id	sid	tid	token	lemma	pos
american_scientific_journal-3128	1	1	124	124	NUM
american_scientific_journal-3128	1	2	american	american	ADJ
american_scientific_journal-3128	1	3	scientific	scientific	ADJ
american_scientific_journal-3128	1	4	research	research	NOUN
american_scientific_journal-3128	1	5	journal	journal	NOUN
american_scientific_journal-3128	1	6	for	for	ADP
american_scientific_journal-3128	1	7	engineering	engineering	NOUN
american_scientific_journal-3128	1	8	,	,	PUNCT
american_scientific_journal-3128	1	9	technology	technology	NOUN
american_scientific_journal-3128	1	10	,	,	PUNCT
american_scientific_journal-3128	1	11	and	and	CCONJ
american_scientific_journal-3128	1	12	sciences	science	NOUN
american_scientific_journal-3128	1	13	(	(	PUNCT
american_scientific_journal-3128	1	14	asrjets	asrjet	NOUN
american_scientific_journal-3128	1	15	)	)	PUNCT
american_scientific_journal-3128	1	16	issn	issn	PROPN
american_scientific_journal-3128	1	17	(	(	PUNCT
american_scientific_journal-3128	1	18	print	print	NOUN
american_scientific_journal-3128	1	19	)	)	PUNCT
american_scientific_journal-3128	1	20	2313	2313	NUM
american_scientific_journal-3128	1	21	-	-	SYM
american_scientific_journal-3128	1	22	4410	4410	NUM
american_scientific_journal-3128	1	23	,	,	PUNCT
american_scientific_journal-3128	1	24	issn	issn	PROPN
american_scientific_journal-3128	1	25	(	(	PUNCT
american_scientific_journal-3128	1	26	online	online	ADJ
american_scientific_journal-3128	1	27	)	)	PUNCT
american_scientific_journal-3128	1	28	2313	2313	NUM
american_scientific_journal-3128	1	29	-	-	SYM
american_scientific_journal-3128	1	30	4402	4402	NUM
american_scientific_journal-3128	1	31	©	©	PROPN
american_scientific_journal-3128	1	32	global	global	ADJ
american_scientific_journal-3128	1	33	society	society	NOUN
american_scientific_journal-3128	1	34	of	of	ADP
american_scientific_journal-3128	1	35	scientific	scientific	ADJ
american_scientific_journal-3128	1	36	research	research	NOUN
american_scientific_journal-3128	1	37	and	and	CCONJ
american_scientific_journal-3128	1	38	researchers	researcher	NOUN
american_scientific_journal-3128	1	39	http://asrjetsjournal.org/	http://asrjetsjournal.org/	NOUN
american_scientific_journal-3128	1	40	eeg	eeg	NOUN
american_scientific_journal-3128	1	41	-	-	PUNCT
american_scientific_journal-3128	1	42	based	base	VERB
american_scientific_journal-3128	1	43	movement	movement	NOUN
american_scientific_journal-3128	1	44	imagery	imagery	NOUN
american_scientific_journal-3128	1	45	classification	classification	NOUN
american_scientific_journal-3128	1	46	using	use	VERB
american_scientific_journal-3128	1	47	machine	machine	NOUN
american_scientific_journal-3128	1	48	learning	learn	VERB
american_scientific_journal-3128	1	49	techniques	technique	NOUN
american_scientific_journal-3128	1	50	and	and	CCONJ
american_scientific_journal-3128	1	51	welch	welch	PROPN
american_scientific_journal-3128	1	52	’s	’s	PART
american_scientific_journal-3128	1	53	power	power	PROPN
american_scientific_journal-3128	1	54	spectral	spectral	PROPN
american_scientific_journal-3128	1	55	density	density	PROPN
american_scientific_journal-3128	1	56	estimation	estimation	PROPN
american_scientific_journal-3128	1	57	saman	saman	PROPN
american_scientific_journal-3128	1	58	sarraf	sarraf	PROPN
american_scientific_journal-3128	1	59	*	*	PROPN
american_scientific_journal-3128	1	60	department	department	PROPN
american_scientific_journal-3128	1	61	of	of	ADP
american_scientific_journal-3128	1	62	electrical	electrical	ADJ
american_scientific_journal-3128	1	63	and	and	CCONJ
american_scientific_journal-3128	1	64	computer	computer	NOUN
american_scientific_journal-3128	1	65	engineering	engineering	NOUN
american_scientific_journal-3128	1	66	,	,	PUNCT
american_scientific_journal-3128	1	67	mcmaster	mcmaster	PROPN
american_scientific_journal-3128	1	68	university	university	PROPN
american_scientific_journal-3128	1	69	,	,	PUNCT
american_scientific_journal-3128	1	70	hamilton	hamilton	PROPN
american_scientific_journal-3128	1	71	,	,	PUNCT
american_scientific_journal-3128	1	72	ontario	ontario	PROPN
american_scientific_journal-3128	1	73	,	,	PUNCT
american_scientific_journal-3128	1	74	canada	canada	PROPN
american_scientific_journal-3128	1	75	,	,	PUNCT
american_scientific_journal-3128	1	76	the	the	DET
american_scientific_journal-3128	1	77	institute	institute	NOUN
american_scientific_journal-3128	1	78	of	of	ADP
american_scientific_journal-3128	1	79	electrical	electrical	ADJ
american_scientific_journal-3128	1	80	and	and	CCONJ
american_scientific_journal-3128	1	81	electronics	electronic	NOUN
american_scientific_journal-3128	1	82	engineers	engineer	NOUN
american_scientific_journal-3128	1	83	,	,	PUNCT
american_scientific_journal-3128	1	84	ieee	ieee	NOUN
american_scientific_journal-3128	1	85	email	email	NOUN
american_scientific_journal-3128	1	86	:	:	PUNCT
american_scientific_journal-3128	2	1	samansarraf@ieee.org	samansarraf@ieee.org	PROPN
american_scientific_journal-3128	2	2	abstract	abstract	ADJ
american_scientific_journal-3128	2	3	this	this	DET
american_scientific_journal-3128	2	4	project	project	NOUN
american_scientific_journal-3128	2	5	implements	implement	VERB
american_scientific_journal-3128	2	6	an	an	DET
american_scientific_journal-3128	2	7	eeg	eeg	NOUN
american_scientific_journal-3128	2	8	-	-	PUNCT
american_scientific_journal-3128	2	9	based	base	VERB
american_scientific_journal-3128	2	10	movement	movement	NOUN
american_scientific_journal-3128	2	11	imagery	imagery	NOUN
american_scientific_journal-3128	2	12	classification	classification	NOUN
american_scientific_journal-3128	2	13	using	use	VERB
american_scientific_journal-3128	2	14	welch	welch	PROPN
american_scientific_journal-3128	2	15	’s	’s	PART
american_scientific_journal-3128	2	16	power	power	PROPN
american_scientific_journal-3128	2	17	spectral	spectral	PROPN
american_scientific_journal-3128	2	18	density	density	NOUN
american_scientific_journal-3128	2	19	estimation	estimation	NOUN
american_scientific_journal-3128	2	20	which	which	PRON
american_scientific_journal-3128	2	21	could	could	AUX
american_scientific_journal-3128	2	22	be	be	AUX
american_scientific_journal-3128	2	23	used	use	VERB
american_scientific_journal-3128	2	24	in	in	ADP
american_scientific_journal-3128	2	25	brain	brain	NOUN
american_scientific_journal-3128	2	26	computer	computer	NOUN
american_scientific_journal-3128	2	27	interface	interface	NOUN
american_scientific_journal-3128	2	28	systems	system	NOUN
american_scientific_journal-3128	2	29	.	.	PUNCT
american_scientific_journal-3128	3	1	this	this	DET
american_scientific_journal-3128	3	2	classification	classification	NOUN
american_scientific_journal-3128	3	3	which	which	PRON
american_scientific_journal-3128	3	4	is	be	AUX
american_scientific_journal-3128	3	5	based	base	VERB
american_scientific_journal-3128	3	6	on	on	ADP
american_scientific_journal-3128	3	7	the	the	DET
american_scientific_journal-3128	3	8	extracted	extract	VERB
american_scientific_journal-3128	3	9	features	feature	NOUN
american_scientific_journal-3128	3	10	from	from	ADP
american_scientific_journal-3128	3	11	𝜹𝜹	𝜹𝜹	NOUN
american_scientific_journal-3128	3	12	,	,	PUNCT
american_scientific_journal-3128	3	13	𝜽𝜽	𝜽𝜽	PROPN
american_scientific_journal-3128	3	14	,	,	PUNCT
american_scientific_journal-3128	3	15	α	α	PROPN
american_scientific_journal-3128	3	16	,	,	PUNCT
american_scientific_journal-3128	3	17	β1	β1	PROPN
american_scientific_journal-3128	3	18	,	,	PUNCT
american_scientific_journal-3128	3	19	β2	β2	NOUN
american_scientific_journal-3128	3	20	eeg	eeg	PROPN
american_scientific_journal-3128	3	21	components	component	NOUN
american_scientific_journal-3128	3	22	,	,	PUNCT
american_scientific_journal-3128	3	23	is	be	AUX
american_scientific_journal-3128	3	24	performed	perform	VERB
american_scientific_journal-3128	3	25	by	by	ADP
american_scientific_journal-3128	3	26	k	k	PROPN
american_scientific_journal-3128	3	27	–	–	PUNCT
american_scientific_journal-3128	3	28	nearest	near	ADJ
american_scientific_journal-3128	3	29	neighbor	neighbor	NOUN
american_scientific_journal-3128	3	30	,	,	PUNCT
american_scientific_journal-3128	3	31	support	support	NOUN
american_scientific_journal-3128	3	32	vector	vector	NOUN
american_scientific_journal-3128	3	33	machine	machine	NOUN
american_scientific_journal-3128	3	34	(	(	PUNCT
american_scientific_journal-3128	3	35	linear	linear	ADJ
american_scientific_journal-3128	3	36	,	,	PUNCT
american_scientific_journal-3128	3	37	quadratic	quadratic	ADJ
american_scientific_journal-3128	3	38	and	and	CCONJ
american_scientific_journal-3128	3	39	rbf	rbf	PROPN
american_scientific_journal-3128	3	40	)	)	PUNCT
american_scientific_journal-3128	3	41	and	and	CCONJ
american_scientific_journal-3128	3	42	artificial	artificial	ADJ
american_scientific_journal-3128	3	43	neural	neural	ADJ
american_scientific_journal-3128	3	44	network	network	NOUN
american_scientific_journal-3128	3	45	.	.	PUNCT
american_scientific_journal-3128	4	1	this	this	DET
american_scientific_journal-3128	4	2	report	report	NOUN
american_scientific_journal-3128	4	3	covers	cover	VERB
american_scientific_journal-3128	4	4	the	the	DET
american_scientific_journal-3128	4	5	background	background	NOUN
american_scientific_journal-3128	4	6	and	and	CCONJ
american_scientific_journal-3128	4	7	theory	theory	NOUN
american_scientific_journal-3128	4	8	behind	behind	ADP
american_scientific_journal-3128	4	9	this	this	DET
american_scientific_journal-3128	4	10	approach	approach	NOUN
american_scientific_journal-3128	4	11	,	,	PUNCT
american_scientific_journal-3128	4	12	as	as	ADV
american_scientific_journal-3128	4	13	well	well	ADV
american_scientific_journal-3128	4	14	as	as	ADP
american_scientific_journal-3128	4	15	describing	describe	VERB
american_scientific_journal-3128	4	16	the	the	DET
american_scientific_journal-3128	4	17	considerations	consideration	NOUN
american_scientific_journal-3128	4	18	involved	involve	VERB
american_scientific_journal-3128	4	19	in	in	ADP
american_scientific_journal-3128	4	20	implementing	implement	VERB
american_scientific_journal-3128	4	21	this	this	DET
american_scientific_journal-3128	4	22	algorithm	algorithm	NOUN
american_scientific_journal-3128	4	23	.	.	PUNCT
american_scientific_journal-3128	5	1	a	a	DET
american_scientific_journal-3128	5	2	variety	variety	NOUN
american_scientific_journal-3128	5	3	of	of	ADP
american_scientific_journal-3128	5	4	classifier	classifier	NOUN
american_scientific_journal-3128	5	5	parameters	parameter	NOUN
american_scientific_journal-3128	5	6	are	be	AUX
american_scientific_journal-3128	5	7	changed	change	VERB
american_scientific_journal-3128	5	8	to	to	PART
american_scientific_journal-3128	5	9	demonstrate	demonstrate	VERB
american_scientific_journal-3128	5	10	this	this	DET
american_scientific_journal-3128	5	11	implementation	implementation	NOUN
american_scientific_journal-3128	5	12	's	's	PART
american_scientific_journal-3128	5	13	performance	performance	NOUN
american_scientific_journal-3128	5	14	.	.	PUNCT
american_scientific_journal-3128	6	1	keywords	keyword	NOUN
american_scientific_journal-3128	6	2	:	:	PUNCT
american_scientific_journal-3128	6	3	eeg	eeg	NOUN
american_scientific_journal-3128	6	4	;	;	PUNCT
american_scientific_journal-3128	6	5	machine	machine	NOUN
american_scientific_journal-3128	6	6	learning	learning	NOUN
american_scientific_journal-3128	6	7	;	;	PUNCT
american_scientific_journal-3128	6	8	movement	movement	NOUN
american_scientific_journal-3128	6	9	imagery	imagery	NOUN
american_scientific_journal-3128	6	10	.	.	PUNCT
american_scientific_journal-3128	7	1	1	1	X
american_scientific_journal-3128	7	2	.	.	X
american_scientific_journal-3128	7	3	introduction	introduction	NOUN
american_scientific_journal-3128	7	4	brain	brain	NOUN
american_scientific_journal-3128	7	5	computer	computer	NOUN
american_scientific_journal-3128	7	6	interface	interface	NOUN
american_scientific_journal-3128	7	7	(	(	PUNCT
american_scientific_journal-3128	7	8	bci	bci	NOUN
american_scientific_journal-3128	7	9	)	)	PUNCT
american_scientific_journal-3128	7	10	systems	system	NOUN
american_scientific_journal-3128	7	11	,	,	PUNCT
american_scientific_journal-3128	7	12	which	which	PRON
american_scientific_journal-3128	7	13	could	could	AUX
american_scientific_journal-3128	7	14	be	be	AUX
american_scientific_journal-3128	7	15	developed	develop	VERB
american_scientific_journal-3128	7	16	during	during	ADP
american_scientific_journal-3128	7	17	these	these	DET
american_scientific_journal-3128	7	18	years	year	NOUN
american_scientific_journal-3128	7	19	,	,	PUNCT
american_scientific_journal-3128	7	20	create	create	VERB
american_scientific_journal-3128	7	21	a	a	DET
american_scientific_journal-3128	7	22	non	non	ADJ
american_scientific_journal-3128	7	23	-	-	ADJ
american_scientific_journal-3128	7	24	muscular	muscular	ADJ
american_scientific_journal-3128	7	25	communication	communication	NOUN
american_scientific_journal-3128	7	26	channel	channel	NOUN
american_scientific_journal-3128	7	27	between	between	ADP
american_scientific_journal-3128	7	28	the	the	DET
american_scientific_journal-3128	7	29	brain	brain	NOUN
american_scientific_journal-3128	7	30	and	and	CCONJ
american_scientific_journal-3128	7	31	external	external	ADJ
american_scientific_journal-3128	7	32	world	world	NOUN
american_scientific_journal-3128	8	1	[	[	X
american_scientific_journal-3128	8	2	1	1	NUM
american_scientific_journal-3128	8	3	]	]	PUNCT
american_scientific_journal-3128	8	4	.	.	PUNCT
american_scientific_journal-3128	9	1	also	also	ADV
american_scientific_journal-3128	9	2	,	,	PUNCT
american_scientific_journal-3128	9	3	bci	bci	PROPN
american_scientific_journal-3128	9	4	systems	system	NOUN
american_scientific_journal-3128	9	5	would	would	AUX
american_scientific_journal-3128	9	6	facilitate	facilitate	VERB
american_scientific_journal-3128	9	7	interactions	interaction	NOUN
american_scientific_journal-3128	9	8	between	between	ADP
american_scientific_journal-3128	9	9	disabled	disabled	ADJ
american_scientific_journal-3128	9	10	people	people	NOUN
american_scientific_journal-3128	9	11	and	and	CCONJ
american_scientific_journal-3128	9	12	devices	device	NOUN
american_scientific_journal-3128	9	13	.	.	PUNCT
american_scientific_journal-3128	10	1	functional	functional	ADJ
american_scientific_journal-3128	10	2	brain	brain	NOUN
american_scientific_journal-3128	10	3	imaging	imaging	NOUN
american_scientific_journal-3128	10	4	modalities	modality	NOUN
american_scientific_journal-3128	10	5	such	such	ADJ
american_scientific_journal-3128	10	6	as	as	ADP
american_scientific_journal-3128	10	7	fmri	fmri	NOUN
american_scientific_journal-3128	10	8	,	,	PUNCT
american_scientific_journal-3128	10	9	fnirs	fnir	NOUN
american_scientific_journal-3128	10	10	,	,	PUNCT
american_scientific_journal-3128	10	11	and	and	CCONJ
american_scientific_journal-3128	10	12	eeg	eeg	NOUN
american_scientific_journal-3128	10	13	image	image	NOUN
american_scientific_journal-3128	10	14	the	the	DET
american_scientific_journal-3128	10	15	activities	activity	NOUN
american_scientific_journal-3128	10	16	in	in	ADP
american_scientific_journal-3128	10	17	the	the	DET
american_scientific_journal-3128	10	18	brain	brain	NOUN
american_scientific_journal-3128	10	19	.	.	PUNCT
american_scientific_journal-3128	11	1	the	the	DET
american_scientific_journal-3128	11	2	cheapest	cheap	ADJ
american_scientific_journal-3128	11	3	technique	technique	NOUN
american_scientific_journal-3128	11	4	is	be	AUX
american_scientific_journal-3128	11	5	electroencephalography	electroencephalography	NOUN
american_scientific_journal-3128	11	6	,	,	PUNCT
american_scientific_journal-3128	11	7	which	which	PRON
american_scientific_journal-3128	11	8	is	be	AUX
american_scientific_journal-3128	11	9	noninvasive	noninvasive	ADJ
american_scientific_journal-3128	11	10	[	[	X
american_scientific_journal-3128	11	11	2	2	NUM
american_scientific_journal-3128	11	12	]	]	PUNCT
american_scientific_journal-3128	11	13	.	.	PUNCT
american_scientific_journal-3128	12	1	electroencephalography	electroencephalography	NOUN
american_scientific_journal-3128	12	2	or	or	CCONJ
american_scientific_journal-3128	12	3	eeg	eeg	NOUN
american_scientific_journal-3128	12	4	is	be	AUX
american_scientific_journal-3128	12	5	a	a	DET
american_scientific_journal-3128	12	6	technique	technique	NOUN
american_scientific_journal-3128	12	7	for	for	ADP
american_scientific_journal-3128	12	8	the	the	DET
american_scientific_journal-3128	12	9	recording	recording	NOUN
american_scientific_journal-3128	12	10	of	of	ADP
american_scientific_journal-3128	12	11	electrical	electrical	ADJ
american_scientific_journal-3128	12	12	signals	signal	NOUN
american_scientific_journal-3128	12	13	coming	come	VERB
american_scientific_journal-3128	12	14	from	from	ADP
american_scientific_journal-3128	12	15	brain	brain	NOUN
american_scientific_journal-3128	12	16	activities	activity	NOUN
american_scientific_journal-3128	12	17	.	.	PUNCT
american_scientific_journal-3128	13	1	an	an	DET
american_scientific_journal-3128	13	2	eeg	eeg	NOUN
american_scientific_journal-3128	13	3	recording	recording	NOUN
american_scientific_journal-3128	13	4	is	be	AUX
american_scientific_journal-3128	13	5	based	base	VERB
american_scientific_journal-3128	13	6	on	on	ADP
american_scientific_journal-3128	13	7	voltage	voltage	NOUN
american_scientific_journal-3128	13	8	fluctuations	fluctuation	NOUN
american_scientific_journal-3128	13	9	,	,	PUNCT
american_scientific_journal-3128	13	10	resulting	result	VERB
american_scientific_journal-3128	13	11	from	from	ADP
american_scientific_journal-3128	13	12	ionic	ionic	ADJ
american_scientific_journal-3128	13	13	current	current	ADJ
american_scientific_journal-3128	13	14	flows	flow	NOUN
american_scientific_journal-3128	13	15	within	within	ADP
american_scientific_journal-3128	13	16	the	the	DET
american_scientific_journal-3128	13	17	neurons	neuron	NOUN
american_scientific_journal-3128	13	18	in	in	ADP
american_scientific_journal-3128	13	19	the	the	DET
american_scientific_journal-3128	13	20	brain	brain	NOUN
american_scientific_journal-3128	13	21	.	.	PUNCT
american_scientific_journal-3128	14	1	-----------------------------------------------------------------------	-----------------------------------------------------------------------	PUNCT
american_scientific_journal-3128	15	1	*	*	PUNCT
american_scientific_journal-3128	15	2	corresponding	correspond	VERB
american_scientific_journal-3128	15	3	author	author	NOUN
american_scientific_journal-3128	15	4	.	.	PUNCT
american_scientific_journal-3128	16	1	http://asrjetsjournal.org/	http://asrjetsjournal.org/	PROPN
american_scientific_journal-3128	16	2	american	american	PROPN
american_scientific_journal-3128	16	3	scientific	scientific	PROPN
american_scientific_journal-3128	16	4	research	research	NOUN
american_scientific_journal-3128	16	5	journal	journal	NOUN
american_scientific_journal-3128	16	6	for	for	ADP
american_scientific_journal-3128	16	7	engineering	engineering	NOUN
american_scientific_journal-3128	16	8	,	,	PUNCT
american_scientific_journal-3128	16	9	technology	technology	NOUN
american_scientific_journal-3128	16	10	,	,	PUNCT
american_scientific_journal-3128	16	11	and	and	CCONJ
american_scientific_journal-3128	16	12	sciences	science	NOUN
american_scientific_journal-3128	16	13	(	(	PUNCT
american_scientific_journal-3128	16	14	asrjets	asrjet	NOUN
american_scientific_journal-3128	16	15	)	)	PUNCT
american_scientific_journal-3128	16	16	(	(	PUNCT
american_scientific_journal-3128	16	17	2017	2017	NUM
american_scientific_journal-3128	16	18	)	)	PUNCT
american_scientific_journal-3128	16	19	volume	volume	NOUN
american_scientific_journal-3128	16	20	33	33	NUM
american_scientific_journal-3128	16	21	,	,	PUNCT
american_scientific_journal-3128	16	22	no	no	DET
american_scientific_journal-3128	16	23	1	1	NUM
american_scientific_journal-3128	16	24	,	,	PUNCT
american_scientific_journal-3128	16	25	pp	pp	ADV
american_scientific_journal-3128	16	26	124	124	NUM
american_scientific_journal-3128	16	27	-	-	SYM
american_scientific_journal-3128	16	28	145	145	NUM
american_scientific_journal-3128	16	29	125	125	NUM
american_scientific_journal-3128	16	30	eeg	eeg	NOUN
american_scientific_journal-3128	16	31	has	have	VERB
american_scientific_journal-3128	16	32	a	a	DET
american_scientific_journal-3128	16	33	good	good	ADJ
american_scientific_journal-3128	16	34	temporal	temporal	ADJ
american_scientific_journal-3128	16	35	resolution	resolution	NOUN
american_scientific_journal-3128	16	36	,	,	PUNCT
american_scientific_journal-3128	16	37	and	and	CCONJ
american_scientific_journal-3128	16	38	these	these	DET
american_scientific_journal-3128	16	39	days	day	NOUN
american_scientific_journal-3128	16	40	it	it	PRON
american_scientific_journal-3128	16	41	is	be	AUX
american_scientific_journal-3128	16	42	used	use	VERB
american_scientific_journal-3128	16	43	in	in	ADP
american_scientific_journal-3128	16	44	dual	dual	ADJ
american_scientific_journal-3128	16	45	modality	modality	NOUN
american_scientific_journal-3128	16	46	fmri	fmri	NOUN
american_scientific_journal-3128	16	47	-	-	PUNCT
american_scientific_journal-3128	16	48	eeg	eeg	NOUN
american_scientific_journal-3128	16	49	in	in	ADP
american_scientific_journal-3128	16	50	the	the	DET
american_scientific_journal-3128	16	51	functional	functional	ADJ
american_scientific_journal-3128	16	52	brain	brain	NOUN
american_scientific_journal-3128	16	53	imaging	imaging	NOUN
american_scientific_journal-3128	16	54	[	[	X
american_scientific_journal-3128	16	55	3	3	NUM
american_scientific_journal-3128	16	56	]	]	PUNCT
american_scientific_journal-3128	16	57	.	.	PUNCT
american_scientific_journal-3128	17	1	although	although	SCONJ
american_scientific_journal-3128	17	2	eeg	eeg	PROPN
american_scientific_journal-3128	17	3	–	–	PUNCT
american_scientific_journal-3128	17	4	based	base	VERB
american_scientific_journal-3128	17	5	bci	bci	PROPN
american_scientific_journal-3128	17	6	systems	system	NOUN
american_scientific_journal-3128	17	7	have	have	VERB
american_scientific_journal-3128	17	8	the	the	DET
american_scientific_journal-3128	17	9	potential	potential	NOUN
american_scientific_journal-3128	17	10	to	to	PART
american_scientific_journal-3128	17	11	perform	perform	VERB
american_scientific_journal-3128	17	12	correctly	correctly	ADV
american_scientific_journal-3128	17	13	,	,	PUNCT
american_scientific_journal-3128	17	14	there	there	PRON
american_scientific_journal-3128	17	15	are	be	VERB
american_scientific_journal-3128	17	16	still	still	ADV
american_scientific_journal-3128	17	17	several	several	ADJ
american_scientific_journal-3128	17	18	problems	problem	NOUN
american_scientific_journal-3128	17	19	to	to	PART
american_scientific_journal-3128	17	20	achieve	achieve	VERB
american_scientific_journal-3128	17	21	an	an	DET
american_scientific_journal-3128	17	22	ideal	ideal	ADJ
american_scientific_journal-3128	17	23	accuracy	accuracy	NOUN
american_scientific_journal-3128	17	24	.	.	PUNCT
american_scientific_journal-3128	18	1	brain	brain	NOUN
american_scientific_journal-3128	18	2	computer	computer	NOUN
american_scientific_journal-3128	18	3	interfaces	interface	NOUN
american_scientific_journal-3128	18	4	uses	use	VERB
american_scientific_journal-3128	18	5	processed	process	VERB
american_scientific_journal-3128	18	6	eeg	eeg	NOUN
american_scientific_journal-3128	18	7	signals	signal	NOUN
american_scientific_journal-3128	18	8	.	.	PUNCT
american_scientific_journal-3128	19	1	the	the	DET
american_scientific_journal-3128	19	2	processing	processing	NOUN
american_scientific_journal-3128	19	3	of	of	ADP
american_scientific_journal-3128	19	4	eeg	eeg	NOUN
american_scientific_journal-3128	19	5	signals	signal	NOUN
american_scientific_journal-3128	19	6	,	,	PUNCT
american_scientific_journal-3128	19	7	which	which	PRON
american_scientific_journal-3128	19	8	is	be	AUX
american_scientific_journal-3128	19	9	a	a	DET
american_scientific_journal-3128	19	10	vast	vast	ADJ
american_scientific_journal-3128	19	11	research	research	NOUN
american_scientific_journal-3128	19	12	area	area	NOUN
american_scientific_journal-3128	19	13	,	,	PUNCT
american_scientific_journal-3128	19	14	includes	include	VERB
american_scientific_journal-3128	19	15	the	the	DET
american_scientific_journal-3128	19	16	extraction	extraction	NOUN
american_scientific_journal-3128	19	17	of	of	ADP
american_scientific_journal-3128	19	18	convenient	convenient	ADJ
american_scientific_journal-3128	19	19	and	and	CCONJ
american_scientific_journal-3128	19	20	discriminative	discriminative	NOUN
american_scientific_journal-3128	19	21	features	feature	NOUN
american_scientific_journal-3128	19	22	from	from	ADP
american_scientific_journal-3128	19	23	eeg	eeg	NOUN
american_scientific_journal-3128	19	24	signals	signal	NOUN
american_scientific_journal-3128	19	25	,	,	PUNCT
american_scientific_journal-3128	19	26	and	and	CCONJ
american_scientific_journal-3128	19	27	then	then	ADV
american_scientific_journal-3128	19	28	classifies	classify	VERB
american_scientific_journal-3128	19	29	these	these	DET
american_scientific_journal-3128	19	30	features	feature	NOUN
american_scientific_journal-3128	19	31	into	into	ADP
american_scientific_journal-3128	19	32	several	several	ADJ
american_scientific_journal-3128	19	33	clusters	cluster	NOUN
american_scientific_journal-3128	19	34	.	.	PUNCT
american_scientific_journal-3128	20	1	for	for	ADP
american_scientific_journal-3128	20	2	example	example	NOUN
american_scientific_journal-3128	20	3	bci	bci	PROPN
american_scientific_journal-3128	20	4	motor	motor	NOUN
american_scientific_journal-3128	20	5	-	-	PUNCT
american_scientific_journal-3128	20	6	disabled	disabled	ADJ
american_scientific_journal-3128	20	7	people	people	NOUN
american_scientific_journal-3128	20	8	need	need	VERB
american_scientific_journal-3128	20	9	to	to	PART
american_scientific_journal-3128	20	10	decide	decide	VERB
american_scientific_journal-3128	20	11	to	to	PART
american_scientific_journal-3128	20	12	do	do	VERB
american_scientific_journal-3128	20	13	a	a	DET
american_scientific_journal-3128	20	14	task	task	NOUN
american_scientific_journal-3128	20	15	mentally	mentally	ADV
american_scientific_journal-3128	20	16	.	.	PUNCT
american_scientific_journal-3128	21	1	the	the	DET
american_scientific_journal-3128	21	2	bci	bci	PROPN
american_scientific_journal-3128	21	3	will	will	AUX
american_scientific_journal-3128	21	4	detect	detect	VERB
american_scientific_journal-3128	21	5	the	the	DET
american_scientific_journal-3128	21	6	changes	change	NOUN
american_scientific_journal-3128	21	7	in	in	ADP
american_scientific_journal-3128	21	8	eeg	eeg	PROPN
american_scientific_journal-3128	21	9	,	,	PUNCT
american_scientific_journal-3128	21	10	which	which	PRON
american_scientific_journal-3128	21	11	have	have	AUX
american_scientific_journal-3128	21	12	been	be	AUX
american_scientific_journal-3128	21	13	affected	affect	VERB
american_scientific_journal-3128	21	14	by	by	ADP
american_scientific_journal-3128	21	15	a	a	DET
american_scientific_journal-3128	21	16	patient	patient	NOUN
american_scientific_journal-3128	21	17	’s	’s	PART
american_scientific_journal-3128	21	18	mental	mental	ADJ
american_scientific_journal-3128	21	19	task	task	NOUN
american_scientific_journal-3128	21	20	,	,	PUNCT
american_scientific_journal-3128	21	21	and	and	CCONJ
american_scientific_journal-3128	21	22	it	it	PRON
american_scientific_journal-3128	21	23	will	will	AUX
american_scientific_journal-3128	21	24	function	function	VERB
american_scientific_journal-3128	21	25	instead	instead	ADV
american_scientific_journal-3128	21	26	of	of	ADP
american_scientific_journal-3128	21	27	them	they	PRON
american_scientific_journal-3128	22	1	[	[	X
american_scientific_journal-3128	22	2	1,2	1,2	NUM
american_scientific_journal-3128	22	3	]	]	PUNCT
american_scientific_journal-3128	22	4	.	.	PUNCT
american_scientific_journal-3128	23	1	motor	motor	NOUN
american_scientific_journal-3128	23	2	-	-	PUNCT
american_scientific_journal-3128	23	3	imagery	imagery	NOUN
american_scientific_journal-3128	23	4	based	base	VERB
american_scientific_journal-3128	23	5	bci	bci	PROPN
american_scientific_journal-3128	23	6	(	(	PUNCT
american_scientific_journal-3128	23	7	mi	mi	PROPN
american_scientific_journal-3128	23	8	-	-	ADJ
american_scientific_journal-3128	23	9	bci	bci	NOUN
american_scientific_journal-3128	23	10	)	)	PUNCT
american_scientific_journal-3128	23	11	processes	process	VERB
american_scientific_journal-3128	23	12	the	the	DET
american_scientific_journal-3128	23	13	brain	brain	NOUN
american_scientific_journal-3128	23	14	signals	signal	NOUN
american_scientific_journal-3128	23	15	from	from	ADP
american_scientific_journal-3128	23	16	the	the	DET
american_scientific_journal-3128	23	17	imaginations	imagination	NOUN
american_scientific_journal-3128	23	18	of	of	ADP
american_scientific_journal-3128	23	19	left	left	ADJ
american_scientific_journal-3128	23	20	or	or	CCONJ
american_scientific_journal-3128	23	21	right	right	ADJ
american_scientific_journal-3128	23	22	hand	hand	NOUN
american_scientific_journal-3128	23	23	movements	movement	NOUN
american_scientific_journal-3128	23	24	.	.	PUNCT
american_scientific_journal-3128	24	1	it	it	PRON
american_scientific_journal-3128	24	2	is	be	AUX
american_scientific_journal-3128	24	3	developed	develop	VERB
american_scientific_journal-3128	24	4	based	base	VERB
american_scientific_journal-3128	24	5	on	on	ADP
american_scientific_journal-3128	24	6	the	the	DET
american_scientific_journal-3128	24	7	neural	neural	ADJ
american_scientific_journal-3128	24	8	activation	activation	NOUN
american_scientific_journal-3128	24	9	of	of	ADP
american_scientific_journal-3128	24	10	movement	movement	NOUN
american_scientific_journal-3128	24	11	and	and	CCONJ
american_scientific_journal-3128	24	12	movement	movement	NOUN
american_scientific_journal-3128	24	13	imaginations	imagination	NOUN
american_scientific_journal-3128	24	14	.	.	PUNCT
american_scientific_journal-3128	25	1	the	the	DET
american_scientific_journal-3128	25	2	movement	movement	NOUN
american_scientific_journal-3128	25	3	related	relate	VERB
american_scientific_journal-3128	25	4	features	feature	NOUN
american_scientific_journal-3128	25	5	of	of	ADP
american_scientific_journal-3128	25	6	eeg	eeg	NOUN
american_scientific_journal-3128	25	7	are	be	AUX
american_scientific_journal-3128	25	8	derived	derive	VERB
american_scientific_journal-3128	25	9	from	from	ADP
american_scientific_journal-3128	25	10	movement	movement	NOUN
american_scientific_journal-3128	25	11	related	relate	VERB
american_scientific_journal-3128	25	12	potential	potential	NOUN
american_scientific_journal-3128	25	13	(	(	PUNCT
american_scientific_journal-3128	25	14	mrp	mrp	NOUN
american_scientific_journal-3128	25	15	)	)	PUNCT
american_scientific_journal-3128	25	16	or	or	CCONJ
american_scientific_journal-3128	25	17	event	event	NOUN
american_scientific_journal-3128	25	18	-	-	PUNCT
american_scientific_journal-3128	25	19	related	relate	VERB
american_scientific_journal-3128	25	20	de	de	NOUN
american_scientific_journal-3128	25	21	-	-	NOUN
american_scientific_journal-3128	25	22	synchronization	synchronization	NOUN
american_scientific_journal-3128	25	23	/	/	SYM
american_scientific_journal-3128	25	24	synchronization	synchronization	NOUN
american_scientific_journal-3128	25	25	(	(	PUNCT
american_scientific_journal-3128	25	26	erd/	erd/	NOUN
american_scientific_journal-3128	25	27	ers	er	NOUN
american_scientific_journal-3128	25	28	)	)	PUNCT
american_scientific_journal-3128	25	29	,	,	PUNCT
american_scientific_journal-3128	25	30	which	which	PRON
american_scientific_journal-3128	25	31	are	be	AUX
american_scientific_journal-3128	25	32	not	not	PART
american_scientific_journal-3128	25	33	studied	study	VERB
american_scientific_journal-3128	25	34	in	in	ADP
american_scientific_journal-3128	25	35	this	this	DET
american_scientific_journal-3128	25	36	work	work	NOUN
american_scientific_journal-3128	25	37	.	.	PUNCT
american_scientific_journal-3128	26	1	the	the	DET
american_scientific_journal-3128	26	2	neuronal	neuronal	ADJ
american_scientific_journal-3128	26	3	activation	activation	NOUN
american_scientific_journal-3128	26	4	,	,	PUNCT
american_scientific_journal-3128	26	5	during	during	ADP
american_scientific_journal-3128	26	6	the	the	DET
american_scientific_journal-3128	26	7	preparation	preparation	NOUN
american_scientific_journal-3128	26	8	of	of	ADP
american_scientific_journal-3128	26	9	movement	movement	NOUN
american_scientific_journal-3128	26	10	,	,	PUNCT
american_scientific_journal-3128	26	11	results	result	NOUN
american_scientific_journal-3128	26	12	in	in	ADP
american_scientific_journal-3128	26	13	contra	contra	ADJ
american_scientific_journal-3128	26	14	-	-	ADJ
american_scientific_journal-3128	26	15	lateral	lateral	ADJ
american_scientific_journal-3128	26	16	effects	effect	NOUN
american_scientific_journal-3128	26	17	of	of	ADP
american_scientific_journal-3128	26	18	eeg	eeg	NOUN
american_scientific_journal-3128	26	19	and	and	CCONJ
american_scientific_journal-3128	26	20	this	this	PRON
american_scientific_journal-3128	26	21	is	be	AUX
american_scientific_journal-3128	26	22	termed	term	VERB
american_scientific_journal-3128	26	23	as	as	ADP
american_scientific_journal-3128	26	24	readiness	readiness	NOUN
american_scientific_journal-3128	26	25	potential	potential	NOUN
american_scientific_journal-3128	26	26	(	(	PUNCT
american_scientific_journal-3128	26	27	rp	rp	NOUN
american_scientific_journal-3128	26	28	)	)	PUNCT
american_scientific_journal-3128	27	1	[	[	X
american_scientific_journal-3128	27	2	4	4	NUM
american_scientific_journal-3128	27	3	]	]	PUNCT
american_scientific_journal-3128	27	4	.	.	PUNCT
american_scientific_journal-3128	28	1	as	as	SCONJ
american_scientific_journal-3128	28	2	artifacts	artifact	NOUN
american_scientific_journal-3128	28	3	might	might	AUX
american_scientific_journal-3128	28	4	affect	affect	VERB
american_scientific_journal-3128	28	5	the	the	DET
american_scientific_journal-3128	28	6	deterioration	deterioration	NOUN
american_scientific_journal-3128	28	7	of	of	ADP
american_scientific_journal-3128	28	8	the	the	DET
american_scientific_journal-3128	28	9	accuracy	accuracy	NOUN
american_scientific_journal-3128	28	10	of	of	ADP
american_scientific_journal-3128	28	11	a	a	DET
american_scientific_journal-3128	28	12	bci	bci	NOUN
american_scientific_journal-3128	28	13	system	system	NOUN
american_scientific_journal-3128	28	14	,	,	PUNCT
american_scientific_journal-3128	28	15	it	it	PRON
american_scientific_journal-3128	28	16	is	be	AUX
american_scientific_journal-3128	28	17	mandatory	mandatory	ADJ
american_scientific_journal-3128	28	18	to	to	PART
american_scientific_journal-3128	28	19	handle	handle	VERB
american_scientific_journal-3128	28	20	artifacts	artifact	NOUN
american_scientific_journal-3128	28	21	,	,	PUNCT
american_scientific_journal-3128	28	22	or	or	CCONJ
american_scientific_journal-3128	28	23	to	to	PART
american_scientific_journal-3128	28	24	design	design	VERB
american_scientific_journal-3128	28	25	bci	bci	ADJ
american_scientific_journal-3128	28	26	systems	system	NOUN
american_scientific_journal-3128	28	27	,	,	PUNCT
american_scientific_journal-3128	28	28	whose	whose	DET
american_scientific_journal-3128	28	29	performance	performance	NOUN
american_scientific_journal-3128	28	30	is	be	AUX
american_scientific_journal-3128	28	31	robust	robust	ADJ
american_scientific_journal-3128	28	32	in	in	ADP
american_scientific_journal-3128	28	33	the	the	DET
american_scientific_journal-3128	28	34	presence	presence	NOUN
american_scientific_journal-3128	28	35	of	of	ADP
american_scientific_journal-3128	28	36	artifacts	artifact	NOUN
american_scientific_journal-3128	28	37	.	.	PUNCT
american_scientific_journal-3128	29	1	many	many	ADJ
american_scientific_journal-3128	29	2	studies	study	NOUN
american_scientific_journal-3128	29	3	show	show	VERB
american_scientific_journal-3128	29	4	the	the	DET
american_scientific_journal-3128	29	5	focus	focus	NOUN
american_scientific_journal-3128	29	6	on	on	ADP
american_scientific_journal-3128	29	7	the	the	DET
american_scientific_journal-3128	29	8	noise	noise	NOUN
american_scientific_journal-3128	29	9	removal	removal	NOUN
american_scientific_journal-3128	29	10	in	in	ADP
american_scientific_journal-3128	29	11	single	single	ADJ
american_scientific_journal-3128	29	12	-	-	PUNCT
american_scientific_journal-3128	29	13	trial	trial	NOUN
american_scientific_journal-3128	29	14	eeg	eeg	NOUN
american_scientific_journal-3128	29	15	,	,	PUNCT
american_scientific_journal-3128	29	16	where	where	SCONJ
american_scientific_journal-3128	29	17	the	the	DET
american_scientific_journal-3128	29	18	average	average	NOUN
american_scientific_journal-3128	29	19	of	of	ADP
american_scientific_journal-3128	29	20	multi	multi	NOUN
american_scientific_journal-3128	29	21	-	-	NOUN
american_scientific_journal-3128	29	22	trials	trial	NOUN
american_scientific_journal-3128	29	23	is	be	AUX
american_scientific_journal-3128	29	24	not	not	PART
american_scientific_journal-3128	29	25	available	available	ADJ
american_scientific_journal-3128	29	26	[	[	X
american_scientific_journal-3128	29	27	5	5	NUM
american_scientific_journal-3128	29	28	]	]	PUNCT
american_scientific_journal-3128	29	29	.	.	PUNCT
american_scientific_journal-3128	30	1	in	in	ADP
american_scientific_journal-3128	30	2	this	this	DET
american_scientific_journal-3128	30	3	course	course	NOUN
american_scientific_journal-3128	30	4	project	project	NOUN
american_scientific_journal-3128	30	5	real	real	ADJ
american_scientific_journal-3128	30	6	movement	movement	NOUN
american_scientific_journal-3128	30	7	stimulations	stimulation	NOUN
american_scientific_journal-3128	30	8	(	(	PUNCT
american_scientific_journal-3128	30	9	not	not	PART
american_scientific_journal-3128	30	10	a	a	DET
american_scientific_journal-3128	30	11	mental	mental	ADJ
american_scientific_journal-3128	30	12	task	task	NOUN
american_scientific_journal-3128	30	13	)	)	PUNCT
american_scientific_journal-3128	30	14	on	on	ADP
american_scientific_journal-3128	30	15	the	the	DET
american_scientific_journal-3128	30	16	left	left	ADJ
american_scientific_journal-3128	30	17	and	and	CCONJ
american_scientific_journal-3128	30	18	right	right	ADJ
american_scientific_journal-3128	30	19	hand	hand	NOUN
american_scientific_journal-3128	30	20	were	be	AUX
american_scientific_journal-3128	30	21	performed	perform	VERB
american_scientific_journal-3128	30	22	by	by	ADP
american_scientific_journal-3128	30	23	two	two	NUM
american_scientific_journal-3128	30	24	subjects	subject	NOUN
american_scientific_journal-3128	30	25	.	.	PUNCT
american_scientific_journal-3128	31	1	eeg	eeg	NOUN
american_scientific_journal-3128	31	2	signals	signal	NOUN
american_scientific_journal-3128	31	3	through	through	ADP
american_scientific_journal-3128	31	4	four	four	NUM
american_scientific_journal-3128	31	5	channels	channel	NOUN
american_scientific_journal-3128	31	6	were	be	AUX
american_scientific_journal-3128	31	7	recorded	record	VERB
american_scientific_journal-3128	31	8	during	during	ADP
american_scientific_journal-3128	31	9	almost	almost	ADV
american_scientific_journal-3128	31	10	10	10	NUM
american_scientific_journal-3128	31	11	seconds	second	NOUN
american_scientific_journal-3128	31	12	without	without	ADP
american_scientific_journal-3128	31	13	a	a	DET
american_scientific_journal-3128	31	14	baseline	baseline	NOUN
american_scientific_journal-3128	31	15	.	.	PUNCT
american_scientific_journal-3128	32	1	after	after	ADP
american_scientific_journal-3128	32	2	data	data	NOUN
american_scientific_journal-3128	32	3	collection	collection	NOUN
american_scientific_journal-3128	32	4	,	,	PUNCT
american_scientific_journal-3128	32	5	several	several	ADJ
american_scientific_journal-3128	32	6	pre	pre	ADJ
american_scientific_journal-3128	32	7	-	-	ADJ
american_scientific_journal-3128	32	8	processing	processing	ADJ
american_scientific_journal-3128	32	9	tasks	task	NOUN
american_scientific_journal-3128	32	10	were	be	AUX
american_scientific_journal-3128	32	11	applied	apply	VERB
american_scientific_journal-3128	32	12	on	on	ADP
american_scientific_journal-3128	32	13	signals	signal	NOUN
american_scientific_journal-3128	32	14	such	such	ADJ
american_scientific_journal-3128	32	15	as	as	ADP
american_scientific_journal-3128	32	16	filtering	filter	VERB
american_scientific_journal-3128	32	17	,	,	PUNCT
american_scientific_journal-3128	32	18	removing	remove	VERB
american_scientific_journal-3128	32	19	zeros	zero	NOUN
american_scientific_journal-3128	32	20	,	,	PUNCT
american_scientific_journal-3128	32	21	and	and	CCONJ
american_scientific_journal-3128	32	22	normalization	normalization	NOUN
american_scientific_journal-3128	32	23	.	.	PUNCT
american_scientific_journal-3128	33	1	the	the	DET
american_scientific_journal-3128	33	2	important	important	ADJ
american_scientific_journal-3128	33	3	and	and	CCONJ
american_scientific_journal-3128	33	4	principal	principal	ADJ
american_scientific_journal-3128	33	5	features	feature	NOUN
american_scientific_journal-3128	33	6	related	relate	VERB
american_scientific_journal-3128	33	7	to	to	ADP
american_scientific_journal-3128	33	8	motor	motor	NOUN
american_scientific_journal-3128	33	9	cortex	cortex	NOUN
american_scientific_journal-3128	33	10	stimulation	stimulation	NOUN
american_scientific_journal-3128	33	11	are	be	AUX
american_scientific_journal-3128	33	12	eeg	eeg	NOUN
american_scientific_journal-3128	33	13	components	component	NOUN
american_scientific_journal-3128	33	14	such	such	ADJ
american_scientific_journal-3128	33	15	as	as	ADP
american_scientific_journal-3128	33	16	delta	delta	NOUN
american_scientific_journal-3128	33	17	(	(	PUNCT
american_scientific_journal-3128	33	18	1.0	1.0	NUM
american_scientific_journal-3128	33	19	-	-	SYM
american_scientific_journal-3128	33	20	3.5	3.5	NUM
american_scientific_journal-3128	33	21	hz	hz	NOUN
american_scientific_journal-3128	33	22	)	)	PUNCT
american_scientific_journal-3128	33	23	,	,	PUNCT
american_scientific_journal-3128	33	24	theta	theta	NOUN
american_scientific_journal-3128	33	25	(	(	PUNCT
american_scientific_journal-3128	33	26	4.0	4.0	NUM
american_scientific_journal-3128	33	27	-	-	SYM
american_scientific_journal-3128	33	28	7.5	7.5	NUM
american_scientific_journal-3128	33	29	hz	hz	NOUN
american_scientific_journal-3128	33	30	)	)	PUNCT
american_scientific_journal-3128	33	31	,	,	PUNCT
american_scientific_journal-3128	33	32	alpha	alpha	NOUN
american_scientific_journal-3128	33	33	(	(	PUNCT
american_scientific_journal-3128	33	34	8.0	8.0	NUM
american_scientific_journal-3128	33	35	-	-	SYM
american_scientific_journal-3128	33	36	12.0	12.0	NUM
american_scientific_journal-3128	33	37	hz	hz	NOUN
american_scientific_journal-3128	33	38	)	)	PUNCT
american_scientific_journal-3128	33	39	,	,	PUNCT
american_scientific_journal-3128	33	40	beta	beta	NOUN
american_scientific_journal-3128	33	41	-	-	PUNCT
american_scientific_journal-3128	33	42	l	l	NOUN
american_scientific_journal-3128	33	43	(	(	PUNCT
american_scientific_journal-3128	33	44	12.5	12.5	NUM
american_scientific_journal-3128	33	45	-	-	SYM
american_scientific_journal-3128	33	46	20.5	20.5	NUM
american_scientific_journal-3128	33	47	hz	hz	NOUN
american_scientific_journal-3128	33	48	)	)	PUNCT
american_scientific_journal-3128	33	49	,	,	PUNCT
american_scientific_journal-3128	33	50	beta-2	beta-2	NUM
american_scientific_journal-3128	33	51	(	(	PUNCT
american_scientific_journal-3128	33	52	21.0	21.0	NUM
american_scientific_journal-3128	33	53	-	-	SYM
american_scientific_journal-3128	33	54	30.0	30.0	NUM
american_scientific_journal-3128	33	55	hz	hz	NOUN
american_scientific_journal-3128	33	56	)	)	PUNCT
american_scientific_journal-3128	33	57	.	.	PUNCT
american_scientific_journal-3128	34	1	after	after	ADP
american_scientific_journal-3128	34	2	feature	feature	NOUN
american_scientific_journal-3128	34	3	selection	selection	NOUN
american_scientific_journal-3128	34	4	,	,	PUNCT
american_scientific_journal-3128	34	5	the	the	DET
american_scientific_journal-3128	34	6	window	window	NOUN
american_scientific_journal-3128	34	7	-	-	PUNCT
american_scientific_journal-3128	34	8	based	base	VERB
american_scientific_journal-3128	34	9	feature	feature	NOUN
american_scientific_journal-3128	34	10	extraction	extraction	NOUN
american_scientific_journal-3128	34	11	was	be	AUX
american_scientific_journal-3128	34	12	performed	perform	VERB
american_scientific_journal-3128	34	13	using	use	VERB
american_scientific_journal-3128	34	14	the	the	DET
american_scientific_journal-3128	34	15	average	average	ADJ
american_scientific_journal-3128	34	16	and	and	CCONJ
american_scientific_journal-3128	34	17	standard	standard	ADJ
american_scientific_journal-3128	34	18	deviation	deviation	NOUN
american_scientific_journal-3128	34	19	of	of	ADP
american_scientific_journal-3128	34	20	mentioned	mention	VERB
american_scientific_journal-3128	34	21	eeg	eeg	NOUN
american_scientific_journal-3128	34	22	component	component	NOUN
american_scientific_journal-3128	34	23	[	[	X
american_scientific_journal-3128	34	24	6,7,8,9	6,7,8,9	NUM
american_scientific_journal-3128	34	25	]	]	PUNCT
american_scientific_journal-3128	34	26	.	.	PUNCT
american_scientific_journal-3128	35	1	in	in	ADP
american_scientific_journal-3128	35	2	order	order	NOUN
american_scientific_journal-3128	35	3	to	to	PART
american_scientific_journal-3128	35	4	compare	compare	VERB
american_scientific_journal-3128	35	5	different	different	ADJ
american_scientific_journal-3128	35	6	classification	classification	NOUN
american_scientific_journal-3128	35	7	methods	method	NOUN
american_scientific_journal-3128	35	8	,	,	PUNCT
american_scientific_journal-3128	35	9	several	several	ADJ
american_scientific_journal-3128	35	10	pattern	pattern	NOUN
american_scientific_journal-3128	35	11	recognition	recognition	NOUN
american_scientific_journal-3128	35	12	approaches	approach	VERB
american_scientific_journal-3128	35	13	such	such	ADJ
american_scientific_journal-3128	35	14	as	as	ADP
american_scientific_journal-3128	35	15	support	support	NOUN
american_scientific_journal-3128	35	16	vector	vector	NOUN
american_scientific_journal-3128	35	17	machine	machine	NOUN
american_scientific_journal-3128	35	18	,	,	PUNCT
american_scientific_journal-3128	35	19	k	k	X
american_scientific_journal-3128	35	20	-	-	PUNCT
american_scientific_journal-3128	35	21	nearest	near	ADJ
american_scientific_journal-3128	35	22	neighbor	neighbor	NOUN
american_scientific_journal-3128	35	23	algorithm	algorithm	NOUN
american_scientific_journal-3128	35	24	(	(	PUNCT
american_scientific_journal-3128	35	25	k	k	NOUN
american_scientific_journal-3128	35	26	-	-	PUNCT
american_scientific_journal-3128	35	27	nn	nn	NOUN
american_scientific_journal-3128	35	28	)	)	PUNCT
american_scientific_journal-3128	35	29	and	and	CCONJ
american_scientific_journal-3128	35	30	artificial	artificial	ADJ
american_scientific_journal-3128	35	31	neural	neural	ADJ
american_scientific_journal-3128	35	32	network	network	NOUN
american_scientific_journal-3128	35	33	were	be	AUX
american_scientific_journal-3128	35	34	used	use	VERB
american_scientific_journal-3128	35	35	,	,	PUNCT
american_scientific_journal-3128	35	36	and	and	CCONJ
american_scientific_journal-3128	35	37	results	result	NOUN
american_scientific_journal-3128	35	38	were	be	AUX
american_scientific_journal-3128	35	39	compared	compare	VERB
american_scientific_journal-3128	35	40	.	.	PUNCT
american_scientific_journal-3128	36	1	two	two	NUM
american_scientific_journal-3128	36	2	approaches	approach	NOUN
american_scientific_journal-3128	36	3	of	of	ADP
american_scientific_journal-3128	36	4	feature	feature	NOUN
american_scientific_journal-3128	36	5	extraction	extraction	NOUN
american_scientific_journal-3128	36	6	were	be	AUX
american_scientific_journal-3128	36	7	considered	consider	VERB
american_scientific_journal-3128	36	8	,	,	PUNCT
american_scientific_journal-3128	36	9	called	call	VERB
american_scientific_journal-3128	36	10	online	online	ADV
american_scientific_journal-3128	36	11	and	and	CCONJ
american_scientific_journal-3128	36	12	offline	offline	ADJ
american_scientific_journal-3128	36	13	feature	feature	NOUN
american_scientific_journal-3128	36	14	extraction	extraction	NOUN
american_scientific_journal-3128	36	15	techniques	technique	NOUN
american_scientific_journal-3128	36	16	.	.	PUNCT
american_scientific_journal-3128	37	1	as	as	SCONJ
american_scientific_journal-3128	37	2	mentioned	mention	VERB
american_scientific_journal-3128	37	3	before	before	ADV
american_scientific_journal-3128	37	4	,	,	PUNCT
american_scientific_journal-3128	37	5	bci	bci	PROPN
american_scientific_journal-3128	37	6	systems	system	NOUN
american_scientific_journal-3128	37	7	are	be	AUX
american_scientific_journal-3128	37	8	often	often	ADV
american_scientific_journal-3128	37	9	active	active	ADJ
american_scientific_journal-3128	37	10	,	,	PUNCT
american_scientific_journal-3128	37	11	and	and	CCONJ
american_scientific_journal-3128	37	12	they	they	PRON
american_scientific_journal-3128	37	13	work	work	VERB
american_scientific_journal-3128	37	14	in	in	ADP
american_scientific_journal-3128	37	15	real	real	ADJ
american_scientific_journal-3128	37	16	time	time	NOUN
american_scientific_journal-3128	37	17	.	.	PUNCT
american_scientific_journal-3128	38	1	so	so	ADV
american_scientific_journal-3128	38	2	,	,	PUNCT
american_scientific_journal-3128	38	3	an	an	DET
american_scientific_journal-3128	38	4	online	online	ADJ
american_scientific_journal-3128	38	5	approach	approach	NOUN
american_scientific_journal-3128	38	6	of	of	ADP
american_scientific_journal-3128	38	7	feature	feature	NOUN
american_scientific_journal-3128	38	8	extraction	extraction	NOUN
american_scientific_journal-3128	38	9	is	be	AUX
american_scientific_journal-3128	38	10	needed	need	VERB
american_scientific_journal-3128	38	11	.	.	PUNCT
american_scientific_journal-3128	39	1	the	the	DET
american_scientific_journal-3128	39	2	online	online	ADJ
american_scientific_journal-3128	39	3	method	method	NOUN
american_scientific_journal-3128	39	4	represents	represent	VERB
american_scientific_journal-3128	39	5	a	a	DET
american_scientific_journal-3128	39	6	feature	feature	NOUN
american_scientific_journal-3128	39	7	extraction	extraction	NOUN
american_scientific_journal-3128	39	8	based	base	VERB
american_scientific_journal-3128	39	9	on	on	ADP
american_scientific_journal-3128	39	10	dividing	divide	VERB
american_scientific_journal-3128	39	11	eeg	eeg	NOUN
american_scientific_journal-3128	39	12	signals	signal	NOUN
american_scientific_journal-3128	39	13	to	to	ADP
american_scientific_journal-3128	39	14	several	several	ADJ
american_scientific_journal-3128	39	15	segments	segment	NOUN
american_scientific_journal-3128	39	16	and	and	CCONJ
american_scientific_journal-3128	39	17	calculating	calculate	VERB
american_scientific_journal-3128	39	18	features	feature	NOUN
american_scientific_journal-3128	39	19	,	,	PUNCT
american_scientific_journal-3128	39	20	while	while	SCONJ
american_scientific_journal-3128	39	21	the	the	DET
american_scientific_journal-3128	39	22	offline	offline	ADJ
american_scientific_journal-3128	39	23	method	method	NOUN
american_scientific_journal-3128	39	24	will	will	AUX
american_scientific_journal-3128	39	25	measure	measure	VERB
american_scientific_journal-3128	39	26	feature	feature	NOUN
american_scientific_journal-3128	39	27	from	from	ADP
american_scientific_journal-3128	39	28	the	the	DET
american_scientific_journal-3128	39	29	whole	whole	ADJ
american_scientific_journal-3128	39	30	signals	signal	NOUN
american_scientific_journal-3128	39	31	.	.	PUNCT
american_scientific_journal-3128	40	1	for	for	ADP
american_scientific_journal-3128	40	2	segmentation	segmentation	NOUN
american_scientific_journal-3128	40	3	of	of	ADP
american_scientific_journal-3128	40	4	the	the	DET
american_scientific_journal-3128	40	5	eeg	eeg	NOUN
american_scientific_journal-3128	40	6	signal	signal	NOUN
american_scientific_journal-3128	40	7	,	,	PUNCT
american_scientific_journal-3128	40	8	it	it	PRON
american_scientific_journal-3128	40	9	is	be	AUX
american_scientific_journal-3128	40	10	necessary	necessary	ADJ
american_scientific_journal-3128	40	11	to	to	PART
american_scientific_journal-3128	40	12	use	use	VERB
american_scientific_journal-3128	40	13	a	a	DET
american_scientific_journal-3128	40	14	moving	move	VERB
american_scientific_journal-3128	40	15	time	time	NOUN
american_scientific_journal-3128	40	16	window	window	NOUN
american_scientific_journal-3128	40	17	,	,	PUNCT
american_scientific_journal-3128	40	18	which	which	PRON
american_scientific_journal-3128	40	19	is	be	AUX
american_scientific_journal-3128	40	20	small	small	ADJ
american_scientific_journal-3128	40	21	enough	enough	ADV
american_scientific_journal-3128	40	22	to	to	PART
american_scientific_journal-3128	40	23	approximate	approximate	VERB
american_scientific_journal-3128	40	24	the	the	DET
american_scientific_journal-3128	40	25	stationary	stationary	NOUN
american_scientific_journal-3128	40	26	of	of	ADP
american_scientific_journal-3128	40	27	the	the	DET
american_scientific_journal-3128	40	28	underlying	underlie	VERB
american_scientific_journal-3128	40	29	process	process	NOUN
american_scientific_journal-3128	40	30	.	.	PUNCT
american_scientific_journal-3128	41	1	in	in	ADP
american_scientific_journal-3128	41	2	the	the	DET
american_scientific_journal-3128	41	3	classification	classification	NOUN
american_scientific_journal-3128	41	4	step	step	NOUN
american_scientific_journal-3128	41	5	,	,	PUNCT
american_scientific_journal-3128	41	6	some	some	DET
american_scientific_journal-3128	41	7	parameters	parameter	NOUN
american_scientific_journal-3128	41	8	of	of	ADP
american_scientific_journal-3128	41	9	classifiers	classifier	NOUN
american_scientific_journal-3128	41	10	were	be	AUX
american_scientific_journal-3128	41	11	changed	change	VERB
american_scientific_journal-3128	41	12	in	in	ADP
american_scientific_journal-3128	41	13	order	order	NOUN
american_scientific_journal-3128	41	14	to	to	PART
american_scientific_journal-3128	41	15	achieve	achieve	VERB
american_scientific_journal-3128	41	16	a	a	DET
american_scientific_journal-3128	41	17	high	high	ADJ
american_scientific_journal-3128	41	18	performance	performance	NOUN
american_scientific_journal-3128	41	19	,	,	PUNCT
american_scientific_journal-3128	41	20	and	and	CCONJ
american_scientific_journal-3128	41	21	then	then	ADV
american_scientific_journal-3128	41	22	the	the	DET
american_scientific_journal-3128	41	23	results	result	NOUN
american_scientific_journal-3128	41	24	of	of	ADP
american_scientific_journal-3128	41	25	k	k	PROPN
american_scientific_journal-3128	41	26	nn	nn	PROPN
american_scientific_journal-3128	41	27	,	,	PUNCT
american_scientific_journal-3128	41	28	svm	svm	PROPN
american_scientific_journal-3128	41	29	,	,	PUNCT
american_scientific_journal-3128	41	30	and	and	CCONJ
american_scientific_journal-3128	41	31	ann	ann	PROPN
american_scientific_journal-3128	41	32	were	be	AUX
american_scientific_journal-3128	41	33	compared	compare	VERB
american_scientific_journal-3128	41	34	.	.	PUNCT
american_scientific_journal-3128	42	1	the	the	DET
american_scientific_journal-3128	42	2	accuracy	accuracy	NOUN
american_scientific_journal-3128	42	3	of	of	ADP
american_scientific_journal-3128	42	4	this	this	DET
american_scientific_journal-3128	42	5	work	work	NOUN
american_scientific_journal-3128	42	6	is	be	AUX
american_scientific_journal-3128	42	7	lower	low	ADJ
american_scientific_journal-3128	42	8	than	than	ADP
american_scientific_journal-3128	42	9	one	one	NUM
american_scientific_journal-3128	42	10	presented	present	VERB
american_scientific_journal-3128	42	11	in	in	ADP
american_scientific_journal-3128	42	12	the	the	DET
american_scientific_journal-3128	42	13	literature	literature	NOUN
american_scientific_journal-3128	42	14	.	.	PUNCT
american_scientific_journal-3128	43	1	this	this	PRON
american_scientific_journal-3128	43	2	was	be	AUX
american_scientific_journal-3128	43	3	expected	expect	VERB
american_scientific_journal-3128	43	4	,	,	PUNCT
american_scientific_journal-3128	43	5	because	because	SCONJ
american_scientific_journal-3128	43	6	of	of	ADP
american_scientific_journal-3128	43	7	lack	lack	NOUN
american_scientific_journal-3128	43	8	of	of	ADP
american_scientific_journal-3128	43	9	data	datum	NOUN
american_scientific_journal-3128	43	10	and	and	CCONJ
american_scientific_journal-3128	43	11	the	the	DET
american_scientific_journal-3128	43	12	imprecise	imprecise	ADJ
american_scientific_journal-3128	43	13	data	datum	NOUN
american_scientific_journal-3128	43	14	collection	collection	NOUN
american_scientific_journal-3128	43	15	protocol	protocol	NOUN
american_scientific_journal-3128	43	16	.	.	PUNCT
american_scientific_journal-3128	44	1	the	the	DET
american_scientific_journal-3128	44	2	most	most	ADV
american_scientific_journal-3128	44	3	significant	significant	ADJ
american_scientific_journal-3128	44	4	conclusion	conclusion	NOUN
american_scientific_journal-3128	44	5	in	in	ADP
american_scientific_journal-3128	44	6	this	this	DET
american_scientific_journal-3128	44	7	work	work	NOUN
american_scientific_journal-3128	44	8	will	will	AUX
american_scientific_journal-3128	44	9	illustrate	illustrate	VERB
american_scientific_journal-3128	44	10	that	that	SCONJ
american_scientific_journal-3128	44	11	not	not	PART
american_scientific_journal-3128	44	12	only	only	ADV
american_scientific_journal-3128	44	13	a	a	DET
american_scientific_journal-3128	44	14	number	number	NOUN
american_scientific_journal-3128	44	15	of	of	ADP
american_scientific_journal-3128	44	16	data	datum	NOUN
american_scientific_journal-3128	44	17	can	can	AUX
american_scientific_journal-3128	44	18	affect	affect	VERB
american_scientific_journal-3128	44	19	results	result	NOUN
american_scientific_journal-3128	44	20	,	,	PUNCT
american_scientific_journal-3128	44	21	but	but	CCONJ
american_scientific_journal-3128	44	22	also	also	ADV
american_scientific_journal-3128	44	23	classifier	classifier	NOUN
american_scientific_journal-3128	44	24	selection	selection	NOUN
american_scientific_journal-3128	44	25	plays	play	VERB
american_scientific_journal-3128	44	26	an	an	DET
american_scientific_journal-3128	44	27	important	important	ADJ
american_scientific_journal-3128	44	28	role	role	NOUN
american_scientific_journal-3128	44	29	.	.	PUNCT
american_scientific_journal-3128	45	1	2	2	X
american_scientific_journal-3128	45	2	.	.	X
american_scientific_journal-3128	45	3	background	background	NOUN
american_scientific_journal-3128	45	4	the	the	DET
american_scientific_journal-3128	45	5	human	human	ADJ
american_scientific_journal-3128	45	6	brain	brain	NOUN
american_scientific_journal-3128	45	7	is	be	AUX
american_scientific_journal-3128	45	8	formed	form	VERB
american_scientific_journal-3128	45	9	of	of	ADP
american_scientific_journal-3128	45	10	several	several	ADJ
american_scientific_journal-3128	45	11	lobes	lobe	NOUN
american_scientific_journal-3128	45	12	,	,	PUNCT
american_scientific_journal-3128	45	13	which	which	PRON
american_scientific_journal-3128	45	14	are	be	AUX
american_scientific_journal-3128	45	15	responsible	responsible	ADJ
american_scientific_journal-3128	45	16	for	for	ADP
american_scientific_journal-3128	45	17	different	different	ADJ
american_scientific_journal-3128	45	18	functions	function	NOUN
american_scientific_journal-3128	45	19	,	,	PUNCT
american_scientific_journal-3128	45	20	such	such	ADJ
american_scientific_journal-3128	45	21	as	as	ADP
american_scientific_journal-3128	45	22	visual	visual	ADJ
american_scientific_journal-3128	45	23	or	or	CCONJ
american_scientific_journal-3128	45	24	auditory	auditory	ADJ
american_scientific_journal-3128	45	25	processing	processing	NOUN
american_scientific_journal-3128	45	26	systems	system	NOUN
american_scientific_journal-3128	45	27	and	and	CCONJ
american_scientific_journal-3128	45	28	etc	etc	X
american_scientific_journal-3128	45	29	.	.	PUNCT
american_scientific_journal-3128	46	1	the	the	DET
american_scientific_journal-3128	46	2	motor	motor	NOUN
american_scientific_journal-3128	46	3	areas	area	NOUN
american_scientific_journal-3128	46	4	are	be	AUX
american_scientific_journal-3128	46	5	located	locate	VERB
american_scientific_journal-3128	46	6	in	in	ADP
american_scientific_journal-3128	46	7	both	both	DET
american_scientific_journal-3128	46	8	hemispheres	hemisphere	NOUN
american_scientific_journal-3128	46	9	of	of	ADP
american_scientific_journal-3128	46	10	the	the	DET
american_scientific_journal-3128	46	11	cortex	cortex	NOUN
american_scientific_journal-3128	46	12	.	.	PUNCT
american_scientific_journal-3128	47	1	they	they	PRON
american_scientific_journal-3128	47	2	are	be	AUX
american_scientific_journal-3128	47	3	shaped	shape	VERB
american_scientific_journal-3128	47	4	like	like	ADP
american_scientific_journal-3128	47	5	a	a	DET
american_scientific_journal-3128	47	6	pair	pair	NOUN
american_scientific_journal-3128	47	7	of	of	ADP
american_scientific_journal-3128	47	8	headphones	headphone	NOUN
american_scientific_journal-3128	47	9	stretching	stretch	VERB
american_scientific_journal-3128	47	10	from	from	ADP
american_scientific_journal-3128	47	11	ear	ear	NOUN
american_scientific_journal-3128	47	12	to	to	ADP
american_scientific_journal-3128	47	13	ear	ear	NOUN
american_scientific_journal-3128	47	14	.	.	PUNCT
american_scientific_journal-3128	48	1	the	the	DET
american_scientific_journal-3128	48	2	motor	motor	NOUN
american_scientific_journal-3128	48	3	areas	area	NOUN
american_scientific_journal-3128	48	4	are	be	AUX
american_scientific_journal-3128	48	5	closely	closely	ADV
american_scientific_journal-3128	48	6	related	relate	VERB
american_scientific_journal-3128	48	7	to	to	ADP
american_scientific_journal-3128	48	8	the	the	DET
american_scientific_journal-3128	48	9	control	control	NOUN
american_scientific_journal-3128	48	10	of	of	ADP
american_scientific_journal-3128	48	11	voluntary	voluntary	ADJ
american_scientific_journal-3128	48	12	movements	movement	NOUN
american_scientific_journal-3128	48	13	,	,	PUNCT
american_scientific_journal-3128	48	14	especially	especially	ADV
american_scientific_journal-3128	48	15	fine	fine	ADJ
american_scientific_journal-3128	48	16	fragmented	fragmented	ADJ
american_scientific_journal-3128	48	17	movements	movement	NOUN
american_scientific_journal-3128	48	18	performed	perform	VERB
american_scientific_journal-3128	48	19	by	by	ADP
american_scientific_journal-3128	48	20	the	the	DET
american_scientific_journal-3128	48	21	hand	hand	NOUN
american_scientific_journal-3128	48	22	.	.	PUNCT
american_scientific_journal-3128	49	1	the	the	DET
american_scientific_journal-3128	49	2	right	right	ADJ
american_scientific_journal-3128	49	3	half	half	NOUN
american_scientific_journal-3128	49	4	of	of	ADP
american_scientific_journal-3128	49	5	the	the	DET
american_scientific_journal-3128	49	6	american	american	ADJ
american_scientific_journal-3128	49	7	scientific	scientific	PROPN
american_scientific_journal-3128	49	8	research	research	PROPN
american_scientific_journal-3128	49	9	journal	journal	NOUN
american_scientific_journal-3128	49	10	for	for	ADP
american_scientific_journal-3128	49	11	engineering	engineering	NOUN
american_scientific_journal-3128	49	12	,	,	PUNCT
american_scientific_journal-3128	49	13	technology	technology	NOUN
american_scientific_journal-3128	49	14	,	,	PUNCT
american_scientific_journal-3128	49	15	and	and	CCONJ
american_scientific_journal-3128	49	16	sciences	science	NOUN
american_scientific_journal-3128	49	17	(	(	PUNCT
american_scientific_journal-3128	49	18	asrjets	asrjet	NOUN
american_scientific_journal-3128	49	19	)	)	PUNCT
american_scientific_journal-3128	49	20	(	(	PUNCT
american_scientific_journal-3128	49	21	2017	2017	NUM
american_scientific_journal-3128	49	22	)	)	PUNCT
american_scientific_journal-3128	49	23	volume	volume	NOUN
american_scientific_journal-3128	49	24	33	33	NUM
american_scientific_journal-3128	49	25	,	,	PUNCT
american_scientific_journal-3128	49	26	no	no	DET
american_scientific_journal-3128	49	27	1	1	NUM
american_scientific_journal-3128	49	28	,	,	PUNCT
american_scientific_journal-3128	49	29	pp	pp	ADV
american_scientific_journal-3128	49	30	124	124	NUM
american_scientific_journal-3128	49	31	-	-	SYM
american_scientific_journal-3128	49	32	145	145	NUM
american_scientific_journal-3128	49	33	126	126	NUM
american_scientific_journal-3128	49	34	motor	motor	NOUN
american_scientific_journal-3128	49	35	area	area	NOUN
american_scientific_journal-3128	49	36	controls	control	VERB
american_scientific_journal-3128	49	37	the	the	DET
american_scientific_journal-3128	49	38	left	left	ADJ
american_scientific_journal-3128	49	39	side	side	NOUN
american_scientific_journal-3128	49	40	of	of	ADP
american_scientific_journal-3128	49	41	the	the	DET
american_scientific_journal-3128	49	42	body	body	NOUN
american_scientific_journal-3128	49	43	,	,	PUNCT
american_scientific_journal-3128	49	44	and	and	CCONJ
american_scientific_journal-3128	49	45	vice	vice	ADV
american_scientific_journal-3128	49	46	versa	versa	ADV
american_scientific_journal-3128	49	47	.	.	PUNCT
american_scientific_journal-3128	50	1	two	two	NUM
american_scientific_journal-3128	50	2	areas	area	NOUN
american_scientific_journal-3128	50	3	of	of	ADP
american_scientific_journal-3128	50	4	the	the	DET
american_scientific_journal-3128	50	5	cortex	cortex	NOUN
american_scientific_journal-3128	50	6	are	be	AUX
american_scientific_journal-3128	50	7	commonly	commonly	ADV
american_scientific_journal-3128	50	8	referred	refer	VERB
american_scientific_journal-3128	50	9	to	to	ADP
american_scientific_journal-3128	50	10	as	as	ADP
american_scientific_journal-3128	50	11	motor	motor	NOUN
american_scientific_journal-3128	50	12	:	:	PUNCT
american_scientific_journal-3128	50	13	1	1	NUM
american_scientific_journal-3128	50	14	)	)	PUNCT
american_scientific_journal-3128	50	15	primary	primary	ADJ
american_scientific_journal-3128	50	16	motor	motor	NOUN
american_scientific_journal-3128	50	17	cortex	cortex	NOUN
american_scientific_journal-3128	50	18	,	,	PUNCT
american_scientific_journal-3128	50	19	which	which	PRON
american_scientific_journal-3128	50	20	executes	execute	VERB
american_scientific_journal-3128	50	21	voluntary	voluntary	ADJ
american_scientific_journal-3128	50	22	movements	movement	NOUN
american_scientific_journal-3128	50	23	2	2	NUM
american_scientific_journal-3128	50	24	)	)	PUNCT
american_scientific_journal-3128	50	25	supplementary	supplementary	ADJ
american_scientific_journal-3128	50	26	motor	motor	NOUN
american_scientific_journal-3128	50	27	areas	area	NOUN
american_scientific_journal-3128	50	28	and	and	CCONJ
american_scientific_journal-3128	50	29	premotor	premotor	NOUN
american_scientific_journal-3128	50	30	cortex	cortex	NOUN
american_scientific_journal-3128	50	31	,	,	PUNCT
american_scientific_journal-3128	50	32	which	which	PRON
american_scientific_journal-3128	50	33	select	select	VERB
american_scientific_journal-3128	50	34	voluntary	voluntary	ADJ
american_scientific_journal-3128	50	35	movements	movement	NOUN
american_scientific_journal-3128	50	36	.	.	PUNCT
american_scientific_journal-3128	51	1	in	in	ADP
american_scientific_journal-3128	51	2	addition	addition	NOUN
american_scientific_journal-3128	51	3	,	,	PUNCT
american_scientific_journal-3128	51	4	motor	motor	NOUN
american_scientific_journal-3128	51	5	functions	function	NOUN
american_scientific_journal-3128	51	6	have	have	AUX
american_scientific_journal-3128	51	7	been	be	AUX
american_scientific_journal-3128	51	8	described	describe	VERB
american_scientific_journal-3128	51	9	for	for	ADP
american_scientific_journal-3128	51	10	:	:	PUNCT
american_scientific_journal-3128	51	11	1	1	NUM
american_scientific_journal-3128	51	12	)	)	PUNCT
american_scientific_journal-3128	51	13	posterior	posterior	ADJ
american_scientific_journal-3128	51	14	parietal	parietal	ADJ
american_scientific_journal-3128	51	15	cortex	cortex	NOUN
american_scientific_journal-3128	51	16	,	,	PUNCT
american_scientific_journal-3128	51	17	which	which	PRON
american_scientific_journal-3128	51	18	guides	guide	VERB
american_scientific_journal-3128	51	19	voluntary	voluntary	ADJ
american_scientific_journal-3128	51	20	movements	movement	NOUN
american_scientific_journal-3128	51	21	in	in	ADP
american_scientific_journal-3128	51	22	space	space	NOUN
american_scientific_journal-3128	51	23	;	;	PUNCT
american_scientific_journal-3128	51	24	2	2	X
american_scientific_journal-3128	51	25	)	)	PUNCT
american_scientific_journal-3128	51	26	dorsolateral	dorsolateral	ADJ
american_scientific_journal-3128	51	27	-	-	PUNCT
american_scientific_journal-3128	51	28	prefrontal	prefrontal	ADJ
american_scientific_journal-3128	51	29	cortex	cortex	NOUN
american_scientific_journal-3128	51	30	,	,	PUNCT
american_scientific_journal-3128	51	31	which	which	PRON
american_scientific_journal-3128	51	32	decides	decide	VERB
american_scientific_journal-3128	51	33	which	which	DET
american_scientific_journal-3128	51	34	voluntary	voluntary	ADJ
american_scientific_journal-3128	51	35	movements	movement	NOUN
american_scientific_journal-3128	51	36	to	to	PART
american_scientific_journal-3128	51	37	make	make	VERB
american_scientific_journal-3128	51	38	according	accord	VERB
american_scientific_journal-3128	51	39	to	to	ADP
american_scientific_journal-3128	51	40	higher	high	ADJ
american_scientific_journal-3128	51	41	-	-	PUNCT
american_scientific_journal-3128	51	42	order	order	NOUN
american_scientific_journal-3128	51	43	instructions	instruction	NOUN
american_scientific_journal-3128	51	44	,	,	PUNCT
american_scientific_journal-3128	51	45	rules	rule	NOUN
american_scientific_journal-3128	51	46	,	,	PUNCT
american_scientific_journal-3128	51	47	and	and	CCONJ
american_scientific_journal-3128	51	48	self	self	NOUN
american_scientific_journal-3128	51	49	-	-	PUNCT
american_scientific_journal-3128	51	50	generated	generate	VERB
american_scientific_journal-3128	51	51	thoughts	thought	NOUN
american_scientific_journal-3128	51	52	[	[	X
american_scientific_journal-3128	51	53	10,11	10,11	NOUN
american_scientific_journal-3128	51	54	]	]	PUNCT
american_scientific_journal-3128	51	55	.	.	PUNCT
american_scientific_journal-3128	52	1	in	in	ADP
american_scientific_journal-3128	52	2	the	the	DET
american_scientific_journal-3128	52	3	official	official	ADJ
american_scientific_journal-3128	52	4	10	10	NUM
american_scientific_journal-3128	52	5	-	-	SYM
american_scientific_journal-3128	52	6	20	20	NUM
american_scientific_journal-3128	52	7	standard	standard	NOUN
american_scientific_journal-3128	52	8	of	of	ADP
american_scientific_journal-3128	52	9	eeg	eeg	NOUN
american_scientific_journal-3128	52	10	electrodes	electrode	VERB
american_scientific_journal-3128	52	11	placement	placement	NOUN
american_scientific_journal-3128	52	12	,	,	PUNCT
american_scientific_journal-3128	52	13	c3	c3	PROPN
american_scientific_journal-3128	52	14	,	,	PUNCT
american_scientific_journal-3128	52	15	c4	c4	NOUN
american_scientific_journal-3128	52	16	,	,	PUNCT
american_scientific_journal-3128	52	17	p3	p3	PROPN
american_scientific_journal-3128	52	18	and	and	CCONJ
american_scientific_journal-3128	52	19	p4	p4	NOUN
american_scientific_journal-3128	52	20	are	be	AUX
american_scientific_journal-3128	52	21	more	more	ADV
american_scientific_journal-3128	52	22	associated	associate	VERB
american_scientific_journal-3128	52	23	to	to	ADP
american_scientific_journal-3128	52	24	motor	motor	NOUN
american_scientific_journal-3128	52	25	cortex	cortex	NOUN
american_scientific_journal-3128	52	26	activities	activity	NOUN
american_scientific_journal-3128	52	27	than	than	ADP
american_scientific_journal-3128	52	28	other	other	ADJ
american_scientific_journal-3128	52	29	electrodes	electrode	NOUN
american_scientific_journal-3128	52	30	(	(	PUNCT
american_scientific_journal-3128	52	31	which	which	PRON
american_scientific_journal-3128	52	32	have	have	AUX
american_scientific_journal-3128	52	33	been	be	AUX
american_scientific_journal-3128	52	34	considered	consider	VERB
american_scientific_journal-3128	52	35	in	in	ADP
american_scientific_journal-3128	52	36	this	this	DET
american_scientific_journal-3128	52	37	project	project	NOUN
american_scientific_journal-3128	52	38	)	)	PUNCT
american_scientific_journal-3128	52	39	.	.	PUNCT
american_scientific_journal-3128	53	1	in	in	ADP
american_scientific_journal-3128	53	2	a	a	DET
american_scientific_journal-3128	53	3	full	full	ADJ
american_scientific_journal-3128	53	4	eeg	eeg	NOUN
american_scientific_journal-3128	53	5	signal	signal	NOUN
american_scientific_journal-3128	53	6	recording	recording	NOUN
american_scientific_journal-3128	53	7	,	,	PUNCT
american_scientific_journal-3128	53	8	more	more	ADJ
american_scientific_journal-3128	53	9	channels	channel	NOUN
american_scientific_journal-3128	53	10	are	be	AUX
american_scientific_journal-3128	53	11	used	use	VERB
american_scientific_journal-3128	53	12	to	to	PART
american_scientific_journal-3128	53	13	define	define	VERB
american_scientific_journal-3128	53	14	brain	brain	NOUN
american_scientific_journal-3128	53	15	activity	activity	NOUN
american_scientific_journal-3128	53	16	.	.	PUNCT
american_scientific_journal-3128	54	1	studies	study	NOUN
american_scientific_journal-3128	55	1	[	[	X
american_scientific_journal-3128	55	2	12,13,14	12,13,14	X
american_scientific_journal-3128	55	3	]	]	PUNCT
american_scientific_journal-3128	55	4	identify	identify	VERB
american_scientific_journal-3128	55	5	that	that	SCONJ
american_scientific_journal-3128	55	6	several	several	ADJ
american_scientific_journal-3128	55	7	eeg	eeg	NOUN
american_scientific_journal-3128	55	8	components	component	NOUN
american_scientific_journal-3128	55	9	are	be	AUX
american_scientific_journal-3128	55	10	involved	involve	VERB
american_scientific_journal-3128	55	11	when	when	SCONJ
american_scientific_journal-3128	55	12	there	there	PRON
american_scientific_journal-3128	55	13	is	be	VERB
american_scientific_journal-3128	55	14	external	external	ADJ
american_scientific_journal-3128	55	15	movement	movement	NOUN
american_scientific_journal-3128	55	16	stimulation	stimulation	NOUN
american_scientific_journal-3128	55	17	.	.	PUNCT
american_scientific_journal-3128	56	1	christa	christa	PROPN
american_scientific_journal-3128	56	2	neuper	neuper	PROPN
american_scientific_journal-3128	56	3	and	and	CCONJ
american_scientific_journal-3128	56	4	his	his	PRON
american_scientific_journal-3128	56	5	colleagues	colleague	NOUN
american_scientific_journal-3128	57	1	[	[	X
american_scientific_journal-3128	57	2	13	13	NUM
american_scientific_journal-3128	57	3	]	]	PUNCT
american_scientific_journal-3128	57	4	indicate	indicate	VERB
american_scientific_journal-3128	57	5	hand	hand	NOUN
american_scientific_journal-3128	57	6	movement	movement	NOUN
american_scientific_journal-3128	57	7	stimulation	stimulation	NOUN
american_scientific_journal-3128	57	8	returns	return	NOUN
american_scientific_journal-3128	57	9	de	de	NOUN
american_scientific_journal-3128	57	10	-	-	NOUN
american_scientific_journal-3128	57	11	synchronization	synchronization	NOUN
american_scientific_journal-3128	57	12	of	of	ADP
american_scientific_journal-3128	57	13	alpha	alpha	NOUN
american_scientific_journal-3128	57	14	(	(	PUNCT
american_scientific_journal-3128	57	15	mu	mu	PROPN
american_scientific_journal-3128	57	16	)	)	PUNCT
american_scientific_journal-3128	57	17	(	(	PUNCT
american_scientific_journal-3128	57	18	8	8	NUM
american_scientific_journal-3128	57	19	-	-	SYM
american_scientific_journal-3128	57	20	12	12	NUM
american_scientific_journal-3128	57	21	hz	hz	NOUN
american_scientific_journal-3128	57	22	)	)	PUNCT
american_scientific_journal-3128	57	23	as	as	ADV
american_scientific_journal-3128	57	24	well	well	ADV
american_scientific_journal-3128	57	25	as	as	ADP
american_scientific_journal-3128	57	26	central	central	ADJ
american_scientific_journal-3128	57	27	beta	beta	NOUN
american_scientific_journal-3128	57	28	rhythms	rhythm	NOUN
american_scientific_journal-3128	57	29	(	(	PUNCT
american_scientific_journal-3128	57	30	13	13	NUM
american_scientific_journal-3128	57	31	-	-	SYM
american_scientific_journal-3128	57	32	18	18	NUM
american_scientific_journal-3128	57	33	hz	hz	NOUN
american_scientific_journal-3128	57	34	)	)	PUNCT
american_scientific_journal-3128	57	35	.	.	PUNCT
american_scientific_journal-3128	58	1	furthermore	furthermore	ADV
american_scientific_journal-3128	58	2	,	,	PUNCT
american_scientific_journal-3128	58	3	it	it	PRON
american_scientific_journal-3128	58	4	could	could	AUX
american_scientific_journal-3128	58	5	be	be	AUX
american_scientific_journal-3128	58	6	possible	possible	ADJ
american_scientific_journal-3128	58	7	to	to	PART
american_scientific_journal-3128	58	8	distinguish	distinguish	VERB
american_scientific_journal-3128	58	9	between	between	ADP
american_scientific_journal-3128	58	10	imagination	imagination	NOUN
american_scientific_journal-3128	58	11	of	of	ADP
american_scientific_journal-3128	58	12	right	right	NOUN
american_scientific_journal-3128	58	13	and	and	CCONJ
american_scientific_journal-3128	58	14	left	leave	VERB
american_scientific_journal-3128	58	15	hand	hand	NOUN
american_scientific_journal-3128	58	16	stimulation	stimulation	NOUN
american_scientific_journal-3128	58	17	based	base	VERB
american_scientific_journal-3128	58	18	on	on	ADP
american_scientific_journal-3128	58	19	single	single	ADJ
american_scientific_journal-3128	58	20	-	-	PUNCT
american_scientific_journal-3128	58	21	trial	trial	NOUN
american_scientific_journal-3128	58	22	eeg	eeg	NOUN
american_scientific_journal-3128	58	23	[	[	X
american_scientific_journal-3128	58	24	13	13	NUM
american_scientific_journal-3128	58	25	]	]	PUNCT
american_scientific_journal-3128	58	26	.	.	PUNCT
american_scientific_journal-3128	59	1	akrami	akrami	PROPN
american_scientific_journal-3128	59	2	and	and	CCONJ
american_scientific_journal-3128	59	3	his	his	PRON
american_scientific_journal-3128	59	4	colleagues	colleague	NOUN
american_scientific_journal-3128	60	1	[	[	X
american_scientific_journal-3128	60	2	2	2	X
american_scientific_journal-3128	60	3	]	]	PUNCT
american_scientific_journal-3128	60	4	shows	show	VERB
american_scientific_journal-3128	60	5	an	an	DET
american_scientific_journal-3128	60	6	acceptable	acceptable	ADJ
american_scientific_journal-3128	60	7	classification	classification	NOUN
american_scientific_journal-3128	60	8	on	on	ADP
american_scientific_journal-3128	60	9	movement	movement	NOUN
american_scientific_journal-3128	60	10	imagery	imagery	NOUN
american_scientific_journal-3128	60	11	based	base	VERB
american_scientific_journal-3128	60	12	on	on	ADP
american_scientific_journal-3128	60	13	logarithmic	logarithmic	ADJ
american_scientific_journal-3128	60	14	power	power	NOUN
american_scientific_journal-3128	60	15	spectral	spectral	ADJ
american_scientific_journal-3128	60	16	density	density	NOUN
american_scientific_journal-3128	60	17	of	of	ADP
american_scientific_journal-3128	60	18	in	in	ADP
american_scientific_journal-3128	60	19	the	the	DET
american_scientific_journal-3128	60	20	standard	standard	ADJ
american_scientific_journal-3128	60	21	bands	band	NOUN
american_scientific_journal-3128	60	22	:	:	PUNCT
american_scientific_journal-3128	60	23	delta	delta	NOUN
american_scientific_journal-3128	60	24	,	,	PUNCT
american_scientific_journal-3128	60	25	theta	theta	NOUN
american_scientific_journal-3128	60	26	,	,	PUNCT
american_scientific_journal-3128	60	27	alpha	alpha	NOUN
american_scientific_journal-3128	60	28	,	,	PUNCT
american_scientific_journal-3128	60	29	beta	beta	NOUN
american_scientific_journal-3128	60	30	,	,	PUNCT
american_scientific_journal-3128	60	31	and	and	CCONJ
american_scientific_journal-3128	60	32	gamma	gamma	NOUN
american_scientific_journal-3128	60	33	.	.	PUNCT
american_scientific_journal-3128	61	1	meng	meng	PROPN
american_scientific_journal-3128	61	2	hu	hu	PROPN
american_scientific_journal-3128	61	3	and	and	CCONJ
american_scientific_journal-3128	61	4	his	his	PRON
american_scientific_journal-3128	61	5	colleagues	colleague	NOUN
american_scientific_journal-3128	61	6	.	.	PUNCT
american_scientific_journal-3128	62	1	reference	reference	NOUN
american_scientific_journal-3128	62	2	[	[	X
american_scientific_journal-3128	62	3	15	15	NUM
american_scientific_journal-3128	62	4	]	]	X
american_scientific_journal-3128	62	5	used	use	VERB
american_scientific_journal-3128	62	6	approximate	approximate	ADJ
american_scientific_journal-3128	62	7	entropy	entropy	NOUN
american_scientific_journal-3128	62	8	and	and	CCONJ
american_scientific_journal-3128	62	9	the	the	DET
american_scientific_journal-3128	62	10	welch	welch	PROPN
american_scientific_journal-3128	62	11	power	power	PROPN
american_scientific_journal-3128	62	12	spectral	spectral	ADJ
american_scientific_journal-3128	62	13	density	density	NOUN
american_scientific_journal-3128	62	14	[	[	X
american_scientific_journal-3128	62	15	16,17	16,17	NUM
american_scientific_journal-3128	62	16	]	]	PUNCT
american_scientific_journal-3128	62	17	together	together	ADV
american_scientific_journal-3128	62	18	for	for	ADP
american_scientific_journal-3128	62	19	the	the	DET
american_scientific_journal-3128	62	20	feature	feature	NOUN
american_scientific_journal-3128	62	21	extraction	extraction	NOUN
american_scientific_journal-3128	62	22	step	step	NOUN
american_scientific_journal-3128	62	23	,	,	PUNCT
american_scientific_journal-3128	62	24	in	in	ADP
american_scientific_journal-3128	62	25	order	order	NOUN
american_scientific_journal-3128	62	26	to	to	PART
american_scientific_journal-3128	62	27	classify	classify	VERB
american_scientific_journal-3128	62	28	normal	normal	ADJ
american_scientific_journal-3128	62	29	and	and	CCONJ
american_scientific_journal-3128	62	30	hypoxia	hypoxia	NOUN
american_scientific_journal-3128	62	31	eeg	eeg	NOUN
american_scientific_journal-3128	62	32	signals	signal	NOUN
american_scientific_journal-3128	62	33	.	.	PUNCT
american_scientific_journal-3128	63	1	psd	psd	NOUN
american_scientific_journal-3128	63	2	analysis	analysis	NOUN
american_scientific_journal-3128	63	3	returns	return	VERB
american_scientific_journal-3128	63	4	the	the	DET
american_scientific_journal-3128	63	5	basic	basic	ADJ
american_scientific_journal-3128	63	6	information	information	NOUN
american_scientific_journal-3128	63	7	of	of	ADP
american_scientific_journal-3128	63	8	how	how	SCONJ
american_scientific_journal-3128	63	9	power	power	NOUN
american_scientific_journal-3128	63	10	plays	play	VERB
american_scientific_journal-3128	63	11	the	the	DET
american_scientific_journal-3128	63	12	role	role	NOUN
american_scientific_journal-3128	63	13	of	of	ADP
american_scientific_journal-3128	63	14	the	the	DET
american_scientific_journal-3128	63	15	frequency	frequency	NOUN
american_scientific_journal-3128	63	16	function	function	NOUN
american_scientific_journal-3128	63	17	[	[	X
american_scientific_journal-3128	63	18	15	15	NUM
american_scientific_journal-3128	63	19	]	]	PUNCT
american_scientific_journal-3128	63	20	.	.	PUNCT
american_scientific_journal-3128	64	1	guilherme	guilherme	PROPN
american_scientific_journal-3128	64	2	a.	a.	PROPN
american_scientific_journal-3128	64	3	barreto	barreto	PROPN
american_scientific_journal-3128	64	4	and	and	CCONJ
american_scientific_journal-3128	64	5	his	his	PRON
american_scientific_journal-3128	64	6	colleagues	colleague	NOUN
american_scientific_journal-3128	65	1	[	[	X
american_scientific_journal-3128	65	2	18	18	NUM
american_scientific_journal-3128	65	3	]	]	PUNCT
american_scientific_journal-3128	65	4	made	make	VERB
american_scientific_journal-3128	65	5	a	a	DET
american_scientific_journal-3128	65	6	comparison	comparison	NOUN
american_scientific_journal-3128	65	7	between	between	ADP
american_scientific_journal-3128	65	8	neural	neural	ADJ
american_scientific_journal-3128	65	9	and	and	CCONJ
american_scientific_journal-3128	65	10	statistical	statistical	ADJ
american_scientific_journal-3128	65	11	approaches	approach	NOUN
american_scientific_journal-3128	65	12	of	of	ADP
american_scientific_journal-3128	65	13	eeg	eeg	NOUN
american_scientific_journal-3128	65	14	signals	signal	NOUN
american_scientific_journal-3128	65	15	and	and	CCONJ
american_scientific_journal-3128	65	16	concluded	conclude	VERB
american_scientific_journal-3128	65	17	that	that	SCONJ
american_scientific_journal-3128	65	18	welch	welch	PROPN
american_scientific_journal-3128	65	19	’s	’s	PART
american_scientific_journal-3128	65	20	periodgram	periodgram	NOUN
american_scientific_journal-3128	65	21	allows	allow	VERB
american_scientific_journal-3128	65	22	the	the	DET
american_scientific_journal-3128	65	23	classification	classification	NOUN
american_scientific_journal-3128	65	24	methods	method	NOUN
american_scientific_journal-3128	65	25	to	to	PART
american_scientific_journal-3128	65	26	reach	reach	VERB
american_scientific_journal-3128	65	27	higher	high	ADJ
american_scientific_journal-3128	65	28	accuracy	accuracy	NOUN
american_scientific_journal-3128	65	29	rates	rate	NOUN
american_scientific_journal-3128	65	30	(	(	PUNCT
american_scientific_journal-3128	65	31	at	at	ADP
american_scientific_journal-3128	65	32	that	that	DET
american_scientific_journal-3128	65	33	time	time	NOUN
american_scientific_journal-3128	65	34	)	)	PUNCT
american_scientific_journal-3128	66	1	[	[	X
american_scientific_journal-3128	66	2	18	18	NUM
american_scientific_journal-3128	66	3	]	]	PUNCT
american_scientific_journal-3128	66	4	.	.	PUNCT
american_scientific_journal-3128	67	1	several	several	ADJ
american_scientific_journal-3128	67	2	eeg	eeg	PROPN
american_scientific_journal-3128	67	3	signal	signal	NOUN
american_scientific_journal-3128	67	4	processing	processing	NOUN
american_scientific_journal-3128	67	5	techniques	technique	NOUN
american_scientific_journal-3128	67	6	such	such	ADJ
american_scientific_journal-3128	67	7	as	as	ADP
american_scientific_journal-3128	67	8	event	event	NOUN
american_scientific_journal-3128	67	9	-	-	PUNCT
american_scientific_journal-3128	67	10	related	relate	VERB
american_scientific_journal-3128	67	11	desynchronization	desynchronization	NOUN
american_scientific_journal-3128	67	12	(	(	PUNCT
american_scientific_journal-3128	67	13	erd	erd	NOUN
american_scientific_journal-3128	67	14	)	)	PUNCT
american_scientific_journal-3128	67	15	and	and	CCONJ
american_scientific_journal-3128	67	16	event	event	NOUN
american_scientific_journal-3128	67	17	-	-	PUNCT
american_scientific_journal-3128	67	18	related	relate	VERB
american_scientific_journal-3128	67	19	synchronization	synchronization	NOUN
american_scientific_journal-3128	67	20	(	(	PUNCT
american_scientific_journal-3128	67	21	ers	er	NOUN
american_scientific_journal-3128	67	22	)	)	PUNCT
american_scientific_journal-3128	67	23	[	[	X
american_scientific_journal-3128	67	24	19	19	NUM
american_scientific_journal-3128	67	25	]	]	PUNCT
american_scientific_journal-3128	67	26	,	,	PUNCT
american_scientific_journal-3128	67	27	autoregressive	autoregressive	ADJ
american_scientific_journal-3128	67	28	estimation	estimation	NOUN
american_scientific_journal-3128	67	29	[	[	X
american_scientific_journal-3128	67	30	20	20	NUM
american_scientific_journal-3128	67	31	]	]	PUNCT
american_scientific_journal-3128	67	32	,	,	PUNCT
american_scientific_journal-3128	67	33	independent	independent	ADJ
american_scientific_journal-3128	67	34	component	component	NOUN
american_scientific_journal-3128	67	35	and	and	CCONJ
american_scientific_journal-3128	67	36	coherence	coherence	NOUN
american_scientific_journal-3128	67	37	analysis	analysis	NOUN
american_scientific_journal-3128	67	38	and	and	CCONJ
american_scientific_journal-3128	67	39	stft	stft	NOUN
american_scientific_journal-3128	67	40	[	[	X
american_scientific_journal-3128	67	41	21	21	NUM
american_scientific_journal-3128	67	42	]	]	PUNCT
american_scientific_journal-3128	67	43	,	,	PUNCT
american_scientific_journal-3128	67	44	etc	etc	X
american_scientific_journal-3128	67	45	.	.	X
american_scientific_journal-3128	67	46	have	have	AUX
american_scientific_journal-3128	67	47	been	be	AUX
american_scientific_journal-3128	67	48	used	use	VERB
american_scientific_journal-3128	67	49	in	in	ADP
american_scientific_journal-3128	67	50	the	the	DET
american_scientific_journal-3128	67	51	online	online	ADJ
american_scientific_journal-3128	67	52	and	and	CCONJ
american_scientific_journal-3128	67	53	offline	offline	ADJ
american_scientific_journal-3128	67	54	approaches	approach	NOUN
american_scientific_journal-3128	67	55	in	in	ADP
american_scientific_journal-3128	67	56	order	order	NOUN
american_scientific_journal-3128	67	57	to	to	PART
american_scientific_journal-3128	67	58	extract	extract	VERB
american_scientific_journal-3128	67	59	suitable	suitable	ADJ
american_scientific_journal-3128	67	60	features	feature	NOUN
american_scientific_journal-3128	67	61	from	from	ADP
american_scientific_journal-3128	67	62	segmented	segment	VERB
american_scientific_journal-3128	67	63	eeg	eeg	NOUN
american_scientific_journal-3128	67	64	signals	signal	NOUN
american_scientific_journal-3128	67	65	.	.	PUNCT
american_scientific_journal-3128	68	1	statistical	statistical	ADJ
american_scientific_journal-3128	68	2	approaches	approach	NOUN
american_scientific_journal-3128	68	3	such	such	ADJ
american_scientific_journal-3128	68	4	as	as	ADP
american_scientific_journal-3128	68	5	student	student	NOUN
american_scientific_journal-3128	68	6	's	's	PART
american_scientific_journal-3128	68	7	t	t	NOUN
american_scientific_journal-3128	68	8	-	-	PUNCT
american_scientific_journal-3128	68	9	test	test	NOUN
american_scientific_journal-3128	68	10	method	method	NOUN
american_scientific_journal-3128	68	11	and	and	CCONJ
american_scientific_journal-3128	68	12	etc	etc	X
american_scientific_journal-3128	68	13	.	.	X
american_scientific_journal-3128	68	14	as	as	ADV
american_scientific_journal-3128	68	15	well	well	ADV
american_scientific_journal-3128	68	16	as	as	ADP
american_scientific_journal-3128	68	17	pattern	pattern	NOUN
american_scientific_journal-3128	68	18	recognition	recognition	NOUN
american_scientific_journal-3128	68	19	algorithms	algorithm	NOUN
american_scientific_journal-3128	68	20	such	such	ADJ
american_scientific_journal-3128	68	21	as	as	ADP
american_scientific_journal-3128	68	22	artificial	artificial	ADJ
american_scientific_journal-3128	68	23	neural	neural	ADJ
american_scientific_journal-3128	68	24	network	network	NOUN
american_scientific_journal-3128	68	25	,	,	PUNCT
american_scientific_journal-3128	68	26	bayesian	bayesian	NOUN
american_scientific_journal-3128	68	27	classifier	classifier	NOUN
american_scientific_journal-3128	68	28	,	,	PUNCT
american_scientific_journal-3128	68	29	and	and	CCONJ
american_scientific_journal-3128	68	30	support	support	VERB
american_scientific_journal-3128	68	31	vector	vector	NOUN
american_scientific_journal-3128	68	32	machine	machine	NOUN
american_scientific_journal-3128	68	33	,	,	PUNCT
american_scientific_journal-3128	68	34	etc	etc	X
american_scientific_journal-3128	68	35	.	.	X
american_scientific_journal-3128	68	36	would	would	AUX
american_scientific_journal-3128	68	37	be	be	AUX
american_scientific_journal-3128	68	38	useful	useful	ADJ
american_scientific_journal-3128	68	39	tools	tool	NOUN
american_scientific_journal-3128	68	40	for	for	ADP
american_scientific_journal-3128	68	41	classification	classification	NOUN
american_scientific_journal-3128	68	42	.	.	PUNCT
american_scientific_journal-3128	69	1	meng	meng	PROPN
american_scientific_journal-3128	69	2	hu	hu	PROPN
american_scientific_journal-3128	69	3	and	and	CCONJ
american_scientific_journal-3128	69	4	his	his	PRON
american_scientific_journal-3128	69	5	colleagues	colleague	NOUN
american_scientific_journal-3128	70	1	[	[	X
american_scientific_journal-3128	70	2	15	15	NUM
american_scientific_journal-3128	70	3	]	]	PUNCT
american_scientific_journal-3128	70	4	compared	compare	VERB
american_scientific_journal-3128	70	5	the	the	DET
american_scientific_journal-3128	70	6	results	result	NOUN
american_scientific_journal-3128	70	7	of	of	ADP
american_scientific_journal-3128	70	8	classification	classification	NOUN
american_scientific_journal-3128	70	9	by	by	ADP
american_scientific_journal-3128	70	10	bayesian	bayesian	NOUN
american_scientific_journal-3128	70	11	classifier	classifier	NOUN
american_scientific_journal-3128	70	12	and	and	CCONJ
american_scientific_journal-3128	70	13	svm	svm	PROPN
american_scientific_journal-3128	70	14	in	in	ADP
american_scientific_journal-3128	70	15	which	which	DET
american_scientific_journal-3128	70	16	accuracy	accuracy	NOUN
american_scientific_journal-3128	70	17	was	be	AUX
american_scientific_journal-3128	70	18	90.8	90.8	NUM
american_scientific_journal-3128	70	19	%	%	NOUN
american_scientific_journal-3128	70	20	and	and	CCONJ
american_scientific_journal-3128	70	21	92.5	92.5	NUM
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american_scientific_journal-3128	70	23	,	,	PUNCT
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american_scientific_journal-3128	70	25	.	.	PUNCT
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american_scientific_journal-3128	71	2	neuper	neuper	PROPN
american_scientific_journal-3128	71	3	and	and	CCONJ
american_scientific_journal-3128	71	4	his	his	PRON
american_scientific_journal-3128	71	5	colleagues	colleague	NOUN
american_scientific_journal-3128	72	1	[	[	X
american_scientific_journal-3128	72	2	13	13	NUM
american_scientific_journal-3128	72	3	]	]	PUNCT
american_scientific_journal-3128	72	4	reported	report	VERB
american_scientific_journal-3128	72	5	56	56	NUM
american_scientific_journal-3128	72	6	%	%	NOUN
american_scientific_journal-3128	72	7	and	and	CCONJ
american_scientific_journal-3128	72	8	67	67	NUM
american_scientific_journal-3128	72	9	%	%	NOUN
american_scientific_journal-3128	72	10	accuracy	accuracy	NOUN
american_scientific_journal-3128	72	11	for	for	ADP
american_scientific_journal-3128	72	12	the	the	DET
american_scientific_journal-3128	72	13	classification	classification	NOUN
american_scientific_journal-3128	72	14	of	of	ADP
american_scientific_journal-3128	72	15	visual	visual	ADJ
american_scientific_journal-3128	72	16	-	-	PUNCT
american_scientific_journal-3128	72	17	motor	motor	NOUN
american_scientific_journal-3128	72	18	imagery	imagery	NOUN
american_scientific_journal-3128	72	19	and	and	CCONJ
american_scientific_journal-3128	72	20	kinesthesis	kinesthesis	NOUN
american_scientific_journal-3128	72	21	motor	motor	NOUN
american_scientific_journal-3128	72	22	imagery	imagery	NOUN
american_scientific_journal-3128	72	23	by	by	ADP
american_scientific_journal-3128	72	24	distinction	distinction	NOUN
american_scientific_journal-3128	72	25	sensitive	sensitive	ADJ
american_scientific_journal-3128	72	26	learning	learn	VERB
american_scientific_journal-3128	72	27	vector	vector	NOUN
american_scientific_journal-3128	72	28	quantization	quantization	NOUN
american_scientific_journal-3128	72	29	(	(	PUNCT
american_scientific_journal-3128	72	30	dslvq	dslvq	NOUN
american_scientific_journal-3128	72	31	)	)	PUNCT
american_scientific_journal-3128	72	32	method	method	NOUN
american_scientific_journal-3128	72	33	.	.	PUNCT
american_scientific_journal-3128	73	1	generally	generally	ADV
american_scientific_journal-3128	73	2	,	,	PUNCT
american_scientific_journal-3128	73	3	the	the	DET
american_scientific_journal-3128	73	4	accuracy	accuracy	NOUN
american_scientific_journal-3128	73	5	reported	report	VERB
american_scientific_journal-3128	73	6	about	about	ADP
american_scientific_journal-3128	73	7	motor	motor	NOUN
american_scientific_journal-3128	73	8	cortex	cortex	NOUN
american_scientific_journal-3128	73	9	imagery	imagery	NOUN
american_scientific_journal-3128	73	10	classification	classification	NOUN
american_scientific_journal-3128	73	11	based	base	VERB
american_scientific_journal-3128	73	12	on	on	ADP
american_scientific_journal-3128	73	13	different	different	ADJ
american_scientific_journal-3128	73	14	feature	feature	NOUN
american_scientific_journal-3128	73	15	selection	selection	NOUN
american_scientific_journal-3128	73	16	methods	method	NOUN
american_scientific_journal-3128	73	17	and	and	CCONJ
american_scientific_journal-3128	73	18	different	different	ADJ
american_scientific_journal-3128	73	19	pattern	pattern	NOUN
american_scientific_journal-3128	73	20	recognition	recognition	NOUN
american_scientific_journal-3128	73	21	algorithms	algorithms	NOUN
american_scientific_journal-3128	73	22	covers	cover	VERB
american_scientific_journal-3128	73	23	from	from	ADP
american_scientific_journal-3128	73	24	almost	almost	ADV
american_scientific_journal-3128	73	25	55	55	NUM
american_scientific_journal-3128	73	26	%	%	NOUN
american_scientific_journal-3128	73	27	to	to	PART
american_scientific_journal-3128	73	28	95	95	NUM
american_scientific_journal-3128	73	29	%	%	NOUN
american_scientific_journal-3128	73	30	,	,	PUNCT
american_scientific_journal-3128	73	31	showing	show	VERB
american_scientific_journal-3128	73	32	huge	huge	ADJ
american_scientific_journal-3128	73	33	differences	difference	NOUN
american_scientific_journal-3128	73	34	between	between	ADP
american_scientific_journal-3128	73	35	features	feature	NOUN
american_scientific_journal-3128	73	36	and	and	CCONJ
american_scientific_journal-3128	73	37	classifiers	classifier	NOUN
american_scientific_journal-3128	73	38	selection	selection	NOUN
american_scientific_journal-3128	73	39	.	.	PUNCT
american_scientific_journal-3128	74	1	valerie	valerie	PROPN
american_scientific_journal-3128	74	2	morash	morash	NOUN
american_scientific_journal-3128	74	3	and	and	CCONJ
american_scientific_journal-3128	74	4	his	his	PRON
american_scientific_journal-3128	74	5	colleagues	colleague	NOUN
american_scientific_journal-3128	75	1	[	[	X
american_scientific_journal-3128	75	2	19	19	NUM
american_scientific_journal-3128	75	3	]	]	PUNCT
american_scientific_journal-3128	75	4	demonstrated	demonstrate	VERB
american_scientific_journal-3128	75	5	that	that	SCONJ
american_scientific_journal-3128	75	6	the	the	DET
american_scientific_journal-3128	75	7	erd	erd	PROPN
american_scientific_journal-3128	75	8	/	/	SYM
american_scientific_journal-3128	75	9	ers	er	NOUN
american_scientific_journal-3128	75	10	preceding	precede	VERB
american_scientific_journal-3128	75	11	movement	movement	NOUN
american_scientific_journal-3128	75	12	could	could	AUX
american_scientific_journal-3128	75	13	be	be	AUX
american_scientific_journal-3128	75	14	used	use	VERB
american_scientific_journal-3128	75	15	in	in	ADP
american_scientific_journal-3128	75	16	order	order	NOUN
american_scientific_journal-3128	75	17	to	to	PART
american_scientific_journal-3128	75	18	predict	predict	VERB
american_scientific_journal-3128	75	19	,	,	PUNCT
american_scientific_journal-3128	75	20	which	which	PRON
american_scientific_journal-3128	75	21	of	of	ADP
american_scientific_journal-3128	75	22	four	four	NUM
american_scientific_journal-3128	75	23	type	type	NOUN
american_scientific_journal-3128	75	24	movements	movement	NOUN
american_scientific_journal-3128	75	25	would	would	AUX
american_scientific_journal-3128	75	26	occur	occur	VERB
american_scientific_journal-3128	75	27	.	.	PUNCT
american_scientific_journal-3128	76	1	khodayari	khodayari	ADJ
american_scientific_journal-3128	76	2	-	-	PUNCT
american_scientific_journal-3128	76	3	rostamabad	rostamabad	PROPN
american_scientific_journal-3128	76	4	and	and	CCONJ
american_scientific_journal-3128	76	5	his	his	PRON
american_scientific_journal-3128	76	6	colleagues	colleague	NOUN
american_scientific_journal-3128	76	7	[	[	X
american_scientific_journal-3128	76	8	22	22	NUM
american_scientific_journal-3128	76	9	]	]	PUNCT
american_scientific_journal-3128	76	10	at	at	ADP
american_scientific_journal-3128	76	11	mcmaster	mcmaster	PROPN
american_scientific_journal-3128	76	12	university	university	PROPN
american_scientific_journal-3128	76	13	indicated	indicate	VERB
american_scientific_journal-3128	76	14	that	that	SCONJ
american_scientific_journal-3128	76	15	the	the	DET
american_scientific_journal-3128	76	16	analysis	analysis	NOUN
american_scientific_journal-3128	76	17	of	of	ADP
american_scientific_journal-3128	76	18	pretreatment	pretreatment	NOUN
american_scientific_journal-3128	76	19	eeg	eeg	NOUN
american_scientific_journal-3128	76	20	signals	signal	NOUN
american_scientific_journal-3128	76	21	could	could	AUX
american_scientific_journal-3128	76	22	forecast	forecast	VERB
american_scientific_journal-3128	76	23	the	the	DET
american_scientific_journal-3128	76	24	clinical	clinical	ADJ
american_scientific_journal-3128	76	25	response	response	NOUN
american_scientific_journal-3128	76	26	to	to	ADP
american_scientific_journal-3128	76	27	clozapine	clozapine	NOUN
american_scientific_journal-3128	76	28	in	in	ADP
american_scientific_journal-3128	76	29	treatment	treatment	NOUN
american_scientific_journal-3128	76	30	resistant	resistant	ADJ
american_scientific_journal-3128	76	31	schizophrenia	schizophrenia	NOUN
american_scientific_journal-3128	76	32	.	.	PUNCT
american_scientific_journal-3128	77	1	in	in	ADP
american_scientific_journal-3128	77	2	this	this	DET
american_scientific_journal-3128	77	3	work	work	NOUN
american_scientific_journal-3128	77	4	,	,	PUNCT
american_scientific_journal-3128	77	5	16	16	NUM
american_scientific_journal-3128	77	6	–	–	PUNCT
american_scientific_journal-3128	77	7	channel	channel	NOUN
american_scientific_journal-3128	77	8	eeg	eeg	NOUN
american_scientific_journal-3128	77	9	was	be	AUX
american_scientific_journal-3128	77	10	used	use	VERB
american_scientific_journal-3128	77	11	,	,	PUNCT
american_scientific_journal-3128	77	12	and	and	CCONJ
american_scientific_journal-3128	77	13	the	the	DET
american_scientific_journal-3128	77	14	signals	signal	NOUN
american_scientific_journal-3128	77	15	were	be	AUX
american_scientific_journal-3128	77	16	purified	purify	VERB
american_scientific_journal-3128	77	17	by	by	ADP
american_scientific_journal-3128	77	18	a	a	DET
american_scientific_journal-3128	77	19	band	band	NOUN
american_scientific_journal-3128	77	20	pass	pass	NOUN
american_scientific_journal-3128	77	21	filter	filter	NOUN
american_scientific_journal-3128	77	22	(	(	PUNCT
american_scientific_journal-3128	77	23	0.5	0.5	NUM
american_scientific_journal-3128	77	24	and	and	CCONJ
american_scientific_journal-3128	77	25	80	80	NUM
american_scientific_journal-3128	77	26	hz	hz	NOUN
american_scientific_journal-3128	77	27	)	)	PUNCT
american_scientific_journal-3128	77	28	.	.	PUNCT
american_scientific_journal-3128	78	1	20	20	NUM
american_scientific_journal-3128	78	2	discriminative	discriminative	NOUN
american_scientific_journal-3128	78	3	features	feature	VERB
american_scientific_journal-3128	78	4	such	such	ADJ
american_scientific_journal-3128	78	5	as	as	ADP
american_scientific_journal-3128	78	6	coherence	coherence	NOUN
american_scientific_journal-3128	78	7	in	in	ADP
american_scientific_journal-3128	78	8	a	a	DET
american_scientific_journal-3128	78	9	special	special	ADJ
american_scientific_journal-3128	78	10	frequency	frequency	NOUN
american_scientific_journal-3128	78	11	between	between	ADP
american_scientific_journal-3128	78	12	two	two	NUM
american_scientific_journal-3128	78	13	specific	specific	ADJ
american_scientific_journal-3128	78	14	electrodes	electrode	NOUN
american_scientific_journal-3128	78	15	were	be	AUX
american_scientific_journal-3128	78	16	used	use	VERB
american_scientific_journal-3128	78	17	and	and	CCONJ
american_scientific_journal-3128	78	18	a	a	DET
american_scientific_journal-3128	78	19	kernel	kernel	NOUN
american_scientific_journal-3128	78	20	partial	partial	ADJ
american_scientific_journal-3128	78	21	least	least	ADJ
american_scientific_journal-3128	78	22	squares	square	NOUN
american_scientific_journal-3128	78	23	regression	regression	NOUN
american_scientific_journal-3128	78	24	(	(	PUNCT
american_scientific_journal-3128	78	25	kplsr	kplsr	PROPN
american_scientific_journal-3128	78	26	)	)	PUNCT
american_scientific_journal-3128	78	27	method	method	NOUN
american_scientific_journal-3128	78	28	was	be	AUX
american_scientific_journal-3128	78	29	performed	perform	VERB
american_scientific_journal-3128	78	30	in	in	ADP
american_scientific_journal-3128	78	31	the	the	DET
american_scientific_journal-3128	78	32	classification	classification	NOUN
american_scientific_journal-3128	78	33	step	step	NOUN
american_scientific_journal-3128	78	34	.	.	PUNCT
american_scientific_journal-3128	79	1	using	use	VERB
american_scientific_journal-3128	79	2	the	the	DET
american_scientific_journal-3128	79	3	mentioned	mention	VERB
american_scientific_journal-3128	79	4	method	method	NOUN
american_scientific_journal-3128	79	5	,	,	PUNCT
american_scientific_journal-3128	79	6	an	an	DET
american_scientific_journal-3128	79	7	overall	overall	ADJ
american_scientific_journal-3128	79	8	accuracy	accuracy	NOUN
american_scientific_journal-3128	79	9	rate	rate	NOUN
american_scientific_journal-3128	79	10	of	of	ADP
american_scientific_journal-3128	79	11	almost	almost	ADV
american_scientific_journal-3128	79	12	84	84	NUM
american_scientific_journal-3128	79	13	%	%	NOUN
american_scientific_journal-3128	79	14	was	be	AUX
american_scientific_journal-3128	79	15	reported	report	VERB
american_scientific_journal-3128	79	16	[	[	X
american_scientific_journal-3128	79	17	22	22	NUM
american_scientific_journal-3128	79	18	]	]	PUNCT
american_scientific_journal-3128	79	19	.	.	PUNCT
american_scientific_journal-3128	80	1	american	american	PROPN
american_scientific_journal-3128	80	2	scientific	scientific	ADJ
american_scientific_journal-3128	80	3	research	research	PROPN
american_scientific_journal-3128	80	4	journal	journal	NOUN
american_scientific_journal-3128	80	5	for	for	ADP
american_scientific_journal-3128	80	6	engineering	engineering	NOUN
american_scientific_journal-3128	80	7	,	,	PUNCT
american_scientific_journal-3128	80	8	technology	technology	NOUN
american_scientific_journal-3128	80	9	,	,	PUNCT
american_scientific_journal-3128	80	10	and	and	CCONJ
american_scientific_journal-3128	80	11	sciences	science	NOUN
american_scientific_journal-3128	80	12	(	(	PUNCT
american_scientific_journal-3128	80	13	asrjets	asrjet	NOUN
american_scientific_journal-3128	80	14	)	)	PUNCT
american_scientific_journal-3128	80	15	(	(	PUNCT
american_scientific_journal-3128	80	16	2017	2017	NUM
american_scientific_journal-3128	80	17	)	)	PUNCT
american_scientific_journal-3128	80	18	volume	volume	NOUN
american_scientific_journal-3128	80	19	33	33	NUM
american_scientific_journal-3128	80	20	,	,	PUNCT
american_scientific_journal-3128	80	21	no	no	DET
american_scientific_journal-3128	80	22	1	1	NUM
american_scientific_journal-3128	80	23	,	,	PUNCT
american_scientific_journal-3128	80	24	pp	pp	ADV
american_scientific_journal-3128	80	25	124	124	NUM
american_scientific_journal-3128	80	26	-	-	SYM
american_scientific_journal-3128	80	27	145	145	NUM
american_scientific_journal-3128	80	28	127	127	NUM
american_scientific_journal-3128	80	29	3	3	NUM
american_scientific_journal-3128	80	30	.	.	PUNCT
american_scientific_journal-3128	80	31	theory	theory	NOUN
american_scientific_journal-3128	80	32	and	and	CCONJ
american_scientific_journal-3128	80	33	approach	approach	VERB
american_scientific_journal-3128	80	34	the	the	DET
american_scientific_journal-3128	80	35	algorithm	algorithm	NOUN
american_scientific_journal-3128	80	36	used	use	VERB
american_scientific_journal-3128	80	37	in	in	ADP
american_scientific_journal-3128	80	38	this	this	DET
american_scientific_journal-3128	80	39	course	course	NOUN
american_scientific_journal-3128	80	40	project	project	NOUN
american_scientific_journal-3128	80	41	was	be	AUX
american_scientific_journal-3128	80	42	designed	design	VERB
american_scientific_journal-3128	80	43	based	base	VERB
american_scientific_journal-3128	80	44	on	on	ADP
american_scientific_journal-3128	80	45	literature	literature	NOUN
american_scientific_journal-3128	80	46	review	review	NOUN
american_scientific_journal-3128	80	47	and	and	CCONJ
american_scientific_journal-3128	80	48	includes	include	VERB
american_scientific_journal-3128	80	49	four	four	NUM
american_scientific_journal-3128	80	50	main	main	ADJ
american_scientific_journal-3128	80	51	phases	phase	NOUN
american_scientific_journal-3128	80	52	.	.	PUNCT
american_scientific_journal-3128	81	1	figure	figure	NOUN
american_scientific_journal-3128	81	2	1	1	NUM
american_scientific_journal-3128	81	3	shows	show	VERB
american_scientific_journal-3128	81	4	the	the	DET
american_scientific_journal-3128	81	5	steps	step	NOUN
american_scientific_journal-3128	81	6	of	of	ADP
american_scientific_journal-3128	81	7	operational	operational	ADJ
american_scientific_journal-3128	81	8	procedures	procedure	NOUN
american_scientific_journal-3128	81	9	which	which	PRON
american_scientific_journal-3128	81	10	are	be	AUX
american_scientific_journal-3128	81	11	:	:	PUNCT
american_scientific_journal-3128	81	12	•	•	NUM
american_scientific_journal-3128	81	13	data	datum	NOUN
american_scientific_journal-3128	81	14	collection	collection	NOUN
american_scientific_journal-3128	81	15	•	•	ADP
american_scientific_journal-3128	81	16	pre	pre	X
american_scientific_journal-3128	81	17	–	–	PUNCT
american_scientific_journal-3128	81	18	processing	processing	NOUN
american_scientific_journal-3128	81	19	of	of	ADP
american_scientific_journal-3128	81	20	eeg	eeg	NOUN
american_scientific_journal-3128	81	21	signals	signal	NOUN
american_scientific_journal-3128	81	22	•	•	NOUN
american_scientific_journal-3128	81	23	feature	feature	NOUN
american_scientific_journal-3128	81	24	selection	selection	NOUN
american_scientific_journal-3128	81	25	and	and	CCONJ
american_scientific_journal-3128	81	26	extraction	extraction	NOUN
american_scientific_journal-3128	81	27	•	•	NOUN
american_scientific_journal-3128	81	28	pattern	pattern	NOUN
american_scientific_journal-3128	81	29	classification	classification	NOUN
american_scientific_journal-3128	81	30	figure	figure	NOUN
american_scientific_journal-3128	81	31	1	1	NUM
american_scientific_journal-3128	81	32	:	:	PUNCT
american_scientific_journal-3128	81	33	the	the	DET
american_scientific_journal-3128	81	34	flow	flow	NOUN
american_scientific_journal-3128	81	35	chart	chart	NOUN
american_scientific_journal-3128	81	36	above	above	ADV
american_scientific_journal-3128	81	37	illustrates	illustrate	VERB
american_scientific_journal-3128	81	38	the	the	DET
american_scientific_journal-3128	81	39	steps	step	NOUN
american_scientific_journal-3128	81	40	of	of	ADP
american_scientific_journal-3128	81	41	the	the	DET
american_scientific_journal-3128	81	42	designed	design	VERB
american_scientific_journal-3128	81	43	algorithm	algorithm	NOUN
american_scientific_journal-3128	81	44	.	.	PUNCT
american_scientific_journal-3128	82	1	this	this	DET
american_scientific_journal-3128	82	2	diagram	diagram	NOUN
american_scientific_journal-3128	82	3	illustrates	illustrate	VERB
american_scientific_journal-3128	82	4	the	the	DET
american_scientific_journal-3128	82	5	steps	step	NOUN
american_scientific_journal-3128	82	6	of	of	ADP
american_scientific_journal-3128	82	7	movement	movement	NOUN
american_scientific_journal-3128	82	8	imagery	imagery	NOUN
american_scientific_journal-3128	82	9	classification	classification	NOUN
american_scientific_journal-3128	82	10	using	use	VERB
american_scientific_journal-3128	82	11	welch	welch	PROPN
american_scientific_journal-3128	82	12	psd	psd	PROPN
american_scientific_journal-3128	82	13	method	method	NOUN
american_scientific_journal-3128	82	14	.	.	PUNCT
american_scientific_journal-3128	83	1	as	as	SCONJ
american_scientific_journal-3128	83	2	is	be	AUX
american_scientific_journal-3128	83	3	shown	show	VERB
american_scientific_journal-3128	83	4	,	,	PUNCT
american_scientific_journal-3128	83	5	there	there	PRON
american_scientific_journal-3128	83	6	are	be	VERB
american_scientific_journal-3128	83	7	several	several	ADJ
american_scientific_journal-3128	83	8	steps	step	NOUN
american_scientific_journal-3128	83	9	in	in	ADP
american_scientific_journal-3128	83	10	each	each	DET
american_scientific_journal-3128	83	11	phase	phase	NOUN
american_scientific_journal-3128	83	12	such	such	ADJ
american_scientific_journal-3128	83	13	as	as	ADP
american_scientific_journal-3128	83	14	feature	feature	NOUN
american_scientific_journal-3128	83	15	selection	selection	NOUN
american_scientific_journal-3128	83	16	and	and	CCONJ
american_scientific_journal-3128	83	17	…	…	PUNCT
american_scientific_journal-3128	83	18	which	which	PRON
american_scientific_journal-3128	83	19	will	will	AUX
american_scientific_journal-3128	83	20	be	be	AUX
american_scientific_journal-3128	83	21	discussed	discuss	VERB
american_scientific_journal-3128	83	22	in	in	ADP
american_scientific_journal-3128	83	23	next	next	ADJ
american_scientific_journal-3128	83	24	chapter	chapter	NOUN
american_scientific_journal-3128	83	25	,	,	PUNCT
american_scientific_journal-3128	83	26	completely	completely	ADV
american_scientific_journal-3128	83	27	.	.	PUNCT
american_scientific_journal-3128	84	1	for	for	ADP
american_scientific_journal-3128	84	2	instance	instance	NOUN
american_scientific_journal-3128	84	3	,	,	PUNCT
american_scientific_journal-3128	84	4	it	it	PRON
american_scientific_journal-3128	84	5	is	be	AUX
american_scientific_journal-3128	84	6	recognized	recognize	VERB
american_scientific_journal-3128	84	7	from	from	ADP
american_scientific_journal-3128	84	8	figure	figure	NOUN
american_scientific_journal-3128	84	9	1	1	NUM
american_scientific_journal-3128	84	10	that	that	PRON
american_scientific_journal-3128	84	11	feature	feature	NOUN
american_scientific_journal-3128	84	12	extraction	extraction	NOUN
american_scientific_journal-3128	84	13	was	be	AUX
american_scientific_journal-3128	84	14	executed	execute	VERB
american_scientific_journal-3128	84	15	six	six	NUM
american_scientific_journal-3128	84	16	(	(	PUNCT
american_scientific_journal-3128	84	17	2	2	NUM
american_scientific_journal-3128	84	18	*	*	NUM
american_scientific_journal-3128	84	19	3	3	NUM
american_scientific_journal-3128	84	20	)	)	PUNCT
american_scientific_journal-3128	84	21	times	time	NOUN
american_scientific_journal-3128	84	22	for	for	ADP
american_scientific_journal-3128	84	23	all	all	DET
american_scientific_journal-3128	84	24	eeg	eeg	NOUN
american_scientific_journal-3128	84	25	signals	signal	NOUN
american_scientific_journal-3128	84	26	.	.	PUNCT
american_scientific_journal-3128	85	1	3.1	3.1	NUM
american_scientific_journal-3128	85	2	.	.	PUNCT
american_scientific_journal-3128	85	3	welch	welch	PROPN
american_scientific_journal-3128	85	4	power	power	PROPN
american_scientific_journal-3128	85	5	spectral	spectral	PROPN
american_scientific_journal-3128	85	6	density	density	NOUN
american_scientific_journal-3128	85	7	the	the	DET
american_scientific_journal-3128	85	8	various	various	ADJ
american_scientific_journal-3128	85	9	methods	method	NOUN
american_scientific_journal-3128	85	10	of	of	ADP
american_scientific_journal-3128	85	11	spectrum	spectrum	NOUN
american_scientific_journal-3128	85	12	estimation	estimation	NOUN
american_scientific_journal-3128	85	13	are	be	AUX
american_scientific_journal-3128	85	14	categorized	categorize	VERB
american_scientific_journal-3128	85	15	as	as	SCONJ
american_scientific_journal-3128	85	16	follows	follow	VERB
american_scientific_journal-3128	85	17	:	:	PUNCT
american_scientific_journal-3128	85	18	a	a	X
american_scientific_journal-3128	85	19	)	)	PUNCT
american_scientific_journal-3128	85	20	nonparametric	nonparametric	NOUN
american_scientific_journal-3128	85	21	methods	method	NOUN
american_scientific_journal-3128	85	22	,	,	PUNCT
american_scientific_journal-3128	85	23	b	b	X
american_scientific_journal-3128	85	24	)	)	PUNCT
american_scientific_journal-3128	85	25	parametric	parametric	ADJ
american_scientific_journal-3128	85	26	methods	method	NOUN
american_scientific_journal-3128	85	27	and	and	CCONJ
american_scientific_journal-3128	85	28	c	c	NOUN
american_scientific_journal-3128	85	29	)	)	PUNCT
american_scientific_journal-3128	85	30	subspace	subspace	NOUN
american_scientific_journal-3128	85	31	methods	method	NOUN
american_scientific_journal-3128	85	32	.	.	PUNCT
american_scientific_journal-3128	86	1	nonparametric	nonparametric	NOUN
american_scientific_journal-3128	86	2	methods	method	NOUN
american_scientific_journal-3128	86	3	are	be	AUX
american_scientific_journal-3128	86	4	those	those	PRON
american_scientific_journal-3128	86	5	in	in	ADP
american_scientific_journal-3128	86	6	which	which	PRON
american_scientific_journal-3128	86	7	the	the	DET
american_scientific_journal-3128	86	8	power	power	NOUN
american_scientific_journal-3128	86	9	spectral	spectral	ADJ
american_scientific_journal-3128	86	10	density	density	NOUN
american_scientific_journal-3128	86	11	is	be	AUX
american_scientific_journal-3128	86	12	estimated	estimate	VERB
american_scientific_journal-3128	86	13	directly	directly	ADV
american_scientific_journal-3128	86	14	from	from	ADP
american_scientific_journal-3128	86	15	the	the	DET
american_scientific_journal-3128	86	16	signal	signal	NOUN
american_scientific_journal-3128	86	17	itself	itself	PRON
american_scientific_journal-3128	86	18	.	.	PUNCT
american_scientific_journal-3128	87	1	the	the	DET
american_scientific_journal-3128	87	2	simplest	simple	ADJ
american_scientific_journal-3128	87	3	such	such	ADJ
american_scientific_journal-3128	87	4	method	method	NOUN
american_scientific_journal-3128	87	5	is	be	AUX
american_scientific_journal-3128	87	6	the	the	DET
american_scientific_journal-3128	87	7	periodogram	periodogram	NOUN
american_scientific_journal-3128	87	8	.	.	PUNCT
american_scientific_journal-3128	88	1	other	other	ADJ
american_scientific_journal-3128	88	2	nonparametric	nonparametric	NOUN
american_scientific_journal-3128	88	3	techniques	technique	NOUN
american_scientific_journal-3128	88	4	such	such	ADJ
american_scientific_journal-3128	88	5	as	as	ADP
american_scientific_journal-3128	88	6	welch	welch	PROPN
american_scientific_journal-3128	88	7	’s	’s	PART
american_scientific_journal-3128	88	8	method	method	NOUN
american_scientific_journal-3128	88	9	[	[	X
american_scientific_journal-3128	88	10	1	1	NUM
american_scientific_journal-3128	88	11	]	]	PUNCT
american_scientific_journal-3128	88	12	,	,	PUNCT
american_scientific_journal-3128	88	13	the	the	DET
american_scientific_journal-3128	88	14	multitaper	multitaper	NOUN
american_scientific_journal-3128	88	15	method	method	NOUN
american_scientific_journal-3128	88	16	(	(	PUNCT
american_scientific_journal-3128	88	17	mtm	mtm	X
american_scientific_journal-3128	88	18	)	)	PUNCT
american_scientific_journal-3128	88	19	reduce	reduce	VERB
american_scientific_journal-3128	88	20	the	the	DET
american_scientific_journal-3128	88	21	variance	variance	NOUN
american_scientific_journal-3128	88	22	of	of	ADP
american_scientific_journal-3128	88	23	the	the	DET
american_scientific_journal-3128	88	24	american	american	PROPN
american_scientific_journal-3128	88	25	scientific	scientific	PROPN
american_scientific_journal-3128	88	26	research	research	PROPN
american_scientific_journal-3128	88	27	journal	journal	NOUN
american_scientific_journal-3128	88	28	for	for	ADP
american_scientific_journal-3128	88	29	engineering	engineering	NOUN
american_scientific_journal-3128	88	30	,	,	PUNCT
american_scientific_journal-3128	88	31	technology	technology	NOUN
american_scientific_journal-3128	88	32	,	,	PUNCT
american_scientific_journal-3128	88	33	and	and	CCONJ
american_scientific_journal-3128	88	34	sciences	science	NOUN
american_scientific_journal-3128	88	35	(	(	PUNCT
american_scientific_journal-3128	88	36	asrjets	asrjet	NOUN
american_scientific_journal-3128	88	37	)	)	PUNCT
american_scientific_journal-3128	88	38	(	(	PUNCT
american_scientific_journal-3128	88	39	2017	2017	NUM
american_scientific_journal-3128	88	40	)	)	PUNCT
american_scientific_journal-3128	88	41	volume	volume	NOUN
american_scientific_journal-3128	88	42	33	33	NUM
american_scientific_journal-3128	88	43	,	,	PUNCT
american_scientific_journal-3128	88	44	no	no	DET
american_scientific_journal-3128	88	45	1	1	NUM
american_scientific_journal-3128	88	46	,	,	PUNCT
american_scientific_journal-3128	88	47	pp	pp	ADV
american_scientific_journal-3128	88	48	124	124	NUM
american_scientific_journal-3128	88	49	-	-	SYM
american_scientific_journal-3128	88	50	145	145	NUM
american_scientific_journal-3128	88	51	128	128	NUM
american_scientific_journal-3128	88	52	periodogram	periodogram	NOUN
american_scientific_journal-3128	88	53	.	.	PUNCT
american_scientific_journal-3128	89	1	as	as	SCONJ
american_scientific_journal-3128	89	2	mentioned	mention	VERB
american_scientific_journal-3128	89	3	before	before	ADV
american_scientific_journal-3128	89	4	,	,	PUNCT
american_scientific_journal-3128	89	5	the	the	DET
american_scientific_journal-3128	89	6	welch	welch	PROPN
american_scientific_journal-3128	89	7	method	method	NOUN
american_scientific_journal-3128	89	8	estimates	estimate	VERB
american_scientific_journal-3128	89	9	the	the	DET
american_scientific_journal-3128	89	10	power	power	NOUN
american_scientific_journal-3128	89	11	spectral	spectral	ADJ
american_scientific_journal-3128	89	12	density	density	NOUN
american_scientific_journal-3128	89	13	of	of	ADP
american_scientific_journal-3128	89	14	signal	signal	NOUN
american_scientific_journal-3128	89	15	and	and	CCONJ
american_scientific_journal-3128	89	16	is	be	AUX
american_scientific_journal-3128	89	17	an	an	DET
american_scientific_journal-3128	89	18	extension	extension	NOUN
american_scientific_journal-3128	89	19	of	of	ADP
american_scientific_journal-3128	89	20	the	the	DET
american_scientific_journal-3128	89	21	short	short	ADJ
american_scientific_journal-3128	89	22	time	time	NOUN
american_scientific_journal-3128	89	23	fourier	fourier	NOUN
american_scientific_journal-3128	89	24	transform	transform	NOUN
american_scientific_journal-3128	89	25	(	(	PUNCT
american_scientific_journal-3128	89	26	stft	stft	PROPN
american_scientific_journal-3128	89	27	)	)	PUNCT
american_scientific_journal-3128	89	28	.	.	PUNCT
american_scientific_journal-3128	90	1	this	this	DET
american_scientific_journal-3128	90	2	method	method	NOUN
american_scientific_journal-3128	90	3	profits	profit	VERB
american_scientific_journal-3128	90	4	a	a	DET
american_scientific_journal-3128	90	5	normalization	normalization	NOUN
american_scientific_journal-3128	90	6	approach	approach	NOUN
american_scientific_journal-3128	90	7	in	in	ADP
american_scientific_journal-3128	90	8	order	order	NOUN
american_scientific_journal-3128	90	9	to	to	PART
american_scientific_journal-3128	90	10	calculate	calculate	VERB
american_scientific_journal-3128	90	11	the	the	DET
american_scientific_journal-3128	90	12	scaling	scaling	NOUN
american_scientific_journal-3128	90	13	of	of	ADP
american_scientific_journal-3128	90	14	the	the	DET
american_scientific_journal-3128	90	15	spectrum	spectrum	NOUN
american_scientific_journal-3128	90	16	[	[	X
american_scientific_journal-3128	90	17	1	1	NUM
american_scientific_journal-3128	90	18	]	]	PUNCT
american_scientific_journal-3128	90	19	.	.	PUNCT
american_scientific_journal-3128	91	1	the	the	DET
american_scientific_journal-3128	91	2	welch	welch	PROPN
american_scientific_journal-3128	91	3	psd	psd	PROPN
american_scientific_journal-3128	91	4	estimation	estimation	NOUN
american_scientific_journal-3128	91	5	is	be	AUX
american_scientific_journal-3128	91	6	presented	present	VERB
american_scientific_journal-3128	91	7	by	by	ADP
american_scientific_journal-3128	91	8	equation	equation	NOUN
american_scientific_journal-3128	91	9	1	1	NUM
american_scientific_journal-3128	91	10	:	:	PUNCT
american_scientific_journal-3128	91	11	𝑃𝑃𝑣𝑣𝑣𝑣𝑤𝑤𝑤𝑤𝑤𝑤𝑤𝑤ℎ[𝑑𝑑	𝑃𝑃𝑣𝑣𝑣𝑣𝑤𝑤𝑤𝑤𝑤𝑤𝑤𝑤ℎ[𝑑𝑑	NOUN
american_scientific_journal-3128	91	12	,	,	PUNCT
american_scientific_journal-3128	91	13	𝑘𝑘	𝑘𝑘	X
american_scientific_journal-3128	91	14	]	]	X
american_scientific_journal-3128	91	15	=	=	SYM
american_scientific_journal-3128	91	16	1	1	NUM
american_scientific_journal-3128	91	17	𝑁𝑁𝑁𝑁𝑁𝑁	𝑁𝑁𝑁𝑁𝑁𝑁	PROPN
american_scientific_journal-3128	91	18	�	�	PROPN
american_scientific_journal-3128	91	19	𝑀𝑀−1	𝑀𝑀−1	NOUN
american_scientific_journal-3128	91	20	𝑛𝑛=0	𝑛𝑛=0	NOUN
american_scientific_journal-3128	91	21	�	�	PROPN
american_scientific_journal-3128	91	22	�	�	PROPN
american_scientific_journal-3128	91	23	𝑤𝑤[𝑙𝑙	𝑤𝑤[𝑙𝑙	PROPN
american_scientific_journal-3128	91	24	−	−	PROPN
american_scientific_journal-3128	91	25	(	(	PUNCT
american_scientific_journal-3128	91	26	𝑛𝑛𝑁𝑁	𝑛𝑛𝑁𝑁	NOUN
american_scientific_journal-3128	91	27	+	+	NUM
american_scientific_journal-3128	91	28	𝐿𝐿)]𝑣𝑣𝑣𝑣[𝑙𝑙]𝑒𝑒−	𝐿𝐿)]𝑣𝑣𝑣𝑣[𝑙𝑙]𝑒𝑒−	NOUN
american_scientific_journal-3128	91	29	2𝜋𝜋𝑤𝑤𝜋𝜋	2𝜋𝜋𝑤𝑤𝜋𝜋	NUM
american_scientific_journal-3128	91	30	𝑁𝑁	𝑁𝑁	PROPN
american_scientific_journal-3128	91	31	(	(	PUNCT
american_scientific_journal-3128	91	32	𝑀𝑀𝜋𝜋+𝑛𝑛)𝑁𝑁+2𝐿𝐿	𝑀𝑀𝜋𝜋+𝑛𝑛)𝑁𝑁+2𝐿𝐿	PROPN
american_scientific_journal-3128	91	33	𝑤𝑤=(𝑀𝑀𝜋𝜋+𝑛𝑛)𝑁𝑁	𝑤𝑤=(𝑀𝑀𝜋𝜋+𝑛𝑛)𝑁𝑁	PROPN
american_scientific_journal-3128	91	34	�	�	PROPN
american_scientific_journal-3128	91	35	2	2	NUM
american_scientific_journal-3128	91	36	equation	equation	NOUN
american_scientific_journal-3128	91	37	1	1	NUM
american_scientific_journal-3128	91	38	:	:	PUNCT
american_scientific_journal-3128	91	39	welch	welch	PROPN
american_scientific_journal-3128	91	40	power	power	PROPN
american_scientific_journal-3128	91	41	spectral	spectral	ADJ
american_scientific_journal-3128	91	42	density	density	NOUN
american_scientific_journal-3128	91	43	equation	equation	NOUN
american_scientific_journal-3128	91	44	where	where	SCONJ
american_scientific_journal-3128	91	45	the	the	DET
american_scientific_journal-3128	91	46	signal	signal	NOUN
american_scientific_journal-3128	91	47	is	be	AUX
american_scientific_journal-3128	91	48	presented	present	VERB
american_scientific_journal-3128	91	49	by	by	ADP
american_scientific_journal-3128	91	50	va	va	PROPN
american_scientific_journal-3128	91	51	and	and	CCONJ
american_scientific_journal-3128	91	52	k	k	PROPN
american_scientific_journal-3128	91	53	takes	take	VERB
american_scientific_journal-3128	91	54	values	value	NOUN
american_scientific_journal-3128	91	55	k=0	k=0	PROPN
american_scientific_journal-3128	91	56	,	,	PUNCT
american_scientific_journal-3128	91	57	1,	1,	NUM
american_scientific_journal-3128	91	58	…	…	SYM
american_scientific_journal-3128	91	59	n-1	n-1	NUM
american_scientific_journal-3128	91	60	,	,	PUNCT
american_scientific_journal-3128	91	61	which	which	PRON
american_scientific_journal-3128	91	62	describes	describe	VERB
american_scientific_journal-3128	91	63	the	the	DET
american_scientific_journal-3128	91	64	signal	signal	ADJ
american_scientific_journal-3128	91	65	spectrum	spectrum	NOUN
american_scientific_journal-3128	91	66	.	.	PUNCT
american_scientific_journal-3128	92	1	w[l	w[l	NOUN
american_scientific_journal-3128	92	2	]	]	PUNCT
american_scientific_journal-3128	92	3	is	be	AUX
american_scientific_journal-3128	92	4	a	a	DET
american_scientific_journal-3128	92	5	symmetric	symmetric	ADJ
american_scientific_journal-3128	92	6	n	n	CCONJ
american_scientific_journal-3128	92	7	-	-	PUNCT
american_scientific_journal-3128	92	8	point	point	NOUN
american_scientific_journal-3128	92	9	windowing	windowing	NOUN
american_scientific_journal-3128	92	10	function	function	NOUN
american_scientific_journal-3128	92	11	.	.	PUNCT
american_scientific_journal-3128	93	1	this	this	DET
american_scientific_journal-3128	93	2	equation	equation	NOUN
american_scientific_journal-3128	93	3	shows	show	VERB
american_scientific_journal-3128	93	4	the	the	DET
american_scientific_journal-3128	93	5	averaging	averaging	NOUN
american_scientific_journal-3128	93	6	of	of	ADP
american_scientific_journal-3128	93	7	psd	psd	NOUN
american_scientific_journal-3128	93	8	of	of	ADP
american_scientific_journal-3128	93	9	m	m	PROPN
american_scientific_journal-3128	93	10	consecutive	consecutive	ADJ
american_scientific_journal-3128	93	11	nonoverlapping	nonoverlapping	ADJ
american_scientific_journal-3128	93	12	segments	segment	NOUN
american_scientific_journal-3128	93	13	of	of	ADP
american_scientific_journal-3128	93	14	length	length	NOUN
american_scientific_journal-3128	93	15	n	n	PROPN
american_scientific_journal-3128	93	16	each	each	DET
american_scientific_journal-3128	93	17	.	.	PUNCT
american_scientific_journal-3128	94	1	so	so	ADV
american_scientific_journal-3128	94	2	nm	nm	ADJ
american_scientific_journal-3128	94	3	data	data	NOUN
american_scientific_journal-3128	94	4	points	point	NOUN
american_scientific_journal-3128	94	5	will	will	AUX
american_scientific_journal-3128	94	6	be	be	AUX
american_scientific_journal-3128	94	7	used	use	VERB
american_scientific_journal-3128	94	8	.	.	PUNCT
american_scientific_journal-3128	95	1	u	u	NOUN
american_scientific_journal-3128	95	2	is	be	AUX
american_scientific_journal-3128	95	3	the	the	DET
american_scientific_journal-3128	95	4	normalization	normalization	NOUN
american_scientific_journal-3128	95	5	factor	factor	NOUN
american_scientific_journal-3128	95	6	for	for	ADP
american_scientific_journal-3128	95	7	the	the	DET
american_scientific_journal-3128	95	8	window	window	NOUN
american_scientific_journal-3128	95	9	w	w	NOUN
american_scientific_journal-3128	96	1	and	and	CCONJ
american_scientific_journal-3128	96	2	it	it	PRON
american_scientific_journal-3128	96	3	is	be	AUX
american_scientific_journal-3128	96	4	given	give	VERB
american_scientific_journal-3128	96	5	by	by	ADP
american_scientific_journal-3128	96	6	equation	equation	NOUN
american_scientific_journal-3128	96	7	2	2	NUM
american_scientific_journal-3128	96	8	:	:	PUNCT
american_scientific_journal-3128	96	9	𝑁𝑁	𝑁𝑁	PROPN
american_scientific_journal-3128	96	10	=	=	SYM
american_scientific_journal-3128	96	11	1	1	NUM
american_scientific_journal-3128	96	12	𝑁𝑁	𝑁𝑁	PROPN
american_scientific_journal-3128	96	13	�	�	PROPN
american_scientific_journal-3128	96	14	𝑤𝑤2[𝑙𝑙	𝑤𝑤2[𝑙𝑙	PROPN
american_scientific_journal-3128	96	15	]	]	PUNCT
american_scientific_journal-3128	96	16	𝐿𝐿	𝐿𝐿	PROPN
american_scientific_journal-3128	96	17	𝑤𝑤=	𝑤𝑤=	NOUN
american_scientific_journal-3128	96	18	−𝐿𝐿	−𝐿𝐿	ADJ
american_scientific_journal-3128	96	19	equation	equation	NOUN
american_scientific_journal-3128	96	20	2	2	NUM
american_scientific_journal-3128	96	21	:	:	PUNCT
american_scientific_journal-3128	96	22	normalization	normalization	NOUN
american_scientific_journal-3128	96	23	factor	factor	NOUN
american_scientific_journal-3128	96	24	in	in	ADP
american_scientific_journal-3128	96	25	welch	welch	PROPN
american_scientific_journal-3128	96	26	psd	psd	PROPN
american_scientific_journal-3128	96	27	the	the	DET
american_scientific_journal-3128	96	28	index	index	NOUN
american_scientific_journal-3128	96	29	d	d	PROPN
american_scientific_journal-3128	96	30	,	,	PUNCT
american_scientific_journal-3128	96	31	which	which	PRON
american_scientific_journal-3128	96	32	is	be	AUX
american_scientific_journal-3128	96	33	an	an	DET
american_scientific_journal-3128	96	34	integer	integer	NOUN
american_scientific_journal-3128	96	35	,	,	PUNCT
american_scientific_journal-3128	96	36	describes	describe	VERB
american_scientific_journal-3128	96	37	the	the	DET
american_scientific_journal-3128	96	38	start	start	NOUN
american_scientific_journal-3128	96	39	of	of	ADP
american_scientific_journal-3128	96	40	the	the	DET
american_scientific_journal-3128	96	41	data	data	NOUN
american_scientific_journal-3128	96	42	interval	interval	NOUN
american_scientific_journal-3128	96	43	over	over	ADP
american_scientific_journal-3128	96	44	which	which	PRON
american_scientific_journal-3128	96	45	the	the	DET
american_scientific_journal-3128	96	46	computations	computation	NOUN
american_scientific_journal-3128	96	47	are	be	AUX
american_scientific_journal-3128	96	48	performed	perform	VERB
american_scientific_journal-3128	96	49	.	.	PUNCT
american_scientific_journal-3128	97	1	the	the	DET
american_scientific_journal-3128	97	2	interval	interval	NOUN
american_scientific_journal-3128	97	3	starts	start	VERB
american_scientific_journal-3128	97	4	at	at	ADP
american_scientific_journal-3128	97	5	time	time	NOUN
american_scientific_journal-3128	97	6	dnm	dnm	PROPN
american_scientific_journal-3128	97	7	,	,	PUNCT
american_scientific_journal-3128	97	8	e.g.	e.g.	ADV
american_scientific_journal-3128	97	9	for	for	ADP
american_scientific_journal-3128	97	10	d	d	PROPN
american_scientific_journal-3128	97	11	=	=	SYM
american_scientific_journal-3128	97	12	0	0	PROPN
american_scientific_journal-3128	97	13	the	the	DET
american_scientific_journal-3128	97	14	data	data	NOUN
american_scientific_journal-3128	97	15	points	point	NOUN
american_scientific_journal-3128	97	16	at	at	ADP
american_scientific_journal-3128	97	17	times	time	NOUN
american_scientific_journal-3128	97	18	0	0	NUM
american_scientific_journal-3128	97	19	,	,	PUNCT
american_scientific_journal-3128	97	20	1	1	NUM
american_scientific_journal-3128	97	21	,	,	PUNCT
american_scientific_journal-3128	97	22	·	·	PUNCT
american_scientific_journal-3128	97	23	·	·	PUNCT
american_scientific_journal-3128	97	24	·	·	PUNCT
american_scientific_journal-3128	97	25	,	,	PUNCT
american_scientific_journal-3128	97	26	nm	nm	PROPN
american_scientific_journal-3128	97	27	-1	-1	PUNCT
american_scientific_journal-3128	97	28	are	be	AUX
american_scientific_journal-3128	97	29	used	use	VERB
american_scientific_journal-3128	97	30	for	for	ADP
american_scientific_journal-3128	97	31	spectrum	spectrum	NOUN
american_scientific_journal-3128	97	32	computations	computation	NOUN
american_scientific_journal-3128	98	1	[	[	X
american_scientific_journal-3128	98	2	23	23	NUM
american_scientific_journal-3128	98	3	]	]	PUNCT
american_scientific_journal-3128	98	4	.	.	PUNCT
american_scientific_journal-3128	99	1	furthermore	furthermore	ADV
american_scientific_journal-3128	99	2	,	,	PUNCT
american_scientific_journal-3128	99	3	the	the	DET
american_scientific_journal-3128	99	4	welch	welch	PROPN
american_scientific_journal-3128	99	5	’s	’s	PART
american_scientific_journal-3128	99	6	method	method	NOUN
american_scientific_journal-3128	99	7	returns	return	VERB
american_scientific_journal-3128	99	8	a	a	DET
american_scientific_journal-3128	99	9	biased	biased	ADJ
american_scientific_journal-3128	99	10	estimator	estimator	NOUN
american_scientific_journal-3128	99	11	of	of	ADP
american_scientific_journal-3128	99	12	psd	psd	PROPN
american_scientific_journal-3128	99	13	,	,	PUNCT
american_scientific_journal-3128	99	14	which	which	PRON
american_scientific_journal-3128	99	15	is	be	AUX
american_scientific_journal-3128	99	16	presented	present	VERB
american_scientific_journal-3128	99	17	by	by	ADP
american_scientific_journal-3128	99	18	equation	equation	NOUN
american_scientific_journal-3128	99	19	3	3	NUM
american_scientific_journal-3128	99	20	:	:	PUNCT
american_scientific_journal-3128	99	21	𝐸𝐸{𝑃𝑃𝑊𝑊𝑤𝑤𝑤𝑤𝑤𝑤ℎ(𝑓𝑓	𝐸𝐸{𝑃𝑃𝑊𝑊𝑤𝑤𝑤𝑤𝑤𝑤ℎ(𝑓𝑓	NOUN
american_scientific_journal-3128	99	22	)	)	PUNCT
american_scientific_journal-3128	99	23	}	}	PUNCT
american_scientific_journal-3128	99	24	=	=	SYM
american_scientific_journal-3128	99	25	1	1	NUM
american_scientific_journal-3128	99	26	𝐹𝐹𝐹𝐹𝐿𝐿𝑁𝑁	𝐹𝐹𝐹𝐹𝐿𝐿𝑁𝑁	PROPN
american_scientific_journal-3128	99	27	�	�	PROPN
american_scientific_journal-3128	99	28	�	�	NOUN
american_scientific_journal-3128	99	29	𝑊𝑊(𝑓𝑓	𝑊𝑊(𝑓𝑓	PROPN
american_scientific_journal-3128	99	30	−	−	PROPN
american_scientific_journal-3128	99	31	�	�	PROPN
american_scientific_journal-3128	99	32	́	́	PROPN
american_scientific_journal-3128	99	33	�	�	NOUN
american_scientific_journal-3128	99	34	𝑓)	𝑓)	SYM
american_scientific_journal-3128	99	35	�	�	NOUN
american_scientific_journal-3128	99	36	2	2	NUM
american_scientific_journal-3128	99	37	𝑃𝑃𝑥𝑥𝑥𝑥	𝑃𝑃𝑥𝑥𝑥𝑥	PROPN
american_scientific_journal-3128	99	38	(	(	PUNCT
american_scientific_journal-3128	99	39	𝑓𝑓)𝑑𝑑́	𝑓𝑓)𝑑𝑑́	NOUN
american_scientific_journal-3128	99	40	𝐹𝐹/2	𝐹𝐹/2	PUNCT
american_scientific_journal-3128	99	41	−𝐹𝐹𝐹𝐹/2	−𝐹𝐹𝐹𝐹/2	PROPN
american_scientific_journal-3128	99	42	�	�	PROPN
american_scientific_journal-3128	99	43	́	́	NOUN
american_scientific_journal-3128	99	44	�	�	NOUN
american_scientific_journal-3128	99	45	𝑓	𝑓	DET
american_scientific_journal-3128	99	46	equation	equation	NOUN
american_scientific_journal-3128	99	47	3	3	NUM
american_scientific_journal-3128	99	48	:	:	PUNCT
american_scientific_journal-3128	99	49	bias	bias	NOUN
american_scientific_journal-3128	99	50	and	and	CCONJ
american_scientific_journal-3128	99	51	normalization	normalization	NOUN
american_scientific_journal-3128	99	52	in	in	ADP
american_scientific_journal-3128	99	53	welch	welch	PROPN
american_scientific_journal-3128	99	54	's	's	PART
american_scientific_journal-3128	99	55	method	method	NOUN
american_scientific_journal-3128	99	56	here	here	ADV
american_scientific_journal-3128	99	57	l	l	NOUN
american_scientific_journal-3128	99	58	is	be	AUX
american_scientific_journal-3128	99	59	the	the	DET
american_scientific_journal-3128	99	60	length	length	NOUN
american_scientific_journal-3128	99	61	of	of	ADP
american_scientific_journal-3128	99	62	the	the	DET
american_scientific_journal-3128	99	63	data	datum	NOUN
american_scientific_journal-3128	99	64	segments	segment	NOUN
american_scientific_journal-3128	99	65	,	,	PUNCT
american_scientific_journal-3128	99	66	u	u	NOUN
american_scientific_journal-3128	99	67	is	be	AUX
american_scientific_journal-3128	99	68	the	the	DET
american_scientific_journal-3128	99	69	same	same	ADJ
american_scientific_journal-3128	99	70	normalization	normalization	NOUN
american_scientific_journal-3128	99	71	constant	constant	ADJ
american_scientific_journal-3128	99	72	present	present	NOUN
american_scientific_journal-3128	99	73	in	in	ADP
american_scientific_journal-3128	99	74	the	the	DET
american_scientific_journal-3128	99	75	definition	definition	NOUN
american_scientific_journal-3128	99	76	of	of	ADP
american_scientific_journal-3128	99	77	the	the	DET
american_scientific_journal-3128	99	78	modified	modify	VERB
american_scientific_journal-3128	99	79	periodogram	periodogram	NOUN
american_scientific_journal-3128	99	80	,	,	PUNCT
american_scientific_journal-3128	99	81	and	and	CCONJ
american_scientific_journal-3128	99	82	w[f	w[f	PRON
american_scientific_journal-3128	99	83	]	]	PUNCT
american_scientific_journal-3128	99	84	is	be	AUX
american_scientific_journal-3128	99	85	the	the	DET
american_scientific_journal-3128	99	86	fourier	fourier	ADJ
american_scientific_journal-3128	99	87	transform	transform	NOUN
american_scientific_journal-3128	99	88	of	of	ADP
american_scientific_journal-3128	99	89	the	the	DET
american_scientific_journal-3128	99	90	window	window	NOUN
american_scientific_journal-3128	99	91	function	function	NOUN
american_scientific_journal-3128	99	92	.	.	PUNCT
american_scientific_journal-3128	100	1	as	as	SCONJ
american_scientific_journal-3128	100	2	is	be	AUX
american_scientific_journal-3128	100	3	the	the	DET
american_scientific_journal-3128	100	4	case	case	NOUN
american_scientific_journal-3128	100	5	for	for	ADP
american_scientific_journal-3128	100	6	all	all	DET
american_scientific_journal-3128	100	7	periodograms	periodogram	NOUN
american_scientific_journal-3128	100	8	,	,	PUNCT
american_scientific_journal-3128	100	9	welch	welch	PROPN
american_scientific_journal-3128	100	10	's	's	PART
american_scientific_journal-3128	100	11	estimator	estimator	NOUN
american_scientific_journal-3128	100	12	is	be	AUX
american_scientific_journal-3128	100	13	asymptotically	asymptotically	ADV
american_scientific_journal-3128	100	14	unbiased	unbiased	ADJ
american_scientific_journal-3128	100	15	.	.	PUNCT
american_scientific_journal-3128	101	1	for	for	ADP
american_scientific_journal-3128	101	2	a	a	DET
american_scientific_journal-3128	101	3	fixed	fix	VERB
american_scientific_journal-3128	101	4	length	length	NOUN
american_scientific_journal-3128	101	5	data	datum	NOUN
american_scientific_journal-3128	101	6	record	record	NOUN
american_scientific_journal-3128	101	7	,	,	PUNCT
american_scientific_journal-3128	101	8	the	the	DET
american_scientific_journal-3128	101	9	bias	bias	NOUN
american_scientific_journal-3128	101	10	of	of	ADP
american_scientific_journal-3128	101	11	welch	welch	PROPN
american_scientific_journal-3128	101	12	's	's	PART
american_scientific_journal-3128	101	13	estimate	estimate	NOUN
american_scientific_journal-3128	101	14	is	be	AUX
american_scientific_journal-3128	101	15	larger	large	ADJ
american_scientific_journal-3128	101	16	than	than	ADP
american_scientific_journal-3128	101	17	the	the	DET
american_scientific_journal-3128	101	18	periodogram	periodogram	NOUN
american_scientific_journal-3128	101	19	value	value	NOUN
american_scientific_journal-3128	101	20	,	,	PUNCT
american_scientific_journal-3128	101	21	because	because	SCONJ
american_scientific_journal-3128	101	22	the	the	DET
american_scientific_journal-3128	101	23	length	length	NOUN
american_scientific_journal-3128	101	24	of	of	ADP
american_scientific_journal-3128	101	25	the	the	DET
american_scientific_journal-3128	101	26	segments	segment	NOUN
american_scientific_journal-3128	101	27	is	be	AUX
american_scientific_journal-3128	101	28	less	less	ADJ
american_scientific_journal-3128	101	29	than	than	ADP
american_scientific_journal-3128	101	30	the	the	DET
american_scientific_journal-3128	101	31	length	length	NOUN
american_scientific_journal-3128	101	32	of	of	ADP
american_scientific_journal-3128	101	33	the	the	DET
american_scientific_journal-3128	101	34	entire	entire	ADJ
american_scientific_journal-3128	101	35	data	datum	NOUN
american_scientific_journal-3128	101	36	sample	sample	NOUN
american_scientific_journal-3128	101	37	.	.	PUNCT
american_scientific_journal-3128	102	1	the	the	DET
american_scientific_journal-3128	102	2	variance	variance	NOUN
american_scientific_journal-3128	102	3	of	of	ADP
american_scientific_journal-3128	102	4	welch	welch	PROPN
american_scientific_journal-3128	102	5	's	's	PART
american_scientific_journal-3128	102	6	estimator	estimator	NOUN
american_scientific_journal-3128	102	7	is	be	AUX
american_scientific_journal-3128	102	8	difficult	difficult	ADJ
american_scientific_journal-3128	102	9	to	to	PART
american_scientific_journal-3128	102	10	compute	compute	VERB
american_scientific_journal-3128	102	11	because	because	SCONJ
american_scientific_journal-3128	102	12	it	it	PRON
american_scientific_journal-3128	102	13	depends	depend	VERB
american_scientific_journal-3128	102	14	on	on	ADP
american_scientific_journal-3128	102	15	both	both	DET
american_scientific_journal-3128	102	16	windows	window	NOUN
american_scientific_journal-3128	102	17	used	use	VERB
american_scientific_journal-3128	102	18	and	and	CCONJ
american_scientific_journal-3128	102	19	the	the	DET
american_scientific_journal-3128	102	20	amount	amount	NOUN
american_scientific_journal-3128	102	21	of	of	ADP
american_scientific_journal-3128	102	22	overlap	overlap	NOUN
american_scientific_journal-3128	102	23	between	between	ADP
american_scientific_journal-3128	102	24	segments	segment	NOUN
american_scientific_journal-3128	102	25	.	.	PUNCT
american_scientific_journal-3128	103	1	basically	basically	ADV
american_scientific_journal-3128	103	2	,	,	PUNCT
american_scientific_journal-3128	103	3	the	the	DET
american_scientific_journal-3128	103	4	variance	variance	NOUN
american_scientific_journal-3128	103	5	is	be	AUX
american_scientific_journal-3128	103	6	inversely	inversely	ADV
american_scientific_journal-3128	103	7	proportional	proportional	ADJ
american_scientific_journal-3128	103	8	to	to	ADP
american_scientific_journal-3128	103	9	the	the	DET
american_scientific_journal-3128	103	10	number	number	NOUN
american_scientific_journal-3128	103	11	of	of	ADP
american_scientific_journal-3128	103	12	segments	segment	NOUN
american_scientific_journal-3128	103	13	whose	whose	DET
american_scientific_journal-3128	103	14	modified	modified	ADJ
american_scientific_journal-3128	103	15	periodograms	periodogram	NOUN
american_scientific_journal-3128	103	16	are	be	AUX
american_scientific_journal-3128	103	17	being	be	AUX
american_scientific_journal-3128	103	18	averaged	average	VERB
american_scientific_journal-3128	103	19	[	[	PUNCT
american_scientific_journal-3128	103	20	17,23,24,25	17,23,24,25	NUM
american_scientific_journal-3128	103	21	]	]	PUNCT
american_scientific_journal-3128	103	22	.	.	PUNCT
american_scientific_journal-3128	104	1	3.2	3.2	NUM
american_scientific_journal-3128	104	2	.	.	PUNCT
american_scientific_journal-3128	105	1	pattern	pattern	NOUN
american_scientific_journal-3128	105	2	classification	classification	NOUN
american_scientific_journal-3128	105	3	methods	method	NOUN
american_scientific_journal-3128	105	4	in	in	ADP
american_scientific_journal-3128	105	5	order	order	NOUN
american_scientific_journal-3128	105	6	to	to	PART
american_scientific_journal-3128	105	7	obtain	obtain	VERB
american_scientific_journal-3128	105	8	the	the	DET
american_scientific_journal-3128	105	9	best	good	ADJ
american_scientific_journal-3128	105	10	-	-	PUNCT
american_scientific_journal-3128	105	11	case	case	NOUN
american_scientific_journal-3128	105	12	scenario	scenario	NOUN
american_scientific_journal-3128	105	13	of	of	ADP
american_scientific_journal-3128	105	14	data	datum	NOUN
american_scientific_journal-3128	105	15	analysis	analysis	NOUN
american_scientific_journal-3128	105	16	in	in	ADP
american_scientific_journal-3128	105	17	this	this	DET
american_scientific_journal-3128	105	18	course	course	NOUN
american_scientific_journal-3128	105	19	project	project	NOUN
american_scientific_journal-3128	105	20	,	,	PUNCT
american_scientific_journal-3128	105	21	several	several	ADJ
american_scientific_journal-3128	105	22	classifiers	classifier	NOUN
american_scientific_journal-3128	105	23	,	,	PUNCT
american_scientific_journal-3128	105	24	such	such	ADJ
american_scientific_journal-3128	105	25	as	as	ADP
american_scientific_journal-3128	105	26	support	support	NOUN
american_scientific_journal-3128	105	27	vector	vector	NOUN
american_scientific_journal-3128	105	28	machine	machine	NOUN
american_scientific_journal-3128	105	29	,	,	PUNCT
american_scientific_journal-3128	105	30	k	k	X
american_scientific_journal-3128	105	31	–	–	PUNCT
american_scientific_journal-3128	105	32	nearest	near	ADJ
american_scientific_journal-3128	105	33	neighbour	neighbour	ADJ
american_scientific_journal-3128	105	34	and	and	CCONJ
american_scientific_journal-3128	105	35	artificial	artificial	ADJ
american_scientific_journal-3128	105	36	neural	neural	ADJ
american_scientific_journal-3128	105	37	networks	network	NOUN
american_scientific_journal-3128	105	38	with	with	ADP
american_scientific_journal-3128	105	39	a	a	DET
american_scientific_journal-3128	105	40	variety	variety	NOUN
american_scientific_journal-3128	105	41	of	of	ADP
american_scientific_journal-3128	105	42	parameters	parameter	NOUN
american_scientific_journal-3128	105	43	,	,	PUNCT
american_scientific_journal-3128	105	44	american	american	ADJ
american_scientific_journal-3128	105	45	scientific	scientific	ADJ
american_scientific_journal-3128	105	46	research	research	NOUN
american_scientific_journal-3128	105	47	journal	journal	NOUN
american_scientific_journal-3128	105	48	for	for	ADP
american_scientific_journal-3128	105	49	engineering	engineering	NOUN
american_scientific_journal-3128	105	50	,	,	PUNCT
american_scientific_journal-3128	105	51	technology	technology	NOUN
american_scientific_journal-3128	105	52	,	,	PUNCT
american_scientific_journal-3128	105	53	and	and	CCONJ
american_scientific_journal-3128	105	54	sciences	science	NOUN
american_scientific_journal-3128	105	55	(	(	PUNCT
american_scientific_journal-3128	105	56	asrjets	asrjet	NOUN
american_scientific_journal-3128	105	57	)	)	PUNCT
american_scientific_journal-3128	105	58	(	(	PUNCT
american_scientific_journal-3128	105	59	2017	2017	NUM
american_scientific_journal-3128	105	60	)	)	PUNCT
american_scientific_journal-3128	105	61	volume	volume	NOUN
american_scientific_journal-3128	105	62	33	33	NUM
american_scientific_journal-3128	105	63	,	,	PUNCT
american_scientific_journal-3128	105	64	no	no	DET
american_scientific_journal-3128	105	65	1	1	NUM
american_scientific_journal-3128	105	66	,	,	PUNCT
american_scientific_journal-3128	105	67	pp	pp	ADV
american_scientific_journal-3128	105	68	124	124	NUM
american_scientific_journal-3128	105	69	-	-	SYM
american_scientific_journal-3128	105	70	145	145	NUM
american_scientific_journal-3128	105	71	129	129	NUM
american_scientific_journal-3128	105	72	were	be	AUX
american_scientific_journal-3128	105	73	trained	train	VERB
american_scientific_journal-3128	105	74	and	and	CCONJ
american_scientific_journal-3128	105	75	the	the	DET
american_scientific_journal-3128	105	76	results	result	NOUN
american_scientific_journal-3128	105	77	of	of	ADP
american_scientific_journal-3128	105	78	all	all	DET
american_scientific_journal-3128	105	79	classifiers	classifier	NOUN
american_scientific_journal-3128	105	80	were	be	AUX
american_scientific_journal-3128	105	81	compared	compare	VERB
american_scientific_journal-3128	105	82	together	together	ADV
american_scientific_journal-3128	105	83	,	,	PUNCT
american_scientific_journal-3128	105	84	which	which	PRON
american_scientific_journal-3128	105	85	will	will	AUX
american_scientific_journal-3128	105	86	be	be	AUX
american_scientific_journal-3128	105	87	studied	study	VERB
american_scientific_journal-3128	105	88	in	in	ADP
american_scientific_journal-3128	105	89	the	the	DET
american_scientific_journal-3128	105	90	next	next	ADJ
american_scientific_journal-3128	105	91	chapter	chapter	NOUN
american_scientific_journal-3128	105	92	.	.	PUNCT
american_scientific_journal-3128	106	1	3.2.1	3.2.1	NUM
american_scientific_journal-3128	106	2	.	.	PUNCT
american_scientific_journal-3128	107	1	k	k	X
american_scientific_journal-3128	107	2	-	-	PUNCT
american_scientific_journal-3128	107	3	nearest	near	ADJ
american_scientific_journal-3128	107	4	neighbor	neighbor	NOUN
american_scientific_journal-3128	107	5	algorithm	algorithm	NOUN
american_scientific_journal-3128	107	6	(	(	PUNCT
american_scientific_journal-3128	107	7	k	k	PROPN
american_scientific_journal-3128	107	8	–	–	PUNCT
american_scientific_journal-3128	107	9	nn	nn	PROPN
american_scientific_journal-3128	107	10	)	)	PUNCT
american_scientific_journal-3128	107	11	k	k	PROPN
american_scientific_journal-3128	107	12	–	–	PUNCT
american_scientific_journal-3128	107	13	nn	nn	PROPN
american_scientific_journal-3128	107	14	is	be	AUX
american_scientific_journal-3128	107	15	a	a	DET
american_scientific_journal-3128	107	16	simple	simple	ADJ
american_scientific_journal-3128	107	17	and	and	CCONJ
american_scientific_journal-3128	107	18	fast	fast	ADJ
american_scientific_journal-3128	107	19	algorithm	algorithm	NOUN
american_scientific_journal-3128	107	20	in	in	ADP
american_scientific_journal-3128	107	21	pattern	pattern	NOUN
american_scientific_journal-3128	107	22	recognition	recognition	NOUN
american_scientific_journal-3128	107	23	,	,	PUNCT
american_scientific_journal-3128	107	24	which	which	PRON
american_scientific_journal-3128	107	25	is	be	AUX
american_scientific_journal-3128	107	26	based	base	VERB
american_scientific_journal-3128	107	27	on	on	ADP
american_scientific_journal-3128	107	28	closest	close	ADJ
american_scientific_journal-3128	107	29	training	training	NOUN
american_scientific_journal-3128	107	30	examples	example	NOUN
american_scientific_journal-3128	107	31	in	in	ADP
american_scientific_journal-3128	107	32	the	the	DET
american_scientific_journal-3128	107	33	feature	feature	NOUN
american_scientific_journal-3128	107	34	space	space	NOUN
american_scientific_journal-3128	107	35	.	.	PUNCT
american_scientific_journal-3128	108	1	the	the	DET
american_scientific_journal-3128	108	2	objective	objective	NOUN
american_scientific_journal-3128	108	3	of	of	ADP
american_scientific_journal-3128	108	4	k	k	PROPN
american_scientific_journal-3128	108	5	–	–	PUNCT
american_scientific_journal-3128	108	6	nn	nn	PROPN
american_scientific_journal-3128	108	7	is	be	AUX
american_scientific_journal-3128	108	8	to	to	PART
american_scientific_journal-3128	108	9	classify	classify	VERB
american_scientific_journal-3128	108	10	an	an	DET
american_scientific_journal-3128	108	11	object	object	NOUN
american_scientific_journal-3128	108	12	by	by	ADP
american_scientific_journal-3128	108	13	a	a	DET
american_scientific_journal-3128	108	14	majority	majority	NOUN
american_scientific_journal-3128	108	15	vote	vote	NOUN
american_scientific_journal-3128	108	16	of	of	ADP
american_scientific_journal-3128	108	17	its	its	PRON
american_scientific_journal-3128	108	18	neighbours	neighbour	NOUN
american_scientific_journal-3128	108	19	.	.	PUNCT
american_scientific_journal-3128	109	1	k	k	X
american_scientific_journal-3128	109	2	representing	represent	VERB
american_scientific_journal-3128	109	3	the	the	DET
american_scientific_journal-3128	109	4	class	class	NOUN
american_scientific_journal-3128	109	5	of	of	ADP
american_scientific_journal-3128	109	6	nearest	near	ADJ
american_scientific_journal-3128	109	7	neighbours	neighbour	NOUN
american_scientific_journal-3128	109	8	is	be	AUX
american_scientific_journal-3128	109	9	a	a	DET
american_scientific_journal-3128	109	10	positive	positive	ADJ
american_scientific_journal-3128	109	11	integer	integer	NOUN
american_scientific_journal-3128	109	12	,	,	PUNCT
american_scientific_journal-3128	109	13	which	which	PRON
american_scientific_journal-3128	109	14	is	be	AUX
american_scientific_journal-3128	109	15	typically	typically	ADV
american_scientific_journal-3128	109	16	small	small	ADJ
american_scientific_journal-3128	109	17	.	.	PUNCT
american_scientific_journal-3128	110	1	in	in	ADP
american_scientific_journal-3128	110	2	binary	binary	ADJ
american_scientific_journal-3128	110	3	classification	classification	NOUN
american_scientific_journal-3128	110	4	(	(	PUNCT
american_scientific_journal-3128	110	5	like	like	ADP
american_scientific_journal-3128	110	6	this	this	DET
american_scientific_journal-3128	110	7	project	project	NOUN
american_scientific_journal-3128	110	8	)	)	PUNCT
american_scientific_journal-3128	111	1	k	k	PROPN
american_scientific_journal-3128	111	2	will	will	AUX
american_scientific_journal-3128	111	3	be	be	AUX
american_scientific_journal-3128	111	4	an	an	DET
american_scientific_journal-3128	111	5	odd	odd	ADJ
american_scientific_journal-3128	111	6	number	number	NOUN
american_scientific_journal-3128	111	7	selected	select	VERB
american_scientific_journal-3128	111	8	by	by	ADP
american_scientific_journal-3128	111	9	experience	experience	NOUN
american_scientific_journal-3128	111	10	or	or	CCONJ
american_scientific_journal-3128	111	11	through	through	ADP
american_scientific_journal-3128	111	12	cross	cross	NOUN
american_scientific_journal-3128	111	13	validation	validation	NOUN
american_scientific_journal-3128	111	14	[	[	X
american_scientific_journal-3128	111	15	26	26	NUM
american_scientific_journal-3128	111	16	]	]	PUNCT
american_scientific_journal-3128	111	17	.	.	PUNCT
american_scientific_journal-3128	112	1	3.2.2	3.2.2	X
american_scientific_journal-3128	112	2	.	.	PUNCT
american_scientific_journal-3128	113	1	support	support	NOUN
american_scientific_journal-3128	113	2	vector	vector	NOUN
american_scientific_journal-3128	113	3	machine	machine	NOUN
american_scientific_journal-3128	113	4	(	(	PUNCT
american_scientific_journal-3128	113	5	svm	svm	PROPN
american_scientific_journal-3128	113	6	)	)	PUNCT
american_scientific_journal-3128	113	7	support	support	NOUN
american_scientific_journal-3128	113	8	vector	vector	NOUN
american_scientific_journal-3128	113	9	machine	machine	NOUN
american_scientific_journal-3128	113	10	or	or	CCONJ
american_scientific_journal-3128	113	11	briefly	briefly	ADV
american_scientific_journal-3128	113	12	“	"	PUNCT
american_scientific_journal-3128	113	13	svm	svm	PROPN
american_scientific_journal-3128	113	14	”	"	PUNCT
american_scientific_journal-3128	113	15	is	be	AUX
american_scientific_journal-3128	113	16	a	a	DET
american_scientific_journal-3128	113	17	supervised	supervised	ADJ
american_scientific_journal-3128	113	18	classification	classification	NOUN
american_scientific_journal-3128	113	19	method	method	NOUN
american_scientific_journal-3128	113	20	in	in	ADP
american_scientific_journal-3128	113	21	statistics	statistic	NOUN
american_scientific_journal-3128	113	22	and	and	CCONJ
american_scientific_journal-3128	113	23	computer	computer	NOUN
american_scientific_journal-3128	113	24	science	science	NOUN
american_scientific_journal-3128	113	25	,	,	PUNCT
american_scientific_journal-3128	113	26	which	which	PRON
american_scientific_journal-3128	113	27	is	be	AUX
american_scientific_journal-3128	113	28	a	a	DET
american_scientific_journal-3128	113	29	powerful	powerful	ADJ
american_scientific_journal-3128	113	30	tool	tool	NOUN
american_scientific_journal-3128	113	31	for	for	ADP
american_scientific_journal-3128	113	32	recognizing	recognize	VERB
american_scientific_journal-3128	113	33	patterns	pattern	NOUN
american_scientific_journal-3128	113	34	.	.	PUNCT
american_scientific_journal-3128	114	1	it	it	PRON
american_scientific_journal-3128	114	2	is	be	AUX
american_scientific_journal-3128	114	3	mostly	mostly	ADV
american_scientific_journal-3128	114	4	used	use	VERB
american_scientific_journal-3128	114	5	in	in	ADP
american_scientific_journal-3128	114	6	regression	regression	NOUN
american_scientific_journal-3128	114	7	analysis	analysis	NOUN
american_scientific_journal-3128	114	8	and	and	CCONJ
american_scientific_journal-3128	114	9	classification	classification	NOUN
american_scientific_journal-3128	114	10	problems	problem	NOUN
american_scientific_journal-3128	114	11	.	.	PUNCT
american_scientific_journal-3128	115	1	this	this	DET
american_scientific_journal-3128	115	2	classifier	classifier	NOUN
american_scientific_journal-3128	115	3	became	become	VERB
american_scientific_journal-3128	115	4	popular	popular	ADJ
american_scientific_journal-3128	115	5	when	when	SCONJ
american_scientific_journal-3128	115	6	it	it	PRON
american_scientific_journal-3128	115	7	had	have	VERB
american_scientific_journal-3128	115	8	an	an	DET
american_scientific_journal-3128	115	9	excellent	excellent	ADJ
american_scientific_journal-3128	115	10	reputation	reputation	NOUN
american_scientific_journal-3128	115	11	in	in	ADP
american_scientific_journal-3128	115	12	manuscript	manuscript	NOUN
american_scientific_journal-3128	115	13	classification	classification	NOUN
american_scientific_journal-3128	115	14	projects	project	NOUN
american_scientific_journal-3128	115	15	during	during	ADP
american_scientific_journal-3128	115	16	the	the	DET
american_scientific_journal-3128	115	17	early	early	ADJ
american_scientific_journal-3128	115	18	2000s	2000s	NUM
american_scientific_journal-3128	115	19	.	.	PUNCT
american_scientific_journal-3128	116	1	several	several	ADJ
american_scientific_journal-3128	116	2	kernel	kernel	NOUN
american_scientific_journal-3128	116	3	functions	function	NOUN
american_scientific_journal-3128	116	4	can	can	AUX
american_scientific_journal-3128	116	5	be	be	AUX
american_scientific_journal-3128	116	6	used	use	VERB
american_scientific_journal-3128	116	7	in	in	ADP
american_scientific_journal-3128	116	8	svm	svm	PROPN
american_scientific_journal-3128	116	9	such	such	ADJ
american_scientific_journal-3128	116	10	as	as	ADP
american_scientific_journal-3128	116	11	linear	linear	ADJ
american_scientific_journal-3128	116	12	,	,	PUNCT
american_scientific_journal-3128	116	13	quadratic	quadratic	ADJ
american_scientific_journal-3128	116	14	,	,	PUNCT
american_scientific_journal-3128	116	15	gaussian	gaussian	ADJ
american_scientific_journal-3128	116	16	radial	radial	ADJ
american_scientific_journal-3128	116	17	basis	basis	NOUN
american_scientific_journal-3128	116	18	function	function	NOUN
american_scientific_journal-3128	116	19	called	call	VERB
american_scientific_journal-3128	116	20	rbf	rbf	PROPN
american_scientific_journal-3128	116	21	,	,	PUNCT
american_scientific_journal-3128	116	22	polynomial	polynomial	ADJ
american_scientific_journal-3128	116	23	,	,	PUNCT
american_scientific_journal-3128	116	24	etc	etc	X
american_scientific_journal-3128	116	25	.	.	X
american_scientific_journal-3128	117	1	[	[	X
american_scientific_journal-3128	117	2	21	21	NUM
american_scientific_journal-3128	117	3	]	]	PUNCT
american_scientific_journal-3128	117	4	.	.	PUNCT
american_scientific_journal-3128	118	1	svm	svm	PROPN
american_scientific_journal-3128	118	2	needs	need	VERB
american_scientific_journal-3128	118	3	a	a	DET
american_scientific_journal-3128	118	4	lot	lot	NOUN
american_scientific_journal-3128	118	5	of	of	ADP
american_scientific_journal-3128	118	6	data	datum	NOUN
american_scientific_journal-3128	118	7	to	to	PART
american_scientific_journal-3128	118	8	be	be	AUX
american_scientific_journal-3128	118	9	well	well	ADV
american_scientific_journal-3128	118	10	trained	train	VERB
american_scientific_journal-3128	118	11	for	for	ADP
american_scientific_journal-3128	118	12	getting	get	VERB
american_scientific_journal-3128	118	13	trustable	trustable	ADJ
american_scientific_journal-3128	118	14	results	result	NOUN
american_scientific_journal-3128	118	15	and	and	CCONJ
american_scientific_journal-3128	118	16	high	high	ADJ
american_scientific_journal-3128	118	17	accuracy	accuracy	NOUN
american_scientific_journal-3128	118	18	.	.	PUNCT
american_scientific_journal-3128	119	1	3.2.3	3.2.3	X
american_scientific_journal-3128	119	2	.	.	PUNCT
american_scientific_journal-3128	119	3	artificial	artificial	ADJ
american_scientific_journal-3128	119	4	neural	neural	ADJ
american_scientific_journal-3128	119	5	network	network	NOUN
american_scientific_journal-3128	119	6	(	(	PUNCT
american_scientific_journal-3128	119	7	ann	ann	PROPN
american_scientific_journal-3128	119	8	)	)	PUNCT
american_scientific_journal-3128	119	9	ann	ann	PROPN
american_scientific_journal-3128	119	10	is	be	AUX
american_scientific_journal-3128	119	11	a	a	DET
american_scientific_journal-3128	119	12	mathematical	mathematical	ADJ
american_scientific_journal-3128	119	13	model	model	NOUN
american_scientific_journal-3128	119	14	inspired	inspire	VERB
american_scientific_journal-3128	119	15	by	by	ADP
american_scientific_journal-3128	119	16	biological	biological	ADJ
american_scientific_journal-3128	119	17	neural	neural	ADJ
american_scientific_journal-3128	119	18	networks	network	NOUN
american_scientific_journal-3128	119	19	.	.	PUNCT
american_scientific_journal-3128	120	1	modern	modern	ADJ
american_scientific_journal-3128	120	2	neural	neural	ADJ
american_scientific_journal-3128	120	3	networks	network	NOUN
american_scientific_journal-3128	120	4	,	,	PUNCT
american_scientific_journal-3128	120	5	which	which	PRON
american_scientific_journal-3128	120	6	are	be	AUX
american_scientific_journal-3128	120	7	usually	usually	ADV
american_scientific_journal-3128	120	8	non	non	ADJ
american_scientific_journal-3128	120	9	-	-	ADJ
american_scientific_journal-3128	120	10	linear	linear	ADJ
american_scientific_journal-3128	120	11	statistical	statistical	ADJ
american_scientific_journal-3128	120	12	data	datum	NOUN
american_scientific_journal-3128	120	13	modeling	modeling	NOUN
american_scientific_journal-3128	120	14	,	,	PUNCT
american_scientific_journal-3128	120	15	are	be	AUX
american_scientific_journal-3128	120	16	used	use	VERB
american_scientific_journal-3128	120	17	to	to	PART
american_scientific_journal-3128	120	18	model	model	VERB
american_scientific_journal-3128	120	19	or	or	CCONJ
american_scientific_journal-3128	120	20	simulate	simulate	VERB
american_scientific_journal-3128	120	21	complex	complex	ADJ
american_scientific_journal-3128	120	22	relationships	relationship	NOUN
american_scientific_journal-3128	120	23	between	between	ADP
american_scientific_journal-3128	120	24	inputs	input	NOUN
american_scientific_journal-3128	120	25	and	and	CCONJ
american_scientific_journal-3128	120	26	outputs	output	NOUN
american_scientific_journal-3128	120	27	or	or	CCONJ
american_scientific_journal-3128	120	28	to	to	PART
american_scientific_journal-3128	120	29	find	find	VERB
american_scientific_journal-3128	120	30	patterns	pattern	NOUN
american_scientific_journal-3128	120	31	in	in	ADP
american_scientific_journal-3128	120	32	data	datum	NOUN
american_scientific_journal-3128	120	33	.	.	PUNCT
american_scientific_journal-3128	121	1	it	it	PRON
american_scientific_journal-3128	121	2	consists	consist	VERB
american_scientific_journal-3128	121	3	of	of	ADP
american_scientific_journal-3128	121	4	hidden	hidden	ADJ
american_scientific_journal-3128	121	5	layers	layer	NOUN
american_scientific_journal-3128	121	6	and	and	CCONJ
american_scientific_journal-3128	121	7	neurons	neuron	NOUN
american_scientific_journal-3128	121	8	processing	processing	NOUN
american_scientific_journal-3128	121	9	information	information	NOUN
american_scientific_journal-3128	121	10	using	use	VERB
american_scientific_journal-3128	121	11	connectionist	connectionist	NOUN
american_scientific_journal-3128	121	12	algorithm	algorithm	NOUN
american_scientific_journal-3128	121	13	for	for	ADP
american_scientific_journal-3128	121	14	computation	computation	NOUN
american_scientific_journal-3128	121	15	.	.	PUNCT
american_scientific_journal-3128	122	1	ann	ann	PROPN
american_scientific_journal-3128	122	2	could	could	AUX
american_scientific_journal-3128	122	3	be	be	AUX
american_scientific_journal-3128	122	4	categorised	categorise	VERB
american_scientific_journal-3128	122	5	in	in	ADP
american_scientific_journal-3128	122	6	supervised	supervised	ADJ
american_scientific_journal-3128	122	7	or	or	CCONJ
american_scientific_journal-3128	122	8	unsupervised	unsupervised	ADJ
american_scientific_journal-3128	122	9	learning	learning	NOUN
american_scientific_journal-3128	122	10	methods	method	NOUN
american_scientific_journal-3128	122	11	depending	depend	VERB
american_scientific_journal-3128	122	12	how	how	SCONJ
american_scientific_journal-3128	122	13	it	it	PRON
american_scientific_journal-3128	122	14	would	would	AUX
american_scientific_journal-3128	122	15	be	be	AUX
american_scientific_journal-3128	122	16	trained	train	VERB
american_scientific_journal-3128	122	17	[	[	PUNCT
american_scientific_journal-3128	122	18	21	21	NUM
american_scientific_journal-3128	122	19	]	]	PUNCT
american_scientific_journal-3128	122	20	.	.	PUNCT
american_scientific_journal-3128	123	1	in	in	ADP
american_scientific_journal-3128	123	2	terms	term	NOUN
american_scientific_journal-3128	123	3	of	of	ADP
american_scientific_journal-3128	123	4	time	time	NOUN
american_scientific_journal-3128	123	5	processing	processing	NOUN
american_scientific_journal-3128	123	6	,	,	PUNCT
american_scientific_journal-3128	123	7	ann	ann	PROPN
american_scientific_journal-3128	123	8	is	be	AUX
american_scientific_journal-3128	123	9	a	a	DET
american_scientific_journal-3128	123	10	slow	slow	ADJ
american_scientific_journal-3128	123	11	algorithm	algorithm	NOUN
american_scientific_journal-3128	123	12	compared	compare	VERB
american_scientific_journal-3128	123	13	to	to	ADP
american_scientific_journal-3128	123	14	svm	svm	VERB
american_scientific_journal-3128	123	15	but	but	CCONJ
american_scientific_journal-3128	123	16	its	its	PRON
american_scientific_journal-3128	123	17	sensitivity	sensitivity	NOUN
american_scientific_journal-3128	123	18	to	to	ADP
american_scientific_journal-3128	123	19	number	number	NOUN
american_scientific_journal-3128	123	20	of	of	ADP
american_scientific_journal-3128	123	21	data	datum	NOUN
american_scientific_journal-3128	123	22	is	be	AUX
american_scientific_journal-3128	123	23	less	less	ADJ
american_scientific_journal-3128	123	24	than	than	ADP
american_scientific_journal-3128	123	25	svm	svm	ADJ
american_scientific_journal-3128	123	26	.	.	PROPN
american_scientific_journal-3128	123	27	4	4	X
american_scientific_journal-3128	123	28	.	.	X
american_scientific_journal-3128	123	29	discussion	discussion	NOUN
american_scientific_journal-3128	123	30	of	of	ADP
american_scientific_journal-3128	123	31	experiments	experiment	NOUN
american_scientific_journal-3128	123	32	and	and	CCONJ
american_scientific_journal-3128	123	33	results	result	NOUN
american_scientific_journal-3128	123	34	in	in	ADP
american_scientific_journal-3128	123	35	this	this	DET
american_scientific_journal-3128	123	36	chapter	chapter	NOUN
american_scientific_journal-3128	123	37	,	,	PUNCT
american_scientific_journal-3128	123	38	the	the	DET
american_scientific_journal-3128	123	39	whole	whole	ADJ
american_scientific_journal-3128	123	40	processing	processing	NOUN
american_scientific_journal-3128	123	41	eeg	eeg	NOUN
american_scientific_journal-3128	123	42	signals	signal	NOUN
american_scientific_journal-3128	123	43	will	will	AUX
american_scientific_journal-3128	123	44	be	be	AUX
american_scientific_journal-3128	123	45	studied	study	VERB
american_scientific_journal-3128	123	46	step	step	NOUN
american_scientific_journal-3128	123	47	by	by	ADP
american_scientific_journal-3128	123	48	step	step	NOUN
american_scientific_journal-3128	123	49	and	and	CCONJ
american_scientific_journal-3128	123	50	the	the	DET
american_scientific_journal-3128	123	51	results	result	NOUN
american_scientific_journal-3128	123	52	will	will	AUX
american_scientific_journal-3128	123	53	be	be	AUX
american_scientific_journal-3128	123	54	discussed	discuss	VERB
american_scientific_journal-3128	123	55	.	.	PUNCT
american_scientific_journal-3128	124	1	as	as	SCONJ
american_scientific_journal-3128	124	2	mentioned	mention	VERB
american_scientific_journal-3128	124	3	in	in	ADP
american_scientific_journal-3128	124	4	the	the	DET
american_scientific_journal-3128	124	5	previous	previous	ADJ
american_scientific_journal-3128	124	6	chapter	chapter	NOUN
american_scientific_journal-3128	124	7	,	,	PUNCT
american_scientific_journal-3128	124	8	there	there	PRON
american_scientific_journal-3128	124	9	are	be	VERB
american_scientific_journal-3128	124	10	four	four	NUM
american_scientific_journal-3128	124	11	main	main	ADJ
american_scientific_journal-3128	124	12	phases	phase	NOUN
american_scientific_journal-3128	124	13	in	in	ADP
american_scientific_journal-3128	124	14	the	the	DET
american_scientific_journal-3128	124	15	designed	design	VERB
american_scientific_journal-3128	124	16	algorithm	algorithm	NOUN
american_scientific_journal-3128	124	17	for	for	ADP
american_scientific_journal-3128	124	18	this	this	DET
american_scientific_journal-3128	124	19	classification	classification	NOUN
american_scientific_journal-3128	124	20	problem	problem	NOUN
american_scientific_journal-3128	124	21	.	.	PUNCT
american_scientific_journal-3128	125	1	first	first	ADV
american_scientific_journal-3128	125	2	,	,	PUNCT
american_scientific_journal-3128	125	3	data	datum	NOUN
american_scientific_journal-3128	125	4	collection	collection	NOUN
american_scientific_journal-3128	125	5	was	be	AUX
american_scientific_journal-3128	125	6	performed	perform	VERB
american_scientific_journal-3128	125	7	,	,	PUNCT
american_scientific_journal-3128	125	8	which	which	PRON
american_scientific_journal-3128	125	9	was	be	AUX
american_scientific_journal-3128	125	10	followed	follow	VERB
american_scientific_journal-3128	125	11	by	by	ADP
american_scientific_journal-3128	125	12	a	a	DET
american_scientific_journal-3128	125	13	pre	pre	ADJ
american_scientific_journal-3128	125	14	–	–	PUNCT
american_scientific_journal-3128	125	15	processing	processing	NOUN
american_scientific_journal-3128	125	16	,	,	PUNCT
american_scientific_journal-3128	125	17	feature	feature	NOUN
american_scientific_journal-3128	125	18	extraction	extraction	NOUN
american_scientific_journal-3128	125	19	,	,	PUNCT
american_scientific_journal-3128	125	20	and	and	CCONJ
american_scientific_journal-3128	125	21	finally	finally	ADV
american_scientific_journal-3128	125	22	classification	classification	NOUN
american_scientific_journal-3128	125	23	.	.	PUNCT
american_scientific_journal-3128	126	1	r2010b	r2010b	ADP
american_scientific_journal-3128	126	2	matlab	matlab	PROPN
american_scientific_journal-3128	126	3	version	version	NOUN
american_scientific_journal-3128	126	4	7.11.0.584	7.11.0.584	NOUN
american_scientific_journal-3128	126	5	(	(	PUNCT
american_scientific_journal-3128	126	6	64	64	NUM
american_scientific_journal-3128	126	7	-	-	PUNCT
american_scientific_journal-3128	126	8	bit	bit	NOUN
american_scientific_journal-3128	126	9	)	)	PUNCT
american_scientific_journal-3128	126	10	was	be	AUX
american_scientific_journal-3128	126	11	used	use	VERB
american_scientific_journal-3128	126	12	for	for	ADP
american_scientific_journal-3128	126	13	programming	programming	NOUN
american_scientific_journal-3128	126	14	.	.	PUNCT
american_scientific_journal-3128	127	1	4.1	4.1	NUM
american_scientific_journal-3128	127	2	.	.	PUNCT
american_scientific_journal-3128	127	3	data	datum	NOUN
american_scientific_journal-3128	127	4	collection	collection	NOUN
american_scientific_journal-3128	127	5	eeg	eeg	NOUN
american_scientific_journal-3128	127	6	signals	signal	NOUN
american_scientific_journal-3128	127	7	were	be	AUX
american_scientific_journal-3128	127	8	recorded	record	VERB
american_scientific_journal-3128	127	9	by	by	ADP
american_scientific_journal-3128	127	10	clevelabs	clevelab	NOUN
american_scientific_journal-3128	127	11	system	system	NOUN
american_scientific_journal-3128	127	12	and	and	CCONJ
american_scientific_journal-3128	127	13	4	4	NUM
american_scientific_journal-3128	127	14	-	-	PUNCT
american_scientific_journal-3128	127	15	channel	channel	NOUN
american_scientific_journal-3128	127	16	data	datum	NOUN
american_scientific_journal-3128	127	17	(	(	PUNCT
american_scientific_journal-3128	127	18	c3	c3	PROPN
american_scientific_journal-3128	127	19	,	,	PUNCT
american_scientific_journal-3128	127	20	c4	c4	NOUN
american_scientific_journal-3128	127	21	,	,	PUNCT
american_scientific_journal-3128	127	22	p3	p3	PROPN
american_scientific_journal-3128	127	23	,	,	PUNCT
american_scientific_journal-3128	127	24	and	and	CCONJ
american_scientific_journal-3128	127	25	p4	p4	ADJ
american_scientific_journal-3128	127	26	)	)	PUNCT
american_scientific_journal-3128	127	27	were	be	AUX
american_scientific_journal-3128	127	28	collected	collect	VERB
american_scientific_journal-3128	127	29	in	in	ADP
american_scientific_journal-3128	127	30	several	several	ADJ
american_scientific_journal-3128	127	31	trials	trial	NOUN
american_scientific_journal-3128	127	32	,	,	PUNCT
american_scientific_journal-3128	127	33	including	include	VERB
american_scientific_journal-3128	127	34	close	close	ADJ
american_scientific_journal-3128	127	35	and	and	CCONJ
american_scientific_journal-3128	127	36	open	open	ADJ
american_scientific_journal-3128	127	37	eyes	eye	NOUN
american_scientific_journal-3128	127	38	for	for	ADP
american_scientific_journal-3128	127	39	right	right	ADV
american_scientific_journal-3128	127	40	and	and	CCONJ
american_scientific_journal-3128	127	41	left	leave	VERB
american_scientific_journal-3128	127	42	hand	hand	NOUN
american_scientific_journal-3128	127	43	stimulation	stimulation	NOUN
american_scientific_journal-3128	127	44	,	,	PUNCT
american_scientific_journal-3128	127	45	as	as	ADV
american_scientific_journal-3128	127	46	well	well	ADV
american_scientific_journal-3128	127	47	as	as	ADP
american_scientific_journal-3128	127	48	several	several	ADJ
american_scientific_journal-3128	127	49	neutral	neutral	ADJ
american_scientific_journal-3128	127	50	trials	trial	NOUN
american_scientific_journal-3128	127	51	,	,	PUNCT
american_scientific_journal-3128	127	52	in	in	ADP
american_scientific_journal-3128	127	53	which	which	PRON
american_scientific_journal-3128	127	54	the	the	DET
american_scientific_journal-3128	127	55	subject	subject	NOUN
american_scientific_journal-3128	127	56	was	be	AUX
american_scientific_journal-3128	127	57	asked	ask	VERB
american_scientific_journal-3128	127	58	to	to	PART
american_scientific_journal-3128	127	59	be	be	AUX
american_scientific_journal-3128	127	60	relaxed	relax	VERB
american_scientific_journal-3128	127	61	and	and	CCONJ
american_scientific_journal-3128	127	62	do	do	VERB
american_scientific_journal-3128	127	63	no	no	DET
american_scientific_journal-3128	127	64	task	task	NOUN
american_scientific_journal-3128	127	65	.	.	PUNCT
american_scientific_journal-3128	128	1	the	the	DET
american_scientific_journal-3128	128	2	sequence	sequence	NOUN
american_scientific_journal-3128	128	3	of	of	ADP
american_scientific_journal-3128	128	4	trials	trial	NOUN
american_scientific_journal-3128	128	5	was	be	AUX
american_scientific_journal-3128	128	6	defined	define	VERB
american_scientific_journal-3128	128	7	randomly	randomly	ADV
american_scientific_journal-3128	128	8	by	by	ADP
american_scientific_journal-3128	128	9	a	a	DET
american_scientific_journal-3128	128	10	matlab	matlab	PROPN
american_scientific_journal-3128	128	11	function	function	NOUN
american_scientific_journal-3128	128	12	.	.	PUNCT
american_scientific_journal-3128	129	1	table	table	NOUN
american_scientific_journal-3128	129	2	1	1	NUM
american_scientific_journal-3128	129	3	shows	show	VERB
american_scientific_journal-3128	129	4	the	the	DET
american_scientific_journal-3128	129	5	detail	detail	NOUN
american_scientific_journal-3128	129	6	of	of	ADP
american_scientific_journal-3128	129	7	collected	collect	VERB
american_scientific_journal-3128	129	8	eeg	eeg	NOUN
american_scientific_journal-3128	129	9	trials	trial	NOUN
american_scientific_journal-3128	129	10	.	.	PUNCT
american_scientific_journal-3128	130	1	the	the	DET
american_scientific_journal-3128	130	2	subject	subject	NOUN
american_scientific_journal-3128	130	3	was	be	AUX
american_scientific_journal-3128	130	4	asked	ask	VERB
american_scientific_journal-3128	130	5	to	to	PART
american_scientific_journal-3128	130	6	do	do	VERB
american_scientific_journal-3128	130	7	the	the	DET
american_scientific_journal-3128	130	8	task	task	NOUN
american_scientific_journal-3128	130	9	(	(	PUNCT
american_scientific_journal-3128	130	10	left	leave	VERB
american_scientific_journal-3128	130	11	or	or	CCONJ
american_scientific_journal-3128	130	12	right	right	ADJ
american_scientific_journal-3128	130	13	hand	hand	NOUN
american_scientific_journal-3128	130	14	stimulation	stimulation	NOUN
american_scientific_journal-3128	130	15	or	or	CCONJ
american_scientific_journal-3128	130	16	no	no	DET
american_scientific_journal-3128	130	17	task	task	NOUN
american_scientific_journal-3128	130	18	)	)	PUNCT
american_scientific_journal-3128	130	19	and	and	CCONJ
american_scientific_journal-3128	130	20	each	each	DET
american_scientific_journal-3128	130	21	trial	trial	NOUN
american_scientific_journal-3128	130	22	took	take	VERB
american_scientific_journal-3128	130	23	almost	almost	ADV
american_scientific_journal-3128	130	24	10	10	NUM
american_scientific_journal-3128	130	25	seconds	second	NOUN
american_scientific_journal-3128	130	26	with	with	ADP
american_scientific_journal-3128	130	27	the	the	DET
american_scientific_journal-3128	130	28	(	(	PUNCT
american_scientific_journal-3128	130	29	sampling	sample	VERB
american_scientific_journal-3128	130	30	frequency	frequency	NOUN
american_scientific_journal-3128	130	31	)	)	PUNCT
american_scientific_journal-3128	131	1	fs	fs	ADP
american_scientific_journal-3128	131	2	=	=	SYM
american_scientific_journal-3128	131	3	480	480	NUM
american_scientific_journal-3128	131	4	hz	hz	VERB
american_scientific_journal-3128	131	5	.	.	PROPN
american_scientific_journal-3128	131	6	figure	figure	NOUN
american_scientific_journal-3128	131	7	2	2	NUM
american_scientific_journal-3128	132	1	demonstrates	demonstrate	VERB
american_scientific_journal-3128	132	2	an	an	DET
american_scientific_journal-3128	132	3	unprocessed	unprocessed	ADJ
american_scientific_journal-3128	132	4	4	4	NUM
american_scientific_journal-3128	132	5	-	-	PUNCT
american_scientific_journal-3128	132	6	channel	channel	NOUN
american_scientific_journal-3128	132	7	eeg	eeg	NOUN
american_scientific_journal-3128	132	8	signal	signal	NOUN
american_scientific_journal-3128	132	9	for	for	ADP
american_scientific_journal-3128	132	10	the	the	DET
american_scientific_journal-3128	132	11	“	"	PUNCT
american_scientific_journal-3128	132	12	open	open	ADJ
american_scientific_journal-3128	132	13	eye	eye	NOUN
american_scientific_journal-3128	132	14	–	–	PUNCT
american_scientific_journal-3128	132	15	left	leave	VERB
american_scientific_journal-3128	132	16	hand	hand	NOUN
american_scientific_journal-3128	132	17	stimulation	stimulation	NOUN
american_scientific_journal-3128	132	18	”	"	PUNCT
american_scientific_journal-3128	132	19	american	american	PROPN
american_scientific_journal-3128	132	20	scientific	scientific	ADJ
american_scientific_journal-3128	132	21	research	research	NOUN
american_scientific_journal-3128	132	22	journal	journal	NOUN
american_scientific_journal-3128	132	23	for	for	ADP
american_scientific_journal-3128	132	24	engineering	engineering	NOUN
american_scientific_journal-3128	132	25	,	,	PUNCT
american_scientific_journal-3128	132	26	technology	technology	NOUN
american_scientific_journal-3128	132	27	,	,	PUNCT
american_scientific_journal-3128	132	28	and	and	CCONJ
american_scientific_journal-3128	132	29	sciences	science	NOUN
american_scientific_journal-3128	132	30	(	(	PUNCT
american_scientific_journal-3128	132	31	asrjets	asrjet	NOUN
american_scientific_journal-3128	132	32	)	)	PUNCT
american_scientific_journal-3128	132	33	(	(	PUNCT
american_scientific_journal-3128	132	34	2017	2017	NUM
american_scientific_journal-3128	132	35	)	)	PUNCT
american_scientific_journal-3128	132	36	volume	volume	NOUN
american_scientific_journal-3128	132	37	33	33	NUM
american_scientific_journal-3128	132	38	,	,	PUNCT
american_scientific_journal-3128	132	39	no	no	DET
american_scientific_journal-3128	132	40	1	1	NUM
american_scientific_journal-3128	132	41	,	,	PUNCT
american_scientific_journal-3128	132	42	pp	pp	ADV
american_scientific_journal-3128	132	43	124	124	NUM
american_scientific_journal-3128	132	44	-	-	SYM
american_scientific_journal-3128	132	45	145	145	NUM
american_scientific_journal-3128	132	46	130	130	NUM
american_scientific_journal-3128	132	47	trial	trial	NOUN
american_scientific_journal-3128	132	48	during	during	ADP
american_scientific_journal-3128	132	49	one	one	NUM
american_scientific_journal-3128	132	50	epoch	epoch	NOUN
american_scientific_journal-3128	132	51	of	of	ADP
american_scientific_journal-3128	132	52	almost	almost	ADV
american_scientific_journal-3128	132	53	one	one	NUM
american_scientific_journal-3128	132	54	second	second	NOUN
american_scientific_journal-3128	132	55	.	.	PUNCT
american_scientific_journal-3128	133	1	as	as	SCONJ
american_scientific_journal-3128	133	2	is	be	AUX
american_scientific_journal-3128	133	3	shown	show	VERB
american_scientific_journal-3128	133	4	,	,	PUNCT
american_scientific_journal-3128	133	5	some	some	DET
american_scientific_journal-3128	133	6	zeros	zero	NOUN
american_scientific_journal-3128	133	7	happened	happen	VERB
american_scientific_journal-3128	133	8	during	during	ADP
american_scientific_journal-3128	133	9	the	the	DET
american_scientific_journal-3128	133	10	signal	signal	ADJ
american_scientific_journal-3128	133	11	recording	recording	NOUN
american_scientific_journal-3128	133	12	,	,	PUNCT
american_scientific_journal-3128	133	13	which	which	PRON
american_scientific_journal-3128	133	14	should	should	AUX
american_scientific_journal-3128	133	15	be	be	AUX
american_scientific_journal-3128	133	16	removed	remove	VERB
american_scientific_journal-3128	133	17	in	in	ADP
american_scientific_journal-3128	133	18	the	the	DET
american_scientific_journal-3128	133	19	pre	pre	ADJ
american_scientific_journal-3128	133	20	-	-	ADJ
american_scientific_journal-3128	133	21	processing	processing	ADJ
american_scientific_journal-3128	133	22	step	step	NOUN
american_scientific_journal-3128	133	23	.	.	PUNCT
american_scientific_journal-3128	134	1	in	in	ADP
american_scientific_journal-3128	134	2	practice	practice	NOUN
american_scientific_journal-3128	134	3	,	,	PUNCT
american_scientific_journal-3128	134	4	when	when	SCONJ
american_scientific_journal-3128	134	5	zeros	zero	NOUN
american_scientific_journal-3128	134	6	happen	happen	VERB
american_scientific_journal-3128	134	7	during	during	ADP
american_scientific_journal-3128	134	8	eeg	eeg	NOUN
american_scientific_journal-3128	134	9	recording	recording	NOUN
american_scientific_journal-3128	134	10	,	,	PUNCT
american_scientific_journal-3128	134	11	the	the	DET
american_scientific_journal-3128	134	12	experiment	experiment	NOUN
american_scientific_journal-3128	134	13	might	might	AUX
american_scientific_journal-3128	134	14	be	be	AUX
american_scientific_journal-3128	134	15	stopped	stop	VERB
american_scientific_journal-3128	134	16	,	,	PUNCT
american_scientific_journal-3128	134	17	and	and	CCONJ
american_scientific_journal-3128	134	18	the	the	DET
american_scientific_journal-3128	134	19	amplifier	amplifier	NOUN
american_scientific_journal-3128	134	20	would	would	AUX
american_scientific_journal-3128	134	21	be	be	AUX
american_scientific_journal-3128	134	22	double	double	ADV
american_scientific_journal-3128	134	23	-	-	PUNCT
american_scientific_journal-3128	134	24	checked	check	VERB
american_scientific_journal-3128	134	25	in	in	ADP
american_scientific_journal-3128	134	26	order	order	NOUN
american_scientific_journal-3128	134	27	to	to	PART
american_scientific_journal-3128	134	28	collect	collect	VERB
american_scientific_journal-3128	134	29	accurate	accurate	ADJ
american_scientific_journal-3128	134	30	data	datum	NOUN
american_scientific_journal-3128	134	31	from	from	ADP
american_scientific_journal-3128	134	32	patient	patient	NOUN
american_scientific_journal-3128	134	33	.	.	PUNCT
american_scientific_journal-3128	135	1	table	table	NOUN
american_scientific_journal-3128	135	2	1	1	NUM
american_scientific_journal-3128	135	3	:	:	PUNCT
american_scientific_journal-3128	135	4	number	number	NOUN
american_scientific_journal-3128	135	5	of	of	ADP
american_scientific_journal-3128	135	6	trials	trial	NOUN
american_scientific_journal-3128	135	7	in	in	ADP
american_scientific_journal-3128	135	8	eeg	eeg	PROPN
american_scientific_journal-3128	135	9	data	data	NOUN
american_scientific_journal-3128	135	10	collection	collection	NOUN
american_scientific_journal-3128	135	11	close	close	ADJ
american_scientific_journal-3128	135	12	eyes	eye	NOUN
american_scientific_journal-3128	135	13	open	open	ADJ
american_scientific_journal-3128	135	14	eyes	eye	NOUN
american_scientific_journal-3128	135	15	left	leave	VERB
american_scientific_journal-3128	135	16	hand	hand	NOUN
american_scientific_journal-3128	135	17	3	3	NUM
american_scientific_journal-3128	135	18	7	7	NUM
american_scientific_journal-3128	135	19	right	right	ADJ
american_scientific_journal-3128	135	20	hand	hand	NOUN
american_scientific_journal-3128	135	21	3	3	NUM
american_scientific_journal-3128	135	22	7	7	NUM
american_scientific_journal-3128	135	23	neutral	neutral	ADJ
american_scientific_journal-3128	135	24	2	2	NUM
american_scientific_journal-3128	135	25	4	4	NUM
american_scientific_journal-3128	135	26	figure	figure	NOUN
american_scientific_journal-3128	135	27	2	2	NUM
american_scientific_journal-3128	135	28	:	:	PUNCT
american_scientific_journal-3128	135	29	4	4	NUM
american_scientific_journal-3128	135	30	-	-	PUNCT
american_scientific_journal-3128	135	31	channel	channel	NOUN
american_scientific_journal-3128	135	32	eeg	eeg	NOUN
american_scientific_journal-3128	135	33	signal	signal	NOUN
american_scientific_journal-3128	135	34	one	one	NUM
american_scientific_journal-3128	135	35	epoch	epoch	NOUN
american_scientific_journal-3128	135	36	(	(	PUNCT
american_scientific_journal-3128	135	37	one	one	NUM
american_scientific_journal-3128	135	38	second	second	ADJ
american_scientific_journal-3128	135	39	)	)	PUNCT
american_scientific_journal-3128	135	40	open	open	ADJ
american_scientific_journal-3128	135	41	eye	eye	NOUN
american_scientific_journal-3128	135	42	left	leave	VERB
american_scientific_journal-3128	135	43	hand	hand	NOUN
american_scientific_journal-3128	135	44	stimulation	stimulation	NOUN
american_scientific_journal-3128	135	45	since	since	SCONJ
american_scientific_journal-3128	135	46	movement	movement	NOUN
american_scientific_journal-3128	135	47	stimulation	stimulation	NOUN
american_scientific_journal-3128	135	48	has	have	VERB
american_scientific_journal-3128	135	49	contralateral	contralateral	ADJ
american_scientific_journal-3128	135	50	effect	effect	NOUN
american_scientific_journal-3128	135	51	on	on	ADP
american_scientific_journal-3128	135	52	eeg	eeg	PROPN
american_scientific_journal-3128	135	53	,	,	PUNCT
american_scientific_journal-3128	135	54	it	it	PRON
american_scientific_journal-3128	135	55	is	be	AUX
american_scientific_journal-3128	135	56	expected	expect	VERB
american_scientific_journal-3128	135	57	that	that	SCONJ
american_scientific_journal-3128	135	58	during	during	ADP
american_scientific_journal-3128	135	59	left	left	ADJ
american_scientific_journal-3128	135	60	hand	hand	NOUN
american_scientific_journal-3128	135	61	stimulation	stimulation	NOUN
american_scientific_journal-3128	135	62	c4	c4	NOUN
american_scientific_journal-3128	135	63	and	and	CCONJ
american_scientific_journal-3128	135	64	p4	p4	ADJ
american_scientific_journal-3128	135	65	electrodes	electrode	NOUN
american_scientific_journal-3128	135	66	have	have	VERB
american_scientific_journal-3128	135	67	higher	high	ADJ
american_scientific_journal-3128	135	68	amplitude	amplitude	NOUN
american_scientific_journal-3128	135	69	than	than	ADP
american_scientific_journal-3128	135	70	c3	c3	NOUN
american_scientific_journal-3128	135	71	and	and	CCONJ
american_scientific_journal-3128	135	72	p3	p3	PROPN
american_scientific_journal-3128	135	73	.	.	PUNCT
american_scientific_journal-3128	136	1	as	as	SCONJ
american_scientific_journal-3128	136	2	is	be	AUX
american_scientific_journal-3128	136	3	demonstrated	demonstrate	VERB
american_scientific_journal-3128	136	4	in	in	ADP
american_scientific_journal-3128	136	5	figure	figure	NOUN
american_scientific_journal-3128	136	6	3	3	NUM
american_scientific_journal-3128	136	7	,	,	PUNCT
american_scientific_journal-3128	136	8	because	because	SCONJ
american_scientific_journal-3128	136	9	of	of	ADP
american_scientific_journal-3128	136	10	volume	volume	NOUN
american_scientific_journal-3128	136	11	conduction	conduction	NOUN
american_scientific_journal-3128	136	12	this	this	DET
american_scientific_journal-3128	136	13	rule	rule	NOUN
american_scientific_journal-3128	136	14	was	be	AUX
american_scientific_journal-3128	136	15	not	not	PART
american_scientific_journal-3128	136	16	respected	respect	VERB
american_scientific_journal-3128	136	17	completely	completely	ADV
american_scientific_journal-3128	136	18	,	,	PUNCT
american_scientific_journal-3128	136	19	and	and	CCONJ
american_scientific_journal-3128	136	20	amplitude	amplitude	NOUN
american_scientific_journal-3128	136	21	of	of	ADP
american_scientific_journal-3128	136	22	eeg	eeg	NOUN
american_scientific_journal-3128	136	23	is	be	AUX
american_scientific_journal-3128	136	24	spread	spread	VERB
american_scientific_journal-3128	136	25	on	on	ADP
american_scientific_journal-3128	136	26	all	all	DET
american_scientific_journal-3128	136	27	electrodes	electrode	NOUN
american_scientific_journal-3128	136	28	.	.	PUNCT
american_scientific_journal-3128	137	1	figure	figure	NOUN
american_scientific_journal-3128	137	2	3	3	NUM
american_scientific_journal-3128	137	3	:	:	PUNCT
american_scientific_journal-3128	137	4	contralateral	contralateral	ADJ
american_scientific_journal-3128	137	5	assumption	assumption	NOUN
american_scientific_journal-3128	137	6	of	of	ADP
american_scientific_journal-3128	137	7	motor	motor	NOUN
american_scientific_journal-3128	137	8	cortex	cortex	NOUN
american_scientific_journal-3128	137	9	stimulation	stimulation	NOUN
american_scientific_journal-3128	137	10	american	american	PROPN
american_scientific_journal-3128	137	11	scientific	scientific	ADJ
american_scientific_journal-3128	137	12	research	research	NOUN
american_scientific_journal-3128	137	13	journal	journal	NOUN
american_scientific_journal-3128	137	14	for	for	ADP
american_scientific_journal-3128	137	15	engineering	engineering	NOUN
american_scientific_journal-3128	137	16	,	,	PUNCT
american_scientific_journal-3128	137	17	technology	technology	NOUN
american_scientific_journal-3128	137	18	,	,	PUNCT
american_scientific_journal-3128	137	19	and	and	CCONJ
american_scientific_journal-3128	137	20	sciences	science	NOUN
american_scientific_journal-3128	137	21	(	(	PUNCT
american_scientific_journal-3128	137	22	asrjets	asrjet	NOUN
american_scientific_journal-3128	137	23	)	)	PUNCT
american_scientific_journal-3128	137	24	(	(	PUNCT
american_scientific_journal-3128	137	25	2017	2017	NUM
american_scientific_journal-3128	137	26	)	)	PUNCT
american_scientific_journal-3128	137	27	volume	volume	NOUN
american_scientific_journal-3128	137	28	33	33	NUM
american_scientific_journal-3128	137	29	,	,	PUNCT
american_scientific_journal-3128	137	30	no	no	DET
american_scientific_journal-3128	137	31	1	1	NUM
american_scientific_journal-3128	137	32	,	,	PUNCT
american_scientific_journal-3128	137	33	pp	pp	ADV
american_scientific_journal-3128	137	34	124	124	NUM
american_scientific_journal-3128	137	35	-	-	SYM
american_scientific_journal-3128	137	36	145	145	NUM
american_scientific_journal-3128	137	37	131	131	NUM
american_scientific_journal-3128	137	38	4.2	4.2	NUM
american_scientific_journal-3128	137	39	.	.	PUNCT
american_scientific_journal-3128	138	1	pre	pre	ADJ
american_scientific_journal-3128	138	2	–	–	PUNCT
american_scientific_journal-3128	138	3	processing	processing	NOUN
american_scientific_journal-3128	138	4	of	of	ADP
american_scientific_journal-3128	138	5	eeg	eeg	NOUN
american_scientific_journal-3128	138	6	signals	signal	NOUN
american_scientific_journal-3128	138	7	the	the	DET
american_scientific_journal-3128	138	8	first	first	ADJ
american_scientific_journal-3128	138	9	phase	phase	NOUN
american_scientific_journal-3128	138	10	of	of	ADP
american_scientific_journal-3128	138	11	eeg	eeg	NOUN
american_scientific_journal-3128	138	12	signals	signal	NOUN
american_scientific_journal-3128	138	13	analysis	analysis	NOUN
american_scientific_journal-3128	138	14	in	in	ADP
american_scientific_journal-3128	138	15	the	the	DET
american_scientific_journal-3128	138	16	study	study	NOUN
american_scientific_journal-3128	138	17	is	be	AUX
american_scientific_journal-3128	138	18	pre	pre	ADJ
american_scientific_journal-3128	138	19	–	–	PUNCT
american_scientific_journal-3128	138	20	processing	processing	NOUN
american_scientific_journal-3128	138	21	,	,	PUNCT
american_scientific_journal-3128	138	22	which	which	PRON
american_scientific_journal-3128	138	23	was	be	AUX
american_scientific_journal-3128	138	24	done	do	VERB
american_scientific_journal-3128	138	25	in	in	ADP
american_scientific_journal-3128	138	26	three	three	NUM
american_scientific_journal-3128	138	27	steps	step	NOUN
american_scientific_journal-3128	138	28	:	:	PUNCT
american_scientific_journal-3128	138	29	a	a	X
american_scientific_journal-3128	138	30	)	)	PUNCT
american_scientific_journal-3128	138	31	zero	zero	NUM
american_scientific_journal-3128	138	32	removal	removal	NOUN
american_scientific_journal-3128	138	33	b	b	NOUN
american_scientific_journal-3128	138	34	)	)	PUNCT
american_scientific_journal-3128	138	35	filtering	filtering	NOUN
american_scientific_journal-3128	138	36	and	and	CCONJ
american_scientific_journal-3128	138	37	c	c	NOUN
american_scientific_journal-3128	138	38	)	)	PUNCT
american_scientific_journal-3128	138	39	normalization	normalization	NOUN
american_scientific_journal-3128	138	40	.	.	PUNCT
american_scientific_journal-3128	139	1	the	the	DET
american_scientific_journal-3128	139	2	clean	clean	ADJ
american_scientific_journal-3128	139	3	signals	signal	NOUN
american_scientific_journal-3128	139	4	were	be	AUX
american_scientific_journal-3128	139	5	obtained	obtain	VERB
american_scientific_journal-3128	139	6	after	after	ADP
american_scientific_journal-3128	139	7	the	the	DET
american_scientific_journal-3128	139	8	mentioned	mention	VERB
american_scientific_journal-3128	139	9	procedures	procedure	NOUN
american_scientific_journal-3128	139	10	.	.	PUNCT
american_scientific_journal-3128	140	1	4.2.1	4.2.1	NOUN
american_scientific_journal-3128	140	2	.	.	PUNCT
american_scientific_journal-3128	141	1	zero	zero	NUM
american_scientific_journal-3128	141	2	removal	removal	NOUN
american_scientific_journal-3128	141	3	the	the	DET
american_scientific_journal-3128	141	4	first	first	ADJ
american_scientific_journal-3128	141	5	eeg	eeg	NOUN
american_scientific_journal-3128	141	6	signals	signal	NOUN
american_scientific_journal-3128	141	7	included	include	VERB
american_scientific_journal-3128	141	8	several	several	ADJ
american_scientific_journal-3128	141	9	zeros	zero	NOUN
american_scientific_journal-3128	141	10	,	,	PUNCT
american_scientific_journal-3128	141	11	which	which	PRON
american_scientific_journal-3128	141	12	happened	happen	VERB
american_scientific_journal-3128	141	13	during	during	ADP
american_scientific_journal-3128	141	14	the	the	DET
american_scientific_journal-3128	141	15	data	data	NOUN
american_scientific_journal-3128	141	16	collection	collection	NOUN
american_scientific_journal-3128	141	17	,	,	PUNCT
american_scientific_journal-3128	141	18	because	because	SCONJ
american_scientific_journal-3128	141	19	of	of	ADP
american_scientific_journal-3128	141	20	the	the	DET
american_scientific_journal-3128	141	21	eeg	eeg	NOUN
american_scientific_journal-3128	141	22	recording	recording	NOUN
american_scientific_journal-3128	141	23	machine	machine	NOUN
american_scientific_journal-3128	141	24	.	.	PUNCT
american_scientific_journal-3128	142	1	as	as	SCONJ
american_scientific_journal-3128	142	2	these	these	DET
american_scientific_journal-3128	142	3	unexpected	unexpected	ADJ
american_scientific_journal-3128	142	4	data	datum	NOUN
american_scientific_journal-3128	142	5	affect	affect	VERB
american_scientific_journal-3128	142	6	the	the	DET
american_scientific_journal-3128	142	7	whole	whole	ADJ
american_scientific_journal-3128	142	8	eeg	eeg	NOUN
american_scientific_journal-3128	142	9	processing	processing	NOUN
american_scientific_journal-3128	142	10	,	,	PUNCT
american_scientific_journal-3128	142	11	zero	zero	NUM
american_scientific_journal-3128	142	12	removal	removal	NOUN
american_scientific_journal-3128	142	13	was	be	AUX
american_scientific_journal-3128	142	14	performed	perform	VERB
american_scientific_journal-3128	142	15	and	and	CCONJ
american_scientific_journal-3128	142	16	consecutive	consecutive	ADJ
american_scientific_journal-3128	142	17	eeg	eeg	NOUN
american_scientific_journal-3128	142	18	signals	signal	NOUN
american_scientific_journal-3128	142	19	were	be	AUX
american_scientific_journal-3128	142	20	achieved	achieve	VERB
american_scientific_journal-3128	142	21	.	.	PUNCT
american_scientific_journal-3128	143	1	the	the	DET
american_scientific_journal-3128	143	2	figure	figure	NOUN
american_scientific_journal-3128	143	3	4	4	NUM
american_scientific_journal-3128	143	4	-	-	SYM
american_scientific_journal-3128	143	5	3	3	NUM
american_scientific_journal-3128	143	6	shows	show	VERB
american_scientific_journal-3128	143	7	one	one	NUM
american_scientific_journal-3128	143	8	epoch	epoch	NOUN
american_scientific_journal-3128	143	9	of	of	ADP
american_scientific_journal-3128	143	10	eeg	eeg	NOUN
american_scientific_journal-3128	143	11	before	before	ADV
american_scientific_journal-3128	143	12	and	and	CCONJ
american_scientific_journal-3128	143	13	after	after	ADP
american_scientific_journal-3128	143	14	zero	zero	NUM
american_scientific_journal-3128	143	15	removal	removal	NOUN
american_scientific_journal-3128	143	16	.	.	PUNCT
american_scientific_journal-3128	144	1	figure	figure	VERB
american_scientific_journal-3128	144	2	4	4	NUM
american_scientific_journal-3128	144	3	:	:	PUNCT
american_scientific_journal-3128	144	4	pre	pre	ADJ
american_scientific_journal-3128	144	5	-	-	ADJ
american_scientific_journal-3128	144	6	processing	processing	ADJ
american_scientific_journal-3128	144	7	(	(	PUNCT
american_scientific_journal-3128	144	8	zero	zero	NUM
american_scientific_journal-3128	144	9	removal	removal	NOUN
american_scientific_journal-3128	144	10	)	)	PUNCT
american_scientific_journal-3128	145	1	4.2.2	4.2.2	X
american_scientific_journal-3128	145	2	.	.	PUNCT
american_scientific_journal-3128	146	1	filtering	filter	VERB
american_scientific_journal-3128	146	2	it	it	PRON
american_scientific_journal-3128	146	3	seems	seem	VERB
american_scientific_journal-3128	146	4	the	the	DET
american_scientific_journal-3128	146	5	eeg	eeg	PROPN
american_scientific_journal-3128	146	6	recording	recording	NOUN
american_scientific_journal-3128	146	7	machine	machine	NOUN
american_scientific_journal-3128	146	8	had	have	AUX
american_scientific_journal-3128	146	9	used	use	VERB
american_scientific_journal-3128	146	10	an	an	DET
american_scientific_journal-3128	146	11	analog	analog	NOUN
american_scientific_journal-3128	146	12	or	or	CCONJ
american_scientific_journal-3128	146	13	digital	digital	ADJ
american_scientific_journal-3128	146	14	filter	filter	NOUN
american_scientific_journal-3128	146	15	.	.	PUNCT
american_scientific_journal-3128	147	1	although	although	SCONJ
american_scientific_journal-3128	147	2	the	the	DET
american_scientific_journal-3128	147	3	acceptable	acceptable	ADJ
american_scientific_journal-3128	147	4	eeg	eeg	NOUN
american_scientific_journal-3128	147	5	signals	signal	NOUN
american_scientific_journal-3128	147	6	with	with	ADP
american_scientific_journal-3128	147	7	no	no	DET
american_scientific_journal-3128	147	8	major	major	ADJ
american_scientific_journal-3128	147	9	problem	problem	NOUN
american_scientific_journal-3128	147	10	were	be	AUX
american_scientific_journal-3128	147	11	obtained	obtain	VERB
american_scientific_journal-3128	147	12	,	,	PUNCT
american_scientific_journal-3128	147	13	the	the	DET
american_scientific_journal-3128	147	14	butterworth	butterworth	PROPN
american_scientific_journal-3128	147	15	band	band	NOUN
american_scientific_journal-3128	147	16	pass	pass	VERB
american_scientific_journal-3128	147	17	filter	filter	NOUN
american_scientific_journal-3128	147	18	with	with	ADP
american_scientific_journal-3128	147	19	the	the	DET
american_scientific_journal-3128	147	20	order	order	NOUN
american_scientific_journal-3128	147	21	of	of	ADP
american_scientific_journal-3128	147	22	n	n	NOUN
american_scientific_journal-3128	147	23	=	=	SYM
american_scientific_journal-3128	147	24	4	4	NUM
american_scientific_journal-3128	147	25	where	where	SCONJ
american_scientific_journal-3128	147	26	fbp	fbp	PROPN
american_scientific_journal-3128	147	27	=	=	PUNCT
american_scientific_journal-3128	148	1	[	[	X
american_scientific_journal-3128	148	2	1	1	NUM
american_scientific_journal-3128	148	3	31	31	NUM
american_scientific_journal-3128	148	4	]	]	PUNCT
american_scientific_journal-3128	148	5	was	be	AUX
american_scientific_journal-3128	148	6	used	use	VERB
american_scientific_journal-3128	148	7	in	in	ADP
american_scientific_journal-3128	148	8	order	order	NOUN
american_scientific_journal-3128	148	9	to	to	PART
american_scientific_journal-3128	148	10	remove	remove	VERB
american_scientific_journal-3128	148	11	noise	noise	NOUN
american_scientific_journal-3128	148	12	and	and	CCONJ
american_scientific_journal-3128	148	13	useless	useless	ADJ
american_scientific_journal-3128	148	14	frequency	frequency	NOUN
american_scientific_journal-3128	148	15	bands	band	NOUN
american_scientific_journal-3128	148	16	.	.	PUNCT
american_scientific_journal-3128	149	1	as	as	SCONJ
american_scientific_journal-3128	149	2	mentioned	mention	VERB
american_scientific_journal-3128	149	3	in	in	ADP
american_scientific_journal-3128	149	4	background	background	NOUN
american_scientific_journal-3128	149	5	,	,	PUNCT
american_scientific_journal-3128	149	6	the	the	DET
american_scientific_journal-3128	149	7	eeg	eeg	PROPN
american_scientific_journal-3128	149	8	components	component	NOUN
american_scientific_journal-3128	149	9	used	use	VERB
american_scientific_journal-3128	149	10	start	start	NOUN
american_scientific_journal-3128	149	11	from	from	ADP
american_scientific_journal-3128	149	12	1	1	NUM
american_scientific_journal-3128	149	13	hz	hz	VERB
american_scientific_journal-3128	149	14	to	to	ADP
american_scientific_journal-3128	149	15	30	30	NUM
american_scientific_journal-3128	149	16	hz	hz	NOUN
american_scientific_journal-3128	149	17	.	.	PUNCT
american_scientific_journal-3128	150	1	4.2.3	4.2.3	NUM
american_scientific_journal-3128	150	2	.	.	PUNCT
american_scientific_journal-3128	151	1	normalization	normalization	NOUN
american_scientific_journal-3128	151	2	in	in	ADP
american_scientific_journal-3128	151	3	the	the	DET
american_scientific_journal-3128	151	4	third	third	ADJ
american_scientific_journal-3128	151	5	step	step	NOUN
american_scientific_journal-3128	151	6	of	of	ADP
american_scientific_journal-3128	151	7	pre	pre	ADJ
american_scientific_journal-3128	151	8	-	-	ADJ
american_scientific_journal-3128	151	9	processing	processing	ADJ
american_scientific_journal-3128	151	10	,	,	PUNCT
american_scientific_journal-3128	151	11	data	datum	NOUN
american_scientific_journal-3128	151	12	normalization	normalization	NOUN
american_scientific_journal-3128	151	13	was	be	AUX
american_scientific_journal-3128	151	14	applied	apply	VERB
american_scientific_journal-3128	151	15	on	on	ADP
american_scientific_journal-3128	151	16	eeg	eeg	NOUN
american_scientific_journal-3128	151	17	signals	signal	NOUN
american_scientific_journal-3128	151	18	to	to	PART
american_scientific_journal-3128	151	19	obtain	obtain	VERB
american_scientific_journal-3128	151	20	smooth	smooth	ADJ
american_scientific_journal-3128	151	21	data	datum	NOUN
american_scientific_journal-3128	151	22	,	,	PUNCT
american_scientific_journal-3128	151	23	since	since	SCONJ
american_scientific_journal-3128	151	24	pattern	pattern	NOUN
american_scientific_journal-3128	151	25	classification	classification	NOUN
american_scientific_journal-3128	151	26	algorithms	algorithm	NOUN
american_scientific_journal-3128	151	27	need	need	VERB
american_scientific_journal-3128	151	28	normalized	normalize	VERB
american_scientific_journal-3128	151	29	inputs	input	NOUN
american_scientific_journal-3128	151	30	.	.	PUNCT
american_scientific_journal-3128	152	1	equation	equation	NOUN
american_scientific_journal-3128	152	2	4	4	NUM
american_scientific_journal-3128	152	3	and	and	CCONJ
american_scientific_journal-3128	152	4	equation	equation	NOUN
american_scientific_journal-3128	152	5	5	5	NUM
american_scientific_journal-3128	152	6	present	present	VERB
american_scientific_journal-3128	152	7	the	the	DET
american_scientific_journal-3128	152	8	data	datum	NOUN
american_scientific_journal-3128	152	9	normalization	normalization	NOUN
american_scientific_journal-3128	152	10	formula	formula	NOUN
american_scientific_journal-3128	152	11	of	of	ADP
american_scientific_journal-3128	152	12	given	give	VERB
american_scientific_journal-3128	152	13	signal	signal	NOUN
american_scientific_journal-3128	152	14	.	.	PUNCT
american_scientific_journal-3128	153	1	figure	figure	NOUN
american_scientific_journal-3128	153	2	5	5	NUM
american_scientific_journal-3128	153	3	shows	show	VERB
american_scientific_journal-3128	153	4	the	the	DET
american_scientific_journal-3128	153	5	previous	previous	ADJ
american_scientific_journal-3128	153	6	eeg	eeg	PROPN
american_scientific_journal-3128	153	7	signal	signal	NOUN
american_scientific_journal-3128	153	8	after	after	ADP
american_scientific_journal-3128	153	9	filtering	filtering	NOUN
american_scientific_journal-3128	153	10	and	and	CCONJ
american_scientific_journal-3128	153	11	normalization	normalization	NOUN
american_scientific_journal-3128	153	12	.	.	PUNCT
american_scientific_journal-3128	154	1	american	american	ADJ
american_scientific_journal-3128	154	2	scientific	scientific	ADJ
american_scientific_journal-3128	154	3	research	research	PROPN
american_scientific_journal-3128	154	4	journal	journal	NOUN
american_scientific_journal-3128	154	5	for	for	ADP
american_scientific_journal-3128	154	6	engineering	engineering	NOUN
american_scientific_journal-3128	154	7	,	,	PUNCT
american_scientific_journal-3128	154	8	technology	technology	NOUN
american_scientific_journal-3128	154	9	,	,	PUNCT
american_scientific_journal-3128	154	10	and	and	CCONJ
american_scientific_journal-3128	154	11	sciences	science	NOUN
american_scientific_journal-3128	154	12	(	(	PUNCT
american_scientific_journal-3128	154	13	asrjets	asrjet	NOUN
american_scientific_journal-3128	154	14	)	)	PUNCT
american_scientific_journal-3128	154	15	(	(	PUNCT
american_scientific_journal-3128	154	16	2017	2017	NUM
american_scientific_journal-3128	154	17	)	)	PUNCT
american_scientific_journal-3128	154	18	volume	volume	NOUN
american_scientific_journal-3128	154	19	33	33	NUM
american_scientific_journal-3128	154	20	,	,	PUNCT
american_scientific_journal-3128	154	21	no	no	DET
american_scientific_journal-3128	154	22	1	1	NUM
american_scientific_journal-3128	154	23	,	,	PUNCT
american_scientific_journal-3128	154	24	pp	pp	ADV
american_scientific_journal-3128	154	25	124	124	NUM
american_scientific_journal-3128	154	26	-	-	SYM
american_scientific_journal-3128	154	27	145	145	NUM
american_scientific_journal-3128	154	28	132	132	NUM
american_scientific_journal-3128	154	29	𝑁𝑁𝑁𝑁𝑁𝑁𝑁𝑁𝑁𝑁𝑙𝑙𝑁𝑁𝑁𝑁𝑒𝑒𝑑𝑑	𝑁𝑁𝑁𝑁𝑁𝑁𝑁𝑁𝑁𝑁𝑙𝑙𝑁𝑁𝑁𝑁𝑒𝑒𝑑𝑑	PUNCT
american_scientific_journal-3128	154	30	𝑋𝑋	𝑋𝑋	PROPN
american_scientific_journal-3128	154	31	=	=	SYM
american_scientific_journal-3128	154	32	𝑋𝑋	𝑋𝑋	PROPN
american_scientific_journal-3128	155	1	−	−	PROPN
american_scientific_journal-3128	155	2	𝑋𝑋	𝑋𝑋	PROPN
american_scientific_journal-3128	155	3	�	�	PROPN
american_scientific_journal-3128	155	4	𝜎𝜎(𝑋𝑋	𝜎𝜎(𝑋𝑋	NOUN
american_scientific_journal-3128	155	5	)	)	PUNCT
american_scientific_journal-3128	155	6	equation	equation	NOUN
american_scientific_journal-3128	155	7	4	4	NUM
american_scientific_journal-3128	155	8	:	:	PUNCT
american_scientific_journal-3128	155	9	normalization	normalization	NOUN
american_scientific_journal-3128	155	10	method	method	NOUN
american_scientific_journal-3128	155	11	𝜎𝜎(𝑋𝑋	𝜎𝜎(𝑋𝑋	NOUN
american_scientific_journal-3128	155	12	)	)	PUNCT
american_scientific_journal-3128	155	13	=	=	SYM
american_scientific_journal-3128	155	14	�	�	PROPN
american_scientific_journal-3128	155	15	∑	∑	PROPN
american_scientific_journal-3128	155	16	(	(	PUNCT
american_scientific_journal-3128	155	17	𝑥𝑥𝑖𝑖	𝑥𝑥𝑖𝑖	NOUN
american_scientific_journal-3128	155	18	−	−	PROPN
american_scientific_journal-3128	155	19	𝑋𝑋	𝑋𝑋	PROPN
american_scientific_journal-3128	155	20	�	�	PROPN
american_scientific_journal-3128	155	21	)2𝑁𝑁	)2𝑁𝑁	PROPN
american_scientific_journal-3128	155	22	𝑖𝑖=1	𝑖𝑖=1	PROPN
american_scientific_journal-3128	155	23	𝑋𝑋	𝑋𝑋	PROPN
american_scientific_journal-3128	155	24	�	�	PROPN
american_scientific_journal-3128	155	25	=	=	SYM
american_scientific_journal-3128	155	26	1	1	NUM
american_scientific_journal-3128	155	27	𝑁𝑁	𝑁𝑁	PROPN
american_scientific_journal-3128	155	28	∑	∑	PUNCT
american_scientific_journal-3128	155	29	𝑥𝑥𝑖𝑖𝑁𝑁	𝑥𝑥𝑖𝑖𝑁𝑁	PROPN
american_scientific_journal-3128	155	30	𝑖𝑖=1	𝑖𝑖=1	NOUN
american_scientific_journal-3128	155	31	equation	equation	NOUN
american_scientific_journal-3128	155	32	5	5	NUM
american_scientific_journal-3128	155	33	:	:	PUNCT
american_scientific_journal-3128	155	34	standard	standard	ADJ
american_scientific_journal-3128	155	35	deviation	deviation	NOUN
american_scientific_journal-3128	155	36	of	of	ADP
american_scientific_journal-3128	155	37	x	x	PROPN
american_scientific_journal-3128	155	38	(	(	PUNCT
american_scientific_journal-3128	155	39	left	left	ADV
american_scientific_journal-3128	155	40	)	)	PUNCT
american_scientific_journal-3128	155	41	,	,	PUNCT
american_scientific_journal-3128	155	42	mean	mean	NOUN
american_scientific_journal-3128	155	43	of	of	ADP
american_scientific_journal-3128	155	44	x	x	PROPN
american_scientific_journal-3128	155	45	(	(	PUNCT
american_scientific_journal-3128	155	46	right	right	ADJ
american_scientific_journal-3128	155	47	)	)	PUNCT
american_scientific_journal-3128	155	48	figure	figure	NOUN
american_scientific_journal-3128	155	49	5	5	NUM
american_scientific_journal-3128	155	50	:	:	PUNCT
american_scientific_journal-3128	155	51	filtered	filter	VERB
american_scientific_journal-3128	155	52	and	and	CCONJ
american_scientific_journal-3128	155	53	normalized	normalize	VERB
american_scientific_journal-3128	155	54	eeg	eeg	PROPN
american_scientific_journal-3128	155	55	signal	signal	NOUN
american_scientific_journal-3128	155	56	4.3	4.3	NUM
american_scientific_journal-3128	155	57	.	.	PUNCT
american_scientific_journal-3128	155	58	feature	feature	NOUN
american_scientific_journal-3128	155	59	selection	selection	NOUN
american_scientific_journal-3128	155	60	and	and	CCONJ
american_scientific_journal-3128	155	61	extraction	extraction	NOUN
american_scientific_journal-3128	155	62	two	two	NUM
american_scientific_journal-3128	155	63	feature	feature	NOUN
american_scientific_journal-3128	155	64	sets	set	NOUN
american_scientific_journal-3128	155	65	were	be	AUX
american_scientific_journal-3128	155	66	considered	consider	VERB
american_scientific_journal-3128	155	67	,	,	PUNCT
american_scientific_journal-3128	155	68	which	which	PRON
american_scientific_journal-3128	155	69	were	be	AUX
american_scientific_journal-3128	155	70	based	base	VERB
american_scientific_journal-3128	155	71	on	on	ADP
american_scientific_journal-3128	155	72	eeg	eeg	NOUN
american_scientific_journal-3128	155	73	components	component	NOUN
american_scientific_journal-3128	155	74	.	.	PUNCT
american_scientific_journal-3128	156	1	at	at	ADP
american_scientific_journal-3128	156	2	first	first	ADV
american_scientific_journal-3128	156	3	,	,	PUNCT
american_scientific_journal-3128	156	4	welch	welch	PROPN
american_scientific_journal-3128	156	5	power	power	PROPN
american_scientific_journal-3128	156	6	spectral	spectral	ADJ
american_scientific_journal-3128	156	7	density	density	NOUN
american_scientific_journal-3128	156	8	of	of	ADP
american_scientific_journal-3128	156	9	signals	signal	NOUN
american_scientific_journal-3128	156	10	(	(	PUNCT
american_scientific_journal-3128	156	11	or	or	CCONJ
american_scientific_journal-3128	156	12	a	a	DET
american_scientific_journal-3128	156	13	segment	segment	NOUN
american_scientific_journal-3128	156	14	of	of	ADP
american_scientific_journal-3128	156	15	signal	signal	NOUN
american_scientific_journal-3128	156	16	)	)	PUNCT
american_scientific_journal-3128	156	17	was	be	AUX
american_scientific_journal-3128	156	18	calculated	calculate	VERB
american_scientific_journal-3128	156	19	.	.	PUNCT
american_scientific_journal-3128	157	1	according	accord	VERB
american_scientific_journal-3128	157	2	to	to	ADP
american_scientific_journal-3128	157	3	the	the	DET
american_scientific_journal-3128	157	4	literature	literature	NOUN
american_scientific_journal-3128	157	5	,	,	PUNCT
american_scientific_journal-3128	157	6	motor	motor	NOUN
american_scientific_journal-3128	157	7	cortex	cortex	NOUN
american_scientific_journal-3128	157	8	stimulation	stimulation	NOUN
american_scientific_journal-3128	157	9	affects	affect	VERB
american_scientific_journal-3128	157	10	significantly	significantly	ADV
american_scientific_journal-3128	157	11	eeg	eeg	NOUN
american_scientific_journal-3128	157	12	components	component	NOUN
american_scientific_journal-3128	157	13	:	:	PUNCT
american_scientific_journal-3128	157	14	alpha	alpha	NOUN
american_scientific_journal-3128	157	15	(	(	PUNCT
american_scientific_journal-3128	157	16	8.0	8.0	NUM
american_scientific_journal-3128	157	17	-	-	SYM
american_scientific_journal-3128	157	18	12.0	12.0	NUM
american_scientific_journal-3128	157	19	hz	hz	NOUN
american_scientific_journal-3128	157	20	)	)	PUNCT
american_scientific_journal-3128	157	21	,	,	PUNCT
american_scientific_journal-3128	157	22	beta-1	beta-1	NUM
american_scientific_journal-3128	157	23	(	(	PUNCT
american_scientific_journal-3128	157	24	12.5	12.5	NUM
american_scientific_journal-3128	157	25	-	-	SYM
american_scientific_journal-3128	157	26	20.5	20.5	NUM
american_scientific_journal-3128	157	27	hz	hz	NOUN
american_scientific_journal-3128	157	28	)	)	PUNCT
american_scientific_journal-3128	157	29	,	,	PUNCT
american_scientific_journal-3128	157	30	beta-2	beta-2	NUM
american_scientific_journal-3128	157	31	(	(	PUNCT
american_scientific_journal-3128	157	32	21.0	21.0	NUM
american_scientific_journal-3128	157	33	-	-	SYM
american_scientific_journal-3128	157	34	30.0	30.0	NUM
american_scientific_journal-3128	157	35	hz	hz	NOUN
american_scientific_journal-3128	157	36	)	)	PUNCT
american_scientific_journal-3128	157	37	,	,	PUNCT
american_scientific_journal-3128	157	38	which	which	PRON
american_scientific_journal-3128	157	39	formed	form	VERB
american_scientific_journal-3128	157	40	the	the	DET
american_scientific_journal-3128	157	41	first	first	ADJ
american_scientific_journal-3128	157	42	feature	feature	NOUN
american_scientific_journal-3128	157	43	set	set	NOUN
american_scientific_journal-3128	157	44	.	.	PUNCT
american_scientific_journal-3128	158	1	the	the	DET
american_scientific_journal-3128	158	2	second	second	ADJ
american_scientific_journal-3128	158	3	feature	feature	NOUN
american_scientific_journal-3128	158	4	set	set	NOUN
american_scientific_journal-3128	158	5	included	include	VERB
american_scientific_journal-3128	158	6	:	:	PUNCT
american_scientific_journal-3128	158	7	delta	delta	NOUN
american_scientific_journal-3128	158	8	(	(	PUNCT
american_scientific_journal-3128	158	9	1.0	1.0	NUM
american_scientific_journal-3128	158	10	-	-	SYM
american_scientific_journal-3128	158	11	3.5	3.5	NUM
american_scientific_journal-3128	158	12	hz	hz	NOUN
american_scientific_journal-3128	158	13	)	)	PUNCT
american_scientific_journal-3128	158	14	,	,	PUNCT
american_scientific_journal-3128	158	15	theta	theta	NOUN
american_scientific_journal-3128	158	16	(	(	PUNCT
american_scientific_journal-3128	158	17	4.0	4.0	NUM
american_scientific_journal-3128	158	18	-	-	SYM
american_scientific_journal-3128	158	19	7.5	7.5	NUM
american_scientific_journal-3128	158	20	hz	hz	NOUN
american_scientific_journal-3128	158	21	)	)	PUNCT
american_scientific_journal-3128	158	22	,	,	PUNCT
american_scientific_journal-3128	158	23	(	(	PUNCT
american_scientific_journal-3128	158	24	8.0	8.0	NUM
american_scientific_journal-3128	158	25	-	-	SYM
american_scientific_journal-3128	158	26	12.0	12.0	NUM
american_scientific_journal-3128	158	27	hz	hz	NOUN
american_scientific_journal-3128	158	28	)	)	PUNCT
american_scientific_journal-3128	158	29	,	,	PUNCT
american_scientific_journal-3128	158	30	beta-1	beta-1	NUM
american_scientific_journal-3128	158	31	(	(	PUNCT
american_scientific_journal-3128	158	32	12.5	12.5	NUM
american_scientific_journal-3128	158	33	-	-	SYM
american_scientific_journal-3128	158	34	20.5	20.5	NUM
american_scientific_journal-3128	158	35	hz	hz	NOUN
american_scientific_journal-3128	158	36	)	)	PUNCT
american_scientific_journal-3128	158	37	,	,	PUNCT
american_scientific_journal-3128	158	38	beta-2	beta-2	NUM
american_scientific_journal-3128	158	39	(	(	PUNCT
american_scientific_journal-3128	158	40	21.0	21.0	NUM
american_scientific_journal-3128	158	41	-	-	SYM
american_scientific_journal-3128	158	42	30.0	30.0	NUM
american_scientific_journal-3128	158	43	hz	hz	NOUN
american_scientific_journal-3128	158	44	)	)	PUNCT
american_scientific_journal-3128	158	45	.	.	PUNCT
american_scientific_journal-3128	159	1	since	since	SCONJ
american_scientific_journal-3128	159	2	data	datum	NOUN
american_scientific_journal-3128	159	3	collected	collect	VERB
american_scientific_journal-3128	159	4	belonged	belong	VERB
american_scientific_journal-3128	159	5	to	to	ADP
american_scientific_journal-3128	159	6	one	one	NUM
american_scientific_journal-3128	159	7	subject	subject	NOUN
american_scientific_journal-3128	159	8	and	and	CCONJ
american_scientific_journal-3128	159	9	had	have	VERB
american_scientific_journal-3128	159	10	the	the	DET
american_scientific_journal-3128	159	11	same	same	ADJ
american_scientific_journal-3128	159	12	distribution	distribution	NOUN
american_scientific_journal-3128	159	13	,	,	PUNCT
american_scientific_journal-3128	159	14	the	the	DET
american_scientific_journal-3128	159	15	average	average	NOUN
american_scientific_journal-3128	159	16	and	and	CCONJ
american_scientific_journal-3128	159	17	the	the	DET
american_scientific_journal-3128	159	18	standard	standard	ADJ
american_scientific_journal-3128	159	19	deviation	deviation	NOUN
american_scientific_journal-3128	159	20	of	of	ADP
american_scientific_journal-3128	159	21	the	the	DET
american_scientific_journal-3128	159	22	welch	welch	PROPN
american_scientific_journal-3128	159	23	psd	psd	PROPN
american_scientific_journal-3128	159	24	on	on	ADP
american_scientific_journal-3128	159	25	the	the	DET
american_scientific_journal-3128	159	26	mentioned	mention	VERB
american_scientific_journal-3128	159	27	components	component	NOUN
american_scientific_journal-3128	159	28	were	be	AUX
american_scientific_journal-3128	159	29	calculated	calculate	VERB
american_scientific_journal-3128	159	30	as	as	ADP
american_scientific_journal-3128	159	31	features	feature	NOUN
american_scientific_journal-3128	159	32	.	.	PUNCT
american_scientific_journal-3128	160	1	the	the	DET
american_scientific_journal-3128	160	2	detail	detail	NOUN
american_scientific_journal-3128	160	3	of	of	ADP
american_scientific_journal-3128	160	4	feature	feature	NOUN
american_scientific_journal-3128	160	5	selection	selection	NOUN
american_scientific_journal-3128	160	6	is	be	AUX
american_scientific_journal-3128	160	7	mentioned	mention	VERB
american_scientific_journal-3128	160	8	in	in	ADP
american_scientific_journal-3128	160	9	table	table	NOUN
american_scientific_journal-3128	160	10	2	2	NUM
american_scientific_journal-3128	160	11	and	and	CCONJ
american_scientific_journal-3128	160	12	table	table	NOUN
american_scientific_journal-3128	160	13	3	3	NUM
american_scientific_journal-3128	160	14	.	.	PUNCT
american_scientific_journal-3128	161	1	american	american	PROPN
american_scientific_journal-3128	161	2	scientific	scientific	ADJ
american_scientific_journal-3128	161	3	research	research	PROPN
american_scientific_journal-3128	161	4	journal	journal	NOUN
american_scientific_journal-3128	161	5	for	for	ADP
american_scientific_journal-3128	161	6	engineering	engineering	NOUN
american_scientific_journal-3128	161	7	,	,	PUNCT
american_scientific_journal-3128	161	8	technology	technology	NOUN
american_scientific_journal-3128	161	9	,	,	PUNCT
american_scientific_journal-3128	161	10	and	and	CCONJ
american_scientific_journal-3128	161	11	sciences	science	NOUN
american_scientific_journal-3128	161	12	(	(	PUNCT
american_scientific_journal-3128	161	13	asrjets	asrjet	NOUN
american_scientific_journal-3128	161	14	)	)	PUNCT
american_scientific_journal-3128	161	15	(	(	PUNCT
american_scientific_journal-3128	161	16	2017	2017	NUM
american_scientific_journal-3128	161	17	)	)	PUNCT
american_scientific_journal-3128	161	18	volume	volume	NOUN
american_scientific_journal-3128	161	19	33	33	NUM
american_scientific_journal-3128	161	20	,	,	PUNCT
american_scientific_journal-3128	161	21	no	no	DET
american_scientific_journal-3128	161	22	1	1	NUM
american_scientific_journal-3128	161	23	,	,	PUNCT
american_scientific_journal-3128	161	24	pp	pp	ADV
american_scientific_journal-3128	161	25	124	124	NUM
american_scientific_journal-3128	161	26	-	-	SYM
american_scientific_journal-3128	161	27	145	145	NUM
american_scientific_journal-3128	161	28	133	133	NUM
american_scientific_journal-3128	161	29	table	table	NOUN
american_scientific_journal-3128	161	30	2	2	NUM
american_scientific_journal-3128	161	31	:	:	PUNCT
american_scientific_journal-3128	161	32	the	the	DET
american_scientific_journal-3128	161	33	first	first	ADJ
american_scientific_journal-3128	161	34	set	set	NOUN
american_scientific_journal-3128	161	35	of	of	ADP
american_scientific_journal-3128	161	36	features	feature	NOUN
american_scientific_journal-3128	161	37	the	the	DET
american_scientific_journal-3128	161	38	first	first	ADJ
american_scientific_journal-3128	161	39	feature	feature	NOUN
american_scientific_journal-3128	161	40	set	set	NOUN
american_scientific_journal-3128	161	41	(	(	PUNCT
american_scientific_journal-3128	161	42	6	6	NUM
american_scientific_journal-3128	161	43	)	)	PUNCT
american_scientific_journal-3128	161	44	operand	operand	NOUN
american_scientific_journal-3128	161	45	component	component	NOUN
american_scientific_journal-3128	161	46	mean	mean	NOUN
american_scientific_journal-3128	161	47	of	of	ADP
american_scientific_journal-3128	161	48	welch	welch	PROPN
american_scientific_journal-3128	161	49	psd	psd	PROPN
american_scientific_journal-3128	161	50	alpha	alpha	NOUN
american_scientific_journal-3128	161	51	beta-1	beta-1	NUM
american_scientific_journal-3128	161	52	beta-2	beta-2	NUM
american_scientific_journal-3128	161	53	standard	standard	ADJ
american_scientific_journal-3128	161	54	deviation	deviation	NOUN
american_scientific_journal-3128	161	55	of	of	ADP
american_scientific_journal-3128	161	56	welch	welch	PROPN
american_scientific_journal-3128	161	57	psd	psd	PROPN
american_scientific_journal-3128	161	58	alpha	alpha	NOUN
american_scientific_journal-3128	161	59	beta-1	beta-1	NUM
american_scientific_journal-3128	161	60	beta-2	beta-2	NUM
american_scientific_journal-3128	161	61	table	table	NOUN
american_scientific_journal-3128	161	62	3	3	NUM
american_scientific_journal-3128	161	63	:	:	PUNCT
american_scientific_journal-3128	161	64	the	the	DET
american_scientific_journal-3128	161	65	second	second	ADJ
american_scientific_journal-3128	161	66	set	set	NOUN
american_scientific_journal-3128	161	67	of	of	ADP
american_scientific_journal-3128	161	68	features	feature	NOUN
american_scientific_journal-3128	161	69	the	the	DET
american_scientific_journal-3128	161	70	second	second	ADJ
american_scientific_journal-3128	161	71	feature	feature	NOUN
american_scientific_journal-3128	161	72	set	set	NOUN
american_scientific_journal-3128	161	73	(	(	PUNCT
american_scientific_journal-3128	161	74	10	10	NUM
american_scientific_journal-3128	161	75	)	)	PUNCT
american_scientific_journal-3128	161	76	operand	operand	NOUN
american_scientific_journal-3128	161	77	component	component	NOUN
american_scientific_journal-3128	161	78	mean	mean	NOUN
american_scientific_journal-3128	161	79	of	of	ADP
american_scientific_journal-3128	161	80	welch	welch	PROPN
american_scientific_journal-3128	161	81	psd	psd	PROPN
american_scientific_journal-3128	161	82	delta	delta	PROPN
american_scientific_journal-3128	161	83	theta	theta	PROPN
american_scientific_journal-3128	161	84	alpha	alpha	NOUN
american_scientific_journal-3128	161	85	beta-1	beta-1	NUM
american_scientific_journal-3128	161	86	beta-2	beta-2	NUM
american_scientific_journal-3128	161	87	standard	standard	ADJ
american_scientific_journal-3128	161	88	deviation	deviation	NOUN
american_scientific_journal-3128	161	89	of	of	ADP
american_scientific_journal-3128	161	90	welch	welch	PROPN
american_scientific_journal-3128	161	91	psd	psd	PROPN
american_scientific_journal-3128	161	92	delta	delta	PROPN
american_scientific_journal-3128	161	93	theta	theta	PROPN
american_scientific_journal-3128	161	94	alpha	alpha	NOUN
american_scientific_journal-3128	161	95	beta-1	beta-1	NUM
american_scientific_journal-3128	161	96	beta-2	beta-2	NUM
american_scientific_journal-3128	161	97	feature	feature	NOUN
american_scientific_journal-3128	161	98	extraction	extraction	NOUN
american_scientific_journal-3128	161	99	from	from	ADP
american_scientific_journal-3128	161	100	pre	pre	ADJ
american_scientific_journal-3128	161	101	-	-	ADJ
american_scientific_journal-3128	161	102	processed	process	VERB
american_scientific_journal-3128	161	103	eeg	eeg	NOUN
american_scientific_journal-3128	161	104	signals	signal	NOUN
american_scientific_journal-3128	161	105	was	be	AUX
american_scientific_journal-3128	161	106	performed	perform	VERB
american_scientific_journal-3128	161	107	by	by	ADP
american_scientific_journal-3128	161	108	three	three	NUM
american_scientific_journal-3128	161	109	approaches	approach	NOUN
american_scientific_journal-3128	161	110	.	.	PUNCT
american_scientific_journal-3128	162	1	first	first	ADV
american_scientific_journal-3128	162	2	of	of	ADP
american_scientific_journal-3128	162	3	all	all	PRON
american_scientific_journal-3128	162	4	,	,	PUNCT
american_scientific_journal-3128	162	5	the	the	DET
american_scientific_journal-3128	162	6	whole	whole	ADJ
american_scientific_journal-3128	162	7	signal	signal	NOUN
american_scientific_journal-3128	162	8	was	be	AUX
american_scientific_journal-3128	162	9	considered	consider	VERB
american_scientific_journal-3128	162	10	and	and	CCONJ
american_scientific_journal-3128	162	11	two	two	NUM
american_scientific_journal-3128	162	12	sets	set	NOUN
american_scientific_journal-3128	162	13	of	of	ADP
american_scientific_journal-3128	162	14	features	feature	NOUN
american_scientific_journal-3128	162	15	applied	apply	VERB
american_scientific_journal-3128	162	16	,	,	PUNCT
american_scientific_journal-3128	162	17	so	so	ADV
american_scientific_journal-3128	162	18	two	two	NUM
american_scientific_journal-3128	162	19	feature	feature	NOUN
american_scientific_journal-3128	162	20	vectors	vector	NOUN
american_scientific_journal-3128	162	21	,	,	PUNCT
american_scientific_journal-3128	162	22	including	include	VERB
american_scientific_journal-3128	162	23	six	six	NUM
american_scientific_journal-3128	162	24	and	and	CCONJ
american_scientific_journal-3128	162	25	ten	ten	NUM
american_scientific_journal-3128	162	26	values	value	NOUN
american_scientific_journal-3128	162	27	were	be	AUX
american_scientific_journal-3128	162	28	obtained	obtain	VERB
american_scientific_journal-3128	162	29	,	,	PUNCT
american_scientific_journal-3128	162	30	respectively	respectively	ADV
american_scientific_journal-3128	162	31	.	.	PUNCT
american_scientific_journal-3128	163	1	although	although	SCONJ
american_scientific_journal-3128	163	2	the	the	DET
american_scientific_journal-3128	163	3	feature	feature	NOUN
american_scientific_journal-3128	163	4	space	space	NOUN
american_scientific_journal-3128	163	5	could	could	AUX
american_scientific_journal-3128	163	6	be	be	AUX
american_scientific_journal-3128	163	7	small	small	ADJ
american_scientific_journal-3128	163	8	by	by	ADP
american_scientific_journal-3128	163	9	this	this	DET
american_scientific_journal-3128	163	10	approach	approach	NOUN
american_scientific_journal-3128	163	11	,	,	PUNCT
american_scientific_journal-3128	163	12	the	the	DET
american_scientific_journal-3128	163	13	minimum	minimum	NOUN
american_scientific_journal-3128	163	14	of	of	ADP
american_scientific_journal-3128	163	15	noise	noise	NOUN
american_scientific_journal-3128	163	16	and	and	CCONJ
american_scientific_journal-3128	163	17	high	high	ADJ
american_scientific_journal-3128	163	18	snr	snr	NOUN
american_scientific_journal-3128	163	19	will	will	AUX
american_scientific_journal-3128	163	20	be	be	AUX
american_scientific_journal-3128	163	21	achieved	achieve	VERB
american_scientific_journal-3128	163	22	.	.	PUNCT
american_scientific_journal-3128	164	1	the	the	DET
american_scientific_journal-3128	164	2	mentioned	mention	VERB
american_scientific_journal-3128	164	3	method	method	NOUN
american_scientific_journal-3128	164	4	called	call	VERB
american_scientific_journal-3128	164	5	off	off	ADP
american_scientific_journal-3128	164	6	-	-	PUNCT
american_scientific_journal-3128	164	7	line	line	NOUN
american_scientific_journal-3128	164	8	feature	feature	NOUN
american_scientific_journal-3128	164	9	extraction	extraction	NOUN
american_scientific_journal-3128	164	10	might	might	AUX
american_scientific_journal-3128	164	11	be	be	AUX
american_scientific_journal-3128	164	12	more	more	ADV
american_scientific_journal-3128	164	13	useful	useful	ADJ
american_scientific_journal-3128	164	14	,	,	PUNCT
american_scientific_journal-3128	164	15	when	when	SCONJ
american_scientific_journal-3128	164	16	lots	lot	NOUN
american_scientific_journal-3128	164	17	of	of	ADP
american_scientific_journal-3128	164	18	data	datum	NOUN
american_scientific_journal-3128	164	19	(	(	PUNCT
american_scientific_journal-3128	164	20	eeg	eeg	NOUN
american_scientific_journal-3128	164	21	signals	signal	NOUN
american_scientific_journal-3128	164	22	)	)	PUNCT
american_scientific_journal-3128	164	23	are	be	AUX
american_scientific_journal-3128	164	24	used	use	VERB
american_scientific_journal-3128	164	25	to	to	PART
american_scientific_journal-3128	164	26	train	train	VERB
american_scientific_journal-3128	164	27	classifier	classifier	NOUN
american_scientific_journal-3128	164	28	.	.	PUNCT
american_scientific_journal-3128	165	1	secondly	secondly	ADV
american_scientific_journal-3128	165	2	,	,	PUNCT
american_scientific_journal-3128	165	3	a	a	DET
american_scientific_journal-3128	165	4	moving	move	VERB
american_scientific_journal-3128	165	5	window	window	NOUN
american_scientific_journal-3128	165	6	scanned	scan	VERB
american_scientific_journal-3128	165	7	all	all	PRON
american_scientific_journal-3128	165	8	of	of	ADP
american_scientific_journal-3128	165	9	a	a	DET
american_scientific_journal-3128	165	10	signal	signal	NOUN
american_scientific_journal-3128	165	11	,	,	PUNCT
american_scientific_journal-3128	165	12	and	and	CCONJ
american_scientific_journal-3128	165	13	extracted	extract	VERB
american_scientific_journal-3128	165	14	the	the	DET
american_scientific_journal-3128	165	15	features	feature	NOUN
american_scientific_journal-3128	165	16	based	base	VERB
american_scientific_journal-3128	165	17	on	on	ADP
american_scientific_journal-3128	165	18	two	two	NUM
american_scientific_journal-3128	165	19	mentioned	mention	VERB
american_scientific_journal-3128	165	20	feature	feature	NOUN
american_scientific_journal-3128	165	21	sets	set	NOUN
american_scientific_journal-3128	165	22	.	.	PUNCT
american_scientific_journal-3128	166	1	the	the	DET
american_scientific_journal-3128	166	2	size	size	NOUN
american_scientific_journal-3128	166	3	of	of	ADP
american_scientific_journal-3128	166	4	the	the	DET
american_scientific_journal-3128	166	5	moving	move	VERB
american_scientific_journal-3128	166	6	window	window	NOUN
american_scientific_journal-3128	166	7	was	be	AUX
american_scientific_journal-3128	166	8	equal	equal	ADJ
american_scientific_journal-3128	166	9	to	to	ADP
american_scientific_journal-3128	166	10	one	one	NUM
american_scientific_journal-3128	166	11	epoch	epoch	NOUN
american_scientific_journal-3128	166	12	,	,	PUNCT
american_scientific_journal-3128	166	13	which	which	PRON
american_scientific_journal-3128	166	14	divided	divide	VERB
american_scientific_journal-3128	166	15	each	each	DET
american_scientific_journal-3128	166	16	trial	trial	NOUN
american_scientific_journal-3128	166	17	into	into	ADP
american_scientific_journal-3128	166	18	10	10	NUM
american_scientific_journal-3128	166	19	segments	segment	NOUN
american_scientific_journal-3128	166	20	.	.	PUNCT
american_scientific_journal-3128	167	1	hence	hence	ADV
american_scientific_journal-3128	167	2	,	,	PUNCT
american_scientific_journal-3128	167	3	each	each	DET
american_scientific_journal-3128	167	4	epoch	epoch	NOUN
american_scientific_journal-3128	167	5	has	have	VERB
american_scientific_journal-3128	167	6	almost	almost	ADV
american_scientific_journal-3128	167	7	one	one	NUM
american_scientific_journal-3128	167	8	second	second	ADJ
american_scientific_journal-3128	167	9	length	length	NOUN
american_scientific_journal-3128	167	10	.	.	PUNCT
american_scientific_journal-3128	168	1	two	two	NUM
american_scientific_journal-3128	168	2	feature	feature	NOUN
american_scientific_journal-3128	168	3	vectors	vector	NOUN
american_scientific_journal-3128	168	4	of	of	ADP
american_scientific_journal-3128	168	5	60	60	NUM
american_scientific_journal-3128	168	6	and	and	CCONJ
american_scientific_journal-3128	168	7	100	100	NUM
american_scientific_journal-3128	168	8	values	value	NOUN
american_scientific_journal-3128	168	9	were	be	AUX
american_scientific_journal-3128	168	10	obtained	obtain	VERB
american_scientific_journal-3128	168	11	for	for	ADP
american_scientific_journal-3128	168	12	each	each	DET
american_scientific_journal-3128	168	13	signal	signal	NOUN
american_scientific_journal-3128	168	14	(	(	PUNCT
american_scientific_journal-3128	168	15	signal	signal	NOUN
american_scientific_journal-3128	168	16	means	mean	VERB
american_scientific_journal-3128	168	17	each	each	DET
american_scientific_journal-3128	168	18	channel	channel	NOUN
american_scientific_journal-3128	168	19	of	of	ADP
american_scientific_journal-3128	168	20	any	any	DET
american_scientific_journal-3128	168	21	trial	trial	NOUN
american_scientific_journal-3128	168	22	)	)	PUNCT
american_scientific_journal-3128	168	23	.	.	PUNCT
american_scientific_journal-3128	169	1	finally	finally	ADV
american_scientific_journal-3128	169	2	,	,	PUNCT
american_scientific_journal-3128	169	3	a	a	DET
american_scientific_journal-3128	169	4	moving	move	VERB
american_scientific_journal-3128	169	5	window	window	NOUN
american_scientific_journal-3128	169	6	,	,	PUNCT
american_scientific_journal-3128	169	7	having	have	VERB
american_scientific_journal-3128	169	8	50	50	NUM
american_scientific_journal-3128	169	9	%	%	NOUN
american_scientific_journal-3128	169	10	overlap	overlap	NOUN
american_scientific_journal-3128	169	11	,	,	PUNCT
american_scientific_journal-3128	169	12	scanned	scan	VERB
american_scientific_journal-3128	169	13	the	the	DET
american_scientific_journal-3128	169	14	signals	signal	NOUN
american_scientific_journal-3128	169	15	as	as	ADP
american_scientific_journal-3128	169	16	in	in	ADP
american_scientific_journal-3128	169	17	the	the	DET
american_scientific_journal-3128	169	18	second	second	ADJ
american_scientific_journal-3128	169	19	step	step	NOUN
american_scientific_journal-3128	169	20	.	.	PUNCT
american_scientific_journal-3128	170	1	two	two	NUM
american_scientific_journal-3128	170	2	feature	feature	NOUN
american_scientific_journal-3128	170	3	vectors	vector	NOUN
american_scientific_journal-3128	170	4	including	include	VERB
american_scientific_journal-3128	170	5	114	114	NUM
american_scientific_journal-3128	170	6	and	and	CCONJ
american_scientific_journal-3128	170	7	190	190	NUM
american_scientific_journal-3128	170	8	values	value	NOUN
american_scientific_journal-3128	170	9	were	be	AUX
american_scientific_journal-3128	170	10	received	receive	VERB
american_scientific_journal-3128	170	11	,	,	PUNCT
american_scientific_journal-3128	170	12	respectively	respectively	ADV
american_scientific_journal-3128	170	13	.	.	PUNCT
american_scientific_journal-3128	171	1	as	as	SCONJ
american_scientific_journal-3128	171	2	not	not	PART
american_scientific_journal-3128	171	3	many	many	ADJ
american_scientific_journal-3128	171	4	dataset	dataset	NOUN
american_scientific_journal-3128	171	5	were	be	AUX
american_scientific_journal-3128	171	6	used	use	VERB
american_scientific_journal-3128	171	7	in	in	ADP
american_scientific_journal-3128	171	8	this	this	DET
american_scientific_journal-3128	171	9	work	work	NOUN
american_scientific_journal-3128	171	10	,	,	PUNCT
american_scientific_journal-3128	171	11	it	it	PRON
american_scientific_journal-3128	171	12	would	would	AUX
american_scientific_journal-3128	171	13	american	american	VERB
american_scientific_journal-3128	171	14	scientific	scientific	ADJ
american_scientific_journal-3128	171	15	research	research	NOUN
american_scientific_journal-3128	171	16	journal	journal	NOUN
american_scientific_journal-3128	171	17	for	for	ADP
american_scientific_journal-3128	171	18	engineering	engineering	NOUN
american_scientific_journal-3128	171	19	,	,	PUNCT
american_scientific_journal-3128	171	20	technology	technology	NOUN
american_scientific_journal-3128	171	21	,	,	PUNCT
american_scientific_journal-3128	171	22	and	and	CCONJ
american_scientific_journal-3128	171	23	sciences	science	NOUN
american_scientific_journal-3128	171	24	(	(	PUNCT
american_scientific_journal-3128	171	25	asrjets	asrjet	NOUN
american_scientific_journal-3128	171	26	)	)	PUNCT
american_scientific_journal-3128	171	27	(	(	PUNCT
american_scientific_journal-3128	171	28	2017	2017	NUM
american_scientific_journal-3128	171	29	)	)	PUNCT
american_scientific_journal-3128	171	30	volume	volume	NOUN
american_scientific_journal-3128	171	31	33	33	NUM
american_scientific_journal-3128	171	32	,	,	PUNCT
american_scientific_journal-3128	171	33	no	no	DET
american_scientific_journal-3128	171	34	1	1	NUM
american_scientific_journal-3128	171	35	,	,	PUNCT
american_scientific_journal-3128	171	36	pp	pp	ADV
american_scientific_journal-3128	171	37	124	124	NUM
american_scientific_journal-3128	171	38	-	-	SYM
american_scientific_journal-3128	171	39	145	145	NUM
american_scientific_journal-3128	171	40	134	134	NUM
american_scientific_journal-3128	171	41	be	be	AUX
american_scientific_journal-3128	171	42	expected	expect	VERB
american_scientific_journal-3128	171	43	that	that	SCONJ
american_scientific_journal-3128	171	44	the	the	DET
american_scientific_journal-3128	171	45	third	third	ADJ
american_scientific_journal-3128	171	46	method	method	NOUN
american_scientific_journal-3128	171	47	of	of	ADP
american_scientific_journal-3128	171	48	producing	produce	VERB
american_scientific_journal-3128	171	49	feature	feature	NOUN
american_scientific_journal-3128	171	50	vectors	vector	NOUN
american_scientific_journal-3128	171	51	could	could	AUX
american_scientific_journal-3128	171	52	get	get	VERB
american_scientific_journal-3128	171	53	the	the	DET
american_scientific_journal-3128	171	54	better	well	ADJ
american_scientific_journal-3128	171	55	results	result	NOUN
american_scientific_journal-3128	171	56	.	.	PUNCT
american_scientific_journal-3128	172	1	in	in	ADP
american_scientific_journal-3128	172	2	other	other	ADJ
american_scientific_journal-3128	172	3	words	word	NOUN
american_scientific_journal-3128	172	4	,	,	PUNCT
american_scientific_journal-3128	172	5	applying	apply	VERB
american_scientific_journal-3128	172	6	a	a	DET
american_scientific_journal-3128	172	7	moving	move	VERB
american_scientific_journal-3128	172	8	window	window	NOUN
american_scientific_journal-3128	172	9	with	with	ADP
american_scientific_journal-3128	172	10	overlap	overlap	NOUN
american_scientific_journal-3128	172	11	could	could	AUX
american_scientific_journal-3128	172	12	extract	extract	VERB
american_scientific_journal-3128	172	13	more	more	ADJ
american_scientific_journal-3128	172	14	than	than	ADP
american_scientific_journal-3128	172	15	details	detail	NOUN
american_scientific_journal-3128	172	16	from	from	ADP
american_scientific_journal-3128	172	17	signal	signal	NOUN
american_scientific_journal-3128	172	18	resulting	result	VERB
american_scientific_journal-3128	172	19	in	in	ADP
american_scientific_journal-3128	172	20	a	a	DET
american_scientific_journal-3128	172	21	better	well	ADJ
american_scientific_journal-3128	172	22	continuous	continuous	ADJ
american_scientific_journal-3128	172	23	classification	classification	NOUN
american_scientific_journal-3128	172	24	.	.	PUNCT
american_scientific_journal-3128	173	1	although	although	SCONJ
american_scientific_journal-3128	173	2	this	this	DET
american_scientific_journal-3128	173	3	approach	approach	NOUN
american_scientific_journal-3128	173	4	seems	seem	VERB
american_scientific_journal-3128	173	5	to	to	PART
american_scientific_journal-3128	173	6	be	be	AUX
american_scientific_journal-3128	173	7	more	more	ADV
american_scientific_journal-3128	173	8	accurate	accurate	ADJ
american_scientific_journal-3128	173	9	,	,	PUNCT
american_scientific_journal-3128	173	10	it	it	PRON
american_scientific_journal-3128	173	11	could	could	AUX
american_scientific_journal-3128	173	12	decrease	decrease	VERB
american_scientific_journal-3128	173	13	snr	snr	PROPN
american_scientific_journal-3128	173	14	,	,	PUNCT
american_scientific_journal-3128	173	15	and	and	CCONJ
american_scientific_journal-3128	173	16	it	it	PRON
american_scientific_journal-3128	173	17	might	might	AUX
american_scientific_journal-3128	173	18	extract	extract	VERB
american_scientific_journal-3128	173	19	information	information	NOUN
american_scientific_journal-3128	173	20	from	from	ADP
american_scientific_journal-3128	173	21	noise	noise	NOUN
american_scientific_journal-3128	173	22	.	.	PUNCT
american_scientific_journal-3128	174	1	lastly	lastly	ADV
american_scientific_journal-3128	174	2	,	,	PUNCT
american_scientific_journal-3128	174	3	in	in	ADP
american_scientific_journal-3128	174	4	order	order	NOUN
american_scientific_journal-3128	174	5	to	to	PART
american_scientific_journal-3128	174	6	form	form	VERB
american_scientific_journal-3128	174	7	a	a	DET
american_scientific_journal-3128	174	8	unique	unique	ADJ
american_scientific_journal-3128	174	9	feature	feature	NOUN
american_scientific_journal-3128	174	10	vector	vector	NOUN
american_scientific_journal-3128	174	11	,	,	PUNCT
american_scientific_journal-3128	174	12	all	all	DET
american_scientific_journal-3128	174	13	vectors	vector	NOUN
american_scientific_journal-3128	174	14	were	be	AUX
american_scientific_journal-3128	174	15	added	add	VERB
american_scientific_journal-3128	174	16	together	together	ADV
american_scientific_journal-3128	174	17	.	.	PUNCT
american_scientific_journal-3128	175	1	firstly	firstly	ADV
american_scientific_journal-3128	175	2	,	,	PUNCT
american_scientific_journal-3128	175	3	all	all	DET
american_scientific_journal-3128	175	4	feature	feature	NOUN
american_scientific_journal-3128	175	5	vectors	vector	NOUN
american_scientific_journal-3128	175	6	of	of	ADP
american_scientific_journal-3128	175	7	a	a	DET
american_scientific_journal-3128	175	8	trial	trial	NOUN
american_scientific_journal-3128	175	9	(	(	PUNCT
american_scientific_journal-3128	175	10	having	have	VERB
american_scientific_journal-3128	175	11	4	4	NUM
american_scientific_journal-3128	175	12	channels	channel	NOUN
american_scientific_journal-3128	175	13	)	)	PUNCT
american_scientific_journal-3128	175	14	were	be	AUX
american_scientific_journal-3128	175	15	joined	join	VERB
american_scientific_journal-3128	175	16	together	together	ADV
american_scientific_journal-3128	175	17	,	,	PUNCT
american_scientific_journal-3128	175	18	and	and	CCONJ
american_scientific_journal-3128	175	19	then	then	ADV
american_scientific_journal-3128	175	20	all	all	DET
american_scientific_journal-3128	175	21	matrices	matrix	NOUN
american_scientific_journal-3128	175	22	coming	come	VERB
american_scientific_journal-3128	175	23	from	from	ADP
american_scientific_journal-3128	175	24	all	all	DET
american_scientific_journal-3128	175	25	trials	trial	NOUN
american_scientific_journal-3128	175	26	were	be	AUX
american_scientific_journal-3128	175	27	added	add	VERB
american_scientific_journal-3128	175	28	together	together	ADV
american_scientific_journal-3128	175	29	.	.	PUNCT
american_scientific_journal-3128	176	1	equation	equation	NOUN
american_scientific_journal-3128	176	2	6	6	NUM
american_scientific_journal-3128	176	3	and	and	CCONJ
american_scientific_journal-3128	176	4	equation	equation	NOUN
american_scientific_journal-3128	176	5	7	7	NUM
american_scientific_journal-3128	176	6	show	show	VERB
american_scientific_journal-3128	176	7	mathematically	mathematically	ADV
american_scientific_journal-3128	176	8	the	the	DET
american_scientific_journal-3128	176	9	final	final	ADJ
american_scientific_journal-3128	176	10	feature	feature	NOUN
american_scientific_journal-3128	176	11	vector	vector	NOUN
american_scientific_journal-3128	176	12	(	(	PUNCT
american_scientific_journal-3128	176	13	fv	fv	NOUN
american_scientific_journal-3128	176	14	)	)	PUNCT
american_scientific_journal-3128	176	15	formation	formation	NOUN
american_scientific_journal-3128	176	16	.	.	PUNCT
american_scientific_journal-3128	177	1	𝐹𝐹𝑉𝑉𝑡𝑡𝑡𝑡𝑖𝑖𝑣𝑣𝑤𝑤(𝑖𝑖	𝐹𝐹𝑉𝑉𝑡𝑡𝑡𝑡𝑖𝑖𝑣𝑣𝑤𝑤(𝑖𝑖	X
american_scientific_journal-3128	177	2	)	)	PUNCT
american_scientific_journal-3128	177	3	=	=	PUNCT
american_scientific_journal-3128	177	4	�	�	NOUN
american_scientific_journal-3128	177	5	𝑓𝑓𝑣𝑣𝑡𝑡𝑡𝑡𝑖𝑖𝑣𝑣𝑤𝑤(𝑖𝑖)(𝑤𝑤ℎ𝑣𝑣𝑛𝑛𝑛𝑛𝑤𝑤𝑤𝑤	𝑓𝑓𝑣𝑣𝑡𝑡𝑡𝑡𝑖𝑖𝑣𝑣𝑤𝑤(𝑖𝑖)(𝑤𝑤ℎ𝑣𝑣𝑛𝑛𝑛𝑛𝑤𝑤𝑤𝑤	NOUN
american_scientific_journal-3128	177	6	1	1	NUM
american_scientific_journal-3128	177	7	)	)	PUNCT
american_scientific_journal-3128	177	8	,	,	PUNCT
american_scientific_journal-3128	177	9	…	…	PUNCT
american_scientific_journal-3128	177	10	,	,	PUNCT
american_scientific_journal-3128	177	11	𝑓𝑓𝑣𝑣𝑡𝑡𝑡𝑡𝑖𝑖𝑣𝑣𝑤𝑤(𝑖𝑖)(𝑤𝑤ℎ𝑣𝑣𝑛𝑛𝑛𝑛𝑤𝑤𝑤𝑤	𝑓𝑓𝑣𝑣𝑡𝑡𝑡𝑡𝑖𝑖𝑣𝑣𝑤𝑤(𝑖𝑖)(𝑤𝑤ℎ𝑣𝑣𝑛𝑛𝑛𝑛𝑤𝑤𝑤𝑤	PROPN
american_scientific_journal-3128	177	12	4	4	NUM
american_scientific_journal-3128	177	13	)	)	PUNCT
american_scientific_journal-3128	177	14	�	�	PROPN
american_scientific_journal-3128	177	15	equation	equation	NOUN
american_scientific_journal-3128	177	16	6	6	NUM
american_scientific_journal-3128	177	17	:	:	PUNCT
american_scientific_journal-3128	177	18	feature	feature	NOUN
american_scientific_journal-3128	177	19	vector	vector	NOUN
american_scientific_journal-3128	177	20	of	of	ADP
american_scientific_journal-3128	177	21	each	each	DET
american_scientific_journal-3128	177	22	trail	trail	NOUN
american_scientific_journal-3128	177	23	(	(	PUNCT
american_scientific_journal-3128	177	24	including	include	VERB
american_scientific_journal-3128	177	25	4	4	NUM
american_scientific_journal-3128	177	26	channels	channel	NOUN
american_scientific_journal-3128	177	27	)	)	PUNCT
american_scientific_journal-3128	177	28	𝐹𝐹𝑉𝑉𝑓𝑓𝑖𝑖𝑛𝑛𝑣𝑣𝑤𝑤	𝐹𝐹𝑉𝑉𝑓𝑓𝑖𝑖𝑛𝑛𝑣𝑣𝑤𝑤	PROPN
american_scientific_journal-3128	177	29	=	=	SYM
american_scientific_journal-3128	177	30	{	{	PUNCT
american_scientific_journal-3128	177	31	𝐹𝐹𝑉𝑉𝑡𝑡𝑡𝑡𝑖𝑖𝑣𝑣𝑤𝑤(1),𝐹𝐹𝑉𝑉𝑡𝑡𝑡𝑡𝑖𝑖𝑣𝑣𝑤𝑤(2	𝐹𝐹𝑉𝑉𝑡𝑡𝑡𝑡𝑖𝑖𝑣𝑣𝑤𝑤(1),𝐹𝐹𝑉𝑉𝑡𝑡𝑡𝑡𝑖𝑖𝑣𝑣𝑤𝑤(2	PROPN
american_scientific_journal-3128	177	32	)	)	PUNCT
american_scientific_journal-3128	177	33	,	,	PUNCT
american_scientific_journal-3128	177	34	…	…	PUNCT
american_scientific_journal-3128	177	35	}	}	PUNCT
american_scientific_journal-3128	177	36	equation	equation	NOUN
american_scientific_journal-3128	177	37	7	7	NUM
american_scientific_journal-3128	177	38	:	:	PUNCT
american_scientific_journal-3128	177	39	final	final	ADJ
american_scientific_journal-3128	177	40	feature	feature	NOUN
american_scientific_journal-3128	177	41	vector	vector	NOUN
american_scientific_journal-3128	177	42	of	of	ADP
american_scientific_journal-3128	177	43	all	all	DET
american_scientific_journal-3128	177	44	trials	trial	NOUN
american_scientific_journal-3128	177	45	4.4	4.4	NUM
american_scientific_journal-3128	177	46	.	.	PUNCT
american_scientific_journal-3128	178	1	classification	classification	VERB
american_scientific_journal-3128	178	2	the	the	DET
american_scientific_journal-3128	178	3	aim	aim	NOUN
american_scientific_journal-3128	178	4	of	of	ADP
american_scientific_journal-3128	178	5	the	the	DET
american_scientific_journal-3128	178	6	classification	classification	NOUN
american_scientific_journal-3128	178	7	step	step	NOUN
american_scientific_journal-3128	178	8	is	be	AUX
american_scientific_journal-3128	178	9	to	to	PART
american_scientific_journal-3128	178	10	identify	identify	VERB
american_scientific_journal-3128	178	11	the	the	DET
american_scientific_journal-3128	178	12	right	right	NOUN
american_scientific_journal-3128	178	13	or	or	CCONJ
american_scientific_journal-3128	178	14	left	leave	VERB
american_scientific_journal-3128	178	15	stimulations	stimulation	NOUN
american_scientific_journal-3128	178	16	,	,	PUNCT
american_scientific_journal-3128	178	17	based	base	VERB
american_scientific_journal-3128	178	18	on	on	ADP
american_scientific_journal-3128	178	19	these	these	DET
american_scientific_journal-3128	178	20	processed	process	VERB
american_scientific_journal-3128	178	21	eeg	eeg	NOUN
american_scientific_journal-3128	178	22	signals	signal	NOUN
american_scientific_journal-3128	178	23	.	.	PUNCT
american_scientific_journal-3128	179	1	thus	thus	ADV
american_scientific_journal-3128	179	2	,	,	PUNCT
american_scientific_journal-3128	179	3	in	in	ADP
american_scientific_journal-3128	179	4	the	the	DET
american_scientific_journal-3128	179	5	output	output	NOUN
american_scientific_journal-3128	179	6	of	of	ADP
american_scientific_journal-3128	179	7	classifiers	classifier	NOUN
american_scientific_journal-3128	179	8	there	there	PRON
american_scientific_journal-3128	179	9	will	will	AUX
american_scientific_journal-3128	179	10	be	be	AUX
american_scientific_journal-3128	179	11	a	a	DET
american_scientific_journal-3128	179	12	matrix	matrix	NOUN
american_scientific_journal-3128	179	13	of	of	ADP
american_scientific_journal-3128	179	14	labels	label	NOUN
american_scientific_journal-3128	179	15	related	relate	VERB
american_scientific_journal-3128	179	16	to	to	ADP
american_scientific_journal-3128	179	17	right	right	ADJ
american_scientific_journal-3128	179	18	hand	hand	NOUN
american_scientific_journal-3128	179	19	or	or	CCONJ
american_scientific_journal-3128	179	20	left	leave	VERB
american_scientific_journal-3128	179	21	hand	hand	NOUN
american_scientific_journal-3128	179	22	stimulation	stimulation	NOUN
american_scientific_journal-3128	179	23	.	.	PUNCT
american_scientific_journal-3128	180	1	20	20	NUM
american_scientific_journal-3128	180	2	trials	trial	NOUN
american_scientific_journal-3128	180	3	of	of	ADP
american_scientific_journal-3128	180	4	data	datum	NOUN
american_scientific_journal-3128	180	5	(	(	PUNCT
american_scientific_journal-3128	180	6	except	except	SCONJ
american_scientific_journal-3128	180	7	neutral	neutral	ADJ
american_scientific_journal-3128	180	8	trials	trial	NOUN
american_scientific_journal-3128	180	9	)	)	PUNCT
american_scientific_journal-3128	180	10	were	be	AUX
american_scientific_journal-3128	180	11	used	use	VERB
american_scientific_journal-3128	180	12	.	.	PUNCT
american_scientific_journal-3128	181	1	70	70	NUM
american_scientific_journal-3128	181	2	%	%	NOUN
american_scientific_journal-3128	181	3	of	of	ADP
american_scientific_journal-3128	181	4	trials	trial	NOUN
american_scientific_journal-3128	181	5	(	(	PUNCT
american_scientific_journal-3128	181	6	14	14	NUM
american_scientific_journal-3128	181	7	trials	trial	NOUN
american_scientific_journal-3128	181	8	)	)	PUNCT
american_scientific_journal-3128	181	9	trained	train	VERB
american_scientific_journal-3128	181	10	classifiers	classifier	NOUN
american_scientific_journal-3128	181	11	and	and	CCONJ
american_scientific_journal-3128	181	12	30	30	NUM
american_scientific_journal-3128	181	13	%	%	NOUN
american_scientific_journal-3128	181	14	(	(	PUNCT
american_scientific_journal-3128	181	15	six	six	NUM
american_scientific_journal-3128	181	16	trials	trial	NOUN
american_scientific_journal-3128	181	17	)	)	PUNCT
american_scientific_journal-3128	181	18	tested	test	VERB
american_scientific_journal-3128	181	19	them	they	PRON
american_scientific_journal-3128	181	20	.	.	PUNCT
american_scientific_journal-3128	182	1	the	the	DET
american_scientific_journal-3128	182	2	sets	set	NOUN
american_scientific_journal-3128	182	3	of	of	ADP
american_scientific_journal-3128	182	4	train	train	NOUN
american_scientific_journal-3128	182	5	and	and	CCONJ
american_scientific_journal-3128	182	6	test	test	NOUN
american_scientific_journal-3128	182	7	data	datum	NOUN
american_scientific_journal-3128	182	8	were	be	AUX
american_scientific_journal-3128	182	9	randomly	randomly	ADV
american_scientific_journal-3128	182	10	defined	define	VERB
american_scientific_journal-3128	182	11	by	by	ADP
american_scientific_journal-3128	182	12	a	a	DET
american_scientific_journal-3128	182	13	function	function	NOUN
american_scientific_journal-3128	182	14	in	in	ADP
american_scientific_journal-3128	182	15	matlab	matlab	PROPN
american_scientific_journal-3128	182	16	.	.	PUNCT
american_scientific_journal-3128	183	1	in	in	ADP
american_scientific_journal-3128	183	2	order	order	NOUN
american_scientific_journal-3128	183	3	to	to	PART
american_scientific_journal-3128	183	4	compare	compare	VERB
american_scientific_journal-3128	183	5	the	the	DET
american_scientific_journal-3128	183	6	results	result	NOUN
american_scientific_journal-3128	183	7	,	,	PUNCT
american_scientific_journal-3128	183	8	the	the	DET
american_scientific_journal-3128	183	9	same	same	ADJ
american_scientific_journal-3128	183	10	set	set	NOUN
american_scientific_journal-3128	183	11	of	of	ADP
american_scientific_journal-3128	183	12	train	train	NOUN
american_scientific_journal-3128	183	13	and	and	CCONJ
american_scientific_journal-3128	183	14	test	test	NOUN
american_scientific_journal-3128	183	15	data	datum	NOUN
american_scientific_journal-3128	183	16	were	be	AUX
american_scientific_journal-3128	183	17	experienced	experience	VERB
american_scientific_journal-3128	183	18	for	for	ADP
american_scientific_journal-3128	183	19	all	all	DET
american_scientific_journal-3128	183	20	classifiers	classifier	NOUN
american_scientific_journal-3128	183	21	.	.	PUNCT
american_scientific_journal-3128	184	1	the	the	DET
american_scientific_journal-3128	184	2	classification	classification	NOUN
american_scientific_journal-3128	184	3	step	step	NOUN
american_scientific_journal-3128	184	4	was	be	AUX
american_scientific_journal-3128	184	5	repeated	repeat	VERB
american_scientific_journal-3128	184	6	5	5	NUM
american_scientific_journal-3128	184	7	times	time	NOUN
american_scientific_journal-3128	184	8	with	with	ADP
american_scientific_journal-3128	184	9	randomly	randomly	ADV
american_scientific_journal-3128	184	10	selected	select	VERB
american_scientific_journal-3128	184	11	different	different	ADJ
american_scientific_journal-3128	184	12	sets	set	NOUN
american_scientific_journal-3128	184	13	of	of	ADP
american_scientific_journal-3128	184	14	train	train	NOUN
american_scientific_journal-3128	184	15	and	and	CCONJ
american_scientific_journal-3128	184	16	test	test	NOUN
american_scientific_journal-3128	184	17	data	datum	NOUN
american_scientific_journal-3128	184	18	for	for	ADP
american_scientific_journal-3128	184	19	all	all	DET
american_scientific_journal-3128	184	20	classifiers	classifier	NOUN
american_scientific_journal-3128	184	21	(	(	PUNCT
american_scientific_journal-3128	184	22	k	k	PROPN
american_scientific_journal-3128	184	23	–	–	PUNCT
american_scientific_journal-3128	184	24	nn	nn	PROPN
american_scientific_journal-3128	184	25	,	,	PUNCT
american_scientific_journal-3128	184	26	svm	svm	NOUN
american_scientific_journal-3128	184	27	and	and	CCONJ
american_scientific_journal-3128	184	28	ann	ann	PROPN
american_scientific_journal-3128	184	29	)	)	PUNCT
american_scientific_journal-3128	184	30	including	include	VERB
american_scientific_journal-3128	184	31	six	six	NUM
american_scientific_journal-3128	184	32	different	different	ADJ
american_scientific_journal-3128	184	33	feature	feature	NOUN
american_scientific_journal-3128	184	34	vectors	vector	NOUN
american_scientific_journal-3128	184	35	to	to	PART
american_scientific_journal-3128	184	36	achieve	achieve	VERB
american_scientific_journal-3128	184	37	reliable	reliable	ADJ
american_scientific_journal-3128	184	38	results	result	NOUN
american_scientific_journal-3128	184	39	,	,	PUNCT
american_scientific_journal-3128	184	40	and	and	CCONJ
american_scientific_journal-3128	184	41	to	to	PART
american_scientific_journal-3128	184	42	demonstrate	demonstrate	VERB
american_scientific_journal-3128	184	43	the	the	DET
american_scientific_journal-3128	184	44	repeatability	repeatability	NOUN
american_scientific_journal-3128	184	45	and	and	CCONJ
american_scientific_journal-3128	184	46	reproducibility	reproducibility	NOUN
american_scientific_journal-3128	184	47	of	of	ADP
american_scientific_journal-3128	184	48	the	the	DET
american_scientific_journal-3128	184	49	designed	design	VERB
american_scientific_journal-3128	184	50	algorithm	algorithm	NOUN
american_scientific_journal-3128	184	51	.	.	PUNCT
american_scientific_journal-3128	185	1	at	at	ADP
american_scientific_journal-3128	185	2	the	the	DET
american_scientific_journal-3128	185	3	end	end	NOUN
american_scientific_journal-3128	185	4	of	of	ADP
american_scientific_journal-3128	185	5	each	each	DET
american_scientific_journal-3128	185	6	classification	classification	NOUN
american_scientific_journal-3128	185	7	step	step	NOUN
american_scientific_journal-3128	185	8	,	,	PUNCT
american_scientific_journal-3128	185	9	the	the	DET
american_scientific_journal-3128	185	10	performance	performance	NOUN
american_scientific_journal-3128	185	11	of	of	ADP
american_scientific_journal-3128	185	12	the	the	DET
american_scientific_journal-3128	185	13	system	system	NOUN
american_scientific_journal-3128	185	14	including	include	VERB
american_scientific_journal-3128	185	15	precision	precision	NOUN
american_scientific_journal-3128	185	16	and	and	CCONJ
american_scientific_journal-3128	185	17	accuracy	accuracy	NOUN
american_scientific_journal-3128	185	18	was	be	AUX
american_scientific_journal-3128	185	19	calculated	calculate	VERB
american_scientific_journal-3128	185	20	by	by	ADP
american_scientific_journal-3128	185	21	equation	equation	NOUN
american_scientific_journal-3128	185	22	8	8	NUM
american_scientific_journal-3128	185	23	:	:	PUNCT
american_scientific_journal-3128	185	24	𝑃𝑃𝑁𝑁𝑒𝑒𝑃𝑃𝑁𝑁𝐹𝐹𝑁𝑁𝑁𝑁𝑛𝑛	𝑃𝑃𝑁𝑁𝑒𝑒𝑃𝑃𝑁𝑁𝐹𝐹𝑁𝑁𝑁𝑁𝑛𝑛	X
american_scientific_journal-3128	185	25	=	=	PRON
american_scientific_journal-3128	186	1	𝑇𝑇𝑃𝑃/(𝑇𝑇𝑃𝑃	𝑇𝑇𝑃𝑃/(𝑇𝑇𝑃𝑃	VERB
american_scientific_journal-3128	187	1	+	+	CCONJ
american_scientific_journal-3128	187	2	𝐹𝐹𝑃𝑃	𝐹𝐹𝑃𝑃	ADJ
american_scientific_journal-3128	187	3	)	)	PUNCT
american_scientific_journal-3128	187	4	𝐴𝐴𝑃𝑃𝑃𝑃𝐴𝐴𝑁𝑁𝑁𝑁𝑃𝑃𝐴𝐴	𝐴𝐴𝑃𝑃𝑃𝑃𝐴𝐴𝑁𝑁𝑁𝑁𝑃𝑃𝐴𝐴	PROPN
american_scientific_journal-3128	187	5	=	=	SYM
american_scientific_journal-3128	187	6	(	(	PUNCT
american_scientific_journal-3128	187	7	𝑇𝑇𝑃𝑃	𝑇𝑇𝑃𝑃	PROPN
american_scientific_journal-3128	187	8	+	+	CCONJ
american_scientific_journal-3128	187	9	𝑇𝑇𝑁𝑁)/(𝑇𝑇𝑃𝑃	𝑇𝑇𝑁𝑁)/(𝑇𝑇𝑃𝑃	PROPN
american_scientific_journal-3128	187	10	+	+	CCONJ
american_scientific_journal-3128	187	11	𝑇𝑇𝑁𝑁	𝑇𝑇𝑁𝑁	NOUN
american_scientific_journal-3128	187	12	+	+	CCONJ
american_scientific_journal-3128	188	1	𝐹𝐹𝑃𝑃	𝐹𝐹𝑃𝑃	PROPN
american_scientific_journal-3128	188	2	+	+	CCONJ
american_scientific_journal-3128	188	3	𝐹𝐹𝑁𝑁	𝐹𝐹𝑁𝑁	PROPN
american_scientific_journal-3128	188	4	)	)	PUNCT
american_scientific_journal-3128	188	5	equation	equation	NOUN
american_scientific_journal-3128	188	6	8	8	NUM
american_scientific_journal-3128	188	7	:	:	PUNCT
american_scientific_journal-3128	188	8	precision	precision	NOUN
american_scientific_journal-3128	188	9	(	(	PUNCT
american_scientific_journal-3128	188	10	left	leave	VERB
american_scientific_journal-3128	188	11	)	)	PUNCT
american_scientific_journal-3128	188	12	and	and	CCONJ
american_scientific_journal-3128	188	13	accuracy	accuracy	NOUN
american_scientific_journal-3128	188	14	(	(	PUNCT
american_scientific_journal-3128	188	15	right	right	ADJ
american_scientific_journal-3128	188	16	)	)	PUNCT
american_scientific_journal-3128	188	17	formula	formula	NOUN
american_scientific_journal-3128	188	18	.	.	PUNCT
american_scientific_journal-3128	189	1	tp	tp	ADP
american_scientific_journal-3128	189	2	:	:	PUNCT
american_scientific_journal-3128	189	3	true	true	ADJ
american_scientific_journal-3128	189	4	positive	positive	ADJ
american_scientific_journal-3128	189	5	,	,	PUNCT
american_scientific_journal-3128	189	6	tn	tn	NOUN
american_scientific_journal-3128	189	7	:	:	PUNCT
american_scientific_journal-3128	189	8	true	true	ADJ
american_scientific_journal-3128	189	9	negative	negative	ADJ
american_scientific_journal-3128	189	10	,	,	PUNCT
american_scientific_journal-3128	189	11	fp	fp	ADJ
american_scientific_journal-3128	189	12	:	:	PUNCT
american_scientific_journal-3128	189	13	false	false	ADJ
american_scientific_journal-3128	189	14	positive	positive	ADJ
american_scientific_journal-3128	189	15	and	and	CCONJ
american_scientific_journal-3128	189	16	fn	fn	NOUN
american_scientific_journal-3128	189	17	:	:	PUNCT
american_scientific_journal-3128	189	18	false	false	ADJ
american_scientific_journal-3128	189	19	negative	negative	NOUN
american_scientific_journal-3128	189	20	.	.	PUNCT
american_scientific_journal-3128	190	1	for	for	ADP
american_scientific_journal-3128	190	2	example	example	NOUN
american_scientific_journal-3128	190	3	:	:	PUNCT
american_scientific_journal-3128	190	4	tp	tp	NOUN
american_scientific_journal-3128	190	5	in	in	ADP
american_scientific_journal-3128	190	6	right	right	ADJ
american_scientific_journal-3128	190	7	hand	hand	NOUN
american_scientific_journal-3128	190	8	stimulation	stimulation	NOUN
american_scientific_journal-3128	190	9	refers	refer	VERB
american_scientific_journal-3128	190	10	an	an	DET
american_scientific_journal-3128	190	11	output	output	NOUN
american_scientific_journal-3128	190	12	value	value	NOUN
american_scientific_journal-3128	190	13	which	which	PRON
american_scientific_journal-3128	190	14	was	be	AUX
american_scientific_journal-3128	190	15	classified	classify	VERB
american_scientific_journal-3128	190	16	correctly	correctly	ADV
american_scientific_journal-3128	190	17	(	(	PUNCT
american_scientific_journal-3128	190	18	right	right	ADJ
american_scientific_journal-3128	190	19	hand	hand	NOUN
american_scientific_journal-3128	190	20	as	as	ADP
american_scientific_journal-3128	190	21	right	right	ADJ
american_scientific_journal-3128	190	22	hand	hand	NOUN
american_scientific_journal-3128	190	23	)	)	PUNCT
american_scientific_journal-3128	190	24	and	and	CCONJ
american_scientific_journal-3128	190	25	fp	fp	X
american_scientific_journal-3128	190	26	in	in	ADP
american_scientific_journal-3128	190	27	the	the	DET
american_scientific_journal-3128	190	28	same	same	ADJ
american_scientific_journal-3128	190	29	experiment	experiment	NOUN
american_scientific_journal-3128	190	30	refers	refer	VERB
american_scientific_journal-3128	190	31	an	an	DET
american_scientific_journal-3128	190	32	output	output	NOUN
american_scientific_journal-3128	190	33	value	value	NOUN
american_scientific_journal-3128	190	34	which	which	PRON
american_scientific_journal-3128	190	35	was	be	AUX
american_scientific_journal-3128	190	36	classified	classify	VERB
american_scientific_journal-3128	190	37	improperly	improperly	ADV
american_scientific_journal-3128	190	38	(	(	PUNCT
american_scientific_journal-3128	190	39	right	right	ADJ
american_scientific_journal-3128	190	40	hand	hand	NOUN
american_scientific_journal-3128	190	41	detected	detect	VERB
american_scientific_journal-3128	190	42	as	as	ADP
american_scientific_journal-3128	190	43	left	left	ADJ
american_scientific_journal-3128	190	44	hand	hand	NOUN
american_scientific_journal-3128	190	45	)	)	PUNCT
american_scientific_journal-3128	190	46	and	and	CCONJ
american_scientific_journal-3128	190	47	etc	etc	X
american_scientific_journal-3128	190	48	.	.	X
american_scientific_journal-3128	191	1	4.4.1	4.4.1	X
american_scientific_journal-3128	191	2	.	.	PUNCT
american_scientific_journal-3128	192	1	k	k	NOUN
american_scientific_journal-3128	192	2	–	–	PUNCT
american_scientific_journal-3128	192	3	nearest	near	ADJ
american_scientific_journal-3128	192	4	neighbor	neighbor	NOUN
american_scientific_journal-3128	192	5	(	(	PUNCT
american_scientific_journal-3128	192	6	k	k	PROPN
american_scientific_journal-3128	192	7	–	–	PUNCT
american_scientific_journal-3128	192	8	nn	nn	PROPN
american_scientific_journal-3128	192	9	)	)	PUNCT
american_scientific_journal-3128	192	10	k	k	PROPN
american_scientific_journal-3128	192	11	–	–	PUNCT
american_scientific_journal-3128	192	12	nn	nn	PROPN
american_scientific_journal-3128	192	13	classifier	classifier	NOUN
american_scientific_journal-3128	192	14	applied	apply	VERB
american_scientific_journal-3128	192	15	on	on	ADP
american_scientific_journal-3128	192	16	14	14	NUM
american_scientific_journal-3128	192	17	trials	trial	NOUN
american_scientific_journal-3128	192	18	data	datum	NOUN
american_scientific_journal-3128	192	19	and	and	CCONJ
american_scientific_journal-3128	192	20	tested	test	VERB
american_scientific_journal-3128	192	21	by	by	ADP
american_scientific_journal-3128	192	22	six	six	NUM
american_scientific_journal-3128	192	23	trials	trial	NOUN
american_scientific_journal-3128	192	24	data	datum	NOUN
american_scientific_journal-3128	192	25	.	.	PUNCT
american_scientific_journal-3128	193	1	in	in	ADP
american_scientific_journal-3128	193	2	terms	term	NOUN
american_scientific_journal-3128	193	3	of	of	ADP
american_scientific_journal-3128	193	4	simplicity	simplicity	NOUN
american_scientific_journal-3128	193	5	and	and	CCONJ
american_scientific_journal-3128	193	6	speed	speed	NOUN
american_scientific_journal-3128	193	7	,	,	PUNCT
american_scientific_journal-3128	193	8	k	k	PROPN
american_scientific_journal-3128	193	9	–	–	PUNCT
american_scientific_journal-3128	193	10	nn	nn	PROPN
american_scientific_journal-3128	193	11	is	be	AUX
american_scientific_journal-3128	193	12	the	the	DET
american_scientific_journal-3128	193	13	first	first	ADJ
american_scientific_journal-3128	193	14	choice	choice	NOUN
american_scientific_journal-3128	193	15	.	.	PUNCT
american_scientific_journal-3128	194	1	in	in	ADP
american_scientific_journal-3128	194	2	order	order	NOUN
american_scientific_journal-3128	194	3	to	to	PART
american_scientific_journal-3128	194	4	obtain	obtain	VERB
american_scientific_journal-3128	194	5	a	a	DET
american_scientific_journal-3128	194	6	reliable	reliable	ADJ
american_scientific_journal-3128	194	7	result	result	NOUN
american_scientific_journal-3128	194	8	,	,	PUNCT
american_scientific_journal-3128	194	9	the	the	DET
american_scientific_journal-3128	194	10	cross	cross	NOUN
american_scientific_journal-3128	194	11	validation	validation	NOUN
american_scientific_journal-3128	194	12	had	have	VERB
american_scientific_journal-3128	194	13	to	to	PART
american_scientific_journal-3128	194	14	be	be	AUX
american_scientific_journal-3128	194	15	performed	perform	VERB
american_scientific_journal-3128	194	16	on	on	ADP
american_scientific_journal-3128	194	17	the	the	DET
american_scientific_journal-3128	194	18	distance	distance	NOUN
american_scientific_journal-3128	194	19	factor	factor	NOUN
american_scientific_journal-3128	194	20	k.	k.	PROPN
american_scientific_journal-3128	194	21	as	as	SCONJ
american_scientific_journal-3128	194	22	mentioned	mention	VERB
american_scientific_journal-3128	194	23	before	before	ADV
american_scientific_journal-3128	194	24	,	,	PUNCT
american_scientific_journal-3128	194	25	all	all	DET
american_scientific_journal-3128	194	26	classification	classification	NOUN
american_scientific_journal-3128	194	27	steps	step	NOUN
american_scientific_journal-3128	194	28	were	be	AUX
american_scientific_journal-3128	194	29	repeated	repeat	VERB
american_scientific_journal-3128	194	30	five	five	NUM
american_scientific_journal-3128	194	31	times	time	NOUN
american_scientific_journal-3128	194	32	on	on	ADP
american_scientific_journal-3128	194	33	each	each	DET
american_scientific_journal-3128	194	34	feature	feature	NOUN
american_scientific_journal-3128	194	35	vector	vector	NOUN
american_scientific_journal-3128	194	36	,	,	PUNCT
american_scientific_journal-3128	194	37	but	but	CCONJ
american_scientific_journal-3128	194	38	for	for	ADP
american_scientific_journal-3128	194	39	avoiding	avoid	VERB
american_scientific_journal-3128	194	40	the	the	DET
american_scientific_journal-3128	194	41	text	text	NOUN
american_scientific_journal-3128	194	42	complexity	complexity	NOUN
american_scientific_journal-3128	194	43	,	,	PUNCT
american_scientific_journal-3128	194	44	only	only	ADV
american_scientific_journal-3128	194	45	more	more	ADV
american_scientific_journal-3128	194	46	trustable	trustable	ADJ
american_scientific_journal-3128	194	47	result	result	NOUN
american_scientific_journal-3128	194	48	will	will	AUX
american_scientific_journal-3128	194	49	be	be	AUX
american_scientific_journal-3128	194	50	discussed	discuss	VERB
american_scientific_journal-3128	194	51	in	in	ADP
american_scientific_journal-3128	194	52	figure	figure	NOUN
american_scientific_journal-3128	194	53	6	6	NUM
american_scientific_journal-3128	194	54	.	.	PUNCT
american_scientific_journal-3128	195	1	american	american	PROPN
american_scientific_journal-3128	195	2	scientific	scientific	ADJ
american_scientific_journal-3128	195	3	research	research	PROPN
american_scientific_journal-3128	195	4	journal	journal	NOUN
american_scientific_journal-3128	195	5	for	for	ADP
american_scientific_journal-3128	195	6	engineering	engineering	NOUN
american_scientific_journal-3128	195	7	,	,	PUNCT
american_scientific_journal-3128	195	8	technology	technology	NOUN
american_scientific_journal-3128	195	9	,	,	PUNCT
american_scientific_journal-3128	195	10	and	and	CCONJ
american_scientific_journal-3128	195	11	sciences	science	NOUN
american_scientific_journal-3128	195	12	(	(	PUNCT
american_scientific_journal-3128	195	13	asrjets	asrjet	NOUN
american_scientific_journal-3128	195	14	)	)	PUNCT
american_scientific_journal-3128	195	15	(	(	PUNCT
american_scientific_journal-3128	195	16	2017	2017	NUM
american_scientific_journal-3128	195	17	)	)	PUNCT
american_scientific_journal-3128	195	18	volume	volume	NOUN
american_scientific_journal-3128	195	19	33	33	NUM
american_scientific_journal-3128	195	20	,	,	PUNCT
american_scientific_journal-3128	195	21	no	no	DET
american_scientific_journal-3128	195	22	1	1	NUM
american_scientific_journal-3128	195	23	,	,	PUNCT
american_scientific_journal-3128	195	24	pp	pp	ADV
american_scientific_journal-3128	195	25	124	124	NUM
american_scientific_journal-3128	195	26	-	-	SYM
american_scientific_journal-3128	195	27	145	145	NUM
american_scientific_journal-3128	195	28	135	135	NUM
american_scientific_journal-3128	195	29	figure	figure	NOUN
american_scientific_journal-3128	195	30	6	6	NUM
american_scientific_journal-3128	195	31	:	:	PUNCT
american_scientific_journal-3128	195	32	k	k	ADJ
american_scientific_journal-3128	195	33	-	-	PUNCT
american_scientific_journal-3128	195	34	nn	nn	ADJ
american_scientific_journal-3128	195	35	classification	classification	NOUN
american_scientific_journal-3128	195	36	was	be	AUX
american_scientific_journal-3128	195	37	repeated	repeat	VERB
american_scientific_journal-3128	195	38	5	5	NUM
american_scientific_journal-3128	195	39	times	time	NOUN
american_scientific_journal-3128	195	40	for	for	ADP
american_scientific_journal-3128	195	41	6	6	NUM
american_scientific_journal-3128	195	42	feature	feature	NOUN
american_scientific_journal-3128	195	43	vectors	vector	NOUN
american_scientific_journal-3128	195	44	.	.	PUNCT
american_scientific_journal-3128	196	1	all	all	DET
american_scientific_journal-3128	196	2	related	relate	VERB
american_scientific_journal-3128	196	3	accuracies	accuracy	NOUN
american_scientific_journal-3128	196	4	are	be	AUX
american_scientific_journal-3128	196	5	shown	show	VERB
american_scientific_journal-3128	196	6	above	above	ADP
american_scientific_journal-3128	196	7	.	.	PUNCT
american_scientific_journal-3128	197	1	the	the	DET
american_scientific_journal-3128	197	2	discussion	discussion	NOUN
american_scientific_journal-3128	197	3	on	on	ADP
american_scientific_journal-3128	197	4	results	result	NOUN
american_scientific_journal-3128	197	5	will	will	AUX
american_scientific_journal-3128	197	6	be	be	AUX
american_scientific_journal-3128	197	7	kept	keep	VERB
american_scientific_journal-3128	197	8	on	on	ADP
american_scientific_journal-3128	197	9	the	the	DET
american_scientific_journal-3128	197	10	first	first	ADJ
american_scientific_journal-3128	197	11	experiment	experiment	NOUN
american_scientific_journal-3128	197	12	.	.	PUNCT
american_scientific_journal-3128	198	1	(	(	PUNCT
american_scientific_journal-3128	198	2	the	the	DET
american_scientific_journal-3128	198	3	first	first	ADJ
american_scientific_journal-3128	198	4	train	train	NOUN
american_scientific_journal-3128	198	5	and	and	CCONJ
american_scientific_journal-3128	198	6	test	test	NOUN
american_scientific_journal-3128	198	7	data	datum	NOUN
american_scientific_journal-3128	198	8	set	set	VERB
american_scientific_journal-3128	198	9	)	)	PUNCT
american_scientific_journal-3128	198	10	4.4.1.1	4.4.1.1	NUM
american_scientific_journal-3128	198	11	.	.	PUNCT
american_scientific_journal-3128	199	1	cross	cross	NOUN
american_scientific_journal-3128	199	2	validation	validation	NOUN
american_scientific_journal-3128	199	3	for	for	ADP
american_scientific_journal-3128	199	4	each	each	DET
american_scientific_journal-3128	199	5	feature	feature	NOUN
american_scientific_journal-3128	199	6	vector	vector	NOUN
american_scientific_journal-3128	199	7	classified	classify	VERB
american_scientific_journal-3128	199	8	by	by	ADP
american_scientific_journal-3128	199	9	k	k	PROPN
american_scientific_journal-3128	199	10	–	–	PUNCT
american_scientific_journal-3128	199	11	nn	nn	PROPN
american_scientific_journal-3128	199	12	,	,	PUNCT
american_scientific_journal-3128	199	13	five	five	NUM
american_scientific_journal-3128	199	14	odd	odd	ADJ
american_scientific_journal-3128	199	15	values	value	NOUN
american_scientific_journal-3128	199	16	for	for	ADP
american_scientific_journal-3128	199	17	k	k	PROPN
american_scientific_journal-3128	199	18	(	(	PUNCT
american_scientific_journal-3128	199	19	k	k	NOUN
american_scientific_journal-3128	199	20	=	=	SYM
american_scientific_journal-3128	199	21	1	1	NUM
american_scientific_journal-3128	199	22	,	,	PUNCT
american_scientific_journal-3128	199	23	3	3	NUM
american_scientific_journal-3128	199	24	,	,	PUNCT
american_scientific_journal-3128	199	25	5	5	NUM
american_scientific_journal-3128	199	26	,	,	PUNCT
american_scientific_journal-3128	199	27	7	7	NUM
american_scientific_journal-3128	199	28	,	,	PUNCT
american_scientific_journal-3128	199	29	9	9	NUM
american_scientific_journal-3128	199	30	)	)	PUNCT
american_scientific_journal-3128	199	31	were	be	AUX
american_scientific_journal-3128	199	32	applied	apply	VERB
american_scientific_journal-3128	199	33	and	and	CCONJ
american_scientific_journal-3128	199	34	finally	finally	ADV
american_scientific_journal-3128	199	35	,	,	PUNCT
american_scientific_journal-3128	199	36	the	the	DET
american_scientific_journal-3128	199	37	k	k	PROPN
american_scientific_journal-3128	199	38	value	value	NOUN
american_scientific_journal-3128	199	39	minimizing	minimizing	NOUN
american_scientific_journal-3128	199	40	mean	mean	VERB
american_scientific_journal-3128	199	41	squared	square	VERB
american_scientific_journal-3128	199	42	error	error	NOUN
american_scientific_journal-3128	199	43	between	between	ADP
american_scientific_journal-3128	199	44	classifier	classifier	NOUN
american_scientific_journal-3128	199	45	output	output	NOUN
american_scientific_journal-3128	199	46	values	value	NOUN
american_scientific_journal-3128	199	47	and	and	CCONJ
american_scientific_journal-3128	199	48	test	test	NOUN
american_scientific_journal-3128	199	49	label	label	NOUN
american_scientific_journal-3128	199	50	ones	one	NOUN
american_scientific_journal-3128	199	51	was	be	AUX
american_scientific_journal-3128	199	52	considered	consider	VERB
american_scientific_journal-3128	199	53	as	as	ADP
american_scientific_journal-3128	199	54	the	the	DET
american_scientific_journal-3128	199	55	optimum	optimum	ADJ
american_scientific_journal-3128	200	1	k.	k.	PROPN
american_scientific_journal-3128	201	1	next	next	ADV
american_scientific_journal-3128	201	2	,	,	PUNCT
american_scientific_journal-3128	201	3	the	the	DET
american_scientific_journal-3128	201	4	classification	classification	NOUN
american_scientific_journal-3128	201	5	was	be	AUX
american_scientific_journal-3128	201	6	done	do	VERB
american_scientific_journal-3128	201	7	with	with	ADP
american_scientific_journal-3128	201	8	this	this	DET
american_scientific_journal-3128	201	9	k	k	PROPN
american_scientific_journal-3128	201	10	value	value	NOUN
american_scientific_journal-3128	201	11	.	.	PUNCT
american_scientific_journal-3128	202	1	the	the	DET
american_scientific_journal-3128	202	2	figure	figure	NOUN
american_scientific_journal-3128	202	3	4	4	NUM
american_scientific_journal-3128	202	4	6	6	NUM
american_scientific_journal-3128	202	5	demonstrates	demonstrate	VERB
american_scientific_journal-3128	202	6	a	a	DET
american_scientific_journal-3128	202	7	sample	sample	NOUN
american_scientific_journal-3128	202	8	of	of	ADP
american_scientific_journal-3128	202	9	k	k	PROPN
american_scientific_journal-3128	202	10	–	–	PUNCT
american_scientific_journal-3128	202	11	nn	nn	PROPN
american_scientific_journal-3128	202	12	cross	cross	PROPN
american_scientific_journal-3128	202	13	validation	validation	NOUN
american_scientific_journal-3128	202	14	.	.	PUNCT
american_scientific_journal-3128	203	1	4.4.1.2	4.4.1.2	X
american_scientific_journal-3128	203	2	.	.	PUNCT
american_scientific_journal-3128	204	1	k	k	PROPN
american_scientific_journal-3128	204	2	–	–	PUNCT
american_scientific_journal-3128	204	3	nn	nn	PROPN
american_scientific_journal-3128	204	4	:	:	PUNCT
american_scientific_journal-3128	204	5	results	result	NOUN
american_scientific_journal-3128	204	6	after	after	ADP
american_scientific_journal-3128	204	7	applying	apply	VERB
american_scientific_journal-3128	204	8	the	the	DET
american_scientific_journal-3128	204	9	optimum	optimum	ADJ
american_scientific_journal-3128	204	10	k	k	NOUN
american_scientific_journal-3128	204	11	value	value	NOUN
american_scientific_journal-3128	204	12	for	for	ADP
american_scientific_journal-3128	204	13	classifying	classify	VERB
american_scientific_journal-3128	204	14	each	each	DET
american_scientific_journal-3128	204	15	feature	feature	NOUN
american_scientific_journal-3128	204	16	vector	vector	NOUN
american_scientific_journal-3128	204	17	,	,	PUNCT
american_scientific_journal-3128	204	18	the	the	DET
american_scientific_journal-3128	204	19	results	result	NOUN
american_scientific_journal-3128	204	20	below	below	ADV
american_scientific_journal-3128	204	21	were	be	AUX
american_scientific_journal-3128	204	22	obtained	obtain	VERB
american_scientific_journal-3128	204	23	(	(	PUNCT
american_scientific_journal-3128	204	24	figure	figure	NOUN
american_scientific_journal-3128	204	25	8)	8)	NUM
american_scientific_journal-3128	204	26	.	.	PUNCT
american_scientific_journal-3128	205	1	this	this	DET
american_scientific_journal-3128	205	2	figure	figure	NOUN
american_scientific_journal-3128	205	3	shows	show	VERB
american_scientific_journal-3128	205	4	the	the	DET
american_scientific_journal-3128	205	5	best	good	ADJ
american_scientific_journal-3128	205	6	results	result	NOUN
american_scientific_journal-3128	205	7	happened	happen	VERB
american_scientific_journal-3128	205	8	when	when	SCONJ
american_scientific_journal-3128	205	9	there	there	PRON
american_scientific_journal-3128	205	10	were	be	VERB
american_scientific_journal-3128	205	11	114	114	NUM
american_scientific_journal-3128	205	12	and	and	CCONJ
american_scientific_journal-3128	205	13	190	190	NUM
american_scientific_journal-3128	205	14	features	feature	NOUN
american_scientific_journal-3128	205	15	indicating	indicate	VERB
american_scientific_journal-3128	205	16	to	to	PART
american_scientific_journal-3128	205	17	feature	feature	VERB
american_scientific_journal-3128	205	18	extraction	extraction	NOUN
american_scientific_journal-3128	205	19	by	by	ADP
american_scientific_journal-3128	205	20	the	the	DET
american_scientific_journal-3128	205	21	moving	move	VERB
american_scientific_journal-3128	205	22	window	window	NOUN
american_scientific_journal-3128	205	23	with	with	ADP
american_scientific_journal-3128	205	24	50	50	NUM
american_scientific_journal-3128	205	25	%	%	NOUN
american_scientific_journal-3128	205	26	overlap	overlap	NOUN
american_scientific_journal-3128	205	27	.	.	PUNCT
american_scientific_journal-3128	206	1	although	although	SCONJ
american_scientific_journal-3128	206	2	the	the	DET
american_scientific_journal-3128	206	3	accuracy	accuracy	NOUN
american_scientific_journal-3128	206	4	of	of	ADP
american_scientific_journal-3128	206	5	fv	fv	X
american_scientific_journal-3128	206	6	=	=	SYM
american_scientific_journal-3128	206	7	114	114	NUM
american_scientific_journal-3128	206	8	is	be	AUX
american_scientific_journal-3128	206	9	better	well	ADJ
american_scientific_journal-3128	206	10	than	than	ADP
american_scientific_journal-3128	206	11	the	the	DET
american_scientific_journal-3128	206	12	others	other	NOUN
american_scientific_journal-3128	206	13	,	,	PUNCT
american_scientific_journal-3128	206	14	it	it	PRON
american_scientific_journal-3128	206	15	seems	seem	VERB
american_scientific_journal-3128	206	16	the	the	DET
american_scientific_journal-3128	206	17	results	result	NOUN
american_scientific_journal-3128	206	18	of	of	ADP
american_scientific_journal-3128	206	19	both	both	PRON
american_scientific_journal-3128	206	20	fv	fv	X
american_scientific_journal-3128	206	21	=	=	SYM
american_scientific_journal-3128	206	22	114	114	NUM
american_scientific_journal-3128	206	23	and	and	CCONJ
american_scientific_journal-3128	206	24	190	190	NUM
american_scientific_journal-3128	206	25	could	could	AUX
american_scientific_journal-3128	206	26	be	be	AUX
american_scientific_journal-3128	206	27	more	more	ADV
american_scientific_journal-3128	206	28	reliable	reliable	ADJ
american_scientific_journal-3128	206	29	.	.	PUNCT
american_scientific_journal-3128	207	1	figure	figure	VERB
american_scientific_journal-3128	207	2	7	7	NUM
american_scientific_journal-3128	207	3	:	:	PUNCT
american_scientific_journal-3128	207	4	finding	find	VERB
american_scientific_journal-3128	207	5	the	the	DET
american_scientific_journal-3128	207	6	optimum	optimum	ADJ
american_scientific_journal-3128	207	7	k	k	PROPN
american_scientific_journal-3128	207	8	through	through	ADP
american_scientific_journal-3128	207	9	k	k	PROPN
american_scientific_journal-3128	207	10	–	–	PUNCT
american_scientific_journal-3128	207	11	nn	nn	PROPN
american_scientific_journal-3128	207	12	cross	cross	PROPN
american_scientific_journal-3128	207	13	validation	validation	PROPN
american_scientific_journal-3128	207	14	american	american	PROPN
american_scientific_journal-3128	207	15	scientific	scientific	ADJ
american_scientific_journal-3128	207	16	research	research	NOUN
american_scientific_journal-3128	207	17	journal	journal	NOUN
american_scientific_journal-3128	207	18	for	for	ADP
american_scientific_journal-3128	207	19	engineering	engineering	NOUN
american_scientific_journal-3128	207	20	,	,	PUNCT
american_scientific_journal-3128	207	21	technology	technology	NOUN
american_scientific_journal-3128	207	22	,	,	PUNCT
american_scientific_journal-3128	207	23	and	and	CCONJ
american_scientific_journal-3128	207	24	sciences	science	NOUN
american_scientific_journal-3128	207	25	(	(	PUNCT
american_scientific_journal-3128	207	26	asrjets	asrjet	NOUN
american_scientific_journal-3128	207	27	)	)	PUNCT
american_scientific_journal-3128	207	28	(	(	PUNCT
american_scientific_journal-3128	207	29	2017	2017	NUM
american_scientific_journal-3128	207	30	)	)	PUNCT
american_scientific_journal-3128	207	31	volume	volume	NOUN
american_scientific_journal-3128	207	32	33	33	NUM
american_scientific_journal-3128	207	33	,	,	PUNCT
american_scientific_journal-3128	207	34	no	no	DET
american_scientific_journal-3128	207	35	1	1	NUM
american_scientific_journal-3128	207	36	,	,	PUNCT
american_scientific_journal-3128	207	37	pp	pp	ADV
american_scientific_journal-3128	207	38	124	124	NUM
american_scientific_journal-3128	207	39	-	-	SYM
american_scientific_journal-3128	207	40	145	145	NUM
american_scientific_journal-3128	207	41	136	136	NUM
american_scientific_journal-3128	207	42	figure	figure	NOUN
american_scientific_journal-3128	207	43	8	8	NUM
american_scientific_journal-3128	207	44	:	:	PUNCT
american_scientific_journal-3128	207	45	mse	mse	NOUN
american_scientific_journal-3128	207	46	(	(	PUNCT
american_scientific_journal-3128	207	47	top	top	NOUN
american_scientific_journal-3128	207	48	)	)	PUNCT
american_scientific_journal-3128	207	49	,	,	PUNCT
american_scientific_journal-3128	207	50	precision	precision	NOUN
american_scientific_journal-3128	207	51	(	(	PUNCT
american_scientific_journal-3128	207	52	middle	middle	ADJ
american_scientific_journal-3128	207	53	)	)	PUNCT
american_scientific_journal-3128	207	54	and	and	CCONJ
american_scientific_journal-3128	207	55	accuracy	accuracy	NOUN
american_scientific_journal-3128	207	56	(	(	PUNCT
american_scientific_journal-3128	207	57	bottom	bottom	NOUN
american_scientific_journal-3128	207	58	)	)	PUNCT
american_scientific_journal-3128	207	59	for	for	ADP
american_scientific_journal-3128	207	60	six	six	NUM
american_scientific_journal-3128	207	61	experiments	experiment	NOUN
american_scientific_journal-3128	207	62	including	include	VERB
american_scientific_journal-3128	207	63	6	6	NUM
american_scientific_journal-3128	207	64	,	,	PUNCT
american_scientific_journal-3128	207	65	10	10	NUM
american_scientific_journal-3128	207	66	,	,	PUNCT
american_scientific_journal-3128	207	67	60	60	NUM
american_scientific_journal-3128	207	68	,	,	PUNCT
american_scientific_journal-3128	207	69	100	100	NUM
american_scientific_journal-3128	207	70	,	,	PUNCT
american_scientific_journal-3128	207	71	114	114	NUM
american_scientific_journal-3128	207	72	and	and	CCONJ
american_scientific_journal-3128	207	73	190	190	NUM
american_scientific_journal-3128	207	74	features	feature	NOUN
american_scientific_journal-3128	207	75	.	.	PUNCT
american_scientific_journal-3128	208	1	the	the	DET
american_scientific_journal-3128	208	2	best	good	ADJ
american_scientific_journal-3128	208	3	result	result	NOUN
american_scientific_journal-3128	208	4	belongs	belong	VERB
american_scientific_journal-3128	208	5	to	to	ADP
american_scientific_journal-3128	208	6	114	114	NUM
american_scientific_journal-3128	208	7	and	and	CCONJ
american_scientific_journal-3128	208	8	190	190	NUM
american_scientific_journal-3128	208	9	features	feature	NOUN
american_scientific_journal-3128	208	10	.	.	PUNCT
american_scientific_journal-3128	209	1	the	the	DET
american_scientific_journal-3128	209	2	results	result	NOUN
american_scientific_journal-3128	209	3	of	of	ADP
american_scientific_journal-3128	209	4	k	k	PROPN
american_scientific_journal-3128	209	5	–	–	PUNCT
american_scientific_journal-3128	209	6	nn	nn	INTJ
american_scientific_journal-3128	209	7	classification	classification	NOUN
american_scientific_journal-3128	209	8	(	(	PUNCT
american_scientific_journal-3128	209	9	table	table	NOUN
american_scientific_journal-3128	209	10	4	4	NUM
american_scientific_journal-3128	209	11	)	)	PUNCT
american_scientific_journal-3128	209	12	reveals	reveal	VERB
american_scientific_journal-3128	209	13	that	that	SCONJ
american_scientific_journal-3128	209	14	the	the	DET
american_scientific_journal-3128	209	15	accuracy	accuracy	NOUN
american_scientific_journal-3128	209	16	depends	depend	VERB
american_scientific_journal-3128	209	17	on	on	ADP
american_scientific_journal-3128	209	18	the	the	DET
american_scientific_journal-3128	209	19	number	number	NOUN
american_scientific_journal-3128	209	20	of	of	ADP
american_scientific_journal-3128	209	21	features	feature	NOUN
american_scientific_journal-3128	209	22	,	,	PUNCT
american_scientific_journal-3128	209	23	generally	generally	ADV
american_scientific_journal-3128	209	24	.	.	PUNCT
american_scientific_journal-3128	210	1	it	it	PRON
american_scientific_journal-3128	210	2	might	might	AUX
american_scientific_journal-3128	210	3	conclude	conclude	VERB
american_scientific_journal-3128	210	4	that	that	SCONJ
american_scientific_journal-3128	210	5	the	the	DET
american_scientific_journal-3128	210	6	simple	simple	ADJ
american_scientific_journal-3128	210	7	feature	feature	NOUN
american_scientific_journal-3128	210	8	vectors	vector	NOUN
american_scientific_journal-3128	210	9	(	(	PUNCT
american_scientific_journal-3128	210	10	fv	fv	X
american_scientific_journal-3128	210	11	=	=	SYM
american_scientific_journal-3128	210	12	6	6	NUM
american_scientific_journal-3128	210	13	,	,	PUNCT
american_scientific_journal-3128	210	14	60	60	NUM
american_scientific_journal-3128	210	15	,	,	PUNCT
american_scientific_journal-3128	210	16	114	114	NUM
american_scientific_journal-3128	210	17	)	)	PUNCT
american_scientific_journal-3128	210	18	could	could	AUX
american_scientific_journal-3128	210	19	be	be	AUX
american_scientific_journal-3128	210	20	classified	classify	VERB
american_scientific_journal-3128	210	21	better	well	ADV
american_scientific_journal-3128	210	22	by	by	ADP
american_scientific_journal-3128	210	23	a	a	DET
american_scientific_journal-3128	210	24	simple	simple	ADJ
american_scientific_journal-3128	210	25	classifier	classifier	NOUN
american_scientific_journal-3128	210	26	such	such	ADJ
american_scientific_journal-3128	210	27	as	as	ADP
american_scientific_journal-3128	210	28	k	k	PROPN
american_scientific_journal-3128	210	29	–	–	PUNCT
american_scientific_journal-3128	210	30	nn	nn	PROPN
american_scientific_journal-3128	210	31	.	.	PROPN
american_scientific_journal-3128	210	32	more	more	ADJ
american_scientific_journal-3128	210	33	complex	complex	ADJ
american_scientific_journal-3128	210	34	feature	feature	NOUN
american_scientific_journal-3128	210	35	vectors	vector	NOUN
american_scientific_journal-3128	210	36	should	should	AUX
american_scientific_journal-3128	210	37	be	be	AUX
american_scientific_journal-3128	210	38	classified	classify	VERB
american_scientific_journal-3128	210	39	by	by	ADP
american_scientific_journal-3128	210	40	a	a	DET
american_scientific_journal-3128	210	41	more	more	ADV
american_scientific_journal-3128	210	42	complicated	complicated	ADJ
american_scientific_journal-3128	210	43	network	network	NOUN
american_scientific_journal-3128	210	44	.	.	PUNCT
american_scientific_journal-3128	211	1	table	table	NOUN
american_scientific_journal-3128	211	2	4	4	NUM
american_scientific_journal-3128	211	3	:	:	PUNCT
american_scientific_journal-3128	211	4	k	k	X
american_scientific_journal-3128	211	5	–	–	PUNCT
american_scientific_journal-3128	211	6	nn	nn	PROPN
american_scientific_journal-3128	212	1	classification	classification	NOUN
american_scientific_journal-3128	212	2	values	value	NOUN
american_scientific_journal-3128	212	3	(	(	PUNCT
american_scientific_journal-3128	212	4	mse	mse	NOUN
american_scientific_journal-3128	212	5	,	,	PUNCT
american_scientific_journal-3128	212	6	precision	precision	NOUN
american_scientific_journal-3128	212	7	right	right	NOUN
american_scientific_journal-3128	212	8	and	and	CCONJ
american_scientific_journal-3128	212	9	left	leave	VERB
american_scientific_journal-3128	212	10	,	,	PUNCT
american_scientific_journal-3128	212	11	accuracy	accuracy	NOUN
american_scientific_journal-3128	212	12	)	)	PUNCT
american_scientific_journal-3128	212	13	for	for	ADP
american_scientific_journal-3128	212	14	six	six	NUM
american_scientific_journal-3128	212	15	feature	feature	NOUN
american_scientific_journal-3128	212	16	vectors	vector	NOUN
american_scientific_journal-3128	212	17	fv1	fv1	NOUN
american_scientific_journal-3128	212	18	=	=	SYM
american_scientific_journal-3128	212	19	6	6	NUM
american_scientific_journal-3128	213	1	fv2	fv2	NOUN
american_scientific_journal-3128	213	2	=	=	NUM
american_scientific_journal-3128	213	3	10	10	NUM
american_scientific_journal-3128	213	4	fv3	fv3	NOUN
american_scientific_journal-3128	213	5	=	=	SYM
american_scientific_journal-3128	213	6	60	60	NUM
american_scientific_journal-3128	213	7	fv4	fv4	NOUN
american_scientific_journal-3128	213	8	=	=	SYM
american_scientific_journal-3128	213	9	100	100	NUM
american_scientific_journal-3128	213	10	fv5	fv5	NOUN
american_scientific_journal-3128	213	11	=	=	SYM
american_scientific_journal-3128	213	12	114	114	NUM
american_scientific_journal-3128	213	13	fv6	fv6	NOUN
american_scientific_journal-3128	213	14	=	=	SYM
american_scientific_journal-3128	213	15	190	190	NUM
american_scientific_journal-3128	213	16	mse	mse	NOUN
american_scientific_journal-3128	213	17	0.46	0.46	NUM
american_scientific_journal-3128	213	18	0.63	0.63	NUM
american_scientific_journal-3128	213	19	0.63	0.63	NUM
american_scientific_journal-3128	213	20	0.29	0.29	NUM
american_scientific_journal-3128	213	21	0.33	0.33	NUM
american_scientific_journal-3128	213	22	0.46	0.46	NUM
american_scientific_journal-3128	213	23	precision	precision	NOUN
american_scientific_journal-3128	213	24	r	r	NOUN
american_scientific_journal-3128	213	25	0.27	0.27	NUM
american_scientific_journal-3128	213	26	0.27	0.27	NUM
american_scientific_journal-3128	213	27	0.53	0.53	NUM
american_scientific_journal-3128	213	28	0.43	0.43	NUM
american_scientific_journal-3128	213	29	1.00	1.00	NUM
american_scientific_journal-3128	213	30	0.55	0.55	NUM
american_scientific_journal-3128	213	31	precision	precision	NOUN
american_scientific_journal-3128	213	32	l	l	NOUN
american_scientific_journal-3128	213	33	0.31	0.31	NUM
american_scientific_journal-3128	213	34	0.11	0.11	NUM
american_scientific_journal-3128	213	35	0.56	0.56	NUM
american_scientific_journal-3128	213	36	0.47	0.47	NUM
american_scientific_journal-3128	213	37	0.75	0.75	NUM
american_scientific_journal-3128	213	38	0.54	0.54	NUM
american_scientific_journal-3128	213	39	accuracy	accuracy	NOUN
american_scientific_journal-3128	213	40	0.29	0.29	NUM
american_scientific_journal-3128	213	41	0.21	0.21	NUM
american_scientific_journal-3128	213	42	0.54	0.54	NUM
american_scientific_journal-3128	213	43	0.46	0.46	NUM
american_scientific_journal-3128	213	44	0.83	0.83	NUM
american_scientific_journal-3128	213	45	0.54	0.54	NUM
american_scientific_journal-3128	213	46	4.4.2	4.4.2	NUM
american_scientific_journal-3128	213	47	.	.	PUNCT
american_scientific_journal-3128	214	1	support	support	NOUN
american_scientific_journal-3128	214	2	vector	vector	NOUN
american_scientific_journal-3128	214	3	machine	machine	NOUN
american_scientific_journal-3128	214	4	(	(	PUNCT
american_scientific_journal-3128	214	5	svm	svm	PROPN
american_scientific_journal-3128	214	6	)	)	PUNCT
american_scientific_journal-3128	214	7	the	the	DET
american_scientific_journal-3128	214	8	svm	svm	PROPN
american_scientific_journal-3128	214	9	classifier	classifier	NOUN
american_scientific_journal-3128	214	10	includes	include	VERB
american_scientific_journal-3128	214	11	several	several	ADJ
american_scientific_journal-3128	214	12	kernel	kernel	NOUN
american_scientific_journal-3128	214	13	functions	function	NOUN
american_scientific_journal-3128	214	14	such	such	ADJ
american_scientific_journal-3128	214	15	as	as	ADP
american_scientific_journal-3128	214	16	linear	linear	ADJ
american_scientific_journal-3128	214	17	,	,	PUNCT
american_scientific_journal-3128	214	18	quadratic	quadratic	ADJ
american_scientific_journal-3128	214	19	,	,	PUNCT
american_scientific_journal-3128	214	20	radial	radial	ADJ
american_scientific_journal-3128	214	21	basis	basis	NOUN
american_scientific_journal-3128	214	22	function	function	NOUN
american_scientific_journal-3128	214	23	(	(	PUNCT
american_scientific_journal-3128	214	24	rbf	rbf	PROPN
american_scientific_journal-3128	214	25	)	)	PUNCT
american_scientific_journal-3128	214	26	,	,	PUNCT
american_scientific_journal-3128	214	27	etc	etc	X
american_scientific_journal-3128	214	28	.	.	X
american_scientific_journal-3128	214	29	three	three	NUM
american_scientific_journal-3128	214	30	mentioned	mention	VERB
american_scientific_journal-3128	214	31	functions	function	NOUN
american_scientific_journal-3128	214	32	were	be	AUX
american_scientific_journal-3128	214	33	used	use	VERB
american_scientific_journal-3128	214	34	in	in	ADP
american_scientific_journal-3128	214	35	the	the	DET
american_scientific_journal-3128	214	36	svm	svm	ADJ
american_scientific_journal-3128	214	37	classification	classification	NOUN
american_scientific_journal-3128	214	38	.	.	PUNCT
american_scientific_journal-3128	215	1	the	the	DET
american_scientific_journal-3128	215	2	svm	svm	PROPN
american_scientific_journal-3128	215	3	was	be	AUX
american_scientific_journal-3128	215	4	performed	perform	VERB
american_scientific_journal-3128	215	5	for	for	ADP
american_scientific_journal-3128	215	6	the	the	DET
american_scientific_journal-3128	215	7	same	same	ADJ
american_scientific_journal-3128	215	8	data	datum	NOUN
american_scientific_journal-3128	215	9	sequence	sequence	NOUN
american_scientific_journal-3128	215	10	used	use	VERB
american_scientific_journal-3128	215	11	in	in	ADP
american_scientific_journal-3128	215	12	the	the	DET
american_scientific_journal-3128	215	13	k	k	PROPN
american_scientific_journal-3128	215	14	–	–	PUNCT
american_scientific_journal-3128	215	15	nn	nn	PROPN
american_scientific_journal-3128	215	16	.	.	PROPN
american_scientific_journal-3128	215	17	therefore	therefore	ADV
american_scientific_journal-3128	215	18	,	,	PUNCT
american_scientific_journal-3128	215	19	the	the	DET
american_scientific_journal-3128	215	20	classifier	classifier	NOUN
american_scientific_journal-3128	215	21	was	be	AUX
american_scientific_journal-3128	215	22	trained	train	VERB
american_scientific_journal-3128	215	23	by	by	ADP
american_scientific_journal-3128	215	24	14	14	NUM
american_scientific_journal-3128	215	25	trials	trial	NOUN
american_scientific_journal-3128	215	26	data	datum	NOUN
american_scientific_journal-3128	215	27	and	and	CCONJ
american_scientific_journal-3128	215	28	tested	test	VERB
american_scientific_journal-3128	215	29	by	by	ADP
american_scientific_journal-3128	215	30	six	six	NUM
american_scientific_journal-3128	215	31	ones	one	NOUN
american_scientific_journal-3128	215	32	.	.	PUNCT
american_scientific_journal-3128	216	1	five	five	NUM
american_scientific_journal-3128	216	2	times	time	NOUN
american_scientific_journal-3128	216	3	,	,	PUNCT
american_scientific_journal-3128	216	4	all	all	DET
american_scientific_journal-3128	216	5	procedures	procedure	NOUN
american_scientific_journal-3128	216	6	were	be	AUX
american_scientific_journal-3128	216	7	repeated	repeat	VERB
american_scientific_journal-3128	216	8	for	for	ADP
american_scientific_journal-3128	216	9	six	six	NUM
american_scientific_journal-3128	216	10	different	different	ADJ
american_scientific_journal-3128	216	11	feature	feature	NOUN
american_scientific_journal-3128	216	12	vectors	vector	NOUN
american_scientific_journal-3128	216	13	,	,	PUNCT
american_scientific_journal-3128	216	14	and	and	CCONJ
american_scientific_journal-3128	216	15	figure	figure	VERB
american_scientific_journal-3128	216	16	4	4	NUM
american_scientific_journal-3128	216	17	8	8	NUM
american_scientific_journal-3128	216	18	shows	show	VERB
american_scientific_journal-3128	216	19	a	a	DET
american_scientific_journal-3128	216	20	comparison	comparison	NOUN
american_scientific_journal-3128	216	21	of	of	ADP
american_scientific_journal-3128	216	22	them	they	PRON
american_scientific_journal-3128	216	23	.	.	PUNCT
american_scientific_journal-3128	217	1	as	as	SCONJ
american_scientific_journal-3128	217	2	mentioned	mention	VERB
american_scientific_journal-3128	217	3	before	before	ADV
american_scientific_journal-3128	217	4	,	,	PUNCT
american_scientific_journal-3128	217	5	to	to	PART
american_scientific_journal-3128	217	6	avoid	avoid	VERB
american_scientific_journal-3128	217	7	making	make	VERB
american_scientific_journal-3128	217	8	complex	complex	ADJ
american_scientific_journal-3128	217	9	this	this	DET
american_scientific_journal-3128	217	10	report	report	NOUN
american_scientific_journal-3128	217	11	,	,	PUNCT
american_scientific_journal-3128	217	12	the	the	DET
american_scientific_journal-3128	217	13	discussion	discussion	NOUN
american_scientific_journal-3128	217	14	will	will	AUX
american_scientific_journal-3128	217	15	be	be	AUX
american_scientific_journal-3128	217	16	done	do	VERB
american_scientific_journal-3128	217	17	on	on	ADP
american_scientific_journal-3128	217	18	the	the	DET
american_scientific_journal-3128	217	19	results	result	NOUN
american_scientific_journal-3128	217	20	showing	show	VERB
american_scientific_journal-3128	217	21	more	more	ADJ
american_scientific_journal-3128	217	22	reliability	reliability	NOUN
american_scientific_journal-3128	217	23	.	.	PUNCT
american_scientific_journal-3128	218	1	american	american	ADJ
american_scientific_journal-3128	218	2	scientific	scientific	ADJ
american_scientific_journal-3128	218	3	research	research	PROPN
american_scientific_journal-3128	218	4	journal	journal	NOUN
american_scientific_journal-3128	218	5	for	for	ADP
american_scientific_journal-3128	218	6	engineering	engineering	NOUN
american_scientific_journal-3128	218	7	,	,	PUNCT
american_scientific_journal-3128	218	8	technology	technology	NOUN
american_scientific_journal-3128	218	9	,	,	PUNCT
american_scientific_journal-3128	218	10	and	and	CCONJ
american_scientific_journal-3128	218	11	sciences	science	NOUN
american_scientific_journal-3128	218	12	(	(	PUNCT
american_scientific_journal-3128	218	13	asrjets	asrjet	NOUN
american_scientific_journal-3128	218	14	)	)	PUNCT
american_scientific_journal-3128	218	15	(	(	PUNCT
american_scientific_journal-3128	218	16	2017	2017	NUM
american_scientific_journal-3128	218	17	)	)	PUNCT
american_scientific_journal-3128	218	18	volume	volume	NOUN
american_scientific_journal-3128	218	19	33	33	NUM
american_scientific_journal-3128	218	20	,	,	PUNCT
american_scientific_journal-3128	218	21	no	no	DET
american_scientific_journal-3128	218	22	1	1	NUM
american_scientific_journal-3128	218	23	,	,	PUNCT
american_scientific_journal-3128	218	24	pp	pp	ADV
american_scientific_journal-3128	218	25	124	124	NUM
american_scientific_journal-3128	218	26	-	-	SYM
american_scientific_journal-3128	218	27	145	145	NUM
american_scientific_journal-3128	218	28	137	137	NUM
american_scientific_journal-3128	218	29	figure	figure	NOUN
american_scientific_journal-3128	218	30	9	9	NUM
american_scientific_journal-3128	218	31	:	:	PUNCT
american_scientific_journal-3128	218	32	svm	svm	VERB
american_scientific_journal-3128	218	33	classification	classification	NOUN
american_scientific_journal-3128	218	34	was	be	AUX
american_scientific_journal-3128	218	35	repeated	repeat	VERB
american_scientific_journal-3128	218	36	5	5	NUM
american_scientific_journal-3128	218	37	times	time	NOUN
american_scientific_journal-3128	218	38	for	for	ADP
american_scientific_journal-3128	218	39	6	6	NUM
american_scientific_journal-3128	218	40	feature	feature	NOUN
american_scientific_journal-3128	218	41	vectors	vector	NOUN
american_scientific_journal-3128	218	42	.	.	PUNCT
american_scientific_journal-3128	219	1	all	all	DET
american_scientific_journal-3128	219	2	related	relate	VERB
american_scientific_journal-3128	219	3	accuracies	accuracy	NOUN
american_scientific_journal-3128	219	4	are	be	AUX
american_scientific_journal-3128	219	5	shown	show	VERB
american_scientific_journal-3128	219	6	above	above	ADP
american_scientific_journal-3128	219	7	.	.	PUNCT
american_scientific_journal-3128	220	1	the	the	DET
american_scientific_journal-3128	220	2	discussion	discussion	NOUN
american_scientific_journal-3128	220	3	on	on	ADP
american_scientific_journal-3128	220	4	results	result	NOUN
american_scientific_journal-3128	220	5	will	will	AUX
american_scientific_journal-3128	220	6	be	be	AUX
american_scientific_journal-3128	220	7	kept	keep	VERB
american_scientific_journal-3128	220	8	on	on	ADP
american_scientific_journal-3128	220	9	the	the	DET
american_scientific_journal-3128	220	10	first	first	ADJ
american_scientific_journal-3128	220	11	experiment	experiment	NOUN
american_scientific_journal-3128	220	12	.	.	PUNCT
american_scientific_journal-3128	221	1	(	(	PUNCT
american_scientific_journal-3128	221	2	the	the	DET
american_scientific_journal-3128	221	3	first	first	ADJ
american_scientific_journal-3128	221	4	train	train	NOUN
american_scientific_journal-3128	221	5	and	and	CCONJ
american_scientific_journal-3128	221	6	test	test	NOUN
american_scientific_journal-3128	221	7	data	datum	NOUN
american_scientific_journal-3128	221	8	set	set	VERB
american_scientific_journal-3128	221	9	)	)	PUNCT
american_scientific_journal-3128	221	10	4.4.2.1	4.4.2.1	NUM
american_scientific_journal-3128	221	11	.	.	PUNCT
american_scientific_journal-3128	222	1	svm	svm	PROPN
american_scientific_journal-3128	222	2	–	–	PUNCT
american_scientific_journal-3128	222	3	linear	linear	ADJ
american_scientific_journal-3128	222	4	:	:	PUNCT
american_scientific_journal-3128	222	5	results	result	VERB
american_scientific_journal-3128	222	6	first	first	ADJ
american_scientific_journal-3128	222	7	kernel	kernel	PROPN
american_scientific_journal-3128	222	8	function	function	PROPN
american_scientific_journal-3128	222	9	performed	perform	VERB
american_scientific_journal-3128	222	10	was	be	AUX
american_scientific_journal-3128	222	11	“	"	PUNCT
american_scientific_journal-3128	222	12	linear	linear	ADJ
american_scientific_journal-3128	222	13	”	"	PUNCT
american_scientific_journal-3128	222	14	function	function	NOUN
american_scientific_journal-3128	222	15	.	.	PUNCT
american_scientific_journal-3128	223	1	figure	figure	NOUN
american_scientific_journal-3128	223	2	10	10	NUM
american_scientific_journal-3128	223	3	illustrates	illustrate	VERB
american_scientific_journal-3128	223	4	mse	mse	NOUN
american_scientific_journal-3128	223	5	,	,	PUNCT
american_scientific_journal-3128	223	6	precision	precision	NOUN
american_scientific_journal-3128	223	7	and	and	CCONJ
american_scientific_journal-3128	223	8	accuracy	accuracy	NOUN
american_scientific_journal-3128	223	9	in	in	ADP
american_scientific_journal-3128	223	10	this	this	DET
american_scientific_journal-3128	223	11	step	step	NOUN
american_scientific_journal-3128	223	12	.	.	PUNCT
american_scientific_journal-3128	224	1	as	as	SCONJ
american_scientific_journal-3128	224	2	is	be	AUX
american_scientific_journal-3128	224	3	seen	see	VERB
american_scientific_journal-3128	224	4	,	,	PUNCT
american_scientific_journal-3128	224	5	the	the	DET
american_scientific_journal-3128	224	6	best	good	ADJ
american_scientific_journal-3128	224	7	accuracy	accuracy	NOUN
american_scientific_journal-3128	224	8	happened	happen	VERB
american_scientific_journal-3128	224	9	for	for	ADP
american_scientific_journal-3128	224	10	fv	fv	X
american_scientific_journal-3128	224	11	=	=	SYM
american_scientific_journal-3128	224	12	114	114	NUM
american_scientific_journal-3128	224	13	and	and	CCONJ
american_scientific_journal-3128	224	14	then	then	ADV
american_scientific_journal-3128	224	15	fv	fv	PROPN
american_scientific_journal-3128	224	16	=	=	PROPN
american_scientific_journal-3128	224	17	190	190	NUM
american_scientific_journal-3128	224	18	.	.	PUNCT
american_scientific_journal-3128	225	1	(	(	PUNCT
american_scientific_journal-3128	225	2	fv	fv	X
american_scientific_journal-3128	225	3	=	=	SYM
american_scientific_journal-3128	225	4	114	114	NUM
american_scientific_journal-3128	225	5	means	mean	VERB
american_scientific_journal-3128	225	6	the	the	DET
american_scientific_journal-3128	225	7	feature	feature	NOUN
american_scientific_journal-3128	225	8	extraction	extraction	NOUN
american_scientific_journal-3128	225	9	based	base	VERB
american_scientific_journal-3128	225	10	on	on	ADP
american_scientific_journal-3128	225	11	a	a	DET
american_scientific_journal-3128	225	12	moving	move	VERB
american_scientific_journal-3128	225	13	window	window	NOUN
american_scientific_journal-3128	225	14	50	50	NUM
american_scientific_journal-3128	225	15	%	%	NOUN
american_scientific_journal-3128	225	16	overlap	overlap	NOUN
american_scientific_journal-3128	225	17	and	and	CCONJ
american_scientific_journal-3128	225	18	6	6	NUM
american_scientific_journal-3128	225	19	features	feature	NOUN
american_scientific_journal-3128	225	20	)	)	PUNCT
american_scientific_journal-3128	225	21	.	.	PUNCT
american_scientific_journal-3128	226	1	the	the	DET
american_scientific_journal-3128	226	2	svm	svm	PROPN
american_scientific_journal-3128	226	3	linear	linear	PROPN
american_scientific_journal-3128	226	4	classification	classification	NOUN
american_scientific_journal-3128	226	5	values	value	NOUN
american_scientific_journal-3128	226	6	are	be	AUX
american_scientific_journal-3128	226	7	indicated	indicate	VERB
american_scientific_journal-3128	226	8	on	on	ADP
american_scientific_journal-3128	226	9	table	table	NOUN
american_scientific_journal-3128	226	10	5	5	NUM
american_scientific_journal-3128	226	11	.	.	PUNCT
american_scientific_journal-3128	227	1	figure	figure	NOUN
american_scientific_journal-3128	227	2	10	10	NUM
american_scientific_journal-3128	227	3	:	:	PUNCT
american_scientific_journal-3128	227	4	mse	mse	NOUN
american_scientific_journal-3128	227	5	(	(	PUNCT
american_scientific_journal-3128	227	6	top	top	NOUN
american_scientific_journal-3128	227	7	)	)	PUNCT
american_scientific_journal-3128	227	8	,	,	PUNCT
american_scientific_journal-3128	227	9	precision	precision	NOUN
american_scientific_journal-3128	227	10	(	(	PUNCT
american_scientific_journal-3128	227	11	middle	middle	ADJ
american_scientific_journal-3128	227	12	)	)	PUNCT
american_scientific_journal-3128	227	13	and	and	CCONJ
american_scientific_journal-3128	227	14	accuracy	accuracy	NOUN
american_scientific_journal-3128	227	15	(	(	PUNCT
american_scientific_journal-3128	227	16	bottom	bottom	NOUN
american_scientific_journal-3128	227	17	)	)	PUNCT
american_scientific_journal-3128	227	18	for	for	ADP
american_scientific_journal-3128	227	19	six	six	NUM
american_scientific_journal-3128	227	20	experiments	experiment	NOUN
american_scientific_journal-3128	227	21	including	include	VERB
american_scientific_journal-3128	227	22	6	6	NUM
american_scientific_journal-3128	227	23	,	,	PUNCT
american_scientific_journal-3128	227	24	10	10	NUM
american_scientific_journal-3128	227	25	,	,	PUNCT
american_scientific_journal-3128	227	26	60	60	NUM
american_scientific_journal-3128	227	27	,	,	PUNCT
american_scientific_journal-3128	227	28	100	100	NUM
american_scientific_journal-3128	227	29	,	,	PUNCT
american_scientific_journal-3128	227	30	114	114	NUM
american_scientific_journal-3128	227	31	and	and	CCONJ
american_scientific_journal-3128	227	32	190	190	NUM
american_scientific_journal-3128	227	33	features	feature	NOUN
american_scientific_journal-3128	227	34	.	.	PUNCT
american_scientific_journal-3128	228	1	the	the	DET
american_scientific_journal-3128	228	2	best	good	ADJ
american_scientific_journal-3128	228	3	result	result	NOUN
american_scientific_journal-3128	228	4	belongs	belong	VERB
american_scientific_journal-3128	228	5	to	to	ADP
american_scientific_journal-3128	228	6	114	114	NUM
american_scientific_journal-3128	228	7	and	and	CCONJ
american_scientific_journal-3128	228	8	190	190	NUM
american_scientific_journal-3128	228	9	features	feature	NOUN
american_scientific_journal-3128	228	10	.	.	PUNCT
american_scientific_journal-3128	229	1	table	table	NOUN
american_scientific_journal-3128	229	2	5	5	NUM
american_scientific_journal-3128	229	3	:	:	PUNCT
american_scientific_journal-3128	229	4	svm	svm	VERB
american_scientific_journal-3128	229	5	linear	linear	ADJ
american_scientific_journal-3128	229	6	classification	classification	NOUN
american_scientific_journal-3128	229	7	values	value	NOUN
american_scientific_journal-3128	229	8	(	(	PUNCT
american_scientific_journal-3128	229	9	mse	mse	NOUN
american_scientific_journal-3128	229	10	,	,	PUNCT
american_scientific_journal-3128	229	11	precision	precision	NOUN
american_scientific_journal-3128	229	12	right	right	NOUN
american_scientific_journal-3128	229	13	and	and	CCONJ
american_scientific_journal-3128	229	14	left	leave	VERB
american_scientific_journal-3128	229	15	,	,	PUNCT
american_scientific_journal-3128	229	16	accuracy	accuracy	NOUN
american_scientific_journal-3128	229	17	)	)	PUNCT
american_scientific_journal-3128	229	18	for	for	ADP
american_scientific_journal-3128	229	19	six	six	NUM
american_scientific_journal-3128	229	20	feature	feature	NOUN
american_scientific_journal-3128	229	21	vectors	vector	NOUN
american_scientific_journal-3128	229	22	fv	fv	ADP
american_scientific_journal-3128	229	23	1	1	NUM
american_scientific_journal-3128	229	24	=	=	SYM
american_scientific_journal-3128	229	25	6	6	NUM
american_scientific_journal-3128	229	26	fv	fv	NOUN
american_scientific_journal-3128	229	27	2	2	NUM
american_scientific_journal-3128	229	28	=	=	SYM
american_scientific_journal-3128	229	29	10	10	NUM
american_scientific_journal-3128	229	30	fv	fv	NOUN
american_scientific_journal-3128	229	31	3	3	NUM
american_scientific_journal-3128	229	32	=	=	SYM
american_scientific_journal-3128	229	33	60	60	NUM
american_scientific_journal-3128	229	34	fv	fv	NOUN
american_scientific_journal-3128	229	35	4	4	NUM
american_scientific_journal-3128	229	36	=	=	SYM
american_scientific_journal-3128	229	37	100	100	NUM
american_scientific_journal-3128	229	38	fv	fv	NUM
american_scientific_journal-3128	229	39	5	5	NUM
american_scientific_journal-3128	229	40	=	=	SYM
american_scientific_journal-3128	229	41	114	114	NUM
american_scientific_journal-3128	229	42	fv	fv	NUM
american_scientific_journal-3128	229	43	6	6	NUM
american_scientific_journal-3128	229	44	=	=	SYM
american_scientific_journal-3128	229	45	190	190	NUM
american_scientific_journal-3128	229	46	mse	mse	NOUN
american_scientific_journal-3128	229	47	0.50	0.50	NUM
american_scientific_journal-3128	229	48	0.67	0.67	NUM
american_scientific_journal-3128	229	49	0.38	0.38	NUM
american_scientific_journal-3128	229	50	0.71	0.71	NUM
american_scientific_journal-3128	229	51	0.08	0.08	NUM
american_scientific_journal-3128	229	52	0.13	0.13	NUM
american_scientific_journal-3128	229	53	precision	precision	NOUN
american_scientific_journal-3128	229	54	r	r	NOUN
american_scientific_journal-3128	229	55	0.00	0.00	NUM
american_scientific_journal-3128	229	56	0.33	0.33	NUM
american_scientific_journal-3128	229	57	0.67	0.67	NUM
american_scientific_journal-3128	229	58	0.47	0.47	NUM
american_scientific_journal-3128	229	59	0.83	0.83	NUM
american_scientific_journal-3128	229	60	0.56	0.56	NUM
american_scientific_journal-3128	229	61	precision	precision	NOUN
american_scientific_journal-3128	229	62	l	l	NOUN
american_scientific_journal-3128	229	63	0.45	0.45	NUM
american_scientific_journal-3128	229	64	0.48	0.48	NUM
american_scientific_journal-3128	229	65	0.60	0.60	NUM
american_scientific_journal-3128	229	66	0.43	0.43	NUM
american_scientific_journal-3128	229	67	0.83	0.83	NUM
american_scientific_journal-3128	229	68	0.63	0.63	NUM
american_scientific_journal-3128	229	69	accuracy	accuracy	NOUN
american_scientific_journal-3128	229	70	0.42	0.42	NUM
american_scientific_journal-3128	229	71	0.46	0.46	NUM
american_scientific_journal-3128	229	72	0.63	0.63	NUM
american_scientific_journal-3128	229	73	0.46	0.46	NUM
american_scientific_journal-3128	229	74	0.83	0.83	NUM
american_scientific_journal-3128	229	75	0.58	0.58	NUM
american_scientific_journal-3128	229	76	american	american	ADJ
american_scientific_journal-3128	229	77	scientific	scientific	ADJ
american_scientific_journal-3128	229	78	research	research	NOUN
american_scientific_journal-3128	229	79	journal	journal	NOUN
american_scientific_journal-3128	229	80	for	for	ADP
american_scientific_journal-3128	229	81	engineering	engineering	NOUN
american_scientific_journal-3128	229	82	,	,	PUNCT
american_scientific_journal-3128	229	83	technology	technology	NOUN
american_scientific_journal-3128	229	84	,	,	PUNCT
american_scientific_journal-3128	229	85	and	and	CCONJ
american_scientific_journal-3128	229	86	sciences	science	NOUN
american_scientific_journal-3128	229	87	(	(	PUNCT
american_scientific_journal-3128	229	88	asrjets	asrjet	NOUN
american_scientific_journal-3128	229	89	)	)	PUNCT
american_scientific_journal-3128	229	90	(	(	PUNCT
american_scientific_journal-3128	229	91	2017	2017	NUM
american_scientific_journal-3128	229	92	)	)	PUNCT
american_scientific_journal-3128	229	93	volume	volume	NOUN
american_scientific_journal-3128	229	94	33	33	NUM
american_scientific_journal-3128	229	95	,	,	PUNCT
american_scientific_journal-3128	229	96	no	no	DET
american_scientific_journal-3128	229	97	1	1	NUM
american_scientific_journal-3128	229	98	,	,	PUNCT
american_scientific_journal-3128	229	99	pp	pp	ADV
american_scientific_journal-3128	229	100	124	124	NUM
american_scientific_journal-3128	229	101	-	-	SYM
american_scientific_journal-3128	229	102	145	145	NUM
american_scientific_journal-3128	229	103	138	138	NUM
american_scientific_journal-3128	229	104	4.4.2.2	4.4.2.2	NUM
american_scientific_journal-3128	229	105	.	.	PUNCT
american_scientific_journal-3128	230	1	svm	svm	PROPN
american_scientific_journal-3128	230	2	quadratic	quadratic	NOUN
american_scientific_journal-3128	230	3	:	:	PUNCT
american_scientific_journal-3128	230	4	results	result	VERB
american_scientific_journal-3128	230	5	the	the	DET
american_scientific_journal-3128	230	6	same	same	ADJ
american_scientific_journal-3128	230	7	procedure	procedure	NOUN
american_scientific_journal-3128	230	8	was	be	AUX
american_scientific_journal-3128	230	9	implemented	implement	VERB
american_scientific_journal-3128	230	10	using	use	VERB
american_scientific_journal-3128	230	11	“	"	PUNCT
american_scientific_journal-3128	230	12	quadratic	quadratic	ADJ
american_scientific_journal-3128	230	13	”	"	PUNCT
american_scientific_journal-3128	230	14	kernel	kernel	NOUN
american_scientific_journal-3128	230	15	function	function	NOUN
american_scientific_journal-3128	230	16	for	for	ADP
american_scientific_journal-3128	230	17	svm	svm	PROPN
american_scientific_journal-3128	230	18	.	.	PROPN
american_scientific_journal-3128	230	19	figure	figure	VERB
american_scientific_journal-3128	230	20	11	11	NUM
american_scientific_journal-3128	230	21	and	and	CCONJ
american_scientific_journal-3128	230	22	table	table	NOUN
american_scientific_journal-3128	230	23	6	6	NUM
american_scientific_journal-3128	230	24	expose	expose	VERB
american_scientific_journal-3128	230	25	the	the	DET
american_scientific_journal-3128	230	26	related	related	ADJ
american_scientific_journal-3128	230	27	results	result	NOUN
american_scientific_journal-3128	230	28	.	.	PUNCT
american_scientific_journal-3128	231	1	in	in	ADP
american_scientific_journal-3128	231	2	this	this	DET
american_scientific_journal-3128	231	3	experiment	experiment	NOUN
american_scientific_journal-3128	231	4	,	,	PUNCT
american_scientific_journal-3128	231	5	the	the	DET
american_scientific_journal-3128	231	6	best	good	ADJ
american_scientific_journal-3128	231	7	accuracy	accuracy	NOUN
american_scientific_journal-3128	231	8	belongs	belong	VERB
american_scientific_journal-3128	231	9	to	to	ADP
american_scientific_journal-3128	231	10	fv	fv	PROPN
american_scientific_journal-3128	231	11	=	=	SYM
american_scientific_journal-3128	231	12	190	190	NUM
american_scientific_journal-3128	231	13	.	.	PUNCT
american_scientific_journal-3128	232	1	also	also	ADV
american_scientific_journal-3128	232	2	,	,	PUNCT
american_scientific_journal-3128	232	3	fv	fv	PROPN
american_scientific_journal-3128	232	4	=	=	SYM
american_scientific_journal-3128	232	5	114	114	NUM
american_scientific_journal-3128	232	6	returned	return	VERB
american_scientific_journal-3128	232	7	acceptable	acceptable	ADJ
american_scientific_journal-3128	232	8	results	result	NOUN
american_scientific_journal-3128	232	9	.	.	PUNCT
american_scientific_journal-3128	233	1	figure	figure	VERB
american_scientific_journal-3128	233	2	11	11	NUM
american_scientific_journal-3128	233	3	:	:	PUNCT
american_scientific_journal-3128	233	4	mse	mse	NOUN
american_scientific_journal-3128	233	5	(	(	PUNCT
american_scientific_journal-3128	233	6	top	top	NOUN
american_scientific_journal-3128	233	7	)	)	PUNCT
american_scientific_journal-3128	233	8	,	,	PUNCT
american_scientific_journal-3128	233	9	precision	precision	NOUN
american_scientific_journal-3128	233	10	(	(	PUNCT
american_scientific_journal-3128	233	11	middle	middle	ADJ
american_scientific_journal-3128	233	12	)	)	PUNCT
american_scientific_journal-3128	233	13	and	and	CCONJ
american_scientific_journal-3128	233	14	accuracy	accuracy	NOUN
american_scientific_journal-3128	233	15	(	(	PUNCT
american_scientific_journal-3128	233	16	bottom	bottom	NOUN
american_scientific_journal-3128	233	17	)	)	PUNCT
american_scientific_journal-3128	233	18	for	for	ADP
american_scientific_journal-3128	233	19	six	six	NUM
american_scientific_journal-3128	233	20	experiments	experiment	NOUN
american_scientific_journal-3128	233	21	including	include	VERB
american_scientific_journal-3128	233	22	6	6	NUM
american_scientific_journal-3128	233	23	,	,	PUNCT
american_scientific_journal-3128	233	24	10	10	NUM
american_scientific_journal-3128	233	25	,	,	PUNCT
american_scientific_journal-3128	233	26	60	60	NUM
american_scientific_journal-3128	233	27	,	,	PUNCT
american_scientific_journal-3128	233	28	100	100	NUM
american_scientific_journal-3128	233	29	,	,	PUNCT
american_scientific_journal-3128	233	30	114	114	NUM
american_scientific_journal-3128	233	31	and	and	CCONJ
american_scientific_journal-3128	233	32	190	190	NUM
american_scientific_journal-3128	233	33	features	feature	NOUN
american_scientific_journal-3128	233	34	.	.	PUNCT
american_scientific_journal-3128	234	1	the	the	DET
american_scientific_journal-3128	234	2	best	good	ADJ
american_scientific_journal-3128	234	3	result	result	NOUN
american_scientific_journal-3128	234	4	belongs	belong	VERB
american_scientific_journal-3128	234	5	to	to	ADP
american_scientific_journal-3128	234	6	114	114	NUM
american_scientific_journal-3128	234	7	and	and	CCONJ
american_scientific_journal-3128	234	8	190	190	NUM
american_scientific_journal-3128	234	9	features	feature	NOUN
american_scientific_journal-3128	234	10	.	.	PUNCT
american_scientific_journal-3128	235	1	table	table	NOUN
american_scientific_journal-3128	235	2	6	6	NUM
american_scientific_journal-3128	235	3	:	:	PUNCT
american_scientific_journal-3128	235	4	svm	svm	VERB
american_scientific_journal-3128	235	5	quadratic	quadratic	ADJ
american_scientific_journal-3128	235	6	classification	classification	NOUN
american_scientific_journal-3128	235	7	values	value	NOUN
american_scientific_journal-3128	235	8	(	(	PUNCT
american_scientific_journal-3128	235	9	mse	mse	NOUN
american_scientific_journal-3128	235	10	,	,	PUNCT
american_scientific_journal-3128	235	11	precision	precision	NOUN
american_scientific_journal-3128	235	12	right	right	NOUN
american_scientific_journal-3128	235	13	and	and	CCONJ
american_scientific_journal-3128	235	14	left	leave	VERB
american_scientific_journal-3128	235	15	,	,	PUNCT
american_scientific_journal-3128	235	16	accuracy	accuracy	NOUN
american_scientific_journal-3128	235	17	)	)	PUNCT
american_scientific_journal-3128	235	18	for	for	ADP
american_scientific_journal-3128	235	19	six	six	NUM
american_scientific_journal-3128	235	20	feature	feature	NOUN
american_scientific_journal-3128	235	21	vectors	vector	NOUN
american_scientific_journal-3128	235	22	fv	fv	ADP
american_scientific_journal-3128	235	23	1	1	NUM
american_scientific_journal-3128	235	24	=	=	SYM
american_scientific_journal-3128	235	25	6	6	NUM
american_scientific_journal-3128	235	26	fv	fv	NOUN
american_scientific_journal-3128	235	27	2	2	NUM
american_scientific_journal-3128	235	28	=	=	SYM
american_scientific_journal-3128	235	29	10	10	NUM
american_scientific_journal-3128	235	30	fv	fv	NOUN
american_scientific_journal-3128	235	31	3	3	NUM
american_scientific_journal-3128	235	32	=	=	SYM
american_scientific_journal-3128	235	33	60	60	NUM
american_scientific_journal-3128	235	34	fv	fv	NOUN
american_scientific_journal-3128	235	35	4	4	NUM
american_scientific_journal-3128	235	36	=	=	SYM
american_scientific_journal-3128	235	37	100	100	NUM
american_scientific_journal-3128	235	38	fv	fv	NUM
american_scientific_journal-3128	235	39	5	5	NUM
american_scientific_journal-3128	235	40	=	=	SYM
american_scientific_journal-3128	235	41	114	114	NUM
american_scientific_journal-3128	235	42	fv	fv	NUM
american_scientific_journal-3128	235	43	6	6	NUM
american_scientific_journal-3128	235	44	=	=	SYM
american_scientific_journal-3128	235	45	190	190	NUM
american_scientific_journal-3128	235	46	mse	mse	NOUN
american_scientific_journal-3128	235	47	0.21	0.21	NUM
american_scientific_journal-3128	235	48	0.21	0.21	NUM
american_scientific_journal-3128	235	49	0.25	0.25	NUM
american_scientific_journal-3128	235	50	0.50	0.50	NUM
american_scientific_journal-3128	235	51	0.38	0.38	NUM
american_scientific_journal-3128	235	52	0.63	0.63	NUM
american_scientific_journal-3128	235	53	precision	precision	NOUN
american_scientific_journal-3128	235	54	r	r	NOUN
american_scientific_journal-3128	235	55	0.33	0.33	NUM
american_scientific_journal-3128	235	56	0.20	0.20	NUM
american_scientific_journal-3128	235	57	0.33	0.33	NUM
american_scientific_journal-3128	235	58	0.33	0.33	NUM
american_scientific_journal-3128	235	59	0.60	0.60	NUM
american_scientific_journal-3128	235	60	1.00	1.00	NUM
american_scientific_journal-3128	235	61	precision	precision	NOUN
american_scientific_journal-3128	235	62	l	l	NOUN
american_scientific_journal-3128	235	63	0.40	0.40	NUM
american_scientific_journal-3128	235	64	0.00	0.00	NUM
american_scientific_journal-3128	235	65	0.44	0.44	NUM
american_scientific_journal-3128	235	66	0.33	0.33	NUM
american_scientific_journal-3128	235	67	0.53	0.53	NUM
american_scientific_journal-3128	235	68	0.63	0.63	NUM
american_scientific_journal-3128	235	69	accuracy	accuracy	NOUN
american_scientific_journal-3128	235	70	0.38	0.38	NUM
american_scientific_journal-3128	235	71	0.13	0.13	NUM
american_scientific_journal-3128	235	72	0.42	0.42	NUM
american_scientific_journal-3128	235	73	0.33	0.33	NUM
american_scientific_journal-3128	235	74	0.54	0.54	NUM
american_scientific_journal-3128	235	75	0.71	0.71	NUM
american_scientific_journal-3128	235	76	4.4.2.3	4.4.2.3	NUM
american_scientific_journal-3128	235	77	.	.	PUNCT
american_scientific_journal-3128	236	1	svm	svm	ADJ
american_scientific_journal-3128	236	2	radial	radial	ADJ
american_scientific_journal-3128	236	3	basis	basis	NOUN
american_scientific_journal-3128	236	4	function	function	NOUN
american_scientific_journal-3128	236	5	(	(	PUNCT
american_scientific_journal-3128	236	6	rbf	rbf	PROPN
american_scientific_journal-3128	236	7	):	):	PUNCT
american_scientific_journal-3128	236	8	results	result	VERB
american_scientific_journal-3128	236	9	the	the	DET
american_scientific_journal-3128	236	10	same	same	ADJ
american_scientific_journal-3128	236	11	method	method	NOUN
american_scientific_journal-3128	236	12	of	of	ADP
american_scientific_journal-3128	236	13	classification	classification	NOUN
american_scientific_journal-3128	236	14	was	be	AUX
american_scientific_journal-3128	236	15	done	do	VERB
american_scientific_journal-3128	236	16	,	,	PUNCT
american_scientific_journal-3128	236	17	but	but	CCONJ
american_scientific_journal-3128	236	18	there	there	PRON
american_scientific_journal-3128	236	19	was	be	VERB
american_scientific_journal-3128	236	20	an	an	DET
american_scientific_journal-3128	236	21	additional	additional	ADJ
american_scientific_journal-3128	236	22	step	step	NOUN
american_scientific_journal-3128	236	23	.	.	PUNCT
american_scientific_journal-3128	237	1	as	as	SCONJ
american_scientific_journal-3128	237	2	is	be	AUX
american_scientific_journal-3128	237	3	known	know	VERB
american_scientific_journal-3128	237	4	,	,	PUNCT
american_scientific_journal-3128	237	5	there	there	PRON
american_scientific_journal-3128	237	6	is	be	VERB
american_scientific_journal-3128	237	7	an	an	DET
american_scientific_journal-3128	237	8	important	important	ADJ
american_scientific_journal-3128	237	9	factor	factor	NOUN
american_scientific_journal-3128	237	10	in	in	ADP
american_scientific_journal-3128	237	11	svm	svm	PROPN
american_scientific_journal-3128	237	12	rbf	rbf	PROPN
american_scientific_journal-3128	237	13	called	call	VERB
american_scientific_journal-3128	237	14	“	"	PUNCT
american_scientific_journal-3128	237	15	sigma	sigma	PROPN
american_scientific_journal-3128	237	16	”	"	PUNCT
american_scientific_journal-3128	237	17	,	,	PUNCT
american_scientific_journal-3128	237	18	which	which	PRON
american_scientific_journal-3128	237	19	has	have	VERB
american_scientific_journal-3128	237	20	to	to	PART
american_scientific_journal-3128	237	21	be	be	AUX
american_scientific_journal-3128	237	22	optimized	optimize	VERB
american_scientific_journal-3128	237	23	in	in	ADP
american_scientific_journal-3128	237	24	order	order	NOUN
american_scientific_journal-3128	237	25	to	to	PART
american_scientific_journal-3128	237	26	return	return	VERB
american_scientific_journal-3128	237	27	the	the	DET
american_scientific_journal-3128	237	28	optimal	optimal	ADJ
american_scientific_journal-3128	237	29	result	result	NOUN
american_scientific_journal-3128	237	30	.	.	PUNCT
american_scientific_journal-3128	238	1	consequently	consequently	ADV
american_scientific_journal-3128	238	2	,	,	PUNCT
american_scientific_journal-3128	238	3	the	the	DET
american_scientific_journal-3128	238	4	“	"	PUNCT
american_scientific_journal-3128	238	5	grid	grid	NOUN
american_scientific_journal-3128	238	6	–	–	PUNCT
american_scientific_journal-3128	238	7	searching	search	VERB
american_scientific_journal-3128	238	8	(	(	PUNCT
american_scientific_journal-3128	238	9	cross	cross	NOUN
american_scientific_journal-3128	238	10	validation	validation	NOUN
american_scientific_journal-3128	238	11	)	)	PUNCT
american_scientific_journal-3128	238	12	”	"	PUNCT
american_scientific_journal-3128	238	13	was	be	AUX
american_scientific_journal-3128	238	14	performed	perform	VERB
american_scientific_journal-3128	238	15	to	to	PART
american_scientific_journal-3128	238	16	find	find	VERB
american_scientific_journal-3128	238	17	the	the	DET
american_scientific_journal-3128	238	18	optimum	optimum	ADJ
american_scientific_journal-3128	238	19	“	"	PUNCT
american_scientific_journal-3128	238	20	sigma	sigma	PROPN
american_scientific_journal-3128	238	21	”	"	PUNCT
american_scientific_journal-3128	238	22	which	which	PRON
american_scientific_journal-3128	238	23	minimizes	minimize	VERB
american_scientific_journal-3128	238	24	the	the	DET
american_scientific_journal-3128	238	25	mse	mse	NOUN
american_scientific_journal-3128	238	26	in	in	ADP
american_scientific_journal-3128	238	27	the	the	DET
american_scientific_journal-3128	238	28	related	related	ADJ
american_scientific_journal-3128	238	29	classification	classification	NOUN
american_scientific_journal-3128	238	30	.	.	PUNCT
american_scientific_journal-3128	239	1	american	american	ADJ
american_scientific_journal-3128	239	2	scientific	scientific	ADJ
american_scientific_journal-3128	239	3	research	research	PROPN
american_scientific_journal-3128	239	4	journal	journal	NOUN
american_scientific_journal-3128	239	5	for	for	ADP
american_scientific_journal-3128	239	6	engineering	engineering	NOUN
american_scientific_journal-3128	239	7	,	,	PUNCT
american_scientific_journal-3128	239	8	technology	technology	NOUN
american_scientific_journal-3128	239	9	,	,	PUNCT
american_scientific_journal-3128	239	10	and	and	CCONJ
american_scientific_journal-3128	239	11	sciences	science	NOUN
american_scientific_journal-3128	239	12	(	(	PUNCT
american_scientific_journal-3128	239	13	asrjets	asrjet	NOUN
american_scientific_journal-3128	239	14	)	)	PUNCT
american_scientific_journal-3128	239	15	(	(	PUNCT
american_scientific_journal-3128	239	16	2017	2017	NUM
american_scientific_journal-3128	239	17	)	)	PUNCT
american_scientific_journal-3128	239	18	volume	volume	NOUN
american_scientific_journal-3128	239	19	33	33	NUM
american_scientific_journal-3128	239	20	,	,	PUNCT
american_scientific_journal-3128	239	21	no	no	DET
american_scientific_journal-3128	239	22	1	1	NUM
american_scientific_journal-3128	239	23	,	,	PUNCT
american_scientific_journal-3128	239	24	pp	pp	ADV
american_scientific_journal-3128	239	25	124	124	NUM
american_scientific_journal-3128	239	26	-	-	SYM
american_scientific_journal-3128	239	27	145	145	NUM
american_scientific_journal-3128	239	28	139	139	NUM
american_scientific_journal-3128	239	29	4.4.2.4	4.4.2.4	NUM
american_scientific_journal-3128	239	30	.	.	PUNCT
american_scientific_journal-3128	240	1	grid	grid	NOUN
american_scientific_journal-3128	240	2	searching	searching	NOUN
american_scientific_journal-3128	240	3	(	(	PUNCT
american_scientific_journal-3128	240	4	cross	cross	NOUN
american_scientific_journal-3128	240	5	validation	validation	NOUN
american_scientific_journal-3128	240	6	)	)	PUNCT
american_scientific_journal-3128	240	7	the	the	DET
american_scientific_journal-3128	240	8	svm	svm	PROPN
american_scientific_journal-3128	240	9	rbf	rbf	PROPN
american_scientific_journal-3128	240	10	classifier	classifier	PROPN
american_scientific_journal-3128	240	11	was	be	AUX
american_scientific_journal-3128	240	12	trained	train	VERB
american_scientific_journal-3128	240	13	and	and	CCONJ
american_scientific_journal-3128	240	14	tested	test	VERB
american_scientific_journal-3128	240	15	each	each	DET
american_scientific_journal-3128	240	16	time	time	NOUN
american_scientific_journal-3128	240	17	with	with	ADP
american_scientific_journal-3128	240	18	different	different	ADJ
american_scientific_journal-3128	240	19	feature	feature	NOUN
american_scientific_journal-3128	240	20	vectors	vector	NOUN
american_scientific_journal-3128	240	21	,	,	PUNCT
american_scientific_journal-3128	240	22	while	while	SCONJ
american_scientific_journal-3128	240	23	the	the	DET
american_scientific_journal-3128	240	24	sigma	sigma	PROPN
american_scientific_journal-3128	240	25	factor	factor	NOUN
american_scientific_journal-3128	240	26	was	be	AUX
american_scientific_journal-3128	240	27	changing	change	VERB
american_scientific_journal-3128	240	28	from	from	ADP
american_scientific_journal-3128	240	29	ơ	ơ	PROPN
american_scientific_journal-3128	240	30	=	=	SYM
american_scientific_journal-3128	240	31	0.5	0.5	NUM
american_scientific_journal-3128	240	32	to	to	PART
american_scientific_journal-3128	240	33	50	50	NUM
american_scientific_journal-3128	240	34	by	by	ADP
american_scientific_journal-3128	240	35	the	the	DET
american_scientific_journal-3128	240	36	step	step	NOUN
american_scientific_journal-3128	240	37	of	of	ADP
american_scientific_journal-3128	240	38	0.1	0.1	NUM
american_scientific_journal-3128	240	39	.	.	PUNCT
american_scientific_journal-3128	241	1	then	then	ADV
american_scientific_journal-3128	241	2	the	the	DET
american_scientific_journal-3128	241	3	optimum	optimum	ADJ
american_scientific_journal-3128	241	4	“	"	PUNCT
american_scientific_journal-3128	241	5	sigma	sigma	NOUN
american_scientific_journal-3128	241	6	”	"	PUNCT
american_scientific_journal-3128	241	7	minimizing	minimize	VERB
american_scientific_journal-3128	241	8	mse	mse	NOUN
american_scientific_journal-3128	241	9	was	be	AUX
american_scientific_journal-3128	241	10	found	find	VERB
american_scientific_journal-3128	241	11	,	,	PUNCT
american_scientific_journal-3128	241	12	and	and	CCONJ
american_scientific_journal-3128	241	13	the	the	DET
american_scientific_journal-3128	241	14	svm	svm	PROPN
american_scientific_journal-3128	241	15	rbf	rbf	PROPN
american_scientific_journal-3128	241	16	classifier	classifier	PROPN
american_scientific_journal-3128	241	17	was	be	AUX
american_scientific_journal-3128	241	18	trained	train	VERB
american_scientific_journal-3128	241	19	with	with	ADP
american_scientific_journal-3128	241	20	the	the	DET
american_scientific_journal-3128	241	21	optimal	optimal	ADJ
american_scientific_journal-3128	241	22	sigma	sigma	NOUN
american_scientific_journal-3128	241	23	,	,	PUNCT
american_scientific_journal-3128	241	24	again	again	ADV
american_scientific_journal-3128	241	25	.	.	PUNCT
american_scientific_journal-3128	242	1	figure	figure	NOUN
american_scientific_journal-3128	242	2	12	12	NUM
american_scientific_journal-3128	242	3	illustrates	illustrate	VERB
american_scientific_journal-3128	242	4	the	the	DET
american_scientific_journal-3128	242	5	grid	grid	NOUN
american_scientific_journal-3128	242	6	–	–	PUNCT
american_scientific_journal-3128	242	7	searching	search	VERB
american_scientific_journal-3128	242	8	procedure	procedure	NOUN
american_scientific_journal-3128	242	9	.	.	PUNCT
american_scientific_journal-3128	243	1	figure	figure	NOUN
american_scientific_journal-3128	243	2	12	12	NUM
american_scientific_journal-3128	243	3	:	:	PUNCT
american_scientific_journal-3128	243	4	grid	grid	NOUN
american_scientific_journal-3128	243	5	searching	searching	NOUN
american_scientific_journal-3128	243	6	(	(	PUNCT
american_scientific_journal-3128	243	7	cross	cross	NOUN
american_scientific_journal-3128	243	8	validation	validation	NOUN
american_scientific_journal-3128	243	9	)	)	PUNCT
american_scientific_journal-3128	243	10	svm	svm	PROPN
american_scientific_journal-3128	243	11	rbf	rbf	PROPN
american_scientific_journal-3128	243	12	figure	figure	NOUN
american_scientific_journal-3128	243	13	13	13	NUM
american_scientific_journal-3128	243	14	:	:	PUNCT
american_scientific_journal-3128	243	15	mse	mse	NOUN
american_scientific_journal-3128	243	16	(	(	PUNCT
american_scientific_journal-3128	243	17	top	top	NOUN
american_scientific_journal-3128	243	18	)	)	PUNCT
american_scientific_journal-3128	243	19	,	,	PUNCT
american_scientific_journal-3128	243	20	precision	precision	NOUN
american_scientific_journal-3128	243	21	(	(	PUNCT
american_scientific_journal-3128	243	22	middle	middle	ADJ
american_scientific_journal-3128	243	23	)	)	PUNCT
american_scientific_journal-3128	243	24	and	and	CCONJ
american_scientific_journal-3128	243	25	accuracy	accuracy	NOUN
american_scientific_journal-3128	243	26	(	(	PUNCT
american_scientific_journal-3128	243	27	bottom	bottom	NOUN
american_scientific_journal-3128	243	28	)	)	PUNCT
american_scientific_journal-3128	243	29	for	for	ADP
american_scientific_journal-3128	243	30	six	six	NUM
american_scientific_journal-3128	243	31	experiments	experiment	NOUN
american_scientific_journal-3128	243	32	including	include	VERB
american_scientific_journal-3128	243	33	6	6	NUM
american_scientific_journal-3128	243	34	,	,	PUNCT
american_scientific_journal-3128	243	35	10	10	NUM
american_scientific_journal-3128	243	36	,	,	PUNCT
american_scientific_journal-3128	243	37	60	60	NUM
american_scientific_journal-3128	243	38	,	,	PUNCT
american_scientific_journal-3128	243	39	100	100	NUM
american_scientific_journal-3128	243	40	,	,	PUNCT
american_scientific_journal-3128	243	41	114	114	NUM
american_scientific_journal-3128	243	42	and	and	CCONJ
american_scientific_journal-3128	243	43	190	190	NUM
american_scientific_journal-3128	243	44	features	feature	NOUN
american_scientific_journal-3128	243	45	.	.	PUNCT
american_scientific_journal-3128	244	1	the	the	DET
american_scientific_journal-3128	244	2	best	good	ADJ
american_scientific_journal-3128	244	3	result	result	NOUN
american_scientific_journal-3128	244	4	belongs	belong	VERB
american_scientific_journal-3128	244	5	to	to	ADP
american_scientific_journal-3128	244	6	114	114	NUM
american_scientific_journal-3128	244	7	and	and	CCONJ
american_scientific_journal-3128	244	8	190	190	NUM
american_scientific_journal-3128	244	9	features	feature	NOUN
american_scientific_journal-3128	244	10	.	.	PUNCT
american_scientific_journal-3128	245	1	table	table	NOUN
american_scientific_journal-3128	245	2	7	7	NUM
american_scientific_journal-3128	245	3	:	:	PUNCT
american_scientific_journal-3128	245	4	svm	svm	PROPN
american_scientific_journal-3128	245	5	rbf	rbf	PROPN
american_scientific_journal-3128	245	6	classification	classification	NOUN
american_scientific_journal-3128	245	7	values	value	NOUN
american_scientific_journal-3128	245	8	(	(	PUNCT
american_scientific_journal-3128	245	9	mse	mse	NOUN
american_scientific_journal-3128	245	10	,	,	PUNCT
american_scientific_journal-3128	245	11	precision	precision	NOUN
american_scientific_journal-3128	245	12	right	right	NOUN
american_scientific_journal-3128	245	13	and	and	CCONJ
american_scientific_journal-3128	245	14	left	leave	VERB
american_scientific_journal-3128	245	15	,	,	PUNCT
american_scientific_journal-3128	245	16	accuracy	accuracy	NOUN
american_scientific_journal-3128	245	17	)	)	PUNCT
american_scientific_journal-3128	245	18	for	for	ADP
american_scientific_journal-3128	245	19	six	six	NUM
american_scientific_journal-3128	245	20	feature	feature	NOUN
american_scientific_journal-3128	245	21	vectors	vector	NOUN
american_scientific_journal-3128	245	22	fv1	fv1	NOUN
american_scientific_journal-3128	245	23	=	=	SYM
american_scientific_journal-3128	245	24	6	6	NUM
american_scientific_journal-3128	246	1	fv2	fv2	NOUN
american_scientific_journal-3128	246	2	=	=	NUM
american_scientific_journal-3128	246	3	10	10	NUM
american_scientific_journal-3128	246	4	fv3	fv3	NOUN
american_scientific_journal-3128	246	5	=	=	SYM
american_scientific_journal-3128	246	6	60	60	NUM
american_scientific_journal-3128	246	7	fv4	fv4	NOUN
american_scientific_journal-3128	246	8	=	=	SYM
american_scientific_journal-3128	246	9	100	100	NUM
american_scientific_journal-3128	246	10	fv5	fv5	NOUN
american_scientific_journal-3128	246	11	=	=	SYM
american_scientific_journal-3128	246	12	114	114	NUM
american_scientific_journal-3128	246	13	fv6	fv6	NOUN
american_scientific_journal-3128	246	14	=	=	SYM
american_scientific_journal-3128	246	15	190	190	NUM
american_scientific_journal-3128	246	16	mse	mse	NOUN
american_scientific_journal-3128	246	17	0.00	0.00	NUM
american_scientific_journal-3128	246	18	0.00	0.00	NUM
american_scientific_journal-3128	246	19	0.00	0.00	NUM
american_scientific_journal-3128	246	20	0.00	0.00	NUM
american_scientific_journal-3128	246	21	0.08	0.08	NUM
american_scientific_journal-3128	246	22	0.00	0.00	NUM
american_scientific_journal-3128	246	23	precision	precision	NOUN
american_scientific_journal-3128	246	24	r	r	NOUN
american_scientific_journal-3128	246	25	0.00	0.00	NUM
american_scientific_journal-3128	246	26	nan	nan	PROPN
american_scientific_journal-3128	246	27	nan	nan	PROPN
american_scientific_journal-3128	246	28	nan	nan	PROPN
american_scientific_journal-3128	246	29	nan	nan	PROPN
american_scientific_journal-3128	246	30	nan	nan	PROPN
american_scientific_journal-3128	246	31	precision	precision	PROPN
american_scientific_journal-3128	246	32	l	l	PROPN
american_scientific_journal-3128	246	33	0.45	0.45	NUM
american_scientific_journal-3128	246	34	0.50	0.50	NUM
american_scientific_journal-3128	246	35	0.50	0.50	NUM
american_scientific_journal-3128	246	36	0.50	0.50	NUM
american_scientific_journal-3128	246	37	0.50	0.50	NUM
american_scientific_journal-3128	246	38	0.50	0.50	NUM
american_scientific_journal-3128	246	39	accuracy	accuracy	NOUN
american_scientific_journal-3128	246	40	0.42	0.42	NUM
american_scientific_journal-3128	246	41	0.50	0.50	NUM
american_scientific_journal-3128	246	42	0.50	0.50	NUM
american_scientific_journal-3128	246	43	0.50	0.50	NUM
american_scientific_journal-3128	246	44	0.50	0.50	NUM
american_scientific_journal-3128	246	45	0.50	0.50	NUM
american_scientific_journal-3128	246	46	american	american	PROPN
american_scientific_journal-3128	246	47	scientific	scientific	ADJ
american_scientific_journal-3128	246	48	research	research	NOUN
american_scientific_journal-3128	246	49	journal	journal	NOUN
american_scientific_journal-3128	246	50	for	for	ADP
american_scientific_journal-3128	246	51	engineering	engineering	NOUN
american_scientific_journal-3128	246	52	,	,	PUNCT
american_scientific_journal-3128	246	53	technology	technology	NOUN
american_scientific_journal-3128	246	54	,	,	PUNCT
american_scientific_journal-3128	246	55	and	and	CCONJ
american_scientific_journal-3128	246	56	sciences	science	NOUN
american_scientific_journal-3128	246	57	(	(	PUNCT
american_scientific_journal-3128	246	58	asrjets	asrjet	NOUN
american_scientific_journal-3128	246	59	)	)	PUNCT
american_scientific_journal-3128	246	60	(	(	PUNCT
american_scientific_journal-3128	246	61	2017	2017	NUM
american_scientific_journal-3128	246	62	)	)	PUNCT
american_scientific_journal-3128	246	63	volume	volume	NOUN
american_scientific_journal-3128	246	64	33	33	NUM
american_scientific_journal-3128	246	65	,	,	PUNCT
american_scientific_journal-3128	246	66	no	no	DET
american_scientific_journal-3128	246	67	1	1	NUM
american_scientific_journal-3128	246	68	,	,	PUNCT
american_scientific_journal-3128	246	69	pp	pp	ADV
american_scientific_journal-3128	246	70	124	124	NUM
american_scientific_journal-3128	246	71	-	-	SYM
american_scientific_journal-3128	246	72	145	145	NUM
american_scientific_journal-3128	246	73	140	140	NUM
american_scientific_journal-3128	246	74	as	as	SCONJ
american_scientific_journal-3128	246	75	is	be	AUX
american_scientific_journal-3128	246	76	imaged	image	VERB
american_scientific_journal-3128	246	77	in	in	ADP
american_scientific_journal-3128	246	78	figure	figure	NOUN
american_scientific_journal-3128	246	79	13	13	NUM
american_scientific_journal-3128	246	80	and	and	CCONJ
american_scientific_journal-3128	246	81	table	table	NOUN
american_scientific_journal-3128	246	82	7	7	NUM
american_scientific_journal-3128	246	83	,	,	PUNCT
american_scientific_journal-3128	246	84	not	not	PART
american_scientific_journal-3128	246	85	reliable	reliable	ADJ
american_scientific_journal-3128	246	86	and	and	CCONJ
american_scientific_journal-3128	246	87	trustable	trustable	ADJ
american_scientific_journal-3128	246	88	results	result	NOUN
american_scientific_journal-3128	246	89	were	be	AUX
american_scientific_journal-3128	246	90	obtained	obtain	VERB
american_scientific_journal-3128	246	91	from	from	ADP
american_scientific_journal-3128	246	92	svm	svm	PROPN
american_scientific_journal-3128	246	93	rbf	rbf	PROPN
american_scientific_journal-3128	246	94	.	.	PUNCT
american_scientific_journal-3128	247	1	it	it	PRON
american_scientific_journal-3128	247	2	might	might	AUX
american_scientific_journal-3128	247	3	be	be	AUX
american_scientific_journal-3128	247	4	justified	justify	VERB
american_scientific_journal-3128	247	5	that	that	SCONJ
american_scientific_journal-3128	247	6	,	,	PUNCT
american_scientific_journal-3128	247	7	although	although	SCONJ
american_scientific_journal-3128	247	8	the	the	DET
american_scientific_journal-3128	247	9	standard	standard	ADJ
american_scientific_journal-3128	247	10	and	and	CCONJ
american_scientific_journal-3128	247	11	complete	complete	ADJ
american_scientific_journal-3128	247	12	approach	approach	NOUN
american_scientific_journal-3128	247	13	was	be	AUX
american_scientific_journal-3128	247	14	performed	perform	VERB
american_scientific_journal-3128	247	15	for	for	ADP
american_scientific_journal-3128	247	16	svm	svm	PROPN
american_scientific_journal-3128	247	17	rbf	rbf	PROPN
american_scientific_journal-3128	247	18	(	(	PUNCT
american_scientific_journal-3128	247	19	i.e.	i.e.	X
american_scientific_journal-3128	247	20	grid	grid	NOUN
american_scientific_journal-3128	247	21	–	–	PUNCT
american_scientific_journal-3128	247	22	searching	search	VERB
american_scientific_journal-3128	247	23	)	)	PUNCT
american_scientific_journal-3128	247	24	,	,	PUNCT
american_scientific_journal-3128	247	25	the	the	DET
american_scientific_journal-3128	247	26	data	datum	NOUN
american_scientific_journal-3128	247	27	used	use	VERB
american_scientific_journal-3128	247	28	for	for	ADP
american_scientific_journal-3128	247	29	training	training	NOUN
american_scientific_journal-3128	247	30	were	be	AUX
american_scientific_journal-3128	247	31	not	not	PART
american_scientific_journal-3128	247	32	sufficient	sufficient	ADJ
american_scientific_journal-3128	247	33	and	and	CCONJ
american_scientific_journal-3128	247	34	could	could	AUX
american_scientific_journal-3128	247	35	not	not	PART
american_scientific_journal-3128	247	36	converge	converge	VERB
american_scientific_journal-3128	247	37	the	the	DET
american_scientific_journal-3128	247	38	designed	design	VERB
american_scientific_journal-3128	247	39	system	system	NOUN
american_scientific_journal-3128	247	40	to	to	ADP
american_scientific_journal-3128	247	41	a	a	DET
american_scientific_journal-3128	247	42	stable	stable	ADJ
american_scientific_journal-3128	247	43	point	point	NOUN
american_scientific_journal-3128	247	44	.	.	PUNCT
american_scientific_journal-3128	248	1	svm	svm	PROPN
american_scientific_journal-3128	248	2	rbf	rbf	PROPN
american_scientific_journal-3128	248	3	is	be	AUX
american_scientific_journal-3128	248	4	one	one	NUM
american_scientific_journal-3128	248	5	the	the	DET
american_scientific_journal-3128	248	6	most	most	ADV
american_scientific_journal-3128	248	7	complex	complex	ADJ
american_scientific_journal-3128	248	8	kernel	kernel	NOUN
american_scientific_journal-3128	248	9	functions	function	NOUN
american_scientific_journal-3128	248	10	in	in	ADP
american_scientific_journal-3128	248	11	machine	machine	NOUN
american_scientific_journal-3128	248	12	learning	learning	NOUN
american_scientific_journal-3128	248	13	,	,	PUNCT
american_scientific_journal-3128	248	14	which	which	PRON
american_scientific_journal-3128	248	15	is	be	AUX
american_scientific_journal-3128	248	16	highly	highly	ADV
american_scientific_journal-3128	248	17	sensitive	sensitive	ADJ
american_scientific_journal-3128	248	18	to	to	ADP
american_scientific_journal-3128	248	19	a	a	DET
american_scientific_journal-3128	248	20	number	number	NOUN
american_scientific_journal-3128	248	21	of	of	ADP
american_scientific_journal-3128	248	22	data	datum	NOUN
american_scientific_journal-3128	248	23	(	(	PUNCT
american_scientific_journal-3128	248	24	big	big	ADJ
american_scientific_journal-3128	248	25	feature	feature	NOUN
american_scientific_journal-3128	248	26	space	space	NOUN
american_scientific_journal-3128	248	27	)	)	PUNCT
american_scientific_journal-3128	248	28	.	.	PUNCT
american_scientific_journal-3128	249	1	generally	generally	ADV
american_scientific_journal-3128	249	2	,	,	PUNCT
american_scientific_journal-3128	249	3	one	one	NUM
american_scientific_journal-3128	249	4	of	of	ADP
american_scientific_journal-3128	249	5	the	the	DET
american_scientific_journal-3128	249	6	characteristics	characteristic	NOUN
american_scientific_journal-3128	249	7	of	of	ADP
american_scientific_journal-3128	249	8	svm	svm	PROPN
american_scientific_journal-3128	249	9	is	be	AUX
american_scientific_journal-3128	249	10	to	to	PART
american_scientific_journal-3128	249	11	have	have	VERB
american_scientific_journal-3128	249	12	a	a	DET
american_scientific_journal-3128	249	13	high	high	ADJ
american_scientific_journal-3128	249	14	sensitivity	sensitivity	NOUN
american_scientific_journal-3128	249	15	to	to	ADP
american_scientific_journal-3128	249	16	number	number	NOUN
american_scientific_journal-3128	249	17	of	of	ADP
american_scientific_journal-3128	249	18	data	datum	NOUN
american_scientific_journal-3128	249	19	and	and	CCONJ
american_scientific_journal-3128	249	20	feature	feature	NOUN
american_scientific_journal-3128	249	21	space	space	NOUN
american_scientific_journal-3128	249	22	.	.	PUNCT
american_scientific_journal-3128	250	1	thus	thus	ADV
american_scientific_journal-3128	250	2	,	,	PUNCT
american_scientific_journal-3128	250	3	it	it	PRON
american_scientific_journal-3128	250	4	is	be	AUX
american_scientific_journal-3128	250	5	recommended	recommend	VERB
american_scientific_journal-3128	250	6	to	to	PART
american_scientific_journal-3128	250	7	use	use	VERB
american_scientific_journal-3128	250	8	the	the	DET
american_scientific_journal-3128	250	9	svm	svm	NOUN
american_scientific_journal-3128	250	10	,	,	PUNCT
american_scientific_journal-3128	250	11	when	when	SCONJ
american_scientific_journal-3128	250	12	there	there	PRON
american_scientific_journal-3128	250	13	are	be	VERB
american_scientific_journal-3128	250	14	lots	lot	NOUN
american_scientific_journal-3128	250	15	of	of	ADP
american_scientific_journal-3128	250	16	data	datum	NOUN
american_scientific_journal-3128	250	17	for	for	ADP
american_scientific_journal-3128	250	18	training	training	NOUN
american_scientific_journal-3128	250	19	and	and	CCONJ
american_scientific_journal-3128	250	20	testing	testing	NOUN
american_scientific_journal-3128	250	21	.	.	PUNCT
american_scientific_journal-3128	251	1	4.4.3	4.4.3	NUM
american_scientific_journal-3128	251	2	.	.	PUNCT
american_scientific_journal-3128	251	3	artificial	artificial	ADJ
american_scientific_journal-3128	251	4	neural	neural	ADJ
american_scientific_journal-3128	251	5	network	network	NOUN
american_scientific_journal-3128	251	6	(	(	PUNCT
american_scientific_journal-3128	251	7	ann	ann	PROPN
american_scientific_journal-3128	251	8	):	):	PUNCT
american_scientific_journal-3128	251	9	results	result	VERB
american_scientific_journal-3128	251	10	artificial	artificial	ADJ
american_scientific_journal-3128	251	11	neural	neural	ADJ
american_scientific_journal-3128	251	12	network	network	NOUN
american_scientific_journal-3128	251	13	can	can	AUX
american_scientific_journal-3128	251	14	act	act	VERB
american_scientific_journal-3128	251	15	as	as	ADP
american_scientific_journal-3128	251	16	a	a	DET
american_scientific_journal-3128	251	17	predictive	predictive	ADJ
american_scientific_journal-3128	251	18	model	model	NOUN
american_scientific_journal-3128	251	19	,	,	PUNCT
american_scientific_journal-3128	251	20	as	as	ADV
american_scientific_journal-3128	251	21	well	well	ADV
american_scientific_journal-3128	251	22	as	as	ADP
american_scientific_journal-3128	251	23	a	a	DET
american_scientific_journal-3128	251	24	classifier	classifier	NOUN
american_scientific_journal-3128	251	25	method	method	NOUN
american_scientific_journal-3128	251	26	.	.	PUNCT
american_scientific_journal-3128	252	1	one	one	NUM
american_scientific_journal-3128	252	2	of	of	ADP
american_scientific_journal-3128	252	3	the	the	DET
american_scientific_journal-3128	252	4	advantages	advantage	NOUN
american_scientific_journal-3128	252	5	of	of	ADP
american_scientific_journal-3128	252	6	ann	ann	PROPN
american_scientific_journal-3128	252	7	to	to	PART
american_scientific_journal-3128	252	8	svm	svm	VERB
american_scientific_journal-3128	252	9	is	be	AUX
american_scientific_journal-3128	252	10	lower	low	ADJ
american_scientific_journal-3128	252	11	sensitivity	sensitivity	NOUN
american_scientific_journal-3128	252	12	to	to	ADP
american_scientific_journal-3128	252	13	number	number	NOUN
american_scientific_journal-3128	252	14	of	of	ADP
american_scientific_journal-3128	252	15	data	datum	NOUN
american_scientific_journal-3128	252	16	.	.	PUNCT
american_scientific_journal-3128	253	1	but	but	CCONJ
american_scientific_journal-3128	253	2	the	the	DET
american_scientific_journal-3128	253	3	whole	whole	ADJ
american_scientific_journal-3128	253	4	processing	processing	NOUN
american_scientific_journal-3128	253	5	steps	step	NOUN
american_scientific_journal-3128	253	6	takes	take	VERB
american_scientific_journal-3128	253	7	a	a	DET
american_scientific_journal-3128	253	8	long	long	ADJ
american_scientific_journal-3128	253	9	time	time	NOUN
american_scientific_journal-3128	253	10	.	.	PUNCT
american_scientific_journal-3128	254	1	in	in	ADP
american_scientific_journal-3128	254	2	ann	ann	PROPN
american_scientific_journal-3128	254	3	classification	classification	NOUN
american_scientific_journal-3128	254	4	,	,	PUNCT
american_scientific_journal-3128	254	5	it	it	PRON
american_scientific_journal-3128	254	6	is	be	AUX
american_scientific_journal-3128	254	7	mandatory	mandatory	ADJ
american_scientific_journal-3128	254	8	to	to	PART
american_scientific_journal-3128	254	9	define	define	VERB
american_scientific_journal-3128	254	10	a	a	DET
american_scientific_journal-3128	254	11	margin	margin	NOUN
american_scientific_journal-3128	254	12	based	base	VERB
american_scientific_journal-3128	254	13	on	on	ADP
american_scientific_journal-3128	254	14	a	a	DET
american_scientific_journal-3128	254	15	probability	probability	NOUN
american_scientific_journal-3128	254	16	for	for	ADP
american_scientific_journal-3128	254	17	the	the	DET
american_scientific_journal-3128	254	18	output	output	NOUN
american_scientific_journal-3128	254	19	of	of	ADP
american_scientific_journal-3128	254	20	network	network	NOUN
american_scientific_journal-3128	254	21	.	.	PUNCT
american_scientific_journal-3128	255	1	the	the	DET
american_scientific_journal-3128	255	2	output	output	NOUN
american_scientific_journal-3128	255	3	of	of	ADP
american_scientific_journal-3128	255	4	ann	ann	PROPN
american_scientific_journal-3128	255	5	is	be	AUX
american_scientific_journal-3128	255	6	not	not	PART
american_scientific_journal-3128	255	7	exactly	exactly	ADV
american_scientific_journal-3128	255	8	similar	similar	ADJ
american_scientific_journal-3128	255	9	to	to	ADP
american_scientific_journal-3128	255	10	the	the	DET
american_scientific_journal-3128	255	11	label	label	NOUN
american_scientific_journal-3128	255	12	of	of	ADP
american_scientific_journal-3128	255	13	test	test	NOUN
american_scientific_journal-3128	255	14	data	datum	NOUN
american_scientific_journal-3128	255	15	,	,	PUNCT
american_scientific_journal-3128	255	16	and	and	CCONJ
american_scientific_journal-3128	255	17	a	a	DET
american_scientific_journal-3128	255	18	small	small	ADJ
american_scientific_journal-3128	255	19	fluctuation	fluctuation	NOUN
american_scientific_journal-3128	255	20	is	be	AUX
american_scientific_journal-3128	255	21	often	often	ADV
american_scientific_journal-3128	255	22	seen	see	VERB
american_scientific_journal-3128	255	23	on	on	ADP
american_scientific_journal-3128	255	24	them	they	PRON
american_scientific_journal-3128	255	25	.	.	PUNCT
american_scientific_journal-3128	256	1	for	for	ADP
american_scientific_journal-3128	256	2	instance	instance	NOUN
american_scientific_journal-3128	256	3	,	,	PUNCT
american_scientific_journal-3128	256	4	ann	ann	PROPN
american_scientific_journal-3128	256	5	output	output	NOUN
american_scientific_journal-3128	256	6	based	base	VERB
american_scientific_journal-3128	256	7	on	on	ADP
american_scientific_journal-3128	256	8	label	label	NOUN
american_scientific_journal-3128	256	9	of	of	ADP
american_scientific_journal-3128	256	10	test	test	NOUN
american_scientific_journal-3128	256	11	data	datum	NOUN
american_scientific_journal-3128	256	12	,	,	PUNCT
american_scientific_journal-3128	256	13	which	which	PRON
american_scientific_journal-3128	256	14	is	be	AUX
american_scientific_journal-3128	256	15	equal	equal	ADJ
american_scientific_journal-3128	256	16	to	to	ADP
american_scientific_journal-3128	256	17	“	"	PUNCT
american_scientific_journal-3128	256	18	1	1	NUM
american_scientific_journal-3128	256	19	”	"	PUNCT
american_scientific_journal-3128	256	20	,	,	PUNCT
american_scientific_journal-3128	256	21	might	might	AUX
american_scientific_journal-3128	256	22	be	be	AUX
american_scientific_journal-3128	256	23	“	"	PUNCT
american_scientific_journal-3128	256	24	0.85	0.85	NUM
american_scientific_journal-3128	256	25	”	"	PUNCT
american_scientific_journal-3128	256	26	or	or	CCONJ
american_scientific_journal-3128	256	27	“	"	PUNCT
american_scientific_journal-3128	256	28	1.1	1.1	NUM
american_scientific_journal-3128	256	29	”	"	PUNCT
american_scientific_journal-3128	256	30	.	.	PUNCT
american_scientific_journal-3128	257	1	the	the	DET
american_scientific_journal-3128	257	2	label	label	NOUN
american_scientific_journal-3128	257	3	of	of	ADP
american_scientific_journal-3128	257	4	test	test	NOUN
american_scientific_journal-3128	257	5	data	datum	NOUN
american_scientific_journal-3128	257	6	(	(	PUNCT
american_scientific_journal-3128	257	7	and	and	CCONJ
american_scientific_journal-3128	257	8	train	train	NOUN
american_scientific_journal-3128	257	9	data	datum	NOUN
american_scientific_journal-3128	257	10	)	)	PUNCT
american_scientific_journal-3128	257	11	was	be	AUX
american_scientific_journal-3128	257	12	zero	zero	NUM
american_scientific_journal-3128	257	13	for	for	ADP
american_scientific_journal-3128	257	14	left	leave	VERB
american_scientific_journal-3128	257	15	and	and	CCONJ
american_scientific_journal-3128	257	16	one	one	NUM
american_scientific_journal-3128	257	17	for	for	ADP
american_scientific_journal-3128	257	18	right	right	ADJ
american_scientific_journal-3128	257	19	stimulation	stimulation	NOUN
american_scientific_journal-3128	257	20	.	.	PUNCT
american_scientific_journal-3128	258	1	thus	thus	ADV
american_scientific_journal-3128	258	2	,	,	PUNCT
american_scientific_journal-3128	258	3	a	a	DET
american_scientific_journal-3128	258	4	margin	margin	NOUN
american_scientific_journal-3128	258	5	of	of	ADP
american_scientific_journal-3128	258	6	0.505	0.505	NUM
american_scientific_journal-3128	258	7	was	be	AUX
american_scientific_journal-3128	258	8	considered	consider	VERB
american_scientific_journal-3128	258	9	to	to	PART
american_scientific_journal-3128	258	10	distinguish	distinguish	VERB
american_scientific_journal-3128	258	11	the	the	DET
american_scientific_journal-3128	258	12	labels	label	NOUN
american_scientific_journal-3128	258	13	from	from	ADP
american_scientific_journal-3128	258	14	ann	ann	PROPN
american_scientific_journal-3128	258	15	output	output	NOUN
american_scientific_journal-3128	258	16	.	.	PUNCT
american_scientific_journal-3128	259	1	equation	equation	NOUN
american_scientific_journal-3128	259	2	9	9	NUM
american_scientific_journal-3128	259	3	defines	define	VERB
american_scientific_journal-3128	259	4	the	the	DET
american_scientific_journal-3128	259	5	mentioned	mention	VERB
american_scientific_journal-3128	259	6	probability	probability	NOUN
american_scientific_journal-3128	259	7	:	:	PUNCT
american_scientific_journal-3128	259	8	𝐼𝐼𝑓𝑓	𝐼𝐼𝑓𝑓	PROPN
american_scientific_journal-3128	259	9	𝑌𝑌	𝑌𝑌	PROPN
american_scientific_journal-3128	259	10	�	�	PROPN
american_scientific_journal-3128	259	11	≥	≥	NUM
american_scientific_journal-3128	259	12	0.505	0.505	NUM
american_scientific_journal-3128	259	13	→	→	SYM
american_scientific_journal-3128	259	14	𝑌𝑌	𝑌𝑌	PROPN
american_scientific_journal-3128	259	15	=	=	SYM
american_scientific_journal-3128	260	1	1	1	NUM
american_scientific_journal-3128	260	2	<	<	X
american_scientific_journal-3128	260	3	0.505	0.505	NUM
american_scientific_journal-3128	260	4	→	→	SYM
american_scientific_journal-3128	260	5	𝑌𝑌	𝑌𝑌	PROPN
american_scientific_journal-3128	260	6	=	=	SYM
american_scientific_journal-3128	260	7	0	0	NUM
american_scientific_journal-3128	260	8	equation	equation	NOUN
american_scientific_journal-3128	260	9	9	9	NUM
american_scientific_journal-3128	260	10	:	:	PUNCT
american_scientific_journal-3128	260	11	probability	probability	NOUN
american_scientific_journal-3128	260	12	for	for	ADP
american_scientific_journal-3128	260	13	finding	find	VERB
american_scientific_journal-3128	260	14	labels	label	NOUN
american_scientific_journal-3128	260	15	from	from	ADP
american_scientific_journal-3128	260	16	ann	ann	PROPN
american_scientific_journal-3128	260	17	output	output	NOUN
american_scientific_journal-3128	260	18	where	where	SCONJ
american_scientific_journal-3128	260	19	“	"	PUNCT
american_scientific_journal-3128	260	20	y	y	PROPN
american_scientific_journal-3128	260	21	”	"	PUNCT
american_scientific_journal-3128	260	22	presents	present	VERB
american_scientific_journal-3128	260	23	one	one	NUM
american_scientific_journal-3128	260	24	value	value	NOUN
american_scientific_journal-3128	260	25	of	of	ADP
american_scientific_journal-3128	260	26	ann	ann	PROPN
american_scientific_journal-3128	260	27	output	output	NOUN
american_scientific_journal-3128	260	28	.	.	PUNCT
american_scientific_journal-3128	261	1	this	this	DET
american_scientific_journal-3128	261	2	probability	probability	NOUN
american_scientific_journal-3128	261	3	converts	convert	VERB
american_scientific_journal-3128	261	4	one	one	NUM
american_scientific_journal-3128	261	5	value	value	NOUN
american_scientific_journal-3128	261	6	in	in	ADP
american_scientific_journal-3128	261	7	ann	ann	PROPN
american_scientific_journal-3128	261	8	output	output	NOUN
american_scientific_journal-3128	261	9	to	to	ADP
american_scientific_journal-3128	261	10	one	one	NUM
american_scientific_journal-3128	261	11	label	label	NOUN
american_scientific_journal-3128	261	12	.	.	PUNCT
american_scientific_journal-3128	262	1	the	the	DET
american_scientific_journal-3128	262	2	margin	margin	NOUN
american_scientific_journal-3128	262	3	value	value	NOUN
american_scientific_journal-3128	262	4	was	be	AUX
american_scientific_journal-3128	262	5	selected	select	VERB
american_scientific_journal-3128	262	6	according	accord	VERB
american_scientific_journal-3128	262	7	to	to	ADP
american_scientific_journal-3128	262	8	experience	experience	NOUN
american_scientific_journal-3128	262	9	.	.	PUNCT
american_scientific_journal-3128	263	1	like	like	ADP
american_scientific_journal-3128	263	2	k	k	PROPN
american_scientific_journal-3128	263	3	–	–	PUNCT
american_scientific_journal-3128	263	4	nn	nn	PROPN
american_scientific_journal-3128	263	5	and	and	CCONJ
american_scientific_journal-3128	263	6	svm	svm	ADJ
american_scientific_journal-3128	263	7	classification	classification	NOUN
american_scientific_journal-3128	263	8	,	,	PUNCT
american_scientific_journal-3128	263	9	the	the	DET
american_scientific_journal-3128	263	10	whole	whole	ADJ
american_scientific_journal-3128	263	11	process	process	NOUN
american_scientific_journal-3128	263	12	was	be	AUX
american_scientific_journal-3128	263	13	repeated	repeat	VERB
american_scientific_journal-3128	263	14	five	five	NUM
american_scientific_journal-3128	263	15	times	time	NOUN
american_scientific_journal-3128	263	16	for	for	ADP
american_scientific_journal-3128	263	17	all	all	DET
american_scientific_journal-3128	263	18	feature	feature	NOUN
american_scientific_journal-3128	263	19	vectors	vector	NOUN
american_scientific_journal-3128	263	20	by	by	ADP
american_scientific_journal-3128	263	21	a	a	DET
american_scientific_journal-3128	263	22	feed	feed	NOUN
american_scientific_journal-3128	263	23	-	-	PUNCT
american_scientific_journal-3128	263	24	forward	forward	NOUN
american_scientific_journal-3128	263	25	back	back	ADJ
american_scientific_journal-3128	263	26	-	-	PUNCT
american_scientific_journal-3128	263	27	propagation	propagation	NOUN
american_scientific_journal-3128	263	28	network	network	NOUN
american_scientific_journal-3128	263	29	,	,	PUNCT
american_scientific_journal-3128	263	30	but	but	CCONJ
american_scientific_journal-3128	263	31	to	to	PART
american_scientific_journal-3128	263	32	avoid	avoid	VERB
american_scientific_journal-3128	263	33	report	report	NOUN
american_scientific_journal-3128	263	34	complexity	complexity	NOUN
american_scientific_journal-3128	263	35	the	the	DET
american_scientific_journal-3128	263	36	discussion	discussion	NOUN
american_scientific_journal-3128	263	37	will	will	AUX
american_scientific_journal-3128	263	38	be	be	AUX
american_scientific_journal-3128	263	39	done	do	VERB
american_scientific_journal-3128	263	40	on	on	ADP
american_scientific_journal-3128	263	41	the	the	DET
american_scientific_journal-3128	263	42	most	most	ADV
american_scientific_journal-3128	263	43	acceptable	acceptable	ADJ
american_scientific_journal-3128	263	44	result	result	NOUN
american_scientific_journal-3128	263	45	(	(	PUNCT
american_scientific_journal-3128	263	46	figure	figure	NOUN
american_scientific_journal-3128	263	47	14	14	NUM
american_scientific_journal-3128	263	48	)	)	PUNCT
american_scientific_journal-3128	263	49	.	.	PUNCT
american_scientific_journal-3128	264	1	figure	figure	VERB
american_scientific_journal-3128	264	2	14	14	NUM
american_scientific_journal-3128	264	3	:	:	PUNCT
american_scientific_journal-3128	264	4	svm	svm	VERB
american_scientific_journal-3128	264	5	classification	classification	NOUN
american_scientific_journal-3128	264	6	was	be	AUX
american_scientific_journal-3128	264	7	repeated	repeat	VERB
american_scientific_journal-3128	264	8	5	5	NUM
american_scientific_journal-3128	264	9	times	time	NOUN
american_scientific_journal-3128	264	10	for	for	ADP
american_scientific_journal-3128	264	11	6	6	NUM
american_scientific_journal-3128	264	12	feature	feature	NOUN
american_scientific_journal-3128	264	13	vectors	vector	NOUN
american_scientific_journal-3128	264	14	.	.	PUNCT
american_scientific_journal-3128	265	1	all	all	DET
american_scientific_journal-3128	265	2	related	relate	VERB
american_scientific_journal-3128	265	3	accuracies	accuracy	NOUN
american_scientific_journal-3128	265	4	are	be	AUX
american_scientific_journal-3128	265	5	shown	show	VERB
american_scientific_journal-3128	265	6	above	above	ADP
american_scientific_journal-3128	265	7	.	.	PUNCT
american_scientific_journal-3128	266	1	the	the	DET
american_scientific_journal-3128	266	2	discussion	discussion	NOUN
american_scientific_journal-3128	266	3	on	on	ADP
american_scientific_journal-3128	266	4	results	result	NOUN
american_scientific_journal-3128	266	5	will	will	AUX
american_scientific_journal-3128	266	6	be	be	AUX
american_scientific_journal-3128	266	7	kept	keep	VERB
american_scientific_journal-3128	266	8	on	on	ADP
american_scientific_journal-3128	266	9	the	the	DET
american_scientific_journal-3128	266	10	first	first	ADJ
american_scientific_journal-3128	266	11	experiment	experiment	NOUN
american_scientific_journal-3128	266	12	.	.	PUNCT
american_scientific_journal-3128	267	1	(	(	PUNCT
american_scientific_journal-3128	267	2	the	the	DET
american_scientific_journal-3128	267	3	first	first	ADJ
american_scientific_journal-3128	267	4	train	train	NOUN
american_scientific_journal-3128	267	5	and	and	CCONJ
american_scientific_journal-3128	267	6	test	test	NOUN
american_scientific_journal-3128	267	7	data	datum	NOUN
american_scientific_journal-3128	267	8	set	set	VERB
american_scientific_journal-3128	267	9	)	)	PUNCT
american_scientific_journal-3128	267	10	american	american	ADJ
american_scientific_journal-3128	267	11	scientific	scientific	ADJ
american_scientific_journal-3128	267	12	research	research	NOUN
american_scientific_journal-3128	267	13	journal	journal	NOUN
american_scientific_journal-3128	267	14	for	for	ADP
american_scientific_journal-3128	267	15	engineering	engineering	NOUN
american_scientific_journal-3128	267	16	,	,	PUNCT
american_scientific_journal-3128	267	17	technology	technology	NOUN
american_scientific_journal-3128	267	18	,	,	PUNCT
american_scientific_journal-3128	267	19	and	and	CCONJ
american_scientific_journal-3128	267	20	sciences	science	NOUN
american_scientific_journal-3128	267	21	(	(	PUNCT
american_scientific_journal-3128	267	22	asrjets	asrjet	NOUN
american_scientific_journal-3128	267	23	)	)	PUNCT
american_scientific_journal-3128	267	24	(	(	PUNCT
american_scientific_journal-3128	267	25	2017	2017	NUM
american_scientific_journal-3128	267	26	)	)	PUNCT
american_scientific_journal-3128	267	27	volume	volume	NOUN
american_scientific_journal-3128	267	28	33	33	NUM
american_scientific_journal-3128	267	29	,	,	PUNCT
american_scientific_journal-3128	267	30	no	no	DET
american_scientific_journal-3128	267	31	1	1	NUM
american_scientific_journal-3128	267	32	,	,	PUNCT
american_scientific_journal-3128	267	33	pp	pp	ADV
american_scientific_journal-3128	267	34	124	124	NUM
american_scientific_journal-3128	267	35	-	-	SYM
american_scientific_journal-3128	267	36	145	145	NUM
american_scientific_journal-3128	267	37	141	141	NUM
american_scientific_journal-3128	267	38	4.4.3.1	4.4.3.1	NUM
american_scientific_journal-3128	267	39	.	.	PUNCT
american_scientific_journal-3128	267	40	cross	cross	NOUN
american_scientific_journal-3128	267	41	validation	validation	NOUN
american_scientific_journal-3128	267	42	in	in	ADP
american_scientific_journal-3128	267	43	order	order	NOUN
american_scientific_journal-3128	267	44	to	to	PART
american_scientific_journal-3128	267	45	find	find	VERB
american_scientific_journal-3128	267	46	the	the	DET
american_scientific_journal-3128	267	47	best	good	ADJ
american_scientific_journal-3128	267	48	structure	structure	NOUN
american_scientific_journal-3128	267	49	for	for	ADP
american_scientific_journal-3128	267	50	ann	ann	PROPN
american_scientific_journal-3128	267	51	in	in	ADP
american_scientific_journal-3128	267	52	this	this	DET
american_scientific_journal-3128	267	53	work	work	NOUN
american_scientific_journal-3128	267	54	,	,	PUNCT
american_scientific_journal-3128	267	55	the	the	DET
american_scientific_journal-3128	267	56	cross	cross	NOUN
american_scientific_journal-3128	267	57	validation	validation	NOUN
american_scientific_journal-3128	267	58	on	on	ADP
american_scientific_journal-3128	267	59	number	number	NOUN
american_scientific_journal-3128	267	60	of	of	ADP
american_scientific_journal-3128	267	61	layers	layer	NOUN
american_scientific_journal-3128	267	62	and	and	CCONJ
american_scientific_journal-3128	267	63	neurons	neuron	NOUN
american_scientific_journal-3128	267	64	was	be	AUX
american_scientific_journal-3128	267	65	performed	perform	VERB
american_scientific_journal-3128	267	66	.	.	PUNCT
american_scientific_journal-3128	268	1	according	accord	VERB
american_scientific_journal-3128	268	2	to	to	ADP
american_scientific_journal-3128	268	3	literature	literature	NOUN
american_scientific_journal-3128	268	4	,	,	PUNCT
american_scientific_journal-3128	268	5	the	the	DET
american_scientific_journal-3128	268	6	number	number	NOUN
american_scientific_journal-3128	268	7	of	of	ADP
american_scientific_journal-3128	268	8	hidden	hidden	ADJ
american_scientific_journal-3128	268	9	layers	layer	NOUN
american_scientific_journal-3128	268	10	changed	change	VERB
american_scientific_journal-3128	268	11	from	from	ADP
american_scientific_journal-3128	268	12	one	one	NUM
american_scientific_journal-3128	268	13	to	to	ADP
american_scientific_journal-3128	268	14	three	three	NUM
american_scientific_journal-3128	268	15	,	,	PUNCT
american_scientific_journal-3128	268	16	while	while	SCONJ
american_scientific_journal-3128	268	17	the	the	DET
american_scientific_journal-3128	268	18	number	number	NOUN
american_scientific_journal-3128	268	19	of	of	ADP
american_scientific_journal-3128	268	20	neurons	neuron	NOUN
american_scientific_journal-3128	268	21	changed	change	VERB
american_scientific_journal-3128	268	22	from	from	ADP
american_scientific_journal-3128	268	23	three	three	NUM
american_scientific_journal-3128	268	24	to	to	PART
american_scientific_journal-3128	268	25	six	six	NUM
american_scientific_journal-3128	268	26	.	.	PUNCT
american_scientific_journal-3128	269	1	it	it	PRON
american_scientific_journal-3128	269	2	means	mean	VERB
american_scientific_journal-3128	269	3	that	that	SCONJ
american_scientific_journal-3128	269	4	for	for	ADP
american_scientific_journal-3128	269	5	each	each	DET
american_scientific_journal-3128	269	6	feature	feature	NOUN
american_scientific_journal-3128	269	7	vector	vector	NOUN
american_scientific_journal-3128	269	8	,	,	PUNCT
american_scientific_journal-3128	269	9	12	12	NUM
american_scientific_journal-3128	269	10	tests	test	NOUN
american_scientific_journal-3128	269	11	were	be	AUX
american_scientific_journal-3128	269	12	implemented	implement	VERB
american_scientific_journal-3128	269	13	to	to	PART
american_scientific_journal-3128	269	14	find	find	VERB
american_scientific_journal-3128	269	15	the	the	DET
american_scientific_journal-3128	269	16	best	good	ADJ
american_scientific_journal-3128	269	17	network	network	NOUN
american_scientific_journal-3128	269	18	structure	structure	NOUN
american_scientific_journal-3128	269	19	showed	show	VERB
american_scientific_journal-3128	269	20	in	in	ADP
american_scientific_journal-3128	269	21	figures	figure	NOUN
american_scientific_journal-3128	269	22	below	below	ADV
american_scientific_journal-3128	269	23	.	.	PUNCT
american_scientific_journal-3128	270	1	figure	figure	VERB
american_scientific_journal-3128	270	2	15	15	NUM
american_scientific_journal-3128	270	3	:	:	PUNCT
american_scientific_journal-3128	270	4	cross	cross	VERB
american_scientific_journal-3128	270	5	validation	validation	NOUN
american_scientific_journal-3128	270	6	–	–	PUNCT
american_scientific_journal-3128	270	7	one	one	NUM
american_scientific_journal-3128	270	8	,	,	PUNCT
american_scientific_journal-3128	270	9	two	two	NUM
american_scientific_journal-3128	270	10	and	and	CCONJ
american_scientific_journal-3128	270	11	three	three	NUM
american_scientific_journal-3128	270	12	layers	layer	NOUN
american_scientific_journal-3128	270	13	over	over	ADP
american_scientific_journal-3128	270	14	three	three	NUM
american_scientific_journal-3128	270	15	to	to	PART
american_scientific_journal-3128	270	16	six	six	NUM
american_scientific_journal-3128	270	17	neurons	neuron	NOUN
american_scientific_journal-3128	270	18	(	(	PUNCT
american_scientific_journal-3128	270	19	vertical	vertical	ADJ
american_scientific_journal-3128	270	20	axis	axis	NOUN
american_scientific_journal-3128	270	21	:	:	PUNCT
american_scientific_journal-3128	270	22	mse	mse	PROPN
american_scientific_journal-3128	270	23	,	,	PUNCT
american_scientific_journal-3128	270	24	horizontal	horizontal	ADJ
american_scientific_journal-3128	270	25	axis	axis	NOUN
american_scientific_journal-3128	270	26	:	:	PUNCT
american_scientific_journal-3128	270	27	number	number	NOUN
american_scientific_journal-3128	270	28	of	of	ADP
american_scientific_journal-3128	270	29	neurons	neuron	NOUN
american_scientific_journal-3128	270	30	)	)	PUNCT
american_scientific_journal-3128	270	31	blue	blue	NOUN
american_scientific_journal-3128	270	32	:	:	PUNCT
american_scientific_journal-3128	270	33	1	1	NUM
american_scientific_journal-3128	270	34	layer	layer	NOUN
american_scientific_journal-3128	270	35	,	,	PUNCT
american_scientific_journal-3128	270	36	green	green	ADJ
american_scientific_journal-3128	270	37	:	:	PUNCT
american_scientific_journal-3128	270	38	2	2	NUM
american_scientific_journal-3128	270	39	layers	layer	NOUN
american_scientific_journal-3128	270	40	and	and	CCONJ
american_scientific_journal-3128	270	41	red	red	ADJ
american_scientific_journal-3128	270	42	:	:	PUNCT
american_scientific_journal-3128	270	43	3	3	NUM
american_scientific_journal-3128	270	44	layers	layer	NOUN
american_scientific_journal-3128	270	45	.	.	PUNCT
american_scientific_journal-3128	271	1	the	the	DET
american_scientific_journal-3128	271	2	min	min	PROPN
american_scientific_journal-3128	271	3	of	of	ADP
american_scientific_journal-3128	271	4	mse	mse	PROPN
american_scientific_journal-3128	271	5	happens	happen	VERB
american_scientific_journal-3128	271	6	to	to	ADP
american_scientific_journal-3128	271	7	3	3	NUM
american_scientific_journal-3128	271	8	layers	layer	NOUN
american_scientific_journal-3128	271	9	with	with	ADP
american_scientific_journal-3128	271	10	4	4	NUM
american_scientific_journal-3128	271	11	neurons	neuron	NOUN
american_scientific_journal-3128	271	12	.	.	PUNCT
american_scientific_journal-3128	272	1	figure	figure	NOUN
american_scientific_journal-3128	272	2	16	16	NUM
american_scientific_journal-3128	272	3	:	:	PUNCT
american_scientific_journal-3128	272	4	neural	neural	ADJ
american_scientific_journal-3128	272	5	network	network	NOUN
american_scientific_journal-3128	272	6	training	training	NOUN
american_scientific_journal-3128	272	7	figure	figure	NOUN
american_scientific_journal-3128	272	8	17	17	NUM
american_scientific_journal-3128	272	9	:	:	PUNCT
american_scientific_journal-3128	272	10	the	the	DET
american_scientific_journal-3128	272	11	structure	structure	NOUN
american_scientific_journal-3128	272	12	above	above	ADV
american_scientific_journal-3128	272	13	(	(	PUNCT
american_scientific_journal-3128	272	14	feed	feed	NOUN
american_scientific_journal-3128	272	15	-	-	PUNCT
american_scientific_journal-3128	272	16	forward	forward	NOUN
american_scientific_journal-3128	272	17	back	back	NOUN
american_scientific_journal-3128	272	18	-	-	PUNCT
american_scientific_journal-3128	272	19	propagation	propagation	NOUN
american_scientific_journal-3128	272	20	3	3	NUM
american_scientific_journal-3128	272	21	layers	layer	NOUN
american_scientific_journal-3128	272	22	4	4	NUM
american_scientific_journal-3128	272	23	neurons	neuron	NOUN
american_scientific_journal-3128	272	24	)	)	PUNCT
american_scientific_journal-3128	272	25	was	be	AUX
american_scientific_journal-3128	272	26	found	find	VERB
american_scientific_journal-3128	272	27	in	in	ADP
american_scientific_journal-3128	272	28	most	most	ADJ
american_scientific_journal-3128	272	29	cross	cross	VERB
american_scientific_journal-3128	272	30	validation	validation	NOUN
american_scientific_journal-3128	272	31	cases	case	NOUN
american_scientific_journal-3128	272	32	as	as	ADP
american_scientific_journal-3128	272	33	the	the	DET
american_scientific_journal-3128	272	34	best	good	ADJ
american_scientific_journal-3128	272	35	one	one	NOUN
american_scientific_journal-3128	272	36	minimizing	minimize	VERB
american_scientific_journal-3128	272	37	the	the	DET
american_scientific_journal-3128	272	38	mse	mse	NOUN
american_scientific_journal-3128	272	39	of	of	ADP
american_scientific_journal-3128	272	40	test	test	NOUN
american_scientific_journal-3128	272	41	data	datum	NOUN
american_scientific_journal-3128	272	42	.	.	PUNCT
american_scientific_journal-3128	273	1	american	american	PROPN
american_scientific_journal-3128	273	2	scientific	scientific	ADJ
american_scientific_journal-3128	273	3	research	research	PROPN
american_scientific_journal-3128	273	4	journal	journal	NOUN
american_scientific_journal-3128	273	5	for	for	ADP
american_scientific_journal-3128	273	6	engineering	engineering	NOUN
american_scientific_journal-3128	273	7	,	,	PUNCT
american_scientific_journal-3128	273	8	technology	technology	NOUN
american_scientific_journal-3128	273	9	,	,	PUNCT
american_scientific_journal-3128	273	10	and	and	CCONJ
american_scientific_journal-3128	273	11	sciences	science	NOUN
american_scientific_journal-3128	273	12	(	(	PUNCT
american_scientific_journal-3128	273	13	asrjets	asrjet	NOUN
american_scientific_journal-3128	273	14	)	)	PUNCT
american_scientific_journal-3128	273	15	(	(	PUNCT
american_scientific_journal-3128	273	16	2017	2017	NUM
american_scientific_journal-3128	273	17	)	)	PUNCT
american_scientific_journal-3128	273	18	volume	volume	NOUN
american_scientific_journal-3128	273	19	33	33	NUM
american_scientific_journal-3128	273	20	,	,	PUNCT
american_scientific_journal-3128	273	21	no	no	DET
american_scientific_journal-3128	273	22	1	1	NUM
american_scientific_journal-3128	273	23	,	,	PUNCT
american_scientific_journal-3128	273	24	pp	pp	ADV
american_scientific_journal-3128	273	25	124	124	NUM
american_scientific_journal-3128	273	26	-	-	SYM
american_scientific_journal-3128	273	27	145	145	NUM
american_scientific_journal-3128	273	28	142	142	NUM
american_scientific_journal-3128	273	29	figure	figure	NOUN
american_scientific_journal-3128	273	30	18	18	NUM
american_scientific_journal-3128	273	31	:	:	PUNCT
american_scientific_journal-3128	273	32	mse	mse	NOUN
american_scientific_journal-3128	273	33	(	(	PUNCT
american_scientific_journal-3128	273	34	top	top	ADJ
american_scientific_journal-3128	273	35	)	)	PUNCT
american_scientific_journal-3128	273	36	and	and	CCONJ
american_scientific_journal-3128	273	37	accuracy	accuracy	NOUN
american_scientific_journal-3128	273	38	(	(	PUNCT
american_scientific_journal-3128	273	39	bottom	bottom	NOUN
american_scientific_journal-3128	273	40	)	)	PUNCT
american_scientific_journal-3128	273	41	for	for	ADP
american_scientific_journal-3128	273	42	six	six	NUM
american_scientific_journal-3128	273	43	experiments	experiment	NOUN
american_scientific_journal-3128	273	44	including	include	VERB
american_scientific_journal-3128	273	45	6	6	NUM
american_scientific_journal-3128	273	46	,	,	PUNCT
american_scientific_journal-3128	273	47	10	10	NUM
american_scientific_journal-3128	273	48	,	,	PUNCT
american_scientific_journal-3128	273	49	60	60	NUM
american_scientific_journal-3128	273	50	,	,	PUNCT
american_scientific_journal-3128	273	51	100	100	NUM
american_scientific_journal-3128	273	52	,	,	PUNCT
american_scientific_journal-3128	273	53	114	114	NUM
american_scientific_journal-3128	273	54	and	and	CCONJ
american_scientific_journal-3128	273	55	190	190	NUM
american_scientific_journal-3128	273	56	features	feature	NOUN
american_scientific_journal-3128	273	57	.	.	PUNCT
american_scientific_journal-3128	274	1	the	the	DET
american_scientific_journal-3128	274	2	best	good	ADJ
american_scientific_journal-3128	274	3	result	result	NOUN
american_scientific_journal-3128	274	4	belongs	belong	VERB
american_scientific_journal-3128	274	5	to	to	ADP
american_scientific_journal-3128	274	6	114	114	NUM
american_scientific_journal-3128	274	7	and	and	CCONJ
american_scientific_journal-3128	274	8	190	190	NUM
american_scientific_journal-3128	274	9	features	feature	NOUN
american_scientific_journal-3128	274	10	.	.	PUNCT
american_scientific_journal-3128	275	1	table	table	NOUN
american_scientific_journal-3128	275	2	8	8	NUM
american_scientific_journal-3128	275	3	:	:	PUNCT
american_scientific_journal-3128	275	4	neural	neural	ADJ
american_scientific_journal-3128	275	5	network	network	NOUN
american_scientific_journal-3128	275	6	classification	classification	NOUN
american_scientific_journal-3128	275	7	values	value	NOUN
american_scientific_journal-3128	275	8	(	(	PUNCT
american_scientific_journal-3128	275	9	mse	mse	NOUN
american_scientific_journal-3128	275	10	,	,	PUNCT
american_scientific_journal-3128	275	11	precision	precision	NOUN
american_scientific_journal-3128	275	12	right	right	NOUN
american_scientific_journal-3128	275	13	and	and	CCONJ
american_scientific_journal-3128	275	14	left	leave	VERB
american_scientific_journal-3128	275	15	,	,	PUNCT
american_scientific_journal-3128	275	16	accuracy	accuracy	NOUN
american_scientific_journal-3128	275	17	)	)	PUNCT
american_scientific_journal-3128	275	18	for	for	ADP
american_scientific_journal-3128	275	19	six	six	NUM
american_scientific_journal-3128	275	20	feature	feature	NOUN
american_scientific_journal-3128	275	21	vectors	vector	NOUN
american_scientific_journal-3128	275	22	fv1	fv1	NOUN
american_scientific_journal-3128	275	23	=	=	SYM
american_scientific_journal-3128	275	24	6	6	NUM
american_scientific_journal-3128	275	25	fv2	fv2	NOUN
american_scientific_journal-3128	275	26	=	=	NUM
american_scientific_journal-3128	275	27	10	10	NUM
american_scientific_journal-3128	275	28	fv3	fv3	NOUN
american_scientific_journal-3128	275	29	=	=	SYM
american_scientific_journal-3128	276	1	60	60	NUM
american_scientific_journal-3128	276	2	fv4	fv4	NOUN
american_scientific_journal-3128	276	3	=	=	SYM
american_scientific_journal-3128	276	4	100	100	NUM
american_scientific_journal-3128	276	5	fv5	fv5	NOUN
american_scientific_journal-3128	276	6	=	=	SYM
american_scientific_journal-3128	276	7	114	114	NUM
american_scientific_journal-3128	276	8	fv6	fv6	NOUN
american_scientific_journal-3128	276	9	=	=	SYM
american_scientific_journal-3128	276	10	190	190	NUM
american_scientific_journal-3128	276	11	mse	mse	NOUN
american_scientific_journal-3128	276	12	0.43	0.43	NUM
american_scientific_journal-3128	276	13	0.25	0.25	NUM
american_scientific_journal-3128	276	14	0.31	0.31	NUM
american_scientific_journal-3128	276	15	0.30	0.30	NUM
american_scientific_journal-3128	276	16	0.11	0.11	NUM
american_scientific_journal-3128	276	17	0.47	0.47	NUM
american_scientific_journal-3128	276	18	accuracy	accuracy	NOUN
american_scientific_journal-3128	276	19	0.667	0.667	NUM
american_scientific_journal-3128	276	20	0.750	0.750	NUM
american_scientific_journal-3128	276	21	0.667	0.667	NUM
american_scientific_journal-3128	276	22	0.667	0.667	NUM
american_scientific_journal-3128	276	23	0.833	0.833	NUM
american_scientific_journal-3128	276	24	0.500	0.500	NUM
american_scientific_journal-3128	276	25	the	the	DET
american_scientific_journal-3128	276	26	results	result	NOUN
american_scientific_journal-3128	276	27	of	of	ADP
american_scientific_journal-3128	276	28	ann	ann	PROPN
american_scientific_journal-3128	276	29	classification	classification	NOUN
american_scientific_journal-3128	276	30	(	(	PUNCT
american_scientific_journal-3128	276	31	table	table	NOUN
american_scientific_journal-3128	276	32	8)	8)	NUM
american_scientific_journal-3128	276	33	reveal	reveal	VERB
american_scientific_journal-3128	276	34	that	that	SCONJ
american_scientific_journal-3128	276	35	the	the	DET
american_scientific_journal-3128	276	36	best	good	ADJ
american_scientific_journal-3128	276	37	accuracy	accuracy	NOUN
american_scientific_journal-3128	276	38	happens	happen	VERB
american_scientific_journal-3128	276	39	when	when	SCONJ
american_scientific_journal-3128	276	40	fv	fv	X
american_scientific_journal-3128	276	41	=	=	SYM
american_scientific_journal-3128	276	42	114	114	NUM
american_scientific_journal-3128	276	43	features	feature	NOUN
american_scientific_journal-3128	276	44	.	.	PUNCT
american_scientific_journal-3128	277	1	as	as	SCONJ
american_scientific_journal-3128	277	2	mentioned	mention	VERB
american_scientific_journal-3128	277	3	before	before	ADV
american_scientific_journal-3128	277	4	,	,	PUNCT
american_scientific_journal-3128	277	5	fv	fv	PROPN
american_scientific_journal-3128	277	6	=	=	SYM
american_scientific_journal-3128	277	7	114	114	NUM
american_scientific_journal-3128	277	8	is	be	AUX
american_scientific_journal-3128	277	9	related	relate	VERB
american_scientific_journal-3128	277	10	to	to	PART
american_scientific_journal-3128	277	11	feature	feature	VERB
american_scientific_journal-3128	277	12	extraction	extraction	NOUN
american_scientific_journal-3128	277	13	with	with	ADP
american_scientific_journal-3128	277	14	a	a	DET
american_scientific_journal-3128	277	15	moving	move	VERB
american_scientific_journal-3128	277	16	window	window	NOUN
american_scientific_journal-3128	277	17	(	(	PUNCT
american_scientific_journal-3128	277	18	50	50	NUM
american_scientific_journal-3128	277	19	%	%	NOUN
american_scientific_journal-3128	277	20	overlap	overlap	NOUN
american_scientific_journal-3128	277	21	)	)	PUNCT
american_scientific_journal-3128	277	22	while	while	SCONJ
american_scientific_journal-3128	277	23	the	the	DET
american_scientific_journal-3128	277	24	mean	mean	ADJ
american_scientific_journal-3128	277	25	and	and	CCONJ
american_scientific_journal-3128	277	26	standard	standard	ADJ
american_scientific_journal-3128	277	27	deviation	deviation	NOUN
american_scientific_journal-3128	277	28	of	of	ADP
american_scientific_journal-3128	277	29	welch	welch	PROPN
american_scientific_journal-3128	277	30	psd	psd	PROPN
american_scientific_journal-3128	277	31	of	of	ADP
american_scientific_journal-3128	277	32	alpha	alpha	PROPN
american_scientific_journal-3128	277	33	,	,	PUNCT
american_scientific_journal-3128	277	34	beta-1	beta-1	NUM
american_scientific_journal-3128	277	35	and	and	CCONJ
american_scientific_journal-3128	277	36	beta-2	beta-2	PROPN
american_scientific_journal-3128	277	37	were	be	AUX
american_scientific_journal-3128	277	38	considered	consider	VERB
american_scientific_journal-3128	277	39	as	as	ADP
american_scientific_journal-3128	277	40	features	feature	NOUN
american_scientific_journal-3128	277	41	.	.	PUNCT
american_scientific_journal-3128	278	1	4.5	4.5	NUM
american_scientific_journal-3128	278	2	.	.	PUNCT
american_scientific_journal-3128	279	1	classifiers	classifier	NOUN
american_scientific_journal-3128	279	2	comparison	comparison	NOUN
american_scientific_journal-3128	279	3	and	and	CCONJ
american_scientific_journal-3128	279	4	discussion	discussion	NOUN
american_scientific_journal-3128	279	5	the	the	DET
american_scientific_journal-3128	279	6	results	result	NOUN
american_scientific_journal-3128	279	7	below	below	ADV
american_scientific_journal-3128	279	8	revealed	reveal	VERB
american_scientific_journal-3128	279	9	that	that	SCONJ
american_scientific_journal-3128	279	10	the	the	DET
american_scientific_journal-3128	279	11	5th	5th	ADJ
american_scientific_journal-3128	279	12	feature	feature	NOUN
american_scientific_journal-3128	279	13	vector	vector	NOUN
american_scientific_journal-3128	279	14	which	which	PRON
american_scientific_journal-3128	279	15	was	be	AUX
american_scientific_journal-3128	279	16	performed	perform	VERB
american_scientific_journal-3128	279	17	by	by	ADP
american_scientific_journal-3128	279	18	calculating	calculate	VERB
american_scientific_journal-3128	279	19	the	the	DET
american_scientific_journal-3128	279	20	mean	mean	ADJ
american_scientific_journal-3128	279	21	and	and	CCONJ
american_scientific_journal-3128	279	22	standard	standard	ADJ
american_scientific_journal-3128	279	23	deviation	deviation	NOUN
american_scientific_journal-3128	279	24	of	of	ADP
american_scientific_journal-3128	279	25	α	α	NOUN
american_scientific_journal-3128	279	26	,	,	PUNCT
american_scientific_journal-3128	279	27	β1	β1	PROPN
american_scientific_journal-3128	279	28	and	and	CCONJ
american_scientific_journal-3128	279	29	β2	β2	NOUN
american_scientific_journal-3128	279	30	based	base	VERB
american_scientific_journal-3128	279	31	on	on	ADP
american_scientific_journal-3128	279	32	a	a	DET
american_scientific_journal-3128	279	33	moving	move	VERB
american_scientific_journal-3128	279	34	window	window	NOUN
american_scientific_journal-3128	279	35	with	with	ADP
american_scientific_journal-3128	279	36	50	50	NUM
american_scientific_journal-3128	279	37	%	%	NOUN
american_scientific_journal-3128	279	38	overlap	overlap	NOUN
american_scientific_journal-3128	279	39	,	,	PUNCT
american_scientific_journal-3128	279	40	achieved	achieve	VERB
american_scientific_journal-3128	279	41	the	the	DET
american_scientific_journal-3128	279	42	highest	high	ADJ
american_scientific_journal-3128	279	43	accuracy	accuracy	NOUN
american_scientific_journal-3128	279	44	and	and	CCONJ
american_scientific_journal-3128	279	45	the	the	DET
american_scientific_journal-3128	279	46	lowest	low	ADJ
american_scientific_journal-3128	279	47	mse	mse	NOUN
american_scientific_journal-3128	279	48	in	in	ADP
american_scientific_journal-3128	279	49	all	all	DET
american_scientific_journal-3128	279	50	classification	classification	NOUN
american_scientific_journal-3128	279	51	methods	method	NOUN
american_scientific_journal-3128	279	52	except	except	SCONJ
american_scientific_journal-3128	279	53	svm	svm	PROPN
american_scientific_journal-3128	279	54	–	–	PUNCT
american_scientific_journal-3128	279	55	rbf	rbf	PROPN
american_scientific_journal-3128	279	56	.	.	PUNCT
american_scientific_journal-3128	280	1	thus	thus	ADV
american_scientific_journal-3128	280	2	,	,	PUNCT
american_scientific_journal-3128	280	3	based	base	VERB
american_scientific_journal-3128	280	4	on	on	ADP
american_scientific_journal-3128	280	5	these	these	DET
american_scientific_journal-3128	280	6	eeg	eeg	NOUN
american_scientific_journal-3128	280	7	signals	signal	NOUN
american_scientific_journal-3128	280	8	,	,	PUNCT
american_scientific_journal-3128	280	9	motor	motor	NOUN
american_scientific_journal-3128	280	10	cortex	cortex	NOUN
american_scientific_journal-3128	280	11	stimulation	stimulation	NOUN
american_scientific_journal-3128	280	12	had	have	VERB
american_scientific_journal-3128	280	13	significant	significant	ADJ
american_scientific_journal-3128	280	14	effect	effect	NOUN
american_scientific_journal-3128	280	15	on	on	ADP
american_scientific_journal-3128	280	16	α	α	NOUN
american_scientific_journal-3128	280	17	,	,	PUNCT
american_scientific_journal-3128	280	18	β1	β1	PROPN
american_scientific_journal-3128	280	19	and	and	CCONJ
american_scientific_journal-3128	280	20	β2	β2	NOUN
american_scientific_journal-3128	280	21	,	,	PUNCT
american_scientific_journal-3128	280	22	as	as	SCONJ
american_scientific_journal-3128	280	23	expected	expect	VERB
american_scientific_journal-3128	280	24	.	.	PUNCT
american_scientific_journal-3128	281	1	among	among	ADP
american_scientific_journal-3128	281	2	classifiers	classifier	NOUN
american_scientific_journal-3128	281	3	the	the	DET
american_scientific_journal-3128	281	4	most	most	ADV
american_scientific_journal-3128	281	5	reliable	reliable	ADJ
american_scientific_journal-3128	281	6	results	result	NOUN
american_scientific_journal-3128	281	7	were	be	AUX
american_scientific_journal-3128	281	8	obtained	obtain	VERB
american_scientific_journal-3128	281	9	by	by	ADP
american_scientific_journal-3128	281	10	artificial	artificial	ADJ
american_scientific_journal-3128	281	11	neural	neural	ADJ
american_scientific_journal-3128	281	12	network	network	NOUN
american_scientific_journal-3128	281	13	,	,	PUNCT
american_scientific_journal-3128	281	14	since	since	SCONJ
american_scientific_journal-3128	281	15	it	it	PRON
american_scientific_journal-3128	281	16	showed	show	VERB
american_scientific_journal-3128	281	17	a	a	DET
american_scientific_journal-3128	281	18	lower	low	ADJ
american_scientific_journal-3128	281	19	sensitivity	sensitivity	NOUN
american_scientific_journal-3128	281	20	to	to	ADP
american_scientific_journal-3128	281	21	number	number	NOUN
american_scientific_journal-3128	281	22	of	of	ADP
american_scientific_journal-3128	281	23	data	datum	NOUN
american_scientific_journal-3128	281	24	and	and	CCONJ
american_scientific_journal-3128	281	25	having	have	VERB
american_scientific_journal-3128	281	26	an	an	DET
american_scientific_journal-3128	281	27	enough	enough	ADJ
american_scientific_journal-3128	281	28	complex	complex	ADJ
american_scientific_journal-3128	281	29	network	network	NOUN
american_scientific_journal-3128	281	30	to	to	PART
american_scientific_journal-3128	281	31	find	find	VERB
american_scientific_journal-3128	281	32	the	the	DET
american_scientific_journal-3128	281	33	pattern	pattern	NOUN
american_scientific_journal-3128	281	34	from	from	ADP
american_scientific_journal-3128	281	35	data	datum	NOUN
american_scientific_journal-3128	281	36	.	.	PUNCT
american_scientific_journal-3128	282	1	in	in	ADP
american_scientific_journal-3128	282	2	some	some	DET
american_scientific_journal-3128	282	3	outputs	output	NOUN
american_scientific_journal-3128	282	4	,	,	PUNCT
american_scientific_journal-3128	282	5	feature	feature	NOUN
american_scientific_journal-3128	282	6	vectors	vector	NOUN
american_scientific_journal-3128	282	7	based	base	VERB
american_scientific_journal-3128	282	8	on	on	ADP
american_scientific_journal-3128	282	9	six	six	NUM
american_scientific_journal-3128	282	10	features	feature	NOUN
american_scientific_journal-3128	282	11	showed	show	VERB
american_scientific_journal-3128	282	12	a	a	DET
american_scientific_journal-3128	282	13	better	well	ADJ
american_scientific_journal-3128	282	14	relationship	relationship	NOUN
american_scientific_journal-3128	282	15	with	with	ADP
american_scientific_journal-3128	282	16	linear	linear	ADJ
american_scientific_journal-3128	282	17	networks	network	NOUN
american_scientific_journal-3128	282	18	such	such	ADJ
american_scientific_journal-3128	282	19	as	as	ADP
american_scientific_journal-3128	282	20	svm	svm	ADJ
american_scientific_journal-3128	282	21	–	–	PUNCT
american_scientific_journal-3128	282	22	linear	linear	ADJ
american_scientific_journal-3128	282	23	,	,	PUNCT
american_scientific_journal-3128	282	24	while	while	SCONJ
american_scientific_journal-3128	282	25	10	10	NUM
american_scientific_journal-3128	282	26	features	feature	NOUN
american_scientific_journal-3128	282	27	exposed	expose	VERB
american_scientific_journal-3128	282	28	a	a	DET
american_scientific_journal-3128	282	29	better	well	ADJ
american_scientific_journal-3128	282	30	performance	performance	NOUN
american_scientific_journal-3128	282	31	with	with	ADP
american_scientific_journal-3128	282	32	more	more	ADJ
american_scientific_journal-3128	282	33	complex	complex	ADJ
american_scientific_journal-3128	282	34	classifier	classifier	NOUN
american_scientific_journal-3128	282	35	such	such	ADJ
american_scientific_journal-3128	282	36	as	as	ADP
american_scientific_journal-3128	282	37	svm	svm	ADJ
american_scientific_journal-3128	282	38	–	–	PUNCT
american_scientific_journal-3128	282	39	quadratic	quadratic	ADJ
american_scientific_journal-3128	282	40	.	.	PUNCT
american_scientific_journal-3128	283	1	on	on	ADP
american_scientific_journal-3128	283	2	the	the	DET
american_scientific_journal-3128	283	3	other	other	ADJ
american_scientific_journal-3128	283	4	hand	hand	NOUN
american_scientific_journal-3128	283	5	,	,	PUNCT
american_scientific_journal-3128	283	6	based	base	VERB
american_scientific_journal-3128	283	7	on	on	ADP
american_scientific_journal-3128	283	8	these	these	DET
american_scientific_journal-3128	283	9	data	datum	NOUN
american_scientific_journal-3128	283	10	,	,	PUNCT
american_scientific_journal-3128	283	11	there	there	PRON
american_scientific_journal-3128	283	12	was	be	VERB
american_scientific_journal-3128	283	13	no	no	DET
american_scientific_journal-3128	283	14	significant	significant	ADJ
american_scientific_journal-3128	283	15	effect	effect	NOUN
american_scientific_journal-3128	283	16	of	of	ADP
american_scientific_journal-3128	283	17	delta	delta	NOUN
american_scientific_journal-3128	283	18	and	and	CCONJ
american_scientific_journal-3128	283	19	theta	theta	NOUN
american_scientific_journal-3128	283	20	component	component	NOUN
american_scientific_journal-3128	283	21	on	on	ADP
american_scientific_journal-3128	283	22	this	this	DET
american_scientific_journal-3128	283	23	classification	classification	NOUN
american_scientific_journal-3128	283	24	.	.	PUNCT
american_scientific_journal-3128	284	1	as	as	SCONJ
american_scientific_journal-3128	284	2	mentioned	mention	VERB
american_scientific_journal-3128	284	3	in	in	ADP
american_scientific_journal-3128	284	4	the	the	DET
american_scientific_journal-3128	284	5	theory	theory	NOUN
american_scientific_journal-3128	284	6	chapter	chapter	NOUN
american_scientific_journal-3128	284	7	,	,	PUNCT
american_scientific_journal-3128	284	8	the	the	DET
american_scientific_journal-3128	284	9	complex	complex	ADJ
american_scientific_journal-3128	284	10	kernel	kernel	NOUN
american_scientific_journal-3128	284	11	functions	function	NOUN
american_scientific_journal-3128	284	12	,	,	PUNCT
american_scientific_journal-3128	284	13	such	such	ADJ
american_scientific_journal-3128	284	14	as	as	ADP
american_scientific_journal-3128	284	15	rbf	rbf	PROPN
american_scientific_journal-3128	284	16	,	,	PUNCT
american_scientific_journal-3128	284	17	are	be	AUX
american_scientific_journal-3128	284	18	sensitive	sensitive	ADJ
american_scientific_journal-3128	284	19	to	to	ADP
american_scientific_journal-3128	284	20	a	a	DET
american_scientific_journal-3128	284	21	large	large	ADJ
american_scientific_journal-3128	284	22	number	number	NOUN
american_scientific_journal-3128	284	23	of	of	ADP
american_scientific_journal-3128	284	24	data	datum	NOUN
american_scientific_journal-3128	284	25	.	.	PUNCT
american_scientific_journal-3128	285	1	svm	svm	PROPN
american_scientific_journal-3128	285	2	–	–	PUNCT
american_scientific_journal-3128	285	3	rbf	rbf	PROPN
american_scientific_journal-3128	285	4	could	could	AUX
american_scientific_journal-3128	285	5	american	american	VERB
american_scientific_journal-3128	285	6	scientific	scientific	ADJ
american_scientific_journal-3128	285	7	research	research	NOUN
american_scientific_journal-3128	285	8	journal	journal	NOUN
american_scientific_journal-3128	285	9	for	for	ADP
american_scientific_journal-3128	285	10	engineering	engineering	NOUN
american_scientific_journal-3128	285	11	,	,	PUNCT
american_scientific_journal-3128	285	12	technology	technology	NOUN
american_scientific_journal-3128	285	13	,	,	PUNCT
american_scientific_journal-3128	285	14	and	and	CCONJ
american_scientific_journal-3128	285	15	sciences	science	NOUN
american_scientific_journal-3128	285	16	(	(	PUNCT
american_scientific_journal-3128	285	17	asrjets	asrjet	NOUN
american_scientific_journal-3128	285	18	)	)	PUNCT
american_scientific_journal-3128	285	19	(	(	PUNCT
american_scientific_journal-3128	285	20	2017	2017	NUM
american_scientific_journal-3128	285	21	)	)	PUNCT
american_scientific_journal-3128	285	22	volume	volume	NOUN
american_scientific_journal-3128	285	23	33	33	NUM
american_scientific_journal-3128	285	24	,	,	PUNCT
american_scientific_journal-3128	285	25	no	no	DET
american_scientific_journal-3128	285	26	1	1	NUM
american_scientific_journal-3128	285	27	,	,	PUNCT
american_scientific_journal-3128	285	28	pp	pp	ADV
american_scientific_journal-3128	285	29	124	124	NUM
american_scientific_journal-3128	285	30	-	-	SYM
american_scientific_journal-3128	285	31	145	145	NUM
american_scientific_journal-3128	285	32	143	143	NUM
american_scientific_journal-3128	285	33	not	not	PART
american_scientific_journal-3128	285	34	be	be	AUX
american_scientific_journal-3128	285	35	trained	train	VERB
american_scientific_journal-3128	285	36	well	well	ADV
american_scientific_journal-3128	285	37	,	,	PUNCT
american_scientific_journal-3128	285	38	and	and	CCONJ
american_scientific_journal-3128	285	39	did	do	AUX
american_scientific_journal-3128	285	40	not	not	PART
american_scientific_journal-3128	285	41	show	show	VERB
american_scientific_journal-3128	285	42	a	a	DET
american_scientific_journal-3128	285	43	reasonable	reasonable	ADJ
american_scientific_journal-3128	285	44	performance	performance	NOUN
american_scientific_journal-3128	285	45	.	.	PUNCT
american_scientific_journal-3128	286	1	so	so	ADV
american_scientific_journal-3128	286	2	,	,	PUNCT
american_scientific_journal-3128	286	3	its	its	PRON
american_scientific_journal-3128	286	4	results	result	NOUN
american_scientific_journal-3128	286	5	could	could	AUX
american_scientific_journal-3128	286	6	not	not	PART
american_scientific_journal-3128	286	7	be	be	AUX
american_scientific_journal-3128	286	8	trusted	trust	VERB
american_scientific_journal-3128	286	9	in	in	ADP
american_scientific_journal-3128	286	10	this	this	DET
american_scientific_journal-3128	286	11	work	work	NOUN
american_scientific_journal-3128	286	12	.	.	PUNCT
american_scientific_journal-3128	287	1	the	the	DET
american_scientific_journal-3128	287	2	general	general	ADJ
american_scientific_journal-3128	287	3	trend	trend	NOUN
american_scientific_journal-3128	287	4	would	would	AUX
american_scientific_journal-3128	287	5	be	be	AUX
american_scientific_journal-3128	287	6	towards	towards	ADP
american_scientific_journal-3128	287	7	larger	large	ADJ
american_scientific_journal-3128	287	8	feature	feature	NOUN
american_scientific_journal-3128	287	9	space	space	NOUN
american_scientific_journal-3128	287	10	.	.	PUNCT
american_scientific_journal-3128	288	1	it	it	PRON
american_scientific_journal-3128	288	2	means	mean	VERB
american_scientific_journal-3128	288	3	that	that	SCONJ
american_scientific_journal-3128	288	4	online	online	ADJ
american_scientific_journal-3128	288	5	feature	feature	NOUN
american_scientific_journal-3128	288	6	extraction	extraction	NOUN
american_scientific_journal-3128	288	7	could	could	AUX
american_scientific_journal-3128	288	8	be	be	AUX
american_scientific_journal-3128	288	9	a	a	DET
american_scientific_journal-3128	288	10	better	well	ADJ
american_scientific_journal-3128	288	11	option	option	NOUN
american_scientific_journal-3128	288	12	.	.	PUNCT
american_scientific_journal-3128	289	1	the	the	DET
american_scientific_journal-3128	289	2	k	k	PROPN
american_scientific_journal-3128	289	3	–	–	PUNCT
american_scientific_journal-3128	289	4	nn	nn	ADP
american_scientific_journal-3128	289	5	classification	classification	NOUN
american_scientific_journal-3128	289	6	was	be	AUX
american_scientific_journal-3128	289	7	the	the	DET
american_scientific_journal-3128	289	8	fastest	fast	ADJ
american_scientific_journal-3128	289	9	approach	approach	NOUN
american_scientific_journal-3128	289	10	as	as	SCONJ
american_scientific_journal-3128	289	11	expected	expect	VERB
american_scientific_journal-3128	289	12	.	.	PUNCT
american_scientific_journal-3128	290	1	svm	svm	PROPN
american_scientific_journal-3128	290	2	and	and	CCONJ
american_scientific_journal-3128	290	3	ann	ann	PROPN
american_scientific_journal-3128	290	4	were	be	AUX
american_scientific_journal-3128	290	5	in	in	ADP
american_scientific_journal-3128	290	6	the	the	DET
american_scientific_journal-3128	290	7	second	second	ADJ
american_scientific_journal-3128	290	8	and	and	CCONJ
american_scientific_journal-3128	290	9	third	third	ADJ
american_scientific_journal-3128	290	10	place	place	NOUN
american_scientific_journal-3128	290	11	,	,	PUNCT
american_scientific_journal-3128	290	12	respectively	respectively	ADV
american_scientific_journal-3128	290	13	.	.	PUNCT
american_scientific_journal-3128	291	1	the	the	DET
american_scientific_journal-3128	291	2	cross	cross	NOUN
american_scientific_journal-3128	291	3	validation	validation	NOUN
american_scientific_journal-3128	291	4	of	of	ADP
american_scientific_journal-3128	291	5	ann	ann	PROPN
american_scientific_journal-3128	291	6	took	take	VERB
american_scientific_journal-3128	291	7	long	long	ADJ
american_scientific_journal-3128	291	8	time	time	NOUN
american_scientific_journal-3128	291	9	while	while	SCONJ
american_scientific_journal-3128	291	10	grid	grid	NOUN
american_scientific_journal-3128	291	11	–	–	PUNCT
american_scientific_journal-3128	291	12	searching	search	VERB
american_scientific_journal-3128	291	13	of	of	ADP
american_scientific_journal-3128	291	14	svm	svm	PROPN
american_scientific_journal-3128	291	15	was	be	AUX
american_scientific_journal-3128	291	16	done	do	VERB
american_scientific_journal-3128	291	17	quicker	quick	ADV
american_scientific_journal-3128	291	18	.	.	PUNCT
american_scientific_journal-3128	292	1	figure	figure	VERB
american_scientific_journal-3128	292	2	19	19	NUM
american_scientific_journal-3128	292	3	:	:	PUNCT
american_scientific_journal-3128	292	4	the	the	DET
american_scientific_journal-3128	292	5	mean	mean	NOUN
american_scientific_journal-3128	292	6	squared	square	VERB
american_scientific_journal-3128	292	7	error	error	NOUN
american_scientific_journal-3128	292	8	comparison	comparison	NOUN
american_scientific_journal-3128	292	9	between	between	ADP
american_scientific_journal-3128	292	10	k	k	PROPN
american_scientific_journal-3128	292	11	-	-	PUNCT
american_scientific_journal-3128	292	12	nn	nn	ADJ
american_scientific_journal-3128	292	13	,	,	PUNCT
american_scientific_journal-3128	292	14	svm	svm	ADJ
american_scientific_journal-3128	292	15	-	-	ADJ
american_scientific_journal-3128	292	16	linear	linear	ADJ
american_scientific_journal-3128	292	17	,	,	PUNCT
american_scientific_journal-3128	292	18	svm	svm	ADJ
american_scientific_journal-3128	292	19	-	-	ADJ
american_scientific_journal-3128	292	20	quadratic	quadratic	ADJ
american_scientific_journal-3128	292	21	,	,	PUNCT
american_scientific_journal-3128	292	22	svm	svm	PROPN
american_scientific_journal-3128	292	23	-	-	PUNCT
american_scientific_journal-3128	292	24	rbf	rbf	PROPN
american_scientific_journal-3128	292	25	and	and	CCONJ
american_scientific_journal-3128	292	26	ann	ann	PROPN
american_scientific_journal-3128	292	27	classification	classification	NOUN
american_scientific_journal-3128	292	28	figure	figure	NOUN
american_scientific_journal-3128	292	29	20	20	NUM
american_scientific_journal-3128	292	30	:	:	PUNCT
american_scientific_journal-3128	292	31	the	the	DET
american_scientific_journal-3128	292	32	accuracy	accuracy	NOUN
american_scientific_journal-3128	292	33	comparison	comparison	NOUN
american_scientific_journal-3128	292	34	between	between	ADP
american_scientific_journal-3128	292	35	k	k	PROPN
american_scientific_journal-3128	292	36	-	-	PUNCT
american_scientific_journal-3128	292	37	nn	nn	ADJ
american_scientific_journal-3128	292	38	,	,	PUNCT
american_scientific_journal-3128	292	39	svm	svm	ADJ
american_scientific_journal-3128	292	40	-	-	ADJ
american_scientific_journal-3128	292	41	linear	linear	ADJ
american_scientific_journal-3128	292	42	,	,	PUNCT
american_scientific_journal-3128	292	43	svm	svm	ADJ
american_scientific_journal-3128	292	44	-	-	ADJ
american_scientific_journal-3128	292	45	quadratic	quadratic	ADJ
american_scientific_journal-3128	292	46	,	,	PUNCT
american_scientific_journal-3128	292	47	svm	svm	PROPN
american_scientific_journal-3128	292	48	-	-	PUNCT
american_scientific_journal-3128	292	49	rbf	rbf	PROPN
american_scientific_journal-3128	292	50	and	and	CCONJ
american_scientific_journal-3128	292	51	ann	ann	PROPN
american_scientific_journal-3128	292	52	classification	classification	NOUN
american_scientific_journal-3128	292	53	5	5	NUM
american_scientific_journal-3128	292	54	.	.	PUNCT
american_scientific_journal-3128	293	1	conclusion	conclusion	NOUN
american_scientific_journal-3128	293	2	eeg	eeg	PROPN
american_scientific_journal-3128	293	3	-	-	PUNCT
american_scientific_journal-3128	293	4	based	base	VERB
american_scientific_journal-3128	293	5	movement	movement	NOUN
american_scientific_journal-3128	293	6	imagery	imagery	NOUN
american_scientific_journal-3128	293	7	classification	classification	NOUN
american_scientific_journal-3128	293	8	is	be	AUX
american_scientific_journal-3128	293	9	one	one	NUM
american_scientific_journal-3128	293	10	of	of	ADP
american_scientific_journal-3128	293	11	the	the	DET
american_scientific_journal-3128	293	12	basic	basic	ADJ
american_scientific_journal-3128	293	13	concepts	concept	NOUN
american_scientific_journal-3128	293	14	used	use	VERB
american_scientific_journal-3128	293	15	in	in	ADP
american_scientific_journal-3128	293	16	the	the	DET
american_scientific_journal-3128	293	17	brain	brain	NOUN
american_scientific_journal-3128	293	18	computer	computer	NOUN
american_scientific_journal-3128	293	19	interface	interface	NOUN
american_scientific_journal-3128	293	20	systems	system	NOUN
american_scientific_journal-3128	293	21	.	.	PUNCT
american_scientific_journal-3128	294	1	several	several	ADJ
american_scientific_journal-3128	294	2	signal	signal	ADJ
american_scientific_journal-3128	294	3	processing	processing	NOUN
american_scientific_journal-3128	294	4	methods	method	NOUN
american_scientific_journal-3128	294	5	such	such	ADJ
american_scientific_journal-3128	294	6	as	as	ADP
american_scientific_journal-3128	294	7	erd	erd	NOUN
american_scientific_journal-3128	294	8	–	–	PUNCT
american_scientific_journal-3128	294	9	ers	er	NOUN
american_scientific_journal-3128	294	10	,	,	PUNCT
american_scientific_journal-3128	294	11	welch	welch	PROPN
american_scientific_journal-3128	294	12	psd	psd	PROPN
american_scientific_journal-3128	294	13	,	,	PUNCT
american_scientific_journal-3128	294	14	independent	independent	ADJ
american_scientific_journal-3128	294	15	component	component	NOUN
american_scientific_journal-3128	294	16	analysis	analysis	NOUN
american_scientific_journal-3128	294	17	,	,	PUNCT
american_scientific_journal-3128	294	18	etc	etc	X
american_scientific_journal-3128	294	19	.	.	X
american_scientific_journal-3128	294	20	are	be	AUX
american_scientific_journal-3128	294	21	used	use	VERB
american_scientific_journal-3128	294	22	in	in	ADP
american_scientific_journal-3128	294	23	the	the	DET
american_scientific_journal-3128	294	24	bci	bci	PROPN
american_scientific_journal-3128	294	25	.	.	PUNCT
american_scientific_journal-3128	295	1	this	this	DET
american_scientific_journal-3128	295	2	course	course	NOUN
american_scientific_journal-3128	295	3	project	project	NOUN
american_scientific_journal-3128	295	4	was	be	AUX
american_scientific_journal-3128	295	5	performed	perform	VERB
american_scientific_journal-3128	295	6	by	by	ADP
american_scientific_journal-3128	295	7	welch	welch	PROPN
american_scientific_journal-3128	295	8	psd	psd	PROPN
american_scientific_journal-3128	295	9	based	base	VERB
american_scientific_journal-3128	295	10	on	on	ADP
american_scientific_journal-3128	295	11	mean	mean	NOUN
american_scientific_journal-3128	295	12	and	and	CCONJ
american_scientific_journal-3128	295	13	standard	standard	ADJ
american_scientific_journal-3128	295	14	deviation	deviation	NOUN
american_scientific_journal-3128	295	15	of	of	ADP
american_scientific_journal-3128	295	16	eeg	eeg	NOUN
american_scientific_journal-3128	295	17	components	component	NOUN
american_scientific_journal-3128	295	18	,	,	PUNCT
american_scientific_journal-3128	295	19	which	which	PRON
american_scientific_journal-3128	295	20	involved	involve	VERB
american_scientific_journal-3128	295	21	motor	motor	NOUN
american_scientific_journal-3128	295	22	cortex	cortex	NOUN
american_scientific_journal-3128	295	23	stimulation	stimulation	NOUN
american_scientific_journal-3128	295	24	(	(	PUNCT
american_scientific_journal-3128	295	25	delta	delta	NOUN
american_scientific_journal-3128	295	26	–	–	PUNCT
american_scientific_journal-3128	295	27	theta	theta	NOUN
american_scientific_journal-3128	295	28	–	–	PUNCT
american_scientific_journal-3128	295	29	alpha	alpha	NOUN
american_scientific_journal-3128	295	30	–	–	PUNCT
american_scientific_journal-3128	295	31	beta	beta	NOUN
american_scientific_journal-3128	295	32	1	1	NUM
american_scientific_journal-3128	295	33	–	–	PUNCT
american_scientific_journal-3128	295	34	beta	beta	NOUN
american_scientific_journal-3128	295	35	2	2	NUM
american_scientific_journal-3128	295	36	)	)	PUNCT
american_scientific_journal-3128	295	37	.	.	PUNCT
american_scientific_journal-3128	296	1	k	k	PROPN
american_scientific_journal-3128	296	2	–	–	PUNCT
american_scientific_journal-3128	296	3	nn	nn	PROPN
american_scientific_journal-3128	296	4	,	,	PUNCT
american_scientific_journal-3128	296	5	three	three	NUM
american_scientific_journal-3128	296	6	types	type	NOUN
american_scientific_journal-3128	296	7	of	of	ADP
american_scientific_journal-3128	296	8	svm	svm	NOUN
american_scientific_journal-3128	296	9	,	,	PUNCT
american_scientific_journal-3128	296	10	and	and	CCONJ
american_scientific_journal-3128	296	11	ann	ann	PROPN
american_scientific_journal-3128	296	12	were	be	AUX
american_scientific_journal-3128	296	13	trained	train	VERB
american_scientific_journal-3128	296	14	by	by	ADP
american_scientific_journal-3128	296	15	feature	feature	NOUN
american_scientific_journal-3128	296	16	vectors	vector	NOUN
american_scientific_journal-3128	296	17	of	of	ADP
american_scientific_journal-3128	296	18	the	the	DET
american_scientific_journal-3128	296	19	mentioned	mention	VERB
american_scientific_journal-3128	296	20	eeg	eeg	NOUN
american_scientific_journal-3128	296	21	components	component	NOUN
american_scientific_journal-3128	296	22	.	.	PUNCT
american_scientific_journal-3128	297	1	because	because	SCONJ
american_scientific_journal-3128	297	2	of	of	ADP
american_scientific_journal-3128	297	3	the	the	DET
american_scientific_journal-3128	297	4	data	datum	NOUN
american_scientific_journal-3128	297	5	set	set	VERB
american_scientific_journal-3128	297	6	used	use	VERB
american_scientific_journal-3128	297	7	in	in	ADP
american_scientific_journal-3128	297	8	this	this	DET
american_scientific_journal-3128	297	9	work	work	NOUN
american_scientific_journal-3128	297	10	,	,	PUNCT
american_scientific_journal-3128	297	11	the	the	DET
american_scientific_journal-3128	297	12	overall	overall	ADJ
american_scientific_journal-3128	297	13	accuracy	accuracy	NOUN
american_scientific_journal-3128	297	14	70.5	70.5	NUM
american_scientific_journal-3128	297	15	%	%	NOUN
american_scientific_journal-3128	297	16	(	(	PUNCT
american_scientific_journal-3128	297	17	which	which	PRON
american_scientific_journal-3128	297	18	was	be	AUX
american_scientific_journal-3128	297	19	calculated	calculate	VERB
american_scientific_journal-3128	297	20	by	by	ADP
american_scientific_journal-3128	297	21	american	american	ADJ
american_scientific_journal-3128	297	22	scientific	scientific	PROPN
american_scientific_journal-3128	297	23	research	research	PROPN
american_scientific_journal-3128	297	24	journal	journal	NOUN
american_scientific_journal-3128	297	25	for	for	ADP
american_scientific_journal-3128	297	26	engineering	engineering	NOUN
american_scientific_journal-3128	297	27	,	,	PUNCT
american_scientific_journal-3128	297	28	technology	technology	NOUN
american_scientific_journal-3128	297	29	,	,	PUNCT
american_scientific_journal-3128	297	30	and	and	CCONJ
american_scientific_journal-3128	297	31	sciences	science	NOUN
american_scientific_journal-3128	297	32	(	(	PUNCT
american_scientific_journal-3128	297	33	asrjets	asrjet	NOUN
american_scientific_journal-3128	297	34	)	)	PUNCT
american_scientific_journal-3128	297	35	(	(	PUNCT
american_scientific_journal-3128	297	36	2017	2017	NUM
american_scientific_journal-3128	297	37	)	)	PUNCT
american_scientific_journal-3128	297	38	volume	volume	NOUN
american_scientific_journal-3128	297	39	33	33	NUM
american_scientific_journal-3128	297	40	,	,	PUNCT
american_scientific_journal-3128	297	41	no	no	DET
american_scientific_journal-3128	297	42	1	1	NUM
american_scientific_journal-3128	297	43	,	,	PUNCT
american_scientific_journal-3128	297	44	pp	pp	ADV
american_scientific_journal-3128	297	45	124	124	NUM
american_scientific_journal-3128	297	46	-	-	SYM
american_scientific_journal-3128	297	47	145	145	NUM
american_scientific_journal-3128	297	48	144	144	NUM
american_scientific_journal-3128	297	49	taking	taking	NOUN
american_scientific_journal-3128	297	50	average	average	NOUN
american_scientific_journal-3128	297	51	of	of	ADP
american_scientific_journal-3128	297	52	all	all	DET
american_scientific_journal-3128	297	53	classifiers	classifier	NOUN
american_scientific_journal-3128	297	54	values	value	NOUN
american_scientific_journal-3128	297	55	for	for	ADP
american_scientific_journal-3128	297	56	fv	fv	X
american_scientific_journal-3128	297	57	=	=	SYM
american_scientific_journal-3128	297	58	144	144	NUM
american_scientific_journal-3128	298	1	[	[	X
american_scientific_journal-3128	298	2	more	more	ADV
american_scientific_journal-3128	298	3	reliable	reliable	ADJ
american_scientific_journal-3128	298	4	result	result	NOUN
american_scientific_journal-3128	298	5	]	]	PUNCT
american_scientific_journal-3128	298	6	)	)	PUNCT
american_scientific_journal-3128	298	7	was	be	AUX
american_scientific_journal-3128	298	8	lower	low	ADJ
american_scientific_journal-3128	298	9	than	than	ADP
american_scientific_journal-3128	298	10	literature	literature	NOUN
american_scientific_journal-3128	298	11	(	(	PUNCT
american_scientific_journal-3128	298	12	which	which	PRON
american_scientific_journal-3128	298	13	was	be	AUX
american_scientific_journal-3128	298	14	up	up	ADP
american_scientific_journal-3128	298	15	to	to	PART
american_scientific_journal-3128	298	16	90	90	NUM
american_scientific_journal-3128	298	17	%	%	NOUN
american_scientific_journal-3128	298	18	)	)	PUNCT
american_scientific_journal-3128	298	19	,	,	PUNCT
american_scientific_journal-3128	298	20	as	as	SCONJ
american_scientific_journal-3128	298	21	expected	expect	VERB
american_scientific_journal-3128	298	22	.	.	PUNCT
american_scientific_journal-3128	299	1	for	for	ADP
american_scientific_journal-3128	299	2	data	data	NOUN
american_scientific_journal-3128	299	3	collection	collection	NOUN
american_scientific_journal-3128	299	4	,	,	PUNCT
american_scientific_journal-3128	299	5	it	it	PRON
american_scientific_journal-3128	299	6	is	be	AUX
american_scientific_journal-3128	299	7	highly	highly	ADV
american_scientific_journal-3128	299	8	recommended	recommend	VERB
american_scientific_journal-3128	299	9	that	that	SCONJ
american_scientific_journal-3128	299	10	subjects	subject	NOUN
american_scientific_journal-3128	299	11	follow	follow	VERB
american_scientific_journal-3128	299	12	a	a	DET
american_scientific_journal-3128	299	13	standard	standard	ADJ
american_scientific_journal-3128	299	14	instruction	instruction	NOUN
american_scientific_journal-3128	299	15	.	.	PUNCT
american_scientific_journal-3128	300	1	collecting	collect	VERB
american_scientific_journal-3128	300	2	data	datum	NOUN
american_scientific_journal-3128	300	3	of	of	ADP
american_scientific_journal-3128	300	4	several	several	ADJ
american_scientific_journal-3128	300	5	subjects	subject	NOUN
american_scientific_journal-3128	300	6	will	will	AUX
american_scientific_journal-3128	300	7	lead	lead	VERB
american_scientific_journal-3128	300	8	the	the	DET
american_scientific_journal-3128	300	9	classification	classification	NOUN
american_scientific_journal-3128	300	10	to	to	ADP
american_scientific_journal-3128	300	11	more	more	ADV
american_scientific_journal-3128	300	12	accurate	accurate	ADJ
american_scientific_journal-3128	300	13	and	and	CCONJ
american_scientific_journal-3128	300	14	reliable	reliable	ADJ
american_scientific_journal-3128	300	15	results	result	NOUN
american_scientific_journal-3128	300	16	.	.	PUNCT
american_scientific_journal-3128	301	1	typically	typically	ADV
american_scientific_journal-3128	301	2	,	,	PUNCT
american_scientific_journal-3128	301	3	number	number	NOUN
american_scientific_journal-3128	301	4	of	of	ADP
american_scientific_journal-3128	301	5	data	datum	NOUN
american_scientific_journal-3128	301	6	and	and	CCONJ
american_scientific_journal-3128	301	7	required	require	VERB
american_scientific_journal-3128	301	8	speed	speed	NOUN
american_scientific_journal-3128	301	9	of	of	ADP
american_scientific_journal-3128	301	10	classifier	classifier	NOUN
american_scientific_journal-3128	301	11	and	and	CCONJ
american_scientific_journal-3128	301	12	several	several	ADJ
american_scientific_journal-3128	301	13	other	other	ADJ
american_scientific_journal-3128	301	14	parameters	parameter	NOUN
american_scientific_journal-3128	301	15	would	would	AUX
american_scientific_journal-3128	301	16	indicate	indicate	VERB
american_scientific_journal-3128	301	17	which	which	DET
american_scientific_journal-3128	301	18	pattern	pattern	NOUN
american_scientific_journal-3128	301	19	recognition	recognition	NOUN
american_scientific_journal-3128	301	20	methods	method	NOUN
american_scientific_journal-3128	301	21	has	have	VERB
american_scientific_journal-3128	301	22	to	to	PART
american_scientific_journal-3128	301	23	be	be	AUX
american_scientific_journal-3128	301	24	chosen	choose	VERB
american_scientific_journal-3128	301	25	,	,	PUNCT
american_scientific_journal-3128	301	26	and	and	CCONJ
american_scientific_journal-3128	301	27	a	a	DET
american_scientific_journal-3128	301	28	compromise	compromise	NOUN
american_scientific_journal-3128	301	29	between	between	ADP
american_scientific_journal-3128	301	30	the	the	DET
american_scientific_journal-3128	301	31	mentioned	mention	VERB
american_scientific_journal-3128	301	32	factors	factor	NOUN
american_scientific_journal-3128	301	33	should	should	AUX
american_scientific_journal-3128	301	34	be	be	AUX
american_scientific_journal-3128	301	35	reached	reach	VERB
american_scientific_journal-3128	301	36	.	.	PUNCT
american_scientific_journal-3128	302	1	hence	hence	ADV
american_scientific_journal-3128	302	2	,	,	PUNCT
american_scientific_journal-3128	302	3	the	the	DET
american_scientific_journal-3128	302	4	classifier	classifier	NOUN
american_scientific_journal-3128	302	5	must	must	AUX
american_scientific_journal-3128	302	6	be	be	AUX
american_scientific_journal-3128	302	7	selected	select	VERB
american_scientific_journal-3128	302	8	based	base	VERB
american_scientific_journal-3128	302	9	on	on	ADP
american_scientific_journal-3128	302	10	number	number	NOUN
american_scientific_journal-3128	302	11	and	and	CCONJ
american_scientific_journal-3128	302	12	type	type	NOUN
american_scientific_journal-3128	302	13	of	of	ADP
american_scientific_journal-3128	302	14	data	datum	NOUN
american_scientific_journal-3128	302	15	,	,	PUNCT
american_scientific_journal-3128	302	16	and	and	CCONJ
american_scientific_journal-3128	302	17	not	not	PART
american_scientific_journal-3128	302	18	only	only	ADV
american_scientific_journal-3128	302	19	based	base	VERB
american_scientific_journal-3128	302	20	on	on	ADP
american_scientific_journal-3128	302	21	the	the	DET
american_scientific_journal-3128	302	22	classifier	classifier	NOUN
american_scientific_journal-3128	302	23	reputation	reputation	NOUN
american_scientific_journal-3128	302	24	in	in	ADP
american_scientific_journal-3128	302	25	the	the	DET
american_scientific_journal-3128	302	26	literature	literature	NOUN
american_scientific_journal-3128	302	27	.	.	PUNCT
american_scientific_journal-3128	303	1	one	one	NUM
american_scientific_journal-3128	303	2	classifier	classifier	NOUN
american_scientific_journal-3128	303	3	might	might	AUX
american_scientific_journal-3128	303	4	have	have	VERB
american_scientific_journal-3128	303	5	a	a	DET
american_scientific_journal-3128	303	6	high	high	ADJ
american_scientific_journal-3128	303	7	reputation	reputation	NOUN
american_scientific_journal-3128	303	8	in	in	ADP
american_scientific_journal-3128	303	9	a	a	DET
american_scientific_journal-3128	303	10	high	high	ADJ
american_scientific_journal-3128	303	11	feature	feature	NOUN
american_scientific_journal-3128	303	12	space	space	NOUN
american_scientific_journal-3128	303	13	,	,	PUNCT
american_scientific_journal-3128	303	14	while	while	SCONJ
american_scientific_journal-3128	303	15	it	it	PRON
american_scientific_journal-3128	303	16	does	do	AUX
american_scientific_journal-3128	303	17	not	not	PART
american_scientific_journal-3128	303	18	classify	classify	VERB
american_scientific_journal-3128	303	19	well	well	ADV
american_scientific_journal-3128	303	20	with	with	ADP
american_scientific_journal-3128	303	21	few	few	ADJ
american_scientific_journal-3128	303	22	training	training	NOUN
american_scientific_journal-3128	303	23	data	datum	NOUN
american_scientific_journal-3128	303	24	.	.	PUNCT
american_scientific_journal-3128	304	1	if	if	SCONJ
american_scientific_journal-3128	304	2	there	there	PRON
american_scientific_journal-3128	304	3	is	be	VERB
american_scientific_journal-3128	304	4	no	no	DET
american_scientific_journal-3128	304	5	time	time	NOUN
american_scientific_journal-3128	304	6	restriction	restriction	NOUN
american_scientific_journal-3128	304	7	,	,	PUNCT
american_scientific_journal-3128	304	8	cross	cross	VERB
american_scientific_journal-3128	304	9	validation	validation	NOUN
american_scientific_journal-3128	304	10	and	and	CCONJ
american_scientific_journal-3128	304	11	testing	test	VERB
american_scientific_journal-3128	304	12	different	different	ADJ
american_scientific_journal-3128	304	13	classifiers	classifier	NOUN
american_scientific_journal-3128	304	14	can	can	AUX
american_scientific_journal-3128	304	15	be	be	AUX
american_scientific_journal-3128	304	16	helpful	helpful	ADJ
american_scientific_journal-3128	304	17	to	to	PART
american_scientific_journal-3128	304	18	define	define	VERB
american_scientific_journal-3128	304	19	the	the	DET
american_scientific_journal-3128	304	20	most	most	ADV
american_scientific_journal-3128	304	21	convenient	convenient	ADJ
american_scientific_journal-3128	304	22	method	method	NOUN
american_scientific_journal-3128	304	23	.	.	PUNCT
american_scientific_journal-3128	305	1	to	to	PART
american_scientific_journal-3128	305	2	summarize	summarize	VERB
american_scientific_journal-3128	305	3	,	,	PUNCT
american_scientific_journal-3128	305	4	this	this	DET
american_scientific_journal-3128	305	5	report	report	NOUN
american_scientific_journal-3128	305	6	not	not	PART
american_scientific_journal-3128	305	7	only	only	ADV
american_scientific_journal-3128	305	8	tried	try	VERB
american_scientific_journal-3128	305	9	to	to	PART
american_scientific_journal-3128	305	10	implement	implement	VERB
american_scientific_journal-3128	305	11	a	a	DET
american_scientific_journal-3128	305	12	classification	classification	NOUN
american_scientific_journal-3128	305	13	on	on	ADP
american_scientific_journal-3128	305	14	eeg	eeg	NOUN
american_scientific_journal-3128	305	15	signals	signal	NOUN
american_scientific_journal-3128	305	16	,	,	PUNCT
american_scientific_journal-3128	305	17	but	but	CCONJ
american_scientific_journal-3128	305	18	also	also	ADV
american_scientific_journal-3128	305	19	made	make	VERB
american_scientific_journal-3128	305	20	a	a	DET
american_scientific_journal-3128	305	21	comparison	comparison	NOUN
american_scientific_journal-3128	305	22	between	between	ADP
american_scientific_journal-3128	305	23	several	several	ADJ
american_scientific_journal-3128	305	24	machine	machine	NOUN
american_scientific_journal-3128	305	25	–	–	PUNCT
american_scientific_journal-3128	305	26	learning	learn	VERB
american_scientific_journal-3128	305	27	methods	method	NOUN
american_scientific_journal-3128	305	28	.	.	PUNCT
american_scientific_journal-3128	306	1	references	reference	NOUN
american_scientific_journal-3128	306	2	[	[	X
american_scientific_journal-3128	306	3	1	1	NUM
american_scientific_journal-3128	306	4	]	]	PUNCT
american_scientific_journal-3128	306	5	p.	p.	PROPN
american_scientific_journal-3128	306	6	d.	d.	PROPN
american_scientific_journal-3128	306	7	welch	welch	PROPN
american_scientific_journal-3128	306	8	,	,	PUNCT
american_scientific_journal-3128	306	9	"	"	PUNCT
american_scientific_journal-3128	306	10	the	the	DET
american_scientific_journal-3128	306	11	use	use	NOUN
american_scientific_journal-3128	306	12	of	of	ADP
american_scientific_journal-3128	306	13	the	the	DET
american_scientific_journal-3128	306	14	fast	fast	ADJ
american_scientific_journal-3128	306	15	fourier	fourier	NOUN
american_scientific_journal-3128	306	16	transform	transform	NOUN
american_scientific_journal-3128	306	17	for	for	ADP
american_scientific_journal-3128	306	18	the	the	DET
american_scientific_journal-3128	306	19	estimation	estimation	NOUN
american_scientific_journal-3128	306	20	of	of	ADP
american_scientific_journal-3128	306	21	power	power	NOUN
american_scientific_journal-3128	306	22	spectra	spectra	NOUN
american_scientific_journal-3128	306	23	,	,	PUNCT
american_scientific_journal-3128	306	24	"	"	PUNCT
american_scientific_journal-3128	306	25	ieee	ieee	NOUN
american_scientific_journal-3128	306	26	transactions	transaction	NOUN
american_scientific_journal-3128	306	27	on	on	ADP
american_scientific_journal-3128	306	28	audio	audio	ADJ
american_scientific_journal-3128	306	29	electroacoustics	electroacoustic	NOUN
american_scientific_journal-3128	306	30	vol	vol	NOUN
american_scientific_journal-3128	306	31	.	.	PUNCT
american_scientific_journal-3128	306	32	15	15	NUM
american_scientific_journal-3128	306	33	,	,	PUNCT
american_scientific_journal-3128	306	34	pp	pp	ADJ
american_scientific_journal-3128	306	35	.	.	PUNCT
american_scientific_journal-3128	307	1	70	70	NUM
american_scientific_journal-3128	307	2	-	-	SYM
american_scientific_journal-3128	307	3	73	73	NUM
american_scientific_journal-3128	307	4	,	,	PUNCT
american_scientific_journal-3128	307	5	1967	1967	NUM
american_scientific_journal-3128	307	6	.	.	PUNCT
american_scientific_journal-3128	308	1	[	[	X
american_scientific_journal-3128	308	2	2	2	NUM
american_scientific_journal-3128	308	3	]	]	PUNCT
american_scientific_journal-3128	308	4	a.	a.	NOUN
american_scientific_journal-3128	308	5	p.	p.	NOUN
american_scientific_journal-3128	308	6	v.	v.	ADP
american_scientific_journal-3128	308	7	neethu	neethu	PROPN
american_scientific_journal-3128	308	8	robinson	robinson	PROPN
american_scientific_journal-3128	308	9	,	,	PUNCT
american_scientific_journal-3128	308	10	"	"	PUNCT
american_scientific_journal-3128	308	11	a	a	DET
american_scientific_journal-3128	308	12	wavelet	wavelet	NOUN
american_scientific_journal-3128	308	13	-	-	PUNCT
american_scientific_journal-3128	308	14	csp	csp	PROPN
american_scientific_journal-3128	308	15	method	method	NOUN
american_scientific_journal-3128	308	16	to	to	PART
american_scientific_journal-3128	308	17	classify	classify	VERB
american_scientific_journal-3128	308	18	hand	hand	NOUN
american_scientific_journal-3128	308	19	movement	movement	NOUN
american_scientific_journal-3128	308	20	directions	direction	NOUN
american_scientific_journal-3128	308	21	in	in	ADP
american_scientific_journal-3128	308	22	eeg	eeg	PROPN
american_scientific_journal-3128	308	23	based	base	VERB
american_scientific_journal-3128	308	24	bci	bci	PROPN
american_scientific_journal-3128	308	25	system	system	NOUN
american_scientific_journal-3128	308	26	,	,	PUNCT
american_scientific_journal-3128	308	27	"	"	PUNCT
american_scientific_journal-3128	308	28	ieee	ieee	NOUN
american_scientific_journal-3128	308	29	icics	icic	NOUN
american_scientific_journal-3128	308	30	,	,	PUNCT
american_scientific_journal-3128	308	31	pp	pp	ADJ
american_scientific_journal-3128	308	32	.	.	PUNCT
american_scientific_journal-3128	309	1	978	978	NUM
american_scientific_journal-3128	309	2	982	982	NUM
american_scientific_journal-3128	309	3	,	,	PUNCT
american_scientific_journal-3128	309	4	2011	2011	NUM
american_scientific_journal-3128	309	5	.	.	PUNCT
american_scientific_journal-3128	310	1	[	[	X
american_scientific_journal-3128	310	2	3	3	X
american_scientific_journal-3128	310	3	]	]	X
american_scientific_journal-3128	310	4	athena	athena	PROPN
american_scientific_journal-3128	310	5	akrami	akrami	PROPN
american_scientific_journal-3128	310	6	,	,	PUNCT
american_scientific_journal-3128	310	7	soroosh	soroosh	PROPN
american_scientific_journal-3128	310	8	solhjoo	solhjoo	PROPN
american_scientific_journal-3128	310	9	,	,	PUNCT
american_scientific_journal-3128	310	10	ali	ali	PROPN
american_scientific_journal-3128	310	11	motie	motie	PROPN
american_scientific_journal-3128	310	12	-	-	PUNCT
american_scientific_journal-3128	310	13	nasrabadi	nasrabadi	NOUN
american_scientific_journal-3128	310	14	,	,	PUNCT
american_scientific_journal-3128	310	15	mohammad	mohammad	PROPN
american_scientific_journal-3128	310	16	-	-	PUNCT
american_scientific_journal-3128	310	17	reza	reza	PROPN
american_scientific_journal-3128	310	18	hashemi	hashemi	PROPN
american_scientific_journal-3128	310	19	-	-	PUNCT
american_scientific_journal-3128	310	20	golpayegani	golpayegani	PROPN
american_scientific_journal-3128	310	21	,	,	PUNCT
american_scientific_journal-3128	310	22	"	"	PUNCT
american_scientific_journal-3128	310	23	eegbased	eegbase	VERB
american_scientific_journal-3128	310	24	mental	mental	ADJ
american_scientific_journal-3128	310	25	task	task	NOUN
american_scientific_journal-3128	310	26	classification	classification	NOUN
american_scientific_journal-3128	310	27	:	:	PUNCT
american_scientific_journal-3128	310	28	linear	linear	ADJ
american_scientific_journal-3128	310	29	and	and	CCONJ
american_scientific_journal-3128	310	30	nonlinear	nonlinear	ADJ
american_scientific_journal-3128	310	31	classification	classification	NOUN
american_scientific_journal-3128	310	32	of	of	ADP
american_scientific_journal-3128	310	33	movement	movement	NOUN
american_scientific_journal-3128	310	34	imagery	imagery	NOUN
american_scientific_journal-3128	310	35	,	,	PUNCT
american_scientific_journal-3128	310	36	"	"	PUNCT
american_scientific_journal-3128	310	37	proceedings	proceeding	NOUN
american_scientific_journal-3128	310	38	of	of	ADP
american_scientific_journal-3128	310	39	the	the	DET
american_scientific_journal-3128	310	40	2005	2005	NUM
american_scientific_journal-3128	310	41	ieee	ieee	NOUN
american_scientific_journal-3128	310	42	,	,	PUNCT
american_scientific_journal-3128	310	43	pp	pp	ADJ
american_scientific_journal-3128	310	44	.	.	PUNCT
american_scientific_journal-3128	310	45	4626	4626	NUM
american_scientific_journal-3128	310	46	-	-	SYM
american_scientific_journal-3128	310	47	4629	4629	NUM
american_scientific_journal-3128	310	48	,	,	PUNCT
american_scientific_journal-3128	310	49	2005	2005	NUM
american_scientific_journal-3128	310	50	.	.	PUNCT
american_scientific_journal-3128	311	1	[	[	X
american_scientific_journal-3128	311	2	4	4	X
american_scientific_journal-3128	311	3	]	]	PUNCT
american_scientific_journal-3128	311	4	ernest	ernest	PROPN
american_scientific_journal-3128	311	5	niedermever	niedermever	ADV
american_scientific_journal-3128	311	6	et	et	PROPN
american_scientific_journal-3128	311	7	al	al	PROPN
american_scientific_journal-3128	311	8	.	.	PROPN
american_scientific_journal-3128	311	9	,	,	PUNCT
american_scientific_journal-3128	311	10	fernando	fernando	PROPN
american_scientific_journal-3128	311	11	lopes	lopes	PROPN
american_scientific_journal-3128	311	12	da	da	PROPN
american_scientific_journal-3128	311	13	silva	silva	PROPN
american_scientific_journal-3128	311	14	,	,	PUNCT
american_scientific_journal-3128	311	15	electroencephalography	electroencephalography	NOUN
american_scientific_journal-3128	311	16	:	:	PUNCT
american_scientific_journal-3128	311	17	basic	basic	ADJ
american_scientific_journal-3128	311	18	principles	principle	NOUN
american_scientific_journal-3128	311	19	,	,	PUNCT
american_scientific_journal-3128	311	20	clinical	clinical	ADJ
american_scientific_journal-3128	311	21	applications	application	NOUN
american_scientific_journal-3128	311	22	,	,	PUNCT
american_scientific_journal-3128	311	23	and	and	CCONJ
american_scientific_journal-3128	311	24	related	related	ADJ
american_scientific_journal-3128	311	25	fields	field	NOUN
american_scientific_journal-3128	311	26	,	,	PUNCT
american_scientific_journal-3128	311	27	lippincott	lippincott	PROPN
american_scientific_journal-3128	311	28	williams	williams	PROPN
american_scientific_journal-3128	311	29	&	&	CCONJ
american_scientific_journal-3128	311	30	wilkins	wilkins	PROPN
american_scientific_journal-3128	311	31	,	,	PUNCT
american_scientific_journal-3128	311	32	2004	2004	NUM
american_scientific_journal-3128	311	33	.	.	PUNCT
american_scientific_journal-3128	312	1	[	[	X
american_scientific_journal-3128	312	2	5	5	NUM
american_scientific_journal-3128	312	3	]	]	X
american_scientific_journal-3128	312	4	marcel	marcel	PROPN
american_scientific_journal-3128	312	5	van	van	PROPN
american_scientific_journal-3128	312	6	gerven	gerven	PROPN
american_scientific_journal-3128	312	7	,	,	PUNCT
american_scientific_journal-3128	312	8	jason	jason	PROPN
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american_scientific_journal-3128	312	10	,	,	PUNCT
american_scientific_journal-3128	312	11	rebecca	rebecca	PROPN
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american_scientific_journal-3128	312	13	,	,	PUNCT
american_scientific_journal-3128	312	14	rutger	rutger	NOUN
american_scientific_journal-3128	312	15	vlek	vlek	PROPN
american_scientific_journal-3128	312	16	,	,	PUNCT
american_scientific_journal-3128	312	17	jeroen	jeroen	PROPN
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american_scientific_journal-3128	312	19	,	,	PUNCT
american_scientific_journal-3128	312	20	anton	anton	PROPN
american_scientific_journal-3128	312	21	nijholt	nijholt	PROPN
american_scientific_journal-3128	312	22	,	,	PUNCT
american_scientific_journal-3128	312	23	nick	nick	PROPN
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american_scientific_journal-3128	312	25	,	,	PUNCT
american_scientific_journal-3128	312	26	pim	pim	PROPN
american_scientific_journal-3128	312	27	haselager	haselager	PROPN
american_scientific_journal-3128	312	28	,	,	PUNCT
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american_scientific_journal-3128	312	31	,	,	PUNCT
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american_scientific_journal-3128	312	35	peter	peter	PROPN
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american_scientific_journal-3128	312	37	,	,	PUNCT
american_scientific_journal-3128	312	38	"	"	PUNCT
american_scientific_journal-3128	312	39	the	the	DET
american_scientific_journal-3128	312	40	brain	brain	NOUN
american_scientific_journal-3128	312	41	–	–	PUNCT
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american_scientific_journal-3128	312	45	(	(	PUNCT
american_scientific_journal-3128	312	46	topical	topical	ADJ
american_scientific_journal-3128	312	47	review	review	NOUN
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american_scientific_journal-3128	312	49	,	,	PUNCT
american_scientific_journal-3128	312	50	"	"	PUNCT
american_scientific_journal-3128	312	51	journal	journal	NOUN
american_scientific_journal-3128	312	52	of	of	ADP
american_scientific_journal-3128	312	53	neural	neural	ADJ
american_scientific_journal-3128	312	54	engineering	engineering	NOUN
american_scientific_journal-3128	312	55	,	,	PUNCT
american_scientific_journal-3128	312	56	pp	pp	ADJ
american_scientific_journal-3128	312	57	.	.	PUNCT
american_scientific_journal-3128	312	58	1741	1741	NUM
american_scientific_journal-3128	312	59	-	-	SYM
american_scientific_journal-3128	312	60	1751	1751	NUM
american_scientific_journal-3128	312	61	,	,	PUNCT
american_scientific_journal-3128	312	62	2009	2009	NUM
american_scientific_journal-3128	312	63	)	)	PUNCT
american_scientific_journal-3128	312	64	.	.	PUNCT
american_scientific_journal-3128	313	1	[	[	X
american_scientific_journal-3128	313	2	6	6	NUM
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american_scientific_journal-3128	313	4	wu	wu	PROPN
american_scientific_journal-3128	313	5	jin	jin	PROPN
american_scientific_journal-3128	313	6	,	,	PUNCT
american_scientific_journal-3128	313	7	zhang	zhang	PROPN
american_scientific_journal-3128	313	8	jiacai	jiacai	PROPN
american_scientific_journal-3128	313	9	,	,	PUNCT
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american_scientific_journal-3128	313	11	li	li	PROPN
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american_scientific_journal-3128	313	13	"	"	PUNCT
american_scientific_journal-3128	313	14	an	an	DET
american_scientific_journal-3128	313	15	automated	automate	VERB
american_scientific_journal-3128	313	16	detection	detection	NOUN
american_scientific_journal-3128	313	17	and	and	CCONJ
american_scientific_journal-3128	313	18	correction	correction	NOUN
american_scientific_journal-3128	313	19	method	method	NOUN
american_scientific_journal-3128	313	20	of	of	ADP
american_scientific_journal-3128	313	21	eog	eog	PROPN
american_scientific_journal-3128	313	22	artifacts	artifact	NOUN
american_scientific_journal-3128	313	23	in	in	ADP
american_scientific_journal-3128	313	24	eeg	eeg	NOUN
american_scientific_journal-3128	313	25	-	-	PUNCT
american_scientific_journal-3128	313	26	based	base	VERB
american_scientific_journal-3128	313	27	bci	bci	NOUN
american_scientific_journal-3128	313	28	,	,	PUNCT
american_scientific_journal-3128	313	29	"	"	PUNCT
american_scientific_journal-3128	313	30	ieee	ieee	NOUN
american_scientific_journal-3128	313	31	,	,	PUNCT
american_scientific_journal-3128	313	32	pp	pp	ADJ
american_scientific_journal-3128	313	33	.	.	PUNCT
american_scientific_journal-3128	314	1	978	978	NUM
american_scientific_journal-3128	314	2	-	-	SYM
american_scientific_journal-3128	314	3	982	982	NUM
american_scientific_journal-3128	314	4	,	,	PUNCT
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american_scientific_journal-3128	314	6	.	.	PUNCT
american_scientific_journal-3128	315	1	[	[	X
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american_scientific_journal-3128	315	4	saman	saman	PROPN
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american_scientific_journal-3128	315	6	,	,	PUNCT
american_scientific_journal-3128	315	7	jian	jian	PROPN
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american_scientific_journal-3128	315	9	,	,	PUNCT
american_scientific_journal-3128	315	10	"	"	PUNCT
american_scientific_journal-3128	315	11	advances	advance	NOUN
american_scientific_journal-3128	315	12	in	in	ADP
american_scientific_journal-3128	315	13	functional	functional	ADJ
american_scientific_journal-3128	315	14	brain	brain	NOUN
american_scientific_journal-3128	315	15	imaging	imaging	NOUN
american_scientific_journal-3128	315	16	:	:	PUNCT
american_scientific_journal-3128	315	17	a	a	DET
american_scientific_journal-3128	315	18	comprehensive	comprehensive	ADJ
american_scientific_journal-3128	315	19	survey	survey	NOUN
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american_scientific_journal-3128	315	21	engineers	engineer	NOUN
american_scientific_journal-3128	315	22	and	and	CCONJ
american_scientific_journal-3128	315	23	physical	physical	ADJ
american_scientific_journal-3128	315	24	scientists	scientist	NOUN
american_scientific_journal-3128	315	25	.	.	PUNCT
american_scientific_journal-3128	316	1	,	,	PUNCT
american_scientific_journal-3128	316	2	"	"	PUNCT
american_scientific_journal-3128	316	3	international	international	ADJ
american_scientific_journal-3128	316	4	journal	journal	NOUN
american_scientific_journal-3128	316	5	of	of	ADP
american_scientific_journal-3128	316	6	advanced	advanced	ADJ
american_scientific_journal-3128	316	7	research	research	NOUN
american_scientific_journal-3128	316	8	,	,	PUNCT
american_scientific_journal-3128	316	9	vol	vol	NOUN
american_scientific_journal-3128	316	10	.	.	PROPN
american_scientific_journal-3128	316	11	4	4	NUM
american_scientific_journal-3128	316	12	,	,	PUNCT
american_scientific_journal-3128	316	13	no	no	INTJ
american_scientific_journal-3128	316	14	.	.	NOUN
american_scientific_journal-3128	316	15	8	8	NUM
american_scientific_journal-3128	316	16	,	,	PUNCT
american_scientific_journal-3128	316	17	pp	pp	ADJ
american_scientific_journal-3128	316	18	.	.	PUNCT
american_scientific_journal-3128	317	1	640	640	NUM
american_scientific_journal-3128	317	2	-	-	SYM
american_scientific_journal-3128	317	3	660	660	NUM
american_scientific_journal-3128	317	4	,	,	PUNCT
american_scientific_journal-3128	317	5	2016	2016	NUM
american_scientific_journal-3128	317	6	.	.	PUNCT
american_scientific_journal-3128	318	1	[	[	X
american_scientific_journal-3128	318	2	8	8	NUM
american_scientific_journal-3128	318	3	]	]	X
american_scientific_journal-3128	318	4	saman	saman	PROPN
american_scientific_journal-3128	318	5	sarraf	sarraf	PROPN
american_scientific_journal-3128	318	6	,	,	PUNCT
american_scientific_journal-3128	318	7	cristina	cristina	PROPN
american_scientific_journal-3128	318	8	saverino	saverino	PROPN
american_scientific_journal-3128	318	9	,	,	PUNCT
american_scientific_journal-3128	318	10	halleh	halleh	PROPN
american_scientific_journal-3128	318	11	ghaderi	ghaderi	NOUN
american_scientific_journal-3128	318	12	,	,	PUNCT
american_scientific_journal-3128	318	13	john	john	PROPN
american_scientific_journal-3128	318	14	anderson	anderson	PROPN
american_scientific_journal-3128	318	15	,	,	PUNCT
american_scientific_journal-3128	318	16	"	"	PUNCT
american_scientific_journal-3128	318	17	brain	brain	NOUN
american_scientific_journal-3128	318	18	network	network	NOUN
american_scientific_journal-3128	318	19	extraction	extraction	NOUN
american_scientific_journal-3128	318	20	from	from	ADP
american_scientific_journal-3128	318	21	probabilistic	probabilistic	ADJ
american_scientific_journal-3128	318	22	ica	ica	PROPN
american_scientific_journal-3128	318	23	using	use	VERB
american_scientific_journal-3128	318	24	functional	functional	ADJ
american_scientific_journal-3128	318	25	magnetic	magnetic	ADJ
american_scientific_journal-3128	318	26	resonance	resonance	NOUN
american_scientific_journal-3128	318	27	images	image	NOUN
american_scientific_journal-3128	318	28	and	and	CCONJ
american_scientific_journal-3128	318	29	advanced	advanced	ADJ
american_scientific_journal-3128	318	30	template	template	NOUN
american_scientific_journal-3128	318	31	matching	matching	NOUN
american_scientific_journal-3128	318	32	techniques	technique	NOUN
american_scientific_journal-3128	318	33	,	,	PUNCT
american_scientific_journal-3128	318	34	"	"	PUNCT
american_scientific_journal-3128	318	35	in	in	ADP
american_scientific_journal-3128	318	36	electrical	electrical	ADJ
american_scientific_journal-3128	318	37	and	and	CCONJ
american_scientific_journal-3128	318	38	computer	computer	NOUN
american_scientific_journal-3128	318	39	engineering	engineering	NOUN
american_scientific_journal-3128	318	40	(	(	PUNCT
american_scientific_journal-3128	318	41	ccece	ccece	PROPN
american_scientific_journal-3128	318	42	)	)	PUNCT
american_scientific_journal-3128	318	43	,	,	PUNCT
american_scientific_journal-3128	318	44	2014	2014	NUM
american_scientific_journal-3128	318	45	ieee	ieee	PROPN
american_scientific_journal-3128	318	46	27th	27th	ADJ
american_scientific_journal-3128	318	47	canadian	canadian	PROPN
american_scientific_journal-3128	318	48	conference	conference	PROPN
american_scientific_journal-3128	318	49	,	,	PUNCT
american_scientific_journal-3128	318	50	toronto	toronto	PROPN
american_scientific_journal-3128	318	51	,	,	PUNCT
american_scientific_journal-3128	318	52	2014	2014	NUM
american_scientific_journal-3128	318	53	.	.	PUNCT
american_scientific_journal-3128	319	1	[	[	X
american_scientific_journal-3128	319	2	9	9	NUM
american_scientific_journal-3128	319	3	]	]	X
american_scientific_journal-3128	319	4	saman	saman	PROPN
american_scientific_journal-3128	319	5	sarraf	sarraf	PROPN
american_scientific_journal-3128	319	6	,	,	PUNCT
american_scientific_journal-3128	319	7	ghassem	ghassem	NOUN
american_scientific_journal-3128	319	8	tofighi	tofighi	PROPN
american_scientific_journal-3128	319	9	,	,	PUNCT
american_scientific_journal-3128	319	10	"	"	PUNCT
american_scientific_journal-3128	319	11	deep	deep	ADJ
american_scientific_journal-3128	319	12	learning	learning	NOUN
american_scientific_journal-3128	319	13	-	-	PUNCT
american_scientific_journal-3128	319	14	based	base	VERB
american_scientific_journal-3128	319	15	pipeline	pipeline	NOUN
american_scientific_journal-3128	319	16	to	to	PART
american_scientific_journal-3128	319	17	recognize	recognize	VERB
american_scientific_journal-3128	319	18	alzheimer	alzheimer	PROPN
american_scientific_journal-3128	319	19	's	's	PART
american_scientific_journal-3128	319	20	disease	disease	NOUN
american_scientific_journal-3128	319	21	using	use	VERB
american_scientific_journal-3128	319	22	fmri	fmri	PROPN
american_scientific_journal-3128	319	23	data	datum	NOUN
american_scientific_journal-3128	319	24	,	,	PUNCT
american_scientific_journal-3128	319	25	"	"	PUNCT
american_scientific_journal-3128	319	26	in	in	ADP
american_scientific_journal-3128	319	27	future	future	ADJ
american_scientific_journal-3128	319	28	technologies	technology	NOUN
american_scientific_journal-3128	319	29	conference	conference	NOUN
american_scientific_journal-3128	319	30	(	(	PUNCT
american_scientific_journal-3128	319	31	ftc	ftc	PROPN
american_scientific_journal-3128	319	32	)	)	PUNCT
american_scientific_journal-3128	319	33	,	,	PUNCT
american_scientific_journal-3128	319	34	2016	2016	NUM
american_scientific_journal-3128	319	35	.	.	PUNCT
american_scientific_journal-3128	320	1	[	[	X
american_scientific_journal-3128	320	2	10	10	NUM
american_scientific_journal-3128	320	3	]	]	PUNCT
american_scientific_journal-3128	320	4	k.	k.	PROPN
american_scientific_journal-3128	320	5	saladin	saladin	PROPN
american_scientific_journal-3128	320	6	,	,	PUNCT
american_scientific_journal-3128	320	7	anatomy	anatomy	PROPN
american_scientific_journal-3128	320	8	&	&	CCONJ
american_scientific_journal-3128	320	9	physiology	physiology	PROPN
american_scientific_journal-3128	320	10	:	:	PUNCT
american_scientific_journal-3128	320	11	the	the	DET
american_scientific_journal-3128	320	12	unity	unity	NOUN
american_scientific_journal-3128	320	13	of	of	ADP
american_scientific_journal-3128	320	14	form	form	NOUN
american_scientific_journal-3128	320	15	and	and	CCONJ
american_scientific_journal-3128	320	16	function	function	NOUN
american_scientific_journal-3128	320	17	,	,	PUNCT
american_scientific_journal-3128	320	18	new	new	PROPN
american_scientific_journal-3128	320	19	york	york	PROPN
american_scientific_journal-3128	320	20	:	:	PUNCT
american_scientific_journal-3128	320	21	mcgraw	mcgraw	PROPN
american_scientific_journal-3128	320	22	hill	hill	PROPN
american_scientific_journal-3128	320	23	,	,	PUNCT
american_scientific_journal-3128	320	24	2004	2004	NUM
american_scientific_journal-3128	320	25	.	.	PUNCT
american_scientific_journal-3128	321	1	american	american	ADJ
american_scientific_journal-3128	321	2	scientific	scientific	ADJ
american_scientific_journal-3128	321	3	research	research	PROPN
american_scientific_journal-3128	321	4	journal	journal	NOUN
american_scientific_journal-3128	321	5	for	for	ADP
american_scientific_journal-3128	321	6	engineering	engineering	NOUN
american_scientific_journal-3128	321	7	,	,	PUNCT
american_scientific_journal-3128	321	8	technology	technology	NOUN
american_scientific_journal-3128	321	9	,	,	PUNCT
american_scientific_journal-3128	321	10	and	and	CCONJ
american_scientific_journal-3128	321	11	sciences	science	NOUN
american_scientific_journal-3128	321	12	(	(	PUNCT
american_scientific_journal-3128	321	13	asrjets	asrjet	NOUN
american_scientific_journal-3128	321	14	)	)	PUNCT
american_scientific_journal-3128	321	15	(	(	PUNCT
american_scientific_journal-3128	321	16	2017	2017	NUM
american_scientific_journal-3128	321	17	)	)	PUNCT
american_scientific_journal-3128	321	18	volume	volume	NOUN
american_scientific_journal-3128	321	19	33	33	NUM
american_scientific_journal-3128	321	20	,	,	PUNCT
american_scientific_journal-3128	321	21	no	no	DET
american_scientific_journal-3128	321	22	1	1	NUM
american_scientific_journal-3128	321	23	,	,	PUNCT
american_scientific_journal-3128	321	24	pp	pp	ADV
american_scientific_journal-3128	321	25	124	124	NUM
american_scientific_journal-3128	321	26	-	-	SYM
american_scientific_journal-3128	321	27	145	145	NUM
american_scientific_journal-3128	321	28	145	145	NUM
american_scientific_journal-3128	322	1	[	[	X
american_scientific_journal-3128	322	2	11	11	NUM
american_scientific_journal-3128	322	3	]	]	X
american_scientific_journal-3128	322	4	dorland	dorland	ADV
american_scientific_journal-3128	322	5	,	,	PUNCT
american_scientific_journal-3128	322	6	dorland	dorland	PROPN
american_scientific_journal-3128	322	7	's	's	PART
american_scientific_journal-3128	322	8	illustrated	illustrate	VERB
american_scientific_journal-3128	322	9	medical	medical	PROPN
american_scientific_journal-3128	322	10	dictionary	dictionary	PROPN
american_scientific_journal-3128	322	11	,	,	PUNCT
american_scientific_journal-3128	322	12	a	a	DET
american_scientific_journal-3128	322	13	saunders	saunder	NOUN
american_scientific_journal-3128	322	14	title	title	NOUN
american_scientific_journal-3128	322	15	,	,	PUNCT
american_scientific_journal-3128	322	16	2007	2007	NUM
american_scientific_journal-3128	322	17	.	.	PUNCT
american_scientific_journal-3128	323	1	[	[	X
american_scientific_journal-3128	323	2	12	12	NUM
american_scientific_journal-3128	323	3	]	]	PUNCT
american_scientific_journal-3128	323	4	clemens	clemens	PROPN
american_scientific_journal-3128	323	5	brunner	brunner	NOUN
american_scientific_journal-3128	323	6	,	,	PUNCT
american_scientific_journal-3128	323	7	muhammad	muhammad	PROPN
american_scientific_journal-3128	323	8	naeem	naeem	PROPN
american_scientific_journal-3128	323	9	,	,	PUNCT
american_scientific_journal-3128	323	10	robert	robert	PROPN
american_scientific_journal-3128	323	11	leeb	leeb	PROPN
american_scientific_journal-3128	323	12	,	,	PUNCT
american_scientific_journal-3128	323	13	bernhard	bernhard	PROPN
american_scientific_journal-3128	323	14	graimann	graimann	PROPN
american_scientific_journal-3128	323	15	,	,	PUNCT
american_scientific_journal-3128	323	16	gert	gert	NOUN
american_scientific_journal-3128	323	17	pfurtscheller	pfurtscheller	NOUN
american_scientific_journal-3128	323	18	,	,	PUNCT
american_scientific_journal-3128	323	19	"	"	PUNCT
american_scientific_journal-3128	323	20	spatial	spatial	ADJ
american_scientific_journal-3128	323	21	filtering	filtering	NOUN
american_scientific_journal-3128	323	22	and	and	CCONJ
american_scientific_journal-3128	323	23	selection	selection	NOUN
american_scientific_journal-3128	323	24	of	of	ADP
american_scientific_journal-3128	323	25	optimized	optimize	VERB
american_scientific_journal-3128	323	26	components	component	NOUN
american_scientific_journal-3128	323	27	in	in	ADP
american_scientific_journal-3128	323	28	four	four	NUM
american_scientific_journal-3128	323	29	class	class	NOUN
american_scientific_journal-3128	323	30	motor	motor	NOUN
american_scientific_journal-3128	323	31	imagery	imagery	NOUN
american_scientific_journal-3128	323	32	eeg	eeg	PROPN
american_scientific_journal-3128	323	33	data	datum	NOUN
american_scientific_journal-3128	323	34	using	use	VERB
american_scientific_journal-3128	323	35	independent	independent	ADJ
american_scientific_journal-3128	323	36	components	component	NOUN
american_scientific_journal-3128	323	37	analysis	analysis	NOUN
american_scientific_journal-3128	323	38	,	,	PUNCT
american_scientific_journal-3128	323	39	"	"	PUNCT
american_scientific_journal-3128	323	40	pattern	pattern	NOUN
american_scientific_journal-3128	323	41	recognition	recognition	NOUN
american_scientific_journal-3128	323	42	letters	letter	NOUN
american_scientific_journal-3128	323	43	28	28	NUM
american_scientific_journal-3128	323	44	,	,	PUNCT
american_scientific_journal-3128	323	45	p.	p.	NOUN
american_scientific_journal-3128	323	46	957–964	957–964	NUM
american_scientific_journal-3128	323	47	,	,	PUNCT
american_scientific_journal-3128	323	48	2007	2007	NUM
american_scientific_journal-3128	323	49	.	.	PUNCT
american_scientific_journal-3128	324	1	[	[	X
american_scientific_journal-3128	324	2	13	13	NUM
american_scientific_journal-3128	324	3	]	]	PUNCT
american_scientific_journal-3128	324	4	r.	r.	PROPN
american_scientific_journal-3128	324	5	s.	s.	PROPN
american_scientific_journal-3128	324	6	,	,	PUNCT
american_scientific_journal-3128	324	7	.	.	PUNCT
american_scientific_journal-3128	325	1	m.	m.	PROPN
american_scientific_journal-3128	325	2	r.	r.	PROPN
american_scientific_journal-3128	325	3	g.	g.	PROPN
american_scientific_journal-3128	325	4	p.	p.	PROPN
american_scientific_journal-3128	325	5	christa	christa	PROPN
american_scientific_journal-3128	325	6	neuper	neuper	PROPN
american_scientific_journal-3128	325	7	,	,	PUNCT
american_scientific_journal-3128	325	8	"	"	PUNCT
american_scientific_journal-3128	325	9	imagery	imagery	NOUN
american_scientific_journal-3128	325	10	of	of	ADP
american_scientific_journal-3128	325	11	motor	motor	NOUN
american_scientific_journal-3128	325	12	actions	action	NOUN
american_scientific_journal-3128	325	13	:	:	PUNCT
american_scientific_journal-3128	325	14	differential	differential	ADJ
american_scientific_journal-3128	325	15	effects	effect	NOUN
american_scientific_journal-3128	325	16	of	of	ADP
american_scientific_journal-3128	325	17	kinesthetic	kinesthetic	ADJ
american_scientific_journal-3128	325	18	and	and	CCONJ
american_scientific_journal-3128	325	19	visual	visual	ADJ
american_scientific_journal-3128	325	20	–	–	PUNCT
american_scientific_journal-3128	325	21	motor	motor	NOUN
american_scientific_journal-3128	325	22	mode	mode	NOUN
american_scientific_journal-3128	325	23	of	of	ADP
american_scientific_journal-3128	325	24	imagery	imagery	NOUN
american_scientific_journal-3128	325	25	in	in	ADP
american_scientific_journal-3128	325	26	single	single	ADJ
american_scientific_journal-3128	325	27	-	-	PUNCT
american_scientific_journal-3128	325	28	trial	trial	NOUN
american_scientific_journal-3128	325	29	eeg	eeg	NOUN
american_scientific_journal-3128	325	30	,	,	PUNCT
american_scientific_journal-3128	325	31	"	"	PUNCT
american_scientific_journal-3128	325	32	cognitive	cognitive	ADJ
american_scientific_journal-3128	325	33	brain	brain	NOUN
american_scientific_journal-3128	325	34	research	research	NOUN
american_scientific_journal-3128	325	35	25	25	NUM
american_scientific_journal-3128	325	36	,	,	PUNCT
american_scientific_journal-3128	325	37	p.	p.	NOUN
american_scientific_journal-3128	325	38	668	668	NUM
american_scientific_journal-3128	325	39	–	–	PUNCT
american_scientific_journal-3128	325	40	677	677	NUM
american_scientific_journal-3128	325	41	,	,	PUNCT
american_scientific_journal-3128	325	42	2005	2005	NUM
american_scientific_journal-3128	325	43	.	.	PUNCT
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american_scientific_journal-3128	326	2	14	14	NUM
american_scientific_journal-3128	326	3	]	]	PUNCT
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american_scientific_journal-3128	326	5	d.	d.	PROPN
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american_scientific_journal-3128	326	7	h.	h.	PROPN
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american_scientific_journal-3128	326	10	,	,	PUNCT
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american_scientific_journal-3128	326	12	classifying	classify	VERB
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american_scientific_journal-3128	326	14	-	-	PUNCT
american_scientific_journal-3128	326	15	based	base	VERB
american_scientific_journal-3128	326	16	motor	motor	NOUN
american_scientific_journal-3128	326	17	imagery	imagery	NOUN
american_scientific_journal-3128	326	18	tasks	task	NOUN
american_scientific_journal-3128	326	19	by	by	ADP
american_scientific_journal-3128	326	20	means	mean	NOUN
american_scientific_journal-3128	326	21	of	of	ADP
american_scientific_journal-3128	326	22	time	time	NOUN
american_scientific_journal-3128	326	23	–	–	PUNCT
american_scientific_journal-3128	326	24	frequency	frequency	NOUN
american_scientific_journal-3128	326	25	synthesized	synthesize	VERB
american_scientific_journal-3128	326	26	spatial	spatial	ADJ
american_scientific_journal-3128	326	27	patterns	pattern	NOUN
american_scientific_journal-3128	326	28	,	,	PUNCT
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american_scientific_journal-3128	326	30	clinical	clinical	ADJ
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american_scientific_journal-3128	326	32	115	115	NUM
american_scientific_journal-3128	326	33	,	,	PUNCT
american_scientific_journal-3128	326	34	p.	p.	NOUN
american_scientific_journal-3128	326	35	2744–2753	2744–2753	NUM
american_scientific_journal-3128	326	36	,	,	PUNCT
american_scientific_journal-3128	326	37	2004	2004	NUM
american_scientific_journal-3128	326	38	.	.	PUNCT
american_scientific_journal-3128	327	1	[	[	X
american_scientific_journal-3128	327	2	15	15	NUM
american_scientific_journal-3128	327	3	]	]	X
american_scientific_journal-3128	327	4	meng	meng	PROPN
american_scientific_journal-3128	327	5	hu	hu	PROPN
american_scientific_journal-3128	327	6	,	,	PUNCT
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american_scientific_journal-3128	327	8	li	li	PROPN
american_scientific_journal-3128	327	9	,	,	PUNCT
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american_scientific_journal-3128	327	11	li	li	PROPN
american_scientific_journal-3128	327	12	,	,	PUNCT
american_scientific_journal-3128	327	13	xiaowei	xiaowei	PROPN
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american_scientific_journal-3128	327	15	and	and	CCONJ
american_scientific_journal-3128	327	16	qiuping	qiupe	VERB
american_scientific_journal-3128	327	17	ding	ding	NOUN
american_scientific_journal-3128	327	18	,	,	PUNCT
american_scientific_journal-3128	327	19	"	"	PUNCT
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american_scientific_journal-3128	327	23	and	and	CCONJ
american_scientific_journal-3128	327	24	hypoxia	hypoxia	NOUN
american_scientific_journal-3128	327	25	eeg	eeg	NOUN
american_scientific_journal-3128	327	26	based	base	VERB
american_scientific_journal-3128	327	27	on	on	ADP
american_scientific_journal-3128	327	28	approximate	approximate	ADJ
american_scientific_journal-3128	327	29	entropy	entropy	PROPN
american_scientific_journal-3128	327	30	and	and	CCONJ
american_scientific_journal-3128	327	31	welch	welch	PROPN
american_scientific_journal-3128	327	32	power	power	PROPN
american_scientific_journal-3128	327	33	-	-	PUNCT
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american_scientific_journal-3128	327	35	-	-	PUNCT
american_scientific_journal-3128	327	36	density	density	NOUN
american_scientific_journal-3128	327	37	,	,	PUNCT
american_scientific_journal-3128	327	38	"	"	PUNCT
american_scientific_journal-3128	327	39	in	in	ADP
american_scientific_journal-3128	327	40	international	international	ADJ
american_scientific_journal-3128	327	41	joint	joint	ADJ
american_scientific_journal-3128	327	42	conference	conference	NOUN
american_scientific_journal-3128	327	43	on	on	ADP
american_scientific_journal-3128	327	44	neural	neural	ADJ
american_scientific_journal-3128	327	45	networks	network	NOUN
american_scientific_journal-3128	327	46	,	,	PUNCT
american_scientific_journal-3128	327	47	vancouver	vancouver	NOUN
american_scientific_journal-3128	327	48	,	,	PUNCT
american_scientific_journal-3128	327	49	2006	2006	NUM
american_scientific_journal-3128	327	50	.	.	PUNCT
american_scientific_journal-3128	328	1	[	[	X
american_scientific_journal-3128	328	2	16	16	NUM
american_scientific_journal-3128	328	3	]	]	X
american_scientific_journal-3128	328	4	therrien	therrien	PROPN
american_scientific_journal-3128	328	5	c.	c.	PROPN
american_scientific_journal-3128	328	6	w.	w.	PROPN
american_scientific_journal-3128	328	7	,	,	PUNCT
american_scientific_journal-3128	328	8	discrete	discrete	VERB
american_scientific_journal-3128	328	9	random	random	ADJ
american_scientific_journal-3128	328	10	signals	signal	NOUN
american_scientific_journal-3128	328	11	ans	an	NOUN
american_scientific_journal-3128	328	12	statistical	statistical	ADJ
american_scientific_journal-3128	328	13	signal	signal	NOUN
american_scientific_journal-3128	328	14	processing	processing	NOUN
american_scientific_journal-3128	328	15	,	,	PUNCT
american_scientific_journal-3128	328	16	new	new	PROPN
american_scientific_journal-3128	328	17	jersey	jersey	PROPN
american_scientific_journal-3128	328	18	:	:	PUNCT
american_scientific_journal-3128	328	19	prentice	prentice	NOUN
american_scientific_journal-3128	328	20	-	-	PUNCT
american_scientific_journal-3128	328	21	hall	hall	NOUN
american_scientific_journal-3128	328	22	,	,	PUNCT
american_scientific_journal-3128	328	23	1992	1992	NUM
american_scientific_journal-3128	328	24	.	.	PUNCT
american_scientific_journal-3128	329	1	[	[	X
american_scientific_journal-3128	329	2	17	17	NUM
american_scientific_journal-3128	329	3	]	]	X
american_scientific_journal-3128	329	4	guilherme	guilherme	PROPN
american_scientific_journal-3128	329	5	a.	a.	PROPN
american_scientific_journal-3128	329	6	barreto	barreto	PROPN
american_scientific_journal-3128	329	7	,	,	PUNCT
american_scientific_journal-3128	329	8	rewbenio	rewbenio	NOUN
american_scientific_journal-3128	329	9	a.	a.	NOUN
american_scientific_journal-3128	329	10	frota	frota	PROPN
american_scientific_journal-3128	329	11	and	and	CCONJ
american_scientific_journal-3128	329	12	fatima	fatima	PROPN
american_scientific_journal-3128	329	13	n.	n.	PROPN
american_scientific_journal-3128	329	14	s.	s.	PROPN
american_scientific_journal-3128	329	15	de	de	PROPN
american_scientific_journal-3128	329	16	medeiros	medeiros	PROPN
american_scientific_journal-3128	329	17	,	,	PUNCT
american_scientific_journal-3128	329	18	"	"	PUNCT
american_scientific_journal-3128	329	19	on	on	ADP
american_scientific_journal-3128	329	20	the	the	DET
american_scientific_journal-3128	329	21	classification	classification	NOUN
american_scientific_journal-3128	329	22	of	of	ADP
american_scientific_journal-3128	329	23	mental	mental	ADJ
american_scientific_journal-3128	329	24	tasks	task	NOUN
american_scientific_journal-3128	329	25	:	:	PUNCT
american_scientific_journal-3128	329	26	a	a	DET
american_scientific_journal-3128	329	27	performance	performance	NOUN
american_scientific_journal-3128	329	28	comparison	comparison	NOUN
american_scientific_journal-3128	329	29	of	of	ADP
american_scientific_journal-3128	329	30	neural	neural	ADJ
american_scientific_journal-3128	329	31	and	and	CCONJ
american_scientific_journal-3128	329	32	statistical	statistical	ADJ
american_scientific_journal-3128	329	33	approaches	approach	NOUN
american_scientific_journal-3128	329	34	,	,	PUNCT
american_scientific_journal-3128	329	35	"	"	PUNCT
american_scientific_journal-3128	329	36	department	department	NOUN
american_scientific_journal-3128	329	37	of	of	ADP
american_scientific_journal-3128	329	38	teleinformatics	teleinformatics	PROPN
american_scientific_journal-3128	329	39	engineering	engineering	PROPN
american_scientific_journal-3128	329	40	,	,	PUNCT
american_scientific_journal-3128	329	41	federal	federal	ADJ
american_scientific_journal-3128	329	42	university	university	PROPN
american_scientific_journal-3128	329	43	of	of	ADP
american_scientific_journal-3128	329	44	ceara	ceara	PROPN
american_scientific_journal-3128	329	45	,	,	PUNCT
american_scientific_journal-3128	329	46	ceara	ceara	NOUN
american_scientific_journal-3128	329	47	,	,	PUNCT
american_scientific_journal-3128	329	48	brazil	brazil	PROPN
american_scientific_journal-3128	329	49	,	,	PUNCT
american_scientific_journal-3128	329	50	2004	2004	NUM
american_scientific_journal-3128	329	51	.	.	PUNCT
american_scientific_journal-3128	330	1	[	[	X
american_scientific_journal-3128	330	2	18	18	NUM
american_scientific_journal-3128	330	3	]	]	X
american_scientific_journal-3128	330	4	valerie	valerie	PROPN
american_scientific_journal-3128	330	5	morash	morash	NOUN
american_scientific_journal-3128	330	6	,	,	PUNCT
american_scientific_journal-3128	330	7	ou	ou	X
american_scientific_journal-3128	330	8	bai	bai	PROPN
american_scientific_journal-3128	330	9	,	,	PUNCT
american_scientific_journal-3128	330	10	stephen	stephen	PROPN
american_scientific_journal-3128	330	11	furlani	furlani	PROPN
american_scientific_journal-3128	330	12	,	,	PUNCT
american_scientific_journal-3128	330	13	peter	peter	PROPN
american_scientific_journal-3128	330	14	lin	lin	PROPN
american_scientific_journal-3128	330	15	,	,	PUNCT
american_scientific_journal-3128	330	16	mark	mark	PROPN
american_scientific_journal-3128	330	17	hallet	hallet	NOUN
american_scientific_journal-3128	330	18	,	,	PUNCT
american_scientific_journal-3128	330	19	"	"	PUNCT
american_scientific_journal-3128	330	20	classifying	classify	VERB
american_scientific_journal-3128	330	21	eeg	eeg	NOUN
american_scientific_journal-3128	330	22	signals	signal	NOUN
american_scientific_journal-3128	330	23	preceding	precede	VERB
american_scientific_journal-3128	330	24	right	right	ADJ
american_scientific_journal-3128	330	25	hand	hand	NOUN
american_scientific_journal-3128	330	26	,	,	PUNCT
american_scientific_journal-3128	330	27	left	leave	VERB
american_scientific_journal-3128	330	28	hand	hand	NOUN
american_scientific_journal-3128	330	29	,	,	PUNCT
american_scientific_journal-3128	330	30	tongue	tongue	NOUN
american_scientific_journal-3128	330	31	,	,	PUNCT
american_scientific_journal-3128	330	32	and	and	CCONJ
american_scientific_journal-3128	330	33	right	right	ADJ
american_scientific_journal-3128	330	34	foot	foot	NOUN
american_scientific_journal-3128	330	35	movements	movement	NOUN
american_scientific_journal-3128	330	36	and	and	CCONJ
american_scientific_journal-3128	330	37	motor	motor	NOUN
american_scientific_journal-3128	330	38	imageries	imagery	NOUN
american_scientific_journal-3128	330	39	,	,	PUNCT
american_scientific_journal-3128	330	40	"	"	PUNCT
american_scientific_journal-3128	330	41	clinical	clinical	ADJ
american_scientific_journal-3128	330	42	neurophysiology	neurophysiology	NOUN
american_scientific_journal-3128	330	43	119	119	NUM
american_scientific_journal-3128	330	44	,	,	PUNCT
american_scientific_journal-3128	330	45	p.	p.	NOUN
american_scientific_journal-3128	330	46	2570–2578	2570–2578	NUM
american_scientific_journal-3128	330	47	,	,	PUNCT
american_scientific_journal-3128	330	48	2008	2008	NUM
american_scientific_journal-3128	330	49	.	.	PUNCT
american_scientific_journal-3128	331	1	[	[	X
american_scientific_journal-3128	331	2	19	19	NUM
american_scientific_journal-3128	331	3	]	]	X
american_scientific_journal-3128	331	4	t.	t.	PROPN
american_scientific_journal-3128	331	5	lipping	lipping	PROPN
american_scientific_journal-3128	331	6	,	,	PUNCT
american_scientific_journal-3128	331	7	r.	r.	PROPN
american_scientific_journal-3128	331	8	ferenets	ferenet	NOUN
american_scientific_journal-3128	331	9	,	,	PUNCT
american_scientific_journal-3128	331	10	p.	p.	NOUN
american_scientific_journal-3128	331	11	puumala	puumala	NOUN
american_scientific_journal-3128	331	12	,	,	PUNCT
american_scientific_journal-3128	331	13	k.	k.	PROPN
american_scientific_journal-3128	331	14	suominen	suominen	PROPN
american_scientific_journal-3128	331	15	,	,	PUNCT
american_scientific_journal-3128	331	16	e.	e.	PROPN
american_scientific_journal-3128	331	17	karvonen	karvonen	PROPN
american_scientific_journal-3128	331	18	,	,	PUNCT
american_scientific_journal-3128	331	19	"	"	PUNCT
american_scientific_journal-3128	331	20	eeg	eeg	X
american_scientific_journal-3128	331	21	independent	independent	ADJ
american_scientific_journal-3128	331	22	component	component	NOUN
american_scientific_journal-3128	331	23	and	and	CCONJ
american_scientific_journal-3128	331	24	coherence	coherence	NOUN
american_scientific_journal-3128	331	25	analysis	analysis	NOUN
american_scientific_journal-3128	331	26	from	from	ADP
american_scientific_journal-3128	331	27	scalp	scalp	NOUN
american_scientific_journal-3128	331	28	and	and	CCONJ
american_scientific_journal-3128	331	29	depth	depth	NOUN
american_scientific_journal-3128	331	30	electrodes	electrode	NOUN
american_scientific_journal-3128	331	31	during	during	ADP
american_scientific_journal-3128	331	32	propofol	propofol	NOUN
american_scientific_journal-3128	331	33	anesthesia	anesthesia	ADJ
american_scientific_journal-3128	331	34	,	,	PUNCT
american_scientific_journal-3128	331	35	"	"	PUNCT
american_scientific_journal-3128	331	36	in	in	ADP
american_scientific_journal-3128	331	37	proceedings	proceeding	NOUN
american_scientific_journal-3128	331	38	of	of	ADP
american_scientific_journal-3128	331	39	the	the	DET
american_scientific_journal-3128	331	40	25th	25th	ADJ
american_scientific_journal-3128	331	41	annual	annual	ADJ
american_scientific_journal-3128	331	42	intemational	intemational	ADJ
american_scientific_journal-3128	331	43	conference	conference	NOUN
american_scientific_journal-3128	331	44	of	of	ADP
american_scientific_journal-3128	331	45	the	the	DET
american_scientific_journal-3128	331	46	ieee	ieee	NOUN
american_scientific_journal-3128	331	47	embs	embs	PROPN
american_scientific_journal-3128	331	48	,	,	PUNCT
american_scientific_journal-3128	331	49	cancun	cancun	PROPN
american_scientific_journal-3128	331	50	,	,	PUNCT
american_scientific_journal-3128	331	51	mexico	mexico	PROPN
american_scientific_journal-3128	331	52	,	,	PUNCT
american_scientific_journal-3128	331	53	2003	2003	NUM
american_scientific_journal-3128	331	54	.	.	PUNCT
american_scientific_journal-3128	332	1	[	[	X
american_scientific_journal-3128	332	2	20	20	NUM
american_scientific_journal-3128	332	3	]	]	X
american_scientific_journal-3128	332	4	ahmad	ahmad	PROPN
american_scientific_journal-3128	332	5	khodayari	khodayari	PROPN
american_scientific_journal-3128	332	6	-	-	PUNCT
american_scientific_journal-3128	332	7	rostamabad	rostamabad	PROPN
american_scientific_journal-3128	332	8	,	,	PUNCT
american_scientific_journal-3128	332	9	gary	gary	PROPN
american_scientific_journal-3128	332	10	m.	m.	PROPN
american_scientific_journal-3128	332	11	hasey	hasey	PROPN
american_scientific_journal-3128	332	12	,	,	PUNCT
american_scientific_journal-3128	332	13	duncan	duncan	PROPN
american_scientific_journal-3128	332	14	j.	j.	PROPN
american_scientific_journal-3128	332	15	maccrimmon	maccrimmon	PROPN
american_scientific_journal-3128	332	16	,	,	PUNCT
american_scientific_journal-3128	332	17	james	james	PROPN
american_scientific_journal-3128	332	18	p.	p.	PROPN
american_scientific_journal-3128	332	19	reilly	reilly	PROPN
american_scientific_journal-3128	332	20	,	,	PUNCT
american_scientific_journal-3128	332	21	hubert	hubert	PROPN
american_scientific_journal-3128	332	22	de	de	PROPN
american_scientific_journal-3128	332	23	bruin	bruin	PROPN
american_scientific_journal-3128	332	24	,	,	PUNCT
american_scientific_journal-3128	332	25	"	"	PUNCT
american_scientific_journal-3128	332	26	a	a	DET
american_scientific_journal-3128	332	27	pilot	pilot	NOUN
american_scientific_journal-3128	332	28	study	study	NOUN
american_scientific_journal-3128	332	29	to	to	PART
american_scientific_journal-3128	332	30	determine	determine	VERB
american_scientific_journal-3128	332	31	whether	whether	SCONJ
american_scientific_journal-3128	332	32	machine	machine	NOUN
american_scientific_journal-3128	332	33	learning	learning	NOUN
american_scientific_journal-3128	332	34	methodologies	methodology	NOUN
american_scientific_journal-3128	332	35	using	use	VERB
american_scientific_journal-3128	332	36	pre	pre	ADJ
american_scientific_journal-3128	332	37	-	-	ADJ
american_scientific_journal-3128	332	38	treatment	treatment	ADJ
american_scientific_journal-3128	332	39	electroencephalography	electroencephalography	NOUN
american_scientific_journal-3128	332	40	can	can	AUX
american_scientific_journal-3128	332	41	predict	predict	VERB
american_scientific_journal-3128	332	42	the	the	DET
american_scientific_journal-3128	332	43	symptomatic	symptomatic	ADJ
american_scientific_journal-3128	332	44	response	response	NOUN
american_scientific_journal-3128	332	45	to	to	ADP
american_scientific_journal-3128	332	46	clozapine	clozapine	NOUN
american_scientific_journal-3128	332	47	therapy	therapy	NOUN
american_scientific_journal-3128	332	48	,	,	PUNCT
american_scientific_journal-3128	332	49	"	"	PUNCT
american_scientific_journal-3128	332	50	clinical	clinical	ADJ
american_scientific_journal-3128	332	51	neurophysiology	neurophysiology	NOUN
american_scientific_journal-3128	332	52	121	121	NUM
american_scientific_journal-3128	332	53	,	,	PUNCT
american_scientific_journal-3128	332	54	p.	p.	NOUN
american_scientific_journal-3128	332	55	1998–2006	1998–2006	NUM
american_scientific_journal-3128	332	56	,	,	PUNCT
american_scientific_journal-3128	332	57	2010	2010	NUM
american_scientific_journal-3128	332	58	.	.	PUNCT
american_scientific_journal-3128	333	1	[	[	X
american_scientific_journal-3128	333	2	21	21	NUM
american_scientific_journal-3128	333	3	]	]	X
american_scientific_journal-3128	333	4	ben	ben	PROPN
american_scientific_journal-3128	333	5	h.	h.	PROPN
american_scientific_journal-3128	333	6	jansen	jansen	PROPN
american_scientific_journal-3128	333	7	,	,	PUNCT
american_scientific_journal-3128	333	8	john	john	PROPN
american_scientific_journal-3128	333	9	r.	r.	PROPN
american_scientific_journal-3128	333	10	bourne	bourne	PROPN
american_scientific_journal-3128	333	11	,	,	PUNCT
american_scientific_journal-3128	333	12	senior	senior	ADJ
american_scientific_journal-3128	333	13	and	and	CCONJ
american_scientific_journal-3128	333	14	james	james	PROPN
american_scientific_journal-3128	333	15	w.	w.	PROPN
american_scientific_journal-3128	333	16	ward	ward	PROPN
american_scientific_journal-3128	333	17	,	,	PUNCT
american_scientific_journal-3128	333	18	"	"	PUNCT
american_scientific_journal-3128	333	19	autoregressive	autoregressive	ADJ
american_scientific_journal-3128	333	20	estimation	estimation	NOUN
american_scientific_journal-3128	333	21	of	of	ADP
american_scientific_journal-3128	333	22	short	short	ADJ
american_scientific_journal-3128	333	23	segment	segment	NOUN
american_scientific_journal-3128	333	24	spectra	spectra	NOUN
american_scientific_journal-3128	333	25	for	for	ADP
american_scientific_journal-3128	333	26	computerized	computerized	ADJ
american_scientific_journal-3128	333	27	eeg	eeg	NOUN
american_scientific_journal-3128	333	28	analysis	analysis	NOUN
american_scientific_journal-3128	333	29	,	,	PUNCT
american_scientific_journal-3128	333	30	"	"	PUNCT
american_scientific_journal-3128	333	31	biomedical	biomedical	ADJ
american_scientific_journal-3128	333	32	engineering	engineering	NOUN
american_scientific_journal-3128	333	33	,	,	PUNCT
american_scientific_journal-3128	333	34	ieee	ieee	NOUN
american_scientific_journal-3128	333	35	,	,	PUNCT
american_scientific_journal-3128	333	36	pp	pp	ADJ
american_scientific_journal-3128	333	37	.	.	PUNCT
american_scientific_journal-3128	334	1	630	630	NUM
american_scientific_journal-3128	334	2	638	638	NUM
american_scientific_journal-3128	334	3	,	,	PUNCT
american_scientific_journal-3128	334	4	1981	1981	NUM
american_scientific_journal-3128	334	5	.	.	PUNCT
american_scientific_journal-3128	335	1	[	[	X
american_scientific_journal-3128	335	2	22	22	NUM
american_scientific_journal-3128	335	3	]	]	X
american_scientific_journal-3128	335	4	saman	saman	PROPN
american_scientific_journal-3128	335	5	sarraf	sarraf	PROPN
american_scientific_journal-3128	335	6	,	,	PUNCT
american_scientific_journal-3128	335	7	cristina	cristina	PROPN
american_scientific_journal-3128	335	8	saverino	saverino	PROPN
american_scientific_journal-3128	335	9	,	,	PUNCT
american_scientific_journal-3128	335	10	ali	ali	PROPN
american_scientific_journal-3128	335	11	mohammad	mohammad	PROPN
american_scientific_journal-3128	335	12	golestani	golestani	PROPN
american_scientific_journal-3128	335	13	,	,	PUNCT
american_scientific_journal-3128	335	14	"	"	PUNCT
american_scientific_journal-3128	335	15	a	a	DET
american_scientific_journal-3128	335	16	robust	robust	ADJ
american_scientific_journal-3128	335	17	and	and	CCONJ
american_scientific_journal-3128	335	18	adaptive	adaptive	ADJ
american_scientific_journal-3128	335	19	decision	decision	NOUN
american_scientific_journal-3128	335	20	-	-	PUNCT
american_scientific_journal-3128	335	21	making	make	VERB
american_scientific_journal-3128	335	22	algorithm	algorithm	NOUN
american_scientific_journal-3128	335	23	for	for	ADP
american_scientific_journal-3128	335	24	detecting	detect	VERB
american_scientific_journal-3128	335	25	brain	brain	NOUN
american_scientific_journal-3128	335	26	networks	network	NOUN
american_scientific_journal-3128	335	27	using	use	VERB
american_scientific_journal-3128	335	28	functional	functional	ADJ
american_scientific_journal-3128	335	29	mri	mri	NOUN
american_scientific_journal-3128	335	30	within	within	ADP
american_scientific_journal-3128	335	31	the	the	DET
american_scientific_journal-3128	335	32	spatial	spatial	ADJ
american_scientific_journal-3128	335	33	and	and	CCONJ
american_scientific_journal-3128	335	34	frequency	frequency	NOUN
american_scientific_journal-3128	335	35	domain	domain	NOUN
american_scientific_journal-3128	335	36	,	,	PUNCT
american_scientific_journal-3128	335	37	"	"	PUNCT
american_scientific_journal-3128	335	38	in	in	ADP
american_scientific_journal-3128	335	39	the	the	DET
american_scientific_journal-3128	335	40	ieee	ieee	NOUN
american_scientific_journal-3128	335	41	international	international	PROPN
american_scientific_journal-3128	335	42	conference	conference	NOUN
american_scientific_journal-3128	335	43	on	on	ADP
american_scientific_journal-3128	335	44	biomedical	biomedical	ADJ
american_scientific_journal-3128	335	45	and	and	CCONJ
american_scientific_journal-3128	335	46	health	health	NOUN
american_scientific_journal-3128	335	47	informatics	informatic	NOUN
american_scientific_journal-3128	335	48	(	(	PUNCT
american_scientific_journal-3128	335	49	bhi	bhi	PROPN
american_scientific_journal-3128	335	50	)	)	PUNCT
american_scientific_journal-3128	335	51	,	,	PUNCT
american_scientific_journal-3128	335	52	las	las	PROPN
american_scientific_journal-3128	335	53	vegas	vegas	PROPN
american_scientific_journal-3128	335	54	,	,	PUNCT
american_scientific_journal-3128	335	55	2016	2016	NUM