id	sid	tid	token	lemma	pos
cana-1474	1	1	communications	communication	NOUN
cana-1474	1	2	on	on	ADP
cana-1474	1	3	applied	apply	VERB
cana-1474	1	4	nonlinear	nonlinear	ADJ
cana-1474	1	5	analysis	analysis	NOUN
cana-1474	1	6	issn	issn	NOUN
cana-1474	1	7	:	:	PUNCT
cana-1474	1	8	1074	1074	NUM
cana-1474	1	9	-	-	PUNCT
cana-1474	1	10	133x	133x	NUM
cana-1474	1	11	vol	vol	NOUN
cana-1474	1	12	31	31	NUM
cana-1474	1	13	no	no	NOUN
cana-1474	1	14	.	.	PUNCT
cana-1474	2	1	8s	8s	PROPN
cana-1474	2	2	(	(	PUNCT
cana-1474	2	3	2024	2024	NUM
cana-1474	2	4	)	)	PUNCT
cana-1474	2	5	179	179	NUM
cana-1474	2	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1474	2	7	a	a	DET
cana-1474	2	8	mathematical	mathematical	ADJ
cana-1474	2	9	real	real	ADJ
cana-1474	2	10	analysis	analysis	NOUN
cana-1474	2	11	on	on	ADP
cana-1474	2	12	2d	2d	NUM
cana-1474	2	13	connection	connection	NOUN
cana-1474	2	14	spaces	space	NOUN
cana-1474	2	15	for	for	ADP
cana-1474	2	16	network	network	NOUN
cana-1474	2	17	cyber	cyber	NOUN
cana-1474	2	18	threats	threat	NOUN
cana-1474	2	19	:	:	PUNCT
cana-1474	2	20	a	a	DET
cana-1474	2	21	seiar	seiar	ADJ
cana-1474	2	22	-	-	PUNCT
cana-1474	2	23	neural	neural	ADJ
cana-1474	2	24	network	network	NOUN
cana-1474	2	25	approach	approach	NOUN
cana-1474	2	26	sailaja	sailaja	PROPN
cana-1474	2	27	ayyalasomayajula1	ayyalasomayajula1	PROPN
cana-1474	2	28	,	,	PUNCT
cana-1474	2	29	deepak	deepak	PROPN
cana-1474	2	30	dasaratha	dasaratha	PROPN
cana-1474	2	31	rao2	rao2	PROPN
cana-1474	2	32	,	,	PUNCT
cana-1474	2	33	mohit	mohit	PROPN
cana-1474	2	34	goel3	goel3	PROPN
cana-1474	2	35	,	,	PUNCT
cana-1474	2	36	shahnawaz	shahnawaz	PROPN
cana-1474	2	37	khan4	khan4	PROPN
cana-1474	2	38	,	,	PUNCT
cana-1474	2	39	p.k.hemalatha5	p.k.hemalatha5	PROPN
cana-1474	2	40	,	,	PUNCT
cana-1474	2	41	prashant	prashant	PROPN
cana-1474	2	42	kumar	kumar	PROPN
cana-1474	2	43	sahu6	sahu6	PROPN
cana-1474	3	1	1school	1school	NUM
cana-1474	3	2	of	of	ADP
cana-1474	3	3	business	business	NOUN
cana-1474	3	4	and	and	CCONJ
cana-1474	3	5	technology	technology	NOUN
cana-1474	3	6	,	,	PUNCT
cana-1474	3	7	aspen	aspen	PROPN
cana-1474	3	8	university	university	PROPN
cana-1474	3	9	,	,	PUNCT
cana-1474	3	10	arizona	arizona	PROPN
cana-1474	3	11	,	,	PUNCT
cana-1474	3	12	usa	usa	PROPN
cana-1474	3	13	2indian	2indian	PROPN
cana-1474	3	14	institute	institute	NOUN
cana-1474	3	15	of	of	ADP
cana-1474	3	16	technology	technology	PROPN
cana-1474	3	17	,	,	PUNCT
cana-1474	3	18	patna	patna	PROPN
cana-1474	3	19	3bachelor	3bachelor	NUM
cana-1474	3	20	of	of	ADP
cana-1474	3	21	technology	technology	NOUN
cana-1474	3	22	in	in	ADP
cana-1474	3	23	computer	computer	NOUN
cana-1474	3	24	science	science	NOUN
cana-1474	3	25	,	,	PUNCT
cana-1474	3	26	dr	dr	PROPN
cana-1474	3	27	apj	apj	PROPN
cana-1474	3	28	abdul	abdul	PROPN
cana-1474	3	29	kalam	kalam	PROPN
cana-1474	3	30	technical	technical	PROPN
cana-1474	3	31	university	university	PROPN
cana-1474	3	32	,	,	PUNCT
cana-1474	3	33	lucknow	lucknow	PROPN
cana-1474	3	34	4master	4master	NUM
cana-1474	3	35	of	of	ADP
cana-1474	3	36	computer	computer	NOUN
cana-1474	3	37	application	application	NOUN
cana-1474	3	38	,	,	PUNCT
cana-1474	3	39	bundelkhand	bundelkhand	PROPN
cana-1474	3	40	university	university	PROPN
cana-1474	3	41	,	,	PUNCT
cana-1474	3	42	jhansi	jhansi	PROPN
cana-1474	3	43	,	,	PUNCT
cana-1474	3	44	up	up	ADV
cana-1474	3	45	,	,	PUNCT
cana-1474	3	46	india	india	PROPN
cana-1474	3	47	5	5	NUM
cana-1474	3	48	dept	dept	NOUN
cana-1474	3	49	of	of	ADP
cana-1474	3	50	mathematics	mathematic	NOUN
cana-1474	3	51	,	,	PUNCT
cana-1474	3	52	vel	vel	PROPN
cana-1474	3	53	tech	tech	PROPN
cana-1474	3	54	rangarajan	rangarajan	PROPN
cana-1474	3	55	dr	dr	PROPN
cana-1474	3	56	sagunthala	sagunthala	PROPN
cana-1474	3	57	r	r	PROPN
cana-1474	3	58	&	&	CCONJ
cana-1474	3	59	d	d	PROPN
cana-1474	3	60	institute	institute	PROPN
cana-1474	3	61	of	of	ADP
cana-1474	3	62	science	science	NOUN
cana-1474	3	63	and	and	CCONJ
cana-1474	3	64	technology	technology	NOUN
cana-1474	3	65	chennai	chennai	PROPN
cana-1474	3	66	,	,	PUNCT
cana-1474	3	67	india	india	PROPN
cana-1474	3	68	6applied	6applied	NUM
cana-1474	3	69	physics	physics	NOUN
cana-1474	3	70	,	,	PUNCT
cana-1474	3	71	bhilai	bhilai	PROPN
cana-1474	3	72	institute	institute	PROPN
cana-1474	3	73	of	of	ADP
cana-1474	3	74	technology	technology	PROPN
cana-1474	3	75	,	,	PUNCT
cana-1474	3	76	durg	durg	NOUN
cana-1474	3	77	(	(	PUNCT
cana-1474	3	78	c.g	c.g	PROPN
cana-1474	3	79	.	.	PROPN
cana-1474	3	80	)	)	PUNCT
cana-1474	4	1	1sailaja.ayyala@outlook.com	1sailaja.ayyala@outlook.com	NUM
cana-1474	4	2	,	,	PUNCT
cana-1474	4	3	2deepakrao@ieee.org	2deepakrao@ieee.org	NUM
cana-1474	4	4	,	,	PUNCT
cana-1474	4	5	3mohit.knit@gmail.com	3mohit.knit@gmail.com	NUM
cana-1474	4	6	,	,	PUNCT
cana-1474	4	7	4shanawaz.qa@gmail.com	4shanawaz.qa@gmail.com	NUM
cana-1474	4	8	,	,	PUNCT
cana-1474	4	9	5pkhemalathamsc@gmail.com	5pkhemalathamsc@gmail.com	NUM
cana-1474	4	10	,	,	PUNCT
cana-1474	4	11	6prashantsahu_27@yahoo.co.in	6prashantsahu_27@yahoo.co.in	PROPN
cana-1474	4	12	corresponding	corresponding	ADJ
cana-1474	4	13	author	author	NOUN
cana-1474	4	14	:	:	PUNCT
cana-1474	4	15	1sailaja.ayyala@outlook.com	1sailaja.ayyala@outlook.com	NUM
cana-1474	4	16	article	article	NOUN
cana-1474	4	17	history	history	NOUN
cana-1474	4	18	:	:	PUNCT
cana-1474	4	19	received	receive	VERB
cana-1474	4	20	:	:	PUNCT
cana-1474	4	21	22	22	NUM
cana-1474	4	22	-	-	PUNCT
cana-1474	4	23	04	04	NUM
cana-1474	4	24	-	-	PUNCT
cana-1474	4	25	2024	2024	NUM
cana-1474	4	26	revised	revise	VERB
cana-1474	4	27	:	:	PUNCT
cana-1474	4	28	12	12	NUM
cana-1474	4	29	-	-	PUNCT
cana-1474	4	30	06	06	NUM
cana-1474	4	31	-	-	PUNCT
cana-1474	4	32	2024	2024	NUM
cana-1474	4	33	accepted	accept	VERB
cana-1474	4	34	:	:	PUNCT
cana-1474	4	35	25	25	NUM
cana-1474	4	36	-	-	PUNCT
cana-1474	4	37	06	06	NUM
cana-1474	4	38	-	-	PUNCT
cana-1474	4	39	2024	2024	NUM
cana-1474	4	40	abstract	abstract	NOUN
cana-1474	4	41	:	:	PUNCT
cana-1474	4	42	this	this	DET
cana-1474	4	43	article	article	NOUN
cana-1474	4	44	examines	examine	VERB
cana-1474	4	45	this	this	DET
cana-1474	4	46	problem	problem	NOUN
cana-1474	4	47	by	by	ADP
cana-1474	4	48	deploying	deploy	VERB
cana-1474	4	49	the	the	DET
cana-1474	4	50	mathematical	mathematical	ADJ
cana-1474	4	51	modelling	modelling	NOUN
cana-1474	4	52	,	,	PUNCT
cana-1474	4	53	specifically	specifically	ADV
cana-1474	4	54	compartmental	compartmental	ADJ
cana-1474	4	55	seiar	seiar	ADJ
cana-1474	4	56	model	model	NOUN
cana-1474	4	57	to	to	PART
cana-1474	4	58	simulate	simulate	VERB
cana-1474	4	59	and	and	CCONJ
cana-1474	4	60	analyse	analyse	NOUN
cana-1474	4	61	cyberattack	cyberattack	NOUN
cana-1474	4	62	on	on	ADP
cana-1474	4	63	a	a	DET
cana-1474	4	64	number	number	NOUN
cana-1474	4	65	of	of	ADP
cana-1474	4	66	devices	device	NOUN
cana-1474	4	67	linking	link	VERB
cana-1474	4	68	with	with	ADP
cana-1474	4	69	a	a	DET
cana-1474	4	70	server	server	NOUN
cana-1474	4	71	.	.	PUNCT
cana-1474	5	1	using	use	VERB
cana-1474	5	2	epidemiological	epidemiological	ADJ
cana-1474	5	3	modelling	modelling	NOUN
cana-1474	5	4	techniques	technique	NOUN
cana-1474	5	5	to	to	PART
cana-1474	5	6	understand	understand	VERB
cana-1474	5	7	cyber	cyber	ADJ
cana-1474	5	8	threat	threat	NOUN
cana-1474	5	9	,	,	PUNCT
cana-1474	5	10	this	this	DET
cana-1474	5	11	approach	approach	NOUN
cana-1474	5	12	,	,	PUNCT
cana-1474	5	13	also	also	ADV
cana-1474	5	14	known	know	VERB
cana-1474	5	15	as	as	ADP
cana-1474	5	16	malware	malware	NOUN
cana-1474	5	17	contagion	contagion	NOUN
cana-1474	5	18	research	research	NOUN
cana-1474	5	19	spans	span	NOUN
cana-1474	5	20	from	from	ADP
cana-1474	5	21	the	the	DET
cana-1474	5	22	early	early	ADJ
cana-1474	5	23	2000	2000	NUM
cana-1474	5	24	's	's	PART
cana-1474	5	25	,	,	PUNCT
cana-1474	5	26	where	where	SCONJ
cana-1474	5	27	researchers	researcher	NOUN
cana-1474	5	28	applied	apply	VERB
cana-1474	5	29	principles	principle	NOUN
cana-1474	5	30	of	of	ADP
cana-1474	5	31	epidemic	epidemic	NOUN
cana-1474	5	32	theory	theory	NOUN
cana-1474	5	33	and	and	CCONJ
cana-1474	5	34	benchmark	benchmark	NOUN
cana-1474	5	35	methods	method	NOUN
cana-1474	5	36	used	use	VERB
cana-1474	5	37	by	by	ADP
cana-1474	5	38	national	national	PROPN
cana-1474	5	39	institute	institute	PROPN
cana-1474	5	40	for	for	ADP
cana-1474	5	41	computer	computer	NOUN
cana-1474	5	42	science	science	NOUN
cana-1474	5	43	.	.	PUNCT
cana-1474	6	1	this	this	DET
cana-1474	6	2	research	research	NOUN
cana-1474	6	3	explores	explore	VERB
cana-1474	6	4	a	a	DET
cana-1474	6	5	method	method	NOUN
cana-1474	6	6	of	of	ADP
cana-1474	6	7	computational	computational	ADJ
cana-1474	6	8	work	work	NOUN
cana-1474	6	9	on	on	ADP
cana-1474	6	10	an	an	DET
cana-1474	6	11	artificial	artificial	ADJ
cana-1474	6	12	neural	neural	ADJ
cana-1474	6	13	networks	network	NOUN
cana-1474	6	14	with	with	ADP
cana-1474	6	15	the	the	DET
cana-1474	6	16	system	system	NOUN
cana-1474	6	17	of	of	ADP
cana-1474	6	18	ode	ode	PROPN
cana-1474	6	19	that	that	PRON
cana-1474	6	20	describes	describe	VERB
cana-1474	6	21	seiar	seiar	ADJ
cana-1474	6	22	model	model	NOUN
cana-1474	6	23	in	in	ADP
cana-1474	6	24	distributed	distribute	VERB
cana-1474	6	25	denial	denial	NOUN
cana-1474	6	26	of	of	ADP
cana-1474	6	27	service	service	NOUN
cana-1474	6	28	attacks	attack	NOUN
cana-1474	6	29	.	.	PUNCT
cana-1474	7	1	the	the	DET
cana-1474	7	2	study	study	NOUN
cana-1474	7	3	uses	use	VERB
cana-1474	7	4	a	a	DET
cana-1474	7	5	feed	feed	NOUN
cana-1474	7	6	-	-	PUNCT
cana-1474	7	7	forward	forward	NOUN
cana-1474	7	8	neural	neural	ADJ
cana-1474	7	9	network	network	NOUN
cana-1474	7	10	trained	train	VERB
cana-1474	7	11	with	with	ADP
cana-1474	7	12	back	back	ADV
cana-1474	7	13	-	-	PUNCT
cana-1474	7	14	propagated	propagate	VERB
cana-1474	7	15	levenberg	levenberg	PROPN
cana-1474	7	16	-	-	PUNCT
cana-1474	7	17	marquardt	marquardt	PROPN
cana-1474	7	18	algorithmascular	algorithmascular	PROPN
cana-1474	7	19	bed	bed	NOUN
cana-1474	7	20	dysfunction	dysfunction	NOUN
cana-1474	7	21	.	.	PUNCT
cana-1474	8	1	we	we	PRON
cana-1474	8	2	choose	choose	VERB
cana-1474	8	3	a	a	DET
cana-1474	8	4	machine	machine	NOUN
cana-1474	8	5	-	-	PUNCT
cana-1474	8	6	learning	learning	NOUN
cana-1474	8	7	-	-	PUNCT
cana-1474	8	8	based	base	VERB
cana-1474	8	9	approach	approach	NOUN
cana-1474	8	10	here	here	ADV
cana-1474	8	11	because	because	SCONJ
cana-1474	8	12	it	it	PRON
cana-1474	8	13	is	be	AUX
cana-1474	8	14	known	know	VERB
cana-1474	8	15	to	to	PART
cana-1474	8	16	work	work	VERB
cana-1474	8	17	well	well	ADV
cana-1474	8	18	with	with	ADP
cana-1474	8	19	linear	linear	ADJ
cana-1474	8	20	scenarios	scenario	NOUN
cana-1474	8	21	and	and	CCONJ
cana-1474	8	22	has	have	VERB
cana-1474	8	23	faster	fast	ADJ
cana-1474	8	24	convergence	convergence	NOUN
cana-1474	8	25	rate	rate	NOUN
cana-1474	8	26	;	;	PUNCT
cana-1474	8	27	hence	hence	ADV
cana-1474	8	28	we	we	PRON
cana-1474	8	29	use	use	VERB
cana-1474	8	30	this	this	PRON
cana-1474	8	31	as	as	ADP
cana-1474	8	32	an	an	DET
cana-1474	8	33	optimisation	optimisation	NOUN
cana-1474	8	34	method	method	NOUN
cana-1474	8	35	.	.	PUNCT
cana-1474	9	1	the	the	DET
cana-1474	9	2	basis	basis	NOUN
cana-1474	9	3	fnnblma	fnnblma	NOUN
cana-1474	9	4	results	result	NOUN
cana-1474	9	5	are	be	AUX
cana-1474	9	6	then	then	ADV
cana-1474	9	7	evaluated	evaluate	VERB
cana-1474	9	8	with	with	ADP
cana-1474	9	9	the	the	DET
cana-1474	9	10	validated	validate	VERB
cana-1474	9	11	solutions	solution	NOUN
cana-1474	9	12	obtained	obtain	VERB
cana-1474	9	13	using	use	VERB
cana-1474	9	14	rk-4optimizer	rk-4optimizer	PROPN
cana-1474	9	15	in	in	ADP
cana-1474	9	16	order	order	NOUN
cana-1474	9	17	to	to	PART
cana-1474	9	18	find	find	VERB
cana-1474	9	19	out	out	ADP
cana-1474	9	20	about	about	ADP
cana-1474	9	21	how	how	SCONJ
cana-1474	9	22	much	much	ADJ
cana-1474	9	23	accurate	accurate	ADJ
cana-1474	9	24	and	and	CCONJ
cana-1474	9	25	effective	effective	ADJ
cana-1474	9	26	is	be	AUX
cana-1474	9	27	said	say	VERB
cana-1474	9	28	method	method	NOUN
cana-1474	9	29	.	.	PUNCT
cana-1474	10	1	the	the	DET
cana-1474	10	2	agreement	agreement	NOUN
cana-1474	10	3	is	be	AUX
cana-1474	10	4	very	very	ADV
cana-1474	10	5	good	good	ADJ
cana-1474	10	6	,	,	PUNCT
cana-1474	10	7	with	with	ADP
cana-1474	10	8	only	only	ADJ
cana-1474	10	9	small	small	ADJ
cana-1474	10	10	absolute	absolute	ADJ
cana-1474	10	11	errors	error	NOUN
cana-1474	10	12	between	between	ADP
cana-1474	10	13	the	the	DET
cana-1474	10	14	approximate	approximate	ADJ
cana-1474	10	15	and	and	CCONJ
cana-1474	10	16	reference	reference	NOUN
cana-1474	10	17	solutions	solution	NOUN
cana-1474	10	18	.	.	PUNCT
cana-1474	11	1	we	we	PRON
cana-1474	11	2	demonstrate	demonstrate	VERB
cana-1474	11	3	the	the	DET
cana-1474	11	4	strength	strength	NOUN
cana-1474	11	5	of	of	ADP
cana-1474	11	6	our	our	PRON
cana-1474	11	7	design	design	NOUN
cana-1474	11	8	strategy	strategy	NOUN
cana-1474	11	9	with	with	ADP
cana-1474	11	10	by	by	ADP
cana-1474	11	11	showing	show	VERB
cana-1474	11	12	convergence	convergence	NOUN
cana-1474	11	13	analysis	analysis	NOUN
cana-1474	11	14	,	,	PUNCT
cana-1474	11	15	error	error	NOUN
cana-1474	11	16	histograms	histogram	NOUN
cana-1474	11	17	and	and	CCONJ
cana-1474	11	18	regression	regression	NOUN
cana-1474	11	19	on	on	ADP
cana-1474	11	20	each	each	DET
cana-1474	11	21	differential	differential	ADJ
cana-1474	11	22	equations	equation	NOUN
cana-1474	11	23	in	in	ADP
cana-1474	11	24	the	the	DET
cana-1474	11	25	seiar	seiar	ADJ
cana-1474	11	26	model	model	NOUN
cana-1474	11	27	.	.	PUNCT
cana-1474	12	1	this	this	DET
cana-1474	12	2	work	work	NOUN
cana-1474	12	3	emphasizes	emphasize	VERB
cana-1474	12	4	the	the	DET
cana-1474	12	5	potential	potential	NOUN
cana-1474	12	6	of	of	ADP
cana-1474	12	7	machine	machine	NOUN
cana-1474	12	8	learning	learning	NOUN
cana-1474	12	9	methodology	methodology	NOUN
cana-1474	12	10	,	,	PUNCT
cana-1474	12	11	anns	ann	NOUN
cana-1474	12	12	particularly	particularly	ADV
cana-1474	12	13	,	,	PUNCT
cana-1474	12	14	in	in	ADP
cana-1474	12	15	building	build	VERB
cana-1474	12	16	robust	robust	ADJ
cana-1474	12	17	defence	defence	NOUN
cana-1474	12	18	countermeasures	countermeasure	NOUN
cana-1474	12	19	to	to	ADP
cana-1474	12	20	epidemic	epidemic	NOUN
cana-1474	12	21	cyber	cyber	NOUN
cana-1474	12	22	security	security	NOUN
cana-1474	12	23	threats	threat	NOUN
cana-1474	12	24	.	.	PUNCT
cana-1474	13	1	the	the	DET
cana-1474	13	2	results	result	NOUN
cana-1474	13	3	reveal	reveal	VERB
cana-1474	13	4	that	that	SCONJ
cana-1474	13	5	the	the	DET
cana-1474	13	6	fnn	fnn	NOUN
cana-1474	13	7	-	-	PUNCT
cana-1474	13	8	blma	blma	ADJ
cana-1474	13	9	methodology	methodology	NOUN
cana-1474	13	10	could	could	AUX
cana-1474	13	11	achieve	achieve	VERB
cana-1474	13	12	high	high	ADJ
cana-1474	13	13	accuracy	accuracy	NOUN
cana-1474	13	14	by	by	ADP
cana-1474	13	15	predicting	predict	VERB
cana-1474	13	16	the	the	DET
cana-1474	13	17	properties	property	NOUN
cana-1474	13	18	of	of	ADP
cana-1474	13	19	realworld	realworld	PROPN
cana-1474	13	20	cyberattacks	cyberattack	NOUN
cana-1474	13	21	under	under	ADP
cana-1474	13	22	different	different	ADJ
cana-1474	13	23	conditions	condition	NOUN
cana-1474	13	24	,	,	PUNCT
cana-1474	13	25	leading	lead	VERB
cana-1474	13	26	to	to	ADP
cana-1474	13	27	a	a	DET
cana-1474	13	28	better	well	ADJ
cana-1474	13	29	performance	performance	NOUN
cana-1474	13	30	on	on	ADP
cana-1474	13	31	mitigating	mitigate	VERB
cana-1474	13	32	strategies	strategy	NOUN
cana-1474	13	33	.	.	PUNCT
cana-1474	14	1	keywords	keyword	NOUN
cana-1474	14	2	:	:	PUNCT
cana-1474	14	3	cybersecurity	cybersecurity	NOUN
cana-1474	14	4	,	,	PUNCT
cana-1474	14	5	machine	machine	NOUN
cana-1474	14	6	,	,	PUNCT
cana-1474	14	7	regression	regression	NOUN
cana-1474	14	8	,	,	PUNCT
cana-1474	14	9	feed	feed	NOUN
cana-1474	14	10	-	-	PUNCT
cana-1474	14	11	forward	forward	NOUN
cana-1474	14	12	,	,	PUNCT
cana-1474	14	13	optimizer	optimizer	NOUN
cana-1474	14	14	,	,	PUNCT
cana-1474	14	15	seiar	seiar	ADJ
cana-1474	14	16	model	model	NOUN
cana-1474	14	17	,	,	PUNCT
cana-1474	14	18	malware	malware	NOUN
cana-1474	14	19	,	,	PUNCT
cana-1474	14	20	accuracy	accuracy	NOUN
cana-1474	14	21	,	,	PUNCT
cana-1474	14	22	network	network	NOUN
cana-1474	14	23	.	.	PUNCT
cana-1474	15	1	communications	communication	NOUN
cana-1474	15	2	on	on	ADP
cana-1474	15	3	applied	apply	VERB
cana-1474	15	4	nonlinear	nonlinear	ADJ
cana-1474	15	5	analysis	analysis	NOUN
cana-1474	15	6	issn	issn	NOUN
cana-1474	15	7	:	:	PUNCT
cana-1474	15	8	1074	1074	NUM
cana-1474	15	9	-	-	PUNCT
cana-1474	15	10	133x	133x	NUM
cana-1474	15	11	vol	vol	NOUN
cana-1474	15	12	31	31	NUM
cana-1474	15	13	no	no	NOUN
cana-1474	15	14	.	.	PUNCT
cana-1474	16	1	8s	8s	PROPN
cana-1474	16	2	(	(	PUNCT
cana-1474	16	3	2024	2024	NUM
cana-1474	16	4	)	)	PUNCT
cana-1474	16	5	180	180	NUM
cana-1474	16	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1474	16	7	1	1	NUM
cana-1474	16	8	.	.	PUNCT
cana-1474	16	9	introduction	introduction	NOUN
cana-1474	16	10	in	in	ADP
cana-1474	16	11	this	this	DET
cana-1474	16	12	introduction	introduction	NOUN
cana-1474	16	13	,	,	PUNCT
cana-1474	16	14	we	we	PRON
cana-1474	16	15	understand	understand	VERB
cana-1474	16	16	ann	ann	PROPN
cana-1474	16	17	for	for	ADP
cana-1474	16	18	developing	develop	VERB
cana-1474	16	19	complex	complex	ADJ
cana-1474	16	20	models	model	NOUN
cana-1474	16	21	to	to	PART
cana-1474	16	22	predict	predict	VERB
cana-1474	16	23	epidemic	epidemic	NOUN
cana-1474	16	24	cybersecurity	cybersecurity	NOUN
cana-1474	16	25	threats	threat	NOUN
cana-1474	16	26	informing	inform	VERB
cana-1474	16	27	better	well	ADJ
cana-1474	16	28	defense	defense	NOUN
cana-1474	16	29	strategies	strategy	NOUN
cana-1474	16	30	.	.	PUNCT
cana-1474	17	1	described	describe	VERB
cana-1474	17	2	in	in	ADP
cana-1474	17	3	detail	detail	NOUN
cana-1474	17	4	within	within	ADP
cana-1474	17	5	the	the	DET
cana-1474	17	6	provided	provide	VERB
cana-1474	17	7	excerpt	excerpt	NOUN
cana-1474	17	8	of	of	ADP
cana-1474	17	9	“	"	PUNCT
cana-1474	17	10	defense	defense	NOUN
cana-1474	17	11	strategies	strategy	NOUN
cana-1474	17	12	for	for	ADP
cana-1474	17	13	epidemic	epidemic	NOUN
cana-1474	17	14	cyber	cyber	NOUN
cana-1474	17	15	security	security	NOUN
cana-1474	17	16	threats	threat	NOUN
cana-1474	17	17	:	:	PUNCT
cana-1474	17	18	modelling	modelling	NOUN
cana-1474	17	19	and	and	CCONJ
cana-1474	17	20	analysis	analysis	NOUN
cana-1474	17	21	by	by	ADP
cana-1474	17	22	using	use	VERB
cana-1474	17	23	a	a	DET
cana-1474	17	24	machine	machine	NOUN
cana-1474	17	25	learning	learning	NOUN
cana-1474	17	26	approach	approach	NOUN
cana-1474	17	27	,	,	PUNCT
cana-1474	17	28	”	"	PUNCT
cana-1474	17	29	this	this	DET
cana-1474	17	30	means	mean	NOUN
cana-1474	17	31	of	of	ADP
cana-1474	17	32	attack	attack	NOUN
cana-1474	17	33	,	,	PUNCT
cana-1474	17	34	which	which	PRON
cana-1474	17	35	can	can	AUX
cana-1474	17	36	quickly	quickly	ADV
cana-1474	17	37	spread	spread	VERB
cana-1474	17	38	like	like	ADP
cana-1474	17	39	an	an	DET
cana-1474	17	40	epidemic	epidemic	NOUN
cana-1474	17	41	often	often	ADV
cana-1474	17	42	pushes	push	VERB
cana-1474	17	43	cyber	cyber	NOUN
cana-1474	17	44	threats	threat	NOUN
cana-1474	17	45	into	into	ADP
cana-1474	17	46	uncharted	uncharted	ADJ
cana-1474	17	47	territory	territory	NOUN
cana-1474	17	48	as	as	SCONJ
cana-1474	17	49	our	our	PRON
cana-1474	17	50	dependence	dependence	NOUN
cana-1474	17	51	on	on	ADP
cana-1474	17	52	technology	technology	NOUN
cana-1474	17	53	and	and	CCONJ
cana-1474	17	54	software	software	NOUN
cana-1474	17	55	systems	system	NOUN
cana-1474	17	56	grows	grow	VERB
cana-1474	17	57	ever	ever	ADV
cana-1474	17	58	deeper	deeply	ADV
cana-1474	17	59	throughout	throughout	ADP
cana-1474	17	60	various	various	ADJ
cana-1474	17	61	sectors[1,2	sectors[1,2	NOUN
cana-1474	17	62	]	]	PUNCT
cana-1474	17	63	.	.	PUNCT
cana-1474	18	1	researchers	researcher	NOUN
cana-1474	18	2	highlight	highlight	VERB
cana-1474	18	3	the	the	DET
cana-1474	18	4	serious	serious	ADJ
cana-1474	18	5	impact	impact	NOUN
cana-1474	18	6	these	these	DET
cana-1474	18	7	attacks	attack	NOUN
cana-1474	18	8	can	can	AUX
cana-1474	18	9	have	have	VERB
cana-1474	18	10	,	,	PUNCT
cana-1474	18	11	from	from	ADP
cana-1474	18	12	data	datum	NOUN
cana-1474	18	13	theft	theft	NOUN
cana-1474	18	14	to	to	ADP
cana-1474	18	15	financial	financial	ADJ
cana-1474	18	16	loss	loss	NOUN
cana-1474	18	17	and	and	CCONJ
cana-1474	18	18	even	even	ADV
cana-1474	18	19	disruption	disruption	NOUN
cana-1474	18	20	of	of	ADP
cana-1474	18	21	critical	critical	ADJ
cana-1474	18	22	operations	operation	NOUN
cana-1474	18	23	.	.	PUNCT
cana-1474	19	1	we	we	PRON
cana-1474	19	2	propose	propose	VERB
cana-1474	19	3	a	a	DET
cana-1474	19	4	new	new	ADJ
cana-1474	19	5	model	model	NOUN
cana-1474	19	6	that	that	PRON
cana-1474	19	7	bridges	bridge	VERB
cana-1474	19	8	the	the	DET
cana-1474	19	9	compartmental	compartmental	ADJ
cana-1474	19	10	epidemiological	epidemiological	ADJ
cana-1474	19	11	models	model	NOUN
cana-1474	19	12	and	and	CCONJ
cana-1474	19	13	machine	machine	NOUN
cana-1474	19	14	learning	learn	VERB
cana-1474	19	15	in	in	ADP
cana-1474	19	16	order	order	NOUN
cana-1474	19	17	to	to	PART
cana-1474	19	18	be	be	AUX
cana-1474	19	19	able	able	ADJ
cana-1474	19	20	to	to	PART
cana-1474	19	21	simulate	simulate	VERB
cana-1474	19	22	,	,	PUNCT
cana-1474	19	23	analyse	analyse	VERB
cana-1474	19	24	and	and	CCONJ
cana-1474	19	25	predict	predict	VERB
cana-1474	19	26	targeted	target	VERB
cana-1474	19	27	attacks	attack	NOUN
cana-1474	19	28	of	of	ADP
cana-1474	19	29	this	this	DET
cana-1474	19	30	nature	nature	NOUN
cana-1474	19	31	.	.	PUNCT
cana-1474	20	1	they	they	PRON
cana-1474	20	2	do	do	VERB
cana-1474	20	3	so	so	ADV
cana-1474	20	4	by	by	ADP
cana-1474	20	5	analysing	analyse	VERB
cana-1474	20	6	an	an	DET
cana-1474	20	7	instance	instance	NOUN
cana-1474	20	8	of	of	ADP
cana-1474	20	9	ddos	ddos	NOUN
cana-1474	20	10	attacks	attack	NOUN
cana-1474	20	11	,	,	PUNCT
cana-1474	20	12	a	a	DET
cana-1474	20	13	usual	usual	ADJ
cana-1474	20	14	way	way	NOUN
cana-1474	20	15	of	of	ADP
cana-1474	20	16	cyberattack	cyberattack	NOUN
cana-1474	20	17	in	in	ADP
cana-1474	20	18	which	which	PRON
cana-1474	20	19	malicious	malicious	ADJ
cana-1474	20	20	attackers	attacker	NOUN
cana-1474	20	21	overwhelming	overwhelming	ADJ
cana-1474	20	22	target	target	NOUN
cana-1474	20	23	systems	system	NOUN
cana-1474	20	24	ranging	range	VERB
cana-1474	20	25	from	from	ADP
cana-1474	20	26	servers	server	NOUN
cana-1474	20	27	to	to	ADP
cana-1474	20	28	game	game	NOUN
cana-1474	20	29	platforms	platform	NOUN
cana-1474	20	30	with	with	ADP
cana-1474	20	31	traffic	traffic	NOUN
cana-1474	20	32	floods	flood	NOUN
cana-1474	20	33	and	and	CCONJ
cana-1474	20	34	rendering	render	VERB
cana-1474	20	35	them	they	PRON
cana-1474	20	36	or	or	CCONJ
cana-1474	20	37	the	the	DET
cana-1474	20	38	associated	associated	ADJ
cana-1474	20	39	services	service	NOUN
cana-1474	20	40	unusable[3	unusable[3	ADV
cana-1474	20	41	]	]	X
cana-1474	20	42	.	.	PUNCT
cana-1474	21	1	for	for	ADP
cana-1474	21	2	this	this	PRON
cana-1474	21	3	,	,	PUNCT
cana-1474	21	4	they	they	PRON
cana-1474	21	5	use	use	VERB
cana-1474	21	6	a	a	DET
cana-1474	21	7	compartmental	compartmental	ADJ
cana-1474	21	8	model	model	NOUN
cana-1474	21	9	called	call	VERB
cana-1474	21	10	seiar	seiar	ADJ
cana-1474	21	11	that	that	PRON
cana-1474	21	12	categorizes	categorize	VERB
cana-1474	21	13	family	family	NOUN
cana-1474	21	14	of	of	ADP
cana-1474	21	15	devices	device	NOUN
cana-1474	21	16	within	within	ADP
cana-1474	21	17	the	the	DET
cana-1474	21	18	network	network	NOUN
cana-1474	21	19	on	on	ADP
cana-1474	21	20	infection	infection	NOUN
cana-1474	21	21	state	state	NOUN
cana-1474	21	22	against	against	ADP
cana-1474	21	23	cyberattack	cyberattack	NOUN
cana-1474	21	24	.	.	PUNCT
cana-1474	22	1	that	that	PRON
cana-1474	22	2	is	be	AUX
cana-1474	22	3	what	what	PRON
cana-1474	22	4	his	his	PRON
cana-1474	22	5	categorisation	categorisation	NOUN
cana-1474	22	6	provides	provide	VERB
cana-1474	22	7	;	;	PUNCT
cana-1474	22	8	a	a	DET
cana-1474	22	9	refined	refined	ADJ
cana-1474	22	10	view	view	NOUN
cana-1474	22	11	of	of	ADP
cana-1474	22	12	how	how	SCONJ
cana-1474	22	13	the	the	DET
cana-1474	22	14	attack	attack	NOUN
cana-1474	22	15	moved	move	VERB
cana-1474	22	16	and	and	CCONJ
cana-1474	22	17	evolved	evolve	VERB
cana-1474	22	18	,	,	PUNCT
cana-1474	22	19	the	the	DET
cana-1474	22	20	seiar	seiar	ADJ
cana-1474	22	21	model	model	NOUN
cana-1474	22	22	,	,	PUNCT
cana-1474	22	23	as	as	SCONJ
cana-1474	22	24	detailed	detailed	ADJ
cana-1474	22	25	in	in	ADP
cana-1474	22	26	the	the	DET
cana-1474	22	27	paper	paper	NOUN
cana-1474	22	28	,	,	PUNCT
cana-1474	22	29	captures	capture	VERB
cana-1474	22	30	five	five	NUM
cana-1474	22	31	key	key	ADJ
cana-1474	22	32	infection	infection	NOUN
cana-1474	22	33	states	state	NOUN
cana-1474	22	34	:	:	PUNCT
cana-1474	22	35	s	s	VERB
cana-1474	22	36	for	for	ADP
cana-1474	22	37	susceptible	susceptible	ADJ
cana-1474	22	38	(	(	PUNCT
cana-1474	22	39	undecided	undecided	ADJ
cana-1474	22	40	to	to	PART
cana-1474	22	41	have	have	AUX
cana-1474	22	42	been	be	AUX
cana-1474	22	43	affected	affect	VERB
cana-1474	22	44	yet	yet	ADV
cana-1474	22	45	)	)	PUNCT
cana-1474	22	46	,	,	PUNCT
cana-1474	22	47	e(exposed	e(expose	VERB
cana-1474	22	48	)	)	PUNCT
cana-1474	22	49	whose	whose	DET
cana-1474	22	50	devices	device	NOUN
cana-1474	22	51	encountered	encounter	VERB
cana-1474	22	52	the	the	DET
cana-1474	22	53	attack	attack	NOUN
cana-1474	22	54	but	but	CCONJ
cana-1474	22	55	not	not	PART
cana-1474	22	56	actively	actively	ADV
cana-1474	22	57	propagate	propagate	VERB
cana-1474	22	58	still	still	ADV
cana-1474	22	59	,	,	PUNCT
cana-1474	22	60	probably	probably	ADV
cana-1474	22	61	due	due	ADJ
cana-1474	22	62	at	at	ADP
cana-1474	22	63	least	least	ADJ
cana-1474	22	64	partial	partial	ADJ
cana-1474	22	65	resistance	resistance	NOUN
cana-1474	22	66	by	by	ADP
cana-1474	22	67	security	security	NOUN
cana-1474	22	68	software	software	NOUN
cana-1474	22	69	;	;	PUNCT
cana-1474	22	70	i	i	PRON
cana-1474	22	71	where	where	SCONJ
cana-1474	22	72	are	be	AUX
cana-1474	22	73	those	those	PRON
cana-1474	22	74	fullycompromised	fullycompromise	VERB
cana-1474	22	75	and	and	CCONJ
cana-1474	22	76	likely	likely	ADV
cana-1474	22	77	spreading	spread	VERB
cana-1474	22	78	within	within	ADP
cana-1474	22	79	their	their	PRON
cana-1474	22	80	network	network	NOUN
cana-1474	22	81	just	just	ADV
cana-1474	22	82	now	now	ADV
cana-1474	22	83	a(asymptomatic	a(asymptomatic	ADJ
cana-1474	22	84	):	):	PUNCT
cana-1474	22	85	a	a	DET
cana-1474	22	86	hugely	hugely	ADV
cana-1474	22	87	dangerous	dangerous	ADJ
cana-1474	22	88	class	class	NOUN
cana-1474	22	89	which	which	PRON
cana-1474	22	90	is	be	AUX
cana-1474	22	91	an	an	DET
cana-1474	22	92	extension	extension	NOUN
cana-1474	22	93	of	of	ADP
cana-1474	22	94	i	i	PRON
cana-1474	22	95	that	that	PRON
cana-1474	22	96	denotes	denote	VERB
cana-1474	22	97	infected	infected	ADJ
cana-1474	22	98	hosts	host	NOUN
cana-1474	22	99	who	who	PRON
cana-1474	22	100	can	can	AUX
cana-1474	22	101	further	far	ADV
cana-1474	22	102	infect	infect	VERB
cana-1474	22	103	other	other	ADJ
cana-1474	22	104	nodes	node	NOUN
cana-1474	22	105	without	without	ADP
cana-1474	22	106	visible	visible	ADJ
cana-1474	22	107	signs	sign	NOUN
cana-1474	22	108	of	of	ADP
cana-1474	22	109	compromise-	compromise-	X
cana-1474	22	110	&	&	CCONJ
cana-1474	22	111	marked	mark	VERB
cana-1474	22	112	recover(ed)[4	recover(ed)[4	PROPN
cana-1474	22	113	]	]	PUNCT
cana-1474	22	114	.	.	PUNCT
cana-1474	23	1	as	as	SCONJ
cana-1474	23	2	these	these	DET
cana-1474	23	3	categories	category	NOUN
cana-1474	23	4	interact	interact	VERB
cana-1474	23	5	with	with	ADP
cana-1474	23	6	each	each	DET
cana-1474	23	7	other	other	ADJ
cana-1474	23	8	in	in	ADP
cana-1474	23	9	a	a	DET
cana-1474	23	10	temporal	temporal	ADJ
cana-1474	23	11	(	(	PUNCT
cana-1474	23	12	over	over	ADP
cana-1474	23	13	time	time	NOUN
cana-1474	23	14	)	)	PUNCT
cana-1474	23	15	context	context	NOUN
cana-1474	23	16	,	,	PUNCT
cana-1474	23	17	they	they	PRON
cana-1474	23	18	have	have	VERB
cana-1474	23	19	to	to	PART
cana-1474	23	20	write	write	VERB
cana-1474	23	21	the	the	DET
cana-1474	23	22	equations	equation	NOUN
cana-1474	23	23	of	of	ADP
cana-1474	23	24	all	all	DET
cana-1474	23	25	pairwise	pairwise	NOUN
cana-1474	23	26	activations	activation	NOUN
cana-1474	23	27	at	at	ADP
cana-1474	23	28	every	every	DET
cana-1474	23	29	parameter	parameter	NOUN
cana-1474	23	30	location	location	NOUN
cana-1474	23	31	as	as	SCONJ
cana-1474	23	32	follows	follow	VERB
cana-1474	23	33	:	:	PUNCT
cana-1474	23	34	temporal	temporal	ADJ
cana-1474	23	35	processing	processing	NOUN
cana-1474	23	36	using	use	VERB
cana-1474	23	37	system	system	NOUN
cana-1474	23	38	of	of	ADP
cana-1474	23	39	odes	ode	NOUN
cana-1474	23	40	—	—	PUNCT
cana-1474	23	41	ordinary	ordinary	ADJ
cana-1474	23	42	differential	differential	ADJ
cana-1474	23	43	equation	equation	NOUN
cana-1474	23	44	these	these	DET
cana-1474	23	45	equations	equation	NOUN
cana-1474	23	46	take	take	VERB
cana-1474	23	47	into	into	ADP
cana-1474	23	48	account	account	NOUN
cana-1474	23	49	the	the	DET
cana-1474	23	50	various	various	ADJ
cana-1474	23	51	factors	factor	NOUN
cana-1474	23	52	involved	involve	VERB
cana-1474	23	53	in	in	ADP
cana-1474	23	54	how	how	SCONJ
cana-1474	23	55	quickly	quickly	ADV
cana-1474	23	56	an	an	DET
cana-1474	23	57	attack	attack	NOUN
cana-1474	23	58	will	will	AUX
cana-1474	23	59	proceed	proceed	VERB
cana-1474	23	60	—	—	PUNCT
cana-1474	23	61	from	from	ADP
cana-1474	23	62	infection	infection	NOUN
cana-1474	23	63	rates	rate	NOUN
cana-1474	23	64	,	,	PUNCT
cana-1474	23	65	to	to	ADP
cana-1474	23	66	transition	transition	NOUN
cana-1474	23	67	of	of	ADP
cana-1474	23	68	exposed	expose	VERB
cana-1474	23	69	devices	device	NOUN
cana-1474	23	70	to	to	ADP
cana-1474	23	71	infected	infected	ADJ
cana-1474	23	72	states	state	NOUN
cana-1474	23	73	,	,	PUNCT
cana-1474	23	74	and	and	CCONJ
cana-1474	23	75	recovery	recovery	NOUN
cana-1474	23	76	processes	process	NOUN
cana-1474	23	77	after	after	ADP
cana-1474	23	78	any	any	DET
cana-1474	23	79	damage	damage	NOUN
cana-1474	23	80	incurred	incur	VERB
cana-1474	23	81	during	during	ADP
cana-1474	23	82	the	the	DET
cana-1474	23	83	course	course	NOUN
cana-1474	23	84	of	of	ADP
cana-1474	23	85	the	the	DET
cana-1474	23	86	attack[5,6	attack[5,6	NOUN
cana-1474	23	87	]	]	PUNCT
cana-1474	23	88	.	.	PUNCT
cana-1474	24	1	indeed	indeed	ADV
cana-1474	24	2	,	,	PUNCT
cana-1474	24	3	these	these	DET
cana-1474	24	4	systems	system	NOUN
cana-1474	24	5	of	of	ADP
cana-1474	24	6	odes	ode	NOUN
cana-1474	24	7	are	be	AUX
cana-1474	24	8	challenging	challenge	VERB
cana-1474	24	9	to	to	PART
cana-1474	24	10	solve	solve	VERB
cana-1474	24	11	as	as	SCONJ
cana-1474	24	12	they	they	PRON
cana-1474	24	13	often	often	ADV
cana-1474	24	14	have	have	VERB
cana-1474	24	15	a	a	DET
cana-1474	24	16	large	large	ADJ
cana-1474	24	17	degree	degree	NOUN
cana-1474	24	18	of	of	ADP
cana-1474	24	19	non	non	ADJ
cana-1474	24	20	-	-	ADJ
cana-1474	24	21	linearity	linearity	ADJ
cana-1474	24	22	and	and	CCONJ
cana-1474	24	23	detailed	detailed	ADJ
cana-1474	24	24	interaction	interaction	NOUN
cana-1474	24	25	between	between	ADP
cana-1474	24	26	them	they	PRON
cana-1474	24	27	.	.	PUNCT
cana-1474	25	1	it	it	PRON
cana-1474	25	2	presents	present	VERB
cana-1474	25	3	artificial	artificial	ADJ
cana-1474	25	4	neural	neural	ADJ
cana-1474	25	5	networks	network	NOUN
cana-1474	25	6	(	(	PUNCT
cana-1474	25	7	anns	anns	PROPN
cana-1474	25	8	)	)	PUNCT
cana-1474	25	9	,	,	PUNCT
cana-1474	25	10	which	which	PRON
cana-1474	25	11	are	be	AUX
cana-1474	25	12	a	a	DET
cana-1474	25	13	great	great	ADJ
cana-1474	25	14	example	example	NOUN
cana-1474	25	15	of	of	ADP
cana-1474	25	16	this	this	DET
cana-1474	25	17	kind	kind	NOUN
cana-1474	25	18	of	of	ADP
cana-1474	25	19	powerful	powerful	ADJ
cana-1474	25	20	machine	machine	NOUN
cana-1474	25	21	learning	learning	NOUN
cana-1474	25	22	technique	technique	NOUN
cana-1474	25	23	[	[	X
cana-1474	25	24	7	7	NUM
cana-1474	25	25	]	]	PUNCT
cana-1474	25	26	.	.	PUNCT
cana-1474	26	1	in	in	ADP
cana-1474	26	2	both	both	DET
cana-1474	26	3	cases	case	NOUN
cana-1474	26	4	anns	ann	NOUN
cana-1474	26	5	,	,	PUNCT
cana-1474	26	6	being	be	AUX
cana-1474	26	7	inspired	inspire	VERB
cana-1474	26	8	by	by	ADP
cana-1474	26	9	the	the	DET
cana-1474	26	10	structure	structure	NOUN
cana-1474	26	11	and	and	CCONJ
cana-1474	26	12	functioning	functioning	NOUN
cana-1474	26	13	of	of	ADP
cana-1474	26	14	bnn	bnn	PROPN
cana-1474	26	15	,	,	PUNCT
cana-1474	26	16	are	be	AUX
cana-1474	26	17	very	very	ADV
cana-1474	26	18	efficient	efficient	ADJ
cana-1474	26	19	to	to	PART
cana-1474	26	20	process	process	VERB
cana-1474	26	21	linear	linear	ADJ
cana-1474	26	22	scenarios	scenario	NOUN
cana-1474	26	23	with	with	ADP
cana-1474	26	24	faster	fast	ADJ
cana-1474	26	25	convergence	convergence	NOUN
cana-1474	26	26	in	in	ADP
cana-1474	26	27	training	training	NOUN
cana-1474	26	28	.	.	PUNCT
cana-1474	27	1	in	in	ADP
cana-1474	27	2	this	this	DET
cana-1474	27	3	work	work	NOUN
cana-1474	27	4	,	,	PUNCT
cana-1474	27	5	a	a	DET
cana-1474	27	6	fnn	fnn	NOUN
cana-1474	27	7	trained	train	VERB
cana-1474	27	8	by	by	ADP
cana-1474	27	9	blma	blma	NOUN
cana-1474	27	10	has	have	AUX
cana-1474	27	11	been	be	AUX
cana-1474	27	12	used	use	VERB
cana-1474	27	13	as	as	SCONJ
cana-1474	27	14	the	the	DET
cana-1474	27	15	classifier	classifier	NOUN
cana-1474	27	16	to	to	PART
cana-1474	27	17	recognize	recognize	VERB
cana-1474	27	18	and	and	CCONJ
cana-1474	27	19	estimate	estimate	VERB
cana-1474	27	20	pd	pd	PROPN
cana-1474	27	21	.	.	PUNCT
cana-1474	28	1	the	the	DET
cana-1474	28	2	process	process	NOUN
cana-1474	28	3	is	be	AUX
cana-1474	28	4	carried	carry	VERB
cana-1474	28	5	out	out	ADP
cana-1474	28	6	in	in	ADP
cana-1474	28	7	two	two	NUM
cana-1474	28	8	major	major	ADJ
cana-1474	28	9	stages	stage	NOUN
cana-1474	28	10	:	:	PUNCT
cana-1474	28	11	an	an	DET
cana-1474	28	12	initial	initial	ADJ
cana-1474	28	13	dataset	dataset	NOUN
cana-1474	28	14	generation	generation	NOUN
cana-1474	28	15	using	use	VERB
cana-1474	28	16	the	the	DET
cana-1474	28	17	commonly	commonly	ADV
cana-1474	28	18	adopted	adopt	VERB
cana-1474	28	19	fourth	fourth	ADJ
cana-1474	28	20	-	-	PUNCT
cana-1474	28	21	order	order	NOUN
cana-1474	28	22	runge	runge	NOUN
cana-1474	28	23	-	-	PUNCT
cana-1474	28	24	kutta	kutta	NOUN
cana-1474	28	25	(	(	PUNCT
cana-1474	28	26	rk-4	rk-4	ADV
cana-1474	28	27	)	)	PUNCT
cana-1474	28	28	numerical	numerical	ADJ
cana-1474	28	29	technique	technique	NOUN
cana-1474	28	30	to	to	PART
cana-1474	28	31	obtain	obtain	VERB
cana-1474	28	32	approximate	approximate	ADJ
cana-1474	28	33	ode	ode	ADJ
cana-1474	28	34	solutions	solution	NOUN
cana-1474	28	35	,	,	PUNCT
cana-1474	28	36	which	which	PRON
cana-1474	28	37	generates	generate	VERB
cana-1474	28	38	a	a	DET
cana-1474	28	39	ground	ground	NOUN
cana-1474	28	40	truth	truth	NOUN
cana-1474	28	41	for	for	ADP
cana-1474	28	42	training	training	NOUN
cana-1474	28	43	of	of	ADP
cana-1474	28	44	our	our	PRON
cana-1474	28	45	fnn[8,9	fnn[8,9	NOUN
cana-1474	28	46	]	]	X
cana-1474	28	47	.	.	PUNCT
cana-1474	29	1	the	the	DET
cana-1474	29	2	blma	blma	NOUN
cana-1474	29	3	obtained	obtain	VERB
cana-1474	29	4	by	by	ADP
cana-1474	29	5	using	use	VERB
cana-1474	29	6	the	the	DET
cana-1474	29	7	reference	reference	NOUN
cana-1474	29	8	solution	solution	NOUN
cana-1474	29	9	coming	come	VERB
cana-1474	29	10	from	from	ADP
cana-1474	29	11	rk-4	rk-4	PUNCT
cana-1474	29	12	provides	provide	VERB
cana-1474	29	13	a	a	DET
cana-1474	29	14	second	second	ADJ
cana-1474	29	15	stage	stage	NOUN
cana-1474	29	16	capable	capable	ADJ
cana-1474	29	17	of	of	ADP
cana-1474	29	18	refining	refine	VERB
cana-1474	29	19	the	the	DET
cana-1474	29	20	fnn	fnn	NOUN
cana-1474	29	21	parameters	parameter	NOUN
cana-1474	29	22	.	.	PUNCT
cana-1474	30	1	the	the	DET
cana-1474	30	2	iterative	iterative	NOUN
cana-1474	30	3	training	training	NOUN
cana-1474	30	4	helps	help	VERB
cana-1474	30	5	improve	improve	VERB
cana-1474	30	6	accuracy	accuracy	NOUN
cana-1474	30	7	in	in	ADP
cana-1474	30	8	ddos	ddos	NOUN
cana-1474	30	9	prediction	prediction	NOUN
cana-1474	30	10	by	by	ADP
cana-1474	30	11	the	the	DET
cana-1474	30	12	fnn	fnn	NOUN
cana-1474	30	13	.	.	PUNCT
cana-1474	31	1	in	in	ADP
cana-1474	31	2	an	an	DET
cana-1474	31	3	effort	effort	NOUN
cana-1474	31	4	to	to	PART
cana-1474	31	5	assess	assess	VERB
cana-1474	31	6	the	the	DET
cana-1474	31	7	stability	stability	NOUN
cana-1474	31	8	and	and	CCONJ
cana-1474	31	9	consistency	consistency	NOUN
cana-1474	31	10	of	of	ADP
cana-1474	31	11	their	their	PRON
cana-1474	31	12	own	own	ADJ
cana-1474	31	13	model=	model=	PROPN
cana-1474	31	14	,	,	PUNCT
cana-1474	31	15	a	a	DET
cana-1474	31	16	comprehensive	comprehensive	ADJ
cana-1474	31	17	evaluation	evaluation	NOUN
cana-1474	31	18	is	be	AUX
cana-1474	31	19	conducted	conduct	VERB
cana-1474	31	20	by	by	ADP
cana-1474	31	21	comparing	compare	VERB
cana-1474	31	22	predictions	prediction	NOUN
cana-1474	31	23	made	make	VERB
cana-1474	31	24	using	use	VERB
cana-1474	31	25	their	their	PRON
cana-1474	31	26	ann	ann	NOUN
cana-1474	31	27	based	base	VERB
cana-1474	31	28	model	model	NOUN
cana-1474	31	29	with	with	ADP
cana-1474	31	30	those	those	PRON
cana-1474	31	31	generated	generate	VERB
cana-1474	31	32	utilizing	utilize	VERB
cana-1474	31	33	the	the	DET
cana-1474	31	34	widely	widely	ADV
cana-1474	31	35	established	establish	VERB
cana-1474	31	36	rk-4	rk-4	PUNCT
cana-1474	31	37	technique	technique	NOUN
cana-1474	31	38	.	.	PUNCT
cana-1474	32	1	these	these	DET
cana-1474	32	2	comparisons	comparison	NOUN
cana-1474	32	3	rest	rest	VERB
cana-1474	32	4	on	on	ADP
cana-1474	32	5	a	a	DET
cana-1474	32	6	series	series	NOUN
cana-1474	32	7	of	of	ADP
cana-1474	32	8	statistical	statistical	ADJ
cana-1474	32	9	numbers	number	NOUN
cana-1474	32	10	,	,	PUNCT
cana-1474	32	11	namely	namely	ADV
cana-1474	32	12	:	:	PUNCT
cana-1474	32	13	fittings	fitting	NOUN
cana-1474	32	14	to	to	PART
cana-1474	32	15	comprehend	comprehend	VERB
cana-1474	32	16	the	the	DET
cana-1474	32	17	stability	stability	NOUN
cana-1474	32	18	/	/	SYM
cana-1474	32	19	accuracy	accuracy	NOUN
cana-1474	32	20	of	of	ADP
cana-1474	32	21	ann	ann	PROPN
cana-1474	32	22	model	model	NOUN
cana-1474	32	23	prediction	prediction	NOUN
cana-1474	32	24	with	with	ADP
cana-1474	32	25	reference	reference	NOUN
cana-1474	32	26	to	to	ADP
cana-1474	32	27	actual	actual	ADJ
cana-1474	32	28	solution	solution	NOUN
cana-1474	32	29	over	over	ADP
cana-1474	32	30	time	time	NOUN
cana-1474	32	31	by	by	ADP
cana-1474	32	32	how	how	SCONJ
cana-1474	32	33	close	close	ADJ
cana-1474	32	34	its	its	PRON
cana-1474	32	35	predictions	prediction	NOUN
cana-1474	32	36	align	align	VERB
cana-1474	32	37	together	together	ADV
cana-1474	32	38	as	as	SCONJ
cana-1474	32	39	communications	communication	NOUN
cana-1474	32	40	on	on	ADP
cana-1474	32	41	applied	apply	VERB
cana-1474	32	42	nonlinear	nonlinear	ADJ
cana-1474	32	43	analysis	analysis	NOUN
cana-1474	32	44	issn	issn	NOUN
cana-1474	32	45	:	:	PUNCT
cana-1474	32	46	1074	1074	NUM
cana-1474	32	47	-	-	PUNCT
cana-1474	32	48	133x	133x	NUM
cana-1474	32	49	vol	vol	NOUN
cana-1474	32	50	31	31	NUM
cana-1474	32	51	no	no	NOUN
cana-1474	32	52	.	.	PUNCT
cana-1474	33	1	8s	8s	PROPN
cana-1474	33	2	(	(	PUNCT
cana-1474	33	3	2024	2024	NUM
cana-1474	33	4	)	)	PUNCT
cana-1474	33	5	181	181	NUM
cana-1474	33	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1474	33	7	evident	evident	ADJ
cana-1474	33	8	from	from	ADP
cana-1474	33	9	convergence	convergence	NOUN
cana-1474	33	10	analysis	analysis	NOUN
cana-1474	33	11	in	in	ADP
cana-1474	33	12	fig	fig	NOUN
cana-1474	33	13	.	.	PUNCT
cana-1474	34	1	with	with	ADP
cana-1474	34	2	this	this	DET
cana-1474	34	3	comprehensive	comprehensive	ADJ
cana-1474	34	4	assessment	assessment	NOUN
cana-1474	34	5	the	the	DET
cana-1474	34	6	researchers	researcher	NOUN
cana-1474	34	7	want	want	VERB
cana-1474	34	8	to	to	PART
cana-1474	34	9	showcase	showcase	VERB
cana-1474	34	10	the	the	DET
cana-1474	34	11	performance	performance	NOUN
cana-1474	34	12	,	,	PUNCT
cana-1474	34	13	adaptability	adaptability	NOUN
cana-1474	34	14	and	and	CCONJ
cana-1474	34	15	most	most	ADV
cana-1474	34	16	importantly	importantly	ADV
cana-1474	34	17	practicality	practicality	NOUN
cana-1474	34	18	of	of	ADP
cana-1474	34	19	their	their	PRON
cana-1474	34	20	method	method	NOUN
cana-1474	34	21	for	for	ADP
cana-1474	34	22	modelling	modelling	NOUN
cana-1474	34	23	,	,	PUNCT
cana-1474	34	24	analysing	analyse	VERB
cana-1474	34	25	and	and	CCONJ
cana-1474	34	26	forecasting	forecasting	NOUN
cana-1474	34	27	ddos	ddos	NOUN
cana-1474	34	28	attack	attack	NOUN
cana-1474	34	29	behaviour[10	behaviour[10	NOUN
cana-1474	34	30	]	]	PUNCT
cana-1474	34	31	.	.	PUNCT
cana-1474	35	1	this	this	DET
cana-1474	35	2	new	new	ADJ
cana-1474	35	3	combination	combination	NOUN
cana-1474	35	4	of	of	ADP
cana-1474	35	5	seiar	seiar	ADJ
cana-1474	35	6	compartmental	compartmental	ADJ
cana-1474	35	7	model	model	NOUN
cana-1474	35	8	with	with	ADP
cana-1474	35	9	the	the	DET
cana-1474	35	10	computational	computational	ADJ
cana-1474	35	11	speed	speed	NOUN
cana-1474	35	12	and	and	CCONJ
cana-1474	35	13	versatility	versatility	NOUN
cana-1474	35	14	provided	provide	VERB
cana-1474	35	15	by	by	ADP
cana-1474	35	16	anns	ann	NOUN
cana-1474	35	17	,	,	PUNCT
cana-1474	35	18	using	use	VERB
cana-1474	35	19	an	an	DET
cana-1474	35	20	anatomical	anatomical	ADJ
cana-1474	35	21	blm	blm	NOUN
cana-1474	35	22	-	-	PUNCT
cana-1474	35	23	a	a	NOUN
cana-1474	35	24	as	as	ADP
cana-1474	35	25	training	training	NOUN
cana-1474	35	26	algorithm	algorithm	NOUN
cana-1474	35	27	should	should	AUX
cana-1474	35	28	be	be	AUX
cana-1474	35	29	considered	consider	VERB
cana-1474	35	30	promising	promise	VERB
cana-1474	35	31	to	to	PART
cana-1474	35	32	understand	understand	VERB
cana-1474	35	33	epidemic	epidemic	NOUN
cana-1474	35	34	cybersecurity	cybersecurity	NOUN
cana-1474	35	35	threats	threat	NOUN
cana-1474	35	36	better	well	ADV
cana-1474	35	37	.	.	PUNCT
cana-1474	36	1	the	the	DET
cana-1474	36	2	lessons	lesson	NOUN
cana-1474	36	3	learnt	learn	VERB
cana-1474	36	4	from	from	ADP
cana-1474	36	5	these	these	DET
cana-1474	36	6	models	model	NOUN
cana-1474	36	7	,	,	PUNCT
cana-1474	36	8	meanwhile	meanwhile	ADV
cana-1474	36	9	,	,	PUNCT
cana-1474	36	10	can	can	AUX
cana-1474	36	11	inspire	inspire	VERB
cana-1474	36	12	the	the	DET
cana-1474	36	13	creation	creation	NOUN
cana-1474	36	14	of	of	ADP
cana-1474	36	15	defence	defence	NOUN
cana-1474	36	16	strategies	strategy	NOUN
cana-1474	36	17	that	that	PRON
cana-1474	36	18	are	be	AUX
cana-1474	36	19	more	more	ADV
cana-1474	36	20	effective	effective	ADJ
cana-1474	36	21	and	and	CCONJ
cana-1474	36	22	proactive	proactive	ADJ
cana-1474	36	23	to	to	PART
cana-1474	36	24	make	make	VERB
cana-1474	36	25	our	our	PRON
cana-1474	36	26	world	world	NOUN
cana-1474	36	27	safer	safe	ADJ
cana-1474	36	28	in	in	ADP
cana-1474	36	29	an	an	DET
cana-1474	36	30	age	age	NOUN
cana-1474	36	31	where	where	SCONJ
cana-1474	36	32	technology	technology	NOUN
cana-1474	36	33	has	have	AUX
cana-1474	36	34	become	become	AUX
cana-1474	36	35	integrated	integrate	VERB
cana-1474	36	36	into	into	ADP
cana-1474	36	37	everything[11	everything[11	NOUN
cana-1474	36	38	]	]	PUNCT
cana-1474	36	39	.	.	PUNCT
cana-1474	37	1	1.1	1.1	NUM
cana-1474	37	2	research	research	NOUN
cana-1474	37	3	contribution	contribution	NOUN
cana-1474	37	4	the	the	DET
cana-1474	37	5	work	work	NOUN
cana-1474	37	6	we	we	PRON
cana-1474	37	7	contribute	contribute	VERB
cana-1474	37	8	offers	offer	VERB
cana-1474	37	9	a	a	DET
cana-1474	37	10	more	more	ADV
cana-1474	37	11	sophisticated	sophisticated	ADJ
cana-1474	37	12	computational	computational	ADJ
cana-1474	37	13	approach	approach	NOUN
cana-1474	37	14	to	to	PART
cana-1474	37	15	discover	discover	VERB
cana-1474	37	16	exact	exact	ADJ
cana-1474	37	17	surrogates	surrogate	NOUN
cana-1474	37	18	for	for	ADP
cana-1474	37	19	extremely	extremely	ADV
cana-1474	37	20	complicated	complicated	ADJ
cana-1474	37	21	mathematical	mathematical	ADJ
cana-1474	37	22	models	model	NOUN
cana-1474	37	23	,	,	PUNCT
cana-1474	37	24	informed	inform	VERB
cana-1474	37	25	by	by	ADP
cana-1474	37	26	real	real	ADJ
cana-1474	37	27	-	-	PUNCT
cana-1474	37	28	world	world	NOUN
cana-1474	37	29	examples	example	NOUN
cana-1474	37	30	.	.	PUNCT
cana-1474	38	1	given	give	VERB
cana-1474	38	2	that	that	SCONJ
cana-1474	38	3	you	you	PRON
cana-1474	38	4	reference	reference	VERB
cana-1474	38	5	the	the	DET
cana-1474	38	6	invention	invention	NOUN
cana-1474	38	7	of	of	ADP
cana-1474	38	8	a	a	DET
cana-1474	38	9	compartmental	compartmental	ADJ
cana-1474	38	10	model	model	NOUN
cana-1474	38	11	,	,	PUNCT
cana-1474	38	12	seiar	seiar	VERB
cana-1474	38	13	in	in	ADP
cana-1474	38	14	your	your	PRON
cana-1474	38	15	manuscript	manuscript	NOUN
cana-1474	38	16	as	as	ADP
cana-1474	38	17	one	one	NUM
cana-1474	38	18	addition	addition	NOUN
cana-1474	38	19	to	to	ADP
cana-1474	38	20	extant	extant	ADJ
cana-1474	38	21	research	research	NOUN
cana-1474	38	22	and	and	CCONJ
cana-1474	38	23	applied	apply	VERB
cana-1474	38	24	its	its	PRON
cana-1474	38	25	use	use	NOUN
cana-1474	38	26	on	on	ADP
cana-1474	38	27	how	how	SCONJ
cana-1474	38	28	cybercrime	cybercrime	NOUN
cana-1474	38	29	attacks	attack	NOUN
cana-1474	38	30	spread	spread	VERB
cana-1474	38	31	among	among	ADP
cana-1474	38	32	multiple	multiple	ADJ
cana-1474	38	33	devices	device	NOUN
cana-1474	38	34	through	through	ADP
cana-1474	38	35	server[12	server[12	NOUN
cana-1474	38	36	]	]	PUNCT
cana-1474	38	37	.	.	PUNCT
cana-1474	39	1	the	the	DET
cana-1474	39	2	model	model	NOUN
cana-1474	39	3	also	also	ADV
cana-1474	39	4	helps	help	VERB
cana-1474	39	5	an	an	DET
cana-1474	39	6	understanding	understanding	NOUN
cana-1474	39	7	of	of	ADP
cana-1474	39	8	cyber	cyber	ADJ
cana-1474	39	9	offenders	offender	NOUN
cana-1474	39	10	,	,	PUNCT
cana-1474	39	11	and	and	CCONJ
cana-1474	39	12	the	the	DET
cana-1474	39	13	operational	operational	ADJ
cana-1474	39	14	aspects	aspect	NOUN
cana-1474	39	15	in	in	ADP
cana-1474	39	16	terms	term	NOUN
cana-1474	39	17	of	of	ADP
cana-1474	39	18	a	a	DET
cana-1474	39	19	collective	collective	ADJ
cana-1474	39	20	organized	organize	VERB
cana-1474	39	21	crime	crime	NOUN
cana-1474	39	22	for	for	ADP
cana-1474	39	23	situation	situation	NOUN
cana-1474	39	24	occurring	occur	VERB
cana-1474	39	25	with	with	ADP
cana-1474	39	26	pandemic	pandemic	ADJ
cana-1474	39	27	i.e.	i.e.	X
cana-1474	39	28	outbreaks	outbreak	NOUN
cana-1474	39	29	caused	cause	VERB
cana-1474	39	30	by	by	ADP
cana-1474	39	31	infectious	infectious	ADJ
cana-1474	39	32	agents	agent	NOUN
cana-1474	39	33	originated	originate	VERB
cana-1474	39	34	intentionally	intentionally	ADV
cana-1474	39	35	.	.	PUNCT
cana-1474	40	1	to	to	PART
cana-1474	40	2	address	address	VERB
cana-1474	40	3	this	this	DET
cana-1474	40	4	problem	problem	NOUN
cana-1474	40	5	,	,	PUNCT
cana-1474	40	6	in	in	ADP
cana-1474	40	7	our	our	PRON
cana-1474	40	8	present	present	ADJ
cana-1474	40	9	study	study	NOUN
cana-1474	40	10	we	we	PRON
cana-1474	40	11	carried	carry	VERB
cana-1474	40	12	out	out	ADP
cana-1474	40	13	a	a	DET
cana-1474	40	14	mathematical	mathematical	ADJ
cana-1474	40	15	model	model	NOUN
cana-1474	40	16	analysis	analysis	NOUN
cana-1474	40	17	where	where	SCONJ
cana-1474	40	18	by	by	ADP
cana-1474	40	19	reaching	reach	VERB
cana-1474	40	20	to	to	ADP
cana-1474	40	21	the	the	DET
cana-1474	40	22	appropriate	appropriate	ADJ
cana-1474	40	23	response	response	NOUN
cana-1474	40	24	solution	solution	NOUN
cana-1474	40	25	for	for	ADP
cana-1474	40	26	system	system	NOUN
cana-1474	40	27	of	of	ADP
cana-1474	40	28	ordinary	ordinary	ADJ
cana-1474	40	29	differential	differential	ADJ
cana-1474	40	30	equations	equation	NOUN
cana-1474	40	31	which	which	PRON
cana-1474	40	32	accurately	accurately	ADV
cana-1474	40	33	describes	describe	VERB
cana-1474	40	34	cyber	cyber	NOUN
cana-1474	40	35	-	-	PUNCT
cana-1474	40	36	attack	attack	NOUN
cana-1474	40	37	i.e.	i.e.	X
cana-1474	40	38	ddos	ddos	NOUN
cana-1474	40	39	attack	attack	NOUN
cana-1474	40	40	.	.	PUNCT
cana-1474	41	1	we	we	PRON
cana-1474	41	2	then	then	ADV
cana-1474	41	3	attempt	attempt	VERB
cana-1474	41	4	to	to	PART
cana-1474	41	5	learn	learn	VERB
cana-1474	41	6	from	from	ADP
cana-1474	41	7	sub	sub	ADJ
cana-1474	41	8	-	-	ADJ
cana-1474	41	9	optimal	optimal	ADJ
cana-1474	41	10	surrogates	surrogate	NOUN
cana-1474	41	11	and	and	CCONJ
cana-1474	41	12	analyse	analyse	VERB
cana-1474	41	13	the	the	DET
cana-1474	41	14	stability	stability	NOUN
cana-1474	41	15	of	of	ADP
cana-1474	41	16	this	this	DET
cana-1474	41	17	system	system	NOUN
cana-1474	41	18	.	.	PUNCT
cana-1474	42	1	also	also	ADV
cana-1474	42	2	we	we	PRON
cana-1474	42	3	are	be	AUX
cana-1474	42	4	interested	interested	ADJ
cana-1474	42	5	in	in	ADP
cana-1474	42	6	curves	curve	NOUN
cana-1474	42	7	which	which	PRON
cana-1474	42	8	fit	fit	VERB
cana-1474	42	9	the	the	DET
cana-1474	42	10	target	target	NOUN
cana-1474	42	11	solutions	solution	NOUN
cana-1474	42	12	(	(	PUNCT
cana-1474	42	13	all	all	PRON
cana-1474	42	14	re	re	AUX
cana-1474	42	15	projected	project	VERB
cana-1474	42	16	to	to	ADP
cana-1474	42	17	same	same	ADJ
cana-1474	42	18	coordinate	coordinate	NOUN
cana-1474	42	19	)	)	PUNCT
cana-1474	42	20	—	—	PUNCT
cana-1474	42	21	should	should	AUX
cana-1474	42	22	get	get	VERB
cana-1474	42	23	us	we	PRON
cana-1474	42	24	a	a	DET
cana-1474	42	25	regression	regression	NOUN
cana-1474	42	26	value	value	NOUN
cana-1474	42	27	of	of	ADP
cana-1474	42	28	1	1	NUM
cana-1474	42	29	.	.	PUNCT
cana-1474	43	1	because	because	SCONJ
cana-1474	43	2	of	of	ADP
cana-1474	43	3	the	the	DET
cana-1474	43	4	research	research	NOUN
cana-1474	43	5	method	method	NOUN
cana-1474	43	6	we	we	PRON
cana-1474	43	7	use	use	VERB
cana-1474	43	8	,	,	PUNCT
cana-1474	43	9	it	it	PRON
cana-1474	43	10	is	be	AUX
cana-1474	43	11	able	able	ADJ
cana-1474	43	12	to	to	PART
cana-1474	43	13	provide	provide	VERB
cana-1474	43	14	accurate	accurate	ADJ
cana-1474	43	15	predictions	prediction	NOUN
cana-1474	43	16	for	for	ADP
cana-1474	43	17	how	how	SCONJ
cana-1474	43	18	real	real	ADJ
cana-1474	43	19	-	-	PUNCT
cana-1474	43	20	world	world	NOUN
cana-1474	43	21	phenomena	phenomenon	NOUN
cana-1474	43	22	should	should	AUX
cana-1474	43	23	happen	happen	VERB
cana-1474	43	24	in	in	ADP
cana-1474	43	25	different	different	ADJ
cana-1474	43	26	scenarios.[13	scenarios.[13	NOUN
cana-1474	43	27	]	]	PUNCT
cana-1474	43	28	they	they	PRON
cana-1474	43	29	either	either	CCONJ
cana-1474	43	30	sense	sense	VERB
cana-1474	43	31	or	or	CCONJ
cana-1474	43	32	detect	detect	VERB
cana-1474	43	33	these	these	DET
cana-1474	43	34	types	type	NOUN
cana-1474	43	35	of	of	ADP
cana-1474	43	36	attacks	attack	NOUN
cana-1474	43	37	as	as	ADP
cana-1474	43	38	and	and	CCONJ
cana-1474	43	39	when	when	SCONJ
cana-1474	43	40	the	the	DET
cana-1474	43	41	occur	occur	VERB
cana-1474	43	42	!	!	PUNCT
cana-1474	44	1	also	also	ADV
cana-1474	44	2	,	,	PUNCT
cana-1474	44	3	the	the	DET
cana-1474	44	4	only	only	ADJ
cana-1474	44	5	evidence	evidence	NOUN
cana-1474	44	6	of	of	ADP
cana-1474	44	7	vaccination	vaccination	NOUN
cana-1474	44	8	:	:	PUNCT
cana-1474	44	9	immunity	immunity	NOUN
cana-1474	44	10	from	from	ADP
cana-1474	44	11	cyberattacks	cyberattack	NOUN
cana-1474	44	12	.	.	PUNCT
cana-1474	45	1	this	this	DET
cana-1474	45	2	paper	paper	NOUN
cana-1474	45	3	in	in	ADP
cana-1474	45	4	our	our	PRON
cana-1474	45	5	research	research	NOUN
cana-1474	45	6	helps	help	VERB
cana-1474	45	7	the	the	DET
cana-1474	45	8	future	future	NOUN
cana-1474	45	9	of	of	ADP
cana-1474	45	10	computational	computational	ADJ
cana-1474	45	11	algorithms	algorithm	NOUN
cana-1474	45	12	and	and	CCONJ
cana-1474	45	13	its	its	PRON
cana-1474	45	14	applications	application	NOUN
cana-1474	45	15	for	for	ADP
cana-1474	45	16	complex	complex	ADJ
cana-1474	45	17	real	real	ADJ
cana-1474	45	18	-	-	PUNCT
cana-1474	45	19	world	world	NOUN
cana-1474	45	20	problems	problem	NOUN
cana-1474	45	21	.	.	PUNCT
cana-1474	46	1	1.2	1.2	NUM
cana-1474	46	2	experimental	experimental	ADJ
cana-1474	46	3	evaluaion	evaluaion	NOUN
cana-1474	46	4	guidelines	guideline	NOUN
cana-1474	46	5	seiar	seiar	VERB
cana-1474	46	6	model	model	NOUN
cana-1474	46	7	is	be	AUX
cana-1474	46	8	explained	explain	VERB
cana-1474	46	9	in	in	ADP
cana-1474	46	10	detail	detail	NOUN
cana-1474	46	11	along	along	ADP
cana-1474	46	12	with	with	ADP
cana-1474	46	13	the	the	DET
cana-1474	46	14	names	name	NOUN
cana-1474	46	15	given	give	VERB
cana-1474	46	16	to	to	ADP
cana-1474	46	17	each	each	DET
cana-1474	46	18	variable	variable	NOUN
cana-1474	46	19	used	use	VERB
cana-1474	46	20	within	within	ADP
cana-1474	46	21	relevant	relevant	ADJ
cana-1474	46	22	differential	differential	ADJ
cana-1474	46	23	equations	equation	NOUN
cana-1474	46	24	.	.	PUNCT
cana-1474	47	1	•	•	NOUN
cana-1474	47	2	this	this	DET
cana-1474	47	3	article	article	NOUN
cana-1474	47	4	discusses	discuss	VERB
cana-1474	47	5	the	the	DET
cana-1474	47	6	results	result	NOUN
cana-1474	47	7	of	of	ADP
cana-1474	47	8	ml	ml	PROPN
cana-1474	47	9	,	,	PUNCT
cana-1474	47	10	ann	ann	PROPN
cana-1474	47	11	and	and	CCONJ
cana-1474	47	12	runge	runge	NOUN
cana-1474	47	13	-	-	PUNCT
cana-1474	47	14	kutta	kutta	NOUN
cana-1474	47	15	methods	method	NOUN
cana-1474	47	16	that	that	PRON
cana-1474	47	17	have	have	AUX
cana-1474	47	18	been	be	AUX
cana-1474	47	19	utilized	utilize	VERB
cana-1474	47	20	in	in	ADP
cana-1474	47	21	this	this	DET
cana-1474	47	22	study	study	NOUN
cana-1474	47	23	for	for	ADP
cana-1474	47	24	obtaining	obtain	VERB
cana-1474	47	25	general	general	ADJ
cana-1474	47	26	solution	solution	NOUN
cana-1474	47	27	so	so	SCONJ
cana-1474	47	28	as	as	SCONJ
cana-1474	47	29	to	to	PART
cana-1474	47	30	solve	solve	VERB
cana-1474	47	31	differential	differential	ADJ
cana-1474	47	32	equations	equation	NOUN
cana-1474	47	33	.	.	PUNCT
cana-1474	48	1	normally	normally	ADV
cana-1474	48	2	,	,	PUNCT
cana-1474	48	3	the	the	DET
cana-1474	48	4	blma	blma	NOUN
cana-1474	48	5	is	be	AUX
cana-1474	48	6	used	use	VERB
cana-1474	48	7	for	for	ADP
cana-1474	48	8	numeric	numeric	ADJ
cana-1474	48	9	problems	problem	NOUN
cana-1474	48	10	solved	solve	VERB
cana-1474	48	11	by	by	ADP
cana-1474	48	12	fnn’s.[14	fnn’s.[14	PROPN
cana-1474	48	13	]	]	PUNCT
cana-1474	48	14	descriptive	descriptive	ADJ
cana-1474	48	15	analysis	analysis	NOUN
cana-1474	48	16	:	:	PUNCT
cana-1474	48	17	the	the	DET
cana-1474	48	18	statistical	statistical	ADJ
cana-1474	48	19	associations	association	NOUN
cana-1474	48	20	between	between	ADP
cana-1474	48	21	performance	performance	NOUN
cana-1474	48	22	and	and	CCONJ
cana-1474	48	23	examined	examine	VERB
cana-1474	48	24	models	model	NOUN
cana-1474	48	25	should	should	AUX
cana-1474	48	26	be	be	AUX
cana-1474	48	27	evaluated	evaluate	VERB
cana-1474	48	28	;	;	PUNCT
cana-1474	48	29	•	•	X
cana-1474	48	30	in	in	ADP
cana-1474	48	31	an	an	DET
cana-1474	48	32	effort	effort	NOUN
cana-1474	48	33	to	to	PART
cana-1474	48	34	train	train	VERB
cana-1474	48	35	,	,	PUNCT
cana-1474	48	36	validate	validate	VERB
cana-1474	48	37	,	,	PUNCT
cana-1474	48	38	and	and	CCONJ
cana-1474	48	39	test	test	NOUN
cana-1474	48	40	reference	reference	NOUN
cana-1474	48	41	dataset	dataset	VERB
cana-1474	48	42	approximate	approximate	ADJ
cana-1474	48	43	solution	solution	NOUN
cana-1474	48	44	value	value	NOUN
cana-1474	48	45	by	by	ADP
cana-1474	48	46	blma	blma	NOUN
cana-1474	48	47	as	as	ADP
cana-1474	48	48	per	per	ADP
cana-1474	48	49	study	study	NOUN
cana-1474	48	50	detail	detail	NOUN
cana-1474	48	51	.	.	PUNCT
cana-1474	49	1	how	how	SCONJ
cana-1474	49	2	well	well	ADV
cana-1474	49	3	testing	testing	NOUN
cana-1474	49	4	,	,	PUNCT
cana-1474	49	5	validation	validation	NOUN
cana-1474	49	6	and	and	CCONJ
cana-1474	49	7	training	training	NOUN
cana-1474	49	8	are	be	AUX
cana-1474	49	9	captured	capture	VERB
cana-1474	49	10	in	in	ADP
cana-1474	49	11	exhaustive	exhaustive	ADJ
cana-1474	49	12	details	detail	NOUN
cana-1474	49	13	is	be	AUX
cana-1474	49	14	also	also	ADV
cana-1474	49	15	displayed	display	VERB
cana-1474	49	16	.	.	PUNCT
cana-1474	50	1	the	the	DET
cana-1474	50	2	study	study	NOUN
cana-1474	50	3	employs	employ	VERB
cana-1474	50	4	several	several	ADJ
cana-1474	50	5	tactics	tactic	NOUN
cana-1474	50	6	to	to	PART
cana-1474	50	7	validate	validate	VERB
cana-1474	50	8	the	the	DET
cana-1474	50	9	wellness	wellness	NOUN
cana-1474	50	10	and	and	CCONJ
cana-1474	50	11	effectiveness	effectiveness	NOUN
cana-1474	50	12	of	of	ADP
cana-1474	50	13	this	this	DET
cana-1474	50	14	design	design	NOUN
cana-1474	50	15	approach	approach	NOUN
cana-1474	50	16	,	,	PUNCT
cana-1474	50	17	having	have	VERB
cana-1474	50	18	convergence	convergence	NOUN
cana-1474	50	19	performance	performance	NOUN
cana-1474	50	20	analysis	analysis	NOUN
cana-1474	50	21	error	error	NOUN
cana-1474	50	22	histograms	histogram	NOUN
cana-1474	50	23	for	for	ADP
cana-1474	50	24	in	in	ADP
cana-1474	50	25	-	-	PUNCT
cana-1474	50	26	silico	silico	NOUN
cana-1474	50	27	endpoint	endpoint	NOUN
cana-1474	50	28	predictions	prediction	NOUN
cana-1474	50	29	by	by	ADP
cana-1474	50	30	anns	anns	NOUN
cana-1474	50	31	model	model	NOUN
cana-1474	50	32	compared	compare	VERB
cana-1474	50	33	with	with	ADP
cana-1474	50	34	experimental	experimental	ADJ
cana-1474	50	35	vacht	vacht	NOUN
cana-1474	50	36	kd	kd	PROPN
cana-1474	50	37	data	data	NOUN
cana-1474	50	38	curves	curve	NOUN
cana-1474	50	39	or	or	CCONJ
cana-1474	50	40	scatter	scatter	NOUN
cana-1474	50	41	plots	plot	NOUN
cana-1474	50	42	against	against	ADP
cana-1474	50	43	communications	communication	NOUN
cana-1474	50	44	on	on	ADP
cana-1474	50	45	applied	apply	VERB
cana-1474	50	46	nonlinear	nonlinear	ADJ
cana-1474	50	47	analysis	analysis	NOUN
cana-1474	50	48	issn	issn	NOUN
cana-1474	50	49	:	:	PUNCT
cana-1474	50	50	1074	1074	NUM
cana-1474	50	51	-	-	PUNCT
cana-1474	50	52	133x	133x	NUM
cana-1474	50	53	vol	vol	NOUN
cana-1474	50	54	31	31	NUM
cana-1474	50	55	no	no	NOUN
cana-1474	50	56	.	.	PUNCT
cana-1474	51	1	8s	8s	PROPN
cana-1474	51	2	(	(	PUNCT
cana-1474	51	3	2024	2024	NUM
cana-1474	51	4	)	)	PUNCT
cana-1474	51	5	182	182	NUM
cana-1474	51	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1474	51	7	concentration	concentration	NOUN
cana-1474	51	8	curve	curve	NOUN
cana-1474	51	9	fit	fit	ADJ
cana-1474	51	10	linearity	linearity	NOUN
cana-1474	51	11	assay	assay	PROPN
cana-1474	51	12	regression	regression	NOUN
cana-1474	51	13	test	test	NOUN
cana-1474	51	14	.	.	PUNCT
cana-1474	52	1	the	the	DET
cana-1474	52	2	background	background	NOUN
cana-1474	52	3	methods	method	NOUN
cana-1474	52	4	for	for	ADP
cana-1474	52	5	the	the	DET
cana-1474	52	6	analysis	analysis	NOUN
cana-1474	52	7	of	of	ADP
cana-1474	52	8	each	each	DET
cana-1474	52	9	differential	differential	ADJ
cana-1474	52	10	equation	equation	NOUN
cana-1474	52	11	can	can	AUX
cana-1474	52	12	be	be	AUX
cana-1474	52	13	used.[15	used.[15	NOUN
cana-1474	52	14	]	]	PUNCT
cana-1474	52	15	figure1	figure1	X
cana-1474	52	16	.	.	PUNCT
cana-1474	53	1	design	design	NOUN
cana-1474	53	2	methodology	methodology	NOUN
cana-1474	53	3	of	of	ADP
cana-1474	53	4	backpropagated	backpropagate	VERB
cana-1474	53	5	levenberg	levenberg	PROPN
cana-1474	53	6	marquardt	marquardt	PROPN
cana-1474	53	7	algorithm[21	algorithm[21	PROPN
cana-1474	53	8	]	]	X
cana-1474	53	9	1.3	1.3	NUM
cana-1474	53	10	comparative	comparative	ADJ
cana-1474	53	11	experimentfor	experimentfor	PROPN
cana-1474	53	12	seiar	seiar	VERB
cana-1474	53	13	model	model	NOUN
cana-1474	53	14	although	although	SCONJ
cana-1474	53	15	comparative	comparative	ADJ
cana-1474	53	16	experiments	experiment	NOUN
cana-1474	53	17	can	can	AUX
cana-1474	53	18	theoretically	theoretically	ADV
cana-1474	53	19	lend	lend	VERB
cana-1474	53	20	powerful	powerful	ADJ
cana-1474	53	21	insights	insight	NOUN
cana-1474	53	22	into	into	ADP
cana-1474	53	23	the	the	DET
cana-1474	53	24	operational	operational	ADJ
cana-1474	53	25	nuances	nuance	NOUN
cana-1474	53	26	of	of	ADP
cana-1474	53	27	a	a	DET
cana-1474	53	28	soc	soc	NOUN
cana-1474	53	29	or	or	CCONJ
cana-1474	53	30	sirem	sirem	ADJ
cana-1474	53	31	model	model	NOUN
cana-1474	53	32	,	,	PUNCT
cana-1474	53	33	they	they	PRON
cana-1474	53	34	may	may	AUX
cana-1474	53	35	not	not	PART
cana-1474	53	36	be	be	AUX
cana-1474	53	37	possible	possible	ADJ
cana-1474	53	38	in	in	ADP
cana-1474	53	39	practice	practice	NOUN
cana-1474	53	40	[	[	X
cana-1474	53	41	16	16	NUM
cana-1474	53	42	]	]	PUNCT
cana-1474	53	43	.	.	PUNCT
cana-1474	54	1	which	which	PRON
cana-1474	54	2	is	be	AUX
cana-1474	54	3	the	the	DET
cana-1474	54	4	reason	reason	NOUN
cana-1474	54	5	an	an	DET
cana-1474	54	6	advanced	advanced	ADJ
cana-1474	54	7	seair	seair	NOUN
cana-1474	54	8	cyber	cyber	NOUN
cana-1474	54	9	security	security	NOUN
cana-1474	54	10	model	model	NOUN
cana-1474	54	11	was	be	AUX
cana-1474	54	12	built	build	VERB
cana-1474	54	13	upon	upon	SCONJ
cana-1474	54	14	machine	machine	NOUN
cana-1474	54	15	learning	learn	VERB
cana-1474	54	16	to	to	PART
cana-1474	54	17	tackle	tackle	VERB
cana-1474	54	18	only	only	ADV
cana-1474	54	19	ddos	ddos	NOUN
cana-1474	54	20	attacks	attack	NOUN
cana-1474	54	21	as	as	ADP
cana-1474	54	22	in	in	ADP
cana-1474	54	23	our	our	PRON
cana-1474	54	24	case	case	NOUN
cana-1474	54	25	.	.	PUNCT
cana-1474	55	1	we	we	PRON
cana-1474	55	2	consider	consider	VERB
cana-1474	55	3	our	our	PRON
cana-1474	55	4	approach	approach	NOUN
cana-1474	55	5	—	—	PUNCT
cana-1474	55	6	and	and	CCONJ
cana-1474	55	7	hope	hope	VERB
cana-1474	55	8	to	to	ADP
cana-1474	55	9	some	some	DET
cana-1474	55	10	degree	degree	NOUN
cana-1474	55	11	that	that	SCONJ
cana-1474	55	12	it	it	PRON
cana-1474	55	13	is	be	AUX
cana-1474	55	14	truly	truly	ADV
cana-1474	55	15	unique	unique	ADJ
cana-1474	55	16	(	(	PUNCT
cana-1474	55	17	it	it	PRON
cana-1474	55	18	may	may	AUX
cana-1474	55	19	not	not	PART
cana-1474	55	20	be	be	AUX
cana-1474	55	21	)	)	PUNCT
cana-1474	55	22	—	—	PUNCT
cana-1474	55	23	as	as	ADP
cana-1474	55	24	a	a	DET
cana-1474	55	25	new	new	ADJ
cana-1474	55	26	,	,	PUNCT
cana-1474	55	27	strong	strong	ADJ
cana-1474	55	28	replacement	replacement	NOUN
cana-1474	55	29	for	for	ADP
cana-1474	55	30	battling	battle	VERB
cana-1474	55	31	against	against	ADP
cana-1474	55	32	those	those	DET
cana-1474	55	33	same	same	ADJ
cana-1474	55	34	threats	threat	NOUN
cana-1474	55	35	by	by	ADP
cana-1474	55	36	actually	actually	ADV
cana-1474	55	37	looking	look	VERB
cana-1474	55	38	forward	forward	ADV
cana-1474	55	39	protecting	protect	VERB
cana-1474	55	40	computer	computer	NOUN
cana-1474	55	41	systems	system	NOUN
cana-1474	55	42	many	many	ADJ
cana-1474	55	43	orders	order	NOUN
cana-1474	55	44	stronger	strong	ADJ
cana-1474	55	45	than	than	ADP
cana-1474	55	46	any	any	DET
cana-1474	55	47	other	other	ADJ
cana-1474	55	48	effort	effort	NOUN
cana-1474	55	49	.	.	PUNCT
cana-1474	56	1	our	our	PRON
cana-1474	56	2	method	method	NOUN
cana-1474	56	3	fared	fare	VERB
cana-1474	56	4	also	also	ADV
cana-1474	56	5	well	well	ADV
cana-1474	56	6	with	with	ADP
cana-1474	56	7	respect	respect	NOUN
cana-1474	56	8	to	to	ADP
cana-1474	56	9	the	the	DET
cana-1474	56	10	renowned	renowned	ADJ
cana-1474	56	11	rk-4	rk-4	PUNCT
cana-1474	56	12	technique	technique	NOUN
cana-1474	56	13	as	as	ADP
cana-1474	56	14	evident	evident	ADJ
cana-1474	56	15	in	in	ADP
cana-1474	56	16	comparison[17	comparison[17	PROPN
cana-1474	56	17	]	]	PUNCT
cana-1474	56	18	.	.	PUNCT
cana-1474	57	1	while	while	SCONJ
cana-1474	57	2	we	we	PRON
cana-1474	57	3	appreciate	appreciate	VERB
cana-1474	57	4	the	the	DET
cana-1474	57	5	effort	effort	NOUN
cana-1474	57	6	to	to	PART
cana-1474	57	7	reproduce	reproduce	VERB
cana-1474	57	8	our	our	PRON
cana-1474	57	9	works	work	NOUN
cana-1474	57	10	,	,	PUNCT
cana-1474	57	11	and	and	CCONJ
cana-1474	57	12	our	our	PRON
cana-1474	57	13	model	model	NOUN
cana-1474	57	14	has	have	AUX
cana-1474	57	15	already	already	ADV
cana-1474	57	16	been	be	AUX
cana-1474	57	17	discussed	discuss	VERB
cana-1474	57	18	in	in	ADP
cana-1474	57	19	greater	great	ADJ
cana-1474	57	20	detail	detail	NOUN
cana-1474	57	21	previously	previously	ADV
cana-1474	57	22	—	—	PUNCT
cana-1474	57	23	evaluated	evaluate	VERB
cana-1474	57	24	using	use	VERB
cana-1474	57	25	a	a	DET
cana-1474	57	26	thorough	thorough	ADJ
cana-1474	57	27	mathematical	mathematical	ADJ
cana-1474	57	28	analysis	analysis	NOUN
cana-1474	57	29	that	that	PRON
cana-1474	57	30	should	should	AUX
cana-1474	57	31	make	make	VERB
cana-1474	57	32	one	one	NUM
cana-1474	57	33	sense	sense	NOUN
cana-1474	57	34	an	an	DET
cana-1474	57	35	improvement	improvement	NOUN
cana-1474	57	36	over	over	ADP
cana-1474	57	37	other	other	ADJ
cana-1474	57	38	methods[18	methods[18	PROPN
cana-1474	57	39	]	]	PUNCT
cana-1474	57	40	.	.	PUNCT
cana-1474	58	1	figure.2	figure.2	ADJ
cana-1474	58	2	layering	layering	NOUN
cana-1474	58	3	model	model	NOUN
cana-1474	58	4	communications	communication	NOUN
cana-1474	58	5	on	on	ADP
cana-1474	58	6	applied	apply	VERB
cana-1474	58	7	nonlinear	nonlinear	ADJ
cana-1474	58	8	analysis	analysis	NOUN
cana-1474	58	9	issn	issn	NOUN
cana-1474	58	10	:	:	PUNCT
cana-1474	58	11	1074	1074	NUM
cana-1474	58	12	-	-	PUNCT
cana-1474	58	13	133x	133x	NUM
cana-1474	58	14	vol	vol	NOUN
cana-1474	58	15	31	31	NUM
cana-1474	58	16	no	no	NOUN
cana-1474	58	17	.	.	PUNCT
cana-1474	59	1	8s	8s	PROPN
cana-1474	59	2	(	(	PUNCT
cana-1474	59	3	2024	2024	NUM
cana-1474	59	4	)	)	PUNCT
cana-1474	59	5	183	183	NUM
cana-1474	59	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1474	59	7	figure.3	figure.3	PROPN
cana-1474	59	8	using	use	VERB
cana-1474	59	9	prisma	prisma	NOUN
cana-1474	59	10	based	base	VERB
cana-1474	59	11	a	a	DET
cana-1474	59	12	literature	literature	NOUN
cana-1474	59	13	review	review	NOUN
cana-1474	59	14	figure.4	figure.4	PROPN
cana-1474	59	15	projected	project	VERB
cana-1474	59	16	research	research	NOUN
cana-1474	59	17	figure.5	figure.5	PROPN
cana-1474	59	18	process	process	NOUN
cana-1474	59	19	of	of	ADP
cana-1474	59	20	model	model	NOUN
cana-1474	59	21	.	.	PUNCT
cana-1474	60	1	2	2	X
cana-1474	60	2	.	.	X
cana-1474	60	3	demonstration	demonstration	NOUN
cana-1474	60	4	of	of	ADP
cana-1474	60	5	mathematical	mathematical	ADJ
cana-1474	60	6	model	model	NOUN
cana-1474	60	7	at	at	ADP
cana-1474	60	8	the	the	DET
cana-1474	60	9	heart	heart	NOUN
cana-1474	60	10	of	of	ADP
cana-1474	60	11	mathematical	mathematical	ADJ
cana-1474	60	12	modelling	modelling	NOUN
cana-1474	60	13	is	be	AUX
cana-1474	60	14	transforming	transform	VERB
cana-1474	60	15	a	a	DET
cana-1474	60	16	real	real	ADJ
cana-1474	60	17	-	-	PUNCT
cana-1474	60	18	world	world	NOUN
cana-1474	60	19	issue	issue	NOUN
cana-1474	60	20	into	into	ADP
cana-1474	60	21	one	one	NUM
cana-1474	60	22	whose	whose	DET
cana-1474	60	23	components	component	NOUN
cana-1474	60	24	can	can	AUX
cana-1474	60	25	be	be	AUX
cana-1474	60	26	systematically	systematically	ADV
cana-1474	60	27	understood	understand	VERB
cana-1474	60	28	using	use	VERB
cana-1474	60	29	mathematics	mathematic	NOUN
cana-1474	60	30	.	.	PUNCT
cana-1474	61	1	from	from	ADP
cana-1474	61	2	the	the	DET
cana-1474	61	3	field	field	NOUN
cana-1474	61	4	on	on	ADP
cana-1474	61	5	machine	machine	NOUN
cana-1474	61	6	learning	learning	NOUN
cana-1474	61	7	,	,	PUNCT
cana-1474	61	8	we	we	PRON
cana-1474	61	9	use	use	VERB
cana-1474	61	10	supervised	supervised	ADJ
cana-1474	61	11	ann	ann	PROPN
cana-1474	61	12	's	's	PART
cana-1474	61	13	that	that	PRON
cana-1474	61	14	predict	predict	VERB
cana-1474	61	15	neural	neural	ADJ
cana-1474	61	16	neurons	neuron	NOUN
cana-1474	61	17	which	which	PRON
cana-1474	61	18	are	be	AUX
cana-1474	61	19	further	far	ADV
cana-1474	61	20	analysed	analyse	VERB
cana-1474	61	21	to	to	PART
cana-1474	61	22	dive	dive	VERB
cana-1474	61	23	in	in	ADP
cana-1474	61	24	towards	towards	ADP
cana-1474	61	25	quantifying	quantify	VERB
cana-1474	61	26	communications	communication	NOUN
cana-1474	61	27	on	on	ADP
cana-1474	61	28	applied	apply	VERB
cana-1474	61	29	nonlinear	nonlinear	ADJ
cana-1474	61	30	analysis	analysis	NOUN
cana-1474	61	31	issn	issn	NOUN
cana-1474	61	32	:	:	PUNCT
cana-1474	61	33	1074	1074	NUM
cana-1474	61	34	-	-	PUNCT
cana-1474	61	35	133x	133x	NUM
cana-1474	61	36	vol	vol	NOUN
cana-1474	61	37	31	31	NUM
cana-1474	61	38	no	no	NOUN
cana-1474	61	39	.	.	PUNCT
cana-1474	62	1	8s	8s	PROPN
cana-1474	62	2	(	(	PUNCT
cana-1474	62	3	2024	2024	NUM
cana-1474	62	4	)	)	PUNCT
cana-1474	62	5	184	184	NUM
cana-1474	62	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1474	62	7	cyberattacks	cyberattack	NOUN
cana-1474	62	8	through	through	ADP
cana-1474	62	9	multiple	multiple	ADJ
cana-1474	62	10	systems	system	NOUN
cana-1474	62	11	.	.	PUNCT
cana-1474	63	1	however	however	ADV
cana-1474	63	2	this	this	PRON
cana-1474	63	3	is	be	AUX
cana-1474	63	4	a	a	DET
cana-1474	63	5	sort	sort	NOUN
cana-1474	63	6	of	of	ADP
cana-1474	63	7	existential	existential	ADJ
cana-1474	63	8	threat	threat	NOUN
cana-1474	63	9	,	,	PUNCT
cana-1474	63	10	because	because	SCONJ
cana-1474	63	11	the	the	DET
cana-1474	63	12	in	in	ADP
cana-1474	63	13	fact	fact	NOUN
cana-1474	63	14	it	it	PRON
cana-1474	63	15	does	do	AUX
cana-1474	63	16	destabilize	destabilize	VERB
cana-1474	63	17	with	with	ADP
cana-1474	63	18	cyberattack	cyberattack	NOUN
cana-1474	63	19	.	.	PUNCT
cana-1474	64	1	the	the	DET
cana-1474	64	2	path	path	NOUN
cana-1474	64	3	with	with	ADP
cana-1474	64	4	which	which	PRON
cana-1474	64	5	the	the	DET
cana-1474	64	6	attacker	attacker	NOUN
cana-1474	64	7	pursues	pursue	VERB
cana-1474	64	8	force	force	NOUN
cana-1474	64	9	manipulated	manipulate	VERB
cana-1474	64	10	data	datum	NOUN
cana-1474	64	11	.	.	PUNCT
cana-1474	65	1	figure	figure	NOUN
cana-1474	65	2	(	(	PUNCT
cana-1474	65	3	3	3	X
cana-1474	65	4	)	)	PUNCT
cana-1474	65	5	showing	show	VERB
cana-1474	65	6	that	that	SCONJ
cana-1474	65	7	when	when	SCONJ
cana-1474	65	8	ddos	ddo	NOUN
cana-1474	65	9	attack	attack	NOUN
cana-1474	65	10	[	[	X
cana-1474	65	11	19	19	NUM
cana-1474	65	12	]	]	PUNCT
cana-1474	65	13	in	in	ADP
cana-1474	65	14	this	this	PRON
cana-1474	65	15	,	,	PUNCT
cana-1474	65	16	here	here	ADV
cana-1474	65	17	attacker	attacker	NOUN
cana-1474	65	18	sniffing	sniff	VERB
cana-1474	65	19	a	a	DET
cana-1474	65	20	legitim	legitim	PROPN
cana-1474	65	21	session	session	NOUN
cana-1474	65	22	b	b	PROPN
cana-1474	65	23	/	/	SYM
cana-1474	65	24	w	w	PROPN
cana-1474	65	25	server	server	NOUN
cana-1474	65	26	to	to	ADP
cana-1474	65	27	victim	victim	NOUN
cana-1474	65	28	and	and	CCONJ
cana-1474	65	29	traced	trace	VERB
cana-1474	65	30	ip	ip	NOUN
cana-1474	65	31	which	which	DET
cana-1474	65	32	system	system	NOUN
cana-1474	65	33	has	have	VERB
cana-1474	65	34	with	with	ADP
cana-1474	65	35	them	they	PRON
cana-1474	65	36	on	on	ADP
cana-1474	65	37	other	other	ADJ
cana-1474	65	38	side	side	NOUN
cana-1474	65	39	figure	figure	NOUN
cana-1474	65	40	(	(	PUNCT
cana-1474	65	41	4	4	X
cana-1474	65	42	)	)	PUNCT
cana-1474	65	43	showing	show	VERB
cana-1474	65	44	how	how	SCONJ
cana-1474	65	45	attacker	attacker	ADJ
cana-1474	65	46	disconnect	disconnect	VERB
cana-1474	65	47	this	this	DET
cana-1474	65	48	victim	victim	NOUN
cana-1474	65	49	(	(	PUNCT
cana-1474	65	50	system	system	NOUN
cana-1474	65	51	)	)	PUNCT
cana-1474	65	52	to	to	PART
cana-1474	65	53	server	server	VERB
cana-1474	65	54	n	n	PRON
cana-1474	65	55	get	get	VERB
cana-1474	65	56	its	its	PRON
cana-1474	65	57	ip	ip	NOUN
cana-1474	65	58	.	.	PUNCT
cana-1474	66	1	it	it	PRON
cana-1474	66	2	is	be	AUX
cana-1474	66	3	also	also	ADV
cana-1474	66	4	one	one	NUM
cana-1474	66	5	of	of	ADP
cana-1474	66	6	lbss	lbss	ADV
cana-1474	67	1	[	[	X
cana-1474	67	2	20	20	NUM
cana-1474	67	3	]	]	PUNCT
cana-1474	67	4	.	.	PUNCT
cana-1474	68	1	however	however	ADV
cana-1474	68	2	,	,	PUNCT
cana-1474	68	3	visual	visual	ADJ
cana-1474	68	4	tracking	tracking	NOUN
cana-1474	68	5	in	in	ADP
cana-1474	68	6	this	this	DET
cana-1474	68	7	case	case	NOUN
cana-1474	68	8	is	be	AUX
cana-1474	68	9	mainly	mainly	ADV
cana-1474	68	10	designed	design	VERB
cana-1474	68	11	for	for	ADP
cana-1474	68	12	segmentation	segmentation	NOUN
cana-1474	68	13	-	-	PUNCT
cana-1474	68	14	driven	drive	VERB
cana-1474	68	15	frameworks	framework	NOUN
cana-1474	68	16	and	and	CCONJ
cana-1474	68	17	it	it	PRON
cana-1474	68	18	needs	need	VERB
cana-1474	68	19	high	high	ADJ
cana-1474	68	20	computing	computing	NOUN
cana-1474	68	21	resources	resource	NOUN
cana-1474	68	22	unlike	unlike	ADP
cana-1474	68	23	being	be	AUX
cana-1474	68	24	commercially	commercially	ADV
cana-1474	68	25	viable	viable	ADJ
cana-1474	69	1	[	[	X
cana-1474	69	2	21	21	NUM
cana-1474	69	3	]	]	SYM
cana-1474	69	4	..	..	PUNCT
cana-1474	69	5	compartmental	compartmental	ADJ
cana-1474	69	6	seiar	seiar	ADJ
cana-1474	69	7	model	model	NOUN
cana-1474	69	8	;	;	PUNCT
cana-1474	69	9	s	s	VERB
cana-1474	69	10	susceptible	susceptible	ADJ
cana-1474	69	11	,	,	PUNCT
cana-1474	69	12	e	e	NOUN
cana-1474	69	13	exposed	expose	VERB
cana-1474	69	14	i	i	PRON
cana-1474	69	15	infectious	infectious	ADJ
cana-1474	69	16	a	a	DET
cana-1474	69	17	asymptomatic	asymptomatic	ADJ
cana-1474	69	18	r	r	NOUN
cana-1474	69	19	recovered	recover	VERB
cana-1474	69	20	(	(	PUNCT
cana-1474	69	21	fig	fig	NOUN
cana-1474	69	22	.	.	PUNCT
cana-1474	70	1	seiar	seiar	VERB
cana-1474	70	2	:	:	PUNCT
cana-1474	70	3	the	the	DET
cana-1474	70	4	notation	notation	NOUN
cana-1474	70	5	of	of	ADP
cana-1474	70	6	the	the	DET
cana-1474	70	7	seiar	seiar	ADJ
cana-1474	70	8	model	model	NOUN
cana-1474	70	9	is	be	AUX
cana-1474	70	10	given	give	VERB
cana-1474	70	11	in	in	ADP
cana-1474	70	12	table	table	NOUN
cana-1474	70	13	2	2	NUM
cana-1474	70	14	that	that	PRON
cana-1474	70	15	is	be	AUX
cana-1474	70	16	illustrated	illustrate	VERB
cana-1474	70	17	by	by	ADP
cana-1474	70	18	the	the	DET
cana-1474	70	19	dashed	dash	VERB
cana-1474	70	20	line	line	NOUN
cana-1474	70	21	in	in	ADP
cana-1474	70	22	this	this	DET
cana-1474	70	23	figure	figure	NOUN
cana-1474	70	24	.	.	PUNCT
cana-1474	71	1	of	of	ADP
cana-1474	71	2	i	i	PRON
cana-1474	71	3	(	(	PUNCT
cana-1474	71	4	solid	solid	ADJ
cana-1474	71	5	line	line	NOUN
cana-1474	71	6	)	)	PUNCT
cana-1474	71	7	are	be	AUX
cana-1474	71	8	infectious	infectious	ADJ
cana-1474	71	9	,	,	PUNCT
cana-1474	71	10	and	and	CCONJ
cana-1474	71	11	so	so	ADV
cana-1474	71	12	with	with	ADP
cana-1474	71	13	them	they	PRON
cana-1474	71	14	can	can	AUX
cana-1474	71	15	be	be	AUX
cana-1474	71	16	regarded	regard	VERB
cana-1474	71	17	to	to	PART
cana-1474	71	18	have	have	VERB
cana-1474	71	19	a	a	DET
cana-1474	71	20	βλ	βλ	NOUN
cana-1474	71	21	transference	transference	NOUN
cana-1474	71	22	rate	rate	NOUN
cana-1474	71	23	while	while	SCONJ
cana-1474	71	24	they	they	PRON
cana-1474	71	25	remain	remain	VERB
cana-1474	71	26	part	part	NOUN
cana-1474	71	27	-	-	PUNCT
cana-1474	71	28	susceptible	susceptible	ADJ
cana-1474	71	29	(	(	PUNCT
cana-1474	71	30	again	again	ADV
cana-1474	71	31	see	see	VERB
cana-1474	71	32	results	result	NOUN
cana-1474	71	33	:	:	PUNCT
cana-1474	71	34	subgroups	subgroup	NOUN
cana-1474	71	35	:	:	PUNCT
cana-1474	71	36	rangellab	rangellab	VERB
cana-1474	71	37	:	:	PUNCT
cana-1474	71	38	,	,	PUNCT
cana-1474	72	1	2	2	NUM
cana-1474	72	2	adding	add	VERB
cana-1474	72	3	to	to	ADP
cana-1474	72	4	,	,	PUNCT
cana-1474	72	5	vector	vector	NOUN
cana-1474	72	6	spaces	space	NOUN
cana-1474	72	7	for	for	ADP
cana-1474	72	8	details	detail	NOUN
cana-1474	72	9	)	)	PUNCT
cana-1474	72	10	.	.	PUNCT
cana-1474	73	1	even	even	ADV
cana-1474	73	2	then	then	ADV
cana-1474	73	3	,	,	PUNCT
cana-1474	73	4	those	those	DET
cana-1474	73	5	infected	infected	ADJ
cana-1474	73	6	devices	device	NOUN
cana-1474	73	7	were	be	AUX
cana-1474	73	8	still	still	ADV
cana-1474	73	9	only	only	ADV
cana-1474	73	10	compromised	compromise	VERB
cana-1474	73	11	and	and	CCONJ
cana-1474	73	12	not	not	PART
cana-1474	73	13	yet	yet	ADV
cana-1474	73	14	infectious	infectious	ADJ
cana-1474	73	15	.	.	PUNCT
cana-1474	74	1	brief	brief	ADJ
cana-1474	74	2	immunity	immunity	NOUN
cana-1474	74	3	in	in	ADP
cana-1474	74	4	case	case	NOUN
cana-1474	74	5	of	of	ADP
cana-1474	74	6	a	a	DET
cana-1474	74	7	ddos	ddos	NOUN
cana-1474	74	8	attack	attack	NOUN
cana-1474	74	9	for	for	ADP
cana-1474	74	10	pαe	pαe	NOUN
cana-1474	74	11	one	one	NUM
cana-1474	74	12	of	of	ADP
cana-1474	74	13	them	they	PRON
cana-1474	74	14	is	be	AUX
cana-1474	74	15	defense	defense	NOUN
cana-1474	74	16	from	from	ADP
cana-1474	74	17	attack	attack	NOUN
cana-1474	74	18	software	software	NOUN
cana-1474	74	19	that	that	PRON
cana-1474	74	20	in	in	ADP
cana-1474	74	21	time	time	NOUN
cana-1474	74	22	t	t	PROPN
cana-1474	74	23	t	t	PROPN
cana-1474	74	24	has	have	VERB
cana-1474	74	25	performance	performance	NOUN
cana-1474	74	26	degree	degree	NOUN
cana-1474	74	27	a	a	PRON
cana-1474	74	28	removes	remove	VERB
cana-1474	74	29	one	one	NUM
cana-1474	74	30	for	for	ADP
cana-1474	74	31	ddos	ddos	NOUN
cana-1474	74	32	attacks	attack	NOUN
cana-1474	74	33	removing	remove	VERB
cana-1474	74	34	action	action	NOUN
cana-1474	74	35	implanted	implant	VERB
cana-1474	74	36	into	into	ADP
cana-1474	74	37	security	security	NOUN
cana-1474	74	38	software	software	NOUN
cana-1474	74	39	,	,	PUNCT
cana-1474	74	40	in	in	ADP
cana-1474	74	41	such	such	ADJ
cana-1474	74	42	case	case	NOUN
cana-1474	74	43	:	:	PUNCT
cana-1474	74	44	if	if	SCONJ
cana-1474	74	45	counter	counter	ADJ
cana-1474	74	46	-	-	PUNCT
cana-1474	74	47	not	not	PART
cana-1474	74	48	attacking	attack	VERB
cana-1474	74	49	running	run	VERB
cana-1474	74	50	duration	duration	NOUN
cana-1474	74	51	δa	δa	ADP
cana-1474	74	52	sec	sec	PROPN
cana-1474	74	53	second	second	ADV
cana-1474	74	54	so	so	ADV
cana-1474	74	55	on	on	ADP
cana-1474	74	56	i	i	PRON
cana-1474	74	57	ψ	ψ	VERB
cana-1474	74	58	.	.	PUNCT
cana-1474	75	1	otherwise	otherwise	ADV
cana-1474	75	2	then	then	ADV
cana-1474	75	3	(	(	PUNCT
cana-1474	75	4	µ	µ	X
cana-1474	75	5	+	+	NUM
cana-1474	75	6	ξ1	ξ1	NOUN
cana-1474	75	7	)	)	PUNCT
cana-1474	75	8	and	and	CCONJ
cana-1474	75	9	(	(	PUNCT
cana-1474	75	10	µ+ξ2	µ+ξ2	PROPN
cana-1474	75	11	)	)	PUNCT
cana-1474	75	12	i	i	PRON
cana-1474	75	13	compartment	compartment	VERB
cana-1474	75	14	respectively	respectively	ADV
cana-1474	75	15	,	,	PUNCT
cana-1474	75	16	where	where	SCONJ
cana-1474	75	17	the	the	DET
cana-1474	75	18	magnitude	magnitude	NOUN
cana-1474	75	19	of	of	ADP
cana-1474	75	20	device	device	NOUN
cana-1474	75	21	damage	damage	NOUN
cana-1474	75	22	due	due	ADP
cana-1474	75	23	to	to	ADP
cana-1474	75	24	attack	attack	VERB
cana-1474	75	25	on	on	ADP
cana-1474	75	26	a	a	DET
cana-1474	75	27	compartment	compartment	NOUN
cana-1474	75	28	;	;	PUNCT
cana-1474	75	29	i	i	PRON
cana-1474	75	30	compartment	compartment	NOUN
cana-1474	75	31	are	be	AUX
cana-1474	75	32	represented	represent	VERB
cana-1474	75	33	by	by	ADP
cana-1474	75	34	a	a	DET
cana-1474	75	35	positive	positive	ADJ
cana-1474	75	36	constant	constant	ADJ
cana-1474	75	37	parameter	parameter	NOUN
cana-1474	75	38	ξ1	ξ1	NOUN
cana-1474	75	39	,	,	PUNCT
cana-1474	75	40	þ	þ	PROPN
cana-1474	75	41	12	12	NUM
cana-1474	75	42	.	.	PUNCT
cana-1474	76	1	so	so	ADV
cana-1474	76	2	,	,	PUNCT
cana-1474	76	3	from	from	ADP
cana-1474	76	4	equation	equation	NOUN
cana-1474	76	5	(	(	PUNCT
cana-1474	76	6	6	6	NUM
cana-1474	76	7	)	)	PUNCT
cana-1474	76	8	,	,	PUNCT
cana-1474	76	9	it	it	PRON
cana-1474	76	10	can	can	AUX
cana-1474	76	11	be	be	AUX
cana-1474	76	12	concluded	conclude	VERB
cana-1474	76	13	that	that	SCONJ
cana-1474	76	14	μ	μ	PROPN
cana-1474	76	15	is	be	AUX
cana-1474	76	16	normal	normal	ADJ
cana-1474	76	17	daily	daily	ADJ
cana-1474	76	18	device	device	NOUN
cana-1474	76	19	damaged	damage	VERB
cana-1474	76	20	[	[	X
cana-1474	76	21	22	22	NUM
cana-1474	76	22	]	]	PUNCT
cana-1474	76	23	.	.	PUNCT
cana-1474	77	1	devices	device	NOUN
cana-1474	77	2	that	that	PRON
cana-1474	77	3	are	be	AUX
cana-1474	77	4	recovered	recover	VERB
cana-1474	77	5	after	after	ADP
cana-1474	77	6	being	be	AUX
cana-1474	77	7	lost	lose	VERB
cana-1474	77	8	,	,	PUNCT
cana-1474	77	9	subsequently	subsequently	ADV
cana-1474	77	10	return	return	VERB
cana-1474	77	11	to	to	ADP
cana-1474	77	12	the	the	DET
cana-1474	77	13	unprotected	unprotected	ADJ
cana-1474	77	14	compartment	compartment	NOUN
cana-1474	77	15	from	from	ADP
cana-1474	77	16	home	home	NOUN
cana-1474	77	17	at	at	ADP
cana-1474	77	18	a	a	DET
cana-1474	77	19	merit	merit	NOUN
cana-1474	77	20	of	of	ADP
cana-1474	77	21	η	η	PROPN
cana-1474	77	22	.	.	PROPN
cana-1474	77	23	thus	thus	ADV
cana-1474	77	24	,	,	PUNCT
cana-1474	77	25	the	the	DET
cana-1474	77	26	mathematical	mathematical	ADJ
cana-1474	77	27	differential	differential	NOUN
cana-1474	77	28	method	method	NOUN
cana-1474	77	29	for	for	ADP
cana-1474	77	30	it	it	PRON
cana-1474	77	31	is	be	AUX
cana-1474	77	32	an	an	DET
cana-1474	77	33	equivalent	equivalent	ADJ
cana-1474	77	34	system	system	NOUN
cana-1474	77	35	of	of	ADP
cana-1474	77	36	ode	ode	PROPN
cana-1474	77	37	’s	’s	NOUN
cana-1474	77	38	.	.	PUNCT
cana-1474	78	1	(	(	PUNCT
cana-1474	78	2	1	1	X
cana-1474	78	3	)	)	PUNCT
cana-1474	78	4	(	(	PUNCT
cana-1474	78	5	2	2	NUM
cana-1474	78	6	)	)	PUNCT
cana-1474	78	7	(	(	PUNCT
cana-1474	78	8	3	3	X
cana-1474	78	9	)	)	PUNCT
cana-1474	78	10	(	(	PUNCT
cana-1474	78	11	4	4	X
cana-1474	78	12	)	)	PUNCT
cana-1474	78	13	communications	communication	NOUN
cana-1474	78	14	on	on	ADP
cana-1474	78	15	applied	apply	VERB
cana-1474	78	16	nonlinear	nonlinear	ADJ
cana-1474	78	17	analysis	analysis	NOUN
cana-1474	78	18	issn	issn	NOUN
cana-1474	78	19	:	:	PUNCT
cana-1474	78	20	1074	1074	NUM
cana-1474	78	21	-	-	PUNCT
cana-1474	78	22	133x	133x	NUM
cana-1474	78	23	vol	vol	NOUN
cana-1474	78	24	31	31	NUM
cana-1474	78	25	no	no	NOUN
cana-1474	78	26	.	.	PUNCT
cana-1474	79	1	8s	8s	PROPN
cana-1474	79	2	(	(	PUNCT
cana-1474	79	3	2024	2024	NUM
cana-1474	79	4	)	)	PUNCT
cana-1474	79	5	185	185	NUM
cana-1474	79	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1474	79	7	(	(	PUNCT
cana-1474	79	8	5	5	NUM
cana-1474	79	9	)	)	PUNCT
cana-1474	79	10	figure.6	figure.6	NOUN
cana-1474	79	11	graphical	graphical	ADJ
cana-1474	79	12	analysis	analysis	NOUN
cana-1474	79	13	of	of	ADP
cana-1474	79	14	ode.(case1	ode.(case1	NOUN
cana-1474	79	15	)	)	PUNCT
cana-1474	79	16	figure.7	figure.7	NOUN
cana-1474	79	17	analysis	analysis	NOUN
cana-1474	79	18	of	of	ADP
cana-1474	79	19	performance	performance	NOUN
cana-1474	79	20	function	function	NOUN
cana-1474	79	21	in	in	ADP
cana-1474	79	22	the	the	DET
cana-1474	79	23	term	term	NOUN
cana-1474	79	24	off	off	ADP
cana-1474	79	25	mse	mse	NOUN
cana-1474	79	26	for	for	ADP
cana-1474	79	27	case	case	NOUN
cana-1474	79	28	1	1	NUM
cana-1474	79	29	ode	ode	ADJ
cana-1474	79	30	based	base	VERB
cana-1474	79	31	system	system	NOUN
cana-1474	79	32	.	.	PUNCT
cana-1474	80	1	figure	figure	NOUN
cana-1474	80	2	.	.	PUNCT
cana-1474	81	1	8	8	NUM
cana-1474	81	2	accuracy	accuracy	NOUN
cana-1474	81	3	for	for	ADP
cana-1474	81	4	validation	validation	NOUN
cana-1474	81	5	and	and	CCONJ
cana-1474	81	6	training	training	NOUN
cana-1474	81	7	figure	figure	NOUN
cana-1474	81	8	9	9	NUM
cana-1474	81	9	.	.	PUNCT
cana-1474	81	10	case	case	NOUN
cana-1474	81	11	1	1	NUM
cana-1474	81	12	:	:	PUNCT
cana-1474	81	13	regression	regression	VERB
cana-1474	81	14	analysis	analysis	NOUN
cana-1474	81	15	(	(	PUNCT
cana-1474	81	16	ode	ode	NOUN
cana-1474	81	17	)	)	PUNCT
cana-1474	81	18	system	system	NOUN
cana-1474	81	19	figure	figure	NOUN
cana-1474	81	20	10	10	NUM
cana-1474	81	21	.	.	PUNCT
cana-1474	82	1	validatin	validatin	NOUN
cana-1474	82	2	and	and	CCONJ
cana-1474	82	3	traininng	traininng	NOUN
cana-1474	82	4	loss	loss	NOUN
cana-1474	82	5	figure	figure	NOUN
cana-1474	82	6	(	(	PUNCT
cana-1474	82	7	2	2	NUM
cana-1474	82	8	):	):	PUNCT
cana-1474	82	9	{	{	PUNCT
cana-1474	82	10	𝑑𝑆	𝑑𝑆	ADJ
cana-1474	82	11	𝑑𝑡	𝑑𝑡	ADP
cana-1474	82	12	=	=	PROPN
cana-1474	82	13	𝐴	𝐴	PROPN
cana-1474	82	14	−	−	PROPN
cana-1474	82	15	𝛽𝑆(𝐼	𝛽𝑆(𝐼	NOUN
cana-1474	83	1	+	+	CCONJ
cana-1474	83	2	𝜆𝐴	𝜆𝐴	NUM
cana-1474	83	3	−	−	PROPN
cana-1474	83	4	𝜇𝑆	𝜇𝑆	NOUN
cana-1474	83	5	+	+	CCONJ
cana-1474	83	6	𝜂𝑅	𝜂𝑅	NOUN
cana-1474	83	7	)	)	PUNCT
cana-1474	83	8	,	,	PUNCT
cana-1474	83	9	𝑆(0	𝑆(0	NUM
cana-1474	83	10	)	)	PUNCT
cana-1474	83	11	=	=	SYM
cana-1474	83	12	𝑆0	𝑆0	NOUN
cana-1474	83	13	𝑑𝐸	𝑑𝐸	ADJ
cana-1474	83	14	𝑑𝑡	𝑑𝑡	ADP
cana-1474	83	15	=	=	PUNCT
cana-1474	83	16	𝛽𝑆(𝐼	𝛽𝑆(𝐼	X
cana-1474	83	17	+	+	X
cana-1474	83	18	𝜆𝐴	𝜆𝐴	X
cana-1474	83	19	)	)	PUNCT
cana-1474	83	20	−	−	PROPN
cana-1474	84	1	(	(	PUNCT
cana-1474	84	2	𝛼	𝛼	NOUN
cana-1474	84	3	+	+	X
cana-1474	84	4	𝜇)𝐸	𝜇)𝐸	ADJ
cana-1474	84	5	,	,	PUNCT
cana-1474	84	6	𝐸(0	𝐸(0	NUM
cana-1474	84	7	)	)	PUNCT
cana-1474	84	8	=	=	NOUN
cana-1474	84	9	𝐸0	𝐸0	PROPN
cana-1474	84	10	𝑑𝐼	𝑑𝐼	NOUN
cana-1474	84	11	𝑑𝑡	𝑑𝑡	ADP
cana-1474	84	12	=	=	SYM
cana-1474	84	13	𝑃1𝛼𝐸	𝑃1𝛼𝐸	PROPN
cana-1474	84	14	−	−	PROPN
cana-1474	84	15	(	(	PUNCT
cana-1474	84	16	𝜓	𝜓	PROPN
cana-1474	84	17	+	+	X
cana-1474	84	18	𝜇	𝜇	ADP
cana-1474	84	19	+	+	ADJ
cana-1474	84	20	𝜉2)𝐼	𝜉2)𝐼	NOUN
cana-1474	84	21	,	,	PUNCT
cana-1474	84	22	𝐼(0	𝐼(0	X
cana-1474	84	23	)	)	PUNCT
cana-1474	84	24	=	=	PRON
cana-1474	84	25	𝐼0	𝐼0	PROPN
cana-1474	84	26	𝑑𝐴	𝑑𝐴	NOUN
cana-1474	84	27	𝑑𝑡	𝑑𝑡	ADP
cana-1474	84	28	=	=	SYM
cana-1474	84	29	(	(	PUNCT
cana-1474	84	30	1	1	NUM
cana-1474	84	31	−	−	PROPN
cana-1474	84	32	𝑃1	𝑃1	NOUN
cana-1474	84	33	−	−	PROPN
cana-1474	84	34	𝑃2)𝛼𝐸	𝑃2)𝛼𝐸	NUM
cana-1474	84	35	−	−	PROPN
cana-1474	85	1	(	(	PUNCT
cana-1474	85	2	𝛿	𝛿	NOUN
cana-1474	85	3	+	+	X
cana-1474	85	4	𝜇	𝜇	X
cana-1474	85	5	+	+	X
cana-1474	85	6	𝜉1)𝐴	𝜉1)𝐴	ADJ
cana-1474	85	7	,	,	PUNCT
cana-1474	85	8	𝐴(0	𝐴(0	ADJ
cana-1474	85	9	)	)	PUNCT
cana-1474	85	10	=	=	SYM
cana-1474	85	11	𝐴0	𝐴0	PROPN
cana-1474	85	12	𝑑𝑅	𝑑𝑅	PROPN
cana-1474	85	13	𝑑𝑡	𝑑𝑡	ADP
cana-1474	85	14	=	=	SYM
cana-1474	85	15	𝜓𝐼	𝜓𝐼	NOUN
cana-1474	85	16	+	+	NUM
cana-1474	85	17	𝛿𝐴	𝛿𝐴	NOUN
cana-1474	85	18	+	+	NUM
cana-1474	85	19	𝛿𝑃2𝛼𝐸	𝛿𝑃2𝛼𝐸	NOUN
cana-1474	85	20	−	−	PROPN
cana-1474	85	21	(	(	PUNCT
cana-1474	85	22	𝜂	𝜂	NOUN
cana-1474	85	23	+	+	X
cana-1474	85	24	𝜇	𝜇	NOUN
cana-1474	85	25	)	)	PUNCT
cana-1474	85	26	.	.	PUNCT
cana-1474	85	27	𝑅(0	𝑅(0	PUNCT
cana-1474	85	28	)	)	PUNCT
cana-1474	86	1	=	=	VERB
cana-1474	86	2	𝑅0	𝑅0	PROPN
cana-1474	86	3	#	#	SYM
cana-1474	86	4	(	(	PUNCT
cana-1474	86	5	1	1	NUM
cana-1474	86	6	)	)	PUNCT
cana-1474	86	7	communications	communication	NOUN
cana-1474	86	8	on	on	ADP
cana-1474	86	9	applied	apply	VERB
cana-1474	86	10	nonlinear	nonlinear	ADJ
cana-1474	86	11	analysis	analysis	NOUN
cana-1474	86	12	issn	issn	NOUN
cana-1474	86	13	:	:	PUNCT
cana-1474	86	14	1074	1074	NUM
cana-1474	86	15	-	-	PUNCT
cana-1474	86	16	133x	133x	NUM
cana-1474	86	17	vol	vol	NOUN
cana-1474	86	18	31	31	NUM
cana-1474	86	19	no	no	NOUN
cana-1474	86	20	.	.	PUNCT
cana-1474	87	1	8s	8s	PROPN
cana-1474	87	2	(	(	PUNCT
cana-1474	87	3	2024	2024	NUM
cana-1474	87	4	)	)	PUNCT
cana-1474	87	5	186	186	NUM
cana-1474	87	6	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-1474	87	7	five	five	NUM
cana-1474	87	8	compartments	compartment	NOUN
cana-1474	87	9	were	be	AUX
cana-1474	87	10	of	of	ADP
cana-1474	87	11	the	the	DET
cana-1474	87	12	total	total	ADJ
cana-1474	87	13	devices	device	NOUN
cana-1474	87	14	(	(	PUNCT
cana-1474	87	15	n	n	CCONJ
cana-1474	87	16	):	):	PUNCT
cana-1474	87	17	susceptible	susceptible	ADJ
cana-1474	87	18	,	,	PUNCT
cana-1474	87	19	exposed	expose	VERB
cana-1474	87	20	,	,	PUNCT
cana-1474	87	21	infectious	infectious	ADJ
cana-1474	87	22	,	,	PUNCT
cana-1474	87	23	recovered	recovered	ADJ
cana-1474	87	24	and	and	CCONJ
cana-1474	87	25	asymptomatic	asymptomatic	ADJ
cana-1474	87	26	.	.	PUNCT
cana-1474	88	1	the	the	DET
cana-1474	88	2	method	method	NOUN
cana-1474	88	3	has	have	AUX
cana-1474	88	4	been	be	AUX
cana-1474	88	5	tested	test	VERB
cana-1474	88	6	with	with	ADP
cana-1474	88	7	1000	1000	NUM
cana-1474	88	8	connected	connect	VERB
cana-1474	88	9	devices	device	NOUN
cana-1474	88	10	which	which	PRON
cana-1474	88	11	initially	initially	ADV
cana-1474	88	12	contain	contain	VERB
cana-1474	88	13	:	:	PUNCT
cana-1474	88	14	998	998	NUM
cana-1474	88	15	susceptible,1	susceptible,1	NOUN
cana-1474	88	16	infected	infect	VERB
cana-1474	88	17	,	,	PUNCT
cana-1474	88	18	asymptomatic	asymptomatic	ADJ
cana-1474	88	19	and	and	CCONJ
cana-1474	88	20	exposed	expose	VERB
cana-1474	88	21	or	or	CCONJ
cana-1474	88	22	recovered	recover	VERB
cana-1474	88	23	.	.	PUNCT
cana-1474	89	1	this	this	DET
cana-1474	89	2	setup	setup	NOUN
cana-1474	89	3	describes	describe	VERB
cana-1474	89	4	a	a	DET
cana-1474	89	5	situation	situation	NOUN
cana-1474	89	6	in	in	ADP
cana-1474	89	7	which	which	PRON
cana-1474	89	8	the	the	DET
cana-1474	89	9	infection	infection	NOUN
cana-1474	89	10	is	be	AUX
cana-1474	89	11	taking	take	VERB
cana-1474	89	12	off	off	ADP
cana-1474	89	13	across	across	ADP
cana-1474	89	14	the	the	DET
cana-1474	89	15	network	network	NOUN
cana-1474	89	16	.	.	PUNCT
cana-1474	90	1	3	3	X
cana-1474	90	2	.	.	X
cana-1474	90	3	methodology	methodology	NOUN
cana-1474	90	4	in	in	ADP
cana-1474	90	5	this	this	DET
cana-1474	90	6	part	part	NOUN
cana-1474	90	7	,	,	PUNCT
cana-1474	90	8	we	we	PRON
cana-1474	90	9	will	will	AUX
cana-1474	90	10	go	go	VERB
cana-1474	90	11	forward	forward	ADV
cana-1474	90	12	to	to	ADP
cana-1474	90	13	a	a	DET
cana-1474	90	14	lookup	lookup	NOUN
cana-1474	90	15	machine	machine	NOUN
cana-1474	90	16	designed	design	VERB
cana-1474	90	17	by	by	ADP
cana-1474	90	18	the	the	DET
cana-1474	90	19	neural	neural	ADJ
cana-1474	90	20	experiences	experience	NOUN
cana-1474	90	21	(	(	PUNCT
cana-1474	90	22	neural	neural	ADJ
cana-1474	90	23	experience	experience	NOUN
cana-1474	90	24	-	-	PUNCT
cana-1474	90	25	based	base	VERB
cana-1474	90	26	ann	ann	PROPN
cana-1474	90	27	)	)	PUNCT
cana-1474	90	28	for	for	ADP
cana-1474	90	29	executing	execute	VERB
cana-1474	90	30	the	the	DET
cana-1474	90	31	interpretation	interpretation	NOUN
cana-1474	90	32	algorithm	algorithm	NOUN
cana-1474	90	33	related	relate	VERB
cana-1474	90	34	with	with	ADP
cana-1474	90	35	machine	machine	NOUN
cana-1474	90	36	learning	learning	NOUN
cana-1474	90	37	.	.	PUNCT
cana-1474	91	1	we	we	PRON
cana-1474	91	2	can	can	AUX
cana-1474	91	3	tune	tune	VERB
cana-1474	91	4	your	your	PRON
cana-1474	91	5	hidden	hide	VERB
cana-1474	91	6	units	unit	NOUN
cana-1474	91	7	with	with	ADP
cana-1474	91	8	a	a	DET
cana-1474	91	9	lot	lot	NOUN
cana-1474	91	10	more	more	ADJ
cana-1474	91	11	complexity	complexity	NOUN
cana-1474	91	12	than	than	ADP
cana-1474	91	13	just	just	ADV
cana-1474	91	14	telling	tell	VERB
cana-1474	91	15	them	they	PRON
cana-1474	91	16	the	the	DET
cana-1474	91	17	necessary	necessary	ADJ
cana-1474	91	18	paths	path	NOUN
cana-1474	91	19	using	use	VERB
cana-1474	91	20	only	only	ADV
cana-1474	91	21	one	one	NUM
cana-1474	91	22	mlp	mlp	NOUN
cana-1474	91	23	(	(	PUNCT
cana-1474	91	24	multi	multi	ADJ
cana-1474	91	25	-	-	ADJ
cana-1474	91	26	layer	layer	ADJ
cana-1474	91	27	perceptron	perceptron	PROPN
cana-1474	91	28	)	)	PUNCT
cana-1474	91	29	perceptron	perceptron	PROPN
cana-1474	91	30	:	:	PUNCT
cana-1474	91	31	it	it	PRON
cana-1474	91	32	is	be	AUX
cana-1474	91	33	a	a	DET
cana-1474	91	34	node	node	NOUN
cana-1474	91	35	where	where	SCONJ
cana-1474	91	36	mathematical	mathematical	ADJ
cana-1474	91	37	operations	operation	NOUN
cana-1474	91	38	are	be	AUX
cana-1474	91	39	applied	apply	VERB
cana-1474	91	40	on	on	ADP
cana-1474	91	41	input	input	NOUN
cana-1474	91	42	data	datum	NOUN
cana-1474	91	43	to	to	PART
cana-1474	91	44	give	give	VERB
cana-1474	91	45	output	output	NOUN
cana-1474	91	46	in	in	ADP
cana-1474	91	47	mlps	mlp	NOUN
cana-1474	91	48	,	,	PUNCT
cana-1474	91	49	which	which	PRON
cana-1474	91	50	are	be	AUX
cana-1474	91	51	artificial	artificial	ADJ
cana-1474	91	52	neural	neural	ADJ
cana-1474	91	53	networks	network	NOUN
cana-1474	91	54	[	[	X
cana-1474	91	55	23	23	NUM
cana-1474	91	56	]	]	PUNCT
cana-1474	91	57	.	.	PUNCT
cana-1474	92	1	the	the	DET
cana-1474	92	2	concealed	conceal	VERB
cana-1474	92	3	layer	layer	NOUN
cana-1474	92	4	contains	contain	VERB
cana-1474	92	5	the	the	DET
cana-1474	92	6	neutrons	neutron	NOUN
cana-1474	92	7	from	from	ADP
cana-1474	92	8	[	[	X
cana-1474	92	9	24	24	NUM
cana-1474	92	10	]	]	PUNCT
cana-1474	92	11	we	we	PRON
cana-1474	92	12	will	will	AUX
cana-1474	92	13	explore	explore	VERB
cana-1474	92	14	better	well	ADJ
cana-1474	92	15	ways	way	NOUN
cana-1474	92	16	to	to	PART
cana-1474	92	17	solve	solve	VERB
cana-1474	92	18	this	this	DET
cana-1474	92	19	system	system	NOUN
cana-1474	92	20	of	of	ADP
cana-1474	92	21	differential	differential	ADJ
cana-1474	92	22	equation	equation	NOUN
cana-1474	92	23	with	with	ADP
cana-1474	92	24	a	a	DET
cana-1474	92	25	similar	similar	ADJ
cana-1474	92	26	schema	schema	NOUN
cana-1474	92	27	,	,	PUNCT
cana-1474	92	28	not	not	PART
cana-1474	92	29	necessarily	necessarily	ADV
cana-1474	92	30	using	use	VERB
cana-1474	92	31	the	the	DET
cana-1474	92	32	classical	classical	ADJ
cana-1474	92	33	metropolis	metropoli	NOUN
cana-1474	92	34	-	-	PUNCT
cana-1474	92	35	hastings	hastings	PROPN
cana-1474	92	36	algorithm	algorithm	NOUN
cana-1474	92	37	by	by	ADP
cana-1474	92	38	employing	employ	VERB
cana-1474	92	39	mcmc	mcmc	PROPN
cana-1474	92	40	techniques	technique	NOUN
cana-1474	92	41	as	as	SCONJ
cana-1474	92	42	described	describe	VERB
cana-1474	92	43	in	in	ADP
cana-1474	92	44	[	[	X
cana-1474	92	45	25,26,27	25,26,27	NUM
cana-1474	92	46	]	]	PUNCT
cana-1474	92	47	.	.	PUNCT
cana-1474	93	1	with	with	ADP
cana-1474	93	2	that	that	PRON
cana-1474	93	3	,	,	PUNCT
cana-1474	93	4	we	we	PRON
cana-1474	93	5	leverage	leverage	VERB
cana-1474	93	6	ann	ann	PROPN
cana-1474	93	7	a	a	DET
cana-1474	93	8	cutting	cutting	NOUN
cana-1474	93	9	-	-	PUNCT
cana-1474	93	10	edge	edge	NOUN
cana-1474	93	11	ml	ml	NOUN
cana-1474	93	12	technique	technique	NOUN
cana-1474	93	13	.	.	PUNCT
cana-1474	94	1	ann	ann	PROPN
cana-1474	94	2	is	be	AUX
cana-1474	94	3	a	a	DET
cana-1474	94	4	strong	strong	ADJ
cana-1474	94	5	ml	ml	NOUN
cana-1474	94	6	process	process	NOUN
cana-1474	94	7	converges	converge	NOUN
cana-1474	94	8	faster	fast	ADV
cana-1474	94	9	in	in	ADP
cana-1474	94	10	taking	take	VERB
cana-1474	94	11	care	care	NOUN
cana-1474	94	12	of	of	ADP
cana-1474	94	13	linear	linear	ADJ
cana-1474	94	14	frame	frame	NOUN
cana-1474	94	15	scenarios	scenario	NOUN
cana-1474	94	16	.	.	PUNCT
cana-1474	95	1	anns	ann	NOUN
cana-1474	95	2	are	be	AUX
cana-1474	95	3	complex	complex	ADJ
cana-1474	95	4	nonlinear	nonlinear	ADJ
cana-1474	95	5	probabilitical	probabilitical	ADJ
cana-1474	95	6	models	model	NOUN
cana-1474	95	7	that	that	PRON
cana-1474	95	8	can	can	AUX
cana-1474	95	9	extract	extract	VERB
cana-1474	95	10	from	from	ADP
cana-1474	95	11	the	the	DET
cana-1474	95	12	inputs	input	NOUN
cana-1474	95	13	some	some	PRON
cana-1474	95	14	of	of	ADP
cana-1474	95	15	relationships	relationship	NOUN
cana-1474	95	16	completely	completely	ADV
cana-1474	95	17	between	between	ADP
cana-1474	95	18	many	many	ADJ
cana-1474	95	19	outputs	output	NOUN
cana-1474	95	20	and	and	CCONJ
cana-1474	95	21	create	create	VERB
cana-1474	95	22	most	most	ADJ
cana-1474	95	23	new	new	ADJ
cana-1474	95	24	surrogate	surrogate	ADJ
cana-1474	95	25	solutions	solution	NOUN
cana-1474	95	26	which	which	PRON
cana-1474	95	27	do	do	AUX
cana-1474	95	28	not	not	PART
cana-1474	95	29	exactly	exactly	ADV
cana-1474	95	30	be	be	AUX
cana-1474	95	31	as	as	ADP
cana-1474	95	32	one	one	NUM
cana-1474	95	33	unnoticed	unnoticed	ADJ
cana-1474	95	34	system	system	NOUN
cana-1474	95	35	to	to	PART
cana-1474	95	36	odes	ode	NOUN
cana-1474	95	37	but	but	CCONJ
cana-1474	95	38	rather	rather	ADV
cana-1474	95	39	replace	replace	VERB
cana-1474	95	40	multiple	multiple	ADJ
cana-1474	95	41	similar	similar	ADJ
cana-1474	95	42	steps	step	NOUN
cana-1474	95	43	or	or	CCONJ
cana-1474	95	44	even	even	ADV
cana-1474	95	45	chains[28,29,30	chains[28,29,30	NOUN
cana-1474	95	46	]	]	X
cana-1474	95	47	.	.	PUNCT
cana-1474	96	1	the	the	DET
cana-1474	96	2	algorithm	algorithm	NOUN
cana-1474	96	3	reads	read	VERB
cana-1474	96	4	the	the	DET
cana-1474	96	5	data	datum	NOUN
cana-1474	96	6	he	he	PRON
cana-1474	96	7	feeds	feed	VERB
cana-1474	96	8	it	it	PRON
cana-1474	96	9	,	,	PUNCT
cana-1474	96	10	then	then	ADV
cana-1474	96	11	spits	spit	VERB
cana-1474	96	12	something	something	PRON
cana-1474	96	13	back	back	ADV
cana-1474	96	14	out	out	ADP
cana-1474	96	15	at	at	ADP
cana-1474	96	16	him	he	PRON
cana-1474	96	17	.	.	PUNCT
cana-1474	97	1	this	this	PRON
cana-1474	97	2	is	be	AUX
cana-1474	97	3	an	an	DET
cana-1474	97	4	optimization	optimization	NOUN
cana-1474	97	5	algorithm	algorithm	NOUN
cana-1474	97	6	,	,	PUNCT
cana-1474	97	7	but	but	CCONJ
cana-1474	97	8	you	you	PRON
cana-1474	97	9	might	might	AUX
cana-1474	97	10	have	have	AUX
cana-1474	97	11	seen	see	VERB
cana-1474	97	12	various	various	ADJ
cana-1474	97	13	other	other	ADJ
cana-1474	97	14	algorithms	algorithm	NOUN
cana-1474	97	15	covered	cover	VERB
cana-1474	97	16	in	in	ADP
cana-1474	97	17	this	this	DET
cana-1474	97	18	blog	blog	NOUN
cana-1474	97	19	that	that	PRON
cana-1474	97	20	are	be	AUX
cana-1474	97	21	applied	apply	VERB
cana-1474	97	22	on	on	ADP
cana-1474	97	23	different	different	ADJ
cana-1474	97	24	neural	neural	ADJ
cana-1474	97	25	networks	network	NOUN
cana-1474	97	26	.	.	PUNCT
cana-1474	98	1	the	the	DET
cana-1474	98	2	method	method	NOUN
cana-1474	98	3	that	that	PRON
cana-1474	98	4	is	be	AUX
cana-1474	98	5	used	use	VERB
cana-1474	98	6	for	for	ADP
cana-1474	98	7	optimization	optimization	NOUN
cana-1474	98	8	and	and	CCONJ
cana-1474	98	9	works	work	VERB
cana-1474	98	10	well	well	ADV
cana-1474	98	11	this	this	DET
cana-1474	98	12	ann	ann	PROPN
cana-1474	98	13	.	.	PUNCT
cana-1474	98	14	sparse	sparse	VERB
cana-1474	98	15	mlp	mlp	NOUN
cana-1474	98	16	with	with	ADP
cana-1474	98	17	1	1	NUM
cana-1474	98	18	hidden	hide	VERB
cana-1474	98	19	layer	layer	NOUN
cana-1474	98	20	.	.	PUNCT
cana-1474	99	1	𝑁𝑗	𝑁𝑗	X
cana-1474	99	2	=	=	PUNCT
cana-1474	99	3	∑	∑	PUNCT
cana-1474	99	4	⬚	⬚	PROPN
cana-1474	99	5	𝑛	𝑛	X
cana-1474	99	6	𝑖=1	𝑖=1	PROPN
cana-1474	99	7	   	   	SPACE
cana-1474	99	8	(	(	PUNCT
cana-1474	99	9	𝑊𝑖𝑗𝑋𝑖	𝑊𝑖𝑗𝑋𝑖	PROPN
cana-1474	99	10	+	+	CCONJ
cana-1474	99	11	𝑏𝑗)#(3	𝑏𝑗)#(3	PROPN
cana-1474	99	12	)	)	PUNCT
cana-1474	99	13	where	where	SCONJ
cana-1474	99	14	wij	wij	PROPN
cana-1474	99	15	can	can	AUX
cana-1474	99	16	be	be	AUX
cana-1474	99	17	some	some	DET
cana-1474	99	18	tuned	tune	VERB
cana-1474	99	19	connection	connection	NOUN
cana-1474	99	20	weights	weight	NOUN
cana-1474	99	21	,	,	PUNCT
cana-1474	99	22	bj	bj	NOUN
cana-1474	99	23	are	be	AUX
cana-1474	99	24	bias	bias	NOUN
cana-1474	99	25	vectors	vector	NOUN
cana-1474	99	26	and	and	CCONJ
cana-1474	99	27	xi	xi	X
cana-1474	99	28	for	for	ADP
cana-1474	99	29	inputs	input	NOUN
cana-1474	99	30	.	.	PUNCT
cana-1474	100	1	as	as	ADP
cana-1474	100	2	with	with	ADP
cana-1474	100	3	all	all	DET
cana-1474	100	4	nodes	node	NOUN
cana-1474	100	5	,	,	PUNCT
cana-1474	100	6	wij	wij	PROPN
cana-1474	100	7	are	be	AUX
cana-1474	100	8	connection	connection	NOUN
cana-1474	100	9	weights	weight	NOUN
cana-1474	100	10	and	and	CCONJ
cana-1474	100	11	bj	bj	NOUN
cana-1474	100	12	is	be	AUX
cana-1474	100	13	biassed	biassed	ADJ
cana-1474	100	14	vectors	vector	NOUN
cana-1474	100	15	;	;	PUNCT
cana-1474	100	16	xi	xi	X
cana-1474	100	17	analagous	analagous	ADJ
cana-1474	100	18	to	to	ADP
cana-1474	100	19	yi	yi	PROPN
cana-1474	100	20	from	from	ADP
cana-1474	100	21	a	a	DET
cana-1474	100	22	fnn	fnn	NOUN
cana-1474	100	23	using	use	VERB
cana-1474	100	24	logsigmoid	logsigmoid	NOUN
cana-1474	100	25	activation	activation	NOUN
cana-1474	100	26	function	function	NOUN
cana-1474	100	27	fnn	fnn	NOUN
cana-1474	100	28	with	with	ADP
cana-1474	100	29	log	log	NOUN
cana-1474	100	30	-	-	PUNCT
cana-1474	100	31	sigmoid	sigmoid	NOUN
cana-1474	100	32	activation	activation	NOUN
cana-1474	100	33	nodes	node	NOUN
cana-1474	100	34	.	.	PUNCT
cana-1474	101	1	𝑓𝑗(𝑥	𝑓𝑗(𝑥	PUNCT
cana-1474	101	2	)	)	PUNCT
cana-1474	101	3	=	=	SYM
cana-1474	101	4	1	1	NUM
cana-1474	101	5	1	1	NUM
cana-1474	101	6	+	+	CCONJ
cana-1474	101	7	𝑒−𝑁𝑗	𝑒−𝑁𝑗	SYM
cana-1474	101	8	#	#	SYM
cana-1474	101	9	(	(	PUNCT
cana-1474	101	10	4	4	NUM
cana-1474	101	11	)	)	PUNCT
cana-1474	101	12	communications	communication	NOUN
cana-1474	101	13	on	on	ADP
cana-1474	101	14	applied	apply	VERB
cana-1474	101	15	nonlinear	nonlinear	ADJ
cana-1474	101	16	analysis	analysis	NOUN
cana-1474	101	17	issn	issn	NOUN
cana-1474	101	18	:	:	PUNCT
cana-1474	101	19	1074	1074	NUM
cana-1474	101	20	-	-	PUNCT
cana-1474	101	21	133x	133x	NUM
cana-1474	101	22	vol	vol	NOUN
cana-1474	101	23	31	31	NUM
cana-1474	101	24	no	no	NOUN
cana-1474	101	25	.	.	PUNCT
cana-1474	102	1	8s	8s	PROPN
cana-1474	102	2	(	(	PUNCT
cana-1474	102	3	2024	2024	NUM
cana-1474	102	4	)	)	PUNCT
cana-1474	102	5	187	187	NUM
cana-1474	102	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1474	102	7	figure.11	figure.11	NOUN
cana-1474	102	8	malware	malware	NOUN
cana-1474	102	9	analysis	analysis	NOUN
cana-1474	102	10	communications	communication	NOUN
cana-1474	102	11	on	on	ADP
cana-1474	102	12	applied	apply	VERB
cana-1474	102	13	nonlinear	nonlinear	ADJ
cana-1474	102	14	analysis	analysis	NOUN
cana-1474	102	15	issn	issn	NOUN
cana-1474	102	16	:	:	PUNCT
cana-1474	102	17	1074	1074	NUM
cana-1474	102	18	-	-	PUNCT
cana-1474	102	19	133x	133x	NUM
cana-1474	102	20	vol	vol	NOUN
cana-1474	102	21	31	31	NUM
cana-1474	102	22	no	no	NOUN
cana-1474	102	23	.	.	PUNCT
cana-1474	103	1	8s	8s	PROPN
cana-1474	103	2	(	(	PUNCT
cana-1474	103	3	2024	2024	NUM
cana-1474	103	4	)	)	PUNCT
cana-1474	103	5	188	188	NUM
cana-1474	103	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1474	103	7	the	the	DET
cana-1474	103	8	process	process	NOUN
cana-1474	103	9	of	of	ADP
cana-1474	103	10	implementing	implement	VERB
cana-1474	103	11	fnn	fnn	NOUN
cana-1474	103	12	-	-	PUNCT
cana-1474	103	13	lma	lma	PROPN
cana-1474	103	14	is	be	AUX
cana-1474	103	15	completed	complete	VERB
cana-1474	103	16	in	in	ADP
cana-1474	103	17	two	two	NUM
cana-1474	103	18	stages	stage	NOUN
cana-1474	103	19	,	,	PUNCT
cana-1474	103	20	while	while	SCONJ
cana-1474	103	21	fig	fig	NOUN
cana-1474	103	22	.	.	PUNCT
cana-1474	104	1	algorithm	algorithm	PROPN
cana-1474	104	2	flow	flow	VERB
cana-1474	104	3	complete	complete	ADJ
cana-1474	104	4	view	view	NOUN
cana-1474	104	5	of	of	ADP
cana-1474	104	6	design	design	NOUN
cana-1474	104	7	algorithms	algorithm	NOUN
cana-1474	104	8	,	,	PUNCT
cana-1474	104	9	figure	figure	NOUN
cana-1474	104	10	1	1	NUM
cana-1474	104	11	adopted	adopt	VERB
cana-1474	104	12	method	method	NOUN
cana-1474	104	13	for	for	ADP
cana-1474	104	14	surrogate	surrogate	ADJ
cana-1474	104	15	solution	solution	NOUN
cana-1474	104	16	as	as	SCONJ
cana-1474	104	17	shown	show	VERB
cana-1474	104	18	in	in	ADP
cana-1474	104	19	figure	figure	NOUN
cana-1474	104	20	2	2	NUM
cana-1474	104	21	as	as	ADV
cana-1474	104	22	well	well	ADV
cana-1474	104	23	as	as	ADP
cana-1474	104	24	creating	create	VERB
cana-1474	104	25	your	your	PRON
cana-1474	104	26	own	own	ADJ
cana-1474	104	27	baseline	baseline	NOUN
cana-1474	104	28	dataset	dataset	NOUN
cana-1474	104	29	using	use	VERB
cana-1474	104	30	typical	typical	ADJ
cana-1474	104	31	machine	machine	NOUN
cana-1474	104	32	learning	learning	NOUN
cana-1474	104	33	approach	approach	NOUN
cana-1474	104	34	;	;	PUNCT
cana-1474	104	35	—	—	PUNCT
cana-1474	104	36	4th	4th	ADJ
cana-1474	104	37	order	order	NOUN
cana-1474	104	38	runge	runge	NOUN
cana-1474	104	39	-	-	PUNCT
cana-1474	104	40	kutta	kutta	NOUN
cana-1474	104	41	algorithm	algorithm	NOUN
cana-1474	104	42	we	we	PRON
cana-1474	104	43	then	then	ADV
cana-1474	104	44	train	train	VERB
cana-1474	104	45	an	an	DET
cana-1474	104	46	fnn	fnn	NOUN
cana-1474	104	47	with	with	ADP
cana-1474	104	48	the	the	DET
cana-1474	104	49	same	same	ADJ
cana-1474	104	50	initial	initial	ADJ
cana-1474	104	51	data	datum	NOUN
cana-1474	104	52	set	set	VERB
cana-1474	104	53	[	[	X
cana-1474	104	54	31	31	NUM
cana-1474	104	55	]	]	PUNCT
cana-1474	104	56	.	.	PUNCT
cana-1474	105	1	after	after	ADP
cana-1474	105	2	obtaining	obtain	VERB
cana-1474	105	3	the	the	DET
cana-1474	105	4	fnn	fnn	NOUN
cana-1474	105	5	,	,	PUNCT
cana-1474	105	6	an	an	DET
cana-1474	105	7	adams	adams	PROPN
cana-1474	105	8	-	-	PUNCT
cana-1474	105	9	bashforth	bashforth	NOUN
cana-1474	105	10	predictor	predictor	NOUN
cana-1474	105	11	is	be	AUX
cana-1474	105	12	used	use	VERB
cana-1474	105	13	to	to	PART
cana-1474	105	14	predict	predict	VERB
cana-1474	105	15	solutions	solution	NOUN
cana-1474	105	16	of	of	ADP
cana-1474	105	17	the	the	DET
cana-1474	105	18	ode	ode	ADJ
cana-1474	105	19	system	system	NOUN
cana-1474	105	20	in	in	ADP
cana-1474	105	21	time	time	NOUN
cana-1474	105	22	-	-	PUNCT
cana-1474	105	23	stepping	step	VERB
cana-1474	105	24	-	-	PUNCT
cana-1474	105	25	scheduling	scheduling	NOUN
cana-1474	105	26	.	.	PUNCT
cana-1474	106	1	fnn	fnn	NOUN
cana-1474	106	2	testing	testing	NOUN
cana-1474	106	3	on	on	ADP
cana-1474	106	4	a	a	DET
cana-1474	106	5	test	test	NOUN
cana-1474	106	6	dataset	dataset	VERB
cana-1474	106	7	with	with	ADP
cana-1474	106	8	validation	validation	NOUN
cana-1474	106	9	.	.	PUNCT
cana-1474	107	1	a	a	DET
cana-1474	107	2	backpropagation	backpropagation	NOUN
cana-1474	107	3	technique	technique	NOUN
cana-1474	107	4	allows	allow	VERB
cana-1474	107	5	fnn	fnn	NOUN
cana-1474	107	6	to	to	PART
cana-1474	107	7	be	be	AUX
cana-1474	107	8	train	train	NOUN
cana-1474	107	9	using	use	VERB
cana-1474	107	10	error	error	NOUN
cana-1474	107	11	correction	correction	NOUN
cana-1474	107	12	minimisation	minimisation	NOUN
cana-1474	107	13	in	in	ADP
cana-1474	107	14	prediction	prediction	NOUN
cana-1474	107	15	of	of	ADP
cana-1474	107	16	the	the	DET
cana-1474	107	17	true	true	ADJ
cana-1474	107	18	solution[32,33,34	solution[32,33,34	PROPN
cana-1474	107	19	]	]	X
cana-1474	107	20	.	.	PUNCT
cana-1474	108	1	the	the	DET
cana-1474	108	2	image	image	NOUN
cana-1474	108	3	that	that	PRON
cana-1474	108	4	follows	follow	VERB
cana-1474	108	5	show	show	VERB
cana-1474	108	6	a	a	DET
cana-1474	108	7	fraction	fraction	NOUN
cana-1474	108	8	of	of	ADP
cana-1474	108	9	the	the	DET
cana-1474	108	10	many	many	ADJ
cana-1474	108	11	design	design	NOUN
cana-1474	108	12	methodologies	methodology	NOUN
cana-1474	108	13	used	use	VERB
cana-1474	108	14	.	.	PUNCT
cana-1474	109	1	step	step	NOUN
cana-1474	109	2	1	1	NUM
cana-1474	109	3	:	:	PUNCT
cana-1474	109	4	initial	initial	ADJ
cana-1474	109	5	data	datum	NOUN
cana-1474	109	6	set	set	VERB
cana-1474	109	7	the	the	DET
cana-1474	109	8	first	first	ADJ
cana-1474	109	9	thing	thing	NOUN
cana-1474	109	10	we	we	PRON
cana-1474	109	11	did	do	VERB
cana-1474	109	12	was	be	AUX
cana-1474	109	13	to	to	PART
cana-1474	109	14	solve	solve	VERB
cana-1474	109	15	numerically	numerically	ADV
cana-1474	109	16	this	this	DET
cana-1474	109	17	initial	initial	ADJ
cana-1474	109	18	data	datum	NOUN
cana-1474	109	19	using	use	VERB
cana-1474	109	20	mathematica	mathematica	PROPN
cana-1474	109	21	's	's	PART
cana-1474	109	22	"	"	PUNCT
cana-1474	109	23	nd	nd	NOUN
cana-1474	109	24	solve	solve	NOUN
cana-1474	109	25	"	"	PUNCT
cana-1474	109	26	function	function	NOUN
cana-1474	109	27	with	with	ADP
cana-1474	109	28	the	the	DET
cana-1474	109	29	fourth	fourth	ADJ
cana-1474	109	30	order	order	NOUN
cana-1474	109	31	runge	runge	VERB
cana-1474	109	32	kutta	kutta	NOUN
cana-1474	109	33	routine	routine	NOUN
cana-1474	109	34	(	(	PUNCT
cana-1474	109	35	rk4	rk4	NOUN
cana-1474	109	36	)	)	PUNCT
cana-1474	109	37	.	.	PUNCT
cana-1474	110	1	then	then	ADV
cana-1474	110	2	,	,	PUNCT
cana-1474	110	3	in	in	ADP
cana-1474	110	4	second	second	ADJ
cana-1474	110	5	phase	phase	NOUN
cana-1474	110	6	the	the	DET
cana-1474	110	7	program	program	NOUN
cana-1474	110	8	entitled	entitle	VERB
cana-1474	110	9	‘	'	PUNCT
cana-1474	110	10	‘	'	PUNCT
cana-1474	110	11	nftool	nftool	NOUN
cana-1474	110	12	’’	’'	PUNCT
cana-1474	110	13	from	from	ADP
cana-1474	110	14	matlab	matlab	PROPN
cana-1474	110	15	package	package	NOUN
cana-1474	110	16	to	to	PART
cana-1474	110	17	test	test	NOUN
cana-1474	110	18	data	datum	NOUN
cana-1474	110	19	be	be	AUX
cana-1474	110	20	designed	design	VERB
cana-1474	110	21	ann	ann	PROPN
cana-1474	110	22	and	and	CCONJ
cana-1474	110	23	applying	apply	VERB
cana-1474	110	24	it	it	PRON
cana-1474	110	25	through	through	ADP
cana-1474	110	26	blm	blm	PROPN
cana-1474	110	27	method	method	NOUN
cana-1474	110	28	.	.	PUNCT
cana-1474	111	1	fixed	fix	VERB
cana-1474	111	2	-	-	PUNCT
cana-1474	111	3	set	set	NOUN
cana-1474	111	4	-	-	PUNCT
cana-1474	111	5	inference	inference	NOUN
cana-1474	111	6	and	and	CCONJ
cana-1474	111	7	reference	reference	NOUN
cana-1474	111	8	solutionbuild	solutionbuild	NOUN
cana-1474	111	9	around	around	ADP
cana-1474	111	10	a	a	DET
cana-1474	111	11	seed	seed	NOUN
cana-1474	111	12	for	for	ADP
cana-1474	111	13	the	the	DET
cana-1474	111	14	test	test	NOUN
cana-1474	111	15	/	/	SYM
cana-1474	111	16	validation	validation	NOUN
cana-1474	111	17	/	/	SYM
cana-1474	111	18	training	training	NOUN
cana-1474	111	19	procedures	procedure	NOUN
cana-1474	111	20	to	to	PART
cana-1474	111	21	be	be	AUX
cana-1474	111	22	coaxial	coaxial	ADJ
cana-1474	111	23	with	with	ADP
cana-1474	111	24	tiny	tiny	ADJ
cana-1474	111	25	imagenet	imagenet	NOUN
cana-1474	111	26	intractable	intractable	ADJ
cana-1474	111	27	approximation	approximation	NOUN
cana-1474	111	28	to	to	ADP
cana-1474	111	29	many	many	ADJ
cana-1474	111	30	system	system	NOUN
cana-1474	111	31	of	of	ADP
cana-1474	111	32	equations	equation	NOUN
cana-1474	111	33	liveness	liveness	VERB
cana-1474	111	34	how	how	SCONJ
cana-1474	111	35	the	the	DET
cana-1474	111	36	nns	nns	ADJ
cana-1474	111	37	-	-	PUNCT
cana-1474	111	38	lmt	lmt	PROPN
cana-1474	111	39	method	method	NOUN
cana-1474	111	40	works	work	VERB
cana-1474	111	41	:	:	PUNCT
cana-1474	111	42	figs	fig	NOUN
cana-1474	111	43	5it	5it	NOUN
cana-1474	111	44	is	be	AUX
cana-1474	111	45	possible	possible	ADJ
cana-1474	111	46	to	to	PART
cana-1474	111	47	show	show	VERB
cana-1474	111	48	a	a	DET
cana-1474	111	49	single	single	ADJ
cana-1474	111	50	neural	neural	ADJ
cana-1474	111	51	networks	network	NOUN
cana-1474	111	52	in	in	ADP
cana-1474	111	53	full	full	ADJ
cana-1474	111	54	detail	detail	NOUN
cana-1474	111	55	)	)	PUNCT
cana-1474	111	56	.	.	PUNCT
cana-1474	112	1	figure	figure	VERB
cana-1474	112	2	3	3	NUM
cana-1474	112	3	:	:	PUNCT
cana-1474	112	4	system	system	NOUN
cana-1474	112	5	connectivity	connectivity	NOUN
cana-1474	112	6	with	with	ADP
cana-1474	112	7	domain	domain	NOUN
cana-1474	112	8	controller	controller	NOUN
cana-1474	112	9	.	.	PUNCT
cana-1474	113	1	figure	figure	NOUN
cana-1474	113	2	12	12	NUM
cana-1474	113	3	.	.	PUNCT
cana-1474	113	4	.	.	PUNCT
cana-1474	114	1	exported	export	VERB
cana-1474	114	2	charts	chart	NOUN
cana-1474	114	3	displaying	display	VERB
cana-1474	114	4	suspected	suspect	VERB
cana-1474	114	5	botnets	botnet	NOUN
cana-1474	114	6	(	(	PUNCT
cana-1474	114	7	detected	detect	VERB
cana-1474	114	8	attacker	attacker	NOUN
cana-1474	114	9	communities	community	NOUN
cana-1474	114	10	)	)	PUNCT
cana-1474	114	11	and	and	CCONJ
cana-1474	114	12	their	their	PRON
cana-1474	114	13	bot	bot	NOUN
cana-1474	114	14	count	count	NOUN
cana-1474	114	15	,	,	PUNCT
cana-1474	114	16	as	as	ADV
cana-1474	114	17	well	well	ADV
cana-1474	114	18	as	as	ADP
cana-1474	114	19	malware	malware	NOUN
cana-1474	114	20	servers	server	NOUN
cana-1474	114	21	’	'	PUNCT
cana-1474	114	22	pagerank	pagerank	NOUN
cana-1474	114	23	.	.	PUNCT
cana-1474	115	1	sizes	size	NOUN
cana-1474	115	2	of	of	ADP
cana-1474	115	3	detected	detect	VERB
cana-1474	115	4	communities	community	NOUN
cana-1474	115	5	are	be	AUX
cana-1474	115	6	colorcoded	colorcode	VERB
cana-1474	115	7	following	follow	VERB
cana-1474	115	8	the	the	DET
cana-1474	115	9	color	color	NOUN
cana-1474	115	10	scheme	scheme	NOUN
cana-1474	115	11	used	use	VERB
cana-1474	115	12	for	for	ADP
cana-1474	115	13	visualization	visualization	NOUN
cana-1474	115	14	figure	figure	NOUN
cana-1474	115	15	13	13	NUM
cana-1474	115	16	.	.	PUNCT
cana-1474	116	1	the	the	DET
cana-1474	116	2	application	application	NOUN
cana-1474	116	3	trafic	trafic	NOUN
cana-1474	116	4	for	for	ADP
cana-1474	116	5	rpc	rpc	NOUN
cana-1474	116	6	nodes	node	NOUN
cana-1474	116	7	figure.14	figure.14	PROPN
cana-1474	116	8	bot	bot	NOUN
cana-1474	116	9	accounts	account	VERB
cana-1474	116	10	communications	communication	NOUN
cana-1474	116	11	on	on	ADP
cana-1474	116	12	applied	apply	VERB
cana-1474	116	13	nonlinear	nonlinear	ADJ
cana-1474	116	14	analysis	analysis	NOUN
cana-1474	116	15	issn	issn	NOUN
cana-1474	116	16	:	:	PUNCT
cana-1474	116	17	1074	1074	NUM
cana-1474	116	18	-	-	PUNCT
cana-1474	116	19	133x	133x	NUM
cana-1474	116	20	vol	vol	NOUN
cana-1474	116	21	31	31	NUM
cana-1474	116	22	no	no	NOUN
cana-1474	116	23	.	.	PUNCT
cana-1474	117	1	8s	8s	PROPN
cana-1474	117	2	(	(	PUNCT
cana-1474	117	3	2024	2024	NUM
cana-1474	117	4	)	)	PUNCT
cana-1474	117	5	189	189	NUM
cana-1474	117	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1474	117	7	figure.15	figure.15	NOUN
cana-1474	117	8	entity	entity	NOUN
cana-1474	117	9	type	type	NOUN
cana-1474	117	10	distribution	distribution	NOUN
cana-1474	117	11	in	in	ADP
cana-1474	117	12	the	the	DET
cana-1474	117	13	global	global	ADJ
cana-1474	117	14	attack	attack	NOUN
cana-1474	117	15	graph	graph	NOUN
cana-1474	117	16	.	.	PUNCT
cana-1474	118	1	4	4	X
cana-1474	118	2	.	.	X
cana-1474	118	3	results	result	NOUN
cana-1474	118	4	we	we	PRON
cana-1474	118	5	train	train	VERB
cana-1474	118	6	the	the	DET
cana-1474	118	7	model	model	NOUN
cana-1474	118	8	with	with	ADP
cana-1474	118	9	math	math	NOUN
cana-1474	118	10	and	and	CCONJ
cana-1474	118	11	use	use	VERB
cana-1474	118	12	methods	method	NOUN
cana-1474	118	13	like	like	ADP
cana-1474	118	14	feed	feed	NOUN
cana-1474	118	15	-	-	PUNCT
cana-1474	118	16	forward	forward	ADV
cana-1474	118	17	artificial	artificial	ADJ
cana-1474	118	18	neural	neural	ADJ
cana-1474	118	19	network	network	NOUN
cana-1474	118	20	form	form	NOUN
cana-1474	118	21	:	:	PUNCT
cana-1474	118	22	the	the	DET
cana-1474	118	23	system	system	NOUN
cana-1474	118	24	of	of	ADP
cana-1474	118	25	differential	differential	ADJ
cana-1474	118	26	equations	equation	NOUN
cana-1474	118	27	appearing	appear	VERB
cana-1474	118	28	in	in	ADP
cana-1474	118	29	eq	eq	ADP
cana-1474	118	30	.	.	PUNCT
cana-1474	119	1	(	(	PUNCT
cana-1474	119	2	3	3	X
cana-1474	119	3	)	)	PUNCT
cana-1474	119	4	can	can	AUX
cana-1474	119	5	be	be	AUX
cana-1474	119	6	solved	solve	VERB
cana-1474	119	7	using	use	VERB
cana-1474	119	8	the	the	DET
cana-1474	119	9	relations	relation	NOUN
cana-1474	119	10	above	above	ADV
cana-1474	119	11	to	to	PART
cana-1474	119	12	give	give	VERB
cana-1474	119	13	solutions	solution	NOUN
cana-1474	119	14	for	for	ADP
cana-1474	119	15	x	x	X
cana-1474	119	16	β	β	X
cana-1474	119	17	l	l	NOUN
cana-1474	119	18	and	and	CCONJ
cana-1474	119	19	so	so	ADV
cana-1474	119	20	on	on	ADV
cana-1474	119	21	,	,	PUNCT
cana-1474	119	22	with	with	ADP
cana-1474	119	23	interplay	interplay	NOUN
cana-1474	119	24	propagating	propagate	VERB
cana-1474	119	25	over	over	ADP
cana-1474	119	26	time	time	NOUN
cana-1474	119	27	from	from	ADP
cana-1474	119	28	millions	million	NOUN
cana-1474	119	29	of	of	ADP
cana-1474	119	30	years	year	NOUN
cana-1474	119	31	ago	ago	ADV
cana-1474	119	32	until	until	SCONJ
cana-1474	119	33	no	no	DET
cana-1474	119	34	regions	region	NOUN
cana-1474	119	35	are	be	AUX
cana-1474	119	36	left	leave	VERB
cana-1474	119	37	uncovered	uncover	VERB
cana-1474	119	38	in	in	ADP
cana-1474	119	39	wine	wine	NOUN
cana-1474	119	40	;	;	PUNCT
cana-1474	119	41	full	full	ADJ
cana-1474	119	42	details	detail	NOUN
cana-1474	119	43	will	will	AUX
cana-1474	119	44	be	be	AUX
cana-1474	119	45	provided	provide	VERB
cana-1474	119	46	elsewhere	elsewhere	ADV
cana-1474	119	47	output	output	NOUN
cana-1474	119	48	transform	transform	NOUN
cana-1474	119	49	has	have	VERB
cana-1474	119	50	2	2	NUM
cana-1474	119	51	quantities	quantity	NOUN
cana-1474	119	52	(	(	PUNCT
cana-1474	119	53	u	u	NOUN
cana-1474	119	54	an	an	DET
cana-1474	119	55	v	v	NOUN
cana-1474	119	56	)	)	PUNCT
cana-1474	119	57	forest	forest	NOUN
cana-1474	119	58	input	input	NOUN
cana-1474	119	59	funnel	funnel	NOUN
cana-1474	119	60	into	into	ADP
cana-1474	119	61	output	output	NOUN
cana-1474	119	62	(	(	PUNCT
cana-1474	119	63	(	(	PUNCT
cana-1474	119	64	x1	x1	PROPN
cana-1474	119	65	,	,	PUNCT
cana-1474	119	66	x2	x2	PROPN
cana-1474	119	67	.	.	PUNCT
cana-1474	120	1	y	y	NOUN
cana-1474	120	2	)	)	PUNCT
cana-1474	120	3	)	)	PUNCT
cana-1474	121	1	step4	step4	PROPN
cana-1474	121	2	.	.	PUNCT
cana-1474	122	1	it	it	PRON
cana-1474	122	2	is	be	AUX
cana-1474	122	3	stored	store	VERB
cana-1474	122	4	in	in	ADP
cana-1474	122	5	the	the	DET
cana-1474	122	6	form	form	NOUN
cana-1474	122	7	of	of	ADP
cana-1474	122	8	neural	neural	ADJ
cana-1474	122	9	network	network	NOUN
cana-1474	122	10	levenberg	levenberg	PROPN
cana-1474	122	11	–	–	PUNCT
cana-1474	122	12	marquardt	marquardt	PROPN
cana-1474	122	13	algorithm	algorithm	NOUN
cana-1474	122	14	(	(	PUNCT
cana-1474	122	15	blma	blma	ADJ
cana-1474	122	16	)	)	PUNCT
cana-1474	123	1	[	[	X
cana-1474	123	2	32,33,34	32,33,34	NUM
cana-1474	123	3	]	]	X
cana-1474	123	4	.	.	PUNCT
cana-1474	124	1	in	in	ADP
cana-1474	124	2	addition	addition	NOUN
cana-1474	124	3	to	to	ADP
cana-1474	124	4	that	that	PRON
cana-1474	124	5	,	,	PUNCT
cana-1474	124	6	we	we	PRON
cana-1474	124	7	take	take	VERB
cana-1474	124	8	into	into	ADP
cana-1474	124	9	account	account	NOUN
cana-1474	124	10	a	a	DET
cana-1474	124	11	corresponding	correspond	VERB
cana-1474	124	12	neural	neural	ADJ
cana-1474	124	13	network	network	NOUN
cana-1474	124	14	for	for	ADP
cana-1474	124	15	this	this	DET
cana-1474	124	16	system	system	NOUN
cana-1474	124	17	of	of	ADP
cana-1474	124	18	odes	ode	NOUN
cana-1474	124	19	as	as	SCONJ
cana-1474	124	20	illustrated	illustrate	VERB
cana-1474	124	21	in	in	ADP
cana-1474	124	22	fig	fig	NOUN
cana-1474	124	23	.	.	PUNCT
cana-1474	125	1	5	5	NUM
cana-1474	125	2	,	,	PUNCT
cana-1474	125	3	figure	figure	NOUN
cana-1474	125	4	14	14	NUM
cana-1474	125	5	.	.	PUNCT
cana-1474	126	1	susstation	susstation	NOUN
cana-1474	126	2	id	id	NOUN
cana-1474	126	3	,	,	PUNCT
cana-1474	126	4	s	s	X
cana-1474	126	5	at	at	ADP
cana-1474	126	6	risk	risk	NOUN
cana-1474	126	7	a	a	DET
cana-1474	126	8	similar	similar	ADJ
cana-1474	126	9	test	test	NOUN
cana-1474	126	10	as	as	SCONJ
cana-1474	126	11	was	be	AUX
cana-1474	126	12	used	use	VERB
cana-1474	126	13	in	in	ADP
cana-1474	126	14	lsm	lsm	PROPN
cana-1474	126	15	,	,	PUNCT
cana-1474	126	16	for	for	ADP
cana-1474	126	17	the	the	DET
cana-1474	126	18	ann	ann	PROPN
cana-1474	126	19	-	-	PUNCT
cana-1474	126	20	approach	approach	NOUN
cana-1474	126	21	it	it	PRON
cana-1474	126	22	would	would	AUX
cana-1474	126	23	not	not	PART
cana-1474	126	24	be	be	AUX
cana-1474	126	25	possible	possible	ADJ
cana-1474	126	26	because	because	SCONJ
cana-1474	126	27	to	to	PART
cana-1474	126	28	long	long	ADJ
cana-1474	126	29	training	training	NOUN
cana-1474	126	30	times	time	NOUN
cana-1474	126	31	result	result	VERB
cana-1474	126	32	fig	fig	NOUN
cana-1474	126	33	.	.	PUNCT
cana-1474	127	1	(	(	PUNCT
cana-1474	127	2	17	17	NUM
cana-1474	127	3	)	)	PUNCT
cana-1474	127	4	34	34	NUM
cana-1474	127	5	runs	run	VERB
cana-1474	127	6	15	15	NUM
cana-1474	127	7	top	top	NOUN
cana-1474	127	8	)	)	PUNCT
cana-1474	127	9	.	.	PUNCT
cana-1474	128	1	only	only	ADV
cana-1474	128	2	~34	~34	ADV
cana-1474	128	3	%	%	NOUN
cana-1474	128	4	of	of	ADP
cana-1474	128	5	the	the	DET
cana-1474	128	6	fitting	fitting	ADJ
cana-1474	128	7	results	result	NOUN
cana-1474	128	8	good	good	ADJ
cana-1474	128	9	enough	enough	ADV
cana-1474	128	10	with	with	ADP
cana-1474	128	11	(	(	PUNCT
cana-1474	128	12	1.23	1.23	NUM
cana-1474	128	13	*	*	SYM
cana-1474	128	14	10	10	NUM
cana-1474	128	15	^	^	SYM
cana-1474	128	16	-07	-07	NOUN
cana-1474	128	17	average	average	ADJ
cana-1474	128	18	error	error	NOUN
cana-1474	128	19	)	)	PUNCT
cana-1474	128	20	.	.	PUNCT
cana-1474	129	1	hopefully	hopefully	ADV
cana-1474	129	2	this	this	PRON
cana-1474	129	3	will	will	AUX
cana-1474	129	4	lower	lower	VERB
cana-1474	129	5	error	error	NOUN
cana-1474	129	6	as	as	SCONJ
cana-1474	129	7	we	we	PRON
cana-1474	129	8	keep	keep	VERB
cana-1474	129	9	more	more	ADJ
cana-1474	129	10	data	datum	NOUN
cana-1474	129	11	points	point	NOUN
cana-1474	129	12	.	.	PUNCT
cana-1474	130	1	rump	rump	NOUN
cana-1474	130	2	,	,	PUNCT
cana-1474	130	3	ass	ass	NOUN
cana-1474	130	4	,	,	PUNCT
cana-1474	130	5	blma	blma	VERB
cana-1474	130	6	in	in	ADP
cana-1474	130	7	[	[	X
cana-1474	130	8	35,36	35,36	NUM
cana-1474	130	9	]	]	PUNCT
cana-1474	130	10	.	.	PUNCT
cana-1474	131	1	ann	ann	PROPN
cana-1474	131	2	-	-	PUNCT
cana-1474	131	3	approach	approach	NOUN
cana-1474	131	4	has	have	AUX
cana-1474	131	5	been	be	AUX
cana-1474	131	6	shown	show	VERB
cana-1474	131	7	to	to	PART
cana-1474	131	8	be	be	AUX
cana-1474	131	9	applicable	applicable	ADJ
cana-1474	131	10	for	for	ADP
cana-1474	131	11	solving	solve	VERB
cana-1474	131	12	odes	ode	NOUN
cana-1474	131	13	here	here	ADV
cana-1474	131	14	.	.	PUNCT
cana-1474	132	1	many	many	ADJ
cana-1474	132	2	authors	author	NOUN
cana-1474	132	3	have	have	AUX
cana-1474	132	4	introduced	introduce	VERB
cana-1474	132	5	ann	ann	PROPN
cana-1474	132	6	based	base	VERB
cana-1474	132	7	techniques	technique	NOUN
cana-1474	132	8	such	such	ADJ
cana-1474	132	9	as	as	ADP
cana-1474	132	10	lagares	lagare	NOUN
cana-1474	132	11	throughout	throughout	ADP
cana-1474	132	12	[	[	X
cana-1474	132	13	37,38,39	37,38,39	NUM
cana-1474	132	14	]	]	PUNCT
cana-1474	132	15	to	to	PART
cana-1474	132	16	enclose	enclose	VERB
cana-1474	132	17	the	the	DET
cana-1474	132	18	boundy	boundy	ADJ
cana-1474	132	19	and	and	CCONJ
cana-1474	132	20	initial	initial	ADJ
cana-1474	132	21	value	value	NOUN
cana-1474	132	22	problem	problem	NOUN
cana-1474	132	23	.	.	PUNCT
cana-1474	133	1	the	the	DET
cana-1474	133	2	effect	effect	NOUN
cana-1474	133	3	changes	change	NOUN
cana-1474	133	4	of	of	ADP
cana-1474	133	5	connected	connected	ADJ
cana-1474	133	6	devices	device	NOUN
cana-1474	133	7	damaging	damaging	ADJ
cana-1474	133	8	rate	rate	NOUN
cana-1474	133	9	figure(2	figure(2	PROPN
cana-1474	133	10	)	)	PUNCT
cana-1474	133	11	communications	communication	NOUN
cana-1474	133	12	on	on	ADP
cana-1474	133	13	applied	apply	VERB
cana-1474	133	14	nonlinear	nonlinear	ADJ
cana-1474	133	15	analysis	analysis	NOUN
cana-1474	133	16	issn	issn	NOUN
cana-1474	133	17	:	:	PUNCT
cana-1474	133	18	1074	1074	NUM
cana-1474	133	19	-	-	PUNCT
cana-1474	133	20	133x	133x	NUM
cana-1474	133	21	vol	vol	NOUN
cana-1474	133	22	31	31	NUM
cana-1474	133	23	no	no	NOUN
cana-1474	133	24	.	.	PUNCT
cana-1474	134	1	8s	8s	PROPN
cana-1474	134	2	(	(	PUNCT
cana-1474	134	3	2024	2024	NUM
cana-1474	134	4	)	)	PUNCT
cana-1474	134	5	190	190	NUM
cana-1474	134	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1474	134	7	with	with	ADP
cana-1474	134	8	design	design	NOUN
cana-1474	134	9	algorithm	algorithm	NOUN
cana-1474	134	10	blma	blma	ADJ
cana-1474	134	11	.	.	PUNCT
cana-1474	135	1	this	this	DET
cana-1474	135	2	unique	unique	ADJ
cana-1474	135	3	technique	technique	NOUN
cana-1474	135	4	is	be	AUX
cana-1474	135	5	a	a	DET
cana-1474	135	6	model	model	NOUN
cana-1474	135	7	free	free	ADJ
cana-1474	135	8	neural	neural	ADJ
cana-1474	135	9	network	network	NOUN
cana-1474	135	10	based	base	VERB
cana-1474	135	11	approach	approach	NOUN
cana-1474	135	12	which	which	PRON
cana-1474	135	13	can	can	AUX
cana-1474	135	14	be	be	AUX
cana-1474	135	15	represented	represent	VERB
cana-1474	135	16	in	in	ADP
cana-1474	135	17	form	form	NOUN
cana-1474	135	18	of	of	ADP
cana-1474	135	19	almost	almost	ADV
cana-1474	135	20	solution	solution	NOUN
cana-1474	135	21	(	(	PUNCT
cana-1474	135	22	this	this	DET
cana-1474	135	23	approximator	approximator	NOUN
cana-1474	135	24	)	)	PUNCT
cana-1474	135	25	to	to	ADP
cana-1474	135	26	the	the	DET
cana-1474	135	27	system	system	NOUN
cana-1474	135	28	ode	ode	ADJ
cana-1474	135	29	using	use	VERB
cana-1474	135	30	universal	universal	ADJ
cana-1474	135	31	approximation	approximation	NOUN
cana-1474	135	32	theory	theory	NOUN
cana-1474	135	33	[	[	X
cana-1474	136	1	hornik	hornik	X
cana-1474	136	2	et	et	PROPN
cana-1474	136	3	al	al	PROPN
cana-1474	136	4	.	.	PROPN
cana-1474	136	5	hypothesis	hypothesis	NOUN
cana-1474	136	6	:	:	PUNCT
cana-1474	136	7	a	a	DET
cana-1474	136	8	moderately	moderately	ADV
cana-1474	136	9	tiny	tiny	ADJ
cana-1474	136	10	concealed	conceal	VERB
cana-1474	136	11	layer	layer	NOUN
cana-1474	136	12	fnn	fnn	NOUN
cana-1474	136	13	is	be	AUX
cana-1474	136	14	universal	universal	ADJ
cana-1474	136	15	approximators	approximator	NOUN
cana-1474	136	16	for	for	ADP
cana-1474	136	17	continuous	continuous	ADJ
cana-1474	136	18	function	function	NOUN
cana-1474	136	19	.	.	PUNCT
cana-1474	137	1	(	(	PUNCT
cana-1474	137	2	a	a	X
cana-1474	137	3	)	)	PUNCT
cana-1474	137	4	(	(	PUNCT
cana-1474	137	5	b	b	X
cana-1474	137	6	)	)	PUNCT
cana-1474	137	7	(	(	PUNCT
cana-1474	137	8	b	b	NOUN
cana-1474	137	9	)	)	PUNCT
cana-1474	137	10	(	(	PUNCT
cana-1474	137	11	d	d	X
cana-1474	137	12	)	)	PUNCT
cana-1474	137	13	figure	figure	NOUN
cana-1474	137	14	15	15	NUM
cana-1474	137	15	.	.	PUNCT
cana-1474	138	1	case	case	NOUN
cana-1474	138	2	3	3	NUM
cana-1474	138	3	of	of	ADP
cana-1474	138	4	ode	ode	NOUN
cana-1474	138	5	for	for	ADP
cana-1474	138	6	training	training	NOUN
cana-1474	138	7	analysis	analysis	NOUN
cana-1474	138	8	the	the	DET
cana-1474	138	9	ode	ode	PROPN
cana-1474	138	10	’s	’s	PART
cana-1474	138	11	should	should	AUX
cana-1474	138	12	be	be	AUX
cana-1474	138	13	written	write	VERB
cana-1474	138	14	as	as	ADP
cana-1474	138	15	the	the	DET
cana-1474	138	16	following	follow	VERB
cana-1474	138	17	system	system	NOUN
cana-1474	138	18	in	in	ADP
cana-1474	138	19	order	order	NOUN
cana-1474	138	20	to	to	PART
cana-1474	138	21	achieve	achieve	VERB
cana-1474	138	22	this	this	PRON
cana-1474	138	23	:	:	PUNCT
cana-1474	138	24	{	{	PUNCT
cana-1474	138	25	𝑆′(𝑞	𝑆′(𝑞	X
cana-1474	138	26	)	)	PUNCT
cana-1474	138	27	=	=	SYM
cana-1474	138	28	𝐹1(𝑆(𝑞	𝐹1(𝑆(𝑞	NOUN
cana-1474	138	29	)	)	PUNCT
cana-1474	138	30	,	,	PUNCT
cana-1474	138	31	𝐸(𝑞	𝐸(𝑞	PROPN
cana-1474	138	32	)	)	PUNCT
cana-1474	138	33	,	,	PUNCT
cana-1474	138	34	𝐼(𝑞	𝐼(𝑞	NOUN
cana-1474	138	35	)	)	PUNCT
cana-1474	138	36	,	,	PUNCT
cana-1474	138	37	𝐴(𝑞	𝐴(𝑞	NOUN
cana-1474	138	38	)	)	PUNCT
cana-1474	138	39	,	,	PUNCT
cana-1474	138	40	𝑅(𝑞	𝑅(𝑞	NUM
cana-1474	138	41	)	)	PUNCT
cana-1474	138	42	,	,	PUNCT
cana-1474	138	43	𝑞	𝑞	NOUN
cana-1474	138	44	)	)	PUNCT
cana-1474	138	45	,	,	PUNCT
cana-1474	138	46	𝑆(𝑞0	𝑆(𝑞0	NOUN
cana-1474	138	47	)	)	PUNCT
cana-1474	138	48	=	=	NOUN
cana-1474	138	49	𝑆0	𝑆0	PROPN
cana-1474	138	50	𝐸′(𝑞	𝐸′(𝑞	PROPN
cana-1474	138	51	)	)	PUNCT
cana-1474	138	52	=	=	SYM
cana-1474	138	53	𝐹2(𝑆(𝑞	𝐹2(𝑆(𝑞	NOUN
cana-1474	138	54	)	)	PUNCT
cana-1474	138	55	,	,	PUNCT
cana-1474	138	56	𝐸(𝑞	𝐸(𝑞	PROPN
cana-1474	138	57	)	)	PUNCT
cana-1474	138	58	,	,	PUNCT
cana-1474	138	59	𝐼(𝑞	𝐼(𝑞	NOUN
cana-1474	138	60	)	)	PUNCT
cana-1474	138	61	,	,	PUNCT
cana-1474	138	62	𝐴(𝑞	𝐴(𝑞	NOUN
cana-1474	138	63	)	)	PUNCT
cana-1474	138	64	,	,	PUNCT
cana-1474	138	65	𝑅(𝑞	𝑅(𝑞	NUM
cana-1474	138	66	)	)	PUNCT
cana-1474	138	67	,	,	PUNCT
cana-1474	138	68	𝑞	𝑞	NOUN
cana-1474	138	69	)	)	PUNCT
cana-1474	138	70	,	,	PUNCT
cana-1474	138	71	𝐸(𝑞0	𝐸(𝑞0	NOUN
cana-1474	138	72	)	)	PUNCT
cana-1474	138	73	=	=	SYM
cana-1474	138	74	𝐸0	𝐸0	PROPN
cana-1474	138	75	𝐼′(𝑞	𝐼′(𝑞	PROPN
cana-1474	138	76	)	)	PUNCT
cana-1474	139	1	=	=	SYM
cana-1474	139	2	𝐹3(𝑆(𝑞	𝐹3(𝑆(𝑞	NOUN
cana-1474	139	3	)	)	PUNCT
cana-1474	139	4	,	,	PUNCT
cana-1474	139	5	𝐸(𝑞	𝐸(𝑞	PROPN
cana-1474	139	6	)	)	PUNCT
cana-1474	139	7	,	,	PUNCT
cana-1474	139	8	𝐼(𝑞	𝐼(𝑞	NOUN
cana-1474	139	9	)	)	PUNCT
cana-1474	139	10	,	,	PUNCT
cana-1474	139	11	𝐴(𝑞	𝐴(𝑞	NOUN
cana-1474	139	12	)	)	PUNCT
cana-1474	139	13	,	,	PUNCT
cana-1474	139	14	𝑅(𝑞	𝑅(𝑞	NUM
cana-1474	139	15	)	)	PUNCT
cana-1474	139	16	,	,	PUNCT
cana-1474	139	17	𝑞	𝑞	NOUN
cana-1474	139	18	)	)	PUNCT
cana-1474	139	19	,	,	PUNCT
cana-1474	139	20	𝐼(𝑞0	𝐼(𝑞0	NOUN
cana-1474	139	21	)	)	PUNCT
cana-1474	139	22	=	=	SYM
cana-1474	139	23	𝐼0	𝐼0	PROPN
cana-1474	139	24	𝐴′(𝑞	𝐴′(𝑞	PROPN
cana-1474	139	25	)	)	PUNCT
cana-1474	140	1	=	=	SYM
cana-1474	140	2	𝐹4(𝑆(𝑞	𝐹4(𝑆(𝑞	PROPN
cana-1474	140	3	)	)	PUNCT
cana-1474	140	4	,	,	PUNCT
cana-1474	140	5	𝐸(𝑞	𝐸(𝑞	PROPN
cana-1474	140	6	)	)	PUNCT
cana-1474	140	7	,	,	PUNCT
cana-1474	140	8	𝐼(𝑞	𝐼(𝑞	NOUN
cana-1474	140	9	)	)	PUNCT
cana-1474	140	10	,	,	PUNCT
cana-1474	140	11	𝐴(𝑞	𝐴(𝑞	NOUN
cana-1474	140	12	)	)	PUNCT
cana-1474	140	13	,	,	PUNCT
cana-1474	140	14	𝑅(𝑞	𝑅(𝑞	NUM
cana-1474	140	15	)	)	PUNCT
cana-1474	140	16	,	,	PUNCT
cana-1474	140	17	𝑞	𝑞	NOUN
cana-1474	140	18	)	)	PUNCT
cana-1474	140	19	,	,	PUNCT
cana-1474	140	20	𝐴(𝑞0	𝐴(𝑞0	X
cana-1474	140	21	)	)	PUNCT
cana-1474	140	22	=	=	SYM
cana-1474	140	23	𝐴0	𝐴0	PROPN
cana-1474	140	24	𝑅′(𝑞	𝑅′(𝑞	PROPN
cana-1474	140	25	)	)	PUNCT
cana-1474	140	26	=	=	SYM
cana-1474	140	27	𝐹5(𝑆(𝑞	𝐹5(𝑆(𝑞	NOUN
cana-1474	140	28	)	)	PUNCT
cana-1474	140	29	,	,	PUNCT
cana-1474	140	30	𝐸(𝑞	𝐸(𝑞	PROPN
cana-1474	140	31	)	)	PUNCT
cana-1474	140	32	,	,	PUNCT
cana-1474	140	33	𝐼(𝑞	𝐼(𝑞	NOUN
cana-1474	140	34	)	)	PUNCT
cana-1474	140	35	,	,	PUNCT
cana-1474	140	36	𝐴(𝑞	𝐴(𝑞	NOUN
cana-1474	140	37	)	)	PUNCT
cana-1474	140	38	,	,	PUNCT
cana-1474	140	39	𝑅(𝑞	𝑅(𝑞	NUM
cana-1474	140	40	)	)	PUNCT
cana-1474	140	41	,	,	PUNCT
cana-1474	140	42	𝑞	𝑞	NOUN
cana-1474	140	43	)	)	PUNCT
cana-1474	140	44	,	,	PUNCT
cana-1474	140	45	𝑅(𝑞0	𝑅(𝑞0	ADJ
cana-1474	140	46	)	)	PUNCT
cana-1474	140	47	=	=	PUNCT
cana-1474	140	48	𝑅0	𝑅0	NOUN
cana-1474	140	49	#	#	SYM
cana-1474	140	50	(	(	PUNCT
cana-1474	140	51	5	5	NUM
cana-1474	140	52	)	)	PUNCT
cana-1474	140	53	these	these	DET
cana-1474	140	54	results	result	NOUN
cana-1474	140	55	can	can	AUX
cana-1474	140	56	be	be	AUX
cana-1474	140	57	written	write	VERB
cana-1474	140	58	in	in	ADP
cana-1474	140	59	terms	term	NOUN
cana-1474	140	60	of	of	ADP
cana-1474	140	61	the	the	DET
cana-1474	140	62	solution	solution	NOUN
cana-1474	140	63	to	to	ADP
cana-1474	140	64	a	a	DET
cana-1474	140	65	differential	differential	ADJ
cana-1474	140	66	equations	equation	NOUN
cana-1474	140	67	,	,	PUNCT
cana-1474	140	68	𝑦′(𝑞	𝑦′(𝑞	PROPN
cana-1474	140	69	)	)	PUNCT
cana-1474	140	70	=	=	SYM
cana-1474	140	71	𝐹(𝑦(𝑞	𝐹(𝑦(𝑞	PROPN
cana-1474	140	72	)	)	PUNCT
cana-1474	140	73	,	,	PUNCT
cana-1474	140	74	𝑦(𝑞	𝑦(𝑞	PROPN
cana-1474	140	75	)	)	PUNCT
cana-1474	140	76	)	)	PUNCT
cana-1474	141	1	=	=	SYM
cana-1474	141	2	𝑦0#(6	𝑦0#(6	PROPN
cana-1474	141	3	)	)	PUNCT
cana-1474	141	4	here	here	ADV
cana-1474	141	5	in	in	ADP
cana-1474	141	6	this	this	DET
cana-1474	141	7	solution	solution	NOUN
cana-1474	141	8	y^'(t	y^'(t	PROPN
cana-1474	141	9	)	)	PUNCT
cana-1474	141	10	indicates	indicate	VERB
cana-1474	141	11	lhs	lhs	PROPN
cana-1474	141	12	,	,	PUNCT
cana-1474	141	13	f(y(q),(q	f(y(q),(q	PROPN
cana-1474	141	14	)	)	PUNCT
cana-1474	141	15	)	)	PUNCT
cana-1474	141	16	100	100	NUM
cana-1474	141	17	times	time	NOUN
cana-1474	141	18	stands	stand	VERB
cana-1474	141	19	for	for	ADP
cana-1474	141	20	the	the	DET
cana-1474	141	21	rhs	rhs	PROPN
cana-1474	141	22	and	and	CCONJ
cana-1474	141	23	y(q_0	y(q_0	PROPN
cana-1474	141	24	)	)	PUNCT
cana-1474	142	1	=	=	NOUN
cana-1474	142	2	q_0	q_0	NOUN
cana-1474	142	3	provided	provide	VERB
cana-1474	142	4	by	by	ADP
cana-1474	142	5	system	system	NOUN
cana-1474	142	6	's	's	PART
cana-1474	142	7	beginning	begin	VERB
cana-1474	142	8	condition	condition	NOUN
cana-1474	142	9	.	.	PUNCT
cana-1474	143	1	here	here	ADV
cana-1474	143	2	y(t	y(t	PROPN
cana-1474	143	3	)	)	PUNCT
cana-1474	143	4	is	be	AUX
cana-1474	143	5	relevant	relevant	ADJ
cana-1474	143	6	not	not	PART
cana-1474	143	7	just	just	ADV
cana-1474	143	8	to	to	ADP
cana-1474	143	9	time	time	NOUN
cana-1474	143	10	t	t	PROPN
cana-1474	143	11	but	but	CCONJ
cana-1474	143	12	rather	rather	ADV
cana-1474	143	13	some	some	DET
cana-1474	143	14	current	current	ADJ
cana-1474	143	15	and	and	CCONJ
cana-1474	143	16	past	past	ADJ
cana-1474	143	17	times	time	NOUN
cana-1474	143	18	,	,	PUNCT
cana-1474	143	19	thus	thus	ADV
cana-1474	143	20	serving	serve	VERB
cana-1474	143	21	as	as	ADP
cana-1474	143	22	another	another	DET
cana-1474	143	23	more	more	ADV
cana-1474	143	24	global	global	ADJ
cana-1474	143	25	internal	internal	ADJ
cana-1474	143	26	state	state	NOUN
cana-1474	143	27	:	:	PUNCT
cana-1474	143	28	another	another	DET
cana-1474	143	29	way	way	NOUN
cana-1474	143	30	of	of	ADP
cana-1474	143	31	arriving	arrive	VERB
cana-1474	143	32	at	at	ADP
cana-1474	143	33	the	the	DET
cana-1474	143	34	same	same	ADJ
cana-1474	143	35	solution	solution	NOUN
cana-1474	143	36	applies	apply	VERB
cana-1474	143	37	an	an	DET
cana-1474	143	38	ann	ann	NOUN
cana-1474	143	39	with	with	ADP
cana-1474	143	40	10	10	NUM
cana-1474	143	41	hidden	hidden	ADJ
cana-1474	143	42	layers	layer	NOUN
cana-1474	143	43	for	for	ADP
cana-1474	143	44	fitting	fit	VERB
cana-1474	143	45	a	a	DET
cana-1474	143	46	function	function	NOUN
cana-1474	143	47	instead	instead	ADV
cana-1474	143	48	of	of	ADP
cana-1474	143	49	approximating	approximate	VERB
cana-1474	143	50	matrix	matrix	NOUN
cana-1474	143	51	multiplication	multiplication	NOUN
cana-1474	143	52	in	in	ADP
cana-1474	143	53	the	the	DET
cana-1474	143	54	form	form	NOUN
cana-1474	143	55	:	:	PUNCT
cana-1474	143	56	𝑁(𝑞	𝑁(𝑞	X
cana-1474	143	57	,	,	PUNCT
cana-1474	143	58	𝑤	𝑤	ADP
cana-1474	143	59	)	)	PUNCT
cana-1474	143	60	=	=	SYM
cana-1474	143	61	𝑊𝑘2𝑢(𝑊𝑘1	𝑊𝑘2𝑢(𝑊𝑘1	NOUN
cana-1474	143	62	+	+	CCONJ
cana-1474	143	63	𝑏1	𝑏1	ADJ
cana-1474	143	64	)	)	PUNCT
cana-1474	144	1	+	+	SYM
cana-1474	144	2	𝑏2#(7	𝑏2#(7	NOUN
cana-1474	144	3	)	)	PUNCT
cana-1474	144	4	communications	communication	NOUN
cana-1474	144	5	on	on	ADP
cana-1474	144	6	applied	apply	VERB
cana-1474	144	7	nonlinear	nonlinear	ADJ
cana-1474	144	8	analysis	analysis	NOUN
cana-1474	144	9	issn	issn	NOUN
cana-1474	144	10	:	:	PUNCT
cana-1474	144	11	1074	1074	NUM
cana-1474	144	12	-	-	PUNCT
cana-1474	144	13	133x	133x	NUM
cana-1474	144	14	vol	vol	NOUN
cana-1474	144	15	31	31	NUM
cana-1474	144	16	no	no	NOUN
cana-1474	144	17	.	.	PUNCT
cana-1474	145	1	8s	8s	PROPN
cana-1474	145	2	(	(	PUNCT
cana-1474	145	3	2024	2024	NUM
cana-1474	145	4	)	)	PUNCT
cana-1474	145	5	191	191	NUM
cana-1474	145	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1474	145	7	in	in	ADP
cana-1474	145	8	this	this	PRON
cana-1474	145	9	,	,	PUNCT
cana-1474	145	10	w	w	PROPN
cana-1474	145	11	is	be	AUX
cana-1474	145	12	weights	weight	NOUN
cana-1474	145	13	and	and	CCONJ
cana-1474	145	14	t	t	PROPN
cana-1474	145	15	for	for	ADP
cana-1474	145	16	input	input	NOUN
cana-1474	145	17	(	(	PUNCT
cana-1474	145	18	in	in	ADP
cana-1474	145	19	stat	stat	NOUN
cana-1474	145	20	)	)	PUNCT
cana-1474	145	21	.	.	PUNCT
cana-1474	146	1	here	here	ADV
cana-1474	146	2	again	again	ADV
cana-1474	146	3	the	the	DET
cana-1474	146	4	linear	linear	ADJ
cana-1474	146	5	activation	activation	NOUN
cana-1474	146	6	function	function	VERB
cana-1474	146	7	wit	wit	NOUN
cana-1474	146	8	sigmoid	sigmoid	NOUN
cana-1474	146	9	&	&	CCONJ
cana-1474	146	10	tanh	tanh	PROPN
cana-1474	146	11	as	as	ADP
cana-1474	146	12	2	2	NUM
cana-1474	146	13	case	case	NOUN
cana-1474	146	14	of	of	ADP
cana-1474	146	15	u	u	NOUN
cana-1474	146	16	with	with	ADP
cana-1474	146	17	bias	bias	NOUN
cana-1474	146	18	term	term	NOUN
cana-1474	146	19	b1,b2	b1,b2	PROPN
cana-1474	146	20	where	where	SCONJ
cana-1474	146	21	wk1	wk1	PROPN
cana-1474	146	22	to	to	ADP
cana-1474	146	23	wkn	wkn	PROPN
cana-1474	146	24	are	be	AUX
cana-1474	146	25	weight	weight	NOUN
cana-1474	146	26	matrices	matrix	NOUN
cana-1474	146	27	[	[	X
cana-1474	146	28	40,41,42	40,41,42	NUM
cana-1474	146	29	]	]	PUNCT
cana-1474	146	30	.	.	PUNCT
cana-1474	147	1	all	all	DET
cana-1474	147	2	the	the	DET
cana-1474	147	3	parameters	parameter	NOUN
cana-1474	147	4	are	be	AUX
cana-1474	147	5	denoted	denote	VERB
cana-1474	147	6	here	here	ADV
cana-1474	147	7	w	w	ADP
cana-1474	148	1	[	[	X
cana-1474	148	2	wk1,b1,wk2,b2	wk1,b1,wk2,b2	X
cana-1474	148	3	]	]	PUNCT
cana-1474	148	4	this	this	DET
cana-1474	148	5	answer	answer	NOUN
cana-1474	148	6	is	be	AUX
cana-1474	148	7	further	far	ADV
cana-1474	148	8	rewrite	rewrite	VERB
cana-1474	148	9	as	as	SCONJ
cana-1474	148	10	follows	follow	VERB
cana-1474	148	11	;	;	PUNCT
cana-1474	148	12	𝑦(𝑞	𝑦(𝑞	PROPN
cana-1474	148	13	,	,	PUNCT
cana-1474	148	14	𝑤	𝑤	ADP
cana-1474	148	15	)	)	PUNCT
cana-1474	149	1	=	=	SYM
cana-1474	149	2	𝑦0	𝑦0	NOUN
cana-1474	149	3	+	+	CCONJ
cana-1474	149	4	𝑞	𝑞	X
cana-1474	149	5	−	−	PROPN
cana-1474	149	6	𝑞0𝑁(𝑞	𝑞0𝑁(𝑞	PROPN
cana-1474	149	7	,	,	PUNCT
cana-1474	149	8	𝑤)#(8	𝑤)#(8	NOUN
cana-1474	149	9	)	)	PUNCT
cana-1474	149	10	where,𝑁(𝑞0	where,𝑁(𝑞0	PROPN
cana-1474	149	11	,	,	PUNCT
cana-1474	149	12	𝑤	𝑤	ADJ
cana-1474	149	13	)	)	PUNCT
cana-1474	149	14	≠	≠	PROPN
cana-1474	149	15	𝑦0#(9	𝑦0#(9	PROPN
cana-1474	149	16	)	)	PUNCT
cana-1474	149	17	such	such	ADJ
cana-1474	149	18	that	that	SCONJ
cana-1474	149	19	y(q0,w	y(q0,w	PROPN
cana-1474	149	20	)	)	PUNCT
cana-1474	149	21	y0	y0	PROPN
cana-1474	149	22	and	and	CCONJ
cana-1474	149	23	caused	cause	VERB
cana-1474	149	24	his	his	PRON
cana-1474	149	25	[	[	X
cana-1474	149	26	43	43	NUM
cana-1474	149	27	]	]	PUNCT
cana-1474	149	28	given	give	VERB
cana-1474	149	29	the	the	DET
cana-1474	149	30	loss	loss	NOUN
cana-1474	149	31	function	function	NOUN
cana-1474	149	32	(	(	PUNCT
cana-1474	149	33	w	w	NOUN
cana-1474	149	34	)	)	PUNCT
cana-1474	149	35	,	,	PUNCT
cana-1474	149	36	we	we	PRON
cana-1474	149	37	can	can	AUX
cana-1474	149	38	then	then	ADV
cana-1474	149	39	obtain	obtain	VERB
cana-1474	149	40	an	an	DET
cana-1474	149	41	ideal	ideal	ADJ
cana-1474	149	42	parameter	parameter	NOUN
cana-1474	149	43	.	.	PUNCT
cana-1474	150	1	in	in	ADP
cana-1474	150	2	order	order	NOUN
cana-1474	150	3	to	to	PART
cana-1474	150	4	check	check	VERB
cana-1474	150	5	the	the	DET
cana-1474	150	6	design	design	NOUN
cana-1474	150	7	algorithms	algorithm	NOUN
cana-1474	150	8	for	for	ADP
cana-1474	150	9	effectiveness	effectiveness	NOUN
cana-1474	150	10	and	and	CCONJ
cana-1474	150	11	efficiency	efficiency	NOUN
cana-1474	150	12	,	,	PUNCT
cana-1474	150	13	table	table	NOUN
cana-1474	150	14	3	3	NUM
cana-1474	150	15	.	.	PUNCT
cana-1474	150	16	and	and	CCONJ
cana-1474	150	17	table	table	VERB
cana-1474	150	18	4	4	NUM
cana-1474	150	19	.	.	PUNCT
cana-1474	150	20	figure	figure	NOUN
cana-1474	150	21	12(a	12(a	NUM
cana-1474	150	22	)	)	PUNCT
cana-1474	151	1	and	and	CCONJ
cana-1474	151	2	(	(	PUNCT
cana-1474	151	3	b	b	X
cana-1474	151	4	)	)	PUNCT
cana-1474	151	5	compare	compare	VERB
cana-1474	151	6	results	result	NOUN
cana-1474	151	7	of	of	ADP
cana-1474	151	8	runge	runge	NOUN
cana-1474	151	9	–	–	PUNCT
cana-1474	151	10	kutta	kutta	NOUN
cana-1474	151	11	method	method	NOUN
cana-1474	151	12	[	[	X
cana-1474	151	13	44	44	NUM
cana-1474	151	14	]	]	PUNCT
cana-1474	151	15	,	,	PUNCT
cana-1474	151	16	least	least	ADJ
cana-1474	151	17	square	square	ADJ
cana-1474	151	18	method	method	NOUN
cana-1474	152	1	[	[	X
cana-1474	152	2	45	45	NUM
cana-1474	152	3	]	]	PUNCT
cana-1474	152	4	versus	versus	ADP
cana-1474	152	5	machine	machine	NOUN
cana-1474	152	6	leaning	lean	VERB
cana-1474	152	7	algorithm	algorithm	NOUN
cana-1474	152	8	fnn	fnn	PROPN
cana-1474	152	9	-	-	PUNCT
cana-1474	152	10	blm	blm	PROPN
cana-1474	152	11	recursive	recursive	ADJ
cana-1474	152	12	learning	learning	NOUN
cana-1474	152	13	process	process	NOUN
cana-1474	152	14	equivalent	equivalent	ADJ
cana-1474	152	15	to	to	ADP
cana-1474	152	16	effective	effective	ADJ
cana-1474	152	17	response	response	NOUN
cana-1474	152	18	for	for	ADP
cana-1474	152	19	various	various	ADJ
cana-1474	152	20	value	value	NOUN
cana-1474	152	21	set	set	VERB
cana-1474	152	22	in	in	ADP
cana-1474	152	23	tables	table	NOUN
cana-1474	152	24	iii	iii	NOUN
cana-1474	152	25	iv	iv	NOUN
cana-1474	152	26	.	.	PUNCT
cana-1474	153	1	the	the	DET
cana-1474	153	2	numeric	numeric	ADJ
cana-1474	153	3	results	result	NOUN
cana-1474	153	4	show	show	VERB
cana-1474	153	5	that	that	SCONJ
cana-1474	153	6	the	the	DET
cana-1474	153	7	fnn	fnn	PROPN
cana-1474	153	8	-	-	PUNCT
cana-1474	153	9	blm	blm	PROPN
cana-1474	153	10	method	method	NOUN
cana-1474	153	11	is	be	AUX
cana-1474	153	12	very	very	ADV
cana-1474	153	13	accurate	accurate	ADJ
cana-1474	153	14	and	and	CCONJ
cana-1474	153	15	numerically	numerically	ADV
cana-1474	153	16	approximates	approximate	VERB
cana-1474	153	17	these	these	DET
cana-1474	153	18	types	type	NOUN
cana-1474	153	19	of	of	ADP
cana-1474	153	20	solutions	solution	NOUN
cana-1474	153	21	by	by	ADP
cana-1474	153	22	an	an	DET
cana-1474	153	23	error	error	NOUN
cana-1474	153	24	less	less	ADJ
cana-1474	153	25	than	than	ADP
cana-1474	153	26	10−5	10−5	NUM
cana-1474	153	27	to	to	PART
cana-1474	153	28	fewer	few	ADJ
cana-1474	153	29	then	then	ADV
cana-1474	153	30	10−8	10−8	NUM
cana-1474	153	31	absolute	absolute	ADJ
cana-1474	153	32	values	value	NOUN
cana-1474	153	33	.	.	PUNCT
cana-1474	154	1	5	5	X
cana-1474	154	2	.	.	X
cana-1474	154	3	discussion	discussion	NOUN
cana-1474	154	4	the	the	DET
cana-1474	154	5	research	research	NOUN
cana-1474	154	6	identifies	identify	VERB
cana-1474	154	7	cybercrime	cybercrime	NOUN
cana-1474	154	8	within	within	ADP
cana-1474	154	9	jordanian	jordanian	ADJ
cana-1474	154	10	adapting	adapt	VERB
cana-1474	154	11	covid-19	covid-19	PROPN
cana-1474	154	12	issues	issue	NOUN
cana-1474	154	13	through	through	ADP
cana-1474	154	14	the	the	DET
cana-1474	154	15	timeline	timeline	NOUN
cana-1474	154	16	mapping	mapping	NOUN
cana-1474	154	17	table	table	NOUN
cana-1474	154	18	52	52	NUM
cana-1474	154	19	:	:	PUNCT
cana-1474	154	20	timeline	timeline	NOUN
cana-1474	154	21	mapping	mapping	NOUN
cana-1474	154	22	of	of	ADP
cana-1474	154	23	major	major	ADJ
cana-1474	154	24	events	event	NOUN
cana-1474	154	25	and	and	CCONJ
cana-1474	154	26	malicious	malicious	ADJ
cana-1474	154	27	attacks	attack	NOUN
cana-1474	154	28	event	event	NOUN
cana-1474	154	29	/	/	SYM
cana-1474	154	30	cyber	cyber	NOUN
cana-1474	154	31	attack	attack	NOUN
cana-1474	154	32	centered	center	VERB
cana-1474	154	33	impact	impact	NOUN
cana-1474	154	34	on	on	ADP
cana-1474	154	35	org	org	ADJ
cana-1474	154	36	statement	statement	NOUN
cana-1474	154	37	made	make	VERB
cana-1474	154	38	before	before	ADP
cana-1474	154	39	an	an	DET
cana-1474	154	40	attack	attack	NOUN
cana-1474	154	41	by	by	ADP
cana-1474	154	42	a	a	DET
cana-1474	154	43	group	group	NOUN
cana-1474	154	44	or	or	CCONJ
cana-1474	154	45	individual	individual	ADJ
cana-1474	154	46	porcos	porco	NOUN
cana-1474	154	47	malevolos	malevolo	NOUN
cana-1474	154	48	|	|	ADV
cana-1474	154	49	ciberataques	ciberataque	VERB
cana-1474	154	50	,	,	PUNCT
cana-1474	154	51	crime	crime	NOUN
cana-1474	154	52	corporative	corporative	ADJ
cana-1474	154	53	in	in	ADP
cana-1474	154	54	addition	addition	NOUN
cana-1474	154	55	to	to	ADP
cana-1474	154	56	evaluating	evaluate	VERB
cana-1474	154	57	its	its	PRON
cana-1474	154	58	cybersecurity	cybersecurity	NOUN
cana-1474	154	59	fig	fig	NOUN
cana-1474	154	60	.	.	PUNCT
cana-1474	155	1	this	this	DET
cana-1474	155	2	study	study	NOUN
cana-1474	155	3	will	will	AUX
cana-1474	155	4	try	try	VERB
cana-1474	155	5	to	to	PART
cana-1474	155	6	include	include	VERB
cana-1474	155	7	cyber	cyber	ADJ
cana-1474	155	8	crime	crime	NOUN
cana-1474	155	9	in	in	ADP
cana-1474	155	10	jordan	jordan	PROPN
cana-1474	155	11	criminal	criminal	PROPN
cana-1474	155	12	justice	justice	PROPN
cana-1474	155	13	system	system	NOUN
cana-1474	155	14	and	and	CCONJ
cana-1474	155	15	challenges	challenge	NOUN
cana-1474	155	16	,	,	PUNCT
cana-1474	155	17	it	it	PRON
cana-1474	155	18	covers	cover	VERB
cana-1474	155	19	some	some	PRON
cana-1474	155	20	of	of	ADP
cana-1474	155	21	the	the	DET
cana-1474	155	22	jordanian	jordanian	ADJ
cana-1474	155	23	legislation	legislation	NOUN
cana-1474	155	24	on	on	ADP
cana-1474	155	25	combating	combat	VERB
cana-1474	155	26	cybercrime	cybercrime	NOUN
cana-1474	155	27	or	or	CCONJ
cana-1474	155	28	any	any	DET
cana-1474	155	29	different	different	ADJ
cana-1474	155	30	type	type	NOUN
cana-1474	155	31	of	of	ADP
cana-1474	155	32	crimal	crimal	ADJ
cana-1474	155	33	activities	activity	NOUN
cana-1474	155	34	committed	commit	VERB
cana-1474	155	35	using	use	VERB
cana-1474	155	36	an	an	DET
cana-1474	155	37	electronic	electronic	ADJ
cana-1474	155	38	device	device	NOUN
cana-1474	155	39	[	[	X
cana-1474	155	40	46,47	46,47	NUM
cana-1474	155	41	]	]	X
cana-1474	155	42	.	.	PUNCT
cana-1474	156	1	cybercrime	cybercrime	NOUN
cana-1474	156	2	affects	affect	VERB
cana-1474	156	3	billions	billion	NOUN
cana-1474	156	4	of	of	ADP
cana-1474	156	5	people	people	NOUN
cana-1474	156	6	,	,	PUNCT
cana-1474	156	7	resulting	result	VERB
cana-1474	156	8	in	in	ADP
cana-1474	156	9	the	the	DET
cana-1474	156	10	stealth	stealth	NOUN
cana-1474	156	11	of	of	ADP
cana-1474	156	12	personal	personal	ADJ
cana-1474	156	13	details	detail	NOUN
cana-1474	156	14	.	.	PUNCT
cana-1474	157	1	events	event	NOUN
cana-1474	157	2	in	in	ADP
cana-1474	157	3	the	the	DET
cana-1474	157	4	past	past	ADJ
cana-1474	157	5	year	year	NOUN
cana-1474	157	6	only	only	ADV
cana-1474	157	7	have	have	AUX
cana-1474	157	8	affected	affect	VERB
cana-1474	157	9	million	million	NUM
cana-1474	157	10	’s	’s	NOUN
cana-1474	157	11	of	of	ADP
cana-1474	157	12	people	people	NOUN
cana-1474	157	13	belonging	belong	VERB
cana-1474	157	14	to	to	ADP
cana-1474	157	15	u.s	u.s	PROPN
cana-1474	157	16	.	.	PROPN
cana-1474	157	17	(	(	PUNCT
cana-1474	157	18	i.e.	i.e.	X
cana-1474	157	19	,	,	PUNCT
cana-1474	157	20	54	54	NUM
cana-1474	157	21	m	m	NOUN
cana-1474	157	22	)	)	PUNCT
cana-1474	157	23	,	,	PUNCT
cana-1474	157	24	turkey	turkey	PROPN
cana-1474	157	25	,	,	PUNCT
cana-1474	157	26	s	s	PROPN
cana-1474	157	27	korea	korea	PROPN
cana-1474	157	28	and	and	CCONJ
cana-1474	157	29	germany	germany	PROPN
cana-1474	157	30	each	each	PRON
cana-1474	157	31	having	have	VERB
cana-1474	157	32	an	an	DET
cana-1474	157	33	impact	impact	NOUN
cana-1474	157	34	on	on	ADP
cana-1474	157	35	between	between	ADP
cana-1474	157	36	16–20	16–20	NUM
cana-1474	157	37	million	million	NUM
cana-1474	157	38	individuals	individual	NOUN
cana-1474	157	39	.	.	PUNCT
cana-1474	158	1	[	[	X
cana-1474	158	2	48	48	NUM
cana-1474	158	3	]	]	PUNCT
cana-1474	158	4	in	in	ADP
cana-1474	158	5	2007	2007	NUM
cana-1474	158	6	,	,	PUNCT
cana-1474	158	7	the	the	DET
cana-1474	158	8	national	national	ADJ
cana-1474	158	9	social	social	PROPN
cana-1474	158	10	crime	crime	PROPN
cana-1474	158	11	records	record	NOUN
cana-1474	158	12	bureau	bureau	PROPN
cana-1474	158	13	registered	register	VERB
cana-1474	158	14	a	a	DET
cana-1474	158	15	total	total	NOUN
cana-1474	158	16	of	of	ADP
cana-1474	158	17	217	217	NUM
cana-1474	158	18	incidents	incident	NOUN
cana-1474	158	19	under	under	ADP
cana-1474	158	20	it	it	PRON
cana-1474	158	21	act	act	VERB
cana-1474	158	22	in	in	ADP
cana-1474	158	23	comparison	comparison	NOUN
cana-1474	158	24	to	to	ADP
cana-1474	158	25	merely142	merely142	PROPN
cana-1474	158	26	what	what	PRON
cana-1474	158	27	was	be	AUX
cana-1474	158	28	recorded	record	VERB
cana-1474	158	29	in	in	ADP
cana-1474	158	30	the	the	DET
cana-1474	158	31	year	year	NOUN
cana-1474	158	32	preceding	precede	VERB
cana-1474	158	33	it	it	PRON
cana-1474	158	34	which	which	PRON
cana-1474	158	35	is	be	AUX
cana-1474	158	36	getting	get	VERB
cana-1474	158	37	close	close	ADJ
cana-1474	158	38	to	to	ADP
cana-1474	158	39	more	more	ADJ
cana-1474	158	40	than	than	ADP
cana-1474	158	41	half	half	NOUN
cana-1474	158	42	'	'	NUM
cana-1474	158	43	52.8	52.8	NUM
cana-1474	158	44	%	%	NOUN
cana-1474	158	45	'	'	PUNCT
cana-1474	158	46	rise	rise	NOUN
cana-1474	158	47	!	!	PUNCT
cana-1474	159	1	maharashtra	maharashtra	PROPN
cana-1474	159	2	accounted	account	VERB
cana-1474	159	3	for	for	ADP
cana-1474	159	4	the	the	DET
cana-1474	159	5	maximum	maximum	ADJ
cana-1474	159	6	share	share	NOUN
cana-1474	159	7	(	(	PUNCT
cana-1474	159	8	21.56	21.56	NUM
cana-1474	159	9	%	%	NOUN
cana-1474	159	10	)	)	PUNCT
cana-1474	159	11	,	,	PUNCT
cana-1474	159	12	followed	follow	VERB
cana-1474	159	13	by	by	ADP
cana-1474	159	14	kharghar	kharghar	PROPN
cana-1474	159	15	,	,	PUNCT
cana-1474	159	16	tamil	tamil	PROPN
cana-1474	159	17	nadu	nadu	NOUN
cana-1474	159	18	and	and	CCONJ
cana-1474	159	19	states	state	NOUN
cana-1474	159	20	/	/	SYM
cana-1474	159	21	uts	ut	NOUN
cana-1474	159	22	.greatest	.great	ADJ
cana-1474	159	23	number	number	NOUN
cana-1474	159	24	or	or	CCONJ
cana-1474	159	25	99	99	NUM
cana-1474	159	26	of	of	ADP
cana-1474	159	27	the	the	DET
cana-1474	159	28	overall	overall	ADJ
cana-1474	159	29	casualties	casualty	NOUN
cana-1474	159	30	which	which	PRON
cana-1474	159	31	were	be	AUX
cana-1474	159	32	listed	list	VERB
cana-1474	159	33	under	under	ADP
cana-1474	159	34	it	it	PRON
cana-1474	159	35	act	act	VERB
cana-1474	159	36	2000	2000	NUM
cana-1474	159	37	were	be	AUX
cana-1474	159	38	in	in	ADP
cana-1474	159	39	rebald	rebald	ADJ
cana-1474	159	40	publishing	publishing	NOUN
cana-1474	159	41	or	or	CCONJ
cana-1474	159	42	transference	transference	NOUN
cana-1474	159	43	etc	etc	X
cana-1474	159	44	.	.	X
cana-1474	159	45	rtvf	rtvf	PROPN
cana-1474	159	46	commonly	commonly	ADV
cana-1474	159	47	known	know	VERB
cana-1474	159	48	as	as	ADP
cana-1474	159	49	cyber	cyber	NOUN
cana-1474	159	50	pornography	pornography	NOUN
cana-1474	159	51	.	.	PUNCT
cana-1474	160	1	[	[	X
cana-1474	160	2	49,50	49,50	X
cana-1474	160	3	]	]	X
cana-1474	160	4	i	i	PROPN
cana-1474	160	5	/	/	SYM
cana-1474	160	6	p	p	X
cana-1474	160	7	o	o	NOUN
cana-1474	160	8	/	/	SYM
cana-1474	160	9	p	p	NOUN
cana-1474	160	10	desired	desire	VERB
cana-1474	160	11	value	value	NOUN
cana-1474	160	12	ae	ae	PROPN
cana-1474	160	13	0	0	PROPN
cana-1474	160	14	998.6985	998.6985	NUM
cana-1474	160	15	999	999	NUM
cana-1474	160	16	2.45e-04	2.45e-04	NUM
cana-1474	160	17	0.5	0.5	NUM
cana-1474	160	18	969.7854	969.7854	NUM
cana-1474	160	19	973.2886	973.2886	NUM
cana-1474	160	20	5.67e-03	5.67e-03	NUM
cana-1474	160	21	1	1	NUM
cana-1474	160	22	951.1200	951.1200	NUM
cana-1474	160	23	925.6871	925.6871	NUM
cana-1474	160	24	6.99e-04	6.99e-04	NUM
cana-1474	160	25	1.5	1.5	NUM
cana-1474	160	26	926.7823	926.7823	NUM
cana-1474	160	27	901.363	901.363	NUM
cana-1474	160	28	3.89e-05	3.89e-05	NUM
cana-1474	160	29	2	2	NUM
cana-1474	160	30	901.2540	901.2540	NUM
cana-1474	160	31	879.2326	879.2326	NUM
cana-1474	160	32	4.81e-03	4.81e-03	NUM
cana-1474	160	33	2.5	2.5	NUM
cana-1474	160	34	889.3298	889.3298	NUM
cana-1474	160	35	859.23	859.23	NUM
cana-1474	160	36	1.34e-03	1.34e-03	NUM
cana-1474	160	37	3	3	NUM
cana-1474	160	38	857.3698	857.3698	NUM
cana-1474	160	39	862.1548	862.1548	NUM
cana-1474	160	40	8.33e-04	8.33e-04	NUM
cana-1474	160	41	3.5	3.5	NUM
cana-1474	160	42	827.4930	827.4930	NUM
cana-1474	160	43	812.1254	812.1254	NUM
cana-1474	160	44	3.78e-03	3.78e-03	NUM
cana-1474	160	45	4	4	NUM
cana-1474	160	46	815.3210	815.3210	NUM
cana-1474	160	47	795.3579	795.3579	NUM
cana-1474	160	48	2.34e-04	2.34e-04	NUM
cana-1474	160	49	communications	communication	NOUN
cana-1474	160	50	on	on	ADP
cana-1474	160	51	applied	apply	VERB
cana-1474	160	52	nonlinear	nonlinear	ADJ
cana-1474	160	53	analysis	analysis	NOUN
cana-1474	160	54	issn	issn	NOUN
cana-1474	160	55	:	:	PUNCT
cana-1474	160	56	1074	1074	NUM
cana-1474	160	57	-	-	PUNCT
cana-1474	160	58	133x	133x	NUM
cana-1474	160	59	vol	vol	NOUN
cana-1474	160	60	31	31	NUM
cana-1474	160	61	no	no	NOUN
cana-1474	160	62	.	.	PUNCT
cana-1474	161	1	8s	8s	PROPN
cana-1474	161	2	(	(	PUNCT
cana-1474	161	3	2024	2024	NUM
cana-1474	161	4	)	)	PUNCT
cana-1474	161	5	192	192	NUM
cana-1474	161	6	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-1474	161	7	4.5	4.5	NUM
cana-1474	161	8	795.0035	795.0035	NUM
cana-1474	161	9	812.1245	812.1245	NUM
cana-1474	161	10	2.76e-04	2.76e-04	NUM
cana-1474	161	11	5	5	NUM
cana-1474	161	12	774.2589	774.2589	NUM
cana-1474	161	13	774.2159	774.2159	NUM
cana-1474	161	14	2.18e-05	2.18e-05	NUM
cana-1474	161	15	table	table	NOUN
cana-1474	161	16	1	1	NUM
cana-1474	161	17	.	.	PUNCT
cana-1474	161	18	case	case	NOUN
cana-1474	161	19	for	for	ADP
cana-1474	161	20	asymptomatic	asymptomatic	ADJ
cana-1474	161	21	device	device	NOUN
cana-1474	161	22	and	and	CCONJ
cana-1474	161	23	comparing	compare	VERB
cana-1474	161	24	ml	ml	NOUN
cana-1474	161	25	derived	derive	VERB
cana-1474	161	26	outcomes	outcome	NOUN
cana-1474	161	27	with	with	ADP
cana-1474	161	28	rk-4	rk-4	PUNCT
cana-1474	161	29	all	all	DET
cana-1474	161	30	cases	case	NOUN
cana-1474	161	31	(	(	PUNCT
cana-1474	161	32	46.5	46.5	NUM
cana-1474	161	33	%	%	NOUN
cana-1474	161	34	)	)	PUNCT
cana-1474	162	1	[	[	X
cana-1474	162	2	51	51	NUM
cana-1474	162	3	]	]	PUNCT
cana-1474	162	4	a	a	DET
cana-1474	162	5	natural	natural	ADJ
cana-1474	162	6	system	system	NOUN
cana-1474	162	7	to	to	PART
cana-1474	162	8	apply	apply	VERB
cana-1474	162	9	the	the	DET
cana-1474	162	10	new	new	ADJ
cana-1474	162	11	control	control	NOUN
cana-1474	162	12	scheme	scheme	NOUN
cana-1474	162	13	is	be	AUX
cana-1474	162	14	the	the	DET
cana-1474	162	15	keller	keller	PROPN
cana-1474	162	16	-	-	PUNCT
cana-1474	162	17	segel	segel	PROPN
cana-1474	162	18	equations	equation	NOUN
cana-1474	163	1	[	[	X
cana-1474	163	2	52	52	NUM
cana-1474	163	3	]	]	PUNCT
cana-1474	163	4	,	,	PUNCT
cana-1474	163	5	which	which	PRON
cana-1474	163	6	model	model	VERB
cana-1474	163	7	a	a	DET
cana-1474	163	8	group	group	NOUN
cana-1474	163	9	of	of	ADP
cana-1474	163	10	organisms	organism	NOUN
cana-1474	163	11	with	with	ADP
cana-1474	163	12	fascination	fascination	NOUN
cana-1474	163	13	and	and	CCONJ
cana-1474	163	14	revulsion	revulsion	NOUN
cana-1474	163	15	,	,	PUNCT
cana-1474	163	16	whose	whose	DET
cana-1474	163	17	tracking	tracking	NOUN
cana-1474	163	18	can	can	AUX
cana-1474	163	19	be	be	AUX
cana-1474	163	20	in	in	ADP
cana-1474	163	21	charge	charge	NOUN
cana-1474	163	22	under	under	ADP
cana-1474	163	23	stability	stability	NOUN
cana-1474	163	24	conditions	condition	NOUN
cana-1474	163	25	.	.	PUNCT
cana-1474	164	1	it	it	PRON
cana-1474	164	2	aims	aim	VERB
cana-1474	164	3	to	to	PART
cana-1474	164	4	discover	discover	VERB
cana-1474	164	5	control	control	NOUN
cana-1474	164	6	mechanisms	mechanism	NOUN
cana-1474	164	7	that	that	PRON
cana-1474	164	8	,	,	PUNCT
cana-1474	164	9	when	when	SCONJ
cana-1474	164	10	present	present	ADJ
cana-1474	164	11	in	in	ADP
cana-1474	164	12	the	the	DET
cana-1474	164	13	system	system	NOUN
cana-1474	164	14	stabilize	stabilize	VERB
cana-1474	164	15	globally	globally	ADV
cana-1474	164	16	is	be	AUX
cana-1474	164	17	undertaken	undertake	VERB
cana-1474	164	18	to	to	PART
cana-1474	164	19	build	build	VERB
cana-1474	164	20	a	a	DET
cana-1474	164	21	workable	workable	ADJ
cana-1474	164	22	and	and	CCONJ
cana-1474	164	23	accurate	accurate	ADJ
cana-1474	164	24	mathematical	mathematical	ADJ
cana-1474	164	25	model	model	NOUN
cana-1474	164	26	which	which	PRON
cana-1474	164	27	describes	describe	VERB
cana-1474	164	28	the	the	DET
cana-1474	164	29	propagation	propagation	NOUN
cana-1474	164	30	behaviour	behaviour	NOUN
cana-1474	164	31	of	of	ADP
cana-1474	164	32	an	an	DET
cana-1474	164	33	infinite	infinite	ADJ
cana-1474	164	34	number	number	NOUN
cana-1474	164	35	potential	potential	ADJ
cana-1474	164	36	threats	threat	NOUN
cana-1474	164	37	originated	originate	VERB
cana-1474	164	38	from	from	ADP
cana-1474	164	39	outside	outside	ADV
cana-1474	164	40	.	.	PUNCT
cana-1474	165	1	i	i	PRON
cana-1474	165	2	/	/	SYM
cana-1474	166	1	p	p	X
cana-1474	166	2	o	o	NOUN
cana-1474	166	3	/	/	SYM
cana-1474	166	4	p	p	NOUN
cana-1474	166	5	desired	desire	VERB
cana-1474	166	6	value	value	NOUN
cana-1474	166	7	ae	ae	PROPN
cana-1474	166	8	0	0	NUM
cana-1474	166	9	1	1	NUM
cana-1474	166	10	1	1	NUM
cana-1474	166	11	2.98e-07	2.98e-07	NUM
cana-1474	166	12	0.5	0.5	NUM
cana-1474	166	13	0.952444	0.952444	NUM
cana-1474	166	14	1.5626	1.5626	NUM
cana-1474	166	15	4.32e-07	4.32e-07	NUM
cana-1474	166	16	1	1	NUM
cana-1474	166	17	0.907898	0.907898	NUM
cana-1474	166	18	1.9233	1.9233	NUM
cana-1474	166	19	9.43e-08	9.43e-08	NUM
cana-1474	166	20	1.5	1.5	NUM
cana-1474	166	21	0.866174	0.866174	NUM
cana-1474	166	22	2.3659	2.3659	NUM
cana-1474	166	23	2.34e-08	2.34e-08	NUM
cana-1474	166	24	2	2	NUM
cana-1474	166	25	0.827094	0.827094	NUM
cana-1474	166	26	2.9823	2.9823	NUM
cana-1474	166	27	4.45e-08	4.45e-08	NUM
cana-1474	166	28	2.5	2.5	NUM
cana-1474	166	29	0.790492	0.790492	NUM
cana-1474	166	30	3.2658	3.2658	NUM
cana-1474	166	31	1.32e-07	1.32e-07	NUM
cana-1474	166	32	3	3	NUM
cana-1474	166	33	0.785424	0.785424	NUM
cana-1474	166	34	3.7896	3.7896	NUM
cana-1474	166	35	3.45e-08	3.45e-08	NUM
cana-1474	166	36	3.5	3.5	NUM
cana-1474	166	37	0.745265	0.745265	NUM
cana-1474	166	38	4.2202	4.2202	NUM
cana-1474	166	39	3.34e-08	3.34e-08	NUM
cana-1474	166	40	4	4	NUM
cana-1474	166	41	0.631555	0.631555	NUM
cana-1474	166	42	4.8963	4.8963	NUM
cana-1474	166	43	2.53e-07	2.53e-07	NUM
cana-1474	166	44	4.5	4.5	NUM
cana-1474	166	45	0.663256	0.663256	NUM
cana-1474	166	46	5.1635	5.1635	NUM
cana-1474	166	47	1.34e-07	1.34e-07	NUM
cana-1474	166	48	5	5	NUM
cana-1474	166	49	0.614847	0.614847	NUM
cana-1474	166	50	5.6856	5.6856	NUM
cana-1474	166	51	2.13e-07	2.13e-07	NUM
cana-1474	166	52	table	table	NOUN
cana-1474	166	53	2	2	NUM
cana-1474	166	54	.	.	PUNCT
cana-1474	166	55	case	case	NOUN
cana-1474	166	56	for	for	ADP
cana-1474	166	57	recovered	recovered	ADJ
cana-1474	166	58	device	device	NOUN
cana-1474	166	59	the	the	DET
cana-1474	166	60	earliest	early	ADJ
cana-1474	166	61	step	step	NOUN
cana-1474	166	62	is	be	AUX
cana-1474	166	63	to	to	PART
cana-1474	166	64	create	create	VERB
cana-1474	166	65	a	a	DET
cana-1474	166	66	list	list	NOUN
cana-1474	166	67	of	of	ADP
cana-1474	166	68	solution	solution	NOUN
cana-1474	166	69	from	from	ADP
cana-1474	166	70	the	the	DET
cana-1474	166	71	system	system	NOUN
cana-1474	166	72	of	of	ADP
cana-1474	166	73	ordinary	ordinary	ADJ
cana-1474	166	74	by	by	ADP
cana-1474	166	75	obtaining	obtain	VERB
cana-1474	166	76	results	result	NOUN
cana-1474	166	77	through	through	ADP
cana-1474	166	78	numerical	numerical	ADJ
cana-1474	166	79	approaches	approach	NOUN
cana-1474	166	80	the	the	DET
cana-1474	166	81	system	system	NOUN
cana-1474	166	82	of	of	ADP
cana-1474	166	83	differential	differential	ADJ
cana-1474	166	84	equations	equation	NOUN
cana-1474	166	85	employs	employ	VERB
cana-1474	166	86	the	the	DET
cana-1474	166	87	therk-4	therk-4	NUM
cana-1474	166	88	method	method	NOUN
cana-1474	166	89	helps	help	VERB
cana-1474	166	90	to	to	PART
cana-1474	166	91	access	access	VERB
cana-1474	166	92	a	a	DET
cana-1474	166	93	bunch	bunch	NOUN
cana-1474	166	94	effective	effective	ADJ
cana-1474	166	95	resolutions	resolution	NOUN
cana-1474	166	96	as	as	ADP
cana-1474	166	97	an	an	DET
cana-1474	166	98	collection	collection	NOUN
cana-1474	166	99	of	of	ADP
cana-1474	166	100	sequence	sequence	NOUN
cana-1474	166	101	,	,	PUNCT
cana-1474	166	102	usually	usually	ADV
cana-1474	166	103	in	in	ADP
cana-1474	166	104	form	form	NOUN
cana-1474	166	105	time	time	NOUN
cana-1474	166	106	series	series	PROPN
cana-1474	166	107	number	number	NOUN
cana-1474	166	108	.	.	PUNCT
cana-1474	167	1	having	having	AUX
cana-1474	167	2	created	create	VERB
cana-1474	167	3	the	the	DET
cana-1474	167	4	data	data	NOUN
cana-1474	167	5	-	-	PUNCT
cana-1474	167	6	set	set	NOUN
cana-1474	167	7	,	,	PUNCT
cana-1474	167	8	it	it	PRON
cana-1474	167	9	can	can	AUX
cana-1474	167	10	now	now	ADV
cana-1474	167	11	use	use	VERB
cana-1474	167	12	to	to	PART
cana-1474	167	13	train	train	VERB
cana-1474	167	14	an	an	DET
cana-1474	167	15	ann[53,54,55	ann[53,54,55	NOUN
cana-1474	167	16	]	]	PUNCT
cana-1474	167	17	.	.	PUNCT
cana-1474	168	1	these	these	DET
cana-1474	168	2	rk-4	rk-4	ADJ
cana-1474	168	3	results	result	NOUN
cana-1474	168	4	are	be	AUX
cana-1474	168	5	used	use	VERB
cana-1474	168	6	as	as	ADP
cana-1474	168	7	target	target	NOUN
cana-1474	168	8	data	datum	NOUN
cana-1474	168	9	in	in	ADP
cana-1474	168	10	training	train	VERB
cana-1474	168	11	the	the	DET
cana-1474	168	12	ann	ann	PROPN
cana-1474	168	13	.	.	PUNCT
cana-1474	169	1	training	train	VERB
cana-1474	169	2	an	an	DET
cana-1474	169	3	ann	ann	PROPN
cana-1474	169	4	is	be	AUX
cana-1474	169	5	about	about	ADP
cana-1474	169	6	creating	create	VERB
cana-1474	169	7	a	a	DET
cana-1474	169	8	model	model	NOUN
cana-1474	169	9	to	to	PART
cana-1474	169	10	predict	predict	VERB
cana-1474	169	11	based	base	VERB
cana-1474	169	12	on	on	ADP
cana-1474	169	13	the	the	DET
cana-1474	169	14	input	input	NOUN
cana-1474	169	15	data	datum	NOUN
cana-1474	169	16	,	,	PUNCT
cana-1474	169	17	which	which	PRON
cana-1474	169	18	has	have	AUX
cana-1474	169	19	not	not	PART
cana-1474	169	20	been	be	AUX
cana-1474	169	21	seen	see	VERB
cana-1474	169	22	in	in	ADP
cana-1474	169	23	training	training	NOUN
cana-1474	169	24	and	and	CCONJ
cana-1474	169	25	this	this	DET
cana-1474	169	26	process	process	NOUN
cana-1474	169	27	starts	start	VERB
cana-1474	169	28	from	from	ADP
cana-1474	169	29	feeding	feed	VERB
cana-1474	169	30	the	the	DET
cana-1474	169	31	weights(bias	weights(bia	NOUN
cana-1474	169	32	)	)	PUNCT
cana-1474	169	33	initial	initial	ADJ
cana-1474	169	34	values	value	NOUN
cana-1474	169	35	of	of	ADP
cana-1474	169	36	these	these	PRON
cana-1474	169	37	are	be	AUX
cana-1474	169	38	simply	simply	ADV
cana-1474	169	39	tensors	tensor	NOUN
cana-1474	169	40	that	that	PRON
cana-1474	169	41	represent	represent	VERB
cana-1474	169	42	how	how	SCONJ
cana-1474	169	43	different	different	ADJ
cana-1474	169	44	factors	factor	NOUN
cana-1474	169	45	affect	affect	VERB
cana-1474	169	46	each	each	DET
cana-1474	169	47	attribute	attribute	NOUN
cana-1474	169	48	.	.	PUNCT
cana-1474	170	1	after	after	SCONJ
cana-1474	170	2	this	this	DET
cana-1474	170	3	forecasted	forecast	VERB
cana-1474	170	4	result	result	NOUN
cana-1474	170	5	is	be	AUX
cana-1474	170	6	collated	collate	VERB
cana-1474	170	7	to	to	ADP
cana-1474	170	8	the	the	DET
cana-1474	170	9	desired	desire	VERB
cana-1474	170	10	result	result	NOUN
cana-1474	170	11	and	and	CCONJ
cana-1474	170	12	we	we	PRON
cana-1474	170	13	get	get	VERB
cana-1474	170	14	an	an	DET
cana-1474	170	15	error	error	NOUN
cana-1474	170	16	as	as	ADP
cana-1474	170	17	a	a	DET
cana-1474	170	18	difference	difference	NOUN
cana-1474	170	19	between	between	ADP
cana-1474	170	20	these	these	DET
cana-1474	170	21	two	two	NUM
cana-1474	170	22	.	.	PUNCT
cana-1474	171	1	we	we	PRON
cana-1474	171	2	simply	simply	ADV
cana-1474	171	3	takeback	takeback	VERB
cana-1474	171	4	the	the	DET
cana-1474	171	5	fallicies	fallicie	NOUN
cana-1474	171	6	through	through	ADP
cana-1474	171	7	the	the	DET
cana-1474	171	8	network	network	NOUN
cana-1474	171	9	using	use	VERB
cana-1474	171	10	basic	basic	ADJ
cana-1474	171	11	algebra	algebra	NOUN
cana-1474	171	12	(	(	PUNCT
cana-1474	171	13	backpropagation	backpropagation	NOUN
cana-1474	171	14	)	)	PUNCT
cana-1474	171	15	,	,	PUNCT
cana-1474	171	16	and	and	CCONJ
cana-1474	171	17	we	we	PRON
cana-1474	171	18	then	then	ADV
cana-1474	171	19	adjust	adjust	VERB
cana-1474	171	20	our	our	PRON
cana-1474	171	21	weights	weight	NOUN
cana-1474	171	22	&	&	CCONJ
cana-1474	171	23	biases	bias	NOUN
cana-1474	171	24	to	to	PART
cana-1474	171	25	minimize	minimize	VERB
cana-1474	171	26	that	that	DET
cana-1474	171	27	error	error	NOUN
cana-1474	171	28	.	.	PUNCT
cana-1474	172	1	the	the	DET
cana-1474	172	2	weight	weight	NOUN
cana-1474	172	3	update	update	NOUN
cana-1474	172	4	method	method	NOUN
cana-1474	172	5	is	be	AUX
cana-1474	172	6	performed	perform	VERB
cana-1474	172	7	again	again	ADV
cana-1474	172	8	for	for	ADP
cana-1474	172	9	many	many	ADJ
cana-1474	172	10	values	value	NOUN
cana-1474	172	11	,	,	PUNCT
cana-1474	172	12	where	where	SCONJ
cana-1474	172	13	an	an	DET
cana-1474	172	14	value	value	NOUN
cana-1474	172	15	means	mean	VERB
cana-1474	172	16	passing	pass	VERB
cana-1474	172	17	one	one	NUM
cana-1474	172	18	example	example	NOUN
cana-1474	172	19	through	through	ADP
cana-1474	172	20	the	the	DET
cana-1474	172	21	network	network	NOUN
cana-1474	172	22	whereas	whereas	SCONJ
cana-1474	172	23	a	a	DET
cana-1474	172	24	pass	pass	NOUN
cana-1474	172	25	over	over	ADP
cana-1474	172	26	all	all	DET
cana-1474	172	27	training	train	VERB
cana-1474	172	28	examples	example	NOUN
cana-1474	172	29	in	in	ADP
cana-1474	172	30	this	this	DET
cana-1474	172	31	manner	manner	NOUN
cana-1474	172	32	goes	go	VERB
cana-1474	172	33	by	by	ADP
cana-1474	172	34	name	name	NOUN
cana-1474	172	35	epoch	epoch	NOUN
cana-1474	172	36	.	.	PUNCT
cana-1474	173	1	the	the	DET
cana-1474	173	2	aim	aim	NOUN
cana-1474	173	3	is	be	AUX
cana-1474	173	4	to	to	PART
cana-1474	173	5	minimalize	minimalize	VERB
cana-1474	173	6	the	the	DET
cana-1474	173	7	fallacy	fallacy	NOUN
cana-1474	173	8	in	in	ADP
cana-1474	173	9	forecasted	forecasted	ADJ
cana-1474	173	10	output	output	NOUN
cana-1474	173	11	vs	vs	ADP
cana-1474	173	12	desired	desire	VERB
cana-1474	173	13	output	output	NOUN
cana-1474	173	14	for	for	ADP
cana-1474	173	15	every	every	DET
cana-1474	173	16	input	input	NOUN
cana-1474	173	17	by	by	ADP
cana-1474	173	18	changing	change	VERB
cana-1474	173	19	the	the	DET
cana-1474	173	20	weights	weight	NOUN
cana-1474	173	21	and	and	CCONJ
cana-1474	173	22	bias	bias	NOUN
cana-1474	173	23	till	till	SCONJ
cana-1474	173	24	the	the	DET
cana-1474	173	25	prediction	prediction	NOUN
cana-1474	173	26	has	have	VERB
cana-1474	173	27	a	a	DET
cana-1474	173	28	low	low	ADJ
cana-1474	173	29	amount	amount	NOUN
cana-1474	173	30	of	of	ADP
cana-1474	173	31	error	error	NOUN
cana-1474	173	32	.	.	PUNCT
cana-1474	174	1	when	when	SCONJ
cana-1474	174	2	the	the	DET
cana-1474	174	3	dataset	dataset	NOUN
cana-1474	174	4	is	be	AUX
cana-1474	174	5	tested	test	VERB
cana-1474	174	6	,	,	PUNCT
cana-1474	174	7	validated	validated	ADJ
cana-1474	174	8	and	and	CCONJ
cana-1474	174	9	trained	train	VERB
cana-1474	174	10	then	then	ADV
cana-1474	174	11	it	it	PRON
cana-1474	174	12	’s	’s	AUX
cana-1474	174	13	performed	perform	VERB
cana-1474	174	14	value	value	NOUN
cana-1474	174	15	are	be	AUX
cana-1474	174	16	predicted	predict	VERB
cana-1474	174	17	using	use	VERB
cana-1474	174	18	blma	blma	NOUN
cana-1474	174	19	.	.	PUNCT
cana-1474	175	1	for	for	SCONJ
cana-1474	175	2	each	each	DET
cana-1474	175	3	data	datum	NOUN
cana-1474	175	4	set	set	VERB
cana-1474	175	5	,	,	PUNCT
cana-1474	175	6	a	a	DET
cana-1474	175	7	convergence	convergence	NOUN
cana-1474	175	8	analysis	analysis	NOUN
cana-1474	175	9	was	be	AUX
cana-1474	175	10	performed	perform	VERB
cana-1474	175	11	in	in	ADP
cana-1474	175	12	combination	combination	NOUN
cana-1474	175	13	with	with	ADP
cana-1474	175	14	error	error	NOUN
cana-1474	175	15	histograms	histogram	NOUN
cana-1474	175	16	to	to	PART
cana-1474	175	17	highlight	highlight	VERB
cana-1474	175	18	the	the	DET
cana-1474	175	19	effectiveness	effectiveness	NOUN
cana-1474	175	20	and	and	CCONJ
cana-1474	175	21	precision	precision	NOUN
cana-1474	175	22	of	of	ADP
cana-1474	175	23	the	the	DET
cana-1474	175	24	design	design	NOUN
cana-1474	175	25	strategy[56,57	strategy[56,57	NOUN
cana-1474	175	26	]	]	PUNCT
cana-1474	175	27	.	.	PUNCT
cana-1474	176	1	communications	communication	NOUN
cana-1474	176	2	on	on	ADP
cana-1474	176	3	applied	apply	VERB
cana-1474	176	4	nonlinear	nonlinear	ADJ
cana-1474	176	5	analysis	analysis	NOUN
cana-1474	176	6	issn	issn	NOUN
cana-1474	176	7	:	:	PUNCT
cana-1474	176	8	1074	1074	NUM
cana-1474	176	9	-	-	PUNCT
cana-1474	176	10	133x	133x	NUM
cana-1474	176	11	vol	vol	NOUN
cana-1474	176	12	31	31	NUM
cana-1474	176	13	no	no	NOUN
cana-1474	176	14	.	.	PUNCT
cana-1474	177	1	8s	8s	PROPN
cana-1474	177	2	(	(	PUNCT
cana-1474	177	3	2024	2024	NUM
cana-1474	177	4	)	)	PUNCT
cana-1474	177	5	193	193	NUM
cana-1474	177	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1474	178	1	i	i	PROPN
cana-1474	178	2	/	/	SYM
cana-1474	178	3	p	p	NOUN
cana-1474	178	4	o	o	NOUN
cana-1474	178	5	/	/	SYM
cana-1474	178	6	p	p	NOUN
cana-1474	178	7	desired	desire	VERB
cana-1474	178	8	value	value	NOUN
cana-1474	178	9	ae	ae	PROPN
cana-1474	178	10	0	0	NUM
cana-1474	178	11	0	0	NUM
cana-1474	178	12	0	0	NUM
cana-1474	178	13	1.98e-07	1.98e-07	NUM
cana-1474	178	14	0.5	0.5	NUM
cana-1474	178	15	0.078	0.078	NUM
cana-1474	178	16	0.456	0.456	NUM
cana-1474	178	17	6.32e-02	6.32e-02	NUM
cana-1474	178	18	1	1	NUM
cana-1474	178	19	0.124	0.124	NUM
cana-1474	178	20	1.243	1.243	NUM
cana-1474	178	21	1.43e-02	1.43e-02	NUM
cana-1474	178	22	1.5	1.5	NUM
cana-1474	178	23	0.212	0.212	NUM
cana-1474	178	24	1.659	1.659	NUM
cana-1474	178	25	2.34e-01	2.34e-01	NUM
cana-1474	178	26	2	2	NUM
cana-1474	178	27	0.275	0.275	NUM
cana-1474	178	28	2.233	2.233	NUM
cana-1474	178	29	2.45e-01	2.45e-01	NUM
cana-1474	178	30	2.5	2.5	NUM
cana-1474	178	31	0.353	0.353	NUM
cana-1474	178	32	2.849	2.849	NUM
cana-1474	178	33	2.32e-01	2.32e-01	NUM
cana-1474	178	34	3	3	NUM
cana-1474	178	35	0.424	0.424	NUM
cana-1474	178	36	3.7896	3.7896	NUM
cana-1474	178	37	3.45e-01	3.45e-01	NUM
cana-1474	178	38	3.5	3.5	NUM
cana-1474	178	39	0.444	0.444	NUM
cana-1474	178	40	4.2202	4.2202	NUM
cana-1474	179	1	4.34e-01	4.34e-01	NUM
cana-1474	179	2	4	4	NUM
cana-1474	179	3	0.459	0.459	NUM
cana-1474	180	1	4.8963	4.8963	NUM
cana-1474	180	2	4.53e-02	4.53e-02	NUM
cana-1474	180	3	4.5	4.5	NUM
cana-1474	180	4	0.534	0.534	NUM
cana-1474	180	5	5.1635	5.1635	NUM
cana-1474	180	6	4.34e-01	4.34e-01	NUM
cana-1474	180	7	5	5	NUM
cana-1474	180	8	0.563	0.563	NUM
cana-1474	180	9	5.6856	5.6856	NUM
cana-1474	180	10	5.13e-07	5.13e-07	NUM
cana-1474	180	11	table	table	NOUN
cana-1474	180	12	3	3	NUM
cana-1474	180	13	.	.	PUNCT
cana-1474	180	14	case	case	NOUN
cana-1474	180	15	for	for	ADP
cana-1474	180	16	susceptible	susceptible	ADJ
cana-1474	180	17	devices	device	NOUN
cana-1474	181	1	i	i	NOUN
cana-1474	181	2	/	/	SYM
cana-1474	181	3	p	p	NOUN
cana-1474	181	4	o	o	NOUN
cana-1474	181	5	/	/	SYM
cana-1474	181	6	p	p	NOUN
cana-1474	181	7	desired	desire	VERB
cana-1474	181	8	value	value	NOUN
cana-1474	181	9	ae	ae	PROPN
cana-1474	181	10	0	0	NUM
cana-1474	181	11	1	1	NUM
cana-1474	181	12	1	1	NUM
cana-1474	181	13	4.56e-07	4.56e-07	NUM
cana-1474	181	14	0.5	0.5	NUM
cana-1474	181	15	0.925646	0.925646	NUM
cana-1474	181	16	0.925646	0.925646	NUM
cana-1474	181	17	6.34e-09	6.34e-09	NUM
cana-1474	181	18	1	1	NUM
cana-1474	181	19	0.907898	0.907898	NUM
cana-1474	181	20	0.907898	0.907898	NUM
cana-1474	181	21	2.87e-06	2.87e-06	NUM
cana-1474	181	22	1.5	1.5	NUM
cana-1474	181	23	0.866174	0.866174	NUM
cana-1474	181	24	0.866174	0.866174	NUM
cana-1474	181	25	1.07e-09	1.07e-09	NUM
cana-1474	181	26	2	2	NUM
cana-1474	181	27	0.827094	0.827094	NUM
cana-1474	181	28	0.827094	0.827094	NUM
cana-1474	181	29	2.59e-08	2.59e-08	NUM
cana-1474	181	30	2.5	2.5	NUM
cana-1474	181	31	0.730492	0.730492	NUM
cana-1474	181	32	0.730492	0.730492	NUM
cana-1474	181	33	1.32e-07	1.32e-07	NUM
cana-1474	181	34	3	3	NUM
cana-1474	181	35	0.65424	0.65424	NUM
cana-1474	181	36	0.65424	0.65424	NUM
cana-1474	181	37	3.45e-08	3.45e-08	NUM
cana-1474	181	38	3.5	3.5	NUM
cana-1474	181	39	0.645265	0.645265	NUM
cana-1474	181	40	0.645265	0.645265	NUM
cana-1474	181	41	2.62e-08	2.62e-08	NUM
cana-1474	181	42	4	4	NUM
cana-1474	181	43	0.531555	0.531555	NUM
cana-1474	181	44	0.531555	0.531555	NUM
cana-1474	181	45	8.65e-07	8.65e-07	NUM
cana-1474	181	46	4.5	4.5	NUM
cana-1474	181	47	0.463256	0.463256	NUM
cana-1474	181	48	0.463256	0.463256	NUM
cana-1474	182	1	6.65e-07	6.65e-07	NUM
cana-1474	182	2	5	5	NUM
cana-1474	182	3	0.414847	0.414847	NUM
cana-1474	182	4	0.414846	0.414846	NUM
cana-1474	182	5	2.13e-07	2.13e-07	NUM
cana-1474	182	6	table	table	NOUN
cana-1474	182	7	4	4	NUM
cana-1474	182	8	.	.	PUNCT
cana-1474	182	9	case	case	NOUN
cana-1474	182	10	for	for	ADP
cana-1474	182	11	exposed	expose	VERB
cana-1474	182	12	devices	device	NOUN
cana-1474	182	13	the	the	DET
cana-1474	182	14	figure	figure	NOUN
cana-1474	182	15	of	of	ADP
cana-1474	182	16	the	the	DET
cana-1474	182	17	numerical	numerical	ADJ
cana-1474	182	18	solution	solution	NOUN
cana-1474	182	19	has	have	AUX
cana-1474	182	20	been	be	AUX
cana-1474	182	21	constructed	construct	VERB
cana-1474	182	22	with	with	ADP
cana-1474	182	23	matlab	matlab	PROPN
cana-1474	182	24	software	software	NOUN
cana-1474	182	25	.	.	PUNCT
cana-1474	183	1	we	we	PRON
cana-1474	183	2	trained	train	VERB
cana-1474	183	3	the	the	DET
cana-1474	183	4	network	network	NOUN
cana-1474	183	5	by	by	ADP
cana-1474	183	6	using	use	VERB
cana-1474	183	7	backpropagation	backpropagation	NOUN
cana-1474	183	8	levenbergmarquardt	levenbergmarquardt	NOUN
cana-1474	183	9	method	method	NOUN
cana-1474	183	10	(	(	PUNCT
cana-1474	183	11	blma	blma	ADJ
cana-1474	183	12	)	)	PUNCT
cana-1474	183	13	.	.	PUNCT
cana-1474	184	1	blma	blma	ADJ
cana-1474	184	2	techniques	technique	NOUN
cana-1474	184	3	are	be	AUX
cana-1474	184	4	particularly	particularly	ADV
cana-1474	184	5	well	well	ADV
cana-1474	184	6	-	-	PUNCT
cana-1474	184	7	suited	suited	ADJ
cana-1474	184	8	for	for	ADP
cana-1474	184	9	working	work	VERB
cana-1474	184	10	through	through	ADP
cana-1474	184	11	linear	linear	ADJ
cana-1474	184	12	scenarios	scenario	NOUN
cana-1474	184	13	due	due	ADP
cana-1474	184	14	to	to	ADP
cana-1474	184	15	simple	simple	ADJ
cana-1474	184	16	basic	basic	ADJ
cana-1474	184	17	concept	concept	NOUN
cana-1474	184	18	and	and	CCONJ
cana-1474	184	19	easy	easy	ADJ
cana-1474	184	20	interface[58,59	interface[58,59	NOUN
cana-1474	184	21	]	]	PUNCT
cana-1474	184	22	.	.	PUNCT
cana-1474	185	1	this	this	PRON
cana-1474	185	2	also	also	ADV
cana-1474	185	3	compares	compare	VERB
cana-1474	185	4	well	well	ADV
cana-1474	185	5	to	to	ADP
cana-1474	185	6	other	other	ADJ
cana-1474	185	7	machine	machine	NOUN
cana-1474	185	8	learning	learn	VERB
cana-1474	185	9	techniques	technique	NOUN
cana-1474	185	10	,	,	PUNCT
cana-1474	185	11	with	with	ADP
cana-1474	185	12	the	the	DET
cana-1474	185	13	blma	blma	NOUN
cana-1474	185	14	chain	chain	NOUN
cana-1474	185	15	.	.	PUNCT
cana-1474	186	1	we	we	PRON
cana-1474	186	2	utilized	utilize	VERB
cana-1474	186	3	training	training	NOUN
cana-1474	186	4	data	datum	NOUN
cana-1474	186	5	,	,	PUNCT
cana-1474	186	6	validation	validation	NOUN
cana-1474	186	7	and	and	CCONJ
cana-1474	186	8	testing	testing	NOUN
cana-1474	186	9	as	as	ADP
cana-1474	186	10	70%(701	70%(701	NUM
cana-1474	186	11	samples),15(150	samples),15(150	PROPN
cana-1474	186	12	samples)%	samples)%	PROPN
cana-1474	186	13	&	&	CCONJ
cana-1474	186	14	same	same	ADJ
cana-1474	186	15	for	for	ADP
cana-1474	186	16	testing	testing	NOUN
cana-1474	186	17	with	with	ADP
cana-1474	186	18	the	the	DET
cana-1474	186	19	hidden	hidden	ADJ
cana-1474	186	20	neurons	neuron	NOUN
cana-1474	186	21	of	of	ADP
cana-1474	186	22	fitting	fitting	ADJ
cana-1474	186	23	network	network	NOUN
cana-1474	186	24	having	have	VERB
cana-1474	186	25	layer	layer	NOUN
cana-1474	186	26	configuration	configuration	NOUN
cana-1474	186	27	shown	show	VERB
cana-1474	186	28	in	in	ADP
cana-1474	186	29	fig	fig	NOUN
cana-1474	186	30	(	(	PUNCT
cana-1474	186	31	13	13	NUM
cana-1474	186	32	)	)	PUNCT
cana-1474	186	33	/	/	SYM
cana-1474	186	34	each	each	DET
cana-1474	186	35	input	input	NOUN
cana-1474	186	36	.	.	PUNCT
cana-1474	187	1	the	the	DET
cana-1474	187	2	worst	bad	ADJ
cana-1474	187	3	value	value	NOUN
cana-1474	187	4	and	and	CCONJ
cana-1474	187	5	arrows	arrow	NOUN
cana-1474	187	6	in	in	ADP
cana-1474	187	7	histograms	histogram	NOUN
cana-1474	187	8	to	to	PART
cana-1474	187	9	compare	compare	VERB
cana-1474	187	10	the	the	DET
cana-1474	187	11	output	output	NOUN
cana-1474	187	12	data	datum	NOUN
cana-1474	187	13	versus	versus	ADP
cana-1474	187	14	target	target	NOUN
cana-1474	187	15	,	,	PUNCT
cana-1474	187	16	figure	figure	NOUN
cana-1474	187	17	compute	compute	VERB
cana-1474	187	18	the	the	DET
cana-1474	187	19	error	error	NOUN
cana-1474	187	20	.	.	PUNCT
cana-1474	188	1	this	this	DET
cana-1474	188	2	week	week	NOUN
cana-1474	188	3	,	,	PUNCT
cana-1474	188	4	figure	figure	NOUN
cana-1474	188	5	14	14	NUM
cana-1474	188	6	focused	focus	VERB
cana-1474	188	7	on	on	ADP
cana-1474	188	8	how	how	SCONJ
cana-1474	188	9	to	to	PART
cana-1474	188	10	analyse	analyse	VERB
cana-1474	188	11	the	the	DET
cana-1474	188	12	number	number	NOUN
cana-1474	188	13	of	of	ADP
cana-1474	188	14	cyber	cyber	NOUN
cana-1474	188	15	attacks	attack	NOUN
cana-1474	188	16	over	over	ADP
cana-1474	188	17	the	the	DET
cana-1474	188	18	time	time	NOUN
cana-1474	188	19	using	use	VERB
cana-1474	188	20	a	a	DET
cana-1474	188	21	histogram	histogram	NOUN
cana-1474	188	22	approach	approach	NOUN
cana-1474	188	23	.	.	PUNCT
cana-1474	189	1	this	this	DET
cana-1474	189	2	histogram	histogram	NOUN
cana-1474	189	3	shows	show	VERB
cana-1474	189	4	you	you	PRON
cana-1474	189	5	distributions	distribution	NOUN
cana-1474	189	6	of	of	ADP
cana-1474	189	7	attacks	attack	NOUN
cana-1474	189	8	in	in	ADP
cana-1474	189	9	a	a	DET
cana-1474	189	10	specific	specific	ADJ
cana-1474	189	11	time	time	NOUN
cana-1474	189	12	period	period	NOUN
cana-1474	189	13	for	for	ADP
cana-1474	189	14	each	each	DET
cana-1474	189	15	attack	attack	NOUN
cana-1474	189	16	as	as	ADV
cana-1474	189	17	well	well	ADV
cana-1474	189	18	as	as	ADP
cana-1474	189	19	distribution	distribution	NOUN
cana-1474	189	20	data	datum	NOUN
cana-1474	189	21	about	about	ADP
cana-1474	189	22	some	some	DET
cana-1474	189	23	attack	attack	NOUN
cana-1474	189	24	features	feature	VERB
cana-1474	189	25	like	like	ADP
cana-1474	189	26	duration	duration	NOUN
cana-1474	189	27	,	,	PUNCT
cana-1474	189	28	type	type	NOUN
cana-1474	189	29	and	and	CCONJ
cana-1474	189	30	strength	strength	NOUN
cana-1474	189	31	.	.	PUNCT
cana-1474	190	1	the	the	DET
cana-1474	190	2	histogram	histogram	NOUN
cana-1474	190	3	visualization	visualization	NOUN
cana-1474	190	4	helps	help	VERB
cana-1474	190	5	cybersecurity	cybersecurity	NOUN
cana-1474	190	6	experts	expert	NOUN
cana-1474	190	7	to	to	PART
cana-1474	190	8	recognize	recognize	VERB
cana-1474	190	9	that	that	SCONJ
cana-1474	190	10	how	how	SCONJ
cana-1474	190	11	cyber	cyber	NOUN
cana-1474	190	12	assaults	assault	VERB
cana-1474	190	13	patterns	pattern	NOUN
cana-1474	190	14	generally	generally	ADV
cana-1474	190	15	look	look	VERB
cana-1474	190	16	like	like	ADP
cana-1474	190	17	and	and	CCONJ
cana-1474	190	18	where	where	SCONJ
cana-1474	190	19	extra	extra	ADJ
cana-1474	190	20	security	security	NOUN
cana-1474	190	21	can	can	AUX
cana-1474	190	22	be	be	AUX
cana-1474	190	23	needed	need	VERB
cana-1474	190	24	.	.	PUNCT
cana-1474	191	1	the	the	DET
cana-1474	191	2	root	root	NOUN
cana-1474	191	3	of	of	ADP
cana-1474	191	4	that	that	DET
cana-1474	191	5	fallacy	fallacy	NOUN
cana-1474	191	6	/	/	SYM
cana-1474	191	7	number	number	NOUN
cana-1474	191	8	of	of	ADP
cana-1474	191	9	the	the	DET
cana-1474	191	10	samples	sample	NOUN
cana-1474	191	11	is	be	AUX
cana-1474	191	12	called	call	VERB
cana-1474	191	13	as	as	ADP
cana-1474	191	14	mse	mse	NOUN
cana-1474	191	15	.	.	PUNCT
cana-1474	192	1	shown	show	VERB
cana-1474	192	2	in	in	ADP
cana-1474	192	3	figure(14	figure(14	NOUN
cana-1474	192	4	)	)	PUNCT
cana-1474	192	5	.	.	PUNCT
cana-1474	193	1	and	and	CCONJ
cana-1474	193	2	the	the	DET
cana-1474	193	3	image	image	NOUN
cana-1474	193	4	suitable	suitable	ADJ
cana-1474	193	5	shows	show	NOUN
cana-1474	193	6	accuracy	accuracy	NOUN
cana-1474	193	7	although	although	SCONJ
cana-1474	193	8	when	when	SCONJ
cana-1474	193	9	converge	converge	VERB
cana-1474	193	10	towards	towards	ADP
cana-1474	193	11	zero	zero	NUM
cana-1474	193	12	and	and	CCONJ
cana-1474	193	13	are	be	AUX
cana-1474	193	14	near	near	ADJ
cana-1474	193	15	to	to	ADP
cana-1474	193	16	0	0	NUM
cana-1474	193	17	here	here	ADV
cana-1474	193	18	,	,	PUNCT
cana-1474	193	19	mean	mean	VERB
cana-1474	193	20	output	output	NOUN
cana-1474	193	21	is	be	AUX
cana-1474	193	22	most	most	ADV
cana-1474	193	23	accurate	accurate	ADJ
cana-1474	193	24	(	(	PUNCT
cana-1474	193	25	figure	figure	NOUN
cana-1474	193	26	17	17	NUM
cana-1474	193	27	)	)	PUNCT
cana-1474	193	28	.	.	PUNCT
cana-1474	194	1	figure	figure	NOUN
cana-1474	194	2	(	(	PUNCT
cana-1474	194	3	19	19	NUM
cana-1474	194	4	)	)	PUNCT
cana-1474	194	5	gives	give	VERB
cana-1474	194	6	evidence	evidence	NOUN
cana-1474	194	7	,	,	PUNCT
cana-1474	194	8	figure	figure	NOUN
cana-1474	194	9	20	20	NUM
cana-1474	194	10	:	:	PUNCT
cana-1474	194	11	gradient	gradient	ADJ
cana-1474	194	12	exemplification	exemplification	NOUN
cana-1474	194	13	(	(	PUNCT
cana-1474	194	14	behaviour)the	behaviour)the	PRON
cana-1474	194	15	training	training	NOUN
cana-1474	194	16	figure	figure	NOUN
cana-1474	194	17	communications	communication	NOUN
cana-1474	194	18	on	on	ADP
cana-1474	194	19	applied	apply	VERB
cana-1474	194	20	nonlinear	nonlinear	ADJ
cana-1474	194	21	analysis	analysis	NOUN
cana-1474	194	22	issn	issn	NOUN
cana-1474	194	23	:	:	PUNCT
cana-1474	194	24	1074	1074	NUM
cana-1474	194	25	-	-	PUNCT
cana-1474	194	26	133x	133x	NUM
cana-1474	194	27	vol	vol	NOUN
cana-1474	194	28	31	31	NUM
cana-1474	194	29	no	no	NOUN
cana-1474	194	30	.	.	PUNCT
cana-1474	195	1	8s	8s	PROPN
cana-1474	195	2	(	(	PUNCT
cana-1474	195	3	2024	2024	NUM
cana-1474	195	4	)	)	PUNCT
cana-1474	195	5	194	194	NUM
cana-1474	195	6	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-1474	195	7	which	which	PRON
cana-1474	195	8	explains	explain	VERB
cana-1474	195	9	the	the	DET
cana-1474	195	10	behaviour	behaviour	NOUN
cana-1474	195	11	,	,	PUNCT
cana-1474	195	12	depicts	depict	VERB
cana-1474	195	13	error	error	NOUN
cana-1474	195	14	in	in	ADP
cana-1474	195	15	comparing	compare	VERB
cana-1474	195	16	rk-4	rk-4	PUNCT
cana-1474	195	17	with	with	ADP
cana-1474	195	18	target	target	NOUN
cana-1474	195	19	data	datum	NOUN
cana-1474	195	20	for	for	ADP
cana-1474	195	21	different	different	ADJ
cana-1474	195	22	parameters[60,61,62	parameters[60,61,62	NOUN
cana-1474	195	23	]	]	PUNCT
cana-1474	195	24	.	.	PUNCT
cana-1474	196	1	i	i	PRON
cana-1474	196	2	/	/	SYM
cana-1474	197	1	p	p	NOUN
cana-1474	197	2	o	o	NOUN
cana-1474	197	3	/	/	SYM
cana-1474	197	4	p	p	NOUN
cana-1474	197	5	desired	desire	VERB
cana-1474	197	6	value	value	NOUN
cana-1474	197	7	ae	ae	PROPN
cana-1474	197	8	0	0	NUM
cana-1474	197	9	0	0	NUM
cana-1474	197	10	0	0	NUM
cana-1474	197	11	1.94e-07	1.94e-07	NUM
cana-1474	197	12	0.5	0.5	NUM
cana-1474	197	13	0.01	0.01	NUM
cana-1474	197	14	0.56	0.56	NUM
cana-1474	197	15	8.64e-07	8.64e-07	NUM
cana-1474	197	16	1	1	NUM
cana-1474	197	17	0.03	0.03	NUM
cana-1474	197	18	1.03	1.03	NUM
cana-1474	197	19	9.02e-06	9.02e-06	NUM
cana-1474	197	20	1.5	1.5	NUM
cana-1474	197	21	0.04	0.04	NUM
cana-1474	197	22	1.55	1.55	NUM
cana-1474	197	23	5.36e-08	5.36e-08	NUM
cana-1474	197	24	2	2	NUM
cana-1474	197	25	0.06	0.06	NUM
cana-1474	197	26	2.06	2.06	NUM
cana-1474	197	27	7.23e-08	7.23e-08	NUM
cana-1474	197	28	2.5	2.5	NUM
cana-1474	197	29	0.07	0.07	NUM
cana-1474	197	30	2.57	2.57	NUM
cana-1474	197	31	1.02e-07	1.02e-07	NUM
cana-1474	197	32	3	3	NUM
cana-1474	197	33	0.08	0.08	NUM
cana-1474	197	34	2.67	2.67	NUM
cana-1474	197	35	1.23e-06	1.23e-06	NUM
cana-1474	197	36	3.5	3.5	NUM
cana-1474	197	37	0.09	0.09	NUM
cana-1474	197	38	3.67	3.67	NUM
cana-1474	197	39	2.65e-08	2.65e-08	NUM
cana-1474	197	40	4	4	NUM
cana-1474	197	41	0.10	0.10	NUM
cana-1474	197	42	4.51	4.51	NUM
cana-1474	197	43	5.68e-07	5.68e-07	NUM
cana-1474	197	44	4.5	4.5	NUM
cana-1474	197	45	0.11	0.11	NUM
cana-1474	197	46	4.92	4.92	NUM
cana-1474	197	47	4.36e-06	4.36e-06	NUM
cana-1474	197	48	5	5	NUM
cana-1474	197	49	0.13	0.13	NUM
cana-1474	197	50	5.23	5.23	NUM
cana-1474	197	51	2.89e-07	2.89e-07	NUM
cana-1474	197	52	table	table	NOUN
cana-1474	197	53	5	5	NUM
cana-1474	197	54	.	.	PUNCT
cana-1474	197	55	case	case	NOUN
cana-1474	197	56	for	for	ADP
cana-1474	197	57	infected	infected	ADJ
cana-1474	197	58	devices	device	NOUN
cana-1474	197	59	case	case	NOUN
cana-1474	197	60	1	1	NUM
cana-1474	197	61	—	—	PUNCT
cana-1474	197	62	random	random	ADJ
cana-1474	197	63	setups	setup	NOUN
cana-1474	197	64	chosen	choose	VERB
cana-1474	197	65	by	by	ADP
cana-1474	197	66	us	we	PRON
cana-1474	197	67	also	also	ADV
cana-1474	197	68	employ	employ	VERB
cana-1474	197	69	a	a	DET
cana-1474	197	70	similar	similar	ADJ
cana-1474	197	71	process	process	NOUN
cana-1474	197	72	in	in	ADP
cana-1474	197	73	order	order	NOUN
cana-1474	197	74	to	to	PART
cana-1474	197	75	reach	reach	VERB
cana-1474	197	76	the	the	DET
cana-1474	197	77	surrogate	surrogate	ADJ
cana-1474	197	78	answer	answer	NOUN
cana-1474	197	79	.	.	PUNCT
cana-1474	198	1	also	also	ADV
cana-1474	198	2	plotting	plot	VERB
cana-1474	198	3	the	the	DET
cana-1474	198	4	curve	curve	NOUN
cana-1474	198	5	solution	solution	NOUN
cana-1474	198	6	with	with	ADP
cana-1474	198	7	matlab	matlab	PROPN
cana-1474	198	8	in	in	ADP
cana-1474	198	9	next	next	ADJ
cana-1474	198	10	case	case	NOUN
cana-1474	198	11	,	,	PUNCT
cana-1474	198	12	it	it	PRON
cana-1474	198	13	varies	vary	VERB
cana-1474	198	14	with	with	ADP
cana-1474	198	15	birth	birth	NOUN
cana-1474	198	16	percentage(b	percentage(b	NOUN
cana-1474	198	17	)	)	PUNCT
cana-1474	198	18	,	,	PUNCT
cana-1474	198	19	recovery	recovery	NOUN
cana-1474	198	20	percentage	percentage	NOUN
cana-1474	198	21	re	re	NOUN
cana-1474	198	22	:	:	PUNCT
cana-1474	198	23	regeneration	regeneration	NOUN
cana-1474	198	24	stage	stage	NOUN
cana-1474	198	25	)	)	PUNCT
cana-1474	198	26	,	,	PUNCT
cana-1474	198	27	infectious	infectious	ADJ
cana-1474	198	28	recovering	recover	VERB
cana-1474	198	29	stage	stage	NOUN
cana-1474	198	30	(	(	PUNCT
cana-1474	198	31	αrc	αrc	PROPN
cana-1474	198	32	from	from	ADP
cana-1474	198	33	infected	infect	VERB
cana-1474	198	34	recovered/	recovered/	PROPN
cana-1474	198	35	over	over	ADP
cana-1474	198	36	device	device	NOUN
cana-1474	198	37	crash	crash	NOUN
cana-1474	198	38	:(	:(	PUNCT
cana-1474	198	39	m	m	NOUN
cana-1474	198	40	)	)	PUNCT
cana-1474	198	41	)	)	PUNCT
cana-1474	198	42	,	,	PUNCT
cana-1474	198	43	death	death	NOUN
cana-1474	198	44	ratio	ratio	NOUN
cana-1474	198	45	to	to	ADP
cana-1474	198	46	crashed	crash	VERB
cana-1474	198	47	devices	device	NOUN
cana-1474	198	48	(	(	PUNCT
cana-1474	198	49	µnatural	µnatural	ADJ
cana-1474	198	50	or	or	CCONJ
cana-1474	198	51	natural	natural	ADJ
cana-1474	198	52	death	death	NOUN
cana-1474	198	53	)	)	PUNCT
cana-1474	198	54	and	and	CCONJ
cana-1474	198	55	existence	existence	NOUN
cana-1474	198	56	device	device	NOUN
cana-1474	198	57	is	be	AUX
cana-1474	198	58	not	not	PART
cana-1474	198	59	need	need	VERB
cana-1474	198	60	anymore[64	anymore[64	NOUN
cana-1474	198	61	]	]	PUNCT
cana-1474	198	62	.	.	PUNCT
cana-1474	199	1	this	this	PRON
cana-1474	199	2	is	be	AUX
cana-1474	199	3	done	do	VERB
cana-1474	199	4	at	at	ADP
cana-1474	199	5	same	same	ADJ
cana-1474	199	6	time	time	NOUN
cana-1474	199	7	to	to	PART
cana-1474	199	8	hold	hold	VERB
cana-1474	199	9	infection	infection	NOUN
cana-1474	199	10	rate	rate	NOUN
cana-1474	199	11	,	,	PUNCT
cana-1474	199	12	contact	contact	NOUN
cana-1474	199	13	and	and	CCONJ
cana-1474	199	14	the	the	DET
cana-1474	199	15	new	new	ADJ
cana-1474	199	16	vulnerability	vulnerability	NOUN
cana-1474	199	17	of	of	ADP
cana-1474	199	18	device	device	NOUN
cana-1474	199	19	infected	infect	VERB
cana-1474	199	20	in	in	ADP
cana-1474	199	21	this	this	DET
cana-1474	199	22	case	case	NOUN
cana-1474	199	23	devices	device	NOUN
cana-1474	199	24	leaving	leave	VERB
cana-1474	199	25	unprotected	unprotected	ADJ
cana-1474	199	26	are	be	AUX
cana-1474	199	27	either	either	CCONJ
cana-1474	199	28	already	already	ADV
cana-1474	199	29	being	be	AUX
cana-1474	199	30	compromised	compromise	VERB
cana-1474	199	31	may	may	AUX
cana-1474	199	32	be	be	AUX
cana-1474	199	33	due	due	ADJ
cana-1474	199	34	to	to	PART
cana-1474	199	35	download	download	VERB
cana-1474	199	36	instructions	instruction	NOUN
cana-1474	199	37	or	or	CCONJ
cana-1474	199	38	they	they	PRON
cana-1474	199	39	contacting	contact	VERB
cana-1474	199	40	neighbours	neighbour	NOUN
cana-1474	199	41	.	.	PUNCT
cana-1474	200	1	then	then	ADV
cana-1474	200	2	in	in	ADP
cana-1474	200	3	the	the	DET
cana-1474	200	4	forwarding	forwarding	NOUN
cana-1474	200	5	case	case	NOUN
cana-1474	200	6	,	,	PUNCT
cana-1474	200	7	birth	birth	NOUN
cana-1474	200	8	percentage	percentage	NOUN
cana-1474	200	9	recovery	recovery	NOUN
cana-1474	200	10	percentage	percentage	NOUN
cana-1474	200	11	infectious	infectious	ADJ
cana-1474	200	12	recovering	recover	VERB
cana-1474	200	13	stage	stage	NOUN
cana-1474	200	14	device	device	NOUN
cana-1474	200	15	crash	crash	NOUN
cana-1474	200	16	and	and	CCONJ
cana-1474	200	17	exits	exits	AUX
cana-1474	200	18	inputted	inputte	VERB
cana-1474	200	19	as	as	ADP
cana-1474	200	20	constant[65	constant[65	NOUN
cana-1474	200	21	]	]	PUNCT
cana-1474	200	22	.	.	PUNCT
cana-1474	201	1	furthermore	furthermore	ADV
cana-1474	201	2	,	,	PUNCT
cana-1474	201	3	it	it	PRON
cana-1474	201	4	attributes	attribute	VERB
cana-1474	201	5	other	other	ADJ
cana-1474	201	6	variables	variable	NOUN
cana-1474	201	7	like	like	ADP
cana-1474	201	8	:	:	PUNCT
cana-1474	201	9	infection	infection	NOUN
cana-1474	201	10	rates	rate	NOUN
cana-1474	201	11	involving	involve	VERB
cana-1474	201	12	devices	device	NOUN
cana-1474	201	13	left	leave	VERB
cana-1474	201	14	exposed	expose	VERB
cana-1474	201	15	either	either	CCONJ
cana-1474	201	16	to	to	ADP
cana-1474	201	17	the	the	DET
cana-1474	201	18	infected	infected	ADJ
cana-1474	201	19	one	one	NOUN
cana-1474	201	20	or	or	CCONJ
cana-1474	201	21	an	an	DET
cana-1474	201	22	attacked	attack	VERB
cana-1474	201	23	device	device	NOUN
cana-1474	201	24	as	as	SCONJ
cana-1474	201	25	demonstrated	demonstrate	VERB
cana-1474	201	26	in	in	ADP
cana-1474	201	27	figure	figure	NOUN
cana-1474	201	28	(	(	PUNCT
cana-1474	201	29	4	4	NUM
cana-1474	201	30	)	)	PUNCT
cana-1474	201	31	,	,	PUNCT
cana-1474	201	32	contact	contact	NOUN
cana-1474	201	33	rate	rate	NOUN
cana-1474	201	34	and	and	CCONJ
cana-1474	201	35	so	so	ADV
cana-1474	201	36	forth	forth	ADV
cana-1474	201	37	.	.	PUNCT
cana-1474	202	1	the	the	DET
cana-1474	202	2	error	error	NOUN
cana-1474	202	3	is	be	AUX
cana-1474	202	4	calculated	calculate	VERB
cana-1474	202	5	in	in	ADP
cana-1474	202	6	the	the	DET
cana-1474	202	7	histogram	histogram	NOUN
cana-1474	202	8	figure	figure	NOUN
cana-1474	202	9	,	,	PUNCT
cana-1474	202	10	by	by	ADP
cana-1474	202	11	collating	collate	VERB
cana-1474	202	12	output	output	NOUN
cana-1474	202	13	data	datum	NOUN
cana-1474	202	14	vs	vs	ADP
cana-1474	202	15	desired	desire	VERB
cana-1474	202	16	.	.	PUNCT
cana-1474	203	1	as	as	SCONJ
cana-1474	203	2	shown	show	VERB
cana-1474	203	3	in	in	ADP
cana-1474	203	4	figure	figure	NOUN
cana-1474	203	5	8	8	NUM
cana-1474	203	6	,	,	PUNCT
cana-1474	203	7	the	the	DET
cana-1474	203	8	mse	mse	NOUN
cana-1474	203	9	is	be	AUX
cana-1474	203	10	equal	equal	ADJ
cana-1474	203	11	to	to	ADP
cana-1474	203	12	square	square	ADJ
cana-1474	203	13	root	root	NOUN
cana-1474	203	14	of	of	ADP
cana-1474	203	15	total	total	ADJ
cana-1474	203	16	errors	error	NOUN
cana-1474	203	17	by	by	ADP
cana-1474	203	18	number	number	NOUN
cana-1474	203	19	sample	sample	NOUN
cana-1474	203	20	points	point	NOUN
cana-1474	203	21	.	.	PUNCT
cana-1474	204	1	accuracy	accuracy	NOUN
cana-1474	204	2	of	of	ADP
cana-1474	204	3	this	this	DET
cana-1474	204	4	figure	figure	NOUN
cana-1474	204	5	fitting	fitting	ADJ
cana-1474	204	6	.	.	PUNCT
cana-1474	205	1	figure	figure	NOUN
cana-1474	205	2	(	(	PUNCT
cana-1474	205	3	6	6	NUM
cana-1474	205	4	):	):	PUNCT
cana-1474	205	5	countermeasure	countermeasure	NOUN
cana-1474	205	6	to	to	PART
cana-1474	205	7	recognise	recognise	VERB
cana-1474	205	8	the	the	DET
cana-1474	205	9	number	number	NOUN
cana-1474	205	10	of	of	ADP
cana-1474	205	11	cyber	cyber	ADJ
cana-1474	205	12	threats	threat	NOUN
cana-1474	205	13	with	with	ADP
cana-1474	205	14	passage	passage	NOUN
cana-1474	205	15	of	of	ADP
cana-1474	205	16	time	time	NOUN
cana-1474	205	17	.	.	PUNCT
cana-1474	206	1	histogram	histogram	NOUN
cana-1474	206	2	visualizing	visualizing	NOUN
cana-1474	206	3	amount	amount	NOUN
cana-1474	206	4	of	of	ADP
cana-1474	206	5	attacks	attack	NOUN
cana-1474	206	6	in	in	ADP
cana-1474	206	7	a	a	DET
cana-1474	206	8	time	time	NOUN
cana-1474	206	9	span	span	NOUN
cana-1474	206	10	per	per	ADP
cana-1474	206	11	and	and	CCONJ
cana-1474	206	12	distribution	distribution	NOUN
cana-1474	206	13	of	of	ADP
cana-1474	206	14	attack	attack	NOUN
cana-1474	206	15	attributes	attribute	NOUN
cana-1474	206	16	(	(	PUNCT
cana-1474	206	17	duration	duration	NOUN
cana-1474	206	18	/	/	SYM
cana-1474	206	19	duration	duration	NOUN
cana-1474	206	20	range	range	NOUN
cana-1474	206	21	,	,	PUNCT
cana-1474	206	22	type	type	NOUN
cana-1474	206	23	too	too	ADV
cana-1474	206	24	etc	etc	X
cana-1474	206	25	.	.	PUNCT
cana-1474	206	26	)	)	PUNCT
cana-1474	206	27	.	.	PUNCT
cana-1474	207	1	cyber	cyber	PROPN
cana-1474	207	2	security	security	NOUN
cana-1474	207	3	analysts	analyst	NOUN
cana-1474	207	4	can	can	AUX
cana-1474	207	5	gain	gain	VERB
cana-1474	207	6	insight	insight	NOUN
cana-1474	207	7	to	to	ADP
cana-1474	207	8	the	the	DET
cana-1474	207	9	nature	nature	NOUN
cana-1474	207	10	of	of	ADP
cana-1474	207	11	cyberattacks	cyberattack	NOUN
cana-1474	207	12	,	,	PUNCT
cana-1474	207	13	possible	possible	ADJ
cana-1474	207	14	regions	region	NOUN
cana-1474	207	15	where	where	SCONJ
cana-1474	207	16	more	more	ADV
cana-1474	207	17	secure	secure	ADJ
cana-1474	207	18	precautions	precaution	NOUN
cana-1474	207	19	are	be	AUX
cana-1474	207	20	needed	need	VERB
cana-1474	207	21	by	by	ADP
cana-1474	207	22	examining	examine	VERB
cana-1474	207	23	this	this	DET
cana-1474	207	24	histogram	histogram	NOUN
cana-1474	207	25	.	.	PUNCT
cana-1474	208	1	this	this	DET
cana-1474	208	2	plot	plot	NOUN
cana-1474	208	3	is	be	AUX
cana-1474	208	4	shown	show	VERB
cana-1474	208	5	in	in	ADP
cana-1474	208	6	figure	figure	NOUN
cana-1474	208	7	(	(	PUNCT
cana-1474	208	8	7	7	NUM
cana-1474	208	9	)	)	PUNCT
cana-1474	208	10	which	which	PRON
cana-1474	208	11	represents	represent	VERB
cana-1474	208	12	when	when	SCONJ
cana-1474	208	13	all	all	DET
cana-1474	208	14	points	point	NOUN
cana-1474	208	15	on	on	ADP
cana-1474	208	16	the	the	DET
cana-1474	208	17	converged	converged	NOUN
cana-1474	208	18	at	at	ADP
cana-1474	208	19	zero	zero	NUM
cana-1474	208	20	,	,	PUNCT
cana-1474	208	21	or	or	CCONJ
cana-1474	208	22	very	very	ADV
cana-1474	208	23	near	near	ADV
cana-1474	208	24	to	to	ADP
cana-1474	208	25	zero	zero	NUM
cana-1474	208	26	means	mean	VERB
cana-1474	208	27	it	it	PRON
cana-1474	208	28	goes	go	VERB
cana-1474	208	29	accurate	accurate	ADJ
cana-1474	208	30	result	result	NOUN
cana-1474	208	31	.	.	PUNCT
cana-1474	209	1	the	the	DET
cana-1474	209	2	figure	figure	NOUN
cana-1474	209	3	(	(	PUNCT
cana-1474	209	4	9	9	NUM
cana-1474	209	5	)	)	PUNCT
cana-1474	209	6	illustrates	illustrate	VERB
cana-1474	209	7	the	the	DET
cana-1474	209	8	gradient	gradient	ADJ
cana-1474	209	9	behaviour	behaviour	NOUN
cana-1474	209	10	during	during	ADP
cana-1474	209	11	training[66,67	training[66,67	PROPN
cana-1474	209	12	]	]	PUNCT
cana-1474	209	13	.	.	PUNCT
cana-1474	210	1	the	the	DET
cana-1474	210	2	gradient	gradient	NOUN
cana-1474	210	3	that	that	SCONJ
cana-1474	210	4	the	the	DET
cana-1474	210	5	optimising	optimise	VERB
cana-1474	210	6	algorithm	algorithm	NOUN
cana-1474	210	7	is	be	AUX
cana-1474	210	8	with	with	ADP
cana-1474	210	9	respect	respect	NOUN
cana-1474	210	10	to	to	ADP
cana-1474	210	11	network	network	NOUN
cana-1474	210	12	weights	weight	NOUN
cana-1474	210	13	and	and	CCONJ
cana-1474	210	14	it	it	PRON
cana-1474	210	15	tries	try	VERB
cana-1474	210	16	to	to	PART
cana-1474	210	17	learn	learn	VERB
cana-1474	210	18	how	how	SCONJ
cana-1474	210	19	they	they	PRON
cana-1474	210	20	can	can	AUX
cana-1474	210	21	be	be	AUX
cana-1474	210	22	changed	change	VERB
cana-1474	210	23	in	in	ADP
cana-1474	210	24	order	order	NOUN
cana-1474	210	25	for	for	ADP
cana-1474	210	26	better	well	ADJ
cana-1474	210	27	network	network	NOUN
cana-1474	210	28	performance	performance	NOUN
cana-1474	210	29	.	.	PUNCT
cana-1474	211	1	we	we	PRON
cana-1474	211	2	also	also	ADV
cana-1474	211	3	validate	validate	VERB
cana-1474	211	4	the	the	DET
cana-1474	211	5	curves	curve	NOUN
cana-1474	211	6	to	to	PART
cana-1474	211	7	target	target	VERB
cana-1474	211	8	solutions	solution	NOUN
cana-1474	211	9	and	and	CCONJ
cana-1474	211	10	hope	hope	NOUN
cana-1474	211	11	for	for	ADP
cana-1474	211	12	a	a	DET
cana-1474	211	13	regression	regression	NOUN
cana-1474	211	14	of	of	ADP
cana-1474	211	15	1	1	NUM
cana-1474	211	16	with	with	ADP
cana-1474	211	17	respect	respect	NOUN
cana-1474	211	18	to	to	ADP
cana-1474	211	19	all	all	DET
cana-1474	211	20	forecasted	forecast	VERB
cana-1474	211	21	output	output	NOUN
cana-1474	211	22	like	like	SCONJ
cana-1474	211	23	we	we	PRON
cana-1474	211	24	have	have	AUX
cana-1474	211	25	shown	show	VERB
cana-1474	211	26	in	in	ADP
cana-1474	211	27	figure	figure	NOUN
cana-1474	211	28	.	.	PUNCT
cana-1474	212	1	6	6	X
cana-1474	212	2	.	.	X
cana-1474	212	3	conclusion	conclusion	VERB
cana-1474	212	4	artificial	artificial	ADJ
cana-1474	212	5	intelligence	intelligence	NOUN
cana-1474	212	6	based	base	VERB
cana-1474	212	7	technique	technique	NOUN
cana-1474	212	8	is	be	AUX
cana-1474	212	9	artificial	artificial	ADJ
cana-1474	212	10	neural	neural	ADJ
cana-1474	212	11	networks	network	NOUN
cana-1474	212	12	through	through	ADP
cana-1474	212	13	which	which	PRON
cana-1474	212	14	we	we	PRON
cana-1474	212	15	are	be	AUX
cana-1474	212	16	developing	develop	VERB
cana-1474	212	17	the	the	DET
cana-1474	212	18	descriptive	descriptive	ADJ
cana-1474	212	19	model	model	NOUN
cana-1474	212	20	to	to	PART
cana-1474	212	21	simulate	simulate	VERB
cana-1474	212	22	pony	pony	ADJ
cana-1474	212	23	stealer	stealer	NOUN
cana-1474	212	24	in	in	ADP
cana-1474	212	25	developed	develop	VERB
cana-1474	212	26	connection	connection	NOUN
cana-1474	212	27	.	.	PUNCT
cana-1474	213	1	the	the	DET
cana-1474	213	2	model	model	NOUN
cana-1474	213	3	is	be	AUX
cana-1474	213	4	compartmental	compartmental	ADJ
cana-1474	213	5	communications	communication	NOUN
cana-1474	213	6	on	on	ADP
cana-1474	213	7	applied	apply	VERB
cana-1474	213	8	nonlinear	nonlinear	ADJ
cana-1474	213	9	analysis	analysis	NOUN
cana-1474	213	10	issn	issn	NOUN
cana-1474	213	11	:	:	PUNCT
cana-1474	213	12	1074	1074	NUM
cana-1474	213	13	-	-	PUNCT
cana-1474	213	14	133x	133x	NUM
cana-1474	213	15	vol	vol	NOUN
cana-1474	213	16	31	31	NUM
cana-1474	213	17	no	no	NOUN
cana-1474	213	18	.	.	PUNCT
cana-1474	214	1	8s	8s	PROPN
cana-1474	214	2	(	(	PUNCT
cana-1474	214	3	2024	2024	NUM
cana-1474	214	4	)	)	PUNCT
cana-1474	214	5	195	195	NUM
cana-1474	214	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1474	214	7	in	in	ADP
cana-1474	214	8	that	that	SCONJ
cana-1474	214	9	it	it	PRON
cana-1474	214	10	views	view	VERB
cana-1474	214	11	both	both	DET
cana-1474	214	12	symptomless	symptomless	ADJ
cana-1474	214	13	devices	device	NOUN
cana-1474	214	14	and	and	CCONJ
cana-1474	214	15	exposed	expose	VERB
cana-1474	214	16	,	,	PUNCT
cana-1474	214	17	susceptible	susceptible	ADJ
cana-1474	214	18	,	,	PUNCT
cana-1474	214	19	infectious	infectious	ADJ
cana-1474	214	20	and	and	CCONJ
cana-1474	214	21	recovered	recover	VERB
cana-1474	214	22	as	as	ADP
cana-1474	214	23	separate	separate	ADJ
cana-1474	214	24	systems	system	NOUN
cana-1474	214	25	connected	connect	VERB
cana-1474	214	26	through	through	ADP
cana-1474	214	27	a	a	DET
cana-1474	214	28	common	common	ADJ
cana-1474	214	29	server	server	NOUN
cana-1474	214	30	.	.	PUNCT
cana-1474	215	1	there	there	PRON
cana-1474	215	2	are	be	VERB
cana-1474	215	3	,	,	PUNCT
cana-1474	215	4	however	however	ADV
cana-1474	215	5	,	,	PUNCT
cana-1474	215	6	infections	infection	NOUN
cana-1474	215	7	that	that	PRON
cana-1474	215	8	may	may	AUX
cana-1474	215	9	be	be	AUX
cana-1474	215	10	transmitted	transmit	VERB
cana-1474	215	11	when	when	SCONJ
cana-1474	215	12	the	the	DET
cana-1474	215	13	carrier	carrier	NOUN
cana-1474	215	14	of	of	ADP
cana-1474	215	15	a	a	DET
cana-1474	215	16	pathogen	pathogen	NOUN
cana-1474	215	17	has	have	VERB
cana-1474	215	18	no	no	DET
cana-1474	215	19	symptoms	symptom	NOUN
cana-1474	215	20	(	(	PUNCT
cana-1474	215	21	e.g.	e.g.	ADV
cana-1474	215	22	although	although	SCONJ
cana-1474	215	23	not	not	PART
cana-1474	215	24	all	all	PRON
cana-1474	215	25	of	of	ADP
cana-1474	215	26	the	the	DET
cana-1474	215	27	devices	device	NOUN
cana-1474	215	28	listed	list	VERB
cana-1474	215	29	here	here	ADV
cana-1474	215	30	are	be	AUX
cana-1474	215	31	generally	generally	ADV
cana-1474	215	32	used	use	VERB
cana-1474	215	33	in	in	ADP
cana-1474	215	34	cyber	cyber	ADJ
cana-1474	215	35	security	security	NOUN
cana-1474	215	36	models	model	NOUN
cana-1474	215	37	,	,	PUNCT
cana-1474	215	38	it	it	PRON
cana-1474	215	39	is	be	AUX
cana-1474	215	40	important	important	ADJ
cana-1474	215	41	to	to	PART
cana-1474	215	42	have	have	VERB
cana-1474	215	43	a	a	DET
cana-1474	215	44	complete	complete	ADJ
cana-1474	215	45	classificationand	classificationand	NOUN
cana-1474	215	46	infection	infection	NOUN
cana-1474	215	47	-	-	PUNCT
cana-1474	215	48	devices	device	NOUN
cana-1474	215	49	include	include	VERB
cana-1474	215	50	those	those	DET
cana-1474	215	51	viruses	virus	NOUN
cana-1474	215	52	that	that	PRON
cana-1474	215	53	can	can	AUX
cana-1474	215	54	be	be	AUX
cana-1474	215	55	traced	trace	VERB
cana-1474	215	56	by	by	ADP
cana-1474	215	57	means	mean	NOUN
cana-1474	215	58	of	of	ADP
cana-1474	215	59	infections	infection	NOUN
cana-1474	215	60	facilities	facility	NOUN
cana-1474	215	61	for	for	SCONJ
cana-1474	215	62	they	they	PRON
cana-1474	215	63	usually	usually	ADV
cana-1474	215	64	aim	aim	VERB
cana-1474	215	65	at	at	ADP
cana-1474	215	66	enabling	enable	VERB
cana-1474	215	67	an	an	DET
cana-1474	215	68	unintended	unintended	ADJ
cana-1474	215	69	access	access	NOUN
cana-1474	215	70	shared	share	VERB
cana-1474	215	71	and	and	CCONJ
cana-1474	215	72	written	write	VERB
cana-1474	215	73	from	from	ADP
cana-1474	215	74	remote	remote	ADJ
cana-1474	215	75	site	site	NOUN
cana-1474	215	76	(	(	PUNCT
cana-1474	215	77	wherefrom	wherefrom	ADP
cana-1474	215	78	collecting	collect	VERB
cana-1474	215	79	user	user	NOUN
cana-1474	215	80	data	datum	NOUN
cana-1474	215	81	might	might	AUX
cana-1474	215	82	be	be	AUX
cana-1474	215	83	possible	possible	ADJ
cana-1474	215	84	)	)	PUNCT
cana-1474	216	1	[	[	X
cana-1474	216	2	68	68	NUM
cana-1474	216	3	]	]	PUNCT
cana-1474	216	4	.	.	PUNCT
cana-1474	217	1	in	in	ADP
cana-1474	217	2	actual	actual	ADJ
cana-1474	217	3	world	world	NOUN
cana-1474	217	4	these	these	DET
cana-1474	217	5	process	process	NOUN
cana-1474	217	6	are	be	AUX
cana-1474	217	7	governed	govern	VERB
cana-1474	217	8	by	by	ADP
cana-1474	217	9	a	a	DET
cana-1474	217	10	system	system	NOUN
cana-1474	217	11	of	of	ADP
cana-1474	217	12	ode	ode	PROPN
cana-1474	217	13	.	.	PUNCT
cana-1474	218	1	they	they	PRON
cana-1474	218	2	can	can	AUX
cana-1474	218	3	resolve	resolve	VERB
cana-1474	218	4	the	the	DET
cana-1474	218	5	ode	ode	ADJ
cana-1474	218	6	method	method	NOUN
cana-1474	218	7	beneath	beneath	ADP
cana-1474	218	8	epidemic	epidemic	NOUN
cana-1474	218	9	model	model	NOUN
cana-1474	218	10	by	by	ADP
cana-1474	218	11	employing	employ	VERB
cana-1474	218	12	machine	machine	NOUN
cana-1474	218	13	learning	learning	NOUN
cana-1474	218	14	methods	method	NOUN
cana-1474	218	15	based	base	VERB
cana-1474	218	16	on	on	ADP
cana-1474	218	17	deep	deep	ADJ
cana-1474	218	18	neural	neural	ADJ
cana-1474	218	19	training	training	NOUN
cana-1474	218	20	[	[	X
cana-1474	218	21	69	69	NUM
cana-1474	218	22	]	]	PUNCT
cana-1474	218	23	.	.	PUNCT
cana-1474	219	1	we	we	PRON
cana-1474	219	2	will	will	AUX
cana-1474	219	3	make	make	VERB
cana-1474	219	4	a	a	DET
cana-1474	219	5	single	single	ADJ
cana-1474	219	6	layer	layer	NOUN
cana-1474	219	7	per	per	ADP
cana-1474	219	8	node	node	NOUN
cana-1474	219	9	and	and	CCONJ
cana-1474	219	10	equation	equation	NOUN
cana-1474	219	11	for	for	ADP
cana-1474	219	12	one	one	NUM
cana-1474	219	13	hidden	hide	VERB
cana-1474	219	14	layers	layer	NOUN
cana-1474	219	15	of	of	ADP
cana-1474	219	16	matlab	matlab	PROPN
cana-1474	219	17	nodes	node	NOUN
cana-1474	219	18	arteries	artery	NOUN
cana-1474	219	19	,	,	PUNCT
cana-1474	219	20	then	then	ADV
cana-1474	219	21	creating	create	VERB
cana-1474	219	22	the	the	DET
cana-1474	219	23	rk-4	rk-4	PRON
cana-1474	219	24	reference	reference	NOUN
cana-1474	219	25	solution	solution	NOUN
cana-1474	219	26	.	.	PUNCT
cana-1474	220	1	which	which	PRON
cana-1474	220	2	is	be	AUX
cana-1474	220	3	then	then	ADV
cana-1474	220	4	used	use	VERB
cana-1474	220	5	in	in	ADP
cana-1474	220	6	the	the	DET
cana-1474	220	7	training	training	NOUN
cana-1474	220	8	testing	testing	NOUN
cana-1474	220	9	.	.	PUNCT
cana-1474	221	1	validation	validation	NOUN
cana-1474	221	2	steps	step	NOUN
cana-1474	221	3	of	of	ADP
cana-1474	221	4	levenberg	levenberg	PROPN
cana-1474	221	5	marquardt	marquardt	PROPN
cana-1474	221	6	algorithm	algorithm	PROPN
cana-1474	221	7	.	.	PUNCT
cana-1474	222	1	the	the	DET
cana-1474	222	2	outcome	outcome	NOUN
cana-1474	222	3	of	of	ADP
cana-1474	222	4	these	these	DET
cana-1474	222	5	graphical	graphical	ADJ
cana-1474	222	6	analysis	analysis	NOUN
cana-1474	222	7	disclose	disclose	VERB
cana-1474	222	8	that	that	SCONJ
cana-1474	222	9	applied	apply	VERB
cana-1474	222	10	approach	approach	NOUN
cana-1474	222	11	is	be	AUX
cana-1474	222	12	true	true	ADJ
cana-1474	222	13	and	and	CCONJ
cana-1474	222	14	efficient	efficient	ADJ
cana-1474	222	15	as	as	ADP
cana-1474	222	16	this	this	DET
cana-1474	222	17	presents	present	NOUN
cana-1474	222	18	least	least	ADV
cana-1474	222	19	absolute	absolute	ADJ
cana-1474	222	20	errors	error	NOUN
cana-1474	222	21	when	when	SCONJ
cana-1474	222	22	compared	compare	VERB
cana-1474	222	23	with	with	ADP
cana-1474	222	24	well	well	ADV
cana-1474	222	25	-	-	PUNCT
cana-1474	222	26	known	know	VERB
cana-1474	222	27	methods	method	NOUN
cana-1474	222	28	in	in	ADP
cana-1474	222	29	front	front	NOUN
cana-1474	222	30	of	of	ADP
cana-1474	222	31	approximate	approximate	ADJ
cana-1474	222	32	solutions	solution	NOUN
cana-1474	222	33	,	,	PUNCT
cana-1474	222	34	analytical	analytical	ADJ
cana-1474	222	35	answers	answer	NOUN
cana-1474	222	36	.	.	PUNCT
cana-1474	223	1	furthermore	furthermore	ADV
cana-1474	223	2	,	,	PUNCT
cana-1474	223	3	the	the	DET
cana-1474	223	4	performance	performance	NOUN
cana-1474	223	5	indicator	indicator	NOUN
cana-1474	223	6	values	value	NOUN
cana-1474	223	7	were	be	AUX
cana-1474	223	8	approaching	approach	VERB
cana-1474	223	9	zero	zero	NUM
cana-1474	223	10	which	which	PRON
cana-1474	223	11	is	be	AUX
cana-1474	223	12	evidence	evidence	NOUN
cana-1474	223	13	of	of	ADP
cana-1474	223	14	a	a	DET
cana-1474	223	15	superior	superior	ADJ
cana-1474	223	16	outcome	outcome	NOUN
cana-1474	223	17	modelling	modelling	NOUN
cana-1474	223	18	.	.	PUNCT
cana-1474	224	1	references	reference	NOUN
cana-1474	224	2	:	:	PUNCT
cana-1474	225	1	[	[	X
cana-1474	225	2	1	1	X
cana-1474	225	3	]	]	X
cana-1474	225	4	o.	o.	PROPN
cana-1474	225	5	david	david	PROPN
cana-1474	225	6	,	,	PUNCT
cana-1474	225	7	s.	s.	PROPN
cana-1474	225	8	sarkar	sarkar	PROPN
cana-1474	225	9	,	,	PUNCT
cana-1474	225	10	n.	n.	PROPN
cana-1474	225	11	kammerer	kammerer	PROPN
cana-1474	225	12	,	,	PUNCT
cana-1474	225	13	c.	c.	PROPN
cana-1474	225	14	nantermoz	nantermoz	PROPN
cana-1474	225	15	,	,	PUNCT
cana-1474	225	16	f.	f.	PROPN
cana-1474	225	17	m.	m.	PROPN
cana-1474	225	18	de	de	X
cana-1474	225	19	chamisso	chamisso	PROPN
cana-1474	225	20	,	,	PUNCT
cana-1474	225	21	b.	b.	PROPN
cana-1474	225	22	meden	meden	PROPN
cana-1474	225	23	,	,	PUNCT
cana-1474	225	24	j.-p	j.-p	PROPN
cana-1474	225	25	.	.	PUNCT
cana-1474	225	26	friconneau	friconneau	PROPN
cana-1474	225	27	,	,	PUNCT
cana-1474	225	28	and	and	CCONJ
cana-1474	225	29	j.-p	j.-p	PROPN
cana-1474	225	30	.	.	PUNCT
cana-1474	226	1	martins	martin	NOUN
cana-1474	226	2	,	,	PUNCT
cana-1474	226	3	‘	'	PUNCT
cana-1474	226	4	‘	'	PUNCT
cana-1474	226	5	digital	digital	ADJ
cana-1474	226	6	assistances	assistance	NOUN
cana-1474	226	7	in	in	ADP
cana-1474	226	8	remote	remote	ADJ
cana-1474	226	9	operations	operation	NOUN
cana-1474	226	10	for	for	ADP
cana-1474	226	11	iter	iter	NOUN
cana-1474	226	12	test	test	NOUN
cana-1474	226	13	blanket	blanket	NOUN
cana-1474	226	14	system	system	NOUN
cana-1474	226	15	replacement	replacement	NOUN
cana-1474	226	16	:	:	PUNCT
cana-1474	226	17	an	an	DET
cana-1474	226	18	experimental	experimental	ADJ
cana-1474	226	19	validation	validation	NOUN
cana-1474	226	20	,	,	PUNCT
cana-1474	226	21	’’	’'	PUNCT
cana-1474	226	22	fusion	fusion	NOUN
cana-1474	226	23	eng	eng	PROPN
cana-1474	226	24	.	.	PUNCT
cana-1474	227	1	des	des	PROPN
cana-1474	227	2	.	.	PROPN
cana-1474	227	3	,	,	PUNCT
cana-1474	227	4	vol	vol	NOUN
cana-1474	227	5	.	.	PROPN
cana-1474	228	1	188	188	NUM
cana-1474	228	2	,	,	PUNCT
cana-1474	228	3	mar	mar	PROPN
cana-1474	228	4	.	.	PROPN
cana-1474	228	5	2023	2023	NUM
cana-1474	228	6	,	,	PUNCT
cana-1474	228	7	art	art	NOUN
cana-1474	228	8	.	.	PUNCT
cana-1474	229	1	no	no	INTJ
cana-1474	229	2	.	.	NOUN
cana-1474	229	3	113425	113425	NUM
cana-1474	229	4	.	.	PUNCT
cana-1474	230	1	[	[	X
cana-1474	230	2	2	2	X
cana-1474	230	3	]	]	PUNCT
cana-1474	230	4	p.	p.	PROPN
cana-1474	230	5	xiao	xiao	PROPN
cana-1474	230	6	,	,	PUNCT
cana-1474	230	7	z.	z.	PROPN
cana-1474	230	8	qin	qin	PROPN
cana-1474	230	9	,	,	PUNCT
cana-1474	230	10	d.	d.	PROPN
cana-1474	230	11	chen	chen	PROPN
cana-1474	230	12	,	,	PUNCT
cana-1474	230	13	n.	n.	PROPN
cana-1474	230	14	zhang	zhang	PROPN
cana-1474	230	15	,	,	PUNCT
cana-1474	230	16	y.	y.	PROPN
cana-1474	230	17	ding	ding	PROPN
cana-1474	230	18	,	,	PUNCT
cana-1474	230	19	f.	f.	PROPN
cana-1474	230	20	deng	deng	PROPN
cana-1474	230	21	,	,	PUNCT
cana-1474	230	22	z.	z.	PROPN
cana-1474	230	23	qin	qin	PROPN
cana-1474	230	24	,	,	PUNCT
cana-1474	230	25	and	and	CCONJ
cana-1474	230	26	m.	m.	NOUN
cana-1474	230	27	pang	pang	NOUN
cana-1474	230	28	,	,	PUNCT
cana-1474	230	29	‘	'	PUNCT
cana-1474	230	30	‘	'	PUNCT
cana-1474	230	31	fastnet	fastnet	NOUN
cana-1474	230	32	:	:	PUNCT
cana-1474	230	33	a	a	DET
cana-1474	230	34	lightweight	lightweight	ADJ
cana-1474	230	35	convolutional	convolutional	ADJ
cana-1474	230	36	neural	neural	ADJ
cana-1474	230	37	network	network	NOUN
cana-1474	230	38	for	for	ADP
cana-1474	230	39	tumors	tumor	NOUN
cana-1474	230	40	fast	fast	VERB
cana-1474	230	41	identification	identification	NOUN
cana-1474	230	42	in	in	ADP
cana-1474	230	43	mobile	mobile	ADJ
cana-1474	230	44	-	-	PUNCT
cana-1474	230	45	computer	computer	NOUN
cana-1474	230	46	-	-	PUNCT
cana-1474	230	47	assisted	assist	VERB
cana-1474	230	48	devices	device	NOUN
cana-1474	230	49	,	,	PUNCT
cana-1474	230	50	’’	’'	PUNCT
cana-1474	230	51	ieee	ieee	NOUN
cana-1474	230	52	internet	internet	NOUN
cana-1474	230	53	things	thing	NOUN
cana-1474	230	54	j.	j.	PROPN
cana-1474	230	55	,	,	PUNCT
cana-1474	230	56	vol	vol	NOUN
cana-1474	230	57	.	.	PROPN
cana-1474	230	58	10	10	NUM
cana-1474	230	59	,	,	PUNCT
cana-1474	230	60	no	no	INTJ
cana-1474	230	61	.	.	NOUN
cana-1474	230	62	11	11	NUM
cana-1474	230	63	,	,	PUNCT
cana-1474	230	64	pp	pp	ADJ
cana-1474	230	65	.	.	PUNCT
cana-1474	231	1	9878–9891	9878–9891	NUM
cana-1474	231	2	,	,	PUNCT
cana-1474	231	3	jun	jun	PROPN
cana-1474	231	4	.	.	PROPN
cana-1474	231	5	2023	2023	NUM
cana-1474	231	6	.	.	PUNCT
cana-1474	232	1	[	[	X
cana-1474	232	2	3	3	NUM
cana-1474	232	3	]	]	PUNCT
cana-1474	232	4	a.	a.	PROPN
cana-1474	232	5	s.	s.	PROPN
cana-1474	232	6	alsafran	alsafran	PROPN
cana-1474	232	7	,	,	PUNCT
cana-1474	232	8	‘	'	PUNCT
cana-1474	232	9	‘	'	PUNCT
cana-1474	232	10	a	a	DET
cana-1474	232	11	feasibility	feasibility	NOUN
cana-1474	232	12	study	study	NOUN
cana-1474	232	13	of	of	ADP
cana-1474	232	14	implementing	implement	VERB
cana-1474	232	15	ieee	ieee	NOUN
cana-1474	232	16	1547	1547	NUM
cana-1474	232	17	and	and	CCONJ
cana-1474	232	18	ieee	ieee	NOUN
cana-1474	232	19	2030	2030	NUM
cana-1474	232	20	standards	standard	NOUN
cana-1474	232	21	for	for	ADP
cana-1474	232	22	microgrid	microgrid	NOUN
cana-1474	232	23	in	in	ADP
cana-1474	232	24	the	the	DET
cana-1474	232	25	kingdom	kingdom	NOUN
cana-1474	232	26	of	of	ADP
cana-1474	232	27	saudi	saudi	PROPN
cana-1474	232	28	arabia	arabia	PROPN
cana-1474	232	29	,	,	PUNCT
cana-1474	232	30	’’	’'	PUNCT
cana-1474	232	31	energies	energy	NOUN
cana-1474	232	32	,	,	PUNCT
cana-1474	232	33	vol	vol	NOUN
cana-1474	232	34	.	.	PROPN
cana-1474	233	1	16	16	NUM
cana-1474	233	2	,	,	PUNCT
cana-1474	233	3	no	no	INTJ
cana-1474	233	4	.	.	NOUN
cana-1474	233	5	4	4	NUM
cana-1474	233	6	,	,	PUNCT
cana-1474	233	7	p.	p.	NOUN
cana-1474	233	8	1777	1777	NUM
cana-1474	233	9	,	,	PUNCT
cana-1474	233	10	feb	feb	PROPN
cana-1474	233	11	.	.	PROPN
cana-1474	233	12	2023	2023	NUM
cana-1474	233	13	.	.	PUNCT
cana-1474	234	1	[	[	X
cana-1474	234	2	4	4	NUM
cana-1474	234	3	]	]	X
cana-1474	234	4	r.	r.	NOUN
cana-1474	234	5	pinciroli	pinciroli	PROPN
cana-1474	234	6	and	and	CCONJ
cana-1474	234	7	c.	c.	PROPN
cana-1474	234	8	trubiani	trubiani	PROPN
cana-1474	234	9	,	,	PUNCT
cana-1474	234	10	‘	'	PUNCT
cana-1474	234	11	‘	'	PUNCT
cana-1474	234	12	performance	performance	NOUN
cana-1474	234	13	analysis	analysis	NOUN
cana-1474	234	14	of	of	ADP
cana-1474	234	15	fault	fault	NOUN
cana-1474	234	16	-	-	PUNCT
cana-1474	234	17	tolerant	tolerant	ADJ
cana-1474	234	18	multiagent	multiagent	NOUN
cana-1474	234	19	coordination	coordination	NOUN
cana-1474	234	20	mechanisms	mechanism	NOUN
cana-1474	234	21	,	,	PUNCT
cana-1474	234	22	’’	’'	PUNCT
cana-1474	234	23	ieee	ieee	NOUN
cana-1474	234	24	trans	trans	PROPN
cana-1474	234	25	.	.	PUNCT
cana-1474	235	1	ind	ind	NOUN
cana-1474	235	2	.	.	PUNCT
cana-1474	236	1	informat	informat	PROPN
cana-1474	236	2	.	.	PUNCT
cana-1474	236	3	,	,	PUNCT
cana-1474	236	4	vol	vol	NOUN
cana-1474	236	5	.	.	PROPN
cana-1474	236	6	19	19	NUM
cana-1474	236	7	,	,	PUNCT
cana-1474	236	8	no	no	INTJ
cana-1474	236	9	.	.	NOUN
cana-1474	236	10	9	9	NUM
cana-1474	236	11	,	,	PUNCT
cana-1474	236	12	pp	pp	ADJ
cana-1474	236	13	.	.	PUNCT
cana-1474	237	1	9821–9832	9821–9832	NUM
cana-1474	237	2	,	,	PUNCT
cana-1474	237	3	sep	sep	PROPN
cana-1474	237	4	.	.	PROPN
cana-1474	238	1	2023	2023	NUM
cana-1474	238	2	.	.	PUNCT
cana-1474	239	1	[	[	X
cana-1474	239	2	5	5	NUM
cana-1474	239	3	]	]	PUNCT
cana-1474	239	4	m.	m.	NOUN
cana-1474	239	5	aizat	aizat	PROPN
cana-1474	239	6	,	,	PUNCT
cana-1474	239	7	a.	a.	PROPN
cana-1474	239	8	azmin	azmin	PROPN
cana-1474	239	9	,	,	PUNCT
cana-1474	239	10	and	and	CCONJ
cana-1474	239	11	w.	w.	PROPN
cana-1474	239	12	rahiman	rahiman	PROPN
cana-1474	239	13	,	,	PUNCT
cana-1474	239	14	‘	'	PUNCT
cana-1474	239	15	‘	'	PUNCT
cana-1474	239	16	a	a	DET
cana-1474	239	17	survey	survey	NOUN
cana-1474	239	18	on	on	ADP
cana-1474	239	19	navigation	navigation	NOUN
cana-1474	239	20	approaches	approach	NOUN
cana-1474	239	21	for	for	ADP
cana-1474	239	22	automated	automate	VERB
cana-1474	239	23	guided	guide	VERB
cana-1474	239	24	vehicle	vehicle	NOUN
cana-1474	239	25	robots	robot	NOUN
cana-1474	239	26	in	in	ADP
cana-1474	239	27	dynamic	dynamic	ADJ
cana-1474	239	28	surrounding	surrounding	NOUN
cana-1474	239	29	,	,	PUNCT
cana-1474	239	30	’’	’'	PUNCT
cana-1474	239	31	ieee	ieee	NOUN
cana-1474	239	32	access	access	NOUN
cana-1474	239	33	,	,	PUNCT
cana-1474	239	34	vol	vol	NOUN
cana-1474	239	35	.	.	PROPN
cana-1474	239	36	11	11	NUM
cana-1474	239	37	,	,	PUNCT
cana-1474	239	38	pp	pp	ADJ
cana-1474	239	39	.	.	PUNCT
cana-1474	240	1	33934–33955	33934–33955	NUM
cana-1474	240	2	,	,	PUNCT
cana-1474	240	3	2023	2023	NUM
cana-1474	240	4	.	.	PUNCT
cana-1474	241	1	[	[	X
cana-1474	241	2	6	6	NUM
cana-1474	241	3	]	]	X
cana-1474	241	4	r.	r.	PROPN
cana-1474	241	5	chengoden	chengoden	PROPN
cana-1474	241	6	,	,	PUNCT
cana-1474	241	7	n.	n.	NOUN
cana-1474	241	8	victor	victor	NOUN
cana-1474	241	9	,	,	PUNCT
cana-1474	241	10	t.	t.	PROPN
cana-1474	241	11	huynh	huynh	PROPN
cana-1474	241	12	-	-	PROPN
cana-1474	241	13	the	the	PROPN
cana-1474	241	14	,	,	PUNCT
cana-1474	241	15	g.	g.	PROPN
cana-1474	241	16	yenduri	yenduri	PROPN
cana-1474	241	17	,	,	PUNCT
cana-1474	241	18	r.	r.	PROPN
cana-1474	241	19	h.	h.	PROPN
cana-1474	241	20	jhaveri	jhaveri	PROPN
cana-1474	241	21	,	,	PUNCT
cana-1474	241	22	m.	m.	NOUN
cana-1474	241	23	alazab	alazab	PROPN
cana-1474	241	24	,	,	PUNCT
cana-1474	241	25	s.	s.	PROPN
cana-1474	241	26	bhattacharya	bhattacharya	PROPN
cana-1474	241	27	,	,	PUNCT
cana-1474	241	28	p.	p.	NOUN
cana-1474	241	29	hegde	hegde	NOUN
cana-1474	241	30	,	,	PUNCT
cana-1474	241	31	p.	p.	PROPN
cana-1474	241	32	k.	k.	PROPN
cana-1474	242	1	r.	r.	PROPN
cana-1474	242	2	maddikunta	maddikunta	PROPN
cana-1474	242	3	,	,	PUNCT
cana-1474	242	4	and	and	CCONJ
cana-1474	242	5	t.	t.	PROPN
cana-1474	242	6	r.	r.	PROPN
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cana-1474	242	8	,	,	PUNCT
cana-1474	242	9	‘	'	PUNCT
cana-1474	242	10	‘	'	PUNCT
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cana-1474	242	12	for	for	ADP
cana-1474	242	13	healthcare	healthcare	NOUN
cana-1474	242	14	:	:	PUNCT
cana-1474	242	15	a	a	DET
cana-1474	242	16	survey	survey	NOUN
cana-1474	242	17	on	on	ADP
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cana-1474	242	19	applications	application	NOUN
cana-1474	242	20	,	,	PUNCT
cana-1474	242	21	challenges	challenge	NOUN
cana-1474	242	22	and	and	CCONJ
cana-1474	242	23	future	future	ADJ
cana-1474	242	24	directions	direction	NOUN
cana-1474	242	25	,	,	PUNCT
cana-1474	242	26	’’	’'	PUNCT
cana-1474	242	27	ieee	ieee	NOUN
cana-1474	242	28	access	access	NOUN
cana-1474	242	29	,	,	PUNCT
cana-1474	242	30	vol	vol	NOUN
cana-1474	242	31	.	.	PROPN
cana-1474	243	1	11	11	NUM
cana-1474	243	2	,	,	PUNCT
cana-1474	243	3	pp	pp	ADJ
cana-1474	243	4	.	.	PUNCT
cana-1474	244	1	12765–12795	12765–12795	NUM
cana-1474	244	2	,	,	PUNCT
cana-1474	244	3	2023	2023	NUM
cana-1474	244	4	.	.	PUNCT
cana-1474	245	1	[	[	X
cana-1474	245	2	7	7	X
cana-1474	245	3	]	]	X
cana-1474	245	4	j.	j.	PROPN
cana-1474	245	5	callenes	callenes	PROPN
cana-1474	245	6	and	and	CCONJ
cana-1474	245	7	m.	m.	PROPN
cana-1474	245	8	poshtan	poshtan	PROPN
cana-1474	245	9	,	,	PUNCT
cana-1474	245	10	‘	'	PUNCT
cana-1474	245	11	‘	'	PUNCT
cana-1474	245	12	dynamic	dynamic	ADJ
cana-1474	245	13	reconfiguration	reconfiguration	NOUN
cana-1474	245	14	for	for	ADP
cana-1474	245	15	resilient	resilient	ADJ
cana-1474	245	16	state	state	NOUN
cana-1474	245	17	estimation	estimation	NOUN
cana-1474	245	18	against	against	ADP
cana-1474	245	19	cyber	cyber	NOUN
cana-1474	245	20	attacks	attack	NOUN
cana-1474	245	21	,	,	PUNCT
cana-1474	245	22	’’	’'	PUNCT
cana-1474	245	23	ieee	ieee	NOUN
cana-1474	245	24	trans	trans	PROPN
cana-1474	245	25	.	.	PUNCT
cana-1474	245	26	emerg	emerg	PROPN
cana-1474	245	27	.	.	PUNCT
cana-1474	246	1	topics	topic	NOUN
cana-1474	246	2	comput	comput	ADJ
cana-1474	246	3	.	.	PUNCT
cana-1474	247	1	,	,	PUNCT
cana-1474	247	2	pp	pp	PROPN
cana-1474	247	3	.	.	PUNCT
cana-1474	248	1	1–12	1–12	NOUN
cana-1474	248	2	,	,	PUNCT
cana-1474	248	3	apr	apr	PROPN
cana-1474	248	4	.	.	PROPN
cana-1474	248	5	2023	2023	NUM
cana-1474	248	6	.	.	PUNCT
cana-1474	249	1	[	[	X
cana-1474	249	2	8	8	NUM
cana-1474	249	3	]	]	X
cana-1474	249	4	d.	d.	PROPN
cana-1474	249	5	p.	p.	PROPN
cana-1474	249	6	möller	möller	PROPN
cana-1474	249	7	,	,	PUNCT
cana-1474	249	8	‘	'	PUNCT
cana-1474	249	9	‘	'	PUNCT
cana-1474	249	10	cyberattacker	cyberattacker	NOUN
cana-1474	249	11	profiles	profile	NOUN
cana-1474	249	12	,	,	PUNCT
cana-1474	249	13	cyberattack	cyberattack	NOUN
cana-1474	249	14	models	model	NOUN
cana-1474	249	15	and	and	CCONJ
cana-1474	249	16	scenarios	scenario	NOUN
cana-1474	249	17	,	,	PUNCT
cana-1474	249	18	and	and	CCONJ
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cana-1474	249	20	ontology	ontology	NOUN
cana-1474	249	21	,	,	PUNCT
cana-1474	249	22	’’	’'	PUNCT
cana-1474	249	23	in	in	ADP
cana-1474	249	24	guide	guide	NOUN
cana-1474	249	25	to	to	ADP
cana-1474	249	26	cybersecurity	cybersecurity	NOUN
cana-1474	249	27	in	in	ADP
cana-1474	249	28	digital	digital	ADJ
cana-1474	249	29	transformation	transformation	NOUN
cana-1474	249	30	:	:	PUNCT
cana-1474	249	31	trends	trend	NOUN
cana-1474	249	32	,	,	PUNCT
cana-1474	249	33	methods	method	NOUN
cana-1474	249	34	,	,	PUNCT
cana-1474	249	35	technologies	technology	NOUN
cana-1474	249	36	,	,	PUNCT
cana-1474	249	37	applications	application	NOUN
cana-1474	249	38	and	and	CCONJ
cana-1474	249	39	best	good	ADJ
cana-1474	249	40	practices	practice	NOUN
cana-1474	249	41	.	.	PUNCT
cana-1474	250	1	berlin	berlin	PROPN
cana-1474	250	2	,	,	PUNCT
cana-1474	250	3	germany	germany	PROPN
cana-1474	250	4	:	:	PUNCT
cana-1474	250	5	springer	springer	NOUN
cana-1474	250	6	,	,	PUNCT
cana-1474	250	7	2023	2023	NUM
cana-1474	250	8	,	,	PUNCT
cana-1474	250	9	pp	pp	ADJ
cana-1474	250	10	.	.	PUNCT
cana-1474	251	1	181–229	181–229	NUM
cana-1474	251	2	.	.	PUNCT
cana-1474	252	1	[	[	X
cana-1474	252	2	9	9	NUM
cana-1474	252	3	]	]	PUNCT
cana-1474	252	4	z.	z.	PROPN
cana-1474	252	5	lv	lv	PROPN
cana-1474	252	6	,	,	PUNCT
cana-1474	252	7	d.	d.	PROPN
cana-1474	252	8	chen	chen	PROPN
cana-1474	252	9	,	,	PUNCT
cana-1474	252	10	r.	r.	PROPN
cana-1474	252	11	lou	lou	PROPN
cana-1474	252	12	,	,	PUNCT
cana-1474	252	13	and	and	CCONJ
cana-1474	252	14	h.	h.	PROPN
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cana-1474	252	16	,	,	PUNCT
cana-1474	252	17	‘	'	PUNCT
cana-1474	252	18	‘	'	PUNCT
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cana-1474	252	20	security	security	NOUN
cana-1474	252	21	solution	solution	NOUN
cana-1474	252	22	for	for	ADP
cana-1474	252	23	virtual	virtual	ADJ
cana-1474	252	24	reality	reality	NOUN
cana-1474	252	25	,	,	PUNCT
cana-1474	252	26	’’	’'	PUNCT
cana-1474	252	27	ieee	ieee	NOUN
cana-1474	252	28	internet	internet	NOUN
cana-1474	252	29	things	thing	NOUN
cana-1474	252	30	j.	j.	PROPN
cana-1474	252	31	,	,	PUNCT
cana-1474	252	32	vol	vol	NOUN
cana-1474	252	33	.	.	PROPN
cana-1474	252	34	8	8	NUM
cana-1474	252	35	,	,	PUNCT
cana-1474	252	36	no	no	INTJ
cana-1474	252	37	.	.	NOUN
cana-1474	252	38	8	8	NUM
cana-1474	252	39	,	,	PUNCT
cana-1474	252	40	pp	pp	ADJ
cana-1474	252	41	.	.	PUNCT
cana-1474	253	1	6273–6281	6273–6281	NUM
cana-1474	253	2	,	,	PUNCT
cana-1474	253	3	apr	apr	NOUN
cana-1474	253	4	.	.	PROPN
cana-1474	253	5	2021	2021	NUM
cana-1474	253	6	.	.	PUNCT
cana-1474	254	1	[	[	X
cana-1474	254	2	10	10	NUM
cana-1474	254	3	]	]	PUNCT
cana-1474	254	4	a.	a.	NOUN
cana-1474	254	5	k.	k.	PROPN
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cana-1474	254	8	k.	k.	PROPN
cana-1474	254	9	pant	pant	PROPN
cana-1474	254	10	,	,	PUNCT
cana-1474	254	11	j.	j.	PROPN
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cana-1474	254	14	beltran	beltran	PROPN
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cana-1474	254	18	,	,	PUNCT
cana-1474	254	19	s.	s.	PROPN
cana-1474	254	20	v.	v.	PROPN
cana-1474	254	21	akram	akram	PROPN
cana-1474	254	22	,	,	PUNCT
cana-1474	254	23	and	and	CCONJ
cana-1474	254	24	k.	k.	PROPN
cana-1474	254	25	balakrishna	balakrishna	PROPN
cana-1474	254	26	,	,	PUNCT
cana-1474	254	27	‘	'	PUNCT
cana-1474	254	28	‘	'	PUNCT
cana-1474	254	29	a	a	DET
cana-1474	254	30	review	review	NOUN
cana-1474	254	31	of	of	ADP
cana-1474	254	32	use	use	NOUN
cana-1474	254	33	of	of	ADP
cana-1474	254	34	artificial	artificial	ADJ
cana-1474	254	35	intelligence	intelligence	NOUN
cana-1474	254	36	on	on	ADP
cana-1474	254	37	cyber	cyber	ADJ
cana-1474	254	38	security	security	NOUN
cana-1474	254	39	and	and	CCONJ
cana-1474	254	40	the	the	DET
cana-1474	254	41	fifth	fifth	ADJ
cana-1474	254	42	-	-	PUNCT
cana-1474	254	43	generation	generation	NOUN
cana-1474	254	44	cyber	cyber	NOUN
cana-1474	254	45	-	-	PUNCT
cana-1474	254	46	attacks	attack	NOUN
cana-1474	254	47	and	and	CCONJ
cana-1474	254	48	its	its	PRON
cana-1474	254	49	analysis	analysis	NOUN
cana-1474	254	50	,	,	PUNCT
cana-1474	254	51	’’	’'	PUNCT
cana-1474	254	52	in	in	ADP
cana-1474	254	53	proc	proc	NOUN
cana-1474	254	54	.	.	PUNCT
cana-1474	255	1	int	int	NOUN
cana-1474	255	2	.	.	PUNCT
cana-1474	255	3	conf	conf	PROPN
cana-1474	255	4	.	.	PUNCT
cana-1474	256	1	artif	artif	PROPN
cana-1474	256	2	.	.	PUNCT
cana-1474	257	1	intell	intell	PROPN
cana-1474	257	2	.	.	PUNCT
cana-1474	258	1	smart	smart	ADJ
cana-1474	258	2	commun	commun	PROPN
cana-1474	258	3	.	.	PUNCT
cana-1474	259	1	(	(	PUNCT
cana-1474	259	2	aisc	aisc	PROPN
cana-1474	259	3	)	)	PUNCT
cana-1474	259	4	,	,	PUNCT
cana-1474	259	5	jan	jan	PROPN
cana-1474	259	6	.	.	PROPN
cana-1474	259	7	2023	2023	NUM
cana-1474	259	8	,	,	PUNCT
cana-1474	259	9	pp	pp	ADJ
cana-1474	259	10	.	.	PUNCT
cana-1474	260	1	553–557	553–557	NUM
cana-1474	260	2	.	.	PUNCT
cana-1474	261	1	[	[	X
cana-1474	261	2	11	11	NUM
cana-1474	261	3	]	]	X
cana-1474	261	4	y.	y.	PROPN
cana-1474	261	5	chen	chen	PROPN
cana-1474	261	6	,	,	PUNCT
cana-1474	261	7	l.	l.	PROPN
cana-1474	261	8	zhu	zhu	PROPN
cana-1474	261	9	,	,	PUNCT
cana-1474	261	10	z.	z.	PROPN
cana-1474	261	11	hu	hu	PROPN
cana-1474	261	12	,	,	PUNCT
cana-1474	261	13	s.	s.	PROPN
cana-1474	261	14	chen	chen	PROPN
cana-1474	261	15	,	,	PUNCT
cana-1474	261	16	and	and	CCONJ
cana-1474	261	17	x.	x.	NOUN
cana-1474	261	18	zheng	zheng	PROPN
cana-1474	261	19	,	,	PUNCT
cana-1474	261	20	‘	'	PUNCT
cana-1474	261	21	‘	'	PUNCT
cana-1474	261	22	risk	risk	NOUN
cana-1474	261	23	propagation	propagation	NOUN
cana-1474	261	24	in	in	ADP
cana-1474	261	25	multilayer	multilayer	ADJ
cana-1474	261	26	heterogeneous	heterogeneous	ADJ
cana-1474	261	27	network	network	NOUN
cana-1474	261	28	of	of	ADP
cana-1474	261	29	coupled	couple	VERB
cana-1474	261	30	system	system	NOUN
cana-1474	261	31	of	of	ADP
cana-1474	261	32	large	large	ADJ
cana-1474	261	33	engineering	engineering	NOUN
cana-1474	261	34	project	project	NOUN
cana-1474	261	35	,	,	PUNCT
cana-1474	261	36	’’	’'	PUNCT
cana-1474	261	37	j.	j.	PROPN
cana-1474	261	38	manag	manag	PROPN
cana-1474	261	39	.	.	PUNCT
cana-1474	262	1	eng	eng	PROPN
cana-1474	262	2	.	.	PROPN
cana-1474	262	3	,	,	PUNCT
cana-1474	262	4	vol	vol	NOUN
cana-1474	262	5	.	.	PROPN
cana-1474	263	1	38	38	NUM
cana-1474	263	2	,	,	PUNCT
cana-1474	263	3	no	no	INTJ
cana-1474	263	4	.	.	NOUN
cana-1474	263	5	3	3	NUM
cana-1474	263	6	,	,	PUNCT
cana-1474	263	7	may	may	AUX
cana-1474	263	8	2022	2022	NUM
cana-1474	263	9	,	,	PUNCT
cana-1474	263	10	art	art	NOUN
cana-1474	263	11	.	.	PUNCT
cana-1474	264	1	no	no	INTJ
cana-1474	264	2	.	.	NOUN
cana-1474	264	3	04022003	04022003	NUM
cana-1474	264	4	.	.	PUNCT
cana-1474	265	1	[	[	X
cana-1474	265	2	12	12	NUM
cana-1474	265	3	]	]	PUNCT
cana-1474	265	4	h.	h.	PROPN
cana-1474	265	5	jiang	jiang	PROPN
cana-1474	265	6	,	,	PUNCT
cana-1474	265	7	z.	z.	PROPN
cana-1474	265	8	xiao	xiao	PROPN
cana-1474	265	9	,	,	PUNCT
cana-1474	265	10	z.	z.	PROPN
cana-1474	265	11	li	li	PROPN
cana-1474	265	12	,	,	PUNCT
cana-1474	265	13	j.	j.	PROPN
cana-1474	265	14	xu	xu	PROPN
cana-1474	265	15	,	,	PUNCT
cana-1474	265	16	f.	f.	PROPN
cana-1474	265	17	zeng	zeng	PROPN
cana-1474	265	18	,	,	PUNCT
cana-1474	265	19	and	and	CCONJ
cana-1474	265	20	d.	d.	PROPN
cana-1474	265	21	wang	wang	PROPN
cana-1474	265	22	,	,	PUNCT
cana-1474	265	23	‘	'	PUNCT
cana-1474	265	24	‘	'	PUNCT
cana-1474	265	25	an	an	DET
cana-1474	265	26	energy	energy	NOUN
cana-1474	265	27	-	-	PUNCT
cana-1474	265	28	efficient	efficient	ADJ
cana-1474	265	29	framework	framework	NOUN
cana-1474	265	30	for	for	ADP
cana-1474	265	31	internet	internet	NOUN
cana-1474	265	32	of	of	ADP
cana-1474	265	33	things	thing	NOUN
cana-1474	265	34	underlaying	underlay	VERB
cana-1474	265	35	heterogeneous	heterogeneous	ADJ
cana-1474	265	36	small	small	ADJ
cana-1474	265	37	cell	cell	NOUN
cana-1474	265	38	networks	network	NOUN
cana-1474	265	39	,	,	PUNCT
cana-1474	265	40	’’	’'	PUNCT
cana-1474	265	41	ieee	ieee	NOUN
cana-1474	265	42	trans	tran	NOUN
cana-1474	265	43	.	.	PUNCT
cana-1474	266	1	mobile	mobile	ADJ
cana-1474	266	2	comput	comput	NOUN
cana-1474	266	3	.	.	PUNCT
cana-1474	267	1	,	,	PUNCT
cana-1474	267	2	vol	vol	NOUN
cana-1474	267	3	.	.	PROPN
cana-1474	268	1	21	21	NUM
cana-1474	268	2	,	,	PUNCT
cana-1474	268	3	no	no	INTJ
cana-1474	268	4	.	.	NOUN
cana-1474	268	5	1	1	NUM
cana-1474	268	6	,	,	PUNCT
cana-1474	268	7	pp	pp	ADJ
cana-1474	268	8	.	.	PUNCT
cana-1474	269	1	31–43	31–43	NUM
cana-1474	269	2	,	,	PUNCT
cana-1474	269	3	jan	jan	PROPN
cana-1474	269	4	.	.	PROPN
cana-1474	269	5	2022	2022	NUM
cana-1474	269	6	.	.	PUNCT
cana-1474	270	1	communications	communication	NOUN
cana-1474	270	2	on	on	ADP
cana-1474	270	3	applied	apply	VERB
cana-1474	270	4	nonlinear	nonlinear	ADJ
cana-1474	270	5	analysis	analysis	NOUN
cana-1474	270	6	issn	issn	NOUN
cana-1474	270	7	:	:	PUNCT
cana-1474	270	8	1074	1074	NUM
cana-1474	270	9	-	-	PUNCT
cana-1474	270	10	133x	133x	NUM
cana-1474	270	11	vol	vol	NOUN
cana-1474	270	12	31	31	NUM
cana-1474	270	13	no	no	NOUN
cana-1474	270	14	.	.	PUNCT
cana-1474	271	1	8s	8s	PROPN
cana-1474	271	2	(	(	PUNCT
cana-1474	271	3	2024	2024	NUM
cana-1474	271	4	)	)	PUNCT
cana-1474	271	5	196	196	NUM
cana-1474	271	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1474	272	1	[	[	X
cana-1474	272	2	13	13	NUM
cana-1474	272	3	]	]	X
cana-1474	272	4	b.	b.	PROPN
cana-1474	272	5	cheng	cheng	PROPN
cana-1474	272	6	,	,	PUNCT
cana-1474	272	7	d.	d.	PROPN
cana-1474	272	8	zhu	zhu	PROPN
cana-1474	272	9	,	,	PUNCT
cana-1474	272	10	s.	s.	PROPN
cana-1474	272	11	zhao	zhao	PROPN
cana-1474	272	12	,	,	PUNCT
cana-1474	272	13	and	and	CCONJ
cana-1474	272	14	j.	j.	PROPN
cana-1474	272	15	chen	chen	PROPN
cana-1474	272	16	,	,	PUNCT
cana-1474	272	17	‘	'	PUNCT
cana-1474	272	18	‘	'	PUNCT
cana-1474	272	19	situation	situation	NOUN
cana-1474	272	20	-	-	PUNCT
cana-1474	272	21	aware	aware	ADJ
cana-1474	272	22	iot	iot	ADJ
cana-1474	272	23	service	service	NOUN
cana-1474	272	24	coordination	coordination	NOUN
cana-1474	272	25	using	use	VERB
cana-1474	272	26	the	the	DET
cana-1474	272	27	event	event	NOUN
cana-1474	272	28	-	-	PUNCT
cana-1474	272	29	driven	drive	VERB
cana-1474	272	30	soa	soa	NOUN
cana-1474	272	31	paradigm	paradigm	NOUN
cana-1474	272	32	,	,	PUNCT
cana-1474	272	33	’’	’'	PUNCT
cana-1474	272	34	ieee	ieee	PROPN
cana-1474	272	35	trans	trans	PROPN
cana-1474	272	36	.	.	PUNCT
cana-1474	273	1	netw	netw	NOUN
cana-1474	273	2	.	.	PUNCT
cana-1474	274	1	service	service	NOUN
cana-1474	274	2	manag	manag	PROPN
cana-1474	274	3	.	.	PUNCT
cana-1474	274	4	,	,	PUNCT
cana-1474	274	5	vol	vol	NOUN
cana-1474	274	6	.	.	PROPN
cana-1474	274	7	13	13	NUM
cana-1474	274	8	,	,	PUNCT
cana-1474	274	9	no	no	INTJ
cana-1474	274	10	.	.	NOUN
cana-1474	274	11	2	2	NUM
cana-1474	274	12	,	,	PUNCT
cana-1474	274	13	pp	pp	ADJ
cana-1474	274	14	.	.	PUNCT
cana-1474	275	1	349–361	349–361	NUM
cana-1474	275	2	,	,	PUNCT
cana-1474	275	3	jun	jun	PROPN
cana-1474	275	4	.	.	PROPN
cana-1474	275	5	2016	2016	NUM
cana-1474	275	6	.	.	PUNCT
cana-1474	276	1	[	[	X
cana-1474	276	2	14	14	NUM
cana-1474	276	3	]	]	PUNCT
cana-1474	276	4	p.	p.	PROPN
cana-1474	276	5	chen	chen	PROPN
cana-1474	276	6	,	,	PUNCT
cana-1474	276	7	h.	h.	PROPN
cana-1474	276	8	liu	liu	PROPN
cana-1474	276	9	,	,	PUNCT
cana-1474	276	10	r.	r.	PROPN
cana-1474	276	11	xin	xin	PROPN
cana-1474	276	12	,	,	PUNCT
cana-1474	276	13	t.	t.	PROPN
cana-1474	276	14	carval	carval	PROPN
cana-1474	276	15	,	,	PUNCT
cana-1474	276	16	j.	j.	PROPN
cana-1474	276	17	zhao	zhao	PROPN
cana-1474	276	18	,	,	PUNCT
cana-1474	276	19	y.	y.	PROPN
cana-1474	276	20	xia	xia	PROPN
cana-1474	276	21	,	,	PUNCT
cana-1474	276	22	and	and	CCONJ
cana-1474	276	23	z.	z.	PROPN
cana-1474	276	24	zhao	zhao	PROPN
cana-1474	276	25	,	,	PUNCT
cana-1474	276	26	‘	'	PUNCT
cana-1474	276	27	‘	'	PUNCT
cana-1474	276	28	effectively	effectively	ADV
cana-1474	276	29	detecting	detect	VERB
cana-1474	276	30	operational	operational	ADJ
cana-1474	276	31	anomalies	anomaly	NOUN
cana-1474	276	32	in	in	ADP
cana-1474	276	33	large	large	ADJ
cana-1474	276	34	-	-	PUNCT
cana-1474	276	35	scale	scale	NOUN
cana-1474	276	36	iot	iot	NOUN
cana-1474	276	37	data	datum	NOUN
cana-1474	276	38	infrastructures	infrastructure	NOUN
cana-1474	276	39	by	by	ADP
cana-1474	276	40	using	use	VERB
cana-1474	276	41	a	a	DET
cana-1474	276	42	gan	gan	VERB
cana-1474	276	43	-	-	PUNCT
cana-1474	276	44	based	base	VERB
cana-1474	276	45	predictive	predictive	ADJ
cana-1474	276	46	model	model	NOUN
cana-1474	276	47	,	,	PUNCT
cana-1474	276	48	’’	’'	PUNCT
cana-1474	276	49	comput	comput	NOUN
cana-1474	276	50	.	.	PUNCT
cana-1474	277	1	j.	j.	PROPN
cana-1474	277	2	,	,	PUNCT
cana-1474	277	3	vol	vol	NOUN
cana-1474	277	4	.	.	PROPN
cana-1474	277	5	65	65	NUM
cana-1474	277	6	,	,	PUNCT
cana-1474	277	7	no	no	INTJ
cana-1474	277	8	.	.	NOUN
cana-1474	277	9	11	11	NUM
cana-1474	277	10	,	,	PUNCT
cana-1474	277	11	pp	pp	ADJ
cana-1474	277	12	.	.	PUNCT
cana-1474	277	13	2909	2909	NUM
cana-1474	277	14	–	–	PUNCT
cana-1474	277	15	2925	2925	NUM
cana-1474	277	16	,	,	PUNCT
cana-1474	277	17	nov	nov	PROPN
cana-1474	277	18	.	.	PROPN
cana-1474	277	19	2022	2022	NUM
cana-1474	277	20	.	.	PUNCT
cana-1474	278	1	[	[	X
cana-1474	278	2	15	15	NUM
cana-1474	278	3	]	]	X
cana-1474	278	4	b.	b.	PROPN
cana-1474	278	5	li	li	PROPN
cana-1474	278	6	,	,	PUNCT
cana-1474	278	7	x.	x.	PROPN
cana-1474	278	8	zhou	zhou	PROPN
cana-1474	278	9	,	,	PUNCT
cana-1474	278	10	z.	z.	PROPN
cana-1474	278	11	ning	ning	PROPN
cana-1474	278	12	,	,	PUNCT
cana-1474	278	13	x.	x.	PROPN
cana-1474	278	14	guan	guan	PROPN
cana-1474	278	15	,	,	PUNCT
cana-1474	278	16	and	and	CCONJ
cana-1474	278	17	k.-f.-c	k.-f.-c	PROPN
cana-1474	278	18	.	.	PUNCT
cana-1474	278	19	yiu	yiu	NOUN
cana-1474	278	20	,	,	PUNCT
cana-1474	278	21	‘	'	PUNCT
cana-1474	278	22	‘	'	PUNCT
cana-1474	278	23	dynamic	dynamic	ADJ
cana-1474	278	24	eventtriggered	eventtriggere	VERB
cana-1474	278	25	security	security	NOUN
cana-1474	278	26	control	control	NOUN
cana-1474	278	27	for	for	ADP
cana-1474	278	28	networked	networked	ADJ
cana-1474	278	29	control	control	NOUN
cana-1474	278	30	systems	system	NOUN
cana-1474	278	31	with	with	ADP
cana-1474	278	32	cyberattacks	cyberattack	NOUN
cana-1474	278	33	:	:	PUNCT
cana-1474	278	34	a	a	DET
cana-1474	278	35	model	model	NOUN
cana-1474	278	36	predictive	predictive	PROPN
cana-1474	278	37	control	control	PROPN
cana-1474	278	38	approach	approach	NOUN
cana-1474	278	39	,	,	PUNCT
cana-1474	278	40	’’	’'	PUNCT
cana-1474	278	41	inf	inf	PROPN
cana-1474	278	42	.	.	PUNCT
cana-1474	279	1	sci	sci	PROPN
cana-1474	279	2	.	.	PROPN
cana-1474	279	3	,	,	PUNCT
cana-1474	279	4	vol	vol	NOUN
cana-1474	279	5	.	.	PROPN
cana-1474	279	6	612	612	NUM
cana-1474	279	7	,	,	PUNCT
cana-1474	279	8	pp	pp	ADJ
cana-1474	279	9	.	.	PUNCT
cana-1474	280	1	384–398	384–398	NUM
cana-1474	280	2	,	,	PUNCT
cana-1474	280	3	oct	oct	PROPN
cana-1474	280	4	.	.	PROPN
cana-1474	280	5	2022	2022	NUM
cana-1474	280	6	.	.	PUNCT
cana-1474	281	1	[	[	X
cana-1474	281	2	16	16	NUM
cana-1474	281	3	]	]	X
cana-1474	281	4	h.	h.	PROPN
cana-1474	281	5	saini	saini	PROPN
cana-1474	281	6	,	,	PUNCT
cana-1474	281	7	y.	y.	PROPN
cana-1474	281	8	s.	s.	PROPN
cana-1474	281	9	rao	rao	PROPN
cana-1474	281	10	,	,	PUNCT
cana-1474	281	11	and	and	CCONJ
cana-1474	281	12	t.	t.	PROPN
cana-1474	281	13	c.	c.	PROPN
cana-1474	281	14	panda	panda	NOUN
cana-1474	281	15	,	,	PUNCT
cana-1474	281	16	‘	'	PUNCT
cana-1474	281	17	‘	'	PUNCT
cana-1474	281	18	cyber	cyber	NOUN
cana-1474	281	19	-	-	PUNCT
cana-1474	281	20	crimes	crime	NOUN
cana-1474	281	21	and	and	CCONJ
cana-1474	281	22	their	their	PRON
cana-1474	281	23	impacts	impact	NOUN
cana-1474	281	24	:	:	PUNCT
cana-1474	281	25	a	a	DET
cana-1474	281	26	review	review	NOUN
cana-1474	281	27	,	,	PUNCT
cana-1474	281	28	’’	’'	PUNCT
cana-1474	281	29	int	int	NOUN
cana-1474	281	30	.	.	PUNCT
cana-1474	282	1	j.	j.	PROPN
cana-1474	282	2	eng	eng	PROPN
cana-1474	282	3	.	.	PUNCT
cana-1474	283	1	res	res	PROPN
cana-1474	283	2	.	.	PUNCT
cana-1474	283	3	appl	appl	PROPN
cana-1474	283	4	.	.	PROPN
cana-1474	283	5	,	,	PUNCT
cana-1474	283	6	vol	vol	NOUN
cana-1474	283	7	.	.	PROPN
cana-1474	284	1	2	2	NUM
cana-1474	284	2	,	,	PUNCT
cana-1474	284	3	no	no	INTJ
cana-1474	284	4	.	.	NOUN
cana-1474	284	5	2	2	NUM
cana-1474	284	6	,	,	PUNCT
cana-1474	284	7	pp	pp	ADJ
cana-1474	284	8	.	.	PUNCT
cana-1474	285	1	202–209	202–209	NUM
cana-1474	285	2	,	,	PUNCT
cana-1474	285	3	2012	2012	NUM
cana-1474	285	4	.	.	PUNCT
cana-1474	286	1	[	[	X
cana-1474	286	2	17	17	NUM
cana-1474	286	3	]	]	PUNCT
cana-1474	286	4	t.	t.	PROPN
cana-1474	286	5	li	li	PROPN
cana-1474	286	6	,	,	PUNCT
cana-1474	286	7	t.	t.	PROPN
cana-1474	286	8	xia	xia	PROPN
cana-1474	286	9	,	,	PUNCT
cana-1474	286	10	h.	h.	PROPN
cana-1474	286	11	wang	wang	PROPN
cana-1474	286	12	,	,	PUNCT
cana-1474	286	13	z.	z.	PROPN
cana-1474	286	14	tu	tu	PROPN
cana-1474	286	15	,	,	PUNCT
cana-1474	286	16	s.	s.	PROPN
cana-1474	286	17	tarkoma	tarkoma	PROPN
cana-1474	286	18	,	,	PUNCT
cana-1474	286	19	z.	z.	PROPN
cana-1474	286	20	han	han	PROPN
cana-1474	286	21	,	,	PUNCT
cana-1474	286	22	and	and	CCONJ
cana-1474	286	23	p.	p.	PROPN
cana-1474	286	24	hui	hui	PROPN
cana-1474	286	25	,	,	PUNCT
cana-1474	286	26	‘	'	PUNCT
cana-1474	286	27	‘	'	PUNCT
cana-1474	286	28	smartphone	smartphone	ADJ
cana-1474	286	29	app	app	ADJ
cana-1474	286	30	usage	usage	NOUN
cana-1474	286	31	analysis	analysis	NOUN
cana-1474	286	32	:	:	PUNCT
cana-1474	286	33	datasets	dataset	NOUN
cana-1474	286	34	,	,	PUNCT
cana-1474	286	35	methods	method	NOUN
cana-1474	286	36	,	,	PUNCT
cana-1474	286	37	and	and	CCONJ
cana-1474	286	38	applications	application	NOUN
cana-1474	286	39	,	,	PUNCT
cana-1474	286	40	’’	’'	PUNCT
cana-1474	286	41	ieee	ieee	NOUN
cana-1474	286	42	commun	commun	PROPN
cana-1474	286	43	.	.	PUNCT
cana-1474	287	1	surveys	survey	NOUN
cana-1474	287	2	tuts	tut	NOUN
cana-1474	287	3	.	.	PUNCT
cana-1474	287	4	,	,	PUNCT
cana-1474	287	5	vol	vol	NOUN
cana-1474	287	6	.	.	PROPN
cana-1474	288	1	24	24	NUM
cana-1474	288	2	,	,	PUNCT
cana-1474	288	3	no	no	INTJ
cana-1474	288	4	.	.	NOUN
cana-1474	288	5	2	2	NUM
cana-1474	288	6	,	,	PUNCT
cana-1474	288	7	pp	pp	ADJ
cana-1474	288	8	.	.	PUNCT
cana-1474	289	1	937–966	937–966	NUM
cana-1474	289	2	,	,	PUNCT
cana-1474	289	3	2nd	2nd	ADJ
cana-1474	289	4	quart	quart	NOUN
cana-1474	289	5	.	.	PUNCT
cana-1474	289	6	,	,	PUNCT
cana-1474	289	7	2022	2022	NUM
cana-1474	289	8	.	.	PUNCT
cana-1474	290	1	[	[	X
cana-1474	290	2	18	18	NUM
cana-1474	290	3	]	]	PUNCT
cana-1474	290	4	t.	t.	PROPN
cana-1474	290	5	li	li	PROPN
cana-1474	290	6	,	,	PUNCT
cana-1474	290	7	y.	y.	PROPN
cana-1474	290	8	li	li	PROPN
cana-1474	290	9	,	,	PUNCT
cana-1474	290	10	m.	m.	NOUN
cana-1474	290	11	a.	a.	NOUN
cana-1474	290	12	hoque	hoque	NOUN
cana-1474	290	13	,	,	PUNCT
cana-1474	290	14	t.	t.	PROPN
cana-1474	290	15	xia	xia	PROPN
cana-1474	290	16	,	,	PUNCT
cana-1474	290	17	s.	s.	PROPN
cana-1474	290	18	tarkoma	tarkoma	PROPN
cana-1474	290	19	,	,	PUNCT
cana-1474	290	20	and	and	CCONJ
cana-1474	290	21	p.	p.	PROPN
cana-1474	290	22	hui	hui	PROPN
cana-1474	290	23	,	,	PUNCT
cana-1474	290	24	‘	'	PUNCT
cana-1474	290	25	‘	'	PUNCT
cana-1474	290	26	to	to	ADP
cana-1474	290	27	what	what	DET
cana-1474	290	28	extent	extent	NOUN
cana-1474	290	29	we	we	PRON
cana-1474	290	30	repeat	repeat	VERB
cana-1474	290	31	ourselves	ourselves	PRON
cana-1474	290	32	?	?	PUNCT
cana-1474	291	1	discovering	discover	VERB
cana-1474	291	2	daily	daily	ADJ
cana-1474	291	3	activity	activity	NOUN
cana-1474	291	4	patterns	pattern	NOUN
cana-1474	291	5	across	across	ADP
cana-1474	291	6	mobile	mobile	ADJ
cana-1474	291	7	app	app	NOUN
cana-1474	291	8	usage	usage	NOUN
cana-1474	291	9	,	,	PUNCT
cana-1474	291	10	’’	’'	PUNCT
cana-1474	291	11	ieee	ieee	NOUN
cana-1474	291	12	trans	tran	NOUN
cana-1474	291	13	.	.	PUNCT
cana-1474	292	1	mobile	mobile	ADJ
cana-1474	292	2	comput	comput	NOUN
cana-1474	292	3	.	.	PUNCT
cana-1474	293	1	,	,	PUNCT
cana-1474	293	2	vol	vol	NOUN
cana-1474	293	3	.	.	PROPN
cana-1474	294	1	21	21	NUM
cana-1474	294	2	,	,	PUNCT
cana-1474	294	3	no	no	INTJ
cana-1474	294	4	.	.	NOUN
cana-1474	294	5	4	4	NUM
cana-1474	294	6	,	,	PUNCT
cana-1474	294	7	pp	pp	ADJ
cana-1474	294	8	.	.	PUNCT
cana-1474	295	1	1492–1507	1492–1507	NUM
cana-1474	295	2	,	,	PUNCT
cana-1474	295	3	apr	apr	NOUN
cana-1474	295	4	.	.	PROPN
cana-1474	295	5	2022	2022	NUM
cana-1474	295	6	.	.	PUNCT
cana-1474	296	1	[	[	X
cana-1474	296	2	19	19	NUM
cana-1474	296	3	]	]	X
cana-1474	296	4	f.	f.	PROPN
cana-1474	296	5	meng	meng	PROPN
cana-1474	296	6	,	,	PUNCT
cana-1474	296	7	x.	x.	PROPN
cana-1474	296	8	xiao	xiao	PROPN
cana-1474	296	9	,	,	PUNCT
cana-1474	296	10	and	and	CCONJ
cana-1474	296	11	j.	j.	PROPN
cana-1474	296	12	wang	wang	PROPN
cana-1474	296	13	,	,	PUNCT
cana-1474	296	14	‘	'	PUNCT
cana-1474	296	15	‘	'	PUNCT
cana-1474	296	16	rating	rate	VERB
cana-1474	296	17	the	the	DET
cana-1474	296	18	crisis	crisis	NOUN
cana-1474	296	19	of	of	ADP
cana-1474	296	20	online	online	ADJ
cana-1474	296	21	public	public	ADJ
cana-1474	296	22	opinion	opinion	NOUN
cana-1474	296	23	using	use	VERB
cana-1474	296	24	a	a	DET
cana-1474	296	25	multi	multi	ADJ
cana-1474	296	26	-	-	ADJ
cana-1474	296	27	level	level	ADJ
cana-1474	296	28	index	index	NOUN
cana-1474	296	29	system	system	NOUN
cana-1474	296	30	,	,	PUNCT
cana-1474	296	31	’’	’'	PUNCT
cana-1474	296	32	2022	2022	NUM
cana-1474	296	33	,	,	PUNCT
cana-1474	296	34	arxiv:2207.14740	arxiv:2207.14740	PROPN
cana-1474	296	35	.	.	PUNCT
cana-1474	297	1	[	[	X
cana-1474	297	2	20	20	NUM
cana-1474	297	3	]	]	PUNCT
cana-1474	297	4	h.	h.	PROPN
cana-1474	297	5	liu	liu	PROPN
cana-1474	297	6	,	,	PUNCT
cana-1474	297	7	h.	h.	PROPN
cana-1474	297	8	yuan	yuan	PROPN
cana-1474	297	9	,	,	PUNCT
cana-1474	297	10	j.	j.	PROPN
cana-1474	297	11	hou	hou	PROPN
cana-1474	297	12	,	,	PUNCT
cana-1474	297	13	r.	r.	PROPN
cana-1474	297	14	hamzaoui	hamzaoui	PROPN
cana-1474	297	15	,	,	PUNCT
cana-1474	297	16	and	and	CCONJ
cana-1474	297	17	w.	w.	PROPN
cana-1474	297	18	gao	gao	PROPN
cana-1474	297	19	,	,	PUNCT
cana-1474	297	20	‘	'	PUNCT
cana-1474	297	21	‘	'	PUNCT
cana-1474	297	22	pufa	pufa	X
cana-1474	297	23	-	-	PUNCT
cana-1474	297	24	gan	gan	NOUN
cana-1474	297	25	:	:	PUNCT
cana-1474	297	26	a	a	DET
cana-1474	297	27	frequency	frequency	NOUN
cana-1474	297	28	-	-	PUNCT
cana-1474	297	29	aware	aware	ADJ
cana-1474	297	30	generative	generative	ADJ
cana-1474	297	31	adversarial	adversarial	ADJ
cana-1474	297	32	network	network	NOUN
cana-1474	297	33	for	for	ADP
cana-1474	297	34	3d	3d	PROPN
cana-1474	297	35	point	point	NOUN
cana-1474	297	36	cloud	cloud	PROPN
cana-1474	297	37	upsampling	upsampling	NOUN
cana-1474	297	38	,	,	PUNCT
cana-1474	297	39	’’	’'	PUNCT
cana-1474	297	40	ieee	ieee	NOUN
cana-1474	297	41	trans	trans	PROPN
cana-1474	297	42	.	.	PUNCT
cana-1474	297	43	image	image	NOUN
cana-1474	297	44	process	process	NOUN
cana-1474	297	45	.	.	PUNCT
cana-1474	297	46	,	,	PUNCT
cana-1474	297	47	vol	vol	NOUN
cana-1474	297	48	.	.	PROPN
cana-1474	297	49	31	31	NUM
cana-1474	297	50	,	,	PUNCT
cana-1474	297	51	pp	pp	ADJ
cana-1474	297	52	.	.	PUNCT
cana-1474	298	1	7389–7402	7389–7402	NUM
cana-1474	298	2	,	,	PUNCT
cana-1474	298	3	2022	2022	NUM
cana-1474	298	4	.	.	PUNCT
cana-1474	299	1	[	[	X
cana-1474	299	2	21	21	NUM
cana-1474	299	3	]	]	PUNCT
cana-1474	299	4	s.	s.	PROPN
cana-1474	299	5	lu	lu	PROPN
cana-1474	299	6	,	,	PUNCT
cana-1474	299	7	y.	y.	PROPN
cana-1474	299	8	ding	ding	PROPN
cana-1474	299	9	,	,	PUNCT
cana-1474	299	10	m.	m.	NOUN
cana-1474	299	11	liu	liu	PROPN
cana-1474	299	12	,	,	PUNCT
cana-1474	299	13	z.	z.	PROPN
cana-1474	299	14	yin	yin	PROPN
cana-1474	299	15	,	,	PUNCT
cana-1474	299	16	l.	l.	PROPN
cana-1474	299	17	yin	yin	PROPN
cana-1474	299	18	,	,	PUNCT
cana-1474	299	19	and	and	CCONJ
cana-1474	299	20	w.	w.	PROPN
cana-1474	299	21	zheng	zheng	PROPN
cana-1474	299	22	,	,	PUNCT
cana-1474	299	23	‘	'	PUNCT
cana-1474	299	24	‘	'	PUNCT
cana-1474	299	25	multiscale	multiscale	ADJ
cana-1474	299	26	feature	feature	NOUN
cana-1474	299	27	extraction	extraction	NOUN
cana-1474	299	28	and	and	CCONJ
cana-1474	299	29	fusion	fusion	NOUN
cana-1474	299	30	of	of	ADP
cana-1474	299	31	image	image	NOUN
cana-1474	299	32	and	and	CCONJ
cana-1474	299	33	text	text	NOUN
cana-1474	299	34	in	in	ADP
cana-1474	299	35	vqa	vqa	PROPN
cana-1474	299	36	,	,	PUNCT
cana-1474	299	37	’’	’'	PUNCT
cana-1474	299	38	int	int	NOUN
cana-1474	299	39	.	.	PUNCT
cana-1474	300	1	j.	j.	PROPN
cana-1474	300	2	comput	comput	PROPN
cana-1474	300	3	.	.	PUNCT
cana-1474	301	1	intell	intell	PROPN
cana-1474	301	2	.	.	PUNCT
cana-1474	302	1	syst	syst	PROPN
cana-1474	302	2	.	.	PUNCT
cana-1474	302	3	,	,	PUNCT
cana-1474	302	4	vol	vol	NOUN
cana-1474	302	5	.	.	PROPN
cana-1474	303	1	16	16	NUM
cana-1474	303	2	,	,	PUNCT
cana-1474	303	3	no	no	INTJ
cana-1474	303	4	.	.	NOUN
cana-1474	303	5	1	1	NUM
cana-1474	303	6	,	,	PUNCT
cana-1474	303	7	p.	p.	NOUN
cana-1474	303	8	54	54	NUM
cana-1474	303	9	,	,	PUNCT
cana-1474	303	10	apr	apr	PROPN
cana-1474	303	11	.	.	PROPN
cana-1474	303	12	2023	2023	NUM
cana-1474	303	13	.	.	PUNCT
cana-1474	304	1	[	[	X
cana-1474	304	2	22	22	NUM
cana-1474	304	3	]	]	X
cana-1474	304	4	d.	d.	PROPN
cana-1474	304	5	k.	k.	PROPN
cana-1474	304	6	saini	saini	PROPN
cana-1474	304	7	,	,	PUNCT
cana-1474	304	8	‘	'	PUNCT
cana-1474	304	9	‘	'	PUNCT
cana-1474	304	10	cyber	cyber	ADJ
cana-1474	304	11	defense	defense	NOUN
cana-1474	304	12	:	:	PUNCT
cana-1474	304	13	mathematical	mathematical	ADJ
cana-1474	304	14	modeling	modeling	NOUN
cana-1474	304	15	and	and	CCONJ
cana-1474	304	16	simulation	simulation	NOUN
cana-1474	304	17	,	,	PUNCT
cana-1474	304	18	’’	’'	PUNCT
cana-1474	304	19	int	int	NOUN
cana-1474	304	20	.	.	PUNCT
cana-1474	305	1	j.	j.	PROPN
cana-1474	305	2	appl	appl	PROPN
cana-1474	305	3	.	.	PUNCT
cana-1474	306	1	phys	phys	PROPN
cana-1474	306	2	.	.	PUNCT
cana-1474	307	1	math	math	NOUN
cana-1474	307	2	.	.	PUNCT
cana-1474	308	1	,	,	PUNCT
cana-1474	308	2	vol	vol	NOUN
cana-1474	308	3	.	.	PROPN
cana-1474	309	1	2	2	NUM
cana-1474	309	2	,	,	PUNCT
cana-1474	309	3	no	no	INTJ
cana-1474	309	4	.	.	NOUN
cana-1474	309	5	5	5	NUM
cana-1474	309	6	,	,	PUNCT
cana-1474	309	7	pp	pp	ADJ
cana-1474	309	8	.	.	PUNCT
cana-1474	310	1	312–315	312–315	NUM
cana-1474	310	2	,	,	PUNCT
cana-1474	310	3	2012	2012	NUM
cana-1474	310	4	.	.	PUNCT
cana-1474	311	1	[	[	X
cana-1474	311	2	23	23	NUM
cana-1474	311	3	]	]	PUNCT
cana-1474	311	4	m.	m.	NOUN
cana-1474	311	5	martcheva	martcheva	PROPN
cana-1474	311	6	,	,	PUNCT
cana-1474	311	7	an	an	DET
cana-1474	311	8	introduction	introduction	NOUN
cana-1474	311	9	to	to	ADP
cana-1474	311	10	mathematical	mathematical	ADJ
cana-1474	311	11	epidemiology	epidemiology	NOUN
cana-1474	311	12	,	,	PUNCT
cana-1474	311	13	vol	vol	NOUN
cana-1474	311	14	.	.	PROPN
cana-1474	311	15	61	61	NUM
cana-1474	311	16	.	.	PUNCT
cana-1474	312	1	berlin	berlin	PROPN
cana-1474	312	2	,	,	PUNCT
cana-1474	312	3	germany	germany	PROPN
cana-1474	312	4	:	:	PUNCT
cana-1474	312	5	springer	springer	NOUN
cana-1474	312	6	,	,	PUNCT
cana-1474	312	7	2015	2015	NUM
cana-1474	312	8	.	.	PUNCT
cana-1474	313	1	[	[	X
cana-1474	313	2	24	24	NUM
cana-1474	313	3	]	]	PUNCT
cana-1474	313	4	j.	j.	PROPN
cana-1474	313	5	zhang	zhang	PROPN
cana-1474	313	6	,	,	PUNCT
cana-1474	313	7	s.	s.	PROPN
cana-1474	313	8	peng	peng	PROPN
cana-1474	313	9	,	,	PUNCT
cana-1474	313	10	y.	y.	PROPN
cana-1474	313	11	gao	gao	PROPN
cana-1474	313	12	,	,	PUNCT
cana-1474	313	13	z.	z.	PROPN
cana-1474	313	14	zhang	zhang	PROPN
cana-1474	313	15	,	,	PUNCT
cana-1474	313	16	and	and	CCONJ
cana-1474	313	17	q.	q.	PROPN
cana-1474	313	18	hong	hong	PROPN
cana-1474	313	19	,	,	PUNCT
cana-1474	313	20	‘	'	PUNCT
cana-1474	313	21	‘	'	PUNCT
cana-1474	313	22	apmsa	apmsa	NOUN
cana-1474	313	23	:	:	PUNCT
cana-1474	313	24	adversarial	adversarial	ADJ
cana-1474	313	25	perturbation	perturbation	NOUN
cana-1474	313	26	against	against	ADP
cana-1474	313	27	model	model	NOUN
cana-1474	313	28	stealing	steal	VERB
cana-1474	313	29	attacks	attack	NOUN
cana-1474	313	30	,	,	PUNCT
cana-1474	313	31	’’	’'	PUNCT
cana-1474	313	32	ieee	ieee	PROPN
cana-1474	313	33	trans	trans	PROPN
cana-1474	313	34	.	.	PROPN
cana-1474	313	35	inf	inf	PROPN
cana-1474	313	36	.	.	PUNCT
cana-1474	313	37	forensics	forensic	NOUN
cana-1474	313	38	security	security	NOUN
cana-1474	313	39	,	,	PUNCT
cana-1474	313	40	vol	vol	NOUN
cana-1474	313	41	.	.	PROPN
cana-1474	313	42	18	18	NUM
cana-1474	313	43	,	,	PUNCT
cana-1474	313	44	pp	pp	ADJ
cana-1474	313	45	.	.	PUNCT
cana-1474	313	46	1667–1679	1667–1679	NUM
cana-1474	313	47	,	,	PUNCT
cana-1474	313	48	2023	2023	NUM
cana-1474	313	49	.	.	PUNCT
cana-1474	314	1	[	[	X
cana-1474	314	2	25	25	NUM
cana-1474	314	3	]	]	PUNCT
cana-1474	314	4	k.	k.	PROPN
cana-1474	314	5	cao	cao	PROPN
cana-1474	314	6	,	,	PUNCT
cana-1474	314	7	b.	b.	PROPN
cana-1474	314	8	wang	wang	PROPN
cana-1474	314	9	,	,	PUNCT
cana-1474	314	10	h.	h.	PROPN
cana-1474	314	11	ding	ding	PROPN
cana-1474	314	12	,	,	PUNCT
cana-1474	314	13	l.	l.	PROPN
cana-1474	314	14	lv	lv	PROPN
cana-1474	314	15	,	,	PUNCT
cana-1474	314	16	r.	r.	PROPN
cana-1474	314	17	dong	dong	PROPN
cana-1474	314	18	,	,	PUNCT
cana-1474	314	19	t.	t.	PROPN
cana-1474	314	20	cheng	cheng	PROPN
cana-1474	314	21	,	,	PUNCT
cana-1474	314	22	and	and	CCONJ
cana-1474	314	23	f.	f.	PROPN
cana-1474	314	24	gong	gong	PROPN
cana-1474	314	25	,	,	PUNCT
cana-1474	314	26	‘	'	PUNCT
cana-1474	314	27	‘	'	PUNCT
cana-1474	314	28	improving	improve	VERB
cana-1474	314	29	physical	physical	ADJ
cana-1474	314	30	layer	layer	NOUN
cana-1474	314	31	security	security	NOUN
cana-1474	314	32	of	of	ADP
cana-1474	314	33	uplink	uplink	NOUN
cana-1474	314	34	noma	noma	PROPN
cana-1474	314	35	via	via	ADP
cana-1474	314	36	energy	energy	NOUN
cana-1474	314	37	harvesting	harvesting	NOUN
cana-1474	314	38	jammers	jammer	NOUN
cana-1474	314	39	,	,	PUNCT
cana-1474	314	40	’’	’'	PUNCT
cana-1474	314	41	ieee	ieee	PROPN
cana-1474	314	42	trans	trans	PROPN
cana-1474	314	43	.	.	PROPN
cana-1474	314	44	inf	inf	PROPN
cana-1474	314	45	.	.	PUNCT
cana-1474	314	46	forensics	forensic	NOUN
cana-1474	314	47	security	security	NOUN
cana-1474	314	48	,	,	PUNCT
cana-1474	314	49	vol	vol	NOUN
cana-1474	314	50	.	.	PROPN
cana-1474	314	51	16	16	NUM
cana-1474	314	52	,	,	PUNCT
cana-1474	314	53	pp	pp	ADJ
cana-1474	314	54	.	.	PUNCT
cana-1474	315	1	786–799	786–799	NUM
cana-1474	315	2	,	,	PUNCT
cana-1474	315	3	2021	2021	NUM
cana-1474	315	4	.	.	PUNCT
cana-1474	316	1	[	[	X
cana-1474	316	2	26	26	NUM
cana-1474	316	3	]	]	PUNCT
cana-1474	316	4	h.	h.	PROPN
cana-1474	316	5	jin	jin	PROPN
cana-1474	316	6	and	and	CCONJ
cana-1474	316	7	z.	z.	PROPN
cana-1474	316	8	wang	wang	PROPN
cana-1474	316	9	,	,	PUNCT
cana-1474	316	10	‘	'	PUNCT
cana-1474	316	11	‘	'	PUNCT
cana-1474	316	12	asymptotic	asymptotic	ADJ
cana-1474	316	13	dynamics	dynamic	NOUN
cana-1474	316	14	of	of	ADP
cana-1474	316	15	the	the	DET
cana-1474	316	16	one	one	NUM
cana-1474	316	17	-	-	PUNCT
cana-1474	316	18	dimensional	dimensional	ADJ
cana-1474	316	19	attraction	attraction	NOUN
cana-1474	316	20	-	-	PUNCT
cana-1474	316	21	repulsion	repulsion	NOUN
cana-1474	316	22	keller	keller	PROPN
cana-1474	316	23	–	–	PUNCT
cana-1474	316	24	segel	segel	NOUN
cana-1474	316	25	model	model	NOUN
cana-1474	316	26	,	,	PUNCT
cana-1474	316	27	’’	’'	PUNCT
cana-1474	316	28	math	math	NOUN
cana-1474	316	29	.	.	PUNCT
cana-1474	317	1	methods	method	NOUN
cana-1474	317	2	appl	appl	PROPN
cana-1474	317	3	.	.	PUNCT
cana-1474	318	1	sci	sci	PROPN
cana-1474	318	2	.	.	PROPN
cana-1474	318	3	,	,	PUNCT
cana-1474	318	4	vol	vol	NOUN
cana-1474	318	5	.	.	PROPN
cana-1474	318	6	38	38	NUM
cana-1474	318	7	,	,	PUNCT
cana-1474	318	8	no	no	INTJ
cana-1474	318	9	.	.	NOUN
cana-1474	318	10	3	3	NUM
cana-1474	318	11	,	,	PUNCT
cana-1474	318	12	pp	pp	ADJ
cana-1474	318	13	.	.	PUNCT
cana-1474	319	1	444–457	444–457	NUM
cana-1474	319	2	,	,	PUNCT
cana-1474	319	3	feb	feb	PROPN
cana-1474	319	4	.	.	PROPN
cana-1474	319	5	2015	2015	NUM
cana-1474	319	6	.	.	PUNCT
cana-1474	320	1	[	[	X
cana-1474	320	2	27	27	NUM
cana-1474	320	3	]	]	X
cana-1474	320	4	i.	i.	PROPN
cana-1474	320	5	e.	e.	PROPN
cana-1474	320	6	lagaris	lagaris	PROPN
cana-1474	320	7	,	,	PUNCT
cana-1474	320	8	a.	a.	PROPN
cana-1474	320	9	likas	likas	PROPN
cana-1474	320	10	,	,	PUNCT
cana-1474	320	11	and	and	CCONJ
cana-1474	320	12	d.	d.	PROPN
cana-1474	320	13	i.	i.	PROPN
cana-1474	320	14	fotiadis	fotiadis	PROPN
cana-1474	320	15	,	,	PUNCT
cana-1474	320	16	‘	'	PUNCT
cana-1474	320	17	‘	'	PUNCT
cana-1474	320	18	artificial	artificial	ADJ
cana-1474	320	19	neural	neural	ADJ
cana-1474	320	20	networks	network	NOUN
cana-1474	320	21	for	for	ADP
cana-1474	320	22	solving	solve	VERB
cana-1474	320	23	ordinary	ordinary	ADJ
cana-1474	320	24	and	and	CCONJ
cana-1474	320	25	partial	partial	ADJ
cana-1474	320	26	differential	differential	NOUN
cana-1474	320	27	equations	equation	NOUN
cana-1474	320	28	,	,	PUNCT
cana-1474	320	29	’’	’'	PUNCT
cana-1474	320	30	ieee	ieee	NOUN
cana-1474	320	31	trans	trans	PROPN
cana-1474	320	32	.	.	PUNCT
cana-1474	321	1	neural	neural	ADJ
cana-1474	321	2	netw	netw	NOUN
cana-1474	321	3	.	.	PUNCT
cana-1474	322	1	,	,	PUNCT
cana-1474	322	2	vol	vol	NOUN
cana-1474	322	3	.	.	PROPN
cana-1474	323	1	9	9	NUM
cana-1474	323	2	,	,	PUNCT
cana-1474	323	3	no	no	INTJ
cana-1474	323	4	.	.	NOUN
cana-1474	323	5	5	5	NUM
cana-1474	323	6	,	,	PUNCT
cana-1474	323	7	pp	pp	ADJ
cana-1474	323	8	.	.	PUNCT
cana-1474	324	1	987–1000	987–1000	NUM
cana-1474	324	2	,	,	PUNCT
cana-1474	324	3	sep	sep	PROPN
cana-1474	324	4	.	.	PROPN
cana-1474	325	1	1998	1998	NUM
cana-1474	325	2	.	.	PUNCT
cana-1474	326	1	[	[	X
cana-1474	326	2	28	28	NUM
cana-1474	326	3	]	]	X
cana-1474	326	4	z.	z.	PROPN
cana-1474	326	5	qu	qu	PROPN
cana-1474	326	6	,	,	PUNCT
cana-1474	326	7	x.	x.	PROPN
cana-1474	326	8	liu	liu	PROPN
cana-1474	326	9	,	,	PUNCT
cana-1474	326	10	and	and	CCONJ
cana-1474	326	11	m.	m.	PROPN
cana-1474	326	12	zheng	zheng	PROPN
cana-1474	326	13	,	,	PUNCT
cana-1474	326	14	‘	'	PUNCT
cana-1474	326	15	‘	'	PUNCT
cana-1474	326	16	temporal	temporal	ADJ
cana-1474	326	17	–	–	PUNCT
cana-1474	326	18	spatial	spatial	ADJ
cana-1474	326	19	quantum	quantum	NOUN
cana-1474	326	20	graph	graph	NOUN
cana-1474	326	21	convolutional	convolutional	ADJ
cana-1474	326	22	neural	neural	ADJ
cana-1474	326	23	network	network	NOUN
cana-1474	326	24	based	base	VERB
cana-1474	326	25	on	on	ADP
cana-1474	326	26	schrödinger	schrödinger	ADJ
cana-1474	326	27	approach	approach	NOUN
cana-1474	326	28	for	for	ADP
cana-1474	326	29	traffic	traffic	NOUN
cana-1474	326	30	congestion	congestion	NOUN
cana-1474	326	31	prediction	prediction	NOUN
cana-1474	326	32	,	,	PUNCT
cana-1474	326	33	’’	’'	PUNCT
cana-1474	326	34	ieee	ieee	PROPN
cana-1474	326	35	trans	trans	PROPN
cana-1474	326	36	.	.	PUNCT
cana-1474	327	1	intell	intell	PROPN
cana-1474	327	2	.	.	PUNCT
cana-1474	328	1	transp	transp	PROPN
cana-1474	328	2	.	.	PUNCT
cana-1474	329	1	syst	syst	PROPN
cana-1474	329	2	.	.	PUNCT
cana-1474	329	3	,	,	PUNCT
cana-1474	329	4	vol	vol	NOUN
cana-1474	329	5	.	.	PROPN
cana-1474	330	1	24	24	NUM
cana-1474	330	2	,	,	PUNCT
cana-1474	330	3	no	no	INTJ
cana-1474	330	4	.	.	NOUN
cana-1474	330	5	8	8	NUM
cana-1474	330	6	,	,	PUNCT
cana-1474	330	7	pp	pp	ADJ
cana-1474	330	8	.	.	PUNCT
cana-1474	331	1	8677–8686	8677–8686	NUM
cana-1474	331	2	,	,	PUNCT
cana-1474	331	3	aug	aug	PROPN
cana-1474	331	4	.	.	PROPN
cana-1474	331	5	2023	2023	NUM
cana-1474	331	6	.	.	PUNCT
cana-1474	332	1	[	[	X
cana-1474	332	2	29	29	NUM
cana-1474	332	3	]	]	X
cana-1474	332	4	y.	y.	PROPN
cana-1474	332	5	deng	deng	PROPN
cana-1474	332	6	,	,	PUNCT
cana-1474	332	7	w.	w.	PROPN
cana-1474	332	8	zhang	zhang	PROPN
cana-1474	332	9	,	,	PUNCT
cana-1474	332	10	w.	w.	PROPN
cana-1474	332	11	xu	xu	PROPN
cana-1474	332	12	,	,	PUNCT
cana-1474	332	13	y.	y.	PROPN
cana-1474	332	14	shen	shen	PROPN
cana-1474	332	15	,	,	PUNCT
cana-1474	332	16	and	and	CCONJ
cana-1474	332	17	w.	w.	PROPN
cana-1474	332	18	lam	lam	PROPN
cana-1474	332	19	,	,	PUNCT
cana-1474	332	20	‘	'	PUNCT
cana-1474	332	21	‘	'	PUNCT
cana-1474	332	22	nonfactoid	nonfactoid	ADJ
cana-1474	332	23	question	question	NOUN
cana-1474	332	24	answering	answering	NOUN
cana-1474	332	25	as	as	ADP
cana-1474	332	26	query	query	NOUN
cana-1474	332	27	-	-	PUNCT
cana-1474	332	28	focused	focus	VERB
cana-1474	332	29	summarization	summarization	NOUN
cana-1474	332	30	with	with	ADP
cana-1474	332	31	graph	graph	NOUN
cana-1474	332	32	-	-	PUNCT
cana-1474	332	33	enhanced	enhance	VERB
cana-1474	332	34	multihop	multihop	NOUN
cana-1474	332	35	inference	inference	NOUN
cana-1474	332	36	,	,	PUNCT
cana-1474	332	37	’’	’'	PUNCT
cana-1474	332	38	ieee	ieee	NOUN
cana-1474	332	39	trans	trans	PROPN
cana-1474	332	40	.	.	PUNCT
cana-1474	332	41	neural	neural	ADJ
cana-1474	332	42	netw	netw	NOUN
cana-1474	332	43	.	.	PUNCT
cana-1474	333	1	learn	learn	VERB
cana-1474	333	2	.	.	PUNCT
cana-1474	334	1	syst	syst	PROPN
cana-1474	334	2	.	.	PUNCT
cana-1474	334	3	,	,	PUNCT
cana-1474	334	4	pp	pp	PROPN
cana-1474	334	5	.	.	PUNCT
cana-1474	335	1	1–15	1–15	NUM
cana-1474	335	2	,	,	PUNCT
cana-1474	335	3	mar	mar	PROPN
cana-1474	335	4	.	.	PROPN
cana-1474	335	5	2023	2023	NUM
cana-1474	335	6	.	.	PUNCT
cana-1474	336	1	[	[	X
cana-1474	336	2	30	30	NUM
cana-1474	336	3	]	]	X
cana-1474	336	4	r.	r.	PROPN
cana-1474	336	5	j.	j.	PROPN
cana-1474	336	6	leveque	leveque	PROPN
cana-1474	336	7	,	,	PUNCT
cana-1474	336	8	finite	finite	ADJ
cana-1474	336	9	difference	difference	NOUN
cana-1474	336	10	methods	method	NOUN
cana-1474	336	11	for	for	ADP
cana-1474	336	12	ordinary	ordinary	ADJ
cana-1474	336	13	and	and	CCONJ
cana-1474	336	14	partial	partial	ADJ
cana-1474	336	15	differential	differential	NOUN
cana-1474	336	16	equations	equation	NOUN
cana-1474	336	17	:	:	PUNCT
cana-1474	336	18	steady	steady	ADJ
cana-1474	336	19	-	-	PUNCT
cana-1474	336	20	state	state	NOUN
cana-1474	336	21	and	and	CCONJ
cana-1474	336	22	timedependent	timedependent	NOUN
cana-1474	336	23	problems	problem	NOUN
cana-1474	336	24	.	.	PUNCT
cana-1474	337	1	philadelphia	philadelphia	PROPN
cana-1474	337	2	,	,	PUNCT
cana-1474	337	3	pa	pa	PROPN
cana-1474	337	4	,	,	PUNCT
cana-1474	337	5	usa	usa	PROPN
cana-1474	337	6	:	:	PUNCT
cana-1474	337	7	siam	siam	PROPN
cana-1474	337	8	,	,	PUNCT
cana-1474	337	9	2007	2007	NUM
cana-1474	337	10	.	.	PUNCT
cana-1474	338	1	[	[	X
cana-1474	338	2	31	31	NUM
cana-1474	338	3	]	]	PUNCT
cana-1474	338	4	p.	p.	NOUN
cana-1474	338	5	ramuhalli	ramuhalli	PROPN
cana-1474	338	6	,	,	PUNCT
cana-1474	338	7	l.	l.	PROPN
cana-1474	338	8	udpa	udpa	PROPN
cana-1474	338	9	,	,	PUNCT
cana-1474	338	10	and	and	CCONJ
cana-1474	338	11	s.	s.	PROPN
cana-1474	338	12	s.	s.	PROPN
cana-1474	338	13	udpa	udpa	PROPN
cana-1474	338	14	,	,	PUNCT
cana-1474	338	15	‘	'	PUNCT
cana-1474	338	16	‘	'	PUNCT
cana-1474	338	17	finite	finite	ADJ
cana-1474	338	18	-	-	ADJ
cana-1474	338	19	element	element	ADJ
cana-1474	338	20	neural	neural	ADJ
cana-1474	338	21	networks	network	NOUN
cana-1474	338	22	for	for	ADP
cana-1474	338	23	solving	solve	VERB
cana-1474	338	24	differential	differential	ADJ
cana-1474	338	25	equations	equation	NOUN
cana-1474	338	26	,	,	PUNCT
cana-1474	338	27	’’	’'	PUNCT
cana-1474	338	28	ieee	ieee	NOUN
cana-1474	338	29	trans	trans	PROPN
cana-1474	338	30	.	.	PUNCT
cana-1474	339	1	neural	neural	ADJ
cana-1474	339	2	netw	netw	NOUN
cana-1474	339	3	.	.	PUNCT
cana-1474	340	1	,	,	PUNCT
cana-1474	340	2	vol	vol	NOUN
cana-1474	340	3	.	.	PROPN
cana-1474	341	1	16	16	NUM
cana-1474	341	2	,	,	PUNCT
cana-1474	341	3	no	no	INTJ
cana-1474	341	4	.	.	NOUN
cana-1474	341	5	6	6	NUM
cana-1474	341	6	,	,	PUNCT
cana-1474	341	7	pp	pp	ADJ
cana-1474	341	8	.	.	PUNCT
cana-1474	341	9	1381–1392	1381–1392	NUM
cana-1474	341	10	,	,	PUNCT
cana-1474	341	11	nov	nov	PROPN
cana-1474	341	12	.	.	PROPN
cana-1474	341	13	2005	2005	NUM
cana-1474	341	14	.	.	PUNCT
cana-1474	342	1	[	[	X
cana-1474	342	2	32	32	NUM
cana-1474	342	3	]	]	X
cana-1474	342	4	h.	h.	PROPN
cana-1474	342	5	sug	sug	PROPN
cana-1474	342	6	,	,	PUNCT
cana-1474	342	7	‘	'	PUNCT
cana-1474	342	8	‘	'	PUNCT
cana-1474	342	9	the	the	DET
cana-1474	342	10	effect	effect	NOUN
cana-1474	342	11	of	of	ADP
cana-1474	342	12	training	training	NOUN
cana-1474	342	13	set	set	VERB
cana-1474	342	14	size	size	NOUN
cana-1474	342	15	for	for	ADP
cana-1474	342	16	the	the	DET
cana-1474	342	17	performance	performance	NOUN
cana-1474	342	18	of	of	ADP
cana-1474	342	19	neural	neural	ADJ
cana-1474	342	20	networks	network	NOUN
cana-1474	342	21	of	of	ADP
cana-1474	342	22	classification	classification	NOUN
cana-1474	342	23	,	,	PUNCT
cana-1474	342	24	’’	’'	PUNCT
cana-1474	342	25	wseas	wsea	VERB
cana-1474	342	26	trans	trans	PROPN
cana-1474	342	27	.	.	PUNCT
cana-1474	343	1	comput	comput	PROPN
cana-1474	343	2	.	.	PUNCT
cana-1474	343	3	,	,	PUNCT
cana-1474	343	4	vol	vol	NOUN
cana-1474	343	5	.	.	PROPN
cana-1474	344	1	9	9	NUM
cana-1474	344	2	,	,	PUNCT
cana-1474	344	3	pp	pp	ADJ
cana-1474	344	4	.	.	PUNCT
cana-1474	345	1	306–1297	306–1297	NUM
cana-1474	345	2	,	,	PUNCT
cana-1474	345	3	nov	nov	PROPN
cana-1474	345	4	.	.	PROPN
cana-1474	345	5	2010	2010	NUM
cana-1474	345	6	.	.	PUNCT
cana-1474	346	1	[	[	X
cana-1474	346	2	33	33	NUM
cana-1474	346	3	]	]	PUNCT
cana-1474	346	4	z.	z.	PROPN
cana-1474	346	5	lv	lv	PROPN
cana-1474	346	6	,	,	PUNCT
cana-1474	346	7	l.	l.	PROPN
cana-1474	346	8	qiao	qiao	PROPN
cana-1474	346	9	,	,	PUNCT
cana-1474	346	10	j.	j.	PROPN
cana-1474	346	11	li	li	PROPN
cana-1474	346	12	,	,	PUNCT
cana-1474	346	13	and	and	CCONJ
cana-1474	346	14	h.	h.	PROPN
cana-1474	346	15	song	song	PROPN
cana-1474	346	16	,	,	PUNCT
cana-1474	346	17	‘	'	PUNCT
cana-1474	346	18	‘	'	PUNCT
cana-1474	346	19	deep	deep	ADJ
cana-1474	346	20	-	-	PUNCT
cana-1474	346	21	learning	learning	NOUN
cana-1474	346	22	-	-	PUNCT
cana-1474	346	23	enabled	enable	VERB
cana-1474	346	24	security	security	NOUN
cana-1474	346	25	issues	issue	NOUN
cana-1474	346	26	in	in	ADP
cana-1474	346	27	the	the	DET
cana-1474	346	28	internet	internet	NOUN
cana-1474	346	29	of	of	ADP
cana-1474	346	30	things	thing	NOUN
cana-1474	346	31	,	,	PUNCT
cana-1474	346	32	’’	’'	PUNCT
cana-1474	346	33	ieee	ieee	NOUN
cana-1474	346	34	internet	internet	NOUN
cana-1474	346	35	things	thing	NOUN
cana-1474	346	36	j.	j.	PROPN
cana-1474	346	37	,	,	PUNCT
cana-1474	346	38	vol	vol	NOUN
cana-1474	346	39	.	.	PROPN
cana-1474	346	40	8	8	NUM
cana-1474	346	41	,	,	PUNCT
cana-1474	346	42	no	no	INTJ
cana-1474	346	43	.	.	NOUN
cana-1474	346	44	12	12	NUM
cana-1474	346	45	,	,	PUNCT
cana-1474	346	46	pp	pp	ADJ
cana-1474	346	47	.	.	PUNCT
cana-1474	346	48	9531–9538	9531–9538	NUM
cana-1474	346	49	,	,	PUNCT
cana-1474	346	50	jun	jun	PROPN
cana-1474	346	51	.	.	PROPN
cana-1474	346	52	2021	2021	NUM
cana-1474	346	53	.	.	PUNCT
cana-1474	347	1	[	[	X
cana-1474	347	2	34	34	NUM
cana-1474	347	3	]	]	X
cana-1474	347	4	n.	n.	PROPN
cana-1474	347	5	kanwal	kanwal	PROPN
cana-1474	347	6	,	,	PUNCT
cana-1474	347	7	‘	'	PUNCT
cana-1474	347	8	‘	'	PUNCT
cana-1474	347	9	analysis	analysis	NOUN
cana-1474	347	10	of	of	ADP
cana-1474	347	11	cybercrimes	cybercrime	NOUN
cana-1474	347	12	:	:	PUNCT
cana-1474	347	13	a	a	DET
cana-1474	347	14	critical	critical	ADJ
cana-1474	347	15	perspective	perspective	NOUN
cana-1474	347	16	,	,	PUNCT
cana-1474	347	17	’’	’'	PUNCT
cana-1474	347	18	dept	dept	NOUN
cana-1474	347	19	.	.	PUNCT
cana-1474	347	20	comput	comput	PROPN
cana-1474	347	21	.	.	PUNCT
cana-1474	348	1	sci	sci	PROPN
cana-1474	348	2	.	.	PROPN
cana-1474	348	3	,	,	PUNCT
cana-1474	348	4	ncba&e	ncba&e	PROPN
cana-1474	348	5	lahore	lahore	NOUN
cana-1474	348	6	,	,	PUNCT
cana-1474	348	7	pakistan	pakistan	PROPN
cana-1474	348	8	,	,	PUNCT
cana-1474	348	9	tech	tech	NOUN
cana-1474	348	10	.	.	PUNCT
cana-1474	349	1	rep	rep	PROPN
cana-1474	349	2	.	.	PROPN
cana-1474	349	3	,	,	PUNCT
cana-1474	349	4	mar	mar	PROPN
cana-1474	349	5	.	.	PROPN
cana-1474	349	6	2023	2023	NUM
cana-1474	349	7	,	,	PUNCT
cana-1474	349	8	vol	vol	NOUN
cana-1474	349	9	.	.	NOUN
cana-1474	349	10	1	1	NUM
cana-1474	349	11	,	,	PUNCT
cana-1474	349	12	no	no	INTJ
cana-1474	349	13	.	.	NOUN
cana-1474	349	14	1	1	X
cana-1474	349	15	.	.	PUNCT
cana-1474	350	1	[	[	X
cana-1474	350	2	35	35	NUM
cana-1474	350	3	]	]	X
cana-1474	350	4	z.	z.	PROPN
cana-1474	350	5	xiong	xiong	PROPN
cana-1474	350	6	,	,	PUNCT
cana-1474	350	7	x.	x.	PROPN
cana-1474	350	8	li	li	PROPN
cana-1474	350	9	,	,	PUNCT
cana-1474	350	10	x.	x.	PROPN
cana-1474	350	11	zhang	zhang	PROPN
cana-1474	350	12	,	,	PUNCT
cana-1474	350	13	m.	m.	PROPN
cana-1474	350	14	deng	deng	PROPN
cana-1474	350	15	,	,	PUNCT
cana-1474	350	16	f.	f.	PROPN
cana-1474	350	17	xu	xu	PROPN
cana-1474	350	18	,	,	PUNCT
cana-1474	350	19	b.	b.	PROPN
cana-1474	350	20	zhou	zhou	PROPN
cana-1474	350	21	,	,	PUNCT
cana-1474	350	22	and	and	CCONJ
cana-1474	350	23	m.	m.	PROPN
cana-1474	350	24	zeng	zeng	PROPN
cana-1474	350	25	,	,	PUNCT
cana-1474	350	26	‘	'	PUNCT
cana-1474	350	27	‘	'	PUNCT
cana-1474	350	28	a	a	DET
cana-1474	350	29	comprehensive	comprehensive	ADJ
cana-1474	350	30	confirmation	confirmation	NOUN
cana-1474	350	31	-	-	PUNCT
cana-1474	350	32	based	base	VERB
cana-1474	350	33	selfish	selfish	ADJ
cana-1474	350	34	node	node	ADJ
cana-1474	350	35	detection	detection	NOUN
cana-1474	350	36	algorithm	algorithm	NOUN
cana-1474	350	37	for	for	ADP
cana-1474	350	38	socially	socially	ADV
cana-1474	350	39	aware	aware	ADJ
cana-1474	350	40	networks	network	NOUN
cana-1474	350	41	,	,	PUNCT
cana-1474	350	42	’’	’'	PUNCT
cana-1474	350	43	j.	j.	PROPN
cana-1474	350	44	signal	signal	PROPN
cana-1474	350	45	process	process	NOUN
cana-1474	350	46	.	.	PUNCT
cana-1474	351	1	syst	syst	PROPN
cana-1474	351	2	.	.	PUNCT
cana-1474	351	3	,	,	PUNCT
cana-1474	351	4	pp	pp	PROPN
cana-1474	351	5	.	.	PUNCT
cana-1474	352	1	1–19	1–19	PROPN
cana-1474	352	2	,	,	PUNCT
cana-1474	352	3	apr	apr	PROPN
cana-1474	352	4	.	.	PROPN
cana-1474	352	5	2023	2023	NUM
cana-1474	352	6	.	.	PUNCT
cana-1474	353	1	communications	communication	NOUN
cana-1474	353	2	on	on	ADP
cana-1474	353	3	applied	apply	VERB
cana-1474	353	4	nonlinear	nonlinear	ADJ
cana-1474	353	5	analysis	analysis	NOUN
cana-1474	353	6	issn	issn	NOUN
cana-1474	353	7	:	:	PUNCT
cana-1474	353	8	1074	1074	NUM
cana-1474	353	9	-	-	PUNCT
cana-1474	353	10	133x	133x	NUM
cana-1474	353	11	vol	vol	NOUN
cana-1474	353	12	31	31	NUM
cana-1474	353	13	no	no	NOUN
cana-1474	353	14	.	.	PUNCT
cana-1474	354	1	8s	8s	PROPN
cana-1474	354	2	(	(	PUNCT
cana-1474	354	3	2024	2024	NUM
cana-1474	354	4	)	)	PUNCT
cana-1474	354	5	197	197	NUM
cana-1474	354	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1474	355	1	[	[	X
cana-1474	355	2	36	36	NUM
cana-1474	355	3	]	]	PUNCT
cana-1474	355	4	x.	x.	PROPN
cana-1474	355	5	qin	qin	PROPN
cana-1474	355	6	,	,	PUNCT
cana-1474	355	7	z.	z.	PROPN
cana-1474	355	8	liu	liu	PROPN
cana-1474	355	9	,	,	PUNCT
cana-1474	355	10	y.	y.	PROPN
cana-1474	355	11	liu	liu	PROPN
cana-1474	355	12	,	,	PUNCT
cana-1474	355	13	s.	s.	PROPN
cana-1474	355	14	liu	liu	PROPN
cana-1474	355	15	,	,	PUNCT
cana-1474	355	16	b.	b.	PROPN
cana-1474	355	17	yang	yang	PROPN
cana-1474	355	18	,	,	PUNCT
cana-1474	355	19	l.	l.	PROPN
cana-1474	355	20	yin	yin	PROPN
cana-1474	355	21	,	,	PUNCT
cana-1474	355	22	m.	m.	NOUN
cana-1474	355	23	liu	liu	PROPN
cana-1474	355	24	,	,	PUNCT
cana-1474	355	25	and	and	CCONJ
cana-1474	355	26	w.	w.	PROPN
cana-1474	355	27	zheng	zheng	PROPN
cana-1474	355	28	,	,	PUNCT
cana-1474	355	29	‘	'	PUNCT
cana-1474	355	30	‘	'	PUNCT
cana-1474	355	31	user	user	NOUN
cana-1474	355	32	ocean	ocean	NOUN
cana-1474	355	33	personality	personality	NOUN
cana-1474	355	34	model	model	NOUN
cana-1474	355	35	construction	construction	NOUN
cana-1474	355	36	method	method	NOUN
cana-1474	355	37	using	use	VERB
cana-1474	355	38	a	a	DET
cana-1474	355	39	bp	bp	PROPN
cana-1474	355	40	neural	neural	ADJ
cana-1474	355	41	network	network	NOUN
cana-1474	355	42	,	,	PUNCT
cana-1474	355	43	’’	’'	PUNCT
cana-1474	355	44	electronics	electronic	NOUN
cana-1474	355	45	,	,	PUNCT
cana-1474	355	46	vol	vol	NOUN
cana-1474	355	47	.	.	PROPN
cana-1474	356	1	11	11	NUM
cana-1474	356	2	,	,	PUNCT
cana-1474	356	3	no	no	INTJ
cana-1474	356	4	.	.	NOUN
cana-1474	356	5	19	19	NUM
cana-1474	356	6	,	,	PUNCT
cana-1474	356	7	p.	p.	NOUN
cana-1474	356	8	3022	3022	NUM
cana-1474	356	9	,	,	PUNCT
cana-1474	356	10	sep	sep	PROPN
cana-1474	356	11	.	.	PROPN
cana-1474	357	1	2022	2022	NUM
cana-1474	357	2	.	.	PUNCT
cana-1474	358	1	[	[	X
cana-1474	358	2	37	37	NUM
cana-1474	358	3	]	]	PUNCT
cana-1474	358	4	m.	m.	NOUN
cana-1474	358	5	malik	malik	PROPN
cana-1474	358	6	and	and	CCONJ
cana-1474	358	7	m.	m.	PROPN
cana-1474	358	8	dutta	dutta	PROPN
cana-1474	358	9	,	,	PUNCT
cana-1474	358	10	‘	'	PUNCT
cana-1474	358	11	‘	'	PUNCT
cana-1474	358	12	feature	feature	NOUN
cana-1474	358	13	engineering	engineering	NOUN
cana-1474	358	14	and	and	CCONJ
cana-1474	358	15	machine	machine	NOUN
cana-1474	358	16	learning	learn	VERB
cana-1474	358	17	framework	framework	NOUN
cana-1474	358	18	for	for	ADP
cana-1474	358	19	ddos	ddos	NOUN
cana-1474	358	20	attack	attack	NOUN
cana-1474	358	21	detection	detection	NOUN
cana-1474	358	22	in	in	ADP
cana-1474	358	23	the	the	DET
cana-1474	358	24	standardized	standardized	ADJ
cana-1474	358	25	internet	internet	NOUN
cana-1474	358	26	of	of	ADP
cana-1474	358	27	things	thing	NOUN
cana-1474	358	28	,	,	PUNCT
cana-1474	358	29	’’	’'	PUNCT
cana-1474	358	30	ieee	ieee	NOUN
cana-1474	358	31	internet	internet	NOUN
cana-1474	358	32	things	thing	NOUN
cana-1474	358	33	j.	j.	PROPN
cana-1474	358	34	,	,	PUNCT
cana-1474	358	35	vol	vol	NOUN
cana-1474	358	36	.	.	PROPN
cana-1474	358	37	10	10	NUM
cana-1474	358	38	,	,	PUNCT
cana-1474	358	39	no	no	INTJ
cana-1474	358	40	.	.	NOUN
cana-1474	358	41	10	10	NUM
cana-1474	358	42	,	,	PUNCT
cana-1474	358	43	pp	pp	ADJ
cana-1474	358	44	.	.	PUNCT
cana-1474	358	45	8658–8669	8658–8669	NUM
cana-1474	358	46	,	,	PUNCT
cana-1474	358	47	may	may	AUX
cana-1474	358	48	2023	2023	NUM
cana-1474	358	49	.	.	PUNCT
cana-1474	359	1	[	[	X
cana-1474	359	2	38	38	NUM
cana-1474	359	3	]	]	PUNCT
cana-1474	359	4	h.	h.	PROPN
cana-1474	359	5	jiang	jiang	PROPN
cana-1474	359	6	,	,	PUNCT
cana-1474	359	7	m.	m.	PROPN
cana-1474	359	8	wang	wang	PROPN
cana-1474	359	9	,	,	PUNCT
cana-1474	359	10	p.	p.	PROPN
cana-1474	359	11	zhao	zhao	PROPN
cana-1474	359	12	,	,	PUNCT
cana-1474	359	13	z.	z.	PROPN
cana-1474	359	14	xiao	xiao	PROPN
cana-1474	359	15	,	,	PUNCT
cana-1474	359	16	and	and	CCONJ
cana-1474	359	17	s.	s.	PROPN
cana-1474	359	18	dustdar	dustdar	PROPN
cana-1474	359	19	,	,	PUNCT
cana-1474	359	20	‘	'	PUNCT
cana-1474	359	21	‘	'	PUNCT
cana-1474	359	22	a	a	DET
cana-1474	359	23	utilityaware	utilityaware	NOUN
cana-1474	359	24	general	general	ADJ
cana-1474	359	25	framework	framework	NOUN
cana-1474	359	26	with	with	ADP
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cana-1474	359	28	privacy	privacy	NOUN
cana-1474	359	29	preservation	preservation	NOUN
cana-1474	359	30	for	for	ADP
cana-1474	359	31	destination	destination	NOUN
cana-1474	359	32	prediction	prediction	NOUN
cana-1474	359	33	in	in	ADP
cana-1474	359	34	lbss	lbss	NOUN
cana-1474	359	35	,	,	PUNCT
cana-1474	359	36	’’	’'	PUNCT
cana-1474	359	37	ieee	ieee	PROPN
cana-1474	359	38	/	/	SYM
cana-1474	359	39	acm	acm	PROPN
cana-1474	359	40	trans	trans	PROPN
cana-1474	359	41	.	.	PUNCT
cana-1474	360	1	netw	netw	PROPN
cana-1474	360	2	.	.	PUNCT
cana-1474	361	1	,	,	PUNCT
cana-1474	361	2	vol	vol	NOUN
cana-1474	361	3	.	.	PROPN
cana-1474	361	4	29	29	NUM
cana-1474	361	5	,	,	PUNCT
cana-1474	361	6	no	no	INTJ
cana-1474	361	7	.	.	NOUN
cana-1474	361	8	5	5	NUM
cana-1474	361	9	,	,	PUNCT
cana-1474	361	10	pp	pp	ADJ
cana-1474	361	11	.	.	PUNCT
cana-1474	362	1	2228–2241	2228–2241	NUM
cana-1474	362	2	,	,	PUNCT
cana-1474	362	3	oct	oct	PROPN
cana-1474	362	4	.	.	PROPN
cana-1474	362	5	2021	2021	NUM
cana-1474	362	6	.	.	PUNCT
cana-1474	363	1	[	[	X
cana-1474	363	2	39	39	NUM
cana-1474	363	3	]	]	PUNCT
cana-1474	363	4	h.	h.	PROPN
cana-1474	363	5	zhu	zhu	PROPN
cana-1474	363	6	,	,	PUNCT
cana-1474	363	7	m.	m.	PROPN
cana-1474	363	8	xue	xue	PROPN
cana-1474	363	9	,	,	PUNCT
cana-1474	363	10	y.	y.	PROPN
cana-1474	363	11	wang	wang	PROPN
cana-1474	363	12	,	,	PUNCT
cana-1474	363	13	g.	g.	PROPN
cana-1474	363	14	yuan	yuan	PROPN
cana-1474	363	15	,	,	PUNCT
cana-1474	363	16	and	and	CCONJ
cana-1474	363	17	x.	x.	PROPN
cana-1474	363	18	li	li	PROPN
cana-1474	363	19	,	,	PUNCT
cana-1474	363	20	‘	'	PUNCT
cana-1474	363	21	‘	'	PUNCT
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cana-1474	363	23	visual	visual	ADJ
cana-1474	363	24	tracking	tracking	NOUN
cana-1474	363	25	with	with	ADP
cana-1474	363	26	siamese	siamese	ADJ
cana-1474	363	27	oriented	orient	VERB
cana-1474	363	28	region	region	NOUN
cana-1474	363	29	proposal	proposal	NOUN
cana-1474	363	30	network	network	NOUN
cana-1474	363	31	,	,	PUNCT
cana-1474	363	32	’’	’'	PUNCT
cana-1474	363	33	ieee	ieee	NOUN
cana-1474	363	34	signal	signal	NOUN
cana-1474	363	35	process	process	NOUN
cana-1474	363	36	.	.	PUNCT
cana-1474	364	1	lett	lett	PROPN
cana-1474	364	2	.	.	PROPN
cana-1474	364	3	,	,	PUNCT
cana-1474	364	4	vol	vol	NOUN
cana-1474	364	5	.	.	PROPN
cana-1474	364	6	29	29	NUM
cana-1474	364	7	,	,	PUNCT
cana-1474	364	8	pp	pp	ADJ
cana-1474	364	9	.	.	PUNCT
cana-1474	365	1	1437–1441	1437–1441	NUM
cana-1474	365	2	,	,	PUNCT
cana-1474	365	3	2022	2022	NUM
cana-1474	365	4	.	.	PUNCT
cana-1474	366	1	[	[	X
cana-1474	366	2	40	40	NUM
cana-1474	366	3	]	]	PUNCT
cana-1474	366	4	j.	j.	PROPN
cana-1474	366	5	lee	lee	PROPN
cana-1474	366	6	and	and	CCONJ
cana-1474	366	7	j.	j.	PROPN
cana-1474	366	8	jin	jin	PROPN
cana-1474	366	9	,	,	PUNCT
cana-1474	366	10	‘	'	PUNCT
cana-1474	366	11	‘	'	PUNCT
cana-1474	366	12	thickness	thickness	NOUN
cana-1474	366	13	and	and	CCONJ
cana-1474	366	14	refractive	refractive	ADJ
cana-1474	366	15	index	index	NOUN
cana-1474	366	16	measurements	measurement	NOUN
cana-1474	366	17	of	of	ADP
cana-1474	366	18	a	a	DET
cana-1474	366	19	thinfilm	thinfilm	NOUN
cana-1474	366	20	using	use	VERB
cana-1474	366	21	an	an	DET
cana-1474	366	22	artificial	artificial	ADJ
cana-1474	366	23	neural	neural	ADJ
cana-1474	366	24	network	network	NOUN
cana-1474	366	25	algorithm	algorithm	NOUN
cana-1474	366	26	,	,	PUNCT
cana-1474	366	27	’’	’'	PUNCT
cana-1474	366	28	metrologia	metrologia	NOUN
cana-1474	366	29	,	,	PUNCT
cana-1474	366	30	vol	vol	NOUN
cana-1474	366	31	.	.	PROPN
cana-1474	366	32	60	60	NUM
cana-1474	366	33	,	,	PUNCT
cana-1474	366	34	no	no	INTJ
cana-1474	366	35	.	.	NOUN
cana-1474	366	36	2	2	NUM
cana-1474	366	37	,	,	PUNCT
cana-1474	366	38	2023	2023	NUM
cana-1474	366	39	,	,	PUNCT
cana-1474	366	40	art	art	NOUN
cana-1474	366	41	.	.	PUNCT
cana-1474	367	1	no	no	INTJ
cana-1474	367	2	.	.	NOUN
cana-1474	367	3	025001	025001	NUM
cana-1474	367	4	.	.	PUNCT
cana-1474	368	1	[	[	X
cana-1474	368	2	41	41	NUM
cana-1474	368	3	]	]	X
cana-1474	368	4	c.	c.	PROPN
cana-1474	368	5	p.	p.	PROPN
cana-1474	368	6	robert	robert	PROPN
cana-1474	368	7	,	,	PUNCT
cana-1474	368	8	g.	g.	PROPN
cana-1474	368	9	casella	casella	PROPN
cana-1474	368	10	,	,	PUNCT
cana-1474	368	11	c.	c.	PROPN
cana-1474	368	12	p.	p.	PROPN
cana-1474	368	13	robert	robert	PROPN
cana-1474	368	14	,	,	PUNCT
cana-1474	368	15	and	and	CCONJ
cana-1474	368	16	g.	g.	PROPN
cana-1474	368	17	casella	casella	PROPN
cana-1474	368	18	,	,	PUNCT
cana-1474	368	19	‘	'	PUNCT
cana-1474	368	20	‘	'	PUNCT
cana-1474	368	21	the	the	DET
cana-1474	368	22	metropolis	metropolis	PROPN
cana-1474	368	23	—	—	PUNCT
cana-1474	368	24	hastings	hastings	PROPN
cana-1474	368	25	algorithm	algorithm	PROPN
cana-1474	368	26	,	,	PUNCT
cana-1474	368	27	’’	’'	PUNCT
cana-1474	368	28	in	in	ADP
cana-1474	368	29	monte	monte	PROPN
cana-1474	368	30	carlo	carlo	PROPN
cana-1474	368	31	statistical	statistical	ADJ
cana-1474	368	32	methods	method	NOUN
cana-1474	368	33	.	.	PUNCT
cana-1474	369	1	berlin	berlin	PROPN
cana-1474	369	2	,	,	PUNCT
cana-1474	369	3	germany	germany	PROPN
cana-1474	369	4	:	:	PUNCT
cana-1474	369	5	springer	springer	NOUN
cana-1474	369	6	,	,	PUNCT
cana-1474	369	7	1999	1999	NUM
cana-1474	369	8	,	,	PUNCT
cana-1474	369	9	pp	pp	ADP
cana-1474	369	10	.	.	PUNCT
cana-1474	370	1	231–283	231–283	NUM
cana-1474	370	2	.	.	PUNCT
cana-1474	371	1	[	[	X
cana-1474	371	2	42	42	NUM
cana-1474	371	3	]	]	PUNCT
cana-1474	371	4	x.	x.	NOUN
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cana-1474	371	6	,	,	PUNCT
cana-1474	371	7	w.	w.	PROPN
cana-1474	371	8	xue	xue	PROPN
cana-1474	371	9	,	,	PUNCT
cana-1474	371	10	p.	p.	PROPN
cana-1474	371	11	wan	wan	PROPN
cana-1474	371	12	,	,	PUNCT
cana-1474	371	13	h.	h.	PROPN
cana-1474	371	14	zhang	zhang	PROPN
cana-1474	371	15	,	,	PUNCT
cana-1474	371	16	x.	x.	PROPN
cana-1474	371	17	wang	wang	PROPN
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cana-1474	371	19	and	and	CCONJ
cana-1474	371	20	z.	z.	PROPN
cana-1474	371	21	zhang	zhang	PROPN
cana-1474	371	22	,	,	PUNCT
cana-1474	371	23	‘	'	PUNCT
cana-1474	371	24	‘	'	PUNCT
cana-1474	371	25	fcgsm	fcgsm	NOUN
cana-1474	371	26	:	:	PUNCT
cana-1474	371	27	fast	fast	ADJ
cana-1474	371	28	conjugate	conjugate	ADJ
cana-1474	371	29	gradient	gradient	NOUN
cana-1474	371	30	sign	sign	NOUN
cana-1474	371	31	method	method	NOUN
cana-1474	371	32	for	for	ADP
cana-1474	371	33	adversarial	adversarial	ADJ
cana-1474	371	34	attack	attack	NOUN
cana-1474	371	35	on	on	ADP
cana-1474	371	36	image	image	NOUN
cana-1474	371	37	classification	classification	NOUN
cana-1474	371	38	,	,	PUNCT
cana-1474	371	39	’’	’'	PUNCT
cana-1474	371	40	in	in	ADP
cana-1474	371	41	innovative	innovative	ADJ
cana-1474	371	42	computing	computing	NOUN
cana-1474	371	43	vol	vol	NOUN
cana-1474	371	44	2	2	NUM
cana-1474	371	45	—	—	PUNCT
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cana-1474	371	47	topics	topic	NOUN
cana-1474	371	48	in	in	ADP
cana-1474	371	49	future	future	ADJ
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cana-1474	371	51	.	.	PUNCT
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cana-1474	372	2	,	,	PUNCT
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cana-1474	372	4	:	:	PUNCT
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cana-1474	372	6	,	,	PUNCT
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cana-1474	372	8	,	,	PUNCT
cana-1474	372	9	pp	pp	ADJ
cana-1474	372	10	.	.	PUNCT
cana-1474	373	1	709–716	709–716	NUM
cana-1474	373	2	.	.	PUNCT
cana-1474	374	1	[	[	X
cana-1474	374	2	43	43	NUM
cana-1474	374	3	]	]	X
cana-1474	374	4	w.	w.	PROPN
cana-1474	374	5	liu	liu	PROPN
cana-1474	374	6	,	,	PUNCT
cana-1474	374	7	y.	y.	PROPN
cana-1474	374	8	he	he	PRON
cana-1474	374	9	,	,	PUNCT
cana-1474	374	10	x.	x.	PROPN
cana-1474	374	11	wang	wang	PROPN
cana-1474	374	12	,	,	PUNCT
cana-1474	374	13	z.	z.	PROPN
cana-1474	374	14	duan	duan	PROPN
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cana-1474	374	16	w.	w.	PROPN
cana-1474	374	17	liang	liang	PROPN
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cana-1474	374	20	y.	y.	PROPN
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cana-1474	374	23	‘	'	PUNCT
cana-1474	374	24	‘	'	PUNCT
cana-1474	374	25	bfg	bfg	NOUN
cana-1474	374	26	:	:	PUNCT
cana-1474	374	27	privacy	privacy	NOUN
cana-1474	374	28	protection	protection	NOUN
cana-1474	374	29	framework	framework	NOUN
cana-1474	374	30	for	for	ADP
cana-1474	374	31	internet	internet	NOUN
cana-1474	374	32	of	of	ADP
cana-1474	374	33	medical	medical	ADJ
cana-1474	374	34	things	thing	NOUN
cana-1474	374	35	based	base	VERB
cana-1474	374	36	on	on	ADP
cana-1474	374	37	blockchain	blockchain	PROPN
cana-1474	374	38	and	and	CCONJ
cana-1474	374	39	federated	federated	ADJ
cana-1474	374	40	learning	learning	NOUN
cana-1474	374	41	,	,	PUNCT
cana-1474	374	42	’’	’'	PUNCT
cana-1474	374	43	connection	connection	NOUN
cana-1474	374	44	sci	sci	PROPN
cana-1474	374	45	.	.	PROPN
cana-1474	374	46	,	,	PUNCT
cana-1474	374	47	vol	vol	NOUN
cana-1474	374	48	.	.	PROPN
cana-1474	374	49	35	35	NUM
cana-1474	374	50	,	,	PUNCT
cana-1474	374	51	no	no	INTJ
cana-1474	374	52	.	.	NOUN
cana-1474	374	53	1	1	NUM
cana-1474	374	54	,	,	PUNCT
cana-1474	374	55	dec	dec	PROPN
cana-1474	374	56	.	.	PROPN
cana-1474	374	57	2023	2023	NUM
cana-1474	374	58	,	,	PUNCT
cana-1474	374	59	art	art	NOUN
cana-1474	374	60	.	.	PUNCT
cana-1474	375	1	no	no	INTJ
cana-1474	375	2	.	.	NOUN
cana-1474	376	1	2199951	2199951	NUM
cana-1474	376	2	.	.	PUNCT
cana-1474	377	1	[	[	X
cana-1474	377	2	44	44	NUM
cana-1474	377	3	]	]	PUNCT
cana-1474	377	4	m.	m.	NOUN
cana-1474	377	5	balaaditya	balaaditya	NOUN
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cana-1474	377	7	s.	s.	PROPN
cana-1474	377	8	d.	d.	PROPN
cana-1474	377	9	dunston	dunston	PROPN
cana-1474	377	10	,	,	PUNCT
cana-1474	377	11	‘	'	PUNCT
cana-1474	377	12	‘	'	PUNCT
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cana-1474	377	15	the	the	DET
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cana-1474	377	17	of	of	ADP
cana-1474	377	18	adversarial	adversarial	ADJ
cana-1474	377	19	training	training	NOUN
cana-1474	377	20	in	in	ADP
cana-1474	377	21	defending	defend	VERB
cana-1474	377	22	efficientnet	efficientnet	NOUN
cana-1474	377	23	-	-	PUNCT
cana-1474	377	24	b0	b0	NOUN
cana-1474	377	25	model	model	NOUN
cana-1474	377	26	from	from	ADP
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cana-1474	377	28	attack	attack	NOUN
cana-1474	377	29	,	,	PUNCT
cana-1474	377	30	’’	’'	PUNCT
cana-1474	377	31	in	in	ADP
cana-1474	377	32	proc	proc	NOUN
cana-1474	377	33	.	.	PUNCT
cana-1474	378	1	3rd	3rd	ADJ
cana-1474	378	2	int	int	NOUN
cana-1474	378	3	.	.	PUNCT
cana-1474	379	1	conf	conf	PROPN
cana-1474	379	2	.	.	PUNCT
cana-1474	380	1	intell	intell	PROPN
cana-1474	380	2	.	.	PUNCT
cana-1474	381	1	commun	commun	PROPN
cana-1474	381	2	.	.	PUNCT
cana-1474	382	1	comput	comput	PROPN
cana-1474	382	2	.	.	PUNCT
cana-1474	383	1	techn	techn	PROPN
cana-1474	383	2	.	.	PUNCT
cana-1474	384	1	(	(	PUNCT
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cana-1474	384	3	)	)	PUNCT
cana-1474	384	4	,	,	PUNCT
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cana-1474	384	10	.	.	PUNCT
cana-1474	385	1	1–7	1–7	X
cana-1474	385	2	.	.	PUNCT
cana-1474	386	1	[	[	X
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cana-1474	386	3	]	]	PUNCT
cana-1474	386	4	w.	w.	NOUN
cana-1474	386	5	lyu	lyu	PROPN
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cana-1474	386	7	z.-a	z.-a	NOUN
cana-1474	386	8	.	.	PUNCT
cana-1474	387	1	wang	wang	PROPN
cana-1474	387	2	,	,	PUNCT
cana-1474	387	3	‘	'	PUNCT
cana-1474	387	4	‘	'	PUNCT
cana-1474	387	5	logistic	logistic	ADJ
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cana-1474	387	8	in	in	ADP
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cana-1474	387	10	models	model	NOUN
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cana-1474	387	12	density	density	NOUN
cana-1474	387	13	-	-	PUNCT
cana-1474	387	14	suppressed	suppress	VERB
cana-1474	387	15	motility	motility	NOUN
cana-1474	387	16	,	,	PUNCT
cana-1474	387	17	’’	’'	PUNCT
cana-1474	387	18	adv	adv	PROPN
cana-1474	387	19	.	.	PUNCT
cana-1474	388	1	nonlinear	nonlinear	PROPN
cana-1474	388	2	anal	anal	PROPN
cana-1474	388	3	.	.	PUNCT
cana-1474	388	4	,	,	PUNCT
cana-1474	388	5	vol	vol	NOUN
cana-1474	388	6	.	.	PROPN
cana-1474	389	1	12	12	NUM
cana-1474	389	2	,	,	PUNCT
cana-1474	389	3	no	no	INTJ
cana-1474	389	4	.	.	NOUN
cana-1474	389	5	1	1	NUM
cana-1474	389	6	,	,	PUNCT
cana-1474	389	7	pp	pp	ADJ
cana-1474	389	8	.	.	PUNCT
cana-1474	390	1	336–355	336–355	NUM
cana-1474	390	2	,	,	PUNCT
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cana-1474	390	4	.	.	PROPN
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cana-1474	390	6	.	.	PUNCT
cana-1474	391	1	[	[	X
cana-1474	391	2	46	46	NUM
cana-1474	391	3	]	]	PUNCT
cana-1474	391	4	x.	x.	PROPN
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cana-1474	391	10	d.	d.	PROPN
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cana-1474	391	16	j.	j.	PROPN
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cana-1474	391	26	‘	'	PUNCT
cana-1474	391	27	‘	'	PUNCT
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cana-1474	391	45	.	.	PUNCT
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cana-1474	392	3	.	.	PUNCT
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cana-1474	396	7	‘	'	PUNCT
cana-1474	396	8	‘	'	PUNCT
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cana-1474	399	3	]	]	PUNCT
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cana-1474	399	6	,	,	PUNCT
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cana-1474	399	9	,	,	PUNCT
cana-1474	399	10	h.	h.	PROPN
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cana-1474	399	15	,	,	PUNCT
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cana-1474	399	17	h.	h.	PROPN
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cana-1474	399	20	‘	'	PUNCT
cana-1474	399	21	‘	'	PUNCT
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cana-1474	399	24	in	in	ADP
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cana-1474	399	28	sensor	sensor	NOUN
cana-1474	399	29	networks	network	NOUN
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cana-1474	399	31	’’	’'	PUNCT
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cana-1474	399	33	trans	trans	PROPN
cana-1474	399	34	.	.	PUNCT
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cana-1474	400	2	netw	netw	NOUN
cana-1474	400	3	.	.	PUNCT
cana-1474	400	4	,	,	PUNCT
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cana-1474	400	7	18	18	NUM
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cana-1474	402	3	]	]	PUNCT
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cana-1474	402	13	for	for	ADP
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cana-1474	402	15	and	and	CCONJ
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cana-1474	402	17	:	:	PUNCT
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cana-1474	402	19	ordinary	ordinary	ADJ
cana-1474	402	20	differential	differential	ADJ
cana-1474	402	21	equations	equation	NOUN
cana-1474	402	22	.	.	PUNCT
cana-1474	403	1	boca	boca	PROPN
cana-1474	403	2	raton	raton	PROPN
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cana-1474	403	5	,	,	PUNCT
cana-1474	403	6	usa	usa	PROPN
cana-1474	403	7	:	:	PUNCT
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cana-1474	403	12	.	.	PUNCT
cana-1474	404	1	[	[	X
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cana-1474	404	3	]	]	PUNCT
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cana-1474	404	7	m.	m.	PROPN
cana-1474	404	8	zadsar	zadsar	PROPN
cana-1474	404	9	,	,	PUNCT
cana-1474	404	10	m.	m.	NOUN
cana-1474	404	11	ghafouri	ghafouri	PROPN
cana-1474	404	12	,	,	PUNCT
cana-1474	404	13	and	and	CCONJ
cana-1474	404	14	c.	c.	PROPN
cana-1474	404	15	assi	assi	PROPN
cana-1474	404	16	,	,	PUNCT
cana-1474	404	17	‘	'	PUNCT
cana-1474	404	18	‘	'	PUNCT
cana-1474	404	19	detection	detection	NOUN
cana-1474	404	20	of	of	ADP
cana-1474	404	21	cyberphysical	cyberphysical	ADJ
cana-1474	404	22	attacks	attack	NOUN
cana-1474	404	23	using	use	VERB
cana-1474	404	24	optimal	optimal	ADJ
cana-1474	404	25	recursive	recursive	ADJ
cana-1474	404	26	least	least	ADJ
cana-1474	404	27	square	square	ADJ
cana-1474	404	28	in	in	ADP
cana-1474	404	29	an	an	DET
cana-1474	404	30	islanded	islande	VERB
cana-1474	404	31	microgrid	microgrid	NOUN
cana-1474	404	32	,	,	PUNCT
cana-1474	404	33	’’	’'	PUNCT
cana-1474	404	34	in	in	ADP
cana-1474	404	35	proc	proc	NOUN
cana-1474	404	36	.	.	PUNCT
cana-1474	405	1	ieee	ieee	PROPN
cana-1474	405	2	power	power	PROPN
cana-1474	405	3	energy	energy	NOUN
cana-1474	405	4	soc	soc	NOUN
cana-1474	405	5	.	.	PUNCT
cana-1474	406	1	gen	gen	PROPN
cana-1474	406	2	.	.	PROPN
cana-1474	406	3	meeting	meeting	NOUN
cana-1474	406	4	(	(	PUNCT
cana-1474	406	5	pesgm	pesgm	NOUN
cana-1474	406	6	)	)	PUNCT
cana-1474	406	7	,	,	PUNCT
cana-1474	406	8	jul	jul	PROPN
cana-1474	406	9	.	.	PROPN
cana-1474	406	10	2022	2022	NUM
cana-1474	406	11	,	,	PUNCT
cana-1474	406	12	pp	pp	ADV
cana-1474	406	13	.	.	PUNCT
cana-1474	407	1	1–5	1–5	X
cana-1474	407	2	.	.	PUNCT
cana-1474	408	1	[	[	X
cana-1474	408	2	51	51	NUM
cana-1474	408	3	]	]	PUNCT
cana-1474	408	4	a.	a.	NOUN
cana-1474	408	5	handa	handa	PROPN
cana-1474	408	6	,	,	PUNCT
cana-1474	408	7	a.	a.	PROPN
cana-1474	408	8	sharma	sharma	PROPN
cana-1474	408	9	,	,	PUNCT
cana-1474	408	10	and	and	CCONJ
cana-1474	408	11	s.	s.	PROPN
cana-1474	408	12	k.	k.	PROPN
cana-1474	408	13	shukla	shukla	PROPN
cana-1474	408	14	,	,	PUNCT
cana-1474	408	15	‘	'	PUNCT
cana-1474	408	16	‘	'	PUNCT
cana-1474	408	17	machine	machine	NOUN
cana-1474	408	18	learning	learning	NOUN
cana-1474	408	19	in	in	ADP
cana-1474	408	20	cybersecurity	cybersecurity	NOUN
cana-1474	408	21	:	:	PUNCT
cana-1474	408	22	a	a	DET
cana-1474	408	23	review	review	NOUN
cana-1474	408	24	,	,	PUNCT
cana-1474	408	25	’’	’'	PUNCT
cana-1474	408	26	wiley	wiley	PROPN
cana-1474	408	27	interdiscipl	interdiscipl	PROPN
cana-1474	408	28	.	.	PUNCT
cana-1474	408	29	rev	rev	PROPN
cana-1474	408	30	.	.	PROPN
cana-1474	408	31	,	,	PUNCT
cana-1474	408	32	data	data	NOUN
cana-1474	408	33	mining	mining	NOUN
cana-1474	408	34	knowl	knowl	NOUN
cana-1474	408	35	.	.	PUNCT
cana-1474	409	1	discovery	discovery	NOUN
cana-1474	409	2	,	,	PUNCT
cana-1474	409	3	vol	vol	NOUN
cana-1474	409	4	.	.	PROPN
cana-1474	409	5	9	9	NUM
cana-1474	409	6	,	,	PUNCT
cana-1474	409	7	no	no	INTJ
cana-1474	409	8	.	.	NOUN
cana-1474	409	9	4	4	NUM
cana-1474	409	10	,	,	PUNCT
cana-1474	409	11	p.	p.	NOUN
cana-1474	409	12	e1306	e1306	PROPN
cana-1474	409	13	,	,	PUNCT
cana-1474	409	14	2019	2019	NUM
cana-1474	409	15	.	.	PUNCT
cana-1474	410	1	[	[	X
cana-1474	410	2	52	52	NUM
cana-1474	410	3	]	]	PUNCT
cana-1474	410	4	a.	a.	NOUN
cana-1474	410	5	h.	h.	PROPN
cana-1474	410	6	amarullah	amarullah	PROPN
cana-1474	410	7	,	,	PUNCT
cana-1474	410	8	a.	a.	PROPN
cana-1474	410	9	j.	j.	PROPN
cana-1474	410	10	s.	s.	PROPN
cana-1474	410	11	runturambi	runturambi	PROPN
cana-1474	410	12	,	,	PUNCT
cana-1474	410	13	and	and	CCONJ
cana-1474	410	14	b.	b.	PROPN
cana-1474	410	15	widiawan	widiawan	PROPN
cana-1474	410	16	,	,	PUNCT
cana-1474	410	17	‘	'	PUNCT
cana-1474	410	18	‘	'	PUNCT
cana-1474	410	19	analyzing	analyze	VERB
cana-1474	410	20	cyber	cyber	ADJ
cana-1474	410	21	crimes	crime	NOUN
cana-1474	410	22	during	during	ADP
cana-1474	410	23	covid-19	covid-19	PROPN
cana-1474	410	24	time	time	NOUN
cana-1474	410	25	in	in	ADP
cana-1474	410	26	indonesia	indonesia	PROPN
cana-1474	410	27	,	,	PUNCT
cana-1474	410	28	’’	’'	PUNCT
cana-1474	410	29	in	in	ADP
cana-1474	410	30	proc	proc	NOUN
cana-1474	410	31	.	.	PUNCT
cana-1474	411	1	3rd	3rd	ADJ
cana-1474	411	2	int	int	NOUN
cana-1474	411	3	.	.	PUNCT
cana-1474	412	1	conf	conf	NOUN
cana-1474	412	2	.	.	PUNCT
cana-1474	413	1	comput	comput	NOUN
cana-1474	413	2	.	.	PUNCT
cana-1474	414	1	commun	commun	PROPN
cana-1474	414	2	.	.	PUNCT
cana-1474	415	1	internet	internet	NOUN
cana-1474	415	2	(	(	PUNCT
cana-1474	415	3	iccci	iccci	NOUN
cana-1474	415	4	)	)	PUNCT
cana-1474	415	5	,	,	PUNCT
cana-1474	415	6	jun	jun	PROPN
cana-1474	415	7	.	.	PROPN
cana-1474	415	8	2021	2021	NUM
cana-1474	415	9	,	,	PUNCT
cana-1474	415	10	pp	pp	ADJ
cana-1474	415	11	.	.	PUNCT
cana-1474	416	1	78–83	78–83	NUM
cana-1474	416	2	.	.	PUNCT
cana-1474	417	1	[	[	X
cana-1474	417	2	53	53	NUM
cana-1474	417	3	]	]	PUNCT
cana-1474	417	4	r.	r.	PROPN
cana-1474	417	5	s.	s.	PROPN
cana-1474	417	6	faqir	faqir	PROPN
cana-1474	417	7	,	,	PUNCT
cana-1474	417	8	‘	'	PUNCT
cana-1474	417	9	‘	'	PUNCT
cana-1474	417	10	cyber	cyber	ADJ
cana-1474	417	11	crimes	crime	NOUN
cana-1474	417	12	in	in	ADP
cana-1474	417	13	jordan	jordan	PROPN
cana-1474	417	14	:	:	PUNCT
cana-1474	417	15	a	a	DET
cana-1474	417	16	legal	legal	ADJ
cana-1474	417	17	assessment	assessment	NOUN
cana-1474	417	18	on	on	ADP
cana-1474	417	19	the	the	DET
cana-1474	417	20	effectiveness	effectiveness	NOUN
cana-1474	417	21	of	of	ADP
cana-1474	417	22	information	information	NOUN
cana-1474	417	23	system	system	NOUN
cana-1474	417	24	crimes	crime	NOUN
cana-1474	417	25	law	law	NOUN
cana-1474	417	26	no	no	PRON
cana-1474	417	27	(	(	PUNCT
cana-1474	417	28	30	30	NUM
cana-1474	417	29	)	)	PUNCT
cana-1474	417	30	of	of	ADP
cana-1474	417	31	2010	2010	NUM
cana-1474	417	32	,	,	PUNCT
cana-1474	417	33	’’	’'	PUNCT
cana-1474	417	34	int	int	NOUN
cana-1474	417	35	.	.	PUNCT
cana-1474	418	1	j.	j.	PROPN
cana-1474	418	2	cyber	cyber	PROPN
cana-1474	418	3	criminolog	criminolog	PROPN
cana-1474	418	4	,	,	PUNCT
cana-1474	418	5	vol	vol	NOUN
cana-1474	418	6	.	.	PROPN
cana-1474	418	7	7	7	NUM
cana-1474	418	8	,	,	PUNCT
cana-1474	418	9	no	no	INTJ
cana-1474	418	10	.	.	NOUN
cana-1474	418	11	1	1	NUM
cana-1474	418	12	,	,	PUNCT
cana-1474	418	13	pp	pp	ADJ
cana-1474	418	14	.	.	PUNCT
cana-1474	418	15	1–10	1–10	NOUN
cana-1474	418	16	,	,	PUNCT
cana-1474	418	17	2013	2013	NUM
cana-1474	418	18	.	.	PUNCT
cana-1474	419	1	[	[	X
cana-1474	419	2	54	54	NUM
cana-1474	419	3	]	]	PUNCT
cana-1474	419	4	p.	p.	NOUN
cana-1474	419	5	datta	datta	PROPN
cana-1474	419	6	,	,	PUNCT
cana-1474	419	7	s.	s.	PROPN
cana-1474	419	8	n.	n.	PROPN
cana-1474	419	9	panda	panda	NOUN
cana-1474	419	10	,	,	PUNCT
cana-1474	419	11	s.	s.	PROPN
cana-1474	419	12	tanwar	tanwar	PROPN
cana-1474	419	13	,	,	PUNCT
cana-1474	419	14	and	and	CCONJ
cana-1474	419	15	r.	r.	PROPN
cana-1474	419	16	k.	k.	PROPN
cana-1474	419	17	kaushal	kaushal	PROPN
cana-1474	419	18	,	,	PUNCT
cana-1474	419	19	‘	'	PUNCT
cana-1474	419	20	‘	'	PUNCT
cana-1474	419	21	a	a	DET
cana-1474	419	22	technical	technical	ADJ
cana-1474	419	23	review	review	NOUN
cana-1474	419	24	report	report	NOUN
cana-1474	419	25	on	on	ADP
cana-1474	419	26	cyber	cyber	ADJ
cana-1474	419	27	crimes	crime	NOUN
cana-1474	419	28	in	in	ADP
cana-1474	419	29	india	india	PROPN
cana-1474	419	30	,	,	PUNCT
cana-1474	419	31	’’	’'	PUNCT
cana-1474	419	32	in	in	ADP
cana-1474	419	33	proc	proc	NOUN
cana-1474	419	34	.	.	PUNCT
cana-1474	420	1	int	int	NOUN
cana-1474	420	2	.	.	PUNCT
cana-1474	420	3	conf	conf	PROPN
cana-1474	420	4	.	.	PUNCT
cana-1474	421	1	emerg	emerg	PROPN
cana-1474	421	2	.	.	PUNCT
cana-1474	422	1	smart	smart	ADJ
cana-1474	422	2	comput	comput	NOUN
cana-1474	422	3	.	.	PUNCT
cana-1474	423	1	informat	informat	ADJ
cana-1474	423	2	.	.	PUNCT
cana-1474	424	1	(	(	PUNCT
cana-1474	424	2	esci	esci	PROPN
cana-1474	424	3	)	)	PUNCT
cana-1474	424	4	,	,	PUNCT
cana-1474	424	5	mar	mar	PROPN
cana-1474	424	6	.	.	PROPN
cana-1474	424	7	2020	2020	NUM
cana-1474	424	8	,	,	PUNCT
cana-1474	424	9	pp	pp	ADP
cana-1474	424	10	.	.	PUNCT
cana-1474	425	1	269–275	269–275	NUM
cana-1474	425	2	.	.	PUNCT
cana-1474	426	1	[	[	X
cana-1474	426	2	55	55	NUM
cana-1474	426	3	]	]	PUNCT
cana-1474	426	4	e.	e.	PROPN
cana-1474	426	5	f.	f.	PROPN
cana-1474	426	6	g.	g.	PROPN
cana-1474	426	7	ajayi	ajayi	PROPN
cana-1474	426	8	,	,	PUNCT
cana-1474	426	9	‘	'	PUNCT
cana-1474	426	10	‘	'	PUNCT
cana-1474	426	11	challenges	challenge	NOUN
cana-1474	426	12	to	to	ADP
cana-1474	426	13	enforcement	enforcement	NOUN
cana-1474	426	14	of	of	ADP
cana-1474	426	15	cyber	cyber	NOUN
cana-1474	426	16	-	-	PUNCT
cana-1474	426	17	crimes	crime	NOUN
cana-1474	426	18	laws	law	NOUN
cana-1474	426	19	and	and	CCONJ
cana-1474	426	20	policy	policy	NOUN
cana-1474	426	21	,	,	PUNCT
cana-1474	426	22	’’	’'	PUNCT
cana-1474	426	23	j.	j.	PROPN
cana-1474	426	24	internet	internet	PROPN
cana-1474	426	25	inf	inf	PROPN
cana-1474	426	26	.	.	PUNCT
cana-1474	427	1	syst	syst	PROPN
cana-1474	427	2	.	.	PUNCT
cana-1474	427	3	,	,	PUNCT
cana-1474	427	4	vol	vol	NOUN
cana-1474	427	5	.	.	PROPN
cana-1474	428	1	6	6	NUM
cana-1474	428	2	,	,	PUNCT
cana-1474	428	3	no	no	INTJ
cana-1474	428	4	.	.	NOUN
cana-1474	428	5	1	1	NUM
cana-1474	428	6	,	,	PUNCT
cana-1474	428	7	pp	pp	ADJ
cana-1474	428	8	.	.	PUNCT
cana-1474	429	1	1–12	1–12	PROPN
cana-1474	429	2	,	,	PUNCT
cana-1474	429	3	aug	aug	PROPN
cana-1474	429	4	.	.	PROPN
cana-1474	429	5	2016	2016	NUM
cana-1474	429	6	.	.	PUNCT
cana-1474	430	1	[	[	X
cana-1474	430	2	56	56	NUM
cana-1474	430	3	]	]	X
cana-1474	430	4	r.	r.	PROPN
cana-1474	430	5	montasari	montasari	PROPN
cana-1474	430	6	,	,	PUNCT
cana-1474	430	7	‘	'	PUNCT
cana-1474	430	8	‘	'	PUNCT
cana-1474	430	9	cyber	cyber	ADJ
cana-1474	430	10	threats	threat	NOUN
cana-1474	430	11	and	and	CCONJ
cana-1474	430	12	the	the	DET
cana-1474	430	13	security	security	NOUN
cana-1474	430	14	risks	risk	NOUN
cana-1474	430	15	they	they	PRON
cana-1474	430	16	pose	pose	VERB
cana-1474	430	17	to	to	ADP
cana-1474	430	18	national	national	ADJ
cana-1474	430	19	security	security	NOUN
cana-1474	430	20	:	:	PUNCT
cana-1474	430	21	an	an	DET
cana-1474	430	22	assessment	assessment	NOUN
cana-1474	430	23	of	of	ADP
cana-1474	430	24	cybersecurity	cybersecurity	NOUN
cana-1474	430	25	policy	policy	NOUN
cana-1474	430	26	in	in	ADP
cana-1474	430	27	the	the	DET
cana-1474	430	28	united	united	ADJ
cana-1474	430	29	kingdom	kingdom	PROPN
cana-1474	430	30	,	,	PUNCT
cana-1474	430	31	’’	’'	PUNCT
cana-1474	430	32	countering	counter	VERB
cana-1474	430	33	cyberterrorism	cyberterrorism	NOUN
cana-1474	430	34	.	.	PUNCT
cana-1474	431	1	2023	2023	NUM
cana-1474	431	2	,	,	PUNCT
cana-1474	431	3	pp	pp	ADP
cana-1474	431	4	.	.	PUNCT
cana-1474	432	1	7–25	7–25	VERB
cana-1474	432	2	.	.	PUNCT
cana-1474	433	1	[	[	X
cana-1474	433	2	57	57	NUM
cana-1474	433	3	]	]	PUNCT
cana-1474	433	4	h.-y	h.-y	NOUN
cana-1474	433	5	.	.	PUNCT
cana-1474	434	1	jin	jin	NOUN
cana-1474	434	2	and	and	CCONJ
cana-1474	434	3	z.-a	z.-a	PROPN
cana-1474	434	4	.	.	PUNCT
cana-1474	435	1	wang	wang	PROPN
cana-1474	435	2	,	,	PUNCT
cana-1474	435	3	‘	'	PUNCT
cana-1474	435	4	‘	'	PUNCT
cana-1474	435	5	global	global	ADJ
cana-1474	435	6	stabilization	stabilization	NOUN
cana-1474	435	7	of	of	ADP
cana-1474	435	8	the	the	DET
cana-1474	435	9	full	full	ADJ
cana-1474	435	10	attractionrepulsion	attractionrepulsion	NOUN
cana-1474	435	11	keller	keller	PROPN
cana-1474	435	12	–	–	PUNCT
cana-1474	435	13	segel	segel	NOUN
cana-1474	435	14	system	system	NOUN
cana-1474	435	15	,	,	PUNCT
cana-1474	435	16	’’	’'	PUNCT
cana-1474	435	17	2019	2019	NUM
cana-1474	435	18	,	,	PUNCT
cana-1474	435	19	arxiv:1905.05990	arxiv:1905.05990	NOUN
cana-1474	435	20	.	.	PUNCT
cana-1474	436	1	[	[	X
cana-1474	436	2	58	58	NUM
cana-1474	436	3	]	]	PUNCT
cana-1474	436	4	k.	k.	PROPN
cana-1474	436	5	k.	k.	PROPN
cana-1474	437	1	jean	jean	PROPN
cana-1474	437	2	-	-	PUNCT
cana-1474	437	3	claude	claude	PROPN
cana-1474	437	4	,	,	PUNCT
cana-1474	437	5	‘	'	PUNCT
cana-1474	437	6	‘	'	PUNCT
cana-1474	437	7	understanding	understand	VERB
cana-1474	437	8	the	the	DET
cana-1474	437	9	worldwide	worldwide	ADJ
cana-1474	437	10	paths	path	NOUN
cana-1474	437	11	towards	towards	ADP
cana-1474	437	12	the	the	DET
cana-1474	437	13	creation	creation	NOUN
cana-1474	437	14	of	of	ADP
cana-1474	437	15	true	true	ADJ
cana-1474	437	16	intelligence	intelligence	NOUN
cana-1474	437	17	for	for	ADP
cana-1474	437	18	machines	machine	NOUN
cana-1474	437	19	,	,	PUNCT
cana-1474	437	20	’’	’'	PUNCT
cana-1474	437	21	faculty	faculty	NOUN
cana-1474	437	22	comput	comput	NOUN
cana-1474	437	23	.	.	PUNCT
cana-1474	438	1	sci	sci	PROPN
cana-1474	438	2	.	.	PUNCT
cana-1474	438	3	distance	distance	NOUN
cana-1474	438	4	learn	learn	PROPN
cana-1474	438	5	.	.	PUNCT
cana-1474	438	6	,	,	PUNCT
cana-1474	438	7	bircham	bircham	PROPN
cana-1474	438	8	int	int	PROPN
cana-1474	438	9	.	.	PUNCT
cana-1474	439	1	univ	univ	PROPN
cana-1474	439	2	.	.	PROPN
cana-1474	439	3	,	,	PUNCT
cana-1474	439	4	madrid	madrid	PROPN
cana-1474	439	5	,	,	PUNCT
cana-1474	439	6	spain	spain	PROPN
cana-1474	439	7	,	,	PUNCT
cana-1474	439	8	tech	tech	NOUN
cana-1474	439	9	.	.	PUNCT
cana-1474	440	1	rep	rep	PROPN
cana-1474	440	2	.	.	PROPN
cana-1474	440	3	,	,	PUNCT
cana-1474	440	4	feb	feb	PROPN
cana-1474	440	5	.	.	PROPN
cana-1474	440	6	2023	2023	NUM
cana-1474	440	7	,	,	PUNCT
cana-1474	440	8	vol	vol	NOUN
cana-1474	440	9	.	.	PROPN
cana-1474	440	10	15	15	NUM
cana-1474	440	11	,	,	PUNCT
cana-1474	440	12	no	no	INTJ
cana-1474	440	13	.	.	NOUN
cana-1474	440	14	1	1	X
cana-1474	440	15	.	.	X
cana-1474	440	16	communications	communication	NOUN
cana-1474	440	17	on	on	ADP
cana-1474	440	18	applied	apply	VERB
cana-1474	440	19	nonlinear	nonlinear	ADJ
cana-1474	440	20	analysis	analysis	NOUN
cana-1474	440	21	issn	issn	NOUN
cana-1474	440	22	:	:	PUNCT
cana-1474	440	23	1074	1074	NUM
cana-1474	440	24	-	-	PUNCT
cana-1474	440	25	133x	133x	NUM
cana-1474	440	26	vol	vol	NOUN
cana-1474	440	27	31	31	NUM
cana-1474	440	28	no	no	NOUN
cana-1474	440	29	.	.	PUNCT
cana-1474	441	1	8s	8s	PROPN
cana-1474	441	2	(	(	PUNCT
cana-1474	441	3	2024	2024	NUM
cana-1474	441	4	)	)	PUNCT
cana-1474	441	5	198	198	NUM
cana-1474	441	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-1474	442	1	[	[	X
cana-1474	442	2	59	59	NUM
cana-1474	442	3	]	]	PUNCT
cana-1474	442	4	a.	a.	NOUN
cana-1474	442	5	cohen	cohen	PROPN
cana-1474	442	6	,	,	PUNCT
cana-1474	442	7	n.	n.	PROPN
cana-1474	442	8	nissim	nissim	PROPN
cana-1474	442	9	,	,	PUNCT
cana-1474	442	10	and	and	CCONJ
cana-1474	442	11	y.	y.	PROPN
cana-1474	442	12	elovici	elovici	PROPN
cana-1474	442	13	,	,	PUNCT
cana-1474	442	14	‘	'	PUNCT
cana-1474	442	15	‘	'	PUNCT
cana-1474	442	16	novel	novel	ADJ
cana-1474	442	17	set	set	NOUN
cana-1474	442	18	of	of	ADP
cana-1474	442	19	general	general	ADJ
cana-1474	442	20	descriptive	descriptive	ADJ
cana-1474	442	21	features	feature	NOUN
cana-1474	442	22	for	for	ADP
cana-1474	442	23	enhanced	enhanced	ADJ
cana-1474	442	24	detection	detection	NOUN
cana-1474	442	25	of	of	ADP
cana-1474	442	26	malicious	malicious	ADJ
cana-1474	442	27	emails	email	NOUN
cana-1474	442	28	using	use	VERB
cana-1474	442	29	machine	machine	NOUN
cana-1474	442	30	learning	learning	NOUN
cana-1474	442	31	methods	method	NOUN
cana-1474	442	32	,	,	PUNCT
cana-1474	442	33	’’	’'	PUNCT
cana-1474	442	34	exp	exp	PROPN
cana-1474	442	35	.	.	PUNCT
cana-1474	442	36	syst	syst	PROPN
cana-1474	442	37	.	.	PUNCT
cana-1474	443	1	appl	appl	PROPN
cana-1474	443	2	.	.	PROPN
cana-1474	443	3	,	,	PUNCT
cana-1474	443	4	vol	vol	NOUN
cana-1474	443	5	.	.	PROPN
cana-1474	444	1	110	110	NUM
cana-1474	444	2	,	,	PUNCT
cana-1474	444	3	pp	pp	ADJ
cana-1474	444	4	.	.	PUNCT
cana-1474	445	1	143–169	143–169	NUM
cana-1474	445	2	,	,	PUNCT
cana-1474	445	3	nov	nov	PROPN
cana-1474	445	4	.	.	PROPN
cana-1474	445	5	2018	2018	NUM
cana-1474	445	6	.	.	PUNCT
cana-1474	446	1	[	[	X
cana-1474	446	2	60	60	NUM
cana-1474	446	3	]	]	PUNCT
cana-1474	446	4	j.	j.	PROPN
cana-1474	446	5	naskath	naskath	PROPN
cana-1474	446	6	,	,	PUNCT
cana-1474	446	7	g.	g.	PROPN
cana-1474	446	8	sivakamasundari	sivakamasundari	PROPN
cana-1474	446	9	,	,	PUNCT
cana-1474	446	10	and	and	CCONJ
cana-1474	446	11	a.	a.	NOUN
cana-1474	446	12	a.	a.	PROPN
cana-1474	446	13	s.	s.	PROPN
cana-1474	446	14	begum	begum	PROPN
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cana-1474	446	16	‘	'	PUNCT
cana-1474	446	17	‘	'	PUNCT
cana-1474	446	18	a	a	DET
cana-1474	446	19	study	study	NOUN
cana-1474	446	20	on	on	ADP
cana-1474	446	21	different	different	ADJ
cana-1474	446	22	deep	deep	ADJ
cana-1474	446	23	learning	learning	NOUN
cana-1474	446	24	algorithms	algorithm	NOUN
cana-1474	446	25	used	use	VERB
cana-1474	446	26	in	in	ADP
cana-1474	446	27	deep	deep	ADJ
cana-1474	446	28	neural	neural	ADJ
cana-1474	446	29	nets	net	NOUN
cana-1474	446	30	:	:	PUNCT
cana-1474	446	31	mlp	mlp	PROPN
cana-1474	446	32	som	som	NOUN
cana-1474	446	33	and	and	CCONJ
cana-1474	446	34	dbn	dbn	PROPN
cana-1474	446	35	,	,	PUNCT
cana-1474	446	36	’’	’'	PUNCT
cana-1474	446	37	wireless	wireless	ADJ
cana-1474	446	38	pers	per	NOUN
cana-1474	446	39	.	.	PUNCT
cana-1474	447	1	commun	commun	PROPN
cana-1474	447	2	.	.	PROPN
cana-1474	447	3	,	,	PUNCT
cana-1474	447	4	vol	vol	NOUN
cana-1474	447	5	.	.	PROPN
cana-1474	447	6	128	128	NUM
cana-1474	447	7	,	,	PUNCT
cana-1474	447	8	no	no	INTJ
cana-1474	447	9	.	.	NOUN
cana-1474	447	10	4	4	NUM
cana-1474	447	11	,	,	PUNCT
cana-1474	447	12	pp	pp	ADJ
cana-1474	447	13	.	.	PUNCT
cana-1474	448	1	2913–2936	2913–2936	NUM
cana-1474	448	2	,	,	PUNCT
cana-1474	448	3	feb	feb	PROPN
cana-1474	448	4	.	.	PROPN
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cana-1474	448	6	.	.	PUNCT
cana-1474	449	1	[	[	X
cana-1474	449	2	61	61	NUM
cana-1474	449	3	]	]	PUNCT
cana-1474	449	4	j.	j.	PROPN
cana-1474	449	5	yu	yu	PROPN
cana-1474	449	6	,	,	PUNCT
cana-1474	449	7	l.	l.	PROPN
cana-1474	449	8	lu	lu	PROPN
cana-1474	449	9	,	,	PUNCT
cana-1474	449	10	y.	y.	PROPN
cana-1474	449	11	chen	chen	PROPN
cana-1474	449	12	,	,	PUNCT
cana-1474	449	13	y.	y.	PROPN
cana-1474	449	14	zhu	zhu	PROPN
cana-1474	449	15	,	,	PUNCT
cana-1474	449	16	and	and	CCONJ
cana-1474	449	17	l.	l.	PROPN
cana-1474	449	18	kong	kong	PROPN
cana-1474	449	19	,	,	PUNCT
cana-1474	449	20	‘	'	PUNCT
cana-1474	449	21	‘	'	PUNCT
cana-1474	449	22	an	an	DET
cana-1474	449	23	indirect	indirect	ADJ
cana-1474	449	24	eavesdropping	eavesdropping	NOUN
cana-1474	449	25	attack	attack	NOUN
cana-1474	449	26	of	of	ADP
cana-1474	449	27	keystrokes	keystroke	NOUN
cana-1474	449	28	on	on	ADP
cana-1474	449	29	touch	touch	NOUN
cana-1474	449	30	screen	screen	NOUN
cana-1474	449	31	through	through	ADP
cana-1474	449	32	acoustic	acoustic	ADJ
cana-1474	449	33	sensing	sensing	NOUN
cana-1474	449	34	,	,	PUNCT
cana-1474	449	35	’’	’'	PUNCT
cana-1474	449	36	ieee	ieee	NOUN
cana-1474	449	37	trans	tran	NOUN
cana-1474	449	38	.	.	PUNCT
cana-1474	450	1	mobile	mobile	ADJ
cana-1474	450	2	comput	comput	NOUN
cana-1474	450	3	.	.	PUNCT
cana-1474	450	4	,	,	PUNCT
cana-1474	450	5	vol	vol	NOUN
cana-1474	450	6	.	.	PROPN
cana-1474	450	7	20	20	NUM
cana-1474	450	8	,	,	PUNCT
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cana-1474	450	10	.	.	NOUN
cana-1474	450	11	2	2	NUM
cana-1474	450	12	,	,	PUNCT
cana-1474	450	13	pp	pp	ADJ
cana-1474	450	14	.	.	PUNCT
cana-1474	451	1	337–351	337–351	NUM
cana-1474	451	2	,	,	PUNCT
cana-1474	451	3	feb	feb	PROPN
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cana-1474	451	6	.	.	PUNCT
cana-1474	452	1	[	[	X
cana-1474	452	2	62	62	NUM
cana-1474	452	3	]	]	PUNCT
cana-1474	452	4	s.	s.	PROPN
cana-1474	452	5	hemavathi	hemavathi	PROPN
cana-1474	452	6	and	and	CCONJ
cana-1474	452	7	b.	b.	PROPN
cana-1474	452	8	latha	latha	PROPN
cana-1474	452	9	,	,	PUNCT
cana-1474	452	10	‘	'	PUNCT
cana-1474	452	11	‘	'	PUNCT
cana-1474	452	12	frho	frho	ADJ
cana-1474	452	13	:	:	PUNCT
cana-1474	452	14	fuzzy	fuzzy	ADJ
cana-1474	452	15	rule	rule	NOUN
cana-1474	452	16	-	-	PUNCT
cana-1474	452	17	based	base	VERB
cana-1474	452	18	hybrid	hybrid	ADJ
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cana-1474	452	20	for	for	ADP
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cana-1474	452	23	head	head	NOUN
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cana-1474	452	25	and	and	CCONJ
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cana-1474	452	27	quality	quality	NOUN
cana-1474	452	28	of	of	ADP
cana-1474	452	29	service	service	NOUN
cana-1474	452	30	in	in	ADP
cana-1474	452	31	wireless	wireless	ADJ
cana-1474	452	32	sensor	sensor	NOUN
cana-1474	452	33	network	network	NOUN
cana-1474	452	34	,	,	PUNCT
cana-1474	452	35	’’	’'	PUNCT
cana-1474	452	36	j.	j.	PROPN
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cana-1474	452	38	.	.	PUNCT
cana-1474	453	1	,	,	PUNCT
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cana-1474	453	3	.	.	PROPN
cana-1474	454	1	79	79	NUM
cana-1474	454	2	,	,	PUNCT
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cana-1474	454	4	.	.	NOUN
cana-1474	454	5	11	11	NUM
cana-1474	454	6	,	,	PUNCT
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cana-1474	454	8	.	.	PUNCT
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cana-1474	455	2	,	,	PUNCT
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cana-1474	455	6	.	.	PUNCT
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cana-1474	456	3	]	]	X
cana-1474	456	4	v.	v.	ADP
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cana-1474	456	7	‘	'	PUNCT
cana-1474	456	8	‘	'	PUNCT
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cana-1474	456	15	intrusion	intrusion	NOUN
cana-1474	456	16	detection	detection	NOUN
cana-1474	456	17	systems	system	NOUN
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cana-1474	456	19	’’	’'	PUNCT
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cana-1474	457	1	syst	syst	PROPN
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cana-1474	457	5	.	.	PUNCT
cana-1474	458	1	[	[	X
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cana-1474	458	3	]	]	PUNCT
cana-1474	458	4	n.	n.	PROPN
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cana-1474	458	25	‘	'	PUNCT
cana-1474	458	26	‘	'	PUNCT
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cana-1474	458	36	the	the	DET
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cana-1474	458	39	,	,	PUNCT
cana-1474	458	40	’’	’'	PUNCT
cana-1474	458	41	internet	internet	NOUN
cana-1474	458	42	things	thing	NOUN
cana-1474	458	43	,	,	PUNCT
cana-1474	458	44	vol	vol	NOUN
cana-1474	458	45	.	.	PROPN
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cana-1474	458	47	,	,	PUNCT
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cana-1474	458	51	,	,	PUNCT
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cana-1474	459	1	no	no	INTJ
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cana-1474	459	4	.	.	PUNCT
cana-1474	460	1	[	[	X
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cana-1474	460	4	d.	d.	PROPN
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cana-1474	460	8	a.	a.	PROPN
cana-1474	461	1	v.	v.	PROPN
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cana-1474	461	4	and	and	CCONJ
cana-1474	461	5	p.	p.	NOUN
cana-1474	461	6	visu	visu	PROPN
cana-1474	461	7	,	,	PUNCT
cana-1474	461	8	‘	'	PUNCT
cana-1474	461	9	‘	'	PUNCT
cana-1474	461	10	malware	malware	NOUN
cana-1474	461	11	traffic	traffic	NOUN
cana-1474	461	12	classification	classification	NOUN
cana-1474	461	13	using	use	VERB
cana-1474	461	14	principal	principal	ADJ
cana-1474	461	15	component	component	NOUN
cana-1474	461	16	analysis	analysis	NOUN
cana-1474	461	17	and	and	CCONJ
cana-1474	461	18	artificial	artificial	ADJ
cana-1474	461	19	neural	neural	ADJ
cana-1474	461	20	network	network	NOUN
cana-1474	461	21	for	for	ADP
cana-1474	461	22	extreme	extreme	ADJ
cana-1474	461	23	surveillance	surveillance	NOUN
cana-1474	461	24	,	,	PUNCT
cana-1474	461	25	’’	’'	PUNCT
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cana-1474	461	27	.	.	PUNCT
cana-1474	462	1	commun	commun	PROPN
cana-1474	462	2	.	.	PROPN
cana-1474	462	3	,	,	PUNCT
cana-1474	462	4	vol	vol	NOUN
cana-1474	462	5	.	.	PROPN
cana-1474	462	6	147	147	NUM
cana-1474	462	7	,	,	PUNCT
cana-1474	462	8	pp	pp	ADJ
cana-1474	462	9	.	.	PUNCT
cana-1474	463	1	50–57	50–57	NUM
cana-1474	463	2	,	,	PUNCT
cana-1474	463	3	nov	nov	PROPN
cana-1474	463	4	.	.	PROPN
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cana-1474	463	6	.	.	PUNCT
cana-1474	464	1	[	[	X
cana-1474	464	2	66	66	NUM
cana-1474	464	3	]	]	PUNCT
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cana-1474	464	5	b.	b.	PROPN
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cana-1474	464	7	,	,	PUNCT
cana-1474	464	8	s.	s.	PROPN
cana-1474	464	9	khurana	khurana	PROPN
cana-1474	464	10	,	,	PUNCT
cana-1474	464	11	and	and	CCONJ
cana-1474	464	12	n.	n.	PROPN
cana-1474	464	13	gupta	gupta	PROPN
cana-1474	464	14	,	,	PUNCT
cana-1474	464	15	‘	'	PUNCT
cana-1474	464	16	‘	'	PUNCT
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cana-1474	464	18	analysis	analysis	NOUN
cana-1474	464	19	of	of	ADP
cana-1474	464	20	hard	hard	ADJ
cana-1474	464	21	voting	voting	NOUN
cana-1474	464	22	and	and	CCONJ
cana-1474	464	23	soft	soft	ADJ
cana-1474	464	24	voting	voting	NOUN
cana-1474	464	25	techniques	technique	NOUN
cana-1474	464	26	on	on	ADP
cana-1474	464	27	android	android	PROPN
cana-1474	464	28	malware	malware	NOUN
cana-1474	464	29	detection	detection	NOUN
cana-1474	464	30	,	,	PUNCT
cana-1474	464	31	’’	’'	PUNCT
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cana-1474	464	33	eng	eng	PROPN
cana-1474	464	34	.	.	PROPN
cana-1474	464	35	technol	technol	PROPN
cana-1474	464	36	.	.	PROPN
cana-1474	464	37	,	,	PUNCT
cana-1474	464	38	sharda	sharda	PROPN
cana-1474	464	39	univ	univ	PROPN
cana-1474	464	40	.	.	PROPN
cana-1474	464	41	,	,	PUNCT
cana-1474	464	42	greater	great	ADJ
cana-1474	464	43	noida	noida	PROPN
cana-1474	464	44	,	,	PUNCT
cana-1474	464	45	india	india	PROPN
cana-1474	464	46	,	,	PUNCT
cana-1474	464	47	tech	tech	NOUN
cana-1474	464	48	.	.	PUNCT
cana-1474	464	49	rep	rep	PROPN
cana-1474	464	50	.	.	PROPN
cana-1474	464	51	,	,	PUNCT
cana-1474	464	52	mar	mar	PROPN
cana-1474	464	53	.	.	PROPN
cana-1474	464	54	2023	2023	NUM
cana-1474	464	55	,	,	PUNCT
cana-1474	464	56	vol	vol	NOUN
cana-1474	464	57	.	.	PROPN
cana-1474	464	58	58	58	NUM
cana-1474	464	59	,	,	PUNCT
cana-1474	464	60	no	no	INTJ
cana-1474	464	61	.	.	NOUN
cana-1474	464	62	1	1	X
cana-1474	464	63	.	.	PUNCT
cana-1474	465	1	[	[	X
cana-1474	465	2	67	67	NUM
cana-1474	465	3	]	]	X
cana-1474	465	4	r.	r.	PROPN
cana-1474	465	5	ali	ali	PROPN
cana-1474	465	6	,	,	PUNCT
cana-1474	465	7	a.	a.	PROPN
cana-1474	465	8	ali	ali	PROPN
cana-1474	465	9	,	,	PUNCT
cana-1474	465	10	f.	f.	PROPN
cana-1474	465	11	iqbal	iqbal	PROPN
cana-1474	465	12	,	,	PUNCT
cana-1474	465	13	a.	a.	PROPN
cana-1474	465	14	m.	m.	PROPN
cana-1474	465	15	khattak	khattak	PROPN
cana-1474	465	16	,	,	PUNCT
cana-1474	465	17	and	and	CCONJ
cana-1474	465	18	s.	s.	PROPN
cana-1474	465	19	aleem	aleem	PROPN
cana-1474	465	20	,	,	PUNCT
cana-1474	465	21	‘	'	PUNCT
cana-1474	465	22	‘	'	PUNCT
cana-1474	465	23	a	a	DET
cana-1474	465	24	systematic	systematic	ADJ
cana-1474	465	25	review	review	NOUN
cana-1474	465	26	of	of	ADP
cana-1474	465	27	artificial	artificial	ADJ
cana-1474	465	28	intelligence	intelligence	NOUN
cana-1474	465	29	and	and	CCONJ
cana-1474	465	30	machine	machine	NOUN
cana-1474	465	31	learning	learn	VERB
cana-1474	465	32	techniques	technique	NOUN
cana-1474	465	33	for	for	ADP
cana-1474	465	34	cyber	cyber	ADJ
cana-1474	465	35	security	security	NOUN
cana-1474	465	36	,	,	PUNCT
cana-1474	465	37	’’	’'	PUNCT
cana-1474	465	38	in	in	ADP
cana-1474	465	39	big	big	ADJ
cana-1474	465	40	data	datum	NOUN
cana-1474	465	41	and	and	CCONJ
cana-1474	465	42	security	security	NOUN
cana-1474	465	43	.	.	PUNCT
cana-1474	466	1	berlin	berlin	PROPN
cana-1474	466	2	,	,	PUNCT
cana-1474	466	3	germany	germany	PROPN
cana-1474	466	4	:	:	PUNCT
cana-1474	466	5	springer	springer	NOUN
cana-1474	466	6	,	,	PUNCT
cana-1474	466	7	2020	2020	NUM
cana-1474	466	8	,	,	PUNCT
cana-1474	466	9	pp	pp	ADV
cana-1474	466	10	.	.	PUNCT
cana-1474	467	1	584–593	584–593	NUM
cana-1474	467	2	.	.	PUNCT
cana-1474	468	1	[	[	X
cana-1474	468	2	68	68	NUM
cana-1474	468	3	]	]	PUNCT
cana-1474	468	4	j.	j.	PROPN
cana-1474	468	5	ma	ma	PROPN
cana-1474	468	6	and	and	CCONJ
cana-1474	468	7	j.	j.	PROPN
cana-1474	468	8	hu	hu	PROPN
cana-1474	468	9	,	,	PUNCT
cana-1474	468	10	‘	'	PUNCT
cana-1474	468	11	‘	'	PUNCT
cana-1474	468	12	safe	safe	ADJ
cana-1474	468	13	consensus	consensus	NOUN
cana-1474	468	14	control	control	NOUN
cana-1474	468	15	of	of	ADP
cana-1474	468	16	cooperative	cooperative	ADJ
cana-1474	468	17	-	-	PUNCT
cana-1474	468	18	competitive	competitive	ADJ
cana-1474	468	19	multi	multi	ADJ
cana-1474	468	20	-	-	ADJ
cana-1474	468	21	agent	agent	ADJ
cana-1474	468	22	systems	system	NOUN
cana-1474	468	23	via	via	ADP
cana-1474	468	24	differential	differential	ADJ
cana-1474	468	25	privacy	privacy	NOUN
cana-1474	468	26	,	,	PUNCT
cana-1474	468	27	’’	’'	PUNCT
cana-1474	468	28	kybernetika	kybernetika	NOUN
cana-1474	468	29	,	,	PUNCT
cana-1474	468	30	vol	vol	NOUN
cana-1474	468	31	.	.	PROPN
cana-1474	469	1	58	58	NUM
cana-1474	469	2	,	,	PUNCT
cana-1474	469	3	no	no	INTJ
cana-1474	469	4	.	.	NOUN
cana-1474	469	5	3	3	NUM
cana-1474	469	6	,	,	PUNCT
cana-1474	469	7	pp	pp	ADJ
cana-1474	469	8	.	.	PUNCT
cana-1474	470	1	426–439	426–439	NUM
cana-1474	470	2	,	,	PUNCT
cana-1474	470	3	sep	sep	PROPN
cana-1474	470	4	.	.	PROPN
cana-1474	470	5	2022	2022	NUM
cana-1474	470	6	.	.	PUNCT
cana-1474	471	1	[	[	X
cana-1474	471	2	69	69	NUM
cana-1474	471	3	]	]	X
cana-1474	471	4	c.	c.	PROPN
cana-1474	471	5	qin	qin	PROPN
cana-1474	471	6	,	,	PUNCT
cana-1474	471	7	y.	y.	PROPN
cana-1474	471	8	jin	jin	PROPN
cana-1474	471	9	,	,	PUNCT
cana-1474	471	10	z.	z.	PROPN
cana-1474	471	11	zhang	zhang	PROPN
cana-1474	471	12	,	,	PUNCT
cana-1474	471	13	h.	h.	PROPN
cana-1474	471	14	yu	yu	PROPN
cana-1474	471	15	,	,	PUNCT
cana-1474	471	16	j.	j.	PROPN
cana-1474	471	17	tao	tao	PROPN
cana-1474	471	18	,	,	PUNCT
cana-1474	471	19	h.	h.	PROPN
cana-1474	471	20	sun	sun	PROPN
cana-1474	471	21	,	,	PUNCT
cana-1474	471	22	and	and	CCONJ
cana-1474	471	23	c.	c.	PROPN
cana-1474	471	24	liu	liu	PROPN
cana-1474	471	25	,	,	PUNCT
cana-1474	471	26	‘	'	PUNCT
cana-1474	471	27	‘	'	PUNCT
cana-1474	471	28	anti	anti	ADJ
cana-1474	471	29	-	-	ADJ
cana-1474	471	30	noise	noise	ADJ
cana-1474	471	31	diesel	diesel	NOUN
cana-1474	471	32	engine	engine	NOUN
cana-1474	471	33	misfire	misfire	NOUN
cana-1474	471	34	diagnosis	diagnosis	NOUN
cana-1474	471	35	using	use	VERB
cana-1474	471	36	a	a	DET
cana-1474	471	37	multiscale	multiscale	ADJ
cana-1474	471	38	cnn	cnn	PROPN
cana-1474	471	39	-	-	PUNCT
cana-1474	471	40	lstm	lstm	ADJ
cana-1474	471	41	neural	neural	ADJ
cana-1474	471	42	network	network	NOUN
cana-1474	471	43	with	with	ADP
cana-1474	471	44	denoising	denoising	NOUN
cana-1474	471	45	module	module	NOUN
cana-1474	471	46	,	,	PUNCT
cana-1474	471	47	’’	’'	PUNCT
cana-1474	471	48	caai	caai	PROPN
cana-1474	471	49	trans	trans	PROPN
cana-1474	471	50	.	.	PUNCT
cana-1474	472	1	intell	intell	PROPN
cana-1474	472	2	.	.	PUNCT
cana-1474	473	1	technol	technol	PROPN
cana-1474	473	2	.	.	PROPN
cana-1474	473	3	,	,	PUNCT
cana-1474	473	4	vol	vol	NOUN
cana-1474	473	5	.	.	PROPN
cana-1474	473	6	8	8	NUM
cana-1474	473	7	,	,	PUNCT
cana-1474	473	8	no	no	INTJ
cana-1474	473	9	.	.	NOUN
cana-1474	473	10	3	3	NUM
cana-1474	473	11	,	,	PUNCT
cana-1474	473	12	pp	pp	ADJ
cana-1474	473	13	.	.	PUNCT
cana-1474	474	1	963–986	963–986	NUM
cana-1474	474	2	,	,	PUNCT
cana-1474	474	3	sep	sep	PROPN
cana-1474	474	4	.	.	PROPN
cana-1474	475	1	2023	2023	NUM
cana-1474	475	2	.	.	PUNCT
cana-1474	475	3	.	.	PUNCT