id	sid	tid	token	lemma	pos
app01-4011	1	1	acta	acta	PROPN
app01-4011	1	2	polytechnica	polytechnica	PROPN
app01-4011	1	3	ctu	ctu	PROPN
app01-4011	1	4	proceedings	proceeding	NOUN
app01-4011	1	5	doi:10.14311	doi:10.14311	NOUN
app01-4011	1	6	/	/	SYM
app01-4011	1	7	app.2017.12.0032	app.2017.12.0032	PROPN
app01-4011	1	8	acta	acta	PROPN
app01-4011	1	9	polytechnica	polytechnica	PROPN
app01-4011	1	10	ctu	ctu	NOUN
app01-4011	1	11	proceedings	proceeding	NOUN
app01-4011	1	12	12:32–37	12:32–37	NUM
app01-4011	1	13	,	,	PUNCT
app01-4011	1	14	2017	2017	NUM
app01-4011	1	15	©	©	PROPN
app01-4011	1	16	czech	czech	PROPN
app01-4011	1	17	technical	technical	PROPN
app01-4011	1	18	university	university	PROPN
app01-4011	1	19	in	in	ADP
app01-4011	1	20	prague	prague	PROPN
app01-4011	1	21	,	,	PUNCT
app01-4011	1	22	2017	2017	NUM
app01-4011	1	23	available	available	ADJ
app01-4011	1	24	online	online	ADV
app01-4011	1	25	at	at	ADP
app01-4011	1	26	http://ojs.cvut.cz/ojs/index.php/app	http://ojs.cvut.cz/ojs/index.php/app	NOUN
app01-4011	1	27	microsleeps	microsleep	NOUN
app01-4011	1	28	and	and	CCONJ
app01-4011	1	29	their	their	PRON
app01-4011	1	30	detection	detection	NOUN
app01-4011	1	31	from	from	ADP
app01-4011	1	32	biological	biological	ADJ
app01-4011	1	33	signals	signal	NOUN
app01-4011	1	34	martin	martin	PROPN
app01-4011	1	35	holub∗	holub∗	PROPN
app01-4011	1	36	,	,	PUNCT
app01-4011	1	37	martina	martina	PROPN
app01-4011	1	38	šrutová	šrutová	PROPN
app01-4011	1	39	,	,	PUNCT
app01-4011	1	40	lenka	lenka	PROPN
app01-4011	1	41	lhotská	lhotská	PROPN
app01-4011	1	42	czech	czech	PROPN
app01-4011	1	43	technical	technical	PROPN
app01-4011	1	44	university	university	PROPN
app01-4011	1	45	in	in	ADP
app01-4011	1	46	prague	prague	PROPN
app01-4011	1	47	,	,	PUNCT
app01-4011	1	48	faculty	faculty	NOUN
app01-4011	1	49	of	of	ADP
app01-4011	1	50	electrical	electrical	ADJ
app01-4011	1	51	engineering	engineering	NOUN
app01-4011	1	52	,	,	PUNCT
app01-4011	1	53	department	department	NOUN
app01-4011	1	54	of	of	ADP
app01-4011	1	55	cybernetics	cybernetic	NOUN
app01-4011	1	56	,	,	PUNCT
app01-4011	1	57	karlovo	karlovo	PROPN
app01-4011	1	58	nám	nám	PROPN
app01-4011	1	59	.	.	PROPN
app01-4011	2	1	13	13	NUM
app01-4011	2	2	,	,	PUNCT
app01-4011	2	3	praha	praha	NOUN
app01-4011	2	4	2	2	NUM
app01-4011	2	5	,	,	PUNCT
app01-4011	2	6	121	121	NUM
app01-4011	2	7	35	35	NUM
app01-4011	2	8	,	,	PUNCT
app01-4011	2	9	czech	czech	PROPN
app01-4011	2	10	republic	republic	NOUN
app01-4011	2	11	∗	∗	NOUN
app01-4011	2	12	corresponding	correspond	VERB
app01-4011	2	13	author	author	NOUN
app01-4011	2	14	:	:	PUNCT
app01-4011	2	15	martinholub@mail.com	martinholub@mail.com	X
app01-4011	2	16	abstract	abstract	ADJ
app01-4011	2	17	.	.	PUNCT
app01-4011	3	1	microsleeps	microsleep	NOUN
app01-4011	3	2	(	(	PUNCT
app01-4011	3	3	ms	ms	NOUN
app01-4011	3	4	)	)	PUNCT
app01-4011	3	5	are	be	AUX
app01-4011	3	6	a	a	DET
app01-4011	3	7	frequently	frequently	ADV
app01-4011	3	8	discussed	discuss	VERB
app01-4011	3	9	topic	topic	NOUN
app01-4011	3	10	due	due	ADP
app01-4011	3	11	to	to	ADP
app01-4011	3	12	their	their	PRON
app01-4011	3	13	fatal	fatal	ADJ
app01-4011	3	14	consequences	consequence	NOUN
app01-4011	3	15	.	.	PUNCT
app01-4011	4	1	their	their	PRON
app01-4011	4	2	detection	detection	NOUN
app01-4011	4	3	is	be	AUX
app01-4011	4	4	necessary	necessary	ADJ
app01-4011	4	5	for	for	ADP
app01-4011	4	6	the	the	DET
app01-4011	4	7	purpose	purpose	NOUN
app01-4011	4	8	of	of	ADP
app01-4011	4	9	sleep	sleep	NOUN
app01-4011	4	10	laboratories	laboratory	NOUN
app01-4011	4	11	,	,	PUNCT
app01-4011	4	12	where	where	SCONJ
app01-4011	4	13	they	they	PRON
app01-4011	4	14	provide	provide	VERB
app01-4011	4	15	an	an	DET
app01-4011	4	16	option	option	NOUN
app01-4011	4	17	for	for	ADP
app01-4011	4	18	the	the	DET
app01-4011	4	19	quantifying	quantify	VERB
app01-4011	4	20	rate	rate	NOUN
app01-4011	4	21	of	of	ADP
app01-4011	4	22	sleep	sleep	NOUN
app01-4011	4	23	deprivation	deprivation	NOUN
app01-4011	4	24	level	level	NOUN
app01-4011	4	25	and	and	CCONJ
app01-4011	4	26	objective	objective	ADJ
app01-4011	4	27	evaluation	evaluation	NOUN
app01-4011	4	28	of	of	ADP
app01-4011	4	29	subjective	subjective	ADJ
app01-4011	4	30	sleepiness	sleepiness	NOUN
app01-4011	4	31	.	.	PUNCT
app01-4011	5	1	many	many	ADJ
app01-4011	5	2	studies	study	NOUN
app01-4011	5	3	are	be	AUX
app01-4011	5	4	dealing	deal	VERB
app01-4011	5	5	with	with	ADP
app01-4011	5	6	this	this	DET
app01-4011	5	7	topic	topic	NOUN
app01-4011	5	8	for	for	ADP
app01-4011	5	9	automotive	automotive	ADJ
app01-4011	5	10	usage	usage	NOUN
app01-4011	5	11	to	to	PART
app01-4011	5	12	design	design	VERB
app01-4011	5	13	a	a	DET
app01-4011	5	14	fatigue	fatigue	NOUN
app01-4011	5	15	countermeasure	countermeasure	NOUN
app01-4011	5	16	device	device	NOUN
app01-4011	5	17	.	.	PUNCT
app01-4011	6	1	we	we	PRON
app01-4011	6	2	made	make	VERB
app01-4011	6	3	a	a	DET
app01-4011	6	4	research	research	NOUN
app01-4011	6	5	of	of	ADP
app01-4011	6	6	recent	recent	ADJ
app01-4011	6	7	attitude	attitude	NOUN
app01-4011	6	8	to	to	ADP
app01-4011	6	9	the	the	DET
app01-4011	6	10	development	development	NOUN
app01-4011	6	11	of	of	ADP
app01-4011	6	12	the	the	DET
app01-4011	6	13	automated	automate	VERB
app01-4011	6	14	ms	ms	NOUN
app01-4011	6	15	detection	detection	NOUN
app01-4011	6	16	methods	method	NOUN
app01-4011	6	17	.	.	PUNCT
app01-4011	7	1	we	we	PRON
app01-4011	7	2	created	create	VERB
app01-4011	7	3	an	an	DET
app01-4011	7	4	overview	overview	NOUN
app01-4011	7	5	of	of	ADP
app01-4011	7	6	several	several	ADJ
app01-4011	7	7	ms	ms	NOUN
app01-4011	7	8	detection	detection	NOUN
app01-4011	7	9	approaches	approach	NOUN
app01-4011	7	10	based	base	VERB
app01-4011	7	11	on	on	ADP
app01-4011	7	12	the	the	DET
app01-4011	7	13	measurement	measurement	NOUN
app01-4011	7	14	of	of	ADP
app01-4011	7	15	biological	biological	ADJ
app01-4011	7	16	signals	signal	NOUN
app01-4011	7	17	.	.	PUNCT
app01-4011	8	1	we	we	PRON
app01-4011	8	2	also	also	ADV
app01-4011	8	3	summarized	summarize	VERB
app01-4011	8	4	the	the	DET
app01-4011	8	5	changes	change	NOUN
app01-4011	8	6	in	in	ADP
app01-4011	8	7	eeg	eeg	PROPN
app01-4011	8	8	,	,	PUNCT
app01-4011	8	9	eog	eog	PROPN
app01-4011	8	10	and	and	CCONJ
app01-4011	8	11	ecg	ecg	PROPN
app01-4011	8	12	signals	signal	NOUN
app01-4011	8	13	,	,	PUNCT
app01-4011	8	14	which	which	PRON
app01-4011	8	15	have	have	AUX
app01-4011	8	16	been	be	AUX
app01-4011	8	17	published	publish	VERB
app01-4011	8	18	over	over	ADP
app01-4011	8	19	the	the	DET
app01-4011	8	20	last	last	ADJ
app01-4011	8	21	few	few	ADJ
app01-4011	8	22	years	year	NOUN
app01-4011	8	23	.	.	PUNCT
app01-4011	9	1	the	the	DET
app01-4011	9	2	reproducible	reproducible	ADJ
app01-4011	9	3	changes	change	NOUN
app01-4011	9	4	in	in	ADP
app01-4011	9	5	the	the	DET
app01-4011	9	6	entire	entire	ADJ
app01-4011	9	7	eeg	eeg	NOUN
app01-4011	9	8	spectrum	spectrum	NOUN
app01-4011	9	9	,	,	PUNCT
app01-4011	9	10	primarily	primarily	ADV
app01-4011	9	11	with	with	ADP
app01-4011	9	12	the	the	DET
app01-4011	9	13	increased	increase	VERB
app01-4011	9	14	activity	activity	NOUN
app01-4011	9	15	of	of	ADP
app01-4011	9	16	delta	delta	NOUN
app01-4011	9	17	and	and	CCONJ
app01-4011	9	18	theta	theta	NOUN
app01-4011	9	19	,	,	PUNCT
app01-4011	9	20	were	be	AUX
app01-4011	9	21	noticed	notice	VERB
app01-4011	9	22	during	during	ADP
app01-4011	9	23	a	a	DET
app01-4011	9	24	transition	transition	NOUN
app01-4011	9	25	to	to	ADP
app01-4011	9	26	fatigue	fatigue	NOUN
app01-4011	9	27	.	.	PUNCT
app01-4011	10	1	there	there	PRON
app01-4011	10	2	were	be	VERB
app01-4011	10	3	observed	observe	VERB
app01-4011	10	4	changes	change	NOUN
app01-4011	10	5	of	of	ADP
app01-4011	10	6	blinking	blink	VERB
app01-4011	10	7	rate	rate	NOUN
app01-4011	10	8	and	and	CCONJ
app01-4011	10	9	reduction	reduction	NOUN
app01-4011	10	10	of	of	ADP
app01-4011	10	11	eye	eye	NOUN
app01-4011	10	12	movements	movement	NOUN
app01-4011	10	13	during	during	ADP
app01-4011	10	14	the	the	DET
app01-4011	10	15	fatigue	fatigue	NOUN
app01-4011	10	16	tasks	task	NOUN
app01-4011	10	17	.	.	PUNCT
app01-4011	11	1	ms	ms	PROPN
app01-4011	11	2	correspond	correspond	PROPN
app01-4011	11	3	with	with	ADP
app01-4011	11	4	variations	variation	NOUN
app01-4011	11	5	in	in	ADP
app01-4011	11	6	the	the	DET
app01-4011	11	7	autonomic	autonomic	ADJ
app01-4011	11	8	regulation	regulation	NOUN
app01-4011	11	9	of	of	ADP
app01-4011	11	10	the	the	DET
app01-4011	11	11	cardiovascular	cardiovascular	ADJ
app01-4011	11	12	function	function	NOUN
app01-4011	11	13	,	,	PUNCT
app01-4011	11	14	which	which	PRON
app01-4011	11	15	can	can	AUX
app01-4011	11	16	be	be	AUX
app01-4011	11	17	quantified	quantify	VERB
app01-4011	11	18	by	by	ADP
app01-4011	11	19	hrv	hrv	NOUN
app01-4011	11	20	parameters	parameter	NOUN
app01-4011	11	21	.	.	PUNCT
app01-4011	12	1	the	the	DET
app01-4011	12	2	decrease	decrease	NOUN
app01-4011	12	3	in	in	ADP
app01-4011	12	4	hr	hr	NOUN
app01-4011	12	5	,	,	PUNCT
app01-4011	12	6	vlf	vlf	NOUN
app01-4011	12	7	,	,	PUNCT
app01-4011	12	8	and	and	CCONJ
app01-4011	12	9	lf	lf	PROPN
app01-4011	12	10	/	/	SYM
app01-4011	12	11	hf	hf	NOUN
app01-4011	12	12	before	before	ADP
app01-4011	12	13	falling	fall	VERB
app01-4011	12	14	asleep	asleep	ADJ
app01-4011	12	15	was	be	AUX
app01-4011	12	16	revealed	reveal	VERB
app01-4011	12	17	.	.	PUNCT
app01-4011	13	1	eeg	eeg	PROPN
app01-4011	13	2	signal	signal	NOUN
app01-4011	13	3	,	,	PUNCT
app01-4011	13	4	especially	especially	ADV
app01-4011	13	5	its	its	PRON
app01-4011	13	6	slow	slow	ADJ
app01-4011	13	7	wave	wave	NOUN
app01-4011	13	8	activity	activity	NOUN
app01-4011	13	9	,	,	PUNCT
app01-4011	13	10	considered	consider	VERB
app01-4011	13	11	to	to	PART
app01-4011	13	12	be	be	AUX
app01-4011	13	13	the	the	DET
app01-4011	13	14	most	most	ADV
app01-4011	13	15	predictive	predictive	ADJ
app01-4011	13	16	and	and	CCONJ
app01-4011	13	17	reliable	reliable	ADJ
app01-4011	13	18	for	for	ADP
app01-4011	13	19	the	the	DET
app01-4011	13	20	level	level	NOUN
app01-4011	13	21	of	of	ADP
app01-4011	13	22	alertness	alertness	NOUN
app01-4011	13	23	.	.	PUNCT
app01-4011	14	1	in	in	ADP
app01-4011	14	2	spite	spite	NOUN
app01-4011	14	3	of	of	ADP
app01-4011	14	4	the	the	DET
app01-4011	14	5	detection	detection	NOUN
app01-4011	14	6	from	from	ADP
app01-4011	14	7	eeg	eeg	PROPN
app01-4011	14	8	signal	signal	NOUN
app01-4011	14	9	is	be	AUX
app01-4011	14	10	the	the	DET
app01-4011	14	11	most	most	ADV
app01-4011	14	12	common	common	ADJ
app01-4011	14	13	method	method	NOUN
app01-4011	14	14	,	,	PUNCT
app01-4011	14	15	eog	eog	PROPN
app01-4011	14	16	based	base	VERB
app01-4011	14	17	approaches	approach	NOUN
app01-4011	14	18	can	can	AUX
app01-4011	14	19	also	also	ADV
app01-4011	14	20	be	be	AUX
app01-4011	14	21	very	very	ADV
app01-4011	14	22	efficient	efficient	ADJ
app01-4011	14	23	and	and	CCONJ
app01-4011	14	24	more	more	ADJ
app01-4011	14	25	driver	driver	NOUN
app01-4011	14	26	-	-	PUNCT
app01-4011	14	27	friendly	friendly	ADJ
app01-4011	14	28	.	.	PUNCT
app01-4011	15	1	besides	besides	SCONJ
app01-4011	15	2	,	,	PUNCT
app01-4011	15	3	the	the	DET
app01-4011	15	4	signal	signal	ADJ
app01-4011	15	5	processing	processing	NOUN
app01-4011	15	6	in	in	ADP
app01-4011	15	7	the	the	DET
app01-4011	15	8	time	time	NOUN
app01-4011	15	9	domain	domain	NOUN
app01-4011	15	10	can	can	AUX
app01-4011	15	11	improve	improve	VERB
app01-4011	15	12	the	the	DET
app01-4011	15	13	detection	detection	NOUN
app01-4011	15	14	accuracy	accuracy	NOUN
app01-4011	15	15	of	of	ADP
app01-4011	15	16	the	the	DET
app01-4011	15	17	short	short	ADJ
app01-4011	15	18	events	event	NOUN
app01-4011	15	19	like	like	ADP
app01-4011	15	20	ms	ms	PROPN
app01-4011	15	21	.	.	PROPN
app01-4011	15	22	keywords	keywords	PROPN
app01-4011	15	23	:	:	PUNCT
app01-4011	15	24	microsleep	microsleep	NOUN
app01-4011	15	25	,	,	PUNCT
app01-4011	15	26	automatic	automatic	ADJ
app01-4011	15	27	detection	detection	NOUN
app01-4011	15	28	,	,	PUNCT
app01-4011	15	29	detection	detection	NOUN
app01-4011	15	30	methods	method	NOUN
app01-4011	15	31	,	,	PUNCT
app01-4011	15	32	eog	eog	PROPN
app01-4011	15	33	,	,	PUNCT
app01-4011	15	34	eeg	eeg	PROPN
app01-4011	15	35	,	,	PUNCT
app01-4011	15	36	ekg	ekg	NOUN
app01-4011	15	37	.	.	PUNCT
app01-4011	16	1	1	1	X
app01-4011	16	2	.	.	X
app01-4011	16	3	introduction	introduction	NOUN
app01-4011	16	4	microsleeps	microsleep	NOUN
app01-4011	16	5	(	(	PUNCT
app01-4011	16	6	ms	ms	NOUN
app01-4011	16	7	)	)	PUNCT
app01-4011	16	8	are	be	AUX
app01-4011	16	9	mostly	mostly	ADV
app01-4011	16	10	detected	detect	VERB
app01-4011	16	11	for	for	ADP
app01-4011	16	12	the	the	DET
app01-4011	16	13	purpose	purpose	NOUN
app01-4011	16	14	of	of	ADP
app01-4011	16	15	automotive	automotive	ADJ
app01-4011	16	16	usage	usage	NOUN
app01-4011	16	17	and	and	CCONJ
app01-4011	16	18	sleep	sleep	NOUN
app01-4011	16	19	laboratories	laboratory	NOUN
app01-4011	16	20	.	.	PUNCT
app01-4011	17	1	the	the	DET
app01-4011	17	2	evaluation	evaluation	NOUN
app01-4011	17	3	of	of	ADP
app01-4011	17	4	ms	ms	ADJ
app01-4011	17	5	stages	stage	NOUN
app01-4011	17	6	in	in	ADP
app01-4011	17	7	the	the	DET
app01-4011	17	8	sleep	sleep	NOUN
app01-4011	17	9	laboratories	laboratory	NOUN
app01-4011	17	10	provides	provide	VERB
app01-4011	17	11	an	an	DET
app01-4011	17	12	option	option	NOUN
app01-4011	17	13	for	for	ADP
app01-4011	17	14	the	the	DET
app01-4011	17	15	quantifying	quantify	VERB
app01-4011	17	16	rate	rate	NOUN
app01-4011	17	17	of	of	ADP
app01-4011	17	18	sleep	sleep	NOUN
app01-4011	17	19	deprivation	deprivation	NOUN
app01-4011	17	20	level	level	NOUN
app01-4011	17	21	and	and	CCONJ
app01-4011	17	22	an	an	DET
app01-4011	17	23	objective	objective	ADJ
app01-4011	17	24	assessment	assessment	NOUN
app01-4011	17	25	of	of	ADP
app01-4011	17	26	subjective	subjective	ADJ
app01-4011	17	27	sleepiness	sleepiness	NOUN
app01-4011	17	28	.	.	PUNCT
app01-4011	18	1	they	they	PRON
app01-4011	18	2	use	use	VERB
app01-4011	18	3	the	the	DET
app01-4011	18	4	definition	definition	NOUN
app01-4011	18	5	of	of	ADP
app01-4011	18	6	microsleep	microsleep	PROPN
app01-4011	18	7	(	(	PUNCT
app01-4011	18	8	ms	ms	PROPN
app01-4011	18	9	)	)	PUNCT
app01-4011	18	10	,	,	PUNCT
app01-4011	18	11	which	which	PRON
app01-4011	18	12	arose	arise	VERB
app01-4011	18	13	as	as	ADP
app01-4011	18	14	a	a	DET
app01-4011	18	15	consequence	consequence	NOUN
app01-4011	18	16	of	of	ADP
app01-4011	18	17	the	the	DET
app01-4011	18	18	evaluation	evaluation	NOUN
app01-4011	18	19	method	method	NOUN
app01-4011	18	20	of	of	ADP
app01-4011	18	21	the	the	DET
app01-4011	18	22	psg	psg	PROPN
app01-4011	18	23	(	(	PUNCT
app01-4011	18	24	polysomnography	polysomnography	NOUN
app01-4011	18	25	)	)	PUNCT
app01-4011	18	26	or	or	CCONJ
app01-4011	18	27	mslt	mslt	NOUN
app01-4011	18	28	(	(	PUNCT
app01-4011	18	29	multiple	multiple	ADJ
app01-4011	18	30	sleep	sleep	NOUN
app01-4011	18	31	latency	latency	NOUN
app01-4011	18	32	test	test	NOUN
app01-4011	18	33	)	)	PUNCT
app01-4011	18	34	data	datum	NOUN
app01-4011	18	35	,	,	PUNCT
app01-4011	18	36	where	where	SCONJ
app01-4011	18	37	each	each	DET
app01-4011	18	38	30	30	NUM
app01-4011	18	39	-	-	PUNCT
app01-4011	18	40	second	second	NOUN
app01-4011	18	41	epoch	epoch	NOUN
app01-4011	18	42	is	be	AUX
app01-4011	18	43	evaluated	evaluate	VERB
app01-4011	18	44	separately	separately	ADV
app01-4011	18	45	.	.	PUNCT
app01-4011	19	1	to	to	PART
app01-4011	19	2	score	score	VERB
app01-4011	19	3	this	this	DET
app01-4011	19	4	epoch	epoch	NOUN
app01-4011	19	5	as	as	ADP
app01-4011	19	6	a	a	DET
app01-4011	19	7	sleep	sleep	NOUN
app01-4011	19	8	,	,	PUNCT
app01-4011	19	9	more	more	ADJ
app01-4011	19	10	than	than	ADP
app01-4011	19	11	15	15	NUM
app01-4011	19	12	seconds	second	NOUN
app01-4011	19	13	should	should	AUX
app01-4011	19	14	show	show	VERB
app01-4011	19	15	some	some	DET
app01-4011	19	16	sleep	sleep	NOUN
app01-4011	19	17	activity	activity	NOUN
app01-4011	19	18	[	[	X
app01-4011	19	19	1	1	NUM
app01-4011	19	20	]	]	PUNCT
app01-4011	19	21	.	.	PUNCT
app01-4011	20	1	episodes	episode	NOUN
app01-4011	20	2	with	with	ADP
app01-4011	20	3	sleep	sleep	NOUN
app01-4011	20	4	symptoms	symptom	NOUN
app01-4011	20	5	,	,	PUNCT
app01-4011	20	6	but	but	CCONJ
app01-4011	20	7	with	with	ADP
app01-4011	20	8	a	a	DET
app01-4011	20	9	short	short	ADJ
app01-4011	20	10	duration	duration	NOUN
app01-4011	20	11	between	between	ADP
app01-4011	20	12	3	3	NUM
app01-4011	20	13	and	and	CCONJ
app01-4011	20	14	15	15	NUM
app01-4011	20	15	seconds	second	NOUN
app01-4011	20	16	are	be	AUX
app01-4011	20	17	defined	define	VERB
app01-4011	20	18	as	as	ADP
app01-4011	20	19	the	the	DET
app01-4011	20	20	microsleeps	microsleep	NOUN
app01-4011	20	21	.	.	PUNCT
app01-4011	21	1	the	the	DET
app01-4011	21	2	epoch	epoch	NOUN
app01-4011	21	3	would	would	AUX
app01-4011	21	4	be	be	AUX
app01-4011	21	5	classified	classify	VERB
app01-4011	21	6	as	as	ADP
app01-4011	21	7	a	a	DET
app01-4011	21	8	sleep	sleep	NOUN
app01-4011	21	9	in	in	ADP
app01-4011	21	10	case	case	NOUN
app01-4011	21	11	,	,	PUNCT
app01-4011	21	12	they	they	PRON
app01-4011	21	13	were	be	AUX
app01-4011	21	14	longer	long	ADJ
app01-4011	21	15	than	than	ADP
app01-4011	21	16	15	15	NUM
app01-4011	21	17	seconds	second	NOUN
app01-4011	22	1	[	[	X
app01-4011	22	2	2	2	NUM
app01-4011	22	3	]	]	PUNCT
app01-4011	22	4	.	.	PUNCT
app01-4011	23	1	the	the	DET
app01-4011	23	2	theta	theta	NOUN
app01-4011	23	3	rhythm	rhythm	NOUN
app01-4011	23	4	with	with	ADP
app01-4011	23	5	slow	slow	ADJ
app01-4011	23	6	eye	eye	NOUN
app01-4011	23	7	movements	movement	NOUN
app01-4011	23	8	,	,	PUNCT
app01-4011	23	9	k	k	X
app01-4011	23	10	complexes	complex	NOUN
app01-4011	23	11	,	,	PUNCT
app01-4011	23	12	or	or	CCONJ
app01-4011	23	13	sleep	sleep	VERB
app01-4011	23	14	spindles	spindle	NOUN
app01-4011	23	15	is	be	AUX
app01-4011	23	16	included	include	VERB
app01-4011	23	17	.	.	PUNCT
app01-4011	24	1	microsleeps	microsleep	NOUN
app01-4011	24	2	can	can	AUX
app01-4011	24	3	be	be	AUX
app01-4011	24	4	accompanied	accompany	VERB
app01-4011	24	5	by	by	ADP
app01-4011	24	6	the	the	DET
app01-4011	24	7	same	same	ADJ
app01-4011	24	8	behavioural	behavioural	ADJ
app01-4011	24	9	changes	change	NOUN
app01-4011	24	10	as	as	ADP
app01-4011	24	11	during	during	ADP
app01-4011	24	12	the	the	DET
app01-4011	24	13	states	state	NOUN
app01-4011	24	14	of	of	ADP
app01-4011	24	15	drowsiness	drowsiness	NOUN
app01-4011	24	16	.	.	PUNCT
app01-4011	25	1	in	in	ADP
app01-4011	25	2	spite	spite	NOUN
app01-4011	25	3	of	of	ADP
app01-4011	25	4	the	the	DET
app01-4011	25	5	short	short	ADJ
app01-4011	25	6	duration	duration	NOUN
app01-4011	25	7	of	of	ADP
app01-4011	25	8	microsleep	microsleep	PROPN
app01-4011	25	9	,	,	PUNCT
app01-4011	25	10	it	it	PRON
app01-4011	25	11	can	can	AUX
app01-4011	25	12	be	be	AUX
app01-4011	25	13	inconvenient	inconvenient	ADJ
app01-4011	25	14	and	and	CCONJ
app01-4011	25	15	dangerous	dangerous	ADJ
app01-4011	25	16	for	for	ADP
app01-4011	25	17	many	many	ADJ
app01-4011	25	18	people	people	NOUN
app01-4011	25	19	and	and	CCONJ
app01-4011	25	20	for	for	SCONJ
app01-4011	25	21	their	their	PRON
app01-4011	25	22	surroundings	surrounding	NOUN
app01-4011	25	23	to	to	PART
app01-4011	25	24	perform	perform	VERB
app01-4011	25	25	monotonous	monotonous	ADJ
app01-4011	25	26	activity	activity	NOUN
app01-4011	25	27	while	while	SCONJ
app01-4011	25	28	being	be	AUX
app01-4011	25	29	tired	tired	ADJ
app01-4011	25	30	and	and	CCONJ
app01-4011	25	31	drowsy	drowsy	NOUN
app01-4011	25	32	.	.	PUNCT
app01-4011	26	1	many	many	ADJ
app01-4011	26	2	studies	study	NOUN
app01-4011	26	3	are	be	AUX
app01-4011	26	4	dealing	deal	VERB
app01-4011	26	5	with	with	ADP
app01-4011	26	6	this	this	DET
app01-4011	26	7	topic	topic	NOUN
app01-4011	26	8	for	for	ADP
app01-4011	26	9	automotive	automotive	ADJ
app01-4011	26	10	usage	usage	NOUN
app01-4011	26	11	to	to	PART
app01-4011	26	12	design	design	VERB
app01-4011	26	13	a	a	DET
app01-4011	26	14	fatigue	fatigue	NOUN
app01-4011	26	15	countermeasure	countermeasure	NOUN
app01-4011	26	16	device	device	NOUN
app01-4011	26	17	.	.	PUNCT
app01-4011	27	1	for	for	ADP
app01-4011	27	2	those	those	DET
app01-4011	27	3	kinds	kind	NOUN
app01-4011	27	4	of	of	ADP
app01-4011	27	5	studies	study	NOUN
app01-4011	27	6	,	,	PUNCT
app01-4011	27	7	it	it	PRON
app01-4011	27	8	is	be	AUX
app01-4011	27	9	n’t	not	PART
app01-4011	27	10	important	important	ADJ
app01-4011	27	11	to	to	PART
app01-4011	27	12	distinguish	distinguish	VERB
app01-4011	27	13	the	the	DET
app01-4011	27	14	events	event	NOUN
app01-4011	27	15	of	of	ADP
app01-4011	27	16	drowsiness	drowsiness	NOUN
app01-4011	27	17	,	,	PUNCT
app01-4011	27	18	microsleeps	microsleep	NOUN
app01-4011	27	19	or	or	CCONJ
app01-4011	27	20	fatigue	fatigue	NOUN
app01-4011	27	21	correctly	correctly	ADV
app01-4011	27	22	by	by	ADP
app01-4011	27	23	the	the	DET
app01-4011	27	24	terminology	terminology	NOUN
app01-4011	27	25	,	,	PUNCT
app01-4011	27	26	because	because	SCONJ
app01-4011	27	27	all	all	DET
app01-4011	27	28	the	the	DET
app01-4011	27	29	states	state	NOUN
app01-4011	27	30	associated	associate	VERB
app01-4011	27	31	with	with	ADP
app01-4011	27	32	the	the	DET
app01-4011	27	33	loss	loss	NOUN
app01-4011	27	34	of	of	ADP
app01-4011	27	35	attention	attention	NOUN
app01-4011	27	36	are	be	AUX
app01-4011	27	37	dangerous	dangerous	ADJ
app01-4011	27	38	in	in	ADP
app01-4011	27	39	the	the	DET
app01-4011	27	40	traffic	traffic	NOUN
app01-4011	27	41	.	.	PUNCT
app01-4011	28	1	in	in	ADP
app01-4011	28	2	the	the	DET
app01-4011	28	3	studies	study	NOUN
app01-4011	28	4	observed	observe	VERB
app01-4011	28	5	,	,	PUNCT
app01-4011	28	6	the	the	DET
app01-4011	28	7	mentioned	mention	VERB
app01-4011	28	8	lapses	lapse	NOUN
app01-4011	28	9	of	of	ADP
app01-4011	28	10	responsiveness	responsiveness	NOUN
app01-4011	28	11	are	be	AUX
app01-4011	28	12	often	often	ADV
app01-4011	28	13	manifested	manifest	VERB
app01-4011	28	14	by	by	ADP
app01-4011	28	15	absent	absent	ADJ
app01-4011	28	16	or	or	CCONJ
app01-4011	28	17	prolonged	prolonged	ADJ
app01-4011	28	18	responses	response	NOUN
app01-4011	28	19	and	and	CCONJ
app01-4011	28	20	short	short	ADJ
app01-4011	28	21	suspension	suspension	NOUN
app01-4011	28	22	of	of	ADP
app01-4011	28	23	performance	performance	NOUN
app01-4011	28	24	.	.	PUNCT
app01-4011	29	1	these	these	DET
app01-4011	29	2	symptoms	symptom	NOUN
app01-4011	29	3	are	be	AUX
app01-4011	29	4	accompanied	accompany	VERB
app01-4011	29	5	by	by	ADP
app01-4011	29	6	droopy	droopy	ADJ
app01-4011	29	7	eyes	eye	NOUN
app01-4011	29	8	,	,	PUNCT
app01-4011	29	9	slow	slow	ADJ
app01-4011	29	10	eyelid	eyelid	NOUN
app01-4011	29	11	closure	closure	NOUN
app01-4011	29	12	,	,	PUNCT
app01-4011	29	13	head	head	NOUN
app01-4011	29	14	nodding	nod	VERB
app01-4011	29	15	and	and	CCONJ
app01-4011	29	16	many	many	ADJ
app01-4011	29	17	changes	change	NOUN
app01-4011	29	18	in	in	ADP
app01-4011	29	19	biological	biological	ADJ
app01-4011	29	20	signals	signal	NOUN
app01-4011	29	21	.	.	PUNCT
app01-4011	30	1	we	we	PRON
app01-4011	30	2	aimed	aim	VERB
app01-4011	30	3	to	to	PART
app01-4011	30	4	make	make	VERB
app01-4011	30	5	a	a	DET
app01-4011	30	6	research	research	NOUN
app01-4011	30	7	of	of	ADP
app01-4011	30	8	recent	recent	ADJ
app01-4011	30	9	attitudes	attitude	NOUN
app01-4011	30	10	for	for	ADP
app01-4011	30	11	the	the	DET
app01-4011	30	12	development	development	NOUN
app01-4011	30	13	of	of	ADP
app01-4011	30	14	the	the	DET
app01-4011	30	15	automated	automate	VERB
app01-4011	30	16	ms	ms	NOUN
app01-4011	30	17	detection	detection	NOUN
app01-4011	30	18	methods	method	NOUN
app01-4011	30	19	.	.	PUNCT
app01-4011	31	1	we	we	PRON
app01-4011	31	2	created	create	VERB
app01-4011	31	3	an	an	DET
app01-4011	31	4	overview	overview	NOUN
app01-4011	31	5	of	of	ADP
app01-4011	31	6	several	several	ADJ
app01-4011	31	7	ms	ms	NOUN
app01-4011	31	8	detection	detection	NOUN
app01-4011	31	9	approaches	approach	NOUN
app01-4011	31	10	based	base	VERB
app01-4011	31	11	on	on	ADP
app01-4011	31	12	biological	biological	ADJ
app01-4011	31	13	signals	signal	NOUN
app01-4011	31	14	measurement	measurement	NOUN
app01-4011	31	15	.	.	PUNCT
app01-4011	32	1	they	they	PRON
app01-4011	32	2	are	be	AUX
app01-4011	32	3	mostly	mostly	ADV
app01-4011	32	4	based	base	VERB
app01-4011	32	5	on	on	ADP
app01-4011	32	6	the	the	DET
app01-4011	32	7	processing	processing	NOUN
app01-4011	32	8	eeg	eeg	NOUN
app01-4011	32	9	(	(	PUNCT
app01-4011	32	10	electroencephalography	electroencephalography	NOUN
app01-4011	32	11	)	)	PUNCT
app01-4011	32	12	signals	signal	NOUN
app01-4011	32	13	or	or	CCONJ
app01-4011	32	14	eeg	eeg	NOUN
app01-4011	32	15	accompanied	accompany	VERB
app01-4011	32	16	by	by	ADP
app01-4011	32	17	eog	eog	PROPN
app01-4011	32	18	(	(	PUNCT
app01-4011	32	19	electrooculography	electrooculography	NOUN
app01-4011	32	20	)	)	PUNCT
app01-4011	32	21	signals	signal	NOUN
app01-4011	32	22	.	.	PUNCT
app01-4011	33	1	we	we	PRON
app01-4011	33	2	also	also	ADV
app01-4011	33	3	summarized	summarize	VERB
app01-4011	33	4	the	the	DET
app01-4011	33	5	changes	change	NOUN
app01-4011	33	6	in	in	ADP
app01-4011	33	7	the	the	DET
app01-4011	33	8	basic	basic	ADJ
app01-4011	33	9	biological	biological	ADJ
app01-4011	33	10	signals	signal	NOUN
app01-4011	33	11	like	like	ADP
app01-4011	33	12	eeg	eeg	PROPN
app01-4011	33	13	,	,	PUNCT
app01-4011	33	14	eog	eog	PROPN
app01-4011	33	15	and	and	CCONJ
app01-4011	33	16	ecg	ecg	PROPN
app01-4011	33	17	(	(	PUNCT
app01-4011	33	18	electrocardiography	electrocardiography	NOUN
app01-4011	33	19	)	)	PUNCT
app01-4011	33	20	,	,	PUNCT
app01-4011	33	21	which	which	PRON
app01-4011	33	22	have	have	AUX
app01-4011	33	23	been	be	AUX
app01-4011	33	24	published	publish	VERB
app01-4011	33	25	over	over	ADP
app01-4011	33	26	the	the	DET
app01-4011	33	27	last	last	ADJ
app01-4011	33	28	few	few	ADJ
app01-4011	33	29	years	year	NOUN
app01-4011	33	30	.	.	PUNCT
app01-4011	34	1	2	2	X
app01-4011	34	2	.	.	NOUN
app01-4011	34	3	signal	signal	NOUN
app01-4011	34	4	changes	change	NOUN
app01-4011	34	5	2.1	2.1	NUM
app01-4011	34	6	.	.	PUNCT
app01-4011	35	1	changes	change	NOUN
app01-4011	35	2	in	in	ADP
app01-4011	35	3	eeg	eeg	NOUN
app01-4011	35	4	signals	signal	NOUN
app01-4011	35	5	the	the	DET
app01-4011	35	6	changes	change	NOUN
app01-4011	35	7	in	in	ADP
app01-4011	35	8	the	the	DET
app01-4011	35	9	entire	entire	ADJ
app01-4011	35	10	eeg	eeg	NOUN
app01-4011	35	11	frequency	frequency	NOUN
app01-4011	35	12	spectrum	spectrum	NOUN
app01-4011	35	13	were	be	AUX
app01-4011	35	14	noticed	notice	VERB
app01-4011	35	15	during	during	ADP
app01-4011	35	16	transition	transition	NOUN
app01-4011	35	17	to	to	ADP
app01-4011	35	18	fatigue	fatigue	NOUN
app01-4011	35	19	[	[	X
app01-4011	35	20	3–8	3–8	NUM
app01-4011	35	21	]	]	PUNCT
app01-4011	35	22	.	.	PUNCT
app01-4011	36	1	the	the	DET
app01-4011	36	2	increased	increase	VERB
app01-4011	36	3	activity	activity	NOUN
app01-4011	36	4	of	of	ADP
app01-4011	36	5	delta	delta	NOUN
app01-4011	36	6	and	and	CCONJ
app01-4011	36	7	theta	theta	NOUN
app01-4011	36	8	rhythms	rhythm	NOUN
app01-4011	36	9	was	be	AUX
app01-4011	36	10	primarily	primarily	ADV
app01-4011	36	11	observed	observe	VERB
app01-4011	36	12	.	.	PUNCT
app01-4011	37	1	it	it	PRON
app01-4011	37	2	could	could	AUX
app01-4011	37	3	reflect	reflect	VERB
app01-4011	37	4	decreased	decrease	VERB
app01-4011	37	5	cortical	cortical	ADJ
app01-4011	37	6	arousal	arousal	NOUN
app01-4011	37	7	during	during	ADP
app01-4011	37	8	a	a	DET
app01-4011	37	9	monotonous	monotonous	ADJ
app01-4011	37	10	task	task	NOUN
app01-4011	37	11	.	.	PUNCT
app01-4011	38	1	the	the	DET
app01-4011	38	2	removing	removing	NOUN
app01-4011	38	3	noise	noise	NOUN
app01-4011	38	4	from	from	ADP
app01-4011	38	5	the	the	DET
app01-4011	38	6	eeg	eeg	NOUN
app01-4011	38	7	is	be	AUX
app01-4011	38	8	crucial	crucial	ADJ
app01-4011	38	9	for	for	ADP
app01-4011	38	10	observation	observation	NOUN
app01-4011	38	11	of	of	ADP
app01-4011	38	12	right	right	ADJ
app01-4011	38	13	changes	change	NOUN
app01-4011	38	14	.	.	PUNCT
app01-4011	39	1	the	the	DET
app01-4011	39	2	filtration	filtration	NOUN
app01-4011	39	3	method	method	NOUN
app01-4011	39	4	is	be	AUX
app01-4011	39	5	especially	especially	ADV
app01-4011	39	6	necessary	necessary	ADJ
app01-4011	39	7	32	32	NUM
app01-4011	39	8	http://dx.doi.org/10.14311/app.2017.12.0032	http://dx.doi.org/10.14311/app.2017.12.0032	PROPN
app01-4011	39	9	http://ojs.cvut.cz/ojs/index.php/app	http://ojs.cvut.cz/ojs/index.php/app	NOUN
app01-4011	39	10	vol	vol	NOUN
app01-4011	39	11	.	.	PUNCT
app01-4011	40	1	12/2017	12/2017	NUM
app01-4011	40	2	microsleeps	microsleep	NOUN
app01-4011	40	3	and	and	CCONJ
app01-4011	40	4	their	their	PRON
app01-4011	40	5	detection	detection	NOUN
app01-4011	40	6	from	from	ADP
app01-4011	40	7	biological	biological	ADJ
app01-4011	40	8	signals	signal	NOUN
app01-4011	40	9	for	for	ADP
app01-4011	40	10	the	the	DET
app01-4011	40	11	low	low	ADJ
app01-4011	40	12	frequency	frequency	NOUN
app01-4011	40	13	signal	signal	NOUN
app01-4011	40	14	,	,	PUNCT
app01-4011	40	15	which	which	PRON
app01-4011	40	16	is	be	AUX
app01-4011	40	17	influenced	influence	VERB
app01-4011	40	18	by	by	ADP
app01-4011	40	19	artefacts	artefact	NOUN
app01-4011	40	20	from	from	ADP
app01-4011	40	21	activities	activity	NOUN
app01-4011	40	22	such	such	ADJ
app01-4011	40	23	as	as	ADP
app01-4011	40	24	breathing	breathing	NOUN
app01-4011	40	25	and	and	CCONJ
app01-4011	40	26	movement	movement	NOUN
app01-4011	40	27	.	.	PUNCT
app01-4011	41	1	slow	slow	ADJ
app01-4011	41	2	activity	activity	NOUN
app01-4011	41	3	is	be	AUX
app01-4011	41	4	prone	prone	ADJ
app01-4011	41	5	to	to	PART
app01-4011	41	6	be	be	AUX
app01-4011	41	7	also	also	ADV
app01-4011	41	8	contaminated	contaminate	VERB
app01-4011	41	9	by	by	ADP
app01-4011	41	10	eye	eye	NOUN
app01-4011	41	11	movement	movement	NOUN
app01-4011	41	12	artefact	artefact	PROPN
app01-4011	41	13	.	.	PUNCT
app01-4011	42	1	various	various	ADJ
app01-4011	42	2	areas	area	NOUN
app01-4011	42	3	of	of	ADP
app01-4011	42	4	the	the	DET
app01-4011	42	5	brain	brain	NOUN
app01-4011	42	6	behaved	behave	VERB
app01-4011	42	7	differently	differently	ADV
app01-4011	42	8	during	during	ADP
app01-4011	42	9	fatigue	fatigue	NOUN
app01-4011	42	10	,	,	PUNCT
app01-4011	42	11	during	during	ADP
app01-4011	42	12	its	its	PRON
app01-4011	42	13	onset	onset	ADJ
app01-4011	42	14	delta	delta	NOUN
app01-4011	42	15	and	and	CCONJ
app01-4011	42	16	theta	theta	NOUN
app01-4011	42	17	activity	activity	NOUN
app01-4011	42	18	were	be	AUX
app01-4011	42	19	present	present	ADJ
app01-4011	42	20	mostly	mostly	ADV
app01-4011	42	21	in	in	ADP
app01-4011	42	22	the	the	DET
app01-4011	42	23	frontal	frontal	ADJ
app01-4011	42	24	,	,	PUNCT
app01-4011	42	25	central	central	ADJ
app01-4011	42	26	,	,	PUNCT
app01-4011	42	27	and	and	CCONJ
app01-4011	42	28	parietal	parietal	ADJ
app01-4011	42	29	areas	area	NOUN
app01-4011	42	30	of	of	ADP
app01-4011	42	31	the	the	DET
app01-4011	42	32	brain	brain	NOUN
app01-4011	42	33	with	with	ADP
app01-4011	42	34	some	some	DET
app01-4011	42	35	anterior	anterior	ADJ
app01-4011	42	36	alpha	alpha	NOUN
app01-4011	42	37	and	and	CCONJ
app01-4011	42	38	posterior	posterior	ADJ
app01-4011	42	39	beta	beta	ADJ
app01-4011	42	40	[	[	X
app01-4011	42	41	3	3	NUM
app01-4011	42	42	,	,	PUNCT
app01-4011	42	43	5	5	NUM
app01-4011	42	44	]	]	PUNCT
app01-4011	42	45	.	.	PUNCT
app01-4011	43	1	the	the	DET
app01-4011	43	2	occipitoparietal	occipitoparietal	ADJ
app01-4011	43	3	alpha	alpha	NOUN
app01-4011	43	4	spread	spread	VERB
app01-4011	43	5	to	to	ADP
app01-4011	43	6	anterior	anterior	ADJ
app01-4011	43	7	areas	area	NOUN
app01-4011	43	8	and	and	CCONJ
app01-4011	43	9	become	become	VERB
app01-4011	43	10	more	more	ADV
app01-4011	43	11	centrofrontal	centrofrontal	ADJ
app01-4011	43	12	and	and	CCONJ
app01-4011	43	13	temporal	temporal	ADJ
app01-4011	43	14	alpha	alpha	NOUN
app01-4011	43	15	during	during	ADP
app01-4011	43	16	drowsiness	drowsiness	NOUN
app01-4011	43	17	[	[	X
app01-4011	43	18	3	3	NUM
app01-4011	43	19	]	]	PUNCT
app01-4011	43	20	.	.	PUNCT
app01-4011	44	1	the	the	DET
app01-4011	44	2	reproducibility	reproducibility	NOUN
app01-4011	44	3	of	of	ADP
app01-4011	44	4	the	the	DET
app01-4011	44	5	eeg	eeg	NOUN
app01-4011	44	6	magnitude	magnitude	NOUN
app01-4011	44	7	changes	change	NOUN
app01-4011	44	8	in	in	ADP
app01-4011	44	9	the	the	DET
app01-4011	44	10	delta	delta	NOUN
app01-4011	44	11	,	,	PUNCT
app01-4011	44	12	theta	theta	NOUN
app01-4011	44	13	,	,	PUNCT
app01-4011	44	14	alpha	alpha	NOUN
app01-4011	44	15	and	and	CCONJ
app01-4011	44	16	beta	beta	NOUN
app01-4011	44	17	bands	band	NOUN
app01-4011	44	18	during	during	ADP
app01-4011	44	19	drive	drive	ADJ
app01-4011	44	20	fatigue	fatigue	NOUN
app01-4011	44	21	was	be	AUX
app01-4011	44	22	tested	test	VERB
app01-4011	44	23	[	[	PUNCT
app01-4011	44	24	9	9	NUM
app01-4011	44	25	]	]	PUNCT
app01-4011	44	26	.	.	PUNCT
app01-4011	45	1	there	there	PRON
app01-4011	45	2	was	be	AUX
app01-4011	45	3	revealed	reveal	VERB
app01-4011	45	4	high	high	ADJ
app01-4011	45	5	reproducibility	reproducibility	NOUN
app01-4011	45	6	for	for	ADP
app01-4011	45	7	the	the	DET
app01-4011	45	8	delta	delta	NOUN
app01-4011	45	9	and	and	CCONJ
app01-4011	45	10	theta	theta	NOUN
app01-4011	45	11	bands	band	NOUN
app01-4011	45	12	[	[	X
app01-4011	45	13	9	9	NUM
app01-4011	45	14	]	]	PUNCT
app01-4011	45	15	.	.	PUNCT
app01-4011	46	1	during	during	ADP
app01-4011	46	2	the	the	DET
app01-4011	46	3	transitional	transitional	ADJ
app01-4011	46	4	phase	phase	NOUN
app01-4011	46	5	to	to	ADP
app01-4011	46	6	fatigue	fatigue	NOUN
app01-4011	46	7	,	,	PUNCT
app01-4011	46	8	there	there	PRON
app01-4011	46	9	were	be	VERB
app01-4011	46	10	no	no	DET
app01-4011	46	11	significant	significant	ADJ
app01-4011	46	12	differences	difference	NOUN
app01-4011	46	13	in	in	ADP
app01-4011	46	14	the	the	DET
app01-4011	46	15	delta	delta	NOUN
app01-4011	46	16	and	and	CCONJ
app01-4011	46	17	alpha	alpha	NOUN
app01-4011	46	18	magnitudes	magnitude	NOUN
app01-4011	46	19	across	across	ADP
app01-4011	46	20	the	the	DET
app01-4011	46	21	entire	entire	ADJ
app01-4011	46	22	brain	brain	NOUN
app01-4011	46	23	[	[	X
app01-4011	46	24	9	9	NUM
app01-4011	46	25	]	]	PUNCT
app01-4011	46	26	.	.	PUNCT
app01-4011	47	1	the	the	DET
app01-4011	47	2	inter	inter	ADJ
app01-4011	47	3	-	-	ADJ
app01-4011	47	4	hemispheric	hemispheric	ADJ
app01-4011	47	5	eeg	eeg	NOUN
app01-4011	47	6	coherence	coherence	NOUN
app01-4011	47	7	analysis	analysis	NOUN
app01-4011	47	8	was	be	AUX
app01-4011	47	9	shown	show	VERB
app01-4011	47	10	in	in	ADP
app01-4011	47	11	the	the	DET
app01-4011	47	12	study	study	NOUN
app01-4011	47	13	of	of	ADP
app01-4011	47	14	jap	jap	PROPN
app01-4011	47	15	et	et	PROPN
app01-4011	47	16	al	al	PROPN
app01-4011	47	17	.	.	PUNCT
app01-4011	48	1	[	[	X
app01-4011	48	2	10	10	NUM
app01-4011	48	3	]	]	PUNCT
app01-4011	48	4	,	,	PUNCT
app01-4011	48	5	which	which	PRON
app01-4011	48	6	revealed	reveal	VERB
app01-4011	48	7	that	that	SCONJ
app01-4011	48	8	the	the	DET
app01-4011	48	9	interhemispheric	interhemispheric	ADJ
app01-4011	48	10	coherence	coherence	NOUN
app01-4011	48	11	level	level	NOUN
app01-4011	48	12	was	be	AUX
app01-4011	48	13	significantly	significantly	ADV
app01-4011	48	14	higher	high	ADJ
app01-4011	48	15	at	at	ADP
app01-4011	48	16	the	the	DET
app01-4011	48	17	frontal	frontal	ADJ
app01-4011	48	18	and	and	CCONJ
app01-4011	48	19	occipital	occipital	NOUN
app01-4011	48	20	sites	site	NOUN
app01-4011	48	21	compared	compare	VERB
app01-4011	48	22	to	to	ADP
app01-4011	48	23	the	the	DET
app01-4011	48	24	central	central	ADJ
app01-4011	48	25	,	,	PUNCT
app01-4011	48	26	parietal	parietal	ADJ
app01-4011	48	27	,	,	PUNCT
app01-4011	48	28	and	and	CCONJ
app01-4011	48	29	temporal	temporal	ADJ
app01-4011	48	30	sites	site	NOUN
app01-4011	48	31	throughout	throughout	ADP
app01-4011	48	32	the	the	DET
app01-4011	48	33	driving	drive	VERB
app01-4011	48	34	sessions	session	NOUN
app01-4011	48	35	.	.	PUNCT
app01-4011	49	1	2.2	2.2	NUM
app01-4011	49	2	.	.	PUNCT
app01-4011	49	3	changes	change	NOUN
app01-4011	49	4	in	in	ADP
app01-4011	49	5	eog	eog	PROPN
app01-4011	49	6	signals	signal	NOUN
app01-4011	49	7	due	due	ADP
app01-4011	49	8	to	to	ADP
app01-4011	49	9	the	the	DET
app01-4011	49	10	rich	rich	ADJ
app01-4011	49	11	connectivity	connectivity	NOUN
app01-4011	49	12	between	between	ADP
app01-4011	49	13	eyes	eye	NOUN
app01-4011	49	14	and	and	CCONJ
app01-4011	49	15	brain	brain	NOUN
app01-4011	49	16	,	,	PUNCT
app01-4011	49	17	different	different	ADJ
app01-4011	49	18	eog	eog	PROPN
app01-4011	49	19	analyses	analysis	NOUN
app01-4011	49	20	can	can	AUX
app01-4011	49	21	be	be	AUX
app01-4011	49	22	used	use	VERB
app01-4011	49	23	to	to	PART
app01-4011	49	24	identify	identify	VERB
app01-4011	49	25	the	the	DET
app01-4011	49	26	states	state	NOUN
app01-4011	49	27	similar	similar	ADJ
app01-4011	49	28	to	to	ADP
app01-4011	49	29	fatigue	fatigue	NOUN
app01-4011	49	30	.	.	PUNCT
app01-4011	50	1	the	the	DET
app01-4011	50	2	changes	change	NOUN
app01-4011	50	3	of	of	ADP
app01-4011	50	4	the	the	DET
app01-4011	50	5	blinking	blink	VERB
app01-4011	50	6	rate	rate	NOUN
app01-4011	50	7	were	be	AUX
app01-4011	50	8	observed	observe	VERB
app01-4011	50	9	during	during	ADP
app01-4011	50	10	the	the	DET
app01-4011	50	11	fatigue	fatigue	NOUN
app01-4011	50	12	tasks	task	NOUN
app01-4011	50	13	in	in	ADP
app01-4011	50	14	the	the	DET
app01-4011	50	15	published	publish	VERB
app01-4011	50	16	papers	paper	NOUN
app01-4011	50	17	[	[	X
app01-4011	50	18	5	5	NUM
app01-4011	50	19	]	]	PUNCT
app01-4011	50	20	.	.	PUNCT
app01-4011	51	1	the	the	DET
app01-4011	51	2	work	work	NOUN
app01-4011	51	3	of	of	ADP
app01-4011	51	4	lal	lal	PROPN
app01-4011	52	1	[	[	X
app01-4011	52	2	5	5	NUM
app01-4011	52	3	]	]	PUNCT
app01-4011	52	4	showed	show	VERB
app01-4011	52	5	,	,	PUNCT
app01-4011	52	6	that	that	SCONJ
app01-4011	52	7	the	the	DET
app01-4011	52	8	fast	fast	ADJ
app01-4011	52	9	eye	eye	NOUN
app01-4011	52	10	movements	movement	NOUN
app01-4011	52	11	and	and	CCONJ
app01-4011	52	12	conventional	conventional	ADJ
app01-4011	52	13	blinks	blink	NOUN
app01-4011	52	14	during	during	ADP
app01-4011	52	15	alert	alert	NOUN
app01-4011	52	16	were	be	AUX
app01-4011	52	17	replaced	replace	VERB
app01-4011	52	18	by	by	ADP
app01-4011	52	19	no	no	DET
app01-4011	52	20	eye	eye	NOUN
app01-4011	52	21	movements	movement	NOUN
app01-4011	52	22	and	and	CCONJ
app01-4011	52	23	small	small	ADJ
app01-4011	52	24	fast	fast	ADJ
app01-4011	52	25	rhythmic	rhythmic	ADJ
app01-4011	52	26	blinks	blink	NOUN
app01-4011	52	27	during	during	ADP
app01-4011	52	28	fatigue	fatigue	NOUN
app01-4011	52	29	,	,	PUNCT
app01-4011	52	30	and	and	CCONJ
app01-4011	52	31	that	that	SCONJ
app01-4011	52	32	the	the	DET
app01-4011	52	33	slow	slow	ADJ
app01-4011	52	34	blinks	blink	NOUN
app01-4011	52	35	were	be	AUX
app01-4011	52	36	present	present	ADJ
app01-4011	52	37	during	during	ADP
app01-4011	52	38	deeper	deep	ADJ
app01-4011	52	39	drowsiness	drowsiness	NOUN
app01-4011	52	40	for	for	ADP
app01-4011	52	41	all	all	DET
app01-4011	52	42	the	the	DET
app01-4011	52	43	subjects	subject	NOUN
app01-4011	52	44	.	.	PUNCT
app01-4011	53	1	wierwille	wierwille	NOUN
app01-4011	53	2	et	et	PROPN
app01-4011	53	3	al	al	PROPN
app01-4011	53	4	.	.	PUNCT
app01-4011	54	1	[	[	X
app01-4011	54	2	11	11	NUM
app01-4011	54	3	]	]	PUNCT
app01-4011	54	4	declared	declare	VERB
app01-4011	54	5	that	that	SCONJ
app01-4011	54	6	slow	slow	ADJ
app01-4011	54	7	eyelid	eyelid	NOUN
app01-4011	54	8	closure	closure	NOUN
app01-4011	54	9	is	be	AUX
app01-4011	54	10	a	a	DET
app01-4011	54	11	reliable	reliable	ADJ
app01-4011	54	12	estimate	estimate	NOUN
app01-4011	54	13	of	of	ADP
app01-4011	54	14	the	the	DET
app01-4011	54	15	level	level	NOUN
app01-4011	54	16	of	of	ADP
app01-4011	54	17	drowsiness	drowsiness	NOUN
app01-4011	54	18	.	.	PUNCT
app01-4011	55	1	in	in	ADP
app01-4011	55	2	the	the	DET
app01-4011	55	3	study	study	NOUN
app01-4011	55	4	of	of	ADP
app01-4011	55	5	papadelis	papadelis	PROPN
app01-4011	55	6	et	et	PROPN
app01-4011	55	7	al	al	PROPN
app01-4011	55	8	.	.	PUNCT
app01-4011	56	1	[	[	X
app01-4011	56	2	12	12	NUM
app01-4011	56	3	]	]	X
app01-4011	56	4	,	,	PUNCT
app01-4011	56	5	a	a	DET
app01-4011	56	6	significant	significant	ADJ
app01-4011	56	7	increase	increase	NOUN
app01-4011	56	8	of	of	ADP
app01-4011	56	9	eye	eye	NOUN
app01-4011	56	10	blinks	blink	VERB
app01-4011	56	11	’	'	PUNCT
app01-4011	56	12	number	number	NOUN
app01-4011	56	13	and	and	CCONJ
app01-4011	56	14	duration	duration	NOUN
app01-4011	56	15	before	before	SCONJ
app01-4011	56	16	driving	drive	VERB
app01-4011	56	17	errors	error	NOUN
app01-4011	56	18	was	be	AUX
app01-4011	56	19	observed	observe	VERB
app01-4011	56	20	.	.	PUNCT
app01-4011	57	1	2.3	2.3	NUM
app01-4011	57	2	.	.	PUNCT
app01-4011	57	3	changes	change	NOUN
app01-4011	57	4	in	in	ADP
app01-4011	57	5	ecg	ecg	PROPN
app01-4011	57	6	signals	signal	VERB
app01-4011	57	7	the	the	DET
app01-4011	57	8	stages	stage	NOUN
app01-4011	57	9	of	of	ADP
app01-4011	57	10	microsleeps	microsleep	NOUN
app01-4011	57	11	,	,	PUNCT
app01-4011	57	12	drowsiness	drowsiness	NOUN
app01-4011	57	13	or	or	CCONJ
app01-4011	57	14	fatigue	fatigue	NOUN
app01-4011	57	15	correspond	correspond	VERB
app01-4011	57	16	with	with	ADP
app01-4011	57	17	the	the	DET
app01-4011	57	18	changes	change	NOUN
app01-4011	57	19	in	in	ADP
app01-4011	57	20	the	the	DET
app01-4011	57	21	autonomic	autonomic	ADJ
app01-4011	57	22	regulation	regulation	NOUN
app01-4011	57	23	of	of	ADP
app01-4011	57	24	the	the	DET
app01-4011	57	25	cardiovascular	cardiovascular	ADJ
app01-4011	57	26	function	function	NOUN
app01-4011	57	27	.	.	PUNCT
app01-4011	58	1	the	the	DET
app01-4011	58	2	hrv	hrv	NOUN
app01-4011	58	3	(	(	PUNCT
app01-4011	58	4	heart	heart	NOUN
app01-4011	58	5	rate	rate	NOUN
app01-4011	58	6	variability	variability	NOUN
app01-4011	58	7	)	)	PUNCT
app01-4011	58	8	parameters	parameter	NOUN
app01-4011	58	9	are	be	AUX
app01-4011	58	10	used	use	VERB
app01-4011	58	11	to	to	PART
app01-4011	58	12	quantify	quantify	VERB
app01-4011	58	13	these	these	DET
app01-4011	58	14	changes	change	NOUN
app01-4011	58	15	.	.	PUNCT
app01-4011	59	1	the	the	DET
app01-4011	59	2	gradual	gradual	ADJ
app01-4011	59	3	and	and	CCONJ
app01-4011	59	4	sustained	sustained	ADJ
app01-4011	59	5	decrease	decrease	NOUN
app01-4011	59	6	in	in	ADP
app01-4011	59	7	the	the	DET
app01-4011	59	8	vlf	vlf	NOUN
app01-4011	59	9	range	range	NOUN
app01-4011	59	10	minutes	minute	NOUN
app01-4011	59	11	before	before	ADP
app01-4011	59	12	falling	fall	VERB
app01-4011	59	13	asleep	asleep	ADJ
app01-4011	59	14	was	be	AUX
app01-4011	59	15	observed	observe	VERB
app01-4011	59	16	[	[	PUNCT
app01-4011	59	17	13	13	NUM
app01-4011	59	18	]	]	PUNCT
app01-4011	59	19	.	.	PUNCT
app01-4011	60	1	the	the	DET
app01-4011	60	2	ratio	ratio	NOUN
app01-4011	60	3	lf	lf	PROPN
app01-4011	60	4	/	/	SYM
app01-4011	60	5	hf	hf	PROPN
app01-4011	60	6	,	,	PUNCT
app01-4011	60	7	which	which	PRON
app01-4011	60	8	corresponds	correspond	VERB
app01-4011	60	9	with	with	ADP
app01-4011	60	10	the	the	DET
app01-4011	60	11	sympathovagal	sympathovagal	ADJ
app01-4011	60	12	balance	balance	NOUN
app01-4011	60	13	,	,	PUNCT
app01-4011	60	14	was	be	AUX
app01-4011	60	15	very	very	ADV
app01-4011	60	16	low	low	ADJ
app01-4011	60	17	compared	compare	VERB
app01-4011	60	18	to	to	ADP
app01-4011	60	19	baseline	baseline	VERB
app01-4011	60	20	wake	wake	VERB
app01-4011	60	21	values	value	NOUN
app01-4011	60	22	for	for	ADP
app01-4011	60	23	about	about	ADV
app01-4011	60	24	5	5	NUM
app01-4011	60	25	minutes	minute	NOUN
app01-4011	60	26	before	before	ADP
app01-4011	60	27	the	the	DET
app01-4011	60	28	event	event	NOUN
app01-4011	60	29	[	[	X
app01-4011	60	30	13	13	NUM
app01-4011	60	31	]	]	PUNCT
app01-4011	60	32	.	.	PUNCT
app01-4011	61	1	it	it	PRON
app01-4011	61	2	is	be	AUX
app01-4011	61	3	a	a	DET
app01-4011	61	4	sign	sign	NOUN
app01-4011	61	5	of	of	ADP
app01-4011	61	6	the	the	DET
app01-4011	61	7	relaxation	relaxation	NOUN
app01-4011	61	8	taking	take	VERB
app01-4011	61	9	over	over	ADP
app01-4011	61	10	.	.	PUNCT
app01-4011	62	1	there	there	PRON
app01-4011	62	2	is	be	VERB
app01-4011	62	3	a	a	DET
app01-4011	62	4	significant	significant	ADJ
app01-4011	62	5	surge	surge	NOUN
app01-4011	62	6	in	in	ADP
app01-4011	62	7	this	this	DET
app01-4011	62	8	balance	balance	NOUN
app01-4011	62	9	after	after	ADP
app01-4011	62	10	the	the	DET
app01-4011	62	11	falling	fall	VERB
app01-4011	62	12	asleep	asleep	ADJ
app01-4011	62	13	due	due	ADP
app01-4011	62	14	to	to	ADP
app01-4011	62	15	the	the	DET
app01-4011	62	16	increased	increase	VERB
app01-4011	62	17	stress	stress	NOUN
app01-4011	62	18	[	[	X
app01-4011	62	19	13	13	NUM
app01-4011	62	20	]	]	PUNCT
app01-4011	62	21	.	.	PUNCT
app01-4011	63	1	heart	heart	NOUN
app01-4011	63	2	rate	rate	NOUN
app01-4011	63	3	decreased	decrease	VERB
app01-4011	63	4	significantly	significantly	ADV
app01-4011	63	5	during	during	ADP
app01-4011	63	6	falling	fall	VERB
app01-4011	63	7	asleep	asleep	ADJ
app01-4011	63	8	event	event	NOUN
app01-4011	63	9	[	[	X
app01-4011	63	10	13	13	NUM
app01-4011	63	11	]	]	PUNCT
app01-4011	63	12	and	and	CCONJ
app01-4011	63	13	fatigue	fatigue	NOUN
app01-4011	63	14	(	(	PUNCT
app01-4011	63	15	by	by	ADP
app01-4011	63	16	7	7	NUM
app01-4011	63	17	bpm	bpm	NOUN
app01-4011	63	18	)	)	PUNCT
app01-4011	64	1	[	[	X
app01-4011	64	2	5	5	NUM
app01-4011	64	3	]	]	PUNCT
app01-4011	64	4	.	.	PUNCT
app01-4011	65	1	same	same	ADJ
app01-4011	65	2	changes	change	NOUN
app01-4011	65	3	in	in	ADP
app01-4011	65	4	the	the	DET
app01-4011	65	5	heart	heart	NOUN
app01-4011	65	6	rate	rate	NOUN
app01-4011	65	7	were	be	AUX
app01-4011	65	8	observed	observe	VERB
app01-4011	65	9	during	during	ADP
app01-4011	65	10	prolonged	prolonged	ADJ
app01-4011	65	11	and	and	CCONJ
app01-4011	65	12	monotonous	monotonous	ADJ
app01-4011	65	13	driving	driving	NOUN
app01-4011	65	14	[	[	X
app01-4011	65	15	14	14	NUM
app01-4011	65	16	]	]	PUNCT
app01-4011	65	17	.	.	PUNCT
app01-4011	66	1	also	also	ADV
app01-4011	66	2	,	,	PUNCT
app01-4011	66	3	the	the	DET
app01-4011	66	4	rr	rr	PROPN
app01-4011	66	5	variability	variability	NOUN
app01-4011	66	6	declined	decline	VERB
app01-4011	66	7	over	over	ADP
app01-4011	66	8	the	the	DET
app01-4011	66	9	falling	fall	VERB
app01-4011	66	10	asleep	asleep	ADJ
app01-4011	66	11	events	event	NOUN
app01-4011	66	12	in	in	ADP
app01-4011	66	13	the	the	DET
app01-4011	66	14	study	study	NOUN
app01-4011	66	15	of	of	ADP
app01-4011	66	16	furman	furman	PROPN
app01-4011	66	17	[	[	X
app01-4011	66	18	13	13	NUM
app01-4011	66	19	]	]	PUNCT
app01-4011	66	20	.	.	PUNCT
app01-4011	67	1	3	3	X
app01-4011	67	2	.	.	X
app01-4011	67	3	detection	detection	NOUN
app01-4011	67	4	approaches	approach	NOUN
app01-4011	67	5	in	in	ADP
app01-4011	67	6	the	the	DET
app01-4011	67	7	following	follow	VERB
app01-4011	67	8	section	section	NOUN
app01-4011	67	9	,	,	PUNCT
app01-4011	67	10	there	there	PRON
app01-4011	67	11	are	be	VERB
app01-4011	67	12	presented	present	VERB
app01-4011	67	13	and	and	CCONJ
app01-4011	67	14	compared	compare	VERB
app01-4011	67	15	(	(	PUNCT
app01-4011	67	16	table	table	NOUN
app01-4011	67	17	1	1	NUM
app01-4011	67	18	)	)	PUNCT
app01-4011	67	19	detection	detection	NOUN
app01-4011	67	20	methods	method	NOUN
app01-4011	67	21	,	,	PUNCT
app01-4011	67	22	which	which	PRON
app01-4011	67	23	have	have	AUX
app01-4011	67	24	been	be	AUX
app01-4011	67	25	issued	issue	VERB
app01-4011	67	26	during	during	ADP
app01-4011	67	27	the	the	DET
app01-4011	67	28	recent	recent	ADJ
app01-4011	67	29	years	year	NOUN
app01-4011	67	30	and	and	CCONJ
app01-4011	67	31	which	which	PRON
app01-4011	67	32	were	be	AUX
app01-4011	67	33	dealing	deal	VERB
app01-4011	67	34	with	with	ADP
app01-4011	67	35	the	the	DET
app01-4011	67	36	states	state	NOUN
app01-4011	67	37	similar	similar	ADJ
app01-4011	67	38	to	to	ADP
app01-4011	67	39	microsleeps	microsleep	NOUN
app01-4011	67	40	.	.	PROPN
app01-4011	68	1	3.1	3.1	NUM
app01-4011	68	2	.	.	PUNCT
app01-4011	68	3	detection	detection	NOUN
app01-4011	68	4	by	by	ADP
app01-4011	68	5	vuckovic	vuckovic	PROPN
app01-4011	68	6	et	et	PROPN
app01-4011	68	7	al	al	PROPN
app01-4011	68	8	.	.	PROPN
app01-4011	69	1	(	(	PUNCT
app01-4011	69	2	published	publish	VERB
app01-4011	69	3	2002	2002	NUM
app01-4011	69	4	)	)	PUNCT
app01-4011	69	5	the	the	DET
app01-4011	69	6	classification	classification	NOUN
app01-4011	69	7	of	of	ADP
app01-4011	69	8	the	the	DET
app01-4011	69	9	drowsy	drowsy	NOUN
app01-4011	69	10	states	state	NOUN
app01-4011	69	11	from	from	ADP
app01-4011	69	12	full	full	ADJ
app01-4011	69	13	spectrum	spectrum	NOUN
app01-4011	69	14	eeg	eeg	NOUN
app01-4011	69	15	recordings	recording	NOUN
app01-4011	69	16	was	be	AUX
app01-4011	69	17	published	publish	VERB
app01-4011	69	18	in	in	ADP
app01-4011	69	19	the	the	DET
app01-4011	69	20	paper	paper	NOUN
app01-4011	70	1	[	[	X
app01-4011	70	2	15	15	NUM
app01-4011	70	3	]	]	PUNCT
app01-4011	70	4	.	.	PUNCT
app01-4011	71	1	parameterization	parameterization	NOUN
app01-4011	71	2	was	be	AUX
app01-4011	71	3	based	base	VERB
app01-4011	71	4	on	on	ADP
app01-4011	71	5	a	a	DET
app01-4011	71	6	moving	move	VERB
app01-4011	71	7	cross	cross	ADJ
app01-4011	71	8	-	-	ADJ
app01-4011	71	9	spectral	spectral	ADJ
app01-4011	71	10	density	density	NOUN
app01-4011	71	11	csd	csd	PROPN
app01-4011	71	12	.	.	PUNCT
app01-4011	72	1	the	the	DET
app01-4011	72	2	interhemispheric	interhemispheric	PROPN
app01-4011	72	3	csd	csd	PROPN
app01-4011	72	4	was	be	AUX
app01-4011	72	5	calculated	calculate	VERB
app01-4011	72	6	from	from	ADP
app01-4011	72	7	homologous	homologous	ADJ
app01-4011	72	8	contralateral	contralateral	ADJ
app01-4011	72	9	electrodes	electrode	NOUN
app01-4011	72	10	[	[	X
app01-4011	72	11	15	15	NUM
app01-4011	72	12	]	]	PUNCT
app01-4011	72	13	.	.	PUNCT
app01-4011	73	1	the	the	DET
app01-4011	73	2	intrahemispheric	intrahemispheric	PROPN
app01-4011	73	3	csd	csd	PROPN
app01-4011	73	4	was	be	AUX
app01-4011	73	5	calculated	calculate	VERB
app01-4011	73	6	from	from	ADP
app01-4011	73	7	electrodes	electrode	NOUN
app01-4011	73	8	on	on	ADP
app01-4011	73	9	the	the	DET
app01-4011	73	10	left	left	NOUN
app01-4011	73	11	hemisphere	hemisphere	NOUN
app01-4011	73	12	[	[	X
app01-4011	73	13	15	15	NUM
app01-4011	73	14	]	]	PUNCT
app01-4011	73	15	.	.	PUNCT
app01-4011	74	1	the	the	DET
app01-4011	74	2	csd	csd	PROPN
app01-4011	74	3	was	be	AUX
app01-4011	74	4	computed	compute	VERB
app01-4011	74	5	for	for	ADP
app01-4011	74	6	the	the	DET
app01-4011	74	7	signal	signal	NOUN
app01-4011	74	8	lasting	last	VERB
app01-4011	74	9	one	one	NUM
app01-4011	74	10	epoch	epoch	NOUN
app01-4011	74	11	and	and	CCONJ
app01-4011	74	12	the	the	DET
app01-4011	74	13	signal	signal	NOUN
app01-4011	74	14	from	from	ADP
app01-4011	74	15	the	the	DET
app01-4011	74	16	same	same	ADJ
app01-4011	74	17	electrode	electrode	NOUN
app01-4011	74	18	delayed	delay	VERB
app01-4011	74	19	by	by	ADP
app01-4011	74	20	50	50	NUM
app01-4011	74	21	%	%	NOUN
app01-4011	74	22	of	of	ADP
app01-4011	74	23	the	the	DET
app01-4011	74	24	epoch	epoch	NOUN
app01-4011	74	25	[	[	X
app01-4011	74	26	15	15	NUM
app01-4011	74	27	]	]	PUNCT
app01-4011	74	28	.	.	PUNCT
app01-4011	75	1	the	the	DET
app01-4011	75	2	main	main	ADJ
app01-4011	75	3	reason	reason	NOUN
app01-4011	75	4	to	to	PART
app01-4011	75	5	choose	choose	VERB
app01-4011	75	6	interhemispheric	interhemispheric	ADJ
app01-4011	75	7	csd	csd	NOUN
app01-4011	75	8	was	be	AUX
app01-4011	75	9	that	that	SCONJ
app01-4011	75	10	the	the	DET
app01-4011	75	11	correlation	correlation	NOUN
app01-4011	75	12	of	of	ADP
app01-4011	75	13	homologue	homologue	NOUN
app01-4011	75	14	electrodes	electrode	VERB
app01-4011	75	15	decreases	decrease	NOUN
app01-4011	75	16	in	in	ADP
app01-4011	75	17	drowsiness	drowsiness	NOUN
app01-4011	75	18	[	[	X
app01-4011	75	19	16	16	NUM
app01-4011	75	20	]	]	PUNCT
app01-4011	75	21	.	.	PUNCT
app01-4011	76	1	as	as	ADV
app01-4011	76	2	well	well	ADV
app01-4011	76	3	as	as	ADP
app01-4011	76	4	the	the	DET
app01-4011	76	5	intrahemispheric	intrahemispheric	ADJ
app01-4011	76	6	csd	csd	NOUN
app01-4011	76	7	detects	detect	VERB
app01-4011	76	8	the	the	DET
app01-4011	76	9	transition	transition	NOUN
app01-4011	76	10	from	from	ADP
app01-4011	76	11	alertness	alertness	NOUN
app01-4011	76	12	to	to	ADP
app01-4011	76	13	drowsiness	drowsiness	NOUN
app01-4011	76	14	and	and	CCONJ
app01-4011	77	1	vice	vice	NOUN
app01-4011	77	2	versa	versa	ADV
app01-4011	77	3	because	because	SCONJ
app01-4011	77	4	of	of	ADP
app01-4011	77	5	the	the	DET
app01-4011	77	6	changes	change	NOUN
app01-4011	77	7	in	in	ADP
app01-4011	77	8	the	the	DET
app01-4011	77	9	synchronization	synchronization	NOUN
app01-4011	77	10	of	of	ADP
app01-4011	77	11	the	the	DET
app01-4011	77	12	intrahemispheric	intrahemispheric	ADJ
app01-4011	77	13	eeg	eeg	PROPN
app01-4011	77	14	signal	signal	NOUN
app01-4011	78	1	[	[	X
app01-4011	78	2	16	16	NUM
app01-4011	78	3	]	]	PUNCT
app01-4011	78	4	.	.	PUNCT
app01-4011	79	1	a	a	DET
app01-4011	79	2	convolutional	convolutional	ADJ
app01-4011	79	3	neural	neural	ADJ
app01-4011	79	4	network	network	NOUN
app01-4011	79	5	,	,	PUNCT
app01-4011	79	6	auto	auto	NOUN
app01-4011	79	7	encoder	encoder	NOUN
app01-4011	79	8	,	,	PUNCT
app01-4011	79	9	and	and	CCONJ
app01-4011	79	10	linear	linear	ADJ
app01-4011	79	11	dynamic	dynamic	ADJ
app01-4011	79	12	system	system	NOUN
app01-4011	79	13	described	describe	VERB
app01-4011	79	14	accurately	accurately	ADV
app01-4011	79	15	in	in	ADP
app01-4011	79	16	[	[	X
app01-4011	79	17	15	15	NUM
app01-4011	79	18	]	]	PUNCT
app01-4011	79	19	were	be	AUX
app01-4011	79	20	used	use	VERB
app01-4011	79	21	for	for	ADP
app01-4011	79	22	classification	classification	NOUN
app01-4011	79	23	.	.	PUNCT
app01-4011	80	1	3.2	3.2	NUM
app01-4011	80	2	.	.	PUNCT
app01-4011	80	3	detection	detection	NOUN
app01-4011	80	4	by	by	ADP
app01-4011	80	5	golz	golz	PROPN
app01-4011	80	6	et	et	PROPN
app01-4011	80	7	al	al	PROPN
app01-4011	80	8	.	.	PROPN
app01-4011	81	1	(	(	PUNCT
app01-4011	81	2	published	publish	VERB
app01-4011	81	3	2007	2007	NUM
app01-4011	81	4	)	)	PUNCT
app01-4011	81	5	different	different	ADJ
app01-4011	81	6	ms	ms	NOUN
app01-4011	81	7	detection	detection	NOUN
app01-4011	81	8	approaches	approach	NOUN
app01-4011	81	9	and	and	CCONJ
app01-4011	81	10	their	their	PRON
app01-4011	81	11	combinations	combination	NOUN
app01-4011	81	12	were	be	AUX
app01-4011	81	13	presented	present	VERB
app01-4011	81	14	in	in	ADP
app01-4011	81	15	the	the	DET
app01-4011	81	16	paper	paper	NOUN
app01-4011	81	17	[	[	X
app01-4011	81	18	17	17	NUM
app01-4011	81	19	]	]	PUNCT
app01-4011	81	20	.	.	PUNCT
app01-4011	82	1	the	the	DET
app01-4011	82	2	adaptive	adaptive	ADJ
app01-4011	82	3	signal	signal	NOUN
app01-4011	82	4	processing	processing	NOUN
app01-4011	82	5	was	be	AUX
app01-4011	82	6	based	base	VERB
app01-4011	82	7	on	on	ADP
app01-4011	82	8	the	the	DET
app01-4011	82	9	signals	signal	NOUN
app01-4011	82	10	of	of	ADP
app01-4011	82	11	the	the	DET
app01-4011	82	12	brain	brain	NOUN
app01-4011	82	13	electric	electric	ADJ
app01-4011	82	14	activity	activity	NOUN
app01-4011	82	15	,	,	PUNCT
app01-4011	82	16	variation	variation	NOUN
app01-4011	82	17	in	in	ADP
app01-4011	82	18	the	the	DET
app01-4011	82	19	pupil	pupil	NOUN
app01-4011	82	20	size	size	NOUN
app01-4011	82	21	,	,	PUNCT
app01-4011	82	22	and	and	CCONJ
app01-4011	82	23	eyelid	eyelid	NOUN
app01-4011	82	24	movements	movement	NOUN
app01-4011	82	25	.	.	PUNCT
app01-4011	83	1	totally	totally	ADV
app01-4011	83	2	fifteen	fifteen	NUM
app01-4011	83	3	signals	signal	NOUN
app01-4011	83	4	had	have	AUX
app01-4011	83	5	been	be	AUX
app01-4011	83	6	acquired	acquire	VERB
app01-4011	83	7	,	,	PUNCT
app01-4011	83	8	seven	seven	NUM
app01-4011	83	9	signals	signal	NOUN
app01-4011	83	10	of	of	ADP
app01-4011	83	11	eeg	eeg	NOUN
app01-4011	83	12	,	,	PUNCT
app01-4011	83	13	vertical	vertical	ADJ
app01-4011	83	14	and	and	CCONJ
app01-4011	83	15	horizontal	horizontal	ADJ
app01-4011	83	16	eog	eog	PROPN
app01-4011	83	17	channel	channel	PROPN
app01-4011	83	18	,	,	PUNCT
app01-4011	83	19	and	and	CCONJ
app01-4011	83	20	six	six	NUM
app01-4011	83	21	signals	signal	NOUN
app01-4011	83	22	from	from	ADP
app01-4011	83	23	eye	eye	NOUN
app01-4011	83	24	tracking	tracking	NOUN
app01-4011	83	25	system	system	NOUN
app01-4011	83	26	(	(	PUNCT
app01-4011	83	27	the	the	DET
app01-4011	83	28	pupil	pupil	ADJ
app01-4011	83	29	size	size	NOUN
app01-4011	83	30	and	and	CCONJ
app01-4011	83	31	two	two	NUM
app01-4011	83	32	coordinates	coordinate	NOUN
app01-4011	83	33	of	of	ADP
app01-4011	83	34	eye	eye	NOUN
app01-4011	83	35	gaze	gaze	NOUN
app01-4011	83	36	on	on	ADP
app01-4011	83	37	the	the	DET
app01-4011	83	38	plane	plane	NOUN
app01-4011	83	39	of	of	ADP
app01-4011	83	40	projection	projection	NOUN
app01-4011	83	41	)	)	PUNCT
app01-4011	83	42	.	.	PUNCT
app01-4011	84	1	the	the	DET
app01-4011	84	2	features	feature	NOUN
app01-4011	84	3	were	be	AUX
app01-4011	84	4	firstly	firstly	ADV
app01-4011	84	5	extracted	extract	VERB
app01-4011	84	6	in	in	ADP
app01-4011	84	7	the	the	DET
app01-4011	84	8	frequency	frequency	NOUN
app01-4011	84	9	domain	domain	NOUN
app01-4011	84	10	by	by	ADP
app01-4011	84	11	one	one	NUM
app01-4011	84	12	linear	linear	ADJ
app01-4011	84	13	method	method	NOUN
app01-4011	84	14	of	of	ADP
app01-4011	84	15	modified	modify	VERB
app01-4011	84	16	periodogram	periodogram	NOUN
app01-4011	84	17	and	and	CCONJ
app01-4011	84	18	then	then	ADV
app01-4011	84	19	in	in	ADP
app01-4011	84	20	the	the	DET
app01-4011	84	21	state	state	NOUN
app01-4011	84	22	space	space	NOUN
app01-4011	84	23	by	by	ADP
app01-4011	84	24	using	use	VERB
app01-4011	84	25	the	the	DET
app01-4011	84	26	nonlinear	nonlinear	ADJ
app01-4011	84	27	method	method	NOUN
app01-4011	84	28	of	of	ADP
app01-4011	84	29	the	the	DET
app01-4011	84	30	delay	delay	NOUN
app01-4011	84	31	vector	vector	NOUN
app01-4011	84	32	variance	variance	NOUN
app01-4011	84	33	(	(	PUNCT
app01-4011	84	34	dvv	dvv	NOUN
app01-4011	84	35	)	)	PUNCT
app01-4011	85	1	[	[	X
app01-4011	85	2	18	18	NUM
app01-4011	85	3	]	]	PUNCT
app01-4011	85	4	.	.	PUNCT
app01-4011	86	1	the	the	DET
app01-4011	86	2	results	result	NOUN
app01-4011	86	3	show	show	VERB
app01-4011	86	4	,	,	PUNCT
app01-4011	86	5	that	that	DET
app01-4011	86	6	periodogram	periodogram	NOUN
app01-4011	86	7	was	be	AUX
app01-4011	86	8	more	more	ADV
app01-4011	86	9	powerful	powerful	ADJ
app01-4011	86	10	for	for	ADP
app01-4011	86	11	the	the	DET
app01-4011	86	12	feature	feature	NOUN
app01-4011	86	13	extraction	extraction	NOUN
app01-4011	86	14	than	than	ADP
app01-4011	86	15	the	the	DET
app01-4011	86	16	dvv	dvv	NOUN
app01-4011	86	17	method	method	NOUN
app01-4011	86	18	and	and	CCONJ
app01-4011	86	19	that	that	SCONJ
app01-4011	86	20	the	the	DET
app01-4011	86	21	complementing	complement	VERB
app01-4011	86	22	power	power	NOUN
app01-4011	86	23	spectral	spectral	ADJ
app01-4011	86	24	density	density	NOUN
app01-4011	86	25	by	by	ADP
app01-4011	86	26	dvv	dvv	NOUN
app01-4011	86	27	features	feature	NOUN
app01-4011	86	28	showed	show	VERB
app01-4011	86	29	only	only	ADV
app01-4011	86	30	small	small	ADJ
app01-4011	86	31	improvements	improvement	NOUN
app01-4011	86	32	.	.	PUNCT
app01-4011	87	1	the	the	DET
app01-4011	87	2	achieved	achieve	VERB
app01-4011	87	3	features	feature	NOUN
app01-4011	87	4	were	be	AUX
app01-4011	87	5	used	use	VERB
app01-4011	87	6	as	as	ADP
app01-4011	87	7	input	input	NOUN
app01-4011	87	8	vectors	vector	NOUN
app01-4011	87	9	in	in	ADP
app01-4011	87	10	automatically	automatically	ADV
app01-4011	87	11	learning	learn	VERB
app01-4011	87	12	classification	classification	NOUN
app01-4011	87	13	algorithm	algorithm	NOUN
app01-4011	87	14	,	,	PUNCT
app01-4011	87	15	where	where	SCONJ
app01-4011	87	16	the	the	DET
app01-4011	87	17	decision	decision	NOUN
app01-4011	87	18	process	process	NOUN
app01-4011	87	19	was	be	AUX
app01-4011	87	20	based	base	VERB
app01-4011	87	21	on	on	ADP
app01-4011	87	22	the	the	DET
app01-4011	87	23	support	support	NOUN
app01-4011	87	24	vector	vector	NOUN
app01-4011	87	25	machines	machine	NOUN
app01-4011	87	26	and	and	CCONJ
app01-4011	87	27	three	three	NUM
app01-4011	87	28	learning	learn	VERB
app01-4011	87	29	vector	vector	NOUN
app01-4011	87	30	quantization	quantization	NOUN
app01-4011	87	31	neural	neural	ADJ
app01-4011	87	32	networks	network	NOUN
app01-4011	87	33	.	.	PUNCT
app01-4011	88	1	all	all	DET
app01-4011	88	2	algorithms	algorithm	NOUN
app01-4011	88	3	were	be	AUX
app01-4011	88	4	optimized	optimize	VERB
app01-4011	88	5	to	to	PART
app01-4011	88	6	gain	gain	VERB
app01-4011	88	7	maximal	maximal	ADJ
app01-4011	88	8	classification	classification	NOUN
app01-4011	88	9	accuracy	accuracy	NOUN
app01-4011	88	10	.	.	PUNCT
app01-4011	89	1	the	the	DET
app01-4011	89	2	best	good	ADJ
app01-4011	89	3	results	result	NOUN
app01-4011	89	4	were	be	AUX
app01-4011	89	5	achieved	achieve	VERB
app01-4011	89	6	by	by	ADP
app01-4011	89	7	the	the	DET
app01-4011	89	8	fusion	fusion	NOUN
app01-4011	89	9	of	of	ADP
app01-4011	89	10	features	feature	NOUN
app01-4011	89	11	for	for	ADP
app01-4011	89	12	all	all	DET
app01-4011	89	13	available	available	ADJ
app01-4011	89	14	signals	signal	NOUN
app01-4011	89	15	.	.	PUNCT
app01-4011	90	1	proposed	propose	VERB
app01-4011	90	2	methods	method	NOUN
app01-4011	90	3	were	be	AUX
app01-4011	90	4	created	create	VERB
app01-4011	90	5	with	with	ADP
app01-4011	90	6	respect	respect	NOUN
app01-4011	90	7	to	to	ADP
app01-4011	90	8	the	the	DET
app01-4011	90	9	future	future	ADJ
app01-4011	90	10	online	online	ADJ
app01-4011	90	11	driver	driver	NOUN
app01-4011	90	12	monitoring	monitoring	NOUN
app01-4011	90	13	.	.	PUNCT
app01-4011	91	1	[	[	X
app01-4011	91	2	17	17	NUM
app01-4011	91	3	]	]	SYM
app01-4011	91	4	33	33	NUM
app01-4011	91	5	m.	m.	NOUN
app01-4011	91	6	holub	holub	NOUN
app01-4011	91	7	,	,	PUNCT
app01-4011	91	8	m.	m.	NOUN
app01-4011	91	9	šrutová	šrutová	PROPN
app01-4011	91	10	,	,	PUNCT
app01-4011	91	11	l.	l.	PROPN
app01-4011	91	12	lhotská	lhotská	PROPN
app01-4011	91	13	acta	acta	PROPN
app01-4011	91	14	polytechnica	polytechnica	PROPN
app01-4011	91	15	ctu	ctu	PROPN
app01-4011	91	16	proceedings	proceeding	NOUN
app01-4011	91	17	figure	figure	VERB
app01-4011	91	18	1	1	NUM
app01-4011	91	19	.	.	PUNCT
app01-4011	92	1	the	the	DET
app01-4011	92	2	table	table	NOUN
app01-4011	92	3	shows	show	VERB
app01-4011	92	4	the	the	DET
app01-4011	92	5	comparison	comparison	NOUN
app01-4011	92	6	of	of	ADP
app01-4011	92	7	the	the	DET
app01-4011	92	8	published	publish	VERB
app01-4011	92	9	methods	method	NOUN
app01-4011	92	10	.	.	PUNCT
app01-4011	93	1	3.3	3.3	NUM
app01-4011	93	2	.	.	PUNCT
app01-4011	93	3	detection	detection	NOUN
app01-4011	93	4	by	by	ADP
app01-4011	93	5	furman	furman	PROPN
app01-4011	93	6	et	et	PROPN
app01-4011	93	7	al	al	PROPN
app01-4011	93	8	.	.	PROPN
app01-4011	94	1	(	(	PUNCT
app01-4011	94	2	published	publish	VERB
app01-4011	94	3	2008	2008	NUM
app01-4011	94	4	)	)	PUNCT
app01-4011	94	5	this	this	DET
app01-4011	94	6	study	study	NOUN
app01-4011	95	1	[	[	X
app01-4011	95	2	13	13	NUM
app01-4011	95	3	]	]	PUNCT
app01-4011	95	4	checked	check	VERB
app01-4011	95	5	a	a	DET
app01-4011	95	6	feasibility	feasibility	NOUN
app01-4011	95	7	of	of	ADP
app01-4011	95	8	the	the	DET
app01-4011	95	9	new	new	ADJ
app01-4011	95	10	detection	detection	NOUN
app01-4011	95	11	approach	approach	NOUN
app01-4011	95	12	based	base	VERB
app01-4011	95	13	on	on	ADP
app01-4011	95	14	the	the	DET
app01-4011	95	15	processing	processing	NOUN
app01-4011	95	16	of	of	ADP
app01-4011	95	17	the	the	DET
app01-4011	95	18	ecg	ecg	PROPN
app01-4011	95	19	signal	signal	NOUN
app01-4011	95	20	,	,	PUNCT
app01-4011	95	21	where	where	SCONJ
app01-4011	95	22	the	the	DET
app01-4011	95	23	trends	trend	NOUN
app01-4011	95	24	of	of	ADP
app01-4011	95	25	heart	heart	NOUN
app01-4011	95	26	rate	rate	NOUN
app01-4011	95	27	variability	variability	NOUN
app01-4011	95	28	(	(	PUNCT
app01-4011	95	29	hrv	hrv	NOUN
app01-4011	95	30	)	)	PUNCT
app01-4011	95	31	were	be	AUX
app01-4011	95	32	observed	observe	VERB
app01-4011	95	33	.	.	PUNCT
app01-4011	96	1	the	the	DET
app01-4011	96	2	hrv	hrv	PROPN
app01-4011	96	3	parameters	parameter	NOUN
app01-4011	96	4	were	be	AUX
app01-4011	96	5	used	use	VERB
app01-4011	96	6	to	to	PART
app01-4011	96	7	look	look	VERB
app01-4011	96	8	into	into	ADP
app01-4011	96	9	the	the	DET
app01-4011	96	10	changes	change	NOUN
app01-4011	96	11	in	in	ADP
app01-4011	96	12	the	the	DET
app01-4011	96	13	autonomic	autonomic	ADJ
app01-4011	96	14	regulation	regulation	NOUN
app01-4011	96	15	of	of	ADP
app01-4011	96	16	the	the	DET
app01-4011	96	17	cardiovascular	cardiovascular	ADJ
app01-4011	96	18	function	function	NOUN
app01-4011	96	19	.	.	PUNCT
app01-4011	97	1	physiological	physiological	ADJ
app01-4011	97	2	changes	change	NOUN
app01-4011	97	3	were	be	AUX
app01-4011	97	4	quantified	quantify	VERB
app01-4011	97	5	before	before	ADV
app01-4011	97	6	,	,	PUNCT
app01-4011	97	7	during	during	ADP
app01-4011	97	8	and	and	CCONJ
app01-4011	97	9	after	after	ADP
app01-4011	97	10	an	an	DET
app01-4011	97	11	event	event	NOUN
app01-4011	97	12	of	of	ADP
app01-4011	97	13	microsleep	microsleep	PROPN
app01-4011	97	14	.	.	PUNCT
app01-4011	98	1	it	it	PRON
app01-4011	98	2	was	be	AUX
app01-4011	98	3	found	find	VERB
app01-4011	98	4	that	that	SCONJ
app01-4011	98	5	there	there	PRON
app01-4011	98	6	was	be	VERB
app01-4011	98	7	a	a	DET
app01-4011	98	8	gradual	gradual	ADJ
app01-4011	98	9	and	and	CCONJ
app01-4011	98	10	sustained	sustained	ADJ
app01-4011	98	11	decrease	decrease	NOUN
app01-4011	98	12	in	in	ADP
app01-4011	98	13	the	the	DET
app01-4011	98	14	vlf	vlf	NOUN
app01-4011	98	15	range	range	NOUN
app01-4011	98	16	minutes	minute	NOUN
app01-4011	98	17	before	before	ADP
app01-4011	98	18	falling	fall	VERB
app01-4011	98	19	asleep	asleep	ADJ
app01-4011	98	20	events	event	NOUN
app01-4011	98	21	.	.	PUNCT
app01-4011	99	1	the	the	DET
app01-4011	99	2	sympathovagal	sympathovagal	ADJ
app01-4011	99	3	balance	balance	NOUN
app01-4011	99	4	,	,	PUNCT
app01-4011	99	5	which	which	PRON
app01-4011	99	6	was	be	AUX
app01-4011	99	7	represented	represent	VERB
app01-4011	99	8	by	by	ADP
app01-4011	99	9	lf	lf	PROPN
app01-4011	99	10	/	/	SYM
app01-4011	99	11	hf	hf	NOUN
app01-4011	99	12	,	,	PUNCT
app01-4011	99	13	was	be	AUX
app01-4011	99	14	very	very	ADV
app01-4011	99	15	low	low	ADJ
app01-4011	99	16	compared	compare	VERB
app01-4011	99	17	to	to	ADP
app01-4011	99	18	baseline	baseline	VERB
app01-4011	99	19	wake	wake	VERB
app01-4011	99	20	values	value	NOUN
app01-4011	99	21	for	for	ADP
app01-4011	99	22	about	about	ADV
app01-4011	99	23	5	5	NUM
app01-4011	99	24	minutes	minute	NOUN
app01-4011	99	25	before	before	ADP
app01-4011	99	26	the	the	DET
app01-4011	99	27	events	event	NOUN
app01-4011	99	28	.	.	PUNCT
app01-4011	100	1	it	it	PRON
app01-4011	100	2	was	be	AUX
app01-4011	100	3	a	a	DET
app01-4011	100	4	sign	sign	NOUN
app01-4011	100	5	of	of	ADP
app01-4011	100	6	relaxation	relaxation	NOUN
app01-4011	100	7	taking	take	VERB
app01-4011	100	8	over	over	ADP
app01-4011	100	9	.	.	PUNCT
app01-4011	101	1	after	after	ADP
app01-4011	101	2	falling	fall	VERB
app01-4011	101	3	asleep	asleep	ADJ
app01-4011	101	4	there	there	PRON
app01-4011	101	5	was	be	VERB
app01-4011	101	6	a	a	DET
app01-4011	101	7	surge	surge	NOUN
app01-4011	101	8	in	in	ADP
app01-4011	101	9	this	this	DET
app01-4011	101	10	balance	balance	NOUN
app01-4011	101	11	signifying	signify	VERB
app01-4011	101	12	an	an	DET
app01-4011	101	13	increased	increase	VERB
app01-4011	101	14	stress	stress	NOUN
app01-4011	101	15	aimed	aim	VERB
app01-4011	101	16	to	to	PART
app01-4011	101	17	overcome	overcome	VERB
app01-4011	101	18	the	the	DET
app01-4011	101	19	drowsiness	drowsiness	NOUN
app01-4011	101	20	.	.	PUNCT
app01-4011	102	1	the	the	DET
app01-4011	102	2	mean	mean	ADJ
app01-4011	102	3	hr	hr	NOUN
app01-4011	102	4	and	and	CCONJ
app01-4011	102	5	rr	rr	PROPN
app01-4011	102	6	variability	variability	NOUN
app01-4011	102	7	decreased	decrease	VERB
app01-4011	102	8	during	during	ADP
app01-4011	102	9	falling	fall	VERB
app01-4011	102	10	asleep	asleep	ADJ
app01-4011	102	11	events	event	NOUN
app01-4011	102	12	,	,	PUNCT
app01-4011	102	13	thus	thus	ADV
app01-4011	102	14	confirm	confirm	VERB
app01-4011	102	15	the	the	DET
app01-4011	102	16	autonomic	autonomic	ADJ
app01-4011	102	17	changes	change	NOUN
app01-4011	102	18	.	.	PUNCT
app01-4011	103	1	during	during	ADP
app01-4011	103	2	a	a	DET
app01-4011	103	3	microsleep	microsleep	NOUN
app01-4011	103	4	,	,	PUNCT
app01-4011	103	5	there	there	PRON
app01-4011	103	6	was	be	VERB
app01-4011	103	7	a	a	DET
app01-4011	103	8	decrease	decrease	NOUN
app01-4011	103	9	in	in	ADP
app01-4011	103	10	sympathetic	sympathetic	ADJ
app01-4011	103	11	drive	drive	NOUN
app01-4011	103	12	with	with	ADP
app01-4011	103	13	increased	increase	VERB
app01-4011	103	14	vagal	vagal	ADJ
app01-4011	103	15	activity	activity	NOUN
app01-4011	103	16	.	.	PUNCT
app01-4011	104	1	[	[	X
app01-4011	104	2	13	13	NUM
app01-4011	104	3	]	]	SYM
app01-4011	104	4	3.4	3.4	NUM
app01-4011	104	5	.	.	PUNCT
app01-4011	104	6	detection	detection	NOUN
app01-4011	104	7	by	by	ADP
app01-4011	104	8	tsai	tsai	PROPN
app01-4011	104	9	et	et	PROPN
app01-4011	104	10	al	al	PROPN
app01-4011	104	11	.	.	PROPN
app01-4011	105	1	(	(	PUNCT
app01-4011	105	2	published	publish	VERB
app01-4011	105	3	2009	2009	NUM
app01-4011	105	4	)	)	PUNCT
app01-4011	105	5	real	real	ADJ
app01-4011	105	6	-	-	PUNCT
app01-4011	105	7	time	time	NOUN
app01-4011	105	8	system	system	NOUN
app01-4011	105	9	[	[	X
app01-4011	105	10	19	19	NUM
app01-4011	105	11	]	]	PUNCT
app01-4011	105	12	for	for	ADP
app01-4011	105	13	detecting	detect	VERB
app01-4011	105	14	a	a	DET
app01-4011	105	15	drowsy	drowsy	NOUN
app01-4011	105	16	driver	driver	NOUN
app01-4011	105	17	was	be	AUX
app01-4011	105	18	based	base	VERB
app01-4011	105	19	on	on	ADP
app01-4011	105	20	eeg	eeg	PROPN
app01-4011	105	21	signal	signal	NOUN
app01-4011	105	22	processing	processing	NOUN
app01-4011	105	23	.	.	PUNCT
app01-4011	106	1	six	six	NUM
app01-4011	106	2	channels	channel	NOUN
app01-4011	106	3	of	of	ADP
app01-4011	106	4	eeg	eeg	NOUN
app01-4011	106	5	were	be	AUX
app01-4011	106	6	acquired	acquire	VERB
app01-4011	106	7	by	by	ADP
app01-4011	106	8	a	a	DET
app01-4011	106	9	novel	novel	ADJ
app01-4011	106	10	active	active	ADJ
app01-4011	106	11	dry	dry	ADJ
app01-4011	106	12	electrode	electrode	NOUN
app01-4011	106	13	non	non	ADJ
app01-4011	106	14	-	-	ADJ
app01-4011	106	15	invasive	invasive	ADJ
app01-4011	106	16	system	system	NOUN
app01-4011	106	17	.	.	PUNCT
app01-4011	107	1	the	the	DET
app01-4011	107	2	wavelet	wavelet	NOUN
app01-4011	107	3	transform	transform	NOUN
app01-4011	107	4	using	use	VERB
app01-4011	107	5	daubechies	daubechie	NOUN
app01-4011	107	6	2	2	NUM
app01-4011	107	7	wavelet	wavelet	NOUN
app01-4011	107	8	was	be	AUX
app01-4011	107	9	applied	apply	VERB
app01-4011	107	10	on	on	ADP
app01-4011	107	11	the	the	DET
app01-4011	107	12	each	each	DET
app01-4011	107	13	channel	channel	NOUN
app01-4011	107	14	.	.	PUNCT
app01-4011	108	1	integrated	integrate	VERB
app01-4011	108	2	eeg	eeg	NOUN
app01-4011	108	3	and	and	CCONJ
app01-4011	108	4	zero	zero	NUM
app01-4011	108	5	crossing	crossing	NOUN
app01-4011	108	6	features	feature	NOUN
app01-4011	108	7	were	be	AUX
app01-4011	108	8	computed	compute	VERB
app01-4011	108	9	from	from	ADP
app01-4011	108	10	the	the	DET
app01-4011	108	11	scales	scale	NOUN
app01-4011	108	12	corresponding	correspond	VERB
app01-4011	108	13	to	to	ADP
app01-4011	108	14	the	the	DET
app01-4011	108	15	frequency	frequency	NOUN
app01-4011	108	16	of	of	ADP
app01-4011	108	17	beta	beta	NOUN
app01-4011	108	18	,	,	PUNCT
app01-4011	108	19	alpha	alpha	NOUN
app01-4011	108	20	and	and	CCONJ
app01-4011	108	21	theta	theta	NOUN
app01-4011	108	22	rhythms	rhythm	NOUN
app01-4011	108	23	.	.	PUNCT
app01-4011	109	1	all	all	DET
app01-4011	109	2	36	36	NUM
app01-4011	109	3	parameters	parameter	NOUN
app01-4011	109	4	were	be	AUX
app01-4011	109	5	used	use	VERB
app01-4011	109	6	as	as	ADP
app01-4011	109	7	an	an	DET
app01-4011	109	8	input	input	NOUN
app01-4011	109	9	vector	vector	NOUN
app01-4011	109	10	to	to	ADP
app01-4011	109	11	the	the	DET
app01-4011	109	12	artificial	artificial	ADJ
app01-4011	109	13	neural	neural	ADJ
app01-4011	109	14	network	network	NOUN
app01-4011	109	15	with	with	ADP
app01-4011	109	16	18	18	NUM
app01-4011	109	17	hidden	hide	VERB
app01-4011	109	18	nodes	node	NOUN
app01-4011	109	19	and	and	CCONJ
app01-4011	109	20	two	two	NUM
app01-4011	109	21	output	output	NOUN
app01-4011	109	22	nodes	node	NOUN
app01-4011	109	23	.	.	PUNCT
app01-4011	110	1	system	system	NOUN
app01-4011	110	2	rejected	reject	VERB
app01-4011	110	3	the	the	DET
app01-4011	110	4	detection	detection	NOUN
app01-4011	110	5	accuracy	accuracy	NOUN
app01-4011	110	6	of	of	ADP
app01-4011	110	7	drowsy	drowsy	NOUN
app01-4011	110	8	subject	subject	NOUN
app01-4011	110	9	90.9	90.9	NUM
app01-4011	110	10	%	%	NOUN
app01-4011	110	11	with	with	ADP
app01-4011	110	12	too	too	ADV
app01-4011	110	13	many	many	ADJ
app01-4011	110	14	warnings	warning	NOUN
app01-4011	110	15	signals	signal	NOUN
app01-4011	110	16	while	while	SCONJ
app01-4011	110	17	the	the	DET
app01-4011	110	18	subject	subject	NOUN
app01-4011	110	19	was	be	AUX
app01-4011	110	20	totally	totally	ADV
app01-4011	110	21	alert	alert	ADJ
app01-4011	110	22	.	.	PUNCT
app01-4011	111	1	[	[	X
app01-4011	111	2	19	19	NUM
app01-4011	111	3	]	]	SYM
app01-4011	111	4	3.5	3.5	NUM
app01-4011	111	5	.	.	PUNCT
app01-4011	111	6	detection	detection	NOUN
app01-4011	111	7	by	by	ADP
app01-4011	111	8	garcés	garcés	PROPN
app01-4011	111	9	et	et	PROPN
app01-4011	111	10	al	al	PROPN
app01-4011	111	11	.	.	PROPN
app01-4011	112	1	(	(	PUNCT
app01-4011	112	2	published	publish	VERB
app01-4011	112	3	2010	2010	NUM
app01-4011	112	4	)	)	PUNCT
app01-4011	112	5	the	the	DET
app01-4011	112	6	automatic	automatic	ADJ
app01-4011	112	7	detector	detector	NOUN
app01-4011	112	8	of	of	ADP
app01-4011	112	9	drowsiness	drowsiness	NOUN
app01-4011	112	10	episodes	episode	NOUN
app01-4011	112	11	[	[	X
app01-4011	112	12	20	20	NUM
app01-4011	112	13	]	]	PUNCT
app01-4011	112	14	was	be	AUX
app01-4011	112	15	based	base	VERB
app01-4011	112	16	on	on	ADP
app01-4011	112	17	the	the	DET
app01-4011	112	18	processing	processing	NOUN
app01-4011	112	19	of	of	ADP
app01-4011	112	20	one	one	NUM
app01-4011	112	21	eeg	eeg	NOUN
app01-4011	112	22	channel	channel	NOUN
app01-4011	112	23	.	.	PUNCT
app01-4011	113	1	the	the	DET
app01-4011	113	2	butterworth	butterworth	PROPN
app01-4011	113	3	band	band	NOUN
app01-4011	113	4	-	-	PUNCT
app01-4011	113	5	pass	pass	VERB
app01-4011	113	6	filter	filter	NOUN
app01-4011	113	7	with	with	ADP
app01-4011	113	8	cut	cut	VERB
app01-4011	113	9	-	-	PUNCT
app01-4011	113	10	off	off	ADP
app01-4011	113	11	frequencies	frequency	NOUN
app01-4011	113	12	of	of	ADP
app01-4011	113	13	0.5	0.5	NUM
app01-4011	113	14	and	and	CCONJ
app01-4011	113	15	60	60	NUM
app01-4011	113	16	hz	hz	NOUN
app01-4011	113	17	was	be	AUX
app01-4011	113	18	used	use	VERB
app01-4011	113	19	for	for	ADP
app01-4011	113	20	signal	signal	ADJ
app01-4011	113	21	pre	pre	ADJ
app01-4011	113	22	-	-	ADJ
app01-4011	113	23	processing	processing	ADJ
app01-4011	113	24	34	34	NUM
app01-4011	113	25	vol	vol	NOUN
app01-4011	113	26	.	.	PUNCT
app01-4011	114	1	12/2017	12/2017	NUM
app01-4011	114	2	microsleeps	microsleep	NOUN
app01-4011	114	3	and	and	CCONJ
app01-4011	114	4	their	their	PRON
app01-4011	114	5	detection	detection	NOUN
app01-4011	114	6	from	from	ADP
app01-4011	114	7	biological	biological	ADJ
app01-4011	114	8	signals	signal	NOUN
app01-4011	114	9	and	and	CCONJ
app01-4011	114	10	then	then	ADV
app01-4011	114	11	segmented	segment	VERB
app01-4011	114	12	into	into	ADP
app01-4011	114	13	the	the	DET
app01-4011	114	14	blocks	block	NOUN
app01-4011	114	15	of	of	ADP
app01-4011	114	16	duration	duration	NOUN
app01-4011	114	17	of	of	ADP
app01-4011	114	18	1	1	NUM
app01-4011	114	19	,	,	PUNCT
app01-4011	114	20	2	2	NUM
app01-4011	114	21	,	,	PUNCT
app01-4011	114	22	5	5	NUM
app01-4011	114	23	and	and	CCONJ
app01-4011	114	24	10	10	NUM
app01-4011	114	25	seconds	second	NOUN
app01-4011	114	26	.	.	PUNCT
app01-4011	115	1	the	the	DET
app01-4011	115	2	length	length	NOUN
app01-4011	115	3	of	of	ADP
app01-4011	115	4	5	5	NUM
app01-4011	115	5	seconds	second	NOUN
app01-4011	115	6	was	be	AUX
app01-4011	115	7	considered	consider	VERB
app01-4011	115	8	the	the	DET
app01-4011	115	9	most	most	ADV
app01-4011	115	10	appropriate	appropriate	ADJ
app01-4011	115	11	to	to	PART
app01-4011	115	12	take	take	VERB
app01-4011	115	13	the	the	DET
app01-4011	115	14	decision	decision	NOUN
app01-4011	115	15	in	in	ADP
app01-4011	115	16	the	the	DET
app01-4011	115	17	real	real	ADJ
app01-4011	115	18	time	time	NOUN
app01-4011	115	19	.	.	PUNCT
app01-4011	116	1	twelve	twelve	NUM
app01-4011	116	2	features	feature	NOUN
app01-4011	116	3	were	be	AUX
app01-4011	116	4	computed	compute	VERB
app01-4011	116	5	from	from	ADP
app01-4011	116	6	spectral	spectral	ADJ
app01-4011	116	7	analysis	analysis	NOUN
app01-4011	116	8	and	and	CCONJ
app01-4011	116	9	wavelet	wavelet	NOUN
app01-4011	116	10	decomposition	decomposition	NOUN
app01-4011	116	11	of	of	ADP
app01-4011	116	12	the	the	DET
app01-4011	116	13	eeg	eeg	NOUN
app01-4011	116	14	signal	signal	NOUN
app01-4011	116	15	:	:	PUNCT
app01-4011	116	16	the	the	DET
app01-4011	116	17	central	central	ADJ
app01-4011	116	18	frequency	frequency	NOUN
app01-4011	116	19	,	,	PUNCT
app01-4011	116	20	the	the	DET
app01-4011	116	21	first	first	ADJ
app01-4011	116	22	quartile	quartile	ADJ
app01-4011	116	23	frequency	frequency	NOUN
app01-4011	116	24	,	,	PUNCT
app01-4011	116	25	the	the	DET
app01-4011	116	26	maximum	maximum	ADJ
app01-4011	116	27	frequency	frequency	NOUN
app01-4011	116	28	,	,	PUNCT
app01-4011	116	29	the	the	DET
app01-4011	116	30	total	total	ADJ
app01-4011	116	31	energy	energy	NOUN
app01-4011	116	32	of	of	ADP
app01-4011	116	33	spectrum	spectrum	NOUN
app01-4011	116	34	,	,	PUNCT
app01-4011	116	35	the	the	DET
app01-4011	116	36	power	power	NOUN
app01-4011	116	37	of	of	ADP
app01-4011	116	38	theta	theta	NOUN
app01-4011	116	39	and	and	CCONJ
app01-4011	116	40	alpha	alpha	NOUN
app01-4011	116	41	bands	band	NOUN
app01-4011	116	42	,	,	PUNCT
app01-4011	116	43	the	the	DET
app01-4011	116	44	number	number	NOUN
app01-4011	116	45	of	of	ADP
app01-4011	116	46	zero	zero	NUM
app01-4011	116	47	crossing	crossing	NOUN
app01-4011	116	48	and	and	CCONJ
app01-4011	116	49	the	the	DET
app01-4011	116	50	integrated	integrate	VERB
app01-4011	116	51	eeg	eeg	NOUN
app01-4011	116	52	for	for	ADP
app01-4011	116	53	scales	scale	NOUN
app01-4011	116	54	3	3	NUM
app01-4011	116	55	,	,	PUNCT
app01-4011	116	56	4	4	NUM
app01-4011	116	57	and	and	CCONJ
app01-4011	116	58	5	5	NUM
app01-4011	116	59	of	of	ADP
app01-4011	116	60	daubechies	daubechie	NOUN
app01-4011	116	61	2	2	NUM
app01-4011	116	62	wavelet	wavelet	NOUN
app01-4011	116	63	transform	transform	NOUN
app01-4011	116	64	.	.	PUNCT
app01-4011	117	1	in	in	ADP
app01-4011	117	2	this	this	DET
app01-4011	117	3	case	case	NOUN
app01-4011	117	4	,	,	PUNCT
app01-4011	117	5	the	the	DET
app01-4011	117	6	equivalent	equivalent	ADJ
app01-4011	117	7	filters	filter	NOUN
app01-4011	117	8	of	of	ADP
app01-4011	117	9	mentioned	mention	VERB
app01-4011	117	10	scales	scale	NOUN
app01-4011	117	11	had	have	VERB
app01-4011	117	12	approximately	approximately	ADV
app01-4011	117	13	same	same	ADJ
app01-4011	117	14	frequency	frequency	NOUN
app01-4011	117	15	as	as	ADP
app01-4011	117	16	beta	beta	NOUN
app01-4011	117	17	,	,	PUNCT
app01-4011	117	18	alpha	alpha	NOUN
app01-4011	117	19	and	and	CCONJ
app01-4011	117	20	theta	theta	NOUN
app01-4011	117	21	rhythms	rhythm	NOUN
app01-4011	117	22	.	.	PUNCT
app01-4011	118	1	twenty	twenty	NUM
app01-4011	118	2	-	-	PUNCT
app01-4011	118	3	five	five	NUM
app01-4011	118	4	neural	neural	ADJ
app01-4011	118	5	networks	network	NOUN
app01-4011	118	6	with	with	ADP
app01-4011	118	7	three	three	NUM
app01-4011	118	8	layers	layer	NOUN
app01-4011	118	9	(	(	PUNCT
app01-4011	118	10	first	first	ADJ
app01-4011	118	11	12	12	NUM
app01-4011	118	12	neurons	neuron	NOUN
app01-4011	118	13	,	,	PUNCT
app01-4011	118	14	last	last	ADJ
app01-4011	118	15	one	one	NUM
app01-4011	118	16	neuron	neuron	NOUN
app01-4011	118	17	with	with	ADP
app01-4011	118	18	tan	tan	PROPN
app01-4011	118	19	-	-	PUNCT
app01-4011	118	20	sigmoid	sigmoid	NOUN
app01-4011	118	21	function	function	NOUN
app01-4011	118	22	,	,	PUNCT
app01-4011	118	23	hidden	hide	VERB
app01-4011	118	24	-	-	PUNCT
app01-4011	118	25	between	between	ADP
app01-4011	118	26	5	5	NUM
app01-4011	118	27	and	and	CCONJ
app01-4011	118	28	30	30	NUM
app01-4011	118	29	neurons	neuron	NOUN
app01-4011	118	30	)	)	PUNCT
app01-4011	118	31	were	be	AUX
app01-4011	118	32	tested	test	VERB
app01-4011	118	33	for	for	ADP
app01-4011	118	34	classification	classification	NOUN
app01-4011	118	35	.	.	PUNCT
app01-4011	119	1	the	the	DET
app01-4011	119	2	best	good	ADJ
app01-4011	119	3	architecture	architecture	NOUN
app01-4011	119	4	was	be	AUX
app01-4011	119	5	neural	neural	ADJ
app01-4011	119	6	network	network	NOUN
app01-4011	119	7	(	(	PUNCT
app01-4011	119	8	12	12	NUM
app01-4011	119	9	-	-	SYM
app01-4011	119	10	20	20	NUM
app01-4011	119	11	-	-	PUNCT
app01-4011	119	12	1	1	NUM
app01-4011	119	13	)	)	PUNCT
app01-4011	119	14	,	,	PUNCT
app01-4011	119	15	for	for	ADP
app01-4011	119	16	which	which	PRON
app01-4011	119	17	81.7	81.7	NUM
app01-4011	119	18	%	%	NOUN
app01-4011	119	19	of	of	ADP
app01-4011	119	20	drowsiness	drowsiness	NOUN
app01-4011	119	21	was	be	AUX
app01-4011	119	22	detected	detect	VERB
app01-4011	119	23	.	.	PUNCT
app01-4011	120	1	[	[	X
app01-4011	120	2	21	21	NUM
app01-4011	120	3	]	]	SYM
app01-4011	120	4	3.6	3.6	NUM
app01-4011	120	5	.	.	PUNCT
app01-4011	120	6	detection	detection	NOUN
app01-4011	120	7	by	by	ADP
app01-4011	120	8	peiris	peiris	PROPN
app01-4011	120	9	et	et	PROPN
app01-4011	120	10	al	al	PROPN
app01-4011	120	11	.	.	PUNCT
app01-4011	121	1	(	(	PUNCT
app01-4011	121	2	published	publish	VERB
app01-4011	121	3	2011	2011	NUM
app01-4011	121	4	)	)	PUNCT
app01-4011	121	5	the	the	DET
app01-4011	121	6	detection	detection	NOUN
app01-4011	121	7	of	of	ADP
app01-4011	121	8	lapses	lapse	NOUN
app01-4011	121	9	in	in	ADP
app01-4011	121	10	responsiveness	responsiveness	NOUN
app01-4011	121	11	[	[	X
app01-4011	121	12	22	22	NUM
app01-4011	121	13	]	]	PUNCT
app01-4011	121	14	was	be	AUX
app01-4011	121	15	based	base	VERB
app01-4011	121	16	on	on	ADP
app01-4011	121	17	the	the	DET
app01-4011	121	18	signal	signal	ADJ
app01-4011	121	19	processing	processing	NOUN
app01-4011	121	20	of	of	ADP
app01-4011	121	21	the	the	DET
app01-4011	121	22	electroencephalogram	electroencephalogram	NOUN
app01-4011	121	23	.	.	PUNCT
app01-4011	122	1	the	the	DET
app01-4011	122	2	features	feature	NOUN
app01-4011	122	3	using	use	VERB
app01-4011	122	4	spectral	spectral	ADJ
app01-4011	122	5	analysis	analysis	NOUN
app01-4011	122	6	(	(	PUNCT
app01-4011	122	7	mean	mean	ADJ
app01-4011	122	8	spectral	spectral	ADJ
app01-4011	122	9	power	power	NOUN
app01-4011	122	10	,	,	PUNCT
app01-4011	122	11	normalized	normalize	VERB
app01-4011	122	12	spectral	spectral	ADJ
app01-4011	122	13	power	power	NOUN
app01-4011	122	14	and	and	CCONJ
app01-4011	122	15	spectral	spectral	ADJ
app01-4011	122	16	power	power	NOUN
app01-4011	122	17	ratios	ratio	NOUN
app01-4011	122	18	)	)	PUNCT
app01-4011	122	19	and	and	CCONJ
app01-4011	122	20	three	three	NUM
app01-4011	122	21	nonlinear	nonlinear	ADJ
app01-4011	122	22	methods	method	NOUN
app01-4011	122	23	(	(	PUNCT
app01-4011	122	24	fractal	fractal	ADJ
app01-4011	122	25	dimension	dimension	NOUN
app01-4011	122	26	,	,	PUNCT
app01-4011	122	27	approximate	approximate	ADJ
app01-4011	122	28	entropy	entropy	NOUN
app01-4011	122	29	and	and	CCONJ
app01-4011	122	30	lempel	lempel	PROPN
app01-4011	122	31	-	-	PUNCT
app01-4011	122	32	ziv	ziv	PROPN
app01-4011	122	33	complexity	complexity	NOUN
app01-4011	122	34	)	)	PUNCT
app01-4011	122	35	were	be	AUX
app01-4011	122	36	calculated	calculate	VERB
app01-4011	122	37	and	and	CCONJ
app01-4011	122	38	compare	compare	VERB
app01-4011	122	39	to	to	PART
app01-4011	122	40	determine	determine	VERB
app01-4011	122	41	their	their	PRON
app01-4011	122	42	efficacy	efficacy	NOUN
app01-4011	122	43	in	in	ADP
app01-4011	122	44	eeg	eeg	NOUN
app01-4011	122	45	-	-	PUNCT
app01-4011	122	46	based	base	VERB
app01-4011	122	47	detection	detection	NOUN
app01-4011	122	48	of	of	ADP
app01-4011	122	49	lapses	lapse	NOUN
app01-4011	122	50	.	.	PUNCT
app01-4011	123	1	principal	principal	ADJ
app01-4011	123	2	component	component	NOUN
app01-4011	123	3	analysis	analysis	NOUN
app01-4011	123	4	was	be	AUX
app01-4011	123	5	used	use	VERB
app01-4011	123	6	to	to	PART
app01-4011	123	7	reduce	reduce	VERB
app01-4011	123	8	the	the	DET
app01-4011	123	9	dimensionality	dimensionality	NOUN
app01-4011	123	10	of	of	ADP
app01-4011	123	11	the	the	DET
app01-4011	123	12	feature	feature	NOUN
app01-4011	123	13	matrix	matrix	NOUN
app01-4011	123	14	.	.	PUNCT
app01-4011	124	1	the	the	DET
app01-4011	124	2	detector	detector	NOUN
app01-4011	124	3	model	model	NOUN
app01-4011	124	4	created	create	VERB
app01-4011	124	5	using	use	VERB
app01-4011	124	6	mean	mean	ADJ
app01-4011	124	7	spectral	spectral	ADJ
app01-4011	124	8	power	power	NOUN
app01-4011	124	9	features	feature	NOUN
app01-4011	124	10	achieved	achieve	VERB
app01-4011	124	11	the	the	DET
app01-4011	124	12	best	good	ADJ
app01-4011	124	13	failure	failure	NOUN
app01-4011	124	14	state	state	NOUN
app01-4011	124	15	estimation	estimation	NOUN
app01-4011	124	16	performance	performance	NOUN
app01-4011	124	17	.	.	PUNCT
app01-4011	125	1	there	there	PRON
app01-4011	125	2	were	be	AUX
app01-4011	125	3	reached	reach	VERB
app01-4011	125	4	sensitivity	sensitivity	NOUN
app01-4011	125	5	73.5	73.5	NUM
app01-4011	125	6	%	%	NOUN
app01-4011	125	7	and	and	CCONJ
app01-4011	125	8	selectivity	selectivity	NOUN
app01-4011	125	9	25.5	25.5	NUM
app01-4011	125	10	%	%	NOUN
app01-4011	125	11	.	.	PUNCT
app01-4011	126	1	among	among	ADP
app01-4011	126	2	the	the	DET
app01-4011	126	3	nonlinear	nonlinear	ADJ
app01-4011	126	4	approaches	approach	NOUN
app01-4011	126	5	the	the	DET
app01-4011	126	6	detector	detector	NOUN
app01-4011	126	7	based	base	VERB
app01-4011	126	8	on	on	ADP
app01-4011	126	9	the	the	DET
app01-4011	126	10	lempel	lempel	PROPN
app01-4011	126	11	-	-	PUNCT
app01-4011	126	12	ziv	ziv	PROPN
app01-4011	126	13	complexity	complexity	NOUN
app01-4011	126	14	showed	show	VERB
app01-4011	126	15	the	the	DET
app01-4011	126	16	highest	high	ADJ
app01-4011	126	17	performance	performance	NOUN
app01-4011	126	18	.	.	PUNCT
app01-4011	127	1	the	the	DET
app01-4011	127	2	performance	performance	NOUN
app01-4011	127	3	of	of	ADP
app01-4011	127	4	the	the	DET
app01-4011	127	5	detector	detector	NOUN
app01-4011	127	6	was	be	AUX
app01-4011	127	7	no	no	ADV
app01-4011	127	8	greater	great	ADJ
app01-4011	127	9	by	by	ADP
app01-4011	127	10	complementing	complement	VERB
app01-4011	127	11	spectral	spectral	ADJ
app01-4011	127	12	power	power	NOUN
app01-4011	127	13	features	feature	NOUN
app01-4011	127	14	by	by	ADP
app01-4011	127	15	lempel	lempel	PROPN
app01-4011	127	16	-	-	PUNCT
app01-4011	127	17	ziv	ziv	PROPN
app01-4011	127	18	complexity	complexity	NOUN
app01-4011	127	19	.	.	PUNCT
app01-4011	128	1	it	it	PRON
app01-4011	128	2	was	be	AUX
app01-4011	128	3	similar	similar	ADJ
app01-4011	128	4	to	to	ADP
app01-4011	128	5	the	the	DET
app01-4011	128	6	finding	finding	NOUN
app01-4011	128	7	of	of	ADP
app01-4011	128	8	[	[	X
app01-4011	128	9	17	17	NUM
app01-4011	128	10	]	]	PUNCT
app01-4011	128	11	.	.	PUNCT
app01-4011	129	1	the	the	DET
app01-4011	129	2	use	use	NOUN
app01-4011	129	3	of	of	ADP
app01-4011	129	4	meta	meta	ADJ
app01-4011	129	5	-	-	PUNCT
app01-4011	129	6	learner	learner	NOUN
app01-4011	129	7	weights	weight	NOUN
app01-4011	129	8	showed	show	VERB
app01-4011	129	9	a	a	DET
app01-4011	129	10	marginally	marginally	ADV
app01-4011	129	11	higher	high	ADJ
app01-4011	129	12	performance	performance	NOUN
app01-4011	129	13	than	than	ADP
app01-4011	129	14	the	the	DET
app01-4011	129	15	use	use	NOUN
app01-4011	129	16	of	of	ADP
app01-4011	129	17	constrained	constrain	VERB
app01-4011	129	18	least	least	ADJ
app01-4011	129	19	-	-	PUNCT
app01-4011	129	20	squares	square	NOUN
app01-4011	129	21	metalearner	metalearner	NOUN
app01-4011	129	22	weights	weight	NOUN
app01-4011	129	23	.	.	PUNCT
app01-4011	130	1	[	[	X
app01-4011	130	2	22	22	NUM
app01-4011	130	3	]	]	SYM
app01-4011	130	4	3.7	3.7	NUM
app01-4011	130	5	.	.	PUNCT
app01-4011	130	6	detection	detection	NOUN
app01-4011	130	7	by	by	ADP
app01-4011	130	8	zhu	zhu	PROPN
app01-4011	130	9	et	et	PROPN
app01-4011	130	10	al	al	PROPN
app01-4011	130	11	.	.	PROPN
app01-4011	131	1	(	(	PUNCT
app01-4011	131	2	published	publish	VERB
app01-4011	131	3	2014	2014	NUM
app01-4011	131	4	)	)	PUNCT
app01-4011	131	5	the	the	DET
app01-4011	131	6	drowsiness	drowsiness	NOUN
app01-4011	131	7	detection	detection	NOUN
app01-4011	131	8	[	[	X
app01-4011	131	9	23	23	NUM
app01-4011	131	10	]	]	PUNCT
app01-4011	131	11	was	be	AUX
app01-4011	131	12	based	base	VERB
app01-4011	131	13	on	on	ADP
app01-4011	131	14	two	two	NUM
app01-4011	131	15	electrooculography	electrooculography	NOUN
app01-4011	131	16	signals	signal	NOUN
app01-4011	131	17	,	,	PUNCT
app01-4011	131	18	vertical	vertical	ADJ
app01-4011	131	19	and	and	CCONJ
app01-4011	131	20	horizontal	horizontal	ADJ
app01-4011	131	21	.	.	PUNCT
app01-4011	132	1	these	these	DET
app01-4011	132	2	signals	signal	NOUN
app01-4011	132	3	were	be	AUX
app01-4011	132	4	filtered	filter	VERB
app01-4011	132	5	,	,	PUNCT
app01-4011	132	6	saturated	saturate	VERB
app01-4011	132	7	and	and	CCONJ
app01-4011	132	8	normalized	normalize	VERB
app01-4011	132	9	during	during	ADP
app01-4011	132	10	pre	pre	ADJ
app01-4011	132	11	-	-	ADJ
app01-4011	132	12	processing	processing	NOUN
app01-4011	132	13	.	.	PUNCT
app01-4011	133	1	the	the	DET
app01-4011	133	2	automatic	automatic	ADJ
app01-4011	133	3	detection	detection	NOUN
app01-4011	133	4	technic	technic	NOUN
app01-4011	133	5	of	of	ADP
app01-4011	133	6	slow	slow	ADJ
app01-4011	133	7	eye	eye	NOUN
app01-4011	133	8	movements	movement	NOUN
app01-4011	133	9	[	[	X
app01-4011	133	10	21	21	NUM
app01-4011	133	11	,	,	PUNCT
app01-4011	133	12	24	24	NUM
app01-4011	133	13	,	,	PUNCT
app01-4011	133	14	25	25	NUM
app01-4011	133	15	]	]	PUNCT
app01-4011	133	16	based	base	VERB
app01-4011	133	17	on	on	ADP
app01-4011	133	18	wavelet	wavelet	NOUN
app01-4011	133	19	transform	transform	NOUN
app01-4011	133	20	was	be	AUX
app01-4011	133	21	used	use	VERB
app01-4011	133	22	for	for	ADP
app01-4011	133	23	the	the	DET
app01-4011	133	24	feature	feature	NOUN
app01-4011	133	25	detection	detection	NOUN
app01-4011	133	26	.	.	PUNCT
app01-4011	134	1	the	the	DET
app01-4011	134	2	features	feature	NOUN
app01-4011	134	3	were	be	AUX
app01-4011	134	4	slow	slow	ADJ
app01-4011	134	5	eye	eye	NOUN
app01-4011	134	6	movements	movement	NOUN
app01-4011	134	7	number	number	NOUN
app01-4011	134	8	,	,	PUNCT
app01-4011	134	9	duration	duration	NOUN
app01-4011	134	10	of	of	ADP
app01-4011	134	11	closing	closing	NOUN
app01-4011	134	12	phase	phase	NOUN
app01-4011	134	13	of	of	ADP
app01-4011	134	14	blink	blink	NOUN
app01-4011	134	15	,	,	PUNCT
app01-4011	134	16	peak	peak	NOUN
app01-4011	134	17	and	and	CCONJ
app01-4011	134	18	mean	mean	ADJ
app01-4011	134	19	velocities	velocity	NOUN
app01-4011	134	20	in	in	ADP
app01-4011	134	21	closing	closing	NOUN
app01-4011	134	22	and	and	CCONJ
app01-4011	134	23	opening	opening	NOUN
app01-4011	134	24	phases	phase	NOUN
app01-4011	134	25	of	of	ADP
app01-4011	134	26	blink	blink	NOUN
app01-4011	134	27	.	.	PUNCT
app01-4011	135	1	the	the	DET
app01-4011	135	2	wavelet	wavelet	NOUN
app01-4011	135	3	transformation	transformation	NOUN
app01-4011	135	4	was	be	AUX
app01-4011	135	5	also	also	ADV
app01-4011	135	6	used	use	VERB
app01-4011	135	7	for	for	ADP
app01-4011	135	8	the	the	DET
app01-4011	135	9	extraction	extraction	NOUN
app01-4011	135	10	of	of	ADP
app01-4011	135	11	two	two	NUM
app01-4011	135	12	other	other	ADJ
app01-4011	135	13	features	feature	NOUN
app01-4011	135	14	ratio	ratio	NOUN
app01-4011	135	15	of	of	ADP
app01-4011	135	16	low	low	ADJ
app01-4011	135	17	and	and	CCONJ
app01-4011	135	18	high	high	ADJ
app01-4011	135	19	frequency	frequency	NOUN
app01-4011	135	20	on	on	ADP
app01-4011	135	21	both	both	CCONJ
app01-4011	135	22	horizontal	horizontal	ADJ
app01-4011	135	23	and	and	CCONJ
app01-4011	135	24	vertical	vertical	ADJ
app01-4011	135	25	eogs	eog	NOUN
app01-4011	135	26	.	.	PUNCT
app01-4011	136	1	the	the	DET
app01-4011	136	2	linear	linear	ADJ
app01-4011	136	3	dynamic	dynamic	ADJ
app01-4011	136	4	system	system	NOUN
app01-4011	136	5	was	be	AUX
app01-4011	136	6	used	use	VERB
app01-4011	136	7	for	for	ADP
app01-4011	136	8	post	post	NOUN
app01-4011	136	9	processing	processing	NOUN
app01-4011	136	10	.	.	PUNCT
app01-4011	137	1	the	the	DET
app01-4011	137	2	convolution	convolution	NOUN
app01-4011	137	3	neural	neural	ADJ
app01-4011	137	4	network	network	NOUN
app01-4011	137	5	,	,	PUNCT
app01-4011	137	6	which	which	PRON
app01-4011	137	7	was	be	AUX
app01-4011	137	8	described	describe	VERB
app01-4011	137	9	in	in	ADP
app01-4011	137	10	detail	detail	NOUN
app01-4011	137	11	in	in	ADP
app01-4011	137	12	the	the	DET
app01-4011	137	13	paper	paper	NOUN
app01-4011	138	1	[	[	X
app01-4011	138	2	23	23	NUM
app01-4011	138	3	]	]	PUNCT
app01-4011	138	4	,	,	PUNCT
app01-4011	138	5	was	be	AUX
app01-4011	138	6	used	use	VERB
app01-4011	138	7	for	for	ADP
app01-4011	138	8	classification	classification	NOUN
app01-4011	138	9	.	.	PUNCT
app01-4011	139	1	3.8	3.8	NUM
app01-4011	139	2	.	.	PUNCT
app01-4011	139	3	detection	detection	NOUN
app01-4011	139	4	by	by	ADP
app01-4011	139	5	holub	holub	PROPN
app01-4011	139	6	et	et	PROPN
app01-4011	139	7	al	al	PROPN
app01-4011	139	8	.	.	PROPN
app01-4011	140	1	(	(	PUNCT
app01-4011	140	2	published	publish	VERB
app01-4011	140	3	2015	2015	NUM
app01-4011	140	4	)	)	PUNCT
app01-4011	140	5	ms	ms	NOUN
app01-4011	140	6	classifier	classifier	NOUN
app01-4011	141	1	[	[	X
app01-4011	141	2	26	26	NUM
app01-4011	141	3	]	]	PUNCT
app01-4011	141	4	was	be	AUX
app01-4011	141	5	based	base	VERB
app01-4011	141	6	on	on	ADP
app01-4011	141	7	the	the	DET
app01-4011	141	8	independent	independent	ADJ
app01-4011	141	9	analysis	analysis	NOUN
app01-4011	141	10	of	of	ADP
app01-4011	141	11	each	each	DET
app01-4011	141	12	couple	couple	NOUN
app01-4011	141	13	of	of	ADP
app01-4011	141	14	eog	eog	PROPN
app01-4011	141	15	signals	signal	NOUN
app01-4011	141	16	in	in	ADP
app01-4011	141	17	the	the	DET
app01-4011	141	18	time	time	NOUN
app01-4011	141	19	domain	domain	NOUN
app01-4011	141	20	.	.	PUNCT
app01-4011	142	1	the	the	DET
app01-4011	142	2	basic	basic	ADJ
app01-4011	142	3	idea	idea	NOUN
app01-4011	142	4	of	of	ADP
app01-4011	142	5	the	the	DET
app01-4011	142	6	algorithm	algorithm	NOUN
app01-4011	142	7	was	be	AUX
app01-4011	142	8	to	to	PART
app01-4011	142	9	observe	observe	VERB
app01-4011	142	10	differences	difference	NOUN
app01-4011	142	11	between	between	ADP
app01-4011	142	12	the	the	DET
app01-4011	142	13	minimum	minimum	ADJ
app01-4011	142	14	and	and	CCONJ
app01-4011	142	15	maximum	maximum	ADJ
app01-4011	142	16	values	value	NOUN
app01-4011	142	17	in	in	ADP
app01-4011	142	18	the	the	DET
app01-4011	142	19	appropriately	appropriately	ADV
app01-4011	142	20	chosen	choose	VERB
app01-4011	142	21	sliding	slide	VERB
app01-4011	142	22	window	window	NOUN
app01-4011	142	23	,	,	PUNCT
app01-4011	142	24	which	which	PRON
app01-4011	142	25	was	be	AUX
app01-4011	142	26	gradually	gradually	ADV
app01-4011	142	27	applied	apply	VERB
app01-4011	142	28	to	to	ADP
app01-4011	142	29	the	the	DET
app01-4011	142	30	entire	entire	ADJ
app01-4011	142	31	length	length	NOUN
app01-4011	142	32	of	of	ADP
app01-4011	142	33	both	both	DET
app01-4011	142	34	eog	eog	PROPN
app01-4011	142	35	signals	signal	NOUN
app01-4011	142	36	.	.	PUNCT
app01-4011	143	1	by	by	ADP
app01-4011	143	2	merging	merge	VERB
app01-4011	143	3	information	information	NOUN
app01-4011	143	4	from	from	ADP
app01-4011	143	5	the	the	DET
app01-4011	143	6	signals	signal	NOUN
app01-4011	143	7	of	of	ADP
app01-4011	143	8	the	the	DET
app01-4011	143	9	left	left	NOUN
app01-4011	143	10	and	and	CCONJ
app01-4011	143	11	the	the	DET
app01-4011	143	12	right	right	ADJ
app01-4011	143	13	eye	eye	NOUN
app01-4011	143	14	was	be	AUX
app01-4011	143	15	calculated	calculate	VERB
app01-4011	143	16	the	the	DET
app01-4011	143	17	final	final	ADJ
app01-4011	143	18	feature	feature	NOUN
app01-4011	143	19	,	,	PUNCT
app01-4011	143	20	which	which	PRON
app01-4011	143	21	was	be	AUX
app01-4011	143	22	able	able	ADJ
app01-4011	143	23	to	to	PART
app01-4011	143	24	appropriately	appropriately	ADV
app01-4011	143	25	distinguish	distinguish	VERB
app01-4011	143	26	ms	ms	NOUN
app01-4011	143	27	events	event	NOUN
app01-4011	143	28	from	from	ADP
app01-4011	143	29	the	the	DET
app01-4011	143	30	rest	rest	NOUN
app01-4011	143	31	of	of	ADP
app01-4011	143	32	the	the	DET
app01-4011	143	33	awake	awake	ADJ
app01-4011	143	34	signal	signal	NOUN
app01-4011	144	1	[	[	X
app01-4011	144	2	26	26	NUM
app01-4011	144	3	]	]	PUNCT
app01-4011	144	4	.	.	PUNCT
app01-4011	145	1	this	this	DET
app01-4011	145	2	parameter	parameter	NOUN
app01-4011	145	3	highlighted	highlight	VERB
app01-4011	145	4	ms	ms	PROPN
app01-4011	145	5	states	state	NOUN
app01-4011	145	6	,	,	PUNCT
app01-4011	145	7	which	which	PRON
app01-4011	145	8	were	be	AUX
app01-4011	145	9	manifested	manifest	VERB
app01-4011	145	10	in	in	ADP
app01-4011	145	11	the	the	DET
app01-4011	145	12	signal	signal	NOUN
app01-4011	145	13	as	as	ADP
app01-4011	145	14	the	the	DET
app01-4011	145	15	episodes	episode	NOUN
app01-4011	145	16	without	without	ADP
app01-4011	145	17	significant	significant	ADJ
app01-4011	145	18	eye	eye	NOUN
app01-4011	145	19	movements	movement	NOUN
app01-4011	145	20	and	and	CCONJ
app01-4011	145	21	fast	fast	ADJ
app01-4011	145	22	changes	change	NOUN
app01-4011	145	23	.	.	PUNCT
app01-4011	146	1	these	these	DET
app01-4011	146	2	episodes	episode	NOUN
app01-4011	146	3	were	be	AUX
app01-4011	146	4	terminated	terminate	VERB
app01-4011	146	5	by	by	ADP
app01-4011	146	6	the	the	DET
app01-4011	146	7	specific	specific	ADJ
app01-4011	146	8	high	high	ADJ
app01-4011	146	9	-	-	PUNCT
app01-4011	146	10	frequency	frequency	NOUN
app01-4011	146	11	wave	wave	NOUN
app01-4011	146	12	,	,	PUNCT
app01-4011	146	13	which	which	PRON
app01-4011	146	14	corresponded	correspond	VERB
app01-4011	146	15	to	to	PART
app01-4011	146	16	blink	blink	VERB
app01-4011	146	17	and	and	CCONJ
app01-4011	146	18	arousal	arousal	NOUN
app01-4011	146	19	from	from	ADP
app01-4011	146	20	the	the	DET
app01-4011	146	21	ms	ms	PROPN
app01-4011	146	22	.	.	PROPN
app01-4011	147	1	the	the	DET
app01-4011	147	2	final	final	ADJ
app01-4011	147	3	parameter	parameter	NOUN
app01-4011	147	4	was	be	AUX
app01-4011	147	5	thresholded	thresholde	VERB
app01-4011	147	6	to	to	PART
app01-4011	147	7	distinguish	distinguish	VERB
app01-4011	147	8	ms	ms	NOUN
app01-4011	147	9	from	from	ADP
app01-4011	147	10	the	the	DET
app01-4011	147	11	rest	rest	NOUN
app01-4011	147	12	of	of	ADP
app01-4011	147	13	the	the	DET
app01-4011	147	14	signal	signal	NOUN
app01-4011	147	15	.	.	PUNCT
app01-4011	148	1	the	the	DET
app01-4011	148	2	differences	difference	NOUN
app01-4011	148	3	between	between	ADP
app01-4011	148	4	fix	fix	NOUN
app01-4011	148	5	and	and	CCONJ
app01-4011	148	6	adaptable	adaptable	ADJ
app01-4011	148	7	thresholding	thresholding	NOUN
app01-4011	148	8	were	be	AUX
app01-4011	148	9	presented	present	VERB
app01-4011	148	10	.	.	PUNCT
app01-4011	149	1	the	the	DET
app01-4011	149	2	fix	fix	NOUN
app01-4011	149	3	threshold	threshold	NOUN
app01-4011	149	4	was	be	AUX
app01-4011	149	5	appropriately	appropriately	ADV
app01-4011	149	6	set	set	VERB
app01-4011	149	7	as	as	ADP
app01-4011	149	8	the	the	DET
app01-4011	149	9	same	same	ADJ
app01-4011	149	10	value	value	NOUN
app01-4011	149	11	for	for	ADP
app01-4011	149	12	all	all	DET
app01-4011	149	13	signals	signal	NOUN
app01-4011	149	14	,	,	PUNCT
app01-4011	149	15	while	while	SCONJ
app01-4011	149	16	the	the	DET
app01-4011	149	17	calculation	calculation	NOUN
app01-4011	149	18	of	of	ADP
app01-4011	149	19	adaptable	adaptable	ADJ
app01-4011	149	20	threshold	threshold	NOUN
app01-4011	149	21	was	be	AUX
app01-4011	149	22	based	base	VERB
app01-4011	149	23	on	on	ADP
app01-4011	149	24	the	the	DET
app01-4011	149	25	signal	signal	ADJ
app01-4011	149	26	similarity	similarity	NOUN
app01-4011	149	27	of	of	ADP
app01-4011	149	28	ms	ms	PROPN
app01-4011	149	29	episodes	episode	NOUN
app01-4011	149	30	with	with	ADP
app01-4011	149	31	sleep	sleep	NOUN
app01-4011	149	32	stages	stage	NOUN
app01-4011	149	33	nrem1	nrem1	PROPN
app01-4011	149	34	and	and	CCONJ
app01-4011	149	35	nrem2	nrem2	PROPN
app01-4011	149	36	,	,	PUNCT
app01-4011	149	37	which	which	PRON
app01-4011	149	38	were	be	AUX
app01-4011	149	39	used	use	VERB
app01-4011	149	40	to	to	PART
app01-4011	149	41	set	set	VERB
app01-4011	149	42	this	this	DET
app01-4011	149	43	limit	limit	NOUN
app01-4011	149	44	value	value	NOUN
app01-4011	149	45	.	.	PUNCT
app01-4011	150	1	there	there	PRON
app01-4011	150	2	were	be	AUX
app01-4011	150	3	reached	reach	VERB
app01-4011	150	4	precision	precision	NOUN
app01-4011	150	5	67	67	NUM
app01-4011	150	6	%	%	NOUN
app01-4011	150	7	and	and	CCONJ
app01-4011	150	8	recall	recall	VERB
app01-4011	150	9	82	82	NUM
app01-4011	150	10	%	%	NOUN
app01-4011	150	11	in	in	ADP
app01-4011	150	12	the	the	DET
app01-4011	150	13	method	method	NOUN
app01-4011	150	14	of	of	ADP
app01-4011	150	15	adaptable	adaptable	ADJ
app01-4011	150	16	thresholding	thresholding	NOUN
app01-4011	150	17	.	.	PUNCT
app01-4011	151	1	4	4	X
app01-4011	151	2	.	.	X
app01-4011	151	3	conclusions	conclusion	NOUN
app01-4011	151	4	eeg	eeg	PROPN
app01-4011	151	5	signal	signal	PROPN
app01-4011	151	6	has	have	AUX
app01-4011	151	7	been	be	AUX
app01-4011	151	8	considered	consider	VERB
app01-4011	151	9	by	by	ADP
app01-4011	151	10	the	the	DET
app01-4011	151	11	researchers	researcher	NOUN
app01-4011	151	12	as	as	ADP
app01-4011	151	13	the	the	DET
app01-4011	151	14	most	most	ADV
app01-4011	151	15	predictive	predictive	ADJ
app01-4011	151	16	and	and	CCONJ
app01-4011	151	17	reliable	reliable	ADJ
app01-4011	151	18	for	for	ADP
app01-4011	151	19	the	the	DET
app01-4011	151	20	level	level	NOUN
app01-4011	151	21	of	of	ADP
app01-4011	151	22	alertness	alertness	NOUN
app01-4011	151	23	.	.	PUNCT
app01-4011	152	1	previous	previous	ADJ
app01-4011	152	2	studies	study	NOUN
app01-4011	152	3	confirmed	confirm	VERB
app01-4011	152	4	that	that	SCONJ
app01-4011	152	5	detection	detection	NOUN
app01-4011	152	6	of	of	ADP
app01-4011	152	7	changes	change	NOUN
app01-4011	152	8	in	in	ADP
app01-4011	152	9	slow	slow	ADJ
app01-4011	152	10	wave	wave	NOUN
app01-4011	152	11	activity	activity	NOUN
app01-4011	152	12	might	might	AUX
app01-4011	152	13	form	form	VERB
app01-4011	152	14	the	the	DET
app01-4011	152	15	basis	basis	NOUN
app01-4011	152	16	of	of	ADP
app01-4011	152	17	a	a	DET
app01-4011	152	18	fatigue	fatigue	NOUN
app01-4011	152	19	countermeasure	countermeasure	NOUN
app01-4011	152	20	device	device	NOUN
app01-4011	152	21	.	.	PUNCT
app01-4011	153	1	these	these	DET
app01-4011	153	2	approaches	approach	NOUN
app01-4011	153	3	use	use	VERB
app01-4011	153	4	mostly	mostly	ADV
app01-4011	153	5	wavelet	wavelet	NOUN
app01-4011	153	6	transform	transform	NOUN
app01-4011	153	7	or	or	CCONJ
app01-4011	153	8	methods	method	NOUN
app01-4011	153	9	of	of	ADP
app01-4011	153	10	periodogram	periodogram	NOUN
app01-4011	153	11	,	,	PUNCT
app01-4011	153	12	which	which	PRON
app01-4011	153	13	can	can	AUX
app01-4011	153	14	be	be	AUX
app01-4011	153	15	suitable	suitable	ADJ
app01-4011	153	16	for	for	ADP
app01-4011	153	17	the	the	DET
app01-4011	153	18	detection	detection	NOUN
app01-4011	153	19	of	of	ADP
app01-4011	153	20	drowsy	drowsy	NOUN
app01-4011	153	21	states	state	NOUN
app01-4011	153	22	,	,	PUNCT
app01-4011	153	23	but	but	CCONJ
app01-4011	153	24	they	they	PRON
app01-4011	153	25	can	can	AUX
app01-4011	153	26	provide	provide	VERB
app01-4011	153	27	the	the	DET
app01-4011	153	28	insufficient	insufficient	ADJ
app01-4011	153	29	time	time	NOUN
app01-4011	153	30	resolution	resolution	NOUN
app01-4011	153	31	for	for	ADP
app01-4011	153	32	detection	detection	NOUN
app01-4011	153	33	of	of	ADP
app01-4011	153	34	very	very	ADV
app01-4011	153	35	short	short	ADJ
app01-4011	153	36	events	event	NOUN
app01-4011	153	37	like	like	ADP
app01-4011	153	38	ms	ms	PROPN
app01-4011	153	39	.	.	PROPN
app01-4011	153	40	to	to	PART
app01-4011	153	41	achieve	achieve	VERB
app01-4011	153	42	a	a	DET
app01-4011	153	43	good	good	ADJ
app01-4011	153	44	frequency	frequency	NOUN
app01-4011	153	45	resolution	resolution	NOUN
app01-4011	153	46	,	,	PUNCT
app01-4011	153	47	it	it	PRON
app01-4011	153	48	is	be	AUX
app01-4011	153	49	necessary	necessary	ADJ
app01-4011	153	50	to	to	PART
app01-4011	153	51	analyse	analyse	VERB
app01-4011	153	52	the	the	DET
app01-4011	153	53	longest	long	ADJ
app01-4011	153	54	possible	possible	ADJ
app01-4011	153	55	part	part	NOUN
app01-4011	153	56	of	of	ADP
app01-4011	153	57	the	the	DET
app01-4011	153	58	signal	signal	NOUN
app01-4011	153	59	.	.	PUNCT
app01-4011	154	1	but	but	CCONJ
app01-4011	154	2	the	the	DET
app01-4011	154	3	time	time	NOUN
app01-4011	154	4	resolution	resolution	NOUN
app01-4011	154	5	deteriorates	deteriorate	VERB
app01-4011	154	6	with	with	ADP
app01-4011	154	7	increasing	increase	VERB
app01-4011	154	8	length	length	NOUN
app01-4011	154	9	of	of	ADP
app01-4011	154	10	the	the	DET
app01-4011	154	11	sliding	slide	VERB
app01-4011	154	12	window	window	NOUN
app01-4011	154	13	,	,	PUNCT
app01-4011	154	14	which	which	PRON
app01-4011	154	15	is	be	AUX
app01-4011	154	16	applied	apply	VERB
app01-4011	154	17	to	to	ADP
app01-4011	154	18	the	the	DET
app01-4011	154	19	analysed	analyse	VERB
app01-4011	154	20	signal	signal	NOUN
app01-4011	154	21	.	.	PUNCT
app01-4011	155	1	this	this	DET
app01-4011	155	2	fact	fact	NOUN
app01-4011	155	3	is	be	AUX
app01-4011	155	4	undesirable	undesirable	ADJ
app01-4011	155	5	due	due	ADP
app01-4011	155	6	to	to	ADP
app01-4011	155	7	the	the	DET
app01-4011	155	8	ms	ms	NOUN
app01-4011	155	9	detection	detection	NOUN
app01-4011	155	10	of	of	ADP
app01-4011	155	11	an	an	DET
app01-4011	155	12	event	event	NOUN
app01-4011	155	13	that	that	PRON
app01-4011	155	14	may	may	AUX
app01-4011	155	15	take	take	VERB
app01-4011	155	16	only	only	ADV
app01-4011	155	17	3	3	NUM
app01-4011	155	18	seconds	second	NOUN
app01-4011	155	19	.	.	PUNCT
app01-4011	156	1	the	the	DET
app01-4011	156	2	window	window	NOUN
app01-4011	156	3	has	have	VERB
app01-4011	156	4	to	to	PART
app01-4011	156	5	be	be	AUX
app01-4011	156	6	always	always	ADV
app01-4011	156	7	chosen	choose	VERB
app01-4011	156	8	long	long	ADV
app01-4011	156	9	enough	enough	ADV
app01-4011	156	10	with	with	ADP
app01-4011	156	11	respect	respect	NOUN
app01-4011	156	12	to	to	ADP
app01-4011	156	13	the	the	DET
app01-4011	156	14	stationarity	stationarity	NOUN
app01-4011	156	15	of	of	ADP
app01-4011	156	16	the	the	DET
app01-4011	156	17	signal	signal	ADJ
app01-4011	156	18	and	and	CCONJ
app01-4011	156	19	frequency	frequency	NOUN
app01-4011	156	20	resolution	resolution	NOUN
app01-4011	156	21	.	.	PUNCT
app01-4011	157	1	the	the	DET
app01-4011	157	2	same	same	ADJ
app01-4011	157	3	problem	problem	NOUN
app01-4011	157	4	of	of	ADP
app01-4011	157	5	insufficient	insufficient	ADJ
app01-4011	157	6	time	time	NOUN
app01-4011	157	7	resolution	resolution	NOUN
app01-4011	157	8	can	can	AUX
app01-4011	157	9	be	be	AUX
app01-4011	157	10	in	in	ADP
app01-4011	157	11	the	the	DET
app01-4011	157	12	detection	detection	NOUN
app01-4011	157	13	from	from	ADP
app01-4011	157	14	ecg	ecg	PROPN
app01-4011	157	15	,	,	PUNCT
app01-4011	157	16	where	where	SCONJ
app01-4011	157	17	the	the	DET
app01-4011	157	18	heart	heart	NOUN
app01-4011	157	19	rate	rate	NOUN
app01-4011	157	20	variability	variability	NOUN
app01-4011	157	21	is	be	AUX
app01-4011	157	22	counted	count	VERB
app01-4011	157	23	.	.	PUNCT
app01-4011	158	1	in	in	ADP
app01-4011	158	2	comparison	comparison	NOUN
app01-4011	158	3	to	to	ADP
app01-4011	158	4	detection	detection	NOUN
app01-4011	158	5	in	in	ADP
app01-4011	158	6	the	the	DET
app01-4011	158	7	frequency	frequency	NOUN
app01-4011	158	8	domain	domain	NOUN
app01-4011	158	9	,	,	PUNCT
app01-4011	158	10	the	the	DET
app01-4011	158	11	signal	signal	ADJ
app01-4011	158	12	processing	processing	NOUN
app01-4011	158	13	in	in	ADP
app01-4011	158	14	the	the	DET
app01-4011	158	15	time	time	NOUN
app01-4011	158	16	domain	domain	NOUN
app01-4011	158	17	can	can	AUX
app01-4011	158	18	provide	provide	VERB
app01-4011	158	19	higher	high	ADJ
app01-4011	158	20	accuracy	accuracy	NOUN
app01-4011	158	21	and	and	CCONJ
app01-4011	158	22	faster	fast	ADJ
app01-4011	158	23	response	response	NOUN
app01-4011	158	24	of	of	ADP
app01-4011	158	25	the	the	DET
app01-4011	158	26	detector	detector	NOUN
app01-4011	158	27	.	.	PUNCT
app01-4011	159	1	in	in	ADP
app01-4011	159	2	spite	spite	NOUN
app01-4011	159	3	of	of	ADP
app01-4011	159	4	the	the	DET
app01-4011	159	5	detection	detection	NOUN
app01-4011	159	6	from	from	ADP
app01-4011	159	7	eeg	eeg	PROPN
app01-4011	159	8	signal	signal	NOUN
app01-4011	159	9	,	,	PUNCT
app01-4011	159	10	it	it	PRON
app01-4011	159	11	is	be	AUX
app01-4011	159	12	the	the	DET
app01-4011	159	13	most	most	ADV
app01-4011	159	14	common	common	ADJ
app01-4011	159	15	method	method	NOUN
app01-4011	159	16	,	,	PUNCT
app01-4011	159	17	eog	eog	PROPN
app01-4011	159	18	based	base	VERB
app01-4011	159	19	approaches	approach	NOUN
app01-4011	159	20	can	can	AUX
app01-4011	159	21	also	also	ADV
app01-4011	159	22	be	be	AUX
app01-4011	159	23	very	very	ADV
app01-4011	159	24	efficient	efficient	ADJ
app01-4011	159	25	and	and	CCONJ
app01-4011	159	26	more	more	ADJ
app01-4011	159	27	driver	driver	NOUN
app01-4011	159	28	-	-	PUNCT
app01-4011	159	29	friendly	friendly	ADJ
app01-4011	159	30	.	.	PUNCT
app01-4011	160	1	the	the	DET
app01-4011	160	2	electrodes	electrode	NOUN
app01-4011	160	3	for	for	ADP
app01-4011	160	4	the	the	DET
app01-4011	160	5	measuring	measuring	NOUN
app01-4011	160	6	of	of	ADP
app01-4011	160	7	eog	eog	PROPN
app01-4011	160	8	signals	signal	NOUN
app01-4011	160	9	can	can	AUX
app01-4011	160	10	be	be	AUX
app01-4011	160	11	35	35	NUM
app01-4011	160	12	m.	m.	NOUN
app01-4011	160	13	holub	holub	NOUN
app01-4011	160	14	,	,	PUNCT
app01-4011	160	15	m.	m.	NOUN
app01-4011	160	16	šrutová	šrutová	PROPN
app01-4011	160	17	,	,	PUNCT
app01-4011	160	18	l.	l.	PROPN
app01-4011	160	19	lhotská	lhotská	PROPN
app01-4011	160	20	acta	acta	PROPN
app01-4011	160	21	polytechnica	polytechnica	PROPN
app01-4011	160	22	ctu	ctu	NOUN
app01-4011	160	23	proceedings	proceeding	NOUN
app01-4011	160	24	easily	easily	ADV
app01-4011	160	25	implemented	implement	VERB
app01-4011	160	26	for	for	ADP
app01-4011	160	27	example	example	NOUN
app01-4011	160	28	to	to	ADP
app01-4011	160	29	headbands	headband	NOUN
app01-4011	160	30	,	,	PUNCT
app01-4011	160	31	hats	hat	NOUN
app01-4011	160	32	or	or	CCONJ
app01-4011	160	33	glasses	glass	NOUN
app01-4011	160	34	,	,	PUNCT
app01-4011	160	35	which	which	PRON
app01-4011	160	36	provide	provide	VERB
app01-4011	160	37	unlike	unlike	ADP
app01-4011	160	38	measuring	measure	VERB
app01-4011	160	39	multi	multi	ADJ
app01-4011	160	40	-	-	ADJ
app01-4011	160	41	channel	channel	ADJ
app01-4011	160	42	eeg	eeg	NOUN
app01-4011	160	43	greater	great	ADJ
app01-4011	160	44	comfort	comfort	NOUN
app01-4011	160	45	and	and	CCONJ
app01-4011	160	46	easy	easy	ADJ
app01-4011	160	47	application	application	NOUN
app01-4011	160	48	for	for	ADP
app01-4011	160	49	the	the	DET
app01-4011	160	50	drivers	driver	NOUN
app01-4011	160	51	.	.	PUNCT
app01-4011	161	1	acknowledgements	acknowledgement	NOUN
app01-4011	161	2	this	this	DET
app01-4011	161	3	work	work	NOUN
app01-4011	161	4	has	have	AUX
app01-4011	161	5	been	be	AUX
app01-4011	161	6	supported	support	VERB
app01-4011	161	7	by	by	ADP
app01-4011	161	8	the	the	DET
app01-4011	161	9	project	project	NOUN
app01-4011	161	10	grant	grant	NOUN
app01-4011	161	11	application	application	NOUN
app01-4011	161	12	no	no	NOUN
app01-4011	161	13	.	.	PUNCT
app01-4011	162	1	sgs16/231	sgs16/231	NOUN
app01-4011	162	2	/	/	SYM
app01-4011	162	3	ohk3/3t/13	ohk3/3t/13	NOUN
app01-4011	162	4	of	of	ADP
app01-4011	162	5	the	the	DET
app01-4011	162	6	czech	czech	PROPN
app01-4011	162	7	technical	technical	PROPN
app01-4011	162	8	university	university	PROPN
app01-4011	162	9	in	in	ADP
app01-4011	162	10	prague	prague	PROPN
app01-4011	162	11	.	.	PUNCT
app01-4011	163	1	references	reference	NOUN
app01-4011	163	2	[	[	X
app01-4011	163	3	1	1	NUM
app01-4011	163	4	]	]	PUNCT
app01-4011	163	5	c.	c.	PROPN
app01-4011	163	6	iber	iber	PROPN
app01-4011	163	7	.	.	PUNCT
app01-4011	164	1	the	the	DET
app01-4011	164	2	aasm	aasm	NOUN
app01-4011	164	3	manual	manual	NOUN
app01-4011	164	4	for	for	ADP
app01-4011	164	5	the	the	DET
app01-4011	164	6	scoring	scoring	NOUN
app01-4011	164	7	of	of	ADP
app01-4011	164	8	sleep	sleep	NOUN
app01-4011	164	9	and	and	CCONJ
app01-4011	164	10	associated	associated	ADJ
app01-4011	164	11	events	event	NOUN
app01-4011	164	12	:	:	PUNCT
app01-4011	164	13	rules	rule	NOUN
app01-4011	164	14	,	,	PUNCT
app01-4011	164	15	terminology	terminology	NOUN
app01-4011	164	16	and	and	CCONJ
app01-4011	164	17	technical	technical	ADJ
app01-4011	164	18	specifications	specification	NOUN
app01-4011	164	19	.	.	PUNCT
app01-4011	165	1	american	american	PROPN
app01-4011	165	2	academy	academy	PROPN
app01-4011	165	3	of	of	ADP
app01-4011	165	4	sleep	sleep	NOUN
app01-4011	165	5	medicine	medicine	NOUN
app01-4011	165	6	,	,	PUNCT
app01-4011	165	7	2007	2007	NUM
app01-4011	165	8	.	.	PUNCT
app01-4011	166	1	[	[	X
app01-4011	166	2	2	2	NUM
app01-4011	166	3	]	]	PUNCT
app01-4011	166	4	a.	a.	NOUN
app01-4011	166	5	j.	j.	PROPN
app01-4011	166	6	blaivas	blaivas	PROPN
app01-4011	166	7	,	,	PUNCT
app01-4011	166	8	r.	r.	PROPN
app01-4011	166	9	patel	patel	PROPN
app01-4011	166	10	,	,	PUNCT
app01-4011	166	11	d.	d.	PROPN
app01-4011	166	12	hom	hom	PROPN
app01-4011	166	13	,	,	PUNCT
app01-4011	166	14	et	et	PROPN
app01-4011	166	15	al	al	PROPN
app01-4011	166	16	.	.	PUNCT
app01-4011	167	1	quantifying	quantify	VERB
app01-4011	167	2	microsleep	microsleep	PROPN
app01-4011	167	3	to	to	PART
app01-4011	167	4	help	help	VERB
app01-4011	167	5	assess	assess	VERB
app01-4011	167	6	subjective	subjective	ADJ
app01-4011	167	7	sleepiness	sleepiness	NOUN
app01-4011	167	8	.	.	PUNCT
app01-4011	168	1	sleep	sleep	NOUN
app01-4011	168	2	medicine	medicine	NOUN
app01-4011	168	3	8(2):156–159	8(2):156–159	NUM
app01-4011	168	4	,	,	PUNCT
app01-4011	168	5	2007	2007	NUM
app01-4011	168	6	.	.	PUNCT
app01-4011	169	1	doi:10.1016	doi:10.1016	PROPN
app01-4011	169	2	/	/	SYM
app01-4011	169	3	j.sleep.2006.06.011	j.sleep.2006.06.011	PROPN
app01-4011	169	4	.	.	PUNCT
app01-4011	170	1	[	[	X
app01-4011	170	2	3	3	X
app01-4011	170	3	]	]	X
app01-4011	170	4	j.	j.	PROPN
app01-4011	170	5	santamaria	santamaria	PROPN
app01-4011	170	6	,	,	PUNCT
app01-4011	170	7	k.	k.	PROPN
app01-4011	170	8	h.	h.	PROPN
app01-4011	170	9	chiappa	chiappa	PROPN
app01-4011	170	10	.	.	PUNCT
app01-4011	171	1	the	the	DET
app01-4011	171	2	eeg	eeg	PROPN
app01-4011	171	3	of	of	ADP
app01-4011	171	4	drowsiness	drowsiness	NOUN
app01-4011	171	5	in	in	ADP
app01-4011	171	6	normal	normal	ADJ
app01-4011	171	7	adults	adult	NOUN
app01-4011	171	8	.	.	PUNCT
app01-4011	172	1	journal	journal	NOUN
app01-4011	172	2	of	of	ADP
app01-4011	172	3	clinical	clinical	ADJ
app01-4011	172	4	neurophysiology	neurophysiology	NOUN
app01-4011	172	5	4(4):327–382	4(4):327–382	NOUN
app01-4011	172	6	,	,	PUNCT
app01-4011	172	7	1987	1987	NUM
app01-4011	172	8	.	.	PUNCT
app01-4011	173	1	doi:10.1097/00004691	doi:10.1097/00004691	ADJ
app01-4011	173	2	-	-	PUNCT
app01-4011	173	3	198710000	198710000	NUM
app01-4011	173	4	-	-	PUNCT
app01-4011	173	5	00002	00002	NUM
app01-4011	173	6	.	.	PUNCT
app01-4011	174	1	[	[	X
app01-4011	174	2	4	4	X
app01-4011	174	3	]	]	PUNCT
app01-4011	174	4	p.	p.	PROPN
app01-4011	174	5	artaud	artaud	PROPN
app01-4011	174	6	,	,	PUNCT
app01-4011	174	7	s.	s.	PROPN
app01-4011	174	8	planque	planque	PROPN
app01-4011	174	9	,	,	PUNCT
app01-4011	174	10	c.	c.	PROPN
app01-4011	174	11	lavergne	lavergne	PROPN
app01-4011	174	12	,	,	PUNCT
app01-4011	174	13	et	et	PROPN
app01-4011	174	14	al	al	PROPN
app01-4011	174	15	.	.	PUNCT
app01-4011	175	1	an	an	DET
app01-4011	175	2	on	on	ADP
app01-4011	175	3	-	-	PUNCT
app01-4011	175	4	board	board	NOUN
app01-4011	175	5	system	system	NOUN
app01-4011	175	6	for	for	ADP
app01-4011	175	7	detecting	detect	VERB
app01-4011	175	8	lapses	lapse	NOUN
app01-4011	175	9	of	of	ADP
app01-4011	175	10	alertness	alertness	NOUN
app01-4011	175	11	in	in	ADP
app01-4011	175	12	car	car	NOUN
app01-4011	175	13	driving	driving	NOUN
app01-4011	175	14	.	.	PUNCT
app01-4011	176	1	14th	14th	ADJ
app01-4011	176	2	esv	esv	PROPN
app01-4011	176	3	conference	conference	NOUN
app01-4011	176	4	,	,	PUNCT
app01-4011	176	5	session	session	NOUN
app01-4011	176	6	2	2	NUM
app01-4011	176	7	,	,	PUNCT
app01-4011	176	8	intelligent	intelligent	ADJ
app01-4011	176	9	vehicle	vehicle	NOUN
app01-4011	176	10	highway	highway	NOUN
app01-4011	176	11	system	system	NOUN
app01-4011	176	12	and	and	CCONJ
app01-4011	176	13	human	human	ADJ
app01-4011	176	14	factors	factor	NOUN
app01-4011	176	15	,	,	PUNCT
app01-4011	176	16	munich	munich	PROPN
app01-4011	176	17	,	,	PUNCT
app01-4011	176	18	germany	germany	PROPN
app01-4011	176	19	1973	1973	NUM
app01-4011	176	20	.	.	PUNCT
app01-4011	177	1	[	[	X
app01-4011	177	2	5	5	X
app01-4011	177	3	]	]	PUNCT
app01-4011	177	4	s.	s.	PROPN
app01-4011	177	5	k.	k.	PROPN
app01-4011	177	6	lal	lal	PROPN
app01-4011	177	7	,	,	PUNCT
app01-4011	177	8	a.	a.	PROPN
app01-4011	177	9	craig	craig	PROPN
app01-4011	177	10	.	.	PUNCT
app01-4011	178	1	driver	driver	NOUN
app01-4011	178	2	fatigue	fatigue	NOUN
app01-4011	178	3	:	:	PUNCT
app01-4011	178	4	electroencephalography	electroencephalography	NOUN
app01-4011	178	5	and	and	CCONJ
app01-4011	178	6	psychological	psychological	ADJ
app01-4011	178	7	assessment	assessment	NOUN
app01-4011	178	8	.	.	PUNCT
app01-4011	179	1	psychophysiology	psychophysiology	PROPN
app01-4011	179	2	39(3):313–321	39(3):313–321	PROPN
app01-4011	179	3	,	,	PUNCT
app01-4011	179	4	2002	2002	NUM
app01-4011	179	5	.	.	PUNCT
app01-4011	180	1	doi:10.1017	doi:10.1017	NOUN
app01-4011	180	2	/	/	SYM
app01-4011	180	3	s0048577201393095	s0048577201393095	NOUN
app01-4011	180	4	.	.	PUNCT
app01-4011	181	1	[	[	X
app01-4011	181	2	6	6	NUM
app01-4011	181	3	]	]	PUNCT
app01-4011	181	4	j.	j.	PROPN
app01-4011	181	5	santamaria	santamaria	PROPN
app01-4011	181	6	,	,	PUNCT
app01-4011	181	7	k.	k.	PROPN
app01-4011	181	8	h.	h.	PROPN
app01-4011	181	9	chiappa	chiappa	PROPN
app01-4011	181	10	.	.	PUNCT
app01-4011	182	1	the	the	DET
app01-4011	182	2	eeg	eeg	PROPN
app01-4011	182	3	of	of	ADP
app01-4011	182	4	drowsiness	drowsiness	PROPN
app01-4011	182	5	.	.	PUNCT
app01-4011	183	1	demos	demos	NOUN
app01-4011	183	2	publications	publication	NOUN
app01-4011	183	3	,	,	PUNCT
app01-4011	183	4	1987	1987	NUM
app01-4011	183	5	.	.	PUNCT
app01-4011	184	1	[	[	X
app01-4011	184	2	7	7	X
app01-4011	184	3	]	]	PUNCT
app01-4011	184	4	s.	s.	PROPN
app01-4011	184	5	k.	k.	PROPN
app01-4011	184	6	lal	lal	PROPN
app01-4011	184	7	,	,	PUNCT
app01-4011	184	8	a.	a.	PROPN
app01-4011	184	9	craig	craig	PROPN
app01-4011	184	10	.	.	PUNCT
app01-4011	185	1	electroencephalography	electroencephalography	NOUN
app01-4011	185	2	activity	activity	NOUN
app01-4011	185	3	associated	associate	VERB
app01-4011	185	4	with	with	ADP
app01-4011	185	5	driver	driver	NOUN
app01-4011	185	6	fatigue	fatigue	NOUN
app01-4011	185	7	:	:	PUNCT
app01-4011	185	8	implications	implication	NOUN
app01-4011	185	9	for	for	ADP
app01-4011	185	10	a	a	DET
app01-4011	185	11	fatigue	fatigue	NOUN
app01-4011	185	12	countermeasure	countermeasure	NOUN
app01-4011	185	13	device	device	NOUN
app01-4011	185	14	.	.	PUNCT
app01-4011	186	1	journal	journal	NOUN
app01-4011	186	2	of	of	ADP
app01-4011	186	3	psychophysiology	psychophysiology	NOUN
app01-4011	186	4	15(3):183	15(3):183	NUM
app01-4011	186	5	,	,	PUNCT
app01-4011	186	6	2001	2001	NUM
app01-4011	186	7	.	.	PUNCT
app01-4011	187	1	[	[	X
app01-4011	187	2	8	8	NUM
app01-4011	187	3	]	]	X
app01-4011	187	4	l.	l.	PROPN
app01-4011	187	5	torsvall	torsvall	PROPN
app01-4011	187	6	,	,	PUNCT
app01-4011	187	7	et	et	PROPN
app01-4011	187	8	al	al	PROPN
app01-4011	187	9	.	.	PROPN
app01-4011	187	10	sleepiness	sleepiness	NOUN
app01-4011	187	11	on	on	ADP
app01-4011	187	12	the	the	DET
app01-4011	187	13	job	job	NOUN
app01-4011	187	14	:	:	PUNCT
app01-4011	187	15	continuously	continuously	ADV
app01-4011	187	16	measured	measure	VERB
app01-4011	187	17	eeg	eeg	NOUN
app01-4011	187	18	changes	change	NOUN
app01-4011	187	19	in	in	ADP
app01-4011	187	20	train	train	NOUN
app01-4011	187	21	drivers	driver	NOUN
app01-4011	187	22	.	.	PUNCT
app01-4011	188	1	electroencephalography	electroencephalography	NOUN
app01-4011	188	2	and	and	CCONJ
app01-4011	188	3	clinical	clinical	ADJ
app01-4011	188	4	neurophysiology	neurophysiology	NOUN
app01-4011	188	5	66(6):502–511	66(6):502–511	PROPN
app01-4011	188	6	,	,	PUNCT
app01-4011	188	7	1987	1987	NUM
app01-4011	188	8	.	.	PUNCT
app01-4011	189	1	doi:10.1016/0013	doi:10.1016/0013	ADJ
app01-4011	189	2	-	-	PUNCT
app01-4011	189	3	4694(87)90096	4694(87)90096	NUM
app01-4011	189	4	-	-	SYM
app01-4011	189	5	4	4	NUM
app01-4011	189	6	.	.	PUNCT
app01-4011	190	1	[	[	X
app01-4011	190	2	9	9	NUM
app01-4011	190	3	]	]	PUNCT
app01-4011	190	4	s.	s.	PROPN
app01-4011	190	5	k.	k.	PROPN
app01-4011	190	6	lal	lal	PROPN
app01-4011	190	7	,	,	PUNCT
app01-4011	190	8	a.	a.	PROPN
app01-4011	190	9	craig	craig	PROPN
app01-4011	190	10	.	.	PUNCT
app01-4011	190	11	reproducibility	reproducibility	NOUN
app01-4011	190	12	of	of	ADP
app01-4011	190	13	the	the	DET
app01-4011	190	14	spectral	spectral	ADJ
app01-4011	190	15	components	component	NOUN
app01-4011	190	16	of	of	ADP
app01-4011	190	17	the	the	DET
app01-4011	190	18	electroencephalogram	electroencephalogram	NOUN
app01-4011	190	19	during	during	ADP
app01-4011	190	20	driver	driver	NOUN
app01-4011	190	21	fatigue	fatigue	NOUN
app01-4011	190	22	.	.	PUNCT
app01-4011	191	1	international	international	ADJ
app01-4011	191	2	journal	journal	NOUN
app01-4011	191	3	of	of	ADP
app01-4011	191	4	psychophysiology	psychophysiology	PROPN
app01-4011	191	5	55(2):137–143	55(2):137–143	PROPN
app01-4011	191	6	,	,	PUNCT
app01-4011	191	7	2005	2005	NUM
app01-4011	191	8	.	.	PUNCT
app01-4011	192	1	doi:10.1016	doi:10.1016	PROPN
app01-4011	192	2	/	/	SYM
app01-4011	192	3	j.ijpsycho.2004.07.001	j.ijpsycho.2004.07.001	PROPN
app01-4011	192	4	.	.	PUNCT
app01-4011	193	1	[	[	X
app01-4011	193	2	10	10	NUM
app01-4011	193	3	]	]	X
app01-4011	193	4	b.	b.	PROPN
app01-4011	193	5	t.	t.	PROPN
app01-4011	193	6	jap	jap	PROPN
app01-4011	193	7	,	,	PUNCT
app01-4011	193	8	s.	s.	PROPN
app01-4011	193	9	lal	lal	PROPN
app01-4011	193	10	,	,	PUNCT
app01-4011	193	11	p.	p.	PROPN
app01-4011	193	12	fischer	fischer	PROPN
app01-4011	193	13	.	.	PUNCT
app01-4011	194	1	inter	inter	ADJ
app01-4011	194	2	-	-	ADJ
app01-4011	194	3	hemispheric	hemispheric	ADJ
app01-4011	194	4	electroencephalography	electroencephalography	NOUN
app01-4011	194	5	coherence	coherence	NOUN
app01-4011	194	6	analysis	analysis	NOUN
app01-4011	194	7	:	:	PUNCT
app01-4011	194	8	assessing	assess	VERB
app01-4011	194	9	brain	brain	NOUN
app01-4011	194	10	activity	activity	NOUN
app01-4011	194	11	during	during	ADP
app01-4011	194	12	monotonous	monotonous	ADJ
app01-4011	194	13	driving	driving	NOUN
app01-4011	194	14	.	.	PUNCT
app01-4011	195	1	international	international	ADJ
app01-4011	195	2	journal	journal	NOUN
app01-4011	195	3	of	of	ADP
app01-4011	195	4	psychophysiology	psychophysiology	PROPN
app01-4011	195	5	76(3):169–173	76(3):169–173	PROPN
app01-4011	195	6	,	,	PUNCT
app01-4011	195	7	2010	2010	NUM
app01-4011	195	8	.	.	PUNCT
app01-4011	196	1	[	[	X
app01-4011	196	2	11	11	NUM
app01-4011	196	3	]	]	PUNCT
app01-4011	196	4	w.	w.	PROPN
app01-4011	196	5	w.	w.	PROPN
app01-4011	196	6	wierwille	wierwille	PROPN
app01-4011	196	7	,	,	PUNCT
app01-4011	196	8	l.	l.	PROPN
app01-4011	196	9	a.	a.	PROPN
app01-4011	196	10	ellsworth	ellsworth	PROPN
app01-4011	196	11	.	.	PUNCT
app01-4011	197	1	evaluation	evaluation	NOUN
app01-4011	197	2	of	of	ADP
app01-4011	197	3	driver	driver	NOUN
app01-4011	197	4	drowsiness	drowsiness	NOUN
app01-4011	197	5	by	by	ADP
app01-4011	197	6	trained	train	VERB
app01-4011	197	7	raters	rater	NOUN
app01-4011	197	8	.	.	PUNCT
app01-4011	198	1	accident	accident	NOUN
app01-4011	198	2	analysis	analysis	NOUN
app01-4011	198	3	&	&	CCONJ
app01-4011	198	4	prevention	prevention	PROPN
app01-4011	198	5	26(5):571–581	26(5):571–581	PROPN
app01-4011	198	6	,	,	PUNCT
app01-4011	198	7	1994	1994	NUM
app01-4011	198	8	.	.	PUNCT
app01-4011	199	1	doi:10.1016/0001	doi:10.1016/0001	VERB
app01-4011	199	2	-	-	PUNCT
app01-4011	199	3	4575(94)90019	4575(94)90019	NUM
app01-4011	199	4	-	-	SYM
app01-4011	199	5	1	1	NUM
app01-4011	199	6	.	.	PUNCT
app01-4011	200	1	[	[	X
app01-4011	200	2	12	12	NUM
app01-4011	200	3	]	]	X
app01-4011	200	4	c.	c.	PROPN
app01-4011	200	5	papadelis	papadelis	PROPN
app01-4011	200	6	,	,	PUNCT
app01-4011	200	7	z.	z.	PROPN
app01-4011	200	8	chen	chen	PROPN
app01-4011	200	9	,	,	PUNCT
app01-4011	200	10	c.	c.	PROPN
app01-4011	200	11	kourtidou	kourtidou	PROPN
app01-4011	200	12	-	-	PUNCT
app01-4011	200	13	papadeli	papadeli	PROPN
app01-4011	200	14	,	,	PUNCT
app01-4011	200	15	et	et	PROPN
app01-4011	200	16	al	al	PROPN
app01-4011	200	17	.	.	PUNCT
app01-4011	200	18	monitoring	monitor	VERB
app01-4011	200	19	sleepiness	sleepiness	NOUN
app01-4011	200	20	with	with	ADP
app01-4011	200	21	on	on	ADP
app01-4011	200	22	-	-	PUNCT
app01-4011	200	23	board	board	NOUN
app01-4011	200	24	electrophysiological	electrophysiological	ADJ
app01-4011	200	25	recordings	recording	NOUN
app01-4011	200	26	for	for	ADP
app01-4011	200	27	preventing	prevent	VERB
app01-4011	200	28	sleep	sleep	NOUN
app01-4011	200	29	-	-	PUNCT
app01-4011	200	30	deprived	deprive	VERB
app01-4011	200	31	traffic	traffic	NOUN
app01-4011	200	32	accidents	accident	NOUN
app01-4011	200	33	.	.	PUNCT
app01-4011	201	1	clinical	clinical	ADJ
app01-4011	201	2	neurophysiology	neurophysiology	NOUN
app01-4011	201	3	118(9):1906–1922	118(9):1906–1922	NUM
app01-4011	201	4	,	,	PUNCT
app01-4011	201	5	2007	2007	NUM
app01-4011	201	6	.	.	PUNCT
app01-4011	202	1	doi:10.1016	doi:10.1016	PROPN
app01-4011	202	2	/	/	SYM
app01-4011	202	3	j.clinph.2007.04.031	j.clinph.2007.04.031	NOUN
app01-4011	202	4	.	.	PUNCT
app01-4011	203	1	[	[	X
app01-4011	203	2	13	13	NUM
app01-4011	203	3	]	]	X
app01-4011	203	4	g.	g.	PROPN
app01-4011	203	5	d.	d.	PROPN
app01-4011	203	6	furman	furman	PROPN
app01-4011	203	7	,	,	PUNCT
app01-4011	203	8	a.	a.	PROPN
app01-4011	203	9	baharav	baharav	PROPN
app01-4011	203	10	,	,	PUNCT
app01-4011	203	11	c.	c.	PROPN
app01-4011	203	12	cahan	cahan	PROPN
app01-4011	203	13	,	,	PUNCT
app01-4011	203	14	s.	s.	PROPN
app01-4011	203	15	akselrod	akselrod	PROPN
app01-4011	203	16	.	.	PUNCT
app01-4011	204	1	early	early	ADJ
app01-4011	204	2	detection	detection	NOUN
app01-4011	204	3	of	of	ADP
app01-4011	204	4	falling	fall	VERB
app01-4011	204	5	asleep	asleep	ADJ
app01-4011	204	6	at	at	ADP
app01-4011	204	7	the	the	DET
app01-4011	204	8	wheel	wheel	NOUN
app01-4011	204	9	:	:	PUNCT
app01-4011	204	10	a	a	DET
app01-4011	204	11	heart	heart	NOUN
app01-4011	204	12	rate	rate	NOUN
app01-4011	204	13	variability	variability	NOUN
app01-4011	204	14	approach	approach	NOUN
app01-4011	204	15	.	.	PUNCT
app01-4011	205	1	in	in	ADP
app01-4011	205	2	2008	2008	NUM
app01-4011	205	3	computers	computer	NOUN
app01-4011	205	4	in	in	ADP
app01-4011	205	5	cardiology	cardiology	NOUN
app01-4011	205	6	,	,	PUNCT
app01-4011	205	7	pp	pp	ADJ
app01-4011	205	8	.	.	PUNCT
app01-4011	206	1	1109–1112	1109–1112	NOUN
app01-4011	206	2	.	.	PUNCT
app01-4011	207	1	ieee	ieee	PROPN
app01-4011	207	2	,	,	PUNCT
app01-4011	207	3	2008	2008	NUM
app01-4011	207	4	.	.	PUNCT
app01-4011	208	1	[	[	X
app01-4011	208	2	14	14	NUM
app01-4011	208	3	]	]	PUNCT
app01-4011	208	4	j.	j.	PROPN
app01-4011	208	5	f.	f.	PROPN
app01-4011	208	6	o’hanlon	o’hanlon	PROPN
app01-4011	208	7	,	,	PUNCT
app01-4011	208	8	g.	g.	PROPN
app01-4011	208	9	r.	r.	PROPN
app01-4011	208	10	kelley	kelley	PROPN
app01-4011	208	11	.	.	PUNCT
app01-4011	209	1	comparison	comparison	NOUN
app01-4011	209	2	of	of	ADP
app01-4011	209	3	performance	performance	NOUN
app01-4011	209	4	and	and	CCONJ
app01-4011	209	5	physiological	physiological	ADJ
app01-4011	209	6	changes	change	NOUN
app01-4011	209	7	between	between	ADP
app01-4011	209	8	drivers	driver	NOUN
app01-4011	209	9	who	who	PRON
app01-4011	209	10	perform	perform	VERB
app01-4011	209	11	well	well	ADV
app01-4011	209	12	and	and	CCONJ
app01-4011	209	13	poorly	poorly	ADV
app01-4011	209	14	during	during	ADP
app01-4011	209	15	prolonged	prolong	VERB
app01-4011	209	16	vehicular	vehicular	ADJ
app01-4011	209	17	operation	operation	NOUN
app01-4011	209	18	.	.	PUNCT
app01-4011	210	1	in	in	ADP
app01-4011	210	2	vigilance	vigilance	NOUN
app01-4011	210	3	,	,	PUNCT
app01-4011	210	4	pp	pp	X
app01-4011	210	5	.	.	PUNCT
app01-4011	211	1	87–109	87–109	NUM
app01-4011	211	2	.	.	PUNCT
app01-4011	211	3	springer	springer	NOUN
app01-4011	211	4	,	,	PUNCT
app01-4011	211	5	1977	1977	NUM
app01-4011	211	6	.	.	PUNCT
app01-4011	212	1	[	[	X
app01-4011	212	2	15	15	NUM
app01-4011	212	3	]	]	X
app01-4011	212	4	a.	a.	NOUN
app01-4011	212	5	vuckovic	vuckovic	PROPN
app01-4011	212	6	,	,	PUNCT
app01-4011	212	7	v.	v.	CCONJ
app01-4011	212	8	radivojevic	radivojevic	ADJ
app01-4011	212	9	,	,	PUNCT
app01-4011	212	10	a.	a.	PROPN
app01-4011	212	11	c.	c.	PROPN
app01-4011	212	12	chen	chen	PROPN
app01-4011	212	13	,	,	PUNCT
app01-4011	212	14	d.	d.	PROPN
app01-4011	212	15	popovic	popovic	PROPN
app01-4011	212	16	.	.	PUNCT
app01-4011	213	1	automatic	automatic	ADJ
app01-4011	213	2	recognition	recognition	NOUN
app01-4011	213	3	of	of	ADP
app01-4011	213	4	alertness	alertness	NOUN
app01-4011	213	5	and	and	CCONJ
app01-4011	213	6	drowsiness	drowsiness	NOUN
app01-4011	213	7	from	from	ADP
app01-4011	213	8	eeg	eeg	PROPN
app01-4011	213	9	by	by	ADP
app01-4011	213	10	an	an	DET
app01-4011	213	11	artificial	artificial	ADJ
app01-4011	213	12	neural	neural	ADJ
app01-4011	213	13	network	network	NOUN
app01-4011	213	14	.	.	PUNCT
app01-4011	214	1	medical	medical	ADJ
app01-4011	214	2	engineering	engineering	PROPN
app01-4011	214	3	&	&	CCONJ
app01-4011	214	4	physics	physics	PROPN
app01-4011	214	5	24(5):349–360	24(5):349–360	PROPN
app01-4011	214	6	,	,	PUNCT
app01-4011	214	7	2002	2002	NUM
app01-4011	214	8	.	.	PUNCT
app01-4011	215	1	doi:10.1016	doi:10.1016	PROPN
app01-4011	215	2	/	/	SYM
app01-4011	215	3	s1350	s1350	PROPN
app01-4011	215	4	-	-	PUNCT
app01-4011	215	5	4533(02)00030	4533(02)00030	NOUN
app01-4011	215	6	-	-	NOUN
app01-4011	215	7	9	9	NUM
app01-4011	215	8	.	.	PUNCT
app01-4011	216	1	[	[	X
app01-4011	216	2	16	16	NUM
app01-4011	216	3	]	]	X
app01-4011	216	4	y.	y.	PROPN
app01-4011	216	5	wada	wada	PROPN
app01-4011	216	6	,	,	PUNCT
app01-4011	216	7	y.	y.	PROPN
app01-4011	216	8	nanbu	nanbu	PROPN
app01-4011	216	9	,	,	PUNCT
app01-4011	216	10	y.	y.	PROPN
app01-4011	216	11	koshino	koshino	PROPN
app01-4011	216	12	,	,	PUNCT
app01-4011	216	13	et	et	PROPN
app01-4011	216	14	al	al	PROPN
app01-4011	216	15	.	.	PUNCT
app01-4011	216	16	inter	inter	ADJ
app01-4011	216	17	-	-	ADJ
app01-4011	216	18	and	and	CCONJ
app01-4011	216	19	intrahemispheric	intrahemispheric	ADJ
app01-4011	216	20	eeg	eeg	NOUN
app01-4011	216	21	coherence	coherence	NOUN
app01-4011	216	22	during	during	ADP
app01-4011	216	23	light	light	ADJ
app01-4011	216	24	drowsiness	drowsiness	NOUN
app01-4011	216	25	.	.	PUNCT
app01-4011	217	1	clinical	clinical	ADJ
app01-4011	217	2	eeg	eeg	NOUN
app01-4011	217	3	and	and	CCONJ
app01-4011	217	4	neuroscience	neuroscience	NOUN
app01-4011	217	5	27(2):84–88	27(2):84–88	NUM
app01-4011	217	6	,	,	PUNCT
app01-4011	217	7	1996	1996	NUM
app01-4011	217	8	.	.	PUNCT
app01-4011	218	1	doi:10.1177/155005949602700207	doi:10.1177/155005949602700207	NOUN
app01-4011	218	2	.	.	PUNCT
app01-4011	219	1	[	[	X
app01-4011	219	2	17	17	NUM
app01-4011	219	3	]	]	PUNCT
app01-4011	219	4	m.	m.	NOUN
app01-4011	219	5	golz	golz	PROPN
app01-4011	219	6	,	,	PUNCT
app01-4011	219	7	d.	d.	PROPN
app01-4011	219	8	sommer	sommer	PROPN
app01-4011	219	9	,	,	PUNCT
app01-4011	219	10	m.	m.	NOUN
app01-4011	219	11	chen	chen	PROPN
app01-4011	219	12	,	,	PUNCT
app01-4011	219	13	et	et	PROPN
app01-4011	219	14	al	al	PROPN
app01-4011	219	15	.	.	PROPN
app01-4011	220	1	feature	feature	NOUN
app01-4011	220	2	fusion	fusion	NOUN
app01-4011	220	3	for	for	ADP
app01-4011	220	4	the	the	DET
app01-4011	220	5	detection	detection	NOUN
app01-4011	220	6	of	of	ADP
app01-4011	220	7	microsleep	microsleep	PROPN
app01-4011	220	8	events	event	NOUN
app01-4011	220	9	.	.	PUNCT
app01-4011	221	1	the	the	DET
app01-4011	221	2	journal	journal	PROPN
app01-4011	221	3	of	of	ADP
app01-4011	221	4	vlsi	vlsi	PROPN
app01-4011	221	5	signal	signal	PROPN
app01-4011	221	6	processing	processing	NOUN
app01-4011	221	7	systems	system	NOUN
app01-4011	221	8	for	for	ADP
app01-4011	221	9	signal	signal	NOUN
app01-4011	221	10	,	,	PUNCT
app01-4011	221	11	image	image	NOUN
app01-4011	221	12	,	,	PUNCT
app01-4011	221	13	and	and	CCONJ
app01-4011	221	14	video	video	NOUN
app01-4011	221	15	technology	technology	NOUN
app01-4011	221	16	49(2):329–342	49(2):329–342	PROPN
app01-4011	221	17	,	,	PUNCT
app01-4011	221	18	2007	2007	NUM
app01-4011	221	19	.	.	PUNCT
app01-4011	222	1	doi:10.1007	doi:10.1007	VERB
app01-4011	222	2	/	/	SYM
app01-4011	222	3	s11265	s11265	VERB
app01-4011	222	4	-	-	PUNCT
app01-4011	222	5	007	007	NUM
app01-4011	222	6	-	-	PUNCT
app01-4011	222	7	0083	0083	NUM
app01-4011	222	8	-	-	PUNCT
app01-4011	222	9	4	4	NUM
app01-4011	222	10	.	.	PUNCT
app01-4011	223	1	[	[	X
app01-4011	223	2	18	18	NUM
app01-4011	223	3	]	]	PUNCT
app01-4011	223	4	t.	t.	PROPN
app01-4011	223	5	gautama	gautama	PROPN
app01-4011	223	6	,	,	PUNCT
app01-4011	223	7	d.	d.	PROPN
app01-4011	223	8	p.	p.	PROPN
app01-4011	223	9	mandic	mandic	NOUN
app01-4011	223	10	,	,	PUNCT
app01-4011	223	11	m.	m.	NOUN
app01-4011	223	12	m.	m.	NOUN
app01-4011	223	13	van	van	PROPN
app01-4011	223	14	hulle	hulle	PROPN
app01-4011	223	15	.	.	PUNCT
app01-4011	224	1	the	the	DET
app01-4011	224	2	delay	delay	NOUN
app01-4011	224	3	vector	vector	NOUN
app01-4011	224	4	variance	variance	NOUN
app01-4011	224	5	method	method	NOUN
app01-4011	224	6	for	for	ADP
app01-4011	224	7	detecting	detect	VERB
app01-4011	224	8	determinism	determinism	NOUN
app01-4011	224	9	and	and	CCONJ
app01-4011	224	10	nonlinearity	nonlinearity	NOUN
app01-4011	224	11	in	in	ADP
app01-4011	224	12	time	time	NOUN
app01-4011	224	13	series	series	NOUN
app01-4011	224	14	.	.	PUNCT
app01-4011	225	1	physica	physica	PROPN
app01-4011	225	2	d	d	NOUN
app01-4011	225	3	:	:	PUNCT
app01-4011	225	4	nonlinear	nonlinear	ADJ
app01-4011	225	5	phenomena	phenomena	NOUN
app01-4011	225	6	190(3):167–176	190(3):167–176	NUM
app01-4011	225	7	,	,	PUNCT
app01-4011	225	8	2004	2004	NUM
app01-4011	225	9	.	.	PUNCT
app01-4011	226	1	[	[	X
app01-4011	226	2	19	19	NUM
app01-4011	226	3	]	]	PUNCT
app01-4011	226	4	p.-y	p.-y	NOUN
app01-4011	226	5	.	.	PUNCT
app01-4011	227	1	tsai	tsai	PROPN
app01-4011	227	2	,	,	PUNCT
app01-4011	227	3	w.	w.	PROPN
app01-4011	227	4	hu	hu	PROPN
app01-4011	227	5	,	,	PUNCT
app01-4011	227	6	t.	t.	PROPN
app01-4011	227	7	b.	b.	PROPN
app01-4011	227	8	kuo	kuo	PROPN
app01-4011	227	9	,	,	PUNCT
app01-4011	227	10	l.-y	l.-y	PROPN
app01-4011	227	11	.	.	PUNCT
app01-4011	228	1	shyu	shyu	PROPN
app01-4011	228	2	.	.	PUNCT
app01-4011	229	1	a	a	DET
app01-4011	229	2	portable	portable	ADJ
app01-4011	229	3	device	device	NOUN
app01-4011	229	4	for	for	ADP
app01-4011	229	5	real	real	ADJ
app01-4011	229	6	time	time	NOUN
app01-4011	229	7	drowsiness	drowsiness	NOUN
app01-4011	229	8	detection	detection	NOUN
app01-4011	229	9	using	use	VERB
app01-4011	229	10	novel	novel	ADJ
app01-4011	229	11	active	active	ADJ
app01-4011	229	12	dry	dry	ADJ
app01-4011	229	13	electrode	electrode	NOUN
app01-4011	229	14	system	system	NOUN
app01-4011	229	15	.	.	PUNCT
app01-4011	230	1	in	in	ADP
app01-4011	230	2	2009	2009	NUM
app01-4011	230	3	annual	annual	ADJ
app01-4011	230	4	international	international	ADJ
app01-4011	230	5	conference	conference	NOUN
app01-4011	230	6	of	of	ADP
app01-4011	230	7	the	the	DET
app01-4011	230	8	ieee	ieee	NOUN
app01-4011	230	9	engineering	engineering	NOUN
app01-4011	230	10	in	in	ADP
app01-4011	230	11	medicine	medicine	NOUN
app01-4011	230	12	and	and	CCONJ
app01-4011	230	13	biology	biology	NOUN
app01-4011	230	14	society	society	NOUN
app01-4011	230	15	,	,	PUNCT
app01-4011	230	16	pp	pp	ADJ
app01-4011	230	17	.	.	PUNCT
app01-4011	231	1	3775–3778	3775–3778	NUM
app01-4011	231	2	.	.	PUNCT
app01-4011	232	1	ieee	ieee	PROPN
app01-4011	232	2	,	,	PUNCT
app01-4011	232	3	2009	2009	NUM
app01-4011	232	4	.	.	PUNCT
app01-4011	233	1	[	[	X
app01-4011	233	2	20	20	NUM
app01-4011	233	3	]	]	PUNCT
app01-4011	233	4	a.	a.	NOUN
app01-4011	233	5	g.	g.	PROPN
app01-4011	233	6	correa	correa	PROPN
app01-4011	233	7	,	,	PUNCT
app01-4011	233	8	e.	e.	PROPN
app01-4011	233	9	l.	l.	PROPN
app01-4011	233	10	leber	leber	PROPN
app01-4011	233	11	.	.	PUNCT
app01-4011	234	1	an	an	DET
app01-4011	234	2	automatic	automatic	ADJ
app01-4011	234	3	detector	detector	NOUN
app01-4011	234	4	of	of	ADP
app01-4011	234	5	drowsiness	drowsiness	NOUN
app01-4011	234	6	based	base	VERB
app01-4011	234	7	on	on	ADP
app01-4011	234	8	spectral	spectral	ADJ
app01-4011	234	9	analysis	analysis	NOUN
app01-4011	234	10	and	and	CCONJ
app01-4011	234	11	wavelet	wavelet	NOUN
app01-4011	234	12	decomposition	decomposition	NOUN
app01-4011	234	13	of	of	ADP
app01-4011	234	14	eeg	eeg	NOUN
app01-4011	234	15	records	record	NOUN
app01-4011	234	16	.	.	PUNCT
app01-4011	235	1	in	in	ADP
app01-4011	235	2	2010	2010	NUM
app01-4011	235	3	annual	annual	ADJ
app01-4011	235	4	international	international	ADJ
app01-4011	235	5	conference	conference	NOUN
app01-4011	235	6	of	of	ADP
app01-4011	235	7	the	the	DET
app01-4011	235	8	ieee	ieee	NOUN
app01-4011	235	9	engineering	engineering	NOUN
app01-4011	235	10	in	in	ADP
app01-4011	235	11	medicine	medicine	NOUN
app01-4011	235	12	and	and	CCONJ
app01-4011	235	13	biology	biology	NOUN
app01-4011	235	14	,	,	PUNCT
app01-4011	235	15	pp	pp	ADJ
app01-4011	235	16	.	.	PUNCT
app01-4011	236	1	1405–1408	1405–1408	NUM
app01-4011	236	2	.	.	PUNCT
app01-4011	237	1	ieee	ieee	PROPN
app01-4011	237	2	,	,	PUNCT
app01-4011	237	3	2010	2010	NUM
app01-4011	237	4	.	.	PUNCT
app01-4011	238	1	[	[	X
app01-4011	238	2	21	21	NUM
app01-4011	238	3	]	]	X
app01-4011	238	4	e.	e.	PROPN
app01-4011	238	5	magosso	magosso	PROPN
app01-4011	238	6	,	,	PUNCT
app01-4011	238	7	m.	m.	NOUN
app01-4011	238	8	ursino	ursino	NOUN
app01-4011	238	9	,	,	PUNCT
app01-4011	238	10	a.	a.	NOUN
app01-4011	238	11	zaniboni	zaniboni	NOUN
app01-4011	238	12	,	,	PUNCT
app01-4011	238	13	et	et	PROPN
app01-4011	238	14	al	al	PROPN
app01-4011	238	15	.	.	PROPN
app01-4011	238	16	visual	visual	ADJ
app01-4011	238	17	and	and	CCONJ
app01-4011	238	18	computer	computer	NOUN
app01-4011	238	19	-	-	PUNCT
app01-4011	238	20	based	base	VERB
app01-4011	238	21	detection	detection	NOUN
app01-4011	238	22	of	of	ADP
app01-4011	238	23	slow	slow	ADJ
app01-4011	238	24	eye	eye	NOUN
app01-4011	238	25	movements	movement	NOUN
app01-4011	238	26	in	in	ADP
app01-4011	238	27	overnight	overnight	ADV
app01-4011	238	28	and	and	CCONJ
app01-4011	238	29	24	24	NUM
app01-4011	238	30	-	-	PUNCT
app01-4011	238	31	h	h	NOUN
app01-4011	238	32	eog	eog	PROPN
app01-4011	238	33	recordings	recording	NOUN
app01-4011	238	34	.	.	PUNCT
app01-4011	239	1	clinical	clinical	ADJ
app01-4011	239	2	neurophysiology	neurophysiology	NOUN
app01-4011	239	3	118(5):1122–1133	118(5):1122–1133	PROPN
app01-4011	239	4	,	,	PUNCT
app01-4011	239	5	2007	2007	NUM
app01-4011	239	6	.	.	PUNCT
app01-4011	240	1	doi:10.1016	doi:10.1016	PROPN
app01-4011	240	2	/	/	SYM
app01-4011	240	3	j.clinph.2007.01.014	j.clinph.2007.01.014	PROPN
app01-4011	240	4	.	.	PUNCT
app01-4011	241	1	[	[	X
app01-4011	241	2	22	22	NUM
app01-4011	241	3	]	]	PUNCT
app01-4011	241	4	m.	m.	NOUN
app01-4011	241	5	t.	t.	PROPN
app01-4011	241	6	peiris	peiris	PROPN
app01-4011	241	7	,	,	PUNCT
app01-4011	241	8	p.	p.	PROPN
app01-4011	241	9	r.	r.	PROPN
app01-4011	241	10	davidson	davidson	PROPN
app01-4011	241	11	,	,	PUNCT
app01-4011	241	12	p.	p.	NOUN
app01-4011	241	13	j.	j.	PROPN
app01-4011	241	14	bones	bones	PROPN
app01-4011	241	15	,	,	PUNCT
app01-4011	241	16	r.	r.	PROPN
app01-4011	241	17	d.	d.	PROPN
app01-4011	241	18	jones	jones	PROPN
app01-4011	241	19	.	.	PUNCT
app01-4011	242	1	detection	detection	NOUN
app01-4011	242	2	of	of	ADP
app01-4011	242	3	lapses	lapse	NOUN
app01-4011	242	4	in	in	ADP
app01-4011	242	5	responsiveness	responsiveness	NOUN
app01-4011	242	6	from	from	ADP
app01-4011	242	7	the	the	DET
app01-4011	242	8	eeg	eeg	PROPN
app01-4011	242	9	.	.	PROPN
app01-4011	242	10	journal	journal	PROPN
app01-4011	242	11	of	of	ADP
app01-4011	242	12	neural	neural	ADJ
app01-4011	242	13	engineering	engineering	PROPN
app01-4011	242	14	8(1):016003	8(1):016003	NUM
app01-4011	242	15	,	,	PUNCT
app01-4011	242	16	2011	2011	NUM
app01-4011	242	17	.	.	PUNCT
app01-4011	243	1	[	[	X
app01-4011	243	2	23	23	NUM
app01-4011	243	3	]	]	PUNCT
app01-4011	243	4	x.	x.	NOUN
app01-4011	243	5	zhu	zhu	PROPN
app01-4011	243	6	,	,	PUNCT
app01-4011	243	7	w.-l	w.-l	PROPN
app01-4011	243	8	.	.	PUNCT
app01-4011	244	1	zheng	zheng	PROPN
app01-4011	244	2	,	,	PUNCT
app01-4011	244	3	b.-l	b.-l	PROPN
app01-4011	244	4	.	.	PUNCT
app01-4011	245	1	lu	lu	PROPN
app01-4011	245	2	,	,	PUNCT
app01-4011	245	3	et	et	PROPN
app01-4011	245	4	al	al	PROPN
app01-4011	245	5	.	.	PUNCT
app01-4011	246	1	eog	eog	PROPN
app01-4011	246	2	-	-	PUNCT
app01-4011	246	3	based	base	VERB
app01-4011	246	4	drowsiness	drowsiness	NOUN
app01-4011	246	5	detection	detection	NOUN
app01-4011	246	6	using	use	VERB
app01-4011	246	7	convolutional	convolutional	ADJ
app01-4011	246	8	neural	neural	ADJ
app01-4011	246	9	networks	network	NOUN
app01-4011	246	10	.	.	PUNCT
app01-4011	247	1	in	in	ADP
app01-4011	247	2	ijcnn	ijcnn	PROPN
app01-4011	247	3	,	,	PUNCT
app01-4011	247	4	pp	pp	ADJ
app01-4011	247	5	.	.	PUNCT
app01-4011	248	1	128–134	128–134	NUM
app01-4011	248	2	.	.	PUNCT
app01-4011	249	1	2014	2014	NUM
app01-4011	249	2	.	.	PUNCT
app01-4011	250	1	[	[	X
app01-4011	250	2	24	24	NUM
app01-4011	250	3	]	]	X
app01-4011	250	4	e.	e.	PROPN
app01-4011	250	5	magosso	magosso	PROPN
app01-4011	250	6	,	,	PUNCT
app01-4011	250	7	f.	f.	PROPN
app01-4011	250	8	provini	provini	PROPN
app01-4011	250	9	,	,	PUNCT
app01-4011	250	10	p.	p.	PROPN
app01-4011	250	11	montagna	montagna	PROPN
app01-4011	250	12	,	,	PUNCT
app01-4011	250	13	m.	m.	NOUN
app01-4011	250	14	ursino	ursino	NOUN
app01-4011	250	15	.	.	PUNCT
app01-4011	251	1	a	a	DET
app01-4011	251	2	wavelet	wavelet	NOUN
app01-4011	251	3	based	base	VERB
app01-4011	251	4	method	method	NOUN
app01-4011	251	5	for	for	ADP
app01-4011	251	6	automatic	automatic	ADJ
app01-4011	251	7	detection	detection	NOUN
app01-4011	251	8	of	of	ADP
app01-4011	251	9	slow	slow	ADJ
app01-4011	251	10	eye	eye	NOUN
app01-4011	251	11	movements	movement	NOUN
app01-4011	251	12	:	:	PUNCT
app01-4011	251	13	a	a	DET
app01-4011	251	14	pilot	pilot	NOUN
app01-4011	251	15	study	study	NOUN
app01-4011	251	16	.	.	PUNCT
app01-4011	252	1	medical	medical	ADJ
app01-4011	252	2	engineering	engineering	PROPN
app01-4011	252	3	&	&	CCONJ
app01-4011	252	4	physics	physics	PROPN
app01-4011	252	5	28(9):860–875	28(9):860–875	PROPN
app01-4011	252	6	,	,	PUNCT
app01-4011	252	7	2006	2006	NUM
app01-4011	252	8	.	.	PUNCT
app01-4011	253	1	doi:10.1016	doi:10.1016	PROPN
app01-4011	253	2	/	/	SYM
app01-4011	253	3	j.medengphy.2006.01.002	j.medengphy.2006.01.002	PROPN
app01-4011	253	4	.	.	PUNCT
app01-4011	254	1	[	[	X
app01-4011	254	2	25	25	NUM
app01-4011	254	3	]	]	X
app01-4011	254	4	e.	e.	PROPN
app01-4011	254	5	magosso	magosso	PROPN
app01-4011	254	6	,	,	PUNCT
app01-4011	254	7	m.	m.	NOUN
app01-4011	254	8	ursino	ursino	NOUN
app01-4011	254	9	,	,	PUNCT
app01-4011	254	10	a.	a.	NOUN
app01-4011	254	11	zaniboni	zaniboni	NOUN
app01-4011	254	12	,	,	PUNCT
app01-4011	254	13	e.	e.	PROPN
app01-4011	254	14	gardella	gardella	PROPN
app01-4011	254	15	.	.	PUNCT
app01-4011	255	1	a	a	DET
app01-4011	255	2	wavelet	wavelet	NOUN
app01-4011	255	3	-	-	PUNCT
app01-4011	255	4	based	base	VERB
app01-4011	255	5	energetic	energetic	ADJ
app01-4011	255	6	approach	approach	NOUN
app01-4011	255	7	for	for	ADP
app01-4011	255	8	the	the	DET
app01-4011	255	9	analysis	analysis	NOUN
app01-4011	255	10	of	of	ADP
app01-4011	255	11	biomedical	biomedical	ADJ
app01-4011	255	12	signals	signal	NOUN
app01-4011	255	13	:	:	PUNCT
app01-4011	255	14	application	application	NOUN
app01-4011	255	15	to	to	ADP
app01-4011	255	16	the	the	DET
app01-4011	255	17	electroencephalogram	electroencephalogram	NOUN
app01-4011	255	18	and	and	CCONJ
app01-4011	255	19	electro	electro	NOUN
app01-4011	255	20	-	-	PUNCT
app01-4011	255	21	oculogram	oculogram	NOUN
app01-4011	255	22	.	.	PUNCT
app01-4011	256	1	applied	apply	VERB
app01-4011	256	2	mathematics	mathematic	NOUN
app01-4011	256	3	and	and	CCONJ
app01-4011	256	4	computation	computation	NOUN
app01-4011	256	5	207(1):42–62	207(1):42–62	NUM
app01-4011	256	6	,	,	PUNCT
app01-4011	256	7	2009	2009	NUM
app01-4011	256	8	.	.	PUNCT
app01-4011	257	1	doi:10.1016	doi:10.1016	PROPN
app01-4011	257	2	/	/	SYM
app01-4011	257	3	j.amc.2007.10.069	j.amc.2007.10.069	PROPN
app01-4011	257	4	.	.	PUNCT
app01-4011	258	1	36	36	NUM
app01-4011	258	2	http://dx.doi.org/10.1016/j.sleep.2006.06.011	http://dx.doi.org/10.1016/j.sleep.2006.06.011	PROPN
app01-4011	258	3	http://dx.doi.org/10.1097/00004691-198710000-00002	http://dx.doi.org/10.1097/00004691-198710000-00002	PROPN
app01-4011	258	4	http://dx.doi.org/10.1017/s0048577201393095	http://dx.doi.org/10.1017/s0048577201393095	PROPN
app01-4011	258	5	http://dx.doi.org/10.1016/0013-4694(87)90096-4	http://dx.doi.org/10.1016/0013-4694(87)90096-4	PRON
app01-4011	258	6	http://dx.doi.org/10.1016/j.ijpsycho.2004.07.001	http://dx.doi.org/10.1016/j.ijpsycho.2004.07.001	PROPN
app01-4011	258	7	http://dx.doi.org/10.1016/0001-4575(94)90019-1	http://dx.doi.org/10.1016/0001-4575(94)90019-1	NOUN
app01-4011	258	8	http://dx.doi.org/10.1016/j.clinph.2007.04.031	http://dx.doi.org/10.1016/j.clinph.2007.04.031	NOUN
app01-4011	258	9	http://dx.doi.org/10.1016/s1350-4533(02)00030-9	http://dx.doi.org/10.1016/s1350-4533(02)00030-9	PROPN
app01-4011	258	10	http://dx.doi.org/10.1177/155005949602700207	http://dx.doi.org/10.1177/155005949602700207	PROPN
app01-4011	258	11	http://dx.doi.org/10.1007/s11265-007-0083-4	http://dx.doi.org/10.1007/s11265-007-0083-4	SYM
app01-4011	258	12	http://dx.doi.org/10.1016/j.clinph.2007.01.014	http://dx.doi.org/10.1016/j.clinph.2007.01.014	PROPN
app01-4011	258	13	http://dx.doi.org/10.1016/j.medengphy.2006.01.002	http://dx.doi.org/10.1016/j.medengphy.2006.01.002	NOUN
app01-4011	258	14	http://dx.doi.org/10.1016/j.amc.2007.10.069	http://dx.doi.org/10.1016/j.amc.2007.10.069	PROPN
app01-4011	258	15	vol	vol	NOUN
app01-4011	258	16	.	.	PUNCT
app01-4011	259	1	12/2017	12/2017	NUM
app01-4011	259	2	microsleeps	microsleep	NOUN
app01-4011	259	3	and	and	CCONJ
app01-4011	259	4	their	their	PRON
app01-4011	259	5	detection	detection	NOUN
app01-4011	259	6	from	from	ADP
app01-4011	259	7	biological	biological	ADJ
app01-4011	259	8	signals	signal	NOUN
app01-4011	259	9	[	[	X
app01-4011	259	10	26	26	NUM
app01-4011	259	11	]	]	PUNCT
app01-4011	259	12	m.	m.	NOUN
app01-4011	259	13	holub	holub	NOUN
app01-4011	259	14	,	,	PUNCT
app01-4011	259	15	m.	m.	NOUN
app01-4011	259	16	šrutová	šrutová	PROPN
app01-4011	259	17	,	,	PUNCT
app01-4011	259	18	l.	l.	PROPN
app01-4011	259	19	lhotská	lhotská	PROPN
app01-4011	259	20	.	.	PUNCT
app01-4011	260	1	adaptable	adaptable	ADJ
app01-4011	260	2	microsleep	microsleep	PROPN
app01-4011	260	3	detection	detection	NOUN
app01-4011	260	4	based	base	VERB
app01-4011	260	5	on	on	ADP
app01-4011	260	6	eog	eog	PROPN
app01-4011	260	7	signals	signal	NOUN
app01-4011	260	8	:	:	PUNCT
app01-4011	260	9	a	a	DET
app01-4011	260	10	feasibility	feasibility	NOUN
app01-4011	260	11	study	study	NOUN
app01-4011	260	12	.	.	PUNCT
app01-4011	261	1	in	in	ADP
app01-4011	261	2	computational	computational	ADJ
app01-4011	261	3	intelligence	intelligence	NOUN
app01-4011	261	4	for	for	ADP
app01-4011	261	5	multimedia	multimedia	NOUN
app01-4011	261	6	understanding	understanding	NOUN
app01-4011	261	7	(	(	PUNCT
app01-4011	261	8	iwcim	iwcim	PROPN
app01-4011	261	9	)	)	PUNCT
app01-4011	261	10	,	,	PUNCT
app01-4011	261	11	2015	2015	NUM
app01-4011	261	12	international	international	ADJ
app01-4011	261	13	workshop	workshop	NOUN
app01-4011	261	14	on	on	ADP
app01-4011	261	15	,	,	PUNCT
app01-4011	261	16	pp	pp	ADJ
app01-4011	261	17	.	.	PUNCT
app01-4011	262	1	1–4	1–4	PROPN
app01-4011	262	2	.	.	PUNCT
app01-4011	262	3	ieee	ieee	PROPN
app01-4011	262	4	,	,	PUNCT
app01-4011	262	5	2015	2015	NUM
app01-4011	262	6	.	.	PUNCT
app01-4011	263	1	37	37	NUM
app01-4011	263	2	acta	acta	PROPN
app01-4011	263	3	polytechnica	polytechnica	PROPN
app01-4011	263	4	ctu	ctu	NOUN
app01-4011	263	5	proceedings	proceeding	NOUN
app01-4011	263	6	12:32–37	12:32–37	NUM
app01-4011	263	7	,	,	PUNCT
app01-4011	263	8	2017	2017	NUM
app01-4011	263	9	1	1	NUM
app01-4011	263	10	introduction	introduction	NOUN
app01-4011	263	11	2	2	NUM
app01-4011	263	12	signal	signal	NOUN
app01-4011	263	13	changes	change	VERB
app01-4011	263	14	2.1	2.1	NUM
app01-4011	263	15	changes	change	NOUN
app01-4011	263	16	in	in	ADP
app01-4011	263	17	eeg	eeg	NOUN
app01-4011	263	18	signals	signal	NOUN
app01-4011	263	19	2.2	2.2	NUM
app01-4011	263	20	changes	change	NOUN
app01-4011	263	21	in	in	ADP
app01-4011	263	22	eog	eog	PROPN
app01-4011	263	23	signals	signal	VERB
app01-4011	263	24	2.3	2.3	NUM
app01-4011	263	25	changes	change	NOUN
app01-4011	263	26	in	in	ADP
app01-4011	263	27	ecg	ecg	PROPN
app01-4011	263	28	signals	signal	NOUN
app01-4011	263	29	3	3	NUM
app01-4011	263	30	detection	detection	NOUN
app01-4011	263	31	approaches	approach	VERB
app01-4011	263	32	3.1	3.1	NUM
app01-4011	263	33	detection	detection	NOUN
app01-4011	263	34	by	by	ADP
app01-4011	263	35	vuckovic	vuckovic	PROPN
app01-4011	263	36	et	et	PROPN
app01-4011	263	37	al	al	PROPN
app01-4011	263	38	.	.	PROPN
app01-4011	264	1	(	(	PUNCT
app01-4011	264	2	published	publish	VERB
app01-4011	264	3	2002	2002	NUM
app01-4011	264	4	)	)	PUNCT
app01-4011	264	5	3.2	3.2	NUM
app01-4011	264	6	detection	detection	NOUN
app01-4011	264	7	by	by	ADP
app01-4011	264	8	golz	golz	PROPN
app01-4011	264	9	et	et	PROPN
app01-4011	264	10	al	al	PROPN
app01-4011	264	11	.	.	PROPN
app01-4011	265	1	(	(	PUNCT
app01-4011	265	2	published	publish	VERB
app01-4011	265	3	2007	2007	NUM
app01-4011	265	4	)	)	PUNCT
app01-4011	265	5	3.3	3.3	NUM
app01-4011	265	6	detection	detection	NOUN
app01-4011	265	7	by	by	ADP
app01-4011	265	8	furman	furman	PROPN
app01-4011	265	9	et	et	PROPN
app01-4011	265	10	al	al	PROPN
app01-4011	265	11	.	.	PROPN
app01-4011	266	1	(	(	PUNCT
app01-4011	266	2	published	publish	VERB
app01-4011	266	3	2008	2008	NUM
app01-4011	266	4	)	)	PUNCT
app01-4011	266	5	3.4	3.4	NUM
app01-4011	266	6	detection	detection	NOUN
app01-4011	266	7	by	by	ADP
app01-4011	266	8	tsai	tsai	PROPN
app01-4011	266	9	et	et	PROPN
app01-4011	266	10	al	al	PROPN
app01-4011	266	11	.	.	PROPN
app01-4011	267	1	(	(	PUNCT
app01-4011	267	2	published	publish	VERB
app01-4011	267	3	2009	2009	NUM
app01-4011	267	4	)	)	PUNCT
app01-4011	267	5	3.5	3.5	NUM
app01-4011	267	6	detection	detection	NOUN
app01-4011	267	7	by	by	ADP
app01-4011	267	8	garcés	garcés	PROPN
app01-4011	267	9	et	et	PROPN
app01-4011	267	10	al	al	PROPN
app01-4011	267	11	.	.	PROPN
app01-4011	268	1	(	(	PUNCT
app01-4011	268	2	published	publish	VERB
app01-4011	268	3	2010	2010	NUM
app01-4011	268	4	)	)	PUNCT
app01-4011	268	5	3.6	3.6	NUM
app01-4011	268	6	detection	detection	NOUN
app01-4011	268	7	by	by	ADP
app01-4011	268	8	peiris	peiris	NOUN
app01-4011	268	9	et	et	PROPN
app01-4011	268	10	al	al	PROPN
app01-4011	268	11	.	.	PUNCT
app01-4011	269	1	(	(	PUNCT
app01-4011	269	2	published	publish	VERB
app01-4011	269	3	2011	2011	NUM
app01-4011	269	4	)	)	PUNCT
app01-4011	269	5	3.7	3.7	NUM
app01-4011	269	6	detection	detection	NOUN
app01-4011	269	7	by	by	ADP
app01-4011	269	8	zhu	zhu	PROPN
app01-4011	269	9	et	et	PROPN
app01-4011	269	10	al	al	PROPN
app01-4011	269	11	.	.	PROPN
app01-4011	270	1	(	(	PUNCT
app01-4011	270	2	published	publish	VERB
app01-4011	270	3	2014	2014	NUM
app01-4011	270	4	)	)	PUNCT
app01-4011	270	5	3.8	3.8	NUM
app01-4011	270	6	detection	detection	NOUN
app01-4011	270	7	by	by	ADP
app01-4011	270	8	holub	holub	PROPN
app01-4011	270	9	et	et	PROPN
app01-4011	270	10	al	al	PROPN
app01-4011	270	11	.	.	PROPN
app01-4011	271	1	(	(	PUNCT
app01-4011	271	2	published	publish	VERB
app01-4011	271	3	2015	2015	NUM
app01-4011	271	4	)	)	PUNCT
app01-4011	271	5	4	4	NUM
app01-4011	271	6	conclusions	conclusion	NOUN
app01-4011	271	7	acknowledgements	acknowledgement	NOUN
app01-4011	271	8	references	reference	NOUN
