id	sid	tid	token	lemma	pos
easat-6703	1	1	edelweiss	edelweiss	PROPN
easat-6703	1	2	applied	apply	VERB
easat-6703	1	3	science	science	NOUN
easat-6703	1	4	and	and	CCONJ
easat-6703	1	5	technology	technology	NOUN
easat-6703	1	6	issn	issn	PROPN
easat-6703	1	7	:	:	PUNCT
easat-6703	1	8	2576	2576	NUM
easat-6703	1	9	-	-	SYM
easat-6703	1	10	8484	8484	NUM
easat-6703	1	11	vol	vol	NOUN
easat-6703	1	12	.	.	PROPN
easat-6703	2	1	9	9	NUM
easat-6703	2	2	,	,	PUNCT
easat-6703	2	3	no	no	INTJ
easat-6703	2	4	.	.	NOUN
easat-6703	2	5	4	4	NUM
easat-6703	2	6	,	,	PUNCT
easat-6703	2	7	2976	2976	NUM
easat-6703	2	8	-	-	SYM
easat-6703	2	9	2989	2989	NUM
easat-6703	2	10	2025	2025	NUM
easat-6703	2	11	publisher	publisher	NOUN
easat-6703	2	12	:	:	PUNCT
easat-6703	2	13	learning	learn	VERB
easat-6703	2	14	gate	gate	NOUN
easat-6703	2	15	doi	doi	PROPN
easat-6703	2	16	:	:	PUNCT
easat-6703	2	17	10.55214/25768484.v9i4.6703	10.55214/25768484.v9i4.6703	NUM
easat-6703	2	18	©	©	PROPN
easat-6703	2	19	2025	2025	NUM
easat-6703	2	20	by	by	ADP
easat-6703	2	21	the	the	DET
easat-6703	2	22	authors	author	NOUN
easat-6703	2	23	;	;	PUNCT
easat-6703	2	24	licensee	licensee	PROPN
easat-6703	2	25	learning	learning	NOUN
easat-6703	2	26	gate	gate	NOUN
easat-6703	3	1	©	©	PROPN
easat-6703	3	2	2025	2025	NUM
easat-6703	3	3	by	by	ADP
easat-6703	3	4	the	the	DET
easat-6703	3	5	authors	author	NOUN
easat-6703	3	6	;	;	PUNCT
easat-6703	3	7	licensee	licensee	PROPN
easat-6703	3	8	learning	learning	NOUN
easat-6703	3	9	gate	gate	NOUN
easat-6703	3	10	history	history	NOUN
easat-6703	3	11	:	:	PUNCT
easat-6703	3	12	received	receive	VERB
easat-6703	3	13	:	:	PUNCT
easat-6703	3	14	25	25	NUM
easat-6703	3	15	february	february	NOUN
easat-6703	3	16	2025	2025	NUM
easat-6703	3	17	;	;	PUNCT
easat-6703	3	18	revised	revise	VERB
easat-6703	3	19	:	:	PUNCT
easat-6703	3	20	9	9	NUM
easat-6703	3	21	april	april	PROPN
easat-6703	3	22	2025	2025	NUM
easat-6703	3	23	;	;	PUNCT
easat-6703	3	24	accepted	accept	VERB
easat-6703	3	25	:	:	PUNCT
easat-6703	3	26	14	14	NUM
easat-6703	3	27	april	april	PROPN
easat-6703	3	28	2025	2025	NUM
easat-6703	3	29	;	;	PUNCT
easat-6703	3	30	published	publish	VERB
easat-6703	3	31	:	:	PUNCT
easat-6703	3	32	29	29	NUM
easat-6703	3	33	april	april	PROPN
easat-6703	3	34	2025	2025	NUM
easat-6703	3	35	*	*	PUNCT
easat-6703	3	36	correspondence	correspondence	NOUN
easat-6703	3	37	:	:	PUNCT
easat-6703	3	38	amershakirbinzainol087@gmail.com	amershakirbinzainol087@gmail.com	X
easat-6703	4	1	smart	smart	ADJ
easat-6703	4	2	wearable	wearable	ADJ
easat-6703	4	3	devices	device	NOUN
easat-6703	4	4	for	for	ADP
easat-6703	4	5	anxiety	anxiety	NOUN
easat-6703	4	6	regulation	regulation	NOUN
easat-6703	4	7	in	in	ADP
easat-6703	4	8	pet	pet	ADJ
easat-6703	4	9	dogs	dog	NOUN
easat-6703	4	10	:	:	PUNCT
easat-6703	4	11	integrating	integrate	VERB
easat-6703	4	12	deep	deep	ADJ
easat-6703	4	13	learning	learning	NOUN
easat-6703	4	14	with	with	ADP
easat-6703	4	15	thin	thin	ADJ
easat-6703	4	16	-	-	PUNCT
easat-6703	4	17	film	film	NOUN
easat-6703	4	18	materials	material	NOUN
easat-6703	4	19	yan	yan	PROPN
easat-6703	4	20	cui1	cui1	PROPN
easat-6703	4	21	,	,	PUNCT
easat-6703	4	22	yanhong	yanhong	PROPN
easat-6703	4	23	xie2	xie2	PROPN
easat-6703	4	24	,	,	PUNCT
easat-6703	4	25	amer	amer	PROPN
easat-6703	4	26	shakir	shakir	PROPN
easat-6703	4	27	bin	bin	PROPN
easat-6703	4	28	zainol3	zainol3	PROPN
easat-6703	4	29	*	*	PROPN
easat-6703	4	30	1,2,3college	1,2,3college	NUM
easat-6703	4	31	of	of	ADP
easat-6703	4	32	creative	creative	ADJ
easat-6703	4	33	arts	art	NOUN
easat-6703	4	34	,	,	PUNCT
easat-6703	4	35	universiti	universiti	PROPN
easat-6703	4	36	teknologi	teknologi	PROPN
easat-6703	4	37	mara	mara	PROPN
easat-6703	4	38	(	(	PUNCT
easat-6703	4	39	uitm),40450	uitm),40450	INTJ
easat-6703	4	40	shah	shah	PROPN
easat-6703	4	41	alam	alam	PROPN
easat-6703	4	42	,	,	PUNCT
easat-6703	4	43	selangor	selangor	PROPN
easat-6703	4	44	,	,	PUNCT
easat-6703	4	45	malaysia	malaysia	PROPN
easat-6703	4	46	;	;	PUNCT
easat-6703	4	47	amershakirbinzainol087@gmail.com	amershakirbinzainol087@gmail.com	X
easat-6703	4	48	(	(	PUNCT
easat-6703	4	49	a.s.b.z	a.s.b.z	PROPN
easat-6703	4	50	.	.	PUNCT
easat-6703	4	51	)	)	PUNCT
easat-6703	4	52	.	.	PUNCT
easat-6703	5	1	abstract	abstract	ADV
easat-6703	5	2	:	:	PUNCT
easat-6703	5	3	the	the	DET
easat-6703	5	4	safety	safety	NOUN
easat-6703	5	5	and	and	CCONJ
easat-6703	5	6	emotional	emotional	ADJ
easat-6703	5	7	well	well	ADV
easat-6703	5	8	-	-	PUNCT
easat-6703	5	9	being	being	NOUN
easat-6703	5	10	of	of	ADP
easat-6703	5	11	companion	companion	NOUN
easat-6703	5	12	animals	animal	NOUN
easat-6703	5	13	,	,	PUNCT
easat-6703	5	14	particularly	particularly	ADV
easat-6703	5	15	pet	pet	ADJ
easat-6703	5	16	dogs	dog	NOUN
easat-6703	5	17	,	,	PUNCT
easat-6703	5	18	have	have	AUX
easat-6703	5	19	become	become	VERB
easat-6703	5	20	significant	significant	ADJ
easat-6703	5	21	concerns	concern	NOUN
easat-6703	5	22	in	in	ADP
easat-6703	5	23	recent	recent	ADJ
easat-6703	5	24	years	year	NOUN
easat-6703	5	25	.	.	PUNCT
easat-6703	6	1	anxiety	anxiety	NOUN
easat-6703	6	2	is	be	AUX
easat-6703	6	3	a	a	DET
easat-6703	6	4	common	common	ADJ
easat-6703	6	5	issue	issue	NOUN
easat-6703	6	6	among	among	ADP
easat-6703	6	7	pet	pet	ADJ
easat-6703	6	8	dogs	dog	NOUN
easat-6703	6	9	,	,	PUNCT
easat-6703	6	10	manifesting	manifest	VERB
easat-6703	6	11	in	in	ADP
easat-6703	6	12	behaviors	behavior	NOUN
easat-6703	6	13	such	such	ADJ
easat-6703	6	14	as	as	ADP
easat-6703	6	15	excessive	excessive	ADJ
easat-6703	6	16	barking	barking	NOUN
easat-6703	6	17	,	,	PUNCT
easat-6703	6	18	pacing	pace	VERB
easat-6703	6	19	,	,	PUNCT
easat-6703	6	20	trembling	trembling	NOUN
easat-6703	6	21	,	,	PUNCT
easat-6703	6	22	and	and	CCONJ
easat-6703	6	23	even	even	ADV
easat-6703	6	24	destructive	destructive	ADJ
easat-6703	6	25	actions	action	NOUN
easat-6703	6	26	.	.	PUNCT
easat-6703	7	1	these	these	DET
easat-6703	7	2	behaviors	behavior	NOUN
easat-6703	7	3	can	can	AUX
easat-6703	7	4	profoundly	profoundly	ADV
easat-6703	7	5	affect	affect	VERB
easat-6703	7	6	both	both	DET
easat-6703	7	7	the	the	DET
easat-6703	7	8	dog	dog	NOUN
easat-6703	7	9	's	's	PART
easat-6703	7	10	well	well	ADV
easat-6703	7	11	-	-	PUNCT
easat-6703	7	12	being	being	NOUN
easat-6703	7	13	and	and	CCONJ
easat-6703	7	14	its	its	PRON
easat-6703	7	15	owner	owner	NOUN
easat-6703	7	16	's	's	PART
easat-6703	7	17	peace	peace	NOUN
easat-6703	7	18	of	of	ADP
easat-6703	7	19	mind	mind	NOUN
easat-6703	7	20	.	.	PUNCT
easat-6703	8	1	this	this	DET
easat-6703	8	2	research	research	NOUN
easat-6703	8	3	proposes	propose	VERB
easat-6703	8	4	a	a	DET
easat-6703	8	5	novel	novel	ADJ
easat-6703	8	6	system	system	NOUN
easat-6703	8	7	that	that	PRON
easat-6703	8	8	integrates	integrate	VERB
easat-6703	8	9	deep	deep	ADJ
easat-6703	8	10	learning	learning	NOUN
easat-6703	8	11	(	(	PUNCT
easat-6703	8	12	dl	dl	NOUN
easat-6703	8	13	)	)	PUNCT
easat-6703	8	14	algorithms	algorithm	NOUN
easat-6703	8	15	with	with	ADP
easat-6703	8	16	smart	smart	ADJ
easat-6703	8	17	thin	thin	ADJ
easat-6703	8	18	-	-	PUNCT
easat-6703	8	19	film	film	NOUN
easat-6703	8	20	materials	material	NOUN
easat-6703	8	21	to	to	PART
easat-6703	8	22	monitor	monitor	VERB
easat-6703	8	23	and	and	CCONJ
easat-6703	8	24	regulate	regulate	VERB
easat-6703	8	25	anxiety	anxiety	NOUN
easat-6703	8	26	in	in	ADP
easat-6703	8	27	dogs	dog	NOUN
easat-6703	8	28	through	through	ADP
easat-6703	8	29	a	a	DET
easat-6703	8	30	smart	smart	ADJ
easat-6703	8	31	wearable	wearable	ADJ
easat-6703	8	32	solution	solution	NOUN
easat-6703	8	33	.	.	PUNCT
easat-6703	9	1	to	to	PART
easat-6703	9	2	analyze	analyze	VERB
easat-6703	9	3	and	and	CCONJ
easat-6703	9	4	detect	detect	VERB
easat-6703	9	5	anxiety	anxiety	NOUN
easat-6703	9	6	regulation	regulation	NOUN
easat-6703	9	7	in	in	ADP
easat-6703	9	8	pet	pet	ADJ
easat-6703	9	9	dogs	dog	NOUN
easat-6703	9	10	,	,	PUNCT
easat-6703	9	11	a	a	DET
easat-6703	9	12	tangent	tangent	ADJ
easat-6703	9	13	search	search	NOUN
easat-6703	9	14	-	-	PUNCT
easat-6703	9	15	driven	drive	VERB
easat-6703	9	16	stacked	stack	VERB
easat-6703	9	17	convolutional	convolutional	ADJ
easat-6703	9	18	neural	neural	ADJ
easat-6703	9	19	network	network	NOUN
easat-6703	9	20	(	(	PUNCT
easat-6703	9	21	tsstackedcnn	tsstackedcnn	PROPN
easat-6703	9	22	)	)	PUNCT
easat-6703	9	23	model	model	NOUN
easat-6703	9	24	is	be	AUX
easat-6703	9	25	applied	apply	VERB
easat-6703	9	26	.	.	PUNCT
easat-6703	10	1	data	datum	NOUN
easat-6703	10	2	is	be	AUX
easat-6703	10	3	sorted	sort	VERB
easat-6703	10	4	into	into	ADP
easat-6703	10	5	three	three	NUM
easat-6703	10	6	levels	level	NOUN
easat-6703	10	7	of	of	ADP
easat-6703	10	8	anxiety	anxiety	NOUN
easat-6703	10	9	severity	severity	NOUN
easat-6703	10	10	,	,	PUNCT
easat-6703	10	11	where	where	SCONJ
easat-6703	10	12	level	level	NOUN
easat-6703	10	13	1	1	NUM
easat-6703	10	14	is	be	AUX
easat-6703	10	15	the	the	DET
easat-6703	10	16	lowest	low	ADJ
easat-6703	10	17	anxiety	anxiety	NOUN
easat-6703	10	18	,	,	PUNCT
easat-6703	10	19	level	level	NOUN
easat-6703	10	20	2	2	NUM
easat-6703	10	21	is	be	AUX
easat-6703	10	22	moderate	moderate	ADJ
easat-6703	10	23	anxiety	anxiety	NOUN
easat-6703	10	24	,	,	PUNCT
easat-6703	10	25	and	and	CCONJ
easat-6703	10	26	level	level	NOUN
easat-6703	10	27	3	3	NUM
easat-6703	10	28	is	be	AUX
easat-6703	10	29	high	high	ADJ
easat-6703	10	30	anxiety	anxiety	NOUN
easat-6703	10	31	.	.	PUNCT
easat-6703	11	1	in	in	ADP
easat-6703	11	2	the	the	DET
easat-6703	11	3	preparation	preparation	NOUN
easat-6703	11	4	of	of	ADP
easat-6703	11	5	raw	raw	ADJ
easat-6703	11	6	sensor	sensor	NOUN
easat-6703	11	7	data	datum	NOUN
easat-6703	11	8	,	,	PUNCT
easat-6703	11	9	a	a	DET
easat-6703	11	10	gabor	gabor	NOUN
easat-6703	11	11	filter	filter	NOUN
easat-6703	11	12	is	be	AUX
easat-6703	11	13	applied	apply	VERB
easat-6703	11	14	during	during	ADP
easat-6703	11	15	pre	pre	ADJ
easat-6703	11	16	-	-	ADJ
easat-6703	11	17	processing	processing	NOUN
easat-6703	11	18	to	to	PART
easat-6703	11	19	filter	filter	VERB
easat-6703	11	20	out	out	ADP
easat-6703	11	21	noise	noise	NOUN
easat-6703	11	22	and	and	CCONJ
easat-6703	11	23	outliers	outlier	NOUN
easat-6703	11	24	so	so	ADV
easat-6703	11	25	only	only	ADV
easat-6703	11	26	the	the	DET
easat-6703	11	27	relevant	relevant	ADJ
easat-6703	11	28	data	datum	NOUN
easat-6703	11	29	can	can	AUX
easat-6703	11	30	be	be	AUX
easat-6703	11	31	analyzed	analyze	VERB
easat-6703	11	32	.	.	PUNCT
easat-6703	12	1	feature	feature	NOUN
easat-6703	12	2	extraction	extraction	NOUN
easat-6703	12	3	was	be	AUX
easat-6703	12	4	performed	perform	VERB
easat-6703	12	5	using	use	VERB
easat-6703	12	6	linear	linear	PROPN
easat-6703	12	7	discriminant	discriminant	ADJ
easat-6703	12	8	analysis	analysis	NOUN
easat-6703	12	9	(	(	PUNCT
easat-6703	12	10	lda	lda	PROPN
easat-6703	12	11	)	)	PUNCT
easat-6703	12	12	to	to	PART
easat-6703	12	13	find	find	VERB
easat-6703	12	14	important	important	ADJ
easat-6703	12	15	features	feature	NOUN
easat-6703	12	16	distinguishing	distinguish	VERB
easat-6703	12	17	each	each	DET
easat-6703	12	18	anxiety	anxiety	NOUN
easat-6703	12	19	level	level	NOUN
easat-6703	12	20	.	.	PUNCT
easat-6703	13	1	the	the	DET
easat-6703	13	2	ts	ts	NOUN
easat-6703	13	3	-	-	PUNCT
easat-6703	13	4	stacked	stack	VERB
easat-6703	13	5	cnn	cnn	PROPN
easat-6703	13	6	model	model	NOUN
easat-6703	13	7	was	be	AUX
easat-6703	13	8	able	able	ADJ
easat-6703	13	9	to	to	PART
easat-6703	13	10	reach	reach	VERB
easat-6703	13	11	a	a	DET
easat-6703	13	12	high	high	ADJ
easat-6703	13	13	level	level	NOUN
easat-6703	13	14	of	of	ADP
easat-6703	13	15	accuracy	accuracy	NOUN
easat-6703	13	16	after	after	ADP
easat-6703	13	17	processing	process	VERB
easat-6703	13	18	these	these	DET
easat-6703	13	19	features	feature	NOUN
easat-6703	13	20	,	,	PUNCT
easat-6703	13	21	where	where	SCONJ
easat-6703	13	22	level	level	NOUN
easat-6703	13	23	1	1	NUM
easat-6703	13	24	had	have	VERB
easat-6703	13	25	precision	precision	NOUN
easat-6703	13	26	equal	equal	ADJ
easat-6703	13	27	to	to	ADP
easat-6703	13	28	0.950	0.950	NUM
easat-6703	13	29	,	,	PUNCT
easat-6703	13	30	recall	recall	VERB
easat-6703	13	31	equal	equal	ADJ
easat-6703	13	32	to	to	ADP
easat-6703	13	33	0.949	0.949	NUM
easat-6703	13	34	,	,	PUNCT
easat-6703	13	35	and	and	CCONJ
easat-6703	13	36	f1	f1	NOUN
easat-6703	13	37	-	-	PUNCT
easat-6703	13	38	score	score	NOUN
easat-6703	13	39	equal	equal	ADJ
easat-6703	13	40	to	to	ADP
easat-6703	13	41	0.948	0.948	NUM
easat-6703	13	42	;	;	PUNCT
easat-6703	13	43	level	level	NOUN
easat-6703	13	44	2	2	NUM
easat-6703	13	45	had	have	VERB
easat-6703	13	46	precision	precision	NOUN
easat-6703	13	47	equal	equal	ADJ
easat-6703	13	48	to	to	ADP
easat-6703	13	49	0.946	0.946	NUM
easat-6703	13	50	,	,	PUNCT
easat-6703	13	51	recall	recall	VERB
easat-6703	13	52	equal	equal	ADJ
easat-6703	13	53	to	to	ADP
easat-6703	13	54	0.889	0.889	NUM
easat-6703	13	55	,	,	PUNCT
easat-6703	13	56	and	and	CCONJ
easat-6703	13	57	f1	f1	NOUN
easat-6703	13	58	-	-	PUNCT
easat-6703	13	59	score	score	NOUN
easat-6703	13	60	equal	equal	ADJ
easat-6703	13	61	to	to	ADP
easat-6703	13	62	0.919	0.919	NUM
easat-6703	13	63	;	;	PUNCT
easat-6703	13	64	and	and	CCONJ
easat-6703	13	65	level	level	NOUN
easat-6703	13	66	3	3	NUM
easat-6703	13	67	had	have	VERB
easat-6703	13	68	precision	precision	NOUN
easat-6703	13	69	equal	equal	ADJ
easat-6703	13	70	to	to	ADP
easat-6703	13	71	0.864	0.864	NUM
easat-6703	13	72	,	,	PUNCT
easat-6703	13	73	recall	recall	VERB
easat-6703	13	74	equal	equal	ADJ
easat-6703	13	75	to	to	ADP
easat-6703	13	76	0.868	0.868	NUM
easat-6703	13	77	,	,	PUNCT
easat-6703	13	78	and	and	CCONJ
easat-6703	13	79	f1	f1	NOUN
easat-6703	13	80	-	-	PUNCT
easat-6703	13	81	score	score	NOUN
easat-6703	13	82	equal	equal	ADJ
easat-6703	13	83	to	to	ADP
easat-6703	13	84	0.865	0.865	NUM
easat-6703	13	85	.	.	PUNCT
easat-6703	14	1	this	this	DET
easat-6703	14	2	interdisciplinary	interdisciplinary	ADJ
easat-6703	14	3	approach	approach	NOUN
easat-6703	14	4	advances	advance	VERB
easat-6703	14	5	both	both	PRON
easat-6703	14	6	animal	animal	NOUN
easat-6703	14	7	behavioral	behavioral	ADJ
easat-6703	14	8	science	science	NOUN
easat-6703	14	9	and	and	CCONJ
easat-6703	14	10	functional	functional	ADJ
easat-6703	14	11	smart	smart	ADJ
easat-6703	14	12	materials	material	NOUN
easat-6703	14	13	,	,	PUNCT
easat-6703	14	14	paving	pave	VERB
easat-6703	14	15	the	the	DET
easat-6703	14	16	way	way	NOUN
easat-6703	14	17	for	for	ADP
easat-6703	14	18	real	real	ADJ
easat-6703	14	19	-	-	PUNCT
easat-6703	14	20	world	world	NOUN
easat-6703	14	21	applications	application	NOUN
easat-6703	14	22	in	in	ADP
easat-6703	14	23	pet	pet	ADJ
easat-6703	14	24	care	care	NOUN
easat-6703	14	25	,	,	PUNCT
easat-6703	14	26	veterinary	veterinary	ADJ
easat-6703	14	27	monitoring	monitoring	NOUN
easat-6703	14	28	,	,	PUNCT
easat-6703	14	29	and	and	CCONJ
easat-6703	14	30	stress	stress	NOUN
easat-6703	14	31	intervention	intervention	NOUN
easat-6703	14	32	technologies	technology	NOUN
easat-6703	14	33	.	.	PUNCT
easat-6703	15	1	keywords	keyword	NOUN
easat-6703	15	2	:	:	PUNCT
easat-6703	15	3	anxiety	anxiety	NOUN
easat-6703	15	4	detection	detection	NOUN
easat-6703	15	5	,	,	PUNCT
easat-6703	15	6	anxiety	anxiety	NOUN
easat-6703	15	7	regulation	regulation	NOUN
easat-6703	15	8	,	,	PUNCT
easat-6703	15	9	functional	functional	ADJ
easat-6703	15	10	smart	smart	ADJ
easat-6703	15	11	materials	material	NOUN
easat-6703	15	12	,	,	PUNCT
easat-6703	15	13	pet	pet	ADJ
easat-6703	15	14	dogs	dog	NOUN
easat-6703	15	15	,	,	PUNCT
easat-6703	15	16	tangent	tangent	ADJ
easat-6703	15	17	search	search	NOUN
easat-6703	15	18	-	-	PUNCT
easat-6703	15	19	driven	drive	VERB
easat-6703	15	20	stacked	stack	VERB
easat-6703	15	21	convolutional	convolutional	ADJ
easat-6703	15	22	neural	neural	ADJ
easat-6703	15	23	network	network	NOUN
easat-6703	15	24	(	(	PUNCT
easat-6703	15	25	ts	ts	NOUN
easat-6703	15	26	-	-	PUNCT
easat-6703	15	27	stackedcnn	stackedcnn	NOUN
easat-6703	15	28	)	)	PUNCT
easat-6703	15	29	,	,	PUNCT
easat-6703	15	30	thin	thin	ADJ
easat-6703	15	31	-	-	PUNCT
easat-6703	15	32	film	film	NOUN
easat-6703	15	33	material	material	NOUN
easat-6703	15	34	systems	system	NOUN
easat-6703	15	35	.	.	PUNCT
easat-6703	16	1	1	1	X
easat-6703	16	2	.	.	X
easat-6703	16	3	introduction	introduction	NOUN
easat-6703	16	4	animal	animal	NOUN
easat-6703	16	5	anxiety	anxiety	NOUN
easat-6703	16	6	is	be	AUX
easat-6703	16	7	a	a	DET
easat-6703	16	8	stress	stress	NOUN
easat-6703	16	9	-	-	PUNCT
easat-6703	16	10	related	relate	VERB
easat-6703	16	11	emotional	emotional	ADJ
easat-6703	16	12	state	state	NOUN
easat-6703	16	13	triggered	trigger	VERB
easat-6703	16	14	by	by	ADP
easat-6703	16	15	fear	fear	NOUN
easat-6703	16	16	,	,	PUNCT
easat-6703	16	17	new	new	ADJ
easat-6703	16	18	experiences	experience	NOUN
easat-6703	16	19	,	,	PUNCT
easat-6703	16	20	or	or	CCONJ
easat-6703	16	21	environmental	environmental	ADJ
easat-6703	16	22	changes	change	NOUN
easat-6703	16	23	,	,	PUNCT
easat-6703	16	24	resulting	result	VERB
easat-6703	16	25	in	in	ADP
easat-6703	16	26	signs	sign	NOUN
easat-6703	16	27	like	like	ADP
easat-6703	16	28	restlessness	restlessness	NOUN
easat-6703	16	29	,	,	PUNCT
easat-6703	16	30	excessive	excessive	ADJ
easat-6703	16	31	vocalization	vocalization	NOUN
easat-6703	16	32	,	,	PUNCT
easat-6703	16	33	hiding	hiding	NOUN
easat-6703	16	34	,	,	PUNCT
easat-6703	16	35	shaking	shake	VERB
easat-6703	16	36	,	,	PUNCT
easat-6703	16	37	destructive	destructive	ADJ
easat-6703	16	38	behavior	behavior	NOUN
easat-6703	16	39	,	,	PUNCT
easat-6703	16	40	and	and	CCONJ
easat-6703	16	41	changes	change	NOUN
easat-6703	16	42	in	in	ADP
easat-6703	16	43	appetite	appetite	NOUN
easat-6703	16	44	and	and	CCONJ
easat-6703	16	45	grooming	groom	VERB
easat-6703	16	46	[	[	X
easat-6703	16	47	1	1	NUM
easat-6703	16	48	]	]	PUNCT
easat-6703	16	49	.	.	PUNCT
easat-6703	17	1	animal	animal	NOUN
easat-6703	17	2	anxiety	anxiety	NOUN
easat-6703	17	3	regulations	regulation	NOUN
easat-6703	17	4	are	be	AUX
easat-6703	17	5	legal	legal	ADJ
easat-6703	17	6	frameworks	framework	NOUN
easat-6703	17	7	designed	design	VERB
easat-6703	17	8	to	to	PART
easat-6703	17	9	ensure	ensure	VERB
easat-6703	17	10	the	the	DET
easat-6703	17	11	psychological	psychological	ADJ
easat-6703	17	12	,	,	PUNCT
easat-6703	17	13	mental	mental	ADJ
easat-6703	17	14	,	,	PUNCT
easat-6703	17	15	and	and	CCONJ
easat-6703	17	16	emotional	emotional	ADJ
easat-6703	17	17	well	well	ADV
easat-6703	17	18	-	-	PUNCT
easat-6703	17	19	being	being	NOUN
easat-6703	17	20	of	of	ADP
easat-6703	17	21	animals	animal	NOUN
easat-6703	17	22	,	,	PUNCT
easat-6703	17	23	preventing	prevent	VERB
easat-6703	17	24	them	they	PRON
easat-6703	17	25	from	from	ADP
easat-6703	17	26	experiencing	experience	VERB
easat-6703	17	27	excessive	excessive	ADJ
easat-6703	17	28	stress	stress	NOUN
easat-6703	17	29	,	,	PUNCT
easat-6703	17	30	anxiety	anxiety	NOUN
easat-6703	17	31	,	,	PUNCT
easat-6703	17	32	or	or	CCONJ
easat-6703	17	33	distress	distress	NOUN
easat-6703	17	34	,	,	PUNCT
easat-6703	17	35	similar	similar	ADJ
easat-6703	17	36	to	to	ADP
easat-6703	17	37	human	human	ADJ
easat-6703	17	38	anxiety	anxiety	NOUN
easat-6703	17	39	[	[	X
easat-6703	17	40	2	2	NUM
easat-6703	17	41	]	]	PUNCT
easat-6703	17	42	.	.	PUNCT
easat-6703	18	1	animal	animal	NOUN
easat-6703	18	2	anxiety	anxiety	NOUN
easat-6703	18	3	regulations	regulation	NOUN
easat-6703	18	4	exist	exist	VERB
easat-6703	18	5	as	as	ADP
easat-6703	18	6	part	part	NOUN
easat-6703	18	7	of	of	ADP
easat-6703	18	8	the	the	DET
easat-6703	18	9	wider	wide	ADJ
easat-6703	18	10	span	span	NOUN
easat-6703	18	11	that	that	PRON
easat-6703	18	12	is	be	AUX
easat-6703	18	13	animal	animal	NOUN
easat-6703	18	14	welfare	welfare	NOUN
easat-6703	18	15	legislation	legislation	NOUN
easat-6703	18	16	,	,	PUNCT
easat-6703	18	17	but	but	CCONJ
easat-6703	18	18	there	there	PRON
easat-6703	18	19	is	be	VERB
easat-6703	18	20	animal	animal	NOUN
easat-6703	18	21	anxiety	anxiety	NOUN
easat-6703	18	22	legislation	legislation	NOUN
easat-6703	18	23	that	that	PRON
easat-6703	18	24	governs	govern	VERB
easat-6703	18	25	important	important	ADJ
easat-6703	18	26	areas	area	NOUN
easat-6703	18	27	such	such	ADJ
easat-6703	18	28	as	as	ADP
easat-6703	18	29	life	life	NOUN
easat-6703	18	30	conditions	condition	NOUN
easat-6703	18	31	,	,	PUNCT
easat-6703	18	32	transport	transport	NOUN
easat-6703	18	33	,	,	PUNCT
easat-6703	18	34	housing	housing	NOUN
easat-6703	18	35	,	,	PUNCT
easat-6703	18	36	veterinary	veterinary	ADJ
easat-6703	18	37	care	care	NOUN
easat-6703	18	38	,	,	PUNCT
easat-6703	18	39	handling	handling	NOUN
easat-6703	18	40	,	,	PUNCT
easat-6703	18	41	etc	etc	X
easat-6703	18	42	.	.	X
easat-6703	19	1	[	[	X
easat-6703	19	2	3	3	NUM
easat-6703	19	3	]	]	PUNCT
easat-6703	19	4	.	.	PUNCT
easat-6703	20	1	the	the	DET
easat-6703	20	2	regulations	regulation	NOUN
easat-6703	20	3	address	address	VERB
easat-6703	20	4	animal	animal	NOUN
easat-6703	20	5	anxiety	anxiety	NOUN
easat-6703	20	6	as	as	ADP
easat-6703	20	7	a	a	DET
easat-6703	20	8	condition	condition	NOUN
easat-6703	20	9	,	,	PUNCT
easat-6703	20	10	addressing	address	VERB
easat-6703	20	11	excessive	excessive	ADJ
easat-6703	20	12	vocalization	vocalization	NOUN
easat-6703	20	13	,	,	PUNCT
easat-6703	20	14	destructive	destructive	ADJ
easat-6703	20	15	behavior	behavior	NOUN
easat-6703	20	16	,	,	PUNCT
easat-6703	20	17	and	and	CCONJ
easat-6703	20	18	restlessness	restlessness	NOUN
easat-6703	20	19	.	.	PUNCT
easat-6703	21	1	psychologists	psychologist	NOUN
easat-6703	21	2	view	view	VERB
easat-6703	21	3	it	it	PRON
easat-6703	21	4	as	as	ADP
easat-6703	21	5	a	a	DET
easat-6703	21	6	responsibility	responsibility	NOUN
easat-6703	21	7	to	to	PART
easat-6703	21	8	encourage	encourage	VERB
easat-6703	21	9	anxiety	anxiety	NOUN
easat-6703	21	10	reduction	reduction	NOUN
easat-6703	21	11	through	through	ADP
easat-6703	21	12	behavioral	behavioral	ADJ
easat-6703	21	13	modification	modification	NOUN
easat-6703	21	14	techniques	technique	NOUN
easat-6703	21	15	,	,	PUNCT
easat-6703	21	16	similar	similar	ADJ
easat-6703	21	17	to	to	ADP
easat-6703	21	18	teaching	teach	VERB
easat-6703	21	19	people	people	NOUN
easat-6703	21	20	methods	method	NOUN
easat-6703	21	21	to	to	PART
easat-6703	21	22	reduce	reduce	VERB
easat-6703	21	23	their	their	PRON
easat-6703	21	24	anxiety	anxiety	NOUN
easat-6703	21	25	[	[	X
easat-6703	21	26	4	4	NUM
easat-6703	21	27	]	]	PUNCT
easat-6703	21	28	.	.	PUNCT
easat-6703	22	1	in	in	ADP
easat-6703	22	2	businesses	business	NOUN
easat-6703	22	3	,	,	PUNCT
easat-6703	22	4	like	like	ADP
easat-6703	22	5	an	an	DET
easat-6703	22	6	animal	animal	NOUN
easat-6703	22	7	zoo	zoo	NOUN
easat-6703	22	8	,	,	PUNCT
easat-6703	22	9	research	research	NOUN
easat-6703	22	10	laboratory	laboratory	NOUN
easat-6703	22	11	,	,	PUNCT
easat-6703	22	12	animal	animal	NOUN
easat-6703	22	13	farm	farm	NOUN
easat-6703	22	14	or	or	CCONJ
easat-6703	22	15	human	human	ADJ
easat-6703	22	16	domestic	domestic	ADJ
easat-6703	22	17	,	,	PUNCT
easat-6703	22	18	regulatory	regulatory	ADJ
easat-6703	22	19	bodies	body	NOUN
easat-6703	22	20	see	see	VERB
easat-6703	22	21	acceptable	acceptable	ADJ
easat-6703	22	22	policies	policy	NOUN
easat-6703	22	23	,	,	PUNCT
easat-6703	22	24	plans	plan	NOUN
easat-6703	22	25	and	and	CCONJ
easat-6703	22	26	practices	practice	NOUN
easat-6703	22	27	utilizing	utilize	VERB
easat-6703	22	28	various	various	ADJ
easat-6703	22	29	2977	2977	NUM
easat-6703	22	30	edelweiss	edelweiss	PROPN
easat-6703	22	31	applied	apply	VERB
easat-6703	22	32	science	science	NOUN
easat-6703	22	33	and	and	CCONJ
easat-6703	22	34	technology	technology	NOUN
easat-6703	22	35	issn	issn	PROPN
easat-6703	22	36	:	:	PUNCT
easat-6703	22	37	2576	2576	NUM
easat-6703	22	38	-	-	SYM
easat-6703	22	39	8484	8484	NUM
easat-6703	22	40	vol	vol	NOUN
easat-6703	22	41	.	.	PROPN
easat-6703	23	1	9	9	NUM
easat-6703	23	2	,	,	PUNCT
easat-6703	23	3	no	no	INTJ
easat-6703	23	4	.	.	NOUN
easat-6703	23	5	4	4	NUM
easat-6703	23	6	:	:	SYM
easat-6703	23	7	2976	2976	NUM
easat-6703	23	8	-	-	SYM
easat-6703	23	9	2989	2989	NUM
easat-6703	23	10	,	,	PUNCT
easat-6703	23	11	2025	2025	NUM
easat-6703	23	12	doi	doi	NOUN
easat-6703	23	13	:	:	PUNCT
easat-6703	23	14	10.55214/25768484.v9i4.6703	10.55214/25768484.v9i4.6703	NUM
easat-6703	23	15	©	©	PROPN
easat-6703	23	16	2025	2025	NUM
easat-6703	23	17	by	by	ADP
easat-6703	23	18	the	the	DET
easat-6703	23	19	authors	author	NOUN
easat-6703	23	20	;	;	PUNCT
easat-6703	23	21	licensee	licensee	PROPN
easat-6703	23	22	learning	learn	VERB
easat-6703	23	23	gate	gate	NOUN
easat-6703	23	24	enrichment	enrichment	NOUN
easat-6703	23	25	strategies	strategy	NOUN
easat-6703	23	26	,	,	PUNCT
easat-6703	23	27	adequate	adequate	ADJ
easat-6703	23	28	space	space	NOUN
easat-6703	23	29	and	and	CCONJ
easat-6703	23	30	positive	positive	ADJ
easat-6703	23	31	reinforcement	reinforcement	NOUN
easat-6703	23	32	to	to	PART
easat-6703	23	33	achieve	achieve	VERB
easat-6703	23	34	reductions	reduction	NOUN
easat-6703	23	35	in	in	ADP
easat-6703	23	36	the	the	DET
easat-6703	23	37	psychological	psychological	ADJ
easat-6703	23	38	suffering	suffering	NOUN
easat-6703	23	39	of	of	ADP
easat-6703	23	40	animals	animal	NOUN
easat-6703	23	41	[	[	X
easat-6703	23	42	5	5	NUM
easat-6703	23	43	]	]	PUNCT
easat-6703	23	44	.	.	PUNCT
easat-6703	24	1	veterinarians	veterinarian	NOUN
easat-6703	24	2	and	and	CCONJ
easat-6703	24	3	pet	pet	ADJ
easat-6703	24	4	owners	owner	NOUN
easat-6703	24	5	are	be	AUX
easat-6703	24	6	becoming	become	VERB
easat-6703	24	7	increasingly	increasingly	ADV
easat-6703	24	8	concerned	concerned	ADJ
easat-6703	24	9	about	about	ADP
easat-6703	24	10	companion	companion	NOUN
easat-6703	24	11	animals	animal	NOUN
easat-6703	24	12	'	'	PART
easat-6703	24	13	emotional	emotional	ADJ
easat-6703	24	14	health	health	NOUN
easat-6703	24	15	and	and	CCONJ
easat-6703	24	16	overall	overall	ADJ
easat-6703	24	17	well	well	ADV
easat-6703	24	18	-	-	PUNCT
easat-6703	24	19	being	being	NOUN
easat-6703	24	20	,	,	PUNCT
easat-6703	24	21	particularly	particularly	ADV
easat-6703	24	22	pet	pet	ADJ
easat-6703	24	23	dogs	dog	NOUN
easat-6703	24	24	.	.	PUNCT
easat-6703	25	1	anxiety	anxiety	NOUN
easat-6703	25	2	is	be	AUX
easat-6703	25	3	one	one	NUM
easat-6703	25	4	of	of	ADP
easat-6703	25	5	the	the	DET
easat-6703	25	6	wide	wide	ADJ
easat-6703	25	7	variety	variety	NOUN
easat-6703	25	8	of	of	ADP
easat-6703	25	9	animal	animal	NOUN
easat-6703	25	10	behavioral	behavioral	ADJ
easat-6703	25	11	health	health	NOUN
easat-6703	25	12	concerns	concern	NOUN
easat-6703	25	13	that	that	PRON
easat-6703	25	14	are	be	AUX
easat-6703	25	15	frequent	frequent	ADJ
easat-6703	25	16	in	in	ADP
easat-6703	25	17	dogs	dog	NOUN
easat-6703	25	18	and	and	CCONJ
easat-6703	25	19	it	it	PRON
easat-6703	25	20	can	can	AUX
easat-6703	25	21	be	be	AUX
easat-6703	25	22	caused	cause	VERB
easat-6703	25	23	by	by	ADP
easat-6703	25	24	separation	separation	NOUN
easat-6703	25	25	,	,	PUNCT
easat-6703	25	26	loud	loud	ADJ
easat-6703	25	27	noises	noise	NOUN
easat-6703	25	28	,	,	PUNCT
easat-6703	25	29	unusual	unusual	ADJ
easat-6703	25	30	environments	environment	NOUN
easat-6703	25	31	,	,	PUNCT
easat-6703	25	32	and	and	CCONJ
easat-6703	25	33	changes	change	NOUN
easat-6703	25	34	in	in	ADP
easat-6703	25	35	habit	habit	NOUN
easat-6703	25	36	[	[	X
easat-6703	25	37	6	6	NUM
easat-6703	25	38	]	]	PUNCT
easat-6703	25	39	.	.	PUNCT
easat-6703	26	1	one	one	NUM
easat-6703	26	2	popular	popular	ADJ
easat-6703	26	3	category	category	NOUN
easat-6703	26	4	of	of	ADP
easat-6703	26	5	complementary	complementary	ADJ
easat-6703	26	6	and	and	CCONJ
easat-6703	26	7	alternative	alternative	ADJ
easat-6703	26	8	therapies	therapy	NOUN
easat-6703	26	9	that	that	PRON
easat-6703	26	10	make	make	VERB
easat-6703	26	11	use	use	NOUN
easat-6703	26	12	of	of	ADP
easat-6703	26	13	interactions	interaction	NOUN
easat-6703	26	14	with	with	ADP
easat-6703	26	15	a	a	DET
easat-6703	26	16	trained	train	VERB
easat-6703	26	17	dog	dog	NOUN
easat-6703	26	18	is	be	AUX
easat-6703	26	19	called	call	VERB
easat-6703	26	20	canine	canine	NOUN
easat-6703	26	21	-	-	PUNCT
easat-6703	26	22	assisted	assist	VERB
easat-6703	26	23	interactions	interaction	NOUN
easat-6703	26	24	(	(	PUNCT
easat-6703	26	25	cais	cais	PROPN
easat-6703	26	26	)	)	PUNCT
easat-6703	26	27	.	.	PUNCT
easat-6703	27	1	cais	cai	NOUN
easat-6703	27	2	,	,	PUNCT
easat-6703	27	3	like	like	ADP
easat-6703	27	4	all	all	DET
easat-6703	27	5	other	other	ADJ
easat-6703	27	6	animal	animal	NOUN
easat-6703	27	7	-	-	PUNCT
easat-6703	27	8	assisted	assist	VERB
easat-6703	27	9	interactions	interaction	NOUN
easat-6703	27	10	(	(	PUNCT
easat-6703	27	11	aais	aais	NOUN
easat-6703	27	12	)	)	PUNCT
easat-6703	27	13	,	,	PUNCT
easat-6703	27	14	aim	aim	VERB
easat-6703	27	15	to	to	PART
easat-6703	27	16	enhance	enhance	VERB
easat-6703	27	17	the	the	DET
easat-6703	27	18	quality	quality	NOUN
easat-6703	27	19	of	of	ADP
easat-6703	27	20	life	life	NOUN
easat-6703	27	21	of	of	ADP
easat-6703	27	22	human	human	ADJ
easat-6703	27	23	participants	participant	NOUN
easat-6703	27	24	as	as	SCONJ
easat-6703	27	25	measured	measure	VERB
easat-6703	27	26	by	by	ADP
easat-6703	27	27	certain	certain	ADJ
easat-6703	27	28	clinical	clinical	ADJ
easat-6703	27	29	endpoints	endpoint	NOUN
easat-6703	27	30	(	(	PUNCT
easat-6703	27	31	e.g.	e.g.	ADV
easat-6703	27	32	,	,	PUNCT
easat-6703	27	33	blood	blood	NOUN
easat-6703	27	34	pressure	pressure	NOUN
easat-6703	27	35	,	,	PUNCT
easat-6703	27	36	cortisol	cortisol	NOUN
easat-6703	27	37	,	,	PUNCT
easat-6703	27	38	etc	etc	X
easat-6703	27	39	.	.	X
easat-6703	27	40	)	)	PUNCT
easat-6703	28	1	[	[	X
easat-6703	28	2	7	7	NUM
easat-6703	28	3	]	]	PUNCT
easat-6703	28	4	.	.	PUNCT
easat-6703	29	1	smart	smart	ADJ
easat-6703	29	2	wearable	wearable	ADJ
easat-6703	29	3	devices	device	NOUN
easat-6703	29	4	,	,	PUNCT
easat-6703	29	5	such	such	ADJ
easat-6703	29	6	as	as	ADP
easat-6703	29	7	collars	collar	NOUN
easat-6703	29	8	,	,	PUNCT
easat-6703	29	9	harnesses	harness	NOUN
easat-6703	29	10	,	,	PUNCT
easat-6703	29	11	or	or	CCONJ
easat-6703	29	12	vests	vest	NOUN
easat-6703	29	13	,	,	PUNCT
easat-6703	29	14	are	be	AUX
easat-6703	29	15	advanced	advanced	ADJ
easat-6703	29	16	sensors	sensor	NOUN
easat-6703	29	17	that	that	PRON
easat-6703	29	18	monitor	monitor	VERB
easat-6703	29	19	and	and	CCONJ
easat-6703	29	20	enhance	enhance	VERB
easat-6703	29	21	the	the	DET
easat-6703	29	22	health	health	NOUN
easat-6703	29	23	,	,	PUNCT
easat-6703	29	24	behavior	behavior	NOUN
easat-6703	29	25	,	,	PUNCT
easat-6703	29	26	and	and	CCONJ
easat-6703	29	27	well	well	ADV
easat-6703	29	28	-	-	PUNCT
easat-6703	29	29	being	being	NOUN
easat-6703	29	30	of	of	ADP
easat-6703	29	31	pets	pet	NOUN
easat-6703	29	32	and	and	CCONJ
easat-6703	29	33	livestock	livestock	NOUN
easat-6703	29	34	by	by	ADP
easat-6703	29	35	continuously	continuously	ADV
easat-6703	29	36	detecting	detect	VERB
easat-6703	29	37	physiological	physiological	ADJ
easat-6703	29	38	and	and	CCONJ
easat-6703	29	39	behavioral	behavioral	ADJ
easat-6703	29	40	data	datum	NOUN
easat-6703	29	41	[	[	X
easat-6703	29	42	8	8	NUM
easat-6703	29	43	]	]	PUNCT
easat-6703	29	44	.	.	PUNCT
easat-6703	30	1	smart	smart	ADJ
easat-6703	30	2	wearables	wearable	NOUN
easat-6703	30	3	utilize	utilize	VERB
easat-6703	30	4	global	global	ADJ
easat-6703	30	5	positioning	positioning	NOUN
easat-6703	30	6	system	system	NOUN
easat-6703	30	7	(	(	PUNCT
easat-6703	30	8	gps	gps	PROPN
easat-6703	30	9	)	)	PUNCT
easat-6703	30	10	and	and	CCONJ
easat-6703	30	11	artificial	artificial	ADJ
easat-6703	30	12	intelligence	intelligence	NOUN
easat-6703	30	13	(	(	PUNCT
easat-6703	30	14	ai	ai	NOUN
easat-6703	30	15	)	)	PUNCT
easat-6703	30	16	to	to	PART
easat-6703	30	17	monitor	monitor	VERB
easat-6703	30	18	animal	animal	NOUN
easat-6703	30	19	health	health	NOUN
easat-6703	30	20	,	,	PUNCT
easat-6703	30	21	providing	provide	VERB
easat-6703	30	22	real	real	ADJ
easat-6703	30	23	-	-	PUNCT
easat-6703	30	24	time	time	NOUN
easat-6703	30	25	feedback	feedback	NOUN
easat-6703	30	26	and	and	CCONJ
easat-6703	30	27	remote	remote	ADJ
easat-6703	30	28	monitoring	monitoring	NOUN
easat-6703	30	29	,	,	PUNCT
easat-6703	30	30	enabling	enable	VERB
easat-6703	30	31	early	early	ADJ
easat-6703	30	32	diagnosis	diagnosis	NOUN
easat-6703	30	33	,	,	PUNCT
easat-6703	30	34	individualized	individualized	ADJ
easat-6703	30	35	care	care	NOUN
easat-6703	30	36	,	,	PUNCT
easat-6703	30	37	and	and	CCONJ
easat-6703	30	38	effective	effective	ADJ
easat-6703	30	39	communication	communication	NOUN
easat-6703	30	40	between	between	ADP
easat-6703	30	41	veterinarians	veterinarian	NOUN
easat-6703	30	42	,	,	PUNCT
easat-6703	30	43	pet	pet	ADJ
easat-6703	30	44	owners	owner	NOUN
easat-6703	30	45	,	,	PUNCT
easat-6703	30	46	and	and	CCONJ
easat-6703	30	47	animals	animal	NOUN
easat-6703	30	48	[	[	X
easat-6703	30	49	9	9	NUM
easat-6703	30	50	]	]	PUNCT
easat-6703	30	51	.	.	PUNCT
easat-6703	31	1	animal	animal	NOUN
easat-6703	31	2	anxiety	anxiety	NOUN
easat-6703	31	3	management	management	NOUN
easat-6703	31	4	poses	pose	VERB
easat-6703	31	5	challenges	challenge	NOUN
easat-6703	31	6	such	such	ADJ
easat-6703	31	7	as	as	ADP
easat-6703	31	8	not	not	PART
easat-6703	31	9	being	be	AUX
easat-6703	31	10	able	able	ADJ
easat-6703	31	11	to	to	PART
easat-6703	31	12	correctly	correctly	ADV
easat-6703	31	13	identify	identify	VERB
easat-6703	31	14	indicators	indicator	NOUN
easat-6703	31	15	of	of	ADP
easat-6703	31	16	anxiety	anxiety	NOUN
easat-6703	31	17	in	in	ADP
easat-6703	31	18	animals	animal	NOUN
easat-6703	31	19	,	,	PUNCT
easat-6703	31	20	no	no	DET
easat-6703	31	21	standardized	standardized	ADJ
easat-6703	31	22	practice	practice	NOUN
easat-6703	31	23	guidelines	guideline	NOUN
easat-6703	31	24	,	,	PUNCT
easat-6703	31	25	limited	limited	ADJ
easat-6703	31	26	access	access	NOUN
easat-6703	31	27	to	to	ADP
easat-6703	31	28	technology	technology	NOUN
easat-6703	31	29	,	,	PUNCT
easat-6703	31	30	high	high	ADJ
easat-6703	31	31	implementation	implementation	NOUN
easat-6703	31	32	costs	cost	NOUN
easat-6703	31	33	,	,	PUNCT
easat-6703	31	34	and	and	CCONJ
easat-6703	31	35	weak	weak	ADJ
easat-6703	31	36	regulation	regulation	NOUN
easat-6703	31	37	enforcement	enforcement	NOUN
easat-6703	31	38	,	,	PUNCT
easat-6703	31	39	which	which	PRON
easat-6703	31	40	can	can	AUX
easat-6703	31	41	prevent	prevent	VERB
easat-6703	31	42	consistency	consistency	NOUN
easat-6703	31	43	in	in	ADP
easat-6703	31	44	delivery	delivery	NOUN
easat-6703	31	45	care	care	NOUN
easat-6703	31	46	and	and	CCONJ
easat-6703	31	47	also	also	ADV
easat-6703	31	48	affect	affect	VERB
easat-6703	31	49	the	the	DET
easat-6703	31	50	success	success	NOUN
easat-6703	31	51	of	of	ADP
easat-6703	31	52	putting	put	VERB
easat-6703	31	53	a	a	DET
easat-6703	31	54	smart	smart	ADJ
easat-6703	31	55	solution	solution	NOUN
easat-6703	31	56	in	in	ADP
easat-6703	31	57	place	place	NOUN
easat-6703	31	58	to	to	PART
easat-6703	31	59	regulate	regulate	VERB
easat-6703	31	60	anxiety	anxiety	NOUN
easat-6703	31	61	[	[	X
easat-6703	31	62	10	10	NUM
easat-6703	31	63	]	]	PUNCT
easat-6703	31	64	.	.	PUNCT
easat-6703	32	1	the	the	DET
easat-6703	32	2	intent	intent	NOUN
easat-6703	32	3	of	of	ADP
easat-6703	32	4	the	the	DET
easat-6703	32	5	investigation	investigation	NOUN
easat-6703	32	6	is	be	AUX
easat-6703	32	7	to	to	PART
easat-6703	32	8	evaluate	evaluate	VERB
easat-6703	32	9	a	a	DET
easat-6703	32	10	smart	smart	ADJ
easat-6703	32	11	wearable	wearable	NOUN
easat-6703	32	12	that	that	PRON
easat-6703	32	13	can	can	AUX
easat-6703	32	14	monitor	monitor	VERB
easat-6703	32	15	and	and	CCONJ
easat-6703	32	16	manage	manage	VERB
easat-6703	32	17	anxiety	anxiety	NOUN
easat-6703	32	18	in	in	ADP
easat-6703	32	19	pet	pet	ADJ
easat-6703	32	20	dogs	dog	NOUN
easat-6703	32	21	using	use	VERB
easat-6703	32	22	deep	deep	ADJ
easat-6703	32	23	learning	learning	NOUN
easat-6703	32	24	(	(	PUNCT
easat-6703	32	25	dl	dl	NOUN
easat-6703	32	26	)	)	PUNCT
easat-6703	32	27	algorithms	algorithm	NOUN
easat-6703	32	28	and	and	CCONJ
easat-6703	32	29	piezoelectric	piezoelectric	ADJ
easat-6703	32	30	thin	thin	ADJ
easat-6703	32	31	-	-	PUNCT
easat-6703	32	32	film	film	NOUN
easat-6703	32	33	materials	material	NOUN
easat-6703	32	34	.	.	PUNCT
easat-6703	33	1	the	the	DET
easat-6703	33	2	research	research	NOUN
easat-6703	33	3	utilizes	utilize	VERB
easat-6703	33	4	the	the	DET
easat-6703	33	5	tangent	tangent	ADJ
easat-6703	33	6	search	search	NOUN
easat-6703	33	7	-	-	PUNCT
easat-6703	33	8	driven	drive	VERB
easat-6703	33	9	stacked	stack	VERB
easat-6703	33	10	convolutional	convolutional	ADJ
easat-6703	33	11	neural	neural	ADJ
easat-6703	33	12	network	network	NOUN
easat-6703	33	13	(	(	PUNCT
easat-6703	33	14	ts	ts	NOUN
easat-6703	33	15	-	-	PUNCT
easat-6703	33	16	stackedcnn	stackedcnn	NOUN
easat-6703	33	17	)	)	PUNCT
easat-6703	33	18	model	model	NOUN
easat-6703	33	19	to	to	PART
easat-6703	33	20	analyze	analyze	VERB
easat-6703	33	21	and	and	CCONJ
easat-6703	33	22	detect	detect	VERB
easat-6703	33	23	anxiety	anxiety	NOUN
easat-6703	33	24	regulation	regulation	NOUN
easat-6703	33	25	in	in	ADP
easat-6703	33	26	pet	pet	ADJ
easat-6703	33	27	dogs	dog	NOUN
easat-6703	33	28	.	.	PUNCT
easat-6703	34	1	the	the	DET
easat-6703	34	2	following	follow	VERB
easat-6703	34	3	sections	section	NOUN
easat-6703	34	4	comprise	comprise	VERB
easat-6703	34	5	the	the	DET
easat-6703	34	6	research	research	NOUN
easat-6703	34	7	:	:	PUNCT
easat-6703	34	8	section	section	NOUN
easat-6703	34	9	2	2	NUM
easat-6703	34	10	outlines	outline	VERB
easat-6703	34	11	relevant	relevant	ADJ
easat-6703	34	12	literature	literature	NOUN
easat-6703	34	13	,	,	PUNCT
easat-6703	34	14	section	section	NOUN
easat-6703	34	15	3	3	NUM
easat-6703	34	16	explains	explain	VERB
easat-6703	34	17	methodology	methodology	NOUN
easat-6703	34	18	,	,	PUNCT
easat-6703	34	19	section	section	NOUN
easat-6703	34	20	4	4	NUM
easat-6703	34	21	gives	give	VERB
easat-6703	34	22	findings	finding	NOUN
easat-6703	34	23	and	and	CCONJ
easat-6703	34	24	discussion	discussion	NOUN
easat-6703	34	25	,	,	PUNCT
easat-6703	34	26	and	and	CCONJ
easat-6703	34	27	section	section	NOUN
easat-6703	34	28	5	5	NUM
easat-6703	34	29	concludes	conclude	VERB
easat-6703	34	30	the	the	DET
easat-6703	34	31	research	research	NOUN
easat-6703	34	32	.	.	PUNCT
easat-6703	35	1	2	2	X
easat-6703	35	2	.	.	X
easat-6703	35	3	related	relate	VERB
easat-6703	35	4	work	work	NOUN
easat-6703	35	5	research	research	NOUN
easat-6703	35	6	compared	compare	VERB
easat-6703	35	7	two	two	NUM
easat-6703	35	8	patient	patient	ADJ
easat-6703	35	9	groups	group	NOUN
easat-6703	35	10	:	:	PUNCT
easat-6703	35	11	one	one	NUM
easat-6703	35	12	walking	walk	VERB
easat-6703	35	13	with	with	ADP
easat-6703	35	14	a	a	DET
easat-6703	35	15	dog	dog	NOUN
easat-6703	35	16	and	and	CCONJ
easat-6703	35	17	a	a	DET
easat-6703	35	18	handler	handler	NOUN
easat-6703	35	19	,	,	PUNCT
easat-6703	35	20	and	and	CCONJ
easat-6703	35	21	another	another	PRON
easat-6703	35	22	taking	take	VERB
easat-6703	35	23	a	a	DET
easat-6703	35	24	walk	walk	NOUN
easat-6703	35	25	without	without	ADP
easat-6703	35	26	a	a	DET
easat-6703	35	27	dog	dog	NOUN
easat-6703	35	28	[	[	X
easat-6703	35	29	11	11	NUM
easat-6703	35	30	]	]	PUNCT
easat-6703	35	31	.	.	PUNCT
easat-6703	36	1	results	result	NOUN
easat-6703	36	2	showed	show	VERB
easat-6703	36	3	that	that	SCONJ
easat-6703	36	4	the	the	DET
easat-6703	36	5	dog	dog	NOUN
easat-6703	36	6	group	group	NOUN
easat-6703	36	7	reported	report	VERB
easat-6703	36	8	significantly	significantly	ADV
easat-6703	36	9	less	less	ADJ
easat-6703	36	10	anxiety	anxiety	NOUN
easat-6703	36	11	,	,	PUNCT
easat-6703	36	12	fear	fear	NOUN
easat-6703	36	13	,	,	PUNCT
easat-6703	36	14	and	and	CCONJ
easat-6703	36	15	heart	heart	NOUN
easat-6703	36	16	rate	rate	NOUN
easat-6703	36	17	levels	level	NOUN
easat-6703	36	18	compared	compare	VERB
easat-6703	36	19	to	to	ADP
easat-6703	36	20	the	the	DET
easat-6703	36	21	other	other	ADJ
easat-6703	36	22	group	group	NOUN
easat-6703	36	23	.	.	PUNCT
easat-6703	37	1	limitation	limitation	NOUN
easat-6703	37	2	factors	factor	NOUN
easat-6703	37	3	included	include	VERB
easat-6703	37	4	a	a	DET
easat-6703	37	5	small	small	ADJ
easat-6703	37	6	sample	sample	NOUN
easat-6703	37	7	and	and	CCONJ
easat-6703	37	8	a	a	DET
easat-6703	37	9	need	need	NOUN
easat-6703	37	10	for	for	ADP
easat-6703	37	11	expanded	expand	VERB
easat-6703	37	12	research	research	NOUN
easat-6703	37	13	to	to	PART
easat-6703	37	14	establish	establish	VERB
easat-6703	37	15	the	the	DET
easat-6703	37	16	generalization	generalization	NOUN
easat-6703	37	17	of	of	ADP
easat-6703	37	18	findings	finding	NOUN
easat-6703	37	19	.	.	PUNCT
easat-6703	38	1	the	the	DET
easat-6703	38	2	role	role	NOUN
easat-6703	38	3	of	of	ADP
easat-6703	38	4	pet	pet	ADJ
easat-6703	38	5	attachment	attachment	NOUN
easat-6703	38	6	and	and	CCONJ
easat-6703	38	7	,	,	PUNCT
easat-6703	38	8	more	more	ADV
easat-6703	38	9	specifically	specifically	ADV
easat-6703	38	10	,	,	PUNCT
easat-6703	38	11	attachment	attachment	NOUN
easat-6703	38	12	to	to	ADP
easat-6703	38	13	a	a	DET
easat-6703	38	14	dog	dog	NOUN
easat-6703	38	15	in	in	ADP
easat-6703	38	16	decreasing	decrease	VERB
easat-6703	38	17	anxiety	anxiety	NOUN
easat-6703	38	18	and	and	CCONJ
easat-6703	38	19	depression	depression	NOUN
easat-6703	38	20	,	,	PUNCT
easat-6703	38	21	in	in	ADP
easat-6703	38	22	particular	particular	ADJ
easat-6703	38	23	with	with	ADP
easat-6703	38	24	women	woman	NOUN
easat-6703	38	25	who	who	PRON
easat-6703	38	26	have	have	VERB
easat-6703	38	27	a	a	DET
easat-6703	38	28	history	history	NOUN
easat-6703	38	29	of	of	ADP
easat-6703	38	30	childhood	childhood	NOUN
easat-6703	38	31	abuse	abuse	NOUN
easat-6703	38	32	,	,	PUNCT
easat-6703	38	33	was	be	AUX
easat-6703	38	34	examined	examine	VERB
easat-6703	38	35	[	[	X
easat-6703	38	36	12	12	NUM
easat-6703	38	37	]	]	PUNCT
easat-6703	38	38	.	.	PUNCT
easat-6703	39	1	limitations	limitation	NOUN
easat-6703	39	2	of	of	ADP
easat-6703	39	3	the	the	DET
easat-6703	39	4	research	research	NOUN
easat-6703	39	5	include	include	VERB
easat-6703	39	6	crosssectional	crosssectional	ADJ
easat-6703	39	7	designs	design	NOUN
easat-6703	39	8	and	and	CCONJ
easat-6703	39	9	self	self	NOUN
easat-6703	39	10	-	-	PUNCT
easat-6703	39	11	report	report	NOUN
easat-6703	39	12	measures	measure	NOUN
easat-6703	39	13	of	of	ADP
easat-6703	39	14	previous	previous	ADJ
easat-6703	39	15	history	history	NOUN
easat-6703	39	16	,	,	PUNCT
easat-6703	39	17	highlighting	highlight	VERB
easat-6703	39	18	the	the	DET
easat-6703	39	19	need	need	NOUN
easat-6703	39	20	for	for	SCONJ
easat-6703	39	21	longitudinal	longitudinal	ADJ
easat-6703	39	22	studies	study	NOUN
easat-6703	39	23	to	to	PART
easat-6703	39	24	make	make	VERB
easat-6703	39	25	firmer	firm	ADJ
easat-6703	39	26	conclusions	conclusion	NOUN
easat-6703	39	27	.	.	PUNCT
easat-6703	40	1	the	the	DET
easat-6703	40	2	importance	importance	NOUN
easat-6703	40	3	of	of	ADP
easat-6703	40	4	gut	gut	NOUN
easat-6703	40	5	microbiota	microbiota	NOUN
easat-6703	40	6	for	for	ADP
easat-6703	40	7	canine	canine	NOUN
easat-6703	40	8	anxiety	anxiety	NOUN
easat-6703	40	9	disorders	disorder	NOUN
easat-6703	40	10	,	,	PUNCT
easat-6703	40	11	noting	note	VERB
easat-6703	40	12	the	the	DET
easat-6703	40	13	effect	effect	NOUN
easat-6703	40	14	of	of	ADP
easat-6703	40	15	dysbiosis	dysbiosis	NOUN
easat-6703	40	16	on	on	ADP
easat-6703	40	17	mental	mental	ADJ
easat-6703	40	18	health	health	NOUN
easat-6703	40	19	through	through	ADP
easat-6703	40	20	multiple	multiple	ADJ
easat-6703	40	21	biological	biological	ADJ
easat-6703	40	22	pathways	pathway	NOUN
easat-6703	40	23	,	,	PUNCT
easat-6703	40	24	was	be	AUX
easat-6703	40	25	described	describe	VERB
easat-6703	40	26	[	[	X
easat-6703	40	27	13	13	NUM
easat-6703	40	28	]	]	PUNCT
easat-6703	40	29	.	.	PUNCT
easat-6703	41	1	however	however	ADV
easat-6703	41	2	,	,	PUNCT
easat-6703	41	3	the	the	DET
easat-6703	41	4	research	research	NOUN
easat-6703	41	5	was	be	AUX
easat-6703	41	6	plagued	plague	VERB
easat-6703	41	7	by	by	ADP
easat-6703	41	8	limitations	limitation	NOUN
easat-6703	41	9	,	,	PUNCT
easat-6703	41	10	with	with	ADP
easat-6703	41	11	a	a	DET
easat-6703	41	12	notable	notable	ADJ
easat-6703	41	13	lack	lack	NOUN
easat-6703	41	14	of	of	ADP
easat-6703	41	15	research	research	NOUN
easat-6703	41	16	specifically	specifically	ADV
easat-6703	41	17	aimed	aim	VERB
easat-6703	41	18	at	at	ADP
easat-6703	41	19	dogs	dog	NOUN
easat-6703	41	20	.	.	PUNCT
easat-6703	42	1	to	to	PART
easat-6703	42	2	examine	examine	VERB
easat-6703	42	3	the	the	DET
easat-6703	42	4	efficacy	efficacy	NOUN
easat-6703	42	5	of	of	ADP
easat-6703	42	6	dìrelaxtm	dìrelaxtm	ADJ
easat-6703	42	7	,	,	PUNCT
easat-6703	42	8	a	a	DET
easat-6703	42	9	nutraceutical	nutraceutical	NOUN
easat-6703	42	10	designed	design	VERB
easat-6703	42	11	for	for	ADP
easat-6703	42	12	reducing	reduce	VERB
easat-6703	42	13	dog	dog	NOUN
easat-6703	42	14	anxiety	anxiety	NOUN
easat-6703	42	15	,	,	PUNCT
easat-6703	42	16	root	root	NOUN
easat-6703	42	17	canal	canal	NOUN
easat-6703	42	18	therapy	therapy	NOUN
easat-6703	42	19	(	(	PUNCT
easat-6703	42	20	rct)-type	rct)-type	NOUN
easat-6703	42	21	research	research	NOUN
easat-6703	42	22	was	be	AUX
easat-6703	42	23	examined	examine	VERB
easat-6703	42	24	[	[	X
easat-6703	42	25	14	14	NUM
easat-6703	42	26	]	]	PUNCT
easat-6703	42	27	.	.	PUNCT
easat-6703	43	1	results	result	NOUN
easat-6703	43	2	indicated	indicate	VERB
easat-6703	43	3	improved	improved	ADJ
easat-6703	43	4	cognitive	cognitive	ADJ
easat-6703	43	5	performance	performance	NOUN
easat-6703	43	6	on	on	ADP
easat-6703	43	7	solvable	solvable	ADJ
easat-6703	43	8	tasks	task	NOUN
easat-6703	43	9	and	and	CCONJ
easat-6703	43	10	some	some	DET
easat-6703	43	11	behavior	behavior	NOUN
easat-6703	43	12	improvements	improvement	NOUN
easat-6703	43	13	,	,	PUNCT
easat-6703	43	14	and	and	CCONJ
easat-6703	43	15	no	no	DET
easat-6703	43	16	adverse	adverse	ADJ
easat-6703	43	17	effects	effect	NOUN
easat-6703	43	18	were	be	AUX
easat-6703	43	19	documented	document	VERB
easat-6703	43	20	.	.	PUNCT
easat-6703	44	1	limitations	limitation	NOUN
easat-6703	44	2	included	include	VERB
easat-6703	44	3	the	the	DET
easat-6703	44	4	need	need	NOUN
easat-6703	44	5	for	for	ADP
easat-6703	44	6	more	more	ADJ
easat-6703	44	7	research	research	NOUN
easat-6703	44	8	on	on	ADP
easat-6703	44	9	the	the	DET
easat-6703	44	10	optimal	optimal	ADJ
easat-6703	44	11	way	way	NOUN
easat-6703	44	12	to	to	PART
easat-6703	44	13	administer	administer	VERB
easat-6703	44	14	the	the	DET
easat-6703	44	15	intervention	intervention	NOUN
easat-6703	44	16	and	and	CCONJ
easat-6703	44	17	improvement	improvement	NOUN
easat-6703	44	18	during	during	ADP
easat-6703	44	19	the	the	DET
easat-6703	44	20	unsolvable	unsolvable	ADJ
easat-6703	44	21	phases	phase	NOUN
easat-6703	44	22	was	be	AUX
easat-6703	44	23	not	not	PART
easat-6703	44	24	observed	observe	VERB
easat-6703	44	25	.	.	PUNCT
easat-6703	45	1	the	the	DET
easat-6703	45	2	impact	impact	NOUN
easat-6703	45	3	of	of	ADP
easat-6703	45	4	companion	companion	NOUN
easat-6703	45	5	dogs	dog	NOUN
easat-6703	45	6	and	and	CCONJ
easat-6703	45	7	cats	cat	NOUN
easat-6703	45	8	on	on	ADP
easat-6703	45	9	young	young	ADJ
easat-6703	45	10	adults	adult	NOUN
easat-6703	45	11	'	'	PART
easat-6703	45	12	mental	mental	ADJ
easat-6703	45	13	health	health	NOUN
easat-6703	45	14	was	be	AUX
easat-6703	45	15	discussed	discuss	VERB
easat-6703	45	16	,	,	PUNCT
easat-6703	45	17	along	along	ADP
easat-6703	45	18	with	with	ADP
easat-6703	45	19	topics	topic	NOUN
easat-6703	45	20	on	on	ADP
easat-6703	45	21	the	the	DET
easat-6703	45	22	effects	effect	NOUN
easat-6703	45	23	of	of	ADP
easat-6703	45	24	stress	stress	NOUN
easat-6703	45	25	,	,	PUNCT
easat-6703	45	26	anxiety	anxiety	NOUN
easat-6703	45	27	,	,	PUNCT
easat-6703	45	28	and	and	CCONJ
easat-6703	45	29	depression	depression	NOUN
easat-6703	45	30	[	[	X
easat-6703	45	31	15	15	NUM
easat-6703	45	32	]	]	PUNCT
easat-6703	45	33	.	.	PUNCT
easat-6703	46	1	the	the	DET
easat-6703	46	2	findings	finding	NOUN
easat-6703	46	3	illustrate	illustrate	VERB
easat-6703	46	4	that	that	SCONJ
easat-6703	46	5	pets	pet	NOUN
easat-6703	46	6	were	be	AUX
easat-6703	46	7	a	a	DET
easat-6703	46	8	positive	positive	ADJ
easat-6703	46	9	factor	factor	NOUN
easat-6703	46	10	in	in	ADP
easat-6703	46	11	controlling	control	VERB
easat-6703	46	12	the	the	DET
easat-6703	46	13	symptoms	symptom	NOUN
easat-6703	46	14	of	of	ADP
easat-6703	46	15	mental	mental	ADJ
easat-6703	46	16	illness	illness	NOUN
easat-6703	46	17	and	and	CCONJ
easat-6703	46	18	overall	overall	ADJ
easat-6703	46	19	wellbeing	wellbee	VERB
easat-6703	46	20	.	.	PUNCT
easat-6703	47	1	the	the	DET
easat-6703	47	2	limitations	limitation	NOUN
easat-6703	47	3	of	of	ADP
easat-6703	47	4	the	the	DET
easat-6703	47	5	research	research	NOUN
easat-6703	47	6	included	include	VERB
easat-6703	47	7	a	a	DET
easat-6703	47	8	small	small	ADJ
easat-6703	47	9	sample	sample	NOUN
easat-6703	47	10	and	and	CCONJ
easat-6703	47	11	possible	possible	ADJ
easat-6703	47	12	biases	bias	NOUN
easat-6703	47	13	from	from	ADP
easat-6703	47	14	self	self	NOUN
easat-6703	47	15	-	-	PUNCT
easat-6703	47	16	reporting	reporting	NOUN
easat-6703	47	17	.	.	PUNCT
easat-6703	48	1	the	the	DET
easat-6703	48	2	research	research	NOUN
easat-6703	48	3	proposed	propose	VERB
easat-6703	48	4	using	use	VERB
easat-6703	48	5	traumainformed	traumainforme	VERB
easat-6703	48	6	care	care	NOUN
easat-6703	48	7	(	(	PUNCT
easat-6703	48	8	tic	tic	NOUN
easat-6703	48	9	)	)	PUNCT
easat-6703	48	10	in	in	ADP
easat-6703	48	11	canine	canine	ADJ
easat-6703	48	12	behavioral	behavioral	ADJ
easat-6703	48	13	evaluations	evaluation	NOUN
easat-6703	48	14	,	,	PUNCT
easat-6703	48	15	especially	especially	ADV
easat-6703	48	16	in	in	ADP
easat-6703	48	17	fearful	fearful	ADJ
easat-6703	48	18	-	-	PUNCT
easat-6703	48	19	aggressive	aggressive	ADJ
easat-6703	48	20	dogs	dog	NOUN
easat-6703	48	21	that	that	PRON
easat-6703	48	22	could	could	AUX
easat-6703	48	23	have	have	AUX
easat-6703	48	24	had	have	VERB
easat-6703	48	25	previous	previous	ADJ
easat-6703	48	26	trauma	trauma	NOUN
easat-6703	48	27	[	[	X
easat-6703	48	28	16	16	NUM
easat-6703	48	29	]	]	PUNCT
easat-6703	48	30	.	.	PUNCT
easat-6703	49	1	the	the	DET
easat-6703	49	2	research	research	NOUN
easat-6703	49	3	found	find	VERB
easat-6703	49	4	that	that	SCONJ
easat-6703	49	5	a	a	DET
easat-6703	49	6	deeper	deep	ADJ
easat-6703	49	7	understanding	understanding	NOUN
easat-6703	49	8	of	of	ADP
easat-6703	49	9	a	a	DET
easat-6703	49	10	dog	dog	NOUN
easat-6703	49	11	's	's	PART
easat-6703	49	12	negative	negative	ADJ
easat-6703	49	13	associations	association	NOUN
easat-6703	49	14	through	through	ADP
easat-6703	49	15	the	the	DET
easat-6703	49	16	lens	lens	NOUN
easat-6703	49	17	of	of	ADP
easat-6703	49	18	empathy	empathy	NOUN
easat-6703	49	19	could	could	AUX
easat-6703	49	20	enhance	enhance	VERB
easat-6703	49	21	treatment	treatment	NOUN
easat-6703	49	22	.	.	PUNCT
easat-6703	50	1	limitations	limitation	NOUN
easat-6703	50	2	were	be	AUX
easat-6703	50	3	the	the	DET
easat-6703	50	4	difficulties	difficulty	NOUN
easat-6703	50	5	with	with	ADP
easat-6703	50	6	2978	2978	NUM
easat-6703	50	7	edelweiss	edelweiss	PROPN
easat-6703	50	8	applied	apply	VERB
easat-6703	50	9	science	science	NOUN
easat-6703	50	10	and	and	CCONJ
easat-6703	50	11	technology	technology	NOUN
easat-6703	50	12	issn	issn	PROPN
easat-6703	50	13	:	:	PUNCT
easat-6703	50	14	2576	2576	NUM
easat-6703	50	15	-	-	SYM
easat-6703	50	16	8484	8484	NUM
easat-6703	50	17	vol	vol	NOUN
easat-6703	50	18	.	.	PROPN
easat-6703	51	1	9	9	NUM
easat-6703	51	2	,	,	PUNCT
easat-6703	51	3	no	no	INTJ
easat-6703	51	4	.	.	NOUN
easat-6703	51	5	4	4	NUM
easat-6703	51	6	:	:	SYM
easat-6703	51	7	2976	2976	NUM
easat-6703	51	8	-	-	SYM
easat-6703	51	9	2989	2989	NUM
easat-6703	51	10	,	,	PUNCT
easat-6703	51	11	2025	2025	NUM
easat-6703	51	12	doi	doi	NOUN
easat-6703	51	13	:	:	PUNCT
easat-6703	51	14	10.55214/25768484.v9i4.6703	10.55214/25768484.v9i4.6703	NUM
easat-6703	51	15	©	©	PROPN
easat-6703	51	16	2025	2025	NUM
easat-6703	51	17	by	by	ADP
easat-6703	51	18	the	the	DET
easat-6703	51	19	authors	author	NOUN
easat-6703	51	20	;	;	PUNCT
easat-6703	51	21	licensee	licensee	PROPN
easat-6703	51	22	learning	learn	VERB
easat-6703	51	23	gate	gate	PROPN
easat-6703	51	24	obtaining	obtain	VERB
easat-6703	51	25	the	the	DET
easat-6703	51	26	specific	specific	ADJ
easat-6703	51	27	trauma	trauma	NOUN
easat-6703	51	28	histories	history	NOUN
easat-6703	51	29	,	,	PUNCT
easat-6703	51	30	and	and	CCONJ
easat-6703	51	31	the	the	DET
easat-6703	51	32	limited	limited	ADJ
easat-6703	51	33	evidence	evidence	NOUN
easat-6703	51	34	-	-	PUNCT
easat-6703	51	35	based	base	VERB
easat-6703	51	36	research	research	NOUN
easat-6703	51	37	on	on	ADP
easat-6703	51	38	tic	tic	ADJ
easat-6703	51	39	with	with	ADP
easat-6703	51	40	dogs	dog	NOUN
easat-6703	51	41	.	.	PUNCT
easat-6703	52	1	a	a	DET
easat-6703	52	2	research	research	NOUN
easat-6703	52	3	model	model	NOUN
easat-6703	52	4	to	to	PART
easat-6703	52	5	better	well	ADV
easat-6703	52	6	understand	understand	VERB
easat-6703	52	7	pet	pet	ADJ
easat-6703	52	8	food	food	NOUN
easat-6703	52	9	anxiety	anxiety	NOUN
easat-6703	52	10	,	,	PUNCT
easat-6703	52	11	specifically	specifically	ADV
easat-6703	52	12	during	during	ADP
easat-6703	52	13	the	the	DET
easat-6703	52	14	covid	covid	PROPN
easat-6703	52	15	period	period	NOUN
easat-6703	52	16	,	,	PUNCT
easat-6703	52	17	while	while	SCONJ
easat-6703	52	18	examining	examine	VERB
easat-6703	52	19	factors	factor	NOUN
easat-6703	52	20	like	like	ADP
easat-6703	52	21	pet	pet	ADJ
easat-6703	52	22	owner	owner	NOUN
easat-6703	52	23	perceptions	perception	NOUN
easat-6703	52	24	,	,	PUNCT
easat-6703	52	25	interactions	interaction	NOUN
easat-6703	52	26	,	,	PUNCT
easat-6703	52	27	and	and	CCONJ
easat-6703	52	28	prior	prior	ADJ
easat-6703	52	29	food	food	NOUN
easat-6703	52	30	insecurity	insecurity	NOUN
easat-6703	52	31	,	,	PUNCT
easat-6703	52	32	was	be	AUX
easat-6703	52	33	examined	examine	VERB
easat-6703	52	34	by	by	ADP
easat-6703	52	35	[	[	X
easat-6703	52	36	17	17	NUM
easat-6703	52	37	]	]	PUNCT
easat-6703	52	38	.	.	PUNCT
easat-6703	53	1	tic	tic	PROPN
easat-6703	53	2	found	find	VERB
easat-6703	53	3	that	that	SCONJ
easat-6703	53	4	an	an	DET
easat-6703	53	5	emotional	emotional	ADJ
easat-6703	53	6	bond	bond	NOUN
easat-6703	53	7	with	with	ADP
easat-6703	53	8	their	their	PRON
easat-6703	53	9	pet	pet	ADJ
easat-6703	53	10	and	and	CCONJ
easat-6703	53	11	past	past	ADJ
easat-6703	53	12	experiences	experience	NOUN
easat-6703	53	13	with	with	ADP
easat-6703	53	14	food	food	NOUN
easat-6703	53	15	scarcity	scarcity	NOUN
easat-6703	53	16	contributed	contribute	VERB
easat-6703	53	17	to	to	ADP
easat-6703	53	18	inflated	inflated	ADJ
easat-6703	53	19	anxiety	anxiety	NOUN
easat-6703	53	20	,	,	PUNCT
easat-6703	53	21	which	which	PRON
easat-6703	53	22	subsequently	subsequently	ADV
easat-6703	53	23	affected	affect	VERB
easat-6703	53	24	their	their	PRON
easat-6703	53	25	behaviors	behavior	NOUN
easat-6703	53	26	towards	towards	ADP
easat-6703	53	27	feeding	feeding	NOUN
easat-6703	53	28	and	and	CCONJ
easat-6703	53	29	shopping	shopping	NOUN
easat-6703	53	30	.	.	PUNCT
easat-6703	54	1	3	3	X
easat-6703	54	2	.	.	X
easat-6703	54	3	materials	material	NOUN
easat-6703	54	4	and	and	CCONJ
easat-6703	54	5	methods	method	NOUN
easat-6703	54	6	the	the	DET
easat-6703	54	7	procedure	procedure	NOUN
easat-6703	54	8	for	for	ADP
easat-6703	54	9	gathering	gather	VERB
easat-6703	54	10	data	datum	NOUN
easat-6703	54	11	is	be	AUX
easat-6703	54	12	described	describe	VERB
easat-6703	54	13	in	in	ADP
easat-6703	54	14	the	the	DET
easat-6703	54	15	section	section	NOUN
easat-6703	54	16	.	.	PUNCT
easat-6703	55	1	following	follow	VERB
easat-6703	55	2	compilation	compilation	NOUN
easat-6703	55	3	,	,	PUNCT
easat-6703	55	4	the	the	DET
easat-6703	55	5	data	data	NOUN
easat-6703	55	6	is	be	AUX
easat-6703	55	7	subjected	subject	VERB
easat-6703	55	8	to	to	ADP
easat-6703	55	9	preprocessing	preprocesse	VERB
easat-6703	55	10	using	use	VERB
easat-6703	55	11	the	the	DET
easat-6703	55	12	gabor	gabor	PROPN
easat-6703	55	13	filter	filter	NOUN
easat-6703	55	14	.	.	PUNCT
easat-6703	56	1	the	the	DET
easat-6703	56	2	lda	lda	PROPN
easat-6703	56	3	is	be	AUX
easat-6703	56	4	exercised	exercise	VERB
easat-6703	56	5	to	to	PART
easat-6703	56	6	extract	extract	VERB
easat-6703	56	7	features	feature	NOUN
easat-6703	56	8	from	from	ADP
easat-6703	56	9	detecting	detect	VERB
easat-6703	56	10	anxiety	anxiety	NOUN
easat-6703	56	11	regulation	regulation	NOUN
easat-6703	56	12	.	.	PUNCT
easat-6703	57	1	a	a	DET
easat-6703	57	2	ts	ts	NOUN
easat-6703	57	3	-	-	PUNCT
easat-6703	57	4	stackedcnn	stackedcnn	NOUN
easat-6703	57	5	model	model	NOUN
easat-6703	57	6	is	be	AUX
easat-6703	57	7	applied	apply	VERB
easat-6703	57	8	to	to	PART
easat-6703	57	9	analyze	analyze	VERB
easat-6703	57	10	and	and	CCONJ
easat-6703	57	11	detect	detect	VERB
easat-6703	57	12	anxiety	anxiety	NOUN
easat-6703	57	13	regulation	regulation	NOUN
easat-6703	57	14	in	in	ADP
easat-6703	57	15	pet	pet	ADJ
easat-6703	57	16	dogs	dog	NOUN
easat-6703	57	17	.	.	PUNCT
easat-6703	58	1	figure	figure	NOUN
easat-6703	58	2	1	1	NUM
easat-6703	58	3	provides	provide	VERB
easat-6703	58	4	a	a	DET
easat-6703	58	5	visual	visual	ADJ
easat-6703	58	6	presentation	presentation	NOUN
easat-6703	58	7	of	of	ADP
easat-6703	58	8	the	the	DET
easat-6703	58	9	proposed	propose	VERB
easat-6703	58	10	workflow	workflow	NOUN
easat-6703	58	11	.	.	PUNCT
easat-6703	59	1	figure	figure	NOUN
easat-6703	59	2	1	1	NUM
easat-6703	59	3	.	.	PUNCT
easat-6703	60	1	overall	overall	ADJ
easat-6703	60	2	proposed	propose	VERB
easat-6703	60	3	flow	flow	NOUN
easat-6703	60	4	.	.	PUNCT
easat-6703	61	1	2979	2979	NUM
easat-6703	61	2	edelweiss	edelweiss	PROPN
easat-6703	61	3	applied	apply	VERB
easat-6703	61	4	science	science	NOUN
easat-6703	61	5	and	and	CCONJ
easat-6703	61	6	technology	technology	NOUN
easat-6703	61	7	issn	issn	PROPN
easat-6703	61	8	:	:	PUNCT
easat-6703	61	9	2576	2576	NUM
easat-6703	61	10	-	-	SYM
easat-6703	61	11	8484	8484	NUM
easat-6703	61	12	vol	vol	NOUN
easat-6703	61	13	.	.	PROPN
easat-6703	62	1	9	9	NUM
easat-6703	62	2	,	,	PUNCT
easat-6703	62	3	no	no	INTJ
easat-6703	62	4	.	.	NOUN
easat-6703	62	5	4	4	NUM
easat-6703	62	6	:	:	SYM
easat-6703	62	7	2976	2976	NUM
easat-6703	62	8	-	-	SYM
easat-6703	62	9	2989	2989	NUM
easat-6703	62	10	,	,	PUNCT
easat-6703	62	11	2025	2025	NUM
easat-6703	62	12	doi	doi	NOUN
easat-6703	62	13	:	:	PUNCT
easat-6703	62	14	10.55214/25768484.v9i4.6703	10.55214/25768484.v9i4.6703	NUM
easat-6703	62	15	©	©	PROPN
easat-6703	62	16	2025	2025	NUM
easat-6703	62	17	by	by	ADP
easat-6703	62	18	the	the	DET
easat-6703	62	19	authors	author	NOUN
easat-6703	62	20	;	;	PUNCT
easat-6703	62	21	licensee	licensee	PROPN
easat-6703	62	22	learning	learning	NOUN
easat-6703	62	23	gate	gate	PROPN
easat-6703	62	24	3.1	3.1	NUM
easat-6703	62	25	.	.	PUNCT
easat-6703	63	1	data	datum	NOUN
easat-6703	63	2	collection	collection	NOUN
easat-6703	63	3	in	in	ADP
easat-6703	63	4	this	this	DET
easat-6703	63	5	research	research	NOUN
easat-6703	63	6	,	,	PUNCT
easat-6703	63	7	data	datum	NOUN
easat-6703	63	8	utilized	utilize	VERB
easat-6703	63	9	in	in	ADP
easat-6703	63	10	the	the	DET
easat-6703	63	11	kaggle	kaggle	ADJ
easat-6703	63	12	dataset	dataset	NOUN
easat-6703	64	1	[	[	X
easat-6703	64	2	18	18	NUM
easat-6703	64	3	]	]	PUNCT
easat-6703	64	4	depicts	depict	VERB
easat-6703	64	5	the	the	DET
easat-6703	64	6	potential	potential	ADJ
easat-6703	64	7	behavior	behavior	NOUN
easat-6703	64	8	of	of	ADP
easat-6703	64	9	a	a	DET
easat-6703	64	10	dog	dog	NOUN
easat-6703	64	11	over	over	ADP
easat-6703	64	12	a	a	DET
easat-6703	64	13	60	60	NUM
easat-6703	64	14	-	-	PUNCT
easat-6703	64	15	second	second	NOUN
easat-6703	64	16	duration	duration	NOUN
easat-6703	64	17	at	at	ADP
easat-6703	64	18	a	a	DET
easat-6703	64	19	50	50	NUM
easat-6703	64	20	hz	hz	NOUN
easat-6703	64	21	sample	sample	NOUN
easat-6703	64	22	rate	rate	NOUN
easat-6703	64	23	(	(	PUNCT
easat-6703	64	24	50	50	NUM
easat-6703	64	25	samples	sample	NOUN
easat-6703	64	26	per	per	ADP
easat-6703	64	27	second	second	NOUN
easat-6703	64	28	)	)	PUNCT
easat-6703	64	29	with	with	ADP
easat-6703	64	30	a	a	DET
easat-6703	64	31	simulated	simulate	VERB
easat-6703	64	32	sensor	sensor	NOUN
easat-6703	64	33	reading	reading	NOUN
easat-6703	64	34	,	,	PUNCT
easat-6703	64	35	as	as	ADV
easat-6703	64	36	well	well	ADV
easat-6703	64	37	as	as	ADP
easat-6703	64	38	inferred	infer	VERB
easat-6703	64	39	behaviors	behavior	NOUN
easat-6703	64	40	based	base	VERB
easat-6703	64	41	on	on	ADP
easat-6703	64	42	head	head	NOUN
easat-6703	64	43	and	and	CCONJ
easat-6703	64	44	body	body	NOUN
easat-6703	64	45	position	position	NOUN
easat-6703	64	46	.	.	PUNCT
easat-6703	65	1	this	this	DET
easat-6703	65	2	dataset	dataset	NOUN
easat-6703	65	3	does	do	AUX
easat-6703	65	4	include	include	VERB
easat-6703	65	5	several	several	ADJ
easat-6703	65	6	behaviors	behavior	NOUN
easat-6703	65	7	that	that	PRON
easat-6703	65	8	can	can	AUX
easat-6703	65	9	be	be	AUX
easat-6703	65	10	studied	study	VERB
easat-6703	65	11	or	or	CCONJ
easat-6703	65	12	analyzed	analyze	VERB
easat-6703	65	13	for	for	ADP
easat-6703	65	14	attributes	attribute	NOUN
easat-6703	65	15	of	of	ADP
easat-6703	65	16	dog	dog	NOUN
easat-6703	65	17	behavior	behavior	NOUN
easat-6703	65	18	,	,	PUNCT
easat-6703	65	19	which	which	PRON
easat-6703	65	20	can	can	AUX
easat-6703	65	21	help	help	VERB
easat-6703	65	22	in	in	ADP
easat-6703	65	23	several	several	ADJ
easat-6703	65	24	things	thing	NOUN
easat-6703	65	25	,	,	PUNCT
easat-6703	65	26	such	such	ADJ
easat-6703	65	27	as	as	ADP
easat-6703	65	28	animal	animal	NOUN
easat-6703	65	29	behavior	behavior	NOUN
easat-6703	65	30	analysis	analysis	NOUN
easat-6703	65	31	,	,	PUNCT
easat-6703	65	32	training	training	NOUN
easat-6703	65	33	systems	system	NOUN
easat-6703	65	34	or	or	CCONJ
easat-6703	65	35	health	health	NOUN
easat-6703	65	36	monitoring	monitoring	NOUN
easat-6703	65	37	.	.	PUNCT
easat-6703	66	1	3.2	3.2	NUM
easat-6703	66	2	.	.	PUNCT
easat-6703	67	1	pre	pre	ADJ
easat-6703	67	2	-	-	ADJ
easat-6703	67	3	processing	processing	ADJ
easat-6703	67	4	using	use	VERB
easat-6703	67	5	gabor	gabor	PROPN
easat-6703	67	6	filter	filter	NOUN
easat-6703	67	7	(	(	PUNCT
easat-6703	67	8	gf	gf	NOUN
easat-6703	67	9	)	)	PUNCT
easat-6703	67	10	the	the	DET
easat-6703	67	11	purpose	purpose	NOUN
easat-6703	67	12	of	of	ADP
easat-6703	67	13	the	the	DET
easat-6703	67	14	gf	gf	NOUN
easat-6703	67	15	in	in	ADP
easat-6703	67	16	the	the	DET
easat-6703	67	17	research	research	NOUN
easat-6703	67	18	is	be	AUX
easat-6703	67	19	to	to	PART
easat-6703	67	20	preprocess	preprocess	VERB
easat-6703	67	21	the	the	DET
easat-6703	67	22	raw	raw	ADJ
easat-6703	67	23	sensor	sensor	NOUN
easat-6703	67	24	data	datum	NOUN
easat-6703	67	25	taken	take	VERB
easat-6703	67	26	from	from	ADP
easat-6703	67	27	the	the	DET
easat-6703	67	28	dog	dog	NOUN
easat-6703	67	29	behavior	behavior	NOUN
easat-6703	67	30	monitoring	monitor	VERB
easat-6703	67	31	dataset	dataset	VERB
easat-6703	67	32	before	before	ADP
easat-6703	67	33	use	use	NOUN
easat-6703	67	34	in	in	ADP
easat-6703	67	35	the	the	DET
easat-6703	67	36	dl	dl	PROPN
easat-6703	67	37	model	model	NOUN
easat-6703	67	38	.	.	PUNCT
easat-6703	68	1	the	the	DET
easat-6703	68	2	gf	gf	NOUN
easat-6703	68	3	enhances	enhance	VERB
easat-6703	68	4	sensor	sensor	NOUN
easat-6703	68	5	data	datum	NOUN
easat-6703	68	6	clarity	clarity	NOUN
easat-6703	68	7	,	,	PUNCT
easat-6703	68	8	reduces	reduce	VERB
easat-6703	68	9	background	background	NOUN
easat-6703	68	10	noise	noise	NOUN
easat-6703	68	11	,	,	PUNCT
easat-6703	68	12	and	and	CCONJ
easat-6703	68	13	identifies	identify	VERB
easat-6703	68	14	anxiety	anxiety	NOUN
easat-6703	68	15	-	-	PUNCT
easat-6703	68	16	related	relate	VERB
easat-6703	68	17	behavior	behavior	NOUN
easat-6703	68	18	by	by	ADP
easat-6703	68	19	capturing	capture	VERB
easat-6703	68	20	specific	specific	ADJ
easat-6703	68	21	spatial	spatial	ADJ
easat-6703	68	22	frequencies	frequency	NOUN
easat-6703	68	23	and	and	CCONJ
easat-6703	68	24	orientations	orientation	NOUN
easat-6703	68	25	,	,	PUNCT
easat-6703	68	26	enhancing	enhance	VERB
easat-6703	68	27	micro	micro	ADJ
easat-6703	68	28	-	-	ADJ
easat-6703	68	29	vibrational	vibrational	ADJ
easat-6703	68	30	movements	movement	NOUN
easat-6703	68	31	during	during	ADP
easat-6703	68	32	stress	stress	NOUN
easat-6703	68	33	.	.	PUNCT
easat-6703	69	1	𝑤	𝑤	ADP
easat-6703	69	2	𝑎𝑛𝑑	𝑎𝑛𝑑	ADJ
easat-6703	69	3	𝑍	𝑍	PROPN
easat-6703	69	4	are	be	AUX
easat-6703	69	5	the	the	DET
easat-6703	69	6	original	original	ADJ
easat-6703	69	7	coordinates	coordinate	NOUN
easat-6703	69	8	,	,	PUNCT
easat-6703	69	9	while	while	SCONJ
easat-6703	69	10	𝑤′	𝑤′	PROPN
easat-6703	69	11	𝑎𝑛𝑑	𝑎𝑛𝑑	ADJ
easat-6703	69	12	𝑧′	𝑧′	PROPN
easat-6703	69	13	are	be	AUX
easat-6703	69	14	the	the	DET
easat-6703	69	15	transformed	transform	VERB
easat-6703	69	16	coordinate	coordinate	NOUN
easat-6703	69	17	after	after	ADP
easat-6703	69	18	rotation	rotation	NOUN
easat-6703	69	19	by	by	ADP
easat-6703	69	20	angle	angle	NOUN
easat-6703	69	21	𝜃.	𝜃.	ADP
easat-6703	69	22	𝛾	𝛾	PROPN
easat-6703	69	23	𝑎𝑛𝑑	𝑎𝑛𝑑	ADJ
easat-6703	69	24	𝜎	𝜎	PROPN
easat-6703	69	25	control	control	NOUN
easat-6703	69	26	the	the	DET
easat-6703	69	27	shape	shape	NOUN
easat-6703	69	28	and	and	CCONJ
easat-6703	69	29	width	width	NOUN
easat-6703	69	30	of	of	ADP
easat-6703	69	31	the	the	DET
easat-6703	69	32	gaussian	gaussian	ADJ
easat-6703	69	33	envelope	envelope	NOUN
easat-6703	69	34	.	.	PUNCT
easat-6703	70	1	𝑒	𝑒	PROPN
easat-6703	70	2	𝑎𝑛𝑑	𝑎𝑛𝑑	ADJ
easat-6703	70	3	𝜔	𝜔	PART
easat-6703	70	4	define	define	VERB
easat-6703	70	5	the	the	DET
easat-6703	70	6	frequency	frequency	NOUN
easat-6703	70	7	and	and	CCONJ
easat-6703	70	8	angular	angular	ADJ
easat-6703	70	9	frequency	frequency	NOUN
easat-6703	70	10	of	of	ADP
easat-6703	70	11	the	the	DET
easat-6703	70	12	sinusoidal	sinusoidal	ADJ
easat-6703	70	13	oscillation	oscillation	NOUN
easat-6703	70	14	.	.	PUNCT
easat-6703	71	1	𝜂	𝜂	NOUN
easat-6703	71	2	normalizes	normalize	VERB
easat-6703	71	3	the	the	DET
easat-6703	71	4	function	function	NOUN
easat-6703	71	5	,	,	PUNCT
easat-6703	71	6	and	and	CCONJ
easat-6703	71	7	𝑗	𝑗	NOUN
easat-6703	71	8	is	be	AUX
easat-6703	71	9	the	the	DET
easat-6703	71	10	dogs	dog	NOUN
easat-6703	71	11	behavior	behavior	NOUN
easat-6703	71	12	unit	unit	NOUN
easat-6703	71	13	for	for	ADP
easat-6703	71	14	the	the	DET
easat-6703	71	15	oscillatory	oscillatory	ADJ
easat-6703	71	16	component	component	NOUN
easat-6703	71	17	,	,	PUNCT
easat-6703	71	18	as	as	SCONJ
easat-6703	71	19	described	describe	VERB
easat-6703	71	20	in	in	ADP
easat-6703	71	21	equations	equation	NOUN
easat-6703	71	22	(	(	PUNCT
easat-6703	71	23	1	1	NUM
easat-6703	71	24	-	-	SYM
easat-6703	71	25	2	2	NUM
easat-6703	71	26	)	)	PUNCT
easat-6703	71	27	.	.	PUNCT
easat-6703	72	1	𝐺𝑎𝑏𝑜𝑟(𝑤	𝐺𝑎𝑏𝑜𝑟(𝑤	PROPN
easat-6703	72	2	,	,	PUNCT
easat-6703	72	3	𝑧	𝑧	NOUN
easat-6703	72	4	)	)	PUNCT
easat-6703	72	5	=	=	SYM
easat-6703	72	6	𝑒2	𝑒2	NOUN
easat-6703	72	7	𝜋𝛾𝜂	𝜋𝛾𝜂	NOUN
easat-6703	72	8	𝑒𝑥𝑝	𝑒𝑥𝑝	INTJ
easat-6703	72	9	(	(	PUNCT
easat-6703	72	10	−	−	ADP
easat-6703	72	11	𝑤′2+𝛾2𝑧′2	𝑤′2+𝛾2𝑧′2	ADJ
easat-6703	72	12	2𝜎2	2𝜎2	NUM
easat-6703	72	13	)	)	PUNCT
easat-6703	72	14	×	×	NOUN
easat-6703	72	15	exp	exp	NOUN
easat-6703	72	16	(	(	PUNCT
easat-6703	72	17	𝑗.	𝑗.	NOUN
easat-6703	72	18	(	(	PUNCT
easat-6703	72	19	2𝜋𝑒𝑤′	2𝜋𝑒𝑤′	NUM
easat-6703	72	20	+	+	CCONJ
easat-6703	72	21	𝜔	𝜔	NOUN
easat-6703	72	22	)	)	PUNCT
easat-6703	72	23	)	)	PUNCT
easat-6703	72	24	(	(	PUNCT
easat-6703	72	25	1	1	X
easat-6703	72	26	)	)	PUNCT
easat-6703	72	27	𝑤′	𝑤′	NOUN
easat-6703	72	28	=	=	PUNCT
easat-6703	72	29	𝑤	𝑤	X
easat-6703	72	30	cos	cos	PROPN
easat-6703	72	31	𝜃	𝜃	PROPN
easat-6703	72	32	+	+	NUM
easat-6703	72	33	𝑧	𝑧	PRON
easat-6703	72	34	sin	sin	NOUN
easat-6703	72	35	𝜃	𝜃	NOUN
easat-6703	72	36	(	(	PUNCT
easat-6703	72	37	2	2	NUM
easat-6703	72	38	)	)	PUNCT
easat-6703	72	39	3.3	3.3	NUM
easat-6703	72	40	.	.	PUNCT
easat-6703	73	1	linear	linear	PROPN
easat-6703	73	2	discriminant	discriminant	ADJ
easat-6703	73	3	analysis	analysis	NOUN
easat-6703	73	4	(	(	PUNCT
easat-6703	73	5	lda	lda	PROPN
easat-6703	73	6	)	)	PUNCT
easat-6703	73	7	for	for	ADP
easat-6703	73	8	feature	feature	NOUN
easat-6703	73	9	extraction	extraction	NOUN
easat-6703	73	10	through	through	ADP
easat-6703	73	11	feature	feature	NOUN
easat-6703	73	12	extraction	extraction	NOUN
easat-6703	73	13	,	,	PUNCT
easat-6703	73	14	new	new	ADJ
easat-6703	73	15	dimensions	dimension	NOUN
easat-6703	73	16	are	be	AUX
easat-6703	73	17	created	create	VERB
easat-6703	73	18	by	by	ADP
easat-6703	73	19	mixing	mix	VERB
easat-6703	73	20	with	with	ADP
easat-6703	73	21	previous	previous	ADJ
easat-6703	73	22	dimensions	dimension	NOUN
easat-6703	73	23	.	.	PUNCT
easat-6703	74	1	the	the	DET
easat-6703	74	2	efficacy	efficacy	NOUN
easat-6703	74	3	is	be	AUX
easat-6703	74	4	assessed	assess	VERB
easat-6703	74	5	using	use	VERB
easat-6703	74	6	the	the	DET
easat-6703	74	7	outcomes	outcome	NOUN
easat-6703	74	8	of	of	ADP
easat-6703	74	9	randomized	randomized	ADJ
easat-6703	74	10	testing	testing	NOUN
easat-6703	74	11	.	.	PUNCT
easat-6703	75	1	one	one	NUM
easat-6703	75	2	method	method	NOUN
easat-6703	75	3	of	of	ADP
easat-6703	75	4	discriminating	discriminate	VERB
easat-6703	75	5	based	base	VERB
easat-6703	75	6	on	on	ADP
easat-6703	75	7	class	class	NOUN
easat-6703	75	8	is	be	AUX
easat-6703	75	9	lda	lda	PROPN
easat-6703	75	10	.	.	PUNCT
easat-6703	76	1	state	state	NOUN
easat-6703	76	2	-	-	PUNCT
easat-6703	76	3	of	of	ADP
easat-6703	76	4	-	-	PUNCT
easat-6703	76	5	the	the	DET
easat-6703	76	6	-	-	PUNCT
easat-6703	76	7	art	art	NOUN
easat-6703	76	8	feature	feature	NOUN
easat-6703	76	9	extraction	extraction	NOUN
easat-6703	76	10	approaches	approach	NOUN
easat-6703	76	11	,	,	PUNCT
easat-6703	76	12	such	such	ADJ
easat-6703	76	13	as	as	ADP
easat-6703	76	14	lda	lda	PROPN
easat-6703	76	15	,	,	PUNCT
easat-6703	76	16	were	be	AUX
easat-6703	76	17	combined	combine	VERB
easat-6703	76	18	to	to	PART
easat-6703	76	19	improve	improve	VERB
easat-6703	76	20	the	the	DET
easat-6703	76	21	accuracy	accuracy	NOUN
easat-6703	76	22	of	of	ADP
easat-6703	76	23	anxiety	anxiety	NOUN
easat-6703	76	24	detection	detection	NOUN
easat-6703	76	25	in	in	ADP
easat-6703	76	26	pet	pet	ADJ
easat-6703	76	27	dogs	dog	NOUN
easat-6703	76	28	with	with	ADP
easat-6703	76	29	stackedcnn	stackedcnn	PROPN
easat-6703	76	30	algorithms	algorithm	NOUN
easat-6703	76	31	to	to	PART
easat-6703	76	32	provide	provide	VERB
easat-6703	76	33	an	an	DET
easat-6703	76	34	intelligent	intelligent	ADJ
easat-6703	76	35	,	,	PUNCT
easat-6703	76	36	non	non	ADJ
easat-6703	76	37	-	-	ADJ
easat-6703	76	38	invasive	invasive	ADJ
easat-6703	76	39	method	method	NOUN
easat-6703	76	40	to	to	PART
easat-6703	76	41	measure	measure	VERB
easat-6703	76	42	and	and	CCONJ
easat-6703	76	43	control	control	VERB
easat-6703	76	44	anxiety	anxiety	NOUN
easat-6703	76	45	levels	level	NOUN
easat-6703	76	46	in	in	ADP
easat-6703	76	47	real	real	ADJ
easat-6703	76	48	-	-	PUNCT
easat-6703	76	49	time	time	NOUN
easat-6703	76	50	.	.	PUNCT
easat-6703	77	1	this	this	DET
easat-6703	77	2	technique	technique	NOUN
easat-6703	77	3	aids	aid	NOUN
easat-6703	77	4	in	in	ADP
easat-6703	77	5	the	the	DET
easat-6703	77	6	discovery	discovery	NOUN
easat-6703	77	7	of	of	ADP
easat-6703	77	8	a	a	DET
easat-6703	77	9	set	set	NOUN
easat-6703	77	10	of	of	ADP
easat-6703	77	11	basis	basis	NOUN
easat-6703	77	12	vectors	vector	NOUN
easat-6703	77	13	using	use	VERB
easat-6703	77	14	supervised	supervised	ADJ
easat-6703	77	15	learning	learning	NOUN
easat-6703	77	16	.	.	PUNCT
easat-6703	78	1	these	these	DET
easat-6703	78	2	basic	basic	ADJ
easat-6703	78	3	vectors	vector	NOUN
easat-6703	78	4	are	be	AUX
easat-6703	78	5	represented	represent	VERB
easat-6703	78	6	by	by	ADP
easat-6703	78	7	the	the	DET
easat-6703	78	8	letter	letter	NOUN
easat-6703	78	9	𝑤𝑘.	𝑤𝑘.	NOUN
easat-6703	78	10	the	the	DET
easat-6703	78	11	𝑤𝑘vectors	𝑤𝑘vector	NOUN
easat-6703	78	12	are	be	AUX
easat-6703	78	13	the	the	DET
easat-6703	78	14	maximum	maximum	ADJ
easat-6703	78	15	percentage	percentage	NOUN
easat-6703	78	16	of	of	ADP
easat-6703	78	17	the	the	DET
easat-6703	78	18	original	original	ADJ
easat-6703	78	19	instance	instance	NOUN
easat-6703	78	20	sets	set	VERB
easat-6703	78	21	inside	inside	ADV
easat-6703	78	22	and	and	CCONJ
easat-6703	78	23	betweenclass	betweenclass	NOUN
easat-6703	78	24	dispersals	dispersal	NOUN
easat-6703	78	25	.	.	PUNCT
easat-6703	79	1	the	the	DET
easat-6703	79	2	generalized	generalize	VERB
easat-6703	79	3	eigenvalue	eigenvalue	PROPN
easat-6703	79	4	problem	problem	NOUN
easat-6703	79	5	for	for	ADP
easat-6703	79	6	finding	find	VERB
easat-6703	79	7	𝑤𝑘	𝑤𝑘	ADP
easat-6703	79	8	basis	basis	NOUN
easat-6703	79	9	vectors	vector	NOUN
easat-6703	79	10	is	be	AUX
easat-6703	79	11	solved	solve	VERB
easat-6703	79	12	.	.	PUNCT
easat-6703	80	1	𝑋𝑜𝑝𝑡	𝑋𝑜𝑝𝑡	PROPN
easat-6703	80	2	=	=	SYM
easat-6703	80	3	𝑎𝑟𝑔𝑚𝑎𝑥	𝑎𝑟𝑔𝑚𝑎𝑥	VERB
easat-6703	80	4	𝜔	𝜔	NOUN
easat-6703	80	5	|𝑋𝑆𝑇𝐷	|𝑋𝑆𝑇𝐷	NUM
easat-6703	80	6	𝑋|	𝑋|	PRON
easat-6703	80	7	|𝑋𝑆𝑇𝜐	|𝑋𝑆𝑇𝜐	VERB
easat-6703	80	8	𝑋|	𝑋|	NOUN
easat-6703	80	9	=	=	PUNCT
easat-6703	81	1	[	[	X
easat-6703	81	2	𝜔1	𝜔1	ADJ
easat-6703	81	3	,	,	PUNCT
easat-6703	81	4	𝜔2	𝜔2	PROPN
easat-6703	81	5	,	,	PUNCT
easat-6703	81	6	.	.	PUNCT
easat-6703	81	7	.	.	PUNCT
easat-6703	82	1	,	,	PUNCT
easat-6703	82	2	𝜔𝐾	𝜔𝐾	PROPN
easat-6703	82	3	]	]	X
easat-6703	82	4	(	(	PUNCT
easat-6703	82	5	3	3	NUM
easat-6703	82	6	)	)	PUNCT
easat-6703	82	7	where	where	SCONJ
easat-6703	82	8	,	,	PUNCT
easat-6703	82	9	𝐾	𝐾	PROPN
easat-6703	82	10	=	=	SYM
easat-6703	82	11	𝑑𝑢𝑏𝑠𝑝𝑎𝑐𝑒′𝑠𝑑𝑖𝑚𝑒𝑛𝑠𝑖𝑜𝑛	𝑑𝑢𝑏𝑠𝑝𝑎𝑐𝑒′𝑠𝑑𝑖𝑚𝑒𝑛𝑠𝑖𝑜𝑛	PROPN
easat-6703	82	12	,	,	PUNCT
easat-6703	82	13	𝑇𝐷	𝑇𝐷	PROPN
easat-6703	82	14	=	=	SYM
easat-6703	82	15	𝑏𝑒𝑡𝑤𝑒𝑒𝑛	𝑏𝑒𝑡𝑤𝑒𝑒𝑛	NOUN
easat-6703	82	16	𝑎𝑛𝑑	𝑎𝑛𝑑	ADJ
easat-6703	82	17	𝑇𝜐	𝑇𝜐	PROPN
easat-6703	82	18	=	=	SYM
easat-6703	82	19	𝑤𝑖𝑡ℎ𝑖𝑛𝑐𝑙𝑎𝑠𝑠𝑒𝑠.	𝑤𝑖𝑡ℎ𝑖𝑛𝑐𝑙𝑎𝑠𝑠𝑒𝑠.	NOUN
easat-6703	82	20	𝑇𝐷	𝑇𝐷	NOUN
easat-6703	83	1	=	=	PUNCT
easat-6703	83	2	∑	∑	PUNCT
easat-6703	83	3	𝑁𝑙	𝑁𝑙	PROPN
easat-6703	83	4	𝑏	𝑏	PROPN
easat-6703	83	5	𝑙=1	𝑙=1	PUNCT
easat-6703	83	6	(	(	PUNCT
easat-6703	83	7	𝜇𝑙	𝜇𝑙	PROPN
easat-6703	83	8	−	−	PROPN
easat-6703	83	9	𝜇)(𝜇𝑙	𝜇)(𝜇𝑙	NOUN
easat-6703	83	10	−	−	X
easat-6703	83	11	𝜇)𝑆	𝜇)𝑆	ADJ
easat-6703	83	12	(	(	PUNCT
easat-6703	83	13	4	4	NUM
easat-6703	83	14	)	)	PUNCT
easat-6703	83	15	𝑇𝑈	𝑇𝑈	NOUN
easat-6703	83	16	=	=	SYM
easat-6703	83	17	∑	∑	PROPN
easat-6703	83	18	∑	∑	INTJ
easat-6703	83	19	(	(	PUNCT
easat-6703	83	20	𝑤𝑣𝑤𝑣∈𝑊𝑙	𝑤𝑣𝑤𝑣∈𝑊𝑙	ADV
easat-6703	83	21	𝑏	𝑏	NOUN
easat-6703	83	22	𝑙=1	𝑙=1	PUNCT
easat-6703	83	23	−	−	PROPN
easat-6703	83	24	𝜇𝑙)(𝑤𝑣	𝜇𝑙)(𝑤𝑣	PROPN
easat-6703	84	1	−	−	X
easat-6703	84	2	𝜇𝑙)𝑆	𝜇𝑙)𝑆	NOUN
easat-6703	84	3	(	(	PUNCT
easat-6703	84	4	5	5	NUM
easat-6703	84	5	)	)	PUNCT
easat-6703	84	6	where,𝑏	where,𝑏	X
easat-6703	84	7	=	=	SYM
easat-6703	84	8	𝑛𝑜.	𝑛𝑜.	NOUN
easat-6703	84	9	𝑜𝑓	𝑜𝑓	X
easat-6703	84	10	𝑐𝑙𝑎𝑠𝑠	𝑐𝑙𝑎𝑠𝑠	NOUN
easat-6703	84	11	,	,	PUNCT
easat-6703	84	12	𝑊	𝑊	PROPN
easat-6703	84	13	∈	∈	NOUN
easat-6703	84	14	𝑄𝑀	𝑄𝑀	NOUN
easat-6703	84	15	=	=	SYM
easat-6703	84	16	𝑠𝑎𝑚𝑝𝑙𝑒	𝑠𝑎𝑚𝑝𝑙𝑒	NOUN
easat-6703	84	17	,	,	PUNCT
easat-6703	84	18	𝑊𝑙	𝑊𝑙	PROPN
easat-6703	84	19	=	=	PUNCT
easat-6703	84	20	𝑠𝑎𝑚𝑝𝑙𝑒	𝑠𝑎𝑚𝑝𝑙𝑒	NOUN
easat-6703	84	21	,	,	PUNCT
easat-6703	84	22	𝑁𝑙	𝑁𝑙	PROPN
easat-6703	84	23	=	=	SYM
easat-6703	84	24	𝑛𝑜.	𝑛𝑜.	NOUN
easat-6703	84	25	𝑜𝑓	𝑜𝑓	INTJ
easat-6703	84	26	𝑐𝑙𝑎𝑠𝑠𝑖𝑛𝑘	𝑐𝑙𝑎𝑠𝑠𝑖𝑛𝑘	NOUN
easat-6703	84	27	,	,	PUNCT
easat-6703	84	28	and𝜇	and𝜇	NOUN
easat-6703	84	29	=	=	PUNCT
easat-6703	84	30	𝑚𝑒𝑎𝑛.	𝑚𝑒𝑎𝑛.	NOUN
easat-6703	84	31	the	the	DET
easat-6703	84	32	base	base	NOUN
easat-6703	84	33	vectors	vector	NOUN
easat-6703	84	34	𝑤𝑘	𝑤𝑘	ADP
easat-6703	84	35	that	that	PRON
easat-6703	84	36	are	be	AUX
easat-6703	84	37	needed	need	VERB
easat-6703	84	38	in	in	ADP
easat-6703	84	39	equations	equation	NOUN
easat-6703	84	40	(	(	PUNCT
easat-6703	84	41	2	2	NUM
easat-6703	84	42	)	)	PUNCT
easat-6703	84	43	,	,	PUNCT
easat-6703	84	44	(	(	PUNCT
easat-6703	84	45	3	3	NUM
easat-6703	84	46	)	)	PUNCT
easat-6703	84	47	,	,	PUNCT
easat-6703	84	48	and	and	CCONJ
easat-6703	84	49	(	(	PUNCT
easat-6703	84	50	4	4	X
easat-6703	84	51	)	)	PUNCT
easat-6703	84	52	are	be	AUX
easat-6703	84	53	the	the	DET
easat-6703	84	54	first	first	ADJ
easat-6703	84	55	𝐿	𝐿	PROPN
easat-6703	84	56	largest	large	ADJ
easat-6703	84	57	eigenvalues{ψ𝑙	eigenvalues{ψ𝑙	ADJ
easat-6703	84	58	|	|	NOUN
easat-6703	84	59	1	1	NUM
easat-6703	84	60	≤	≤	NOUN
easat-6703	84	61	𝑙	𝑙	PRON
easat-6703	84	62	≤	≤	NUM
easat-6703	84	63	𝐾	𝐾	PROPN
easat-6703	84	64	}	}	PUNCT
easat-6703	84	65	,	,	PUNCT
easat-6703	84	66	provided	provide	VERB
easat-6703	84	67	that	that	SCONJ
easat-6703	84	68	𝑆𝑉	𝑆𝑉	PROPN
easat-6703	84	69	is	be	AUX
easat-6703	84	70	not	not	PART
easat-6703	84	71	singular	singular	ADJ
easat-6703	84	72	.	.	PUNCT
easat-6703	85	1	since	since	SCONJ
easat-6703	85	2	the	the	DET
easat-6703	85	3	initial	initial	ADJ
easat-6703	85	4	vectors	vector	NOUN
easat-6703	85	5	of	of	ADP
easat-6703	85	6	lda	lda	PROPN
easat-6703	85	7	were	be	AUX
easat-6703	85	8	perpendicular	perpendicular	ADJ
easat-6703	85	9	to	to	ADP
easat-6703	85	10	their	their	PRON
easat-6703	85	11	neighbors	neighbor	NOUN
easat-6703	85	12	,	,	PUNCT
easat-6703	85	13	it	it	PRON
easat-6703	85	14	is	be	AUX
easat-6703	85	15	estimated	estimate	VERB
easat-6703	85	16	into	into	ADP
easat-6703	85	17	the	the	DET
easat-6703	85	18	lda	lda	PROPN
easat-6703	85	19	subspace	subspace	NOUN
easat-6703	85	20	to	to	PART
easat-6703	85	21	obtain	obtain	VERB
easat-6703	85	22	its	its	PRON
easat-6703	85	23	representations	representation	NOUN
easat-6703	85	24	by	by	ADP
easat-6703	85	25	applying	apply	VERB
easat-6703	85	26	a	a	DET
easat-6703	85	27	simple	simple	ADJ
easat-6703	85	28	linear	linear	NOUN
easat-6703	86	1	technique𝑊𝑇𝑥.	technique𝑊𝑇𝑥.	NOUN
easat-6703	86	2	the	the	DET
easat-6703	86	3	anxiety	anxiety	NOUN
easat-6703	86	4	detection	detection	NOUN
easat-6703	86	5	system	system	NOUN
easat-6703	86	6	with	with	ADP
easat-6703	86	7	feature	feature	NOUN
easat-6703	86	8	extraction	extraction	NOUN
easat-6703	86	9	and	and	CCONJ
easat-6703	86	10	lda	lda	PROPN
easat-6703	86	11	was	be	AUX
easat-6703	86	12	improved	improve	VERB
easat-6703	86	13	to	to	PART
easat-6703	86	14	obtain	obtain	VERB
easat-6703	86	15	better	well	ADV
easat-6703	86	16	-	-	PUNCT
easat-6703	86	17	performing	perform	VERB
easat-6703	86	18	models	model	NOUN
easat-6703	86	19	in	in	ADP
easat-6703	86	20	the	the	DET
easat-6703	86	21	setting	setting	NOUN
easat-6703	86	22	of	of	ADP
easat-6703	86	23	wearable	wearable	ADJ
easat-6703	86	24	sensors	sensor	NOUN
easat-6703	86	25	.	.	PUNCT
easat-6703	87	1	3.4	3.4	NUM
easat-6703	87	2	.	.	PUNCT
easat-6703	87	3	detection	detection	NOUN
easat-6703	87	4	using	use	VERB
easat-6703	87	5	tangent	tangent	NOUN
easat-6703	87	6	search	search	NOUN
easat-6703	87	7	-	-	PUNCT
easat-6703	87	8	driven	drive	VERB
easat-6703	87	9	stacked	stack	VERB
easat-6703	87	10	convolutional	convolutional	ADJ
easat-6703	87	11	neural	neural	ADJ
easat-6703	87	12	network	network	NOUN
easat-6703	87	13	(	(	PUNCT
easat-6703	87	14	ts	ts	NOUN
easat-6703	87	15	-	-	PUNCT
easat-6703	87	16	stackedcnn	stackedcnn	NOUN
easat-6703	87	17	)	)	PUNCT
easat-6703	87	18	a	a	DET
easat-6703	87	19	ts	ts	NOUN
easat-6703	87	20	-	-	PUNCT
easat-6703	87	21	stackedcnn	stackedcnn	PROPN
easat-6703	87	22	is	be	AUX
easat-6703	87	23	designed	design	VERB
easat-6703	87	24	to	to	PART
easat-6703	87	25	carry	carry	VERB
easat-6703	87	26	out	out	ADP
easat-6703	87	27	deep	deep	ADJ
easat-6703	87	28	feature	feature	NOUN
easat-6703	87	29	learning	learn	VERB
easat-6703	87	30	while	while	SCONJ
easat-6703	87	31	benefiting	benefit	VERB
easat-6703	87	32	from	from	ADP
easat-6703	87	33	metaheuristic	metaheuristic	ADJ
easat-6703	87	34	optimization	optimization	NOUN
easat-6703	87	35	.	.	PUNCT
easat-6703	88	1	through	through	ADP
easat-6703	88	2	the	the	DET
easat-6703	88	3	use	use	NOUN
easat-6703	88	4	of	of	ADP
easat-6703	88	5	the	the	DET
easat-6703	88	6	tsa	tsa	NOUN
easat-6703	88	7	to	to	ADP
easat-6703	88	8	fine	fine	ADJ
easat-6703	88	9	tune	tune	NOUN
easat-6703	88	10	hyperparameters	hyperparameter	NOUN
easat-6703	88	11	and	and	CCONJ
easat-6703	88	12	stackedcnn	stackedcnn	VERB
easat-6703	88	13	to	to	ADP
easat-6703	88	14	layer	layer	NOUN
easat-6703	88	15	features	feature	VERB
easat-6703	88	16	hierarchically	hierarchically	ADV
easat-6703	88	17	,	,	PUNCT
easat-6703	88	18	the	the	DET
easat-6703	88	19	hybrid	hybrid	NOUN
easat-6703	88	20	method	method	NOUN
easat-6703	88	21	is	be	AUX
easat-6703	88	22	capable	capable	ADJ
easat-6703	88	23	of	of	ADP
easat-6703	88	24	detecting	detect	VERB
easat-6703	88	25	canine	canine	NOUN
easat-6703	88	26	anxiety	anxiety	NOUN
easat-6703	88	27	accurately	accurately	ADV
easat-6703	88	28	and	and	CCONJ
easat-6703	88	29	reliably	reliably	ADV
easat-6703	88	30	based	base	VERB
easat-6703	88	31	on	on	ADP
easat-6703	88	32	physiological	physiological	ADJ
easat-6703	88	33	signal	signal	NOUN
easat-6703	88	34	patterns	pattern	NOUN
easat-6703	88	35	identified	identify	VERB
easat-6703	88	36	from	from	ADP
easat-6703	88	37	wearable	wearable	ADJ
easat-6703	88	38	sensors	sensor	NOUN
easat-6703	88	39	.	.	PUNCT
easat-6703	89	1	2980	2980	NUM
easat-6703	89	2	edelweiss	edelweiss	PROPN
easat-6703	89	3	applied	apply	VERB
easat-6703	89	4	science	science	NOUN
easat-6703	89	5	and	and	CCONJ
easat-6703	89	6	technology	technology	NOUN
easat-6703	89	7	issn	issn	PROPN
easat-6703	89	8	:	:	PUNCT
easat-6703	89	9	2576	2576	NUM
easat-6703	89	10	-	-	SYM
easat-6703	89	11	8484	8484	NUM
easat-6703	89	12	vol	vol	NOUN
easat-6703	89	13	.	.	PROPN
easat-6703	90	1	9	9	NUM
easat-6703	90	2	,	,	PUNCT
easat-6703	90	3	no	no	INTJ
easat-6703	90	4	.	.	NOUN
easat-6703	90	5	4	4	NUM
easat-6703	90	6	:	:	SYM
easat-6703	90	7	2976	2976	NUM
easat-6703	90	8	-	-	SYM
easat-6703	90	9	2989	2989	NUM
easat-6703	90	10	,	,	PUNCT
easat-6703	90	11	2025	2025	NUM
easat-6703	90	12	doi	doi	NOUN
easat-6703	90	13	:	:	PUNCT
easat-6703	90	14	10.55214/25768484.v9i4.6703	10.55214/25768484.v9i4.6703	NUM
easat-6703	90	15	©	©	PROPN
easat-6703	90	16	2025	2025	NUM
easat-6703	90	17	by	by	ADP
easat-6703	90	18	the	the	DET
easat-6703	90	19	authors	author	NOUN
easat-6703	90	20	;	;	PUNCT
easat-6703	90	21	licensee	licensee	PROPN
easat-6703	90	22	learning	learning	NOUN
easat-6703	90	23	gate	gate	PROPN
easat-6703	90	24	3.4.1	3.4.1	PROPN
easat-6703	90	25	.	.	PUNCT
easat-6703	91	1	stacked	stack	VERB
easat-6703	91	2	convolutional	convolutional	ADJ
easat-6703	91	3	neural	neural	ADJ
easat-6703	91	4	network	network	NOUN
easat-6703	91	5	(	(	PUNCT
easat-6703	91	6	stackedcnn	stackedcnn	PROPN
easat-6703	91	7	)	)	PUNCT
easat-6703	92	1	the	the	DET
easat-6703	92	2	suggested	suggest	VERB
easat-6703	92	3	stackedcnn	stackedcnn	PROPN
easat-6703	92	4	model	model	PROPN
easat-6703	92	5	's	's	PART
easat-6703	92	6	structure	structure	NOUN
easat-6703	92	7	,	,	PUNCT
easat-6703	92	8	which	which	PRON
easat-6703	92	9	is	be	AUX
easat-6703	92	10	displayed	display	VERB
easat-6703	92	11	in	in	ADP
easat-6703	92	12	figure	figure	NOUN
easat-6703	92	13	2	2	NUM
easat-6703	92	14	,	,	PUNCT
easat-6703	92	15	has	have	AUX
easat-6703	92	16	been	be	AUX
easat-6703	92	17	constructed	construct	VERB
easat-6703	92	18	to	to	PART
easat-6703	92	19	accommodate	accommodate	VERB
easat-6703	92	20	real	real	ADJ
easat-6703	92	21	-	-	PUNCT
easat-6703	92	22	time	time	NOUN
easat-6703	92	23	dog	dog	NOUN
easat-6703	92	24	behavior	behavior	NOUN
easat-6703	92	25	-	-	PUNCT
easat-6703	92	26	conducive	conducive	ADJ
easat-6703	92	27	processing	processing	NOUN
easat-6703	92	28	of	of	ADP
easat-6703	92	29	physiological	physiological	ADJ
easat-6703	92	30	signals	signal	NOUN
easat-6703	92	31	for	for	ADP
easat-6703	92	32	identifying	identify	VERB
easat-6703	92	33	the	the	DET
easat-6703	92	34	minutiae	minutia	NOUN
easat-6703	92	35	of	of	ADP
easat-6703	92	36	anxiety	anxiety	NOUN
easat-6703	92	37	.	.	PUNCT
easat-6703	93	1	the	the	DET
easat-6703	93	2	model	model	NOUN
easat-6703	93	3	was	be	AUX
easat-6703	93	4	trained	train	VERB
easat-6703	93	5	with	with	ADP
easat-6703	93	6	a	a	DET
easat-6703	93	7	focus	focus	NOUN
easat-6703	93	8	on	on	ADP
easat-6703	93	9	progressive	progressive	ADJ
easat-6703	93	10	feature	feature	NOUN
easat-6703	93	11	extraction	extraction	NOUN
easat-6703	93	12	,	,	PUNCT
easat-6703	93	13	which	which	PRON
easat-6703	93	14	was	be	AUX
easat-6703	93	15	integral	integral	ADJ
easat-6703	93	16	to	to	ADP
easat-6703	93	17	the	the	DET
easat-6703	93	18	interpretation	interpretation	NOUN
easat-6703	93	19	of	of	ADP
easat-6703	93	20	sensor	sensor	NOUN
easat-6703	93	21	-	-	PUNCT
easat-6703	93	22	derived	derive	VERB
easat-6703	93	23	dog	dog	NOUN
easat-6703	93	24	behavior	behavior	NOUN
easat-6703	93	25	with	with	ADP
easat-6703	93	26	real	real	ADJ
easat-6703	93	27	-	-	PUNCT
easat-6703	93	28	time	time	NOUN
easat-6703	93	29	changes	change	NOUN
easat-6703	93	30	detailed	detail	VERB
easat-6703	93	31	in	in	ADP
easat-6703	93	32	muscle	muscle	NOUN
easat-6703	93	33	tension	tension	NOUN
easat-6703	93	34	or	or	CCONJ
easat-6703	93	35	posture	posture	NOUN
easat-6703	93	36	.	.	PUNCT
easat-6703	94	1	the	the	DET
easat-6703	94	2	cnn	cnn	PROPN
easat-6703	94	3	is	be	AUX
easat-6703	94	4	well	well	ADV
easat-6703	94	5	suited	suited	ADJ
easat-6703	94	6	to	to	PART
easat-6703	94	7	handle	handle	VERB
easat-6703	94	8	the	the	DET
easat-6703	94	9	type	type	NOUN
easat-6703	94	10	of	of	ADP
easat-6703	94	11	dog	dog	NOUN
easat-6703	94	12	behavior	behavior	NOUN
easat-6703	94	13	since	since	SCONJ
easat-6703	94	14	filters	filter	NOUN
easat-6703	94	15	can	can	AUX
easat-6703	94	16	detect	detect	VERB
easat-6703	94	17	local	local	ADJ
easat-6703	94	18	and	and	CCONJ
easat-6703	94	19	abstracted	abstract	VERB
easat-6703	94	20	forms	form	NOUN
easat-6703	94	21	of	of	ADP
easat-6703	94	22	stress	stress	NOUN
easat-6703	94	23	detections	detection	NOUN
easat-6703	94	24	and	and	CCONJ
easat-6703	94	25	behaviors	behavior	NOUN
easat-6703	94	26	that	that	PRON
easat-6703	94	27	are	be	AUX
easat-6703	94	28	atypical	atypical	ADJ
easat-6703	94	29	.	.	PUNCT
easat-6703	95	1	figure	figure	NOUN
easat-6703	95	2	2	2	NUM
easat-6703	95	3	.	.	PUNCT
easat-6703	95	4	architecture	architecture	NOUN
easat-6703	95	5	of	of	ADP
easat-6703	95	6	stackedcnn	stackedcnn	PROPN
easat-6703	95	7	.	.	PUNCT
easat-6703	96	1	the	the	DET
easat-6703	96	2	model	model	NOUN
easat-6703	96	3	consisted	consist	VERB
easat-6703	96	4	of	of	ADP
easat-6703	96	5	four	four	NUM
easat-6703	96	6	conv2d	conv2d	ADJ
easat-6703	96	7	layers	layer	NOUN
easat-6703	96	8	with	with	ADP
easat-6703	96	9	32	32	NUM
easat-6703	96	10	,	,	PUNCT
easat-6703	96	11	64	64	NUM
easat-6703	96	12	,	,	PUNCT
easat-6703	96	13	128	128	NUM
easat-6703	96	14	,	,	PUNCT
easat-6703	96	15	and	and	CCONJ
easat-6703	96	16	256	256	NUM
easat-6703	96	17	corresponding	corresponding	ADJ
easat-6703	96	18	filters	filter	NOUN
easat-6703	96	19	,	,	PUNCT
easat-6703	96	20	respectively	respectively	ADV
easat-6703	96	21	,	,	PUNCT
easat-6703	96	22	and	and	CCONJ
easat-6703	96	23	each	each	DET
easat-6703	96	24	layer	layer	NOUN
easat-6703	96	25	was	be	AUX
easat-6703	96	26	followed	follow	VERB
easat-6703	96	27	by	by	ADP
easat-6703	96	28	max	max	PROPN
easat-6703	96	29	pooling	pooling	NOUN
easat-6703	96	30	to	to	PART
easat-6703	96	31	purposefully	purposefully	ADV
easat-6703	96	32	reduce	reduce	VERB
easat-6703	96	33	dimensions	dimension	NOUN
easat-6703	96	34	while	while	SCONJ
easat-6703	96	35	minimizing	minimize	VERB
easat-6703	96	36	overfitting	overfitting	NOUN
easat-6703	96	37	,	,	PUNCT
easat-6703	96	38	yet	yet	CCONJ
easat-6703	96	39	allowing	allow	VERB
easat-6703	96	40	the	the	DET
easat-6703	96	41	retention	retention	NOUN
easat-6703	96	42	of	of	ADP
easat-6703	96	43	spatial	spatial	ADJ
easat-6703	96	44	hierarchies	hierarchy	NOUN
easat-6703	96	45	for	for	ADP
easat-6703	96	46	representing	represent	VERB
easat-6703	96	47	sensor	sensor	NOUN
easat-6703	96	48	signals	signal	NOUN
easat-6703	96	49	.	.	PUNCT
easat-6703	97	1	the	the	DET
easat-6703	97	2	final	final	ADJ
easat-6703	97	3	feature	feature	NOUN
easat-6703	97	4	maps	map	NOUN
easat-6703	97	5	were	be	AUX
easat-6703	97	6	then	then	ADV
easat-6703	97	7	flattened	flatten	VERB
easat-6703	97	8	into	into	ADP
easat-6703	97	9	a	a	DET
easat-6703	97	10	single	single	ADJ
easat-6703	97	11	row	row	NOUN
easat-6703	97	12	and	and	CCONJ
easat-6703	97	13	passed	pass	VERB
easat-6703	97	14	to	to	ADP
easat-6703	97	15	a	a	DET
easat-6703	97	16	dense	dense	ADJ
easat-6703	97	17	layer	layer	NOUN
easat-6703	97	18	containing	contain	VERB
easat-6703	97	19	100	100	NUM
easat-6703	97	20	neurons	neuron	NOUN
easat-6703	97	21	using	use	VERB
easat-6703	97	22	a	a	DET
easat-6703	97	23	sigmoid	sigmoid	NOUN
easat-6703	97	24	activation	activation	NOUN
easat-6703	97	25	function	function	NOUN
easat-6703	97	26	to	to	PART
easat-6703	97	27	develop	develop	VERB
easat-6703	97	28	complex	complex	ADJ
easat-6703	97	29	non	non	NOUN
easat-6703	97	30	-	-	NOUN
easat-6703	97	31	linearities	linearity	NOUN
easat-6703	97	32	for	for	ADP
easat-6703	97	33	either	either	CCONJ
easat-6703	97	34	binary	binary	ADJ
easat-6703	97	35	or	or	CCONJ
easat-6703	97	36	multi	multi	ADJ
easat-6703	97	37	-	-	ADJ
easat-6703	97	38	class	class	ADJ
easat-6703	97	39	pet	pet	ADJ
easat-6703	97	40	dog	dog	NOUN
easat-6703	97	41	anxiety	anxiety	NOUN
easat-6703	97	42	classifications	classification	NOUN
easat-6703	97	43	.	.	PUNCT
easat-6703	98	1	all	all	DET
easat-6703	98	2	training	training	NOUN
easat-6703	98	3	used	use	VERB
easat-6703	98	4	a	a	DET
easat-6703	98	5	90:10	90:10	NUM
easat-6703	98	6	data	datum	NOUN
easat-6703	98	7	split	split	NOUN
easat-6703	98	8	,	,	PUNCT
easat-6703	98	9	implementing	implement	VERB
easat-6703	98	10	ts	ts	ADP
easat-6703	98	11	optimization	optimization	NOUN
easat-6703	98	12	to	to	PART
easat-6703	98	13	provide	provide	VERB
easat-6703	98	14	a	a	DET
easat-6703	98	15	heightened	heighten	VERB
easat-6703	98	16	convolutional	convolutional	ADJ
easat-6703	98	17	weight	weight	NOUN
easat-6703	98	18	and	and	CCONJ
easat-6703	98	19	parameter	parameter	NOUN
easat-6703	98	20	adjustment	adjustment	NOUN
easat-6703	98	21	strategy	strategy	NOUN
easat-6703	98	22	,	,	PUNCT
easat-6703	98	23	which	which	PRON
easat-6703	98	24	avoided	avoid	VERB
easat-6703	98	25	local	local	ADJ
easat-6703	98	26	minima	minima	NOUN
easat-6703	98	27	,	,	PUNCT
easat-6703	98	28	shifting	shift	VERB
easat-6703	98	29	system	system	NOUN
easat-6703	98	30	outputs	output	NOUN
easat-6703	98	31	towards	towards	ADP
easat-6703	98	32	increased	increase	VERB
easat-6703	98	33	predictive	predictive	ADJ
easat-6703	98	34	reliability	reliability	NOUN
easat-6703	98	35	.	.	PUNCT
easat-6703	99	1	in	in	ADP
easat-6703	99	2	stackedcnn	stackedcnn	PROPN
easat-6703	99	3	,	,	PUNCT
easat-6703	99	4	parametric	parametric	ADJ
easat-6703	99	5	relu	relu	NOUN
easat-6703	99	6	(	(	PUNCT
easat-6703	99	7	prelu	prelu	NOUN
easat-6703	99	8	)	)	PUNCT
easat-6703	99	9	was	be	AUX
easat-6703	99	10	used	use	VERB
easat-6703	99	11	instead	instead	ADV
easat-6703	99	12	of	of	ADP
easat-6703	99	13	relu	relu	NOUN
easat-6703	99	14	.	.	PUNCT
easat-6703	100	1	prelu	prelu	NOUN
easat-6703	100	2	when	when	SCONJ
easat-6703	100	3	deciding	decide	VERB
easat-6703	100	4	the	the	DET
easat-6703	100	5	activation	activation	NOUN
easat-6703	100	6	function	function	NOUN
easat-6703	100	7	for	for	ADP
easat-6703	100	8	the	the	DET
easat-6703	100	9	hidden	hidden	ADJ
easat-6703	100	10	layers	layer	NOUN
easat-6703	100	11	,	,	PUNCT
easat-6703	100	12	consider	consider	VERB
easat-6703	100	13	the	the	DET
easat-6703	100	14	prelu	prelu	NOUN
easat-6703	100	15	as	as	SCONJ
easat-6703	100	16	the	the	DET
easat-6703	100	17	activation	activation	NOUN
easat-6703	100	18	function	function	VERB
easat-6703	100	19	rather	rather	ADV
easat-6703	100	20	than	than	ADP
easat-6703	100	21	the	the	DET
easat-6703	100	22	standard	standard	ADJ
easat-6703	100	23	relu	relu	NOUN
easat-6703	100	24	.	.	PUNCT
easat-6703	101	1	prelu	prelu	PROPN
easat-6703	101	2	takes	take	VERB
easat-6703	101	3	care	care	NOUN
easat-6703	101	4	of	of	ADP
easat-6703	101	5	dead	dead	ADJ
easat-6703	101	6	neurons	neuron	NOUN
easat-6703	101	7	(	(	PUNCT
easat-6703	101	8	neurons	neuron	NOUN
easat-6703	101	9	that	that	PRON
easat-6703	101	10	never	never	ADV
easat-6703	101	11	activate	activate	VERB
easat-6703	101	12	during	during	ADP
easat-6703	101	13	training	training	NOUN
easat-6703	101	14	)	)	PUNCT
easat-6703	101	15	and	and	CCONJ
easat-6703	101	16	can	can	AUX
easat-6703	101	17	improve	improve	VERB
easat-6703	101	18	training	training	NOUN
easat-6703	101	19	dynamics	dynamic	NOUN
easat-6703	101	20	to	to	PART
easat-6703	101	21	obtain	obtain	VERB
easat-6703	101	22	better	well	ADJ
easat-6703	101	23	model	model	NOUN
easat-6703	101	24	performance	performance	NOUN
easat-6703	101	25	.	.	PUNCT
easat-6703	102	1	3.4.2	3.4.2	X
easat-6703	102	2	.	.	PUNCT
easat-6703	102	3	tangent	tangent	NOUN
easat-6703	102	4	search	search	NOUN
easat-6703	102	5	(	(	PUNCT
easat-6703	102	6	ts	ts	NOUN
easat-6703	102	7	)	)	PUNCT
easat-6703	102	8	algorithm	algorithm	NOUN
easat-6703	102	9	the	the	DET
easat-6703	102	10	ts	ts	PROPN
easat-6703	102	11	is	be	AUX
easat-6703	102	12	an	an	DET
easat-6703	102	13	optimization	optimization	NOUN
easat-6703	102	14	algorithm	algorithm	NOUN
easat-6703	102	15	that	that	PRON
easat-6703	102	16	balances	balance	VERB
easat-6703	102	17	increase	increase	VERB
easat-6703	102	18	and	and	CCONJ
easat-6703	102	19	exploration	exploration	NOUN
easat-6703	102	20	to	to	PART
easat-6703	102	21	avoid	avoid	VERB
easat-6703	102	22	convergent	convergent	NOUN
easat-6703	102	23	and	and	CCONJ
easat-6703	102	24	divergent	divergent	ADJ
easat-6703	102	25	solutions	solution	NOUN
easat-6703	102	26	.	.	PUNCT
easat-6703	103	1	the	the	DET
easat-6703	103	2	ts	ts	NOUN
easat-6703	103	3	is	be	AUX
easat-6703	103	4	used	use	VERB
easat-6703	103	5	to	to	PART
easat-6703	103	6	refine	refine	VERB
easat-6703	103	7	the	the	DET
easat-6703	103	8	parameters	parameter	NOUN
easat-6703	103	9	of	of	ADP
easat-6703	103	10	the	the	DET
easat-6703	103	11	underlying	underlying	ADJ
easat-6703	103	12	stackedcnn	stackedcnn	NOUN
easat-6703	103	13	model	model	NOUN
easat-6703	103	14	to	to	PART
easat-6703	103	15	improve	improve	VERB
easat-6703	103	16	the	the	DET
easat-6703	103	17	accuracy	accuracy	NOUN
easat-6703	103	18	of	of	ADP
easat-6703	103	19	anxiety	anxiety	NOUN
easat-6703	103	20	detection	detection	NOUN
easat-6703	103	21	in	in	ADP
easat-6703	103	22	dogs	dog	NOUN
easat-6703	103	23	,	,	PUNCT
easat-6703	103	24	as	as	SCONJ
easat-6703	103	25	shown	show	VERB
easat-6703	103	26	in	in	ADP
easat-6703	103	27	figure	figure	NOUN
easat-6703	103	28	3	3	NUM
easat-6703	103	29	.	.	PUNCT
easat-6703	103	30	to	to	PART
easat-6703	103	31	increase	increase	VERB
easat-6703	103	32	the	the	DET
easat-6703	103	33	pace	pace	NOUN
easat-6703	103	34	of	of	ADP
easat-6703	103	35	convergence	convergence	NOUN
easat-6703	103	36	and	and	CCONJ
easat-6703	103	37	the	the	DET
easat-6703	103	38	quality	quality	NOUN
easat-6703	103	39	of	of	ADP
easat-6703	103	40	the	the	DET
easat-6703	103	41	solutions	solution	NOUN
easat-6703	103	42	,	,	PUNCT
easat-6703	103	43	ts	ts	X
easat-6703	103	44	provides	provide	VERB
easat-6703	103	45	a	a	DET
easat-6703	103	46	hybrid	hybrid	ADJ
easat-6703	103	47	technique	technique	NOUN
easat-6703	103	48	by	by	ADP
easat-6703	103	49	combining	combine	VERB
easat-6703	103	50	three	three	NUM
easat-6703	103	51	essential	essential	ADJ
easat-6703	103	52	elements	element	NOUN
easat-6703	103	53	:	:	PUNCT
easat-6703	103	54	local	local	ADJ
easat-6703	103	55	minima	minima	NOUN
easat-6703	103	56	escape	escape	NOUN
easat-6703	103	57	,	,	PUNCT
easat-6703	103	58	intensification	intensification	NOUN
easat-6703	103	59	,	,	PUNCT
easat-6703	103	60	and	and	CCONJ
easat-6703	103	61	exploration	exploration	NOUN
easat-6703	103	62	.	.	PUNCT
easat-6703	104	1	the	the	DET
easat-6703	104	2	combination	combination	NOUN
easat-6703	104	3	optimizes	optimize	VERB
easat-6703	104	4	the	the	DET
easat-6703	104	5	search	search	NOUN
easat-6703	104	6	process	process	NOUN
easat-6703	104	7	and	and	CCONJ
easat-6703	104	8	improves	improve	VERB
easat-6703	104	9	the	the	DET
easat-6703	104	10	ability	ability	NOUN
easat-6703	104	11	to	to	PART
easat-6703	104	12	find	find	VERB
easat-6703	104	13	high	high	ADJ
easat-6703	104	14	-	-	PUNCT
easat-6703	104	15	quality	quality	NOUN
easat-6703	104	16	solutions	solution	NOUN
easat-6703	104	17	,	,	PUNCT
easat-6703	104	18	making	make	VERB
easat-6703	104	19	it	it	PRON
easat-6703	104	20	a	a	DET
easat-6703	104	21	powerful	powerful	ADJ
easat-6703	104	22	tool	tool	NOUN
easat-6703	104	23	for	for	ADP
easat-6703	104	24	complex	complex	ADJ
easat-6703	104	25	optimization	optimization	NOUN
easat-6703	104	26	problems	problem	NOUN
easat-6703	104	27	.	.	PUNCT
easat-6703	105	1	2981	2981	NUM
easat-6703	105	2	edelweiss	edelweiss	PROPN
easat-6703	105	3	applied	apply	VERB
easat-6703	105	4	science	science	NOUN
easat-6703	105	5	and	and	CCONJ
easat-6703	105	6	technology	technology	NOUN
easat-6703	105	7	issn	issn	PROPN
easat-6703	105	8	:	:	PUNCT
easat-6703	105	9	2576	2576	NUM
easat-6703	105	10	-	-	SYM
easat-6703	105	11	8484	8484	NUM
easat-6703	105	12	vol	vol	NOUN
easat-6703	105	13	.	.	PROPN
easat-6703	106	1	9	9	NUM
easat-6703	106	2	,	,	PUNCT
easat-6703	106	3	no	no	INTJ
easat-6703	106	4	.	.	NOUN
easat-6703	106	5	4	4	NUM
easat-6703	106	6	:	:	SYM
easat-6703	106	7	2976	2976	NUM
easat-6703	106	8	-	-	SYM
easat-6703	106	9	2989	2989	NUM
easat-6703	106	10	,	,	PUNCT
easat-6703	106	11	2025	2025	NUM
easat-6703	106	12	doi	doi	NOUN
easat-6703	106	13	:	:	PUNCT
easat-6703	106	14	10.55214/25768484.v9i4.6703	10.55214/25768484.v9i4.6703	NUM
easat-6703	106	15	©	©	PROPN
easat-6703	106	16	2025	2025	NUM
easat-6703	106	17	by	by	ADP
easat-6703	106	18	the	the	DET
easat-6703	106	19	authors	author	NOUN
easat-6703	106	20	;	;	PUNCT
easat-6703	106	21	licensee	licensee	PROPN
easat-6703	106	22	learning	learn	VERB
easat-6703	106	23	gate	gate	PROPN
easat-6703	106	24	figure	figure	NOUN
easat-6703	106	25	3	3	NUM
easat-6703	106	26	.	.	PUNCT
easat-6703	106	27	flow	flow	NOUN
easat-6703	106	28	diagram	diagram	NOUN
easat-6703	106	29	of	of	ADP
easat-6703	106	30	ts	ts	PROPN
easat-6703	106	31	.	.	PUNCT
easat-6703	106	32	initial	initial	ADJ
easat-6703	106	33	population	population	NOUN
easat-6703	106	34	development	development	NOUN
easat-6703	106	35	:	:	PUNCT
easat-6703	106	36	the	the	DET
easat-6703	106	37	ts	ts	ADJ
easat-6703	106	38	process	process	NOUN
easat-6703	106	39	generates	generate	VERB
easat-6703	106	40	an	an	DET
easat-6703	106	41	initial	initial	ADJ
easat-6703	106	42	population	population	NOUN
easat-6703	106	43	within	within	ADP
easat-6703	106	44	the	the	DET
easat-6703	106	45	search	search	NOUN
easat-6703	106	46	space	space	NOUN
easat-6703	106	47	and	and	CCONJ
easat-6703	106	48	rand	rand	NOUN
easat-6703	106	49	,	,	PUNCT
easat-6703	106	50	a	a	DET
easat-6703	106	51	function	function	NOUN
easat-6703	106	52	that	that	PRON
easat-6703	106	53	produces	produce	VERB
easat-6703	106	54	random	random	ADJ
easat-6703	106	55	integers	integer	NOUN
easat-6703	106	56	between	between	ADP
easat-6703	106	57	0	0	NUM
easat-6703	106	58	and	and	CCONJ
easat-6703	106	59	1	1	NUM
easat-6703	106	60	that	that	PRON
easat-6703	106	61	are	be	AUX
easat-6703	106	62	evenly	evenly	ADV
easat-6703	106	63	distributed	distribute	VERB
easat-6703	106	64	,	,	PUNCT
easat-6703	106	65	with	with	ADP
easat-6703	106	66	the	the	DET
easat-6703	106	67	problem	problem	NOUN
easat-6703	106	68	dimension	dimension	NOUN
easat-6703	106	69	.	.	PUNCT
easat-6703	107	1	initial	initial	ADJ
easat-6703	107	2	solution	solution	NOUN
easat-6703	107	3	is	be	AUX
easat-6703	107	4	uniformly	uniformly	ADV
easat-6703	107	5	distributed	distribute	VERB
easat-6703	107	6	over	over	ADP
easat-6703	107	7	the	the	DET
easat-6703	107	8	entire	entire	ADJ
easat-6703	107	9	search	search	NOUN
easat-6703	107	10	space	space	NOUN
easat-6703	107	11	and	and	CCONJ
easat-6703	107	12	serves	serve	VERB
easat-6703	107	13	as	as	ADP
easat-6703	107	14	the	the	DET
easat-6703	107	15	starting	starting	NOUN
easat-6703	107	16	point	point	NOUN
easat-6703	107	17	for	for	ADP
easat-6703	107	18	the	the	DET
easat-6703	107	19	algorithm	algorithm	NOUN
easat-6703	107	20	.	.	PUNCT
easat-6703	108	1	ts	ts	ADP
easat-6703	108	2	first	first	ADV
easat-6703	108	3	initializes	initialize	VERB
easat-6703	108	4	a	a	DET
easat-6703	108	5	diverse	diverse	ADJ
easat-6703	108	6	population	population	NOUN
easat-6703	108	7	of	of	ADP
easat-6703	108	8	possible	possible	ADJ
easat-6703	108	9	network	network	NOUN
easat-6703	108	10	parameter	parameter	NOUN
easat-6703	108	11	configurations	configuration	NOUN
easat-6703	108	12	,	,	PUNCT
easat-6703	108	13	as	as	SCONJ
easat-6703	108	14	described	describe	VERB
easat-6703	108	15	in	in	ADP
easat-6703	108	16	equation	equation	NOUN
easat-6703	108	17	(	(	PUNCT
easat-6703	108	18	6	6	NUM
easat-6703	108	19	)	)	PUNCT
easat-6703	108	20	.	.	PUNCT
easat-6703	109	1	𝑊	𝑊	NOUN
easat-6703	109	2	=	=	PUNCT
easat-6703	109	3	𝑙𝑏	𝑙𝑏	PROPN
easat-6703	109	4	+	+	NOUN
easat-6703	109	5	𝑟𝑎𝑛𝑑(0,1	𝑟𝑎𝑛𝑑(0,1	NOUN
easat-6703	109	6	)	)	PUNCT
easat-6703	109	7	×	×	NOUN
easat-6703	109	8	(	(	PUNCT
easat-6703	109	9	𝑢𝑏	𝑢𝑏	ADP
easat-6703	109	10	−	−	NUM
easat-6703	109	11	𝑙𝑏	𝑙𝑏	NOUN
easat-6703	109	12	)	)	PUNCT
easat-6703	109	13	(	(	PUNCT
easat-6703	109	14	6	6	X
easat-6703	109	15	)	)	PUNCT
easat-6703	109	16	𝑊	𝑊	NOUN
easat-6703	109	17	is	be	AUX
easat-6703	109	18	the	the	DET
easat-6703	109	19	solution	solution	NOUN
easat-6703	109	20	vector	vector	NOUN
easat-6703	109	21	,	,	PUNCT
easat-6703	109	22	𝑙𝑏	𝑙𝑏	NOUN
easat-6703	109	23	𝑎𝑛𝑑	𝑎𝑛𝑑	ADJ
easat-6703	109	24	𝑢𝑏	𝑢𝑏	ADV
easat-6703	109	25	are	be	AUX
easat-6703	109	26	lower	low	ADJ
easat-6703	109	27	and	and	CCONJ
easat-6703	109	28	upper	upper	ADJ
easat-6703	109	29	bounds	bound	NOUN
easat-6703	109	30	,	,	PUNCT
easat-6703	109	31	𝑟𝑎𝑛𝑑	𝑟𝑎𝑛𝑑	NOUN
easat-6703	109	32	(	(	PUNCT
easat-6703	109	33	0,1	0,1	NOUN
easat-6703	109	34	)	)	PUNCT
easat-6703	109	35	produces	produce	VERB
easat-6703	109	36	uniformly	uniformly	ADV
easat-6703	109	37	distributed	distribute	VERB
easat-6703	109	38	random	random	ADJ
easat-6703	109	39	values	value	NOUN
easat-6703	109	40	.	.	PUNCT
easat-6703	110	1	search	search	NOUN
easat-6703	110	2	intensification	intensification	NOUN
easat-6703	110	3	:	:	PUNCT
easat-6703	110	4	in	in	ADP
easat-6703	110	5	the	the	DET
easat-6703	110	6	intensification	intensification	NOUN
easat-6703	110	7	search	search	NOUN
easat-6703	110	8	,	,	PUNCT
easat-6703	110	9	ts	ts	AUX
easat-6703	110	10	first	first	ADV
easat-6703	110	11	makes	make	VERB
easat-6703	110	12	a	a	DET
easat-6703	110	13	random	random	ADJ
easat-6703	110	14	local	local	ADJ
easat-6703	110	15	walk	walk	NOUN
easat-6703	110	16	,	,	PUNCT
easat-6703	110	17	which	which	PRON
easat-6703	110	18	is	be	AUX
easat-6703	110	19	directed	direct	VERB
easat-6703	110	20	by	by	ADP
easat-6703	110	21	equation	equation	NOUN
easat-6703	110	22	(	(	PUNCT
easat-6703	110	23	7	7	NUM
easat-6703	110	24	)	)	PUNCT
easat-6703	110	25	.	.	PUNCT
easat-6703	111	1	then	then	ADV
easat-6703	111	2	,	,	PUNCT
easat-6703	111	3	ts	ts	ADP
easat-6703	111	4	replaces	replace	VERB
easat-6703	111	5	some	some	PRON
easat-6703	111	6	of	of	ADP
easat-6703	111	7	the	the	DET
easat-6703	111	8	variables	variable	NOUN
easat-6703	111	9	in	in	ADP
easat-6703	111	10	the	the	DET
easat-6703	111	11	solution	solution	NOUN
easat-6703	111	12	obtained	obtain	VERB
easat-6703	111	13	in	in	ADP
easat-6703	111	14	the	the	DET
easat-6703	111	15	random	random	ADJ
easat-6703	111	16	local	local	ADJ
easat-6703	111	17	walk	walk	NOUN
easat-6703	111	18	with	with	ADP
easat-6703	111	19	the	the	DET
easat-6703	111	20	corresponding	corresponding	ADJ
easat-6703	111	21	variable	variable	ADJ
easat-6703	111	22	values	value	NOUN
easat-6703	111	23	from	from	ADP
easat-6703	111	24	the	the	DET
easat-6703	111	25	current	current	ADJ
easat-6703	111	26	optimal	optimal	ADJ
easat-6703	111	27	solution	solution	NOUN
easat-6703	111	28	.	.	PUNCT
easat-6703	112	1	for	for	ADP
easat-6703	112	2	problems	problem	NOUN
easat-6703	112	3	with	with	ADP
easat-6703	112	4	a	a	DET
easat-6703	112	5	higher	high	ADJ
easat-6703	112	6	dimension	dimension	NOUN
easat-6703	112	7	,	,	PUNCT
easat-6703	112	8	the	the	DET
easat-6703	112	9	proportion	proportion	NOUN
easat-6703	112	10	is	be	AUX
easat-6703	112	11	set	set	VERB
easat-6703	112	12	at	at	ADP
easat-6703	112	13	20	20	NUM
easat-6703	112	14	%	%	NOUN
easat-6703	112	15	,	,	PUNCT
easat-6703	112	16	and	and	CCONJ
easat-6703	112	17	50	50	NUM
easat-6703	112	18	%	%	NOUN
easat-6703	112	19	is	be	AUX
easat-6703	112	20	used	use	VERB
easat-6703	112	21	when	when	SCONJ
easat-6703	112	22	problems	problem	NOUN
easat-6703	112	23	have	have	VERB
easat-6703	112	24	less	less	ADJ
easat-6703	112	25	than	than	ADP
easat-6703	112	26	or	or	CCONJ
easat-6703	112	27	equal	equal	ADJ
easat-6703	112	28	to	to	ADP
easat-6703	112	29	4	4	NUM
easat-6703	112	30	variables	variable	NOUN
easat-6703	112	31	.	.	PUNCT
easat-6703	113	1	ts	ts	PROPN
easat-6703	113	2	also	also	ADV
easat-6703	113	3	has	have	AUX
easat-6703	113	4	been	be	AUX
easat-6703	113	5	a	a	DET
easat-6703	113	6	localized	localize	VERB
easat-6703	113	7	search	search	NOUN
easat-6703	113	8	method	method	NOUN
easat-6703	113	9	as	as	ADP
easat-6703	113	10	a	a	DET
easat-6703	113	11	way	way	NOUN
easat-6703	113	12	to	to	PART
easat-6703	113	13	speed	speed	VERB
easat-6703	113	14	up	up	ADP
easat-6703	113	15	the	the	DET
easat-6703	113	16	convergence	convergence	NOUN
easat-6703	113	17	of	of	ADP
easat-6703	113	18	the	the	DET
easat-6703	113	19	2982	2982	NUM
easat-6703	113	20	edelweiss	edelweiss	PROPN
easat-6703	113	21	applied	apply	VERB
easat-6703	113	22	science	science	NOUN
easat-6703	113	23	and	and	CCONJ
easat-6703	113	24	technology	technology	NOUN
easat-6703	113	25	issn	issn	PROPN
easat-6703	113	26	:	:	PUNCT
easat-6703	113	27	2576	2576	NUM
easat-6703	113	28	-	-	SYM
easat-6703	113	29	8484	8484	NUM
easat-6703	113	30	vol	vol	NOUN
easat-6703	113	31	.	.	PROPN
easat-6703	114	1	9	9	NUM
easat-6703	114	2	,	,	PUNCT
easat-6703	114	3	no	no	INTJ
easat-6703	114	4	.	.	NOUN
easat-6703	114	5	4	4	NUM
easat-6703	114	6	:	:	SYM
easat-6703	114	7	2976	2976	NUM
easat-6703	114	8	-	-	SYM
easat-6703	114	9	2989	2989	NUM
easat-6703	114	10	,	,	PUNCT
easat-6703	114	11	2025	2025	NUM
easat-6703	114	12	doi	doi	NOUN
easat-6703	114	13	:	:	PUNCT
easat-6703	114	14	10.55214/25768484.v9i4.6703	10.55214/25768484.v9i4.6703	NUM
easat-6703	114	15	©	©	PROPN
easat-6703	114	16	2025	2025	NUM
easat-6703	114	17	by	by	ADP
easat-6703	114	18	the	the	DET
easat-6703	114	19	authors	author	NOUN
easat-6703	114	20	;	;	PUNCT
easat-6703	114	21	licensee	licensee	PROPN
easat-6703	114	22	learning	learning	NOUN
easat-6703	114	23	gate	gate	PROPN
easat-6703	114	24	dl	dl	PROPN
easat-6703	114	25	model	model	NOUN
easat-6703	114	26	to	to	ADP
easat-6703	114	27	good	good	ADV
easat-6703	114	28	-	-	PUNCT
easat-6703	114	29	performing	perform	VERB
easat-6703	114	30	parameter	parameter	NOUN
easat-6703	114	31	sets	set	NOUN
easat-6703	114	32	.	.	PUNCT
easat-6703	115	1	the	the	DET
easat-6703	115	2	localized	localize	VERB
easat-6703	115	3	search	search	NOUN
easat-6703	115	4	is	be	AUX
easat-6703	115	5	a	a	DET
easat-6703	115	6	way	way	NOUN
easat-6703	115	7	to	to	PART
easat-6703	115	8	get	get	VERB
easat-6703	115	9	the	the	DET
easat-6703	115	10	candidate	candidate	NOUN
easat-6703	115	11	solutions	solution	NOUN
easat-6703	115	12	closer	close	ADV
easat-6703	115	13	to	to	ADP
easat-6703	115	14	the	the	DET
easat-6703	115	15	best	well	ADV
easat-6703	115	16	-	-	PUNCT
easat-6703	115	17	observed	observe	VERB
easat-6703	115	18	configuration	configuration	NOUN
easat-6703	115	19	,	,	PUNCT
easat-6703	115	20	which	which	PRON
easat-6703	115	21	is	be	AUX
easat-6703	115	22	critical	critical	ADJ
easat-6703	115	23	to	to	ADP
easat-6703	115	24	the	the	DET
easat-6703	115	25	ability	ability	NOUN
easat-6703	115	26	to	to	PART
easat-6703	115	27	accurately	accurately	ADV
easat-6703	115	28	detect	detect	VERB
easat-6703	115	29	patterns	pattern	NOUN
easat-6703	115	30	of	of	ADP
easat-6703	115	31	anxiety	anxiety	NOUN
easat-6703	115	32	from	from	ADP
easat-6703	115	33	continuously	continuously	ADV
easat-6703	115	34	observed	observe	VERB
easat-6703	115	35	real	real	ADJ
easat-6703	115	36	-	-	PUNCT
easat-6703	115	37	time	time	NOUN
easat-6703	115	38	physiological	physiological	ADJ
easat-6703	115	39	signals	signal	NOUN
easat-6703	115	40	.	.	PUNCT
easat-6703	116	1	𝑊𝑗	𝑊𝑗	PROPN
easat-6703	116	2	𝑠+1	𝑠+1	NOUN
easat-6703	116	3	=	=	SYM
easat-6703	116	4	𝑊𝑗	𝑊𝑗	PROPN
easat-6703	116	5	𝑠	𝑠	PROPN
easat-6703	116	6	+	+	NOUN
easat-6703	116	7	𝑠𝑡𝑒𝑝	𝑠𝑡𝑒𝑝	PROPN
easat-6703	116	8	×	×	PROPN
easat-6703	116	9	tan	tan	PROPN
easat-6703	116	10	(	(	PUNCT
easat-6703	116	11	𝜃	𝜃	NOUN
easat-6703	116	12	)	)	PUNCT
easat-6703	116	13	×	×	NOUN
easat-6703	116	14	(	(	PUNCT
easat-6703	116	15	𝑊𝑗	𝑊𝑗	PROPN
easat-6703	116	16	𝑠	𝑠	INTJ
easat-6703	116	17	−	−	NOUN
easat-6703	116	18	𝑊𝑗	𝑊𝑗	PROPN
easat-6703	116	19	𝑜𝑝𝑡	𝑜𝑝𝑡	NOUN
easat-6703	116	20	)	)	PUNCT
easat-6703	116	21	(	(	PUNCT
easat-6703	116	22	7	7	X
easat-6703	116	23	)	)	PUNCT
easat-6703	116	24	selected	select	VERB
easat-6703	116	25	variables	variable	NOUN
easat-6703	116	26	can	can	AUX
easat-6703	116	27	be	be	AUX
easat-6703	116	28	replaced	replace	VERB
easat-6703	116	29	directly	directly	ADV
easat-6703	116	30	with	with	ADP
easat-6703	116	31	values	value	NOUN
easat-6703	116	32	from	from	ADP
easat-6703	116	33	the	the	DET
easat-6703	116	34	current	current	ADJ
easat-6703	116	35	optimal	optimal	ADJ
easat-6703	116	36	solution.𝑊𝑗	solution.𝑊𝑗	NOUN
easat-6703	116	37	𝑠+1	𝑠+1	NOUN
easat-6703	116	38	=	=	SYM
easat-6703	117	1	𝑊𝑗	𝑊𝑗	PROPN
easat-6703	117	2	𝑜𝑝𝑡	𝑜𝑝𝑡	NOUN
easat-6703	117	3	if	if	SCONJ
easat-6703	117	4	variable	variable	ADJ
easat-6703	117	5	𝑗	𝑗	NOUN
easat-6703	117	6	is	be	AUX
easat-6703	117	7	selected	select	VERB
easat-6703	117	8	.	.	PUNCT
easat-6703	118	1	to	to	PART
easat-6703	118	2	ensure	ensure	VERB
easat-6703	118	3	boundary	boundary	ADJ
easat-6703	118	4	compliance	compliance	NOUN
easat-6703	118	5	,	,	PUNCT
easat-6703	118	6	any	any	DET
easat-6703	118	7	out	out	ADV
easat-6703	118	8	-	-	PUNCT
easat-6703	118	9	of	of	ADP
easat-6703	118	10	-	-	PUNCT
easat-6703	118	11	range	range	NOUN
easat-6703	118	12	value	value	NOUN
easat-6703	118	13	is	be	AUX
easat-6703	118	14	repaired	repair	VERB
easat-6703	118	15	as	as	ADP
easat-6703	118	16	𝑊	𝑊	PROPN
easat-6703	118	17	=	=	SYM
easat-6703	118	18	𝑙𝑏	𝑙𝑏	PROPN
easat-6703	118	19	+	+	NOUN
easat-6703	118	20	𝑟𝑎𝑛𝑑	𝑟𝑎𝑛𝑑	NOUN
easat-6703	118	21	(	(	PUNCT
easat-6703	118	22	0,1	0,1	NUM
easat-6703	118	23	)	)	PUNCT
easat-6703	118	24	×	×	NOUN
easat-6703	118	25	(	(	PUNCT
easat-6703	118	26	𝑢𝑏	𝑢𝑏	ADP
easat-6703	118	27	−	−	NUM
easat-6703	118	28	𝑙𝑏	𝑙𝑏	NOUN
easat-6703	118	29	)	)	PUNCT
easat-6703	118	30	𝑖𝑓	𝑖𝑓	VERB
easat-6703	118	31	𝑤	𝑤	ADP
easat-6703	118	32	<	<	X
easat-6703	118	33	𝑙𝑏	𝑙𝑏	INTJ
easat-6703	118	34	𝑜𝑟	𝑜𝑟	ADP
easat-6703	118	35	𝑊	𝑊	PROPN
easat-6703	118	36	>	>	X
easat-6703	118	37	𝑢𝑏.	𝑢𝑏.	NOUN
easat-6703	118	38	the	the	DET
easat-6703	118	39	phase	phase	NOUN
easat-6703	118	40	improves	improve	VERB
easat-6703	118	41	model	model	NOUN
easat-6703	118	42	performance	performance	NOUN
easat-6703	118	43	locally	locally	ADV
easat-6703	118	44	by	by	ADP
easat-6703	118	45	utilizing	utilize	VERB
easat-6703	118	46	known	know	VERB
easat-6703	118	47	good	good	ADJ
easat-6703	118	48	solutions	solution	NOUN
easat-6703	118	49	.	.	PUNCT
easat-6703	119	1	exploration	exploration	NOUN
easat-6703	119	2	search	search	NOUN
easat-6703	119	3	:	:	PUNCT
easat-6703	119	4	ts	ts	PROPN
easat-6703	119	5	uses	use	VERB
easat-6703	119	6	a	a	DET
easat-6703	119	7	new	new	ADJ
easat-6703	119	8	global	global	ADJ
easat-6703	119	9	random	random	ADJ
easat-6703	119	10	walk	walk	NOUN
easat-6703	119	11	based	base	VERB
easat-6703	119	12	on	on	ADP
easat-6703	119	13	the	the	DET
easat-6703	119	14	tangent	tangent	ADJ
easat-6703	119	15	flight	flight	NOUN
easat-6703	119	16	principles	principle	NOUN
easat-6703	119	17	.	.	PUNCT
easat-6703	120	1	the	the	DET
easat-6703	120	2	tangent	tangent	NOUN
easat-6703	120	3	function	function	NOUN
easat-6703	120	4	allows	allow	VERB
easat-6703	120	5	the	the	DET
easat-6703	120	6	random	random	ADJ
easat-6703	120	7	walk	walk	NOUN
easat-6703	120	8	to	to	PART
easat-6703	120	9	better	well	ADV
easat-6703	120	10	search	search	VERB
easat-6703	120	11	the	the	DET
easat-6703	120	12	space	space	NOUN
easat-6703	120	13	.	.	PUNCT
easat-6703	121	1	the	the	DET
easat-6703	121	2	angle	angle	NOUN
easat-6703	121	3	𝜃	𝜃	X
easat-6703	121	4	being	be	AUX
easat-6703	121	5	near	near	ADP
easat-6703	121	6	𝑝𝑖/2	𝑝𝑖/2	PROPN
easat-6703	121	7	will	will	AUX
easat-6703	121	8	allow	allow	VERB
easat-6703	121	9	the	the	DET
easat-6703	121	10	tangent	tangent	NOUN
easat-6703	121	11	to	to	PART
easat-6703	121	12	be	be	AUX
easat-6703	121	13	a	a	DET
easat-6703	121	14	larger	large	ADJ
easat-6703	121	15	value	value	NOUN
easat-6703	121	16	and	and	CCONJ
easat-6703	121	17	the	the	DET
easat-6703	121	18	solution	solution	NOUN
easat-6703	121	19	will	will	AUX
easat-6703	121	20	be	be	AUX
easat-6703	121	21	far	far	ADV
easat-6703	121	22	from	from	ADP
easat-6703	121	23	the	the	DET
easat-6703	121	24	current	current	ADJ
easat-6703	121	25	solution	solution	NOUN
easat-6703	121	26	,	,	PUNCT
easat-6703	121	27	as	as	ADP
easat-6703	121	28	on	on	ADP
easat-6703	121	29	the	the	DET
easat-6703	121	30	contrary	contrary	NOUN
easat-6703	121	31	,	,	PUNCT
easat-6703	121	32	the	the	DET
easat-6703	121	33	angle	angle	NOUN
easat-6703	121	34	𝜃	𝜃	X
easat-6703	121	35	being	be	AUX
easat-6703	121	36	near	near	ADP
easat-6703	121	37	0	0	NUM
easat-6703	121	38	will	will	AUX
easat-6703	121	39	provide	provide	VERB
easat-6703	121	40	smaller	small	ADJ
easat-6703	121	41	values	value	NOUN
easat-6703	121	42	to	to	ADP
easat-6703	121	43	the	the	DET
easat-6703	121	44	tangent	tangent	NOUN
easat-6703	121	45	and	and	CCONJ
easat-6703	121	46	the	the	DET
easat-6703	121	47	new	new	ADJ
easat-6703	121	48	solution	solution	NOUN
easat-6703	121	49	should	should	AUX
easat-6703	121	50	be	be	AUX
easat-6703	121	51	very	very	ADV
easat-6703	121	52	close	close	ADJ
easat-6703	121	53	to	to	ADP
easat-6703	121	54	the	the	DET
easat-6703	121	55	current	current	ADJ
easat-6703	121	56	solution	solution	NOUN
easat-6703	121	57	.	.	PUNCT
easat-6703	122	1	thus	thus	ADV
easat-6703	122	2	,	,	PUNCT
easat-6703	122	3	the	the	DET
easat-6703	122	4	exploration	exploration	NOUN
easat-6703	122	5	search	search	NOUN
easat-6703	122	6	in	in	ADP
easat-6703	122	7	equation	equation	NOUN
easat-6703	122	8	(	(	PUNCT
easat-6703	122	9	8)	8)	NUM
easat-6703	122	10	includes	include	VERB
easat-6703	122	11	the	the	DET
easat-6703	122	12	global	global	ADJ
easat-6703	122	13	and	and	CCONJ
easat-6703	122	14	local	local	ADJ
easat-6703	122	15	random	random	ADJ
easat-6703	122	16	walk	walk	NOUN
easat-6703	122	17	for	for	ADP
easat-6703	122	18	exploration	exploration	NOUN
easat-6703	122	19	.	.	PUNCT
easat-6703	123	1	𝑊𝑗	𝑊𝑗	PROPN
easat-6703	123	2	𝑠+1	𝑠+1	NOUN
easat-6703	123	3	=	=	SYM
easat-6703	123	4	𝑊𝑗	𝑊𝑗	PROPN
easat-6703	123	5	𝑠	𝑠	PROPN
easat-6703	123	6	+	+	NOUN
easat-6703	123	7	𝑠𝑡𝑒𝑝	𝑠𝑡𝑒𝑝	PROPN
easat-6703	123	8	×	×	PROPN
easat-6703	123	9	tan	tan	PROPN
easat-6703	123	10	(	(	PUNCT
easat-6703	123	11	𝜃	𝜃	NOUN
easat-6703	123	12	)	)	PUNCT
easat-6703	123	13	(	(	PUNCT
easat-6703	123	14	8)	8)	NUM
easat-6703	123	15	the	the	DET
easat-6703	123	16	angle	angle	NOUN
easat-6703	123	17	𝜃	𝜃	PRON
easat-6703	123	18	determined	determine	VERB
easat-6703	123	19	the	the	DET
easat-6703	123	20	step	step	NOUN
easat-6703	123	21	size	size	NOUN
easat-6703	123	22	small	small	ADJ
easat-6703	123	23	near	near	ADV
easat-6703	123	24	(	(	PUNCT
easat-6703	123	25	0	0	NUM
easat-6703	123	26	)	)	PUNCT
easat-6703	123	27	and	and	CCONJ
easat-6703	123	28	large	large	ADJ
easat-6703	123	29	near	near	ADP
easat-6703	123	30	𝜋	𝜋	NOUN
easat-6703	123	31	2	2	NUM
easat-6703	123	32	,	,	PUNCT
easat-6703	123	33	thus	thus	ADV
easat-6703	123	34	providing	provide	VERB
easat-6703	123	35	a	a	DET
easat-6703	123	36	flexible	flexible	ADJ
easat-6703	123	37	mechanism	mechanism	NOUN
easat-6703	123	38	to	to	PART
easat-6703	123	39	explore	explore	VERB
easat-6703	123	40	the	the	DET
easat-6703	123	41	solution	solution	NOUN
easat-6703	123	42	space	space	NOUN
easat-6703	123	43	efficiently	efficiently	ADV
easat-6703	123	44	.	.	PUNCT
easat-6703	124	1	escape	escape	VERB
easat-6703	124	2	local	local	ADJ
easat-6703	124	3	minimum	minimum	ADJ
easat-6703	124	4	procedure	procedure	NOUN
easat-6703	124	5	:	:	PUNCT
easat-6703	124	6	to	to	PART
easat-6703	124	7	address	address	VERB
easat-6703	124	8	the	the	DET
easat-6703	124	9	problem	problem	NOUN
easat-6703	124	10	of	of	ADP
easat-6703	124	11	becoming	become	VERB
easat-6703	124	12	stagnant	stagnant	ADJ
easat-6703	124	13	in	in	ADP
easat-6703	124	14	local	local	ADJ
easat-6703	124	15	minima	minima	NOUN
easat-6703	124	16	during	during	ADP
easat-6703	124	17	the	the	DET
easat-6703	124	18	optimization	optimization	NOUN
easat-6703	124	19	process	process	NOUN
easat-6703	124	20	.	.	PUNCT
easat-6703	125	1	ts	ts	PROPN
easat-6703	125	2	has	have	VERB
easat-6703	125	3	a	a	DET
easat-6703	125	4	means	mean	NOUN
easat-6703	125	5	of	of	ADP
easat-6703	125	6	dealing	deal	VERB
easat-6703	125	7	with	with	ADP
easat-6703	125	8	the	the	DET
easat-6703	125	9	problem	problem	NOUN
easat-6703	125	10	as	as	SCONJ
easat-6703	125	11	it	it	PRON
easat-6703	125	12	uses	use	VERB
easat-6703	125	13	some	some	DET
easat-6703	125	14	specific	specific	ADJ
easat-6703	125	15	process	process	NOUN
easat-6703	125	16	as	as	SCONJ
easat-6703	125	17	shown	show	VERB
easat-6703	125	18	in	in	ADP
easat-6703	125	19	equations	equation	NOUN
easat-6703	125	20	(	(	PUNCT
easat-6703	125	21	9	9	NUM
easat-6703	125	22	)	)	PUNCT
easat-6703	125	23	and	and	CCONJ
easat-6703	125	24	(	(	PUNCT
easat-6703	125	25	10	10	NUM
easat-6703	125	26	)	)	PUNCT
easat-6703	125	27	.	.	PUNCT
easat-6703	126	1	the	the	DET
easat-6703	126	2	process	process	NOUN
easat-6703	126	3	can	can	AUX
easat-6703	126	4	be	be	AUX
easat-6703	126	5	broken	break	VERB
easat-6703	126	6	down	down	ADP
easat-6703	126	7	into	into	ADP
easat-6703	126	8	two	two	NUM
easat-6703	126	9	components	component	NOUN
easat-6703	126	10	,	,	PUNCT
easat-6703	126	11	which	which	PRON
easat-6703	126	12	are	be	AUX
easat-6703	126	13	carried	carry	VERB
easat-6703	126	14	out	out	ADP
easat-6703	126	15	with	with	ADP
easat-6703	126	16	some	some	DET
easat-6703	126	17	probability	probability	NOUN
easat-6703	126	18	𝑂𝑠𝑒𝑐	𝑂𝑠𝑒𝑐	PROPN
easat-6703	126	19	.	.	PUNCT
easat-6703	127	1	in	in	ADP
easat-6703	127	2	addition	addition	NOUN
easat-6703	127	3	,	,	PUNCT
easat-6703	127	4	sometimes	sometimes	ADV
easat-6703	127	5	with	with	ADP
easat-6703	127	6	a	a	DET
easat-6703	127	7	0.01	0.01	NUM
easat-6703	127	8	probability	probability	NOUN
easat-6703	127	9	,	,	PUNCT
easat-6703	127	10	a	a	DET
easat-6703	127	11	random	random	ADJ
easat-6703	127	12	solution	solution	NOUN
easat-6703	127	13	takes	take	VERB
easat-6703	127	14	the	the	DET
easat-6703	127	15	place	place	NOUN
easat-6703	127	16	of	of	ADP
easat-6703	127	17	the	the	DET
easat-6703	127	18	worst	bad	ADJ
easat-6703	127	19	solution	solution	NOUN
easat-6703	127	20	.	.	PUNCT
easat-6703	128	1	ts	ts	PROPN
easat-6703	128	2	employs	employ	VERB
easat-6703	128	3	a	a	DET
easat-6703	128	4	stochastic	stochastic	ADJ
easat-6703	128	5	local	local	ADJ
easat-6703	128	6	escape	escape	NOUN
easat-6703	128	7	strategy	strategy	NOUN
easat-6703	128	8	as	as	ADP
easat-6703	128	9	part	part	NOUN
easat-6703	128	10	of	of	ADP
easat-6703	128	11	the	the	DET
easat-6703	128	12	wearable	wearable	ADJ
easat-6703	128	13	system	system	NOUN
easat-6703	128	14	's	's	PART
easat-6703	128	15	deep	deep	ADJ
easat-6703	128	16	model	model	NOUN
easat-6703	128	17	training	training	NOUN
easat-6703	128	18	.	.	PUNCT
easat-6703	129	1	𝑊	𝑊	NOUN
easat-6703	129	2	=	=	SYM
easat-6703	129	3	𝑊	𝑊	NOUN
easat-6703	129	4	+	+	NOUN
easat-6703	129	5	𝑟𝑎𝑛𝑑(0,1	𝑟𝑎𝑛𝑑(0,1	NOUN
easat-6703	129	6	)	)	PUNCT
easat-6703	129	7	×	×	NOUN
easat-6703	129	8	(	(	PUNCT
easat-6703	129	9	𝑊𝑜𝑝𝑡	𝑊𝑜𝑝𝑡	PROPN
easat-6703	129	10	−	−	PROPN
easat-6703	129	11	𝑊	𝑊	PROPN
easat-6703	129	12	)	)	PUNCT
easat-6703	129	13	(	(	PUNCT
easat-6703	129	14	9	9	X
easat-6703	129	15	)	)	PUNCT
easat-6703	129	16	𝑊	𝑊	NOUN
easat-6703	129	17	=	=	SYM
easat-6703	129	18	𝑊	𝑊	NOUN
easat-6703	129	19	+	+	NOUN
easat-6703	129	20	𝑟𝑎𝑛𝑑(𝜃	𝑟𝑎𝑛𝑑(𝜃	NUM
easat-6703	129	21	)	)	PUNCT
easat-6703	129	22	×	×	NOUN
easat-6703	129	23	(	(	PUNCT
easat-6703	129	24	𝑢𝑏	𝑢𝑏	ADP
easat-6703	129	25	−	−	NUM
easat-6703	129	26	𝑙𝑏	𝑙𝑏	NOUN
easat-6703	129	27	)	)	PUNCT
easat-6703	129	28	(	(	PUNCT
easat-6703	129	29	10	10	NUM
easat-6703	129	30	)	)	PUNCT
easat-6703	129	31	an	an	DET
easat-6703	129	32	enhanced	enhance	VERB
easat-6703	129	33	ts	ts	ADP
easat-6703	129	34	variant	variant	NOUN
easat-6703	129	35	in	in	ADP
easat-6703	129	36	which	which	PRON
easat-6703	129	37	the	the	DET
easat-6703	129	38	algorithm	algorithm	NOUN
easat-6703	129	39	consists	consist	VERB
easat-6703	129	40	of	of	ADP
easat-6703	129	41	just	just	ADV
easat-6703	129	42	two	two	NUM
easat-6703	129	43	parts	part	NOUN
easat-6703	129	44	:	:	PUNCT
easat-6703	129	45	intensification	intensification	NOUN
easat-6703	129	46	and	and	CCONJ
easat-6703	129	47	exploration	exploration	NOUN
easat-6703	129	48	components	component	NOUN
easat-6703	129	49	without	without	ADP
easat-6703	129	50	an	an	DET
easat-6703	129	51	escape	escape	NOUN
easat-6703	129	52	local	local	ADJ
easat-6703	129	53	method	method	NOUN
easat-6703	129	54	.	.	PUNCT
easat-6703	130	1	the	the	DET
easat-6703	130	2	ts	ts	PROPN
easat-6703	130	3	-	-	PUNCT
easat-6703	130	4	stackedcnn	stackedcnn	PROPN
easat-6703	130	5	will	will	AUX
easat-6703	130	6	enhance	enhance	VERB
easat-6703	130	7	its	its	PRON
easat-6703	130	8	predictive	predictive	ADJ
easat-6703	130	9	accuracy	accuracy	NOUN
easat-6703	130	10	through	through	ADP
easat-6703	130	11	ts	ts	ADP
easat-6703	130	12	optimization	optimization	NOUN
easat-6703	130	13	of	of	ADP
easat-6703	130	14	the	the	DET
easat-6703	130	15	final	final	ADJ
easat-6703	130	16	layer	layer	NOUN
easat-6703	130	17	's	's	PART
easat-6703	130	18	weights	weight	NOUN
easat-6703	130	19	.	.	PUNCT
easat-6703	131	1	the	the	DET
easat-6703	131	2	post	post	ADJ
easat-6703	131	3	-	-	ADJ
easat-6703	131	4	classification	classification	ADJ
easat-6703	131	5	hybrid	hybrid	NOUN
easat-6703	131	6	contribution	contribution	NOUN
easat-6703	131	7	will	will	AUX
easat-6703	131	8	improve	improve	VERB
easat-6703	131	9	generalization	generalization	NOUN
easat-6703	131	10	,	,	PUNCT
easat-6703	131	11	misclassification	misclassification	NOUN
easat-6703	131	12	,	,	PUNCT
easat-6703	131	13	and	and	CCONJ
easat-6703	131	14	the	the	DET
easat-6703	131	15	eventual	eventual	ADJ
easat-6703	131	16	robustness	robustness	NOUN
easat-6703	131	17	in	in	ADP
easat-6703	131	18	recognizing	recognize	VERB
easat-6703	131	19	minor	minor	ADJ
easat-6703	131	20	physiological	physiological	ADJ
easat-6703	131	21	variations	variation	NOUN
easat-6703	131	22	,	,	PUNCT
easat-6703	131	23	and	and	CCONJ
easat-6703	131	24	will	will	AUX
easat-6703	131	25	provide	provide	VERB
easat-6703	131	26	greater	great	ADJ
easat-6703	131	27	accuracy	accuracy	NOUN
easat-6703	131	28	and	and	CCONJ
easat-6703	131	29	reliability	reliability	NOUN
easat-6703	131	30	in	in	ADP
easat-6703	131	31	detecting	detect	VERB
easat-6703	131	32	anxiety	anxiety	NOUN
easat-6703	131	33	in	in	ADP
easat-6703	131	34	dogs	dog	NOUN
easat-6703	131	35	.	.	PUNCT
easat-6703	132	1	ts	ts	NOUN
easat-6703	132	2	-	-	PUNCT
easat-6703	132	3	stackedcnn	stackedcnn	PROPN
easat-6703	132	4	is	be	AUX
easat-6703	132	5	described	describe	VERB
easat-6703	132	6	in	in	ADP
easat-6703	132	7	algorithm	algorithm	NOUN
easat-6703	132	8	1	1	NUM
easat-6703	132	9	.	.	PUNCT
easat-6703	132	10	algorithm	algorithm	NOUN
easat-6703	132	11	1	1	NUM
easat-6703	132	12	:	:	PUNCT
easat-6703	132	13	ts	ts	NOUN
easat-6703	132	14	-	-	PUNCT
easat-6703	132	15	stackedcnn	stackedcnn	NOUN
easat-6703	132	16	step	step	NOUN
easat-6703	132	17	1	1	NUM
easat-6703	132	18	:	:	PUNCT
easat-6703	132	19	dog	dog	NOUN
easat-6703	132	20	behaviour	behaviour	NOUN
easat-6703	132	21	preprocessing	preprocesse	VERB
easat-6703	132	22	for	for	ADP
easat-6703	132	23	each	each	DET
easat-6703	132	24	raw	raw	ADJ
easat-6703	132	25	sensor	sensor	NOUN
easat-6703	132	26	signal	signal	NOUN
easat-6703	132	27	:	:	PUNCT
easat-6703	132	28	normalize	normalize	VERB
easat-6703	132	29	the	the	DET
easat-6703	132	30	sensor	sensor	NOUN
easat-6703	132	31	data	datum	NOUN
easat-6703	132	32	step	step	NOUN
easat-6703	132	33	2	2	NUM
easat-6703	132	34	:	:	PUNCT
easat-6703	132	35	define	define	VERB
easat-6703	132	36	cnn	cnn	NOUN
easat-6703	132	37	architecture	architecture	NOUN
easat-6703	132	38	conv2d	conv2d	NOUN
easat-6703	132	39	layer	layer	NOUN
easat-6703	132	40	1	1	NUM
easat-6703	132	41	(	(	PUNCT
easat-6703	132	42	filters=32	filters=32	PROPN
easat-6703	132	43	)	)	PUNCT
easat-6703	132	44	→	→	SYM
easat-6703	132	45	maxpooling	maxpoole	VERB
easat-6703	132	46	conv2d	conv2d	NOUN
easat-6703	132	47	layer	layer	NOUN
easat-6703	132	48	2	2	NUM
easat-6703	132	49	(	(	PUNCT
easat-6703	132	50	filters=64	filters=64	NOUN
easat-6703	132	51	)	)	PUNCT
easat-6703	132	52	→	→	SYM
easat-6703	132	53	maxpooling	maxpoole	VERB
easat-6703	132	54	conv2d	conv2d	NOUN
easat-6703	132	55	layer	layer	NOUN
easat-6703	132	56	3	3	NUM
easat-6703	132	57	(	(	PUNCT
easat-6703	132	58	filters=128	filters=128	NOUN
easat-6703	132	59	)	)	PUNCT
easat-6703	132	60	→	→	SYM
easat-6703	132	61	maxpooling	maxpoole	VERB
easat-6703	132	62	conv2d	conv2d	NOUN
easat-6703	132	63	layer	layer	NOUN
easat-6703	132	64	4	4	NUM
easat-6703	132	65	(	(	PUNCT
easat-6703	132	66	filters=256	filters=256	PROPN
easat-6703	132	67	)	)	PUNCT
easat-6703	132	68	→	→	SYM
easat-6703	132	69	maxpooling	maxpoole	VERB
easat-6703	132	70	flatten	flatten	NOUN
easat-6703	132	71	→	→	SYM
easat-6703	132	72	dense(100	dense(100	PROPN
easat-6703	132	73	)	)	PUNCT
easat-6703	132	74	→	→	SYM
easat-6703	132	75	sigmoid	sigmoid	NOUN
easat-6703	132	76	activation	activation	NOUN
easat-6703	132	77	step	step	NOUN
easat-6703	132	78	3	3	NUM
easat-6703	132	79	:	:	PUNCT
easat-6703	133	1	tangent	tangent	VERB
easat-6703	133	2	search	search	NOUN
easat-6703	133	3	algorithm	algorithm	PROPN
easat-6703	133	4	initialization	initialization	NOUN
easat-6703	133	5	define	define	VERB
easat-6703	133	6	population	population	NOUN
easat-6703	133	7	size	size	NOUN
easat-6703	133	8	n	n	NOUN
easat-6703	133	9	and	and	CCONJ
easat-6703	133	10	dimensions	dimension	NOUN
easat-6703	133	11	d	d	NOUN
easat-6703	133	12	for	for	ADP
easat-6703	133	13	each	each	DET
easat-6703	133	14	individual	individual	NOUN
easat-6703	133	15	𝑖n	𝑖n	ADP
easat-6703	133	16	the	the	DET
easat-6703	133	17	population	population	NOUN
easat-6703	133	18	:	:	PUNCT
easat-6703	133	19	𝑊_𝑖	𝑊_𝑖	ADJ
easat-6703	133	20	=	=	PUNCT
easat-6703	133	21	𝑙𝑏	𝑙𝑏	ADP
easat-6703	133	22	+	+	CCONJ
easat-6703	133	23	𝑟𝑎𝑛𝑑(0,1	𝑟𝑎𝑛𝑑(0,1	NOUN
easat-6703	133	24	)	)	PUNCT
easat-6703	133	25	∗	∗	NOUN
easat-6703	133	26	(	(	PUNCT
easat-6703	133	27	𝑢𝑏	𝑢𝑏	ADP
easat-6703	133	28	−	−	NUM
easat-6703	133	29	𝑙𝑏	𝑙𝑏	NOUN
easat-6703	133	30	)	)	PUNCT
easat-6703	133	31	step	step	NOUN
easat-6703	133	32	4	4	NUM
easat-6703	133	33	:	:	PUNCT
easat-6703	133	34	model	model	NOUN
easat-6703	133	35	training	training	NOUN
easat-6703	133	36	with	with	ADP
easat-6703	133	37	ts	ts	X
easat-6703	133	38	repeat	repeat	VERB
easat-6703	133	39	for	for	ADP
easat-6703	133	40	s	s	NOUN
easat-6703	133	41	iterations	iteration	NOUN
easat-6703	133	42	:	:	PUNCT
easat-6703	133	43	2983	2983	NUM
easat-6703	133	44	edelweiss	edelweiss	PROPN
easat-6703	133	45	applied	apply	VERB
easat-6703	133	46	science	science	NOUN
easat-6703	133	47	and	and	CCONJ
easat-6703	133	48	technology	technology	NOUN
easat-6703	133	49	issn	issn	PROPN
easat-6703	133	50	:	:	PUNCT
easat-6703	133	51	2576	2576	NUM
easat-6703	133	52	-	-	SYM
easat-6703	133	53	8484	8484	NUM
easat-6703	133	54	vol	vol	NOUN
easat-6703	133	55	.	.	PROPN
easat-6703	134	1	9	9	NUM
easat-6703	134	2	,	,	PUNCT
easat-6703	134	3	no	no	INTJ
easat-6703	134	4	.	.	NOUN
easat-6703	134	5	4	4	NUM
easat-6703	134	6	:	:	SYM
easat-6703	134	7	2976	2976	NUM
easat-6703	134	8	-	-	SYM
easat-6703	134	9	2989	2989	NUM
easat-6703	134	10	,	,	PUNCT
easat-6703	134	11	2025	2025	NUM
easat-6703	134	12	doi	doi	NOUN
easat-6703	134	13	:	:	PUNCT
easat-6703	134	14	10.55214/25768484.v9i4.6703	10.55214/25768484.v9i4.6703	NUM
easat-6703	134	15	©	©	PROPN
easat-6703	134	16	2025	2025	NUM
easat-6703	134	17	by	by	ADP
easat-6703	134	18	the	the	DET
easat-6703	134	19	authors	author	NOUN
easat-6703	134	20	;	;	PUNCT
easat-6703	134	21	licensee	licensee	NOUN
easat-6703	134	22	learning	learning	NOUN
easat-6703	134	23	gate	gate	NOUN
easat-6703	134	24	for	for	ADP
easat-6703	134	25	each	each	DET
easat-6703	134	26	solution	solution	NOUN
easat-6703	134	27	𝑊_𝑖	𝑊_𝑖	ADV
easat-6703	134	28	:	:	PUNCT
easat-6703	134	29	𝑎𝑐𝑐𝑢𝑟𝑎𝑐𝑦_𝑖	𝑎𝑐𝑐𝑢𝑟𝑎𝑐𝑦_𝑖	X
easat-6703	134	30	=	=	SYM
easat-6703	134	31	𝑇𝑟𝑎𝑖𝑛𝐴𝑛𝑑𝐸𝑣𝑎𝑙𝑢𝑎𝑡𝑒𝐶𝑁𝑁(𝑊_𝑖	𝑇𝑟𝑎𝑖𝑛𝐴𝑛𝑑𝐸𝑣𝑎𝑙𝑢𝑎𝑡𝑒𝐶𝑁𝑁(𝑊_𝑖	NUM
easat-6703	134	32	)	)	PUNCT
easat-6703	134	33	𝑊_𝑏𝑒𝑠𝑡	𝑊_𝑏𝑒𝑠𝑡	NOUN
easat-6703	135	1	=	=	PUNCT
easat-6703	135	2	𝑠𝑜𝑙𝑢𝑡𝑖𝑜𝑛	𝑠𝑜𝑙𝑢𝑡𝑖𝑜𝑛	NOUN
easat-6703	135	3	𝑤𝑖𝑡ℎ	𝑤𝑖𝑡ℎ	NOUN
easat-6703	135	4	𝑡ℎ𝑒	𝑡ℎ𝑒	VERB
easat-6703	135	5	ℎ𝑖𝑔ℎ𝑒𝑠𝑡	ℎ𝑖𝑔ℎ𝑒𝑠𝑡	NOUN
easat-6703	135	6	𝑎𝑐𝑐𝑢𝑟𝑎𝑐𝑦	𝑎𝑐𝑐𝑢𝑟𝑎𝑐𝑦	ADJ
easat-6703	135	7	intensification	intensification	NOUN
easat-6703	135	8	(	(	PUNCT
easat-6703	135	9	local	local	ADJ
easat-6703	135	10	search	search	NOUN
easat-6703	135	11	)	)	PUNCT
easat-6703	135	12	for	for	ADP
easat-6703	135	13	each	each	DET
easat-6703	135	14	𝑊_𝑖	𝑊_𝑖	NOUN
easat-6703	135	15	:	:	PUNCT
easat-6703	135	16	if	if	SCONJ
easat-6703	135	17	rand	rand	VERB
easat-6703	135	18	<	<	X
easat-6703	135	19	intensify_prob	intensify_prob	PROPN
easat-6703	135	20	:	:	PUNCT
easat-6703	135	21	θ	θ	PROPN
easat-6703	135	22	=	=	SYM
easat-6703	135	23	random_angle	random_angle	PROPN
easat-6703	135	24	(	(	PUNCT
easat-6703	135	25	)	)	PUNCT
easat-6703	135	26	𝑊_𝑖	𝑊_𝑖	NOUN
easat-6703	135	27	=	=	PUNCT
easat-6703	135	28	𝑊_𝑖	𝑊_𝑖	NOUN
easat-6703	135	29	+	+	CCONJ
easat-6703	135	30	𝑠𝑡𝑒𝑝	𝑠𝑡𝑒𝑝	NOUN
easat-6703	135	31	∗	∗	NOUN
easat-6703	135	32	𝑡𝑎𝑛(𝜃	𝑡𝑎𝑛(𝜃	PROPN
easat-6703	135	33	)	)	PUNCT
easat-6703	135	34	∗	∗	NOUN
easat-6703	135	35	(	(	PUNCT
easat-6703	135	36	𝑊_𝑖	𝑊_𝑖	ADJ
easat-6703	135	37	−	−	NOUN
easat-6703	135	38	𝑊_𝑏𝑒𝑠𝑡	𝑊_𝑏𝑒𝑠𝑡	NOUN
easat-6703	135	39	)	)	PUNCT
easat-6703	135	40	replace	replace	VERB
easat-6703	135	41	out	out	ADV
easat-6703	135	42	-	-	PUNCT
easat-6703	135	43	of	of	ADP
easat-6703	135	44	-	-	PUNCT
easat-6703	135	45	bound	bind	VERB
easat-6703	135	46	values	value	NOUN
easat-6703	135	47	exploration	exploration	NOUN
easat-6703	135	48	(	(	PUNCT
easat-6703	135	49	global	global	ADJ
easat-6703	135	50	search	search	NOUN
easat-6703	135	51	)	)	PUNCT
easat-6703	135	52	for	for	ADP
easat-6703	135	53	each	each	DET
easat-6703	135	54	𝑊_𝑖	𝑊_𝑖	NOUN
easat-6703	135	55	:	:	PUNCT
easat-6703	135	56	if	if	SCONJ
easat-6703	135	57	rand	rand	PROPN
easat-6703	135	58	<	<	X
easat-6703	135	59	explore_prob	explore_prob	PROPN
easat-6703	135	60	:	:	PUNCT
easat-6703	135	61	𝜃	𝜃	X
easat-6703	135	62	=	=	SYM
easat-6703	135	63	𝑟𝑎𝑛𝑑𝑜𝑚_𝑎𝑛𝑔𝑙𝑒	𝑟𝑎𝑛𝑑𝑜𝑚_𝑎𝑛𝑔𝑙𝑒	X
easat-6703	135	64	(	(	PUNCT
easat-6703	135	65	)	)	PUNCT
easat-6703	135	66	𝑊_𝑖	𝑊_𝑖	NOUN
easat-6703	135	67	=	=	PUNCT
easat-6703	135	68	𝑊_𝑖	𝑊_𝑖	NOUN
easat-6703	135	69	+	+	CCONJ
easat-6703	135	70	𝑠𝑡𝑒𝑝	𝑠𝑡𝑒𝑝	NOUN
easat-6703	135	71	∗	∗	NOUN
easat-6703	135	72	𝑡𝑎𝑛(𝜃	𝑡𝑎𝑛(𝜃	PROPN
easat-6703	135	73	)	)	PUNCT
easat-6703	135	74	replace	replace	VERB
easat-6703	135	75	out	out	ADV
easat-6703	135	76	-	-	PUNCT
easat-6703	135	77	of	of	ADP
easat-6703	135	78	-	-	PUNCT
easat-6703	135	79	bound	bind	VERB
easat-6703	135	80	values	value	NOUN
easat-6703	135	81	escape	escape	VERB
easat-6703	135	82	from	from	ADP
easat-6703	135	83	local	local	ADJ
easat-6703	135	84	minima	minima	NOUN
easat-6703	135	85	(	(	PUNCT
easat-6703	135	86	occasional	occasional	ADJ
easat-6703	135	87	random	random	ADJ
easat-6703	135	88	jump	jump	NOUN
easat-6703	135	89	)	)	PUNCT
easat-6703	135	90	if	if	SCONJ
easat-6703	135	91	rand	rand	VERB
easat-6703	135	92	<	<	X
easat-6703	135	93	0.01	0.01	NUM
easat-6703	135	94	:	:	PUNCT
easat-6703	135	95	replace	replace	VERB
easat-6703	135	96	worst	worst	ADV
easat-6703	135	97	𝑊_𝑖	𝑊_𝑖	ADJ
easat-6703	135	98	with	with	ADP
easat-6703	135	99	a	a	DET
easat-6703	135	100	random	random	ADJ
easat-6703	135	101	solution	solution	NOUN
easat-6703	135	102	step	step	NOUN
easat-6703	135	103	5	5	NUM
easat-6703	135	104	:	:	PUNCT
easat-6703	135	105	final	final	ADJ
easat-6703	135	106	training	training	NOUN
easat-6703	135	107	with	with	ADP
easat-6703	135	108	optimized	optimize	VERB
easat-6703	135	109	parameters	parameter	NOUN
easat-6703	135	110	train	train	VERB
easat-6703	135	111	final	final	ADJ
easat-6703	135	112	cnn	cnn	PROPN
easat-6703	135	113	using	use	VERB
easat-6703	135	114	𝑊_𝑏𝑒𝑠𝑡	𝑊_𝑏𝑒𝑠𝑡	NOUN
easat-6703	135	115	evaluate	evaluate	VERB
easat-6703	135	116	on	on	ADP
easat-6703	135	117	test	test	NOUN
easat-6703	135	118	set	set	VERB
easat-6703	135	119	return	return	VERB
easat-6703	135	120	4	4	NUM
easat-6703	135	121	.	.	PUNCT
easat-6703	135	122	results	result	NOUN
easat-6703	135	123	and	and	CCONJ
easat-6703	135	124	discussion	discussion	NOUN
easat-6703	135	125	this	this	DET
easat-6703	135	126	section	section	NOUN
easat-6703	135	127	deliberates	deliberate	VERB
easat-6703	135	128	on	on	ADP
easat-6703	135	129	the	the	DET
easat-6703	135	130	results	result	NOUN
easat-6703	135	131	produced	produce	VERB
easat-6703	135	132	by	by	ADP
easat-6703	135	133	the	the	DET
easat-6703	135	134	implementation	implementation	NOUN
easat-6703	135	135	of	of	ADP
easat-6703	135	136	the	the	DET
easat-6703	135	137	model	model	NOUN
easat-6703	135	138	,	,	PUNCT
easat-6703	135	139	including	include	VERB
easat-6703	135	140	parameter	parameter	NOUN
easat-6703	135	141	setup	setup	NOUN
easat-6703	135	142	,	,	PUNCT
easat-6703	135	143	evaluation	evaluation	NOUN
easat-6703	135	144	criteria	criterion	NOUN
easat-6703	135	145	,	,	PUNCT
easat-6703	135	146	and	and	CCONJ
easat-6703	135	147	comparative	comparative	ADJ
easat-6703	135	148	phase	phase	NOUN
easat-6703	135	149	.	.	PUNCT
easat-6703	136	1	every	every	DET
easat-6703	136	2	experiment	experiment	NOUN
easat-6703	136	3	was	be	AUX
easat-6703	136	4	carried	carry	VERB
easat-6703	136	5	out	out	ADP
easat-6703	136	6	in	in	ADP
easat-6703	136	7	a	a	DET
easat-6703	136	8	windows	window	NOUN
easat-6703	136	9	10	10	NUM
easat-6703	136	10	environment	environment	NOUN
easat-6703	136	11	with	with	ADP
easat-6703	136	12	16	16	NUM
easat-6703	136	13	gb	gb	NOUN
easat-6703	136	14	of	of	ADP
easat-6703	136	15	ram	ram	NOUN
easat-6703	136	16	and	and	CCONJ
easat-6703	136	17	a	a	DET
easat-6703	136	18	64	64	NUM
easat-6703	136	19	-	-	PUNCT
easat-6703	136	20	bit	bit	NOUN
easat-6703	136	21	intel(r	intel(r	NOUN
easat-6703	136	22	)	)	PUNCT
easat-6703	136	23	core	core	NOUN
easat-6703	136	24	(	(	PUNCT
easat-6703	136	25	tm	tm	NOUN
easat-6703	136	26	)	)	PUNCT
easat-6703	136	27	i7	i7	NOUN
easat-6703	136	28	-	-	PUNCT
easat-6703	136	29	7500u	7500u	NUM
easat-6703	136	30	cpu	cpu	NOUN
easat-6703	136	31	.	.	PUNCT
easat-6703	137	1	the	the	DET
easat-6703	137	2	models	model	NOUN
easat-6703	137	3	were	be	AUX
easat-6703	137	4	implemented	implement	VERB
easat-6703	137	5	using	use	VERB
easat-6703	137	6	python	python	NOUN
easat-6703	137	7	v3.8.2	v3.8.2	NOUN
easat-6703	137	8	and	and	CCONJ
easat-6703	137	9	the	the	DET
easat-6703	137	10	pytorch	pytorch	NOUN
easat-6703	137	11	v1.9.0	v1.9.0	NOUN
easat-6703	137	12	package	package	NOUN
easat-6703	137	13	.	.	PUNCT
easat-6703	138	1	4.1	4.1	NUM
easat-6703	138	2	.	.	PUNCT
easat-6703	138	3	performance	performance	NOUN
easat-6703	138	4	evaluation	evaluation	NOUN
easat-6703	138	5	figure	figure	NOUN
easat-6703	138	6	4	4	NUM
easat-6703	138	7	(	(	PUNCT
easat-6703	138	8	a	a	NOUN
easat-6703	138	9	)	)	PUNCT
easat-6703	138	10	is	be	AUX
easat-6703	138	11	a	a	DET
easat-6703	138	12	bar	bar	NOUN
easat-6703	138	13	plot	plot	NOUN
easat-6703	138	14	that	that	PRON
easat-6703	138	15	displays	display	VERB
easat-6703	138	16	the	the	DET
easat-6703	138	17	frequency	frequency	NOUN
easat-6703	138	18	distribution	distribution	NOUN
easat-6703	138	19	of	of	ADP
easat-6703	138	20	atomic	atomic	ADJ
easat-6703	138	21	behaviors	behavior	NOUN
easat-6703	138	22	(	(	PUNCT
easat-6703	138	23	standing	standing	NOUN
easat-6703	138	24	,	,	PUNCT
easat-6703	138	25	lying	lying	NOUN
easat-6703	138	26	,	,	PUNCT
easat-6703	138	27	digging	digging	NOUN
easat-6703	138	28	,	,	PUNCT
easat-6703	138	29	etc	etc	X
easat-6703	138	30	.	.	X
easat-6703	138	31	)	)	PUNCT
easat-6703	138	32	,	,	PUNCT
easat-6703	138	33	with	with	ADP
easat-6703	138	34	frequencies	frequency	NOUN
easat-6703	138	35	on	on	ADP
easat-6703	138	36	the	the	DET
easat-6703	138	37	y	y	NOUN
easat-6703	138	38	-	-	PUNCT
easat-6703	138	39	axis	axis	NOUN
easat-6703	138	40	.	.	PUNCT
easat-6703	139	1	standing	standing	NOUN
easat-6703	139	2	is	be	AUX
easat-6703	139	3	the	the	DET
easat-6703	139	4	most	most	ADV
easat-6703	139	5	frequent	frequent	ADJ
easat-6703	139	6	behavior	behavior	NOUN
easat-6703	139	7	,	,	PUNCT
easat-6703	139	8	while	while	SCONJ
easat-6703	139	9	sniffing	sniff	VERB
easat-6703	139	10	and	and	CCONJ
easat-6703	139	11	barking	barking	NOUN
easat-6703	139	12	occurred	occur	VERB
easat-6703	139	13	less	less	ADV
easat-6703	139	14	often	often	ADV
easat-6703	139	15	.	.	PUNCT
easat-6703	140	1	figure	figure	VERB
easat-6703	140	2	4	4	NUM
easat-6703	140	3	(	(	PUNCT
easat-6703	140	4	b	b	NOUN
easat-6703	140	5	)	)	PUNCT
easat-6703	140	6	is	be	AUX
easat-6703	140	7	a	a	DET
easat-6703	140	8	heatmap	heatmap	NOUN
easat-6703	140	9	showing	show	VERB
easat-6703	140	10	the	the	DET
easat-6703	140	11	correlation	correlation	NOUN
easat-6703	140	12	between	between	ADP
easat-6703	140	13	different	different	ADJ
easat-6703	140	14	body	body	NOUN
easat-6703	140	15	parts	part	NOUN
easat-6703	140	16	(	(	PUNCT
easat-6703	140	17	the	the	DET
easat-6703	140	18	neck	neck	NOUN
easat-6703	140	19	and	and	CCONJ
easat-6703	140	20	back	back	ADV
easat-6703	140	21	)	)	PUNCT
easat-6703	140	22	along	along	ADP
easat-6703	140	23	the	the	DET
easat-6703	140	24	x	x	PROPN
easat-6703	140	25	,	,	PUNCT
easat-6703	140	26	y	y	PROPN
easat-6703	140	27	,	,	PUNCT
easat-6703	140	28	and	and	CCONJ
easat-6703	140	29	z	z	NOUN
easat-6703	140	30	axes	axis	NOUN
easat-6703	140	31	.	.	PUNCT
easat-6703	141	1	the	the	DET
easat-6703	141	2	correlation	correlation	NOUN
easat-6703	141	3	values	value	NOUN
easat-6703	141	4	are	be	AUX
easat-6703	141	5	generally	generally	ADV
easat-6703	141	6	low	low	ADJ
easat-6703	141	7	,	,	PUNCT
easat-6703	141	8	indicating	indicate	VERB
easat-6703	141	9	there	there	PRON
easat-6703	141	10	are	be	VERB
easat-6703	141	11	little	little	ADJ
easat-6703	141	12	to	to	ADP
easat-6703	141	13	no	no	DET
easat-6703	141	14	relationships	relationship	NOUN
easat-6703	141	15	between	between	ADP
easat-6703	141	16	the	the	DET
easat-6703	141	17	movement	movement	NOUN
easat-6703	141	18	of	of	ADP
easat-6703	141	19	the	the	DET
easat-6703	141	20	neck	neck	NOUN
easat-6703	141	21	segment	segment	NOUN
easat-6703	141	22	and	and	CCONJ
easat-6703	141	23	the	the	DET
easat-6703	141	24	movement	movement	NOUN
easat-6703	141	25	of	of	ADP
easat-6703	141	26	the	the	DET
easat-6703	141	27	back	back	ADJ
easat-6703	141	28	segment	segment	NOUN
easat-6703	141	29	across	across	ADP
easat-6703	141	30	different	different	ADJ
easat-6703	141	31	axes	axis	NOUN
easat-6703	141	32	.	.	PUNCT
easat-6703	142	1	2984	2984	NUM
easat-6703	142	2	edelweiss	edelweiss	PROPN
easat-6703	142	3	applied	apply	VERB
easat-6703	142	4	science	science	NOUN
easat-6703	142	5	and	and	CCONJ
easat-6703	142	6	technology	technology	NOUN
easat-6703	142	7	issn	issn	PROPN
easat-6703	142	8	:	:	PUNCT
easat-6703	142	9	2576	2576	NUM
easat-6703	142	10	-	-	SYM
easat-6703	142	11	8484	8484	NUM
easat-6703	142	12	vol	vol	NOUN
easat-6703	142	13	.	.	PROPN
easat-6703	143	1	9	9	NUM
easat-6703	143	2	,	,	PUNCT
easat-6703	143	3	no	no	INTJ
easat-6703	143	4	.	.	NOUN
easat-6703	143	5	4	4	NUM
easat-6703	143	6	:	:	SYM
easat-6703	143	7	2976	2976	NUM
easat-6703	143	8	-	-	SYM
easat-6703	143	9	2989	2989	NUM
easat-6703	143	10	,	,	PUNCT
easat-6703	143	11	2025	2025	NUM
easat-6703	143	12	doi	doi	NOUN
easat-6703	143	13	:	:	PUNCT
easat-6703	143	14	10.55214/25768484.v9i4.6703	10.55214/25768484.v9i4.6703	NUM
easat-6703	143	15	©	©	PROPN
easat-6703	143	16	2025	2025	NUM
easat-6703	143	17	by	by	ADP
easat-6703	143	18	the	the	DET
easat-6703	143	19	authors	author	NOUN
easat-6703	143	20	;	;	PUNCT
easat-6703	144	1	licensee	licensee	PROPN
easat-6703	144	2	learning	learn	VERB
easat-6703	144	3	gate	gate	NOUN
easat-6703	144	4	figure	figure	NOUN
easat-6703	144	5	4	4	NUM
easat-6703	144	6	.	.	PUNCT
easat-6703	145	1	(	(	PUNCT
easat-6703	145	2	a	a	X
easat-6703	145	3	):	):	PUNCT
easat-6703	145	4	atomic	atomic	ADJ
easat-6703	145	5	behavior	behavior	NOUN
easat-6703	145	6	frequencies	frequency	NOUN
easat-6703	145	7	sensor	sensor	NOUN
easat-6703	145	8	data	datum	NOUN
easat-6703	145	9	.	.	PUNCT
easat-6703	146	1	figure	figure	NOUN
easat-6703	146	2	4	4	NUM
easat-6703	146	3	.	.	PUNCT
easat-6703	147	1	(	(	PUNCT
easat-6703	147	2	b	b	NOUN
easat-6703	147	3	):	):	PUNCT
easat-6703	147	4	correlation	correlation	NOUN
easat-6703	147	5	of	of	ADP
easat-6703	147	6	heatmap	heatmap	NOUN
easat-6703	147	7	of	of	ADP
easat-6703	147	8	neck	neck	NOUN
easat-6703	147	9	and	and	CCONJ
easat-6703	147	10	back	back	ADJ
easat-6703	147	11	sensor	sensor	NOUN
easat-6703	147	12	data	datum	NOUN
easat-6703	147	13	.	.	PUNCT
easat-6703	148	1	4.2	4.2	NUM
easat-6703	148	2	.	.	PUNCT
easat-6703	148	3	comparison	comparison	NOUN
easat-6703	148	4	evaluation	evaluation	NOUN
easat-6703	148	5	the	the	DET
easat-6703	148	6	proposed	propose	VERB
easat-6703	148	7	method	method	NOUN
easat-6703	148	8	,	,	PUNCT
easat-6703	148	9	ts	ts	NOUN
easat-6703	148	10	-	-	PUNCT
easat-6703	148	11	stackedcnn	stackedcnn	NOUN
easat-6703	148	12	,	,	PUNCT
easat-6703	148	13	compared	compare	VERB
easat-6703	148	14	to	to	ADP
easat-6703	148	15	two	two	NUM
easat-6703	148	16	-	-	PUNCT
easat-6703	148	17	layer	layer	NOUN
easat-6703	148	18	stacked	stack	VERB
easat-6703	148	19	lstm	lstm	NOUN
easat-6703	148	20	,	,	PUNCT
easat-6703	148	21	stacked	stack	VERB
easat-6703	148	22	long	long	ADJ
easat-6703	148	23	short	short	ADJ
easat-6703	148	24	-	-	PUNCT
easat-6703	148	25	term	term	NOUN
easat-6703	148	26	memory	memory	NOUN
easat-6703	148	27	(	(	PUNCT
easat-6703	148	28	lstm	lstm	NOUN
easat-6703	148	29	)	)	PUNCT
easat-6703	148	30	with	with	ADP
easat-6703	148	31	complex	complex	ADJ
easat-6703	148	32	event	event	NOUN
easat-6703	148	33	processing	processing	NOUN
easat-6703	148	34	(	(	PUNCT
easat-6703	148	35	cep	cep	NOUN
easat-6703	148	36	)	)	PUNCT
easat-6703	148	37	and	and	CCONJ
easat-6703	148	38	fuzzy	fuzzy	ADJ
easat-6703	148	39	logic	logic	NOUN
easat-6703	148	40	(	(	PUNCT
easat-6703	148	41	fuzzy	fuzzy	NOUN
easat-6703	148	42	-	-	PUNCT
easat-6703	148	43	cep	cep	NOUN
easat-6703	148	44	)	)	PUNCT
easat-6703	148	45	2985	2985	NUM
easat-6703	148	46	edelweiss	edelweiss	PROPN
easat-6703	148	47	applied	apply	VERB
easat-6703	148	48	science	science	NOUN
easat-6703	148	49	and	and	CCONJ
easat-6703	148	50	technology	technology	NOUN
easat-6703	148	51	issn	issn	PROPN
easat-6703	148	52	:	:	PUNCT
easat-6703	148	53	2576	2576	NUM
easat-6703	148	54	-	-	SYM
easat-6703	148	55	8484	8484	NUM
easat-6703	148	56	vol	vol	NOUN
easat-6703	148	57	.	.	PROPN
easat-6703	149	1	9	9	NUM
easat-6703	149	2	,	,	PUNCT
easat-6703	149	3	no	no	INTJ
easat-6703	149	4	.	.	NOUN
easat-6703	149	5	4	4	NUM
easat-6703	149	6	:	:	SYM
easat-6703	149	7	2976	2976	NUM
easat-6703	149	8	-	-	SYM
easat-6703	149	9	2989	2989	NUM
easat-6703	149	10	,	,	PUNCT
easat-6703	149	11	2025	2025	NUM
easat-6703	149	12	doi	doi	NOUN
easat-6703	149	13	:	:	PUNCT
easat-6703	149	14	10.55214/25768484.v9i4.6703	10.55214/25768484.v9i4.6703	NUM
easat-6703	149	15	©	©	PROPN
easat-6703	149	16	2025	2025	NUM
easat-6703	149	17	by	by	ADP
easat-6703	149	18	the	the	DET
easat-6703	149	19	authors	author	NOUN
easat-6703	149	20	;	;	PUNCT
easat-6703	149	21	licensee	licensee	PROPN
easat-6703	149	22	learning	learning	NOUN
easat-6703	149	23	gate	gate	NOUN
easat-6703	150	1	[	[	X
easat-6703	150	2	19	19	NUM
easat-6703	150	3	]	]	ADJ
easat-6703	150	4	methods	method	NOUN
easat-6703	150	5	for	for	ADP
easat-6703	150	6	monitoring	monitor	VERB
easat-6703	150	7	pet	pet	ADJ
easat-6703	150	8	dogs	dog	NOUN
easat-6703	150	9	psychological	psychological	ADJ
easat-6703	150	10	separation	separation	NOUN
easat-6703	150	11	anxiety	anxiety	NOUN
easat-6703	150	12	(	(	PUNCT
easat-6703	150	13	sa	sa	NOUN
easat-6703	150	14	)	)	PUNCT
easat-6703	150	15	symptoms	symptom	NOUN
easat-6703	150	16	;	;	PUNCT
easat-6703	150	17	the	the	DET
easat-6703	150	18	comparison	comparison	NOUN
easat-6703	150	19	was	be	AUX
easat-6703	150	20	evaluated	evaluate	VERB
easat-6703	150	21	in	in	ADP
easat-6703	150	22	terms	term	NOUN
easat-6703	150	23	of	of	ADP
easat-6703	150	24	precision	precision	NOUN
easat-6703	150	25	,	,	PUNCT
easat-6703	150	26	recall	recall	NOUN
easat-6703	150	27	,	,	PUNCT
easat-6703	150	28	and	and	CCONJ
easat-6703	150	29	f1	f1	NOUN
easat-6703	150	30	-	-	PUNCT
easat-6703	150	31	score	score	NOUN
easat-6703	150	32	to	to	PART
easat-6703	150	33	measure	measure	VERB
easat-6703	150	34	each	each	DET
easat-6703	150	35	activity	activity	NOUN
easat-6703	150	36	based	base	VERB
easat-6703	150	37	on	on	ADP
easat-6703	150	38	levels	level	NOUN
easat-6703	150	39	(	(	PUNCT
easat-6703	150	40	level	level	NOUN
easat-6703	150	41	1	1	NUM
easat-6703	150	42	,	,	PUNCT
easat-6703	150	43	2	2	NUM
easat-6703	150	44	,	,	PUNCT
easat-6703	150	45	and	and	CCONJ
easat-6703	150	46	3	3	X
easat-6703	150	47	)	)	PUNCT
easat-6703	150	48	recognition	recognition	NOUN
easat-6703	150	49	performance	performance	NOUN
easat-6703	150	50	.	.	PUNCT
easat-6703	151	1	precision	precision	NOUN
easat-6703	151	2	:	:	PUNCT
easat-6703	151	3	precision	precision	NOUN
easat-6703	151	4	demonstrates	demonstrate	VERB
easat-6703	151	5	the	the	DET
easat-6703	151	6	number	number	NOUN
easat-6703	151	7	of	of	ADP
easat-6703	151	8	true	true	ADJ
easat-6703	151	9	anxiety	anxiety	NOUN
easat-6703	151	10	detections	detection	NOUN
easat-6703	151	11	compared	compare	VERB
easat-6703	151	12	to	to	ADP
easat-6703	151	13	all	all	PRON
easat-6703	151	14	predicted	predict	VERB
easat-6703	151	15	anxiety	anxiety	NOUN
easat-6703	151	16	detections	detection	NOUN
easat-6703	151	17	.	.	PUNCT
easat-6703	152	1	meaning	mean	VERB
easat-6703	152	2	it	it	PRON
easat-6703	152	3	displays	display	VERB
easat-6703	152	4	how	how	SCONJ
easat-6703	152	5	well	well	ADV
easat-6703	152	6	the	the	DET
easat-6703	152	7	model	model	NOUN
easat-6703	152	8	works	work	VERB
easat-6703	152	9	to	to	PART
easat-6703	152	10	limit	limit	VERB
easat-6703	152	11	false	false	ADJ
easat-6703	152	12	positives	positive	NOUN
easat-6703	152	13	,	,	PUNCT
easat-6703	152	14	and	and	CCONJ
easat-6703	152	15	thus	thus	ADV
easat-6703	152	16	flagged	flag	VERB
easat-6703	152	17	only	only	ADV
easat-6703	152	18	anxious	anxious	ADJ
easat-6703	152	19	dogs	dog	NOUN
easat-6703	152	20	.	.	PUNCT
easat-6703	153	1	the	the	DET
easat-6703	153	2	system	system	NOUN
easat-6703	153	3	was	be	AUX
easat-6703	153	4	good	good	ADJ
easat-6703	153	5	at	at	ADP
easat-6703	153	6	the	the	DET
easat-6703	153	7	task	task	NOUN
easat-6703	153	8	because	because	SCONJ
easat-6703	153	9	of	of	ADP
easat-6703	153	10	the	the	DET
easat-6703	153	11	learning	learning	NOUN
easat-6703	153	12	and	and	CCONJ
easat-6703	153	13	classification	classification	NOUN
easat-6703	153	14	of	of	ADP
easat-6703	153	15	features	feature	NOUN
easat-6703	153	16	.	.	PUNCT
easat-6703	154	1	recall	recall	NOUN
easat-6703	154	2	:	:	PUNCT
easat-6703	154	3	recall	recall	PROPN
easat-6703	154	4	evaluates	evaluate	VERB
easat-6703	154	5	the	the	DET
easat-6703	154	6	capability	capability	NOUN
easat-6703	154	7	of	of	ADP
easat-6703	154	8	identifying	identify	VERB
easat-6703	154	9	every	every	DET
easat-6703	154	10	actual	actual	ADJ
easat-6703	154	11	anxiety	anxiety	NOUN
easat-6703	154	12	occurrence	occurrence	NOUN
easat-6703	154	13	.	.	PUNCT
easat-6703	155	1	it	it	PRON
easat-6703	155	2	is	be	AUX
easat-6703	155	3	primarily	primarily	ADV
easat-6703	155	4	concerned	concerned	ADJ
easat-6703	155	5	with	with	ADP
easat-6703	155	6	how	how	SCONJ
easat-6703	155	7	accurately	accurately	ADV
easat-6703	155	8	the	the	DET
easat-6703	155	9	system	system	NOUN
easat-6703	155	10	can	can	AUX
easat-6703	155	11	identify	identify	VERB
easat-6703	155	12	true	true	ADJ
easat-6703	155	13	anxiety	anxiety	NOUN
easat-6703	155	14	from	from	ADP
easat-6703	155	15	the	the	DET
easat-6703	155	16	sensor	sensor	NOUN
easat-6703	155	17	data	datum	NOUN
easat-6703	155	18	and	and	CCONJ
easat-6703	155	19	,	,	PUNCT
easat-6703	155	20	by	by	ADP
easat-6703	155	21	capturing	capture	VERB
easat-6703	155	22	more	more	ADJ
easat-6703	155	23	true	true	ADJ
easat-6703	155	24	cases	case	NOUN
easat-6703	155	25	,	,	PUNCT
easat-6703	155	26	reduce	reduce	VERB
easat-6703	155	27	the	the	DET
easat-6703	155	28	chances	chance	NOUN
easat-6703	155	29	of	of	ADP
easat-6703	155	30	missing	miss	VERB
easat-6703	155	31	a	a	DET
easat-6703	155	32	real	real	ADJ
easat-6703	155	33	case	case	NOUN
easat-6703	155	34	.	.	PUNCT
easat-6703	156	1	a	a	DET
easat-6703	156	2	high	high	ADJ
easat-6703	156	3	rate	rate	NOUN
easat-6703	156	4	of	of	ADP
easat-6703	156	5	recall	recall	NOUN
easat-6703	156	6	means	mean	VERB
easat-6703	156	7	the	the	DET
easat-6703	156	8	model	model	NOUN
easat-6703	156	9	is	be	AUX
easat-6703	156	10	trustworthy	trustworthy	ADJ
easat-6703	156	11	enough	enough	ADV
easat-6703	156	12	to	to	PART
easat-6703	156	13	inform	inform	VERB
easat-6703	156	14	a	a	DET
easat-6703	156	15	behavioral	behavioral	ADJ
easat-6703	156	16	intervention	intervention	NOUN
easat-6703	156	17	through	through	ADP
easat-6703	156	18	physiological	physiological	ADJ
easat-6703	156	19	monitoring	monitoring	NOUN
easat-6703	156	20	.	.	PUNCT
easat-6703	157	1	f1	f1	NOUN
easat-6703	157	2	-	-	PUNCT
easat-6703	157	3	score	score	NOUN
easat-6703	157	4	:	:	PUNCT
easat-6703	157	5	the	the	DET
easat-6703	157	6	f1	f1	ADJ
easat-6703	157	7	-	-	PUNCT
easat-6703	157	8	score	score	NOUN
easat-6703	157	9	balances	balance	NOUN
easat-6703	157	10	false	false	ADJ
easat-6703	157	11	positives	positive	NOUN
easat-6703	157	12	and	and	CCONJ
easat-6703	157	13	false	false	ADJ
easat-6703	157	14	negatives	negative	NOUN
easat-6703	157	15	by	by	ADP
easat-6703	157	16	taking	take	VERB
easat-6703	157	17	the	the	DET
easat-6703	157	18	harmonic	harmonic	ADJ
easat-6703	157	19	mean	mean	NOUN
easat-6703	157	20	of	of	ADP
easat-6703	157	21	accuracy	accuracy	NOUN
easat-6703	157	22	and	and	CCONJ
easat-6703	157	23	recall	recall	NOUN
easat-6703	157	24	.	.	PUNCT
easat-6703	158	1	it	it	PRON
easat-6703	158	2	represents	represent	VERB
easat-6703	158	3	the	the	DET
easat-6703	158	4	model	model	NOUN
easat-6703	158	5	performance	performance	NOUN
easat-6703	158	6	in	in	ADP
easat-6703	158	7	discerning	discern	VERB
easat-6703	158	8	canine	canine	ADJ
easat-6703	158	9	anxiety	anxiety	NOUN
easat-6703	158	10	with	with	ADP
easat-6703	158	11	accuracy	accuracy	NOUN
easat-6703	158	12	and	and	CCONJ
easat-6703	158	13	consistency	consistency	NOUN
easat-6703	158	14	.	.	PUNCT
easat-6703	159	1	it	it	PRON
easat-6703	159	2	is	be	AUX
easat-6703	159	3	crucial	crucial	ADJ
easat-6703	159	4	for	for	SCONJ
easat-6703	159	5	the	the	DET
easat-6703	159	6	hybrid	hybrid	ADJ
easat-6703	159	7	system	system	NOUN
easat-6703	159	8	to	to	PART
easat-6703	159	9	have	have	VERB
easat-6703	159	10	dependable	dependable	ADJ
easat-6703	159	11	stability	stability	NOUN
easat-6703	159	12	in	in	ADP
easat-6703	159	13	real	real	ADJ
easat-6703	159	14	-	-	PUNCT
easat-6703	159	15	time	time	NOUN
easat-6703	159	16	emotional	emotional	ADJ
easat-6703	159	17	state	state	NOUN
easat-6703	159	18	recognition	recognition	NOUN
easat-6703	159	19	.	.	PUNCT
easat-6703	160	1	according	accord	VERB
easat-6703	160	2	to	to	ADP
easat-6703	160	3	table	table	NOUN
easat-6703	160	4	1	1	NUM
easat-6703	160	5	and	and	CCONJ
easat-6703	160	6	figure	figure	VERB
easat-6703	160	7	5	5	NUM
easat-6703	160	8	,	,	PUNCT
easat-6703	160	9	the	the	DET
easat-6703	160	10	two	two	NUM
easat-6703	160	11	layer	layer	NOUN
easat-6703	160	12	stacked	stack	VERB
easat-6703	160	13	lstm	lstm	NOUN
easat-6703	160	14	performed	perform	VERB
easat-6703	160	15	well	well	ADV
easat-6703	160	16	,	,	PUNCT
easat-6703	160	17	achieving	achieve	VERB
easat-6703	160	18	an	an	DET
easat-6703	160	19	f1score	f1score	NOUN
easat-6703	160	20	of	of	ADP
easat-6703	160	21	0.947	0.947	NUM
easat-6703	160	22	,	,	PUNCT
easat-6703	160	23	an	an	DET
easat-6703	160	24	precision	precision	NOUN
easat-6703	160	25	of	of	ADP
easat-6703	160	26	0.948	0.948	NUM
easat-6703	160	27	,	,	PUNCT
easat-6703	160	28	and	and	CCONJ
easat-6703	160	29	a	a	DET
easat-6703	160	30	recall	recall	NOUN
easat-6703	160	31	of	of	ADP
easat-6703	160	32	0.946	0.946	NUM
easat-6703	160	33	.	.	PUNCT
easat-6703	161	1	with	with	ADP
easat-6703	161	2	an	an	DET
easat-6703	161	3	precision	precision	NOUN
easat-6703	161	4	of	of	ADP
easat-6703	161	5	0.950	0.950	NUM
easat-6703	161	6	,	,	PUNCT
easat-6703	161	7	recall	recall	NOUN
easat-6703	161	8	of	of	ADP
easat-6703	161	9	0.949	0.949	NUM
easat-6703	161	10	,	,	PUNCT
easat-6703	161	11	and	and	CCONJ
easat-6703	161	12	an	an	DET
easat-6703	161	13	f1	f1	NOUN
easat-6703	161	14	-	-	PUNCT
easat-6703	161	15	score	score	NOUN
easat-6703	161	16	of	of	ADP
easat-6703	161	17	0.948	0.948	NUM
easat-6703	161	18	,	,	PUNCT
easat-6703	161	19	the	the	DET
easat-6703	161	20	suggested	suggest	VERB
easat-6703	161	21	ts	ts	NOUN
easat-6703	161	22	-	-	PUNCT
easat-6703	161	23	stackedcnn	stackedcnn	NOUN
easat-6703	161	24	performs	perform	VERB
easat-6703	161	25	marginally	marginally	ADV
easat-6703	161	26	better	well	ADV
easat-6703	161	27	,	,	PUNCT
easat-6703	161	28	indicating	indicate	VERB
easat-6703	161	29	that	that	SCONJ
easat-6703	161	30	it	it	PRON
easat-6703	161	31	is	be	AUX
easat-6703	161	32	marginally	marginally	ADV
easat-6703	161	33	more	more	ADV
easat-6703	161	34	effective	effective	ADJ
easat-6703	161	35	in	in	ADP
easat-6703	161	36	identifying	identify	VERB
easat-6703	161	37	anxiety	anxiety	NOUN
easat-6703	161	38	in	in	ADP
easat-6703	161	39	dogs	dog	NOUN
easat-6703	161	40	.	.	PUNCT
easat-6703	162	1	table	table	NOUN
easat-6703	162	2	1	1	NUM
easat-6703	162	3	.	.	PUNCT
easat-6703	162	4	performance	performance	NOUN
easat-6703	162	5	of	of	ADP
easat-6703	162	6	level-1	level-1	NUM
easat-6703	162	7	postures	posture	NOUN
easat-6703	162	8	.	.	PUNCT
easat-6703	163	1	methods	method	NOUN
easat-6703	163	2	metrics	metric	NOUN
easat-6703	163	3	precision	precision	NOUN
easat-6703	163	4	recall	recall	VERB
easat-6703	163	5	f1	f1	NOUN
easat-6703	163	6	-	-	PUNCT
easat-6703	163	7	score	score	NOUN
easat-6703	163	8	two	two	NUM
easat-6703	163	9	-	-	PUNCT
easat-6703	163	10	layer	layer	NOUN
easat-6703	163	11	stacked	stack	VERB
easat-6703	163	12	lstm	lstm	NOUN
easat-6703	163	13	[	[	X
easat-6703	163	14	19	19	NUM
easat-6703	163	15	]	]	PUNCT
easat-6703	163	16	0.948	0.948	NUM
easat-6703	163	17	0.946	0.946	NUM
easat-6703	163	18	0.947	0.947	NUM
easat-6703	163	19	ts	ts	NOUN
easat-6703	163	20	-	-	PUNCT
easat-6703	163	21	stackedcnn	stackedcnn	NOUN
easat-6703	164	1	[	[	X
easat-6703	164	2	proposed	propose	VERB
easat-6703	164	3	]	]	X
easat-6703	164	4	0.950	0.950	NUM
easat-6703	164	5	0.949	0.949	NUM
easat-6703	164	6	0.948	0.948	NUM
easat-6703	164	7	figure	figure	NOUN
easat-6703	164	8	5	5	NUM
easat-6703	164	9	.	.	PUNCT
easat-6703	164	10	comparison	comparison	NOUN
easat-6703	164	11	of	of	ADP
easat-6703	164	12	level-1	level-1	NUM
easat-6703	164	13	postures	posture	NOUN
easat-6703	164	14	.	.	PUNCT
easat-6703	165	1	2986	2986	NUM
easat-6703	165	2	edelweiss	edelweiss	PROPN
easat-6703	165	3	applied	apply	VERB
easat-6703	165	4	science	science	NOUN
easat-6703	165	5	and	and	CCONJ
easat-6703	165	6	technology	technology	NOUN
easat-6703	165	7	issn	issn	PROPN
easat-6703	165	8	:	:	PUNCT
easat-6703	165	9	2576	2576	NUM
easat-6703	165	10	-	-	SYM
easat-6703	165	11	8484	8484	NUM
easat-6703	165	12	vol	vol	NOUN
easat-6703	165	13	.	.	PROPN
easat-6703	166	1	9	9	NUM
easat-6703	166	2	,	,	PUNCT
easat-6703	166	3	no	no	INTJ
easat-6703	166	4	.	.	NOUN
easat-6703	166	5	4	4	NUM
easat-6703	166	6	:	:	SYM
easat-6703	166	7	2976	2976	NUM
easat-6703	166	8	-	-	SYM
easat-6703	166	9	2989	2989	NUM
easat-6703	166	10	,	,	PUNCT
easat-6703	166	11	2025	2025	NUM
easat-6703	166	12	doi	doi	NOUN
easat-6703	166	13	:	:	PUNCT
easat-6703	166	14	10.55214/25768484.v9i4.6703	10.55214/25768484.v9i4.6703	NUM
easat-6703	166	15	©	©	PROPN
easat-6703	166	16	2025	2025	NUM
easat-6703	166	17	by	by	ADP
easat-6703	166	18	the	the	DET
easat-6703	166	19	authors	author	NOUN
easat-6703	166	20	;	;	PUNCT
easat-6703	166	21	licensee	licensee	PROPN
easat-6703	166	22	learning	learn	VERB
easat-6703	166	23	gate	gate	NOUN
easat-6703	166	24	table	table	NOUN
easat-6703	166	25	2	2	NUM
easat-6703	166	26	and	and	CCONJ
easat-6703	166	27	figure	figure	VERB
easat-6703	166	28	6	6	NUM
easat-6703	166	29	demonstrate	demonstrate	VERB
easat-6703	166	30	that	that	SCONJ
easat-6703	166	31	the	the	DET
easat-6703	166	32	stacked	stacked	ADJ
easat-6703	166	33	lstm	lstm	NOUN
easat-6703	166	34	+	+	CCONJ
easat-6703	166	35	cep	cep	NOUN
easat-6703	166	36	method	method	NOUN
easat-6703	166	37	achieves	achieve	VERB
easat-6703	166	38	a	a	DET
easat-6703	166	39	precision	precision	NOUN
easat-6703	166	40	of	of	ADP
easat-6703	166	41	0.945	0.945	NUM
easat-6703	166	42	,	,	PUNCT
easat-6703	166	43	a	a	DET
easat-6703	166	44	recall	recall	NOUN
easat-6703	166	45	of	of	ADP
easat-6703	166	46	0.886	0.886	NUM
easat-6703	166	47	,	,	PUNCT
easat-6703	166	48	and	and	CCONJ
easat-6703	166	49	an	an	DET
easat-6703	166	50	f1	f1	ADJ
easat-6703	166	51	score	score	NOUN
easat-6703	166	52	of	of	ADP
easat-6703	166	53	0.915	0.915	NUM
easat-6703	166	54	,	,	PUNCT
easat-6703	166	55	while	while	SCONJ
easat-6703	166	56	the	the	DET
easat-6703	166	57	ts	ts	NOUN
easat-6703	166	58	-	-	PUNCT
easat-6703	166	59	stackedcnn	stackedcnn	PROPN
easat-6703	166	60	model	model	NOUN
easat-6703	166	61	achieves	achieve	VERB
easat-6703	166	62	a	a	DET
easat-6703	166	63	slightly	slightly	ADV
easat-6703	166	64	better	well	ADJ
easat-6703	166	65	precision	precision	NOUN
easat-6703	166	66	of	of	ADP
easat-6703	166	67	0.946	0.946	NUM
easat-6703	166	68	,	,	PUNCT
easat-6703	166	69	a	a	DET
easat-6703	166	70	recall	recall	NOUN
easat-6703	166	71	of	of	ADP
easat-6703	166	72	0.889	0.889	NUM
easat-6703	166	73	,	,	PUNCT
easat-6703	166	74	and	and	CCONJ
easat-6703	166	75	an	an	DET
easat-6703	166	76	f1	f1	ADJ
easat-6703	166	77	score	score	NOUN
easat-6703	166	78	of	of	ADP
easat-6703	166	79	0.919	0.919	NUM
easat-6703	166	80	.	.	PUNCT
easat-6703	167	1	this	this	PRON
easat-6703	167	2	indicated	indicate	VERB
easat-6703	167	3	that	that	SCONJ
easat-6703	167	4	the	the	DET
easat-6703	167	5	tsstackedcnn	tsstackedcnn	PROPN
easat-6703	167	6	model	model	NOUN
easat-6703	167	7	presented	present	VERB
easat-6703	167	8	a	a	DET
easat-6703	167	9	more	more	ADV
easat-6703	167	10	balanced	balanced	ADJ
easat-6703	167	11	and	and	CCONJ
easat-6703	167	12	somewhat	somewhat	ADV
easat-6703	167	13	more	more	ADV
easat-6703	167	14	successful	successful	ADJ
easat-6703	167	15	strategy	strategy	NOUN
easat-6703	167	16	for	for	ADP
easat-6703	167	17	identifying	identify	VERB
easat-6703	167	18	anxiety	anxiety	NOUN
easat-6703	167	19	in	in	ADP
easat-6703	167	20	companion	companion	NOUN
easat-6703	167	21	dogs	dog	NOUN
easat-6703	167	22	,	,	PUNCT
easat-6703	167	23	given	give	VERB
easat-6703	167	24	the	the	DET
easat-6703	167	25	minor	minor	ADJ
easat-6703	167	26	gains	gain	NOUN
easat-6703	167	27	in	in	ADP
easat-6703	167	28	overall	overall	ADJ
easat-6703	167	29	precision	precision	NOUN
easat-6703	167	30	,	,	PUNCT
easat-6703	167	31	recall	recall	NOUN
easat-6703	167	32	,	,	PUNCT
easat-6703	167	33	and	and	CCONJ
easat-6703	167	34	f1	f1	PROPN
easat-6703	167	35	score	score	NOUN
easat-6703	167	36	.	.	PUNCT
easat-6703	168	1	table	table	NOUN
easat-6703	168	2	2	2	NUM
easat-6703	168	3	.	.	PUNCT
easat-6703	168	4	precision	precision	NOUN
easat-6703	168	5	,	,	PUNCT
easat-6703	168	6	recall	recall	NOUN
easat-6703	168	7	and	and	CCONJ
easat-6703	168	8	f1	f1	ADJ
easat-6703	168	9	-	-	PUNCT
easat-6703	168	10	score	score	NOUN
easat-6703	168	11	performance	performance	NOUN
easat-6703	168	12	of	of	ADP
easat-6703	168	13	level-2	level-2	PROPN
easat-6703	168	14	postures	posture	NOUN
easat-6703	168	15	.	.	PUNCT
easat-6703	169	1	methods	method	NOUN
easat-6703	169	2	metrics	metric	NOUN
easat-6703	169	3	precision	precision	NOUN
easat-6703	169	4	recall	recall	VERB
easat-6703	169	5	f1	f1	NOUN
easat-6703	169	6	-	-	PUNCT
easat-6703	169	7	score	score	NOUN
easat-6703	169	8	stacked	stack	VERB
easat-6703	169	9	lstm	lstm	NOUN
easat-6703	169	10	+	+	CCONJ
easat-6703	169	11	cep	cep	X
easat-6703	169	12	[	[	X
easat-6703	169	13	19	19	NUM
easat-6703	169	14	]	]	SYM
easat-6703	169	15	0.945	0.945	NUM
easat-6703	169	16	0.886	0.886	NUM
easat-6703	169	17	0.915	0.915	NUM
easat-6703	169	18	ts	t	NOUN
easat-6703	169	19	-	-	PUNCT
easat-6703	169	20	stackedcnn	stackedcnn	NOUN
easat-6703	169	21	[	[	X
easat-6703	169	22	proposed	propose	VERB
easat-6703	169	23	]	]	PUNCT
easat-6703	169	24	0.946	0.946	NUM
easat-6703	169	25	0.889	0.889	NUM
easat-6703	169	26	0.919	0.919	NUM
easat-6703	169	27	figure	figure	NOUN
easat-6703	169	28	6	6	NUM
easat-6703	169	29	.	.	PUNCT
easat-6703	169	30	precision	precision	NOUN
easat-6703	169	31	,	,	PUNCT
easat-6703	169	32	recall	recall	NOUN
easat-6703	169	33	and	and	CCONJ
easat-6703	169	34	f1	f1	ADJ
easat-6703	169	35	-	-	PUNCT
easat-6703	169	36	score	score	NOUN
easat-6703	169	37	comparison	comparison	NOUN
easat-6703	169	38	of	of	ADP
easat-6703	169	39	level-2	level-2	PROPN
easat-6703	169	40	postures	posture	NOUN
easat-6703	169	41	.	.	PUNCT
easat-6703	170	1	table	table	NOUN
easat-6703	170	2	3	3	NUM
easat-6703	170	3	and	and	CCONJ
easat-6703	170	4	figure	figure	VERB
easat-6703	170	5	7	7	NUM
easat-6703	170	6	display	display	NOUN
easat-6703	170	7	the	the	DET
easat-6703	170	8	performance	performance	NOUN
easat-6703	170	9	of	of	ADP
easat-6703	170	10	the	the	DET
easat-6703	170	11	stacked	stack	VERB
easat-6703	170	12	lstm	lstm	NOUN
easat-6703	170	13	+	+	CCONJ
easat-6703	170	14	fuzzy	fuzzy	ADJ
easat-6703	170	15	-	-	PUNCT
easat-6703	170	16	cep	cep	NOUN
easat-6703	170	17	model	model	NOUN
easat-6703	170	18	,	,	PUNCT
easat-6703	170	19	which	which	PRON
easat-6703	170	20	achieves	achieve	VERB
easat-6703	170	21	a	a	DET
easat-6703	170	22	precision	precision	NOUN
easat-6703	170	23	of	of	ADP
easat-6703	170	24	0.862	0.862	NUM
easat-6703	170	25	,	,	PUNCT
easat-6703	170	26	recall	recall	NOUN
easat-6703	170	27	of	of	ADP
easat-6703	170	28	0.864	0.864	NUM
easat-6703	170	29	,	,	PUNCT
easat-6703	170	30	and	and	CCONJ
easat-6703	170	31	f1	f1	NOUN
easat-6703	170	32	-	-	PUNCT
easat-6703	170	33	score	score	NOUN
easat-6703	170	34	of	of	ADP
easat-6703	170	35	0.863	0.863	NUM
easat-6703	170	36	.	.	PUNCT
easat-6703	171	1	the	the	DET
easat-6703	171	2	proposed	propose	VERB
easat-6703	171	3	ts	ts	PROPN
easat-6703	171	4	-	-	PUNCT
easat-6703	171	5	stackedcnn	stackedcnn	PROPN
easat-6703	171	6	model	model	NOUN
easat-6703	171	7	has	have	VERB
easat-6703	171	8	a	a	DET
easat-6703	171	9	very	very	ADV
easat-6703	171	10	slight	slight	ADJ
easat-6703	171	11	improvement	improvement	NOUN
easat-6703	171	12	,	,	PUNCT
easat-6703	171	13	with	with	ADP
easat-6703	171	14	a	a	DET
easat-6703	171	15	precision	precision	NOUN
easat-6703	171	16	of	of	ADP
easat-6703	171	17	0.864	0.864	NUM
easat-6703	171	18	,	,	PUNCT
easat-6703	171	19	recall	recall	NOUN
easat-6703	171	20	of	of	ADP
easat-6703	171	21	0.868	0.868	NUM
easat-6703	171	22	,	,	PUNCT
easat-6703	171	23	and	and	CCONJ
easat-6703	171	24	f1	f1	NOUN
easat-6703	171	25	-	-	PUNCT
easat-6703	171	26	score	score	NOUN
easat-6703	171	27	of	of	ADP
easat-6703	171	28	0.865	0.865	NUM
easat-6703	171	29	.	.	PUNCT
easat-6703	172	1	therefore	therefore	ADV
easat-6703	172	2	,	,	PUNCT
easat-6703	172	3	it	it	PRON
easat-6703	172	4	is	be	AUX
easat-6703	172	5	suggested	suggest	VERB
easat-6703	172	6	that	that	SCONJ
easat-6703	172	7	the	the	DET
easat-6703	172	8	proposed	propose	VERB
easat-6703	172	9	ts	ts	NOUN
easat-6703	172	10	-	-	PUNCT
easat-6703	172	11	stackedcnn	stackedcnn	PROPN
easat-6703	172	12	model	model	NOUN
easat-6703	172	13	performed	perform	VERB
easat-6703	172	14	a	a	DET
easat-6703	172	15	little	little	ADJ
easat-6703	172	16	bit	bit	NOUN
easat-6703	172	17	better	well	ADV
easat-6703	172	18	in	in	ADP
easat-6703	172	19	terms	term	NOUN
easat-6703	172	20	of	of	ADP
easat-6703	172	21	precision	precision	NOUN
easat-6703	172	22	and	and	CCONJ
easat-6703	172	23	recall	recall	NOUN
easat-6703	172	24	,	,	PUNCT
easat-6703	172	25	validating	validate	VERB
easat-6703	172	26	its	its	PRON
easat-6703	172	27	performance	performance	NOUN
easat-6703	172	28	in	in	ADP
easat-6703	172	29	detecting	detect	VERB
easat-6703	172	30	anxiety	anxiety	NOUN
easat-6703	172	31	in	in	ADP
easat-6703	172	32	pet	pet	ADJ
easat-6703	172	33	dogs	dog	NOUN
easat-6703	172	34	.	.	PUNCT
easat-6703	173	1	table	table	NOUN
easat-6703	173	2	3	3	NUM
easat-6703	173	3	.	.	PUNCT
easat-6703	174	1	outcomes	outcome	NOUN
easat-6703	174	2	of	of	ADP
easat-6703	174	3	level-3	level-3	PROPN
easat-6703	174	4	postures	posture	NOUN
easat-6703	174	5	.	.	PUNCT
easat-6703	175	1	methods	method	NOUN
easat-6703	175	2	metrics	metric	NOUN
easat-6703	175	3	precision	precision	NOUN
easat-6703	175	4	recall	recall	VERB
easat-6703	175	5	f1	f1	NOUN
easat-6703	175	6	-	-	PUNCT
easat-6703	175	7	score	score	NOUN
easat-6703	175	8	stacked	stack	VERB
easat-6703	175	9	lstm	lstm	NOUN
easat-6703	175	10	+	+	CCONJ
easat-6703	175	11	fuzzy	fuzzy	ADJ
easat-6703	175	12	-	-	PUNCT
easat-6703	175	13	cep	cep	NOUN
easat-6703	175	14	[	[	X
easat-6703	175	15	19	19	NUM
easat-6703	175	16	]	]	SYM
easat-6703	175	17	0.862	0.862	NUM
easat-6703	175	18	0.864	0.864	NUM
easat-6703	175	19	0.863	0.863	NUM
easat-6703	175	20	ts	t	NOUN
easat-6703	175	21	-	-	PUNCT
easat-6703	175	22	stackedcnn	stackedcnn	NOUN
easat-6703	175	23	[	[	X
easat-6703	175	24	proposed	propose	VERB
easat-6703	175	25	]	]	X
easat-6703	175	26	0.864	0.864	NUM
easat-6703	175	27	0.868	0.868	NUM
easat-6703	175	28	0.865	0.865	NUM
easat-6703	175	29	2987	2987	NUM
easat-6703	175	30	edelweiss	edelweiss	PROPN
easat-6703	175	31	applied	apply	VERB
easat-6703	175	32	science	science	NOUN
easat-6703	175	33	and	and	CCONJ
easat-6703	175	34	technology	technology	NOUN
easat-6703	175	35	issn	issn	PROPN
easat-6703	175	36	:	:	PUNCT
easat-6703	175	37	2576	2576	NUM
easat-6703	175	38	-	-	SYM
easat-6703	175	39	8484	8484	NUM
easat-6703	175	40	vol	vol	NOUN
easat-6703	175	41	.	.	PROPN
easat-6703	176	1	9	9	NUM
easat-6703	176	2	,	,	PUNCT
easat-6703	176	3	no	no	INTJ
easat-6703	176	4	.	.	NOUN
easat-6703	176	5	4	4	NUM
easat-6703	176	6	:	:	SYM
easat-6703	176	7	2976	2976	NUM
easat-6703	176	8	-	-	SYM
easat-6703	176	9	2989	2989	NUM
easat-6703	176	10	,	,	PUNCT
easat-6703	176	11	2025	2025	NUM
easat-6703	176	12	doi	doi	NOUN
easat-6703	176	13	:	:	PUNCT
easat-6703	176	14	10.55214/25768484.v9i4.6703	10.55214/25768484.v9i4.6703	NUM
easat-6703	176	15	©	©	PROPN
easat-6703	176	16	2025	2025	NUM
easat-6703	176	17	by	by	ADP
easat-6703	176	18	the	the	DET
easat-6703	176	19	authors	author	NOUN
easat-6703	176	20	;	;	PUNCT
easat-6703	176	21	licensee	licensee	PROPN
easat-6703	176	22	learning	learn	VERB
easat-6703	176	23	gate	gate	NOUN
easat-6703	176	24	figure	figure	NOUN
easat-6703	176	25	7	7	NUM
easat-6703	176	26	.	.	PUNCT
easat-6703	177	1	representation	representation	NOUN
easat-6703	177	2	of	of	ADP
easat-6703	177	3	level-3	level-3	PROPN
easat-6703	177	4	postures	posture	NOUN
easat-6703	177	5	.	.	PUNCT
easat-6703	178	1	dl	dl	PROPN
easat-6703	178	2	algorithms	algorithm	NOUN
easat-6703	178	3	are	be	AUX
easat-6703	178	4	used	use	VERB
easat-6703	178	5	in	in	ADP
easat-6703	178	6	smart	smart	ADJ
easat-6703	178	7	wearable	wearable	ADJ
easat-6703	178	8	pet	pet	ADJ
easat-6703	178	9	solutions	solution	NOUN
easat-6703	178	10	to	to	PART
easat-6703	178	11	control	control	VERB
easat-6703	178	12	and	and	CCONJ
easat-6703	178	13	manage	manage	VERB
easat-6703	178	14	anxiety	anxiety	NOUN
easat-6703	178	15	in	in	ADP
easat-6703	178	16	dogs	dog	NOUN
easat-6703	178	17	.	.	PUNCT
easat-6703	179	1	the	the	DET
easat-6703	179	2	two	two	NUM
easat-6703	179	3	-	-	PUNCT
easat-6703	179	4	layer	layer	NOUN
easat-6703	179	5	stacked	stack	VERB
easat-6703	179	6	lstm	lstm	NOUN
easat-6703	179	7	is	be	AUX
easat-6703	179	8	proficient	proficient	ADJ
easat-6703	179	9	in	in	ADP
easat-6703	179	10	capturing	capture	VERB
easat-6703	179	11	temporal	temporal	ADJ
easat-6703	179	12	dependencies	dependency	NOUN
easat-6703	179	13	but	but	CCONJ
easat-6703	179	14	limited	limit	VERB
easat-6703	179	15	in	in	ADP
easat-6703	179	16	its	its	PRON
easat-6703	179	17	ability	ability	NOUN
easat-6703	179	18	to	to	PART
easat-6703	179	19	extract	extract	VERB
easat-6703	179	20	spatial	spatial	ADJ
easat-6703	179	21	features	feature	NOUN
easat-6703	179	22	,	,	PUNCT
easat-6703	179	23	which	which	PRON
easat-6703	179	24	negatively	negatively	ADV
easat-6703	179	25	impacts	impact	VERB
easat-6703	179	26	the	the	DET
easat-6703	179	27	overall	overall	ADJ
easat-6703	179	28	precision	precision	NOUN
easat-6703	179	29	and	and	CCONJ
easat-6703	179	30	adaptability	adaptability	NOUN
easat-6703	179	31	to	to	ADP
easat-6703	179	32	variations	variation	NOUN
easat-6703	179	33	in	in	ADP
easat-6703	179	34	input	input	NOUN
easat-6703	179	35	complexity	complexity	NOUN
easat-6703	179	36	.	.	PUNCT
easat-6703	180	1	stacked	stack	VERB
easat-6703	180	2	lstm	lstm	NOUN
easat-6703	180	3	+	+	CCONJ
easat-6703	180	4	cep	cep	X
easat-6703	180	5	do	do	AUX
easat-6703	180	6	improve	improve	VERB
easat-6703	180	7	the	the	DET
easat-6703	180	8	context	context	NOUN
easat-6703	180	9	in	in	ADP
easat-6703	180	10	the	the	DET
easat-6703	180	11	data	datum	NOUN
easat-6703	180	12	set	set	VERB
easat-6703	180	13	,	,	PUNCT
easat-6703	180	14	but	but	CCONJ
easat-6703	180	15	it	it	PRON
easat-6703	180	16	has	have	AUX
easat-6703	180	17	been	be	AUX
easat-6703	180	18	noted	note	VERB
easat-6703	180	19	that	that	SCONJ
easat-6703	180	20	the	the	DET
easat-6703	180	21	lower	low	ADJ
easat-6703	180	22	recall	recall	NOUN
easat-6703	180	23	can	can	AUX
easat-6703	180	24	arise	arise	VERB
easat-6703	180	25	due	due	ADP
easat-6703	180	26	to	to	ADP
easat-6703	180	27	a	a	DET
easat-6703	180	28	lack	lack	NOUN
easat-6703	180	29	of	of	ADP
easat-6703	180	30	likelihood	likelihood	NOUN
easat-6703	180	31	of	of	ADP
easat-6703	180	32	spatial	spatial	ADJ
easat-6703	180	33	representation	representation	NOUN
easat-6703	180	34	.	.	PUNCT
easat-6703	181	1	similarly	similarly	ADV
easat-6703	181	2	,	,	PUNCT
easat-6703	181	3	stacked	stack	VERB
easat-6703	181	4	lstm	lstm	NOUN
easat-6703	181	5	+	+	CCONJ
easat-6703	181	6	fuzzy	fuzzy	ADJ
easat-6703	181	7	-	-	PUNCT
easat-6703	181	8	cep	cep	ADV
easat-6703	181	9	incorporated	incorporate	VERB
easat-6703	181	10	fuzzy	fuzzy	ADJ
easat-6703	181	11	logic	logic	NOUN
easat-6703	181	12	to	to	PART
easat-6703	181	13	help	help	VERB
easat-6703	181	14	acknowledge	acknowledge	VERB
easat-6703	181	15	uncertainty	uncertainty	NOUN
easat-6703	181	16	,	,	PUNCT
easat-6703	181	17	while	while	SCONJ
easat-6703	181	18	this	this	PRON
easat-6703	181	19	led	lead	VERB
easat-6703	181	20	to	to	ADP
easat-6703	181	21	the	the	DET
easat-6703	181	22	previous	previous	ADJ
easat-6703	181	23	method	method	NOUN
easat-6703	181	24	lacking	lack	VERB
easat-6703	181	25	in	in	ADP
easat-6703	181	26	depth	depth	NOUN
easat-6703	181	27	of	of	ADP
easat-6703	181	28	feature	feature	NOUN
easat-6703	181	29	learning	learning	NOUN
easat-6703	181	30	and	and	CCONJ
easat-6703	181	31	consequently	consequently	ADV
easat-6703	181	32	performing	perform	VERB
easat-6703	181	33	moderately	moderately	ADV
easat-6703	181	34	.	.	PUNCT
easat-6703	182	1	thus	thus	ADV
easat-6703	182	2	,	,	PUNCT
easat-6703	182	3	the	the	DET
easat-6703	182	4	introduced	introduce	VERB
easat-6703	182	5	method	method	NOUN
easat-6703	182	6	,	,	PUNCT
easat-6703	182	7	ts	ts	NOUN
easat-6703	182	8	-	-	PUNCT
easat-6703	182	9	stackedcnn	stackedcnn	NOUN
easat-6703	182	10	,	,	PUNCT
easat-6703	182	11	provides	provide	VERB
easat-6703	182	12	and	and	CCONJ
easat-6703	182	13	demonstrates	demonstrate	VERB
easat-6703	182	14	how	how	SCONJ
easat-6703	182	15	temporal	temporal	ADJ
easat-6703	182	16	and	and	CCONJ
easat-6703	182	17	spatial	spatial	ADJ
easat-6703	182	18	learning	learning	NOUN
easat-6703	182	19	can	can	AUX
easat-6703	182	20	be	be	AUX
easat-6703	182	21	integrated	integrate	VERB
easat-6703	182	22	,	,	PUNCT
easat-6703	182	23	using	use	VERB
easat-6703	182	24	hybrid	hybrid	ADJ
easat-6703	182	25	architecture	architecture	NOUN
easat-6703	182	26	to	to	PART
easat-6703	182	27	enable	enable	VERB
easat-6703	182	28	continuity	continuity	NOUN
easat-6703	182	29	in	in	ADP
easat-6703	182	30	sequential	sequential	ADJ
easat-6703	182	31	dependence	dependence	NOUN
easat-6703	182	32	while	while	SCONJ
easat-6703	182	33	providing	provide	VERB
easat-6703	182	34	localized	localized	ADJ
easat-6703	182	35	features	feature	NOUN
easat-6703	182	36	.	.	PUNCT
easat-6703	183	1	furthermore	furthermore	ADV
easat-6703	183	2	,	,	PUNCT
easat-6703	183	3	the	the	DET
easat-6703	183	4	ability	ability	NOUN
easat-6703	183	5	to	to	PART
easat-6703	183	6	generalize	generalize	VERB
easat-6703	183	7	and	and	CCONJ
easat-6703	183	8	learn	learn	VERB
easat-6703	183	9	from	from	ADP
easat-6703	183	10	both	both	CCONJ
easat-6703	183	11	the	the	DET
easat-6703	183	12	temporal	temporal	ADJ
easat-6703	183	13	and	and	CCONJ
easat-6703	183	14	spatial	spatial	ADJ
easat-6703	183	15	domains	domain	NOUN
easat-6703	183	16	likely	likely	ADV
easat-6703	183	17	contributes	contribute	VERB
easat-6703	183	18	to	to	ADP
easat-6703	183	19	the	the	DET
easat-6703	183	20	overall	overall	ADJ
easat-6703	183	21	improvement	improvement	NOUN
easat-6703	183	22	in	in	ADP
easat-6703	183	23	all	all	DET
easat-6703	183	24	key	key	ADJ
easat-6703	183	25	metrics	metric	NOUN
easat-6703	183	26	,	,	PUNCT
easat-6703	183	27	as	as	ADV
easat-6703	183	28	well	well	ADV
easat-6703	183	29	as	as	ADP
easat-6703	183	30	providing	provide	VERB
easat-6703	183	31	more	more	ADV
easat-6703	183	32	accurate	accurate	ADJ
easat-6703	183	33	and	and	CCONJ
easat-6703	183	34	robust	robust	ADJ
easat-6703	183	35	prediction	prediction	NOUN
easat-6703	183	36	on	on	ADP
easat-6703	183	37	dynamic	dynamic	ADJ
easat-6703	183	38	strength	strength	NOUN
easat-6703	183	39	,	,	PUNCT
easat-6703	183	40	developed	develop	VERB
easat-6703	183	41	via	via	ADP
easat-6703	183	42	additive	additive	ADJ
easat-6703	183	43	manufactured	manufacture	VERB
easat-6703	183	44	composite	composite	ADJ
easat-6703	183	45	materials	material	NOUN
easat-6703	183	46	.	.	PUNCT
easat-6703	184	1	5	5	X
easat-6703	184	2	.	.	X
easat-6703	184	3	conclusion	conclusion	NOUN
easat-6703	184	4	a	a	DET
easat-6703	184	5	novel	novel	ADJ
easat-6703	184	6	method	method	NOUN
easat-6703	184	7	utilizing	utilize	VERB
easat-6703	184	8	a	a	DET
easat-6703	184	9	ts	ts	NOUN
easat-6703	184	10	-	-	PUNCT
easat-6703	184	11	stackedcnn	stackedcnn	NOUN
easat-6703	184	12	model	model	NOUN
easat-6703	184	13	integrated	integrate	VERB
easat-6703	184	14	with	with	ADP
easat-6703	184	15	smart	smart	ADJ
easat-6703	184	16	thin	thin	ADJ
easat-6703	184	17	film	film	NOUN
easat-6703	184	18	sensors	sensor	NOUN
easat-6703	184	19	to	to	PART
easat-6703	184	20	detect	detect	VERB
easat-6703	184	21	,	,	PUNCT
easat-6703	184	22	and	and	CCONJ
easat-6703	184	23	mediate	mediate	VERB
easat-6703	184	24	canine	canine	NOUN
easat-6703	184	25	anxiety	anxiety	NOUN
easat-6703	184	26	.	.	PUNCT
easat-6703	185	1	the	the	DET
easat-6703	185	2	data	datum	NOUN
easat-6703	185	3	confirms	confirm	VERB
easat-6703	185	4	that	that	SCONJ
easat-6703	185	5	anxiety	anxiety	NOUN
easat-6703	185	6	was	be	AUX
easat-6703	185	7	categorized	categorize	VERB
easat-6703	185	8	into	into	ADP
easat-6703	185	9	three	three	NUM
easat-6703	185	10	levels	level	NOUN
easat-6703	185	11	of	of	ADP
easat-6703	185	12	severity	severity	NOUN
easat-6703	185	13	level	level	NOUN
easat-6703	185	14	1	1	NUM
easat-6703	185	15	indicates	indicate	VERB
easat-6703	185	16	no	no	DET
easat-6703	185	17	anxiety	anxiety	NOUN
easat-6703	185	18	,	,	PUNCT
easat-6703	185	19	level	level	NOUN
easat-6703	185	20	2	2	NUM
easat-6703	185	21	indicates	indicate	VERB
easat-6703	185	22	moderate	moderate	ADJ
easat-6703	185	23	anxiety	anxiety	NOUN
easat-6703	185	24	,	,	PUNCT
easat-6703	185	25	and	and	CCONJ
easat-6703	185	26	level	level	NOUN
easat-6703	185	27	3	3	NUM
easat-6703	185	28	indicates	indicate	VERB
easat-6703	185	29	high	high	ADJ
easat-6703	185	30	anxiety	anxiety	NOUN
easat-6703	185	31	.	.	PUNCT
easat-6703	186	1	the	the	DET
easat-6703	186	2	first	first	ADJ
easat-6703	186	3	step	step	NOUN
easat-6703	186	4	in	in	ADP
easat-6703	186	5	preparing	prepare	VERB
easat-6703	186	6	the	the	DET
easat-6703	186	7	raw	raw	ADJ
easat-6703	186	8	sensor	sensor	NOUN
easat-6703	186	9	data	datum	NOUN
easat-6703	186	10	for	for	ADP
easat-6703	186	11	analysis	analysis	NOUN
easat-6703	186	12	was	be	AUX
easat-6703	186	13	applying	apply	VERB
easat-6703	186	14	a	a	DET
easat-6703	186	15	gabor	gabor	NOUN
easat-6703	186	16	filter	filter	NOUN
easat-6703	186	17	during	during	ADP
easat-6703	186	18	preprocessing	preprocesse	VERB
easat-6703	186	19	to	to	PART
easat-6703	186	20	remove	remove	VERB
easat-6703	186	21	noise	noise	NOUN
easat-6703	186	22	and	and	CCONJ
easat-6703	186	23	outliers	outlier	NOUN
easat-6703	186	24	so	so	SCONJ
easat-6703	186	25	that	that	PRON
easat-6703	186	26	features	feature	VERB
easat-6703	186	27	that	that	PRON
easat-6703	186	28	would	would	AUX
easat-6703	186	29	be	be	AUX
easat-6703	186	30	related	relate	VERB
easat-6703	186	31	to	to	ADP
easat-6703	186	32	the	the	DET
easat-6703	186	33	data	datum	NOUN
easat-6703	186	34	could	could	AUX
easat-6703	186	35	be	be	AUX
easat-6703	186	36	further	far	ADV
easat-6703	186	37	analyzed	analyze	VERB
easat-6703	186	38	.	.	PUNCT
easat-6703	187	1	features	feature	NOUN
easat-6703	187	2	are	be	AUX
easat-6703	187	3	then	then	ADV
easat-6703	187	4	extracted	extract	VERB
easat-6703	187	5	by	by	ADP
easat-6703	187	6	linear	linear	PROPN
easat-6703	187	7	discriminant	discriminant	ADJ
easat-6703	187	8	analysis	analysis	NOUN
easat-6703	187	9	(	(	PUNCT
easat-6703	187	10	lda	lda	PROPN
easat-6703	187	11	)	)	PUNCT
easat-6703	187	12	,	,	PUNCT
easat-6703	187	13	that	that	ADV
easat-6703	187	14	is	is	ADV
easat-6703	187	15	,	,	PUNCT
easat-6703	187	16	identifying	identify	VERB
easat-6703	187	17	the	the	DET
easat-6703	187	18	features	feature	NOUN
easat-6703	187	19	that	that	PRON
easat-6703	187	20	separate	separate	VERB
easat-6703	187	21	the	the	DET
easat-6703	187	22	different	different	ADJ
easat-6703	187	23	levels	level	NOUN
easat-6703	187	24	of	of	ADP
easat-6703	187	25	anxiety	anxiety	NOUN
easat-6703	187	26	.	.	PUNCT
easat-6703	188	1	with	with	ADP
easat-6703	188	2	level	level	NOUN
easat-6703	188	3	1	1	NUM
easat-6703	188	4	(	(	PUNCT
easat-6703	188	5	accuracy	accuracy	NOUN
easat-6703	188	6	of	of	ADP
easat-6703	188	7	0.950	0.950	NUM
easat-6703	188	8	,	,	PUNCT
easat-6703	188	9	recall	recall	NOUN
easat-6703	188	10	of	of	ADP
easat-6703	188	11	0.949	0.949	NUM
easat-6703	188	12	,	,	PUNCT
easat-6703	188	13	and	and	CCONJ
easat-6703	188	14	f1	f1	NOUN
easat-6703	188	15	-	-	PUNCT
easat-6703	188	16	score	score	NOUN
easat-6703	188	17	of	of	ADP
easat-6703	188	18	0.948	0.948	NUM
easat-6703	188	19	)	)	PUNCT
easat-6703	188	20	,	,	PUNCT
easat-6703	188	21	level	level	NOUN
easat-6703	188	22	2	2	NUM
easat-6703	188	23	(	(	PUNCT
easat-6703	188	24	precision	precision	NOUN
easat-6703	188	25	of	of	ADP
easat-6703	188	26	0.946	0.946	NUM
easat-6703	188	27	,	,	PUNCT
easat-6703	188	28	recall	recall	NOUN
easat-6703	188	29	of	of	ADP
easat-6703	188	30	0.889	0.889	NUM
easat-6703	188	31	,	,	PUNCT
easat-6703	188	32	and	and	CCONJ
easat-6703	188	33	f1	f1	NOUN
easat-6703	188	34	-	-	PUNCT
easat-6703	188	35	score	score	NOUN
easat-6703	188	36	of	of	ADP
easat-6703	188	37	0.919	0.919	NUM
easat-6703	188	38	)	)	PUNCT
easat-6703	188	39	,	,	PUNCT
easat-6703	188	40	and	and	CCONJ
easat-6703	188	41	level	level	NOUN
easat-6703	188	42	3	3	NUM
easat-6703	188	43	(	(	PUNCT
easat-6703	188	44	precision	precision	NOUN
easat-6703	188	45	of	of	ADP
easat-6703	188	46	0.864	0.864	NUM
easat-6703	188	47	,	,	PUNCT
easat-6703	188	48	recall	recall	NOUN
easat-6703	188	49	of	of	ADP
easat-6703	188	50	0.868	0.868	NUM
easat-6703	188	51	,	,	PUNCT
easat-6703	188	52	and	and	CCONJ
easat-6703	188	53	f1	f1	NOUN
easat-6703	188	54	-	-	PUNCT
easat-6703	188	55	score	score	NOUN
easat-6703	188	56	of	of	ADP
easat-6703	188	57	0.865	0.865	NUM
easat-6703	188	58	)	)	PUNCT
easat-6703	188	59	,	,	PUNCT
easat-6703	188	60	the	the	DET
easat-6703	188	61	ts	ts	NOUN
easat-6703	188	62	-	-	PUNCT
easat-6703	188	63	stackedcnn	stackedcnn	NOUN
easat-6703	188	64	model	model	NOUN
easat-6703	188	65	2988	2988	NUM
easat-6703	188	66	edelweiss	edelweiss	PROPN
easat-6703	188	67	applied	apply	VERB
easat-6703	188	68	science	science	NOUN
easat-6703	188	69	and	and	CCONJ
easat-6703	188	70	technology	technology	NOUN
easat-6703	188	71	issn	issn	PROPN
easat-6703	188	72	:	:	PUNCT
easat-6703	188	73	2576	2576	NUM
easat-6703	188	74	-	-	SYM
easat-6703	188	75	8484	8484	NUM
easat-6703	188	76	vol	vol	NOUN
easat-6703	188	77	.	.	PROPN
easat-6703	189	1	9	9	NUM
easat-6703	189	2	,	,	PUNCT
easat-6703	189	3	no	no	INTJ
easat-6703	189	4	.	.	NOUN
easat-6703	189	5	4	4	NUM
easat-6703	189	6	:	:	SYM
easat-6703	189	7	2976	2976	NUM
easat-6703	189	8	-	-	SYM
easat-6703	189	9	2989	2989	NUM
easat-6703	189	10	,	,	PUNCT
easat-6703	189	11	2025	2025	NUM
easat-6703	189	12	doi	doi	NOUN
easat-6703	189	13	:	:	PUNCT
easat-6703	189	14	10.55214/25768484.v9i4.6703	10.55214/25768484.v9i4.6703	NUM
easat-6703	189	15	©	©	PROPN
easat-6703	189	16	2025	2025	NUM
easat-6703	189	17	by	by	ADP
easat-6703	189	18	the	the	DET
easat-6703	189	19	authors	author	NOUN
easat-6703	189	20	;	;	PUNCT
easat-6703	189	21	licensee	licensee	PROPN
easat-6703	189	22	learning	learning	NOUN
easat-6703	189	23	gate	gate	NOUN
easat-6703	189	24	showed	show	VERB
easat-6703	189	25	high	high	ADJ
easat-6703	189	26	performance	performance	NOUN
easat-6703	189	27	following	follow	VERB
easat-6703	189	28	feature	feature	NOUN
easat-6703	189	29	extraction	extraction	NOUN
easat-6703	189	30	.	.	PUNCT
easat-6703	190	1	one	one	NUM
easat-6703	190	2	limitation	limitation	NOUN
easat-6703	190	3	within	within	ADP
easat-6703	190	4	this	this	DET
easat-6703	190	5	research	research	NOUN
easat-6703	190	6	is	be	AUX
easat-6703	190	7	the	the	DET
easat-6703	190	8	use	use	NOUN
easat-6703	190	9	of	of	ADP
easat-6703	190	10	only	only	ADV
easat-6703	190	11	a	a	DET
easat-6703	190	12	single	single	ADJ
easat-6703	190	13	dataset	dataset	NOUN
easat-6703	190	14	,	,	PUNCT
easat-6703	190	15	which	which	PRON
easat-6703	190	16	does	do	AUX
easat-6703	190	17	not	not	PART
easat-6703	190	18	represent	represent	VERB
easat-6703	190	19	the	the	DET
easat-6703	190	20	full	full	ADJ
easat-6703	190	21	range	range	NOUN
easat-6703	190	22	of	of	ADP
easat-6703	190	23	dog	dog	NOUN
easat-6703	190	24	behaviors	behavior	NOUN
easat-6703	190	25	in	in	ADP
easat-6703	190	26	multiple	multiple	ADJ
easat-6703	190	27	settings	setting	NOUN
easat-6703	190	28	.	.	PUNCT
easat-6703	191	1	future	future	ADJ
easat-6703	191	2	research	research	NOUN
easat-6703	191	3	should	should	AUX
easat-6703	191	4	investigate	investigate	VERB
easat-6703	191	5	expanding	expand	VERB
easat-6703	191	6	the	the	DET
easat-6703	191	7	dataset	dataset	NOUN
easat-6703	191	8	across	across	ADP
easat-6703	191	9	various	various	ADJ
easat-6703	191	10	breeds	breed	NOUN
easat-6703	191	11	and	and	CCONJ
easat-6703	191	12	settings	setting	NOUN
easat-6703	191	13	,	,	PUNCT
easat-6703	191	14	which	which	PRON
easat-6703	191	15	would	would	AUX
easat-6703	191	16	allow	allow	VERB
easat-6703	191	17	for	for	ADP
easat-6703	191	18	improved	improved	ADJ
easat-6703	191	19	generalization	generalization	NOUN
easat-6703	191	20	of	of	ADP
easat-6703	191	21	the	the	DET
easat-6703	191	22	model	model	NOUN
easat-6703	191	23	,	,	PUNCT
easat-6703	191	24	as	as	ADV
easat-6703	191	25	well	well	ADV
easat-6703	191	26	as	as	ADP
easat-6703	191	27	adding	add	VERB
easat-6703	191	28	additional	additional	ADJ
easat-6703	191	29	sensors	sensor	NOUN
easat-6703	191	30	to	to	PART
easat-6703	191	31	detect	detect	VERB
easat-6703	191	32	and	and	CCONJ
easat-6703	191	33	regulate	regulate	VERB
easat-6703	191	34	anxiety	anxiety	NOUN
easat-6703	191	35	more	more	ADV
easat-6703	191	36	fully	fully	ADV
easat-6703	191	37	.	.	PUNCT
easat-6703	192	1	transparency	transparency	NOUN
easat-6703	192	2	:	:	PUNCT
easat-6703	192	3	the	the	DET
easat-6703	192	4	authors	author	NOUN
easat-6703	192	5	confirm	confirm	VERB
easat-6703	192	6	that	that	SCONJ
easat-6703	192	7	the	the	DET
easat-6703	192	8	manuscript	manuscript	NOUN
easat-6703	192	9	is	be	AUX
easat-6703	192	10	an	an	DET
easat-6703	192	11	honest	honest	ADJ
easat-6703	192	12	,	,	PUNCT
easat-6703	192	13	accurate	accurate	ADJ
easat-6703	192	14	,	,	PUNCT
easat-6703	192	15	and	and	CCONJ
easat-6703	192	16	transparent	transparent	ADJ
easat-6703	192	17	account	account	NOUN
easat-6703	192	18	of	of	ADP
easat-6703	192	19	the	the	DET
easat-6703	192	20	study	study	NOUN
easat-6703	192	21	;	;	PUNCT
easat-6703	192	22	that	that	SCONJ
easat-6703	192	23	no	no	DET
easat-6703	192	24	vital	vital	ADJ
easat-6703	192	25	features	feature	NOUN
easat-6703	192	26	of	of	ADP
easat-6703	192	27	the	the	DET
easat-6703	192	28	study	study	NOUN
easat-6703	192	29	have	have	AUX
easat-6703	192	30	been	be	AUX
easat-6703	192	31	omitted	omit	VERB
easat-6703	192	32	;	;	PUNCT
easat-6703	192	33	and	and	CCONJ
easat-6703	192	34	that	that	SCONJ
easat-6703	192	35	any	any	DET
easat-6703	192	36	discrepancies	discrepancy	NOUN
easat-6703	192	37	from	from	ADP
easat-6703	192	38	the	the	DET
easat-6703	192	39	study	study	NOUN
easat-6703	192	40	as	as	SCONJ
easat-6703	192	41	planned	plan	VERB
easat-6703	192	42	have	have	AUX
easat-6703	192	43	been	be	AUX
easat-6703	192	44	explained	explain	VERB
easat-6703	192	45	.	.	PUNCT
easat-6703	193	1	this	this	DET
easat-6703	193	2	study	study	NOUN
easat-6703	193	3	followed	follow	VERB
easat-6703	193	4	all	all	DET
easat-6703	193	5	ethical	ethical	ADJ
easat-6703	193	6	practices	practice	NOUN
easat-6703	193	7	during	during	ADP
easat-6703	193	8	writing	writing	NOUN
easat-6703	193	9	.	.	PUNCT
easat-6703	194	1	copyright	copyright	NOUN
easat-6703	194	2	:	:	PUNCT
easat-6703	194	3	©	©	PROPN
easat-6703	194	4	2025	2025	NUM
easat-6703	194	5	by	by	ADP
easat-6703	194	6	the	the	DET
easat-6703	194	7	authors	author	NOUN
easat-6703	194	8	.	.	PUNCT
easat-6703	195	1	this	this	DET
easat-6703	195	2	open	open	ADJ
easat-6703	195	3	-	-	PUNCT
easat-6703	195	4	access	access	NOUN
easat-6703	195	5	article	article	NOUN
easat-6703	195	6	is	be	AUX
easat-6703	195	7	distributed	distribute	VERB
easat-6703	195	8	under	under	ADP
easat-6703	195	9	the	the	DET
easat-6703	195	10	terms	term	NOUN
easat-6703	195	11	and	and	CCONJ
easat-6703	195	12	conditions	condition	NOUN
easat-6703	195	13	of	of	ADP
easat-6703	195	14	the	the	DET
easat-6703	195	15	creative	creative	ADJ
easat-6703	195	16	commons	common	NOUN
easat-6703	195	17	attribution	attribution	NOUN
easat-6703	195	18	(	(	PUNCT
easat-6703	195	19	cc	cc	NOUN
easat-6703	195	20	by	by	ADP
easat-6703	195	21	)	)	PUNCT
easat-6703	195	22	license	license	NOUN
easat-6703	195	23	(	(	PUNCT
easat-6703	195	24	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-6703	195	25	)	)	PUNCT
easat-6703	195	26	.	.	PUNCT
easat-6703	196	1	references	reference	NOUN
easat-6703	196	2	[	[	X
easat-6703	196	3	1	1	NUM
easat-6703	196	4	]	]	PUNCT
easat-6703	196	5	r.	r.	PROPN
easat-6703	196	6	y.	y.	PROPN
easat-6703	196	7	acharya	acharya	PROPN
easat-6703	196	8	,	,	PUNCT
easat-6703	196	9	p.	p.	PROPN
easat-6703	196	10	h.	h.	PROPN
easat-6703	196	11	hemsworth	hemsworth	PROPN
easat-6703	196	12	,	,	PUNCT
easat-6703	196	13	g.	g.	PROPN
easat-6703	196	14	j.	j.	PROPN
easat-6703	196	15	coleman	coleman	PROPN
easat-6703	196	16	,	,	PUNCT
easat-6703	196	17	and	and	CCONJ
easat-6703	196	18	j.	j.	PROPN
easat-6703	196	19	e.	e.	PROPN
easat-6703	196	20	kinder	kinder	PROPN
easat-6703	196	21	,	,	PUNCT
easat-6703	196	22	"	"	PUNCT
easat-6703	196	23	the	the	DET
easat-6703	196	24	animal	animal	NOUN
easat-6703	196	25	-	-	PUNCT
easat-6703	196	26	human	human	NOUN
easat-6703	196	27	interface	interface	NOUN
easat-6703	196	28	in	in	ADP
easat-6703	196	29	farm	farm	NOUN
easat-6703	196	30	animal	animal	NOUN
easat-6703	196	31	production	production	NOUN
easat-6703	196	32	:	:	PUNCT
easat-6703	196	33	animal	animal	NOUN
easat-6703	196	34	fear	fear	NOUN
easat-6703	196	35	,	,	PUNCT
easat-6703	196	36	stress	stress	NOUN
easat-6703	196	37	,	,	PUNCT
easat-6703	196	38	reproduction	reproduction	NOUN
easat-6703	196	39	and	and	CCONJ
easat-6703	196	40	welfare	welfare	NOUN
easat-6703	196	41	,	,	PUNCT
easat-6703	196	42	"	"	PUNCT
easat-6703	196	43	animals	animal	NOUN
easat-6703	196	44	,	,	PUNCT
easat-6703	196	45	vol	vol	NOUN
easat-6703	196	46	.	.	PROPN
easat-6703	197	1	12	12	NUM
easat-6703	197	2	,	,	PUNCT
easat-6703	197	3	no	no	INTJ
easat-6703	197	4	.	.	NOUN
easat-6703	197	5	4	4	NUM
easat-6703	197	6	,	,	PUNCT
easat-6703	197	7	p.	p.	NOUN
easat-6703	197	8	487	487	NUM
easat-6703	197	9	,	,	PUNCT
easat-6703	197	10	2022	2022	NUM
easat-6703	197	11	.	.	PUNCT
easat-6703	198	1	https://doi.org/10.3390/ani12040487	https://doi.org/10.3390/ani12040487	PROPN
easat-6703	199	1	[	[	X
easat-6703	199	2	2	2	NUM
easat-6703	199	3	]	]	PUNCT
easat-6703	199	4	j.	j.	PROPN
easat-6703	199	5	a.	a.	PROPN
easat-6703	199	6	hinds	hinds	PROPN
easat-6703	199	7	and	and	CCONJ
easat-6703	199	8	e.	e.	PROPN
easat-6703	199	9	r.	r.	PROPN
easat-6703	199	10	sanchez	sanchez	PROPN
easat-6703	199	11	,	,	PUNCT
easat-6703	199	12	"	"	PUNCT
easat-6703	199	13	the	the	DET
easat-6703	199	14	role	role	NOUN
easat-6703	199	15	of	of	ADP
easat-6703	199	16	the	the	DET
easat-6703	199	17	hypothalamus	hypothalamus	PROPN
easat-6703	199	18	–	–	PUNCT
easat-6703	199	19	pituitary	pituitary	ADJ
easat-6703	199	20	–	–	PUNCT
easat-6703	199	21	adrenal	adrenal	ADJ
easat-6703	199	22	(	(	PUNCT
easat-6703	199	23	hpa	hpa	NOUN
easat-6703	199	24	)	)	PUNCT
easat-6703	199	25	axis	axis	NOUN
easat-6703	199	26	in	in	ADP
easat-6703	199	27	test	test	NOUN
easat-6703	199	28	-	-	PUNCT
easat-6703	199	29	induced	induce	VERB
easat-6703	199	30	anxiety	anxiety	NOUN
easat-6703	199	31	:	:	PUNCT
easat-6703	199	32	assessments	assessment	NOUN
easat-6703	199	33	,	,	PUNCT
easat-6703	199	34	physiological	physiological	ADJ
easat-6703	199	35	responses	response	NOUN
easat-6703	199	36	,	,	PUNCT
easat-6703	199	37	and	and	CCONJ
easat-6703	199	38	molecular	molecular	ADJ
easat-6703	199	39	details	detail	NOUN
easat-6703	199	40	,	,	PUNCT
easat-6703	199	41	"	"	PUNCT
easat-6703	199	42	stresses	stress	NOUN
easat-6703	199	43	,	,	PUNCT
easat-6703	199	44	vol	vol	NOUN
easat-6703	199	45	.	.	PROPN
easat-6703	200	1	2	2	NUM
easat-6703	200	2	,	,	PUNCT
easat-6703	200	3	no	no	INTJ
easat-6703	200	4	.	.	NOUN
easat-6703	200	5	1	1	NUM
easat-6703	200	6	,	,	PUNCT
easat-6703	200	7	pp	pp	ADJ
easat-6703	200	8	.	.	PUNCT
easat-6703	201	1	146	146	NUM
easat-6703	201	2	-	-	SYM
easat-6703	201	3	155	155	NUM
easat-6703	201	4	,	,	PUNCT
easat-6703	201	5	2022	2022	NUM
easat-6703	201	6	.	.	PUNCT
easat-6703	202	1	https://doi.org/10.3390/stresses2010011	https://doi.org/10.3390/stresses2010011	PUNCT
easat-6703	203	1	[	[	X
easat-6703	203	2	3	3	X
easat-6703	203	3	]	]	X
easat-6703	203	4	p.	p.	PROPN
easat-6703	203	5	chaney	chaney	PROPN
easat-6703	203	6	,	,	PUNCT
easat-6703	203	7	i.	i.	PROPN
easat-6703	203	8	r.	r.	PROPN
easat-6703	203	9	jones	jones	PROPN
easat-6703	203	10	,	,	PUNCT
easat-6703	203	11	and	and	CCONJ
easat-6703	203	12	n.	n.	PROPN
easat-6703	203	13	narayan	narayan	PROPN
easat-6703	203	14	,	,	PUNCT
easat-6703	203	15	"	"	PUNCT
easat-6703	203	16	beyond	beyond	ADP
easat-6703	203	17	the	the	DET
easat-6703	203	18	unitary	unitary	ADJ
easat-6703	203	19	state	state	NOUN
easat-6703	203	20	:	:	PUNCT
easat-6703	203	21	multi	multi	ADJ
easat-6703	203	22	-	-	ADJ
easat-6703	203	23	level	level	ADJ
easat-6703	203	24	governance	governance	NOUN
easat-6703	203	25	,	,	PUNCT
easat-6703	203	26	politics	politic	NOUN
easat-6703	203	27	,	,	PUNCT
easat-6703	203	28	and	and	CCONJ
easat-6703	203	29	cross	cross	ADJ
easat-6703	203	30	-	-	ADJ
easat-6703	203	31	cultural	cultural	ADJ
easat-6703	203	32	perspectives	perspective	NOUN
easat-6703	203	33	on	on	ADP
easat-6703	203	34	animal	animal	NOUN
easat-6703	203	35	welfare	welfare	NOUN
easat-6703	203	36	,	,	PUNCT
easat-6703	203	37	"	"	PUNCT
easat-6703	203	38	animals	animal	NOUN
easat-6703	203	39	,	,	PUNCT
easat-6703	203	40	vol	vol	NOUN
easat-6703	203	41	.	.	PROPN
easat-6703	204	1	14	14	NUM
easat-6703	204	2	,	,	PUNCT
easat-6703	204	3	no	no	INTJ
easat-6703	204	4	.	.	NOUN
easat-6703	204	5	1	1	NUM
easat-6703	204	6	,	,	PUNCT
easat-6703	204	7	p.	p.	NOUN
easat-6703	204	8	79	79	NUM
easat-6703	204	9	,	,	PUNCT
easat-6703	204	10	2023	2023	NUM
easat-6703	204	11	.	.	PUNCT
easat-6703	205	1	https://doi.org/10.3390/ani14010079	https://doi.org/10.3390/ani14010079	X
easat-6703	205	2	[	[	X
easat-6703	205	3	4	4	NUM
easat-6703	205	4	]	]	PUNCT
easat-6703	205	5	k.	k.	PROPN
easat-6703	205	6	pankratz	pankratz	PROPN
easat-6703	205	7	,	,	PUNCT
easat-6703	205	8	j.	j.	PROPN
easat-6703	205	9	korman	korman	PROPN
easat-6703	205	10	,	,	PUNCT
easat-6703	205	11	c.	c.	PROPN
easat-6703	205	12	emke	emke	PROPN
easat-6703	205	13	,	,	PUNCT
easat-6703	205	14	b.	b.	PROPN
easat-6703	205	15	johnson	johnson	PROPN
easat-6703	205	16	,	,	PUNCT
easat-6703	205	17	e.	e.	PROPN
easat-6703	205	18	h.	h.	PROPN
easat-6703	205	19	griffith	griffith	PROPN
easat-6703	205	20	,	,	PUNCT
easat-6703	205	21	and	and	CCONJ
easat-6703	205	22	m.	m.	PROPN
easat-6703	205	23	e.	e.	PROPN
easat-6703	205	24	gruen	gruen	PROPN
easat-6703	205	25	,	,	PUNCT
easat-6703	205	26	"	"	PUNCT
easat-6703	205	27	randomized	randomize	VERB
easat-6703	205	28	,	,	PUNCT
easat-6703	205	29	placebo	placebo	NOUN
easat-6703	205	30	-	-	PUNCT
easat-6703	205	31	controlled	control	VERB
easat-6703	205	32	prospective	prospective	ADJ
easat-6703	205	33	clinical	clinical	ADJ
easat-6703	205	34	trial	trial	NOUN
easat-6703	205	35	evaluating	evaluate	VERB
easat-6703	205	36	the	the	DET
easat-6703	205	37	efficacy	efficacy	NOUN
easat-6703	205	38	of	of	ADP
easat-6703	205	39	the	the	DET
easat-6703	205	40	assisi	assisi	PROPN
easat-6703	205	41	anti	anti	ADJ
easat-6703	205	42	-	-	ADJ
easat-6703	205	43	anxiety	anxiety	ADJ
easat-6703	205	44	device	device	NOUN
easat-6703	205	45	(	(	PUNCT
easat-6703	205	46	calmer	calm	ADJ
easat-6703	205	47	canine	canine	NOUN
easat-6703	205	48	)	)	PUNCT
easat-6703	205	49	for	for	ADP
easat-6703	205	50	the	the	DET
easat-6703	205	51	treatment	treatment	NOUN
easat-6703	205	52	of	of	ADP
easat-6703	205	53	canine	canine	NOUN
easat-6703	205	54	separation	separation	NOUN
easat-6703	205	55	anxiety	anxiety	NOUN
easat-6703	205	56	,	,	PUNCT
easat-6703	205	57	"	"	PUNCT
easat-6703	205	58	frontiers	frontier	NOUN
easat-6703	205	59	in	in	ADP
easat-6703	205	60	veterinary	veterinary	ADJ
easat-6703	205	61	science	science	NOUN
easat-6703	205	62	,	,	PUNCT
easat-6703	205	63	vol	vol	NOUN
easat-6703	205	64	.	.	PROPN
easat-6703	205	65	8	8	NUM
easat-6703	205	66	,	,	PUNCT
easat-6703	205	67	p.	p.	NOUN
easat-6703	205	68	775092	775092	NUM
easat-6703	205	69	,	,	PUNCT
easat-6703	205	70	2021	2021	NUM
easat-6703	205	71	.	.	PUNCT
easat-6703	206	1	https://doi.org/10.3389/fvets.2021.775092	https://doi.org/10.3389/fvets.2021.775092	PROPN
easat-6703	207	1	[	[	X
easat-6703	207	2	5	5	NUM
easat-6703	207	3	]	]	PUNCT
easat-6703	207	4	p.	p.	NOUN
easat-6703	207	5	v.	v.	CCONJ
easat-6703	207	6	turner	turner	PROPN
easat-6703	207	7	and	and	CCONJ
easat-6703	207	8	k.	k.	PROPN
easat-6703	207	9	bayne	bayne	PROPN
easat-6703	207	10	,	,	PUNCT
easat-6703	207	11	"	"	PUNCT
easat-6703	207	12	research	research	NOUN
easat-6703	207	13	animal	animal	NOUN
easat-6703	207	14	behavioral	behavioral	ADJ
easat-6703	207	15	management	management	NOUN
easat-6703	207	16	programs	program	NOUN
easat-6703	207	17	for	for	ADP
easat-6703	207	18	the	the	DET
easat-6703	207	19	21st	21st	ADJ
easat-6703	207	20	century	century	NOUN
easat-6703	207	21	,	,	PUNCT
easat-6703	207	22	"	"	PUNCT
easat-6703	207	23	animals	animal	NOUN
easat-6703	207	24	,	,	PUNCT
easat-6703	207	25	vol	vol	NOUN
easat-6703	207	26	.	.	PROPN
easat-6703	207	27	13	13	NUM
easat-6703	207	28	,	,	PUNCT
easat-6703	207	29	no	no	INTJ
easat-6703	207	30	.	.	NOUN
easat-6703	207	31	12	12	NUM
easat-6703	207	32	,	,	PUNCT
easat-6703	207	33	p.	p.	NOUN
easat-6703	207	34	1919	1919	NUM
easat-6703	207	35	,	,	PUNCT
easat-6703	207	36	2023	2023	NUM
easat-6703	207	37	.	.	PUNCT
easat-6703	208	1	https://doi.org/10.3390/ani13121919	https://doi.org/10.3390/ani13121919	X
easat-6703	209	1	[	[	X
easat-6703	209	2	6	6	NUM
easat-6703	209	3	]	]	PUNCT
easat-6703	209	4	a.	a.	NOUN
easat-6703	209	5	ellis	ellis	PROPN
easat-6703	209	6	,	,	PUNCT
easat-6703	209	7	s.	s.	PROPN
easat-6703	209	8	c.	c.	PROPN
easat-6703	209	9	stanton	stanton	PROPN
easat-6703	209	10	,	,	PUNCT
easat-6703	209	11	r.	r.	PROPN
easat-6703	209	12	d.	d.	PROPN
easat-6703	209	13	hawkins	hawkins	PROPN
easat-6703	209	14	,	,	PUNCT
easat-6703	209	15	and	and	CCONJ
easat-6703	209	16	s.	s.	PROPN
easat-6703	209	17	loughnan	loughnan	PROPN
easat-6703	209	18	,	,	PUNCT
easat-6703	209	19	"	"	PUNCT
easat-6703	209	20	the	the	DET
easat-6703	209	21	link	link	NOUN
easat-6703	209	22	between	between	ADP
easat-6703	209	23	the	the	DET
easat-6703	209	24	nature	nature	NOUN
easat-6703	209	25	of	of	ADP
easat-6703	209	26	the	the	DET
easat-6703	209	27	human	human	ADJ
easat-6703	209	28	–	–	PUNCT
easat-6703	209	29	companion	companion	NOUN
easat-6703	209	30	animal	animal	NOUN
easat-6703	209	31	relationship	relationship	NOUN
easat-6703	209	32	and	and	CCONJ
easat-6703	209	33	well	well	ADV
easat-6703	209	34	-	-	PUNCT
easat-6703	209	35	being	be	AUX
easat-6703	209	36	outcomes	outcome	NOUN
easat-6703	209	37	in	in	ADP
easat-6703	209	38	companion	companion	NOUN
easat-6703	209	39	animal	animal	NOUN
easat-6703	209	40	owners	owner	NOUN
easat-6703	209	41	,	,	PUNCT
easat-6703	209	42	"	"	PUNCT
easat-6703	209	43	animals	animal	NOUN
easat-6703	209	44	,	,	PUNCT
easat-6703	209	45	vol	vol	NOUN
easat-6703	209	46	.	.	PROPN
easat-6703	209	47	14	14	NUM
easat-6703	209	48	,	,	PUNCT
easat-6703	209	49	no	no	INTJ
easat-6703	209	50	.	.	NOUN
easat-6703	209	51	3	3	NUM
easat-6703	209	52	,	,	PUNCT
easat-6703	209	53	p.	p.	NOUN
easat-6703	209	54	441	441	NUM
easat-6703	209	55	,	,	PUNCT
easat-6703	209	56	2024	2024	NUM
easat-6703	209	57	.	.	PUNCT
easat-6703	210	1	https://doi.org/10.3390/ani14030441	https://doi.org/10.3390/ani14030441	NOUN
easat-6703	210	2	[	[	X
easat-6703	210	3	7	7	X
easat-6703	210	4	]	]	PUNCT
easat-6703	210	5	t.	t.	PROPN
easat-6703	210	6	r.	r.	PROPN
easat-6703	210	7	holder	holder	PROPN
easat-6703	210	8	,	,	PUNCT
easat-6703	210	9	c.	c.	PROPN
easat-6703	210	10	nichols	nichols	PROPN
easat-6703	210	11	,	,	PUNCT
easat-6703	210	12	e.	e.	PROPN
easat-6703	210	13	summers	summers	PROPN
easat-6703	210	14	,	,	PUNCT
easat-6703	210	15	d.	d.	PROPN
easat-6703	210	16	l.	l.	PROPN
easat-6703	210	17	roberts	roberts	PROPN
easat-6703	210	18	,	,	PUNCT
easat-6703	210	19	and	and	CCONJ
easat-6703	210	20	a.	a.	NOUN
easat-6703	210	21	bozkurt	bozkurt	PROPN
easat-6703	210	22	,	,	PUNCT
easat-6703	210	23	"	"	PUNCT
easat-6703	210	24	exploring	explore	VERB
easat-6703	210	25	the	the	DET
easat-6703	210	26	dynamics	dynamic	NOUN
easat-6703	210	27	of	of	ADP
easat-6703	210	28	canine	canine	NOUN
easat-6703	210	29	-	-	PUNCT
easat-6703	210	30	assisted	assist	VERB
easat-6703	210	31	interactions	interaction	NOUN
easat-6703	210	32	:	:	PUNCT
easat-6703	210	33	a	a	DET
easat-6703	210	34	wearable	wearable	ADJ
easat-6703	210	35	approach	approach	NOUN
easat-6703	210	36	to	to	ADP
easat-6703	210	37	understanding	understand	VERB
easat-6703	210	38	interspecies	interspecie	NOUN
easat-6703	210	39	well	well	ADV
easat-6703	210	40	-	-	PUNCT
easat-6703	210	41	being	being	NOUN
easat-6703	210	42	,	,	PUNCT
easat-6703	210	43	"	"	PUNCT
easat-6703	210	44	animals	animal	NOUN
easat-6703	210	45	,	,	PUNCT
easat-6703	210	46	vol	vol	NOUN
easat-6703	210	47	.	.	PROPN
easat-6703	210	48	14	14	NUM
easat-6703	210	49	,	,	PUNCT
easat-6703	210	50	no	no	INTJ
easat-6703	210	51	.	.	NOUN
easat-6703	210	52	24	24	NUM
easat-6703	210	53	,	,	PUNCT
easat-6703	210	54	p.	p.	NOUN
easat-6703	210	55	3628	3628	NUM
easat-6703	210	56	,	,	PUNCT
easat-6703	210	57	2024	2024	NUM
easat-6703	210	58	.	.	PUNCT
easat-6703	210	59	https://doi.org/10.3390/ani14243628	https://doi.org/10.3390/ani14243628	X
easat-6703	211	1	[	[	X
easat-6703	211	2	8	8	NUM
easat-6703	211	3	]	]	X
easat-6703	211	4	f.	f.	PROPN
easat-6703	211	5	ecer	ecer	PROPN
easat-6703	211	6	,	,	PUNCT
easat-6703	211	7	i̇.	i̇.	PROPN
easat-6703	211	8	y.	y.	PROPN
easat-6703	211	9	ögel	ögel	PROPN
easat-6703	211	10	,	,	PUNCT
easat-6703	211	11	h.	h.	PROPN
easat-6703	211	12	dinçer	dinçer	PROPN
easat-6703	211	13	,	,	PUNCT
easat-6703	211	14	and	and	CCONJ
easat-6703	211	15	s.	s.	PROPN
easat-6703	211	16	yüksel	yüksel	PROPN
easat-6703	211	17	,	,	PUNCT
easat-6703	211	18	"	"	PUNCT
easat-6703	211	19	assessment	assessment	NOUN
easat-6703	211	20	of	of	ADP
easat-6703	211	21	metaverse	metaverse	ADJ
easat-6703	211	22	wearable	wearable	ADJ
easat-6703	211	23	technologies	technology	NOUN
easat-6703	211	24	for	for	ADP
easat-6703	211	25	smart	smart	ADJ
easat-6703	211	26	livestock	livestock	NOUN
easat-6703	211	27	farming	farm	VERB
easat-6703	211	28	through	through	ADP
easat-6703	211	29	a	a	DET
easat-6703	211	30	neuro	neuro	ADJ
easat-6703	211	31	quantum	quantum	ADJ
easat-6703	211	32	spherical	spherical	ADJ
easat-6703	211	33	fuzzy	fuzzy	ADJ
easat-6703	211	34	decision	decision	NOUN
easat-6703	211	35	-	-	PUNCT
easat-6703	211	36	making	make	VERB
easat-6703	211	37	model	model	NOUN
easat-6703	211	38	,	,	PUNCT
easat-6703	211	39	"	"	PUNCT
easat-6703	211	40	expert	expert	NOUN
easat-6703	211	41	systems	system	NOUN
easat-6703	211	42	with	with	ADP
easat-6703	211	43	applications	application	NOUN
easat-6703	211	44	,	,	PUNCT
easat-6703	211	45	vol	vol	NOUN
easat-6703	211	46	.	.	PUNCT
easat-6703	211	47	255	255	NUM
easat-6703	211	48	,	,	PUNCT
easat-6703	211	49	p.	p.	NOUN
easat-6703	211	50	124722	124722	NUM
easat-6703	211	51	,	,	PUNCT
easat-6703	211	52	2024	2024	NUM
easat-6703	211	53	.	.	PUNCT
easat-6703	212	1	https://doi.org/10.1016/j.eswa.2024.124722	https://doi.org/10.1016/j.eswa.2024.124722	PROPN
easat-6703	212	2	[	[	X
easat-6703	212	3	9	9	NUM
easat-6703	212	4	]	]	PUNCT
easat-6703	212	5	j.	j.	PROPN
easat-6703	212	6	v.	v.	PROPN
easat-6703	212	7	congdon	congdon	PROPN
easat-6703	212	8	,	,	PUNCT
easat-6703	212	9	m.	m.	PROPN
easat-6703	212	10	hosseini	hosseini	PROPN
easat-6703	212	11	,	,	PUNCT
easat-6703	212	12	e.	e.	PROPN
easat-6703	212	13	f.	f.	PROPN
easat-6703	212	14	gading	gading	PROPN
easat-6703	212	15	,	,	PUNCT
easat-6703	212	16	m.	m.	NOUN
easat-6703	212	17	masousi	masousi	PROPN
easat-6703	212	18	,	,	PUNCT
easat-6703	212	19	m.	m.	NOUN
easat-6703	212	20	franke	franke	NOUN
easat-6703	212	21	,	,	PUNCT
easat-6703	212	22	and	and	CCONJ
easat-6703	212	23	s.	s.	PROPN
easat-6703	212	24	e.	e.	PROPN
easat-6703	212	25	macdonald	macdonald	PROPN
easat-6703	212	26	,	,	PUNCT
easat-6703	212	27	"	"	PUNCT
easat-6703	212	28	the	the	DET
easat-6703	212	29	future	future	NOUN
easat-6703	212	30	of	of	ADP
easat-6703	212	31	artificial	artificial	ADJ
easat-6703	212	32	intelligence	intelligence	NOUN
easat-6703	212	33	in	in	ADP
easat-6703	212	34	monitoring	monitor	VERB
easat-6703	212	35	animal	animal	NOUN
easat-6703	212	36	identification	identification	NOUN
easat-6703	212	37	,	,	PUNCT
easat-6703	212	38	health	health	NOUN
easat-6703	212	39	,	,	PUNCT
easat-6703	212	40	and	and	CCONJ
easat-6703	212	41	behaviour	behaviour	NOUN
easat-6703	212	42	,	,	PUNCT
easat-6703	212	43	"	"	PUNCT
easat-6703	212	44	animals	animal	NOUN
easat-6703	212	45	,	,	PUNCT
easat-6703	212	46	vol	vol	NOUN
easat-6703	212	47	.	.	PROPN
easat-6703	212	48	12	12	NUM
easat-6703	212	49	,	,	PUNCT
easat-6703	212	50	no	no	INTJ
easat-6703	212	51	.	.	NOUN
easat-6703	212	52	13	13	NUM
easat-6703	212	53	,	,	PUNCT
easat-6703	212	54	p.	p.	NOUN
easat-6703	212	55	1711	1711	NUM
easat-6703	212	56	,	,	PUNCT
easat-6703	212	57	2022	2022	NUM
easat-6703	212	58	.	.	PUNCT
easat-6703	213	1	https://doi.org/10.3390/ani12131711	https://doi.org/10.3390/ani12131711	NOUN
easat-6703	213	2	[	[	X
easat-6703	213	3	10	10	NUM
easat-6703	213	4	]	]	PUNCT
easat-6703	213	5	s.	s.	PROPN
easat-6703	213	6	b.	b.	PROPN
easat-6703	213	7	barker	barker	PROPN
easat-6703	213	8	and	and	CCONJ
easat-6703	213	9	n.	n.	PROPN
easat-6703	213	10	r.	r.	PROPN
easat-6703	213	11	gee	gee	PROPN
easat-6703	213	12	,	,	PUNCT
easat-6703	213	13	"	"	PUNCT
easat-6703	213	14	canine	canine	NOUN
easat-6703	213	15	-	-	PUNCT
easat-6703	213	16	assisted	assist	VERB
easat-6703	213	17	interventions	intervention	NOUN
easat-6703	213	18	in	in	ADP
easat-6703	213	19	hospitals	hospital	NOUN
easat-6703	213	20	:	:	PUNCT
easat-6703	213	21	best	good	ADJ
easat-6703	213	22	practices	practice	NOUN
easat-6703	213	23	for	for	ADP
easat-6703	213	24	maximizing	maximize	VERB
easat-6703	213	25	human	human	ADJ
easat-6703	213	26	and	and	CCONJ
easat-6703	213	27	canine	canine	NOUN
easat-6703	213	28	safety	safety	NOUN
easat-6703	213	29	,	,	PUNCT
easat-6703	213	30	"	"	PUNCT
easat-6703	213	31	frontiers	frontier	NOUN
easat-6703	213	32	in	in	ADP
easat-6703	213	33	veterinary	veterinary	ADJ
easat-6703	213	34	science	science	NOUN
easat-6703	213	35	,	,	PUNCT
easat-6703	213	36	vol	vol	NOUN
easat-6703	213	37	.	.	PROPN
easat-6703	213	38	8	8	NUM
easat-6703	213	39	,	,	PUNCT
easat-6703	213	40	p.	p.	NOUN
easat-6703	213	41	615730	615730	NUM
easat-6703	213	42	,	,	PUNCT
easat-6703	213	43	2021	2021	NUM
easat-6703	213	44	.	.	PUNCT
easat-6703	214	1	https://doi.org/10.3389/fvets.2021.615730	https://doi.org/10.3389/fvets.2021.615730	PUNCT
easat-6703	215	1	[	[	X
easat-6703	215	2	11	11	NUM
easat-6703	215	3	]	]	X
easat-6703	215	4	d.	d.	PROPN
easat-6703	215	5	wołyńczyk	wołyńczyk	PROPN
easat-6703	215	6	-	-	PUNCT
easat-6703	215	7	gmaj	gmaj	NOUN
easat-6703	215	8	et	et	PROPN
easat-6703	215	9	al	al	PROPN
easat-6703	215	10	.	.	PROPN
easat-6703	215	11	,	,	PUNCT
easat-6703	215	12	"	"	PUNCT
easat-6703	215	13	can	can	AUX
easat-6703	215	14	dog	dog	NOUN
easat-6703	215	15	-	-	PUNCT
easat-6703	215	16	assisted	assist	VERB
easat-6703	215	17	intervention	intervention	NOUN
easat-6703	215	18	decrease	decrease	VERB
easat-6703	215	19	anxiety	anxiety	NOUN
easat-6703	215	20	level	level	NOUN
easat-6703	215	21	and	and	CCONJ
easat-6703	215	22	autonomic	autonomic	ADJ
easat-6703	215	23	agitation	agitation	NOUN
easat-6703	215	24	in	in	ADP
easat-6703	215	25	patients	patient	NOUN
easat-6703	215	26	with	with	ADP
easat-6703	215	27	anxiety	anxiety	NOUN
easat-6703	215	28	disorders	disorder	NOUN
easat-6703	215	29	?	?	PUNCT
easat-6703	215	30	,	,	PUNCT
easat-6703	215	31	"	"	PUNCT
easat-6703	215	32	journal	journal	NOUN
easat-6703	215	33	of	of	ADP
easat-6703	215	34	clinical	clinical	ADJ
easat-6703	215	35	medicine	medicine	NOUN
easat-6703	215	36	,	,	PUNCT
easat-6703	215	37	vol	vol	NOUN
easat-6703	215	38	.	.	PROPN
easat-6703	215	39	10	10	NUM
easat-6703	215	40	,	,	PUNCT
easat-6703	215	41	no	no	INTJ
easat-6703	215	42	.	.	NOUN
easat-6703	215	43	21	21	NUM
easat-6703	215	44	,	,	PUNCT
easat-6703	215	45	p.	p.	NOUN
easat-6703	215	46	5171	5171	NUM
easat-6703	215	47	,	,	PUNCT
easat-6703	215	48	2021	2021	NUM
easat-6703	215	49	.	.	PUNCT
easat-6703	216	1	https://doi.org/10.3390/jcm10215171	https://doi.org/10.3390/jcm10215171	VERB
easat-6703	217	1	[	[	X
easat-6703	217	2	12	12	NUM
easat-6703	217	3	]	]	PUNCT
easat-6703	217	4	m.	m.	NOUN
easat-6703	217	5	żebrowska	żebrowska	PROPN
easat-6703	217	6	et	et	PROPN
easat-6703	217	7	al	al	PROPN
easat-6703	217	8	.	.	PROPN
easat-6703	217	9	,	,	PUNCT
easat-6703	217	10	"	"	PUNCT
easat-6703	217	11	pet	pet	ADJ
easat-6703	217	12	attachment	attachment	NOUN
easat-6703	217	13	and	and	CCONJ
easat-6703	217	14	anxiety	anxiety	NOUN
easat-6703	217	15	and	and	CCONJ
easat-6703	217	16	depression	depression	NOUN
easat-6703	217	17	in	in	ADP
easat-6703	217	18	middle	middle	NOUN
easat-6703	217	19	-	-	PUNCT
easat-6703	217	20	aged	aged	ADJ
easat-6703	217	21	and	and	CCONJ
easat-6703	217	22	older	old	ADJ
easat-6703	217	23	women	woman	NOUN
easat-6703	217	24	,	,	PUNCT
easat-6703	217	25	"	"	PUNCT
easat-6703	217	26	jama	jama	PROPN
easat-6703	217	27	network	network	NOUN
easat-6703	217	28	open	open	VERB
easat-6703	217	29	,	,	PUNCT
easat-6703	217	30	vol	vol	NOUN
easat-6703	217	31	.	.	PROPN
easat-6703	218	1	7	7	NUM
easat-6703	218	2	,	,	PUNCT
easat-6703	218	3	no	no	INTJ
easat-6703	218	4	.	.	NOUN
easat-6703	218	5	8	8	NUM
easat-6703	218	6	,	,	PUNCT
easat-6703	218	7	pp	pp	ADJ
easat-6703	218	8	.	.	PUNCT
easat-6703	219	1	e2424810	e2424810	NOUN
easat-6703	219	2	-	-	PUNCT
easat-6703	219	3	e2424810	e2424810	PROPN
easat-6703	219	4	,	,	PUNCT
easat-6703	219	5	2024	2024	NUM
easat-6703	219	6	.	.	PUNCT
easat-6703	220	1	https://doi.org/10.1001/jamanetworkopen.2024.24810	https://doi.org/10.1001/jamanetworkopen.2024.24810	PROPN
easat-6703	220	2	[	[	PUNCT
easat-6703	220	3	13	13	NUM
easat-6703	220	4	]	]	PUNCT
easat-6703	220	5	c.	c.	PROPN
easat-6703	220	6	sacoor	sacoor	PROPN
easat-6703	220	7	,	,	PUNCT
easat-6703	220	8	j.	j.	PROPN
easat-6703	220	9	d.	d.	PROPN
easat-6703	220	10	marugg	marugg	PROPN
easat-6703	220	11	,	,	PUNCT
easat-6703	220	12	n.	n.	PROPN
easat-6703	220	13	r.	r.	PROPN
easat-6703	220	14	lima	lima	PROPN
easat-6703	220	15	,	,	PUNCT
easat-6703	220	16	n.	n.	PROPN
easat-6703	220	17	empadinhas	empadinha	NOUN
easat-6703	220	18	,	,	PUNCT
easat-6703	220	19	and	and	CCONJ
easat-6703	220	20	l.	l.	PROPN
easat-6703	220	21	montezinho	montezinho	PROPN
easat-6703	220	22	,	,	PUNCT
easat-6703	220	23	"	"	PUNCT
easat-6703	220	24	gut‐brain	gut‐brain	PROPN
easat-6703	220	25	axis	axis	NOUN
easat-6703	220	26	impact	impact	NOUN
easat-6703	220	27	on	on	ADP
easat-6703	220	28	canine	canine	NOUN
easat-6703	220	29	anxiety	anxiety	NOUN
easat-6703	220	30	disorders	disorder	NOUN
easat-6703	220	31	:	:	PUNCT
easat-6703	220	32	new	new	ADJ
easat-6703	220	33	challenges	challenge	NOUN
easat-6703	220	34	for	for	ADP
easat-6703	220	35	behavioral	behavioral	ADJ
easat-6703	220	36	veterinary	veterinary	ADJ
easat-6703	220	37	medicine	medicine	NOUN
easat-6703	220	38	,	,	PUNCT
easat-6703	220	39	"	"	PUNCT
easat-6703	220	40	veterinary	veterinary	ADJ
easat-6703	220	41	medicine	medicine	NOUN
easat-6703	220	42	international	international	ADJ
easat-6703	220	43	,	,	PUNCT
easat-6703	220	44	vol	vol	NOUN
easat-6703	220	45	.	.	NOUN
easat-6703	220	46	2024	2024	NUM
easat-6703	220	47	,	,	PUNCT
easat-6703	220	48	no	no	INTJ
easat-6703	220	49	.	.	NOUN
easat-6703	220	50	1	1	NUM
easat-6703	220	51	,	,	PUNCT
easat-6703	220	52	p.	p.	NOUN
easat-6703	220	53	2856759	2856759	NUM
easat-6703	220	54	,	,	PUNCT
easat-6703	220	55	2024	2024	NUM
easat-6703	220	56	.	.	PUNCT
easat-6703	221	1	https://doi.org/10.1155/2024/2856759	https://doi.org/10.1155/2024/2856759	PROPN
easat-6703	221	2	[	[	X
easat-6703	221	3	14	14	NUM
easat-6703	221	4	]	]	PUNCT
easat-6703	221	5	a.	a.	NOUN
easat-6703	221	6	scandurra	scandurra	NOUN
easat-6703	221	7	et	et	PROPN
easat-6703	221	8	al	al	PROPN
easat-6703	221	9	.	.	PROPN
easat-6703	221	10	,	,	PUNCT
easat-6703	221	11	"	"	PUNCT
easat-6703	221	12	effects	effect	NOUN
easat-6703	221	13	of	of	ADP
easat-6703	221	14	a	a	DET
easat-6703	221	15	nutritional	nutritional	ADJ
easat-6703	221	16	supplement	supplement	NOUN
easat-6703	221	17	(	(	PUNCT
easat-6703	221	18	dìrelaxtm	dìrelaxtm	ADJ
easat-6703	221	19	)	)	PUNCT
easat-6703	221	20	on	on	ADP
easat-6703	221	21	anxiety	anxiety	NOUN
easat-6703	221	22	in	in	ADP
easat-6703	221	23	dogs	dog	NOUN
easat-6703	221	24	in	in	ADP
easat-6703	221	25	a	a	DET
easat-6703	221	26	randomized	randomized	ADJ
easat-6703	221	27	control	control	NOUN
easat-6703	221	28	trial	trial	NOUN
easat-6703	221	29	design	design	NOUN
easat-6703	221	30	,	,	PUNCT
easat-6703	221	31	"	"	PUNCT
easat-6703	221	32	animals	animal	NOUN
easat-6703	221	33	,	,	PUNCT
easat-6703	221	34	vol	vol	NOUN
easat-6703	221	35	.	.	PROPN
easat-6703	221	36	12	12	NUM
easat-6703	221	37	,	,	PUNCT
easat-6703	221	38	no	no	INTJ
easat-6703	221	39	.	.	NOUN
easat-6703	221	40	4	4	NUM
easat-6703	221	41	,	,	PUNCT
easat-6703	221	42	p.	p.	NOUN
easat-6703	221	43	435	435	NUM
easat-6703	221	44	,	,	PUNCT
easat-6703	221	45	2022	2022	NUM
easat-6703	221	46	.	.	PUNCT
easat-6703	222	1	https://doi.org/10.3390/ani12040435	https://doi.org/10.3390/ani12040435	PROPN
easat-6703	222	2	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-6703	222	3	https://doi.org/10.3390/ani12040487	https://doi.org/10.3390/ani12040487	PRON
easat-6703	222	4	https://doi.org/10.3390/stresses2010011	https://doi.org/10.3390/stresses2010011	PROPN
easat-6703	222	5	https://doi.org/10.3390/ani14010079	https://doi.org/10.3390/ani14010079	PROPN
easat-6703	222	6	https://doi.org/10.3389/fvets.2021.775092	https://doi.org/10.3389/fvets.2021.775092	PROPN
easat-6703	222	7	https://doi.org/10.3390/ani13121919	https://doi.org/10.3390/ani13121919	NOUN
easat-6703	222	8	https://doi.org/10.3390/ani14030441	https://doi.org/10.3390/ani14030441	NOUN
easat-6703	222	9	https://doi.org/10.3390/ani14243628	https://doi.org/10.3390/ani14243628	PRON
easat-6703	222	10	https://doi.org/10.1016/j.eswa.2024.124722	https://doi.org/10.1016/j.eswa.2024.124722	PROPN
easat-6703	222	11	https://doi.org/10.3390/ani12131711	https://doi.org/10.3390/ani12131711	PRON
easat-6703	222	12	https://doi.org/10.3389/fvets.2021.615730	https://doi.org/10.3389/fvets.2021.615730	PROPN
easat-6703	222	13	https://doi.org/10.3390/jcm10215171	https://doi.org/10.3390/jcm10215171	VERB
easat-6703	222	14	https://doi.org/10.1001/jamanetworkopen.2024.24810	https://doi.org/10.1001/jamanetworkopen.2024.24810	PROPN
easat-6703	222	15	https://doi.org/10.1155/2024/2856759	https://doi.org/10.1155/2024/2856759	NOUN
easat-6703	222	16	https://doi.org/10.3390/ani12040435	https://doi.org/10.3390/ani12040435	PROPN
easat-6703	222	17	2989	2989	NUM
easat-6703	222	18	edelweiss	edelweiss	PROPN
easat-6703	222	19	applied	apply	VERB
easat-6703	222	20	science	science	NOUN
easat-6703	222	21	and	and	CCONJ
easat-6703	222	22	technology	technology	NOUN
easat-6703	222	23	issn	issn	PROPN
easat-6703	222	24	:	:	PUNCT
easat-6703	222	25	2576	2576	NUM
easat-6703	222	26	-	-	SYM
easat-6703	222	27	8484	8484	NUM
easat-6703	222	28	vol	vol	NOUN
easat-6703	222	29	.	.	PROPN
easat-6703	223	1	9	9	NUM
easat-6703	223	2	,	,	PUNCT
easat-6703	223	3	no	no	INTJ
easat-6703	223	4	.	.	NOUN
easat-6703	223	5	4	4	NUM
easat-6703	223	6	:	:	SYM
easat-6703	223	7	2976	2976	NUM
easat-6703	223	8	-	-	SYM
easat-6703	223	9	2989	2989	NUM
easat-6703	223	10	,	,	PUNCT
easat-6703	223	11	2025	2025	NUM
easat-6703	223	12	doi	doi	NOUN
easat-6703	223	13	:	:	PUNCT
easat-6703	223	14	10.55214/25768484.v9i4.6703	10.55214/25768484.v9i4.6703	NUM
easat-6703	223	15	©	©	PROPN
easat-6703	223	16	2025	2025	NUM
easat-6703	223	17	by	by	ADP
easat-6703	223	18	the	the	DET
easat-6703	223	19	authors	author	NOUN
easat-6703	223	20	;	;	PUNCT
easat-6703	223	21	licensee	licensee	PROPN
easat-6703	223	22	learning	learning	NOUN
easat-6703	223	23	gate	gate	NOUN
easat-6703	224	1	[	[	X
easat-6703	224	2	15	15	NUM
easat-6703	224	3	]	]	X
easat-6703	224	4	r.	r.	PROPN
easat-6703	224	5	d.	d.	PROPN
easat-6703	224	6	hawkins	hawkins	PROPN
easat-6703	224	7	,	,	PUNCT
easat-6703	224	8	c.-h	c.-h	PROPN
easat-6703	224	9	.	.	PUNCT
easat-6703	225	1	kuo	kuo	PROPN
easat-6703	225	2	,	,	PUNCT
easat-6703	225	3	and	and	CCONJ
easat-6703	225	4	c.	c.	PROPN
easat-6703	225	5	robinson	robinson	PROPN
easat-6703	225	6	,	,	PUNCT
easat-6703	225	7	"	"	PUNCT
easat-6703	225	8	young	young	ADJ
easat-6703	225	9	adults	adult	NOUN
easat-6703	225	10	’	'	PUNCT
easat-6703	225	11	views	view	NOUN
easat-6703	225	12	on	on	ADP
easat-6703	225	13	the	the	DET
easat-6703	225	14	mechanisms	mechanism	NOUN
easat-6703	225	15	underpinning	underpin	VERB
easat-6703	225	16	the	the	DET
easat-6703	225	17	impact	impact	NOUN
easat-6703	225	18	of	of	ADP
easat-6703	225	19	pets	pet	NOUN
easat-6703	225	20	on	on	ADP
easat-6703	225	21	symptoms	symptom	NOUN
easat-6703	225	22	of	of	ADP
easat-6703	225	23	anxiety	anxiety	NOUN
easat-6703	225	24	and	and	CCONJ
easat-6703	225	25	depression	depression	NOUN
easat-6703	225	26	,	,	PUNCT
easat-6703	225	27	"	"	PUNCT
easat-6703	225	28	frontiers	frontier	NOUN
easat-6703	225	29	in	in	ADP
easat-6703	225	30	psychiatry	psychiatry	NOUN
easat-6703	225	31	,	,	PUNCT
easat-6703	225	32	vol	vol	NOUN
easat-6703	225	33	.	.	PROPN
easat-6703	225	34	15	15	NUM
easat-6703	225	35	,	,	PUNCT
easat-6703	225	36	p.	p.	NOUN
easat-6703	225	37	1355317	1355317	NUM
easat-6703	225	38	,	,	PUNCT
easat-6703	225	39	2024	2024	NUM
easat-6703	225	40	.	.	PUNCT
easat-6703	226	1	https://doi.org/10.3389/fpsyt.2024.1355317	https://doi.org/10.3389/fpsyt.2024.1355317	PROPN
easat-6703	226	2	[	[	X
easat-6703	226	3	16	16	NUM
easat-6703	226	4	]	]	X
easat-6703	226	5	c.	c.	PROPN
easat-6703	226	6	l.	l.	PROPN
easat-6703	226	7	corridan	corridan	PROPN
easat-6703	226	8	,	,	PUNCT
easat-6703	226	9	s.	s.	PROPN
easat-6703	226	10	e.	e.	PROPN
easat-6703	226	11	dawson	dawson	PROPN
easat-6703	226	12	,	,	PUNCT
easat-6703	226	13	and	and	CCONJ
easat-6703	226	14	s.	s.	PROPN
easat-6703	226	15	mullan	mullan	PROPN
easat-6703	226	16	,	,	PUNCT
easat-6703	226	17	"	"	PUNCT
easat-6703	226	18	potential	potential	ADJ
easat-6703	226	19	benefits	benefit	NOUN
easat-6703	226	20	of	of	ADP
easat-6703	226	21	a	a	DET
easat-6703	226	22	‘	'	PUNCT
easat-6703	226	23	trauma	trauma	NOUN
easat-6703	226	24	-	-	PUNCT
easat-6703	226	25	informed	inform	VERB
easat-6703	226	26	care’approach	care’approach	NOUN
easat-6703	226	27	to	to	PART
easat-6703	226	28	improve	improve	VERB
easat-6703	226	29	the	the	DET
easat-6703	226	30	assessment	assessment	NOUN
easat-6703	226	31	and	and	CCONJ
easat-6703	226	32	management	management	NOUN
easat-6703	226	33	of	of	ADP
easat-6703	226	34	dogs	dog	NOUN
easat-6703	226	35	presented	present	VERB
easat-6703	226	36	with	with	ADP
easat-6703	226	37	anxiety	anxiety	NOUN
easat-6703	226	38	disorders	disorder	NOUN
easat-6703	226	39	,	,	PUNCT
easat-6703	226	40	"	"	PUNCT
easat-6703	226	41	animals	animal	NOUN
easat-6703	226	42	,	,	PUNCT
easat-6703	226	43	vol	vol	NOUN
easat-6703	226	44	.	.	PROPN
easat-6703	227	1	14	14	NUM
easat-6703	227	2	,	,	PUNCT
easat-6703	227	3	no	no	INTJ
easat-6703	227	4	.	.	NOUN
easat-6703	227	5	3	3	NUM
easat-6703	227	6	,	,	PUNCT
easat-6703	227	7	p.	p.	NOUN
easat-6703	227	8	459	459	NUM
easat-6703	227	9	,	,	PUNCT
easat-6703	227	10	2024	2024	NUM
easat-6703	227	11	.	.	PUNCT
easat-6703	228	1	https://doi.org/10.3390/ani14030459	https://doi.org/10.3390/ani14030459	PROPN
easat-6703	229	1	[	[	X
easat-6703	229	2	17	17	NUM
easat-6703	229	3	]	]	PUNCT
easat-6703	229	4	m.	m.	NOUN
easat-6703	229	5	rombach	rombach	NOUN
easat-6703	229	6	and	and	CCONJ
easat-6703	229	7	d.	d.	PROPN
easat-6703	229	8	l.	l.	PROPN
easat-6703	229	9	dean	dean	PROPN
easat-6703	229	10	,	,	PUNCT
easat-6703	229	11	"	"	PUNCT
easat-6703	229	12	just	just	ADV
easat-6703	229	13	love	love	VERB
easat-6703	229	14	me	i	PRON
easat-6703	229	15	,	,	PUNCT
easat-6703	229	16	feed	feed	VERB
easat-6703	229	17	me	i	PRON
easat-6703	229	18	,	,	PUNCT
easat-6703	229	19	never	never	ADV
easat-6703	229	20	leave	leave	VERB
easat-6703	229	21	me	i	PRON
easat-6703	229	22	:	:	PUNCT
easat-6703	229	23	understanding	understand	VERB
easat-6703	229	24	pet	pet	ADJ
easat-6703	229	25	food	food	NOUN
easat-6703	229	26	anxiety	anxiety	NOUN
easat-6703	229	27	,	,	PUNCT
easat-6703	229	28	feeding	feeding	NOUN
easat-6703	229	29	and	and	CCONJ
easat-6703	229	30	shopping	shopping	NOUN
easat-6703	229	31	behavior	behavior	NOUN
easat-6703	229	32	of	of	ADP
easat-6703	229	33	us	us	PROPN
easat-6703	229	34	pet	pet	ADJ
easat-6703	229	35	owners	owner	NOUN
easat-6703	229	36	in	in	ADP
easat-6703	229	37	covidian	covidian	PROPN
easat-6703	229	38	times	time	NOUN
easat-6703	229	39	,	,	PUNCT
easat-6703	229	40	"	"	PUNCT
easat-6703	229	41	animals	animal	NOUN
easat-6703	229	42	,	,	PUNCT
easat-6703	229	43	vol	vol	NOUN
easat-6703	229	44	.	.	PROPN
easat-6703	230	1	11	11	NUM
easat-6703	230	2	,	,	PUNCT
easat-6703	230	3	no	no	INTJ
easat-6703	230	4	.	.	NOUN
easat-6703	230	5	11	11	NUM
easat-6703	230	6	,	,	PUNCT
easat-6703	230	7	p.	p.	NOUN
easat-6703	230	8	3101	3101	NUM
easat-6703	230	9	,	,	PUNCT
easat-6703	230	10	2021	2021	NUM
easat-6703	230	11	.	.	PUNCT
easat-6703	231	1	https://doi.org/10.3390/ani11113101	https://doi.org/10.3390/ani11113101	PROPN
easat-6703	231	2	[	[	X
easat-6703	231	3	18	18	NUM
easat-6703	231	4	]	]	PUNCT
easat-6703	231	5	ziya07	ziya07	NOUN
easat-6703	231	6	,	,	PUNCT
easat-6703	231	7	"	"	PUNCT
easat-6703	231	8	dog	dog	NOUN
easat-6703	231	9	behavior	behavior	NOUN
easat-6703	231	10	monitoring	monitor	VERB
easat-6703	231	11	dataset	dataset	NOUN
easat-6703	231	12	,	,	PUNCT
easat-6703	231	13	"	"	PUNCT
easat-6703	231	14	2022	2022	NUM
easat-6703	231	15	.	.	PUNCT
easat-6703	232	1	retrieved	retrieve	VERB
easat-6703	232	2	:	:	PUNCT
easat-6703	233	1	https://www.kaggle.com/datasets/ziya07/dogbehavior-monitoring-dataset/data	https://www.kaggle.com/datasets/ziya07/dogbehavior-monitoring-dataset/data	NOUN
easat-6703	233	2	.	.	NOUN
easat-6703	233	3	2022	2022	NUM
easat-6703	233	4	.	.	PUNCT
easat-6703	234	1	[	[	X
easat-6703	234	2	19	19	NUM
easat-6703	234	3	]	]	X
easat-6703	234	4	h.	h.	PROPN
easat-6703	234	5	wang	wang	PROPN
easat-6703	234	6	,	,	PUNCT
easat-6703	234	7	o.	o.	PROPN
easat-6703	234	8	atif	atif	PROPN
easat-6703	234	9	,	,	PUNCT
easat-6703	234	10	j.	j.	PROPN
easat-6703	234	11	tian	tian	PROPN
easat-6703	234	12	,	,	PUNCT
easat-6703	234	13	j.	j.	PROPN
easat-6703	234	14	lee	lee	PROPN
easat-6703	234	15	,	,	PUNCT
easat-6703	234	16	d.	d.	PROPN
easat-6703	234	17	park	park	PROPN
easat-6703	234	18	,	,	PUNCT
easat-6703	234	19	and	and	CCONJ
easat-6703	234	20	y.	y.	PROPN
easat-6703	234	21	chung	chung	PROPN
easat-6703	234	22	,	,	PUNCT
easat-6703	234	23	"	"	PUNCT
easat-6703	234	24	multi	multi	ADJ
easat-6703	234	25	-	-	ADJ
easat-6703	234	26	level	level	ADJ
easat-6703	234	27	hierarchical	hierarchical	ADJ
easat-6703	234	28	complex	complex	ADJ
easat-6703	234	29	behavior	behavior	NOUN
easat-6703	234	30	monitoring	monitor	VERB
easat-6703	234	31	system	system	NOUN
easat-6703	234	32	for	for	ADP
easat-6703	234	33	dog	dog	NOUN
easat-6703	234	34	psychological	psychological	ADJ
easat-6703	234	35	separation	separation	NOUN
easat-6703	234	36	anxiety	anxiety	NOUN
easat-6703	234	37	symptoms	symptom	NOUN
easat-6703	234	38	,	,	PUNCT
easat-6703	234	39	"	"	PUNCT
easat-6703	234	40	sensors	sensor	NOUN
easat-6703	234	41	,	,	PUNCT
easat-6703	234	42	vol	vol	NOUN
easat-6703	234	43	.	.	PROPN
easat-6703	234	44	22	22	NUM
easat-6703	234	45	,	,	PUNCT
easat-6703	234	46	no	no	INTJ
easat-6703	234	47	.	.	NOUN
easat-6703	234	48	4	4	NUM
easat-6703	234	49	,	,	PUNCT
easat-6703	234	50	p.	p.	NOUN
easat-6703	234	51	1556	1556	NUM
easat-6703	234	52	,	,	PUNCT
easat-6703	234	53	2022	2022	NUM
easat-6703	234	54	.	.	PUNCT
easat-6703	235	1	https://doi.org/10.3389/fpsyt.2024.1355317	https://doi.org/10.3389/fpsyt.2024.1355317	PROPN
easat-6703	235	2	https://doi.org/10.3390/ani14030459	https://doi.org/10.3390/ani14030459	VERB
easat-6703	235	3	https://doi.org/10.3390/ani11113101	https://doi.org/10.3390/ani11113101	PROPN
easat-6703	235	4	https://www.kaggle.com/datasets/ziya07/dog-behavior-monitoring-dataset/data	https://www.kaggle.com/datasets/ziya07/dog-behavior-monitoring-dataset/data	PROPN
easat-6703	235	5	https://www.kaggle.com/datasets/ziya07/dog-behavior-monitoring-dataset/data	https://www.kaggle.com/datasets/ziya07/dog-behavior-monitoring-dataset/data	PROPN