id	sid	tid	token	lemma	pos
fuelectenerg-12594	1	1	12594	12594	NUM
fuelectenerg-12594	1	2	facta	facta	NOUN
fuelectenerg-12594	1	3	universitatis	universitatis	PROPN
fuelectenerg-12594	1	4	series	series	NOUN
fuelectenerg-12594	1	5	:	:	PUNCT
fuelectenerg-12594	1	6	electronics	electronic	NOUN
fuelectenerg-12594	1	7	and	and	CCONJ
fuelectenerg-12594	1	8	energetics	energetics	NOUN
fuelectenerg-12594	1	9	vol	vol	NOUN
fuelectenerg-12594	1	10	.	.	PUNCT
fuelectenerg-12594	1	11	37	37	NUM
fuelectenerg-12594	1	12	,	,	PUNCT
fuelectenerg-12594	1	13	no	no	DET
fuelectenerg-12594	1	14	4	4	NUM
fuelectenerg-12594	1	15	,	,	PUNCT
fuelectenerg-12594	1	16	december	december	PROPN
fuelectenerg-12594	1	17	2024	2024	NUM
fuelectenerg-12594	1	18	,	,	PUNCT
fuelectenerg-12594	1	19	pp	pp	ADV
fuelectenerg-12594	1	20	.	.	PUNCT
fuelectenerg-12594	2	1	671	671	NUM
fuelectenerg-12594	2	2	–	–	PUNCT
fuelectenerg-12594	2	3	686	686	NUM
fuelectenerg-12594	2	4	https://doi.org/10.2298/fuee2404671h	https://doi.org/10.2298/fuee2404671h	ADV
fuelectenerg-12594	2	5	©	©	ADP
fuelectenerg-12594	2	6	2024	2024	NUM
fuelectenerg-12594	2	7	by	by	ADP
fuelectenerg-12594	2	8	university	university	PROPN
fuelectenerg-12594	2	9	of	of	ADP
fuelectenerg-12594	2	10	niš	niš	PROPN
fuelectenerg-12594	2	11	,	,	PUNCT
fuelectenerg-12594	2	12	serbia	serbia	PROPN
fuelectenerg-12594	2	13	|	|	ADV
fuelectenerg-12594	2	14	creative	creative	ADJ
fuelectenerg-12594	2	15	commons	common	NOUN
fuelectenerg-12594	2	16	license	license	NOUN
fuelectenerg-12594	2	17	:	:	PUNCT
fuelectenerg-12594	2	18	cc	cc	VERB
fuelectenerg-12594	2	19	by	by	ADP
fuelectenerg-12594	2	20	-	-	PUNCT
fuelectenerg-12594	2	21	nc	nc	VERB
fuelectenerg-12594	2	22	-	-	PUNCT
fuelectenerg-12594	2	23	nd	nd	ADV
fuelectenerg-12594	2	24	original	original	ADJ
fuelectenerg-12594	2	25	scientific	scientific	ADJ
fuelectenerg-12594	2	26	paper	paper	NOUN
fuelectenerg-12594	2	27	ensemble	ensemble	ADV
fuelectenerg-12594	2	28	-	-	PUNCT
fuelectenerg-12594	2	29	based	base	VERB
fuelectenerg-12594	2	30	machine	machine	NOUN
fuelectenerg-12594	2	31	learning	learning	NOUN
fuelectenerg-12594	2	32	models	model	NOUN
fuelectenerg-12594	2	33	for	for	ADP
fuelectenerg-12594	2	34	vehicle	vehicle	NOUN
fuelectenerg-12594	2	35	drivers	driver	NOUN
fuelectenerg-12594	2	36	’	’	PART
fuelectenerg-12594	2	37	fatigue	fatigue	NOUN
fuelectenerg-12594	2	38	state	state	NOUN
fuelectenerg-12594	2	39	detection	detection	NOUN
fuelectenerg-12594	2	40	utilizing	utilize	VERB
fuelectenerg-12594	2	41	eeg	eeg	NOUN
fuelectenerg-12594	2	42	signals	signal	NOUN
fuelectenerg-12594	2	43	md	md	PROPN
fuelectenerg-12594	2	44	mahmudul	mahmudul	NOUN
fuelectenerg-12594	2	45	hasan1	hasan1	PROPN
fuelectenerg-12594	2	46	,	,	PUNCT
fuelectenerg-12594	2	47	md	md	PROPN
fuelectenerg-12594	2	48	nahidul	nahidul	PROPN
fuelectenerg-12594	2	49	islam1	islam1	PROPN
fuelectenerg-12594	2	50	,	,	PUNCT
fuelectenerg-12594	2	51	sayma	sayma	PROPN
fuelectenerg-12594	2	52	khandaker1	khandaker1	PROPN
fuelectenerg-12594	2	53	,	,	PUNCT
fuelectenerg-12594	2	54	norizam	norizam	NOUN
fuelectenerg-12594	2	55	sulaiman1	sulaiman1	PROPN
fuelectenerg-12594	2	56	,	,	PUNCT
fuelectenerg-12594	2	57	ashraful	ashraful	PROPN
fuelectenerg-12594	2	58	islam2	islam2	PROPN
fuelectenerg-12594	2	59	,	,	PUNCT
fuelectenerg-12594	2	60	mirza	mirza	PROPN
fuelectenerg-12594	2	61	mahfuj	mahfuj	ADJ
fuelectenerg-12594	2	62	hossain3	hossain3	PROPN
fuelectenerg-12594	3	1	1faculty	1faculty	NUM
fuelectenerg-12594	3	2	of	of	ADP
fuelectenerg-12594	3	3	electrical	electrical	ADJ
fuelectenerg-12594	3	4	and	and	CCONJ
fuelectenerg-12594	3	5	electronics	electronic	NOUN
fuelectenerg-12594	3	6	engineering	engineering	NOUN
fuelectenerg-12594	3	7	technology	technology	NOUN
fuelectenerg-12594	3	8	,	,	PUNCT
fuelectenerg-12594	3	9	universiti	universiti	PROPN
fuelectenerg-12594	3	10	malaysia	malaysia	PROPN
fuelectenerg-12594	3	11	pahang	pahang	PROPN
fuelectenerg-12594	3	12	al	al	PROPN
fuelectenerg-12594	3	13	-	-	PROPN
fuelectenerg-12594	3	14	sultan	sultan	PROPN
fuelectenerg-12594	3	15	abdullah	abdullah	PROPN
fuelectenerg-12594	3	16	,	,	PUNCT
fuelectenerg-12594	3	17	pahang	pahang	PROPN
fuelectenerg-12594	3	18	26600	26600	NUM
fuelectenerg-12594	3	19	,	,	PUNCT
fuelectenerg-12594	3	20	malaysia	malaysia	PROPN
fuelectenerg-12594	3	21	2department	2department	NUM
fuelectenerg-12594	3	22	of	of	ADP
fuelectenerg-12594	3	23	electrical	electrical	ADJ
fuelectenerg-12594	3	24	and	and	CCONJ
fuelectenerg-12594	3	25	electronic	electronic	ADJ
fuelectenerg-12594	3	26	engineering	engineering	NOUN
fuelectenerg-12594	3	27	,	,	PUNCT
fuelectenerg-12594	3	28	jashore	jashore	PROPN
fuelectenerg-12594	3	29	university	university	PROPN
fuelectenerg-12594	3	30	of	of	ADP
fuelectenerg-12594	3	31	science	science	NOUN
fuelectenerg-12594	3	32	and	and	CCONJ
fuelectenerg-12594	3	33	technology	technology	NOUN
fuelectenerg-12594	3	34	,	,	PUNCT
fuelectenerg-12594	3	35	jashore	jashore	NOUN
fuelectenerg-12594	3	36	7408	7408	NUM
fuelectenerg-12594	3	37	,	,	PUNCT
fuelectenerg-12594	3	38	bangladesh	bangladesh	PROPN
fuelectenerg-12594	3	39	3department	3department	NUM
fuelectenerg-12594	3	40	of	of	ADP
fuelectenerg-12594	3	41	computer	computer	NOUN
fuelectenerg-12594	3	42	science	science	NOUN
fuelectenerg-12594	3	43	and	and	CCONJ
fuelectenerg-12594	3	44	engineering	engineering	NOUN
fuelectenerg-12594	3	45	,	,	PUNCT
fuelectenerg-12594	3	46	jashore	jashore	PROPN
fuelectenerg-12594	3	47	university	university	PROPN
fuelectenerg-12594	3	48	of	of	ADP
fuelectenerg-12594	3	49	science	science	NOUN
fuelectenerg-12594	3	50	and	and	CCONJ
fuelectenerg-12594	3	51	technology	technology	NOUN
fuelectenerg-12594	3	52	,	,	PUNCT
fuelectenerg-12594	3	53	jashore	jashore	NOUN
fuelectenerg-12594	3	54	7408	7408	NUM
fuelectenerg-12594	3	55	,	,	PUNCT
fuelectenerg-12594	3	56	bangladesh	bangladesh	NOUN
fuelectenerg-12594	3	57	orcid	orcid	NOUN
fuelectenerg-12594	3	58	ids	ids	PROPN
fuelectenerg-12594	3	59	:	:	PUNCT
fuelectenerg-12594	3	60	md	md	PROPN
fuelectenerg-12594	3	61	mahmudul	mahmudul	PROPN
fuelectenerg-12594	3	62	hasan	hasan	PROPN
fuelectenerg-12594	3	63	https://orcid.org/0009-0004-6865-3785	https://orcid.org/0009-0004-6865-3785	PROPN
fuelectenerg-12594	3	64	md	md	PROPN
fuelectenerg-12594	3	65	nahidul	nahidul	PROPN
fuelectenerg-12594	4	1	islam	islam	PROPN
fuelectenerg-12594	4	2	https://orcid.org/0000-0003-1552-0335	https://orcid.org/0000-0003-1552-0335	PROPN
fuelectenerg-12594	4	3	sayma	sayma	PROPN
fuelectenerg-12594	4	4	khandaker	khandaker	NOUN
fuelectenerg-12594	5	1	https://orcid.org/0009-0007-7621-3554	https://orcid.org/0009-0007-7621-3554	PRON
fuelectenerg-12594	5	2	norizam	norizam	ADJ
fuelectenerg-12594	5	3	sulaiman	sulaiman	PROPN
fuelectenerg-12594	5	4	https://orcid.org/0000-0002-0625-2327	https://orcid.org/0000-0002-0625-2327	PROPN
fuelectenerg-12594	5	5	ashraful	ashraful	PROPN
fuelectenerg-12594	5	6	islam	islam	PROPN
fuelectenerg-12594	5	7	https://orcid.org/0009-0006-1157-5055	https://orcid.org/0009-0006-1157-5055	PROPN
fuelectenerg-12594	5	8	mirza	mirza	PROPN
fuelectenerg-12594	5	9	mahfuj	mahfuj	PROPN
fuelectenerg-12594	5	10	hossain	hossain	PROPN
fuelectenerg-12594	5	11	https://orcid.org/0009-0009-7391-5635	https://orcid.org/0009-0009-7391-5635	PROPN
fuelectenerg-12594	5	12	abstract	abstract	NOUN
fuelectenerg-12594	5	13	.	.	PUNCT
fuelectenerg-12594	6	1	currently	currently	ADV
fuelectenerg-12594	6	2	,	,	PUNCT
fuelectenerg-12594	6	3	there	there	PRON
fuelectenerg-12594	6	4	is	be	VERB
fuelectenerg-12594	6	5	a	a	DET
fuelectenerg-12594	6	6	great	great	ADJ
fuelectenerg-12594	6	7	extent	extent	NOUN
fuelectenerg-12594	6	8	of	of	ADP
fuelectenerg-12594	6	9	academic	academic	ADJ
fuelectenerg-12594	6	10	research	research	NOUN
fuelectenerg-12594	6	11	focused	focus	VERB
fuelectenerg-12594	6	12	on	on	ADP
fuelectenerg-12594	6	13	evaluating	evaluate	VERB
fuelectenerg-12594	6	14	fatigue	fatigue	NOUN
fuelectenerg-12594	6	15	among	among	ADP
fuelectenerg-12594	6	16	drivers	driver	NOUN
fuelectenerg-12594	6	17	due	due	ADP
fuelectenerg-12594	6	18	to	to	ADP
fuelectenerg-12594	6	19	its	its	PRON
fuelectenerg-12594	6	20	growing	grow	VERB
fuelectenerg-12594	6	21	recognition	recognition	NOUN
fuelectenerg-12594	6	22	as	as	ADP
fuelectenerg-12594	6	23	a	a	DET
fuelectenerg-12594	6	24	major	major	ADJ
fuelectenerg-12594	6	25	contributor	contributor	NOUN
fuelectenerg-12594	6	26	to	to	PART
fuelectenerg-12594	6	27	vehicle	vehicle	NOUN
fuelectenerg-12594	6	28	tragedies	tragedy	NOUN
fuelectenerg-12594	6	29	.	.	PUNCT
fuelectenerg-12594	7	1	combining	combine	VERB
fuelectenerg-12594	7	2	advanced	advanced	ADJ
fuelectenerg-12594	7	3	features	feature	NOUN
fuelectenerg-12594	7	4	and	and	CCONJ
fuelectenerg-12594	7	5	machine	machine	NOUN
fuelectenerg-12594	7	6	learning	learn	VERB
fuelectenerg-12594	7	7	techniques	technique	NOUN
fuelectenerg-12594	7	8	,	,	PUNCT
fuelectenerg-12594	7	9	signals	signal	NOUN
fuelectenerg-12594	7	10	from	from	ADP
fuelectenerg-12594	7	11	the	the	DET
fuelectenerg-12594	7	12	electroencephalogram	electroencephalogram	NOUN
fuelectenerg-12594	7	13	(	(	PUNCT
fuelectenerg-12594	7	14	eeg	eeg	NOUN
fuelectenerg-12594	7	15	)	)	PUNCT
fuelectenerg-12594	7	16	can	can	AUX
fuelectenerg-12594	7	17	be	be	AUX
fuelectenerg-12594	7	18	analyzed	analyze	VERB
fuelectenerg-12594	7	19	to	to	PART
fuelectenerg-12594	7	20	efficiently	efficiently	ADV
fuelectenerg-12594	7	21	detect	detect	VERB
fuelectenerg-12594	7	22	fatigue	fatigue	NOUN
fuelectenerg-12594	7	23	in	in	ADP
fuelectenerg-12594	7	24	the	the	DET
fuelectenerg-12594	7	25	shortest	short	ADJ
fuelectenerg-12594	7	26	possible	possible	ADJ
fuelectenerg-12594	7	27	time	time	NOUN
fuelectenerg-12594	7	28	.	.	PUNCT
fuelectenerg-12594	8	1	this	this	DET
fuelectenerg-12594	8	2	study	study	NOUN
fuelectenerg-12594	8	3	presents	present	VERB
fuelectenerg-12594	8	4	an	an	DET
fuelectenerg-12594	8	5	innovative	innovative	ADJ
fuelectenerg-12594	8	6	approach	approach	NOUN
fuelectenerg-12594	8	7	to	to	PART
fuelectenerg-12594	8	8	detect	detect	VERB
fuelectenerg-12594	8	9	driver	driver	NOUN
fuelectenerg-12594	8	10	fatigue	fatigue	NOUN
fuelectenerg-12594	8	11	states	state	NOUN
fuelectenerg-12594	8	12	utilizing	utilize	VERB
fuelectenerg-12594	8	13	ensemble	ensemble	ADJ
fuelectenerg-12594	8	14	-	-	PUNCT
fuelectenerg-12594	8	15	based	base	VERB
fuelectenerg-12594	8	16	machine	machine	NOUN
fuelectenerg-12594	8	17	learning	learn	VERB
fuelectenerg-12594	8	18	techniques	technique	NOUN
fuelectenerg-12594	8	19	from	from	ADP
fuelectenerg-12594	8	20	eeg	eeg	NOUN
fuelectenerg-12594	8	21	signals	signal	NOUN
fuelectenerg-12594	8	22	.	.	PUNCT
fuelectenerg-12594	9	1	two	two	NUM
fuelectenerg-12594	9	2	ensemble	ensemble	ADJ
fuelectenerg-12594	9	3	models	model	NOUN
fuelectenerg-12594	9	4	(	(	PUNCT
fuelectenerg-12594	9	5	ensemble	ensemble	NOUN
fuelectenerg-12594	9	6	-	-	PUNCT
fuelectenerg-12594	9	7	based	base	VERB
fuelectenerg-12594	9	8	rusboosted	rusboosted	ADJ
fuelectenerg-12594	9	9	decision	decision	NOUN
fuelectenerg-12594	9	10	trees	tree	NOUN
fuelectenerg-12594	9	11	and	and	CCONJ
fuelectenerg-12594	9	12	ensemblebased	ensemblebase	VERB
fuelectenerg-12594	9	13	random	random	ADJ
fuelectenerg-12594	9	14	subspace	subspace	NOUN
fuelectenerg-12594	9	15	discriminant	discriminant	NOUN
fuelectenerg-12594	9	16	)	)	PUNCT
fuelectenerg-12594	9	17	were	be	AUX
fuelectenerg-12594	9	18	applied	apply	VERB
fuelectenerg-12594	9	19	and	and	CCONJ
fuelectenerg-12594	9	20	compared	compare	VERB
fuelectenerg-12594	9	21	.	.	PUNCT
fuelectenerg-12594	10	1	the	the	DET
fuelectenerg-12594	10	2	study	study	NOUN
fuelectenerg-12594	10	3	utilized	utilize	VERB
fuelectenerg-12594	10	4	an	an	DET
fuelectenerg-12594	10	5	online	online	ADJ
fuelectenerg-12594	10	6	eeg	eeg	NOUN
fuelectenerg-12594	10	7	dataset	dataset	NOUN
fuelectenerg-12594	10	8	of	of	ADP
fuelectenerg-12594	10	9	12	12	NUM
fuelectenerg-12594	10	10	individuals	individual	NOUN
fuelectenerg-12594	10	11	,	,	PUNCT
fuelectenerg-12594	10	12	with	with	SCONJ
fuelectenerg-12594	10	13	data	datum	NOUN
fuelectenerg-12594	10	14	collected	collect	VERB
fuelectenerg-12594	10	15	during	during	ADP
fuelectenerg-12594	10	16	normal	normal	ADJ
fuelectenerg-12594	10	17	and	and	CCONJ
fuelectenerg-12594	10	18	fatigued	fatigued	ADJ
fuelectenerg-12594	10	19	driving	drive	VERB
fuelectenerg-12594	10	20	conditions	condition	NOUN
fuelectenerg-12594	10	21	and	and	CCONJ
fuelectenerg-12594	10	22	fast	fast	ADJ
fuelectenerg-12594	10	23	fourier	fourier	NOUN
fuelectenerg-12594	10	24	transform	transform	NOUN
fuelectenerg-12594	10	25	was	be	AUX
fuelectenerg-12594	10	26	applied	apply	VERB
fuelectenerg-12594	10	27	for	for	ADP
fuelectenerg-12594	10	28	feature	feature	NOUN
fuelectenerg-12594	10	29	extraction	extraction	NOUN
fuelectenerg-12594	10	30	.	.	PUNCT
fuelectenerg-12594	11	1	the	the	DET
fuelectenerg-12594	11	2	ensemble	ensemble	ADV
fuelectenerg-12594	11	3	-	-	PUNCT
fuelectenerg-12594	11	4	based	base	VERB
fuelectenerg-12594	11	5	rusboosted	rusbooste	VERB
fuelectenerg-12594	11	6	decision	decision	NOUN
fuelectenerg-12594	11	7	trees	tree	NOUN
fuelectenerg-12594	11	8	model	model	NOUN
fuelectenerg-12594	11	9	achieved	achieve	VERB
fuelectenerg-12594	11	10	superior	superior	ADJ
fuelectenerg-12594	11	11	performance	performance	NOUN
fuelectenerg-12594	11	12	with	with	ADP
fuelectenerg-12594	11	13	98.53	98.53	NUM
fuelectenerg-12594	11	14	%	%	NOUN
fuelectenerg-12594	11	15	classification	classification	NOUN
fuelectenerg-12594	11	16	accuracy	accuracy	NOUN
fuelectenerg-12594	11	17	,	,	PUNCT
fuelectenerg-12594	11	18	compared	compare	VERB
fuelectenerg-12594	11	19	to	to	ADP
fuelectenerg-12594	11	20	83.13	83.13	NUM
fuelectenerg-12594	11	21	%	%	NOUN
fuelectenerg-12594	11	22	for	for	ADP
fuelectenerg-12594	11	23	the	the	DET
fuelectenerg-12594	11	24	random	random	ADJ
fuelectenerg-12594	11	25	subspace	subspace	NOUN
fuelectenerg-12594	11	26	discriminant	discriminant	PROPN
fuelectenerg-12594	11	27	model	model	PROPN
fuelectenerg-12594	11	28	.	.	PUNCT
fuelectenerg-12594	12	1	multiple	multiple	ADJ
fuelectenerg-12594	12	2	performance	performance	NOUN
fuelectenerg-12594	12	3	metrics	metric	NOUN
fuelectenerg-12594	12	4	were	be	AUX
fuelectenerg-12594	12	5	used	use	VERB
fuelectenerg-12594	12	6	for	for	ADP
fuelectenerg-12594	12	7	evaluation	evaluation	NOUN
fuelectenerg-12594	12	8	model	model	NOUN
fuelectenerg-12594	12	9	performance	performance	NOUN
fuelectenerg-12594	12	10	.	.	PUNCT
fuelectenerg-12594	13	1	finally	finally	ADV
fuelectenerg-12594	13	2	,	,	PUNCT
fuelectenerg-12594	13	3	the	the	DET
fuelectenerg-12594	13	4	proposed	propose	VERB
fuelectenerg-12594	13	5	ensemble	ensemble	NOUN
fuelectenerg-12594	13	6	-	-	PUNCT
fuelectenerg-12594	13	7	based	base	VERB
fuelectenerg-12594	13	8	rusboosted	rusbooste	VERB
fuelectenerg-12594	13	9	decision	decision	NOUN
fuelectenerg-12594	13	10	trees	tree	NOUN
fuelectenerg-12594	13	11	model	model	NOUN
fuelectenerg-12594	13	12	outperformed	outperform	VERB
fuelectenerg-12594	13	13	ensemble	ensemble	NOUN
fuelectenerg-12594	13	14	-	-	PUNCT
fuelectenerg-12594	13	15	based	base	VERB
fuelectenerg-12594	13	16	random	random	ADJ
fuelectenerg-12594	13	17	subspace	subspace	NOUN
fuelectenerg-12594	13	18	discriminant	discriminant	NOUN
fuelectenerg-12594	13	19	model	model	NOUN
fuelectenerg-12594	13	20	and	and	CCONJ
fuelectenerg-12594	13	21	existing	exist	VERB
fuelectenerg-12594	13	22	conventional	conventional	ADJ
fuelectenerg-12594	13	23	methods	method	NOUN
fuelectenerg-12594	13	24	for	for	ADP
fuelectenerg-12594	13	25	fatigue	fatigue	NOUN
fuelectenerg-12594	13	26	state	state	NOUN
fuelectenerg-12594	13	27	detection	detection	NOUN
fuelectenerg-12594	13	28	.	.	PUNCT
fuelectenerg-12594	14	1	this	this	DET
fuelectenerg-12594	14	2	research	research	NOUN
fuelectenerg-12594	14	3	contributes	contribute	VERB
fuelectenerg-12594	14	4	to	to	ADP
fuelectenerg-12594	14	5	the	the	DET
fuelectenerg-12594	14	6	development	development	NOUN
fuelectenerg-12594	14	7	of	of	ADP
fuelectenerg-12594	14	8	more	more	ADV
fuelectenerg-12594	14	9	accurate	accurate	ADJ
fuelectenerg-12594	14	10	and	and	CCONJ
fuelectenerg-12594	14	11	reliable	reliable	ADJ
fuelectenerg-12594	14	12	fatigue	fatigue	NOUN
fuelectenerg-12594	14	13	detection	detection	NOUN
fuelectenerg-12594	14	14	systems	system	NOUN
fuelectenerg-12594	14	15	,	,	PUNCT
fuelectenerg-12594	14	16	which	which	PRON
fuelectenerg-12594	14	17	could	could	AUX
fuelectenerg-12594	14	18	potentially	potentially	ADV
fuelectenerg-12594	14	19	improve	improve	VERB
fuelectenerg-12594	14	20	road	road	NOUN
fuelectenerg-12594	14	21	safety	safety	NOUN
fuelectenerg-12594	14	22	by	by	ADP
fuelectenerg-12594	14	23	identifying	identify	VERB
fuelectenerg-12594	14	24	fatigued	fatigue	VERB
fuelectenerg-12594	14	25	drivers	driver	NOUN
fuelectenerg-12594	14	26	in	in	ADP
fuelectenerg-12594	14	27	real	real	ADJ
fuelectenerg-12594	14	28	-	-	PUNCT
fuelectenerg-12594	14	29	time	time	NOUN
fuelectenerg-12594	14	30	.	.	PUNCT
fuelectenerg-12594	15	1	received	receive	VERB
fuelectenerg-12594	15	2	march	march	PROPN
fuelectenerg-12594	15	3	26	26	NUM
fuelectenerg-12594	15	4	,	,	PUNCT
fuelectenerg-12594	15	5	2024	2024	NUM
fuelectenerg-12594	15	6	;	;	PUNCT
fuelectenerg-12594	15	7	revised	revise	VERB
fuelectenerg-12594	15	8	july	july	PROPN
fuelectenerg-12594	15	9	05	05	NUM
fuelectenerg-12594	15	10	,	,	PUNCT
fuelectenerg-12594	15	11	2024	2024	NUM
fuelectenerg-12594	15	12	;	;	PUNCT
fuelectenerg-12594	15	13	accepted	accept	VERB
fuelectenerg-12594	15	14	july	july	PROPN
fuelectenerg-12594	15	15	18	18	NUM
fuelectenerg-12594	15	16	,	,	PUNCT
fuelectenerg-12594	15	17	2024	2024	NUM
fuelectenerg-12594	15	18	corresponding	correspond	VERB
fuelectenerg-12594	15	19	author	author	NOUN
fuelectenerg-12594	15	20	:	:	PUNCT
fuelectenerg-12594	15	21	norizam	norizam	PROPN
fuelectenerg-12594	15	22	sulaiman	sulaiman	PROPN
fuelectenerg-12594	15	23	faculty	faculty	NOUN
fuelectenerg-12594	15	24	of	of	ADP
fuelectenerg-12594	15	25	electrical	electrical	ADJ
fuelectenerg-12594	15	26	and	and	CCONJ
fuelectenerg-12594	15	27	electronics	electronic	NOUN
fuelectenerg-12594	15	28	engineering	engineering	NOUN
fuelectenerg-12594	15	29	technology	technology	NOUN
fuelectenerg-12594	15	30	,	,	PUNCT
fuelectenerg-12594	15	31	universiti	universiti	PROPN
fuelectenerg-12594	15	32	malaysia	malaysia	PROPN
fuelectenerg-12594	15	33	pahang	pahang	PROPN
fuelectenerg-12594	15	34	al	al	PROPN
fuelectenerg-12594	15	35	-	-	PROPN
fuelectenerg-12594	15	36	sultan	sultan	PROPN
fuelectenerg-12594	15	37	abdullah	abdullah	PROPN
fuelectenerg-12594	15	38	,	,	PUNCT
fuelectenerg-12594	15	39	pahang	pahang	PROPN
fuelectenerg-12594	15	40	26600	26600	NUM
fuelectenerg-12594	15	41	,	,	PUNCT
fuelectenerg-12594	15	42	malaysia	malaysia	PROPN
fuelectenerg-12594	15	43	e	e	NOUN
fuelectenerg-12594	15	44	-	-	NOUN
fuelectenerg-12594	15	45	mail	mail	NOUN
fuelectenerg-12594	15	46	:	:	PUNCT
fuelectenerg-12594	15	47	norizam@umpsa.edu.my	norizam@umpsa.edu.my	PROPN
fuelectenerg-12594	15	48	https://orcid.org/0009-0004-6865-3785	https://orcid.org/0009-0004-6865-3785	PROPN
fuelectenerg-12594	15	49	https://orcid.org/0000-0003-1552-0335	https://orcid.org/0000-0003-1552-0335	ADP
fuelectenerg-12594	15	50	https://orcid.org/0009-0007-7621-3554	https://orcid.org/0009-0007-7621-3554	PROPN
fuelectenerg-12594	15	51	https://orcid.org/0000-0002-0625-2327	https://orcid.org/0000-0002-0625-2327	NOUN
fuelectenerg-12594	15	52	https://orcid.org/0009-0006-1157-5055	https://orcid.org/0009-0006-1157-5055	NOUN
fuelectenerg-12594	15	53	https://orcid.org/0009-0009-7391-5635	https://orcid.org/0009-0009-7391-5635	PROPN
fuelectenerg-12594	15	54	672	672	NUM
fuelectenerg-12594	15	55	m.	m.	NOUN
fuelectenerg-12594	15	56	m.	m.	PROPN
fuelectenerg-12594	15	57	hasan	hasan	PROPN
fuelectenerg-12594	15	58	,	,	PUNCT
fuelectenerg-12594	15	59	m.	m.	PROPN
fuelectenerg-12594	15	60	n.	n.	PROPN
fuelectenerg-12594	15	61	islam	islam	PROPN
fuelectenerg-12594	15	62	,	,	PUNCT
fuelectenerg-12594	15	63	s.	s.	PROPN
fuelectenerg-12594	15	64	khandaker	khandaker	PROPN
fuelectenerg-12594	15	65	,	,	PUNCT
fuelectenerg-12594	15	66	n.	n.	PROPN
fuelectenerg-12594	15	67	sulaiman	sulaiman	PROPN
fuelectenerg-12594	15	68	,	,	PUNCT
fuelectenerg-12594	15	69	a.	a.	PROPN
fuelectenerg-12594	15	70	islam	islam	PROPN
fuelectenerg-12594	15	71	,	,	PUNCT
fuelectenerg-12594	15	72	m.	m.	NOUN
fuelectenerg-12594	15	73	m.	m.	PROPN
fuelectenerg-12594	15	74	hossain	hossain	PROPN
fuelectenerg-12594	15	75	key	key	PROPN
fuelectenerg-12594	15	76	words	word	NOUN
fuelectenerg-12594	15	77	:	:	PUNCT
fuelectenerg-12594	15	78	fatigue	fatigue	NOUN
fuelectenerg-12594	15	79	state	state	NOUN
fuelectenerg-12594	15	80	detection	detection	PROPN
fuelectenerg-12594	15	81	,	,	PUNCT
fuelectenerg-12594	15	82	eeg	eeg	PROPN
fuelectenerg-12594	15	83	signal	signal	NOUN
fuelectenerg-12594	15	84	,	,	PUNCT
fuelectenerg-12594	15	85	ensemble	ensemble	ADJ
fuelectenerg-12594	15	86	based	base	VERB
fuelectenerg-12594	15	87	classifier	classifier	NOUN
fuelectenerg-12594	15	88	,	,	PUNCT
fuelectenerg-12594	15	89	rusboosted	rusbooste	VERB
fuelectenerg-12594	15	90	decision	decision	NOUN
fuelectenerg-12594	15	91	tree	tree	NOUN
fuelectenerg-12594	15	92	,	,	PUNCT
fuelectenerg-12594	15	93	random	random	ADJ
fuelectenerg-12594	15	94	subspace	subspace	NOUN
fuelectenerg-12594	15	95	discriminant	discriminant	NOUN
fuelectenerg-12594	15	96	1	1	NUM
fuelectenerg-12594	15	97	.	.	PUNCT
fuelectenerg-12594	16	1	introduction	introduction	NOUN
fuelectenerg-12594	16	2	the	the	DET
fuelectenerg-12594	16	3	excessive	excessive	ADJ
fuelectenerg-12594	16	4	frequency	frequency	NOUN
fuelectenerg-12594	16	5	of	of	ADP
fuelectenerg-12594	16	6	highways	highway	NOUN
fuelectenerg-12594	16	7	catastrophes	catastrophe	NOUN
fuelectenerg-12594	16	8	has	have	AUX
fuelectenerg-12594	16	9	led	lead	VERB
fuelectenerg-12594	16	10	to	to	ADP
fuelectenerg-12594	16	11	socioeconomic	socioeconomic	ADJ
fuelectenerg-12594	16	12	problems	problem	NOUN
fuelectenerg-12594	16	13	that	that	PRON
fuelectenerg-12594	16	14	endanger	endanger	VERB
fuelectenerg-12594	16	15	both	both	DET
fuelectenerg-12594	16	16	human	human	ADJ
fuelectenerg-12594	16	17	beings	being	NOUN
fuelectenerg-12594	16	18	and	and	CCONJ
fuelectenerg-12594	16	19	their	their	PRON
fuelectenerg-12594	16	20	belongings	belonging	NOUN
fuelectenerg-12594	16	21	.	.	PUNCT
fuelectenerg-12594	17	1	the	the	PRON
fuelectenerg-12594	17	2	who	who	PRON
fuelectenerg-12594	17	3	mentions	mention	VERB
fuelectenerg-12594	17	4	that	that	SCONJ
fuelectenerg-12594	17	5	road	road	NOUN
fuelectenerg-12594	17	6	accidents	accident	NOUN
fuelectenerg-12594	17	7	cause	cause	VERB
fuelectenerg-12594	17	8	more	more	ADJ
fuelectenerg-12594	17	9	than	than	ADP
fuelectenerg-12594	17	10	1,300,000	1,300,000	NUM
fuelectenerg-12594	17	11	deaths	death	NOUN
fuelectenerg-12594	17	12	worldwide	worldwide	ADV
fuelectenerg-12594	17	13	each	each	DET
fuelectenerg-12594	17	14	year	year	NOUN
fuelectenerg-12594	17	15	,	,	PUNCT
fuelectenerg-12594	17	16	and	and	CCONJ
fuelectenerg-12594	17	17	millions	million	NOUN
fuelectenerg-12594	17	18	additional	additional	ADJ
fuelectenerg-12594	17	19	individuals	individual	NOUN
fuelectenerg-12594	17	20	are	be	AUX
fuelectenerg-12594	17	21	injured	injure	VERB
fuelectenerg-12594	17	22	or	or	CCONJ
fuelectenerg-12594	17	23	left	leave	VERB
fuelectenerg-12594	17	24	permanently	permanently	ADV
fuelectenerg-12594	17	25	disabled	disabled	ADJ
fuelectenerg-12594	17	26	[	[	X
fuelectenerg-12594	17	27	1	1	NUM
fuelectenerg-12594	17	28	]	]	PUNCT
fuelectenerg-12594	17	29	.	.	PUNCT
fuelectenerg-12594	18	1	furthermore	furthermore	ADV
fuelectenerg-12594	18	2	,	,	PUNCT
fuelectenerg-12594	18	3	there	there	PRON
fuelectenerg-12594	18	4	has	have	AUX
fuelectenerg-12594	18	5	been	be	AUX
fuelectenerg-12594	18	6	a	a	DET
fuelectenerg-12594	18	7	noticeable	noticeable	ADJ
fuelectenerg-12594	18	8	rise	rise	NOUN
fuelectenerg-12594	18	9	in	in	ADP
fuelectenerg-12594	18	10	the	the	DET
fuelectenerg-12594	18	11	frequency	frequency	NOUN
fuelectenerg-12594	18	12	of	of	ADP
fuelectenerg-12594	18	13	vehicle	vehicle	NOUN
fuelectenerg-12594	18	14	crashes	crash	NOUN
fuelectenerg-12594	18	15	lately	lately	ADV
fuelectenerg-12594	18	16	,	,	PUNCT
fuelectenerg-12594	18	17	which	which	PRON
fuelectenerg-12594	18	18	has	have	AUX
fuelectenerg-12594	18	19	prompted	prompt	VERB
fuelectenerg-12594	18	20	communities	community	NOUN
fuelectenerg-12594	18	21	and	and	CCONJ
fuelectenerg-12594	18	22	governments	government	NOUN
fuelectenerg-12594	18	23	to	to	PART
fuelectenerg-12594	18	24	give	give	VERB
fuelectenerg-12594	18	25	this	this	DET
fuelectenerg-12594	18	26	problem	problem	NOUN
fuelectenerg-12594	18	27	a	a	DET
fuelectenerg-12594	18	28	lot	lot	NOUN
fuelectenerg-12594	18	29	of	of	ADP
fuelectenerg-12594	18	30	emphasis	emphasis	NOUN
fuelectenerg-12594	18	31	[	[	X
fuelectenerg-12594	18	32	2	2	NUM
fuelectenerg-12594	18	33	]	]	PUNCT
fuelectenerg-12594	18	34	.	.	PUNCT
fuelectenerg-12594	19	1	road	road	NOUN
fuelectenerg-12594	19	2	accidents	accident	NOUN
fuelectenerg-12594	19	3	are	be	AUX
fuelectenerg-12594	19	4	so	so	ADV
fuelectenerg-12594	19	5	prevalent	prevalent	ADJ
fuelectenerg-12594	19	6	that	that	SCONJ
fuelectenerg-12594	19	7	it	it	PRON
fuelectenerg-12594	19	8	is	be	AUX
fuelectenerg-12594	19	9	critical	critical	ADJ
fuelectenerg-12594	19	10	to	to	PART
fuelectenerg-12594	19	11	focus	focus	VERB
fuelectenerg-12594	19	12	resources	resource	NOUN
fuelectenerg-12594	19	13	on	on	ADP
fuelectenerg-12594	19	14	international	international	ADJ
fuelectenerg-12594	19	15	projects	project	NOUN
fuelectenerg-12594	19	16	that	that	PRON
fuelectenerg-12594	19	17	try	try	VERB
fuelectenerg-12594	19	18	mitigating	mitigate	VERB
fuelectenerg-12594	19	19	them	they	PRON
fuelectenerg-12594	19	20	.	.	PUNCT
fuelectenerg-12594	20	1	studies	study	NOUN
fuelectenerg-12594	20	2	previously	previously	ADV
fuelectenerg-12594	20	3	conducted	conduct	VERB
fuelectenerg-12594	20	4	indicate	indicate	VERB
fuelectenerg-12594	20	5	that	that	SCONJ
fuelectenerg-12594	20	6	between	between	ADP
fuelectenerg-12594	20	7	twenty	twenty	NUM
fuelectenerg-12594	20	8	percent	percent	NOUN
fuelectenerg-12594	20	9	and	and	CCONJ
fuelectenerg-12594	20	10	thirty	thirty	NUM
fuelectenerg-12594	20	11	percent	percent	NOUN
fuelectenerg-12594	20	12	of	of	ADP
fuelectenerg-12594	20	13	vehicular	vehicular	ADJ
fuelectenerg-12594	20	14	crashes	crash	NOUN
fuelectenerg-12594	20	15	are	be	AUX
fuelectenerg-12594	20	16	caused	cause	VERB
fuelectenerg-12594	20	17	by	by	ADP
fuelectenerg-12594	20	18	fatigued	fatigued	ADJ
fuelectenerg-12594	20	19	driving	driving	NOUN
fuelectenerg-12594	20	20	.	.	PUNCT
fuelectenerg-12594	21	1	consequently	consequently	ADV
fuelectenerg-12594	21	2	,	,	PUNCT
fuelectenerg-12594	21	3	this	this	PRON
fuelectenerg-12594	21	4	emphasizes	emphasize	VERB
fuelectenerg-12594	21	5	how	how	SCONJ
fuelectenerg-12594	21	6	important	important	ADJ
fuelectenerg-12594	21	7	it	it	PRON
fuelectenerg-12594	21	8	is	be	AUX
fuelectenerg-12594	21	9	that	that	SCONJ
fuelectenerg-12594	21	10	tired	tired	ADJ
fuelectenerg-12594	21	11	driving	driving	NOUN
fuelectenerg-12594	21	12	be	be	AUX
fuelectenerg-12594	21	13	considered	consider	VERB
fuelectenerg-12594	21	14	a	a	DET
fuelectenerg-12594	21	15	preliminary	preliminary	ADJ
fuelectenerg-12594	21	16	aspect	aspect	NOUN
fuelectenerg-12594	21	17	in	in	ADP
fuelectenerg-12594	21	18	highway	highway	NOUN
fuelectenerg-12594	21	19	mishaps	mishap	NOUN
fuelectenerg-12594	21	20	[	[	X
fuelectenerg-12594	21	21	2	2	NUM
fuelectenerg-12594	21	22	]	]	PUNCT
fuelectenerg-12594	21	23	.	.	PUNCT
fuelectenerg-12594	22	1	fatigued	fatigue	VERB
fuelectenerg-12594	22	2	drivers	driver	NOUN
fuelectenerg-12594	22	3	are	be	AUX
fuelectenerg-12594	22	4	more	more	ADV
fuelectenerg-12594	22	5	likely	likely	ADJ
fuelectenerg-12594	22	6	to	to	PART
fuelectenerg-12594	22	7	make	make	VERB
fuelectenerg-12594	22	8	careless	careless	ADJ
fuelectenerg-12594	22	9	mistakes	mistake	NOUN
fuelectenerg-12594	22	10	,	,	PUNCT
fuelectenerg-12594	22	11	have	have	AUX
fuelectenerg-12594	22	12	trouble	trouble	NOUN
fuelectenerg-12594	22	13	focusing	focus	VERB
fuelectenerg-12594	22	14	,	,	PUNCT
fuelectenerg-12594	22	15	and	and	CCONJ
fuelectenerg-12594	22	16	have	have	VERB
fuelectenerg-12594	22	17	slower	slow	ADJ
fuelectenerg-12594	22	18	reaction	reaction	NOUN
fuelectenerg-12594	22	19	times	time	NOUN
fuelectenerg-12594	22	20	,	,	PUNCT
fuelectenerg-12594	22	21	all	all	PRON
fuelectenerg-12594	22	22	of	of	ADP
fuelectenerg-12594	22	23	which	which	PRON
fuelectenerg-12594	22	24	raise	raise	VERB
fuelectenerg-12594	22	25	the	the	DET
fuelectenerg-12594	22	26	risk	risk	NOUN
fuelectenerg-12594	22	27	of	of	ADP
fuelectenerg-12594	22	28	a	a	DET
fuelectenerg-12594	22	29	collision	collision	NOUN
fuelectenerg-12594	22	30	between	between	ADP
fuelectenerg-12594	22	31	two	two	NUM
fuelectenerg-12594	22	32	vehicles	vehicle	NOUN
fuelectenerg-12594	22	33	[	[	X
fuelectenerg-12594	22	34	3	3	NUM
fuelectenerg-12594	22	35	]	]	PUNCT
fuelectenerg-12594	22	36	.	.	PUNCT
fuelectenerg-12594	23	1	however	however	ADV
fuelectenerg-12594	23	2	,	,	PUNCT
fuelectenerg-12594	23	3	due	due	ADP
fuelectenerg-12594	23	4	to	to	ADP
fuelectenerg-12594	23	5	adrenaline	adrenaline	ADJ
fuelectenerg-12594	23	6	ability	ability	NOUN
fuelectenerg-12594	23	7	to	to	PART
fuelectenerg-12594	23	8	conceal	conceal	VERB
fuelectenerg-12594	23	9	fatigue	fatigue	NOUN
fuelectenerg-12594	23	10	after	after	ADP
fuelectenerg-12594	23	11	an	an	DET
fuelectenerg-12594	23	12	occurrence	occurrence	NOUN
fuelectenerg-12594	23	13	,	,	PUNCT
fuelectenerg-12594	23	14	people	people	NOUN
fuelectenerg-12594	23	15	who	who	PRON
fuelectenerg-12594	23	16	were	be	AUX
fuelectenerg-12594	23	17	involved	involve	VERB
fuelectenerg-12594	23	18	in	in	ADP
fuelectenerg-12594	23	19	accidents	accident	NOUN
fuelectenerg-12594	23	20	involving	involve	VERB
fuelectenerg-12594	23	21	fatigue	fatigue	NOUN
fuelectenerg-12594	23	22	circumstances	circumstance	NOUN
fuelectenerg-12594	23	23	might	might	AUX
fuelectenerg-12594	23	24	not	not	PART
fuelectenerg-12594	23	25	be	be	AUX
fuelectenerg-12594	23	26	aware	aware	ADJ
fuelectenerg-12594	23	27	of	of	ADP
fuelectenerg-12594	23	28	their	their	PRON
fuelectenerg-12594	23	29	pre	pre	ADJ
fuelectenerg-12594	23	30	-	-	ADJ
fuelectenerg-12594	23	31	accident	accident	ADJ
fuelectenerg-12594	23	32	emotions	emotion	NOUN
fuelectenerg-12594	23	33	or	or	CCONJ
fuelectenerg-12594	23	34	the	the	DET
fuelectenerg-12594	23	35	momentary	momentary	ADJ
fuelectenerg-12594	23	36	loss	loss	NOUN
fuelectenerg-12594	23	37	of	of	ADP
fuelectenerg-12594	23	38	awareness	awareness	NOUN
fuelectenerg-12594	23	39	[	[	X
fuelectenerg-12594	23	40	4	4	NUM
fuelectenerg-12594	23	41	]	]	PUNCT
fuelectenerg-12594	23	42	.	.	PUNCT
fuelectenerg-12594	24	1	it	it	PRON
fuelectenerg-12594	24	2	is	be	AUX
fuelectenerg-12594	24	3	currently	currently	ADV
fuelectenerg-12594	24	4	being	be	AUX
fuelectenerg-12594	24	5	worked	work	VERB
fuelectenerg-12594	24	6	on	on	ADP
fuelectenerg-12594	24	7	using	use	VERB
fuelectenerg-12594	24	8	three	three	NUM
fuelectenerg-12594	24	9	main	main	ADJ
fuelectenerg-12594	24	10	methods	method	NOUN
fuelectenerg-12594	24	11	to	to	PART
fuelectenerg-12594	24	12	create	create	VERB
fuelectenerg-12594	24	13	a	a	DET
fuelectenerg-12594	24	14	strong	strong	ADJ
fuelectenerg-12594	24	15	and	and	CCONJ
fuelectenerg-12594	24	16	effective	effective	ADJ
fuelectenerg-12594	24	17	fatigue	fatigue	NOUN
fuelectenerg-12594	24	18	recognition	recognition	NOUN
fuelectenerg-12594	24	19	system	system	NOUN
fuelectenerg-12594	24	20	.	.	PUNCT
fuelectenerg-12594	25	1	specifically	specifically	ADV
fuelectenerg-12594	25	2	,	,	PUNCT
fuelectenerg-12594	25	3	the	the	DET
fuelectenerg-12594	25	4	operations	operation	NOUN
fuelectenerg-12594	25	5	in	in	ADP
fuelectenerg-12594	25	6	question	question	NOUN
fuelectenerg-12594	25	7	can	can	AUX
fuelectenerg-12594	25	8	be	be	AUX
fuelectenerg-12594	25	9	broken	break	VERB
fuelectenerg-12594	25	10	down	down	ADP
fuelectenerg-12594	25	11	into	into	ADP
fuelectenerg-12594	25	12	three	three	NUM
fuelectenerg-12594	25	13	main	main	ADJ
fuelectenerg-12594	25	14	categories	category	NOUN
fuelectenerg-12594	25	15	:	:	PUNCT
fuelectenerg-12594	25	16	physical	physical	ADJ
fuelectenerg-12594	25	17	strategies	strategy	NOUN
fuelectenerg-12594	25	18	,	,	PUNCT
fuelectenerg-12594	25	19	behavioral	behavioral	ADJ
fuelectenerg-12594	25	20	strategies	strategy	NOUN
fuelectenerg-12594	25	21	,	,	PUNCT
fuelectenerg-12594	25	22	and	and	CCONJ
fuelectenerg-12594	25	23	vehicle	vehicle	NOUN
fuelectenerg-12594	25	24	strategies	strategy	NOUN
fuelectenerg-12594	25	25	[	[	X
fuelectenerg-12594	25	26	5	5	NUM
fuelectenerg-12594	25	27	]	]	PUNCT
fuelectenerg-12594	25	28	.	.	PUNCT
fuelectenerg-12594	26	1	figure	figure	NOUN
fuelectenerg-12594	26	2	1	1	NUM
fuelectenerg-12594	26	3	offers	offer	VERB
fuelectenerg-12594	26	4	a	a	DET
fuelectenerg-12594	26	5	detailed	detailed	ADJ
fuelectenerg-12594	26	6	summary	summary	NOUN
fuelectenerg-12594	26	7	of	of	ADP
fuelectenerg-12594	26	8	main	main	ADJ
fuelectenerg-12594	26	9	elements	element	NOUN
fuelectenerg-12594	26	10	used	use	VERB
fuelectenerg-12594	26	11	in	in	ADP
fuelectenerg-12594	26	12	the	the	DET
fuelectenerg-12594	26	13	three	three	NUM
fuelectenerg-12594	26	14	principal	principal	ADJ
fuelectenerg-12594	26	15	approaches	approach	NOUN
fuelectenerg-12594	26	16	of	of	ADP
fuelectenerg-12594	26	17	fatigue	fatigue	NOUN
fuelectenerg-12594	26	18	systems	system	NOUN
fuelectenerg-12594	26	19	for	for	ADP
fuelectenerg-12594	26	20	identification	identification	NOUN
fuelectenerg-12594	26	21	.	.	PUNCT
fuelectenerg-12594	27	1	initially	initially	ADV
fuelectenerg-12594	27	2	,	,	PUNCT
fuelectenerg-12594	27	3	physical	physical	NOUN
fuelectenerg-12594	27	4	-	-	PUNCT
fuelectenerg-12594	27	5	based	base	VERB
fuelectenerg-12594	27	6	solutions	solution	NOUN
fuelectenerg-12594	27	7	involve	involve	VERB
fuelectenerg-12594	27	8	utilizing	utilize	VERB
fuelectenerg-12594	27	9	external	external	ADJ
fuelectenerg-12594	27	10	equipment	equipment	NOUN
fuelectenerg-12594	27	11	connected	connect	VERB
fuelectenerg-12594	27	12	to	to	ADP
fuelectenerg-12594	27	13	the	the	DET
fuelectenerg-12594	27	14	driver	driver	NOUN
fuelectenerg-12594	27	15	's	's	PART
fuelectenerg-12594	27	16	head	head	NOUN
fuelectenerg-12594	27	17	,	,	PUNCT
fuelectenerg-12594	27	18	hands	hand	NOUN
fuelectenerg-12594	27	19	,	,	PUNCT
fuelectenerg-12594	27	20	chest	chest	NOUN
fuelectenerg-12594	27	21	,	,	PUNCT
fuelectenerg-12594	27	22	and	and	CCONJ
fuelectenerg-12594	27	23	fingers	finger	NOUN
fuelectenerg-12594	27	24	to	to	PART
fuelectenerg-12594	27	25	gather	gather	VERB
fuelectenerg-12594	27	26	numerous	numerous	ADJ
fuelectenerg-12594	27	27	physiological	physiological	ADJ
fuelectenerg-12594	27	28	data	datum	NOUN
fuelectenerg-12594	27	29	.	.	PUNCT
fuelectenerg-12594	28	1	the	the	DET
fuelectenerg-12594	28	2	driver	driver	NOUN
fuelectenerg-12594	28	3	's	's	PART
fuelectenerg-12594	28	4	situation	situation	NOUN
fuelectenerg-12594	28	5	can	can	AUX
fuelectenerg-12594	28	6	be	be	AUX
fuelectenerg-12594	28	7	assessed	assess	VERB
fuelectenerg-12594	28	8	by	by	ADP
fuelectenerg-12594	28	9	examining	examine	VERB
fuelectenerg-12594	28	10	different	different	ADJ
fuelectenerg-12594	28	11	information	information	NOUN
fuelectenerg-12594	28	12	,	,	PUNCT
fuelectenerg-12594	28	13	such	such	ADJ
fuelectenerg-12594	28	14	as	as	ADP
fuelectenerg-12594	28	15	electrical	electrical	ADJ
fuelectenerg-12594	28	16	neural	neural	ADJ
fuelectenerg-12594	28	17	activity	activity	NOUN
fuelectenerg-12594	28	18	,	,	PUNCT
fuelectenerg-12594	28	19	blood	blood	NOUN
fuelectenerg-12594	28	20	pressure	pressure	NOUN
fuelectenerg-12594	28	21	,	,	PUNCT
fuelectenerg-12594	28	22	variation	variation	NOUN
fuelectenerg-12594	28	23	in	in	ADP
fuelectenerg-12594	28	24	heart	heart	NOUN
fuelectenerg-12594	28	25	rate	rate	NOUN
fuelectenerg-12594	28	26	,	,	PUNCT
fuelectenerg-12594	28	27	inhalation	inhalation	NOUN
fuelectenerg-12594	28	28	rates	rate	NOUN
fuelectenerg-12594	28	29	,	,	PUNCT
fuelectenerg-12594	28	30	body	body	NOUN
fuelectenerg-12594	28	31	temperatures	temperature	NOUN
fuelectenerg-12594	28	32	,	,	PUNCT
fuelectenerg-12594	28	33	pulmonary	pulmonary	ADJ
fuelectenerg-12594	28	34	rates	rate	NOUN
fuelectenerg-12594	28	35	,	,	PUNCT
fuelectenerg-12594	28	36	and	and	CCONJ
fuelectenerg-12594	28	37	total	total	ADJ
fuelectenerg-12594	28	38	heartbeats	heartbeat	NOUN
fuelectenerg-12594	28	39	[	[	X
fuelectenerg-12594	28	40	6	6	NUM
fuelectenerg-12594	28	41	]	]	PUNCT
fuelectenerg-12594	28	42	.	.	PUNCT
fuelectenerg-12594	29	1	behavioral	behavioral	ADJ
fuelectenerg-12594	29	2	-	-	PUNCT
fuelectenerg-12594	29	3	based	base	VERB
fuelectenerg-12594	29	4	solutions	solution	NOUN
fuelectenerg-12594	29	5	utilize	utilize	VERB
fuelectenerg-12594	29	6	visual	visual	ADJ
fuelectenerg-12594	29	7	processing	processing	NOUN
fuelectenerg-12594	29	8	and	and	CCONJ
fuelectenerg-12594	29	9	automated	automate	VERB
fuelectenerg-12594	29	10	vision	vision	NOUN
fuelectenerg-12594	29	11	methods	method	NOUN
fuelectenerg-12594	29	12	to	to	PART
fuelectenerg-12594	29	13	analyze	analyze	VERB
fuelectenerg-12594	29	14	pictures	picture	NOUN
fuelectenerg-12594	29	15	and	and	CCONJ
fuelectenerg-12594	29	16	videoclips	videoclip	NOUN
fuelectenerg-12594	29	17	monitored	monitor	VERB
fuelectenerg-12594	29	18	from	from	ADP
fuelectenerg-12594	29	19	the	the	DET
fuelectenerg-12594	29	20	driver	driver	NOUN
fuelectenerg-12594	29	21	of	of	ADP
fuelectenerg-12594	29	22	the	the	DET
fuelectenerg-12594	29	23	vehicle	vehicle	NOUN
fuelectenerg-12594	29	24	.	.	PUNCT
fuelectenerg-12594	30	1	this	this	DET
fuelectenerg-12594	30	2	method	method	NOUN
fuelectenerg-12594	30	3	involves	involve	VERB
fuelectenerg-12594	30	4	analyzing	analyze	VERB
fuelectenerg-12594	30	5	key	key	ADJ
fuelectenerg-12594	30	6	indicators	indicator	NOUN
fuelectenerg-12594	30	7	displayed	display	VERB
fuelectenerg-12594	30	8	by	by	ADP
fuelectenerg-12594	30	9	the	the	DET
fuelectenerg-12594	30	10	driver	driver	NOUN
fuelectenerg-12594	30	11	to	to	PART
fuelectenerg-12594	30	12	determine	determine	VERB
fuelectenerg-12594	30	13	their	their	PRON
fuelectenerg-12594	30	14	degree	degree	NOUN
fuelectenerg-12594	30	15	of	of	ADP
fuelectenerg-12594	30	16	alertness	alertness	NOUN
fuelectenerg-12594	30	17	,	,	PUNCT
fuelectenerg-12594	30	18	tiredness	tiredness	NOUN
fuelectenerg-12594	30	19	,	,	PUNCT
fuelectenerg-12594	30	20	or	or	CCONJ
fuelectenerg-12594	30	21	drowsiness	drowsiness	NOUN
fuelectenerg-12594	30	22	.	.	PUNCT
fuelectenerg-12594	31	1	extracting	extract	VERB
fuelectenerg-12594	31	2	crucial	crucial	ADJ
fuelectenerg-12594	31	3	insights	insight	NOUN
fuelectenerg-12594	31	4	depends	depend	VERB
fuelectenerg-12594	31	5	on	on	ADP
fuelectenerg-12594	31	6	observing	observe	VERB
fuelectenerg-12594	31	7	multiple	multiple	ADJ
fuelectenerg-12594	31	8	factors	factor	NOUN
fuelectenerg-12594	31	9	such	such	ADJ
fuelectenerg-12594	31	10	as	as	ADP
fuelectenerg-12594	31	11	absence	absence	NOUN
fuelectenerg-12594	31	12	of	of	ADP
fuelectenerg-12594	31	13	eyesight	eyesight	NOUN
fuelectenerg-12594	31	14	,	,	PUNCT
fuelectenerg-12594	31	15	napping	nap	VERB
fuelectenerg-12594	31	16	via	via	ADP
fuelectenerg-12594	31	17	mouth	mouth	NOUN
fuelectenerg-12594	31	18	motions	motion	NOUN
fuelectenerg-12594	31	19	,	,	PUNCT
fuelectenerg-12594	31	20	pupil	pupil	NOUN
fuelectenerg-12594	31	21	closures	closure	NOUN
fuelectenerg-12594	31	22	,	,	PUNCT
fuelectenerg-12594	31	23	facial	facial	ADJ
fuelectenerg-12594	31	24	features	feature	NOUN
fuelectenerg-12594	31	25	,	,	PUNCT
fuelectenerg-12594	31	26	and	and	CCONJ
fuelectenerg-12594	31	27	head	head	NOUN
fuelectenerg-12594	31	28	movement	movement	NOUN
fuelectenerg-12594	31	29	[	[	X
fuelectenerg-12594	31	30	7	7	NUM
fuelectenerg-12594	31	31	]	]	PUNCT
fuelectenerg-12594	31	32	.	.	PUNCT
fuelectenerg-12594	32	1	in	in	ADP
fuelectenerg-12594	32	2	final	final	ADJ
fuelectenerg-12594	32	3	analysis	analysis	NOUN
fuelectenerg-12594	32	4	,	,	PUNCT
fuelectenerg-12594	32	5	vehicle	vehicle	NOUN
fuelectenerg-12594	32	6	-	-	PUNCT
fuelectenerg-12594	32	7	based	base	VERB
fuelectenerg-12594	32	8	techniques	technique	NOUN
fuelectenerg-12594	32	9	are	be	AUX
fuelectenerg-12594	32	10	utilized	utilize	VERB
fuelectenerg-12594	32	11	to	to	PART
fuelectenerg-12594	32	12	construct	construct	VERB
fuelectenerg-12594	32	13	a	a	DET
fuelectenerg-12594	32	14	built	build	VERB
fuelectenerg-12594	32	15	-	-	PUNCT
fuelectenerg-12594	32	16	in	in	ADP
fuelectenerg-12594	32	17	system	system	NOUN
fuelectenerg-12594	32	18	for	for	ADP
fuelectenerg-12594	32	19	the	the	DET
fuelectenerg-12594	32	20	goal	goal	NOUN
fuelectenerg-12594	32	21	of	of	ADP
fuelectenerg-12594	32	22	evaluating	evaluate	VERB
fuelectenerg-12594	32	23	drivers	driver	NOUN
fuelectenerg-12594	32	24	'	'	PART
fuelectenerg-12594	32	25	weariness	weariness	NOUN
fuelectenerg-12594	32	26	.	.	PUNCT
fuelectenerg-12594	33	1	these	these	DET
fuelectenerg-12594	33	2	methodologies	methodology	NOUN
fuelectenerg-12594	33	3	make	make	VERB
fuelectenerg-12594	33	4	use	use	NOUN
fuelectenerg-12594	33	5	of	of	ADP
fuelectenerg-12594	33	6	mechanisms	mechanism	NOUN
fuelectenerg-12594	33	7	and	and	CCONJ
fuelectenerg-12594	33	8	indications	indication	NOUN
fuelectenerg-12594	33	9	that	that	PRON
fuelectenerg-12594	33	10	are	be	AUX
fuelectenerg-12594	33	11	integrated	integrate	VERB
fuelectenerg-12594	33	12	within	within	ADP
fuelectenerg-12594	33	13	the	the	DET
fuelectenerg-12594	33	14	vehicle	vehicle	NOUN
fuelectenerg-12594	33	15	's	's	PART
fuelectenerg-12594	33	16	wheels	wheel	NOUN
fuelectenerg-12594	33	17	of	of	ADP
fuelectenerg-12594	33	18	an	an	DET
fuelectenerg-12594	33	19	automobile	automobile	NOUN
fuelectenerg-12594	33	20	.	.	PUNCT
fuelectenerg-12594	34	1	the	the	DET
fuelectenerg-12594	34	2	research	research	NOUN
fuelectenerg-12594	34	3	employs	employ	VERB
fuelectenerg-12594	34	4	computerized	computerized	ADJ
fuelectenerg-12594	34	5	technology	technology	NOUN
fuelectenerg-12594	34	6	to	to	PART
fuelectenerg-12594	34	7	assess	assess	VERB
fuelectenerg-12594	34	8	driver	driver	NOUN
fuelectenerg-12594	34	9	behavior	behavior	NOUN
fuelectenerg-12594	34	10	through	through	ADP
fuelectenerg-12594	34	11	the	the	DET
fuelectenerg-12594	34	12	continuous	continuous	ADJ
fuelectenerg-12594	34	13	monitoring	monitoring	NOUN
fuelectenerg-12594	34	14	of	of	ADP
fuelectenerg-12594	34	15	various	various	ADJ
fuelectenerg-12594	34	16	factors	factor	NOUN
fuelectenerg-12594	34	17	including	include	VERB
fuelectenerg-12594	34	18	steering	steer	VERB
fuelectenerg-12594	34	19	wheel	wheel	NOUN
fuelectenerg-12594	34	20	angle	angle	NOUN
fuelectenerg-12594	34	21	,	,	PUNCT
fuelectenerg-12594	34	22	speed	speed	NOUN
fuelectenerg-12594	34	23	,	,	PUNCT
fuelectenerg-12594	34	24	hand	hand	NOUN
fuelectenerg-12594	34	25	activity	activity	NOUN
fuelectenerg-12594	34	26	,	,	PUNCT
fuelectenerg-12594	34	27	lane	lane	NOUN
fuelectenerg-12594	34	28	deviation	deviation	NOUN
fuelectenerg-12594	34	29	,	,	PUNCT
fuelectenerg-12594	34	30	and	and	CCONJ
fuelectenerg-12594	34	31	position	position	NOUN
fuelectenerg-12594	34	32	of	of	ADP
fuelectenerg-12594	34	33	the	the	DET
fuelectenerg-12594	34	34	steering	steering	NOUN
fuelectenerg-12594	34	35	[	[	X
fuelectenerg-12594	34	36	8	8	NUM
fuelectenerg-12594	34	37	]	]	PUNCT
fuelectenerg-12594	34	38	.	.	PUNCT
fuelectenerg-12594	35	1	researchers	researcher	NOUN
fuelectenerg-12594	35	2	have	have	AUX
fuelectenerg-12594	35	3	recently	recently	ADV
fuelectenerg-12594	35	4	started	start	VERB
fuelectenerg-12594	35	5	using	use	VERB
fuelectenerg-12594	35	6	electroencephalography	electroencephalography	NOUN
fuelectenerg-12594	35	7	(	(	PUNCT
fuelectenerg-12594	35	8	eeg	eeg	NOUN
fuelectenerg-12594	35	9	)	)	PUNCT
fuelectenerg-12594	35	10	to	to	PART
fuelectenerg-12594	35	11	detect	detect	VERB
fuelectenerg-12594	35	12	driving	drive	VERB
fuelectenerg-12594	35	13	fatigue	fatigue	NOUN
fuelectenerg-12594	35	14	.	.	PUNCT
fuelectenerg-12594	36	1	the	the	DET
fuelectenerg-12594	36	2	eeg	eeg	PROPN
fuelectenerg-12594	36	3	has	have	VERB
fuelectenerg-12594	36	4	specific	specific	ADJ
fuelectenerg-12594	36	5	features	feature	NOUN
fuelectenerg-12594	36	6	that	that	PRON
fuelectenerg-12594	36	7	make	make	VERB
fuelectenerg-12594	36	8	it	it	PRON
fuelectenerg-12594	36	9	potentially	potentially	ADV
fuelectenerg-12594	36	10	useful	useful	ADJ
fuelectenerg-12594	36	11	for	for	ADP
fuelectenerg-12594	36	12	detecting	detect	VERB
fuelectenerg-12594	36	13	driving	drive	VERB
fuelectenerg-12594	36	14	fatigue	fatigue	NOUN
fuelectenerg-12594	36	15	.	.	PUNCT
fuelectenerg-12594	37	1	these	these	DET
fuelectenerg-12594	37	2	factors	factor	NOUN
fuelectenerg-12594	37	3	consist	consist	VERB
fuelectenerg-12594	37	4	of	of	ADP
fuelectenerg-12594	37	5	its	its	PRON
fuelectenerg-12594	37	6	ability	ability	NOUN
fuelectenerg-12594	37	7	to	to	PART
fuelectenerg-12594	37	8	move	move	VERB
fuelectenerg-12594	37	9	,	,	PUNCT
fuelectenerg-12594	37	10	accuracy	accuracy	NOUN
fuelectenerg-12594	37	11	in	in	ADP
fuelectenerg-12594	37	12	timing	timing	NOUN
fuelectenerg-12594	37	13	,	,	PUNCT
fuelectenerg-12594	37	14	and	and	CCONJ
fuelectenerg-12594	37	15	exceptional	exceptional	ADJ
fuelectenerg-12594	37	16	sensitivity	sensitivity	NOUN
fuelectenerg-12594	37	17	to	to	ADP
fuelectenerg-12594	37	18	the	the	DET
fuelectenerg-12594	37	19	state	state	NOUN
fuelectenerg-12594	37	20	of	of	ADP
fuelectenerg-12594	37	21	the	the	DET
fuelectenerg-12594	37	22	nervous	nervous	ADJ
fuelectenerg-12594	37	23	system	system	NOUN
fuelectenerg-12594	37	24	.	.	PUNCT
fuelectenerg-12594	38	1	eeg	eeg	PROPN
fuelectenerg-12594	38	2	is	be	AUX
fuelectenerg-12594	38	3	used	use	VERB
fuelectenerg-12594	38	4	as	as	ADP
fuelectenerg-12594	38	5	a	a	DET
fuelectenerg-12594	38	6	diagnostic	diagnostic	ADJ
fuelectenerg-12594	38	7	method	method	NOUN
fuelectenerg-12594	38	8	for	for	ADP
fuelectenerg-12594	38	9	evaluating	evaluate	VERB
fuelectenerg-12594	38	10	neuronal	neuronal	ADJ
fuelectenerg-12594	38	11	activities	activity	NOUN
fuelectenerg-12594	38	12	on	on	ADP
fuelectenerg-12594	38	13	the	the	DET
fuelectenerg-12594	38	14	surface	surface	NOUN
fuelectenerg-12594	38	15	of	of	ADP
fuelectenerg-12594	38	16	the	the	DET
fuelectenerg-12594	38	17	scalp	scalp	NOUN
fuelectenerg-12594	38	18	to	to	PART
fuelectenerg-12594	38	19	examine	examine	VERB
fuelectenerg-12594	38	20	if	if	SCONJ
fuelectenerg-12594	38	21	the	the	DET
fuelectenerg-12594	38	22	person	person	NOUN
fuelectenerg-12594	38	23	is	be	AUX
fuelectenerg-12594	38	24	feeling	feel	VERB
fuelectenerg-12594	38	25	fatigued	fatigued	ADJ
fuelectenerg-12594	38	26	[	[	X
fuelectenerg-12594	38	27	9	9	NUM
fuelectenerg-12594	38	28	]	]	PUNCT
fuelectenerg-12594	38	29	.	.	PUNCT
fuelectenerg-12594	39	1	however	however	ADV
fuelectenerg-12594	39	2	,	,	PUNCT
fuelectenerg-12594	39	3	using	use	VERB
fuelectenerg-12594	39	4	multiple	multiple	ADJ
fuelectenerg-12594	39	5	-	-	PUNCT
fuelectenerg-12594	39	6	electrode	electrode	NOUN
fuelectenerg-12594	39	7	methods	method	NOUN
fuelectenerg-12594	39	8	to	to	PART
fuelectenerg-12594	39	9	collect	collect	VERB
fuelectenerg-12594	39	10	eeg	eeg	NOUN
fuelectenerg-12594	39	11	data	datum	NOUN
fuelectenerg-12594	39	12	can	can	AUX
fuelectenerg-12594	39	13	be	be	AUX
fuelectenerg-12594	39	14	affected	affect	VERB
fuelectenerg-12594	39	15	ensemble	ensemble	ADJ
fuelectenerg-12594	39	16	-	-	PUNCT
fuelectenerg-12594	39	17	based	base	VERB
fuelectenerg-12594	39	18	machine	machine	NOUN
fuelectenerg-12594	39	19	learning	learning	NOUN
fuelectenerg-12594	39	20	models	model	NOUN
fuelectenerg-12594	39	21	for	for	ADP
fuelectenerg-12594	39	22	vehicle	vehicle	NOUN
fuelectenerg-12594	39	23	drivers	driver	NOUN
fuelectenerg-12594	39	24	’	’	PART
fuelectenerg-12594	39	25	fatigue	fatigue	NOUN
fuelectenerg-12594	39	26	state	state	NOUN
fuelectenerg-12594	39	27	detection	detection	NOUN
fuelectenerg-12594	39	28	utilizing	utilize	VERB
fuelectenerg-12594	39	29	eeg	eeg	NOUN
fuelectenerg-12594	39	30	signals	signal	NOUN
fuelectenerg-12594	39	31	673	673	NUM
fuelectenerg-12594	39	32	by	by	ADP
fuelectenerg-12594	39	33	external	external	ADJ
fuelectenerg-12594	39	34	factors	factor	NOUN
fuelectenerg-12594	39	35	.	.	PUNCT
fuelectenerg-12594	40	1	therefore	therefore	ADV
fuelectenerg-12594	40	2	,	,	PUNCT
fuelectenerg-12594	40	3	it	it	PRON
fuelectenerg-12594	40	4	is	be	AUX
fuelectenerg-12594	40	5	essential	essential	ADJ
fuelectenerg-12594	40	6	to	to	PART
fuelectenerg-12594	40	7	extricate	extricate	VERB
fuelectenerg-12594	40	8	relevant	relevant	ADJ
fuelectenerg-12594	40	9	information	information	NOUN
fuelectenerg-12594	40	10	from	from	ADP
fuelectenerg-12594	40	11	mixed	mixed	ADJ
fuelectenerg-12594	40	12	brain	brain	NOUN
fuelectenerg-12594	40	13	data	datum	NOUN
fuelectenerg-12594	40	14	to	to	PART
fuelectenerg-12594	40	15	accurately	accurately	ADV
fuelectenerg-12594	40	16	detect	detect	VERB
fuelectenerg-12594	40	17	weariness	weariness	NOUN
fuelectenerg-12594	40	18	while	while	SCONJ
fuelectenerg-12594	40	19	operating	operate	VERB
fuelectenerg-12594	40	20	a	a	DET
fuelectenerg-12594	40	21	vehicle	vehicle	NOUN
fuelectenerg-12594	40	22	[	[	X
fuelectenerg-12594	40	23	10	10	NUM
fuelectenerg-12594	40	24	]	]	PUNCT
fuelectenerg-12594	40	25	.	.	PUNCT
fuelectenerg-12594	41	1	recordings	recording	NOUN
fuelectenerg-12594	41	2	from	from	ADP
fuelectenerg-12594	41	3	multiple	multiple	ADJ
fuelectenerg-12594	41	4	eeg	eeg	NOUN
fuelectenerg-12594	41	5	channels	channel	NOUN
fuelectenerg-12594	41	6	provide	provide	VERB
fuelectenerg-12594	41	7	thorough	thorough	ADJ
fuelectenerg-12594	41	8	information	information	NOUN
fuelectenerg-12594	41	9	of	of	ADP
fuelectenerg-12594	41	10	neural	neural	ADJ
fuelectenerg-12594	41	11	events	event	NOUN
fuelectenerg-12594	41	12	.	.	PUNCT
fuelectenerg-12594	42	1	particular	particular	ADJ
fuelectenerg-12594	42	2	channel	channel	NOUN
fuelectenerg-12594	42	3	may	may	AUX
fuelectenerg-12594	42	4	comprise	comprise	VERB
fuelectenerg-12594	42	5	extraneous	extraneous	ADJ
fuelectenerg-12594	42	6	and	and	CCONJ
fuelectenerg-12594	42	7	irrelevant	irrelevant	ADJ
fuelectenerg-12594	42	8	information	information	NOUN
fuelectenerg-12594	42	9	[	[	X
fuelectenerg-12594	42	10	11	11	NUM
fuelectenerg-12594	42	11	]	]	PUNCT
fuelectenerg-12594	42	12	.	.	PUNCT
fuelectenerg-12594	43	1	choosing	choose	VERB
fuelectenerg-12594	43	2	the	the	DET
fuelectenerg-12594	43	3	relevant	relevant	ADJ
fuelectenerg-12594	43	4	channels	channel	NOUN
fuelectenerg-12594	43	5	is	be	AUX
fuelectenerg-12594	43	6	challenging	challenge	VERB
fuelectenerg-12594	43	7	to	to	PART
fuelectenerg-12594	43	8	optimize	optimize	VERB
fuelectenerg-12594	43	9	the	the	DET
fuelectenerg-12594	43	10	effectuality	effectuality	NOUN
fuelectenerg-12594	43	11	of	of	ADP
fuelectenerg-12594	43	12	models	model	NOUN
fuelectenerg-12594	43	13	that	that	PRON
fuelectenerg-12594	43	14	depend	depend	VERB
fuelectenerg-12594	43	15	on	on	ADP
fuelectenerg-12594	43	16	electroencephalography	electroencephalography	NOUN
fuelectenerg-12594	43	17	(	(	PUNCT
fuelectenerg-12594	43	18	eeg	eeg	NOUN
fuelectenerg-12594	43	19	)	)	PUNCT
fuelectenerg-12594	44	1	[	[	X
fuelectenerg-12594	44	2	11	11	NUM
fuelectenerg-12594	44	3	]	]	PUNCT
fuelectenerg-12594	44	4	.	.	PUNCT
fuelectenerg-12594	45	1	developing	develop	VERB
fuelectenerg-12594	45	2	a	a	DET
fuelectenerg-12594	45	3	high	high	ADJ
fuelectenerg-12594	45	4	-	-	PUNCT
fuelectenerg-12594	45	5	quality	quality	NOUN
fuelectenerg-12594	45	6	single	single	ADJ
fuelectenerg-12594	45	7	classifier	classifier	NOUN
fuelectenerg-12594	45	8	might	might	AUX
fuelectenerg-12594	45	9	be	be	AUX
fuelectenerg-12594	45	10	crucial	crucial	ADJ
fuelectenerg-12594	45	11	as	as	ADP
fuelectenerg-12594	45	12	a	a	DET
fuelectenerg-12594	45	13	consequence	consequence	NOUN
fuelectenerg-12594	45	14	of	of	ADP
fuelectenerg-12594	45	15	the	the	DET
fuelectenerg-12594	45	16	unpredictable	unpredictable	ADJ
fuelectenerg-12594	45	17	nature	nature	NOUN
fuelectenerg-12594	45	18	of	of	ADP
fuelectenerg-12594	45	19	brain	brain	NOUN
fuelectenerg-12594	45	20	data	datum	NOUN
fuelectenerg-12594	45	21	and	and	CCONJ
fuelectenerg-12594	45	22	limited	limited	ADJ
fuelectenerg-12594	45	23	size	size	NOUN
fuelectenerg-12594	45	24	of	of	ADP
fuelectenerg-12594	45	25	the	the	DET
fuelectenerg-12594	45	26	training	training	NOUN
fuelectenerg-12594	45	27	dataset	dataset	NOUN
fuelectenerg-12594	45	28	.	.	PUNCT
fuelectenerg-12594	46	1	as	as	ADP
fuelectenerg-12594	46	2	a	a	DET
fuelectenerg-12594	46	3	result	result	NOUN
fuelectenerg-12594	46	4	,	,	PUNCT
fuelectenerg-12594	46	5	each	each	DET
fuelectenerg-12594	46	6	classifier	classifier	NOUN
fuelectenerg-12594	46	7	may	may	AUX
fuelectenerg-12594	46	8	show	show	VERB
fuelectenerg-12594	46	9	less	less	ADJ
fuelectenerg-12594	46	10	than	than	ADP
fuelectenerg-12594	46	11	ideal	ideal	ADJ
fuelectenerg-12594	46	12	performance	performance	NOUN
fuelectenerg-12594	46	13	or	or	CCONJ
fuelectenerg-12594	46	14	lack	lack	NOUN
fuelectenerg-12594	46	15	reliability	reliability	NOUN
fuelectenerg-12594	46	16	.	.	PUNCT
fuelectenerg-12594	47	1	fig	fig	NOUN
fuelectenerg-12594	47	2	.	.	PUNCT
fuelectenerg-12594	48	1	1	1	NUM
fuelectenerg-12594	48	2	preliminary	preliminary	ADJ
fuelectenerg-12594	48	3	ways	way	NOUN
fuelectenerg-12594	48	4	of	of	ADP
fuelectenerg-12594	48	5	fatigue	fatigue	NOUN
fuelectenerg-12594	48	6	detection	detection	NOUN
fuelectenerg-12594	48	7	this	this	PRON
fuelectenerg-12594	48	8	is	be	AUX
fuelectenerg-12594	48	9	why	why	SCONJ
fuelectenerg-12594	48	10	,	,	PUNCT
fuelectenerg-12594	48	11	this	this	DET
fuelectenerg-12594	48	12	research	research	NOUN
fuelectenerg-12594	48	13	study	study	NOUN
fuelectenerg-12594	48	14	introduces	introduce	VERB
fuelectenerg-12594	48	15	a	a	DET
fuelectenerg-12594	48	16	method	method	NOUN
fuelectenerg-12594	48	17	of	of	ADP
fuelectenerg-12594	48	18	categorization	categorization	NOUN
fuelectenerg-12594	48	19	for	for	ADP
fuelectenerg-12594	48	20	identifying	identify	VERB
fuelectenerg-12594	48	21	driver	driver	NOUN
fuelectenerg-12594	48	22	fatigue	fatigue	NOUN
fuelectenerg-12594	48	23	in	in	ADP
fuelectenerg-12594	48	24	an	an	DET
fuelectenerg-12594	48	25	eeg	eeg	NOUN
fuelectenerg-12594	48	26	-	-	PUNCT
fuelectenerg-12594	48	27	based	base	VERB
fuelectenerg-12594	48	28	system	system	NOUN
fuelectenerg-12594	48	29	,	,	PUNCT
fuelectenerg-12594	48	30	using	use	VERB
fuelectenerg-12594	48	31	ensemble	ensemble	ADJ
fuelectenerg-12594	48	32	learning	learning	NOUN
fuelectenerg-12594	48	33	methods	method	NOUN
fuelectenerg-12594	48	34	.	.	PUNCT
fuelectenerg-12594	49	1	this	this	DET
fuelectenerg-12594	49	2	initiative	initiative	NOUN
fuelectenerg-12594	49	3	primarily	primarily	ADV
fuelectenerg-12594	49	4	aims	aim	VERB
fuelectenerg-12594	49	5	to	to	PART
fuelectenerg-12594	49	6	enhance	enhance	VERB
fuelectenerg-12594	49	7	the	the	DET
fuelectenerg-12594	49	8	performance	performance	NOUN
fuelectenerg-12594	49	9	of	of	ADP
fuelectenerg-12594	49	10	identifying	identify	VERB
fuelectenerg-12594	49	11	driver	driver	NOUN
fuelectenerg-12594	49	12	fatigue	fatigue	NOUN
fuelectenerg-12594	49	13	states	state	NOUN
fuelectenerg-12594	49	14	while	while	SCONJ
fuelectenerg-12594	49	15	simultaneously	simultaneously	ADV
fuelectenerg-12594	49	16	decreasing	decrease	VERB
fuelectenerg-12594	49	17	computational	computational	ADJ
fuelectenerg-12594	49	18	intricacies	intricacy	NOUN
fuelectenerg-12594	49	19	.	.	PUNCT
fuelectenerg-12594	50	1	this	this	DET
fuelectenerg-12594	50	2	study	study	NOUN
fuelectenerg-12594	50	3	has	have	AUX
fuelectenerg-12594	50	4	investigated	investigate	VERB
fuelectenerg-12594	50	5	two	two	NUM
fuelectenerg-12594	50	6	ensemble	ensemble	ADJ
fuelectenerg-12594	50	7	-	-	PUNCT
fuelectenerg-12594	50	8	based	base	VERB
fuelectenerg-12594	50	9	machine	machine	NOUN
fuelectenerg-12594	50	10	learning	learning	NOUN
fuelectenerg-12594	50	11	models	model	NOUN
fuelectenerg-12594	50	12	and	and	CCONJ
fuelectenerg-12594	50	13	proposed	propose	VERB
fuelectenerg-12594	50	14	the	the	DET
fuelectenerg-12594	50	15	best	good	ADJ
fuelectenerg-12594	50	16	model	model	NOUN
fuelectenerg-12594	50	17	in	in	ADP
fuelectenerg-12594	50	18	terms	term	NOUN
fuelectenerg-12594	50	19	of	of	ADP
fuelectenerg-12594	50	20	detecting	detect	VERB
fuelectenerg-12594	50	21	fatigue	fatigue	NOUN
fuelectenerg-12594	50	22	states	state	NOUN
fuelectenerg-12594	50	23	utilizing	utilize	VERB
fuelectenerg-12594	50	24	eeg	eeg	NOUN
fuelectenerg-12594	50	25	signals	signal	NOUN
fuelectenerg-12594	50	26	.	.	PUNCT
fuelectenerg-12594	51	1	the	the	DET
fuelectenerg-12594	51	2	remainder	remainder	NOUN
fuelectenerg-12594	51	3	of	of	ADP
fuelectenerg-12594	51	4	the	the	DET
fuelectenerg-12594	51	5	article	article	NOUN
fuelectenerg-12594	51	6	is	be	AUX
fuelectenerg-12594	51	7	organized	organize	VERB
fuelectenerg-12594	51	8	as	as	SCONJ
fuelectenerg-12594	51	9	follows	follow	VERB
fuelectenerg-12594	51	10	:	:	PUNCT
fuelectenerg-12594	51	11	a	a	DET
fuelectenerg-12594	51	12	comprehensive	comprehensive	ADJ
fuelectenerg-12594	51	13	literature	literature	NOUN
fuelectenerg-12594	51	14	review	review	NOUN
fuelectenerg-12594	51	15	is	be	AUX
fuelectenerg-12594	51	16	provided	provide	VERB
fuelectenerg-12594	51	17	in	in	ADP
fuelectenerg-12594	51	18	section	section	NOUN
fuelectenerg-12594	51	19	2	2	NUM
fuelectenerg-12594	51	20	.	.	PUNCT
fuelectenerg-12594	51	21	complete	complete	ADJ
fuelectenerg-12594	51	22	methodology	methodology	NOUN
fuelectenerg-12594	51	23	of	of	ADP
fuelectenerg-12594	51	24	this	this	DET
fuelectenerg-12594	51	25	study	study	NOUN
fuelectenerg-12594	51	26	is	be	AUX
fuelectenerg-12594	51	27	explained	explain	VERB
fuelectenerg-12594	51	28	in	in	ADP
fuelectenerg-12594	51	29	674	674	NUM
fuelectenerg-12594	51	30	m.	m.	NOUN
fuelectenerg-12594	51	31	m.	m.	PROPN
fuelectenerg-12594	51	32	hasan	hasan	PROPN
fuelectenerg-12594	51	33	,	,	PUNCT
fuelectenerg-12594	51	34	m.	m.	PROPN
fuelectenerg-12594	51	35	n.	n.	PROPN
fuelectenerg-12594	51	36	islam	islam	PROPN
fuelectenerg-12594	51	37	,	,	PUNCT
fuelectenerg-12594	51	38	s.	s.	PROPN
fuelectenerg-12594	51	39	khandaker	khandaker	PROPN
fuelectenerg-12594	51	40	,	,	PUNCT
fuelectenerg-12594	51	41	n.	n.	PROPN
fuelectenerg-12594	51	42	sulaiman	sulaiman	PROPN
fuelectenerg-12594	51	43	,	,	PUNCT
fuelectenerg-12594	51	44	a.	a.	PROPN
fuelectenerg-12594	51	45	islam	islam	PROPN
fuelectenerg-12594	51	46	,	,	PUNCT
fuelectenerg-12594	51	47	m.	m.	NOUN
fuelectenerg-12594	51	48	m.	m.	PROPN
fuelectenerg-12594	51	49	hossain	hossain	PROPN
fuelectenerg-12594	51	50	section	section	PROPN
fuelectenerg-12594	51	51	3	3	NUM
fuelectenerg-12594	51	52	,	,	PUNCT
fuelectenerg-12594	51	53	which	which	PRON
fuelectenerg-12594	51	54	includes	include	VERB
fuelectenerg-12594	51	55	data	datum	NOUN
fuelectenerg-12594	51	56	description	description	NOUN
fuelectenerg-12594	51	57	,	,	PUNCT
fuelectenerg-12594	51	58	fast	fast	ADJ
fuelectenerg-12594	51	59	fourier	fourier	NOUN
fuelectenerg-12594	51	60	transformation	transformation	NOUN
fuelectenerg-12594	51	61	,	,	PUNCT
fuelectenerg-12594	51	62	ensemble	ensemble	ADJ
fuelectenerg-12594	51	63	-	-	PUNCT
fuelectenerg-12594	51	64	based	base	VERB
fuelectenerg-12594	51	65	machine	machine	NOUN
fuelectenerg-12594	51	66	learning	learn	VERB
fuelectenerg-12594	51	67	techniques	technique	NOUN
fuelectenerg-12594	51	68	and	and	CCONJ
fuelectenerg-12594	51	69	assessment	assessment	NOUN
fuelectenerg-12594	51	70	of	of	ADP
fuelectenerg-12594	51	71	performance	performance	NOUN
fuelectenerg-12594	51	72	.	.	PUNCT
fuelectenerg-12594	52	1	a	a	DET
fuelectenerg-12594	52	2	comprehensive	comprehensive	ADJ
fuelectenerg-12594	52	3	experimental	experimental	ADJ
fuelectenerg-12594	52	4	result	result	NOUN
fuelectenerg-12594	52	5	is	be	AUX
fuelectenerg-12594	52	6	explained	explain	VERB
fuelectenerg-12594	52	7	in	in	ADP
fuelectenerg-12594	52	8	section	section	NOUN
fuelectenerg-12594	52	9	4	4	NUM
fuelectenerg-12594	52	10	.	.	PUNCT
fuelectenerg-12594	53	1	this	this	DET
fuelectenerg-12594	53	2	section	section	NOUN
fuelectenerg-12594	53	3	5	5	NUM
fuelectenerg-12594	53	4	discusses	discuss	VERB
fuelectenerg-12594	53	5	the	the	DET
fuelectenerg-12594	53	6	proposed	propose	VERB
fuelectenerg-12594	53	7	model	model	NOUN
fuelectenerg-12594	53	8	's	's	PART
fuelectenerg-12594	53	9	comparison	comparison	NOUN
fuelectenerg-12594	53	10	with	with	ADP
fuelectenerg-12594	53	11	related	related	ADJ
fuelectenerg-12594	53	12	studies	study	NOUN
fuelectenerg-12594	53	13	and	and	CCONJ
fuelectenerg-12594	53	14	the	the	DET
fuelectenerg-12594	53	15	significant	significant	ADJ
fuelectenerg-12594	53	16	advantages	advantage	NOUN
fuelectenerg-12594	53	17	of	of	ADP
fuelectenerg-12594	53	18	our	our	PRON
fuelectenerg-12594	53	19	proposed	propose	VERB
fuelectenerg-12594	53	20	approach	approach	NOUN
fuelectenerg-12594	53	21	over	over	ADP
fuelectenerg-12594	53	22	the	the	DET
fuelectenerg-12594	53	23	earlier	early	ADJ
fuelectenerg-12594	53	24	studies	study	NOUN
fuelectenerg-12594	53	25	.	.	PUNCT
fuelectenerg-12594	54	1	section	section	NOUN
fuelectenerg-12594	54	2	6	6	NUM
fuelectenerg-12594	54	3	concludes	conclude	VERB
fuelectenerg-12594	54	4	the	the	DET
fuelectenerg-12594	54	5	outcome	outcome	NOUN
fuelectenerg-12594	54	6	of	of	ADP
fuelectenerg-12594	54	7	the	the	DET
fuelectenerg-12594	54	8	presented	present	VERB
fuelectenerg-12594	54	9	study	study	NOUN
fuelectenerg-12594	54	10	.	.	PUNCT
fuelectenerg-12594	55	1	2	2	X
fuelectenerg-12594	55	2	.	.	X
fuelectenerg-12594	55	3	literature	literature	NOUN
fuelectenerg-12594	55	4	review	review	PROPN
fuelectenerg-12594	55	5	diversified	diversify	VERB
fuelectenerg-12594	55	6	approaches	approach	NOUN
fuelectenerg-12594	55	7	have	have	AUX
fuelectenerg-12594	55	8	been	be	AUX
fuelectenerg-12594	55	9	put	put	VERB
fuelectenerg-12594	55	10	forth	forth	ADP
fuelectenerg-12594	55	11	to	to	PART
fuelectenerg-12594	55	12	determine	determine	VERB
fuelectenerg-12594	55	13	the	the	DET
fuelectenerg-12594	55	14	underlying	underlie	VERB
fuelectenerg-12594	55	15	mechanisms	mechanism	NOUN
fuelectenerg-12594	55	16	of	of	ADP
fuelectenerg-12594	55	17	fatigue	fatigue	NOUN
fuelectenerg-12594	55	18	via	via	ADP
fuelectenerg-12594	55	19	eeg	eeg	PROPN
fuelectenerg-12594	55	20	data	datum	NOUN
fuelectenerg-12594	55	21	.	.	PUNCT
fuelectenerg-12594	56	1	in	in	ADP
fuelectenerg-12594	56	2	[	[	X
fuelectenerg-12594	56	3	12	12	NUM
fuelectenerg-12594	56	4	]	]	X
fuelectenerg-12594	56	5	,	,	PUNCT
fuelectenerg-12594	56	6	a	a	DET
fuelectenerg-12594	56	7	straightforward	straightforward	ADJ
fuelectenerg-12594	56	8	and	and	CCONJ
fuelectenerg-12594	56	9	efficient	efficient	ADJ
fuelectenerg-12594	56	10	method	method	NOUN
fuelectenerg-12594	56	11	for	for	ADP
fuelectenerg-12594	56	12	identifying	identify	VERB
fuelectenerg-12594	56	13	drivers	driver	NOUN
fuelectenerg-12594	56	14	’	’	PART
fuelectenerg-12594	56	15	fatigue	fatigue	NOUN
fuelectenerg-12594	56	16	in	in	ADP
fuelectenerg-12594	56	17	real	real	ADJ
fuelectenerg-12594	56	18	-	-	PUNCT
fuelectenerg-12594	56	19	time	time	NOUN
fuelectenerg-12594	56	20	environments	environment	NOUN
fuelectenerg-12594	56	21	is	be	AUX
fuelectenerg-12594	56	22	presented	present	VERB
fuelectenerg-12594	56	23	.	.	PUNCT
fuelectenerg-12594	57	1	the	the	DET
fuelectenerg-12594	57	2	suggested	suggest	VERB
fuelectenerg-12594	57	3	approach	approach	NOUN
fuelectenerg-12594	57	4	results	result	NOUN
fuelectenerg-12594	57	5	in	in	ADP
fuelectenerg-12594	57	6	a	a	DET
fuelectenerg-12594	57	7	1.8	1.8	NUM
fuelectenerg-12594	57	8	-	-	PUNCT
fuelectenerg-12594	57	9	second	second	NOUN
fuelectenerg-12594	57	10	latency	latency	NOUN
fuelectenerg-12594	57	11	and	and	CCONJ
fuelectenerg-12594	57	12	an	an	DET
fuelectenerg-12594	57	13	identification	identification	NOUN
fuelectenerg-12594	57	14	rate	rate	NOUN
fuelectenerg-12594	57	15	of	of	ADP
fuelectenerg-12594	57	16	92.7	92.7	NUM
fuelectenerg-12594	57	17	%	%	NOUN
fuelectenerg-12594	57	18	.	.	PUNCT
fuelectenerg-12594	58	1	an	an	DET
fuelectenerg-12594	58	2	advanced	advanced	ADJ
fuelectenerg-12594	58	3	technique	technique	NOUN
fuelectenerg-12594	58	4	was	be	AUX
fuelectenerg-12594	58	5	created	create	VERB
fuelectenerg-12594	58	6	to	to	PART
fuelectenerg-12594	58	7	detect	detect	VERB
fuelectenerg-12594	58	8	fatigue	fatigue	NOUN
fuelectenerg-12594	58	9	among	among	ADP
fuelectenerg-12594	58	10	drivers	driver	NOUN
fuelectenerg-12594	58	11	by	by	ADP
fuelectenerg-12594	58	12	analyzing	analyze	VERB
fuelectenerg-12594	58	13	eeg	eeg	NOUN
fuelectenerg-12594	58	14	data	datum	NOUN
fuelectenerg-12594	58	15	in	in	ADP
fuelectenerg-12594	58	16	[	[	X
fuelectenerg-12594	58	17	13	13	NUM
fuelectenerg-12594	58	18	]	]	PUNCT
fuelectenerg-12594	58	19	.	.	PUNCT
fuelectenerg-12594	59	1	the	the	DET
fuelectenerg-12594	59	2	framework	framework	NOUN
fuelectenerg-12594	59	3	includes	include	VERB
fuelectenerg-12594	59	4	a	a	DET
fuelectenerg-12594	59	5	characteristic	characteristic	ADJ
fuelectenerg-12594	59	6	synthesizing	synthesize	VERB
fuelectenerg-12594	59	7	network	network	NOUN
fuelectenerg-12594	59	8	which	which	PRON
fuelectenerg-12594	59	9	combines	combine	VERB
fuelectenerg-12594	59	10	textural	textural	ADJ
fuelectenerg-12594	59	11	attributes	attribute	NOUN
fuelectenerg-12594	59	12	and	and	CCONJ
fuelectenerg-12594	59	13	a	a	DET
fuelectenerg-12594	59	14	combination	combination	NOUN
fuelectenerg-12594	59	15	of	of	ADP
fuelectenerg-12594	59	16	features	feature	NOUN
fuelectenerg-12594	59	17	selecting	select	VERB
fuelectenerg-12594	59	18	mechanism	mechanism	NOUN
fuelectenerg-12594	59	19	to	to	PART
fuelectenerg-12594	59	20	enhance	enhance	VERB
fuelectenerg-12594	59	21	the	the	DET
fuelectenerg-12594	59	22	identification	identification	NOUN
fuelectenerg-12594	59	23	efficiency	efficiency	NOUN
fuelectenerg-12594	59	24	.	.	PUNCT
fuelectenerg-12594	60	1	the	the	DET
fuelectenerg-12594	60	2	suggested	suggest	VERB
fuelectenerg-12594	60	3	approach	approach	NOUN
fuelectenerg-12594	60	4	identified	identify	VERB
fuelectenerg-12594	60	5	fatigue	fatigue	NOUN
fuelectenerg-12594	60	6	with	with	ADP
fuelectenerg-12594	60	7	97.29	97.29	NUM
fuelectenerg-12594	60	8	%	%	NOUN
fuelectenerg-12594	60	9	exactness	exactness	NOUN
fuelectenerg-12594	60	10	using	use	VERB
fuelectenerg-12594	60	11	eeg	eeg	PROPN
fuelectenerg-12594	60	12	data	datum	NOUN
fuelectenerg-12594	60	13	.	.	PUNCT
fuelectenerg-12594	61	1	zhao	zhao	PROPN
fuelectenerg-12594	61	2	et	et	PROPN
fuelectenerg-12594	61	3	al	al	PROPN
fuelectenerg-12594	61	4	.	.	PUNCT
fuelectenerg-12594	62	1	[	[	X
fuelectenerg-12594	62	2	14	14	NUM
fuelectenerg-12594	62	3	]	]	X
fuelectenerg-12594	62	4	classified	classified	ADJ
fuelectenerg-12594	62	5	fatigue	fatigue	NOUN
fuelectenerg-12594	62	6	conditions	condition	NOUN
fuelectenerg-12594	62	7	in	in	ADP
fuelectenerg-12594	62	8	driving	drive	VERB
fuelectenerg-12594	62	9	circumstances	circumstance	NOUN
fuelectenerg-12594	62	10	using	use	VERB
fuelectenerg-12594	62	11	a	a	DET
fuelectenerg-12594	62	12	support	support	NOUN
fuelectenerg-12594	62	13	vector	vector	NOUN
fuelectenerg-12594	62	14	machine	machine	NOUN
fuelectenerg-12594	62	15	(	(	PUNCT
fuelectenerg-12594	62	16	svm	svm	PROPN
fuelectenerg-12594	62	17	)	)	PUNCT
fuelectenerg-12594	62	18	using	use	VERB
fuelectenerg-12594	62	19	kpca	kpca	NOUN
fuelectenerg-12594	62	20	,	,	PUNCT
fuelectenerg-12594	62	21	achieving	achieve	VERB
fuelectenerg-12594	62	22	a	a	DET
fuelectenerg-12594	62	23	success	success	NOUN
fuelectenerg-12594	62	24	rate	rate	NOUN
fuelectenerg-12594	62	25	of	of	ADP
fuelectenerg-12594	62	26	81.64	81.64	NUM
fuelectenerg-12594	62	27	%	%	NOUN
fuelectenerg-12594	62	28	.	.	PUNCT
fuelectenerg-12594	63	1	another	another	DET
fuelectenerg-12594	63	2	experiment	experiment	NOUN
fuelectenerg-12594	63	3	that	that	PRON
fuelectenerg-12594	63	4	was	be	AUX
fuelectenerg-12594	63	5	conducted	conduct	VERB
fuelectenerg-12594	63	6	with	with	ADP
fuelectenerg-12594	63	7	43	43	NUM
fuelectenerg-12594	63	8	good	good	ADJ
fuelectenerg-12594	63	9	-	-	PUNCT
fuelectenerg-12594	63	10	health	health	NOUN
fuelectenerg-12594	63	11	people	people	NOUN
fuelectenerg-12594	63	12	and	and	CCONJ
fuelectenerg-12594	63	13	utilized	utilize	VERB
fuelectenerg-12594	63	14	bayesian	bayesian	NOUN
fuelectenerg-12594	63	15	neural	neural	ADJ
fuelectenerg-12594	63	16	networks	network	NOUN
fuelectenerg-12594	63	17	as	as	ADP
fuelectenerg-12594	63	18	the	the	DET
fuelectenerg-12594	63	19	classification	classification	NOUN
fuelectenerg-12594	63	20	model	model	NOUN
fuelectenerg-12594	63	21	and	and	CCONJ
fuelectenerg-12594	63	22	autoregressive	autoregressive	ADJ
fuelectenerg-12594	63	23	modeling	modeling	NOUN
fuelectenerg-12594	63	24	as	as	ADP
fuelectenerg-12594	63	25	the	the	DET
fuelectenerg-12594	63	26	technique	technique	NOUN
fuelectenerg-12594	63	27	for	for	ADP
fuelectenerg-12594	63	28	extracting	extract	VERB
fuelectenerg-12594	63	29	features	feature	NOUN
fuelectenerg-12594	63	30	in	in	ADP
fuelectenerg-12594	63	31	order	order	NOUN
fuelectenerg-12594	63	32	to	to	PART
fuelectenerg-12594	63	33	identify	identify	VERB
fuelectenerg-12594	63	34	fatigue	fatigue	NOUN
fuelectenerg-12594	63	35	,	,	PUNCT
fuelectenerg-12594	63	36	achieved	achieve	VERB
fuelectenerg-12594	63	37	an	an	DET
fuelectenerg-12594	63	38	accuracy	accuracy	NOUN
fuelectenerg-12594	63	39	rate	rate	NOUN
fuelectenerg-12594	63	40	of	of	ADP
fuelectenerg-12594	63	41	88.2	88.2	NUM
fuelectenerg-12594	63	42	%	%	NOUN
fuelectenerg-12594	63	43	[	[	X
fuelectenerg-12594	63	44	15	15	NUM
fuelectenerg-12594	63	45	]	]	PUNCT
fuelectenerg-12594	63	46	.	.	PUNCT
fuelectenerg-12594	64	1	two	two	NUM
fuelectenerg-12594	64	2	studies	study	NOUN
fuelectenerg-12594	64	3	that	that	PRON
fuelectenerg-12594	64	4	analyzed	analyze	VERB
fuelectenerg-12594	64	5	a	a	DET
fuelectenerg-12594	64	6	model	model	NOUN
fuelectenerg-12594	64	7	based	base	VERB
fuelectenerg-12594	64	8	on	on	ADP
fuelectenerg-12594	64	9	cnn	cnn	PROPN
fuelectenerg-12594	64	10	and	and	CCONJ
fuelectenerg-12594	64	11	eeg	eeg	PROPN
fuelectenerg-12594	64	12	recordings	recording	NOUN
fuelectenerg-12594	64	13	to	to	PART
fuelectenerg-12594	64	14	find	find	VERB
fuelectenerg-12594	64	15	signs	sign	NOUN
fuelectenerg-12594	64	16	of	of	ADP
fuelectenerg-12594	64	17	exhaustion	exhaustion	NOUN
fuelectenerg-12594	64	18	were	be	AUX
fuelectenerg-12594	64	19	85.42	85.42	NUM
fuelectenerg-12594	64	20	%	%	NOUN
fuelectenerg-12594	64	21	and	and	CCONJ
fuelectenerg-12594	64	22	75.87	75.87	NUM
fuelectenerg-12594	64	23	%	%	NOUN
fuelectenerg-12594	64	24	accurate	accurate	ADJ
fuelectenerg-12594	64	25	,	,	PUNCT
fuelectenerg-12594	64	26	respectively	respectively	ADV
fuelectenerg-12594	64	27	[	[	X
fuelectenerg-12594	64	28	16	16	NUM
fuelectenerg-12594	64	29	–	–	PUNCT
fuelectenerg-12594	64	30	17	17	NUM
fuelectenerg-12594	64	31	]	]	PUNCT
fuelectenerg-12594	64	32	.	.	PUNCT
fuelectenerg-12594	65	1	a	a	DET
fuelectenerg-12594	65	2	recent	recent	ADJ
fuelectenerg-12594	65	3	study	study	NOUN
fuelectenerg-12594	65	4	utilized	utilize	VERB
fuelectenerg-12594	65	5	a	a	DET
fuelectenerg-12594	65	6	single	single	ADJ
fuelectenerg-12594	65	7	classifier	classifier	NOUN
fuelectenerg-12594	65	8	decision	decision	NOUN
fuelectenerg-12594	65	9	tree	tree	NOUN
fuelectenerg-12594	65	10	to	to	PART
fuelectenerg-12594	65	11	detect	detect	VERB
fuelectenerg-12594	65	12	fatigue	fatigue	NOUN
fuelectenerg-12594	65	13	states	state	NOUN
fuelectenerg-12594	65	14	from	from	ADP
fuelectenerg-12594	65	15	eeg	eeg	NOUN
fuelectenerg-12594	65	16	signals	signal	NOUN
fuelectenerg-12594	65	17	,	,	PUNCT
fuelectenerg-12594	65	18	which	which	PRON
fuelectenerg-12594	65	19	gave	give	VERB
fuelectenerg-12594	65	20	an	an	DET
fuelectenerg-12594	65	21	accuracy	accuracy	NOUN
fuelectenerg-12594	65	22	of	of	ADP
fuelectenerg-12594	65	23	88.6	88.6	NUM
fuelectenerg-12594	65	24	%	%	NOUN
fuelectenerg-12594	65	25	[	[	X
fuelectenerg-12594	65	26	18	18	NUM
fuelectenerg-12594	65	27	]	]	PUNCT
fuelectenerg-12594	65	28	.	.	PUNCT
fuelectenerg-12594	66	1	in	in	ADP
fuelectenerg-12594	66	2	the	the	DET
fuelectenerg-12594	66	3	context	context	NOUN
fuelectenerg-12594	66	4	of	of	ADP
fuelectenerg-12594	66	5	the	the	DET
fuelectenerg-12594	66	6	real	real	ADJ
fuelectenerg-12594	66	7	world	world	NOUN
fuelectenerg-12594	66	8	,	,	PUNCT
fuelectenerg-12594	66	9	the	the	DET
fuelectenerg-12594	66	10	main	main	ADJ
fuelectenerg-12594	66	11	problem	problem	NOUN
fuelectenerg-12594	66	12	with	with	ADP
fuelectenerg-12594	66	13	these	these	DET
fuelectenerg-12594	66	14	models	model	NOUN
fuelectenerg-12594	66	15	is	be	AUX
fuelectenerg-12594	66	16	that	that	SCONJ
fuelectenerg-12594	66	17	they	they	PRON
fuelectenerg-12594	66	18	are	be	AUX
fuelectenerg-12594	66	19	not	not	PART
fuelectenerg-12594	66	20	accurate	accurate	ADJ
fuelectenerg-12594	66	21	to	to	ADP
fuelectenerg-12594	66	22	a	a	DET
fuelectenerg-12594	66	23	great	great	ADJ
fuelectenerg-12594	66	24	extent	extent	NOUN
fuelectenerg-12594	66	25	.	.	PUNCT
fuelectenerg-12594	67	1	a	a	DET
fuelectenerg-12594	67	2	study	study	NOUN
fuelectenerg-12594	67	3	assessed	assess	VERB
fuelectenerg-12594	67	4	the	the	DET
fuelectenerg-12594	67	5	effectiveness	effectiveness	NOUN
fuelectenerg-12594	67	6	of	of	ADP
fuelectenerg-12594	67	7	numerous	numerous	ADJ
fuelectenerg-12594	67	8	linear	linear	NOUN
fuelectenerg-12594	67	9	as	as	ADV
fuelectenerg-12594	67	10	well	well	ADV
fuelectenerg-12594	67	11	as	as	ADP
fuelectenerg-12594	67	12	nonlinear	nonlinear	ADJ
fuelectenerg-12594	67	13	single	single	ADJ
fuelectenerg-12594	67	14	classification	classification	NOUN
fuelectenerg-12594	67	15	methods	method	NOUN
fuelectenerg-12594	67	16	,	,	PUNCT
fuelectenerg-12594	67	17	such	such	ADJ
fuelectenerg-12594	67	18	as	as	ADP
fuelectenerg-12594	67	19	decision	decision	NOUN
fuelectenerg-12594	67	20	tree	tree	NOUN
fuelectenerg-12594	67	21	,	,	PUNCT
fuelectenerg-12594	67	22	fisher	fisher	PROPN
fuelectenerg-12594	67	23	discriminant	discriminant	NOUN
fuelectenerg-12594	67	24	,	,	PUNCT
fuelectenerg-12594	67	25	support	support	VERB
fuelectenerg-12594	67	26	vector	vector	NOUN
fuelectenerg-12594	67	27	machine	machine	NOUN
fuelectenerg-12594	67	28	,	,	PUNCT
fuelectenerg-12594	67	29	k	k	X
fuelectenerg-12594	67	30	-	-	PUNCT
fuelectenerg-12594	67	31	nearest	near	ADJ
fuelectenerg-12594	67	32	neighbors	neighbor	NOUN
fuelectenerg-12594	67	33	,	,	PUNCT
fuelectenerg-12594	67	34	neural	neural	ADJ
fuelectenerg-12594	67	35	network	network	NOUN
fuelectenerg-12594	67	36	,	,	PUNCT
fuelectenerg-12594	67	37	and	and	CCONJ
fuelectenerg-12594	67	38	hidden	hidden	ADJ
fuelectenerg-12594	67	39	markov	markov	NOUN
fuelectenerg-12594	67	40	model	model	NOUN
fuelectenerg-12594	67	41	,	,	PUNCT
fuelectenerg-12594	67	42	in	in	ADP
fuelectenerg-12594	67	43	the	the	DET
fuelectenerg-12594	67	44	detection	detection	NOUN
fuelectenerg-12594	67	45	of	of	ADP
fuelectenerg-12594	67	46	driver	driver	NOUN
fuelectenerg-12594	67	47	fatigue	fatigue	NOUN
fuelectenerg-12594	67	48	via	via	ADP
fuelectenerg-12594	67	49	electroencephalography	electroencephalography	NOUN
fuelectenerg-12594	67	50	signal	signal	NOUN
fuelectenerg-12594	67	51	[	[	X
fuelectenerg-12594	67	52	19	19	NUM
fuelectenerg-12594	67	53	]	]	PUNCT
fuelectenerg-12594	67	54	.	.	PUNCT
fuelectenerg-12594	68	1	fu	fu	PROPN
fuelectenerg-12594	68	2	et	et	PROPN
fuelectenerg-12594	68	3	al	al	PROPN
fuelectenerg-12594	68	4	.	.	PROPN
fuelectenerg-12594	68	5	presented	present	VERB
fuelectenerg-12594	68	6	tiredness	tiredness	NOUN
fuelectenerg-12594	68	7	detection	detection	NOUN
fuelectenerg-12594	68	8	approach	approach	NOUN
fuelectenerg-12594	68	9	based	base	VERB
fuelectenerg-12594	68	10	on	on	ADP
fuelectenerg-12594	68	11	hidden	hidden	ADJ
fuelectenerg-12594	68	12	markov	markov	NOUN
fuelectenerg-12594	68	13	model	model	NOUN
fuelectenerg-12594	68	14	(	(	PUNCT
fuelectenerg-12594	68	15	hmm	hmm	INTJ
fuelectenerg-12594	68	16	)	)	PUNCT
fuelectenerg-12594	69	1	[	[	X
fuelectenerg-12594	69	2	20	20	NUM
fuelectenerg-12594	69	3	]	]	PUNCT
fuelectenerg-12594	69	4	.	.	PUNCT
fuelectenerg-12594	70	1	some	some	DET
fuelectenerg-12594	70	2	research	research	NOUN
fuelectenerg-12594	70	3	has	have	AUX
fuelectenerg-12594	70	4	shown	show	VERB
fuelectenerg-12594	70	5	that	that	SCONJ
fuelectenerg-12594	70	6	ensemble	ensemble	ADJ
fuelectenerg-12594	70	7	-	-	PUNCT
fuelectenerg-12594	70	8	based	base	VERB
fuelectenerg-12594	70	9	classifiers	classifier	NOUN
fuelectenerg-12594	70	10	outperform	outperform	VERB
fuelectenerg-12594	70	11	single	single	ADJ
fuelectenerg-12594	70	12	classifiers	classifier	NOUN
fuelectenerg-12594	70	13	[	[	X
fuelectenerg-12594	70	14	21	21	NUM
fuelectenerg-12594	70	15	23	23	NUM
fuelectenerg-12594	70	16	]	]	PUNCT
fuelectenerg-12594	70	17	;	;	PUNCT
fuelectenerg-12594	70	18	minimal	minimal	ADJ
fuelectenerg-12594	70	19	research	research	NOUN
fuelectenerg-12594	70	20	has	have	AUX
fuelectenerg-12594	70	21	been	be	AUX
fuelectenerg-12594	70	22	done	do	VERB
fuelectenerg-12594	70	23	on	on	ADP
fuelectenerg-12594	70	24	using	use	VERB
fuelectenerg-12594	70	25	ensemble	ensemble	ADJ
fuelectenerg-12594	70	26	-	-	PUNCT
fuelectenerg-12594	70	27	based	base	VERB
fuelectenerg-12594	70	28	algorithms	algorithm	NOUN
fuelectenerg-12594	70	29	that	that	PRON
fuelectenerg-12594	70	30	utilize	utilize	VERB
fuelectenerg-12594	70	31	electroencephalogram	electroencephalogram	NOUN
fuelectenerg-12594	70	32	(	(	PUNCT
fuelectenerg-12594	70	33	eeg	eeg	NOUN
fuelectenerg-12594	70	34	)	)	PUNCT
fuelectenerg-12594	70	35	signals	signal	NOUN
fuelectenerg-12594	70	36	to	to	PART
fuelectenerg-12594	70	37	detect	detect	VERB
fuelectenerg-12594	70	38	weariness	weariness	NOUN
fuelectenerg-12594	70	39	in	in	ADP
fuelectenerg-12594	70	40	vehicle	vehicle	NOUN
fuelectenerg-12594	70	41	drivers	driver	NOUN
fuelectenerg-12594	70	42	.	.	PUNCT
fuelectenerg-12594	71	1	hassan	hassan	PROPN
fuelectenerg-12594	71	2	and	and	CCONJ
fuelectenerg-12594	71	3	bhuiyan	bhuiyan	PROPN
fuelectenerg-12594	71	4	[	[	X
fuelectenerg-12594	71	5	21	21	NUM
fuelectenerg-12594	71	6	]	]	PUNCT
fuelectenerg-12594	71	7	developed	develop	VERB
fuelectenerg-12594	71	8	a	a	DET
fuelectenerg-12594	71	9	technique	technique	NOUN
fuelectenerg-12594	71	10	that	that	PRON
fuelectenerg-12594	71	11	utilizes	utilize	VERB
fuelectenerg-12594	71	12	entire	entire	ADJ
fuelectenerg-12594	71	13	ensemble	ensemble	ADJ
fuelectenerg-12594	71	14	experimental	experimental	ADJ
fuelectenerg-12594	71	15	mode	mode	NOUN
fuelectenerg-12594	71	16	decomposition	decomposition	NOUN
fuelectenerg-12594	71	17	in	in	ADP
fuelectenerg-12594	71	18	conjunction	conjunction	NOUN
fuelectenerg-12594	71	19	with	with	ADP
fuelectenerg-12594	71	20	adjustable	adjustable	ADJ
fuelectenerg-12594	71	21	noise	noise	NOUN
fuelectenerg-12594	71	22	and	and	CCONJ
fuelectenerg-12594	71	23	bootstrap	bootstrap	NOUN
fuelectenerg-12594	71	24	combining	combine	VERB
fuelectenerg-12594	71	25	(	(	PUNCT
fuelectenerg-12594	71	26	bagging	bagging	NOUN
fuelectenerg-12594	71	27	)	)	PUNCT
fuelectenerg-12594	71	28	to	to	PART
fuelectenerg-12594	71	29	structure	structure	VERB
fuelectenerg-12594	71	30	sleep	sleep	NOUN
fuelectenerg-12594	71	31	patterns	pattern	NOUN
fuelectenerg-12594	71	32	from	from	ADP
fuelectenerg-12594	71	33	eeg	eeg	NOUN
fuelectenerg-12594	71	34	signals	signal	NOUN
fuelectenerg-12594	71	35	.	.	PUNCT
fuelectenerg-12594	72	1	the	the	DET
fuelectenerg-12594	72	2	study	study	NOUN
fuelectenerg-12594	72	3	's	's	PART
fuelectenerg-12594	72	4	results	result	NOUN
fuelectenerg-12594	72	5	showed	show	VERB
fuelectenerg-12594	72	6	that	that	SCONJ
fuelectenerg-12594	72	7	the	the	DET
fuelectenerg-12594	72	8	suggested	suggest	VERB
fuelectenerg-12594	72	9	methodology	methodology	NOUN
fuelectenerg-12594	72	10	had	have	VERB
fuelectenerg-12594	72	11	more	more	ADJ
fuelectenerg-12594	72	12	accuracy	accuracy	NOUN
fuelectenerg-12594	72	13	than	than	ADP
fuelectenerg-12594	72	14	current	current	ADJ
fuelectenerg-12594	72	15	stateof	stateof	ADJ
fuelectenerg-12594	72	16	-	-	PUNCT
fuelectenerg-12594	72	17	the	the	DET
fuelectenerg-12594	72	18	-	-	PUNCT
fuelectenerg-12594	72	19	art	art	NOUN
fuelectenerg-12594	72	20	procedures	procedure	NOUN
fuelectenerg-12594	72	21	.	.	PUNCT
fuelectenerg-12594	73	1	moreover	moreover	ADV
fuelectenerg-12594	73	2	,	,	PUNCT
fuelectenerg-12594	73	3	an	an	DET
fuelectenerg-12594	73	4	investigation	investigation	NOUN
fuelectenerg-12594	73	5	was	be	AUX
fuelectenerg-12594	73	6	carried	carry	VERB
fuelectenerg-12594	73	7	out	out	ADP
fuelectenerg-12594	73	8	in	in	ADP
fuelectenerg-12594	73	9	[	[	X
fuelectenerg-12594	73	10	22	22	NUM
fuelectenerg-12594	73	11	]	]	PUNCT
fuelectenerg-12594	73	12	,	,	PUNCT
fuelectenerg-12594	73	13	presented	present	VERB
fuelectenerg-12594	73	14	an	an	DET
fuelectenerg-12594	73	15	innovative	innovative	ADJ
fuelectenerg-12594	73	16	approach	approach	NOUN
fuelectenerg-12594	73	17	for	for	ADP
fuelectenerg-12594	73	18	identifying	identify	VERB
fuelectenerg-12594	73	19	seizures	seizure	NOUN
fuelectenerg-12594	73	20	using	use	VERB
fuelectenerg-12594	73	21	linear	linear	ADJ
fuelectenerg-12594	73	22	programming	programming	NOUN
fuelectenerg-12594	73	23	boosting	boosting	NOUN
fuelectenerg-12594	73	24	.	.	PUNCT
fuelectenerg-12594	74	1	their	their	PRON
fuelectenerg-12594	74	2	research	research	NOUN
fuelectenerg-12594	74	3	results	result	NOUN
fuelectenerg-12594	74	4	showed	show	VERB
fuelectenerg-12594	74	5	that	that	SCONJ
fuelectenerg-12594	74	6	this	this	DET
fuelectenerg-12594	74	7	method	method	NOUN
fuelectenerg-12594	74	8	functioned	function	VERB
fuelectenerg-12594	74	9	better	well	ADV
fuelectenerg-12594	74	10	than	than	ADP
fuelectenerg-12594	74	11	earlier	early	ADJ
fuelectenerg-12594	74	12	attempts	attempt	NOUN
fuelectenerg-12594	74	13	.	.	PUNCT
fuelectenerg-12594	75	1	chatterjee	chatterjee	PROPN
fuelectenerg-12594	75	2	et	et	PROPN
fuelectenerg-12594	75	3	al	al	PROPN
fuelectenerg-12594	75	4	.	.	PUNCT
fuelectenerg-12594	76	1	[	[	X
fuelectenerg-12594	76	2	24	24	NUM
fuelectenerg-12594	76	3	]	]	PUNCT
fuelectenerg-12594	76	4	produced	produce	VERB
fuelectenerg-12594	76	5	a	a	DET
fuelectenerg-12594	76	6	method	method	NOUN
fuelectenerg-12594	76	7	to	to	PART
fuelectenerg-12594	76	8	classify	classify	VERB
fuelectenerg-12594	76	9	myocardial	myocardial	ADJ
fuelectenerg-12594	76	10	infarct	infarct	ADJ
fuelectenerg-12594	76	11	data	datum	NOUN
fuelectenerg-12594	76	12	by	by	ADP
fuelectenerg-12594	76	13	integrating	integrate	VERB
fuelectenerg-12594	76	14	support	support	NOUN
fuelectenerg-12594	76	15	vector	vector	NOUN
fuelectenerg-12594	76	16	machines	machine	NOUN
fuelectenerg-12594	76	17	,	,	PUNCT
fuelectenerg-12594	76	18	naive	naive	ADJ
fuelectenerg-12594	76	19	bayes	bayes	NOUN
fuelectenerg-12594	76	20	,	,	PUNCT
fuelectenerg-12594	76	21	and	and	CCONJ
fuelectenerg-12594	76	22	k	k	X
fuelectenerg-12594	76	23	-	-	PUNCT
fuelectenerg-12594	76	24	nearest	near	ADJ
fuelectenerg-12594	76	25	neighbors	neighbor	NOUN
fuelectenerg-12594	76	26	algorithms	algorithm	NOUN
fuelectenerg-12594	76	27	.	.	PUNCT
fuelectenerg-12594	77	1	various	various	ADJ
fuelectenerg-12594	77	2	collective	collective	ADJ
fuelectenerg-12594	77	3	learning	learning	NOUN
fuelectenerg-12594	77	4	models	model	NOUN
fuelectenerg-12594	77	5	like	like	ADP
fuelectenerg-12594	77	6	loggitboost	loggitboost	NOUN
fuelectenerg-12594	77	7	,	,	PUNCT
fuelectenerg-12594	77	8	adaboost	adaboost	ADV
fuelectenerg-12594	77	9	,	,	PUNCT
fuelectenerg-12594	77	10	and	and	CCONJ
fuelectenerg-12594	77	11	bagging	bagging	NOUN
fuelectenerg-12594	77	12	were	be	AUX
fuelectenerg-12594	77	13	used	use	VERB
fuelectenerg-12594	77	14	.	.	PUNCT
fuelectenerg-12594	78	1	however	however	ADV
fuelectenerg-12594	78	2	,	,	PUNCT
fuelectenerg-12594	78	3	the	the	DET
fuelectenerg-12594	78	4	use	use	NOUN
fuelectenerg-12594	78	5	of	of	ADP
fuelectenerg-12594	78	6	ensemble	ensemble	ADJ
fuelectenerg-12594	78	7	-	-	PUNCT
fuelectenerg-12594	78	8	based	base	VERB
fuelectenerg-12594	78	9	categorization	categorization	NOUN
fuelectenerg-12594	78	10	for	for	ADP
fuelectenerg-12594	78	11	identifying	identify	VERB
fuelectenerg-12594	78	12	fatigue	fatigue	NOUN
fuelectenerg-12594	78	13	stages	stage	NOUN
fuelectenerg-12594	78	14	through	through	ADP
fuelectenerg-12594	78	15	eeg	eeg	NOUN
fuelectenerg-12594	78	16	signals	signal	NOUN
fuelectenerg-12594	78	17	is	be	AUX
fuelectenerg-12594	78	18	a	a	DET
fuelectenerg-12594	78	19	relatively	relatively	ADV
fuelectenerg-12594	78	20	recent	recent	ADJ
fuelectenerg-12594	78	21	idea	idea	NOUN
fuelectenerg-12594	78	22	.	.	PUNCT
fuelectenerg-12594	79	1	ensemble	ensemble	ADJ
fuelectenerg-12594	79	2	-	-	PUNCT
fuelectenerg-12594	79	3	based	base	VERB
fuelectenerg-12594	79	4	machine	machine	NOUN
fuelectenerg-12594	79	5	learning	learning	NOUN
fuelectenerg-12594	79	6	models	model	NOUN
fuelectenerg-12594	79	7	for	for	ADP
fuelectenerg-12594	79	8	vehicle	vehicle	NOUN
fuelectenerg-12594	79	9	drivers	driver	NOUN
fuelectenerg-12594	79	10	’	’	PART
fuelectenerg-12594	79	11	fatigue	fatigue	NOUN
fuelectenerg-12594	79	12	state	state	NOUN
fuelectenerg-12594	79	13	detection	detection	NOUN
fuelectenerg-12594	79	14	utilizing	utilize	VERB
fuelectenerg-12594	79	15	eeg	eeg	NOUN
fuelectenerg-12594	79	16	signals	signal	NOUN
fuelectenerg-12594	79	17	675	675	NUM
fuelectenerg-12594	79	18	3	3	NUM
fuelectenerg-12594	79	19	.	.	PUNCT
fuelectenerg-12594	79	20	methodology	methodology	NOUN
fuelectenerg-12594	79	21	this	this	DET
fuelectenerg-12594	79	22	study	study	NOUN
fuelectenerg-12594	79	23	introduces	introduce	VERB
fuelectenerg-12594	79	24	an	an	DET
fuelectenerg-12594	79	25	innovative	innovative	ADJ
fuelectenerg-12594	79	26	automated	automate	VERB
fuelectenerg-12594	79	27	fatigue	fatigue	NOUN
fuelectenerg-12594	79	28	detection	detection	NOUN
fuelectenerg-12594	79	29	technique	technique	NOUN
fuelectenerg-12594	79	30	,	,	PUNCT
fuelectenerg-12594	79	31	highlighting	highlight	VERB
fuelectenerg-12594	79	32	the	the	DET
fuelectenerg-12594	79	33	significance	significance	NOUN
fuelectenerg-12594	79	34	of	of	ADP
fuelectenerg-12594	79	35	roadway	roadway	NOUN
fuelectenerg-12594	79	36	security	security	NOUN
fuelectenerg-12594	79	37	and	and	CCONJ
fuelectenerg-12594	79	38	saving	save	VERB
fuelectenerg-12594	79	39	lives	life	NOUN
fuelectenerg-12594	79	40	of	of	ADP
fuelectenerg-12594	79	41	those	those	PRON
fuelectenerg-12594	79	42	on	on	ADP
fuelectenerg-12594	79	43	the	the	DET
fuelectenerg-12594	79	44	road	road	NOUN
fuelectenerg-12594	79	45	.	.	PUNCT
fuelectenerg-12594	80	1	previous	previous	ADJ
fuelectenerg-12594	80	2	research	research	NOUN
fuelectenerg-12594	80	3	studies	study	NOUN
fuelectenerg-12594	80	4	have	have	AUX
fuelectenerg-12594	80	5	used	use	VERB
fuelectenerg-12594	80	6	different	different	ADJ
fuelectenerg-12594	80	7	approaches	approach	NOUN
fuelectenerg-12594	80	8	to	to	PART
fuelectenerg-12594	80	9	identify	identify	VERB
fuelectenerg-12594	80	10	driver	driver	NOUN
fuelectenerg-12594	80	11	fatigue	fatigue	NOUN
fuelectenerg-12594	80	12	states	state	NOUN
fuelectenerg-12594	80	13	.	.	PUNCT
fuelectenerg-12594	81	1	this	this	DET
fuelectenerg-12594	81	2	study	study	NOUN
fuelectenerg-12594	81	3	compared	compare	VERB
fuelectenerg-12594	81	4	two	two	NUM
fuelectenerg-12594	81	5	ensemble	ensemble	ADJ
fuelectenerg-12594	81	6	-	-	PUNCT
fuelectenerg-12594	81	7	based	base	VERB
fuelectenerg-12594	81	8	classifiers	classifier	NOUN
fuelectenerg-12594	81	9	,	,	PUNCT
fuelectenerg-12594	81	10	ensemble	ensemble	ADJ
fuelectenerg-12594	81	11	-	-	PUNCT
fuelectenerg-12594	81	12	based	base	VERB
fuelectenerg-12594	81	13	rusboosted	rusbooste	VERB
fuelectenerg-12594	81	14	decision	decision	NOUN
fuelectenerg-12594	81	15	trees	tree	NOUN
fuelectenerg-12594	81	16	and	and	CCONJ
fuelectenerg-12594	81	17	ensemblebased	ensemblebase	VERB
fuelectenerg-12594	81	18	random	random	ADJ
fuelectenerg-12594	81	19	subspace	subspace	NOUN
fuelectenerg-12594	81	20	discriminant	discriminant	NOUN
fuelectenerg-12594	81	21	,	,	PUNCT
fuelectenerg-12594	81	22	for	for	ADP
fuelectenerg-12594	81	23	identifying	identify	VERB
fuelectenerg-12594	81	24	fatigue	fatigue	NOUN
fuelectenerg-12594	81	25	conditions	condition	NOUN
fuelectenerg-12594	81	26	.	.	PUNCT
fuelectenerg-12594	82	1	during	during	ADP
fuelectenerg-12594	82	2	the	the	DET
fuelectenerg-12594	82	3	course	course	NOUN
fuelectenerg-12594	82	4	of	of	ADP
fuelectenerg-12594	82	5	our	our	PRON
fuelectenerg-12594	82	6	evaluation	evaluation	NOUN
fuelectenerg-12594	82	7	,	,	PUNCT
fuelectenerg-12594	82	8	we	we	PRON
fuelectenerg-12594	82	9	compared	compare	VERB
fuelectenerg-12594	82	10	the	the	DET
fuelectenerg-12594	82	11	performance	performance	NOUN
fuelectenerg-12594	82	12	of	of	ADP
fuelectenerg-12594	82	13	these	these	DET
fuelectenerg-12594	82	14	models	model	NOUN
fuelectenerg-12594	82	15	to	to	ADP
fuelectenerg-12594	82	16	that	that	PRON
fuelectenerg-12594	82	17	of	of	ADP
fuelectenerg-12594	82	18	other	other	ADJ
fuelectenerg-12594	82	19	works	work	NOUN
fuelectenerg-12594	82	20	that	that	PRON
fuelectenerg-12594	82	21	were	be	AUX
fuelectenerg-12594	82	22	already	already	ADV
fuelectenerg-12594	82	23	in	in	ADP
fuelectenerg-12594	82	24	existence	existence	NOUN
fuelectenerg-12594	82	25	.	.	PUNCT
fuelectenerg-12594	83	1	we	we	PRON
fuelectenerg-12594	83	2	found	find	VERB
fuelectenerg-12594	83	3	that	that	SCONJ
fuelectenerg-12594	83	4	the	the	DET
fuelectenerg-12594	83	5	models	model	NOUN
fuelectenerg-12594	83	6	that	that	PRON
fuelectenerg-12594	83	7	we	we	PRON
fuelectenerg-12594	83	8	suggested	suggest	VERB
fuelectenerg-12594	83	9	achieved	achieve	VERB
fuelectenerg-12594	83	10	a	a	DET
fuelectenerg-12594	83	11	higher	high	ADJ
fuelectenerg-12594	83	12	level	level	NOUN
fuelectenerg-12594	83	13	of	of	ADP
fuelectenerg-12594	83	14	accuracy	accuracy	NOUN
fuelectenerg-12594	83	15	when	when	SCONJ
fuelectenerg-12594	83	16	it	it	PRON
fuelectenerg-12594	83	17	came	come	VERB
fuelectenerg-12594	83	18	to	to	ADP
fuelectenerg-12594	83	19	identifying	identify	VERB
fuelectenerg-12594	83	20	fatigue	fatigue	NOUN
fuelectenerg-12594	83	21	states	state	NOUN
fuelectenerg-12594	83	22	in	in	ADP
fuelectenerg-12594	83	23	drivers	driver	NOUN
fuelectenerg-12594	83	24	.	.	PUNCT
fuelectenerg-12594	84	1	the	the	DET
fuelectenerg-12594	84	2	models	model	NOUN
fuelectenerg-12594	84	3	can	can	AUX
fuelectenerg-12594	84	4	employ	employ	VERB
fuelectenerg-12594	84	5	several	several	ADJ
fuelectenerg-12594	84	6	tactics	tactic	NOUN
fuelectenerg-12594	84	7	to	to	PART
fuelectenerg-12594	84	8	achieve	achieve	VERB
fuelectenerg-12594	84	9	optimum	optimum	ADJ
fuelectenerg-12594	84	10	efficiency	efficiency	NOUN
fuelectenerg-12594	84	11	in	in	ADP
fuelectenerg-12594	84	12	a	a	DET
fuelectenerg-12594	84	13	short	short	ADJ
fuelectenerg-12594	84	14	amount	amount	NOUN
fuelectenerg-12594	84	15	of	of	ADP
fuelectenerg-12594	84	16	time	time	NOUN
fuelectenerg-12594	84	17	with	with	ADP
fuelectenerg-12594	84	18	minimal	minimal	ADJ
fuelectenerg-12594	84	19	complexities	complexity	NOUN
fuelectenerg-12594	84	20	.	.	PUNCT
fuelectenerg-12594	85	1	the	the	DET
fuelectenerg-12594	85	2	study	study	NOUN
fuelectenerg-12594	85	3	procedure	procedure	NOUN
fuelectenerg-12594	85	4	is	be	AUX
fuelectenerg-12594	85	5	illustrated	illustrate	VERB
fuelectenerg-12594	85	6	in	in	ADP
fuelectenerg-12594	85	7	figure	figure	NOUN
fuelectenerg-12594	85	8	2	2	NUM
fuelectenerg-12594	85	9	.	.	PUNCT
fuelectenerg-12594	85	10	fig	fig	NOUN
fuelectenerg-12594	85	11	.	.	PUNCT
fuelectenerg-12594	86	1	2	2	NUM
fuelectenerg-12594	86	2	methodological	methodological	ADJ
fuelectenerg-12594	86	3	representation	representation	NOUN
fuelectenerg-12594	86	4	of	of	ADP
fuelectenerg-12594	86	5	the	the	DET
fuelectenerg-12594	86	6	current	current	ADJ
fuelectenerg-12594	86	7	study	study	NOUN
fuelectenerg-12594	86	8	technical	technical	PROPN
fuelectenerg-12594	86	9	computing	computing	PROPN
fuelectenerg-12594	86	10	and	and	CCONJ
fuelectenerg-12594	86	11	data	datum	NOUN
fuelectenerg-12594	86	12	analysis	analysis	NOUN
fuelectenerg-12594	86	13	in	in	ADP
fuelectenerg-12594	86	14	the	the	DET
fuelectenerg-12594	86	15	study	study	NOUN
fuelectenerg-12594	86	16	were	be	AUX
fuelectenerg-12594	86	17	conducted	conduct	VERB
fuelectenerg-12594	86	18	using	use	VERB
fuelectenerg-12594	86	19	matlab	matlab	PROPN
fuelectenerg-12594	86	20	r2021a	r2021a	PROPN
fuelectenerg-12594	86	21	,	,	PUNCT
fuelectenerg-12594	86	22	which	which	PRON
fuelectenerg-12594	86	23	was	be	AUX
fuelectenerg-12594	86	24	selected	select	VERB
fuelectenerg-12594	86	25	due	due	ADP
fuelectenerg-12594	86	26	to	to	ADP
fuelectenerg-12594	86	27	its	its	PRON
fuelectenerg-12594	86	28	outstanding	outstanding	ADJ
fuelectenerg-12594	86	29	effectiveness	effectiveness	NOUN
fuelectenerg-12594	86	30	and	and	CCONJ
fuelectenerg-12594	86	31	reliability	reliability	NOUN
fuelectenerg-12594	86	32	.	.	PUNCT
fuelectenerg-12594	87	1	the	the	DET
fuelectenerg-12594	87	2	present	present	ADJ
fuelectenerg-12594	87	3	study	study	NOUN
fuelectenerg-12594	87	4	was	be	AUX
fuelectenerg-12594	87	5	conducted	conduct	VERB
fuelectenerg-12594	87	6	utilizing	utilize	VERB
fuelectenerg-12594	87	7	a	a	DET
fuelectenerg-12594	87	8	pc	pc	NOUN
fuelectenerg-12594	87	9	equipped	equip	VERB
fuelectenerg-12594	87	10	with	with	ADP
fuelectenerg-12594	87	11	an	an	DET
fuelectenerg-12594	87	12	intel(r	intel(r	NOUN
fuelectenerg-12594	87	13	)	)	PUNCT
fuelectenerg-12594	87	14	core(tm	core(tm	NOUN
fuelectenerg-12594	87	15	)	)	PUNCT
fuelectenerg-12594	87	16	i7	i7	NOUN
fuelectenerg-12594	87	17	-	-	PUNCT
fuelectenerg-12594	87	18	8650u	8650u	NOUN
fuelectenerg-12594	87	19	processor	processor	NOUN
fuelectenerg-12594	87	20	,	,	PUNCT
fuelectenerg-12594	87	21	16	16	NUM
fuelectenerg-12594	87	22	gb	gb	NOUN
fuelectenerg-12594	87	23	ram	ram	NOUN
fuelectenerg-12594	87	24	,	,	PUNCT
fuelectenerg-12594	87	25	and	and	CCONJ
fuelectenerg-12594	87	26	windows	window	VERB
fuelectenerg-12594	87	27	11	11	NUM
fuelectenerg-12594	87	28	os	os	NOUN
fuelectenerg-12594	87	29	.	.	PROPN
fuelectenerg-12594	88	1	3.1	3.1	NUM
fuelectenerg-12594	88	2	.	.	PUNCT
fuelectenerg-12594	89	1	data	datum	NOUN
fuelectenerg-12594	89	2	description	description	NOUN
fuelectenerg-12594	89	3	we	we	PRON
fuelectenerg-12594	89	4	used	use	VERB
fuelectenerg-12594	89	5	an	an	DET
fuelectenerg-12594	89	6	online	online	ADJ
fuelectenerg-12594	89	7	electroencephalogram	electroencephalogram	NOUN
fuelectenerg-12594	89	8	(	(	PUNCT
fuelectenerg-12594	89	9	eeg	eeg	NOUN
fuelectenerg-12594	89	10	)	)	PUNCT
fuelectenerg-12594	89	11	dataset	dataset	NOUN
fuelectenerg-12594	89	12	with	with	ADP
fuelectenerg-12594	89	13	12	12	NUM
fuelectenerg-12594	89	14	individuals	individual	NOUN
fuelectenerg-12594	89	15	for	for	ADP
fuelectenerg-12594	89	16	our	our	PRON
fuelectenerg-12594	89	17	study	study	NOUN
fuelectenerg-12594	89	18	[	[	X
fuelectenerg-12594	89	19	25	25	NUM
fuelectenerg-12594	89	20	]	]	PUNCT
fuelectenerg-12594	89	21	,	,	PUNCT
fuelectenerg-12594	89	22	which	which	PRON
fuelectenerg-12594	89	23	is	be	AUX
fuelectenerg-12594	89	24	widely	widely	ADV
fuelectenerg-12594	89	25	used	use	VERB
fuelectenerg-12594	89	26	for	for	ADP
fuelectenerg-12594	89	27	fatigue	fatigue	NOUN
fuelectenerg-12594	89	28	state	state	NOUN
fuelectenerg-12594	89	29	detection	detection	NOUN
fuelectenerg-12594	89	30	studies	study	NOUN
fuelectenerg-12594	89	31	.	.	PUNCT
fuelectenerg-12594	90	1	the	the	DET
fuelectenerg-12594	90	2	dataset	dataset	ADJ
fuelectenerg-12594	90	3	description	description	NOUN
fuelectenerg-12594	90	4	is	be	AUX
fuelectenerg-12594	90	5	available	available	ADJ
fuelectenerg-12594	90	6	in	in	ADP
fuelectenerg-12594	90	7	reference	reference	NOUN
fuelectenerg-12594	90	8	[	[	X
fuelectenerg-12594	90	9	26	26	NUM
fuelectenerg-12594	90	10	]	]	PUNCT
fuelectenerg-12594	90	11	.	.	PUNCT
fuelectenerg-12594	91	1	this	this	DET
fuelectenerg-12594	91	2	data	datum	NOUN
fuelectenerg-12594	91	3	set	set	VERB
fuelectenerg-12594	91	4	was	be	AUX
fuelectenerg-12594	91	5	gathered	gather	VERB
fuelectenerg-12594	91	6	in	in	ADP
fuelectenerg-12594	91	7	two	two	NUM
fuelectenerg-12594	91	8	separate	separate	ADJ
fuelectenerg-12594	91	9	stages	stage	NOUN
fuelectenerg-12594	91	10	.	.	PUNCT
fuelectenerg-12594	92	1	initially	initially	ADV
fuelectenerg-12594	92	2	,	,	PUNCT
fuelectenerg-12594	92	3	in	in	ADP
fuelectenerg-12594	92	4	1200	1200	NUM
fuelectenerg-12594	92	5	seconds	second	NOUN
fuelectenerg-12594	92	6	driven	drive	VERB
fuelectenerg-12594	92	7	event	event	NOUN
fuelectenerg-12594	92	8	,	,	PUNCT
fuelectenerg-12594	92	9	the	the	DET
fuelectenerg-12594	92	10	final	final	ADJ
fuelectenerg-12594	92	11	300	300	NUM
fuelectenerg-12594	92	12	seconds	second	NOUN
fuelectenerg-12594	92	13	of	of	ADP
fuelectenerg-12594	92	14	eeg	eeg	NOUN
fuelectenerg-12594	92	15	signals	signal	NOUN
fuelectenerg-12594	92	16	were	be	AUX
fuelectenerg-12594	92	17	collected	collect	VERB
fuelectenerg-12594	92	18	and	and	CCONJ
fuelectenerg-12594	92	19	identified	identify	VERB
fuelectenerg-12594	92	20	as	as	ADP
fuelectenerg-12594	92	21	normal	normal	ADJ
fuelectenerg-12594	92	22	.	.	PUNCT
fuelectenerg-12594	93	1	furthermore	furthermore	ADV
fuelectenerg-12594	93	2	,	,	PUNCT
fuelectenerg-12594	93	3	when	when	SCONJ
fuelectenerg-12594	93	4	participants	participant	NOUN
fuelectenerg-12594	93	5	drove	drive	VERB
fuelectenerg-12594	93	6	continuously	continuously	ADV
fuelectenerg-12594	93	7	for	for	ADP
fuelectenerg-12594	93	8	2400	2400	NUM
fuelectenerg-12594	93	9	to	to	ADP
fuelectenerg-12594	93	10	6000	6000	NUM
fuelectenerg-12594	93	11	seconds	second	NOUN
fuelectenerg-12594	93	12	,	,	PUNCT
fuelectenerg-12594	93	13	a	a	DET
fuelectenerg-12594	93	14	questionnaire	questionnaire	NOUN
fuelectenerg-12594	93	15	was	be	AUX
fuelectenerg-12594	93	16	used	use	VERB
fuelectenerg-12594	93	17	to	to	PART
fuelectenerg-12594	93	18	evaluate	evaluate	VERB
fuelectenerg-12594	93	19	their	their	PRON
fuelectenerg-12594	93	20	level	level	NOUN
fuelectenerg-12594	93	21	of	of	ADP
fuelectenerg-12594	93	22	fatigue	fatigue	NOUN
fuelectenerg-12594	93	23	while	while	SCONJ
fuelectenerg-12594	93	24	driving	drive	VERB
fuelectenerg-12594	93	25	.	.	PUNCT
fuelectenerg-12594	94	1	in	in	ADP
fuelectenerg-12594	94	2	addition	addition	NOUN
fuelectenerg-12594	94	3	,	,	PUNCT
fuelectenerg-12594	94	4	two	two	NUM
fuelectenerg-12594	94	5	measuring	measure	VERB
fuelectenerg-12594	94	6	scales	scale	NOUN
fuelectenerg-12594	94	7	were	be	AUX
fuelectenerg-12594	94	8	also	also	ADV
fuelectenerg-12594	94	9	used	use	VERB
fuelectenerg-12594	94	10	[	[	PUNCT
fuelectenerg-12594	94	11	27	27	NUM
fuelectenerg-12594	94	12	–	–	SYM
fuelectenerg-12594	94	13	28	28	NUM
fuelectenerg-12594	94	14	]	]	PUNCT
fuelectenerg-12594	94	15	.	.	PUNCT
fuelectenerg-12594	95	1	the	the	DET
fuelectenerg-12594	95	2	final	final	ADJ
fuelectenerg-12594	95	3	300	300	NUM
fuelectenerg-12594	95	4	seconds	second	NOUN
fuelectenerg-12594	95	5	of	of	ADP
fuelectenerg-12594	95	6	eeg	eeg	NOUN
fuelectenerg-12594	95	7	waves	wave	NOUN
fuelectenerg-12594	95	8	were	be	AUX
fuelectenerg-12594	95	9	collected	collect	VERB
fuelectenerg-12594	95	10	and	and	CCONJ
fuelectenerg-12594	95	11	recognized	recognize	VERB
fuelectenerg-12594	95	12	as	as	ADP
fuelectenerg-12594	95	13	representing	represent	VERB
fuelectenerg-12594	95	14	levels	level	NOUN
fuelectenerg-12594	95	15	of	of	ADP
fuelectenerg-12594	95	16	weariness	weariness	NOUN
fuelectenerg-12594	95	17	.	.	PUNCT
fuelectenerg-12594	96	1	the	the	DET
fuelectenerg-12594	96	2	data	datum	NOUN
fuelectenerg-12594	96	3	were	be	AUX
fuelectenerg-12594	96	4	fine	fine	ADV
fuelectenerg-12594	96	5	-	-	PUNCT
fuelectenerg-12594	96	6	tuned	tune	VERB
fuelectenerg-12594	96	7	relative	relative	ADJ
fuelectenerg-12594	96	8	to	to	ADP
fuelectenerg-12594	96	9	a1	a1	NOUN
fuelectenerg-12594	96	10	and	and	CCONJ
fuelectenerg-12594	96	11	a2	a2	PROPN
fuelectenerg-12594	96	12	mastoids	mastoid	NOUN
fuelectenerg-12594	96	13	that	that	PRON
fuelectenerg-12594	96	14	were	be	AUX
fuelectenerg-12594	96	15	electrically	electrically	ADV
fuelectenerg-12594	96	16	associated	associate	VERB
fuelectenerg-12594	96	17	.	.	PUNCT
fuelectenerg-12594	97	1	the	the	DET
fuelectenerg-12594	97	2	data	datum	NOUN
fuelectenerg-12594	97	3	was	be	AUX
fuelectenerg-12594	97	4	captured	capture	VERB
fuelectenerg-12594	97	5	at	at	ADP
fuelectenerg-12594	97	6	1000hz	1000hz	ADJ
fuelectenerg-12594	97	7	sampling	sampling	NOUN
fuelectenerg-12594	97	8	rate	rate	NOUN
fuelectenerg-12594	97	9	using	use	VERB
fuelectenerg-12594	97	10	a	a	DET
fuelectenerg-12594	97	11	32	32	NUM
fuelectenerg-12594	97	12	-	-	PUNCT
fuelectenerg-12594	97	13	channels	channel	NOUN
fuelectenerg-12594	97	14	electrode	electrode	NOUN
fuelectenerg-12594	97	15	device	device	NOUN
fuelectenerg-12594	97	16	.	.	PUNCT
fuelectenerg-12594	98	1	the	the	DET
fuelectenerg-12594	98	2	device	device	NOUN
fuelectenerg-12594	98	3	contained	contain	VERB
fuelectenerg-12594	98	4	activate	activate	NOUN
fuelectenerg-12594	98	5	of	of	ADP
fuelectenerg-12594	98	6	30	30	NUM
fuelectenerg-12594	98	7	channels	channel	NOUN
fuelectenerg-12594	98	8	and	and	CCONJ
fuelectenerg-12594	98	9	2	2	NUM
fuelectenerg-12594	98	10	channels	channel	NOUN
fuelectenerg-12594	98	11	as	as	ADP
fuelectenerg-12594	98	12	reference	reference	NOUN
fuelectenerg-12594	98	13	.	.	PUNCT
fuelectenerg-12594	99	1	after	after	SCONJ
fuelectenerg-12594	99	2	the	the	DET
fuelectenerg-12594	99	3	eeg	eeg	NOUN
fuelectenerg-12594	99	4	readings	reading	NOUN
fuelectenerg-12594	99	5	were	be	AUX
fuelectenerg-12594	99	6	gathered	gather	VERB
fuelectenerg-12594	99	7	,	,	PUNCT
fuelectenerg-12594	99	8	neuroscan	neuroscan	ADP
fuelectenerg-12594	99	9	scan4.3	scan4.3	PUNCT
fuelectenerg-12594	99	10	version	version	NOUN
fuelectenerg-12594	99	11	software	software	NOUN
fuelectenerg-12594	99	12	was	be	AUX
fuelectenerg-12594	99	13	employed	employ	VERB
fuelectenerg-12594	99	14	to	to	PART
fuelectenerg-12594	99	15	prepare	prepare	VERB
fuelectenerg-12594	99	16	the	the	DET
fuelectenerg-12594	99	17	data	datum	NOUN
fuelectenerg-12594	99	18	[	[	X
fuelectenerg-12594	99	19	29	29	NUM
fuelectenerg-12594	99	20	]	]	PUNCT
fuelectenerg-12594	99	21	.	.	PUNCT
fuelectenerg-12594	100	1	the	the	DET
fuelectenerg-12594	100	2	raw	raw	ADJ
fuelectenerg-12594	100	3	signals	signal	NOUN
fuelectenerg-12594	100	4	were	be	AUX
fuelectenerg-12594	100	5	filtered	filter	VERB
fuelectenerg-12594	100	6	with	with	ADP
fuelectenerg-12594	100	7	a	a	DET
fuelectenerg-12594	100	8	50hz	50hz	ADJ
fuelectenerg-12594	100	9	notch	notch	NOUN
fuelectenerg-12594	100	10	filter	filter	NOUN
fuelectenerg-12594	100	11	and	and	CCONJ
fuelectenerg-12594	100	12	a	a	DET
fuelectenerg-12594	100	13	0.15hz	0.15hz	NOUN
fuelectenerg-12594	100	14	to	to	ADP
fuelectenerg-12594	100	15	45hz	45hz	ADJ
fuelectenerg-12594	100	16	bandpass	bandpass	NOUN
fuelectenerg-12594	100	17	filter	filter	NOUN
fuelectenerg-12594	100	18	that	that	PRON
fuelectenerg-12594	100	19	worked	work	VERB
fuelectenerg-12594	100	20	to	to	PART
fuelectenerg-12594	100	21	get	get	AUX
fuelectenerg-12594	100	22	rid	rid	VERB
fuelectenerg-12594	100	23	of	of	ADP
fuelectenerg-12594	100	24	noise	noise	NOUN
fuelectenerg-12594	100	25	.	.	PUNCT
fuelectenerg-12594	101	1	after	after	ADP
fuelectenerg-12594	101	2	that	that	PRON
fuelectenerg-12594	101	3	,	,	PUNCT
fuelectenerg-12594	101	4	the	the	DET
fuelectenerg-12594	101	5	electroencephalogram	electroencephalogram	NOUN
fuelectenerg-12594	101	6	(	(	PUNCT
fuelectenerg-12594	101	7	eeg	eeg	NOUN
fuelectenerg-12594	101	8	)	)	PUNCT
fuelectenerg-12594	101	9	data	datum	NOUN
fuelectenerg-12594	101	10	that	that	PRON
fuelectenerg-12594	101	11	was	be	AUX
fuelectenerg-12594	101	12	collected	collect	VERB
fuelectenerg-12594	101	13	from	from	ADP
fuelectenerg-12594	101	14	32	32	NUM
fuelectenerg-12594	101	15	electrodes	electrode	NOUN
fuelectenerg-12594	101	16	for	for	ADP
fuelectenerg-12594	101	17	a	a	DET
fuelectenerg-12594	101	18	period	period	NOUN
fuelectenerg-12594	101	19	of	of	ADP
fuelectenerg-12594	101	20	five	five	NUM
fuelectenerg-12594	101	21	minutes	minute	NOUN
fuelectenerg-12594	101	22	was	be	AUX
fuelectenerg-12594	101	23	divided	divide	VERB
fuelectenerg-12594	101	24	into	into	ADP
fuelectenerg-12594	101	25	epoch	epoch	NOUN
fuelectenerg-12594	101	26	of	of	ADP
fuelectenerg-12594	101	27	each	each	DET
fuelectenerg-12594	101	28	second	second	ADJ
fuelectenerg-12594	101	29	,	,	PUNCT
fuelectenerg-12594	101	30	eventually	eventually	ADV
fuelectenerg-12594	101	31	a	a	DET
fuelectenerg-12594	101	32	total	total	NOUN
fuelectenerg-12594	101	33	of	of	ADP
fuelectenerg-12594	101	34	around	around	ADV
fuelectenerg-12594	101	35	300	300	NUM
fuelectenerg-12594	101	36	676	676	NUM
fuelectenerg-12594	101	37	m.	m.	NOUN
fuelectenerg-12594	101	38	m.	m.	PROPN
fuelectenerg-12594	101	39	hasan	hasan	PROPN
fuelectenerg-12594	101	40	,	,	PUNCT
fuelectenerg-12594	101	41	m.	m.	PROPN
fuelectenerg-12594	101	42	n.	n.	PROPN
fuelectenerg-12594	101	43	islam	islam	PROPN
fuelectenerg-12594	101	44	,	,	PUNCT
fuelectenerg-12594	101	45	s.	s.	PROPN
fuelectenerg-12594	101	46	khandaker	khandaker	PROPN
fuelectenerg-12594	101	47	,	,	PUNCT
fuelectenerg-12594	101	48	n.	n.	PROPN
fuelectenerg-12594	101	49	sulaiman	sulaiman	PROPN
fuelectenerg-12594	101	50	,	,	PUNCT
fuelectenerg-12594	101	51	a.	a.	PROPN
fuelectenerg-12594	101	52	islam	islam	PROPN
fuelectenerg-12594	101	53	,	,	PUNCT
fuelectenerg-12594	101	54	m.	m.	NOUN
fuelectenerg-12594	101	55	m.	m.	PROPN
fuelectenerg-12594	101	56	hossain	hossain	PROPN
fuelectenerg-12594	101	57	epochs	epoch	NOUN
fuelectenerg-12594	101	58	.	.	PUNCT
fuelectenerg-12594	102	1	in	in	ADP
fuelectenerg-12594	102	2	a	a	DET
fuelectenerg-12594	102	3	study	study	NOUN
fuelectenerg-12594	102	4	with	with	ADP
fuelectenerg-12594	102	5	twelve	twelve	NUM
fuelectenerg-12594	102	6	individuals	individual	NOUN
fuelectenerg-12594	102	7	,	,	PUNCT
fuelectenerg-12594	102	8	the	the	DET
fuelectenerg-12594	102	9	normal	normal	ADJ
fuelectenerg-12594	102	10	states	state	NOUN
fuelectenerg-12594	102	11	produced	produce	VERB
fuelectenerg-12594	102	12	3600	3600	NUM
fuelectenerg-12594	102	13	datapoints	datapoint	NOUN
fuelectenerg-12594	102	14	,	,	PUNCT
fuelectenerg-12594	102	15	while	while	SCONJ
fuelectenerg-12594	102	16	exhausted	exhausted	ADJ
fuelectenerg-12594	102	17	states	state	NOUN
fuelectenerg-12594	102	18	produced	produce	VERB
fuelectenerg-12594	102	19	the	the	DET
fuelectenerg-12594	102	20	same	same	ADJ
fuelectenerg-12594	102	21	number	number	NOUN
fuelectenerg-12594	102	22	of	of	ADP
fuelectenerg-12594	102	23	points	point	NOUN
fuelectenerg-12594	102	24	.	.	PUNCT
fuelectenerg-12594	103	1	3.2	3.2	NUM
fuelectenerg-12594	103	2	.	.	PUNCT
fuelectenerg-12594	104	1	fast	fast	ADJ
fuelectenerg-12594	104	2	fourier	fourier	NOUN
fuelectenerg-12594	104	3	transformation	transformation	NOUN
fuelectenerg-12594	104	4	the	the	DET
fuelectenerg-12594	104	5	fast	fast	ADJ
fuelectenerg-12594	104	6	fourier	fourier	NOUN
fuelectenerg-12594	104	7	transform	transform	NOUN
fuelectenerg-12594	104	8	(	(	PUNCT
fuelectenerg-12594	104	9	fft	fft	PROPN
fuelectenerg-12594	104	10	)	)	PUNCT
fuelectenerg-12594	104	11	is	be	AUX
fuelectenerg-12594	104	12	a	a	DET
fuelectenerg-12594	104	13	computationally	computationally	ADV
fuelectenerg-12594	104	14	efficient	efficient	ADJ
fuelectenerg-12594	104	15	algorithm	algorithm	NOUN
fuelectenerg-12594	104	16	used	use	VERB
fuelectenerg-12594	104	17	to	to	PART
fuelectenerg-12594	104	18	compute	compute	VERB
fuelectenerg-12594	104	19	the	the	DET
fuelectenerg-12594	104	20	discrete	discrete	ADJ
fuelectenerg-12594	104	21	fourier	fourier	NOUN
fuelectenerg-12594	104	22	transform	transform	NOUN
fuelectenerg-12594	104	23	(	(	PUNCT
fuelectenerg-12594	104	24	dft	dft	NOUN
fuelectenerg-12594	104	25	)	)	PUNCT
fuelectenerg-12594	104	26	.	.	PUNCT
fuelectenerg-12594	105	1	the	the	DET
fuelectenerg-12594	105	2	algorithm	algorithm	NOUN
fuelectenerg-12594	105	3	decomposes	decompose	VERB
fuelectenerg-12594	105	4	the	the	DET
fuelectenerg-12594	105	5	fourier	fourier	ADJ
fuelectenerg-12594	105	6	transform	transform	NOUN
fuelectenerg-12594	105	7	of	of	ADP
fuelectenerg-12594	105	8	an	an	DET
fuelectenerg-12594	105	9	order	order	NOUN
fuelectenerg-12594	105	10	of	of	ADP
fuelectenerg-12594	105	11	n	n	NOUN
fuelectenerg-12594	105	12	points	point	NOUN
fuelectenerg-12594	105	13	into	into	ADP
fuelectenerg-12594	105	14	smaller	small	ADJ
fuelectenerg-12594	105	15	complications	complication	NOUN
fuelectenerg-12594	105	16	,	,	PUNCT
fuelectenerg-12594	105	17	resulting	result	VERB
fuelectenerg-12594	105	18	in	in	ADP
fuelectenerg-12594	105	19	a	a	DET
fuelectenerg-12594	105	20	decrease	decrease	NOUN
fuelectenerg-12594	105	21	in	in	ADP
fuelectenerg-12594	105	22	computing	compute	VERB
fuelectenerg-12594	105	23	difficulty	difficulty	NOUN
fuelectenerg-12594	105	24	.	.	PUNCT
fuelectenerg-12594	106	1	equation	equation	NOUN
fuelectenerg-12594	106	2	1	1	NUM
fuelectenerg-12594	106	3	demonstrates	demonstrate	VERB
fuelectenerg-12594	106	4	the	the	DET
fuelectenerg-12594	106	5	computation	computation	NOUN
fuelectenerg-12594	106	6	of	of	ADP
fuelectenerg-12594	106	7	the	the	DET
fuelectenerg-12594	106	8	discrete	discrete	ADJ
fuelectenerg-12594	106	9	fourier	fourier	NOUN
fuelectenerg-12594	106	10	transform	transform	NOUN
fuelectenerg-12594	106	11	(	(	PUNCT
fuelectenerg-12594	106	12	dft	dft	NOUN
fuelectenerg-12594	106	13	)	)	PUNCT
fuelectenerg-12594	106	14	,	,	PUNCT
fuelectenerg-12594	106	15	where	where	SCONJ
fuelectenerg-12594	106	16	𝑋𝑘	𝑋𝑘	PROPN
fuelectenerg-12594	106	17	represents	represent	VERB
fuelectenerg-12594	106	18	the	the	DET
fuelectenerg-12594	106	19	fourier	fourier	ADJ
fuelectenerg-12594	106	20	transform	transform	NOUN
fuelectenerg-12594	106	21	of	of	ADP
fuelectenerg-12594	106	22	a	a	DET
fuelectenerg-12594	106	23	given	give	VERB
fuelectenerg-12594	106	24	discrete	discrete	ADJ
fuelectenerg-12594	106	25	sequences	sequence	NOUN
fuelectenerg-12594	106	26	𝑥𝑛	𝑥𝑛	PROPN
fuelectenerg-12594	106	27	with	with	ADP
fuelectenerg-12594	106	28	a	a	DET
fuelectenerg-12594	106	29	length	length	NOUN
fuelectenerg-12594	106	30	of	of	ADP
fuelectenerg-12594	106	31	𝑛.	𝑛.	NOUN
fuelectenerg-12594	106	32	21	21	NUM
fuelectenerg-12594	106	33	0	0	NUM
fuelectenerg-12594	107	1	i	i	PRON
fuelectenerg-12594	107	2	knn	knn	VERB
fuelectenerg-12594	107	3	n	n	CCONJ
fuelectenerg-12594	107	4	k	k	PROPN
fuelectenerg-12594	107	5	n	n	CCONJ
fuelectenerg-12594	107	6	n	n	NOUN
fuelectenerg-12594	107	7	x	x	NOUN
fuelectenerg-12594	107	8	x	x	X
fuelectenerg-12594	107	9	e	e	X
fuelectenerg-12594	107	10	−	−	NOUN
fuelectenerg-12594	107	11	−	−	NOUN
fuelectenerg-12594	108	1	=	=	SYM
fuelectenerg-12594	109	1	=	=	SYM
fuelectenerg-12594	110	1			X
fuelectenerg-12594	110	2	(	(	PUNCT
fuelectenerg-12594	110	3	1	1	NUM
fuelectenerg-12594	110	4	)	)	PUNCT
fuelectenerg-12594	110	5	3.3	3.3	NUM
fuelectenerg-12594	110	6	.	.	PUNCT
fuelectenerg-12594	111	1	ensemble	ensemble	ADJ
fuelectenerg-12594	111	2	-	-	PUNCT
fuelectenerg-12594	111	3	based	base	VERB
fuelectenerg-12594	111	4	classification	classification	NOUN
fuelectenerg-12594	111	5	techniques	technique	NOUN
fuelectenerg-12594	111	6	presently	presently	ADV
fuelectenerg-12594	111	7	,	,	PUNCT
fuelectenerg-12594	111	8	ensemble	ensemble	ADJ
fuelectenerg-12594	111	9	methods	method	NOUN
fuelectenerg-12594	111	10	and	and	CCONJ
fuelectenerg-12594	111	11	hybrid	hybrid	NOUN
fuelectenerg-12594	111	12	systems	system	NOUN
fuelectenerg-12594	111	13	constitute	constitute	VERB
fuelectenerg-12594	111	14	a	a	DET
fuelectenerg-12594	111	15	significant	significant	ADJ
fuelectenerg-12594	111	16	area	area	NOUN
fuelectenerg-12594	111	17	of	of	ADP
fuelectenerg-12594	111	18	investigation	investigation	NOUN
fuelectenerg-12594	111	19	within	within	ADP
fuelectenerg-12594	111	20	the	the	DET
fuelectenerg-12594	111	21	domain	domain	NOUN
fuelectenerg-12594	111	22	of	of	ADP
fuelectenerg-12594	111	23	artificial	artificial	ADJ
fuelectenerg-12594	111	24	intelligence	intelligence	NOUN
fuelectenerg-12594	111	25	.	.	PUNCT
fuelectenerg-12594	112	1	ensemble	ensemble	ADJ
fuelectenerg-12594	112	2	methods	method	NOUN
fuelectenerg-12594	112	3	utilize	utilize	VERB
fuelectenerg-12594	112	4	many	many	ADJ
fuelectenerg-12594	112	5	learning	learn	VERB
fuelectenerg-12594	112	6	algorithms	algorithm	NOUN
fuelectenerg-12594	112	7	to	to	PART
fuelectenerg-12594	112	8	improve	improve	VERB
fuelectenerg-12594	112	9	performance	performance	NOUN
fuelectenerg-12594	112	10	[	[	X
fuelectenerg-12594	112	11	30	30	NUM
fuelectenerg-12594	112	12	]	]	PUNCT
fuelectenerg-12594	112	13	.	.	PUNCT
fuelectenerg-12594	113	1	furthermore	furthermore	ADV
fuelectenerg-12594	113	2	,	,	PUNCT
fuelectenerg-12594	113	3	there	there	PRON
fuelectenerg-12594	113	4	have	have	AUX
fuelectenerg-12594	113	5	been	be	AUX
fuelectenerg-12594	113	6	proposals	proposal	NOUN
fuelectenerg-12594	113	7	to	to	PART
fuelectenerg-12594	113	8	use	use	VERB
fuelectenerg-12594	113	9	model	model	NOUN
fuelectenerg-12594	113	10	trees	tree	NOUN
fuelectenerg-12594	113	11	that	that	PRON
fuelectenerg-12594	113	12	are	be	AUX
fuelectenerg-12594	113	13	regressive	regressive	ADJ
fuelectenerg-12594	113	14	models	model	NOUN
fuelectenerg-12594	113	15	structured	structure	VERB
fuelectenerg-12594	113	16	in	in	ADP
fuelectenerg-12594	113	17	trees	tree	NOUN
fuelectenerg-12594	113	18	format	format	NOUN
fuelectenerg-12594	113	19	.	.	PUNCT
fuelectenerg-12594	114	1	these	these	DET
fuelectenerg-12594	114	2	methods	method	NOUN
fuelectenerg-12594	114	3	link	link	VERB
fuelectenerg-12594	114	4	the	the	DET
fuelectenerg-12594	114	5	leaves	leave	NOUN
fuelectenerg-12594	114	6	with	with	ADP
fuelectenerg-12594	114	7	different	different	ADJ
fuelectenerg-12594	114	8	linear	linear	ADJ
fuelectenerg-12594	114	9	regression	regression	NOUN
fuelectenerg-12594	114	10	functions	function	NOUN
fuelectenerg-12594	114	11	,	,	PUNCT
fuelectenerg-12594	114	12	allowing	allow	VERB
fuelectenerg-12594	114	13	for	for	ADP
fuelectenerg-12594	114	14	the	the	DET
fuelectenerg-12594	114	15	calculation	calculation	NOUN
fuelectenerg-12594	114	16	of	of	ADP
fuelectenerg-12594	114	17	numerical	numerical	ADJ
fuelectenerg-12594	114	18	values	value	NOUN
fuelectenerg-12594	114	19	[	[	X
fuelectenerg-12594	114	20	31	31	NUM
fuelectenerg-12594	114	21	]	]	PUNCT
fuelectenerg-12594	114	22	.	.	PUNCT
fuelectenerg-12594	115	1	ensemble	ensemble	ADJ
fuelectenerg-12594	115	2	-	-	PUNCT
fuelectenerg-12594	115	3	based	base	VERB
fuelectenerg-12594	115	4	classification	classification	NOUN
fuelectenerg-12594	115	5	methods	method	NOUN
fuelectenerg-12594	115	6	make	make	VERB
fuelectenerg-12594	115	7	it	it	PRON
fuelectenerg-12594	115	8	easier	easy	ADJ
fuelectenerg-12594	115	9	to	to	PART
fuelectenerg-12594	115	10	combine	combine	VERB
fuelectenerg-12594	115	11	the	the	DET
fuelectenerg-12594	115	12	forecasting	forecasting	NOUN
fuelectenerg-12594	115	13	power	power	NOUN
fuelectenerg-12594	115	14	of	of	ADP
fuelectenerg-12594	115	15	several	several	ADJ
fuelectenerg-12594	115	16	different	different	ADJ
fuelectenerg-12594	115	17	classifiers	classifier	NOUN
fuelectenerg-12594	115	18	,	,	PUNCT
fuelectenerg-12594	115	19	like	like	ADP
fuelectenerg-12594	115	20	decision	decision	NOUN
fuelectenerg-12594	115	21	tree	tree	NOUN
fuelectenerg-12594	115	22	or	or	CCONJ
fuelectenerg-12594	115	23	ann	ann	PROPN
fuelectenerg-12594	115	24	.	.	PUNCT
fuelectenerg-12594	116	1	because	because	SCONJ
fuelectenerg-12594	116	2	they	they	PRON
fuelectenerg-12594	116	3	are	be	AUX
fuelectenerg-12594	116	4	unstable	unstable	ADJ
fuelectenerg-12594	116	5	and	and	CCONJ
fuelectenerg-12594	116	6	can	can	AUX
fuelectenerg-12594	116	7	be	be	AUX
fuelectenerg-12594	116	8	computed	compute	VERB
fuelectenerg-12594	116	9	quickly	quickly	ADV
fuelectenerg-12594	116	10	,	,	PUNCT
fuelectenerg-12594	116	11	decision	decision	NOUN
fuelectenerg-12594	116	12	trees	tree	NOUN
fuelectenerg-12594	116	13	are	be	AUX
fuelectenerg-12594	116	14	great	great	ADJ
fuelectenerg-12594	116	15	for	for	ADP
fuelectenerg-12594	116	16	groups	group	NOUN
fuelectenerg-12594	116	17	[	[	X
fuelectenerg-12594	116	18	32	32	NUM
fuelectenerg-12594	116	19	]	]	PUNCT
fuelectenerg-12594	116	20	.	.	PUNCT
fuelectenerg-12594	117	1	it	it	PRON
fuelectenerg-12594	117	2	is	be	AUX
fuelectenerg-12594	117	3	because	because	SCONJ
fuelectenerg-12594	117	4	decision	decision	NOUN
fuelectenerg-12594	117	5	trees	tree	NOUN
fuelectenerg-12594	117	6	are	be	AUX
fuelectenerg-12594	117	7	particularly	particularly	ADV
fuelectenerg-12594	117	8	change	change	NOUN
fuelectenerg-12594	117	9	-	-	PUNCT
fuelectenerg-12594	117	10	sensitive	sensitive	ADJ
fuelectenerg-12594	117	11	in	in	ADP
fuelectenerg-12594	117	12	the	the	DET
fuelectenerg-12594	117	13	input	input	NOUN
fuelectenerg-12594	117	14	data	datum	NOUN
fuelectenerg-12594	117	15	that	that	PRON
fuelectenerg-12594	117	16	they	they	PRON
fuelectenerg-12594	117	17	become	become	VERB
fuelectenerg-12594	117	18	unstable	unstable	ADJ
fuelectenerg-12594	117	19	.	.	PUNCT
fuelectenerg-12594	118	1	this	this	PRON
fuelectenerg-12594	118	2	can	can	AUX
fuelectenerg-12594	118	3	cause	cause	VERB
fuelectenerg-12594	118	4	them	they	PRON
fuelectenerg-12594	118	5	to	to	PART
fuelectenerg-12594	118	6	make	make	VERB
fuelectenerg-12594	118	7	completely	completely	ADV
fuelectenerg-12594	118	8	different	different	ADJ
fuelectenerg-12594	118	9	trees	tree	NOUN
fuelectenerg-12594	118	10	.	.	PUNCT
fuelectenerg-12594	119	1	using	use	VERB
fuelectenerg-12594	119	2	these	these	DET
fuelectenerg-12594	119	3	things	thing	NOUN
fuelectenerg-12594	119	4	as	as	SCONJ
fuelectenerg-12594	119	5	a	a	DET
fuelectenerg-12594	119	6	group	group	NOUN
fuelectenerg-12594	119	7	helps	help	VERB
fuelectenerg-12594	119	8	to	to	PART
fuelectenerg-12594	119	9	solve	solve	VERB
fuelectenerg-12594	119	10	this	this	DET
fuelectenerg-12594	119	11	problem	problem	NOUN
fuelectenerg-12594	119	12	.	.	PUNCT
fuelectenerg-12594	120	1	in	in	ADP
fuelectenerg-12594	120	2	ensemble	ensemble	ADJ
fuelectenerg-12594	120	3	learning	learning	NOUN
fuelectenerg-12594	120	4	,	,	PUNCT
fuelectenerg-12594	120	5	many	many	ADJ
fuelectenerg-12594	120	6	classifiers	classifier	NOUN
fuelectenerg-12594	120	7	are	be	AUX
fuelectenerg-12594	120	8	used	use	VERB
fuelectenerg-12594	120	9	.	.	PUNCT
fuelectenerg-12594	121	1	each	each	DET
fuelectenerg-12594	121	2	one	one	NOUN
fuelectenerg-12594	121	3	is	be	AUX
fuelectenerg-12594	121	4	given	give	VERB
fuelectenerg-12594	121	5	a	a	DET
fuelectenerg-12594	121	6	weight	weight	NOUN
fuelectenerg-12594	121	7	,	,	PUNCT
fuelectenerg-12594	121	8	and	and	CCONJ
fuelectenerg-12594	121	9	then	then	ADV
fuelectenerg-12594	121	10	they	they	PRON
fuelectenerg-12594	121	11	are	be	AUX
fuelectenerg-12594	121	12	all	all	ADV
fuelectenerg-12594	121	13	put	put	VERB
fuelectenerg-12594	121	14	together	together	ADV
fuelectenerg-12594	121	15	to	to	PART
fuelectenerg-12594	121	16	make	make	VERB
fuelectenerg-12594	121	17	a	a	DET
fuelectenerg-12594	121	18	classifier	classifier	NOUN
fuelectenerg-12594	121	19	that	that	PRON
fuelectenerg-12594	121	20	is	be	AUX
fuelectenerg-12594	121	21	better	well	ADJ
fuelectenerg-12594	121	22	than	than	ADP
fuelectenerg-12594	121	23	the	the	DET
fuelectenerg-12594	121	24	sum	sum	NOUN
fuelectenerg-12594	121	25	of	of	ADP
fuelectenerg-12594	121	26	its	its	PRON
fuelectenerg-12594	121	27	parts	part	NOUN
fuelectenerg-12594	121	28	.	.	PUNCT
fuelectenerg-12594	122	1	the	the	DET
fuelectenerg-12594	122	2	method	method	NOUN
fuelectenerg-12594	122	3	is	be	AUX
fuelectenerg-12594	122	4	like	like	ADP
fuelectenerg-12594	122	5	the	the	DET
fuelectenerg-12594	122	6	idea	idea	NOUN
fuelectenerg-12594	122	7	of	of	ADP
fuelectenerg-12594	122	8	wisdom	wisdom	NOUN
fuelectenerg-12594	122	9	of	of	ADP
fuelectenerg-12594	122	10	the	the	DET
fuelectenerg-12594	122	11	crowd	crowd	NOUN
fuelectenerg-12594	122	12	[	[	X
fuelectenerg-12594	122	13	33	33	NUM
fuelectenerg-12594	122	14	]	]	PUNCT
fuelectenerg-12594	122	15	because	because	SCONJ
fuelectenerg-12594	122	16	it	it	PRON
fuelectenerg-12594	122	17	takes	take	VERB
fuelectenerg-12594	122	18	into	into	ADP
fuelectenerg-12594	122	19	account	account	NOUN
fuelectenerg-12594	122	20	which	which	PRON
fuelectenerg-12594	122	21	people	people	NOUN
fuelectenerg-12594	122	22	are	be	AUX
fuelectenerg-12594	122	23	more	more	ADV
fuelectenerg-12594	122	24	likely	likely	ADJ
fuelectenerg-12594	122	25	to	to	PART
fuelectenerg-12594	122	26	look	look	VERB
fuelectenerg-12594	122	27	for	for	ADP
fuelectenerg-12594	122	28	or	or	CCONJ
fuelectenerg-12594	122	29	think	think	VERB
fuelectenerg-12594	122	30	about	about	ADP
fuelectenerg-12594	122	31	different	different	ADJ
fuelectenerg-12594	122	32	points	point	NOUN
fuelectenerg-12594	122	33	of	of	ADP
fuelectenerg-12594	122	34	view	view	NOUN
fuelectenerg-12594	122	35	before	before	ADP
fuelectenerg-12594	122	36	making	make	VERB
fuelectenerg-12594	122	37	big	big	ADJ
fuelectenerg-12594	122	38	decisions	decision	NOUN
fuelectenerg-12594	122	39	.	.	PUNCT
fuelectenerg-12594	123	1	three	three	NUM
fuelectenerg-12594	123	2	methods	method	NOUN
fuelectenerg-12594	123	3	are	be	AUX
fuelectenerg-12594	123	4	usually	usually	ADV
fuelectenerg-12594	123	5	used	use	VERB
fuelectenerg-12594	123	6	to	to	PART
fuelectenerg-12594	123	7	make	make	VERB
fuelectenerg-12594	123	8	ensemble	ensemble	ADJ
fuelectenerg-12594	123	9	-	-	PUNCT
fuelectenerg-12594	123	10	based	base	VERB
fuelectenerg-12594	123	11	decision	decision	NOUN
fuelectenerg-12594	123	12	trees	tree	NOUN
fuelectenerg-12594	123	13	:	:	PUNCT
fuelectenerg-12594	123	14	random	random	ADJ
fuelectenerg-12594	123	15	subspace	subspace	NOUN
fuelectenerg-12594	123	16	,	,	PUNCT
fuelectenerg-12594	123	17	boosting	boost	VERB
fuelectenerg-12594	123	18	,	,	PUNCT
fuelectenerg-12594	123	19	and	and	CCONJ
fuelectenerg-12594	123	20	bagging	bagging	NOUN
fuelectenerg-12594	123	21	,	,	PUNCT
fuelectenerg-12594	123	22	as	as	SCONJ
fuelectenerg-12594	123	23	explained	explain	VERB
fuelectenerg-12594	123	24	within	within	ADP
fuelectenerg-12594	123	25	comparative	comparative	ADJ
fuelectenerg-12594	123	26	inspection	inspection	NOUN
fuelectenerg-12594	123	27	in	in	ADP
fuelectenerg-12594	123	28	[	[	X
fuelectenerg-12594	123	29	34	34	NUM
fuelectenerg-12594	123	30	]	]	PUNCT
fuelectenerg-12594	123	31	.	.	PUNCT
fuelectenerg-12594	124	1	a	a	DET
fuelectenerg-12594	124	2	lot	lot	NOUN
fuelectenerg-12594	124	3	of	of	ADP
fuelectenerg-12594	124	4	people	people	NOUN
fuelectenerg-12594	124	5	agree	agree	VERB
fuelectenerg-12594	124	6	that	that	SCONJ
fuelectenerg-12594	124	7	boosting	boost	VERB
fuelectenerg-12594	124	8	is	be	AUX
fuelectenerg-12594	124	9	the	the	DET
fuelectenerg-12594	124	10	best	good	ADJ
fuelectenerg-12594	124	11	way	way	NOUN
fuelectenerg-12594	124	12	to	to	PART
fuelectenerg-12594	124	13	choose	choose	VERB
fuelectenerg-12594	124	14	model	model	NOUN
fuelectenerg-12594	124	15	-	-	PUNCT
fuelectenerg-12594	124	16	guided	guide	VERB
fuelectenerg-12594	124	17	cases	case	NOUN
fuelectenerg-12594	124	18	.	.	PUNCT
fuelectenerg-12594	125	1	boosting	boost	VERB
fuelectenerg-12594	125	2	is	be	AUX
fuelectenerg-12594	125	3	a	a	DET
fuelectenerg-12594	125	4	common	common	ADJ
fuelectenerg-12594	125	5	method	method	NOUN
fuelectenerg-12594	125	6	for	for	ADP
fuelectenerg-12594	125	7	making	make	VERB
fuelectenerg-12594	125	8	a	a	DET
fuelectenerg-12594	125	9	bad	bad	ADJ
fuelectenerg-12594	125	10	learner	learner	NOUN
fuelectenerg-12594	125	11	,	,	PUNCT
fuelectenerg-12594	125	12	like	like	ADP
fuelectenerg-12594	125	13	a	a	DET
fuelectenerg-12594	125	14	decision	decision	NOUN
fuelectenerg-12594	125	15	tree	tree	NOUN
fuelectenerg-12594	125	16	,	,	PUNCT
fuelectenerg-12594	125	17	work	work	VERB
fuelectenerg-12594	125	18	better	well	ADV
fuelectenerg-12594	125	19	by	by	ADP
fuelectenerg-12594	125	20	changing	change	VERB
fuelectenerg-12594	125	21	the	the	DET
fuelectenerg-12594	125	22	weights	weight	NOUN
fuelectenerg-12594	125	23	given	give	VERB
fuelectenerg-12594	125	24	to	to	ADP
fuelectenerg-12594	125	25	training	training	NOUN
fuelectenerg-12594	125	26	cases	case	NOUN
fuelectenerg-12594	125	27	repeatedly	repeatedly	ADV
fuelectenerg-12594	125	28	.	.	PUNCT
fuelectenerg-12594	126	1	the	the	DET
fuelectenerg-12594	126	2	method	method	NOUN
fuelectenerg-12594	126	3	involves	involve	VERB
fuelectenerg-12594	126	4	running	run	VERB
fuelectenerg-12594	126	5	a	a	DET
fuelectenerg-12594	126	6	weak	weak	ADJ
fuelectenerg-12594	126	7	learner	learner	NOUN
fuelectenerg-12594	126	8	on	on	ADP
fuelectenerg-12594	126	9	a	a	DET
fuelectenerg-12594	126	10	lot	lot	NOUN
fuelectenerg-12594	126	11	of	of	ADP
fuelectenerg-12594	126	12	different	different	ADJ
fuelectenerg-12594	126	13	types	type	NOUN
fuelectenerg-12594	126	14	of	of	ADP
fuelectenerg-12594	126	15	scattered	scatter	VERB
fuelectenerg-12594	126	16	datasets	dataset	NOUN
fuelectenerg-12594	126	17	for	for	ADP
fuelectenerg-12594	126	18	training	training	NOUN
fuelectenerg-12594	126	19	.	.	PUNCT
fuelectenerg-12594	127	1	after	after	ADP
fuelectenerg-12594	127	2	that	that	PRON
fuelectenerg-12594	127	3	,	,	PUNCT
fuelectenerg-12594	127	4	one	one	NUM
fuelectenerg-12594	127	5	strong	strong	ADJ
fuelectenerg-12594	127	6	classifying	classify	VERB
fuelectenerg-12594	127	7	framework	framework	NOUN
fuelectenerg-12594	127	8	was	be	AUX
fuelectenerg-12594	127	9	created	create	VERB
fuelectenerg-12594	127	10	to	to	PART
fuelectenerg-12594	127	11	combine	combine	VERB
fuelectenerg-12594	127	12	the	the	DET
fuelectenerg-12594	127	13	classification	classification	NOUN
fuelectenerg-12594	127	14	models	model	NOUN
fuelectenerg-12594	127	15	of	of	ADP
fuelectenerg-12594	127	16	the	the	DET
fuelectenerg-12594	127	17	learners	learner	NOUN
fuelectenerg-12594	127	18	that	that	PRON
fuelectenerg-12594	127	19	were	be	AUX
fuelectenerg-12594	127	20	n't	not	PART
fuelectenerg-12594	127	21	doing	do	VERB
fuelectenerg-12594	127	22	so	so	ADV
fuelectenerg-12594	127	23	well	well	ADV
fuelectenerg-12594	127	24	,	,	PUNCT
fuelectenerg-12594	127	25	making	make	VERB
fuelectenerg-12594	127	26	the	the	DET
fuelectenerg-12594	127	27	system	system	NOUN
fuelectenerg-12594	127	28	more	more	ADV
fuelectenerg-12594	127	29	accurate	accurate	ADJ
fuelectenerg-12594	127	30	than	than	SCONJ
fuelectenerg-12594	127	31	any	any	DET
fuelectenerg-12594	127	32	single	single	ADJ
fuelectenerg-12594	127	33	tree	tree	NOUN
fuelectenerg-12594	127	34	could	could	AUX
fuelectenerg-12594	127	35	be	be	AUX
fuelectenerg-12594	127	36	.	.	PUNCT
fuelectenerg-12594	128	1	the	the	DET
fuelectenerg-12594	128	2	adaboost	adaboost	ADJ
fuelectenerg-12594	128	3	algorithm	algorithm	NOUN
fuelectenerg-12594	128	4	,	,	PUNCT
fuelectenerg-12594	128	5	which	which	PRON
fuelectenerg-12594	128	6	is	be	AUX
fuelectenerg-12594	128	7	also	also	ADV
fuelectenerg-12594	128	8	called	call	VERB
fuelectenerg-12594	128	9	adaptive	adaptive	ADJ
fuelectenerg-12594	128	10	boosting	boosting	NOUN
fuelectenerg-12594	128	11	,	,	PUNCT
fuelectenerg-12594	128	12	was	be	AUX
fuelectenerg-12594	128	13	first	first	ADV
fuelectenerg-12594	128	14	suggested	suggest	VERB
fuelectenerg-12594	128	15	in	in	ADP
fuelectenerg-12594	128	16	[	[	X
fuelectenerg-12594	128	17	35	35	NUM
fuelectenerg-12594	128	18	]	]	PUNCT
fuelectenerg-12594	128	19	.	.	PUNCT
fuelectenerg-12594	129	1	in	in	ADP
fuelectenerg-12594	129	2	order	order	NOUN
fuelectenerg-12594	129	3	to	to	PART
fuelectenerg-12594	129	4	improve	improve	VERB
fuelectenerg-12594	129	5	the	the	DET
fuelectenerg-12594	129	6	efficiency	efficiency	NOUN
fuelectenerg-12594	129	7	of	of	ADP
fuelectenerg-12594	129	8	the	the	DET
fuelectenerg-12594	129	9	basic	basic	ADJ
fuelectenerg-12594	129	10	boosting	boosting	NOUN
fuelectenerg-12594	129	11	method	method	NOUN
fuelectenerg-12594	129	12	,	,	PUNCT
fuelectenerg-12594	129	13	it	it	PRON
fuelectenerg-12594	129	14	is	be	AUX
fuelectenerg-12594	129	15	a	a	DET
fuelectenerg-12594	129	16	popular	popular	ADJ
fuelectenerg-12594	129	17	ensemble	ensemble	ADJ
fuelectenerg-12594	129	18	method	method	NOUN
fuelectenerg-12594	129	19	for	for	ADP
fuelectenerg-12594	129	20	classifying	classify	VERB
fuelectenerg-12594	129	21	binary	binary	ADJ
fuelectenerg-12594	129	22	data	datum	NOUN
fuelectenerg-12594	129	23	.	.	PUNCT
fuelectenerg-12594	130	1	this	this	DET
fuelectenerg-12594	130	2	advancement	advancement	NOUN
fuelectenerg-12594	130	3	can	can	AUX
fuelectenerg-12594	130	4	be	be	AUX
fuelectenerg-12594	130	5	achieved	achieve	VERB
fuelectenerg-12594	130	6	by	by	ADP
fuelectenerg-12594	130	7	a	a	DET
fuelectenerg-12594	130	8	repetition	repetition	NOUN
fuelectenerg-12594	130	9	technique	technique	NOUN
fuelectenerg-12594	130	10	that	that	PRON
fuelectenerg-12594	130	11	emphasizes	emphasize	VERB
fuelectenerg-12594	130	12	identifying	identify	VERB
fuelectenerg-12594	130	13	complex	complex	ADJ
fuelectenerg-12594	130	14	patterns	pattern	NOUN
fuelectenerg-12594	130	15	.	.	PUNCT
fuelectenerg-12594	131	1	ensemble	ensemble	ADJ
fuelectenerg-12594	131	2	-	-	PUNCT
fuelectenerg-12594	131	3	based	base	VERB
fuelectenerg-12594	131	4	machine	machine	NOUN
fuelectenerg-12594	131	5	learning	learning	NOUN
fuelectenerg-12594	131	6	models	model	NOUN
fuelectenerg-12594	131	7	for	for	ADP
fuelectenerg-12594	131	8	vehicle	vehicle	NOUN
fuelectenerg-12594	131	9	drivers	driver	NOUN
fuelectenerg-12594	131	10	’	’	PART
fuelectenerg-12594	131	11	fatigue	fatigue	NOUN
fuelectenerg-12594	131	12	state	state	NOUN
fuelectenerg-12594	131	13	detection	detection	NOUN
fuelectenerg-12594	131	14	utilizing	utilize	VERB
fuelectenerg-12594	131	15	eeg	eeg	NOUN
fuelectenerg-12594	131	16	signals	signal	NOUN
fuelectenerg-12594	131	17	677	677	NUM
fuelectenerg-12594	131	18	3.3.1	3.3.1	NUM
fuelectenerg-12594	131	19	.	.	PUNCT
fuelectenerg-12594	131	20	ensemble	ensemble	ADJ
fuelectenerg-12594	131	21	-	-	PUNCT
fuelectenerg-12594	131	22	based	base	VERB
fuelectenerg-12594	131	23	rusboosted	rusboosted	ADJ
fuelectenerg-12594	131	24	decision	decision	NOUN
fuelectenerg-12594	131	25	tree	tree	NOUN
fuelectenerg-12594	131	26	this	this	DET
fuelectenerg-12594	131	27	method	method	NOUN
fuelectenerg-12594	131	28	tries	try	VERB
fuelectenerg-12594	131	29	to	to	PART
fuelectenerg-12594	131	30	get	get	VERB
fuelectenerg-12594	131	31	more	more	ADV
fuelectenerg-12594	131	32	accurate	accurate	ADJ
fuelectenerg-12594	131	33	by	by	ADP
fuelectenerg-12594	131	34	using	use	VERB
fuelectenerg-12594	131	35	more	more	ADJ
fuelectenerg-12594	131	36	than	than	ADP
fuelectenerg-12594	131	37	one	one	NUM
fuelectenerg-12594	131	38	model	model	NOUN
fuelectenerg-12594	131	39	,	,	PUNCT
fuelectenerg-12594	131	40	which	which	PRON
fuelectenerg-12594	131	41	is	be	AUX
fuelectenerg-12594	131	42	more	more	ADV
fuelectenerg-12594	131	43	accurate	accurate	ADJ
fuelectenerg-12594	131	44	than	than	ADP
fuelectenerg-12594	131	45	any	any	DET
fuelectenerg-12594	131	46	one	one	NUM
fuelectenerg-12594	131	47	model	model	NOUN
fuelectenerg-12594	131	48	alone	alone	ADV
fuelectenerg-12594	131	49	.	.	PUNCT
fuelectenerg-12594	132	1	an	an	DET
fuelectenerg-12594	132	2	ensemble	ensemble	ADJ
fuelectenerg-12594	132	3	inducer	inducer	NOUN
fuelectenerg-12594	132	4	may	may	AUX
fuelectenerg-12594	132	5	include	include	VERB
fuelectenerg-12594	132	6	different	different	ADJ
fuelectenerg-12594	132	7	conventional	conventional	ADJ
fuelectenerg-12594	132	8	classification	classification	NOUN
fuelectenerg-12594	132	9	methods	method	NOUN
fuelectenerg-12594	132	10	,	,	PUNCT
fuelectenerg-12594	132	11	and	and	CCONJ
fuelectenerg-12594	132	12	with	with	ADP
fuelectenerg-12594	132	13	various	various	ADJ
fuelectenerg-12594	132	14	forms	form	NOUN
fuelectenerg-12594	132	15	of	of	ADP
fuelectenerg-12594	132	16	conventional	conventional	ADJ
fuelectenerg-12594	132	17	models	model	NOUN
fuelectenerg-12594	132	18	.	.	PUNCT
fuelectenerg-12594	133	1	the	the	DET
fuelectenerg-12594	133	2	study	study	NOUN
fuelectenerg-12594	133	3	utilized	utilize	VERB
fuelectenerg-12594	133	4	decision	decision	NOUN
fuelectenerg-12594	133	5	trees	tree	NOUN
fuelectenerg-12594	133	6	as	as	ADP
fuelectenerg-12594	133	7	the	the	DET
fuelectenerg-12594	133	8	basic	basic	ADJ
fuelectenerg-12594	133	9	learner	learner	NOUN
fuelectenerg-12594	133	10	and	and	CCONJ
fuelectenerg-12594	133	11	rusboost	rusboost	NOUN
fuelectenerg-12594	133	12	as	as	ADP
fuelectenerg-12594	133	13	the	the	DET
fuelectenerg-12594	133	14	ensemble	ensemble	ADJ
fuelectenerg-12594	133	15	methodology	methodology	NOUN
fuelectenerg-12594	133	16	.	.	PUNCT
fuelectenerg-12594	134	1	the	the	DET
fuelectenerg-12594	134	2	current	current	ADJ
fuelectenerg-12594	134	3	method	method	NOUN
fuelectenerg-12594	134	4	utilizes	utilize	VERB
fuelectenerg-12594	134	5	the	the	DET
fuelectenerg-12594	134	6	rusboosted	rusbooste	VERB
fuelectenerg-12594	134	7	technique	technique	NOUN
fuelectenerg-12594	134	8	along	along	ADP
fuelectenerg-12594	134	9	with	with	ADP
fuelectenerg-12594	134	10	decision	decision	NOUN
fuelectenerg-12594	134	11	trees	tree	NOUN
fuelectenerg-12594	134	12	to	to	PART
fuelectenerg-12594	134	13	create	create	VERB
fuelectenerg-12594	134	14	a	a	DET
fuelectenerg-12594	134	15	system	system	NOUN
fuelectenerg-12594	134	16	called	call	VERB
fuelectenerg-12594	134	17	the	the	DET
fuelectenerg-12594	134	18	ensemble	ensemble	ADV
fuelectenerg-12594	134	19	-	-	PUNCT
fuelectenerg-12594	134	20	based	base	VERB
fuelectenerg-12594	134	21	rusboosted	rusboosted	ADJ
fuelectenerg-12594	134	22	decision	decision	NOUN
fuelectenerg-12594	134	23	trees	tree	NOUN
fuelectenerg-12594	134	24	.	.	PUNCT
fuelectenerg-12594	135	1	the	the	DET
fuelectenerg-12594	135	2	maximum	maximum	ADJ
fuelectenerg-12594	135	3	quantity	quantity	NOUN
fuelectenerg-12594	135	4	of	of	ADP
fuelectenerg-12594	135	5	clusters	cluster	NOUN
fuelectenerg-12594	135	6	allowed	allow	VERB
fuelectenerg-12594	135	7	in	in	ADP
fuelectenerg-12594	135	8	this	this	DET
fuelectenerg-12594	135	9	applied	apply	VERB
fuelectenerg-12594	135	10	system	system	NOUN
fuelectenerg-12594	135	11	is	be	AUX
fuelectenerg-12594	135	12	20	20	NUM
fuelectenerg-12594	135	13	.	.	PUNCT
fuelectenerg-12594	136	1	there	there	PRON
fuelectenerg-12594	136	2	are	be	VERB
fuelectenerg-12594	136	3	30	30	NUM
fuelectenerg-12594	136	4	learners	learner	NOUN
fuelectenerg-12594	136	5	with	with	ADP
fuelectenerg-12594	136	6	a	a	DET
fuelectenerg-12594	136	7	learning	learn	VERB
fuelectenerg-12594	136	8	rate	rate	NOUN
fuelectenerg-12594	136	9	of	of	ADP
fuelectenerg-12594	136	10	0.1	0.1	NUM
fuelectenerg-12594	136	11	.	.	PUNCT
fuelectenerg-12594	137	1	rusboost	rusboost	NOUN
fuelectenerg-12594	137	2	is	be	AUX
fuelectenerg-12594	137	3	a	a	DET
fuelectenerg-12594	137	4	kind	kind	NOUN
fuelectenerg-12594	137	5	of	of	ADP
fuelectenerg-12594	137	6	hybrid	hybrid	ADJ
fuelectenerg-12594	137	7	algorithm	algorithm	NOUN
fuelectenerg-12594	137	8	which	which	PRON
fuelectenerg-12594	137	9	merges	merge	VERB
fuelectenerg-12594	137	10	boosting	boost	VERB
fuelectenerg-12594	137	11	technique	technique	NOUN
fuelectenerg-12594	137	12	and	and	CCONJ
fuelectenerg-12594	137	13	under	under	ADP
fuelectenerg-12594	137	14	sampling	sample	VERB
fuelectenerg-12594	137	15	.	.	PUNCT
fuelectenerg-12594	138	1	following	follow	VERB
fuelectenerg-12594	138	2	the	the	DET
fuelectenerg-12594	138	3	method	method	NOUN
fuelectenerg-12594	138	4	outlined	outline	VERB
fuelectenerg-12594	138	5	in	in	ADP
fuelectenerg-12594	138	6	[	[	X
fuelectenerg-12594	138	7	36	36	NUM
fuelectenerg-12594	138	8	]	]	PUNCT
fuelectenerg-12594	138	9	,	,	PUNCT
fuelectenerg-12594	138	10	n	n	DET
fuelectenerg-12594	138	11	subsets	subset	NOUN
fuelectenerg-12594	138	12	of	of	ADP
fuelectenerg-12594	138	13	the	the	DET
fuelectenerg-12594	138	14	dataset	dataset	NOUN
fuelectenerg-12594	138	15	are	be	AUX
fuelectenerg-12594	138	16	created	create	VERB
fuelectenerg-12594	138	17	,	,	PUNCT
fuelectenerg-12594	138	18	and	and	CCONJ
fuelectenerg-12594	138	19	the	the	DET
fuelectenerg-12594	138	20	preliminary	preliminary	ADJ
fuelectenerg-12594	138	21	weight	weight	NOUN
fuelectenerg-12594	138	22	of	of	ADP
fuelectenerg-12594	138	23	the	the	DET
fuelectenerg-12594	138	24	overall	overall	ADJ
fuelectenerg-12594	138	25	weight	weight	NOUN
fuelectenerg-12594	138	26	is	be	AUX
fuelectenerg-12594	138	27	divided	divide	VERB
fuelectenerg-12594	138	28	by	by	ADP
fuelectenerg-12594	138	29	n	n	NOUN
fuelectenerg-12594	138	30	at	at	ADP
fuelectenerg-12594	138	31	random	random	ADJ
fuelectenerg-12594	138	32	to	to	PART
fuelectenerg-12594	138	33	determine	determine	VERB
fuelectenerg-12594	138	34	every	every	DET
fuelectenerg-12594	138	35	subset	subset	NOUN
fuelectenerg-12594	138	36	.	.	PUNCT
fuelectenerg-12594	139	1	regularization	regularization	NOUN
fuelectenerg-12594	139	2	is	be	AUX
fuelectenerg-12594	139	3	applied	apply	VERB
fuelectenerg-12594	139	4	to	to	PART
fuelectenerg-12594	139	5	update	update	VERB
fuelectenerg-12594	139	6	the	the	DET
fuelectenerg-12594	139	7	weights	weight	NOUN
fuelectenerg-12594	139	8	after	after	ADP
fuelectenerg-12594	139	9	training	train	VERB
fuelectenerg-12594	139	10	the	the	DET
fuelectenerg-12594	139	11	sub	sub	NOUN
fuelectenerg-12594	139	12	-	-	ADJ
fuelectenerg-12594	139	13	dataset	dataset	ADJ
fuelectenerg-12594	139	14	.	.	PUNCT
fuelectenerg-12594	140	1	an	an	DET
fuelectenerg-12594	140	2	iterative	iterative	NOUN
fuelectenerg-12594	140	3	process	process	NOUN
fuelectenerg-12594	140	4	applies	apply	VERB
fuelectenerg-12594	140	5	a	a	DET
fuelectenerg-12594	140	6	classification	classification	NOUN
fuelectenerg-12594	140	7	for	for	ADP
fuelectenerg-12594	140	8	training	training	NOUN
fuelectenerg-12594	140	9	which	which	PRON
fuelectenerg-12594	140	10	meets	meet	VERB
fuelectenerg-12594	140	11	specified	specify	VERB
fuelectenerg-12594	140	12	limitation	limitation	NOUN
fuelectenerg-12594	140	13	on	on	ADP
fuelectenerg-12594	140	14	the	the	DET
fuelectenerg-12594	140	15	subset	subset	NOUN
fuelectenerg-12594	140	16	of	of	ADP
fuelectenerg-12594	140	17	data	data	PROPN
fuelectenerg-12594	140	18	.	.	PUNCT
fuelectenerg-12594	141	1	the	the	DET
fuelectenerg-12594	141	2	optimal	optimal	ADJ
fuelectenerg-12594	141	3	method	method	NOUN
fuelectenerg-12594	141	4	is	be	AUX
fuelectenerg-12594	141	5	eventually	eventually	ADV
fuelectenerg-12594	141	6	chosen	choose	VERB
fuelectenerg-12594	141	7	.	.	PUNCT
fuelectenerg-12594	142	1	fig	fig	NOUN
fuelectenerg-12594	142	2	.	.	PUNCT
fuelectenerg-12594	143	1	3	3	NUM
fuelectenerg-12594	143	2	architecture	architecture	NOUN
fuelectenerg-12594	143	3	of	of	ADP
fuelectenerg-12594	143	4	ensemble	ensemble	ADJ
fuelectenerg-12594	143	5	-	-	PUNCT
fuelectenerg-12594	143	6	based	base	VERB
fuelectenerg-12594	143	7	rusboosted	rusboosted	ADJ
fuelectenerg-12594	143	8	decision	decision	NOUN
fuelectenerg-12594	143	9	tree	tree	NOUN
fuelectenerg-12594	143	10	figure	figure	NOUN
fuelectenerg-12594	143	11	3	3	NUM
fuelectenerg-12594	143	12	illustrates	illustrate	VERB
fuelectenerg-12594	143	13	the	the	DET
fuelectenerg-12594	143	14	entire	entire	ADJ
fuelectenerg-12594	143	15	method	method	NOUN
fuelectenerg-12594	143	16	.	.	PUNCT
fuelectenerg-12594	144	1	within	within	ADP
fuelectenerg-12594	144	2	the	the	DET
fuelectenerg-12594	144	3	decision	decision	NOUN
fuelectenerg-12594	144	4	tree	tree	NOUN
fuelectenerg-12594	144	5	model	model	NOUN
fuelectenerg-12594	144	6	,	,	PUNCT
fuelectenerg-12594	144	7	an	an	DET
fuelectenerg-12594	144	8	initial	initial	ADJ
fuelectenerg-12594	144	9	design	design	NOUN
fuelectenerg-12594	144	10	is	be	AUX
fuelectenerg-12594	144	11	chosen	choose	VERB
fuelectenerg-12594	144	12	as	as	ADP
fuelectenerg-12594	144	13	the	the	DET
fuelectenerg-12594	144	14	testing	testing	NOUN
fuelectenerg-12594	144	15	samples	sample	NOUN
fuelectenerg-12594	144	16	,	,	PUNCT
fuelectenerg-12594	144	17	and	and	CCONJ
fuelectenerg-12594	144	18	considering	consider	VERB
fuelectenerg-12594	144	19	the	the	DET
fuelectenerg-12594	144	20	pertinent	pertinent	ADJ
fuelectenerg-12594	144	21	characteristics	characteristic	NOUN
fuelectenerg-12594	144	22	is	be	AUX
fuelectenerg-12594	144	23	employed	employ	VERB
fuelectenerg-12594	144	24	as	as	ADP
fuelectenerg-12594	144	25	inputs	input	NOUN
fuelectenerg-12594	144	26	.	.	PUNCT
fuelectenerg-12594	145	1	the	the	DET
fuelectenerg-12594	145	2	technique	technique	NOUN
fuelectenerg-12594	145	3	of	of	ADP
fuelectenerg-12594	145	4	ensemble	ensemble	NOUN
fuelectenerg-12594	145	5	-	-	PUNCT
fuelectenerg-12594	145	6	based	base	VERB
fuelectenerg-12594	145	7	rusboosted	rusboosted	ADJ
fuelectenerg-12594	145	8	decision	decision	NOUN
fuelectenerg-12594	145	9	tree	tree	NOUN
fuelectenerg-12594	145	10	comprises	comprise	VERB
fuelectenerg-12594	145	11	routing	route	VERB
fuelectenerg-12594	145	12	every	every	DET
fuelectenerg-12594	145	13	information	information	NOUN
fuelectenerg-12594	145	14	set	set	VERB
fuelectenerg-12594	145	15	into	into	ADP
fuelectenerg-12594	145	16	the	the	DET
fuelectenerg-12594	145	17	designated	designate	VERB
fuelectenerg-12594	145	18	rusboost	rusboost	NOUN
fuelectenerg-12594	145	19	model	model	NOUN
fuelectenerg-12594	145	20	.	.	PUNCT
fuelectenerg-12594	146	1	when	when	SCONJ
fuelectenerg-12594	146	2	rusboost	rusboost	NOUN
fuelectenerg-12594	146	3	technique	technique	NOUN
fuelectenerg-12594	146	4	is	be	AUX
fuelectenerg-12594	146	5	selected	select	VERB
fuelectenerg-12594	146	6	,	,	PUNCT
fuelectenerg-12594	146	7	a	a	DET
fuelectenerg-12594	146	8	brand	brand	NOUN
fuelectenerg-12594	146	9	-	-	PUNCT
fuelectenerg-12594	146	10	new	new	ADJ
fuelectenerg-12594	146	11	ensemble	ensemble	ADJ
fuelectenerg-12594	146	12	-	-	PUNCT
fuelectenerg-12594	146	13	based	base	VERB
fuelectenerg-12594	146	14	decision	decision	NOUN
fuelectenerg-12594	146	15	tree	tree	NOUN
fuelectenerg-12594	146	16	model	model	NOUN
fuelectenerg-12594	146	17	is	be	AUX
fuelectenerg-12594	146	18	generated	generate	VERB
fuelectenerg-12594	146	19	.	.	PUNCT
fuelectenerg-12594	147	1	the	the	DET
fuelectenerg-12594	147	2	trees	tree	NOUN
fuelectenerg-12594	147	3	determined	determine	VERB
fuelectenerg-12594	147	4	by	by	ADP
fuelectenerg-12594	147	5	rusboost	rusboost	NOUN
fuelectenerg-12594	147	6	are	be	AUX
fuelectenerg-12594	147	7	aggregated	aggregate	VERB
fuelectenerg-12594	147	8	,	,	PUNCT
fuelectenerg-12594	147	9	and	and	CCONJ
fuelectenerg-12594	147	10	the	the	DET
fuelectenerg-12594	147	11	class	class	NOUN
fuelectenerg-12594	147	12	membership	membership	NOUN
fuelectenerg-12594	147	13	of	of	ADP
fuelectenerg-12594	147	14	testing	testing	NOUN
fuelectenerg-12594	147	15	samples	sample	NOUN
fuelectenerg-12594	147	16	are	be	AUX
fuelectenerg-12594	147	17	concluded	conclude	VERB
fuelectenerg-12594	147	18	utilizing	utilize	VERB
fuelectenerg-12594	147	19	majority	majority	NOUN
fuelectenerg-12594	147	20	vote	vote	NOUN
fuelectenerg-12594	147	21	.	.	PUNCT
fuelectenerg-12594	148	1	the	the	DET
fuelectenerg-12594	148	2	identical	identical	ADJ
fuelectenerg-12594	148	3	training	training	NOUN
fuelectenerg-12594	148	4	sample	sample	NOUN
fuelectenerg-12594	148	5	is	be	AUX
fuelectenerg-12594	148	6	again	again	ADV
fuelectenerg-12594	148	7	introduced	introduce	VERB
fuelectenerg-12594	148	8	into	into	ADP
fuelectenerg-12594	148	9	this	this	DET
fuelectenerg-12594	148	10	ensemble	ensemble	ADJ
fuelectenerg-12594	148	11	while	while	SCONJ
fuelectenerg-12594	148	12	it	it	PRON
fuelectenerg-12594	148	13	is	be	AUX
fuelectenerg-12594	148	14	limited	limit	VERB
fuelectenerg-12594	148	15	to	to	ADP
fuelectenerg-12594	148	16	many	many	ADJ
fuelectenerg-12594	148	17	chosen	choose	VERB
fuelectenerg-12594	148	18	rusboost	rusboost	NOUN
fuelectenerg-12594	148	19	inside	inside	ADP
fuelectenerg-12594	148	20	the	the	DET
fuelectenerg-12594	148	21	center	center	NOUN
fuelectenerg-12594	148	22	area	area	NOUN
fuelectenerg-12594	148	23	of	of	ADP
fuelectenerg-12594	148	24	adjoining	adjoining	ADJ
fuelectenerg-12594	148	25	decision	decision	NOUN
fuelectenerg-12594	148	26	tree	tree	NOUN
fuelectenerg-12594	148	27	.	.	PUNCT
fuelectenerg-12594	149	1	678	678	NUM
fuelectenerg-12594	149	2	m.	m.	NOUN
fuelectenerg-12594	149	3	m.	m.	PROPN
fuelectenerg-12594	149	4	hasan	hasan	PROPN
fuelectenerg-12594	149	5	,	,	PUNCT
fuelectenerg-12594	149	6	m.	m.	PROPN
fuelectenerg-12594	149	7	n.	n.	PROPN
fuelectenerg-12594	149	8	islam	islam	PROPN
fuelectenerg-12594	149	9	,	,	PUNCT
fuelectenerg-12594	149	10	s.	s.	PROPN
fuelectenerg-12594	149	11	khandaker	khandaker	PROPN
fuelectenerg-12594	149	12	,	,	PUNCT
fuelectenerg-12594	149	13	n.	n.	PROPN
fuelectenerg-12594	149	14	sulaiman	sulaiman	PROPN
fuelectenerg-12594	149	15	,	,	PUNCT
fuelectenerg-12594	149	16	a.	a.	PROPN
fuelectenerg-12594	149	17	islam	islam	PROPN
fuelectenerg-12594	149	18	,	,	PUNCT
fuelectenerg-12594	149	19	m.	m.	NOUN
fuelectenerg-12594	149	20	m.	m.	PROPN
fuelectenerg-12594	149	21	hossain	hossain	PROPN
fuelectenerg-12594	149	22	3.3.2	3.3.2	PROPN
fuelectenerg-12594	149	23	.	.	PUNCT
fuelectenerg-12594	149	24	ensemble	ensemble	ADJ
fuelectenerg-12594	149	25	-	-	PUNCT
fuelectenerg-12594	149	26	based	base	VERB
fuelectenerg-12594	149	27	random	random	ADJ
fuelectenerg-12594	149	28	subspace	subspace	NOUN
fuelectenerg-12594	149	29	discriminant	discriminant	ADJ
fuelectenerg-12594	149	30	analysis	analysis	NOUN
fuelectenerg-12594	149	31	the	the	DET
fuelectenerg-12594	149	32	subspace	subspace	NOUN
fuelectenerg-12594	149	33	methods	method	NOUN
fuelectenerg-12594	149	34	are	be	AUX
fuelectenerg-12594	149	35	crucial	crucial	ADJ
fuelectenerg-12594	149	36	,	,	PUNCT
fuelectenerg-12594	149	37	especially	especially	ADV
fuelectenerg-12594	149	38	in	in	ADP
fuelectenerg-12594	149	39	the	the	DET
fuelectenerg-12594	149	40	linear	linear	ADJ
fuelectenerg-12594	149	41	discriminant	discriminant	NOUN
fuelectenerg-12594	149	42	analysis	analysis	NOUN
fuelectenerg-12594	149	43	(	(	PUNCT
fuelectenerg-12594	149	44	lda	lda	NOUN
fuelectenerg-12594	149	45	)	)	PUNCT
fuelectenerg-12594	149	46	framework	framework	NOUN
fuelectenerg-12594	149	47	,	,	PUNCT
fuelectenerg-12594	149	48	used	use	VERB
fuelectenerg-12594	149	49	to	to	PART
fuelectenerg-12594	149	50	find	find	VERB
fuelectenerg-12594	149	51	a	a	DET
fuelectenerg-12594	149	52	discriminant	discriminant	ADJ
fuelectenerg-12594	149	53	subspace	subspace	NOUN
fuelectenerg-12594	149	54	with	with	ADP
fuelectenerg-12594	149	55	lower	low	ADJ
fuelectenerg-12594	149	56	dimensions	dimension	NOUN
fuelectenerg-12594	149	57	[	[	X
fuelectenerg-12594	149	58	37	37	NUM
fuelectenerg-12594	149	59	–	–	SYM
fuelectenerg-12594	149	60	39	39	NUM
fuelectenerg-12594	149	61	]	]	PUNCT
fuelectenerg-12594	149	62	.	.	PUNCT
fuelectenerg-12594	150	1	several	several	ADJ
fuelectenerg-12594	150	2	studies	study	NOUN
fuelectenerg-12594	150	3	have	have	AUX
fuelectenerg-12594	150	4	investigated	investigate	VERB
fuelectenerg-12594	150	5	how	how	SCONJ
fuelectenerg-12594	150	6	different	different	ADJ
fuelectenerg-12594	150	7	sub	sub	ADJ
fuelectenerg-12594	150	8	-	-	ADJ
fuelectenerg-12594	150	9	spacing	spacing	ADJ
fuelectenerg-12594	150	10	,	,	PUNCT
fuelectenerg-12594	150	11	weighting	weighting	NOUN
fuelectenerg-12594	150	12	,	,	PUNCT
fuelectenerg-12594	150	13	and	and	CCONJ
fuelectenerg-12594	150	14	resampling	resample	VERB
fuelectenerg-12594	150	15	methods	method	NOUN
fuelectenerg-12594	150	16	affect	affect	VERB
fuelectenerg-12594	150	17	the	the	DET
fuelectenerg-12594	150	18	classification	classification	NOUN
fuelectenerg-12594	150	19	performance	performance	NOUN
fuelectenerg-12594	150	20	in	in	ADP
fuelectenerg-12594	150	21	ensemble	ensemble	ADJ
fuelectenerg-12594	150	22	technique	technique	NOUN
fuelectenerg-12594	150	23	[	[	PUNCT
fuelectenerg-12594	150	24	40	40	NUM
fuelectenerg-12594	150	25	–	–	PUNCT
fuelectenerg-12594	150	26	42	42	NUM
fuelectenerg-12594	150	27	]	]	PUNCT
fuelectenerg-12594	150	28	.	.	PUNCT
fuelectenerg-12594	151	1	the	the	DET
fuelectenerg-12594	151	2	random	random	ADJ
fuelectenerg-12594	151	3	subspace	subspace	NOUN
fuelectenerg-12594	151	4	approach	approach	NOUN
fuelectenerg-12594	151	5	to	to	PART
fuelectenerg-12594	151	6	apply	apply	VERB
fuelectenerg-12594	151	7	random	random	ADJ
fuelectenerg-12594	151	8	subspace	subspace	NOUN
fuelectenerg-12594	151	9	features	feature	VERB
fuelectenerg-12594	151	10	configurations	configuration	NOUN
fuelectenerg-12594	151	11	is	be	AUX
fuelectenerg-12594	151	12	utilized	utilize	VERB
fuelectenerg-12594	151	13	in	in	ADP
fuelectenerg-12594	151	14	[	[	X
fuelectenerg-12594	151	15	43	43	NUM
fuelectenerg-12594	151	16	]	]	PUNCT
fuelectenerg-12594	151	17	.	.	PUNCT
fuelectenerg-12594	152	1	each	each	DET
fuelectenerg-12594	152	2	learner	learner	NOUN
fuelectenerg-12594	152	3	was	be	AUX
fuelectenerg-12594	152	4	built	build	VERB
fuelectenerg-12594	152	5	by	by	ADP
fuelectenerg-12594	152	6	randomly	randomly	ADV
fuelectenerg-12594	152	7	sampling	sample	VERB
fuelectenerg-12594	152	8	features	feature	NOUN
fuelectenerg-12594	152	9	to	to	PART
fuelectenerg-12594	152	10	decrease	decrease	VERB
fuelectenerg-12594	152	11	mistake	mistake	NOUN
fuelectenerg-12594	152	12	rates	rate	NOUN
fuelectenerg-12594	152	13	[	[	X
fuelectenerg-12594	152	14	44	44	NUM
fuelectenerg-12594	152	15	]	]	PUNCT
fuelectenerg-12594	152	16	.	.	PUNCT
fuelectenerg-12594	153	1	one	one	NUM
fuelectenerg-12594	153	2	limitation	limitation	NOUN
fuelectenerg-12594	153	3	of	of	ADP
fuelectenerg-12594	153	4	the	the	DET
fuelectenerg-12594	153	5	random	random	ADJ
fuelectenerg-12594	153	6	subspace	subspace	NOUN
fuelectenerg-12594	153	7	technique	technique	NOUN
fuelectenerg-12594	153	8	is	be	AUX
fuelectenerg-12594	153	9	the	the	DET
fuelectenerg-12594	153	10	random	random	ADJ
fuelectenerg-12594	153	11	preference	preference	NOUN
fuelectenerg-12594	153	12	of	of	ADP
fuelectenerg-12594	153	13	qualities	quality	NOUN
fuelectenerg-12594	153	14	within	within	ADP
fuelectenerg-12594	153	15	subspace	subspace	NOUN
fuelectenerg-12594	153	16	,	,	PUNCT
fuelectenerg-12594	153	17	that	that	PRON
fuelectenerg-12594	153	18	may	may	AUX
fuelectenerg-12594	153	19	result	result	VERB
fuelectenerg-12594	153	20	in	in	ADP
fuelectenerg-12594	153	21	insufficient	insufficient	ADJ
fuelectenerg-12594	153	22	discriminating	discriminating	NOUN
fuelectenerg-12594	153	23	ability	ability	NOUN
fuelectenerg-12594	153	24	in	in	ADP
fuelectenerg-12594	153	25	some	some	DET
fuelectenerg-12594	153	26	cases	case	NOUN
fuelectenerg-12594	153	27	.	.	PUNCT
fuelectenerg-12594	154	1	in	in	ADP
fuelectenerg-12594	154	2	this	this	DET
fuelectenerg-12594	154	3	case	case	NOUN
fuelectenerg-12594	154	4	,	,	PUNCT
fuelectenerg-12594	154	5	the	the	DET
fuelectenerg-12594	154	6	overall	overall	ADJ
fuelectenerg-12594	154	7	group	group	NOUN
fuelectenerg-12594	154	8	decision	decision	NOUN
fuelectenerg-12594	154	9	shows	show	VERB
fuelectenerg-12594	154	10	less	less	ADJ
fuelectenerg-12594	154	11	than	than	ADP
fuelectenerg-12594	154	12	optimal	optimal	ADJ
fuelectenerg-12594	154	13	performance	performance	NOUN
fuelectenerg-12594	154	14	.	.	PUNCT
fuelectenerg-12594	155	1	to	to	PART
fuelectenerg-12594	155	2	address	address	VERB
fuelectenerg-12594	155	3	this	this	DET
fuelectenerg-12594	155	4	constraint	constraint	NOUN
fuelectenerg-12594	155	5	of	of	ADP
fuelectenerg-12594	155	6	the	the	DET
fuelectenerg-12594	155	7	random	random	ADJ
fuelectenerg-12594	155	8	subspace	subspace	NOUN
fuelectenerg-12594	155	9	method	method	NOUN
fuelectenerg-12594	155	10	,	,	PUNCT
fuelectenerg-12594	155	11	the	the	DET
fuelectenerg-12594	155	12	majority	majority	NOUN
fuelectenerg-12594	155	13	voting	voting	NOUN
fuelectenerg-12594	155	14	(	(	PUNCT
fuelectenerg-12594	155	15	mv	mv	NOUN
fuelectenerg-12594	155	16	)	)	PUNCT
fuelectenerg-12594	155	17	methodology	methodology	NOUN
fuelectenerg-12594	155	18	is	be	AUX
fuelectenerg-12594	155	19	utilized	utilize	VERB
fuelectenerg-12594	155	20	.	.	PUNCT
fuelectenerg-12594	156	1	typically	typically	ADV
fuelectenerg-12594	156	2	,	,	PUNCT
fuelectenerg-12594	156	3	single	single	ADJ
fuelectenerg-12594	156	4	classifier	classifier	NOUN
fuelectenerg-12594	156	5	method	method	NOUN
fuelectenerg-12594	156	6	in	in	ADP
fuelectenerg-12594	156	7	an	an	DET
fuelectenerg-12594	156	8	ensemble	ensemble	ADJ
fuelectenerg-12594	156	9	uses	use	NOUN
fuelectenerg-12594	156	10	solely	solely	ADV
fuelectenerg-12594	156	11	a	a	DET
fuelectenerg-12594	156	12	small	small	ADJ
fuelectenerg-12594	156	13	attainable	attainable	ADJ
fuelectenerg-12594	156	14	features	feature	NOUN
fuelectenerg-12594	156	15	subset	subset	VERB
fuelectenerg-12594	156	16	in	in	ADP
fuelectenerg-12594	156	17	the	the	DET
fuelectenerg-12594	156	18	features	feature	NOUN
fuelectenerg-12594	156	19	space	space	NOUN
fuelectenerg-12594	156	20	.	.	PUNCT
fuelectenerg-12594	157	1	additionally	additionally	ADV
fuelectenerg-12594	157	2	,	,	PUNCT
fuelectenerg-12594	157	3	it	it	PRON
fuelectenerg-12594	157	4	is	be	AUX
fuelectenerg-12594	157	5	important	important	ADJ
fuelectenerg-12594	157	6	to	to	PART
fuelectenerg-12594	157	7	highlight	highlight	VERB
fuelectenerg-12594	157	8	that	that	SCONJ
fuelectenerg-12594	157	9	every	every	DET
fuelectenerg-12594	157	10	classifier	classifier	NOUN
fuelectenerg-12594	157	11	has	have	VERB
fuelectenerg-12594	157	12	the	the	DET
fuelectenerg-12594	157	13	potential	potential	NOUN
fuelectenerg-12594	157	14	to	to	PART
fuelectenerg-12594	157	15	categorize	categorize	VERB
fuelectenerg-12594	157	16	any	any	DET
fuelectenerg-12594	157	17	newly	newly	ADV
fuelectenerg-12594	157	18	acquired	acquire	VERB
fuelectenerg-12594	157	19	or	or	CCONJ
fuelectenerg-12594	157	20	unfamiliar	unfamiliar	ADJ
fuelectenerg-12594	157	21	example	example	NOUN
fuelectenerg-12594	157	22	.	.	PUNCT
fuelectenerg-12594	158	1	the	the	DET
fuelectenerg-12594	158	2	mv	mv	PROPN
fuelectenerg-12594	158	3	method	method	PROPN
fuelectenerg-12594	158	4	utilizes	utilize	VERB
fuelectenerg-12594	158	5	distinct	distinct	ADJ
fuelectenerg-12594	158	6	classifications	classification	NOUN
fuelectenerg-12594	158	7	for	for	ADP
fuelectenerg-12594	158	8	providing	provide	VERB
fuelectenerg-12594	158	9	particular	particular	ADJ
fuelectenerg-12594	158	10	projections	projection	NOUN
fuelectenerg-12594	158	11	with	with	ADP
fuelectenerg-12594	158	12	relation	relation	NOUN
fuelectenerg-12594	158	13	to	to	ADP
fuelectenerg-12594	158	14	the	the	DET
fuelectenerg-12594	158	15	class	class	NOUN
fuelectenerg-12594	158	16	of	of	ADP
fuelectenerg-12594	158	17	a	a	DET
fuelectenerg-12594	158	18	novel	novel	NOUN
fuelectenerg-12594	158	19	or	or	CCONJ
fuelectenerg-12594	158	20	unusual	unusual	ADJ
fuelectenerg-12594	158	21	situation	situation	NOUN
fuelectenerg-12594	158	22	.	.	PUNCT
fuelectenerg-12594	159	1	the	the	DET
fuelectenerg-12594	159	2	finalized	finalize	VERB
fuelectenerg-12594	159	3	classification	classification	NOUN
fuelectenerg-12594	159	4	of	of	ADP
fuelectenerg-12594	159	5	the	the	DET
fuelectenerg-12594	159	6	instance	instance	NOUN
fuelectenerg-12594	159	7	is	be	AUX
fuelectenerg-12594	159	8	evaluated	evaluate	VERB
fuelectenerg-12594	159	9	through	through	ADP
fuelectenerg-12594	159	10	a	a	DET
fuelectenerg-12594	159	11	majority	majority	NOUN
fuelectenerg-12594	159	12	-	-	PUNCT
fuelectenerg-12594	159	13	vote	vote	NOUN
fuelectenerg-12594	159	14	relying	rely	VERB
fuelectenerg-12594	159	15	on	on	ADP
fuelectenerg-12594	159	16	the	the	DET
fuelectenerg-12594	159	17	prediction	prediction	NOUN
fuelectenerg-12594	159	18	.	.	PUNCT
fuelectenerg-12594	160	1	the	the	DET
fuelectenerg-12594	160	2	creation	creation	NOUN
fuelectenerg-12594	160	3	techniques	technique	NOUN
fuelectenerg-12594	160	4	of	of	ADP
fuelectenerg-12594	160	5	the	the	DET
fuelectenerg-12594	160	6	ensemble	ensemble	ADV
fuelectenerg-12594	160	7	-	-	PUNCT
fuelectenerg-12594	160	8	based	base	VERB
fuelectenerg-12594	160	9	random	random	ADJ
fuelectenerg-12594	160	10	subspace	subspace	NOUN
fuelectenerg-12594	160	11	technique	technique	NOUN
fuelectenerg-12594	160	12	entail	entail	NOUN
fuelectenerg-12594	160	13	utilizing	utilize	VERB
fuelectenerg-12594	160	14	an	an	DET
fuelectenerg-12594	160	15	altered	altered	ADJ
fuelectenerg-12594	160	16	feature	feature	NOUN
fuelectenerg-12594	160	17	space	space	NOUN
fuelectenerg-12594	160	18	to	to	PART
fuelectenerg-12594	160	19	generate	generate	VERB
fuelectenerg-12594	160	20	groups	group	NOUN
fuelectenerg-12594	160	21	of	of	ADP
fuelectenerg-12594	160	22	learners	learner	NOUN
fuelectenerg-12594	160	23	.	.	PUNCT
fuelectenerg-12594	161	1	this	this	PRON
fuelectenerg-12594	161	2	sets	set	VERB
fuelectenerg-12594	161	3	them	they	PRON
fuelectenerg-12594	161	4	apart	apart	ADV
fuelectenerg-12594	161	5	from	from	ADP
fuelectenerg-12594	161	6	the	the	DET
fuelectenerg-12594	161	7	ensemble	ensemble	ADJ
fuelectenerg-12594	161	8	-	-	PUNCT
fuelectenerg-12594	161	9	based	base	VERB
fuelectenerg-12594	161	10	techniques	technique	NOUN
fuelectenerg-12594	161	11	of	of	ADP
fuelectenerg-12594	161	12	bagging	bagging	NOUN
fuelectenerg-12594	161	13	and	and	CCONJ
fuelectenerg-12594	161	14	boosting	boost	VERB
fuelectenerg-12594	161	15	[	[	X
fuelectenerg-12594	161	16	45	45	NUM
fuelectenerg-12594	161	17	]	]	PUNCT
fuelectenerg-12594	161	18	.	.	PUNCT
fuelectenerg-12594	162	1	typically	typically	ADV
fuelectenerg-12594	162	2	,	,	PUNCT
fuelectenerg-12594	162	3	creating	create	VERB
fuelectenerg-12594	162	4	individual	individual	ADJ
fuelectenerg-12594	162	5	classifiers	classifier	NOUN
fuelectenerg-12594	162	6	entails	entail	VERB
fuelectenerg-12594	162	7	using	use	VERB
fuelectenerg-12594	162	8	a	a	DET
fuelectenerg-12594	162	9	certain	certain	ADJ
fuelectenerg-12594	162	10	set	set	NOUN
fuelectenerg-12594	162	11	of	of	ADP
fuelectenerg-12594	162	12	attributes	attribute	NOUN
fuelectenerg-12594	162	13	.	.	PUNCT
fuelectenerg-12594	163	1	the	the	DET
fuelectenerg-12594	163	2	classification	classification	NOUN
fuelectenerg-12594	163	3	models	model	NOUN
fuelectenerg-12594	163	4	'	'	PART
fuelectenerg-12594	163	5	output	output	NOUN
fuelectenerg-12594	163	6	is	be	AUX
fuelectenerg-12594	163	7	combined	combine	VERB
fuelectenerg-12594	163	8	utilizing	utilize	VERB
fuelectenerg-12594	163	9	the	the	DET
fuelectenerg-12594	163	10	mv	mv	PROPN
fuelectenerg-12594	163	11	strategy	strategy	NOUN
fuelectenerg-12594	163	12	in	in	ADP
fuelectenerg-12594	163	13	the	the	DET
fuelectenerg-12594	163	14	proposed	propose	VERB
fuelectenerg-12594	163	15	method	method	NOUN
fuelectenerg-12594	163	16	.	.	PUNCT
fuelectenerg-12594	164	1	sorting	sort	VERB
fuelectenerg-12594	164	2	unlabeled	unlabeled	ADJ
fuelectenerg-12594	164	3	cases	case	NOUN
fuelectenerg-12594	164	4	is	be	AUX
fuelectenerg-12594	164	5	done	do	VERB
fuelectenerg-12594	164	6	using	use	VERB
fuelectenerg-12594	164	7	the	the	DET
fuelectenerg-12594	164	8	mv	mv	PROPN
fuelectenerg-12594	164	9	method	method	NOUN
fuelectenerg-12594	164	10	.	.	PUNCT
fuelectenerg-12594	165	1	this	this	DET
fuelectenerg-12594	165	2	method	method	NOUN
fuelectenerg-12594	165	3	depends	depend	VERB
fuelectenerg-12594	165	4	on	on	ADP
fuelectenerg-12594	165	5	an	an	DET
fuelectenerg-12594	165	6	ensemble	ensemble	NOUN
fuelectenerg-12594	165	7	of	of	ADP
fuelectenerg-12594	165	8	classification	classification	NOUN
fuelectenerg-12594	165	9	model	model	NOUN
fuelectenerg-12594	165	10	to	to	PART
fuelectenerg-12594	165	11	identify	identify	VERB
fuelectenerg-12594	165	12	classes	class	NOUN
fuelectenerg-12594	165	13	that	that	PRON
fuelectenerg-12594	165	14	receive	receive	VERB
fuelectenerg-12594	165	15	most	most	ADJ
fuelectenerg-12594	165	16	votes	vote	NOUN
fuelectenerg-12594	165	17	for	for	ADP
fuelectenerg-12594	165	18	every	every	DET
fuelectenerg-12594	165	19	occurrence	occurrence	NOUN
fuelectenerg-12594	165	20	.	.	PUNCT
fuelectenerg-12594	166	1	equations	equation	NOUN
fuelectenerg-12594	166	2	2	2	NUM
fuelectenerg-12594	166	3	and	and	CCONJ
fuelectenerg-12594	166	4	3	3	NUM
fuelectenerg-12594	166	5	depict	depict	VERB
fuelectenerg-12594	166	6	the	the	DET
fuelectenerg-12594	166	7	mathematical	mathematical	ADJ
fuelectenerg-12594	166	8	description	description	NOUN
fuelectenerg-12594	166	9	of	of	ADP
fuelectenerg-12594	166	10	the	the	DET
fuelectenerg-12594	166	11	mv	mv	PROPN
fuelectenerg-12594	166	12	.	.	PROPN
fuelectenerg-12594	167	1	v	v	AUX
fuelectenerg-12594	167	2	i	i	PRON
fuelectenerg-12594	167	3	(	(	PUNCT
fuelectenerg-12594	167	4	)	)	PUNCT
fuelectenerg-12594	167	5	v	v	PROPN
fuelectenerg-12594	167	6	class(a	class(a	PROPN
fuelectenerg-12594	167	7	)	)	PUNCT
fuelectenerg-12594	167	8	arg	arg	NOUN
fuelectenerg-12594	168	1	max	max	PROPN
fuelectenerg-12594	168	2	h(y	h(y	PROPN
fuelectenerg-12594	168	3	(	(	PUNCT
fuelectenerg-12594	168	4	a),c	a),c	PROPN
fuelectenerg-12594	168	5	)	)	PUNCT
fuelectenerg-12594	168	6	ci	ci	PROPN
fuelectenerg-12594	168	7	dom	dom	NOUN
fuelectenerg-12594	168	8	y	y	PROPN
fuelectenerg-12594	168	9			NOUN
fuelectenerg-12594	168	10			PROPN
fuelectenerg-12594	168	11	=	=	SYM
fuelectenerg-12594	168	12			PROPN
fuelectenerg-12594	168	13			PROPN
fuelectenerg-12594	169	1			PROPN
fuelectenerg-12594	169	2			NOUN
fuelectenerg-12594	169	3			X
fuelectenerg-12594	169	4	(	(	PUNCT
fuelectenerg-12594	169	5	2	2	X
fuelectenerg-12594	169	6	)	)	PUNCT
fuelectenerg-12594	169	7	where	where	SCONJ
fuelectenerg-12594	169	8	h(yv(a	h(yv(a	X
fuelectenerg-12594	169	9	)	)	PUNCT
fuelectenerg-12594	169	10	,	,	PUNCT
fuelectenerg-12594	169	11	ci	ci	NOUN
fuelectenerg-12594	169	12	)	)	PUNCT
fuelectenerg-12594	169	13	denotes	denote	VERB
fuelectenerg-12594	169	14	an	an	DET
fuelectenerg-12594	169	15	indication	indication	NOUN
fuelectenerg-12594	169	16	expression	expression	NOUN
fuelectenerg-12594	169	17	,	,	PUNCT
fuelectenerg-12594	169	18	and	and	CCONJ
fuelectenerg-12594	169	19	yv(a	yv(a	NOUN
fuelectenerg-12594	169	20	)	)	PUNCT
fuelectenerg-12594	169	21	classifies	classify	VERB
fuelectenerg-12594	169	22	the	the	DET
fuelectenerg-12594	169	23	classifier	classifier	NOUN
fuelectenerg-12594	169	24	"	"	PUNCT
fuelectenerg-12594	169	25	v	v	NOUN
fuelectenerg-12594	169	26	,	,	PUNCT
fuelectenerg-12594	169	27	"	"	PUNCT
fuelectenerg-12594	169	28	using	use	VERB
fuelectenerg-12594	169	29	the	the	DET
fuelectenerg-12594	169	30	preceding	precede	VERB
fuelectenerg-12594	169	31	equation	equation	NOUN
fuelectenerg-12594	169	32	of	of	ADP
fuelectenerg-12594	169	33	h	h	NOUN
fuelectenerg-12594	169	34	:	:	PUNCT
fuelectenerg-12594	169	35	v	v	NOUN
fuelectenerg-12594	169	36	i	i	NOUN
fuelectenerg-12594	169	37	1	1	NUM
fuelectenerg-12594	169	38	y	y	NOUN
fuelectenerg-12594	169	39	=	=	NOUN
fuelectenerg-12594	169	40	c	c	NOUN
fuelectenerg-12594	169	41	h(y	h(y	PROPN
fuelectenerg-12594	169	42	(	(	PUNCT
fuelectenerg-12594	169	43	a),c	a),c	PROPN
fuelectenerg-12594	169	44	)	)	PUNCT
fuelectenerg-12594	169	45	0	0	NUM
fuelectenerg-12594	170	1	y	y	NOUN
fuelectenerg-12594	170	2	c	c	NOUN
fuelectenerg-12594	170	3			NOUN
fuelectenerg-12594	170	4	=	=	PUNCT
fuelectenerg-12594	171	1			NUM
fuelectenerg-12594	171	2			ADJ
fuelectenerg-12594	171	3	(	(	PUNCT
fuelectenerg-12594	171	4	3	3	NUM
fuelectenerg-12594	171	5	)	)	PUNCT
fuelectenerg-12594	171	6	3.4	3.4	NUM
fuelectenerg-12594	171	7	.	.	PUNCT
fuelectenerg-12594	171	8	assessment	assessment	NOUN
fuelectenerg-12594	171	9	of	of	ADP
fuelectenerg-12594	171	10	performance	performance	NOUN
fuelectenerg-12594	171	11	several	several	ADJ
fuelectenerg-12594	171	12	indicators	indicator	NOUN
fuelectenerg-12594	171	13	,	,	PUNCT
fuelectenerg-12594	171	14	including	include	VERB
fuelectenerg-12594	171	15	model	model	NOUN
fuelectenerg-12594	171	16	accuracy	accuracy	NOUN
fuelectenerg-12594	171	17	,	,	PUNCT
fuelectenerg-12594	171	18	sensitivity	sensitivity	NOUN
fuelectenerg-12594	171	19	,	,	PUNCT
fuelectenerg-12594	171	20	specificity	specificity	NOUN
fuelectenerg-12594	171	21	,	,	PUNCT
fuelectenerg-12594	171	22	precision	precision	NOUN
fuelectenerg-12594	171	23	,	,	PUNCT
fuelectenerg-12594	171	24	f1score	f1score	NOUN
fuelectenerg-12594	171	25	,	,	PUNCT
fuelectenerg-12594	171	26	recall	recall	NOUN
fuelectenerg-12594	171	27	,	,	PUNCT
fuelectenerg-12594	171	28	and	and	CCONJ
fuelectenerg-12594	171	29	auc	auc	NOUN
fuelectenerg-12594	171	30	,	,	PUNCT
fuelectenerg-12594	171	31	mcc	mcc	PROPN
fuelectenerg-12594	171	32	are	be	AUX
fuelectenerg-12594	171	33	utilized	utilize	VERB
fuelectenerg-12594	171	34	in	in	ADP
fuelectenerg-12594	171	35	order	order	NOUN
fuelectenerg-12594	171	36	to	to	PART
fuelectenerg-12594	171	37	evaluate	evaluate	VERB
fuelectenerg-12594	171	38	the	the	DET
fuelectenerg-12594	171	39	results	result	NOUN
fuelectenerg-12594	171	40	for	for	ADP
fuelectenerg-12594	171	41	both	both	DET
fuelectenerg-12594	171	42	models	model	NOUN
fuelectenerg-12594	171	43	.	.	PUNCT
fuelectenerg-12594	172	1	the	the	DET
fuelectenerg-12594	172	2	stats	stat	NOUN
fuelectenerg-12594	172	3	are	be	AUX
fuelectenerg-12594	172	4	listed	list	VERB
fuelectenerg-12594	172	5	as	as	SCONJ
fuelectenerg-12594	172	6	follows	follow	VERB
fuelectenerg-12594	172	7	:	:	PUNCT
fuelectenerg-12594	172	8	100	100	NUM
fuelectenerg-12594	172	9	%	%	NOUN
fuelectenerg-12594	172	10	tp	tp	PART
fuelectenerg-12594	172	11	tn	tn	PROPN
fuelectenerg-12594	172	12	accuracy	accuracy	NOUN
fuelectenerg-12594	172	13	tp	tp	X
fuelectenerg-12594	172	14	fn	fn	PROPN
fuelectenerg-12594	172	15	tn	tn	PROPN
fuelectenerg-12594	172	16	fp	fp	PROPN
fuelectenerg-12594	173	1	+	+	CCONJ
fuelectenerg-12594	173	2	=	=	SYM
fuelectenerg-12594	173	3			NOUN
fuelectenerg-12594	173	4	+	+	NOUN
fuelectenerg-12594	173	5	+	+	CCONJ
fuelectenerg-12594	173	6	+	+	CCONJ
fuelectenerg-12594	173	7	(	(	PUNCT
fuelectenerg-12594	173	8	4	4	NUM
fuelectenerg-12594	173	9	)	)	PUNCT
fuelectenerg-12594	173	10	100	100	NUM
fuelectenerg-12594	173	11	%	%	NOUN
fuelectenerg-12594	173	12	tp	tp	NOUN
fuelectenerg-12594	173	13	sensitivity	sensitivity	NOUN
fuelectenerg-12594	173	14	tp	tp	X
fuelectenerg-12594	173	15	fn	fn	NOUN
fuelectenerg-12594	174	1	=	=	PUNCT
fuelectenerg-12594	174	2			PROPN
fuelectenerg-12594	174	3	+	+	CCONJ
fuelectenerg-12594	174	4	(	(	PUNCT
fuelectenerg-12594	174	5	5	5	NUM
fuelectenerg-12594	174	6	)	)	PUNCT
fuelectenerg-12594	174	7	ensemble	ensemble	ADJ
fuelectenerg-12594	174	8	-	-	PUNCT
fuelectenerg-12594	174	9	based	base	VERB
fuelectenerg-12594	174	10	machine	machine	NOUN
fuelectenerg-12594	174	11	learning	learning	NOUN
fuelectenerg-12594	174	12	models	model	NOUN
fuelectenerg-12594	174	13	for	for	ADP
fuelectenerg-12594	174	14	vehicle	vehicle	NOUN
fuelectenerg-12594	174	15	drivers	driver	NOUN
fuelectenerg-12594	174	16	’	’	PART
fuelectenerg-12594	174	17	fatigue	fatigue	NOUN
fuelectenerg-12594	174	18	state	state	NOUN
fuelectenerg-12594	174	19	detection	detection	NOUN
fuelectenerg-12594	174	20	utilizing	utilize	VERB
fuelectenerg-12594	174	21	eeg	eeg	NOUN
fuelectenerg-12594	174	22	signals	signal	NOUN
fuelectenerg-12594	174	23	679	679	NUM
fuelectenerg-12594	174	24	100	100	NUM
fuelectenerg-12594	174	25	%	%	NOUN
fuelectenerg-12594	174	26	tn	tn	NOUN
fuelectenerg-12594	174	27	specificity	specificity	NOUN
fuelectenerg-12594	174	28	tn	tn	PROPN
fuelectenerg-12594	174	29	fp	fp	PROPN
fuelectenerg-12594	174	30	=	=	PUNCT
fuelectenerg-12594	174	31			PROPN
fuelectenerg-12594	175	1	+	+	CCONJ
fuelectenerg-12594	175	2	(	(	PUNCT
fuelectenerg-12594	175	3	6	6	NUM
fuelectenerg-12594	175	4	)	)	SYM
fuelectenerg-12594	175	5	100	100	NUM
fuelectenerg-12594	175	6	%	%	NOUN
fuelectenerg-12594	175	7	tp	tp	PART
fuelectenerg-12594	175	8	precision	precision	NOUN
fuelectenerg-12594	175	9	tp	tp	ADP
fuelectenerg-12594	175	10	fp	fp	PROPN
fuelectenerg-12594	175	11	=	=	PUNCT
fuelectenerg-12594	175	12			PROPN
fuelectenerg-12594	176	1	+	+	CCONJ
fuelectenerg-12594	176	2	(	(	PUNCT
fuelectenerg-12594	176	3	7	7	NUM
fuelectenerg-12594	176	4	)	)	PUNCT
fuelectenerg-12594	176	5	by	by	ADP
fuelectenerg-12594	176	6	providing	provide	VERB
fuelectenerg-12594	176	7	a	a	DET
fuelectenerg-12594	176	8	comprehensible	comprehensible	ADJ
fuelectenerg-12594	176	9	measurement	measurement	NOUN
fuelectenerg-12594	176	10	of	of	ADP
fuelectenerg-12594	176	11	the	the	DET
fuelectenerg-12594	176	12	classification	classification	NOUN
fuelectenerg-12594	176	13	model	model	NOUN
fuelectenerg-12594	176	14	’s	’s	PART
fuelectenerg-12594	176	15	capacity	capacity	NOUN
fuelectenerg-12594	176	16	to	to	PART
fuelectenerg-12594	176	17	significantly	significantly	ADV
fuelectenerg-12594	176	18	categorize	categorize	VERB
fuelectenerg-12594	176	19	the	the	DET
fuelectenerg-12594	176	20	whole	whole	ADJ
fuelectenerg-12594	176	21	samples	sample	NOUN
fuelectenerg-12594	177	1	,	,	PUNCT
fuelectenerg-12594	177	2	the	the	DET
fuelectenerg-12594	177	3	precision	precision	NOUN
fuelectenerg-12594	177	4	metric	metric	NOUN
fuelectenerg-12594	177	5	ensures	ensure	VERB
fuelectenerg-12594	177	6	that	that	SCONJ
fuelectenerg-12594	177	7	positive	positive	ADJ
fuelectenerg-12594	177	8	examples	example	NOUN
fuelectenerg-12594	177	9	are	be	AUX
fuelectenerg-12594	177	10	correctly	correctly	ADV
fuelectenerg-12594	177	11	identified	identify	VERB
fuelectenerg-12594	177	12	as	as	ADP
fuelectenerg-12594	177	13	positives	positive	NOUN
fuelectenerg-12594	177	14	and	and	CCONJ
fuelectenerg-12594	177	15	negative	negative	ADJ
fuelectenerg-12594	177	16	instances	instance	NOUN
fuelectenerg-12594	177	17	are	be	AUX
fuelectenerg-12594	177	18	correctly	correctly	ADV
fuelectenerg-12594	177	19	identified	identify	VERB
fuelectenerg-12594	177	20	as	as	ADP
fuelectenerg-12594	177	21	negatives	negative	NOUN
fuelectenerg-12594	177	22	.	.	PUNCT
fuelectenerg-12594	178	1	tp	tp	PART
fuelectenerg-12594	178	2	recall	recall	VERB
fuelectenerg-12594	178	3	tp	tp	ADP
fuelectenerg-12594	178	4	fn	fn	NOUN
fuelectenerg-12594	178	5	=	=	PUNCT
fuelectenerg-12594	179	1	+	+	CCONJ
fuelectenerg-12594	179	2	(	(	PUNCT
fuelectenerg-12594	179	3	8)	8)	NUM
fuelectenerg-12594	179	4	one	one	NUM
fuelectenerg-12594	179	5	way	way	NOUN
fuelectenerg-12594	179	6	to	to	PART
fuelectenerg-12594	179	7	evaluate	evaluate	VERB
fuelectenerg-12594	179	8	the	the	DET
fuelectenerg-12594	179	9	importance	importance	NOUN
fuelectenerg-12594	179	10	of	of	ADP
fuelectenerg-12594	179	11	recall	recall	NOUN
fuelectenerg-12594	179	12	is	be	AUX
fuelectenerg-12594	179	13	to	to	PART
fuelectenerg-12594	179	14	consider	consider	VERB
fuelectenerg-12594	179	15	the	the	DET
fuelectenerg-12594	179	16	proportion	proportion	NOUN
fuelectenerg-12594	179	17	of	of	ADP
fuelectenerg-12594	179	18	positive	positive	ADJ
fuelectenerg-12594	179	19	samples	sample	NOUN
fuelectenerg-12594	179	20	that	that	PRON
fuelectenerg-12594	179	21	are	be	AUX
fuelectenerg-12594	179	22	properly	properly	ADV
fuelectenerg-12594	179	23	identified	identify	VERB
fuelectenerg-12594	179	24	.	.	PUNCT
fuelectenerg-12594	180	1	2	2	NUM
fuelectenerg-12594	180	2	1	1	NUM
fuelectenerg-12594	180	3	precision	precision	NOUN
fuelectenerg-12594	180	4	recall	recall	NOUN
fuelectenerg-12594	180	5	f	f	PROPN
fuelectenerg-12594	180	6	score	score	NOUN
fuelectenerg-12594	180	7	=	=	PUNCT
fuelectenerg-12594	180	8	precision	precision	NOUN
fuelectenerg-12594	180	9	recall	recall	NOUN
fuelectenerg-12594	180	10			PROPN
fuelectenerg-12594	180	11			PROPN
fuelectenerg-12594	180	12	−	−	PROPN
fuelectenerg-12594	181	1	+	+	CCONJ
fuelectenerg-12594	181	2	(	(	PUNCT
fuelectenerg-12594	181	3	9	9	X
fuelectenerg-12594	181	4	)	)	PUNCT
fuelectenerg-12594	181	5	the	the	DET
fuelectenerg-12594	181	6	f1	f1	NOUN
fuelectenerg-12594	181	7	-	-	PUNCT
fuelectenerg-12594	181	8	score	score	NOUN
fuelectenerg-12594	181	9	is	be	AUX
fuelectenerg-12594	181	10	an	an	DET
fuelectenerg-12594	181	11	indicator	indicator	NOUN
fuelectenerg-12594	181	12	which	which	PRON
fuelectenerg-12594	181	13	integrates	integrate	VERB
fuelectenerg-12594	181	14	precision	precision	NOUN
fuelectenerg-12594	181	15	and	and	CCONJ
fuelectenerg-12594	181	16	recall	recall	VERB
fuelectenerg-12594	181	17	into	into	ADP
fuelectenerg-12594	181	18	one	one	NUM
fuelectenerg-12594	181	19	value	value	NOUN
fuelectenerg-12594	181	20	,	,	PUNCT
fuelectenerg-12594	181	21	with	with	ADP
fuelectenerg-12594	181	22	a	a	DET
fuelectenerg-12594	181	23	perfect	perfect	ADJ
fuelectenerg-12594	181	24	score	score	NOUN
fuelectenerg-12594	181	25	being	be	AUX
fuelectenerg-12594	181	26	one	one	NUM
fuelectenerg-12594	181	27	and	and	CCONJ
fuelectenerg-12594	181	28	the	the	DET
fuelectenerg-12594	181	29	worst	bad	ADJ
fuelectenerg-12594	181	30	score	score	NOUN
fuelectenerg-12594	181	31	being	be	AUX
fuelectenerg-12594	181	32	0	0	NUM
fuelectenerg-12594	181	33	.	.	PUNCT
fuelectenerg-12594	182	1	the	the	DET
fuelectenerg-12594	182	2	mcc	mcc	PROPN
fuelectenerg-12594	182	3	being	be	AUX
fuelectenerg-12594	182	4	a	a	DET
fuelectenerg-12594	182	5	statistic	statistic	NOUN
fuelectenerg-12594	182	6	is	be	AUX
fuelectenerg-12594	182	7	frequently	frequently	ADV
fuelectenerg-12594	182	8	used	use	VERB
fuelectenerg-12594	182	9	in	in	ADP
fuelectenerg-12594	182	10	machine	machine	NOUN
fuelectenerg-12594	182	11	-	-	PUNCT
fuelectenerg-12594	182	12	learning	learning	NOUN
fuelectenerg-12594	182	13	to	to	PART
fuelectenerg-12594	182	14	assess	assess	VERB
fuelectenerg-12594	182	15	effectiveness	effectiveness	NOUN
fuelectenerg-12594	182	16	of	of	ADP
fuelectenerg-12594	182	17	binary	binary	ADJ
fuelectenerg-12594	182	18	categorization	categorization	NOUN
fuelectenerg-12594	182	19	activities	activity	NOUN
fuelectenerg-12594	182	20	[	[	X
fuelectenerg-12594	182	21	46	46	NUM
fuelectenerg-12594	182	22	]	]	PUNCT
fuelectenerg-12594	182	23	.	.	PUNCT
fuelectenerg-12594	183	1	the	the	DET
fuelectenerg-12594	183	2	mcc	mcc	PROPN
fuelectenerg-12594	183	3	is	be	AUX
fuelectenerg-12594	183	4	a	a	DET
fuelectenerg-12594	183	5	quantitative	quantitative	ADJ
fuelectenerg-12594	183	6	measure	measure	NOUN
fuelectenerg-12594	183	7	which	which	PRON
fuelectenerg-12594	183	8	quantifies	quantify	VERB
fuelectenerg-12594	183	9	the	the	DET
fuelectenerg-12594	183	10	strength	strength	NOUN
fuelectenerg-12594	183	11	and	and	CCONJ
fuelectenerg-12594	183	12	directions	direction	NOUN
fuelectenerg-12594	183	13	of	of	ADP
fuelectenerg-12594	183	14	the	the	DET
fuelectenerg-12594	183	15	relationship	relationship	NOUN
fuelectenerg-12594	183	16	between	between	ADP
fuelectenerg-12594	183	17	two	two	NUM
fuelectenerg-12594	183	18	variables	variable	NOUN
fuelectenerg-12594	183	19	.	.	PUNCT
fuelectenerg-12594	184	1	it	it	PRON
fuelectenerg-12594	184	2	runs	run	VERB
fuelectenerg-12594	184	3	from	from	ADP
fuelectenerg-12594	184	4	-1	-1	PART
fuelectenerg-12594	184	5	to	to	ADP
fuelectenerg-12594	184	6	+1	+1	PROPN
fuelectenerg-12594	184	7	,	,	PUNCT
fuelectenerg-12594	184	8	indicating	indicate	VERB
fuelectenerg-12594	184	9	the	the	DET
fuelectenerg-12594	184	10	degree	degree	NOUN
fuelectenerg-12594	184	11	of	of	ADP
fuelectenerg-12594	184	12	correlation	correlation	NOUN
fuelectenerg-12594	184	13	within	within	ADP
fuelectenerg-12594	184	14	the	the	DET
fuelectenerg-12594	184	15	elements	element	NOUN
fuelectenerg-12594	184	16	[	[	X
fuelectenerg-12594	184	17	47	47	NUM
fuelectenerg-12594	184	18	]	]	PUNCT
fuelectenerg-12594	184	19	.	.	PUNCT
fuelectenerg-12594	185	1	(	(	PUNCT
fuelectenerg-12594	185	2	)	)	PUNCT
fuelectenerg-12594	185	3	(	(	PUNCT
fuelectenerg-12594	185	4	)	)	PUNCT
fuelectenerg-12594	185	5	(	(	PUNCT
fuelectenerg-12594	185	6	)	)	PUNCT
fuelectenerg-12594	185	7	(	(	PUNCT
fuelectenerg-12594	185	8	)	)	PUNCT
fuelectenerg-12594	185	9	tp	tp	ADP
fuelectenerg-12594	185	10	tn	tn	PROPN
fuelectenerg-12594	185	11	fp	fp	PROPN
fuelectenerg-12594	185	12	fn	fn	PROPN
fuelectenerg-12594	185	13	mcc	mcc	PROPN
fuelectenerg-12594	185	14	tp	tp	PROPN
fuelectenerg-12594	185	15	fp	fp	PROPN
fuelectenerg-12594	185	16	tp	tp	ADP
fuelectenerg-12594	185	17	fn	fn	PROPN
fuelectenerg-12594	185	18	tn	tn	PROPN
fuelectenerg-12594	185	19	fp	fp	PROPN
fuelectenerg-12594	185	20	tn	tn	PROPN
fuelectenerg-12594	185	21	fn	fn	PROPN
fuelectenerg-12594	185	22			PROPN
fuelectenerg-12594	185	23	−	−	PROPN
fuelectenerg-12594	185	24			NOUN
fuelectenerg-12594	185	25	=	=	PROPN
fuelectenerg-12594	186	1	+	+	PROPN
fuelectenerg-12594	187	1	+	+	PUNCT
fuelectenerg-12594	187	2	+	+	PUNCT
fuelectenerg-12594	187	3	+	+	CCONJ
fuelectenerg-12594	187	4	(	(	PUNCT
fuelectenerg-12594	187	5	10	10	NUM
fuelectenerg-12594	187	6	)	)	PUNCT
fuelectenerg-12594	187	7	where	where	SCONJ
fuelectenerg-12594	187	8	"	"	PUNCT
fuelectenerg-12594	187	9	tp	tp	PART
fuelectenerg-12594	187	10	"	"	PUNCT
fuelectenerg-12594	187	11	,	,	PUNCT
fuelectenerg-12594	187	12	"	"	PUNCT
fuelectenerg-12594	187	13	tn	tn	NOUN
fuelectenerg-12594	187	14	"	"	PUNCT
fuelectenerg-12594	187	15	,	,	PUNCT
fuelectenerg-12594	187	16	"	"	PUNCT
fuelectenerg-12594	187	17	fp	fp	INTJ
fuelectenerg-12594	187	18	"	"	PUNCT
fuelectenerg-12594	187	19	,	,	PUNCT
fuelectenerg-12594	187	20	and	and	CCONJ
fuelectenerg-12594	187	21	"	"	PUNCT
fuelectenerg-12594	187	22	fn	fn	NOUN
fuelectenerg-12594	187	23	"	"	PUNCT
fuelectenerg-12594	187	24	express	express	VERB
fuelectenerg-12594	187	25	the	the	DET
fuelectenerg-12594	187	26	abbreviations	abbreviation	NOUN
fuelectenerg-12594	187	27	for	for	ADP
fuelectenerg-12594	187	28	true	true	ADJ
fuelectenerg-12594	187	29	positive	positive	ADJ
fuelectenerg-12594	187	30	,	,	PUNCT
fuelectenerg-12594	187	31	true	true	ADJ
fuelectenerg-12594	187	32	negative	negative	ADJ
fuelectenerg-12594	187	33	,	,	PUNCT
fuelectenerg-12594	187	34	false	false	ADJ
fuelectenerg-12594	187	35	positive	positive	ADJ
fuelectenerg-12594	187	36	,	,	PUNCT
fuelectenerg-12594	187	37	and	and	CCONJ
fuelectenerg-12594	187	38	false	false	ADJ
fuelectenerg-12594	187	39	negative	negative	ADJ
fuelectenerg-12594	187	40	,	,	PUNCT
fuelectenerg-12594	187	41	correspondingly	correspondingly	ADV
fuelectenerg-12594	187	42	.	.	PUNCT
fuelectenerg-12594	188	1	a	a	DET
fuelectenerg-12594	188	2	statistical	statistical	ADJ
fuelectenerg-12594	188	3	measure	measure	NOUN
fuelectenerg-12594	188	4	called	call	VERB
fuelectenerg-12594	188	5	cohen	cohen	PROPN
fuelectenerg-12594	188	6	's	's	PART
fuelectenerg-12594	188	7	kappa	kappa	NOUN
fuelectenerg-12594	188	8	is	be	AUX
fuelectenerg-12594	188	9	used	use	VERB
fuelectenerg-12594	188	10	to	to	PART
fuelectenerg-12594	188	11	assess	assess	VERB
fuelectenerg-12594	188	12	how	how	SCONJ
fuelectenerg-12594	188	13	reliable	reliable	ADJ
fuelectenerg-12594	188	14	or	or	CCONJ
fuelectenerg-12594	188	15	cooperative	cooperative	ADJ
fuelectenerg-12594	188	16	raters	rater	NOUN
fuelectenerg-12594	188	17	are	be	AUX
fuelectenerg-12594	188	18	while	while	SCONJ
fuelectenerg-12594	188	19	handling	handle	VERB
fuelectenerg-12594	188	20	category	category	NOUN
fuelectenerg-12594	188	21	items	item	NOUN
fuelectenerg-12594	188	22	.	.	PUNCT
fuelectenerg-12594	189	1	when	when	SCONJ
fuelectenerg-12594	189	2	calculating	calculate	VERB
fuelectenerg-12594	189	3	the	the	DET
fuelectenerg-12594	189	4	degree	degree	NOUN
fuelectenerg-12594	189	5	of	of	ADP
fuelectenerg-12594	189	6	agreement	agreement	NOUN
fuelectenerg-12594	189	7	between	between	ADP
fuelectenerg-12594	189	8	two	two	NUM
fuelectenerg-12594	189	9	raters	rater	NOUN
fuelectenerg-12594	189	10	,	,	PUNCT
fuelectenerg-12594	189	11	cohen	cohen	PROPN
fuelectenerg-12594	189	12	's	's	PART
fuelectenerg-12594	189	13	kappa	kappa	PROPN
fuelectenerg-12594	189	14	statistic	statistic	PROPN
fuelectenerg-12594	189	15	accounts	account	NOUN
fuelectenerg-12594	189	16	for	for	ADP
fuelectenerg-12594	189	17	the	the	DET
fuelectenerg-12594	189	18	agreement	agreement	NOUN
fuelectenerg-12594	189	19	that	that	PRON
fuelectenerg-12594	189	20	would	would	AUX
fuelectenerg-12594	189	21	result	result	VERB
fuelectenerg-12594	189	22	from	from	ADP
fuelectenerg-12594	189	23	pure	pure	ADJ
fuelectenerg-12594	189	24	chance	chance	NOUN
fuelectenerg-12594	189	25	.	.	PUNCT
fuelectenerg-12594	190	1	the	the	DET
fuelectenerg-12594	190	2	level	level	NOUN
fuelectenerg-12594	190	3	of	of	ADP
fuelectenerg-12594	190	4	assessment	assessment	NOUN
fuelectenerg-12594	190	5	as	as	SCONJ
fuelectenerg-12594	190	6	determined	determine	VERB
fuelectenerg-12594	190	7	by	by	ADP
fuelectenerg-12594	190	8	cohen	cohen	PROPN
fuelectenerg-12594	190	9	's	's	PART
fuelectenerg-12594	190	10	kappa	kappa	PROPN
fuelectenerg-12594	190	11	is	be	AUX
fuelectenerg-12594	190	12	shown	show	VERB
fuelectenerg-12594	190	13	in	in	ADP
fuelectenerg-12594	190	14	table	table	NOUN
fuelectenerg-12594	190	15	1	1	NUM
fuelectenerg-12594	190	16	.	.	PUNCT
fuelectenerg-12594	190	17	table	table	NOUN
fuelectenerg-12594	190	18	1	1	NUM
fuelectenerg-12594	190	19	evaluation	evaluation	NOUN
fuelectenerg-12594	190	20	criterion	criterion	NOUN
fuelectenerg-12594	190	21	of	of	ADP
fuelectenerg-12594	190	22	cohen	cohen	PROPN
fuelectenerg-12594	190	23	’s	’s	PART
fuelectenerg-12594	190	24	kappa	kappa	PROPN
fuelectenerg-12594	190	25	cohen	cohen	PROPN
fuelectenerg-12594	190	26	’s	’s	PART
fuelectenerg-12594	190	27	kappa	kappa	PROPN
fuelectenerg-12594	190	28	value	value	NOUN
fuelectenerg-12594	190	29	level	level	NOUN
fuelectenerg-12594	190	30	of	of	ADP
fuelectenerg-12594	190	31	agreement	agreement	NOUN
fuelectenerg-12594	190	32	≤0	≤0	PROPN
fuelectenerg-12594	190	33	no	no	DET
fuelectenerg-12594	190	34	agreement	agreement	NOUN
fuelectenerg-12594	190	35	0.01	0.01	NUM
fuelectenerg-12594	190	36	–	–	PUNCT
fuelectenerg-12594	190	37	0.20	0.20	NUM
fuelectenerg-12594	190	38	none	none	NOUN
fuelectenerg-12594	190	39	to	to	PART
fuelectenerg-12594	190	40	slight	slight	VERB
fuelectenerg-12594	190	41	0.21	0.21	NUM
fuelectenerg-12594	190	42	–	–	PUNCT
fuelectenerg-12594	190	43	0.40	0.40	NUM
fuelectenerg-12594	190	44	fair	fair	ADJ
fuelectenerg-12594	190	45	0.41	0.41	NUM
fuelectenerg-12594	190	46	–	–	PUNCT
fuelectenerg-12594	190	47	0.60	0.60	NUM
fuelectenerg-12594	190	48	moderate	moderate	ADJ
fuelectenerg-12594	190	49	0.61	0.61	NUM
fuelectenerg-12594	190	50	–	–	PUNCT
fuelectenerg-12594	190	51	0.80	0.80	NUM
fuelectenerg-12594	190	52	substantial	substantial	ADJ
fuelectenerg-12594	190	53	0.81	0.81	NUM
fuelectenerg-12594	190	54	–	–	PUNCT
fuelectenerg-12594	190	55	1.00	1.00	NUM
fuelectenerg-12594	190	56	almost	almost	ADV
fuelectenerg-12594	190	57	perfect	perfect	ADJ
fuelectenerg-12594	190	58	agreement	agreement	NOUN
fuelectenerg-12594	190	59	680	680	NUM
fuelectenerg-12594	190	60	m.	m.	NOUN
fuelectenerg-12594	190	61	m.	m.	PROPN
fuelectenerg-12594	190	62	hasan	hasan	PROPN
fuelectenerg-12594	190	63	,	,	PUNCT
fuelectenerg-12594	190	64	m.	m.	PROPN
fuelectenerg-12594	190	65	n.	n.	PROPN
fuelectenerg-12594	190	66	islam	islam	PROPN
fuelectenerg-12594	190	67	,	,	PUNCT
fuelectenerg-12594	190	68	s.	s.	PROPN
fuelectenerg-12594	190	69	khandaker	khandaker	PROPN
fuelectenerg-12594	190	70	,	,	PUNCT
fuelectenerg-12594	190	71	n.	n.	PROPN
fuelectenerg-12594	190	72	sulaiman	sulaiman	PROPN
fuelectenerg-12594	190	73	,	,	PUNCT
fuelectenerg-12594	190	74	a.	a.	PROPN
fuelectenerg-12594	190	75	islam	islam	PROPN
fuelectenerg-12594	190	76	,	,	PUNCT
fuelectenerg-12594	190	77	m.	m.	NOUN
fuelectenerg-12594	190	78	m.	m.	PROPN
fuelectenerg-12594	190	79	hossain	hossain	PROPN
fuelectenerg-12594	190	80	4	4	NUM
fuelectenerg-12594	190	81	.	.	PUNCT
fuelectenerg-12594	191	1	experimental	experimental	ADJ
fuelectenerg-12594	191	2	result	result	NOUN
fuelectenerg-12594	191	3	the	the	DET
fuelectenerg-12594	191	4	initial	initial	ADJ
fuelectenerg-12594	191	5	method	method	NOUN
fuelectenerg-12594	191	6	used	use	VERB
fuelectenerg-12594	191	7	was	be	AUX
fuelectenerg-12594	191	8	to	to	PART
fuelectenerg-12594	191	9	combine	combine	VERB
fuelectenerg-12594	191	10	testing	test	VERB
fuelectenerg-12594	191	11	from	from	ADP
fuelectenerg-12594	191	12	all	all	DET
fuelectenerg-12594	191	13	individuals	individual	NOUN
fuelectenerg-12594	191	14	to	to	PART
fuelectenerg-12594	191	15	examine	examine	VERB
fuelectenerg-12594	191	16	the	the	DET
fuelectenerg-12594	191	17	effectiveness	effectiveness	NOUN
fuelectenerg-12594	191	18	of	of	ADP
fuelectenerg-12594	191	19	the	the	DET
fuelectenerg-12594	191	20	classification	classification	NOUN
fuelectenerg-12594	191	21	models	model	NOUN
fuelectenerg-12594	191	22	.	.	PUNCT
fuelectenerg-12594	192	1	this	this	DET
fuelectenerg-12594	192	2	study	study	NOUN
fuelectenerg-12594	192	3	utilized	utilize	VERB
fuelectenerg-12594	192	4	two	two	NUM
fuelectenerg-12594	192	5	distinct	distinct	ADJ
fuelectenerg-12594	192	6	neural	neural	ADJ
fuelectenerg-12594	192	7	conditions	condition	NOUN
fuelectenerg-12594	192	8	of	of	ADP
fuelectenerg-12594	192	9	the	the	DET
fuelectenerg-12594	192	10	car	car	NOUN
fuelectenerg-12594	192	11	drivers	driver	NOUN
fuelectenerg-12594	192	12	:	:	PUNCT
fuelectenerg-12594	192	13	fatigue	fatigue	NOUN
fuelectenerg-12594	192	14	and	and	CCONJ
fuelectenerg-12594	192	15	normal	normal	ADJ
fuelectenerg-12594	192	16	.	.	PUNCT
fuelectenerg-12594	193	1	mathematical	mathematical	ADJ
fuelectenerg-12594	193	2	numbers	number	NOUN
fuelectenerg-12594	193	3	of	of	ADP
fuelectenerg-12594	193	4	0	0	NUM
fuelectenerg-12594	193	5	and	and	CCONJ
fuelectenerg-12594	193	6	1	1	NUM
fuelectenerg-12594	193	7	were	be	AUX
fuelectenerg-12594	193	8	assigned	assign	VERB
fuelectenerg-12594	193	9	to	to	PART
fuelectenerg-12594	193	10	indicate	indicate	VERB
fuelectenerg-12594	193	11	the	the	DET
fuelectenerg-12594	193	12	normal	normal	ADJ
fuelectenerg-12594	193	13	states	state	NOUN
fuelectenerg-12594	193	14	and	and	CCONJ
fuelectenerg-12594	193	15	fatigue	fatigue	NOUN
fuelectenerg-12594	193	16	states	state	NOUN
fuelectenerg-12594	193	17	in	in	ADP
fuelectenerg-12594	193	18	the	the	DET
fuelectenerg-12594	193	19	labelling	labelling	NOUN
fuelectenerg-12594	193	20	procedure	procedure	NOUN
fuelectenerg-12594	193	21	.	.	PUNCT
fuelectenerg-12594	194	1	the	the	DET
fuelectenerg-12594	194	2	classifier	classifier	NOUN
fuelectenerg-12594	194	3	's	's	PART
fuelectenerg-12594	194	4	performance	performance	NOUN
fuelectenerg-12594	194	5	was	be	AUX
fuelectenerg-12594	194	6	determined	determine	VERB
fuelectenerg-12594	194	7	using	use	VERB
fuelectenerg-12594	194	8	the	the	DET
fuelectenerg-12594	194	9	k	k	PROPN
fuelectenerg-12594	194	10	-	-	PUNCT
fuelectenerg-12594	194	11	folds	fold	NOUN
fuelectenerg-12594	194	12	cross	cross	ADJ
fuelectenerg-12594	194	13	-	-	ADJ
fuelectenerg-12594	194	14	validation	validation	ADJ
fuelectenerg-12594	194	15	method	method	NOUN
fuelectenerg-12594	194	16	.	.	PUNCT
fuelectenerg-12594	195	1	the	the	DET
fuelectenerg-12594	195	2	parameter	parameter	NOUN
fuelectenerg-12594	195	3	k	k	PROPN
fuelectenerg-12594	195	4	is	be	AUX
fuelectenerg-12594	195	5	set	set	VERB
fuelectenerg-12594	195	6	to	to	ADP
fuelectenerg-12594	195	7	5	5	NUM
fuelectenerg-12594	195	8	in	in	ADP
fuelectenerg-12594	195	9	the	the	DET
fuelectenerg-12594	195	10	k	k	ADJ
fuelectenerg-12594	195	11	-	-	ADJ
fuelectenerg-12594	195	12	fold	fold	ADJ
fuelectenerg-12594	195	13	cross	cross	ADJ
fuelectenerg-12594	195	14	-	-	ADJ
fuelectenerg-12594	195	15	validation	validation	ADJ
fuelectenerg-12594	195	16	process	process	NOUN
fuelectenerg-12594	195	17	in	in	ADP
fuelectenerg-12594	195	18	this	this	DET
fuelectenerg-12594	195	19	experiment	experiment	NOUN
fuelectenerg-12594	195	20	.	.	PUNCT
fuelectenerg-12594	196	1	the	the	DET
fuelectenerg-12594	196	2	ensemble	ensemble	ADV
fuelectenerg-12594	196	3	-	-	PUNCT
fuelectenerg-12594	196	4	based	base	VERB
fuelectenerg-12594	196	5	rusboosted	rusboosted	ADJ
fuelectenerg-12594	196	6	decision	decision	NOUN
fuelectenerg-12594	196	7	trees	tree	NOUN
fuelectenerg-12594	196	8	has	have	VERB
fuelectenerg-12594	196	9	98.53	98.53	NUM
fuelectenerg-12594	196	10	%	%	NOUN
fuelectenerg-12594	196	11	classification	classification	NOUN
fuelectenerg-12594	196	12	accuracy	accuracy	NOUN
fuelectenerg-12594	196	13	,	,	PUNCT
fuelectenerg-12594	196	14	whereas	whereas	SCONJ
fuelectenerg-12594	196	15	the	the	DET
fuelectenerg-12594	196	16	ensemblebased	ensemblebase	VERB
fuelectenerg-12594	196	17	random	random	ADJ
fuelectenerg-12594	196	18	subspace	subspace	NOUN
fuelectenerg-12594	196	19	discriminant	discriminant	NOUN
fuelectenerg-12594	196	20	has	have	VERB
fuelectenerg-12594	196	21	83.13	83.13	NUM
fuelectenerg-12594	196	22	%	%	NOUN
fuelectenerg-12594	196	23	accuracy	accuracy	NOUN
fuelectenerg-12594	196	24	.	.	PUNCT
fuelectenerg-12594	197	1	fig	fig	NOUN
fuelectenerg-12594	197	2	.	.	PUNCT
fuelectenerg-12594	198	1	4	4	NUM
fuelectenerg-12594	198	2	comparisons	comparison	NOUN
fuelectenerg-12594	198	3	between	between	ADP
fuelectenerg-12594	198	4	two	two	NUM
fuelectenerg-12594	198	5	classification	classification	NOUN
fuelectenerg-12594	198	6	models	model	NOUN
fuelectenerg-12594	198	7	accuracy	accuracy	NOUN
fuelectenerg-12594	198	8	,	,	PUNCT
fuelectenerg-12594	198	9	sensitivity	sensitivity	NOUN
fuelectenerg-12594	198	10	,	,	PUNCT
fuelectenerg-12594	198	11	specificity	specificity	NOUN
fuelectenerg-12594	198	12	,	,	PUNCT
fuelectenerg-12594	198	13	and	and	CCONJ
fuelectenerg-12594	198	14	precision	precision	NOUN
fuelectenerg-12594	198	15	we	we	PRON
fuelectenerg-12594	198	16	evaluated	evaluate	VERB
fuelectenerg-12594	198	17	the	the	DET
fuelectenerg-12594	198	18	classifier	classifier	NOUN
fuelectenerg-12594	198	19	's	's	PART
fuelectenerg-12594	198	20	performance	performance	NOUN
fuelectenerg-12594	198	21	using	use	VERB
fuelectenerg-12594	198	22	various	various	ADJ
fuelectenerg-12594	198	23	performance	performance	NOUN
fuelectenerg-12594	198	24	parameters	parameter	NOUN
fuelectenerg-12594	198	25	in	in	ADP
fuelectenerg-12594	198	26	addition	addition	NOUN
fuelectenerg-12594	198	27	to	to	ADP
fuelectenerg-12594	198	28	analyzing	analyze	VERB
fuelectenerg-12594	198	29	its	its	PRON
fuelectenerg-12594	198	30	accuracy	accuracy	NOUN
fuelectenerg-12594	198	31	in	in	ADP
fuelectenerg-12594	198	32	classification	classification	NOUN
fuelectenerg-12594	198	33	.	.	PUNCT
fuelectenerg-12594	199	1	the	the	DET
fuelectenerg-12594	199	2	study	study	NOUN
fuelectenerg-12594	199	3	utilizes	utilize	VERB
fuelectenerg-12594	199	4	multiple	multiple	ADJ
fuelectenerg-12594	199	5	performance	performance	NOUN
fuelectenerg-12594	199	6	evaluation	evaluation	NOUN
fuelectenerg-12594	199	7	metrics	metric	NOUN
fuelectenerg-12594	199	8	including	include	VERB
fuelectenerg-12594	199	9	accuracy	accuracy	NOUN
fuelectenerg-12594	199	10	,	,	PUNCT
fuelectenerg-12594	199	11	sensitivity	sensitivity	NOUN
fuelectenerg-12594	199	12	,	,	PUNCT
fuelectenerg-12594	199	13	specificity	specificity	NOUN
fuelectenerg-12594	199	14	,	,	PUNCT
fuelectenerg-12594	199	15	precision	precision	NOUN
fuelectenerg-12594	199	16	,	,	PUNCT
fuelectenerg-12594	199	17	recall	recall	NOUN
fuelectenerg-12594	199	18	,	,	PUNCT
fuelectenerg-12594	199	19	f1	f1	NOUN
fuelectenerg-12594	199	20	-	-	PUNCT
fuelectenerg-12594	199	21	score	score	NOUN
fuelectenerg-12594	199	22	,	,	PUNCT
fuelectenerg-12594	199	23	mcc	mcc	NOUN
fuelectenerg-12594	199	24	,	,	PUNCT
fuelectenerg-12594	199	25	and	and	CCONJ
fuelectenerg-12594	199	26	cohen	cohen	PROPN
fuelectenerg-12594	199	27	's	's	PART
fuelectenerg-12594	199	28	kappa	kappa	PROPN
fuelectenerg-12594	199	29	.	.	PUNCT
fuelectenerg-12594	200	1	both	both	DET
fuelectenerg-12594	200	2	classifiers	classifier	NOUN
fuelectenerg-12594	200	3	'	'	PART
fuelectenerg-12594	200	4	performing	perform	VERB
fuelectenerg-12594	200	5	comparisons	comparison	NOUN
fuelectenerg-12594	200	6	are	be	AUX
fuelectenerg-12594	200	7	depicted	depict	VERB
fuelectenerg-12594	200	8	in	in	ADP
fuelectenerg-12594	200	9	figures	figure	NOUN
fuelectenerg-12594	200	10	4	4	NUM
fuelectenerg-12594	200	11	and	and	CCONJ
fuelectenerg-12594	200	12	5	5	NUM
fuelectenerg-12594	200	13	,	,	PUNCT
fuelectenerg-12594	200	14	using	use	VERB
fuelectenerg-12594	200	15	different	different	ADJ
fuelectenerg-12594	200	16	evaluation	evaluation	NOUN
fuelectenerg-12594	200	17	measures	measure	NOUN
fuelectenerg-12594	200	18	.	.	PUNCT
fuelectenerg-12594	201	1	fig	fig	NOUN
fuelectenerg-12594	201	2	.	.	PUNCT
fuelectenerg-12594	202	1	5	5	NUM
fuelectenerg-12594	202	2	comparisons	comparison	NOUN
fuelectenerg-12594	202	3	between	between	ADP
fuelectenerg-12594	202	4	two	two	NUM
fuelectenerg-12594	202	5	classification	classification	NOUN
fuelectenerg-12594	202	6	models	model	NOUN
fuelectenerg-12594	202	7	recall	recall	VERB
fuelectenerg-12594	202	8	,	,	PUNCT
fuelectenerg-12594	202	9	f1	f1	NOUN
fuelectenerg-12594	202	10	-	-	PUNCT
fuelectenerg-12594	202	11	score	score	NOUN
fuelectenerg-12594	202	12	,	,	PUNCT
fuelectenerg-12594	202	13	mcc	mcc	PROPN
fuelectenerg-12594	202	14	,	,	PUNCT
fuelectenerg-12594	202	15	cohen	cohen	PROPN
fuelectenerg-12594	202	16	’s	’s	PART
fuelectenerg-12594	202	17	kappa	kappa	PROPN
fuelectenerg-12594	202	18	ensemble	ensemble	PROPN
fuelectenerg-12594	202	19	-	-	PUNCT
fuelectenerg-12594	202	20	based	base	VERB
fuelectenerg-12594	202	21	machine	machine	NOUN
fuelectenerg-12594	202	22	learning	learning	NOUN
fuelectenerg-12594	202	23	models	model	NOUN
fuelectenerg-12594	202	24	for	for	ADP
fuelectenerg-12594	202	25	vehicle	vehicle	NOUN
fuelectenerg-12594	202	26	drivers	driver	NOUN
fuelectenerg-12594	202	27	’	’	PART
fuelectenerg-12594	202	28	fatigue	fatigue	NOUN
fuelectenerg-12594	202	29	state	state	NOUN
fuelectenerg-12594	202	30	detection	detection	NOUN
fuelectenerg-12594	202	31	utilizing	utilize	VERB
fuelectenerg-12594	202	32	eeg	eeg	NOUN
fuelectenerg-12594	202	33	signals	signal	NOUN
fuelectenerg-12594	202	34	681	681	NUM
fuelectenerg-12594	202	35	meantime	meantime	NOUN
fuelectenerg-12594	202	36	,	,	PUNCT
fuelectenerg-12594	202	37	scatter	scatter	NOUN
fuelectenerg-12594	202	38	plots	plot	NOUN
fuelectenerg-12594	202	39	and	and	CCONJ
fuelectenerg-12594	202	40	parallel	parallel	ADJ
fuelectenerg-12594	202	41	coordinate	coordinate	NOUN
fuelectenerg-12594	202	42	plots	plot	NOUN
fuelectenerg-12594	202	43	were	be	AUX
fuelectenerg-12594	202	44	utilized	utilize	VERB
fuelectenerg-12594	202	45	in	in	ADP
fuelectenerg-12594	202	46	order	order	NOUN
fuelectenerg-12594	202	47	to	to	PART
fuelectenerg-12594	202	48	assess	assess	VERB
fuelectenerg-12594	202	49	the	the	DET
fuelectenerg-12594	202	50	two	two	NUM
fuelectenerg-12594	202	51	models	model	NOUN
fuelectenerg-12594	202	52	respective	respective	ADJ
fuelectenerg-12594	202	53	levels	level	NOUN
fuelectenerg-12594	202	54	of	of	ADP
fuelectenerg-12594	202	55	performance	performance	NOUN
fuelectenerg-12594	202	56	.	.	PUNCT
fuelectenerg-12594	203	1	figures	figure	NOUN
fuelectenerg-12594	203	2	6	6	NUM
fuelectenerg-12594	203	3	and	and	CCONJ
fuelectenerg-12594	203	4	7	7	NUM
fuelectenerg-12594	203	5	are	be	AUX
fuelectenerg-12594	203	6	scatter	scatter	NOUN
fuelectenerg-12594	203	7	plots	plot	NOUN
fuelectenerg-12594	203	8	that	that	PRON
fuelectenerg-12594	203	9	visually	visually	ADV
fuelectenerg-12594	203	10	represent	represent	VERB
fuelectenerg-12594	203	11	the	the	DET
fuelectenerg-12594	203	12	identification	identification	NOUN
fuelectenerg-12594	203	13	of	of	ADP
fuelectenerg-12594	203	14	datapoints	datapoint	NOUN
fuelectenerg-12594	203	15	for	for	ADP
fuelectenerg-12594	203	16	both	both	DET
fuelectenerg-12594	203	17	strategies	strategy	NOUN
fuelectenerg-12594	203	18	.	.	PUNCT
fuelectenerg-12594	204	1	there	there	PRON
fuelectenerg-12594	204	2	are	be	VERB
fuelectenerg-12594	204	3	unique	unique	ADJ
fuelectenerg-12594	204	4	markers	marker	NOUN
fuelectenerg-12594	204	5	on	on	ADP
fuelectenerg-12594	204	6	the	the	DET
fuelectenerg-12594	204	7	scatter	scatter	NOUN
fuelectenerg-12594	204	8	plots	plot	NOUN
fuelectenerg-12594	204	9	that	that	PRON
fuelectenerg-12594	204	10	indicate	indicate	VERB
fuelectenerg-12594	204	11	scenarios	scenario	NOUN
fuelectenerg-12594	204	12	of	of	ADP
fuelectenerg-12594	204	13	inaccurate	inaccurate	ADJ
fuelectenerg-12594	204	14	detection	detection	NOUN
fuelectenerg-12594	204	15	of	of	ADP
fuelectenerg-12594	204	16	fatigue	fatigue	NOUN
fuelectenerg-12594	204	17	and	and	CCONJ
fuelectenerg-12594	204	18	normal	normal	ADJ
fuelectenerg-12594	204	19	states	state	NOUN
fuelectenerg-12594	204	20	.	.	PUNCT
fuelectenerg-12594	205	1	scatter	scatter	NOUN
fuelectenerg-12594	205	2	plots	plot	NOUN
fuelectenerg-12594	205	3	exhibit	exhibit	VERB
fuelectenerg-12594	205	4	the	the	DET
fuelectenerg-12594	205	5	detection	detection	NOUN
fuelectenerg-12594	205	6	datapoints	datapoint	NOUN
fuelectenerg-12594	205	7	.	.	PUNCT
fuelectenerg-12594	206	1	a	a	DET
fuelectenerg-12594	206	2	very	very	ADV
fuelectenerg-12594	206	3	high	high	ADJ
fuelectenerg-12594	206	4	level	level	NOUN
fuelectenerg-12594	206	5	of	of	ADP
fuelectenerg-12594	206	6	accuracy	accuracy	NOUN
fuelectenerg-12594	206	7	may	may	AUX
fuelectenerg-12594	206	8	be	be	AUX
fuelectenerg-12594	206	9	inferred	infer	VERB
fuelectenerg-12594	206	10	from	from	ADP
fuelectenerg-12594	206	11	the	the	DET
fuelectenerg-12594	206	12	detection	detection	NOUN
fuelectenerg-12594	206	13	rates	rate	NOUN
fuelectenerg-12594	206	14	of	of	ADP
fuelectenerg-12594	206	15	both	both	DET
fuelectenerg-12594	206	16	systems	system	NOUN
fuelectenerg-12594	206	17	.	.	PUNCT
fuelectenerg-12594	207	1	in	in	ADP
fuelectenerg-12594	207	2	contrast	contrast	NOUN
fuelectenerg-12594	207	3	,	,	PUNCT
fuelectenerg-12594	207	4	the	the	DET
fuelectenerg-12594	207	5	identification	identification	NOUN
fuelectenerg-12594	207	6	efficacy	efficacy	NOUN
fuelectenerg-12594	207	7	of	of	ADP
fuelectenerg-12594	207	8	ensemble	ensemble	ADJ
fuelectenerg-12594	207	9	-	-	PUNCT
fuelectenerg-12594	207	10	based	base	VERB
fuelectenerg-12594	207	11	rusboosted	rusboosted	ADJ
fuelectenerg-12594	207	12	decision	decision	NOUN
fuelectenerg-12594	207	13	trees	tree	NOUN
fuelectenerg-12594	207	14	demonstrates	demonstrate	VERB
fuelectenerg-12594	207	15	a	a	DET
fuelectenerg-12594	207	16	considerable	considerable	ADJ
fuelectenerg-12594	207	17	increase	increase	NOUN
fuelectenerg-12594	207	18	when	when	SCONJ
fuelectenerg-12594	207	19	compared	compare	VERB
fuelectenerg-12594	207	20	with	with	ADP
fuelectenerg-12594	207	21	performance	performance	NOUN
fuelectenerg-12594	207	22	of	of	ADP
fuelectenerg-12594	207	23	the	the	DET
fuelectenerg-12594	207	24	other	other	ADJ
fuelectenerg-12594	207	25	model	model	NOUN
fuelectenerg-12594	207	26	.	.	PUNCT
fuelectenerg-12594	208	1	fig	fig	NOUN
fuelectenerg-12594	208	2	.	.	PUNCT
fuelectenerg-12594	209	1	6	6	NUM
fuelectenerg-12594	209	2	scatter	scatter	NOUN
fuelectenerg-12594	209	3	plots	plot	NOUN
fuelectenerg-12594	209	4	for	for	ADP
fuelectenerg-12594	209	5	ensemble	ensemble	ADV
fuelectenerg-12594	209	6	-	-	PUNCT
fuelectenerg-12594	209	7	based	base	VERB
fuelectenerg-12594	209	8	rusboosted	rusboosted	ADJ
fuelectenerg-12594	209	9	decision	decision	NOUN
fuelectenerg-12594	209	10	trees	tree	NOUN
fuelectenerg-12594	209	11	(	(	PUNCT
fuelectenerg-12594	209	12	a	a	X
fuelectenerg-12594	209	13	)	)	PUNCT
fuelectenerg-12594	209	14	normal	normal	ADJ
fuelectenerg-12594	209	15	,	,	PUNCT
fuelectenerg-12594	209	16	(	(	PUNCT
fuelectenerg-12594	209	17	b	b	NOUN
fuelectenerg-12594	209	18	)	)	PUNCT
fuelectenerg-12594	209	19	fatigue	fatigue	NOUN
fuelectenerg-12594	209	20	,	,	PUNCT
fuelectenerg-12594	209	21	(	(	PUNCT
fuelectenerg-12594	209	22	c	c	X
fuelectenerg-12594	209	23	)	)	PUNCT
fuelectenerg-12594	209	24	both	both	DET
fuelectenerg-12594	209	25	fig	fig	NOUN
fuelectenerg-12594	209	26	.	.	PUNCT
fuelectenerg-12594	210	1	7	7	NUM
fuelectenerg-12594	210	2	scatter	scatter	NOUN
fuelectenerg-12594	210	3	plots	plot	NOUN
fuelectenerg-12594	210	4	for	for	ADP
fuelectenerg-12594	210	5	ensemble	ensemble	ADJ
fuelectenerg-12594	210	6	-	-	PUNCT
fuelectenerg-12594	210	7	based	base	VERB
fuelectenerg-12594	210	8	random	random	ADJ
fuelectenerg-12594	210	9	subspace	subspace	NOUN
fuelectenerg-12594	210	10	discriminant	discriminant	NOUN
fuelectenerg-12594	210	11	(	(	PUNCT
fuelectenerg-12594	210	12	a	a	X
fuelectenerg-12594	210	13	)	)	PUNCT
fuelectenerg-12594	210	14	normal	normal	ADJ
fuelectenerg-12594	210	15	,	,	PUNCT
fuelectenerg-12594	210	16	(	(	PUNCT
fuelectenerg-12594	210	17	b	b	NOUN
fuelectenerg-12594	210	18	)	)	PUNCT
fuelectenerg-12594	210	19	fatigue	fatigue	NOUN
fuelectenerg-12594	210	20	,	,	PUNCT
fuelectenerg-12594	210	21	(	(	PUNCT
fuelectenerg-12594	210	22	c	c	X
fuelectenerg-12594	210	23	)	)	PUNCT
fuelectenerg-12594	210	24	both	both	CCONJ
fuelectenerg-12594	210	25	it	it	PRON
fuelectenerg-12594	210	26	is	be	AUX
fuelectenerg-12594	210	27	possible	possible	ADJ
fuelectenerg-12594	210	28	to	to	PART
fuelectenerg-12594	210	29	observe	observe	VERB
fuelectenerg-12594	210	30	two	two	NUM
fuelectenerg-12594	210	31	-	-	PUNCT
fuelectenerg-12594	210	32	dimensional	dimensional	ADJ
fuelectenerg-12594	210	33	patterns	pattern	NOUN
fuelectenerg-12594	210	34	for	for	ADP
fuelectenerg-12594	210	35	both	both	DET
fuelectenerg-12594	210	36	models	model	NOUN
fuelectenerg-12594	210	37	by	by	ADP
fuelectenerg-12594	210	38	using	use	VERB
fuelectenerg-12594	210	39	parallel	parallel	ADJ
fuelectenerg-12594	210	40	coordination	coordination	NOUN
fuelectenerg-12594	210	41	plots	plot	NOUN
fuelectenerg-12594	210	42	that	that	PRON
fuelectenerg-12594	210	43	are	be	AUX
fuelectenerg-12594	210	44	illustrated	illustrate	VERB
fuelectenerg-12594	210	45	in	in	ADP
fuelectenerg-12594	210	46	figure	figure	NOUN
fuelectenerg-12594	210	47	8	8	NUM
fuelectenerg-12594	210	48	.	.	PUNCT
fuelectenerg-12594	211	1	this	this	DET
fuelectenerg-12594	211	2	plot	plot	NOUN
fuelectenerg-12594	211	3	delivers	deliver	VERB
fuelectenerg-12594	211	4	as	as	ADP
fuelectenerg-12594	211	5	technique	technique	NOUN
fuelectenerg-12594	211	6	to	to	PART
fuelectenerg-12594	211	7	graphically	graphically	ADV
fuelectenerg-12594	211	8	portray	portray	VERB
fuelectenerg-12594	211	9	multi	multi	ADJ
fuelectenerg-12594	211	10	-	-	ADJ
fuelectenerg-12594	211	11	dimensional	dimensional	ADJ
fuelectenerg-12594	211	12	data	datum	NOUN
fuelectenerg-12594	211	13	in	in	ADP
fuelectenerg-12594	211	14	a	a	DET
fuelectenerg-12594	211	15	single	single	ADJ
fuelectenerg-12594	211	16	plot	plot	NOUN
fuelectenerg-12594	211	17	.	.	PUNCT
fuelectenerg-12594	212	1	having	have	VERB
fuelectenerg-12594	212	2	this	this	DET
fuelectenerg-12594	212	3	visual	visual	ADJ
fuelectenerg-12594	212	4	representation	representation	NOUN
fuelectenerg-12594	212	5	makes	make	VERB
fuelectenerg-12594	212	6	it	it	PRON
fuelectenerg-12594	212	7	easier	easy	ADJ
fuelectenerg-12594	212	8	to	to	PART
fuelectenerg-12594	212	9	appreciate	appreciate	VERB
fuelectenerg-12594	212	10	the	the	DET
fuelectenerg-12594	212	11	linkages	linkage	NOUN
fuelectenerg-12594	212	12	that	that	PRON
fuelectenerg-12594	212	13	exist	exist	VERB
fuelectenerg-12594	212	14	between	between	ADP
fuelectenerg-12594	212	15	the	the	DET
fuelectenerg-12594	212	16	various	various	ADJ
fuelectenerg-12594	212	17	factors	factor	NOUN
fuelectenerg-12594	212	18	,	,	PUNCT
fuelectenerg-12594	212	19	and	and	CCONJ
fuelectenerg-12594	212	20	it	it	PRON
fuelectenerg-12594	212	21	also	also	ADV
fuelectenerg-12594	212	22	makes	make	VERB
fuelectenerg-12594	212	23	it	it	PRON
fuelectenerg-12594	212	24	easier	easy	ADJ
fuelectenerg-12594	212	25	to	to	PART
fuelectenerg-12594	212	26	identify	identify	VERB
fuelectenerg-12594	212	27	valuable	valuable	ADJ
fuelectenerg-12594	212	28	predictors	predictor	NOUN
fuelectenerg-12594	212	29	that	that	PRON
fuelectenerg-12594	212	30	can	can	AUX
fuelectenerg-12594	212	31	effectively	effectively	ADV
fuelectenerg-12594	212	32	differentiate	differentiate	VERB
fuelectenerg-12594	212	33	between	between	ADP
fuelectenerg-12594	212	34	the	the	DET
fuelectenerg-12594	212	35	various	various	ADJ
fuelectenerg-12594	212	36	classes	class	NOUN
fuelectenerg-12594	212	37	.	.	PUNCT
fuelectenerg-12594	213	1	training	training	NOUN
fuelectenerg-12594	213	2	data	datum	NOUN
fuelectenerg-12594	213	3	and	and	CCONJ
fuelectenerg-12594	213	4	misclassified	misclassified	ADJ
fuelectenerg-12594	213	5	locations	location	NOUN
fuelectenerg-12594	213	6	can	can	AUX
fuelectenerg-12594	213	7	both	both	PRON
fuelectenerg-12594	213	8	be	be	AUX
fuelectenerg-12594	213	9	shown	show	VERB
fuelectenerg-12594	213	10	in	in	ADP
fuelectenerg-12594	213	11	the	the	DET
fuelectenerg-12594	213	12	parallel	parallel	ADJ
fuelectenerg-12594	213	13	coordinates	coordinate	NOUN
fuelectenerg-12594	213	14	display	display	NOUN
fuelectenerg-12594	213	15	.	.	PUNCT
fuelectenerg-12594	214	1	in	in	ADP
fuelectenerg-12594	214	2	the	the	DET
fuelectenerg-12594	214	3	context	context	NOUN
fuelectenerg-12594	214	4	of	of	ADP
fuelectenerg-12594	214	5	classification	classification	NOUN
fuelectenerg-12594	214	6	,	,	PUNCT
fuelectenerg-12594	214	7	dashed	dash	VERB
fuelectenerg-12594	214	8	lines	line	NOUN
fuelectenerg-12594	214	9	are	be	AUX
fuelectenerg-12594	214	10	used	use	VERB
fuelectenerg-12594	214	11	to	to	PART
fuelectenerg-12594	214	12	depict	depict	VERB
fuelectenerg-12594	214	13	points	point	NOUN
fuelectenerg-12594	214	14	that	that	PRON
fuelectenerg-12594	214	15	were	be	AUX
fuelectenerg-12594	214	16	misclassified	misclassifie	VERB
fuelectenerg-12594	214	17	.	.	PUNCT
fuelectenerg-12594	215	1	there	there	PRON
fuelectenerg-12594	215	2	are	be	VERB
fuelectenerg-12594	215	3	more	more	ADV
fuelectenerg-12594	215	4	dashed	dash	VERB
fuelectenerg-12594	215	5	lines	line	NOUN
fuelectenerg-12594	215	6	in	in	ADP
fuelectenerg-12594	215	7	figure	figure	NOUN
fuelectenerg-12594	215	8	8(b	8(b	NUM
fuelectenerg-12594	215	9	)	)	PUNCT
fuelectenerg-12594	215	10	than	than	ADP
fuelectenerg-12594	215	11	in	in	ADP
fuelectenerg-12594	215	12	figure	figure	NOUN
fuelectenerg-12594	215	13	8(a	8(a	NUM
fuelectenerg-12594	215	14	)	)	PUNCT
fuelectenerg-12594	215	15	.	.	PUNCT
fuelectenerg-12594	216	1	682	682	NUM
fuelectenerg-12594	216	2	m.	m.	NOUN
fuelectenerg-12594	216	3	m.	m.	PROPN
fuelectenerg-12594	216	4	hasan	hasan	PROPN
fuelectenerg-12594	216	5	,	,	PUNCT
fuelectenerg-12594	216	6	m.	m.	PROPN
fuelectenerg-12594	216	7	n.	n.	PROPN
fuelectenerg-12594	216	8	islam	islam	PROPN
fuelectenerg-12594	216	9	,	,	PUNCT
fuelectenerg-12594	216	10	s.	s.	PROPN
fuelectenerg-12594	216	11	khandaker	khandaker	PROPN
fuelectenerg-12594	216	12	,	,	PUNCT
fuelectenerg-12594	216	13	n.	n.	PROPN
fuelectenerg-12594	216	14	sulaiman	sulaiman	PROPN
fuelectenerg-12594	216	15	,	,	PUNCT
fuelectenerg-12594	216	16	a.	a.	PROPN
fuelectenerg-12594	216	17	islam	islam	PROPN
fuelectenerg-12594	216	18	,	,	PUNCT
fuelectenerg-12594	216	19	m.	m.	NOUN
fuelectenerg-12594	216	20	m.	m.	PROPN
fuelectenerg-12594	216	21	hossain	hossain	PROPN
fuelectenerg-12594	216	22	fig	fig	PROPN
fuelectenerg-12594	216	23	.	.	PUNCT
fuelectenerg-12594	217	1	8	8	NUM
fuelectenerg-12594	217	2	parallel	parallel	ADJ
fuelectenerg-12594	217	3	-	-	PUNCT
fuelectenerg-12594	217	4	coordination	coordination	NOUN
fuelectenerg-12594	217	5	plots	plot	NOUN
fuelectenerg-12594	217	6	(	(	PUNCT
fuelectenerg-12594	217	7	a	a	X
fuelectenerg-12594	217	8	)	)	PUNCT
fuelectenerg-12594	217	9	ensemble	ensemble	NOUN
fuelectenerg-12594	217	10	-	-	PUNCT
fuelectenerg-12594	217	11	based	base	VERB
fuelectenerg-12594	217	12	rusboosted	rusboosted	ADJ
fuelectenerg-12594	217	13	decision	decision	NOUN
fuelectenerg-12594	217	14	trees	tree	NOUN
fuelectenerg-12594	217	15	,	,	PUNCT
fuelectenerg-12594	217	16	(	(	PUNCT
fuelectenerg-12594	217	17	b	b	X
fuelectenerg-12594	217	18	)	)	PUNCT
fuelectenerg-12594	217	19	ensemble	ensemble	NOUN
fuelectenerg-12594	217	20	-	-	PUNCT
fuelectenerg-12594	217	21	based	base	VERB
fuelectenerg-12594	217	22	random	random	ADJ
fuelectenerg-12594	217	23	subspace	subspace	NOUN
fuelectenerg-12594	217	24	discriminant	discriminant	PROPN
fuelectenerg-12594	217	25	fig	fig	NOUN
fuelectenerg-12594	217	26	.	.	PUNCT
fuelectenerg-12594	218	1	9	9	NUM
fuelectenerg-12594	218	2	confusion	confusion	NOUN
fuelectenerg-12594	218	3	matrix	matrix	NOUN
fuelectenerg-12594	218	4	(	(	PUNCT
fuelectenerg-12594	218	5	a	a	X
fuelectenerg-12594	218	6	)	)	PUNCT
fuelectenerg-12594	218	7	ensemble	ensemble	NOUN
fuelectenerg-12594	218	8	-	-	PUNCT
fuelectenerg-12594	218	9	based	base	VERB
fuelectenerg-12594	218	10	rusboosted	rusboosted	ADJ
fuelectenerg-12594	218	11	decision	decision	NOUN
fuelectenerg-12594	218	12	trees	tree	NOUN
fuelectenerg-12594	218	13	,	,	PUNCT
fuelectenerg-12594	218	14	(	(	PUNCT
fuelectenerg-12594	218	15	b	b	X
fuelectenerg-12594	218	16	)	)	PUNCT
fuelectenerg-12594	218	17	ensemblebased	ensemblebase	VERB
fuelectenerg-12594	218	18	random	random	ADJ
fuelectenerg-12594	218	19	subspace	subspace	NOUN
fuelectenerg-12594	218	20	discriminant	discriminant	NOUN
fuelectenerg-12594	218	21	models	model	NOUN
fuelectenerg-12594	218	22	when	when	SCONJ
fuelectenerg-12594	218	23	it	it	PRON
fuelectenerg-12594	218	24	came	come	VERB
fuelectenerg-12594	218	25	to	to	ADP
fuelectenerg-12594	218	26	forecasting	forecast	VERB
fuelectenerg-12594	218	27	fatigue	fatigue	NOUN
fuelectenerg-12594	218	28	states	state	NOUN
fuelectenerg-12594	218	29	,	,	PUNCT
fuelectenerg-12594	218	30	ensemble	ensemble	ADJ
fuelectenerg-12594	218	31	-	-	PUNCT
fuelectenerg-12594	218	32	based	base	VERB
fuelectenerg-12594	218	33	rusboosted	rusbooste	VERB
fuelectenerg-12594	218	34	decision	decision	NOUN
fuelectenerg-12594	218	35	trees	tree	NOUN
fuelectenerg-12594	218	36	model	model	NOUN
fuelectenerg-12594	218	37	outperformed	outperform	VERB
fuelectenerg-12594	218	38	another	another	DET
fuelectenerg-12594	218	39	model	model	NOUN
fuelectenerg-12594	218	40	.	.	PUNCT
fuelectenerg-12594	219	1	figure	figure	NOUN
fuelectenerg-12594	219	2	9	9	NUM
fuelectenerg-12594	219	3	represents	represent	VERB
fuelectenerg-12594	219	4	the	the	DET
fuelectenerg-12594	219	5	confusion	confusion	NOUN
fuelectenerg-12594	219	6	matrix	matrix	NOUN
fuelectenerg-12594	219	7	for	for	ADP
fuelectenerg-12594	219	8	both	both	CCONJ
fuelectenerg-12594	219	9	the	the	DET
fuelectenerg-12594	219	10	applied	apply	VERB
fuelectenerg-12594	219	11	models	model	NOUN
fuelectenerg-12594	219	12	.	.	PUNCT
fuelectenerg-12594	220	1	there	there	PRON
fuelectenerg-12594	220	2	has	have	AUX
fuelectenerg-12594	220	3	been	be	AUX
fuelectenerg-12594	220	4	a	a	DET
fuelectenerg-12594	220	5	small	small	ADJ
fuelectenerg-12594	220	6	amount	amount	NOUN
fuelectenerg-12594	220	7	of	of	ADP
fuelectenerg-12594	220	8	trial	trial	NOUN
fuelectenerg-12594	220	9	misclassification	misclassification	NOUN
fuelectenerg-12594	220	10	in	in	ADP
fuelectenerg-12594	220	11	both	both	DET
fuelectenerg-12594	220	12	instances	instance	NOUN
fuelectenerg-12594	220	13	.	.	PUNCT
fuelectenerg-12594	221	1	fig	fig	NOUN
fuelectenerg-12594	221	2	.	.	PUNCT
fuelectenerg-12594	222	1	10	10	NUM
fuelectenerg-12594	222	2	roc	roc	PROPN
fuelectenerg-12594	222	3	curve	curve	NOUN
fuelectenerg-12594	222	4	(	(	PUNCT
fuelectenerg-12594	222	5	a	a	X
fuelectenerg-12594	222	6	)	)	PUNCT
fuelectenerg-12594	222	7	ensemble	ensemble	NOUN
fuelectenerg-12594	222	8	-	-	PUNCT
fuelectenerg-12594	222	9	based	base	VERB
fuelectenerg-12594	222	10	rusboosted	rusboosted	ADJ
fuelectenerg-12594	222	11	decision	decision	NOUN
fuelectenerg-12594	222	12	trees	tree	NOUN
fuelectenerg-12594	222	13	,	,	PUNCT
fuelectenerg-12594	222	14	(	(	PUNCT
fuelectenerg-12594	222	15	b	b	X
fuelectenerg-12594	222	16	)	)	PUNCT
fuelectenerg-12594	222	17	ensemblebased	ensemblebase	VERB
fuelectenerg-12594	222	18	random	random	ADJ
fuelectenerg-12594	222	19	subspace	subspace	NOUN
fuelectenerg-12594	222	20	discriminant	discriminant	NOUN
fuelectenerg-12594	222	21	ensemble	ensemble	ADJ
fuelectenerg-12594	222	22	-	-	PUNCT
fuelectenerg-12594	222	23	based	base	VERB
fuelectenerg-12594	222	24	machine	machine	NOUN
fuelectenerg-12594	222	25	learning	learning	NOUN
fuelectenerg-12594	222	26	models	model	NOUN
fuelectenerg-12594	222	27	for	for	ADP
fuelectenerg-12594	222	28	vehicle	vehicle	NOUN
fuelectenerg-12594	222	29	drivers	driver	NOUN
fuelectenerg-12594	222	30	’	’	PART
fuelectenerg-12594	222	31	fatigue	fatigue	NOUN
fuelectenerg-12594	222	32	state	state	NOUN
fuelectenerg-12594	222	33	detection	detection	NOUN
fuelectenerg-12594	222	34	utilizing	utilize	VERB
fuelectenerg-12594	222	35	eeg	eeg	NOUN
fuelectenerg-12594	222	36	signals	signal	NOUN
fuelectenerg-12594	222	37	683	683	NUM
fuelectenerg-12594	222	38	the	the	DET
fuelectenerg-12594	222	39	roc	roc	PROPN
fuelectenerg-12594	222	40	curves	curve	NOUN
fuelectenerg-12594	222	41	,	,	PUNCT
fuelectenerg-12594	222	42	or	or	CCONJ
fuelectenerg-12594	222	43	receiver	receiver	NOUN
fuelectenerg-12594	222	44	operating	operating	NOUN
fuelectenerg-12594	222	45	characteristics	characteristic	NOUN
fuelectenerg-12594	222	46	is	be	AUX
fuelectenerg-12594	222	47	illustrated	illustrate	VERB
fuelectenerg-12594	222	48	in	in	ADP
fuelectenerg-12594	222	49	figure	figure	NOUN
fuelectenerg-12594	222	50	10	10	NUM
fuelectenerg-12594	222	51	,	,	PUNCT
fuelectenerg-12594	222	52	for	for	ADP
fuelectenerg-12594	222	53	two	two	NUM
fuelectenerg-12594	222	54	different	different	ADJ
fuelectenerg-12594	222	55	ensemble	ensemble	ADJ
fuelectenerg-12594	222	56	-	-	PUNCT
fuelectenerg-12594	222	57	based	base	VERB
fuelectenerg-12594	222	58	decision	decision	NOUN
fuelectenerg-12594	222	59	-	-	PUNCT
fuelectenerg-12594	222	60	making	make	VERB
fuelectenerg-12594	222	61	models	model	NOUN
fuelectenerg-12594	222	62	.	.	PUNCT
fuelectenerg-12594	223	1	the	the	DET
fuelectenerg-12594	223	2	roc	roc	PROPN
fuelectenerg-12594	223	3	is	be	AUX
fuelectenerg-12594	223	4	one	one	NUM
fuelectenerg-12594	223	5	of	of	ADP
fuelectenerg-12594	223	6	the	the	DET
fuelectenerg-12594	223	7	useful	useful	ADJ
fuelectenerg-12594	223	8	visual	visual	ADJ
fuelectenerg-12594	223	9	tools	tool	NOUN
fuelectenerg-12594	223	10	for	for	ADP
fuelectenerg-12594	223	11	showing	show	VERB
fuelectenerg-12594	223	12	the	the	DET
fuelectenerg-12594	223	13	relationship	relationship	NOUN
fuelectenerg-12594	223	14	between	between	ADP
fuelectenerg-12594	223	15	true	true	ADJ
fuelectenerg-12594	223	16	-	-	PUNCT
fuelectenerg-12594	223	17	positive	positive	ADJ
fuelectenerg-12594	223	18	rate	rate	NOUN
fuelectenerg-12594	223	19	and	and	CCONJ
fuelectenerg-12594	223	20	false	false	ADJ
fuelectenerg-12594	223	21	-	-	PUNCT
fuelectenerg-12594	223	22	positive	positive	ADJ
fuelectenerg-12594	223	23	rate	rate	NOUN
fuelectenerg-12594	223	24	at	at	ADP
fuelectenerg-12594	223	25	distinct	distinct	ADJ
fuelectenerg-12594	223	26	classifying	classify	VERB
fuelectenerg-12594	223	27	standards	standard	NOUN
fuelectenerg-12594	223	28	.	.	PUNCT
fuelectenerg-12594	224	1	this	this	DET
fuelectenerg-12594	224	2	link	link	NOUN
fuelectenerg-12594	224	3	is	be	AUX
fuelectenerg-12594	224	4	shown	show	VERB
fuelectenerg-12594	224	5	with	with	ADP
fuelectenerg-12594	224	6	sweeping	sweeping	ADJ
fuelectenerg-12594	224	7	variables	variable	NOUN
fuelectenerg-12594	224	8	that	that	PRON
fuelectenerg-12594	224	9	include	include	VERB
fuelectenerg-12594	224	10	various	various	ADJ
fuelectenerg-12594	224	11	threshold	threshold	NOUN
fuelectenerg-12594	224	12	ratios	ratio	NOUN
fuelectenerg-12594	224	13	.	.	PUNCT
fuelectenerg-12594	225	1	a	a	DET
fuelectenerg-12594	225	2	false	false	ADJ
fuelectenerg-12594	225	3	-	-	PUNCT
fuelectenerg-12594	225	4	positive	positive	ADJ
fuelectenerg-12594	225	5	rate	rate	NOUN
fuelectenerg-12594	225	6	is	be	AUX
fuelectenerg-12594	225	7	the	the	DET
fuelectenerg-12594	225	8	percentage	percentage	NOUN
fuelectenerg-12594	225	9	of	of	ADP
fuelectenerg-12594	225	10	the	the	DET
fuelectenerg-12594	225	11	negative	negative	ADJ
fuelectenerg-12594	225	12	occurrences	occurrence	NOUN
fuelectenerg-12594	225	13	which	which	PRON
fuelectenerg-12594	225	14	categorized	categorize	VERB
fuelectenerg-12594	225	15	wrongly	wrongly	ADV
fuelectenerg-12594	225	16	as	as	ADP
fuelectenerg-12594	225	17	the	the	DET
fuelectenerg-12594	225	18	positive	positive	ADJ
fuelectenerg-12594	225	19	,	,	PUNCT
fuelectenerg-12594	225	20	whereas	whereas	SCONJ
fuelectenerg-12594	225	21	true	true	ADJ
fuelectenerg-12594	225	22	-	-	PUNCT
fuelectenerg-12594	225	23	positive	positive	ADJ
fuelectenerg-12594	225	24	rate	rate	NOUN
fuelectenerg-12594	225	25	is	be	AUX
fuelectenerg-12594	225	26	the	the	DET
fuelectenerg-12594	225	27	percentage	percentage	NOUN
fuelectenerg-12594	225	28	of	of	ADP
fuelectenerg-12594	225	29	positive	positive	ADJ
fuelectenerg-12594	225	30	occurrences	occurrence	NOUN
fuelectenerg-12594	225	31	which	which	PRON
fuelectenerg-12594	225	32	recognized	recognize	VERB
fuelectenerg-12594	225	33	accurately	accurately	ADV
fuelectenerg-12594	225	34	.	.	PUNCT
fuelectenerg-12594	226	1	when	when	SCONJ
fuelectenerg-12594	226	2	comparing	compare	VERB
fuelectenerg-12594	226	3	the	the	DET
fuelectenerg-12594	226	4	roc	roc	PROPN
fuelectenerg-12594	226	5	curves	curve	NOUN
fuelectenerg-12594	226	6	of	of	ADP
fuelectenerg-12594	226	7	both	both	DET
fuelectenerg-12594	226	8	models	model	NOUN
fuelectenerg-12594	226	9	,	,	PUNCT
fuelectenerg-12594	226	10	the	the	DET
fuelectenerg-12594	226	11	latter	latter	ADJ
fuelectenerg-12594	226	12	is	be	AUX
fuelectenerg-12594	226	13	more	more	ADV
fuelectenerg-12594	226	14	closely	closely	ADV
fuelectenerg-12594	226	15	aligned	align	VERB
fuelectenerg-12594	226	16	with	with	ADP
fuelectenerg-12594	226	17	the	the	DET
fuelectenerg-12594	226	18	top	top	ADV
fuelectenerg-12594	226	19	-	-	PUNCT
fuelectenerg-12594	226	20	left	left	ADJ
fuelectenerg-12594	226	21	corner	corner	NOUN
fuelectenerg-12594	226	22	.	.	PUNCT
fuelectenerg-12594	227	1	an	an	DET
fuelectenerg-12594	227	2	evaluation	evaluation	NOUN
fuelectenerg-12594	227	3	statistic	statistic	NOUN
fuelectenerg-12594	227	4	that	that	PRON
fuelectenerg-12594	227	5	measures	measure	VERB
fuelectenerg-12594	227	6	the	the	DET
fuelectenerg-12594	227	7	classifier	classifier	NOUN
fuelectenerg-12594	227	8	's	's	PART
fuelectenerg-12594	227	9	effectiveness	effectiveness	NOUN
fuelectenerg-12594	227	10	in	in	ADP
fuelectenerg-12594	227	11	differentiating	differentiate	VERB
fuelectenerg-12594	227	12	between	between	ADP
fuelectenerg-12594	227	13	positive	positive	ADJ
fuelectenerg-12594	227	14	and	and	CCONJ
fuelectenerg-12594	227	15	negative	negative	ADJ
fuelectenerg-12594	227	16	examples	example	NOUN
fuelectenerg-12594	227	17	is	be	AUX
fuelectenerg-12594	227	18	auc	auc	ADJ
fuelectenerg-12594	227	19	.	.	PUNCT
fuelectenerg-12594	228	1	a	a	DET
fuelectenerg-12594	228	2	classification	classification	NOUN
fuelectenerg-12594	228	3	model	model	NOUN
fuelectenerg-12594	228	4	having	have	VERB
fuelectenerg-12594	228	5	an	an	DET
fuelectenerg-12594	228	6	auc	auc	NOUN
fuelectenerg-12594	228	7	of	of	ADP
fuelectenerg-12594	228	8	1	1	NUM
fuelectenerg-12594	228	9	achieves	achieve	VERB
fuelectenerg-12594	228	10	perfect	perfect	ADJ
fuelectenerg-12594	228	11	discrimination	discrimination	NOUN
fuelectenerg-12594	228	12	,	,	PUNCT
fuelectenerg-12594	228	13	whereas	whereas	SCONJ
fuelectenerg-12594	228	14	another	another	PRON
fuelectenerg-12594	228	15	having	have	VERB
fuelectenerg-12594	228	16	an	an	DET
fuelectenerg-12594	228	17	auc	auc	NOUN
fuelectenerg-12594	228	18	of	of	ADP
fuelectenerg-12594	228	19	0.5	0.5	NUM
fuelectenerg-12594	228	20	shows	show	NOUN
fuelectenerg-12594	228	21	performance	performance	NOUN
fuelectenerg-12594	228	22	at	at	ADP
fuelectenerg-12594	228	23	the	the	DET
fuelectenerg-12594	228	24	chance	chance	NOUN
fuelectenerg-12594	228	25	level	level	NOUN
fuelectenerg-12594	228	26	and	and	CCONJ
fuelectenerg-12594	228	27	makes	make	VERB
fuelectenerg-12594	228	28	random	random	ADJ
fuelectenerg-12594	228	29	predictions	prediction	NOUN
fuelectenerg-12594	228	30	.	.	PUNCT
fuelectenerg-12594	229	1	we	we	PRON
fuelectenerg-12594	229	2	get	get	VERB
fuelectenerg-12594	229	3	an	an	DET
fuelectenerg-12594	229	4	auc	auc	NOUN
fuelectenerg-12594	229	5	of	of	ADP
fuelectenerg-12594	229	6	0.99	0.99	NUM
fuelectenerg-12594	229	7	for	for	ADP
fuelectenerg-12594	229	8	the	the	DET
fuelectenerg-12594	229	9	ensemble	ensemble	ADV
fuelectenerg-12594	229	10	-	-	PUNCT
fuelectenerg-12594	229	11	based	base	VERB
fuelectenerg-12594	229	12	rusboosted	rusboosted	ADJ
fuelectenerg-12594	229	13	decision	decision	NOUN
fuelectenerg-12594	229	14	trees	tree	NOUN
fuelectenerg-12594	229	15	,	,	PUNCT
fuelectenerg-12594	229	16	and	and	CCONJ
fuelectenerg-12594	229	17	0.90	0.90	NUM
fuelectenerg-12594	229	18	for	for	ADP
fuelectenerg-12594	229	19	the	the	DET
fuelectenerg-12594	229	20	ensemble	ensemble	ADV
fuelectenerg-12594	229	21	-	-	PUNCT
fuelectenerg-12594	229	22	based	base	VERB
fuelectenerg-12594	229	23	random	random	ADJ
fuelectenerg-12594	229	24	subspace	subspace	NOUN
fuelectenerg-12594	229	25	discriminant	discriminant	NOUN
fuelectenerg-12594	229	26	.	.	PUNCT
fuelectenerg-12594	230	1	according	accord	VERB
fuelectenerg-12594	230	2	to	to	ADP
fuelectenerg-12594	230	3	the	the	DET
fuelectenerg-12594	230	4	results	result	NOUN
fuelectenerg-12594	230	5	,	,	PUNCT
fuelectenerg-12594	230	6	when	when	SCONJ
fuelectenerg-12594	230	7	comparing	compare	VERB
fuelectenerg-12594	230	8	the	the	DET
fuelectenerg-12594	230	9	two	two	NUM
fuelectenerg-12594	230	10	methods	method	NOUN
fuelectenerg-12594	230	11	,	,	PUNCT
fuelectenerg-12594	230	12	the	the	DET
fuelectenerg-12594	230	13	ensemble	ensemble	ADJ
fuelectenerg-12594	230	14	based	base	VERB
fuelectenerg-12594	230	15	rusboosted	rusboosted	ADJ
fuelectenerg-12594	230	16	decision	decision	NOUN
fuelectenerg-12594	230	17	tree	tree	NOUN
fuelectenerg-12594	230	18	appears	appear	VERB
fuelectenerg-12594	230	19	to	to	PART
fuelectenerg-12594	230	20	be	be	AUX
fuelectenerg-12594	230	21	more	more	ADV
fuelectenerg-12594	230	22	capable	capable	ADJ
fuelectenerg-12594	230	23	of	of	ADP
fuelectenerg-12594	230	24	accurately	accurately	ADV
fuelectenerg-12594	230	25	distinguishing	distinguish	VERB
fuelectenerg-12594	230	26	between	between	ADP
fuelectenerg-12594	230	27	positive	positive	ADJ
fuelectenerg-12594	230	28	and	and	CCONJ
fuelectenerg-12594	230	29	negative	negative	ADJ
fuelectenerg-12594	230	30	scenarios	scenario	NOUN
fuelectenerg-12594	230	31	.	.	PUNCT
fuelectenerg-12594	231	1	overall	overall	ADV
fuelectenerg-12594	231	2	,	,	PUNCT
fuelectenerg-12594	231	3	the	the	DET
fuelectenerg-12594	231	4	evaluations	evaluation	NOUN
fuelectenerg-12594	231	5	show	show	VERB
fuelectenerg-12594	231	6	that	that	SCONJ
fuelectenerg-12594	231	7	when	when	SCONJ
fuelectenerg-12594	231	8	it	it	PRON
fuelectenerg-12594	231	9	comes	come	VERB
fuelectenerg-12594	231	10	to	to	ADP
fuelectenerg-12594	231	11	detecting	detect	VERB
fuelectenerg-12594	231	12	fatigue	fatigue	NOUN
fuelectenerg-12594	231	13	states	state	NOUN
fuelectenerg-12594	231	14	from	from	ADP
fuelectenerg-12594	231	15	eeg	eeg	NOUN
fuelectenerg-12594	231	16	signals	signal	NOUN
fuelectenerg-12594	231	17	,	,	PUNCT
fuelectenerg-12594	231	18	ensemble	ensemble	ADJ
fuelectenerg-12594	231	19	-	-	PUNCT
fuelectenerg-12594	231	20	based	base	VERB
fuelectenerg-12594	231	21	rusboosted	rusboosted	ADJ
fuelectenerg-12594	231	22	decision	decision	NOUN
fuelectenerg-12594	231	23	trees	tree	NOUN
fuelectenerg-12594	231	24	can	can	AUX
fuelectenerg-12594	231	25	work	work	VERB
fuelectenerg-12594	231	26	better	well	ADV
fuelectenerg-12594	231	27	than	than	ADP
fuelectenerg-12594	231	28	the	the	DET
fuelectenerg-12594	231	29	ensemble	ensemble	ADV
fuelectenerg-12594	231	30	-	-	PUNCT
fuelectenerg-12594	231	31	based	base	VERB
fuelectenerg-12594	231	32	random	random	ADJ
fuelectenerg-12594	231	33	subspace	subspace	NOUN
fuelectenerg-12594	231	34	discriminant	discriminant	NOUN
fuelectenerg-12594	231	35	.	.	PUNCT
fuelectenerg-12594	232	1	5	5	X
fuelectenerg-12594	232	2	.	.	X
fuelectenerg-12594	232	3	discussion	discussion	NOUN
fuelectenerg-12594	232	4	the	the	DET
fuelectenerg-12594	232	5	point	point	NOUN
fuelectenerg-12594	232	6	of	of	ADP
fuelectenerg-12594	232	7	this	this	DET
fuelectenerg-12594	232	8	study	study	NOUN
fuelectenerg-12594	232	9	is	be	AUX
fuelectenerg-12594	232	10	to	to	PART
fuelectenerg-12594	232	11	show	show	VERB
fuelectenerg-12594	232	12	how	how	SCONJ
fuelectenerg-12594	232	13	two	two	NUM
fuelectenerg-12594	232	14	new	new	ADJ
fuelectenerg-12594	232	15	ensemble	ensemble	ADJ
fuelectenerg-12594	232	16	models	model	NOUN
fuelectenerg-12594	232	17	can	can	AUX
fuelectenerg-12594	232	18	be	be	AUX
fuelectenerg-12594	232	19	used	use	VERB
fuelectenerg-12594	232	20	to	to	PART
fuelectenerg-12594	232	21	find	find	VERB
fuelectenerg-12594	232	22	states	state	NOUN
fuelectenerg-12594	232	23	of	of	ADP
fuelectenerg-12594	232	24	driver	driver	NOUN
fuelectenerg-12594	232	25	fatigue	fatigue	NOUN
fuelectenerg-12594	232	26	.	.	PUNCT
fuelectenerg-12594	233	1	in	in	ADP
fuelectenerg-12594	233	2	order	order	NOUN
fuelectenerg-12594	233	3	to	to	PART
fuelectenerg-12594	233	4	successfully	successfully	ADV
fuelectenerg-12594	233	5	achieve	achieve	VERB
fuelectenerg-12594	233	6	a	a	DET
fuelectenerg-12594	233	7	classification	classification	NOUN
fuelectenerg-12594	233	8	accuracy	accuracy	NOUN
fuelectenerg-12594	233	9	of	of	ADP
fuelectenerg-12594	233	10	98.53	98.53	NUM
fuelectenerg-12594	233	11	%	%	NOUN
fuelectenerg-12594	233	12	,	,	PUNCT
fuelectenerg-12594	233	13	the	the	DET
fuelectenerg-12594	233	14	ensemble	ensemble	ADV
fuelectenerg-12594	233	15	-	-	PUNCT
fuelectenerg-12594	233	16	based	base	VERB
fuelectenerg-12594	233	17	rusboosted	rusbooste	VERB
fuelectenerg-12594	233	18	decision	decision	NOUN
fuelectenerg-12594	233	19	trees	tree	NOUN
fuelectenerg-12594	233	20	model	model	NOUN
fuelectenerg-12594	233	21	is	be	AUX
fuelectenerg-12594	233	22	recommended	recommend	VERB
fuelectenerg-12594	233	23	to	to	PART
fuelectenerg-12594	233	24	use	use	VERB
fuelectenerg-12594	233	25	related	related	ADJ
fuelectenerg-12594	233	26	eeg	eeg	NOUN
fuelectenerg-12594	233	27	studies	study	NOUN
fuelectenerg-12594	233	28	.	.	PUNCT
fuelectenerg-12594	234	1	additionally	additionally	ADV
fuelectenerg-12594	234	2	,	,	PUNCT
fuelectenerg-12594	234	3	this	this	DET
fuelectenerg-12594	234	4	research	research	NOUN
fuelectenerg-12594	234	5	proposes	propose	VERB
fuelectenerg-12594	234	6	one	one	NUM
fuelectenerg-12594	234	7	model	model	NOUN
fuelectenerg-12594	234	8	,	,	PUNCT
fuelectenerg-12594	234	9	in	in	ADP
fuelectenerg-12594	234	10	comparison	comparison	NOUN
fuelectenerg-12594	234	11	to	to	ADP
fuelectenerg-12594	234	12	other	other	ADJ
fuelectenerg-12594	234	13	studies	study	NOUN
fuelectenerg-12594	234	14	conducted	conduct	VERB
fuelectenerg-12594	234	15	in	in	ADP
fuelectenerg-12594	234	16	this	this	DET
fuelectenerg-12594	234	17	area	area	NOUN
fuelectenerg-12594	234	18	.	.	PUNCT
fuelectenerg-12594	235	1	using	use	VERB
fuelectenerg-12594	235	2	an	an	DET
fuelectenerg-12594	235	3	electroencephalogram	electroencephalogram	NOUN
fuelectenerg-12594	235	4	(	(	PUNCT
fuelectenerg-12594	235	5	eeg	eeg	NOUN
fuelectenerg-12594	235	6	)	)	PUNCT
fuelectenerg-12594	235	7	signal	signal	NOUN
fuelectenerg-12594	235	8	,	,	PUNCT
fuelectenerg-12594	235	9	the	the	DET
fuelectenerg-12594	235	10	proposed	propose	VERB
fuelectenerg-12594	235	11	framework	framework	NOUN
fuelectenerg-12594	235	12	consists	consist	VERB
fuelectenerg-12594	235	13	of	of	ADP
fuelectenerg-12594	235	14	the	the	DET
fuelectenerg-12594	235	15	potentiality	potentiality	NOUN
fuelectenerg-12594	235	16	to	to	PART
fuelectenerg-12594	235	17	offer	offer	VERB
fuelectenerg-12594	235	18	a	a	DET
fuelectenerg-12594	235	19	unique	unique	ADJ
fuelectenerg-12594	235	20	method	method	NOUN
fuelectenerg-12594	235	21	for	for	ADP
fuelectenerg-12594	235	22	evaluating	evaluate	VERB
fuelectenerg-12594	235	23	the	the	DET
fuelectenerg-12594	235	24	degrees	degree	NOUN
fuelectenerg-12594	235	25	of	of	ADP
fuelectenerg-12594	235	26	normal	normal	ADJ
fuelectenerg-12594	235	27	or	or	CCONJ
fuelectenerg-12594	235	28	fatigue	fatigue	NOUN
fuelectenerg-12594	235	29	among	among	ADP
fuelectenerg-12594	235	30	the	the	DET
fuelectenerg-12594	235	31	vehicle	vehicle	NOUN
fuelectenerg-12594	235	32	drivers	driver	NOUN
fuelectenerg-12594	235	33	.	.	PUNCT
fuelectenerg-12594	236	1	this	this	PRON
fuelectenerg-12594	236	2	might	might	AUX
fuelectenerg-12594	236	3	be	be	AUX
fuelectenerg-12594	236	4	accomplished	accomplish	VERB
fuelectenerg-12594	236	5	through	through	ADP
fuelectenerg-12594	236	6	the	the	DET
fuelectenerg-12594	236	7	utilization	utilization	NOUN
fuelectenerg-12594	236	8	of	of	ADP
fuelectenerg-12594	236	9	the	the	DET
fuelectenerg-12594	236	10	system	system	NOUN
fuelectenerg-12594	236	11	.	.	PUNCT
fuelectenerg-12594	237	1	the	the	DET
fuelectenerg-12594	237	2	effectiveness	effectiveness	NOUN
fuelectenerg-12594	237	3	of	of	ADP
fuelectenerg-12594	237	4	the	the	DET
fuelectenerg-12594	237	5	proposed	propose	VERB
fuelectenerg-12594	237	6	model	model	NOUN
fuelectenerg-12594	237	7	is	be	AUX
fuelectenerg-12594	237	8	examined	examine	VERB
fuelectenerg-12594	237	9	in	in	ADP
fuelectenerg-12594	237	10	contrast	contrast	NOUN
fuelectenerg-12594	237	11	to	to	ADP
fuelectenerg-12594	237	12	earlier	early	ADJ
fuelectenerg-12594	237	13	research	research	NOUN
fuelectenerg-12594	237	14	on	on	ADP
fuelectenerg-12594	237	15	the	the	DET
fuelectenerg-12594	237	16	detection	detection	NOUN
fuelectenerg-12594	237	17	of	of	ADP
fuelectenerg-12594	237	18	fatigue	fatigue	NOUN
fuelectenerg-12594	237	19	,	,	PUNCT
fuelectenerg-12594	237	20	sleepiness	sleepiness	NOUN
fuelectenerg-12594	237	21	,	,	PUNCT
fuelectenerg-12594	237	22	and	and	CCONJ
fuelectenerg-12594	237	23	tiredness	tiredness	NOUN
fuelectenerg-12594	237	24	.	.	PUNCT
fuelectenerg-12594	238	1	as	as	SCONJ
fuelectenerg-12594	238	2	shown	show	VERB
fuelectenerg-12594	238	3	in	in	ADP
fuelectenerg-12594	238	4	table	table	NOUN
fuelectenerg-12594	238	5	2	2	NUM
fuelectenerg-12594	238	6	,	,	PUNCT
fuelectenerg-12594	238	7	a	a	DET
fuelectenerg-12594	238	8	number	number	NOUN
fuelectenerg-12594	238	9	of	of	ADP
fuelectenerg-12594	238	10	research	research	NOUN
fuelectenerg-12594	238	11	pieces	piece	NOUN
fuelectenerg-12594	238	12	have	have	AUX
fuelectenerg-12594	238	13	been	be	AUX
fuelectenerg-12594	238	14	conducted	conduct	VERB
fuelectenerg-12594	238	15	in	in	ADP
fuelectenerg-12594	238	16	order	order	NOUN
fuelectenerg-12594	238	17	to	to	PART
fuelectenerg-12594	238	18	determine	determine	VERB
fuelectenerg-12594	238	19	the	the	DET
fuelectenerg-12594	238	20	levels	level	NOUN
fuelectenerg-12594	238	21	of	of	ADP
fuelectenerg-12594	238	22	fatigue	fatigue	NOUN
fuelectenerg-12594	238	23	experienced	experience	VERB
fuelectenerg-12594	238	24	by	by	ADP
fuelectenerg-12594	238	25	drivers	driver	NOUN
fuelectenerg-12594	238	26	through	through	ADP
fuelectenerg-12594	238	27	the	the	DET
fuelectenerg-12594	238	28	utilization	utilization	NOUN
fuelectenerg-12594	238	29	of	of	ADP
fuelectenerg-12594	238	30	eeg	eeg	PROPN
fuelectenerg-12594	238	31	data	datum	NOUN
fuelectenerg-12594	238	32	.	.	PUNCT
fuelectenerg-12594	239	1	in	in	ADP
fuelectenerg-12594	239	2	conclusion	conclusion	NOUN
fuelectenerg-12594	239	3	,	,	PUNCT
fuelectenerg-12594	239	4	it	it	PRON
fuelectenerg-12594	239	5	is	be	AUX
fuelectenerg-12594	239	6	readily	readily	ADV
fuelectenerg-12594	239	7	apparent	apparent	ADJ
fuelectenerg-12594	239	8	that	that	SCONJ
fuelectenerg-12594	239	9	the	the	DET
fuelectenerg-12594	239	10	framework	framework	NOUN
fuelectenerg-12594	239	11	that	that	PRON
fuelectenerg-12594	239	12	we	we	PRON
fuelectenerg-12594	239	13	have	have	AUX
fuelectenerg-12594	239	14	proposed	propose	VERB
fuelectenerg-12594	239	15	demonstrates	demonstrate	VERB
fuelectenerg-12594	239	16	a	a	DET
fuelectenerg-12594	239	17	greater	great	ADJ
fuelectenerg-12594	239	18	level	level	NOUN
fuelectenerg-12594	239	19	of	of	ADP
fuelectenerg-12594	239	20	table	table	NOUN
fuelectenerg-12594	239	21	2	2	NUM
fuelectenerg-12594	239	22	comparison	comparison	NOUN
fuelectenerg-12594	239	23	of	of	ADP
fuelectenerg-12594	239	24	relevant	relevant	ADJ
fuelectenerg-12594	239	25	studies	study	NOUN
fuelectenerg-12594	239	26	concentrated	concentrate	VERB
fuelectenerg-12594	239	27	on	on	ADP
fuelectenerg-12594	239	28	identifying	identify	VERB
fuelectenerg-12594	239	29	fatigue	fatigue	NOUN
fuelectenerg-12594	239	30	states	state	NOUN
fuelectenerg-12594	239	31	references	reference	NOUN
fuelectenerg-12594	239	32	class	class	NOUN
fuelectenerg-12594	239	33	features	feature	VERB
fuelectenerg-12594	239	34	classification	classification	NOUN
fuelectenerg-12594	239	35	model	model	NOUN
fuelectenerg-12594	239	36	accuracy	accuracy	NOUN
fuelectenerg-12594	240	1	[	[	X
fuelectenerg-12594	240	2	48	48	NUM
fuelectenerg-12594	240	3	]	]	SYM
fuelectenerg-12594	240	4	2	2	NUM
fuelectenerg-12594	240	5	en	en	ADP
fuelectenerg-12594	240	6	knn	knn	PROPN
fuelectenerg-12594	240	7	88.74	88.74	NUM
fuelectenerg-12594	240	8	%	%	NOUN
fuelectenerg-12594	240	9	[	[	X
fuelectenerg-12594	240	10	49	49	NUM
fuelectenerg-12594	240	11	]	]	SYM
fuelectenerg-12594	240	12	2	2	NUM
fuelectenerg-12594	240	13	en	en	X
fuelectenerg-12594	240	14	svm	svm	PROPN
fuelectenerg-12594	240	15	86	86	NUM
fuelectenerg-12594	240	16	%	%	NOUN
fuelectenerg-12594	240	17	[	[	X
fuelectenerg-12594	240	18	50	50	NUM
fuelectenerg-12594	240	19	]	]	SYM
fuelectenerg-12594	240	20	2	2	NUM
fuelectenerg-12594	240	21	cn	cn	NOUN
fuelectenerg-12594	240	22	svm	svm	VERB
fuelectenerg-12594	240	23	94.40	94.40	NUM
fuelectenerg-12594	240	24	%	%	NOUN
fuelectenerg-12594	241	1	[	[	X
fuelectenerg-12594	241	2	51	51	NUM
fuelectenerg-12594	241	3	]	]	SYM
fuelectenerg-12594	241	4	2	2	NUM
fuelectenerg-12594	241	5	fd	fd	X
fuelectenerg-12594	241	6	nn	nn	X
fuelectenerg-12594	241	7	88.20	88.20	NUM
fuelectenerg-12594	241	8	%	%	NOUN
fuelectenerg-12594	241	9	[	[	X
fuelectenerg-12594	241	10	52	52	NUM
fuelectenerg-12594	241	11	]	]	SYM
fuelectenerg-12594	241	12	3	3	NUM
fuelectenerg-12594	241	13	fd	fd	NOUN
fuelectenerg-12594	241	14	svm	svm	VERB
fuelectenerg-12594	241	15	81.60	81.60	NUM
fuelectenerg-12594	241	16	%	%	NOUN
fuelectenerg-12594	241	17	[	[	X
fuelectenerg-12594	241	18	53	53	NUM
fuelectenerg-12594	241	19	]	]	SYM
fuelectenerg-12594	241	20	2	2	NUM
fuelectenerg-12594	241	21	en	en	X
fuelectenerg-12594	241	22	svm	svm	PROPN
fuelectenerg-12594	241	23	97	97	NUM
fuelectenerg-12594	241	24	%	%	NOUN
fuelectenerg-12594	241	25	[	[	X
fuelectenerg-12594	241	26	54	54	NUM
fuelectenerg-12594	241	27	]	]	SYM
fuelectenerg-12594	241	28	2	2	NUM
fuelectenerg-12594	241	29	fd	fd	X
fuelectenerg-12594	241	30	and	and	CCONJ
fuelectenerg-12594	241	31	en	en	X
fuelectenerg-12594	241	32	nn	nn	PROPN
fuelectenerg-12594	241	33	98.30	98.30	NUM
fuelectenerg-12594	241	34	%	%	NOUN
fuelectenerg-12594	241	35	[	[	X
fuelectenerg-12594	241	36	55	55	NUM
fuelectenerg-12594	241	37	]	]	SYM
fuelectenerg-12594	241	38	2	2	NUM
fuelectenerg-12594	241	39	fd	fd	NOUN
fuelectenerg-12594	241	40	sdbn	sdbn	NOUN
fuelectenerg-12594	241	41	90.60	90.60	NUM
fuelectenerg-12594	241	42	%	%	NOUN
fuelectenerg-12594	241	43	our	our	PRON
fuelectenerg-12594	241	44	proposed	propose	VERB
fuelectenerg-12594	241	45	method	method	NOUN
fuelectenerg-12594	241	46	2	2	NUM
fuelectenerg-12594	241	47	fd	fd	X
fuelectenerg-12594	241	48	(	(	PUNCT
fuelectenerg-12594	241	49	fast	fast	ADJ
fuelectenerg-12594	241	50	fourier	fourier	NOUN
fuelectenerg-12594	241	51	transformation	transformation	NOUN
fuelectenerg-12594	241	52	)	)	PUNCT
fuelectenerg-12594	241	53	ensemble	ensemble	NOUN
fuelectenerg-12594	241	54	-	-	PUNCT
fuelectenerg-12594	241	55	based	base	VERB
fuelectenerg-12594	241	56	rusboosted	rusboosted	ADJ
fuelectenerg-12594	241	57	decision	decision	NOUN
fuelectenerg-12594	241	58	tree	tree	NOUN
fuelectenerg-12594	241	59	98.53	98.53	NUM
fuelectenerg-12594	241	60	%	%	NOUN
fuelectenerg-12594	241	61	684	684	NUM
fuelectenerg-12594	241	62	m.	m.	NOUN
fuelectenerg-12594	241	63	m.	m.	PROPN
fuelectenerg-12594	241	64	hasan	hasan	PROPN
fuelectenerg-12594	241	65	,	,	PUNCT
fuelectenerg-12594	241	66	m.	m.	PROPN
fuelectenerg-12594	241	67	n.	n.	PROPN
fuelectenerg-12594	241	68	islam	islam	PROPN
fuelectenerg-12594	241	69	,	,	PUNCT
fuelectenerg-12594	241	70	s.	s.	PROPN
fuelectenerg-12594	241	71	khandaker	khandaker	PROPN
fuelectenerg-12594	241	72	,	,	PUNCT
fuelectenerg-12594	241	73	n.	n.	PROPN
fuelectenerg-12594	241	74	sulaiman	sulaiman	PROPN
fuelectenerg-12594	241	75	,	,	PUNCT
fuelectenerg-12594	241	76	a.	a.	PROPN
fuelectenerg-12594	241	77	islam	islam	PROPN
fuelectenerg-12594	241	78	,	,	PUNCT
fuelectenerg-12594	241	79	m.	m.	NOUN
fuelectenerg-12594	241	80	m.	m.	PROPN
fuelectenerg-12594	241	81	hossain	hossain	PROPN
fuelectenerg-12594	241	82	classification	classification	NOUN
fuelectenerg-12594	241	83	efficiency	efficiency	NOUN
fuelectenerg-12594	241	84	in	in	ADP
fuelectenerg-12594	241	85	comparison	comparison	NOUN
fuelectenerg-12594	241	86	to	to	ADP
fuelectenerg-12594	241	87	currently	currently	ADV
fuelectenerg-12594	241	88	existing	exist	VERB
fuelectenerg-12594	241	89	conventional	conventional	ADJ
fuelectenerg-12594	241	90	methods	method	NOUN
fuelectenerg-12594	241	91	for	for	ADP
fuelectenerg-12594	241	92	identifying	identify	VERB
fuelectenerg-12594	241	93	stages	stage	NOUN
fuelectenerg-12594	241	94	of	of	ADP
fuelectenerg-12594	241	95	fatigue	fatigue	NOUN
fuelectenerg-12594	241	96	among	among	ADP
fuelectenerg-12594	241	97	vehicle	vehicle	NOUN
fuelectenerg-12594	241	98	drivers	driver	NOUN
fuelectenerg-12594	241	99	.	.	PUNCT
fuelectenerg-12594	242	1	6	6	NUM
fuelectenerg-12594	242	2	.	.	X
fuelectenerg-12594	242	3	conclusion	conclusion	NOUN
fuelectenerg-12594	242	4	as	as	ADP
fuelectenerg-12594	242	5	a	a	DET
fuelectenerg-12594	242	6	result	result	NOUN
fuelectenerg-12594	242	7	of	of	ADP
fuelectenerg-12594	242	8	the	the	DET
fuelectenerg-12594	242	9	fact	fact	NOUN
fuelectenerg-12594	242	10	that	that	SCONJ
fuelectenerg-12594	242	11	driver	driver	NOUN
fuelectenerg-12594	242	12	’s	’s	PART
fuelectenerg-12594	242	13	fatigue	fatigue	NOUN
fuelectenerg-12594	242	14	is	be	AUX
fuelectenerg-12594	242	15	a	a	DET
fuelectenerg-12594	242	16	crucial	crucial	ADJ
fuelectenerg-12594	242	17	issue	issue	NOUN
fuelectenerg-12594	242	18	in	in	ADP
fuelectenerg-12594	242	19	crash	crash	NOUN
fuelectenerg-12594	242	20	prevention	prevention	NOUN
fuelectenerg-12594	242	21	due	due	ADP
fuelectenerg-12594	242	22	to	to	ADP
fuelectenerg-12594	242	23	its	its	PRON
fuelectenerg-12594	242	24	significant	significant	ADJ
fuelectenerg-12594	242	25	contribution	contribution	NOUN
fuelectenerg-12594	242	26	to	to	ADP
fuelectenerg-12594	242	27	a	a	DET
fuelectenerg-12594	242	28	high	high	ADJ
fuelectenerg-12594	242	29	number	number	NOUN
fuelectenerg-12594	242	30	of	of	ADP
fuelectenerg-12594	242	31	accidents	accident	NOUN
fuelectenerg-12594	242	32	and	and	CCONJ
fuelectenerg-12594	242	33	fatalities	fatality	NOUN
fuelectenerg-12594	242	34	each	each	DET
fuelectenerg-12594	242	35	year	year	NOUN
fuelectenerg-12594	242	36	.	.	PUNCT
fuelectenerg-12594	243	1	in	in	ADP
fuelectenerg-12594	243	2	addition	addition	NOUN
fuelectenerg-12594	243	3	to	to	ADP
fuelectenerg-12594	243	4	a	a	DET
fuelectenerg-12594	243	5	wide	wide	ADJ
fuelectenerg-12594	243	6	variety	variety	NOUN
fuelectenerg-12594	243	7	of	of	ADP
fuelectenerg-12594	243	8	subjective	subjective	ADJ
fuelectenerg-12594	243	9	and	and	CCONJ
fuelectenerg-12594	243	10	objective	objective	ADJ
fuelectenerg-12594	243	11	detection	detection	NOUN
fuelectenerg-12594	243	12	methods	method	NOUN
fuelectenerg-12594	243	13	,	,	PUNCT
fuelectenerg-12594	243	14	it	it	PRON
fuelectenerg-12594	243	15	has	have	AUX
fuelectenerg-12594	243	16	been	be	AUX
fuelectenerg-12594	243	17	determined	determine	VERB
fuelectenerg-12594	243	18	that	that	SCONJ
fuelectenerg-12594	243	19	the	the	DET
fuelectenerg-12594	243	20	use	use	NOUN
fuelectenerg-12594	243	21	of	of	ADP
fuelectenerg-12594	243	22	driver	driver	NOUN
fuelectenerg-12594	243	23	physiological	physiological	ADJ
fuelectenerg-12594	243	24	measures	measure	NOUN
fuelectenerg-12594	243	25	,	,	PUNCT
fuelectenerg-12594	243	26	more	more	ADV
fuelectenerg-12594	243	27	especially	especially	ADV
fuelectenerg-12594	243	28	electroencephalography	electroencephalography	NOUN
fuelectenerg-12594	243	29	(	(	PUNCT
fuelectenerg-12594	243	30	eeg	eeg	NOUN
fuelectenerg-12594	243	31	)	)	PUNCT
fuelectenerg-12594	243	32	,	,	PUNCT
fuelectenerg-12594	243	33	is	be	AUX
fuelectenerg-12594	243	34	a	a	DET
fuelectenerg-12594	243	35	reliable	reliable	ADJ
fuelectenerg-12594	243	36	method	method	NOUN
fuelectenerg-12594	243	37	for	for	ADP
fuelectenerg-12594	243	38	determining	determine	VERB
fuelectenerg-12594	243	39	the	the	DET
fuelectenerg-12594	243	40	levels	level	NOUN
fuelectenerg-12594	243	41	of	of	ADP
fuelectenerg-12594	243	42	alertness	alertness	NOUN
fuelectenerg-12594	243	43	or	or	CCONJ
fuelectenerg-12594	243	44	weariness	weariness	NOUN
fuelectenerg-12594	243	45	that	that	SCONJ
fuelectenerg-12594	243	46	drivers	driver	NOUN
fuelectenerg-12594	243	47	are	be	AUX
fuelectenerg-12594	243	48	experiencing	experience	VERB
fuelectenerg-12594	243	49	.	.	PUNCT
fuelectenerg-12594	244	1	this	this	DET
fuelectenerg-12594	244	2	study	study	NOUN
fuelectenerg-12594	244	3	indicates	indicate	VERB
fuelectenerg-12594	244	4	that	that	SCONJ
fuelectenerg-12594	244	5	it	it	PRON
fuelectenerg-12594	244	6	is	be	AUX
fuelectenerg-12594	244	7	possible	possible	ADJ
fuelectenerg-12594	244	8	to	to	PART
fuelectenerg-12594	244	9	discern	discern	VERB
fuelectenerg-12594	244	10	between	between	ADP
fuelectenerg-12594	244	11	states	state	NOUN
fuelectenerg-12594	244	12	of	of	ADP
fuelectenerg-12594	244	13	weariness	weariness	NOUN
fuelectenerg-12594	244	14	and	and	CCONJ
fuelectenerg-12594	244	15	alertness	alertness	NOUN
fuelectenerg-12594	244	16	by	by	ADP
fuelectenerg-12594	244	17	analyzing	analyze	VERB
fuelectenerg-12594	244	18	eeg	eeg	NOUN
fuelectenerg-12594	244	19	signal	signal	NOUN
fuelectenerg-12594	244	20	whilst	whilst	SCONJ
fuelectenerg-12594	244	21	engaging	engage	VERB
fuelectenerg-12594	244	22	throughout	throughout	ADP
fuelectenerg-12594	244	23	a	a	DET
fuelectenerg-12594	244	24	virtual	virtual	ADJ
fuelectenerg-12594	244	25	driving	driving	NOUN
fuelectenerg-12594	244	26	exercise	exercise	NOUN
fuelectenerg-12594	244	27	.	.	PUNCT
fuelectenerg-12594	245	1	following	follow	VERB
fuelectenerg-12594	245	2	the	the	DET
fuelectenerg-12594	245	3	execution	execution	NOUN
fuelectenerg-12594	245	4	of	of	ADP
fuelectenerg-12594	245	5	two	two	NUM
fuelectenerg-12594	245	6	ensemble	ensemble	ADJ
fuelectenerg-12594	245	7	-	-	PUNCT
fuelectenerg-12594	245	8	based	base	VERB
fuelectenerg-12594	245	9	classifiers	classifier	NOUN
fuelectenerg-12594	245	10	,	,	PUNCT
fuelectenerg-12594	245	11	the	the	DET
fuelectenerg-12594	245	12	feature	feature	NOUN
fuelectenerg-12594	245	13	collection	collection	NOUN
fuelectenerg-12594	245	14	procedure	procedure	NOUN
fuelectenerg-12594	245	15	included	include	VERB
fuelectenerg-12594	245	16	the	the	DET
fuelectenerg-12594	245	17	use	use	NOUN
fuelectenerg-12594	245	18	of	of	ADP
fuelectenerg-12594	245	19	fast	fast	ADJ
fuelectenerg-12594	245	20	fourier	fourier	NOUN
fuelectenerg-12594	245	21	transform	transform	NOUN
fuelectenerg-12594	245	22	(	(	PUNCT
fuelectenerg-12594	245	23	fft	fft	PROPN
fuelectenerg-12594	245	24	)	)	PUNCT
fuelectenerg-12594	245	25	.	.	PUNCT
fuelectenerg-12594	246	1	an	an	DET
fuelectenerg-12594	246	2	improved	improved	ADJ
fuelectenerg-12594	246	3	level	level	NOUN
fuelectenerg-12594	246	4	of	of	ADP
fuelectenerg-12594	246	5	classification	classification	NOUN
fuelectenerg-12594	246	6	accuracy	accuracy	NOUN
fuelectenerg-12594	246	7	,	,	PUNCT
fuelectenerg-12594	246	8	precisely	precisely	ADV
fuelectenerg-12594	246	9	98.53	98.53	NUM
fuelectenerg-12594	246	10	%	%	NOUN
fuelectenerg-12594	246	11	,	,	PUNCT
fuelectenerg-12594	246	12	is	be	AUX
fuelectenerg-12594	246	13	shown	show	VERB
fuelectenerg-12594	246	14	by	by	ADP
fuelectenerg-12594	246	15	the	the	DET
fuelectenerg-12594	246	16	final	final	ADJ
fuelectenerg-12594	246	17	suggested	suggest	VERB
fuelectenerg-12594	246	18	method	method	NOUN
fuelectenerg-12594	246	19	.	.	PUNCT
fuelectenerg-12594	247	1	the	the	DET
fuelectenerg-12594	247	2	findings	finding	NOUN
fuelectenerg-12594	247	3	from	from	ADP
fuelectenerg-12594	247	4	experiments	experiment	NOUN
fuelectenerg-12594	247	5	indicate	indicate	VERB
fuelectenerg-12594	247	6	that	that	SCONJ
fuelectenerg-12594	247	7	ensemble	ensemble	ADV
fuelectenerg-12594	247	8	-	-	PUNCT
fuelectenerg-12594	247	9	based	base	VERB
fuelectenerg-12594	247	10	rusboosted	rusbooste	VERB
fuelectenerg-12594	247	11	decision	decision	NOUN
fuelectenerg-12594	247	12	trees	tree	NOUN
fuelectenerg-12594	247	13	possess	possess	VERB
fuelectenerg-12594	247	14	the	the	DET
fuelectenerg-12594	247	15	ability	ability	NOUN
fuelectenerg-12594	247	16	to	to	PART
fuelectenerg-12594	247	17	significantly	significantly	ADV
fuelectenerg-12594	247	18	enhance	enhance	VERB
fuelectenerg-12594	247	19	the	the	DET
fuelectenerg-12594	247	20	identification	identification	NOUN
fuelectenerg-12594	247	21	of	of	ADP
fuelectenerg-12594	247	22	driver	driver	NOUN
fuelectenerg-12594	247	23	fatigue	fatigue	NOUN
fuelectenerg-12594	247	24	states	state	NOUN
fuelectenerg-12594	247	25	using	use	VERB
fuelectenerg-12594	247	26	eeg	eeg	NOUN
fuelectenerg-12594	247	27	signals	signal	NOUN
fuelectenerg-12594	247	28	.	.	PUNCT
fuelectenerg-12594	248	1	for	for	ADP
fuelectenerg-12594	248	2	our	our	PRON
fuelectenerg-12594	248	3	upcoming	upcoming	ADJ
fuelectenerg-12594	248	4	research	research	NOUN
fuelectenerg-12594	248	5	,	,	PUNCT
fuelectenerg-12594	248	6	we	we	PRON
fuelectenerg-12594	248	7	plan	plan	VERB
fuelectenerg-12594	248	8	to	to	PART
fuelectenerg-12594	248	9	develop	develop	VERB
fuelectenerg-12594	248	10	a	a	DET
fuelectenerg-12594	248	11	real	real	ADJ
fuelectenerg-12594	248	12	-	-	PUNCT
fuelectenerg-12594	248	13	time	time	NOUN
fuelectenerg-12594	248	14	feedback	feedback	NOUN
fuelectenerg-12594	248	15	system	system	NOUN
fuelectenerg-12594	248	16	by	by	ADP
fuelectenerg-12594	248	17	utilizing	utilize	VERB
fuelectenerg-12594	248	18	ensemble	ensemble	ADJ
fuelectenerg-12594	248	19	based	base	VERB
fuelectenerg-12594	248	20	machine	machine	NOUN
fuelectenerg-12594	248	21	learning	learning	NOUN
fuelectenerg-12594	248	22	technique	technique	NOUN
fuelectenerg-12594	248	23	.	.	PUNCT
fuelectenerg-12594	249	1	acknowledgement	acknowledgement	NOUN
fuelectenerg-12594	249	2	:	:	PUNCT
fuelectenerg-12594	249	3	the	the	DET
fuelectenerg-12594	249	4	authors	author	NOUN
fuelectenerg-12594	249	5	are	be	AUX
fuelectenerg-12594	249	6	grateful	grateful	ADJ
fuelectenerg-12594	249	7	to	to	ADP
fuelectenerg-12594	249	8	the	the	DET
fuelectenerg-12594	249	9	faculty	faculty	NOUN
fuelectenerg-12594	249	10	of	of	ADP
fuelectenerg-12594	249	11	electrical	electrical	ADJ
fuelectenerg-12594	249	12	and	and	CCONJ
fuelectenerg-12594	249	13	electronics	electronic	NOUN
fuelectenerg-12594	249	14	engineering	engineering	NOUN
fuelectenerg-12594	249	15	technology	technology	NOUN
fuelectenerg-12594	249	16	at	at	ADP
fuelectenerg-12594	249	17	universiti	universiti	PROPN
fuelectenerg-12594	249	18	malaysia	malaysia	PROPN
fuelectenerg-12594	249	19	pahang	pahang	PROPN
fuelectenerg-12594	249	20	al	al	PROPN
fuelectenerg-12594	249	21	-	-	PROPN
fuelectenerg-12594	249	22	sultan	sultan	PROPN
fuelectenerg-12594	249	23	abdullah	abdullah	PROPN
fuelectenerg-12594	249	24	for	for	ADP
fuelectenerg-12594	249	25	their	their	PRON
fuelectenerg-12594	249	26	cooperation	cooperation	NOUN
fuelectenerg-12594	249	27	in	in	ADP
fuelectenerg-12594	249	28	providing	provide	VERB
fuelectenerg-12594	249	29	the	the	DET
fuelectenerg-12594	249	30	necessary	necessary	ADJ
fuelectenerg-12594	249	31	resources	resource	NOUN
fuelectenerg-12594	249	32	(	(	PUNCT
fuelectenerg-12594	249	33	research	research	NOUN
fuelectenerg-12594	249	34	grant	grant	NOUN
fuelectenerg-12594	249	35	,	,	PUNCT
fuelectenerg-12594	249	36	pdu233212	pdu233212	NOUN
fuelectenerg-12594	249	37	)	)	PUNCT
fuelectenerg-12594	249	38	and	and	CCONJ
fuelectenerg-12594	249	39	access	access	NOUN
fuelectenerg-12594	249	40	to	to	ADP
fuelectenerg-12594	249	41	the	the	DET
fuelectenerg-12594	249	42	labs	lab	NOUN
fuelectenerg-12594	249	43	for	for	ADP
fuelectenerg-12594	249	44	the	the	DET
fuelectenerg-12594	249	45	purpose	purpose	NOUN
fuelectenerg-12594	249	46	of	of	ADP
fuelectenerg-12594	249	47	this	this	DET
fuelectenerg-12594	249	48	research	research	NOUN
fuelectenerg-12594	249	49	.	.	PUNCT
fuelectenerg-12594	250	1	references	reference	NOUN
fuelectenerg-12594	250	2	[	[	X
fuelectenerg-12594	250	3	1	1	X
fuelectenerg-12594	250	4	]	]	PUNCT
fuelectenerg-12594	250	5	who	who	PRON
fuelectenerg-12594	250	6	,	,	PUNCT
fuelectenerg-12594	250	7	"	"	PUNCT
fuelectenerg-12594	250	8	global	global	ADJ
fuelectenerg-12594	250	9	status	status	NOUN
fuelectenerg-12594	250	10	report	report	NOUN
fuelectenerg-12594	250	11	on	on	ADP
fuelectenerg-12594	250	12	road	road	NOUN
fuelectenerg-12594	250	13	safety	safety	NOUN
fuelectenerg-12594	250	14	 	 	SPACE
fuelectenerg-12594	250	15	:	:	PUNCT
fuelectenerg-12594	250	16	time	time	NOUN
fuelectenerg-12594	250	17	for	for	ADP
fuelectenerg-12594	250	18	action	action	NOUN
fuelectenerg-12594	250	19	"	"	PUNCT
fuelectenerg-12594	250	20	,	,	PUNCT
fuelectenerg-12594	250	21	who	who	PRON
fuelectenerg-12594	250	22	press	press	VERB
fuelectenerg-12594	250	23	.	.	PUNCT
fuelectenerg-12594	251	1	accessed	access	VERB
fuelectenerg-12594	251	2	:	:	PUNCT
fuelectenerg-12594	251	3	may	may	AUX
fuelectenerg-12594	251	4	01	01	NUM
fuelectenerg-12594	251	5	,	,	PUNCT
fuelectenerg-12594	251	6	2024	2024	NUM
fuelectenerg-12594	251	7	.	.	PUNCT
fuelectenerg-12594	252	1	[	[	X
fuelectenerg-12594	252	2	online	online	X
fuelectenerg-12594	252	3	]	]	X
fuelectenerg-12594	252	4	.	.	PUNCT
fuelectenerg-12594	253	1	available	available	ADJ
fuelectenerg-12594	253	2	:	:	PUNCT
fuelectenerg-12594	253	3	https://www.who.int/news-room/fact-sheets/detail/road-traffic-injuries	https://www.who.int/news-room/fact-sheets/detail/road-traffic-injurie	VERB
fuelectenerg-12594	254	1	[	[	X
fuelectenerg-12594	254	2	2	2	X
fuelectenerg-12594	254	3	]	]	PUNCT
fuelectenerg-12594	254	4	l.	l.	PROPN
fuelectenerg-12594	254	5	chen	chen	PROPN
fuelectenerg-12594	254	6	et	et	PROPN
fuelectenerg-12594	254	7	al	al	PROPN
fuelectenerg-12594	254	8	.	.	PROPN
fuelectenerg-12594	254	9	,	,	PUNCT
fuelectenerg-12594	254	10	"	"	PUNCT
fuelectenerg-12594	254	11	driver	driver	NOUN
fuelectenerg-12594	254	12	fatigue	fatigue	NOUN
fuelectenerg-12594	254	13	detection	detection	NOUN
fuelectenerg-12594	254	14	via	via	ADP
fuelectenerg-12594	254	15	differential	differential	ADJ
fuelectenerg-12594	254	16	evolution	evolution	NOUN
fuelectenerg-12594	254	17	extreme	extreme	ADJ
fuelectenerg-12594	254	18	learning	learning	NOUN
fuelectenerg-12594	254	19	machine	machine	NOUN
fuelectenerg-12594	254	20	technique	technique	NOUN
fuelectenerg-12594	254	21	"	"	PUNCT
fuelectenerg-12594	254	22	,	,	PUNCT
fuelectenerg-12594	254	23	electronics	electronic	NOUN
fuelectenerg-12594	254	24	,	,	PUNCT
fuelectenerg-12594	254	25	vol	vol	NOUN
fuelectenerg-12594	254	26	.	.	NOUN
fuelectenerg-12594	254	27	9	9	NUM
fuelectenerg-12594	254	28	,	,	PUNCT
fuelectenerg-12594	254	29	no	no	INTJ
fuelectenerg-12594	254	30	.	.	NOUN
fuelectenerg-12594	254	31	11	11	NUM
fuelectenerg-12594	254	32	,	,	PUNCT
fuelectenerg-12594	254	33	p.	p.	NOUN
fuelectenerg-12594	254	34	1850	1850	NUM
fuelectenerg-12594	254	35	,	,	PUNCT
fuelectenerg-12594	254	36	nov	nov	PROPN
fuelectenerg-12594	254	37	.	.	PROPN
fuelectenerg-12594	254	38	2020	2020	NUM
fuelectenerg-12594	254	39	.	.	PUNCT
fuelectenerg-12594	255	1	[	[	X
fuelectenerg-12594	255	2	3	3	X
fuelectenerg-12594	255	3	]	]	X
fuelectenerg-12594	255	4	h.	h.	PROPN
fuelectenerg-12594	255	5	wang	wang	PROPN
fuelectenerg-12594	255	6	,	,	PUNCT
fuelectenerg-12594	255	7	a.	a.	PROPN
fuelectenerg-12594	255	8	dragomir	dragomir	PROPN
fuelectenerg-12594	255	9	,	,	PUNCT
fuelectenerg-12594	255	10	n.	n.	PROPN
fuelectenerg-12594	255	11	i.	i.	PROPN
fuelectenerg-12594	255	12	abbasi	abbasi	PROPN
fuelectenerg-12594	255	13	,	,	PUNCT
fuelectenerg-12594	255	14	j.	j.	PROPN
fuelectenerg-12594	255	15	li	li	PROPN
fuelectenerg-12594	255	16	,	,	PUNCT
fuelectenerg-12594	255	17	n.	n.	PROPN
fuelectenerg-12594	255	18	v.	v.	ADP
fuelectenerg-12594	255	19	thakor	thakor	PROPN
fuelectenerg-12594	255	20	,	,	PUNCT
fuelectenerg-12594	255	21	and	and	CCONJ
fuelectenerg-12594	255	22	a.	a.	NOUN
fuelectenerg-12594	255	23	bezerianos	bezerianos	PROPN
fuelectenerg-12594	255	24	,	,	PUNCT
fuelectenerg-12594	255	25	"	"	PUNCT
fuelectenerg-12594	255	26	a	a	DET
fuelectenerg-12594	255	27	novel	novel	ADJ
fuelectenerg-12594	255	28	real	real	ADJ
fuelectenerg-12594	255	29	-	-	PUNCT
fuelectenerg-12594	255	30	time	time	NOUN
fuelectenerg-12594	255	31	driving	drive	VERB
fuelectenerg-12594	255	32	fatigue	fatigue	NOUN
fuelectenerg-12594	255	33	detection	detection	NOUN
fuelectenerg-12594	255	34	system	system	NOUN
fuelectenerg-12594	255	35	based	base	VERB
fuelectenerg-12594	255	36	on	on	ADP
fuelectenerg-12594	255	37	wireless	wireless	ADJ
fuelectenerg-12594	255	38	dry	dry	ADJ
fuelectenerg-12594	255	39	eeg	eeg	NOUN
fuelectenerg-12594	255	40	"	"	PUNCT
fuelectenerg-12594	255	41	,	,	PUNCT
fuelectenerg-12594	255	42	cogn	cogn	ADJ
fuelectenerg-12594	255	43	neurodyn	neurodyn	NOUN
fuelectenerg-12594	255	44	,	,	PUNCT
fuelectenerg-12594	255	45	vol	vol	NOUN
fuelectenerg-12594	255	46	.	.	PROPN
fuelectenerg-12594	255	47	12	12	NUM
fuelectenerg-12594	255	48	,	,	PUNCT
fuelectenerg-12594	255	49	no	no	INTJ
fuelectenerg-12594	255	50	.	.	NOUN
fuelectenerg-12594	255	51	4	4	NUM
fuelectenerg-12594	255	52	,	,	PUNCT
fuelectenerg-12594	255	53	pp	pp	ADJ
fuelectenerg-12594	255	54	.	.	PUNCT
fuelectenerg-12594	256	1	365–376	365–376	NUM
fuelectenerg-12594	256	2	,	,	PUNCT
fuelectenerg-12594	256	3	aug	aug	PROPN
fuelectenerg-12594	256	4	.	.	PROPN
fuelectenerg-12594	256	5	2018	2018	NUM
fuelectenerg-12594	256	6	.	.	PUNCT
fuelectenerg-12594	257	1	[	[	X
fuelectenerg-12594	257	2	4	4	NUM
fuelectenerg-12594	257	3	]	]	PUNCT
fuelectenerg-12594	257	4	m.	m.	NOUN
fuelectenerg-12594	257	5	m.	m.	PROPN
fuelectenerg-12594	257	6	hasan	hasan	PROPN
fuelectenerg-12594	257	7	,	,	PUNCT
fuelectenerg-12594	257	8	m.	m.	NOUN
fuelectenerg-12594	257	9	m.	m.	PROPN
fuelectenerg-12594	257	10	hossain	hossain	PROPN
fuelectenerg-12594	257	11	,	,	PUNCT
fuelectenerg-12594	257	12	n.	n.	PROPN
fuelectenerg-12594	257	13	sulaiman	sulaiman	PROPN
fuelectenerg-12594	257	14	,	,	PUNCT
fuelectenerg-12594	257	15	and	and	CCONJ
fuelectenerg-12594	257	16	s.	s.	PROPN
fuelectenerg-12594	257	17	khandaker	khandaker	PROPN
fuelectenerg-12594	257	18	,	,	PUNCT
fuelectenerg-12594	257	19	"	"	PUNCT
fuelectenerg-12594	257	20	microsleep	microsleep	PROPN
fuelectenerg-12594	257	21	predicting	predict	VERB
fuelectenerg-12594	257	22	comparison	comparison	NOUN
fuelectenerg-12594	257	23	between	between	ADP
fuelectenerg-12594	257	24	lstm	lstm	NOUN
fuelectenerg-12594	257	25	and	and	CCONJ
fuelectenerg-12594	257	26	ann	ann	PROPN
fuelectenerg-12594	257	27	based	base	VERB
fuelectenerg-12594	257	28	on	on	ADP
fuelectenerg-12594	257	29	the	the	DET
fuelectenerg-12594	257	30	analysis	analysis	NOUN
fuelectenerg-12594	257	31	of	of	ADP
fuelectenerg-12594	257	32	time	time	NOUN
fuelectenerg-12594	257	33	series	series	PROPN
fuelectenerg-12594	257	34	eeg	eeg	PROPN
fuelectenerg-12594	257	35	signal	signal	NOUN
fuelectenerg-12594	257	36	"	"	PUNCT
fuelectenerg-12594	257	37	,	,	PUNCT
fuelectenerg-12594	257	38	jtec	jtec	ADJ
fuelectenerg-12594	257	39	,	,	PUNCT
fuelectenerg-12594	257	40	vol	vol	NOUN
fuelectenerg-12594	257	41	.	.	PROPN
fuelectenerg-12594	257	42	16	16	NUM
fuelectenerg-12594	257	43	,	,	PUNCT
fuelectenerg-12594	257	44	no	no	INTJ
fuelectenerg-12594	257	45	.	.	NOUN
fuelectenerg-12594	257	46	1	1	NUM
fuelectenerg-12594	257	47	,	,	PUNCT
fuelectenerg-12594	257	48	pp	pp	ADJ
fuelectenerg-12594	257	49	.	.	PUNCT
fuelectenerg-12594	258	1	25–31	25–31	NUM
fuelectenerg-12594	258	2	,	,	PUNCT
fuelectenerg-12594	258	3	mar	mar	PROPN
fuelectenerg-12594	258	4	.	.	PROPN
fuelectenerg-12594	258	5	2024	2024	NUM
fuelectenerg-12594	258	6	.	.	PUNCT
fuelectenerg-12594	259	1	[	[	X
fuelectenerg-12594	259	2	5	5	NUM
fuelectenerg-12594	259	3	]	]	PUNCT
fuelectenerg-12594	259	4	m.	m.	NOUN
fuelectenerg-12594	259	5	ramzan	ramzan	PROPN
fuelectenerg-12594	259	6	,	,	PUNCT
fuelectenerg-12594	259	7	h.	h.	PROPN
fuelectenerg-12594	259	8	u.	u.	PROPN
fuelectenerg-12594	259	9	khan	khan	PROPN
fuelectenerg-12594	259	10	,	,	PUNCT
fuelectenerg-12594	259	11	s.	s.	PROPN
fuelectenerg-12594	259	12	m.	m.	PROPN
fuelectenerg-12594	259	13	awan	awan	PROPN
fuelectenerg-12594	259	14	,	,	PUNCT
fuelectenerg-12594	259	15	a.	a.	NOUN
fuelectenerg-12594	259	16	ismail	ismail	PROPN
fuelectenerg-12594	259	17	,	,	PUNCT
fuelectenerg-12594	259	18	m.	m.	NOUN
fuelectenerg-12594	259	19	ilyas	ilyas	PROPN
fuelectenerg-12594	259	20	,	,	PUNCT
fuelectenerg-12594	259	21	and	and	CCONJ
fuelectenerg-12594	259	22	a.	a.	NOUN
fuelectenerg-12594	259	23	mahmood	mahmood	PROPN
fuelectenerg-12594	259	24	,	,	PUNCT
fuelectenerg-12594	259	25	"	"	PUNCT
fuelectenerg-12594	259	26	a	a	DET
fuelectenerg-12594	259	27	survey	survey	NOUN
fuelectenerg-12594	259	28	on	on	ADP
fuelectenerg-12594	259	29	state	state	NOUN
fuelectenerg-12594	259	30	-	-	PUNCT
fuelectenerg-12594	259	31	of	of	ADP
fuelectenerg-12594	259	32	-	-	PUNCT
fuelectenerg-12594	259	33	theart	theart	NOUN
fuelectenerg-12594	259	34	drowsiness	drowsiness	NOUN
fuelectenerg-12594	259	35	detection	detection	NOUN
fuelectenerg-12594	259	36	techniques	technique	NOUN
fuelectenerg-12594	259	37	"	"	PUNCT
fuelectenerg-12594	259	38	,	,	PUNCT
fuelectenerg-12594	259	39	ieee	ieee	NOUN
fuelectenerg-12594	259	40	access	access	NOUN
fuelectenerg-12594	259	41	,	,	PUNCT
fuelectenerg-12594	259	42	vol	vol	NOUN
fuelectenerg-12594	259	43	.	.	PROPN
fuelectenerg-12594	259	44	7	7	NUM
fuelectenerg-12594	259	45	,	,	PUNCT
fuelectenerg-12594	259	46	pp	pp	ADJ
fuelectenerg-12594	259	47	.	.	PUNCT
fuelectenerg-12594	260	1	61904–61919	61904–61919	NOUN
fuelectenerg-12594	260	2	,	,	PUNCT
fuelectenerg-12594	260	3	2019	2019	NUM
fuelectenerg-12594	260	4	.	.	PUNCT
fuelectenerg-12594	261	1	[	[	X
fuelectenerg-12594	261	2	6	6	NUM
fuelectenerg-12594	261	3	]	]	PUNCT
fuelectenerg-12594	261	4	m.	m.	NOUN
fuelectenerg-12594	261	5	q.	q.	PROPN
fuelectenerg-12594	261	6	khan	khan	PROPN
fuelectenerg-12594	261	7	and	and	CCONJ
fuelectenerg-12594	261	8	s.	s.	PROPN
fuelectenerg-12594	261	9	lee	lee	PROPN
fuelectenerg-12594	261	10	,	,	PUNCT
fuelectenerg-12594	261	11	"	"	PUNCT
fuelectenerg-12594	261	12	a	a	DET
fuelectenerg-12594	261	13	comprehensive	comprehensive	ADJ
fuelectenerg-12594	261	14	survey	survey	NOUN
fuelectenerg-12594	261	15	of	of	ADP
fuelectenerg-12594	261	16	driving	drive	VERB
fuelectenerg-12594	261	17	monitoring	monitoring	NOUN
fuelectenerg-12594	261	18	and	and	CCONJ
fuelectenerg-12594	261	19	assistance	assistance	NOUN
fuelectenerg-12594	261	20	systems	system	NOUN
fuelectenerg-12594	261	21	"	"	PUNCT
fuelectenerg-12594	261	22	,	,	PUNCT
fuelectenerg-12594	261	23	sensors	sensor	NOUN
fuelectenerg-12594	261	24	,	,	PUNCT
fuelectenerg-12594	261	25	vol	vol	NOUN
fuelectenerg-12594	261	26	.	.	PROPN
fuelectenerg-12594	261	27	19	19	NUM
fuelectenerg-12594	261	28	,	,	PUNCT
fuelectenerg-12594	261	29	no	no	INTJ
fuelectenerg-12594	261	30	.	.	NOUN
fuelectenerg-12594	261	31	11	11	NUM
fuelectenerg-12594	261	32	,	,	PUNCT
fuelectenerg-12594	261	33	p.	p.	NOUN
fuelectenerg-12594	261	34	2574	2574	NUM
fuelectenerg-12594	261	35	,	,	PUNCT
fuelectenerg-12594	261	36	jun	jun	PROPN
fuelectenerg-12594	261	37	.	.	PROPN
fuelectenerg-12594	261	38	2019	2019	NUM
fuelectenerg-12594	261	39	.	.	PUNCT
fuelectenerg-12594	262	1	[	[	X
fuelectenerg-12594	262	2	7	7	X
fuelectenerg-12594	262	3	]	]	PUNCT
fuelectenerg-12594	262	4	a.u.i	a.u.i	ADJ
fuelectenerg-12594	262	5	rafid	rafid	ADJ
fuelectenerg-12594	262	6	,	,	PUNCT
fuelectenerg-12594	262	7	a.	a.	NOUN
fuelectenerg-12594	262	8	raha	raha	PROPN
fuelectenerg-12594	262	9	niloy	niloy	PROPN
fuelectenerg-12594	262	10	,	,	PUNCT
fuelectenerg-12594	262	11	a.	a.	PROPN
fuelectenerg-12594	262	12	i.	i.	PROPN
fuelectenerg-12594	262	13	chowdhury	chowdhury	PROPN
fuelectenerg-12594	262	14	,	,	PUNCT
fuelectenerg-12594	262	15	and	and	CCONJ
fuelectenerg-12594	262	16	n.	n.	PROPN
fuelectenerg-12594	262	17	sharmin	sharmin	PROPN
fuelectenerg-12594	262	18	,	,	PUNCT
fuelectenerg-12594	262	19	"	"	PUNCT
fuelectenerg-12594	262	20	a	a	DET
fuelectenerg-12594	262	21	brief	brief	ADJ
fuelectenerg-12594	262	22	review	review	NOUN
fuelectenerg-12594	262	23	on	on	ADP
fuelectenerg-12594	262	24	different	different	ADJ
fuelectenerg-12594	262	25	driver	driver	NOUN
fuelectenerg-12594	262	26	’s	’s	PART
fuelectenerg-12594	262	27	drowsiness	drowsiness	NOUN
fuelectenerg-12594	262	28	detection	detection	NOUN
fuelectenerg-12594	262	29	techniques	technique	NOUN
fuelectenerg-12594	262	30	"	"	PUNCT
fuelectenerg-12594	262	31	ijigsp	ijigsp	VERB
fuelectenerg-12594	262	32	,	,	PUNCT
fuelectenerg-12594	262	33	vol	vol	NOUN
fuelectenerg-12594	262	34	.	.	PROPN
fuelectenerg-12594	262	35	12	12	NUM
fuelectenerg-12594	262	36	,	,	PUNCT
fuelectenerg-12594	262	37	no	no	INTJ
fuelectenerg-12594	262	38	.	.	NOUN
fuelectenerg-12594	262	39	3	3	NUM
fuelectenerg-12594	262	40	,	,	PUNCT
fuelectenerg-12594	262	41	pp	pp	ADJ
fuelectenerg-12594	262	42	.	.	PUNCT
fuelectenerg-12594	263	1	41–50	41–50	NUM
fuelectenerg-12594	263	2	,	,	PUNCT
fuelectenerg-12594	263	3	jun	jun	PROPN
fuelectenerg-12594	263	4	.	.	PROPN
fuelectenerg-12594	263	5	2020	2020	NUM
fuelectenerg-12594	263	6	.	.	PUNCT
fuelectenerg-12594	264	1	[	[	X
fuelectenerg-12594	264	2	8	8	NUM
fuelectenerg-12594	264	3	]	]	X
fuelectenerg-12594	264	4	r.	r.	PROPN
fuelectenerg-12594	264	5	kannan	kannan	PROPN
fuelectenerg-12594	264	6	,	,	PUNCT
fuelectenerg-12594	264	7	p.	p.	PROPN
fuelectenerg-12594	264	8	jahnavi	jahnavi	PROPN
fuelectenerg-12594	264	9	,	,	PUNCT
fuelectenerg-12594	264	10	and	and	CCONJ
fuelectenerg-12594	264	11	m.	m.	PROPN
fuelectenerg-12594	264	12	megha	megha	PROPN
fuelectenerg-12594	264	13	,	,	PUNCT
fuelectenerg-12594	264	14	"	"	PUNCT
fuelectenerg-12594	264	15	driver	driver	NOUN
fuelectenerg-12594	264	16	drowsiness	drowsiness	NOUN
fuelectenerg-12594	264	17	detection	detection	NOUN
fuelectenerg-12594	264	18	and	and	CCONJ
fuelectenerg-12594	264	19	alert	alert	NOUN
fuelectenerg-12594	264	20	system	system	NOUN
fuelectenerg-12594	264	21	"	"	PUNCT
fuelectenerg-12594	264	22	,	,	PUNCT
fuelectenerg-12594	264	23	in	in	ADP
fuelectenerg-12594	264	24	proceedings	proceeding	NOUN
fuelectenerg-12594	264	25	of	of	ADP
fuelectenerg-12594	264	26	the	the	DET
fuelectenerg-12594	264	27	2023	2023	NUM
fuelectenerg-12594	264	28	ieee	ieee	NOUN
fuelectenerg-12594	264	29	international	international	ADJ
fuelectenerg-12594	264	30	conference	conference	NOUN
fuelectenerg-12594	264	31	on	on	ADP
fuelectenerg-12594	264	32	integrated	integrate	VERB
fuelectenerg-12594	264	33	circuits	circuit	NOUN
fuelectenerg-12594	264	34	and	and	CCONJ
fuelectenerg-12594	264	35	communication	communication	NOUN
fuelectenerg-12594	264	36	systems	system	NOUN
fuelectenerg-12594	264	37	(	(	PUNCT
fuelectenerg-12594	264	38	icicacs	icicac	NOUN
fuelectenerg-12594	264	39	)	)	PUNCT
fuelectenerg-12594	264	40	,	,	PUNCT
fuelectenerg-12594	264	41	raichur	raichur	PROPN
fuelectenerg-12594	264	42	,	,	PUNCT
fuelectenerg-12594	264	43	india	india	PROPN
fuelectenerg-12594	264	44	:	:	PUNCT
fuelectenerg-12594	264	45	ieee	ieee	PROPN
fuelectenerg-12594	264	46	,	,	PUNCT
fuelectenerg-12594	264	47	feb	feb	PROPN
fuelectenerg-12594	264	48	.	.	PROPN
fuelectenerg-12594	264	49	2023	2023	NUM
fuelectenerg-12594	264	50	,	,	PUNCT
fuelectenerg-12594	264	51	pp	pp	ADJ
fuelectenerg-12594	264	52	.	.	PUNCT
fuelectenerg-12594	265	1	1–5	1–5	X
fuelectenerg-12594	265	2	.	.	PUNCT
fuelectenerg-12594	266	1	[	[	X
fuelectenerg-12594	266	2	9	9	NUM
fuelectenerg-12594	266	3	]	]	X
fuelectenerg-12594	266	4	g.	g.	PROPN
fuelectenerg-12594	266	5	sikander	sikander	PROPN
fuelectenerg-12594	266	6	and	and	CCONJ
fuelectenerg-12594	266	7	s.	s.	PROPN
fuelectenerg-12594	266	8	anwar	anwar	PROPN
fuelectenerg-12594	266	9	,	,	PUNCT
fuelectenerg-12594	266	10	"	"	PUNCT
fuelectenerg-12594	266	11	driver	driver	NOUN
fuelectenerg-12594	266	12	fatigue	fatigue	NOUN
fuelectenerg-12594	266	13	detection	detection	NOUN
fuelectenerg-12594	266	14	systems	system	NOUN
fuelectenerg-12594	266	15	:	:	PUNCT
fuelectenerg-12594	266	16	a	a	DET
fuelectenerg-12594	266	17	review	review	NOUN
fuelectenerg-12594	266	18	"	"	PUNCT
fuelectenerg-12594	266	19	,	,	PUNCT
fuelectenerg-12594	266	20	ieee	ieee	PROPN
fuelectenerg-12594	266	21	trans	trans	PROPN
fuelectenerg-12594	266	22	.	.	PUNCT
fuelectenerg-12594	267	1	intell	intell	PROPN
fuelectenerg-12594	267	2	.	.	PUNCT
fuelectenerg-12594	268	1	transport	transport	NOUN
fuelectenerg-12594	268	2	.	.	PUNCT
fuelectenerg-12594	269	1	syst	syst	PROPN
fuelectenerg-12594	269	2	.	.	PUNCT
fuelectenerg-12594	269	3	,	,	PUNCT
fuelectenerg-12594	269	4	vol	vol	NOUN
fuelectenerg-12594	269	5	.	.	PROPN
fuelectenerg-12594	269	6	20	20	NUM
fuelectenerg-12594	269	7	,	,	PUNCT
fuelectenerg-12594	269	8	no	no	INTJ
fuelectenerg-12594	269	9	.	.	NOUN
fuelectenerg-12594	269	10	6	6	NUM
fuelectenerg-12594	269	11	,	,	PUNCT
fuelectenerg-12594	269	12	pp	pp	ADJ
fuelectenerg-12594	269	13	.	.	PUNCT
fuelectenerg-12594	270	1	2339–2352	2339–2352	NUM
fuelectenerg-12594	270	2	,	,	PUNCT
fuelectenerg-12594	270	3	jun	jun	PROPN
fuelectenerg-12594	270	4	.	.	PROPN
fuelectenerg-12594	270	5	2019	2019	NUM
fuelectenerg-12594	270	6	.	.	PUNCT
fuelectenerg-12594	271	1	[	[	X
fuelectenerg-12594	271	2	10	10	NUM
fuelectenerg-12594	271	3	]	]	PUNCT
fuelectenerg-12594	271	4	j.	j.	PROPN
fuelectenerg-12594	271	5	jimenez	jimenez	PROPN
fuelectenerg-12594	271	6	-	-	PUNCT
fuelectenerg-12594	271	7	pinto	pinto	PROPN
fuelectenerg-12594	271	8	and	and	CCONJ
fuelectenerg-12594	271	9	m.	m.	NOUN
fuelectenerg-12594	271	10	torres	torre	NOUN
fuelectenerg-12594	271	11	-	-	PUNCT
fuelectenerg-12594	271	12	torriti	torriti	VERB
fuelectenerg-12594	271	13	,	,	PUNCT
fuelectenerg-12594	271	14	"	"	PUNCT
fuelectenerg-12594	271	15	face	face	VERB
fuelectenerg-12594	271	16	salient	salient	NOUN
fuelectenerg-12594	271	17	points	point	NOUN
fuelectenerg-12594	271	18	and	and	CCONJ
fuelectenerg-12594	271	19	eyes	eye	NOUN
fuelectenerg-12594	271	20	tracking	track	VERB
fuelectenerg-12594	271	21	for	for	ADP
fuelectenerg-12594	271	22	robust	robust	ADJ
fuelectenerg-12594	271	23	drowsiness	drowsiness	NOUN
fuelectenerg-12594	271	24	detection	detection	NOUN
fuelectenerg-12594	271	25	"	"	PUNCT
fuelectenerg-12594	271	26	,	,	PUNCT
fuelectenerg-12594	271	27	robotica	robotica	PROPN
fuelectenerg-12594	271	28	,	,	PUNCT
fuelectenerg-12594	271	29	vol	vol	NOUN
fuelectenerg-12594	271	30	.	.	PROPN
fuelectenerg-12594	271	31	30	30	NUM
fuelectenerg-12594	271	32	,	,	PUNCT
fuelectenerg-12594	271	33	no	no	INTJ
fuelectenerg-12594	271	34	.	.	NOUN
fuelectenerg-12594	271	35	5	5	NUM
fuelectenerg-12594	271	36	,	,	PUNCT
fuelectenerg-12594	271	37	pp	pp	ADJ
fuelectenerg-12594	271	38	.	.	PUNCT
fuelectenerg-12594	272	1	731–741	731–741	NUM
fuelectenerg-12594	272	2	,	,	PUNCT
fuelectenerg-12594	272	3	sep	sep	PROPN
fuelectenerg-12594	272	4	.	.	PROPN
fuelectenerg-12594	272	5	2012	2012	NUM
fuelectenerg-12594	272	6	.	.	PUNCT
fuelectenerg-12594	273	1	ensemble	ensemble	ADJ
fuelectenerg-12594	273	2	-	-	PUNCT
fuelectenerg-12594	273	3	based	base	VERB
fuelectenerg-12594	273	4	machine	machine	NOUN
fuelectenerg-12594	273	5	learning	learning	NOUN
fuelectenerg-12594	273	6	models	model	NOUN
fuelectenerg-12594	273	7	for	for	ADP
fuelectenerg-12594	273	8	vehicle	vehicle	NOUN
fuelectenerg-12594	273	9	drivers	driver	NOUN
fuelectenerg-12594	273	10	’	’	PART
fuelectenerg-12594	273	11	fatigue	fatigue	NOUN
fuelectenerg-12594	273	12	state	state	NOUN
fuelectenerg-12594	273	13	detection	detection	NOUN
fuelectenerg-12594	273	14	utilizing	utilize	VERB
fuelectenerg-12594	273	15	eeg	eeg	NOUN
fuelectenerg-12594	273	16	signals	signal	NOUN
fuelectenerg-12594	273	17	685	685	NUM
fuelectenerg-12594	273	18	[	[	SYM
fuelectenerg-12594	273	19	11	11	NUM
fuelectenerg-12594	273	20	]	]	PUNCT
fuelectenerg-12594	273	21	a.	a.	NOUN
fuelectenerg-12594	273	22	picot	picot	PROPN
fuelectenerg-12594	273	23	,	,	PUNCT
fuelectenerg-12594	273	24	s.	s.	PROPN
fuelectenerg-12594	273	25	charbonnier	charbonnier	PROPN
fuelectenerg-12594	273	26	,	,	PUNCT
fuelectenerg-12594	273	27	and	and	CCONJ
fuelectenerg-12594	273	28	a.	a.	NOUN
fuelectenerg-12594	273	29	caplier	caplier	NOUN
fuelectenerg-12594	273	30	,	,	PUNCT
fuelectenerg-12594	273	31	"	"	PUNCT
fuelectenerg-12594	273	32	eog	eog	PROPN
fuelectenerg-12594	273	33	-	-	PUNCT
fuelectenerg-12594	273	34	based	base	VERB
fuelectenerg-12594	273	35	drowsiness	drowsiness	NOUN
fuelectenerg-12594	273	36	detection	detection	NOUN
fuelectenerg-12594	273	37	:	:	PUNCT
fuelectenerg-12594	273	38	comparison	comparison	NOUN
fuelectenerg-12594	273	39	between	between	ADP
fuelectenerg-12594	273	40	a	a	DET
fuelectenerg-12594	273	41	fuzzy	fuzzy	ADJ
fuelectenerg-12594	273	42	system	system	NOUN
fuelectenerg-12594	273	43	and	and	CCONJ
fuelectenerg-12594	273	44	two	two	NUM
fuelectenerg-12594	273	45	supervised	supervised	ADJ
fuelectenerg-12594	273	46	learning	learning	NOUN
fuelectenerg-12594	273	47	classifiers	classifier	NOUN
fuelectenerg-12594	273	48	"	"	PUNCT
fuelectenerg-12594	273	49	,	,	PUNCT
fuelectenerg-12594	273	50	in	in	ADP
fuelectenerg-12594	273	51	proceedings	proceeding	NOUN
fuelectenerg-12594	273	52	of	of	ADP
fuelectenerg-12594	273	53	the	the	DET
fuelectenerg-12594	273	54	ifac	ifac	NOUN
fuelectenerg-12594	273	55	,	,	PUNCT
fuelectenerg-12594	273	56	jan	jan	PROPN
fuelectenerg-12594	273	57	.	.	PROPN
fuelectenerg-12594	273	58	2011	2011	NUM
fuelectenerg-12594	273	59	,	,	PUNCT
fuelectenerg-12594	273	60	vol	vol	NOUN
fuelectenerg-12594	273	61	.	.	PROPN
fuelectenerg-12594	273	62	44	44	NUM
fuelectenerg-12594	273	63	,	,	PUNCT
fuelectenerg-12594	273	64	no	no	INTJ
fuelectenerg-12594	273	65	.	.	NOUN
fuelectenerg-12594	273	66	1	1	NUM
fuelectenerg-12594	273	67	,	,	PUNCT
fuelectenerg-12594	273	68	pp	pp	ADJ
fuelectenerg-12594	273	69	.	.	PUNCT
fuelectenerg-12594	273	70	14283–14288	14283–14288	NUM
fuelectenerg-12594	273	71	.	.	PUNCT
fuelectenerg-12594	274	1	[	[	X
fuelectenerg-12594	274	2	12	12	NUM
fuelectenerg-12594	274	3	]	]	PUNCT
fuelectenerg-12594	274	4	a.	a.	NOUN
fuelectenerg-12594	274	5	quintero	quintero	PROPN
fuelectenerg-12594	274	6	-	-	PUNCT
fuelectenerg-12594	274	7	rincon	rincon	PROPN
fuelectenerg-12594	274	8	,	,	PUNCT
fuelectenerg-12594	274	9	m.	m.	PROPN
fuelectenerg-12594	274	10	e.	e.	PROPN
fuelectenerg-12594	274	11	fontecha	fontecha	PROPN
fuelectenerg-12594	274	12	,	,	PUNCT
fuelectenerg-12594	274	13	and	and	CCONJ
fuelectenerg-12594	274	14	c.	c.	PROPN
fuelectenerg-12594	274	15	d’giano	d’giano	PROPN
fuelectenerg-12594	274	16	,	,	PUNCT
fuelectenerg-12594	274	17	"	"	PUNCT
fuelectenerg-12594	274	18	driver	driver	NOUN
fuelectenerg-12594	274	19	fatigue	fatigue	NOUN
fuelectenerg-12594	274	20	eeg	eeg	NOUN
fuelectenerg-12594	274	21	signals	signal	NOUN
fuelectenerg-12594	274	22	detection	detection	NOUN
fuelectenerg-12594	274	23	by	by	ADP
fuelectenerg-12594	274	24	using	use	VERB
fuelectenerg-12594	274	25	robust	robust	ADJ
fuelectenerg-12594	274	26	univariate	univariate	ADJ
fuelectenerg-12594	274	27	analysis	analysis	NOUN
fuelectenerg-12594	274	28	"	"	PUNCT
fuelectenerg-12594	274	29	,	,	PUNCT
fuelectenerg-12594	274	30	2019	2019	NUM
fuelectenerg-12594	274	31	.	.	PUNCT
fuelectenerg-12594	275	1	[	[	X
fuelectenerg-12594	275	2	13	13	NUM
fuelectenerg-12594	275	3	]	]	PUNCT
fuelectenerg-12594	275	4	t.	t.	NOUN
fuelectenerg-12594	275	5	tuncer	tuncer	NOUN
fuelectenerg-12594	275	6	,	,	PUNCT
fuelectenerg-12594	275	7	s.	s.	PROPN
fuelectenerg-12594	275	8	dogan	dogan	PROPN
fuelectenerg-12594	275	9	,	,	PUNCT
fuelectenerg-12594	275	10	f.	f.	PROPN
fuelectenerg-12594	275	11	ertam	ertam	PROPN
fuelectenerg-12594	275	12	,	,	PUNCT
fuelectenerg-12594	275	13	and	and	CCONJ
fuelectenerg-12594	275	14	a.	a.	NOUN
fuelectenerg-12594	275	15	subasi	subasi	PROPN
fuelectenerg-12594	275	16	,	,	PUNCT
fuelectenerg-12594	275	17	"	"	PUNCT
fuelectenerg-12594	275	18	a	a	DET
fuelectenerg-12594	275	19	dynamic	dynamic	ADJ
fuelectenerg-12594	275	20	center	center	NOUN
fuelectenerg-12594	275	21	and	and	CCONJ
fuelectenerg-12594	275	22	multi	multi	NOUN
fuelectenerg-12594	275	23	threshold	threshold	NOUN
fuelectenerg-12594	275	24	point	point	NOUN
fuelectenerg-12594	275	25	based	base	VERB
fuelectenerg-12594	275	26	stable	stable	ADJ
fuelectenerg-12594	275	27	feature	feature	NOUN
fuelectenerg-12594	275	28	extraction	extraction	NOUN
fuelectenerg-12594	275	29	network	network	NOUN
fuelectenerg-12594	275	30	for	for	ADP
fuelectenerg-12594	275	31	driver	driver	NOUN
fuelectenerg-12594	275	32	fatigue	fatigue	NOUN
fuelectenerg-12594	275	33	detection	detection	NOUN
fuelectenerg-12594	275	34	utilizing	utilize	VERB
fuelectenerg-12594	275	35	eeg	eeg	NOUN
fuelectenerg-12594	275	36	signals	signal	NOUN
fuelectenerg-12594	275	37	"	"	PUNCT
fuelectenerg-12594	275	38	,	,	PUNCT
fuelectenerg-12594	275	39	cogn	cogn	ADJ
fuelectenerg-12594	275	40	neurodyn	neurodyn	NOUN
fuelectenerg-12594	275	41	,	,	PUNCT
fuelectenerg-12594	275	42	vol	vol	NOUN
fuelectenerg-12594	275	43	.	.	PROPN
fuelectenerg-12594	275	44	15	15	NUM
fuelectenerg-12594	275	45	,	,	PUNCT
fuelectenerg-12594	275	46	no	no	INTJ
fuelectenerg-12594	275	47	.	.	NOUN
fuelectenerg-12594	275	48	2	2	NUM
fuelectenerg-12594	275	49	,	,	PUNCT
fuelectenerg-12594	275	50	pp	pp	ADJ
fuelectenerg-12594	275	51	.	.	PUNCT
fuelectenerg-12594	276	1	223–237	223–237	NUM
fuelectenerg-12594	276	2	,	,	PUNCT
fuelectenerg-12594	276	3	apr	apr	PROPN
fuelectenerg-12594	276	4	.	.	PROPN
fuelectenerg-12594	276	5	2021	2021	NUM
fuelectenerg-12594	276	6	.	.	PUNCT
fuelectenerg-12594	277	1	[	[	X
fuelectenerg-12594	277	2	14	14	NUM
fuelectenerg-12594	277	3	]	]	X
fuelectenerg-12594	277	4	c.	c.	PROPN
fuelectenerg-12594	277	5	zhao	zhao	PROPN
fuelectenerg-12594	277	6	,	,	PUNCT
fuelectenerg-12594	277	7	c.	c.	PROPN
fuelectenerg-12594	277	8	zheng	zheng	PROPN
fuelectenerg-12594	277	9	,	,	PUNCT
fuelectenerg-12594	277	10	m.	m.	NOUN
fuelectenerg-12594	277	11	zhao	zhao	PROPN
fuelectenerg-12594	277	12	,	,	PUNCT
fuelectenerg-12594	277	13	y.	y.	PROPN
fuelectenerg-12594	277	14	tu	tu	PROPN
fuelectenerg-12594	277	15	,	,	PUNCT
fuelectenerg-12594	277	16	and	and	CCONJ
fuelectenerg-12594	277	17	j.	j.	PROPN
fuelectenerg-12594	277	18	liu	liu	PROPN
fuelectenerg-12594	277	19	,	,	PUNCT
fuelectenerg-12594	277	20	"	"	PUNCT
fuelectenerg-12594	277	21	multivariate	multivariate	VERB
fuelectenerg-12594	277	22	autoregressive	autoregressive	ADJ
fuelectenerg-12594	277	23	models	model	NOUN
fuelectenerg-12594	277	24	and	and	CCONJ
fuelectenerg-12594	277	25	kernel	kernel	NOUN
fuelectenerg-12594	277	26	learning	learn	VERB
fuelectenerg-12594	277	27	algorithms	algorithm	NOUN
fuelectenerg-12594	277	28	for	for	ADP
fuelectenerg-12594	277	29	classifying	classify	VERB
fuelectenerg-12594	277	30	driving	drive	VERB
fuelectenerg-12594	277	31	mental	mental	ADJ
fuelectenerg-12594	277	32	fatigue	fatigue	NOUN
fuelectenerg-12594	277	33	based	base	VERB
fuelectenerg-12594	277	34	on	on	ADP
fuelectenerg-12594	277	35	electroencephalographic	electroencephalographic	ADJ
fuelectenerg-12594	277	36	"	"	PUNCT
fuelectenerg-12594	277	37	,	,	PUNCT
fuelectenerg-12594	277	38	expert	expert	NOUN
fuelectenerg-12594	277	39	systems	system	NOUN
fuelectenerg-12594	277	40	with	with	ADP
fuelectenerg-12594	277	41	applications	application	NOUN
fuelectenerg-12594	277	42	,	,	PUNCT
fuelectenerg-12594	277	43	vol	vol	NOUN
fuelectenerg-12594	277	44	.	.	PROPN
fuelectenerg-12594	277	45	38	38	NUM
fuelectenerg-12594	277	46	,	,	PUNCT
fuelectenerg-12594	277	47	no	no	INTJ
fuelectenerg-12594	277	48	.	.	NOUN
fuelectenerg-12594	277	49	3	3	NUM
fuelectenerg-12594	277	50	,	,	PUNCT
fuelectenerg-12594	277	51	pp	pp	ADJ
fuelectenerg-12594	277	52	.	.	PUNCT
fuelectenerg-12594	277	53	1859–1865	1859–1865	NUM
fuelectenerg-12594	277	54	,	,	PUNCT
fuelectenerg-12594	277	55	mar	mar	PROPN
fuelectenerg-12594	277	56	.	.	PROPN
fuelectenerg-12594	277	57	2011	2011	NUM
fuelectenerg-12594	277	58	.	.	PUNCT
fuelectenerg-12594	278	1	[	[	X
fuelectenerg-12594	278	2	15	15	NUM
fuelectenerg-12594	278	3	]	]	X
fuelectenerg-12594	278	4	r.	r.	PROPN
fuelectenerg-12594	278	5	chai	chai	NOUN
fuelectenerg-12594	278	6	et	et	PROPN
fuelectenerg-12594	278	7	al	al	PROPN
fuelectenerg-12594	278	8	.	.	PROPN
fuelectenerg-12594	278	9	,	,	PUNCT
fuelectenerg-12594	278	10	"	"	PUNCT
fuelectenerg-12594	278	11	driver	driver	NOUN
fuelectenerg-12594	278	12	fatigue	fatigue	NOUN
fuelectenerg-12594	278	13	classification	classification	NOUN
fuelectenerg-12594	278	14	with	with	ADP
fuelectenerg-12594	278	15	independent	independent	ADJ
fuelectenerg-12594	278	16	component	component	NOUN
fuelectenerg-12594	278	17	by	by	ADP
fuelectenerg-12594	278	18	entropy	entropy	PROPN
fuelectenerg-12594	278	19	rate	rate	NOUN
fuelectenerg-12594	278	20	bound	bind	VERB
fuelectenerg-12594	278	21	minimization	minimization	NOUN
fuelectenerg-12594	278	22	analysis	analysis	NOUN
fuelectenerg-12594	278	23	in	in	ADP
fuelectenerg-12594	278	24	an	an	DET
fuelectenerg-12594	278	25	eeg	eeg	NOUN
fuelectenerg-12594	278	26	-	-	PUNCT
fuelectenerg-12594	278	27	based	base	VERB
fuelectenerg-12594	278	28	system	system	NOUN
fuelectenerg-12594	278	29	"	"	PUNCT
fuelectenerg-12594	278	30	ieee	ieee	NOUN
fuelectenerg-12594	278	31	j.	j.	PROPN
fuelectenerg-12594	278	32	biomed	biome	VERB
fuelectenerg-12594	278	33	.	.	PUNCT
fuelectenerg-12594	279	1	health	health	NOUN
fuelectenerg-12594	279	2	inform	inform	NOUN
fuelectenerg-12594	279	3	.	.	PUNCT
fuelectenerg-12594	279	4	,	,	PUNCT
fuelectenerg-12594	279	5	vol	vol	NOUN
fuelectenerg-12594	279	6	.	.	PROPN
fuelectenerg-12594	279	7	21	21	NUM
fuelectenerg-12594	279	8	,	,	PUNCT
fuelectenerg-12594	279	9	no	no	INTJ
fuelectenerg-12594	279	10	.	.	NOUN
fuelectenerg-12594	279	11	3	3	NUM
fuelectenerg-12594	279	12	,	,	PUNCT
fuelectenerg-12594	279	13	pp	pp	ADJ
fuelectenerg-12594	279	14	.	.	PUNCT
fuelectenerg-12594	280	1	715–724	715–724	NUM
fuelectenerg-12594	280	2	,	,	PUNCT
fuelectenerg-12594	280	3	may	may	PROPN
fuelectenerg-12594	280	4	2017	2017	NUM
fuelectenerg-12594	280	5	.	.	PUNCT
fuelectenerg-12594	281	1	[	[	X
fuelectenerg-12594	281	2	16	16	NUM
fuelectenerg-12594	281	3	]	]	PUNCT
fuelectenerg-12594	281	4	t.	t.	PROPN
fuelectenerg-12594	281	5	k.	k.	PROPN
fuelectenerg-12594	281	6	reddy	reddy	PROPN
fuelectenerg-12594	281	7	,	,	PUNCT
fuelectenerg-12594	281	8	v.	v.	PROPN
fuelectenerg-12594	281	9	arora	arora	PROPN
fuelectenerg-12594	281	10	,	,	PUNCT
fuelectenerg-12594	281	11	v.	v.	PROPN
fuelectenerg-12594	281	12	gupta	gupta	PROPN
fuelectenerg-12594	281	13	,	,	PUNCT
fuelectenerg-12594	281	14	r.	r.	PROPN
fuelectenerg-12594	281	15	biswas	biswas	PROPN
fuelectenerg-12594	281	16	,	,	PUNCT
fuelectenerg-12594	281	17	and	and	CCONJ
fuelectenerg-12594	281	18	l.	l.	PROPN
fuelectenerg-12594	281	19	behera	behera	PROPN
fuelectenerg-12594	281	20	,	,	PUNCT
fuelectenerg-12594	281	21	"	"	PUNCT
fuelectenerg-12594	281	22	eeg	eeg	NOUN
fuelectenerg-12594	281	23	-	-	PUNCT
fuelectenerg-12594	281	24	based	base	VERB
fuelectenerg-12594	281	25	drowsiness	drowsiness	NOUN
fuelectenerg-12594	281	26	detection	detection	NOUN
fuelectenerg-12594	281	27	with	with	ADP
fuelectenerg-12594	281	28	fuzzy	fuzzy	ADJ
fuelectenerg-12594	281	29	independent	independent	ADJ
fuelectenerg-12594	281	30	phase	phase	NOUN
fuelectenerg-12594	281	31	-	-	PUNCT
fuelectenerg-12594	281	32	locking	lock	VERB
fuelectenerg-12594	281	33	value	value	NOUN
fuelectenerg-12594	281	34	representations	representation	NOUN
fuelectenerg-12594	281	35	using	use	VERB
fuelectenerg-12594	281	36	lagrangian	lagrangian	ADJ
fuelectenerg-12594	281	37	-	-	PUNCT
fuelectenerg-12594	281	38	based	base	VERB
fuelectenerg-12594	281	39	deep	deep	ADJ
fuelectenerg-12594	281	40	neural	neural	ADJ
fuelectenerg-12594	281	41	networks	network	NOUN
fuelectenerg-12594	281	42	"	"	PUNCT
fuelectenerg-12594	281	43	,	,	PUNCT
fuelectenerg-12594	281	44	ieee	ieee	PROPN
fuelectenerg-12594	281	45	trans	trans	PROPN
fuelectenerg-12594	281	46	.	.	PUNCT
fuelectenerg-12594	282	1	syst	syst	PROPN
fuelectenerg-12594	282	2	.	.	PUNCT
fuelectenerg-12594	283	1	man	man	PROPN
fuelectenerg-12594	283	2	cybern	cybern	PROPN
fuelectenerg-12594	283	3	,	,	PUNCT
fuelectenerg-12594	283	4	syst	syst	PROPN
fuelectenerg-12594	283	5	.	.	PUNCT
fuelectenerg-12594	283	6	,	,	PUNCT
fuelectenerg-12594	283	7	vol	vol	NOUN
fuelectenerg-12594	283	8	.	.	PROPN
fuelectenerg-12594	284	1	52	52	NUM
fuelectenerg-12594	284	2	,	,	PUNCT
fuelectenerg-12594	284	3	no	no	INTJ
fuelectenerg-12594	284	4	.	.	NOUN
fuelectenerg-12594	284	5	1	1	NUM
fuelectenerg-12594	284	6	,	,	PUNCT
fuelectenerg-12594	284	7	pp	pp	ADJ
fuelectenerg-12594	284	8	.	.	PUNCT
fuelectenerg-12594	285	1	101–111	101–111	NUM
fuelectenerg-12594	285	2	,	,	PUNCT
fuelectenerg-12594	285	3	jan	jan	PROPN
fuelectenerg-12594	285	4	.	.	PROPN
fuelectenerg-12594	285	5	2022	2022	NUM
fuelectenerg-12594	285	6	.	.	PUNCT
fuelectenerg-12594	286	1	[	[	X
fuelectenerg-12594	286	2	17	17	NUM
fuelectenerg-12594	286	3	]	]	PUNCT
fuelectenerg-12594	286	4	j.	j.	PROPN
fuelectenerg-12594	286	5	r.	r.	PROPN
fuelectenerg-12594	286	6	paulo	paulo	PROPN
fuelectenerg-12594	286	7	,	,	PUNCT
fuelectenerg-12594	286	8	g.	g.	PROPN
fuelectenerg-12594	286	9	pires	pire	NOUN
fuelectenerg-12594	286	10	,	,	PUNCT
fuelectenerg-12594	286	11	and	and	CCONJ
fuelectenerg-12594	286	12	u.	u.	PROPN
fuelectenerg-12594	286	13	j.	j.	PROPN
fuelectenerg-12594	286	14	nunes	nunes	PROPN
fuelectenerg-12594	286	15	,	,	PUNCT
fuelectenerg-12594	286	16	"	"	PUNCT
fuelectenerg-12594	286	17	cross	cross	ADJ
fuelectenerg-12594	286	18	-	-	ADJ
fuelectenerg-12594	286	19	subject	subject	ADJ
fuelectenerg-12594	286	20	zero	zero	NUM
fuelectenerg-12594	286	21	calibration	calibration	NOUN
fuelectenerg-12594	286	22	driver	driver	NOUN
fuelectenerg-12594	286	23	’s	’s	PART
fuelectenerg-12594	286	24	drowsiness	drowsiness	NOUN
fuelectenerg-12594	286	25	detection	detection	NOUN
fuelectenerg-12594	286	26	:	:	PUNCT
fuelectenerg-12594	286	27	exploring	explore	VERB
fuelectenerg-12594	286	28	spatiotemporal	spatiotemporal	ADJ
fuelectenerg-12594	286	29	image	image	NOUN
fuelectenerg-12594	286	30	encoding	encoding	NOUN
fuelectenerg-12594	286	31	of	of	ADP
fuelectenerg-12594	286	32	eeg	eeg	NOUN
fuelectenerg-12594	286	33	signals	signal	NOUN
fuelectenerg-12594	286	34	for	for	ADP
fuelectenerg-12594	286	35	convolutional	convolutional	ADJ
fuelectenerg-12594	286	36	neural	neural	ADJ
fuelectenerg-12594	286	37	network	network	NOUN
fuelectenerg-12594	286	38	classification	classification	NOUN
fuelectenerg-12594	286	39	"	"	PUNCT
fuelectenerg-12594	286	40	,	,	PUNCT
fuelectenerg-12594	286	41	ieee	ieee	PROPN
fuelectenerg-12594	286	42	trans	trans	PROPN
fuelectenerg-12594	286	43	.	.	PUNCT
fuelectenerg-12594	287	1	neural	neural	ADJ
fuelectenerg-12594	287	2	syst	syst	PROPN
fuelectenerg-12594	287	3	.	.	PUNCT
fuelectenerg-12594	288	1	rehabil	rehabil	PROPN
fuelectenerg-12594	288	2	.	.	PUNCT
fuelectenerg-12594	289	1	eng	eng	PROPN
fuelectenerg-12594	289	2	.	.	PROPN
fuelectenerg-12594	289	3	,	,	PUNCT
fuelectenerg-12594	289	4	vol	vol	NOUN
fuelectenerg-12594	289	5	.	.	PROPN
fuelectenerg-12594	289	6	29	29	NUM
fuelectenerg-12594	289	7	,	,	PUNCT
fuelectenerg-12594	289	8	pp	pp	ADJ
fuelectenerg-12594	289	9	.	.	PUNCT
fuelectenerg-12594	290	1	905–915	905–915	NUM
fuelectenerg-12594	290	2	,	,	PUNCT
fuelectenerg-12594	290	3	2021	2021	NUM
fuelectenerg-12594	290	4	.	.	PUNCT
fuelectenerg-12594	291	1	[	[	X
fuelectenerg-12594	291	2	18	18	NUM
fuelectenerg-12594	291	3	]	]	PUNCT
fuelectenerg-12594	291	4	m.	m.	NOUN
fuelectenerg-12594	291	5	m.	m.	PROPN
fuelectenerg-12594	291	6	hasan	hasan	PROPN
fuelectenerg-12594	291	7	,	,	PUNCT
fuelectenerg-12594	291	8	m.	m.	NOUN
fuelectenerg-12594	291	9	m.	m.	PROPN
fuelectenerg-12594	291	10	hossain	hossain	PROPN
fuelectenerg-12594	291	11	,	,	PUNCT
fuelectenerg-12594	291	12	and	and	CCONJ
fuelectenerg-12594	291	13	n.	n.	PROPN
fuelectenerg-12594	291	14	sulaiman	sulaiman	PROPN
fuelectenerg-12594	291	15	,	,	PUNCT
fuelectenerg-12594	291	16	"	"	PUNCT
fuelectenerg-12594	291	17	fatigue	fatigue	NOUN
fuelectenerg-12594	291	18	state	state	NOUN
fuelectenerg-12594	291	19	detection	detection	NOUN
fuelectenerg-12594	291	20	through	through	ADP
fuelectenerg-12594	291	21	multiple	multiple	ADJ
fuelectenerg-12594	291	22	machine	machine	NOUN
fuelectenerg-12594	291	23	learning	learn	VERB
fuelectenerg-12594	291	24	classifiers	classifier	NOUN
fuelectenerg-12594	291	25	using	use	VERB
fuelectenerg-12594	291	26	eeg	eeg	PROPN
fuelectenerg-12594	291	27	signal	signal	NOUN
fuelectenerg-12594	291	28	"	"	PUNCT
fuelectenerg-12594	291	29	,	,	PUNCT
fuelectenerg-12594	291	30	applications	application	NOUN
fuelectenerg-12594	291	31	of	of	ADP
fuelectenerg-12594	291	32	modelling	modelling	NOUN
fuelectenerg-12594	291	33	and	and	CCONJ
fuelectenerg-12594	291	34	simulation	simulation	NOUN
fuelectenerg-12594	291	35	,	,	PUNCT
fuelectenerg-12594	291	36	vol	vol	NOUN
fuelectenerg-12594	291	37	.	.	PROPN
fuelectenerg-12594	291	38	7	7	NUM
fuelectenerg-12594	291	39	,	,	PUNCT
fuelectenerg-12594	291	40	pp	pp	ADJ
fuelectenerg-12594	291	41	.	.	PUNCT
fuelectenerg-12594	292	1	178–189	178–189	NUM
fuelectenerg-12594	292	2	,	,	PUNCT
fuelectenerg-12594	292	3	2023	2023	NUM
fuelectenerg-12594	292	4	.	.	PUNCT
fuelectenerg-12594	293	1	[	[	X
fuelectenerg-12594	293	2	19	19	NUM
fuelectenerg-12594	293	3	]	]	X
fuelectenerg-12594	293	4	j.	j.	PROPN
fuelectenerg-12594	293	5	hu	hu	PROPN
fuelectenerg-12594	293	6	and	and	CCONJ
fuelectenerg-12594	293	7	p.	p.	PROPN
fuelectenerg-12594	293	8	wang	wang	PROPN
fuelectenerg-12594	293	9	,	,	PUNCT
fuelectenerg-12594	293	10	"	"	PUNCT
fuelectenerg-12594	293	11	noise	noise	NOUN
fuelectenerg-12594	293	12	robustness	robustness	NOUN
fuelectenerg-12594	293	13	analysis	analysis	NOUN
fuelectenerg-12594	293	14	of	of	ADP
fuelectenerg-12594	293	15	performance	performance	NOUN
fuelectenerg-12594	293	16	for	for	ADP
fuelectenerg-12594	293	17	eeg	eeg	NOUN
fuelectenerg-12594	293	18	-	-	PUNCT
fuelectenerg-12594	293	19	based	base	VERB
fuelectenerg-12594	293	20	driver	driver	NOUN
fuelectenerg-12594	293	21	fatigue	fatigue	NOUN
fuelectenerg-12594	293	22	detection	detection	NOUN
fuelectenerg-12594	293	23	using	use	VERB
fuelectenerg-12594	293	24	different	different	ADJ
fuelectenerg-12594	293	25	entropy	entropy	NOUN
fuelectenerg-12594	293	26	feature	feature	NOUN
fuelectenerg-12594	293	27	sets	set	NOUN
fuelectenerg-12594	293	28	"	"	PUNCT
fuelectenerg-12594	293	29	,	,	PUNCT
fuelectenerg-12594	293	30	entropy	entropy	PROPN
fuelectenerg-12594	293	31	,	,	PUNCT
fuelectenerg-12594	293	32	vol	vol	NOUN
fuelectenerg-12594	293	33	.	.	PROPN
fuelectenerg-12594	293	34	19	19	NUM
fuelectenerg-12594	293	35	,	,	PUNCT
fuelectenerg-12594	293	36	no	no	INTJ
fuelectenerg-12594	293	37	.	.	NOUN
fuelectenerg-12594	293	38	8	8	NUM
fuelectenerg-12594	293	39	,	,	PUNCT
fuelectenerg-12594	293	40	p.	p.	NOUN
fuelectenerg-12594	293	41	385	385	NUM
fuelectenerg-12594	293	42	,	,	PUNCT
fuelectenerg-12594	293	43	jul	jul	PROPN
fuelectenerg-12594	293	44	.	.	PROPN
fuelectenerg-12594	293	45	2017	2017	NUM
fuelectenerg-12594	293	46	.	.	PUNCT
fuelectenerg-12594	294	1	[	[	X
fuelectenerg-12594	294	2	20	20	NUM
fuelectenerg-12594	294	3	]	]	X
fuelectenerg-12594	294	4	r.	r.	PROPN
fuelectenerg-12594	294	5	fu	fu	PROPN
fuelectenerg-12594	294	6	,	,	PUNCT
fuelectenerg-12594	294	7	h.	h.	PROPN
fuelectenerg-12594	294	8	wang	wang	PROPN
fuelectenerg-12594	294	9	,	,	PUNCT
fuelectenerg-12594	294	10	and	and	CCONJ
fuelectenerg-12594	294	11	w.	w.	PROPN
fuelectenerg-12594	294	12	zhao	zhao	PROPN
fuelectenerg-12594	294	13	,	,	PUNCT
fuelectenerg-12594	294	14	"	"	PUNCT
fuelectenerg-12594	294	15	dynamic	dynamic	ADJ
fuelectenerg-12594	294	16	driver	driver	NOUN
fuelectenerg-12594	294	17	fatigue	fatigue	NOUN
fuelectenerg-12594	294	18	detection	detection	NOUN
fuelectenerg-12594	294	19	using	use	VERB
fuelectenerg-12594	294	20	hidden	hidden	ADJ
fuelectenerg-12594	294	21	markov	markov	NOUN
fuelectenerg-12594	294	22	model	model	NOUN
fuelectenerg-12594	294	23	in	in	ADP
fuelectenerg-12594	294	24	real	real	ADJ
fuelectenerg-12594	294	25	driving	driving	NOUN
fuelectenerg-12594	294	26	condition	condition	NOUN
fuelectenerg-12594	294	27	"	"	PUNCT
fuelectenerg-12594	294	28	,	,	PUNCT
fuelectenerg-12594	294	29	expert	expert	NOUN
fuelectenerg-12594	294	30	systems	system	NOUN
fuelectenerg-12594	294	31	with	with	ADP
fuelectenerg-12594	294	32	applications	application	NOUN
fuelectenerg-12594	294	33	,	,	PUNCT
fuelectenerg-12594	294	34	vol	vol	NOUN
fuelectenerg-12594	294	35	.	.	PROPN
fuelectenerg-12594	294	36	63	63	NUM
fuelectenerg-12594	294	37	,	,	PUNCT
fuelectenerg-12594	294	38	pp	pp	ADJ
fuelectenerg-12594	294	39	.	.	PUNCT
fuelectenerg-12594	295	1	397–411	397–411	NUM
fuelectenerg-12594	295	2	,	,	PUNCT
fuelectenerg-12594	295	3	nov	nov	PROPN
fuelectenerg-12594	295	4	.	.	PROPN
fuelectenerg-12594	295	5	2016	2016	NUM
fuelectenerg-12594	295	6	.	.	PUNCT
fuelectenerg-12594	296	1	[	[	X
fuelectenerg-12594	296	2	21	21	NUM
fuelectenerg-12594	296	3	]	]	PUNCT
fuelectenerg-12594	296	4	a.	a.	PROPN
fuelectenerg-12594	296	5	r.	r.	PROPN
fuelectenerg-12594	296	6	hassan	hassan	PROPN
fuelectenerg-12594	296	7	and	and	CCONJ
fuelectenerg-12594	296	8	m.	m.	PROPN
fuelectenerg-12594	296	9	i.	i.	PROPN
fuelectenerg-12594	296	10	h.	h.	PROPN
fuelectenerg-12594	296	11	bhuiyan	bhuiyan	PROPN
fuelectenerg-12594	296	12	,	,	PUNCT
fuelectenerg-12594	296	13	"	"	PUNCT
fuelectenerg-12594	296	14	computer	computer	NOUN
fuelectenerg-12594	296	15	-	-	PUNCT
fuelectenerg-12594	296	16	aided	aid	VERB
fuelectenerg-12594	296	17	sleep	sleep	NOUN
fuelectenerg-12594	296	18	staging	stage	VERB
fuelectenerg-12594	296	19	using	use	VERB
fuelectenerg-12594	296	20	complete	complete	ADJ
fuelectenerg-12594	296	21	ensemble	ensemble	ADJ
fuelectenerg-12594	296	22	empirical	empirical	ADJ
fuelectenerg-12594	296	23	mode	mode	NOUN
fuelectenerg-12594	296	24	decomposition	decomposition	NOUN
fuelectenerg-12594	296	25	with	with	ADP
fuelectenerg-12594	296	26	adaptive	adaptive	ADJ
fuelectenerg-12594	296	27	noise	noise	NOUN
fuelectenerg-12594	296	28	and	and	CCONJ
fuelectenerg-12594	296	29	bootstrap	bootstrap	NOUN
fuelectenerg-12594	296	30	aggregating	aggregating	NOUN
fuelectenerg-12594	296	31	"	"	PUNCT
fuelectenerg-12594	296	32	,	,	PUNCT
fuelectenerg-12594	296	33	biomedical	biomedical	ADJ
fuelectenerg-12594	296	34	signal	signal	NOUN
fuelectenerg-12594	296	35	processing	processing	NOUN
fuelectenerg-12594	296	36	and	and	CCONJ
fuelectenerg-12594	296	37	control	control	NOUN
fuelectenerg-12594	296	38	,	,	PUNCT
fuelectenerg-12594	296	39	vol	vol	NOUN
fuelectenerg-12594	296	40	.	.	PROPN
fuelectenerg-12594	296	41	24	24	NUM
fuelectenerg-12594	296	42	,	,	PUNCT
fuelectenerg-12594	296	43	pp	pp	ADJ
fuelectenerg-12594	296	44	.	.	PUNCT
fuelectenerg-12594	297	1	1–10	1–10	PROPN
fuelectenerg-12594	297	2	,	,	PUNCT
fuelectenerg-12594	297	3	feb	feb	PROPN
fuelectenerg-12594	297	4	.	.	PROPN
fuelectenerg-12594	297	5	2016	2016	NUM
fuelectenerg-12594	297	6	.	.	PUNCT
fuelectenerg-12594	298	1	[	[	X
fuelectenerg-12594	298	2	22	22	NUM
fuelectenerg-12594	298	3	]	]	PUNCT
fuelectenerg-12594	298	4	a.	a.	PROPN
fuelectenerg-12594	298	5	r.	r.	PROPN
fuelectenerg-12594	298	6	hassan	hassan	PROPN
fuelectenerg-12594	298	7	and	and	CCONJ
fuelectenerg-12594	298	8	a.	a.	NOUN
fuelectenerg-12594	298	9	subasi	subasi	PROPN
fuelectenerg-12594	298	10	,	,	PUNCT
fuelectenerg-12594	298	11	"	"	PUNCT
fuelectenerg-12594	298	12	automatic	automatic	ADJ
fuelectenerg-12594	298	13	identification	identification	NOUN
fuelectenerg-12594	298	14	of	of	ADP
fuelectenerg-12594	298	15	epileptic	epileptic	ADJ
fuelectenerg-12594	298	16	seizures	seizure	NOUN
fuelectenerg-12594	298	17	from	from	ADP
fuelectenerg-12594	298	18	eeg	eeg	NOUN
fuelectenerg-12594	298	19	signals	signal	NOUN
fuelectenerg-12594	298	20	using	use	VERB
fuelectenerg-12594	298	21	linear	linear	ADJ
fuelectenerg-12594	298	22	programming	programming	NOUN
fuelectenerg-12594	298	23	boosting	boost	VERB
fuelectenerg-12594	298	24	"	"	PUNCT
fuelectenerg-12594	298	25	,	,	PUNCT
fuelectenerg-12594	298	26	computer	computer	NOUN
fuelectenerg-12594	298	27	methods	method	NOUN
fuelectenerg-12594	298	28	and	and	CCONJ
fuelectenerg-12594	298	29	programs	program	NOUN
fuelectenerg-12594	298	30	in	in	ADP
fuelectenerg-12594	298	31	biomedicine	biomedicine	NOUN
fuelectenerg-12594	298	32	,	,	PUNCT
fuelectenerg-12594	298	33	vol	vol	NOUN
fuelectenerg-12594	298	34	.	.	PROPN
fuelectenerg-12594	298	35	136	136	NUM
fuelectenerg-12594	298	36	,	,	PUNCT
fuelectenerg-12594	298	37	pp	pp	ADJ
fuelectenerg-12594	298	38	.	.	PUNCT
fuelectenerg-12594	299	1	65–77	65–77	NUM
fuelectenerg-12594	299	2	,	,	PUNCT
fuelectenerg-12594	299	3	nov	nov	PROPN
fuelectenerg-12594	299	4	.	.	PROPN
fuelectenerg-12594	299	5	2016	2016	NUM
fuelectenerg-12594	299	6	.	.	PUNCT
fuelectenerg-12594	300	1	[	[	X
fuelectenerg-12594	300	2	23	23	NUM
fuelectenerg-12594	300	3	]	]	PUNCT
fuelectenerg-12594	300	4	t.	t.	PROPN
fuelectenerg-12594	300	5	yang	yang	PROPN
fuelectenerg-12594	300	6	,	,	PUNCT
fuelectenerg-12594	300	7	w.	w.	PROPN
fuelectenerg-12594	300	8	chen	chen	PROPN
fuelectenerg-12594	300	9	,	,	PUNCT
fuelectenerg-12594	300	10	and	and	CCONJ
fuelectenerg-12594	300	11	g.	g.	PROPN
fuelectenerg-12594	300	12	cao	cao	PROPN
fuelectenerg-12594	300	13	,	,	PUNCT
fuelectenerg-12594	300	14	"	"	PUNCT
fuelectenerg-12594	300	15	automated	automate	VERB
fuelectenerg-12594	300	16	classification	classification	NOUN
fuelectenerg-12594	300	17	of	of	ADP
fuelectenerg-12594	300	18	neonatal	neonatal	ADJ
fuelectenerg-12594	300	19	amplitude	amplitude	NOUN
fuelectenerg-12594	300	20	-	-	PUNCT
fuelectenerg-12594	300	21	integrated	integrate	VERB
fuelectenerg-12594	300	22	eeg	eeg	NOUN
fuelectenerg-12594	300	23	based	base	VERB
fuelectenerg-12594	300	24	on	on	ADP
fuelectenerg-12594	300	25	gradient	gradient	ADJ
fuelectenerg-12594	300	26	boosting	boost	VERB
fuelectenerg-12594	300	27	method	method	NOUN
fuelectenerg-12594	300	28	"	"	PUNCT
fuelectenerg-12594	300	29	,	,	PUNCT
fuelectenerg-12594	300	30	biomedical	biomedical	ADJ
fuelectenerg-12594	300	31	signal	signal	NOUN
fuelectenerg-12594	300	32	processing	processing	NOUN
fuelectenerg-12594	300	33	and	and	CCONJ
fuelectenerg-12594	300	34	control	control	NOUN
fuelectenerg-12594	300	35	,	,	PUNCT
fuelectenerg-12594	300	36	vol	vol	NOUN
fuelectenerg-12594	300	37	.	.	PROPN
fuelectenerg-12594	300	38	28	28	NUM
fuelectenerg-12594	300	39	,	,	PUNCT
fuelectenerg-12594	300	40	pp	pp	ADJ
fuelectenerg-12594	300	41	.	.	PUNCT
fuelectenerg-12594	301	1	50–57	50–57	NUM
fuelectenerg-12594	301	2	,	,	PUNCT
fuelectenerg-12594	301	3	jul	jul	PROPN
fuelectenerg-12594	301	4	.	.	PROPN
fuelectenerg-12594	301	5	2016	2016	NUM
fuelectenerg-12594	301	6	.	.	PUNCT
fuelectenerg-12594	302	1	[	[	X
fuelectenerg-12594	302	2	24	24	NUM
fuelectenerg-12594	302	3	]	]	X
fuelectenerg-12594	302	4	r.	r.	PROPN
fuelectenerg-12594	302	5	chatterjee	chatterjee	PROPN
fuelectenerg-12594	302	6	,	,	PUNCT
fuelectenerg-12594	302	7	a.	a.	NOUN
fuelectenerg-12594	302	8	datta	datta	PROPN
fuelectenerg-12594	302	9	,	,	PUNCT
fuelectenerg-12594	302	10	and	and	CCONJ
fuelectenerg-12594	302	11	d.	d.	PROPN
fuelectenerg-12594	302	12	k.	k.	PROPN
fuelectenerg-12594	302	13	sanyal	sanyal	PROPN
fuelectenerg-12594	302	14	,	,	PUNCT
fuelectenerg-12594	302	15	"	"	PUNCT
fuelectenerg-12594	302	16	ensemble	ensemble	ADJ
fuelectenerg-12594	302	17	learning	learning	NOUN
fuelectenerg-12594	302	18	approach	approach	NOUN
fuelectenerg-12594	302	19	to	to	ADP
fuelectenerg-12594	302	20	motor	motor	PROPN
fuelectenerg-12594	302	21	imagery	imagery	NOUN
fuelectenerg-12594	302	22	eeg	eeg	PROPN
fuelectenerg-12594	302	23	signal	signal	PROPN
fuelectenerg-12594	302	24	classification	classification	NOUN
fuelectenerg-12594	302	25	"	"	PUNCT
fuelectenerg-12594	302	26	,	,	PUNCT
fuelectenerg-12594	302	27	in	in	ADP
fuelectenerg-12594	302	28	machine	machine	NOUN
fuelectenerg-12594	302	29	learning	learning	NOUN
fuelectenerg-12594	302	30	in	in	ADP
fuelectenerg-12594	302	31	bio	bio	ADJ
fuelectenerg-12594	302	32	-	-	PUNCT
fuelectenerg-12594	302	33	signal	signal	NOUN
fuelectenerg-12594	302	34	analysis	analysis	NOUN
fuelectenerg-12594	302	35	and	and	CCONJ
fuelectenerg-12594	302	36	diagnostic	diagnostic	ADJ
fuelectenerg-12594	302	37	imaging	imaging	NOUN
fuelectenerg-12594	302	38	,	,	PUNCT
fuelectenerg-12594	302	39	elsevier	elsevier	NOUN
fuelectenerg-12594	302	40	,	,	PUNCT
fuelectenerg-12594	302	41	2019	2019	NUM
fuelectenerg-12594	302	42	,	,	PUNCT
fuelectenerg-12594	302	43	pp	pp	ADJ
fuelectenerg-12594	302	44	.	.	PUNCT
fuelectenerg-12594	303	1	183–208	183–208	NUM
fuelectenerg-12594	303	2	.	.	PUNCT
fuelectenerg-12594	304	1	[	[	X
fuelectenerg-12594	304	2	25	25	NUM
fuelectenerg-12594	304	3	]	]	X
fuelectenerg-12594	304	4	jianliang	jianliang	PROPN
fuelectenerg-12594	304	5	min	min	PROPN
fuelectenerg-12594	304	6	,	,	PUNCT
fuelectenerg-12594	304	7	p.	p.	PROPN
fuelectenerg-12594	304	8	wang	wang	PROPN
fuelectenerg-12594	304	9	,	,	PUNCT
fuelectenerg-12594	304	10	and	and	CCONJ
fuelectenerg-12594	304	11	jianfeng	jianfeng	PROPN
fuelectenerg-12594	304	12	hu	hu	PROPN
fuelectenerg-12594	304	13	,	,	PUNCT
fuelectenerg-12594	304	14	"	"	PUNCT
fuelectenerg-12594	304	15	the	the	DET
fuelectenerg-12594	304	16	original	original	ADJ
fuelectenerg-12594	304	17	eeg	eeg	NOUN
fuelectenerg-12594	304	18	data	datum	NOUN
fuelectenerg-12594	304	19	for	for	ADP
fuelectenerg-12594	304	20	driver	driver	NOUN
fuelectenerg-12594	304	21	fatigue	fatigue	NOUN
fuelectenerg-12594	304	22	detection	detection	NOUN
fuelectenerg-12594	304	23	"	"	PUNCT
fuelectenerg-12594	304	24	,	,	PUNCT
fuelectenerg-12594	304	25	[	[	X
fuelectenerg-12594	304	26	data	datum	NOUN
fuelectenerg-12594	304	27	set	set	VERB
fuelectenerg-12594	304	28	]	]	PUNCT
fuelectenerg-12594	304	29	.	.	PUNCT
fuelectenerg-12594	305	1	figshare	figshare	NOUN
fuelectenerg-12594	305	2	,	,	PUNCT
fuelectenerg-12594	305	3	2017	2017	NUM
fuelectenerg-12594	305	4	.	.	PUNCT
fuelectenerg-12594	306	1	[	[	X
fuelectenerg-12594	306	2	26	26	NUM
fuelectenerg-12594	306	3	]	]	X
fuelectenerg-12594	306	4	j.	j.	PROPN
fuelectenerg-12594	306	5	min	min	PROPN
fuelectenerg-12594	306	6	,	,	PUNCT
fuelectenerg-12594	306	7	p.	p.	PROPN
fuelectenerg-12594	306	8	wang	wang	PROPN
fuelectenerg-12594	306	9	,	,	PUNCT
fuelectenerg-12594	306	10	and	and	CCONJ
fuelectenerg-12594	306	11	j.	j.	PROPN
fuelectenerg-12594	306	12	hu	hu	PROPN
fuelectenerg-12594	306	13	,	,	PUNCT
fuelectenerg-12594	306	14	"	"	PUNCT
fuelectenerg-12594	306	15	driver	driver	NOUN
fuelectenerg-12594	306	16	fatigue	fatigue	NOUN
fuelectenerg-12594	306	17	detection	detection	NOUN
fuelectenerg-12594	306	18	through	through	ADP
fuelectenerg-12594	306	19	multiple	multiple	ADJ
fuelectenerg-12594	306	20	entropy	entropy	NOUN
fuelectenerg-12594	306	21	fusion	fusion	NOUN
fuelectenerg-12594	306	22	analysis	analysis	NOUN
fuelectenerg-12594	306	23	in	in	ADP
fuelectenerg-12594	306	24	an	an	DET
fuelectenerg-12594	306	25	eeg	eeg	NOUN
fuelectenerg-12594	306	26	-	-	PUNCT
fuelectenerg-12594	306	27	based	base	VERB
fuelectenerg-12594	306	28	system	system	NOUN
fuelectenerg-12594	306	29	"	"	PUNCT
fuelectenerg-12594	306	30	,	,	PUNCT
fuelectenerg-12594	306	31	plos	plos	PROPN
fuelectenerg-12594	306	32	one	one	NUM
fuelectenerg-12594	306	33	,	,	PUNCT
fuelectenerg-12594	306	34	vol	vol	NOUN
fuelectenerg-12594	306	35	.	.	PROPN
fuelectenerg-12594	306	36	12	12	NUM
fuelectenerg-12594	306	37	,	,	PUNCT
fuelectenerg-12594	306	38	no	no	INTJ
fuelectenerg-12594	306	39	.	.	NOUN
fuelectenerg-12594	306	40	12	12	NUM
fuelectenerg-12594	306	41	,	,	PUNCT
fuelectenerg-12594	306	42	p.	p.	NOUN
fuelectenerg-12594	306	43	e0188756	e0188756	PROPN
fuelectenerg-12594	306	44	,	,	PUNCT
fuelectenerg-12594	306	45	dec	dec	PROPN
fuelectenerg-12594	306	46	.	.	PROPN
fuelectenerg-12594	306	47	2017	2017	NUM
fuelectenerg-12594	306	48	.	.	PUNCT
fuelectenerg-12594	307	1	[	[	X
fuelectenerg-12594	307	2	27	27	NUM
fuelectenerg-12594	307	3	]	]	X
fuelectenerg-12594	307	4	k.	k.	PROPN
fuelectenerg-12594	307	5	a.	a.	PROPN
fuelectenerg-12594	307	6	lee	lee	PROPN
fuelectenerg-12594	307	7	,	,	PUNCT
fuelectenerg-12594	307	8	g.	g.	PROPN
fuelectenerg-12594	307	9	hicks	hicks	PROPN
fuelectenerg-12594	307	10	,	,	PUNCT
fuelectenerg-12594	307	11	and	and	CCONJ
fuelectenerg-12594	307	12	g.	g.	PROPN
fuelectenerg-12594	307	13	nino	nino	PROPN
fuelectenerg-12594	307	14	-	-	PUNCT
fuelectenerg-12594	307	15	murcia	murcia	PROPN
fuelectenerg-12594	307	16	,	,	PUNCT
fuelectenerg-12594	307	17	"	"	PUNCT
fuelectenerg-12594	307	18	validity	validity	NOUN
fuelectenerg-12594	307	19	and	and	CCONJ
fuelectenerg-12594	307	20	reliability	reliability	NOUN
fuelectenerg-12594	307	21	of	of	ADP
fuelectenerg-12594	307	22	a	a	DET
fuelectenerg-12594	307	23	scale	scale	NOUN
fuelectenerg-12594	307	24	to	to	PART
fuelectenerg-12594	307	25	assess	assess	VERB
fuelectenerg-12594	307	26	fatigue	fatigue	NOUN
fuelectenerg-12594	307	27	"	"	PUNCT
fuelectenerg-12594	307	28	,	,	PUNCT
fuelectenerg-12594	307	29	psychiatry	psychiatry	NOUN
fuelectenerg-12594	307	30	research	research	NOUN
fuelectenerg-12594	307	31	,	,	PUNCT
fuelectenerg-12594	307	32	vol	vol	NOUN
fuelectenerg-12594	307	33	.	.	PROPN
fuelectenerg-12594	307	34	36	36	NUM
fuelectenerg-12594	307	35	,	,	PUNCT
fuelectenerg-12594	307	36	no	no	INTJ
fuelectenerg-12594	307	37	.	.	NOUN
fuelectenerg-12594	307	38	3	3	NUM
fuelectenerg-12594	307	39	,	,	PUNCT
fuelectenerg-12594	307	40	pp	pp	ADJ
fuelectenerg-12594	307	41	.	.	PUNCT
fuelectenerg-12594	308	1	291–298	291–298	NUM
fuelectenerg-12594	308	2	,	,	PUNCT
fuelectenerg-12594	308	3	mar	mar	PROPN
fuelectenerg-12594	308	4	.	.	PROPN
fuelectenerg-12594	308	5	1991	1991	NUM
fuelectenerg-12594	308	6	.	.	PUNCT
fuelectenerg-12594	309	1	[	[	X
fuelectenerg-12594	309	2	28	28	NUM
fuelectenerg-12594	309	3	]	]	X
fuelectenerg-12594	309	4	g.	g.	PROPN
fuelectenerg-12594	309	5	borg	borg	PROPN
fuelectenerg-12594	309	6	,	,	PUNCT
fuelectenerg-12594	309	7	"	"	PUNCT
fuelectenerg-12594	309	8	psychophysical	psychophysical	ADJ
fuelectenerg-12594	309	9	scaling	scaling	NOUN
fuelectenerg-12594	309	10	with	with	ADP
fuelectenerg-12594	309	11	applications	application	NOUN
fuelectenerg-12594	309	12	in	in	ADP
fuelectenerg-12594	309	13	physical	physical	ADJ
fuelectenerg-12594	309	14	work	work	NOUN
fuelectenerg-12594	309	15	and	and	CCONJ
fuelectenerg-12594	309	16	the	the	DET
fuelectenerg-12594	309	17	perception	perception	NOUN
fuelectenerg-12594	309	18	of	of	ADP
fuelectenerg-12594	309	19	exertion	exertion	NOUN
fuelectenerg-12594	309	20	"	"	PUNCT
fuelectenerg-12594	309	21	,	,	PUNCT
fuelectenerg-12594	309	22	scand	scand	PROPN
fuelectenerg-12594	309	23	j	j	PROPN
fuelectenerg-12594	309	24	work	work	PROPN
fuelectenerg-12594	309	25	environ	environ	X
fuelectenerg-12594	309	26	health	health	NOUN
fuelectenerg-12594	309	27	,	,	PUNCT
fuelectenerg-12594	309	28	vol	vol	NOUN
fuelectenerg-12594	309	29	.	.	PROPN
fuelectenerg-12594	309	30	16	16	NUM
fuelectenerg-12594	309	31	,	,	PUNCT
fuelectenerg-12594	309	32	pp	pp	ADJ
fuelectenerg-12594	309	33	.	.	PUNCT
fuelectenerg-12594	310	1	55–58	55–58	NUM
fuelectenerg-12594	310	2	,	,	PUNCT
fuelectenerg-12594	310	3	1990	1990	NUM
fuelectenerg-12594	310	4	.	.	PUNCT
fuelectenerg-12594	311	1	[	[	X
fuelectenerg-12594	311	2	29	29	NUM
fuelectenerg-12594	311	3	]	]	X
fuelectenerg-12594	311	4	s.	s.	PROPN
fuelectenerg-12594	311	5	g.	g.	PROPN
fuelectenerg-12594	311	6	horovitz	horovitz	PROPN
fuelectenerg-12594	311	7	et	et	PROPN
fuelectenerg-12594	311	8	al	al	PROPN
fuelectenerg-12594	311	9	.	.	PROPN
fuelectenerg-12594	311	10	,	,	PUNCT
fuelectenerg-12594	311	11	"	"	PUNCT
fuelectenerg-12594	311	12	low	low	ADJ
fuelectenerg-12594	311	13	frequency	frequency	NOUN
fuelectenerg-12594	311	14	bold	bold	ADJ
fuelectenerg-12594	311	15	fluctuations	fluctuation	NOUN
fuelectenerg-12594	311	16	during	during	ADP
fuelectenerg-12594	311	17	resting	rest	VERB
fuelectenerg-12594	311	18	wakefulness	wakefulness	NOUN
fuelectenerg-12594	311	19	and	and	CCONJ
fuelectenerg-12594	311	20	light	light	ADJ
fuelectenerg-12594	311	21	sleep	sleep	NOUN
fuelectenerg-12594	311	22	:	:	PUNCT
fuelectenerg-12594	311	23	a	a	DET
fuelectenerg-12594	311	24	simultaneous	simultaneous	ADJ
fuelectenerg-12594	311	25	eeg‐fmri	eeg‐fmri	NUM
fuelectenerg-12594	311	26	study	study	NOUN
fuelectenerg-12594	311	27	"	"	PUNCT
fuelectenerg-12594	311	28	,	,	PUNCT
fuelectenerg-12594	311	29	human	human	ADJ
fuelectenerg-12594	311	30	brain	brain	NOUN
fuelectenerg-12594	311	31	mapping	mapping	NOUN
fuelectenerg-12594	311	32	,	,	PUNCT
fuelectenerg-12594	311	33	vol	vol	NOUN
fuelectenerg-12594	311	34	.	.	PROPN
fuelectenerg-12594	311	35	29	29	NUM
fuelectenerg-12594	311	36	,	,	PUNCT
fuelectenerg-12594	311	37	no	no	INTJ
fuelectenerg-12594	311	38	.	.	NOUN
fuelectenerg-12594	311	39	6	6	NUM
fuelectenerg-12594	311	40	,	,	PUNCT
fuelectenerg-12594	311	41	pp	pp	ADJ
fuelectenerg-12594	311	42	.	.	PUNCT
fuelectenerg-12594	312	1	671–682	671–682	NUM
fuelectenerg-12594	312	2	,	,	PUNCT
fuelectenerg-12594	312	3	jun	jun	PROPN
fuelectenerg-12594	312	4	.	.	PROPN
fuelectenerg-12594	312	5	2008	2008	NUM
fuelectenerg-12594	312	6	.	.	PUNCT
fuelectenerg-12594	313	1	[	[	X
fuelectenerg-12594	313	2	30	30	NUM
fuelectenerg-12594	313	3	]	]	X
fuelectenerg-12594	313	4	l.	l.	PROPN
fuelectenerg-12594	313	5	rokach	rokach	PROPN
fuelectenerg-12594	313	6	,	,	PUNCT
fuelectenerg-12594	313	7	"	"	PUNCT
fuelectenerg-12594	313	8	ensemble	ensemble	ADJ
fuelectenerg-12594	313	9	-	-	PUNCT
fuelectenerg-12594	313	10	based	base	VERB
fuelectenerg-12594	313	11	classifiers	classifier	NOUN
fuelectenerg-12594	313	12	"	"	PUNCT
fuelectenerg-12594	313	13	,	,	PUNCT
fuelectenerg-12594	313	14	artif	artif	PROPN
fuelectenerg-12594	313	15	intell	intell	PROPN
fuelectenerg-12594	313	16	rev	rev	VERB
fuelectenerg-12594	313	17	,	,	PUNCT
fuelectenerg-12594	313	18	vol	vol	NOUN
fuelectenerg-12594	313	19	.	.	PROPN
fuelectenerg-12594	314	1	33	33	NUM
fuelectenerg-12594	314	2	,	,	PUNCT
fuelectenerg-12594	314	3	no	no	INTJ
fuelectenerg-12594	314	4	.	.	PUNCT
fuelectenerg-12594	315	1	1–2	1–2	NUM
fuelectenerg-12594	315	2	,	,	PUNCT
fuelectenerg-12594	315	3	pp	pp	PROPN
fuelectenerg-12594	315	4	.	.	PUNCT
fuelectenerg-12594	316	1	1–39	1–39	PROPN
fuelectenerg-12594	316	2	,	,	PUNCT
fuelectenerg-12594	316	3	feb	feb	PROPN
fuelectenerg-12594	316	4	.	.	PROPN
fuelectenerg-12594	316	5	2010	2010	NUM
fuelectenerg-12594	316	6	.	.	PUNCT
fuelectenerg-12594	317	1	[	[	X
fuelectenerg-12594	317	2	31	31	NUM
fuelectenerg-12594	317	3	]	]	PUNCT
fuelectenerg-12594	317	4	n.-c	n.-c	PROPN
fuelectenerg-12594	317	5	.	.	PUNCT
fuelectenerg-12594	317	6	jung	jung	PROPN
fuelectenerg-12594	317	7	,	,	PUNCT
fuelectenerg-12594	317	8	i.	i.	PROPN
fuelectenerg-12594	317	9	popescu	popescu	PROPN
fuelectenerg-12594	317	10	,	,	PUNCT
fuelectenerg-12594	317	11	p.	p.	PROPN
fuelectenerg-12594	317	12	kelderman	kelderman	NOUN
fuelectenerg-12594	317	13	,	,	PUNCT
fuelectenerg-12594	317	14	d.	d.	PROPN
fuelectenerg-12594	317	15	p.	p.	PROPN
fuelectenerg-12594	317	16	solomatine	solomatine	PROPN
fuelectenerg-12594	317	17	,	,	PUNCT
fuelectenerg-12594	317	18	and	and	CCONJ
fuelectenerg-12594	317	19	r.	r.	PROPN
fuelectenerg-12594	317	20	k.	k.	PROPN
fuelectenerg-12594	317	21	price	price	PROPN
fuelectenerg-12594	317	22	,	,	PUNCT
fuelectenerg-12594	317	23	"	"	PUNCT
fuelectenerg-12594	317	24	application	application	NOUN
fuelectenerg-12594	317	25	of	of	ADP
fuelectenerg-12594	317	26	model	model	NOUN
fuelectenerg-12594	317	27	trees	tree	NOUN
fuelectenerg-12594	317	28	and	and	CCONJ
fuelectenerg-12594	317	29	other	other	ADJ
fuelectenerg-12594	317	30	machine	machine	NOUN
fuelectenerg-12594	317	31	learning	learn	VERB
fuelectenerg-12594	317	32	techniques	technique	NOUN
fuelectenerg-12594	317	33	for	for	ADP
fuelectenerg-12594	317	34	algal	algal	ADJ
fuelectenerg-12594	317	35	growth	growth	NOUN
fuelectenerg-12594	317	36	prediction	prediction	NOUN
fuelectenerg-12594	317	37	in	in	ADP
fuelectenerg-12594	317	38	yongdam	yongdam	PROPN
fuelectenerg-12594	317	39	reservoir	reservoir	PROPN
fuelectenerg-12594	317	40	,	,	PUNCT
fuelectenerg-12594	317	41	republic	republic	NOUN
fuelectenerg-12594	317	42	of	of	ADP
fuelectenerg-12594	317	43	korea	korea	PROPN
fuelectenerg-12594	317	44	"	"	PUNCT
fuelectenerg-12594	317	45	,	,	PUNCT
fuelectenerg-12594	317	46	journal	journal	NOUN
fuelectenerg-12594	317	47	of	of	ADP
fuelectenerg-12594	317	48	hydroinformatics	hydroinformatic	NOUN
fuelectenerg-12594	317	49	,	,	PUNCT
fuelectenerg-12594	317	50	vol	vol	NOUN
fuelectenerg-12594	317	51	.	.	PROPN
fuelectenerg-12594	317	52	12	12	NUM
fuelectenerg-12594	317	53	,	,	PUNCT
fuelectenerg-12594	317	54	no	no	INTJ
fuelectenerg-12594	317	55	.	.	NOUN
fuelectenerg-12594	317	56	3	3	NUM
fuelectenerg-12594	317	57	,	,	PUNCT
fuelectenerg-12594	317	58	pp	pp	ADJ
fuelectenerg-12594	317	59	.	.	PUNCT
fuelectenerg-12594	318	1	262–274	262–274	NUM
fuelectenerg-12594	318	2	,	,	PUNCT
fuelectenerg-12594	318	3	jul	jul	PROPN
fuelectenerg-12594	318	4	.	.	PROPN
fuelectenerg-12594	318	5	2010	2010	NUM
fuelectenerg-12594	318	6	.	.	PUNCT
fuelectenerg-12594	319	1	[	[	X
fuelectenerg-12594	319	2	32	32	NUM
fuelectenerg-12594	319	3	]	]	PUNCT
fuelectenerg-12594	319	4	m.	m.	NOUN
fuelectenerg-12594	319	5	gashler	gashler	NOUN
fuelectenerg-12594	319	6	,	,	PUNCT
fuelectenerg-12594	319	7	c.	c.	PROPN
fuelectenerg-12594	319	8	giraud	giraud	PROPN
fuelectenerg-12594	319	9	-	-	PUNCT
fuelectenerg-12594	319	10	carrier	carrier	NOUN
fuelectenerg-12594	319	11	,	,	PUNCT
fuelectenerg-12594	319	12	and	and	CCONJ
fuelectenerg-12594	319	13	t.	t.	PROPN
fuelectenerg-12594	319	14	martinez	martinez	PROPN
fuelectenerg-12594	319	15	,	,	PUNCT
fuelectenerg-12594	319	16	"	"	PUNCT
fuelectenerg-12594	319	17	decision	decision	NOUN
fuelectenerg-12594	319	18	tree	tree	NOUN
fuelectenerg-12594	319	19	ensemble	ensemble	ADJ
fuelectenerg-12594	319	20	:	:	PUNCT
fuelectenerg-12594	319	21	small	small	ADJ
fuelectenerg-12594	319	22	heterogeneous	heterogeneous	ADJ
fuelectenerg-12594	319	23	is	be	AUX
fuelectenerg-12594	319	24	better	well	ADJ
fuelectenerg-12594	319	25	than	than	ADP
fuelectenerg-12594	319	26	large	large	ADJ
fuelectenerg-12594	319	27	homogeneous	homogeneous	ADJ
fuelectenerg-12594	319	28	"	"	PUNCT
fuelectenerg-12594	319	29	,	,	PUNCT
fuelectenerg-12594	319	30	in	in	ADP
fuelectenerg-12594	319	31	proceedings	proceeding	NOUN
fuelectenerg-12594	319	32	of	of	ADP
fuelectenerg-12594	319	33	the	the	DET
fuelectenerg-12594	319	34	2008	2008	NUM
fuelectenerg-12594	319	35	seventh	seventh	ADJ
fuelectenerg-12594	319	36	international	international	ADJ
fuelectenerg-12594	319	37	conference	conference	NOUN
fuelectenerg-12594	319	38	on	on	ADP
fuelectenerg-12594	319	39	machine	machine	NOUN
fuelectenerg-12594	319	40	learning	learning	NOUN
fuelectenerg-12594	319	41	and	and	CCONJ
fuelectenerg-12594	319	42	applications	application	NOUN
fuelectenerg-12594	319	43	,	,	PUNCT
fuelectenerg-12594	319	44	san	san	PROPN
fuelectenerg-12594	319	45	diego	diego	PROPN
fuelectenerg-12594	319	46	,	,	PUNCT
fuelectenerg-12594	319	47	ca	ca	PROPN
fuelectenerg-12594	319	48	,	,	PUNCT
fuelectenerg-12594	319	49	usa	usa	PROPN
fuelectenerg-12594	319	50	:	:	PUNCT
fuelectenerg-12594	319	51	ieee	ieee	NOUN
fuelectenerg-12594	319	52	,	,	PUNCT
fuelectenerg-12594	319	53	2008	2008	NUM
fuelectenerg-12594	319	54	,	,	PUNCT
fuelectenerg-12594	319	55	pp	pp	ADV
fuelectenerg-12594	319	56	.	.	PUNCT
fuelectenerg-12594	320	1	900–905	900–905	NUM
fuelectenerg-12594	320	2	.	.	PUNCT
fuelectenerg-12594	321	1	[	[	X
fuelectenerg-12594	321	2	33	33	NUM
fuelectenerg-12594	321	3	]	]	PUNCT
fuelectenerg-12594	321	4	l.	l.	PROPN
fuelectenerg-12594	321	5	baker	baker	PROPN
fuelectenerg-12594	321	6	and	and	CCONJ
fuelectenerg-12594	321	7	d.	d.	PROPN
fuelectenerg-12594	321	8	ellison	ellison	PROPN
fuelectenerg-12594	321	9	,	,	PUNCT
fuelectenerg-12594	321	10	"	"	PUNCT
fuelectenerg-12594	321	11	the	the	DET
fuelectenerg-12594	321	12	wisdom	wisdom	NOUN
fuelectenerg-12594	321	13	of	of	ADP
fuelectenerg-12594	321	14	crowds	crowd	NOUN
fuelectenerg-12594	321	15	—	—	PUNCT
fuelectenerg-12594	321	16	ensembles	ensemble	NOUN
fuelectenerg-12594	321	17	and	and	CCONJ
fuelectenerg-12594	321	18	modules	module	NOUN
fuelectenerg-12594	321	19	in	in	ADP
fuelectenerg-12594	321	20	environmental	environmental	ADJ
fuelectenerg-12594	321	21	modelling	modelling	NOUN
fuelectenerg-12594	321	22	"	"	PUNCT
fuelectenerg-12594	321	23	,	,	PUNCT
fuelectenerg-12594	321	24	geoderma	geoderma	NOUN
fuelectenerg-12594	321	25	,	,	PUNCT
fuelectenerg-12594	321	26	vol	vol	NOUN
fuelectenerg-12594	321	27	.	.	PROPN
fuelectenerg-12594	321	28	147	147	NUM
fuelectenerg-12594	321	29	,	,	PUNCT
fuelectenerg-12594	321	30	no	no	INTJ
fuelectenerg-12594	321	31	.	.	PUNCT
fuelectenerg-12594	322	1	1–2	1–2	NUM
fuelectenerg-12594	322	2	,	,	PUNCT
fuelectenerg-12594	322	3	pp	pp	ADV
fuelectenerg-12594	322	4	.	.	PUNCT
fuelectenerg-12594	323	1	1–7	1–7	NUM
fuelectenerg-12594	323	2	,	,	PUNCT
fuelectenerg-12594	323	3	sep	sep	PROPN
fuelectenerg-12594	323	4	.	.	PROPN
fuelectenerg-12594	323	5	2008	2008	NUM
fuelectenerg-12594	323	6	.	.	PUNCT
fuelectenerg-12594	324	1	[	[	X
fuelectenerg-12594	324	2	34	34	NUM
fuelectenerg-12594	324	3	]	]	PUNCT
fuelectenerg-12594	324	4	t.	t.	PROPN
fuelectenerg-12594	324	5	g.	g.	PROPN
fuelectenerg-12594	324	6	dietterich	dietterich	PROPN
fuelectenerg-12594	324	7	,	,	PUNCT
fuelectenerg-12594	324	8	"	"	PUNCT
fuelectenerg-12594	324	9	an	an	DET
fuelectenerg-12594	324	10	experimental	experimental	ADJ
fuelectenerg-12594	324	11	comparison	comparison	NOUN
fuelectenerg-12594	324	12	of	of	ADP
fuelectenerg-12594	324	13	three	three	NUM
fuelectenerg-12594	324	14	methods	method	NOUN
fuelectenerg-12594	324	15	for	for	ADP
fuelectenerg-12594	324	16	constructing	construct	VERB
fuelectenerg-12594	324	17	ensembles	ensemble	NOUN
fuelectenerg-12594	324	18	of	of	ADP
fuelectenerg-12594	324	19	decision	decision	NOUN
fuelectenerg-12594	324	20	trees	tree	NOUN
fuelectenerg-12594	324	21	:	:	PUNCT
fuelectenerg-12594	324	22	bagging	bagging	NOUN
fuelectenerg-12594	324	23	,	,	PUNCT
fuelectenerg-12594	324	24	boosting	boost	VERB
fuelectenerg-12594	324	25	,	,	PUNCT
fuelectenerg-12594	324	26	and	and	CCONJ
fuelectenerg-12594	324	27	randomization	randomization	NOUN
fuelectenerg-12594	324	28	"	"	PUNCT
fuelectenerg-12594	324	29	,	,	PUNCT
fuelectenerg-12594	324	30	machine	machine	NOUN
fuelectenerg-12594	324	31	learning	learning	NOUN
fuelectenerg-12594	324	32	,	,	PUNCT
fuelectenerg-12594	324	33	vol	vol	NOUN
fuelectenerg-12594	324	34	.	.	PROPN
fuelectenerg-12594	324	35	40	40	NUM
fuelectenerg-12594	324	36	,	,	PUNCT
fuelectenerg-12594	324	37	no	no	INTJ
fuelectenerg-12594	324	38	.	.	NOUN
fuelectenerg-12594	324	39	2	2	NUM
fuelectenerg-12594	324	40	,	,	PUNCT
fuelectenerg-12594	324	41	pp	pp	ADJ
fuelectenerg-12594	324	42	.	.	PUNCT
fuelectenerg-12594	325	1	139–157	139–157	NUM
fuelectenerg-12594	325	2	,	,	PUNCT
fuelectenerg-12594	325	3	2000	2000	NUM
fuelectenerg-12594	325	4	.	.	PUNCT
fuelectenerg-12594	326	1	686	686	NUM
fuelectenerg-12594	326	2	m.	m.	NOUN
fuelectenerg-12594	326	3	m.	m.	PROPN
fuelectenerg-12594	326	4	hasan	hasan	PROPN
fuelectenerg-12594	326	5	,	,	PUNCT
fuelectenerg-12594	326	6	m.	m.	PROPN
fuelectenerg-12594	326	7	n.	n.	PROPN
fuelectenerg-12594	326	8	islam	islam	PROPN
fuelectenerg-12594	326	9	,	,	PUNCT
fuelectenerg-12594	326	10	s.	s.	PROPN
fuelectenerg-12594	326	11	khandaker	khandaker	PROPN
fuelectenerg-12594	326	12	,	,	PUNCT
fuelectenerg-12594	326	13	n.	n.	PROPN
fuelectenerg-12594	326	14	sulaiman	sulaiman	PROPN
fuelectenerg-12594	326	15	,	,	PUNCT
fuelectenerg-12594	326	16	a.	a.	PROPN
fuelectenerg-12594	326	17	islam	islam	PROPN
fuelectenerg-12594	326	18	,	,	PUNCT
fuelectenerg-12594	326	19	m.	m.	NOUN
fuelectenerg-12594	326	20	m.	m.	PROPN
fuelectenerg-12594	326	21	hossain	hossain	PROPN
fuelectenerg-12594	327	1	[	[	X
fuelectenerg-12594	327	2	35	35	NUM
fuelectenerg-12594	327	3	]	]	X
fuelectenerg-12594	327	4	y.	y.	PROPN
fuelectenerg-12594	327	5	freund	freund	PROPN
fuelectenerg-12594	327	6	and	and	CCONJ
fuelectenerg-12594	327	7	r.	r.	PROPN
fuelectenerg-12594	327	8	e.	e.	PROPN
fuelectenerg-12594	327	9	schapire	schapire	PROPN
fuelectenerg-12594	327	10	,	,	PUNCT
fuelectenerg-12594	327	11	"	"	PUNCT
fuelectenerg-12594	327	12	experiments	experiment	NOUN
fuelectenerg-12594	327	13	with	with	ADP
fuelectenerg-12594	327	14	a	a	DET
fuelectenerg-12594	327	15	new	new	ADJ
fuelectenerg-12594	327	16	boosting	boost	VERB
fuelectenerg-12594	327	17	algorithm	algorithm	NOUN
fuelectenerg-12594	327	18	"	"	PUNCT
fuelectenerg-12594	327	19	,	,	PUNCT
fuelectenerg-12594	327	20	presented	present	VERB
fuelectenerg-12594	327	21	at	at	ADP
fuelectenerg-12594	327	22	the	the	DET
fuelectenerg-12594	327	23	machine	machine	NOUN
fuelectenerg-12594	327	24	learning	learning	NOUN
fuelectenerg-12594	327	25	:	:	PUNCT
fuelectenerg-12594	327	26	proceedings	proceeding	NOUN
fuelectenerg-12594	327	27	of	of	ADP
fuelectenerg-12594	327	28	the	the	DET
fuelectenerg-12594	327	29	thirteenth	thirteenth	ADJ
fuelectenerg-12594	327	30	international	international	ADJ
fuelectenerg-12594	327	31	conference	conference	NOUN
fuelectenerg-12594	327	32	,	,	PUNCT
fuelectenerg-12594	327	33	1996	1996	NUM
fuelectenerg-12594	327	34	,	,	PUNCT
fuelectenerg-12594	327	35	pp	pp	ADP
fuelectenerg-12594	327	36	.	.	PUNCT
fuelectenerg-12594	328	1	148–156	148–156	NUM
fuelectenerg-12594	328	2	.	.	PUNCT
fuelectenerg-12594	329	1	[	[	X
fuelectenerg-12594	329	2	36	36	NUM
fuelectenerg-12594	329	3	]	]	X
fuelectenerg-12594	329	4	m.	m.	NOUN
fuelectenerg-12594	329	5	adil	adil	PROPN
fuelectenerg-12594	329	6	,	,	PUNCT
fuelectenerg-12594	329	7	n.	n.	PROPN
fuelectenerg-12594	329	8	javaid	javaid	PROPN
fuelectenerg-12594	329	9	,	,	PUNCT
fuelectenerg-12594	329	10	u.	u.	PROPN
fuelectenerg-12594	329	11	qasim	qasim	PROPN
fuelectenerg-12594	329	12	,	,	PUNCT
fuelectenerg-12594	329	13	i.	i.	PROPN
fuelectenerg-12594	329	14	ullah	ullah	PROPN
fuelectenerg-12594	329	15	,	,	PUNCT
fuelectenerg-12594	329	16	m.	m.	PROPN
fuelectenerg-12594	329	17	shafiq	shafiq	PROPN
fuelectenerg-12594	329	18	,	,	PUNCT
fuelectenerg-12594	329	19	and	and	CCONJ
fuelectenerg-12594	329	20	j.-g	j.-g	PROPN
fuelectenerg-12594	329	21	.	.	PUNCT
fuelectenerg-12594	330	1	choi	choi	PROPN
fuelectenerg-12594	330	2	,	,	PUNCT
fuelectenerg-12594	330	3	"	"	PUNCT
fuelectenerg-12594	330	4	lstm	lstm	NOUN
fuelectenerg-12594	330	5	and	and	CCONJ
fuelectenerg-12594	330	6	bat	bat	NOUN
fuelectenerg-12594	330	7	-	-	PUNCT
fuelectenerg-12594	330	8	based	base	VERB
fuelectenerg-12594	330	9	rusboost	rusboost	ADJ
fuelectenerg-12594	330	10	approach	approach	NOUN
fuelectenerg-12594	330	11	for	for	ADP
fuelectenerg-12594	330	12	electricity	electricity	NOUN
fuelectenerg-12594	330	13	theft	theft	NOUN
fuelectenerg-12594	330	14	detection	detection	NOUN
fuelectenerg-12594	330	15	"	"	PUNCT
fuelectenerg-12594	330	16	,	,	PUNCT
fuelectenerg-12594	330	17	applied	apply	VERB
fuelectenerg-12594	330	18	sciences	science	NOUN
fuelectenerg-12594	330	19	,	,	PUNCT
fuelectenerg-12594	330	20	vol	vol	NOUN
fuelectenerg-12594	330	21	.	.	PROPN
fuelectenerg-12594	330	22	10	10	NUM
fuelectenerg-12594	330	23	,	,	PUNCT
fuelectenerg-12594	330	24	no	no	INTJ
fuelectenerg-12594	330	25	.	.	NOUN
fuelectenerg-12594	330	26	12	12	NUM
fuelectenerg-12594	330	27	,	,	PUNCT
fuelectenerg-12594	330	28	p.	p.	NOUN
fuelectenerg-12594	330	29	4378	4378	NUM
fuelectenerg-12594	330	30	,	,	PUNCT
fuelectenerg-12594	330	31	jun	jun	PROPN
fuelectenerg-12594	330	32	.	.	PROPN
fuelectenerg-12594	330	33	2020	2020	NUM
fuelectenerg-12594	330	34	.	.	PUNCT
fuelectenerg-12594	331	1	[	[	X
fuelectenerg-12594	331	2	37	37	NUM
fuelectenerg-12594	331	3	]	]	X
fuelectenerg-12594	331	4	r.	r.	PROPN
fuelectenerg-12594	331	5	polikar	polikar	PROPN
fuelectenerg-12594	331	6	,	,	PUNCT
fuelectenerg-12594	331	7	"	"	PUNCT
fuelectenerg-12594	331	8	ensemble	ensemble	ADJ
fuelectenerg-12594	331	9	based	base	VERB
fuelectenerg-12594	331	10	systems	system	NOUN
fuelectenerg-12594	331	11	in	in	ADP
fuelectenerg-12594	331	12	decision	decision	NOUN
fuelectenerg-12594	331	13	making	make	VERB
fuelectenerg-12594	331	14	"	"	PUNCT
fuelectenerg-12594	331	15	,	,	PUNCT
fuelectenerg-12594	331	16	ieee	ieee	NOUN
fuelectenerg-12594	331	17	circuits	circuit	NOUN
fuelectenerg-12594	331	18	syst	syst	PROPN
fuelectenerg-12594	331	19	.	.	PUNCT
fuelectenerg-12594	332	1	mag	mag	PROPN
fuelectenerg-12594	332	2	.	.	PROPN
fuelectenerg-12594	332	3	,	,	PUNCT
fuelectenerg-12594	332	4	vol	vol	NOUN
fuelectenerg-12594	332	5	.	.	PROPN
fuelectenerg-12594	333	1	6	6	NUM
fuelectenerg-12594	333	2	,	,	PUNCT
fuelectenerg-12594	333	3	no	no	INTJ
fuelectenerg-12594	333	4	.	.	NOUN
fuelectenerg-12594	333	5	3	3	NUM
fuelectenerg-12594	333	6	,	,	PUNCT
fuelectenerg-12594	333	7	pp	pp	ADJ
fuelectenerg-12594	333	8	.	.	PUNCT
fuelectenerg-12594	334	1	21–45	21–45	NUM
fuelectenerg-12594	334	2	,	,	PUNCT
fuelectenerg-12594	334	3	2006	2006	NUM
fuelectenerg-12594	334	4	.	.	PUNCT
fuelectenerg-12594	335	1	[	[	X
fuelectenerg-12594	335	2	38	38	NUM
fuelectenerg-12594	335	3	]	]	PUNCT
fuelectenerg-12594	335	4	c.	c.	PROPN
fuelectenerg-12594	335	5	zhang	zhang	PROPN
fuelectenerg-12594	335	6	and	and	CCONJ
fuelectenerg-12594	335	7	y.	y.	PROPN
fuelectenerg-12594	335	8	ma	ma	PROPN
fuelectenerg-12594	335	9	,	,	PUNCT
fuelectenerg-12594	335	10	eds	eds	PROPN
fuelectenerg-12594	335	11	.	.	PROPN
fuelectenerg-12594	335	12	,	,	PUNCT
fuelectenerg-12594	335	13	ensemble	ensemble	ADJ
fuelectenerg-12594	335	14	machine	machine	NOUN
fuelectenerg-12594	335	15	learning	learning	NOUN
fuelectenerg-12594	335	16	:	:	PUNCT
fuelectenerg-12594	335	17	methods	method	NOUN
fuelectenerg-12594	335	18	and	and	CCONJ
fuelectenerg-12594	335	19	applications	application	NOUN
fuelectenerg-12594	335	20	.	.	PUNCT
fuelectenerg-12594	336	1	new	new	PROPN
fuelectenerg-12594	336	2	york	york	PROPN
fuelectenerg-12594	336	3	,	,	PUNCT
fuelectenerg-12594	336	4	ny	ny	PROPN
fuelectenerg-12594	336	5	:	:	PUNCT
fuelectenerg-12594	336	6	springer	springer	PROPN
fuelectenerg-12594	336	7	new	new	PROPN
fuelectenerg-12594	336	8	york	york	PROPN
fuelectenerg-12594	336	9	,	,	PUNCT
fuelectenerg-12594	336	10	2012	2012	NUM
fuelectenerg-12594	336	11	.	.	PUNCT
fuelectenerg-12594	337	1	[	[	X
fuelectenerg-12594	337	2	39	39	NUM
fuelectenerg-12594	337	3	]	]	PUNCT
fuelectenerg-12594	337	4	a.	a.	NOUN
fuelectenerg-12594	337	5	rahman	rahman	PROPN
fuelectenerg-12594	337	6	and	and	CCONJ
fuelectenerg-12594	337	7	b.	b.	PROPN
fuelectenerg-12594	337	8	verma	verma	PROPN
fuelectenerg-12594	337	9	,	,	PUNCT
fuelectenerg-12594	337	10	"	"	PUNCT
fuelectenerg-12594	337	11	cluster‐based	cluster‐base	VERB
fuelectenerg-12594	337	12	ensemble	ensemble	ADJ
fuelectenerg-12594	337	13	of	of	ADP
fuelectenerg-12594	337	14	classifiers	classifier	NOUN
fuelectenerg-12594	337	15	"	"	PUNCT
fuelectenerg-12594	337	16	,	,	PUNCT
fuelectenerg-12594	337	17	expert	expert	NOUN
fuelectenerg-12594	337	18	systems	system	NOUN
fuelectenerg-12594	337	19	,	,	PUNCT
fuelectenerg-12594	337	20	vol	vol	NOUN
fuelectenerg-12594	337	21	.	.	PROPN
fuelectenerg-12594	337	22	30	30	NUM
fuelectenerg-12594	337	23	,	,	PUNCT
fuelectenerg-12594	337	24	no	no	INTJ
fuelectenerg-12594	337	25	.	.	NOUN
fuelectenerg-12594	337	26	3	3	NUM
fuelectenerg-12594	337	27	,	,	PUNCT
fuelectenerg-12594	337	28	pp	pp	ADJ
fuelectenerg-12594	337	29	.	.	PUNCT
fuelectenerg-12594	338	1	270–282	270–282	NUM
fuelectenerg-12594	338	2	,	,	PUNCT
fuelectenerg-12594	338	3	jul	jul	PROPN
fuelectenerg-12594	338	4	.	.	PROPN
fuelectenerg-12594	338	5	2013	2013	NUM
fuelectenerg-12594	338	6	.	.	PUNCT
fuelectenerg-12594	339	1	[	[	X
fuelectenerg-12594	339	2	40	40	NUM
fuelectenerg-12594	339	3	]	]	PUNCT
fuelectenerg-12594	339	4	d.	d.	PROPN
fuelectenerg-12594	339	5	tao	tao	PROPN
fuelectenerg-12594	339	6	,	,	PUNCT
fuelectenerg-12594	339	7	x.	x.	NOUN
fuelectenerg-12594	339	8	tang	tang	PROPN
fuelectenerg-12594	339	9	,	,	PUNCT
fuelectenerg-12594	339	10	x.	x.	PROPN
fuelectenerg-12594	339	11	li	li	PROPN
fuelectenerg-12594	339	12	,	,	PUNCT
fuelectenerg-12594	339	13	and	and	CCONJ
fuelectenerg-12594	339	14	x.	x.	PROPN
fuelectenerg-12594	339	15	wu	wu	PROPN
fuelectenerg-12594	339	16	,	,	PUNCT
fuelectenerg-12594	339	17	"	"	PUNCT
fuelectenerg-12594	339	18	asymmetric	asymmetric	ADJ
fuelectenerg-12594	339	19	bagging	bagging	NOUN
fuelectenerg-12594	339	20	and	and	CCONJ
fuelectenerg-12594	339	21	random	random	ADJ
fuelectenerg-12594	339	22	subspace	subspace	NOUN
fuelectenerg-12594	339	23	for	for	ADP
fuelectenerg-12594	339	24	support	support	NOUN
fuelectenerg-12594	339	25	vector	vector	NOUN
fuelectenerg-12594	339	26	machines	machine	NOUN
fuelectenerg-12594	339	27	-	-	PUNCT
fuelectenerg-12594	339	28	based	base	VERB
fuelectenerg-12594	339	29	relevance	relevance	NOUN
fuelectenerg-12594	339	30	feedback	feedback	NOUN
fuelectenerg-12594	339	31	in	in	ADP
fuelectenerg-12594	339	32	image	image	NOUN
fuelectenerg-12594	339	33	retrieval	retrieval	NOUN
fuelectenerg-12594	339	34	"	"	PUNCT
fuelectenerg-12594	339	35	,	,	PUNCT
fuelectenerg-12594	339	36	ieee	ieee	PROPN
fuelectenerg-12594	339	37	trans	tran	NOUN
fuelectenerg-12594	339	38	.	.	PUNCT
fuelectenerg-12594	340	1	pattern	pattern	PROPN
fuelectenerg-12594	340	2	anal	anal	PROPN
fuelectenerg-12594	340	3	.	.	PUNCT
fuelectenerg-12594	341	1	mach	mach	PROPN
fuelectenerg-12594	341	2	.	.	PUNCT
fuelectenerg-12594	342	1	intell	intell	PROPN
fuelectenerg-12594	342	2	.	.	PUNCT
fuelectenerg-12594	343	1	,	,	PUNCT
fuelectenerg-12594	343	2	vol	vol	NOUN
fuelectenerg-12594	343	3	.	.	PROPN
fuelectenerg-12594	344	1	28	28	NUM
fuelectenerg-12594	344	2	,	,	PUNCT
fuelectenerg-12594	344	3	no	no	INTJ
fuelectenerg-12594	344	4	.	.	NOUN
fuelectenerg-12594	344	5	7	7	NUM
fuelectenerg-12594	344	6	,	,	PUNCT
fuelectenerg-12594	344	7	pp	pp	ADJ
fuelectenerg-12594	344	8	.	.	PUNCT
fuelectenerg-12594	345	1	1088–1099	1088–1099	NUM
fuelectenerg-12594	345	2	,	,	PUNCT
fuelectenerg-12594	345	3	jul	jul	PROPN
fuelectenerg-12594	345	4	.	.	PROPN
fuelectenerg-12594	345	5	2006	2006	NUM
fuelectenerg-12594	345	6	.	.	PUNCT
fuelectenerg-12594	346	1	[	[	X
fuelectenerg-12594	346	2	41	41	NUM
fuelectenerg-12594	346	3	]	]	X
fuelectenerg-12594	346	4	n.	n.	NOUN
fuelectenerg-12594	346	5	garcía	garcía	NOUN
fuelectenerg-12594	346	6	-	-	PUNCT
fuelectenerg-12594	346	7	pedrajas	pedrajas	NOUN
fuelectenerg-12594	346	8	and	and	CCONJ
fuelectenerg-12594	346	9	d.	d.	PROPN
fuelectenerg-12594	346	10	ortiz	ortiz	PROPN
fuelectenerg-12594	346	11	-	-	PUNCT
fuelectenerg-12594	346	12	boyer	boyer	PROPN
fuelectenerg-12594	346	13	,	,	PUNCT
fuelectenerg-12594	346	14	"	"	PUNCT
fuelectenerg-12594	346	15	boosting	boost	VERB
fuelectenerg-12594	346	16	random	random	ADJ
fuelectenerg-12594	346	17	subspace	subspace	NOUN
fuelectenerg-12594	346	18	method	method	NOUN
fuelectenerg-12594	346	19	"	"	PUNCT
fuelectenerg-12594	346	20	,	,	PUNCT
fuelectenerg-12594	346	21	neural	neural	ADJ
fuelectenerg-12594	346	22	networks	network	NOUN
fuelectenerg-12594	346	23	,	,	PUNCT
fuelectenerg-12594	346	24	vol	vol	NOUN
fuelectenerg-12594	346	25	.	.	PROPN
fuelectenerg-12594	346	26	21	21	NUM
fuelectenerg-12594	346	27	,	,	PUNCT
fuelectenerg-12594	346	28	no	no	INTJ
fuelectenerg-12594	346	29	.	.	NOUN
fuelectenerg-12594	346	30	9	9	NUM
fuelectenerg-12594	346	31	,	,	PUNCT
fuelectenerg-12594	346	32	pp	pp	ADJ
fuelectenerg-12594	346	33	.	.	PUNCT
fuelectenerg-12594	347	1	1344–1362	1344–1362	NUM
fuelectenerg-12594	347	2	,	,	PUNCT
fuelectenerg-12594	347	3	nov	nov	PROPN
fuelectenerg-12594	347	4	.	.	PROPN
fuelectenerg-12594	347	5	2008	2008	NUM
fuelectenerg-12594	347	6	.	.	PUNCT
fuelectenerg-12594	348	1	[	[	X
fuelectenerg-12594	348	2	42	42	NUM
fuelectenerg-12594	348	3	]	]	PUNCT
fuelectenerg-12594	348	4	s.	s.	PROPN
fuelectenerg-12594	348	5	kotsiantis	kotsiantis	PROPN
fuelectenerg-12594	348	6	,	,	PUNCT
fuelectenerg-12594	348	7	"	"	PUNCT
fuelectenerg-12594	348	8	combining	combine	VERB
fuelectenerg-12594	348	9	bagging	bagging	NOUN
fuelectenerg-12594	348	10	,	,	PUNCT
fuelectenerg-12594	348	11	boosting	boost	VERB
fuelectenerg-12594	348	12	,	,	PUNCT
fuelectenerg-12594	348	13	rotation	rotation	NOUN
fuelectenerg-12594	348	14	forest	forest	NOUN
fuelectenerg-12594	348	15	and	and	CCONJ
fuelectenerg-12594	348	16	random	random	ADJ
fuelectenerg-12594	348	17	subspace	subspace	NOUN
fuelectenerg-12594	348	18	methods	method	NOUN
fuelectenerg-12594	348	19	"	"	PUNCT
fuelectenerg-12594	348	20	,	,	PUNCT
fuelectenerg-12594	348	21	artif	artif	PROPN
fuelectenerg-12594	348	22	intell	intell	PROPN
fuelectenerg-12594	348	23	rev	rev	VERB
fuelectenerg-12594	348	24	,	,	PUNCT
fuelectenerg-12594	348	25	vol	vol	NOUN
fuelectenerg-12594	348	26	.	.	PROPN
fuelectenerg-12594	348	27	35	35	NUM
fuelectenerg-12594	348	28	,	,	PUNCT
fuelectenerg-12594	348	29	no	no	INTJ
fuelectenerg-12594	348	30	.	.	NOUN
fuelectenerg-12594	348	31	3	3	NUM
fuelectenerg-12594	348	32	,	,	PUNCT
fuelectenerg-12594	348	33	pp	pp	ADJ
fuelectenerg-12594	348	34	.	.	PUNCT
fuelectenerg-12594	349	1	223–240	223–240	NUM
fuelectenerg-12594	349	2	,	,	PUNCT
fuelectenerg-12594	349	3	mar	mar	PROPN
fuelectenerg-12594	349	4	.	.	PROPN
fuelectenerg-12594	349	5	2011	2011	NUM
fuelectenerg-12594	349	6	.	.	PUNCT
fuelectenerg-12594	350	1	[	[	X
fuelectenerg-12594	350	2	43	43	NUM
fuelectenerg-12594	350	3	]	]	X
fuelectenerg-12594	350	4	tin	tin	NOUN
fuelectenerg-12594	350	5	kam	kam	PROPN
fuelectenerg-12594	350	6	ho	ho	PROPN
fuelectenerg-12594	350	7	,	,	PUNCT
fuelectenerg-12594	350	8	"	"	PUNCT
fuelectenerg-12594	350	9	the	the	DET
fuelectenerg-12594	350	10	random	random	ADJ
fuelectenerg-12594	350	11	subspace	subspace	NOUN
fuelectenerg-12594	350	12	method	method	NOUN
fuelectenerg-12594	350	13	for	for	ADP
fuelectenerg-12594	350	14	constructing	construct	VERB
fuelectenerg-12594	350	15	decision	decision	NOUN
fuelectenerg-12594	350	16	forests	forest	NOUN
fuelectenerg-12594	350	17	"	"	PUNCT
fuelectenerg-12594	350	18	,	,	PUNCT
fuelectenerg-12594	350	19	ieee	ieee	PROPN
fuelectenerg-12594	350	20	trans	tran	NOUN
fuelectenerg-12594	350	21	.	.	PUNCT
fuelectenerg-12594	351	1	pattern	pattern	PROPN
fuelectenerg-12594	351	2	anal	anal	PROPN
fuelectenerg-12594	351	3	.	.	PUNCT
fuelectenerg-12594	352	1	machine	machine	NOUN
fuelectenerg-12594	352	2	intell	intell	PROPN
fuelectenerg-12594	352	3	.	.	PUNCT
fuelectenerg-12594	352	4	,	,	PUNCT
fuelectenerg-12594	352	5	vol	vol	NOUN
fuelectenerg-12594	352	6	.	.	PROPN
fuelectenerg-12594	352	7	20	20	NUM
fuelectenerg-12594	352	8	,	,	PUNCT
fuelectenerg-12594	352	9	no	no	INTJ
fuelectenerg-12594	352	10	.	.	NOUN
fuelectenerg-12594	352	11	8	8	NUM
fuelectenerg-12594	352	12	,	,	PUNCT
fuelectenerg-12594	352	13	pp	pp	ADJ
fuelectenerg-12594	352	14	.	.	PUNCT
fuelectenerg-12594	353	1	832–844	832–844	NUM
fuelectenerg-12594	353	2	,	,	PUNCT
fuelectenerg-12594	353	3	aug	aug	PROPN
fuelectenerg-12594	353	4	.	.	PROPN
fuelectenerg-12594	353	5	1998	1998	NUM
fuelectenerg-12594	353	6	.	.	PUNCT
fuelectenerg-12594	354	1	[	[	X
fuelectenerg-12594	354	2	44	44	NUM
fuelectenerg-12594	354	3	]	]	PUNCT
fuelectenerg-12594	354	4	l.	l.	PROPN
fuelectenerg-12594	354	5	i.	i.	PROPN
fuelectenerg-12594	354	6	kuncheva	kuncheva	PROPN
fuelectenerg-12594	354	7	,	,	PUNCT
fuelectenerg-12594	354	8	j.	j.	PROPN
fuelectenerg-12594	354	9	j.	j.	PROPN
fuelectenerg-12594	354	10	rodriguez	rodriguez	PROPN
fuelectenerg-12594	354	11	,	,	PUNCT
fuelectenerg-12594	354	12	c.	c.	PROPN
fuelectenerg-12594	354	13	o.	o.	PROPN
fuelectenerg-12594	354	14	plumpton	plumpton	PROPN
fuelectenerg-12594	354	15	,	,	PUNCT
fuelectenerg-12594	354	16	d.	d.	PROPN
fuelectenerg-12594	354	17	e.	e.	PROPN
fuelectenerg-12594	354	18	j.	j.	PROPN
fuelectenerg-12594	354	19	linden	linden	PROPN
fuelectenerg-12594	354	20	,	,	PUNCT
fuelectenerg-12594	354	21	and	and	CCONJ
fuelectenerg-12594	354	22	s.	s.	PROPN
fuelectenerg-12594	354	23	j.	j.	PROPN
fuelectenerg-12594	354	24	johnston	johnston	PROPN
fuelectenerg-12594	354	25	,	,	PUNCT
fuelectenerg-12594	354	26	"	"	PUNCT
fuelectenerg-12594	354	27	random	random	ADJ
fuelectenerg-12594	354	28	subspace	subspace	NOUN
fuelectenerg-12594	354	29	ensembles	ensemble	NOUN
fuelectenerg-12594	354	30	for	for	ADP
fuelectenerg-12594	354	31	fmri	fmri	ADJ
fuelectenerg-12594	354	32	classification	classification	NOUN
fuelectenerg-12594	354	33	"	"	PUNCT
fuelectenerg-12594	354	34	,	,	PUNCT
fuelectenerg-12594	354	35	ieee	ieee	PROPN
fuelectenerg-12594	354	36	trans	tran	NOUN
fuelectenerg-12594	354	37	.	.	PROPN
fuelectenerg-12594	354	38	med	med	PROPN
fuelectenerg-12594	354	39	.	.	PUNCT
fuelectenerg-12594	354	40	imaging	imaging	PROPN
fuelectenerg-12594	354	41	,	,	PUNCT
fuelectenerg-12594	354	42	vol	vol	NOUN
fuelectenerg-12594	354	43	.	.	PROPN
fuelectenerg-12594	354	44	29	29	NUM
fuelectenerg-12594	354	45	,	,	PUNCT
fuelectenerg-12594	354	46	no	no	INTJ
fuelectenerg-12594	354	47	.	.	NOUN
fuelectenerg-12594	354	48	2	2	NUM
fuelectenerg-12594	354	49	,	,	PUNCT
fuelectenerg-12594	354	50	pp	pp	ADJ
fuelectenerg-12594	354	51	.	.	PUNCT
fuelectenerg-12594	355	1	531–542	531–542	NUM
fuelectenerg-12594	355	2	,	,	PUNCT
fuelectenerg-12594	355	3	feb	feb	PROPN
fuelectenerg-12594	355	4	.	.	PROPN
fuelectenerg-12594	355	5	2010	2010	NUM
fuelectenerg-12594	355	6	.	.	PUNCT
fuelectenerg-12594	356	1	[	[	X
fuelectenerg-12594	356	2	45	45	NUM
fuelectenerg-12594	356	3	]	]	PUNCT
fuelectenerg-12594	356	4	p.	p.	NOUN
fuelectenerg-12594	356	5	panov	panov	PROPN
fuelectenerg-12594	356	6	and	and	CCONJ
fuelectenerg-12594	356	7	s.	s.	PROPN
fuelectenerg-12594	356	8	džeroski	džeroski	PROPN
fuelectenerg-12594	356	9	,	,	PUNCT
fuelectenerg-12594	356	10	"	"	PUNCT
fuelectenerg-12594	356	11	combining	combine	VERB
fuelectenerg-12594	356	12	bagging	bagging	NOUN
fuelectenerg-12594	356	13	and	and	CCONJ
fuelectenerg-12594	356	14	random	random	ADJ
fuelectenerg-12594	356	15	subspaces	subspace	NOUN
fuelectenerg-12594	356	16	to	to	PART
fuelectenerg-12594	356	17	create	create	VERB
fuelectenerg-12594	356	18	better	well	ADJ
fuelectenerg-12594	356	19	ensembles	ensemble	NOUN
fuelectenerg-12594	356	20	"	"	PUNCT
fuelectenerg-12594	356	21	,	,	PUNCT
fuelectenerg-12594	356	22	in	in	ADP
fuelectenerg-12594	356	23	advances	advance	NOUN
fuelectenerg-12594	356	24	in	in	ADP
fuelectenerg-12594	356	25	intelligent	intelligent	ADJ
fuelectenerg-12594	356	26	data	datum	NOUN
fuelectenerg-12594	356	27	analysis	analysis	NOUN
fuelectenerg-12594	356	28	vii	vii	PROPN
fuelectenerg-12594	356	29	,	,	PUNCT
fuelectenerg-12594	356	30	vol	vol	NOUN
fuelectenerg-12594	356	31	.	.	PUNCT
fuelectenerg-12594	356	32	4723	4723	NUM
fuelectenerg-12594	356	33	,	,	PUNCT
fuelectenerg-12594	356	34	m.	m.	PROPN
fuelectenerg-12594	356	35	r.	r.	PROPN
fuelectenerg-12594	356	36	berthold	berthold	PROPN
fuelectenerg-12594	356	37	,	,	PUNCT
fuelectenerg-12594	356	38	j.	j.	PROPN
fuelectenerg-12594	356	39	shawe	shawe	PROPN
fuelectenerg-12594	356	40	-	-	PUNCT
fuelectenerg-12594	356	41	taylor	taylor	PROPN
fuelectenerg-12594	356	42	,	,	PUNCT
fuelectenerg-12594	356	43	and	and	CCONJ
fuelectenerg-12594	356	44	n.	n.	PROPN
fuelectenerg-12594	356	45	lavrač	lavrač	PROPN
fuelectenerg-12594	356	46	,	,	PUNCT
fuelectenerg-12594	356	47	eds	eds	PROPN
fuelectenerg-12594	356	48	.	.	PROPN
fuelectenerg-12594	356	49	,	,	PUNCT
fuelectenerg-12594	356	50	in	in	ADP
fuelectenerg-12594	356	51	lecture	lecture	NOUN
fuelectenerg-12594	356	52	notes	note	NOUN
fuelectenerg-12594	356	53	in	in	ADP
fuelectenerg-12594	356	54	computer	computer	NOUN
fuelectenerg-12594	356	55	science	science	NOUN
fuelectenerg-12594	356	56	,	,	PUNCT
fuelectenerg-12594	356	57	vol	vol	NOUN
fuelectenerg-12594	356	58	.	.	PROPN
fuelectenerg-12594	356	59	4723	4723	NUM
fuelectenerg-12594	356	60	,	,	PUNCT
fuelectenerg-12594	356	61	berlin	berlin	PROPN
fuelectenerg-12594	356	62	,	,	PUNCT
fuelectenerg-12594	356	63	heidelberg	heidelberg	PROPN
fuelectenerg-12594	356	64	:	:	PUNCT
fuelectenerg-12594	356	65	springer	springer	PROPN
fuelectenerg-12594	356	66	berlin	berlin	PROPN
fuelectenerg-12594	356	67	heidelberg	heidelberg	PROPN
fuelectenerg-12594	356	68	,	,	PUNCT
fuelectenerg-12594	356	69	2007	2007	NUM
fuelectenerg-12594	356	70	,	,	PUNCT
fuelectenerg-12594	356	71	pp	pp	ADJ
fuelectenerg-12594	356	72	.	.	PUNCT
fuelectenerg-12594	357	1	118–129	118–129	NUM
fuelectenerg-12594	357	2	.	.	PUNCT
fuelectenerg-12594	358	1	[	[	X
fuelectenerg-12594	358	2	46	46	NUM
fuelectenerg-12594	358	3	]	]	X
fuelectenerg-12594	358	4	q.	q.	PROPN
fuelectenerg-12594	358	5	wang	wang	PROPN
fuelectenerg-12594	358	6	,	,	PUNCT
fuelectenerg-12594	358	7	y.	y.	PROPN
fuelectenerg-12594	358	8	li	li	PROPN
fuelectenerg-12594	358	9	,	,	PUNCT
fuelectenerg-12594	358	10	and	and	CCONJ
fuelectenerg-12594	358	11	x.	x.	NOUN
fuelectenerg-12594	358	12	liu	liu	PROPN
fuelectenerg-12594	358	13	,	,	PUNCT
fuelectenerg-12594	358	14	"	"	PUNCT
fuelectenerg-12594	358	15	analysis	analysis	NOUN
fuelectenerg-12594	358	16	of	of	ADP
fuelectenerg-12594	358	17	feature	feature	NOUN
fuelectenerg-12594	358	18	fatigue	fatigue	NOUN
fuelectenerg-12594	358	19	eeg	eeg	NOUN
fuelectenerg-12594	358	20	signals	signal	NOUN
fuelectenerg-12594	358	21	based	base	VERB
fuelectenerg-12594	358	22	on	on	ADP
fuelectenerg-12594	358	23	wavelet	wavelet	PROPN
fuelectenerg-12594	358	24	entropy	entropy	PROPN
fuelectenerg-12594	358	25	"	"	PUNCT
fuelectenerg-12594	358	26	,	,	PUNCT
fuelectenerg-12594	358	27	int	int	PROPN
fuelectenerg-12594	358	28	.	.	PUNCT
fuelectenerg-12594	359	1	j.	j.	PROPN
fuelectenerg-12594	359	2	patt	patt	PROPN
fuelectenerg-12594	359	3	.	.	PUNCT
fuelectenerg-12594	360	1	recogn	recogn	VERB
fuelectenerg-12594	360	2	.	.	PUNCT
fuelectenerg-12594	361	1	artif	artif	INTJ
fuelectenerg-12594	361	2	.	.	PUNCT
fuelectenerg-12594	362	1	intell	intell	PROPN
fuelectenerg-12594	362	2	.	.	PUNCT
fuelectenerg-12594	362	3	,	,	PUNCT
fuelectenerg-12594	362	4	vol	vol	NOUN
fuelectenerg-12594	362	5	.	.	PROPN
fuelectenerg-12594	363	1	32	32	NUM
fuelectenerg-12594	363	2	,	,	PUNCT
fuelectenerg-12594	363	3	no	no	INTJ
fuelectenerg-12594	363	4	.	.	NOUN
fuelectenerg-12594	363	5	08	08	NUM
fuelectenerg-12594	363	6	,	,	PUNCT
fuelectenerg-12594	363	7	p.	p.	NOUN
fuelectenerg-12594	363	8	1854023	1854023	NUM
fuelectenerg-12594	363	9	,	,	PUNCT
fuelectenerg-12594	363	10	aug	aug	PROPN
fuelectenerg-12594	363	11	.	.	PROPN
fuelectenerg-12594	363	12	2018	2018	NUM
fuelectenerg-12594	363	13	.	.	PUNCT
fuelectenerg-12594	364	1	[	[	X
fuelectenerg-12594	364	2	47	47	NUM
fuelectenerg-12594	364	3	]	]	PUNCT
fuelectenerg-12594	364	4	m.	m.	NOUN
fuelectenerg-12594	364	5	rashid	rashid	PROPN
fuelectenerg-12594	364	6	,	,	PUNCT
fuelectenerg-12594	364	7	m.	m.	NOUN
fuelectenerg-12594	364	8	mustafa	mustafa	PROPN
fuelectenerg-12594	364	9	,	,	PUNCT
fuelectenerg-12594	364	10	n.	n.	PROPN
fuelectenerg-12594	364	11	sulaiman	sulaiman	PROPN
fuelectenerg-12594	364	12	,	,	PUNCT
fuelectenerg-12594	364	13	n.	n.	PROPN
fuelectenerg-12594	364	14	r.	r.	PROPN
fuelectenerg-12594	364	15	h.	h.	PROPN
fuelectenerg-12594	364	16	abdullah	abdullah	PROPN
fuelectenerg-12594	364	17	,	,	PUNCT
fuelectenerg-12594	364	18	and	and	CCONJ
fuelectenerg-12594	364	19	r.	r.	PROPN
fuelectenerg-12594	364	20	samad	samad	PROPN
fuelectenerg-12594	364	21	,	,	PUNCT
fuelectenerg-12594	364	22	"	"	PUNCT
fuelectenerg-12594	364	23	random	random	ADJ
fuelectenerg-12594	364	24	subspace	subspace	NOUN
fuelectenerg-12594	364	25	k	k	PROPN
fuelectenerg-12594	364	26	-	-	PUNCT
fuelectenerg-12594	364	27	nn	nn	PROPN
fuelectenerg-12594	364	28	based	base	VERB
fuelectenerg-12594	364	29	ensemble	ensemble	ADJ
fuelectenerg-12594	364	30	classifier	classifier	NOUN
fuelectenerg-12594	364	31	for	for	ADP
fuelectenerg-12594	364	32	driver	driver	NOUN
fuelectenerg-12594	364	33	fatigue	fatigue	NOUN
fuelectenerg-12594	364	34	detection	detection	NOUN
fuelectenerg-12594	364	35	utilizing	utilize	VERB
fuelectenerg-12594	364	36	selected	select	VERB
fuelectenerg-12594	364	37	eeg	eeg	NOUN
fuelectenerg-12594	364	38	channels	channel	NOUN
fuelectenerg-12594	364	39	"	"	PUNCT
fuelectenerg-12594	364	40	,	,	PUNCT
fuelectenerg-12594	364	41	ts	ts	NOUN
fuelectenerg-12594	364	42	,	,	PUNCT
fuelectenerg-12594	364	43	vol	vol	NOUN
fuelectenerg-12594	364	44	.	.	PROPN
fuelectenerg-12594	364	45	38	38	NUM
fuelectenerg-12594	364	46	,	,	PUNCT
fuelectenerg-12594	364	47	no	no	INTJ
fuelectenerg-12594	364	48	.	.	NOUN
fuelectenerg-12594	364	49	5	5	NUM
fuelectenerg-12594	364	50	,	,	PUNCT
fuelectenerg-12594	364	51	pp	pp	ADJ
fuelectenerg-12594	364	52	.	.	PUNCT
fuelectenerg-12594	365	1	1259–1270	1259–1270	NUM
fuelectenerg-12594	365	2	,	,	PUNCT
fuelectenerg-12594	365	3	oct	oct	PROPN
fuelectenerg-12594	365	4	.	.	PROPN
fuelectenerg-12594	365	5	2021	2021	NUM
fuelectenerg-12594	365	6	.	.	PUNCT
fuelectenerg-12594	366	1	[	[	X
fuelectenerg-12594	366	2	48	48	NUM
fuelectenerg-12594	366	3	]	]	PUNCT
fuelectenerg-12594	366	4	s.	s.	PROPN
fuelectenerg-12594	366	5	zou	zou	PROPN
fuelectenerg-12594	366	6	,	,	PUNCT
fuelectenerg-12594	366	7	t.	t.	PROPN
fuelectenerg-12594	366	8	qiu	qiu	PROPN
fuelectenerg-12594	366	9	,	,	PUNCT
fuelectenerg-12594	366	10	p.	p.	PROPN
fuelectenerg-12594	366	11	huang	huang	PROPN
fuelectenerg-12594	366	12	,	,	PUNCT
fuelectenerg-12594	366	13	x.	x.	PROPN
fuelectenerg-12594	366	14	bai	bai	PROPN
fuelectenerg-12594	366	15	,	,	PUNCT
fuelectenerg-12594	366	16	and	and	CCONJ
fuelectenerg-12594	366	17	c.	c.	PROPN
fuelectenerg-12594	366	18	liu	liu	PROPN
fuelectenerg-12594	366	19	,	,	PUNCT
fuelectenerg-12594	366	20	"	"	PUNCT
fuelectenerg-12594	366	21	constructing	construct	VERB
fuelectenerg-12594	366	22	multi	multi	ADJ
fuelectenerg-12594	366	23	-	-	ADJ
fuelectenerg-12594	366	24	scale	scale	ADJ
fuelectenerg-12594	366	25	entropy	entropy	NOUN
fuelectenerg-12594	366	26	based	base	VERB
fuelectenerg-12594	366	27	on	on	ADP
fuelectenerg-12594	366	28	the	the	DET
fuelectenerg-12594	366	29	empirical	empirical	ADJ
fuelectenerg-12594	366	30	mode	mode	NOUN
fuelectenerg-12594	366	31	decomposition	decomposition	NOUN
fuelectenerg-12594	366	32	(	(	PUNCT
fuelectenerg-12594	366	33	emd	emd	PROPN
fuelectenerg-12594	366	34	)	)	PUNCT
fuelectenerg-12594	366	35	and	and	CCONJ
fuelectenerg-12594	366	36	its	its	PRON
fuelectenerg-12594	366	37	application	application	NOUN
fuelectenerg-12594	366	38	in	in	ADP
fuelectenerg-12594	366	39	recognizing	recognize	VERB
fuelectenerg-12594	366	40	driving	drive	VERB
fuelectenerg-12594	366	41	fatigue	fatigue	NOUN
fuelectenerg-12594	366	42	"	"	PUNCT
fuelectenerg-12594	366	43	,	,	PUNCT
fuelectenerg-12594	366	44	journal	journal	NOUN
fuelectenerg-12594	366	45	of	of	ADP
fuelectenerg-12594	366	46	neuroscience	neuroscience	NOUN
fuelectenerg-12594	366	47	methods	method	NOUN
fuelectenerg-12594	366	48	,	,	PUNCT
fuelectenerg-12594	366	49	vol	vol	NOUN
fuelectenerg-12594	366	50	.	.	PROPN
fuelectenerg-12594	366	51	341	341	NUM
fuelectenerg-12594	366	52	,	,	PUNCT
fuelectenerg-12594	366	53	p.	p.	NOUN
fuelectenerg-12594	366	54	108691	108691	NUM
fuelectenerg-12594	366	55	,	,	PUNCT
fuelectenerg-12594	366	56	jul	jul	PROPN
fuelectenerg-12594	366	57	.	.	PROPN
fuelectenerg-12594	366	58	2020	2020	NUM
fuelectenerg-12594	366	59	.	.	PUNCT
fuelectenerg-12594	367	1	[	[	X
fuelectenerg-12594	367	2	49	49	NUM
fuelectenerg-12594	367	3	]	]	PUNCT
fuelectenerg-12594	367	4	a.	a.	NOUN
fuelectenerg-12594	367	5	chaudhuri	chaudhuri	PROPN
fuelectenerg-12594	367	6	and	and	CCONJ
fuelectenerg-12594	367	7	a.	a.	NOUN
fuelectenerg-12594	367	8	routray	routray	NOUN
fuelectenerg-12594	367	9	,	,	PUNCT
fuelectenerg-12594	367	10	"	"	PUNCT
fuelectenerg-12594	367	11	driver	driver	NOUN
fuelectenerg-12594	367	12	fatigue	fatigue	NOUN
fuelectenerg-12594	367	13	detection	detection	NOUN
fuelectenerg-12594	367	14	through	through	ADP
fuelectenerg-12594	367	15	chaotic	chaotic	ADJ
fuelectenerg-12594	367	16	entropy	entropy	NOUN
fuelectenerg-12594	367	17	analysis	analysis	NOUN
fuelectenerg-12594	367	18	of	of	ADP
fuelectenerg-12594	367	19	cortical	cortical	ADJ
fuelectenerg-12594	367	20	sources	source	NOUN
fuelectenerg-12594	367	21	obtained	obtain	VERB
fuelectenerg-12594	367	22	from	from	ADP
fuelectenerg-12594	367	23	scalp	scalp	NOUN
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fuelectenerg-12594	367	30	.	.	PUNCT
fuelectenerg-12594	368	1	intell	intell	PROPN
fuelectenerg-12594	368	2	.	.	PUNCT
fuelectenerg-12594	369	1	transport	transport	NOUN
fuelectenerg-12594	369	2	.	.	PUNCT
fuelectenerg-12594	370	1	syst	syst	PROPN
fuelectenerg-12594	370	2	.	.	PUNCT
fuelectenerg-12594	370	3	,	,	PUNCT
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fuelectenerg-12594	370	5	.	.	PROPN
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fuelectenerg-12594	370	7	,	,	PUNCT
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fuelectenerg-12594	370	9	.	.	NOUN
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fuelectenerg-12594	370	11	,	,	PUNCT
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fuelectenerg-12594	370	13	.	.	PUNCT
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fuelectenerg-12594	371	2	–	–	PUNCT
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fuelectenerg-12594	371	4	,	,	PUNCT
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fuelectenerg-12594	371	8	.	.	PUNCT
fuelectenerg-12594	372	1	[	[	X
fuelectenerg-12594	372	2	50	50	NUM
fuelectenerg-12594	372	3	]	]	PUNCT
fuelectenerg-12594	372	4	j.	j.	PROPN
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fuelectenerg-12594	372	6	,	,	PUNCT
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fuelectenerg-12594	372	9	,	,	PUNCT
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fuelectenerg-12594	372	17	"	"	PUNCT
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fuelectenerg-12594	372	21	affecting	affect	VERB
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fuelectenerg-12594	372	23	based	base	VERB
fuelectenerg-12594	372	24	functional	functional	ADJ
fuelectenerg-12594	372	25	brain	brain	NOUN
fuelectenerg-12594	372	26	networks	network	NOUN
fuelectenerg-12594	372	27	during	during	ADP
fuelectenerg-12594	372	28	real	real	ADJ
fuelectenerg-12594	372	29	driving	driving	NOUN
fuelectenerg-12594	372	30	in	in	ADP
fuelectenerg-12594	372	31	young	young	ADJ
fuelectenerg-12594	372	32	males	male	NOUN
fuelectenerg-12594	372	33	"	"	PUNCT
fuelectenerg-12594	372	34	,	,	PUNCT
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fuelectenerg-12594	372	36	,	,	PUNCT
fuelectenerg-12594	372	37	vol	vol	NOUN
fuelectenerg-12594	372	38	.	.	PROPN
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fuelectenerg-12594	372	40	,	,	PUNCT
fuelectenerg-12594	372	41	pp	pp	ADJ
fuelectenerg-12594	372	42	.	.	PUNCT
fuelectenerg-12594	373	1	200–211	200–211	NUM
fuelectenerg-12594	373	2	,	,	PUNCT
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fuelectenerg-12594	373	6	.	.	PUNCT
fuelectenerg-12594	374	1	[	[	X
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fuelectenerg-12594	374	3	]	]	PUNCT
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fuelectenerg-12594	374	5	chai	chai	NOUN
fuelectenerg-12594	374	6	et	et	PROPN
fuelectenerg-12594	374	7	al	al	PROPN
fuelectenerg-12594	374	8	.	.	PROPN
fuelectenerg-12594	374	9	,	,	PUNCT
fuelectenerg-12594	374	10	"	"	PUNCT
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fuelectenerg-12594	374	23	in	in	ADP
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fuelectenerg-12594	374	26	-	-	PUNCT
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fuelectenerg-12594	374	29	"	"	PUNCT
fuelectenerg-12594	374	30	,	,	PUNCT
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fuelectenerg-12594	374	32	j.	j.	PROPN
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fuelectenerg-12594	374	34	.	.	PUNCT
fuelectenerg-12594	375	1	health	health	NOUN
fuelectenerg-12594	375	2	inform	inform	NOUN
fuelectenerg-12594	375	3	.	.	PUNCT
fuelectenerg-12594	375	4	,	,	PUNCT
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fuelectenerg-12594	375	14	.	.	PUNCT
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fuelectenerg-12594	376	2	,	,	PUNCT
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fuelectenerg-12594	376	5	.	.	PUNCT
fuelectenerg-12594	377	1	[	[	X
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fuelectenerg-12594	377	3	]	]	PUNCT
fuelectenerg-12594	377	4	c.	c.	PROPN
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fuelectenerg-12594	377	6	,	,	PUNCT
fuelectenerg-12594	377	7	c.	c.	PROPN
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fuelectenerg-12594	377	9	,	,	PUNCT
fuelectenerg-12594	377	10	m.	m.	NOUN
fuelectenerg-12594	377	11	zhao	zhao	PROPN
fuelectenerg-12594	377	12	,	,	PUNCT
fuelectenerg-12594	377	13	y.	y.	PROPN
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fuelectenerg-12594	377	17	j.	j.	PROPN
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fuelectenerg-12594	377	20	"	"	PUNCT
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fuelectenerg-12594	377	33	based	base	VERB
fuelectenerg-12594	377	34	on	on	ADP
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fuelectenerg-12594	377	36	"	"	PUNCT
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fuelectenerg-12594	377	39	systems	system	NOUN
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fuelectenerg-12594	377	41	applications	application	NOUN
fuelectenerg-12594	377	42	,	,	PUNCT
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fuelectenerg-12594	377	50	,	,	PUNCT
fuelectenerg-12594	377	51	pp	pp	ADJ
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fuelectenerg-12594	377	58	.	.	PUNCT
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fuelectenerg-12594	378	3	]	]	PUNCT
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fuelectenerg-12594	378	25	"	"	PUNCT
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fuelectenerg-12594	379	3	.	.	PUNCT
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fuelectenerg-12594	380	2	.	.	PUNCT
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fuelectenerg-12594	381	2	.	.	PUNCT
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fuelectenerg-12594	382	2	.	.	PUNCT
fuelectenerg-12594	383	1	,	,	PUNCT
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fuelectenerg-12594	385	1	[	[	X
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fuelectenerg-12594	385	3	]	]	PUNCT
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fuelectenerg-12594	385	21	fusion	fusion	NOUN
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fuelectenerg-12594	385	26	-	-	PUNCT
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fuelectenerg-12594	385	29	"	"	PUNCT
fuelectenerg-12594	385	30	,	,	PUNCT
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fuelectenerg-12594	385	41	,	,	PUNCT
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fuelectenerg-12594	385	48	.	.	PUNCT
fuelectenerg-12594	386	1	[	[	X
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fuelectenerg-12594	386	3	]	]	PUNCT
fuelectenerg-12594	386	4	r.	r.	PROPN
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fuelectenerg-12594	386	8	.	.	PROPN
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fuelectenerg-12594	386	10	"	"	PUNCT
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fuelectenerg-12594	386	12	eeg	eeg	NOUN
fuelectenerg-12594	386	13	-	-	PUNCT
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fuelectenerg-12594	388	1	,	,	PUNCT
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fuelectenerg-12594	388	3	.	.	PROPN
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fuelectenerg-12594	388	9	.	.	PUNCT