id	sid	tid	token	lemma	pos
bracis-28411	1	1	development	development	NOUN
bracis-28411	1	2	of	of	ADP
bracis-28411	1	3	a	a	DET
bracis-28411	1	4	deep	deep	ADJ
bracis-28411	1	5	learning	learning	NOUN
bracis-28411	1	6	model	model	NOUN
bracis-28411	1	7	for	for	ADP
bracis-28411	1	8	the	the	DET
bracis-28411	1	9	classification	classification	NOUN
bracis-28411	1	10	of	of	ADP
bracis-28411	1	11	mosquito	mosquito	ADJ
bracis-28411	1	12	larvae	larvae	NOUN
bracis-28411	1	13	images	image	NOUN
bracis-28411	1	14	|	|	ADV
bracis-28411	1	15	springer	springer	NOUN
bracis-28411	1	16	nature	nature	NOUN
bracis-28411	1	17	link	link	PROPN
bracis-28411	1	18	(	(	PUNCT
bracis-28411	1	19	formerly	formerly	ADV
bracis-28411	1	20	springerlink	springerlink	NOUN
bracis-28411	1	21	)	)	PUNCT
bracis-28411	1	22	skip	skip	VERB
bracis-28411	1	23	to	to	ADP
bracis-28411	1	24	main	main	ADJ
bracis-28411	1	25	content	content	NOUN
bracis-28411	1	26	advertisement	advertisement	NOUN
bracis-28411	1	27	log	log	NOUN
bracis-28411	1	28	in	in	ADP
bracis-28411	1	29	menu	menu	NOUN
bracis-28411	1	30	find	find	VERB
bracis-28411	1	31	a	a	DET
bracis-28411	1	32	journal	journal	NOUN
bracis-28411	1	33	publish	publish	VERB
bracis-28411	1	34	with	with	ADP
bracis-28411	1	35	us	we	PRON
bracis-28411	1	36	track	track	VERB
bracis-28411	1	37	your	your	PRON
bracis-28411	1	38	research	research	NOUN
bracis-28411	1	39	search	search	NOUN
bracis-28411	1	40	cart	cart	NOUN
bracis-28411	1	41	home	home	NOUN
bracis-28411	1	42	intelligent	intelligent	ADJ
bracis-28411	1	43	systems	system	NOUN
bracis-28411	1	44	conference	conference	NOUN
bracis-28411	1	45	paper	paper	NOUN
bracis-28411	1	46	development	development	NOUN
bracis-28411	1	47	of	of	ADP
bracis-28411	1	48	a	a	DET
bracis-28411	1	49	deep	deep	ADJ
bracis-28411	1	50	learning	learning	NOUN
bracis-28411	1	51	model	model	NOUN
bracis-28411	1	52	for	for	ADP
bracis-28411	1	53	the	the	DET
bracis-28411	1	54	classification	classification	NOUN
bracis-28411	1	55	of	of	ADP
bracis-28411	1	56	mosquito	mosquito	ADJ
bracis-28411	1	57	larvae	larvae	NOUN
bracis-28411	1	58	images	image	NOUN
bracis-28411	1	59	conference	conference	NOUN
bracis-28411	1	60	paper	paper	NOUN
bracis-28411	1	61	first	first	ADV
bracis-28411	1	62	online	online	ADV
bracis-28411	1	63	:	:	PUNCT
bracis-28411	1	64	12	12	NUM
bracis-28411	1	65	october	october	NOUN
bracis-28411	1	66	2023	2023	NUM
bracis-28411	1	67	pp	pp	PRON
bracis-28411	1	68	129–145	129–145	NUM
bracis-28411	1	69	cite	cite	VERB
bracis-28411	1	70	this	this	DET
bracis-28411	1	71	conference	conference	NOUN
bracis-28411	1	72	paper	paper	NOUN
bracis-28411	1	73	access	access	NOUN
bracis-28411	1	74	provided	provide	VERB
bracis-28411	1	75	by	by	ADP
bracis-28411	1	76	university	university	PROPN
bracis-28411	1	77	of	of	ADP
bracis-28411	1	78	notre	notre	PROPN
bracis-28411	1	79	dame	dame	PROPN
bracis-28411	1	80	hesburgh	hesburgh	PROPN
bracis-28411	1	81	library	library	PROPN
bracis-28411	1	82	download	download	PROPN
bracis-28411	1	83	book	book	NOUN
bracis-28411	1	84	pdf	pdf	PROPN
bracis-28411	1	85	download	download	NOUN
bracis-28411	1	86	book	book	NOUN
bracis-28411	1	87	epub	epub	PROPN
bracis-28411	1	88	intelligent	intelligent	ADJ
bracis-28411	1	89	systems	system	NOUN
bracis-28411	1	90	(	(	PUNCT
bracis-28411	1	91	bracis	bracis	NOUN
bracis-28411	1	92	2023	2023	NUM
bracis-28411	1	93	)	)	PUNCT
bracis-28411	1	94	development	development	NOUN
bracis-28411	1	95	of	of	ADP
bracis-28411	1	96	a	a	DET
bracis-28411	1	97	deep	deep	ADJ
bracis-28411	1	98	learning	learning	NOUN
bracis-28411	1	99	model	model	NOUN
bracis-28411	1	100	for	for	ADP
bracis-28411	1	101	the	the	DET
bracis-28411	1	102	classification	classification	NOUN
bracis-28411	1	103	of	of	ADP
bracis-28411	1	104	mosquito	mosquito	ADJ
bracis-28411	1	105	larvae	larvae	NOUN
bracis-28411	1	106	images	image	NOUN
bracis-28411	1	107	download	download	NOUN
bracis-28411	1	108	book	book	NOUN
bracis-28411	1	109	pdf	pdf	PROPN
bracis-28411	1	110	download	download	NOUN
bracis-28411	1	111	book	book	PROPN
bracis-28411	1	112	epub	epub	PROPN
bracis-28411	1	113	ramon	ramon	PROPN
bracis-28411	1	114	mayor	mayor	PROPN
bracis-28411	1	115	martins9	martins9	PROPN
bracis-28411	1	116	,	,	PUNCT
bracis-28411	1	117	bruno	bruno	PROPN
bracis-28411	1	118	manarin	manarin	PROPN
bracis-28411	1	119	espíndola9	espíndola9	PROPN
bracis-28411	1	120	,	,	PUNCT
bracis-28411	1	121	pedro	pedro	PROPN
bracis-28411	1	122	philippi	philippi	PROPN
bracis-28411	1	123	araujo9	araujo9	PROPN
bracis-28411	1	124	,	,	PUNCT
bracis-28411	1	125	christiane	christiane	PROPN
bracis-28411	1	126	gresse	gresse	PROPN
bracis-28411	1	127	von	von	PROPN
bracis-28411	1	128	wangenheim9	wangenheim9	PROPN
bracis-28411	1	129	,	,	PUNCT
bracis-28411	1	130	carlos	carlos	PROPN
bracis-28411	1	131	josé	josé	PROPN
bracis-28411	1	132	de	de	PROPN
bracis-28411	1	133	carvalho	carvalho	PROPN
bracis-28411	1	134	pinto10	pinto10	PROPN
bracis-28411	1	135	&	&	CCONJ
bracis-28411	1	136	…	…	PUNCT
bracis-28411	1	137	gisele	gisele	PROPN
bracis-28411	1	138	caminha11	caminha11	PROPN
bracis-28411	1	139	  	  	SPACE
bracis-28411	1	140	show	show	VERB
bracis-28411	1	141	authors	author	NOUN
bracis-28411	1	142	part	part	NOUN
bracis-28411	1	143	of	of	ADP
bracis-28411	1	144	the	the	DET
bracis-28411	1	145	book	book	NOUN
bracis-28411	1	146	series	series	NOUN
bracis-28411	1	147	:	:	PUNCT
bracis-28411	1	148	lecture	lecture	NOUN
bracis-28411	1	149	notes	note	NOUN
bracis-28411	1	150	in	in	ADP
bracis-28411	1	151	computer	computer	NOUN
bracis-28411	1	152	science	science	NOUN
bracis-28411	1	153	(	(	PUNCT
bracis-28411	1	154	(	(	PUNCT
bracis-28411	1	155	lnai	lnai	ADJ
bracis-28411	1	156	,	,	PUNCT
bracis-28411	1	157	volume	volume	NOUN
bracis-28411	1	158	14197	14197	NUM
bracis-28411	1	159	)	)	PUNCT
bracis-28411	1	160	)	)	PUNCT
bracis-28411	1	161	included	include	VERB
bracis-28411	1	162	in	in	ADP
bracis-28411	1	163	the	the	DET
bracis-28411	1	164	following	follow	VERB
bracis-28411	1	165	conference	conference	NOUN
bracis-28411	1	166	series	series	NOUN
bracis-28411	1	167	:	:	PUNCT
bracis-28411	1	168	brazilian	brazilian	ADJ
bracis-28411	1	169	conference	conference	NOUN
bracis-28411	1	170	on	on	ADP
bracis-28411	1	171	intelligent	intelligent	ADJ
bracis-28411	1	172	systems	system	NOUN
bracis-28411	1	173	533	533	NUM
bracis-28411	1	174	accesses	access	NOUN
bracis-28411	1	175	4	4	NUM
bracis-28411	1	176	citations	citation	NOUN
bracis-28411	1	177	1	1	NUM
bracis-28411	1	178	altmetric	altmetric	ADJ
bracis-28411	1	179	abstract	abstract	ADJ
bracis-28411	1	180	dengue	dengue	NOUN
bracis-28411	1	181	is	be	AUX
bracis-28411	1	182	a	a	DET
bracis-28411	1	183	disease	disease	NOUN
bracis-28411	1	184	that	that	PRON
bracis-28411	1	185	is	be	AUX
bracis-28411	1	186	endemic	endemic	ADJ
bracis-28411	1	187	to	to	ADP
bracis-28411	1	188	certain	certain	ADJ
bracis-28411	1	189	regions	region	NOUN
bracis-28411	1	190	,	,	PUNCT
bracis-28411	1	191	and	and	CCONJ
bracis-28411	1	192	in	in	ADP
bracis-28411	1	193	2022	2022	NUM
bracis-28411	1	194	,	,	PUNCT
bracis-28411	1	195	it	it	PRON
bracis-28411	1	196	was	be	AUX
bracis-28411	1	197	responsible	responsible	ADJ
bracis-28411	1	198	for	for	ADP
bracis-28411	1	199	more	more	ADJ
bracis-28411	1	200	than	than	ADP
bracis-28411	1	201	three	three	NUM
bracis-28411	1	202	million	million	NUM
bracis-28411	1	203	cases	case	NOUN
bracis-28411	1	204	in	in	ADP
bracis-28411	1	205	the	the	DET
bracis-28411	1	206	americas	america	NOUN
bracis-28411	1	207	.	.	PUNCT
bracis-28411	2	1	one	one	NUM
bracis-28411	2	2	of	of	ADP
bracis-28411	2	3	the	the	DET
bracis-28411	2	4	most	most	ADV
bracis-28411	2	5	effective	effective	ADJ
bracis-28411	2	6	ways	way	NOUN
bracis-28411	2	7	to	to	PART
bracis-28411	2	8	prevent	prevent	VERB
bracis-28411	2	9	dengue	dengue	NOUN
bracis-28411	2	10	is	be	AUX
bracis-28411	2	11	by	by	ADP
bracis-28411	2	12	preventing	prevent	VERB
bracis-28411	2	13	the	the	DET
bracis-28411	2	14	formation	formation	NOUN
bracis-28411	2	15	of	of	ADP
bracis-28411	2	16	breeding	breed	VERB
bracis-28411	2	17	sites	site	NOUN
bracis-28411	2	18	for	for	ADP
bracis-28411	2	19	the	the	DET
bracis-28411	2	20	aedes	aedes	PROPN
bracis-28411	2	21	aegypti	aegypti	VERB
bracis-28411	2	22	mosquito	mosquito	NOUN
bracis-28411	2	23	,	,	PUNCT
bracis-28411	2	24	which	which	PRON
bracis-28411	2	25	is	be	AUX
bracis-28411	2	26	the	the	DET
bracis-28411	2	27	primary	primary	ADJ
bracis-28411	2	28	vector	vector	NOUN
bracis-28411	2	29	of	of	ADP
bracis-28411	2	30	the	the	DET
bracis-28411	2	31	disease	disease	NOUN
bracis-28411	2	32	.	.	PUNCT
bracis-28411	3	1	unfortunately	unfortunately	ADV
bracis-28411	3	2	,	,	PUNCT
bracis-28411	3	3	identifying	identify	VERB
bracis-28411	3	4	these	these	DET
bracis-28411	3	5	breeding	breeding	NOUN
bracis-28411	3	6	sites	site	NOUN
bracis-28411	3	7	remains	remain	VERB
bracis-28411	3	8	a	a	DET
bracis-28411	3	9	challenge	challenge	NOUN
bracis-28411	3	10	as	as	SCONJ
bracis-28411	3	11	citizens	citizen	NOUN
bracis-28411	3	12	lack	lack	VERB
bracis-28411	3	13	knowledge	knowledge	NOUN
bracis-28411	3	14	to	to	PART
bracis-28411	3	15	distinguish	distinguish	VERB
bracis-28411	3	16	ae	ae	PROPN
bracis-28411	3	17	.	.	PUNCT
bracis-28411	4	1	aegypti	aegypti	VERB
bracis-28411	4	2	larvae	larvae	NOUN
bracis-28411	4	3	from	from	ADP
bracis-28411	4	4	other	other	ADJ
bracis-28411	4	5	species	specie	NOUN
bracis-28411	4	6	.	.	PUNCT
bracis-28411	5	1	a	a	DET
bracis-28411	5	2	solution	solution	NOUN
bracis-28411	5	3	can	can	AUX
bracis-28411	5	4	be	be	AUX
bracis-28411	5	5	the	the	DET
bracis-28411	5	6	development	development	NOUN
bracis-28411	5	7	of	of	ADP
bracis-28411	5	8	a	a	DET
bracis-28411	5	9	deep	deep	ADJ
bracis-28411	5	10	learning	learning	NOUN
bracis-28411	5	11	model	model	NOUN
bracis-28411	5	12	,	,	PUNCT
bracis-28411	5	13	to	to	PART
bracis-28411	5	14	be	be	AUX
bracis-28411	5	15	deployed	deploy	VERB
bracis-28411	5	16	in	in	ADP
bracis-28411	5	17	a	a	DET
bracis-28411	5	18	mobile	mobile	ADJ
bracis-28411	5	19	application	application	NOUN
bracis-28411	5	20	that	that	PRON
bracis-28411	5	21	classifies	classify	VERB
bracis-28411	5	22	mosquito	mosquito	ADJ
bracis-28411	5	23	species	specie	NOUN
bracis-28411	5	24	using	use	VERB
bracis-28411	5	25	photos	photo	NOUN
bracis-28411	5	26	of	of	ADP
bracis-28411	5	27	larvae	larvae	NOUN
bracis-28411	5	28	.	.	PUNCT
bracis-28411	6	1	currently	currently	ADV
bracis-28411	6	2	only	only	ADV
bracis-28411	6	3	a	a	DET
bracis-28411	6	4	few	few	ADJ
bracis-28411	6	5	models	model	NOUN
bracis-28411	6	6	are	be	AUX
bracis-28411	6	7	available	available	ADJ
bracis-28411	6	8	that	that	SCONJ
bracis-28411	6	9	mostly	mostly	ADV
bracis-28411	6	10	differentiate	differentiate	VERB
bracis-28411	6	11	only	only	ADV
bracis-28411	6	12	between	between	ADP
bracis-28411	6	13	genera	genera	NOUN
bracis-28411	6	14	(	(	PUNCT
bracis-28411	6	15	aedes	aedes	PROPN
bracis-28411	6	16	versus	versus	ADP
bracis-28411	6	17	non	non	PROPN
bracis-28411	6	18	-	-	PROPN
bracis-28411	6	19	aedes	aedes	PROPN
bracis-28411	6	20	)	)	PUNCT
bracis-28411	6	21	,	,	PUNCT
bracis-28411	6	22	or	or	CCONJ
bracis-28411	6	23	present	present	VERB
bracis-28411	6	24	very	very	ADV
bracis-28411	6	25	low	low	ADJ
bracis-28411	6	26	accuracy	accuracy	NOUN
bracis-28411	6	27	.	.	PUNCT
bracis-28411	7	1	therefore	therefore	ADV
bracis-28411	7	2	,	,	PUNCT
bracis-28411	7	3	the	the	DET
bracis-28411	7	4	objective	objective	NOUN
bracis-28411	7	5	of	of	ADP
bracis-28411	7	6	this	this	DET
bracis-28411	7	7	research	research	NOUN
bracis-28411	7	8	is	be	AUX
bracis-28411	7	9	to	to	PART
bracis-28411	7	10	develop	develop	VERB
bracis-28411	7	11	an	an	DET
bracis-28411	7	12	image	image	NOUN
bracis-28411	7	13	classification	classification	NOUN
bracis-28411	7	14	model	model	NOUN
bracis-28411	7	15	that	that	PRON
bracis-28411	7	16	can	can	AUX
bracis-28411	7	17	differentiate	differentiate	VERB
bracis-28411	7	18	between	between	ADP
bracis-28411	7	19	ae	ae	PROPN
bracis-28411	7	20	.	.	PUNCT
bracis-28411	8	1	aegypti	aegypti	PROPN
bracis-28411	8	2	,	,	PUNCT
bracis-28411	8	3	aedes	aedes	PROPN
bracis-28411	8	4	albopictus	albopictus	PROPN
bracis-28411	8	5	,	,	PUNCT
bracis-28411	8	6	and	and	CCONJ
bracis-28411	8	7	culex	culex	PROPN
bracis-28411	8	8	sp	sp	PROPN
bracis-28411	8	9	.	.	PROPN
bracis-28411	8	10	larvae	larvae	PROPN
bracis-28411	8	11	using	use	VERB
bracis-28411	8	12	pictures	picture	NOUN
bracis-28411	8	13	taken	take	VERB
bracis-28411	8	14	with	with	ADP
bracis-28411	8	15	a	a	DET
bracis-28411	8	16	cellphone	cellphone	NOUN
bracis-28411	8	17	camera	camera	NOUN
bracis-28411	8	18	by	by	ADP
bracis-28411	8	19	comparing	compare	VERB
bracis-28411	8	20	various	various	ADJ
bracis-28411	8	21	deep	deep	ADJ
bracis-28411	8	22	learning	learning	NOUN
bracis-28411	8	23	models	model	NOUN
bracis-28411	8	24	(	(	PUNCT
bracis-28411	8	25	mobilenetv2	mobilenetv2	NOUN
bracis-28411	8	26	,	,	PUNCT
bracis-28411	8	27	resnet18	resnet18	NOUN
bracis-28411	8	28	,	,	PUNCT
bracis-28411	8	29	resnet34	resnet34	NOUN
bracis-28411	8	30	,	,	PUNCT
bracis-28411	8	31	efficientnet_b0	efficientnet_b0	NOUN
bracis-28411	8	32	and	and	CCONJ
bracis-28411	8	33	efficientnet_lite0	efficientnet_lite0	NOUN
bracis-28411	8	34	)	)	PUNCT
bracis-28411	8	35	.	.	PUNCT
bracis-28411	9	1	best	good	ADJ
bracis-28411	9	2	results	result	NOUN
bracis-28411	9	3	were	be	AUX
bracis-28411	9	4	obtained	obtain	VERB
bracis-28411	9	5	with	with	ADP
bracis-28411	9	6	efficientnet_lite0	efficientnet_lite0	NOUN
bracis-28411	9	7	with	with	ADP
bracis-28411	9	8	an	an	DET
bracis-28411	9	9	accuracy	accuracy	NOUN
bracis-28411	9	10	of	of	ADP
bracis-28411	9	11	97.5	97.5	NUM
bracis-28411	9	12	%	%	NOUN
bracis-28411	9	13	during	during	ADP
bracis-28411	9	14	validation	validation	NOUN
bracis-28411	9	15	and	and	CCONJ
bracis-28411	9	16	90	90	NUM
bracis-28411	9	17	%	%	NOUN
bracis-28411	9	18	during	during	ADP
bracis-28411	9	19	testing	testing	NOUN
bracis-28411	9	20	,	,	PUNCT
bracis-28411	9	21	an	an	DET
bracis-28411	9	22	acceptable	acceptable	ADJ
bracis-28411	9	23	result	result	NOUN
bracis-28411	9	24	considering	consider	VERB
bracis-28411	9	25	the	the	DET
bracis-28411	9	26	risks	risk	NOUN
bracis-28411	9	27	related	relate	VERB
bracis-28411	9	28	to	to	ADP
bracis-28411	9	29	a	a	DET
bracis-28411	9	30	misclassification	misclassification	NOUN
bracis-28411	9	31	in	in	ADP
bracis-28411	9	32	this	this	DET
bracis-28411	9	33	context	context	NOUN
bracis-28411	9	34	.	.	PUNCT
bracis-28411	10	1	these	these	DET
bracis-28411	10	2	results	result	NOUN
bracis-28411	10	3	demonstrate	demonstrate	VERB
bracis-28411	10	4	the	the	DET
bracis-28411	10	5	viability	viability	NOUN
bracis-28411	10	6	of	of	ADP
bracis-28411	10	7	a	a	DET
bracis-28411	10	8	classification	classification	NOUN
bracis-28411	10	9	of	of	ADP
bracis-28411	10	10	mosquito	mosquito	ADJ
bracis-28411	10	11	larvae	larvae	NOUN
bracis-28411	10	12	differentiating	differentiate	VERB
bracis-28411	10	13	even	even	ADV
bracis-28411	10	14	between	between	ADP
bracis-28411	10	15	aedes	aedes	PROPN
bracis-28411	10	16	species	species	PROPN
bracis-28411	10	17	and	and	CCONJ
bracis-28411	10	18	thus	thus	ADV
bracis-28411	10	19	providing	provide	VERB
bracis-28411	10	20	a	a	DET
bracis-28411	10	21	contribution	contribution	NOUN
bracis-28411	10	22	to	to	ADP
bracis-28411	10	23	the	the	DET
bracis-28411	10	24	prevention	prevention	NOUN
bracis-28411	10	25	of	of	ADP
bracis-28411	10	26	dengue	dengue	NOUN
bracis-28411	10	27	.	.	PUNCT
bracis-28411	11	1	access	access	NOUN
bracis-28411	11	2	provided	provide	VERB
bracis-28411	11	3	by	by	ADP
bracis-28411	11	4	university	university	PROPN
bracis-28411	11	5	of	of	ADP
bracis-28411	11	6	notre	notre	PROPN
bracis-28411	11	7	dame	dame	PROPN
bracis-28411	11	8	hesburgh	hesburgh	PROPN
bracis-28411	11	9	library	library	PROPN
bracis-28411	11	10	.	.	PUNCT
bracis-28411	12	1	download	download	PROPN
bracis-28411	12	2	conference	conference	NOUN
bracis-28411	12	3	paper	paper	NOUN
bracis-28411	12	4	pdf	pdf	NOUN
bracis-28411	12	5	similar	similar	ADJ
bracis-28411	12	6	content	content	NOUN
bracis-28411	12	7	being	be	AUX
bracis-28411	12	8	viewed	view	VERB
bracis-28411	12	9	by	by	ADP
bracis-28411	12	10	others	other	NOUN
bracis-28411	12	11	implementation	implementation	NOUN
bracis-28411	12	12	of	of	ADP
bracis-28411	12	13	a	a	DET
bracis-28411	12	14	deep	deep	ADJ
bracis-28411	12	15	learning	learning	NOUN
bracis-28411	12	16	model	model	NOUN
bracis-28411	12	17	for	for	ADP
bracis-28411	12	18	automated	automate	VERB
bracis-28411	12	19	classification	classification	NOUN
bracis-28411	12	20	of	of	ADP
bracis-28411	12	21	aedes	aedes	PROPN
bracis-28411	12	22	aegypti	aegypti	VERB
bracis-28411	12	23	(	(	PUNCT
bracis-28411	12	24	linnaeus	linnaeus	NOUN
bracis-28411	12	25	)	)	PUNCT
bracis-28411	12	26	and	and	CCONJ
bracis-28411	12	27	aedes	aedes	PROPN
bracis-28411	12	28	albopictus	albopictus	PROPN
bracis-28411	12	29	(	(	PUNCT
bracis-28411	12	30	skuse	skuse	NOUN
bracis-28411	12	31	)	)	PUNCT
bracis-28411	12	32	in	in	ADP
bracis-28411	12	33	real	real	ADJ
bracis-28411	12	34	time	time	NOUN
bracis-28411	12	35	article	article	NOUN
bracis-28411	12	36	open	open	VERB
bracis-28411	12	37	access	access	NOUN
bracis-28411	12	38	10	10	NUM
bracis-28411	12	39	may	may	PROPN
bracis-28411	12	40	2021	2021	NUM
bracis-28411	12	41	mosquito	mosquito	VERB
bracis-28411	12	42	larvae	larvae	NOUN
bracis-28411	12	43	image	image	NOUN
bracis-28411	12	44	classification	classification	NOUN
bracis-28411	12	45	based	base	VERB
bracis-28411	12	46	on	on	ADP
bracis-28411	12	47	densenet	densenet	NOUN
bracis-28411	12	48	and	and	CCONJ
bracis-28411	12	49	guided	guide	VERB
bracis-28411	12	50	grad	grad	NOUN
bracis-28411	12	51	-	-	PUNCT
bracis-28411	12	52	cam	cam	NOUN
bracis-28411	12	53	chapter	chapter	NOUN
bracis-28411	12	54	©	©	PROPN
bracis-28411	12	55	2019	2019	NUM
bracis-28411	12	56	identifying	identify	VERB
bracis-28411	12	57	aedes	aedes	PROPN
bracis-28411	12	58	aegypti	aegypti	VERB
bracis-28411	12	59	mosquitoes	mosquito	NOUN
bracis-28411	12	60	by	by	ADP
bracis-28411	12	61	sensors	sensor	NOUN
bracis-28411	12	62	and	and	CCONJ
bracis-28411	12	63	one	one	NUM
bracis-28411	12	64	-	-	PUNCT
bracis-28411	12	65	class	class	NOUN
bracis-28411	12	66	classifiers	classifier	NOUN
bracis-28411	12	67	chapter	chapter	NOUN
bracis-28411	12	68	©	©	PROPN
bracis-28411	12	69	2017	2017	NUM
bracis-28411	12	70	explore	explore	VERB
bracis-28411	12	71	related	relate	VERB
bracis-28411	12	72	subjects	subject	NOUN
bracis-28411	12	73	discover	discover	VERB
bracis-28411	12	74	the	the	DET
bracis-28411	12	75	latest	late	ADJ
bracis-28411	12	76	articles	article	NOUN
bracis-28411	12	77	,	,	PUNCT
bracis-28411	12	78	books	book	NOUN
bracis-28411	12	79	and	and	CCONJ
bracis-28411	12	80	news	news	NOUN
bracis-28411	12	81	in	in	ADP
bracis-28411	12	82	related	related	ADJ
bracis-28411	12	83	subjects	subject	NOUN
bracis-28411	12	84	,	,	PUNCT
bracis-28411	12	85	suggested	suggest	VERB
bracis-28411	12	86	using	use	VERB
bracis-28411	12	87	machine	machine	NOUN
bracis-28411	12	88	learning	learning	NOUN
bracis-28411	12	89	.	.	PUNCT
bracis-28411	13	1	categorization	categorization	NOUN
bracis-28411	13	2	dengue	dengue	PROPN
bracis-28411	13	3	virus	virus	PROPN
bracis-28411	13	4	entomology	entomology	NOUN
bracis-28411	13	5	machine	machine	NOUN
bracis-28411	13	6	learning	learn	VERB
bracis-28411	13	7	model	model	NOUN
bracis-28411	13	8	invertebrates	invertebrate	VERB
bracis-28411	13	9	west	west	PROPN
bracis-28411	13	10	nile	nile	PROPN
bracis-28411	13	11	virus	virus	PROPN
bracis-28411	13	12	1	1	NUM
bracis-28411	13	13	introduction	introduction	NOUN
bracis-28411	13	14	dengue	dengue	NOUN
bracis-28411	13	15	is	be	AUX
bracis-28411	13	16	an	an	DET
bracis-28411	13	17	acute	acute	ADJ
bracis-28411	13	18	febrile	febrile	NOUN
bracis-28411	13	19	disease	disease	NOUN
bracis-28411	13	20	caused	cause	VERB
bracis-28411	13	21	by	by	ADP
bracis-28411	13	22	a	a	DET
bracis-28411	13	23	virus	virus	NOUN
bracis-28411	13	24	,	,	PUNCT
bracis-28411	13	25	which	which	PRON
bracis-28411	13	26	is	be	AUX
bracis-28411	13	27	transmitted	transmit	VERB
bracis-28411	13	28	mainly	mainly	ADV
bracis-28411	13	29	by	by	ADP
bracis-28411	13	30	the	the	DET
bracis-28411	13	31	aedes	aedes	PROPN
bracis-28411	13	32	aegypti	aegypti	PROPN
bracis-28411	13	33	,	,	PUNCT
bracis-28411	13	34	a	a	DET
bracis-28411	13	35	mosquito	mosquito	NOUN
bracis-28411	13	36	that	that	PRON
bracis-28411	13	37	also	also	ADV
bracis-28411	13	38	transmits	transmit	VERB
bracis-28411	13	39	chikungunya	chikungunya	ADJ
bracis-28411	13	40	fever	fever	NOUN
bracis-28411	13	41	and	and	CCONJ
bracis-28411	13	42	the	the	DET
bracis-28411	13	43	zika	zika	X
bracis-28411	13	44	virus	virus	NOUN
bracis-28411	13	45	[	[	X
bracis-28411	13	46	20	20	NUM
bracis-28411	13	47	]	]	PUNCT
bracis-28411	13	48	.	.	PUNCT
bracis-28411	14	1	it	it	PRON
bracis-28411	14	2	is	be	AUX
bracis-28411	14	3	an	an	DET
bracis-28411	14	4	endemic	endemic	ADJ
bracis-28411	14	5	disease	disease	NOUN
bracis-28411	14	6	in	in	ADP
bracis-28411	14	7	the	the	DET
bracis-28411	14	8	americas	americas	PROPN
bracis-28411	14	9	,	,	PUNCT
bracis-28411	14	10	africa	africa	PROPN
bracis-28411	14	11	,	,	PUNCT
bracis-28411	14	12	asia	asia	PROPN
bracis-28411	14	13	and	and	CCONJ
bracis-28411	14	14	oceania	oceania	PROPN
bracis-28411	14	15	.	.	PUNCT
bracis-28411	15	1	the	the	DET
bracis-28411	15	2	world	world	PROPN
bracis-28411	15	3	health	health	PROPN
bracis-28411	15	4	organization	organization	NOUN
bracis-28411	15	5	estimates	estimate	VERB
bracis-28411	15	6	that	that	SCONJ
bracis-28411	15	7	,	,	PUNCT
bracis-28411	15	8	annually	annually	ADV
bracis-28411	15	9	,	,	PUNCT
bracis-28411	15	10	between	between	SCONJ
bracis-28411	15	11	100	100	NUM
bracis-28411	15	12	and	and	CCONJ
bracis-28411	15	13	400	400	NUM
bracis-28411	15	14	million	million	NUM
bracis-28411	15	15	cases	case	NOUN
bracis-28411	15	16	occur	occur	VERB
bracis-28411	15	17	each	each	DET
bracis-28411	15	18	year	year	NOUN
bracis-28411	15	19	,	,	PUNCT
bracis-28411	15	20	with	with	ADP
bracis-28411	15	21	500,000	500,000	NUM
bracis-28411	15	22	to	to	PART
bracis-28411	15	23	1	1	NUM
bracis-28411	15	24	million	million	NUM
bracis-28411	15	25	developing	develop	VERB
bracis-28411	15	26	the	the	DET
bracis-28411	15	27	severe	severe	ADJ
bracis-28411	15	28	form	form	NOUN
bracis-28411	15	29	,	,	PUNCT
bracis-28411	15	30	which	which	PRON
bracis-28411	15	31	can	can	AUX
bracis-28411	15	32	be	be	AUX
bracis-28411	15	33	fatal	fatal	ADJ
bracis-28411	15	34	[	[	X
bracis-28411	15	35	33	33	NUM
bracis-28411	15	36	]	]	PUNCT
bracis-28411	15	37	.	.	PUNCT
bracis-28411	16	1	in	in	ADP
bracis-28411	16	2	brazil	brazil	PROPN
bracis-28411	16	3	,	,	PUNCT
bracis-28411	16	4	dengue	dengue	NOUN
bracis-28411	16	5	is	be	AUX
bracis-28411	16	6	a	a	DET
bracis-28411	16	7	public	public	ADJ
bracis-28411	16	8	health	health	NOUN
bracis-28411	16	9	problem	problem	NOUN
bracis-28411	16	10	.	.	PUNCT
bracis-28411	17	1	according	accord	VERB
bracis-28411	17	2	to	to	ADP
bracis-28411	17	3	the	the	DET
bracis-28411	17	4	[	[	X
bracis-28411	17	5	24	24	NUM
bracis-28411	17	6	]	]	PUNCT
bracis-28411	17	7	,	,	PUNCT
bracis-28411	17	8	approximately	approximately	ADV
bracis-28411	17	9	1.5	1.5	NUM
bracis-28411	17	10	million	million	NUM
bracis-28411	17	11	probable	probable	ADJ
bracis-28411	17	12	cases	case	NOUN
bracis-28411	17	13	were	be	AUX
bracis-28411	17	14	registered	register	VERB
bracis-28411	17	15	in	in	ADP
bracis-28411	17	16	brazil	brazil	PROPN
bracis-28411	17	17	in	in	ADP
bracis-28411	17	18	2022	2022	NUM
bracis-28411	17	19	,	,	PUNCT
bracis-28411	17	20	an	an	DET
bracis-28411	17	21	increase	increase	NOUN
bracis-28411	17	22	of	of	ADP
bracis-28411	17	23	206	206	NUM
bracis-28411	17	24	%	%	NOUN
bracis-28411	17	25	compared	compare	VERB
bracis-28411	17	26	to	to	ADP
bracis-28411	17	27	2021	2021	NUM
bracis-28411	17	28	.	.	PUNCT
bracis-28411	18	1	this	this	PRON
bracis-28411	18	2	shows	show	VERB
bracis-28411	18	3	the	the	DET
bracis-28411	18	4	importance	importance	NOUN
bracis-28411	18	5	of	of	ADP
bracis-28411	18	6	disease	disease	NOUN
bracis-28411	18	7	prevention	prevention	NOUN
bracis-28411	18	8	for	for	ADP
bracis-28411	18	9	the	the	DET
bracis-28411	18	10	well	well	ADV
bracis-28411	18	11	-	-	PUNCT
bracis-28411	18	12	being	being	NOUN
bracis-28411	18	13	of	of	ADP
bracis-28411	18	14	the	the	DET
bracis-28411	18	15	population	population	NOUN
bracis-28411	18	16	.	.	PUNCT
bracis-28411	19	1	one	one	NUM
bracis-28411	19	2	of	of	ADP
bracis-28411	19	3	the	the	DET
bracis-28411	19	4	most	most	ADV
bracis-28411	19	5	effective	effective	ADJ
bracis-28411	19	6	ways	way	NOUN
bracis-28411	19	7	to	to	PART
bracis-28411	19	8	prevent	prevent	VERB
bracis-28411	19	9	dengue	dengue	NOUN
bracis-28411	19	10	is	be	AUX
bracis-28411	19	11	to	to	PART
bracis-28411	19	12	eliminate	eliminate	VERB
bracis-28411	19	13	breeding	breeding	NOUN
bracis-28411	19	14	sites	site	NOUN
bracis-28411	19	15	for	for	ADP
bracis-28411	19	16	the	the	DET
bracis-28411	19	17	aedes	aedes	PROPN
bracis-28411	19	18	aegypti	aegypti	VERB
bracis-28411	19	19	mosquito	mosquito	NOUN
bracis-28411	19	20	,	,	PUNCT
bracis-28411	19	21	the	the	DET
bracis-28411	19	22	primary	primary	ADJ
bracis-28411	19	23	vector	vector	NOUN
bracis-28411	19	24	of	of	ADP
bracis-28411	19	25	the	the	DET
bracis-28411	19	26	disease	disease	NOUN
bracis-28411	19	27	.	.	PUNCT
bracis-28411	20	1	larvae	larvae	PROPN
bracis-28411	20	2	foci	focus	NOUN
bracis-28411	20	3	can	can	AUX
bracis-28411	20	4	be	be	AUX
bracis-28411	20	5	found	find	VERB
bracis-28411	20	6	commonly	commonly	ADV
bracis-28411	20	7	in	in	ADP
bracis-28411	20	8	artificial	artificial	ADJ
bracis-28411	20	9	deposits	deposit	NOUN
bracis-28411	20	10	and	and	CCONJ
bracis-28411	20	11	containers	container	NOUN
bracis-28411	20	12	with	with	ADP
bracis-28411	20	13	stagnant	stagnant	ADJ
bracis-28411	20	14	water	water	NOUN
bracis-28411	20	15	(	(	PUNCT
bracis-28411	20	16	e.g.	e.g.	ADV
bracis-28411	20	17	,	,	PUNCT
bracis-28411	20	18	flower	flower	NOUN
bracis-28411	20	19	pots	pot	NOUN
bracis-28411	20	20	or	or	CCONJ
bracis-28411	20	21	tires	tire	NOUN
bracis-28411	20	22	)	)	PUNCT
bracis-28411	20	23	,	,	PUNCT
bracis-28411	20	24	where	where	SCONJ
bracis-28411	20	25	they	they	PRON
bracis-28411	20	26	allow	allow	VERB
bracis-28411	20	27	the	the	DET
bracis-28411	20	28	development	development	NOUN
bracis-28411	20	29	of	of	ADP
bracis-28411	20	30	the	the	DET
bracis-28411	20	31	mosquito	mosquito	ADJ
bracis-28411	20	32	larvae	larvae	NOUN
bracis-28411	20	33	.	.	PUNCT
bracis-28411	21	1	therefore	therefore	ADV
bracis-28411	21	2	,	,	PUNCT
bracis-28411	21	3	an	an	DET
bracis-28411	21	4	important	important	ADJ
bracis-28411	21	5	actor	actor	NOUN
bracis-28411	21	6	in	in	ADP
bracis-28411	21	7	controlling	control	VERB
bracis-28411	21	8	this	this	DET
bracis-28411	21	9	disease	disease	NOUN
bracis-28411	21	10	control	control	NOUN
bracis-28411	21	11	is	be	AUX
bracis-28411	21	12	the	the	DET
bracis-28411	21	13	population	population	NOUN
bracis-28411	21	14	,	,	PUNCT
bracis-28411	21	15	by	by	ADP
bracis-28411	21	16	preventing	prevent	VERB
bracis-28411	21	17	the	the	DET
bracis-28411	21	18	formation	formation	NOUN
bracis-28411	21	19	of	of	ADP
bracis-28411	21	20	breeding	breed	VERB
bracis-28411	21	21	sites	site	NOUN
bracis-28411	21	22	in	in	ADP
bracis-28411	21	23	their	their	PRON
bracis-28411	21	24	homes	home	NOUN
bracis-28411	21	25	.	.	PUNCT
bracis-28411	22	1	unfortunately	unfortunately	ADV
bracis-28411	22	2	,	,	PUNCT
bracis-28411	22	3	identifying	identify	VERB
bracis-28411	22	4	these	these	DET
bracis-28411	22	5	breeding	breeding	NOUN
bracis-28411	22	6	sites	site	NOUN
bracis-28411	22	7	remains	remain	VERB
bracis-28411	22	8	a	a	DET
bracis-28411	22	9	challenge	challenge	NOUN
bracis-28411	22	10	,	,	PUNCT
bracis-28411	22	11	as	as	SCONJ
bracis-28411	22	12	the	the	DET
bracis-28411	22	13	general	general	ADJ
bracis-28411	22	14	population	population	NOUN
bracis-28411	22	15	lacks	lack	VERB
bracis-28411	22	16	sufficient	sufficient	ADJ
bracis-28411	22	17	knowledge	knowledge	NOUN
bracis-28411	22	18	to	to	PART
bracis-28411	22	19	distinguish	distinguish	VERB
bracis-28411	22	20	ae	ae	PROPN
bracis-28411	22	21	.	.	PUNCT
bracis-28411	23	1	aegypti	aegypti	VERB
bracis-28411	23	2	larvae	larvae	NOUN
bracis-28411	23	3	from	from	ADP
bracis-28411	23	4	other	other	ADJ
bracis-28411	23	5	species	specie	NOUN
bracis-28411	23	6	,	,	PUNCT
bracis-28411	23	7	such	such	ADJ
bracis-28411	23	8	as	as	ADP
bracis-28411	23	9	aedes	aedes	PROPN
bracis-28411	23	10	albopictus	albopictus	PROPN
bracis-28411	23	11	or	or	CCONJ
bracis-28411	23	12	culex	culex	PROPN
bracis-28411	23	13	sp	sp	PROPN
bracis-28411	23	14	.	.	PROPN
bracis-28411	23	15	also	also	ADV
bracis-28411	23	16	to	to	PART
bracis-28411	23	17	be	be	AUX
bracis-28411	23	18	found	find	VERB
bracis-28411	23	19	in	in	ADP
bracis-28411	23	20	urban	urban	ADJ
bracis-28411	23	21	regions	region	NOUN
bracis-28411	23	22	in	in	ADP
bracis-28411	23	23	santa	santa	PROPN
bracis-28411	23	24	catarina	catarina	PROPN
bracis-28411	24	1	[	[	X
bracis-28411	24	2	12	12	NUM
bracis-28411	24	3	]	]	PUNCT
bracis-28411	24	4	.	.	PUNCT
bracis-28411	25	1	mosquitoes	mosquito	NOUN
bracis-28411	25	2	is	be	AUX
bracis-28411	25	3	a	a	DET
bracis-28411	25	4	holometabolous	holometabolous	ADJ
bracis-28411	25	5	insect	insect	NOUN
bracis-28411	25	6	which	which	PRON
bracis-28411	25	7	goes	go	VERB
bracis-28411	25	8	through	through	ADP
bracis-28411	25	9	the	the	DET
bracis-28411	25	10	complete	complete	ADJ
bracis-28411	25	11	metamorphosis	metamorphosis	NOUN
bracis-28411	25	12	process	process	NOUN
bracis-28411	25	13	from	from	ADP
bracis-28411	25	14	eggs	egg	NOUN
bracis-28411	25	15	,	,	PUNCT
bracis-28411	25	16	larva	larva	NOUN
bracis-28411	25	17	,	,	PUNCT
bracis-28411	25	18	pupa	pupa	ADJ
bracis-28411	25	19	,	,	PUNCT
bracis-28411	25	20	to	to	ADP
bracis-28411	25	21	the	the	DET
bracis-28411	25	22	adult	adult	NOUN
bracis-28411	25	23	stage	stage	NOUN
bracis-28411	25	24	.	.	PUNCT
bracis-28411	26	1	the	the	DET
bracis-28411	26	2	most	most	ADV
bracis-28411	26	3	favorable	favorable	ADJ
bracis-28411	26	4	stage	stage	NOUN
bracis-28411	26	5	for	for	ADP
bracis-28411	26	6	collecting	collect	VERB
bracis-28411	26	7	mosquito	mosquito	ADJ
bracis-28411	26	8	samples	sample	NOUN
bracis-28411	26	9	may	may	AUX
bracis-28411	26	10	be	be	AUX
bracis-28411	26	11	the	the	DET
bracis-28411	26	12	larval	larval	ADJ
bracis-28411	26	13	stage	stage	NOUN
bracis-28411	26	14	,	,	PUNCT
bracis-28411	26	15	since	since	SCONJ
bracis-28411	26	16	it	it	PRON
bracis-28411	26	17	is	be	AUX
bracis-28411	26	18	contained	contain	VERB
bracis-28411	26	19	in	in	ADP
bracis-28411	26	20	a	a	DET
bracis-28411	26	21	place	place	NOUN
bracis-28411	26	22	with	with	ADP
bracis-28411	26	23	water	water	NOUN
bracis-28411	26	24	.	.	PUNCT
bracis-28411	27	1	morphological	morphological	ADJ
bracis-28411	27	2	characteristics	characteristic	NOUN
bracis-28411	27	3	of	of	ADP
bracis-28411	27	4	the	the	DET
bracis-28411	27	5	larva	larva	NOUN
bracis-28411	27	6	,	,	PUNCT
bracis-28411	27	7	color	color	NOUN
bracis-28411	27	8	,	,	PUNCT
bracis-28411	27	9	bristles	bristle	NOUN
bracis-28411	27	10	,	,	PUNCT
bracis-28411	27	11	length	length	NOUN
bracis-28411	27	12	of	of	ADP
bracis-28411	27	13	breathing	breathing	NOUN
bracis-28411	27	14	tube	tube	NOUN
bracis-28411	27	15	,	,	PUNCT
bracis-28411	27	16	its	its	PRON
bracis-28411	27	17	positioning	positioning	NOUN
bracis-28411	27	18	in	in	ADP
bracis-28411	27	19	the	the	DET
bracis-28411	27	20	water	water	NOUN
bracis-28411	27	21	are	be	AUX
bracis-28411	27	22	factors	factor	NOUN
bracis-28411	27	23	taken	take	VERB
bracis-28411	27	24	into	into	ADP
bracis-28411	27	25	consideration	consideration	NOUN
bracis-28411	27	26	for	for	ADP
bracis-28411	27	27	the	the	DET
bracis-28411	27	28	characterization	characterization	NOUN
bracis-28411	27	29	of	of	ADP
bracis-28411	27	30	the	the	DET
bracis-28411	27	31	insect	insect	NOUN
bracis-28411	27	32	,	,	PUNCT
bracis-28411	27	33	such	such	ADJ
bracis-28411	27	34	as	as	ADP
bracis-28411	27	35	the	the	DET
bracis-28411	27	36	differentiation	differentiation	NOUN
bracis-28411	27	37	of	of	ADP
bracis-28411	27	38	culex	culex	PROPN
bracis-28411	27	39	and	and	CCONJ
bracis-28411	27	40	aedes	aedes	PROPN
bracis-28411	27	41	mosquitoes	mosquitoes	PROPN
bracis-28411	27	42	.	.	PUNCT
bracis-28411	28	1	usually	usually	ADV
bracis-28411	28	2	the	the	DET
bracis-28411	28	3	classification	classification	NOUN
bracis-28411	28	4	of	of	ADP
bracis-28411	28	5	mosquito	mosquito	ADJ
bracis-28411	28	6	larvae	larvae	NOUN
bracis-28411	28	7	is	be	AUX
bracis-28411	28	8	based	base	VERB
bracis-28411	28	9	on	on	ADP
bracis-28411	28	10	a	a	DET
bracis-28411	28	11	microscopic	microscopic	ADJ
bracis-28411	28	12	analysis	analysis	NOUN
bracis-28411	28	13	by	by	ADP
bracis-28411	28	14	biologists	biologist	NOUN
bracis-28411	28	15	[	[	X
bracis-28411	28	16	14	14	NUM
bracis-28411	28	17	]	]	PUNCT
bracis-28411	28	18	.	.	PUNCT
bracis-28411	29	1	an	an	DET
bracis-28411	29	2	alternative	alternative	ADJ
bracis-28411	29	3	solution	solution	NOUN
bracis-28411	29	4	in	in	ADP
bracis-28411	29	5	order	order	NOUN
bracis-28411	29	6	to	to	PART
bracis-28411	29	7	enable	enable	VERB
bracis-28411	29	8	citizens	citizen	NOUN
bracis-28411	29	9	to	to	PART
bracis-28411	29	10	identify	identify	VERB
bracis-28411	29	11	the	the	DET
bracis-28411	29	12	presence	presence	NOUN
bracis-28411	29	13	of	of	ADP
bracis-28411	29	14	ae	ae	PROPN
bracis-28411	29	15	.	.	PUNCT
bracis-28411	29	16	aegypti	aegypti	VERB
bracis-28411	29	17	larvae	larvae	NOUN
bracis-28411	29	18	in	in	ADP
bracis-28411	29	19	their	their	PRON
bracis-28411	29	20	homes	home	NOUN
bracis-28411	29	21	could	could	AUX
bracis-28411	29	22	be	be	AUX
bracis-28411	29	23	to	to	PART
bracis-28411	29	24	develop	develop	VERB
bracis-28411	29	25	a	a	DET
bracis-28411	29	26	deep	deep	ADJ
bracis-28411	29	27	learning	learning	NOUN
bracis-28411	29	28	(	(	PUNCT
bracis-28411	29	29	dl	dl	NOUN
bracis-28411	29	30	)	)	PUNCT
bracis-28411	29	31	model	model	NOUN
bracis-28411	29	32	for	for	ADP
bracis-28411	29	33	the	the	DET
bracis-28411	29	34	automatic	automatic	ADJ
bracis-28411	29	35	classification	classification	NOUN
bracis-28411	29	36	of	of	ADP
bracis-28411	29	37	mosquito	mosquito	ADJ
bracis-28411	29	38	larvaes	larvae	NOUN
bracis-28411	29	39	deployed	deploy	VERB
bracis-28411	29	40	in	in	ADP
bracis-28411	29	41	a	a	DET
bracis-28411	29	42	mobile	mobile	ADJ
bracis-28411	29	43	application	application	NOUN
bracis-28411	29	44	that	that	PRON
bracis-28411	29	45	enables	enable	VERB
bracis-28411	29	46	the	the	DET
bracis-28411	29	47	classification	classification	NOUN
bracis-28411	29	48	using	use	VERB
bracis-28411	29	49	a	a	DET
bracis-28411	29	50	photograph	photograph	NOUN
bracis-28411	29	51	of	of	ADP
bracis-28411	29	52	a	a	DET
bracis-28411	29	53	mosquito	mosquito	ADJ
bracis-28411	29	54	larva	larva	NOUN
bracis-28411	29	55	found	find	VERB
bracis-28411	29	56	by	by	ADP
bracis-28411	29	57	the	the	DET
bracis-28411	29	58	user	user	NOUN
bracis-28411	29	59	taken	take	VERB
bracis-28411	29	60	with	with	ADP
bracis-28411	29	61	the	the	DET
bracis-28411	29	62	cellphone	cellphone	NOUN
bracis-28411	29	63	camera	camera	NOUN
bracis-28411	29	64	.	.	PUNCT
bracis-28411	30	1	this	this	PRON
bracis-28411	30	2	would	would	AUX
bracis-28411	30	3	make	make	VERB
bracis-28411	30	4	the	the	DET
bracis-28411	30	5	diagnosis	diagnosis	NOUN
bracis-28411	30	6	quick	quick	ADJ
bracis-28411	30	7	and	and	CCONJ
bracis-28411	30	8	accessible	accessible	ADJ
bracis-28411	30	9	,	,	PUNCT
bracis-28411	30	10	not	not	PART
bracis-28411	30	11	requiring	require	VERB
bracis-28411	30	12	specialist	specialist	ADJ
bracis-28411	30	13	knowledge	knowledge	NOUN
bracis-28411	30	14	of	of	ADP
bracis-28411	30	15	mosquito	mosquito	ADJ
bracis-28411	30	16	morphology	morphology	NOUN
bracis-28411	30	17	.	.	PUNCT
bracis-28411	31	1	there	there	PRON
bracis-28411	31	2	is	be	VERB
bracis-28411	31	3	already	already	ADV
bracis-28411	31	4	research	research	NOUN
bracis-28411	31	5	on	on	ADP
bracis-28411	31	6	the	the	DET
bracis-28411	31	7	development	development	NOUN
bracis-28411	31	8	of	of	ADP
bracis-28411	31	9	dl	dl	PROPN
bracis-28411	31	10	models	model	NOUN
bracis-28411	31	11	aiming	aim	VERB
bracis-28411	31	12	at	at	ADP
bracis-28411	31	13	the	the	DET
bracis-28411	31	14	classification	classification	NOUN
bracis-28411	31	15	of	of	ADP
bracis-28411	31	16	mosquito	mosquito	ADJ
bracis-28411	31	17	larvae	larvae	NOUN
bracis-28411	31	18	images	image	NOUN
bracis-28411	31	19	.	.	PUNCT
bracis-28411	32	1	yet	yet	ADV
bracis-28411	32	2	,	,	PUNCT
bracis-28411	32	3	most	most	ADJ
bracis-28411	32	4	of	of	ADP
bracis-28411	32	5	the	the	DET
bracis-28411	32	6	existing	exist	VERB
bracis-28411	32	7	models	model	NOUN
bracis-28411	32	8	do	do	AUX
bracis-28411	32	9	not	not	PART
bracis-28411	32	10	classify	classify	VERB
bracis-28411	32	11	between	between	ADP
bracis-28411	32	12	aedes	aedes	PROPN
bracis-28411	32	13	species	species	PROPN
bracis-28411	32	14	,	,	PUNCT
bracis-28411	32	15	thus	thus	ADV
bracis-28411	32	16	omitting	omit	VERB
bracis-28411	32	17	important	important	ADJ
bracis-28411	32	18	information	information	NOUN
bracis-28411	32	19	when	when	SCONJ
bracis-28411	32	20	to	to	PART
bracis-28411	32	21	be	be	AUX
bracis-28411	32	22	used	use	VERB
bracis-28411	32	23	for	for	ADP
bracis-28411	32	24	dengue	dengue	NOUN
bracis-28411	32	25	prevention	prevention	NOUN
bracis-28411	32	26	.	.	PUNCT
bracis-28411	33	1	the	the	DET
bracis-28411	33	2	only	only	ADJ
bracis-28411	33	3	model	model	NOUN
bracis-28411	33	4	developed	develop	VERB
bracis-28411	33	5	to	to	PART
bracis-28411	33	6	distinguish	distinguish	VERB
bracis-28411	33	7	between	between	ADP
bracis-28411	33	8	aedes	aedes	PROPN
bracis-28411	33	9	species	species	PROPN
bracis-28411	33	10	[	[	X
bracis-28411	33	11	5	5	NUM
bracis-28411	33	12	]	]	PUNCT
bracis-28411	33	13	reported	report	VERB
bracis-28411	33	14	a	a	DET
bracis-28411	33	15	very	very	ADV
bracis-28411	33	16	low	low	ADJ
bracis-28411	33	17	accuracy	accuracy	NOUN
bracis-28411	33	18	of	of	ADP
bracis-28411	33	19	only	only	ADV
bracis-28411	33	20	64.58	64.58	NUM
bracis-28411	33	21	%	%	NOUN
bracis-28411	33	22	that	that	PRON
bracis-28411	33	23	is	be	AUX
bracis-28411	33	24	inappropriate	inappropriate	ADJ
bracis-28411	33	25	considering	consider	VERB
bracis-28411	33	26	the	the	DET
bracis-28411	33	27	risk	risk	NOUN
bracis-28411	33	28	of	of	ADP
bracis-28411	33	29	misclassification	misclassification	NOUN
bracis-28411	33	30	.	.	PUNCT
bracis-28411	34	1	another	another	DET
bracis-28411	34	2	limitation	limitation	NOUN
bracis-28411	34	3	of	of	ADP
bracis-28411	34	4	existing	exist	VERB
bracis-28411	34	5	research	research	NOUN
bracis-28411	34	6	is	be	AUX
bracis-28411	34	7	the	the	DET
bracis-28411	34	8	use	use	NOUN
bracis-28411	34	9	of	of	ADP
bracis-28411	34	10	either	either	CCONJ
bracis-28411	34	11	microscopic	microscopic	ADJ
bracis-28411	34	12	images	image	NOUN
bracis-28411	34	13	or	or	CCONJ
bracis-28411	34	14	pictures	picture	NOUN
bracis-28411	34	15	taken	take	VERB
bracis-28411	34	16	with	with	ADP
bracis-28411	34	17	a	a	DET
bracis-28411	34	18	special	special	ADJ
bracis-28411	34	19	zoom	zoom	NOUN
bracis-28411	34	20	lens	lens	NOUN
bracis-28411	34	21	[	[	X
bracis-28411	34	22	17	17	NUM
bracis-28411	34	23	,	,	PUNCT
bracis-28411	34	24	25	25	NUM
bracis-28411	34	25	]	]	PUNCT
bracis-28411	34	26	,	,	PUNCT
bracis-28411	34	27	not	not	PART
bracis-28411	34	28	available	available	ADJ
bracis-28411	34	29	to	to	ADP
bracis-28411	34	30	a	a	DET
bracis-28411	34	31	broader	broad	ADJ
bracis-28411	34	32	audience	audience	NOUN
bracis-28411	34	33	.	.	PUNCT
bracis-28411	35	1	therefore	therefore	ADV
bracis-28411	35	2	,	,	PUNCT
bracis-28411	35	3	aiming	aim	VERB
bracis-28411	35	4	at	at	ADP
bracis-28411	35	5	the	the	DET
bracis-28411	35	6	development	development	NOUN
bracis-28411	35	7	of	of	ADP
bracis-28411	35	8	a	a	DET
bracis-28411	35	9	dl	dl	PROPN
bracis-28411	35	10	model	model	NOUN
bracis-28411	35	11	to	to	PART
bracis-28411	35	12	be	be	AUX
bracis-28411	35	13	deployed	deploy	VERB
bracis-28411	35	14	in	in	ADP
bracis-28411	35	15	a	a	DET
bracis-28411	35	16	mobile	mobile	ADJ
bracis-28411	35	17	application	application	NOUN
bracis-28411	35	18	to	to	PART
bracis-28411	35	19	be	be	AUX
bracis-28411	35	20	used	use	VERB
bracis-28411	35	21	by	by	ADP
bracis-28411	35	22	citizens	citizen	NOUN
bracis-28411	35	23	in	in	ADP
bracis-28411	35	24	the	the	DET
bracis-28411	35	25	urban	urban	ADJ
bracis-28411	35	26	region	region	NOUN
bracis-28411	35	27	of	of	ADP
bracis-28411	35	28	florianopolis	florianopolis	PROPN
bracis-28411	35	29	/	/	SYM
bracis-28411	35	30	sc	sc	PROPN
bracis-28411	35	31	,	,	PUNCT
bracis-28411	35	32	we	we	PRON
bracis-28411	35	33	analyze	analyze	VERB
bracis-28411	35	34	the	the	DET
bracis-28411	35	35	following	follow	VERB
bracis-28411	35	36	research	research	NOUN
bracis-28411	35	37	question	question	NOUN
bracis-28411	35	38	:	:	PUNCT
bracis-28411	35	39	is	be	AUX
bracis-28411	35	40	it	it	PRON
bracis-28411	35	41	possible	possible	ADJ
bracis-28411	35	42	to	to	PART
bracis-28411	35	43	develop	develop	VERB
bracis-28411	35	44	a	a	DET
bracis-28411	35	45	dl	dl	PROPN
bracis-28411	35	46	model	model	NOUN
bracis-28411	35	47	to	to	PART
bracis-28411	35	48	classify	classify	VERB
bracis-28411	35	49	larvae	larvae	NOUN
bracis-28411	35	50	of	of	ADP
bracis-28411	35	51	ae	ae	PROPN
bracis-28411	35	52	.	.	PUNCT
bracis-28411	36	1	aegypti	aegypti	PROPN
bracis-28411	36	2	,	,	PUNCT
bracis-28411	36	3	ae	ae	PROPN
bracis-28411	36	4	.	.	PUNCT
bracis-28411	36	5	albopictus	albopictus	NOUN
bracis-28411	36	6	and	and	CCONJ
bracis-28411	36	7	culex	culex	PROPN
bracis-28411	36	8	sp	sp	PROPN
bracis-28411	36	9	.	.	PUNCT
bracis-28411	37	1	mosquitoes	mosquito	NOUN
bracis-28411	37	2	based	base	VERB
bracis-28411	37	3	on	on	ADP
bracis-28411	37	4	photos	photo	NOUN
bracis-28411	37	5	taken	take	VERB
bracis-28411	37	6	with	with	ADP
bracis-28411	37	7	a	a	DET
bracis-28411	37	8	cellphone	cellphone	NOUN
bracis-28411	37	9	camera	camera	NOUN
bracis-28411	37	10	with	with	ADP
bracis-28411	37	11	an	an	DET
bracis-28411	37	12	accuracy	accuracy	NOUN
bracis-28411	37	13	of	of	ADP
bracis-28411	37	14	at	at	ADV
bracis-28411	37	15	least	least	ADV
bracis-28411	37	16	90	90	NUM
bracis-28411	37	17	%	%	NOUN
bracis-28411	37	18	,	,	PUNCT
bracis-28411	37	19	considering	consider	VERB
bracis-28411	37	20	the	the	DET
bracis-28411	37	21	risk	risk	NOUN
bracis-28411	37	22	related	relate	VERB
bracis-28411	37	23	to	to	ADP
bracis-28411	37	24	erroneous	erroneous	ADJ
bracis-28411	37	25	classification	classification	NOUN
bracis-28411	37	26	in	in	ADP
bracis-28411	37	27	the	the	DET
bracis-28411	37	28	context	context	NOUN
bracis-28411	37	29	of	of	ADP
bracis-28411	37	30	an	an	DET
bracis-28411	37	31	intelligent	intelligent	ADJ
bracis-28411	37	32	mobile	mobile	ADJ
bracis-28411	37	33	application	application	NOUN
bracis-28411	37	34	to	to	PART
bracis-28411	37	35	be	be	AUX
bracis-28411	37	36	used	use	VERB
bracis-28411	37	37	by	by	ADP
bracis-28411	37	38	a	a	DET
bracis-28411	37	39	wide	wide	ADJ
bracis-28411	37	40	target	target	NOUN
bracis-28411	37	41	audience	audience	NOUN
bracis-28411	37	42	.	.	PUNCT
bracis-28411	38	1	2	2	NUM
bracis-28411	38	2	background	background	NOUN
bracis-28411	38	3	:	:	PUNCT
bracis-28411	38	4	morphology	morphology	NOUN
bracis-28411	38	5	of	of	ADP
bracis-28411	38	6	mosquito	mosquito	ADJ
bracis-28411	38	7	larvae	larvae	NOUN
bracis-28411	38	8	there	there	PRON
bracis-28411	38	9	are	be	VERB
bracis-28411	38	10	fundamental	fundamental	ADJ
bracis-28411	38	11	differences	difference	NOUN
bracis-28411	38	12	in	in	ADP
bracis-28411	38	13	the	the	DET
bracis-28411	38	14	morphology	morphology	NOUN
bracis-28411	38	15	of	of	ADP
bracis-28411	38	16	mosquito	mosquito	ADJ
bracis-28411	38	17	larvae	larvae	NOUN
bracis-28411	38	18	between	between	ADP
bracis-28411	38	19	different	different	ADJ
bracis-28411	38	20	genera	genera	NOUN
bracis-28411	38	21	and	and	CCONJ
bracis-28411	38	22	species	specie	NOUN
bracis-28411	38	23	as	as	SCONJ
bracis-28411	38	24	shown	show	VERB
bracis-28411	38	25	in	in	ADP
bracis-28411	38	26	fig	fig	NOUN
bracis-28411	38	27	.	.	PUNCT
bracis-28411	38	28	 	 	SPACE
bracis-28411	39	1	1	1	X
bracis-28411	39	2	.	.	X
bracis-28411	39	3	mosquito	mosquito	ADJ
bracis-28411	39	4	larvae	larvae	PROPN
bracis-28411	39	5	have	have	VERB
bracis-28411	39	6	three	three	NUM
bracis-28411	39	7	body	body	NOUN
bracis-28411	39	8	regions	region	NOUN
bracis-28411	39	9	:	:	PUNCT
bracis-28411	39	10	head	head	NOUN
bracis-28411	39	11	,	,	PUNCT
bracis-28411	39	12	thorax	thorax	NOUN
bracis-28411	39	13	,	,	PUNCT
bracis-28411	39	14	and	and	CCONJ
bracis-28411	39	15	abdomen	abdoman	NOUN
bracis-28411	39	16	.	.	PUNCT
bracis-28411	40	1	the	the	DET
bracis-28411	40	2	head	head	NOUN
bracis-28411	40	3	of	of	ADP
bracis-28411	40	4	mosquito	mosquito	ADJ
bracis-28411	40	5	larvae	larvae	NOUN
bracis-28411	40	6	is	be	AUX
bracis-28411	40	7	large	large	ADJ
bracis-28411	40	8	and	and	CCONJ
bracis-28411	40	9	sclerotized	sclerotize	VERB
bracis-28411	40	10	(	(	PUNCT
bracis-28411	40	11	composed	compose	VERB
bracis-28411	40	12	of	of	ADP
bracis-28411	40	13	a	a	DET
bracis-28411	40	14	hardened	hardened	ADJ
bracis-28411	40	15	exoskeleton	exoskeleton	NOUN
bracis-28411	40	16	)	)	PUNCT
bracis-28411	40	17	.	.	PUNCT
bracis-28411	41	1	the	the	DET
bracis-28411	41	2	shape	shape	NOUN
bracis-28411	41	3	of	of	ADP
bracis-28411	41	4	the	the	DET
bracis-28411	41	5	head	head	NOUN
bracis-28411	41	6	of	of	ADP
bracis-28411	41	7	aedes	aedes	PROPN
bracis-28411	41	8	and	and	CCONJ
bracis-28411	41	9	culex	culex	PROPN
bracis-28411	41	10	larvae	larvae	PROPN
bracis-28411	41	11	is	be	AUX
bracis-28411	41	12	broad	broad	ADJ
bracis-28411	41	13	.	.	PUNCT
bracis-28411	42	1	the	the	DET
bracis-28411	42	2	head	head	NOUN
bracis-28411	42	3	has	have	VERB
bracis-28411	42	4	two	two	NUM
bracis-28411	42	5	eyes	eye	NOUN
bracis-28411	42	6	,	,	PUNCT
bracis-28411	42	7	two	two	NUM
bracis-28411	42	8	antennae	antennae	NOUN
bracis-28411	42	9	,	,	PUNCT
bracis-28411	42	10	and	and	CCONJ
bracis-28411	42	11	a	a	DET
bracis-28411	42	12	brush	brush	NOUN
bracis-28411	42	13	-	-	PUNCT
bracis-28411	42	14	like	like	ADJ
bracis-28411	42	15	or	or	CCONJ
bracis-28411	42	16	comb	comb	NOUN
bracis-28411	42	17	-	-	PUNCT
bracis-28411	42	18	like	like	ADJ
bracis-28411	42	19	mouth	mouth	NOUN
bracis-28411	42	20	apparatus	apparatus	NOUN
bracis-28411	42	21	.	.	PUNCT
bracis-28411	43	1	the	the	DET
bracis-28411	43	2	eyes	eye	NOUN
bracis-28411	43	3	are	be	AUX
bracis-28411	43	4	usually	usually	ADV
bracis-28411	43	5	small	small	ADJ
bracis-28411	43	6	,	,	PUNCT
bracis-28411	43	7	simple	simple	ADJ
bracis-28411	43	8	(	(	PUNCT
bracis-28411	43	9	not	not	PART
bracis-28411	43	10	compound	compound	NOUN
bracis-28411	43	11	)	)	PUNCT
bracis-28411	43	12	and	and	CCONJ
bracis-28411	43	13	are	be	AUX
bracis-28411	43	14	found	find	VERB
bracis-28411	43	15	on	on	ADP
bracis-28411	43	16	both	both	DET
bracis-28411	43	17	sides	side	NOUN
bracis-28411	43	18	of	of	ADP
bracis-28411	43	19	the	the	DET
bracis-28411	43	20	head	head	NOUN
bracis-28411	43	21	[	[	X
bracis-28411	43	22	8	8	NUM
bracis-28411	43	23	]	]	PUNCT
bracis-28411	43	24	.	.	PUNCT
bracis-28411	44	1	the	the	DET
bracis-28411	44	2	head	head	NOUN
bracis-28411	44	3	of	of	ADP
bracis-28411	44	4	the	the	DET
bracis-28411	44	5	aedes	aedes	PROPN
bracis-28411	44	6	is	be	AUX
bracis-28411	44	7	generally	generally	ADV
bracis-28411	44	8	shorter	short	ADJ
bracis-28411	44	9	and	and	CCONJ
bracis-28411	44	10	wider	wide	ADJ
bracis-28411	44	11	than	than	ADP
bracis-28411	44	12	that	that	PRON
bracis-28411	44	13	of	of	ADP
bracis-28411	44	14	the	the	DET
bracis-28411	44	15	culex	culex	PROPN
bracis-28411	44	16	.	.	PUNCT
bracis-28411	45	1	aedes	aedes	PROPN
bracis-28411	45	2	antennae	antennae	PROPN
bracis-28411	45	3	have	have	VERB
bracis-28411	45	4	small	small	ADJ
bracis-28411	45	5	scales	scale	NOUN
bracis-28411	45	6	on	on	ADP
bracis-28411	45	7	the	the	DET
bracis-28411	45	8	surface	surface	NOUN
bracis-28411	45	9	,	,	PUNCT
bracis-28411	45	10	while	while	SCONJ
bracis-28411	45	11	culex	culex	NOUN
bracis-28411	45	12	antennae	antennae	NOUN
bracis-28411	45	13	are	be	AUX
bracis-28411	45	14	smooth	smooth	ADJ
bracis-28411	45	15	.	.	PUNCT
bracis-28411	46	1	aedes	aedes	PROPN
bracis-28411	46	2	jaws	jaws	PROPN
bracis-28411	46	3	are	be	AUX
bracis-28411	46	4	wider	wide	ADJ
bracis-28411	46	5	and	and	CCONJ
bracis-28411	46	6	shorter	short	ADJ
bracis-28411	46	7	than	than	ADP
bracis-28411	46	8	culex	culex	PROPN
bracis-28411	46	9	jaws	jaw	NOUN
bracis-28411	46	10	.	.	PUNCT
bracis-28411	47	1	in	in	ADP
bracis-28411	47	2	general	general	ADJ
bracis-28411	47	3	,	,	PUNCT
bracis-28411	47	4	the	the	DET
bracis-28411	47	5	thorax	thorax	NOUN
bracis-28411	47	6	of	of	ADP
bracis-28411	47	7	larvae	larvae	NOUN
bracis-28411	47	8	is	be	AUX
bracis-28411	47	9	wider	wide	ADJ
bracis-28411	47	10	than	than	ADP
bracis-28411	47	11	the	the	DET
bracis-28411	47	12	head	head	NOUN
bracis-28411	47	13	and	and	CCONJ
bracis-28411	47	14	has	have	VERB
bracis-28411	47	15	three	three	NUM
bracis-28411	47	16	rows	row	NOUN
bracis-28411	47	17	of	of	ADP
bracis-28411	47	18	bristles	bristle	NOUN
bracis-28411	47	19	.	.	PUNCT
bracis-28411	48	1	the	the	DET
bracis-28411	48	2	thorax	thorax	NOUN
bracis-28411	48	3	of	of	ADP
bracis-28411	48	4	the	the	DET
bracis-28411	48	5	aedes	aedes	PROPN
bracis-28411	48	6	has	have	VERB
bracis-28411	48	7	white	white	ADJ
bracis-28411	48	8	spots	spot	NOUN
bracis-28411	48	9	.	.	PUNCT
bracis-28411	49	1	culex	culex	PROPN
bracis-28411	49	2	's	's	PART
bracis-28411	49	3	thorax	thorax	NOUN
bracis-28411	49	4	has	have	VERB
bracis-28411	49	5	no	no	DET
bracis-28411	49	6	distinctive	distinctive	ADJ
bracis-28411	49	7	spots	spot	NOUN
bracis-28411	49	8	.	.	PUNCT
bracis-28411	50	1	in	in	ADP
bracis-28411	50	2	addition	addition	NOUN
bracis-28411	50	3	,	,	PUNCT
bracis-28411	50	4	the	the	DET
bracis-28411	50	5	bristles	bristle	NOUN
bracis-28411	50	6	on	on	ADP
bracis-28411	50	7	the	the	DET
bracis-28411	50	8	surface	surface	NOUN
bracis-28411	50	9	of	of	ADP
bracis-28411	50	10	the	the	DET
bracis-28411	50	11	thorax	thorax	NOUN
bracis-28411	50	12	of	of	ADP
bracis-28411	50	13	aedes	aedes	PROPN
bracis-28411	50	14	are	be	AUX
bracis-28411	50	15	longer	long	ADJ
bracis-28411	50	16	and	and	CCONJ
bracis-28411	50	17	more	more	ADV
bracis-28411	50	18	sparse	sparse	ADJ
bracis-28411	50	19	than	than	ADP
bracis-28411	50	20	those	those	PRON
bracis-28411	50	21	of	of	ADP
bracis-28411	50	22	culex	culex	PROPN
bracis-28411	50	23	.	.	PUNCT
bracis-28411	51	1	commonly	commonly	ADV
bracis-28411	51	2	,	,	PUNCT
bracis-28411	51	3	the	the	DET
bracis-28411	51	4	abdomen	abdomen	NOUN
bracis-28411	51	5	is	be	AUX
bracis-28411	51	6	elongated	elongate	VERB
bracis-28411	51	7	,	,	PUNCT
bracis-28411	51	8	composed	compose	VERB
bracis-28411	51	9	of	of	ADP
bracis-28411	51	10	ten	ten	NUM
bracis-28411	51	11	segments	segment	NOUN
bracis-28411	51	12	,	,	PUNCT
bracis-28411	51	13	and	and	CCONJ
bracis-28411	51	14	its	its	PRON
bracis-28411	51	15	eighth	eighth	ADJ
bracis-28411	51	16	segment	segment	NOUN
bracis-28411	51	17	has	have	VERB
bracis-28411	51	18	the	the	DET
bracis-28411	51	19	respiratory	respiratory	ADJ
bracis-28411	51	20	siphon	siphon	NOUN
bracis-28411	51	21	that	that	PRON
bracis-28411	51	22	is	be	AUX
bracis-28411	51	23	used	use	VERB
bracis-28411	51	24	to	to	PART
bracis-28411	51	25	distinguish	distinguish	VERB
bracis-28411	51	26	between	between	ADP
bracis-28411	51	27	species	specie	NOUN
bracis-28411	51	28	[	[	X
bracis-28411	51	29	7	7	NUM
bracis-28411	51	30	,	,	PUNCT
bracis-28411	51	31	8	8	NUM
bracis-28411	51	32	]	]	PUNCT
bracis-28411	51	33	.	.	PUNCT
bracis-28411	52	1	the	the	DET
bracis-28411	52	2	abdomen	abdoman	NOUN
bracis-28411	52	3	of	of	ADP
bracis-28411	52	4	the	the	DET
bracis-28411	52	5	aedes	aedes	PROPN
bracis-28411	52	6	is	be	AUX
bracis-28411	52	7	shorter	short	ADJ
bracis-28411	52	8	and	and	CCONJ
bracis-28411	52	9	wider	wide	ADJ
bracis-28411	52	10	than	than	ADP
bracis-28411	52	11	that	that	PRON
bracis-28411	52	12	of	of	ADP
bracis-28411	52	13	the	the	DET
bracis-28411	52	14	culex	culex	NOUN
bracis-28411	52	15	,	,	PUNCT
bracis-28411	52	16	while	while	SCONJ
bracis-28411	52	17	the	the	DET
bracis-28411	52	18	scales	scale	NOUN
bracis-28411	52	19	on	on	ADP
bracis-28411	52	20	the	the	DET
bracis-28411	52	21	abdomen	abdomen	NOUN
bracis-28411	52	22	of	of	ADP
bracis-28411	52	23	the	the	DET
bracis-28411	52	24	aedes	aedes	PROPN
bracis-28411	52	25	are	be	AUX
bracis-28411	52	26	rounder	round	ADJ
bracis-28411	52	27	and	and	CCONJ
bracis-28411	52	28	darker	dark	ADJ
bracis-28411	52	29	than	than	ADP
bracis-28411	52	30	those	those	PRON
bracis-28411	52	31	of	of	ADP
bracis-28411	52	32	the	the	DET
bracis-28411	52	33	culex	culex	PROPN
bracis-28411	52	34	.	.	PUNCT
bracis-28411	52	35	fig	fig	PROPN
bracis-28411	52	36	.	.	PUNCT
bracis-28411	52	37	 	 	SPACE
bracis-28411	53	1	1	1	NUM
bracis-28411	53	2	.	.	PUNCT
bracis-28411	53	3	fundamental	fundamental	ADJ
bracis-28411	53	4	differences	difference	NOUN
bracis-28411	53	5	in	in	ADP
bracis-28411	53	6	the	the	DET
bracis-28411	53	7	morphology	morphology	NOUN
bracis-28411	53	8	of	of	ADP
bracis-28411	53	9	mosquito	mosquito	ADJ
bracis-28411	53	10	larvae	larvae	NOUN
bracis-28411	53	11	:	:	PUNCT
bracis-28411	53	12	aedes	aedes	PROPN
bracis-28411	53	13	and	and	CCONJ
bracis-28411	53	14	culex	culex	PROPN
bracis-28411	53	15	sp	sp	PROPN
bracis-28411	53	16	.	.	PUNCT
bracis-28411	54	1	[	[	X
bracis-28411	54	2	9	9	NUM
bracis-28411	54	3	,	,	PUNCT
bracis-28411	54	4	14	14	NUM
bracis-28411	54	5	]	]	PUNCT
bracis-28411	54	6	.	.	PUNCT
bracis-28411	55	1	full	full	ADJ
bracis-28411	55	2	size	size	NOUN
bracis-28411	55	3	image	image	NOUN
bracis-28411	55	4	the	the	DET
bracis-28411	55	5	siphon	siphon	NOUN
bracis-28411	55	6	in	in	ADP
bracis-28411	55	7	the	the	DET
bracis-28411	55	8	abdomen	abdomen	NOUN
bracis-28411	55	9	allows	allow	VERB
bracis-28411	55	10	the	the	DET
bracis-28411	55	11	larvae	larvae	NOUN
bracis-28411	55	12	to	to	PART
bracis-28411	55	13	breathe	breathe	VERB
bracis-28411	55	14	oxygen	oxygen	NOUN
bracis-28411	55	15	from	from	ADP
bracis-28411	55	16	the	the	DET
bracis-28411	55	17	air	air	NOUN
bracis-28411	55	18	while	while	SCONJ
bracis-28411	55	19	remaining	remaining	AUX
bracis-28411	55	20	submerged	submerge	VERB
bracis-28411	55	21	in	in	ADP
bracis-28411	55	22	water	water	NOUN
bracis-28411	55	23	.	.	PUNCT
bracis-28411	56	1	the	the	DET
bracis-28411	56	2	siphon	siphon	PROPN
bracis-28411	56	3	is	be	AUX
bracis-28411	56	4	one	one	NUM
bracis-28411	56	5	of	of	ADP
bracis-28411	56	6	the	the	DET
bracis-28411	56	7	main	main	ADJ
bracis-28411	56	8	characteristics	characteristic	NOUN
bracis-28411	56	9	used	use	VERB
bracis-28411	56	10	to	to	PART
bracis-28411	56	11	identify	identify	VERB
bracis-28411	56	12	mosquito	mosquito	ADJ
bracis-28411	56	13	species	specie	NOUN
bracis-28411	56	14	.	.	PUNCT
bracis-28411	57	1	its	its	PRON
bracis-28411	57	2	shape	shape	NOUN
bracis-28411	57	3	,	,	PUNCT
bracis-28411	57	4	size	size	NOUN
bracis-28411	57	5	and	and	CCONJ
bracis-28411	57	6	length	length	NOUN
bracis-28411	57	7	can	can	AUX
bracis-28411	57	8	vary	vary	VERB
bracis-28411	57	9	greatly	greatly	ADV
bracis-28411	57	10	between	between	ADP
bracis-28411	57	11	species	specie	NOUN
bracis-28411	57	12	,	,	PUNCT
bracis-28411	57	13	as	as	ADV
bracis-28411	57	14	well	well	ADV
bracis-28411	57	15	as	as	ADP
bracis-28411	57	16	the	the	DET
bracis-28411	57	17	presence	presence	NOUN
bracis-28411	57	18	or	or	CCONJ
bracis-28411	57	19	absence	absence	NOUN
bracis-28411	57	20	of	of	ADP
bracis-28411	57	21	a	a	DET
bracis-28411	57	22	specialized	specialized	ADJ
bracis-28411	57	23	structure	structure	NOUN
bracis-28411	57	24	called	call	VERB
bracis-28411	57	25	a	a	DET
bracis-28411	57	26	“	"	PUNCT
bracis-28411	57	27	pecten	pecten	NOUN
bracis-28411	57	28	”	"	PUNCT
bracis-28411	57	29	.	.	PUNCT
bracis-28411	58	1	the	the	DET
bracis-28411	58	2	pecten	pecten	NOUN
bracis-28411	58	3	is	be	AUX
bracis-28411	58	4	a	a	DET
bracis-28411	58	5	row	row	NOUN
bracis-28411	58	6	of	of	ADP
bracis-28411	58	7	spines	spine	NOUN
bracis-28411	58	8	located	locate	VERB
bracis-28411	58	9	at	at	ADP
bracis-28411	58	10	the	the	DET
bracis-28411	58	11	base	base	NOUN
bracis-28411	58	12	of	of	ADP
bracis-28411	58	13	the	the	DET
bracis-28411	58	14	siphon	siphon	NOUN
bracis-28411	58	15	.	.	PUNCT
bracis-28411	59	1	there	there	PRON
bracis-28411	59	2	are	be	VERB
bracis-28411	59	3	some	some	DET
bracis-28411	59	4	notable	notable	ADJ
bracis-28411	59	5	differences	difference	NOUN
bracis-28411	59	6	in	in	ADP
bracis-28411	59	7	the	the	DET
bracis-28411	59	8	siphon	siphon	NOUN
bracis-28411	59	9	between	between	ADP
bracis-28411	59	10	aedes	aedes	PROPN
bracis-28411	59	11	and	and	CCONJ
bracis-28411	59	12	culex	culex	PROPN
bracis-28411	59	13	.	.	PUNCT
bracis-28411	60	1	the	the	DET
bracis-28411	60	2	culex	culex	PROPN
bracis-28411	60	3	siphon	siphon	PROPN
bracis-28411	60	4	is	be	AUX
bracis-28411	60	5	longer	long	ADJ
bracis-28411	60	6	and	and	CCONJ
bracis-28411	60	7	narrower	narrow	ADJ
bracis-28411	60	8	than	than	ADP
bracis-28411	60	9	the	the	DET
bracis-28411	60	10	one	one	NUM
bracis-28411	60	11	of	of	ADP
bracis-28411	60	12	aedes	aedes	PROPN
bracis-28411	60	13	[	[	X
bracis-28411	60	14	7	7	NUM
bracis-28411	60	15	,	,	PUNCT
bracis-28411	60	16	8	8	NUM
bracis-28411	60	17	,	,	PUNCT
bracis-28411	60	18	14	14	NUM
bracis-28411	60	19	,	,	PUNCT
bracis-28411	60	20	32	32	NUM
bracis-28411	60	21	]	]	PUNCT
bracis-28411	60	22	.	.	PUNCT
bracis-28411	61	1	the	the	DET
bracis-28411	61	2	genus	genus	PROPN
bracis-28411	61	3	aedes	aedes	PROPN
bracis-28411	61	4	has	have	VERB
bracis-28411	61	5	two	two	NUM
bracis-28411	61	6	main	main	ADJ
bracis-28411	61	7	disease	disease	NOUN
bracis-28411	61	8	vector	vector	NOUN
bracis-28411	61	9	species	specie	NOUN
bracis-28411	61	10	,	,	PUNCT
bracis-28411	61	11	ae	ae	PROPN
bracis-28411	61	12	.	.	PUNCT
bracis-28411	61	13	aegypti	aegypti	PROPN
bracis-28411	61	14	and	and	CCONJ
bracis-28411	61	15	ae	ae	PROPN
bracis-28411	61	16	.	.	PUNCT
bracis-28411	61	17	albopictus	albopictus	NOUN
bracis-28411	61	18	.	.	PUNCT
bracis-28411	62	1	some	some	DET
bracis-28411	62	2	morphological	morphological	ADJ
bracis-28411	62	3	characteristics	characteristic	NOUN
bracis-28411	62	4	distinguish	distinguish	VERB
bracis-28411	62	5	the	the	DET
bracis-28411	62	6	larvae	larvae	NOUN
bracis-28411	62	7	of	of	ADP
bracis-28411	62	8	these	these	DET
bracis-28411	62	9	species	specie	NOUN
bracis-28411	62	10	[	[	X
bracis-28411	62	11	7	7	NUM
bracis-28411	62	12	]	]	PUNCT
bracis-28411	62	13	.	.	PUNCT
bracis-28411	63	1	the	the	DET
bracis-28411	63	2	head	head	NOUN
bracis-28411	63	3	of	of	ADP
bracis-28411	63	4	the	the	DET
bracis-28411	63	5	ae	ae	PROPN
bracis-28411	63	6	.	.	PUNCT
bracis-28411	63	7	aegypti	aegypti	PROPN
bracis-28411	63	8	is	be	AUX
bracis-28411	63	9	more	more	ADV
bracis-28411	63	10	rounded	rounded	ADJ
bracis-28411	63	11	,	,	PUNCT
bracis-28411	63	12	while	while	SCONJ
bracis-28411	63	13	the	the	DET
bracis-28411	63	14	head	head	NOUN
bracis-28411	63	15	of	of	ADP
bracis-28411	63	16	the	the	DET
bracis-28411	63	17	ae	ae	PROPN
bracis-28411	63	18	.	.	PUNCT
bracis-28411	64	1	albopictus	albopictus	NOUN
bracis-28411	64	2	is	be	AUX
bracis-28411	64	3	more	more	ADV
bracis-28411	64	4	elongated	elongate	VERB
bracis-28411	64	5	.	.	PUNCT
bracis-28411	65	1	there	there	PRON
bracis-28411	65	2	are	be	VERB
bracis-28411	65	3	also	also	ADV
bracis-28411	65	4	subtle	subtle	ADJ
bracis-28411	65	5	differences	difference	NOUN
bracis-28411	65	6	in	in	ADP
bracis-28411	65	7	the	the	DET
bracis-28411	65	8	bristles	bristle	NOUN
bracis-28411	65	9	of	of	ADP
bracis-28411	65	10	the	the	DET
bracis-28411	65	11	antennae	antennae	NOUN
bracis-28411	65	12	.	.	PUNCT
bracis-28411	66	1	the	the	DET
bracis-28411	66	2	bristles	bristle	NOUN
bracis-28411	66	3	on	on	ADP
bracis-28411	66	4	the	the	DET
bracis-28411	66	5	thorax	thorax	NOUN
bracis-28411	66	6	of	of	ADP
bracis-28411	66	7	the	the	DET
bracis-28411	66	8	ae	ae	PROPN
bracis-28411	66	9	.	.	PUNCT
bracis-28411	67	1	aegypti	aegypti	NOUN
bracis-28411	67	2	are	be	AUX
bracis-28411	67	3	longer	long	ADJ
bracis-28411	67	4	,	,	PUNCT
bracis-28411	67	5	while	while	SCONJ
bracis-28411	67	6	in	in	ADP
bracis-28411	67	7	the	the	DET
bracis-28411	67	8	ae	ae	PROPN
bracis-28411	67	9	.	.	PUNCT
bracis-28411	68	1	albopictus	albopictus	NOUN
bracis-28411	68	2	they	they	PRON
bracis-28411	68	3	are	be	AUX
bracis-28411	68	4	shorter	short	ADJ
bracis-28411	68	5	.	.	PUNCT
bracis-28411	69	1	and	and	CCONJ
bracis-28411	69	2	on	on	ADP
bracis-28411	69	3	the	the	DET
bracis-28411	69	4	abdomen	abdomen	NOUN
bracis-28411	69	5	,	,	PUNCT
bracis-28411	69	6	the	the	DET
bracis-28411	69	7	bristles	bristle	NOUN
bracis-28411	69	8	of	of	ADP
bracis-28411	69	9	the	the	DET
bracis-28411	69	10	aedes	aedes	PROPN
bracis-28411	69	11	albopictus	albopictus	NOUN
bracis-28411	69	12	are	be	AUX
bracis-28411	69	13	simpler	simple	ADJ
bracis-28411	69	14	and	and	CCONJ
bracis-28411	69	15	without	without	ADP
bracis-28411	69	16	many	many	ADJ
bracis-28411	69	17	branches	branch	NOUN
bracis-28411	69	18	(	(	PUNCT
bracis-28411	69	19	fig	fig	NOUN
bracis-28411	69	20	.	.	PUNCT
bracis-28411	69	21	 	 	SPACE
bracis-28411	69	22	2	2	X
bracis-28411	69	23	)	)	PUNCT
bracis-28411	70	1	[	[	X
bracis-28411	70	2	7	7	NUM
bracis-28411	70	3	,	,	PUNCT
bracis-28411	70	4	8	8	NUM
bracis-28411	70	5	,	,	PUNCT
bracis-28411	70	6	14	14	NUM
bracis-28411	70	7	,	,	PUNCT
bracis-28411	70	8	32	32	NUM
bracis-28411	70	9	]	]	PUNCT
bracis-28411	70	10	.	.	PUNCT
bracis-28411	71	1	fig	fig	NOUN
bracis-28411	71	2	.	.	PUNCT
bracis-28411	71	3	 	 	SPACE
bracis-28411	72	1	2	2	NUM
bracis-28411	72	2	.	.	X
bracis-28411	72	3	main	main	ADJ
bracis-28411	72	4	differences	difference	NOUN
bracis-28411	72	5	in	in	ADP
bracis-28411	72	6	the	the	DET
bracis-28411	72	7	head	head	NOUN
bracis-28411	72	8	,	,	PUNCT
bracis-28411	72	9	thorax	thorax	NOUN
bracis-28411	72	10	and	and	CCONJ
bracis-28411	72	11	abdomen	abdoman	NOUN
bracis-28411	72	12	of	of	ADP
bracis-28411	72	13	aedes	aedes	PROPN
bracis-28411	72	14	species	species	PROPN
bracis-28411	72	15	(	(	PUNCT
bracis-28411	72	16	ae	ae	PROPN
bracis-28411	72	17	.	.	PUNCT
bracis-28411	72	18	aegypti	aegypti	PROPN
bracis-28411	72	19	and	and	CCONJ
bracis-28411	72	20	ae	ae	PROPN
bracis-28411	72	21	.	.	PUNCT
bracis-28411	72	22	albopictus	albopictus	NOUN
bracis-28411	72	23	)	)	PUNCT
bracis-28411	72	24	and	and	CCONJ
bracis-28411	72	25	culex	culex	NOUN
bracis-28411	73	1	[	[	X
bracis-28411	73	2	8	8	NUM
bracis-28411	73	3	,	,	PUNCT
bracis-28411	73	4	14	14	NUM
bracis-28411	73	5	]	]	PUNCT
bracis-28411	73	6	.	.	PUNCT
bracis-28411	74	1	full	full	ADJ
bracis-28411	74	2	size	size	NOUN
bracis-28411	74	3	image	image	NOUN
bracis-28411	74	4	all	all	DET
bracis-28411	74	5	these	these	DET
bracis-28411	74	6	characteristics	characteristic	NOUN
bracis-28411	74	7	are	be	AUX
bracis-28411	74	8	commonly	commonly	ADV
bracis-28411	74	9	distinguishable	distinguishable	ADJ
bracis-28411	74	10	only	only	ADV
bracis-28411	74	11	by	by	ADP
bracis-28411	74	12	biologists	biologist	NOUN
bracis-28411	74	13	and	and	CCONJ
bracis-28411	74	14	specialists	specialist	NOUN
bracis-28411	74	15	,	,	PUNCT
bracis-28411	74	16	typically	typically	ADV
bracis-28411	74	17	with	with	ADP
bracis-28411	74	18	the	the	DET
bracis-28411	74	19	aid	aid	NOUN
bracis-28411	74	20	of	of	ADP
bracis-28411	74	21	microscopes	microscope	NOUN
bracis-28411	74	22	.	.	PUNCT
bracis-28411	75	1	3	3	NUM
bracis-28411	75	2	related	relate	VERB
bracis-28411	75	3	work	work	NOUN
bracis-28411	75	4	to	to	PART
bracis-28411	75	5	summarize	summarize	VERB
bracis-28411	75	6	research	research	NOUN
bracis-28411	75	7	adopting	adopt	VERB
bracis-28411	75	8	deep	deep	ADJ
bracis-28411	75	9	learning	learning	NOUN
bracis-28411	75	10	for	for	ADP
bracis-28411	75	11	the	the	DET
bracis-28411	75	12	automatic	automatic	ADJ
bracis-28411	75	13	classification	classification	NOUN
bracis-28411	75	14	of	of	ADP
bracis-28411	75	15	images	image	NOUN
bracis-28411	75	16	of	of	ADP
bracis-28411	75	17	mosquito	mosquito	ADJ
bracis-28411	75	18	larvae	larvae	NOUN
bracis-28411	75	19	during	during	ADP
bracis-28411	75	20	the	the	DET
bracis-28411	75	21	last	last	ADJ
bracis-28411	75	22	ten	ten	NUM
bracis-28411	75	23	years	year	NOUN
bracis-28411	75	24	,	,	PUNCT
bracis-28411	75	25	a	a	DET
bracis-28411	75	26	systematic	systematic	ADJ
bracis-28411	75	27	mapping	mapping	NOUN
bracis-28411	75	28	following	follow	VERB
bracis-28411	75	29	the	the	DET
bracis-28411	75	30	procedure	procedure	NOUN
bracis-28411	75	31	proposed	propose	VERB
bracis-28411	75	32	by	by	ADP
bracis-28411	75	33	[	[	X
bracis-28411	75	34	26	26	NUM
bracis-28411	75	35	]	]	PUNCT
bracis-28411	75	36	was	be	AUX
bracis-28411	75	37	conducted	conduct	VERB
bracis-28411	75	38	.	.	PUNCT
bracis-28411	76	1	as	as	ADP
bracis-28411	76	2	a	a	DET
bracis-28411	76	3	result	result	NOUN
bracis-28411	76	4	a	a	DET
bracis-28411	76	5	total	total	NOUN
bracis-28411	76	6	of	of	ADP
bracis-28411	76	7	12	12	NUM
bracis-28411	76	8	research	research	NOUN
bracis-28411	76	9	articles	article	NOUN
bracis-28411	76	10	were	be	AUX
bracis-28411	76	11	found	find	VERB
bracis-28411	76	12	published	publish	VERB
bracis-28411	76	13	mostly	mostly	ADV
bracis-28411	76	14	during	during	ADP
bracis-28411	76	15	the	the	DET
bracis-28411	76	16	last	last	ADJ
bracis-28411	76	17	five	five	NUM
bracis-28411	76	18	years	year	NOUN
bracis-28411	76	19	(	(	PUNCT
bracis-28411	76	20	table	table	NOUN
bracis-28411	76	21	 	 	SPACE
bracis-28411	76	22	1	1	NUM
bracis-28411	76	23	)	)	PUNCT
bracis-28411	76	24	.	.	PUNCT
bracis-28411	77	1	table	table	NOUN
bracis-28411	77	2	 	 	SPACE
bracis-28411	77	3	1	1	NUM
bracis-28411	77	4	.	.	PUNCT
bracis-28411	77	5	overview	overview	NOUN
bracis-28411	77	6	on	on	ADP
bracis-28411	77	7	research	research	NOUN
bracis-28411	77	8	adopting	adopt	VERB
bracis-28411	77	9	dl	dl	NOUN
bracis-28411	77	10	for	for	ADP
bracis-28411	77	11	the	the	DET
bracis-28411	77	12	classification	classification	NOUN
bracis-28411	77	13	of	of	ADP
bracis-28411	77	14	mosquito	mosquito	ADJ
bracis-28411	77	15	larvae	larvae	NOUN
bracis-28411	77	16	images.full	images.full	ADJ
bracis-28411	77	17	size	size	NOUN
bracis-28411	77	18	table	table	NOUN
bracis-28411	77	19	most	most	ADJ
bracis-28411	77	20	of	of	ADP
bracis-28411	77	21	the	the	DET
bracis-28411	77	22	research	research	NOUN
bracis-28411	77	23	focuses	focus	VERB
bracis-28411	77	24	on	on	ADP
bracis-28411	77	25	the	the	DET
bracis-28411	77	26	classification	classification	NOUN
bracis-28411	77	27	of	of	ADP
bracis-28411	77	28	aedes	aedes	PROPN
bracis-28411	77	29	vs.	vs.	ADP
bracis-28411	77	30	non	non	PROPN
bracis-28411	77	31	-	-	PROPN
bracis-28411	77	32	aedes	aedes	PROPN
bracis-28411	77	33	mosquito	mosquito	PROPN
bracis-28411	77	34	larvae	larvae	PROPN
bracis-28411	77	35	,	,	PUNCT
bracis-28411	77	36	omitting	omit	VERB
bracis-28411	77	37	detailed	detailed	ADJ
bracis-28411	77	38	information	information	NOUN
bracis-28411	77	39	when	when	SCONJ
bracis-28411	77	40	using	use	VERB
bracis-28411	77	41	the	the	DET
bracis-28411	77	42	model	model	NOUN
bracis-28411	77	43	for	for	ADP
bracis-28411	77	44	dengue	dengue	NOUN
bracis-28411	77	45	prevention	prevention	NOUN
bracis-28411	77	46	,	,	PUNCT
bracis-28411	77	47	while	while	SCONJ
bracis-28411	77	48	few	few	ADJ
bracis-28411	77	49	aim	aim	NOUN
bracis-28411	77	50	at	at	ADP
bracis-28411	77	51	distinguishing	distinguish	VERB
bracis-28411	77	52	between	between	ADP
bracis-28411	77	53	aedes	aedes	PROPN
bracis-28411	77	54	species	species	PROPN
bracis-28411	77	55	.	.	PUNCT
bracis-28411	78	1	few	few	ADJ
bracis-28411	78	2	also	also	ADV
bracis-28411	78	3	consider	consider	VERB
bracis-28411	78	4	the	the	DET
bracis-28411	78	5	culex	culex	NOUN
bracis-28411	78	6	species	specie	NOUN
bracis-28411	78	7	[	[	X
bracis-28411	78	8	5	5	NUM
bracis-28411	78	9	,	,	PUNCT
bracis-28411	78	10	30	30	NUM
bracis-28411	78	11	]	]	PUNCT
bracis-28411	78	12	,	,	PUNCT
bracis-28411	78	13	another	another	DET
bracis-28411	78	14	vector	vector	NOUN
bracis-28411	78	15	of	of	ADP
bracis-28411	78	16	diseases	disease	NOUN
bracis-28411	78	17	(	(	PUNCT
bracis-28411	78	18	such	such	ADJ
bracis-28411	78	19	as	as	ADP
bracis-28411	78	20	encephalitis	encephalitis	NOUN
bracis-28411	78	21	,	,	PUNCT
bracis-28411	78	22	lymphatic	lymphatic	ADJ
bracis-28411	78	23	filariasis	filariasis	NOUN
bracis-28411	78	24	and	and	CCONJ
bracis-28411	78	25	nile	nile	PROPN
bracis-28411	78	26	fever	fever	PROPN
bracis-28411	78	27	)	)	PUNCT
bracis-28411	78	28	.	.	PUNCT
bracis-28411	79	1	focusing	focus	VERB
bracis-28411	79	2	on	on	ADP
bracis-28411	79	3	the	the	DET
bracis-28411	79	4	development	development	NOUN
bracis-28411	79	5	of	of	ADP
bracis-28411	79	6	such	such	DET
bracis-28411	79	7	a	a	DET
bracis-28411	79	8	model	model	NOUN
bracis-28411	79	9	to	to	PART
bracis-28411	79	10	be	be	AUX
bracis-28411	79	11	used	use	VERB
bracis-28411	79	12	by	by	ADP
bracis-28411	79	13	citizens	citizen	NOUN
bracis-28411	79	14	for	for	ADP
bracis-28411	79	15	dengue	dengue	NOUN
bracis-28411	79	16	prevention	prevention	NOUN
bracis-28411	79	17	,	,	PUNCT
bracis-28411	79	18	especially	especially	ADV
bracis-28411	79	19	in	in	ADP
bracis-28411	79	20	the	the	DET
bracis-28411	79	21	urban	urban	ADJ
bracis-28411	79	22	region	region	NOUN
bracis-28411	79	23	of	of	ADP
bracis-28411	79	24	florianópolis	florianópolis	PROPN
bracis-28411	79	25	/	/	SYM
bracis-28411	79	26	sc	sc	PROPN
bracis-28411	79	27	,	,	PUNCT
bracis-28411	79	28	it	it	PRON
bracis-28411	79	29	is	be	AUX
bracis-28411	79	30	imperative	imperative	ADJ
bracis-28411	79	31	to	to	PART
bracis-28411	79	32	consider	consider	VERB
bracis-28411	79	33	all	all	DET
bracis-28411	79	34	relevant	relevant	ADJ
bracis-28411	79	35	species	specie	NOUN
bracis-28411	79	36	,	,	PUNCT
bracis-28411	79	37	including	include	VERB
bracis-28411	79	38	also	also	ADV
bracis-28411	79	39	a	a	DET
bracis-28411	79	40	differentiation	differentiation	NOUN
bracis-28411	79	41	between	between	ADP
bracis-28411	79	42	ae	ae	PROPN
bracis-28411	79	43	.	.	PUNCT
bracis-28411	80	1	aegypti	aegypti	PROPN
bracis-28411	80	2	and	and	CCONJ
bracis-28411	80	3	ae	ae	PROPN
bracis-28411	80	4	.	.	PUNCT
bracis-28411	81	1	albopictus	albopictus	NOUN
bracis-28411	81	2	in	in	ADP
bracis-28411	81	3	order	order	NOUN
bracis-28411	81	4	to	to	PART
bracis-28411	81	5	help	help	VERB
bracis-28411	81	6	the	the	DET
bracis-28411	81	7	users	user	NOUN
bracis-28411	81	8	to	to	PART
bracis-28411	81	9	take	take	VERB
bracis-28411	81	10	adequate	adequate	ADJ
bracis-28411	81	11	actions	action	NOUN
bracis-28411	81	12	to	to	PART
bracis-28411	81	13	prevent	prevent	VERB
bracis-28411	81	14	proliferation	proliferation	NOUN
bracis-28411	81	15	.	.	PUNCT
bracis-28411	82	1	yet	yet	ADV
bracis-28411	82	2	,	,	PUNCT
bracis-28411	82	3	so	so	ADV
bracis-28411	82	4	far	far	ADV
bracis-28411	82	5	no	no	DET
bracis-28411	82	6	research	research	NOUN
bracis-28411	82	7	in	in	ADP
bracis-28411	82	8	brazil	brazil	PROPN
bracis-28411	82	9	with	with	ADP
bracis-28411	82	10	such	such	DET
bracis-28411	82	11	a	a	DET
bracis-28411	82	12	focus	focus	NOUN
bracis-28411	82	13	has	have	AUX
bracis-28411	82	14	been	be	AUX
bracis-28411	82	15	encountered	encounter	VERB
bracis-28411	82	16	.	.	PUNCT
bracis-28411	83	1	only	only	ADV
bracis-28411	83	2	[	[	X
bracis-28411	83	3	5	5	NUM
bracis-28411	83	4	]	]	PUNCT
bracis-28411	83	5	presents	present	VERB
bracis-28411	83	6	a	a	DET
bracis-28411	83	7	research	research	NOUN
bracis-28411	83	8	that	that	PRON
bracis-28411	83	9	addresses	address	VERB
bracis-28411	83	10	the	the	DET
bracis-28411	83	11	primary	primary	ADJ
bracis-28411	83	12	mosquito	mosquito	ADJ
bracis-28411	83	13	species	specie	NOUN
bracis-28411	83	14	of	of	ADP
bracis-28411	83	15	concern	concern	NOUN
bracis-28411	83	16	,	,	PUNCT
bracis-28411	83	17	including	include	VERB
bracis-28411	83	18	ae	ae	PROPN
bracis-28411	83	19	.	.	PUNCT
bracis-28411	84	1	aegypti	aegypti	PROPN
bracis-28411	84	2	,	,	PUNCT
bracis-28411	84	3	ae	ae	PROPN
bracis-28411	84	4	.	.	PUNCT
bracis-28411	84	5	albopictus	albopictus	NOUN
bracis-28411	84	6	,	,	PUNCT
bracis-28411	84	7	anopheles	anophele	NOUN
bracis-28411	84	8	,	,	PUNCT
bracis-28411	84	9	and	and	CCONJ
bracis-28411	84	10	culex	culex	PROPN
bracis-28411	84	11	sp	sp	PROPN
bracis-28411	84	12	.	.	PUNCT
bracis-28411	85	1	however	however	ADV
bracis-28411	85	2	,	,	PUNCT
bracis-28411	85	3	the	the	DET
bracis-28411	85	4	results	result	NOUN
bracis-28411	85	5	achieved	achieve	VERB
bracis-28411	85	6	were	be	AUX
bracis-28411	85	7	not	not	PART
bracis-28411	85	8	significant	significant	ADJ
bracis-28411	85	9	,	,	PUNCT
bracis-28411	85	10	with	with	ADP
bracis-28411	85	11	a	a	DET
bracis-28411	85	12	reported	report	VERB
bracis-28411	85	13	accuracy	accuracy	NOUN
bracis-28411	85	14	of	of	ADP
bracis-28411	85	15	only	only	ADV
bracis-28411	85	16	64	64	NUM
bracis-28411	85	17	%	%	NOUN
bracis-28411	85	18	.	.	PUNCT
bracis-28411	86	1	this	this	DET
bracis-28411	86	2	low	low	ADJ
bracis-28411	86	3	level	level	NOUN
bracis-28411	86	4	of	of	ADP
bracis-28411	86	5	accuracy	accuracy	NOUN
bracis-28411	86	6	poses	pose	VERB
bracis-28411	86	7	a	a	DET
bracis-28411	86	8	significant	significant	ADJ
bracis-28411	86	9	risk	risk	NOUN
bracis-28411	86	10	for	for	ADP
bracis-28411	86	11	users	user	NOUN
bracis-28411	86	12	and	and	CCONJ
bracis-28411	86	13	could	could	AUX
bracis-28411	86	14	put	put	VERB
bracis-28411	86	15	human	human	ADJ
bracis-28411	86	16	lives	life	NOUN
bracis-28411	86	17	in	in	ADP
bracis-28411	86	18	danger	danger	NOUN
bracis-28411	86	19	in	in	ADP
bracis-28411	86	20	the	the	DET
bracis-28411	86	21	context	context	NOUN
bracis-28411	86	22	of	of	ADP
bracis-28411	86	23	the	the	DET
bracis-28411	86	24	usage	usage	NOUN
bracis-28411	86	25	scenario	scenario	NOUN
bracis-28411	86	26	.	.	PUNCT
bracis-28411	87	1	another	another	DET
bracis-28411	87	2	limitation	limitation	NOUN
bracis-28411	87	3	regarding	regard	VERB
bracis-28411	87	4	most	most	ADJ
bracis-28411	87	5	existing	exist	VERB
bracis-28411	87	6	research	research	NOUN
bracis-28411	87	7	is	be	AUX
bracis-28411	87	8	that	that	SCONJ
bracis-28411	87	9	the	the	DET
bracis-28411	87	10	dl	dl	PROPN
bracis-28411	87	11	models	model	NOUN
bracis-28411	87	12	have	have	AUX
bracis-28411	87	13	been	be	AUX
bracis-28411	87	14	trained	train	VERB
bracis-28411	87	15	with	with	ADP
bracis-28411	87	16	microscopic	microscopic	ADJ
bracis-28411	87	17	images	image	NOUN
bracis-28411	87	18	,	,	PUNCT
bracis-28411	87	19	different	different	ADJ
bracis-28411	87	20	from	from	ADP
bracis-28411	87	21	photos	photo	NOUN
bracis-28411	87	22	that	that	PRON
bracis-28411	87	23	would	would	AUX
bracis-28411	87	24	be	be	AUX
bracis-28411	87	25	taken	take	VERB
bracis-28411	87	26	by	by	ADP
bracis-28411	87	27	a	a	DET
bracis-28411	87	28	citizen	citizen	NOUN
bracis-28411	87	29	with	with	ADP
bracis-28411	87	30	a	a	DET
bracis-28411	87	31	cellphone	cellphone	NOUN
bracis-28411	87	32	camera	camera	NOUN
bracis-28411	87	33	.	.	PUNCT
bracis-28411	88	1	only	only	ADV
bracis-28411	88	2	[	[	X
bracis-28411	88	3	5	5	NUM
bracis-28411	88	4	,	,	PUNCT
bracis-28411	88	5	17	17	NUM
bracis-28411	88	6	]	]	PUNCT
bracis-28411	88	7	and	and	CCONJ
bracis-28411	88	8	[	[	X
bracis-28411	88	9	25	25	NUM
bracis-28411	88	10	]	]	PUNCT
bracis-28411	88	11	use	use	NOUN
bracis-28411	88	12	images	image	NOUN
bracis-28411	88	13	taken	take	VERB
bracis-28411	88	14	in	in	ADP
bracis-28411	88	15	with	with	ADP
bracis-28411	88	16	a	a	DET
bracis-28411	88	17	cellphone	cellphone	NOUN
bracis-28411	88	18	,	,	PUNCT
bracis-28411	88	19	yet	yet	ADV
bracis-28411	88	20	using	use	VERB
bracis-28411	88	21	a	a	DET
bracis-28411	88	22	special	special	ADJ
bracis-28411	88	23	zoom	zoom	NOUN
bracis-28411	88	24	lens	len	NOUN
bracis-28411	88	25	,	,	PUNCT
bracis-28411	88	26	which	which	PRON
bracis-28411	88	27	again	again	ADV
bracis-28411	88	28	will	will	AUX
bracis-28411	88	29	not	not	PART
bracis-28411	88	30	be	be	AUX
bracis-28411	88	31	available	available	ADJ
bracis-28411	88	32	to	to	ADP
bracis-28411	88	33	a	a	DET
bracis-28411	88	34	broader	broad	ADJ
bracis-28411	88	35	audience	audience	NOUN
bracis-28411	88	36	.	.	PUNCT
bracis-28411	89	1	the	the	DET
bracis-28411	89	2	current	current	ADJ
bracis-28411	89	3	research	research	NOUN
bracis-28411	89	4	mostly	mostly	ADV
bracis-28411	89	5	used	use	VERB
bracis-28411	89	6	convolutional	convolutional	ADJ
bracis-28411	89	7	neural	neural	ADJ
bracis-28411	89	8	networks	network	NOUN
bracis-28411	89	9	(	(	PUNCT
bracis-28411	89	10	cnns	cnns	PROPN
bracis-28411	89	11	)	)	PUNCT
bracis-28411	89	12	,	,	PUNCT
bracis-28411	89	13	including	include	VERB
bracis-28411	89	14	resnets	resnet	NOUN
bracis-28411	89	15	as	as	ADV
bracis-28411	89	16	well	well	ADV
bracis-28411	89	17	as	as	ADP
bracis-28411	89	18	older	old	ADJ
bracis-28411	89	19	models	model	NOUN
bracis-28411	89	20	such	such	ADJ
bracis-28411	89	21	as	as	ADP
bracis-28411	89	22	alexnet	alexnet	NOUN
bracis-28411	89	23	.	.	PUNCT
bracis-28411	90	1	no	no	DET
bracis-28411	90	2	research	research	NOUN
bracis-28411	90	3	with	with	ADP
bracis-28411	90	4	more	more	ADJ
bracis-28411	90	5	recent	recent	ADJ
bracis-28411	90	6	cnns	cnn	NOUN
bracis-28411	90	7	,	,	PUNCT
bracis-28411	90	8	such	such	ADJ
bracis-28411	90	9	as	as	ADP
bracis-28411	90	10	efficientnets	efficientnet	NOUN
bracis-28411	90	11	have	have	AUX
bracis-28411	90	12	been	be	AUX
bracis-28411	90	13	encountered	encounter	VERB
bracis-28411	90	14	,	,	PUNCT
bracis-28411	90	15	although	although	SCONJ
bracis-28411	90	16	high	high	ADJ
bracis-28411	90	17	performances	performance	NOUN
bracis-28411	90	18	have	have	AUX
bracis-28411	90	19	been	be	AUX
bracis-28411	90	20	reported	report	VERB
bracis-28411	90	21	in	in	ADP
bracis-28411	90	22	other	other	ADJ
bracis-28411	90	23	application	application	NOUN
bracis-28411	90	24	domains	domain	NOUN
bracis-28411	90	25	comparing	compare	VERB
bracis-28411	90	26	it	it	PRON
bracis-28411	90	27	with	with	ADP
bracis-28411	90	28	other	other	ADJ
bracis-28411	90	29	models	model	NOUN
bracis-28411	90	30	[	[	X
bracis-28411	90	31	31	31	NUM
bracis-28411	90	32	]	]	PUNCT
bracis-28411	90	33	.	.	PUNCT
bracis-28411	91	1	the	the	DET
bracis-28411	91	2	performance	performance	NOUN
bracis-28411	91	3	of	of	ADP
bracis-28411	91	4	the	the	DET
bracis-28411	91	5	trained	train	VERB
bracis-28411	91	6	models	model	NOUN
bracis-28411	91	7	varies	vary	VERB
bracis-28411	91	8	largely	largely	ADV
bracis-28411	91	9	,	,	PUNCT
bracis-28411	91	10	with	with	ADP
bracis-28411	91	11	an	an	DET
bracis-28411	91	12	accuracy	accuracy	NOUN
bracis-28411	91	13	ranging	range	VERB
bracis-28411	91	14	from	from	ADP
bracis-28411	91	15	59.67	59.67	NUM
bracis-28411	91	16	%	%	NOUN
bracis-28411	91	17	[	[	X
bracis-28411	91	18	30	30	NUM
bracis-28411	91	19	]	]	PUNCT
bracis-28411	91	20	to	to	ADP
bracis-28411	91	21	about	about	ADV
bracis-28411	91	22	97	97	NUM
bracis-28411	91	23	%	%	NOUN
bracis-28411	91	24	[	[	X
bracis-28411	91	25	13	13	NUM
bracis-28411	91	26	,	,	PUNCT
bracis-28411	91	27	29	29	NUM
bracis-28411	91	28	]	]	PUNCT
bracis-28411	91	29	,	,	PUNCT
bracis-28411	91	30	while	while	SCONJ
bracis-28411	91	31	most	most	ADJ
bracis-28411	91	32	performance	performance	NOUN
bracis-28411	91	33	results	result	NOUN
bracis-28411	91	34	are	be	AUX
bracis-28411	91	35	rather	rather	ADV
bracis-28411	91	36	low	low	ADJ
bracis-28411	91	37	especially	especially	ADV
bracis-28411	91	38	considering	consider	VERB
bracis-28411	91	39	the	the	DET
bracis-28411	91	40	risk	risk	NOUN
bracis-28411	91	41	related	relate	VERB
bracis-28411	91	42	to	to	ADP
bracis-28411	91	43	a	a	DET
bracis-28411	91	44	misclassification	misclassification	NOUN
bracis-28411	91	45	in	in	ADP
bracis-28411	91	46	this	this	DET
bracis-28411	91	47	context	context	NOUN
bracis-28411	91	48	.	.	PUNCT
bracis-28411	92	1	the	the	DET
bracis-28411	92	2	highest	high	ADJ
bracis-28411	92	3	performances	performance	NOUN
bracis-28411	92	4	reported	report	VERB
bracis-28411	92	5	are	be	AUX
bracis-28411	92	6	also	also	ADV
bracis-28411	92	7	related	relate	VERB
bracis-28411	92	8	to	to	ADP
bracis-28411	92	9	classifications	classification	NOUN
bracis-28411	92	10	distinguishing	distinguish	VERB
bracis-28411	92	11	only	only	ADV
bracis-28411	92	12	aedes	aedes	PROPN
bracis-28411	92	13	vs.	vs.	ADP
bracis-28411	92	14	non	non	PROPN
bracis-28411	92	15	-	-	PROPN
bracis-28411	92	16	aedes	aedes	PROPN
bracis-28411	92	17	,	,	PUNCT
bracis-28411	92	18	but	but	CCONJ
bracis-28411	92	19	not	not	PART
bracis-28411	92	20	among	among	ADP
bracis-28411	92	21	aedes	aedes	PROPN
bracis-28411	92	22	species	species	PROPN
bracis-28411	92	23	.	.	PUNCT
bracis-28411	93	1	although	although	SCONJ
bracis-28411	93	2	densenet	densenet	NOUN
bracis-28411	93	3	achieved	achieve	VERB
bracis-28411	93	4	a	a	DET
bracis-28411	93	5	high	high	ADJ
bracis-28411	93	6	accuracy	accuracy	NOUN
bracis-28411	93	7	(	(	PUNCT
bracis-28411	93	8	97	97	NUM
bracis-28411	93	9	%	%	NOUN
bracis-28411	93	10	)	)	PUNCT
bracis-28411	93	11	,	,	PUNCT
bracis-28411	93	12	as	as	SCONJ
bracis-28411	93	13	reported	report	VERB
bracis-28411	93	14	by	by	ADP
bracis-28411	93	15	[	[	PUNCT
bracis-28411	93	16	13	13	NUM
bracis-28411	93	17	]	]	PUNCT
bracis-28411	93	18	,	,	PUNCT
bracis-28411	93	19	it	it	PRON
bracis-28411	93	20	was	be	AUX
bracis-28411	93	21	not	not	PART
bracis-28411	93	22	designed	design	VERB
bracis-28411	93	23	specifically	specifically	ADV
bracis-28411	93	24	for	for	ADP
bracis-28411	93	25	mobile	mobile	ADJ
bracis-28411	93	26	applications	application	NOUN
bracis-28411	93	27	,	,	PUNCT
bracis-28411	93	28	and	and	CCONJ
bracis-28411	93	29	generally	generally	ADV
bracis-28411	93	30	has	have	VERB
bracis-28411	93	31	a	a	DET
bracis-28411	93	32	higher	high	ADJ
bracis-28411	93	33	number	number	NOUN
bracis-28411	93	34	of	of	ADP
bracis-28411	93	35	parameters	parameter	NOUN
bracis-28411	93	36	and	and	CCONJ
bracis-28411	93	37	computational	computational	ADJ
bracis-28411	93	38	complexity	complexity	NOUN
bracis-28411	93	39	.	.	PUNCT
bracis-28411	94	1	the	the	DET
bracis-28411	94	2	only	only	ADJ
bracis-28411	94	3	research	research	NOUN
bracis-28411	94	4	reporting	reporting	NOUN
bracis-28411	94	5	performance	performance	NOUN
bracis-28411	94	6	with	with	ADP
bracis-28411	94	7	respect	respect	NOUN
bracis-28411	94	8	to	to	ADP
bracis-28411	94	9	the	the	DET
bracis-28411	94	10	classification	classification	NOUN
bracis-28411	94	11	between	between	ADP
bracis-28411	94	12	aedes	aedes	PROPN
bracis-28411	94	13	species	species	PROPN
bracis-28411	94	14	[	[	X
bracis-28411	94	15	5	5	NUM
bracis-28411	94	16	]	]	PUNCT
bracis-28411	94	17	indicates	indicate	VERB
bracis-28411	94	18	a	a	DET
bracis-28411	94	19	very	very	ADV
bracis-28411	94	20	low	low	ADJ
bracis-28411	94	21	accuracy	accuracy	NOUN
bracis-28411	94	22	of	of	ADP
bracis-28411	94	23	only	only	ADV
bracis-28411	94	24	64.58	64.58	NUM
bracis-28411	94	25	%	%	NOUN
bracis-28411	94	26	.	.	PUNCT
bracis-28411	95	1	these	these	DET
bracis-28411	95	2	results	result	NOUN
bracis-28411	95	3	show	show	VERB
bracis-28411	95	4	that	that	SCONJ
bracis-28411	95	5	there	there	PRON
bracis-28411	95	6	is	be	VERB
bracis-28411	95	7	currently	currently	ADV
bracis-28411	95	8	a	a	DET
bracis-28411	95	9	lack	lack	NOUN
bracis-28411	95	10	of	of	ADP
bracis-28411	95	11	dl	dl	PROPN
bracis-28411	95	12	models	model	NOUN
bracis-28411	95	13	for	for	ADP
bracis-28411	95	14	the	the	DET
bracis-28411	95	15	automatic	automatic	ADJ
bracis-28411	95	16	classification	classification	NOUN
bracis-28411	95	17	of	of	ADP
bracis-28411	95	18	mosquito	mosquito	ADJ
bracis-28411	95	19	larvae	larvae	NOUN
bracis-28411	95	20	that	that	PRON
bracis-28411	95	21	are	be	AUX
bracis-28411	95	22	able	able	ADJ
bracis-28411	95	23	to	to	PART
bracis-28411	95	24	distinguish	distinguish	VERB
bracis-28411	95	25	between	between	ADP
bracis-28411	95	26	aedes	aedes	PROPN
bracis-28411	95	27	species	specie	NOUN
bracis-28411	95	28	based	base	VERB
bracis-28411	95	29	on	on	ADP
bracis-28411	95	30	pictures	picture	NOUN
bracis-28411	95	31	taken	take	VERB
bracis-28411	95	32	with	with	ADP
bracis-28411	95	33	a	a	DET
bracis-28411	95	34	cellphone	cellphone	NOUN
bracis-28411	95	35	camera	camera	NOUN
bracis-28411	95	36	with	with	ADP
bracis-28411	95	37	minimal	minimal	ADJ
bracis-28411	95	38	acceptable	acceptable	ADJ
bracis-28411	95	39	accuracy	accuracy	NOUN
bracis-28411	95	40	.	.	PUNCT
bracis-28411	96	1	4	4	NUM
bracis-28411	96	2	research	research	NOUN
bracis-28411	96	3	methodology	methodology	NOUN
bracis-28411	96	4	this	this	DET
bracis-28411	96	5	research	research	NOUN
bracis-28411	96	6	is	be	AUX
bracis-28411	96	7	characterized	characterize	VERB
bracis-28411	96	8	as	as	ADP
bracis-28411	96	9	applied	apply	VERB
bracis-28411	96	10	research	research	NOUN
bracis-28411	96	11	[	[	X
bracis-28411	96	12	16	16	NUM
bracis-28411	96	13	]	]	PUNCT
bracis-28411	96	14	by	by	ADP
bracis-28411	96	15	identifying	identify	VERB
bracis-28411	96	16	and	and	CCONJ
bracis-28411	96	17	characterizing	characterize	VERB
bracis-28411	96	18	a	a	DET
bracis-28411	96	19	need	need	NOUN
bracis-28411	96	20	and	and	CCONJ
bracis-28411	96	21	aiming	aim	VERB
bracis-28411	96	22	to	to	PART
bracis-28411	96	23	contribute	contribute	VERB
bracis-28411	96	24	a	a	DET
bracis-28411	96	25	practical	practical	ADJ
bracis-28411	96	26	solution	solution	NOUN
bracis-28411	96	27	adopting	adopt	VERB
bracis-28411	96	28	dl	dl	PROPN
bracis-28411	96	29	.	.	PROPN
bracis-28411	96	30	based	base	VERB
bracis-28411	96	31	on	on	ADP
bracis-28411	96	32	the	the	DET
bracis-28411	96	33	results	result	NOUN
bracis-28411	96	34	of	of	ADP
bracis-28411	96	35	a	a	DET
bracis-28411	96	36	previous	previous	ADJ
bracis-28411	96	37	systematic	systematic	ADJ
bracis-28411	96	38	mapping	mapping	NOUN
bracis-28411	96	39	as	as	SCONJ
bracis-28411	96	40	presented	present	VERB
bracis-28411	96	41	in	in	ADP
bracis-28411	96	42	sect	sect	NOUN
bracis-28411	96	43	.	.	PUNCT
bracis-28411	96	44	 	 	SPACE
bracis-28411	97	1	3	3	NUM
bracis-28411	97	2	,	,	PUNCT
bracis-28411	97	3	we	we	PRON
bracis-28411	97	4	follow	follow	VERB
bracis-28411	97	5	a	a	DET
bracis-28411	97	6	systematic	systematic	ADJ
bracis-28411	97	7	process	process	NOUN
bracis-28411	97	8	for	for	ADP
bracis-28411	97	9	the	the	DET
bracis-28411	97	10	human	human	ADJ
bracis-28411	97	11	-	-	PUNCT
bracis-28411	97	12	centric	centric	ADJ
bracis-28411	97	13	interactive	interactive	ADJ
bracis-28411	97	14	development	development	NOUN
bracis-28411	97	15	of	of	ADP
bracis-28411	97	16	deep	deep	ADJ
bracis-28411	97	17	learning	learning	NOUN
bracis-28411	97	18	models	model	NOUN
bracis-28411	97	19	[	[	X
bracis-28411	97	20	1	1	NUM
bracis-28411	97	21	,	,	PUNCT
bracis-28411	97	22	22	22	NUM
bracis-28411	97	23	,	,	PUNCT
bracis-28411	97	24	28	28	NUM
bracis-28411	97	25	]	]	PUNCT
bracis-28411	97	26	.	.	PUNCT
bracis-28411	98	1	as	as	SCONJ
bracis-28411	98	2	presented	present	VERB
bracis-28411	98	3	in	in	ADP
bracis-28411	98	4	table	table	NOUN
bracis-28411	98	5	 	 	SPACE
bracis-28411	98	6	2	2	NUM
bracis-28411	98	7	this	this	PRON
bracis-28411	98	8	includes	include	VERB
bracis-28411	98	9	the	the	DET
bracis-28411	98	10	analysis	analysis	NOUN
bracis-28411	98	11	of	of	ADP
bracis-28411	98	12	requirements	requirement	NOUN
bracis-28411	98	13	,	,	PUNCT
bracis-28411	98	14	data	datum	NOUN
bracis-28411	98	15	preparation	preparation	NOUN
bracis-28411	98	16	and	and	CCONJ
bracis-28411	98	17	an	an	DET
bracis-28411	98	18	experiment	experiment	NOUN
bracis-28411	98	19	on	on	ADP
bracis-28411	98	20	training	training	NOUN
bracis-28411	98	21	and	and	CCONJ
bracis-28411	98	22	evaluating	evaluate	VERB
bracis-28411	98	23	different	different	ADJ
bracis-28411	98	24	dl	dl	PROPN
bracis-28411	98	25	models	model	NOUN
bracis-28411	98	26	,	,	PUNCT
bracis-28411	98	27	as	as	ADV
bracis-28411	98	28	well	well	ADV
bracis-28411	98	29	as	as	ADP
bracis-28411	98	30	testing	test	VERB
bracis-28411	98	31	the	the	DET
bracis-28411	98	32	trained	train	VERB
bracis-28411	98	33	models	model	NOUN
bracis-28411	98	34	with	with	ADP
bracis-28411	98	35	new	new	ADJ
bracis-28411	98	36	unseen	unseen	ADJ
bracis-28411	98	37	images	image	NOUN
bracis-28411	98	38	.	.	PUNCT
bracis-28411	99	1	the	the	DET
bracis-28411	99	2	evaluation	evaluation	NOUN
bracis-28411	99	3	results	result	NOUN
bracis-28411	99	4	are	be	AUX
bracis-28411	99	5	compared	compare	VERB
bracis-28411	99	6	between	between	ADP
bracis-28411	99	7	the	the	DET
bracis-28411	99	8	different	different	ADJ
bracis-28411	99	9	dl	dl	PROPN
bracis-28411	99	10	models	model	NOUN
bracis-28411	99	11	as	as	ADV
bracis-28411	99	12	well	well	ADV
bracis-28411	99	13	as	as	ADP
bracis-28411	99	14	in	in	ADP
bracis-28411	99	15	comparison	comparison	NOUN
bracis-28411	99	16	with	with	ADP
bracis-28411	99	17	models	model	NOUN
bracis-28411	99	18	encountered	encounter	VERB
bracis-28411	99	19	in	in	ADP
bracis-28411	99	20	literature	literature	NOUN
bracis-28411	99	21	.	.	PUNCT
bracis-28411	100	1	table	table	NOUN
bracis-28411	100	2	 	 	SPACE
bracis-28411	100	3	2	2	NUM
bracis-28411	100	4	.	.	NOUN
bracis-28411	100	5	overview	overview	NOUN
bracis-28411	100	6	on	on	ADP
bracis-28411	100	7	phases	phase	NOUN
bracis-28411	100	8	of	of	ADP
bracis-28411	100	9	the	the	DET
bracis-28411	100	10	research	research	NOUN
bracis-28411	100	11	methodology.full	methodology.full	NOUN
bracis-28411	100	12	size	size	NOUN
bracis-28411	100	13	table	table	NOUN
bracis-28411	100	14	5	5	NUM
bracis-28411	100	15	development	development	NOUN
bracis-28411	100	16	of	of	ADP
bracis-28411	100	17	the	the	DET
bracis-28411	100	18	image	image	NOUN
bracis-28411	100	19	classification	classification	NOUN
bracis-28411	100	20	model	model	NOUN
bracis-28411	100	21	5.1	5.1	NUM
bracis-28411	100	22	requirements	requirement	NOUN
bracis-28411	100	23	analysis	analysis	NOUN
bracis-28411	100	24	adopting	adopt	VERB
bracis-28411	100	25	[	[	X
bracis-28411	100	26	23	23	NUM
bracis-28411	100	27	]	]	PUNCT
bracis-28411	100	28	requirements	requirement	NOUN
bracis-28411	100	29	notation	notation	NOUN
bracis-28411	100	30	,	,	PUNCT
bracis-28411	100	31	the	the	DET
bracis-28411	100	32	goal	goal	NOUN
bracis-28411	100	33	is	be	AUX
bracis-28411	100	34	to	to	PART
bracis-28411	100	35	develop	develop	VERB
bracis-28411	100	36	a	a	DET
bracis-28411	100	37	dl	dl	PROPN
bracis-28411	100	38	model	model	NOUN
bracis-28411	100	39	that	that	PRON
bracis-28411	100	40	learns	learn	VERB
bracis-28411	100	41	from	from	ADP
bracis-28411	100	42	experience	experience	NOUN
bracis-28411	100	43	e	e	NOUN
bracis-28411	100	44	with	with	ADP
bracis-28411	100	45	respect	respect	NOUN
bracis-28411	100	46	to	to	ADP
bracis-28411	100	47	some	some	DET
bracis-28411	100	48	class	class	NOUN
bracis-28411	100	49	of	of	ADP
bracis-28411	100	50	tasks	task	NOUN
bracis-28411	100	51	t	t	PROPN
bracis-28411	100	52	and	and	CCONJ
bracis-28411	100	53	with	with	ADP
bracis-28411	100	54	performance	performance	NOUN
bracis-28411	100	55	measure	measure	NOUN
bracis-28411	100	56	p	p	X
bracis-28411	100	57	,	,	PUNCT
bracis-28411	100	58	if	if	SCONJ
bracis-28411	100	59	its	its	PRON
bracis-28411	100	60	performance	performance	NOUN
bracis-28411	100	61	on	on	ADP
bracis-28411	100	62	tasks	task	NOUN
bracis-28411	100	63	in	in	ADP
bracis-28411	100	64	t	t	PROPN
bracis-28411	100	65	,	,	PUNCT
bracis-28411	100	66	measured	measure	VERB
bracis-28411	100	67	by	by	ADP
bracis-28411	100	68	p	p	PRON
bracis-28411	100	69	,	,	PUNCT
bracis-28411	100	70	improves	improve	VERB
bracis-28411	100	71	with	with	ADP
bracis-28411	100	72	experience	experience	NOUN
bracis-28411	100	73	e.	e.	PROPN
bracis-28411	100	74	here	here	ADV
bracis-28411	100	75	,	,	PUNCT
bracis-28411	100	76	task	task	PROPN
bracis-28411	100	77	(	(	PUNCT
bracis-28411	100	78	t	t	PROPN
bracis-28411	100	79	)	)	PUNCT
bracis-28411	100	80	is	be	AUX
bracis-28411	100	81	to	to	PART
bracis-28411	100	82	classify	classify	VERB
bracis-28411	100	83	mosquito	mosquito	ADJ
bracis-28411	100	84	larvae	larvae	NOUN
bracis-28411	100	85	(	(	PUNCT
bracis-28411	100	86	single	single	ADJ
bracis-28411	100	87	label	label	NOUN
bracis-28411	100	88	)	)	PUNCT
bracis-28411	100	89	from	from	ADP
bracis-28411	100	90	a	a	DET
bracis-28411	100	91	photo	photo	NOUN
bracis-28411	100	92	taken	take	VERB
bracis-28411	100	93	with	with	ADP
bracis-28411	100	94	a	a	DET
bracis-28411	100	95	cellphone	cellphone	NOUN
bracis-28411	100	96	camera	camera	NOUN
bracis-28411	100	97	.	.	PUNCT
bracis-28411	101	1	experience	experience	NOUN
bracis-28411	101	2	(	(	PUNCT
bracis-28411	101	3	e	e	NOUN
bracis-28411	101	4	)	)	PUNCT
bracis-28411	101	5	is	be	AUX
bracis-28411	101	6	a	a	DET
bracis-28411	101	7	corpus	corpus	NOUN
bracis-28411	101	8	of	of	ADP
bracis-28411	101	9	labeled	label	VERB
bracis-28411	101	10	images	image	NOUN
bracis-28411	101	11	of	of	ADP
bracis-28411	101	12	mosquito	mosquito	ADJ
bracis-28411	101	13	larvae	larvae	NOUN
bracis-28411	101	14	of	of	ADP
bracis-28411	101	15	the	the	DET
bracis-28411	101	16	genus	genus	ADJ
bracis-28411	101	17	aedes	aede	NOUN
bracis-28411	101	18	including	include	VERB
bracis-28411	101	19	the	the	DET
bracis-28411	101	20	species	specie	NOUN
bracis-28411	101	21	ae	ae	PROPN
bracis-28411	101	22	.	.	PUNCT
bracis-28411	102	1	aegypti	aegypti	PROPN
bracis-28411	102	2	,	,	PUNCT
bracis-28411	102	3	ae	ae	PROPN
bracis-28411	102	4	.	.	PUNCT
bracis-28411	103	1	albopictus	albopictus	NOUN
bracis-28411	103	2	,	,	PUNCT
bracis-28411	103	3	genus	genus	NOUN
bracis-28411	103	4	culex	culex	NOUN
bracis-28411	103	5	and	and	CCONJ
bracis-28411	103	6	a	a	DET
bracis-28411	103	7	non	non	ADJ
bracis-28411	103	8	-	-	ADJ
bracis-28411	103	9	mosquito	mosquito	ADJ
bracis-28411	103	10	object	object	NOUN
bracis-28411	103	11	.	.	PUNCT
bracis-28411	104	1	in	in	ADP
bracis-28411	104	2	terms	term	NOUN
bracis-28411	104	3	of	of	ADP
bracis-28411	104	4	performance	performance	NOUN
bracis-28411	104	5	(	(	PUNCT
bracis-28411	104	6	p	p	NOUN
bracis-28411	104	7	)	)	PUNCT
bracis-28411	104	8	,	,	PUNCT
bracis-28411	104	9	considering	consider	VERB
bracis-28411	104	10	the	the	DET
bracis-28411	104	11	risk	risk	NOUN
bracis-28411	104	12	of	of	ADP
bracis-28411	104	13	misclassification	misclassification	NOUN
bracis-28411	104	14	in	in	ADP
bracis-28411	104	15	this	this	DET
bracis-28411	104	16	context	context	NOUN
bracis-28411	104	17	,	,	PUNCT
bracis-28411	104	18	an	an	DET
bracis-28411	104	19	accuracy	accuracy	NOUN
bracis-28411	104	20	performance	performance	NOUN
bracis-28411	104	21	level	level	NOUN
bracis-28411	104	22	greater	great	ADJ
bracis-28411	104	23	than	than	ADP
bracis-28411	104	24	90	90	NUM
bracis-28411	104	25	%	%	NOUN
bracis-28411	104	26	is	be	AUX
bracis-28411	104	27	expected	expect	VERB
bracis-28411	104	28	in	in	ADP
bracis-28411	104	29	order	order	NOUN
bracis-28411	104	30	to	to	PART
bracis-28411	104	31	ensure	ensure	VERB
bracis-28411	104	32	that	that	SCONJ
bracis-28411	104	33	the	the	DET
bracis-28411	104	34	model	model	NOUN
bracis-28411	104	35	can	can	AUX
bracis-28411	104	36	effectively	effectively	ADV
bracis-28411	104	37	identify	identify	VERB
bracis-28411	104	38	mosquito	mosquito	ADJ
bracis-28411	104	39	larvae	larvae	NOUN
bracis-28411	104	40	and	and	CCONJ
bracis-28411	104	41	contribute	contribute	VERB
bracis-28411	104	42	to	to	ADP
bracis-28411	104	43	dengue	dengue	NOUN
bracis-28411	104	44	prevention	prevention	NOUN
bracis-28411	104	45	efforts	effort	NOUN
bracis-28411	104	46	.	.	PUNCT
bracis-28411	105	1	this	this	DET
bracis-28411	105	2	level	level	NOUN
bracis-28411	105	3	of	of	ADP
bracis-28411	105	4	accuracy	accuracy	NOUN
bracis-28411	105	5	would	would	AUX
bracis-28411	105	6	provide	provide	VERB
bracis-28411	105	7	a	a	DET
bracis-28411	105	8	sufficient	sufficient	ADJ
bracis-28411	105	9	degree	degree	NOUN
bracis-28411	105	10	of	of	ADP
bracis-28411	105	11	confidence	confidence	NOUN
bracis-28411	105	12	in	in	ADP
bracis-28411	105	13	the	the	DET
bracis-28411	105	14	model	model	NOUN
bracis-28411	105	15	’s	’s	PART
bracis-28411	105	16	ability	ability	NOUN
bracis-28411	105	17	to	to	PART
bracis-28411	105	18	identify	identify	VERB
bracis-28411	105	19	mosquito	mosquito	ADJ
bracis-28411	105	20	larvae	larvae	NOUN
bracis-28411	105	21	correctly	correctly	ADV
bracis-28411	105	22	and	and	CCONJ
bracis-28411	105	23	minimize	minimize	VERB
bracis-28411	105	24	the	the	DET
bracis-28411	105	25	risk	risk	NOUN
bracis-28411	105	26	of	of	ADP
bracis-28411	105	27	false	false	ADJ
bracis-28411	105	28	positives	positive	NOUN
bracis-28411	105	29	or	or	CCONJ
bracis-28411	105	30	false	false	ADJ
bracis-28411	105	31	negatives	negative	NOUN
bracis-28411	105	32	.	.	PUNCT
bracis-28411	106	1	5.2	5.2	NUM
bracis-28411	106	2	data	datum	NOUN
bracis-28411	106	3	preparation	preparation	NOUN
bracis-28411	106	4	due	due	ADP
bracis-28411	106	5	to	to	ADP
bracis-28411	106	6	the	the	DET
bracis-28411	106	7	unavailability	unavailability	NOUN
bracis-28411	106	8	of	of	ADP
bracis-28411	106	9	public	public	ADJ
bracis-28411	106	10	datasets	dataset	NOUN
bracis-28411	106	11	of	of	ADP
bracis-28411	106	12	cellphone	cellphone	NOUN
bracis-28411	106	13	photos	photo	NOUN
bracis-28411	106	14	of	of	ADP
bracis-28411	106	15	larvae	larvae	NOUN
bracis-28411	106	16	of	of	ADP
bracis-28411	106	17	the	the	DET
bracis-28411	106	18	relevant	relevant	ADJ
bracis-28411	106	19	mosquito	mosquito	ADJ
bracis-28411	106	20	species	specie	NOUN
bracis-28411	106	21	,	,	PUNCT
bracis-28411	106	22	we	we	PRON
bracis-28411	106	23	collected	collect	VERB
bracis-28411	106	24	a	a	DET
bracis-28411	106	25	set	set	NOUN
bracis-28411	106	26	of	of	ADP
bracis-28411	106	27	1.999	1.999	NUM
bracis-28411	106	28	images	image	NOUN
bracis-28411	106	29	,	,	PUNCT
bracis-28411	106	30	including	include	VERB
bracis-28411	106	31	748	748	NUM
bracis-28411	106	32	images	image	NOUN
bracis-28411	106	33	of	of	ADP
bracis-28411	106	34	ae	ae	PROPN
bracis-28411	106	35	.	.	PUNCT
bracis-28411	107	1	aegypti	aegypti	PROPN
bracis-28411	107	2	larvae	larvae	NOUN
bracis-28411	107	3	,	,	PUNCT
bracis-28411	107	4	464	464	NUM
bracis-28411	107	5	images	image	NOUN
bracis-28411	107	6	of	of	ADP
bracis-28411	107	7	ae	ae	PROPN
bracis-28411	107	8	.	.	PUNCT
bracis-28411	108	1	albopictus	albopictus	NOUN
bracis-28411	108	2	larvae	larvae	NOUN
bracis-28411	108	3	,	,	PUNCT
bracis-28411	108	4	447	447	NUM
bracis-28411	108	5	images	image	NOUN
bracis-28411	108	6	of	of	ADP
bracis-28411	108	7	culex	culex	PROPN
bracis-28411	108	8	sp	sp	PROPN
bracis-28411	108	9	.	.	PROPN
bracis-28411	108	10	larvae	larvae	NOUN
bracis-28411	108	11	and	and	CCONJ
bracis-28411	108	12	340	340	NUM
bracis-28411	108	13	images	image	NOUN
bracis-28411	108	14	of	of	ADP
bracis-28411	108	15	non	non	ADJ
bracis-28411	108	16	-	-	ADJ
bracis-28411	108	17	mosquito	mosquito	ADJ
bracis-28411	108	18	objectsfootnote	objectsfootnote	NOUN
bracis-28411	108	19	1	1	NUM
bracis-28411	108	20	.	.	PUNCT
bracis-28411	109	1	the	the	DET
bracis-28411	109	2	images	image	NOUN
bracis-28411	109	3	were	be	AUX
bracis-28411	109	4	collected	collect	VERB
bracis-28411	109	5	and	and	CCONJ
bracis-28411	109	6	labeled	label	VERB
bracis-28411	109	7	by	by	ADP
bracis-28411	109	8	researchers	researcher	NOUN
bracis-28411	109	9	from	from	ADP
bracis-28411	109	10	the	the	DET
bracis-28411	109	11	initiative	initiative	NOUN
bracis-28411	109	12	computação	computação	NOUN
bracis-28411	109	13	na	na	ADP
bracis-28411	109	14	escola	escola	PROPN
bracis-28411	109	15	/	/	SYM
bracis-28411	109	16	incod	incod	ADJ
bracis-28411	109	17	/	/	SYM
bracis-28411	109	18	ine	ine	PROPN
bracis-28411	109	19	/	/	PROPN
bracis-28411	109	20	ufsc	ufsc	PROPN
bracis-28411	109	21	in	in	ADP
bracis-28411	109	22	cooperation	cooperation	NOUN
bracis-28411	109	23	with	with	ADP
bracis-28411	109	24	the	the	DET
bracis-28411	109	25	laboratory	laboratory	NOUN
bracis-28411	109	26	of	of	ADP
bracis-28411	109	27	hematozoan	hematozoan	PROPN
bracis-28411	109	28	transmitters	transmitters	PROPN
bracis-28411	109	29	/	/	SYM
bracis-28411	109	30	ufsc	ufsc	PROPN
bracis-28411	109	31	and	and	CCONJ
bracis-28411	109	32	the	the	DET
bracis-28411	109	33	coordination	coordination	NOUN
bracis-28411	109	34	of	of	ADP
bracis-28411	109	35	the	the	DET
bracis-28411	109	36	laboratory	laboratory	NOUN
bracis-28411	109	37	reference	reference	NOUN
bracis-28411	109	38	network	network	NOUN
bracis-28411	109	39	/	/	SYM
bracis-28411	109	40	central	central	ADJ
bracis-28411	109	41	public	public	ADJ
bracis-28411	109	42	health	health	NOUN
bracis-28411	109	43	laboratory	laboratory	NOUN
bracis-28411	109	44	of	of	ADP
bracis-28411	109	45	sc	sc	PROPN
bracis-28411	109	46	.	.	PUNCT
bracis-28411	110	1	the	the	DET
bracis-28411	110	2	images	image	NOUN
bracis-28411	110	3	were	be	AUX
bracis-28411	110	4	taken	take	VERB
bracis-28411	110	5	with	with	ADP
bracis-28411	110	6	cell	cell	NOUN
bracis-28411	110	7	phone	phone	NOUN
bracis-28411	110	8	cameras	camera	NOUN
bracis-28411	110	9	(	(	PUNCT
bracis-28411	110	10	samsung	samsung	PROPN
bracis-28411	110	11	galaxy	galaxy	PROPN
bracis-28411	110	12	s10	s10	PROPN
bracis-28411	110	13	,	,	PUNCT
bracis-28411	110	14	xiaomi	xiaomi	PROPN
bracis-28411	110	15	redmi	redmi	PROPN
bracis-28411	110	16	note	note	VERB
bracis-28411	110	17	9	9	NUM
bracis-28411	110	18	and	and	CCONJ
bracis-28411	110	19	xiaomi	xiaomi	PROPN
bracis-28411	110	20	mi	mi	PROPN
bracis-28411	110	21	11	11	NUM
bracis-28411	110	22	pro	pro	NOUN
bracis-28411	110	23	)	)	PUNCT
bracis-28411	110	24	without	without	ADP
bracis-28411	110	25	any	any	DET
bracis-28411	110	26	additional	additional	ADJ
bracis-28411	110	27	lenses	lense	NOUN
bracis-28411	110	28	(	(	PUNCT
bracis-28411	110	29	table	table	NOUN
bracis-28411	110	30	 	 	SPACE
bracis-28411	110	31	3	3	NUM
bracis-28411	110	32	)	)	PUNCT
bracis-28411	110	33	.	.	PUNCT
bracis-28411	111	1	table	table	NOUN
bracis-28411	111	2	 	 	SPACE
bracis-28411	111	3	3	3	X
bracis-28411	111	4	.	.	PUNCT
bracis-28411	111	5	camera	camera	NOUN
bracis-28411	111	6	specifications.full	specifications.full	NOUN
bracis-28411	111	7	size	size	NOUN
bracis-28411	111	8	table	table	NOUN
bracis-28411	111	9	the	the	DET
bracis-28411	111	10	images	image	NOUN
bracis-28411	111	11	were	be	AUX
bracis-28411	111	12	collected	collect	VERB
bracis-28411	111	13	with	with	ADP
bracis-28411	111	14	varying	vary	VERB
bracis-28411	111	15	backgrounds	background	NOUN
bracis-28411	111	16	,	,	PUNCT
bracis-28411	111	17	angles	angle	NOUN
bracis-28411	111	18	,	,	PUNCT
bracis-28411	111	19	and	and	CCONJ
bracis-28411	111	20	resolutions	resolution	NOUN
bracis-28411	111	21	and	and	CCONJ
bracis-28411	111	22	saved	save	VERB
bracis-28411	111	23	in.jpg	in.jpg	PROPN
bracis-28411	111	24	format	format	NOUN
bracis-28411	111	25	(	(	PUNCT
bracis-28411	111	26	fig	fig	NOUN
bracis-28411	111	27	.	.	PUNCT
bracis-28411	111	28	 	 	SPACE
bracis-28411	111	29	3	3	NUM
bracis-28411	111	30	)	)	PUNCT
bracis-28411	111	31	.	.	PUNCT
bracis-28411	112	1	fig	fig	NOUN
bracis-28411	112	2	.	.	PUNCT
bracis-28411	112	3	 	 	SPACE
bracis-28411	113	1	3	3	X
bracis-28411	113	2	.	.	PUNCT
bracis-28411	114	1	examples	example	NOUN
bracis-28411	114	2	of	of	ADP
bracis-28411	114	3	images	image	NOUN
bracis-28411	114	4	from	from	ADP
bracis-28411	114	5	the	the	DET
bracis-28411	114	6	data	datum	NOUN
bracis-28411	114	7	set	set	VERB
bracis-28411	114	8	.	.	PUNCT
bracis-28411	115	1	full	full	ADJ
bracis-28411	115	2	size	size	NOUN
bracis-28411	115	3	image	image	NOUN
bracis-28411	115	4	in	in	ADP
bracis-28411	115	5	order	order	NOUN
bracis-28411	115	6	to	to	PART
bracis-28411	115	7	assure	assure	VERB
bracis-28411	115	8	data	datum	NOUN
bracis-28411	115	9	quality	quality	NOUN
bracis-28411	115	10	the	the	DET
bracis-28411	115	11	following	follow	VERB
bracis-28411	115	12	data	data	NOUN
bracis-28411	115	13	quality	quality	NOUN
bracis-28411	115	14	characteristics	characteristic	NOUN
bracis-28411	115	15	were	be	AUX
bracis-28411	115	16	considered	consider	VERB
bracis-28411	115	17	in	in	ADP
bracis-28411	115	18	accordance	accordance	NOUN
bracis-28411	115	19	with	with	ADP
bracis-28411	115	20	ieee	ieee	NOUN
bracis-28411	115	21	std	std	NOUN
bracis-28411	115	22	2801	2801	NUM
bracis-28411	115	23	[	[	X
bracis-28411	115	24	18	18	NUM
bracis-28411	115	25	]	]	PUNCT
bracis-28411	115	26	as	as	SCONJ
bracis-28411	115	27	presented	present	VERB
bracis-28411	115	28	in	in	ADP
bracis-28411	115	29	table	table	NOUN
bracis-28411	115	30	 	 	SPACE
bracis-28411	115	31	4	4	NUM
bracis-28411	115	32	.	.	PUNCT
bracis-28411	115	33	table	table	NOUN
bracis-28411	115	34	 	 	SPACE
bracis-28411	115	35	4	4	NUM
bracis-28411	115	36	.	.	PUNCT
bracis-28411	115	37	data	datum	NOUN
bracis-28411	115	38	quality	quality	NOUN
bracis-28411	115	39	characteristics.full	characteristics.full	NUM
bracis-28411	115	40	size	size	NOUN
bracis-28411	115	41	table	table	NOUN
bracis-28411	115	42	the	the	DET
bracis-28411	115	43	data	datum	NOUN
bracis-28411	115	44	set	set	VERB
bracis-28411	115	45	was	be	AUX
bracis-28411	115	46	divided	divide	VERB
bracis-28411	115	47	into	into	ADP
bracis-28411	115	48	a	a	DET
bracis-28411	115	49	training	training	NOUN
bracis-28411	115	50	(	(	PUNCT
bracis-28411	115	51	79.2	79.2	NUM
bracis-28411	115	52	%	%	NOUN
bracis-28411	115	53	)	)	PUNCT
bracis-28411	115	54	,	,	PUNCT
bracis-28411	115	55	validation	validation	NOUN
bracis-28411	115	56	(	(	PUNCT
bracis-28411	115	57	19.8	19.8	NUM
bracis-28411	115	58	%	%	NOUN
bracis-28411	115	59	)	)	PUNCT
bracis-28411	115	60	,	,	PUNCT
bracis-28411	115	61	and	and	CCONJ
bracis-28411	115	62	test	test	NOUN
bracis-28411	115	63	(	(	PUNCT
bracis-28411	115	64	2	2	NUM
bracis-28411	115	65	%	%	NOUN
bracis-28411	115	66	)	)	PUNCT
bracis-28411	115	67	set	set	NOUN
bracis-28411	115	68	.	.	PUNCT
bracis-28411	116	1	5.3	5.3	NUM
bracis-28411	116	2	model	model	NOUN
bracis-28411	116	3	training	training	NOUN
bracis-28411	116	4	,	,	PUNCT
bracis-28411	116	5	evaluation	evaluation	NOUN
bracis-28411	116	6	and	and	CCONJ
bracis-28411	116	7	comparison	comparison	NOUN
bracis-28411	116	8	in	in	ADP
bracis-28411	116	9	accordance	accordance	NOUN
bracis-28411	116	10	with	with	ADP
bracis-28411	116	11	literature	literature	NOUN
bracis-28411	116	12	five	five	NUM
bracis-28411	116	13	different	different	ADJ
bracis-28411	116	14	dl	dl	PROPN
bracis-28411	116	15	architectures	architecture	NOUN
bracis-28411	116	16	for	for	ADP
bracis-28411	116	17	image	image	NOUN
bracis-28411	116	18	classification	classification	NOUN
bracis-28411	116	19	that	that	PRON
bracis-28411	116	20	are	be	AUX
bracis-28411	116	21	also	also	ADV
bracis-28411	116	22	indicated	indicate	VERB
bracis-28411	116	23	for	for	SCONJ
bracis-28411	116	24	deployment	deployment	NOUN
bracis-28411	116	25	in	in	ADP
bracis-28411	116	26	mobile	mobile	ADJ
bracis-28411	116	27	applications	application	NOUN
bracis-28411	116	28	have	have	AUX
bracis-28411	116	29	been	be	AUX
bracis-28411	116	30	trained	train	VERB
bracis-28411	116	31	:	:	PUNCT
bracis-28411	116	32	mobilenetv2	mobilenetv2	PROPN
bracis-28411	116	33	,	,	PUNCT
bracis-28411	116	34	resnet18	resnet18	NOUN
bracis-28411	116	35	,	,	PUNCT
bracis-28411	116	36	resnet34	resnet34	NOUN
bracis-28411	116	37	,	,	PUNCT
bracis-28411	116	38	efficientnet_b0	efficientnet_b0	NOUN
bracis-28411	116	39	,	,	PUNCT
bracis-28411	116	40	and	and	CCONJ
bracis-28411	116	41	efficientnet_lite0	efficientnet_lite0	NOUN
bracis-28411	116	42	.	.	PUNCT
bracis-28411	117	1	mobilenetv2	mobilenetv2	PROPN
bracis-28411	117	2	is	be	AUX
bracis-28411	117	3	an	an	DET
bracis-28411	117	4	architecture	architecture	NOUN
bracis-28411	117	5	designed	design	VERB
bracis-28411	117	6	specifically	specifically	ADV
bracis-28411	117	7	for	for	ADP
bracis-28411	117	8	mobile	mobile	ADJ
bracis-28411	117	9	device	device	NOUN
bracis-28411	117	10	applications	application	NOUN
bracis-28411	117	11	,	,	PUNCT
bracis-28411	117	12	with	with	ADP
bracis-28411	117	13	a	a	DET
bracis-28411	117	14	focus	focus	NOUN
bracis-28411	117	15	on	on	ADP
bracis-28411	117	16	efficiency	efficiency	NOUN
bracis-28411	117	17	and	and	CCONJ
bracis-28411	117	18	low	low	ADJ
bracis-28411	117	19	resource	resource	NOUN
bracis-28411	117	20	consumption	consumption	NOUN
bracis-28411	117	21	[	[	X
bracis-28411	117	22	15	15	NUM
bracis-28411	117	23	]	]	PUNCT
bracis-28411	117	24	.	.	PUNCT
bracis-28411	118	1	resnets	resnet	NOUN
bracis-28411	118	2	18	18	NUM
bracis-28411	118	3	and	and	CCONJ
bracis-28411	118	4	34	34	NUM
bracis-28411	118	5	were	be	AUX
bracis-28411	118	6	chosen	choose	VERB
bracis-28411	118	7	because	because	SCONJ
bracis-28411	118	8	of	of	ADP
bracis-28411	118	9	their	their	PRON
bracis-28411	118	10	efficiency	efficiency	NOUN
bracis-28411	118	11	and	and	CCONJ
bracis-28411	118	12	being	be	AUX
bracis-28411	118	13	the	the	DET
bracis-28411	118	14	least	least	ADJ
bracis-28411	118	15	complex	complex	NOUN
bracis-28411	118	16	of	of	ADP
bracis-28411	118	17	the	the	DET
bracis-28411	118	18	resnet	resnet	ADJ
bracis-28411	118	19	architecture	architecture	NOUN
bracis-28411	118	20	family	family	NOUN
bracis-28411	118	21	considering	consider	VERB
bracis-28411	118	22	a	a	DET
bracis-28411	118	23	deployment	deployment	NOUN
bracis-28411	118	24	in	in	ADP
bracis-28411	118	25	a	a	DET
bracis-28411	118	26	mobile	mobile	ADJ
bracis-28411	118	27	app	app	NOUN
bracis-28411	119	1	[	[	X
bracis-28411	119	2	6	6	NUM
bracis-28411	119	3	]	]	PUNCT
bracis-28411	119	4	.	.	PUNCT
bracis-28411	120	1	efficientnet_b0	efficientnet_b0	NOUN
bracis-28411	120	2	is	be	AUX
bracis-28411	120	3	the	the	DET
bracis-28411	120	4	most	most	ADV
bracis-28411	120	5	basic	basic	ADJ
bracis-28411	120	6	version	version	NOUN
bracis-28411	120	7	of	of	ADP
bracis-28411	120	8	the	the	DET
bracis-28411	120	9	efficientnet	efficientnet	NOUN
bracis-28411	120	10	family	family	NOUN
bracis-28411	120	11	,	,	PUNCT
bracis-28411	120	12	and	and	CCONJ
bracis-28411	120	13	is	be	AUX
bracis-28411	120	14	designed	design	VERB
bracis-28411	120	15	to	to	PART
bracis-28411	120	16	be	be	AUX
bracis-28411	120	17	efficient	efficient	ADJ
bracis-28411	120	18	in	in	ADP
bracis-28411	120	19	terms	term	NOUN
bracis-28411	120	20	of	of	ADP
bracis-28411	120	21	both	both	CCONJ
bracis-28411	120	22	computational	computational	ADJ
bracis-28411	120	23	resources	resource	NOUN
bracis-28411	120	24	and	and	CCONJ
bracis-28411	120	25	performance	performance	NOUN
bracis-28411	120	26	[	[	X
bracis-28411	120	27	31	31	NUM
bracis-28411	120	28	]	]	PUNCT
bracis-28411	120	29	and	and	CCONJ
bracis-28411	120	30	the	the	DET
bracis-28411	120	31	lightest	light	ADJ
bracis-28411	120	32	version	version	NOUN
bracis-28411	120	33	,	,	PUNCT
bracis-28411	120	34	efficientnet_lite0	efficientnet_lite0	NOUN
bracis-28411	120	35	,	,	PUNCT
bracis-28411	120	36	designed	design	VERB
bracis-28411	120	37	specifically	specifically	ADV
bracis-28411	120	38	for	for	ADP
bracis-28411	120	39	mobile	mobile	ADJ
bracis-28411	120	40	device	device	NOUN
bracis-28411	120	41	applications	application	NOUN
bracis-28411	120	42	[	[	X
bracis-28411	120	43	21	21	NUM
bracis-28411	120	44	]	]	PUNCT
bracis-28411	120	45	.	.	PUNCT
bracis-28411	121	1	the	the	DET
bracis-28411	121	2	models	model	NOUN
bracis-28411	121	3	were	be	AUX
bracis-28411	121	4	developed	develop	VERB
bracis-28411	121	5	in	in	ADP
bracis-28411	121	6	python	python	NOUN
bracis-28411	121	7	using	use	VERB
bracis-28411	121	8	jupyter	jupyter	ADJ
bracis-28411	121	9	notebook	notebook	NOUN
bracis-28411	121	10	/	/	SYM
bracis-28411	121	11	google	google	PROPN
bracis-28411	121	12	colab	colab	PROPN
bracis-28411	121	13	.	.	PUNCT
bracis-28411	122	1	for	for	ADP
bracis-28411	122	2	the	the	DET
bracis-28411	122	3	development	development	NOUN
bracis-28411	122	4	we	we	PRON
bracis-28411	122	5	used	use	VERB
bracis-28411	122	6	the	the	DET
bracis-28411	122	7	fast.ai	fast.ai	NUM
bracis-28411	122	8	library	library	NOUN
bracis-28411	122	9	[	[	X
bracis-28411	122	10	10	10	NUM
bracis-28411	122	11	]	]	PUNCT
bracis-28411	122	12	,	,	PUNCT
bracis-28411	122	13	an	an	DET
bracis-28411	122	14	open	open	ADJ
bracis-28411	122	15	source	source	NOUN
bracis-28411	122	16	deep	deep	ADJ
bracis-28411	122	17	learning	learning	NOUN
bracis-28411	122	18	library	library	NOUN
bracis-28411	122	19	that	that	PRON
bracis-28411	122	20	provides	provide	VERB
bracis-28411	122	21	a	a	DET
bracis-28411	122	22	high	high	ADJ
bracis-28411	122	23	-	-	PUNCT
bracis-28411	122	24	level	level	NOUN
bracis-28411	122	25	api	api	NOUN
bracis-28411	122	26	to	to	PART
bracis-28411	122	27	simplify	simplify	VERB
bracis-28411	122	28	the	the	DET
bracis-28411	122	29	process	process	NOUN
bracis-28411	122	30	of	of	ADP
bracis-28411	122	31	training	training	NOUN
bracis-28411	122	32	and	and	CCONJ
bracis-28411	122	33	validating	validate	VERB
bracis-28411	122	34	dl	dl	PROPN
bracis-28411	122	35	models	model	NOUN
bracis-28411	122	36	as	as	ADV
bracis-28411	122	37	well	well	ADV
bracis-28411	122	38	as	as	ADP
bracis-28411	122	39	its	its	PRON
bracis-28411	122	40	support	support	NOUN
bracis-28411	122	41	for	for	ADP
bracis-28411	122	42	transfer	transfer	NOUN
bracis-28411	122	43	learning	learning	NOUN
bracis-28411	122	44	.	.	PUNCT
bracis-28411	123	1	in	in	ADP
bracis-28411	123	2	order	order	NOUN
bracis-28411	123	3	to	to	PART
bracis-28411	123	4	run	run	VERB
bracis-28411	123	5	efficientnet	efficientnet	NOUN
bracis-28411	123	6	and	and	CCONJ
bracis-28411	123	7	mobilenet	mobilenet	NOUN
bracis-28411	123	8	architectures	architecture	NOUN
bracis-28411	123	9	we	we	PRON
bracis-28411	123	10	also	also	ADV
bracis-28411	123	11	used	use	VERB
bracis-28411	123	12	the	the	DET
bracis-28411	123	13	timm	timm	PROPN
bracis-28411	123	14	library	library	NOUN
bracis-28411	123	15	,	,	PUNCT
bracis-28411	123	16	which	which	PRON
bracis-28411	123	17	provides	provide	VERB
bracis-28411	123	18	a	a	DET
bracis-28411	123	19	collection	collection	NOUN
bracis-28411	123	20	of	of	ADP
bracis-28411	123	21	pre	pre	ADJ
bracis-28411	123	22	-	-	ADJ
bracis-28411	123	23	trained	train	VERB
bracis-28411	123	24	sota	sota	NOUN
bracis-28411	123	25	(	(	PUNCT
bracis-28411	123	26	state	state	NOUN
bracis-28411	123	27	-	-	PUNCT
bracis-28411	123	28	of	of	ADP
bracis-28411	123	29	-	-	PUNCT
bracis-28411	123	30	the	the	DET
bracis-28411	123	31	-	-	PUNCT
bracis-28411	123	32	art	art	NOUN
bracis-28411	123	33	)	)	PUNCT
bracis-28411	123	34	computer	computer	NOUN
bracis-28411	123	35	vision	vision	NOUN
bracis-28411	123	36	models	model	NOUN
bracis-28411	123	37	[	[	X
bracis-28411	123	38	10	10	NUM
bracis-28411	123	39	]	]	PUNCT
bracis-28411	123	40	.	.	PUNCT
bracis-28411	124	1	the	the	DET
bracis-28411	124	2	images	image	NOUN
bracis-28411	124	3	were	be	AUX
bracis-28411	124	4	resized	resize	VERB
bracis-28411	124	5	to	to	ADP
bracis-28411	124	6	224	224	NUM
bracis-28411	124	7	×	×	NOUN
bracis-28411	124	8	224	224	NUM
bracis-28411	124	9	pixels	pixel	NOUN
bracis-28411	124	10	and	and	CCONJ
bracis-28411	124	11	subjected	subject	VERB
bracis-28411	124	12	to	to	ADP
bracis-28411	124	13	random	random	ADJ
bracis-28411	124	14	data	datum	NOUN
bracis-28411	124	15	augmentation	augmentation	NOUN
bracis-28411	124	16	.	.	PUNCT
bracis-28411	125	1	an	an	DET
bracis-28411	125	2	overview	overview	NOUN
bracis-28411	125	3	of	of	ADP
bracis-28411	125	4	the	the	DET
bracis-28411	125	5	training	training	NOUN
bracis-28411	125	6	parameters	parameter	NOUN
bracis-28411	125	7	and	and	CCONJ
bracis-28411	125	8	results	result	NOUN
bracis-28411	125	9	is	be	AUX
bracis-28411	125	10	shown	show	VERB
bracis-28411	125	11	in	in	ADP
bracis-28411	125	12	table	table	NOUN
bracis-28411	125	13	 	 	SPACE
bracis-28411	125	14	5	5	NUM
bracis-28411	125	15	.	.	PUNCT
bracis-28411	125	16	table	table	NOUN
bracis-28411	125	17	 	 	SPACE
bracis-28411	125	18	5	5	NUM
bracis-28411	125	19	.	.	PUNCT
bracis-28411	125	20	overview	overview	NOUN
bracis-28411	125	21	on	on	ADP
bracis-28411	125	22	training	training	NOUN
bracis-28411	125	23	parameters	parameter	NOUN
bracis-28411	125	24	and	and	CCONJ
bracis-28411	125	25	results.full	results.full	NOUN
bracis-28411	125	26	size	size	NOUN
bracis-28411	125	27	table	table	NOUN
bracis-28411	125	28	in	in	ADP
bracis-28411	125	29	an	an	DET
bracis-28411	125	30	exploratory	exploratory	ADJ
bracis-28411	125	31	analysis	analysis	NOUN
bracis-28411	125	32	of	of	ADP
bracis-28411	125	33	the	the	DET
bracis-28411	125	34	results	result	NOUN
bracis-28411	125	35	of	of	ADP
bracis-28411	125	36	the	the	DET
bracis-28411	125	37	models	model	NOUN
bracis-28411	125	38	’	'	PUNCT
bracis-28411	125	39	validation	validation	NOUN
bracis-28411	125	40	,	,	PUNCT
bracis-28411	125	41	efficientnet_lite0	efficientnet_lite0	NOUN
bracis-28411	125	42	stands	stand	VERB
bracis-28411	125	43	out	out	ADP
bracis-28411	125	44	by	by	ADP
bracis-28411	125	45	showing	show	VERB
bracis-28411	125	46	the	the	DET
bracis-28411	125	47	best	good	ADJ
bracis-28411	125	48	overall	overall	ADJ
bracis-28411	125	49	performance	performance	NOUN
bracis-28411	125	50	in	in	ADP
bracis-28411	125	51	terms	term	NOUN
bracis-28411	125	52	of	of	ADP
bracis-28411	125	53	accuracy	accuracy	NOUN
bracis-28411	125	54	,	,	PUNCT
bracis-28411	125	55	precision	precision	NOUN
bracis-28411	125	56	,	,	PUNCT
bracis-28411	125	57	recall	recall	NOUN
bracis-28411	125	58	,	,	PUNCT
bracis-28411	125	59	and	and	CCONJ
bracis-28411	125	60	f1	f1	NOUN
bracis-28411	125	61	-	-	PUNCT
bracis-28411	125	62	score	score	NOUN
bracis-28411	125	63	.	.	PUNCT
bracis-28411	126	1	this	this	DET
bracis-28411	126	2	result	result	NOUN
bracis-28411	126	3	is	be	AUX
bracis-28411	126	4	particularly	particularly	ADV
bracis-28411	126	5	notable	notable	ADJ
bracis-28411	126	6	considering	consider	VERB
bracis-28411	126	7	that	that	SCONJ
bracis-28411	126	8	this	this	DET
bracis-28411	126	9	architecture	architecture	NOUN
bracis-28411	126	10	was	be	AUX
bracis-28411	126	11	designed	design	VERB
bracis-28411	126	12	to	to	PART
bracis-28411	126	13	be	be	AUX
bracis-28411	126	14	efficient	efficient	ADJ
bracis-28411	126	15	in	in	ADP
bracis-28411	126	16	terms	term	NOUN
bracis-28411	126	17	of	of	ADP
bracis-28411	126	18	computational	computational	ADJ
bracis-28411	126	19	resources	resource	NOUN
bracis-28411	126	20	according	accord	VERB
bracis-28411	126	21	to	to	ADP
bracis-28411	126	22	[	[	X
bracis-28411	126	23	21	21	NUM
bracis-28411	126	24	]	]	PUNCT
bracis-28411	126	25	.	.	PUNCT
bracis-28411	127	1	the	the	DET
bracis-28411	127	2	resnet18	resnet18	NOUN
bracis-28411	127	3	,	,	PUNCT
bracis-28411	127	4	resnet34	resnet34	NOUN
bracis-28411	127	5	,	,	PUNCT
bracis-28411	127	6	and	and	CCONJ
bracis-28411	127	7	efficientnet_b0	efficientnet_b0	NOUN
bracis-28411	127	8	models	model	NOUN
bracis-28411	127	9	performed	perform	VERB
bracis-28411	127	10	almost	almost	ADV
bracis-28411	127	11	similarly	similarly	ADV
bracis-28411	127	12	,	,	PUNCT
bracis-28411	127	13	with	with	ADP
bracis-28411	127	14	all	all	DET
bracis-28411	127	15	metrics	metric	NOUN
bracis-28411	127	16	above	above	ADP
bracis-28411	127	17	96	96	NUM
bracis-28411	127	18	%	%	NOUN
bracis-28411	127	19	.	.	PUNCT
bracis-28411	128	1	although	although	SCONJ
bracis-28411	128	2	there	there	PRON
bracis-28411	128	3	are	be	VERB
bracis-28411	128	4	subtle	subtle	ADJ
bracis-28411	128	5	differences	difference	NOUN
bracis-28411	128	6	.	.	PUNCT
bracis-28411	129	1	resnet34	resnet34	NOUN
bracis-28411	129	2	had	have	VERB
bracis-28411	129	3	slightly	slightly	ADV
bracis-28411	129	4	higher	high	ADJ
bracis-28411	129	5	accuracy	accuracy	NOUN
bracis-28411	129	6	,	,	PUNCT
bracis-28411	129	7	while	while	SCONJ
bracis-28411	129	8	efficientnet_b0	efficientnet_b0	NOUN
bracis-28411	129	9	had	have	VERB
bracis-28411	129	10	slightly	slightly	ADV
bracis-28411	129	11	higher	high	ADJ
bracis-28411	129	12	precision	precision	NOUN
bracis-28411	129	13	,	,	PUNCT
bracis-28411	129	14	recall	recall	NOUN
bracis-28411	129	15	,	,	PUNCT
bracis-28411	129	16	and	and	CCONJ
bracis-28411	129	17	f1	f1	NOUN
bracis-28411	129	18	-	-	PUNCT
bracis-28411	129	19	score	score	NOUN
bracis-28411	129	20	.	.	PUNCT
bracis-28411	130	1	mobilenetv2	mobilenetv2	PROPN
bracis-28411	130	2	demonstrated	demonstrate	VERB
bracis-28411	130	3	the	the	DET
bracis-28411	130	4	worst	bad	ADJ
bracis-28411	130	5	performance	performance	NOUN
bracis-28411	130	6	among	among	ADP
bracis-28411	130	7	the	the	DET
bracis-28411	130	8	models	model	NOUN
bracis-28411	130	9	,	,	PUNCT
bracis-28411	130	10	with	with	ADP
bracis-28411	130	11	all	all	DET
bracis-28411	130	12	metrics	metric	NOUN
bracis-28411	130	13	significantly	significantly	ADV
bracis-28411	130	14	below	below	ADP
bracis-28411	130	15	the	the	DET
bracis-28411	130	16	others	other	NOUN
bracis-28411	130	17	.	.	PUNCT
bracis-28411	131	1	despite	despite	SCONJ
bracis-28411	131	2	being	be	AUX
bracis-28411	131	3	designed	design	VERB
bracis-28411	131	4	to	to	PART
bracis-28411	131	5	be	be	AUX
bracis-28411	131	6	fast	fast	ADJ
bracis-28411	131	7	and	and	CCONJ
bracis-28411	131	8	lightweight	lightweight	ADJ
bracis-28411	131	9	,	,	PUNCT
bracis-28411	131	10	the	the	DET
bracis-28411	131	11	model	model	NOUN
bracis-28411	131	12	compromises	compromise	VERB
bracis-28411	131	13	performance	performance	NOUN
bracis-28411	131	14	in	in	ADP
bracis-28411	131	15	exchange	exchange	NOUN
bracis-28411	131	16	for	for	ADP
bracis-28411	131	17	efficiency	efficiency	NOUN
bracis-28411	131	18	.	.	PUNCT
bracis-28411	132	1	the	the	DET
bracis-28411	132	2	results	result	NOUN
bracis-28411	132	3	of	of	ADP
bracis-28411	132	4	the	the	DET
bracis-28411	132	5	evaluation	evaluation	NOUN
bracis-28411	132	6	of	of	ADP
bracis-28411	132	7	each	each	DET
bracis-28411	132	8	model	model	NOUN
bracis-28411	132	9	are	be	AUX
bracis-28411	132	10	presented	present	VERB
bracis-28411	132	11	in	in	ADP
bracis-28411	132	12	table	table	NOUN
bracis-28411	132	13	 	 	SPACE
bracis-28411	132	14	6	6	NUM
bracis-28411	132	15	.	.	PUNCT
bracis-28411	132	16	table	table	NOUN
bracis-28411	132	17	 	 	SPACE
bracis-28411	132	18	6	6	NUM
bracis-28411	132	19	.	.	PUNCT
bracis-28411	132	20	results	result	NOUN
bracis-28411	132	21	of	of	ADP
bracis-28411	132	22	evaluation	evaluation	NOUN
bracis-28411	132	23	metrics.full	metrics.full	NUM
bracis-28411	132	24	size	size	NOUN
bracis-28411	132	25	table	table	NOUN
bracis-28411	132	26	6	6	NUM
bracis-28411	132	27	prediction	prediction	NOUN
bracis-28411	132	28	test	test	NOUN
bracis-28411	132	29	following	follow	VERB
bracis-28411	132	30	iso	iso	PROPN
bracis-28411	132	31	/	/	SYM
bracis-28411	132	32	iec	iec	PROPN
bracis-28411	132	33	4213	4213	NUM
bracis-28411	132	34	[	[	X
bracis-28411	132	35	19	19	NUM
bracis-28411	132	36	]	]	X
bracis-28411	132	37	we	we	PRON
bracis-28411	132	38	performed	perform	VERB
bracis-28411	132	39	a	a	DET
bracis-28411	132	40	test	test	NOUN
bracis-28411	132	41	with	with	ADP
bracis-28411	132	42	the	the	DET
bracis-28411	132	43	trained	train	VERB
bracis-28411	132	44	models	model	NOUN
bracis-28411	132	45	predicting	predict	VERB
bracis-28411	132	46	the	the	DET
bracis-28411	132	47	classification	classification	NOUN
bracis-28411	132	48	of	of	ADP
bracis-28411	132	49	previously	previously	ADV
bracis-28411	132	50	unseen	unseen	ADJ
bracis-28411	132	51	images	image	NOUN
bracis-28411	132	52	.	.	PUNCT
bracis-28411	133	1	6.1	6.1	NUM
bracis-28411	133	2	test	test	NOUN
bracis-28411	133	3	preparation	preparation	NOUN
bracis-28411	133	4	test	test	NOUN
bracis-28411	133	5	dataset	dataset	VERB
bracis-28411	133	6	.	.	PUNCT
bracis-28411	134	1	the	the	DET
bracis-28411	134	2	test	test	NOUN
bracis-28411	134	3	set	set	NOUN
bracis-28411	134	4	is	be	AUX
bracis-28411	134	5	composed	compose	VERB
bracis-28411	134	6	of	of	ADP
bracis-28411	134	7	a	a	DET
bracis-28411	134	8	total	total	NOUN
bracis-28411	134	9	of	of	ADP
bracis-28411	134	10	40	40	NUM
bracis-28411	134	11	images	image	NOUN
bracis-28411	134	12	with	with	ADP
bracis-28411	134	13	the	the	DET
bracis-28411	134	14	data	datum	NOUN
bracis-28411	134	15	quality	quality	NOUN
bracis-28411	134	16	characteristics	characteristic	NOUN
bracis-28411	134	17	as	as	SCONJ
bracis-28411	134	18	described	describe	VERB
bracis-28411	134	19	in	in	ADP
bracis-28411	134	20	table	table	NOUN
bracis-28411	134	21	 	 	SPACE
bracis-28411	134	22	7	7	NUM
bracis-28411	134	23	.	.	PUNCT
bracis-28411	134	24	table	table	NOUN
bracis-28411	134	25	 	 	SPACE
bracis-28411	134	26	7	7	NUM
bracis-28411	134	27	.	.	PUNCT
bracis-28411	134	28	test	test	NOUN
bracis-28411	134	29	data	datum	NOUN
bracis-28411	134	30	set	set	VERB
bracis-28411	134	31	characteristicsfull	characteristicsfull	ADJ
bracis-28411	134	32	size	size	NOUN
bracis-28411	134	33	table	table	NOUN
bracis-28411	134	34	metrics	metric	NOUN
bracis-28411	134	35	.	.	PUNCT
bracis-28411	135	1	to	to	PART
bracis-28411	135	2	evaluate	evaluate	VERB
bracis-28411	135	3	the	the	DET
bracis-28411	135	4	performance	performance	NOUN
bracis-28411	135	5	of	of	ADP
bracis-28411	135	6	the	the	DET
bracis-28411	135	7	models	model	NOUN
bracis-28411	135	8	,	,	PUNCT
bracis-28411	135	9	the	the	DET
bracis-28411	135	10	following	follow	VERB
bracis-28411	135	11	metrics	metric	NOUN
bracis-28411	135	12	were	be	AUX
bracis-28411	135	13	employed	employ	VERB
bracis-28411	135	14	:	:	PUNCT
bracis-28411	135	15	accuracy	accuracy	NOUN
bracis-28411	135	16	,	,	PUNCT
bracis-28411	135	17	to	to	PART
bracis-28411	135	18	evaluate	evaluate	VERB
bracis-28411	135	19	overall	overall	ADJ
bracis-28411	135	20	performance	performance	NOUN
bracis-28411	135	21	;	;	PUNCT
bracis-28411	135	22	precision	precision	NOUN
bracis-28411	135	23	and	and	CCONJ
bracis-28411	135	24	recall	recall	VERB
bracis-28411	135	25	to	to	PART
bracis-28411	135	26	support	support	VERB
bracis-28411	135	27	an	an	DET
bracis-28411	135	28	understanding	understanding	NOUN
bracis-28411	135	29	how	how	SCONJ
bracis-28411	135	30	the	the	DET
bracis-28411	135	31	model	model	NOUN
bracis-28411	135	32	handles	handle	VERB
bracis-28411	135	33	false	false	ADJ
bracis-28411	135	34	positives	positive	NOUN
bracis-28411	135	35	and	and	CCONJ
bracis-28411	135	36	false	false	ADJ
bracis-28411	135	37	negatives	negative	NOUN
bracis-28411	135	38	,	,	PUNCT
bracis-28411	135	39	and	and	CCONJ
bracis-28411	135	40	f1	f1	PROPN
bracis-28411	135	41	score	score	NOUN
bracis-28411	135	42	,	,	PUNCT
bracis-28411	135	43	the	the	DET
bracis-28411	135	44	harmonic	harmonic	ADJ
bracis-28411	135	45	mean	mean	NOUN
bracis-28411	135	46	of	of	ADP
bracis-28411	135	47	the	the	DET
bracis-28411	135	48	accuracy	accuracy	NOUN
bracis-28411	135	49	and	and	CCONJ
bracis-28411	135	50	recall	recall	NOUN
bracis-28411	135	51	results	result	NOUN
bracis-28411	135	52	;	;	PUNCT
bracis-28411	135	53	specificity	specificity	NOUN
bracis-28411	135	54	was	be	AUX
bracis-28411	135	55	measured	measure	VERB
bracis-28411	135	56	for	for	ADP
bracis-28411	135	57	correctly	correctly	ADV
bracis-28411	135	58	identifying	identify	VERB
bracis-28411	135	59	negative	negative	ADJ
bracis-28411	135	60	examples	example	NOUN
bracis-28411	135	61	and	and	CCONJ
bracis-28411	135	62	minimizing	minimize	VERB
bracis-28411	135	63	false	false	ADJ
bracis-28411	135	64	positives	positive	NOUN
bracis-28411	135	65	.	.	PUNCT
bracis-28411	136	1	execution	execution	NOUN
bracis-28411	136	2	environment	environment	NOUN
bracis-28411	136	3	.	.	PUNCT
bracis-28411	137	1	the	the	DET
bracis-28411	137	2	test	test	NOUN
bracis-28411	137	3	was	be	AUX
bracis-28411	137	4	run	run	VERB
bracis-28411	137	5	using	use	VERB
bracis-28411	137	6	jupyter	jupyter	ADJ
bracis-28411	137	7	notebooks	notebook	NOUN
bracis-28411	137	8	in	in	ADP
bracis-28411	137	9	google	google	PROPN
bracis-28411	137	10	colab	colab	PROPN
bracis-28411	137	11	.	.	PUNCT
bracis-28411	138	1	6.2	6.2	NUM
bracis-28411	138	2	test	test	NOUN
bracis-28411	138	3	results	result	VERB
bracis-28411	138	4	the	the	DET
bracis-28411	138	5	test	test	NOUN
bracis-28411	138	6	results	result	NOUN
bracis-28411	138	7	are	be	AUX
bracis-28411	138	8	presented	present	VERB
bracis-28411	138	9	in	in	ADP
bracis-28411	138	10	table	table	NOUN
bracis-28411	138	11	 	 	SPACE
bracis-28411	138	12	8	8	NUM
bracis-28411	138	13	.	.	PUNCT
bracis-28411	139	1	table	table	NOUN
bracis-28411	139	2	 	 	SPACE
bracis-28411	139	3	8	8	NUM
bracis-28411	139	4	.	.	PUNCT
bracis-28411	139	5	test	test	NOUN
bracis-28411	139	6	results.full	results.full	NOUN
bracis-28411	139	7	size	size	NOUN
bracis-28411	139	8	table	table	NOUN
bracis-28411	139	9	the	the	DET
bracis-28411	139	10	results	result	NOUN
bracis-28411	139	11	show	show	VERB
bracis-28411	139	12	that	that	SCONJ
bracis-28411	139	13	the	the	DET
bracis-28411	139	14	resnet18	resnet18	NOUN
bracis-28411	139	15	model	model	NOUN
bracis-28411	139	16	obtained	obtain	VERB
bracis-28411	139	17	the	the	DET
bracis-28411	139	18	highest	high	ADJ
bracis-28411	139	19	accuracy	accuracy	NOUN
bracis-28411	139	20	,	,	PUNCT
bracis-28411	139	21	precision	precision	NOUN
bracis-28411	139	22	,	,	PUNCT
bracis-28411	139	23	recall	recall	NOUN
bracis-28411	139	24	,	,	PUNCT
bracis-28411	139	25	and	and	CCONJ
bracis-28411	139	26	f1	f1	NOUN
bracis-28411	139	27	score	score	NOUN
bracis-28411	139	28	during	during	ADP
bracis-28411	139	29	the	the	DET
bracis-28411	139	30	test	test	NOUN
bracis-28411	139	31	,	,	PUNCT
bracis-28411	139	32	while	while	SCONJ
bracis-28411	139	33	the	the	DET
bracis-28411	139	34	mobilenetv2	mobilenetv2	PROPN
bracis-28411	139	35	model	model	NOUN
bracis-28411	139	36	obtained	obtain	VERB
bracis-28411	139	37	the	the	DET
bracis-28411	139	38	lowest	low	ADJ
bracis-28411	139	39	overall	overall	ADJ
bracis-28411	139	40	performance	performance	NOUN
bracis-28411	139	41	.	.	PUNCT
bracis-28411	140	1	efficientnet_b0	efficientnet_b0	NOUN
bracis-28411	140	2	and	and	CCONJ
bracis-28411	140	3	efficientnet_lite0	efficientnet_lite0	NOUN
bracis-28411	140	4	perform	perform	VERB
bracis-28411	140	5	similarly	similarly	ADV
bracis-28411	140	6	to	to	ADP
bracis-28411	140	7	resnet34	resnet34	NOUN
bracis-28411	140	8	in	in	ADP
bracis-28411	140	9	terms	term	NOUN
bracis-28411	140	10	of	of	ADP
bracis-28411	140	11	accuracy	accuracy	NOUN
bracis-28411	140	12	,	,	PUNCT
bracis-28411	140	13	precision	precision	NOUN
bracis-28411	140	14	,	,	PUNCT
bracis-28411	140	15	and	and	CCONJ
bracis-28411	140	16	recall	recall	NOUN
bracis-28411	140	17	.	.	PUNCT
bracis-28411	141	1	due	due	ADP
bracis-28411	141	2	to	to	ADP
bracis-28411	141	3	the	the	DET
bracis-28411	141	4	higher	high	ADJ
bracis-28411	141	5	accuracy	accuracy	NOUN
bracis-28411	141	6	,	,	PUNCT
bracis-28411	141	7	resnet18	resnet18	NOUN
bracis-28411	141	8	performs	perform	VERB
bracis-28411	141	9	better	well	ADV
bracis-28411	141	10	in	in	ADP
bracis-28411	141	11	correctly	correctly	ADV
bracis-28411	141	12	classifying	classify	VERB
bracis-28411	141	13	both	both	CCONJ
bracis-28411	141	14	positive	positive	ADJ
bracis-28411	141	15	and	and	CCONJ
bracis-28411	141	16	negative	negative	ADJ
bracis-28411	141	17	examples	example	NOUN
bracis-28411	141	18	,	,	PUNCT
bracis-28411	141	19	minimizing	minimize	VERB
bracis-28411	141	20	classification	classification	NOUN
bracis-28411	141	21	errors	error	NOUN
bracis-28411	141	22	,	,	PUNCT
bracis-28411	141	23	including	include	VERB
bracis-28411	141	24	false	false	ADJ
bracis-28411	141	25	positives	positive	NOUN
bracis-28411	141	26	and	and	CCONJ
bracis-28411	141	27	false	false	ADJ
bracis-28411	141	28	negatives	negative	NOUN
bracis-28411	141	29	.	.	PUNCT
bracis-28411	142	1	due	due	ADP
bracis-28411	142	2	to	to	ADP
bracis-28411	142	3	higher	high	ADJ
bracis-28411	142	4	precision	precision	NOUN
bracis-28411	142	5	,	,	PUNCT
bracis-28411	142	6	resnet18	resnet18	NOUN
bracis-28411	142	7	and	and	CCONJ
bracis-28411	142	8	efficientnet_lite0	efficientnet_lite0	NOUN
bracis-28411	142	9	perform	perform	VERB
bracis-28411	142	10	better	well	ADV
bracis-28411	142	11	in	in	ADP
bracis-28411	142	12	correctly	correctly	ADV
bracis-28411	142	13	identifying	identify	VERB
bracis-28411	142	14	positive	positive	ADJ
bracis-28411	142	15	examples	example	NOUN
bracis-28411	142	16	and	and	CCONJ
bracis-28411	142	17	minimizing	minimize	VERB
bracis-28411	142	18	false	false	ADJ
bracis-28411	142	19	positives	positive	NOUN
bracis-28411	142	20	.	.	PUNCT
bracis-28411	143	1	the	the	DET
bracis-28411	143	2	specificity	specificity	NOUN
bracis-28411	143	3	of	of	ADP
bracis-28411	143	4	97	97	NUM
bracis-28411	143	5	%	%	NOUN
bracis-28411	143	6	for	for	ADP
bracis-28411	143	7	the	the	DET
bracis-28411	143	8	resnet	resnet	NOUN
bracis-28411	143	9	and	and	CCONJ
bracis-28411	143	10	efficientnet	efficientnet	NOUN
bracis-28411	143	11	models	model	NOUN
bracis-28411	143	12	families	family	NOUN
bracis-28411	143	13	indicates	indicate	VERB
bracis-28411	143	14	that	that	SCONJ
bracis-28411	143	15	they	they	PRON
bracis-28411	143	16	are	be	AUX
bracis-28411	143	17	very	very	ADV
bracis-28411	143	18	effective	effective	ADJ
bracis-28411	143	19	at	at	ADP
bracis-28411	143	20	identifying	identify	VERB
bracis-28411	143	21	true	true	ADJ
bracis-28411	143	22	negatives	negative	NOUN
bracis-28411	143	23	while	while	SCONJ
bracis-28411	143	24	avoiding	avoid	VERB
bracis-28411	143	25	false	false	ADJ
bracis-28411	143	26	positives	positive	NOUN
bracis-28411	143	27	.	.	PUNCT
bracis-28411	144	1	this	this	DET
bracis-28411	144	2	high	high	ADJ
bracis-28411	144	3	specificity	specificity	NOUN
bracis-28411	144	4	value	value	NOUN
bracis-28411	144	5	suggests	suggest	VERB
bracis-28411	144	6	that	that	SCONJ
bracis-28411	144	7	these	these	DET
bracis-28411	144	8	models	model	NOUN
bracis-28411	144	9	can	can	AUX
bracis-28411	144	10	correctly	correctly	ADV
bracis-28411	144	11	discern	discern	VERB
bracis-28411	144	12	the	the	DET
bracis-28411	144	13	negative	negative	ADJ
bracis-28411	144	14	classes	class	NOUN
bracis-28411	144	15	,	,	PUNCT
bracis-28411	144	16	reducing	reduce	VERB
bracis-28411	144	17	the	the	DET
bracis-28411	144	18	misclassification	misclassification	NOUN
bracis-28411	144	19	rate	rate	NOUN
bracis-28411	144	20	and	and	CCONJ
bracis-28411	144	21	improving	improve	VERB
bracis-28411	144	22	the	the	DET
bracis-28411	144	23	reliability	reliability	NOUN
bracis-28411	144	24	of	of	ADP
bracis-28411	144	25	the	the	DET
bracis-28411	144	26	predictions	prediction	NOUN
bracis-28411	144	27	.	.	PUNCT
bracis-28411	145	1	the	the	DET
bracis-28411	145	2	lowest	low	ADJ
bracis-28411	145	3	performance	performance	NOUN
bracis-28411	145	4	results	result	NOUN
bracis-28411	145	5	were	be	AUX
bracis-28411	145	6	observed	observe	VERB
bracis-28411	145	7	with	with	ADP
bracis-28411	145	8	regard	regard	NOUN
bracis-28411	145	9	to	to	ADP
bracis-28411	145	10	mobilenetv2	mobilenetv2	PROPN
bracis-28411	145	11	,	,	PUNCT
bracis-28411	145	12	which	which	PRON
bracis-28411	145	13	indicates	indicate	VERB
bracis-28411	145	14	that	that	SCONJ
bracis-28411	145	15	the	the	DET
bracis-28411	145	16	model	model	NOUN
bracis-28411	145	17	has	have	VERB
bracis-28411	145	18	a	a	DET
bracis-28411	145	19	lower	low	ADJ
bracis-28411	145	20	performance	performance	NOUN
bracis-28411	145	21	in	in	ADP
bracis-28411	145	22	correctly	correctly	ADV
bracis-28411	145	23	classifying	classify	VERB
bracis-28411	145	24	examples	example	NOUN
bracis-28411	145	25	in	in	ADP
bracis-28411	145	26	general	general	ADJ
bracis-28411	145	27	.	.	PUNCT
bracis-28411	146	1	despite	despite	SCONJ
bracis-28411	146	2	these	these	DET
bracis-28411	146	3	results	result	NOUN
bracis-28411	146	4	,	,	PUNCT
bracis-28411	146	5	and	and	CCONJ
bracis-28411	146	6	also	also	ADV
bracis-28411	146	7	having	have	VERB
bracis-28411	146	8	the	the	DET
bracis-28411	146	9	lowest	low	ADJ
bracis-28411	146	10	specificity	specificity	NOUN
bracis-28411	146	11	among	among	ADP
bracis-28411	146	12	the	the	DET
bracis-28411	146	13	models	model	NOUN
bracis-28411	146	14	,	,	PUNCT
bracis-28411	146	15	the	the	DET
bracis-28411	146	16	specificity	specificity	NOUN
bracis-28411	146	17	of	of	ADP
bracis-28411	146	18	87	87	NUM
bracis-28411	146	19	%	%	NOUN
bracis-28411	146	20	,	,	PUNCT
bracis-28411	146	21	still	still	ADV
bracis-28411	146	22	indicates	indicate	VERB
bracis-28411	146	23	that	that	SCONJ
bracis-28411	146	24	mobilenetv2	mobilenetv2	PROPN
bracis-28411	146	25	can	can	AUX
bracis-28411	146	26	handle	handle	VERB
bracis-28411	146	27	the	the	DET
bracis-28411	146	28	identification	identification	NOUN
bracis-28411	146	29	of	of	ADP
bracis-28411	146	30	true	true	ADJ
bracis-28411	146	31	negatives	negative	NOUN
bracis-28411	146	32	and	and	CCONJ
bracis-28411	146	33	avoid	avoid	VERB
bracis-28411	146	34	false	false	ADJ
bracis-28411	146	35	positives	positive	NOUN
bracis-28411	146	36	with	with	ADP
bracis-28411	146	37	some	some	DET
bracis-28411	146	38	efficiency	efficiency	NOUN
bracis-28411	146	39	.	.	PUNCT
bracis-28411	147	1	comparing	compare	VERB
bracis-28411	147	2	resnet18	resnet18	NOUN
bracis-28411	147	3	,	,	PUNCT
bracis-28411	147	4	resnet34	resnet34	NOUN
bracis-28411	147	5	and	and	CCONJ
bracis-28411	147	6	efficientnet_b0	efficientnet_b0	NOUN
bracis-28411	147	7	only	only	ADV
bracis-28411	147	8	small	small	ADJ
bracis-28411	147	9	differences	difference	NOUN
bracis-28411	147	10	between	between	ADP
bracis-28411	147	11	precision	precision	NOUN
bracis-28411	147	12	and	and	CCONJ
bracis-28411	147	13	recall	recall	NOUN
bracis-28411	147	14	(	(	PUNCT
bracis-28411	147	15	1	1	NUM
bracis-28411	147	16	%	%	NOUN
bracis-28411	147	17	)	)	PUNCT
bracis-28411	147	18	were	be	AUX
bracis-28411	147	19	observed	observe	VERB
bracis-28411	147	20	,	,	PUNCT
bracis-28411	147	21	suggesting	suggest	VERB
bracis-28411	147	22	that	that	SCONJ
bracis-28411	147	23	the	the	DET
bracis-28411	147	24	models	model	NOUN
bracis-28411	147	25	have	have	VERB
bracis-28411	147	26	a	a	DET
bracis-28411	147	27	balanced	balanced	ADJ
bracis-28411	147	28	performance	performance	NOUN
bracis-28411	147	29	between	between	ADP
bracis-28411	147	30	avoiding	avoid	VERB
bracis-28411	147	31	false	false	ADJ
bracis-28411	147	32	positives	positive	NOUN
bracis-28411	147	33	(	(	PUNCT
bracis-28411	147	34	high	high	ADJ
bracis-28411	147	35	precision	precision	NOUN
bracis-28411	147	36	)	)	PUNCT
bracis-28411	147	37	and	and	CCONJ
bracis-28411	147	38	identifying	identify	VERB
bracis-28411	147	39	true	true	ADJ
bracis-28411	147	40	positives	positive	NOUN
bracis-28411	147	41	(	(	PUNCT
bracis-28411	147	42	high	high	ADJ
bracis-28411	147	43	recall	recall	NOUN
bracis-28411	147	44	)	)	PUNCT
bracis-28411	147	45	.	.	PUNCT
bracis-28411	148	1	this	this	PRON
bracis-28411	148	2	is	be	AUX
bracis-28411	148	3	also	also	ADV
bracis-28411	148	4	confirmed	confirm	VERB
bracis-28411	148	5	by	by	ADP
bracis-28411	148	6	the	the	DET
bracis-28411	148	7	f1	f1	ADJ
bracis-28411	148	8	score	score	NOUN
bracis-28411	148	9	of	of	ADP
bracis-28411	148	10	 	 	SPACE
bracis-28411	148	11	>	>	PUNCT
bracis-28411	148	12	 	 	SPACE
bracis-28411	148	13	90	90	NUM
bracis-28411	148	14	%	%	NOUN
bracis-28411	148	15	of	of	ADP
bracis-28411	148	16	resnet18	resnet18	NOUN
bracis-28411	148	17	,	,	PUNCT
bracis-28411	148	18	resnet34	resnet34	NOUN
bracis-28411	148	19	and	and	CCONJ
bracis-28411	148	20	efficienttnet_b0	efficienttnet_b0	NOUN
bracis-28411	148	21	,	,	PUNCT
bracis-28411	148	22	efficientnet_lite0	efficientnet_lite0	NOUN
bracis-28411	148	23	,	,	PUNCT
bracis-28411	148	24	which	which	PRON
bracis-28411	148	25	indicates	indicate	VERB
bracis-28411	148	26	a	a	DET
bracis-28411	148	27	robust	robust	ADJ
bracis-28411	148	28	performance	performance	NOUN
bracis-28411	148	29	of	of	ADP
bracis-28411	148	30	the	the	DET
bracis-28411	148	31	models	model	NOUN
bracis-28411	148	32	for	for	ADP
bracis-28411	148	33	correct	correct	ADJ
bracis-28411	148	34	identification	identification	NOUN
bracis-28411	148	35	of	of	ADP
bracis-28411	148	36	examples	example	NOUN
bracis-28411	148	37	(	(	PUNCT
bracis-28411	148	38	table	table	NOUN
bracis-28411	148	39	 	 	SPACE
bracis-28411	148	40	9	9	NUM
bracis-28411	148	41	)	)	PUNCT
bracis-28411	148	42	.	.	PUNCT
bracis-28411	149	1	table	table	NOUN
bracis-28411	149	2	 	 	SPACE
bracis-28411	149	3	9	9	NUM
bracis-28411	149	4	.	.	PUNCT
bracis-28411	149	5	confusion	confusion	NOUN
bracis-28411	149	6	matricesfull	matricesfull	ADJ
bracis-28411	149	7	size	size	NOUN
bracis-28411	149	8	table	table	NOUN
bracis-28411	149	9	the	the	DET
bracis-28411	149	10	confusion	confusion	NOUN
bracis-28411	149	11	matrices	matrix	NOUN
bracis-28411	149	12	indicate	indicate	VERB
bracis-28411	149	13	that	that	SCONJ
bracis-28411	149	14	all	all	DET
bracis-28411	149	15	models	model	NOUN
bracis-28411	149	16	have	have	AUX
bracis-28411	149	17	accurately	accurately	ADV
bracis-28411	149	18	classified	classify	VERB
bracis-28411	149	19	the	the	DET
bracis-28411	149	20	images	image	NOUN
bracis-28411	149	21	of	of	ADP
bracis-28411	149	22	ae	ae	PROPN
bracis-28411	149	23	.	.	PUNCT
bracis-28411	150	1	aegypti	aegypti	PROPN
bracis-28411	150	2	.	.	PUNCT
bracis-28411	151	1	in	in	ADP
bracis-28411	151	2	our	our	PRON
bracis-28411	151	3	usage	usage	NOUN
bracis-28411	151	4	scenario	scenario	NOUN
bracis-28411	151	5	,	,	PUNCT
bracis-28411	151	6	any	any	DET
bracis-28411	151	7	misclassification	misclassification	NOUN
bracis-28411	151	8	would	would	AUX
bracis-28411	151	9	have	have	VERB
bracis-28411	151	10	severe	severe	ADJ
bracis-28411	151	11	consequences	consequence	NOUN
bracis-28411	151	12	,	,	PUNCT
bracis-28411	151	13	as	as	SCONJ
bracis-28411	151	14	it	it	PRON
bracis-28411	151	15	could	could	AUX
bracis-28411	151	16	mistakenly	mistakenly	ADV
bracis-28411	151	17	lead	lead	VERB
bracis-28411	151	18	the	the	DET
bracis-28411	151	19	user	user	NOUN
bracis-28411	151	20	to	to	PART
bracis-28411	151	21	believe	believe	VERB
bracis-28411	151	22	that	that	SCONJ
bracis-28411	151	23	the	the	DET
bracis-28411	151	24	larva	larva	NOUN
bracis-28411	151	25	found	find	VERB
bracis-28411	151	26	in	in	ADP
bracis-28411	151	27	their	their	PRON
bracis-28411	151	28	home	home	NOUN
bracis-28411	151	29	is	be	AUX
bracis-28411	151	30	not	not	PART
bracis-28411	151	31	a	a	DET
bracis-28411	151	32	primary	primary	ADJ
bracis-28411	151	33	vector	vector	NOUN
bracis-28411	151	34	for	for	ADP
bracis-28411	151	35	dengue	dengue	NOUN
bracis-28411	151	36	.	.	PUNCT
bracis-28411	152	1	resnet18	resnet18	NOUN
bracis-28411	152	2	,	,	PUNCT
bracis-28411	152	3	resnet34	resnet34	NOUN
bracis-28411	152	4	,	,	PUNCT
bracis-28411	152	5	efficientnet_b0	efficientnet_b0	NOUN
bracis-28411	152	6	and	and	CCONJ
bracis-28411	152	7	efficientnet_lite0	efficientnet_lite0	NOUN
bracis-28411	152	8	demonstrate	demonstrate	VERB
bracis-28411	152	9	a	a	DET
bracis-28411	152	10	similar	similar	ADJ
bracis-28411	152	11	misclassification	misclassification	NOUN
bracis-28411	152	12	of	of	ADP
bracis-28411	152	13	ae	ae	PROPN
bracis-28411	152	14	.	.	PUNCT
bracis-28411	153	1	albopictus	albopictus	NOUN
bracis-28411	153	2	as	as	ADP
bracis-28411	153	3	ae	ae	PROPN
bracis-28411	153	4	.	.	PUNCT
bracis-28411	154	1	aegypti	aegypti	PROPN
bracis-28411	154	2	,	,	PUNCT
bracis-28411	154	3	still	still	ADV
bracis-28411	154	4	being	be	AUX
bracis-28411	154	5	a	a	DET
bracis-28411	154	6	classification	classification	NOUN
bracis-28411	154	7	error	error	NOUN
bracis-28411	154	8	,	,	PUNCT
bracis-28411	154	9	yet	yet	CCONJ
bracis-28411	154	10	with	with	ADP
bracis-28411	154	11	less	less	ADJ
bracis-28411	154	12	risk	risk	NOUN
bracis-28411	154	13	to	to	ADP
bracis-28411	154	14	the	the	DET
bracis-28411	154	15	user	user	NOUN
bracis-28411	154	16	.	.	PUNCT
bracis-28411	155	1	resnet34	resnet34	NOUN
bracis-28411	155	2	,	,	PUNCT
bracis-28411	155	3	efficientnet_b0	efficientnet_b0	NOUN
bracis-28411	155	4	also	also	ADV
bracis-28411	155	5	misclassified	misclassifie	VERB
bracis-28411	155	6	in	in	ADP
bracis-28411	155	7	one	one	NUM
bracis-28411	155	8	case	case	NOUN
bracis-28411	155	9	an	an	DET
bracis-28411	155	10	image	image	NOUN
bracis-28411	155	11	of	of	ADP
bracis-28411	155	12	a	a	DET
bracis-28411	155	13	culex	culex	PROPN
bracis-28411	155	14	sp	sp	PROPN
bracis-28411	155	15	.	.	PROPN
bracis-28411	156	1	as	as	ADP
bracis-28411	156	2	ae	ae	PROPN
bracis-28411	156	3	.	.	PUNCT
bracis-28411	156	4	albopictus	albopictus	NOUN
bracis-28411	156	5	.	.	PUNCT
bracis-28411	157	1	again	again	ADV
bracis-28411	157	2	,	,	PUNCT
bracis-28411	157	3	mobilenetv2	mobilenetv2	PROPN
bracis-28411	157	4	demonstrated	demonstrate	VERB
bracis-28411	157	5	the	the	DET
bracis-28411	157	6	worst	bad	ADJ
bracis-28411	157	7	performance	performance	NOUN
bracis-28411	157	8	misclassifying	misclassifye	VERB
bracis-28411	157	9	ae	ae	PROPN
bracis-28411	157	10	.	.	PUNCT
bracis-28411	158	1	albopictus	albopictus	PROPN
bracis-28411	158	2	,	,	PUNCT
bracis-28411	158	3	culex	culex	PROPN
bracis-28411	158	4	sp	sp	PROPN
bracis-28411	158	5	.	.	PROPN
bracis-28411	158	6	and	and	CCONJ
bracis-28411	158	7	even	even	ADV
bracis-28411	158	8	non	non	ADJ
bracis-28411	158	9	-	-	ADJ
bracis-28411	158	10	mosquito	mosquito	ADJ
bracis-28411	158	11	objects	object	NOUN
bracis-28411	158	12	.	.	PUNCT
bracis-28411	159	1	however	however	ADV
bracis-28411	159	2	,	,	PUNCT
bracis-28411	159	3	even	even	ADV
bracis-28411	159	4	this	this	DET
bracis-28411	159	5	model	model	NOUN
bracis-28411	159	6	did	do	AUX
bracis-28411	159	7	not	not	PART
bracis-28411	159	8	misclassify	misclassify	VERB
bracis-28411	159	9	any	any	PRON
bracis-28411	159	10	of	of	ADP
bracis-28411	159	11	the	the	DET
bracis-28411	159	12	images	image	NOUN
bracis-28411	159	13	of	of	ADP
bracis-28411	159	14	ae	ae	PROPN
bracis-28411	159	15	.	.	PUNCT
bracis-28411	160	1	aegypti	aegypti	PROPN
bracis-28411	160	2	.	.	PUNCT
bracis-28411	161	1	7	7	NUM
bracis-28411	161	2	discussion	discussion	NOUN
bracis-28411	161	3	in	in	ADP
bracis-28411	161	4	this	this	DET
bracis-28411	161	5	research	research	NOUN
bracis-28411	161	6	we	we	PRON
bracis-28411	161	7	studied	study	VERB
bracis-28411	161	8	the	the	DET
bracis-28411	161	9	viability	viability	NOUN
bracis-28411	161	10	of	of	ADP
bracis-28411	161	11	classifying	classify	VERB
bracis-28411	161	12	images	image	NOUN
bracis-28411	161	13	of	of	ADP
bracis-28411	161	14	mosquito	mosquito	ADJ
bracis-28411	161	15	larvae	larvae	NOUN
bracis-28411	161	16	(	(	PUNCT
bracis-28411	161	17	ae	ae	PROPN
bracis-28411	161	18	.	.	PUNCT
bracis-28411	161	19	aegypti	aegypti	PROPN
bracis-28411	161	20	,	,	PUNCT
bracis-28411	161	21	ae	ae	PROPN
bracis-28411	161	22	.	.	PUNCT
bracis-28411	162	1	albopictus	albopictus	PROPN
bracis-28411	162	2	,	,	PUNCT
bracis-28411	162	3	culex	culex	NOUN
bracis-28411	162	4	,	,	PUNCT
bracis-28411	162	5	and	and	CCONJ
bracis-28411	162	6	nonmosquito	nonmosquito	NOUN
bracis-28411	162	7	)	)	PUNCT
bracis-28411	162	8	taken	take	VERB
bracis-28411	162	9	with	with	ADP
bracis-28411	162	10	a	a	DET
bracis-28411	162	11	cellphone	cellphone	NOUN
bracis-28411	162	12	camera	camera	NOUN
bracis-28411	162	13	comparing	compare	VERB
bracis-28411	162	14	the	the	DET
bracis-28411	162	15	performance	performance	NOUN
bracis-28411	162	16	of	of	ADP
bracis-28411	162	17	different	different	ADJ
bracis-28411	162	18	dl	dl	PROPN
bracis-28411	162	19	models	model	NOUN
bracis-28411	162	20	(	(	PUNCT
bracis-28411	162	21	mobilenetv2	mobilenetv2	PROPN
bracis-28411	162	22	,	,	PUNCT
bracis-28411	162	23	resnet18	resnet18	NOUN
bracis-28411	162	24	,	,	PUNCT
bracis-28411	162	25	resnet34	resnet34	NOUN
bracis-28411	162	26	,	,	PUNCT
bracis-28411	162	27	efficientnet_b0	efficientnet_b0	NOUN
bracis-28411	162	28	and	and	CCONJ
bracis-28411	162	29	efficientnet_lite0	efficientnet_lite0	NOUN
bracis-28411	162	30	)	)	PUNCT
bracis-28411	162	31	.	.	PUNCT
bracis-28411	163	1	with	with	ADP
bracis-28411	163	2	the	the	DET
bracis-28411	163	3	exception	exception	NOUN
bracis-28411	163	4	of	of	ADP
bracis-28411	163	5	mobilenetv2	mobilenetv2	PROPN
bracis-28411	163	6	,	,	PUNCT
bracis-28411	163	7	the	the	DET
bracis-28411	163	8	models	model	NOUN
bracis-28411	163	9	reached	reach	VERB
bracis-28411	163	10	convergence	convergence	NOUN
bracis-28411	163	11	quickly	quickly	ADV
bracis-28411	163	12	and	and	CCONJ
bracis-28411	163	13	showed	show	VERB
bracis-28411	163	14	satisfactory	satisfactory	ADJ
bracis-28411	163	15	validation	validation	NOUN
bracis-28411	163	16	results	result	NOUN
bracis-28411	163	17	,	,	PUNCT
bracis-28411	163	18	suggesting	suggest	VERB
bracis-28411	163	19	that	that	SCONJ
bracis-28411	163	20	in	in	ADP
bracis-28411	163	21	a	a	DET
bracis-28411	163	22	few	few	ADJ
bracis-28411	163	23	training	training	NOUN
bracis-28411	163	24	epochs	epoch	NOUN
bracis-28411	163	25	they	they	PRON
bracis-28411	163	26	were	be	AUX
bracis-28411	163	27	able	able	ADJ
bracis-28411	163	28	to	to	PART
bracis-28411	163	29	learn	learn	VERB
bracis-28411	163	30	the	the	DET
bracis-28411	163	31	main	main	ADJ
bracis-28411	163	32	features	feature	NOUN
bracis-28411	163	33	relevant	relevant	ADJ
bracis-28411	163	34	for	for	ADP
bracis-28411	163	35	classification	classification	NOUN
bracis-28411	163	36	.	.	PUNCT
bracis-28411	164	1	the	the	DET
bracis-28411	164	2	efficientnet_lite0	efficientnet_lite0	PROPN
bracis-28411	164	3	model	model	NOUN
bracis-28411	164	4	achieved	achieve	VERB
bracis-28411	164	5	convergence	convergence	NOUN
bracis-28411	164	6	the	the	DET
bracis-28411	164	7	fastest	fast	ADJ
bracis-28411	164	8	,	,	PUNCT
bracis-28411	164	9	while	while	SCONJ
bracis-28411	164	10	efficientnet_b0	efficientnet_b0	NOUN
bracis-28411	164	11	obtained	obtain	VERB
bracis-28411	164	12	the	the	DET
bracis-28411	164	13	best	good	ADJ
bracis-28411	164	14	fit	fit	NOUN
bracis-28411	164	15	to	to	ADP
bracis-28411	164	16	the	the	DET
bracis-28411	164	17	data	datum	NOUN
bracis-28411	164	18	.	.	PUNCT
bracis-28411	165	1	resnet18	resnet18	NOUN
bracis-28411	165	2	,	,	PUNCT
bracis-28411	165	3	resnet34	resnet34	NOUN
bracis-28411	165	4	,	,	PUNCT
bracis-28411	165	5	efficientnet_b0	efficientnet_b0	NOUN
bracis-28411	165	6	and	and	CCONJ
bracis-28411	165	7	efficientnet_lite0	efficientnet_lite0	NOUN
bracis-28411	165	8	achieved	achieve	VERB
bracis-28411	165	9	similar	similar	ADJ
bracis-28411	165	10	accuracy	accuracy	NOUN
bracis-28411	165	11	during	during	ADP
bracis-28411	165	12	validation	validation	NOUN
bracis-28411	165	13	ranging	range	VERB
bracis-28411	165	14	from	from	ADP
bracis-28411	165	15	96.17	96.17	NUM
bracis-28411	165	16	%	%	NOUN
bracis-28411	165	17	to	to	ADP
bracis-28411	165	18	97.58	97.58	NUM
bracis-28411	165	19	%	%	NOUN
bracis-28411	165	20	.	.	PUNCT
bracis-28411	166	1	similar	similar	ADJ
bracis-28411	166	2	results	result	NOUN
bracis-28411	166	3	were	be	AUX
bracis-28411	166	4	also	also	ADV
bracis-28411	166	5	achieved	achieve	VERB
bracis-28411	166	6	during	during	ADP
bracis-28411	166	7	testing	testing	NOUN
bracis-28411	166	8	on	on	ADP
bracis-28411	166	9	previously	previously	ADV
bracis-28411	166	10	unseen	unseen	ADJ
bracis-28411	166	11	data	datum	NOUN
bracis-28411	166	12	,	,	PUNCT
bracis-28411	166	13	during	during	ADP
bracis-28411	166	14	which	which	DET
bracis-28411	166	15	resnet34	resnet34	NOUN
bracis-28411	166	16	,	,	PUNCT
bracis-28411	166	17	efficientnet_b0	efficientnet_b0	NOUN
bracis-28411	166	18	and	and	CCONJ
bracis-28411	166	19	efficientnet_lite0	efficientnet_lite0	NOUN
bracis-28411	166	20	demonstrated	demonstrate	VERB
bracis-28411	166	21	an	an	DET
bracis-28411	166	22	accuracy	accuracy	NOUN
bracis-28411	166	23	of	of	ADP
bracis-28411	166	24	90	90	NUM
bracis-28411	166	25	%	%	NOUN
bracis-28411	166	26	and	and	CCONJ
bracis-28411	166	27	resnet	resnet	VERB
bracis-28411	166	28	92.5	92.5	NUM
bracis-28411	166	29	%	%	NOUN
bracis-28411	166	30	.	.	PUNCT
bracis-28411	167	1	these	these	DET
bracis-28411	167	2	results	result	NOUN
bracis-28411	167	3	provide	provide	VERB
bracis-28411	167	4	a	a	DET
bracis-28411	167	5	first	first	ADJ
bracis-28411	167	6	indication	indication	NOUN
bracis-28411	167	7	that	that	SCONJ
bracis-28411	167	8	these	these	DET
bracis-28411	167	9	models	model	NOUN
bracis-28411	167	10	were	be	AUX
bracis-28411	167	11	able	able	ADJ
bracis-28411	167	12	to	to	PART
bracis-28411	167	13	learn	learn	VERB
bracis-28411	167	14	the	the	DET
bracis-28411	167	15	generalization	generalization	NOUN
bracis-28411	167	16	of	of	ADP
bracis-28411	167	17	the	the	DET
bracis-28411	167	18	classification	classification	NOUN
bracis-28411	167	19	of	of	ADP
bracis-28411	167	20	this	this	DET
bracis-28411	167	21	kind	kind	NOUN
bracis-28411	167	22	of	of	ADP
bracis-28411	167	23	image	image	NOUN
bracis-28411	167	24	,	,	PUNCT
bracis-28411	167	25	achieving	achieve	VERB
bracis-28411	167	26	performance	performance	NOUN
bracis-28411	167	27	results	result	NOUN
bracis-28411	167	28	above	above	ADP
bracis-28411	167	29	the	the	DET
bracis-28411	167	30	required	require	VERB
bracis-28411	167	31	minimum	minimum	NOUN
bracis-28411	167	32	of	of	ADP
bracis-28411	167	33	90	90	NUM
bracis-28411	167	34	%	%	NOUN
bracis-28411	167	35	in	in	ADP
bracis-28411	167	36	the	the	DET
bracis-28411	167	37	context	context	NOUN
bracis-28411	167	38	of	of	ADP
bracis-28411	167	39	our	our	PRON
bracis-28411	167	40	usage	usage	NOUN
bracis-28411	167	41	scenario	scenario	NOUN
bracis-28411	167	42	.	.	PUNCT
bracis-28411	168	1	analyzing	analyze	VERB
bracis-28411	168	2	the	the	DET
bracis-28411	168	3	confusion	confusion	NOUN
bracis-28411	168	4	matrices	matrix	NOUN
bracis-28411	168	5	it	it	PRON
bracis-28411	168	6	can	can	AUX
bracis-28411	168	7	also	also	ADV
bracis-28411	168	8	be	be	AUX
bracis-28411	168	9	observed	observe	VERB
bracis-28411	168	10	that	that	SCONJ
bracis-28411	168	11	none	none	NOUN
bracis-28411	168	12	of	of	ADP
bracis-28411	168	13	the	the	DET
bracis-28411	168	14	models	model	NOUN
bracis-28411	168	15	misclassified	misclassifie	VERB
bracis-28411	168	16	the	the	DET
bracis-28411	168	17	images	image	NOUN
bracis-28411	168	18	of	of	ADP
bracis-28411	168	19	ae	ae	PROPN
bracis-28411	168	20	.	.	PUNCT
bracis-28411	168	21	aegypti	aegypti	PROPN
bracis-28411	168	22	,	,	PUNCT
bracis-28411	168	23	which	which	PRON
bracis-28411	168	24	would	would	AUX
bracis-28411	168	25	be	be	AUX
bracis-28411	168	26	the	the	DET
bracis-28411	168	27	worst	bad	ADJ
bracis-28411	168	28	case	case	NOUN
bracis-28411	168	29	in	in	ADP
bracis-28411	168	30	our	our	PRON
bracis-28411	168	31	usage	usage	NOUN
bracis-28411	168	32	scenario	scenario	NOUN
bracis-28411	168	33	as	as	SCONJ
bracis-28411	168	34	it	it	PRON
bracis-28411	168	35	could	could	AUX
bracis-28411	168	36	harm	harm	VERB
bracis-28411	168	37	the	the	DET
bracis-28411	168	38	user	user	NOUN
bracis-28411	168	39	due	due	ADP
bracis-28411	168	40	to	to	ADP
bracis-28411	168	41	leading	lead	VERB
bracis-28411	168	42	him	he	PRON
bracis-28411	168	43	/	/	SYM
bracis-28411	168	44	her	she	PRON
bracis-28411	168	45	to	to	PART
bracis-28411	168	46	not	not	PART
bracis-28411	168	47	taking	take	VERB
bracis-28411	168	48	actions	action	NOUN
bracis-28411	168	49	by	by	ADP
bracis-28411	168	50	not	not	PART
bracis-28411	168	51	recognizing	recognize	VERB
bracis-28411	168	52	the	the	DET
bracis-28411	168	53	larva	larva	NOUN
bracis-28411	168	54	found	find	VERB
bracis-28411	168	55	as	as	ADP
bracis-28411	168	56	a	a	DET
bracis-28411	168	57	potential	potential	ADJ
bracis-28411	168	58	dengue	dengue	NOUN
bracis-28411	168	59	vector	vector	NOUN
bracis-28411	168	60	.	.	PUNCT
bracis-28411	169	1	during	during	ADP
bracis-28411	169	2	training	training	NOUN
bracis-28411	169	3	and	and	CCONJ
bracis-28411	169	4	validation	validation	NOUN
bracis-28411	169	5	the	the	DET
bracis-28411	169	6	efficientnet	efficientnet	NOUN
bracis-28411	169	7	families	family	NOUN
bracis-28411	169	8	converged	converge	VERB
bracis-28411	169	9	and	and	CCONJ
bracis-28411	169	10	fitted	fit	VERB
bracis-28411	169	11	the	the	DET
bracis-28411	169	12	dataset	dataset	NOUN
bracis-28411	169	13	better	well	ADV
bracis-28411	169	14	due	due	ADP
bracis-28411	169	15	to	to	ADP
bracis-28411	169	16	the	the	DET
bracis-28411	169	17	optimization	optimization	NOUN
bracis-28411	169	18	techniques	technique	NOUN
bracis-28411	169	19	for	for	ADP
bracis-28411	169	20	automatic	automatic	ADJ
bracis-28411	169	21	model	model	NOUN
bracis-28411	169	22	size	size	NOUN
bracis-28411	169	23	adjustment	adjustment	NOUN
bracis-28411	169	24	by	by	ADP
bracis-28411	169	25	efficientnet_lite0	efficientnet_lite0	NOUN
bracis-28411	169	26	,	,	PUNCT
bracis-28411	169	27	and	and	CCONJ
bracis-28411	169	28	the	the	DET
bracis-28411	169	29	resolution	resolution	NOUN
bracis-28411	169	30	scaling	scale	VERB
bracis-28411	169	31	adjustment	adjustment	NOUN
bracis-28411	169	32	technique	technique	NOUN
bracis-28411	169	33	of	of	ADP
bracis-28411	169	34	efficientnet_b0	efficientnet_b0	NOUN
bracis-28411	169	35	.	.	PUNCT
bracis-28411	170	1	yet	yet	ADV
bracis-28411	170	2	,	,	PUNCT
bracis-28411	170	3	during	during	ADP
bracis-28411	170	4	testing	test	VERB
bracis-28411	170	5	the	the	DET
bracis-28411	170	6	resnet18	resnet18	NOUN
bracis-28411	170	7	model	model	NOUN
bracis-28411	170	8	performed	perform	VERB
bracis-28411	170	9	best	well	ADV
bracis-28411	170	10	with	with	ADP
bracis-28411	170	11	regard	regard	NOUN
bracis-28411	170	12	to	to	ADP
bracis-28411	170	13	all	all	DET
bracis-28411	170	14	metrics	metric	NOUN
bracis-28411	170	15	due	due	ADJ
bracis-28411	170	16	to	to	ADP
bracis-28411	170	17	a	a	DET
bracis-28411	170	18	combination	combination	NOUN
bracis-28411	170	19	of	of	ADP
bracis-28411	170	20	factors	factor	NOUN
bracis-28411	170	21	.	.	PUNCT
bracis-28411	171	1	and	and	CCONJ
bracis-28411	171	2	,	,	PUNCT
bracis-28411	171	3	although	although	SCONJ
bracis-28411	171	4	resnet34	resnet34	NOUN
bracis-28411	171	5	has	have	VERB
bracis-28411	171	6	a	a	DET
bracis-28411	171	7	deeper	deep	ADJ
bracis-28411	171	8	architecture	architecture	NOUN
bracis-28411	171	9	,	,	PUNCT
bracis-28411	171	10	which	which	PRON
bracis-28411	171	11	may	may	AUX
bracis-28411	171	12	allow	allow	VERB
bracis-28411	171	13	it	it	PRON
bracis-28411	171	14	to	to	PART
bracis-28411	171	15	learn	learn	VERB
bracis-28411	171	16	more	more	ADJ
bracis-28411	171	17	complex	complex	ADJ
bracis-28411	171	18	representations	representation	NOUN
bracis-28411	171	19	of	of	ADP
bracis-28411	171	20	the	the	DET
bracis-28411	171	21	data	datum	NOUN
bracis-28411	171	22	,	,	PUNCT
bracis-28411	171	23	the	the	DET
bracis-28411	171	24	increased	increase	VERB
bracis-28411	171	25	complexity	complexity	NOUN
bracis-28411	171	26	may	may	AUX
bracis-28411	171	27	also	also	ADV
bracis-28411	171	28	increase	increase	VERB
bracis-28411	171	29	the	the	DET
bracis-28411	171	30	risk	risk	NOUN
bracis-28411	171	31	of	of	ADP
bracis-28411	171	32	overfitting	overfitte	VERB
bracis-28411	171	33	and	and	CCONJ
bracis-28411	171	34	make	make	VERB
bracis-28411	171	35	generalization	generalization	NOUN
bracis-28411	171	36	to	to	ADP
bracis-28411	171	37	new	new	ADJ
bracis-28411	171	38	data	datum	NOUN
bracis-28411	171	39	more	more	ADV
bracis-28411	171	40	difficult	difficult	ADJ
bracis-28411	171	41	.	.	PUNCT
bracis-28411	172	1	in	in	ADP
bracis-28411	172	2	addition	addition	NOUN
bracis-28411	172	3	,	,	PUNCT
bracis-28411	172	4	resnet34	resnet34	NOUN
bracis-28411	172	5	may	may	AUX
bracis-28411	172	6	be	be	AUX
bracis-28411	172	7	more	more	ADV
bracis-28411	172	8	susceptible	susceptible	ADJ
bracis-28411	172	9	to	to	ADP
bracis-28411	172	10	performance	performance	NOUN
bracis-28411	172	11	degradation	degradation	NOUN
bracis-28411	172	12	issues	issue	NOUN
bracis-28411	172	13	,	,	PUNCT
bracis-28411	172	14	such	such	ADJ
bracis-28411	172	15	as	as	ADP
bracis-28411	172	16	decreased	decrease	VERB
bracis-28411	172	17	performance	performance	NOUN
bracis-28411	172	18	when	when	SCONJ
bracis-28411	172	19	adding	add	VERB
bracis-28411	172	20	additional	additional	ADJ
bracis-28411	172	21	layers	layer	NOUN
bracis-28411	172	22	,	,	PUNCT
bracis-28411	172	23	which	which	PRON
bracis-28411	172	24	may	may	AUX
bracis-28411	172	25	have	have	AUX
bracis-28411	172	26	affected	affect	VERB
bracis-28411	172	27	its	its	PRON
bracis-28411	172	28	classification	classification	NOUN
bracis-28411	172	29	performance	performance	NOUN
bracis-28411	172	30	.	.	PUNCT
bracis-28411	173	1	the	the	DET
bracis-28411	173	2	mobilenetv2	mobilenetv2	PROPN
bracis-28411	173	3	underperformed	underperform	VERB
bracis-28411	173	4	the	the	DET
bracis-28411	173	5	other	other	ADJ
bracis-28411	173	6	models	model	NOUN
bracis-28411	173	7	due	due	ADP
bracis-28411	173	8	to	to	ADP
bracis-28411	173	9	its	its	PRON
bracis-28411	173	10	simpler	simple	ADJ
bracis-28411	173	11	architecture	architecture	NOUN
bracis-28411	173	12	,	,	PUNCT
bracis-28411	173	13	with	with	ADP
bracis-28411	173	14	fewer	few	ADJ
bracis-28411	173	15	layers	layer	NOUN
bracis-28411	173	16	and	and	CCONJ
bracis-28411	173	17	fewer	few	ADJ
bracis-28411	173	18	parameters	parameter	NOUN
bracis-28411	173	19	.	.	PUNCT
bracis-28411	174	1	this	this	PRON
bracis-28411	174	2	limits	limit	VERB
bracis-28411	174	3	its	its	PRON
bracis-28411	174	4	ability	ability	NOUN
bracis-28411	174	5	to	to	PART
bracis-28411	174	6	learn	learn	VERB
bracis-28411	174	7	complex	complex	ADJ
bracis-28411	174	8	data	datum	NOUN
bracis-28411	174	9	representations	representation	NOUN
bracis-28411	174	10	,	,	PUNCT
bracis-28411	174	11	affecting	affect	VERB
bracis-28411	174	12	classification	classification	NOUN
bracis-28411	174	13	performance	performance	NOUN
bracis-28411	174	14	.	.	PUNCT
bracis-28411	175	1	and	and	CCONJ
bracis-28411	175	2	,	,	PUNCT
bracis-28411	175	3	although	although	SCONJ
bracis-28411	175	4	these	these	DET
bracis-28411	175	5	characteristics	characteristic	NOUN
bracis-28411	175	6	make	make	VERB
bracis-28411	175	7	it	it	PRON
bracis-28411	175	8	light	light	ADJ
bracis-28411	175	9	and	and	CCONJ
bracis-28411	175	10	fast	fast	ADV
bracis-28411	175	11	,	,	PUNCT
bracis-28411	175	12	they	they	PRON
bracis-28411	175	13	also	also	ADV
bracis-28411	175	14	result	result	VERB
bracis-28411	175	15	in	in	ADP
bracis-28411	175	16	lower	low	ADJ
bracis-28411	175	17	performance	performance	NOUN
bracis-28411	175	18	.	.	PUNCT
bracis-28411	176	1	threats	threat	NOUN
bracis-28411	176	2	to	to	ADP
bracis-28411	176	3	validity	validity	NOUN
bracis-28411	176	4	.	.	PUNCT
bracis-28411	177	1	as	as	ADP
bracis-28411	177	2	any	any	DET
bracis-28411	177	3	empirical	empirical	ADJ
bracis-28411	177	4	study	study	NOUN
bracis-28411	177	5	there	there	PRON
bracis-28411	177	6	are	be	VERB
bracis-28411	177	7	several	several	ADJ
bracis-28411	177	8	threats	threat	NOUN
bracis-28411	177	9	to	to	ADP
bracis-28411	177	10	validity	validity	NOUN
bracis-28411	177	11	.	.	PUNCT
bracis-28411	178	1	concerning	concern	VERB
bracis-28411	178	2	selection	selection	NOUN
bracis-28411	178	3	bias	bias	NOUN
bracis-28411	178	4	,	,	PUNCT
bracis-28411	178	5	we	we	PRON
bracis-28411	178	6	aimed	aim	VERB
bracis-28411	178	7	at	at	ADP
bracis-28411	178	8	preparing	prepare	VERB
bracis-28411	178	9	a	a	DET
bracis-28411	178	10	diverse	diverse	ADJ
bracis-28411	178	11	and	and	CCONJ
bracis-28411	178	12	representative	representative	ADJ
bracis-28411	178	13	sample	sample	NOUN
bracis-28411	178	14	of	of	ADP
bracis-28411	178	15	images	image	NOUN
bracis-28411	178	16	that	that	PRON
bracis-28411	178	17	covers	cover	VERB
bracis-28411	178	18	the	the	DET
bracis-28411	178	19	range	range	NOUN
bracis-28411	178	20	of	of	ADP
bracis-28411	178	21	variability	variability	NOUN
bracis-28411	178	22	in	in	ADP
bracis-28411	178	23	the	the	DET
bracis-28411	178	24	population	population	NOUN
bracis-28411	178	25	being	be	AUX
bracis-28411	178	26	studied	study	VERB
bracis-28411	178	27	.	.	PUNCT
bracis-28411	179	1	we	we	PRON
bracis-28411	179	2	considered	consider	VERB
bracis-28411	179	3	various	various	ADJ
bracis-28411	179	4	cameras	camera	NOUN
bracis-28411	179	5	,	,	PUNCT
bracis-28411	179	6	backgrounds	background	NOUN
bracis-28411	179	7	,	,	PUNCT
bracis-28411	179	8	angles	angle	NOUN
bracis-28411	179	9	,	,	PUNCT
bracis-28411	179	10	and	and	CCONJ
bracis-28411	179	11	lighting	light	VERB
bracis-28411	179	12	for	for	ADP
bracis-28411	179	13	external	external	ADJ
bracis-28411	179	14	validity	validity	NOUN
bracis-28411	179	15	,	,	PUNCT
bracis-28411	179	16	but	but	CCONJ
bracis-28411	179	17	our	our	PRON
bracis-28411	179	18	dataset	dataset	NOUN
bracis-28411	179	19	may	may	AUX
bracis-28411	179	20	not	not	PART
bracis-28411	179	21	cover	cover	VERB
bracis-28411	179	22	all	all	DET
bracis-28411	179	23	contexts	contexts	NOUN
bracis-28411	179	24	,	,	PUNCT
bracis-28411	179	25	potentially	potentially	ADV
bracis-28411	179	26	limiting	limit	VERB
bracis-28411	179	27	generalizability	generalizability	NOUN
bracis-28411	179	28	.	.	PUNCT
bracis-28411	180	1	considering	consider	VERB
bracis-28411	180	2	the	the	DET
bracis-28411	180	3	size	size	NOUN
bracis-28411	180	4	of	of	ADP
bracis-28411	180	5	our	our	PRON
bracis-28411	180	6	dataset	dataset	NOUN
bracis-28411	180	7	containing	contain	VERB
bracis-28411	180	8	1.999	1.999	NUM
bracis-28411	180	9	images	image	NOUN
bracis-28411	180	10	we	we	PRON
bracis-28411	180	11	consider	consider	VERB
bracis-28411	180	12	the	the	DET
bracis-28411	180	13	risk	risk	NOUN
bracis-28411	180	14	of	of	ADP
bracis-28411	180	15	a	a	DET
bracis-28411	180	16	sample	sample	NOUN
bracis-28411	180	17	size	size	NOUN
bracis-28411	180	18	bias	bias	NOUN
bracis-28411	180	19	minimal	minimal	ADJ
bracis-28411	180	20	especially	especially	ADV
bracis-28411	180	21	when	when	SCONJ
bracis-28411	180	22	also	also	ADV
bracis-28411	180	23	compared	compare	VERB
bracis-28411	180	24	to	to	ADP
bracis-28411	180	25	existing	exist	VERB
bracis-28411	180	26	approaches	approach	NOUN
bracis-28411	180	27	reported	report	VERB
bracis-28411	180	28	in	in	ADP
bracis-28411	180	29	the	the	DET
bracis-28411	180	30	literature	literature	NOUN
bracis-28411	180	31	.	.	PUNCT
bracis-28411	181	1	in	in	ADP
bracis-28411	181	2	order	order	NOUN
bracis-28411	181	3	to	to	PART
bracis-28411	181	4	prevent	prevent	VERB
bracis-28411	181	5	data	datum	NOUN
bracis-28411	181	6	preprocessing	preprocessing	NOUN
bracis-28411	181	7	bias	bias	NOUN
bracis-28411	181	8	we	we	PRON
bracis-28411	181	9	only	only	ADV
bracis-28411	181	10	used	use	VERB
bracis-28411	181	11	standardized	standardized	ADJ
bracis-28411	181	12	preprocessing	preprocessing	NOUN
bracis-28411	181	13	techniques	technique	NOUN
bracis-28411	181	14	that	that	PRON
bracis-28411	181	15	are	be	AUX
bracis-28411	181	16	applicable	applicable	ADJ
bracis-28411	181	17	to	to	ADP
bracis-28411	181	18	all	all	DET
bracis-28411	181	19	models	model	NOUN
bracis-28411	181	20	being	be	AUX
bracis-28411	181	21	compared	compare	VERB
bracis-28411	181	22	.	.	PUNCT
bracis-28411	182	1	we	we	PRON
bracis-28411	182	2	also	also	ADV
bracis-28411	182	3	maintained	maintain	VERB
bracis-28411	182	4	consistent	consistent	ADJ
bracis-28411	182	5	training	training	NOUN
bracis-28411	182	6	parameters	parameter	NOUN
bracis-28411	182	7	for	for	ADP
bracis-28411	182	8	comparability	comparability	NOUN
bracis-28411	182	9	between	between	ADP
bracis-28411	182	10	models	model	NOUN
bracis-28411	182	11	.	.	PUNCT
bracis-28411	183	1	with	with	ADP
bracis-28411	183	2	regard	regard	NOUN
bracis-28411	183	3	to	to	ADP
bracis-28411	183	4	evaluation	evaluation	NOUN
bracis-28411	183	5	metric	metric	ADJ
bracis-28411	183	6	bias	bias	NOUN
bracis-28411	183	7	,	,	PUNCT
bracis-28411	183	8	we	we	PRON
bracis-28411	183	9	used	use	VERB
bracis-28411	183	10	multiple	multiple	ADJ
bracis-28411	183	11	standard	standard	ADJ
bracis-28411	183	12	evaluation	evaluation	NOUN
bracis-28411	183	13	metrics	metric	NOUN
bracis-28411	183	14	that	that	PRON
bracis-28411	183	15	cover	cover	VERB
bracis-28411	183	16	different	different	ADJ
bracis-28411	183	17	aspects	aspect	NOUN
bracis-28411	183	18	of	of	ADP
bracis-28411	183	19	model	model	NOUN
bracis-28411	183	20	performance	performance	NOUN
bracis-28411	183	21	and	and	CCONJ
bracis-28411	183	22	to	to	PART
bracis-28411	183	23	report	report	VERB
bracis-28411	183	24	the	the	DET
bracis-28411	183	25	results	result	NOUN
bracis-28411	183	26	of	of	ADP
bracis-28411	183	27	all	all	DET
bracis-28411	183	28	metrics	metric	NOUN
bracis-28411	183	29	used	use	VERB
bracis-28411	183	30	.	.	PUNCT
bracis-28411	184	1	8	8	NUM
bracis-28411	184	2	conclusion	conclusion	NOUN
bracis-28411	184	3	the	the	DET
bracis-28411	184	4	results	result	NOUN
bracis-28411	184	5	of	of	ADP
bracis-28411	184	6	our	our	PRON
bracis-28411	184	7	research	research	NOUN
bracis-28411	184	8	demonstrate	demonstrate	VERB
bracis-28411	184	9	that	that	SCONJ
bracis-28411	184	10	it	it	PRON
bracis-28411	184	11	is	be	AUX
bracis-28411	184	12	possible	possible	ADJ
bracis-28411	184	13	to	to	PART
bracis-28411	184	14	classify	classify	VERB
bracis-28411	184	15	images	image	NOUN
bracis-28411	184	16	of	of	ADP
bracis-28411	184	17	mosquito	mosquito	ADJ
bracis-28411	184	18	larvae	larvae	NOUN
bracis-28411	184	19	even	even	ADV
bracis-28411	184	20	distinguishing	distinguish	VERB
bracis-28411	184	21	between	between	ADP
bracis-28411	184	22	aedes	aedes	PROPN
bracis-28411	184	23	species	specie	NOUN
bracis-28411	184	24	with	with	ADP
bracis-28411	184	25	sufficient	sufficient	ADJ
bracis-28411	184	26	performance	performance	NOUN
bracis-28411	184	27	of	of	ADP
bracis-28411	184	28	testing	testing	NOUN
bracis-28411	184	29	accuracy	accuracy	NOUN
bracis-28411	184	30	 	 	SPACE
bracis-28411	184	31	>	>	PUNCT
bracis-28411	184	32	 	 	SPACE
bracis-28411	184	33	90	90	NUM
bracis-28411	184	34	%	%	NOUN
bracis-28411	184	35	and	and	CCONJ
bracis-28411	184	36	without	without	ADP
bracis-28411	184	37	misclassifying	misclassifye	VERB
bracis-28411	184	38	images	image	NOUN
bracis-28411	184	39	of	of	ADP
bracis-28411	184	40	ae	ae	PROPN
bracis-28411	184	41	.	.	PUNCT
bracis-28411	185	1	aegypti	aegypti	PROPN
bracis-28411	185	2	.	.	PUNCT
bracis-28411	186	1	our	our	PRON
bracis-28411	186	2	results	result	NOUN
bracis-28411	186	3	are	be	AUX
bracis-28411	186	4	also	also	ADV
bracis-28411	186	5	much	much	ADV
bracis-28411	186	6	better	well	ADJ
bracis-28411	186	7	than	than	ADP
bracis-28411	186	8	the	the	DET
bracis-28411	186	9	ones	one	NOUN
bracis-28411	186	10	reported	report	VERB
bracis-28411	186	11	by	by	ADP
bracis-28411	186	12	the	the	DET
bracis-28411	186	13	only	only	ADJ
bracis-28411	186	14	other	other	ADJ
bracis-28411	186	15	study	study	NOUN
bracis-28411	186	16	aiming	aim	VERB
bracis-28411	186	17	at	at	ADP
bracis-28411	186	18	the	the	DET
bracis-28411	186	19	differentiation	differentiation	NOUN
bracis-28411	186	20	between	between	ADP
bracis-28411	186	21	aedes	aedes	PROPN
bracis-28411	186	22	species	specie	NOUN
bracis-28411	186	23	reporting	report	VERB
bracis-28411	186	24	an	an	DET
bracis-28411	186	25	accuracy	accuracy	NOUN
bracis-28411	186	26	of	of	ADP
bracis-28411	186	27	only	only	ADV
bracis-28411	186	28	64.58	64.58	NUM
bracis-28411	186	29	%	%	NOUN
bracis-28411	186	30	.	.	PUNCT
bracis-28411	187	1	both	both	PRON
bracis-28411	187	2	of	of	ADP
bracis-28411	187	3	the	the	DET
bracis-28411	187	4	the	the	DET
bracis-28411	187	5	models	model	NOUN
bracis-28411	187	6	(	(	PUNCT
bracis-28411	187	7	resnet18	resnet18	NOUN
bracis-28411	187	8	and	and	CCONJ
bracis-28411	187	9	efficientnet_lite0	efficientnet_lite0	NOUN
bracis-28411	187	10	)	)	PUNCT
bracis-28411	187	11	,	,	PUNCT
bracis-28411	187	12	which	which	PRON
bracis-28411	187	13	demonstrated	demonstrate	VERB
bracis-28411	187	14	the	the	DET
bracis-28411	187	15	best	good	ADJ
bracis-28411	187	16	results	result	NOUN
bracis-28411	187	17	during	during	ADP
bracis-28411	187	18	training	training	NOUN
bracis-28411	187	19	/	/	SYM
bracis-28411	187	20	validation	validation	NOUN
bracis-28411	187	21	or	or	CCONJ
bracis-28411	187	22	testing	testing	NOUN
bracis-28411	187	23	,	,	PUNCT
bracis-28411	187	24	are	be	AUX
bracis-28411	187	25	also	also	ADV
bracis-28411	187	26	small	small	ADJ
bracis-28411	187	27	architectures	architecture	NOUN
bracis-28411	187	28	specifically	specifically	ADV
bracis-28411	187	29	indicated	indicate	VERB
bracis-28411	187	30	for	for	ADP
bracis-28411	187	31	the	the	DET
bracis-28411	187	32	deployment	deployment	NOUN
bracis-28411	187	33	in	in	ADP
bracis-28411	187	34	mobile	mobile	ADJ
bracis-28411	187	35	applications	application	NOUN
bracis-28411	187	36	,	,	PUNCT
bracis-28411	187	37	which	which	PRON
bracis-28411	187	38	thus	thus	ADV
bracis-28411	187	39	will	will	AUX
bracis-28411	187	40	allow	allow	VERB
bracis-28411	187	41	the	the	DET
bracis-28411	187	42	implementation	implementation	NOUN
bracis-28411	187	43	of	of	ADP
bracis-28411	187	44	such	such	DET
bracis-28411	187	45	an	an	DET
bracis-28411	187	46	application	application	NOUN
bracis-28411	187	47	in	in	ADP
bracis-28411	187	48	order	order	NOUN
bracis-28411	187	49	to	to	PART
bracis-28411	187	50	allow	allow	VERB
bracis-28411	187	51	the	the	DET
bracis-28411	187	52	operationalization	operationalization	NOUN
bracis-28411	187	53	of	of	ADP
bracis-28411	187	54	the	the	DET
bracis-28411	187	55	intended	intend	VERB
bracis-28411	187	56	usage	usage	NOUN
bracis-28411	187	57	scenario	scenario	NOUN
bracis-28411	187	58	of	of	ADP
bracis-28411	187	59	citizens	citizen	NOUN
bracis-28411	187	60	using	use	VERB
bracis-28411	187	61	the	the	DET
bracis-28411	187	62	automated	automate	VERB
bracis-28411	187	63	classification	classification	NOUN
bracis-28411	187	64	for	for	ADP
bracis-28411	187	65	dengue	dengue	NOUN
bracis-28411	187	66	prevention	prevention	NOUN
bracis-28411	187	67	in	in	ADP
bracis-28411	187	68	their	their	PRON
bracis-28411	187	69	homes	home	NOUN
bracis-28411	187	70	.	.	PUNCT
bracis-28411	188	1	notes	note	VERB
bracis-28411	188	2	1.the	1.the	DET
bracis-28411	188	3	dataset	dataset	NOUN
bracis-28411	188	4	and	and	CCONJ
bracis-28411	188	5	notebook	notebook	NOUN
bracis-28411	188	6	for	for	ADP
bracis-28411	188	7	the	the	DET
bracis-28411	188	8	model	model	NOUN
bracis-28411	188	9	are	be	AUX
bracis-28411	188	10	being	be	AUX
bracis-28411	188	11	prepared	prepare	VERB
bracis-28411	188	12	for	for	ADP
bracis-28411	188	13	availability	availability	NOUN
bracis-28411	188	14	.	.	PUNCT
bracis-28411	189	1	references	reference	NOUN
bracis-28411	189	2	amershi	amershi	PROPN
bracis-28411	189	3	,	,	PUNCT
bracis-28411	189	4	s.	s.	PROPN
bracis-28411	189	5	,	,	PUNCT
bracis-28411	189	6	et	et	PROPN
bracis-28411	189	7	al	al	PROPN
bracis-28411	189	8	.	.	PUNCT
bracis-28411	189	9	:	:	PUNCT
bracis-28411	190	1	software	software	NOUN
bracis-28411	190	2	engineering	engineering	NOUN
bracis-28411	190	3	for	for	ADP
bracis-28411	190	4	machine	machine	NOUN
bracis-28411	190	5	learning	learning	NOUN
bracis-28411	190	6	:	:	PUNCT
bracis-28411	190	7	a	a	DET
bracis-28411	190	8	case	case	NOUN
bracis-28411	190	9	study	study	NOUN
bracis-28411	190	10	.	.	PUNCT
bracis-28411	191	1	in	in	ADP
bracis-28411	191	2	:	:	PUNCT
bracis-28411	191	3	proceedings	proceeding	NOUN
bracis-28411	191	4	of	of	ADP
bracis-28411	191	5	the	the	DET
bracis-28411	191	6	41st	41st	ADJ
bracis-28411	191	7	international	international	ADJ
bracis-28411	191	8	conference	conference	NOUN
bracis-28411	191	9	on	on	ADP
bracis-28411	191	10	software	software	NOUN
bracis-28411	191	11	engineering	engineering	NOUN
bracis-28411	191	12	,	,	PUNCT
bracis-28411	191	13	montreal	montreal	PROPN
bracis-28411	191	14	,	,	PUNCT
bracis-28411	191	15	canada	canada	PROPN
bracis-28411	191	16	(	(	PUNCT
bracis-28411	191	17	2019	2019	NUM
bracis-28411	191	18	)	)	PUNCT
bracis-28411	191	19	google	google	PROPN
bracis-28411	191	20	scholar	scholar	NOUN
bracis-28411	191	21	  	  	SPACE
bracis-28411	191	22	arista	arista	PROPN
bracis-28411	191	23	-	-	PUNCT
bracis-28411	191	24	jalife	jalife	NOUN
bracis-28411	191	25	,	,	PUNCT
bracis-28411	191	26	a.	a.	PROPN
bracis-28411	191	27	,	,	PUNCT
bracis-28411	191	28	et	et	PROPN
bracis-28411	191	29	al	al	PROPN
bracis-28411	191	30	.	.	PUNCT
bracis-28411	191	31	:	:	PUNCT
bracis-28411	192	1	deep	deep	ADJ
bracis-28411	192	2	learning	learning	NOUN
bracis-28411	192	3	employed	employ	VERB
bracis-28411	192	4	in	in	ADP
bracis-28411	192	5	the	the	DET
bracis-28411	192	6	recognition	recognition	NOUN
bracis-28411	192	7	of	of	ADP
bracis-28411	192	8	the	the	DET
bracis-28411	192	9	vector	vector	NOUN
bracis-28411	192	10	that	that	PRON
bracis-28411	192	11	spreads	spread	VERB
bracis-28411	192	12	dengue	dengue	NOUN
bracis-28411	192	13	,	,	PUNCT
bracis-28411	192	14	chikungunya	chikungunya	NOUN
bracis-28411	192	15	and	and	CCONJ
bracis-28411	192	16	zika	zika	NOUN
bracis-28411	192	17	viruses	virus	NOUN
bracis-28411	192	18	.	.	PUNCT
bracis-28411	193	1	in	in	ADP
bracis-28411	193	2	:	:	PUNCT
bracis-28411	193	3	frontiers	frontier	NOUN
bracis-28411	193	4	in	in	ADP
bracis-28411	193	5	artificial	artificial	ADJ
bracis-28411	193	6	intelligence	intelligence	NOUN
bracis-28411	193	7	and	and	CCONJ
bracis-28411	193	8	applications	application	NOUN
bracis-28411	193	9	,	,	PUNCT
bracis-28411	193	10	vol	vol	NOUN
bracis-28411	193	11	.	.	PROPN
bracis-28411	193	12	303	303	NUM
bracis-28411	193	13	,	,	PUNCT
bracis-28411	193	14	pp	pp	ADJ
bracis-28411	193	15	.	.	PUNCT
bracis-28411	194	1	108–120	108–120	NUM
bracis-28411	194	2	.	.	PUNCT
bracis-28411	195	1	ios	ios	PROPN
bracis-28411	195	2	press	press	NOUN
bracis-28411	195	3	,	,	PUNCT
bracis-28411	195	4	amsterdam	amsterdam	PROPN
bracis-28411	195	5	(	(	PUNCT
bracis-28411	195	6	2018	2018	NUM
bracis-28411	195	7	)	)	PUNCT
bracis-28411	195	8	google	google	PROPN
bracis-28411	195	9	scholar	scholar	NOUN
bracis-28411	195	10	  	  	SPACE
bracis-28411	195	11	arista	arista	PROPN
bracis-28411	195	12	-	-	PUNCT
bracis-28411	195	13	jalife	jalife	NOUN
bracis-28411	195	14	,	,	PUNCT
bracis-28411	195	15	a.	a.	PROPN
bracis-28411	195	16	,	,	PUNCT
bracis-28411	195	17	et	et	PROPN
bracis-28411	195	18	al	al	PROPN
bracis-28411	195	19	.	.	PUNCT
bracis-28411	195	20	:	:	PUNCT
bracis-28411	196	1	aedes	aedes	PROPN
bracis-28411	196	2	mosquito	mosquito	PROPN
bracis-28411	196	3	detection	detection	NOUN
bracis-28411	196	4	in	in	ADP
bracis-28411	196	5	its	its	PRON
bracis-28411	196	6	larval	larval	NOUN
bracis-28411	196	7	stage	stage	NOUN
bracis-28411	196	8	using	use	VERB
bracis-28411	196	9	deep	deep	ADJ
bracis-28411	196	10	neural	neural	ADJ
bracis-28411	196	11	networks	network	NOUN
bracis-28411	196	12	.	.	PUNCT
bracis-28411	197	1	knowl.-based	knowl.-based	PROPN
bracis-28411	197	2	syst	syst	PROPN
bracis-28411	197	3	.	.	PROPN
bracis-28411	197	4	189	189	NUM
bracis-28411	197	5	,	,	PUNCT
bracis-28411	197	6	104841	104841	NUM
bracis-28411	197	7	(	(	PUNCT
bracis-28411	197	8	2020	2020	NUM
bracis-28411	197	9	)	)	PUNCT
bracis-28411	197	10	article	article	NOUN
bracis-28411	197	11	  	  	SPACE
bracis-28411	197	12	google	google	PROPN
bracis-28411	197	13	scholar	scholar	NOUN
bracis-28411	197	14	  	  	SPACE
bracis-28411	197	15	asmai	asmai	PROPN
bracis-28411	197	16	,	,	PUNCT
bracis-28411	197	17	s.a	s.a	PROPN
bracis-28411	197	18	.	.	PROPN
bracis-28411	197	19	,	,	PUNCT
bracis-28411	197	20	et	et	PROPN
bracis-28411	197	21	al	al	PROPN
bracis-28411	197	22	.	.	PROPN
bracis-28411	197	23	:	:	PUNCT
bracis-28411	197	24	mosquito	mosquito	ADJ
bracis-28411	197	25	larvae	larvae	NOUN
bracis-28411	197	26	detection	detection	NOUN
bracis-28411	197	27	using	use	VERB
bracis-28411	197	28	deep	deep	ADJ
bracis-28411	197	29	learning	learning	NOUN
bracis-28411	197	30	.	.	PUNCT
bracis-28411	198	1	int	int	NOUN
bracis-28411	198	2	.	.	PUNCT
bracis-28411	199	1	j.	j.	PROPN
bracis-28411	199	2	innov	innov	PROPN
bracis-28411	199	3	.	.	PUNCT
bracis-28411	200	1	technol	technol	PROPN
bracis-28411	200	2	.	.	PUNCT
bracis-28411	200	3	explor	explor	PROPN
bracis-28411	200	4	.	.	PUNCT
bracis-28411	201	1	eng	eng	PROPN
bracis-28411	201	2	.	.	PROPN
bracis-28411	201	3	8(12	8(12	NUM
bracis-28411	201	4	)	)	PUNCT
bracis-28411	201	5	,	,	PUNCT
bracis-28411	201	6	804–809	804–809	NUM
bracis-28411	201	7	(	(	PUNCT
bracis-28411	201	8	2019	2019	NUM
bracis-28411	201	9	)	)	PUNCT
bracis-28411	201	10	article	article	NOUN
bracis-28411	201	11	  	  	SPACE
bracis-28411	201	12	google	google	PROPN
bracis-28411	201	13	scholar	scholar	NOUN
bracis-28411	201	14	  	  	SPACE
bracis-28411	201	15	azman	azman	PROPN
bracis-28411	201	16	,	,	PUNCT
bracis-28411	201	17	m.i.a.b.z	m.i.a.b.z	NOUN
bracis-28411	201	18	.	.	PUNCT
bracis-28411	201	19	,	,	PUNCT
bracis-28411	201	20	sarlan	sarlan	ADJ
bracis-28411	201	21	,	,	PUNCT
bracis-28411	201	22	a.b	a.b	PROPN
bracis-28411	201	23	.	.	PROPN
bracis-28411	201	24	:	:	PUNCT
bracis-28411	202	1	aedes	aedes	PROPN
bracis-28411	202	2	larvae	larvae	VERB
bracis-28411	202	3	classification	classification	NOUN
bracis-28411	202	4	and	and	CCONJ
bracis-28411	202	5	detection	detection	NOUN
bracis-28411	202	6	(	(	PUNCT
bracis-28411	202	7	alcd	alcd	NOUN
bracis-28411	202	8	)	)	PUNCT
bracis-28411	202	9	system	system	NOUN
bracis-28411	202	10	by	by	ADP
bracis-28411	202	11	using	use	VERB
bracis-28411	202	12	deep	deep	ADJ
bracis-28411	202	13	learning	learning	NOUN
bracis-28411	202	14	.	.	PUNCT
bracis-28411	203	1	in	in	ADP
bracis-28411	203	2	:	:	PUNCT
bracis-28411	203	3	2020	2020	NUM
bracis-28411	203	4	international	international	ADJ
bracis-28411	203	5	conference	conference	NOUN
bracis-28411	203	6	on	on	ADP
bracis-28411	203	7	computational	computational	ADJ
bracis-28411	203	8	intelligence	intelligence	NOUN
bracis-28411	203	9	(	(	PUNCT
bracis-28411	203	10	icci	icci	PROPN
bracis-28411	203	11	)	)	PUNCT
bracis-28411	203	12	,	,	PUNCT
bracis-28411	203	13	pp	pp	ADP
bracis-28411	203	14	.	.	PUNCT
bracis-28411	204	1	179–184	179–184	NUM
bracis-28411	204	2	(	(	PUNCT
bracis-28411	204	3	2020	2020	NUM
bracis-28411	204	4	)	)	PUNCT
bracis-28411	204	5	google	google	PROPN
bracis-28411	204	6	scholar	scholar	NOUN
bracis-28411	204	7	  	  	SPACE
bracis-28411	204	8	canziani	canziani	NOUN
bracis-28411	204	9	,	,	PUNCT
bracis-28411	204	10	a.	a.	NOUN
bracis-28411	204	11	,	,	PUNCT
bracis-28411	204	12	paszke	paszke	NOUN
bracis-28411	204	13	,	,	PUNCT
bracis-28411	204	14	a.	a.	NOUN
bracis-28411	204	15	,	,	PUNCT
bracis-28411	204	16	culurciello	culurciello	PROPN
bracis-28411	204	17	,	,	PUNCT
bracis-28411	204	18	e.	e.	PROPN
bracis-28411	204	19	an	an	DET
bracis-28411	204	20	analysis	analysis	NOUN
bracis-28411	204	21	of	of	ADP
bracis-28411	204	22	deep	deep	ADJ
bracis-28411	204	23	neural	neural	ADJ
bracis-28411	204	24	network	network	NOUN
bracis-28411	204	25	models	model	NOUN
bracis-28411	204	26	for	for	ADP
bracis-28411	204	27	practical	practical	ADJ
bracis-28411	204	28	applications	application	NOUN
bracis-28411	204	29	.	.	PUNCT
bracis-28411	205	1	arxiv	arxiv	PROPN
bracis-28411	205	2	preprint	preprint	VERB
bracis-28411	205	3	arxiv:1605.07678	arxiv:1605.07678	NOUN
bracis-28411	205	4	(	(	PUNCT
bracis-28411	205	5	2016	2016	NUM
bracis-28411	205	6	)	)	PUNCT
bracis-28411	205	7	clements	clements	PROPN
bracis-28411	205	8	,	,	PUNCT
bracis-28411	205	9	a.n	a.n	PROPN
bracis-28411	205	10	.	.	PROPN
bracis-28411	205	11	:	:	PUNCT
bracis-28411	206	1	the	the	DET
bracis-28411	206	2	biology	biology	NOUN
bracis-28411	206	3	of	of	ADP
bracis-28411	206	4	mosquitoes	mosquito	NOUN
bracis-28411	206	5	.	.	PUNCT
bracis-28411	207	1	volume	volume	NOUN
bracis-28411	207	2	2	2	NUM
bracis-28411	207	3	:	:	PUNCT
bracis-28411	207	4	sensory	sensory	ADJ
bracis-28411	207	5	reception	reception	NOUN
bracis-28411	207	6	and	and	CCONJ
bracis-28411	207	7	behavior	behavior	NOUN
bracis-28411	207	8	.	.	PUNCT
bracis-28411	208	1	cabi	cabi	PROPN
bracis-28411	208	2	publishing	publishing	PROPN
bracis-28411	208	3	(	(	PUNCT
bracis-28411	208	4	1999	1999	NUM
bracis-28411	208	5	)	)	PUNCT
bracis-28411	208	6	google	google	PROPN
bracis-28411	208	7	scholar	scholar	NOUN
bracis-28411	208	8	  	  	SPACE
bracis-28411	208	9	consoli	consoli	NOUN
bracis-28411	208	10	,	,	PUNCT
bracis-28411	208	11	r.	r.	PROPN
bracis-28411	208	12	,	,	PUNCT
bracis-28411	208	13	oliveira	oliveira	PROPN
bracis-28411	208	14	,	,	PUNCT
bracis-28411	208	15	r.l	r.l	PROPN
bracis-28411	208	16	.	.	PROPN
bracis-28411	208	17	:	:	PUNCT
bracis-28411	209	1	principais	principais	PROPN
bracis-28411	209	2	mosquitos	mosquitos	PROPN
bracis-28411	209	3	de	de	X
bracis-28411	209	4	importância	importância	PROPN
bracis-28411	209	5	sanitária	sanitária	PROPN
bracis-28411	209	6	no	no	DET
bracis-28411	209	7	brasil	brasil	PROPN
bracis-28411	209	8	.	.	PUNCT
bracis-28411	210	1	editora	editora	PROPN
bracis-28411	210	2	fiocruz	fiocruz	PROPN
bracis-28411	210	3	,	,	PUNCT
bracis-28411	210	4	rio	rio	PROPN
bracis-28411	210	5	de	de	PROPN
bracis-28411	210	6	janeiro	janeiro	PROPN
bracis-28411	210	7	,	,	PUNCT
bracis-28411	210	8	brasil	brasil	PROPN
bracis-28411	210	9	(	(	PUNCT
bracis-28411	210	10	1994	1994	NUM
bracis-28411	210	11	)	)	PUNCT
bracis-28411	210	12	google	google	PROPN
bracis-28411	210	13	scholar	scholar	NOUN
bracis-28411	210	14	  	  	SPACE
bracis-28411	210	15	de	de	X
bracis-28411	210	16	silva	silva	PROPN
bracis-28411	210	17	,	,	PUNCT
bracis-28411	210	18	w.d.m	w.d.m	NOUN
bracis-28411	210	19	.	.	PUNCT
bracis-28411	210	20	,	,	PUNCT
bracis-28411	210	21	jayalal	jayalal	PROPN
bracis-28411	210	22	,	,	PUNCT
bracis-28411	210	23	s.	s.	PROPN
bracis-28411	210	24	:	:	PUNCT
bracis-28411	210	25	dengue	dengue	NOUN
bracis-28411	210	26	mosquito	mosquito	PROPN
bracis-28411	210	27	larvae	larvae	NOUN
bracis-28411	210	28	identification	identification	NOUN
bracis-28411	210	29	using	use	VERB
bracis-28411	210	30	digital	digital	ADJ
bracis-28411	210	31	images	image	NOUN
bracis-28411	210	32	.	.	PUNCT
bracis-28411	211	1	in	in	ADP
bracis-28411	211	2	:	:	PUNCT
bracis-28411	211	3	2020	2020	NUM
bracis-28411	211	4	international	international	ADJ
bracis-28411	211	5	research	research	NOUN
bracis-28411	211	6	conference	conference	NOUN
bracis-28411	211	7	on	on	ADP
bracis-28411	211	8	smart	smart	ADJ
bracis-28411	211	9	computing	computing	NOUN
bracis-28411	211	10	and	and	CCONJ
bracis-28411	211	11	systems	system	NOUN
bracis-28411	211	12	engineering	engineering	NOUN
bracis-28411	211	13	(	(	PUNCT
bracis-28411	211	14	scse	scse	PROPN
bracis-28411	211	15	)	)	PUNCT
bracis-28411	211	16	,	,	PUNCT
bracis-28411	211	17	pp	pp	ADP
bracis-28411	211	18	.	.	PUNCT
bracis-28411	212	1	31–36	31–36	NUM
bracis-28411	212	2	(	(	PUNCT
bracis-28411	212	3	2020	2020	NUM
bracis-28411	212	4	)	)	PUNCT
bracis-28411	212	5	google	google	PROPN
bracis-28411	212	6	scholar	scholar	NOUN
bracis-28411	212	7	  	  	SPACE
bracis-28411	212	8	fast.ai	fast.ai	PROPN
bracis-28411	212	9	(	(	PUNCT
bracis-28411	212	10	2023	2023	NUM
bracis-28411	212	11	)	)	PUNCT
bracis-28411	212	12	.	.	PUNCT
bracis-28411	213	1	https://www.fast.ai/	https://www.fast.ai/	NUM
bracis-28411	213	2	fuad	fuad	PROPN
bracis-28411	213	3	,	,	PUNCT
bracis-28411	213	4	m.	m.	NOUN
bracis-28411	213	5	,	,	PUNCT
bracis-28411	213	6	et	et	PROPN
bracis-28411	213	7	al	al	PROPN
bracis-28411	213	8	.	.	PUNCT
bracis-28411	213	9	:	:	PUNCT
bracis-28411	213	10	training	training	NOUN
bracis-28411	213	11	of	of	ADP
bracis-28411	213	12	convolutional	convolutional	ADJ
bracis-28411	213	13	neural	neural	ADJ
bracis-28411	213	14	networks	network	NOUN
bracis-28411	213	15	using	use	VERB
bracis-28411	213	16	transfer	transfer	NOUN
bracis-28411	213	17	learning	learning	NOUN
bracis-28411	213	18	for	for	ADP
bracis-28411	213	19	aedes	aedes	PROPN
bracis-28411	213	20	aegypti	aegypti	VERB
bracis-28411	213	21	larvae	larvae	PROPN
bracis-28411	213	22	.	.	PUNCT
bracis-28411	214	1	telkomnika	telkomnika	PROPN
bracis-28411	214	2	(	(	PUNCT
bracis-28411	214	3	telecommun	telecommun	ADJ
bracis-28411	214	4	.	.	PUNCT
bracis-28411	215	1	comput	comput	PROPN
bracis-28411	215	2	.	.	PUNCT
bracis-28411	216	1	electron	electron	PROPN
bracis-28411	216	2	.	.	PUNCT
bracis-28411	217	1	control	control	PROPN
bracis-28411	217	2	)	)	PUNCT
bracis-28411	217	3	16	16	NUM
bracis-28411	217	4	,	,	PUNCT
bracis-28411	217	5	1894–1900	1894–1900	NUM
bracis-28411	217	6	(	(	PUNCT
bracis-28411	217	7	2018	2018	NUM
bracis-28411	217	8	)	)	PUNCT
bracis-28411	217	9	article	article	NOUN
bracis-28411	217	10	  	  	SPACE
bracis-28411	217	11	google	google	PROPN
bracis-28411	217	12	scholar	scholar	NOUN
bracis-28411	217	13	  	  	SPACE
bracis-28411	217	14	funasa	funasa	NOUN
bracis-28411	217	15	.	.	PUNCT
bracis-28411	218	1	instruções	instruções	PROPN
bracis-28411	218	2	para	para	PROPN
bracis-28411	218	3	pessoal	pessoal	PROPN
bracis-28411	218	4	de	de	X
bracis-28411	218	5	combate	combate	PROPN
bracis-28411	218	6	ao	ao	PROPN
bracis-28411	218	7	vetor	vetor	NOUN
bracis-28411	218	8	manual	manual	NOUN
bracis-28411	218	9	de	de	ADP
bracis-28411	218	10	normas	normas	X
bracis-28411	218	11	técnicas	técnicas	NOUN
bracis-28411	218	12	(	(	PUNCT
bracis-28411	218	13	2001	2001	NUM
bracis-28411	218	14	)	)	PUNCT
bracis-28411	218	15	.	.	PUNCT
bracis-28411	219	1	https://bvsms.saude.gov.br/bvs/publicacoes/funasa/man_dengue.pdf	https://bvsms.saude.gov.br/bvs/publicacoes/funasa/man_dengue.pdf	PROPN
bracis-28411	219	2	garcía	garcía	PROPN
bracis-28411	219	3	,	,	PUNCT
bracis-28411	219	4	z.	z.	PROPN
bracis-28411	219	5	,	,	PUNCT
bracis-28411	219	6	et	et	PROPN
bracis-28411	219	7	al	al	PROPN
bracis-28411	219	8	.	.	PROPN
bracis-28411	219	9	:	:	PUNCT
bracis-28411	219	10	mosquito	mosquito	ADJ
bracis-28411	219	11	larvae	larvae	NOUN
bracis-28411	219	12	image	image	NOUN
bracis-28411	219	13	classification	classification	NOUN
bracis-28411	219	14	based	base	VERB
bracis-28411	219	15	on	on	ADP
bracis-28411	219	16	densenet	densenet	NOUN
bracis-28411	219	17	and	and	CCONJ
bracis-28411	219	18	guided	guide	VERB
bracis-28411	219	19	grad	grad	NOUN
bracis-28411	219	20	-	-	PUNCT
bracis-28411	219	21	cam	cam	NOUN
bracis-28411	219	22	.	.	PUNCT
bracis-28411	220	1	in	in	ADP
bracis-28411	220	2	:	:	PUNCT
bracis-28411	220	3	morales	morale	NOUN
bracis-28411	220	4	,	,	PUNCT
bracis-28411	220	5	a.	a.	NOUN
bracis-28411	220	6	,	,	PUNCT
bracis-28411	220	7	fierrez	fierrez	NOUN
bracis-28411	220	8	,	,	PUNCT
bracis-28411	220	9	j.	j.	PROPN
bracis-28411	220	10	,	,	PUNCT
bracis-28411	220	11	sánchez	sánchez	PROPN
bracis-28411	220	12	,	,	PUNCT
bracis-28411	220	13	j.s	j.s	PROPN
bracis-28411	220	14	.	.	PROPN
bracis-28411	220	15	,	,	PUNCT
bracis-28411	220	16	ribeiro	ribeiro	PROPN
bracis-28411	220	17	,	,	PUNCT
bracis-28411	220	18	b.	b.	PROPN
bracis-28411	220	19	(	(	PUNCT
bracis-28411	220	20	eds	eds	PROPN
bracis-28411	220	21	.	.	PUNCT
bracis-28411	220	22	)	)	PUNCT
bracis-28411	220	23	ibpria	ibpria	NOUN
bracis-28411	220	24	2019	2019	NUM
bracis-28411	220	25	.	.	PUNCT
bracis-28411	221	1	lncs	lncs	PROPN
bracis-28411	221	2	,	,	PUNCT
bracis-28411	221	3	vol	vol	NOUN
bracis-28411	221	4	.	.	PROPN
bracis-28411	221	5	11868	11868	NUM
bracis-28411	221	6	,	,	PUNCT
bracis-28411	221	7	pp	pp	ADP
bracis-28411	221	8	.	.	PUNCT
bracis-28411	222	1	239–246	239–246	NUM
bracis-28411	222	2	.	.	PUNCT
bracis-28411	222	3	springer	springer	NOUN
bracis-28411	222	4	,	,	PUNCT
bracis-28411	222	5	cham	cham	PROPN
bracis-28411	222	6	(	(	PUNCT
bracis-28411	222	7	2019	2019	NUM
bracis-28411	222	8	)	)	PUNCT
bracis-28411	222	9	.	.	PUNCT
bracis-28411	223	1	https://doi.org/10.1007/978-3-030-31321-0_21	https://doi.org/10.1007/978-3-030-31321-0_21	PRON
bracis-28411	223	2	chapter	chapter	NOUN
bracis-28411	223	3	  	  	SPACE
bracis-28411	223	4	google	google	PROPN
bracis-28411	223	5	scholar	scholar	NOUN
bracis-28411	223	6	  	  	SPACE
bracis-28411	223	7	globe	globe	NOUN
bracis-28411	223	8	.	.	PUNCT
bracis-28411	224	1	globe	globe	NOUN
bracis-28411	224	2	mission	mission	PROPN
bracis-28411	224	3	mosquito	mosquito	PROPN
bracis-28411	224	4	mapper	mapper	PROPN
bracis-28411	224	5	(	(	PUNCT
bracis-28411	224	6	2022	2022	NUM
bracis-28411	224	7	)	)	PUNCT
bracis-28411	224	8	google	google	PROPN
bracis-28411	224	9	scholar	scholar	NOUN
bracis-28411	224	10	  	  	SPACE
bracis-28411	224	11	goh	goh	PROPN
bracis-28411	224	12	,	,	PUNCT
bracis-28411	224	13	y.h	y.h	PROPN
bracis-28411	224	14	.	.	PROPN
bracis-28411	224	15	,	,	PUNCT
bracis-28411	224	16	lee	lee	PROPN
bracis-28411	224	17	,	,	PUNCT
bracis-28411	224	18	y.b	y.b	PROPN
bracis-28411	224	19	.	.	PROPN
bracis-28411	224	20	,	,	PUNCT
bracis-28411	224	21	lum	lum	PROPN
bracis-28411	224	22	,	,	PUNCT
bracis-28411	224	23	k.y	k.y	PROPN
bracis-28411	224	24	.	.	PROPN
bracis-28411	224	25	:	:	PUNCT
bracis-28411	225	1	american	american	PROPN
bracis-28411	225	2	sign	sign	PROPN
bracis-28411	225	3	language	language	NOUN
bracis-28411	225	4	recognition	recognition	NOUN
bracis-28411	225	5	based	base	VERB
bracis-28411	225	6	on	on	ADP
bracis-28411	225	7	mobilenetv2	mobilenetv2	PROPN
bracis-28411	225	8	.	.	PUNCT
bracis-28411	226	1	adv	adv	PROPN
bracis-28411	226	2	.	.	PUNCT
bracis-28411	227	1	sci	sci	PROPN
bracis-28411	227	2	.	.	PUNCT
bracis-28411	227	3	technol	technol	PROPN
bracis-28411	227	4	5(6	5(6	PROPN
bracis-28411	227	5	)	)	PUNCT
bracis-28411	227	6	,	,	PUNCT
bracis-28411	227	7	481–488	481–488	NUM
bracis-28411	227	8	(	(	PUNCT
bracis-28411	227	9	2020	2020	NUM
bracis-28411	227	10	)	)	PUNCT
bracis-28411	227	11	google	google	PROPN
bracis-28411	227	12	scholar	scholar	NOUN
bracis-28411	227	13	  	  	SPACE
bracis-28411	227	14	hedrick	hedrick	PROPN
bracis-28411	227	15	,	,	PUNCT
bracis-28411	227	16	t.e	t.e	PROPN
bracis-28411	227	17	.	.	PROPN
bracis-28411	227	18	,	,	PUNCT
bracis-28411	227	19	bickman	bickman	PROPN
bracis-28411	227	20	,	,	PUNCT
bracis-28411	227	21	l.	l.	PROPN
bracis-28411	227	22	,	,	PUNCT
bracis-28411	227	23	rog	rog	PROPN
bracis-28411	227	24	,	,	PUNCT
bracis-28411	227	25	d.j	d.j	PROPN
bracis-28411	227	26	.	.	PROPN
bracis-28411	227	27	:	:	PUNCT
bracis-28411	227	28	applied	apply	VERB
bracis-28411	227	29	research	research	NOUN
bracis-28411	227	30	design	design	NOUN
bracis-28411	227	31	:	:	PUNCT
bracis-28411	227	32	a	a	DET
bracis-28411	227	33	practical	practical	ADJ
bracis-28411	227	34	guide	guide	NOUN
bracis-28411	227	35	.	.	PUNCT
bracis-28411	228	1	sage	sage	NOUN
bracis-28411	228	2	publications	publication	NOUN
bracis-28411	228	3	,	,	PUNCT
bracis-28411	228	4	thousand	thousand	NUM
bracis-28411	228	5	oaks	oak	NOUN
bracis-28411	228	6	(	(	PUNCT
bracis-28411	228	7	1993	1993	NUM
bracis-28411	228	8	)	)	PUNCT
bracis-28411	228	9	book	book	NOUN
bracis-28411	228	10	  	  	SPACE
bracis-28411	228	11	google	google	PROPN
bracis-28411	228	12	scholar	scholar	NOUN
bracis-28411	228	13	  	  	SPACE
bracis-28411	228	14	hossain	hossain	PROPN
bracis-28411	228	15	,	,	PUNCT
bracis-28411	228	16	m.s	m.s	PROPN
bracis-28411	228	17	.	.	PROPN
bracis-28411	228	18	,	,	PUNCT
bracis-28411	228	19	et	et	PROPN
bracis-28411	228	20	al	al	PROPN
bracis-28411	228	21	.	.	PUNCT
bracis-28411	228	22	:	:	PUNCT
bracis-28411	229	1	aedes	aedes	PROPN
bracis-28411	229	2	larva	larva	PROPN
bracis-28411	229	3	detection	detection	NOUN
bracis-28411	229	4	using	use	VERB
bracis-28411	229	5	ensemble	ensemble	ADJ
bracis-28411	229	6	learning	learning	NOUN
bracis-28411	229	7	to	to	PART
bracis-28411	229	8	prevent	prevent	VERB
bracis-28411	229	9	dengue	dengue	NOUN
bracis-28411	229	10	endemic	endemic	ADJ
bracis-28411	229	11	.	.	PUNCT
bracis-28411	230	1	biomedinformatics	biomedinformatic	NOUN
bracis-28411	230	2	2(3	2(3	NUM
bracis-28411	230	3	)	)	PUNCT
bracis-28411	230	4	,	,	PUNCT
bracis-28411	231	1	405–423	405–423	NUM
bracis-28411	231	2	(	(	PUNCT
bracis-28411	231	3	2022	2022	NUM
bracis-28411	231	4	)	)	PUNCT
bracis-28411	231	5	article	article	NOUN
bracis-28411	231	6	  	  	SPACE
bracis-28411	231	7	google	google	PROPN
bracis-28411	231	8	scholar	scholar	NOUN
bracis-28411	231	9	  	  	SPACE
bracis-28411	231	10	ieee	ieee	NOUN
bracis-28411	231	11	std	std	NOUN
bracis-28411	231	12	2801–2022	2801–2022	NOUN
bracis-28411	231	13	.	.	PUNCT
bracis-28411	232	1	ieee	ieee	NOUN
bracis-28411	232	2	recommended	recommend	VERB
bracis-28411	232	3	practice	practice	NOUN
bracis-28411	232	4	for	for	ADP
bracis-28411	232	5	the	the	DET
bracis-28411	232	6	quality	quality	NOUN
bracis-28411	232	7	management	management	NOUN
bracis-28411	232	8	of	of	ADP
bracis-28411	232	9	datasets	dataset	NOUN
bracis-28411	232	10	for	for	ADP
bracis-28411	232	11	medical	medical	ADJ
bracis-28411	232	12	artificial	artificial	ADJ
bracis-28411	232	13	intelligence	intelligence	NOUN
bracis-28411	232	14	.	.	PUNCT
bracis-28411	233	1	ieee	ieee	NOUN
bracis-28411	233	2	(	(	PUNCT
bracis-28411	233	3	2022	2022	NUM
bracis-28411	233	4	)	)	PUNCT
bracis-28411	233	5	google	google	NOUN
bracis-28411	233	6	scholar	scholar	NOUN
bracis-28411	233	7	  	  	SPACE
bracis-28411	233	8	iso	iso	NOUN
bracis-28411	233	9	/	/	SYM
bracis-28411	233	10	iec	iec	PROPN
bracis-28411	233	11	4213	4213	NUM
bracis-28411	233	12	.	.	PUNCT
bracis-28411	234	1	information	information	NOUN
bracis-28411	234	2	technology	technology	NOUN
bracis-28411	234	3	—	—	PUNCT
bracis-28411	234	4	artificial	artificial	ADJ
bracis-28411	234	5	intelligence	intelligence	NOUN
bracis-28411	234	6	—	—	PUNCT
bracis-28411	234	7	assessment	assessment	NOUN
bracis-28411	234	8	of	of	ADP
bracis-28411	234	9	machine	machine	NOUN
bracis-28411	234	10	learning	learn	VERB
bracis-28411	234	11	classification	classification	NOUN
bracis-28411	234	12	performance	performance	NOUN
bracis-28411	234	13	.	.	PUNCT
bracis-28411	235	1	iso	iso	NOUN
bracis-28411	235	2	/	/	SYM
bracis-28411	235	3	iec	iec	PROPN
bracis-28411	235	4	(	(	PUNCT
bracis-28411	235	5	2022	2022	NUM
bracis-28411	235	6	)	)	PUNCT
bracis-28411	235	7	google	google	PROPN
bracis-28411	235	8	scholar	scholar	NOUN
bracis-28411	235	9	  	  	SPACE
bracis-28411	235	10	kularatne	kularatne	PROPN
bracis-28411	235	11	,	,	PUNCT
bracis-28411	235	12	s.a	s.a	PROPN
bracis-28411	235	13	.	.	PROPN
bracis-28411	235	14	:	:	PUNCT
bracis-28411	236	1	dengue	dengue	NOUN
bracis-28411	236	2	fever	fever	NOUN
bracis-28411	236	3	.	.	PUNCT
bracis-28411	237	1	bmj	bmj	PROPN
bracis-28411	237	2	(	(	PUNCT
bracis-28411	237	3	clin	clin	PROPN
bracis-28411	237	4	.	.	PUNCT
bracis-28411	238	1	res	re	NOUN
bracis-28411	238	2	.	.	PUNCT
bracis-28411	239	1	ed	ed	NOUN
bracis-28411	239	2	.	.	PUNCT
bracis-28411	239	3	)	)	PUNCT
bracis-28411	240	1	351	351	NUM
bracis-28411	240	2	,	,	PUNCT
bracis-28411	240	3	h4661	h4661	PROPN
bracis-28411	240	4	(	(	PUNCT
bracis-28411	240	5	2015	2015	NUM
bracis-28411	240	6	)	)	PUNCT
bracis-28411	240	7	google	google	PROPN
bracis-28411	240	8	scholar	scholar	NOUN
bracis-28411	240	9	  	  	SPACE
bracis-28411	240	10	liu	liu	PROPN
bracis-28411	240	11	,	,	PUNCT
bracis-28411	240	12	r.	r.	PROPN
bracis-28411	240	13	:	:	PUNCT
bracis-28411	240	14	higher	high	ADJ
bracis-28411	240	15	accuracy	accuracy	NOUN
bracis-28411	240	16	on	on	ADP
bracis-28411	240	17	vision	vision	NOUN
bracis-28411	240	18	models	model	NOUN
bracis-28411	240	19	with	with	ADP
bracis-28411	240	20	efficientnet	efficientnet	NOUN
bracis-28411	240	21	-	-	PUNCT
bracis-28411	240	22	lite	lite	NOUN
bracis-28411	240	23	.	.	PUNCT
bracis-28411	241	1	https://blog.tensorflow.org/2020/03/higher-accuracy-on-vision-models-with-efficientnet-lite.html	https://blog.tensorflow.org/2020/03/higher-accuracy-on-vision-models-with-efficientnet-lite.html	PROPN
bracis-28411	241	2	.	.	PUNCT
bracis-28411	242	1	accessed	access	VERB
bracis-28411	242	2	27	27	NUM
bracis-28411	242	3	apr	apr	NOUN
bracis-28411	242	4	2023	2023	NUM
bracis-28411	242	5	mathewson	mathewson	NOUN
bracis-28411	242	6	,	,	PUNCT
bracis-28411	242	7	k.w	k.w	PROPN
bracis-28411	242	8	.	.	PROPN
bracis-28411	242	9	:	:	PUNCT
bracis-28411	243	1	a	a	DET
bracis-28411	243	2	human	human	NOUN
bracis-28411	243	3	-	-	PUNCT
bracis-28411	243	4	centered	center	VERB
bracis-28411	243	5	approach	approach	NOUN
bracis-28411	243	6	to	to	ADP
bracis-28411	243	7	interactive	interactive	ADJ
bracis-28411	243	8	machine	machine	NOUN
bracis-28411	243	9	learning	learning	NOUN
bracis-28411	243	10	.	.	PUNCT
bracis-28411	244	1	arxiv:1905.06289v1	arxiv:1905.06289v1	PROPN
bracis-28411	245	1	[	[	X
bracis-28411	245	2	cs.hc	cs.hc	PROPN
bracis-28411	245	3	]	]	X
bracis-28411	245	4	(	(	PUNCT
bracis-28411	245	5	2019	2019	NUM
bracis-28411	245	6	)	)	PUNCT
bracis-28411	245	7	mitchell	mitchell	PROPN
bracis-28411	245	8	,	,	PUNCT
bracis-28411	245	9	t.m	t.m	PROPN
bracis-28411	245	10	.	.	PROPN
bracis-28411	245	11	:	:	PUNCT
bracis-28411	245	12	machine	machine	NOUN
bracis-28411	245	13	learning	learning	NOUN
bracis-28411	245	14	.	.	PUNCT
bracis-28411	246	1	mcgraw	mcgraw	PROPN
bracis-28411	246	2	-	-	PUNCT
bracis-28411	246	3	hill	hill	PROPN
bracis-28411	246	4	,	,	PUNCT
bracis-28411	246	5	new	new	PROPN
bracis-28411	246	6	york	york	PROPN
bracis-28411	246	7	(	(	PUNCT
bracis-28411	246	8	1997	1997	NUM
bracis-28411	246	9	)	)	PUNCT
bracis-28411	246	10	google	google	PROPN
bracis-28411	246	11	scholar	scholar	NOUN
bracis-28411	246	12	  	  	SPACE
bracis-28411	246	13	ministério	ministério	NOUN
bracis-28411	246	14	da	da	PROPN
bracis-28411	246	15	saúde	saúde	PROPN
bracis-28411	246	16	.	.	PUNCT
bracis-28411	247	1	boletim	boletim	ADJ
bracis-28411	247	2	epidemiológico	epidemiológico	NOUN
bracis-28411	247	3	(	(	PUNCT
bracis-28411	247	4	2023	2023	NUM
bracis-28411	247	5	)	)	PUNCT
bracis-28411	247	6	google	google	PROPN
bracis-28411	247	7	scholar	scholar	NOUN
bracis-28411	247	8	  	  	SPACE
bracis-28411	247	9	munoz	munoz	PROPN
bracis-28411	247	10	,	,	PUNCT
bracis-28411	247	11	j.	j.	PROPN
bracis-28411	247	12	,	,	PUNCT
bracis-28411	247	13	et	et	PROPN
bracis-28411	247	14	al	al	PROPN
bracis-28411	247	15	.	.	PUNCT
bracis-28411	247	16	:	:	PUNCT
bracis-28411	247	17	image	image	NOUN
bracis-28411	247	18	recognition	recognition	NOUN
bracis-28411	247	19	of	of	ADP
bracis-28411	247	20	disease	disease	NOUN
bracis-28411	247	21	-	-	PUNCT
bracis-28411	247	22	carrying	carry	VERB
bracis-28411	247	23	insects	insect	NOUN
bracis-28411	247	24	:	:	PUNCT
bracis-28411	247	25	a	a	DET
bracis-28411	247	26	system	system	NOUN
bracis-28411	247	27	for	for	ADP
bracis-28411	247	28	combating	combat	VERB
bracis-28411	247	29	infectious	infectious	ADJ
bracis-28411	247	30	diseases	disease	NOUN
bracis-28411	247	31	using	use	VERB
bracis-28411	247	32	image	image	NOUN
bracis-28411	247	33	classification	classification	NOUN
bracis-28411	247	34	techniques	technique	NOUN
bracis-28411	247	35	and	and	CCONJ
bracis-28411	247	36	citizen	citizen	NOUN
bracis-28411	247	37	science	science	NOUN
bracis-28411	247	38	.	.	PUNCT
bracis-28411	248	1	in	in	ADP
bracis-28411	248	2	:	:	PUNCT
bracis-28411	248	3	51st	51st	ADJ
bracis-28411	248	4	hawaii	hawaii	PROPN
bracis-28411	248	5	international	international	ADJ
bracis-28411	248	6	conference	conference	NOUN
bracis-28411	248	7	on	on	ADP
bracis-28411	248	8	system	system	NOUN
bracis-28411	248	9	sciences	science	NOUN
bracis-28411	248	10	(	(	PUNCT
bracis-28411	248	11	hicss	hicss	ADJ
bracis-28411	248	12	)	)	PUNCT
bracis-28411	248	13	,	,	PUNCT
bracis-28411	248	14	pp	pp	PROPN
bracis-28411	248	15	.	.	PUNCT
bracis-28411	249	1	3594–3603	3594–3603	NUM
bracis-28411	249	2	(	(	PUNCT
bracis-28411	249	3	2018	2018	NUM
bracis-28411	249	4	)	)	PUNCT
bracis-28411	249	5	google	google	PROPN
bracis-28411	249	6	scholar	scholar	NOUN
bracis-28411	249	7	  	  	SPACE
bracis-28411	249	8	petersen	petersen	PROPN
bracis-28411	249	9	,	,	PUNCT
bracis-28411	249	10	k.	k.	PROPN
bracis-28411	249	11	,	,	PUNCT
bracis-28411	249	12	et	et	PROPN
bracis-28411	249	13	al	al	PROPN
bracis-28411	249	14	.	.	PUNCT
bracis-28411	249	15	:	:	PUNCT
bracis-28411	250	1	systematic	systematic	ADJ
bracis-28411	250	2	mapping	mapping	NOUN
bracis-28411	250	3	studies	study	NOUN
bracis-28411	250	4	in	in	ADP
bracis-28411	250	5	software	software	NOUN
bracis-28411	250	6	engineering	engineering	NOUN
bracis-28411	250	7	.	.	PUNCT
bracis-28411	251	1	in	in	ADP
bracis-28411	251	2	:	:	PUNCT
bracis-28411	251	3	proceedings	proceeding	NOUN
bracis-28411	251	4	of	of	ADP
bracis-28411	251	5	the	the	DET
bracis-28411	251	6	12th	12th	ADJ
bracis-28411	251	7	international	international	ADJ
bracis-28411	251	8	conference	conference	NOUN
bracis-28411	251	9	on	on	ADP
bracis-28411	251	10	evaluation	evaluation	NOUN
bracis-28411	251	11	and	and	CCONJ
bracis-28411	251	12	assessment	assessment	NOUN
bracis-28411	251	13	in	in	ADP
bracis-28411	251	14	software	software	NOUN
bracis-28411	251	15	engineering	engineering	NOUN
bracis-28411	251	16	,	,	PUNCT
bracis-28411	251	17	bari	bari	NOUN
bracis-28411	251	18	,	,	PUNCT
bracis-28411	251	19	italy	italy	PROPN
bracis-28411	251	20	,	,	PUNCT
bracis-28411	251	21	pp	pp	X
bracis-28411	251	22	.	.	PUNCT
bracis-28411	252	1	68–77	68–77	NUM
bracis-28411	252	2	(	(	PUNCT
bracis-28411	252	3	2008	2008	NUM
bracis-28411	252	4	)	)	PUNCT
bracis-28411	252	5	google	google	PROPN
bracis-28411	252	6	scholar	scholar	NOUN
bracis-28411	252	7	  	  	SPACE
bracis-28411	252	8	rajasekhar	rajasekhar	PROPN
bracis-28411	252	9	,	,	PUNCT
bracis-28411	252	10	v.	v.	ADV
bracis-28411	252	11	,	,	PUNCT
bracis-28411	252	12	et	et	PROPN
bracis-28411	252	13	al	al	PROPN
bracis-28411	252	14	.	.	PROPN
bracis-28411	252	15	:	:	PUNCT
bracis-28411	252	16	identifying	identify	VERB
bracis-28411	252	17	anopheles	anophele	NOUN
bracis-28411	252	18	/	/	SYM
bracis-28411	252	19	non	non	ADJ
bracis-28411	252	20	-	-	ADJ
bracis-28411	252	21	anopheles	anophele	NOUN
bracis-28411	252	22	larvae	larvae	VERB
bracis-28411	252	23	with	with	ADP
bracis-28411	252	24	ai	ai	PROPN
bracis-28411	252	25	implications	implication	NOUN
bracis-28411	252	26	.	.	PUNCT
bracis-28411	253	1	in	in	ADP
bracis-28411	253	2	:	:	PUNCT
bracis-28411	253	3	nasa	nasa	PROPN
bracis-28411	253	4	sees	see	VERB
bracis-28411	253	5	mosquito	mosquito	PROPN
bracis-28411	253	6	mapper	mapper	PROPN
bracis-28411	253	7	virtual	virtual	ADJ
bracis-28411	253	8	internship	internship	NOUN
bracis-28411	253	9	science	science	NOUN
bracis-28411	253	10	fair	fair	ADJ
bracis-28411	253	11	,	,	PUNCT
bracis-28411	253	12	student	student	NOUN
bracis-28411	253	13	research	research	NOUN
bracis-28411	253	14	reports	report	NOUN
bracis-28411	253	15	(	(	PUNCT
bracis-28411	253	16	2021	2021	NUM
bracis-28411	253	17	)	)	PUNCT
bracis-28411	253	18	.	.	PUNCT
bracis-28411	254	1	https://www.globe.gov/do-globe/research-resources/student-research-reports/-/projectdetail/10157/identifying-anopheles-non-anopheles-larvae-with-ai-implications	https://www.globe.gov/do-globe/research-resources/student-research-reports/-/projectdetail/10157/identifying-anopheles-non-anopheles-larvae-with-ai-implications	PROPN
bracis-28411	254	2	ramos	ramos	PROPN
bracis-28411	254	3	,	,	PUNCT
bracis-28411	254	4	g.	g.	PROPN
bracis-28411	254	5	,	,	PUNCT
bracis-28411	254	6	meek	meek	ADJ
bracis-28411	254	7	,	,	PUNCT
bracis-28411	254	8	c.	c.	PROPN
bracis-28411	254	9	,	,	PUNCT
bracis-28411	254	10	simard	simard	PROPN
bracis-28411	254	11	,	,	PUNCT
bracis-28411	254	12	p.	p.	PROPN
bracis-28411	254	13	,	,	PUNCT
bracis-28411	254	14	suh	suh	PROPN
bracis-28411	254	15	,	,	PUNCT
bracis-28411	254	16	j.	j.	PROPN
bracis-28411	254	17	,	,	PUNCT
bracis-28411	254	18	ghorashi	ghorashi	PROPN
bracis-28411	254	19	,	,	PUNCT
bracis-28411	254	20	s.	s.	PROPN
bracis-28411	254	21	:	:	PUNCT
bracis-28411	254	22	interactive	interactive	ADJ
bracis-28411	254	23	machine	machine	NOUN
bracis-28411	254	24	teaching	teaching	NOUN
bracis-28411	254	25	:	:	PUNCT
bracis-28411	254	26	a	a	DET
bracis-28411	254	27	human	human	NOUN
bracis-28411	254	28	-	-	PUNCT
bracis-28411	254	29	centered	center	VERB
bracis-28411	254	30	approach	approach	NOUN
bracis-28411	254	31	to	to	ADP
bracis-28411	254	32	building	build	VERB
bracis-28411	254	33	machine	machine	NOUN
bracis-28411	254	34	-	-	PUNCT
bracis-28411	254	35	learned	learn	VERB
bracis-28411	254	36	models	model	NOUN
bracis-28411	254	37	.	.	PUNCT
bracis-28411	255	1	hum.-comput	hum.-comput	X
bracis-28411	255	2	.	.	PUNCT
bracis-28411	256	1	interact	interact	VERB
bracis-28411	256	2	.	.	PUNCT
bracis-28411	257	1	35(5	35(5	NUM
bracis-28411	257	2	-	-	SYM
bracis-28411	257	3	6	6	NUM
bracis-28411	257	4	)	)	PUNCT
bracis-28411	257	5	,	,	PUNCT
bracis-28411	257	6	413–451	413–451	NUM
bracis-28411	257	7	(	(	PUNCT
bracis-28411	257	8	2020	2020	NUM
bracis-28411	257	9	)	)	PUNCT
bracis-28411	257	10	.	.	PUNCT
bracis-28411	258	1	https://www.microsoft.com/en-us/research/uploads/prod/2020/05/interactive_machine_teaching__free_access_.pdf	https://www.microsoft.com/en-us/research/uploads/prod/2020/05/interactive_machine_teaching__free_access_.pdf	PROPN
bracis-28411	258	2	sanchez	sanchez	PROPN
bracis-28411	258	3	-	-	PUNCT
bracis-28411	258	4	ortiz	ortiz	PROPN
bracis-28411	258	5	,	,	PUNCT
bracis-28411	258	6	a.	a.	PROPN
bracis-28411	258	7	,	,	PUNCT
bracis-28411	258	8	et	et	PROPN
bracis-28411	258	9	al	al	PROPN
bracis-28411	258	10	.	.	PROPN
bracis-28411	258	11	:	:	PUNCT
bracis-28411	259	1	mosquito	mosquito	ADJ
bracis-28411	259	2	larva	larva	NOUN
bracis-28411	259	3	classification	classification	NOUN
bracis-28411	259	4	method	method	NOUN
bracis-28411	259	5	based	base	VERB
bracis-28411	259	6	on	on	ADP
bracis-28411	259	7	convolutional	convolutional	ADJ
bracis-28411	259	8	neural	neural	ADJ
bracis-28411	259	9	networks	network	NOUN
bracis-28411	259	10	.	.	PUNCT
bracis-28411	260	1	in	in	ADP
bracis-28411	260	2	:	:	PUNCT
bracis-28411	260	3	2017	2017	NUM
bracis-28411	260	4	international	international	ADJ
bracis-28411	260	5	conference	conference	NOUN
bracis-28411	260	6	on	on	ADP
bracis-28411	260	7	electronics	electronic	NOUN
bracis-28411	260	8	,	,	PUNCT
bracis-28411	260	9	communications	communication	NOUN
bracis-28411	260	10	and	and	CCONJ
bracis-28411	260	11	computers	computer	NOUN
bracis-28411	260	12	,	,	PUNCT
bracis-28411	260	13	pp	pp	ADV
bracis-28411	260	14	.	.	PUNCT
bracis-28411	261	1	1–6	1–6	NUM
bracis-28411	261	2	(	(	PUNCT
bracis-28411	261	3	2017	2017	NUM
bracis-28411	261	4	)	)	PUNCT
bracis-28411	261	5	google	google	PROPN
bracis-28411	261	6	scholar	scholar	NOUN
bracis-28411	261	7	  	  	SPACE
bracis-28411	261	8	surya	surya	PROPN
bracis-28411	261	9	,	,	PUNCT
bracis-28411	261	10	a.	a.	NOUN
bracis-28411	261	11	,	,	PUNCT
bracis-28411	261	12	peral	peral	NOUN
bracis-28411	261	13	,	,	PUNCT
bracis-28411	261	14	d.	d.	PROPN
bracis-28411	261	15	,	,	PUNCT
bracis-28411	261	16	vanloon	vanloon	PROPN
bracis-28411	261	17	,	,	PUNCT
bracis-28411	261	18	a.	a.	PROPN
bracis-28411	261	19	,	,	PUNCT
bracis-28411	261	20	rajesh	rajesh	PROPN
bracis-28411	261	21	,	,	PUNCT
bracis-28411	261	22	a.	a.	NOUN
bracis-28411	261	23	:	:	PUNCT
bracis-28411	261	24	a	a	DET
bracis-28411	261	25	mosquito	mosquito	NOUN
bracis-28411	261	26	is	be	AUX
bracis-28411	261	27	worth	worth	ADJ
bracis-28411	261	28	16×16	16×16	NUM
bracis-28411	261	29	larvae	larvae	NOUN
bracis-28411	261	30	:	:	PUNCT
bracis-28411	261	31	evaluation	evaluation	NOUN
bracis-28411	261	32	of	of	ADP
bracis-28411	261	33	deep	deep	ADJ
bracis-28411	261	34	learning	learning	NOUN
bracis-28411	261	35	architectures	architecture	NOUN
bracis-28411	261	36	for	for	ADP
bracis-28411	261	37	mosquito	mosquito	ADJ
bracis-28411	261	38	larvae	larvae	NOUN
bracis-28411	261	39	classification	classification	NOUN
bracis-28411	261	40	.	.	PUNCT
bracis-28411	262	1	arxiv:2209.07718	arxiv:2209.07718	PRON
bracis-28411	262	2	(	(	PUNCT
bracis-28411	262	3	2022	2022	NUM
bracis-28411	262	4	)	)	PUNCT
bracis-28411	262	5	tan	tan	PROPN
bracis-28411	262	6	,	,	PUNCT
bracis-28411	262	7	m.	m.	NOUN
bracis-28411	262	8	,	,	PUNCT
bracis-28411	262	9	le	le	X
bracis-28411	262	10	,	,	PUNCT
bracis-28411	262	11	q.v	q.v	PROPN
bracis-28411	262	12	.	.	PROPN
bracis-28411	262	13	:	:	PUNCT
bracis-28411	262	14	efficientnet	efficientnet	NOUN
bracis-28411	262	15	:	:	PUNCT
bracis-28411	262	16	rethinking	rethink	VERB
bracis-28411	262	17	model	model	NOUN
bracis-28411	262	18	scaling	scale	VERB
bracis-28411	262	19	for	for	ADP
bracis-28411	262	20	convolutional	convolutional	ADJ
bracis-28411	262	21	neural	neural	ADJ
bracis-28411	262	22	networks	network	NOUN
bracis-28411	262	23	.	.	PUNCT
bracis-28411	263	1	in	in	ADP
bracis-28411	263	2	:	:	PUNCT
bracis-28411	263	3	proceedings	proceeding	NOUN
bracis-28411	263	4	of	of	ADP
bracis-28411	263	5	the	the	DET
bracis-28411	263	6	36th	36th	ADJ
bracis-28411	263	7	international	international	ADJ
bracis-28411	263	8	conference	conference	NOUN
bracis-28411	263	9	on	on	ADP
bracis-28411	263	10	machine	machine	NOUN
bracis-28411	263	11	learning	learning	NOUN
bracis-28411	263	12	,	,	PUNCT
bracis-28411	263	13	pp	pp	ADP
bracis-28411	263	14	.	.	PUNCT
bracis-28411	263	15	6105–6114	6105–6114	NOUN
bracis-28411	263	16	.	.	PUNCT
bracis-28411	264	1	pmlr	pmlr	NOUN
bracis-28411	264	2	(	(	PUNCT
bracis-28411	264	3	2019	2019	NUM
bracis-28411	264	4	)	)	PUNCT
bracis-28411	264	5	google	google	NOUN
bracis-28411	264	6	scholar	scholar	NOUN
bracis-28411	264	7	  	  	SPACE
bracis-28411	264	8	utep	utep	NOUN
bracis-28411	264	9	.	.	PUNCT
bracis-28411	265	1	university	university	NOUN
bracis-28411	265	2	of	of	ADP
bracis-28411	265	3	texas	texas	PROPN
bracis-28411	265	4	at	at	ADP
bracis-28411	265	5	el	el	PROPN
bracis-28411	265	6	paso	paso	PROPN
bracis-28411	265	7	,	,	PUNCT
bracis-28411	265	8	laboratory	laboratory	NOUN
bracis-28411	265	9	for	for	ADP
bracis-28411	265	10	environmental	environmental	ADJ
bracis-28411	265	11	biology	biology	NOUN
bracis-28411	265	12	centennial	centennial	PROPN
bracis-28411	265	13	museum	museum	PROPN
bracis-28411	265	14	team	team	PROPN
bracis-28411	265	15	mosquito	mosquito	PROPN
bracis-28411	265	16	:	:	PUNCT
bracis-28411	265	17	larvae	larvae	NOUN
bracis-28411	265	18	identification	identification	NOUN
bracis-28411	265	19	guide	guide	NOUN
bracis-28411	265	20	(	(	PUNCT
bracis-28411	265	21	2004	2004	NUM
bracis-28411	265	22	)	)	PUNCT
bracis-28411	265	23	.	.	PUNCT
bracis-28411	266	1	https://www.utep.edu/leb/mosquito/larvaeid.pdf	https://www.utep.edu/leb/mosquito/larvaeid.pdf	PROPN
bracis-28411	266	2	world	world	PROPN
bracis-28411	266	3	health	health	NOUN
bracis-28411	266	4	organization	organization	NOUN
bracis-28411	266	5	:	:	PUNCT
bracis-28411	266	6	geographical	geographical	ADJ
bracis-28411	266	7	expansion	expansion	NOUN
bracis-28411	266	8	of	of	ADP
bracis-28411	266	9	cases	case	NOUN
bracis-28411	266	10	of	of	ADP
bracis-28411	266	11	dengue	dengue	NOUN
bracis-28411	266	12	and	and	CCONJ
bracis-28411	266	13	chikungunya	chikungunya	NOUN
bracis-28411	266	14	beyond	beyond	ADP
bracis-28411	266	15	the	the	DET
bracis-28411	266	16	historical	historical	ADJ
bracis-28411	266	17	areas	area	NOUN
bracis-28411	266	18	of	of	ADP
bracis-28411	266	19	transmission	transmission	NOUN
bracis-28411	266	20	in	in	ADP
bracis-28411	266	21	the	the	DET
bracis-28411	266	22	region	region	NOUN
bracis-28411	266	23	of	of	ADP
bracis-28411	266	24	the	the	DET
bracis-28411	266	25	americas	america	NOUN
bracis-28411	266	26	.	.	PUNCT
bracis-28411	267	1	in	in	ADP
bracis-28411	267	2	:	:	PUNCT
bracis-28411	267	3	disease	disease	NOUN
bracis-28411	267	4	outbreak	outbreak	PROPN
bracis-28411	267	5	news	news	PROPN
bracis-28411	267	6	(	(	PUNCT
bracis-28411	267	7	2023	2023	NUM
bracis-28411	267	8	)	)	PUNCT
bracis-28411	267	9	.	.	PUNCT
bracis-28411	268	1	https://www.who.int/emergencies/disease-outbreak-news	https://www.who.int/emergencies/disease-outbreak-news	PROPN
bracis-28411	268	2	download	download	NOUN
bracis-28411	268	3	references	reference	NOUN
bracis-28411	268	4	acknowledgments	acknowledgment	NOUN
bracis-28411	268	5	this	this	DET
bracis-28411	268	6	work	work	NOUN
bracis-28411	268	7	was	be	AUX
bracis-28411	268	8	supported	support	VERB
bracis-28411	268	9	by	by	ADP
bracis-28411	268	10	the	the	DET
bracis-28411	268	11	cnpq	cnpq	NOUN
bracis-28411	268	12	(	(	PUNCT
bracis-28411	268	13	national	national	PROPN
bracis-28411	268	14	council	council	NOUN
bracis-28411	268	15	for	for	ADP
bracis-28411	268	16	scientific	scientific	ADJ
bracis-28411	268	17	and	and	CCONJ
bracis-28411	268	18	technological	technological	ADJ
bracis-28411	268	19	development	development	NOUN
bracis-28411	268	20	)	)	PUNCT
bracis-28411	268	21	,	,	PUNCT
bracis-28411	268	22	a	a	DET
bracis-28411	268	23	brazilian	brazilian	ADJ
bracis-28411	268	24	government	government	NOUN
bracis-28411	268	25	entity	entity	NOUN
bracis-28411	268	26	focused	focus	VERB
bracis-28411	268	27	on	on	ADP
bracis-28411	268	28	scientific	scientific	ADJ
bracis-28411	268	29	and	and	CCONJ
bracis-28411	268	30	technological	technological	ADJ
bracis-28411	268	31	development	development	NOUN
bracis-28411	268	32	.	.	PUNCT
bracis-28411	269	1	author	author	NOUN
bracis-28411	269	2	information	information	NOUN
bracis-28411	269	3	authors	author	NOUN
bracis-28411	269	4	and	and	CCONJ
bracis-28411	269	5	affiliations	affiliation	NOUN
bracis-28411	269	6	department	department	PROPN
bracis-28411	269	7	of	of	ADP
bracis-28411	269	8	informatics	informatic	NOUN
bracis-28411	269	9	and	and	CCONJ
bracis-28411	269	10	statistics	statistic	NOUN
bracis-28411	269	11	,	,	PUNCT
bracis-28411	269	12	federal	federal	ADJ
bracis-28411	269	13	university	university	PROPN
bracis-28411	269	14	of	of	ADP
bracis-28411	269	15	santa	santa	PROPN
bracis-28411	269	16	catarina	catarina	PROPN
bracis-28411	269	17	,	,	PUNCT
bracis-28411	269	18	florianópolis	florianópolis	PROPN
bracis-28411	269	19	,	,	PUNCT
bracis-28411	269	20	sc	sc	PROPN
bracis-28411	269	21	,	,	PUNCT
bracis-28411	269	22	88040	88040	NUM
bracis-28411	269	23	-	-	SYM
bracis-28411	269	24	900	900	NUM
bracis-28411	269	25	,	,	PUNCT
bracis-28411	269	26	brazil	brazil	PROPN
bracis-28411	269	27	ramon	ramon	PROPN
bracis-28411	269	28	mayor	mayor	PROPN
bracis-28411	269	29	martins	martin	NOUN
bracis-28411	269	30	,	,	PUNCT
bracis-28411	269	31	 	 	SPACE
bracis-28411	269	32	bruno	bruno	PROPN
bracis-28411	269	33	manarin	manarin	PROPN
bracis-28411	269	34	espíndola	espíndola	PROPN
bracis-28411	269	35	,	,	PUNCT
bracis-28411	269	36	 	 	SPACE
bracis-28411	269	37	pedro	pedro	PROPN
bracis-28411	269	38	philippi	philippi	PROPN
bracis-28411	269	39	araujo	araujo	PROPN
bracis-28411	269	40	 	 	SPACE
bracis-28411	269	41	&	&	CCONJ
bracis-28411	269	42	 	 	SPACE
bracis-28411	269	43	christiane	christiane	PROPN
bracis-28411	269	44	gresse	gresse	PROPN
bracis-28411	269	45	von	von	PROPN
bracis-28411	269	46	wangenheim	wangenheim	PROPN
bracis-28411	269	47	department	department	PROPN
bracis-28411	269	48	of	of	ADP
bracis-28411	269	49	microbiology	microbiology	NOUN
bracis-28411	269	50	,	,	PUNCT
bracis-28411	269	51	immunology	immunology	NOUN
bracis-28411	269	52	and	and	CCONJ
bracis-28411	269	53	parasitology	parasitology	NOUN
bracis-28411	269	54	/	/	SYM
bracis-28411	269	55	center	center	NOUN
bracis-28411	269	56	for	for	ADP
bracis-28411	269	57	biological	biological	ADJ
bracis-28411	269	58	sciences	science	NOUN
bracis-28411	269	59	,	,	PUNCT
bracis-28411	269	60	federal	federal	ADJ
bracis-28411	269	61	university	university	PROPN
bracis-28411	269	62	of	of	ADP
bracis-28411	269	63	santa	santa	PROPN
bracis-28411	269	64	catarina	catarina	PROPN
bracis-28411	269	65	,	,	PUNCT
bracis-28411	269	66	florianópolis	florianópolis	PROPN
bracis-28411	269	67	,	,	PUNCT
bracis-28411	269	68	sc	sc	PROPN
bracis-28411	269	69	,	,	PUNCT
bracis-28411	269	70	88040	88040	NUM
bracis-28411	269	71	-	-	SYM
bracis-28411	269	72	900	900	NUM
bracis-28411	269	73	,	,	PUNCT
bracis-28411	269	74	brazil	brazil	PROPN
bracis-28411	269	75	carlos	carlos	PROPN
bracis-28411	269	76	josé	josé	PROPN
bracis-28411	269	77	de	de	PROPN
bracis-28411	269	78	carvalho	carvalho	PROPN
bracis-28411	269	79	pinto	pinto	NOUN
bracis-28411	269	80	coordination	coordination	NOUN
bracis-28411	269	81	of	of	ADP
bracis-28411	269	82	the	the	DET
bracis-28411	269	83	laboratory	laboratory	NOUN
bracis-28411	269	84	reference	reference	NOUN
bracis-28411	269	85	network	network	NOUN
bracis-28411	269	86	,	,	PUNCT
bracis-28411	269	87	santa	santa	PROPN
bracis-28411	269	88	catarina	catarina	PROPN
bracis-28411	269	89	,	,	PUNCT
bracis-28411	269	90	florianópolis	florianópolis	PROPN
bracis-28411	269	91	,	,	PUNCT
bracis-28411	269	92	sc	sc	PROPN
bracis-28411	269	93	,	,	PUNCT
bracis-28411	269	94	88010	88010	NUM
bracis-28411	269	95	-	-	SYM
bracis-28411	269	96	001	001	NUM
bracis-28411	269	97	,	,	PUNCT
bracis-28411	269	98	brazil	brazil	PROPN
bracis-28411	269	99	gisele	gisele	PROPN
bracis-28411	269	100	caminha	caminha	VERB
bracis-28411	269	101	authors	author	NOUN
bracis-28411	269	102	ramon	ramon	PROPN
bracis-28411	269	103	mayor	mayor	PROPN
bracis-28411	269	104	martinsview	martinsview	PROPN
bracis-28411	269	105	author	author	NOUN
bracis-28411	269	106	publications	publication	NOUN
bracis-28411	269	107	search	search	NOUN
bracis-28411	269	108	author	author	NOUN
bracis-28411	269	109	on	on	ADP
bracis-28411	269	110	:	:	PUNCT
bracis-28411	269	111	pubmed	pubmed	PROPN
bracis-28411	269	112	 	 	SPACE
bracis-28411	269	113	google	google	PROPN
bracis-28411	269	114	scholar	scholar	PROPN
bracis-28411	269	115	bruno	bruno	PROPN
bracis-28411	269	116	manarin	manarin	PROPN
bracis-28411	269	117	espíndolaview	espíndolaview	NOUN
bracis-28411	269	118	author	author	NOUN
bracis-28411	269	119	publications	publication	NOUN
bracis-28411	269	120	search	search	NOUN
bracis-28411	269	121	author	author	NOUN
bracis-28411	269	122	on	on	ADP
bracis-28411	269	123	:	:	PUNCT
bracis-28411	269	124	pubmed	pubmed	PROPN
bracis-28411	269	125	 	 	SPACE
bracis-28411	269	126	google	google	PROPN
bracis-28411	269	127	scholar	scholar	PROPN
bracis-28411	269	128	pedro	pedro	PROPN
bracis-28411	269	129	philippi	philippi	PROPN
bracis-28411	269	130	araujoview	araujoview	PROPN
bracis-28411	269	131	author	author	NOUN
bracis-28411	269	132	publications	publication	NOUN
bracis-28411	269	133	search	search	NOUN
bracis-28411	269	134	author	author	NOUN
bracis-28411	269	135	on	on	ADP
bracis-28411	269	136	:	:	PUNCT
bracis-28411	269	137	pubmed	pubmed	PROPN
bracis-28411	269	138	 	 	SPACE
bracis-28411	269	139	google	google	PROPN
bracis-28411	269	140	scholar	scholar	NOUN
bracis-28411	269	141	christiane	christiane	PROPN
bracis-28411	269	142	gresse	gresse	PROPN
bracis-28411	269	143	von	von	PROPN
bracis-28411	269	144	wangenheimview	wangenheimview	PROPN
bracis-28411	269	145	author	author	NOUN
bracis-28411	269	146	publications	publication	NOUN
bracis-28411	269	147	search	search	NOUN
bracis-28411	269	148	author	author	NOUN
bracis-28411	269	149	on	on	ADP
bracis-28411	269	150	:	:	PUNCT
bracis-28411	269	151	pubmed	pubmed	PROPN
bracis-28411	269	152	 	 	SPACE
bracis-28411	269	153	google	google	PROPN
bracis-28411	269	154	scholar	scholar	PROPN
bracis-28411	269	155	carlos	carlos	PROPN
bracis-28411	269	156	josé	josé	PROPN
bracis-28411	269	157	de	de	PROPN
bracis-28411	269	158	carvalho	carvalho	PROPN
bracis-28411	269	159	pintoview	pintoview	PROPN
bracis-28411	269	160	author	author	NOUN
bracis-28411	269	161	publications	publication	NOUN
bracis-28411	269	162	search	search	NOUN
bracis-28411	269	163	author	author	NOUN
bracis-28411	269	164	on	on	ADP
bracis-28411	269	165	:	:	PUNCT
bracis-28411	269	166	pubmed	pubmed	PROPN
bracis-28411	269	167	 	 	SPACE
bracis-28411	269	168	google	google	PROPN
bracis-28411	269	169	scholar	scholar	NOUN
bracis-28411	269	170	gisele	gisele	PROPN
bracis-28411	269	171	caminhaview	caminhaview	NOUN
bracis-28411	269	172	author	author	NOUN
bracis-28411	269	173	publications	publication	NOUN
bracis-28411	269	174	search	search	NOUN
bracis-28411	269	175	author	author	NOUN
bracis-28411	269	176	on	on	ADP
bracis-28411	269	177	:	:	PUNCT
bracis-28411	269	178	pubmed	pubmed	PROPN
bracis-28411	269	179	 	 	SPACE
bracis-28411	269	180	google	google	PROPN
bracis-28411	269	181	scholar	scholar	NOUN
bracis-28411	269	182	corresponding	correspond	VERB
bracis-28411	269	183	author	author	NOUN
bracis-28411	269	184	correspondence	correspondence	NOUN
bracis-28411	269	185	to	to	ADP
bracis-28411	269	186	ramon	ramon	PROPN
bracis-28411	269	187	mayor	mayor	PROPN
bracis-28411	269	188	martins	martin	NOUN
bracis-28411	269	189	.	.	PUNCT
bracis-28411	270	1	editor	editor	NOUN
bracis-28411	270	2	information	information	NOUN
bracis-28411	270	3	editors	editor	NOUN
bracis-28411	270	4	and	and	CCONJ
bracis-28411	270	5	affiliations	affiliation	NOUN
bracis-28411	270	6	federal	federal	PROPN
bracis-28411	270	7	university	university	PROPN
bracis-28411	270	8	of	of	ADP
bracis-28411	270	9	são	são	PROPN
bracis-28411	270	10	carlos	carlos	PROPN
bracis-28411	270	11	,	,	PUNCT
bracis-28411	270	12	são	são	PROPN
bracis-28411	270	13	carlos	carlos	PROPN
bracis-28411	270	14	,	,	PUNCT
bracis-28411	270	15	brazil	brazil	PROPN
bracis-28411	270	16	murilo	murilo	PROPN
bracis-28411	270	17	c.	c.	PROPN
bracis-28411	270	18	naldi	naldi	PROPN
bracis-28411	270	19	centro	centro	PROPN
bracis-28411	270	20	universitario	universitario	PROPN
bracis-28411	270	21	da	da	PROPN
bracis-28411	270	22	fei	fei	PROPN
bracis-28411	270	23	,	,	PUNCT
bracis-28411	270	24	são	são	PROPN
bracis-28411	270	25	bernardo	bernardo	PROPN
bracis-28411	270	26	do	do	AUX
bracis-28411	270	27	campo	campo	PROPN
bracis-28411	270	28	,	,	PUNCT
bracis-28411	270	29	brazil	brazil	PROPN
bracis-28411	270	30	reinaldo	reinaldo	PROPN
bracis-28411	270	31	a.	a.	PROPN
bracis-28411	270	32	c.	c.	PROPN
bracis-28411	270	33	bianchi	bianchi	PROPN
bracis-28411	270	34	rights	right	NOUN
bracis-28411	270	35	and	and	CCONJ
bracis-28411	270	36	permissions	permission	NOUN
bracis-28411	270	37	reprints	reprint	NOUN
bracis-28411	270	38	and	and	CCONJ
bracis-28411	270	39	permissions	permission	VERB
bracis-28411	270	40	copyright	copyright	NOUN
bracis-28411	270	41	information	information	NOUN
bracis-28411	270	42	©	©	ADP
bracis-28411	270	43	2023	2023	NUM
bracis-28411	270	44	the	the	DET
bracis-28411	270	45	author(s	author(s	NOUN
bracis-28411	270	46	)	)	PUNCT
bracis-28411	270	47	,	,	PUNCT
bracis-28411	270	48	under	under	ADP
bracis-28411	270	49	exclusive	exclusive	ADJ
bracis-28411	270	50	license	license	NOUN
bracis-28411	270	51	to	to	ADP
bracis-28411	270	52	springer	springer	NOUN
bracis-28411	270	53	nature	nature	PROPN
bracis-28411	270	54	switzerland	switzerland	PROPN
bracis-28411	270	55	ag	ag	PROPN
bracis-28411	270	56	about	about	ADP
bracis-28411	270	57	this	this	DET
bracis-28411	270	58	paper	paper	NOUN
bracis-28411	270	59	cite	cite	VERB
bracis-28411	270	60	this	this	DET
bracis-28411	270	61	paper	paper	NOUN
bracis-28411	270	62	martins	martin	NOUN
bracis-28411	270	63	,	,	PUNCT
bracis-28411	270	64	r.m	r.m	PROPN
bracis-28411	270	65	.	.	PROPN
bracis-28411	270	66	,	,	PUNCT
bracis-28411	270	67	espíndola	espíndola	PROPN
bracis-28411	270	68	,	,	PUNCT
bracis-28411	270	69	b.m	b.m	PROPN
bracis-28411	270	70	.	.	PROPN
bracis-28411	270	71	,	,	PUNCT
bracis-28411	270	72	araujo	araujo	PROPN
bracis-28411	270	73	,	,	PUNCT
bracis-28411	270	74	p.p	p.p	PROPN
bracis-28411	270	75	.	.	PROPN
bracis-28411	270	76	,	,	PUNCT
bracis-28411	270	77	von	von	PROPN
bracis-28411	270	78	wangenheim	wangenheim	PROPN
bracis-28411	270	79	,	,	PUNCT
bracis-28411	270	80	c.g	c.g	PROPN
bracis-28411	270	81	.	.	PROPN
bracis-28411	270	82	,	,	PUNCT
bracis-28411	270	83	de	de	PROPN
bracis-28411	270	84	carvalho	carvalho	PROPN
bracis-28411	270	85	pinto	pinto	PROPN
bracis-28411	270	86	,	,	PUNCT
bracis-28411	270	87	c.j	c.j	PROPN
bracis-28411	270	88	.	.	PROPN
bracis-28411	270	89	,	,	PUNCT
bracis-28411	270	90	caminha	caminha	NOUN
bracis-28411	270	91	,	,	PUNCT
bracis-28411	270	92	g.	g.	PROPN
bracis-28411	270	93	(	(	PUNCT
bracis-28411	270	94	2023	2023	NUM
bracis-28411	270	95	)	)	PUNCT
bracis-28411	270	96	.	.	PUNCT
bracis-28411	271	1	development	development	NOUN
bracis-28411	271	2	of	of	ADP
bracis-28411	271	3	a	a	DET
bracis-28411	271	4	deep	deep	ADJ
bracis-28411	271	5	learning	learning	NOUN
bracis-28411	271	6	model	model	NOUN
bracis-28411	271	7	for	for	ADP
bracis-28411	271	8	the	the	DET
bracis-28411	271	9	classification	classification	NOUN
bracis-28411	271	10	of	of	ADP
bracis-28411	271	11	mosquito	mosquito	ADJ
bracis-28411	271	12	larvae	larvae	NOUN
bracis-28411	271	13	images	image	NOUN
bracis-28411	271	14	.	.	PUNCT
bracis-28411	272	1	in	in	ADP
bracis-28411	272	2	:	:	PUNCT
bracis-28411	272	3	naldi	naldi	PROPN
bracis-28411	272	4	,	,	PUNCT
bracis-28411	272	5	m.c	m.c	PROPN
bracis-28411	272	6	.	.	PROPN
bracis-28411	272	7	,	,	PUNCT
bracis-28411	272	8	bianchi	bianchi	PROPN
bracis-28411	272	9	,	,	PUNCT
bracis-28411	272	10	r.a.c	r.a.c	ADP
bracis-28411	272	11	.	.	PUNCT
bracis-28411	272	12	(	(	PUNCT
bracis-28411	272	13	eds	ed	NOUN
bracis-28411	272	14	)	)	PUNCT
bracis-28411	272	15	intelligent	intelligent	ADJ
bracis-28411	272	16	systems	system	NOUN
bracis-28411	272	17	.	.	PUNCT
bracis-28411	273	1	bracis	bracis	PROPN
bracis-28411	273	2	2023	2023	NUM
bracis-28411	273	3	.	.	PUNCT
bracis-28411	274	1	lecture	lecture	NOUN
bracis-28411	274	2	notes	note	NOUN
bracis-28411	274	3	in	in	ADP
bracis-28411	274	4	computer	computer	NOUN
bracis-28411	274	5	science	science	NOUN
bracis-28411	274	6	(	(	PUNCT
bracis-28411	274	7	)	)	PUNCT
bracis-28411	274	8	,	,	PUNCT
bracis-28411	274	9	vol	vol	NOUN
bracis-28411	274	10	14197	14197	NUM
bracis-28411	274	11	.	.	PUNCT
bracis-28411	275	1	springer	springer	NOUN
bracis-28411	275	2	,	,	PUNCT
bracis-28411	275	3	cham	cham	PROPN
bracis-28411	275	4	.	.	PUNCT
bracis-28411	276	1	https://doi.org/10.1007/978-3-031-45392-2_9	https://doi.org/10.1007/978-3-031-45392-2_9	ADJ
bracis-28411	276	2	download	download	NOUN
bracis-28411	276	3	citation	citation	NOUN
bracis-28411	276	4	.ris	.ris	PUNCT
bracis-28411	276	5	.enw	.enw	PROPN
bracis-28411	276	6	.bib	.bib	PUNCT
bracis-28411	277	1	doi	doi	PROPN
bracis-28411	277	2	:	:	PUNCT
bracis-28411	277	3	https://doi.org/10.1007/978-3-031-45392-2_9	https://doi.org/10.1007/978-3-031-45392-2_9	NOUN
bracis-28411	277	4	published	publish	VERB
bracis-28411	277	5	:	:	PUNCT
bracis-28411	277	6	12	12	NUM
bracis-28411	277	7	october	october	PROPN
bracis-28411	277	8	2023	2023	NUM
bracis-28411	277	9	publisher	publisher	NOUN
bracis-28411	277	10	name	name	NOUN
bracis-28411	277	11	:	:	PUNCT
bracis-28411	277	12	springer	springer	NOUN
bracis-28411	277	13	,	,	PUNCT
bracis-28411	277	14	cham	cham	PROPN
bracis-28411	277	15	print	print	PROPN
bracis-28411	277	16	isbn	isbn	PROPN
bracis-28411	277	17	:	:	PUNCT
bracis-28411	277	18	978	978	NUM
bracis-28411	277	19	-	-	SYM
bracis-28411	277	20	3	3	NUM
bracis-28411	277	21	-	-	PUNCT
bracis-28411	277	22	031	031	NUM
bracis-28411	277	23	-	-	PUNCT
bracis-28411	277	24	45391	45391	NUM
bracis-28411	277	25	-	-	SYM
bracis-28411	277	26	5	5	NUM
bracis-28411	277	27	online	online	ADJ
bracis-28411	277	28	isbn	isbn	NOUN
bracis-28411	277	29	:	:	PUNCT
bracis-28411	277	30	978	978	NUM
bracis-28411	277	31	-	-	SYM
bracis-28411	277	32	3	3	NUM
bracis-28411	277	33	-	-	PUNCT
bracis-28411	277	34	031	031	NUM
bracis-28411	277	35	-	-	PUNCT
bracis-28411	277	36	45392	45392	NUM
bracis-28411	277	37	-	-	SYM
bracis-28411	277	38	2	2	NUM
bracis-28411	277	39	ebook	ebook	NOUN
bracis-28411	277	40	packages	package	NOUN
bracis-28411	277	41	:	:	PUNCT
bracis-28411	277	42	computer	computer	NOUN
bracis-28411	277	43	sciencecomputer	sciencecomputer	NOUN
bracis-28411	277	44	science	science	NOUN
bracis-28411	277	45	(	(	PUNCT
bracis-28411	277	46	r0	r0	NOUN
bracis-28411	277	47	)	)	PUNCT
bracis-28411	277	48	share	share	VERB
bracis-28411	277	49	this	this	DET
bracis-28411	277	50	paper	paper	NOUN
bracis-28411	277	51	anyone	anyone	PRON
bracis-28411	277	52	you	you	PRON
bracis-28411	277	53	share	share	VERB
bracis-28411	277	54	the	the	DET
bracis-28411	277	55	following	follow	VERB
bracis-28411	277	56	link	link	NOUN
bracis-28411	277	57	with	with	ADP
bracis-28411	277	58	will	will	AUX
bracis-28411	277	59	be	be	AUX
bracis-28411	277	60	able	able	ADJ
bracis-28411	277	61	to	to	PART
bracis-28411	277	62	read	read	VERB
bracis-28411	277	63	this	this	DET
bracis-28411	277	64	content	content	NOUN
bracis-28411	277	65	:	:	PUNCT
bracis-28411	277	66	get	get	VERB
bracis-28411	277	67	shareable	shareable	ADJ
bracis-28411	277	68	linksorry	linksorry	NOUN
bracis-28411	277	69	,	,	PUNCT
bracis-28411	277	70	a	a	DET
bracis-28411	277	71	shareable	shareable	ADJ
bracis-28411	277	72	link	link	NOUN
bracis-28411	277	73	is	be	AUX
bracis-28411	277	74	not	not	PART
bracis-28411	277	75	currently	currently	ADV
bracis-28411	277	76	available	available	ADJ
bracis-28411	277	77	for	for	ADP
bracis-28411	277	78	this	this	DET
bracis-28411	277	79	article	article	NOUN
bracis-28411	277	80	.	.	PUNCT
bracis-28411	278	1	copy	copy	VERB
bracis-28411	278	2	shareable	shareable	ADJ
bracis-28411	278	3	link	link	NOUN
bracis-28411	278	4	to	to	PART
bracis-28411	278	5	clipboard	clipboard	NOUN
bracis-28411	278	6	provided	provide	VERB
bracis-28411	278	7	by	by	ADP
bracis-28411	278	8	the	the	DET
bracis-28411	278	9	springer	springer	NOUN
bracis-28411	278	10	nature	nature	PROPN
bracis-28411	278	11	sharedit	sharedit	PROPN
bracis-28411	278	12	content	content	NOUN
bracis-28411	278	13	-	-	PUNCT
bracis-28411	278	14	sharing	share	VERB
bracis-28411	278	15	initiative	initiative	NOUN
bracis-28411	278	16	keywords	keyword	NOUN
bracis-28411	278	17	aedes	aedes	PROPN
bracis-28411	278	18	aegypti	aegypti	VERB
bracis-28411	278	19	dengue	dengue	NOUN
bracis-28411	278	20	deep	deep	ADJ
bracis-28411	278	21	learning	learn	VERB
bracis-28411	278	22	image	image	NOUN
bracis-28411	278	23	classification	classification	NOUN
bracis-28411	278	24	publish	publish	NOUN
bracis-28411	278	25	with	with	ADP
bracis-28411	278	26	us	us	PROPN
bracis-28411	278	27	policies	policy	NOUN
bracis-28411	278	28	and	and	CCONJ
bracis-28411	278	29	ethics	ethic	NOUN
bracis-28411	278	30	profiles	profile	NOUN
bracis-28411	278	31	ramon	ramon	PROPN
bracis-28411	278	32	mayor	mayor	NOUN
bracis-28411	278	33	martins	martin	NOUN
bracis-28411	278	34	view	view	NOUN
bracis-28411	278	35	author	author	NOUN
bracis-28411	278	36	profile	profile	NOUN
bracis-28411	278	37	search	search	NOUN
bracis-28411	278	38	search	search	NOUN
bracis-28411	278	39	by	by	ADP
bracis-28411	278	40	keyword	keyword	NOUN
bracis-28411	278	41	or	or	CCONJ
bracis-28411	278	42	author	author	NOUN
bracis-28411	278	43	search	search	NOUN
bracis-28411	278	44	navigation	navigation	NOUN
bracis-28411	278	45	find	find	VERB
bracis-28411	278	46	a	a	DET
bracis-28411	278	47	journal	journal	NOUN
bracis-28411	278	48	publish	publish	VERB
bracis-28411	278	49	with	with	ADP
bracis-28411	278	50	us	we	PRON
bracis-28411	278	51	track	track	VERB
bracis-28411	278	52	your	your	PRON
bracis-28411	278	53	research	research	NOUN
bracis-28411	278	54	discover	discover	VERB
bracis-28411	278	55	content	content	NOUN
bracis-28411	278	56	journals	journal	NOUN
bracis-28411	278	57	a	a	DET
bracis-28411	278	58	-	-	PUNCT
bracis-28411	278	59	z	z	NOUN
bracis-28411	278	60	books	book	NOUN
bracis-28411	278	61	a	a	DET
bracis-28411	278	62	-	-	PUNCT
bracis-28411	278	63	z	z	NOUN
bracis-28411	278	64	publish	publish	NOUN
bracis-28411	278	65	with	with	ADP
bracis-28411	278	66	us	us	PROPN
bracis-28411	278	67	journal	journal	PROPN
bracis-28411	278	68	finder	finder	PROPN
bracis-28411	278	69	publish	publish	VERB
bracis-28411	278	70	your	your	PRON
bracis-28411	278	71	research	research	NOUN
bracis-28411	278	72	language	language	NOUN
bracis-28411	278	73	editing	edit	VERB
bracis-28411	278	74	open	open	ADJ
bracis-28411	278	75	access	access	NOUN
bracis-28411	278	76	publishing	publishing	NOUN
bracis-28411	278	77	products	product	NOUN
bracis-28411	278	78	and	and	CCONJ
bracis-28411	278	79	services	service	NOUN
bracis-28411	278	80	our	our	PRON
bracis-28411	278	81	products	product	NOUN
bracis-28411	278	82	librarians	librarian	VERB
bracis-28411	278	83	societies	society	NOUN
bracis-28411	278	84	partners	partner	NOUN
bracis-28411	278	85	and	and	CCONJ
bracis-28411	278	86	advertisers	advertiser	NOUN
bracis-28411	278	87	our	our	PRON
bracis-28411	278	88	brands	brand	NOUN
bracis-28411	278	89	springer	springer	NOUN
bracis-28411	278	90	nature	nature	PROPN
bracis-28411	278	91	portfolio	portfolio	PROPN
bracis-28411	278	92	bmc	bmc	PROPN
bracis-28411	278	93	palgrave	palgrave	PROPN
bracis-28411	278	94	macmillan	macmillan	PROPN
bracis-28411	278	95	apress	apress	PROPN
bracis-28411	278	96	discover	discover	VERB
bracis-28411	278	97	your	your	PRON
bracis-28411	278	98	privacy	privacy	NOUN
bracis-28411	278	99	choices	choice	NOUN
bracis-28411	278	100	/	/	SYM
bracis-28411	278	101	manage	manage	NOUN
bracis-28411	278	102	cookies	cookie	NOUN
bracis-28411	278	103	your	your	PRON
bracis-28411	278	104	us	us	PROPN
bracis-28411	279	1	state	state	NOUN
bracis-28411	279	2	privacy	privacy	NOUN
bracis-28411	279	3	rights	right	NOUN
bracis-28411	279	4	accessibility	accessibility	NOUN
bracis-28411	279	5	statement	statement	NOUN
bracis-28411	279	6	terms	term	NOUN
bracis-28411	279	7	and	and	CCONJ
bracis-28411	279	8	conditions	condition	NOUN
bracis-28411	279	9	privacy	privacy	NOUN
bracis-28411	279	10	policy	policy	NOUN
bracis-28411	279	11	help	help	NOUN
bracis-28411	279	12	and	and	CCONJ
bracis-28411	279	13	support	support	VERB
bracis-28411	279	14	legal	legal	ADJ
bracis-28411	279	15	notice	notice	NOUN
bracis-28411	279	16	cancel	cancel	VERB
bracis-28411	279	17	contracts	contract	NOUN
bracis-28411	279	18	here	here	ADV
bracis-28411	279	19	129.74.145.123	129.74.145.123	NUM
bracis-28411	279	20	hesburgh	hesburgh	PROPN
bracis-28411	279	21	library	library	PROPN
bracis-28411	279	22	er	er	INTJ
bracis-28411	279	23	unit	unit	NOUN
bracis-28411	279	24	(	(	PUNCT
bracis-28411	279	25	3005732405	3005732405	NUM
bracis-28411	279	26	)	)	PUNCT
bracis-28411	279	27	northeast	northeast	ADJ
bracis-28411	279	28	research	research	NOUN
bracis-28411	279	29	libraries	library	NOUN
bracis-28411	279	30	(	(	PUNCT
bracis-28411	279	31	nerl	nerl	PROPN
bracis-28411	279	32	)	)	PUNCT
bracis-28411	279	33	(	(	PUNCT
bracis-28411	279	34	8200828607	8200828607	NUM
bracis-28411	279	35	)	)	PUNCT
bracis-28411	279	36	nerl	nerl	VERB
bracis-28411	279	37	ta	ta	X
bracis-28411	279	38	account	account	NOUN
bracis-28411	279	39	(	(	PUNCT
bracis-28411	279	40	3006206169	3006206169	NUM
bracis-28411	279	41	)	)	PUNCT
bracis-28411	279	42	university	university	NOUN
bracis-28411	279	43	of	of	ADP
bracis-28411	279	44	notre	notre	PROPN
bracis-28411	279	45	dame	dame	PROPN
bracis-28411	279	46	hesburgh	hesburgh	PROPN
bracis-28411	279	47	library	library	NOUN
bracis-28411	279	48	(	(	PUNCT
bracis-28411	279	49	3000184373	3000184373	NUM
bracis-28411	279	50	)	)	PUNCT
bracis-28411	280	1	©	©	ADP
bracis-28411	280	2	2025	2025	NUM
bracis-28411	280	3	springer	springer	NOUN
bracis-28411	280	4	nature	nature	NOUN