id	sid	tid	token	lemma	pos
asir-56759	1	1	applied	apply	VERB
asir-56759	1	2	science	science	NOUN
asir-56759	1	3	and	and	CCONJ
asir-56759	1	4	innovative	innovative	ADJ
asir-56759	1	5	research	research	NOUN
asir-56759	1	6	issn	issn	VERB
asir-56759	1	7	2474	2474	NUM
asir-56759	1	8	-	-	SYM
asir-56759	1	9	4972	4972	NUM
asir-56759	1	10	(	(	PUNCT
asir-56759	1	11	print	print	NOUN
asir-56759	1	12	)	)	PUNCT
asir-56759	1	13	issn	issn	VERB
asir-56759	1	14	2474	2474	NUM
asir-56759	1	15	-	-	SYM
asir-56759	1	16	4980	4980	NUM
asir-56759	1	17	(	(	PUNCT
asir-56759	1	18	online	online	ADJ
asir-56759	1	19	)	)	PUNCT
asir-56759	1	20	vol	vol	NOUN
asir-56759	1	21	.	.	NOUN
asir-56759	2	1	9	9	NUM
asir-56759	2	2	,	,	PUNCT
asir-56759	2	3	no	no	INTJ
asir-56759	2	4	.	.	NOUN
asir-56759	2	5	4	4	NUM
asir-56759	2	6	,	,	PUNCT
asir-56759	2	7	2025	2025	NUM
asir-56759	2	8	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	VERB
asir-56759	2	9	73	73	NUM
asir-56759	2	10	original	original	ADJ
asir-56759	2	11	paper	paper	NOUN
asir-56759	2	12	intelligent	intelligent	ADJ
asir-56759	2	13	monitoring	monitoring	NOUN
asir-56759	2	14	of	of	ADP
asir-56759	2	15	individual	individual	ADJ
asir-56759	2	16	nest	nest	NOUN
asir-56759	2	17	-	-	PUNCT
asir-56759	2	18	building	build	VERB
asir-56759	2	19	behavior	behavior	NOUN
asir-56759	2	20	in	in	ADP
asir-56759	2	21	group	group	NOUN
asir-56759	2	22	-	-	PUNCT
asir-56759	2	23	raised	raise	VERB
asir-56759	2	24	geese	geese	ADJ
asir-56759	2	25	tanyu	tanyu	NOUN
asir-56759	2	26	lin1	lin1	PROPN
asir-56759	2	27	,	,	PUNCT
asir-56759	2	28	siting	siting	NOUN
asir-56759	2	29	lü2	lü2	PROPN
asir-56759	2	30	,	,	PUNCT
asir-56759	2	31	kaiwen	kaiwen	PROPN
asir-56759	2	32	huang3	huang3	PROPN
asir-56759	2	33	,	,	PUNCT
asir-56759	2	34	zhoucai	zhoucai	PROPN
asir-56759	2	35	ou4	ou4	PROPN
asir-56759	2	36	&	&	CCONJ
asir-56759	2	37	yuanyang	yuanyang	PROPN
asir-56759	2	38	mao5	mao5	PROPN
asir-56759	2	39	*	*	PROPN
asir-56759	2	40	1	1	NUM
asir-56759	2	41	guangzhou	guangzhou	PROPN
asir-56759	2	42	yiguang	yiguang	PROPN
asir-56759	2	43	technology	technology	PROPN
asir-56759	2	44	co.	co.	PROPN
asir-56759	2	45	,	,	PUNCT
asir-56759	2	46	ltd	ltd	PROPN
asir-56759	2	47	.	.	PROPN
asir-56759	2	48	,	,	PUNCT
asir-56759	2	49	guangzhou	guangzhou	PROPN
asir-56759	2	50	city	city	PROPN
asir-56759	2	51	,	,	PUNCT
asir-56759	2	52	guangdong	guangdong	PROPN
asir-56759	2	53	province	province	PROPN
asir-56759	2	54	,	,	PUNCT
asir-56759	2	55	china	china	PROPN
asir-56759	2	56	2	2	NUM
asir-56759	2	57	college	college	NOUN
asir-56759	2	58	of	of	ADP
asir-56759	2	59	mathematics	mathematic	NOUN
asir-56759	2	60	and	and	CCONJ
asir-56759	2	61	information	information	NOUN
asir-56759	2	62	science	science	NOUN
asir-56759	2	63	,	,	PUNCT
asir-56759	2	64	south	south	PROPN
asir-56759	2	65	china	china	PROPN
asir-56759	2	66	agricultural	agricultural	PROPN
asir-56759	2	67	university	university	PROPN
asir-56759	2	68	,	,	PUNCT
asir-56759	2	69	guangzhou	guangzhou	PROPN
asir-56759	2	70	city	city	PROPN
asir-56759	2	71	,	,	PUNCT
asir-56759	2	72	guangdong	guangdong	PROPN
asir-56759	2	73	province	province	PROPN
asir-56759	2	74	,	,	PUNCT
asir-56759	2	75	china	china	PROPN
asir-56759	2	76	3	3	NUM
asir-56759	2	77	college	college	NOUN
asir-56759	2	78	of	of	ADP
asir-56759	2	79	engineering	engineering	PROPN
asir-56759	2	80	,	,	PUNCT
asir-56759	2	81	south	south	PROPN
asir-56759	2	82	china	china	PROPN
asir-56759	2	83	agricultural	agricultural	PROPN
asir-56759	2	84	university	university	PROPN
asir-56759	2	85	,	,	PUNCT
asir-56759	2	86	guangzhou	guangzhou	PROPN
asir-56759	2	87	city	city	PROPN
asir-56759	2	88	,	,	PUNCT
asir-56759	2	89	guangdong	guangdong	PROPN
asir-56759	2	90	province	province	PROPN
asir-56759	2	91	,	,	PUNCT
asir-56759	2	92	china	china	PROPN
asir-56759	2	93	4	4	NUM
asir-56759	2	94	guangzhou	guangzhou	PROPN
asir-56759	2	95	yiguang	yiguang	PROPN
asir-56759	2	96	technology	technology	PROPN
asir-56759	2	97	co.	co.	PROPN
asir-56759	2	98	,	,	PUNCT
asir-56759	2	99	ltd	ltd	PROPN
asir-56759	2	100	.	.	PROPN
asir-56759	2	101	,	,	PUNCT
asir-56759	2	102	guangzhou	guangzhou	PROPN
asir-56759	2	103	city	city	PROPN
asir-56759	2	104	,	,	PUNCT
asir-56759	2	105	guangdong	guangdong	PROPN
asir-56759	2	106	province	province	PROPN
asir-56759	2	107	,	,	PUNCT
asir-56759	2	108	china	china	PROPN
asir-56759	2	109	5	5	NUM
asir-56759	2	110	college	college	NOUN
asir-56759	2	111	of	of	ADP
asir-56759	2	112	mathematics	mathematic	NOUN
asir-56759	2	113	and	and	CCONJ
asir-56759	2	114	information	information	NOUN
asir-56759	2	115	science	science	NOUN
asir-56759	2	116	,	,	PUNCT
asir-56759	2	117	south	south	PROPN
asir-56759	2	118	china	china	PROPN
asir-56759	2	119	agricultural	agricultural	PROPN
asir-56759	2	120	university	university	PROPN
asir-56759	2	121	,	,	PUNCT
asir-56759	2	122	guangzhou	guangzhou	PROPN
asir-56759	2	123	city	city	PROPN
asir-56759	2	124	,	,	PUNCT
asir-56759	2	125	guangdong	guangdong	PROPN
asir-56759	2	126	province	province	PROPN
asir-56759	2	127	,	,	PUNCT
asir-56759	2	128	china	china	PROPN
asir-56759	2	129	*	*	PUNCT
asir-56759	2	130	corresponding	correspond	VERB
asir-56759	2	131	author	author	NOUN
asir-56759	2	132	.	.	PUNCT
asir-56759	3	1	received	receive	VERB
asir-56759	3	2	:	:	PUNCT
asir-56759	3	3	october	october	PROPN
asir-56759	3	4	25	25	NUM
asir-56759	3	5	,	,	PUNCT
asir-56759	3	6	2025	2025	NUM
asir-56759	3	7	accepted	accept	VERB
asir-56759	3	8	:	:	PUNCT
asir-56759	3	9	november	november	PROPN
asir-56759	3	10	14	14	NUM
asir-56759	3	11	,	,	PUNCT
asir-56759	3	12	2025	2025	NUM
asir-56759	3	13	online	online	ADV
asir-56759	3	14	published	publish	VERB
asir-56759	3	15	:	:	PUNCT
asir-56759	3	16	november	november	PROPN
asir-56759	3	17	20	20	NUM
asir-56759	3	18	,	,	PUNCT
asir-56759	3	19	2025	2025	NUM
asir-56759	3	20	doi:10.22158	doi:10.22158	NOUN
asir-56759	3	21	/	/	SYM
asir-56759	3	22	asir.v9n4p73	asir.v9n4p73	NOUN
asir-56759	3	23	url	url	PROPN
asir-56759	3	24	:	:	PUNCT
asir-56759	3	25	http://doi.org/10.22158/asir.v9n4p73	http://doi.org/10.22158/asir.v9n4p73	PROPN
asir-56759	3	26	abstract	abstract	ADJ
asir-56759	3	27	breeding	breeding	NOUN
asir-56759	3	28	geese	geese	NOUN
asir-56759	3	29	often	often	ADV
asir-56759	3	30	exhibit	exhibit	VERB
asir-56759	3	31	frequent	frequent	ADJ
asir-56759	3	32	nest	nest	NOUN
asir-56759	3	33	-	-	PUNCT
asir-56759	3	34	building	building	NOUN
asir-56759	3	35	behaviors	behavior	NOUN
asir-56759	3	36	under	under	ADP
asir-56759	3	37	group	group	NOUN
asir-56759	3	38	rearing	rear	VERB
asir-56759	3	39	conditions	condition	NOUN
asir-56759	3	40	,	,	PUNCT
asir-56759	3	41	which	which	PRON
asir-56759	3	42	significantly	significantly	ADV
asir-56759	3	43	reduces	reduce	VERB
asir-56759	3	44	egg	egg	NOUN
asir-56759	3	45	-	-	PUNCT
asir-56759	3	46	laying	lay	VERB
asir-56759	3	47	efficiency	efficiency	NOUN
asir-56759	3	48	.	.	PUNCT
asir-56759	4	1	however	however	ADV
asir-56759	4	2	,	,	PUNCT
asir-56759	4	3	it	it	PRON
asir-56759	4	4	remains	remain	VERB
asir-56759	4	5	challenging	challenge	VERB
asir-56759	4	6	to	to	PART
asir-56759	4	7	accurately	accurately	ADV
asir-56759	4	8	identify	identify	VERB
asir-56759	4	9	the	the	DET
asir-56759	4	10	occurrence	occurrence	NOUN
asir-56759	4	11	and	and	CCONJ
asir-56759	4	12	duration	duration	NOUN
asir-56759	4	13	of	of	ADP
asir-56759	4	14	individual	individual	ADJ
asir-56759	4	15	nest	nest	NOUN
asir-56759	4	16	-	-	PUNCT
asir-56759	4	17	building	building	NOUN
asir-56759	4	18	in	in	ADP
asir-56759	4	19	such	such	ADJ
asir-56759	4	20	environments	environment	NOUN
asir-56759	4	21	.	.	PUNCT
asir-56759	5	1	to	to	PART
asir-56759	5	2	address	address	VERB
asir-56759	5	3	this	this	PRON
asir-56759	5	4	,	,	PUNCT
asir-56759	5	5	this	this	DET
asir-56759	5	6	study	study	NOUN
asir-56759	5	7	integrates	integrate	VERB
asir-56759	5	8	wearable	wearable	ADJ
asir-56759	5	9	activity	activity	NOUN
asir-56759	5	10	monitoring	monitor	VERB
asir-56759	5	11	sensors	sensor	NOUN
asir-56759	5	12	with	with	ADP
asir-56759	5	13	rfid	rfid	ADJ
asir-56759	5	14	identification	identification	NOUN
asir-56759	5	15	technology	technology	NOUN
asir-56759	5	16	to	to	PART
asir-56759	5	17	develop	develop	VERB
asir-56759	5	18	a	a	DET
asir-56759	5	19	nestbuilding	nestbuilde	VERB
asir-56759	5	20	behavior	behavior	NOUN
asir-56759	5	21	characterization	characterization	NOUN
asir-56759	5	22	system	system	NOUN
asir-56759	5	23	based	base	VERB
asir-56759	5	24	on	on	ADP
asir-56759	5	25	activity	activity	NOUN
asir-56759	5	26	rhythms	rhythm	NOUN
asir-56759	5	27	and	and	CCONJ
asir-56759	5	28	posture	posture	NOUN
asir-56759	5	29	features	feature	NOUN
asir-56759	5	30	.	.	PUNCT
asir-56759	6	1	building	build	VERB
asir-56759	6	2	on	on	ADP
asir-56759	6	3	this	this	DET
asir-56759	6	4	foundation	foundation	NOUN
asir-56759	6	5	,	,	PUNCT
asir-56759	6	6	we	we	PRON
asir-56759	6	7	propose	propose	VERB
asir-56759	6	8	an	an	DET
asir-56759	6	9	integrated	integrate	VERB
asir-56759	6	10	feature	feature	NOUN
asir-56759	6	11	engineering	engineering	NOUN
asir-56759	6	12	-	-	PUNCT
asir-56759	6	13	driven	drive	VERB
asir-56759	6	14	stacking	stacking	NOUN
asir-56759	6	15	recognition	recognition	NOUN
asir-56759	6	16	model	model	NOUN
asir-56759	6	17	(	(	PUNCT
asir-56759	6	18	ifesm	ifesm	PROPN
asir-56759	6	19	-	-	PUNCT
asir-56759	6	20	gnd	gnd	NOUN
asir-56759	6	21	)	)	PUNCT
asir-56759	6	22	that	that	PRON
asir-56759	6	23	enhances	enhance	VERB
asir-56759	6	24	nest	nest	NOUN
asir-56759	6	25	-	-	PUNCT
asir-56759	6	26	building	build	VERB
asir-56759	6	27	behavior	behavior	NOUN
asir-56759	6	28	recognition	recognition	NOUN
asir-56759	6	29	accuracy	accuracy	NOUN
asir-56759	6	30	by	by	ADP
asir-56759	6	31	leveraging	leverage	VERB
asir-56759	6	32	interpretable	interpretable	ADJ
asir-56759	6	33	feature	feature	NOUN
asir-56759	6	34	engineering	engineering	NOUN
asir-56759	6	35	.	.	PUNCT
asir-56759	7	1	experimental	experimental	ADJ
asir-56759	7	2	results	result	NOUN
asir-56759	7	3	demonstrate	demonstrate	VERB
asir-56759	7	4	a	a	DET
asir-56759	7	5	93.5	93.5	NUM
asir-56759	7	6	%	%	NOUN
asir-56759	7	7	detection	detection	NOUN
asir-56759	7	8	accuracy	accuracy	NOUN
asir-56759	7	9	,	,	PUNCT
asir-56759	7	10	representing	represent	VERB
asir-56759	7	11	a	a	DET
asir-56759	7	12	15%21	15%21	NUM
asir-56759	7	13	%	%	NOUN
asir-56759	7	14	improvement	improvement	NOUN
asir-56759	7	15	over	over	ADP
asir-56759	7	16	traditional	traditional	ADJ
asir-56759	7	17	methods	method	NOUN
asir-56759	7	18	.	.	PUNCT
asir-56759	8	1	the	the	DET
asir-56759	8	2	application	application	NOUN
asir-56759	8	3	value	value	NOUN
asir-56759	8	4	of	of	ADP
asir-56759	8	5	nest	nest	NOUN
asir-56759	8	6	-	-	PUNCT
asir-56759	8	7	building	build	VERB
asir-56759	8	8	behavior	behavior	NOUN
asir-56759	8	9	monitoring	monitoring	NOUN
asir-56759	8	10	in	in	ADP
asir-56759	8	11	early	early	ADJ
asir-56759	8	12	egg	egg	NOUN
asir-56759	8	13	-	-	PUNCT
asir-56759	8	14	laying	lay	VERB
asir-56759	8	15	anomaly	anomaly	NOUN
asir-56759	8	16	detection	detection	NOUN
asir-56759	8	17	and	and	CCONJ
asir-56759	8	18	breeding	breeding	NOUN
asir-56759	8	19	management	management	NOUN
asir-56759	8	20	decision	decision	NOUN
asir-56759	8	21	-	-	PUNCT
asir-56759	8	22	making	making	NOUN
asir-56759	8	23	is	be	AUX
asir-56759	8	24	validated	validate	VERB
asir-56759	8	25	.	.	PUNCT
asir-56759	9	1	this	this	DET
asir-56759	9	2	precise	precise	ADJ
asir-56759	9	3	monitoring	monitoring	NOUN
asir-56759	9	4	method	method	NOUN
asir-56759	9	5	for	for	ADP
asir-56759	9	6	individual	individual	ADJ
asir-56759	9	7	nest	nest	NOUN
asir-56759	9	8	-	-	PUNCT
asir-56759	9	9	building	building	NOUN
asir-56759	9	10	behaviors	behavior	NOUN
asir-56759	9	11	in	in	ADP
asir-56759	9	12	breeding	breed	VERB
asir-56759	9	13	geese	geese	NOUN
asir-56759	9	14	provides	provide	VERB
asir-56759	9	15	crucial	crucial	ADJ
asir-56759	9	16	technical	technical	ADJ
asir-56759	9	17	support	support	NOUN
asir-56759	9	18	for	for	ADP
asir-56759	9	19	optimizing	optimize	VERB
asir-56759	9	20	reproductive	reproductive	ADJ
asir-56759	9	21	performance	performance	NOUN
asir-56759	9	22	,	,	PUNCT
asir-56759	9	23	improving	improve	VERB
asir-56759	9	24	egg	egg	NOUN
asir-56759	9	25	-	-	PUNCT
asir-56759	9	26	laying	lay	VERB
asir-56759	9	27	efficiency	efficiency	NOUN
asir-56759	9	28	,	,	PUNCT
asir-56759	9	29	and	and	CCONJ
asir-56759	9	30	achieving	achieve	VERB
asir-56759	9	31	precision	precision	NOUN
asir-56759	9	32	management	management	NOUN
asir-56759	9	33	.	.	PUNCT
asir-56759	10	1	the	the	DET
asir-56759	10	2	research	research	NOUN
asir-56759	10	3	holds	hold	VERB
asir-56759	10	4	significant	significant	ADJ
asir-56759	10	5	theoretical	theoretical	ADJ
asir-56759	10	6	and	and	CCONJ
asir-56759	10	7	practical	practical	ADJ
asir-56759	10	8	implications	implication	NOUN
asir-56759	10	9	for	for	ADP
asir-56759	10	10	advancing	advance	VERB
asir-56759	10	11	the	the	DET
asir-56759	10	12	intelligent	intelligent	ADJ
asir-56759	10	13	and	and	CCONJ
asir-56759	10	14	modernization	modernization	NOUN
asir-56759	10	15	of	of	ADP
asir-56759	10	16	china	china	PROPN
asir-56759	10	17	's	's	PART
asir-56759	10	18	goose	goose	NOUN
asir-56759	10	19	industry	industry	NOUN
asir-56759	10	20	.	.	PUNCT
asir-56759	11	1	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	PROPN
asir-56759	11	2	applied	apply	VERB
asir-56759	11	3	science	science	NOUN
asir-56759	11	4	and	and	CCONJ
asir-56759	11	5	innovative	innovative	ADJ
asir-56759	11	6	research	research	NOUN
asir-56759	11	7	vol	vol	NOUN
asir-56759	11	8	.	.	PUNCT
asir-56759	12	1	9	9	NUM
asir-56759	12	2	,	,	PUNCT
asir-56759	12	3	no	no	INTJ
asir-56759	12	4	.	.	NOUN
asir-56759	12	5	4	4	NUM
asir-56759	12	6	,	,	PUNCT
asir-56759	12	7	2025	2025	NUM
asir-56759	12	8	74	74	NUM
asir-56759	12	9	published	publish	VERB
asir-56759	12	10	by	by	ADP
asir-56759	12	11	scholink	scholink	PROPN
asir-56759	12	12	inc	inc	PROPN
asir-56759	12	13	.	.	PROPN
asir-56759	13	1	keywords	keyword	VERB
asir-56759	13	2	group	group	NOUN
asir-56759	13	3	-	-	PUNCT
asir-56759	13	4	raised	raise	VERB
asir-56759	13	5	goose	goose	NOUN
asir-56759	13	6	monitoring	monitoring	NOUN
asir-56759	13	7	,	,	PUNCT
asir-56759	13	8	nest	nest	NOUN
asir-56759	13	9	-	-	PUNCT
asir-56759	13	10	guarding	guard	VERB
asir-56759	13	11	behavior	behavior	NOUN
asir-56759	13	12	,	,	PUNCT
asir-56759	13	13	feature	feature	NOUN
asir-56759	13	14	engineering	engineering	NOUN
asir-56759	13	15	,	,	PUNCT
asir-56759	13	16	integrated	integrated	ADJ
asir-56759	13	17	learning	learning	NOUN
asir-56759	13	18	,	,	PUNCT
asir-56759	13	19	intelligent	intelligent	ADJ
asir-56759	13	20	farming	farming	NOUN
asir-56759	13	21	1	1	NUM
asir-56759	13	22	.	.	PUNCT
asir-56759	14	1	introduction	introduction	NOUN
asir-56759	14	2	china	china	PROPN
asir-56759	14	3	is	be	AUX
asir-56759	14	4	the	the	DET
asir-56759	14	5	world	world	NOUN
asir-56759	14	6	's	's	PART
asir-56759	14	7	largest	large	ADJ
asir-56759	14	8	goose	goose	NOUN
asir-56759	14	9	farming	farming	NOUN
asir-56759	14	10	country	country	NOUN
asir-56759	14	11	(	(	PUNCT
asir-56759	14	12	hou	hou	PROPN
asir-56759	14	13	shuisheng	shuisheng	PROPN
asir-56759	14	14	et	et	PROPN
asir-56759	14	15	al	al	PROPN
asir-56759	14	16	.	.	PROPN
asir-56759	14	17	,	,	PUNCT
asir-56759	14	18	2024	2024	NUM
asir-56759	14	19	)	)	PUNCT
asir-56759	14	20	.	.	PUNCT
asir-56759	15	1	as	as	SCONJ
asir-56759	15	2	the	the	DET
asir-56759	15	3	core	core	NOUN
asir-56759	15	4	of	of	ADP
asir-56759	15	5	the	the	DET
asir-56759	15	6	goose	goose	NOUN
asir-56759	15	7	breeding	breeding	NOUN
asir-56759	15	8	system	system	NOUN
asir-56759	15	9	,	,	PUNCT
asir-56759	15	10	breeding	breed	VERB
asir-56759	15	11	geese	geese	NOUN
asir-56759	15	12	'	'	PART
asir-56759	15	13	egg	egg	NOUN
asir-56759	15	14	production	production	NOUN
asir-56759	15	15	efficiency	efficiency	NOUN
asir-56759	15	16	directly	directly	ADV
asir-56759	15	17	determines	determine	VERB
asir-56759	15	18	their	their	PRON
asir-56759	15	19	renewal	renewal	NOUN
asir-56759	15	20	rate	rate	NOUN
asir-56759	15	21	and	and	CCONJ
asir-56759	15	22	commercial	commercial	ADJ
asir-56759	15	23	generation	generation	NOUN
asir-56759	15	24	potential	potential	NOUN
asir-56759	15	25	(	(	PUNCT
asir-56759	15	26	djermanovic	djermanovic	PROPN
asir-56759	15	27	et	et	PROPN
asir-56759	15	28	al	al	PROPN
asir-56759	15	29	.	.	PROPN
asir-56759	15	30	,	,	PUNCT
asir-56759	15	31	2024	2024	NUM
asir-56759	15	32	)	)	PUNCT
asir-56759	15	33	.	.	PUNCT
asir-56759	16	1	however	however	ADV
asir-56759	16	2	,	,	PUNCT
asir-56759	16	3	under	under	ADP
asir-56759	16	4	ground	ground	NOUN
asir-56759	16	5	flock	flock	NOUN
asir-56759	16	6	rearing	rear	VERB
asir-56759	16	7	models	model	NOUN
asir-56759	16	8	,	,	PUNCT
asir-56759	16	9	breeding	breed	VERB
asir-56759	16	10	geese	geese	ADJ
asir-56759	16	11	commonly	commonly	ADV
asir-56759	16	12	exhibit	exhibit	VERB
asir-56759	16	13	frequent	frequent	ADJ
asir-56759	16	14	nest	nest	NOUN
asir-56759	16	15	-	-	PUNCT
asir-56759	16	16	building	building	NOUN
asir-56759	16	17	behaviors	behavior	NOUN
asir-56759	16	18	that	that	PRON
asir-56759	16	19	last	last	VERB
asir-56759	16	20	for	for	ADP
asir-56759	16	21	extended	extended	ADJ
asir-56759	16	22	periods	period	NOUN
asir-56759	16	23	.	.	PUNCT
asir-56759	17	1	nestbuilding	nestbuilde	VERB
asir-56759	17	2	not	not	PART
asir-56759	17	3	only	only	ADV
asir-56759	17	4	immediately	immediately	ADV
asir-56759	17	5	interrupts	interrupt	VERB
asir-56759	17	6	egg	egg	NOUN
asir-56759	17	7	production	production	NOUN
asir-56759	17	8	but	but	CCONJ
asir-56759	17	9	also	also	ADV
asir-56759	17	10	reduces	reduce	VERB
asir-56759	17	11	subsequent	subsequent	ADJ
asir-56759	17	12	egg	egg	NOUN
asir-56759	17	13	-	-	PUNCT
asir-56759	17	14	laying	lay	VERB
asir-56759	17	15	activity	activity	NOUN
asir-56759	17	16	,	,	PUNCT
asir-56759	17	17	making	make	VERB
asir-56759	17	18	it	it	PRON
asir-56759	17	19	a	a	DET
asir-56759	17	20	key	key	ADJ
asir-56759	17	21	limiting	limit	VERB
asir-56759	17	22	factor	factor	NOUN
asir-56759	17	23	for	for	ADP
asir-56759	17	24	breeding	breeding	NOUN
asir-56759	17	25	efficiency	efficiency	NOUN
asir-56759	17	26	(	(	PUNCT
asir-56759	17	27	yao	yao	NOUN
asir-56759	17	28	ying	ying	PROPN
asir-56759	17	29	et	et	PROPN
asir-56759	17	30	al	al	PROPN
asir-56759	17	31	.	.	PROPN
asir-56759	17	32	,	,	PUNCT
asir-56759	17	33	2018	2018	NUM
asir-56759	17	34	)	)	PUNCT
asir-56759	17	35	.	.	PUNCT
asir-56759	18	1	therefore	therefore	ADV
asir-56759	18	2	,	,	PUNCT
asir-56759	18	3	precise	precise	ADJ
asir-56759	18	4	identification	identification	NOUN
asir-56759	18	5	and	and	CCONJ
asir-56759	18	6	long	long	ADJ
asir-56759	18	7	-	-	PUNCT
asir-56759	18	8	term	term	NOUN
asir-56759	18	9	monitoring	monitoring	NOUN
asir-56759	18	10	of	of	ADP
asir-56759	18	11	individual	individual	ADJ
asir-56759	18	12	nest	nest	NOUN
asir-56759	18	13	-	-	PUNCT
asir-56759	18	14	building	building	NOUN
asir-56759	18	15	behaviors	behavior	NOUN
asir-56759	18	16	are	be	AUX
asir-56759	18	17	crucial	crucial	ADJ
asir-56759	18	18	for	for	ADP
asir-56759	18	19	improving	improve	VERB
asir-56759	18	20	breeding	breeding	NOUN
asir-56759	18	21	performance	performance	NOUN
asir-56759	18	22	and	and	CCONJ
asir-56759	18	23	strengthening	strengthen	VERB
asir-56759	18	24	precision	precision	NOUN
asir-56759	18	25	management	management	NOUN
asir-56759	18	26	in	in	ADP
asir-56759	18	27	goose	goose	NOUN
asir-56759	18	28	farming	farming	NOUN
asir-56759	18	29	.	.	PUNCT
asir-56759	19	1	however	however	ADV
asir-56759	19	2	,	,	PUNCT
asir-56759	19	3	in	in	ADP
asir-56759	19	4	group	group	NOUN
asir-56759	19	5	-	-	PUNCT
asir-56759	19	6	rearing	rear	VERB
asir-56759	19	7	environments	environment	NOUN
asir-56759	19	8	,	,	PUNCT
asir-56759	19	9	frequent	frequent	ADJ
asir-56759	19	10	interactions	interaction	NOUN
asir-56759	19	11	between	between	ADP
asir-56759	19	12	individuals	individual	NOUN
asir-56759	19	13	and	and	CCONJ
asir-56759	19	14	significant	significant	ADJ
asir-56759	19	15	overlap	overlap	NOUN
asir-56759	19	16	in	in	ADP
asir-56759	19	17	activity	activity	NOUN
asir-56759	19	18	patterns	pattern	NOUN
asir-56759	19	19	,	,	PUNCT
asir-56759	19	20	combined	combine	VERB
asir-56759	19	21	with	with	ADP
asir-56759	19	22	the	the	DET
asir-56759	19	23	pronounced	pronounce	VERB
asir-56759	19	24	circadian	circadian	ADJ
asir-56759	19	25	rhythms	rhythm	NOUN
asir-56759	19	26	of	of	ADP
asir-56759	19	27	breeding	breed	VERB
asir-56759	19	28	geese	geese	ADJ
asir-56759	19	29	and	and	CCONJ
asir-56759	19	30	the	the	DET
asir-56759	19	31	striking	striking	ADJ
asir-56759	19	32	similarity	similarity	NOUN
asir-56759	19	33	in	in	ADP
asir-56759	19	34	resting	resting	NOUN
asir-56759	19	35	and	and	CCONJ
asir-56759	19	36	nest	nest	NOUN
asir-56759	19	37	-	-	PUNCT
asir-56759	19	38	building	building	NOUN
asir-56759	19	39	behaviors	behavior	NOUN
asir-56759	19	40	,	,	PUNCT
asir-56759	19	41	make	make	VERB
asir-56759	19	42	it	it	PRON
asir-56759	19	43	challenging	challenge	VERB
asir-56759	19	44	for	for	SCONJ
asir-56759	19	45	researchers	researcher	NOUN
asir-56759	19	46	to	to	PART
asir-56759	19	47	reliably	reliably	ADV
asir-56759	19	48	determine	determine	VERB
asir-56759	19	49	whether	whether	SCONJ
asir-56759	19	50	individuals	individual	NOUN
asir-56759	19	51	are	be	AUX
asir-56759	19	52	nesting	nest	VERB
asir-56759	19	53	and	and	CCONJ
asir-56759	19	54	the	the	DET
asir-56759	19	55	timing	timing	NOUN
asir-56759	19	56	of	of	ADP
asir-56759	19	57	such	such	ADJ
asir-56759	19	58	behavior	behavior	NOUN
asir-56759	19	59	(	(	PUNCT
asir-56759	19	60	he	he	PRON
asir-56759	19	61	mengqi	mengqi	VERB
asir-56759	19	62	,	,	PUNCT
asir-56759	19	63	2013	2013	NUM
asir-56759	19	64	)	)	PUNCT
asir-56759	19	65	.	.	PUNCT
asir-56759	20	1	current	current	ADJ
asir-56759	20	2	methods	method	NOUN
asir-56759	20	3	like	like	ADP
asir-56759	20	4	video	video	NOUN
asir-56759	20	5	monitoring	monitoring	NOUN
asir-56759	20	6	are	be	AUX
asir-56759	20	7	prone	prone	ADJ
asir-56759	20	8	to	to	ADP
asir-56759	20	9	obstructions	obstruction	NOUN
asir-56759	20	10	,	,	PUNCT
asir-56759	20	11	light	light	ADJ
asir-56759	20	12	variations	variation	NOUN
asir-56759	20	13	,	,	PUNCT
asir-56759	20	14	and	and	CCONJ
asir-56759	20	15	individual	individual	ADJ
asir-56759	20	16	clustering	clustering	NOUN
asir-56759	20	17	,	,	PUNCT
asir-56759	20	18	while	while	SCONJ
asir-56759	20	19	rfid	rfid	ADJ
asir-56759	20	20	nest	nest	NOUN
asir-56759	20	21	box	box	NOUN
asir-56759	20	22	identification	identification	NOUN
asir-56759	20	23	relies	rely	VERB
asir-56759	20	24	on	on	ADP
asir-56759	20	25	fixed	fix	VERB
asir-56759	20	26	egg	egg	NOUN
asir-56759	20	27	-	-	PUNCT
asir-56759	20	28	laying	lay	VERB
asir-56759	20	29	locations	location	NOUN
asir-56759	20	30	,	,	PUNCT
asir-56759	20	31	making	make	VERB
asir-56759	20	32	it	it	PRON
asir-56759	20	33	difficult	difficult	ADJ
asir-56759	20	34	to	to	PART
asir-56759	20	35	detect	detect	VERB
asir-56759	20	36	nesting	nesting	ADJ
asir-56759	20	37	behavior	behavior	NOUN
asir-56759	20	38	in	in	ADP
asir-56759	20	39	non	non	ADJ
asir-56759	20	40	-	-	ADJ
asir-56759	20	41	nesting	nesting	ADJ
asir-56759	20	42	areas	area	NOUN
asir-56759	20	43	(	(	PUNCT
asir-56759	20	44	okinda	okinda	PROPN
asir-56759	20	45	et	et	PROPN
asir-56759	20	46	al	al	PROPN
asir-56759	20	47	.	.	PROPN
asir-56759	20	48	,	,	PUNCT
asir-56759	20	49	2020	2020	NUM
asir-56759	20	50	)	)	PUNCT
asir-56759	20	51	.	.	PUNCT
asir-56759	21	1	therefore	therefore	ADV
asir-56759	21	2	,	,	PUNCT
asir-56759	21	3	there	there	PRON
asir-56759	21	4	is	be	VERB
asir-56759	21	5	an	an	DET
asir-56759	21	6	urgent	urgent	ADJ
asir-56759	21	7	need	need	NOUN
asir-56759	21	8	for	for	ADP
asir-56759	21	9	an	an	DET
asir-56759	21	10	intelligent	intelligent	ADJ
asir-56759	21	11	monitoring	monitoring	NOUN
asir-56759	21	12	method	method	NOUN
asir-56759	21	13	that	that	PRON
asir-56759	21	14	can	can	AUX
asir-56759	21	15	continuously	continuously	ADV
asir-56759	21	16	and	and	CCONJ
asir-56759	21	17	individually	individually	ADV
asir-56759	21	18	identify	identify	VERB
asir-56759	21	19	nesting	nesting	ADJ
asir-56759	21	20	behavior	behavior	NOUN
asir-56759	21	21	under	under	ADP
asir-56759	21	22	group	group	NOUN
asir-56759	21	23	-	-	PUNCT
asir-56759	21	24	rearing	rear	VERB
asir-56759	21	25	conditions	condition	NOUN
asir-56759	21	26	.	.	PUNCT
asir-56759	22	1	to	to	PART
asir-56759	22	2	address	address	VERB
asir-56759	22	3	these	these	DET
asir-56759	22	4	challenges	challenge	NOUN
asir-56759	22	5	,	,	PUNCT
asir-56759	22	6	this	this	DET
asir-56759	22	7	study	study	NOUN
asir-56759	22	8	proposes	propose	VERB
asir-56759	22	9	an	an	DET
asir-56759	22	10	integrated	integrated	ADJ
asir-56759	22	11	"	"	PUNCT
asir-56759	22	12	identity	identity	NOUN
asir-56759	22	13	recognition	recognition	NOUN
asir-56759	22	14	+	+	CCONJ
asir-56759	22	15	behavioral	behavioral	ADJ
asir-56759	22	16	perception	perception	NOUN
asir-56759	22	17	+	+	CCONJ
asir-56759	22	18	model	model	NOUN
asir-56759	22	19	interpretation	interpretation	NOUN
asir-56759	22	20	"	"	PUNCT
asir-56759	22	21	approach	approach	NOUN
asir-56759	22	22	for	for	ADP
asir-56759	22	23	intelligent	intelligent	ADJ
asir-56759	22	24	monitoring	monitoring	NOUN
asir-56759	22	25	of	of	ADP
asir-56759	22	26	goose	goose	NOUN
asir-56759	22	27	nest	nest	NOUN
asir-56759	22	28	-	-	PUNCT
asir-56759	22	29	building	building	NOUN
asir-56759	22	30	behavior	behavior	NOUN
asir-56759	22	31	.	.	PUNCT
asir-56759	23	1	the	the	DET
asir-56759	23	2	method	method	NOUN
asir-56759	23	3	aims	aim	VERB
asir-56759	23	4	to	to	PART
asir-56759	23	5	accurately	accurately	ADV
asir-56759	23	6	capture	capture	VERB
asir-56759	23	7	the	the	DET
asir-56759	23	8	occurrence	occurrence	NOUN
asir-56759	23	9	timing	timing	NOUN
asir-56759	23	10	,	,	PUNCT
asir-56759	23	11	duration	duration	NOUN
asir-56759	23	12	,	,	PUNCT
asir-56759	23	13	and	and	CCONJ
asir-56759	23	14	intensity	intensity	NOUN
asir-56759	23	15	variations	variation	NOUN
asir-56759	23	16	of	of	ADP
asir-56759	23	17	nestbuilding	nestbuilde	VERB
asir-56759	23	18	activities	activity	NOUN
asir-56759	23	19	.	.	PUNCT
asir-56759	24	1	this	this	DET
asir-56759	24	2	breakthrough	breakthrough	NOUN
asir-56759	24	3	resolves	resolve	VERB
asir-56759	24	4	the	the	DET
asir-56759	24	5	technical	technical	ADJ
asir-56759	24	6	bottleneck	bottleneck	NOUN
asir-56759	24	7	of	of	ADP
asir-56759	24	8	individual	individual	ADJ
asir-56759	24	9	behavior	behavior	NOUN
asir-56759	24	10	differentiation	differentiation	NOUN
asir-56759	24	11	in	in	ADP
asir-56759	24	12	traditional	traditional	ADJ
asir-56759	24	13	group	group	NOUN
asir-56759	24	14	-	-	PUNCT
asir-56759	24	15	raising	raise	VERB
asir-56759	24	16	systems	system	NOUN
asir-56759	24	17	,	,	PUNCT
asir-56759	24	18	providing	provide	VERB
asir-56759	24	19	a	a	DET
asir-56759	24	20	scalable	scalable	ADJ
asir-56759	24	21	technical	technical	ADJ
asir-56759	24	22	pathway	pathway	NOUN
asir-56759	24	23	for	for	ADP
asir-56759	24	24	breeding	breed	VERB
asir-56759	24	25	high	high	ADJ
asir-56759	24	26	-	-	PUNCT
asir-56759	24	27	yield	yield	NOUN
asir-56759	24	28	goose	goose	NOUN
asir-56759	24	29	varieties	variety	NOUN
asir-56759	24	30	,	,	PUNCT
asir-56759	24	31	regulating	regulate	VERB
asir-56759	24	32	reproductive	reproductive	ADJ
asir-56759	24	33	rhythms	rhythm	NOUN
asir-56759	24	34	,	,	PUNCT
asir-56759	24	35	and	and	CCONJ
asir-56759	24	36	implementing	implement	VERB
asir-56759	24	37	intelligent	intelligent	ADJ
asir-56759	24	38	management	management	NOUN
asir-56759	24	39	.	.	PUNCT
asir-56759	25	1	the	the	DET
asir-56759	25	2	innovation	innovation	NOUN
asir-56759	25	3	holds	hold	VERB
asir-56759	25	4	significant	significant	ADJ
asir-56759	25	5	theoretical	theoretical	ADJ
asir-56759	25	6	and	and	CCONJ
asir-56759	25	7	practical	practical	ADJ
asir-56759	25	8	value	value	NOUN
asir-56759	25	9	for	for	ADP
asir-56759	25	10	advancing	advance	VERB
asir-56759	25	11	china	china	PROPN
asir-56759	25	12	's	's	PART
asir-56759	25	13	goose	goose	NOUN
asir-56759	25	14	industry	industry	NOUN
asir-56759	25	15	toward	toward	ADP
asir-56759	25	16	digitalization	digitalization	NOUN
asir-56759	25	17	and	and	CCONJ
asir-56759	25	18	intelligent	intelligent	ADJ
asir-56759	25	19	transformation	transformation	NOUN
asir-56759	25	20	.	.	PUNCT
asir-56759	26	1	2	2	X
asir-56759	26	2	.	.	X
asir-56759	26	3	materials	material	NOUN
asir-56759	26	4	and	and	CCONJ
asir-56759	26	5	methods	method	NOUN
asir-56759	26	6	2.1	2.1	NUM
asir-56759	26	7	data	datum	NOUN
asir-56759	26	8	preprocessing	preprocesse	VERB
asir-56759	26	9	to	to	PART
asir-56759	26	10	achieve	achieve	VERB
asir-56759	26	11	real	real	ADJ
asir-56759	26	12	-	-	PUNCT
asir-56759	26	13	time	time	NOUN
asir-56759	26	14	monitoring	monitoring	NOUN
asir-56759	26	15	of	of	ADP
asir-56759	26	16	breeding	breed	VERB
asir-56759	26	17	geese	geese	ADJ
asir-56759	26	18	activity	activity	NOUN
asir-56759	26	19	,	,	PUNCT
asir-56759	26	20	this	this	DET
asir-56759	26	21	study	study	NOUN
asir-56759	26	22	uses	use	VERB
asir-56759	26	23	a	a	DET
asir-56759	26	24	wing	wing	NOUN
asir-56759	26	25	-	-	PUNCT
asir-56759	26	26	tag	tag	NOUN
asir-56759	26	27	activity	activity	NOUN
asir-56759	26	28	sensor	sensor	NOUN
asir-56759	26	29	based	base	VERB
asir-56759	26	30	on	on	ADP
asir-56759	26	31	a	a	DET
asir-56759	26	32	triaxial	triaxial	NOUN
asir-56759	26	33	accelerometer	accelerometer	NOUN
asir-56759	26	34	,	,	PUNCT
asir-56759	26	35	designed	design	VERB
asir-56759	26	36	specifically	specifically	ADV
asir-56759	26	37	for	for	ADP
asir-56759	26	38	monitoring	monitor	VERB
asir-56759	26	39	individual	individual	ADJ
asir-56759	26	40	geese	geese	NOUN
asir-56759	26	41	.	.	PUNCT
asir-56759	27	1	the	the	DET
asir-56759	27	2	use	use	NOUN
asir-56759	27	3	of	of	ADP
asir-56759	27	4	a	a	DET
asir-56759	27	5	wearable	wearable	ADJ
asir-56759	27	6	sensor	sensor	NOUN
asir-56759	27	7	enables	enable	VERB
asir-56759	27	8	continuous	continuous	ADJ
asir-56759	27	9	tracking	tracking	NOUN
asir-56759	27	10	of	of	ADP
asir-56759	27	11	goose	goose	NOUN
asir-56759	27	12	movement	movement	NOUN
asir-56759	27	13	data	datum	NOUN
asir-56759	27	14	with	with	ADP
asir-56759	27	15	individual	individual	ADJ
asir-56759	27	16	-	-	PUNCT
asir-56759	27	17	level	level	NOUN
asir-56759	27	18	precision	precision	NOUN
asir-56759	27	19	.	.	PUNCT
asir-56759	28	1	the	the	DET
asir-56759	28	2	raw	raw	ADJ
asir-56759	28	3	data	datum	NOUN
asir-56759	28	4	from	from	ADP
asir-56759	28	5	the	the	DET
asir-56759	28	6	triaxial	triaxial	NOUN
asir-56759	28	7	accelerometer	accelerometer	NOUN
asir-56759	28	8	are	be	AUX
asir-56759	28	9	continuously	continuously	ADV
asir-56759	28	10	collected	collect	VERB
asir-56759	28	11	at	at	ADP
asir-56759	28	12	a	a	DET
asir-56759	28	13	sampling	sample	VERB
asir-56759	28	14	frequency	frequency	NOUN
asir-56759	28	15	of	of	ADP
asir-56759	28	16	16	16	NUM
asir-56759	28	17	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-56759	28	18	applied	apply	VERB
asir-56759	28	19	science	science	NOUN
asir-56759	28	20	and	and	CCONJ
asir-56759	28	21	innovative	innovative	ADJ
asir-56759	28	22	research	research	NOUN
asir-56759	28	23	vol	vol	NOUN
asir-56759	28	24	.	.	PUNCT
asir-56759	29	1	9	9	NUM
asir-56759	29	2	,	,	PUNCT
asir-56759	29	3	no	no	INTJ
asir-56759	29	4	.	.	NOUN
asir-56759	29	5	4	4	NUM
asir-56759	29	6	,	,	PUNCT
asir-56759	29	7	2025	2025	NUM
asir-56759	29	8	75	75	NUM
asir-56759	29	9	published	publish	VERB
asir-56759	29	10	by	by	ADP
asir-56759	29	11	scholink	scholink	PROPN
asir-56759	29	12	inc	inc	PROPN
asir-56759	29	13	.	.	PROPN
asir-56759	29	14	hz	hz	VERB
asir-56759	29	15	,	,	PUNCT
asir-56759	29	16	with	with	ADP
asir-56759	29	17	a	a	DET
asir-56759	29	18	measurement	measurement	NOUN
asir-56759	29	19	range	range	NOUN
asir-56759	29	20	of	of	ADP
asir-56759	29	21	±2	±2	ADJ
asir-56759	29	22	g.	g.	NOUN
asir-56759	29	23	these	these	DET
asir-56759	29	24	data	datum	NOUN
asir-56759	29	25	are	be	AUX
asir-56759	29	26	transmitted	transmit	VERB
asir-56759	29	27	to	to	ADP
asir-56759	29	28	a	a	DET
asir-56759	29	29	server	server	NOUN
asir-56759	29	30	via	via	ADP
asir-56759	29	31	a	a	DET
asir-56759	29	32	gateway	gateway	NOUN
asir-56759	29	33	using	use	VERB
asir-56759	29	34	a	a	DET
asir-56759	29	35	4	4	NUM
asir-56759	29	36	g	g	NOUN
asir-56759	29	37	network	network	NOUN
asir-56759	29	38	,	,	PUNCT
asir-56759	29	39	and	and	CCONJ
asir-56759	29	40	are	be	AUX
asir-56759	29	41	ultimately	ultimately	ADV
asir-56759	29	42	retrieved	retrieve	VERB
asir-56759	29	43	and	and	CCONJ
asir-56759	29	44	analyzed	analyze	VERB
asir-56759	29	45	through	through	ADP
asir-56759	29	46	a	a	DET
asir-56759	29	47	web	web	NOUN
asir-56759	29	48	-	-	PUNCT
asir-56759	29	49	based	base	VERB
asir-56759	29	50	application	application	NOUN
asir-56759	29	51	.	.	PUNCT
asir-56759	30	1	the	the	DET
asir-56759	30	2	collected	collect	VERB
asir-56759	30	3	data	datum	NOUN
asir-56759	30	4	are	be	AUX
asir-56759	30	5	shown	show	VERB
asir-56759	30	6	in	in	ADP
asir-56759	30	7	the	the	DET
asir-56759	30	8	figure	figure	NOUN
asir-56759	30	9	1	1	NUM
asir-56759	30	10	.	.	PUNCT
asir-56759	30	11	figure	figure	NOUN
asir-56759	30	12	1	1	NUM
asir-56759	30	13	.	.	PUNCT
asir-56759	31	1	feature	feature	NOUN
asir-56759	31	2	engineering	engineering	NOUN
asir-56759	31	3	flow	flow	NOUN
asir-56759	31	4	chart	chart	NOUN
asir-56759	31	5	to	to	PART
asir-56759	31	6	ensure	ensure	VERB
asir-56759	31	7	the	the	DET
asir-56759	31	8	availability	availability	NOUN
asir-56759	31	9	and	and	CCONJ
asir-56759	31	10	computational	computational	ADJ
asir-56759	31	11	stability	stability	NOUN
asir-56759	31	12	of	of	ADP
asir-56759	31	13	acceleration	acceleration	NOUN
asir-56759	31	14	data	datum	NOUN
asir-56759	32	1	,	,	PUNCT
asir-56759	32	2	the	the	DET
asir-56759	32	3	data	data	NOUN
asir-56759	32	4	preprocessing	preprocessing	NOUN
asir-56759	32	5	includes	include	VERB
asir-56759	32	6	the	the	DET
asir-56759	32	7	following	follow	VERB
asir-56759	32	8	steps	step	NOUN
asir-56759	32	9	:	:	PUNCT
asir-56759	32	10	(	(	PUNCT
asir-56759	32	11	1	1	X
asir-56759	32	12	)	)	PUNCT
asir-56759	32	13	noise	noise	NOUN
asir-56759	32	14	reduction	reduction	NOUN
asir-56759	32	15	and	and	CCONJ
asir-56759	32	16	smoothing	smoothing	NOUN
asir-56759	32	17	:	:	PUNCT
asir-56759	32	18	low	low	ADJ
asir-56759	32	19	-	-	PUNCT
asir-56759	32	20	pass	pass	NOUN
asir-56759	32	21	filtering	filtering	NOUN
asir-56759	32	22	is	be	AUX
asir-56759	32	23	used	use	VERB
asir-56759	32	24	to	to	PART
asir-56759	32	25	remove	remove	VERB
asir-56759	32	26	high	high	ADJ
asir-56759	32	27	-	-	PUNCT
asir-56759	32	28	frequency	frequency	NOUN
asir-56759	32	29	noise	noise	NOUN
asir-56759	32	30	such	such	ADJ
asir-56759	32	31	as	as	ADP
asir-56759	32	32	wing	wing	NOUN
asir-56759	32	33	beating	beating	NOUN
asir-56759	32	34	,	,	PUNCT
asir-56759	32	35	and	and	CCONJ
asir-56759	32	36	sliding	slide	VERB
asir-56759	32	37	average	average	NOUN
asir-56759	32	38	is	be	AUX
asir-56759	32	39	used	use	VERB
asir-56759	32	40	to	to	PART
asir-56759	32	41	smooth	smooth	VERB
asir-56759	32	42	the	the	DET
asir-56759	32	43	signal	signal	NOUN
asir-56759	32	44	,	,	PUNCT
asir-56759	32	45	retaining	retain	VERB
asir-56759	32	46	low	low	ADJ
asir-56759	32	47	-	-	PUNCT
asir-56759	32	48	frequency	frequency	NOUN
asir-56759	32	49	features	feature	NOUN
asir-56759	32	50	related	relate	VERB
asir-56759	32	51	to	to	ADP
asir-56759	32	52	nest	nest	NOUN
asir-56759	32	53	-	-	PUNCT
asir-56759	32	54	holding	hold	VERB
asir-56759	32	55	behavior	behavior	NOUN
asir-56759	32	56	.	.	PUNCT
asir-56759	33	1	(	(	PUNCT
asir-56759	33	2	2	2	X
asir-56759	33	3	)	)	PUNCT
asir-56759	33	4	missing	miss	VERB
asir-56759	33	5	value	value	NOUN
asir-56759	33	6	filling	filling	NOUN
asir-56759	33	7	:	:	PUNCT
asir-56759	33	8	linear	linear	ADJ
asir-56759	33	9	interpolation	interpolation	NOUN
asir-56759	33	10	is	be	AUX
asir-56759	33	11	used	use	VERB
asir-56759	33	12	to	to	PART
asir-56759	33	13	maintain	maintain	VERB
asir-56759	33	14	the	the	DET
asir-56759	33	15	continuity	continuity	NOUN
asir-56759	33	16	of	of	ADP
asir-56759	33	17	time	time	NOUN
asir-56759	33	18	series	series	NOUN
asir-56759	33	19	signals	signal	NOUN
asir-56759	33	20	.	.	PUNCT
asir-56759	34	1	(	(	PUNCT
asir-56759	34	2	3	3	X
asir-56759	34	3	)	)	PUNCT
asir-56759	34	4	feature	feature	NOUN
asir-56759	34	5	normalization	normalization	NOUN
asir-56759	34	6	:	:	PUNCT
asir-56759	34	7	z	z	X
asir-56759	34	8	-	-	PUNCT
asir-56759	34	9	score	score	NOUN
asir-56759	34	10	standardization	standardization	NOUN
asir-56759	34	11	is	be	AUX
asir-56759	34	12	applied	apply	VERB
asir-56759	34	13	to	to	ADP
asir-56759	34	14	acceleration	acceleration	NOUN
asir-56759	34	15	values	value	NOUN
asir-56759	34	16	across	across	ADP
asir-56759	34	17	all	all	DET
asir-56759	34	18	axes	axis	NOUN
asir-56759	34	19	to	to	PART
asir-56759	34	20	unify	unify	VERB
asir-56759	34	21	dimensions	dimension	NOUN
asir-56759	34	22	and	and	CCONJ
asir-56759	34	23	improve	improve	VERB
asir-56759	34	24	model	model	NOUN
asir-56759	34	25	convergence	convergence	NOUN
asir-56759	34	26	.	.	PUNCT
asir-56759	35	1	(	(	PUNCT
asir-56759	35	2	4	4	X
asir-56759	35	3	)	)	PUNCT
asir-56759	35	4	time	time	NOUN
asir-56759	35	5	window	window	NOUN
asir-56759	35	6	division	division	NOUN
asir-56759	35	7	:	:	PUNCT
asir-56759	35	8	the	the	DET
asir-56759	35	9	continuous	continuous	ADJ
asir-56759	35	10	signal	signal	NOUN
asir-56759	35	11	is	be	AUX
asir-56759	35	12	divided	divide	VERB
asir-56759	35	13	into	into	ADP
asir-56759	35	14	fixed	fix	VERB
asir-56759	35	15	length	length	NOUN
asir-56759	35	16	behavioral	behavioral	ADJ
asir-56759	35	17	fragments	fragment	NOUN
asir-56759	35	18	by	by	ADP
asir-56759	35	19	using	use	VERB
asir-56759	35	20	overlapping	overlap	VERB
asir-56759	35	21	sliding	slide	VERB
asir-56759	35	22	window	window	NOUN
asir-56759	35	23	,	,	PUNCT
asir-56759	35	24	which	which	PRON
asir-56759	35	25	provides	provide	VERB
asir-56759	35	26	a	a	DET
asir-56759	35	27	sample	sample	NOUN
asir-56759	35	28	basis	basis	NOUN
asir-56759	35	29	for	for	ADP
asir-56759	35	30	the	the	DET
asir-56759	35	31	construction	construction	NOUN
asir-56759	35	32	of	of	ADP
asir-56759	35	33	subsequent	subsequent	ADJ
asir-56759	35	34	time	time	NOUN
asir-56759	35	35	series	series	PROPN
asir-56759	35	36	features	feature	VERB
asir-56759	35	37	.	.	PUNCT
asir-56759	36	1	2.2	2.2	NUM
asir-56759	36	2	nesting	nesting	ADJ
asir-56759	36	3	behavior	behavior	NOUN
asir-56759	36	4	characterization	characterization	NOUN
asir-56759	36	5	using	use	VERB
asir-56759	36	6	explainable	explainable	ADJ
asir-56759	36	7	feature	feature	NOUN
asir-56759	36	8	engineering	engineer	VERB
asir-56759	36	9	the	the	DET
asir-56759	36	10	goose	goose	NOUN
asir-56759	36	11	nest	nest	NOUN
asir-56759	36	12	-	-	PUNCT
asir-56759	36	13	building	building	NOUN
asir-56759	36	14	behavior	behavior	NOUN
asir-56759	36	15	,	,	PUNCT
asir-56759	36	16	characterized	characterize	VERB
asir-56759	36	17	by	by	ADP
asir-56759	36	18	low	low	ADJ
asir-56759	36	19	activity	activity	NOUN
asir-56759	36	20	,	,	PUNCT
asir-56759	36	21	prolonged	prolonged	ADJ
asir-56759	36	22	duration	duration	NOUN
asir-56759	36	23	,	,	PUNCT
asir-56759	36	24	and	and	CCONJ
asir-56759	36	25	weak	weak	ADJ
asir-56759	36	26	periodicity	periodicity	NOUN
asir-56759	36	27	,	,	PUNCT
asir-56759	36	28	is	be	AUX
asir-56759	36	29	a	a	DET
asir-56759	36	30	key	key	ADJ
asir-56759	36	31	limiting	limit	VERB
asir-56759	36	32	factor	factor	NOUN
asir-56759	36	33	affecting	affect	VERB
asir-56759	36	34	egg	egg	NOUN
asir-56759	36	35	production	production	NOUN
asir-56759	36	36	in	in	ADP
asir-56759	36	37	flock	flock	NOUN
asir-56759	36	38	rearing	rear	VERB
asir-56759	36	39	environments	environment	NOUN
asir-56759	36	40	.	.	PUNCT
asir-56759	37	1	to	to	PART
asir-56759	37	2	accurately	accurately	ADV
asir-56759	37	3	characterize	characterize	VERB
asir-56759	37	4	nest	nest	NOUN
asir-56759	37	5	-	-	PUNCT
asir-56759	37	6	building	build	VERB
asir-56759	37	7	behavior	behavior	NOUN
asir-56759	37	8	from	from	ADP
asir-56759	37	9	acceleration	acceleration	NOUN
asir-56759	37	10	data	datum	NOUN
asir-56759	37	11	,	,	PUNCT
asir-56759	37	12	this	this	DET
asir-56759	37	13	study	study	NOUN
asir-56759	37	14	establishes	establish	VERB
asir-56759	37	15	an	an	DET
asir-56759	37	16	interpretable	interpretable	ADJ
asir-56759	37	17	feature	feature	NOUN
asir-56759	37	18	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-56759	37	19	applied	apply	VERB
asir-56759	37	20	science	science	NOUN
asir-56759	37	21	and	and	CCONJ
asir-56759	37	22	innovative	innovative	ADJ
asir-56759	37	23	research	research	NOUN
asir-56759	37	24	vol	vol	NOUN
asir-56759	37	25	.	.	PUNCT
asir-56759	38	1	9	9	NUM
asir-56759	38	2	,	,	PUNCT
asir-56759	38	3	no	no	INTJ
asir-56759	38	4	.	.	NOUN
asir-56759	38	5	4	4	NUM
asir-56759	38	6	,	,	PUNCT
asir-56759	38	7	2025	2025	NUM
asir-56759	38	8	76	76	NUM
asir-56759	38	9	published	publish	VERB
asir-56759	38	10	by	by	ADP
asir-56759	38	11	scholink	scholink	PROPN
asir-56759	38	12	inc	inc	PROPN
asir-56759	38	13	.	.	PROPN
asir-56759	38	14	engineering	engineering	NOUN
asir-56759	38	15	framework	framework	NOUN
asir-56759	38	16	comprising	comprise	VERB
asir-56759	38	17	three	three	NUM
asir-56759	38	18	stages	stage	NOUN
asir-56759	38	19	:	:	PUNCT
asir-56759	39	1	multi	multi	ADJ
asir-56759	39	2	-	-	ADJ
asir-56759	39	3	dimensional	dimensional	ADJ
asir-56759	39	4	feature	feature	NOUN
asir-56759	39	5	extraction	extraction	NOUN
asir-56759	39	6	,	,	PUNCT
asir-56759	39	7	significance	significance	NOUN
asir-56759	39	8	screening	screening	NOUN
asir-56759	39	9	,	,	PUNCT
asir-56759	39	10	and	and	CCONJ
asir-56759	39	11	cross	cross	ADJ
asir-56759	39	12	-	-	ADJ
asir-56759	39	13	axis	axis	ADJ
asir-56759	39	14	fusion	fusion	NOUN
asir-56759	39	15	,	,	PUNCT
asir-56759	39	16	as	as	SCONJ
asir-56759	39	17	shown	show	VERB
asir-56759	39	18	in	in	ADP
asir-56759	39	19	figure	figure	NOUN
asir-56759	39	20	2	2	NUM
asir-56759	39	21	.	.	PUNCT
asir-56759	39	22	figure	figure	NOUN
asir-56759	39	23	2	2	NUM
asir-56759	39	24	.	.	PUNCT
asir-56759	39	25	feature	feature	NOUN
asir-56759	39	26	engineering	engineering	NOUN
asir-56759	39	27	flow	flow	NOUN
asir-56759	39	28	chart	chart	NOUN
asir-56759	39	29	to	to	PART
asir-56759	39	30	comprehensively	comprehensively	ADV
asir-56759	39	31	describe	describe	VERB
asir-56759	39	32	the	the	DET
asir-56759	39	33	macroscopic	macroscopic	ADJ
asir-56759	39	34	and	and	CCONJ
asir-56759	39	35	microscopic	microscopic	ADJ
asir-56759	39	36	dynamic	dynamic	ADJ
asir-56759	39	37	characteristics	characteristic	NOUN
asir-56759	39	38	of	of	ADP
asir-56759	39	39	nest	nest	NOUN
asir-56759	39	40	-	-	PUNCT
asir-56759	39	41	building	building	NOUN
asir-56759	39	42	behavior	behavior	NOUN
asir-56759	39	43	,	,	PUNCT
asir-56759	39	44	we	we	PRON
asir-56759	39	45	utilized	utilize	VERB
asir-56759	39	46	tsfresh	tsfresh	PROPN
asir-56759	39	47	(	(	PUNCT
asir-56759	39	48	christ	christ	PROPN
asir-56759	39	49	et	et	PROPN
asir-56759	39	50	al	al	PROPN
asir-56759	39	51	.	.	PROPN
asir-56759	39	52	,	,	PUNCT
asir-56759	39	53	2018	2018	NUM
asir-56759	39	54	)	)	PUNCT
asir-56759	39	55	to	to	PART
asir-56759	39	56	automatically	automatically	ADV
asir-56759	39	57	extract	extract	VERB
asir-56759	39	58	features	feature	NOUN
asir-56759	39	59	from	from	ADP
asir-56759	39	60	accelerated	accelerate	VERB
asir-56759	39	61	sliding	slide	VERB
asir-56759	39	62	windows	window	NOUN
asir-56759	39	63	.	.	PUNCT
asir-56759	40	1	these	these	DET
asir-56759	40	2	features	feature	NOUN
asir-56759	40	3	include	include	VERB
asir-56759	40	4	:	:	PUNCT
asir-56759	40	5	time	time	NOUN
asir-56759	40	6	-	-	PUNCT
asir-56759	40	7	domain	domain	NOUN
asir-56759	40	8	characteristics	characteristic	NOUN
asir-56759	40	9	for	for	ADP
asir-56759	40	10	characterizing	characterize	VERB
asir-56759	40	11	low	low	ADJ
asir-56759	40	12	-	-	PUNCT
asir-56759	40	13	amplitude	amplitude	NOUN
asir-56759	40	14	and	and	CCONJ
asir-56759	40	15	posture	posture	NOUN
asir-56759	40	16	stability	stability	NOUN
asir-56759	40	17	during	during	ADP
asir-56759	40	18	nest	nest	NOUN
asir-56759	40	19	-	-	PUNCT
asir-56759	40	20	building	building	NOUN
asir-56759	40	21	;	;	PUNCT
asir-56759	40	22	frequency	frequency	NOUN
asir-56759	40	23	-	-	PUNCT
asir-56759	40	24	domain	domain	NOUN
asir-56759	40	25	characteristics	characteristic	NOUN
asir-56759	40	26	to	to	PART
asir-56759	40	27	capture	capture	VERB
asir-56759	40	28	periodic	periodic	ADJ
asir-56759	40	29	micromovements	micromovement	NOUN
asir-56759	40	30	with	with	ADP
asir-56759	40	31	energy	energy	NOUN
asir-56759	40	32	concentration	concentration	NOUN
asir-56759	40	33	at	at	ADP
asir-56759	40	34	low	low	ADJ
asir-56759	40	35	frequencies	frequency	NOUN
asir-56759	40	36	;	;	PUNCT
asir-56759	40	37	statistical	statistical	ADJ
asir-56759	40	38	-	-	PUNCT
asir-56759	40	39	dependent	dependent	ADJ
asir-56759	40	40	features	feature	NOUN
asir-56759	40	41	reflecting	reflect	VERB
asir-56759	40	42	high	high	ADJ
asir-56759	40	43	persistence	persistence	NOUN
asir-56759	40	44	and	and	CCONJ
asir-56759	40	45	internal	internal	ADJ
asir-56759	40	46	consistency	consistency	NOUN
asir-56759	40	47	;	;	PUNCT
asir-56759	40	48	and	and	CCONJ
asir-56759	40	49	autoregressive	autoregressive	ADJ
asir-56759	40	50	features	feature	NOUN
asir-56759	40	51	to	to	PART
asir-56759	40	52	depict	depict	VERB
asir-56759	40	53	temporal	temporal	ADJ
asir-56759	40	54	inertial	inertial	ADJ
asir-56759	40	55	structures	structure	NOUN
asir-56759	40	56	during	during	ADP
asir-56759	40	57	nest	nest	NOUN
asir-56759	40	58	-	-	PUNCT
asir-56759	40	59	building	building	NOUN
asir-56759	40	60	.	.	PUNCT
asir-56759	41	1	to	to	PART
asir-56759	41	2	eliminate	eliminate	VERB
asir-56759	41	3	redundant	redundant	ADJ
asir-56759	41	4	features	feature	NOUN
asir-56759	41	5	and	and	CCONJ
asir-56759	41	6	enhance	enhance	VERB
asir-56759	41	7	discriminative	discriminative	NOUN
asir-56759	41	8	power	power	NOUN
asir-56759	41	9	,	,	PUNCT
asir-56759	41	10	we	we	PRON
asir-56759	41	11	conducted	conduct	VERB
asir-56759	41	12	kolmogorov	kolmogorov	PROPN
asir-56759	41	13	–	–	PUNCT
asir-56759	41	14	smirnov	smirnov	ADJ
asir-56759	41	15	tests	test	NOUN
asir-56759	41	16	(	(	PUNCT
asir-56759	41	17	berger	berger	PROPN
asir-56759	41	18	et	et	PROPN
asir-56759	41	19	al	al	PROPN
asir-56759	41	20	.	.	PROPN
asir-56759	41	21	,	,	PUNCT
asir-56759	41	22	2014	2014	NUM
asir-56759	41	23	)	)	PUNCT
asir-56759	41	24	to	to	PART
asir-56759	41	25	analyze	analyze	VERB
asir-56759	41	26	the	the	DET
asir-56759	41	27	significance	significance	NOUN
asir-56759	41	28	of	of	ADP
asir-56759	41	29	feature	feature	NOUN
asir-56759	41	30	distribution	distribution	NOUN
asir-56759	41	31	differences	difference	NOUN
asir-56759	41	32	between	between	ADP
asir-56759	41	33	nest	nest	NOUN
asir-56759	41	34	-	-	PUNCT
asir-56759	41	35	building	building	NOUN
asir-56759	41	36	and	and	CCONJ
asir-56759	41	37	non	non	ADJ
asir-56759	41	38	-	-	ADJ
asir-56759	41	39	nest	nest	ADJ
asir-56759	41	40	-	-	PUNCT
asir-56759	41	41	building	building	NOUN
asir-56759	41	42	samples	sample	NOUN
asir-56759	41	43	,	,	PUNCT
asir-56759	41	44	retaining	retain	VERB
asir-56759	41	45	only	only	ADV
asir-56759	41	46	core	core	NOUN
asir-56759	41	47	features	feature	NOUN
asir-56759	41	48	with	with	ADP
asir-56759	41	49	distinct	distinct	ADJ
asir-56759	41	50	discriminative	discriminative	NOUN
asir-56759	41	51	capabilities	capability	NOUN
asir-56759	41	52	.	.	PUNCT
asir-56759	42	1	considering	consider	VERB
asir-56759	42	2	the	the	DET
asir-56759	42	3	nest	nest	NOUN
asir-56759	42	4	-	-	PUNCT
asir-56759	42	5	building	building	NOUN
asir-56759	42	6	posture	posture	NOUN
asir-56759	42	7	as	as	ADP
asir-56759	42	8	a	a	DET
asir-56759	42	9	three	three	NUM
asir-56759	42	10	-	-	PUNCT
asir-56759	42	11	dimensional	dimensional	ADJ
asir-56759	42	12	coordinated	coordinated	ADJ
asir-56759	42	13	movement	movement	NOUN
asir-56759	42	14	,	,	PUNCT
asir-56759	42	15	single	single	ADJ
asir-56759	42	16	-	-	PUNCT
asir-56759	42	17	axis	axis	NOUN
asir-56759	42	18	features	feature	NOUN
asir-56759	42	19	can	can	AUX
asir-56759	42	20	not	not	PART
asir-56759	42	21	fully	fully	ADV
asir-56759	42	22	capture	capture	VERB
asir-56759	42	23	its	its	PRON
asir-56759	42	24	complexity	complexity	NOUN
asir-56759	42	25	.	.	PUNCT
asir-56759	43	1	this	this	DET
asir-56759	43	2	study	study	NOUN
asir-56759	43	3	employs	employ	VERB
asir-56759	43	4	kernel	kernel	PROPN
asir-56759	43	5	canonical	canonical	ADJ
asir-56759	43	6	correlation	correlation	NOUN
asir-56759	43	7	analysis	analysis	NOUN
asir-56759	43	8	(	(	PUNCT
asir-56759	43	9	kcca	kcca	PROPN
asir-56759	43	10	)	)	PUNCT
asir-56759	43	11	to	to	PART
asir-56759	43	12	perform	perform	VERB
asir-56759	43	13	nonlinear	nonlinear	ADJ
asir-56759	43	14	fusion	fusion	NOUN
asir-56759	43	15	of	of	ADP
asir-56759	43	16	x	x	PROPN
asir-56759	43	17	,	,	PUNCT
asir-56759	43	18	y	y	PROPN
asir-56759	43	19	,	,	PUNCT
asir-56759	43	20	and	and	CCONJ
asir-56759	43	21	z	z	NOUN
asir-56759	43	22	-	-	PUNCT
asir-56759	43	23	axis	axis	NOUN
asir-56759	43	24	features	feature	NOUN
asir-56759	43	25	(	(	PUNCT
asir-56759	43	26	zheng	zheng	X
asir-56759	43	27	et	et	PROPN
asir-56759	43	28	al	al	PROPN
asir-56759	43	29	.	.	PROPN
asir-56759	43	30	,	,	PUNCT
asir-56759	43	31	2006	2006	NUM
asir-56759	43	32	;	;	PUNCT
asir-56759	43	33	nadil	nadil	PROPN
asir-56759	43	34	et	et	PROPN
asir-56759	43	35	al	al	PROPN
asir-56759	43	36	.	.	PROPN
asir-56759	43	37	,	,	PUNCT
asir-56759	43	38	2016	2016	NUM
asir-56759	43	39	;	;	PUNCT
asir-56759	43	40	bai	bai	PROPN
asir-56759	43	41	et	et	PROPN
asir-56759	43	42	al	al	PROPN
asir-56759	43	43	.	.	PROPN
asir-56759	43	44	,	,	PUNCT
asir-56759	43	45	2018	2018	NUM
asir-56759	43	46	)	)	PUNCT
asir-56759	43	47	.	.	PUNCT
asir-56759	44	1	kcca	kcca	ADJ
asir-56759	44	2	extracts	extract	NOUN
asir-56759	44	3	the	the	DET
asir-56759	44	4	maximum	maximum	ADJ
asir-56759	44	5	correlation	correlation	NOUN
asir-56759	44	6	projections	projection	NOUN
asir-56759	44	7	between	between	ADP
asir-56759	44	8	multiple	multiple	ADJ
asir-56759	44	9	axes	axis	NOUN
asir-56759	44	10	through	through	ADP
asir-56759	44	11	kernel	kernel	PROPN
asir-56759	44	12	mapping	mapping	PROPN
asir-56759	44	13	,	,	PUNCT
asir-56759	44	14	enhancing	enhance	VERB
asir-56759	44	15	the	the	DET
asir-56759	44	16	precision	precision	NOUN
asir-56759	44	17	and	and	CCONJ
asir-56759	44	18	recognition	recognition	NOUN
asir-56759	44	19	of	of	ADP
asir-56759	44	20	nest	nest	NOUN
asir-56759	44	21	-	-	PUNCT
asir-56759	44	22	building	building	NOUN
asir-56759	44	23	behavior	behavior	NOUN
asir-56759	44	24	representation	representation	NOUN
asir-56759	44	25	while	while	SCONJ
asir-56759	44	26	generating	generate	VERB
asir-56759	44	27	deep	deep	ADJ
asir-56759	44	28	fusion	fusion	NOUN
asir-56759	44	29	features	feature	NOUN
asir-56759	44	30	(	(	PUNCT
asir-56759	44	31	yan	yan	PROPN
asir-56759	44	32	et	et	PROPN
asir-56759	44	33	al	al	PROPN
asir-56759	44	34	.	.	PROPN
asir-56759	44	35	,	,	PUNCT
asir-56759	44	36	2014	2014	NUM
asir-56759	44	37	)	)	PUNCT
asir-56759	44	38	,	,	PUNCT
asir-56759	44	39	as	as	SCONJ
asir-56759	44	40	shown	show	VERB
asir-56759	44	41	in	in	ADP
asir-56759	44	42	figure	figure	NOUN
asir-56759	44	43	3	3	NUM
asir-56759	44	44	.	.	NOUN
asir-56759	44	45	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-56759	44	46	applied	apply	VERB
asir-56759	44	47	science	science	NOUN
asir-56759	44	48	and	and	CCONJ
asir-56759	44	49	innovative	innovative	ADJ
asir-56759	44	50	research	research	NOUN
asir-56759	44	51	vol	vol	NOUN
asir-56759	44	52	.	.	PUNCT
asir-56759	45	1	9	9	NUM
asir-56759	45	2	,	,	PUNCT
asir-56759	45	3	no	no	INTJ
asir-56759	45	4	.	.	NOUN
asir-56759	45	5	4	4	NUM
asir-56759	45	6	,	,	PUNCT
asir-56759	45	7	2025	2025	NUM
asir-56759	45	8	77	77	NUM
asir-56759	45	9	published	publish	VERB
asir-56759	45	10	by	by	ADP
asir-56759	45	11	scholink	scholink	PROPN
asir-56759	45	12	inc	inc	PROPN
asir-56759	45	13	.	.	PROPN
asir-56759	45	14	figure	figure	PROPN
asir-56759	45	15	3	3	NUM
asir-56759	45	16	.	.	X
asir-56759	45	17	kcca	kcca	VERB
asir-56759	45	18	cross	cross	ADJ
asir-56759	45	19	-	-	ADJ
asir-56759	45	20	axis	axis	ADJ
asir-56759	45	21	feature	feature	NOUN
asir-56759	45	22	fusion	fusion	NOUN
asir-56759	45	23	diagram	diagram	NOUN
asir-56759	45	24	2.3	2.3	NUM
asir-56759	45	25	construction	construction	NOUN
asir-56759	45	26	of	of	ADP
asir-56759	45	27	the	the	DET
asir-56759	45	28	ifesm	ifesm	ADJ
asir-56759	45	29	-	-	PUNCT
asir-56759	45	30	gnd	gnd	NOUN
asir-56759	45	31	nesting	nesting	ADJ
asir-56759	45	32	detection	detection	NOUN
asir-56759	45	33	model	model	NOUN
asir-56759	45	34	after	after	ADP
asir-56759	45	35	completing	complete	VERB
asir-56759	45	36	the	the	DET
asir-56759	45	37	multidimensional	multidimensional	ADJ
asir-56759	45	38	feature	feature	NOUN
asir-56759	45	39	representation	representation	NOUN
asir-56759	45	40	of	of	ADP
asir-56759	45	41	nest	nest	NOUN
asir-56759	45	42	-	-	PUNCT
asir-56759	45	43	building	building	NOUN
asir-56759	45	44	behavior	behavior	NOUN
asir-56759	45	45	,	,	PUNCT
asir-56759	45	46	this	this	DET
asir-56759	45	47	study	study	NOUN
asir-56759	45	48	developed	develop	VERB
asir-56759	45	49	an	an	DET
asir-56759	45	50	interpretable	interpretable	ADJ
asir-56759	45	51	feature	feature	NOUN
asir-56759	45	52	-	-	PUNCT
asir-56759	45	53	engineered	engineer	VERB
asir-56759	45	54	stacked	stack	VERB
asir-56759	45	55	integration	integration	NOUN
asir-56759	45	56	model	model	NOUN
asir-56759	45	57	(	(	PUNCT
asir-56759	45	58	ifesm	ifesm	PROPN
asir-56759	45	59	-	-	PUNCT
asir-56759	45	60	gnd	gnd	NOUN
asir-56759	45	61	)	)	PUNCT
asir-56759	45	62	to	to	PART
asir-56759	45	63	achieve	achieve	VERB
asir-56759	45	64	highprecision	highprecision	NOUN
asir-56759	45	65	automatic	automatic	ADJ
asir-56759	45	66	recognition	recognition	NOUN
asir-56759	45	67	,	,	PUNCT
asir-56759	45	68	the	the	DET
asir-56759	45	69	model	model	NOUN
asir-56759	45	70	architecture	architecture	NOUN
asir-56759	45	71	is	be	AUX
asir-56759	45	72	shown	show	VERB
asir-56759	45	73	in	in	ADP
asir-56759	45	74	figure	figure	NOUN
asir-56759	45	75	4	4	NUM
asir-56759	45	76	.	.	PUNCT
asir-56759	45	77	by	by	ADP
asir-56759	45	78	leveraging	leverage	VERB
asir-56759	45	79	the	the	DET
asir-56759	45	80	predictive	predictive	ADJ
asir-56759	45	81	advantages	advantage	NOUN
asir-56759	45	82	of	of	ADP
asir-56759	45	83	multi	multi	ADJ
asir-56759	45	84	-	-	ADJ
asir-56759	45	85	learner	learner	ADJ
asir-56759	45	86	fusion	fusion	NOUN
asir-56759	45	87	(	(	PUNCT
asir-56759	45	88	pavlyshenko	pavlyshenko	NOUN
asir-56759	45	89	,	,	PUNCT
asir-56759	45	90	2018	2018	NUM
asir-56759	45	91	)	)	PUNCT
asir-56759	45	92	,	,	PUNCT
asir-56759	45	93	the	the	DET
asir-56759	45	94	model	model	NOUN
asir-56759	45	95	enhances	enhance	VERB
asir-56759	45	96	its	its	PRON
asir-56759	45	97	ability	ability	NOUN
asir-56759	45	98	to	to	PART
asir-56759	45	99	identify	identify	VERB
asir-56759	45	100	nestbuilding	nestbuilde	VERB
asir-56759	45	101	behavior	behavior	NOUN
asir-56759	45	102	characterized	characterize	VERB
asir-56759	45	103	by	by	ADP
asir-56759	45	104	"	"	PUNCT
asir-56759	45	105	low	low	ADJ
asir-56759	45	106	activity	activity	NOUN
asir-56759	45	107	,	,	PUNCT
asir-56759	45	108	ambiguous	ambiguous	ADJ
asir-56759	45	109	boundaries	boundary	NOUN
asir-56759	45	110	,	,	PUNCT
asir-56759	45	111	and	and	CCONJ
asir-56759	45	112	weak	weak	ADJ
asir-56759	45	113	inter	inter	ADJ
asir-56759	45	114	-	-	ADJ
asir-56759	45	115	class	class	ADJ
asir-56759	45	116	differences	difference	NOUN
asir-56759	45	117	"	"	PUNCT
asir-56759	45	118	.	.	PUNCT
asir-56759	46	1	the	the	DET
asir-56759	46	2	model	model	NOUN
asir-56759	46	3	adopts	adopt	VERB
asir-56759	46	4	a	a	DET
asir-56759	46	5	dual	dual	ADJ
asir-56759	46	6	-	-	PUNCT
asir-56759	46	7	layer	layer	NOUN
asir-56759	46	8	architecture	architecture	NOUN
asir-56759	46	9	comprising	comprise	VERB
asir-56759	46	10	a	a	DET
asir-56759	46	11	base	base	ADJ
asir-56759	46	12	learner	learner	NOUN
asir-56759	46	13	layer	layer	NOUN
asir-56759	46	14	and	and	CCONJ
asir-56759	46	15	a	a	DET
asir-56759	46	16	metalearning	metalearning	NOUN
asir-56759	46	17	layer	layer	NOUN
asir-56759	46	18	.	.	PUNCT
asir-56759	47	1	the	the	DET
asir-56759	47	2	foundational	foundational	ADJ
asir-56759	47	3	learning	learn	VERB
asir-56759	47	4	layers	layer	NOUN
asir-56759	47	5	capture	capture	VERB
asir-56759	47	6	cluster	cluster	NOUN
asir-56759	47	7	characteristics	characteristic	NOUN
asir-56759	47	8	from	from	ADP
asir-56759	47	9	diverse	diverse	ADJ
asir-56759	47	10	learning	learning	NOUN
asir-56759	47	11	mechanisms	mechanism	NOUN
asir-56759	47	12	.	.	PUNCT
asir-56759	48	1	this	this	DET
asir-56759	48	2	study	study	NOUN
asir-56759	48	3	selects	select	VERB
asir-56759	48	4	four	four	NUM
asir-56759	48	5	complementary	complementary	ADJ
asir-56759	48	6	classifiers	classifier	NOUN
asir-56759	48	7	as	as	ADP
asir-56759	48	8	base	base	NOUN
asir-56759	48	9	learners	learner	NOUN
asir-56759	48	10	:	:	PUNCT
asir-56759	48	11	mlps	mlp	VERB
asir-56759	48	12	mine	mine	VERB
asir-56759	48	13	nonlinear	nonlinear	ADJ
asir-56759	48	14	combinations	combination	NOUN
asir-56759	48	15	of	of	ADP
asir-56759	48	16	features	feature	NOUN
asir-56759	48	17	;	;	PUNCT
asir-56759	48	18	svms	svms	NOUN
asir-56759	48	19	construct	construct	VERB
asir-56759	48	20	high	high	ADJ
asir-56759	48	21	-	-	PUNCT
asir-56759	48	22	dimensional	dimensional	ADJ
asir-56759	48	23	hyperplanes	hyperplane	NOUN
asir-56759	48	24	emphasizing	emphasize	VERB
asir-56759	48	25	boundary	boundary	ADJ
asir-56759	48	26	discrimination	discrimination	NOUN
asir-56759	48	27	;	;	PUNCT
asir-56759	48	28	random	random	ADJ
asir-56759	48	29	forests	forest	NOUN
asir-56759	48	30	handle	handle	VERB
asir-56759	48	31	feature	feature	NOUN
asir-56759	48	32	randomness	randomness	NOUN
asir-56759	48	33	through	through	ADP
asir-56759	48	34	multi	multi	ADJ
asir-56759	48	35	-	-	ADJ
asir-56759	48	36	tree	tree	ADJ
asir-56759	48	37	voting	voting	NOUN
asir-56759	48	38	;	;	PUNCT
asir-56759	48	39	and	and	CCONJ
asir-56759	48	40	xgboost	xgboost	ADV
asir-56759	48	41	utilizes	utilize	VERB
asir-56759	48	42	gradient	gradient	NOUN
asir-56759	48	43	boosting	boost	VERB
asir-56759	48	44	to	to	PART
asir-56759	48	45	capture	capture	VERB
asir-56759	48	46	fine	fine	ADV
asir-56759	48	47	-	-	PUNCT
asir-56759	48	48	grained	grain	VERB
asir-56759	48	49	feature	feature	NOUN
asir-56759	48	50	variations	variation	NOUN
asir-56759	48	51	.	.	PUNCT
asir-56759	49	1	after	after	ADP
asir-56759	49	2	feature	feature	NOUN
asir-56759	49	3	engineering	engineering	NOUN
asir-56759	49	4	,	,	PUNCT
asir-56759	49	5	samples	sample	NOUN
asir-56759	49	6	are	be	AUX
asir-56759	49	7	fed	feed	VERB
asir-56759	49	8	into	into	ADP
asir-56759	49	9	these	these	DET
asir-56759	49	10	four	four	NUM
asir-56759	49	11	base	base	NOUN
asir-56759	49	12	learners	learner	NOUN
asir-56759	49	13	,	,	PUNCT
asir-56759	49	14	with	with	ADP
asir-56759	49	15	each	each	DET
asir-56759	49	16	model	model	NOUN
asir-56759	49	17	independently	independently	ADV
asir-56759	49	18	outputting	output	VERB
asir-56759	49	19	a	a	DET
asir-56759	49	20	cluster	cluster	NOUN
asir-56759	49	21	probability	probability	NOUN
asir-56759	49	22	as	as	ADP
asir-56759	49	23	the	the	DET
asir-56759	49	24	first	first	ADJ
asir-56759	49	25	-	-	PUNCT
asir-56759	49	26	layer	layer	NOUN
asir-56759	49	27	prediction	prediction	NOUN
asir-56759	49	28	.	.	PUNCT
asir-56759	50	1	the	the	DET
asir-56759	50	2	meta	meta	ADJ
asir-56759	50	3	-	-	PUNCT
asir-56759	50	4	learner	learner	NOUN
asir-56759	50	5	layer	layer	NOUN
asir-56759	50	6	utilizes	utilize	VERB
asir-56759	50	7	the	the	DET
asir-56759	50	8	prediction	prediction	NOUN
asir-56759	50	9	probabilities	probability	NOUN
asir-56759	50	10	from	from	ADP
asir-56759	50	11	the	the	DET
asir-56759	50	12	base	base	NOUN
asir-56759	50	13	learners	learner	NOUN
asir-56759	50	14	as	as	ADP
asir-56759	50	15	new	new	ADJ
asir-56759	50	16	meta	meta	NOUN
asir-56759	50	17	-	-	PUNCT
asir-56759	50	18	features	feature	NOUN
asir-56759	50	19	,	,	PUNCT
asir-56759	50	20	with	with	ADP
asir-56759	50	21	xgboost	xgboost	X
asir-56759	50	22	constructing	construct	VERB
asir-56759	50	23	a	a	DET
asir-56759	50	24	meta	meta	ADJ
asir-56759	50	25	-	-	PUNCT
asir-56759	50	26	classifier	classifier	NOUN
asir-56759	50	27	to	to	PART
asir-56759	50	28	integrate	integrate	VERB
asir-56759	50	29	final	final	ADJ
asir-56759	50	30	decisions	decision	NOUN
asir-56759	50	31	.	.	PUNCT
asir-56759	51	1	by	by	ADP
asir-56759	51	2	learning	learn	VERB
asir-56759	51	3	the	the	DET
asir-56759	51	4	complementarity	complementarity	NOUN
asir-56759	51	5	and	and	CCONJ
asir-56759	51	6	bias	bias	NOUN
asir-56759	51	7	correction	correction	NOUN
asir-56759	51	8	strategies	strategy	NOUN
asir-56759	51	9	among	among	ADP
asir-56759	51	10	base	base	NOUN
asir-56759	51	11	learners	learner	NOUN
asir-56759	51	12	,	,	PUNCT
asir-56759	51	13	the	the	DET
asir-56759	51	14	meta	meta	ADJ
asir-56759	51	15	-	-	PUNCT
asir-56759	51	16	learner	learner	NOUN
asir-56759	51	17	achieves	achieve	VERB
asir-56759	51	18	more	more	ADV
asir-56759	51	19	robust	robust	ADJ
asir-56759	51	20	ensemble	ensemble	ADJ
asir-56759	51	21	results	result	NOUN
asir-56759	51	22	.	.	PUNCT
asir-56759	52	1	this	this	DET
asir-56759	52	2	study	study	NOUN
asir-56759	52	3	employs	employ	VERB
asir-56759	52	4	k	k	ADJ
asir-56759	52	5	-	-	ADJ
asir-56759	52	6	fold	fold	ADJ
asir-56759	52	7	cross	cross	NOUN
asir-56759	52	8	-	-	NOUN
asir-56759	52	9	validation	validation	NOUN
asir-56759	52	10	for	for	ADP
asir-56759	52	11	both	both	DET
asir-56759	52	12	training	training	NOUN
asir-56759	52	13	and	and	CCONJ
asir-56759	52	14	evaluation	evaluation	NOUN
asir-56759	52	15	to	to	PART
asir-56759	52	16	ensure	ensure	VERB
asir-56759	52	17	the	the	DET
asir-56759	52	18	model	model	NOUN
asir-56759	52	19	's	's	PART
asir-56759	52	20	generalization	generalization	NOUN
asir-56759	52	21	across	across	ADP
asir-56759	52	22	different	different	ADJ
asir-56759	52	23	populations	population	NOUN
asir-56759	52	24	and	and	CCONJ
asir-56759	52	25	time	time	NOUN
asir-56759	52	26	periods	period	NOUN
asir-56759	52	27	.	.	PUNCT
asir-56759	53	1	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	PROPN
asir-56759	53	2	applied	apply	VERB
asir-56759	53	3	science	science	NOUN
asir-56759	53	4	and	and	CCONJ
asir-56759	53	5	innovative	innovative	ADJ
asir-56759	53	6	research	research	NOUN
asir-56759	53	7	vol	vol	NOUN
asir-56759	53	8	.	.	PUNCT
asir-56759	54	1	9	9	NUM
asir-56759	54	2	,	,	PUNCT
asir-56759	54	3	no	no	INTJ
asir-56759	54	4	.	.	NOUN
asir-56759	54	5	4	4	NUM
asir-56759	54	6	,	,	PUNCT
asir-56759	54	7	2025	2025	NUM
asir-56759	54	8	78	78	NUM
asir-56759	54	9	published	publish	VERB
asir-56759	54	10	by	by	ADP
asir-56759	54	11	scholink	scholink	PROPN
asir-56759	54	12	inc	inc	PROPN
asir-56759	54	13	.	.	PROPN
asir-56759	54	14	figure	figure	NOUN
asir-56759	54	15	4	4	NUM
asir-56759	54	16	.	.	PUNCT
asir-56759	54	17	fesm	fesm	NOUN
asir-56759	54	18	-	-	PUNCT
asir-56759	54	19	gnd	gnd	NOUN
asir-56759	54	20	architecture	architecture	NOUN
asir-56759	54	21	diagram	diagram	NOUN
asir-56759	54	22	3	3	NUM
asir-56759	54	23	.	.	NOUN
asir-56759	54	24	results	result	NOUN
asir-56759	54	25	and	and	CCONJ
asir-56759	54	26	discussion	discussion	NOUN
asir-56759	54	27	3.1	3.1	NUM
asir-56759	54	28	effect	effect	NOUN
asir-56759	54	29	verification	verification	NOUN
asir-56759	54	30	of	of	ADP
asir-56759	54	31	kcca	kcca	ADJ
asir-56759	54	32	cross	cross	ADJ
asir-56759	54	33	-	-	ADJ
asir-56759	54	34	axis	axis	ADJ
asir-56759	54	35	fusion	fusion	NOUN
asir-56759	54	36	features	feature	NOUN
asir-56759	54	37	to	to	PART
asir-56759	54	38	evaluate	evaluate	VERB
asir-56759	54	39	the	the	DET
asir-56759	54	40	improvement	improvement	NOUN
asir-56759	54	41	of	of	ADP
asir-56759	54	42	cross	cross	ADJ
asir-56759	54	43	-	-	ADJ
asir-56759	54	44	axis	axis	ADJ
asir-56759	54	45	fusion	fusion	NOUN
asir-56759	54	46	features	feature	NOUN
asir-56759	54	47	on	on	ADP
asir-56759	54	48	the	the	DET
asir-56759	54	49	performance	performance	NOUN
asir-56759	54	50	of	of	ADP
asir-56759	54	51	nest	nest	NOUN
asir-56759	54	52	-	-	PUNCT
asir-56759	54	53	holding	hold	VERB
asir-56759	54	54	behavior	behavior	NOUN
asir-56759	54	55	recognition	recognition	NOUN
asir-56759	54	56	,	,	PUNCT
asir-56759	54	57	this	this	DET
asir-56759	54	58	paper	paper	NOUN
asir-56759	54	59	designs	design	VERB
asir-56759	54	60	two	two	NUM
asir-56759	54	61	sets	set	NOUN
asir-56759	54	62	of	of	ADP
asir-56759	54	63	comparative	comparative	ADJ
asir-56759	54	64	experiments	experiment	NOUN
asir-56759	54	65	:	:	PUNCT
asir-56759	54	66	(	(	PUNCT
asir-56759	54	67	1	1	X
asir-56759	54	68	)	)	PUNCT
asir-56759	54	69	using	use	VERB
asir-56759	54	70	tsfresh	tsfresh	ADJ
asir-56759	54	71	features	feature	NOUN
asir-56759	54	72	:	:	PUNCT
asir-56759	54	73	extract	extract	VERB
asir-56759	54	74	time	time	NOUN
asir-56759	54	75	-	-	PUNCT
asir-56759	54	76	domain	domain	NOUN
asir-56759	54	77	,	,	PUNCT
asir-56759	54	78	frequency	frequency	NOUN
asir-56759	54	79	-	-	PUNCT
asir-56759	54	80	domain	domain	NOUN
asir-56759	54	81	,	,	PUNCT
asir-56759	54	82	and	and	CCONJ
asir-56759	54	83	statistical	statistical	ADJ
asir-56759	54	84	features	feature	NOUN
asir-56759	54	85	from	from	ADP
asir-56759	54	86	triaxial	triaxial	ADJ
asir-56759	54	87	acceleration	acceleration	NOUN
asir-56759	54	88	,	,	PUNCT
asir-56759	54	89	then	then	ADV
asir-56759	54	90	directly	directly	ADV
asir-56759	54	91	input	input	VERB
asir-56759	54	92	them	they	PRON
asir-56759	54	93	into	into	ADP
asir-56759	54	94	the	the	DET
asir-56759	54	95	fesm	fesm	NOUN
asir-56759	54	96	-	-	PUNCT
asir-56759	54	97	gnd	gnd	NOUN
asir-56759	54	98	model	model	NOUN
asir-56759	54	99	after	after	ADP
asir-56759	54	100	significance	significance	NOUN
asir-56759	54	101	testing	testing	NOUN
asir-56759	54	102	.	.	PUNCT
asir-56759	55	1	(	(	PUNCT
asir-56759	55	2	2	2	X
asir-56759	55	3	)	)	PUNCT
asir-56759	55	4	tsfresh	tsfresh	VERB
asir-56759	55	5	+	+	CCONJ
asir-56759	55	6	kcca	kcca	ADJ
asir-56759	55	7	fusion	fusion	NOUN
asir-56759	55	8	features	feature	NOUN
asir-56759	55	9	:	:	PUNCT
asir-56759	55	10	building	build	VERB
asir-56759	55	11	upon	upon	SCONJ
asir-56759	55	12	the	the	DET
asir-56759	55	13	filtered	filter	VERB
asir-56759	55	14	tsfresh	tsfresh	PROPN
asir-56759	55	15	features	feature	NOUN
asir-56759	55	16	,	,	PUNCT
asir-56759	55	17	kcca	kcca	PROPN
asir-56759	55	18	is	be	AUX
asir-56759	55	19	employed	employ	VERB
asir-56759	55	20	to	to	PART
asir-56759	55	21	extract	extract	VERB
asir-56759	55	22	nonlinear	nonlinear	ADJ
asir-56759	55	23	coupling	coupling	NOUN
asir-56759	55	24	features	feature	NOUN
asir-56759	55	25	across	across	ADP
asir-56759	55	26	three	three	NUM
asir-56759	55	27	axes	axis	NOUN
asir-56759	55	28	,	,	PUNCT
asir-56759	55	29	which	which	PRON
asir-56759	55	30	are	be	AUX
asir-56759	55	31	then	then	ADV
asir-56759	55	32	combined	combine	VERB
asir-56759	55	33	with	with	ADP
asir-56759	55	34	the	the	DET
asir-56759	55	35	original	original	ADJ
asir-56759	55	36	features	feature	NOUN
asir-56759	55	37	for	for	ADP
asir-56759	55	38	model	model	NOUN
asir-56759	55	39	training	training	NOUN
asir-56759	55	40	.	.	PUNCT
asir-56759	56	1	table	table	NOUN
asir-56759	56	2	1	1	NUM
asir-56759	56	3	demonstrates	demonstrate	VERB
asir-56759	56	4	that	that	SCONJ
asir-56759	56	5	the	the	DET
asir-56759	56	6	kcca	kcca	ADJ
asir-56759	56	7	fusion	fusion	NOUN
asir-56759	56	8	features	feature	VERB
asir-56759	56	9	outperform	outperform	VERB
asir-56759	56	10	tsfresh	tsfresh	PROPN
asir-56759	56	11	features	feature	NOUN
asir-56759	56	12	across	across	ADP
asir-56759	56	13	all	all	DET
asir-56759	56	14	metrics	metric	NOUN
asir-56759	56	15	.	.	PUNCT
asir-56759	57	1	accuracy	accuracy	NOUN
asir-56759	57	2	improves	improve	VERB
asir-56759	57	3	from	from	ADP
asir-56759	57	4	86.5	86.5	NUM
asir-56759	57	5	%	%	NOUN
asir-56759	57	6	to	to	ADP
asir-56759	57	7	93.5	93.5	NUM
asir-56759	57	8	%	%	NOUN
asir-56759	57	9	,	,	PUNCT
asir-56759	57	10	with	with	ADP
asir-56759	57	11	precision	precision	NOUN
asir-56759	57	12	and	and	CCONJ
asir-56759	57	13	f1	f1	NOUN
asir-56759	57	14	score	score	NOUN
asir-56759	57	15	increasing	increase	VERB
asir-56759	57	16	by	by	ADP
asir-56759	57	17	6.9	6.9	NUM
asir-56759	57	18	%	%	NOUN
asir-56759	57	19	and	and	CCONJ
asir-56759	57	20	5.62	5.62	NUM
asir-56759	57	21	%	%	NOUN
asir-56759	57	22	respectively	respectively	ADV
asir-56759	57	23	,	,	PUNCT
asir-56759	57	24	while	while	SCONJ
asir-56759	57	25	recall	recall	NOUN
asir-56759	57	26	rate	rate	NOUN
asir-56759	57	27	rises	rise	VERB
asir-56759	57	28	by	by	ADP
asir-56759	57	29	4.25	4.25	NUM
asir-56759	57	30	%	%	NOUN
asir-56759	57	31	.	.	PUNCT
asir-56759	58	1	these	these	DET
asir-56759	58	2	enhancements	enhancement	NOUN
asir-56759	58	3	indicate	indicate	VERB
asir-56759	58	4	kcca	kcca	NOUN
asir-56759	58	5	effectively	effectively	ADV
asir-56759	58	6	captures	capture	VERB
asir-56759	58	7	multi	multi	ADJ
asir-56759	58	8	-	-	ADJ
asir-56759	58	9	axis	axis	ADJ
asir-56759	58	10	coordination	coordination	NOUN
asir-56759	58	11	patterns	pattern	NOUN
asir-56759	58	12	inherent	inherent	ADJ
asir-56759	58	13	in	in	ADP
asir-56759	58	14	nest	nest	NOUN
asir-56759	58	15	-	-	PUNCT
asir-56759	58	16	building	building	NOUN
asir-56759	58	17	behavior	behavior	NOUN
asir-56759	58	18	,	,	PUNCT
asir-56759	58	19	enabling	enable	VERB
asir-56759	58	20	the	the	DET
asir-56759	58	21	model	model	NOUN
asir-56759	58	22	to	to	PART
asir-56759	58	23	distinguish	distinguish	VERB
asir-56759	58	24	between	between	ADP
asir-56759	58	25	low	low	ADJ
asir-56759	58	26	-	-	PUNCT
asir-56759	58	27	amplitude	amplitude	NOUN
asir-56759	58	28	resting	resting	NOUN
asir-56759	58	29	behaviors	behavior	NOUN
asir-56759	58	30	and	and	CCONJ
asir-56759	58	31	microperiodic	microperiodic	ADJ
asir-56759	58	32	nest	nest	NOUN
asir-56759	58	33	-	-	PUNCT
asir-56759	58	34	building	building	NOUN
asir-56759	58	35	actions	action	NOUN
asir-56759	58	36	,	,	PUNCT
asir-56759	58	37	thereby	thereby	ADV
asir-56759	58	38	significantly	significantly	ADV
asir-56759	58	39	improving	improve	VERB
asir-56759	58	40	the	the	DET
asir-56759	58	41	classifier	classifier	NOUN
asir-56759	58	42	's	's	PART
asir-56759	58	43	discriminative	discriminative	NOUN
asir-56759	58	44	power	power	NOUN
asir-56759	58	45	and	and	CCONJ
asir-56759	58	46	robustness	robustness	NOUN
asir-56759	58	47	.	.	PUNCT
asir-56759	59	1	table	table	NOUN
asir-56759	59	2	1	1	NUM
asir-56759	59	3	.	.	PUNCT
asir-56759	60	1	the	the	DET
asir-56759	60	2	comparison	comparison	NOUN
asir-56759	60	3	results	result	VERB
asir-56759	60	4	between	between	ADP
asir-56759	60	5	tsfresh	tsfresh	PROPN
asir-56759	60	6	features	feature	NOUN
asir-56759	60	7	and	and	CCONJ
asir-56759	60	8	cross	cross	ADJ
asir-56759	60	9	-	-	ADJ
asir-56759	60	10	axis	axis	ADJ
asir-56759	60	11	fusion	fusion	NOUN
asir-56759	60	12	model	model	NOUN
asir-56759	60	13	input	input	NOUN
asir-56759	60	14	accuracy	accuracy	NOUN
asir-56759	61	1	（	（	PUNCT
asir-56759	61	2	%	%	NOUN
asir-56759	61	3	）	）	PUNCT
asir-56759	61	4	precision	precision	NOUN
asir-56759	61	5	（	（	PUNCT
asir-56759	61	6	%	%	NOUN
asir-56759	61	7	）	）	PUNCT
asir-56759	61	8	recall（%	recall（%	PROPN
asir-56759	61	9	）	）	SYM
asir-56759	61	10	f1（%	f1（%	PROPN
asir-56759	61	11	）	）	SYM
asir-56759	61	12	fesm	fesm	PROPN
asir-56759	61	13	-	-	PUNCT
asir-56759	61	14	gnd	gnd	NOUN
asir-56759	61	15	tsfresh	tsfresh	PROPN
asir-56759	61	16	86.5	86.5	NUM
asir-56759	61	17	85.2	85.2	NUM
asir-56759	61	18	87.3	87.3	NUM
asir-56759	61	19	86.2	86.2	NUM
asir-56759	61	20	fusion	fusion	NOUN
asir-56759	61	21	feature	feature	NOUN
asir-56759	61	22	93.50	93.50	NUM
asir-56759	61	23	92.10	92.10	NUM
asir-56759	61	24	91.55	91.55	NUM
asir-56759	61	25	91.82	91.82	NUM
asir-56759	61	26	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	NOUN
asir-56759	61	27	applied	apply	VERB
asir-56759	61	28	science	science	NOUN
asir-56759	61	29	and	and	CCONJ
asir-56759	61	30	innovative	innovative	ADJ
asir-56759	61	31	research	research	NOUN
asir-56759	61	32	vol	vol	NOUN
asir-56759	61	33	.	.	PUNCT
asir-56759	62	1	9	9	NUM
asir-56759	62	2	,	,	PUNCT
asir-56759	62	3	no	no	INTJ
asir-56759	62	4	.	.	NOUN
asir-56759	62	5	4	4	NUM
asir-56759	62	6	,	,	PUNCT
asir-56759	62	7	2025	2025	NUM
asir-56759	62	8	79	79	NUM
asir-56759	62	9	published	publish	VERB
asir-56759	62	10	by	by	ADP
asir-56759	62	11	scholink	scholink	PROPN
asir-56759	62	12	inc	inc	PROPN
asir-56759	62	13	.	.	PROPN
asir-56759	62	14	3.2	3.2	NUM
asir-56759	62	15	nesting	nest	VERB
asir-56759	62	16	detection	detection	NOUN
asir-56759	62	17	results	result	NOUN
asir-56759	62	18	and	and	CCONJ
asir-56759	62	19	performance	performance	NOUN
asir-56759	62	20	analysis	analysis	NOUN
asir-56759	62	21	as	as	SCONJ
asir-56759	62	22	shown	show	VERB
asir-56759	62	23	in	in	ADP
asir-56759	62	24	table	table	NOUN
asir-56759	62	25	2	2	NUM
asir-56759	63	1	,	,	PUNCT
asir-56759	63	2	the	the	DET
asir-56759	63	3	model	model	NOUN
asir-56759	63	4	achieves	achieve	VERB
asir-56759	63	5	an	an	DET
asir-56759	63	6	accuracy	accuracy	NOUN
asir-56759	63	7	rate	rate	NOUN
asir-56759	63	8	of	of	ADP
asir-56759	63	9	93.5	93.5	NUM
asir-56759	63	10	%	%	NOUN
asir-56759	63	11	,	,	PUNCT
asir-56759	63	12	precision	precision	NOUN
asir-56759	63	13	of	of	ADP
asir-56759	63	14	92.1	92.1	NUM
asir-56759	63	15	%	%	NOUN
asir-56759	63	16	,	,	PUNCT
asir-56759	63	17	recall	recall	NOUN
asir-56759	63	18	of	of	ADP
asir-56759	63	19	94.8	94.8	NUM
asir-56759	63	20	%	%	NOUN
asir-56759	63	21	,	,	PUNCT
asir-56759	63	22	and	and	CCONJ
asir-56759	63	23	f1	f1	ADJ
asir-56759	63	24	score	score	NOUN
asir-56759	63	25	of	of	ADP
asir-56759	63	26	93.4	93.4	NUM
asir-56759	63	27	%	%	NOUN
asir-56759	63	28	,	,	PUNCT
asir-56759	63	29	significantly	significantly	ADV
asir-56759	63	30	outperforming	outperform	VERB
asir-56759	63	31	traditional	traditional	ADJ
asir-56759	63	32	methods	method	NOUN
asir-56759	63	33	.	.	PUNCT
asir-56759	64	1	the	the	DET
asir-56759	64	2	confusion	confusion	NOUN
asir-56759	64	3	matrix	matrix	NOUN
asir-56759	64	4	reveals	reveal	VERB
asir-56759	64	5	a	a	DET
asir-56759	64	6	95.04	95.04	NUM
asir-56759	64	7	%	%	NOUN
asir-56759	64	8	accuracy	accuracy	NOUN
asir-56759	64	9	rate	rate	NOUN
asir-56759	64	10	for	for	ADP
asir-56759	64	11	nest	nest	NOUN
asir-56759	64	12	-	-	PUNCT
asir-56759	64	13	building	building	NOUN
asir-56759	64	14	recognition	recognition	NOUN
asir-56759	64	15	(	(	PUNCT
asir-56759	64	16	1226/1290	1226/1290	NUM
asir-56759	64	17	)	)	PUNCT
asir-56759	64	18	and	and	CCONJ
asir-56759	64	19	91.90	91.90	NUM
asir-56759	64	20	%	%	NOUN
asir-56759	64	21	accuracy	accuracy	NOUN
asir-56759	64	22	for	for	ADP
asir-56759	64	23	non	non	ADJ
asir-56759	64	24	-	-	ADJ
asir-56759	64	25	nesting	nesting	ADJ
asir-56759	64	26	behavior	behavior	NOUN
asir-56759	64	27	(	(	PUNCT
asir-56759	64	28	1328/1445	1328/1445	NUM
asir-56759	64	29	)	)	PUNCT
asir-56759	64	30	.	.	PUNCT
asir-56759	65	1	these	these	DET
asir-56759	65	2	results	result	NOUN
asir-56759	65	3	demonstrate	demonstrate	VERB
asir-56759	65	4	that	that	SCONJ
asir-56759	65	5	the	the	DET
asir-56759	65	6	fesm	fesm	NOUN
asir-56759	65	7	-	-	PUNCT
asir-56759	65	8	gnd	gnd	NOUN
asir-56759	65	9	model	model	NOUN
asir-56759	65	10	,	,	PUNCT
asir-56759	65	11	developed	develop	VERB
asir-56759	65	12	with	with	ADP
asir-56759	65	13	optimal	optimal	ADJ
asir-56759	65	14	feature	feature	NOUN
asir-56759	65	15	configuration	configuration	NOUN
asir-56759	65	16	,	,	PUNCT
asir-56759	65	17	delivers	deliver	VERB
asir-56759	65	18	exceptional	exceptional	ADJ
asir-56759	65	19	performance	performance	NOUN
asir-56759	65	20	in	in	ADP
asir-56759	65	21	nest	nest	NOUN
asir-56759	65	22	-	-	PUNCT
asir-56759	65	23	building	building	NOUN
asir-56759	65	24	detection	detection	NOUN
asir-56759	65	25	.	.	PUNCT
asir-56759	66	1	the	the	DET
asir-56759	66	2	proposed	propose	VERB
asir-56759	66	3	framework	framework	NOUN
asir-56759	66	4	combining	combine	VERB
asir-56759	66	5	"	"	PUNCT
asir-56759	66	6	interpretable	interpretable	ADJ
asir-56759	66	7	feature	feature	NOUN
asir-56759	66	8	engineering	engineering	NOUN
asir-56759	66	9	,	,	PUNCT
asir-56759	66	10	cross	cross	ADJ
asir-56759	66	11	-	-	ADJ
asir-56759	66	12	axis	axis	ADJ
asir-56759	66	13	fusion	fusion	NOUN
asir-56759	66	14	,	,	PUNCT
asir-56759	66	15	and	and	CCONJ
asir-56759	66	16	stacked	stacked	ADJ
asir-56759	66	17	models	model	NOUN
asir-56759	66	18	"	"	PUNCT
asir-56759	66	19	effectively	effectively	ADV
asir-56759	66	20	captures	capture	VERB
asir-56759	66	21	the	the	DET
asir-56759	66	22	occurrence	occurrence	NOUN
asir-56759	66	23	,	,	PUNCT
asir-56759	66	24	duration	duration	NOUN
asir-56759	66	25	,	,	PUNCT
asir-56759	66	26	and	and	CCONJ
asir-56759	66	27	termination	termination	NOUN
asir-56759	66	28	of	of	ADP
asir-56759	66	29	nest	nest	NOUN
asir-56759	66	30	-	-	PUNCT
asir-56759	66	31	building	building	NOUN
asir-56759	66	32	behaviors	behavior	NOUN
asir-56759	66	33	.	.	PUNCT
asir-56759	67	1	table	table	NOUN
asir-56759	67	2	2	2	NUM
asir-56759	67	3	.	.	PUNCT
asir-56759	67	4	confusion	confusion	NOUN
asir-56759	67	5	matrix	matrix	NOUN
asir-56759	67	6	of	of	ADP
asir-56759	67	7	brooding	brood	VERB
asir-56759	67	8	detection	detection	NOUN
asir-56759	67	9	predicted	predict	VERB
asir-56759	67	10	number	number	NOUN
asir-56759	67	11	of	of	ADP
asir-56759	67	12	brooding	brood	VERB
asir-56759	67	13	individuals	individual	NOUN
asir-56759	67	14	predicted	predict	VERB
asir-56759	67	15	number	number	NOUN
asir-56759	67	16	of	of	ADP
asir-56759	67	17	nonbrooding	nonbrooding	NOUN
asir-56759	67	18	individuals	individual	NOUN
asir-56759	67	19	actual	actual	ADJ
asir-56759	67	20	number	number	NOUN
asir-56759	67	21	of	of	ADP
asir-56759	67	22	brooding	brood	VERB
asir-56759	67	23	individuals	individual	NOUN
asir-56759	67	24	(	(	PUNCT
asir-56759	67	25	1290	1290	NUM
asir-56759	67	26	)	)	PUNCT
asir-56759	67	27	1226	1226	NUM
asir-56759	67	28	64	64	NUM
asir-56759	67	29	actual	actual	ADJ
asir-56759	67	30	number	number	NOUN
asir-56759	67	31	of	of	ADP
asir-56759	67	32	non	non	ADJ
asir-56759	67	33	-	-	ADJ
asir-56759	67	34	brooding	brooding	ADJ
asir-56759	67	35	individuals	individual	NOUN
asir-56759	67	36	(	(	PUNCT
asir-56759	67	37	1445	1445	NUM
asir-56759	67	38	)	)	PUNCT
asir-56759	67	39	117	117	NUM
asir-56759	67	40	1328	1328	NUM
asir-56759	67	41	4	4	NUM
asir-56759	67	42	.	.	PUNCT
asir-56759	67	43	conclusion	conclusion	NOUN
asir-56759	67	44	by	by	ADP
asir-56759	67	45	integrating	integrate	VERB
asir-56759	67	46	wearable	wearable	ADJ
asir-56759	67	47	activity	activity	NOUN
asir-56759	67	48	monitoring	monitor	VERB
asir-56759	67	49	sensors	sensor	NOUN
asir-56759	67	50	with	with	ADP
asir-56759	67	51	rfid	rfid	ADJ
asir-56759	67	52	identity	identity	NOUN
asir-56759	67	53	recognition	recognition	NOUN
asir-56759	67	54	technology	technology	NOUN
asir-56759	67	55	,	,	PUNCT
asir-56759	67	56	this	this	DET
asir-56759	67	57	study	study	NOUN
asir-56759	67	58	achieved	achieve	VERB
asir-56759	67	59	intelligent	intelligent	ADJ
asir-56759	67	60	monitoring	monitoring	NOUN
asir-56759	67	61	of	of	ADP
asir-56759	67	62	individual	individual	ADJ
asir-56759	67	63	nest	nest	NOUN
asir-56759	67	64	-	-	PUNCT
asir-56759	67	65	building	build	VERB
asir-56759	67	66	behavior	behavior	NOUN
asir-56759	67	67	in	in	ADP
asir-56759	67	68	group	group	NOUN
asir-56759	67	69	-	-	PUNCT
asir-56759	67	70	raised	raise	VERB
asir-56759	67	71	breeding	breeding	NOUN
asir-56759	67	72	geese	geese	NOUN
asir-56759	67	73	,	,	PUNCT
asir-56759	67	74	yielding	yield	VERB
asir-56759	67	75	the	the	DET
asir-56759	67	76	following	follow	VERB
asir-56759	67	77	key	key	ADJ
asir-56759	67	78	findings	finding	NOUN
asir-56759	67	79	:	:	PUNCT
asir-56759	67	80	the	the	DET
asir-56759	67	81	developed	develop	VERB
asir-56759	67	82	ifesm	ifesm	ADJ
asir-56759	67	83	-	-	PUNCT
asir-56759	67	84	gnd	gnd	NOUN
asir-56759	67	85	interpretable	interpretable	ADJ
asir-56759	67	86	feature	feature	NOUN
asir-56759	67	87	-	-	PUNCT
asir-56759	67	88	engineered	engineer	VERB
asir-56759	67	89	stacked	stack	VERB
asir-56759	67	90	model	model	NOUN
asir-56759	67	91	demonstrated	demonstrate	VERB
asir-56759	67	92	93.5	93.5	NUM
asir-56759	67	93	%	%	NOUN
asir-56759	67	94	detection	detection	NOUN
asir-56759	67	95	accuracy	accuracy	NOUN
asir-56759	67	96	,	,	PUNCT
asir-56759	67	97	representing	represent	VERB
asir-56759	67	98	a	a	DET
asir-56759	67	99	15%-21	15%-21	NUM
asir-56759	67	100	%	%	NOUN
asir-56759	67	101	improvement	improvement	NOUN
asir-56759	67	102	over	over	ADP
asir-56759	67	103	traditional	traditional	ADJ
asir-56759	67	104	methods	method	NOUN
asir-56759	67	105	and	and	CCONJ
asir-56759	67	106	significantly	significantly	ADV
asir-56759	67	107	enhancing	enhance	VERB
asir-56759	67	108	the	the	DET
asir-56759	67	109	efficiency	efficiency	NOUN
asir-56759	67	110	of	of	ADP
asir-56759	67	111	detecting	detect	VERB
asir-56759	67	112	nest	nest	NOUN
asir-56759	67	113	-	-	PUNCT
asir-56759	67	114	building	build	VERB
asir-56759	67	115	behavior	behavior	NOUN
asir-56759	67	116	's	's	PART
asir-56759	67	117	impact	impact	NOUN
asir-56759	67	118	on	on	ADP
asir-56759	67	119	egg	egg	NOUN
asir-56759	67	120	production	production	NOUN
asir-56759	67	121	.	.	PUNCT
asir-56759	68	1	with	with	ADP
asir-56759	68	2	strong	strong	ADJ
asir-56759	68	3	interpretability	interpretability	NOUN
asir-56759	68	4	,	,	PUNCT
asir-56759	68	5	the	the	DET
asir-56759	68	6	model	model	NOUN
asir-56759	68	7	supports	support	VERB
asir-56759	68	8	precision	precision	NOUN
asir-56759	68	9	management	management	NOUN
asir-56759	68	10	strategies	strategy	NOUN
asir-56759	68	11	to	to	PART
asir-56759	68	12	help	help	VERB
asir-56759	68	13	reduce	reduce	VERB
asir-56759	68	14	egg	egg	NOUN
asir-56759	68	15	production	production	NOUN
asir-56759	68	16	losses	loss	NOUN
asir-56759	68	17	caused	cause	VERB
asir-56759	68	18	by	by	ADP
asir-56759	68	19	nest	nest	NOUN
asir-56759	68	20	-	-	PUNCT
asir-56759	68	21	building	building	NOUN
asir-56759	68	22	behavior	behavior	NOUN
asir-56759	68	23	.	.	PUNCT
asir-56759	69	1	references	reference	NOUN
asir-56759	69	2	bai	bai	PROPN
asir-56759	69	3	,	,	PUNCT
asir-56759	69	4	y.	y.	PROPN
asir-56759	69	5	,	,	PUNCT
asir-56759	69	6	tang	tang	PROPN
asir-56759	69	7	,	,	PUNCT
asir-56759	69	8	p.	p.	NOUN
asir-56759	69	9	,	,	PUNCT
asir-56759	69	10	&	&	CCONJ
asir-56759	69	11	hu	hu	PROPN
asir-56759	69	12	,	,	PUNCT
asir-56759	69	13	c.	c.	PROPN
asir-56759	69	14	(	(	PUNCT
asir-56759	69	15	2018	2018	NUM
asir-56759	69	16	)	)	PUNCT
asir-56759	69	17	.	.	PUNCT
asir-56759	70	1	kcca	kcca	ADJ
asir-56759	70	2	transformation	transformation	NOUN
asir-56759	70	3	-	-	PUNCT
asir-56759	70	4	based	base	VERB
asir-56759	70	5	radiometric	radiometric	ADJ
asir-56759	70	6	normalization	normalization	NOUN
asir-56759	70	7	of	of	ADP
asir-56759	70	8	multitemporal	multitemporal	ADJ
asir-56759	70	9	satellite	satellite	NOUN
asir-56759	70	10	images	image	NOUN
asir-56759	70	11	.	.	PUNCT
asir-56759	71	1	remote	remote	ADJ
asir-56759	71	2	sensing	sensing	NOUN
asir-56759	71	3	,	,	PUNCT
asir-56759	71	4	10(3	10(3	NUM
asir-56759	71	5	)	)	PUNCT
asir-56759	71	6	,	,	PUNCT
asir-56759	71	7	432	432	NUM
asir-56759	71	8	.	.	PUNCT
asir-56759	72	1	https://doi.org/10.3390/rs10030432	https://doi.org/10.3390/rs10030432	X
asir-56759	72	2	berger	berger	PROPN
asir-56759	72	3	,	,	PUNCT
asir-56759	72	4	v.	v.	PROPN
asir-56759	72	5	w.	w.	PROPN
asir-56759	72	6	,	,	PUNCT
asir-56759	72	7	&	&	CCONJ
asir-56759	72	8	zhou	zhou	PROPN
asir-56759	72	9	,	,	PUNCT
asir-56759	72	10	y.	y.	PROPN
asir-56759	72	11	(	(	PUNCT
asir-56759	72	12	2014	2014	NUM
asir-56759	72	13	)	)	PUNCT
asir-56759	72	14	.	.	PUNCT
asir-56759	73	1	kolmogorov	kolmogorov	PROPN
asir-56759	73	2	--	--	PUNCT
asir-56759	73	3	smirnov	smirnov	ADJ
asir-56759	73	4	test	test	NOUN
asir-56759	73	5	:	:	PUNCT
asir-56759	73	6	overview	overview	NOUN
asir-56759	73	7	.	.	PUNCT
asir-56759	74	1	wiley	wiley	PROPN
asir-56759	74	2	statsref	statsref	PROPN
asir-56759	74	3	:	:	PUNCT
asir-56759	74	4	statistics	statistics	PROPN
asir-56759	74	5	reference	reference	PROPN
asir-56759	74	6	online	online	ADV
asir-56759	74	7	.	.	PUNCT
asir-56759	75	1	https://doi.org/10.1002/9781118445112.stat06558	https://doi.org/10.1002/9781118445112.stat06558	PROPN
asir-56759	75	2	christ	christ	PROPN
asir-56759	75	3	,	,	PUNCT
asir-56759	75	4	m.	m.	NOUN
asir-56759	75	5	,	,	PUNCT
asir-56759	75	6	braun	braun	NOUN
asir-56759	75	7	,	,	PUNCT
asir-56759	75	8	n.	n.	NOUN
asir-56759	75	9	,	,	PUNCT
asir-56759	75	10	neuffer	neuffer	NOUN
asir-56759	75	11	,	,	PUNCT
asir-56759	75	12	j.	j.	PROPN
asir-56759	75	13	et	et	PROPN
asir-56759	75	14	al	al	PROPN
asir-56759	75	15	.	.	PROPN
asir-56759	75	16	(	(	PUNCT
asir-56759	75	17	2018	2018	NUM
asir-56759	75	18	)	)	PUNCT
asir-56759	75	19	.	.	PUNCT
asir-56759	76	1	time	time	NOUN
asir-56759	76	2	series	series	PROPN
asir-56759	76	3	feature	feature	NOUN
asir-56759	76	4	extraction	extraction	NOUN
asir-56759	76	5	on	on	ADP
asir-56759	76	6	basis	basis	NOUN
asir-56759	76	7	of	of	ADP
asir-56759	76	8	scalable	scalable	ADJ
asir-56759	76	9	hypothesis	hypothesis	NOUN
asir-56759	76	10	tests	test	NOUN
asir-56759	76	11	(	(	PUNCT
asir-56759	76	12	tsfresh	tsfresh	INTJ
asir-56759	76	13	--	--	PUNCT
asir-56759	76	14	a	a	DET
asir-56759	76	15	python	python	NOUN
asir-56759	76	16	package	package	NOUN
asir-56759	76	17	)	)	PUNCT
asir-56759	76	18	.	.	PUNCT
asir-56759	77	1	neurocomputing	neurocomputing	NOUN
asir-56759	77	2	,	,	PUNCT
asir-56759	77	3	307	307	NUM
asir-56759	77	4	,	,	PUNCT
asir-56759	77	5	72	72	NUM
asir-56759	77	6	-	-	SYM
asir-56759	77	7	77	77	NUM
asir-56759	77	8	.	.	PUNCT
asir-56759	78	1	https://doi.org/10.1016/j.neucom.2018.03.067	https://doi.org/10.1016/j.neucom.2018.03.067	NOUN
asir-56759	78	2	djermanovic	djermanovic	ADJ
asir-56759	78	3	,	,	PUNCT
asir-56759	78	4	v.	v.	ADV
asir-56759	78	5	,	,	PUNCT
asir-56759	78	6	milojevic	milojevic	PROPN
asir-56759	78	7	,	,	PUNCT
asir-56759	78	8	m.	m.	NOUN
asir-56759	78	9	,	,	PUNCT
asir-56759	78	10	&	&	CCONJ
asir-56759	78	11	bozickovic	bozickovic	PROPN
asir-56759	78	12	,	,	PUNCT
asir-56759	78	13	i.	i.	NOUN
asir-56759	78	14	(	(	PUNCT
asir-56759	78	15	2024	2024	NUM
asir-56759	78	16	)	)	PUNCT
asir-56759	78	17	.	.	PUNCT
asir-56759	79	1	possibilities	possibility	NOUN
asir-56759	79	2	of	of	ADP
asir-56759	79	3	productive	productive	ADJ
asir-56759	79	4	and	and	CCONJ
asir-56759	79	5	reproductive	reproductive	ADJ
asir-56759	79	6	performance	performance	NOUN
asir-56759	79	7	improvement	improvement	NOUN
asir-56759	79	8	in	in	ADP
asir-56759	79	9	geese	geese	NOUN
asir-56759	79	10	:	:	PUNCT
asir-56759	79	11	part	part	PROPN
asir-56759	79	12	ii	ii	NUM
asir-56759	79	13	non	non	ADJ
asir-56759	79	14	-	-	ADJ
asir-56759	79	15	genetic	genetic	ADJ
asir-56759	79	16	factors	factor	NOUN
asir-56759	79	17	.	.	PUNCT
asir-56759	80	1	world	world	NOUN
asir-56759	80	2	's	's	PART
asir-56759	80	3	poultry	poultry	NOUN
asir-56759	80	4	science	science	NOUN
asir-56759	80	5	journal	journal	NOUN
asir-56759	80	6	,	,	PUNCT
asir-56759	80	7	80(2	80(2	NUM
asir-56759	80	8	)	)	PUNCT
asir-56759	80	9	,	,	PUNCT
asir-56759	80	10	403	403	NUM
asir-56759	80	11	-	-	SYM
asir-56759	80	12	422	422	NUM
asir-56759	80	13	.	.	PUNCT
asir-56759	81	1	https://doi.org/10.1080/00439339.2023.2281376	https://doi.org/10.1080/00439339.2023.2281376	PROPN
asir-56759	81	2	www.scholink.org/ojs/index.php/asir	www.scholink.org/ojs/index.php/asir	PROPN
asir-56759	81	3	applied	apply	VERB
asir-56759	81	4	science	science	NOUN
asir-56759	81	5	and	and	CCONJ
asir-56759	81	6	innovative	innovative	ADJ
asir-56759	81	7	research	research	NOUN
asir-56759	81	8	vol	vol	NOUN
asir-56759	81	9	.	.	PUNCT
asir-56759	82	1	9	9	NUM
asir-56759	82	2	,	,	PUNCT
asir-56759	82	3	no	no	INTJ
asir-56759	82	4	.	.	NOUN
asir-56759	82	5	4	4	NUM
asir-56759	82	6	,	,	PUNCT
asir-56759	82	7	2025	2025	NUM
asir-56759	82	8	80	80	NUM
asir-56759	82	9	published	publish	VERB
asir-56759	82	10	by	by	ADP
asir-56759	82	11	scholink	scholink	PROPN
asir-56759	82	12	inc	inc	PROPN
asir-56759	82	13	.	.	PUNCT
asir-56759	83	1	he	he	PRON
asir-56759	83	2	mengqi	mengqi	VERB
asir-56759	83	3	.	.	PUNCT
asir-56759	84	1	(	(	PUNCT
asir-56759	84	2	2013	2013	NUM
asir-56759	84	3	)	)	PUNCT
asir-56759	84	4	.	.	PUNCT
asir-56759	85	1	mastering	master	VERB
asir-56759	85	2	goose	goose	NOUN
asir-56759	85	3	breeding	breeding	NOUN
asir-56759	85	4	techniques	technique	NOUN
asir-56759	85	5	.	.	PUNCT
asir-56759	86	1	science	science	NOUN
asir-56759	86	2	popularization	popularization	NOUN
asir-56759	86	3	garden	garden	NOUN
asir-56759	86	4	,	,	PUNCT
asir-56759	86	5	2013(10	2013(10	NUM
asir-56759	86	6	)	)	PUNCT
asir-56759	86	7	,	,	PUNCT
asir-56759	86	8	25	25	NUM
asir-56759	86	9	.	.	PUNCT
asir-56759	87	1	hou	hou	PROPN
asir-56759	87	2	shuisheng	shuisheng	PROPN
asir-56759	87	3	,	,	PUNCT
asir-56759	87	4	&	&	CCONJ
asir-56759	87	5	liu	liu	PROPN
asir-56759	87	6	lingzhi	lingzhi	PROPN
asir-56759	87	7	.	.	PUNCT
asir-56759	88	1	(	(	PUNCT
asir-56759	88	2	2024	2024	NUM
asir-56759	88	3	)	)	PUNCT
asir-56759	88	4	.	.	PUNCT
asir-56759	89	1	2023	2023	NUM
asir-56759	89	2	report	report	NOUN
asir-56759	89	3	on	on	ADP
asir-56759	89	4	the	the	DET
asir-56759	89	5	development	development	NOUN
asir-56759	89	6	of	of	ADP
asir-56759	89	7	waterfowl	waterfowl	NOUN
asir-56759	89	8	industry	industry	NOUN
asir-56759	89	9	and	and	CCONJ
asir-56759	89	10	technology	technology	NOUN
asir-56759	89	11	.	.	PUNCT
asir-56759	90	1	china	china	PROPN
asir-56759	90	2	animal	animal	PROPN
asir-56759	90	3	husbandry	husbandry	PROPN
asir-56759	90	4	journal	journal	NOUN
asir-56759	90	5	,	,	PUNCT
asir-56759	90	6	60(3	60(3	NOUN
asir-56759	90	7	)	)	PUNCT
asir-56759	90	8	,	,	PUNCT
asir-56759	90	9	318	318	NUM
asir-56759	90	10	-	-	SYM
asir-56759	90	11	321	321	NUM
asir-56759	90	12	.	.	PUNCT
asir-56759	91	1	nadil	nadil	PROPN
asir-56759	91	2	,	,	PUNCT
asir-56759	91	3	m.	m.	NOUN
asir-56759	91	4	,	,	PUNCT
asir-56759	91	5	souami	souami	NOUN
asir-56759	91	6	,	,	PUNCT
asir-56759	91	7	f.	f.	PROPN
asir-56759	91	8	,	,	PUNCT
asir-56759	91	9	labed	labe	VERB
asir-56759	91	10	,	,	PUNCT
asir-56759	91	11	a.	a.	NOUN
asir-56759	91	12	et	et	PROPN
asir-56759	91	13	al	al	PROPN
asir-56759	91	14	.	.	PUNCT
asir-56759	92	1	(	(	PUNCT
asir-56759	92	2	2016	2016	NUM
asir-56759	92	3	)	)	PUNCT
asir-56759	92	4	.	.	PUNCT
asir-56759	93	1	kcca	kcca	PROPN
asir-56759	93	2	-	-	PUNCT
asir-56759	93	3	based	base	VERB
asir-56759	93	4	technique	technique	NOUN
asir-56759	93	5	for	for	ADP
asir-56759	93	6	profile	profile	NOUN
asir-56759	93	7	face	face	NOUN
asir-56759	93	8	identification	identification	NOUN
asir-56759	93	9	.	.	PUNCT
asir-56759	94	1	eurasip	eurasip	PROPN
asir-56759	94	2	journal	journal	PROPN
asir-56759	94	3	on	on	ADP
asir-56759	94	4	image	image	NOUN
asir-56759	94	5	and	and	CCONJ
asir-56759	94	6	video	video	NOUN
asir-56759	94	7	processing	processing	NOUN
asir-56759	94	8	,	,	PUNCT
asir-56759	94	9	2017	2017	NUM
asir-56759	94	10	,	,	PUNCT
asir-56759	94	11	1	1	NUM
asir-56759	94	12	-	-	SYM
asir-56759	94	13	13	13	NUM
asir-56759	94	14	.	.	PUNCT
asir-56759	95	1	https://doi.org/10.1186/s13640016-0123-8	https://doi.org/10.1186/s13640016-0123-8	ADJ
asir-56759	95	2	okinda	okinda	PROPN
asir-56759	95	3	,	,	PUNCT
asir-56759	95	4	c.	c.	PROPN
asir-56759	95	5	,	,	PUNCT
asir-56759	95	6	nyalala	nyalala	PROPN
asir-56759	95	7	,	,	PUNCT
asir-56759	95	8	i.	i.	PROPN
asir-56759	95	9	,	,	PUNCT
asir-56759	95	10	korohou	korohou	ADJ
asir-56759	95	11	,	,	PUNCT
asir-56759	95	12	t.	t.	PROPN
asir-56759	95	13	et	et	PROPN
asir-56759	95	14	al	al	PROPN
asir-56759	95	15	.	.	PROPN
asir-56759	95	16	(	(	PUNCT
asir-56759	95	17	2020	2020	NUM
asir-56759	95	18	)	)	PUNCT
asir-56759	95	19	.	.	PUNCT
asir-56759	96	1	a	a	DET
asir-56759	96	2	review	review	NOUN
asir-56759	96	3	on	on	ADP
asir-56759	96	4	computer	computer	NOUN
asir-56759	96	5	vision	vision	NOUN
asir-56759	96	6	systems	system	NOUN
asir-56759	96	7	in	in	ADP
asir-56759	96	8	monitoring	monitoring	NOUN
asir-56759	96	9	of	of	ADP
asir-56759	96	10	poultry	poultry	NOUN
asir-56759	96	11	:	:	PUNCT
asir-56759	96	12	a	a	DET
asir-56759	96	13	welfare	welfare	NOUN
asir-56759	96	14	perspective	perspective	NOUN
asir-56759	96	15	.	.	PUNCT
asir-56759	97	1	artificial	artificial	ADJ
asir-56759	97	2	intelligence	intelligence	NOUN
asir-56759	97	3	in	in	ADP
asir-56759	97	4	agriculture	agriculture	NOUN
asir-56759	97	5	,	,	PUNCT
asir-56759	97	6	4	4	NUM
asir-56759	97	7	,	,	PUNCT
asir-56759	97	8	184	184	NUM
asir-56759	97	9	-	-	SYM
asir-56759	97	10	208	208	NUM
asir-56759	97	11	.	.	PUNCT
asir-56759	98	1	https://doi.org/10.1016/j.aiia.2020.09.002	https://doi.org/10.1016/j.aiia.2020.09.002	PROPN
asir-56759	98	2	yan	yan	PROPN
asir-56759	98	3	,	,	PUNCT
asir-56759	98	4	w.	w.	PROPN
asir-56759	98	5	,	,	PUNCT
asir-56759	98	6	she	she	PRON
asir-56759	98	7	,	,	PUNCT
asir-56759	98	8	h.	h.	PROPN
asir-56759	98	9	,	,	PUNCT
asir-56759	98	10	&	&	CCONJ
asir-56759	98	11	yuan	yuan	PROPN
asir-56759	98	12	,	,	PUNCT
asir-56759	98	13	z.	z.	PROPN
asir-56759	98	14	(	(	PUNCT
asir-56759	98	15	2014	2014	NUM
asir-56759	98	16	)	)	PUNCT
asir-56759	98	17	.	.	PUNCT
asir-56759	99	1	robust	robust	ADJ
asir-56759	99	2	registration	registration	NOUN
asir-56759	99	3	of	of	ADP
asir-56759	99	4	remote	remote	ADJ
asir-56759	99	5	sensing	sense	VERB
asir-56759	99	6	image	image	NOUN
asir-56759	99	7	based	base	VERB
asir-56759	99	8	on	on	ADP
asir-56759	99	9	surf	surf	NOUN
asir-56759	99	10	and	and	CCONJ
asir-56759	99	11	kcca	kcca	PROPN
asir-56759	99	12	.	.	PUNCT
asir-56759	100	1	journal	journal	PROPN
asir-56759	100	2	of	of	ADP
asir-56759	100	3	the	the	DET
asir-56759	100	4	indian	indian	ADJ
asir-56759	100	5	society	society	NOUN
asir-56759	100	6	of	of	ADP
asir-56759	100	7	remote	remote	ADJ
asir-56759	100	8	sensing	sensing	NOUN
asir-56759	100	9	,	,	PUNCT
asir-56759	100	10	42	42	NUM
asir-56759	100	11	,	,	PUNCT
asir-56759	100	12	291	291	NUM
asir-56759	100	13	-	-	SYM
asir-56759	100	14	299	299	NUM
asir-56759	100	15	.	.	PUNCT
asir-56759	101	1	https://doi.org/10.1007/s12524-013-0324-x	https://doi.org/10.1007/s12524-013-0324-x	ADP
asir-56759	101	2	yao	yao	PROPN
asir-56759	101	3	ying	ying	PROPN
asir-56759	101	4	,	,	PUNCT
asir-56759	101	5	cao	cao	PROPN
asir-56759	101	6	zhengfeng	zhengfeng	PROPN
asir-56759	101	7	,	,	PUNCT
asir-56759	101	8	yang	yang	PROPN
asir-56759	101	9	yaozong	yaozong	PROPN
asir-56759	101	10	et	et	PROPN
asir-56759	101	11	al	al	PROPN
asir-56759	101	12	.	.	PROPN
asir-56759	102	1	(	(	PUNCT
asir-56759	102	2	2018a	2018a	NUM
asir-56759	102	3	)	)	PUNCT
asir-56759	102	4	.	.	PUNCT
asir-56759	103	1	a	a	DET
asir-56759	103	2	study	study	NOUN
asir-56759	103	3	on	on	ADP
asir-56759	103	4	egg	egg	NOUN
asir-56759	103	5	-	-	PUNCT
asir-56759	103	6	laying	lay	VERB
asir-56759	103	7	and	and	CCONJ
asir-56759	103	8	nest	nest	NOUN
asir-56759	103	9	-	-	PUNCT
asir-56759	103	10	building	building	NOUN
asir-56759	103	11	behavior	behavior	NOUN
asir-56759	103	12	of	of	ADP
asir-56759	103	13	white	white	PROPN
asir-56759	103	14	geese	geese	PROPN
asir-56759	103	15	in	in	ADP
asir-56759	103	16	eastern	eastern	PROPN
asir-56759	103	17	zhejiang	zhejiang	PROPN
asir-56759	103	18	.	.	PUNCT
asir-56759	104	1	china	china	PROPN
asir-56759	104	2	animal	animal	PROPN
asir-56759	104	3	husbandry	husbandry	PROPN
asir-56759	104	4	journal	journal	NOUN
asir-56759	104	5	,	,	PUNCT
asir-56759	104	6	54(4	54(4	NUM
asir-56759	104	7	)	)	PUNCT
asir-56759	104	8	,	,	PUNCT
asir-56759	104	9	4	4	NUM
asir-56759	104	10	.	.	X
asir-56759	105	1	zheng	zheng	PROPN
asir-56759	105	2	,	,	PUNCT
asir-56759	105	3	w.	w.	PROPN
asir-56759	105	4	,	,	PUNCT
asir-56759	105	5	zhou	zhou	PROPN
asir-56759	105	6	,	,	PUNCT
asir-56759	105	7	x.	x.	PROPN
asir-56759	105	8	,	,	PUNCT
asir-56759	105	9	zou	zou	PROPN
asir-56759	105	10	,	,	PUNCT
asir-56759	105	11	c.	c.	PROPN
asir-56759	105	12	et	et	PROPN
asir-56759	105	13	al	al	PROPN
asir-56759	105	14	.	.	PROPN
asir-56759	105	15	(	(	PUNCT
asir-56759	105	16	2006	2006	NUM
asir-56759	105	17	)	)	PUNCT
asir-56759	105	18	.	.	PUNCT
asir-56759	106	1	facial	facial	ADJ
asir-56759	106	2	expression	expression	NOUN
asir-56759	106	3	recognition	recognition	NOUN
asir-56759	106	4	using	use	VERB
asir-56759	106	5	kernel	kernel	PROPN
asir-56759	106	6	canonical	canonical	ADJ
asir-56759	106	7	correlation	correlation	NOUN
asir-56759	106	8	analysis	analysis	NOUN
asir-56759	106	9	(	(	PUNCT
asir-56759	106	10	kcca	kcca	PROPN
asir-56759	106	11	)	)	PUNCT
asir-56759	106	12	.	.	PUNCT
asir-56759	107	1	ieee	ieee	NOUN
asir-56759	107	2	transactions	transaction	NOUN
asir-56759	107	3	on	on	ADP
asir-56759	107	4	neural	neural	ADJ
asir-56759	107	5	networks	network	NOUN
asir-56759	107	6	,	,	PUNCT
asir-56759	107	7	17(1	17(1	NUM
asir-56759	107	8	)	)	PUNCT
asir-56759	107	9	,	,	PUNCT
asir-56759	107	10	233	233	NUM
asir-56759	107	11	-	-	SYM
asir-56759	107	12	238	238	NUM
asir-56759	107	13	.	.	PUNCT
asir-56759	107	14	https://doi.org/10.1109/tnn.2005.860849	https://doi.org/10.1109/tnn.2005.860849	VERB