀𝑂𝐼𝐷	PROPN
cana-1801	164	11	(	(	PUNCT
cana-1801	164	12	𝑊𝑥𝑖	𝑊𝑥𝑖	PROPN
cana-1801	164	13	+	+	NOUN
cana-1801	164	14	𝑏	𝑏	NOUN
cana-1801	164	15	)	)	PUNCT
cana-1801	164	16	(	(	PUNCT
cana-1801	164	17	4	4	X
cana-1801	164	18	)	)	PUNCT
cana-1801	165	1	the	the	DET
cana-1801	165	2	standard	standard	ADJ
cana-1801	165	3	deviation	deviation	NOUN
cana-1801	165	4	of	of	ADP
cana-1801	165	5	activation	activation	NOUN
cana-1801	165	6	can	can	AUX
cana-1801	165	7	be	be	AUX
cana-1801	165	8	determined	determine	VERB
cana-1801	165	9	with	with	ADP
cana-1801	165	10	the	the	DET
cana-1801	165	11	sigmoid	sigmoid	NOUN
cana-1801	165	12	coefficient	coefficient	NOUN
cana-1801	165	13	of	of	ADP
cana-1801	165	14	the	the	DET
cana-1801	165	15	weighted	weight	VERB
cana-1801	165	16	average	average	NOUN
cana-1801	165	17	and	and	CCONJ
cana-1801	165	18	a	a	DET
cana-1801	165	19	bias	bias	NOUN
cana-1801	165	20	in	in	ADP
cana-1801	165	21	equation	equation	NOUN
cana-1801	165	22	(	(	PUNCT
cana-1801	165	23	4	4	NUM
cana-1801	165	24	)	)	PUNCT
cana-1801	165	25	above	above	ADV
cana-1801	165	26	.	.	PUNCT
cana-1801	166	1	the	the	DET
cana-1801	166	2	starting	starting	NOUN
cana-1801	166	3	point	point	NOUN
cana-1801	166	4	of	of	ADP
cana-1801	166	5	the	the	DET
cana-1801	166	6	hypothesis	hypothesis	NOUN
cana-1801	166	7	is	be	AUX
cana-1801	166	8	subsequently	subsequently	ADV
cana-1801	166	9	expressed	express	VERB
cana-1801	166	10	using	use	VERB
cana-1801	166	11	numerical	numerical	ADJ
cana-1801	166	12	methods	method	NOUN
cana-1801	166	13	as	as	SCONJ
cana-1801	166	14	follows	follow	VERB
cana-1801	166	15	.	.	PUNCT
cana-1801	167	1	𝑃𝑖𝑛𝑖𝑡	𝑃𝑖𝑛𝑖𝑡	PROPN
cana-1801	167	2	=	=	PUNCT
cana-1801	167	3	∑	∑	PUNCT
cana-1801	167	4	𝐻𝐷(𝛼||𝛼𝑗)𝑙	𝐻𝐷(𝛼||𝛼𝑗)𝑙	NOUN
cana-1801	167	5	𝑗=1	𝑗=1	PROPN
cana-1801	167	6	(	(	PUNCT
cana-1801	167	7	5	5	NUM
cana-1801	167	8	)	)	PUNCT
cana-1801	167	9	in	in	ADP
cana-1801	167	10	the	the	DET
cana-1801	167	11	equation	equation	NOUN
cana-1801	167	12	mentioned	mention	VERB
cana-1801	167	13	above	above	ADV
cana-1801	167	14	(	(	PUNCT
cana-1801	167	15	5	5	NUM
cana-1801	167	16	)	)	PUNCT
cana-1801	167	17	,	,	PUNCT
cana-1801	167	18	both	both	CCONJ
cana-1801	167	19	the	the	DET
cana-1801	167	20	letters	letter	NOUN
cana-1801	167	21	"	"	PUNCT
cana-1801	167	22	l	l	NOUN
cana-1801	167	23	"	"	PUNCT
cana-1801	167	24	and	and	CCONJ
cana-1801	167	25	"	"	PUNCT
cana-1801	167	26	hd	hd	PROPN
cana-1801	167	27	(	(	PUNCT
cana-1801	167	28	.	.	PUNCT
cana-1801	167	29	)	)	PUNCT
cana-1801	167	30	"	"	PUNCT
cana-1801	167	31	represent	represent	VERB
cana-1801	167	32	for	for	ADP
cana-1801	167	33	the	the	DET
cana-1801	167	34	total	total	ADJ
cana-1801	167	35	amount	amount	NOUN
cana-1801	167	36	of	of	ADP
cana-1801	167	37	instances	instance	NOUN
cana-1801	167	38	remaining	remain	VERB
cana-1801	167	39	in	in	ADP
cana-1801	167	40	the	the	DET
cana-1801	167	41	large	large	ADJ
cana-1801	167	42	-	-	PUNCT
cana-1801	167	43	scale	scale	NOUN
cana-1801	167	44	data	datum	NOUN
cana-1801	167	45	the	the	DET
cana-1801	167	46	collection	collection	NOUN
cana-1801	167	47	with	with	ADP
cana-1801	167	48	the	the	DET
cana-1801	167	49	execution	execution	NOUN
cana-1801	167	50	of	of	ADP
cana-1801	167	51	quasi	quasi	ADJ
cana-1801	167	52	-	-	ADJ
cana-1801	167	53	identifier	identifier	ADJ
cana-1801	167	54	authentication	authentication	NOUN
cana-1801	167	55	and	and	CCONJ
cana-1801	167	56	the	the	DET
cana-1801	167	57	degree	degree	NOUN
cana-1801	167	58	of	of	ADP
cana-1801	167	59	similarity	similarity	NOUN
cana-1801	167	60	between	between	ADP
cana-1801	167	61	two	two	NUM
cana-1801	167	62	distributions	distribution	NOUN
cana-1801	167	63	of	of	ADP
cana-1801	167	64	probability	probability	NOUN
cana-1801	167	65	,	,	PUNCT
cana-1801	167	66	accordingly	accordingly	ADV
cana-1801	167	67	.	.	PUNCT
cana-1801	168	1	the	the	DET
cana-1801	168	2	mathematical	mathematical	ADJ
cana-1801	168	3	description	description	NOUN
cana-1801	168	4	for	for	ADP
cana-1801	168	5	this	this	DET
cana-1801	168	6	concept	concept	NOUN
cana-1801	168	7	has	have	AUX
cana-1801	168	8	been	be	AUX
cana-1801	168	9	provided	provide	VERB
cana-1801	168	10	below	below	ADP
cana-1801	168	11	.	.	PUNCT
cana-1801	169	1	𝐻2(𝑃	𝐻2(𝑃	NOUN
cana-1801	169	2	,	,	PUNCT
cana-1801	169	3	𝑄	𝑄	PROPN
cana-1801	169	4	)	)	PUNCT
cana-1801	169	5	=	=	SYM
cana-1801	169	6	∫(√𝑑𝑃	∫(√𝑑𝑃	NOUN
cana-1801	169	7	−	−	PROPN
cana-1801	169	8	√𝑑𝑄	√𝑑𝑄	NOUN
cana-1801	169	9	)	)	PUNCT
cana-1801	169	10	2	2	NUM
cana-1801	169	11	(	(	PUNCT
cana-1801	169	12	6	6	NUM
cana-1801	169	13	)	)	PUNCT
cana-1801	169	14	𝑄𝐼	𝑄𝐼	NOUN
cana-1801	169	15	−	−	PROPN
cana-1801	169	16	𝐶𝑙𝑎𝑠𝑠𝑒𝑠	𝐶𝑙𝑎𝑠𝑠𝑒𝑠	PROPN
cana-1801	169	17	𝑂𝑡ℎ𝑒𝑟	𝑂𝑡ℎ𝑒𝑟	PROPN
cana-1801	169	18	𝑡ℎ𝑎𝑛	𝑡ℎ𝑎𝑛	ADV
cana-1801	169	19	𝑄𝐼	𝑄𝐼	PROPN
cana-1801	169	20	−	−	PROPN
cana-1801	169	21	𝐶𝑙𝑎𝑠𝑠𝑒𝑠	𝐶𝑙𝑎𝑠𝑠𝑒𝑠	PROPN
cana-1801	169	22	𝐵𝑖𝑔	𝐵𝑖𝑔	PROPN
cana-1801	169	23	𝐷𝑎𝑡𝑎	𝐷𝑎𝑡𝑎	PROPN
cana-1801	169	24	𝐷𝑎𝑡𝑎𝑠𝑒𝑡	𝐷𝑎𝑡𝑎𝑠𝑒𝑡	PROPN
cana-1801	169	25	hellinger	hellinger	NOUN
cana-1801	169	26	distance	distance	NOUN
cana-1801	169	27	activation	activation	NOUN
cana-1801	169	28	function	function	VERB
cana-1801	169	29	𝑈𝑝𝑑𝑎𝑡𝑒	𝑈𝑝𝑑𝑎𝑡𝑒	PROPN
cana-1801	169	30	𝑊	𝑊	PROPN
cana-1801	169	31	𝑈𝑝𝑑𝑎𝑡𝑒	𝑈𝑝𝑑𝑎𝑡𝑒	PROPN
cana-1801	169	32	𝐵	𝐵	NOUN
cana-1801	169	33	𝑇𝑟𝑎𝑖𝑛𝑖𝑛𝑔	𝑇𝑟𝑎𝑖𝑛𝑖𝑛𝑔	PROPN
cana-1801	169	34	𝑤𝑖𝑡ℎ	𝑤𝑖𝑡ℎ	NOUN
cana-1801	169	35	𝐶𝑁𝑁	𝐶𝑁𝑁	PROPN
cana-1801	169	36	privacy	privacy	NOUN
cana-1801	169	37	preserved	preserve	VERB
cana-1801	169	38	data	datum	NOUN
cana-1801	169	39	with	with	ADP
cana-1801	169	40	maxmin	maxmin	NOUN
cana-1801	169	41	principle	principle	NOUN
cana-1801	169	42	communications	communication	NOUN
cana-1801	169	43	on	on	ADP
cana-1801	169	44	applied	apply	VERB
cana-1801	169	45	nonlinear	nonlinear	ADJ
cana-1801	169	46	analysis	analysis	NOUN
cana-1801	169	47	issn	issn	NOUN
cana-1801	169	48	:	:	PUNCT
cana-1801	169	49	1074	1074	NUM
cana-1801	169	50	-	-	PUNCT
cana-1801	169	51	133x	133x	NUM
cana-1801	169	52	vol	vol	NOUN
cana-1801	169	53	32	32	NUM
cana-1801	169	54	no	no	NOUN
cana-1801	169	55	.	.	NOUN
cana-1801	169	56	2	2	NUM
cana-1801	169	57	(	(	PUNCT
cana-1801	169	58	2025	2025	NUM
cana-1801	169	59	)	)	PUNCT
cana-1801	169	60	524	524	NUM
cana-1801	169	61	https://internationalpubls.com	https://internationalpubls.com	X
cana-1801	170	1	'	'	PUNCT
cana-1801	170	2	p	p	X
cana-1801	170	3	'	'	PUNCT
cana-1801	170	4	and	and	CCONJ
cana-1801	170	5	'	'	PUNCT
cana-1801	170	6	q	q	X
cana-1801	170	7	'	'	PUNCT
cana-1801	170	8	represent	represent	VERB
cana-1801	170	9	the	the	DET
cana-1801	170	10	two	two	NUM
cana-1801	170	11	separate	separate	ADJ
cana-1801	170	12	probability	probability	NOUN
cana-1801	170	13	measurements	measurement	NOUN
cana-1801	170	14	(	(	PUNCT
cana-1801	170	15	i.e.	i.e.	X
cana-1801	170	16	,	,	PUNCT
cana-1801	170	17	quasi	quasi	ADJ
cana-1801	170	18	experience	experience	NOUN
cana-1801	170	19	identities	identity	NOUN
cana-1801	170	20	as	as	ADV
cana-1801	170	21	well	well	ADV
cana-1801	170	22	as	as	ADP
cana-1801	170	23	non	non	ADJ
cana-1801	170	24	-	-	ADJ
cana-1801	170	25	quasi	quasi	ADJ
cana-1801	170	26	encounter	encounter	NOUN
cana-1801	170	27	ids	id	NOUN
cana-1801	170	28	)	)	PUNCT
cana-1801	170	29	that	that	PRON
cana-1801	170	30	are	be	AUX
cana-1801	170	31	both	both	PRON
cana-1801	170	32	continuously	continuously	ADV
cana-1801	170	33	having	have	VERB
cana-1801	170	34	the	the	DET
cana-1801	170	35	respect	respect	NOUN
cana-1801	170	36	to	to	ADP
cana-1801	170	37	the	the	DET
cana-1801	170	38	final	final	ADJ
cana-1801	170	39	measurement	measurement	NOUN
cana-1801	170	40	that	that	PRON
cana-1801	170	41	has	have	VERB
cana-1801	170	42	an	an	DET
cana-1801	170	43	unique	unique	ADJ
cana-1801	170	44	likelihood	likelihood	NOUN
cana-1801	170	45	value	value	NOUN
cana-1801	170	46	corresponding	correspond	VERB
cana-1801	170	47	to	to	ADP
cana-1801	170	48	the	the	DET
cana-1801	170	49	fact	fact	NOUN
cana-1801	170	50	that	that	SCONJ
cana-1801	170	51	additionally	additionally	ADV
cana-1801	170	52	'	'	PUNCT
cana-1801	170	53	p	p	X
cana-1801	170	54	'	'	PUNCT
cana-1801	170	55	and	and	CCONJ
cana-1801	170	56	'	'	PUNCT
cana-1801	170	57	q	q	X
cana-1801	170	58	'	'	PUNCT
cana-1801	170	59	were	be	AUX
cana-1801	170	60	continuously	continuously	ADV
cana-1801	170	61	given	give	VERB
cana-1801	170	62	the	the	DET
cana-1801	170	63	calculation	calculation	NOUN
cana-1801	170	64	(	(	PUNCT
cana-1801	170	65	6	6	NUM
cana-1801	170	66	)	)	PUNCT
cana-1801	170	67	above	above	ADV
cana-1801	170	68	.	.	PUNCT
cana-1801	171	1	the	the	DET
cana-1801	171	2	acquired	acquire	VERB
cana-1801	171	3	distinct	distinct	ADJ
cana-1801	171	4	impact	impact	NOUN
cana-1801	171	5	cost	cost	NOUN
cana-1801	171	6	function	function	NOUN
cana-1801	171	7	is	be	AUX
cana-1801	171	8	subsequently	subsequently	ADV
cana-1801	171	9	expressed	express	VERB
cana-1801	171	10	numerically	numerically	ADV
cana-1801	171	11	as	as	SCONJ
cana-1801	171	12	demonstrated	demonstrate	VERB
cana-1801	171	13	below	below	ADV
cana-1801	171	14	.	.	PUNCT
cana-1801	172	1	𝐶𝐶𝐼(𝑊	𝐶𝐶𝐼(𝑊	VERB
cana-1801	172	2	,	,	PUNCT
cana-1801	172	3	𝑏	𝑏	NOUN
cana-1801	172	4	)	)	PUNCT
cana-1801	172	5	=	=	PUNCT
cana-1801	173	1	[	[	PUNCT
cana-1801	173	2	1	1	NUM
cana-1801	173	3	𝑛	𝑛	NOUN
cana-1801	173	4	∑	∑	PUNCT
cana-1801	173	5	(	(	PUNCT
cana-1801	173	6	1	1	NUM
cana-1801	173	7	2	2	NUM
cana-1801	173	8	(	(	PUNCT
cana-1801	173	9	𝐻𝑊,𝑏(𝑥𝑖	𝐻𝑊,𝑏(𝑥𝑖	NUM
cana-1801	173	10	)	)	PUNCT
cana-1801	173	11	−	−	PROPN
cana-1801	173	12	(	(	PUNCT
cana-1801	173	13	𝑦𝑖	𝑦𝑖	NOUN
cana-1801	173	14	)	)	PUNCT
cana-1801	173	15	)	)	PUNCT
cana-1801	173	16	2	2	NUM
cana-1801	173	17	)	)	PUNCT
cana-1801	174	1	+	+	CCONJ
cana-1801	174	2	𝐻2(𝑃	𝐻2(𝑃	NOUN
cana-1801	174	3	,	,	PUNCT
cana-1801	174	4	𝑄)𝑛	𝑄)𝑛	NOUN
cana-1801	175	1	𝑖=1	𝑖=1	PUNCT
cana-1801	175	2	]	]	PUNCT
cana-1801	176	1	(	(	PUNCT
cana-1801	176	2	7	7	X
cana-1801	176	3	)	)	PUNCT
cana-1801	176	4	the	the	DET
cana-1801	176	5	value	value	NOUN
cana-1801	176	6	of	of	ADP
cana-1801	176	7	the	the	DET
cana-1801	176	8	cost	cost	NOUN
cana-1801	176	9	function	function	NOUN
cana-1801	176	10	"	"	PUNCT
cana-1801	176	11	c_ci	c_ci	PROPN
cana-1801	176	12	"	"	PUNCT
cana-1801	176	13	was	be	AUX
cana-1801	176	14	calculated	calculate	VERB
cana-1801	176	15	using	use	VERB
cana-1801	176	16	equation	equation	NOUN
cana-1801	176	17	(	(	PUNCT
cana-1801	176	18	7	7	NUM
cana-1801	176	19	)	)	PUNCT
cana-1801	176	20	above	above	ADP
cana-1801	176	21	employing	employ	VERB
cana-1801	176	22	the	the	DET
cana-1801	176	23	vector	vector	NOUN
cana-1801	176	24	that	that	PRON
cana-1801	176	25	is	be	AUX
cana-1801	176	26	input	input	NOUN
cana-1801	176	27	"	"	PUNCT
cana-1801	176	28	x_i	x_i	NUM
cana-1801	176	29	,	,	PUNCT
cana-1801	176	30	"	"	PUNCT
cana-1801	176	31	the	the	DET
cana-1801	176	32	resulting	result	VERB
cana-1801	176	33	activation	activation	NOUN
cana-1801	176	34	coefficient	coefficient	NOUN
cana-1801	176	35	"	"	PUNCT
cana-1801	176	36	h_(w	h_(w	NUM
cana-1801	176	37	,	,	PUNCT
cana-1801	176	38	b	b	NOUN
cana-1801	176	39	)	)	PUNCT
cana-1801	176	40	,	,	PUNCT
cana-1801	176	41	"	"	PUNCT
cana-1801	176	42	associated	associated	PROPN
cana-1801	176	43	hellinger	hellinger	NOUN
cana-1801	176	44	a	a	DET
cana-1801	176	45	distance	distance	NOUN
cana-1801	176	46	"	"	PUNCT
cana-1801	176	47	h2	h2	NOUN
cana-1801	176	48	(	(	PUNCT
cana-1801	176	49	p	p	NOUN
cana-1801	176	50	,	,	PUNCT
cana-1801	176	51	q	q	NOUN
cana-1801	176	52	)	)	PUNCT
cana-1801	176	53	,	,	PUNCT
cana-1801	176	54	"	"	PUNCT
cana-1801	176	55	with	with	ADP
cana-1801	176	56	the	the	DET
cana-1801	176	57	associated	associated	ADJ
cana-1801	176	58	cost	cost	NOUN
cana-1801	176	59	function	function	NOUN
cana-1801	176	60	.	.	PUNCT
cana-1801	177	1	model	model	PROPN
cana-1801	177	2	amended	amend	VERB
cana-1801	177	3	and	and	CCONJ
cana-1801	177	4	constructed	construct	VERB
cana-1801	177	5	outcomes	outcome	NOUN
cana-1801	177	6	for	for	ADP
cana-1801	177	7	both	both	DET
cana-1801	177	8	parameters	parameter	NOUN
cana-1801	177	9	'	'	PART
cana-1801	177	10	w_ij	w_ij	PROPN
cana-1801	177	11	'	'	PART
cana-1801	177	12	and	and	CCONJ
cana-1801	177	13	'	'	PUNCT
cana-1801	177	14	b_i	b_i	NUM
cana-1801	177	15	'	'	PUNCT
cana-1801	177	16	are	be	AUX
cana-1801	177	17	displayed	display	VERB
cana-1801	177	18	below	below	ADV
cana-1801	177	19	.	.	PUNCT
cana-1801	178	1	𝑊𝑖𝑗	𝑊𝑖𝑗	PROPN
cana-1801	178	2	=	=	PUNCT
cana-1801	178	3	𝑊𝑖𝑗(𝑙	𝑊𝑖𝑗(𝑙	PROPN
cana-1801	178	4	)	)	PUNCT
cana-1801	179	1	−	−	PROPN
cana-1801	179	2	𝐿𝑅	𝐿𝑅	PROPN
cana-1801	179	3	𝜕	𝜕	PROPN
cana-1801	179	4	𝜕𝑊𝑖𝑗(𝑙	𝜕𝑊𝑖𝑗(𝑙	NOUN
cana-1801	179	5	)	)	PUNCT
cana-1801	179	6	(	(	PUNCT
cana-1801	179	7	8)	8)	NUM
cana-1801	179	8	𝑏𝑖	𝑏𝑖	NOUN
cana-1801	179	9	=	=	PUNCT
cana-1801	179	10	𝑏𝑖(𝑙	𝑏𝑖(𝑙	NUM
cana-1801	179	11	)	)	PUNCT
cana-1801	179	12	−	−	NOUN
cana-1801	180	1	𝐿𝑅	𝐿𝑅	PROPN
cana-1801	180	2	𝜕	𝜕	NOUN
cana-1801	180	3	𝜕𝑏𝑖(𝑙	𝜕𝑏𝑖(𝑙	NUM
cana-1801	180	4	)	)	PUNCT
cana-1801	180	5	(	(	PUNCT
cana-1801	180	6	9	9	X
cana-1801	180	7	)	)	PUNCT
cana-1801	180	8	ultimately	ultimately	ADV
cana-1801	180	9	,	,	PUNCT
cana-1801	180	10	the	the	DET
cana-1801	180	11	power	power	NOUN
cana-1801	180	12	source	source	NOUN
cana-1801	180	13	distinct	distinct	ADJ
cana-1801	180	14	effect	effect	NOUN
cana-1801	180	15	costing	cost	VERB
cana-1801	180	16	function	function	NOUN
cana-1801	180	17	's	's	PART
cana-1801	180	18	average	average	ADJ
cana-1801	180	19	square	square	ADJ
cana-1801	180	20	error	error	NOUN
cana-1801	180	21	is	be	AUX
cana-1801	180	22	evaluated	evaluate	VERB
cana-1801	180	23	as	as	SCONJ
cana-1801	180	24	demonstrated	demonstrate	VERB
cana-1801	180	25	below	below	ADV
cana-1801	180	26	.	.	PUNCT
cana-1801	181	1	𝐶(𝑊	𝐶(𝑊	NOUN
cana-1801	181	2	,	,	PUNCT
cana-1801	181	3	𝑏	𝑏	NOUN
cana-1801	181	4	)	)	PUNCT
cana-1801	181	5	=	=	PUNCT
cana-1801	182	1	[	[	PUNCT
cana-1801	182	2	1	1	NUM
cana-1801	182	3	𝑛	𝑛	NOUN
cana-1801	182	4	∑	∑	PUNCT
cana-1801	182	5	(	(	PUNCT
cana-1801	182	6	1	1	NUM
cana-1801	182	7	2	2	NUM
cana-1801	182	8	(	(	PUNCT
cana-1801	182	9	𝐻𝑤,𝑏(𝑥𝑖	𝐻𝑤,𝑏(𝑥𝑖	NUM
cana-1801	182	10	)	)	PUNCT
cana-1801	182	11	−	−	PROPN
cana-1801	182	12	(	(	PUNCT
cana-1801	182	13	𝑦𝑖	𝑦𝑖	NOUN
cana-1801	182	14	)	)	PUNCT
cana-1801	182	15	2))𝑛	2))𝑛	NUM
cana-1801	182	16	𝑖=1	𝑖=1	PUNCT
cana-1801	183	1	+	+	NUM
cana-1801	183	2	𝑦	𝑦	SYM
cana-1801	183	3	2	2	NUM
cana-1801	183	4	∑	∑	NOUN
cana-1801	183	5	∑	∑	PROPN
cana-1801	183	6	∑	∑	PART
cana-1801	183	7	𝑊𝑖𝑗(𝑙)𝑛	𝑊𝑖𝑗(𝑙)𝑛	NUM
cana-1801	183	8	𝑙=1	𝑙=1	SYM
cana-1801	183	9	𝑛	𝑛	PROPN
cana-1801	183	10	𝑗=2	𝑗=2	PROPN
cana-1801	183	11	𝑛	𝑛	PRON
cana-1801	183	12	𝑖=1	𝑖=1	PUNCT
cana-1801	183	13	]	]	PUNCT
cana-1801	183	14	(	(	PUNCT
cana-1801	183	15	10	10	NUM
cana-1801	183	16	)	)	PUNCT
cana-1801	183	17	furthermore	furthermore	ADV
cana-1801	183	18	,	,	PUNCT
cana-1801	183	19	through	through	ADP
cana-1801	183	20	employing	employ	VERB
cana-1801	183	21	the	the	PRON
cana-1801	183	22	initially	initially	ADV
cana-1801	183	23	collected	collect	VERB
cana-1801	183	24	and	and	CCONJ
cana-1801	183	25	transformed	transform	VERB
cana-1801	183	26	information	information	NOUN
cana-1801	183	27	within	within	ADP
cana-1801	183	28	the	the	DET
cana-1801	183	29	big	big	ADJ
cana-1801	183	30	data	data	NOUN
cana-1801	183	31	datasets	dataset	NOUN
cana-1801	183	32	for	for	ADP
cana-1801	183	33	training	train	VERB
cana-1801	183	34	the	the	DET
cana-1801	183	35	cnn	cnn	PROPN
cana-1801	183	36	network	network	NOUN
cana-1801	183	37	for	for	ADP
cana-1801	183	38	classifying	classify	VERB
cana-1801	183	39	and	and	CCONJ
cana-1801	183	40	ensure	ensure	VERB
cana-1801	183	41	preserving	preserve	VERB
cana-1801	183	42	the	the	DET
cana-1801	183	43	confidential	confidential	ADJ
cana-1801	183	44	nature	nature	NOUN
cana-1801	183	45	of	of	ADP
cana-1801	183	46	the	the	DET
cana-1801	183	47	data	datum	NOUN
cana-1801	183	48	,	,	PUNCT
cana-1801	183	49	the	the	DET
cana-1801	183	50	efficiency	efficiency	NOUN
cana-1801	183	51	of	of	ADP
cana-1801	183	52	the	the	DET
cana-1801	183	53	recommended	recommend	VERB
cana-1801	183	54	distinct	distinct	ADJ
cana-1801	183	55	impact	impact	NOUN
cana-1801	183	56	cost	cost	NOUN
cana-1801	183	57	function	function	NOUN
cana-1801	183	58	is	be	AUX
cana-1801	183	59	shown	show	VERB
cana-1801	183	60	.	.	PUNCT
cana-1801	184	1	here	here	ADV
cana-1801	184	2	you	you	PRON
cana-1801	184	3	will	will	AUX
cana-1801	184	4	find	find	VERB
cana-1801	184	5	hellinger	hellinger	ADJ
cana-1801	184	6	convolutional	convolutional	ADJ
cana-1801	184	7	neural	neural	ADJ
cana-1801	184	8	privacy	privacy	NOUN
cana-1801	184	9	preservation	preservation	NOUN
cana-1801	184	10	's	's	PART
cana-1801	184	11	pseudo	pseudo	NOUN
cana-1801	184	12	code	code	NOUN
cana-1801	184	13	implementation	implementation	NOUN
cana-1801	184	14	.	.	PUNCT
cana-1801	185	1	input	input	NOUN
cana-1801	185	2	:	:	PUNCT
cana-1801	185	3	'	'	PUNCT
cana-1801	185	4	x	x	X
cana-1801	185	5	=	=	NOUN
cana-1801	185	6	x_1	x_1	PROPN
cana-1801	185	7	,	,	PUNCT
cana-1801	185	8	x_2	x_2	PROPN
cana-1801	185	9	,	,	PUNCT
cana-1801	185	10	...	...	PUNCT
cana-1801	185	11	,	,	PUNCT
cana-1801	185	12	x_n	x_n	NUM
cana-1801	185	13	,	,	PUNCT
cana-1801	185	14	x_irm	x_irm	PROPN
cana-1801	185	15	'	'	PUNCT
cana-1801	185	16	is	be	AUX
cana-1801	185	17	the	the	DET
cana-1801	185	18	input	input	NOUN
cana-1801	185	19	vector	vector	NOUN
cana-1801	185	20	.	.	PUNCT
cana-1801	186	1	output	output	NOUN
cana-1801	186	2	:	:	PUNCT
cana-1801	186	3	identifiers	identifier	NOUN
cana-1801	186	4	with	with	ADP
cana-1801	186	5	little	little	ADJ
cana-1801	186	6	privacy	privacy	NOUN
cana-1801	186	7	loss	loss	NOUN
cana-1801	186	8	and	and	CCONJ
cana-1801	186	9	accuracy	accuracy	NOUN
cana-1801	186	10	step	step	NOUN
cana-1801	186	11	1	1	NUM
cana-1801	186	12	:	:	PUNCT
cana-1801	186	13	set	set	VERB
cana-1801	186	14	up	up	ADP
cana-1801	186	15	weight	weight	NOUN
cana-1801	186	16	"	"	PUNCT
cana-1801	186	17	w	w	NOUN
cana-1801	186	18	"	"	PUNCT
cana-1801	186	19	and	and	CCONJ
cana-1801	186	20	bias	bias	VERB
cana-1801	186	21	"	"	PUNCT
cana-1801	186	22	b	b	NOUN
cana-1801	186	23	"	"	PUNCT
cana-1801	186	24	step	step	NOUN
cana-1801	186	25	2	2	NUM
cana-1801	186	26	:	:	PUNCT
cana-1801	186	27	begin	begin	VERB
cana-1801	186	28	step	step	NOUN
cana-1801	186	29	3	3	NUM
cana-1801	186	30	:	:	PUNCT
cana-1801	186	31	for	for	ADP
cana-1801	186	32	each	each	DET
cana-1801	186	33	'	'	PUNCT
cana-1801	186	34	x	x	X
cana-1801	186	35	'	'	PUNCT
cana-1801	186	36	input	input	NOUN
cana-1801	186	37	vector	vector	NOUN
cana-1801	186	38	step	step	NOUN
cana-1801	186	39	4	4	NUM
cana-1801	186	40	:	:	PUNCT
cana-1801	186	41	equation	equation	NOUN
cana-1801	186	42	(	(	PUNCT
cana-1801	186	43	4	4	X
cana-1801	186	44	)	)	PUNCT
cana-1801	186	45	may	may	AUX
cana-1801	186	46	be	be	AUX
cana-1801	186	47	used	use	VERB
cana-1801	186	48	to	to	PART
cana-1801	186	49	mathematically	mathematically	ADV
cana-1801	186	50	define	define	VERB
cana-1801	186	51	the	the	DET
cana-1801	186	52	activation	activation	NOUN
cana-1801	186	53	function	function	NOUN
cana-1801	186	54	.	.	PUNCT
cana-1801	187	1	step	step	NOUN
cana-1801	187	2	5	5	NUM
cana-1801	187	3	:	:	PUNCT
cana-1801	187	4	using	use	VERB
cana-1801	187	5	equation	equation	NOUN
cana-1801	187	6	(	(	PUNCT
cana-1801	187	7	5	5	NUM
cana-1801	187	8	)	)	PUNCT
cana-1801	187	9	,	,	PUNCT
cana-1801	187	10	determine	determine	VERB
cana-1801	187	11	the	the	DET
cana-1801	187	12	origination	origination	NOUN
cana-1801	187	13	hypothesis	hypothesis	NOUN
cana-1801	187	14	.	.	PUNCT
cana-1801	188	1	step	step	VERB
cana-1801	188	2	6	6	NUM
cana-1801	188	3	:	:	PUNCT
cana-1801	188	4	equation	equation	NOUN
cana-1801	188	5	(	(	PUNCT
cana-1801	188	6	6	6	NUM
cana-1801	188	7	)	)	PUNCT
cana-1801	188	8	should	should	AUX
cana-1801	188	9	be	be	AUX
cana-1801	188	10	used	use	VERB
cana-1801	188	11	to	to	PART
cana-1801	188	12	compare	compare	VERB
cana-1801	188	13	two	two	NUM
cana-1801	188	14	probability	probability	NOUN
cana-1801	188	15	distributions	distribution	NOUN
cana-1801	188	16	.	.	PUNCT
cana-1801	189	1	step	step	NOUN
cana-1801	189	2	7	7	NUM
cana-1801	189	3	:	:	PUNCT
cana-1801	189	4	equation	equation	NOUN
cana-1801	189	5	(	(	PUNCT
cana-1801	189	6	7	7	X
cana-1801	189	7	)	)	PUNCT
cana-1801	189	8	is	be	AUX
cana-1801	189	9	used	use	VERB
cana-1801	189	10	to	to	PART
cana-1801	189	11	mathematically	mathematically	ADV
cana-1801	189	12	define	define	VERB
cana-1801	189	13	the	the	DET
cana-1801	189	14	learnt	learnt	ADJ
cana-1801	189	15	distinctive	distinctive	ADJ
cana-1801	189	16	impact	impact	NOUN
cana-1801	189	17	cost	cost	NOUN
cana-1801	189	18	function	function	NOUN
cana-1801	189	19	.	.	PUNCT
cana-1801	190	1	step	step	NOUN
cana-1801	190	2	8	8	NUM
cana-1801	190	3	:	:	PUNCT
cana-1801	190	4	using	use	VERB
cana-1801	190	5	equations	equation	NOUN
cana-1801	190	6	(	(	PUNCT
cana-1801	190	7	8)	8)	NUM
cana-1801	190	8	and	and	CCONJ
cana-1801	190	9	(	(	PUNCT
cana-1801	190	10	9	9	NUM
cana-1801	190	11	)	)	PUNCT
cana-1801	190	12	,	,	PUNCT
cana-1801	190	13	update	update	VERB
cana-1801	190	14	the	the	DET
cana-1801	190	15	parameters	parameter	NOUN
cana-1801	190	16	weight	weight	NOUN
cana-1801	190	17	and	and	CCONJ
cana-1801	190	18	bias	bias	NOUN
cana-1801	190	19	.	.	PUNCT
cana-1801	191	1	step	step	NOUN
cana-1801	191	2	9	9	NUM
cana-1801	191	3	:	:	PUNCT
cana-1801	191	4	equation	equation	NOUN
cana-1801	191	5	(	(	PUNCT
cana-1801	191	6	10	10	NUM
cana-1801	191	7	)	)	PUNCT
cana-1801	191	8	should	should	AUX
cana-1801	191	9	be	be	AUX
cana-1801	191	10	used	use	VERB
cana-1801	191	11	to	to	PART
cana-1801	191	12	calculate	calculate	VERB
cana-1801	191	13	the	the	DET
cana-1801	191	14	distinctive	distinctive	ADJ
cana-1801	191	15	impact	impact	NOUN
cana-1801	191	16	cost	cost	NOUN
cana-1801	191	17	function	function	NOUN
cana-1801	191	18	's	's	PART
cana-1801	191	19	mean	mean	ADJ
cana-1801	191	20	square	square	NOUN
cana-1801	191	21	error	error	NOUN
cana-1801	191	22	.	.	PUNCT
cana-1801	192	1	step	step	NOUN
cana-1801	192	2	10	10	NUM
cana-1801	192	3	:	:	PUNCT
cana-1801	192	4	return	return	NOUN
cana-1801	192	5	(	(	PUNCT
cana-1801	192	6	identifiers	identifier	NOUN
cana-1801	192	7	protected	protect	VERB
cana-1801	192	8	by	by	ADP
cana-1801	192	9	privacy	privacy	NOUN
cana-1801	192	10	)	)	PUNCT
cana-1801	192	11	step	step	NOUN
cana-1801	192	12	11	11	NUM
cana-1801	192	13	:	:	PUNCT
cana-1801	192	14	end	end	VERB
cana-1801	192	15	for	for	ADP
cana-1801	192	16	step	step	NOUN
cana-1801	192	17	12	12	NUM
cana-1801	192	18	:	:	PUNCT
cana-1801	192	19	end	end	NOUN
cana-1801	192	20	algorithm	algorithm	NOUN
cana-1801	192	21	2	2	NUM
cana-1801	192	22	hellinger	hellinger	X
cana-1801	192	23	convolutional	convolutional	ADJ
cana-1801	192	24	neural	neural	ADJ
cana-1801	192	25	privacy	privacy	NOUN
cana-1801	192	26	preservation	preservation	NOUN
cana-1801	192	27	communications	communication	NOUN
cana-1801	192	28	on	on	ADP
cana-1801	192	29	applied	apply	VERB
cana-1801	192	30	nonlinear	nonlinear	ADJ
cana-1801	192	31	analysis	analysis	NOUN
cana-1801	192	32	issn	issn	NOUN
cana-1801	192	33	:	:	PUNCT
cana-1801	192	34	1074	1074	NUM
cana-1801	192	35	-	-	PUNCT
cana-1801	192	36	133x	133x	NUM
cana-1801	192	37	vol	vol	NOUN
cana-1801	192	38	32	32	NUM
cana-1801	193	1	no	no	NOUN
cana-1801	193	2	.	.	NOUN
cana-1801	193	3	2	2	NUM
cana-1801	193	4	(	(	PUNCT
cana-1801	193	5	2025	2025	NUM
cana-1801	193	6	)	)	PUNCT
cana-1801	193	7	525	525	NUM
cana-1801	193	8	https://internationalpubls.com	https://internationalpubls.com	X
cana-1801	193	9	the	the	DET
cana-1801	193	10	three	three	NUM
cana-1801	193	11	stages	stage	NOUN
cana-1801	193	12	are	be	AUX
cana-1801	193	13	carried	carry	VERB
cana-1801	193	14	out	out	ADP
cana-1801	193	15	as	as	SCONJ
cana-1801	193	16	stated	state	VERB
cana-1801	193	17	by	by	ADP
cana-1801	193	18	the	the	DET
cana-1801	193	19	hellinger	hellinger	PROPN
cana-1801	193	20	convolutional	convolutional	ADJ
cana-1801	193	21	neural	neural	ADJ
cana-1801	193	22	privacy	privacy	NOUN
cana-1801	193	23	preservation	preservation	NOUN
cana-1801	193	24	method	method	NOUN
cana-1801	193	25	above	above	ADV
cana-1801	193	26	.	.	PUNCT
cana-1801	194	1	the	the	DET
cana-1801	194	2	approach	approach	NOUN
cana-1801	194	3	proceeds	proceed	VERB
cana-1801	194	4	to	to	PART
cana-1801	194	5	develop	develop	VERB
cana-1801	194	6	the	the	DET
cana-1801	194	7	maxmin	maxmin	NOUN
cana-1801	194	8	approach	approach	NOUN
cana-1801	194	9	(	(	PUNCT
cana-1801	194	10	i.e.	i.e.	X
cana-1801	194	11	,	,	PUNCT
cana-1801	194	12	optimise	optimise	ADJ
cana-1801	194	13	correctness	correctness	NOUN
cana-1801	194	14	and	and	CCONJ
cana-1801	194	15	reduce	reduce	VERB
cana-1801	194	16	data	datum	NOUN
cana-1801	194	17	loss	loss	NOUN
cana-1801	194	18	)	)	PUNCT
cana-1801	194	19	,	,	PUNCT
cana-1801	194	20	assure	assure	VERB
cana-1801	194	21	the	the	DET
cana-1801	194	22	preservation	preservation	NOUN
cana-1801	194	23	of	of	ADP
cana-1801	194	24	privacy	privacy	NOUN
cana-1801	194	25	for	for	ADP
cana-1801	194	26	data	datum	NOUN
cana-1801	194	27	that	that	PRON
cana-1801	194	28	is	be	AUX
cana-1801	194	29	not	not	PART
cana-1801	194	30	structured	structure	VERB
cana-1801	194	31	,	,	PUNCT
cana-1801	194	32	and	and	CCONJ
cana-1801	194	33	safely	safely	ADV
cana-1801	194	34	protect	protect	VERB
cana-1801	194	35	highly	highly	ADV
cana-1801	194	36	confidential	confidential	ADJ
cana-1801	194	37	information	information	NOUN
cana-1801	194	38	commencing	commence	VERB
cana-1801	194	39	with	with	ADP
cana-1801	194	40	the	the	DET
cana-1801	194	41	set	set	NOUN
cana-1801	194	42	of	of	ADP
cana-1801	194	43	non	non	ADJ
cana-1801	194	44	-	-	ADJ
cana-1801	194	45	qi	qi	NOUN
cana-1801	194	46	-	-	PUNCT
cana-1801	194	47	classes	class	NOUN
cana-1801	194	48	provided	provide	VERB
cana-1801	194	49	as	as	ADP
cana-1801	194	50	input	input	NOUN
cana-1801	194	51	.	.	PUNCT
cana-1801	195	1	throughout	throughout	ADP
cana-1801	195	2	our	our	PRON
cana-1801	195	3	investigation	investigation	NOUN
cana-1801	195	4	,	,	PUNCT
cana-1801	195	5	approach	approach	NOUN
cana-1801	195	6	is	be	AUX
cana-1801	195	7	achieved	achieve	VERB
cana-1801	195	8	by	by	ADP
cana-1801	195	9	initially	initially	ADV
cana-1801	195	10	creating	create	VERB
cana-1801	195	11	a	a	DET
cana-1801	195	12	function	function	NOUN
cana-1801	195	13	to	to	PART
cana-1801	195	14	activate	activate	VERB
cana-1801	195	15	by	by	ADP
cana-1801	195	16	hashing	hash	VERB
cana-1801	195	17	qi	qi	NOUN
cana-1801	195	18	-	-	PUNCT
cana-1801	195	19	classes	class	NOUN
cana-1801	195	20	,	,	PUNCT
cana-1801	195	21	subsequently	subsequently	ADV
cana-1801	195	22	applying	apply	VERB
cana-1801	195	23	hellinger	hellinger	NOUN
cana-1801	195	24	proximity	proximity	NOUN
cana-1801	195	25	to	to	PART
cana-1801	195	26	minimise	minimise	VERB
cana-1801	195	27	the	the	DET
cana-1801	195	28	data	data	NOUN
cana-1801	195	29	loss	loss	NOUN
cana-1801	195	30	using	use	VERB
cana-1801	195	31	low	low	ADJ
cana-1801	195	32	connection	connection	NOUN
cana-1801	195	33	values	value	NOUN
cana-1801	195	34	.	.	PUNCT
cana-1801	196	1	following	follow	VERB
cana-1801	196	2	that	that	PRON
cana-1801	196	3	,	,	PUNCT
cana-1801	196	4	employing	employ	VERB
cana-1801	196	5	modified	modify	VERB
cana-1801	196	6	the	the	DET
cana-1801	196	7	cnn	cnn	PROPN
cana-1801	196	8	network	network	NOUN
cana-1801	196	9	,	,	PUNCT
cana-1801	196	10	it	it	PRON
cana-1801	196	11	is	be	AUX
cana-1801	196	12	provided	provide	VERB
cana-1801	196	13	as	as	ADP
cana-1801	196	14	input	input	NOUN
cana-1801	196	15	for	for	ADP
cana-1801	196	16	acquiring	acquire	VERB
cana-1801	196	17	knowledge	knowledge	NOUN
cana-1801	196	18	,	,	PUNCT
cana-1801	196	19	modifying	modify	VERB
cana-1801	196	20	weighting	weighting	NOUN
cana-1801	196	21	and	and	CCONJ
cana-1801	196	22	discrimination	discrimination	NOUN
cana-1801	196	23	employing	employ	VERB
cana-1801	196	24	the	the	DET
cana-1801	196	25	distinct	distinct	ADJ
cana-1801	196	26	impact	impact	NOUN
cana-1801	196	27	cost	cost	NOUN
cana-1801	196	28	function	function	NOUN
cana-1801	196	29	.	.	PUNCT
cana-1801	197	1	in	in	ADP
cana-1801	197	2	such	such	DET
cana-1801	197	3	a	a	DET
cana-1801	197	4	manner	manner	NOUN
cana-1801	197	5	,	,	PUNCT
cana-1801	197	6	it	it	PRON
cana-1801	197	7	is	be	AUX
cana-1801	197	8	stated	state	VERB
cana-1801	197	9	that	that	SCONJ
cana-1801	197	10	correctness	correctness	NOUN
cana-1801	197	11	as	as	SCONJ
cana-1801	197	12	data	data	NOUN
cana-1801	197	13	loss	loss	NOUN
cana-1801	197	14	have	have	AUX
cana-1801	197	15	been	be	AUX
cana-1801	197	16	improved	improve	VERB
cana-1801	197	17	and	and	CCONJ
cana-1801	197	18	preserving	preserve	VERB
cana-1801	197	19	the	the	DET
cana-1801	197	20	anonymity	anonymity	NOUN
cana-1801	197	21	of	of	ADP
cana-1801	197	22	essential	essential	ADJ
cana-1801	197	23	data	datum	NOUN
cana-1801	197	24	that	that	PRON
cana-1801	197	25	is	be	AUX
cana-1801	197	26	unorganized	unorganized	ADJ
cana-1801	197	27	.	.	PUNCT
cana-1801	198	1	4	4	X
cana-1801	198	2	.	.	X
cana-1801	198	3	experiments	experiment	NOUN
cana-1801	198	4	and	and	CCONJ
cana-1801	198	5	discussion	discussion	NOUN
cana-1801	198	6	the	the	DET
cana-1801	198	7	effectiveness	effectiveness	NOUN
cana-1801	198	8	provided	provide	VERB
cana-1801	198	9	by	by	ADP
cana-1801	198	10	the	the	DET
cana-1801	198	11	distinct	distinct	ADJ
cana-1801	198	12	contextual	contextual	ADJ
cana-1801	198	13	sensitive	sensitive	ADJ
cana-1801	198	14	and	and	CCONJ
cana-1801	198	15	hellinger	hellinger	ADJ
cana-1801	198	16	convolutional	convolutional	ADJ
cana-1801	198	17	learner	learner	NOUN
cana-1801	198	18	(	(	PUNCT
cana-1801	198	19	dcs	dcs	PROPN
cana-1801	198	20	-	-	PUNCT
cana-1801	198	21	hcl	hcl	PROPN
cana-1801	198	22	)	)	PUNCT
cana-1801	198	23	technique	technique	NOUN
cana-1801	198	24	for	for	ADP
cana-1801	198	25	the	the	DET
cana-1801	198	26	preserving	preserve	VERB
cana-1801	198	27	the	the	DET
cana-1801	198	28	privacy	privacy	NOUN
cana-1801	198	29	for	for	ADP
cana-1801	198	30	confidential	confidential	ADJ
cana-1801	198	31	unprocessed	unprocesse	VERB
cana-1801	198	32	enormous	enormous	ADJ
cana-1801	198	33	medical	medical	ADJ
cana-1801	198	34	information	information	NOUN
cana-1801	198	35	with	with	ADP
cana-1801	198	36	quasi	quasi	NOUN
cana-1801	198	37	-	-	ADJ
cana-1801	198	38	identifier	identifier	ADJ
cana-1801	198	39	is	be	AUX
cana-1801	198	40	being	be	AUX
cana-1801	198	41	examined	examine	VERB
cana-1801	198	42	in	in	ADP
cana-1801	198	43	the	the	DET
cana-1801	198	44	following	follow	VERB
cana-1801	198	45	section	section	NOUN
cana-1801	198	46	thorough	thorough	NOUN
cana-1801	198	47	an	an	DET
cana-1801	198	48	in	in	ADP
cana-1801	198	49	-	-	PUNCT
cana-1801	198	50	depth	depth	NOUN
cana-1801	198	51	investigation	investigation	NOUN
cana-1801	198	52	of	of	ADP
cana-1801	198	53	the	the	DET
cana-1801	198	54	experimental	experimental	ADJ
cana-1801	198	55	results	result	NOUN
cana-1801	198	56	.	.	PUNCT
cana-1801	199	1	on	on	ADP
cana-1801	199	2	the	the	DET
cana-1801	199	3	basis	basis	NOUN
cana-1801	199	4	of	of	ADP
cana-1801	199	5	current	current	ADJ
cana-1801	199	6	cutting	cutting	NOUN
cana-1801	199	7	-	-	PUNCT
cana-1801	199	8	edge	edge	NOUN
cana-1801	199	9	methods	method	NOUN
cana-1801	199	10	identified	identify	VERB
cana-1801	199	11	in	in	ADP
cana-1801	199	12	the	the	DET
cana-1801	199	13	published	publish	VERB
cana-1801	199	14	literature	literature	NOUN
cana-1801	199	15	,	,	PUNCT
cana-1801	199	16	an	an	DET
cana-1801	199	17	evaluation	evaluation	NOUN
cana-1801	199	18	regarding	regard	VERB
cana-1801	199	19	the	the	DET
cana-1801	199	20	security	security	NOUN
cana-1801	199	21	conservation	conservation	NOUN
cana-1801	199	22	for	for	ADP
cana-1801	199	23	big	big	ADJ
cana-1801	199	24	medical	medical	ADJ
cana-1801	199	25	records	record	NOUN
cana-1801	199	26	employing	employ	VERB
cana-1801	199	27	quasi	quasi	ADJ
cana-1801	199	28	identifiers	identifier	NOUN
cana-1801	199	29	is	be	AUX
cana-1801	199	30	performed	perform	VERB
cana-1801	199	31	in	in	ADP
cana-1801	199	32	regards	regard	NOUN
cana-1801	199	33	to	to	ADP
cana-1801	199	34	computation	computation	NOUN
cana-1801	199	35	time	time	NOUN
cana-1801	199	36	,	,	PUNCT
cana-1801	199	37	accuracy	accuracy	NOUN
cana-1801	199	38	,	,	PUNCT
cana-1801	199	39	as	as	ADV
cana-1801	199	40	well	well	ADV
cana-1801	199	41	as	as	ADP
cana-1801	199	42	data	datum	NOUN
cana-1801	199	43	loss	loss	NOUN
cana-1801	199	44	alongside	alongside	ADP
cana-1801	199	45	considering	consider	VERB
cana-1801	199	46	the	the	DET
cana-1801	199	47	total	total	ADJ
cana-1801	199	48	number	number	NOUN
cana-1801	199	49	of	of	ADP
cana-1801	199	50	individuals	individual	NOUN
cana-1801	199	51	.	.	PUNCT
cana-1801	200	1	the	the	DET
cana-1801	200	2	two	two	NUM
cana-1801	200	3	privacy	privacy	NOUN
cana-1801	200	4	methods	method	NOUN
cana-1801	200	5	for	for	ADP
cana-1801	200	6	data	datum	NOUN
cana-1801	200	7	preservation	preservation	NOUN
cana-1801	200	8	are	be	AUX
cana-1801	200	9	additionally	additionally	ADV
cana-1801	200	10	compared	compare	VERB
cana-1801	200	11	:	:	PUNCT
cana-1801	200	12	incorporated	incorporate	VERB
cana-1801	200	13	the	the	DET
cana-1801	200	14	anonymization	anonymization	NOUN
cana-1801	200	15	as	as	ADV
cana-1801	200	16	well	well	ADV
cana-1801	200	17	as	as	ADP
cana-1801	200	18	reconstructed	reconstruct	VERB
cana-1801	200	19	[	[	X
cana-1801	200	20	2	2	NUM
cana-1801	200	21	]	]	PUNCT
cana-1801	200	22	as	as	ADV
cana-1801	200	23	well	well	ADV
cana-1801	200	24	as	as	ADP
cana-1801	200	25	the	the	DET
cana-1801	200	26	equivalent	equivalent	ADJ
cana-1801	200	27	classes	class	NOUN
cana-1801	200	28	using	use	VERB
cana-1801	200	29	the	the	DET
cana-1801	200	30	cuckoo	cuckoo	NOUN
cana-1801	200	31	filter	filter	NOUN
cana-1801	200	32	(	(	PUNCT
cana-1801	200	33	encc	encc	NOUN
cana-1801	200	34	)	)	PUNCT
cana-1801	201	1	[	[	X
cana-1801	201	2	1	1	NUM
cana-1801	201	3	]	]	PUNCT
cana-1801	201	4	.	.	PUNCT
cana-1801	202	1	4.1	4.1	NUM
cana-1801	202	2	dataset	dataset	ADJ
cana-1801	202	3	description	description	NOUN
cana-1801	202	4	throughout	throughout	ADP
cana-1801	202	5	the	the	DET
cana-1801	202	6	studies	study	NOUN
cana-1801	202	7	we	we	PRON
cana-1801	202	8	conduct	conduct	VERB
cana-1801	202	9	,	,	PUNCT
cana-1801	202	10	the	the	DET
cana-1801	202	11	diabetes	diabetes	NOUN
cana-1801	202	12	statistics	statistic	NOUN
cana-1801	202	13	from	from	ADP
cana-1801	202	14	130	130	NUM
cana-1801	202	15	-	-	PUNCT
cana-1801	202	16	us	we	PRON
cana-1801	202	17	institutions	institution	NOUN
cana-1801	202	18	during	during	ADP
cana-1801	202	19	seasons	season	NOUN
cana-1801	202	20	1999	1999	NUM
cana-1801	202	21	-	-	SYM
cana-1801	202	22	2008	2008	NUM
cana-1801	202	23	information	information	NOUN
cana-1801	202	24	collection	collection	NOUN
cana-1801	202	25	[	[	X
cana-1801	202	26	20	20	NUM
cana-1801	202	27	]	]	PUNCT
cana-1801	202	28	is	be	AUX
cana-1801	202	29	utilised	utilise	VERB
cana-1801	202	30	.	.	PUNCT
cana-1801	203	1	the	the	DET
cana-1801	203	2	information	information	NOUN
cana-1801	203	3	set	set	NOUN
cana-1801	203	4	contains	contain	VERB
cana-1801	203	5	50	50	NUM
cana-1801	203	6	parameters	parameter	NOUN
cana-1801	203	7	which	which	PRON
cana-1801	203	8	indicate	indicate	VERB
cana-1801	203	9	individual	individual	ADJ
cana-1801	203	10	and	and	CCONJ
cana-1801	203	11	healthcare	healthcare	NOUN
cana-1801	203	12	provider	provider	NOUN
cana-1801	203	13	outcomes	outcome	NOUN
cana-1801	203	14	throughout	throughout	ADP
cana-1801	203	15	an	an	DET
cana-1801	203	16	interval	interval	NOUN
cana-1801	203	17	of	of	ADP
cana-1801	203	18	ten	ten	NUM
cana-1801	203	19	decades	decade	NOUN
cana-1801	203	20	of	of	ADP
cana-1801	203	21	medical	medical	ADJ
cana-1801	203	22	care	care	NOUN
cana-1801	203	23	provided	provide	VERB
cana-1801	203	24	by	by	ADP
cana-1801	203	25	130	130	NUM
cana-1801	203	26	hospitals	hospital	NOUN
cana-1801	203	27	in	in	ADP
cana-1801	203	28	the	the	DET
cana-1801	203	29	united	united	PROPN
cana-1801	203	30	states	states	PROPN
cana-1801	203	31	together	together	ADV
cana-1801	203	32	with	with	ADP
cana-1801	203	33	delivery	delivery	NOUN
cana-1801	203	34	networks	network	NOUN
cana-1801	203	35	.	.	PUNCT
cana-1801	204	1	the	the	DET
cana-1801	204	2	individual	individual	ADJ
cana-1801	204	3	quantity	quantity	NOUN
cana-1801	204	4	,	,	PUNCT
cana-1801	204	5	age	age	NOUN
cana-1801	204	6	,	,	PUNCT
cana-1801	204	7	race	race	NOUN
cana-1801	204	8	,	,	PUNCT
cana-1801	204	9	gender	gender	NOUN
cana-1801	204	10	,	,	PUNCT
cana-1801	204	11	gender	gender	NOUN
cana-1801	204	12	identity	identity	NOUN
cana-1801	204	13	,	,	PUNCT
cana-1801	204	14	enrollment	enrollment	NOUN
cana-1801	204	15	type	type	NOUN
cana-1801	204	16	,	,	PUNCT
cana-1801	204	17	the	the	DET
cana-1801	204	18	length	length	NOUN
cana-1801	204	19	of	of	ADP
cana-1801	204	20	endure	endure	NOUN
cana-1801	204	21	in	in	ADP
cana-1801	204	22	the	the	DET
cana-1801	204	23	hospital	hospital	NOUN
cana-1801	204	24	,	,	PUNCT
cana-1801	204	25	the	the	DET
cana-1801	204	26	health	health	NOUN
cana-1801	204	27	care	care	NOUN
cana-1801	204	28	field	field	NOUN
cana-1801	204	29	associated	associate	VERB
cana-1801	204	30	with	with	ADP
cana-1801	204	31	the	the	DET
cana-1801	204	32	accepting	accept	VERB
cana-1801	204	33	medical	medical	ADJ
cana-1801	204	34	professional	professional	NOUN
cana-1801	204	35	,	,	PUNCT
cana-1801	204	36	the	the	DET
cana-1801	204	37	number	number	NOUN
cana-1801	204	38	of	of	ADP
cana-1801	204	39	tests	test	NOUN
cana-1801	204	40	conducted	conduct	VERB
cana-1801	204	41	by	by	ADP
cana-1801	204	42	laboratories	laboratory	NOUN
cana-1801	204	43	run	run	VERB
cana-1801	204	44	,	,	PUNCT
cana-1801	204	45	the	the	DET
cana-1801	204	46	haemoglobin	haemoglobin	NOUN
cana-1801	204	47	a	a	DET
cana-1801	204	48	test	test	NOUN
cana-1801	204	49	outcome	outcome	NOUN
cana-1801	204	50	,	,	PUNCT
cana-1801	204	51	being	be	AUX
cana-1801	204	52	diagnosed	diagnose	VERB
cana-1801	204	53	,	,	PUNCT
cana-1801	204	54	the	the	DET
cana-1801	204	55	amount	amount	NOUN
cana-1801	204	56	of	of	ADP
cana-1801	204	57	medicines	medicine	NOUN
cana-1801	204	58	,	,	PUNCT
cana-1801	204	59	diabetics	diabetic	NOUN
cana-1801	204	60	medications	medication	NOUN
cana-1801	204	61	,	,	PUNCT
cana-1801	204	62	numbers	number	NOUN
cana-1801	204	63	of	of	ADP
cana-1801	204	64	outpatient	outpatient	NOUN
cana-1801	204	65	services	service	NOUN
cana-1801	204	66	inpatient	inpatient	NOUN
cana-1801	204	67	treatment	treatment	NOUN
cana-1801	204	68	,	,	PUNCT
cana-1801	204	69	and	and	CCONJ
cana-1801	204	70	emergency	emergency	NOUN
cana-1801	204	71	room	room	NOUN
cana-1801	204	72	appointments	appointment	NOUN
cana-1801	204	73	in	in	ADP
cana-1801	204	74	the	the	DET
cana-1801	204	75	year	year	NOUN
cana-1801	204	76	preceding	precede	VERB
cana-1801	204	77	to	to	ADP
cana-1801	204	78	the	the	PRON
cana-1801	204	79	being	be	AUX
cana-1801	204	80	hospitalised	hospitalise	VERB
cana-1801	204	81	are	be	AUX
cana-1801	204	82	only	only	ADV
cana-1801	204	83	a	a	DET
cana-1801	204	84	few	few	ADJ
cana-1801	204	85	of	of	ADP
cana-1801	204	86	the	the	DET
cana-1801	204	87	parameters	parameter	NOUN
cana-1801	204	88	that	that	PRON
cana-1801	204	89	might	might	AUX
cana-1801	204	90	be	be	AUX
cana-1801	204	91	obtained	obtain	VERB
cana-1801	204	92	from	from	ADP
cana-1801	204	93	this	this	DET
cana-1801	204	94	data	datum	NOUN
cana-1801	204	95	set	set	VERB
cana-1801	204	96	.	.	PUNCT
cana-1801	205	1	the	the	DET
cana-1801	205	2	python	python	NOUN
cana-1801	205	3	experiments	experiment	NOUN
cana-1801	205	4	for	for	ADP
cana-1801	205	5	preserving	preserve	VERB
cana-1801	205	6	privacy	privacy	NOUN
cana-1801	205	7	are	be	AUX
cana-1801	205	8	carried	carry	VERB
cana-1801	205	9	through	through	ADP
cana-1801	205	10	with	with	ADP
cana-1801	205	11	the	the	DET
cana-1801	205	12	assistance	assistance	NOUN
cana-1801	205	13	provided	provide	VERB
cana-1801	205	14	dataset	dataset	NOUN
cana-1801	205	15	.	.	PUNCT
cana-1801	206	1	performance	performance	NOUN
cana-1801	206	2	metrics	metric	NOUN
cana-1801	206	3	the	the	DET
cana-1801	206	4	outcomes	outcome	NOUN
cana-1801	206	5	of	of	ADP
cana-1801	206	6	the	the	DET
cana-1801	206	7	factors	factor	NOUN
cana-1801	206	8	considered	consider	VERB
cana-1801	206	9	to	to	PART
cana-1801	206	10	be	be	AUX
cana-1801	206	11	taken	take	VERB
cana-1801	206	12	for	for	ADP
cana-1801	206	13	maintaining	maintain	VERB
cana-1801	206	14	privacy	privacy	NOUN
cana-1801	206	15	are	be	AUX
cana-1801	206	16	outlined	outline	VERB
cana-1801	206	17	in	in	ADP
cana-1801	206	18	this	this	DET
cana-1801	206	19	subsection	subsection	NOUN
cana-1801	206	20	.	.	PUNCT
cana-1801	207	1	in	in	ADP
cana-1801	207	2	terms	term	NOUN
cana-1801	207	3	of	of	ADP
cana-1801	207	4	the	the	DET
cana-1801	207	5	total	total	ADJ
cana-1801	207	6	quantity	quantity	NOUN
cana-1801	207	7	of	of	ADP
cana-1801	207	8	individuals	individual	NOUN
cana-1801	207	9	taken	take	VERB
cana-1801	207	10	into	into	ADP
cana-1801	207	11	consideration	consideration	NOUN
cana-1801	207	12	during	during	ADP
cana-1801	207	13	the	the	DET
cana-1801	207	14	training	training	NOUN
cana-1801	207	15	,	,	PUNCT
cana-1801	207	16	they	they	PRON
cana-1801	207	17	undergo	undergo	VERB
cana-1801	207	18	execution	execution	NOUN
cana-1801	207	19	time	time	NOUN
cana-1801	207	20	,	,	PUNCT
cana-1801	207	21	correctness	correctness	NOUN
cana-1801	207	22	,	,	PUNCT
cana-1801	207	23	alongside	alongside	ADP
cana-1801	207	24	data	datum	NOUN
cana-1801	207	25	loss	loss	NOUN
cana-1801	207	26	.	.	PUNCT
cana-1801	208	1	4.1.1	4.1.1	NUM
cana-1801	208	2	run	run	NOUN
cana-1801	208	3	time	time	NOUN
cana-1801	208	4	evaluation	evaluation	NOUN
cana-1801	208	5	the	the	DET
cana-1801	208	6	total	total	ADJ
cana-1801	208	7	duration	duration	NOUN
cana-1801	208	8	of	of	ADP
cana-1801	208	9	period	period	NOUN
cana-1801	208	10	need	need	NOUN
cana-1801	208	11	ought	ought	AUX
cana-1801	208	12	to	to	PART
cana-1801	208	13	be	be	AUX
cana-1801	208	14	reduced	reduce	VERB
cana-1801	208	15	to	to	ADP
cana-1801	208	16	a	a	DET
cana-1801	208	17	minimal	minimal	ADJ
cana-1801	208	18	since	since	SCONJ
cana-1801	208	19	patients	patient	NOUN
cana-1801	208	20	will	will	AUX
cana-1801	208	21	be	be	AUX
cana-1801	208	22	accountable	accountable	ADJ
cana-1801	208	23	for	for	ADP
cana-1801	208	24	providing	provide	VERB
cana-1801	208	25	enormous	enormous	ADJ
cana-1801	208	26	healthcare	healthcare	NOUN
cana-1801	208	27	data	datum	NOUN
cana-1801	208	28	and	and	CCONJ
cana-1801	208	29	it	it	PRON
cana-1801	208	30	's	be	AUX
cana-1801	208	31	going	go	VERB
cana-1801	208	32	to	to	PART
cana-1801	208	33	become	become	VERB
cana-1801	208	34	available	available	ADJ
cana-1801	208	35	to	to	ADP
cana-1801	208	36	the	the	DET
cana-1801	208	37	general	general	ADJ
cana-1801	208	38	public	public	NOUN
cana-1801	208	39	.	.	PUNCT
cana-1801	209	1	communications	communication	NOUN
cana-1801	209	2	on	on	ADP
cana-1801	209	3	applied	apply	VERB
cana-1801	209	4	nonlinear	nonlinear	ADJ
cana-1801	209	5	analysis	analysis	NOUN
cana-1801	209	6	issn	issn	NOUN
cana-1801	209	7	:	:	PUNCT
cana-1801	209	8	1074	1074	NUM
cana-1801	209	9	-	-	PUNCT
cana-1801	209	10	133x	133x	NUM
cana-1801	209	11	vol	vol	NOUN
cana-1801	209	12	32	32	NUM
cana-1801	209	13	no	no	NOUN
cana-1801	209	14	.	.	NOUN
cana-1801	209	15	2	2	NUM
cana-1801	209	16	(	(	PUNCT
cana-1801	209	17	2025	2025	NUM
cana-1801	209	18	)	)	PUNCT
cana-1801	209	19	526	526	NUM
cana-1801	209	20	https://internationalpubls.com	https://internationalpubls.com	X
cana-1801	209	21	alternatively	alternatively	ADV
cana-1801	209	22	,	,	PUNCT
cana-1801	209	23	data	datum	NOUN
cana-1801	209	24	could	could	AUX
cana-1801	209	25	get	get	AUX
cana-1801	209	26	lost	lose	VERB
cana-1801	209	27	or	or	CCONJ
cana-1801	209	28	anonymity	anonymity	NOUN
cana-1801	209	29	could	could	AUX
cana-1801	209	30	be	be	AUX
cana-1801	209	31	compromised	compromise	VERB
cana-1801	209	32	.	.	PUNCT
cana-1801	210	1	nevertheless	nevertheless	ADV
cana-1801	210	2	has	have	AUX
cana-1801	210	3	been	be	AUX
cana-1801	210	4	suggested	suggest	VERB
cana-1801	210	5	because	because	SCONJ
cana-1801	210	6	protecting	protect	VERB
cana-1801	210	7	the	the	DET
cana-1801	210	8	confidentiality	confidentiality	NOUN
cana-1801	210	9	of	of	ADP
cana-1801	210	10	enormous	enormous	ADJ
cana-1801	210	11	healthcare	healthcare	NOUN
cana-1801	210	12	data	datum	NOUN
cana-1801	210	13	requires	require	VERB
cana-1801	210	14	an	an	DET
cana-1801	210	15	enormous	enormous	ADJ
cana-1801	210	16	amount	amount	NOUN
cana-1801	210	17	of	of	ADP
cana-1801	210	18	time	time	NOUN
cana-1801	210	19	.	.	PUNCT
cana-1801	211	1	the	the	DET
cana-1801	211	2	numerical	numerical	PROPN
cana-1801	211	3	representation	representation	PROPN
cana-1801	211	4	corresponding	correspond	VERB
cana-1801	211	5	to	to	ADP
cana-1801	211	6	the	the	DET
cana-1801	211	7	execution	execution	NOUN
cana-1801	211	8	time	time	NOUN
cana-1801	211	9	required	require	VERB
cana-1801	211	10	can	can	AUX
cana-1801	211	11	be	be	AUX
cana-1801	211	12	seen	see	VERB
cana-1801	211	13	below	below	ADV
cana-1801	211	14	.	.	PUNCT
cana-1801	212	1	𝑅𝑇	𝑅𝑇	PROPN
cana-1801	212	2	=	=	PUNCT
cana-1801	213	1	∑	∑	PUNCT
cana-1801	213	2	𝑃𝑖	𝑃𝑖	ADP
cana-1801	213	3	∗	∗	NOUN
cana-1801	213	4	𝑇𝑖𝑚𝑒	𝑇𝑖𝑚𝑒	PROPN
cana-1801	213	5	[	[	X
cana-1801	213	6	𝑃𝑃]𝑛	𝑃𝑃]𝑛	X
cana-1801	213	7	𝑖=1	𝑖=1	PUNCT
cana-1801	214	1	(	(	PUNCT
cana-1801	214	2	11	11	NUM
cana-1801	214	3	)	)	PUNCT
cana-1801	214	4	the	the	DET
cana-1801	214	5	period	period	NOUN
cana-1801	214	6	of	of	ADP
cana-1801	214	7	time	time	NOUN
cana-1801	214	8	'	'	PUNCT
cana-1801	214	9	rt	rt	INTJ
cana-1801	214	10	'	'	PUNCT
cana-1801	214	11	essential	essential	ADJ
cana-1801	214	12	in	in	ADP
cana-1801	214	13	order	order	NOUN
cana-1801	214	14	to	to	PART
cana-1801	214	15	safeguard	safeguard	VERB
cana-1801	214	16	the	the	DET
cana-1801	214	17	anonymity	anonymity	NOUN
cana-1801	214	18	of	of	ADP
cana-1801	214	19	enormous	enormous	ADJ
cana-1801	214	20	health	health	NOUN
cana-1801	214	21	care	care	NOUN
cana-1801	214	22	information	information	NOUN
cana-1801	214	23	employing	employ	VERB
cana-1801	214	24	quasi	quasi	NOUN
cana-1801	214	25	identification	identification	NOUN
cana-1801	214	26	numbers	number	NOUN
cana-1801	214	27	can	can	AUX
cana-1801	214	28	be	be	AUX
cana-1801	214	29	determined	determine	VERB
cana-1801	214	30	from	from	ADP
cana-1801	214	31	formula	formula	NOUN
cana-1801	214	32	(	(	PUNCT
cana-1801	214	33	11	11	NUM
cana-1801	214	34	)	)	PUNCT
cana-1801	214	35	,	,	PUNCT
cana-1801	214	36	wherein	wherein	SCONJ
cana-1801	214	37	'	'	PUNCT
cana-1801	214	38	rt	rt	INTJ
cana-1801	214	39	'	'	PUNCT
cana-1801	214	40	varies	vary	VERB
cana-1801	214	41	depending	depend	VERB
cana-1801	214	42	on	on	ADP
cana-1801	214	43	the	the	DET
cana-1801	214	44	total	total	ADJ
cana-1801	214	45	number	number	NOUN
cana-1801	214	46	of	of	ADP
cana-1801	214	47	individuals	individual	NOUN
cana-1801	214	48	considered	consider	VERB
cana-1801	214	49	into	into	ADP
cana-1801	214	50	consideration	consideration	NOUN
cana-1801	214	51	throughout	throughout	ADP
cana-1801	214	52	simulated	simulated	ADJ
cana-1801	214	53	'	'	PUNCT
cana-1801	214	54	p_i	p_i	NOUN
cana-1801	214	55	'	'	PUNCT
cana-1801	214	56	and	and	CCONJ
cana-1801	214	57	the	the	DET
cana-1801	214	58	amount	amount	NOUN
cana-1801	214	59	of	of	ADP
cana-1801	214	60	time	time	NOUN
cana-1801	214	61	used	use	VERB
cana-1801	214	62	to	to	PART
cana-1801	214	63	preserve	preserve	VERB
cana-1801	214	64	anonymity	anonymity	NOUN
cana-1801	214	65	"	"	PUNCT
cana-1801	214	66	time	time	NOUN
cana-1801	215	1	[	[	X
cana-1801	215	2	pp	pp	X
cana-1801	215	3	]	]	X
cana-1801	215	4	'	'	PUNCT
cana-1801	215	5	.	.	PUNCT
cana-1801	216	1	milliseconds	millisecond	NOUN
cana-1801	216	2	of	of	ADP
cana-1801	216	3	(	(	PUNCT
cana-1801	216	4	ms	ms	NOUN
cana-1801	216	5	)	)	PUNCT
cana-1801	216	6	are	be	AUX
cana-1801	216	7	employed	employ	VERB
cana-1801	216	8	because	because	SCONJ
cana-1801	216	9	a	a	DET
cana-1801	216	10	measure	measure	NOUN
cana-1801	216	11	of	of	ADP
cana-1801	216	12	measurements	measurement	NOUN
cana-1801	216	13	.	.	PUNCT
cana-1801	217	1	accuracy	accuracy	NOUN
cana-1801	217	2	evaluation	evaluation	NOUN
cana-1801	217	3	the	the	DET
cana-1801	217	4	accurateness	accurateness	NOUN
cana-1801	217	5	of	of	ADP
cana-1801	217	6	quasi	quasi	NOUN
cana-1801	217	7	-	-	NOUN
cana-1801	217	8	identifiers	identifier	NOUN
cana-1801	217	9	needs	need	VERB
cana-1801	217	10	to	to	PART
cana-1801	217	11	be	be	AUX
cana-1801	217	12	preserved	preserve	VERB
cana-1801	217	13	,	,	PUNCT
cana-1801	217	14	and	and	CCONJ
cana-1801	217	15	this	this	PRON
cana-1801	217	16	is	be	AUX
cana-1801	217	17	an	an	DET
cana-1801	217	18	essential	essential	ADJ
cana-1801	217	19	concern	concern	NOUN
cana-1801	217	20	for	for	ADP
cana-1801	217	21	ensuring	ensure	VERB
cana-1801	217	22	the	the	DET
cana-1801	217	23	confidentiality	confidentiality	NOUN
cana-1801	217	24	of	of	ADP
cana-1801	217	25	enormous	enormous	ADJ
cana-1801	217	26	medical	medical	ADJ
cana-1801	217	27	records	record	NOUN
cana-1801	217	28	.	.	PUNCT
cana-1801	218	1	in	in	ADP
cana-1801	218	2	another	another	DET
cana-1801	218	3	word	word	NOUN
cana-1801	218	4	,	,	PUNCT
cana-1801	218	5	the	the	DET
cana-1801	218	6	degree	degree	NOUN
cana-1801	218	7	of	of	ADP
cana-1801	218	8	precision	precision	NOUN
cana-1801	218	9	in	in	ADP
cana-1801	218	10	this	this	DET
cana-1801	218	11	particular	particular	ADJ
cana-1801	218	12	instance	instance	NOUN
cana-1801	218	13	pertains	pertain	VERB
cana-1801	218	14	to	to	ADP
cana-1801	218	15	the	the	DET
cana-1801	218	16	extent	extent	NOUN
cana-1801	218	17	to	to	PART
cana-1801	218	18	which	which	PRON
cana-1801	218	19	personally	personally	ADV
cana-1801	218	20	identifiable	identifiable	ADJ
cana-1801	218	21	information	information	NOUN
cana-1801	218	22	is	be	AUX
cana-1801	218	23	maintained	maintain	VERB
cana-1801	218	24	safe	safe	ADJ
cana-1801	218	25	throughout	throughout	ADP
cana-1801	218	26	the	the	DET
cana-1801	218	27	preserving	preserve	VERB
cana-1801	218	28	confidentiality	confidentiality	NOUN
cana-1801	218	29	employing	employing	NOUN
cana-1801	218	30	of	of	ADP
cana-1801	218	31	quasi	quasi	ADJ
cana-1801	218	32	-	-	ADJ
cana-1801	218	33	identifiers	identifier	NOUN
cana-1801	218	34	method	method	NOUN
cana-1801	218	35	.	.	PUNCT
cana-1801	219	1	the	the	DET
cana-1801	219	2	equation	equation	NOUN
cana-1801	219	3	expressing	express	VERB
cana-1801	219	4	the	the	DET
cana-1801	219	5	value	value	NOUN
cana-1801	219	6	of	of	ADP
cana-1801	219	7	an	an	DET
cana-1801	219	8	accurate	accurate	ADJ
cana-1801	219	9	measurement	measurement	NOUN
cana-1801	219	10	is	be	AUX
cana-1801	219	11	given	give	VERB
cana-1801	219	12	below	below	ADV
cana-1801	219	13	.	.	PUNCT
cana-1801	220	1	𝐴	𝐴	PROPN
cana-1801	220	2	=	=	PUNCT
cana-1801	220	3	∑	∑	PUNCT
cana-1801	220	4	𝑃𝐴𝑃	𝑃𝐴𝑃	PROPN
cana-1801	220	5	𝑃𝑖	𝑃𝑖	ADP
cana-1801	220	6	𝑛	𝑛	DET
cana-1801	220	7	𝑖=1	𝑖=1	PROPN
cana-1801	220	8	∗	∗	NOUN
cana-1801	220	9	100	100	NUM
cana-1801	220	10	(	(	PUNCT
cana-1801	220	11	12	12	NUM
cana-1801	220	12	)	)	PUNCT
cana-1801	220	13	using	use	VERB
cana-1801	220	14	the	the	DET
cana-1801	220	15	equation	equation	NOUN
cana-1801	220	16	mentioned	mention	VERB
cana-1801	220	17	above	above	ADV
cana-1801	220	18	(	(	PUNCT
cana-1801	220	19	12	12	NUM
cana-1801	220	20	)	)	PUNCT
cana-1801	220	21	,	,	PUNCT
cana-1801	220	22	the	the	DET
cana-1801	220	23	degree	degree	NOUN
cana-1801	220	24	of	of	ADP
cana-1801	220	25	accuracy	accuracy	NOUN
cana-1801	220	26	'	'	PUNCT
cana-1801	220	27	a	a	PRON
cana-1801	220	28	'	'	PUNCT
cana-1801	220	29	can	can	AUX
cana-1801	220	30	be	be	AUX
cana-1801	220	31	determined	determine	VERB
cana-1801	220	32	by	by	ADP
cana-1801	220	33	considering	consider	VERB
cana-1801	220	34	the	the	DET
cana-1801	220	35	total	total	ADJ
cana-1801	220	36	number	number	NOUN
cana-1801	220	37	of	of	ADP
cana-1801	220	38	patients	patient	NOUN
cana-1801	220	39	brought	bring	VERB
cana-1801	220	40	into	into	ADP
cana-1801	220	41	consideration	consideration	NOUN
cana-1801	220	42	for	for	ADP
cana-1801	220	43	the	the	DET
cana-1801	220	44	model	model	NOUN
cana-1801	220	45	'	'	PUNCT
cana-1801	220	46	p_i	p_i	PROPN
cana-1801	220	47	'	'	PUNCT
cana-1801	220	48	with	with	ADP
cana-1801	220	49	the	the	DET
cana-1801	220	50	level	level	NOUN
cana-1801	220	51	of	of	ADP
cana-1801	220	52	accuracy	accuracy	NOUN
cana-1801	220	53	of	of	ADP
cana-1801	220	54	the	the	DET
cana-1801	220	55	patient	patient	NOUN
cana-1801	220	56	's	's	PART
cana-1801	220	57	dataset	dataset	NOUN
cana-1801	220	58	maintained	maintain	VERB
cana-1801	220	59	'	'	PUNCT
cana-1801	220	60	p_ap	p_ap	NOUN
cana-1801	220	61	'	'	PUNCT
cana-1801	220	62	.	.	PUNCT
cana-1801	221	1	subsequently	subsequently	ADV
cana-1801	221	2	is	be	AUX
cana-1801	221	3	determined	determine	VERB
cana-1801	221	4	in	in	ADP
cana-1801	221	5	percent	percent	NOUN
cana-1801	221	6	(	(	PUNCT
cana-1801	221	7	%	%	INTJ
cana-1801	221	8	)	)	PUNCT
cana-1801	221	9	terms	term	NOUN
cana-1801	221	10	.	.	PUNCT
cana-1801	222	1	4.1.2	4.1.2	NUM
cana-1801	222	2	information	information	NOUN
cana-1801	222	3	loss	loss	NOUN
cana-1801	222	4	evaluation	evaluation	NOUN
cana-1801	222	5	ultimately	ultimately	ADV
cana-1801	222	6	,	,	PUNCT
cana-1801	222	7	significant	significant	ADJ
cana-1801	222	8	details	detail	NOUN
cana-1801	222	9	have	have	AUX
cana-1801	222	10	been	be	AUX
cana-1801	222	11	stated	state	VERB
cana-1801	222	12	that	that	SCONJ
cana-1801	222	13	may	may	AUX
cana-1801	222	14	have	have	AUX
cana-1801	222	15	been	be	AUX
cana-1801	222	16	misplaced	misplace	VERB
cana-1801	222	17	in	in	ADP
cana-1801	222	18	the	the	DET
cana-1801	222	19	endeavour	endeavour	NOUN
cana-1801	222	20	preserving	preserve	VERB
cana-1801	222	21	the	the	DET
cana-1801	222	22	anonymity	anonymity	NOUN
cana-1801	222	23	of	of	ADP
cana-1801	222	24	large	large	ADJ
cana-1801	222	25	-	-	PUNCT
cana-1801	222	26	scale	scale	NOUN
cana-1801	222	27	health	health	NOUN
cana-1801	222	28	care	care	NOUN
cana-1801	222	29	data	datum	NOUN
cana-1801	222	30	.	.	PUNCT
cana-1801	223	1	in	in	ADP
cana-1801	223	2	the	the	DET
cana-1801	223	3	sense	sense	NOUN
cana-1801	223	4	that	that	SCONJ
cana-1801	223	5	a	a	DET
cana-1801	223	6	larger	large	ADJ
cana-1801	223	7	quantity	quantity	NOUN
cana-1801	223	8	of	of	ADP
cana-1801	223	9	data	datum	NOUN
cana-1801	223	10	is	be	AUX
cana-1801	223	11	preserved	preserve	VERB
cana-1801	223	12	,	,	PUNCT
cana-1801	223	13	the	the	DET
cana-1801	223	14	risk	risk	NOUN
cana-1801	223	15	of	of	ADP
cana-1801	223	16	loss	loss	NOUN
cana-1801	223	17	ought	ought	AUX
cana-1801	223	18	to	to	PART
cana-1801	223	19	be	be	AUX
cana-1801	223	20	minimised	minimise	VERB
cana-1801	223	21	.	.	PUNCT
cana-1801	224	1	the	the	DET
cana-1801	224	2	resulting	result	VERB
cana-1801	224	3	table	table	NOUN
cana-1801	224	4	contains	contain	VERB
cana-1801	224	5	an	an	DET
cana-1801	224	6	equation	equation	NOUN
cana-1801	224	7	-	-	PUNCT
cana-1801	224	8	based	base	VERB
cana-1801	224	9	assessment	assessment	NOUN
cana-1801	224	10	of	of	ADP
cana-1801	224	11	the	the	DET
cana-1801	224	12	data	datum	NOUN
cana-1801	224	13	loss	loss	NOUN
cana-1801	224	14	.	.	PUNCT
cana-1801	225	1	𝐼𝐿	𝐼𝐿	PROPN
cana-1801	225	2	=	=	PUNCT
cana-1801	225	3	∑	∑	PUNCT
cana-1801	225	4	𝑃𝑑𝑐	𝑃𝑑𝑐	PROPN
cana-1801	225	5	𝑃𝑖	𝑃𝑖	PROPN
cana-1801	225	6	𝑛	𝑛	PRON
cana-1801	225	7	𝑖=1	𝑖=1	PROPN
cana-1801	225	8	∗	∗	NOUN
cana-1801	225	9	100	100	NUM
cana-1801	225	10	(	(	PUNCT
cana-1801	225	11	13	13	NUM
cana-1801	225	12	)	)	PUNCT
cana-1801	225	13	the	the	DET
cana-1801	225	14	degree	degree	NOUN
cana-1801	225	15	of	of	ADP
cana-1801	225	16	data	datum	NOUN
cana-1801	225	17	loss	loss	NOUN
cana-1801	225	18	(	(	PUNCT
cana-1801	225	19	il	il	PROPN
cana-1801	225	20	)	)	PUNCT
cana-1801	225	21	can	can	AUX
cana-1801	225	22	be	be	AUX
cana-1801	225	23	calculated	calculate	VERB
cana-1801	225	24	by	by	ADP
cana-1801	225	25	the	the	DET
cana-1801	225	26	quantity	quantity	NOUN
cana-1801	225	27	of	of	ADP
cana-1801	225	28	individuals	individual	NOUN
cana-1801	225	29	who	who	PRON
cana-1801	225	30	were	be	AUX
cana-1801	225	31	considered	consider	VERB
cana-1801	225	32	into	into	ADP
cana-1801	225	33	consideration	consideration	NOUN
cana-1801	225	34	during	during	ADP
cana-1801	225	35	the	the	DET
cana-1801	225	36	simulated	simulated	ADJ
cana-1801	225	37	event	event	NOUN
cana-1801	225	38	(	(	PUNCT
cana-1801	225	39	p_i	p_i	PROPN
cana-1801	225	40	)	)	PUNCT
cana-1801	225	41	with	with	ADP
cana-1801	225	42	the	the	DET
cana-1801	225	43	number	number	NOUN
cana-1801	225	44	of	of	ADP
cana-1801	225	45	records	record	NOUN
cana-1801	225	46	pertaining	pertain	VERB
cana-1801	225	47	to	to	ADP
cana-1801	225	48	patients	patient	NOUN
cana-1801	225	49	that	that	PRON
cana-1801	225	50	were	be	AUX
cana-1801	225	51	compromised	compromise	VERB
cana-1801	225	52	and	and	CCONJ
cana-1801	225	53	breached	breach	VERB
cana-1801	225	54	(	(	PUNCT
cana-1801	225	55	p_dc	p_dc	PROPN
cana-1801	225	56	)	)	PUNCT
cana-1801	225	57	throughout	throughout	ADP
cana-1801	225	58	the	the	DET
cana-1801	225	59	protection	protection	NOUN
cana-1801	225	60	of	of	ADP
cana-1801	225	61	privacy	privacy	NOUN
cana-1801	225	62	(	(	PUNCT
cana-1801	225	63	13	13	NUM
cana-1801	225	64	)	)	PUNCT
cana-1801	225	65	.	.	PUNCT
cana-1801	226	1	it	it	PRON
cana-1801	226	2	is	be	AUX
cana-1801	226	3	stated	state	VERB
cana-1801	226	4	in	in	ADP
cana-1801	226	5	percentage	percentage	NOUN
cana-1801	226	6	(	(	PUNCT
cana-1801	226	7	%	%	INTJ
cana-1801	226	8	)	)	PUNCT
cana-1801	226	9	terms	term	NOUN
cana-1801	226	10	.	.	PUNCT
cana-1801	227	1	discussion	discussion	NOUN
cana-1801	227	2	the	the	DET
cana-1801	227	3	significance	significance	NOUN
cana-1801	227	4	associated	associate	VERB
cana-1801	227	5	with	with	ADP
cana-1801	227	6	the	the	DET
cana-1801	227	7	recommended	recommend	VERB
cana-1801	227	8	approach	approach	NOUN
cana-1801	227	9	distinct	distinct	ADJ
cana-1801	227	10	contextual	contextual	ADJ
cana-1801	227	11	sensitive	sensitive	ADJ
cana-1801	227	12	and	and	CCONJ
cana-1801	227	13	hellinger	hellinger	ADJ
cana-1801	227	14	convolutional	convolutional	ADJ
cana-1801	227	15	learning	learning	NOUN
cana-1801	227	16	(	(	PUNCT
cana-1801	227	17	dcs	dcs	PROPN
cana-1801	227	18	-	-	PUNCT
cana-1801	227	19	hcl	hcl	PROPN
cana-1801	227	20	)	)	PUNCT
cana-1801	227	21	is	be	AUX
cana-1801	227	22	examined	examine	VERB
cana-1801	227	23	in	in	ADP
cana-1801	227	24	the	the	DET
cana-1801	227	25	following	follow	VERB
cana-1801	227	26	subsection	subsection	NOUN
cana-1801	227	27	using	use	VERB
cana-1801	227	28	the	the	DET
cana-1801	227	29	data	datum	NOUN
cana-1801	227	30	from	from	ADP
cana-1801	227	31	the	the	DET
cana-1801	227	32	diabetes	diabetes	NOUN
cana-1801	227	33	130	130	NUM
cana-1801	227	34	-	-	PUNCT
cana-1801	227	35	us	we	PRON
cana-1801	227	36	healthcare	healthcare	PROPN
cana-1801	227	37	facilities	facility	NOUN
cana-1801	227	38	dataset	dataset	VERB
cana-1801	227	39	.	.	PUNCT
cana-1801	228	1	the	the	DET
cana-1801	228	2	effectiveness	effectiveness	NOUN
cana-1801	228	3	of	of	ADP
cana-1801	228	4	private	private	ADJ
cana-1801	228	5	data	datum	NOUN
cana-1801	228	6	the	the	DET
cana-1801	228	7	preservation	preservation	NOUN
cana-1801	228	8	in	in	ADP
cana-1801	228	9	the	the	DET
cana-1801	228	10	approach	approach	NOUN
cana-1801	228	11	we	we	PRON
cana-1801	228	12	developed	develop	VERB
cana-1801	228	13	was	be	AUX
cana-1801	228	14	subsequently	subsequently	ADV
cana-1801	228	15	evaluated	evaluate	VERB
cana-1801	228	16	against	against	ADP
cana-1801	228	17	the	the	DET
cana-1801	228	18	fact	fact	NOUN
cana-1801	228	19	that	that	SCONJ
cana-1801	228	20	provided	provide	VERB
cana-1801	228	21	communications	communication	NOUN
cana-1801	228	22	on	on	ADP
cana-1801	228	23	applied	apply	VERB
cana-1801	228	24	nonlinear	nonlinear	ADJ
cana-1801	228	25	analysis	analysis	NOUN
cana-1801	228	26	issn	issn	NOUN
cana-1801	228	27	:	:	PUNCT
cana-1801	228	28	1074	1074	NUM
cana-1801	228	29	-	-	PUNCT
cana-1801	228	30	133x	133x	NUM
cana-1801	228	31	vol	vol	NOUN
cana-1801	228	32	32	32	NUM
cana-1801	228	33	no	no	NOUN
cana-1801	228	34	.	.	NOUN
cana-1801	228	35	2	2	NUM
cana-1801	228	36	(	(	PUNCT
cana-1801	228	37	2025	2025	NUM
cana-1801	228	38	)	)	PUNCT
cana-1801	228	39	527	527	NUM
cana-1801	228	40	https://internationalpubls.com	https://internationalpubls.com	X
cana-1801	228	41	by	by	ADP
cana-1801	228	42	two	two	NUM
cana-1801	228	43	different	different	ADJ
cana-1801	228	44	approaches	approach	NOUN
cana-1801	228	45	,	,	PUNCT
cana-1801	228	46	including	include	VERB
cana-1801	228	47	the	the	DET
cana-1801	228	48	equivalent	equivalent	ADJ
cana-1801	228	49	classes	class	NOUN
cana-1801	228	50	alongside	alongside	ADP
cana-1801	228	51	cuckoo	cuckoo	NOUN
cana-1801	228	52	filter	filter	NOUN
cana-1801	228	53	(	(	PUNCT
cana-1801	228	54	encc	encc	NOUN
cana-1801	228	55	)	)	PUNCT
cana-1801	229	1	[	[	X
cana-1801	229	2	1	1	X
cana-1801	229	3	]	]	PUNCT
cana-1801	229	4	and	and	CCONJ
cana-1801	229	5	its	its	PRON
cana-1801	229	6	combined	combined	ADJ
cana-1801	229	7	anonymity	anonymity	NOUN
cana-1801	229	8	and	and	CCONJ
cana-1801	229	9	the	the	DET
cana-1801	229	10	reconstruction	reconstruction	NOUN
cana-1801	229	11	[	[	X
cana-1801	229	12	2	2	NUM
cana-1801	229	13	]	]	PUNCT
cana-1801	229	14	,	,	PUNCT
cana-1801	229	15	employing	employ	VERB
cana-1801	229	16	all	all	PRON
cana-1801	229	17	three	three	NUM
cana-1801	229	18	frequently	frequently	ADV
cana-1801	229	19	employed	employ	VERB
cana-1801	229	20	assessment	assessment	NOUN
cana-1801	229	21	metrics	metric	NOUN
cana-1801	229	22	:	:	PUNCT
cana-1801	229	23	execution	execution	NOUN
cana-1801	229	24	time	time	NOUN
cana-1801	229	25	,	,	PUNCT
cana-1801	229	26	preciseness	preciseness	NOUN
cana-1801	229	27	,	,	PUNCT
cana-1801	229	28	alongside	alongside	ADP
cana-1801	229	29	data	datum	NOUN
cana-1801	229	30	loss	loss	NOUN
cana-1801	229	31	.	.	PUNCT
cana-1801	230	1	4.1.3	4.1.3	NUM
cana-1801	230	2	performance	performance	NOUN
cana-1801	230	3	measure	measure	NOUN
cana-1801	230	4	of	of	ADP
cana-1801	230	5	run	run	NOUN
cana-1801	230	6	time	time	NOUN
cana-1801	230	7	the	the	DET
cana-1801	230	8	actual	actual	ADJ
cana-1801	230	9	run	run	ADJ
cana-1801	230	10	-	-	PUNCT
cana-1801	230	11	time	time	NOUN
cana-1801	230	12	evaluation	evaluation	NOUN
cana-1801	230	13	of	of	ADP
cana-1801	230	14	efficiency	efficiency	NOUN
cana-1801	230	15	must	must	AUX
cana-1801	230	16	be	be	AUX
cana-1801	230	17	performed	perform	VERB
cana-1801	230	18	first	first	ADV
cana-1801	230	19	.	.	PUNCT
cana-1801	231	1	considering	consider	VERB
cana-1801	231	2	10	10	NUM
cana-1801	231	3	different	different	ADJ
cana-1801	231	4	combinations	combination	NOUN
cana-1801	231	5	using	use	VERB
cana-1801	231	6	"	"	PUNCT
cana-1801	231	7	p	p	NOUN
cana-1801	231	8	,	,	PUNCT
cana-1801	231	9	"	"	PUNCT
cana-1801	231	10	table	table	NOUN
cana-1801	231	11	1	1	NUM
cana-1801	231	12	compared	compare	VERB
cana-1801	231	13	the	the	DET
cana-1801	231	14	recommended	recommend	VERB
cana-1801	231	15	dcs	dcs	PROPN
cana-1801	231	16	-	-	PUNCT
cana-1801	231	17	hcl	hcl	PROPN
cana-1801	231	18	's	's	PART
cana-1801	231	19	execution	execution	NOUN
cana-1801	231	20	times	time	NOUN
cana-1801	231	21	with	with	ADP
cana-1801	231	22	those	those	PRON
cana-1801	231	23	of	of	ADP
cana-1801	231	24	the	the	DET
cana-1801	231	25	two	two	NUM
cana-1801	231	26	currently	currently	ADV
cana-1801	231	27	employed	employ	VERB
cana-1801	231	28	techniques	technique	NOUN
cana-1801	231	29	,	,	PUNCT
cana-1801	231	30	encc	encc	VERB
cana-1801	231	31	[	[	X
cana-1801	231	32	1	1	NUM
cana-1801	231	33	]	]	PUNCT
cana-1801	231	34	as	as	ADV
cana-1801	231	35	well	well	ADV
cana-1801	231	36	as	as	ADP
cana-1801	231	37	combined	combine	VERB
cana-1801	231	38	anonymity	anonymity	NOUN
cana-1801	231	39	and	and	CCONJ
cana-1801	231	40	reconstructing	reconstruct	VERB
cana-1801	231	41	[	[	X
cana-1801	231	42	2	2	NUM
cana-1801	231	43	]	]	PUNCT
cana-1801	231	44	.	.	PUNCT
cana-1801	232	1	those	those	PRON
cana-1801	232	2	represent	represent	VERB
cana-1801	232	3	the	the	DET
cana-1801	232	4	median	median	ADJ
cana-1801	232	5	findings	finding	NOUN
cana-1801	232	6	.	.	PUNCT
cana-1801	233	1	in	in	ADP
cana-1801	233	2	order	order	NOUN
cana-1801	233	3	to	to	PART
cana-1801	233	4	accommodate	accommodate	VERB
cana-1801	233	5	the	the	DET
cana-1801	233	6	increase	increase	NOUN
cana-1801	233	7	in	in	ADP
cana-1801	233	8	records	record	NOUN
cana-1801	233	9	and	and	CCONJ
cana-1801	233	10	the	the	DET
cana-1801	233	11	corresponding	corresponding	ADJ
cana-1801	233	12	equivalent	equivalent	ADJ
cana-1801	233	13	quasi	quasi	NOUN
cana-1801	233	14	-	-	NOUN
cana-1801	233	15	identifiers	identifier	NOUN
cana-1801	233	16	,	,	PUNCT
cana-1801	233	17	an	an	DET
cana-1801	233	18	increase	increase	NOUN
cana-1801	233	19	in	in	ADP
cana-1801	233	20	"	"	PUNCT
cana-1801	233	21	p	p	NOUN
cana-1801	233	22	"	"	PUNCT
cana-1801	233	23	quantity	quantity	NOUN
cana-1801	233	24	expands	expand	VERB
cana-1801	233	25	the	the	DET
cana-1801	233	26	duration	duration	NOUN
cana-1801	233	27	of	of	ADP
cana-1801	233	28	run	run	NOUN
cana-1801	233	29	times	time	NOUN
cana-1801	233	30	for	for	ADP
cana-1801	233	31	all	all	DET
cana-1801	233	32	three	three	NUM
cana-1801	233	33	approaches	approach	NOUN
cana-1801	233	34	.	.	PUNCT
cana-1801	234	1	since	since	SCONJ
cana-1801	234	2	the	the	DET
cana-1801	234	3	recommended	recommend	VERB
cana-1801	234	4	approach	approach	NOUN
cana-1801	234	5	only	only	ADV
cana-1801	234	6	selects	select	VERB
cana-1801	234	7	the	the	DET
cana-1801	234	8	optimal	optimal	ADJ
cana-1801	234	9	identifier	identifier	NOUN
cana-1801	234	10	to	to	PART
cana-1801	234	11	serve	serve	VERB
cana-1801	234	12	as	as	ADP
cana-1801	234	13	quasi	quasi	NOUN
cana-1801	234	14	-	-	NOUN
cana-1801	234	15	identifiers	identifier	NOUN
cana-1801	234	16	,	,	PUNCT
cana-1801	234	17	the	the	DET
cana-1801	234	18	execution	execution	NOUN
cana-1801	234	19	times	time	NOUN
cana-1801	234	20	associated	associate	VERB
cana-1801	234	21	with	with	ADP
cana-1801	234	22	the	the	DET
cana-1801	234	23	suggested	suggest	VERB
cana-1801	234	24	approach	approach	NOUN
cana-1801	234	25	can	can	AUX
cana-1801	234	26	frequently	frequently	ADV
cana-1801	234	27	be	be	AUX
cana-1801	234	28	less	less	ADV
cana-1801	234	29	compared	compare	VERB
cana-1801	234	30	to	to	ADP
cana-1801	234	31	that	that	PRON
cana-1801	234	32	of	of	ADP
cana-1801	234	33	the	the	DET
cana-1801	234	34	existing	exist	VERB
cana-1801	234	35	methods	method	NOUN
cana-1801	234	36	[	[	X
cana-1801	234	37	1	1	X
cana-1801	234	38	]	]	PUNCT
cana-1801	234	39	and	and	CCONJ
cana-1801	234	40	[	[	X
cana-1801	234	41	2	2	NUM
cana-1801	234	42	]	]	PUNCT
cana-1801	234	43	.	.	PUNCT
cana-1801	235	1	table	table	NOUN
cana-1801	235	2	1	1	NUM
cana-1801	235	3	dcs	dcs	PROPN
cana-1801	235	4	-	-	PUNCT
cana-1801	235	5	hcl	hcl	PROPN
cana-1801	235	6	,	,	PUNCT
cana-1801	235	7	encc	encc	NOUN
cana-1801	235	8	,	,	PUNCT
cana-1801	235	9	and	and	CCONJ
cana-1801	235	10	integrated	integrated	ADJ
cana-1801	235	11	anonymization	anonymization	NOUN
cana-1801	235	12	and	and	CCONJ
cana-1801	235	13	reconstruction	reconstruction	NOUN
cana-1801	235	14	analysis	analysis	NOUN
cana-1801	235	15	runtime	runtime	NOUN
cana-1801	235	16	findings	finding	NOUN
cana-1801	236	1	[	[	X
cana-1801	236	2	1	1	NUM
cana-1801	236	3	]	]	PUNCT
cana-1801	236	4	number	number	NOUN
cana-1801	236	5	of	of	ADP
cana-1801	236	6	patients	patient	NOUN
cana-1801	236	7	run	run	VERB
cana-1801	236	8	time	time	NOUN
cana-1801	236	9	(	(	PUNCT
cana-1801	236	10	ms	ms	PROPN
cana-1801	236	11	)	)	PUNCT
cana-1801	236	12	dcs	dcs	PROPN
cana-1801	236	13	-	-	PUNCT
cana-1801	236	14	hcl	hcl	PROPN
cana-1801	236	15	encc	encc	VERB
cana-1801	236	16	integrated	integrate	VERB
cana-1801	236	17	anonymization	anonymization	NOUN
cana-1801	236	18	and	and	CCONJ
cana-1801	236	19	reconstruction	reconstruction	NOUN
cana-1801	236	20	500	500	NUM
cana-1801	236	21	42.5	42.5	NUM
cana-1801	236	22	57.5	57.5	NUM
cana-1801	236	23	72.5	72.5	NUM
cana-1801	236	24	1000	1000	NUM
cana-1801	236	25	75.35	75.35	NUM
cana-1801	236	26	105.35	105.35	NUM
cana-1801	236	27	125.35	125.35	NUM
cana-1801	236	28	1500	1500	NUM
cana-1801	236	29	90.25	90.25	NUM
cana-1801	236	30	125.45	125.45	NUM
cana-1801	236	31	140.55	140.55	NUM
cana-1801	236	32	2000	2000	NUM
cana-1801	236	33	105.35	105.35	NUM
cana-1801	236	34	140.55	140.55	NUM
cana-1801	236	35	175.55	175.55	NUM
cana-1801	236	36	2500	2500	NUM
cana-1801	236	37	125.45	125.45	NUM
cana-1801	236	38	195.35	195.35	NUM
cana-1801	236	39	225.35	225.35	NUM
cana-1801	236	40	3000	3000	NUM
cana-1801	236	41	140.55	140.55	NUM
cana-1801	236	42	215.25	215.25	NUM
cana-1801	236	43	255.85	255.85	NUM
cana-1801	236	44	3500	3500	NUM
cana-1801	236	45	175.35	175.35	NUM
cana-1801	236	46	225.35	225.35	NUM
cana-1801	236	47	315.55	315.55	NUM
cana-1801	236	48	4000	4000	NUM
cana-1801	236	49	190.15	190.15	NUM
cana-1801	236	50	240.55	240.55	NUM
cana-1801	236	51	335.25	335.25	NUM
cana-1801	236	52	4500	4500	NUM
cana-1801	236	53	200.35	200.35	NUM
cana-1801	236	54	280.15	280.15	NUM
cana-1801	236	55	350.55	350.55	NUM
cana-1801	236	56	5000	5000	NUM
cana-1801	236	57	225.55	225.55	NUM
cana-1801	236	58	315.55	315.55	NUM
cana-1801	236	59	385.55	385.55	NUM
cana-1801	236	60	figure	figure	NOUN
cana-1801	236	61	5	5	NUM
cana-1801	236	62	runtime	runtime	NOUN
cana-1801	236	63	graphically	graphically	ADV
cana-1801	236	64	representation	representation	NOUN
cana-1801	236	65	communications	communication	NOUN
cana-1801	236	66	on	on	ADP
cana-1801	236	67	applied	apply	VERB
cana-1801	236	68	nonlinear	nonlinear	ADJ
cana-1801	236	69	analysis	analysis	NOUN
cana-1801	236	70	issn	issn	NOUN
cana-1801	236	71	:	:	PUNCT
cana-1801	236	72	1074	1074	NUM
cana-1801	236	73	-	-	PUNCT
cana-1801	236	74	133x	133x	NUM
cana-1801	236	75	vol	vol	NOUN
cana-1801	236	76	32	32	NUM
cana-1801	236	77	no	no	NOUN
cana-1801	236	78	.	.	NOUN
cana-1801	236	79	2	2	NUM
cana-1801	236	80	(	(	PUNCT
cana-1801	236	81	2025	2025	NUM
cana-1801	236	82	)	)	PUNCT
cana-1801	236	83	528	528	NUM
cana-1801	236	84	https://internationalpubls.com	https://internationalpubls.com	X
cana-1801	236	85	on	on	ADP
cana-1801	236	86	the	the	DET
cana-1801	236	87	diabetes	diabetes	NOUN
cana-1801	236	88	association	association	NOUN
cana-1801	236	89	's	's	PART
cana-1801	236	90	130	130	NUM
cana-1801	236	91	-	-	PUNCT
cana-1801	236	92	us	we	PRON
cana-1801	236	93	healthcare	healthcare	NOUN
cana-1801	236	94	institutions	institution	NOUN
cana-1801	236	95	dataset	dataset	VERB
cana-1801	236	96	,	,	PUNCT
cana-1801	236	97	the	the	DET
cana-1801	236	98	following	follow	VERB
cana-1801	236	99	figure	figure	NOUN
cana-1801	236	100	demonstrates	demonstrate	VERB
cana-1801	236	101	the	the	DET
cana-1801	236	102	execution	execution	NOUN
cana-1801	236	103	times	time	NOUN
cana-1801	236	104	associated	associate	VERB
cana-1801	236	105	with	with	ADP
cana-1801	236	106	the	the	DET
cana-1801	236	107	hypothesised	hypothesised	ADJ
cana-1801	236	108	dcs	dcs	PROPN
cana-1801	236	109	-	-	ADJ
cana-1801	236	110	hcl	hcl	PROPN
cana-1801	236	111	approach	approach	NOUN
cana-1801	236	112	and	and	CCONJ
cana-1801	236	113	compare	compare	VERB
cana-1801	236	114	the	the	DET
cana-1801	236	115	results	result	NOUN
cana-1801	236	116	with	with	ADP
cana-1801	236	117	both	both	PRON
cana-1801	236	118	of	of	ADP
cana-1801	236	119	the	the	DET
cana-1801	236	120	previously	previously	ADV
cana-1801	236	121	common	common	ADJ
cana-1801	236	122	used	use	VERB
cana-1801	236	123	methods	method	NOUN
cana-1801	236	124	[	[	X
cana-1801	236	125	1	1	NUM
cana-1801	236	126	]	]	PUNCT
cana-1801	236	127	and	and	CCONJ
cana-1801	236	128	[	[	X
cana-1801	236	129	2	2	NUM
cana-1801	236	130	]	]	PUNCT
cana-1801	236	131	.	.	PUNCT
cana-1801	237	1	the	the	DET
cana-1801	237	2	duration	duration	NOUN
cana-1801	237	3	of	of	ADP
cana-1801	237	4	the	the	DET
cana-1801	237	5	process	process	NOUN
cana-1801	237	6	expands	expands	AUX
cana-1801	237	7	exponentially	exponentially	ADV
cana-1801	237	8	increasing	increase	VERB
cana-1801	237	9	the	the	DET
cana-1801	237	10	number	number	NOUN
cana-1801	237	11	of	of	ADP
cana-1801	237	12	individuals	individual	NOUN
cana-1801	237	13	engaged	engage	VERB
cana-1801	237	14	throughout	throughout	ADP
cana-1801	237	15	privacy	privacy	NOUN
cana-1801	237	16	preservation	preservation	NOUN
cana-1801	237	17	,	,	PUNCT
cana-1801	237	18	corresponding	correspond	VERB
cana-1801	237	19	to	to	ADP
cana-1801	237	20	this	this	DET
cana-1801	237	21	figure	figure	NOUN
cana-1801	237	22	.	.	PUNCT
cana-1801	238	1	the	the	DET
cana-1801	238	2	total	total	ADJ
cana-1801	238	3	simulation	simulation	NOUN
cana-1801	238	4	computational	computational	ADJ
cana-1801	238	5	time	time	NOUN
cana-1801	238	6	over	over	ADP
cana-1801	238	7	'	'	NUM
cana-1801	238	8	500	500	NUM
cana-1801	238	9	'	'	PART
cana-1801	238	10	individuals	individual	NOUN
cana-1801	238	11	employing	employ	VERB
cana-1801	238	12	dcs	dcs	PROPN
cana-1801	238	13	-	-	PUNCT
cana-1801	238	14	hcl	hcl	PROPN
cana-1801	238	15	has	have	AUX
cana-1801	238	16	been	be	AUX
cana-1801	238	17	determined	determine	VERB
cana-1801	238	18	to	to	PART
cana-1801	238	19	vary	vary	VERB
cana-1801	238	20	between	between	ADP
cana-1801	238	21	'	'	PUNCT
cana-1801	238	22	42.5ms	42.5ms	NOUN
cana-1801	238	23	'	'	PUNCT
cana-1801	238	24	,	,	PUNCT
cana-1801	238	25	'	'	PUNCT
cana-1801	238	26	57.5ms	57.5ms	X
cana-1801	238	27	'	'	PUNCT
cana-1801	238	28	employing	employ	VERB
cana-1801	238	29	[	[	X
cana-1801	238	30	1	1	NUM
cana-1801	238	31	]	]	PUNCT
cana-1801	238	32	and	and	CCONJ
cana-1801	238	33	'	'	PUNCT
cana-1801	238	34	72.5ms	72.5ms	NOUN
cana-1801	238	35	'	'	PUNCT
cana-1801	238	36	using	use	VERB
cana-1801	238	37	[	[	X
cana-1801	238	38	2	2	NUM
cana-1801	238	39	]	]	PUNCT
cana-1801	238	40	.	.	PUNCT
cana-1801	239	1	the	the	DET
cana-1801	239	2	following	follow	VERB
cana-1801	239	3	was	be	AUX
cana-1801	239	4	calculated	calculate	VERB
cana-1801	239	5	based	base	VERB
cana-1801	239	6	on	on	ADP
cana-1801	239	7	experiments	experiment	NOUN
cana-1801	239	8	carried	carry	VERB
cana-1801	239	9	out	out	ADP
cana-1801	239	10	for	for	ADP
cana-1801	239	11	'	'	NUM
cana-1801	239	12	500	500	NUM
cana-1801	239	13	'	'	PART
cana-1801	239	14	amounts	amount	NOUN
cana-1801	239	15	of	of	ADP
cana-1801	239	16	individuals	individual	NOUN
cana-1801	239	17	for	for	ADP
cana-1801	239	18	preserving	preserve	VERB
cana-1801	239	19	the	the	DET
cana-1801	239	20	anonymity	anonymity	NOUN
cana-1801	239	21	of	of	ADP
cana-1801	239	22	significant	significant	ADJ
cana-1801	239	23	medical	medical	ADJ
cana-1801	239	24	information	information	NOUN
cana-1801	239	25	employing	employ	VERB
cana-1801	239	26	quasi	quasi	ADJ
cana-1801	239	27	identification	identification	NOUN
cana-1801	239	28	numbers	number	NOUN
cana-1801	239	29	,	,	PUNCT
cana-1801	239	30	alongside	alongside	ADP
cana-1801	239	31	the	the	DET
cana-1801	239	32	total	total	ADJ
cana-1801	239	33	amount	amount	NOUN
cana-1801	239	34	of	of	ADP
cana-1801	239	35	time	time	NOUN
cana-1801	239	36	present	present	ADJ
cana-1801	239	37	for	for	ADP
cana-1801	239	38	preserving	preserve	VERB
cana-1801	239	39	a	a	DET
cana-1801	239	40	single	single	ADJ
cana-1801	239	41	patient	patient	NOUN
cana-1801	239	42	having	having	AUX
cana-1801	239	43	been	be	AUX
cana-1801	239	44	'	'	PUNCT
cana-1801	239	45	0.085ms	0.085m	NOUN
cana-1801	239	46	'	'	PUNCT
cana-1801	239	47	.	.	PUNCT
cana-1801	240	1	based	base	VERB
cana-1801	240	2	to	to	ADP
cana-1801	240	3	the	the	DET
cana-1801	240	4	outcomes	outcome	NOUN
cana-1801	240	5	,	,	PUNCT
cana-1801	240	6	dcs	dcs	PROPN
cana-1801	240	7	-	-	PUNCT
cana-1801	240	8	hcl	hcl	PROPN
cana-1801	240	9	was	be	AUX
cana-1801	240	10	demonstrated	demonstrate	VERB
cana-1801	240	11	to	to	PART
cana-1801	240	12	be	be	AUX
cana-1801	240	13	capable	capable	ADJ
cana-1801	240	14	of	of	ADP
cana-1801	240	15	a	a	DET
cana-1801	240	16	duration	duration	NOUN
cana-1801	240	17	of	of	ADP
cana-1801	240	18	operation	operation	NOUN
cana-1801	240	19	which	which	PRON
cana-1801	240	20	was	be	AUX
cana-1801	240	21	far	far	ADV
cana-1801	240	22	shorter	short	ADJ
cana-1801	240	23	as	as	ADP
cana-1801	240	24	[	[	X
cana-1801	240	25	1	1	NUM
cana-1801	240	26	]	]	PUNCT
cana-1801	240	27	and	and	CCONJ
cana-1801	240	28	[	[	X
cana-1801	240	29	2	2	NUM
cana-1801	240	30	]	]	PUNCT
cana-1801	240	31	.	.	PUNCT
cana-1801	241	1	the	the	DET
cana-1801	241	2	adoption	adoption	NOUN
cana-1801	241	3	of	of	ADP
cana-1801	241	4	the	the	DET
cana-1801	241	5	distinct	distinct	ADJ
cana-1801	241	6	impact	impact	NOUN
cana-1801	241	7	contextual	contextual	ADJ
cana-1801	241	8	sensitive	sensitive	ADJ
cana-1801	241	9	hashing	hashing	NOUN
cana-1801	241	10	(	(	PUNCT
cana-1801	241	11	di	di	NOUN
cana-1801	241	12	-	-	PUNCT
cana-1801	241	13	csh	csh	NOUN
cana-1801	241	14	)	)	PUNCT
cana-1801	241	15	approach	approach	NOUN
cana-1801	241	16	subsequently	subsequently	ADV
cana-1801	241	17	led	lead	VERB
cana-1801	241	18	to	to	ADP
cana-1801	241	19	the	the	DET
cana-1801	241	20	improvements	improvement	NOUN
cana-1801	241	21	.	.	PUNCT
cana-1801	242	1	through	through	ADP
cana-1801	242	2	the	the	DET
cana-1801	242	3	use	use	NOUN
cana-1801	242	4	of	of	ADP
cana-1801	242	5	this	this	DET
cana-1801	242	6	method	method	NOUN
cana-1801	242	7	of	of	ADP
cana-1801	242	8	analysis	analysis	NOUN
cana-1801	242	9	,	,	PUNCT
cana-1801	242	10	fundamentally	fundamentally	ADV
cana-1801	242	11	essential	essential	ADJ
cana-1801	242	12	quasi	quasi	ADJ
cana-1801	242	13	features	feature	NOUN
cana-1801	242	14	can	can	AUX
cana-1801	242	15	be	be	AUX
cana-1801	242	16	determined	determine	VERB
cana-1801	242	17	through	through	ADP
cana-1801	242	18	contrasting	contrast	VERB
cana-1801	242	19	the	the	DET
cana-1801	242	20	hash	hash	NOUN
cana-1801	242	21	function	function	NOUN
cana-1801	242	22	values	value	NOUN
cana-1801	242	23	of	of	ADP
cana-1801	242	24	associated	associated	ADJ
cana-1801	242	25	qi	qi	PROPN
cana-1801	242	26	-	-	PUNCT
cana-1801	242	27	classes	class	NOUN
cana-1801	242	28	with	with	ADP
cana-1801	242	29	those	those	PRON
cana-1801	242	30	of	of	ADP
cana-1801	242	31	qi	qi	NOUN
cana-1801	242	32	-	-	PUNCT
cana-1801	242	33	classes	class	NOUN
cana-1801	242	34	that	that	PRON
cana-1801	242	35	have	have	AUX
cana-1801	242	36	been	be	AUX
cana-1801	242	37	mapping	map	VERB
cana-1801	242	38	randomly	randomly	ADV
cana-1801	242	39	.	.	PUNCT
cana-1801	243	1	the	the	DET
cana-1801	243	2	result	result	NOUN
cana-1801	243	3	minimises	minimise	VERB
cana-1801	243	4	the	the	DET
cana-1801	243	5	amount	amount	NOUN
cana-1801	243	6	of	of	ADP
cana-1801	243	7	cpu	cpu	NOUN
cana-1801	243	8	time	time	NOUN
cana-1801	243	9	expected	expect	VERB
cana-1801	243	10	for	for	ADP
cana-1801	243	11	preserving	preserve	VERB
cana-1801	243	12	the	the	DET
cana-1801	243	13	anonymity	anonymity	NOUN
cana-1801	243	14	of	of	ADP
cana-1801	243	15	enormous	enormous	ADJ
cana-1801	243	16	health	health	NOUN
cana-1801	243	17	care	care	NOUN
cana-1801	243	18	information	information	NOUN
cana-1801	243	19	with	with	ADP
cana-1801	243	20	dcs	dcs	PROPN
cana-1801	243	21	-	-	PUNCT
cana-1801	243	22	hcl	hcl	PROPN
cana-1801	243	23	to	to	ADP
cana-1801	243	24	less	less	ADJ
cana-1801	243	25	over	over	ADP
cana-1801	243	26	28	28	NUM
cana-1801	243	27	%	%	NOUN
cana-1801	243	28	when	when	SCONJ
cana-1801	243	29	compared	compare	VERB
cana-1801	243	30	with	with	ADP
cana-1801	243	31	[	[	X
cana-1801	243	32	1	1	NUM
cana-1801	243	33	]	]	PUNCT
cana-1801	243	34	and	and	CCONJ
cana-1801	243	35	42	42	NUM
cana-1801	243	36	%	%	NOUN
cana-1801	243	37	compared	compare	VERB
cana-1801	243	38	to	to	ADP
cana-1801	243	39	[	[	X
cana-1801	243	40	2	2	NUM
cana-1801	243	41	]	]	PUNCT
cana-1801	243	42	,	,	PUNCT
cana-1801	243	43	correspondingly	correspondingly	ADV
cana-1801	243	44	.	.	PUNCT
cana-1801	244	1	performance	performance	NOUN
cana-1801	244	2	measure	measure	NOUN
cana-1801	244	3	of	of	ADP
cana-1801	244	4	accuracy	accuracy	NOUN
cana-1801	244	5	consistency	consistency	NOUN
cana-1801	244	6	metric	metric	NOUN
cana-1801	244	7	on	on	ADP
cana-1801	244	8	responsiveness	responsiveness	NOUN
cana-1801	244	9	and	and	CCONJ
cana-1801	244	10	the	the	DET
cana-1801	244	11	functional	functional	ADJ
cana-1801	244	12	analysis	analysis	NOUN
cana-1801	244	13	of	of	ADP
cana-1801	244	14	correctness	correctness	NOUN
cana-1801	244	15	will	will	AUX
cana-1801	244	16	be	be	AUX
cana-1801	244	17	looked	look	VERB
cana-1801	244	18	in	in	ADP
cana-1801	244	19	immediately	immediately	ADV
cana-1801	244	20	.	.	PUNCT
cana-1801	245	1	likewise	likewise	ADV
cana-1801	245	2	employing	employ	VERB
cana-1801	245	3	10	10	NUM
cana-1801	245	4	different	different	ADJ
cana-1801	245	5	combinations	combination	NOUN
cana-1801	245	6	of	of	ADP
cana-1801	245	7	"	"	PUNCT
cana-1801	245	8	p	p	NOUN
cana-1801	245	9	,	,	PUNCT
cana-1801	245	10	"	"	PUNCT
cana-1801	245	11	findings	finding	NOUN
cana-1801	245	12	were	be	AUX
cana-1801	245	13	conducted	conduct	VERB
cana-1801	245	14	to	to	PART
cana-1801	245	15	compare	compare	VERB
cana-1801	245	16	the	the	DET
cana-1801	245	17	proposed	propose	VERB
cana-1801	245	18	dcs	dcs	PROPN
cana-1801	245	19	-	-	PUNCT
cana-1801	245	20	hcl	hcl	PROPN
cana-1801	245	21	's	's	PART
cana-1801	245	22	accuracy	accuracy	NOUN
cana-1801	245	23	with	with	ADP
cana-1801	245	24	the	the	DET
cana-1801	245	25	results	result	NOUN
cana-1801	245	26	of	of	ADP
cana-1801	245	27	current	current	ADJ
cana-1801	245	28	techniques	technique	NOUN
cana-1801	245	29	,	,	PUNCT
cana-1801	245	30	encc	encc	VERB
cana-1801	245	31	[	[	X
cana-1801	245	32	1	1	NUM
cana-1801	245	33	]	]	PUNCT
cana-1801	245	34	and	and	CCONJ
cana-1801	245	35	its	its	PRON
cana-1801	245	36	combined	combined	ADJ
cana-1801	245	37	confidentiality	confidentiality	NOUN
cana-1801	245	38	and	and	CCONJ
cana-1801	245	39	reconstructions	reconstruction	NOUN
cana-1801	245	40	[	[	X
cana-1801	245	41	2	2	NUM
cana-1801	245	42	]	]	PUNCT
cana-1801	245	43	.	.	PUNCT
cana-1801	246	1	at	at	ADP
cana-1801	246	2	table	table	NOUN
cana-1801	246	3	2	2	NUM
cana-1801	246	4	,	,	PUNCT
cana-1801	246	5	outcomes	outcome	NOUN
cana-1801	246	6	are	be	AUX
cana-1801	246	7	presented	present	VERB
cana-1801	246	8	.	.	PUNCT
cana-1801	247	1	the	the	DET
cana-1801	247	2	results	result	NOUN
cana-1801	247	3	of	of	ADP
cana-1801	247	4	this	this	DET
cana-1801	247	5	study	study	NOUN
cana-1801	247	6	demonstrate	demonstrate	VERB
cana-1801	247	7	that	that	SCONJ
cana-1801	247	8	the	the	DET
cana-1801	247	9	preciseness	preciseness	NOUN
cana-1801	247	10	metrics	metric	NOUN
cana-1801	247	11	for	for	ADP
cana-1801	247	12	each	each	PRON
cana-1801	247	13	of	of	ADP
cana-1801	247	14	the	the	DET
cana-1801	247	15	three	three	NUM
cana-1801	247	16	methods	method	NOUN
cana-1801	247	17	fall	fall	VERB
cana-1801	247	18	since	since	SCONJ
cana-1801	247	19	when	when	SCONJ
cana-1801	247	20	'	'	PUNCT
cana-1801	247	21	p	p	NOUN
cana-1801	247	22	'	'	PUNCT
cana-1801	247	23	factor	factor	NOUN
cana-1801	247	24	is	be	AUX
cana-1801	247	25	elevated	elevate	VERB
cana-1801	247	26	.	.	PUNCT
cana-1801	248	1	by	by	ADP
cana-1801	248	2	minimizing	minimize	VERB
cana-1801	248	3	the	the	DET
cana-1801	248	4	loss	loss	NOUN
cana-1801	248	5	of	of	ADP
cana-1801	248	6	data	datum	NOUN
cana-1801	248	7	by	by	ADP
cana-1801	248	8	means	mean	NOUN
cana-1801	248	9	of	of	ADP
cana-1801	248	10	proximity	proximity	NOUN
cana-1801	248	11	measuring	measure	VERB
cana-1801	248	12	,	,	PUNCT
cana-1801	248	13	the	the	DET
cana-1801	248	14	suggested	suggest	VERB
cana-1801	248	15	approach	approach	NOUN
cana-1801	248	16	often	often	ADV
cana-1801	248	17	yields	yield	VERB
cana-1801	248	18	results	result	NOUN
cana-1801	248	19	that	that	PRON
cana-1801	248	20	are	be	AUX
cana-1801	248	21	significantly	significantly	ADV
cana-1801	248	22	greater	great	ADJ
cana-1801	248	23	in	in	ADP
cana-1801	248	24	precision	precision	NOUN
cana-1801	248	25	compared	compare	VERB
cana-1801	248	26	with	with	ADP
cana-1801	248	27	the	the	DET
cana-1801	248	28	currently	currently	ADV
cana-1801	248	29	employed	employ	VERB
cana-1801	248	30	privacy	privacy	NOUN
cana-1801	248	31	-	-	PUNCT
cana-1801	248	32	preserving	preserve	VERB
cana-1801	248	33	alternatives	alternative	NOUN
cana-1801	248	34	.	.	PUNCT
cana-1801	249	1	the	the	DET
cana-1801	249	2	present	present	ADJ
cana-1801	249	3	confidentiality	confidentiality	NOUN
cana-1801	249	4	preservation	preservation	NOUN
cana-1801	249	5	methods	method	NOUN
cana-1801	249	6	in	in	ADP
cana-1801	249	7	contrast	contrast	NOUN
cana-1801	249	8	,	,	PUNCT
cana-1801	249	9	fail	fail	VERB
cana-1801	249	10	to	to	PART
cana-1801	249	11	employ	employ	VERB
cana-1801	249	12	the	the	DET
cana-1801	249	13	concept	concept	NOUN
cana-1801	249	14	of	of	ADP
cana-1801	249	15	proximity	proximity	NOUN
cana-1801	249	16	measurement	measurement	NOUN
cana-1801	249	17	in	in	ADP
cana-1801	249	18	order	order	NOUN
cana-1801	249	19	to	to	PART
cana-1801	249	20	handle	handle	VERB
cana-1801	249	21	data	data	NOUN
cana-1801	249	22	loss	loss	NOUN
cana-1801	249	23	therefore	therefore	ADV
cana-1801	249	24	as	as	ADP
cana-1801	249	25	an	an	DET
cana-1801	249	26	outcome	outcome	NOUN
cana-1801	249	27	,	,	PUNCT
cana-1801	249	28	provide	provide	VERB
cana-1801	249	29	considerably	considerably	ADV
cana-1801	249	30	lower	low	ADJ
cana-1801	249	31	accuracy	accuracy	NOUN
cana-1801	249	32	.	.	PUNCT
cana-1801	250	1	table	table	NOUN
cana-1801	250	2	2	2	NUM
cana-1801	250	3	accuracy	accuracy	NOUN
cana-1801	250	4	analysis	analysis	NOUN
cana-1801	250	5	findings	finding	NOUN
cana-1801	250	6	employing	employ	VERB
cana-1801	250	7	integrated	integrate	VERB
cana-1801	250	8	anonymization	anonymization	NOUN
cana-1801	250	9	and	and	CCONJ
cana-1801	250	10	reconstruction	reconstruction	NOUN
cana-1801	251	1	[	[	X
cana-1801	251	2	2	2	NUM
cana-1801	251	3	]	]	PUNCT
cana-1801	251	4	,	,	PUNCT
cana-1801	251	5	dcs	dcs	PROPN
cana-1801	251	6	-	-	PUNCT
cana-1801	251	7	hcl	hcl	PROPN
cana-1801	251	8	,	,	PUNCT
cana-1801	251	9	and	and	CCONJ
cana-1801	251	10	encc	encc	VERB
cana-1801	251	11	[	[	X
cana-1801	251	12	1	1	NUM
cana-1801	251	13	]	]	PUNCT
cana-1801	251	14	number	number	NOUN
cana-1801	251	15	of	of	ADP
cana-1801	251	16	patients	patient	NOUN
cana-1801	251	17	accuracy	accuracy	NOUN
cana-1801	251	18	(	(	PUNCT
cana-1801	251	19	%	%	INTJ
cana-1801	251	20	)	)	PUNCT
cana-1801	251	21	dcs	dcs	PROPN
cana-1801	251	22	-	-	PUNCT
cana-1801	251	23	hcl	hcl	PROPN
cana-1801	251	24	encc	encc	VERB
cana-1801	251	25	integrated	integrate	VERB
cana-1801	251	26	anonymization	anonymization	NOUN
cana-1801	251	27	and	and	CCONJ
cana-1801	251	28	reconstruction	reconstruction	NOUN
cana-1801	252	1	500	500	NUM
cana-1801	252	2	97	97	NUM
cana-1801	252	3	95	95	NUM
cana-1801	252	4	92	92	NUM
cana-1801	252	5	1000	1000	NUM
cana-1801	252	6	96.35	96.35	NUM
cana-1801	252	7	92.15	92.15	NUM
cana-1801	252	8	90.25	90.25	NUM
cana-1801	252	9	1500	1500	NUM
cana-1801	252	10	96.15	96.15	NUM
cana-1801	252	11	90.55	90.55	NUM
cana-1801	252	12	88.35	88.35	NUM
cana-1801	252	13	2000	2000	NUM
cana-1801	252	14	96	96	NUM
cana-1801	252	15	88.35	88.35	NUM
cana-1801	252	16	86.15	86.15	NUM
cana-1801	252	17	2500	2500	NUM
cana-1801	252	18	95	95	NUM
cana-1801	252	19	86.25	86.25	NUM
cana-1801	252	20	84.35	84.35	NUM
cana-1801	252	21	3000	3000	NUM
cana-1801	252	22	94.35	94.35	NUM
cana-1801	252	23	85.15	85.15	NUM
cana-1801	252	24	82.15	82.15	NUM
cana-1801	252	25	communications	communication	NOUN
cana-1801	252	26	on	on	ADP
cana-1801	252	27	applied	apply	VERB
cana-1801	252	28	nonlinear	nonlinear	ADJ
cana-1801	252	29	analysis	analysis	NOUN
cana-1801	252	30	issn	issn	NOUN
cana-1801	252	31	:	:	PUNCT
cana-1801	252	32	1074	1074	NUM
cana-1801	252	33	-	-	PUNCT
cana-1801	252	34	133x	133x	NUM
cana-1801	252	35	vol	vol	NOUN
cana-1801	252	36	32	32	NUM
cana-1801	252	37	no	no	NOUN
cana-1801	252	38	.	.	NOUN
cana-1801	252	39	2	2	NUM
cana-1801	252	40	(	(	PUNCT
cana-1801	252	41	2025	2025	NUM
cana-1801	252	42	)	)	PUNCT
cana-1801	253	1	529	529	NUM
cana-1801	253	2	https://internationalpubls.com	https://internationalpubls.com	X
cana-1801	253	3	3500	3500	NUM
cana-1801	253	4	94.15	94.15	NUM
cana-1801	253	5	84.35	84.35	NUM
cana-1801	253	6	80	80	NUM
cana-1801	253	7	4000	4000	NUM
cana-1801	253	8	94	94	NUM
cana-1801	253	9	82.15	82.15	NUM
cana-1801	253	10	78.85	78.85	NUM
cana-1801	253	11	4500	4500	NUM
cana-1801	253	12	93.25	93.25	NUM
cana-1801	253	13	81.55	81.55	NUM
cana-1801	253	14	75.35	75.35	NUM
cana-1801	253	15	5000	5000	NUM
cana-1801	253	16	92	92	NUM
cana-1801	253	17	80	80	NUM
cana-1801	253	18	75	75	NUM
cana-1801	253	19	figure	figure	NOUN
cana-1801	253	20	6	6	NUM
cana-1801	253	21	graphical	graphical	ADJ
cana-1801	253	22	representation	representation	NOUN
cana-1801	253	23	of	of	ADP
cana-1801	253	24	accuracy	accuracy	NOUN
cana-1801	253	25	the	the	DET
cana-1801	253	26	median	median	ADJ
cana-1801	253	27	precision	precision	NOUN
cana-1801	253	28	results	result	VERB
cana-1801	253	29	for	for	ADP
cana-1801	253	30	each	each	PRON
cana-1801	253	31	of	of	ADP
cana-1801	253	32	the	the	DET
cana-1801	253	33	three	three	NUM
cana-1801	253	34	distinct	distinct	ADJ
cana-1801	253	35	methods	method	NOUN
cana-1801	253	36	,	,	PUNCT
cana-1801	253	37	dcs	dcs	PROPN
cana-1801	253	38	-	-	PUNCT
cana-1801	253	39	hcl	hcl	PROPN
cana-1801	253	40	,	,	PUNCT
cana-1801	253	41	[	[	X
cana-1801	253	42	1	1	NUM
cana-1801	253	43	]	]	PUNCT
cana-1801	253	44	and	and	CCONJ
cana-1801	254	1	[	[	X
cana-1801	254	2	2	2	NUM
cana-1801	254	3	]	]	PUNCT
cana-1801	254	4	,	,	PUNCT
cana-1801	254	5	are	be	AUX
cana-1801	254	6	presented	present	VERB
cana-1801	254	7	as	as	ADP
cana-1801	254	8	figure	figure	NOUN
cana-1801	254	9	6	6	NUM
cana-1801	254	10	above	above	ADV
cana-1801	254	11	.	.	PUNCT
cana-1801	255	1	the	the	DET
cana-1801	255	2	previously	previously	ADV
cana-1801	255	3	shown	show	VERB
cana-1801	255	4	plot	plot	NOUN
cana-1801	255	5	illustrates	illustrate	VERB
cana-1801	255	6	that	that	SCONJ
cana-1801	255	7	because	because	SCONJ
cana-1801	255	8	the	the	DET
cana-1801	255	9	total	total	ADJ
cana-1801	255	10	number	number	NOUN
cana-1801	255	11	of	of	ADP
cana-1801	255	12	individuals	individual	NOUN
cana-1801	255	13	receiving	receive	VERB
cana-1801	255	14	treatment	treatment	NOUN
cana-1801	255	15	grows	grow	VERB
cana-1801	255	16	performance	performance	NOUN
cana-1801	255	17	reduces	reduce	VERB
cana-1801	255	18	because	because	SCONJ
cana-1801	255	19	the	the	DET
cana-1801	255	20	initial	initial	ADJ
cana-1801	255	21	readings	reading	NOUN
cana-1801	255	22	associated	associate	VERB
cana-1801	255	23	with	with	ADP
cana-1801	255	24	qi	qi	PROPN
cana-1801	255	25	have	have	AUX
cana-1801	255	26	not	not	PART
cana-1801	255	27	been	be	AUX
cana-1801	255	28	altered	alter	VERB
cana-1801	255	29	similarly	similarly	ADV
cana-1801	255	30	.	.	PUNCT
cana-1801	256	1	the	the	DET
cana-1801	256	2	rationale	rationale	NOUN
cana-1801	256	3	that	that	PRON
cana-1801	256	4	demonstrates	demonstrate	VERB
cana-1801	256	5	the	the	DET
cana-1801	256	6	suggested	suggest	VERB
cana-1801	256	7	technique	technique	NOUN
cana-1801	256	8	's	's	PART
cana-1801	256	9	outstanding	outstanding	ADJ
cana-1801	256	10	precision	precision	NOUN
cana-1801	256	11	beyond	beyond	ADP
cana-1801	256	12	the	the	DET
cana-1801	256	13	methods	method	NOUN
cana-1801	256	14	previously	previously	ADV
cana-1801	256	15	proposed	propose	VERB
cana-1801	256	16	[	[	X
cana-1801	256	17	1	1	NUM
cana-1801	256	18	]	]	PUNCT
cana-1801	256	19	and	and	CCONJ
cana-1801	256	20	[	[	X
cana-1801	256	21	2	2	NUM
cana-1801	256	22	]	]	PUNCT
cana-1801	256	23	revolves	revolve	VERB
cana-1801	256	24	around	around	ADP
cana-1801	256	25	the	the	DET
cana-1801	256	26	reality	reality	NOUN
cana-1801	256	27	that	that	SCONJ
cana-1801	256	28	the	the	DET
cana-1801	256	29	proposed	propose	VERB
cana-1801	256	30	quasi	quasi	NOUN
cana-1801	256	31	-	-	NOUN
cana-1801	256	32	identification	identification	NOUN
cana-1801	256	33	method	method	NOUN
cana-1801	256	34	ensures	ensure	VERB
cana-1801	256	35	a	a	DET
cana-1801	256	36	minimum	minimum	ADJ
cana-1801	256	37	amount	amount	NOUN
cana-1801	256	38	of	of	ADP
cana-1801	256	39	distance	distance	NOUN
cana-1801	256	40	consistency	consistency	NOUN
cana-1801	256	41	.	.	PUNCT
cana-1801	257	1	the	the	DET
cana-1801	257	2	overall	overall	ADJ
cana-1801	257	3	precision	precision	NOUN
cana-1801	257	4	of	of	ADP
cana-1801	257	5	employing	employ	VERB
cana-1801	257	6	dcs	dcs	PROPN
cana-1801	257	7	-	-	PUNCT
cana-1801	257	8	hcl	hcl	PROPN
cana-1801	257	9	has	have	AUX
cana-1801	257	10	been	be	AUX
cana-1801	257	11	found	find	VERB
cana-1801	257	12	to	to	PART
cana-1801	257	13	have	have	AUX
cana-1801	257	14	been	be	AUX
cana-1801	257	15	'	'	NUM
cana-1801	257	16	97	97	NUM
cana-1801	257	17	%	%	NOUN
cana-1801	257	18	'	'	PUNCT
cana-1801	257	19	,	,	PUNCT
cana-1801	257	20	'	'	PUNCT
cana-1801	257	21	95	95	NUM
cana-1801	257	22	%	%	NOUN
cana-1801	257	23	'	'	PUNCT
cana-1801	257	24	with	with	ADP
cana-1801	257	25	[	[	X
cana-1801	257	26	1	1	NUM
cana-1801	257	27	]	]	PUNCT
cana-1801	257	28	as	as	ADP
cana-1801	257	29	'	'	NUM
cana-1801	257	30	92	92	NUM
cana-1801	257	31	%	%	NOUN
cana-1801	257	32	'	'	PUNCT
cana-1801	257	33	with	with	ADP
cana-1801	257	34	[	[	X
cana-1801	257	35	2	2	NUM
cana-1801	257	36	]	]	PUNCT
cana-1801	257	37	,	,	PUNCT
cana-1801	257	38	including	include	VERB
cana-1801	257	39	'	'	PUNCT
cana-1801	257	40	500	500	NUM
cana-1801	257	41	'	'	PART
cana-1801	257	42	numbers	number	NOUN
cana-1801	257	43	of	of	ADP
cana-1801	257	44	individuals	individual	NOUN
cana-1801	257	45	examined	examine	VERB
cana-1801	257	46	for	for	ADP
cana-1801	257	47	simulating	simulate	VERB
cana-1801	257	48	to	to	PART
cana-1801	257	49	evaluate	evaluate	VERB
cana-1801	257	50	the	the	DET
cana-1801	257	51	confidential	confidential	ADJ
cana-1801	257	52	integrity	integrity	NOUN
cana-1801	257	53	of	of	ADP
cana-1801	257	54	enormous	enormous	ADJ
cana-1801	257	55	healthcare	healthcare	NOUN
cana-1801	257	56	data	datum	NOUN
cana-1801	257	57	and	and	CCONJ
cana-1801	257	58	'	'	PUNCT
cana-1801	257	59	485	485	NUM
cana-1801	257	60	'	'	PUNCT
cana-1801	257	61	instances	instance	NOUN
cana-1801	257	62	of	of	ADP
cana-1801	257	63	patient	patient	ADJ
cana-1801	257	64	records	record	NOUN
cana-1801	257	65	accurately	accurately	ADV
cana-1801	257	66	preserved	preserve	VERB
cana-1801	257	67	.	.	PUNCT
cana-1801	258	1	hellinger	hellinger	PROPN
cana-1801	258	2	convolutional	convolutional	ADJ
cana-1801	258	3	neural	neural	ADJ
cana-1801	258	4	privacy	privacy	NOUN
cana-1801	258	5	preserving	preserve	VERB
cana-1801	258	6	an	an	DET
cana-1801	258	7	algorithm	algorithm	NOUN
cana-1801	258	8	adoption	adoption	NOUN
cana-1801	258	9	as	as	ADP
cana-1801	258	10	yet	yet	ADV
cana-1801	258	11	another	another	PRON
cana-1801	258	12	factor	factor	NOUN
cana-1801	258	13	leading	lead	VERB
cana-1801	258	14	to	to	ADP
cana-1801	258	15	that	that	DET
cana-1801	258	16	enhancement	enhancement	NOUN
cana-1801	258	17	.	.	PUNCT
cana-1801	259	1	this	this	DET
cana-1801	259	2	maxmin	maxmin	NOUN
cana-1801	259	3	notion	notion	NOUN
cana-1801	259	4	can	can	AUX
cana-1801	259	5	be	be	AUX
cana-1801	259	6	applied	apply	VERB
cana-1801	259	7	to	to	ADP
cana-1801	259	8	data	datum	NOUN
cana-1801	259	9	that	that	PRON
cana-1801	259	10	is	be	AUX
cana-1801	259	11	unstructured	unstructure	VERB
cana-1801	259	12	by	by	ADP
cana-1801	259	13	employing	employ	VERB
cana-1801	259	14	that	that	DET
cana-1801	259	15	approach	approach	NOUN
cana-1801	259	16	.	.	PUNCT
cana-1801	260	1	for	for	ADP
cana-1801	260	2	the	the	DET
cana-1801	260	3	purpose	purpose	NOUN
cana-1801	260	4	of	of	ADP
cana-1801	260	5	trying	try	VERB
cana-1801	260	6	to	to	PART
cana-1801	260	7	accomplish	accomplish	VERB
cana-1801	260	8	this	this	DET
cana-1801	260	9	goal	goal	NOUN
cana-1801	260	10	,	,	PUNCT
cana-1801	260	11	hellinger	helling	ADJ
cana-1801	260	12	proximity	proximity	NOUN
cana-1801	260	13	is	be	AUX
cana-1801	260	14	employed	employ	VERB
cana-1801	260	15	upon	upon	SCONJ
cana-1801	260	16	encoding	encode	VERB
cana-1801	260	17	qi	qi	NOUN
cana-1801	260	18	-	-	PUNCT
cana-1801	260	19	classes	class	NOUN
cana-1801	260	20	in	in	ADP
cana-1801	260	21	order	order	NOUN
cana-1801	260	22	to	to	PART
cana-1801	260	23	generate	generate	VERB
cana-1801	260	24	a	a	DET
cana-1801	260	25	mechanism	mechanism	NOUN
cana-1801	260	26	for	for	ADP
cana-1801	260	27	activation	activation	NOUN
cana-1801	260	28	which	which	PRON
cana-1801	260	29	optimises	optimise	VERB
cana-1801	260	30	correctness	correctness	NOUN
cana-1801	260	31	and	and	CCONJ
cana-1801	260	32	ensuring	ensure	VERB
cana-1801	260	33	confidentiality	confidentiality	NOUN
cana-1801	260	34	.	.	PUNCT
cana-1801	261	1	in	in	ADP
cana-1801	261	2	such	such	DET
cana-1801	261	3	a	a	DET
cana-1801	261	4	manner	manner	NOUN
cana-1801	261	5	,	,	PUNCT
cana-1801	261	6	it	it	PRON
cana-1801	261	7	is	be	AUX
cana-1801	261	8	stated	state	VERB
cana-1801	261	9	that	that	SCONJ
cana-1801	261	10	employing	employ	VERB
cana-1801	261	11	dcs	dcs	PROPN
cana-1801	261	12	-	-	PUNCT
cana-1801	261	13	hcl	hcl	PROPN
cana-1801	261	14	leads	lead	VERB
cana-1801	261	15	to	to	ADP
cana-1801	261	16	an	an	DET
cana-1801	261	17	accurate	accurate	ADJ
cana-1801	261	18	confidentiality	confidentiality	NOUN
cana-1801	261	19	being	be	AUX
cana-1801	261	20	preserved	preserve	VERB
cana-1801	261	21	with	with	ADP
cana-1801	261	22	enormous	enormous	ADJ
cana-1801	261	23	medical	medical	ADJ
cana-1801	261	24	records	record	NOUN
cana-1801	261	25	that	that	PRON
cana-1801	261	26	has	have	AUX
cana-1801	261	27	been	be	AUX
cana-1801	261	28	improved	improve	VERB
cana-1801	261	29	up	up	ADV
cana-1801	261	30	10	10	NUM
cana-1801	261	31	%	%	NOUN
cana-1801	261	32	when	when	SCONJ
cana-1801	261	33	compared	compare	VERB
cana-1801	261	34	with	with	ADP
cana-1801	261	35	[	[	X
cana-1801	261	36	1	1	NUM
cana-1801	261	37	]	]	PUNCT
cana-1801	261	38	and	and	CCONJ
cana-1801	261	39	14	14	NUM
cana-1801	261	40	%	%	NOUN
cana-1801	261	41	compared	compare	VERB
cana-1801	261	42	with	with	ADP
cana-1801	261	43	[	[	X
cana-1801	261	44	2	2	NUM
cana-1801	261	45	]	]	PUNCT
cana-1801	261	46	.	.	PUNCT
cana-1801	262	1	4.1.4	4.1.4	DET
cana-1801	262	2	performance	performance	NOUN
cana-1801	262	3	measure	measure	NOUN
cana-1801	262	4	of	of	ADP
cana-1801	262	5	information	information	NOUN
cana-1801	262	6	loss	loss	NOUN
cana-1801	262	7	lastly	lastly	ADV
cana-1801	262	8	,	,	PUNCT
cana-1801	262	9	this	this	DET
cana-1801	262	10	part	part	NOUN
cana-1801	262	11	addresses	address	VERB
cana-1801	262	12	the	the	DET
cana-1801	262	13	data	data	NOUN
cana-1801	262	14	loss	loss	NOUN
cana-1801	262	15	that	that	PRON
cana-1801	262	16	has	have	AUX
cana-1801	262	17	been	be	AUX
cana-1801	262	18	suffered	suffer	VERB
cana-1801	262	19	.	.	PUNCT
cana-1801	263	1	the	the	DET
cana-1801	263	2	loss	loss	NOUN
cana-1801	263	3	of	of	ADP
cana-1801	263	4	data	datum	NOUN
cana-1801	263	5	rates	rate	NOUN
cana-1801	263	6	were	be	AUX
cana-1801	263	7	evaluated	evaluate	VERB
cana-1801	263	8	and	and	CCONJ
cana-1801	263	9	contrasted	contrast	VERB
cana-1801	263	10	compared	compare	VERB
cana-1801	263	11	the	the	DET
cana-1801	263	12	final	final	ADJ
cana-1801	263	13	results	result	NOUN
cana-1801	263	14	of	of	ADP
cana-1801	263	15	both	both	PRON
cana-1801	263	16	of	of	ADP
cana-1801	263	17	the	the	DET
cana-1801	263	18	currently	currently	ADV
cana-1801	263	19	employed	employ	VERB
cana-1801	263	20	anonymity	anonymity	NOUN
cana-1801	263	21	preservation	preservation	NOUN
cana-1801	263	22	techniques	technique	NOUN
cana-1801	263	23	[	[	X
cana-1801	263	24	1	1	NUM
cana-1801	263	25	]	]	PUNCT
cana-1801	263	26	and	and	CCONJ
cana-1801	263	27	[	[	X
cana-1801	263	28	2	2	NUM
cana-1801	263	29	]	]	PUNCT
cana-1801	263	30	with	with	ADP
cana-1801	263	31	the	the	DET
cana-1801	263	32	goal	goal	NOUN
cana-1801	263	33	to	to	PART
cana-1801	263	34	demonstrate	demonstrate	VERB
cana-1801	263	35	even	even	ADV
cana-1801	263	36	more	more	ADV
cana-1801	263	37	the	the	DET
cana-1801	263	38	effectiveness	effectiveness	NOUN
cana-1801	263	39	of	of	ADP
cana-1801	263	40	the	the	DET
cana-1801	263	41	recommended	recommend	VERB
cana-1801	263	42	approach	approach	NOUN
cana-1801	263	43	.	.	PUNCT
cana-1801	264	1	data	datum	NOUN
cana-1801	264	2	are	be	AUX
cana-1801	264	3	shown	show	VERB
cana-1801	264	4	in	in	ADP
cana-1801	264	5	table	table	NOUN
cana-1801	264	6	3	3	NUM
cana-1801	264	7	.	.	PUNCT
cana-1801	265	1	considering	consider	VERB
cana-1801	265	2	the	the	DET
cana-1801	265	3	proposed	propose	VERB
cana-1801	265	4	dcs	dcs	PROPN
cana-1801	265	5	-	-	PUNCT
cana-1801	265	6	hcl	hcl	PROPN
cana-1801	265	7	method	method	NOUN
cana-1801	265	8	with	with	ADP
cana-1801	265	9	earlier	early	ADJ
cana-1801	265	10	preservation	preservation	NOUN
cana-1801	265	11	of	of	ADP
cana-1801	265	12	privacy	privacy	NOUN
cana-1801	265	13	methodologies	methodology	NOUN
cana-1801	265	14	,	,	PUNCT
cana-1801	265	15	[	[	X
cana-1801	265	16	1	1	X
cana-1801	265	17	]	]	PUNCT
cana-1801	265	18	and	and	CCONJ
cana-1801	265	19	[	[	X
cana-1801	265	20	2	2	NUM
cana-1801	265	21	]	]	PUNCT
cana-1801	265	22	,	,	PUNCT
cana-1801	265	23	this	this	PRON
cana-1801	265	24	substantially	substantially	ADV
cana-1801	265	25	decreased	decrease	VERB
cana-1801	265	26	the	the	DET
cana-1801	265	27	loss	loss	NOUN
cana-1801	265	28	of	of	ADP
cana-1801	265	29	data	datum	NOUN
cana-1801	265	30	value	value	NOUN
cana-1801	265	31	.	.	PUNCT
cana-1801	266	1	the	the	DET
cana-1801	266	2	recommended	recommend	VERB
cana-1801	266	3	approach	approach	NOUN
cana-1801	266	4	employs	employ	VERB
cana-1801	266	5	the	the	DET
cana-1801	266	6	hellinger	hellinger	NOUN
cana-1801	266	7	distance	distance	NOUN
cana-1801	266	8	approach	approach	NOUN
cana-1801	266	9	for	for	ADP
cana-1801	266	10	preserving	preserve	VERB
cana-1801	266	11	anonymity	anonymity	NOUN
cana-1801	266	12	and	and	CCONJ
cana-1801	266	13	communications	communication	NOUN
cana-1801	266	14	on	on	ADP
cana-1801	266	15	applied	apply	VERB
cana-1801	266	16	nonlinear	nonlinear	ADJ
cana-1801	266	17	analysis	analysis	NOUN
cana-1801	266	18	issn	issn	NOUN
cana-1801	266	19	:	:	PUNCT
cana-1801	266	20	1074	1074	NUM
cana-1801	266	21	-	-	PUNCT
cana-1801	266	22	133x	133x	NUM
cana-1801	266	23	vol	vol	NOUN
cana-1801	266	24	32	32	NUM
cana-1801	266	25	no	no	NOUN
cana-1801	266	26	.	.	NOUN
cana-1801	266	27	2	2	NUM
cana-1801	266	28	(	(	PUNCT
cana-1801	266	29	2025	2025	NUM
cana-1801	266	30	)	)	PUNCT
cana-1801	266	31	530	530	NUM
cana-1801	266	32	https://internationalpubls.com	https://internationalpubls.com	X
cana-1801	266	33	preserves	preserve	VERB
cana-1801	266	34	the	the	DET
cana-1801	266	35	coherence	coherence	NOUN
cana-1801	266	36	among	among	ADP
cana-1801	266	37	the	the	DET
cana-1801	266	38	qi	qi	PROPN
cana-1801	266	39	's	's	PART
cana-1801	266	40	values	value	NOUN
cana-1801	266	41	,	,	PUNCT
cana-1801	266	42	thereby	thereby	ADV
cana-1801	266	43	improving	improve	VERB
cana-1801	266	44	data	datum	NOUN
cana-1801	266	45	's	's	PART
cana-1801	266	46	potential	potential	ADJ
cana-1801	266	47	utility	utility	NOUN
cana-1801	266	48	and	and	CCONJ
cana-1801	266	49	reduces	reduce	VERB
cana-1801	266	50	data	datum	NOUN
cana-1801	266	51	loss	loss	NOUN
cana-1801	266	52	.	.	PUNCT
cana-1801	267	1	table	table	NOUN
cana-1801	267	2	3	3	NUM
cana-1801	267	3	integrated	integrate	VERB
cana-1801	267	4	anonymization	anonymization	NOUN
cana-1801	267	5	and	and	CCONJ
cana-1801	267	6	reconstruction	reconstruction	NOUN
cana-1801	267	7	[	[	X
cana-1801	267	8	2	2	NUM
cana-1801	267	9	]	]	PUNCT
cana-1801	267	10	,	,	PUNCT
cana-1801	267	11	encc	encc	VERB
cana-1801	267	12	[	[	X
cana-1801	267	13	1	1	NUM
cana-1801	267	14	]	]	PUNCT
cana-1801	267	15	,	,	PUNCT
cana-1801	267	16	and	and	CCONJ
cana-1801	267	17	dcs	dcs	PROPN
cana-1801	267	18	-	-	PROPN
cana-1801	267	19	hcl	hcl	PROPN
cana-1801	268	1	[	[	X
cana-1801	268	2	2	2	NUM
cana-1801	268	3	]	]	PUNCT
cana-1801	268	4	analysis	analysis	NOUN
cana-1801	268	5	outcomes	outcome	NOUN
cana-1801	268	6	of	of	ADP
cana-1801	268	7	information	information	NOUN
cana-1801	268	8	loss	loss	NOUN
cana-1801	268	9	number	number	NOUN
cana-1801	268	10	of	of	ADP
cana-1801	268	11	patients	patient	NOUN
cana-1801	268	12	information	information	NOUN
cana-1801	268	13	loss	loss	NOUN
cana-1801	268	14	(	(	PUNCT
cana-1801	268	15	%	%	INTJ
cana-1801	268	16	)	)	PUNCT
cana-1801	268	17	dcs	dcs	PROPN
cana-1801	268	18	-	-	PUNCT
cana-1801	268	19	hcl	hcl	PROPN
cana-1801	268	20	encc	encc	VERB
cana-1801	268	21	integrated	integrate	VERB
cana-1801	268	22	anonymization	anonymization	NOUN
cana-1801	268	23	and	and	CCONJ
cana-1801	268	24	reconstruction	reconstruction	NOUN
cana-1801	269	1	500	500	NUM
cana-1801	269	2	3	3	NUM
cana-1801	269	3	5	5	NUM
cana-1801	269	4	8	8	NUM
cana-1801	269	5	1000	1000	NUM
cana-1801	269	6	3.5	3.5	NUM
cana-1801	269	7	6.25	6.25	NUM
cana-1801	269	8	9.35	9.35	NUM
cana-1801	269	9	1500	1500	NUM
cana-1801	269	10	4	4	NUM
cana-1801	269	11	6.55	6.55	NUM
cana-1801	269	12	10	10	NUM
cana-1801	269	13	2000	2000	NUM
cana-1801	269	14	4.25	4.25	NUM
cana-1801	269	15	6.85	6.85	NUM
cana-1801	269	16	10.55	10.55	NUM
cana-1801	269	17	2500	2500	NUM
cana-1801	269	18	4.45	4.45	NUM
cana-1801	269	19	7	7	NUM
cana-1801	269	20	10.85	10.85	NUM
cana-1801	269	21	3000	3000	NUM
cana-1801	269	22	4.85	4.85	NUM
cana-1801	269	23	7.25	7.25	NUM
cana-1801	269	24	11.35	11.35	NUM
cana-1801	269	25	3500	3500	NUM
cana-1801	269	26	5	5	NUM
cana-1801	269	27	7.45	7.45	NUM
cana-1801	269	28	11.85	11.85	NUM
cana-1801	269	29	4000	4000	NUM
cana-1801	269	30	6.35	6.35	NUM
cana-1801	269	31	7.85	7.85	NUM
cana-1801	269	32	12.45	12.45	NUM
cana-1801	269	33	4500	4500	NUM
cana-1801	269	34	8	8	NUM
cana-1801	269	35	9	9	NUM
cana-1801	269	36	14	14	NUM
cana-1801	269	37	5000	5000	NUM
cana-1801	269	38	8.15	8.15	NUM
cana-1801	269	39	10.15	10.15	NUM
cana-1801	269	40	15.35	15.35	NUM
cana-1801	269	41	figure	figure	NOUN
cana-1801	269	42	7	7	NUM
cana-1801	269	43	graphical	graphical	ADJ
cana-1801	269	44	representation	representation	NOUN
cana-1801	269	45	of	of	ADP
cana-1801	269	46	information	information	NOUN
cana-1801	269	47	loss	loss	NOUN
cana-1801	269	48	data	datum	NOUN
cana-1801	269	49	eliminated	eliminate	VERB
cana-1801	269	50	by	by	ADP
cana-1801	269	51	employing	employ	VERB
cana-1801	269	52	all	all	DET
cana-1801	269	53	three	three	NUM
cana-1801	269	54	different	different	ADJ
cana-1801	269	55	approaches	approach	NOUN
cana-1801	269	56	to	to	PART
cana-1801	269	57	represent	represent	VERB
cana-1801	269	58	it	it	PRON
cana-1801	269	59	graphically	graphically	ADV
cana-1801	269	60	in	in	ADP
cana-1801	269	61	the	the	DET
cana-1801	269	62	example	example	NOUN
cana-1801	269	63	shown	show	VERB
cana-1801	269	64	above	above	ADV
cana-1801	269	65	.	.	PUNCT
cana-1801	270	1	the	the	DET
cana-1801	270	2	diagram	diagram	NOUN
cana-1801	270	3	indicates	indicate	VERB
cana-1801	270	4	the	the	DET
cana-1801	270	5	amount	amount	NOUN
cana-1801	270	6	of	of	ADP
cana-1801	270	7	data	datum	NOUN
cana-1801	270	8	loss	loss	NOUN
cana-1801	270	9	increase	increase	NOUN
cana-1801	270	10	exponentially	exponentially	ADV
cana-1801	270	11	as	as	ADP
cana-1801	270	12	the	the	DET
cana-1801	270	13	total	total	ADJ
cana-1801	270	14	amount	amount	NOUN
cana-1801	270	15	of	of	ADP
cana-1801	270	16	individuals	individual	NOUN
cana-1801	270	17	receiving	receive	VERB
cana-1801	270	18	treatment	treatment	NOUN
cana-1801	270	19	increases	increase	NOUN
cana-1801	270	20	.	.	PUNCT
cana-1801	271	1	the	the	DET
cana-1801	271	2	reason	reason	NOUN
cana-1801	271	3	for	for	ADP
cana-1801	271	4	this	this	PRON
cana-1801	271	5	is	be	AUX
cana-1801	271	6	because	because	SCONJ
cana-1801	271	7	of	of	ADP
cana-1801	271	8	the	the	DET
cana-1801	271	9	simple	simple	ADJ
cana-1801	271	10	reason	reason	NOUN
cana-1801	271	11	that	that	SCONJ
cana-1801	271	12	because	because	SCONJ
cana-1801	271	13	the	the	DET
cana-1801	271	14	array	array	NOUN
cana-1801	271	15	of	of	ADP
cana-1801	271	16	individuals	individual	NOUN
cana-1801	271	17	receiving	receive	VERB
cana-1801	271	18	treatment	treatment	NOUN
cana-1801	271	19	expands	expand	VERB
cana-1801	271	20	,	,	PUNCT
cana-1801	271	21	expands	expand	VERB
cana-1801	271	22	the	the	DET
cana-1801	271	23	challenges	challenge	NOUN
cana-1801	271	24	associated	associate	VERB
cana-1801	271	25	with	with	ADP
cana-1801	271	26	preserving	preserve	VERB
cana-1801	271	27	privacy	privacy	NOUN
cana-1801	271	28	,	,	PUNCT
cana-1801	271	29	that	that	PRON
cana-1801	271	30	ultimately	ultimately	ADV
cana-1801	271	31	compromise	compromise	VERB
cana-1801	271	32	critical	critical	ADJ
cana-1801	271	33	unorganised	unorganised	ADJ
cana-1801	271	34	information	information	NOUN
cana-1801	271	35	.	.	PUNCT
cana-1801	272	1	the	the	DET
cana-1801	272	2	total	total	ADJ
cana-1801	272	3	amount	amount	NOUN
cana-1801	272	4	of	of	ADP
cana-1801	272	5	information	information	NOUN
cana-1801	272	6	loss	loss	NOUN
cana-1801	272	7	applying	apply	VERB
cana-1801	272	8	dcs	dcs	PROPN
cana-1801	272	9	-	-	PUNCT
cana-1801	272	10	hcl	hcl	PROPN
cana-1801	272	11	was	be	AUX
cana-1801	272	12	determined	determine	VERB
cana-1801	272	13	as	as	ADP
cana-1801	272	14	being	be	AUX
cana-1801	272	15	'	'	PUNCT
cana-1801	272	16	3	3	NUM
cana-1801	272	17	'	'	NUM
cana-1801	272	18	,	,	PUNCT
cana-1801	272	19	'	'	PUNCT
cana-1801	272	20	5	5	NUM
cana-1801	272	21	'	'	PART
cana-1801	272	22	utilising	utilising	NOUN
cana-1801	272	23	[	[	X
cana-1801	272	24	1	1	NUM
cana-1801	272	25	]	]	PUNCT
cana-1801	272	26	with	with	ADP
cana-1801	272	27	'	'	NUM
cana-1801	272	28	8	8	NUM
cana-1801	272	29	'	'	PART
cana-1801	272	30	utilising	utilising	NOUN
cana-1801	272	31	[	[	X
cana-1801	272	32	2	2	NUM
cana-1801	272	33	]	]	PUNCT
cana-1801	272	34	in	in	ADP
cana-1801	272	35	accordance	accordance	NOUN
cana-1801	272	36	depending	depend	VERB
cana-1801	272	37	on	on	ADP
cana-1801	272	38	the	the	DET
cana-1801	272	39	scenarios	scenario	NOUN
cana-1801	272	40	operate	operate	VERB
cana-1801	272	41	in	in	ADP
cana-1801	272	42	order	order	NOUN
cana-1801	272	43	to	to	PART
cana-1801	272	44	preserve	preserve	VERB
cana-1801	272	45	privacy	privacy	NOUN
cana-1801	272	46	using	use	VERB
cana-1801	272	47	'	'	NUM
cana-1801	272	48	500	500	NUM
cana-1801	272	49	'	'	PART
cana-1801	272	50	instances	instance	NOUN
cana-1801	272	51	of	of	ADP
cana-1801	272	52	individuals	individual	NOUN
cana-1801	272	53	,	,	PUNCT
cana-1801	272	54	'	'	PUNCT
cana-1801	272	55	15	15	NUM
cana-1801	272	56	'	'	PART
cana-1801	272	57	amount	amount	NOUN
cana-1801	272	58	of	of	ADP
cana-1801	272	59	medical	medical	ADJ
cana-1801	272	60	records	record	NOUN
cana-1801	272	61	breached	breach	VERB
cana-1801	272	62	during	during	ADP
cana-1801	272	63	the	the	DET
cana-1801	272	64	entire	entire	ADJ
cana-1801	272	65	procedure	procedure	NOUN
cana-1801	272	66	,	,	PUNCT
cana-1801	272	67	and	and	CCONJ
cana-1801	272	68	the	the	DET
cana-1801	272	69	total	total	ADJ
cana-1801	272	70	amount	amount	NOUN
cana-1801	272	71	of	of	ADP
cana-1801	272	72	information	information	NOUN
cana-1801	272	73	erosion	erosion	NOUN
cana-1801	272	74	.	.	PUNCT
cana-1801	273	1	given	give	VERB
cana-1801	273	2	what	what	PRON
cana-1801	273	3	has	have	AUX
cana-1801	273	4	been	be	AUX
cana-1801	273	5	discovered	discover	VERB
cana-1801	273	6	,	,	PUNCT
cana-1801	273	7	it	it	PRON
cana-1801	273	8	might	might	AUX
cana-1801	273	9	be	be	AUX
cana-1801	273	10	communications	communication	NOUN
cana-1801	273	11	on	on	ADP
cana-1801	273	12	applied	apply	VERB
cana-1801	273	13	nonlinear	nonlinear	ADJ
cana-1801	273	14	analysis	analysis	NOUN
cana-1801	273	15	issn	issn	NOUN
cana-1801	273	16	:	:	PUNCT
cana-1801	273	17	1074	1074	NUM
cana-1801	273	18	-	-	PUNCT
cana-1801	273	19	133x	133x	NUM
cana-1801	273	20	vol	vol	NOUN
cana-1801	273	21	32	32	NUM
cana-1801	273	22	no	no	NOUN
cana-1801	273	23	.	.	NOUN
cana-1801	273	24	2	2	NUM
cana-1801	273	25	(	(	PUNCT
cana-1801	273	26	2025	2025	NUM
cana-1801	273	27	)	)	PUNCT
cana-1801	273	28	531	531	NUM
cana-1801	273	29	https://internationalpubls.com	https://internationalpubls.com	X
cana-1801	273	30	determined	determine	VERB
cana-1801	273	31	that	that	SCONJ
cana-1801	273	32	dcs	dcs	PROPN
cana-1801	273	33	-	-	PUNCT
cana-1801	273	34	hcl	hcl	PROPN
cana-1801	273	35	experiences	experience	NOUN
cana-1801	273	36	substantially	substantially	ADV
cana-1801	273	37	lesser	less	ADJ
cana-1801	273	38	data	datum	NOUN
cana-1801	273	39	degradation	degradation	NOUN
cana-1801	273	40	over	over	ADP
cana-1801	273	41	[	[	X
cana-1801	273	42	1	1	NUM
cana-1801	273	43	]	]	PUNCT
cana-1801	273	44	and	and	CCONJ
cana-1801	274	1	[	[	X
cana-1801	274	2	2	2	NUM
cana-1801	274	3	]	]	PUNCT
cana-1801	274	4	.	.	PUNCT
cana-1801	275	1	the	the	DET
cana-1801	275	2	implementation	implementation	NOUN
cana-1801	275	3	of	of	ADP
cana-1801	275	4	the	the	DET
cana-1801	275	5	hellinger	hellinger	NOUN
cana-1801	275	6	convolutional	convolutional	ADJ
cana-1801	275	7	neural	neural	ADJ
cana-1801	275	8	privacy	privacy	NOUN
cana-1801	275	9	preservation	preservation	NOUN
cana-1801	275	10	algorithm	algorithm	NOUN
cana-1801	275	11	is	be	AUX
cana-1801	275	12	ultimately	ultimately	ADV
cana-1801	275	13	generated	generate	VERB
cana-1801	275	14	the	the	DET
cana-1801	275	15	enhancement	enhancement	NOUN
cana-1801	275	16	in	in	ADP
cana-1801	275	17	performance	performance	NOUN
cana-1801	275	18	.	.	PUNCT
cana-1801	276	1	this	this	DET
cana-1801	276	2	machine	machine	NOUN
cana-1801	276	3	learning	learn	VERB
cana-1801	276	4	model	model	NOUN
cana-1801	276	5	's	's	PART
cana-1801	276	6	deployment	deployment	NOUN
cana-1801	276	7	leverages	leverage	NOUN
cana-1801	276	8	the	the	DET
cana-1801	276	9	distinct	distinct	ADJ
cana-1801	276	10	impact	impact	NOUN
cana-1801	276	11	cost	cost	NOUN
cana-1801	276	12	function	function	NOUN
cana-1801	276	13	to	to	PART
cana-1801	276	14	modify	modify	VERB
cana-1801	276	15	weights	weight	NOUN
cana-1801	276	16	and	and	CCONJ
cana-1801	276	17	loss	loss	NOUN
cana-1801	276	18	,	,	PUNCT
cana-1801	276	19	that	that	PRON
cana-1801	276	20	improves	improve	VERB
cana-1801	276	21	the	the	DET
cana-1801	276	22	utility	utility	NOUN
cana-1801	276	23	of	of	ADP
cana-1801	276	24	the	the	DET
cana-1801	276	25	information	information	NOUN
cana-1801	276	26	being	be	AUX
cana-1801	276	27	analysed	analyse	VERB
cana-1801	276	28	.	.	PUNCT
cana-1801	277	1	due	due	ADP
cana-1801	277	2	to	to	ADP
cana-1801	277	3	the	the	DET
cana-1801	277	4	aforementioned	aforementioned	ADJ
cana-1801	277	5	function	function	NOUN
cana-1801	277	6	,	,	PUNCT
cana-1801	277	7	the	the	DET
cana-1801	277	8	usefulness	usefulness	NOUN
cana-1801	277	9	of	of	ADP
cana-1801	277	10	data	datum	NOUN
cana-1801	277	11	gets	get	VERB
cana-1801	277	12	better	well	ADJ
cana-1801	277	13	,	,	PUNCT
cana-1801	277	14	lowering	lower	VERB
cana-1801	277	15	the	the	DET
cana-1801	277	16	probability	probability	NOUN
cana-1801	277	17	of	of	ADP
cana-1801	277	18	losing	lose	VERB
cana-1801	277	19	information	information	NOUN
cana-1801	277	20	is	be	AUX
cana-1801	277	21	a	a	DET
cana-1801	277	22	result	result	NOUN
cana-1801	277	23	of	of	ADP
cana-1801	277	24	this	this	PRON
cana-1801	277	25	.	.	PUNCT
cana-1801	278	1	in	in	ADP
cana-1801	278	2	accordance	accordance	NOUN
cana-1801	278	3	with	with	ADP
cana-1801	278	4	[	[	X
cana-1801	278	5	1	1	NUM
cana-1801	278	6	]	]	PUNCT
cana-1801	278	7	and	and	CCONJ
cana-1801	278	8	[	[	X
cana-1801	278	9	2	2	NUM
cana-1801	278	10	]	]	PUNCT
cana-1801	278	11	,	,	PUNCT
cana-1801	278	12	the	the	DET
cana-1801	278	13	data	datum	NOUN
cana-1801	278	14	showed	show	VERB
cana-1801	278	15	that	that	SCONJ
cana-1801	278	16	degradation	degradation	NOUN
cana-1801	278	17	using	use	VERB
cana-1801	278	18	dcs	dcs	PROPN
cana-1801	278	19	-	-	PUNCT
cana-1801	278	20	hcl	hcl	PROPN
cana-1801	278	21	has	have	AUX
cana-1801	278	22	been	be	AUX
cana-1801	278	23	reduced	reduce	VERB
cana-1801	278	24	with	with	ADP
cana-1801	278	25	31	31	NUM
cana-1801	278	26	%	%	NOUN
cana-1801	278	27	of	of	ADP
cana-1801	278	28	whom	whom	PRON
cana-1801	278	29	and	and	CCONJ
cana-1801	278	30	56	56	NUM
cana-1801	278	31	%	%	NOUN
cana-1801	278	32	,	,	PUNCT
cana-1801	278	33	which	which	PRON
cana-1801	278	34	is	be	AUX
cana-1801	278	35	significantly	significantly	ADV
cana-1801	278	36	.	.	PUNCT
cana-1801	279	1	5	5	X
cana-1801	279	2	.	.	X
cana-1801	279	3	conclusion	conclusion	NOUN
cana-1801	279	4	in	in	ADP
cana-1801	279	5	this	this	DET
cana-1801	279	6	section	section	NOUN
cana-1801	279	7	,	,	PUNCT
cana-1801	279	8	has	have	AUX
cana-1801	279	9	been	be	AUX
cana-1801	279	10	examined	examine	VERB
cana-1801	279	11	the	the	DET
cana-1801	279	12	challenge	challenge	NOUN
cana-1801	279	13	of	of	ADP
cana-1801	279	14	figuring	figure	VERB
cana-1801	279	15	out	out	ADP
cana-1801	279	16	how	how	SCONJ
cana-1801	279	17	to	to	PART
cana-1801	279	18	successfully	successfully	ADV
cana-1801	279	19	employ	employ	VERB
cana-1801	279	20	quasiidentifiers	quasiidentifier	NOUN
cana-1801	279	21	form	form	VERB
cana-1801	279	22	huge	huge	ADJ
cana-1801	279	23	,	,	PUNCT
cana-1801	279	24	complicated	complicated	ADJ
cana-1801	279	25	medical	medical	ADJ
cana-1801	279	26	datasets	dataset	NOUN
cana-1801	279	27	while	while	SCONJ
cana-1801	279	28	upholding	uphold	VERB
cana-1801	279	29	standards	standard	NOUN
cana-1801	279	30	of	of	ADP
cana-1801	279	31	confidentiality	confidentiality	NOUN
cana-1801	279	32	and	and	CCONJ
cana-1801	279	33	optimising	optimise	VERB
cana-1801	279	34	the	the	DET
cana-1801	279	35	value	value	NOUN
cana-1801	279	36	of	of	ADP
cana-1801	279	37	the	the	DET
cana-1801	279	38	data	datum	NOUN
cana-1801	279	39	with	with	ADP
cana-1801	279	40	the	the	DET
cana-1801	279	41	smallest	small	ADJ
cana-1801	279	42	possible	possible	ADJ
cana-1801	279	43	amount	amount	NOUN
cana-1801	279	44	of	of	ADP
cana-1801	279	45	execution	execution	NOUN
cana-1801	279	46	time	time	NOUN
cana-1801	279	47	as	as	ADV
cana-1801	279	48	well	well	ADV
cana-1801	279	49	as	as	ADP
cana-1801	279	50	data	datum	NOUN
cana-1801	279	51	degradation	degradation	NOUN
cana-1801	279	52	.	.	PUNCT
cana-1801	280	1	by	by	ADP
cana-1801	280	2	removing	remove	VERB
cana-1801	280	3	some	some	PRON
cana-1801	280	4	of	of	ADP
cana-1801	280	5	the	the	DET
cana-1801	280	6	most	most	ADV
cana-1801	280	7	essential	essential	ADJ
cana-1801	280	8	quasi	quasi	NOUN
cana-1801	280	9	features	feature	NOUN
cana-1801	280	10	from	from	ADP
cana-1801	280	11	a	a	DET
cana-1801	280	12	data	datum	NOUN
cana-1801	280	13	resource	resource	NOUN
cana-1801	280	14	,	,	PUNCT
cana-1801	280	15	we	we	PRON
cana-1801	280	16	have	have	AUX
cana-1801	280	17	proposed	propose	VERB
cana-1801	280	18	the	the	DET
cana-1801	280	19	distinct	distinct	ADJ
cana-1801	280	20	impact	impact	NOUN
cana-1801	280	21	contextual	contextual	ADJ
cana-1801	280	22	sensitive	sensitive	ADJ
cana-1801	280	23	hashing	hashing	NOUN
cana-1801	280	24	(	(	PUNCT
cana-1801	280	25	di	di	NOUN
cana-1801	280	26	-	-	PUNCT
cana-1801	280	27	csh	csh	NOUN
cana-1801	280	28	)	)	PUNCT
cana-1801	280	29	framework	framework	NOUN
cana-1801	280	30	for	for	ADP
cana-1801	280	31	preserving	preserve	VERB
cana-1801	280	32	privacy	privacy	NOUN
cana-1801	280	33	.	.	PUNCT
cana-1801	281	1	this	this	DET
cana-1801	281	2	technique	technique	NOUN
cana-1801	281	3	allows	allow	VERB
cana-1801	281	4	access	access	NOUN
cana-1801	281	5	to	to	ADP
cana-1801	281	6	just	just	ADV
cana-1801	281	7	a	a	DET
cana-1801	281	8	selected	select	VERB
cana-1801	281	9	portion	portion	NOUN
cana-1801	281	10	of	of	ADP
cana-1801	281	11	the	the	DET
cana-1801	281	12	important	important	ADJ
cana-1801	281	13	quasi	quasi	NOUN
cana-1801	281	14	features	feature	NOUN
cana-1801	281	15	in	in	ADP
cana-1801	281	16	an	an	DET
cana-1801	281	17	information	information	NOUN
cana-1801	281	18	asset	asset	NOUN
cana-1801	281	19	as	as	SCONJ
cana-1801	281	20	opposed	oppose	VERB
cana-1801	281	21	to	to	ADP
cana-1801	281	22	the	the	DET
cana-1801	281	23	entire	entire	ADJ
cana-1801	281	24	set	set	NOUN
cana-1801	281	25	of	of	ADP
cana-1801	281	26	documentation	documentation	NOUN
cana-1801	281	27	,	,	PUNCT
cana-1801	281	28	when	when	SCONJ
cana-1801	281	29	needed	need	VERB
cana-1801	281	30	by	by	ADP
cana-1801	281	31	earlier	early	ADJ
cana-1801	281	32	methods	method	NOUN
cana-1801	281	33	.	.	PUNCT
cana-1801	282	1	the	the	DET
cana-1801	282	2	hellinger	hellinger	ADJ
cana-1801	282	3	convolutional	convolutional	ADJ
cana-1801	282	4	neural	neural	ADJ
cana-1801	282	5	privacy	privacy	NOUN
cana-1801	282	6	preservation	preservation	NOUN
cana-1801	282	7	method	method	NOUN
cana-1801	282	8	will	will	AUX
cana-1801	282	9	continue	continue	VERB
cana-1801	282	10	to	to	PART
cana-1801	282	11	preserve	preserve	VERB
cana-1801	282	12	the	the	DET
cana-1801	282	13	information	information	NOUN
cana-1801	282	14	using	use	VERB
cana-1801	282	15	a	a	DET
cana-1801	282	16	maxmin	maxmin	ADJ
cana-1801	282	17	approach	approach	NOUN
cana-1801	282	18	to	to	PART
cana-1801	282	19	further	far	ADV
cana-1801	282	20	enhance	enhance	VERB
cana-1801	282	21	the	the	DET
cana-1801	282	22	effectiveness	effectiveness	NOUN
cana-1801	282	23	of	of	ADP
cana-1801	282	24	the	the	DET
cana-1801	282	25	private	private	ADJ
cana-1801	282	26	-	-	PUNCT
cana-1801	282	27	preserving	preserve	VERB
cana-1801	282	28	technology	technology	NOUN
cana-1801	282	29	.	.	PUNCT
cana-1801	283	1	a	a	DET
cana-1801	283	2	qi	qi	NOUN
cana-1801	283	3	-	-	PUNCT
cana-1801	283	4	group	group	NOUN
cana-1801	283	5	will	will	AUX
cana-1801	283	6	consequently	consequently	ADV
cana-1801	283	7	span	span	VERB
cana-1801	283	8	quite	quite	ADV
cana-1801	283	9	smaller	small	ADJ
cana-1801	283	10	number	number	NOUN
cana-1801	283	11	of	of	ADP
cana-1801	283	12	terminals	terminal	NOUN
cana-1801	283	13	having	have	VERB
cana-1801	283	14	a	a	DET
cana-1801	283	15	lower	low	ADJ
cana-1801	283	16	likelihood	likelihood	NOUN
cana-1801	283	17	of	of	ADP
cana-1801	283	18	data	datum	NOUN
cana-1801	283	19	.	.	PUNCT
cana-1801	284	1	loss	loss	NOUN
cana-1801	284	2	.	.	PUNCT
cana-1801	285	1	the	the	DET
cana-1801	285	2	efficiency	efficiency	NOUN
cana-1801	285	3	of	of	ADP
cana-1801	285	4	privacy	privacy	NOUN
cana-1801	285	5	preserving	preserve	VERB
cana-1801	285	6	on	on	ADP
cana-1801	285	7	big	big	ADJ
cana-1801	285	8	medical	medical	ADJ
cana-1801	285	9	data	data	NOUN
cana-1801	285	10	sets	set	NOUN
cana-1801	285	11	could	could	AUX
cana-1801	285	12	potentially	potentially	ADV
cana-1801	285	13	be	be	AUX
cana-1801	285	14	significantly	significantly	ADV
cana-1801	285	15	improved	improve	VERB
cana-1801	285	16	employing	employ	VERB
cana-1801	285	17	our	our	PRON
cana-1801	285	18	method	method	NOUN
cana-1801	285	19	in	in	ADP
cana-1801	285	20	regard	regard	NOUN
cana-1801	285	21	to	to	ADP
cana-1801	285	22	computation	computation	NOUN
cana-1801	285	23	time	time	NOUN
cana-1801	285	24	,	,	PUNCT
cana-1801	285	25	reliability	reliability	NOUN
cana-1801	285	26	,	,	PUNCT
cana-1801	285	27	as	as	ADV
cana-1801	285	28	well	well	ADV
cana-1801	285	29	as	as	ADP
cana-1801	285	30	information	information	NOUN
cana-1801	285	31	loss	loss	NOUN
cana-1801	285	32	comparing	compare	VERB
cana-1801	285	33	with	with	ADP
cana-1801	285	34	conventional	conventional	ADJ
cana-1801	285	35	techniques	technique	NOUN
cana-1801	285	36	,	,	PUNCT
cana-1801	285	37	as	as	SCONJ
cana-1801	285	38	proven	prove	VERB
cana-1801	285	39	by	by	ADP
cana-1801	285	40	the	the	DET
cana-1801	285	41	evaluation	evaluation	NOUN
cana-1801	285	42	findings	finding	NOUN
cana-1801	285	43	utilising	utilise	VERB
cana-1801	285	44	the	the	DET
cana-1801	285	45	diabetes	diabetes	NOUN
cana-1801	285	46	-	-	PUNCT
cana-1801	285	47	related	relate	VERB
cana-1801	285	48	130	130	NUM
cana-1801	285	49	-	-	PUNCT
cana-1801	285	50	us	us	PROPN
cana-1801	285	51	institutions	institution	NOUN
cana-1801	285	52	database	database	NOUN
cana-1801	285	53	.	.	PUNCT
cana-1801	286	1	references	reference	NOUN
cana-1801	286	2	[	[	X
cana-1801	286	3	1	1	NUM
cana-1801	286	4	]	]	PUNCT
cana-1801	286	5	odsuren	odsuren	PROPN
cana-1801	286	6	temuujin	temuujin	NOUN
cana-1801	286	7	,	,	PUNCT
cana-1801	286	8	jinhyun	jinhyun	PROPN
cana-1801	286	9	ahn	ahn	PROPN
cana-1801	286	10	,	,	PUNCT
cana-1801	286	11	dong	dong	PROPN
cana-1801	286	12	-	-	PUNCT
cana-1801	286	13	hyuk	hyuk	PROPN
cana-1801	286	14	i	i	PRON
cana-1801	286	15	m	m	PROPN
cana-1801	286	16	,	,	PUNCT
cana-1801	286	17	“	"	PUNCT
cana-1801	286	18	efficient	efficient	ADJ
cana-1801	286	19	l	l	ADJ
cana-1801	286	20	-	-	NOUN
cana-1801	286	21	diversity	diversity	NOUN
cana-1801	286	22	algorithm	algorithm	NOUN
cana-1801	286	23	for	for	ADP
cana-1801	286	24	preserving	preserve	VERB
cana-1801	286	25	privacy	privacy	NOUN
cana-1801	286	26	of	of	ADP
cana-1801	286	27	dynamically	dynamically	ADV
cana-1801	286	28	published	publish	VERB
cana-1801	286	29	datasets	dataset	NOUN
cana-1801	286	30	”	"	PUNCT
cana-1801	286	31	,	,	PUNCT
cana-1801	286	32	ieee	ieee	NOUN
cana-1801	286	33	access	access	NOUN
cana-1801	286	34	,	,	PUNCT
cana-1801	286	35	sep	sep	NOUN
cana-1801	286	36	2019	2019	NUM
cana-1801	287	1	[	[	X
cana-1801	287	2	equivalence	equivalence	NOUN
cana-1801	287	3	classes	class	NOUN
cana-1801	287	4	with	with	ADP
cana-1801	287	5	cuckoo	cuckoo	NOUN
cana-1801	287	6	filter	filter	NOUN
cana-1801	287	7	(	(	PUNCT
cana-1801	287	8	encc	encc	NOUN
cana-1801	287	9	)	)	PUNCT
cana-1801	288	1	[	[	X
cana-1801	288	2	1	1	NUM
cana-1801	288	3	]	]	X
cana-1801	288	4	]	]	PUNCT
cana-1801	288	5	[	[	X
cana-1801	288	6	2	2	NUM
cana-1801	288	7	]	]	X
cana-1801	288	8	yuichi	yuichi	PROPN
cana-1801	288	9	sei	sei	PROPN
cana-1801	288	10	,	,	PUNCT
cana-1801	288	11	hiroshi	hiroshi	PROPN
cana-1801	288	12	okumura	okumura	PROPN
cana-1801	288	13	,	,	PUNCT
cana-1801	288	14	takao	takao	PROPN
cana-1801	288	15	takenouchi	takenouchi	NOUN
cana-1801	288	16	,	,	PUNCT
cana-1801	288	17	and	and	CCONJ
cana-1801	288	18	akihiko	akihiko	NOUN
cana-1801	288	19	ohsuga	ohsuga	ADJ
cana-1801	288	20	,	,	PUNCT
cana-1801	288	21	“	"	PUNCT
cana-1801	288	22	anonymization	anonymization	NOUN
cana-1801	288	23	of	of	ADP
cana-1801	288	24	sensitive	sensitive	ADJ
cana-1801	288	25	quasiidentifiers	quasiidentifier	NOUN
cana-1801	288	26	for	for	ADP
cana-1801	288	27	l	l	NOUN
cana-1801	288	28	-	-	NOUN
cana-1801	288	29	diversity	diversity	NOUN
cana-1801	288	30	and	and	CCONJ
cana-1801	288	31	t	t	PROPN
cana-1801	288	32	-	-	PUNCT
cana-1801	288	33	closeness	closeness	NOUN
cana-1801	288	34	”	"	PUNCT
cana-1801	288	35	,	,	PUNCT
cana-1801	288	36	ieee	ieee	NOUN
cana-1801	288	37	transactions	transaction	NOUN
cana-1801	288	38	on	on	ADP
cana-1801	288	39	dependable	dependable	ADJ
cana-1801	288	40	and	and	CCONJ
cana-1801	288	41	secure	secure	ADJ
cana-1801	288	42	computing	computing	NOUN
cana-1801	288	43	,	,	PUNCT
cana-1801	288	44	vol	vol	NOUN
cana-1801	288	45	.	.	PROPN
cana-1801	288	46	16	16	NUM
cana-1801	288	47	,	,	PUNCT
cana-1801	288	48	no	no	INTJ
cana-1801	288	49	.	.	NOUN
cana-1801	288	50	4	4	NUM
cana-1801	288	51	,	,	PUNCT
cana-1801	288	52	aug	aug	PROPN
cana-1801	288	53	2019	2019	NUM
cana-1801	289	1	[	[	X
cana-1801	289	2	integrated	integrate	VERB
cana-1801	289	3	anonymization	anonymization	NOUN
cana-1801	289	4	and	and	CCONJ
cana-1801	289	5	reconstruction(2	reconstruction(2	ADJ
cana-1801	289	6	)	)	PUNCT
cana-1801	289	7	]	]	PUNCT
cana-1801	290	1	[	[	X
cana-1801	290	2	3	3	X
cana-1801	290	3	]	]	X
cana-1801	290	4	mohammed	mohammed	PROPN
cana-1801	290	5	binjubeir	binjubeir	PROPN
cana-1801	290	6	,	,	PUNCT
cana-1801	290	7	abdulghani	abdulghani	PROPN
cana-1801	290	8	ali	ali	PROPN
cana-1801	290	9	ahmed	ahmed	PROPN
cana-1801	290	10	,	,	PUNCT
cana-1801	290	11	mohd	mohd	PROPN
cana-1801	290	12	arfian	arfian	PROPN
cana-1801	290	13	bin	bin	PROPN
cana-1801	290	14	ismail	ismail	PROPN
cana-1801	290	15	,	,	PUNCT
cana-1801	290	16	ali	ali	PROPN
cana-1801	290	17	safaa	safaa	PROPN
cana-1801	290	18	sadiq	sadiq	PROPN
cana-1801	290	19	,	,	PUNCT
cana-1801	290	20	muhammad	muhammad	PROPN
cana-1801	290	21	khurram	khurram	PROPN
cana-1801	290	22	khan	khan	PROPN
cana-1801	290	23	,	,	PUNCT
cana-1801	290	24	“	"	PUNCT
cana-1801	290	25	comprehensive	comprehensive	ADJ
cana-1801	290	26	survey	survey	NOUN
cana-1801	290	27	on	on	ADP
cana-1801	290	28	big	big	ADJ
cana-1801	290	29	data	data	PROPN
cana-1801	290	30	privacy	privacy	NOUN
cana-1801	290	31	protection	protection	NOUN
cana-1801	290	32	”	"	PUNCT
cana-1801	290	33	,	,	PUNCT
cana-1801	290	34	ieee	ieee	NOUN
cana-1801	290	35	access	access	NOUN
cana-1801	290	36	,	,	PUNCT
cana-1801	290	37	jan	jan	PROPN
cana-1801	290	38	2020	2020	NUM
cana-1801	290	39	[	[	X
cana-1801	290	40	4	4	NUM
cana-1801	290	41	]	]	X
cana-1801	290	42	karim	karim	PROPN
cana-1801	290	43	abouelmehdi	abouelmehdi	PROPN
cana-1801	290	44	,	,	PUNCT
cana-1801	290	45	abderrahim	abderrahim	PROPN
cana-1801	290	46	beni‑hessane	beni‑hessane	PROPN
cana-1801	290	47	,	,	PUNCT
cana-1801	290	48	hayat	hayat	PROPN
cana-1801	290	49	khaloufi	khaloufi	PROPN
cana-1801	290	50	,	,	PUNCT
cana-1801	290	51	“	"	PUNCT
cana-1801	290	52	big	big	ADJ
cana-1801	290	53	healthcare	healthcare	PROPN
cana-1801	290	54	data	datum	NOUN
cana-1801	290	55	:	:	PUNCT
cana-1801	290	56	preserving	preserve	VERB
cana-1801	290	57	security	security	NOUN
cana-1801	290	58	and	and	CCONJ
cana-1801	290	59	privacy	privacy	NOUN
cana-1801	290	60	”	"	PUNCT
cana-1801	290	61	,	,	PUNCT
cana-1801	290	62	journal	journal	NOUN
cana-1801	290	63	of	of	ADP
cana-1801	290	64	big	big	ADJ
cana-1801	290	65	data	datum	NOUN
cana-1801	290	66	,	,	PUNCT
cana-1801	290	67	springer	springer	NOUN
cana-1801	290	68	,	,	PUNCT
cana-1801	290	69	jul	jul	PROPN
cana-1801	290	70	2018	2018	NUM
cana-1801	290	71	[	[	X
cana-1801	290	72	5	5	NUM
cana-1801	290	73	]	]	X
cana-1801	290	74	gayatri	gayatri	PROPN
cana-1801	290	75	kapil	kapil	PROPN
cana-1801	290	76	,	,	PUNCT
cana-1801	290	77	alka	alka	PROPN
cana-1801	290	78	agrawal	agrawal	PROPN
cana-1801	290	79	,	,	PUNCT
cana-1801	290	80	abdulaziz	abdulaziz	PROPN
cana-1801	290	81	attaallah	attaallah	PROPN
cana-1801	290	82	,	,	PUNCT
cana-1801	290	83	abdullah	abdullah	PROPN
cana-1801	290	84	algarni	algarni	PROPN
cana-1801	290	85	,	,	PUNCT
cana-1801	290	86	rajeev	rajeev	PROPN
cana-1801	290	87	kumar	kumar	PROPN
cana-1801	290	88	,	,	PUNCT
cana-1801	290	89	raees	raee	VERB
cana-1801	290	90	ahmad	ahmad	PROPN
cana-1801	290	91	khan	khan	PROPN
cana-1801	290	92	,	,	PUNCT
cana-1801	290	93	“	"	PUNCT
cana-1801	290	94	attribute	attribute	NOUN
cana-1801	290	95	based	base	VERB
cana-1801	290	96	honey	honey	NOUN
cana-1801	290	97	encryption	encryption	NOUN
cana-1801	290	98	algorithm	algorithm	NOUN
cana-1801	290	99	for	for	ADP
cana-1801	290	100	securing	secure	VERB
cana-1801	290	101	big	big	ADJ
cana-1801	290	102	data	datum	NOUN
cana-1801	290	103	:	:	PUNCT
cana-1801	290	104	hadoop	hadoop	NOUN
cana-1801	290	105	distributed	distribute	VERB
cana-1801	290	106	file	file	NOUN
cana-1801	290	107	system	system	NOUN
cana-1801	290	108	perspective	perspective	NOUN
cana-1801	290	109	”	"	PUNCT
cana-1801	290	110	,	,	PUNCT
cana-1801	290	111	peerj	peerj	PROPN
cana-1801	290	112	computer	computer	NOUN
cana-1801	290	113	science	science	NOUN
cana-1801	290	114	,	,	PUNCT
cana-1801	290	115	feb	feb	PROPN
cana-1801	290	116	2020	2020	NUM
cana-1801	291	1	[	[	X
cana-1801	291	2	6	6	NUM
cana-1801	291	3	]	]	PUNCT
cana-1801	291	4	waranya	waranya	NOUN
cana-1801	291	5	mahanan	mahanan	NOUN
cana-1801	291	6	,	,	PUNCT
cana-1801	291	7	w.	w.	PROPN
cana-1801	291	8	art	art	PROPN
cana-1801	291	9	chaovalitwongse	chaovalitwongse	PROPN
cana-1801	291	10	,	,	PUNCT
cana-1801	291	11	juggapong	juggapong	PROPN
cana-1801	291	12	natwichai	natwichai	NOUN
cana-1801	291	13	,	,	PUNCT
cana-1801	291	14	“	"	PUNCT
cana-1801	291	15	data	data	NOUN
cana-1801	291	16	anonymization	anonymization	NOUN
cana-1801	291	17	:	:	PUNCT
cana-1801	291	18	a	a	DET
cana-1801	291	19	novel	novel	ADJ
cana-1801	291	20	optimal	optimal	ADJ
cana-1801	291	21	kanonymity	kanonymity	NOUN
cana-1801	291	22	algorithm	algorithm	NOUN
cana-1801	291	23	for	for	ADP
cana-1801	291	24	identical	identical	ADJ
cana-1801	291	25	generalization	generalization	NOUN
cana-1801	291	26	hierarchy	hierarchy	NOUN
cana-1801	291	27	data	datum	NOUN
cana-1801	291	28	in	in	ADP
cana-1801	291	29	iot	iot	NOUN
cana-1801	291	30	”	"	PUNCT
cana-1801	291	31	,	,	PUNCT
cana-1801	291	32	service	service	NOUN
cana-1801	291	33	oriented	orient	VERB
cana-1801	291	34	computing	computing	NOUN
cana-1801	291	35	and	and	CCONJ
cana-1801	291	36	applications	application	NOUN
cana-1801	291	37	,	,	PUNCT
cana-1801	291	38	springer	springer	NOUN
cana-1801	291	39	,	,	PUNCT
cana-1801	291	40	feb	feb	PROPN
cana-1801	291	41	2020	2020	NUM
cana-1801	292	1	[	[	X
cana-1801	292	2	7	7	X
cana-1801	292	3	]	]	PUNCT
cana-1801	292	4	p.	p.	PROPN
cana-1801	292	5	srinivasa	srinivasa	PROPN
cana-1801	292	6	rao	rao	PROPN
cana-1801	292	7	,	,	PUNCT
cana-1801	292	8	s.	s.	PROPN
cana-1801	292	9	satyanarayana	satyanarayana	PROPN
cana-1801	292	10	,	,	PUNCT
cana-1801	292	11	“	"	PUNCT
cana-1801	292	12	privacy	privacy	NOUN
cana-1801	292	13	preserving	preserve	VERB
cana-1801	292	14	data	datum	NOUN
cana-1801	292	15	publishing	publishing	NOUN
cana-1801	292	16	based	base	VERB
cana-1801	292	17	on	on	ADP
cana-1801	292	18	sensitivity	sensitivity	NOUN
cana-1801	292	19	in	in	ADP
cana-1801	292	20	context	context	NOUN
cana-1801	292	21	of	of	ADP
cana-1801	292	22	big	big	ADJ
cana-1801	292	23	data	datum	NOUN
cana-1801	292	24	using	use	VERB
cana-1801	292	25	hive	hive	NOUN
cana-1801	292	26	”	"	PUNCT
cana-1801	292	27	,	,	PUNCT
cana-1801	292	28	journal	journal	NOUN
cana-1801	292	29	of	of	ADP
cana-1801	292	30	big	big	ADJ
cana-1801	292	31	data	datum	NOUN
cana-1801	292	32	,	,	PUNCT
cana-1801	292	33	springer	springer	NOUN
cana-1801	292	34	,	,	PUNCT
cana-1801	292	35	aug	aug	PROPN
cana-1801	292	36	2018	2018	NUM
cana-1801	292	37	[	[	X
cana-1801	292	38	8	8	NUM
cana-1801	292	39	]	]	X
cana-1801	292	40	p.	p.	NOUN
cana-1801	292	41	ram	ram	PROPN
cana-1801	292	42	mohan	mohan	PROPN
cana-1801	292	43	rao	rao	PROPN
cana-1801	292	44	,	,	PUNCT
cana-1801	292	45	s.	s.	PROPN
cana-1801	292	46	murali	murali	PROPN
cana-1801	292	47	krishna	krishna	PROPN
cana-1801	292	48	,	,	PUNCT
cana-1801	292	49	a.	a.	NOUN
cana-1801	292	50	p.	p.	PROPN
cana-1801	292	51	siva	siva	PROPN
cana-1801	292	52	kumar	kumar	PROPN
cana-1801	292	53	,	,	PUNCT
cana-1801	292	54	“	"	PUNCT
cana-1801	292	55	privacy	privacy	NOUN
cana-1801	292	56	preservation	preservation	NOUN
cana-1801	292	57	techniques	technique	NOUN
cana-1801	292	58	in	in	ADP
cana-1801	292	59	big	big	ADJ
cana-1801	292	60	data	datum	NOUN
cana-1801	292	61	analytics	analytic	NOUN
cana-1801	292	62	:	:	PUNCT
cana-1801	292	63	a	a	DET
cana-1801	292	64	survey	survey	NOUN
cana-1801	292	65	”	"	PUNCT
cana-1801	292	66	,	,	PUNCT
cana-1801	292	67	journal	journal	NOUN
cana-1801	292	68	of	of	ADP
cana-1801	292	69	big	big	ADJ
cana-1801	292	70	data	datum	NOUN
cana-1801	292	71	,	,	PUNCT
cana-1801	292	72	springer	springer	NOUN
cana-1801	292	73	,	,	PUNCT
cana-1801	292	74	jul	jul	PROPN
cana-1801	292	75	2018	2018	NUM
cana-1801	292	76	communications	communication	NOUN
cana-1801	292	77	on	on	ADP
cana-1801	292	78	applied	apply	VERB
cana-1801	292	79	nonlinear	nonlinear	ADJ
cana-1801	292	80	analysis	analysis	NOUN
cana-1801	292	81	issn	issn	NOUN
cana-1801	292	82	:	:	PUNCT
cana-1801	292	83	1074	1074	NUM
cana-1801	292	84	-	-	PUNCT
cana-1801	292	85	133x	133x	NUM
cana-1801	292	86	vol	vol	NOUN
cana-1801	292	87	32	32	NUM
cana-1801	293	1	no	no	NOUN
cana-1801	293	2	.	.	NOUN
cana-1801	293	3	2	2	NUM
cana-1801	293	4	(	(	PUNCT
cana-1801	293	5	2025	2025	NUM
cana-1801	293	6	)	)	PUNCT
cana-1801	293	7	532	532	NUM
cana-1801	293	8	https://internationalpubls.com	https://internationalpubls.com	X
cana-1801	294	1	[	[	X
cana-1801	294	2	9	9	NUM
cana-1801	294	3	]	]	X
cana-1801	294	4	inayat	inayat	PROPN
cana-1801	294	5	ali	ali	PROPN
cana-1801	294	6	,	,	PUNCT
cana-1801	294	7	eraj	eraj	PROPN
cana-1801	294	8	khan	khan	PROPN
cana-1801	294	9	,	,	PUNCT
cana-1801	294	10	sonia	sonia	PROPN
cana-1801	294	11	sabir	sabir	PROPN
cana-1801	294	12	,	,	PUNCT
cana-1801	294	13	“	"	PUNCT
cana-1801	294	14	privacy	privacy	NOUN
cana-1801	294	15	-	-	PUNCT
cana-1801	294	16	preserving	preserve	VERB
cana-1801	294	17	data	datum	NOUN
cana-1801	294	18	aggregation	aggregation	NOUN
cana-1801	294	19	in	in	ADP
cana-1801	294	20	resource	resource	NOUN
cana-1801	294	21	-	-	PUNCT
cana-1801	294	22	constrained	constrain	VERB
cana-1801	294	23	sensor	sensor	NOUN
cana-1801	294	24	nodes	node	NOUN
cana-1801	294	25	in	in	ADP
cana-1801	294	26	internet	internet	NOUN
cana-1801	294	27	of	of	ADP
cana-1801	294	28	things	thing	NOUN
cana-1801	294	29	:	:	PUNCT
cana-1801	294	30	a	a	DET
cana-1801	294	31	review	review	NOUN
cana-1801	294	32	”	"	PUNCT
cana-1801	294	33	,	,	PUNCT
cana-1801	294	34	future	future	ADJ
cana-1801	294	35	computing	computing	NOUN
cana-1801	294	36	and	and	CCONJ
cana-1801	294	37	informatics	informatic	NOUN
cana-1801	294	38	journal	journal	PROPN
cana-1801	294	39	,	,	PUNCT
cana-1801	294	40	elsevier	elsevier	PROPN
cana-1801	294	41	,	,	PUNCT
cana-1801	294	42	jan	jan	PROPN
cana-1801	294	43	2018	2018	NUM
cana-1801	295	1	[	[	X
cana-1801	295	2	10	10	NUM
cana-1801	295	3	]	]	X
cana-1801	295	4	jinyan	jinyan	PROPN
cana-1801	295	5	wang	wang	PROPN
cana-1801	295	6	,	,	PUNCT
cana-1801	295	7	kai	kai	PROPN
cana-1801	295	8	du	du	PROPN
cana-1801	295	9	,	,	PUNCT
cana-1801	295	10	xudong	xudong	PROPN
cana-1801	295	11	luo	luo	PROPN
cana-1801	295	12	,	,	PUNCT
cana-1801	295	13	xianxian	xianxian	PROPN
cana-1801	295	14	li	li	PROPN
cana-1801	295	15	,	,	PUNCT
cana-1801	295	16	“	"	PUNCT
cana-1801	295	17	two	two	NUM
cana-1801	295	18	privacy	privacy	NOUN
cana-1801	295	19	-	-	PUNCT
cana-1801	295	20	preserving	preserve	VERB
cana-1801	295	21	approaches	approach	NOUN
cana-1801	295	22	for	for	ADP
cana-1801	295	23	data	datum	NOUN
cana-1801	295	24	publishing	publishing	NOUN
cana-1801	295	25	with	with	ADP
cana-1801	295	26	identity	identity	NOUN
cana-1801	295	27	reservation	reservation	NOUN
cana-1801	295	28	”	"	PUNCT
cana-1801	295	29	,	,	PUNCT
cana-1801	295	30	knowledge	knowledge	NOUN
cana-1801	295	31	and	and	CCONJ
cana-1801	295	32	information	information	NOUN
cana-1801	295	33	systems	system	NOUN
cana-1801	295	34	,	,	PUNCT
cana-1801	295	35	springer	springer	NOUN
cana-1801	295	36	,	,	PUNCT
cana-1801	295	37	jun	jun	PROPN
cana-1801	295	38	2018	2018	NUM
cana-1801	296	1	[	[	X
cana-1801	296	2	11	11	NUM
cana-1801	296	3	]	]	PUNCT
cana-1801	296	4	razaullah	razaullah	PROPN
cana-1801	296	5	khan	khan	PROPN
cana-1801	296	6	,	,	PUNCT
cana-1801	296	7	xiaofeng	xiaofeng	PROPN
cana-1801	296	8	tao	tao	PROPN
cana-1801	296	9	,	,	PUNCT
cana-1801	296	10	adeel	adeel	PROPN
cana-1801	296	11	anjum	anjum	PROPN
cana-1801	296	12	,	,	PUNCT
cana-1801	296	13	haider	haider	PROPN
cana-1801	296	14	sajjad	sajjad	PROPN
cana-1801	296	15	,	,	PUNCT
cana-1801	296	16	saif	saif	PROPN
cana-1801	296	17	ur	ur	PROPN
cana-1801	296	18	rehman	rehman	PROPN
cana-1801	296	19	malik	malik	PROPN
cana-1801	296	20	,	,	PUNCT
cana-1801	296	21	abid	abid	PROPN
cana-1801	296	22	khan	khan	PROPN
cana-1801	296	23	,	,	PUNCT
cana-1801	296	24	fatemeh	fatemeh	VERB
cana-1801	296	25	amiri	amiri	ADV
cana-1801	296	26	,	,	PUNCT
cana-1801	296	27	“	"	PUNCT
cana-1801	296	28	privacy	privacy	NOUN
cana-1801	296	29	preserving	preserve	VERB
cana-1801	296	30	for	for	ADP
cana-1801	296	31	multiple	multiple	ADJ
cana-1801	296	32	sensitive	sensitive	ADJ
cana-1801	296	33	attributes	attribute	NOUN
cana-1801	296	34	against	against	ADP
cana-1801	296	35	fingerprint	fingerprint	NOUN
cana-1801	296	36	correlation	correlation	NOUN
cana-1801	296	37	attack	attack	NOUN
cana-1801	296	38	satisfying	satisfy	VERB
cana-1801	296	39	cdiversity	cdiversity	NOUN
cana-1801	296	40	”	"	PUNCT
cana-1801	296	41	,	,	PUNCT
cana-1801	296	42	wireless	wireless	ADJ
cana-1801	296	43	communications	communication	NOUN
cana-1801	296	44	and	and	CCONJ
cana-1801	296	45	mobile	mobile	NOUN
cana-1801	296	46	computing	computing	NOUN
cana-1801	296	47	,	,	PUNCT
cana-1801	296	48	wiley	wiley	PROPN
cana-1801	296	49	,	,	PUNCT
cana-1801	296	50	jan	jan	PROPN
cana-1801	296	51	2020	2020	NUM
cana-1801	296	52	[	[	X
cana-1801	296	53	12	12	NUM
cana-1801	296	54	]	]	PUNCT
cana-1801	296	55	xinning	xinne	VERB
cana-1801	296	56	li	li	PROPN
cana-1801	296	57	,	,	PUNCT
cana-1801	296	58	zhiping	zhipe	VERB
cana-1801	296	59	zhou	zhou	PROPN
cana-1801	296	60	,	,	PUNCT
cana-1801	296	61	“	"	PUNCT
cana-1801	296	62	a	a	DET
cana-1801	296	63	generalization	generalization	NOUN
cana-1801	296	64	model	model	NOUN
cana-1801	296	65	for	for	ADP
cana-1801	296	66	multi‑record	multi‑record	PROPN
cana-1801	296	67	privacy	privacy	PROPN
cana-1801	296	68	preservation	preservation	PROPN
cana-1801	296	69	”	"	PUNCT
cana-1801	296	70	,	,	PUNCT
cana-1801	296	71	journal	journal	NOUN
cana-1801	296	72	of	of	ADP
cana-1801	296	73	ambient	ambient	ADJ
cana-1801	296	74	intelligence	intelligence	NOUN
cana-1801	296	75	and	and	CCONJ
cana-1801	296	76	humanized	humanize	VERB
cana-1801	296	77	computing	computing	NOUN
cana-1801	296	78	,	,	PUNCT
cana-1801	296	79	springer	springer	NOUN
cana-1801	296	80	,	,	PUNCT
cana-1801	296	81	sep	sep	NOUN
cana-1801	296	82	2019	2019	NUM
cana-1801	296	83	[	[	X
cana-1801	296	84	13	13	NUM
cana-1801	296	85	]	]	PUNCT
cana-1801	296	86	chandramohan	chandramohan	NOUN
cana-1801	296	87	dhasarathan	dhasarathan	PROPN
cana-1801	296	88	,	,	PUNCT
cana-1801	296	89	vengattaraman	vengattaraman	PROPN
cana-1801	296	90	thirumal	thirumal	NOUN
cana-1801	296	91	,	,	PUNCT
cana-1801	296	92	dhavachelvan	dhavachelvan	ADJ
cana-1801	296	93	ponnurangam	ponnurangam	NOUN
cana-1801	296	94	,	,	PUNCT
cana-1801	296	95	“	"	PUNCT
cana-1801	296	96	a	a	DET
cana-1801	296	97	secure	secure	ADJ
cana-1801	296	98	data	data	NOUN
cana-1801	296	99	privacy	privacy	NOUN
cana-1801	296	100	preservation	preservation	NOUN
cana-1801	296	101	for	for	ADP
cana-1801	296	102	on	on	ADP
cana-1801	296	103	-	-	PUNCT
cana-1801	296	104	demand	demand	NOUN
cana-1801	296	105	cloud	cloud	NOUN
cana-1801	296	106	service	service	NOUN
cana-1801	296	107	”	"	PUNCT
cana-1801	296	108	,	,	PUNCT
cana-1801	296	109	journal	journal	NOUN
cana-1801	296	110	of	of	ADP
cana-1801	296	111	king	king	PROPN
cana-1801	296	112	saud	saud	PROPN
cana-1801	296	113	university	university	PROPN
cana-1801	296	114	–	–	PUNCT
cana-1801	296	115	engineering	engineering	NOUN
cana-1801	296	116	sciences	science	NOUN
cana-1801	296	117	,	,	PUNCT
cana-1801	296	118	elsevier	elsevier	NOUN
cana-1801	296	119	,	,	PUNCT
cana-1801	296	120	dec	dec	PROPN
cana-1801	296	121	2015	2015	NUM
cana-1801	296	122	[	[	X
cana-1801	296	123	14	14	NUM
cana-1801	296	124	]	]	X
cana-1801	296	125	jong	jong	PROPN
cana-1801	296	126	wook	wook	PROPN
cana-1801	296	127	kim	kim	PROPN
cana-1801	296	128	,	,	PUNCT
cana-1801	296	129	beakcheo	beakcheo	PROPN
cana-1801	296	130	jang	jang	PROPN
cana-1801	296	131	,	,	PUNCT
cana-1801	296	132	hoon	hoon	PROPN
cana-1801	296	133	yoo	yoo	PROPN
cana-1801	296	134	,	,	PUNCT
cana-1801	296	135	“	"	PUNCT
cana-1801	296	136	privacy	privacy	NOUN
cana-1801	296	137	-	-	PUNCT
cana-1801	296	138	preserving	preserve	VERB
cana-1801	296	139	aggregation	aggregation	NOUN
cana-1801	296	140	of	of	ADP
cana-1801	296	141	personal	personal	ADJ
cana-1801	296	142	health	health	NOUN
cana-1801	296	143	data	datum	NOUN
cana-1801	296	144	streams	stream	NOUN
cana-1801	296	145	”	"	PUNCT
cana-1801	296	146	,	,	PUNCT
cana-1801	296	147	plos	plos	PROPN
cana-1801	296	148	one	one	NUM
cana-1801	296	149	|	|	ADV
cana-1801	296	150	https://doi.org/10.1371/journal.pone.0207639	https://doi.org/10.1371/journal.pone.0207639	PROPN
cana-1801	296	151	november	november	PROPN
cana-1801	296	152	29	29	NUM
cana-1801	296	153	,	,	PUNCT
cana-1801	296	154	2018	2018	NUM
cana-1801	297	1	[	[	X
cana-1801	297	2	15	15	NUM
cana-1801	298	1	]	]	X
cana-1801	298	2	jie	jie	PROPN
cana-1801	298	3	xu	xu	PROPN
cana-1801	298	4	,	,	PUNCT
cana-1801	298	5	kaiping	kaipe	VERB
cana-1801	298	6	xue	xue	PROPN
cana-1801	298	7	,	,	PUNCT
cana-1801	298	8	shaohua	shaohua	PROPN
cana-1801	298	9	li	li	PROPN
cana-1801	298	10	,	,	PUNCT
cana-1801	298	11	hangyu	hangyu	PROPN
cana-1801	298	12	tian	tian	PROPN
cana-1801	298	13	,	,	PUNCT
cana-1801	298	14	jianan	jianan	PROPN
cana-1801	298	15	hong	hong	PROPN
cana-1801	298	16	,	,	PUNCT
cana-1801	298	17	peilin	peilin	PROPN
cana-1801	298	18	hong	hong	PROPN
cana-1801	298	19	,	,	PUNCT
cana-1801	298	20	and	and	CCONJ
cana-1801	298	21	nenghai	nenghai	PROPN
cana-1801	298	22	yu	yu	PROPN
cana-1801	298	23	,	,	PUNCT
cana-1801	298	24	“	"	PUNCT
cana-1801	298	25	healthchain	healthchain	NOUN
cana-1801	298	26	:	:	PUNCT
cana-1801	298	27	a	a	DET
cana-1801	298	28	blockchain	blockchain	PROPN
cana-1801	298	29	-	-	PUNCT
cana-1801	298	30	based	base	VERB
cana-1801	298	31	privacy	privacy	NOUN
cana-1801	298	32	preserving	preserve	VERB
cana-1801	298	33	scheme	scheme	NOUN
cana-1801	298	34	for	for	ADP
cana-1801	298	35	large	large	ADJ
cana-1801	298	36	-	-	PUNCT
cana-1801	298	37	scale	scale	NOUN
cana-1801	298	38	health	health	NOUN
cana-1801	298	39	data	datum	NOUN
cana-1801	298	40	”	"	PUNCT
cana-1801	298	41	,	,	PUNCT
cana-1801	298	42	ieee	ieee	NOUN
cana-1801	298	43	internet	internet	NOUN
cana-1801	298	44	of	of	ADP
cana-1801	298	45	things	thing	NOUN
cana-1801	298	46	journal	journal	NOUN
cana-1801	298	47	,	,	PUNCT
cana-1801	298	48	vol	vol	NOUN
cana-1801	298	49	.	.	PROPN
cana-1801	299	1	6	6	NUM
cana-1801	299	2	,	,	PUNCT
cana-1801	299	3	no	no	INTJ
cana-1801	299	4	.	.	NOUN
cana-1801	299	5	5	5	NUM
cana-1801	299	6	,	,	PUNCT
cana-1801	299	7	oct	oct	NOUN
cana-1801	299	8	2019	2019	NUM
cana-1801	299	9	[	[	X
cana-1801	299	10	16	16	NUM
cana-1801	299	11	]	]	X
cana-1801	299	12	karim	karim	PROPN
cana-1801	299	13	abouelmehdi	abouelmehdi	PROPN
cana-1801	299	14	,	,	PUNCT
cana-1801	299	15	abderrahim	abderrahim	PROPN
cana-1801	299	16	beni‑hessane	beni‑hessane	PROPN
cana-1801	299	17	and	and	CCONJ
cana-1801	299	18	hayat	hayat	PROPN
cana-1801	299	19	khaloufi	khaloufi	PROPN
cana-1801	299	20	,	,	PUNCT
cana-1801	299	21	“	"	PUNCT
cana-1801	299	22	big	big	ADJ
cana-1801	299	23	healthcare	healthcare	PROPN
cana-1801	299	24	data	datum	NOUN
cana-1801	299	25	:	:	PUNCT
cana-1801	299	26	preserving	preserve	VERB
cana-1801	299	27	security	security	NOUN
cana-1801	299	28	and	and	CCONJ
cana-1801	299	29	privacy	privacy	NOUN
cana-1801	299	30	”	"	PUNCT
cana-1801	299	31	,	,	PUNCT
cana-1801	299	32	journal	journal	NOUN
cana-1801	299	33	of	of	ADP
cana-1801	299	34	big	big	ADJ
cana-1801	299	35	data	datum	NOUN
cana-1801	299	36	,	,	PUNCT
cana-1801	299	37	springer	springer	NOUN
cana-1801	299	38	,	,	PUNCT
cana-1801	299	39	feb	feb	PROPN
cana-1801	299	40	2018	2018	NUM
cana-1801	300	1	[	[	X
cana-1801	300	2	17	17	NUM
cana-1801	300	3	]	]	PUNCT
cana-1801	300	4	priyank	priyank	PROPN
cana-1801	300	5	jain	jain	PROPN
cana-1801	300	6	,	,	PUNCT
cana-1801	300	7	manasi	manasi	PROPN
cana-1801	300	8	gyanchandani	gyanchandani	PROPN
cana-1801	300	9	and	and	CCONJ
cana-1801	300	10	nilay	nilay	PROPN
cana-1801	300	11	khare	khare	NOUN
cana-1801	300	12	,	,	PUNCT
cana-1801	300	13	“	"	PUNCT
cana-1801	300	14	big	big	ADJ
cana-1801	300	15	data	datum	NOUN
cana-1801	300	16	privacy	privacy	NOUN
cana-1801	300	17	:	:	PUNCT
cana-1801	300	18	a	a	DET
cana-1801	300	19	technological	technological	ADJ
cana-1801	300	20	perspective	perspective	NOUN
cana-1801	300	21	and	and	CCONJ
cana-1801	300	22	review	review	NOUN
cana-1801	300	23	”	"	PUNCT
cana-1801	300	24	,	,	PUNCT
cana-1801	300	25	journal	journal	NOUN
cana-1801	300	26	of	of	ADP
cana-1801	300	27	big	big	ADJ
cana-1801	300	28	data	datum	NOUN
cana-1801	300	29	,	,	PUNCT
cana-1801	300	30	sep	sep	PROPN
cana-1801	300	31	2016	2016	NUM
cana-1801	300	32	[	[	X
cana-1801	300	33	18	18	NUM
cana-1801	300	34	]	]	X
cana-1801	300	35	karuna	karuna	PROPN
cana-1801	300	36	arava	arava	PROPN
cana-1801	300	37	,	,	PUNCT
cana-1801	300	38	sumalatha	sumalatha	PROPN
cana-1801	300	39	lingamgunta	lingamgunta	NOUN
cana-1801	300	40	,	,	PUNCT
cana-1801	300	41	“	"	PUNCT
cana-1801	300	42	adaptive	adaptive	ADJ
cana-1801	300	43	k	k	ADJ
cana-1801	300	44	-	-	PUNCT
cana-1801	300	45	anonymity	anonymity	NOUN
cana-1801	300	46	approach	approach	NOUN
cana-1801	300	47	for	for	ADP
cana-1801	300	48	privacy	privacy	NOUN
cana-1801	300	49	preserving	preserve	VERB
cana-1801	300	50	in	in	ADP
cana-1801	300	51	cloud	cloud	NOUN
cana-1801	300	52	”	"	PUNCT
cana-1801	300	53	,	,	PUNCT
cana-1801	300	54	arabian	arabian	ADJ
cana-1801	300	55	journal	journal	NOUN
cana-1801	300	56	for	for	ADP
cana-1801	300	57	science	science	NOUN
cana-1801	300	58	and	and	CCONJ
cana-1801	300	59	engineering	engineering	NOUN
cana-1801	300	60	,	,	PUNCT
cana-1801	300	61	springer	springer	NOUN
cana-1801	300	62	,	,	PUNCT
cana-1801	300	63	jul	jul	PROPN
cana-1801	300	64	2019	2019	NUM
cana-1801	300	65	[	[	X
cana-1801	300	66	19	19	NUM
cana-1801	300	67	]	]	X
cana-1801	300	68	c.	c.	PROPN
cana-1801	300	69	wafo	wafo	PROPN
cana-1801	300	70	soh	soh	PROPN
cana-1801	300	71	,	,	PUNCT
cana-1801	300	72	l.	l.	PROPN
cana-1801	300	73	l.	l.	PROPN
cana-1801	300	74	njilla	njilla	PROPN
cana-1801	300	75	,	,	PUNCT
cana-1801	300	76	k.	k.	PROPN
cana-1801	300	77	k.	k.	PROPN
cana-1801	300	78	kwiat	kwiat	PROPN
cana-1801	300	79	,	,	PUNCT
cana-1801	300	80	c.	c.	PROPN
cana-1801	300	81	a.	a.	PROPN
cana-1801	300	82	kamhoua	kamhoua	PROPN
cana-1801	300	83	,	,	PUNCT
cana-1801	300	84	“	"	PUNCT
cana-1801	300	85	learning	learn	VERB
cana-1801	300	86	quasi‑identifiers	quasi‑identifier	NOUN
cana-1801	300	87	for	for	ADP
cana-1801	300	88	privacy‑preserving	privacy‑preserve	VERB
cana-1801	300	89	exchanges	exchange	NOUN
cana-1801	300	90	:	:	PUNCT
cana-1801	300	91	a	a	DET
cana-1801	300	92	rough	rough	ADJ
cana-1801	300	93	set	set	NOUN
cana-1801	300	94	theory	theory	NOUN
cana-1801	300	95	approach	approach	NOUN
cana-1801	300	96	”	"	PUNCT
cana-1801	300	97	,	,	PUNCT
cana-1801	300	98	granular	granular	ADJ
cana-1801	300	99	computing	computing	NOUN
cana-1801	300	100	,	,	PUNCT
cana-1801	300	101	springer	springer	NOUN
cana-1801	300	102	,	,	PUNCT
cana-1801	300	103	aug	aug	PROPN
cana-1801	300	104	2018	2018	NUM
cana-1801	300	105	[	[	X
cana-1801	300	106	20	20	NUM
cana-1801	300	107	]	]	PUNCT
cana-1801	300	108	beata	beata	NOUN
cana-1801	300	109	strack	strack	NOUN
cana-1801	300	110	,	,	PUNCT
cana-1801	300	111	jonathan	jonathan	PROPN
cana-1801	300	112	p.	p.	PROPN
cana-1801	300	113	deshazo	deshazo	PROPN
cana-1801	300	114	,	,	PUNCT
cana-1801	300	115	chris	chris	PROPN
cana-1801	300	116	gennings	gennings	PROPN
cana-1801	300	117	,	,	PUNCT
cana-1801	300	118	juan	juan	PROPN
cana-1801	300	119	l.	l.	PROPN
cana-1801	300	120	olmo	olmo	PROPN
cana-1801	300	121	,	,	PUNCT
cana-1801	300	122	sebastian	sebastian	PROPN
cana-1801	300	123	ventura	ventura	PROPN
cana-1801	300	124	,	,	PUNCT
cana-1801	300	125	krzysztof	krzysztof	PROPN
cana-1801	300	126	j.	j.	PROPN
cana-1801	300	127	cios	cios	PROPN
cana-1801	300	128	,	,	PUNCT
cana-1801	300	129	john	john	PROPN
cana-1801	300	130	n.	n.	PROPN
cana-1801	300	131	clore	clore	PROPN
cana-1801	300	132	,	,	PUNCT
cana-1801	300	133	“	"	PUNCT
cana-1801	300	134	impact	impact	NOUN
cana-1801	300	135	of	of	ADP
cana-1801	300	136	hba1c	hba1c	PROPN
cana-1801	300	137	measurement	measurement	NOUN
cana-1801	300	138	on	on	ADP
cana-1801	300	139	hospital	hospital	NOUN
cana-1801	300	140	readmission	readmission	NOUN
cana-1801	300	141	rates	rate	NOUN
cana-1801	300	142	:	:	PUNCT
cana-1801	300	143	analysis	analysis	NOUN
cana-1801	300	144	of	of	ADP
cana-1801	300	145	70,000	70,000	NUM
cana-1801	300	146	clinical	clinical	ADJ
cana-1801	300	147	database	database	NOUN
cana-1801	300	148	patient	patient	NOUN
cana-1801	300	149	records	record	NOUN
cana-1801	300	150	”	"	PUNCT
cana-1801	300	151	,	,	PUNCT
cana-1801	300	152	biomed	biome	VERB
cana-1801	300	153	research	research	NOUN
cana-1801	300	154	international	international	ADJ
cana-1801	300	155	,	,	PUNCT
cana-1801	300	156	hindawi	hindawi	ADJ
cana-1801	300	157	publishing	publishing	NOUN
cana-1801	300	158	corporation	corporation	NOUN
cana-1801	300	159	,	,	PUNCT
cana-1801	300	160	apr	apr	PROPN
cana-1801	300	161	2014	2014	NUM