id	sid	tid	token	lemma	pos
bracis-33552	1	1	a	a	DET
bracis-33552	1	2	novel	novel	ADJ
bracis-33552	1	3	genetic	genetic	ADJ
bracis-33552	1	4	algorithm	algorithm	NOUN
bracis-33552	1	5	approach	approach	NOUN
bracis-33552	1	6	for	for	ADP
bracis-33552	1	7	discriminative	discriminative	NOUN
bracis-33552	1	8	subspace	subspace	NOUN
bracis-33552	1	9	optimization	optimization	NOUN
bracis-33552	1	10	|	|	NOUN
bracis-33552	1	11	springer	springer	NOUN
bracis-33552	1	12	nature	nature	PROPN
bracis-33552	1	13	link	link	PROPN
bracis-33552	1	14	(	(	PUNCT
bracis-33552	1	15	formerly	formerly	ADV
bracis-33552	1	16	springerlink	springerlink	NOUN
bracis-33552	1	17	)	)	PUNCT
bracis-33552	1	18	skip	skip	VERB
bracis-33552	1	19	to	to	ADP
bracis-33552	1	20	main	main	ADJ
bracis-33552	1	21	content	content	NOUN
bracis-33552	1	22	advertisement	advertisement	NOUN
bracis-33552	1	23	log	log	NOUN
bracis-33552	1	24	in	in	ADP
bracis-33552	1	25	menu	menu	NOUN
bracis-33552	1	26	find	find	VERB
bracis-33552	1	27	a	a	DET
bracis-33552	1	28	journal	journal	NOUN
bracis-33552	1	29	publish	publish	VERB
bracis-33552	1	30	with	with	ADP
bracis-33552	1	31	us	we	PRON
bracis-33552	1	32	track	track	VERB
bracis-33552	1	33	your	your	PRON
bracis-33552	1	34	research	research	NOUN
bracis-33552	1	35	search	search	NOUN
bracis-33552	1	36	cart	cart	NOUN
bracis-33552	1	37	home	home	NOUN
bracis-33552	1	38	intelligent	intelligent	ADJ
bracis-33552	1	39	systems	system	NOUN
bracis-33552	1	40	conference	conference	NOUN
bracis-33552	1	41	paper	paper	NOUN
bracis-33552	1	42	a	a	DET
bracis-33552	1	43	novel	novel	ADJ
bracis-33552	1	44	genetic	genetic	ADJ
bracis-33552	1	45	algorithm	algorithm	NOUN
bracis-33552	1	46	approach	approach	NOUN
bracis-33552	1	47	for	for	ADP
bracis-33552	1	48	discriminative	discriminative	NOUN
bracis-33552	1	49	subspace	subspace	NOUN
bracis-33552	1	50	optimization	optimization	NOUN
bracis-33552	1	51	conference	conference	NOUN
bracis-33552	1	52	paper	paper	NOUN
bracis-33552	1	53	first	first	ADV
bracis-33552	1	54	online	online	ADV
bracis-33552	1	55	:	:	PUNCT
bracis-33552	1	56	30	30	NUM
bracis-33552	1	57	january	january	NOUN
bracis-33552	1	58	2025	2025	NUM
bracis-33552	1	59	pp	pp	ADP
bracis-33552	1	60	64–79	64–79	ADV
bracis-33552	1	61	cite	cite	VERB
bracis-33552	1	62	this	this	DET
bracis-33552	1	63	conference	conference	NOUN
bracis-33552	1	64	paper	paper	NOUN
bracis-33552	1	65	access	access	NOUN
bracis-33552	1	66	provided	provide	VERB
bracis-33552	1	67	by	by	ADP
bracis-33552	1	68	university	university	PROPN
bracis-33552	1	69	of	of	ADP
bracis-33552	1	70	notre	notre	PROPN
bracis-33552	1	71	dame	dame	PROPN
bracis-33552	1	72	hesburgh	hesburgh	PROPN
bracis-33552	1	73	library	library	PROPN
bracis-33552	1	74	download	download	PROPN
bracis-33552	1	75	book	book	NOUN
bracis-33552	1	76	pdf	pdf	PROPN
bracis-33552	1	77	download	download	NOUN
bracis-33552	1	78	book	book	NOUN
bracis-33552	1	79	epub	epub	PROPN
bracis-33552	1	80	intelligent	intelligent	ADJ
bracis-33552	1	81	systems	system	NOUN
bracis-33552	1	82	(	(	PUNCT
bracis-33552	1	83	bracis	bracis	NOUN
bracis-33552	1	84	2024	2024	NUM
bracis-33552	1	85	)	)	PUNCT
bracis-33552	1	86	a	a	DET
bracis-33552	1	87	novel	novel	ADJ
bracis-33552	1	88	genetic	genetic	ADJ
bracis-33552	1	89	algorithm	algorithm	NOUN
bracis-33552	1	90	approach	approach	NOUN
bracis-33552	1	91	for	for	ADP
bracis-33552	1	92	discriminative	discriminative	NOUN
bracis-33552	1	93	subspace	subspace	NOUN
bracis-33552	1	94	optimization	optimization	NOUN
bracis-33552	1	95	download	download	NOUN
bracis-33552	1	96	book	book	NOUN
bracis-33552	1	97	pdf	pdf	PROPN
bracis-33552	1	98	download	download	NOUN
bracis-33552	1	99	book	book	PROPN
bracis-33552	1	100	epub	epub	PROPN
bracis-33552	1	101	bernardo	bernardo	PROPN
bracis-33552	1	102	b.	b.	PROPN
bracis-33552	1	103	gatto9	gatto9	PROPN
bracis-33552	1	104	,	,	PUNCT
bracis-33552	1	105	marco	marco	PROPN
bracis-33552	1	106	a.	a.	PROPN
bracis-33552	1	107	f.	f.	PROPN
bracis-33552	1	108	mollinetti9	mollinetti9	PROPN
bracis-33552	1	109	,	,	PUNCT
bracis-33552	1	110	eulanda	eulanda	PROPN
bracis-33552	1	111	m.	m.	NOUN
bracis-33552	1	112	dos	do	NOUN
bracis-33552	1	113	santos10	santos10	VERB
bracis-33552	1	114	,	,	PUNCT
bracis-33552	1	115	alessandro	alessandro	PROPN
bracis-33552	1	116	l.	l.	PROPN
bracis-33552	1	117	koerich11	koerich11	PROPN
bracis-33552	1	118	&	&	CCONJ
bracis-33552	1	119	…	…	PUNCT
bracis-33552	1	120	waldir	waldir	NOUN
bracis-33552	1	121	s.	s.	PROPN
bracis-33552	1	122	da	da	PROPN
bracis-33552	1	123	silva	silva	PROPN
bracis-33552	1	124	junior12	junior12	PROPN
bracis-33552	1	125	  	  	SPACE
bracis-33552	1	126	show	show	VERB
bracis-33552	1	127	authors	author	NOUN
bracis-33552	1	128	part	part	NOUN
bracis-33552	1	129	of	of	ADP
bracis-33552	1	130	the	the	DET
bracis-33552	1	131	book	book	NOUN
bracis-33552	1	132	series	series	NOUN
bracis-33552	1	133	:	:	PUNCT
bracis-33552	1	134	lecture	lecture	NOUN
bracis-33552	1	135	notes	note	NOUN
bracis-33552	1	136	in	in	ADP
bracis-33552	1	137	computer	computer	NOUN
bracis-33552	1	138	science	science	NOUN
bracis-33552	1	139	(	(	PUNCT
bracis-33552	1	140	(	(	PUNCT
bracis-33552	1	141	lnai	lnai	ADJ
bracis-33552	1	142	,	,	PUNCT
bracis-33552	1	143	volume	volume	NOUN
bracis-33552	1	144	15412	15412	NUM
bracis-33552	1	145	)	)	PUNCT
bracis-33552	1	146	)	)	PUNCT
bracis-33552	1	147	included	include	VERB
bracis-33552	1	148	in	in	ADP
bracis-33552	1	149	the	the	DET
bracis-33552	1	150	following	follow	VERB
bracis-33552	1	151	conference	conference	NOUN
bracis-33552	1	152	series	series	NOUN
bracis-33552	1	153	:	:	PUNCT
bracis-33552	1	154	brazilian	brazilian	ADJ
bracis-33552	1	155	conference	conference	NOUN
bracis-33552	1	156	on	on	ADP
bracis-33552	1	157	intelligent	intelligent	ADJ
bracis-33552	1	158	systems	system	NOUN
bracis-33552	1	159	482	482	NUM
bracis-33552	1	160	accesses	access	NOUN
bracis-33552	1	161	abstract	abstract	ADJ
bracis-33552	1	162	image	image	NOUN
bracis-33552	1	163	set	set	VERB
bracis-33552	1	164	representation	representation	NOUN
bracis-33552	1	165	by	by	ADP
bracis-33552	1	166	subspace	subspace	NOUN
bracis-33552	1	167	methods	method	NOUN
bracis-33552	1	168	has	have	AUX
bracis-33552	1	169	shown	show	VERB
bracis-33552	1	170	to	to	PART
bracis-33552	1	171	be	be	AUX
bracis-33552	1	172	effective	effective	ADJ
bracis-33552	1	173	for	for	ADP
bracis-33552	1	174	several	several	ADJ
bracis-33552	1	175	image	image	NOUN
bracis-33552	1	176	processing	processing	NOUN
bracis-33552	1	177	tasks	task	NOUN
bracis-33552	1	178	,	,	PUNCT
bracis-33552	1	179	such	such	ADJ
bracis-33552	1	180	as	as	ADP
bracis-33552	1	181	classifying	classify	VERB
bracis-33552	1	182	multiple	multiple	ADJ
bracis-33552	1	183	images	image	NOUN
bracis-33552	1	184	and	and	CCONJ
bracis-33552	1	185	videos	video	NOUN
bracis-33552	1	186	.	.	PUNCT
bracis-33552	2	1	a	a	DET
bracis-33552	2	2	subspace	subspace	NOUN
bracis-33552	2	3	exploits	exploit	VERB
bracis-33552	2	4	the	the	DET
bracis-33552	2	5	geometrical	geometrical	ADJ
bracis-33552	2	6	structure	structure	NOUN
bracis-33552	2	7	in	in	ADP
bracis-33552	2	8	which	which	PRON
bracis-33552	2	9	images	image	NOUN
bracis-33552	2	10	are	be	AUX
bracis-33552	2	11	distributed	distribute	VERB
bracis-33552	2	12	,	,	PUNCT
bracis-33552	2	13	representing	represent	VERB
bracis-33552	2	14	the	the	DET
bracis-33552	2	15	image	image	NOUN
bracis-33552	2	16	set	set	VERB
bracis-33552	2	17	with	with	ADP
bracis-33552	2	18	a	a	DET
bracis-33552	2	19	fixed	fix	VERB
bracis-33552	2	20	dimension	dimension	NOUN
bracis-33552	2	21	giving	give	VERB
bracis-33552	2	22	more	more	ADJ
bracis-33552	2	23	statistical	statistical	ADJ
bracis-33552	2	24	robustness	robustness	NOUN
bracis-33552	2	25	to	to	ADP
bracis-33552	2	26	input	input	NOUN
bracis-33552	2	27	noise	noise	NOUN
bracis-33552	2	28	and	and	CCONJ
bracis-33552	2	29	compactness	compactness	NOUN
bracis-33552	2	30	to	to	ADP
bracis-33552	2	31	the	the	DET
bracis-33552	2	32	images	image	NOUN
bracis-33552	2	33	.	.	PUNCT
bracis-33552	3	1	the	the	DET
bracis-33552	3	2	mutual	mutual	ADJ
bracis-33552	3	3	subspace	subspace	NOUN
bracis-33552	3	4	method	method	NOUN
bracis-33552	3	5	(	(	PUNCT
bracis-33552	3	6	msm	msm	NOUN
bracis-33552	3	7	)	)	PUNCT
bracis-33552	3	8	and	and	CCONJ
bracis-33552	3	9	its	its	PRON
bracis-33552	3	10	extensions	extension	NOUN
bracis-33552	3	11	,	,	PUNCT
bracis-33552	3	12	the	the	DET
bracis-33552	3	13	orthogonal	orthogonal	ADJ
bracis-33552	3	14	mutual	mutual	ADJ
bracis-33552	3	15	subspace	subspace	NOUN
bracis-33552	3	16	method	method	NOUN
bracis-33552	3	17	(	(	PUNCT
bracis-33552	3	18	omsm	omsm	NOUN
bracis-33552	3	19	)	)	PUNCT
bracis-33552	3	20	,	,	PUNCT
bracis-33552	3	21	and	and	CCONJ
bracis-33552	3	22	the	the	DET
bracis-33552	3	23	generalized	generalized	ADJ
bracis-33552	3	24	difference	difference	NOUN
bracis-33552	3	25	subspace	subspace	NOUN
bracis-33552	3	26	(	(	PUNCT
bracis-33552	3	27	gds	gds	PROPN
bracis-33552	3	28	)	)	PUNCT
bracis-33552	3	29	are	be	AUX
bracis-33552	3	30	the	the	DET
bracis-33552	3	31	most	most	ADV
bracis-33552	3	32	prominent	prominent	ADJ
bracis-33552	3	33	subspace	subspace	NOUN
bracis-33552	3	34	methods	method	NOUN
bracis-33552	3	35	employed	employ	VERB
bracis-33552	3	36	.	.	PUNCT
bracis-33552	4	1	however	however	ADV
bracis-33552	4	2	,	,	PUNCT
bracis-33552	4	3	these	these	DET
bracis-33552	4	4	methods	method	NOUN
bracis-33552	4	5	require	require	VERB
bracis-33552	4	6	solving	solve	VERB
bracis-33552	4	7	a	a	DET
bracis-33552	4	8	nonlinear	nonlinear	ADJ
bracis-33552	4	9	optimization	optimization	NOUN
bracis-33552	4	10	which	which	PRON
bracis-33552	4	11	lacks	lack	VERB
bracis-33552	4	12	a	a	DET
bracis-33552	4	13	closed	closed	ADJ
bracis-33552	4	14	-	-	PUNCT
bracis-33552	4	15	form	form	NOUN
bracis-33552	4	16	solution	solution	NOUN
bracis-33552	4	17	.	.	PUNCT
bracis-33552	5	1	in	in	ADP
bracis-33552	5	2	this	this	DET
bracis-33552	5	3	paper	paper	NOUN
bracis-33552	5	4	,	,	PUNCT
bracis-33552	5	5	we	we	PRON
bracis-33552	5	6	present	present	VERB
bracis-33552	5	7	a	a	DET
bracis-33552	5	8	metaheuristic	metaheuristic	ADV
bracis-33552	5	9	-	-	PUNCT
bracis-33552	5	10	based	base	VERB
bracis-33552	5	11	approach	approach	NOUN
bracis-33552	5	12	for	for	ADP
bracis-33552	5	13	discriminative	discriminative	NOUN
bracis-33552	5	14	subspace	subspace	NOUN
bracis-33552	5	15	optimization	optimization	NOUN
bracis-33552	5	16	.	.	PUNCT
bracis-33552	6	1	we	we	PRON
bracis-33552	6	2	develop	develop	VERB
bracis-33552	6	3	a	a	DET
bracis-33552	6	4	genetic	genetic	ADJ
bracis-33552	6	5	algorithm	algorithm	NOUN
bracis-33552	6	6	(	(	PUNCT
bracis-33552	6	7	ga	ga	NOUN
bracis-33552	6	8	)	)	PUNCT
bracis-33552	6	9	for	for	ADP
bracis-33552	6	10	integrating	integrate	VERB
bracis-33552	6	11	omsm	omsm	NOUN
bracis-33552	6	12	and	and	CCONJ
bracis-33552	6	13	gds	gds	PROPN
bracis-33552	6	14	discriminative	discriminative	NOUN
bracis-33552	6	15	subspaces	subspace	NOUN
bracis-33552	6	16	.	.	PUNCT
bracis-33552	7	1	the	the	DET
bracis-33552	7	2	initialization	initialization	NOUN
bracis-33552	7	3	strategy	strategy	NOUN
bracis-33552	7	4	and	and	CCONJ
bracis-33552	7	5	the	the	DET
bracis-33552	7	6	genetic	genetic	ADJ
bracis-33552	7	7	operators	operator	NOUN
bracis-33552	7	8	of	of	ADP
bracis-33552	7	9	the	the	DET
bracis-33552	7	10	ga	ga	PROPN
bracis-33552	7	11	provide	provide	VERB
bracis-33552	7	12	quality	quality	NOUN
bracis-33552	7	13	of	of	ADP
bracis-33552	7	14	objective	objective	ADJ
bracis-33552	7	15	function	function	NOUN
bracis-33552	7	16	value	value	NOUN
bracis-33552	7	17	of	of	ADP
bracis-33552	7	18	solutions	solution	NOUN
bracis-33552	7	19	and	and	CCONJ
bracis-33552	7	20	preserve	preserve	VERB
bracis-33552	7	21	their	their	PRON
bracis-33552	7	22	feasibility	feasibility	NOUN
bracis-33552	7	23	without	without	ADP
bracis-33552	7	24	any	any	DET
bracis-33552	7	25	extra	extra	ADJ
bracis-33552	7	26	repair	repair	NOUN
bracis-33552	7	27	step	step	NOUN
bracis-33552	7	28	.	.	PUNCT
bracis-33552	8	1	we	we	PRON
bracis-33552	8	2	validated	validate	VERB
bracis-33552	8	3	our	our	PRON
bracis-33552	8	4	approach	approach	NOUN
bracis-33552	8	5	on	on	ADP
bracis-33552	8	6	four	four	NUM
bracis-33552	8	7	object	object	NOUN
bracis-33552	8	8	recognition	recognition	NOUN
bracis-33552	8	9	datasets	dataset	NOUN
bracis-33552	8	10	.	.	PUNCT
bracis-33552	9	1	results	result	NOUN
bracis-33552	9	2	show	show	VERB
bracis-33552	9	3	that	that	SCONJ
bracis-33552	9	4	our	our	PRON
bracis-33552	9	5	optimization	optimization	NOUN
bracis-33552	9	6	method	method	NOUN
bracis-33552	9	7	outperforms	outperform	VERB
bracis-33552	9	8	related	relate	VERB
bracis-33552	9	9	methods	method	NOUN
bracis-33552	9	10	in	in	ADP
bracis-33552	9	11	accuracy	accuracy	NOUN
bracis-33552	9	12	and	and	CCONJ
bracis-33552	9	13	highlights	highlight	NOUN
bracis-33552	9	14	the	the	DET
bracis-33552	9	15	use	use	NOUN
bracis-33552	9	16	of	of	ADP
bracis-33552	9	17	evolutionary	evolutionary	ADJ
bracis-33552	9	18	algorithms	algorithm	NOUN
bracis-33552	9	19	for	for	ADP
bracis-33552	9	20	subspace	subspace	NOUN
bracis-33552	9	21	optimization	optimization	NOUN
bracis-33552	9	22	.	.	PUNCT
bracis-33552	10	1	code	code	NOUN
bracis-33552	10	2	:	:	PUNCT
bracis-33552	11	1	https://github.com/bernardo-gatto/evolving_manifold	https://github.com/bernardo-gatto/evolving_manifold	PROPN
bracis-33552	11	2	.	.	PUNCT
bracis-33552	12	1	access	access	NOUN
bracis-33552	12	2	provided	provide	VERB
bracis-33552	12	3	by	by	ADP
bracis-33552	12	4	university	university	PROPN
bracis-33552	12	5	of	of	ADP
bracis-33552	12	6	notre	notre	PROPN
bracis-33552	12	7	dame	dame	PROPN
bracis-33552	12	8	hesburgh	hesburgh	PROPN
bracis-33552	12	9	library	library	PROPN
bracis-33552	12	10	.	.	PUNCT
bracis-33552	13	1	download	download	PROPN
bracis-33552	13	2	conference	conference	NOUN
bracis-33552	13	3	paper	paper	NOUN
bracis-33552	13	4	pdf	pdf	NOUN
bracis-33552	13	5	similar	similar	ADJ
bracis-33552	13	6	content	content	NOUN
bracis-33552	13	7	being	be	AUX
bracis-33552	13	8	viewed	view	VERB
bracis-33552	13	9	by	by	ADP
bracis-33552	13	10	others	other	NOUN
bracis-33552	13	11	sub	sub	ADJ
bracis-33552	13	12	-	-	ADJ
bracis-33552	13	13	gan	gan	ADJ
bracis-33552	13	14	:	:	PUNCT
bracis-33552	13	15	an	an	DET
bracis-33552	13	16	unsupervised	unsupervised	ADJ
bracis-33552	13	17	generative	generative	ADJ
bracis-33552	13	18	model	model	NOUN
bracis-33552	13	19	via	via	ADP
bracis-33552	13	20	subspaces	subspace	NOUN
bracis-33552	13	21	chapter	chapter	NOUN
bracis-33552	13	22	©	©	ADP
bracis-33552	13	23	2018	2018	NUM
bracis-33552	13	24	a	a	DET
bracis-33552	13	25	genetic	genetic	ADJ
bracis-33552	13	26	algorithm	algorithm	NOUN
bracis-33552	13	27	based	base	VERB
bracis-33552	13	28	technique	technique	NOUN
bracis-33552	13	29	for	for	ADP
bracis-33552	13	30	outlier	outlier	ADJ
bracis-33552	13	31	detection	detection	NOUN
bracis-33552	13	32	with	with	ADP
bracis-33552	13	33	fast	fast	ADJ
bracis-33552	13	34	convergence	convergence	NOUN
bracis-33552	13	35	chapter	chapter	NOUN
bracis-33552	13	36	©	©	PROPN
bracis-33552	13	37	2018	2018	NUM
bracis-33552	13	38	3d	3d	NUM
bracis-33552	13	39	object	object	NOUN
bracis-33552	13	40	recognition	recognition	NOUN
bracis-33552	13	41	with	with	ADP
bracis-33552	13	42	enhanced	enhanced	ADJ
bracis-33552	13	43	grassmann	grassmann	PROPN
bracis-33552	13	44	discriminant	discriminant	ADJ
bracis-33552	13	45	analysis	analysis	NOUN
bracis-33552	13	46	chapter	chapter	NOUN
bracis-33552	13	47	©	©	NOUN
bracis-33552	13	48	2017	2017	NUM
bracis-33552	13	49	1	1	NUM
bracis-33552	13	50	introduction	introduction	NOUN
bracis-33552	13	51	the	the	DET
bracis-33552	13	52	problem	problem	NOUN
bracis-33552	13	53	of	of	ADP
bracis-33552	13	54	classifying	classify	VERB
bracis-33552	13	55	image	image	NOUN
bracis-33552	13	56	sets	set	NOUN
bracis-33552	13	57	has	have	AUX
bracis-33552	13	58	been	be	AUX
bracis-33552	13	59	widely	widely	ADV
bracis-33552	13	60	investigated	investigate	VERB
bracis-33552	13	61	in	in	ADP
bracis-33552	13	62	computer	computer	NOUN
bracis-33552	13	63	vision	vision	NOUN
bracis-33552	13	64	and	and	CCONJ
bracis-33552	13	65	supports	support	VERB
bracis-33552	13	66	several	several	ADJ
bracis-33552	13	67	applications	application	NOUN
bracis-33552	13	68	by	by	ADP
bracis-33552	13	69	handling	handle	VERB
bracis-33552	13	70	,	,	PUNCT
bracis-33552	13	71	learning	learning	NOUN
bracis-33552	13	72	,	,	PUNCT
bracis-33552	13	73	and	and	CCONJ
bracis-33552	13	74	classifying	classify	VERB
bracis-33552	13	75	data	datum	NOUN
bracis-33552	13	76	from	from	ADP
bracis-33552	13	77	multiple	multiple	ADJ
bracis-33552	13	78	view	view	NOUN
bracis-33552	13	79	cameras	camera	NOUN
bracis-33552	13	80	.	.	PUNCT
bracis-33552	14	1	for	for	ADP
bracis-33552	14	2	instance	instance	NOUN
bracis-33552	14	3	,	,	PUNCT
bracis-33552	14	4	in	in	ADP
bracis-33552	14	5	robot	robot	NOUN
bracis-33552	14	6	vision	vision	NOUN
bracis-33552	14	7	,	,	PUNCT
bracis-33552	14	8	where	where	SCONJ
bracis-33552	14	9	a	a	DET
bracis-33552	14	10	data	data	NOUN
bracis-33552	14	11	stream	stream	NOUN
bracis-33552	14	12	is	be	AUX
bracis-33552	14	13	available	available	ADJ
bracis-33552	14	14	 	 	SPACE
bracis-33552	15	1	[	[	X
bracis-33552	15	2	1	1	NUM
bracis-33552	15	3	,	,	PUNCT
bracis-33552	15	4	12	12	NUM
bracis-33552	15	5	,	,	PUNCT
bracis-33552	15	6	20	20	NUM
bracis-33552	15	7	,	,	PUNCT
bracis-33552	15	8	22	22	NUM
bracis-33552	15	9	]	]	PUNCT
bracis-33552	15	10	.	.	PUNCT
bracis-33552	16	1	in	in	ADP
bracis-33552	16	2	this	this	DET
bracis-33552	16	3	context	context	NOUN
bracis-33552	16	4	,	,	PUNCT
bracis-33552	16	5	a	a	DET
bracis-33552	16	6	pattern	pattern	NOUN
bracis-33552	16	7	set	set	VERB
bracis-33552	16	8	is	be	AUX
bracis-33552	16	9	a	a	DET
bracis-33552	16	10	collection	collection	NOUN
bracis-33552	16	11	of	of	ADP
bracis-33552	16	12	images	image	NOUN
bracis-33552	16	13	(	(	PUNCT
bracis-33552	16	14	or	or	CCONJ
bracis-33552	16	15	feature	feature	NOUN
bracis-33552	16	16	vectors	vector	NOUN
bracis-33552	16	17	)	)	PUNCT
bracis-33552	16	18	of	of	ADP
bracis-33552	16	19	the	the	DET
bracis-33552	16	20	same	same	ADJ
bracis-33552	16	21	object	object	NOUN
bracis-33552	16	22	or	or	CCONJ
bracis-33552	16	23	event	event	NOUN
bracis-33552	16	24	.	.	PUNCT
bracis-33552	17	1	this	this	DET
bracis-33552	17	2	set	set	NOUN
bracis-33552	17	3	can	can	AUX
bracis-33552	17	4	be	be	AUX
bracis-33552	17	5	unordered	unordered	ADJ
bracis-33552	17	6	where	where	SCONJ
bracis-33552	17	7	the	the	DET
bracis-33552	17	8	time	time	NOUN
bracis-33552	17	9	stamp	stamp	NOUN
bracis-33552	17	10	of	of	ADP
bracis-33552	17	11	the	the	DET
bracis-33552	17	12	collected	collect	VERB
bracis-33552	17	13	images	image	NOUN
bracis-33552	17	14	is	be	AUX
bracis-33552	17	15	not	not	PART
bracis-33552	17	16	relevant	relevant	ADJ
bracis-33552	17	17	.	.	PUNCT
bracis-33552	18	1	the	the	DET
bracis-33552	18	2	images	image	NOUN
bracis-33552	18	3	can	can	AUX
bracis-33552	18	4	also	also	ADV
bracis-33552	18	5	be	be	AUX
bracis-33552	18	6	ordered	order	VERB
bracis-33552	18	7	when	when	SCONJ
bracis-33552	18	8	the	the	DET
bracis-33552	18	9	timestamp	timestamp	NOUN
bracis-33552	18	10	is	be	AUX
bracis-33552	18	11	semantically	semantically	ADV
bracis-33552	18	12	meaningful	meaningful	ADJ
bracis-33552	18	13	.	.	PUNCT
bracis-33552	19	1	applications	application	NOUN
bracis-33552	19	2	of	of	ADP
bracis-33552	19	3	subspaces	subspace	NOUN
bracis-33552	19	4	for	for	ADP
bracis-33552	19	5	pattern	pattern	NOUN
bracis-33552	19	6	-	-	PUNCT
bracis-33552	19	7	set	set	VERB
bracis-33552	19	8	learning	learning	NOUN
bracis-33552	19	9	frequently	frequently	ADV
bracis-33552	19	10	use	use	VERB
bracis-33552	19	11	the	the	DET
bracis-33552	19	12	mutual	mutual	ADJ
bracis-33552	19	13	subspace	subspace	NOUN
bracis-33552	19	14	method	method	NOUN
bracis-33552	19	15	(	(	PUNCT
bracis-33552	19	16	msm	msm	NOUN
bracis-33552	19	17	)	)	PUNCT
bracis-33552	19	18	 	 	SPACE
bracis-33552	20	1	[	[	X
bracis-33552	20	2	16	16	NUM
bracis-33552	20	3	,	,	PUNCT
bracis-33552	20	4	23	23	NUM
bracis-33552	20	5	]	]	PUNCT
bracis-33552	20	6	.	.	PUNCT
bracis-33552	21	1	these	these	DET
bracis-33552	21	2	solutions	solution	NOUN
bracis-33552	21	3	are	be	AUX
bracis-33552	21	4	employed	employ	VERB
bracis-33552	21	5	to	to	PART
bracis-33552	21	6	solve	solve	VERB
bracis-33552	21	7	gesture	gesture	NOUN
bracis-33552	21	8	and	and	CCONJ
bracis-33552	21	9	action	action	NOUN
bracis-33552	21	10	recognition	recognition	NOUN
bracis-33552	21	11	problems	problem	NOUN
bracis-33552	21	12	,	,	PUNCT
bracis-33552	21	13	where	where	SCONJ
bracis-33552	21	14	video	video	NOUN
bracis-33552	21	15	clips	clip	NOUN
bracis-33552	21	16	are	be	AUX
bracis-33552	21	17	described	describe	VERB
bracis-33552	21	18	as	as	ADP
bracis-33552	21	19	subspaces	subspace	NOUN
bracis-33552	21	20	,	,	PUNCT
bracis-33552	21	21	in	in	ADP
bracis-33552	21	22	which	which	PRON
bracis-33552	21	23	each	each	DET
bracis-33552	21	24	subspace	subspace	NOUN
bracis-33552	21	25	is	be	AUX
bracis-33552	21	26	computed	compute	VERB
bracis-33552	21	27	from	from	ADP
bracis-33552	21	28	one	one	NUM
bracis-33552	21	29	of	of	ADP
bracis-33552	21	30	the	the	DET
bracis-33552	21	31	pattern	pattern	NOUN
bracis-33552	21	32	sets	set	NOUN
bracis-33552	21	33	.	.	PUNCT
bracis-33552	22	1	despite	despite	SCONJ
bracis-33552	22	2	its	its	PRON
bracis-33552	22	3	advantages	advantage	NOUN
bracis-33552	22	4	,	,	PUNCT
bracis-33552	22	5	traditional	traditional	ADJ
bracis-33552	22	6	subspace	subspace	NOUN
bracis-33552	22	7	methods	method	NOUN
bracis-33552	22	8	like	like	ADP
bracis-33552	22	9	msm	msm	NOUN
bracis-33552	22	10	lack	lack	NOUN
bracis-33552	22	11	discriminative	discriminative	NOUN
bracis-33552	22	12	feature	feature	NOUN
bracis-33552	22	13	extraction	extraction	NOUN
bracis-33552	22	14	,	,	PUNCT
bracis-33552	22	15	which	which	PRON
bracis-33552	22	16	is	be	AUX
bracis-33552	22	17	critical	critical	ADJ
bracis-33552	22	18	for	for	ADP
bracis-33552	22	19	efficient	efficient	ADJ
bracis-33552	22	20	pattern	pattern	NOUN
bracis-33552	22	21	set	set	VERB
bracis-33552	22	22	modeling	modeling	NOUN
bracis-33552	22	23	.	.	PUNCT
bracis-33552	23	1	a	a	DET
bracis-33552	23	2	useful	useful	ADJ
bracis-33552	23	3	pattern	pattern	NOUN
bracis-33552	23	4	-	-	PUNCT
bracis-33552	23	5	set	set	VERB
bracis-33552	23	6	model	model	NOUN
bracis-33552	23	7	requires	require	VERB
bracis-33552	23	8	robustness	robustness	NOUN
bracis-33552	23	9	to	to	ADP
bracis-33552	23	10	corrupt	corrupt	ADJ
bracis-33552	23	11	data	datum	NOUN
bracis-33552	23	12	;	;	PUNCT
bracis-33552	23	13	some	some	DET
bracis-33552	23	14	images	image	NOUN
bracis-33552	23	15	may	may	AUX
bracis-33552	23	16	contain	contain	VERB
bracis-33552	23	17	noise	noise	NOUN
bracis-33552	23	18	,	,	PUNCT
bracis-33552	23	19	occluded	occluded	ADJ
bracis-33552	23	20	targets	target	NOUN
bracis-33552	23	21	,	,	PUNCT
bracis-33552	23	22	or	or	CCONJ
bracis-33552	23	23	dropped	drop	VERB
bracis-33552	23	24	patches	patch	NOUN
bracis-33552	23	25	.	.	PUNCT
bracis-33552	24	1	the	the	DET
bracis-33552	24	2	model	model	NOUN
bracis-33552	24	3	must	must	AUX
bracis-33552	24	4	also	also	ADV
bracis-33552	24	5	correctly	correctly	ADV
bracis-33552	24	6	handle	handle	VERB
bracis-33552	24	7	a	a	DET
bracis-33552	24	8	variable	variable	ADJ
bracis-33552	24	9	set	set	VERB
bracis-33552	24	10	size	size	NOUN
bracis-33552	24	11	,	,	PUNCT
bracis-33552	24	12	maintaining	maintain	VERB
bracis-33552	24	13	its	its	PRON
bracis-33552	24	14	computational	computational	ADJ
bracis-33552	24	15	complexity	complexity	NOUN
bracis-33552	24	16	.	.	PUNCT
bracis-33552	25	1	the	the	DET
bracis-33552	25	2	orthogonal	orthogonal	ADJ
bracis-33552	25	3	mutual	mutual	ADJ
bracis-33552	25	4	subspace	subspace	NOUN
bracis-33552	25	5	method	method	NOUN
bracis-33552	25	6	(	(	PUNCT
bracis-33552	25	7	omsm	omsm	NOUN
bracis-33552	25	8	)	)	PUNCT
bracis-33552	25	9	 	 	SPACE
bracis-33552	26	1	[	[	X
bracis-33552	26	2	21	21	NUM
bracis-33552	26	3	]	]	PUNCT
bracis-33552	26	4	was	be	AUX
bracis-33552	26	5	developed	develop	VERB
bracis-33552	26	6	to	to	PART
bracis-33552	26	7	extract	extract	VERB
bracis-33552	26	8	discriminative	discriminative	NOUN
bracis-33552	26	9	features	feature	NOUN
bracis-33552	26	10	using	use	VERB
bracis-33552	26	11	the	the	DET
bracis-33552	26	12	fukunaga	fukunaga	PROPN
bracis-33552	26	13	-	-	PUNCT
bracis-33552	26	14	koontz	koontz	PROPN
bracis-33552	26	15	transformation	transformation	NOUN
bracis-33552	26	16	(	(	PUNCT
bracis-33552	26	17	fkt	fkt	NOUN
bracis-33552	26	18	)	)	PUNCT
bracis-33552	26	19	.	.	PUNCT
bracis-33552	27	1	its	its	PRON
bracis-33552	27	2	formulation	formulation	NOUN
bracis-33552	27	3	has	have	AUX
bracis-33552	27	4	been	be	AUX
bracis-33552	27	5	applied	apply	VERB
bracis-33552	27	6	to	to	ADP
bracis-33552	27	7	image	image	NOUN
bracis-33552	27	8	-	-	PUNCT
bracis-33552	27	9	set	set	VERB
bracis-33552	27	10	modeling	modeling	NOUN
bracis-33552	27	11	for	for	ADP
bracis-33552	27	12	solving	solve	VERB
bracis-33552	27	13	a	a	DET
bracis-33552	27	14	range	range	NOUN
bracis-33552	27	15	of	of	ADP
bracis-33552	27	16	problems	problem	NOUN
bracis-33552	27	17	,	,	PUNCT
bracis-33552	27	18	such	such	ADJ
bracis-33552	27	19	as	as	ADP
bracis-33552	27	20	gesture	gesture	NOUN
bracis-33552	27	21	and	and	CCONJ
bracis-33552	27	22	action	action	NOUN
bracis-33552	27	23	classification	classification	NOUN
bracis-33552	27	24	.	.	PUNCT
bracis-33552	28	1	recently	recently	ADV
bracis-33552	28	2	,	,	PUNCT
bracis-33552	28	3	a	a	DET
bracis-33552	28	4	variant	variant	NOUN
bracis-33552	28	5	of	of	ADP
bracis-33552	28	6	the	the	DET
bracis-33552	28	7	subspace	subspace	NOUN
bracis-33552	28	8	method	method	NOUN
bracis-33552	28	9	called	call	VERB
bracis-33552	28	10	generalized	generalized	ADJ
bracis-33552	28	11	difference	difference	NOUN
bracis-33552	28	12	subspace	subspace	NOUN
bracis-33552	28	13	(	(	PUNCT
bracis-33552	28	14	gds	gds	PROPN
bracis-33552	28	15	)	)	PUNCT
bracis-33552	28	16	has	have	AUX
bracis-33552	28	17	been	be	AUX
bracis-33552	28	18	developed	develop	VERB
bracis-33552	28	19	 	 	SPACE
bracis-33552	28	20	[	[	X
bracis-33552	28	21	4	4	NUM
bracis-33552	28	22	]	]	PUNCT
bracis-33552	28	23	.	.	PUNCT
bracis-33552	29	1	the	the	DET
bracis-33552	29	2	relationship	relationship	NOUN
bracis-33552	29	3	between	between	ADP
bracis-33552	29	4	the	the	DET
bracis-33552	29	5	patterns	pattern	NOUN
bracis-33552	29	6	is	be	AUX
bracis-33552	29	7	considered	consider	VERB
bracis-33552	29	8	by	by	ADP
bracis-33552	29	9	employing	employ	VERB
bracis-33552	29	10	the	the	DET
bracis-33552	29	11	concept	concept	NOUN
bracis-33552	29	12	of	of	ADP
bracis-33552	29	13	the	the	DET
bracis-33552	29	14	generalized	generalized	ADJ
bracis-33552	29	15	difference	difference	NOUN
bracis-33552	29	16	between	between	ADP
bracis-33552	29	17	the	the	DET
bracis-33552	29	18	subspaces	subspace	NOUN
bracis-33552	29	19	.	.	PUNCT
bracis-33552	30	1	this	this	DET
bracis-33552	30	2	formulation	formulation	NOUN
bracis-33552	30	3	provides	provide	VERB
bracis-33552	30	4	a	a	DET
bracis-33552	30	5	novel	novel	ADJ
bracis-33552	30	6	discriminative	discriminative	NOUN
bracis-33552	30	7	transformation	transformation	NOUN
bracis-33552	30	8	,	,	PUNCT
bracis-33552	30	9	where	where	SCONJ
bracis-33552	30	10	the	the	DET
bracis-33552	30	11	projected	project	VERB
bracis-33552	30	12	subspaces	subspace	NOUN
bracis-33552	30	13	produce	produce	VERB
bracis-33552	30	14	higher	high	ADJ
bracis-33552	30	15	recognition	recognition	NOUN
bracis-33552	30	16	results	result	NOUN
bracis-33552	30	17	than	than	ADP
bracis-33552	30	18	conventional	conventional	ADJ
bracis-33552	30	19	subspace	subspace	NOUN
bracis-33552	30	20	-	-	PUNCT
bracis-33552	30	21	based	base	VERB
bracis-33552	30	22	methods	method	NOUN
bracis-33552	30	23	.	.	PUNCT
bracis-33552	31	1	despite	despite	SCONJ
bracis-33552	31	2	their	their	PRON
bracis-33552	31	3	excellent	excellent	ADJ
bracis-33552	31	4	performance	performance	NOUN
bracis-33552	31	5	,	,	PUNCT
bracis-33552	31	6	omsm	omsm	NOUN
bracis-33552	31	7	and	and	CCONJ
bracis-33552	31	8	gds	gds	PROPN
bracis-33552	31	9	lack	lack	NOUN
bracis-33552	31	10	closed	close	VERB
bracis-33552	31	11	-	-	PUNCT
bracis-33552	31	12	form	form	NOUN
bracis-33552	31	13	solutions	solution	NOUN
bracis-33552	31	14	and	and	CCONJ
bracis-33552	31	15	can	can	AUX
bracis-33552	31	16	not	not	PART
bracis-33552	31	17	fully	fully	ADV
bracis-33552	31	18	achieve	achieve	VERB
bracis-33552	31	19	their	their	PRON
bracis-33552	31	20	capabilities	capability	NOUN
bracis-33552	31	21	.	.	PUNCT
bracis-33552	32	1	our	our	PRON
bracis-33552	32	2	work	work	NOUN
bracis-33552	32	3	introduces	introduce	VERB
bracis-33552	32	4	a	a	DET
bracis-33552	32	5	significant	significant	ADJ
bracis-33552	32	6	advancement	advancement	NOUN
bracis-33552	32	7	by	by	ADP
bracis-33552	32	8	using	use	VERB
bracis-33552	32	9	a	a	DET
bracis-33552	32	10	genetic	genetic	ADJ
bracis-33552	32	11	algorithm	algorithm	NOUN
bracis-33552	32	12	(	(	PUNCT
bracis-33552	32	13	ga	ga	NOUN
bracis-33552	32	14	)	)	PUNCT
bracis-33552	32	15	to	to	PART
bracis-33552	32	16	optimize	optimize	VERB
bracis-33552	32	17	the	the	DET
bracis-33552	32	18	discriminative	discriminative	NOUN
bracis-33552	32	19	subspaces	subspace	NOUN
bracis-33552	32	20	.	.	PUNCT
bracis-33552	33	1	this	this	DET
bracis-33552	33	2	approach	approach	NOUN
bracis-33552	33	3	not	not	PART
bracis-33552	33	4	only	only	ADV
bracis-33552	33	5	enhances	enhance	VERB
bracis-33552	33	6	the	the	DET
bracis-33552	33	7	discriminative	discriminative	NOUN
bracis-33552	33	8	power	power	NOUN
bracis-33552	33	9	of	of	ADP
bracis-33552	33	10	omsm	omsm	NOUN
bracis-33552	33	11	and	and	CCONJ
bracis-33552	33	12	gds	gds	PROPN
bracis-33552	33	13	but	but	CCONJ
bracis-33552	33	14	also	also	ADV
bracis-33552	33	15	offers	offer	VERB
bracis-33552	33	16	a	a	DET
bracis-33552	33	17	more	more	ADV
bracis-33552	33	18	rigorous	rigorous	ADJ
bracis-33552	33	19	solution	solution	NOUN
bracis-33552	33	20	to	to	ADP
bracis-33552	33	21	the	the	DET
bracis-33552	33	22	optimization	optimization	NOUN
bracis-33552	33	23	challenges	challenge	VERB
bracis-33552	33	24	in	in	ADP
bracis-33552	33	25	subspace	subspace	NOUN
bracis-33552	33	26	methods	method	NOUN
bracis-33552	33	27	.	.	PUNCT
bracis-33552	34	1	we	we	PRON
bracis-33552	34	2	optimize	optimize	VERB
bracis-33552	34	3	omsm	omsm	NOUN
bracis-33552	34	4	and	and	CCONJ
bracis-33552	34	5	gds	gds	PROPN
bracis-33552	34	6	spaces	space	VERB
bracis-33552	34	7	to	to	PART
bracis-33552	34	8	tackle	tackle	VERB
bracis-33552	34	9	these	these	DET
bracis-33552	34	10	challenges	challenge	NOUN
bracis-33552	34	11	.	.	PUNCT
bracis-33552	35	1	we	we	PRON
bracis-33552	35	2	develop	develop	VERB
bracis-33552	35	3	a	a	DET
bracis-33552	35	4	ga	ga	NOUN
bracis-33552	35	5	that	that	PRON
bracis-33552	35	6	efficiently	efficiently	ADV
bracis-33552	35	7	handles	handle	VERB
bracis-33552	35	8	subspaces	subspace	NOUN
bracis-33552	35	9	by	by	ADP
bracis-33552	35	10	modifying	modify	VERB
bracis-33552	35	11	its	its	PRON
bracis-33552	35	12	initialization	initialization	NOUN
bracis-33552	35	13	,	,	PUNCT
bracis-33552	35	14	evaluation	evaluation	NOUN
bracis-33552	35	15	,	,	PUNCT
bracis-33552	35	16	selection	selection	NOUN
bracis-33552	35	17	,	,	PUNCT
bracis-33552	35	18	and	and	CCONJ
bracis-33552	35	19	crossover	crossover	ADP
bracis-33552	35	20	operators	operator	NOUN
bracis-33552	35	21	,	,	PUNCT
bracis-33552	35	22	which	which	PRON
bracis-33552	35	23	is	be	AUX
bracis-33552	35	24	complex	complex	ADJ
bracis-33552	35	25	given	give	VERB
bracis-33552	35	26	ga	ga	PROPN
bracis-33552	35	27	’s	’s	PART
bracis-33552	35	28	typical	typical	ADJ
bracis-33552	35	29	use	use	NOUN
bracis-33552	35	30	in	in	ADP
bracis-33552	35	31	simpler	simple	ADJ
bracis-33552	35	32	optimization	optimization	NOUN
bracis-33552	35	33	problems	problem	NOUN
bracis-33552	35	34	.	.	PUNCT
bracis-33552	36	1	our	our	PRON
bracis-33552	36	2	ga	ga	NOUN
bracis-33552	36	3	-	-	PUNCT
bracis-33552	36	4	generated	generate	VERB
bracis-33552	36	5	discriminative	discriminative	NOUN
bracis-33552	36	6	space	space	NOUN
bracis-33552	36	7	surpasses	surpasse	NOUN
bracis-33552	36	8	omsm	omsm	ADJ
bracis-33552	36	9	and	and	CCONJ
bracis-33552	36	10	gds	gds	PROPN
bracis-33552	36	11	in	in	ADP
bracis-33552	36	12	accuracy	accuracy	NOUN
bracis-33552	36	13	,	,	PUNCT
bracis-33552	36	14	showcasing	showcase	VERB
bracis-33552	36	15	ga	ga	PROPN
bracis-33552	36	16	’s	’s	PART
bracis-33552	36	17	versatility	versatility	NOUN
bracis-33552	36	18	in	in	ADP
bracis-33552	36	19	subspace	subspace	PROPN
bracis-33552	36	20	optimization	optimization	NOUN
bracis-33552	36	21	.	.	PUNCT
bracis-33552	37	1	this	this	DET
bracis-33552	37	2	innovation	innovation	NOUN
bracis-33552	37	3	applies	apply	VERB
bracis-33552	37	4	to	to	ADP
bracis-33552	37	5	traditional	traditional	ADJ
bracis-33552	37	6	subspace	subspace	NOUN
bracis-33552	37	7	methods	method	NOUN
bracis-33552	37	8	,	,	PUNCT
bracis-33552	37	9	creating	create	VERB
bracis-33552	37	10	a	a	DET
bracis-33552	37	11	compact	compact	ADJ
bracis-33552	37	12	model	model	NOUN
bracis-33552	37	13	that	that	PRON
bracis-33552	37	14	enhances	enhance	VERB
bracis-33552	37	15	their	their	PRON
bracis-33552	37	16	inherent	inherent	ADJ
bracis-33552	37	17	benefits	benefit	NOUN
bracis-33552	37	18	.	.	PUNCT
bracis-33552	38	1	this	this	DET
bracis-33552	38	2	paper	paper	NOUN
bracis-33552	38	3	continues	continue	VERB
bracis-33552	38	4	as	as	SCONJ
bracis-33552	38	5	follows	follow	VERB
bracis-33552	38	6	:	:	PUNCT
bracis-33552	38	7	sect	sect	NOUN
bracis-33552	38	8	.	.	PUNCT
bracis-33552	38	9	 	 	SPACE
bracis-33552	39	1	2	2	NUM
bracis-33552	39	2	describes	describe	VERB
bracis-33552	39	3	the	the	DET
bracis-33552	39	4	related	related	ADJ
bracis-33552	39	5	work	work	NOUN
bracis-33552	39	6	on	on	ADP
bracis-33552	39	7	subspace	subspace	NOUN
bracis-33552	39	8	-	-	PUNCT
bracis-33552	39	9	related	relate	VERB
bracis-33552	39	10	methods	method	NOUN
bracis-33552	39	11	.	.	PUNCT
bracis-33552	40	1	section	section	NOUN
bracis-33552	40	2	 	 	SPACE
bracis-33552	40	3	3	3	NUM
bracis-33552	40	4	introduces	introduce	NOUN
bracis-33552	40	5	the	the	DET
bracis-33552	40	6	proposed	propose	VERB
bracis-33552	40	7	optimization	optimization	NOUN
bracis-33552	40	8	solution	solution	NOUN
bracis-33552	40	9	,	,	PUNCT
bracis-33552	40	10	and	and	CCONJ
bracis-33552	40	11	sect	sect	NOUN
bracis-33552	40	12	.	.	PUNCT
bracis-33552	40	13	 	 	SPACE
bracis-33552	40	14	4	4	NUM
bracis-33552	40	15	shows	show	VERB
bracis-33552	40	16	the	the	DET
bracis-33552	40	17	experimental	experimental	ADJ
bracis-33552	40	18	results	result	NOUN
bracis-33552	40	19	.	.	PUNCT
bracis-33552	41	1	finally	finally	ADV
bracis-33552	41	2	,	,	PUNCT
bracis-33552	41	3	sect	sect	NOUN
bracis-33552	41	4	.	.	PUNCT
bracis-33552	41	5	 	 	SPACE
bracis-33552	41	6	5	5	NUM
bracis-33552	41	7	presents	present	VERB
bracis-33552	41	8	the	the	DET
bracis-33552	41	9	final	final	ADJ
bracis-33552	41	10	remarks	remark	NOUN
bracis-33552	41	11	and	and	CCONJ
bracis-33552	41	12	future	future	ADJ
bracis-33552	41	13	directions	direction	NOUN
bracis-33552	41	14	.	.	PUNCT
bracis-33552	42	1	code	code	NOUN
bracis-33552	42	2	developed	develop	VERB
bracis-33552	42	3	for	for	ADP
bracis-33552	42	4	this	this	DET
bracis-33552	42	5	research	research	NOUN
bracis-33552	42	6	can	can	AUX
bracis-33552	42	7	be	be	AUX
bracis-33552	42	8	found	find	VERB
bracis-33552	42	9	in	in	ADP
bracis-33552	42	10	the	the	DET
bracis-33552	42	11	following	following	ADJ
bracis-33552	42	12	repository	repository	NOUN
bracis-33552	42	13	:	:	PUNCT
bracis-33552	42	14	https://github.com/bernardo-gatto/evolving_manifold	https://github.com/bernardo-gatto/evolving_manifold	NOUN
bracis-33552	42	15	(	(	PUNCT
bracis-33552	42	16	fig	fig	NOUN
bracis-33552	42	17	.	.	PUNCT
bracis-33552	42	18	 	 	SPACE
bracis-33552	43	1	1	1	NUM
bracis-33552	43	2	)	)	PUNCT
bracis-33552	43	3	.	.	PUNCT
bracis-33552	44	1	fig	fig	NOUN
bracis-33552	44	2	.	.	PUNCT
bracis-33552	45	1	1	1	X
bracis-33552	45	2	.	.	PUNCT
bracis-33552	46	1	these	these	DET
bracis-33552	46	2	plots	plot	NOUN
bracis-33552	46	3	illustrate	illustrate	VERB
bracis-33552	46	4	the	the	DET
bracis-33552	46	5	improvement	improvement	NOUN
bracis-33552	46	6	in	in	ADP
bracis-33552	46	7	class	class	NOUN
bracis-33552	46	8	separability	separability	NOUN
bracis-33552	46	9	achieved	achieve	VERB
bracis-33552	46	10	by	by	ADP
bracis-33552	46	11	different	different	ADJ
bracis-33552	46	12	subspace	subspace	NOUN
bracis-33552	46	13	optimization	optimization	NOUN
bracis-33552	46	14	methods	method	NOUN
bracis-33552	46	15	.	.	PUNCT
bracis-33552	47	1	from	from	ADP
bracis-33552	47	2	left	left	ADJ
bracis-33552	47	3	to	to	ADP
bracis-33552	47	4	right	right	NOUN
bracis-33552	47	5	,	,	PUNCT
bracis-33552	47	6	the	the	DET
bracis-33552	47	7	subplots	subplot	NOUN
bracis-33552	47	8	transition	transition	NOUN
bracis-33552	47	9	from	from	ADP
bracis-33552	47	10	the	the	DET
bracis-33552	47	11	msm	msm	NOUN
bracis-33552	47	12	with	with	ADP
bracis-33552	47	13	a	a	DET
bracis-33552	47	14	53	53	NUM
bracis-33552	47	15	%	%	NOUN
bracis-33552	47	16	overlap	overlap	NOUN
bracis-33552	47	17	between	between	ADP
bracis-33552	47	18	classes	class	NOUN
bracis-33552	47	19	to	to	ADP
bracis-33552	47	20	the	the	DET
bracis-33552	47	21	ga	ga	PROPN
bracis-33552	47	22	after	after	ADP
bracis-33552	47	23	200	200	NUM
bracis-33552	47	24	iterations	iteration	NOUN
bracis-33552	47	25	(	(	PUNCT
bracis-33552	47	26	ga-200	ga-200	PROPN
bracis-33552	47	27	)	)	PUNCT
bracis-33552	47	28	with	with	ADP
bracis-33552	47	29	a	a	DET
bracis-33552	47	30	reduced	reduce	VERB
bracis-33552	47	31	overlap	overlap	NOUN
bracis-33552	47	32	of	of	ADP
bracis-33552	47	33	5	5	NUM
bracis-33552	47	34	%	%	NOUN
bracis-33552	47	35	,	,	PUNCT
bracis-33552	47	36	indicating	indicate	VERB
bracis-33552	47	37	a	a	DET
bracis-33552	47	38	progressive	progressive	ADJ
bracis-33552	47	39	enhancement	enhancement	NOUN
bracis-33552	47	40	in	in	ADP
bracis-33552	47	41	class	class	NOUN
bracis-33552	47	42	distinctness	distinctness	NOUN
bracis-33552	47	43	..	..	PUNCT
bracis-33552	47	44	full	full	ADJ
bracis-33552	47	45	size	size	NOUN
bracis-33552	47	46	image	image	NOUN
bracis-33552	47	47	2	2	NUM
bracis-33552	47	48	related	relate	VERB
bracis-33552	47	49	work	work	NOUN
bracis-33552	47	50	2.1	2.1	NUM
bracis-33552	47	51	subspace	subspace	NOUN
bracis-33552	47	52	method	method	NOUN
bracis-33552	47	53	it	it	PRON
bracis-33552	47	54	has	have	AUX
bracis-33552	47	55	been	be	AUX
bracis-33552	47	56	verified	verify	VERB
bracis-33552	47	57	that	that	SCONJ
bracis-33552	47	58	using	use	VERB
bracis-33552	47	59	multiple	multiple	ADJ
bracis-33552	47	60	images	image	NOUN
bracis-33552	47	61	can	can	AUX
bracis-33552	47	62	significantly	significantly	ADV
bracis-33552	47	63	improve	improve	VERB
bracis-33552	47	64	the	the	DET
bracis-33552	47	65	performance	performance	NOUN
bracis-33552	47	66	of	of	ADP
bracis-33552	47	67	representing	represent	VERB
bracis-33552	47	68	complex	complex	ADJ
bracis-33552	47	69	shape	shape	NOUN
bracis-33552	47	70	objects	object	NOUN
bracis-33552	47	71	.	.	PUNCT
bracis-33552	48	1	the	the	DET
bracis-33552	48	2	msm	msm	NOUN
bracis-33552	48	3	 	 	SPACE
bracis-33552	48	4	[	[	X
bracis-33552	48	5	16	16	NUM
bracis-33552	48	6	]	]	PUNCT
bracis-33552	48	7	is	be	AUX
bracis-33552	48	8	a	a	DET
bracis-33552	48	9	recognition	recognition	NOUN
bracis-33552	48	10	method	method	NOUN
bracis-33552	48	11	that	that	PRON
bracis-33552	48	12	efficiently	efficiently	ADV
bracis-33552	48	13	handles	handle	VERB
bracis-33552	48	14	multiple	multiple	ADJ
bracis-33552	48	15	images	image	NOUN
bracis-33552	48	16	.	.	PUNCT
bracis-33552	49	1	msm	msm	NOUN
bracis-33552	49	2	is	be	AUX
bracis-33552	49	3	a	a	DET
bracis-33552	49	4	method	method	NOUN
bracis-33552	49	5	for	for	ADP
bracis-33552	49	6	classifying	classify	VERB
bracis-33552	49	7	multiple	multiple	ADJ
bracis-33552	49	8	image	image	NOUN
bracis-33552	49	9	sets	set	NOUN
bracis-33552	49	10	where	where	SCONJ
bracis-33552	49	11	a	a	DET
bracis-33552	49	12	set	set	NOUN
bracis-33552	49	13	of	of	ADP
bracis-33552	49	14	images	image	NOUN
bracis-33552	49	15	is	be	AUX
bracis-33552	49	16	represented	represent	VERB
bracis-33552	49	17	by	by	ADP
bracis-33552	49	18	a	a	DET
bracis-33552	49	19	linear	linear	ADJ
bracis-33552	49	20	subspace	subspace	NOUN
bracis-33552	49	21	generated	generate	VERB
bracis-33552	49	22	by	by	ADP
bracis-33552	49	23	applying	apply	VERB
bracis-33552	49	24	non	non	ADJ
bracis-33552	49	25	-	-	ADJ
bracis-33552	49	26	centered	center	VERB
bracis-33552	49	27	principal	principal	ADJ
bracis-33552	49	28	component	component	NOUN
bracis-33552	49	29	analysis	analysis	NOUN
bracis-33552	49	30	(	(	PUNCT
bracis-33552	49	31	pca	pca	PROPN
bracis-33552	49	32	)	)	PUNCT
bracis-33552	49	33	.	.	PUNCT
bracis-33552	50	1	the	the	DET
bracis-33552	50	2	similarity	similarity	NOUN
bracis-33552	50	3	between	between	ADP
bracis-33552	50	4	different	different	ADJ
bracis-33552	50	5	image	image	NOUN
bracis-33552	50	6	sets	set	NOUN
bracis-33552	50	7	is	be	AUX
bracis-33552	50	8	calculated	calculate	VERB
bracis-33552	50	9	using	use	VERB
bracis-33552	50	10	the	the	DET
bracis-33552	50	11	canonical	canonical	ADJ
bracis-33552	50	12	angles	angle	NOUN
bracis-33552	50	13	between	between	ADP
bracis-33552	50	14	the	the	DET
bracis-33552	50	15	subspaces	subspace	NOUN
bracis-33552	50	16	,	,	PUNCT
bracis-33552	50	17	and	and	CCONJ
bracis-33552	50	18	this	this	DET
bracis-33552	50	19	similarity	similarity	NOUN
bracis-33552	50	20	is	be	AUX
bracis-33552	50	21	used	use	VERB
bracis-33552	50	22	to	to	PART
bracis-33552	50	23	classify	classify	VERB
bracis-33552	50	24	sets	set	NOUN
bracis-33552	50	25	of	of	ADP
bracis-33552	50	26	input	input	NOUN
bracis-33552	50	27	images	image	NOUN
bracis-33552	50	28	.	.	PUNCT
bracis-33552	51	1	while	while	SCONJ
bracis-33552	51	2	msm	msm	NOUN
bracis-33552	51	3	plays	play	VERB
bracis-33552	51	4	an	an	DET
bracis-33552	51	5	essential	essential	ADJ
bracis-33552	51	6	function	function	NOUN
bracis-33552	51	7	in	in	ADP
bracis-33552	51	8	subspace	subspace	NOUN
bracis-33552	51	9	-	-	PUNCT
bracis-33552	51	10	based	base	VERB
bracis-33552	51	11	methods	method	NOUN
bracis-33552	51	12	,	,	PUNCT
bracis-33552	51	13	it	it	PRON
bracis-33552	51	14	can	can	AUX
bracis-33552	51	15	not	not	PART
bracis-33552	51	16	produce	produce	VERB
bracis-33552	51	17	good	good	ADJ
bracis-33552	51	18	recognition	recognition	NOUN
bracis-33552	51	19	results	result	NOUN
bracis-33552	51	20	since	since	SCONJ
bracis-33552	51	21	it	it	PRON
bracis-33552	51	22	does	do	AUX
bracis-33552	51	23	not	not	PART
bracis-33552	51	24	consider	consider	VERB
bracis-33552	51	25	the	the	DET
bracis-33552	51	26	relationship	relationship	NOUN
bracis-33552	51	27	between	between	ADP
bracis-33552	51	28	the	the	DET
bracis-33552	51	29	sets	set	NOUN
bracis-33552	51	30	of	of	ADP
bracis-33552	51	31	distinct	distinct	ADJ
bracis-33552	51	32	classes	class	NOUN
bracis-33552	51	33	.	.	PUNCT
bracis-33552	52	1	the	the	DET
bracis-33552	52	2	omsm	omsm	NOUN
bracis-33552	52	3	 	 	SPACE
bracis-33552	52	4	[	[	X
bracis-33552	52	5	5	5	NUM
bracis-33552	52	6	]	]	PUNCT
bracis-33552	52	7	has	have	AUX
bracis-33552	52	8	been	be	AUX
bracis-33552	52	9	developed	develop	VERB
bracis-33552	52	10	to	to	PART
bracis-33552	52	11	improve	improve	VERB
bracis-33552	52	12	the	the	DET
bracis-33552	52	13	discriminative	discriminative	NOUN
bracis-33552	52	14	ability	ability	NOUN
bracis-33552	52	15	of	of	ADP
bracis-33552	52	16	subspace	subspace	NOUN
bracis-33552	52	17	-	-	PUNCT
bracis-33552	52	18	based	base	VERB
bracis-33552	52	19	methods	method	NOUN
bracis-33552	52	20	.	.	PUNCT
bracis-33552	53	1	in	in	ADP
bracis-33552	53	2	omsm	omsm	ADJ
bracis-33552	53	3	,	,	PUNCT
bracis-33552	53	4	class	class	NOUN
bracis-33552	53	5	subspaces	subspace	NOUN
bracis-33552	53	6	are	be	AUX
bracis-33552	53	7	orthogonalized	orthogonalize	VERB
bracis-33552	53	8	using	use	VERB
bracis-33552	53	9	fukunaga	fukunaga	PROPN
bracis-33552	53	10	-	-	PUNCT
bracis-33552	53	11	koontz	koontz	PROPN
bracis-33552	53	12	’s	’s	PART
bracis-33552	53	13	framework	framework	NOUN
bracis-33552	53	14	before	before	ADP
bracis-33552	53	15	computing	compute	VERB
bracis-33552	53	16	the	the	DET
bracis-33552	53	17	canonical	canonical	ADJ
bracis-33552	53	18	angles	angle	NOUN
bracis-33552	53	19	.	.	PUNCT
bracis-33552	54	1	this	this	DET
bracis-33552	54	2	transformation	transformation	NOUN
bracis-33552	54	3	emphasizes	emphasize	VERB
bracis-33552	54	4	the	the	DET
bracis-33552	54	5	differences	difference	NOUN
bracis-33552	54	6	between	between	ADP
bracis-33552	54	7	the	the	DET
bracis-33552	54	8	classes	class	NOUN
bracis-33552	54	9	and	and	CCONJ
bracis-33552	54	10	significantly	significantly	ADV
bracis-33552	54	11	improves	improve	VERB
bracis-33552	54	12	the	the	DET
bracis-33552	54	13	recognition	recognition	NOUN
bracis-33552	54	14	performance	performance	NOUN
bracis-33552	54	15	of	of	ADP
bracis-33552	54	16	msm	msm	NOUN
bracis-33552	54	17	.	.	PUNCT
bracis-33552	55	1	some	some	PRON
bracis-33552	55	2	of	of	ADP
bracis-33552	55	3	the	the	DET
bracis-33552	55	4	applications	application	NOUN
bracis-33552	55	5	of	of	ADP
bracis-33552	55	6	omsm	omsm	NOUN
bracis-33552	55	7	include	include	VERB
bracis-33552	55	8	face	face	NOUN
bracis-33552	55	9	recognition	recognition	NOUN
bracis-33552	55	10	and	and	CCONJ
bracis-33552	55	11	multiple	multiple	ADJ
bracis-33552	55	12	view	view	NOUN
bracis-33552	55	13	object	object	NOUN
bracis-33552	55	14	recognition	recognition	NOUN
bracis-33552	55	15	 	 	SPACE
bracis-33552	56	1	[	[	X
bracis-33552	56	2	6	6	NUM
bracis-33552	56	3	,	,	PUNCT
bracis-33552	56	4	7	7	NUM
bracis-33552	56	5	]	]	PUNCT
bracis-33552	56	6	.	.	PUNCT
bracis-33552	57	1	another	another	DET
bracis-33552	57	2	variant	variant	NOUN
bracis-33552	57	3	of	of	ADP
bracis-33552	57	4	the	the	DET
bracis-33552	57	5	subspace	subspace	NOUN
bracis-33552	57	6	method	method	NOUN
bracis-33552	57	7	was	be	AUX
bracis-33552	57	8	introduced	introduce	VERB
bracis-33552	57	9	in	in	ADP
bracis-33552	57	10	 	 	SPACE
bracis-33552	57	11	[	[	X
bracis-33552	57	12	4	4	NUM
bracis-33552	57	13	]	]	PUNCT
bracis-33552	57	14	named	name	VERB
bracis-33552	57	15	gds	gds	PROPN
bracis-33552	57	16	,	,	PUNCT
bracis-33552	57	17	where	where	SCONJ
bracis-33552	57	18	the	the	DET
bracis-33552	57	19	pattern	pattern	NOUN
bracis-33552	57	20	sets	set	NOUN
bracis-33552	57	21	are	be	AUX
bracis-33552	57	22	also	also	ADV
bracis-33552	57	23	represented	represent	VERB
bracis-33552	57	24	as	as	ADP
bracis-33552	57	25	subspaces	subspace	NOUN
bracis-33552	57	26	.	.	PUNCT
bracis-33552	58	1	the	the	DET
bracis-33552	58	2	relationship	relationship	NOUN
bracis-33552	58	3	between	between	ADP
bracis-33552	58	4	the	the	DET
bracis-33552	58	5	patterns	pattern	NOUN
bracis-33552	58	6	is	be	AUX
bracis-33552	58	7	taken	take	VERB
bracis-33552	58	8	into	into	ADP
bracis-33552	58	9	consideration	consideration	NOUN
bracis-33552	58	10	by	by	ADP
bracis-33552	58	11	employing	employ	VERB
bracis-33552	58	12	the	the	DET
bracis-33552	58	13	concept	concept	NOUN
bracis-33552	58	14	of	of	ADP
bracis-33552	58	15	the	the	DET
bracis-33552	58	16	generalized	generalized	ADJ
bracis-33552	58	17	difference	difference	NOUN
bracis-33552	58	18	between	between	ADP
bracis-33552	58	19	the	the	DET
bracis-33552	58	20	subspaces	subspace	NOUN
bracis-33552	58	21	.	.	PUNCT
bracis-33552	59	1	this	this	DET
bracis-33552	59	2	algebraic	algebraic	ADJ
bracis-33552	59	3	formulation	formulation	NOUN
bracis-33552	59	4	provides	provide	VERB
bracis-33552	59	5	a	a	DET
bracis-33552	59	6	novel	novel	ADJ
bracis-33552	59	7	discriminative	discriminative	NOUN
bracis-33552	59	8	transformation	transformation	NOUN
bracis-33552	59	9	,	,	PUNCT
bracis-33552	59	10	where	where	SCONJ
bracis-33552	59	11	the	the	DET
bracis-33552	59	12	projected	project	VERB
bracis-33552	59	13	subspaces	subspace	NOUN
bracis-33552	59	14	produce	produce	VERB
bracis-33552	59	15	higher	high	ADJ
bracis-33552	59	16	recognition	recognition	NOUN
bracis-33552	59	17	results	result	NOUN
bracis-33552	59	18	than	than	ADP
bracis-33552	59	19	conventional	conventional	ADJ
bracis-33552	59	20	subspace	subspace	NOUN
bracis-33552	59	21	-	-	PUNCT
bracis-33552	59	22	based	base	VERB
bracis-33552	59	23	methods	method	NOUN
bracis-33552	59	24	.	.	PUNCT
bracis-33552	60	1	2.2	2.2	NUM
bracis-33552	60	2	evolutionary	evolutionary	ADJ
bracis-33552	60	3	and	and	CCONJ
bracis-33552	60	4	genetic	genetic	ADJ
bracis-33552	60	5	algorithms	algorithms	NOUN
bracis-33552	60	6	research	research	NOUN
bracis-33552	60	7	on	on	ADP
bracis-33552	60	8	the	the	DET
bracis-33552	60	9	theory	theory	NOUN
bracis-33552	60	10	and	and	CCONJ
bracis-33552	60	11	applications	application	NOUN
bracis-33552	60	12	of	of	ADP
bracis-33552	60	13	evolutionary	evolutionary	ADJ
bracis-33552	60	14	algorithms	algorithm	NOUN
bracis-33552	60	15	(	(	PUNCT
bracis-33552	60	16	eas	ea	NOUN
bracis-33552	60	17	)	)	PUNCT
bracis-33552	60	18	has	have	AUX
bracis-33552	60	19	been	be	AUX
bracis-33552	60	20	consistent	consistent	ADJ
bracis-33552	60	21	due	due	ADP
bracis-33552	60	22	to	to	ADP
bracis-33552	60	23	the	the	DET
bracis-33552	60	24	increasing	increase	VERB
bracis-33552	60	25	number	number	NOUN
bracis-33552	60	26	of	of	ADP
bracis-33552	60	27	complex	complex	ADJ
bracis-33552	60	28	nonlinear	nonlinear	ADJ
bracis-33552	60	29	problems	problem	NOUN
bracis-33552	60	30	unsolvable	unsolvable	ADJ
bracis-33552	60	31	by	by	ADP
bracis-33552	60	32	conventional	conventional	ADJ
bracis-33552	60	33	gradient	gradient	NOUN
bracis-33552	60	34	-	-	PUNCT
bracis-33552	60	35	based	base	VERB
bracis-33552	60	36	techniques	technique	NOUN
bracis-33552	60	37	 	 	SPACE
bracis-33552	61	1	[	[	X
bracis-33552	61	2	2	2	NUM
bracis-33552	61	3	]	]	PUNCT
bracis-33552	61	4	.	.	PUNCT
bracis-33552	62	1	accordingly	accordingly	ADV
bracis-33552	62	2	,	,	PUNCT
bracis-33552	62	3	eas	ea	NOUN
bracis-33552	62	4	present	present	VERB
bracis-33552	62	5	several	several	ADJ
bracis-33552	62	6	advantages	advantage	NOUN
bracis-33552	62	7	,	,	PUNCT
bracis-33552	62	8	such	such	ADJ
bracis-33552	62	9	as	as	ADP
bracis-33552	62	10	handling	handle	VERB
bracis-33552	62	11	limiters	limiter	NOUN
bracis-33552	62	12	,	,	PUNCT
bracis-33552	62	13	explaining	explain	VERB
bracis-33552	62	14	and	and	CCONJ
bracis-33552	62	15	repeating	repeat	VERB
bracis-33552	62	16	the	the	DET
bracis-33552	62	17	search	search	NOUN
bracis-33552	62	18	process	process	NOUN
bracis-33552	62	19	,	,	PUNCT
bracis-33552	62	20	understanding	understand	VERB
bracis-33552	62	21	input	input	NOUN
bracis-33552	62	22	-	-	PUNCT
bracis-33552	62	23	output	output	NOUN
bracis-33552	62	24	causality	causality	NOUN
bracis-33552	62	25	within	within	ADP
bracis-33552	62	26	a	a	DET
bracis-33552	62	27	solution	solution	NOUN
bracis-33552	62	28	,	,	PUNCT
bracis-33552	62	29	and	and	CCONJ
bracis-33552	62	30	introducing	introduce	VERB
bracis-33552	62	31	corrective	corrective	ADJ
bracis-33552	62	32	actions	action	NOUN
bracis-33552	62	33	.	.	PUNCT
bracis-33552	63	1	eas	ea	NOUN
bracis-33552	63	2	excel	excel	VERB
bracis-33552	63	3	in	in	ADP
bracis-33552	63	4	various	various	ADJ
bracis-33552	63	5	problem	problem	NOUN
bracis-33552	63	6	domains	domain	NOUN
bracis-33552	63	7	,	,	PUNCT
bracis-33552	63	8	notably	notably	ADV
bracis-33552	63	9	in	in	ADP
bracis-33552	63	10	optimization	optimization	NOUN
bracis-33552	63	11	,	,	PUNCT
bracis-33552	63	12	where	where	SCONJ
bracis-33552	63	13	they	they	PRON
bracis-33552	63	14	can	can	AUX
bracis-33552	63	15	uncover	uncover	VERB
bracis-33552	63	16	solutions	solution	NOUN
bracis-33552	63	17	beyond	beyond	ADP
bracis-33552	63	18	human	human	ADJ
bracis-33552	63	19	intuition	intuition	NOUN
bracis-33552	63	20	.	.	PUNCT
bracis-33552	64	1	characterized	characterize	VERB
bracis-33552	64	2	as	as	ADP
bracis-33552	64	3	iterative	iterative	NOUN
bracis-33552	64	4	refinement	refinement	NOUN
bracis-33552	64	5	algorithms	algorithm	NOUN
bracis-33552	64	6	,	,	PUNCT
bracis-33552	64	7	they	they	PRON
bracis-33552	64	8	evolve	evolve	VERB
bracis-33552	64	9	a	a	DET
bracis-33552	64	10	set	set	NOUN
bracis-33552	64	11	of	of	ADP
bracis-33552	64	12	potential	potential	ADJ
bracis-33552	64	13	solutions	solution	NOUN
bracis-33552	64	14	using	use	VERB
bracis-33552	64	15	replication	replication	NOUN
bracis-33552	64	16	,	,	PUNCT
bracis-33552	64	17	reproduction	reproduction	NOUN
bracis-33552	64	18	,	,	PUNCT
bracis-33552	64	19	and	and	CCONJ
bracis-33552	64	20	selection	selection	NOUN
bracis-33552	64	21	,	,	PUNCT
bracis-33552	64	22	all	all	PRON
bracis-33552	64	23	guided	guide	VERB
bracis-33552	64	24	stochastically	stochastically	ADV
bracis-33552	64	25	towards	towards	ADP
bracis-33552	64	26	a	a	DET
bracis-33552	64	27	specific	specific	ADJ
bracis-33552	64	28	goal	goal	NOUN
bracis-33552	64	29	.	.	PUNCT
bracis-33552	65	1	since	since	SCONJ
bracis-33552	65	2	its	its	PRON
bracis-33552	65	3	first	first	ADJ
bracis-33552	65	4	relevant	relevant	ADJ
bracis-33552	65	5	publication	publication	NOUN
bracis-33552	65	6	 	 	SPACE
bracis-33552	66	1	[	[	X
bracis-33552	66	2	13	13	NUM
bracis-33552	66	3	]	]	PUNCT
bracis-33552	66	4	,	,	PUNCT
bracis-33552	66	5	gas	gas	NOUN
bracis-33552	66	6	are	be	AUX
bracis-33552	66	7	considered	consider	VERB
bracis-33552	66	8	a	a	DET
bracis-33552	66	9	well	well	ADV
bracis-33552	66	10	-	-	PUNCT
bracis-33552	66	11	known	know	VERB
bracis-33552	66	12	population	population	NOUN
bracis-33552	66	13	-	-	PUNCT
bracis-33552	66	14	based	base	VERB
bracis-33552	66	15	ea	ea	NUM
bracis-33552	66	16	designed	design	VERB
bracis-33552	66	17	to	to	PART
bracis-33552	66	18	solve	solve	VERB
bracis-33552	66	19	optimization	optimization	NOUN
bracis-33552	66	20	problems	problem	NOUN
bracis-33552	66	21	where	where	SCONJ
bracis-33552	66	22	exact	exact	ADJ
bracis-33552	66	23	methods	method	NOUN
bracis-33552	66	24	fail	fail	VERB
bracis-33552	66	25	 	 	SPACE
bracis-33552	66	26	[	[	X
bracis-33552	66	27	9	9	NUM
bracis-33552	66	28	]	]	PUNCT
bracis-33552	66	29	.	.	PUNCT
bracis-33552	67	1	their	their	PRON
bracis-33552	67	2	mechanisms	mechanism	NOUN
bracis-33552	67	3	are	be	AUX
bracis-33552	67	4	grounded	ground	VERB
bracis-33552	67	5	in	in	ADP
bracis-33552	67	6	darwinian	darwinian	ADJ
bracis-33552	67	7	natural	natural	ADJ
bracis-33552	67	8	selection	selection	NOUN
bracis-33552	67	9	,	,	PUNCT
bracis-33552	67	10	where	where	SCONJ
bracis-33552	67	11	fitter	fit	ADJ
bracis-33552	67	12	individuals	individual	NOUN
bracis-33552	67	13	produce	produce	VERB
bracis-33552	67	14	more	more	ADJ
bracis-33552	67	15	offspring	offspring	NOUN
bracis-33552	67	16	,	,	PUNCT
bracis-33552	67	17	while	while	SCONJ
bracis-33552	67	18	less	less	ADV
bracis-33552	67	19	fit	fit	ADJ
bracis-33552	67	20	individuals	individual	NOUN
bracis-33552	67	21	are	be	AUX
bracis-33552	67	22	eliminated	eliminate	VERB
bracis-33552	67	23	if	if	SCONJ
bracis-33552	67	24	they	they	PRON
bracis-33552	67	25	do	do	AUX
bracis-33552	67	26	n’t	not	PART
bracis-33552	67	27	adapt	adapt	VERB
bracis-33552	67	28	or	or	CCONJ
bracis-33552	67	29	mutate	mutate	VERB
bracis-33552	67	30	to	to	PART
bracis-33552	67	31	improve	improve	VERB
bracis-33552	67	32	their	their	PRON
bracis-33552	67	33	capabilities	capability	NOUN
bracis-33552	67	34	 	 	SPACE
bracis-33552	68	1	[	[	X
bracis-33552	68	2	17	17	NUM
bracis-33552	68	3	]	]	PUNCT
bracis-33552	68	4	.	.	PUNCT
bracis-33552	69	1	a	a	DET
bracis-33552	69	2	canonical	canonical	ADJ
bracis-33552	69	3	ga	ga	NOUN
bracis-33552	69	4	comprises	comprise	VERB
bracis-33552	69	5	these	these	DET
bracis-33552	69	6	key	key	ADJ
bracis-33552	69	7	genetic	genetic	ADJ
bracis-33552	69	8	operators	operator	NOUN
bracis-33552	69	9	:	:	PUNCT
bracis-33552	69	10	1	1	X
bracis-33552	69	11	)	)	PUNCT
bracis-33552	69	12	replication	replication	NOUN
bracis-33552	69	13	,	,	PUNCT
bracis-33552	69	14	which	which	PRON
bracis-33552	69	15	creates	create	VERB
bracis-33552	69	16	new	new	ADJ
bracis-33552	69	17	solutions	solution	NOUN
bracis-33552	69	18	either	either	CCONJ
bracis-33552	69	19	by	by	ADP
bracis-33552	69	20	generating	generate	VERB
bracis-33552	69	21	entirely	entirely	ADV
bracis-33552	69	22	new	new	ADJ
bracis-33552	69	23	potential	potential	ADJ
bracis-33552	69	24	solutions	solution	NOUN
bracis-33552	69	25	or	or	CCONJ
bracis-33552	69	26	by	by	ADP
bracis-33552	69	27	altering	alter	VERB
bracis-33552	69	28	specific	specific	ADJ
bracis-33552	69	29	existing	exist	VERB
bracis-33552	69	30	ones	one	NOUN
bracis-33552	69	31	;	;	PUNCT
bracis-33552	69	32	2	2	X
bracis-33552	69	33	)	)	PUNCT
bracis-33552	69	34	reproduction	reproduction	NOUN
bracis-33552	69	35	,	,	PUNCT
bracis-33552	69	36	a	a	DET
bracis-33552	69	37	mechanism	mechanism	NOUN
bracis-33552	69	38	to	to	PART
bracis-33552	69	39	enhance	enhance	VERB
bracis-33552	69	40	the	the	DET
bracis-33552	69	41	diversity	diversity	NOUN
bracis-33552	69	42	of	of	ADP
bracis-33552	69	43	the	the	DET
bracis-33552	69	44	solution	solution	NOUN
bracis-33552	69	45	pool	pool	NOUN
bracis-33552	69	46	,	,	PUNCT
bracis-33552	69	47	is	be	AUX
bracis-33552	69	48	achieved	achieve	VERB
bracis-33552	69	49	through	through	ADP
bracis-33552	69	50	two	two	NUM
bracis-33552	69	51	methods	method	NOUN
bracis-33552	69	52	:	:	PUNCT
bracis-33552	69	53	recombination	recombination	NOUN
bracis-33552	69	54	(	(	PUNCT
bracis-33552	69	55	crossover	crossover	NOUN
bracis-33552	69	56	)	)	PUNCT
bracis-33552	69	57	and	and	CCONJ
bracis-33552	69	58	mutation	mutation	NOUN
bracis-33552	69	59	;	;	PUNCT
bracis-33552	69	60	3	3	X
bracis-33552	69	61	)	)	PUNCT
bracis-33552	69	62	selection	selection	NOUN
bracis-33552	69	63	,	,	PUNCT
bracis-33552	69	64	a	a	DET
bracis-33552	69	65	process	process	NOUN
bracis-33552	69	66	that	that	PRON
bracis-33552	69	67	identifies	identify	VERB
bracis-33552	69	68	and	and	CCONJ
bracis-33552	69	69	retains	retain	VERB
bracis-33552	69	70	solutions	solution	NOUN
bracis-33552	69	71	meeting	meet	VERB
bracis-33552	69	72	certain	certain	ADJ
bracis-33552	69	73	criteria	criterion	NOUN
bracis-33552	69	74	for	for	ADP
bracis-33552	69	75	inclusion	inclusion	NOUN
bracis-33552	69	76	in	in	ADP
bracis-33552	69	77	the	the	DET
bracis-33552	69	78	subsequent	subsequent	ADJ
bracis-33552	69	79	iteration	iteration	NOUN
bracis-33552	69	80	.	.	PUNCT
bracis-33552	70	1	it	it	PRON
bracis-33552	70	2	is	be	AUX
bracis-33552	70	3	important	important	ADJ
bracis-33552	70	4	to	to	PART
bracis-33552	70	5	acknowledge	acknowledge	VERB
bracis-33552	70	6	the	the	DET
bracis-33552	70	7	diverse	diverse	ADJ
bracis-33552	70	8	range	range	NOUN
bracis-33552	70	9	of	of	ADP
bracis-33552	70	10	optimization	optimization	NOUN
bracis-33552	70	11	strategies	strategy	NOUN
bracis-33552	70	12	discussed	discuss	VERB
bracis-33552	70	13	in	in	ADP
bracis-33552	70	14	the	the	DET
bracis-33552	70	15	literature	literature	NOUN
bracis-33552	70	16	 	 	SPACE
bracis-33552	71	1	[	[	X
bracis-33552	71	2	3	3	NUM
bracis-33552	71	3	,	,	PUNCT
bracis-33552	71	4	24	24	NUM
bracis-33552	71	5	]	]	PUNCT
bracis-33552	71	6	.	.	PUNCT
bracis-33552	72	1	for	for	ADP
bracis-33552	72	2	example	example	NOUN
bracis-33552	72	3	,	,	PUNCT
bracis-33552	72	4	bayesian	bayesian	NOUN
bracis-33552	72	5	optimization	optimization	NOUN
bracis-33552	72	6	typically	typically	ADV
bracis-33552	72	7	utilizes	utilize	VERB
bracis-33552	72	8	a	a	DET
bracis-33552	72	9	cost	cost	NOUN
bracis-33552	72	10	function	function	NOUN
bracis-33552	72	11	reliant	reliant	ADJ
bracis-33552	72	12	on	on	ADP
bracis-33552	72	13	simulations	simulation	NOUN
bracis-33552	72	14	,	,	PUNCT
bracis-33552	72	15	which	which	PRON
bracis-33552	72	16	often	often	ADV
bracis-33552	72	17	demands	demand	VERB
bracis-33552	72	18	substantial	substantial	ADJ
bracis-33552	72	19	computational	computational	ADJ
bracis-33552	72	20	resources	resource	NOUN
bracis-33552	72	21	and	and	CCONJ
bracis-33552	72	22	lacks	lack	VERB
bracis-33552	72	23	a	a	DET
bracis-33552	72	24	surrogate	surrogate	ADJ
bracis-33552	72	25	model	model	NOUN
bracis-33552	72	26	.	.	PUNCT
bracis-33552	73	1	in	in	ADP
bracis-33552	73	2	contrast	contrast	NOUN
bracis-33552	73	3	,	,	PUNCT
bracis-33552	73	4	ea	ea	X
bracis-33552	73	5	offers	offer	VERB
bracis-33552	73	6	an	an	DET
bracis-33552	73	7	alternative	alternative	ADJ
bracis-33552	73	8	approach	approach	NOUN
bracis-33552	73	9	,	,	PUNCT
bracis-33552	73	10	focusing	focus	VERB
bracis-33552	73	11	on	on	ADP
bracis-33552	73	12	the	the	DET
bracis-33552	73	13	iterative	iterative	NOUN
bracis-33552	73	14	refinement	refinement	NOUN
bracis-33552	73	15	of	of	ADP
bracis-33552	73	16	candidate	candidate	NOUN
bracis-33552	73	17	solutions	solution	NOUN
bracis-33552	73	18	.	.	PUNCT
bracis-33552	74	1	this	this	DET
bracis-33552	74	2	method	method	NOUN
bracis-33552	74	3	is	be	AUX
bracis-33552	74	4	advantageous	advantageous	ADJ
bracis-33552	74	5	as	as	SCONJ
bracis-33552	74	6	it	it	PRON
bracis-33552	74	7	requires	require	VERB
bracis-33552	74	8	fewer	few	ADJ
bracis-33552	74	9	cost	cost	NOUN
bracis-33552	74	10	function	function	NOUN
bracis-33552	74	11	evaluations	evaluation	NOUN
bracis-33552	74	12	compared	compare	VERB
bracis-33552	74	13	to	to	ADP
bracis-33552	74	14	the	the	DET
bracis-33552	74	15	bayesian	bayesian	NOUN
bracis-33552	74	16	approach	approach	NOUN
bracis-33552	74	17	,	,	PUNCT
bracis-33552	74	18	which	which	PRON
bracis-33552	74	19	relies	rely	VERB
bracis-33552	74	20	on	on	ADP
bracis-33552	74	21	extensive	extensive	ADJ
bracis-33552	74	22	sampling	sampling	NOUN
bracis-33552	74	23	to	to	PART
bracis-33552	74	24	create	create	VERB
bracis-33552	74	25	a	a	DET
bracis-33552	74	26	pool	pool	NOUN
bracis-33552	74	27	of	of	ADP
bracis-33552	74	28	potential	potential	ADJ
bracis-33552	74	29	solutions	solution	NOUN
bracis-33552	74	30	.	.	PUNCT
bracis-33552	75	1	the	the	DET
bracis-33552	75	2	development	development	NOUN
bracis-33552	75	3	of	of	ADP
bracis-33552	75	4	the	the	DET
bracis-33552	75	5	proposed	propose	VERB
bracis-33552	75	6	method	method	NOUN
bracis-33552	75	7	is	be	AUX
bracis-33552	75	8	encouraged	encourage	VERB
bracis-33552	75	9	by	by	ADP
bracis-33552	75	10	the	the	DET
bracis-33552	75	11	application	application	NOUN
bracis-33552	75	12	of	of	ADP
bracis-33552	75	13	gas	gas	NOUN
bracis-33552	75	14	to	to	ADP
bracis-33552	75	15	the	the	DET
bracis-33552	75	16	well	well	ADV
bracis-33552	75	17	-	-	PUNCT
bracis-33552	75	18	known	know	VERB
bracis-33552	75	19	classifier	classifier	NOUN
bracis-33552	75	20	in	in	ADP
bracis-33552	75	21	a	a	DET
bracis-33552	75	22	non	non	ADJ
bracis-33552	75	23	-	-	ADJ
bracis-33552	75	24	euclidean	euclidean	ADJ
bracis-33552	75	25	space	space	NOUN
bracis-33552	75	26	.	.	PUNCT
bracis-33552	76	1	such	such	DET
bracis-33552	76	2	a	a	DET
bracis-33552	76	3	space	space	NOUN
bracis-33552	76	4	presents	present	VERB
bracis-33552	76	5	no	no	DET
bracis-33552	76	6	trivial	trivial	ADJ
bracis-33552	76	7	operations	operation	NOUN
bracis-33552	76	8	,	,	PUNCT
bracis-33552	76	9	such	such	ADJ
bracis-33552	76	10	as	as	ADP
bracis-33552	76	11	sum	sum	NOUN
bracis-33552	76	12	or	or	CCONJ
bracis-33552	76	13	gradient	gradient	NOUN
bracis-33552	76	14	,	,	PUNCT
bracis-33552	76	15	which	which	PRON
bracis-33552	76	16	are	be	AUX
bracis-33552	76	17	easily	easily	ADV
bracis-33552	76	18	achieved	achieve	VERB
bracis-33552	76	19	in	in	ADP
bracis-33552	76	20	euclidean	euclidean	ADJ
bracis-33552	76	21	spaces	space	NOUN
bracis-33552	76	22	.	.	PUNCT
bracis-33552	77	1	3	3	NUM
bracis-33552	77	2	proposed	propose	VERB
bracis-33552	77	3	method	method	NOUN
bracis-33552	77	4	fig	fig	NOUN
bracis-33552	77	5	.	.	PUNCT
bracis-33552	78	1	2	2	X
bracis-33552	78	2	.	.	X
bracis-33552	78	3	framework	framework	NOUN
bracis-33552	78	4	of	of	ADP
bracis-33552	78	5	the	the	DET
bracis-33552	78	6	proposed	propose	VERB
bracis-33552	78	7	optimization	optimization	NOUN
bracis-33552	78	8	solution	solution	NOUN
bracis-33552	78	9	.	.	PUNCT
bracis-33552	79	1	given	give	VERB
bracis-33552	79	2	a	a	DET
bracis-33552	79	3	collection	collection	NOUN
bracis-33552	79	4	of	of	ADP
bracis-33552	79	5	labeled	label	VERB
bracis-33552	79	6	pattern	pattern	NOUN
bracis-33552	79	7	sets	set	NOUN
bracis-33552	79	8	,	,	PUNCT
bracis-33552	79	9	the	the	DET
bracis-33552	79	10	task	task	NOUN
bracis-33552	79	11	lies	lie	VERB
bracis-33552	79	12	in	in	ADP
bracis-33552	79	13	1	1	NUM
bracis-33552	79	14	)	)	PUNCT
bracis-33552	79	15	learning	learn	VERB
bracis-33552	79	16	a	a	DET
bracis-33552	79	17	subspace	subspace	NOUN
bracis-33552	79	18	representation	representation	NOUN
bracis-33552	79	19	for	for	ADP
bracis-33552	79	20	each	each	DET
bracis-33552	79	21	set	set	NOUN
bracis-33552	79	22	and	and	CCONJ
bracis-33552	79	23	then	then	ADV
bracis-33552	79	24	2	2	X
bracis-33552	79	25	)	)	PUNCT
bracis-33552	79	26	estimating	estimate	VERB
bracis-33552	79	27	a	a	DET
bracis-33552	79	28	discriminative	discriminative	NOUN
bracis-33552	79	29	space	space	NOUN
bracis-33552	79	30	where	where	SCONJ
bracis-33552	79	31	discriminative	discriminative	NOUN
bracis-33552	79	32	information	information	NOUN
bracis-33552	79	33	is	be	AUX
bracis-33552	79	34	attainable	attainable	ADJ
bracis-33552	79	35	.	.	PUNCT
bracis-33552	80	1	our	our	PRON
bracis-33552	80	2	contribution	contribution	NOUN
bracis-33552	80	3	lies	lie	VERB
bracis-33552	80	4	in	in	ADP
bracis-33552	80	5	optimizing	optimize	VERB
bracis-33552	80	6	the	the	DET
bracis-33552	80	7	discriminative	discriminative	NOUN
bracis-33552	80	8	space	space	NOUN
bracis-33552	80	9	using	use	VERB
bracis-33552	80	10	ga	ga	PROPN
bracis-33552	80	11	,	,	PUNCT
bracis-33552	80	12	where	where	SCONJ
bracis-33552	80	13	a	a	DET
bracis-33552	80	14	population	population	NOUN
bracis-33552	80	15	of	of	ADP
bracis-33552	80	16	subspace	subspace	NOUN
bracis-33552	80	17	candidates	candidate	NOUN
bracis-33552	80	18	is	be	AUX
bracis-33552	80	19	evaluated	evaluate	VERB
bracis-33552	80	20	and	and	CCONJ
bracis-33552	80	21	updated	update	VERB
bracis-33552	80	22	until	until	SCONJ
bracis-33552	80	23	a	a	DET
bracis-33552	80	24	user	user	NOUN
bracis-33552	80	25	-	-	PUNCT
bracis-33552	80	26	specific	specific	ADJ
bracis-33552	80	27	criterion	criterion	NOUN
bracis-33552	80	28	is	be	AUX
bracis-33552	80	29	met	meet	VERB
bracis-33552	80	30	.	.	PUNCT
bracis-33552	81	1	full	full	ADJ
bracis-33552	81	2	size	size	NOUN
bracis-33552	81	3	image	image	NOUN
bracis-33552	81	4	3.1	3.1	NUM
bracis-33552	81	5	problem	problem	NOUN
bracis-33552	81	6	formulation	formulation	NOUN
bracis-33552	81	7	subspaces	subspace	NOUN
bracis-33552	81	8	usually	usually	ADV
bracis-33552	81	9	represent	represent	VERB
bracis-33552	81	10	pattern	pattern	NOUN
bracis-33552	81	11	sets	set	NOUN
bracis-33552	81	12	to	to	PART
bracis-33552	81	13	reduce	reduce	VERB
bracis-33552	81	14	computational	computational	ADJ
bracis-33552	81	15	complexity	complexity	NOUN
bracis-33552	81	16	,	,	PUNCT
bracis-33552	81	17	achieving	achieve	VERB
bracis-33552	81	18	the	the	DET
bracis-33552	81	19	immediate	immediate	ADJ
bracis-33552	81	20	advantage	advantage	NOUN
bracis-33552	81	21	of	of	ADP
bracis-33552	81	22	allowing	allow	VERB
bracis-33552	81	23	parallel	parallel	ADJ
bracis-33552	81	24	processing	processing	NOUN
bracis-33552	81	25	.	.	PUNCT
bracis-33552	82	1	besides	besides	SCONJ
bracis-33552	82	2	,	,	PUNCT
bracis-33552	82	3	subspace	subspace	NOUN
bracis-33552	82	4	representation	representation	NOUN
bracis-33552	82	5	permits	permit	VERB
bracis-33552	82	6	the	the	DET
bracis-33552	82	7	examination	examination	NOUN
bracis-33552	82	8	of	of	ADP
bracis-33552	82	9	correlations	correlation	NOUN
bracis-33552	82	10	among	among	ADP
bracis-33552	82	11	the	the	DET
bracis-33552	82	12	various	various	ADJ
bracis-33552	82	13	factors	factor	NOUN
bracis-33552	82	14	inherent	inherent	ADJ
bracis-33552	82	15	in	in	ADP
bracis-33552	82	16	each	each	DET
bracis-33552	82	17	pattern	pattern	NOUN
bracis-33552	82	18	set	set	VERB
bracis-33552	82	19	.	.	PUNCT
bracis-33552	83	1	in	in	ADP
bracis-33552	83	2	a	a	DET
bracis-33552	83	3	classification	classification	NOUN
bracis-33552	83	4	problem	problem	NOUN
bracis-33552	83	5	,	,	PUNCT
bracis-33552	83	6	\(\boldsymbol{p}=\{p_{i}\}_{i=1}^{n}\	\(\boldsymbol{p}=\{p_{i}\}_{i=1}^{n}\	ADV
bracis-33552	83	7	)	)	PUNCT
bracis-33552	83	8	denotes	denote	VERB
bracis-33552	83	9	the	the	DET
bracis-33552	83	10	set	set	NOUN
bracis-33552	83	11	of	of	ADP
bracis-33552	83	12	all	all	DET
bracis-33552	83	13	subspaces	subspace	NOUN
bracis-33552	83	14	spanned	span	VERB
bracis-33552	83	15	by	by	ADP
bracis-33552	83	16	\(\boldsymbol{u	\(\boldsymbol{u	PRON
bracis-33552	83	17	}	}	PUNCT
bracis-33552	83	18	=	=	SYM
bracis-33552	83	19	\{u_{i}\}_{i=1}^{n}\	\{u_{i}\}_{i=1}^{n}\	PROPN
bracis-33552	83	20	)	)	PUNCT
bracis-33552	83	21	.	.	PUNCT
bracis-33552	84	1	we	we	PRON
bracis-33552	84	2	can	can	AUX
bracis-33552	84	3	then	then	ADV
bracis-33552	84	4	develop	develop	VERB
bracis-33552	84	5	a	a	DET
bracis-33552	84	6	projection	projection	NOUN
bracis-33552	84	7	matrix	matrix	NOUN
bracis-33552	84	8	d	d	NOUN
bracis-33552	84	9	that	that	PRON
bracis-33552	84	10	acts	act	VERB
bracis-33552	84	11	on	on	ADP
bracis-33552	84	12	the	the	DET
bracis-33552	84	13	elements	element	NOUN
bracis-33552	84	14	of	of	ADP
bracis-33552	84	15	\(\boldsymbol{p}\	\(\boldsymbol{p}\	NOUN
bracis-33552	84	16	)	)	PUNCT
bracis-33552	84	17	to	to	PART
bracis-33552	84	18	extract	extract	VERB
bracis-33552	84	19	discriminative	discriminative	NOUN
bracis-33552	84	20	information	information	NOUN
bracis-33552	84	21	.	.	PUNCT
bracis-33552	85	1	in	in	ADP
bracis-33552	85	2	traditional	traditional	ADJ
bracis-33552	85	3	gds	gds	PROPN
bracis-33552	85	4	,	,	PUNCT
bracis-33552	85	5	this	this	DET
bracis-33552	85	6	procedure	procedure	NOUN
bracis-33552	85	7	is	be	AUX
bracis-33552	85	8	performed	perform	VERB
bracis-33552	85	9	by	by	ADP
bracis-33552	85	10	removing	remove	VERB
bracis-33552	85	11	overlapping	overlap	VERB
bracis-33552	85	12	components	component	NOUN
bracis-33552	85	13	that	that	PRON
bracis-33552	85	14	represent	represent	VERB
bracis-33552	85	15	the	the	DET
bracis-33552	85	16	intersection	intersection	NOUN
bracis-33552	85	17	between	between	ADP
bracis-33552	85	18	subspaces	subspace	NOUN
bracis-33552	85	19	.	.	PUNCT
bracis-33552	86	1	differently	differently	ADV
bracis-33552	86	2	,	,	PUNCT
bracis-33552	86	3	omsm	omsm	NOUN
bracis-33552	86	4	weights	weight	VERB
bracis-33552	86	5	the	the	DET
bracis-33552	86	6	discriminative	discriminative	NOUN
bracis-33552	86	7	space	space	NOUN
bracis-33552	86	8	,	,	PUNCT
bracis-33552	86	9	encouraging	encourage	VERB
bracis-33552	86	10	the	the	DET
bracis-33552	86	11	decorrelation	decorrelation	NOUN
bracis-33552	86	12	of	of	ADP
bracis-33552	86	13	the	the	DET
bracis-33552	86	14	overlapping	overlap	VERB
bracis-33552	86	15	patterns	pattern	NOUN
bracis-33552	86	16	.	.	PUNCT
bracis-33552	87	1	figure	figure	NOUN
bracis-33552	87	2	 	 	SPACE
bracis-33552	87	3	2	2	NUM
bracis-33552	87	4	shows	show	VERB
bracis-33552	87	5	the	the	DET
bracis-33552	87	6	pattern	pattern	NOUN
bracis-33552	87	7	-	-	PUNCT
bracis-33552	87	8	set	set	VERB
bracis-33552	87	9	classification	classification	NOUN
bracis-33552	87	10	pipeline	pipeline	NOUN
bracis-33552	87	11	and	and	CCONJ
bracis-33552	87	12	the	the	DET
bracis-33552	87	13	proposed	propose	VERB
bracis-33552	87	14	optimization	optimization	NOUN
bracis-33552	87	15	solution	solution	NOUN
bracis-33552	87	16	.	.	PUNCT
bracis-33552	88	1	given	give	VERB
bracis-33552	88	2	a	a	DET
bracis-33552	88	3	collection	collection	NOUN
bracis-33552	88	4	of	of	ADP
bracis-33552	88	5	labeled	label	VERB
bracis-33552	88	6	pattern	pattern	NOUN
bracis-33552	88	7	sets	set	NOUN
bracis-33552	88	8	,	,	PUNCT
bracis-33552	88	9	the	the	DET
bracis-33552	88	10	task	task	NOUN
bracis-33552	88	11	lies	lie	VERB
bracis-33552	88	12	in	in	ADP
bracis-33552	88	13	estimating	estimate	VERB
bracis-33552	88	14	subspace	subspace	NOUN
bracis-33552	88	15	representations	representation	NOUN
bracis-33552	88	16	for	for	ADP
bracis-33552	88	17	each	each	DET
bracis-33552	88	18	set	set	NOUN
bracis-33552	88	19	and	and	CCONJ
bracis-33552	88	20	then	then	ADV
bracis-33552	88	21	learning	learn	VERB
bracis-33552	88	22	a	a	DET
bracis-33552	88	23	discriminative	discriminative	NOUN
bracis-33552	88	24	space	space	NOUN
bracis-33552	88	25	,	,	PUNCT
bracis-33552	88	26	where	where	SCONJ
bracis-33552	88	27	the	the	DET
bracis-33552	88	28	subspaces	subspace	NOUN
bracis-33552	88	29	are	be	AUX
bracis-33552	88	30	projected	project	VERB
bracis-33552	88	31	,	,	PUNCT
bracis-33552	88	32	and	and	CCONJ
bracis-33552	88	33	improved	improved	ADJ
bracis-33552	88	34	patterns	pattern	NOUN
bracis-33552	88	35	are	be	AUX
bracis-33552	88	36	obtained	obtain	VERB
bracis-33552	88	37	.	.	PUNCT
bracis-33552	89	1	our	our	PRON
bracis-33552	89	2	contribution	contribution	NOUN
bracis-33552	89	3	lies	lie	VERB
bracis-33552	89	4	in	in	ADP
bracis-33552	89	5	optimizing	optimize	VERB
bracis-33552	89	6	the	the	DET
bracis-33552	89	7	discriminative	discriminative	NOUN
bracis-33552	89	8	space	space	NOUN
bracis-33552	89	9	using	use	VERB
bracis-33552	89	10	our	our	PRON
bracis-33552	89	11	genetic	genetic	ADJ
bracis-33552	89	12	algorithm	algorithm	NOUN
bracis-33552	89	13	.	.	PUNCT
bracis-33552	90	1	an	an	DET
bracis-33552	90	2	initial	initial	ADJ
bracis-33552	90	3	population	population	NOUN
bracis-33552	90	4	derived	derive	VERB
bracis-33552	90	5	from	from	ADP
bracis-33552	90	6	omsm	omsm	NOUN
bracis-33552	90	7	and	and	CCONJ
bracis-33552	90	8	gds	gds	PROPN
bracis-33552	90	9	subspaces	subspace	NOUN
bracis-33552	90	10	is	be	AUX
bracis-33552	90	11	successively	successively	ADV
bracis-33552	90	12	evaluated	evaluate	VERB
bracis-33552	90	13	and	and	CCONJ
bracis-33552	90	14	updated	update	VERB
bracis-33552	90	15	until	until	SCONJ
bracis-33552	90	16	a	a	DET
bracis-33552	90	17	specific	specific	ADJ
bracis-33552	90	18	criterion	criterion	NOUN
bracis-33552	90	19	is	be	AUX
bracis-33552	90	20	met	meet	VERB
bracis-33552	90	21	.	.	PUNCT
bracis-33552	91	1	3.2	3.2	NUM
bracis-33552	91	2	brief	brief	ADJ
bracis-33552	91	3	review	review	NOUN
bracis-33552	91	4	on	on	ADP
bracis-33552	91	5	msm	msm	NOUN
bracis-33552	91	6	to	to	PART
bracis-33552	91	7	represent	represent	VERB
bracis-33552	91	8	a	a	DET
bracis-33552	91	9	pattern	pattern	NOUN
bracis-33552	91	10	-	-	PUNCT
bracis-33552	91	11	set	set	VERB
bracis-33552	91	12	by	by	ADP
bracis-33552	91	13	a	a	DET
bracis-33552	91	14	subspace	subspace	NOUN
bracis-33552	91	15	,	,	PUNCT
bracis-33552	91	16	we	we	PRON
bracis-33552	91	17	use	use	VERB
bracis-33552	91	18	orthonormal	orthonormal	ADJ
bracis-33552	91	19	basis	basis	NOUN
bracis-33552	91	20	vectors	vector	NOUN
bracis-33552	91	21	to	to	PART
bracis-33552	91	22	describe	describe	VERB
bracis-33552	91	23	them	they	PRON
bracis-33552	91	24	compactly	compactly	ADV
bracis-33552	91	25	.	.	PUNCT
bracis-33552	92	1	given	give	VERB
bracis-33552	92	2	a	a	DET
bracis-33552	92	3	feature	feature	NOUN
bracis-33552	92	4	matrix	matrix	NOUN
bracis-33552	92	5	\(x=[~x_1{\,}|{\,}x_2{\,}|{\,}\ldots	\(x=[~x_1{\,}|{\,}x_2{\,}|{\,}\ldot	NOUN
bracis-33552	92	6	{	{	PUNCT
bracis-33552	92	7	\,}|{\,}x_{m-1}{\,}|{\,}x_{m}~]\	\,}|{\,}x_{m-1}{\,}|{\,}x_{m}~]\	PROPN
bracis-33552	92	8	)	)	PUNCT
bracis-33552	92	9	,	,	PUNCT
bracis-33552	92	10	where	where	SCONJ
bracis-33552	92	11	\(x_j\	\(x_j\	PROPN
bracis-33552	92	12	)	)	PUNCT
bracis-33552	92	13	is	be	AUX
bracis-33552	92	14	a	a	DET
bracis-33552	92	15	feature	feature	NOUN
bracis-33552	92	16	vector	vector	NOUN
bracis-33552	92	17	,	,	PUNCT
bracis-33552	92	18	possibly	possibly	ADV
bracis-33552	92	19	obtained	obtain	VERB
bracis-33552	92	20	through	through	ADP
bracis-33552	92	21	the	the	DET
bracis-33552	92	22	vectorization	vectorization	NOUN
bracis-33552	92	23	of	of	ADP
bracis-33552	92	24	an	an	DET
bracis-33552	92	25	image	image	NOUN
bracis-33552	92	26	.	.	PUNCT
bracis-33552	93	1	then	then	ADV
bracis-33552	93	2	,	,	PUNCT
bracis-33552	93	3	we	we	PRON
bracis-33552	93	4	can	can	AUX
bracis-33552	93	5	conduct	conduct	VERB
bracis-33552	93	6	a	a	DET
bracis-33552	93	7	decomposition	decomposition	NOUN
bracis-33552	93	8	to	to	PART
bracis-33552	93	9	gather	gather	VERB
bracis-33552	93	10	knowledge	knowledge	NOUN
bracis-33552	93	11	of	of	ADP
bracis-33552	93	12	the	the	DET
bracis-33552	93	13	geometric	geometric	ADJ
bracis-33552	93	14	structure	structure	NOUN
bracis-33552	93	15	of	of	ADP
bracis-33552	93	16	x.	x.	NOUN
bracis-33552	93	17	the	the	DET
bracis-33552	93	18	singular	singular	PROPN
bracis-33552	93	19	value	value	NOUN
bracis-33552	93	20	decomposition	decomposition	NOUN
bracis-33552	93	21	(	(	PUNCT
bracis-33552	93	22	svd	svd	PROPN
bracis-33552	93	23	)	)	PUNCT
bracis-33552	93	24	 	 	SPACE
bracis-33552	94	1	[	[	X
bracis-33552	94	2	14	14	NUM
bracis-33552	94	3	]	]	PUNCT
bracis-33552	94	4	produces	produce	VERB
bracis-33552	94	5	a	a	DET
bracis-33552	94	6	set	set	NOUN
bracis-33552	94	7	of	of	ADP
bracis-33552	94	8	eigenvectors	eigenvector	NOUN
bracis-33552	94	9	u	u	NOUN
bracis-33552	94	10	and	and	CCONJ
bracis-33552	94	11	a	a	DET
bracis-33552	94	12	set	set	NOUN
bracis-33552	94	13	of	of	ADP
bracis-33552	94	14	eigenvalues	eigenvalue	NOUN
bracis-33552	94	15	\(\varlambda	\(\varlambda	NOUN
bracis-33552	94	16	\	\	NOUN
bracis-33552	94	17	)	)	PUNCT
bracis-33552	94	18	,	,	PUNCT
bracis-33552	94	19	where	where	SCONJ
bracis-33552	94	20	each	each	DET
bracis-33552	94	21	column	column	NOUN
bracis-33552	94	22	vector	vector	NOUN
bracis-33552	94	23	in	in	ADP
bracis-33552	94	24	u	u	PROPN
bracis-33552	94	25	represents	represent	VERB
bracis-33552	94	26	an	an	DET
bracis-33552	94	27	axis	axis	NOUN
bracis-33552	94	28	and	and	CCONJ
bracis-33552	94	29	each	each	DET
bracis-33552	94	30	value	value	NOUN
bracis-33552	94	31	in	in	ADP
bracis-33552	94	32	\(\varlambda	\(\varlambda	ADJ
bracis-33552	94	33	\	\	PROPN
bracis-33552	94	34	)	)	PUNCT
bracis-33552	94	35	describes	describe	VERB
bracis-33552	94	36	how	how	SCONJ
bracis-33552	94	37	important	important	ADJ
bracis-33552	94	38	this	this	DET
bracis-33552	94	39	axis	axis	NOUN
bracis-33552	94	40	is	be	AUX
bracis-33552	94	41	in	in	ADP
bracis-33552	94	42	terms	term	NOUN
bracis-33552	94	43	of	of	ADP
bracis-33552	94	44	reconstruction	reconstruction	NOUN
bracis-33552	94	45	.	.	PUNCT
bracis-33552	95	1	also	also	ADV
bracis-33552	95	2	,	,	PUNCT
bracis-33552	95	3	\(\varlambda	\(\varlambda	PROPN
bracis-33552	95	4	\	\	PROPN
bracis-33552	95	5	)	)	PUNCT
bracis-33552	95	6	describes	describe	VERB
bracis-33552	95	7	how	how	SCONJ
bracis-33552	95	8	much	much	ADJ
bracis-33552	95	9	the	the	DET
bracis-33552	95	10	vectors	vector	NOUN
bracis-33552	95	11	in	in	ADP
bracis-33552	95	12	x	x	SYM
bracis-33552	95	13	are	be	AUX
bracis-33552	95	14	correlated	correlate	VERB
bracis-33552	95	15	.	.	PUNCT
bracis-33552	96	1	the	the	DET
bracis-33552	96	2	svd	svd	PROPN
bracis-33552	96	3	of	of	ADP
bracis-33552	96	4	x	x	NOUN
bracis-33552	96	5	 	 	SPACE
bracis-33552	96	6	is	be	AUX
bracis-33552	96	7	$	$	SYM
bracis-33552	96	8	$	$	SYM
bracis-33552	96	9	\begin{aligned	\begin{aligne	VERB
bracis-33552	96	10	}	}	PUNCT
bracis-33552	96	11	{	{	PUNCT
bracis-33552	96	12	x}{x}^{\top	x}{x}^{\top	NOUN
bracis-33552	96	13	}	}	PUNCT
bracis-33552	96	14	=	=	PUNCT
bracis-33552	96	15	{	{	PUNCT
bracis-33552	96	16	u}{\varlambda	u}{\varlambda	X
bracis-33552	96	17	}	}	PUNCT
bracis-33552	96	18	{	{	PUNCT
bracis-33552	96	19	\,}{u}^{\top	\,}{u}^{\top	NOUN
bracis-33552	96	20	}	}	PUNCT
bracis-33552	96	21	~.	~.	X
bracis-33552	96	22	\end{aligned}$$	\end{aligned}$$	X
bracis-33552	96	23	(	(	PUNCT
bracis-33552	96	24	1	1	X
bracis-33552	96	25	)	)	PUNCT
bracis-33552	96	26	each	each	DET
bracis-33552	96	27	column	column	NOUN
bracis-33552	96	28	of	of	ADP
bracis-33552	96	29	u	u	PROPN
bracis-33552	96	30	is	be	AUX
bracis-33552	96	31	a	a	DET
bracis-33552	96	32	singular	singular	ADJ
bracis-33552	96	33	vector	vector	NOUN
bracis-33552	96	34	of	of	ADP
bracis-33552	96	35	\({x}{x}^{\top	\({x}{x}^{\top	DET
bracis-33552	96	36	}	}	PUNCT
bracis-33552	96	37	\	\	NOUN
bracis-33552	96	38	)	)	PUNCT
bracis-33552	96	39	,	,	PUNCT
bracis-33552	96	40	and	and	CCONJ
bracis-33552	96	41	the	the	DET
bracis-33552	96	42	main	main	ADJ
bracis-33552	96	43	diagonal	diagonal	NOUN
bracis-33552	96	44	of	of	ADP
bracis-33552	96	45	\(\varlambda	\(\varlambda	NOUN
bracis-33552	96	46	\	\	PROPN
bracis-33552	96	47	)	)	PUNCT
bracis-33552	96	48	presents	present	VERB
bracis-33552	96	49	the	the	DET
bracis-33552	96	50	singular	singular	ADJ
bracis-33552	96	51	values	value	NOUN
bracis-33552	96	52	in	in	ADP
bracis-33552	96	53	descending	descend	VERB
bracis-33552	96	54	order	order	NOUN
bracis-33552	96	55	.	.	PUNCT
bracis-33552	97	1	the	the	DET
bracis-33552	97	2	analysis	analysis	NOUN
bracis-33552	97	3	of	of	ADP
bracis-33552	97	4	\(\varlambda	\(\varlambda	NOUN
bracis-33552	97	5	\	\	PROPN
bracis-33552	97	6	)	)	PUNCT
bracis-33552	97	7	is	be	AUX
bracis-33552	97	8	helpful	helpful	ADJ
bracis-33552	97	9	in	in	ADP
bracis-33552	97	10	various	various	ADJ
bracis-33552	97	11	problems	problem	NOUN
bracis-33552	97	12	,	,	PUNCT
bracis-33552	97	13	such	such	ADJ
bracis-33552	97	14	as	as	ADP
bracis-33552	97	15	dimensionality	dimensionality	NOUN
bracis-33552	97	16	reduction	reduction	NOUN
bracis-33552	97	17	,	,	PUNCT
bracis-33552	97	18	signal	signal	ADJ
bracis-33552	97	19	filtering	filtering	NOUN
bracis-33552	97	20	,	,	PUNCT
bracis-33552	97	21	and	and	CCONJ
bracis-33552	97	22	feature	feature	NOUN
bracis-33552	97	23	extraction	extraction	NOUN
bracis-33552	97	24	.	.	PUNCT
bracis-33552	98	1	by	by	ADP
bracis-33552	98	2	analyzing	analyze	VERB
bracis-33552	98	3	the	the	DET
bracis-33552	98	4	influence	influence	NOUN
bracis-33552	98	5	of	of	ADP
bracis-33552	98	6	each	each	DET
bracis-33552	98	7	eigenvector	eigenvector	NOUN
bracis-33552	98	8	,	,	PUNCT
bracis-33552	98	9	it	it	PRON
bracis-33552	98	10	is	be	AUX
bracis-33552	98	11	possible	possible	ADJ
bracis-33552	98	12	to	to	PART
bracis-33552	98	13	select	select	VERB
bracis-33552	98	14	a	a	DET
bracis-33552	98	15	small	small	ADJ
bracis-33552	98	16	set	set	NOUN
bracis-33552	98	17	by	by	ADP
bracis-33552	98	18	removing	remove	VERB
bracis-33552	98	19	all	all	PRON
bracis-33552	98	20	but	but	SCONJ
bracis-33552	98	21	the	the	DET
bracis-33552	98	22	top	top	NOUN
bracis-33552	98	23	k	k	PROPN
bracis-33552	98	24	eigenvalues	eigenvalue	VERB
bracis-33552	98	25	in	in	ADP
bracis-33552	98	26	the	the	DET
bracis-33552	98	27	diagonal	diagonal	NOUN
bracis-33552	98	28	of	of	ADP
bracis-33552	98	29	\({\varlambda	\({\varlambda	PROPN
bracis-33552	98	30	}	}	PUNCT
bracis-33552	98	31	\	\	PROPN
bracis-33552	98	32	)	)	PUNCT
bracis-33552	98	33	.	.	PUNCT
bracis-33552	99	1	the	the	DET
bracis-33552	99	2	following	follow	VERB
bracis-33552	99	3	criteria	criterion	NOUN
bracis-33552	99	4	can	can	AUX
bracis-33552	99	5	be	be	AUX
bracis-33552	99	6	used	use	VERB
bracis-33552	99	7	to	to	PART
bracis-33552	99	8	obtain	obtain	VERB
bracis-33552	99	9	the	the	DET
bracis-33552	99	10	compactness	compactness	NOUN
bracis-33552	99	11	ratio	ratio	NOUN
bracis-33552	99	12	:	:	PUNCT
bracis-33552	99	13	$	$	SYM
bracis-33552	99	14	$	$	SYM
bracis-33552	99	15	\begin{aligned	\begin{aligne	VERB
bracis-33552	99	16	}	}	PUNCT
bracis-33552	99	17	\mu	\mu	PROPN
bracis-33552	99	18	(	(	PUNCT
bracis-33552	99	19	k	k	NOUN
bracis-33552	99	20	)	)	PUNCT
bracis-33552	99	21	\le	\le	PROPN
bracis-33552	99	22	{	{	PUNCT
bracis-33552	99	23	\sum	\sum	NOUN
bracis-33552	99	24	_	_	PUNCT
bracis-33552	99	25	{	{	PUNCT
bracis-33552	100	1	j=1}^{k}(\mathbf	j=1}^{k}(\mathbf	PROPN
bracis-33552	100	2	{	{	PUNCT
bracis-33552	100	3	\lambda	\lambda	PROPN
bracis-33552	100	4	}	}	PUNCT
bracis-33552	100	5	_	_	PUNCT
bracis-33552	100	6	j)}/{\sum	j)}/{\sum	NOUN
bracis-33552	101	1	_	_	PUNCT
bracis-33552	101	2	{	{	PUNCT
bracis-33552	101	3	j=1}^{m^\prime	j=1}^{m^\prime	PROPN
bracis-33552	101	4	}	}	PUNCT
bracis-33552	101	5	(	(	PUNCT
bracis-33552	101	6	\mathbf	\mathbf	PROPN
bracis-33552	101	7	{	{	PUNCT
bracis-33552	101	8	\lambda	\lambda	PROPN
bracis-33552	101	9	}	}	PUNCT
bracis-33552	101	10	_	_	PUNCT
bracis-33552	101	11	j)}~.	j)}~.	ADJ
bracis-33552	101	12	\end{aligned}$$	\end{aligned}$$	X
bracis-33552	101	13	(	(	PUNCT
bracis-33552	101	14	2	2	NUM
bracis-33552	101	15	)	)	PUNCT
bracis-33552	101	16	in	in	ADP
bracis-33552	101	17	eq	eq	ADP
bracis-33552	101	18	.	.	PUNCT
bracis-33552	101	19	 	 	SPACE
bracis-33552	101	20	(	(	PUNCT
bracis-33552	101	21	2	2	NUM
bracis-33552	101	22	)	)	PUNCT
bracis-33552	101	23	,	,	PUNCT
bracis-33552	101	24	k	k	PROPN
bracis-33552	101	25	is	be	AUX
bracis-33552	101	26	the	the	DET
bracis-33552	101	27	number	number	NOUN
bracis-33552	101	28	of	of	ADP
bracis-33552	101	29	the	the	DET
bracis-33552	101	30	selected	select	VERB
bracis-33552	101	31	eigenvectors	eigenvector	NOUN
bracis-33552	101	32	which	which	PRON
bracis-33552	101	33	spans	span	VERB
bracis-33552	101	34	a	a	DET
bracis-33552	101	35	subspace	subspace	NOUN
bracis-33552	101	36	,	,	PUNCT
bracis-33552	101	37	\({\lambda	\({\lambda	PROPN
bracis-33552	101	38	}	}	PUNCT
bracis-33552	101	39	_	_	PUNCT
bracis-33552	102	1	j\	j\	NOUN
bracis-33552	102	2	)	)	PUNCT
bracis-33552	102	3	corresponds	correspond	VERB
bracis-33552	102	4	to	to	ADP
bracis-33552	102	5	the	the	DET
bracis-33552	102	6	j	j	PROPN
bracis-33552	102	7	-	-	PUNCT
bracis-33552	102	8	th	th	VERB
bracis-33552	102	9	eigenvalue	eigenvalue	NOUN
bracis-33552	102	10	of	of	ADP
bracis-33552	102	11	\({x}{x}^{\top	\({x}{x}^{\top	NOUN
bracis-33552	102	12	}	}	PUNCT
bracis-33552	102	13	\	\	NOUN
bracis-33552	102	14	)	)	PUNCT
bracis-33552	102	15	.	.	PUNCT
bracis-33552	103	1	then	then	ADV
bracis-33552	103	2	,	,	PUNCT
bracis-33552	103	3	\(m^\prime	\(m^\prime	PROPN
bracis-33552	103	4	=	=	PUNCT
bracis-33552	103	5	\text	\text	ADV
bracis-33552	103	6	{	{	PUNCT
bracis-33552	103	7	rank}\left	rank}\left	VERB
bracis-33552	103	8	(	(	PUNCT
bracis-33552	103	9	{	{	PUNCT
bracis-33552	103	10	x}{x}^{\top	x}{x}^{\top	NOUN
bracis-33552	103	11	}	}	PUNCT
bracis-33552	103	12	\right	\right	NOUN
bracis-33552	103	13	)	)	PUNCT
bracis-33552	103	14	\	\	NOUN
bracis-33552	103	15	)	)	PUNCT
bracis-33552	103	16	.	.	PUNCT
bracis-33552	104	1	it	it	PRON
bracis-33552	104	2	is	be	AUX
bracis-33552	104	3	useful	useful	ADJ
bracis-33552	104	4	to	to	PART
bracis-33552	104	5	set	set	VERB
bracis-33552	104	6	k	k	PROPN
bracis-33552	104	7	as	as	ADV
bracis-33552	104	8	small	small	ADJ
bracis-33552	104	9	as	as	ADP
bracis-33552	104	10	possible	possible	ADJ
bracis-33552	104	11	to	to	PART
bracis-33552	104	12	achieve	achieve	VERB
bracis-33552	104	13	a	a	DET
bracis-33552	104	14	minimum	minimum	ADJ
bracis-33552	104	15	number	number	NOUN
bracis-33552	104	16	of	of	ADP
bracis-33552	104	17	orthonormal	orthonormal	ADJ
bracis-33552	104	18	basis	basis	NOUN
bracis-33552	104	19	vectors	vector	NOUN
bracis-33552	104	20	,	,	PUNCT
bracis-33552	104	21	maintaining	maintain	VERB
bracis-33552	104	22	low	low	ADJ
bracis-33552	104	23	memory	memory	NOUN
bracis-33552	104	24	requirements	requirement	NOUN
bracis-33552	104	25	.	.	PUNCT
bracis-33552	105	1	we	we	PRON
bracis-33552	105	2	employ	employ	VERB
bracis-33552	105	3	the	the	DET
bracis-33552	105	4	average	average	NOUN
bracis-33552	105	5	of	of	ADP
bracis-33552	105	6	the	the	DET
bracis-33552	105	7	canonical	canonical	ADJ
bracis-33552	105	8	angles	angle	NOUN
bracis-33552	105	9	to	to	PART
bracis-33552	105	10	compare	compare	VERB
bracis-33552	105	11	the	the	DET
bracis-33552	105	12	subspaces	subspace	NOUN
bracis-33552	105	13	.	.	PUNCT
bracis-33552	106	1	a	a	DET
bracis-33552	106	2	practical	practical	ADJ
bracis-33552	106	3	technique	technique	NOUN
bracis-33552	106	4	for	for	ADP
bracis-33552	106	5	computing	compute	VERB
bracis-33552	106	6	the	the	DET
bracis-33552	106	7	canonical	canonical	ADJ
bracis-33552	106	8	angles	angle	NOUN
bracis-33552	106	9	between	between	ADP
bracis-33552	106	10	two	two	NUM
bracis-33552	106	11	subspaces	subspace	NOUN
bracis-33552	106	12	p	p	NOUN
bracis-33552	106	13	and	and	CCONJ
bracis-33552	106	14	q	q	NOUN
bracis-33552	106	15	is	be	AUX
bracis-33552	106	16	calculating	calculate	VERB
bracis-33552	106	17	the	the	DET
bracis-33552	106	18	eigenvalues	eigenvalue	NOUN
bracis-33552	106	19	of	of	ADP
bracis-33552	106	20	the	the	DET
bracis-33552	106	21	product	product	NOUN
bracis-33552	106	22	of	of	ADP
bracis-33552	106	23	their	their	PRON
bracis-33552	106	24	basis	basis	NOUN
bracis-33552	106	25	vectors	vector	NOUN
bracis-33552	106	26	.	.	PUNCT
bracis-33552	107	1	given	give	VERB
bracis-33552	107	2	\(u_{p}\	\(u_{p}\	ADV
bracis-33552	107	3	)	)	PUNCT
bracis-33552	107	4	and	and	CCONJ
bracis-33552	107	5	\(u_{q}\	\(u_{q}\	VERB
bracis-33552	107	6	)	)	PUNCT
bracis-33552	107	7	,	,	PUNCT
bracis-33552	107	8	which	which	PRON
bracis-33552	107	9	span	span	VERB
bracis-33552	107	10	the	the	DET
bracis-33552	107	11	subspaces	subspace	NOUN
bracis-33552	107	12	p	p	NOUN
bracis-33552	107	13	and	and	CCONJ
bracis-33552	107	14	q	q	NOUN
bracis-33552	107	15	,	,	PUNCT
bracis-33552	107	16	eq	eq	NOUN
bracis-33552	107	17	.	.	PROPN
bracis-33552	107	18	 	 	SPACE
bracis-33552	107	19	(	(	PUNCT
bracis-33552	107	20	3	3	X
bracis-33552	107	21	)	)	PUNCT
bracis-33552	107	22	computes	compute	VERB
bracis-33552	107	23	the	the	DET
bracis-33552	107	24	canonical	canonical	ADJ
bracis-33552	107	25	correlations	correlation	NOUN
bracis-33552	107	26	between	between	ADP
bracis-33552	107	27	p	p	PROPN
bracis-33552	107	28	and	and	CCONJ
bracis-33552	107	29	q	q	NOUN
bracis-33552	107	30	:	:	PUNCT
bracis-33552	107	31	$	$	SYM
bracis-33552	107	32	$	$	SYM
bracis-33552	107	33	\begin{aligned	\begin{aligne	VERB
bracis-33552	107	34	}	}	PUNCT
bracis-33552	107	35	u\,_{p}^{\top	u\,_{p}^{\top	ADJ
bracis-33552	107	36	}	}	PUNCT
bracis-33552	107	37	u\,_{q	u\,_{q	ADJ
bracis-33552	107	38	}	}	PUNCT
bracis-33552	107	39	=	=	SYM
bracis-33552	107	40	u	u	NOUN
bracis-33552	107	41	\varsigma	\varsigma	PROPN
bracis-33552	107	42	v^{\top	v^{\top	PROPN
bracis-33552	107	43	}	}	PUNCT
bracis-33552	107	44	,	,	PUNCT
bracis-33552	107	45	\end{aligned}$$	\end{aligned}$$	X
bracis-33552	107	46	(	(	PUNCT
bracis-33552	107	47	3	3	NUM
bracis-33552	107	48	)	)	PUNCT
bracis-33552	107	49	where	where	SCONJ
bracis-33552	107	50	the	the	DET
bracis-33552	107	51	eigenvalues	eigenvalue	NOUN
bracis-33552	107	52	matrix	matrix	NOUN
bracis-33552	107	53	\(\varsigma	\(\varsigma	PUNCT
bracis-33552	107	54	\	\	NOUN
bracis-33552	107	55	)	)	PUNCT
bracis-33552	107	56	provides	provide	VERB
bracis-33552	107	57	the	the	DET
bracis-33552	107	58	canonical	canonical	ADJ
bracis-33552	107	59	correlations	correlation	NOUN
bracis-33552	107	60	between	between	ADP
bracis-33552	107	61	the	the	DET
bracis-33552	107	62	principal	principal	ADJ
bracis-33552	107	63	angles	angle	NOUN
bracis-33552	107	64	of	of	ADP
bracis-33552	107	65	\(u_{p}\	\(u_{p}\	ADJ
bracis-33552	107	66	)	)	PUNCT
bracis-33552	107	67	and	and	CCONJ
bracis-33552	107	68	\(u_{q}\	\(u_{q}\	VERB
bracis-33552	107	69	)	)	PUNCT
bracis-33552	107	70	and	and	CCONJ
bracis-33552	107	71	can	can	AUX
bracis-33552	107	72	be	be	AUX
bracis-33552	107	73	used	use	VERB
bracis-33552	107	74	to	to	PART
bracis-33552	107	75	compute	compute	VERB
bracis-33552	107	76	the	the	DET
bracis-33552	107	77	canonical	canonical	ADJ
bracis-33552	107	78	angles	angle	NOUN
bracis-33552	107	79	,	,	PUNCT
bracis-33552	107	80	since	since	SCONJ
bracis-33552	107	81	\(\varsigma	\(\varsigma	X
bracis-33552	107	82	=	=	PUNCT
bracis-33552	107	83	\textrm{diag}(\lambda	\textrm{diag}(\lambda	NOUN
bracis-33552	107	84	_	_	NOUN
bracis-33552	107	85	1	1	NUM
bracis-33552	107	86	,	,	PUNCT
bracis-33552	107	87	\lambda	\lambda	PROPN
bracis-33552	107	88	_	_	NOUN
bracis-33552	107	89	2	2	NUM
bracis-33552	107	90	,	,	PUNCT
bracis-33552	107	91	\ldots	\ldots	INTJ
bracis-33552	107	92	,	,	PUNCT
bracis-33552	107	93	\lambda	\lambda	PROPN
bracis-33552	107	94	_	_	PUNCT
bracis-33552	107	95	{	{	PUNCT
bracis-33552	107	96	k})\	k})\	NOUN
bracis-33552	107	97	)	)	PUNCT
bracis-33552	107	98	.	.	PUNCT
bracis-33552	108	1	the	the	DET
bracis-33552	108	2	canonical	canonical	ADJ
bracis-33552	108	3	angles	angle	NOUN
bracis-33552	108	4	\(\{\theta	\(\{\theta	NOUN
bracis-33552	108	5	_	_	X
bracis-33552	108	6	j\}_{j=1}^{k}\	j\}_{j=1}^{k}\	NOUN
bracis-33552	108	7	)	)	PUNCT
bracis-33552	108	8	can	can	AUX
bracis-33552	108	9	then	then	ADV
bracis-33552	108	10	be	be	AUX
bracis-33552	108	11	computed	compute	VERB
bracis-33552	108	12	by	by	ADP
bracis-33552	108	13	using	use	VERB
bracis-33552	108	14	the	the	DET
bracis-33552	108	15	inverse	inverse	ADJ
bracis-33552	108	16	cosine	cosine	NOUN
bracis-33552	108	17	of	of	ADP
bracis-33552	108	18	\(\varsigma	\(\varsigma	X
bracis-33552	108	19	\	\	PROPN
bracis-33552	108	20	)	)	PUNCT
bracis-33552	108	21	,	,	PUNCT
bracis-33552	108	22	as	as	ADP
bracis-33552	108	23	\(\{\theta	\(\{\theta	X
bracis-33552	108	24	_	_	NOUN
bracis-33552	108	25	j=\cos	j=\co	NOUN
bracis-33552	108	26	^{-1}(\lambda	^{-1}(\lambda	PUNCT
bracis-33552	108	27	_	_	PUNCT
bracis-33552	108	28	j	j	NOUN
bracis-33552	108	29	)	)	PUNCT
bracis-33552	108	30	\}_{j=1}^{k}\	\}_{j=1}^{k}\	NOUN
bracis-33552	108	31	)	)	PUNCT
bracis-33552	108	32	.	.	PUNCT
bracis-33552	109	1	finally	finally	ADV
bracis-33552	109	2	,	,	PUNCT
bracis-33552	109	3	the	the	DET
bracis-33552	109	4	average	average	ADJ
bracis-33552	109	5	canonical	canonical	ADJ
bracis-33552	109	6	angle	angle	NOUN
bracis-33552	109	7	\(\bar{\theta	\(\bar{\theta	ADP
bracis-33552	109	8	}	}	PUNCT
bracis-33552	109	9	\	\	NOUN
bracis-33552	109	10	)	)	PUNCT
bracis-33552	109	11	between	between	ADP
bracis-33552	109	12	p	p	PROPN
bracis-33552	109	13	and	and	CCONJ
bracis-33552	109	14	q	q	NOUN
bracis-33552	109	15	is	be	AUX
bracis-33552	109	16	defined	define	VERB
bracis-33552	109	17	as	as	ADP
bracis-33552	109	18	\(\bar{\theta	\(\bar{\theta	ADP
bracis-33552	109	19	}	}	PUNCT
bracis-33552	109	20	=	=	SYM
bracis-33552	109	21	\frac{1}{k^\prime	\frac{1}{k^\prime	NOUN
bracis-33552	109	22	}	}	PUNCT
bracis-33552	109	23	\sum	\sum	NOUN
bracis-33552	110	1	_	_	PUNCT
bracis-33552	110	2	{	{	PUNCT
bracis-33552	110	3	j=1}^{k^\prime	j=1}^{k^\prime	PROPN
bracis-33552	110	4	}	}	PUNCT
bracis-33552	110	5	\theta	\theta	PROPN
bracis-33552	110	6	_	_	PUNCT
bracis-33552	111	1	j\	j\	VERB
bracis-33552	111	2	)	)	PUNCT
bracis-33552	111	3	,	,	PUNCT
bracis-33552	111	4	where	where	SCONJ
bracis-33552	111	5	\(k^\prime	\(k^\prime	PROPN
bracis-33552	111	6	\le	\le	PROPN
bracis-33552	111	7	\textrm{min}(\textrm{rank}(p),~\textrm{rank}(q))\	\textrm{min}(\textrm{rank}(p),~\textrm{rank}(q))\	NUM
bracis-33552	111	8	)	)	PUNCT
bracis-33552	111	9	.	.	PUNCT
bracis-33552	112	1	once	once	SCONJ
bracis-33552	112	2	the	the	DET
bracis-33552	112	3	average	average	NOUN
bracis-33552	112	4	of	of	ADP
bracis-33552	112	5	the	the	DET
bracis-33552	112	6	canonical	canonical	ADJ
bracis-33552	112	7	angles	angle	NOUN
bracis-33552	112	8	is	be	AUX
bracis-33552	112	9	obtained	obtain	VERB
bracis-33552	112	10	between	between	ADP
bracis-33552	112	11	the	the	DET
bracis-33552	112	12	training	training	NOUN
bracis-33552	112	13	and	and	CCONJ
bracis-33552	112	14	the	the	DET
bracis-33552	112	15	test	test	NOUN
bracis-33552	112	16	subspaces	subspace	NOUN
bracis-33552	112	17	,	,	PUNCT
bracis-33552	112	18	we	we	PRON
bracis-33552	112	19	can	can	AUX
bracis-33552	112	20	employ	employ	VERB
bracis-33552	112	21	the	the	DET
bracis-33552	112	22	nearest	near	ADJ
bracis-33552	112	23	neighbour	neighbour	ADJ
bracis-33552	112	24	algorithm	algorithm	NOUN
bracis-33552	112	25	(	(	PUNCT
bracis-33552	112	26	1	1	NUM
bracis-33552	112	27	-	-	PUNCT
bracis-33552	112	28	nn	nn	NOUN
bracis-33552	112	29	)	)	PUNCT
bracis-33552	112	30	to	to	PART
bracis-33552	112	31	classify	classify	VERB
bracis-33552	112	32	the	the	DET
bracis-33552	112	33	test	test	NOUN
bracis-33552	112	34	subspaces	subspace	NOUN
bracis-33552	112	35	.	.	PUNCT
bracis-33552	113	1	3.3	3.3	NUM
bracis-33552	113	2	conventional	conventional	ADJ
bracis-33552	113	3	discriminative	discriminative	NOUN
bracis-33552	113	4	subspaces	subspace	NOUN
bracis-33552	113	5	once	once	ADV
bracis-33552	113	6	equipped	equip	VERB
bracis-33552	113	7	with	with	ADP
bracis-33552	113	8	all	all	DET
bracis-33552	113	9	the	the	DET
bracis-33552	113	10	subspaces	subspace	NOUN
bracis-33552	113	11	(	(	PUNCT
bracis-33552	113	12	using	use	VERB
bracis-33552	113	13	eqs	eqs	PROPN
bracis-33552	113	14	.	.	PUNCT
bracis-33552	113	15	 	 	SPACE
bracis-33552	113	16	(	(	PUNCT
bracis-33552	113	17	1	1	NUM
bracis-33552	113	18	)	)	PUNCT
bracis-33552	113	19	and	and	CCONJ
bracis-33552	113	20	 	 	SPACE
bracis-33552	113	21	(	(	PUNCT
bracis-33552	113	22	2	2	NUM
bracis-33552	113	23	)	)	PUNCT
bracis-33552	113	24	)	)	PUNCT
bracis-33552	113	25	,	,	PUNCT
bracis-33552	113	26	omsm	omsm	NOUN
bracis-33552	113	27	employs	employ	VERB
bracis-33552	113	28	the	the	DET
bracis-33552	113	29	fkt	fkt	NOUN
bracis-33552	113	30	to	to	PART
bracis-33552	113	31	generate	generate	VERB
bracis-33552	113	32	the	the	DET
bracis-33552	113	33	matrix	matrix	NOUN
bracis-33552	113	34	\(d_o\	\(d_o\	NOUN
bracis-33552	113	35	)	)	PUNCT
bracis-33552	113	36	that	that	PRON
bracis-33552	113	37	can	can	AUX
bracis-33552	113	38	decorrelate	decorrelate	VERB
bracis-33552	113	39	the	the	DET
bracis-33552	113	40	subspaces	subspace	NOUN
bracis-33552	113	41	.	.	PUNCT
bracis-33552	114	1	each	each	DET
bracis-33552	114	2	set	set	NOUN
bracis-33552	114	3	of	of	ADP
bracis-33552	114	4	basis	basis	NOUN
bracis-33552	114	5	vectors	vector	NOUN
bracis-33552	114	6	\({u}_i\	\({u}_i\	NOUN
bracis-33552	114	7	)	)	PUNCT
bracis-33552	114	8	spans	span	VERB
bracis-33552	114	9	a	a	DET
bracis-33552	114	10	reference	reference	NOUN
bracis-33552	114	11	subspace	subspace	NOUN
bracis-33552	114	12	\({p}_i\	\({p}_i\	NOUN
bracis-33552	114	13	)	)	PUNCT
bracis-33552	114	14	,	,	PUNCT
bracis-33552	114	15	where	where	SCONJ
bracis-33552	114	16	its	its	PRON
bracis-33552	114	17	compactness	compactness	NOUN
bracis-33552	114	18	ratio	ratio	NOUN
bracis-33552	114	19	is	be	AUX
bracis-33552	114	20	empirically	empirically	ADV
bracis-33552	114	21	defined	define	VERB
bracis-33552	114	22	by	by	ADP
bracis-33552	114	23	employing	employ	VERB
bracis-33552	114	24	eq	eq	ADP
bracis-33552	114	25	.	.	PROPN
bracis-33552	114	26	 	 	SPACE
bracis-33552	114	27	(	(	PUNCT
bracis-33552	114	28	2	2	NUM
bracis-33552	114	29	)	)	PUNCT
bracis-33552	114	30	.	.	PUNCT
bracis-33552	115	1	the	the	DET
bracis-33552	115	2	method	method	NOUN
bracis-33552	115	3	to	to	PART
bracis-33552	115	4	generate	generate	VERB
bracis-33552	115	5	the	the	DET
bracis-33552	115	6	matrix	matrix	NOUN
bracis-33552	115	7	\(d_o\	\(d_o\	NOUN
bracis-33552	115	8	)	)	PUNCT
bracis-33552	115	9	that	that	PRON
bracis-33552	115	10	efficiently	efficiently	ADV
bracis-33552	115	11	decorrelates	decorrelate	VERB
bracis-33552	115	12	the	the	DET
bracis-33552	115	13	subspaces	subspace	NOUN
bracis-33552	115	14	is	be	AUX
bracis-33552	115	15	explained	explain	VERB
bracis-33552	115	16	.	.	PUNCT
bracis-33552	116	1	we	we	PRON
bracis-33552	116	2	compute	compute	VERB
bracis-33552	116	3	the	the	DET
bracis-33552	116	4	total	total	ADJ
bracis-33552	116	5	projection	projection	NOUN
bracis-33552	116	6	matrix	matrix	NOUN
bracis-33552	116	7	:	:	PUNCT
bracis-33552	116	8	$	$	SYM
bracis-33552	116	9	$	$	SYM
bracis-33552	116	10	\begin{aligned	\begin{aligne	VERB
bracis-33552	116	11	}	}	PUNCT
bracis-33552	116	12	{	{	PUNCT
bracis-33552	116	13	g	g	NOUN
bracis-33552	116	14	}	}	PUNCT
bracis-33552	116	15	=	=	NOUN
bracis-33552	116	16	\sum	\sum	NOUN
bracis-33552	116	17	_	_	PUNCT
bracis-33552	116	18	{	{	PUNCT
bracis-33552	116	19	i=1}^n	i=1}^n	NOUN
bracis-33552	116	20	{	{	PUNCT
bracis-33552	116	21	u}_i	u}_i	X
bracis-33552	116	22	{	{	PUNCT
bracis-33552	116	23	u}_i^{\top	u}_i^{\top	NOUN
bracis-33552	116	24	}	}	PUNCT
bracis-33552	116	25	,	,	PUNCT
bracis-33552	116	26	\end{aligned}$$	\end{aligned}$$	X
bracis-33552	116	27	(	(	PUNCT
bracis-33552	116	28	4	4	NUM
bracis-33552	116	29	)	)	PUNCT
bracis-33552	116	30	then	then	ADV
bracis-33552	116	31	we	we	PRON
bracis-33552	116	32	decompose	decompose	VERB
bracis-33552	116	33	the	the	DET
bracis-33552	116	34	total	total	ADJ
bracis-33552	116	35	projection	projection	NOUN
bracis-33552	116	36	matrix	matrix	NOUN
bracis-33552	116	37	g	g	NOUN
bracis-33552	116	38	:	:	PUNCT
bracis-33552	116	39	$	$	SYM
bracis-33552	116	40	$	$	SYM
bracis-33552	116	41	\begin{aligned	\begin{aligne	VERB
bracis-33552	116	42	}	}	PUNCT
bracis-33552	116	43	d_o	d_o	X
bracis-33552	117	1	=	=	PRON
bracis-33552	117	2	{	{	PUNCT
bracis-33552	117	3	\varlambda	\varlambda	NOUN
bracis-33552	117	4	}	}	PUNCT
bracis-33552	117	5	^{-1/2	^{-1/2	PROPN
bracis-33552	117	6	}	}	PUNCT
bracis-33552	117	7	\	\	NOUN
bracis-33552	117	8	{	{	PUNCT
bracis-33552	117	9	b}^{\top	b}^{\top	NOUN
bracis-33552	117	10	}	}	PUNCT
bracis-33552	117	11	,	,	PUNCT
bracis-33552	117	12	\end{aligned}$$	\end{aligned}$$	X
bracis-33552	117	13	(	(	PUNCT
bracis-33552	117	14	5	5	NUM
bracis-33552	117	15	)	)	PUNCT
bracis-33552	117	16	where	where	SCONJ
bracis-33552	117	17	b	b	NOUN
bracis-33552	117	18	is	be	AUX
bracis-33552	117	19	the	the	DET
bracis-33552	117	20	set	set	NOUN
bracis-33552	117	21	of	of	ADP
bracis-33552	117	22	orthonormal	orthonormal	ADJ
bracis-33552	117	23	eigenvectors	eigenvector	NOUN
bracis-33552	117	24	corresponding	correspond	VERB
bracis-33552	117	25	to	to	ADP
bracis-33552	117	26	the	the	DET
bracis-33552	117	27	largest	large	ADJ
bracis-33552	117	28	eigenvalues	eigenvalue	NOUN
bracis-33552	117	29	of	of	ADP
bracis-33552	117	30	g	g	NOUN
bracis-33552	117	31	,	,	PUNCT
bracis-33552	117	32	and	and	CCONJ
bracis-33552	117	33	\({\varlambda	\({\varlambda	ADJ
bracis-33552	117	34	}	}	PUNCT
bracis-33552	117	35	\	\	NOUN
bracis-33552	117	36	)	)	PUNCT
bracis-33552	117	37	is	be	AUX
bracis-33552	117	38	a	a	DET
bracis-33552	117	39	diagonal	diagonal	ADJ
bracis-33552	117	40	matrix	matrix	NOUN
bracis-33552	117	41	with	with	ADP
bracis-33552	117	42	the	the	DET
bracis-33552	117	43	k	k	NOUN
bracis-33552	117	44	-	-	PUNCT
bracis-33552	117	45	th	th	X
bracis-33552	117	46	highest	high	ADJ
bracis-33552	117	47	eigenvalue	eigenvalue	NOUN
bracis-33552	117	48	of	of	ADP
bracis-33552	117	49	the	the	DET
bracis-33552	117	50	matrix	matrix	NOUN
bracis-33552	117	51	g	g	NOUN
bracis-33552	117	52	as	as	ADP
bracis-33552	117	53	the	the	DET
bracis-33552	117	54	k	k	PROPN
bracis-33552	117	55	-	-	PUNCT
bracis-33552	117	56	th	th	X
bracis-33552	117	57	diagonal	diagonal	ADJ
bracis-33552	117	58	component	component	NOUN
bracis-33552	117	59	.	.	PUNCT
bracis-33552	118	1	differently	differently	ADV
bracis-33552	118	2	,	,	PUNCT
bracis-33552	118	3	\(d_g\	\(d_g\	PROPN
bracis-33552	118	4	)	)	PUNCT
bracis-33552	118	5	produced	produce	VERB
bracis-33552	118	6	by	by	ADP
bracis-33552	118	7	gds	gds	PROPN
bracis-33552	118	8	can	can	AUX
bracis-33552	118	9	be	be	AUX
bracis-33552	118	10	computed	compute	VERB
bracis-33552	118	11	by	by	ADP
bracis-33552	118	12	discarding	discard	VERB
bracis-33552	118	13	the	the	DET
bracis-33552	118	14	first	first	ADJ
bracis-33552	118	15	d	d	ADJ
bracis-33552	118	16	eigenvectors	eigenvector	NOUN
bracis-33552	118	17	of	of	ADP
bracis-33552	118	18	b	b	NOUN
bracis-33552	118	19	as	as	SCONJ
bracis-33552	118	20	follows	follow	VERB
bracis-33552	118	21	:	:	PUNCT
bracis-33552	118	22	\(d_g	\(d_g	PROPN
bracis-33552	118	23	=	=	SYM
bracis-33552	118	24	b	b	PROPN
bracis-33552	118	25	\setminus	\setminus	PROPN
bracis-33552	118	26	a\	a\	NOUN
bracis-33552	118	27	)	)	PUNCT
bracis-33552	118	28	,	,	PUNCT
bracis-33552	118	29	where	where	SCONJ
bracis-33552	118	30	\(a	\(a	NOUN
bracis-33552	118	31	=	=	SYM
bracis-33552	118	32	\{u_{k}\}_{k=1}^{d}\	\{u_{k}\}_{k=1}^{d}\	NOUN
bracis-33552	118	33	)	)	PUNCT
bracis-33552	118	34	and	and	CCONJ
bracis-33552	118	35	\(\setminus	\(\setminus	NOUN
bracis-33552	118	36	\	\	NOUN
bracis-33552	118	37	)	)	PUNCT
bracis-33552	118	38	is	be	AUX
bracis-33552	118	39	the	the	DET
bracis-33552	118	40	relative	relative	ADJ
bracis-33552	118	41	complement	complement	NOUN
bracis-33552	118	42	(	(	PUNCT
bracis-33552	118	43	i.e.	i.e.	X
bracis-33552	118	44	,	,	PUNCT
bracis-33552	118	45	removes	remove	VERB
bracis-33552	118	46	all	all	DET
bracis-33552	118	47	the	the	DET
bracis-33552	118	48	elements	element	NOUN
bracis-33552	118	49	of	of	ADP
bracis-33552	118	50	a	a	PRON
bracis-33552	118	51	from	from	ADP
bracis-33552	118	52	b	b	NOUN
bracis-33552	118	53	)	)	PUNCT
bracis-33552	118	54	.	.	PUNCT
bracis-33552	119	1	in	in	ADP
bracis-33552	119	2	practice	practice	NOUN
bracis-33552	119	3	,	,	PUNCT
bracis-33552	119	4	omsm	omsm	NOUN
bracis-33552	119	5	and	and	CCONJ
bracis-33552	119	6	gds	gds	PROPN
bracis-33552	119	7	are	be	AUX
bracis-33552	119	8	very	very	ADV
bracis-33552	119	9	similar	similar	ADJ
bracis-33552	119	10	.	.	PUNCT
bracis-33552	120	1	their	their	PRON
bracis-33552	120	2	differences	difference	NOUN
bracis-33552	120	3	arise	arise	VERB
bracis-33552	120	4	from	from	ADP
bracis-33552	120	5	the	the	DET
bracis-33552	120	6	fact	fact	NOUN
bracis-33552	120	7	that	that	SCONJ
bracis-33552	120	8	the	the	DET
bracis-33552	120	9	eigenvectors	eigenvector	NOUN
bracis-33552	120	10	of	of	ADP
bracis-33552	120	11	g	g	PROPN
bracis-33552	120	12	are	be	AUX
bracis-33552	120	13	either	either	ADV
bracis-33552	120	14	weighted	weight	VERB
bracis-33552	120	15	or	or	CCONJ
bracis-33552	120	16	discarded	discard	VERB
bracis-33552	120	17	,	,	PUNCT
bracis-33552	120	18	suggesting	suggest	VERB
bracis-33552	120	19	that	that	SCONJ
bracis-33552	120	20	an	an	DET
bracis-33552	120	21	optimization	optimization	NOUN
bracis-33552	120	22	strategy	strategy	NOUN
bracis-33552	120	23	should	should	AUX
bracis-33552	120	24	be	be	AUX
bracis-33552	120	25	implemented	implement	VERB
bracis-33552	120	26	for	for	ADP
bracis-33552	120	27	weighting	weight	VERB
bracis-33552	120	28	or	or	CCONJ
bracis-33552	120	29	discarding	discard	VERB
bracis-33552	120	30	eigenvectors	eigenvector	NOUN
bracis-33552	120	31	.	.	PUNCT
bracis-33552	121	1	since	since	SCONJ
bracis-33552	121	2	this	this	DET
bracis-33552	121	3	problem	problem	NOUN
bracis-33552	121	4	can	can	AUX
bracis-33552	121	5	be	be	AUX
bracis-33552	121	6	analyzed	analyze	VERB
bracis-33552	121	7	from	from	ADP
bracis-33552	121	8	a	a	DET
bracis-33552	121	9	feature	feature	NOUN
bracis-33552	121	10	selection	selection	NOUN
bracis-33552	121	11	point	point	NOUN
bracis-33552	121	12	of	of	ADP
bracis-33552	121	13	view	view	NOUN
bracis-33552	121	14	and	and	CCONJ
bracis-33552	121	15	,	,	PUNCT
bracis-33552	121	16	according	accord	VERB
bracis-33552	121	17	to	to	ADP
bracis-33552	121	18	 	 	SPACE
bracis-33552	121	19	[	[	PUNCT
bracis-33552	121	20	10	10	NUM
bracis-33552	121	21	]	]	PUNCT
bracis-33552	121	22	,	,	PUNCT
bracis-33552	121	23	it	it	PRON
bracis-33552	121	24	is	be	AUX
bracis-33552	121	25	an	an	DET
bracis-33552	121	26	np	np	ADJ
bracis-33552	121	27	-	-	PUNCT
bracis-33552	121	28	hard	hard	ADJ
bracis-33552	121	29	problem	problem	NOUN
bracis-33552	121	30	,	,	PUNCT
bracis-33552	121	31	we	we	PRON
bracis-33552	121	32	argue	argue	VERB
bracis-33552	121	33	that	that	SCONJ
bracis-33552	121	34	using	use	VERB
bracis-33552	121	35	an	an	DET
bracis-33552	121	36	ea	ea	NOUN
bracis-33552	121	37	for	for	ADP
bracis-33552	121	38	combining	combine	VERB
bracis-33552	121	39	both	both	PRON
bracis-33552	121	40	\(d_o\	\(d_o\	NOUN
bracis-33552	121	41	)	)	PUNCT
bracis-33552	121	42	and	and	CCONJ
bracis-33552	121	43	\(d_g\	\(d_g\	NOUN
bracis-33552	121	44	)	)	PUNCT
bracis-33552	121	45	discriminative	discriminative	NOUN
bracis-33552	121	46	spaces	space	NOUN
bracis-33552	121	47	is	be	AUX
bracis-33552	121	48	a	a	DET
bracis-33552	121	49	viable	viable	ADJ
bracis-33552	121	50	solution	solution	NOUN
bracis-33552	121	51	.	.	PUNCT
bracis-33552	122	1	in	in	ADP
bracis-33552	122	2	this	this	DET
bracis-33552	122	3	scenario	scenario	NOUN
bracis-33552	122	4	,	,	PUNCT
bracis-33552	122	5	a	a	DET
bracis-33552	122	6	suitable	suitable	ADJ
bracis-33552	122	7	objective	objective	ADJ
bracis-33552	122	8	function	function	NOUN
bracis-33552	122	9	\(\boldsymbol{f}\	\(\boldsymbol{f}\	NOUN
bracis-33552	122	10	)	)	PUNCT
bracis-33552	122	11	must	must	AUX
bracis-33552	122	12	be	be	AUX
bracis-33552	122	13	an	an	DET
bracis-33552	122	14	indicator	indicator	NOUN
bracis-33552	122	15	of	of	ADP
bracis-33552	122	16	how	how	SCONJ
bracis-33552	122	17	much	much	ADJ
bracis-33552	122	18	a	a	DET
bracis-33552	122	19	discriminative	discriminative	NOUN
bracis-33552	122	20	space	space	NOUN
bracis-33552	122	21	can	can	AUX
bracis-33552	122	22	discriminate	discriminate	VERB
bracis-33552	122	23	different	different	ADJ
bracis-33552	122	24	groups	group	NOUN
bracis-33552	122	25	.	.	PUNCT
bracis-33552	123	1	we	we	PRON
bracis-33552	123	2	discuss	discuss	VERB
bracis-33552	123	3	the	the	DET
bracis-33552	123	4	chosen	choose	VERB
bracis-33552	123	5	objective	objective	ADJ
bracis-33552	123	6	function	function	NOUN
bracis-33552	123	7	in	in	ADP
bracis-33552	123	8	the	the	DET
bracis-33552	123	9	following	follow	VERB
bracis-33552	123	10	section	section	NOUN
bracis-33552	123	11	.	.	PUNCT
bracis-33552	124	1	3.4	3.4	NUM
bracis-33552	124	2	proposed	propose	VERB
bracis-33552	124	3	algorithm	algorithm	NOUN
bracis-33552	124	4	we	we	PRON
bracis-33552	124	5	propose	propose	VERB
bracis-33552	124	6	an	an	DET
bracis-33552	124	7	ea	ea	NOUN
bracis-33552	124	8	in	in	ADP
bracis-33552	124	9	the	the	DET
bracis-33552	124	10	likes	like	NOUN
bracis-33552	124	11	of	of	ADP
bracis-33552	124	12	the	the	DET
bracis-33552	124	13	ga	ga	PROPN
bracis-33552	124	14	of	of	ADP
bracis-33552	124	15	holland	holland	PROPN
bracis-33552	124	16	 	 	SPACE
bracis-33552	125	1	[	[	X
bracis-33552	125	2	13	13	NUM
bracis-33552	125	3	]	]	PUNCT
bracis-33552	125	4	with	with	ADP
bracis-33552	125	5	all	all	DET
bracis-33552	125	6	genetic	genetic	ADJ
bracis-33552	125	7	operators	operator	NOUN
bracis-33552	125	8	but	but	CCONJ
bracis-33552	125	9	the	the	DET
bracis-33552	125	10	mutation	mutation	NOUN
bracis-33552	125	11	operator	operator	NOUN
bracis-33552	125	12	.	.	PUNCT
bracis-33552	126	1	algorithm	algorithm	PROPN
bracis-33552	126	2	 	 	SPACE
bracis-33552	126	3	1	1	NUM
bracis-33552	126	4	has	have	VERB
bracis-33552	126	5	the	the	DET
bracis-33552	126	6	following	follow	VERB
bracis-33552	126	7	components	component	NOUN
bracis-33552	126	8	:	:	PUNCT
bracis-33552	126	9	initializepopulation	initializepopulation	NOUN
bracis-33552	126	10	,	,	PUNCT
bracis-33552	126	11	evaluate	evaluate	NOUN
bracis-33552	126	12	,	,	PUNCT
bracis-33552	126	13	selection	selection	NOUN
bracis-33552	126	14	and	and	CCONJ
bracis-33552	126	15	crossover	crossover	NOUN
bracis-33552	126	16	.	.	PUNCT
bracis-33552	127	1	the	the	DET
bracis-33552	127	2	overall	overall	ADJ
bracis-33552	127	3	steps	step	NOUN
bracis-33552	127	4	of	of	ADP
bracis-33552	127	5	the	the	DET
bracis-33552	127	6	ga	ga	PROPN
bracis-33552	127	7	are	be	AUX
bracis-33552	127	8	shown	show	VERB
bracis-33552	127	9	in	in	ADP
bracis-33552	127	10	algorithm	algorithm	NOUN
bracis-33552	127	11	 	 	SPACE
bracis-33552	127	12	1	1	NUM
bracis-33552	127	13	.	.	PUNCT
bracis-33552	128	1	the	the	DET
bracis-33552	128	2	encoding	encoding	NOUN
bracis-33552	128	3	of	of	ADP
bracis-33552	128	4	solutions	solution	NOUN
bracis-33552	128	5	in	in	ADP
bracis-33552	128	6	our	our	PRON
bracis-33552	128	7	ga	ga	NOUN
bracis-33552	128	8	is	be	AUX
bracis-33552	128	9	in	in	ADP
bracis-33552	128	10	the	the	DET
bracis-33552	128	11	form	form	NOUN
bracis-33552	128	12	of	of	ADP
bracis-33552	128	13	a	a	DET
bracis-33552	128	14	matrix	matrix	NOUN
bracis-33552	128	15	,	,	PUNCT
bracis-33552	128	16	each	each	DET
bracis-33552	128	17	solution	solution	NOUN
bracis-33552	128	18	encodes	encode	VERB
bracis-33552	128	19	the	the	DET
bracis-33552	128	20	basis	basis	NOUN
bracis-33552	128	21	vectors	vector	NOUN
bracis-33552	128	22	of	of	ADP
bracis-33552	128	23	the	the	DET
bracis-33552	128	24	discriminative	discriminative	NOUN
bracis-33552	128	25	subspaces	subspace	NOUN
bracis-33552	128	26	\(d_o\	\(d_o\	VERB
bracis-33552	128	27	)	)	PUNCT
bracis-33552	128	28	and	and	CCONJ
bracis-33552	128	29	\(d_g\	\(d_g\	PROPN
bracis-33552	128	30	)	)	PUNCT
bracis-33552	128	31	.	.	PUNCT
bracis-33552	129	1	this	this	DET
bracis-33552	129	2	representation	representation	NOUN
bracis-33552	129	3	allows	allow	VERB
bracis-33552	129	4	the	the	DET
bracis-33552	129	5	ga	ga	PROPN
bracis-33552	129	6	to	to	PART
bracis-33552	129	7	effectively	effectively	ADV
bracis-33552	129	8	combine	combine	VERB
bracis-33552	129	9	and	and	CCONJ
bracis-33552	129	10	evolve	evolve	VERB
bracis-33552	129	11	them	they	PRON
bracis-33552	129	12	over	over	ADP
bracis-33552	129	13	iterations	iteration	NOUN
bracis-33552	129	14	.	.	PUNCT
bracis-33552	130	1	it	it	PRON
bracis-33552	130	2	can	can	AUX
bracis-33552	130	3	be	be	AUX
bracis-33552	130	4	thought	think	VERB
bracis-33552	130	5	of	of	ADP
bracis-33552	130	6	as	as	ADP
bracis-33552	130	7	a	a	DET
bracis-33552	130	8	concatenated	concatenate	VERB
bracis-33552	130	9	or	or	CCONJ
bracis-33552	130	10	structured	structured	ADJ
bracis-33552	130	11	representation	representation	NOUN
bracis-33552	130	12	of	of	ADP
bracis-33552	130	13	these	these	DET
bracis-33552	130	14	basis	basis	NOUN
bracis-33552	130	15	vectors	vector	NOUN
bracis-33552	130	16	,	,	PUNCT
bracis-33552	130	17	where	where	SCONJ
bracis-33552	130	18	each	each	DET
bracis-33552	130	19	vector	vector	NOUN
bracis-33552	130	20	undergoes	undergo	VERB
bracis-33552	130	21	optimization	optimization	NOUN
bracis-33552	130	22	through	through	ADP
bracis-33552	130	23	genetic	genetic	ADJ
bracis-33552	130	24	operations	operation	NOUN
bracis-33552	130	25	.	.	PUNCT
bracis-33552	131	1	this	this	DET
bracis-33552	131	2	approach	approach	NOUN
bracis-33552	131	3	ensures	ensure	VERB
bracis-33552	131	4	that	that	SCONJ
bracis-33552	131	5	the	the	DET
bracis-33552	131	6	evolutionary	evolutionary	ADJ
bracis-33552	131	7	process	process	NOUN
bracis-33552	131	8	refines	refine	VERB
bracis-33552	131	9	the	the	DET
bracis-33552	131	10	subspaces	subspace	NOUN
bracis-33552	131	11	for	for	ADP
bracis-33552	131	12	optimal	optimal	ADJ
bracis-33552	131	13	discriminative	discriminative	NOUN
bracis-33552	131	14	power	power	NOUN
bracis-33552	131	15	in	in	ADP
bracis-33552	131	16	classification	classification	NOUN
bracis-33552	131	17	tasks	task	NOUN
bracis-33552	131	18	.	.	PUNCT
bracis-33552	132	1	algorithm	algorithm	NOUN
bracis-33552	132	2	1	1	NUM
bracis-33552	132	3	.	.	PUNCT
bracis-33552	133	1	genetic	genetic	ADJ
bracis-33552	133	2	algorithm	algorithm	NOUN
bracis-33552	133	3	for	for	ADP
bracis-33552	133	4	the	the	DET
bracis-33552	133	5	subspace	subspace	NOUN
bracis-33552	133	6	optimization	optimization	NOUN
bracis-33552	133	7	problem	problem	NOUN
bracis-33552	133	8	full	full	ADJ
bracis-33552	133	9	size	size	NOUN
bracis-33552	133	10	image	image	NOUN
bracis-33552	133	11	in	in	ADP
bracis-33552	133	12	summary	summary	NOUN
bracis-33552	133	13	,	,	PUNCT
bracis-33552	133	14	our	our	PRON
bracis-33552	133	15	proposed	propose	VERB
bracis-33552	133	16	ga	ga	PROPN
bracis-33552	133	17	starts	start	VERB
bracis-33552	133	18	by	by	ADP
bracis-33552	133	19	initializing	initialize	VERB
bracis-33552	133	20	a	a	DET
bracis-33552	133	21	population	population	NOUN
bracis-33552	133	22	of	of	ADP
bracis-33552	133	23	solutions	solution	NOUN
bracis-33552	133	24	\(\boldsymbol{d}_0\	\(\boldsymbol{d}_0\	PROPN
bracis-33552	133	25	)	)	PUNCT
bracis-33552	133	26	of	of	ADP
bracis-33552	133	27	size	size	NOUN
bracis-33552	133	28	n.	n.	NOUN
bracis-33552	133	29	in	in	ADP
bracis-33552	133	30	each	each	DET
bracis-33552	133	31	iteration	iteration	NOUN
bracis-33552	134	1	,	,	PUNCT
bracis-33552	134	2	the	the	DET
bracis-33552	134	3	algorithm	algorithm	NOUN
bracis-33552	134	4	evaluates	evaluate	VERB
bracis-33552	134	5	the	the	DET
bracis-33552	134	6	fitness	fitness	NOUN
bracis-33552	134	7	of	of	ADP
bracis-33552	134	8	the	the	DET
bracis-33552	134	9	current	current	ADJ
bracis-33552	134	10	population	population	NOUN
bracis-33552	134	11	\(\boldsymbol{d}_i\	\(\boldsymbol{d}_i\	NOUN
bracis-33552	134	12	)	)	PUNCT
bracis-33552	134	13	using	use	VERB
bracis-33552	134	14	an	an	DET
bracis-33552	134	15	objective	objective	ADJ
bracis-33552	134	16	function	function	NOUN
bracis-33552	134	17	\(\boldsymbol{f}\	\(\boldsymbol{f}\	NOUN
bracis-33552	134	18	)	)	PUNCT
bracis-33552	134	19	based	base	VERB
bracis-33552	134	20	on	on	ADP
bracis-33552	134	21	the	the	DET
bracis-33552	134	22	fisher	fisher	PROPN
bracis-33552	134	23	score	score	NOUN
bracis-33552	134	24	.	.	PUNCT
bracis-33552	135	1	based	base	VERB
bracis-33552	135	2	on	on	ADP
bracis-33552	135	3	these	these	DET
bracis-33552	135	4	fitness	fitness	NOUN
bracis-33552	135	5	values	value	NOUN
bracis-33552	135	6	,	,	PUNCT
bracis-33552	135	7	a	a	DET
bracis-33552	135	8	selection	selection	NOUN
bracis-33552	135	9	process	process	NOUN
bracis-33552	135	10	\(\textsf	\(\textsf	NOUN
bracis-33552	135	11	{	{	PUNCT
bracis-33552	135	12	selection}\	selection}\	NOUN
bracis-33552	135	13	)	)	PUNCT
bracis-33552	135	14	is	be	AUX
bracis-33552	135	15	carried	carry	VERB
bracis-33552	135	16	out	out	ADP
bracis-33552	135	17	to	to	PART
bracis-33552	135	18	choose	choose	VERB
bracis-33552	135	19	a	a	DET
bracis-33552	135	20	subset	subset	NOUN
bracis-33552	135	21	of	of	ADP
bracis-33552	135	22	the	the	DET
bracis-33552	135	23	current	current	ADJ
bracis-33552	135	24	population	population	NOUN
bracis-33552	135	25	.	.	PUNCT
bracis-33552	136	1	this	this	DET
bracis-33552	136	2	subset	subset	VERB
bracis-33552	136	3	then	then	ADV
bracis-33552	136	4	undergoes	undergo	VERB
bracis-33552	136	5	a	a	DET
bracis-33552	136	6	crossover	crossover	NOUN
bracis-33552	136	7	operation	operation	NOUN
bracis-33552	136	8	\(\textsf	\(\textsf	NOUN
bracis-33552	136	9	{	{	PUNCT
bracis-33552	136	10	crossover}\	crossover}\	NOUN
bracis-33552	136	11	)	)	PUNCT
bracis-33552	136	12	,	,	PUNCT
bracis-33552	136	13	producing	produce	VERB
bracis-33552	136	14	a	a	DET
bracis-33552	136	15	new	new	ADJ
bracis-33552	136	16	set	set	NOUN
bracis-33552	136	17	of	of	ADP
bracis-33552	136	18	solutions	solution	NOUN
bracis-33552	136	19	\(\bar{\boldsymbol{d}}_i\	\(\bar{\boldsymbol{d}}_i\	NOUN
bracis-33552	136	20	)	)	PUNCT
bracis-33552	136	21	.	.	PUNCT
bracis-33552	137	1	the	the	DET
bracis-33552	137	2	new	new	ADJ
bracis-33552	137	3	generation	generation	NOUN
bracis-33552	137	4	for	for	ADP
bracis-33552	137	5	the	the	DET
bracis-33552	137	6	next	next	ADJ
bracis-33552	137	7	iteration	iteration	NOUN
bracis-33552	137	8	\(\boldsymbol{d}_{i+1}\	\(\boldsymbol{d}_{i+1}\	PROPN
bracis-33552	137	9	)	)	PUNCT
bracis-33552	137	10	is	be	AUX
bracis-33552	137	11	formed	form	VERB
bracis-33552	137	12	by	by	ADP
bracis-33552	137	13	combining	combine	VERB
bracis-33552	137	14	the	the	DET
bracis-33552	137	15	selected	select	VERB
bracis-33552	137	16	solutions	solution	NOUN
bracis-33552	137	17	and	and	CCONJ
bracis-33552	137	18	the	the	DET
bracis-33552	137	19	offspring	offspring	NOUN
bracis-33552	137	20	from	from	ADP
bracis-33552	137	21	the	the	DET
bracis-33552	137	22	crossover	crossover	NOUN
bracis-33552	137	23	.	.	PUNCT
bracis-33552	138	1	the	the	DET
bracis-33552	138	2	process	process	NOUN
bracis-33552	138	3	repeats	repeat	VERB
bracis-33552	138	4	until	until	SCONJ
bracis-33552	138	5	the	the	DET
bracis-33552	138	6	maximum	maximum	ADJ
bracis-33552	138	7	number	number	NOUN
bracis-33552	138	8	of	of	ADP
bracis-33552	138	9	iterations	iteration	NOUN
bracis-33552	138	10	max	max	PROPN
bracis-33552	138	11	is	be	AUX
bracis-33552	138	12	reached	reach	VERB
bracis-33552	138	13	.	.	PUNCT
bracis-33552	139	1	finally	finally	ADV
bracis-33552	139	2	,	,	PUNCT
bracis-33552	139	3	the	the	DET
bracis-33552	139	4	algorithm	algorithm	NOUN
bracis-33552	139	5	returns	return	VERB
bracis-33552	139	6	the	the	DET
bracis-33552	139	7	best	good	ADJ
bracis-33552	139	8	solution	solution	NOUN
bracis-33552	139	9	from	from	ADP
bracis-33552	139	10	the	the	DET
bracis-33552	139	11	final	final	ADJ
bracis-33552	139	12	population	population	NOUN
bracis-33552	139	13	as	as	SCONJ
bracis-33552	139	14	determined	determine	VERB
bracis-33552	139	15	by	by	ADP
bracis-33552	139	16	the	the	DET
bracis-33552	139	17	objective	objective	ADJ
bracis-33552	139	18	function	function	NOUN
bracis-33552	139	19	\(\boldsymbol{f}\	\(\boldsymbol{f}\	NOUN
bracis-33552	139	20	)	)	PUNCT
bracis-33552	139	21	.	.	PUNCT
bracis-33552	140	1	part	part	NOUN
bracis-33552	140	2	of	of	ADP
bracis-33552	140	3	omsm	omsm	NOUN
bracis-33552	140	4	’s	’s	PART
bracis-33552	140	5	traditional	traditional	ADJ
bracis-33552	140	6	optimization	optimization	NOUN
bracis-33552	140	7	approach	approach	NOUN
bracis-33552	140	8	performs	perform	VERB
bracis-33552	140	9	the	the	DET
bracis-33552	140	10	weighting	weighting	NOUN
bracis-33552	140	11	of	of	ADP
bracis-33552	140	12	eigenvectors	eigenvector	NOUN
bracis-33552	140	13	associated	associate	VERB
bracis-33552	140	14	with	with	ADP
bracis-33552	140	15	the	the	DET
bracis-33552	140	16	lowest	low	ADJ
bracis-33552	140	17	eigenvalues	eigenvalue	NOUN
bracis-33552	140	18	.	.	PUNCT
bracis-33552	141	1	intriguingly	intriguingly	ADV
bracis-33552	141	2	,	,	PUNCT
bracis-33552	141	3	the	the	DET
bracis-33552	141	4	optimization	optimization	NOUN
bracis-33552	141	5	process	process	NOUN
bracis-33552	141	6	of	of	ADP
bracis-33552	141	7	gds	gds	PROPN
bracis-33552	141	8	is	be	AUX
bracis-33552	141	9	performed	perform	VERB
bracis-33552	141	10	by	by	ADP
bracis-33552	141	11	eliminating	eliminate	VERB
bracis-33552	141	12	eigenvectors	eigenvector	NOUN
bracis-33552	141	13	associated	associate	VERB
bracis-33552	141	14	with	with	ADP
bracis-33552	141	15	the	the	DET
bracis-33552	141	16	highest	high	ADJ
bracis-33552	141	17	eigenvalues	eigenvalue	NOUN
bracis-33552	141	18	,	,	PUNCT
bracis-33552	141	19	suggesting	suggest	VERB
bracis-33552	141	20	a	a	DET
bracis-33552	141	21	complementary	complementary	ADJ
bracis-33552	141	22	relationship	relationship	NOUN
bracis-33552	141	23	exists	exist	VERB
bracis-33552	141	24	between	between	ADP
bracis-33552	141	25	both	both	DET
bracis-33552	141	26	optimization	optimization	NOUN
bracis-33552	141	27	strategies	strategy	NOUN
bracis-33552	141	28	.	.	PUNCT
bracis-33552	142	1	this	this	DET
bracis-33552	142	2	greedy	greedy	ADJ
bracis-33552	142	3	strategy	strategy	NOUN
bracis-33552	142	4	produces	produce	VERB
bracis-33552	142	5	good	good	ADJ
bracis-33552	142	6	results	result	NOUN
bracis-33552	142	7	;	;	PUNCT
bracis-33552	142	8	however	however	ADV
bracis-33552	142	9	,	,	PUNCT
bracis-33552	142	10	it	it	PRON
bracis-33552	142	11	does	do	AUX
bracis-33552	142	12	not	not	PART
bracis-33552	142	13	ensure	ensure	VERB
bracis-33552	142	14	that	that	SCONJ
bracis-33552	142	15	the	the	DET
bracis-33552	142	16	optimal	optimal	ADJ
bracis-33552	142	17	discriminative	discriminative	NOUN
bracis-33552	142	18	space	space	NOUN
bracis-33552	142	19	is	be	AUX
bracis-33552	142	20	the	the	DET
bracis-33552	142	21	one	one	NOUN
bracis-33552	142	22	obtained	obtain	VERB
bracis-33552	142	23	by	by	ADP
bracis-33552	142	24	the	the	DET
bracis-33552	142	25	method	method	NOUN
bracis-33552	142	26	.	.	PUNCT
bracis-33552	143	1	besides	besides	SCONJ
bracis-33552	143	2	,	,	PUNCT
bracis-33552	143	3	some	some	DET
bracis-33552	143	4	eigenvectors	eigenvector	NOUN
bracis-33552	143	5	associated	associate	VERB
bracis-33552	143	6	with	with	ADP
bracis-33552	143	7	the	the	DET
bracis-33552	143	8	middle	middle	ADJ
bracis-33552	143	9	eigenvalues	eigenvalue	NOUN
bracis-33552	143	10	are	be	AUX
bracis-33552	143	11	never	never	ADV
bracis-33552	143	12	removed	remove	VERB
bracis-33552	143	13	or	or	CCONJ
bracis-33552	143	14	evaluated	evaluate	VERB
bracis-33552	143	15	,	,	PUNCT
bracis-33552	143	16	and	and	CCONJ
bracis-33552	143	17	thus	thus	ADV
bracis-33552	143	18	,	,	PUNCT
bracis-33552	143	19	this	this	DET
bracis-33552	143	20	greedy	greedy	ADJ
bracis-33552	143	21	strategy	strategy	NOUN
bracis-33552	143	22	may	may	AUX
bracis-33552	143	23	lead	lead	VERB
bracis-33552	143	24	to	to	ADP
bracis-33552	143	25	weak	weak	ADJ
bracis-33552	143	26	discriminative	discriminative	NOUN
bracis-33552	143	27	spaces	space	NOUN
bracis-33552	143	28	.	.	PUNCT
bracis-33552	144	1	it	it	PRON
bracis-33552	144	2	is	be	AUX
bracis-33552	144	3	worth	worth	ADJ
bracis-33552	144	4	mentioning	mention	VERB
bracis-33552	144	5	that	that	SCONJ
bracis-33552	144	6	the	the	DET
bracis-33552	144	7	removal	removal	NOUN
bracis-33552	144	8	and	and	CCONJ
bracis-33552	144	9	concatenation	concatenation	NOUN
bracis-33552	144	10	strategy	strategy	NOUN
bracis-33552	144	11	employed	employ	VERB
bracis-33552	144	12	in	in	ADP
bracis-33552	144	13	this	this	DET
bracis-33552	144	14	work	work	NOUN
bracis-33552	144	15	may	may	AUX
bracis-33552	144	16	produce	produce	VERB
bracis-33552	144	17	discriminative	discriminative	NOUN
bracis-33552	144	18	spaces	space	NOUN
bracis-33552	144	19	of	of	ADP
bracis-33552	144	20	different	different	ADJ
bracis-33552	144	21	dimensions	dimension	NOUN
bracis-33552	144	22	(	(	PUNCT
bracis-33552	144	23	i.e.	i.e.	X
bracis-33552	144	24	,	,	PUNCT
bracis-33552	144	25	different	different	ADJ
bracis-33552	144	26	subspace	subspace	NOUN
bracis-33552	144	27	dimensions	dimension	NOUN
bracis-33552	144	28	)	)	PUNCT
bracis-33552	144	29	,	,	PUNCT
bracis-33552	144	30	which	which	PRON
bracis-33552	144	31	is	be	AUX
bracis-33552	144	32	not	not	PART
bracis-33552	144	33	exactly	exactly	ADV
bracis-33552	144	34	a	a	DET
bracis-33552	144	35	problem	problem	NOUN
bracis-33552	144	36	in	in	ADP
bracis-33552	144	37	subspace	subspace	NOUN
bracis-33552	144	38	analysis	analysis	NOUN
bracis-33552	144	39	.	.	PUNCT
bracis-33552	145	1	the	the	DET
bracis-33552	145	2	number	number	NOUN
bracis-33552	145	3	of	of	ADP
bracis-33552	145	4	basis	basis	NOUN
bracis-33552	145	5	vectors	vector	NOUN
bracis-33552	145	6	exhibited	exhibit	VERB
bracis-33552	145	7	by	by	ADP
bracis-33552	145	8	each	each	DET
bracis-33552	145	9	element	element	NOUN
bracis-33552	145	10	is	be	AUX
bracis-33552	145	11	expected	expect	VERB
bracis-33552	145	12	to	to	PART
bracis-33552	145	13	be	be	AUX
bracis-33552	145	14	modified	modify	VERB
bracis-33552	145	15	according	accord	VERB
bracis-33552	145	16	to	to	ADP
bracis-33552	145	17	the	the	DET
bracis-33552	145	18	dataset	dataset	NOUN
bracis-33552	145	19	complexity	complexity	NOUN
bracis-33552	145	20	.	.	PUNCT
bracis-33552	146	1	we	we	PRON
bracis-33552	146	2	now	now	ADV
bracis-33552	146	3	detail	detail	VERB
bracis-33552	146	4	each	each	DET
bracis-33552	146	5	step	step	NOUN
bracis-33552	146	6	as	as	SCONJ
bracis-33552	146	7	follows	follow	VERB
bracis-33552	146	8	.	.	PUNCT
bracis-33552	147	1	initializepopulation	initializepopulation	NOUN
bracis-33552	147	2	:	:	PUNCT
bracis-33552	147	3	the	the	DET
bracis-33552	147	4	initialization	initialization	NOUN
bracis-33552	147	5	step	step	NOUN
bracis-33552	147	6	ensures	ensure	VERB
bracis-33552	147	7	that	that	SCONJ
bracis-33552	147	8	the	the	DET
bracis-33552	147	9	initial	initial	ADJ
bracis-33552	147	10	population	population	NOUN
bracis-33552	147	11	\(\boldsymbol{d}_0\	\(\boldsymbol{d}_0\	NOUN
bracis-33552	147	12	)	)	PUNCT
bracis-33552	147	13	contains	contain	VERB
bracis-33552	147	14	\(d_o\	\(d_o\	NOUN
bracis-33552	147	15	)	)	PUNCT
bracis-33552	147	16	and	and	CCONJ
bracis-33552	147	17	\(d_g\	\(d_g\	NOUN
bracis-33552	147	18	)	)	PUNCT
bracis-33552	147	19	discriminative	discriminative	NOUN
bracis-33552	147	20	spaces	space	NOUN
bracis-33552	147	21	,	,	PUNCT
bracis-33552	147	22	their	their	PRON
bracis-33552	147	23	concatenations	concatenation	NOUN
bracis-33552	147	24	,	,	PUNCT
bracis-33552	147	25	and	and	CCONJ
bracis-33552	147	26	random	random	ADJ
bracis-33552	147	27	variants	variant	NOUN
bracis-33552	147	28	with	with	ADP
bracis-33552	147	29	randomly	randomly	ADV
bracis-33552	147	30	selected	select	VERB
bracis-33552	147	31	dimensions	dimension	NOUN
bracis-33552	147	32	and	and	CCONJ
bracis-33552	147	33	their	their	PRON
bracis-33552	147	34	respective	respective	ADJ
bracis-33552	147	35	concatenations	concatenation	NOUN
bracis-33552	147	36	.	.	PUNCT
bracis-33552	148	1	more	more	ADV
bracis-33552	148	2	precisely	precisely	ADV
bracis-33552	148	3	,	,	PUNCT
bracis-33552	148	4	the	the	DET
bracis-33552	148	5	basis	basis	NOUN
bracis-33552	148	6	vectors	vector	NOUN
bracis-33552	148	7	of	of	ADP
bracis-33552	148	8	\(d_o\	\(d_o\	NOUN
bracis-33552	148	9	)	)	PUNCT
bracis-33552	148	10	and	and	CCONJ
bracis-33552	148	11	\(d_g\	\(d_g\	NOUN
bracis-33552	148	12	)	)	PUNCT
bracis-33552	148	13	can	can	AUX
bracis-33552	148	14	be	be	AUX
bracis-33552	148	15	concatenated	concatenate	VERB
bracis-33552	148	16	to	to	ADP
bracis-33552	148	17	,	,	PUNCT
bracis-33552	148	18	after	after	ADP
bracis-33552	148	19	an	an	DET
bracis-33552	148	20	orthogonalization	orthogonalization	NOUN
bracis-33552	148	21	process	process	NOUN
bracis-33552	148	22	,	,	PUNCT
bracis-33552	148	23	produce	produce	VERB
bracis-33552	148	24	a	a	DET
bracis-33552	148	25	novel	novel	ADJ
bracis-33552	148	26	discriminative	discriminative	NOUN
bracis-33552	148	27	space	space	NOUN
bracis-33552	148	28	,	,	PUNCT
bracis-33552	148	29	preserving	preserve	VERB
bracis-33552	148	30	the	the	DET
bracis-33552	148	31	capabilities	capability	NOUN
bracis-33552	148	32	of	of	ADP
bracis-33552	148	33	omsm	omsm	NOUN
bracis-33552	148	34	and	and	CCONJ
bracis-33552	148	35	gds	gds	PROPN
bracis-33552	148	36	.	.	PUNCT
bracis-33552	149	1	we	we	PRON
bracis-33552	149	2	create	create	VERB
bracis-33552	149	3	a	a	DET
bracis-33552	149	4	completely	completely	ADV
bracis-33552	149	5	unexplored	unexplored	ADJ
bracis-33552	149	6	population	population	NOUN
bracis-33552	149	7	by	by	ADP
bracis-33552	149	8	randomly	randomly	ADV
bracis-33552	149	9	truncating	truncate	VERB
bracis-33552	149	10	and	and	CCONJ
bracis-33552	149	11	concatenating	concatenating	NOUN
bracis-33552	149	12	\(d_o\	\(d_o\	NOUN
bracis-33552	149	13	)	)	PUNCT
bracis-33552	149	14	and	and	CCONJ
bracis-33552	149	15	\(d_g\	\(d_g\	PROPN
bracis-33552	149	16	)	)	PUNCT
bracis-33552	149	17	.	.	PUNCT
bracis-33552	150	1	this	this	DET
bracis-33552	150	2	initialization	initialization	NOUN
bracis-33552	150	3	strategy	strategy	NOUN
bracis-33552	150	4	has	have	VERB
bracis-33552	150	5	two	two	NUM
bracis-33552	150	6	immediate	immediate	ADJ
bracis-33552	150	7	advantages	advantage	NOUN
bracis-33552	150	8	:	:	PUNCT
bracis-33552	150	9	1	1	X
bracis-33552	150	10	)	)	PUNCT
bracis-33552	150	11	we	we	PRON
bracis-33552	150	12	ensure	ensure	VERB
bracis-33552	150	13	that	that	SCONJ
bracis-33552	150	14	the	the	DET
bracis-33552	150	15	produced	produce	VERB
bracis-33552	150	16	solutions	solution	NOUN
bracis-33552	150	17	will	will	AUX
bracis-33552	150	18	not	not	PART
bracis-33552	150	19	be	be	AUX
bracis-33552	150	20	worse	bad	ADJ
bracis-33552	150	21	than	than	ADP
bracis-33552	150	22	the	the	DET
bracis-33552	150	23	ones	one	NOUN
bracis-33552	150	24	provided	provide	VERB
bracis-33552	150	25	by	by	ADP
bracis-33552	150	26	\(d_o\	\(d_o\	NOUN
bracis-33552	150	27	)	)	PUNCT
bracis-33552	150	28	and	and	CCONJ
bracis-33552	150	29	\(d_g\	\(d_g\	NOUN
bracis-33552	150	30	)	)	PUNCT
bracis-33552	150	31	discriminative	discriminative	NOUN
bracis-33552	150	32	spaces	space	NOUN
bracis-33552	150	33	and	and	CCONJ
bracis-33552	150	34	,	,	PUNCT
bracis-33552	150	35	2	2	X
bracis-33552	150	36	)	)	PUNCT
bracis-33552	150	37	we	we	PRON
bracis-33552	150	38	start	start	VERB
bracis-33552	150	39	from	from	ADP
bracis-33552	150	40	a	a	DET
bracis-33552	150	41	good	good	ADJ
bracis-33552	150	42	enough	enough	ADJ
bracis-33552	150	43	population	population	NOUN
bracis-33552	150	44	,	,	PUNCT
bracis-33552	150	45	which	which	PRON
bracis-33552	150	46	may	may	AUX
bracis-33552	150	47	guide	guide	VERB
bracis-33552	150	48	solutions	solution	NOUN
bracis-33552	150	49	to	to	PART
bracis-33552	150	50	converge	converge	VERB
bracis-33552	150	51	to	to	ADP
bracis-33552	150	52	a	a	DET
bracis-33552	150	53	local	local	ADJ
bracis-33552	150	54	optimum	optimum	NOUN
bracis-33552	150	55	faster	fast	ADV
bracis-33552	150	56	than	than	ADP
bracis-33552	150	57	purely	purely	ADV
bracis-33552	150	58	random	random	ADJ
bracis-33552	150	59	initialization	initialization	NOUN
bracis-33552	150	60	.	.	PUNCT
bracis-33552	151	1	our	our	PRON
bracis-33552	151	2	motivation	motivation	NOUN
bracis-33552	151	3	assumes	assume	VERB
bracis-33552	151	4	that	that	SCONJ
bracis-33552	151	5	a	a	DET
bracis-33552	151	6	random	random	ADJ
bracis-33552	151	7	initialization	initialization	NOUN
bracis-33552	151	8	would	would	AUX
bracis-33552	151	9	be	be	AUX
bracis-33552	151	10	challenging	challenge	VERB
bracis-33552	151	11	to	to	PART
bracis-33552	151	12	achieve	achieve	VERB
bracis-33552	151	13	the	the	DET
bracis-33552	151	14	same	same	ADJ
bracis-33552	151	15	performance	performance	NOUN
bracis-33552	151	16	as	as	ADP
bracis-33552	151	17	the	the	DET
bracis-33552	151	18	warm	warm	ADJ
bracis-33552	151	19	start	start	NOUN
bracis-33552	151	20	provided	provide	VERB
bracis-33552	151	21	by	by	ADP
bracis-33552	151	22	omsm	omsm	NOUN
bracis-33552	151	23	and	and	CCONJ
bracis-33552	151	24	gds	gds	PROPN
bracis-33552	151	25	.	.	PUNCT
bracis-33552	152	1	besides	besides	SCONJ
bracis-33552	152	2	,	,	PUNCT
bracis-33552	152	3	the	the	DET
bracis-33552	152	4	probability	probability	NOUN
bracis-33552	152	5	of	of	ADP
bracis-33552	152	6	discovering	discover	VERB
bracis-33552	152	7	better	well	ADJ
bracis-33552	152	8	discriminative	discriminative	NOUN
bracis-33552	152	9	spaces	space	NOUN
bracis-33552	152	10	in	in	ADP
bracis-33552	152	11	the	the	DET
bracis-33552	152	12	neighborhood	neighborhood	NOUN
bracis-33552	152	13	space	space	NOUN
bracis-33552	152	14	is	be	AUX
bracis-33552	152	15	higher	high	ADJ
bracis-33552	152	16	once	once	SCONJ
bracis-33552	152	17	we	we	PRON
bracis-33552	152	18	start	start	VERB
bracis-33552	152	19	from	from	ADP
bracis-33552	152	20	promising	promising	ADJ
bracis-33552	152	21	ones	one	NOUN
bracis-33552	152	22	.	.	PUNCT
bracis-33552	153	1	evaluate	evaluate	VERB
bracis-33552	153	2	:	:	PUNCT
bracis-33552	153	3	as	as	ADP
bracis-33552	153	4	the	the	DET
bracis-33552	153	5	objective	objective	ADJ
bracis-33552	153	6	function	function	NOUN
bracis-33552	153	7	\(\boldsymbol{f}\	\(\boldsymbol{f}\	NOUN
bracis-33552	153	8	)	)	PUNCT
bracis-33552	153	9	of	of	ADP
bracis-33552	153	10	the	the	DET
bracis-33552	153	11	ga	ga	PROPN
bracis-33552	153	12	,	,	PUNCT
bracis-33552	153	13	we	we	PRON
bracis-33552	153	14	selected	select	VERB
bracis-33552	153	15	a	a	DET
bracis-33552	153	16	score	score	NOUN
bracis-33552	153	17	reflective	reflective	NOUN
bracis-33552	153	18	of	of	ADP
bracis-33552	153	19	each	each	DET
bracis-33552	153	20	discriminative	discriminative	NOUN
bracis-33552	153	21	subspace	subspace	NOUN
bracis-33552	153	22	’s	’s	PART
bracis-33552	153	23	efficacy	efficacy	NOUN
bracis-33552	153	24	in	in	ADP
bracis-33552	153	25	classification	classification	NOUN
bracis-33552	153	26	metrics	metric	NOUN
bracis-33552	153	27	.	.	PUNCT
bracis-33552	154	1	these	these	DET
bracis-33552	154	2	metrics	metric	NOUN
bracis-33552	154	3	can	can	AUX
bracis-33552	154	4	encompass	encompass	VERB
bracis-33552	154	5	accuracy	accuracy	NOUN
bracis-33552	154	6	,	,	PUNCT
bracis-33552	154	7	f1	f1	NOUN
bracis-33552	154	8	score	score	NOUN
bracis-33552	154	9	,	,	PUNCT
bracis-33552	154	10	and	and	CCONJ
bracis-33552	154	11	mean	mean	VERB
bracis-33552	154	12	squared	square	VERB
bracis-33552	154	13	error	error	NOUN
bracis-33552	154	14	.	.	PUNCT
bracis-33552	155	1	for	for	ADP
bracis-33552	155	2	our	our	PRON
bracis-33552	155	3	implementation	implementation	NOUN
bracis-33552	155	4	,	,	PUNCT
bracis-33552	155	5	the	the	DET
bracis-33552	155	6	fisher	fisher	PROPN
bracis-33552	155	7	score	score	NOUN
bracis-33552	155	8	was	be	AUX
bracis-33552	155	9	chosen	choose	VERB
bracis-33552	155	10	due	due	ADP
bracis-33552	155	11	to	to	ADP
bracis-33552	155	12	its	its	PRON
bracis-33552	155	13	straightforward	straightforward	ADJ
bracis-33552	155	14	interpretability	interpretability	NOUN
bracis-33552	155	15	and	and	CCONJ
bracis-33552	155	16	effectiveness	effectiveness	NOUN
bracis-33552	155	17	in	in	ADP
bracis-33552	155	18	quantifying	quantify	VERB
bracis-33552	155	19	the	the	DET
bracis-33552	155	20	discriminative	discriminative	NOUN
bracis-33552	155	21	power	power	NOUN
bracis-33552	155	22	of	of	ADP
bracis-33552	155	23	subspaces	subspace	NOUN
bracis-33552	155	24	.	.	PUNCT
bracis-33552	156	1	the	the	DET
bracis-33552	156	2	fisher	fisher	PROPN
bracis-33552	156	3	score	score	NOUN
bracis-33552	156	4	measures	measure	NOUN
bracis-33552	156	5	the	the	DET
bracis-33552	156	6	separation	separation	NOUN
bracis-33552	156	7	between	between	ADP
bracis-33552	156	8	different	different	ADJ
bracis-33552	156	9	classes	class	NOUN
bracis-33552	156	10	in	in	ADP
bracis-33552	156	11	the	the	DET
bracis-33552	156	12	feature	feature	NOUN
bracis-33552	156	13	space	space	NOUN
bracis-33552	156	14	,	,	PUNCT
bracis-33552	156	15	making	make	VERB
bracis-33552	156	16	it	it	PRON
bracis-33552	156	17	a	a	DET
bracis-33552	156	18	suitable	suitable	ADJ
bracis-33552	156	19	metric	metric	NOUN
bracis-33552	156	20	for	for	ADP
bracis-33552	156	21	optimizing	optimize	VERB
bracis-33552	156	22	subspaces	subspace	NOUN
bracis-33552	156	23	in	in	ADP
bracis-33552	156	24	classification	classification	NOUN
bracis-33552	156	25	tasks	task	NOUN
bracis-33552	156	26	 	 	SPACE
bracis-33552	157	1	[	[	X
bracis-33552	157	2	11	11	NUM
bracis-33552	157	3	]	]	SYM
bracis-33552	157	4	:	:	PUNCT
bracis-33552	157	5	$	$	SYM
bracis-33552	157	6	$	$	SYM
bracis-33552	157	7	\begin{aligned	\begin{aligne	VERB
bracis-33552	157	8	}	}	PUNCT
bracis-33552	157	9	\boldsymbol{f	\boldsymbol{f	ADJ
bracis-33552	157	10	}	}	PUNCT
bracis-33552	157	11	=	=	SYM
bracis-33552	157	12	\text	\text	NOUN
bracis-33552	157	13	{	{	PUNCT
bracis-33552	157	14	trace}\left	trace}\left	NUM
bracis-33552	157	15	(	(	PUNCT
bracis-33552	157	16	(	(	PUNCT
bracis-33552	157	17	s_b)(s_w	s_b)(s_w	X
bracis-33552	157	18	+	+	ADP
bracis-33552	157	19	\epsilon	\epsilon	NOUN
bracis-33552	157	20	i)^{-1}\right	i)^{-1}\right	ADV
bracis-33552	157	21	)	)	PUNCT
bracis-33552	157	22	,	,	PUNCT
bracis-33552	157	23	\end{aligned}$$	\end{aligned}$$	X
bracis-33552	157	24	(	(	PUNCT
bracis-33552	157	25	6	6	NUM
bracis-33552	157	26	)	)	PUNCT
bracis-33552	157	27	where	where	SCONJ
bracis-33552	157	28	\(s_b\	\(s_b\	NOUN
bracis-33552	157	29	)	)	PUNCT
bracis-33552	157	30	and	and	CCONJ
bracis-33552	157	31	\(s_w\	\(s_w\	NOUN
bracis-33552	157	32	)	)	PUNCT
bracis-33552	157	33	are	be	AUX
bracis-33552	157	34	the	the	DET
bracis-33552	157	35	between	between	NOUN
bracis-33552	157	36	-	-	PUNCT
bracis-33552	157	37	class	class	NOUN
bracis-33552	157	38	scatter	scatter	NOUN
bracis-33552	157	39	matrix	matrix	NOUN
bracis-33552	157	40	and	and	CCONJ
bracis-33552	157	41	within	within	ADP
bracis-33552	157	42	-	-	PUNCT
bracis-33552	157	43	class	class	NOUN
bracis-33552	157	44	scatter	scatter	NOUN
bracis-33552	157	45	matrix	matrix	NOUN
bracis-33552	157	46	,	,	PUNCT
bracis-33552	157	47	respectively	respectively	ADV
bracis-33552	157	48	,	,	PUNCT
bracis-33552	157	49	measuring	measure	VERB
bracis-33552	157	50	the	the	DET
bracis-33552	157	51	dispersion	dispersion	NOUN
bracis-33552	157	52	of	of	ADP
bracis-33552	157	53	the	the	DET
bracis-33552	157	54	subspaces	subspace	NOUN
bracis-33552	157	55	.	.	PUNCT
bracis-33552	158	1	here	here	ADV
bracis-33552	158	2	,	,	PUNCT
bracis-33552	158	3	\(\epsilon	\(\epsilon	NOUN
bracis-33552	158	4	\	\	NOUN
bracis-33552	158	5	)	)	PUNCT
bracis-33552	158	6	is	be	AUX
bracis-33552	158	7	a	a	DET
bracis-33552	158	8	positive	positive	ADJ
bracis-33552	158	9	regularization	regularization	NOUN
bracis-33552	158	10	parameter	parameter	NOUN
bracis-33552	158	11	,	,	PUNCT
bracis-33552	158	12	and	and	CCONJ
bracis-33552	158	13	i	i	PRON
bracis-33552	158	14	is	be	AUX
bracis-33552	158	15	the	the	DET
bracis-33552	158	16	identity	identity	NOUN
bracis-33552	158	17	matrix	matrix	NOUN
bracis-33552	158	18	.	.	PUNCT
bracis-33552	159	1	the	the	DET
bracis-33552	159	2	fisher	fisher	PROPN
bracis-33552	159	3	score	score	NOUN
bracis-33552	159	4	aims	aim	VERB
bracis-33552	159	5	to	to	PART
bracis-33552	159	6	maximize	maximize	VERB
bracis-33552	159	7	the	the	DET
bracis-33552	159	8	between	between	NOUN
bracis-33552	159	9	-	-	PUNCT
bracis-33552	159	10	class	class	NOUN
bracis-33552	159	11	and	and	CCONJ
bracis-33552	159	12	within	within	ADP
bracis-33552	159	13	-	-	PUNCT
bracis-33552	159	14	class	class	NOUN
bracis-33552	159	15	variance	variance	NOUN
bracis-33552	159	16	ratio	ratio	NOUN
bracis-33552	159	17	,	,	PUNCT
bracis-33552	159	18	ensuring	ensure	VERB
bracis-33552	159	19	that	that	SCONJ
bracis-33552	159	20	the	the	DET
bracis-33552	159	21	evaluated	evaluated	ADJ
bracis-33552	159	22	subspace	subspace	NOUN
bracis-33552	159	23	is	be	AUX
bracis-33552	159	24	a	a	DET
bracis-33552	159	25	robust	robust	ADJ
bracis-33552	159	26	discriminative	discriminative	NOUN
bracis-33552	159	27	model	model	NOUN
bracis-33552	159	28	.	.	PUNCT
bracis-33552	160	1	selection	selection	NOUN
bracis-33552	160	2	:	:	PUNCT
bracis-33552	160	3	the	the	DET
bracis-33552	160	4	selection	selection	NOUN
bracis-33552	160	5	process	process	NOUN
bracis-33552	160	6	employs	employ	VERB
bracis-33552	160	7	a	a	DET
bracis-33552	160	8	rank	rank	NOUN
bracis-33552	160	9	-	-	PUNCT
bracis-33552	160	10	based	base	VERB
bracis-33552	160	11	approach	approach	NOUN
bracis-33552	160	12	.	.	PUNCT
bracis-33552	161	1	specifically	specifically	ADV
bracis-33552	161	2	,	,	PUNCT
bracis-33552	161	3	it	it	PRON
bracis-33552	161	4	involves	involve	VERB
bracis-33552	161	5	arranging	arrange	VERB
bracis-33552	161	6	the	the	DET
bracis-33552	161	7	discriminative	discriminative	NOUN
bracis-33552	161	8	spaces	space	NOUN
bracis-33552	161	9	according	accord	VERB
bracis-33552	161	10	to	to	ADP
bracis-33552	161	11	their	their	PRON
bracis-33552	161	12	fisher	fisher	NOUN
bracis-33552	161	13	scores	score	NOUN
bracis-33552	161	14	in	in	ADP
bracis-33552	161	15	decreasing	decrease	VERB
bracis-33552	161	16	order	order	NOUN
bracis-33552	161	17	.	.	PUNCT
bracis-33552	162	1	from	from	ADP
bracis-33552	162	2	this	this	DET
bracis-33552	162	3	ranked	rank	VERB
bracis-33552	162	4	list	list	NOUN
bracis-33552	162	5	,	,	PUNCT
bracis-33552	162	6	the	the	DET
bracis-33552	162	7	top	top	ADJ
bracis-33552	162	8	\(p\%\	\(p\%\	NUM
bracis-33552	162	9	)	)	PUNCT
bracis-33552	162	10	of	of	ADP
bracis-33552	162	11	spaces	space	NOUN
bracis-33552	162	12	,	,	PUNCT
bracis-33552	162	13	those	those	PRON
bracis-33552	162	14	with	with	ADP
bracis-33552	162	15	the	the	DET
bracis-33552	162	16	highest	high	ADJ
bracis-33552	162	17	scores	score	NOUN
bracis-33552	162	18	,	,	PUNCT
bracis-33552	162	19	are	be	AUX
bracis-33552	162	20	selected	select	VERB
bracis-33552	162	21	for	for	ADP
bracis-33552	162	22	inclusion	inclusion	NOUN
bracis-33552	162	23	in	in	ADP
bracis-33552	162	24	the	the	DET
bracis-33552	162	25	crossover	crossover	NOUN
bracis-33552	162	26	pool	pool	NOUN
bracis-33552	162	27	.	.	PUNCT
bracis-33552	163	1	this	this	DET
bracis-33552	163	2	method	method	NOUN
bracis-33552	163	3	ensures	ensure	VERB
bracis-33552	163	4	that	that	SCONJ
bracis-33552	163	5	the	the	DET
bracis-33552	163	6	most	most	ADV
bracis-33552	163	7	promising	promising	ADJ
bracis-33552	163	8	solutions	solution	NOUN
bracis-33552	163	9	are	be	AUX
bracis-33552	163	10	carried	carry	VERB
bracis-33552	163	11	forward	forward	ADV
bracis-33552	163	12	,	,	PUNCT
bracis-33552	163	13	encouraging	encourage	VERB
bracis-33552	163	14	the	the	DET
bracis-33552	163	15	generation	generation	NOUN
bracis-33552	163	16	of	of	ADP
bracis-33552	163	17	increasingly	increasingly	ADV
bracis-33552	163	18	effective	effective	ADJ
bracis-33552	163	19	discriminative	discriminative	NOUN
bracis-33552	163	20	spaces	space	NOUN
bracis-33552	163	21	in	in	ADP
bracis-33552	163	22	subsequent	subsequent	ADJ
bracis-33552	163	23	iterations	iteration	NOUN
bracis-33552	163	24	.	.	PUNCT
bracis-33552	164	1	crossover	crossover	NOUN
bracis-33552	164	2	:	:	PUNCT
bracis-33552	164	3	in	in	ADP
bracis-33552	164	4	the	the	DET
bracis-33552	164	5	crossover	crossover	NOUN
bracis-33552	164	6	phase	phase	NOUN
bracis-33552	164	7	,	,	PUNCT
bracis-33552	164	8	two	two	NUM
bracis-33552	164	9	elements	element	NOUN
bracis-33552	164	10	(	(	PUNCT
bracis-33552	164	11	discriminative	discriminative	NOUN
bracis-33552	164	12	spaces	space	NOUN
bracis-33552	164	13	)	)	PUNCT
bracis-33552	164	14	are	be	AUX
bracis-33552	164	15	randomly	randomly	ADV
bracis-33552	164	16	selected	select	VERB
bracis-33552	164	17	from	from	ADP
bracis-33552	164	18	the	the	DET
bracis-33552	164	19	pool	pool	NOUN
bracis-33552	164	20	created	create	VERB
bracis-33552	164	21	in	in	ADP
bracis-33552	164	22	the	the	DET
bracis-33552	164	23	selection	selection	NOUN
bracis-33552	164	24	step	step	NOUN
bracis-33552	164	25	.	.	PUNCT
bracis-33552	165	1	these	these	DET
bracis-33552	165	2	elements	element	NOUN
bracis-33552	165	3	undergo	undergo	VERB
bracis-33552	165	4	crossover	crossover	NOUN
bracis-33552	165	5	,	,	PUNCT
bracis-33552	165	6	and	and	CCONJ
bracis-33552	165	7	a	a	DET
bracis-33552	165	8	one	one	NUM
bracis-33552	165	9	-	-	PUNCT
bracis-33552	165	10	point	point	NOUN
bracis-33552	165	11	crossover	crossover	NOUN
bracis-33552	165	12	operation	operation	NOUN
bracis-33552	165	13	is	be	AUX
bracis-33552	165	14	performed	perform	VERB
bracis-33552	165	15	.	.	PUNCT
bracis-33552	166	1	a	a	DET
bracis-33552	166	2	cut	cut	NOUN
bracis-33552	166	3	point	point	NOUN
bracis-33552	166	4	\(c\%\	\(c\%\	PUNCT
bracis-33552	166	5	)	)	PUNCT
bracis-33552	166	6	is	be	AUX
bracis-33552	166	7	randomly	randomly	ADV
bracis-33552	166	8	determined	determine	VERB
bracis-33552	166	9	,	,	PUNCT
bracis-33552	166	10	and	and	CCONJ
bracis-33552	166	11	each	each	DET
bracis-33552	166	12	offspring	offspring	NOUN
bracis-33552	166	13	solution	solution	NOUN
bracis-33552	166	14	is	be	AUX
bracis-33552	166	15	composed	compose	VERB
bracis-33552	166	16	of	of	ADP
bracis-33552	166	17	eigenvectors	eigenvector	NOUN
bracis-33552	166	18	from	from	ADP
bracis-33552	166	19	both	both	DET
bracis-33552	166	20	parents	parent	NOUN
bracis-33552	166	21	,	,	PUNCT
bracis-33552	166	22	split	split	VERB
bracis-33552	166	23	at	at	ADP
bracis-33552	166	24	this	this	DET
bracis-33552	166	25	cut	cut	NOUN
bracis-33552	166	26	point	point	NOUN
bracis-33552	166	27	.	.	PUNCT
bracis-33552	167	1	for	for	ADP
bracis-33552	167	2	instance	instance	NOUN
bracis-33552	167	3	,	,	PUNCT
bracis-33552	167	4	let	let	VERB
bracis-33552	167	5	\(d_p	\(d_p	VERB
bracis-33552	167	6	=	=	VERB
bracis-33552	167	7	\{\phi	\{\phi	X
bracis-33552	167	8	_	_	PRON
bracis-33552	167	9	{	{	PUNCT
bracis-33552	167	10	(	(	PUNCT
bracis-33552	167	11	i)}\}_{i=1}^{n_p}\	i)}\}_{i=1}^{n_p}\	NOUN
bracis-33552	167	12	)	)	PUNCT
bracis-33552	167	13	and	and	CCONJ
bracis-33552	167	14	\(d_q	\(d_q	X
bracis-33552	168	1	=	=	NOUN
bracis-33552	168	2	\{\psi	\{\psi	NOUN
bracis-33552	169	1	_	_	PRON
bracis-33552	169	2	{	{	PUNCT
bracis-33552	169	3	(	(	PUNCT
bracis-33552	169	4	i)}\}_{i=1}^{n_q}\	i)}\}_{i=1}^{n_q}\	PROPN
bracis-33552	169	5	)	)	PUNCT
bracis-33552	169	6	be	be	VERB
bracis-33552	169	7	two	two	NUM
bracis-33552	169	8	selected	select	VERB
bracis-33552	169	9	parent	parent	NOUN
bracis-33552	169	10	solutions	solution	NOUN
bracis-33552	169	11	.	.	PUNCT
bracis-33552	170	1	their	their	PRON
bracis-33552	170	2	crossover	crossover	NOUN
bracis-33552	170	3	operation	operation	NOUN
bracis-33552	170	4	would	would	AUX
bracis-33552	170	5	result	result	VERB
bracis-33552	170	6	in	in	ADP
bracis-33552	170	7	two	two	NUM
bracis-33552	170	8	offspring	offspring	NOUN
bracis-33552	170	9	solutions	solution	NOUN
bracis-33552	170	10	\(d_{p}^{~\prime	\(d_{p}^{~\prime	ADJ
bracis-33552	170	11	}	}	PUNCT
bracis-33552	170	12	\	\	NOUN
bracis-33552	170	13	)	)	PUNCT
bracis-33552	170	14	and	and	CCONJ
bracis-33552	170	15	\(d_{q}^{~\prime	\(d_{q}^{~\prime	NOUN
bracis-33552	170	16	}	}	PUNCT
bracis-33552	170	17	\	\	NOUN
bracis-33552	170	18	)	)	PUNCT
bracis-33552	170	19	,	,	PUNCT
bracis-33552	170	20	formulated	formulate	VERB
bracis-33552	170	21	as	as	SCONJ
bracis-33552	170	22	follows	follow	VERB
bracis-33552	170	23	:	:	PUNCT
bracis-33552	170	24	\	\	PROPN
bracis-33552	170	25	(	(	PUNCT
bracis-33552	170	26	d_{p}^{~\prime	d_{p}^{~\prime	NOUN
bracis-33552	170	27	}	}	PUNCT
bracis-33552	170	28	=	=	PUNCT
bracis-33552	170	29	\{\phi	\{\phi	X
bracis-33552	171	1	_	_	PRON
bracis-33552	171	2	{	{	PUNCT
bracis-33552	171	3	(	(	PUNCT
bracis-33552	171	4	1)},~\ldots	1)},~\ldots	NUM
bracis-33552	171	5	,	,	PUNCT
bracis-33552	171	6	~\phi	~\phi	PROPN
bracis-33552	171	7	_	_	PUNCT
bracis-33552	171	8	{	{	PUNCT
bracis-33552	171	9	(	(	PUNCT
bracis-33552	171	10	c)},~	c)},~	NOUN
bracis-33552	171	11	\psi	\psi	PROPN
bracis-33552	171	12	_	_	PUNCT
bracis-33552	171	13	{	{	PUNCT
bracis-33552	171	14	(	(	PUNCT
bracis-33552	171	15	c+1)},~\ldots	c+1)},~\ldot	NOUN
bracis-33552	171	16	,	,	PUNCT
bracis-33552	171	17	~\psi	~\psi	PROPN
bracis-33552	171	18	_	_	PUNCT
bracis-33552	171	19	{	{	PUNCT
bracis-33552	171	20	(	(	PUNCT
bracis-33552	171	21	n_q)}\}\	n_q)}\}\	NOUN
bracis-33552	171	22	)	)	PUNCT
bracis-33552	171	23	,	,	PUNCT
bracis-33552	171	24	\	\	PROPN
bracis-33552	171	25	(	(	PUNCT
bracis-33552	171	26	d_{q}^{~\prime	d_{q}^{~\prime	NOUN
bracis-33552	171	27	}	}	PUNCT
bracis-33552	171	28	=	=	NOUN
bracis-33552	171	29	\{\psi	\{\psi	NOUN
bracis-33552	171	30	_	_	PRON
bracis-33552	171	31	{	{	PUNCT
bracis-33552	171	32	(	(	PUNCT
bracis-33552	171	33	1)},~\ldots	1)},~\ldots	NUM
bracis-33552	171	34	,	,	PUNCT
bracis-33552	171	35	~\psi	~\psi	PROPN
bracis-33552	171	36	_	_	PUNCT
bracis-33552	171	37	{	{	PUNCT
bracis-33552	171	38	(	(	PUNCT
bracis-33552	171	39	c)},~	c)},~	NOUN
bracis-33552	171	40	\phi	\phi	PROPN
bracis-33552	171	41	_	_	PRON
bracis-33552	171	42	{	{	PUNCT
bracis-33552	171	43	(	(	PUNCT
bracis-33552	171	44	c	c	NOUN
bracis-33552	171	45	+1)},~\ldots	+1)},~\ldots	NUM
bracis-33552	171	46	,	,	PUNCT
bracis-33552	171	47	~\phi	~\phi	PROPN
bracis-33552	171	48	_	_	PUNCT
bracis-33552	171	49	{	{	PUNCT
bracis-33552	171	50	(	(	PUNCT
bracis-33552	171	51	n_p)}\}\	n_p)}\}\	NOUN
bracis-33552	171	52	)	)	PUNCT
bracis-33552	171	53	.	.	PUNCT
bracis-33552	172	1	following	follow	VERB
bracis-33552	172	2	the	the	DET
bracis-33552	172	3	progress	progress	NOUN
bracis-33552	172	4	of	of	ADP
bracis-33552	172	5	the	the	DET
bracis-33552	172	6	algorithm	algorithm	NOUN
bracis-33552	172	7	 	 	SPACE
bracis-33552	172	8	1	1	NUM
bracis-33552	172	9	,	,	PUNCT
bracis-33552	172	10	the	the	DET
bracis-33552	172	11	selected	select	VERB
bracis-33552	172	12	population	population	NOUN
bracis-33552	172	13	\(\boldsymbol{s}_i\	\(\boldsymbol{s}_i\	PROPN
bracis-33552	172	14	)	)	PUNCT
bracis-33552	172	15	is	be	AUX
bracis-33552	172	16	merged	merge	VERB
bracis-33552	172	17	with	with	ADP
bracis-33552	172	18	\(\bar{\boldsymbol{d}}_i\	\(\bar{\boldsymbol{d}}_i\	NOUN
bracis-33552	172	19	)	)	PUNCT
bracis-33552	172	20	to	to	PART
bracis-33552	172	21	compose	compose	VERB
bracis-33552	172	22	the	the	DET
bracis-33552	172	23	next	next	ADJ
bracis-33552	172	24	population	population	NOUN
bracis-33552	172	25	set	set	NOUN
bracis-33552	172	26	;	;	PUNCT
bracis-33552	172	27	this	this	PRON
bracis-33552	172	28	can	can	AUX
bracis-33552	172	29	be	be	AUX
bracis-33552	172	30	seen	see	VERB
bracis-33552	172	31	as	as	ADP
bracis-33552	172	32	an	an	DET
bracis-33552	172	33	update	update	NOUN
bracis-33552	172	34	process	process	NOUN
bracis-33552	172	35	that	that	PRON
bracis-33552	172	36	follows	follow	VERB
bracis-33552	172	37	a	a	DET
bracis-33552	172	38	measure	measure	NOUN
bracis-33552	172	39	of	of	ADP
bracis-33552	172	40	the	the	DET
bracis-33552	172	41	elitism	elitism	NOUN
bracis-33552	172	42	of	of	ADP
bracis-33552	172	43	solutions	solution	NOUN
bracis-33552	172	44	.	.	PUNCT
bracis-33552	173	1	evaluation	evaluation	NOUN
bracis-33552	173	2	,	,	PUNCT
bracis-33552	173	3	selection	selection	NOUN
bracis-33552	173	4	,	,	PUNCT
bracis-33552	173	5	and	and	CCONJ
bracis-33552	173	6	crossover	crossover	NOUN
bracis-33552	173	7	are	be	AUX
bracis-33552	173	8	then	then	ADV
bracis-33552	173	9	performed	perform	VERB
bracis-33552	173	10	until	until	SCONJ
bracis-33552	173	11	a	a	DET
bracis-33552	173	12	predefined	predefine	VERB
bracis-33552	173	13	number	number	NOUN
bracis-33552	173	14	of	of	ADP
bracis-33552	173	15	iterations	iteration	NOUN
bracis-33552	173	16	is	be	AUX
bracis-33552	173	17	achieved	achieve	VERB
bracis-33552	173	18	.	.	PUNCT
bracis-33552	174	1	the	the	DET
bracis-33552	174	2	proposed	propose	VERB
bracis-33552	174	3	algorithm	algorithm	NOUN
bracis-33552	174	4	presents	present	VERB
bracis-33552	174	5	the	the	DET
bracis-33552	174	6	main	main	ADJ
bracis-33552	174	7	elements	element	NOUN
bracis-33552	174	8	of	of	ADP
bracis-33552	174	9	a	a	DET
bracis-33552	174	10	ga	ga	NOUN
bracis-33552	174	11	;	;	PUNCT
bracis-33552	174	12	however	however	ADV
bracis-33552	174	13	,	,	PUNCT
bracis-33552	174	14	its	its	PRON
bracis-33552	174	15	application	application	NOUN
bracis-33552	174	16	is	be	AUX
bracis-33552	174	17	in	in	ADP
bracis-33552	174	18	a	a	DET
bracis-33552	174	19	non	non	ADJ
bracis-33552	174	20	-	-	ADJ
bracis-33552	174	21	euclidean	euclidean	ADJ
bracis-33552	174	22	space	space	NOUN
bracis-33552	174	23	.	.	PUNCT
bracis-33552	175	1	the	the	DET
bracis-33552	175	2	provided	provide	VERB
bracis-33552	175	3	mathematical	mathematical	ADJ
bracis-33552	175	4	formulations	formulation	NOUN
bracis-33552	175	5	employed	employ	VERB
bracis-33552	175	6	for	for	ADP
bracis-33552	175	7	orthogonalization	orthogonalization	NOUN
bracis-33552	175	8	,	,	PUNCT
bracis-33552	175	9	basis	basis	NOUN
bracis-33552	175	10	vector	vector	NOUN
bracis-33552	175	11	concatenation	concatenation	NOUN
bracis-33552	175	12	,	,	PUNCT
bracis-33552	175	13	and	and	CCONJ
bracis-33552	175	14	projections	projection	NOUN
bracis-33552	175	15	are	be	AUX
bracis-33552	175	16	the	the	DET
bracis-33552	175	17	foundations	foundation	NOUN
bracis-33552	175	18	for	for	ADP
bracis-33552	175	19	discriminative	discriminative	NOUN
bracis-33552	175	20	subspace	subspace	NOUN
bracis-33552	175	21	optimization	optimization	NOUN
bracis-33552	175	22	employing	employ	VERB
bracis-33552	175	23	ea	ea	PROPN
bracis-33552	175	24	.	.	PUNCT
bracis-33552	176	1	the	the	DET
bracis-33552	176	2	following	follow	VERB
bracis-33552	176	3	section	section	NOUN
bracis-33552	176	4	is	be	AUX
bracis-33552	176	5	focused	focus	VERB
bracis-33552	176	6	on	on	ADP
bracis-33552	176	7	applying	apply	VERB
bracis-33552	176	8	the	the	DET
bracis-33552	176	9	presented	present	VERB
bracis-33552	176	10	concepts	concept	NOUN
bracis-33552	176	11	for	for	ADP
bracis-33552	176	12	pattern	pattern	NOUN
bracis-33552	176	13	set	set	VERB
bracis-33552	176	14	classification	classification	NOUN
bracis-33552	176	15	.	.	PUNCT
bracis-33552	177	1	we	we	PRON
bracis-33552	177	2	employ	employ	VERB
bracis-33552	177	3	subspace	subspace	NOUN
bracis-33552	177	4	-	-	PUNCT
bracis-33552	177	5	based	base	VERB
bracis-33552	177	6	methods	method	NOUN
bracis-33552	177	7	for	for	ADP
bracis-33552	177	8	representing	represent	VERB
bracis-33552	177	9	pattern	pattern	NOUN
bracis-33552	177	10	sets	set	NOUN
bracis-33552	177	11	and	and	CCONJ
bracis-33552	177	12	optimize	optimize	VERB
bracis-33552	177	13	a	a	DET
bracis-33552	177	14	discriminative	discriminative	NOUN
bracis-33552	177	15	subspace	subspace	NOUN
bracis-33552	177	16	using	use	VERB
bracis-33552	177	17	strategies	strategy	NOUN
bracis-33552	177	18	motivated	motivate	VERB
bracis-33552	177	19	by	by	ADP
bracis-33552	177	20	the	the	DET
bracis-33552	177	21	ga	ga	PROPN
bracis-33552	177	22	presented	present	VERB
bracis-33552	177	23	in	in	ADP
bracis-33552	177	24	this	this	DET
bracis-33552	177	25	section	section	NOUN
bracis-33552	177	26	.	.	PUNCT
bracis-33552	178	1	4	4	NUM
bracis-33552	178	2	experimental	experimental	ADJ
bracis-33552	178	3	results	result	NOUN
bracis-33552	178	4	we	we	PRON
bracis-33552	178	5	evaluate	evaluate	VERB
bracis-33552	178	6	the	the	DET
bracis-33552	178	7	proposed	propose	VERB
bracis-33552	178	8	ga	ga	PROPN
bracis-33552	178	9	to	to	PART
bracis-33552	178	10	demonstrate	demonstrate	VERB
bracis-33552	178	11	its	its	PRON
bracis-33552	178	12	advantages	advantage	NOUN
bracis-33552	178	13	over	over	ADP
bracis-33552	178	14	other	other	ADJ
bracis-33552	178	15	pattern	pattern	NOUN
bracis-33552	178	16	-	-	PUNCT
bracis-33552	178	17	set	set	VERB
bracis-33552	178	18	representation	representation	NOUN
bracis-33552	178	19	and	and	CCONJ
bracis-33552	178	20	classification	classification	NOUN
bracis-33552	178	21	methods	method	NOUN
bracis-33552	178	22	.	.	PUNCT
bracis-33552	179	1	first	first	ADV
bracis-33552	179	2	,	,	PUNCT
bracis-33552	179	3	we	we	PRON
bracis-33552	179	4	describe	describe	VERB
bracis-33552	179	5	each	each	DET
bracis-33552	179	6	dataset	dataset	NOUN
bracis-33552	179	7	and	and	CCONJ
bracis-33552	179	8	our	our	PRON
bracis-33552	179	9	experimental	experimental	ADJ
bracis-33552	179	10	protocol	protocol	NOUN
bracis-33552	179	11	.	.	PUNCT
bracis-33552	180	1	next	next	ADV
bracis-33552	180	2	,	,	PUNCT
bracis-33552	180	3	we	we	PRON
bracis-33552	180	4	investigate	investigate	VERB
bracis-33552	180	5	the	the	DET
bracis-33552	180	6	approach	approach	NOUN
bracis-33552	180	7	for	for	ADP
bracis-33552	180	8	initial	initial	ADJ
bracis-33552	180	9	population	population	NOUN
bracis-33552	180	10	estimation	estimation	NOUN
bracis-33552	180	11	.	.	PUNCT
bracis-33552	181	1	we	we	PRON
bracis-33552	181	2	then	then	ADV
bracis-33552	181	3	compare	compare	VERB
bracis-33552	181	4	the	the	DET
bracis-33552	181	5	proposed	propose	VERB
bracis-33552	181	6	approach	approach	NOUN
bracis-33552	181	7	with	with	ADP
bracis-33552	181	8	existing	exist	VERB
bracis-33552	181	9	methods	method	NOUN
bracis-33552	181	10	for	for	ADP
bracis-33552	181	11	the	the	DET
bracis-33552	181	12	same	same	ADJ
bracis-33552	181	13	task	task	NOUN
bracis-33552	181	14	.	.	PUNCT
bracis-33552	182	1	lastly	lastly	ADV
bracis-33552	182	2	,	,	PUNCT
bracis-33552	182	3	we	we	PRON
bracis-33552	182	4	provide	provide	VERB
bracis-33552	182	5	concluding	conclude	VERB
bracis-33552	182	6	remarks	remark	NOUN
bracis-33552	182	7	on	on	ADP
bracis-33552	182	8	our	our	PRON
bracis-33552	182	9	results	result	NOUN
bracis-33552	182	10	.	.	PUNCT
bracis-33552	183	1	eth-80	eth-80	PUNCT
bracis-33552	183	2	is	be	AUX
bracis-33552	183	3	a	a	DET
bracis-33552	183	4	dataset	dataset	NOUN
bracis-33552	183	5	designed	design	VERB
bracis-33552	183	6	for	for	ADP
bracis-33552	183	7	object	object	NOUN
bracis-33552	183	8	recognition	recognition	NOUN
bracis-33552	183	9	.	.	PUNCT
bracis-33552	184	1	it	it	PRON
bracis-33552	184	2	contains	contain	VERB
bracis-33552	184	3	images	image	NOUN
bracis-33552	184	4	of	of	ADP
bracis-33552	184	5	8	8	NUM
bracis-33552	184	6	object	object	NOUN
bracis-33552	184	7	categories	category	NOUN
bracis-33552	184	8	,	,	PUNCT
bracis-33552	184	9	each	each	PRON
bracis-33552	184	10	with	with	ADP
bracis-33552	184	11	10	10	NUM
bracis-33552	184	12	subcategories	subcategorie	NOUN
bracis-33552	184	13	in	in	ADP
bracis-33552	184	14	41	41	NUM
bracis-33552	184	15	orientations	orientation	NOUN
bracis-33552	184	16	,	,	PUNCT
bracis-33552	184	17	totaling	total	VERB
bracis-33552	184	18	410	410	NUM
bracis-33552	184	19	images	image	NOUN
bracis-33552	184	20	per	per	ADP
bracis-33552	184	21	category	category	NOUN
bracis-33552	184	22	and	and	CCONJ
bracis-33552	184	23	3280	3280	NUM
bracis-33552	184	24	images	image	NOUN
bracis-33552	184	25	overall	overall	ADV
bracis-33552	184	26	.	.	PUNCT
bracis-33552	185	1	we	we	PRON
bracis-33552	185	2	resized	resize	VERB
bracis-33552	185	3	the	the	DET
bracis-33552	185	4	images	image	NOUN
bracis-33552	185	5	to	to	ADP
bracis-33552	185	6	\(64	\(64	PRON
bracis-33552	185	7	\times	\time	VERB
bracis-33552	185	8	64\	64\	NUM
bracis-33552	185	9	)	)	PUNCT
bracis-33552	185	10	pixels	pixel	NOUN
bracis-33552	185	11	and	and	CCONJ
bracis-33552	185	12	extracted	extract	VERB
bracis-33552	185	13	grayscale	grayscale	NOUN
bracis-33552	185	14	information	information	NOUN
bracis-33552	185	15	.	.	PUNCT
bracis-33552	186	1	for	for	ADP
bracis-33552	186	2	our	our	PRON
bracis-33552	186	3	analysis	analysis	NOUN
bracis-33552	186	4	,	,	PUNCT
bracis-33552	186	5	we	we	PRON
bracis-33552	186	6	used	use	VERB
bracis-33552	186	7	the	the	DET
bracis-33552	186	8	images	image	NOUN
bracis-33552	186	9	with	with	ADP
bracis-33552	186	10	backgrounds	background	NOUN
bracis-33552	186	11	.	.	PUNCT
bracis-33552	187	1	for	for	ADP
bracis-33552	187	2	a	a	DET
bracis-33552	187	3	comprehensive	comprehensive	ADJ
bracis-33552	187	4	classification	classification	NOUN
bracis-33552	187	5	task	task	NOUN
bracis-33552	187	6	,	,	PUNCT
bracis-33552	187	7	we	we	PRON
bracis-33552	187	8	used	use	VERB
bracis-33552	187	9	the	the	DET
bracis-33552	187	10	aloi	aloi	NOUN
bracis-33552	187	11	dataset	dataset	NOUN
bracis-33552	187	12	.	.	PUNCT
bracis-33552	188	1	aloi	aloi	PROPN
bracis-33552	188	2	is	be	AUX
bracis-33552	188	3	a	a	DET
bracis-33552	188	4	large	large	ADJ
bracis-33552	188	5	dataset	dataset	NOUN
bracis-33552	188	6	of	of	ADP
bracis-33552	188	7	general	general	ADJ
bracis-33552	188	8	objects	object	NOUN
bracis-33552	188	9	with	with	ADP
bracis-33552	188	10	about	about	ADP
bracis-33552	188	11	110	110	NUM
bracis-33552	188	12	images	image	NOUN
bracis-33552	188	13	per	per	ADP
bracis-33552	188	14	object	object	NOUN
bracis-33552	188	15	,	,	PUNCT
bracis-33552	188	16	considering	consider	VERB
bracis-33552	188	17	different	different	ADJ
bracis-33552	188	18	illumination	illumination	NOUN
bracis-33552	188	19	angles	angle	NOUN
bracis-33552	188	20	,	,	PUNCT
bracis-33552	188	21	colors	color	NOUN
bracis-33552	188	22	,	,	PUNCT
bracis-33552	188	23	and	and	CCONJ
bracis-33552	188	24	viewing	view	VERB
bracis-33552	188	25	angles	angle	NOUN
bracis-33552	188	26	.	.	PUNCT
bracis-33552	189	1	we	we	PRON
bracis-33552	189	2	used	use	VERB
bracis-33552	189	3	the	the	DET
bracis-33552	189	4	first	first	ADJ
bracis-33552	189	5	500	500	NUM
bracis-33552	189	6	object	object	NOUN
bracis-33552	189	7	instances	instance	NOUN
bracis-33552	189	8	.	.	PUNCT
bracis-33552	190	1	all	all	DET
bracis-33552	190	2	images	image	NOUN
bracis-33552	190	3	were	be	AUX
bracis-33552	190	4	segmented	segment	VERB
bracis-33552	190	5	from	from	ADP
bracis-33552	190	6	the	the	DET
bracis-33552	190	7	background	background	NOUN
bracis-33552	190	8	,	,	PUNCT
bracis-33552	190	9	and	and	CCONJ
bracis-33552	190	10	we	we	PRON
bracis-33552	190	11	classified	classify	VERB
bracis-33552	190	12	them	they	PRON
bracis-33552	190	13	into	into	ADP
bracis-33552	190	14	one	one	NUM
bracis-33552	190	15	of	of	ADP
bracis-33552	190	16	the	the	DET
bracis-33552	190	17	500	500	NUM
bracis-33552	190	18	objects	object	NOUN
bracis-33552	190	19	using	use	VERB
bracis-33552	190	20	a	a	DET
bracis-33552	190	21	10	10	NUM
bracis-33552	190	22	-	-	ADJ
bracis-33552	190	23	fold	fold	ADJ
bracis-33552	190	24	cross	cross	ADJ
bracis-33552	190	25	-	-	ADJ
bracis-33552	190	26	validation	validation	ADJ
bracis-33552	190	27	scheme	scheme	NOUN
bracis-33552	190	28	.	.	PUNCT
bracis-33552	191	1	we	we	PRON
bracis-33552	191	2	also	also	ADV
bracis-33552	191	3	used	use	VERB
bracis-33552	191	4	the	the	DET
bracis-33552	191	5	coil-20/100	coil-20/100	PROPN
bracis-33552	191	6	datasets	dataset	NOUN
bracis-33552	191	7	.	.	PUNCT
bracis-33552	192	1	coil-20	coil-20	PROPN
bracis-33552	192	2	contains	contain	VERB
bracis-33552	192	3	20	20	NUM
bracis-33552	192	4	objects	object	NOUN
bracis-33552	192	5	,	,	PUNCT
bracis-33552	192	6	with	with	ADP
bracis-33552	192	7	72	72	NUM
bracis-33552	192	8	images	image	NOUN
bracis-33552	192	9	captured	capture	VERB
bracis-33552	192	10	for	for	ADP
bracis-33552	192	11	each	each	PRON
bracis-33552	192	12	using	use	VERB
bracis-33552	192	13	a	a	DET
bracis-33552	192	14	turntable	turntable	NOUN
bracis-33552	192	15	,	,	PUNCT
bracis-33552	192	16	resized	resize	VERB
bracis-33552	192	17	to	to	ADP
bracis-33552	192	18	\(128	\(128	NOUN
bracis-33552	192	19	\times	\time	NOUN
bracis-33552	192	20	128\	128\	NUM
bracis-33552	192	21	)	)	PUNCT
bracis-33552	192	22	pixels	pixel	NOUN
bracis-33552	192	23	.	.	PUNCT
bracis-33552	193	1	similarly	similarly	ADV
bracis-33552	193	2	,	,	PUNCT
bracis-33552	193	3	coil-100	coil-100	NOUN
bracis-33552	193	4	was	be	AUX
bracis-33552	193	5	obtained	obtain	VERB
bracis-33552	193	6	with	with	ADP
bracis-33552	193	7	more	more	ADJ
bracis-33552	193	8	objects	object	NOUN
bracis-33552	193	9	.	.	PUNCT
bracis-33552	194	1	we	we	PRON
bracis-33552	194	2	split	split	VERB
bracis-33552	194	3	the	the	DET
bracis-33552	194	4	samples	sample	NOUN
bracis-33552	194	5	into	into	ADP
bracis-33552	194	6	five	five	NUM
bracis-33552	194	7	groups	group	NOUN
bracis-33552	194	8	,	,	PUNCT
bracis-33552	194	9	randomly	randomly	ADV
bracis-33552	194	10	selecting	select	VERB
bracis-33552	194	11	one	one	NUM
bracis-33552	194	12	for	for	ADP
bracis-33552	194	13	training	training	NOUN
bracis-33552	194	14	and	and	CCONJ
bracis-33552	194	15	using	use	VERB
bracis-33552	194	16	the	the	DET
bracis-33552	194	17	rest	rest	NOUN
bracis-33552	194	18	for	for	ADP
bracis-33552	194	19	testing	testing	NOUN
bracis-33552	194	20	.	.	PUNCT
bracis-33552	195	1	in	in	ADP
bracis-33552	195	2	the	the	DET
bracis-33552	195	3	experiments	experiment	NOUN
bracis-33552	195	4	,	,	PUNCT
bracis-33552	195	5	descriptive	descriptive	ADJ
bracis-33552	195	6	statistics	statistic	NOUN
bracis-33552	195	7	are	be	AUX
bracis-33552	195	8	the	the	DET
bracis-33552	195	9	mean	mean	ADJ
bracis-33552	195	10	accuracy	accuracy	NOUN
bracis-33552	195	11	,	,	PUNCT
bracis-33552	195	12	standard	standard	ADJ
bracis-33552	195	13	deviation	deviation	NOUN
bracis-33552	195	14	,	,	PUNCT
bracis-33552	195	15	and	and	CCONJ
bracis-33552	195	16	best	good	ADJ
bracis-33552	195	17	result	result	NOUN
bracis-33552	195	18	obtained	obtain	VERB
bracis-33552	195	19	from	from	ADP
bracis-33552	195	20	the	the	DET
bracis-33552	195	21	runs	run	NOUN
bracis-33552	195	22	of	of	ADP
bracis-33552	195	23	each	each	DET
bracis-33552	195	24	experiment	experiment	NOUN
bracis-33552	195	25	using	use	VERB
bracis-33552	195	26	pre	pre	ADJ
bracis-33552	195	27	-	-	VERB
bracis-33552	195	28	established	establish	VERB
bracis-33552	195	29	random	random	ADJ
bracis-33552	195	30	seeds	seed	NOUN
bracis-33552	195	31	.	.	PUNCT
bracis-33552	196	1	chosen	choose	VERB
bracis-33552	196	2	parameters	parameter	NOUN
bracis-33552	196	3	for	for	ADP
bracis-33552	196	4	the	the	DET
bracis-33552	196	5	proposed	propose	VERB
bracis-33552	196	6	ga	ga	PROPN
bracis-33552	196	7	for	for	ADP
bracis-33552	196	8	all	all	DET
bracis-33552	196	9	experiments	experiment	NOUN
bracis-33552	196	10	were	be	AUX
bracis-33552	196	11	:	:	PUNCT
bracis-33552	196	12	number	number	NOUN
bracis-33552	196	13	of	of	ADP
bracis-33552	196	14	iterations	iteration	NOUN
bracis-33552	196	15	as	as	ADP
bracis-33552	196	16	200	200	NUM
bracis-33552	196	17	;	;	PUNCT
bracis-33552	196	18	population	population	NOUN
bracis-33552	196	19	size	size	NOUN
bracis-33552	196	20	of	of	ADP
bracis-33552	196	21	200	200	NUM
bracis-33552	196	22	solutions	solution	NOUN
bracis-33552	196	23	;	;	PUNCT
bracis-33552	196	24	crossover	crossover	VERB
bracis-33552	196	25	rate	rate	NOUN
bracis-33552	196	26	c	c	PROPN
bracis-33552	196	27	as	as	ADP
bracis-33552	196	28	0.5	0.5	NUM
bracis-33552	196	29	;	;	PUNCT
bracis-33552	196	30	and	and	CCONJ
bracis-33552	196	31	populational	populational	ADJ
bracis-33552	196	32	elitism	elitism	NOUN
bracis-33552	196	33	p	p	NOUN
bracis-33552	196	34	of	of	ADP
bracis-33552	196	35	the	the	DET
bracis-33552	196	36	selection	selection	NOUN
bracis-33552	196	37	step	step	NOUN
bracis-33552	196	38	as	as	ADP
bracis-33552	196	39	\(10\%\	\(10\%\	NOUN
bracis-33552	196	40	)	)	PUNCT
bracis-33552	196	41	.	.	PUNCT
bracis-33552	197	1	the	the	DET
bracis-33552	197	2	experiment	experiment	NOUN
bracis-33552	197	3	reported	report	VERB
bracis-33552	197	4	in	in	ADP
bracis-33552	197	5	this	this	DET
bracis-33552	197	6	paper	paper	NOUN
bracis-33552	197	7	was	be	AUX
bracis-33552	197	8	run	run	VERB
bracis-33552	197	9	on	on	ADP
bracis-33552	197	10	a	a	DET
bracis-33552	197	11	unix	unix	NOUN
bracis-33552	197	12	-	-	PUNCT
bracis-33552	197	13	like	like	ADJ
bracis-33552	197	14	pc	pc	NOUN
bracis-33552	197	15	equipped	equip	VERB
bracis-33552	197	16	with	with	ADP
bracis-33552	197	17	a	a	DET
bracis-33552	197	18	core	core	ADJ
bracis-33552	197	19	i9	i9	NOUN
bracis-33552	197	20	5.00ghz	5.00ghz	NUM
bracis-33552	197	21	with	with	ADP
bracis-33552	197	22	16	16	NUM
bracis-33552	197	23	gb	gb	NOUN
bracis-33552	197	24	ram	ram	NOUN
bracis-33552	197	25	written	write	VERB
bracis-33552	197	26	in	in	ADP
bracis-33552	197	27	python	python	PROPN
bracis-33552	197	28	.	.	PUNCT
bracis-33552	198	1	4.1	4.1	NUM
bracis-33552	198	2	evaluating	evaluate	VERB
bracis-33552	198	3	the	the	DET
bracis-33552	198	4	initialization	initialization	NOUN
bracis-33552	198	5	strategy	strategy	NOUN
bracis-33552	198	6	this	this	DET
bracis-33552	198	7	experiment	experiment	NOUN
bracis-33552	198	8	analyzes	analyze	VERB
bracis-33552	198	9	the	the	DET
bracis-33552	198	10	adopted	adopt	VERB
bracis-33552	198	11	initialization	initialization	NOUN
bracis-33552	198	12	strategy	strategy	NOUN
bracis-33552	198	13	on	on	ADP
bracis-33552	198	14	the	the	DET
bracis-33552	198	15	eth-80	eth-80	NOUN
bracis-33552	198	16	dataset	dataset	NOUN
bracis-33552	198	17	.	.	PUNCT
bracis-33552	199	1	we	we	PRON
bracis-33552	199	2	utilized	utilize	VERB
bracis-33552	199	3	an	an	DET
bracis-33552	199	4	initialization	initialization	NOUN
bracis-33552	199	5	strategy	strategy	NOUN
bracis-33552	199	6	where	where	SCONJ
bracis-33552	199	7	the	the	DET
bracis-33552	199	8	elements	element	NOUN
bracis-33552	199	9	are	be	AUX
bracis-33552	199	10	assigned	assign	VERB
bracis-33552	199	11	to	to	ADP
bracis-33552	199	12	omsm	omsm	NOUN
bracis-33552	199	13	and	and	CCONJ
bracis-33552	199	14	gds	gds	PROPN
bracis-33552	199	15	discriminative	discriminative	NOUN
bracis-33552	199	16	spaces	space	NOUN
bracis-33552	199	17	and	and	CCONJ
bracis-33552	199	18	some	some	DET
bracis-33552	199	19	variants	variant	NOUN
bracis-33552	199	20	based	base	VERB
bracis-33552	199	21	on	on	ADP
bracis-33552	199	22	random	random	ADJ
bracis-33552	199	23	subspace	subspace	NOUN
bracis-33552	199	24	truncation	truncation	NOUN
bracis-33552	199	25	.	.	PUNCT
bracis-33552	200	1	two	two	NUM
bracis-33552	200	2	elements	element	NOUN
bracis-33552	200	3	are	be	AUX
bracis-33552	200	4	assigned	assign	VERB
bracis-33552	200	5	to	to	ADP
bracis-33552	200	6	the	the	DET
bracis-33552	200	7	\(d_o\	\(d_o\	NOUN
bracis-33552	200	8	)	)	PUNCT
bracis-33552	200	9	and	and	CCONJ
bracis-33552	200	10	\(d_g\	\(d_g\	PROPN
bracis-33552	200	11	)	)	PUNCT
bracis-33552	200	12	;	;	PUNCT
bracis-33552	200	13	then	then	ADV
bracis-33552	200	14	,	,	PUNCT
bracis-33552	200	15	random	random	ADJ
bracis-33552	200	16	truncation	truncation	NOUN
bracis-33552	200	17	is	be	AUX
bracis-33552	200	18	performed	perform	VERB
bracis-33552	200	19	on	on	ADP
bracis-33552	200	20	either	either	PRON
bracis-33552	200	21	\(d_o\	\(d_o\	NOUN
bracis-33552	200	22	)	)	PUNCT
bracis-33552	200	23	or	or	CCONJ
bracis-33552	200	24	\(d_g\	\(d_g\	NOUN
bracis-33552	200	25	)	)	PUNCT
bracis-33552	200	26	before	before	ADP
bracis-33552	200	27	concatenation	concatenation	NOUN
bracis-33552	200	28	.	.	PUNCT
bracis-33552	201	1	this	this	DET
bracis-33552	201	2	strategy	strategy	NOUN
bracis-33552	201	3	not	not	PART
bracis-33552	201	4	only	only	ADV
bracis-33552	201	5	creates	create	VERB
bracis-33552	201	6	new	new	ADJ
bracis-33552	201	7	discriminative	discriminative	NOUN
bracis-33552	201	8	subspaces	subspace	NOUN
bracis-33552	201	9	but	but	CCONJ
bracis-33552	201	10	also	also	ADV
bracis-33552	201	11	ensures	ensure	VERB
bracis-33552	201	12	that	that	SCONJ
bracis-33552	201	13	a	a	DET
bracis-33552	201	14	vast	vast	ADJ
bracis-33552	201	15	space	space	NOUN
bracis-33552	201	16	is	be	AUX
bracis-33552	201	17	explored	explore	VERB
bracis-33552	201	18	and	and	CCONJ
bracis-33552	201	19	that	that	SCONJ
bracis-33552	201	20	the	the	DET
bracis-33552	201	21	results	result	NOUN
bracis-33552	201	22	obtained	obtain	VERB
bracis-33552	201	23	will	will	AUX
bracis-33552	201	24	never	never	ADV
bracis-33552	201	25	be	be	AUX
bracis-33552	201	26	worse	bad	ADJ
bracis-33552	201	27	than	than	ADP
bracis-33552	201	28	the	the	DET
bracis-33552	201	29	ones	one	NOUN
bracis-33552	201	30	provided	provide	VERB
bracis-33552	201	31	by	by	ADP
bracis-33552	201	32	omsm	omsm	NOUN
bracis-33552	201	33	and	and	CCONJ
bracis-33552	201	34	gds	gds	PROPN
bracis-33552	202	1	.	.	PUNCT
bracis-33552	202	2	fig	fig	PROPN
bracis-33552	202	3	.	.	PUNCT
bracis-33552	203	1	3	3	X
bracis-33552	203	2	.	.	X
bracis-33552	203	3	accuracy	accuracy	NOUN
bracis-33552	203	4	from	from	ADP
bracis-33552	203	5	1000	1000	NUM
bracis-33552	203	6	runs	run	NOUN
bracis-33552	203	7	of	of	ADP
bracis-33552	203	8	the	the	DET
bracis-33552	203	9	presented	present	VERB
bracis-33552	203	10	initialization	initialization	NOUN
bracis-33552	203	11	strategy	strategy	NOUN
bracis-33552	203	12	.	.	PUNCT
bracis-33552	204	1	full	full	ADJ
bracis-33552	204	2	size	size	NOUN
bracis-33552	204	3	image	image	NOUN
bracis-33552	204	4	figure	figure	NOUN
bracis-33552	204	5	 	 	SPACE
bracis-33552	204	6	3	3	NUM
bracis-33552	204	7	shows	show	VERB
bracis-33552	204	8	the	the	DET
bracis-33552	204	9	accuracy	accuracy	NOUN
bracis-33552	204	10	results	result	NOUN
bracis-33552	204	11	of	of	ADP
bracis-33552	204	12	1000	1000	NUM
bracis-33552	204	13	runs	run	NOUN
bracis-33552	204	14	of	of	ADP
bracis-33552	204	15	the	the	DET
bracis-33552	204	16	presented	present	VERB
bracis-33552	204	17	initialization	initialization	NOUN
bracis-33552	204	18	strategy	strategy	NOUN
bracis-33552	204	19	.	.	PUNCT
bracis-33552	205	1	we	we	PRON
bracis-33552	205	2	see	see	VERB
bracis-33552	205	3	that	that	SCONJ
bracis-33552	205	4	the	the	DET
bracis-33552	205	5	initialization	initialization	NOUN
bracis-33552	205	6	alone	alone	ADV
bracis-33552	205	7	presents	present	VERB
bracis-33552	205	8	attractive	attractive	ADJ
bracis-33552	205	9	solutions	solution	NOUN
bracis-33552	205	10	.	.	PUNCT
bracis-33552	206	1	for	for	ADP
bracis-33552	206	2	instance	instance	NOUN
bracis-33552	206	3	,	,	PUNCT
bracis-33552	206	4	some	some	DET
bracis-33552	206	5	elements	element	NOUN
bracis-33552	206	6	deliver	deliver	VERB
bracis-33552	206	7	accuracy	accuracy	NOUN
bracis-33552	206	8	higher	high	ADJ
bracis-33552	206	9	than	than	ADP
bracis-33552	206	10	omsm	omsm	NOUN
bracis-33552	206	11	and	and	CCONJ
bracis-33552	206	12	gds	gds	PROPN
bracis-33552	206	13	.	.	PUNCT
bracis-33552	207	1	however	however	ADV
bracis-33552	207	2	,	,	PUNCT
bracis-33552	207	3	some	some	PRON
bracis-33552	207	4	display	display	VERB
bracis-33552	207	5	very	very	ADV
bracis-33552	207	6	low	low	ADJ
bracis-33552	207	7	accuracy	accuracy	NOUN
bracis-33552	207	8	,	,	PUNCT
bracis-33552	207	9	which	which	PRON
bracis-33552	207	10	may	may	AUX
bracis-33552	207	11	be	be	AUX
bracis-33552	207	12	due	due	ADJ
bracis-33552	207	13	to	to	ADP
bracis-33552	207	14	selecting	select	VERB
bracis-33552	207	15	unsuitable	unsuitable	ADJ
bracis-33552	207	16	eigenvectors	eigenvector	NOUN
bracis-33552	207	17	.	.	PUNCT
bracis-33552	208	1	if	if	SCONJ
bracis-33552	208	2	discriminative	discriminative	NOUN
bracis-33552	208	3	eigenvectors	eigenvector	NOUN
bracis-33552	208	4	are	be	AUX
bracis-33552	208	5	discarded	discard	VERB
bracis-33552	208	6	,	,	PUNCT
bracis-33552	208	7	the	the	DET
bracis-33552	208	8	learning	learn	VERB
bracis-33552	208	9	algorithm	algorithm	NOUN
bracis-33552	208	10	accuracy	accuracy	NOUN
bracis-33552	208	11	may	may	AUX
bracis-33552	208	12	sharply	sharply	ADV
bracis-33552	208	13	drop	drop	VERB
bracis-33552	208	14	.	.	PUNCT
bracis-33552	209	1	4.2	4.2	NUM
bracis-33552	209	2	analysing	analyse	VERB
bracis-33552	209	3	distance	distance	NOUN
bracis-33552	209	4	matrices	matrix	NOUN
bracis-33552	209	5	in	in	ADP
bracis-33552	209	6	this	this	DET
bracis-33552	209	7	experiment	experiment	NOUN
bracis-33552	209	8	,	,	PUNCT
bracis-33552	209	9	we	we	PRON
bracis-33552	209	10	analyze	analyze	VERB
bracis-33552	209	11	the	the	DET
bracis-33552	209	12	distance	distance	NOUN
bracis-33552	209	13	matrices	matrix	NOUN
bracis-33552	209	14	produced	produce	VERB
bracis-33552	209	15	by	by	ADP
bracis-33552	209	16	omsm	omsm	PROPN
bracis-33552	209	17	,	,	PUNCT
bracis-33552	209	18	gds	gds	PROPN
bracis-33552	209	19	,	,	PUNCT
bracis-33552	209	20	and	and	CCONJ
bracis-33552	209	21	our	our	PRON
bracis-33552	209	22	ga	ga	PROPN
bracis-33552	209	23	.	.	PUNCT
bracis-33552	210	1	the	the	DET
bracis-33552	210	2	objective	objective	NOUN
bracis-33552	210	3	is	be	AUX
bracis-33552	210	4	to	to	PART
bracis-33552	210	5	understand	understand	VERB
bracis-33552	210	6	if	if	SCONJ
bracis-33552	210	7	the	the	DET
bracis-33552	210	8	optimized	optimize	VERB
bracis-33552	210	9	discriminative	discriminative	NOUN
bracis-33552	210	10	subspace	subspace	NOUN
bracis-33552	210	11	presents	present	VERB
bracis-33552	210	12	advantages	advantage	NOUN
bracis-33552	210	13	over	over	ADP
bracis-33552	210	14	omsm	omsm	NOUN
bracis-33552	210	15	and	and	CCONJ
bracis-33552	210	16	gds	gds	PROPN
bracis-33552	210	17	w.r.t	w.r.t	PROPN
bracis-33552	210	18	.	.	PUNCT
bracis-33552	211	1	feature	feature	NOUN
bracis-33552	211	2	extraction	extraction	NOUN
bracis-33552	211	3	capabilities	capability	NOUN
bracis-33552	211	4	.	.	PUNCT
bracis-33552	212	1	also	also	ADV
bracis-33552	212	2	,	,	PUNCT
bracis-33552	212	3	the	the	DET
bracis-33552	212	4	distance	distance	NOUN
bracis-33552	212	5	matrices	matrix	NOUN
bracis-33552	212	6	may	may	AUX
bracis-33552	212	7	provide	provide	VERB
bracis-33552	212	8	information	information	NOUN
bracis-33552	212	9	concerning	concern	VERB
bracis-33552	212	10	their	their	PRON
bracis-33552	212	11	discriminative	discriminative	NOUN
bracis-33552	212	12	ability	ability	NOUN
bracis-33552	212	13	,	,	PUNCT
bracis-33552	212	14	such	such	ADJ
bracis-33552	212	15	as	as	ADP
bracis-33552	212	16	the	the	DET
bracis-33552	212	17	intra	intra	ADJ
bracis-33552	212	18	-	-	ADJ
bracis-33552	212	19	class	class	ADJ
bracis-33552	212	20	and	and	CCONJ
bracis-33552	212	21	inter	inter	ADJ
bracis-33552	212	22	-	-	ADJ
bracis-33552	212	23	class	class	ADJ
bracis-33552	212	24	separability	separability	NOUN
bracis-33552	212	25	.	.	PUNCT
bracis-33552	213	1	for	for	ADP
bracis-33552	213	2	this	this	DET
bracis-33552	213	3	experiment	experiment	NOUN
bracis-33552	213	4	,	,	PUNCT
bracis-33552	213	5	each	each	DET
bracis-33552	213	6	algorithm	algorithm	NOUN
bracis-33552	213	7	was	be	AUX
bracis-33552	213	8	run	run	VERB
bracis-33552	213	9	for	for	ADP
bracis-33552	213	10	200	200	NUM
bracis-33552	213	11	iterations	iteration	NOUN
bracis-33552	213	12	.	.	PUNCT
bracis-33552	214	1	figure	figure	NOUN
bracis-33552	214	2	 	 	SPACE
bracis-33552	214	3	4	4	NUM
bracis-33552	214	4	displays	display	NOUN
bracis-33552	214	5	the	the	DET
bracis-33552	214	6	distance	distance	NOUN
bracis-33552	214	7	matrices	matrix	NOUN
bracis-33552	214	8	generated	generate	VERB
bracis-33552	214	9	by	by	ADP
bracis-33552	214	10	omsm	omsm	PROPN
bracis-33552	214	11	,	,	PUNCT
bracis-33552	214	12	gds	gds	PROPN
bracis-33552	214	13	,	,	PUNCT
bracis-33552	214	14	and	and	CCONJ
bracis-33552	214	15	the	the	DET
bracis-33552	214	16	ga	ga	PROPN
bracis-33552	214	17	on	on	ADP
bracis-33552	214	18	the	the	DET
bracis-33552	214	19	eth-80	eth-80	NOUN
bracis-33552	214	20	dataset	dataset	NOUN
bracis-33552	214	21	.	.	PUNCT
bracis-33552	215	1	fig	fig	NOUN
bracis-33552	215	2	.	.	PUNCT
bracis-33552	216	1	4	4	X
bracis-33552	216	2	.	.	X
bracis-33552	216	3	distance	distance	NOUN
bracis-33552	216	4	matrices	matrix	NOUN
bracis-33552	216	5	of	of	ADP
bracis-33552	216	6	omsm	omsm	NOUN
bracis-33552	216	7	,	,	PUNCT
bracis-33552	216	8	gds	gds	PROPN
bracis-33552	216	9	,	,	PUNCT
bracis-33552	216	10	and	and	CCONJ
bracis-33552	216	11	the	the	DET
bracis-33552	216	12	proposed	propose	VERB
bracis-33552	216	13	ga	ga	PROPN
bracis-33552	216	14	,	,	PUNCT
bracis-33552	216	15	respectively	respectively	ADV
bracis-33552	216	16	.	.	PUNCT
bracis-33552	217	1	full	full	ADJ
bracis-33552	217	2	size	size	NOUN
bracis-33552	217	3	image	image	NOUN
bracis-33552	217	4	the	the	DET
bracis-33552	217	5	proximity	proximity	NOUN
bracis-33552	217	6	matrix	matrix	NOUN
bracis-33552	217	7	produced	produce	VERB
bracis-33552	217	8	by	by	ADP
bracis-33552	217	9	omsm	omsm	NOUN
bracis-33552	217	10	shows	show	VERB
bracis-33552	217	11	moderately	moderately	ADV
bracis-33552	217	12	high	high	ADJ
bracis-33552	217	13	similarity	similarity	NOUN
bracis-33552	217	14	even	even	ADV
bracis-33552	217	15	when	when	SCONJ
bracis-33552	217	16	subspaces	subspace	NOUN
bracis-33552	217	17	describe	describe	VERB
bracis-33552	217	18	different	different	ADJ
bracis-33552	217	19	classes	class	NOUN
bracis-33552	217	20	,	,	PUNCT
bracis-33552	217	21	indicating	indicate	VERB
bracis-33552	217	22	that	that	SCONJ
bracis-33552	217	23	the	the	DET
bracis-33552	217	24	discriminative	discriminative	NOUN
bracis-33552	217	25	subspace	subspace	NOUN
bracis-33552	217	26	may	may	AUX
bracis-33552	217	27	reveal	reveal	VERB
bracis-33552	217	28	insufficient	insufficient	ADJ
bracis-33552	217	29	information	information	NOUN
bracis-33552	217	30	for	for	ADP
bracis-33552	217	31	classification	classification	NOUN
bracis-33552	217	32	.	.	PUNCT
bracis-33552	218	1	in	in	ADP
bracis-33552	218	2	contrast	contrast	NOUN
bracis-33552	218	3	,	,	PUNCT
bracis-33552	218	4	the	the	DET
bracis-33552	218	5	proximity	proximity	NOUN
bracis-33552	218	6	matrix	matrix	NOUN
bracis-33552	218	7	produced	produce	VERB
bracis-33552	218	8	by	by	ADP
bracis-33552	218	9	gds	gds	PROPN
bracis-33552	218	10	shows	show	VERB
bracis-33552	218	11	lower	low	ADJ
bracis-33552	218	12	similarity	similarity	NOUN
bracis-33552	218	13	,	,	PUNCT
bracis-33552	218	14	revealing	reveal	VERB
bracis-33552	218	15	moderately	moderately	ADV
bracis-33552	218	16	good	good	ADJ
bracis-33552	218	17	discriminative	discriminative	NOUN
bracis-33552	218	18	information	information	NOUN
bracis-33552	218	19	.	.	PUNCT
bracis-33552	219	1	this	this	PRON
bracis-33552	219	2	demonstrates	demonstrate	VERB
bracis-33552	219	3	the	the	DET
bracis-33552	219	4	effectiveness	effectiveness	NOUN
bracis-33552	219	5	of	of	ADP
bracis-33552	219	6	the	the	DET
bracis-33552	219	7	gds	gds	PROPN
bracis-33552	219	8	discriminative	discriminative	PROPN
bracis-33552	219	9	space	space	NOUN
bracis-33552	219	10	,	,	PUNCT
bracis-33552	219	11	as	as	SCONJ
bracis-33552	219	12	it	it	PRON
bracis-33552	219	13	relies	rely	VERB
bracis-33552	219	14	on	on	ADP
bracis-33552	219	15	an	an	DET
bracis-33552	219	16	analytical	analytical	ADJ
bracis-33552	219	17	solution	solution	NOUN
bracis-33552	219	18	.	.	PUNCT
bracis-33552	220	1	differently	differently	ADV
bracis-33552	220	2	,	,	PUNCT
bracis-33552	220	3	the	the	DET
bracis-33552	220	4	similarity	similarity	NOUN
bracis-33552	220	5	between	between	ADP
bracis-33552	220	6	different	different	ADJ
bracis-33552	220	7	classes	class	NOUN
bracis-33552	220	8	is	be	AUX
bracis-33552	220	9	very	very	ADV
bracis-33552	220	10	low	low	ADJ
bracis-33552	220	11	when	when	SCONJ
bracis-33552	220	12	our	our	PRON
bracis-33552	220	13	optimization	optimization	NOUN
bracis-33552	220	14	method	method	NOUN
bracis-33552	220	15	is	be	AUX
bracis-33552	220	16	employed	employ	VERB
bracis-33552	220	17	,	,	PUNCT
bracis-33552	220	18	represented	represent	VERB
bracis-33552	220	19	by	by	ADP
bracis-33552	220	20	the	the	DET
bracis-33552	220	21	dark	dark	ADJ
bracis-33552	220	22	structures	structure	NOUN
bracis-33552	220	23	on	on	ADP
bracis-33552	220	24	the	the	DET
bracis-33552	220	25	matrix	matrix	NOUN
bracis-33552	220	26	.	.	PUNCT
bracis-33552	221	1	this	this	PRON
bracis-33552	221	2	suggests	suggest	VERB
bracis-33552	221	3	that	that	SCONJ
bracis-33552	221	4	the	the	DET
bracis-33552	221	5	presented	present	VERB
bracis-33552	221	6	optimization	optimization	NOUN
bracis-33552	221	7	technique	technique	NOUN
bracis-33552	221	8	based	base	VERB
bracis-33552	221	9	on	on	ADP
bracis-33552	221	10	the	the	DET
bracis-33552	221	11	ga	ga	PROPN
bracis-33552	221	12	produces	produce	VERB
bracis-33552	221	13	a	a	DET
bracis-33552	221	14	discriminative	discriminative	NOUN
bracis-33552	221	15	space	space	NOUN
bracis-33552	221	16	capable	capable	ADJ
bracis-33552	221	17	of	of	ADP
bracis-33552	221	18	separating	separate	VERB
bracis-33552	221	19	subspaces	subspace	NOUN
bracis-33552	221	20	of	of	ADP
bracis-33552	221	21	distinct	distinct	ADJ
bracis-33552	221	22	classes	class	NOUN
bracis-33552	221	23	while	while	SCONJ
bracis-33552	221	24	keeping	keep	VERB
bracis-33552	221	25	together	together	ADV
bracis-33552	221	26	the	the	DET
bracis-33552	221	27	same	same	ADJ
bracis-33552	221	28	category	category	NOUN
bracis-33552	221	29	.	.	PUNCT
bracis-33552	222	1	4.3	4.3	NUM
bracis-33552	222	2	comparison	comparison	NOUN
bracis-33552	222	3	with	with	ADP
bracis-33552	222	4	related	related	ADJ
bracis-33552	222	5	methods	method	NOUN
bracis-33552	222	6	table	table	NOUN
bracis-33552	222	7	1	1	NUM
bracis-33552	222	8	.	.	PUNCT
bracis-33552	222	9	study	study	NOUN
bracis-33552	222	10	of	of	ADP
bracis-33552	222	11	performances	performance	NOUN
bracis-33552	222	12	for	for	ADP
bracis-33552	222	13	the	the	DET
bracis-33552	222	14	proposed	propose	VERB
bracis-33552	222	15	optimization	optimization	NOUN
bracis-33552	222	16	method	method	NOUN
bracis-33552	222	17	(	(	PUNCT
bracis-33552	222	18	left	left	ADJ
bracis-33552	222	19	)	)	PUNCT
bracis-33552	222	20	and	and	CCONJ
bracis-33552	222	21	comparison	comparison	NOUN
bracis-33552	222	22	with	with	ADP
bracis-33552	222	23	omsm	omsm	NOUN
bracis-33552	222	24	and	and	CCONJ
bracis-33552	222	25	gds	gds	PROPN
bracis-33552	222	26	(	(	PUNCT
bracis-33552	222	27	right).full	right).full	NOUN
bracis-33552	222	28	size	size	NOUN
bracis-33552	222	29	table	table	NOUN
bracis-33552	222	30	this	this	DET
bracis-33552	222	31	experiment	experiment	NOUN
bracis-33552	222	32	evaluates	evaluate	VERB
bracis-33552	222	33	the	the	DET
bracis-33552	222	34	proposed	propose	VERB
bracis-33552	222	35	ga	ga	PROPN
bracis-33552	222	36	for	for	ADP
bracis-33552	222	37	discriminative	discriminative	NOUN
bracis-33552	222	38	subspace	subspace	NOUN
bracis-33552	222	39	optimization	optimization	NOUN
bracis-33552	222	40	using	use	VERB
bracis-33552	222	41	the	the	DET
bracis-33552	222	42	eth-80	eth-80	NOUN
bracis-33552	222	43	,	,	PUNCT
bracis-33552	222	44	aloi	aloi	NOUN
bracis-33552	222	45	,	,	PUNCT
bracis-33552	222	46	coil-20	coil-20	PROPN
bracis-33552	222	47	,	,	PUNCT
bracis-33552	222	48	and	and	CCONJ
bracis-33552	222	49	coil-100	coil-100	ADJ
bracis-33552	222	50	datasets	dataset	NOUN
bracis-33552	222	51	.	.	PUNCT
bracis-33552	223	1	we	we	PRON
bracis-33552	223	2	compare	compare	VERB
bracis-33552	223	3	the	the	DET
bracis-33552	223	4	proposed	propose	VERB
bracis-33552	223	5	method	method	NOUN
bracis-33552	223	6	with	with	ADP
bracis-33552	223	7	msm	msm	NOUN
bracis-33552	223	8	,	,	PUNCT
bracis-33552	223	9	omsm	omsm	ADJ
bracis-33552	223	10	,	,	PUNCT
bracis-33552	223	11	and	and	CCONJ
bracis-33552	223	12	gds	gds	PROPN
bracis-33552	223	13	.	.	PUNCT
bracis-33552	224	1	the	the	DET
bracis-33552	224	2	objective	objective	NOUN
bracis-33552	224	3	here	here	ADV
bracis-33552	224	4	is	be	AUX
bracis-33552	224	5	to	to	PART
bracis-33552	224	6	understand	understand	VERB
bracis-33552	224	7	whether	whether	SCONJ
bracis-33552	224	8	the	the	DET
bracis-33552	224	9	optimization	optimization	NOUN
bracis-33552	224	10	strategy	strategy	NOUN
bracis-33552	224	11	developed	develop	VERB
bracis-33552	224	12	in	in	ADP
bracis-33552	224	13	this	this	DET
bracis-33552	224	14	work	work	NOUN
bracis-33552	224	15	can	can	AUX
bracis-33552	224	16	produce	produce	VERB
bracis-33552	224	17	better	well	ADJ
bracis-33552	224	18	results	result	NOUN
bracis-33552	224	19	on	on	ADP
bracis-33552	224	20	diverse	diverse	ADJ
bracis-33552	224	21	datasets	dataset	NOUN
bracis-33552	224	22	.	.	PUNCT
bracis-33552	225	1	it	it	PRON
bracis-33552	225	2	is	be	AUX
bracis-33552	225	3	worth	worth	ADJ
bracis-33552	225	4	mentioning	mention	VERB
bracis-33552	225	5	that	that	SCONJ
bracis-33552	225	6	more	more	ADV
bracis-33552	225	7	sophisticated	sophisticated	ADJ
bracis-33552	225	8	manifold	manifold	ADJ
bracis-33552	225	9	learning	learn	VERB
bracis-33552	225	10	algorithms	algorithm	NOUN
bracis-33552	225	11	exist	exist	VERB
bracis-33552	225	12	in	in	ADP
bracis-33552	225	13	the	the	DET
bracis-33552	225	14	literature	literature	NOUN
bracis-33552	225	15	.	.	PUNCT
bracis-33552	226	1	however	however	ADV
bracis-33552	226	2	,	,	PUNCT
bracis-33552	226	3	we	we	PRON
bracis-33552	226	4	narrowed	narrow	VERB
bracis-33552	226	5	down	down	ADP
bracis-33552	226	6	the	the	DET
bracis-33552	226	7	scope	scope	NOUN
bracis-33552	226	8	of	of	ADP
bracis-33552	226	9	our	our	PRON
bracis-33552	226	10	evaluation	evaluation	NOUN
bracis-33552	226	11	to	to	ADP
bracis-33552	226	12	linear	linear	ADJ
bracis-33552	226	13	methods	method	NOUN
bracis-33552	226	14	since	since	SCONJ
bracis-33552	226	15	our	our	PRON
bracis-33552	226	16	optimization	optimization	NOUN
bracis-33552	226	17	strategy	strategy	NOUN
bracis-33552	226	18	was	be	AUX
bracis-33552	226	19	developed	develop	VERB
bracis-33552	226	20	to	to	PART
bracis-33552	226	21	support	support	VERB
bracis-33552	226	22	linear	linear	ADJ
bracis-33552	226	23	subspaces	subspace	NOUN
bracis-33552	226	24	.	.	PUNCT
bracis-33552	227	1	a	a	DET
bracis-33552	227	2	comprehensive	comprehensive	ADJ
bracis-33552	227	3	summary	summary	NOUN
bracis-33552	227	4	of	of	ADP
bracis-33552	227	5	the	the	DET
bracis-33552	227	6	obtained	obtain	VERB
bracis-33552	227	7	results	result	NOUN
bracis-33552	227	8	is	be	AUX
bracis-33552	227	9	shown	show	VERB
bracis-33552	227	10	in	in	ADP
bracis-33552	227	11	table	table	NOUN
bracis-33552	227	12	 	 	SPACE
bracis-33552	227	13	1	1	NUM
bracis-33552	227	14	.	.	PUNCT
bracis-33552	228	1	we	we	PRON
bracis-33552	228	2	see	see	VERB
bracis-33552	228	3	from	from	ADP
bracis-33552	228	4	the	the	DET
bracis-33552	228	5	results	result	NOUN
bracis-33552	228	6	that	that	PRON
bracis-33552	228	7	the	the	DET
bracis-33552	228	8	ga	ga	PROPN
bracis-33552	228	9	achieved	achieve	VERB
bracis-33552	228	10	its	its	PRON
bracis-33552	228	11	highest	high	ADJ
bracis-33552	228	12	accuracy	accuracy	NOUN
bracis-33552	228	13	on	on	ADP
bracis-33552	228	14	the	the	DET
bracis-33552	228	15	coil-20	coil-20	PROPN
bracis-33552	228	16	and	and	CCONJ
bracis-33552	228	17	eth-80	eth-80	NOUN
bracis-33552	228	18	datasets	dataset	NOUN
bracis-33552	228	19	,	,	PUNCT
bracis-33552	228	20	while	while	SCONJ
bracis-33552	228	21	the	the	DET
bracis-33552	228	22	results	result	NOUN
bracis-33552	228	23	produced	produce	VERB
bracis-33552	228	24	on	on	ADP
bracis-33552	228	25	the	the	DET
bracis-33552	228	26	aloi	aloi	NOUN
bracis-33552	228	27	dataset	dataset	NOUN
bracis-33552	228	28	are	be	AUX
bracis-33552	228	29	the	the	DET
bracis-33552	228	30	lowest	low	ADJ
bracis-33552	228	31	.	.	PUNCT
bracis-33552	229	1	these	these	DET
bracis-33552	229	2	results	result	NOUN
bracis-33552	229	3	may	may	AUX
bracis-33552	229	4	indicate	indicate	VERB
bracis-33552	229	5	that	that	SCONJ
bracis-33552	229	6	our	our	PRON
bracis-33552	229	7	ga	ga	PROPN
bracis-33552	229	8	may	may	AUX
bracis-33552	229	9	benefit	benefit	VERB
bracis-33552	229	10	from	from	ADP
bracis-33552	229	11	a	a	DET
bracis-33552	229	12	larger	large	ADJ
bracis-33552	229	13	initial	initial	ADJ
bracis-33552	229	14	population	population	NOUN
bracis-33552	229	15	when	when	SCONJ
bracis-33552	229	16	more	more	ADJ
bracis-33552	229	17	complex	complex	ADJ
bracis-33552	229	18	datasets	dataset	NOUN
bracis-33552	229	19	,	,	PUNCT
bracis-33552	229	20	such	such	ADJ
bracis-33552	229	21	as	as	ADP
bracis-33552	229	22	aloi	aloi	NOUN
bracis-33552	229	23	,	,	PUNCT
bracis-33552	229	24	are	be	AUX
bracis-33552	229	25	being	be	AUX
bracis-33552	229	26	evaluated	evaluate	VERB
bracis-33552	229	27	.	.	PUNCT
bracis-33552	230	1	in	in	ADP
bracis-33552	230	2	this	this	DET
bracis-33552	230	3	experiment	experiment	NOUN
bracis-33552	230	4	,	,	PUNCT
bracis-33552	230	5	we	we	PRON
bracis-33552	230	6	present	present	VERB
bracis-33552	230	7	the	the	DET
bracis-33552	230	8	best	good	ADJ
bracis-33552	230	9	results	result	NOUN
bracis-33552	230	10	obtained	obtain	VERB
bracis-33552	230	11	from	from	ADP
bracis-33552	230	12	100	100	NUM
bracis-33552	230	13	runs	run	NOUN
bracis-33552	230	14	with	with	ADP
bracis-33552	230	15	varying	vary	VERB
bracis-33552	230	16	random	random	ADJ
bracis-33552	230	17	seeds	seed	NOUN
bracis-33552	230	18	,	,	PUNCT
bracis-33552	230	19	where	where	SCONJ
bracis-33552	230	20	each	each	DET
bracis-33552	230	21	run	run	NOUN
bracis-33552	230	22	is	be	AUX
bracis-33552	230	23	executed	execute	VERB
bracis-33552	230	24	for	for	ADP
bracis-33552	230	25	500	500	NUM
bracis-33552	230	26	iterations	iteration	NOUN
bracis-33552	230	27	.	.	PUNCT
bracis-33552	231	1	table	table	NOUN
bracis-33552	231	2	 	 	SPACE
bracis-33552	231	3	1	1	NUM
bracis-33552	231	4	also	also	ADV
bracis-33552	231	5	displays	display	VERB
bracis-33552	231	6	the	the	DET
bracis-33552	231	7	results	result	NOUN
bracis-33552	231	8	achieved	achieve	VERB
bracis-33552	231	9	by	by	ADP
bracis-33552	231	10	omsm	omsm	NOUN
bracis-33552	231	11	,	,	PUNCT
bracis-33552	231	12	gds	gds	PROPN
bracis-33552	231	13	,	,	PUNCT
bracis-33552	231	14	and	and	CCONJ
bracis-33552	231	15	the	the	DET
bracis-33552	231	16	ga	ga	PROPN
bracis-33552	231	17	on	on	ADP
bracis-33552	231	18	all	all	DET
bracis-33552	231	19	the	the	DET
bracis-33552	231	20	employed	employ	VERB
bracis-33552	231	21	datasets	dataset	NOUN
bracis-33552	231	22	.	.	PUNCT
bracis-33552	232	1	the	the	DET
bracis-33552	232	2	presented	present	VERB
bracis-33552	232	3	method	method	NOUN
bracis-33552	232	4	exhibited	exhibit	VERB
bracis-33552	232	5	the	the	DET
bracis-33552	232	6	lowest	low	ADJ
bracis-33552	232	7	accuracy	accuracy	NOUN
bracis-33552	232	8	gain	gain	NOUN
bracis-33552	232	9	on	on	ADP
bracis-33552	232	10	the	the	DET
bracis-33552	232	11	aloi	aloi	NOUN
bracis-33552	232	12	dataset	dataset	NOUN
bracis-33552	232	13	compared	compare	VERB
bracis-33552	232	14	to	to	ADP
bracis-33552	232	15	the	the	DET
bracis-33552	232	16	gain	gain	NOUN
bracis-33552	232	17	obtained	obtain	VERB
bracis-33552	232	18	on	on	ADP
bracis-33552	232	19	other	other	ADJ
bracis-33552	232	20	datasets	dataset	NOUN
bracis-33552	232	21	.	.	PUNCT
bracis-33552	233	1	this	this	PRON
bracis-33552	233	2	suggests	suggest	VERB
bracis-33552	233	3	that	that	SCONJ
bracis-33552	233	4	the	the	DET
bracis-33552	233	5	ga	ga	PROPN
bracis-33552	233	6	encountered	encounter	VERB
bracis-33552	233	7	difficulty	difficulty	NOUN
bracis-33552	233	8	when	when	SCONJ
bracis-33552	233	9	the	the	DET
bracis-33552	233	10	classification	classification	NOUN
bracis-33552	233	11	problem	problem	NOUN
bracis-33552	233	12	’s	’s	PART
bracis-33552	233	13	number	number	NOUN
bracis-33552	233	14	of	of	ADP
bracis-33552	233	15	classes	class	NOUN
bracis-33552	233	16	was	be	AUX
bracis-33552	233	17	high	high	ADJ
bracis-33552	233	18	.	.	PUNCT
bracis-33552	234	1	the	the	DET
bracis-33552	234	2	highest	high	ADJ
bracis-33552	234	3	improvement	improvement	NOUN
bracis-33552	234	4	gain	gain	NOUN
bracis-33552	234	5	was	be	AUX
bracis-33552	234	6	obtained	obtain	VERB
bracis-33552	234	7	on	on	ADP
bracis-33552	234	8	the	the	DET
bracis-33552	234	9	eth-80	eth-80	NOUN
bracis-33552	234	10	dataset	dataset	NOUN
bracis-33552	234	11	.	.	PUNCT
bracis-33552	235	1	these	these	DET
bracis-33552	235	2	results	result	NOUN
bracis-33552	235	3	may	may	AUX
bracis-33552	235	4	have	have	AUX
bracis-33552	235	5	been	be	AUX
bracis-33552	235	6	achieved	achieve	VERB
bracis-33552	235	7	because	because	SCONJ
bracis-33552	235	8	the	the	DET
bracis-33552	235	9	eth-80	eth-80	NUM
bracis-33552	235	10	is	be	AUX
bracis-33552	235	11	the	the	DET
bracis-33552	235	12	smallest	small	ADJ
bracis-33552	235	13	dataset	dataset	NOUN
bracis-33552	235	14	among	among	ADP
bracis-33552	235	15	those	those	PRON
bracis-33552	235	16	evaluated	evaluate	VERB
bracis-33552	235	17	,	,	PUNCT
bracis-33552	235	18	which	which	PRON
bracis-33552	235	19	can	can	AUX
bracis-33552	235	20	benefit	benefit	VERB
bracis-33552	235	21	all	all	DET
bracis-33552	235	22	methods	method	NOUN
bracis-33552	235	23	based	base	VERB
bracis-33552	235	24	on	on	ADP
bracis-33552	235	25	linear	linear	ADJ
bracis-33552	235	26	subspaces	subspace	NOUN
bracis-33552	235	27	.	.	PUNCT
bracis-33552	236	1	furthermore	furthermore	ADV
bracis-33552	236	2	,	,	PUNCT
bracis-33552	236	3	since	since	SCONJ
bracis-33552	236	4	the	the	DET
bracis-33552	236	5	ga	ga	PROPN
bracis-33552	236	6	does	do	AUX
bracis-33552	236	7	not	not	PART
bracis-33552	236	8	implement	implement	VERB
bracis-33552	236	9	a	a	DET
bracis-33552	236	10	regularization	regularization	NOUN
bracis-33552	236	11	technique	technique	NOUN
bracis-33552	236	12	,	,	PUNCT
bracis-33552	236	13	the	the	DET
bracis-33552	236	14	provided	provide	VERB
bracis-33552	236	15	results	result	NOUN
bracis-33552	236	16	on	on	ADP
bracis-33552	236	17	more	more	ADJ
bracis-33552	236	18	complex	complex	ADJ
bracis-33552	236	19	datasets	dataset	NOUN
bracis-33552	236	20	may	may	AUX
bracis-33552	236	21	overfit	overfit	VERB
bracis-33552	236	22	.	.	PUNCT
bracis-33552	237	1	besides	besides	SCONJ
bracis-33552	237	2	,	,	PUNCT
bracis-33552	237	3	omsm	omsm	NOUN
bracis-33552	237	4	and	and	CCONJ
bracis-33552	237	5	gds	gds	PROPN
bracis-33552	237	6	presented	present	VERB
bracis-33552	237	7	competitive	competitive	ADJ
bracis-33552	237	8	results	result	NOUN
bracis-33552	237	9	despite	despite	SCONJ
bracis-33552	237	10	implementing	implement	VERB
bracis-33552	237	11	no	no	DET
bracis-33552	237	12	optimization	optimization	NOUN
bracis-33552	237	13	approach	approach	NOUN
bracis-33552	237	14	,	,	PUNCT
bracis-33552	237	15	indicating	indicate	VERB
bracis-33552	237	16	their	their	PRON
bracis-33552	237	17	usefulness	usefulness	NOUN
bracis-33552	237	18	when	when	SCONJ
bracis-33552	237	19	optimization	optimization	NOUN
bracis-33552	237	20	is	be	AUX
bracis-33552	237	21	not	not	PART
bracis-33552	237	22	practical	practical	ADJ
bracis-33552	237	23	.	.	PUNCT
bracis-33552	238	1	4.4	4.4	NUM
bracis-33552	238	2	visualizing	visualize	VERB
bracis-33552	238	3	the	the	DET
bracis-33552	238	4	discriminative	discriminative	NOUN
bracis-33552	238	5	spaces	space	VERB
bracis-33552	238	6	this	this	DET
bracis-33552	238	7	section	section	NOUN
bracis-33552	238	8	presents	present	VERB
bracis-33552	238	9	a	a	DET
bracis-33552	238	10	visualization	visualization	NOUN
bracis-33552	238	11	of	of	ADP
bracis-33552	238	12	the	the	DET
bracis-33552	238	13	discriminative	discriminative	NOUN
bracis-33552	238	14	spaces	space	NOUN
bracis-33552	238	15	derived	derive	VERB
bracis-33552	238	16	from	from	ADP
bracis-33552	238	17	the	the	DET
bracis-33552	238	18	eth-80	eth-80	NOUN
bracis-33552	238	19	dataset	dataset	NOUN
bracis-33552	238	20	after	after	ADP
bracis-33552	238	21	training	training	NOUN
bracis-33552	238	22	.	.	PUNCT
bracis-33552	239	1	the	the	DET
bracis-33552	239	2	dimensions	dimension	NOUN
bracis-33552	239	3	of	of	ADP
bracis-33552	239	4	the	the	DET
bracis-33552	239	5	spaces	space	NOUN
bracis-33552	239	6	are	be	AUX
bracis-33552	239	7	as	as	SCONJ
bracis-33552	239	8	follows	follow	VERB
bracis-33552	239	9	:	:	PUNCT
bracis-33552	239	10	the	the	DET
bracis-33552	239	11	ga	ga	PROPN
bracis-33552	239	12	subspace	subspace	NOUN
bracis-33552	239	13	comprises	comprise	VERB
bracis-33552	239	14	196	196	NUM
bracis-33552	239	15	eigenvectors	eigenvector	NOUN
bracis-33552	239	16	,	,	PUNCT
bracis-33552	239	17	the	the	DET
bracis-33552	239	18	omsm	omsm	ADJ
bracis-33552	239	19	subspace	subspace	NOUN
bracis-33552	239	20	contains	contain	VERB
bracis-33552	239	21	83	83	NUM
bracis-33552	239	22	eigenvectors	eigenvector	NOUN
bracis-33552	239	23	,	,	PUNCT
bracis-33552	239	24	and	and	CCONJ
bracis-33552	239	25	the	the	DET
bracis-33552	239	26	gds	gds	PROPN
bracis-33552	239	27	subspace	subspace	NOUN
bracis-33552	239	28	encompasses	encompass	VERB
bracis-33552	239	29	222	222	NUM
bracis-33552	239	30	eigenvectors	eigenvector	NOUN
bracis-33552	239	31	.	.	PUNCT
bracis-33552	240	1	figures	figure	NOUN
bracis-33552	240	2	 	 	SPACE
bracis-33552	240	3	5	5	NUM
bracis-33552	240	4	,	,	PUNCT
bracis-33552	240	5	 	 	SPACE
bracis-33552	240	6	6	6	NUM
bracis-33552	240	7	and	and	CCONJ
bracis-33552	240	8	 	 	SPACE
bracis-33552	240	9	7	7	NUM
bracis-33552	240	10	display	display	NOUN
bracis-33552	240	11	the	the	DET
bracis-33552	240	12	first	first	ADJ
bracis-33552	240	13	10	10	NUM
bracis-33552	240	14	and	and	CCONJ
bracis-33552	240	15	last	last	ADJ
bracis-33552	240	16	10	10	NUM
bracis-33552	240	17	eigenvectors	eigenvector	NOUN
bracis-33552	240	18	of	of	ADP
bracis-33552	240	19	the	the	DET
bracis-33552	240	20	omsm	omsm	NOUN
bracis-33552	240	21	,	,	PUNCT
bracis-33552	240	22	gds	gds	PROPN
bracis-33552	240	23	,	,	PUNCT
bracis-33552	240	24	and	and	CCONJ
bracis-33552	240	25	ga	ga	PROPN
bracis-33552	240	26	discriminative	discriminative	NOUN
bracis-33552	240	27	spaces	space	NOUN
bracis-33552	240	28	,	,	PUNCT
bracis-33552	240	29	reshaped	reshape	VERB
bracis-33552	240	30	into	into	ADP
bracis-33552	240	31	\(15	\(15	DET
bracis-33552	240	32	\times	\times	ADP
bracis-33552	240	33	15\	15\	NUM
bracis-33552	240	34	)	)	PUNCT
bracis-33552	240	35	matrices	matrix	NOUN
bracis-33552	240	36	.	.	PUNCT
bracis-33552	241	1	upon	upon	SCONJ
bracis-33552	241	2	analyzing	analyze	VERB
bracis-33552	241	3	the	the	DET
bracis-33552	241	4	similarity	similarity	NOUN
bracis-33552	241	5	of	of	ADP
bracis-33552	241	6	eigenvectors	eigenvector	NOUN
bracis-33552	241	7	across	across	ADP
bracis-33552	241	8	these	these	DET
bracis-33552	241	9	subspaces	subspace	NOUN
bracis-33552	241	10	,	,	PUNCT
bracis-33552	241	11	we	we	PRON
bracis-33552	241	12	observe	observe	VERB
bracis-33552	241	13	no	no	DET
bracis-33552	241	14	overlap	overlap	NOUN
bracis-33552	241	15	between	between	ADP
bracis-33552	241	16	gds	gds	PROPN
bracis-33552	241	17	and	and	CCONJ
bracis-33552	241	18	omsm	omsm	NOUN
bracis-33552	241	19	,	,	PUNCT
bracis-33552	241	20	which	which	PRON
bracis-33552	241	21	implies	imply	VERB
bracis-33552	241	22	that	that	SCONJ
bracis-33552	241	23	the	the	DET
bracis-33552	241	24	two	two	NUM
bracis-33552	241	25	spaces	space	NOUN
bracis-33552	241	26	are	be	AUX
bracis-33552	241	27	capturing	capture	VERB
bracis-33552	241	28	entirely	entirely	ADV
bracis-33552	241	29	distinct	distinct	ADJ
bracis-33552	241	30	features	feature	NOUN
bracis-33552	241	31	of	of	ADP
bracis-33552	241	32	the	the	DET
bracis-33552	241	33	dataset	dataset	NOUN
bracis-33552	241	34	,	,	PUNCT
bracis-33552	241	35	confirming	confirm	VERB
bracis-33552	241	36	our	our	PRON
bracis-33552	241	37	previous	previous	ADJ
bracis-33552	241	38	hypothesis	hypothesis	NOUN
bracis-33552	241	39	regarding	regard	VERB
bracis-33552	241	40	the	the	DET
bracis-33552	241	41	complementary	complementary	ADJ
bracis-33552	241	42	nature	nature	NOUN
bracis-33552	241	43	of	of	ADP
bracis-33552	241	44	these	these	DET
bracis-33552	241	45	spaces	space	NOUN
bracis-33552	241	46	.	.	PUNCT
bracis-33552	242	1	in	in	ADP
bracis-33552	242	2	contrast	contrast	NOUN
bracis-33552	242	3	,	,	PUNCT
bracis-33552	242	4	there	there	PRON
bracis-33552	242	5	is	be	VERB
bracis-33552	242	6	a	a	DET
bracis-33552	242	7	significant	significant	ADJ
bracis-33552	242	8	overlap	overlap	NOUN
bracis-33552	242	9	between	between	ADP
bracis-33552	242	10	gds	gds	PROPN
bracis-33552	242	11	and	and	CCONJ
bracis-33552	242	12	ga	ga	PROPN
bracis-33552	242	13	,	,	PUNCT
bracis-33552	242	14	with	with	ADP
bracis-33552	242	15	163	163	NUM
bracis-33552	242	16	eigenvectors	eigenvector	NOUN
bracis-33552	242	17	being	be	AUX
bracis-33552	242	18	shared	share	VERB
bracis-33552	242	19	.	.	PUNCT
bracis-33552	243	1	this	this	PRON
bracis-33552	243	2	suggests	suggest	VERB
bracis-33552	243	3	that	that	SCONJ
bracis-33552	243	4	ga	ga	PROPN
bracis-33552	243	5	has	have	VERB
bracis-33552	243	6	a	a	DET
bracis-33552	243	7	strong	strong	ADJ
bracis-33552	243	8	affinity	affinity	NOUN
bracis-33552	243	9	with	with	ADP
bracis-33552	243	10	the	the	DET
bracis-33552	243	11	gds	gds	PROPN
bracis-33552	243	12	subspace	subspace	NOUN
bracis-33552	243	13	,	,	PUNCT
bracis-33552	243	14	potentially	potentially	ADV
bracis-33552	243	15	indicating	indicate	VERB
bracis-33552	243	16	that	that	SCONJ
bracis-33552	243	17	ga	ga	PROPN
bracis-33552	243	18	is	be	AUX
bracis-33552	243	19	preserving	preserve	VERB
bracis-33552	243	20	a	a	DET
bracis-33552	243	21	substantial	substantial	ADJ
bracis-33552	243	22	amount	amount	NOUN
bracis-33552	243	23	of	of	ADP
bracis-33552	243	24	the	the	DET
bracis-33552	243	25	detailed	detailed	ADJ
bracis-33552	243	26	features	feature	NOUN
bracis-33552	243	27	captured	capture	VERB
bracis-33552	243	28	by	by	ADP
bracis-33552	243	29	gds	gds	PROPN
bracis-33552	243	30	.	.	PUNCT
bracis-33552	244	1	furthermore	furthermore	ADV
bracis-33552	244	2	,	,	PUNCT
bracis-33552	244	3	ga	ga	PROPN
bracis-33552	244	4	discriminative	discriminative	NOUN
bracis-33552	244	5	space	space	NOUN
bracis-33552	244	6	shares	share	VERB
bracis-33552	244	7	33	33	NUM
bracis-33552	244	8	eigenvectors	eigenvector	NOUN
bracis-33552	244	9	with	with	ADP
bracis-33552	244	10	omsm	omsm	NOUN
bracis-33552	244	11	,	,	PUNCT
bracis-33552	244	12	which	which	PRON
bracis-33552	244	13	,	,	PUNCT
bracis-33552	244	14	although	although	SCONJ
bracis-33552	244	15	fewer	few	ADJ
bracis-33552	244	16	in	in	ADP
bracis-33552	244	17	number	number	NOUN
bracis-33552	244	18	,	,	PUNCT
bracis-33552	244	19	is	be	AUX
bracis-33552	244	20	a	a	DET
bracis-33552	244	21	significant	significant	ADJ
bracis-33552	244	22	share	share	NOUN
bracis-33552	244	23	considering	consider	VERB
bracis-33552	244	24	the	the	DET
bracis-33552	244	25	omsm	omsm	NOUN
bracis-33552	244	26	’s	’s	PART
bracis-33552	244	27	dimension	dimension	NOUN
bracis-33552	244	28	.	.	PUNCT
bracis-33552	245	1	the	the	DET
bracis-33552	245	2	omsm	omsm	ADJ
bracis-33552	245	3	subspace	subspace	NOUN
bracis-33552	245	4	,	,	PUNCT
bracis-33552	245	5	being	be	AUX
bracis-33552	245	6	more	more	ADV
bracis-33552	245	7	compact	compact	ADJ
bracis-33552	245	8	,	,	PUNCT
bracis-33552	245	9	may	may	AUX
bracis-33552	245	10	focus	focus	VERB
bracis-33552	245	11	on	on	ADP
bracis-33552	245	12	the	the	DET
bracis-33552	245	13	most	most	ADV
bracis-33552	245	14	salient	salient	ADJ
bracis-33552	245	15	features	feature	NOUN
bracis-33552	245	16	of	of	ADP
bracis-33552	245	17	the	the	DET
bracis-33552	245	18	dataset	dataset	NOUN
bracis-33552	245	19	,	,	PUNCT
bracis-33552	245	20	which	which	PRON
bracis-33552	245	21	are	be	AUX
bracis-33552	245	22	sufficiently	sufficiently	ADV
bracis-33552	245	23	representative	representative	ADJ
bracis-33552	245	24	of	of	ADP
bracis-33552	245	25	the	the	DET
bracis-33552	245	26	specific	specific	ADJ
bracis-33552	245	27	discriminative	discriminative	NOUN
bracis-33552	245	28	tasks	task	NOUN
bracis-33552	245	29	it	it	PRON
bracis-33552	245	30	’s	’s	AUX
bracis-33552	245	31	designed	design	VERB
bracis-33552	245	32	for	for	ADP
bracis-33552	245	33	.	.	PUNCT
bracis-33552	246	1	on	on	ADP
bracis-33552	246	2	the	the	DET
bracis-33552	246	3	other	other	ADJ
bracis-33552	246	4	hand	hand	NOUN
bracis-33552	246	5	,	,	PUNCT
bracis-33552	246	6	the	the	DET
bracis-33552	246	7	gds	gds	PROPN
bracis-33552	246	8	subspace	subspace	PROPN
bracis-33552	246	9	,	,	PUNCT
bracis-33552	246	10	with	with	ADP
bracis-33552	246	11	its	its	PRON
bracis-33552	246	12	larger	large	ADJ
bracis-33552	246	13	number	number	NOUN
bracis-33552	246	14	of	of	ADP
bracis-33552	246	15	eigenvectors	eigenvector	NOUN
bracis-33552	246	16	,	,	PUNCT
bracis-33552	246	17	is	be	AUX
bracis-33552	246	18	likely	likely	ADJ
bracis-33552	246	19	to	to	PART
bracis-33552	246	20	preserve	preserve	VERB
bracis-33552	246	21	more	more	ADV
bracis-33552	246	22	intricate	intricate	ADJ
bracis-33552	246	23	details	detail	NOUN
bracis-33552	246	24	of	of	ADP
bracis-33552	246	25	the	the	DET
bracis-33552	246	26	data	datum	NOUN
bracis-33552	246	27	,	,	PUNCT
bracis-33552	246	28	which	which	PRON
bracis-33552	246	29	could	could	AUX
bracis-33552	246	30	be	be	AUX
bracis-33552	246	31	advantageous	advantageous	ADJ
bracis-33552	246	32	for	for	ADP
bracis-33552	246	33	tasks	task	NOUN
bracis-33552	246	34	requiring	require	VERB
bracis-33552	246	35	a	a	DET
bracis-33552	246	36	high	high	ADJ
bracis-33552	246	37	level	level	NOUN
bracis-33552	246	38	of	of	ADP
bracis-33552	246	39	granularity	granularity	NOUN
bracis-33552	246	40	.	.	PUNCT
bracis-33552	247	1	the	the	DET
bracis-33552	247	2	ga	ga	PROPN
bracis-33552	247	3	subspace	subspace	PROPN
bracis-33552	247	4	’s	’s	PART
bracis-33552	247	5	ability	ability	NOUN
bracis-33552	247	6	to	to	PART
bracis-33552	247	7	share	share	VERB
bracis-33552	247	8	eigenvectors	eigenvector	NOUN
bracis-33552	247	9	with	with	ADP
bracis-33552	247	10	both	both	DET
bracis-33552	247	11	omsm	omsm	NOUN
bracis-33552	247	12	and	and	CCONJ
bracis-33552	247	13	gds	gds	PROPN
bracis-33552	247	14	indicates	indicate	VERB
bracis-33552	247	15	its	its	PRON
bracis-33552	247	16	capability	capability	NOUN
bracis-33552	247	17	to	to	PART
bracis-33552	247	18	exploit	exploit	VERB
bracis-33552	247	19	both	both	CCONJ
bracis-33552	247	20	the	the	DET
bracis-33552	247	21	compact	compact	ADJ
bracis-33552	247	22	,	,	PUNCT
bracis-33552	247	23	representative	representative	ADJ
bracis-33552	247	24	nature	nature	NOUN
bracis-33552	247	25	of	of	ADP
bracis-33552	247	26	omsm	omsm	NOUN
bracis-33552	247	27	and	and	CCONJ
bracis-33552	247	28	the	the	DET
bracis-33552	247	29	detailed	detailed	ADJ
bracis-33552	247	30	,	,	PUNCT
bracis-33552	247	31	nuanced	nuanced	ADJ
bracis-33552	247	32	capture	capture	NOUN
bracis-33552	247	33	of	of	ADP
bracis-33552	247	34	gds	gds	PROPN
bracis-33552	247	35	.	.	PUNCT
bracis-33552	248	1	in	in	ADP
bracis-33552	248	2	quantitative	quantitative	ADJ
bracis-33552	248	3	terms	term	NOUN
bracis-33552	248	4	,	,	PUNCT
bracis-33552	248	5	ga	ga	PROPN
bracis-33552	248	6	incorporates	incorporate	VERB
bracis-33552	248	7	approximately	approximately	ADV
bracis-33552	248	8	83.16	83.16	NUM
bracis-33552	248	9	%	%	NOUN
bracis-33552	248	10	of	of	ADP
bracis-33552	248	11	gds	gds	PROPN
bracis-33552	248	12	and	and	CCONJ
bracis-33552	248	13	39.75	39.75	NUM
bracis-33552	248	14	%	%	NOUN
bracis-33552	248	15	of	of	ADP
bracis-33552	248	16	omsm	omsm	ADJ
bracis-33552	248	17	eigenvectors	eigenvector	NOUN
bracis-33552	248	18	,	,	PUNCT
bracis-33552	248	19	reflecting	reflect	VERB
bracis-33552	248	20	its	its	PRON
bracis-33552	248	21	comprehensive	comprehensive	ADJ
bracis-33552	248	22	nature	nature	NOUN
bracis-33552	248	23	in	in	ADP
bracis-33552	248	24	encapsulating	encapsulate	VERB
bracis-33552	248	25	the	the	DET
bracis-33552	248	26	diversity	diversity	NOUN
bracis-33552	248	27	of	of	ADP
bracis-33552	248	28	features	feature	NOUN
bracis-33552	248	29	within	within	ADP
bracis-33552	248	30	the	the	DET
bracis-33552	248	31	dataset	dataset	NOUN
bracis-33552	248	32	.	.	PUNCT
bracis-33552	249	1	this	this	PRON
bracis-33552	249	2	makes	make	VERB
bracis-33552	249	3	the	the	DET
bracis-33552	249	4	ga	ga	PROPN
bracis-33552	249	5	subspace	subspace	NOUN
bracis-33552	249	6	potentially	potentially	ADV
bracis-33552	249	7	versatile	versatile	ADJ
bracis-33552	249	8	and	and	CCONJ
bracis-33552	249	9	suitable	suitable	ADJ
bracis-33552	249	10	for	for	ADP
bracis-33552	249	11	a	a	DET
bracis-33552	249	12	wide	wide	ADJ
bracis-33552	249	13	range	range	NOUN
bracis-33552	249	14	of	of	ADP
bracis-33552	249	15	applications	application	NOUN
bracis-33552	249	16	that	that	PRON
bracis-33552	249	17	may	may	AUX
bracis-33552	249	18	require	require	VERB
bracis-33552	249	19	either	either	CCONJ
bracis-33552	249	20	a	a	DET
bracis-33552	249	21	broad	broad	ADJ
bracis-33552	249	22	overview	overview	NOUN
bracis-33552	249	23	or	or	CCONJ
bracis-33552	249	24	a	a	DET
bracis-33552	249	25	detailed	detailed	ADJ
bracis-33552	249	26	analysis	analysis	NOUN
bracis-33552	249	27	of	of	ADP
bracis-33552	249	28	the	the	DET
bracis-33552	249	29	data	data	NOUN
bracis-33552	249	30	’s	’s	PART
bracis-33552	249	31	characteristics	characteristic	NOUN
bracis-33552	249	32	.	.	PUNCT
bracis-33552	250	1	fig	fig	NOUN
bracis-33552	250	2	.	.	PUNCT
bracis-33552	251	1	5	5	X
bracis-33552	251	2	.	.	X
bracis-33552	251	3	eigenvector	eigenvector	NOUN
bracis-33552	251	4	visualization	visualization	NOUN
bracis-33552	251	5	of	of	ADP
bracis-33552	251	6	the	the	DET
bracis-33552	251	7	omsm	omsm	ADJ
bracis-33552	251	8	subspace	subspace	NOUN
bracis-33552	251	9	.	.	PUNCT
bracis-33552	252	1	full	full	ADJ
bracis-33552	252	2	size	size	NOUN
bracis-33552	252	3	image	image	NOUN
bracis-33552	252	4	fig	fig	NOUN
bracis-33552	252	5	.	.	PUNCT
bracis-33552	253	1	6	6	X
bracis-33552	253	2	.	.	X
bracis-33552	253	3	eigenvector	eigenvector	NOUN
bracis-33552	253	4	visualization	visualization	NOUN
bracis-33552	253	5	of	of	ADP
bracis-33552	253	6	the	the	DET
bracis-33552	253	7	gds	gds	PROPN
bracis-33552	253	8	subspace	subspace	PROPN
bracis-33552	253	9	.	.	PUNCT
bracis-33552	254	1	full	full	ADJ
bracis-33552	254	2	size	size	NOUN
bracis-33552	254	3	image	image	NOUN
bracis-33552	254	4	fig	fig	NOUN
bracis-33552	254	5	.	.	PUNCT
bracis-33552	255	1	7	7	X
bracis-33552	255	2	.	.	X
bracis-33552	255	3	eigenvector	eigenvector	NOUN
bracis-33552	255	4	visualization	visualization	NOUN
bracis-33552	255	5	of	of	ADP
bracis-33552	255	6	the	the	DET
bracis-33552	255	7	ga	ga	PROPN
bracis-33552	255	8	subspace	subspace	NOUN
bracis-33552	255	9	.	.	PUNCT
bracis-33552	256	1	full	full	ADJ
bracis-33552	256	2	size	size	NOUN
bracis-33552	256	3	image	image	NOUN
bracis-33552	256	4	in	in	ADP
bracis-33552	256	5	this	this	DET
bracis-33552	256	6	section	section	NOUN
bracis-33552	256	7	,	,	PUNCT
bracis-33552	256	8	we	we	PRON
bracis-33552	256	9	evaluated	evaluate	VERB
bracis-33552	256	10	our	our	PRON
bracis-33552	256	11	proposed	propose	VERB
bracis-33552	256	12	optimization	optimization	NOUN
bracis-33552	256	13	approach	approach	NOUN
bracis-33552	256	14	regarding	regard	VERB
bracis-33552	256	15	the	the	DET
bracis-33552	256	16	initialization	initialization	NOUN
bracis-33552	256	17	strategy	strategy	NOUN
bracis-33552	256	18	,	,	PUNCT
bracis-33552	256	19	its	its	PRON
bracis-33552	256	20	distance	distance	NOUN
bracis-33552	256	21	matrix	matrix	NOUN
bracis-33552	256	22	,	,	PUNCT
bracis-33552	256	23	accuracy	accuracy	NOUN
bracis-33552	256	24	on	on	ADP
bracis-33552	256	25	various	various	ADJ
bracis-33552	256	26	datasets	dataset	NOUN
bracis-33552	256	27	,	,	PUNCT
bracis-33552	256	28	and	and	CCONJ
bracis-33552	256	29	the	the	DET
bracis-33552	256	30	visual	visual	ADJ
bracis-33552	256	31	characteristics	characteristic	NOUN
bracis-33552	256	32	of	of	ADP
bracis-33552	256	33	the	the	DET
bracis-33552	256	34	eigenvectors	eigenvector	NOUN
bracis-33552	256	35	.	.	PUNCT
bracis-33552	257	1	we	we	PRON
bracis-33552	257	2	can	can	AUX
bracis-33552	257	3	describe	describe	VERB
bracis-33552	257	4	two	two	NUM
bracis-33552	257	5	main	main	ADJ
bracis-33552	257	6	findings	finding	NOUN
bracis-33552	257	7	from	from	ADP
bracis-33552	257	8	the	the	DET
bracis-33552	257	9	obtained	obtain	VERB
bracis-33552	257	10	results	result	NOUN
bracis-33552	257	11	:	:	PUNCT
bracis-33552	257	12	1	1	X
bracis-33552	257	13	)	)	PUNCT
bracis-33552	257	14	the	the	DET
bracis-33552	257	15	employed	employ	VERB
bracis-33552	257	16	initialization	initialization	NOUN
bracis-33552	257	17	strategy	strategy	NOUN
bracis-33552	257	18	frequently	frequently	ADV
bracis-33552	257	19	shows	show	VERB
bracis-33552	257	20	advantages	advantage	NOUN
bracis-33552	257	21	over	over	ADP
bracis-33552	257	22	conventional	conventional	ADJ
bracis-33552	257	23	methods	method	NOUN
bracis-33552	257	24	,	,	PUNCT
bracis-33552	257	25	suggesting	suggest	VERB
bracis-33552	257	26	that	that	SCONJ
bracis-33552	257	27	the	the	DET
bracis-33552	257	28	proper	proper	ADJ
bracis-33552	257	29	use	use	NOUN
bracis-33552	257	30	of	of	ADP
bracis-33552	257	31	omsm	omsm	NOUN
bracis-33552	257	32	and	and	CCONJ
bracis-33552	257	33	gds	gds	PROPN
bracis-33552	257	34	discriminative	discriminative	NOUN
bracis-33552	257	35	subspaces	subspace	NOUN
bracis-33552	257	36	improves	improve	VERB
bracis-33552	257	37	the	the	DET
bracis-33552	257	38	classification	classification	NOUN
bracis-33552	257	39	accuracy	accuracy	NOUN
bracis-33552	257	40	;	;	PUNCT
bracis-33552	257	41	2	2	X
bracis-33552	257	42	)	)	PUNCT
bracis-33552	257	43	the	the	DET
bracis-33552	257	44	ga	ga	PROPN
bracis-33552	257	45	presents	present	VERB
bracis-33552	257	46	discriminative	discriminative	NOUN
bracis-33552	257	47	subspaces	subspace	NOUN
bracis-33552	257	48	capable	capable	ADJ
bracis-33552	257	49	of	of	ADP
bracis-33552	257	50	achieving	achieve	VERB
bracis-33552	257	51	even	even	ADV
bracis-33552	257	52	higher	high	ADJ
bracis-33552	257	53	classification	classification	NOUN
bracis-33552	257	54	results	result	NOUN
bracis-33552	257	55	by	by	ADP
bracis-33552	257	56	iteratively	iteratively	ADV
bracis-33552	257	57	selecting	select	VERB
bracis-33552	257	58	merged	merged	ADJ
bracis-33552	257	59	subspaces	subspace	NOUN
bracis-33552	257	60	of	of	ADP
bracis-33552	257	61	random	random	ADJ
bracis-33552	257	62	dimensions	dimension	NOUN
bracis-33552	257	63	.	.	PUNCT
bracis-33552	258	1	these	these	DET
bracis-33552	258	2	findings	finding	NOUN
bracis-33552	258	3	not	not	PART
bracis-33552	258	4	only	only	ADV
bracis-33552	258	5	validate	validate	VERB
bracis-33552	258	6	the	the	DET
bracis-33552	258	7	robustness	robustness	NOUN
bracis-33552	258	8	of	of	ADP
bracis-33552	258	9	our	our	PRON
bracis-33552	258	10	proposed	propose	VERB
bracis-33552	258	11	approach	approach	NOUN
bracis-33552	258	12	but	but	CCONJ
bracis-33552	258	13	also	also	ADV
bracis-33552	258	14	highlight	highlight	VERB
bracis-33552	258	15	the	the	DET
bracis-33552	258	16	potential	potential	NOUN
bracis-33552	258	17	of	of	ADP
bracis-33552	258	18	combining	combine	VERB
bracis-33552	258	19	discriminative	discriminative	NOUN
bracis-33552	258	20	spaces	space	NOUN
bracis-33552	258	21	to	to	PART
bracis-33552	258	22	achieve	achieve	VERB
bracis-33552	258	23	superior	superior	ADJ
bracis-33552	258	24	performance	performance	NOUN
bracis-33552	258	25	in	in	ADP
bracis-33552	258	26	classification	classification	NOUN
bracis-33552	258	27	tasks	task	NOUN
bracis-33552	258	28	.	.	PUNCT
bracis-33552	259	1	5	5	NUM
bracis-33552	259	2	final	final	ADJ
bracis-33552	259	3	remarks	remark	NOUN
bracis-33552	259	4	and	and	CCONJ
bracis-33552	259	5	future	future	ADJ
bracis-33552	259	6	directions	direction	NOUN
bracis-33552	259	7	this	this	DET
bracis-33552	259	8	paper	paper	NOUN
bracis-33552	259	9	presents	present	VERB
bracis-33552	259	10	a	a	DET
bracis-33552	259	11	genetic	genetic	ADJ
bracis-33552	259	12	algorithm	algorithm	NOUN
bracis-33552	259	13	(	(	PUNCT
bracis-33552	259	14	ga	ga	NOUN
bracis-33552	259	15	)	)	PUNCT
bracis-33552	259	16	for	for	ADP
bracis-33552	259	17	optimizing	optimize	VERB
bracis-33552	259	18	discriminative	discriminative	NOUN
bracis-33552	259	19	subspaces	subspace	NOUN
bracis-33552	259	20	to	to	PART
bracis-33552	259	21	enhance	enhance	VERB
bracis-33552	259	22	feature	feature	NOUN
bracis-33552	259	23	extraction	extraction	NOUN
bracis-33552	259	24	in	in	ADP
bracis-33552	259	25	object	object	NOUN
bracis-33552	259	26	classification	classification	NOUN
bracis-33552	259	27	,	,	PUNCT
bracis-33552	259	28	utilizing	utilize	VERB
bracis-33552	259	29	evolution	evolution	NOUN
bracis-33552	259	30	strategy	strategy	NOUN
bracis-33552	259	31	(	(	PUNCT
bracis-33552	259	32	es	es	NOUN
bracis-33552	259	33	)	)	PUNCT
bracis-33552	259	34	principles	principle	NOUN
bracis-33552	259	35	.	.	PUNCT
bracis-33552	260	1	the	the	DET
bracis-33552	260	2	ga	ga	PROPN
bracis-33552	260	3	employs	employ	VERB
bracis-33552	260	4	initial	initial	ADJ
bracis-33552	260	5	population	population	NOUN
bracis-33552	260	6	generation	generation	NOUN
bracis-33552	260	7	,	,	PUNCT
bracis-33552	260	8	evaluation	evaluation	NOUN
bracis-33552	260	9	,	,	PUNCT
bracis-33552	260	10	and	and	CCONJ
bracis-33552	260	11	selection	selection	NOUN
bracis-33552	260	12	,	,	PUNCT
bracis-33552	260	13	using	use	VERB
bracis-33552	260	14	the	the	DET
bracis-33552	260	15	fisher	fisher	PROPN
bracis-33552	260	16	score	score	NOUN
bracis-33552	260	17	for	for	ADP
bracis-33552	260	18	fitness	fitness	NOUN
bracis-33552	260	19	assessment	assessment	NOUN
bracis-33552	260	20	.	.	PUNCT
bracis-33552	261	1	crossovers	crossover	NOUN
bracis-33552	261	2	among	among	ADP
bracis-33552	261	3	randomly	randomly	ADV
bracis-33552	261	4	selected	select	VERB
bracis-33552	261	5	elements	element	NOUN
bracis-33552	261	6	create	create	VERB
bracis-33552	261	7	new	new	ADJ
bracis-33552	261	8	populations	population	NOUN
bracis-33552	261	9	,	,	PUNCT
bracis-33552	261	10	refining	refining	NOUN
bracis-33552	261	11	solutions	solution	NOUN
bracis-33552	261	12	with	with	ADP
bracis-33552	261	13	each	each	DET
bracis-33552	261	14	iteration	iteration	NOUN
bracis-33552	261	15	based	base	VERB
bracis-33552	261	16	on	on	ADP
bracis-33552	261	17	fisher	fisher	PROPN
bracis-33552	261	18	scores	score	NOUN
bracis-33552	261	19	.	.	PUNCT
bracis-33552	262	1	evaluated	evaluate	VERB
bracis-33552	262	2	on	on	ADP
bracis-33552	262	3	object	object	NOUN
bracis-33552	262	4	recognition	recognition	NOUN
bracis-33552	262	5	tasks	task	NOUN
bracis-33552	262	6	,	,	PUNCT
bracis-33552	262	7	the	the	DET
bracis-33552	262	8	method	method	NOUN
bracis-33552	262	9	demonstrates	demonstrate	VERB
bracis-33552	262	10	high	high	ADJ
bracis-33552	262	11	classification	classification	NOUN
bracis-33552	262	12	performance	performance	NOUN
bracis-33552	262	13	across	across	ADP
bracis-33552	262	14	various	various	ADJ
bracis-33552	262	15	datasets	dataset	NOUN
bracis-33552	262	16	,	,	PUNCT
bracis-33552	262	17	effectively	effectively	ADV
bracis-33552	262	18	capturing	capture	VERB
bracis-33552	262	19	high	high	ADJ
bracis-33552	262	20	-	-	PUNCT
bracis-33552	262	21	dimensional	dimensional	ADJ
bracis-33552	262	22	data	datum	NOUN
bracis-33552	262	23	and	and	CCONJ
bracis-33552	262	24	uncovering	uncover	VERB
bracis-33552	262	25	subspace	subspace	NOUN
bracis-33552	262	26	structures	structure	NOUN
bracis-33552	262	27	.	.	PUNCT
bracis-33552	263	1	future	future	ADJ
bracis-33552	263	2	directions	direction	NOUN
bracis-33552	263	3	include	include	VERB
bracis-33552	263	4	advanced	advanced	ADJ
bracis-33552	263	5	evaluation	evaluation	NOUN
bracis-33552	263	6	methods	method	NOUN
bracis-33552	263	7	and	and	CCONJ
bracis-33552	263	8	exploring	explore	VERB
bracis-33552	263	9	kernel	kernel	NOUN
bracis-33552	263	10	approaches	approach	NOUN
bracis-33552	263	11	for	for	ADP
bracis-33552	263	12	nonlinear	nonlinear	ADJ
bracis-33552	263	13	data	datum	NOUN
bracis-33552	263	14	distributions	distribution	NOUN
bracis-33552	263	15	.	.	PUNCT
bracis-33552	264	1	our	our	PRON
bracis-33552	264	2	solutions	solution	NOUN
bracis-33552	264	3	are	be	AUX
bracis-33552	264	4	applicable	applicable	ADJ
bracis-33552	264	5	in	in	ADP
bracis-33552	264	6	gesture	gesture	NOUN
bracis-33552	264	7	and	and	CCONJ
bracis-33552	264	8	action	action	NOUN
bracis-33552	264	9	recognition	recognition	NOUN
bracis-33552	264	10	,	,	PUNCT
bracis-33552	264	11	adapting	adapt	VERB
bracis-33552	264	12	to	to	ADP
bracis-33552	264	13	tasks	task	NOUN
bracis-33552	264	14	using	use	VERB
bracis-33552	264	15	basis	basis	NOUN
bracis-33552	264	16	vectors	vector	NOUN
bracis-33552	264	17	for	for	ADP
bracis-33552	264	18	data	data	NOUN
bracis-33552	264	19	representation	representation	NOUN
bracis-33552	264	20	,	,	PUNCT
bracis-33552	264	21	suitable	suitable	ADJ
bracis-33552	264	22	for	for	ADP
bracis-33552	264	23	subspaces	subspace	NOUN
bracis-33552	264	24	of	of	ADP
bracis-33552	264	25	any	any	DET
bracis-33552	264	26	pattern	pattern	NOUN
bracis-33552	264	27	-	-	PUNCT
bracis-33552	264	28	set	set	VERB
bracis-33552	264	29	nature	nature	NOUN
bracis-33552	264	30	.	.	PUNCT
bracis-33552	265	1	we	we	PRON
bracis-33552	265	2	also	also	ADV
bracis-33552	265	3	plan	plan	VERB
bracis-33552	265	4	to	to	PART
bracis-33552	265	5	develop	develop	VERB
bracis-33552	265	6	mutation	mutation	NOUN
bracis-33552	265	7	techniques	technique	NOUN
bracis-33552	265	8	for	for	ADP
bracis-33552	265	9	subspaces	subspace	NOUN
bracis-33552	265	10	to	to	PART
bracis-33552	265	11	further	far	ADV
bracis-33552	265	12	improve	improve	VERB
bracis-33552	265	13	ga	ga	NOUN
bracis-33552	265	14	performance	performance	NOUN
bracis-33552	265	15	and	and	CCONJ
bracis-33552	265	16	explore	explore	VERB
bracis-33552	265	17	additional	additional	ADJ
bracis-33552	265	18	metaheuristics	metaheuristic	NOUN
bracis-33552	265	19	for	for	ADP
bracis-33552	265	20	pattern	pattern	NOUN
bracis-33552	265	21	set	set	VERB
bracis-33552	265	22	optimization	optimization	NOUN
bracis-33552	265	23	problems	problem	NOUN
bracis-33552	265	24	.	.	PUNCT
bracis-33552	266	1	references	reference	NOUN
bracis-33552	266	2	chen	chen	PROPN
bracis-33552	266	3	,	,	PUNCT
bracis-33552	266	4	z.	z.	PROPN
bracis-33552	266	5	,	,	PUNCT
bracis-33552	266	6	xu	xu	PROPN
bracis-33552	266	7	,	,	PUNCT
bracis-33552	266	8	t.	t.	PROPN
bracis-33552	266	9	,	,	PUNCT
bracis-33552	266	10	wu	wu	PROPN
bracis-33552	266	11	,	,	PUNCT
bracis-33552	266	12	x.j	x.j	PROPN
bracis-33552	266	13	.	.	PROPN
bracis-33552	266	14	,	,	PUNCT
bracis-33552	266	15	wang	wang	PROPN
bracis-33552	266	16	,	,	PUNCT
bracis-33552	266	17	r.	r.	PROPN
bracis-33552	266	18	,	,	PUNCT
bracis-33552	266	19	kittler	kittler	PROPN
bracis-33552	266	20	,	,	PUNCT
bracis-33552	266	21	j.	j.	PROPN
bracis-33552	266	22	:	:	PUNCT
bracis-33552	266	23	hybrid	hybrid	ADJ
bracis-33552	266	24	riemannian	riemannian	ADJ
bracis-33552	266	25	graph	graph	NOUN
bracis-33552	266	26	-	-	PUNCT
bracis-33552	266	27	embedding	embed	VERB
bracis-33552	266	28	metric	metric	ADJ
bracis-33552	266	29	learning	learning	NOUN
bracis-33552	266	30	for	for	ADP
bracis-33552	266	31	image	image	NOUN
bracis-33552	266	32	set	set	VERB
bracis-33552	266	33	classification	classification	NOUN
bracis-33552	266	34	.	.	PUNCT
bracis-33552	267	1	ieee	ieee	NOUN
bracis-33552	267	2	transactions	transaction	NOUN
bracis-33552	267	3	on	on	ADP
bracis-33552	267	4	big	big	ADJ
bracis-33552	267	5	data	datum	NOUN
bracis-33552	267	6	(	(	PUNCT
bracis-33552	267	7	2021	2021	NUM
bracis-33552	267	8	)	)	PUNCT
bracis-33552	267	9	google	google	NOUN
bracis-33552	267	10	scholar	scholar	NOUN
bracis-33552	267	11	  	  	SPACE
bracis-33552	267	12	daham	daham	NOUN
bracis-33552	267	13	,	,	PUNCT
bracis-33552	267	14	h.a	h.a	PROPN
bracis-33552	267	15	.	.	PROPN
bracis-33552	267	16	,	,	PUNCT
bracis-33552	267	17	mohammed	mohammed	PROPN
bracis-33552	267	18	,	,	PUNCT
bracis-33552	267	19	h.j	h.j	PROPN
bracis-33552	267	20	.	.	PROPN
bracis-33552	267	21	:	:	PUNCT
bracis-33552	268	1	an	an	DET
bracis-33552	268	2	evolutionary	evolutionary	ADJ
bracis-33552	268	3	algorithm	algorithm	NOUN
bracis-33552	268	4	approach	approach	NOUN
bracis-33552	268	5	for	for	ADP
bracis-33552	268	6	vehicle	vehicle	NOUN
bracis-33552	268	7	routing	routing	NOUN
bracis-33552	268	8	problems	problem	NOUN
bracis-33552	268	9	with	with	ADP
bracis-33552	268	10	backhauls	backhaul	NOUN
bracis-33552	268	11	.	.	PUNCT
bracis-33552	269	1	materials	material	NOUN
bracis-33552	269	2	today	today	NOUN
bracis-33552	269	3	:	:	PUNCT
bracis-33552	269	4	proceedings	proceeding	NOUN
bracis-33552	269	5	(	(	PUNCT
bracis-33552	269	6	2021	2021	NUM
bracis-33552	269	7	)	)	PUNCT
bracis-33552	269	8	google	google	NOUN
bracis-33552	269	9	scholar	scholar	NOUN
bracis-33552	269	10	  	  	SPACE
bracis-33552	269	11	eltaeib	eltaeib	NOUN
bracis-33552	269	12	,	,	PUNCT
bracis-33552	269	13	t.	t.	PROPN
bracis-33552	269	14	,	,	PUNCT
bracis-33552	269	15	mahmood	mahmood	PROPN
bracis-33552	269	16	,	,	PUNCT
bracis-33552	269	17	a.	a.	NOUN
bracis-33552	269	18	:	:	PUNCT
bracis-33552	269	19	differential	differential	ADJ
bracis-33552	269	20	evolution	evolution	NOUN
bracis-33552	269	21	:	:	PUNCT
bracis-33552	269	22	a	a	DET
bracis-33552	269	23	survey	survey	NOUN
bracis-33552	269	24	and	and	CCONJ
bracis-33552	269	25	analysis	analysis	NOUN
bracis-33552	269	26	.	.	PUNCT
bracis-33552	270	1	appl	appl	PROPN
bracis-33552	270	2	.	.	PUNCT
bracis-33552	271	1	sci	sci	PROPN
bracis-33552	271	2	.	.	PROPN
bracis-33552	271	3	8(10	8(10	NUM
bracis-33552	271	4	)	)	PUNCT
bracis-33552	271	5	,	,	PUNCT
bracis-33552	271	6	1945	1945	NUM
bracis-33552	271	7	(	(	PUNCT
bracis-33552	271	8	2018	2018	NUM
bracis-33552	271	9	)	)	PUNCT
bracis-33552	271	10	article	article	NOUN
bracis-33552	271	11	  	  	SPACE
bracis-33552	271	12	math	math	NOUN
bracis-33552	271	13	  	  	SPACE
bracis-33552	271	14	google	google	PROPN
bracis-33552	271	15	scholar	scholar	NOUN
bracis-33552	271	16	  	  	SPACE
bracis-33552	271	17	fukui	fukui	PROPN
bracis-33552	271	18	,	,	PUNCT
bracis-33552	271	19	k.	k.	PROPN
bracis-33552	271	20	,	,	PUNCT
bracis-33552	271	21	maki	maki	PROPN
bracis-33552	271	22	,	,	PUNCT
bracis-33552	271	23	a.	a.	NOUN
bracis-33552	271	24	:	:	PUNCT
bracis-33552	271	25	difference	difference	NOUN
bracis-33552	271	26	subspace	subspace	NOUN
bracis-33552	271	27	and	and	CCONJ
bracis-33552	271	28	its	its	PRON
bracis-33552	271	29	generalization	generalization	NOUN
bracis-33552	271	30	for	for	ADP
bracis-33552	271	31	subspace	subspace	NOUN
bracis-33552	271	32	-	-	PUNCT
bracis-33552	271	33	based	base	VERB
bracis-33552	271	34	methods	method	NOUN
bracis-33552	271	35	.	.	PUNCT
bracis-33552	272	1	ieee	ieee	PROPN
bracis-33552	272	2	trans	trans	PROPN
bracis-33552	272	3	.	.	PUNCT
bracis-33552	272	4	pattern	pattern	PROPN
bracis-33552	272	5	anal	anal	PROPN
bracis-33552	272	6	.	.	PUNCT
bracis-33552	273	1	mach	mach	PROPN
bracis-33552	273	2	.	.	PUNCT
bracis-33552	274	1	intell	intell	PROPN
bracis-33552	274	2	.	.	PUNCT
bracis-33552	275	1	37(11	37(11	NUM
bracis-33552	275	2	)	)	PUNCT
bracis-33552	275	3	,	,	PUNCT
bracis-33552	275	4	2164–2177	2164–2177	NUM
bracis-33552	275	5	(	(	PUNCT
bracis-33552	275	6	2015	2015	NUM
bracis-33552	275	7	)	)	PUNCT
bracis-33552	275	8	article	article	NOUN
bracis-33552	275	9	  	  	SPACE
bracis-33552	275	10	math	math	NOUN
bracis-33552	275	11	  	  	SPACE
bracis-33552	275	12	google	google	PROPN
bracis-33552	275	13	scholar	scholar	NOUN
bracis-33552	275	14	  	  	SPACE
bracis-33552	275	15	fukui	fukui	PROPN
bracis-33552	275	16	,	,	PUNCT
bracis-33552	275	17	k.	k.	PROPN
bracis-33552	275	18	,	,	PUNCT
bracis-33552	275	19	yamaguchi	yamaguchi	PROPN
bracis-33552	275	20	,	,	PUNCT
bracis-33552	275	21	o.	o.	PROPN
bracis-33552	275	22	:	:	PUNCT
bracis-33552	275	23	the	the	DET
bracis-33552	275	24	kernel	kernel	PROPN
bracis-33552	275	25	orthogonal	orthogonal	PROPN
bracis-33552	275	26	mutual	mutual	ADJ
bracis-33552	275	27	subspace	subspace	NOUN
bracis-33552	275	28	method	method	NOUN
bracis-33552	275	29	and	and	CCONJ
bracis-33552	275	30	its	its	PRON
bracis-33552	275	31	application	application	NOUN
bracis-33552	275	32	to	to	ADP
bracis-33552	275	33	3d	3d	NUM
bracis-33552	275	34	object	object	NOUN
bracis-33552	275	35	recognition	recognition	NOUN
bracis-33552	275	36	.	.	PUNCT
bracis-33552	276	1	in	in	ADP
bracis-33552	276	2	:	:	PUNCT
bracis-33552	276	3	asian	asian	ADJ
bracis-33552	276	4	conference	conference	NOUN
bracis-33552	276	5	on	on	ADP
bracis-33552	276	6	computer	computer	NOUN
bracis-33552	276	7	vision	vision	NOUN
bracis-33552	276	8	,	,	PUNCT
bracis-33552	276	9	pp	pp	X
bracis-33552	276	10	.	.	PUNCT
bracis-33552	277	1	467–476	467–476	NUM
bracis-33552	277	2	.	.	PUNCT
bracis-33552	277	3	springer	springer	NOUN
bracis-33552	277	4	(	(	PUNCT
bracis-33552	277	5	2007	2007	NUM
bracis-33552	277	6	)	)	PUNCT
bracis-33552	277	7	.	.	PUNCT
bracis-33552	278	1	https://doi.org/10.1007/978-3-540-79043-3_8	https://doi.org/10.1007/978-3-540-79043-3_8	PROPN
bracis-33552	278	2	gatto	gatto	PROPN
bracis-33552	278	3	,	,	PUNCT
bracis-33552	278	4	b.b	b.b	PROPN
bracis-33552	278	5	.	.	PROPN
bracis-33552	278	6	,	,	PUNCT
bracis-33552	278	7	dos	do	VERB
bracis-33552	278	8	santos	santos	PROPN
bracis-33552	278	9	,	,	PUNCT
bracis-33552	278	10	e.m	e.m	PROPN
bracis-33552	278	11	.	.	PROPN
bracis-33552	278	12	,	,	PUNCT
bracis-33552	278	13	fukui	fukui	PROPN
bracis-33552	278	14	,	,	PUNCT
bracis-33552	278	15	k.	k.	PROPN
bracis-33552	278	16	,	,	PUNCT
bracis-33552	278	17	júnior	júnior	PROPN
bracis-33552	278	18	,	,	PUNCT
bracis-33552	278	19	w.s	w.s	PROPN
bracis-33552	278	20	.	.	PROPN
bracis-33552	278	21	,	,	PUNCT
bracis-33552	278	22	dos	do	VERB
bracis-33552	278	23	santos	santos	PROPN
bracis-33552	278	24	,	,	PUNCT
bracis-33552	278	25	k.v	k.v	PROPN
bracis-33552	278	26	.	.	PROPN
bracis-33552	278	27	:	:	PUNCT
bracis-33552	279	1	fukunaga	fukunaga	PROPN
bracis-33552	279	2	-	-	PUNCT
bracis-33552	279	3	koontz	koontz	PROPN
bracis-33552	279	4	convolutional	convolutional	ADJ
bracis-33552	279	5	network	network	NOUN
bracis-33552	279	6	with	with	ADP
bracis-33552	279	7	applications	application	NOUN
bracis-33552	279	8	on	on	ADP
bracis-33552	279	9	character	character	NOUN
bracis-33552	279	10	classification	classification	NOUN
bracis-33552	279	11	.	.	PUNCT
bracis-33552	280	1	neural	neural	ADJ
bracis-33552	280	2	process	process	NOUN
bracis-33552	280	3	.	.	PUNCT
bracis-33552	281	1	lett	lett	PROPN
bracis-33552	281	2	.	.	PUNCT
bracis-33552	282	1	52(1	52(1	NOUN
bracis-33552	282	2	)	)	PUNCT
bracis-33552	282	3	,	,	PUNCT
bracis-33552	282	4	443–465	443–465	NUM
bracis-33552	282	5	(	(	PUNCT
bracis-33552	282	6	2020	2020	NUM
bracis-33552	282	7	)	)	PUNCT
bracis-33552	282	8	article	article	NOUN
bracis-33552	282	9	  	  	SPACE
bracis-33552	282	10	math	math	NOUN
bracis-33552	282	11	  	  	SPACE
bracis-33552	282	12	google	google	PROPN
bracis-33552	282	13	scholar	scholar	NOUN
bracis-33552	282	14	  	  	SPACE
bracis-33552	282	15	gatto	gatto	NOUN
bracis-33552	282	16	,	,	PUNCT
bracis-33552	282	17	b.b	b.b	PROPN
bracis-33552	282	18	.	.	PROPN
bracis-33552	282	19	,	,	PUNCT
bracis-33552	282	20	souza	souza	PROPN
bracis-33552	282	21	,	,	PUNCT
bracis-33552	282	22	l.s	l.s	PROPN
bracis-33552	282	23	.	.	PROPN
bracis-33552	282	24	,	,	PUNCT
bracis-33552	282	25	dos	do	VERB
bracis-33552	282	26	santos	santos	PROPN
bracis-33552	282	27	,	,	PUNCT
bracis-33552	282	28	e.m	e.m	PROPN
bracis-33552	282	29	.	.	PROPN
bracis-33552	282	30	,	,	PUNCT
bracis-33552	282	31	fukui	fukui	PROPN
bracis-33552	282	32	,	,	PUNCT
bracis-33552	282	33	k.	k.	PROPN
bracis-33552	282	34	,	,	PUNCT
bracis-33552	282	35	s.	s.	PROPN
bracis-33552	282	36	júnior	júnior	PROPN
bracis-33552	282	37	,	,	PUNCT
bracis-33552	282	38	w.s	w.s	PROPN
bracis-33552	282	39	.	.	PROPN
bracis-33552	282	40	,	,	PUNCT
bracis-33552	282	41	dos	do	VERB
bracis-33552	282	42	santos	santos	PROPN
bracis-33552	282	43	,	,	PUNCT
bracis-33552	282	44	k.v	k.v	PROPN
bracis-33552	282	45	.	.	PROPN
bracis-33552	282	46	:	:	PUNCT
bracis-33552	283	1	a	a	DET
bracis-33552	283	2	semi	semi	ADJ
bracis-33552	283	3	-	-	ADJ
bracis-33552	283	4	supervised	supervised	ADJ
bracis-33552	283	5	convolutional	convolutional	ADJ
bracis-33552	283	6	neural	neural	ADJ
bracis-33552	283	7	network	network	NOUN
bracis-33552	283	8	based	base	VERB
bracis-33552	283	9	on	on	ADP
bracis-33552	283	10	subspace	subspace	NOUN
bracis-33552	283	11	representation	representation	NOUN
bracis-33552	283	12	for	for	ADP
bracis-33552	283	13	image	image	NOUN
bracis-33552	283	14	classification	classification	NOUN
bracis-33552	283	15	.	.	PUNCT
bracis-33552	284	1	eurasip	eurasip	PROPN
bracis-33552	284	2	j.	j.	PROPN
bracis-33552	284	3	image	image	PROPN
bracis-33552	284	4	video	video	NOUN
bracis-33552	284	5	process	process	NOUN
bracis-33552	284	6	.	.	PUNCT
bracis-33552	285	1	2020(1	2020(1	NUM
bracis-33552	285	2	)	)	PUNCT
bracis-33552	285	3	,	,	PUNCT
bracis-33552	285	4	1–21	1–21	PROPN
bracis-33552	285	5	(	(	PUNCT
bracis-33552	285	6	2020	2020	NUM
bracis-33552	285	7	)	)	PUNCT
bracis-33552	285	8	.	.	PUNCT
bracis-33552	286	1	https://doi.org/10.1186/s13640-020-00507-5	https://doi.org/10.1186/s13640-020-00507-5	NUM
bracis-33552	286	2	article	article	PROPN
bracis-33552	286	3	  	  	SPACE
bracis-33552	286	4	math	math	NOUN
bracis-33552	286	5	  	  	SPACE
bracis-33552	286	6	google	google	PROPN
bracis-33552	286	7	scholar	scholar	NOUN
bracis-33552	286	8	  	  	SPACE
bracis-33552	286	9	geusebroek	geusebroek	NOUN
bracis-33552	286	10	,	,	PUNCT
bracis-33552	286	11	j.m	j.m	PROPN
bracis-33552	286	12	.	.	PROPN
bracis-33552	286	13	,	,	PUNCT
bracis-33552	286	14	burghouts	burghout	NOUN
bracis-33552	286	15	,	,	PUNCT
bracis-33552	286	16	g.j	g.j	PROPN
bracis-33552	286	17	.	.	PROPN
bracis-33552	286	18	,	,	PUNCT
bracis-33552	286	19	smeulders	smeulder	NOUN
bracis-33552	286	20	,	,	PUNCT
bracis-33552	286	21	a.w	a.w	PROPN
bracis-33552	286	22	.	.	PROPN
bracis-33552	286	23	:	:	PUNCT
bracis-33552	287	1	the	the	DET
bracis-33552	287	2	amsterdam	amsterdam	PROPN
bracis-33552	287	3	library	library	NOUN
bracis-33552	287	4	of	of	ADP
bracis-33552	287	5	object	object	NOUN
bracis-33552	287	6	images	image	NOUN
bracis-33552	287	7	.	.	PUNCT
bracis-33552	288	1	int	int	NOUN
bracis-33552	288	2	.	.	PUNCT
bracis-33552	289	1	j.	j.	PROPN
bracis-33552	289	2	comput	comput	PROPN
bracis-33552	289	3	.	.	PUNCT
bracis-33552	290	1	vision	vision	PROPN
bracis-33552	290	2	61(1	61(1	NUM
bracis-33552	290	3	)	)	PUNCT
bracis-33552	290	4	,	,	PUNCT
bracis-33552	290	5	103–112	103–112	NUM
bracis-33552	290	6	(	(	PUNCT
bracis-33552	290	7	2005	2005	NUM
bracis-33552	290	8	)	)	PUNCT
bracis-33552	290	9	article	article	NOUN
bracis-33552	290	10	  	  	SPACE
bracis-33552	290	11	math	math	NOUN
bracis-33552	290	12	  	  	SPACE
bracis-33552	290	13	google	google	PROPN
bracis-33552	290	14	scholar	scholar	NOUN
bracis-33552	290	15	  	  	SPACE
bracis-33552	290	16	goldberg	goldberg	PROPN
bracis-33552	290	17	,	,	PUNCT
bracis-33552	290	18	d.e	d.e	PROPN
bracis-33552	290	19	.	.	PROPN
bracis-33552	290	20	:	:	PUNCT
bracis-33552	291	1	genetic	genetic	ADJ
bracis-33552	291	2	algorithms	algorithm	NOUN
bracis-33552	291	3	in	in	ADP
bracis-33552	291	4	search	search	NOUN
bracis-33552	291	5	,	,	PUNCT
bracis-33552	291	6	optimization	optimization	NOUN
bracis-33552	291	7	,	,	PUNCT
bracis-33552	291	8	and	and	CCONJ
bracis-33552	291	9	machine	machine	NOUN
bracis-33552	291	10	learning	learning	NOUN
bracis-33552	291	11	.	.	PUNCT
bracis-33552	292	1	addison	addison	PROPN
bracis-33552	292	2	-	-	PUNCT
bracis-33552	292	3	wesley	wesley	PROPN
bracis-33552	292	4	publishing	publishing	PROPN
bracis-33552	292	5	company	company	NOUN
bracis-33552	292	6	(	(	PUNCT
bracis-33552	292	7	1989	1989	NUM
bracis-33552	292	8	)	)	PUNCT
bracis-33552	292	9	google	google	NOUN
bracis-33552	292	10	scholar	scholar	NOUN
bracis-33552	292	11	  	  	SPACE
bracis-33552	292	12	grzegorowski	grzegorowski	NOUN
bracis-33552	292	13	,	,	PUNCT
bracis-33552	292	14	m.	m.	NOUN
bracis-33552	292	15	,	,	PUNCT
bracis-33552	292	16	slezak	slezak	PROPN
bracis-33552	292	17	,	,	PUNCT
bracis-33552	292	18	d.	d.	PROPN
bracis-33552	292	19	:	:	PUNCT
bracis-33552	292	20	on	on	ADP
bracis-33552	292	21	resilient	resilient	ADJ
bracis-33552	292	22	feature	feature	NOUN
bracis-33552	292	23	selection	selection	NOUN
bracis-33552	292	24	:	:	PUNCT
bracis-33552	292	25	computational	computational	ADJ
bracis-33552	292	26	foundations	foundation	NOUN
bracis-33552	292	27	of	of	ADP
bracis-33552	292	28	rc	rc	PROPN
bracis-33552	292	29	-	-	PUNCT
bracis-33552	292	30	reducts	reduct	NOUN
bracis-33552	292	31	.	.	PUNCT
bracis-33552	293	1	inf	inf	PROPN
bracis-33552	293	2	.	.	PUNCT
bracis-33552	294	1	sci	sci	PROPN
bracis-33552	294	2	.	.	PROPN
bracis-33552	295	1	499	499	NUM
bracis-33552	295	2	,	,	PUNCT
bracis-33552	295	3	25–44	25–44	NUM
bracis-33552	295	4	(	(	PUNCT
bracis-33552	295	5	2019	2019	NUM
bracis-33552	295	6	)	)	PUNCT
bracis-33552	295	7	article	article	NOUN
bracis-33552	295	8	  	  	SPACE
bracis-33552	295	9	math	math	NOUN
bracis-33552	295	10	  	  	SPACE
bracis-33552	295	11	google	google	PROPN
bracis-33552	295	12	scholar	scholar	NOUN
bracis-33552	295	13	  	  	SPACE
bracis-33552	295	14	gu	gu	PROPN
bracis-33552	295	15	,	,	PUNCT
bracis-33552	295	16	q.	q.	PROPN
bracis-33552	295	17	,	,	PUNCT
bracis-33552	295	18	li	li	PROPN
bracis-33552	295	19	,	,	PUNCT
bracis-33552	295	20	z.	z.	PROPN
bracis-33552	295	21	,	,	PUNCT
bracis-33552	295	22	han	han	PROPN
bracis-33552	295	23	,	,	PUNCT
bracis-33552	295	24	j.	j.	PROPN
bracis-33552	295	25	:	:	PUNCT
bracis-33552	295	26	generalized	generalized	ADJ
bracis-33552	295	27	fisher	fisher	PROPN
bracis-33552	295	28	score	score	NOUN
bracis-33552	295	29	for	for	ADP
bracis-33552	295	30	feature	feature	NOUN
bracis-33552	295	31	selection	selection	NOUN
bracis-33552	295	32	.	.	PUNCT
bracis-33552	296	1	arxiv	arxiv	PROPN
bracis-33552	296	2	preprint	preprint	NOUN
bracis-33552	296	3	arxiv:1202.3725	arxiv:1202.3725	ADV
bracis-33552	296	4	(	(	PUNCT
bracis-33552	296	5	2012	2012	NUM
bracis-33552	296	6	)	)	PUNCT
bracis-33552	296	7	guo	guo	PROPN
bracis-33552	296	8	,	,	PUNCT
bracis-33552	296	9	j.	j.	PROPN
bracis-33552	296	10	,	,	PUNCT
bracis-33552	296	11	sun	sun	PROPN
bracis-33552	296	12	,	,	PUNCT
bracis-33552	296	13	y.	y.	PROPN
bracis-33552	296	14	,	,	PUNCT
bracis-33552	296	15	gao	gao	PROPN
bracis-33552	296	16	,	,	PUNCT
bracis-33552	296	17	j.	j.	PROPN
bracis-33552	296	18	,	,	PUNCT
bracis-33552	296	19	hu	hu	PROPN
bracis-33552	296	20	,	,	PUNCT
bracis-33552	296	21	y.	y.	PROPN
bracis-33552	296	22	,	,	PUNCT
bracis-33552	296	23	yin	yin	PROPN
bracis-33552	296	24	,	,	PUNCT
bracis-33552	296	25	b.	b.	PROPN
bracis-33552	296	26	:	:	PUNCT
bracis-33552	296	27	low	low	ADJ
bracis-33552	296	28	rank	rank	NOUN
bracis-33552	296	29	representation	representation	NOUN
bracis-33552	296	30	on	on	ADP
bracis-33552	296	31	product	product	NOUN
bracis-33552	296	32	grassmann	grassmann	NOUN
bracis-33552	296	33	manifolds	manifold	NOUN
bracis-33552	296	34	for	for	SCONJ
bracis-33552	296	35	multi	multi	ADJ
bracis-33552	296	36	-	-	ADJ
bracis-33552	296	37	view	view	ADJ
bracis-33552	296	38	subspace	subspace	NOUN
bracis-33552	296	39	clustering	cluster	VERB
bracis-33552	296	40	.	.	PUNCT
bracis-33552	297	1	in	in	ADP
bracis-33552	297	2	:	:	PUNCT
bracis-33552	297	3	2020	2020	NUM
bracis-33552	297	4	25th	25th	NOUN
bracis-33552	297	5	international	international	ADJ
bracis-33552	297	6	conference	conference	NOUN
bracis-33552	297	7	on	on	ADP
bracis-33552	297	8	pattern	pattern	NOUN
bracis-33552	297	9	recognition	recognition	NOUN
bracis-33552	297	10	(	(	PUNCT
bracis-33552	297	11	icpr	icpr	PROPN
bracis-33552	297	12	)	)	PUNCT
bracis-33552	297	13	,	,	PUNCT
bracis-33552	297	14	pp	pp	ADP
bracis-33552	297	15	.	.	PUNCT
bracis-33552	298	1	907–914	907–914	NUM
bracis-33552	298	2	.	.	PUNCT
bracis-33552	299	1	ieee	ieee	NOUN
bracis-33552	299	2	(	(	PUNCT
bracis-33552	299	3	2021	2021	NUM
bracis-33552	299	4	)	)	PUNCT
bracis-33552	299	5	google	google	PROPN
bracis-33552	299	6	scholar	scholar	NOUN
bracis-33552	299	7	  	  	SPACE
bracis-33552	299	8	holland	holland	PROPN
bracis-33552	299	9	,	,	PUNCT
bracis-33552	299	10	j.h	j.h	PROPN
bracis-33552	299	11	.	.	PROPN
bracis-33552	299	12	:	:	PUNCT
bracis-33552	299	13	genetic	genetic	ADJ
bracis-33552	299	14	algorithms	algorithm	NOUN
bracis-33552	299	15	.	.	PUNCT
bracis-33552	300	1	sci	sci	PROPN
bracis-33552	300	2	.	.	PUNCT
bracis-33552	300	3	american	american	PROPN
bracis-33552	300	4	267(1	267(1	NUM
bracis-33552	300	5	)	)	PUNCT
bracis-33552	300	6	,	,	PUNCT
bracis-33552	300	7	66–73	66–73	NUM
bracis-33552	300	8	(	(	PUNCT
bracis-33552	300	9	1992	1992	NUM
bracis-33552	300	10	)	)	PUNCT
bracis-33552	300	11	google	google	NOUN
bracis-33552	300	12	scholar	scholar	NOUN
bracis-33552	300	13	  	  	SPACE
bracis-33552	300	14	kolda	kolda	NOUN
bracis-33552	300	15	,	,	PUNCT
bracis-33552	300	16	t.g	t.g	PROPN
bracis-33552	300	17	.	.	PROPN
bracis-33552	300	18	,	,	PUNCT
bracis-33552	300	19	bader	bader	PROPN
bracis-33552	300	20	,	,	PUNCT
bracis-33552	300	21	b.w	b.w	PROPN
bracis-33552	300	22	.	.	PROPN
bracis-33552	300	23	:	:	PUNCT
bracis-33552	300	24	tensor	tensor	NOUN
bracis-33552	300	25	decompositions	decomposition	NOUN
bracis-33552	300	26	and	and	CCONJ
bracis-33552	300	27	applications	application	NOUN
bracis-33552	300	28	.	.	PUNCT
bracis-33552	301	1	siam	siam	PROPN
bracis-33552	301	2	rev	rev	PROPN
bracis-33552	301	3	.	.	PROPN
bracis-33552	301	4	51(3	51(3	NUM
bracis-33552	301	5	)	)	PUNCT
bracis-33552	301	6	,	,	PUNCT
bracis-33552	301	7	455–500	455–500	NUM
bracis-33552	301	8	(	(	PUNCT
bracis-33552	301	9	2009	2009	NUM
bracis-33552	301	10	)	)	PUNCT
bracis-33552	301	11	google	google	PROPN
bracis-33552	301	12	scholar	scholar	NOUN
bracis-33552	301	13	  	  	SPACE
bracis-33552	301	14	leibe	leibe	ADJ
bracis-33552	301	15	,	,	PUNCT
bracis-33552	301	16	b.	b.	PROPN
bracis-33552	301	17	,	,	PUNCT
bracis-33552	301	18	schiele	schiele	PROPN
bracis-33552	301	19	,	,	PUNCT
bracis-33552	301	20	b.	b.	PROPN
bracis-33552	301	21	:	:	PUNCT
bracis-33552	301	22	analyzing	analyze	VERB
bracis-33552	301	23	appearance	appearance	NOUN
bracis-33552	301	24	and	and	CCONJ
bracis-33552	301	25	contour	contour	NOUN
bracis-33552	301	26	based	base	VERB
bracis-33552	301	27	methods	method	NOUN
bracis-33552	301	28	for	for	ADP
bracis-33552	301	29	object	object	NOUN
bracis-33552	301	30	categorization	categorization	NOUN
bracis-33552	301	31	.	.	PUNCT
bracis-33552	302	1	in	in	ADP
bracis-33552	302	2	:	:	PUNCT
bracis-33552	302	3	2003	2003	NUM
bracis-33552	302	4	ieee	ieee	NOUN
bracis-33552	302	5	computer	computer	NOUN
bracis-33552	302	6	society	society	PROPN
bracis-33552	302	7	conference	conference	NOUN
bracis-33552	302	8	on	on	ADP
bracis-33552	302	9	computer	computer	NOUN
bracis-33552	302	10	vision	vision	NOUN
bracis-33552	302	11	and	and	CCONJ
bracis-33552	302	12	pattern	pattern	NOUN
bracis-33552	302	13	recognition	recognition	NOUN
bracis-33552	302	14	,	,	PUNCT
bracis-33552	302	15	2003	2003	NUM
bracis-33552	302	16	.	.	PUNCT
bracis-33552	303	1	proceedings	proceeding	NOUN
bracis-33552	303	2	.	.	PUNCT
bracis-33552	304	1	vol	vol	NOUN
bracis-33552	304	2	.	.	PUNCT
bracis-33552	304	3	 	 	SPACE
bracis-33552	305	1	2	2	NUM
bracis-33552	305	2	,	,	PUNCT
bracis-33552	305	3	pp	pp	PROPN
bracis-33552	305	4	.	.	PUNCT
bracis-33552	305	5	ii–409	ii–409	PROPN
bracis-33552	305	6	.	.	PROPN
bracis-33552	305	7	ieee	ieee	PROPN
bracis-33552	305	8	(	(	PUNCT
bracis-33552	305	9	2003	2003	NUM
bracis-33552	305	10	)	)	PUNCT
bracis-33552	305	11	google	google	PROPN
bracis-33552	305	12	scholar	scholar	NOUN
bracis-33552	305	13	  	  	SPACE
bracis-33552	305	14	maeda	maeda	PROPN
bracis-33552	305	15	,	,	PUNCT
bracis-33552	305	16	k.i	k.i	PROPN
bracis-33552	305	17	.	.	PUNCT
bracis-33552	305	18	:	:	PUNCT
bracis-33552	306	1	from	from	ADP
bracis-33552	306	2	the	the	DET
bracis-33552	306	3	subspace	subspace	NOUN
bracis-33552	306	4	methods	method	NOUN
bracis-33552	306	5	to	to	ADP
bracis-33552	306	6	the	the	DET
bracis-33552	306	7	mutual	mutual	ADJ
bracis-33552	306	8	subspace	subspace	NOUN
bracis-33552	306	9	method	method	NOUN
bracis-33552	306	10	.	.	PUNCT
bracis-33552	307	1	in	in	ADP
bracis-33552	307	2	:	:	PUNCT
bracis-33552	307	3	computer	computer	NOUN
bracis-33552	307	4	vision	vision	NOUN
bracis-33552	307	5	,	,	PUNCT
bracis-33552	307	6	pp	pp	ADP
bracis-33552	307	7	.	.	PUNCT
bracis-33552	308	1	135–156	135–156	NUM
bracis-33552	308	2	.	.	PUNCT
bracis-33552	308	3	springer	springer	NOUN
bracis-33552	308	4	(	(	PUNCT
bracis-33552	308	5	2010	2010	NUM
bracis-33552	308	6	)	)	PUNCT
bracis-33552	308	7	.	.	PUNCT
bracis-33552	309	1	https://doi.org/10.1007/978-3-642-12848-6_5	https://doi.org/10.1007/978-3-642-12848-6_5	PROPN
bracis-33552	309	2	mitchell	mitchell	PROPN
bracis-33552	309	3	,	,	PUNCT
bracis-33552	309	4	m.	m.	NOUN
bracis-33552	309	5	,	,	PUNCT
bracis-33552	309	6	taylor	taylor	PROPN
bracis-33552	309	7	,	,	PUNCT
bracis-33552	309	8	c.e	c.e	PROPN
bracis-33552	309	9	.	.	PROPN
bracis-33552	309	10	:	:	PUNCT
bracis-33552	309	11	evolutionary	evolutionary	ADJ
bracis-33552	309	12	computation	computation	NOUN
bracis-33552	309	13	:	:	PUNCT
bracis-33552	309	14	an	an	DET
bracis-33552	309	15	overview	overview	NOUN
bracis-33552	309	16	.	.	PUNCT
bracis-33552	310	1	annu	annu	NOUN
bracis-33552	310	2	.	.	PUNCT
bracis-33552	310	3	rev	rev	PROPN
bracis-33552	310	4	.	.	PUNCT
bracis-33552	310	5	ecol	ecol	PROPN
bracis-33552	310	6	.	.	PUNCT
bracis-33552	311	1	syst	syst	PROPN
bracis-33552	311	2	.	.	PROPN
bracis-33552	312	1	20	20	NUM
bracis-33552	312	2	,	,	PUNCT
bracis-33552	312	3	593–616	593–616	NUM
bracis-33552	312	4	(	(	PUNCT
bracis-33552	312	5	1999	1999	NUM
bracis-33552	312	6	)	)	PUNCT
bracis-33552	312	7	article	article	NOUN
bracis-33552	312	8	  	  	SPACE
bracis-33552	312	9	math	math	NOUN
bracis-33552	312	10	  	  	SPACE
bracis-33552	312	11	google	google	PROPN
bracis-33552	312	12	scholar	scholar	NOUN
bracis-33552	312	13	  	  	SPACE
bracis-33552	312	14	nene	nene	NOUN
bracis-33552	312	15	,	,	PUNCT
bracis-33552	312	16	s.a	s.a	PROPN
bracis-33552	312	17	.	.	PROPN
bracis-33552	312	18	,	,	PUNCT
bracis-33552	312	19	nayar	nayar	PROPN
bracis-33552	312	20	,	,	PUNCT
bracis-33552	312	21	s.k	s.k	PROPN
bracis-33552	312	22	.	.	PROPN
bracis-33552	312	23	,	,	PUNCT
bracis-33552	312	24	murase	murase	NOUN
bracis-33552	312	25	,	,	PUNCT
bracis-33552	312	26	h.	h.	PROPN
bracis-33552	312	27	:	:	PUNCT
bracis-33552	312	28	columbia	columbia	PROPN
bracis-33552	312	29	object	object	VERB
bracis-33552	312	30	image	image	NOUN
bracis-33552	312	31	library	library	NOUN
bracis-33552	312	32	(	(	PUNCT
bracis-33552	312	33	coil-20	coil-20	PROPN
bracis-33552	312	34	.	.	PROPN
bracis-33552	312	35	tech	tech	PROPN
bracis-33552	312	36	.	.	PUNCT
bracis-33552	313	1	rep	rep	PROPN
bracis-33552	313	2	.	.	PROPN
bracis-33552	313	3	(	(	PUNCT
bracis-33552	313	4	1996	1996	NUM
bracis-33552	313	5	)	)	PUNCT
bracis-33552	313	6	google	google	PROPN
bracis-33552	313	7	scholar	scholar	NOUN
bracis-33552	313	8	  	  	SPACE
bracis-33552	313	9	nene	nene	NOUN
bracis-33552	313	10	,	,	PUNCT
bracis-33552	313	11	s.a	s.a	PROPN
bracis-33552	313	12	.	.	PROPN
bracis-33552	313	13	,	,	PUNCT
bracis-33552	313	14	nayar	nayar	PROPN
bracis-33552	313	15	,	,	PUNCT
bracis-33552	313	16	s.k	s.k	PROPN
bracis-33552	313	17	.	.	PROPN
bracis-33552	313	18	,	,	PUNCT
bracis-33552	313	19	murase	murase	NOUN
bracis-33552	313	20	,	,	PUNCT
bracis-33552	313	21	h.	h.	PROPN
bracis-33552	313	22	,	,	PUNCT
bracis-33552	313	23	et	et	PROPN
bracis-33552	313	24	 	 	SPACE
bracis-33552	313	25	al	al	PROPN
bracis-33552	313	26	.	.	PROPN
bracis-33552	313	27	:	:	PUNCT
bracis-33552	314	1	columbia	columbia	NOUN
bracis-33552	314	2	object	object	VERB
bracis-33552	314	3	image	image	NOUN
bracis-33552	314	4	library	library	NOUN
bracis-33552	314	5	(	(	PUNCT
bracis-33552	314	6	coil-100	coil-100	NOUN
bracis-33552	314	7	)	)	PUNCT
bracis-33552	314	8	(	(	PUNCT
bracis-33552	314	9	1996	1996	NUM
bracis-33552	314	10	)	)	PUNCT
bracis-33552	314	11	google	google	PROPN
bracis-33552	314	12	scholar	scholar	NOUN
bracis-33552	314	13	  	  	SPACE
bracis-33552	314	14	ranta	ranta	PROPN
bracis-33552	314	15	,	,	PUNCT
bracis-33552	314	16	r.	r.	PROPN
bracis-33552	314	17	,	,	PUNCT
bracis-33552	314	18	le	le	X
bracis-33552	314	19	cam	cam	PROPN
bracis-33552	314	20	,	,	PUNCT
bracis-33552	314	21	s.	s.	PROPN
bracis-33552	314	22	,	,	PUNCT
bracis-33552	314	23	chaudet	chaudet	PROPN
bracis-33552	314	24	,	,	PUNCT
bracis-33552	314	25	b.	b.	PROPN
bracis-33552	314	26	,	,	PUNCT
bracis-33552	314	27	tyvaert	tyvaert	PROPN
bracis-33552	314	28	,	,	PUNCT
bracis-33552	314	29	l.	l.	PROPN
bracis-33552	314	30	,	,	PUNCT
bracis-33552	314	31	maillard	maillard	NOUN
bracis-33552	314	32	,	,	PUNCT
bracis-33552	314	33	l.	l.	PROPN
bracis-33552	314	34	,	,	PUNCT
bracis-33552	314	35	colnat	colnat	NOUN
bracis-33552	314	36	-	-	PUNCT
bracis-33552	314	37	coulbois	coulbois	NOUN
bracis-33552	314	38	,	,	PUNCT
bracis-33552	314	39	s.	s.	PROPN
bracis-33552	314	40	,	,	PUNCT
bracis-33552	314	41	louis	louis	NOUN
bracis-33552	314	42	-	-	PUNCT
bracis-33552	314	43	dorr	dorr	NOUN
bracis-33552	314	44	,	,	PUNCT
bracis-33552	314	45	v.	v.	ADJ
bracis-33552	314	46	:	:	PUNCT
bracis-33552	314	47	approximate	approximate	ADJ
bracis-33552	314	48	canonical	canonical	ADJ
bracis-33552	314	49	correlation	correlation	NOUN
bracis-33552	314	50	analysis	analysis	NOUN
bracis-33552	314	51	for	for	ADP
bracis-33552	314	52	common	common	ADJ
bracis-33552	314	53	/	/	SYM
bracis-33552	314	54	specific	specific	ADJ
bracis-33552	314	55	subspace	subspace	NOUN
bracis-33552	314	56	decompositions	decomposition	NOUN
bracis-33552	314	57	.	.	PUNCT
bracis-33552	315	1	biomed	biome	VERB
bracis-33552	315	2	.	.	PUNCT
bracis-33552	316	1	signal	signal	ADJ
bracis-33552	316	2	process	process	NOUN
bracis-33552	316	3	.	.	PUNCT
bracis-33552	317	1	control	control	NOUN
bracis-33552	317	2	68	68	NUM
bracis-33552	317	3	,	,	PUNCT
bracis-33552	317	4	102780	102780	NUM
bracis-33552	317	5	(	(	PUNCT
bracis-33552	317	6	2021	2021	NUM
bracis-33552	317	7	)	)	PUNCT
bracis-33552	317	8	article	article	NOUN
bracis-33552	317	9	  	  	SPACE
bracis-33552	317	10	math	math	NOUN
bracis-33552	317	11	  	  	SPACE
bracis-33552	317	12	google	google	PROPN
bracis-33552	317	13	scholar	scholar	NOUN
bracis-33552	317	14	  	  	SPACE
bracis-33552	317	15	sakano	sakano	PROPN
bracis-33552	317	16	,	,	PUNCT
bracis-33552	317	17	h.	h.	PROPN
bracis-33552	317	18	:	:	PUNCT
bracis-33552	317	19	a	a	DET
bracis-33552	317	20	brief	brief	ADJ
bracis-33552	317	21	history	history	NOUN
bracis-33552	317	22	of	of	ADP
bracis-33552	317	23	the	the	DET
bracis-33552	317	24	subspace	subspace	NOUN
bracis-33552	317	25	methods	method	NOUN
bracis-33552	317	26	.	.	PUNCT
bracis-33552	318	1	in	in	ADP
bracis-33552	318	2	:	:	PUNCT
bracis-33552	318	3	asian	asian	ADJ
bracis-33552	318	4	conference	conference	NOUN
bracis-33552	318	5	on	on	ADP
bracis-33552	318	6	computer	computer	NOUN
bracis-33552	318	7	vision	vision	NOUN
bracis-33552	318	8	,	,	PUNCT
bracis-33552	318	9	pp	pp	ADP
bracis-33552	318	10	.	.	PUNCT
bracis-33552	319	1	434–435	434–435	NUM
bracis-33552	319	2	.	.	PUNCT
bracis-33552	319	3	springer	springer	NOUN
bracis-33552	319	4	(	(	PUNCT
bracis-33552	319	5	2010	2010	NUM
bracis-33552	319	6	)	)	PUNCT
bracis-33552	319	7	.	.	PUNCT
bracis-33552	320	1	https://doi.org/10.1007/978-3-642-22819-3_44	https://doi.org/10.1007/978-3-642-22819-3_44	PROPN
bracis-33552	321	1	shafait	shafait	PROPN
bracis-33552	321	2	,	,	PUNCT
bracis-33552	321	3	f.	f.	PROPN
bracis-33552	321	4	,	,	PUNCT
bracis-33552	321	5	et	et	PROPN
bracis-33552	321	6	al	al	PROPN
bracis-33552	321	7	.	.	PUNCT
bracis-33552	321	8	:	:	PUNCT
bracis-33552	322	1	fish	fish	VERB
bracis-33552	322	2	identification	identification	NOUN
bracis-33552	322	3	from	from	ADP
bracis-33552	322	4	videos	video	NOUN
bracis-33552	322	5	captured	capture	VERB
bracis-33552	322	6	in	in	ADP
bracis-33552	322	7	uncontrolled	uncontrolled	ADJ
bracis-33552	322	8	underwater	underwater	ADJ
bracis-33552	322	9	environments	environment	NOUN
bracis-33552	322	10	.	.	PUNCT
bracis-33552	323	1	ices	ice	NOUN
bracis-33552	323	2	j.	j.	PROPN
bracis-33552	323	3	mar	mar	PROPN
bracis-33552	323	4	.	.	PUNCT
bracis-33552	323	5	sci	sci	PROPN
bracis-33552	323	6	.	.	PUNCT
bracis-33552	324	1	73(10	73(10	NUM
bracis-33552	324	2	)	)	PUNCT
bracis-33552	324	3	,	,	PUNCT
bracis-33552	324	4	2737–2746	2737–2746	NUM
bracis-33552	324	5	(	(	PUNCT
bracis-33552	324	6	2016	2016	NUM
bracis-33552	324	7	)	)	PUNCT
bracis-33552	324	8	article	article	NOUN
bracis-33552	324	9	  	  	SPACE
bracis-33552	324	10	math	math	NOUN
bracis-33552	324	11	  	  	SPACE
bracis-33552	324	12	google	google	PROPN
bracis-33552	324	13	scholar	scholar	NOUN
bracis-33552	324	14	  	  	SPACE
bracis-33552	324	15	tan	tan	PROPN
bracis-33552	324	16	,	,	PUNCT
bracis-33552	324	17	h.	h.	PROPN
bracis-33552	324	18	,	,	PUNCT
bracis-33552	324	19	gao	gao	PROPN
bracis-33552	324	20	,	,	PUNCT
bracis-33552	324	21	y.	y.	PROPN
bracis-33552	324	22	,	,	PUNCT
bracis-33552	324	23	ma	ma	PROPN
bracis-33552	324	24	,	,	PUNCT
bracis-33552	324	25	z.	z.	PROPN
bracis-33552	324	26	:	:	PUNCT
bracis-33552	324	27	regularized	regularize	VERB
bracis-33552	324	28	constraint	constraint	NOUN
bracis-33552	324	29	subspace	subspace	NOUN
bracis-33552	324	30	based	base	VERB
bracis-33552	324	31	method	method	NOUN
bracis-33552	324	32	for	for	ADP
bracis-33552	324	33	image	image	NOUN
bracis-33552	324	34	set	set	VERB
bracis-33552	324	35	classification	classification	NOUN
bracis-33552	324	36	.	.	PUNCT
bracis-33552	325	1	pattern	pattern	NOUN
bracis-33552	325	2	recogn	recogn	VERB
bracis-33552	325	3	.	.	PUNCT
bracis-33552	326	1	76	76	NUM
bracis-33552	326	2	,	,	PUNCT
bracis-33552	326	3	434–448	434–448	NUM
bracis-33552	326	4	(	(	PUNCT
bracis-33552	326	5	2018	2018	NUM
bracis-33552	326	6	)	)	PUNCT
bracis-33552	326	7	article	article	NOUN
bracis-33552	326	8	  	  	SPACE
bracis-33552	326	9	math	math	NOUN
bracis-33552	326	10	  	  	SPACE
bracis-33552	326	11	google	google	PROPN
bracis-33552	326	12	scholar	scholar	NOUN
bracis-33552	326	13	  	  	SPACE
bracis-33552	326	14	wu	wu	PROPN
bracis-33552	326	15	,	,	PUNCT
bracis-33552	326	16	g.	g.	PROPN
bracis-33552	326	17	,	,	PUNCT
bracis-33552	326	18	mallipeddi	mallipeddi	PROPN
bracis-33552	326	19	,	,	PUNCT
bracis-33552	326	20	r.	r.	PROPN
bracis-33552	326	21	,	,	PUNCT
bracis-33552	326	22	suganthan	suganthan	PROPN
bracis-33552	326	23	,	,	PUNCT
bracis-33552	326	24	p.n	p.n	PROPN
bracis-33552	326	25	.	.	PROPN
bracis-33552	326	26	:	:	PUNCT
bracis-33552	327	1	ensemble	ensemble	ADJ
bracis-33552	327	2	strategies	strategy	NOUN
bracis-33552	327	3	for	for	ADP
bracis-33552	327	4	population	population	NOUN
bracis-33552	327	5	-	-	PUNCT
bracis-33552	327	6	based	base	VERB
bracis-33552	327	7	optimization	optimization	NOUN
bracis-33552	327	8	algorithms	algorithm	NOUN
bracis-33552	327	9	-	-	PUNCT
bracis-33552	327	10	a	a	DET
bracis-33552	327	11	survey	survey	NOUN
bracis-33552	327	12	.	.	PUNCT
bracis-33552	328	1	swarm	swarm	NOUN
bracis-33552	328	2	evol	evol	NOUN
bracis-33552	328	3	.	.	PUNCT
bracis-33552	329	1	comput	comput	NOUN
bracis-33552	329	2	.	.	PUNCT
bracis-33552	330	1	44	44	NUM
bracis-33552	330	2	,	,	PUNCT
bracis-33552	330	3	695–711	695–711	NUM
bracis-33552	330	4	(	(	PUNCT
bracis-33552	330	5	2019	2019	NUM
bracis-33552	330	6	)	)	PUNCT
bracis-33552	330	7	article	article	NOUN
bracis-33552	330	8	  	  	SPACE
bracis-33552	330	9	math	math	NOUN
bracis-33552	330	10	  	  	SPACE
bracis-33552	330	11	google	google	PROPN
bracis-33552	330	12	scholar	scholar	NOUN
bracis-33552	330	13	  	  	SPACE
bracis-33552	330	14	download	download	NOUN
bracis-33552	330	15	references	reference	NOUN
bracis-33552	330	16	acknowledgements	acknowledgement	NOUN
bracis-33552	330	17	this	this	DET
bracis-33552	330	18	study	study	NOUN
bracis-33552	330	19	was	be	AUX
bracis-33552	330	20	financed	finance	VERB
bracis-33552	330	21	in	in	ADP
bracis-33552	330	22	part	part	NOUN
bracis-33552	330	23	by	by	ADP
bracis-33552	330	24	the	the	DET
bracis-33552	330	25	coordenação	coordenação	PROPN
bracis-33552	330	26	de	de	PROPN
bracis-33552	330	27	aperfeiçoamento	aperfeiçoamento	PROPN
bracis-33552	330	28	de	de	X
bracis-33552	330	29	pessoal	pessoal	PROPN
bracis-33552	330	30	de	de	PROPN
bracis-33552	330	31	nível	nível	PROPN
bracis-33552	330	32	superior	superior	PROPN
bracis-33552	330	33	brasil	brasil	PROPN
bracis-33552	330	34	(	(	PUNCT
bracis-33552	330	35	capes	cape	NOUN
bracis-33552	330	36	-	-	PUNCT
bracis-33552	330	37	proex	proex	NOUN
bracis-33552	330	38	)	)	PUNCT
bracis-33552	330	39	finance	finance	NOUN
bracis-33552	330	40	code	code	NOUN
bracis-33552	330	41	001	001	NOUN
bracis-33552	330	42	.	.	PUNCT
bracis-33552	331	1	this	this	DET
bracis-33552	331	2	work	work	NOUN
bracis-33552	331	3	was	be	AUX
bracis-33552	331	4	partially	partially	ADV
bracis-33552	331	5	supported	support	VERB
bracis-33552	331	6	by	by	ADP
bracis-33552	331	7	amazonas	amazona	NOUN
bracis-33552	331	8	state	state	PROPN
bracis-33552	331	9	research	research	PROPN
bracis-33552	331	10	support	support	PROPN
bracis-33552	331	11	foundation	foundation	NOUN
bracis-33552	331	12	fapeam	fapeam	NOUN
bracis-33552	331	13	through	through	ADP
bracis-33552	331	14	the	the	DET
bracis-33552	331	15	pdpg	pdpg	ADJ
bracis-33552	331	16	/	/	SYM
bracis-33552	331	17	capes	cape	NOUN
bracis-33552	331	18	project	project	NOUN
bracis-33552	331	19	.	.	PUNCT
bracis-33552	332	1	author	author	NOUN
bracis-33552	332	2	information	information	NOUN
bracis-33552	332	3	authors	author	NOUN
bracis-33552	332	4	and	and	CCONJ
bracis-33552	332	5	affiliations	affiliation	NOUN
bracis-33552	332	6	frontier	frontier	NOUN
bracis-33552	332	7	technology	technology	NOUN
bracis-33552	332	8	division	division	NOUN
bracis-33552	332	9	,	,	PUNCT
bracis-33552	332	10	mti	mti	PROPN
bracis-33552	332	11	ltd	ltd	PROPN
bracis-33552	332	12	.	.	PROPN
bracis-33552	332	13	,	,	PUNCT
bracis-33552	332	14	tokyo	tokyo	PROPN
bracis-33552	332	15	,	,	PUNCT
bracis-33552	332	16	japan	japan	PROPN
bracis-33552	332	17	bernardo	bernardo	PROPN
bracis-33552	332	18	b.	b.	PROPN
bracis-33552	332	19	gatto	gatto	PROPN
bracis-33552	332	20	 	 	SPACE
bracis-33552	332	21	&	&	CCONJ
bracis-33552	332	22	 	 	SPACE
bracis-33552	332	23	marco	marco	PROPN
bracis-33552	332	24	a.	a.	PROPN
bracis-33552	332	25	f.	f.	PROPN
bracis-33552	332	26	mollinetti	mollinetti	PROPN
bracis-33552	332	27	federal	federal	PROPN
bracis-33552	332	28	university	university	PROPN
bracis-33552	332	29	of	of	ADP
bracis-33552	332	30	amazonas	amazonas	PROPN
bracis-33552	332	31	,	,	PUNCT
bracis-33552	332	32	institute	institute	NOUN
bracis-33552	332	33	of	of	ADP
bracis-33552	332	34	computing	computing	PROPN
bracis-33552	332	35	,	,	PUNCT
bracis-33552	332	36	manaus	manaus	PROPN
bracis-33552	332	37	,	,	PUNCT
bracis-33552	332	38	brazil	brazil	PROPN
bracis-33552	332	39	eulanda	eulanda	PROPN
bracis-33552	332	40	m.	m.	PROPN
bracis-33552	332	41	dos	do	VERB
bracis-33552	332	42	santos	santos	PROPN
bracis-33552	332	43	école	école	PROPN
bracis-33552	332	44	de	de	X
bracis-33552	332	45	technologie	technologie	PROPN
bracis-33552	332	46	supérieure	supérieure	PROPN
bracis-33552	332	47	,	,	PUNCT
bracis-33552	332	48	université	université	PROPN
bracis-33552	332	49	du	du	PROPN
bracis-33552	332	50	québec	québec	PROPN
bracis-33552	332	51	,	,	PUNCT
bracis-33552	332	52	québec	québec	PROPN
bracis-33552	332	53	,	,	PUNCT
bracis-33552	332	54	canada	canada	PROPN
bracis-33552	332	55	alessandro	alessandro	PROPN
bracis-33552	332	56	l.	l.	PROPN
bracis-33552	332	57	koerich	koerich	PROPN
bracis-33552	332	58	department	department	PROPN
bracis-33552	332	59	of	of	ADP
bracis-33552	332	60	electrical	electrical	ADJ
bracis-33552	332	61	engineering	engineering	NOUN
bracis-33552	332	62	,	,	PUNCT
bracis-33552	332	63	federal	federal	ADJ
bracis-33552	332	64	university	university	PROPN
bracis-33552	332	65	of	of	ADP
bracis-33552	332	66	amazonas	amazonas	PROPN
bracis-33552	332	67	,	,	PUNCT
bracis-33552	332	68	manaus	manaus	PROPN
bracis-33552	332	69	,	,	PUNCT
bracis-33552	332	70	brazil	brazil	PROPN
bracis-33552	332	71	waldir	waldir	PROPN
bracis-33552	332	72	s.	s.	PROPN
bracis-33552	332	73	da	da	PROPN
bracis-33552	332	74	silva	silva	PROPN
bracis-33552	332	75	junior	junior	PROPN
bracis-33552	332	76	authors	authors	PROPN
bracis-33552	332	77	bernardo	bernardo	PROPN
bracis-33552	332	78	b.	b.	PROPN
bracis-33552	332	79	gattoview	gattoview	PROPN
bracis-33552	332	80	author	author	NOUN
bracis-33552	332	81	publications	publication	NOUN
bracis-33552	332	82	search	search	NOUN
bracis-33552	332	83	author	author	NOUN
bracis-33552	332	84	on	on	ADP
bracis-33552	332	85	:	:	PUNCT
bracis-33552	332	86	pubmed	pubmed	PROPN
bracis-33552	332	87	 	 	SPACE
bracis-33552	332	88	google	google	PROPN
bracis-33552	332	89	scholar	scholar	PROPN
bracis-33552	332	90	marco	marco	PROPN
bracis-33552	332	91	a.	a.	PROPN
bracis-33552	332	92	f.	f.	PROPN
bracis-33552	332	93	mollinettiview	mollinettiview	PROPN
bracis-33552	332	94	author	author	NOUN
bracis-33552	332	95	publications	publication	VERB
bracis-33552	332	96	search	search	NOUN
bracis-33552	332	97	author	author	NOUN
bracis-33552	332	98	on	on	ADP
bracis-33552	332	99	:	:	PUNCT
bracis-33552	332	100	pubmed	pubmed	PROPN
bracis-33552	332	101	 	 	SPACE
bracis-33552	332	102	google	google	PROPN
bracis-33552	332	103	scholar	scholar	NOUN
bracis-33552	332	104	eulanda	eulanda	PROPN
bracis-33552	332	105	m.	m.	NOUN
bracis-33552	332	106	dos	do	NOUN
bracis-33552	332	107	santosview	santosview	NOUN
bracis-33552	332	108	author	author	NOUN
bracis-33552	332	109	publications	publication	NOUN
bracis-33552	332	110	search	search	NOUN
bracis-33552	332	111	author	author	NOUN
bracis-33552	332	112	on	on	ADP
bracis-33552	332	113	:	:	PUNCT
bracis-33552	332	114	pubmed	pubmed	PROPN
bracis-33552	332	115	 	 	SPACE
bracis-33552	332	116	google	google	PROPN
bracis-33552	332	117	scholar	scholar	NOUN
bracis-33552	332	118	alessandro	alessandro	PROPN
bracis-33552	332	119	l.	l.	PROPN
bracis-33552	332	120	koerichview	koerichview	PROPN
bracis-33552	332	121	author	author	NOUN
bracis-33552	332	122	publications	publication	NOUN
bracis-33552	332	123	search	search	NOUN
bracis-33552	332	124	author	author	NOUN
bracis-33552	332	125	on	on	ADP
bracis-33552	332	126	:	:	PUNCT
bracis-33552	332	127	pubmed	pubmed	PROPN
bracis-33552	332	128	 	 	SPACE
bracis-33552	332	129	google	google	PROPN
bracis-33552	332	130	scholar	scholar	NOUN
bracis-33552	332	131	waldir	waldir	NOUN
bracis-33552	332	132	s.	s.	PROPN
bracis-33552	332	133	da	da	PROPN
bracis-33552	332	134	silva	silva	PROPN
bracis-33552	332	135	juniorview	juniorview	PROPN
bracis-33552	332	136	author	author	NOUN
bracis-33552	332	137	publications	publication	NOUN
bracis-33552	332	138	search	search	NOUN
bracis-33552	332	139	author	author	NOUN
bracis-33552	332	140	on	on	ADP
bracis-33552	332	141	:	:	PUNCT
bracis-33552	332	142	pubmed	pubmed	PROPN
bracis-33552	332	143	 	 	SPACE
bracis-33552	332	144	google	google	PROPN
bracis-33552	332	145	scholar	scholar	NOUN
bracis-33552	332	146	corresponding	correspond	VERB
bracis-33552	332	147	author	author	NOUN
bracis-33552	332	148	correspondence	correspondence	NOUN
bracis-33552	332	149	to	to	ADP
bracis-33552	332	150	bernardo	bernardo	PROPN
bracis-33552	332	151	b.	b.	PROPN
bracis-33552	332	152	gatto	gatto	PROPN
bracis-33552	332	153	.	.	PUNCT
bracis-33552	333	1	editor	editor	NOUN
bracis-33552	333	2	information	information	NOUN
bracis-33552	333	3	editors	editor	NOUN
bracis-33552	333	4	and	and	CCONJ
bracis-33552	333	5	affiliations	affiliation	NOUN
bracis-33552	333	6	universidade	universidade	VERB
bracis-33552	333	7	federal	federal	PROPN
bracis-33552	333	8	fluminense	fluminense	PROPN
bracis-33552	333	9	,	,	PUNCT
bracis-33552	333	10	niterói	niterói	PROPN
bracis-33552	333	11	,	,	PUNCT
bracis-33552	333	12	brazil	brazil	PROPN
bracis-33552	333	13	aline	aline	PROPN
bracis-33552	333	14	paes	paes	PROPN
bracis-33552	333	15	instituto	instituto	PROPN
bracis-33552	333	16	tecnológico	tecnológico	PROPN
bracis-33552	333	17	de	de	PROPN
bracis-33552	333	18	aeronáutica	aeronáutica	PROPN
bracis-33552	333	19	,	,	PUNCT
bracis-33552	333	20	são	são	PROPN
bracis-33552	333	21	josé	josé	PROPN
bracis-33552	333	22	dos	dos	PROPN
bracis-33552	333	23	campos	campos	PROPN
bracis-33552	333	24	,	,	PUNCT
bracis-33552	333	25	brazil	brazil	PROPN
bracis-33552	333	26	filipe	filipe	PROPN
bracis-33552	333	27	a.	a.	PROPN
bracis-33552	333	28	n.	n.	PROPN
bracis-33552	333	29	verri	verri	PROPN
bracis-33552	333	30	rights	right	NOUN
bracis-33552	333	31	and	and	CCONJ
bracis-33552	333	32	permissions	permission	NOUN
bracis-33552	333	33	reprints	reprint	NOUN
bracis-33552	333	34	and	and	CCONJ
bracis-33552	333	35	permissions	permission	VERB
bracis-33552	333	36	copyright	copyright	NOUN
bracis-33552	333	37	information	information	NOUN
bracis-33552	333	38	©	©	ADP
bracis-33552	333	39	2025	2025	NUM
bracis-33552	333	40	the	the	DET
bracis-33552	333	41	author(s	author(s	NOUN
bracis-33552	333	42	)	)	PUNCT
bracis-33552	333	43	,	,	PUNCT
bracis-33552	333	44	under	under	ADP
bracis-33552	333	45	exclusive	exclusive	ADJ
bracis-33552	333	46	license	license	NOUN
bracis-33552	333	47	to	to	ADP
bracis-33552	333	48	springer	springer	NOUN
bracis-33552	333	49	nature	nature	PROPN
bracis-33552	333	50	switzerland	switzerland	PROPN
bracis-33552	333	51	ag	ag	PROPN
bracis-33552	333	52	about	about	ADP
bracis-33552	333	53	this	this	DET
bracis-33552	333	54	paper	paper	NOUN
bracis-33552	333	55	cite	cite	VERB
bracis-33552	333	56	this	this	DET
bracis-33552	333	57	paper	paper	NOUN
bracis-33552	333	58	gatto	gatto	NOUN
bracis-33552	333	59	,	,	PUNCT
bracis-33552	333	60	b.b	b.b	PROPN
bracis-33552	333	61	.	.	PROPN
bracis-33552	333	62	,	,	PUNCT
bracis-33552	333	63	mollinetti	mollinetti	PROPN
bracis-33552	333	64	,	,	PUNCT
bracis-33552	333	65	m.a.f	m.a.f	NOUN
bracis-33552	333	66	.	.	PUNCT
bracis-33552	333	67	,	,	PUNCT
bracis-33552	333	68	dos	do	VERB
bracis-33552	333	69	santos	santos	PROPN
bracis-33552	333	70	,	,	PUNCT
bracis-33552	333	71	e.m	e.m	PROPN
bracis-33552	333	72	.	.	PROPN
bracis-33552	333	73	,	,	PUNCT
bracis-33552	333	74	koerich	koerich	PROPN
bracis-33552	333	75	,	,	PUNCT
bracis-33552	333	76	a.l	a.l	PROPN
bracis-33552	333	77	.	.	PROPN
bracis-33552	333	78	,	,	PUNCT
bracis-33552	333	79	da	da	PROPN
bracis-33552	333	80	silva	silva	PROPN
bracis-33552	333	81	junior	junior	PROPN
bracis-33552	333	82	,	,	PUNCT
bracis-33552	333	83	w.s	w.s	PROPN
bracis-33552	333	84	.	.	PROPN
bracis-33552	333	85	(	(	PUNCT
bracis-33552	333	86	2025	2025	NUM
bracis-33552	333	87	)	)	PUNCT
bracis-33552	333	88	.	.	PUNCT
bracis-33552	334	1	a	a	DET
bracis-33552	334	2	novel	novel	ADJ
bracis-33552	334	3	genetic	genetic	ADJ
bracis-33552	334	4	algorithm	algorithm	NOUN
bracis-33552	334	5	approach	approach	NOUN
bracis-33552	334	6	for	for	ADP
bracis-33552	334	7	discriminative	discriminative	NOUN
bracis-33552	334	8	subspace	subspace	NOUN
bracis-33552	334	9	optimization	optimization	NOUN
bracis-33552	334	10	.	.	PUNCT
bracis-33552	335	1	in	in	ADP
bracis-33552	335	2	:	:	PUNCT
bracis-33552	335	3	paes	paes	PROPN
bracis-33552	335	4	,	,	PUNCT
bracis-33552	335	5	a.	a.	PROPN
bracis-33552	335	6	,	,	PUNCT
bracis-33552	335	7	verri	verri	NOUN
bracis-33552	335	8	,	,	PUNCT
bracis-33552	335	9	f.a.n	f.a.n	ADJ
bracis-33552	335	10	.	.	PUNCT
bracis-33552	335	11	(	(	PUNCT
bracis-33552	335	12	eds	ed	NOUN
bracis-33552	335	13	)	)	PUNCT
bracis-33552	335	14	intelligent	intelligent	ADJ
bracis-33552	335	15	systems	system	NOUN
bracis-33552	335	16	.	.	PUNCT
bracis-33552	335	17	bracis	bracis	PROPN
bracis-33552	335	18	2024	2024	NUM
bracis-33552	335	19	.	.	PUNCT
bracis-33552	336	1	lecture	lecture	NOUN
bracis-33552	336	2	notes	note	NOUN
bracis-33552	336	3	in	in	ADP
bracis-33552	336	4	computer	computer	NOUN
bracis-33552	336	5	science	science	NOUN
bracis-33552	336	6	(	(	PUNCT
bracis-33552	336	7	)	)	PUNCT
bracis-33552	336	8	,	,	PUNCT
bracis-33552	336	9	vol	vol	NOUN
bracis-33552	336	10	15412	15412	NUM
bracis-33552	336	11	.	.	PUNCT
bracis-33552	337	1	springer	springer	NOUN
bracis-33552	337	2	,	,	PUNCT
bracis-33552	337	3	cham	cham	PROPN
bracis-33552	337	4	.	.	PUNCT
bracis-33552	338	1	https://doi.org/10.1007/978-3-031-79029-4_5	https://doi.org/10.1007/978-3-031-79029-4_5	PROPN
bracis-33552	338	2	download	download	PROPN
bracis-33552	338	3	citation	citation	NOUN
bracis-33552	338	4	.ris	.ris	PUNCT
bracis-33552	338	5	.enw	.enw	PROPN
bracis-33552	338	6	.bib	.bib	PUNCT
bracis-33552	339	1	doi	doi	PROPN
bracis-33552	339	2	:	:	PUNCT
bracis-33552	339	3	https://doi.org/10.1007/978-3-031-79029-4_5	https://doi.org/10.1007/978-3-031-79029-4_5	NUM
bracis-33552	339	4	published	publish	VERB
bracis-33552	339	5	:	:	PUNCT
bracis-33552	339	6	30	30	NUM
bracis-33552	339	7	january	january	PROPN
bracis-33552	339	8	2025	2025	NUM
bracis-33552	339	9	publisher	publisher	NOUN
bracis-33552	339	10	name	name	NOUN
bracis-33552	339	11	:	:	PUNCT
bracis-33552	339	12	springer	springer	NOUN
bracis-33552	339	13	,	,	PUNCT
bracis-33552	339	14	cham	cham	PROPN
bracis-33552	339	15	print	print	PROPN
bracis-33552	339	16	isbn	isbn	PROPN
bracis-33552	339	17	:	:	PUNCT
bracis-33552	339	18	978	978	NUM
bracis-33552	339	19	-	-	SYM
bracis-33552	339	20	3	3	NUM
bracis-33552	339	21	-	-	PUNCT
bracis-33552	339	22	031	031	NUM
bracis-33552	339	23	-	-	PUNCT
bracis-33552	339	24	79028	79028	NUM
bracis-33552	339	25	-	-	SYM
bracis-33552	339	26	7	7	NUM
bracis-33552	339	27	online	online	ADJ
bracis-33552	339	28	isbn	isbn	NOUN
bracis-33552	339	29	:	:	PUNCT
bracis-33552	339	30	978	978	NUM
bracis-33552	339	31	-	-	SYM
bracis-33552	339	32	3	3	NUM
bracis-33552	339	33	-	-	PUNCT
bracis-33552	339	34	031	031	NUM
bracis-33552	339	35	-	-	PUNCT
bracis-33552	339	36	79029	79029	NUM
bracis-33552	339	37	-	-	SYM
bracis-33552	339	38	4	4	NUM
bracis-33552	339	39	ebook	ebook	NOUN
bracis-33552	339	40	packages	package	NOUN
bracis-33552	339	41	:	:	PUNCT
bracis-33552	339	42	computer	computer	NOUN
bracis-33552	339	43	sciencecomputer	sciencecomputer	NOUN
bracis-33552	339	44	science	science	NOUN
bracis-33552	339	45	(	(	PUNCT
bracis-33552	339	46	r0	r0	NOUN
bracis-33552	339	47	)	)	PUNCT
bracis-33552	339	48	share	share	VERB
bracis-33552	339	49	this	this	DET
bracis-33552	339	50	paper	paper	NOUN
bracis-33552	339	51	anyone	anyone	PRON
bracis-33552	339	52	you	you	PRON
bracis-33552	339	53	share	share	VERB
bracis-33552	339	54	the	the	DET
bracis-33552	339	55	following	follow	VERB
bracis-33552	339	56	link	link	NOUN
bracis-33552	339	57	with	with	ADP
bracis-33552	339	58	will	will	AUX
bracis-33552	339	59	be	be	AUX
bracis-33552	339	60	able	able	ADJ
bracis-33552	339	61	to	to	PART
bracis-33552	339	62	read	read	VERB
bracis-33552	339	63	this	this	DET
bracis-33552	339	64	content	content	NOUN
bracis-33552	339	65	:	:	PUNCT
bracis-33552	339	66	get	get	VERB
bracis-33552	339	67	shareable	shareable	ADJ
bracis-33552	339	68	linksorry	linksorry	NOUN
bracis-33552	339	69	,	,	PUNCT
bracis-33552	339	70	a	a	DET
bracis-33552	339	71	shareable	shareable	ADJ
bracis-33552	339	72	link	link	NOUN
bracis-33552	339	73	is	be	AUX
bracis-33552	339	74	not	not	PART
bracis-33552	339	75	currently	currently	ADV
bracis-33552	339	76	available	available	ADJ
bracis-33552	339	77	for	for	ADP
bracis-33552	339	78	this	this	DET
bracis-33552	339	79	article	article	NOUN
bracis-33552	339	80	.	.	PUNCT
bracis-33552	340	1	copy	copy	VERB
bracis-33552	340	2	shareable	shareable	ADJ
bracis-33552	340	3	link	link	NOUN
bracis-33552	340	4	to	to	PART
bracis-33552	340	5	clipboard	clipboard	NOUN
bracis-33552	340	6	provided	provide	VERB
bracis-33552	340	7	by	by	ADP
bracis-33552	340	8	the	the	DET
bracis-33552	340	9	springer	springer	NOUN
bracis-33552	340	10	nature	nature	PROPN
bracis-33552	340	11	sharedit	sharedit	PROPN
bracis-33552	340	12	content	content	NOUN
bracis-33552	340	13	-	-	PUNCT
bracis-33552	340	14	sharing	share	VERB
bracis-33552	340	15	initiative	initiative	NOUN
bracis-33552	340	16	keywords	keyword	NOUN
bracis-33552	340	17	subspace	subspace	NOUN
bracis-33552	340	18	representation	representation	NOUN
bracis-33552	340	19	genetic	genetic	ADJ
bracis-33552	340	20	algorithm	algorithm	NOUN
bracis-33552	340	21	discriminative	discriminative	NOUN
bracis-33552	340	22	learning	learn	VERB
bracis-33552	340	23	publish	publish	VERB
bracis-33552	340	24	with	with	ADP
bracis-33552	340	25	us	us	PROPN
bracis-33552	340	26	policies	policy	NOUN
bracis-33552	340	27	and	and	CCONJ
bracis-33552	340	28	ethics	ethic	NOUN
bracis-33552	340	29	profiles	profile	NOUN
bracis-33552	340	30	alessandro	alessandro	PROPN
bracis-33552	340	31	l.	l.	PROPN
bracis-33552	340	32	koerich	koerich	PROPN
bracis-33552	340	33	view	view	NOUN
bracis-33552	340	34	author	author	NOUN
bracis-33552	340	35	profile	profile	NOUN
bracis-33552	340	36	search	search	NOUN
bracis-33552	340	37	search	search	NOUN
bracis-33552	340	38	by	by	ADP
bracis-33552	340	39	keyword	keyword	NOUN
bracis-33552	340	40	or	or	CCONJ
bracis-33552	340	41	author	author	NOUN
bracis-33552	340	42	search	search	NOUN
bracis-33552	340	43	navigation	navigation	NOUN
bracis-33552	340	44	find	find	VERB
bracis-33552	340	45	a	a	DET
bracis-33552	340	46	journal	journal	NOUN
bracis-33552	340	47	publish	publish	VERB
bracis-33552	340	48	with	with	ADP
bracis-33552	340	49	us	we	PRON
bracis-33552	340	50	track	track	VERB
bracis-33552	340	51	your	your	PRON
bracis-33552	340	52	research	research	NOUN
bracis-33552	340	53	discover	discover	VERB
bracis-33552	340	54	content	content	NOUN
bracis-33552	340	55	journals	journal	NOUN
bracis-33552	340	56	a	a	DET
bracis-33552	340	57	-	-	PUNCT
bracis-33552	340	58	z	z	NOUN
bracis-33552	340	59	books	book	NOUN
bracis-33552	340	60	a	a	DET
bracis-33552	340	61	-	-	PUNCT
bracis-33552	340	62	z	z	NOUN
bracis-33552	340	63	publish	publish	NOUN
bracis-33552	340	64	with	with	ADP
bracis-33552	340	65	us	us	PROPN
bracis-33552	340	66	journal	journal	PROPN
bracis-33552	340	67	finder	finder	PROPN
bracis-33552	340	68	publish	publish	VERB
bracis-33552	340	69	your	your	PRON
bracis-33552	340	70	research	research	NOUN
bracis-33552	340	71	language	language	NOUN
bracis-33552	340	72	editing	edit	VERB
bracis-33552	340	73	open	open	ADJ
bracis-33552	340	74	access	access	NOUN
bracis-33552	340	75	publishing	publishing	NOUN
bracis-33552	340	76	products	product	NOUN
bracis-33552	340	77	and	and	CCONJ
bracis-33552	340	78	services	service	NOUN
bracis-33552	340	79	our	our	PRON
bracis-33552	340	80	products	product	NOUN
bracis-33552	340	81	librarians	librarian	VERB
bracis-33552	340	82	societies	society	NOUN
bracis-33552	340	83	partners	partner	NOUN
bracis-33552	340	84	and	and	CCONJ
bracis-33552	340	85	advertisers	advertiser	NOUN
bracis-33552	340	86	our	our	PRON
bracis-33552	340	87	brands	brand	NOUN
bracis-33552	340	88	springer	springer	NOUN
bracis-33552	340	89	nature	nature	PROPN
bracis-33552	340	90	portfolio	portfolio	PROPN
bracis-33552	340	91	bmc	bmc	PROPN
bracis-33552	340	92	palgrave	palgrave	PROPN
bracis-33552	340	93	macmillan	macmillan	PROPN
bracis-33552	340	94	apress	apress	PROPN
bracis-33552	340	95	discover	discover	VERB
bracis-33552	340	96	your	your	PRON
bracis-33552	340	97	privacy	privacy	NOUN
bracis-33552	340	98	choices	choice	NOUN
bracis-33552	340	99	/	/	SYM
bracis-33552	340	100	manage	manage	NOUN
bracis-33552	340	101	cookies	cookie	NOUN
bracis-33552	340	102	your	your	PRON
bracis-33552	340	103	us	us	PROPN
bracis-33552	341	1	state	state	NOUN
bracis-33552	341	2	privacy	privacy	NOUN
bracis-33552	341	3	rights	right	NOUN
bracis-33552	341	4	accessibility	accessibility	NOUN
bracis-33552	341	5	statement	statement	NOUN
bracis-33552	341	6	terms	term	NOUN
bracis-33552	341	7	and	and	CCONJ
bracis-33552	341	8	conditions	condition	NOUN
bracis-33552	341	9	privacy	privacy	NOUN
bracis-33552	341	10	policy	policy	NOUN
bracis-33552	341	11	help	help	NOUN
bracis-33552	341	12	and	and	CCONJ
bracis-33552	341	13	support	support	VERB
bracis-33552	341	14	legal	legal	ADJ
bracis-33552	341	15	notice	notice	NOUN
bracis-33552	341	16	cancel	cancel	VERB
bracis-33552	341	17	contracts	contract	NOUN
bracis-33552	341	18	here	here	ADV
bracis-33552	341	19	129.74.145.123	129.74.145.123	NUM
bracis-33552	341	20	hesburgh	hesburgh	PROPN
bracis-33552	341	21	library	library	PROPN
bracis-33552	341	22	er	er	INTJ
bracis-33552	341	23	unit	unit	NOUN
bracis-33552	341	24	(	(	PUNCT
bracis-33552	341	25	3005732405	3005732405	NUM
bracis-33552	341	26	)	)	PUNCT
bracis-33552	341	27	northeast	northeast	ADJ
bracis-33552	341	28	research	research	NOUN
bracis-33552	341	29	libraries	library	NOUN
bracis-33552	341	30	(	(	PUNCT
bracis-33552	341	31	nerl	nerl	PROPN
bracis-33552	341	32	)	)	PUNCT
bracis-33552	341	33	(	(	PUNCT
bracis-33552	341	34	8200828607	8200828607	NUM
bracis-33552	341	35	)	)	PUNCT
bracis-33552	341	36	nerl	nerl	VERB
bracis-33552	341	37	ta	ta	X
bracis-33552	341	38	account	account	NOUN
bracis-33552	341	39	(	(	PUNCT
bracis-33552	341	40	3006206169	3006206169	NUM
bracis-33552	341	41	)	)	PUNCT
bracis-33552	341	42	university	university	NOUN
bracis-33552	341	43	of	of	ADP
bracis-33552	341	44	notre	notre	PROPN
bracis-33552	341	45	dame	dame	PROPN
bracis-33552	341	46	hesburgh	hesburgh	PROPN
bracis-33552	341	47	library	library	NOUN
bracis-33552	341	48	(	(	PUNCT
bracis-33552	341	49	3000184373	3000184373	NUM
bracis-33552	341	50	)	)	PUNCT
bracis-33552	342	1	©	©	ADP
bracis-33552	342	2	2025	2025	NUM
bracis-33552	342	3	springer	springer	NOUN
bracis-33552	342	4	nature	nature	NOUN