id	sid	tid	token	lemma	pos
fis-3329	1	1	microsoft	microsoft	PROPN
fis-3329	1	2	word	word	PROPN
fis-3329	1	3	numero_59_art_30_3329.docx	numero_59_art_30_3329.docx	VERB
fis-3329	1	4	d.	d.	PROPN
fis-3329	1	5	bui	bui	PROPN
fis-3329	1	6	-	-	PUNCT
fis-3329	1	7	ngoc	ngoc	PROPN
fis-3329	1	8	et	et	PROPN
fis-3329	1	9	alii	alii	PROPN
fis-3329	1	10	,	,	PUNCT
fis-3329	1	11	frattura	frattura	PROPN
fis-3329	1	12	ed	ed	PROPN
fis-3329	1	13	integrità	integrità	PROPN
fis-3329	1	14	strutturale	strutturale	PROPN
fis-3329	1	15	,	,	PUNCT
fis-3329	1	16	59	59	NUM
fis-3329	1	17	(	(	PUNCT
fis-3329	1	18	2022	2022	NUM
fis-3329	1	19	)	)	PUNCT
fis-3329	1	20	461	461	NUM
fis-3329	1	21	-	-	SYM
fis-3329	1	22	470	470	NUM
fis-3329	1	23	;	;	PUNCT
fis-3329	1	24	doi	doi	NOUN
fis-3329	1	25	:	:	PUNCT
fis-3329	1	26	10.3221	10.3221	NUM
fis-3329	1	27	/	/	SYM
fis-3329	1	28	igf	igf	PROPN
fis-3329	1	29	-	-	PUNCT
fis-3329	1	30	esis.59.30	esis.59.30	PROPN
fis-3329	1	31	461	461	NUM
fis-3329	1	32	focussed	focusse	VERB
fis-3329	1	33	on	on	ADP
fis-3329	1	34	steels	steel	NOUN
fis-3329	1	35	and	and	CCONJ
fis-3329	1	36	composites	composite	NOUN
fis-3329	1	37	for	for	ADP
fis-3329	1	38	engineering	engineering	NOUN
fis-3329	1	39	structures	structure	NOUN
fis-3329	1	40	damage	damage	NOUN
fis-3329	1	41	detection	detection	NOUN
fis-3329	1	42	in	in	ADP
fis-3329	1	43	structural	structural	ADJ
fis-3329	1	44	health	health	NOUN
fis-3329	1	45	monitoring	monitoring	NOUN
fis-3329	1	46	using	use	VERB
fis-3329	1	47	hybrid	hybrid	ADJ
fis-3329	1	48	convolution	convolution	NOUN
fis-3329	1	49	neural	neural	ADJ
fis-3329	1	50	network	network	NOUN
fis-3329	1	51	and	and	CCONJ
fis-3329	1	52	recurrent	recurrent	ADJ
fis-3329	1	53	neural	neural	ADJ
fis-3329	1	54	network	network	NOUN
fis-3329	1	55	dung	dung	NOUN
fis-3329	1	56	bui	bui	PROPN
fis-3329	1	57	-	-	PUNCT
fis-3329	1	58	ngoc	ngoc	PROPN
fis-3329	1	59	,	,	PUNCT
fis-3329	1	60	hieu	hieu	NOUN
fis-3329	1	61	nguyen	nguyen	PROPN
fis-3329	1	62	-	-	PUNCT
fis-3329	1	63	tran	tran	PROPN
fis-3329	1	64	,	,	PUNCT
fis-3329	1	65	lan	lan	PROPN
fis-3329	1	66	nguyen	nguyen	PROPN
fis-3329	1	67	-	-	PUNCT
fis-3329	1	68	ngoc	ngoc	PROPN
fis-3329	1	69	,	,	PUNCT
fis-3329	1	70	hoa	hoa	PROPN
fis-3329	1	71	tran	tran	PROPN
fis-3329	1	72	-	-	PUNCT
fis-3329	1	73	ngoc	ngoc	PROPN
fis-3329	1	74	,	,	PUNCT
fis-3329	1	75	thanh	thanh	NOUN
fis-3329	1	76	bui	bui	NOUN
fis-3329	1	77	-	-	PUNCT
fis-3329	1	78	tien	tien	NOUN
fis-3329	1	79	*	*	PROPN
fis-3329	1	80	,	,	PUNCT
fis-3329	1	81	hung	hung	PROPN
fis-3329	1	82	tran	tran	PROPN
fis-3329	1	83	-	-	PROPN
fis-3329	1	84	viet	viet	PROPN
fis-3329	1	85	university	university	PROPN
fis-3329	1	86	of	of	ADP
fis-3329	1	87	transport	transport	NOUN
fis-3329	1	88	and	and	CCONJ
fis-3329	1	89	communications	communication	NOUN
fis-3329	1	90	,	,	PUNCT
fis-3329	1	91	vietnam	vietnam	PROPN
fis-3329	1	92	dnbui@utc.edu.vn	dnbui@utc.edu.vn	PROPN
fis-3329	1	93	,	,	PUNCT
fis-3329	1	94	https://orcid.org/0000-0001-9934-7474	https://orcid.org/0000-0001-9934-7474	PROPN
fis-3329	1	95	nthieu@utc.edu.vn	nthieu@utc.edu.vn	PROPN
fis-3329	1	96	,	,	PUNCT
fis-3329	1	97	https://orcid.org/0000-0002-3007-6554	https://orcid.org/0000-0002-3007-6554	PROPN
fis-3329	1	98	nngoclan@utc.edu.vn	nngoclan@utc.edu.vn	PROPN
fis-3329	1	99	,	,	PUNCT
fis-3329	1	100	https://orcid.org/0000-0002-0078-4074	https://orcid.org/0000-0002-0078-4074	PROPN
fis-3329	1	101	ngochoa@utc.edu.vn	ngochoa@utc.edu.vn	PROPN
fis-3329	1	102	,	,	PUNCT
fis-3329	1	103	https://orcid.org/0000-0003-2161-8064	https://orcid.org/0000-0003-2161-8064	NOUN
fis-3329	1	104	btthanh@utc.edu.vn	btthanh@utc.edu.vn	ADJ
fis-3329	1	105	,	,	PUNCT
fis-3329	1	106	https://orcid.org/0000-0002-4001-9246	https://orcid.org/0000-0002-4001-9246	PROPN
fis-3329	1	107	hungtv@utc.edu.vn	hungtv@utc.edu.vn	PROPN
fis-3329	1	108	,	,	PUNCT
fis-3329	1	109	https://orcid.org/0000-0003-2614-7273	https://orcid.org/0000-0003-2614-7273	PROPN
fis-3329	1	110	abstract	abstract	ADJ
fis-3329	1	111	.	.	PUNCT
fis-3329	2	1	the	the	DET
fis-3329	2	2	process	process	NOUN
fis-3329	2	3	of	of	ADP
fis-3329	2	4	damage	damage	NOUN
fis-3329	2	5	identification	identification	NOUN
fis-3329	2	6	in	in	ADP
fis-3329	2	7	structural	structural	ADJ
fis-3329	2	8	health	health	NOUN
fis-3329	2	9	monitoring	monitoring	NOUN
fis-3329	2	10	(	(	PUNCT
fis-3329	2	11	shm	shm	PROPN
fis-3329	2	12	)	)	PUNCT
fis-3329	2	13	gives	give	VERB
fis-3329	2	14	us	we	PRON
fis-3329	2	15	a	a	DET
fis-3329	2	16	lot	lot	NOUN
fis-3329	2	17	of	of	ADP
fis-3329	2	18	practical	practical	ADJ
fis-3329	2	19	information	information	NOUN
fis-3329	2	20	about	about	ADP
fis-3329	2	21	the	the	DET
fis-3329	2	22	current	current	ADJ
fis-3329	2	23	status	status	NOUN
fis-3329	2	24	of	of	ADP
fis-3329	2	25	the	the	DET
fis-3329	2	26	inspected	inspect	VERB
fis-3329	2	27	structure	structure	NOUN
fis-3329	2	28	.	.	PUNCT
fis-3329	3	1	the	the	DET
fis-3329	3	2	target	target	NOUN
fis-3329	3	3	of	of	ADP
fis-3329	3	4	the	the	DET
fis-3329	3	5	process	process	NOUN
fis-3329	3	6	is	be	AUX
fis-3329	3	7	to	to	PART
fis-3329	3	8	detect	detect	VERB
fis-3329	3	9	damage	damage	NOUN
fis-3329	3	10	status	status	NOUN
fis-3329	3	11	by	by	ADP
fis-3329	3	12	processing	process	VERB
fis-3329	3	13	data	datum	NOUN
fis-3329	3	14	collected	collect	VERB
fis-3329	3	15	from	from	ADP
fis-3329	3	16	sensors	sensor	NOUN
fis-3329	3	17	,	,	PUNCT
fis-3329	3	18	followed	follow	VERB
fis-3329	3	19	by	by	ADP
fis-3329	3	20	identifying	identify	VERB
fis-3329	3	21	the	the	DET
fis-3329	3	22	difference	difference	NOUN
fis-3329	3	23	between	between	ADP
fis-3329	3	24	the	the	DET
fis-3329	3	25	damaged	damage	VERB
fis-3329	3	26	and	and	CCONJ
fis-3329	3	27	the	the	DET
fis-3329	3	28	undamaged	undamaged	ADJ
fis-3329	3	29	states	state	NOUN
fis-3329	3	30	.	.	PUNCT
fis-3329	4	1	different	different	ADJ
fis-3329	4	2	machine	machine	NOUN
fis-3329	4	3	learning	learn	VERB
fis-3329	4	4	techniques	technique	NOUN
fis-3329	4	5	have	have	AUX
fis-3329	4	6	been	be	AUX
fis-3329	4	7	applied	apply	VERB
fis-3329	4	8	to	to	PART
fis-3329	4	9	attempt	attempt	VERB
fis-3329	4	10	to	to	PART
fis-3329	4	11	extract	extract	VERB
fis-3329	4	12	features	feature	NOUN
fis-3329	4	13	or	or	CCONJ
fis-3329	4	14	knowledge	knowledge	NOUN
fis-3329	4	15	from	from	ADP
fis-3329	4	16	vibration	vibration	NOUN
fis-3329	4	17	data	datum	NOUN
fis-3329	4	18	,	,	PUNCT
fis-3329	4	19	however	however	ADV
fis-3329	4	20	,	,	PUNCT
fis-3329	4	21	they	they	PRON
fis-3329	4	22	need	need	VERB
fis-3329	4	23	to	to	PART
fis-3329	4	24	learn	learn	VERB
fis-3329	4	25	prior	prior	ADJ
fis-3329	4	26	knowledge	knowledge	NOUN
fis-3329	4	27	about	about	ADP
fis-3329	4	28	the	the	DET
fis-3329	4	29	factors	factor	NOUN
fis-3329	4	30	affecting	affect	VERB
fis-3329	4	31	the	the	DET
fis-3329	4	32	structure	structure	NOUN
fis-3329	4	33	.	.	PUNCT
fis-3329	5	1	in	in	ADP
fis-3329	5	2	this	this	DET
fis-3329	5	3	paper	paper	NOUN
fis-3329	5	4	,	,	PUNCT
fis-3329	5	5	a	a	DET
fis-3329	5	6	novel	novel	ADJ
fis-3329	5	7	method	method	NOUN
fis-3329	5	8	of	of	ADP
fis-3329	5	9	structural	structural	ADJ
fis-3329	5	10	damage	damage	NOUN
fis-3329	5	11	detection	detection	NOUN
fis-3329	5	12	is	be	AUX
fis-3329	5	13	proposed	propose	VERB
fis-3329	5	14	using	use	VERB
fis-3329	5	15	a	a	DET
fis-3329	5	16	hybrid	hybrid	ADJ
fis-3329	5	17	convolution	convolution	NOUN
fis-3329	5	18	neural	neural	ADJ
fis-3329	5	19	network	network	NOUN
fis-3329	5	20	and	and	CCONJ
fis-3329	5	21	recurrent	recurrent	ADJ
fis-3329	5	22	neural	neural	ADJ
fis-3329	5	23	network	network	NOUN
fis-3329	5	24	.	.	PUNCT
fis-3329	6	1	a	a	DET
fis-3329	6	2	convolution	convolution	NOUN
fis-3329	6	3	neural	neural	ADJ
fis-3329	6	4	network	network	NOUN
fis-3329	6	5	is	be	AUX
fis-3329	6	6	used	use	VERB
fis-3329	6	7	to	to	PART
fis-3329	6	8	extract	extract	VERB
fis-3329	6	9	deep	deep	ADJ
fis-3329	6	10	features	feature	NOUN
fis-3329	6	11	while	while	SCONJ
fis-3329	6	12	recurrent	recurrent	ADJ
fis-3329	6	13	neural	neural	ADJ
fis-3329	6	14	network	network	NOUN
fis-3329	6	15	is	be	AUX
fis-3329	6	16	trained	train	VERB
fis-3329	6	17	to	to	PART
fis-3329	6	18	learn	learn	VERB
fis-3329	6	19	the	the	DET
fis-3329	6	20	long	long	ADJ
fis-3329	6	21	-	-	PUNCT
fis-3329	6	22	term	term	NOUN
fis-3329	6	23	historical	historical	ADJ
fis-3329	6	24	dependency	dependency	NOUN
fis-3329	6	25	in	in	ADP
fis-3329	6	26	time	time	NOUN
fis-3329	6	27	series	series	PROPN
fis-3329	6	28	data	data	PROPN
fis-3329	6	29	.	.	PUNCT
fis-3329	7	1	this	this	DET
fis-3329	7	2	proposed	propose	VERB
fis-3329	7	3	method	method	NOUN
fis-3329	7	4	which	which	PRON
fis-3329	7	5	 	 	SPACE
fis-3329	7	6	combines	combine	VERB
fis-3329	7	7	 	 	SPACE
fis-3329	7	8	two	two	NUM
fis-3329	7	9	types	type	NOUN
fis-3329	7	10	of	of	ADP
fis-3329	7	11	features	feature	NOUN
fis-3329	7	12	-spatial	-spatial	ADJ
fis-3329	7	13	and	and	CCONJ
fis-3329	7	14	temporalhelps	temporalhelp	NOUN
fis-3329	7	15	to	to	PART
fis-3329	7	16	increase	increase	VERB
fis-3329	7	17	discrimination	discrimination	NOUN
fis-3329	7	18	ability	ability	NOUN
fis-3329	7	19	when	when	SCONJ
fis-3329	7	20	being	be	AUX
fis-3329	7	21	compared	compare	VERB
fis-3329	7	22	with	with	ADP
fis-3329	7	23	the	the	DET
fis-3329	7	24	one	one	NOUN
fis-3329	7	25	that	that	PRON
fis-3329	7	26	contains	contain	VERB
fis-3329	7	27	deep	deep	ADJ
fis-3329	7	28	features	feature	NOUN
fis-3329	7	29	only	only	ADV
fis-3329	7	30	.	.	PUNCT
fis-3329	8	1	finally	finally	ADV
fis-3329	8	2	,	,	PUNCT
fis-3329	8	3	the	the	DET
fis-3329	8	4	neural	neural	ADJ
fis-3329	8	5	network	network	NOUN
fis-3329	8	6	is	be	AUX
fis-3329	8	7	applied	apply	VERB
fis-3329	8	8	to	to	PART
fis-3329	8	9	categorize	categorize	VERB
fis-3329	8	10	the	the	DET
fis-3329	8	11	time	time	NOUN
fis-3329	8	12	series	series	NOUN
fis-3329	8	13	into	into	ADP
fis-3329	8	14	two	two	NUM
fis-3329	8	15	states	state	NOUN
fis-3329	8	16	undamaged	undamaged	ADJ
fis-3329	8	17	and	and	CCONJ
fis-3329	8	18	damaged	damage	VERB
fis-3329	8	19	.	.	PUNCT
fis-3329	9	1	the	the	DET
fis-3329	9	2	accuracy	accuracy	NOUN
fis-3329	9	3	of	of	ADP
fis-3329	9	4	the	the	DET
fis-3329	9	5	proposed	propose	VERB
fis-3329	9	6	method	method	NOUN
fis-3329	9	7	was	be	AUX
fis-3329	9	8	tested	test	VERB
fis-3329	9	9	on	on	ADP
fis-3329	9	10	a	a	DET
fis-3329	9	11	benchmark	benchmark	ADJ
fis-3329	9	12	dataset	dataset	NOUN
fis-3329	9	13	of	of	ADP
fis-3329	9	14	z24	z24	PROPN
fis-3329	9	15	-	-	PUNCT
fis-3329	9	16	bridge	bridge	NOUN
fis-3329	9	17	(	(	PUNCT
fis-3329	9	18	switzerland	switzerland	PROPN
fis-3329	9	19	)	)	PUNCT
fis-3329	9	20	.	.	PUNCT
fis-3329	10	1	the	the	DET
fis-3329	10	2	result	result	NOUN
fis-3329	10	3	shows	show	VERB
fis-3329	10	4	that	that	SCONJ
fis-3329	10	5	the	the	DET
fis-3329	10	6	hybrid	hybrid	NOUN
fis-3329	10	7	method	method	NOUN
fis-3329	10	8	provides	provide	VERB
fis-3329	10	9	a	a	DET
fis-3329	10	10	high	high	ADJ
fis-3329	10	11	level	level	NOUN
fis-3329	10	12	of	of	ADP
fis-3329	10	13	accuracy	accuracy	NOUN
fis-3329	10	14	in	in	ADP
fis-3329	10	15	damage	damage	NOUN
fis-3329	10	16	identification	identification	NOUN
fis-3329	10	17	of	of	ADP
fis-3329	10	18	the	the	DET
fis-3329	10	19	tested	test	VERB
fis-3329	10	20	structure	structure	NOUN
fis-3329	10	21	.	.	PUNCT
fis-3329	11	1	keywords	keyword	NOUN
fis-3329	11	2	.	.	PUNCT
fis-3329	12	1	damage	damage	NOUN
fis-3329	12	2	detection	detection	NOUN
fis-3329	12	3	;	;	PUNCT
fis-3329	12	4	convolution	convolution	NOUN
fis-3329	12	5	neural	neural	ADJ
fis-3329	12	6	network	network	NOUN
fis-3329	12	7	;	;	PUNCT
fis-3329	12	8	recurrent	recurrent	ADJ
fis-3329	12	9	neural	neural	ADJ
fis-3329	12	10	network	network	NOUN
fis-3329	12	11	.	.	PUNCT
fis-3329	13	1	citation	citation	NOUN
fis-3329	13	2	:	:	PUNCT
fis-3329	13	3	bui	bui	NOUN
fis-3329	13	4	-	-	PUNCT
fis-3329	13	5	ngoc	ngoc	PROPN
fis-3329	13	6	,	,	PUNCT
fis-3329	13	7	d.	d.	PROPN
fis-3329	13	8	,	,	PUNCT
fis-3329	13	9	nguyen	nguyen	NOUN
fis-3329	13	10	-	-	PUNCT
fis-3329	13	11	tran	tran	PROPN
fis-3329	13	12	,	,	PUNCT
fis-3329	13	13	h.	h.	PROPN
fis-3329	13	14	,	,	PUNCT
fis-3329	13	15	nguyen	nguyen	NOUN
fis-3329	13	16	-	-	PUNCT
fis-3329	13	17	ngoc	ngoc	PROPN
fis-3329	13	18	,	,	PUNCT
fis-3329	13	19	l.	l.	PROPN
fis-3329	13	20	,	,	PUNCT
fis-3329	13	21	tran	tran	PROPN
fis-3329	13	22	-	-	PUNCT
fis-3329	13	23	ngoc	ngoc	PROPN
fis-3329	13	24	,	,	PUNCT
fis-3329	13	25	h.	h.	PROPN
fis-3329	13	26	,	,	PUNCT
fis-3329	13	27	bui	bui	NOUN
fis-3329	13	28	-	-	PUNCT
fis-3329	13	29	tien	tien	NOUN
fis-3329	13	30	,	,	PUNCT
fis-3329	13	31	t.	t.	PROPN
fis-3329	13	32	,	,	PUNCT
fis-3329	13	33	tran	tran	PROPN
fis-3329	13	34	-	-	PROPN
fis-3329	13	35	viet	viet	PROPN
fis-3329	13	36	,	,	PUNCT
fis-3329	13	37	h.	h.	PROPN
fis-3329	13	38	,	,	PUNCT
fis-3329	13	39	damage	damage	NOUN
fis-3329	13	40	detection	detection	NOUN
fis-3329	13	41	in	in	ADP
fis-3329	13	42	structural	structural	ADJ
fis-3329	13	43	health	health	NOUN
fis-3329	13	44	monitoring	monitoring	NOUN
fis-3329	13	45	using	use	VERB
fis-3329	13	46	hybrid	hybrid	ADJ
fis-3329	13	47	convolution	convolution	NOUN
fis-3329	13	48	neural	neural	ADJ
fis-3329	13	49	network	network	NOUN
fis-3329	13	50	and	and	CCONJ
fis-3329	13	51	recurrent	recurrent	ADJ
fis-3329	13	52	neural	neural	ADJ
fis-3329	13	53	network	network	NOUN
fis-3329	13	54	,	,	PUNCT
fis-3329	13	55	frattura	frattura	NOUN
fis-3329	13	56	ed	ed	PROPN
fis-3329	13	57	integrità	integrità	PROPN
fis-3329	13	58	strutturale	strutturale	PROPN
fis-3329	13	59	,	,	PUNCT
fis-3329	13	60	59	59	NUM
fis-3329	13	61	(	(	PUNCT
fis-3329	13	62	2022	2022	NUM
fis-3329	13	63	)	)	PUNCT
fis-3329	13	64	461	461	NUM
fis-3329	13	65	-	-	SYM
fis-3329	13	66	470	470	NUM
fis-3329	13	67	.	.	PUNCT
fis-3329	14	1	received	receive	VERB
fis-3329	14	2	:	:	PUNCT
fis-3329	14	3	03.11.2021	03.11.2021	NUM
fis-3329	14	4	accepted	accept	VERB
fis-3329	14	5	:	:	PUNCT
fis-3329	14	6	22.11.2021	22.11.2021	NUM
fis-3329	14	7	published	publish	VERB
fis-3329	14	8	:	:	PUNCT
fis-3329	14	9	01.01.2022	01.01.2022	PROPN
fis-3329	14	10	copyright	copyright	NOUN
fis-3329	14	11	:	:	PUNCT
fis-3329	14	12	©	©	PROPN
fis-3329	14	13	2022	2022	NUM
fis-3329	14	14	this	this	PRON
fis-3329	14	15	is	be	AUX
fis-3329	14	16	an	an	DET
fis-3329	14	17	open	open	ADJ
fis-3329	14	18	access	access	NOUN
fis-3329	14	19	article	article	NOUN
fis-3329	14	20	under	under	ADP
fis-3329	14	21	the	the	DET
fis-3329	14	22	terms	term	NOUN
fis-3329	14	23	of	of	ADP
fis-3329	14	24	the	the	DET
fis-3329	14	25	cc	cc	NOUN
fis-3329	14	26	-	-	PUNCT
fis-3329	14	27	by	by	ADP
fis-3329	14	28	4.0	4.0	NUM
fis-3329	14	29	,	,	PUNCT
fis-3329	14	30	which	which	PRON
fis-3329	14	31	permits	permit	VERB
fis-3329	14	32	unrestricted	unrestricted	ADJ
fis-3329	14	33	use	use	NOUN
fis-3329	14	34	,	,	PUNCT
fis-3329	14	35	distribution	distribution	NOUN
fis-3329	14	36	,	,	PUNCT
fis-3329	14	37	and	and	CCONJ
fis-3329	14	38	reproduction	reproduction	NOUN
fis-3329	14	39	in	in	ADP
fis-3329	14	40	any	any	DET
fis-3329	14	41	medium	medium	NOUN
fis-3329	14	42	,	,	PUNCT
fis-3329	14	43	provided	provide	VERB
fis-3329	14	44	the	the	DET
fis-3329	14	45	original	original	ADJ
fis-3329	14	46	author	author	NOUN
fis-3329	14	47	and	and	CCONJ
fis-3329	14	48	source	source	NOUN
fis-3329	14	49	are	be	AUX
fis-3329	14	50	credited	credit	VERB
fis-3329	14	51	.	.	PUNCT
fis-3329	15	1	https://youtu.be/dejrglr_lsw	https://youtu.be/dejrglr_lsw	PROPN
fis-3329	15	2	d.	d.	PROPN
fis-3329	15	3	bui	bui	PROPN
fis-3329	15	4	-	-	PUNCT
fis-3329	15	5	ngoc	ngoc	PROPN
fis-3329	15	6	et	et	PROPN
fis-3329	15	7	alii	alii	PROPN
fis-3329	15	8	,	,	PUNCT
fis-3329	15	9	frattura	frattura	PROPN
fis-3329	15	10	ed	ed	PROPN
fis-3329	15	11	integrità	integrità	PROPN
fis-3329	15	12	strutturale	strutturale	PROPN
fis-3329	15	13	,	,	PUNCT
fis-3329	15	14	59	59	NUM
fis-3329	15	15	(	(	PUNCT
fis-3329	15	16	2022	2022	NUM
fis-3329	15	17	)	)	PUNCT
fis-3329	15	18	461	461	NUM
fis-3329	15	19	-	-	SYM
fis-3329	15	20	470	470	NUM
fis-3329	15	21	;	;	PUNCT
fis-3329	15	22	doi	doi	NOUN
fis-3329	15	23	:	:	PUNCT
fis-3329	15	24	10.3221	10.3221	NUM
fis-3329	15	25	/	/	SYM
fis-3329	15	26	igf	igf	PROPN
fis-3329	15	27	-	-	PUNCT
fis-3329	15	28	esis.59.30	esis.59.30	PROPN
fis-3329	15	29	462	462	NUM
fis-3329	15	30	introduction	introduction	NOUN
fis-3329	15	31	tructural	tructural	ADJ
fis-3329	15	32	health	health	NOUN
fis-3329	15	33	monitoring	monitoring	NOUN
fis-3329	15	34	(	(	PUNCT
fis-3329	15	35	shm	shm	NOUN
fis-3329	15	36	)	)	PUNCT
fis-3329	15	37	has	have	AUX
fis-3329	15	38	proved	prove	VERB
fis-3329	15	39	to	to	PART
fis-3329	15	40	be	be	AUX
fis-3329	15	41	an	an	DET
fis-3329	15	42	effective	effective	ADJ
fis-3329	15	43	system	system	NOUN
fis-3329	15	44	that	that	PRON
fis-3329	15	45	plays	play	VERB
fis-3329	15	46	a	a	DET
fis-3329	15	47	vital	vital	ADJ
fis-3329	15	48	role	role	NOUN
fis-3329	15	49	in	in	ADP
fis-3329	15	50	ensuring	ensure	VERB
fis-3329	15	51	the	the	DET
fis-3329	15	52	integrity	integrity	NOUN
fis-3329	15	53	and	and	CCONJ
fis-3329	15	54	safety	safety	NOUN
fis-3329	15	55	of	of	ADP
fis-3329	15	56	the	the	DET
fis-3329	15	57	structure	structure	NOUN
fis-3329	15	58	as	as	ADV
fis-3329	15	59	well	well	ADV
fis-3329	15	60	as	as	ADP
fis-3329	15	61	detecting	detect	VERB
fis-3329	15	62	the	the	DET
fis-3329	15	63	development	development	NOUN
fis-3329	15	64	of	of	ADP
fis-3329	15	65	structural	structural	ADJ
fis-3329	15	66	damage	damage	NOUN
fis-3329	15	67	in	in	ADP
fis-3329	15	68	order	order	NOUN
fis-3329	15	69	to	to	PART
fis-3329	15	70	predict	predict	VERB
fis-3329	15	71	the	the	DET
fis-3329	15	72	remaining	remain	VERB
fis-3329	15	73	life	life	NOUN
fis-3329	15	74	cycle	cycle	NOUN
fis-3329	15	75	of	of	ADP
fis-3329	15	76	civil	civil	ADJ
fis-3329	15	77	infrastructures	infrastructure	NOUN
fis-3329	15	78	.	.	PUNCT
fis-3329	16	1	before	before	ADP
fis-3329	16	2	implementing	implement	VERB
fis-3329	16	3	shm	shm	NOUN
fis-3329	16	4	,	,	PUNCT
fis-3329	16	5	it	it	PRON
fis-3329	16	6	is	be	AUX
fis-3329	16	7	important	important	ADJ
fis-3329	16	8	to	to	PART
fis-3329	16	9	understand	understand	VERB
fis-3329	16	10	what	what	PRON
fis-3329	16	11	the	the	DET
fis-3329	16	12	shm	shm	NOUN
fis-3329	16	13	does	do	VERB
fis-3329	16	14	.	.	PUNCT
fis-3329	17	1	it	it	PRON
fis-3329	17	2	processes	process	VERB
fis-3329	17	3	the	the	DET
fis-3329	17	4	experimental	experimental	ADJ
fis-3329	17	5	data	datum	NOUN
fis-3329	17	6	which	which	PRON
fis-3329	17	7	can	can	AUX
fis-3329	17	8	be	be	AUX
fis-3329	17	9	used	use	VERB
fis-3329	17	10	to	to	PART
fis-3329	17	11	identify	identify	VERB
fis-3329	17	12	and	and	CCONJ
fis-3329	17	13	classify	classify	VERB
fis-3329	17	14	structural	structural	ADJ
fis-3329	17	15	damage	damage	NOUN
fis-3329	17	16	levels	level	NOUN
fis-3329	17	17	accordingly	accordingly	ADV
fis-3329	17	18	.	.	PUNCT
fis-3329	18	1	in	in	ADP
fis-3329	18	2	literature	literature	NOUN
fis-3329	18	3	,	,	PUNCT
fis-3329	18	4	existing	exist	VERB
fis-3329	18	5	vibration	vibration	NOUN
fis-3329	18	6	-	-	PUNCT
fis-3329	18	7	based	base	VERB
fis-3329	18	8	damage	damage	NOUN
fis-3329	18	9	detection	detection	NOUN
fis-3329	18	10	methods	method	NOUN
fis-3329	18	11	can	can	AUX
fis-3329	18	12	be	be	AUX
fis-3329	18	13	categorized	categorize	VERB
fis-3329	18	14	into	into	ADP
fis-3329	18	15	either	either	CCONJ
fis-3329	18	16	data	data	NOUN
fis-3329	18	17	-	-	PUNCT
fis-3329	18	18	driven	drive	VERB
fis-3329	18	19	or	or	CCONJ
fis-3329	18	20	model	model	NOUN
fis-3329	18	21	-	-	PUNCT
fis-3329	18	22	based	base	VERB
fis-3329	18	23	methods	method	NOUN
fis-3329	18	24	[	[	X
fis-3329	18	25	1	1	NUM
fis-3329	18	26	,	,	PUNCT
fis-3329	18	27	2	2	NUM
fis-3329	18	28	]	]	PUNCT
fis-3329	18	29	.	.	PUNCT
fis-3329	19	1	traditional	traditional	ADJ
fis-3329	19	2	model	model	NOUN
fis-3329	19	3	-	-	PUNCT
fis-3329	19	4	based	base	VERB
fis-3329	19	5	methods	method	NOUN
fis-3329	19	6	used	use	VERB
fis-3329	19	7	dynamic	dynamic	ADJ
fis-3329	19	8	characteristics	characteristic	NOUN
fis-3329	19	9	of	of	ADP
fis-3329	19	10	the	the	DET
fis-3329	19	11	structure	structure	NOUN
fis-3329	19	12	such	such	ADJ
fis-3329	19	13	as	as	ADP
fis-3329	19	14	natural	natural	ADJ
fis-3329	19	15	frequencies	frequency	NOUN
fis-3329	19	16	,	,	PUNCT
fis-3329	19	17	mode	mode	NOUN
fis-3329	19	18	shapes	shape	NOUN
fis-3329	19	19	,	,	PUNCT
fis-3329	19	20	or	or	CCONJ
fis-3329	19	21	damping	damp	VERB
fis-3329	19	22	ratio	ratio	NOUN
fis-3329	19	23	to	to	PART
fis-3329	19	24	detect	detect	VERB
fis-3329	19	25	damage	damage	NOUN
fis-3329	19	26	[	[	X
fis-3329	19	27	3	3	NUM
fis-3329	19	28	,	,	PUNCT
fis-3329	19	29	4	4	NUM
fis-3329	19	30	,	,	PUNCT
fis-3329	19	31	5	5	NUM
fis-3329	19	32	,	,	PUNCT
fis-3329	19	33	6	6	NUM
fis-3329	19	34	]	]	PUNCT
fis-3329	19	35	.	.	PUNCT
fis-3329	20	1	however	however	ADV
fis-3329	20	2	,	,	PUNCT
fis-3329	20	3	to	to	PART
fis-3329	20	4	detect	detect	VERB
fis-3329	20	5	damage	damage	NOUN
fis-3329	20	6	correctly	correctly	ADV
fis-3329	20	7	,	,	PUNCT
fis-3329	20	8	complicated	complicated	ADJ
fis-3329	20	9	features	feature	NOUN
fis-3329	20	10	that	that	PRON
fis-3329	20	11	affect	affect	VERB
fis-3329	20	12	the	the	DET
fis-3329	20	13	structure	structure	NOUN
fis-3329	20	14	such	such	ADJ
fis-3329	20	15	as	as	ADP
fis-3329	20	16	ambient	ambient	ADJ
fis-3329	20	17	vibration	vibration	NOUN
fis-3329	20	18	,	,	PUNCT
fis-3329	20	19	the	the	DET
fis-3329	20	20	temperature	temperature	NOUN
fis-3329	20	21	have	have	VERB
fis-3329	20	22	to	to	PART
fis-3329	20	23	be	be	AUX
fis-3329	20	24	considered	consider	VERB
fis-3329	20	25	.	.	PUNCT
fis-3329	21	1	in	in	ADP
fis-3329	21	2	data	data	NOUN
fis-3329	21	3	-	-	PUNCT
fis-3329	21	4	driven	drive	VERB
fis-3329	21	5	methods	method	NOUN
fis-3329	21	6	,	,	PUNCT
fis-3329	21	7	there	there	PRON
fis-3329	21	8	exist	exist	VERB
fis-3329	21	9	two	two	NUM
fis-3329	21	10	main	main	ADJ
fis-3329	21	11	approaches	approach	NOUN
fis-3329	21	12	to	to	PART
fis-3329	21	13	solve	solve	VERB
fis-3329	21	14	the	the	DET
fis-3329	21	15	damage	damage	NOUN
fis-3329	21	16	detection	detection	NOUN
fis-3329	21	17	problem	problem	NOUN
fis-3329	21	18	.	.	PUNCT
fis-3329	22	1	the	the	DET
fis-3329	22	2	classic	classic	ADJ
fis-3329	22	3	approach	approach	NOUN
fis-3329	22	4	is	be	AUX
fis-3329	22	5	based	base	VERB
fis-3329	22	6	on	on	ADP
fis-3329	22	7	solving	solve	VERB
fis-3329	22	8	inverse	inverse	NOUN
fis-3329	22	9	problems	problem	NOUN
fis-3329	22	10	[	[	X
fis-3329	22	11	7	7	X
fis-3329	22	12	]	]	PUNCT
fis-3329	22	13	and	and	CCONJ
fis-3329	22	14	the	the	DET
fis-3329	22	15	advanced	advanced	ADJ
fis-3329	22	16	one	one	NOUN
fis-3329	22	17	is	be	AUX
fis-3329	22	18	based	base	VERB
fis-3329	22	19	on	on	ADP
fis-3329	22	20	the	the	DET
fis-3329	22	21	application	application	NOUN
fis-3329	22	22	of	of	ADP
fis-3329	22	23	pattern	pattern	NOUN
fis-3329	22	24	recognition	recognition	NOUN
fis-3329	22	25	or	or	CCONJ
fis-3329	22	26	machine	machine	NOUN
fis-3329	22	27	learning	learn	VERB
fis-3329	22	28	[	[	X
fis-3329	22	29	8	8	NUM
fis-3329	22	30	,	,	PUNCT
fis-3329	22	31	9	9	NUM
fis-3329	22	32	]	]	PUNCT
fis-3329	22	33	.	.	PUNCT
fis-3329	23	1	in	in	ADP
fis-3329	23	2	recent	recent	ADJ
fis-3329	23	3	decades	decade	NOUN
fis-3329	23	4	,	,	PUNCT
fis-3329	23	5	different	different	ADJ
fis-3329	23	6	applications	application	NOUN
fis-3329	23	7	of	of	ADP
fis-3329	23	8	machine	machine	NOUN
fis-3329	23	9	learning	learning	NOUN
fis-3329	23	10	in	in	ADP
fis-3329	23	11	shm	shm	PROPN
fis-3329	23	12	have	have	AUX
fis-3329	23	13	been	be	AUX
fis-3329	23	14	proposed	propose	VERB
fis-3329	23	15	[	[	X
fis-3329	23	16	8	8	NUM
fis-3329	23	17	,	,	PUNCT
fis-3329	23	18	10	10	NUM
fis-3329	23	19	,	,	PUNCT
fis-3329	23	20	11	11	NUM
fis-3329	23	21	,	,	PUNCT
fis-3329	23	22	12	12	NUM
fis-3329	23	23	]	]	PUNCT
fis-3329	23	24	.	.	PUNCT
fis-3329	24	1	all	all	PRON
fis-3329	24	2	of	of	ADP
fis-3329	24	3	them	they	PRON
fis-3329	24	4	focus	focus	VERB
fis-3329	24	5	on	on	ADP
fis-3329	24	6	the	the	DET
fis-3329	24	7	selection	selection	NOUN
fis-3329	24	8	and	and	CCONJ
fis-3329	24	9	extraction	extraction	NOUN
fis-3329	24	10	of	of	ADP
fis-3329	24	11	damaged	damage	VERB
fis-3329	24	12	sensitive	sensitive	ADJ
fis-3329	24	13	features	feature	NOUN
fis-3329	24	14	as	as	ADV
fis-3329	24	15	well	well	ADV
fis-3329	24	16	as	as	ADP
fis-3329	24	17	training	train	VERB
fis-3329	24	18	the	the	DET
fis-3329	24	19	system	system	NOUN
fis-3329	24	20	to	to	PART
fis-3329	24	21	learn	learn	VERB
fis-3329	24	22	optimal	optimal	ADJ
fis-3329	24	23	classifiers	classifier	NOUN
fis-3329	24	24	.	.	PUNCT
fis-3329	25	1	for	for	ADP
fis-3329	25	2	example	example	NOUN
fis-3329	25	3	,	,	PUNCT
fis-3329	25	4	tran	tran	PROPN
fis-3329	25	5	-	-	PUNCT
fis-3329	25	6	ngoc	ngoc	PROPN
fis-3329	25	7	,	,	PUNCT
fis-3329	25	8	h	h	NOUN
fis-3329	25	9	et	et	NOUN
fis-3329	25	10	al	al	PROPN
fis-3329	26	1	[	[	X
fis-3329	26	2	13	13	NUM
fis-3329	26	3	]	]	PUNCT
fis-3329	26	4	proposed	propose	VERB
fis-3329	26	5	employing	employ	VERB
fis-3329	26	6	the	the	DET
fis-3329	26	7	global	global	ADJ
fis-3329	26	8	search	search	NOUN
fis-3329	26	9	capacity	capacity	NOUN
fis-3329	26	10	of	of	ADP
fis-3329	26	11	cuckoo	cuckoo	NOUN
fis-3329	26	12	search	search	NOUN
fis-3329	26	13	(	(	PUNCT
fis-3329	26	14	cs	cs	ADJ
fis-3329	26	15	)	)	PUNCT
fis-3329	26	16	algorithm	algorithm	NOUN
fis-3329	26	17	to	to	PART
fis-3329	26	18	deal	deal	VERB
fis-3329	26	19	with	with	ADP
fis-3329	26	20	local	local	ADJ
fis-3329	26	21	minimum	minimum	ADJ
fis-3329	26	22	problems	problem	NOUN
fis-3329	26	23	of	of	ADP
fis-3329	26	24	artificial	artificial	ADJ
fis-3329	26	25	neural	neural	ADJ
fis-3329	26	26	network	network	NOUN
fis-3329	26	27	(	(	PUNCT
fis-3329	26	28	ann	ann	PROPN
fis-3329	26	29	)	)	PUNCT
fis-3329	26	30	when	when	SCONJ
fis-3329	26	31	detecting	detect	VERB
fis-3329	26	32	damages	damage	NOUN
fis-3329	26	33	of	of	ADP
fis-3329	26	34	a	a	DET
fis-3329	26	35	laboratory	laboratory	NOUN
fis-3329	26	36	beam	beam	NOUN
fis-3329	26	37	and	and	CCONJ
fis-3329	26	38	a	a	DET
fis-3329	26	39	large	large	ADJ
fis-3329	26	40	-	-	PUNCT
fis-3329	26	41	scale	scale	NOUN
fis-3329	26	42	truss	truss	NOUN
fis-3329	26	43	bridge	bridge	NOUN
fis-3329	26	44	.	.	PUNCT
fis-3329	27	1	the	the	DET
fis-3329	27	2	core	core	NOUN
fis-3329	27	3	idea	idea	NOUN
fis-3329	27	4	is	be	AUX
fis-3329	27	5	that	that	SCONJ
fis-3329	27	6	the	the	DET
fis-3329	27	7	proposed	propose	VERB
fis-3329	27	8	approach	approach	NOUN
fis-3329	27	9	referred	refer	VERB
fis-3329	27	10	to	to	ADP
fis-3329	27	11	as	as	SCONJ
fis-3329	27	12	anncs	annc	NOUN
fis-3329	27	13	can	can	AUX
fis-3329	27	14	gain	gain	VERB
fis-3329	27	15	both	both	DET
fis-3329	27	16	advantages	advantage	NOUN
fis-3329	27	17	of	of	ADP
fis-3329	27	18	ann	ann	PROPN
fis-3329	27	19	:	:	PUNCT
fis-3329	27	20	fast	fast	ADJ
fis-3329	27	21	convergence	convergence	NOUN
fis-3329	27	22	based	base	VERB
fis-3329	27	23	on	on	ADP
fis-3329	27	24	gradient	gradient	ADJ
fis-3329	27	25	descent	descent	NOUN
fis-3329	27	26	technique	technique	NOUN
fis-3329	27	27	and	and	CCONJ
fis-3329	27	28	avoidance	avoidance	NOUN
fis-3329	27	29	of	of	ADP
fis-3329	27	30	local	local	ADJ
fis-3329	27	31	minima	minima	NOUN
fis-3329	27	32	based	base	VERB
fis-3329	27	33	on	on	ADP
fis-3329	27	34	stochastic	stochastic	ADJ
fis-3329	27	35	search	search	NOUN
fis-3329	27	36	technique	technique	NOUN
fis-3329	27	37	of	of	ADP
fis-3329	27	38	cs	cs	PROPN
fis-3329	27	39	.	.	PROPN
fis-3329	27	40	moreover	moreover	ADV
fis-3329	27	41	,	,	PUNCT
fis-3329	27	42	in	in	ADP
fis-3329	27	43	their	their	PRON
fis-3329	27	44	work	work	NOUN
fis-3329	27	45	,	,	PUNCT
fis-3329	27	46	a	a	DET
fis-3329	27	47	vectorization	vectorization	NOUN
fis-3329	27	48	technique	technique	NOUN
fis-3329	27	49	was	be	AUX
fis-3329	27	50	applied	apply	VERB
fis-3329	27	51	to	to	PART
fis-3329	27	52	reduce	reduce	VERB
fis-3329	27	53	the	the	DET
fis-3329	27	54	dimension	dimension	NOUN
fis-3329	27	55	of	of	ADP
fis-3329	27	56	data	datum	NOUN
fis-3329	27	57	.	.	PUNCT
fis-3329	28	1	the	the	DET
fis-3329	28	2	results	result	NOUN
fis-3329	28	3	showed	show	VERB
fis-3329	28	4	that	that	SCONJ
fis-3329	28	5	anncs	annc	NOUN
fis-3329	28	6	not	not	PART
fis-3329	28	7	only	only	ADV
fis-3329	28	8	outperformed	outperform	VERB
fis-3329	28	9	traditional	traditional	ADJ
fis-3329	28	10	ann	ann	PROPN
fis-3329	28	11	and	and	CCONJ
fis-3329	28	12	metaheuristic	metaheuristic	ADJ
fis-3329	28	13	algorithms	algorithm	NOUN
fis-3329	28	14	in	in	ADP
fis-3329	28	15	terms	term	NOUN
fis-3329	28	16	of	of	ADP
fis-3329	28	17	accuracy	accuracy	NOUN
fis-3329	28	18	and	and	CCONJ
fis-3329	28	19	but	but	CCONJ
fis-3329	28	20	also	also	ADV
fis-3329	28	21	reduced	reduce	VERB
fis-3329	28	22	significantly	significantly	ADV
fis-3329	28	23	the	the	DET
fis-3329	28	24	computational	computational	ADJ
fis-3329	28	25	cost	cost	NOUN
fis-3329	28	26	in	in	ADP
fis-3329	28	27	comparison	comparison	NOUN
fis-3329	28	28	with	with	ADP
fis-3329	28	29	cs	cs	PROPN
fis-3329	28	30	.	.	PROPN
fis-3329	28	31	auto	auto	NOUN
fis-3329	28	32	-	-	PUNCT
fis-3329	28	33	regressive	regressive	ADJ
fis-3329	28	34	model	model	NOUN
fis-3329	28	35	used	use	VERB
fis-3329	28	36	time	time	NOUN
fis-3329	28	37	series	series	PROPN
fis-3329	28	38	data	datum	NOUN
fis-3329	28	39	to	to	PART
fis-3329	28	40	extract	extract	VERB
fis-3329	28	41	damaged	damage	VERB
fis-3329	28	42	sensitive	sensitive	ADJ
fis-3329	28	43	characteristics	characteristic	NOUN
fis-3329	28	44	from	from	ADP
fis-3329	28	45	their	their	PRON
fis-3329	28	46	model	model	NOUN
fis-3329	28	47	coefficients	coefficient	NOUN
fis-3329	29	1	[	[	X
fis-3329	29	2	11	11	NUM
fis-3329	29	3	]	]	PUNCT
fis-3329	29	4	.	.	PUNCT
fis-3329	30	1	another	another	DET
fis-3329	30	2	popular	popular	ADJ
fis-3329	30	3	machine	machine	NOUN
fis-3329	30	4	learning	learning	NOUN
fis-3329	30	5	method	method	NOUN
fis-3329	30	6	is	be	AUX
fis-3329	30	7	the	the	DET
fis-3329	30	8	support	support	NOUN
fis-3329	30	9	vector	vector	NOUN
fis-3329	30	10	machine	machine	NOUN
fis-3329	30	11	(	(	PUNCT
fis-3329	30	12	svm	svm	PROPN
fis-3329	30	13	)	)	PUNCT
fis-3329	30	14	,	,	PUNCT
fis-3329	30	15	which	which	PRON
fis-3329	30	16	has	have	AUX
fis-3329	30	17	proven	prove	VERB
fis-3329	30	18	to	to	PART
fis-3329	30	19	give	give	VERB
fis-3329	30	20	highly	highly	ADV
fis-3329	30	21	accurate	accurate	ADJ
fis-3329	30	22	results	result	NOUN
fis-3329	30	23	when	when	SCONJ
fis-3329	30	24	dealing	deal	VERB
fis-3329	30	25	with	with	ADP
fis-3329	30	26	small	small	ADJ
fis-3329	30	27	sets	set	NOUN
fis-3329	30	28	of	of	ADP
fis-3329	30	29	data	datum	NOUN
fis-3329	30	30	[	[	X
fis-3329	30	31	10	10	NUM
fis-3329	30	32	,	,	PUNCT
fis-3329	30	33	15	15	NUM
fis-3329	30	34	]	]	PUNCT
fis-3329	30	35	.	.	PUNCT
fis-3329	31	1	other	other	ADJ
fis-3329	31	2	researchers	researcher	NOUN
fis-3329	31	3	used	use	VERB
fis-3329	31	4	statistical	statistical	ADJ
fis-3329	31	5	features	feature	NOUN
fis-3329	31	6	(	(	PUNCT
fis-3329	31	7	which	which	PRON
fis-3329	31	8	can	can	AUX
fis-3329	31	9	be	be	AUX
fis-3329	31	10	obtained	obtain	VERB
fis-3329	31	11	from	from	ADP
fis-3329	31	12	measurement	measurement	NOUN
fis-3329	31	13	data	datum	NOUN
fis-3329	31	14	and	and	CCONJ
fis-3329	31	15	used	use	VERB
fis-3329	31	16	as	as	ADP
fis-3329	31	17	inputs	input	NOUN
fis-3329	31	18	to	to	ADP
fis-3329	31	19	artificial	artificial	ADJ
fis-3329	31	20	neural	neural	ADJ
fis-3329	31	21	network	network	NOUN
fis-3329	31	22	)	)	PUNCT
fis-3329	31	23	and	and	CCONJ
fis-3329	31	24	combined	combine	VERB
fis-3329	31	25	them	they	PRON
fis-3329	31	26	with	with	ADP
fis-3329	31	27	several	several	ADJ
fis-3329	31	28	algorithms	algorithm	NOUN
fis-3329	31	29	to	to	PART
fis-3329	31	30	classify	classify	VERB
fis-3329	31	31	the	the	DET
fis-3329	31	32	damage	damage	NOUN
fis-3329	31	33	levels	level	NOUN
fis-3329	31	34	[	[	X
fis-3329	31	35	16	16	NUM
fis-3329	31	36	,	,	PUNCT
fis-3329	31	37	17	17	NUM
fis-3329	31	38	]	]	PUNCT
fis-3329	31	39	.	.	PUNCT
fis-3329	32	1	recently	recently	ADV
fis-3329	32	2	,	,	PUNCT
fis-3329	32	3	with	with	ADP
fis-3329	32	4	the	the	DET
fis-3329	32	5	rapid	rapid	ADJ
fis-3329	32	6	development	development	NOUN
fis-3329	32	7	in	in	ADP
fis-3329	32	8	technology	technology	NOUN
fis-3329	32	9	,	,	PUNCT
fis-3329	32	10	a	a	DET
fis-3329	32	11	huge	huge	ADJ
fis-3329	32	12	quantity	quantity	NOUN
fis-3329	32	13	of	of	ADP
fis-3329	32	14	data	datum	NOUN
fis-3329	32	15	such	such	ADJ
fis-3329	32	16	as	as	ADP
fis-3329	32	17	image	image	NOUN
fis-3329	32	18	data	datum	NOUN
fis-3329	32	19	,	,	PUNCT
fis-3329	32	20	textbased	textbase	VERB
fis-3329	32	21	data	datum	NOUN
fis-3329	32	22	,	,	PUNCT
fis-3329	32	23	vibration	vibration	NOUN
fis-3329	32	24	data	datum	NOUN
fis-3329	32	25	,	,	PUNCT
fis-3329	32	26	etc	etc	X
fis-3329	32	27	.	.	X
fis-3329	32	28	can	can	AUX
fis-3329	32	29	be	be	AUX
fis-3329	32	30	mined	mine	VERB
fis-3329	32	31	.	.	PUNCT
fis-3329	33	1	moreover	moreover	ADV
fis-3329	33	2	,	,	PUNCT
fis-3329	33	3	lots	lot	NOUN
fis-3329	33	4	of	of	ADP
fis-3329	33	5	modern	modern	ADJ
fis-3329	33	6	algorithms	algorithm	NOUN
fis-3329	33	7	such	such	ADJ
fis-3329	33	8	as	as	ADP
fis-3329	33	9	deep	deep	ADJ
fis-3329	33	10	learning	learning	NOUN
fis-3329	33	11	can	can	AUX
fis-3329	33	12	help	help	VERB
fis-3329	33	13	to	to	PART
fis-3329	33	14	solve	solve	VERB
fis-3329	33	15	big	big	ADJ
fis-3329	33	16	data	datum	NOUN
fis-3329	33	17	problems	problem	NOUN
fis-3329	33	18	efficiently	efficiently	ADV
fis-3329	33	19	due	due	ADP
fis-3329	33	20	to	to	ADP
fis-3329	33	21	their	their	PRON
fis-3329	33	22	ability	ability	NOUN
fis-3329	33	23	to	to	PART
fis-3329	33	24	learn	learn	VERB
fis-3329	33	25	and	and	CCONJ
fis-3329	33	26	analyze	analyze	VERB
fis-3329	33	27	massive	massive	ADJ
fis-3329	33	28	amounts	amount	NOUN
fis-3329	33	29	of	of	ADP
fis-3329	33	30	data	datum	NOUN
fis-3329	33	31	(	(	PUNCT
fis-3329	33	32	for	for	ADP
fis-3329	33	33	example	example	NOUN
fis-3329	33	34	,	,	PUNCT
fis-3329	33	35	vibration	vibration	NOUN
fis-3329	33	36	data	datum	NOUN
fis-3329	33	37	in	in	ADP
fis-3329	33	38	structural	structural	ADJ
fis-3329	33	39	health	health	NOUN
fis-3329	33	40	monitoring	monitoring	NOUN
fis-3329	33	41	)	)	PUNCT
fis-3329	33	42	without	without	ADP
fis-3329	33	43	the	the	DET
fis-3329	33	44	need	need	NOUN
fis-3329	33	45	for	for	ADP
fis-3329	33	46	feature	feature	NOUN
fis-3329	33	47	extraction	extraction	NOUN
fis-3329	33	48	[	[	X
fis-3329	33	49	18	18	NUM
fis-3329	33	50	,	,	PUNCT
fis-3329	33	51	19	19	NUM
fis-3329	33	52	]	]	PUNCT
fis-3329	33	53	.	.	PUNCT
fis-3329	34	1	convolution	convolution	NOUN
fis-3329	34	2	neural	neural	ADJ
fis-3329	34	3	network	network	NOUN
fis-3329	34	4	(	(	PUNCT
fis-3329	34	5	cnn	cnn	PROPN
fis-3329	34	6	)	)	PUNCT
fis-3329	34	7	is	be	AUX
fis-3329	34	8	an	an	DET
fis-3329	34	9	ann	ann	PROPN
fis-3329	34	10	algorithm	algorithm	NOUN
fis-3329	34	11	that	that	PRON
fis-3329	34	12	has	have	AUX
fis-3329	34	13	been	be	AUX
fis-3329	34	14	used	use	VERB
fis-3329	34	15	on	on	ADP
fis-3329	34	16	various	various	ADJ
fis-3329	34	17	processes	process	NOUN
fis-3329	34	18	such	such	ADJ
fis-3329	34	19	as	as	ADP
fis-3329	34	20	image	image	NOUN
fis-3329	34	21	classification	classification	NOUN
fis-3329	34	22	[	[	X
fis-3329	34	23	20	20	NUM
fis-3329	34	24	]	]	PUNCT
fis-3329	34	25	,	,	PUNCT
fis-3329	34	26	speed	speed	NOUN
fis-3329	34	27	recognition	recognition	NOUN
fis-3329	34	28	[	[	X
fis-3329	34	29	21	21	NUM
fis-3329	34	30	]	]	PUNCT
fis-3329	34	31	,	,	PUNCT
fis-3329	34	32	object	object	NOUN
fis-3329	34	33	recognition	recognition	NOUN
fis-3329	35	1	[	[	X
fis-3329	35	2	22	22	NUM
fis-3329	35	3	]	]	PUNCT
fis-3329	35	4	and	and	CCONJ
fis-3329	35	5	damaged	damage	VERB
fis-3329	35	6	detection	detection	NOUN
fis-3329	35	7	[	[	X
fis-3329	35	8	23	23	NUM
fis-3329	35	9	]	]	PUNCT
fis-3329	35	10	.	.	PUNCT
fis-3329	36	1	in	in	ADP
fis-3329	36	2	damaged	damage	VERB
fis-3329	36	3	detection	detection	NOUN
fis-3329	36	4	problem	problem	NOUN
fis-3329	36	5	,	,	PUNCT
fis-3329	36	6	the	the	DET
fis-3329	36	7	first	first	ADJ
fis-3329	36	8	step	step	NOUN
fis-3329	36	9	is	be	AUX
fis-3329	36	10	to	to	PART
fis-3329	36	11	encode	encode	VERB
fis-3329	36	12	the	the	DET
fis-3329	36	13	time	time	NOUN
fis-3329	36	14	series	series	PROPN
fis-3329	36	15	data	datum	NOUN
fis-3329	36	16	into	into	ADP
fis-3329	36	17	images	image	NOUN
fis-3329	36	18	,	,	PUNCT
fis-3329	36	19	followed	follow	VERB
fis-3329	36	20	by	by	ADP
fis-3329	36	21	applying	apply	VERB
fis-3329	36	22	convolution	convolution	NOUN
fis-3329	36	23	neural	neural	ADJ
fis-3329	36	24	network	network	NOUN
fis-3329	36	25	(	(	PUNCT
fis-3329	36	26	cnn	cnn	PROPN
fis-3329	36	27	)	)	PUNCT
fis-3329	36	28	to	to	PART
fis-3329	36	29	localize	localize	VERB
fis-3329	36	30	and	and	CCONJ
fis-3329	36	31	classify	classify	VERB
fis-3329	36	32	damage	damage	NOUN
fis-3329	36	33	levels	level	NOUN
fis-3329	36	34	accordingly	accordingly	ADV
fis-3329	36	35	[	[	X
fis-3329	36	36	19	19	NUM
fis-3329	36	37	]	]	PUNCT
fis-3329	36	38	.	.	PUNCT
fis-3329	37	1	however	however	ADV
fis-3329	37	2	,	,	PUNCT
fis-3329	37	3	in	in	ADP
fis-3329	37	4	the	the	DET
fis-3329	37	5	1d	1d	NUM
fis-3329	37	6	problem	problem	NOUN
fis-3329	37	7	,	,	PUNCT
fis-3329	37	8	although	although	SCONJ
fis-3329	37	9	applying	apply	VERB
fis-3329	37	10	cnn	cnn	NOUN
fis-3329	37	11	can	can	AUX
fis-3329	37	12	help	help	VERB
fis-3329	37	13	to	to	PART
fis-3329	37	14	learn	learn	VERB
fis-3329	37	15	the	the	DET
fis-3329	37	16	inner	inner	ADJ
fis-3329	37	17	characteristics	characteristic	NOUN
fis-3329	37	18	of	of	ADP
fis-3329	37	19	time	time	NOUN
fis-3329	37	20	series	series	PROPN
fis-3329	37	21	data	data	PROPN
fis-3329	37	22	,	,	PUNCT
fis-3329	37	23	it	it	PRON
fis-3329	37	24	is	be	AUX
fis-3329	37	25	unable	unable	ADJ
fis-3329	37	26	to	to	PART
fis-3329	37	27	put	put	VERB
fis-3329	37	28	into	into	ADP
fis-3329	37	29	consideration	consideration	NOUN
fis-3329	37	30	the	the	DET
fis-3329	37	31	correlation	correlation	NOUN
fis-3329	37	32	of	of	ADP
fis-3329	37	33	different	different	ADJ
fis-3329	37	34	time	time	NOUN
fis-3329	37	35	series	series	PROPN
fis-3329	37	36	data	datum	NOUN
fis-3329	37	37	measured	measure	VERB
fis-3329	37	38	.	.	PUNCT
fis-3329	38	1	hence	hence	ADV
fis-3329	38	2	,	,	PUNCT
fis-3329	38	3	this	this	DET
fis-3329	38	4	paper	paper	NOUN
fis-3329	38	5	proposed	propose	VERB
fis-3329	38	6	a	a	DET
fis-3329	38	7	novel	novel	ADJ
fis-3329	38	8	method	method	NOUN
fis-3329	38	9	combining	combine	VERB
fis-3329	38	10	cnn	cnn	PROPN
fis-3329	38	11	and	and	CCONJ
fis-3329	38	12	rnn	rnn	VERB
fis-3329	38	13	to	to	PART
fis-3329	38	14	solve	solve	VERB
fis-3329	38	15	this	this	DET
fis-3329	38	16	setback	setback	NOUN
fis-3329	38	17	of	of	ADP
fis-3329	38	18	cnn	cnn	PROPN
fis-3329	38	19	in	in	ADP
fis-3329	38	20	identifying	identify	VERB
fis-3329	38	21	optimal	optimal	ADJ
fis-3329	38	22	features	feature	NOUN
fis-3329	38	23	.	.	PUNCT
fis-3329	39	1	methodology	methodology	NOUN
fis-3329	39	2	convolution	convolution	NOUN
fis-3329	39	3	neural	neural	ADJ
fis-3329	39	4	network	network	NOUN
fis-3329	39	5	for	for	ADP
fis-3329	39	6	categorization	categorization	NOUN
fis-3329	39	7	of	of	ADP
fis-3329	39	8	time	time	NOUN
fis-3329	39	9	-	-	PUNCT
fis-3329	39	10	series	series	NOUN
fis-3329	39	11	data	data	PROPN
fis-3329	39	12	onvolution	onvolution	NOUN
fis-3329	39	13	neural	neural	ADJ
fis-3329	39	14	network	network	NOUN
fis-3329	39	15	(	(	PUNCT
fis-3329	39	16	cnn	cnn	PROPN
fis-3329	39	17	)	)	PUNCT
fis-3329	39	18	was	be	AUX
fis-3329	39	19	first	first	ADV
fis-3329	39	20	proposed	propose	VERB
fis-3329	39	21	by	by	ADP
fis-3329	39	22	lecun	lecun	PROPN
fis-3329	39	23	et	et	PROPN
fis-3329	39	24	al	al	PROPN
fis-3329	40	1	[	[	X
fis-3329	40	2	20	20	NUM
fis-3329	40	3	]	]	PUNCT
fis-3329	40	4	as	as	ADP
fis-3329	40	5	a	a	DET
fis-3329	40	6	deep	deep	ADJ
fis-3329	40	7	learning	learning	NOUN
fis-3329	40	8	model	model	NOUN
fis-3329	40	9	.	.	PUNCT
fis-3329	41	1	a	a	DET
fis-3329	41	2	cnn	cnn	PROPN
fis-3329	41	3	architecture	architecture	NOUN
fis-3329	41	4	has	have	VERB
fis-3329	41	5	two	two	NUM
fis-3329	41	6	main	main	ADJ
fis-3329	41	7	layers	layer	NOUN
fis-3329	41	8	:	:	PUNCT
fis-3329	41	9	convolution	convolution	NOUN
fis-3329	41	10	and	and	CCONJ
fis-3329	41	11	pooling	pool	VERB
fis-3329	41	12	[	[	X
fis-3329	41	13	22	22	NUM
fis-3329	41	14	]	]	PUNCT
fis-3329	41	15	,	,	PUNCT
fis-3329	41	16	which	which	PRON
fis-3329	41	17	can	can	AUX
fis-3329	41	18	be	be	AUX
fis-3329	41	19	connected	connect	VERB
fis-3329	41	20	to	to	ADP
fis-3329	41	21	other	other	ADJ
fis-3329	41	22	fully	fully	ADV
fis-3329	41	23	-	-	PUNCT
fis-3329	41	24	connected	connect	VERB
fis-3329	41	25	layers	layer	NOUN
fis-3329	41	26	.	.	PUNCT
fis-3329	42	1	from	from	ADP
fis-3329	42	2	these	these	DET
fis-3329	42	3	two	two	NUM
fis-3329	42	4	layers	layer	NOUN
fis-3329	42	5	,	,	PUNCT
fis-3329	42	6	featured	feature	VERB
fis-3329	42	7	maps	map	NOUN
fis-3329	42	8	in	in	ADP
fis-3329	42	9	the	the	DET
fis-3329	42	10	form	form	NOUN
fis-3329	42	11	of	of	ADP
fis-3329	42	12	2d	2d	NUM
fis-3329	42	13	matrices	matrix	NOUN
fis-3329	42	14	of	of	ADP
fis-3329	42	15	cnn	cnn	PROPN
fis-3329	42	16	can	can	AUX
fis-3329	42	17	be	be	AUX
fis-3329	42	18	extracted	extract	VERB
fis-3329	42	19	.	.	PUNCT
fis-3329	43	1	one	one	NUM
fis-3329	43	2	of	of	ADP
fis-3329	43	3	the	the	DET
fis-3329	43	4	main	main	ADJ
fis-3329	43	5	advantages	advantage	NOUN
fis-3329	43	6	of	of	ADP
fis-3329	43	7	cnn	cnn	PROPN
fis-3329	43	8	is	be	AUX
fis-3329	43	9	the	the	DET
fis-3329	43	10	ability	ability	NOUN
fis-3329	43	11	to	to	PART
fis-3329	43	12	learn	learn	VERB
fis-3329	43	13	pertinent	pertinent	ADJ
fis-3329	43	14	characteristics	characteristic	NOUN
fis-3329	43	15	from	from	ADP
fis-3329	43	16	the	the	DET
fis-3329	43	17	provided	provide	VERB
fis-3329	43	18	data	datum	NOUN
fis-3329	43	19	as	as	ADV
fis-3329	43	20	well	well	ADV
fis-3329	43	21	as	as	ADP
fis-3329	43	22	parameter	parameter	NOUN
fis-3329	43	23	sharing	sharing	NOUN
fis-3329	43	24	,	,	PUNCT
fis-3329	43	25	hence	hence	ADV
fis-3329	43	26	the	the	DET
fis-3329	43	27	computational	computational	ADJ
fis-3329	43	28	cost	cost	NOUN
fis-3329	43	29	using	use	VERB
fis-3329	43	30	cnn	cnn	PROPN
fis-3329	43	31	is	be	AUX
fis-3329	43	32	significantly	significantly	ADV
fis-3329	43	33	lower	low	ADJ
fis-3329	43	34	in	in	ADP
fis-3329	43	35	comparison	comparison	NOUN
fis-3329	43	36	with	with	ADP
fis-3329	43	37	other	other	ADJ
fis-3329	43	38	classes	class	NOUN
fis-3329	43	39	of	of	ADP
fis-3329	43	40	neural	neural	ADJ
fis-3329	43	41	network	network	NOUN
fis-3329	43	42	.	.	PUNCT
fis-3329	44	1	commonly	commonly	ADV
fis-3329	44	2	cnn	cnn	PROPN
fis-3329	44	3	has	have	VERB
fis-3329	44	4	a	a	DET
fis-3329	44	5	2d	2d	NUM
fis-3329	44	6	matrix	matrix	NOUN
fis-3329	44	7	as	as	ADP
fis-3329	44	8	input	input	NOUN
fis-3329	44	9	data	datum	NOUN
fis-3329	44	10	,	,	PUNCT
fis-3329	44	11	but	but	CCONJ
fis-3329	44	12	an	an	DET
fis-3329	44	13	altered	altered	ADJ
fis-3329	44	14	model	model	NOUN
fis-3329	44	15	called	call	VERB
fis-3329	44	16	1d	1d	NUM
fis-3329	44	17	cnn	cnn	NOUN
fis-3329	44	18	has	have	AUX
fis-3329	44	19	been	be	AUX
fis-3329	44	20	proposed	propose	VERB
fis-3329	44	21	in	in	ADP
fis-3329	44	22	image	image	NOUN
fis-3329	44	23	processing	processing	NOUN
fis-3329	44	24	.	.	PUNCT
fis-3329	45	1	it	it	PRON
fis-3329	45	2	can	can	AUX
fis-3329	45	3	use	use	VERB
fis-3329	45	4	one	one	NUM
fis-3329	45	5	-	-	PUNCT
fis-3329	45	6	dimensional	dimensional	ADJ
fis-3329	45	7	matrix	matrix	NOUN
fis-3329	45	8	as	as	ADP
fis-3329	45	9	input	input	NOUN
fis-3329	45	10	data	datum	NOUN
fis-3329	45	11	while	while	SCONJ
fis-3329	45	12	still	still	ADV
fis-3329	45	13	having	have	VERB
fis-3329	45	14	all	all	DET
fis-3329	45	15	the	the	DET
fis-3329	45	16	existing	exist	VERB
fis-3329	45	17	advantages	advantage	NOUN
fis-3329	45	18	of	of	ADP
fis-3329	45	19	cnn	cnn	PROPN
fis-3329	45	20	.	.	PUNCT
fis-3329	46	1	recently	recently	ADV
fis-3329	46	2	,	,	PUNCT
fis-3329	46	3	many	many	ADJ
fis-3329	46	4	researchers	researcher	NOUN
fis-3329	46	5	have	have	AUX
fis-3329	46	6	shown	show	VERB
fis-3329	46	7	that	that	SCONJ
fis-3329	46	8	1d	1d	NUM
fis-3329	46	9	cnn	cnn	NOUN
fis-3329	46	10	can	can	AUX
fis-3329	46	11	be	be	AUX
fis-3329	46	12	advantageous	advantageous	ADJ
fis-3329	46	13	when	when	SCONJ
fis-3329	46	14	dealing	deal	VERB
fis-3329	46	15	with	with	ADP
fis-3329	46	16	time	time	NOUN
fis-3329	46	17	series	series	PROPN
fis-3329	46	18	data	datum	NOUN
fis-3329	46	19	in	in	ADP
fis-3329	46	20	shm	shm	NOUN
fis-3329	46	21	to	to	PART
fis-3329	46	22	reduce	reduce	VERB
fis-3329	46	23	the	the	DET
fis-3329	46	24	computational	computational	ADJ
fis-3329	46	25	cost	cost	NOUN
fis-3329	46	26	since	since	SCONJ
fis-3329	46	27	1d	1d	NUM
fis-3329	46	28	cnn	cnn	NOUN
fis-3329	46	29	only	only	ADV
fis-3329	46	30	uses	uses	AUX
fis-3329	46	31	array	array	VERB
fis-3329	46	32	operations	operation	NOUN
fis-3329	46	33	for	for	ADP
fis-3329	46	34	the	the	DET
fis-3329	46	35	calculation	calculation	NOUN
fis-3329	46	36	of	of	ADP
fis-3329	46	37	forward	forward	ADJ
fis-3329	46	38	and	and	CCONJ
fis-3329	46	39	backward	backward	ADJ
fis-3329	46	40	propagation	propagation	NOUN
fis-3329	46	41	.	.	PUNCT
fis-3329	47	1	moreover	moreover	ADV
fis-3329	47	2	,	,	PUNCT
fis-3329	47	3	shallow	shallow	ADJ
fis-3329	47	4	architecture	architecture	NOUN
fis-3329	47	5	1d	1d	NUM
fis-3329	47	6	cnn	cnn	NOUN
fis-3329	47	7	can	can	AUX
fis-3329	47	8	be	be	AUX
fis-3329	47	9	trained	train	VERB
fis-3329	47	10	and	and	CCONJ
fis-3329	47	11	implemented	implement	VERB
fis-3329	47	12	easily	easily	ADV
fis-3329	47	13	and	and	CCONJ
fis-3329	47	14	effectively	effectively	ADV
fis-3329	47	15	to	to	PART
fis-3329	47	16	learn	learn	VERB
fis-3329	47	17	the	the	DET
fis-3329	47	18	required	require	VERB
fis-3329	47	19	function	function	NOUN
fis-3329	47	20	in	in	ADP
fis-3329	47	21	time	time	NOUN
fis-3329	47	22	series	series	PROPN
fis-3329	47	23	problems	problem	NOUN
fis-3329	47	24	.	.	PUNCT
fis-3329	48	1	the	the	DET
fis-3329	48	2	1d	1d	NUM
fis-3329	48	3	cnn	cnn	NOUN
fis-3329	48	4	architecture	architecture	NOUN
fis-3329	48	5	for	for	ADP
fis-3329	48	6	damage	damage	NOUN
fis-3329	48	7	detection	detection	NOUN
fis-3329	48	8	used	use	VERB
fis-3329	48	9	in	in	ADP
fis-3329	48	10	this	this	DET
fis-3329	48	11	paper	paper	NOUN
fis-3329	48	12	is	be	AUX
fis-3329	48	13	employed	employ	VERB
fis-3329	48	14	from	from	ADP
fis-3329	48	15	[	[	X
fis-3329	48	16	24	24	NUM
fis-3329	48	17	]	]	PUNCT
fis-3329	48	18	.	.	PUNCT
fis-3329	49	1	the	the	DET
fis-3329	49	2	1d	1d	NUM
fis-3329	49	3	cnn	cnn	NOUN
fis-3329	49	4	architecture	architecture	NOUN
fis-3329	49	5	consists	consist	VERB
fis-3329	49	6	of	of	ADP
fis-3329	49	7	two	two	NUM
fis-3329	49	8	main	main	ADJ
fis-3329	49	9	layers	layer	NOUN
fis-3329	49	10	:	:	PUNCT
fis-3329	49	11	the	the	DET
fis-3329	49	12	convolution	convolution	NOUN
fis-3329	49	13	and	and	CCONJ
fis-3329	49	14	pooling	pool	VERB
fis-3329	49	15	layers	layer	NOUN
fis-3329	49	16	for	for	ADP
fis-3329	49	17	the	the	DET
fis-3329	49	18	extraction	extraction	NOUN
fis-3329	49	19	of	of	ADP
fis-3329	49	20	the	the	DET
fis-3329	49	21	concerning	concern	VERB
fis-3329	49	22	features	feature	NOUN
fis-3329	49	23	.	.	PUNCT
fis-3329	50	1	extracted	extract	VERB
fis-3329	50	2	features	feature	NOUN
fis-3329	50	3	are	be	AUX
fis-3329	50	4	then	then	ADV
fis-3329	50	5	classified	classify	VERB
fis-3329	50	6	from	from	ADP
fis-3329	50	7	fully	fully	ADV
fis-3329	50	8	connected	connect	VERB
fis-3329	50	9	layers	layer	NOUN
fis-3329	50	10	as	as	SCONJ
fis-3329	50	11	desired	desire	VERB
fis-3329	50	12	.	.	PUNCT
fis-3329	51	1	s	s	PART
fis-3329	51	2	c	c	PROPN
fis-3329	51	3	d.	d.	PROPN
fis-3329	51	4	bui	bui	PROPN
fis-3329	51	5	-	-	PUNCT
fis-3329	51	6	ngoc	ngoc	PROPN
fis-3329	51	7	et	et	PROPN
fis-3329	51	8	alii	alii	PROPN
fis-3329	51	9	,	,	PUNCT
fis-3329	51	10	frattura	frattura	PROPN
fis-3329	51	11	ed	ed	PROPN
fis-3329	51	12	integrità	integrità	PROPN
fis-3329	51	13	strutturale	strutturale	PROPN
fis-3329	51	14	,	,	PUNCT
fis-3329	51	15	59	59	NUM
fis-3329	51	16	(	(	PUNCT
fis-3329	51	17	2022	2022	NUM
fis-3329	51	18	)	)	PUNCT
fis-3329	51	19	461	461	NUM
fis-3329	51	20	-	-	SYM
fis-3329	51	21	470	470	NUM
fis-3329	51	22	;	;	PUNCT
fis-3329	51	23	doi	doi	NOUN
fis-3329	51	24	:	:	PUNCT
fis-3329	51	25	10.3221	10.3221	NUM
fis-3329	51	26	/	/	SYM
fis-3329	51	27	igf	igf	PROPN
fis-3329	51	28	-	-	PUNCT
fis-3329	51	29	esis.59.30	esis.59.30	PROPN
fis-3329	51	30	463	463	NUM
fis-3329	51	31	for	for	ADP
fis-3329	51	32	each	each	DET
fis-3329	51	33	layer	layer	NOUN
fis-3329	51	34	,	,	PUNCT
fis-3329	51	35	the	the	DET
fis-3329	51	36	forward	forward	ADJ
fis-3329	51	37	propagation	propagation	NOUN
fis-3329	51	38	is	be	AUX
fis-3329	51	39	calculated	calculate	VERB
fis-3329	51	40	by	by	ADP
fis-3329	51	41	the	the	DET
fis-3329	51	42	following	follow	VERB
fis-3329	51	43	eqn	eqn	NOUN
fis-3329	51	44	.	.	PUNCT
fis-3329	52	1	(	(	PUNCT
fis-3329	52	2	1	1	X
fis-3329	52	3	)	)	PUNCT
fis-3329	52	4	as	as	ADP
fis-3329	52	5	below	below	ADV
fis-3329	52	6	:	:	PUNCT
fis-3329	52	7			NOUN
fis-3329	52	8			PUNCT
fis-3329	52	9			PROPN
fis-3329	52	10			PROPN
fis-3329	52	11			PROPN
fis-3329	52	12			PROPN
fis-3329	52	13			PROPN
fis-3329	52	14			NOUN
fis-3329	52	15	1	1	NUM
fis-3329	52	16	1	1	NUM
fis-3329	52	17	1	1	NUM
fis-3329	52	18	1	1	NUM
fis-3329	52	19	conv	conv	NOUN
fis-3329	52	20	w	w	PROPN
fis-3329	52	21	,	,	PUNCT
fis-3329	52	22	s	s	VERB
fis-3329	52	23	ln	ln	NOUN
fis-3329	53	1	i	i	NOUN
fis-3329	53	2	l	l	NOUN
fis-3329	53	3	l	l	NOUN
fis-3329	54	1	i	i	PRON
fis-3329	54	2	k	k	PROPN
fis-3329	54	3	ik	ik	PROPN
fis-3329	55	1	i	i	NOUN
fis-3329	55	2	k	k	PROPN
fis-3329	56	1	i	i	PRON
fis-3329	56	2	x	x	PROPN
fis-3329	56	3	b	b	X
fis-3329	56	4	(	(	PUNCT
fis-3329	56	5	1	1	NUM
fis-3329	56	6	)	)	PUNCT
fis-3329	56	7	where	where	SCONJ
fis-3329	56	8	l	l	PROPN
fis-3329	56	9	kx	kx	PROPN
fis-3329	56	10	is	be	AUX
fis-3329	56	11	the	the	DET
fis-3329	56	12	input	input	NOUN
fis-3329	56	13	,	,	PUNCT
fis-3329	56	14	1	1	ADJ
fis-3329	56	15	  	  	SPACE
fis-3329	56	16	l	l	NOUN
fis-3329	56	17	ikw	ikw	NOUN
fis-3329	56	18	is	be	AUX
fis-3329	56	19	the	the	DET
fis-3329	56	20	kernel	kernel	NOUN
fis-3329	56	21	from	from	ADP
fis-3329	56	22	thi	thi	ADP
fis-3329	56	23	neural	neural	NOUN
fis-3329	56	24	at	at	ADP
fis-3329	56	25	layer	layer	NOUN
fis-3329	56	26	1l	1l	PROPN
fis-3329	56	27	to	to	PART
fis-3329	56	28	thk	thk	VERB
fis-3329	56	29	neural	neural	NOUN
fis-3329	56	30	at	at	ADP
fis-3329	56	31	layer	layer	NOUN
fis-3329	56	32	l	l	NOUN
fis-3329	56	33	,	,	PUNCT
fis-3329	56	34	1	1	ADJ
fis-3329	56	35	  	  	SPACE
fis-3329	56	36	l	l	NOUN
fis-3329	56	37	is	be	AUX
fis-3329	56	38	is	be	AUX
fis-3329	56	39	the	the	DET
fis-3329	56	40	output	output	NOUN
fis-3329	56	41	of	of	ADP
fis-3329	56	42	thi	thi	VERB
fis-3329	56	43	neural	neural	NOUN
fis-3329	56	44	at	at	ADP
fis-3329	56	45	layer	layer	NOUN
fis-3329	56	46	1l	1l	PROPN
fis-3329	56	47	,	,	PUNCT
fis-3329	56	48	l	l	PROPN
fis-3329	56	49	kb	kb	PROPN
fis-3329	56	50	is	be	AUX
fis-3329	56	51	the	the	DET
fis-3329	56	52	bias	bias	NOUN
fis-3329	56	53	of	of	ADP
fis-3329	56	54	the	the	DET
fis-3329	56	55	thk	thk	PROPN
fis-3329	56	56	neural	neural	NOUN
fis-3329	56	57	at	at	ADP
fis-3329	56	58	layer	layer	NOUN
fis-3329	56	59	l	l	NOUN
fis-3329	56	60	.	.	PUNCT
fis-3329	57	1	the	the	DET
fis-3329	57	2	intermediate	intermediate	ADJ
fis-3329	57	3	output	output	NOUN
fis-3329	57	4	l	l	PROPN
fis-3329	57	5	ky	ky	PROPN
fis-3329	57	6	can	can	AUX
fis-3329	57	7	then	then	ADV
fis-3329	57	8	be	be	AUX
fis-3329	57	9	calculated	calculate	VERB
fis-3329	57	10	based	base	VERB
fis-3329	57	11	on	on	ADP
fis-3329	57	12	the	the	DET
fis-3329	57	13	activation	activation	NOUN
fis-3329	57	14	function	function	VERB
fis-3329	57	15			NOUN
fis-3329	57	16	.f	.f	PUNCT
fis-3329	57	17	as	as	ADP
fis-3329	57	18	:	:	PUNCT
fis-3329	57	19			PROPN
fis-3329	57	20	l	l	PROPN
fis-3329	58	1	l	l	PROPN
fis-3329	58	2	k	k	PROPN
fis-3329	59	1	ky	ky	PROPN
fis-3329	59	2	f	f	PROPN
fis-3329	59	3	x	x	X
fis-3329	59	4	.	.	PUNCT
fis-3329	60	1	back	back	ADJ
fis-3329	60	2	propagation	propagation	NOUN
fis-3329	60	3	algorithm	algorithm	NOUN
fis-3329	60	4	is	be	AUX
fis-3329	60	5	used	use	VERB
fis-3329	60	6	to	to	PART
fis-3329	60	7	train	train	VERB
fis-3329	60	8	the	the	DET
fis-3329	60	9	network	network	NOUN
fis-3329	60	10	based	base	VERB
fis-3329	60	11	on	on	ADP
fis-3329	60	12	identifying	identify	VERB
fis-3329	60	13	the	the	DET
fis-3329	60	14	gradient	gradient	NOUN
fis-3329	60	15	of	of	ADP
fis-3329	60	16	the	the	DET
fis-3329	60	17	loss	loss	NOUN
fis-3329	60	18	function	function	NOUN
fis-3329	60	19			NOUN
fis-3329	61	1	e	e	PROPN
fis-3329	61	2	y	y	PROPN
fis-3329	61	3	from	from	ADP
fis-3329	61	4	the	the	DET
fis-3329	61	5	weights	weight	NOUN
fis-3329	61	6	of	of	ADP
fis-3329	61	7	the	the	DET
fis-3329	61	8	cnn	cnn	PROPN
fis-3329	61	9	.	.	PUNCT
fis-3329	62	1	the	the	DET
fis-3329	62	2	derivative	derivative	NOUN
fis-3329	62	3	of	of	ADP
fis-3329	62	4	the	the	DET
fis-3329	62	5	error	error	NOUN
fis-3329	62	6	with	with	ADP
fis-3329	62	7	respect	respect	NOUN
fis-3329	62	8	to	to	ADP
fis-3329	62	9	each	each	DET
fis-3329	62	10	weight	weight	NOUN
fis-3329	62	11	is	be	AUX
fis-3329	62	12	calculated	calculate	VERB
fis-3329	62	13	by	by	ADP
fis-3329	62	14	eqn	eqn	NOUN
fis-3329	62	15	.	.	PUNCT
fis-3329	63	1	(	(	PUNCT
fis-3329	63	2	2	2	NUM
fis-3329	63	3	)	)	PUNCT
fis-3329	63	4	as	as	ADP
fis-3329	63	5	below	below	ADV
fis-3329	63	6	:	:	PUNCT
fis-3329	63	7			PROPN
fis-3329	63	8			NUM
fis-3329	63	9			NOUN
fis-3329	63	10			ADJ
fis-3329	63	11	,	,	PUNCT
fis-3329	63	12	,	,	PUNCT
fis-3329	63	13	w	w	PROPN
fis-3329	63	14	w	w	PROPN
fis-3329	63	15	l	l	NOUN
fis-3329	64	1	i	i	PRON
fis-3329	64	2	kl	kl	INTJ
fis-3329	65	1	i	i	INTJ
fis-3329	65	2	k	k	PROPN
fis-3329	65	3	e	e	X
fis-3329	65	4	(	(	PUNCT
fis-3329	65	5	2	2	X
fis-3329	65	6	)	)	PUNCT
fis-3329	65	7	the	the	DET
fis-3329	65	8	weight	weight	NOUN
fis-3329	65	9	is	be	AUX
fis-3329	65	10	then	then	ADV
fis-3329	65	11	calculated	calculate	VERB
fis-3329	65	12	based	base	VERB
fis-3329	65	13	on	on	ADP
fis-3329	65	14	the	the	DET
fis-3329	65	15	computation	computation	NOUN
fis-3329	65	16	of	of	ADP
fis-3329	65	17	the	the	DET
fis-3329	65	18	gradients	gradient	NOUN
fis-3329	65	19	of	of	ADP
fis-3329	65	20	layers	layer	NOUN
fis-3329	65	21	as	as	ADP
fis-3329	65	22	below	below	ADV
fis-3329	65	23	:	:	PUNCT
fis-3329	66	1			X
fis-3329	66	2			PROPN
fis-3329	66	3	*	*	NUM
fis-3329	66	4	,	,	PUNCT
fis-3329	66	5	,	,	PUNCT
fis-3329	66	6	,	,	PUNCT
fis-3329	66	7	w	w	PROPN
fis-3329	66	8	w	w	PROPN
fis-3329	66	9	wl	wl	PROPN
fis-3329	66	10	l	l	PROPN
fis-3329	66	11	l	l	NOUN
fis-3329	67	1	i	i	PRON
fis-3329	67	2	k	k	INTJ
fis-3329	68	1	i	i	PRON
fis-3329	68	2	k	k	INTJ
fis-3329	69	1	i	i	PRON
fis-3329	69	2	k	k	PROPN
fis-3329	69	3	(	(	PUNCT
fis-3329	69	4	3	3	NUM
fis-3329	69	5	)	)	PUNCT
fis-3329	69	6	where	where	SCONJ
fis-3329	69	7			NUM
fis-3329	69	8	is	be	AUX
fis-3329	69	9	the	the	DET
fis-3329	69	10	learning	learning	NOUN
fis-3329	69	11	rate	rate	NOUN
fis-3329	69	12	,	,	PUNCT
fis-3329	69	13	*	*	PUNCT
fis-3329	69	14	,	,	PUNCT
fis-3329	69	15	w	w	NOUN
fis-3329	69	16	l	l	NOUN
fis-3329	70	1	i	i	PRON
fis-3329	70	2	k	k	PROPN
fis-3329	70	3	is	be	AUX
fis-3329	70	4	the	the	DET
fis-3329	70	5	weight	weight	NOUN
fis-3329	70	6	of	of	ADP
fis-3329	70	7	the	the	DET
fis-3329	70	8	next	next	ADJ
fis-3329	70	9	iteration	iteration	NOUN
fis-3329	70	10	.	.	PUNCT
fis-3329	71	1	details	detail	NOUN
fis-3329	71	2	of	of	ADP
fis-3329	71	3	the	the	DET
fis-3329	71	4	calculation	calculation	NOUN
fis-3329	71	5	can	can	AUX
fis-3329	71	6	be	be	AUX
fis-3329	71	7	seen	see	VERB
fis-3329	71	8	in	in	ADP
fis-3329	71	9	[	[	X
fis-3329	71	10	23	23	NUM
fis-3329	71	11	]	]	PUNCT
fis-3329	71	12	.	.	PUNCT
fis-3329	72	1	recurrent	recurrent	ADJ
fis-3329	72	2	neural	neural	ADJ
fis-3329	72	3	network	network	NOUN
fis-3329	72	4	recurrent	recurrent	NOUN
fis-3329	72	5	neural	neural	ADJ
fis-3329	72	6	network	network	NOUN
fis-3329	72	7	(	(	PUNCT
fis-3329	72	8	rnn	rnn	PROPN
fis-3329	72	9	)	)	PUNCT
fis-3329	72	10	is	be	AUX
fis-3329	72	11	a	a	DET
fis-3329	72	12	class	class	NOUN
fis-3329	72	13	of	of	ADP
fis-3329	72	14	ann	ann	PROPN
fis-3329	72	15	in	in	ADP
fis-3329	72	16	which	which	PRON
fis-3329	72	17	the	the	DET
fis-3329	72	18	outputs	output	NOUN
fis-3329	72	19	from	from	ADP
fis-3329	72	20	neurons	neuron	NOUN
fis-3329	72	21	are	be	AUX
fis-3329	72	22	used	use	VERB
fis-3329	72	23	as	as	ADP
fis-3329	72	24	feedback	feedback	NOUN
fis-3329	72	25	to	to	ADP
fis-3329	72	26	the	the	DET
fis-3329	72	27	neurons	neuron	NOUN
fis-3329	72	28	of	of	ADP
fis-3329	72	29	the	the	DET
fis-3329	72	30	previous	previous	ADJ
fis-3329	72	31	layer.rnn	layer.rnn	NOUN
fis-3329	72	32	has	have	AUX
fis-3329	72	33	been	be	AUX
fis-3329	72	34	proved	prove	VERB
fis-3329	72	35	to	to	PART
fis-3329	72	36	have	have	VERB
fis-3329	72	37	various	various	ADJ
fis-3329	72	38	advantages	advantage	NOUN
fis-3329	72	39	in	in	ADP
fis-3329	72	40	data	datum	NOUN
fis-3329	72	41	processing	processing	NOUN
fis-3329	72	42	:	:	PUNCT
fis-3329	72	43	it	it	PRON
fis-3329	72	44	has	have	VERB
fis-3329	72	45	the	the	DET
fis-3329	72	46	ability	ability	NOUN
fis-3329	72	47	to	to	PART
fis-3329	72	48	process	process	VERB
fis-3329	72	49	input	input	NOUN
fis-3329	72	50	data	datum	NOUN
fis-3329	72	51	of	of	ADP
fis-3329	72	52	any	any	DET
fis-3329	72	53	length	length	NOUN
fis-3329	72	54	;	;	PUNCT
fis-3329	72	55	model	model	NOUN
fis-3329	72	56	size	size	NOUN
fis-3329	72	57	does	do	AUX
fis-3329	72	58	not	not	PART
fis-3329	72	59	increase	increase	VERB
fis-3329	72	60	when	when	SCONJ
fis-3329	72	61	the	the	DET
fis-3329	72	62	number	number	NOUN
fis-3329	72	63	of	of	ADP
fis-3329	72	64	input	input	NOUN
fis-3329	72	65	increases	increase	NOUN
fis-3329	72	66	;	;	PUNCT
fis-3329	72	67	calculation	calculation	NOUN
fis-3329	72	68	process	process	NOUN
fis-3329	72	69	can	can	AUX
fis-3329	72	70	make	make	VERB
fis-3329	72	71	use	use	NOUN
fis-3329	72	72	of	of	ADP
fis-3329	72	73	the	the	DET
fis-3329	72	74	old	old	ADJ
fis-3329	72	75	information	information	NOUN
fis-3329	72	76	;	;	PUNCT
fis-3329	72	77	weights	weight	NOUN
fis-3329	72	78	are	be	AUX
fis-3329	72	79	shared	share	VERB
fis-3329	72	80	throughout	throughout	ADP
fis-3329	72	81	the	the	DET
fis-3329	72	82	processing.fig	processing.fig	NOUN
fis-3329	72	83	.	.	NOUN
fis-3329	72	84	1	1	NUM
fis-3329	72	85	below	below	ADP
fis-3329	72	86	presents	present	VERB
fis-3329	72	87	a	a	DET
fis-3329	72	88	common	common	ADJ
fis-3329	72	89	rnn	rnn	NOUN
fis-3329	72	90	structure	structure	NOUN
fis-3329	72	91	:	:	PUNCT
fis-3329	72	92	figure	figure	NOUN
fis-3329	72	93	1	1	NUM
fis-3329	72	94	:	:	PUNCT
fis-3329	72	95	recurrent	recurrent	ADJ
fis-3329	72	96	neural	neural	ADJ
fis-3329	72	97	network	network	NOUN
fis-3329	72	98	structure	structure	NOUN
fis-3329	72	99	in	in	ADP
fis-3329	72	100	rnn	rnn	PROPN
fis-3329	72	101	,	,	PUNCT
fis-3329	72	102	the	the	DET
fis-3329	72	103	hidden	hidden	ADJ
fis-3329	72	104	state	state	NOUN
fis-3329	72	105	at	at	ADP
fis-3329	72	106	time	time	NOUN
fis-3329	72	107	tth	tth	PROPN
fis-3329	72	108	can	can	AUX
fis-3329	72	109	be	be	AUX
fis-3329	72	110	calculated	calculate	VERB
fis-3329	72	111	in	in	ADP
fis-3329	72	112	the	the	DET
fis-3329	72	113	eqn	eqn	NOUN
fis-3329	72	114	.	.	PUNCT
fis-3329	73	1	(	(	PUNCT
fis-3329	73	2	4	4	NUM
fis-3329	73	3	)	)	PUNCT
fis-3329	73	4	as	as	ADP
fis-3329	73	5	below	below	ADV
fis-3329	73	6	:	:	PUNCT
fis-3329	73	7			ADJ
fis-3329	73	8			PUNCT
fis-3329	73	9	1(ux	1(ux	NUM
fis-3329	73	10	v	v	NOUN
fis-3329	73	11	)	)	PUNCT
fis-3329	73	12	t	t	PROPN
fis-3329	73	13	t	t	PROPN
fis-3329	73	14	th	th	X
fis-3329	73	15	f	f	PROPN
fis-3329	73	16	h	h	PROPN
fis-3329	73	17	(	(	PUNCT
fis-3329	73	18	4	4	NUM
fis-3329	73	19	)	)	PUNCT
fis-3329	73	20	where	where	SCONJ
fis-3329	73	21	th	th	X
fis-3329	73	22	is	be	AUX
fis-3329	73	23	a	a	DET
fis-3329	73	24	hidden	hidden	ADJ
fis-3329	73	25	state	state	NOUN
fis-3329	73	26	at	at	ADP
fis-3329	73	27	time	time	NOUN
fis-3329	73	28	t	t	PROPN
fis-3329	73	29	,	,	PUNCT
fis-3329	73	30	tx	tx	PROPN
fis-3329	73	31	is	be	AUX
fis-3329	73	32	an	an	DET
fis-3329	73	33	input	input	NOUN
fis-3329	73	34	at	at	ADP
fis-3329	73	35	time	time	NOUN
fis-3329	73	36	t.	t.	PROPN
fis-3329	73	37	f	f	PROPN
fis-3329	73	38	is	be	AUX
fis-3329	73	39	a	a	DET
fis-3329	73	40	linear	linear	ADJ
fis-3329	73	41	function	function	NOUN
fis-3329	73	42	liked	like	VERB
fis-3329	73	43	tang	tang	PROPN
fis-3329	73	44	hyperbolic	hyperbolic	PROPN
fis-3329	73	45	(	(	PUNCT
fis-3329	73	46	tanh	tanh	NOUN
fis-3329	73	47	)	)	PUNCT
fis-3329	73	48	or	or	CCONJ
fis-3329	73	49	relu	relu	NOUN
fis-3329	73	50	.	.	PUNCT
fis-3329	74	1	for	for	ADP
fis-3329	74	2	the	the	DET
fis-3329	74	3	first	first	ADJ
fis-3329	74	4	hidden	hide	VERB
fis-3329	74	5	state	state	NOUN
fis-3329	74	6	,	,	PUNCT
fis-3329	74	7	the	the	DET
fis-3329	74	8	initial	initial	ADJ
fis-3329	74	9	1th	1th	NOUN
fis-3329	74	10	is	be	AUX
fis-3329	74	11	assigned	assign	VERB
fis-3329	74	12	to	to	ADP
fis-3329	74	13	zero	zero	NUM
fis-3329	74	14	.	.	PUNCT
fis-3329	75	1	to	to	PART
fis-3329	75	2	is	be	AUX
fis-3329	75	3	output	output	NOUN
fis-3329	75	4	at	at	ADP
fis-3329	75	5	time	time	NOUN
fis-3329	75	6	t	t	PROPN
fis-3329	75	7	and	and	CCONJ
fis-3329	75	8	can	can	AUX
fis-3329	75	9	be	be	AUX
fis-3329	75	10	used	use	VERB
fis-3329	75	11	as	as	ADP
fis-3329	75	12	:	:	PUNCT
fis-3329	75	13			NUM
fis-3329	75	14	softmax	softmax	NOUN
fis-3329	75	15	(	(	PUNCT
fis-3329	75	16	)	)	PUNCT
fis-3329	75	17	t	t	PROPN
fis-3329	75	18	to	to	ADP
fis-3329	75	19	vh	vh	PROPN
fis-3329	75	20	(	(	PUNCT
fis-3329	75	21	5	5	NUM
fis-3329	75	22	)	)	PUNCT
fis-3329	75	23	d.	d.	PROPN
fis-3329	75	24	bui	bui	PROPN
fis-3329	75	25	-	-	PUNCT
fis-3329	75	26	ngoc	ngoc	PROPN
fis-3329	75	27	et	et	PROPN
fis-3329	75	28	alii	alii	PROPN
fis-3329	75	29	,	,	PUNCT
fis-3329	75	30	frattura	frattura	PROPN
fis-3329	75	31	ed	ed	PROPN
fis-3329	75	32	integrità	integrità	PROPN
fis-3329	75	33	strutturale	strutturale	PROPN
fis-3329	75	34	,	,	PUNCT
fis-3329	75	35	59	59	NUM
fis-3329	75	36	(	(	PUNCT
fis-3329	75	37	2022	2022	NUM
fis-3329	75	38	)	)	PUNCT
fis-3329	75	39	461	461	NUM
fis-3329	75	40	-	-	SYM
fis-3329	75	41	470	470	NUM
fis-3329	75	42	;	;	PUNCT
fis-3329	75	43	doi	doi	NOUN
fis-3329	75	44	:	:	PUNCT
fis-3329	75	45	10.3221	10.3221	NUM
fis-3329	75	46	/	/	SYM
fis-3329	75	47	igf	igf	PROPN
fis-3329	75	48	-	-	PUNCT
fis-3329	75	49	esis.59.30	esis.59.30	PROPN
fis-3329	75	50	464	464	NUM
fis-3329	75	51	since	since	SCONJ
fis-3329	75	52	rnn	rnn	VERB
fis-3329	75	53	only	only	ADV
fis-3329	75	54	has	have	VERB
fis-3329	75	55	1	1	NUM
fis-3329	75	56	output	output	NOUN
fis-3329	75	57	,	,	PUNCT
fis-3329	75	58	that	that	SCONJ
fis-3329	75	59	output	output	NOUN
fis-3329	75	60	would	would	AUX
fis-3329	75	61	be	be	AUX
fis-3329	75	62	able	able	ADJ
fis-3329	75	63	to	to	PART
fis-3329	75	64	learn	learn	VERB
fis-3329	75	65	from	from	ADP
fis-3329	75	66	all	all	DET
fis-3329	75	67	the	the	DET
fis-3329	75	68	information	information	NOUN
fis-3329	75	69	fed	feed	VERB
fis-3329	75	70	from	from	ADP
fis-3329	75	71	the	the	DET
fis-3329	75	72	given	give	VERB
fis-3329	75	73	inputs	input	NOUN
fis-3329	75	74	.	.	PUNCT
fis-3329	76	1	rnn	rnn	PROPN
fis-3329	76	2	,	,	PUNCT
fis-3329	76	3	simply	simply	ADV
fis-3329	76	4	combines	combine	VERB
fis-3329	76	5	the	the	DET
fis-3329	76	6	state	state	NOUN
fis-3329	76	7	information	information	NOUN
fis-3329	76	8	from	from	ADP
fis-3329	76	9	the	the	DET
fis-3329	76	10	previous	previous	ADJ
fis-3329	76	11	timestamp	timestamp	NOUN
fis-3329	76	12	with	with	ADP
fis-3329	76	13	the	the	DET
fis-3329	76	14	input	input	NOUN
fis-3329	76	15	from	from	ADP
fis-3329	76	16	the	the	DET
fis-3329	76	17	current	current	ADJ
fis-3329	76	18	timestamp	timestamp	NOUN
fis-3329	76	19	to	to	PART
fis-3329	76	20	generate	generate	VERB
fis-3329	76	21	the	the	DET
fis-3329	76	22	state	state	NOUN
fis-3329	76	23	information	information	NOUN
fis-3329	76	24	and	and	CCONJ
fis-3329	76	25	output	output	NOUN
fis-3329	76	26	for	for	ADP
fis-3329	76	27	the	the	DET
fis-3329	76	28	current	current	ADJ
fis-3329	76	29	timestamp	timestamp	NOUN
fis-3329	76	30	.	.	PUNCT
fis-3329	77	1	weights	weight	NOUN
fis-3329	77	2	and	and	CCONJ
fis-3329	77	3	biases	bias	NOUN
fis-3329	77	4	are	be	AUX
fis-3329	77	5	updated	update	VERB
fis-3329	77	6	according	accord	VERB
fis-3329	77	7	to	to	ADP
fis-3329	77	8	the	the	DET
fis-3329	77	9	relative	relative	ADJ
fis-3329	77	10	gradient	gradient	NOUN
fis-3329	77	11	of	of	ADP
fis-3329	77	12	the	the	DET
fis-3329	77	13	loss	loss	NOUN
fis-3329	77	14	functions	function	NOUN
fis-3329	77	15	.	.	PUNCT
fis-3329	78	1	the	the	DET
fis-3329	78	2	gradients	gradient	NOUN
fis-3329	78	3	are	be	AUX
fis-3329	78	4	calculated	calculate	VERB
fis-3329	78	5	recursively	recursively	ADV
fis-3329	78	6	from	from	ADP
fis-3329	78	7	the	the	DET
fis-3329	78	8	output	output	NOUN
fis-3329	78	9	layer	layer	NOUN
fis-3329	78	10	towards	towards	ADP
fis-3329	78	11	the	the	DET
fis-3329	78	12	input	input	NOUN
fis-3329	78	13	layer	layer	NOUN
fis-3329	78	14	.	.	PUNCT
fis-3329	79	1	the	the	DET
fis-3329	79	2	gradient	gradient	NOUN
fis-3329	79	3	of	of	ADP
fis-3329	79	4	the	the	DET
fis-3329	79	5	input	input	NOUN
fis-3329	79	6	layer	layer	NOUN
fis-3329	79	7	is	be	AUX
fis-3329	79	8	the	the	DET
fis-3329	79	9	product	product	NOUN
fis-3329	79	10	of	of	ADP
fis-3329	79	11	the	the	DET
fis-3329	79	12	gradients	gradient	NOUN
fis-3329	79	13	of	of	ADP
fis-3329	79	14	the	the	DET
fis-3329	79	15	subsequent	subsequent	ADJ
fis-3329	79	16	layers	layer	NOUN
fis-3329	79	17	.	.	PUNCT
fis-3329	80	1	if	if	SCONJ
fis-3329	80	2	the	the	DET
fis-3329	80	3	values	value	NOUN
fis-3329	80	4	of	of	ADP
fis-3329	80	5	those	those	DET
fis-3329	80	6	gradients	gradient	NOUN
fis-3329	80	7	are	be	AUX
fis-3329	80	8	small	small	ADJ
fis-3329	80	9	,	,	PUNCT
fis-3329	80	10	the	the	DET
fis-3329	80	11	gradient	gradient	NOUN
fis-3329	80	12	of	of	ADP
fis-3329	80	13	the	the	DET
fis-3329	80	14	input	input	NOUN
fis-3329	80	15	layer	layer	NOUN
fis-3329	80	16	(	(	PUNCT
fis-3329	80	17	which	which	PRON
fis-3329	80	18	is	be	AUX
fis-3329	80	19	the	the	DET
fis-3329	80	20	product	product	NOUN
fis-3329	80	21	of	of	ADP
fis-3329	80	22	multiple	multiple	ADJ
fis-3329	80	23	small	small	ADJ
fis-3329	80	24	values	value	NOUN
fis-3329	80	25	)	)	PUNCT
fis-3329	80	26	will	will	AUX
fis-3329	80	27	be	be	AUX
fis-3329	80	28	much	much	ADV
fis-3329	80	29	smaller	small	ADJ
fis-3329	80	30	as	as	ADP
fis-3329	80	31	well	well	ADV
fis-3329	80	32	,	,	PUNCT
fis-3329	80	33	resulting	result	VERB
fis-3329	80	34	in	in	ADP
fis-3329	80	35	insignificant	insignificant	ADJ
fis-3329	80	36	updates	update	NOUN
fis-3329	80	37	to	to	ADP
fis-3329	80	38	weights	weight	NOUN
fis-3329	80	39	/	/	SYM
fis-3329	80	40	biases	bias	NOUN
fis-3329	80	41	of	of	ADP
fis-3329	80	42	the	the	DET
fis-3329	80	43	initial	initial	ADJ
fis-3329	80	44	layers	layer	NOUN
fis-3329	80	45	of	of	ADP
fis-3329	80	46	the	the	DET
fis-3329	80	47	rnn	rnn	NOUN
fis-3329	80	48	,	,	PUNCT
fis-3329	80	49	effectively	effectively	ADV
fis-3329	80	50	halting	halt	VERB
fis-3329	80	51	the	the	DET
fis-3329	80	52	learning	learning	NOUN
fis-3329	80	53	process	process	NOUN
fis-3329	80	54	.	.	PUNCT
fis-3329	81	1	proposed	propose	VERB
fis-3329	81	2	method	method	NOUN
fis-3329	81	3	in	in	ADP
fis-3329	81	4	this	this	DET
fis-3329	81	5	proposed	propose	VERB
fis-3329	81	6	method	method	NOUN
fis-3329	81	7	,	,	PUNCT
fis-3329	81	8	vibration	vibration	NOUN
fis-3329	81	9	-	-	PUNCT
fis-3329	81	10	based	base	VERB
fis-3329	81	11	time	time	NOUN
fis-3329	81	12	series	series	PROPN
fis-3329	81	13	data	data	PROPN
fis-3329	81	14	is	be	AUX
fis-3329	81	15	used	use	VERB
fis-3329	81	16	as	as	ADP
fis-3329	81	17	an	an	DET
fis-3329	81	18	input	input	NOUN
fis-3329	81	19	to	to	ADP
fis-3329	81	20	the	the	DET
fis-3329	81	21	architecture	architecture	NOUN
fis-3329	81	22	.	.	PUNCT
fis-3329	82	1	as	as	SCONJ
fis-3329	82	2	explained	explain	VERB
fis-3329	82	3	above	above	ADV
fis-3329	82	4	,	,	PUNCT
fis-3329	82	5	when	when	SCONJ
fis-3329	82	6	the	the	DET
fis-3329	82	7	time	time	NOUN
fis-3329	82	8	series	series	PROPN
fis-3329	82	9	data	data	PROPN
fis-3329	82	10	is	be	AUX
fis-3329	82	11	the	the	DET
fis-3329	82	12	inputs	input	NOUN
fis-3329	82	13	,	,	PUNCT
fis-3329	82	14	cnn	cnn	PROPN
fis-3329	82	15	is	be	AUX
fis-3329	82	16	unable	unable	ADJ
fis-3329	82	17	to	to	PART
fis-3329	82	18	identify	identify	VERB
fis-3329	82	19	the	the	DET
fis-3329	82	20	correlations	correlation	NOUN
fis-3329	82	21	of	of	ADP
fis-3329	82	22	the	the	DET
fis-3329	82	23	measured	measure	VERB
fis-3329	82	24	data	datum	NOUN
fis-3329	82	25	.	.	PUNCT
fis-3329	83	1	to	to	PART
fis-3329	83	2	solve	solve	VERB
fis-3329	83	3	this	this	DET
fis-3329	83	4	problem	problem	NOUN
fis-3329	83	5	,	,	PUNCT
fis-3329	83	6	cnn	cnn	PROPN
fis-3329	83	7	will	will	AUX
fis-3329	83	8	extract	extract	VERB
fis-3329	83	9	the	the	DET
fis-3329	83	10	required	require	VERB
fis-3329	83	11	features	feature	NOUN
fis-3329	83	12	while	while	SCONJ
fis-3329	83	13	the	the	DET
fis-3329	83	14	classification	classification	NOUN
fis-3329	83	15	of	of	ADP
fis-3329	83	16	the	the	DET
fis-3329	83	17	features	feature	NOUN
fis-3329	83	18	will	will	AUX
fis-3329	83	19	be	be	AUX
fis-3329	83	20	performed	perform	VERB
fis-3329	83	21	by	by	ADP
fis-3329	83	22	rnn	rnn	NOUN
fis-3329	83	23	.	.	PUNCT
fis-3329	84	1	the	the	DET
fis-3329	84	2	framework	framework	NOUN
fis-3329	84	3	of	of	ADP
fis-3329	84	4	the	the	DET
fis-3329	84	5	method	method	NOUN
fis-3329	84	6	is	be	AUX
fis-3329	84	7	shown	show	VERB
fis-3329	84	8	below	below	ADP
fis-3329	84	9	in	in	ADP
fis-3329	84	10	fig	fig	NOUN
fis-3329	84	11	2	2	NUM
fis-3329	84	12	.	.	PUNCT
fis-3329	84	13	figure	figure	NOUN
fis-3329	84	14	2	2	NUM
fis-3329	84	15	:	:	PUNCT
fis-3329	84	16	architecture	architecture	NOUN
fis-3329	84	17	of	of	ADP
fis-3329	84	18	the	the	DET
fis-3329	84	19	proposed	propose	VERB
fis-3329	84	20	cnn+rnn	cnn+rnn	NOUN
fis-3329	84	21	in	in	ADP
fis-3329	84	22	the	the	DET
fis-3329	84	23	proposed	propose	VERB
fis-3329	84	24	method	method	NOUN
fis-3329	84	25	,	,	PUNCT
fis-3329	84	26	the	the	DET
fis-3329	84	27	input	input	NOUN
fis-3329	84	28	time	time	NOUN
fis-3329	84	29	-	-	PUNCT
fis-3329	84	30	series	series	NOUN
fis-3329	84	31	data	datum	NOUN
fis-3329	84	32	will	will	AUX
fis-3329	84	33	be	be	AUX
fis-3329	84	34	given	give	VERB
fis-3329	84	35	to	to	ADP
fis-3329	84	36	the	the	DET
fis-3329	84	37	convolution	convolution	NOUN
fis-3329	84	38	neural	neural	ADJ
fis-3329	84	39	network	network	NOUN
fis-3329	84	40	to	to	PART
fis-3329	84	41	extract	extract	VERB
fis-3329	84	42	the	the	DET
fis-3329	84	43	required	require	VERB
fis-3329	84	44	features	feature	NOUN
fis-3329	84	45	automatically	automatically	ADV
fis-3329	84	46	.	.	PUNCT
fis-3329	85	1	the	the	DET
fis-3329	85	2	built	build	VERB
fis-3329	85	3	-	-	PUNCT
fis-3329	85	4	in	in	ADP
fis-3329	85	5	cnn	cnn	PROPN
fis-3329	85	6	consists	consist	VERB
fis-3329	85	7	of	of	ADP
fis-3329	85	8	1d	1d	NUM
fis-3329	85	9	layers	layer	NOUN
fis-3329	85	10	for	for	ADP
fis-3329	85	11	testing	testing	NOUN
fis-3329	85	12	and	and	CCONJ
fis-3329	85	13	training	training	NOUN
fis-3329	85	14	by	by	ADP
fis-3329	85	15	replacing	replace	VERB
fis-3329	85	16	all	all	DET
fis-3329	85	17	the	the	DET
fis-3329	85	18	two	two	NUM
fis-3329	85	19	-	-	PUNCT
fis-3329	85	20	dimensional	dimensional	ADJ
fis-3329	85	21	layers	layer	NOUN
fis-3329	85	22	with	with	ADP
fis-3329	85	23	the	the	DET
fis-3329	85	24	one	one	NUM
fis-3329	85	25	-	-	PUNCT
fis-3329	85	26	dimensional	dimensional	ADJ
fis-3329	85	27	one	one	NOUN
fis-3329	85	28	.	.	PUNCT
fis-3329	86	1	in	in	ADP
fis-3329	86	2	the	the	DET
fis-3329	86	3	network	network	NOUN
fis-3329	86	4	,	,	PUNCT
fis-3329	86	5	convolution	convolution	NOUN
fis-3329	86	6	is	be	AUX
fis-3329	86	7	created	create	VERB
fis-3329	86	8	by	by	ADP
fis-3329	86	9	the	the	DET
fis-3329	86	10	moving	moving	NOUN
fis-3329	86	11	of	of	ADP
fis-3329	86	12	the	the	DET
fis-3329	86	13	kernel	kernel	NOUN
fis-3329	86	14	along	along	ADP
fis-3329	86	15	with	with	ADP
fis-3329	86	16	the	the	DET
fis-3329	86	17	time	time	NOUN
fis-3329	86	18	series	series	NOUN
fis-3329	86	19	,	,	PUNCT
fis-3329	86	20	followed	follow	VERB
fis-3329	86	21	by	by	ADP
fis-3329	86	22	multiplication	multiplication	NOUN
fis-3329	86	23	of	of	ADP
fis-3329	86	24	the	the	DET
fis-3329	86	25	kernel	kernel	NOUN
fis-3329	86	26	’s	’s	PART
fis-3329	86	27	elements	element	NOUN
fis-3329	86	28	.	.	PUNCT
fis-3329	87	1	the	the	DET
fis-3329	87	2	multiplication	multiplication	NOUN
fis-3329	87	3	results	result	NOUN
fis-3329	87	4	are	be	AUX
fis-3329	87	5	added	add	VERB
fis-3329	87	6	together	together	ADV
fis-3329	87	7	,	,	PUNCT
fis-3329	87	8	then	then	ADV
fis-3329	87	9	a	a	DET
fis-3329	87	10	nonlinear	nonlinear	ADJ
fis-3329	87	11	activation	activation	NOUN
fis-3329	87	12	function	function	NOUN
fis-3329	87	13	for	for	SCONJ
fis-3329	87	14	the	the	DET
fis-3329	87	15	obtained	obtain	VERB
fis-3329	87	16	value	value	NOUN
fis-3329	87	17	is	be	AUX
fis-3329	87	18	conducted	conduct	VERB
fis-3329	87	19	.	.	PUNCT
fis-3329	88	1	activation	activation	NOUN
fis-3329	88	2	maps	map	NOUN
fis-3329	88	3	are	be	AUX
fis-3329	88	4	generated	generate	VERB
fis-3329	88	5	,	,	PUNCT
fis-3329	88	6	which	which	PRON
fis-3329	88	7	are	be	AUX
fis-3329	88	8	also	also	ADV
fis-3329	88	9	the	the	DET
fis-3329	88	10	spatial	spatial	ADJ
fis-3329	88	11	features	feature	NOUN
fis-3329	88	12	of	of	ADP
fis-3329	88	13	the	the	DET
fis-3329	88	14	data	datum	NOUN
fis-3329	88	15	.	.	PUNCT
fis-3329	89	1	however	however	ADV
fis-3329	89	2	,	,	PUNCT
fis-3329	89	3	once	once	ADV
fis-3329	89	4	being	be	AUX
fis-3329	89	5	fully	fully	ADV
fis-3329	89	6	connected	connect	VERB
fis-3329	89	7	,	,	PUNCT
fis-3329	89	8	these	these	DET
fis-3329	89	9	features	feature	NOUN
fis-3329	89	10	are	be	AUX
fis-3329	89	11	time	time	NOUN
fis-3329	89	12	-	-	PUNCT
fis-3329	89	13	independent	independent	ADJ
fis-3329	89	14	so	so	SCONJ
fis-3329	89	15	they	they	PRON
fis-3329	89	16	could	could	AUX
fis-3329	89	17	not	not	PART
fis-3329	89	18	be	be	AUX
fis-3329	89	19	used	use	VERB
fis-3329	89	20	for	for	ADP
fis-3329	89	21	a	a	DET
fis-3329	89	22	timeseries	timeserie	NOUN
fis-3329	89	23	data	datum	NOUN
fis-3329	89	24	.	.	PUNCT
fis-3329	90	1	this	this	PRON
fis-3329	90	2	is	be	AUX
fis-3329	90	3	why	why	SCONJ
fis-3329	90	4	rnn	rnn	NOUN
fis-3329	90	5	is	be	AUX
fis-3329	90	6	applied	apply	VERB
fis-3329	90	7	thanks	thank	NOUN
fis-3329	90	8	to	to	ADP
fis-3329	90	9	its	its	PRON
fis-3329	90	10	ability	ability	NOUN
fis-3329	90	11	to	to	PART
fis-3329	90	12	capture	capture	VERB
fis-3329	90	13	the	the	DET
fis-3329	90	14	time	time	NOUN
fis-3329	90	15	-	-	PUNCT
fis-3329	90	16	dependent	dependent	ADJ
fis-3329	90	17	features	feature	NOUN
fis-3329	90	18	.	.	PUNCT
fis-3329	91	1	these	these	DET
fis-3329	91	2	features	feature	NOUN
fis-3329	91	3	are	be	AUX
fis-3329	91	4	then	then	ADV
fis-3329	91	5	fed	feed	VERB
fis-3329	91	6	to	to	ADP
fis-3329	91	7	the	the	DET
fis-3329	91	8	softmax	softmax	NOUN
fis-3329	91	9	activation	activation	NOUN
fis-3329	91	10	function	function	NOUN
fis-3329	91	11	for	for	ADP
fis-3329	91	12	the	the	DET
fis-3329	91	13	classification	classification	NOUN
fis-3329	91	14	of	of	ADP
fis-3329	91	15	damage	damage	NOUN
fis-3329	91	16	states	state	NOUN
fis-3329	91	17	.	.	PUNCT
fis-3329	92	1	experimental	experimental	ADJ
fis-3329	92	2	results	result	NOUN
fis-3329	92	3	o	o	NOUN
fis-3329	92	4	validate	validate	VERB
fis-3329	92	5	the	the	DET
fis-3329	92	6	proposed	propose	VERB
fis-3329	92	7	method	method	NOUN
fis-3329	92	8	,	,	PUNCT
fis-3329	92	9	two	two	NUM
fis-3329	92	10	set	set	NOUN
fis-3329	92	11	of	of	ADP
fis-3329	92	12	experimental	experimental	ADJ
fis-3329	92	13	data	datum	NOUN
fis-3329	92	14	are	be	AUX
fis-3329	92	15	used	use	VERB
fis-3329	92	16	:	:	PUNCT
fis-3329	92	17	one	one	NUM
fis-3329	92	18	is	be	AUX
fis-3329	92	19	from	from	ADP
fis-3329	92	20	the	the	DET
fis-3329	92	21	z24	z24	PROPN
fis-3329	92	22	-	-	PUNCT
fis-3329	92	23	bridge	bridge	NOUN
fis-3329	92	24	in	in	ADP
fis-3329	92	25	bern	bern	PROPN
fis-3329	92	26	,	,	PUNCT
fis-3329	92	27	switzerland	switzerland	PROPN
fis-3329	92	28	and	and	CCONJ
fis-3329	92	29	the	the	DET
fis-3329	92	30	other	other	ADJ
fis-3329	92	31	is	be	AUX
fis-3329	92	32	from	from	ADP
fis-3329	92	33	los	los	PROPN
fis-3329	92	34	alamos	alamos	PROPN
fis-3329	92	35	national	national	PROPN
fis-3329	92	36	laboratory	laboratory	PROPN
fis-3329	92	37	(	(	PUNCT
fis-3329	92	38	lanl	lanl	PROPN
fis-3329	92	39	)	)	PUNCT
fis-3329	92	40	for	for	ADP
fis-3329	92	41	a	a	DET
fis-3329	92	42	three	three	NUM
fis-3329	92	43	-	-	PUNCT
fis-3329	92	44	floor	floor	NOUN
fis-3329	92	45	structure	structure	NOUN
fis-3329	92	46	.	.	PUNCT
fis-3329	93	1	z24	z24	PROPN
fis-3329	93	2	bridge	bridge	PROPN
fis-3329	93	3	the	the	DET
fis-3329	93	4	first	first	ADJ
fis-3329	93	5	set	set	NOUN
fis-3329	93	6	of	of	ADP
fis-3329	93	7	data	datum	NOUN
fis-3329	93	8	used	use	VERB
fis-3329	93	9	for	for	ADP
fis-3329	93	10	testing	test	VERB
fis-3329	93	11	the	the	DET
fis-3329	93	12	proposed	propose	VERB
fis-3329	93	13	method	method	NOUN
fis-3329	93	14	is	be	AUX
fis-3329	93	15	taken	take	VERB
fis-3329	93	16	from	from	ADP
fis-3329	93	17	the	the	DET
fis-3329	93	18	monitoring	monitoring	NOUN
fis-3329	93	19	of	of	ADP
fis-3329	93	20	z24	z24	PROPN
fis-3329	93	21	-	-	PUNCT
fis-3329	93	22	bridge	bridge	NOUN
fis-3329	93	23	in	in	ADP
fis-3329	93	24	switzerland	switzerland	PROPN
fis-3329	93	25	.	.	PUNCT
fis-3329	94	1	the	the	DET
fis-3329	94	2	provided	provide	VERB
fis-3329	94	3	bridge	bridge	NOUN
fis-3329	94	4	was	be	AUX
fis-3329	94	5	part	part	NOUN
fis-3329	94	6	of	of	ADP
fis-3329	94	7	the	the	DET
fis-3329	94	8	road	road	NOUN
fis-3329	94	9	connection	connection	NOUN
fis-3329	94	10	between	between	ADP
fis-3329	94	11	bern	bern	PROPN
fis-3329	94	12	and	and	CCONJ
fis-3329	94	13	zürich	zürich	PROPN
fis-3329	94	14	.	.	PUNCT
fis-3329	95	1	z24	z24	PROPN
fis-3329	95	2	is	be	AUX
fis-3329	95	3	a	a	DET
fis-3329	95	4	prestressed	prestressed	ADJ
fis-3329	95	5	bridge	bridge	NOUN
fis-3329	95	6	with	with	ADP
fis-3329	95	7	a	a	DET
fis-3329	95	8	main	main	ADJ
fis-3329	95	9	span	span	NOUN
fis-3329	95	10	of	of	ADP
fis-3329	95	11	30	30	NUM
fis-3329	95	12	m	m	NOUN
fis-3329	95	13	and	and	CCONJ
fis-3329	95	14	2	2	NUM
fis-3329	95	15	side	side	NOUN
fis-3329	95	16	spans	span	NOUN
fis-3329	95	17	of	of	ADP
fis-3329	95	18	14	14	NUM
fis-3329	95	19	m	m	PROPN
fis-3329	95	20	(	(	PUNCT
fis-3329	95	21	fig	fig	NOUN
fis-3329	95	22	.	.	PUNCT
fis-3329	96	1	3	3	NUM
fis-3329	96	2	)	)	PUNCT
fis-3329	96	3	.	.	PUNCT
fis-3329	97	1	the	the	DET
fis-3329	97	2	bridge	bridge	NOUN
fis-3329	97	3	abutments	abutment	NOUN
fis-3329	97	4	consisted	consist	VERB
fis-3329	97	5	of	of	ADP
fis-3329	97	6	triple	triple	ADJ
fis-3329	97	7	concrete	concrete	ADJ
fis-3329	97	8	columns	column	NOUN
fis-3329	97	9	connected	connect	VERB
fis-3329	97	10	with	with	ADP
fis-3329	97	11	concrete	concrete	ADJ
fis-3329	97	12	hinges	hinge	NOUN
fis-3329	97	13	to	to	ADP
fis-3329	97	14	the	the	DET
fis-3329	97	15	girder	girder	NOUN
fis-3329	97	16	.	.	PUNCT
fis-3329	98	1	both	both	DET
fis-3329	98	2	intermediate	intermediate	ADJ
fis-3329	98	3	supports	support	NOUN
fis-3329	98	4	were	be	AUX
fis-3329	98	5	concrete	concrete	ADJ
fis-3329	98	6	piers	pier	NOUN
fis-3329	98	7	clamped	clamp	VERB
fis-3329	98	8	into	into	ADP
fis-3329	98	9	the	the	DET
fis-3329	98	10	girder	girder	NOUN
fis-3329	98	11	.	.	PUNCT
fis-3329	99	1	the	the	DET
fis-3329	99	2	monitoring	monitor	VERB
fis-3329	99	3	data	datum	NOUN
fis-3329	99	4	of	of	ADP
fis-3329	99	5	z24	z24	PROPN
fis-3329	99	6	is	be	AUX
fis-3329	99	7	considered	consider	VERB
fis-3329	99	8	a	a	DET
fis-3329	99	9	benchmark	benchmark	ADJ
fis-3329	99	10	example	example	NOUN
fis-3329	99	11	and	and	CCONJ
fis-3329	99	12	has	have	AUX
fis-3329	99	13	been	be	AUX
fis-3329	99	14	widely	widely	ADV
fis-3329	99	15	used	use	VERB
fis-3329	99	16	in	in	ADP
fis-3329	99	17	the	the	DET
fis-3329	99	18	literature	literature	NOUN
fis-3329	99	19	before	before	ADP
fis-3329	99	20	such	such	ADJ
fis-3329	99	21	as	as	ADP
fis-3329	99	22	[	[	X
fis-3329	99	23	27	27	NUM
fis-3329	99	24	,	,	PUNCT
fis-3329	99	25	28	28	NUM
fis-3329	99	26	]	]	PUNCT
fis-3329	99	27	.	.	PUNCT
fis-3329	100	1	for	for	ADP
fis-3329	100	2	our	our	PRON
fis-3329	100	3	study	study	NOUN
fis-3329	100	4	,	,	PUNCT
fis-3329	100	5	two	two	NUM
fis-3329	100	6	states	state	NOUN
fis-3329	100	7	of	of	ADP
fis-3329	100	8	the	the	DET
fis-3329	100	9	structure	structure	NOUN
fis-3329	100	10	are	be	AUX
fis-3329	100	11	considered	consider	VERB
fis-3329	100	12	:	:	PUNCT
fis-3329	100	13	undamaged	undamaged	ADJ
fis-3329	100	14	and	and	CCONJ
fis-3329	100	15	damaged	damaged	ADJ
fis-3329	100	16	states	state	NOUN
fis-3329	100	17	.	.	PUNCT
fis-3329	101	1	progressive	progressive	ADJ
fis-3329	101	2	damage	damage	NOUN
fis-3329	101	3	tests	test	NOUN
fis-3329	101	4	were	be	AUX
fis-3329	101	5	actually	actually	ADV
fis-3329	101	6	performed	perform	VERB
fis-3329	101	7	on	on	ADP
fis-3329	101	8	the	the	DET
fis-3329	101	9	bridge	bridge	NOUN
fis-3329	101	10	.	.	PUNCT
fis-3329	102	1	for	for	ADP
fis-3329	102	2	our	our	PRON
fis-3329	102	3	case	case	NOUN
fis-3329	102	4	,	,	PUNCT
fis-3329	102	5	5	5	NUM
fis-3329	102	6	damage	damage	NOUN
fis-3329	102	7	scenarios	scenario	NOUN
fis-3329	102	8	of	of	ADP
fis-3329	102	9	the	the	DET
fis-3329	102	10	progressive	progressive	ADJ
fis-3329	102	11	damage	damage	NOUN
fis-3329	102	12	tests	test	NOUN
fis-3329	102	13	are	be	AUX
fis-3329	102	14	chosen	choose	VERB
fis-3329	102	15	as	as	ADP
fis-3329	102	16	the	the	DET
fis-3329	102	17	main	main	ADJ
fis-3329	102	18	set	set	NOUN
fis-3329	102	19	of	of	ADP
fis-3329	102	20	data	datum	NOUN
fis-3329	102	21	for	for	ADP
fis-3329	102	22	training	training	NOUN
fis-3329	102	23	.	.	PUNCT
fis-3329	103	1	firstly	firstly	ADV
fis-3329	103	2	,	,	PUNCT
fis-3329	103	3	a	a	DET
fis-3329	103	4	hinge	hinge	NOUN
fis-3329	103	5	is	be	AUX
fis-3329	103	6	added	add	VERB
fis-3329	103	7	to	to	ADP
fis-3329	103	8	one	one	NUM
fis-3329	103	9	pier	pier	NOUN
fis-3329	103	10	to	to	PART
fis-3329	103	11	create	create	VERB
fis-3329	103	12	varying	vary	VERB
fis-3329	103	13	damage	damage	NOUN
fis-3329	103	14	in	in	ADP
fis-3329	103	15	the	the	DET
fis-3329	103	16	pier	pier	PROPN
fis-3329	103	17	foundation	foundation	PROPN
fis-3329	103	18	settlement	settlement	NOUN
fis-3329	103	19	.	.	PUNCT
fis-3329	104	1	the	the	DET
fis-3329	104	2	pier	pier	NOUN
fis-3329	104	3	is	be	AUX
fis-3329	104	4	then	then	ADV
fis-3329	104	5	lowered	lower	VERB
fis-3329	104	6	by	by	ADP
fis-3329	104	7	95	95	NUM
fis-3329	104	8	mm	mm	NOUN
fis-3329	104	9	which	which	PRON
fis-3329	104	10	caused	cause	VERB
fis-3329	104	11	visible	visible	ADJ
fis-3329	104	12	cracking	cracking	NOUN
fis-3329	104	13	to	to	ADP
fis-3329	104	14	the	the	DET
fis-3329	104	15	pier	pier	NOUN
fis-3329	104	16	structure	structure	NOUN
fis-3329	104	17	.	.	PUNCT
fis-3329	105	1	the	the	DET
fis-3329	105	2	hinge	hinge	NOUN
fis-3329	105	3	is	be	AUX
fis-3329	105	4	then	then	ADV
fis-3329	105	5	removed	remove	VERB
fis-3329	105	6	,	,	PUNCT
fis-3329	105	7	followed	follow	VERB
fis-3329	105	8	by	by	ADP
fis-3329	105	9	simulating	simulate	VERB
fis-3329	105	10	spalling	spalling	NOUN
fis-3329	105	11	of	of	ADP
fis-3329	105	12	concrete	concrete	NOUN
fis-3329	105	13	for	for	ADP
fis-3329	105	14	24	24	NUM
fis-3329	105	15	m2	m2	PROPN
fis-3329	105	16	in	in	ADP
fis-3329	105	17	the	the	DET
fis-3329	105	18	east	east	NOUN
fis-3329	105	19	abutment	abutment	NOUN
fis-3329	105	20	.	.	PUNCT
fis-3329	106	1	a	a	DET
fis-3329	106	2	cut	cut	NOUN
fis-3329	106	3	in	in	ADP
fis-3329	106	4	the	the	DET
fis-3329	106	5	concrete	concrete	ADJ
fis-3329	106	6	connection	connection	NOUN
fis-3329	106	7	between	between	ADP
fis-3329	106	8	one	one	NUM
fis-3329	106	9	pier	pier	NOUN
fis-3329	106	10	column	column	NOUN
fis-3329	106	11	and	and	CCONJ
fis-3329	106	12	box	box	NOUN
fis-3329	106	13	girder	girder	NOUN
fis-3329	106	14	is	be	AUX
fis-3329	106	15	performed	perform	VERB
fis-3329	106	16	to	to	PART
fis-3329	106	17	create	create	VERB
fis-3329	106	18	failure	failure	NOUN
fis-3329	106	19	of	of	ADP
fis-3329	106	20	concrete	concrete	ADJ
fis-3329	106	21	hinge	hinge	NOUN
fis-3329	106	22	.	.	PUNCT
fis-3329	107	1	in	in	ADP
fis-3329	107	2	the	the	DET
fis-3329	107	3	last	last	ADJ
fis-3329	107	4	scenario	scenario	NOUN
fis-3329	107	5	,	,	PUNCT
fis-3329	107	6	4	4	NUM
fis-3329	107	7	anchor	anchor	NOUN
fis-3329	107	8	heads	head	NOUN
fis-3329	107	9	of	of	ADP
fis-3329	107	10	the	the	DET
fis-3329	107	11	pretension	pretension	NOUN
fis-3329	107	12	system	system	NOUN
fis-3329	107	13	t	t	PROPN
fis-3329	107	14	d.	d.	PROPN
fis-3329	107	15	bui	bui	PROPN
fis-3329	107	16	-	-	PUNCT
fis-3329	107	17	ngoc	ngoc	PROPN
fis-3329	107	18	et	et	PROPN
fis-3329	107	19	alii	alii	PROPN
fis-3329	107	20	,	,	PUNCT
fis-3329	107	21	frattura	frattura	PROPN
fis-3329	107	22	ed	ed	PROPN
fis-3329	107	23	integrità	integrità	PROPN
fis-3329	107	24	strutturale	strutturale	PROPN
fis-3329	107	25	,	,	PUNCT
fis-3329	107	26	59	59	NUM
fis-3329	107	27	(	(	PUNCT
fis-3329	107	28	2022	2022	NUM
fis-3329	107	29	)	)	PUNCT
fis-3329	107	30	461	461	NUM
fis-3329	107	31	-	-	SYM
fis-3329	107	32	470	470	NUM
fis-3329	107	33	;	;	PUNCT
fis-3329	107	34	doi	doi	NOUN
fis-3329	107	35	:	:	PUNCT
fis-3329	107	36	10.3221	10.3221	NUM
fis-3329	107	37	/	/	SYM
fis-3329	107	38	igf	igf	PROPN
fis-3329	107	39	-	-	PUNCT
fis-3329	107	40	esis.59.30	esis.59.30	PROPN
fis-3329	107	41	465	465	NUM
fis-3329	107	42	are	be	AUX
fis-3329	107	43	removed	remove	VERB
fis-3329	107	44	completely	completely	ADV
fis-3329	107	45	.	.	PUNCT
fis-3329	108	1	further	further	ADJ
fis-3329	108	2	details	detail	NOUN
fis-3329	108	3	of	of	ADP
fis-3329	108	4	damage	damage	NOUN
fis-3329	108	5	tests	test	NOUN
fis-3329	108	6	can	can	AUX
fis-3329	108	7	be	be	AUX
fis-3329	108	8	referred	refer	VERB
fis-3329	108	9	in	in	ADP
fis-3329	108	10	[	[	X
fis-3329	108	11	25	25	NUM
fis-3329	108	12	]	]	PUNCT
fis-3329	108	13	.	.	PUNCT
fis-3329	109	1	the	the	DET
fis-3329	109	2	descriptions	description	NOUN
fis-3329	109	3	of	of	ADP
fis-3329	109	4	damage	damage	NOUN
fis-3329	109	5	for	for	ADP
fis-3329	109	6	the	the	DET
fis-3329	109	7	5	5	NUM
fis-3329	109	8	damage	damage	NOUN
fis-3329	109	9	scenarios	scenario	NOUN
fis-3329	109	10	are	be	AUX
fis-3329	109	11	summarized	summarize	VERB
fis-3329	109	12	in	in	ADP
fis-3329	109	13	tab	tab	NOUN
fis-3329	109	14	.	.	PUNCT
fis-3329	110	1	1	1	X
fis-3329	110	2	.	.	X
fis-3329	110	3	figure	figure	VERB
fis-3329	110	4	3	3	NUM
fis-3329	110	5	:	:	PUNCT
fis-3329	110	6	photo	photo	NOUN
fis-3329	110	7	of	of	ADP
fis-3329	110	8	z24	z24	PROPN
fis-3329	110	9	bridge	bridge	PROPN
fis-3329	110	10	(	(	PUNCT
fis-3329	110	11	left	leave	VERB
fis-3329	110	12	)	)	PUNCT
fis-3329	110	13	with	with	ADP
fis-3329	110	14	top	top	ADJ
fis-3329	110	15	view	view	NOUN
fis-3329	110	16	and	and	CCONJ
fis-3329	110	17	longitudinal	longitudinal	ADJ
fis-3329	110	18	view	view	NOUN
fis-3329	110	19	(	(	PUNCT
fis-3329	110	20	right	right	ADJ
fis-3329	110	21	)	)	PUNCT
fis-3329	110	22	figure	figure	NOUN
fis-3329	110	23	4	4	NUM
fis-3329	110	24	:	:	PUNCT
fis-3329	110	25	cutting	cutting	NOUN
fis-3329	110	26	of	of	ADP
fis-3329	110	27	pier	pier	NOUN
fis-3329	110	28	(	(	PUNCT
fis-3329	110	29	left	left	ADJ
fis-3329	110	30	)	)	PUNCT
fis-3329	110	31	and	and	CCONJ
fis-3329	110	32	failure	failure	NOUN
fis-3329	110	33	of	of	ADP
fis-3329	110	34	anchor	anchor	NOUN
fis-3329	110	35	heads	head	NOUN
fis-3329	110	36	(	(	PUNCT
fis-3329	110	37	right	right	ADJ
fis-3329	110	38	)	)	PUNCT
fis-3329	110	39	damage	damage	NOUN
fis-3329	110	40	scenario	scenario	NOUN
fis-3329	110	41	number	number	NOUN
fis-3329	110	42	description	description	NOUN
fis-3329	110	43	of	of	ADP
fis-3329	110	44	damage	damage	NOUN
fis-3329	110	45	1	1	NUM
fis-3329	110	46	lowering	lower	VERB
fis-3329	110	47	of	of	ADP
fis-3329	110	48	pier	pier	NOUN
fis-3329	110	49	,	,	PUNCT
fis-3329	110	50	95	95	NUM
fis-3329	110	51	mm	mm	NOUN
fis-3329	110	52	2	2	NUM
fis-3329	110	53	new	new	ADJ
fis-3329	110	54	reference	reference	NOUN
fis-3329	110	55	condition	condition	NOUN
fis-3329	110	56	(	(	PUNCT
fis-3329	110	57	hinge	hinge	NOUN
fis-3329	110	58	restored	restore	VERB
fis-3329	110	59	)	)	PUNCT
fis-3329	110	60	3	3	NUM
fis-3329	110	61	spalling	spalling	NOUN
fis-3329	110	62	of	of	ADP
fis-3329	110	63	concrete	concrete	NOUN
fis-3329	110	64	at	at	ADP
fis-3329	110	65	soffit	soffit	NOUN
fis-3329	110	66	,	,	PUNCT
fis-3329	110	67	24	24	NUM
fis-3329	110	68	m2	m2	PROPN
fis-3329	110	69	4	4	NUM
fis-3329	110	70	failure	failure	NOUN
fis-3329	110	71	of	of	ADP
fis-3329	110	72	concrete	concrete	ADJ
fis-3329	110	73	hinge	hinge	NOUN
fis-3329	110	74	5	5	NUM
fis-3329	110	75	failure	failure	NOUN
fis-3329	110	76	of	of	ADP
fis-3329	110	77	4	4	NUM
fis-3329	110	78	anchor	anchor	NOUN
fis-3329	110	79	heads	head	NOUN
fis-3329	110	80	table	table	NOUN
fis-3329	110	81	1	1	NUM
fis-3329	110	82	:	:	PUNCT
fis-3329	110	83	description	description	NOUN
fis-3329	110	84	of	of	ADP
fis-3329	110	85	damage	damage	NOUN
fis-3329	110	86	for	for	ADP
fis-3329	110	87	the	the	DET
fis-3329	110	88	5	5	NUM
fis-3329	110	89	damage	damage	NOUN
fis-3329	110	90	scenarios	scenario	NOUN
fis-3329	110	91	the	the	DET
fis-3329	110	92	chosen	choose	VERB
fis-3329	110	93	data	datum	NOUN
fis-3329	110	94	are	be	AUX
fis-3329	110	95	randomly	randomly	ADV
fis-3329	110	96	separated	separate	VERB
fis-3329	110	97	into	into	ADP
fis-3329	110	98	two	two	NUM
fis-3329	110	99	sets	set	NOUN
fis-3329	110	100	:	:	PUNCT
fis-3329	110	101	training	training	NOUN
fis-3329	110	102	and	and	CCONJ
fis-3329	110	103	testing	testing	NOUN
fis-3329	110	104	.	.	PUNCT
fis-3329	111	1	the	the	DET
fis-3329	111	2	training	training	NOUN
fis-3329	111	3	part	part	NOUN
fis-3329	111	4	consists	consist	VERB
fis-3329	111	5	of	of	ADP
fis-3329	111	6	70	70	NUM
fis-3329	111	7	%	%	NOUN
fis-3329	111	8	of	of	ADP
fis-3329	111	9	all	all	DET
fis-3329	111	10	the	the	DET
fis-3329	111	11	data	datum	NOUN
fis-3329	111	12	,	,	PUNCT
fis-3329	111	13	the	the	DET
fis-3329	111	14	remaining	remain	VERB
fis-3329	111	15	30	30	NUM
fis-3329	111	16	%	%	NOUN
fis-3329	111	17	are	be	AUX
fis-3329	111	18	for	for	ADP
fis-3329	111	19	testing	testing	NOUN
fis-3329	111	20	.	.	PUNCT
fis-3329	112	1	during	during	ADP
fis-3329	112	2	the	the	DET
fis-3329	112	3	training	training	NOUN
fis-3329	112	4	process	process	NOUN
fis-3329	112	5	,	,	PUNCT
fis-3329	112	6	different	different	ADJ
fis-3329	112	7	features	feature	NOUN
fis-3329	112	8	and	and	CCONJ
fis-3329	112	9	labels	label	NOUN
fis-3329	112	10	are	be	AUX
fis-3329	112	11	given	give	VERB
fis-3329	112	12	for	for	SCONJ
fis-3329	112	13	the	the	DET
fis-3329	112	14	training	training	NOUN
fis-3329	112	15	data	datum	NOUN
fis-3329	112	16	set	set	VERB
fis-3329	112	17	.	.	PUNCT
fis-3329	113	1	the	the	DET
fis-3329	113	2	goal	goal	NOUN
fis-3329	113	3	is	be	AUX
fis-3329	113	4	to	to	PART
fis-3329	113	5	capture	capture	VERB
fis-3329	113	6	the	the	DET
fis-3329	113	7	relationship	relationship	NOUN
fis-3329	113	8	between	between	ADP
fis-3329	113	9	features	feature	NOUN
fis-3329	113	10	and	and	CCONJ
fis-3329	113	11	class	class	NOUN
fis-3329	113	12	labels	label	NOUN
fis-3329	113	13	.	.	PUNCT
fis-3329	114	1	in	in	ADP
fis-3329	114	2	total	total	NOUN
fis-3329	114	3	,	,	PUNCT
fis-3329	114	4	the	the	DET
fis-3329	114	5	cnn	cnn	PROPN
fis-3329	114	6	consists	consist	VERB
fis-3329	114	7	of	of	ADP
fis-3329	114	8	three	three	NUM
fis-3329	114	9	layers	layer	NOUN
fis-3329	114	10	with	with	ADP
fis-3329	114	11	10000	10000	NUM
fis-3329	114	12	time	time	NOUN
fis-3329	114	13	point	point	NOUN
fis-3329	114	14	of	of	ADP
fis-3329	114	15	time	time	NOUN
fis-3329	114	16	series	series	PROPN
fis-3329	114	17	data	data	PROPN
fis-3329	114	18	.	.	PUNCT
fis-3329	115	1	each	each	DET
fis-3329	115	2	layer	layer	NOUN
fis-3329	115	3	consists	consist	VERB
fis-3329	115	4	of	of	ADP
fis-3329	115	5	512	512	NUM
fis-3329	115	6	,	,	PUNCT
fis-3329	115	7	256	256	NUM
fis-3329	115	8	and	and	CCONJ
fis-3329	115	9	128	128	NUM
fis-3329	115	10	nodes	node	NOUN
fis-3329	115	11	respectively	respectively	ADV
fis-3329	115	12	.	.	PUNCT
fis-3329	116	1	[	[	X
fis-3329	116	2	20	20	NUM
fis-3329	116	3	]	]	PUNCT
fis-3329	116	4	.	.	PUNCT
fis-3329	117	1	the	the	DET
fis-3329	117	2	performance	performance	NOUN
fis-3329	117	3	of	of	ADP
fis-3329	117	4	the	the	DET
fis-3329	117	5	combined	combine	VERB
fis-3329	117	6	cnn	cnn	PROPN
fis-3329	117	7	-	-	PUNCT
fis-3329	117	8	rnn	rnn	PROPN
fis-3329	117	9	network	network	NOUN
fis-3329	117	10	is	be	AUX
fis-3329	117	11	shown	show	VERB
fis-3329	117	12	in	in	ADP
fis-3329	117	13	fig	fig	NOUN
fis-3329	117	14	.	.	PUNCT
fis-3329	118	1	5	5	NUM
fis-3329	118	2	for	for	ADP
fis-3329	118	3	scenario	scenario	NOUN
fis-3329	118	4	1	1	NUM
fis-3329	118	5	.	.	PUNCT
fis-3329	118	6	d.	d.	PROPN
fis-3329	118	7	bui	bui	PROPN
fis-3329	118	8	-	-	PUNCT
fis-3329	118	9	ngoc	ngoc	PROPN
fis-3329	118	10	et	et	PROPN
fis-3329	118	11	alii	alii	PROPN
fis-3329	118	12	,	,	PUNCT
fis-3329	118	13	frattura	frattura	PROPN
fis-3329	118	14	ed	ed	PROPN
fis-3329	118	15	integrità	integrità	PROPN
fis-3329	118	16	strutturale	strutturale	PROPN
fis-3329	118	17	,	,	PUNCT
fis-3329	118	18	59	59	NUM
fis-3329	118	19	(	(	PUNCT
fis-3329	118	20	2022	2022	NUM
fis-3329	118	21	)	)	PUNCT
fis-3329	118	22	461	461	NUM
fis-3329	118	23	-	-	SYM
fis-3329	118	24	470	470	NUM
fis-3329	118	25	;	;	PUNCT
fis-3329	118	26	doi	doi	NOUN
fis-3329	118	27	:	:	PUNCT
fis-3329	118	28	10.3221	10.3221	NUM
fis-3329	118	29	/	/	SYM
fis-3329	118	30	igf	igf	PROPN
fis-3329	118	31	-	-	PUNCT
fis-3329	118	32	esis.59.30	esis.59.30	PROPN
fis-3329	118	33	466	466	NUM
fis-3329	118	34	figure	figure	NOUN
fis-3329	118	35	5	5	NUM
fis-3329	118	36	:	:	PUNCT
fis-3329	118	37	training	training	NOUN
fis-3329	118	38	and	and	CCONJ
fis-3329	118	39	testing	testing	NOUN
fis-3329	118	40	accuracy	accuracy	NOUN
fis-3329	118	41	in	in	ADP
fis-3329	118	42	fig	fig	NOUN
fis-3329	118	43	.	.	PUNCT
fis-3329	119	1	5	5	NUM
fis-3329	119	2	,	,	PUNCT
fis-3329	119	3	the	the	DET
fis-3329	119	4	value	value	NOUN
fis-3329	119	5	accuracy	accuracy	NOUN
fis-3329	119	6	of	of	ADP
fis-3329	119	7	the	the	DET
fis-3329	119	8	train	train	NOUN
fis-3329	119	9	is	be	AUX
fis-3329	119	10	stable	stable	ADJ
fis-3329	119	11	,	,	PUNCT
fis-3329	119	12	but	but	CCONJ
fis-3329	119	13	the	the	DET
fis-3329	119	14	value	value	NOUN
fis-3329	119	15	accuracy	accuracy	NOUN
fis-3329	119	16	of	of	ADP
fis-3329	119	17	the	the	DET
fis-3329	119	18	test	test	NOUN
fis-3329	119	19	is	be	AUX
fis-3329	119	20	unstable	unstable	ADJ
fis-3329	119	21	.	.	PUNCT
fis-3329	120	1	specifically	specifically	ADV
fis-3329	120	2	,	,	PUNCT
fis-3329	120	3	in	in	ADP
fis-3329	120	4	the	the	DET
fis-3329	120	5	first	first	ADJ
fis-3329	120	6	60	60	NUM
fis-3329	120	7	epochs	epoch	NOUN
fis-3329	120	8	,	,	PUNCT
fis-3329	120	9	the	the	DET
fis-3329	120	10	value	value	NOUN
fis-3329	120	11	accuracy	accuracy	NOUN
fis-3329	120	12	of	of	ADP
fis-3329	120	13	the	the	DET
fis-3329	120	14	test	test	NOUN
fis-3329	120	15	is	be	AUX
fis-3329	120	16	fluctuating	fluctuate	VERB
fis-3329	120	17	strongly	strongly	ADV
fis-3329	120	18	but	but	CCONJ
fis-3329	120	19	in	in	ADP
fis-3329	120	20	those	those	DET
fis-3329	120	21	next	next	ADJ
fis-3329	120	22	epochs	epoch	NOUN
fis-3329	120	23	,	,	PUNCT
fis-3329	120	24	the	the	DET
fis-3329	120	25	value	value	NOUN
fis-3329	120	26	accuracy	accuracy	NOUN
fis-3329	120	27	of	of	ADP
fis-3329	120	28	the	the	DET
fis-3329	120	29	test	test	NOUN
fis-3329	120	30	is	be	AUX
fis-3329	120	31	more	more	ADV
fis-3329	120	32	stable	stable	ADJ
fis-3329	120	33	.	.	PUNCT
fis-3329	121	1	the	the	DET
fis-3329	121	2	final	final	ADJ
fis-3329	121	3	model	model	NOUN
fis-3329	121	4	is	be	AUX
fis-3329	121	5	stable	stable	ADJ
fis-3329	121	6	and	and	CCONJ
fis-3329	121	7	the	the	DET
fis-3329	121	8	accuracy	accuracy	NOUN
fis-3329	121	9	value	value	NOUN
fis-3329	121	10	has	have	AUX
fis-3329	121	11	converged	converge	VERB
fis-3329	121	12	,	,	PUNCT
fis-3329	121	13	the	the	DET
fis-3329	121	14	train	train	NOUN
fis-3329	121	15	accuracy	accuracy	NOUN
fis-3329	121	16	value	value	NOUN
fis-3329	121	17	reaches	reach	VERB
fis-3329	121	18	68	68	NUM
fis-3329	121	19	%	%	NOUN
fis-3329	121	20	and	and	CCONJ
fis-3329	121	21	the	the	DET
fis-3329	121	22	test	test	NOUN
fis-3329	121	23	accuracy	accuracy	NOUN
fis-3329	121	24	value	value	NOUN
fis-3329	121	25	reaches	reach	VERB
fis-3329	121	26	67	67	NUM
fis-3329	121	27	%	%	NOUN
fis-3329	121	28	.	.	PUNCT
fis-3329	122	1	the	the	DET
fis-3329	122	2	model	model	NOUN
fis-3329	122	3	is	be	AUX
fis-3329	122	4	evaluated	evaluate	VERB
fis-3329	122	5	from	from	ADP
fis-3329	122	6	the	the	DET
fis-3329	122	7	condition	condition	NOUN
fis-3329	122	8	of	of	ADP
fis-3329	122	9	the	the	DET
fis-3329	122	10	testing	testing	NOUN
fis-3329	122	11	set	set	VERB
fis-3329	122	12	.	.	PUNCT
fis-3329	123	1	positive	positive	ADJ
fis-3329	123	2	and	and	CCONJ
fis-3329	123	3	negative	negative	ADJ
fis-3329	123	4	detection	detection	NOUN
fis-3329	123	5	is	be	AUX
fis-3329	123	6	used	use	VERB
fis-3329	123	7	to	to	PART
fis-3329	123	8	evaluate	evaluate	VERB
fis-3329	123	9	the	the	DET
fis-3329	123	10	accuracy	accuracy	NOUN
fis-3329	123	11	of	of	ADP
fis-3329	123	12	the	the	DET
fis-3329	123	13	methods	method	NOUN
fis-3329	123	14	.	.	PUNCT
fis-3329	124	1	the	the	DET
fis-3329	124	2	accuracy	accuracy	NOUN
fis-3329	124	3	level	level	NOUN
fis-3329	124	4	of	of	ADP
fis-3329	124	5	the	the	DET
fis-3329	124	6	model	model	NOUN
fis-3329	124	7	is	be	AUX
fis-3329	124	8	the	the	DET
fis-3329	124	9	proportion	proportion	NOUN
fis-3329	124	10	of	of	ADP
fis-3329	124	11	correctly	correctly	ADV
fis-3329	124	12	classified	classify	VERB
fis-3329	124	13	samples	sample	NOUN
fis-3329	124	14	over	over	ADP
fis-3329	124	15	the	the	DET
fis-3329	124	16	total	total	ADJ
fis-3329	124	17	number	number	NOUN
fis-3329	124	18	of	of	ADP
fis-3329	124	19	samples	sample	NOUN
fis-3329	124	20	as	as	ADP
fis-3329	124	21	in	in	ADP
fis-3329	124	22	the	the	DET
fis-3329	124	23	eqn	eqn	NOUN
fis-3329	124	24	.	.	PUNCT
fis-3329	125	1	(	(	PUNCT
fis-3329	125	2	6	6	NUM
fis-3329	125	3	)	)	PUNCT
fis-3329	125	4	below	below	ADP
fis-3329	125	5			NOUN
fis-3329	125	6			PROPN
fis-3329	125	7			NOUN
fis-3329	125	8			PROPN
fis-3329	125	9			ADV
fis-3329	125	10			NUM
fis-3329	125	11			PROPN
fis-3329	125	12			PUNCT
fis-3329	125	13			VERB
fis-3329	125	14	truepositive	truepositive	ADJ
fis-3329	125	15	truenegative	truenegative	ADJ
fis-3329	125	16	accuracy	accuracy	NOUN
fis-3329	125	17	truepositive	truepositive	ADJ
fis-3329	125	18	truenegative	truenegative	ADJ
fis-3329	125	19	falsepositive	falsepositive	ADJ
fis-3329	125	20	falsenegative	falsenegative	NOUN
fis-3329	125	21	(	(	PUNCT
fis-3329	125	22	6	6	NUM
fis-3329	125	23	)	)	PUNCT
fis-3329	125	24	when	when	SCONJ
fis-3329	125	25	the	the	DET
fis-3329	125	26	data	datum	NOUN
fis-3329	125	27	are	be	AUX
fis-3329	125	28	unbalanced	unbalanced	ADJ
fis-3329	125	29	,	,	PUNCT
fis-3329	125	30	the	the	DET
fis-3329	125	31	results	result	NOUN
fis-3329	125	32	can	can	AUX
fis-3329	125	33	also	also	ADV
fis-3329	125	34	be	be	AUX
fis-3329	125	35	determined	determine	VERB
fis-3329	125	36	using	use	VERB
fis-3329	125	37	f	f	NOUN
fis-3329	125	38	-	-	PUNCT
fis-3329	125	39	measure	measure	NOUN
fis-3329	125	40	[	[	X
fis-3329	125	41	26	26	NUM
fis-3329	125	42	]	]	PUNCT
fis-3329	125	43	as	as	ADP
fis-3329	125	44	below	below	ADV
fis-3329	125	45	:	:	PUNCT
fis-3329	125	46			PROPN
fis-3329	125	47			PRON
fis-3329	125	48			ADJ
fis-3329	125	49	2	2	NUM
fis-3329	125	50	*	*	SYM
fis-3329	125	51	recall	recall	NOUN
fis-3329	125	52	*	*	PROPN
fis-3329	125	53	precision	precision	NOUN
fis-3329	125	54	recall	recall	PROPN
fis-3329	125	55	precision	precision	PROPN
fis-3329	125	56	f	f	PROPN
fis-3329	125	57	measure	measure	NOUN
fis-3329	125	58	(	(	PUNCT
fis-3329	125	59	7	7	NUM
fis-3329	125	60	)	)	PUNCT
fis-3329	125	61	where	where	SCONJ
fis-3329	125	62	recall	recall	NOUN
fis-3329	125	63	=	=	VERB
fis-3329	125	64	truepositive/(truepositive	truepositive/(truepositive	ADJ
fis-3329	125	65	+	+	CCONJ
fis-3329	125	66	falsenetgative	falsenetgative	ADJ
fis-3329	125	67	)	)	PUNCT
fis-3329	125	68	,	,	PUNCT
fis-3329	125	69	precision	precision	NOUN
fis-3329	125	70	=	=	SYM
fis-3329	125	71	truepositive/(truepositive	truepositive/(truepositive	PROPN
fis-3329	125	72	+	+	CCONJ
fis-3329	125	73	falsepositive	falsepositive	ADJ
fis-3329	125	74	)	)	PUNCT
fis-3329	125	75	the	the	DET
fis-3329	125	76	remaining	remain	VERB
fis-3329	125	77	30	30	NUM
fis-3329	125	78	%	%	NOUN
fis-3329	125	79	of	of	ADP
fis-3329	125	80	testing	testing	NOUN
fis-3329	125	81	data	datum	NOUN
fis-3329	125	82	consist	consist	VERB
fis-3329	125	83	of	of	ADP
fis-3329	125	84	174	174	NUM
fis-3329	125	85	samples	sample	NOUN
fis-3329	125	86	in	in	ADP
fis-3329	125	87	which	which	PRON
fis-3329	125	88	96	96	NUM
fis-3329	125	89	samples	sample	NOUN
fis-3329	125	90	are	be	AUX
fis-3329	125	91	of	of	ADP
fis-3329	125	92	undamaged	undamaged	ADJ
fis-3329	125	93	state	state	NOUN
fis-3329	125	94	and	and	CCONJ
fis-3329	125	95	78	78	NUM
fis-3329	125	96	samples	sample	NOUN
fis-3329	125	97	are	be	AUX
fis-3329	125	98	of	of	ADP
fis-3329	125	99	damaged	damage	VERB
fis-3329	125	100	state	state	NOUN
fis-3329	125	101	for	for	ADP
fis-3329	125	102	each	each	DET
fis-3329	125	103	scenario	scenario	NOUN
fis-3329	125	104	.	.	PUNCT
fis-3329	126	1	there	there	PRON
fis-3329	126	2	are	be	VERB
fis-3329	126	3	in	in	ADP
fis-3329	126	4	total	total	ADJ
fis-3329	126	5	five	five	NUM
fis-3329	126	6	damage	damage	NOUN
fis-3329	126	7	scenarios	scenario	NOUN
fis-3329	126	8	.	.	PUNCT
fis-3329	127	1	the	the	DET
fis-3329	127	2	accuracy	accuracy	NOUN
fis-3329	127	3	level	level	NOUN
fis-3329	127	4	detected	detect	VERB
fis-3329	127	5	from	from	ADP
fis-3329	127	6	each	each	DET
fis-3329	127	7	scenario	scenario	NOUN
fis-3329	127	8	is	be	AUX
fis-3329	127	9	shown	show	VERB
fis-3329	127	10	in	in	ADP
fis-3329	127	11	tab	tab	NOUN
fis-3329	127	12	.	.	PUNCT
fis-3329	128	1	2	2	NUM
fis-3329	128	2	below	below	ADV
fis-3329	128	3	.	.	PUNCT
fis-3329	129	1	scenario	scenario	NOUN
fis-3329	129	2	number	number	NOUN
fis-3329	129	3	1	1	NUM
fis-3329	129	4	2	2	NUM
fis-3329	129	5	3	3	NUM
fis-3329	129	6	4	4	NUM
fis-3329	129	7	5	5	NUM
fis-3329	129	8	undamage	undamage	NOUN
fis-3329	129	9	7.7	7.7	NUM
fis-3329	129	10	%	%	NOUN
fis-3329	129	11	22.1	22.1	NUM
fis-3329	129	12	%	%	NOUN
fis-3329	129	13	93.6	93.6	NUM
fis-3329	129	14	%	%	NOUN
fis-3329	129	15	8.97	8.97	NUM
fis-3329	129	16	%	%	NOUN
fis-3329	129	17	93.6	93.6	NUM
fis-3329	129	18	%	%	NOUN
fis-3329	129	19	damage	damage	NOUN
fis-3329	129	20	97.2	97.2	NUM
fis-3329	129	21	%	%	NOUN
fis-3329	129	22	100	100	NUM
fis-3329	129	23	%	%	NOUN
fis-3329	129	24	27.3	27.3	NUM
fis-3329	129	25	%	%	NOUN
fis-3329	129	26	100	100	NUM
fis-3329	129	27	%	%	NOUN
fis-3329	129	28	45.83	45.83	NUM
fis-3329	129	29	%	%	NOUN
fis-3329	129	30	table	table	NOUN
fis-3329	129	31	2	2	NUM
fis-3329	129	32	:	:	PUNCT
fis-3329	129	33	the	the	DET
fis-3329	129	34	accuracy	accuracy	NOUN
fis-3329	129	35	level	level	NOUN
fis-3329	129	36	detected	detect	VERB
fis-3329	129	37	of	of	ADP
fis-3329	129	38	5	5	NUM
fis-3329	129	39	scenarios	scenario	NOUN
fis-3329	129	40	the	the	DET
fis-3329	129	41	results	result	NOUN
fis-3329	129	42	from	from	ADP
fis-3329	129	43	tab	tab	NOUN
fis-3329	129	44	.	.	PUNCT
fis-3329	130	1	2	2	NUM
fis-3329	130	2	show	show	VERB
fis-3329	130	3	that	that	SCONJ
fis-3329	130	4	the	the	DET
fis-3329	130	5	accuracy	accuracy	NOUN
fis-3329	130	6	levels	level	NOUN
fis-3329	130	7	of	of	ADP
fis-3329	130	8	damages	damage	NOUN
fis-3329	130	9	detected	detect	VERB
fis-3329	130	10	are	be	AUX
fis-3329	130	11	very	very	ADV
fis-3329	130	12	high	high	ADJ
fis-3329	130	13	for	for	ADP
fis-3329	130	14	scenario	scenario	NOUN
fis-3329	130	15	number	number	NOUN
fis-3329	130	16	1	1	NUM
fis-3329	130	17	,	,	PUNCT
fis-3329	130	18	2	2	NUM
fis-3329	130	19	and	and	CCONJ
fis-3329	130	20	4	4	NUM
fis-3329	130	21	while	while	SCONJ
fis-3329	130	22	they	they	PRON
fis-3329	130	23	are	be	AUX
fis-3329	130	24	low	low	ADJ
fis-3329	130	25	for	for	ADP
fis-3329	130	26	scenario	scenario	NOUN
fis-3329	130	27	numbers	number	NOUN
fis-3329	130	28	3	3	NUM
fis-3329	130	29	and	and	CCONJ
fis-3329	130	30	5	5	NUM
fis-3329	130	31	,	,	PUNCT
fis-3329	130	32	though	though	SCONJ
fis-3329	130	33	in	in	ADP
fis-3329	130	34	the	the	DET
fis-3329	130	35	latter	latter	ADJ
fis-3329	130	36	cases	case	NOUN
fis-3329	130	37	the	the	DET
fis-3329	130	38	accuracy	accuracy	NOUN
fis-3329	130	39	level	level	NOUN
fis-3329	130	40	is	be	AUX
fis-3329	130	41	high	high	ADJ
fis-3329	130	42	for	for	ADP
fis-3329	130	43	the	the	DET
fis-3329	130	44	un	un	ADJ
fis-3329	130	45	-	-	ADJ
fis-3329	130	46	damaged	damaged	ADJ
fis-3329	130	47	state	state	NOUN
fis-3329	130	48	.	.	PUNCT
fis-3329	131	1	the	the	DET
fis-3329	131	2	results	result	NOUN
fis-3329	131	3	are	be	AUX
fis-3329	131	4	calculated	calculate	VERB
fis-3329	131	5	based	base	VERB
fis-3329	131	6	on	on	ADP
fis-3329	131	7	eqn	eqn	NOUN
fis-3329	131	8	.	.	PUNCT
fis-3329	132	1	(	(	PUNCT
fis-3329	132	2	6	6	NUM
fis-3329	132	3	)	)	PUNCT
fis-3329	132	4	.	.	PUNCT
fis-3329	133	1	this	this	PRON
fis-3329	133	2	shows	show	VERB
fis-3329	133	3	that	that	SCONJ
fis-3329	133	4	one	one	NUM
fis-3329	133	5	model	model	NOUN
fis-3329	133	6	can	can	AUX
fis-3329	133	7	not	not	PART
fis-3329	133	8	be	be	AUX
fis-3329	133	9	applied	apply	VERB
fis-3329	133	10	for	for	ADP
fis-3329	133	11	all	all	DET
fis-3329	133	12	the	the	DET
fis-3329	133	13	data	datum	NOUN
fis-3329	133	14	.	.	PUNCT
fis-3329	134	1	the	the	DET
fis-3329	134	2	results	result	NOUN
fis-3329	134	3	also	also	ADV
fis-3329	134	4	validated	validate	VERB
fis-3329	134	5	that	that	SCONJ
fis-3329	134	6	the	the	DET
fis-3329	134	7	integration	integration	NOUN
fis-3329	134	8	of	of	ADP
fis-3329	134	9	rnn	rnn	NOUN
fis-3329	134	10	into	into	ADP
fis-3329	134	11	cnn	cnn	PROPN
fis-3329	134	12	has	have	AUX
fis-3329	134	13	helped	help	VERB
fis-3329	134	14	to	to	PART
fis-3329	134	15	capture	capture	VERB
fis-3329	134	16	the	the	DET
fis-3329	134	17	temporal	temporal	ADJ
fis-3329	134	18	features	feature	NOUN
fis-3329	134	19	,	,	PUNCT
fis-3329	134	20	thus	thus	ADV
fis-3329	134	21	improving	improve	VERB
fis-3329	134	22	significantly	significantly	ADV
fis-3329	134	23	the	the	DET
fis-3329	134	24	effectiveness	effectiveness	NOUN
fis-3329	134	25	and	and	CCONJ
fis-3329	134	26	accuracy	accuracy	NOUN
fis-3329	134	27	in	in	ADP
fis-3329	134	28	damage	damage	NOUN
fis-3329	134	29	detection	detection	NOUN
fis-3329	134	30	problem	problem	NOUN
fis-3329	134	31	.	.	PUNCT
fis-3329	135	1	d.	d.	PROPN
fis-3329	135	2	bui	bui	PROPN
fis-3329	135	3	-	-	PUNCT
fis-3329	135	4	ngoc	ngoc	PROPN
fis-3329	135	5	et	et	PROPN
fis-3329	135	6	alii	alii	PROPN
fis-3329	135	7	,	,	PUNCT
fis-3329	135	8	frattura	frattura	PROPN
fis-3329	135	9	ed	ed	PROPN
fis-3329	135	10	integrità	integrità	PROPN
fis-3329	135	11	strutturale	strutturale	PROPN
fis-3329	135	12	,	,	PUNCT
fis-3329	135	13	59	59	NUM
fis-3329	135	14	(	(	PUNCT
fis-3329	135	15	2022	2022	NUM
fis-3329	135	16	)	)	PUNCT
fis-3329	135	17	461	461	NUM
fis-3329	135	18	-	-	SYM
fis-3329	135	19	470	470	NUM
fis-3329	135	20	;	;	PUNCT
fis-3329	135	21	doi	doi	NOUN
fis-3329	135	22	:	:	PUNCT
fis-3329	135	23	10.3221	10.3221	NUM
fis-3329	135	24	/	/	SYM
fis-3329	135	25	igf	igf	PROPN
fis-3329	135	26	-	-	PUNCT
fis-3329	135	27	esis.59.30	esis.59.30	PROPN
fis-3329	135	28	467	467	NUM
fis-3329	135	29	three	three	NUM
fis-3329	135	30	-	-	PUNCT
fis-3329	135	31	floor	floor	NOUN
fis-3329	135	32	structure	structure	NOUN
fis-3329	135	33	from	from	ADP
fis-3329	135	34	los	los	PROPN
fis-3329	135	35	alamos	alamos	PROPN
fis-3329	135	36	national	national	PROPN
fis-3329	135	37	laboratory	laboratory	PROPN
fis-3329	135	38	(	(	PUNCT
fis-3329	135	39	lanl	lanl	PROPN
fis-3329	135	40	)	)	PUNCT
fis-3329	135	41	the	the	DET
fis-3329	135	42	second	second	ADJ
fis-3329	135	43	set	set	NOUN
fis-3329	135	44	of	of	ADP
fis-3329	135	45	data	datum	NOUN
fis-3329	135	46	to	to	PART
fis-3329	135	47	be	be	AUX
fis-3329	135	48	tested	test	VERB
fis-3329	135	49	is	be	AUX
fis-3329	135	50	from	from	ADP
fis-3329	135	51	the	the	DET
fis-3329	135	52	measurement	measurement	NOUN
fis-3329	135	53	of	of	ADP
fis-3329	135	54	a	a	DET
fis-3329	135	55	three	three	NUM
fis-3329	135	56	-	-	PUNCT
fis-3329	135	57	floor	floor	NOUN
fis-3329	135	58	structure	structure	NOUN
fis-3329	135	59	from	from	ADP
fis-3329	135	60	los	los	PROPN
fis-3329	135	61	alamos	alamos	PROPN
fis-3329	135	62	national	national	PROPN
fis-3329	135	63	laboratory	laboratory	PROPN
fis-3329	135	64	(	(	PUNCT
fis-3329	135	65	lanl	lanl	PROPN
fis-3329	135	66	)	)	PUNCT
fis-3329	135	67	.	.	PUNCT
fis-3329	136	1	the	the	DET
fis-3329	136	2	structure	structure	NOUN
fis-3329	136	3	has	have	VERB
fis-3329	136	4	different	different	ADJ
fis-3329	136	5	aluminum	aluminum	NOUN
fis-3329	136	6	-	-	PUNCT
fis-3329	136	7	made	make	VERB
fis-3329	136	8	columns	column	NOUN
fis-3329	136	9	and	and	CCONJ
fis-3329	136	10	plates	plate	NOUN
fis-3329	136	11	connected	connect	VERB
fis-3329	136	12	by	by	ADP
fis-3329	136	13	bolted	bolt	VERB
fis-3329	136	14	joints	joint	NOUN
fis-3329	136	15	to	to	PART
fis-3329	136	16	form	form	VERB
fis-3329	136	17	03	03	NUM
fis-3329	136	18	stories	story	NOUN
fis-3329	136	19	with	with	ADP
fis-3329	136	20	built	build	VERB
fis-3329	136	21	-	-	PUNCT
fis-3329	136	22	in	in	ADP
fis-3329	136	23	rails	rail	NOUN
fis-3329	136	24	for	for	ADP
fis-3329	136	25	slides	slide	NOUN
fis-3329	136	26	that	that	PRON
fis-3329	136	27	allows	allow	VERB
fis-3329	136	28	for	for	ADP
fis-3329	136	29	translation	translation	NOUN
fis-3329	136	30	horizontally	horizontally	ADV
fis-3329	136	31	.	.	PUNCT
fis-3329	137	1	different	different	ADJ
fis-3329	137	2	damage	damage	NOUN
fis-3329	137	3	scenarios	scenario	NOUN
fis-3329	137	4	are	be	AUX
fis-3329	137	5	simulated	simulate	VERB
fis-3329	137	6	by	by	ADP
fis-3329	137	7	adjusting	adjust	VERB
fis-3329	137	8	the	the	DET
fis-3329	137	9	column	column	NOUN
fis-3329	137	10	in	in	ADP
fis-3329	137	11	the	the	DET
fis-3329	137	12	middle	middle	NOUN
fis-3329	137	13	of	of	ADP
fis-3329	137	14	the	the	DET
fis-3329	137	15	top	top	ADJ
fis-3329	137	16	floor	floor	NOUN
fis-3329	137	17	.	.	PUNCT
fis-3329	138	1	on	on	ADP
fis-3329	138	2	each	each	DET
fis-3329	138	3	floor	floor	NOUN
fis-3329	138	4	there	there	PRON
fis-3329	138	5	are	be	VERB
fis-3329	138	6	five	five	NUM
fis-3329	138	7	specific	specific	ADJ
fis-3329	138	8	sensors	sensor	NOUN
fis-3329	138	9	to	to	PART
fis-3329	138	10	measure	measure	VERB
fis-3329	138	11	the	the	DET
fis-3329	138	12	vibration	vibration	NOUN
fis-3329	138	13	during	during	ADP
fis-3329	138	14	the	the	DET
fis-3329	138	15	experiment	experiment	NOUN
fis-3329	138	16	test	test	NOUN
fis-3329	138	17	.	.	PUNCT
fis-3329	139	1	the	the	DET
fis-3329	139	2	details	detail	NOUN
fis-3329	139	3	of	of	ADP
fis-3329	139	4	the	the	DET
fis-3329	139	5	given	give	VERB
fis-3329	139	6	structure	structure	NOUN
fis-3329	139	7	and	and	CCONJ
fis-3329	139	8	the	the	DET
fis-3329	139	9	data	datum	NOUN
fis-3329	139	10	used	use	VERB
fis-3329	139	11	in	in	ADP
fis-3329	139	12	our	our	PRON
fis-3329	139	13	case	case	NOUN
fis-3329	139	14	-	-	PUNCT
fis-3329	139	15	study	study	NOUN
fis-3329	139	16	are	be	AUX
fis-3329	139	17	described	describe	VERB
fis-3329	139	18	in	in	ADP
fis-3329	139	19	[	[	X
fis-3329	139	20	29	29	NUM
fis-3329	139	21	]	]	PUNCT
fis-3329	139	22	.	.	PUNCT
fis-3329	140	1	figure	figure	VERB
fis-3329	140	2	6	6	NUM
fis-3329	140	3	:	:	PUNCT
fis-3329	140	4	test	test	NOUN
fis-3329	140	5	structure	structure	NOUN
fis-3329	140	6	of	of	ADP
fis-3329	140	7	the	the	DET
fis-3329	140	8	three	three	NUM
fis-3329	140	9	-	-	PUNCT
fis-3329	140	10	floor	floor	NOUN
fis-3329	140	11	building	build	VERB
fis-3329	140	12	two	two	NUM
fis-3329	140	13	states	state	NOUN
fis-3329	140	14	of	of	ADP
fis-3329	140	15	the	the	DET
fis-3329	140	16	structure	structure	NOUN
fis-3329	140	17	are	be	AUX
fis-3329	140	18	considered	consider	VERB
fis-3329	140	19	:	:	PUNCT
fis-3329	140	20	undamaged	undamaged	ADJ
fis-3329	140	21	and	and	CCONJ
fis-3329	140	22	damaged	damaged	ADJ
fis-3329	140	23	states	state	NOUN
fis-3329	140	24	.	.	PUNCT
fis-3329	141	1	damages	damage	NOUN
fis-3329	141	2	are	be	AUX
fis-3329	141	3	introduced	introduce	VERB
fis-3329	141	4	to	to	ADP
fis-3329	141	5	the	the	DET
fis-3329	141	6	structures	structure	NOUN
fis-3329	141	7	by	by	ADP
fis-3329	141	8	adding	add	VERB
fis-3329	141	9	nonlinearities	nonlinearitie	NOUN
fis-3329	141	10	into	into	ADP
fis-3329	141	11	the	the	DET
fis-3329	141	12	structure	structure	NOUN
fis-3329	141	13	using	use	VERB
fis-3329	141	14	the	the	DET
fis-3329	141	15	bumper	bumper	NOUN
fis-3329	141	16	and	and	CCONJ
fis-3329	141	17	the	the	DET
fis-3329	141	18	suspended	suspend	VERB
fis-3329	141	19	column	column	NOUN
fis-3329	141	20	(	(	PUNCT
fis-3329	141	21	fig.6	fig.6	PROPN
fis-3329	141	22	photo	photo	NOUN
fis-3329	141	23	on	on	ADP
fis-3329	141	24	the	the	DET
fis-3329	141	25	right	right	NOUN
fis-3329	141	26	)	)	PUNCT
fis-3329	141	27	with	with	ADP
fis-3329	141	28	varying	vary	VERB
fis-3329	141	29	gaps	gap	NOUN
fis-3329	141	30	between	between	ADP
fis-3329	141	31	them	they	PRON
fis-3329	141	32	from	from	ADP
fis-3329	141	33	0.20	0.20	NUM
fis-3329	141	34	mm	mm	NOUN
fis-3329	141	35	to	to	ADP
fis-3329	141	36	0.05	0.05	NUM
fis-3329	141	37	mm	mm	NOUN
fis-3329	141	38	respectively	respectively	ADV
fis-3329	141	39	.	.	PUNCT
fis-3329	142	1	added	add	VERB
fis-3329	142	2	masses	masse	NOUN
fis-3329	142	3	of	of	ADP
fis-3329	142	4	1.2	1.2	NUM
fis-3329	142	5	kg	kg	NOUN
fis-3329	142	6	at	at	ADP
fis-3329	142	7	the	the	DET
fis-3329	142	8	bases	basis	NOUN
fis-3329	142	9	and	and	CCONJ
fis-3329	142	10	the	the	DET
fis-3329	142	11	first	first	ADJ
fis-3329	142	12	floor	floor	NOUN
fis-3329	142	13	,	,	PUNCT
fis-3329	142	14	as	as	ADV
fis-3329	142	15	well	well	ADV
fis-3329	142	16	as	as	ADP
fis-3329	142	17	and	and	CCONJ
fis-3329	142	18	stiffness	stiffness	ADJ
fis-3329	142	19	reduction	reduction	NOUN
fis-3329	142	20	to	to	ADP
fis-3329	142	21	87.5	87.5	NUM
fis-3329	142	22	%	%	NOUN
fis-3329	142	23	of	of	ADP
fis-3329	142	24	columns	column	NOUN
fis-3329	142	25	are	be	AUX
fis-3329	142	26	also	also	ADV
fis-3329	142	27	introduced	introduce	VERB
fis-3329	142	28	to	to	ADP
fis-3329	142	29	each	each	DET
fis-3329	142	30	state	state	NOUN
fis-3329	142	31	to	to	PART
fis-3329	142	32	simulate	simulate	VERB
fis-3329	142	33	operational	operational	ADJ
fis-3329	142	34	and	and	CCONJ
fis-3329	142	35	environmental	environmental	ADJ
fis-3329	142	36	changes	change	NOUN
fis-3329	142	37	of	of	ADP
fis-3329	142	38	the	the	DET
fis-3329	142	39	test	test	NOUN
fis-3329	142	40	structure	structure	NOUN
fis-3329	142	41	.	.	PUNCT
fis-3329	143	1	each	each	DET
fis-3329	143	2	state	state	NOUN
fis-3329	143	3	includes	include	VERB
fis-3329	143	4	10	10	NUM
fis-3329	143	5	times	time	NOUN
fis-3329	143	6	testing	testing	NOUN
fis-3329	143	7	,	,	PUNCT
fis-3329	143	8	giving	give	VERB
fis-3329	143	9	170	170	NUM
fis-3329	143	10	time	time	NOUN
fis-3329	143	11	series	series	NOUN
fis-3329	143	12	,	,	PUNCT
fis-3329	143	13	each	each	DET
fis-3329	143	14	time	time	NOUN
fis-3329	143	15	series	series	PROPN
fis-3329	143	16	has	have	VERB
fis-3329	143	17	8192	8192	NUM
fis-3329	143	18	time	time	NOUN
fis-3329	143	19	points	point	NOUN
fis-3329	143	20	.	.	PUNCT
fis-3329	144	1	the	the	DET
fis-3329	144	2	collected	collect	VERB
fis-3329	144	3	data	datum	NOUN
fis-3329	144	4	are	be	AUX
fis-3329	144	5	then	then	ADV
fis-3329	144	6	separated	separate	VERB
fis-3329	144	7	randomly	randomly	ADV
fis-3329	144	8	into	into	ADP
fis-3329	144	9	two	two	NUM
fis-3329	144	10	sets	set	NOUN
fis-3329	144	11	:	:	PUNCT
fis-3329	144	12	training	training	NOUN
fis-3329	144	13	and	and	CCONJ
fis-3329	144	14	testing	testing	NOUN
fis-3329	144	15	.	.	PUNCT
fis-3329	145	1	the	the	DET
fis-3329	145	2	training	training	NOUN
fis-3329	145	3	part	part	NOUN
fis-3329	145	4	has	have	VERB
fis-3329	145	5	a	a	DET
fis-3329	145	6	part	part	NOUN
fis-3329	145	7	of	of	ADP
fis-3329	145	8	70	70	NUM
fis-3329	145	9	%	%	NOUN
fis-3329	145	10	of	of	ADP
fis-3329	145	11	all	all	DET
fis-3329	145	12	the	the	DET
fis-3329	145	13	data	datum	NOUN
fis-3329	145	14	,	,	PUNCT
fis-3329	145	15	the	the	DET
fis-3329	145	16	others	other	NOUN
fis-3329	145	17	are	be	AUX
fis-3329	145	18	for	for	ADP
fis-3329	145	19	testing	testing	NOUN
fis-3329	145	20	which	which	PRON
fis-3329	145	21	consists	consist	VERB
fis-3329	145	22	of	of	ADP
fis-3329	145	23	126	126	NUM
fis-3329	145	24	samples	sample	NOUN
fis-3329	145	25	of	of	ADP
fis-3329	145	26	damaged	damage	VERB
fis-3329	145	27	state	state	NOUN
fis-3329	145	28	and	and	CCONJ
fis-3329	145	29	129	129	NUM
fis-3329	145	30	samples	sample	NOUN
fis-3329	145	31	of	of	ADP
fis-3329	145	32	undamaged	undamaged	ADJ
fis-3329	145	33	state	state	NOUN
fis-3329	145	34	.	.	PUNCT
fis-3329	146	1	similar	similar	ADJ
fis-3329	146	2	to	to	ADP
fis-3329	146	3	the	the	DET
fis-3329	146	4	analysis	analysis	NOUN
fis-3329	146	5	of	of	ADP
fis-3329	146	6	z24	z24	PROPN
fis-3329	146	7	bridge	bridge	NOUN
fis-3329	146	8	above	above	ADV
fis-3329	146	9	,	,	PUNCT
fis-3329	146	10	features	feature	NOUN
fis-3329	146	11	and	and	CCONJ
fis-3329	146	12	class	class	NOUN
fis-3329	146	13	labels	label	NOUN
fis-3329	146	14	are	be	AUX
fis-3329	146	15	given	give	VERB
fis-3329	146	16	to	to	ADP
fis-3329	146	17	the	the	DET
fis-3329	146	18	data	datum	NOUN
fis-3329	146	19	to	to	PART
fis-3329	146	20	be	be	AUX
fis-3329	146	21	correlated	correlate	VERB
fis-3329	146	22	later	later	ADV
fis-3329	146	23	.	.	PUNCT
fis-3329	147	1	in	in	ADP
fis-3329	147	2	total	total	NOUN
fis-3329	147	3	,	,	PUNCT
fis-3329	147	4	the	the	DET
fis-3329	147	5	cnn	cnn	PROPN
fis-3329	147	6	consists	consist	VERB
fis-3329	147	7	of	of	ADP
fis-3329	147	8	three	three	NUM
fis-3329	147	9	layers	layer	NOUN
fis-3329	147	10	with	with	ADP
fis-3329	147	11	8192	8192	NUM
fis-3329	147	12	time	time	NOUN
fis-3329	147	13	points	point	NOUN
fis-3329	147	14	of	of	ADP
fis-3329	147	15	time	time	NOUN
fis-3329	147	16	series	series	PROPN
fis-3329	147	17	data	data	PROPN
fis-3329	147	18	.	.	PUNCT
fis-3329	148	1	each	each	DET
fis-3329	148	2	layer	layer	NOUN
fis-3329	148	3	consists	consist	VERB
fis-3329	148	4	of	of	ADP
fis-3329	148	5	512	512	NUM
fis-3329	148	6	,	,	PUNCT
fis-3329	148	7	256	256	NUM
fis-3329	148	8	and	and	CCONJ
fis-3329	148	9	128	128	NUM
fis-3329	148	10	nodes	node	NOUN
fis-3329	148	11	respectively	respectively	ADV
fis-3329	148	12	.	.	PUNCT
fis-3329	149	1	the	the	DET
fis-3329	149	2	performance	performance	NOUN
fis-3329	149	3	of	of	ADP
fis-3329	149	4	the	the	DET
fis-3329	149	5	combined	combine	VERB
fis-3329	149	6	network	network	NOUN
fis-3329	149	7	is	be	AUX
fis-3329	149	8	shown	show	VERB
fis-3329	149	9	in	in	ADP
fis-3329	149	10	fig	fig	NOUN
fis-3329	149	11	.	.	PUNCT
fis-3329	150	1	7	7	X
fis-3329	150	2	.	.	X
fis-3329	150	3	figure	figure	NOUN
fis-3329	150	4	7	7	NUM
fis-3329	150	5	:	:	PUNCT
fis-3329	150	6	training	training	NOUN
fis-3329	150	7	and	and	CCONJ
fis-3329	150	8	testing	testing	NOUN
fis-3329	150	9	accuracy	accuracy	NOUN
fis-3329	150	10	.	.	PUNCT
fis-3329	151	1	d.	d.	PROPN
fis-3329	151	2	bui	bui	PROPN
fis-3329	151	3	-	-	PUNCT
fis-3329	151	4	ngoc	ngoc	PROPN
fis-3329	151	5	et	et	PROPN
fis-3329	151	6	alii	alii	PROPN
fis-3329	151	7	,	,	PUNCT
fis-3329	151	8	frattura	frattura	PROPN
fis-3329	151	9	ed	ed	PROPN
fis-3329	151	10	integrità	integrità	PROPN
fis-3329	151	11	strutturale	strutturale	PROPN
fis-3329	151	12	,	,	PUNCT
fis-3329	151	13	59	59	NUM
fis-3329	151	14	(	(	PUNCT
fis-3329	151	15	2022	2022	NUM
fis-3329	151	16	)	)	PUNCT
fis-3329	151	17	461	461	NUM
fis-3329	151	18	-	-	SYM
fis-3329	151	19	470	470	NUM
fis-3329	151	20	;	;	PUNCT
fis-3329	151	21	doi	doi	NOUN
fis-3329	151	22	:	:	PUNCT
fis-3329	151	23	10.3221	10.3221	NUM
fis-3329	151	24	/	/	SYM
fis-3329	151	25	igf	igf	PROPN
fis-3329	151	26	-	-	PUNCT
fis-3329	151	27	esis.59.30	esis.59.30	PROPN
fis-3329	151	28	468	468	NUM
fis-3329	151	29	the	the	DET
fis-3329	151	30	cnn	cnn	PROPN
fis-3329	151	31	model	model	NOUN
fis-3329	151	32	is	be	AUX
fis-3329	151	33	not	not	PART
fis-3329	151	34	only	only	ADV
fis-3329	151	35	detecting	detect	VERB
fis-3329	151	36	the	the	DET
fis-3329	151	37	damage	damage	NOUN
fis-3329	151	38	state	state	NOUN
fis-3329	151	39	in	in	ADP
fis-3329	151	40	the	the	DET
fis-3329	151	41	data	datum	NOUN
fis-3329	151	42	,	,	PUNCT
fis-3329	151	43	it	it	PRON
fis-3329	151	44	can	can	AUX
fis-3329	151	45	be	be	AUX
fis-3329	151	46	extracted	extract	VERB
fis-3329	151	47	the	the	DET
fis-3329	151	48	spatial	spatial	ADJ
fis-3329	151	49	features	feature	NOUN
fis-3329	151	50	,	,	PUNCT
fis-3329	151	51	which	which	PRON
fis-3329	151	52	can	can	AUX
fis-3329	151	53	be	be	AUX
fis-3329	151	54	show	show	VERB
fis-3329	151	55	the	the	DET
fis-3329	151	56	level	level	NOUN
fis-3329	151	57	of	of	ADP
fis-3329	151	58	the	the	DET
fis-3329	151	59	damages	damage	NOUN
fis-3329	151	60	[	[	X
fis-3329	151	61	30	30	NUM
fis-3329	151	62	]	]	PUNCT
fis-3329	151	63	.	.	PUNCT
fis-3329	152	1	in	in	ADP
fis-3329	152	2	fig	fig	NOUN
fis-3329	152	3	.	.	PUNCT
fis-3329	153	1	8	8	NUM
fis-3329	153	2	,	,	PUNCT
fis-3329	153	3	the	the	DET
fis-3329	153	4	feature	feature	NOUN
fis-3329	153	5	map	map	NOUN
fis-3329	153	6	learned	learn	VERB
fis-3329	153	7	from	from	ADP
fis-3329	153	8	cnn	cnn	PROPN
fis-3329	153	9	are	be	AUX
fis-3329	153	10	presented	present	VERB
fis-3329	153	11	.	.	PUNCT
fis-3329	154	1	the	the	DET
fis-3329	154	2	color	color	NOUN
fis-3329	154	3	in	in	ADP
fis-3329	154	4	the	the	DET
fis-3329	154	5	figure	figure	NOUN
fis-3329	154	6	represents	represent	VERB
fis-3329	154	7	the	the	DET
fis-3329	154	8	level	level	NOUN
fis-3329	154	9	of	of	ADP
fis-3329	154	10	the	the	DET
fis-3329	154	11	damage	damage	NOUN
fis-3329	154	12	.	.	PUNCT
fis-3329	155	1	the	the	DET
fis-3329	155	2	color	color	NOUN
fis-3329	155	3	from	from	ADP
fis-3329	155	4	channel	channel	NOUN
fis-3329	155	5	1	1	NUM
fis-3329	155	6	to	to	PART
fis-3329	155	7	channel	channel	VERB
fis-3329	155	8	3	3	NUM
fis-3329	155	9	is	be	AUX
fis-3329	155	10	almost	almost	ADV
fis-3329	155	11	blue	blue	ADJ
fis-3329	155	12	,	,	PUNCT
fis-3329	155	13	which	which	PRON
fis-3329	155	14	means	mean	VERB
fis-3329	155	15	that	that	SCONJ
fis-3329	155	16	the	the	DET
fis-3329	155	17	low	low	ADJ
fis-3329	155	18	level	level	NOUN
fis-3329	155	19	of	of	ADP
fis-3329	155	20	the	the	DET
fis-3329	155	21	damage	damage	NOUN
fis-3329	155	22	,	,	PUNCT
fis-3329	155	23	otherwise	otherwise	ADV
fis-3329	155	24	channel	channel	NOUN
fis-3329	155	25	4	4	NUM
fis-3329	155	26	and	and	CCONJ
fis-3329	155	27	5	5	NUM
fis-3329	155	28	are	be	AUX
fis-3329	155	29	in	in	ADP
fis-3329	155	30	hot	hot	ADJ
fis-3329	155	31	colors	color	NOUN
fis-3329	155	32	,	,	PUNCT
fis-3329	155	33	which	which	PRON
fis-3329	155	34	mean	mean	VERB
fis-3329	155	35	higher	high	ADJ
fis-3329	155	36	level	level	NOUN
fis-3329	155	37	of	of	ADP
fis-3329	155	38	damage	damage	NOUN
fis-3329	155	39	.	.	PUNCT
fis-3329	156	1	it	it	PRON
fis-3329	156	2	is	be	AUX
fis-3329	156	3	suitable	suitable	ADJ
fis-3329	156	4	with	with	ADP
fis-3329	156	5	the	the	DET
fis-3329	156	6	experimental	experimental	ADJ
fis-3329	156	7	due	due	ADP
fis-3329	156	8	to	to	ADP
fis-3329	156	9	the	the	DET
fis-3329	156	10	sensors	sensor	NOUN
fis-3329	156	11	4	4	NUM
fis-3329	156	12	and	and	CCONJ
fis-3329	156	13	5	5	NUM
fis-3329	156	14	located	locate	VERB
fis-3329	156	15	near	near	ADP
fis-3329	156	16	the	the	DET
fis-3329	156	17	damage	damage	NOUN
fis-3329	156	18	source	source	NOUN
fis-3329	156	19	.	.	PUNCT
fis-3329	157	1	like	like	ADP
fis-3329	157	2	the	the	DET
fis-3329	157	3	analysis	analysis	NOUN
fis-3329	157	4	of	of	ADP
fis-3329	157	5	z24	z24	PROPN
fis-3329	157	6	bridge	bridge	PROPN
fis-3329	157	7	data	datum	NOUN
fis-3329	157	8	above	above	ADV
fis-3329	157	9	,	,	PUNCT
fis-3329	157	10	eqns	eqns	PROPN
fis-3329	157	11	.	.	PUNCT
fis-3329	158	1	(	(	PUNCT
fis-3329	158	2	6	6	NUM
fis-3329	158	3	)	)	PUNCT
fis-3329	158	4	and	and	CCONJ
fis-3329	158	5	(	(	PUNCT
fis-3329	158	6	7	7	X
fis-3329	158	7	)	)	PUNCT
fis-3329	158	8	are	be	AUX
fis-3329	158	9	used	use	VERB
fis-3329	158	10	to	to	PART
fis-3329	158	11	evaluate	evaluate	VERB
fis-3329	158	12	the	the	DET
fis-3329	158	13	results	result	NOUN
fis-3329	158	14	for	for	ADP
fis-3329	158	15	the	the	DET
fis-3329	158	16	accuracy	accuracy	NOUN
fis-3329	158	17	of	of	ADP
fis-3329	158	18	the	the	DET
fis-3329	158	19	proposed	propose	VERB
fis-3329	158	20	method	method	NOUN
fis-3329	158	21	.	.	PUNCT
fis-3329	159	1	the	the	DET
fis-3329	159	2	results	result	NOUN
fis-3329	159	3	show	show	VERB
fis-3329	159	4	that	that	SCONJ
fis-3329	159	5	the	the	DET
fis-3329	159	6	proposed	propose	VERB
fis-3329	159	7	method	method	NOUN
fis-3329	159	8	has	have	AUX
fis-3329	159	9	accurately	accurately	ADV
fis-3329	159	10	classified	classify	VERB
fis-3329	159	11	a	a	DET
fis-3329	159	12	total	total	NOUN
fis-3329	159	13	of	of	ADP
fis-3329	159	14	97	97	NUM
fis-3329	159	15	samples	sample	NOUN
fis-3329	159	16	of	of	ADP
fis-3329	159	17	undamaged	undamaged	ADJ
fis-3329	159	18	and	and	CCONJ
fis-3329	159	19	86	86	NUM
fis-3329	159	20	samples	sample	NOUN
fis-3329	159	21	of	of	ADP
fis-3329	159	22	damaged	damage	VERB
fis-3329	159	23	while	while	SCONJ
fis-3329	159	24	only	only	ADV
fis-3329	159	25	38	38	NUM
fis-3329	159	26	data	datum	NOUN
fis-3329	159	27	samples	sample	NOUN
fis-3329	159	28	of	of	ADP
fis-3329	159	29	undamaged	undamaged	ADJ
fis-3329	159	30	and	and	CCONJ
fis-3329	159	31	34	34	NUM
fis-3329	159	32	data	datum	NOUN
fis-3329	159	33	samples	sample	NOUN
fis-3329	159	34	of	of	ADP
fis-3329	159	35	damaged	damage	VERB
fis-3329	159	36	were	be	AUX
fis-3329	159	37	misidentified	misidentifie	VERB
fis-3329	159	38	.	.	PUNCT
fis-3329	160	1	it	it	PRON
fis-3329	160	2	results	result	VERB
fis-3329	160	3	in	in	ADP
fis-3329	160	4	an	an	DET
fis-3329	160	5	accuracy	accuracy	NOUN
fis-3329	160	6	level	level	NOUN
fis-3329	160	7	of	of	ADP
fis-3329	160	8	75	75	NUM
fis-3329	160	9	%	%	NOUN
fis-3329	160	10	and	and	CCONJ
fis-3329	160	11	f	f	NOUN
fis-3329	160	12	-	-	PUNCT
fis-3329	160	13	measure	measure	NOUN
fis-3329	160	14	of	of	ADP
fis-3329	160	15	76	76	NUM
fis-3329	160	16	%	%	NOUN
fis-3329	160	17	respectively	respectively	ADV
fis-3329	160	18	.	.	PUNCT
fis-3329	161	1	for	for	ADP
fis-3329	161	2	this	this	DET
fis-3329	161	3	set	set	NOUN
fis-3329	161	4	of	of	ADP
fis-3329	161	5	data	datum	NOUN
fis-3329	161	6	,	,	PUNCT
fis-3329	161	7	a	a	DET
fis-3329	161	8	comparison	comparison	NOUN
fis-3329	161	9	was	be	AUX
fis-3329	161	10	made	make	VERB
fis-3329	161	11	between	between	ADP
fis-3329	161	12	the	the	DET
fis-3329	161	13	traditional	traditional	ADJ
fis-3329	161	14	cnn	cnn	NOUN
fis-3329	161	15	method	method	NOUN
fis-3329	161	16	and	and	CCONJ
fis-3329	161	17	the	the	DET
fis-3329	161	18	proposed	propose	VERB
fis-3329	161	19	method	method	NOUN
fis-3329	161	20	.	.	PUNCT
fis-3329	162	1	fig	fig	NOUN
fis-3329	162	2	.	.	PUNCT
fis-3329	163	1	9	9	NUM
fis-3329	163	2	shows	show	VERB
fis-3329	163	3	the	the	DET
fis-3329	163	4	differences	difference	NOUN
fis-3329	163	5	in	in	ADP
fis-3329	163	6	testing	testing	NOUN
fis-3329	163	7	accuracy	accuracy	NOUN
fis-3329	163	8	between	between	ADP
fis-3329	163	9	cnn	cnn	PROPN
fis-3329	163	10	and	and	CCONJ
fis-3329	163	11	cnn	cnn	PROPN
fis-3329	163	12	-	-	PUNCT
fis-3329	163	13	rnn	rnn	PROPN
fis-3329	163	14	method	method	NOUN
fis-3329	163	15	in	in	ADP
fis-3329	163	16	undamaged	undamaged	ADJ
fis-3329	163	17	(	(	PUNCT
fis-3329	163	18	left	left	ADJ
fis-3329	163	19	)	)	PUNCT
fis-3329	163	20	and	and	CCONJ
fis-3329	163	21	damaged	damage	VERB
fis-3329	163	22	(	(	PUNCT
fis-3329	163	23	right	right	ADJ
fis-3329	163	24	)	)	PUNCT
fis-3329	163	25	detection	detection	NOUN
fis-3329	163	26	.	.	PUNCT
fis-3329	164	1	as	as	SCONJ
fis-3329	164	2	shown	show	VERB
fis-3329	164	3	in	in	ADP
fis-3329	164	4	fig	fig	NOUN
fis-3329	164	5	.	.	PUNCT
fis-3329	165	1	9	9	NUM
fis-3329	165	2	,	,	PUNCT
fis-3329	165	3	there	there	PRON
fis-3329	165	4	are	be	VERB
fis-3329	165	5	in	in	ADP
fis-3329	165	6	total	total	ADJ
fis-3329	165	7	122	122	NUM
fis-3329	165	8	data	datum	NOUN
fis-3329	165	9	samples	sample	NOUN
fis-3329	165	10	of	of	ADP
fis-3329	165	11	undamaged	undamaged	ADJ
fis-3329	165	12	state	state	NOUN
fis-3329	165	13	and	and	CCONJ
fis-3329	165	14	82	82	NUM
fis-3329	165	15	data	datum	NOUN
fis-3329	165	16	samples	sample	NOUN
fis-3329	165	17	of	of	ADP
fis-3329	165	18	damaged	damage	VERB
fis-3329	165	19	state	state	NOUN
fis-3329	165	20	were	be	AUX
fis-3329	165	21	accurately	accurately	ADV
fis-3329	165	22	identified	identify	VERB
fis-3329	165	23	for	for	ADP
fis-3329	165	24	cnn	cnn	PROPN
fis-3329	165	25	method	method	NOUN
fis-3329	165	26	.	.	PUNCT
fis-3329	166	1	our	our	PRON
fis-3329	166	2	proposed	propose	VERB
fis-3329	166	3	method	method	NOUN
fis-3329	166	4	shows	show	VERB
fis-3329	166	5	a	a	DET
fis-3329	166	6	more	more	ADV
fis-3329	166	7	accurate	accurate	ADJ
fis-3329	166	8	result	result	NOUN
fis-3329	166	9	in	in	ADP
fis-3329	166	10	the	the	DET
fis-3329	166	11	damaged	damage	VERB
fis-3329	166	12	scenario	scenario	NOUN
fis-3329	166	13	than	than	ADP
fis-3329	166	14	the	the	DET
fis-3329	166	15	existing	exist	VERB
fis-3329	166	16	cnn	cnn	PROPN
fis-3329	166	17	.	.	PUNCT
fis-3329	167	1	however	however	ADV
fis-3329	167	2	,	,	PUNCT
fis-3329	167	3	it	it	PRON
fis-3329	167	4	is	be	AUX
fis-3329	167	5	not	not	PART
fis-3329	167	6	as	as	ADV
fis-3329	167	7	effective	effective	ADJ
fis-3329	167	8	in	in	ADP
fis-3329	167	9	the	the	DET
fis-3329	167	10	undamaged	undamaged	ADJ
fis-3329	167	11	scenario	scenario	NOUN
fis-3329	167	12	.	.	PUNCT
fis-3329	168	1	this	this	PRON
fis-3329	168	2	is	be	AUX
fis-3329	168	3	due	due	ADJ
fis-3329	168	4	to	to	ADP
fis-3329	168	5	the	the	DET
fis-3329	168	6	fact	fact	NOUN
fis-3329	168	7	that	that	SCONJ
fis-3329	168	8	cnn	cnn	PROPN
fis-3329	168	9	method	method	NOUN
fis-3329	168	10	is	be	AUX
fis-3329	168	11	unable	unable	ADJ
fis-3329	168	12	to	to	PART
fis-3329	168	13	learn	learn	VERB
fis-3329	168	14	the	the	DET
fis-3329	168	15	temporal	temporal	ADJ
fis-3329	168	16	relation	relation	NOUN
fis-3329	168	17	in	in	ADP
fis-3329	168	18	time	time	NOUN
fis-3329	168	19	-	-	PUNCT
fis-3329	168	20	series	series	NOUN
fis-3329	168	21	data	data	PROPN
fis-3329	168	22	.	.	PUNCT
fis-3329	169	1	figure	figure	VERB
fis-3329	169	2	8	8	NUM
fis-3329	169	3	:	:	PUNCT
fis-3329	169	4	visualization	visualization	NOUN
fis-3329	169	5	of	of	ADP
fis-3329	169	6	the	the	DET
fis-3329	169	7	feature	feature	NOUN
fis-3329	169	8	values	value	NOUN
fis-3329	169	9	learned	learn	VERB
fis-3329	169	10	from	from	ADP
fis-3329	169	11	cnn	cnn	PROPN
fis-3329	169	12	.	.	PUNCT
fis-3329	170	1	figure	figure	VERB
fis-3329	170	2	9	9	NUM
fis-3329	170	3	:	:	PUNCT
fis-3329	170	4	accuracy	accuracy	NOUN
fis-3329	170	5	comparison	comparison	NOUN
fis-3329	170	6	between	between	ADP
fis-3329	170	7	two	two	NUM
fis-3329	170	8	methods	method	NOUN
fis-3329	170	9	.	.	PUNCT
fis-3329	171	1	conclusion	conclusion	NOUN
fis-3329	171	2	n	n	ADP
fis-3329	171	3	this	this	DET
fis-3329	171	4	paper	paper	NOUN
fis-3329	171	5	,	,	PUNCT
fis-3329	171	6	a	a	DET
fis-3329	171	7	novel	novel	ADJ
fis-3329	171	8	damage	damage	NOUN
fis-3329	171	9	detection	detection	NOUN
fis-3329	171	10	method	method	NOUN
fis-3329	171	11	using	use	VERB
fis-3329	171	12	a	a	DET
fis-3329	171	13	combination	combination	NOUN
fis-3329	171	14	of	of	ADP
fis-3329	171	15	convolution	convolution	NOUN
fis-3329	171	16	neural	neural	ADJ
fis-3329	171	17	network	network	NOUN
fis-3329	171	18	and	and	CCONJ
fis-3329	171	19	recurrent	recurrent	ADJ
fis-3329	171	20	neural	neural	ADJ
fis-3329	171	21	network	network	NOUN
fis-3329	171	22	is	be	AUX
fis-3329	171	23	proposed	propose	VERB
fis-3329	171	24	.	.	PUNCT
fis-3329	172	1	we	we	PRON
fis-3329	172	2	employed	employ	VERB
fis-3329	172	3	the	the	DET
fis-3329	172	4	advantages	advantage	NOUN
fis-3329	172	5	of	of	ADP
fis-3329	172	6	cnn	cnn	PROPN
fis-3329	172	7	to	to	PART
fis-3329	172	8	extract	extract	VERB
fis-3329	172	9	features	feature	NOUN
fis-3329	172	10	from	from	ADP
fis-3329	172	11	time	time	NOUN
fis-3329	172	12	series	series	PROPN
fis-3329	172	13	data	datum	NOUN
fis-3329	172	14	and	and	CCONJ
fis-3329	172	15	to	to	PART
fis-3329	172	16	generate	generate	VERB
fis-3329	172	17	deep	deep	ADJ
fis-3329	172	18	features	feature	NOUN
fis-3329	172	19	automatically	automatically	ADV
fis-3329	172	20	by	by	ADP
fis-3329	172	21	using	use	VERB
fis-3329	172	22	convolution	convolution	NOUN
fis-3329	172	23	and	and	CCONJ
fis-3329	172	24	pooling	pool	VERB
fis-3329	172	25	layers	layer	NOUN
fis-3329	172	26	.	.	PUNCT
fis-3329	173	1	the	the	DET
fis-3329	173	2	rnn	rnn	NOUN
fis-3329	173	3	learns	learn	VERB
fis-3329	173	4	the	the	DET
fis-3329	173	5	correlation	correlation	NOUN
fis-3329	173	6	of	of	ADP
fis-3329	173	7	the	the	DET
fis-3329	173	8	extracted	extract	VERB
fis-3329	173	9	features	feature	NOUN
fis-3329	173	10	from	from	ADP
fis-3329	173	11	cnn	cnn	PROPN
fis-3329	173	12	for	for	ADP
fis-3329	173	13	the	the	DET
fis-3329	173	14	classification	classification	NOUN
fis-3329	173	15	of	of	ADP
fis-3329	173	16	data	datum	NOUN
fis-3329	173	17	as	as	SCONJ
fis-3329	173	18	desired	desire	VERB
fis-3329	173	19	.	.	PUNCT
fis-3329	174	1	two	two	NUM
fis-3329	174	2	sets	set	NOUN
fis-3329	174	3	of	of	ADP
fis-3329	174	4	experimental	experimental	ADJ
fis-3329	174	5	data	datum	NOUN
fis-3329	174	6	from	from	ADP
fis-3329	174	7	z24	z24	PROPN
fis-3329	174	8	bridge	bridge	PROPN
fis-3329	174	9	and	and	CCONJ
fis-3329	174	10	lanl	lanl	PROPN
fis-3329	174	11	were	be	AUX
fis-3329	174	12	used	use	VERB
fis-3329	174	13	to	to	PART
fis-3329	174	14	test	test	VERB
fis-3329	174	15	the	the	DET
fis-3329	174	16	validity	validity	NOUN
fis-3329	174	17	of	of	ADP
fis-3329	174	18	the	the	DET
fis-3329	174	19	proposed	propose	VERB
fis-3329	174	20	method	method	NOUN
fis-3329	174	21	.	.	PUNCT
fis-3329	175	1	for	for	ADP
fis-3329	175	2	the	the	DET
fis-3329	175	3	case	case	NOUN
fis-3329	175	4	of	of	ADP
fis-3329	175	5	z24	z24	PROPN
fis-3329	175	6	bridge	bridge	PROPN
fis-3329	175	7	,	,	PUNCT
fis-3329	175	8	5	5	NUM
fis-3329	175	9	damage	damage	NOUN
fis-3329	175	10	scenarios	scenario	NOUN
fis-3329	175	11	consisting	consist	VERB
fis-3329	175	12	of	of	ADP
fis-3329	175	13	lowering	lower	VERB
fis-3329	175	14	of	of	ADP
fis-3329	175	15	the	the	DET
fis-3329	175	16	pier	pier	NOUN
fis-3329	175	17	,	,	PUNCT
fis-3329	175	18	hinge	hinge	NOUN
fis-3329	175	19	restored	restore	VERB
fis-3329	175	20	,	,	PUNCT
fis-3329	175	21	spalling	spalling	NOUN
fis-3329	175	22	of	of	ADP
fis-3329	175	23	concrete	concrete	NOUN
fis-3329	175	24	at	at	ADP
fis-3329	175	25	soffit	soffit	NOUN
fis-3329	175	26	,	,	PUNCT
fis-3329	175	27	failure	failure	NOUN
fis-3329	175	28	of	of	ADP
fis-3329	175	29	the	the	DET
fis-3329	175	30	concrete	concrete	ADJ
fis-3329	175	31	hinge	hinge	NOUN
fis-3329	175	32	,	,	PUNCT
fis-3329	175	33	and	and	CCONJ
fis-3329	175	34	failure	failure	NOUN
fis-3329	175	35	of	of	ADP
fis-3329	175	36	4	4	NUM
fis-3329	175	37	anchor	anchor	NOUN
fis-3329	175	38	heads	head	NOUN
fis-3329	175	39	are	be	AUX
fis-3329	175	40	taken	take	VERB
fis-3329	175	41	into	into	ADP
fis-3329	175	42	account	account	NOUN
fis-3329	175	43	,	,	PUNCT
fis-3329	175	44	whereas	whereas	SCONJ
fis-3329	175	45	in	in	ADP
fis-3329	175	46	the	the	DET
fis-3329	175	47	lanl	lanl	PROPN
fis-3329	175	48	experiment	experiment	NOUN
fis-3329	175	49	,	,	PUNCT
fis-3329	175	50	126	126	NUM
fis-3329	175	51	samples	sample	NOUN
fis-3329	175	52	of	of	ADP
fis-3329	175	53	damaged	damage	VERB
fis-3329	175	54	state	state	NOUN
fis-3329	175	55	and	and	CCONJ
fis-3329	175	56	129	129	NUM
fis-3329	175	57	samples	sample	NOUN
fis-3329	175	58	of	of	ADP
fis-3329	175	59	undamaged	undamaged	ADJ
fis-3329	175	60	state	state	NOUN
fis-3329	175	61	are	be	AUX
fis-3329	175	62	considered	consider	VERB
fis-3329	175	63	.	.	PUNCT
fis-3329	176	1	the	the	DET
fis-3329	176	2	results	result	NOUN
fis-3329	176	3	show	show	VERB
fis-3329	176	4	that	that	SCONJ
fis-3329	176	5	our	our	PRON
fis-3329	176	6	proposed	propose	VERB
fis-3329	176	7	method	method	NOUN
fis-3329	176	8	is	be	AUX
fis-3329	176	9	able	able	ADJ
fis-3329	176	10	to	to	PART
fis-3329	176	11	identify	identify	VERB
fis-3329	176	12	damage	damage	NOUN
fis-3329	176	13	with	with	ADP
fis-3329	176	14	a	a	DET
fis-3329	176	15	high	high	ADJ
fis-3329	176	16	level	level	NOUN
fis-3329	176	17	of	of	ADP
fis-3329	176	18	accuracy	accuracy	NOUN
fis-3329	176	19	.	.	PUNCT
fis-3329	177	1	however	however	ADV
fis-3329	177	2	,	,	PUNCT
fis-3329	177	3	this	this	DET
fis-3329	177	4	work	work	NOUN
fis-3329	177	5	has	have	AUX
fis-3329	177	6	not	not	PART
fis-3329	177	7	yet	yet	ADV
fis-3329	177	8	focused	focus	VERB
fis-3329	177	9	on	on	ADP
fis-3329	177	10	determining	determine	VERB
fis-3329	177	11	the	the	DET
fis-3329	177	12	damage	damage	NOUN
fis-3329	177	13	locations	location	NOUN
fis-3329	177	14	as	as	ADV
fis-3329	177	15	well	well	ADV
fis-3329	177	16	as	as	ADP
fis-3329	177	17	the	the	DET
fis-3329	177	18	damage	damage	NOUN
fis-3329	177	19	levels	level	NOUN
fis-3329	177	20	of	of	ADP
fis-3329	177	21	the	the	DET
fis-3329	177	22	structure	structure	NOUN
fis-3329	177	23	.	.	PUNCT
fis-3329	178	1	further	further	ADJ
fis-3329	178	2	research	research	NOUN
fis-3329	178	3	can	can	AUX
fis-3329	178	4	also	also	ADV
fis-3329	178	5	be	be	AUX
fis-3329	178	6	conducted	conduct	VERB
fis-3329	178	7	to	to	PART
fis-3329	178	8	further	far	ADV
fis-3329	178	9	increase	increase	VERB
fis-3329	178	10	the	the	DET
fis-3329	178	11	effectiveness	effectiveness	NOUN
fis-3329	178	12	of	of	ADP
fis-3329	178	13	this	this	DET
fis-3329	178	14	method	method	NOUN
fis-3329	178	15	.	.	PUNCT
fis-3329	179	1	acknowledgement	acknowledgement	NOUN
fis-3329	179	2	he	he	PRON
fis-3329	179	3	authors	author	NOUN
fis-3329	179	4	acknowledge	acknowledge	VERB
fis-3329	179	5	the	the	DET
fis-3329	179	6	financial	financial	ADJ
fis-3329	179	7	support	support	NOUN
fis-3329	179	8	of	of	ADP
fis-3329	179	9	bof	bof	PROPN
fis-3329	179	10	of	of	ADP
fis-3329	179	11	ghent	ghent	PROPN
fis-3329	179	12	university	university	PROPN
fis-3329	179	13	and	and	CCONJ
fis-3329	179	14	the	the	DET
fis-3329	179	15	research	research	NOUN
fis-3329	179	16	project	project	NOUN
fis-3329	179	17	b2021	b2021	NUM
fis-3329	179	18	-	-	PUNCT
fis-3329	179	19	gha04	gha04	NOUN
fis-3329	179	20	of	of	ADP
fis-3329	179	21	the	the	DET
fis-3329	179	22	ministry	ministry	PROPN
fis-3329	179	23	of	of	ADP
fis-3329	179	24	education	education	NOUN
fis-3329	179	25	and	and	CCONJ
fis-3329	179	26	training	training	NOUN
fis-3329	179	27	,	,	PUNCT
fis-3329	179	28	vietnam	vietnam	PROPN
fis-3329	179	29	.	.	PUNCT
fis-3329	180	1	i	i	PRON
fis-3329	180	2	t	t	PROPN
fis-3329	180	3	d.	d.	PROPN
fis-3329	180	4	bui	bui	PROPN
fis-3329	180	5	-	-	PUNCT
fis-3329	180	6	ngoc	ngoc	PROPN
fis-3329	180	7	et	et	PROPN
fis-3329	180	8	alii	alii	PROPN
fis-3329	180	9	,	,	PUNCT
fis-3329	180	10	frattura	frattura	PROPN
fis-3329	180	11	ed	ed	PROPN
fis-3329	180	12	integrità	integrità	PROPN
fis-3329	180	13	strutturale	strutturale	PROPN
fis-3329	180	14	,	,	PUNCT
fis-3329	180	15	59	59	NUM
fis-3329	180	16	(	(	PUNCT
fis-3329	180	17	2022	2022	NUM
fis-3329	180	18	)	)	PUNCT
fis-3329	180	19	461	461	NUM
fis-3329	180	20	-	-	SYM
fis-3329	180	21	470	470	NUM
fis-3329	180	22	;	;	PUNCT
fis-3329	180	23	doi	doi	NOUN
fis-3329	180	24	:	:	PUNCT
fis-3329	180	25	10.3221	10.3221	NUM
fis-3329	180	26	/	/	SYM
fis-3329	180	27	igf	igf	PROPN
fis-3329	180	28	-	-	PUNCT
fis-3329	180	29	esis.59.30	esis.59.30	PROPN
fis-3329	180	30	469	469	NUM
fis-3329	180	31	references	reference	NOUN
fis-3329	180	32	[	[	X
fis-3329	180	33	1	1	NUM
fis-3329	180	34	]	]	X
fis-3329	180	35	kong	kong	PROPN
fis-3329	180	36	,	,	PUNCT
fis-3329	180	37	x.	x.	PROPN
fis-3329	180	38	,	,	PUNCT
fis-3329	180	39	cai	cai	PROPN
fis-3329	180	40	,	,	PUNCT
fis-3329	180	41	c.s	c.s	PROPN
fis-3329	180	42	,	,	PUNCT
fis-3329	180	43	hu	hu	PROPN
fis-3329	180	44	,	,	PUNCT
fis-3329	180	45	j.	j.	PROPN
fis-3329	180	46	(	(	PUNCT
fis-3329	180	47	2017	2017	NUM
fis-3329	180	48	)	)	PUNCT
fis-3329	180	49	.	.	PUNCT
fis-3329	181	1	the	the	DET
fis-3329	181	2	state	state	NOUN
fis-3329	181	3	-	-	PUNCT
fis-3329	181	4	of	of	ADP
fis-3329	181	5	-	-	PUNCT
fis-3329	181	6	the	the	DET
fis-3329	181	7	-	-	PUNCT
fis-3329	181	8	art	art	NOUN
fis-3329	181	9	on	on	ADP
fis-3329	181	10	framework	framework	NOUN
fis-3329	181	11	of	of	ADP
fis-3329	181	12	vibration	vibration	NOUN
fis-3329	181	13	-	-	PUNCT
fis-3329	181	14	based	base	VERB
fis-3329	181	15	structural	structural	ADJ
fis-3329	181	16	damage	damage	NOUN
fis-3329	181	17	identification	identification	NOUN
fis-3329	181	18	for	for	ADP
fis-3329	181	19	decision	decision	NOUN
fis-3329	181	20	making	making	NOUN
fis-3329	181	21	.	.	PUNCT
fis-3329	182	1	dimitrios	dimitrio	NOUN
fis-3329	182	2	g.	g.	PROPN
fis-3329	182	3	aggelis	aggelis	PROPN
fis-3329	182	4	.	.	PUNCT
fis-3329	183	1	appl	appl	PROPN
fis-3329	183	2	.	.	PUNCT
fis-3329	184	1	sci	sci	PROPN
fis-3329	184	2	.	.	PROPN
fis-3329	184	3	,	,	PUNCT
fis-3329	184	4	7	7	NUM
fis-3329	184	5	,	,	PUNCT
fis-3329	184	6	497	497	NUM
fis-3329	184	7	.	.	PUNCT
fis-3329	185	1	[	[	X
fis-3329	185	2	2	2	NUM
fis-3329	185	3	]	]	PUNCT
fis-3329	185	4	sinou	sinou	NOUN
fis-3329	185	5	,	,	PUNCT
fis-3329	185	6	j.j	j.j	PROPN
fis-3329	185	7	.	.	PROPN
fis-3329	185	8	(	(	PUNCT
fis-3329	185	9	2009	2009	NUM
fis-3329	185	10	)	)	PUNCT
fis-3329	185	11	.	.	PUNCT
fis-3329	186	1	a	a	DET
fis-3329	186	2	review	review	NOUN
fis-3329	186	3	of	of	ADP
fis-3329	186	4	damage	damage	NOUN
fis-3329	186	5	detection	detection	NOUN
fis-3329	186	6	and	and	CCONJ
fis-3329	186	7	health	health	NOUN
fis-3329	186	8	monitoring	monitoring	NOUN
fis-3329	186	9	of	of	ADP
fis-3329	186	10	mechanical	mechanical	ADJ
fis-3329	186	11	systems	system	NOUN
fis-3329	186	12	from	from	ADP
fis-3329	186	13	changes	change	NOUN
fis-3329	186	14	in	in	ADP
fis-3329	186	15	the	the	DET
fis-3329	186	16	measurement	measurement	NOUN
fis-3329	186	17	of	of	ADP
fis-3329	186	18	linear	linear	PROPN
fis-3329	186	19	and	and	CCONJ
fis-3329	186	20	non	non	ADJ
fis-3329	186	21	-	-	ADJ
fis-3329	186	22	linear	linear	ADJ
fis-3329	186	23	vibrations	vibration	NOUN
fis-3329	186	24	.	.	PUNCT
fis-3329	187	1	in	in	ADP
fis-3329	187	2	:	:	PUNCT
fis-3329	187	3	robert	robert	PROPN
fis-3329	187	4	c.	c.	PROPN
fis-3329	187	5	sapri	sapri	PROPN
fis-3329	187	6	.	.	PUNCT
fis-3329	188	1	mechanical	mechanical	ADJ
fis-3329	188	2	vibrations	vibration	NOUN
fis-3329	188	3	:	:	PUNCT
fis-3329	188	4	measurement	measurement	NOUN
fis-3329	188	5	,	,	PUNCT
fis-3329	188	6	effects	effect	NOUN
fis-3329	188	7	and	and	CCONJ
fis-3329	188	8	control	control	NOUN
fis-3329	188	9	,	,	PUNCT
fis-3329	188	10	nova	nova	PROPN
fis-3329	188	11	science	science	NOUN
fis-3329	188	12	publishers	publisher	NOUN
fis-3329	188	13	,	,	PUNCT
fis-3329	188	14	inc	inc	PROPN
fis-3329	188	15	.	.	PROPN
fis-3329	188	16	,	,	PUNCT
fis-3329	188	17	pp.643	pp.643	PROPN
fis-3329	188	18	-	-	PUNCT
fis-3329	188	19	702	702	NUM
fis-3329	188	20	.	.	PUNCT
fis-3329	189	1	[	[	X
fis-3329	189	2	3	3	NUM
fis-3329	189	3	]	]	X
fis-3329	189	4	magagnini	magagnini	PROPN
fis-3329	189	5	,	,	PUNCT
fis-3329	189	6	e.	e.	PROPN
fis-3329	189	7	,	,	PUNCT
fis-3329	189	8	capozucca	capozucca	PROPN
fis-3329	189	9	,	,	PUNCT
fis-3329	189	10	r.	r.	PROPN
fis-3329	189	11	(	(	PUNCT
fis-3329	189	12	2021	2021	NUM
fis-3329	189	13	)	)	PUNCT
fis-3329	189	14	.	.	PUNCT
fis-3329	190	1	detection	detection	NOUN
fis-3329	190	2	of	of	ADP
fis-3329	190	3	damage	damage	NOUN
fis-3329	190	4	in	in	ADP
fis-3329	190	5	rc	rc	PROPN
fis-3329	190	6	beams	beam	NOUN
fis-3329	190	7	strengthened	strengthen	VERB
fis-3329	190	8	with	with	ADP
fis-3329	190	9	nsm	nsm	PROPN
fis-3329	190	10	cfrp	cfrp	PROPN
fis-3329	190	11	rectangular	rectangular	ADJ
fis-3329	190	12	rod	rod	NOUN
fis-3329	190	13	by	by	ADP
fis-3329	190	14	finite	finite	ADJ
fis-3329	190	15	element	element	NOUN
fis-3329	190	16	modeling	modeling	NOUN
fis-3329	190	17	.	.	PUNCT
fis-3329	191	1	in	in	ADP
fis-3329	191	2	:	:	PUNCT
fis-3329	191	3	abdel	abdel	PROPN
fis-3329	191	4	wahab	wahab	PROPN
fis-3329	191	5	m.	m.	PROPN
fis-3329	191	6	(	(	PUNCT
fis-3329	191	7	eds	ed	NOUN
fis-3329	191	8	)	)	PUNCT
fis-3329	191	9	proceedings	proceeding	NOUN
fis-3329	191	10	of	of	ADP
fis-3329	191	11	the	the	DET
fis-3329	191	12	8th	8th	ADJ
fis-3329	191	13	international	international	ADJ
fis-3329	191	14	conference	conference	NOUN
fis-3329	191	15	on	on	ADP
fis-3329	191	16	fracture	fracture	NOUN
fis-3329	191	17	,	,	PUNCT
fis-3329	191	18	fatigue	fatigue	NOUN
fis-3329	191	19	and	and	CCONJ
fis-3329	191	20	wear	wear	NOUN
fis-3329	191	21	.	.	PUNCT
fis-3329	191	22	ffw	ffw	NOUN
fis-3329	191	23	2020	2020	NUM
fis-3329	191	24	2020	2020	NUM
fis-3329	191	25	.	.	PUNCT
fis-3329	192	1	lecture	lecture	NOUN
fis-3329	192	2	notes	note	NOUN
fis-3329	192	3	in	in	ADP
fis-3329	192	4	mechanical	mechanical	ADJ
fis-3329	192	5	engineering	engineering	NOUN
fis-3329	192	6	,	,	PUNCT
fis-3329	192	7	pp	pp	ADV
fis-3329	192	8	227	227	NUM
fis-3329	192	9	-	-	SYM
fis-3329	192	10	242	242	NUM
fis-3329	192	11	.	.	PUNCT
fis-3329	193	1	[	[	X
fis-3329	193	2	4	4	NUM
fis-3329	193	3	]	]	X
fis-3329	193	4	capozucca	capozucca	PROPN
fis-3329	193	5	,	,	PUNCT
fis-3329	193	6	r.	r.	PROPN
fis-3329	193	7	,	,	PUNCT
fis-3329	193	8	magagnini	magagnini	PROPN
fis-3329	193	9	,	,	PUNCT
fis-3329	193	10	e.	e.	PROPN
fis-3329	193	11	(	(	PUNCT
fis-3329	193	12	2020	2020	NUM
fis-3329	193	13	)	)	PUNCT
fis-3329	193	14	.	.	PUNCT
fis-3329	194	1	rc	rc	PROPN
fis-3329	194	2	beam	beam	NOUN
fis-3329	194	3	models	model	NOUN
fis-3329	194	4	damaged	damage	VERB
fis-3329	194	5	and	and	CCONJ
fis-3329	194	6	strengthened	strengthen	VERB
fis-3329	194	7	with	with	ADP
fis-3329	194	8	gfrp	gfrp	PROPN
fis-3329	194	9	strips	strip	NOUN
fis-3329	194	10	under	under	ADP
fis-3329	194	11	bending	bend	VERB
fis-3329	194	12	loading	loading	NOUN
fis-3329	194	13	and	and	CCONJ
fis-3329	194	14	free	free	ADJ
fis-3329	194	15	vibration	vibration	NOUN
fis-3329	194	16	,	,	PUNCT
fis-3329	194	17	composite	composite	ADJ
fis-3329	194	18	structures	structure	NOUN
fis-3329	194	19	,	,	PUNCT
fis-3329	194	20	253	253	NUM
fis-3329	194	21	,	,	PUNCT
fis-3329	194	22	112730	112730	NUM
fis-3329	194	23	.	.	PUNCT
fis-3329	195	1	[	[	X
fis-3329	195	2	5	5	NUM
fis-3329	195	3	]	]	X
fis-3329	195	4	khatir	khatir	PROPN
fis-3329	195	5	,	,	PUNCT
fis-3329	195	6	s.	s.	PROPN
fis-3329	195	7	,	,	PUNCT
fis-3329	195	8	wahab	wahab	PROPN
fis-3329	195	9	,	,	PUNCT
fis-3329	195	10	m.	m.	NOUN
fis-3329	195	11	a.	a.	PROPN
fis-3329	195	12	,	,	PUNCT
fis-3329	195	13	boutchicha	boutchicha	PROPN
fis-3329	195	14	,	,	PUNCT
fis-3329	195	15	d.	d.	PROPN
fis-3329	195	16	,	,	PUNCT
fis-3329	195	17	&	&	CCONJ
fis-3329	195	18	khatir	khatir	PROPN
fis-3329	195	19	,	,	PUNCT
fis-3329	195	20	t.	t.	PROPN
fis-3329	195	21	(	(	PUNCT
fis-3329	195	22	2019	2019	NUM
fis-3329	195	23	)	)	PUNCT
fis-3329	195	24	.	.	PUNCT
fis-3329	196	1	structural	structural	ADJ
fis-3329	196	2	health	health	NOUN
fis-3329	196	3	monitoring	monitoring	NOUN
fis-3329	196	4	using	use	VERB
fis-3329	196	5	modal	modal	ADJ
fis-3329	196	6	strain	strain	NOUN
fis-3329	196	7	energy	energy	NOUN
fis-3329	196	8	damage	damage	NOUN
fis-3329	196	9	indicator	indicator	NOUN
fis-3329	196	10	coupled	couple	VERB
fis-3329	196	11	with	with	ADP
fis-3329	196	12	teaching	teach	VERB
fis-3329	196	13	-	-	PUNCT
fis-3329	196	14	learning	learning	NOUN
fis-3329	196	15	-	-	PUNCT
fis-3329	196	16	based	base	VERB
fis-3329	196	17	optimization	optimization	NOUN
fis-3329	196	18	algorithm	algorithm	NOUN
fis-3329	196	19	and	and	CCONJ
fis-3329	196	20	isogoemetric	isogoemetric	ADJ
fis-3329	196	21	analysis	analysis	NOUN
fis-3329	196	22	.	.	PUNCT
fis-3329	197	1	journal	journal	NOUN
fis-3329	197	2	of	of	ADP
fis-3329	197	3	sound	sound	NOUN
fis-3329	197	4	and	and	CCONJ
fis-3329	197	5	vibration	vibration	NOUN
fis-3329	197	6	,	,	PUNCT
fis-3329	197	7	448	448	NUM
fis-3329	197	8	,	,	PUNCT
fis-3329	197	9	pp	pp	ADJ
fis-3329	197	10	.	.	PUNCT
fis-3329	198	1	230	230	NUM
fis-3329	198	2	-	-	SYM
fis-3329	198	3	246	246	NUM
fis-3329	198	4	.	.	PUNCT
fis-3329	199	1	[	[	X
fis-3329	199	2	6	6	NUM
fis-3329	199	3	]	]	PUNCT
fis-3329	199	4	khatir	khatir	PROPN
fis-3329	199	5	,	,	PUNCT
fis-3329	199	6	s.	s.	PROPN
fis-3329	199	7	,	,	PUNCT
fis-3329	199	8	dekemele	dekemele	PROPN
fis-3329	199	9	,	,	PUNCT
fis-3329	199	10	k.	k.	PROPN
fis-3329	199	11	,	,	PUNCT
fis-3329	199	12	loccufier	loccufier	PROPN
fis-3329	199	13	,	,	PUNCT
fis-3329	199	14	m.	m.	NOUN
fis-3329	199	15	,	,	PUNCT
fis-3329	199	16	khatir	khatir	PROPN
fis-3329	199	17	,	,	PUNCT
fis-3329	199	18	t.	t.	PROPN
fis-3329	199	19	,	,	PUNCT
fis-3329	199	20	&	&	CCONJ
fis-3329	199	21	wahab	wahab	PROPN
fis-3329	199	22	,	,	PUNCT
fis-3329	199	23	m.	m.	NOUN
fis-3329	199	24	a.	a.	NOUN
fis-3329	199	25	(	(	PUNCT
fis-3329	199	26	2018	2018	NUM
fis-3329	199	27	)	)	PUNCT
fis-3329	199	28	.	.	PUNCT
fis-3329	200	1	crack	crack	VERB
fis-3329	200	2	identification	identification	NOUN
fis-3329	200	3	method	method	NOUN
fis-3329	200	4	in	in	ADP
fis-3329	200	5	beam	beam	NOUN
fis-3329	200	6	-	-	PUNCT
fis-3329	200	7	like	like	ADJ
fis-3329	200	8	structures	structure	NOUN
fis-3329	200	9	using	use	VERB
fis-3329	200	10	changes	change	NOUN
fis-3329	200	11	in	in	ADP
fis-3329	200	12	experimentally	experimentally	ADV
fis-3329	200	13	measured	measure	VERB
fis-3329	200	14	frequen	frequen	ADJ
fis-3329	200	15	-	-	PUNCT
fis-3329	200	16	cies	cie	NOUN
fis-3329	200	17	and	and	CCONJ
fis-3329	200	18	particle	particle	NOUN
fis-3329	200	19	swarm	swarm	NOUN
fis-3329	200	20	optimization	optimization	NOUN
fis-3329	200	21	.	.	PUNCT
fis-3329	201	1	comptes	compte	VERB
fis-3329	201	2	rendus	rendus	PROPN
fis-3329	201	3	mécanique	mécanique	PROPN
fis-3329	201	4	,	,	PUNCT
fis-3329	201	5	346(2	346(2	NUM
fis-3329	201	6	)	)	PUNCT
fis-3329	201	7	,	,	PUNCT
fis-3329	201	8	pp	pp	ADJ
fis-3329	201	9	.	.	PUNCT
fis-3329	202	1	110	110	NUM
fis-3329	202	2	-	-	SYM
fis-3329	202	3	120	120	NUM
fis-3329	202	4	.	.	PUNCT
fis-3329	203	1	[	[	X
fis-3329	203	2	7	7	NUM
fis-3329	203	3	]	]	X
fis-3329	203	4	worden	worden	NOUN
fis-3329	203	5	,	,	PUNCT
fis-3329	203	6	k.	k.	PROPN
fis-3329	203	7	(	(	PUNCT
fis-3329	203	8	2010	2010	NUM
fis-3329	203	9	)	)	PUNCT
fis-3329	203	10	.	.	PUNCT
fis-3329	204	1	structural	structural	ADJ
fis-3329	204	2	health	health	NOUN
fis-3329	204	3	monitoring	monitoring	NOUN
fis-3329	204	4	using	use	VERB
fis-3329	204	5	pattern	pattern	NOUN
fis-3329	204	6	recognition	recognition	NOUN
fis-3329	204	7	.	.	PUNCT
fis-3329	205	1	new	new	ADJ
fis-3329	205	2	trends	trend	NOUN
fis-3329	205	3	in	in	ADP
fis-3329	205	4	vibration	vibration	NOUN
fis-3329	205	5	based	base	VERB
fis-3329	205	6	structural	structural	ADJ
fis-3329	205	7	health	health	NOUN
fis-3329	205	8	monitoring	monitoring	NOUN
fis-3329	205	9	,	,	PUNCT
fis-3329	205	10	cism	cism	NOUN
fis-3329	205	11	courses	course	NOUN
fis-3329	205	12	and	and	CCONJ
fis-3329	205	13	lectures	lecture	NOUN
fis-3329	205	14	520	520	NUM
fis-3329	205	15	,	,	PUNCT
fis-3329	205	16	pp	pp	ADJ
fis-3329	205	17	.	.	PUNCT
fis-3329	206	1	183	183	NUM
fis-3329	206	2	-	-	SYM
fis-3329	206	3	246	246	NUM
fis-3329	206	4	.	.	PUNCT
fis-3329	207	1	[	[	X
fis-3329	207	2	8	8	NUM
fis-3329	207	3	]	]	X
fis-3329	207	4	finottia	finottia	PROPN
fis-3329	207	5	,	,	PUNCT
fis-3329	207	6	r.p	r.p	PROPN
fis-3329	207	7	.	.	PROPN
fis-3329	207	8	,	,	PUNCT
fis-3329	207	9	cury	cury	PROPN
fis-3329	207	10	,	,	PUNCT
fis-3329	207	11	a.	a.	NOUN
fis-3329	207	12	a.	a.	PROPN
fis-3329	207	13	,	,	PUNCT
fis-3329	207	14	barbosaa	barbosaa	PROPN
fis-3329	207	15	,	,	PUNCT
fis-3329	207	16	f.	f.	PROPN
fis-3329	207	17	s.	s.	PROPN
fis-3329	207	18	(	(	PUNCT
fis-3329	207	19	2019	2019	NUM
fis-3329	207	20	)	)	PUNCT
fis-3329	207	21	.	.	PUNCT
fis-3329	208	1	an	an	DET
fis-3329	208	2	shm	shm	NOUN
fis-3329	208	3	approach	approach	NOUN
fis-3329	208	4	using	use	VERB
fis-3329	208	5	machine	machine	NOUN
fis-3329	208	6	learning	learning	NOUN
fis-3329	208	7	and	and	CCONJ
fis-3329	208	8	statistical	statistical	ADJ
fis-3329	208	9	indicators	indicator	NOUN
fis-3329	208	10	extracted	extract	VERB
fis-3329	208	11	from	from	ADP
fis-3329	208	12	raw	raw	ADJ
fis-3329	208	13	dynamic	dynamic	ADJ
fis-3329	208	14	measurements	measurement	NOUN
fis-3329	208	15	.	.	PUNCT
fis-3329	209	1	in	in	ADP
fis-3329	209	2	:	:	PUNCT
fis-3329	209	3	latin	latin	ADJ
fis-3329	209	4	american	american	PROPN
fis-3329	209	5	journal	journal	PROPN
fis-3329	209	6	of	of	ADP
fis-3329	209	7	solids	solid	NOUN
fis-3329	209	8	and	and	CCONJ
fis-3329	209	9	structures	structure	NOUN
fis-3329	209	10	16	16	NUM
fis-3329	209	11	(	(	PUNCT
fis-3329	209	12	2	2	NUM
fis-3329	209	13	)	)	PUNCT
fis-3329	209	14	,	,	PUNCT
fis-3329	209	15	pp	pp	ADJ
fis-3329	209	16	.	.	PUNCT
fis-3329	210	1	1	1	NUM
fis-3329	210	2	-	-	SYM
fis-3329	210	3	17	17	NUM
fis-3329	210	4	.	.	PUNCT
fis-3329	211	1	[	[	X
fis-3329	211	2	9	9	NUM
fis-3329	211	3	]	]	X
fis-3329	211	4	tran	tran	PROPN
fis-3329	211	5	-	-	PUNCT
fis-3329	211	6	ngoc	ngoc	PROPN
fis-3329	211	7	,	,	PUNCT
fis-3329	211	8	h.	h.	PROPN
fis-3329	211	9	,	,	PUNCT
fis-3329	211	10	khatir	khatir	PROPN
fis-3329	211	11	,	,	PUNCT
fis-3329	211	12	s.	s.	PROPN
fis-3329	211	13	,	,	PUNCT
fis-3329	211	14	le	le	PROPN
fis-3329	211	15	-	-	PROPN
fis-3329	211	16	xuan	xuan	PROPN
fis-3329	211	17	,	,	PUNCT
fis-3329	211	18	t.	t.	PROPN
fis-3329	211	19	,	,	PUNCT
fis-3329	211	20	de	de	X
fis-3329	211	21	roeck	roeck	PROPN
fis-3329	211	22	,	,	PUNCT
fis-3329	211	23	g.	g.	PROPN
fis-3329	211	24	,	,	PUNCT
fis-3329	211	25	bui	bui	NOUN
fis-3329	211	26	-	-	PUNCT
fis-3329	211	27	tien	tien	NOUN
fis-3329	211	28	,	,	PUNCT
fis-3329	211	29	t.	t.	PROPN
fis-3329	211	30	and	and	CCONJ
fis-3329	211	31	wahab	wahab	PROPN
fis-3329	211	32	,	,	PUNCT
fis-3329	211	33	m.a	m.a	PROPN
fis-3329	211	34	.	.	PROPN
fis-3329	211	35	,	,	PUNCT
fis-3329	211	36	(	(	PUNCT
fis-3329	211	37	2020	2020	NUM
fis-3329	211	38	)	)	PUNCT
fis-3329	211	39	.	.	PUNCT
fis-3329	212	1	a	a	DET
fis-3329	212	2	novel	novel	ADJ
fis-3329	212	3	machine	machine	NOUN
fis-3329	212	4	-	-	PUNCT
fis-3329	212	5	learning	learning	NOUN
fis-3329	212	6	based	base	VERB
fis-3329	212	7	on	on	ADP
fis-3329	212	8	the	the	DET
fis-3329	212	9	global	global	ADJ
fis-3329	212	10	search	search	NOUN
fis-3329	212	11	techniques	technique	NOUN
fis-3329	212	12	using	use	VERB
fis-3329	212	13	vectorized	vectorize	VERB
fis-3329	212	14	data	datum	NOUN
fis-3329	212	15	for	for	ADP
fis-3329	212	16	damage	damage	NOUN
fis-3329	212	17	detection	detection	NOUN
fis-3329	212	18	in	in	ADP
fis-3329	212	19	structures	structure	NOUN
fis-3329	212	20	.	.	PUNCT
fis-3329	213	1	international	international	ADJ
fis-3329	213	2	journal	journal	NOUN
fis-3329	213	3	of	of	ADP
fis-3329	213	4	engineering	engineering	NOUN
fis-3329	213	5	science	science	NOUN
fis-3329	213	6	,	,	PUNCT
fis-3329	213	7	157	157	NUM
fis-3329	213	8	,	,	PUNCT
fis-3329	213	9	p.103376	p.103376	PROPN
fis-3329	213	10	.	.	PUNCT
fis-3329	214	1	[	[	X
fis-3329	214	2	10	10	NUM
fis-3329	214	3	]	]	X
fis-3329	214	4	gui	gui	NOUN
fis-3329	214	5	,	,	PUNCT
fis-3329	214	6	g.	g.	PROPN
fis-3329	214	7	,	,	PUNCT
fis-3329	214	8	pan	pan	PROPN
fis-3329	214	9	,	,	PUNCT
fis-3329	214	10	h.	h.	PROPN
fis-3329	214	11	,	,	PUNCT
fis-3329	214	12	lin	lin	PROPN
fis-3329	214	13	,	,	PUNCT
fis-3329	214	14	z.	z.	PROPN
fis-3329	214	15	,	,	PUNCT
fis-3329	214	16	li	li	PROPN
fis-3329	214	17	,	,	PUNCT
fis-3329	214	18	y.	y.	PROPN
fis-3329	214	19	,	,	PUNCT
fis-3329	214	20	yuan	yuan	PROPN
fis-3329	214	21	,	,	PUNCT
fis-3329	214	22	z.	z.	PROPN
fis-3329	214	23	(	(	PUNCT
fis-3329	214	24	2016	2016	NUM
fis-3329	214	25	)	)	PUNCT
fis-3329	214	26	.	.	PUNCT
fis-3329	215	1	data	data	NOUN
fis-3329	215	2	-	-	PUNCT
fis-3329	215	3	driven	drive	VERB
fis-3329	215	4	support	support	NOUN
fis-3329	215	5	vector	vector	NOUN
fis-3329	215	6	machine	machine	NOUN
fis-3329	215	7	with	with	ADP
fis-3329	215	8	optimization	optimization	NOUN
fis-3329	215	9	techniques	technique	NOUN
fis-3329	215	10	for	for	ADP
fis-3329	215	11	structural	structural	ADJ
fis-3329	215	12	health	health	NOUN
fis-3329	215	13	monitoring	monitoring	NOUN
fis-3329	215	14	and	and	CCONJ
fis-3329	215	15	damage	damage	NOUN
fis-3329	215	16	detection	detection	NOUN
fis-3329	215	17	.	.	PUNCT
fis-3329	216	1	in	in	ADP
fis-3329	216	2	:	:	PUNCT
fis-3329	216	3	ksce	ksce	PROPN
fis-3329	216	4	j.	j.	PROPN
fis-3329	216	5	civil	civil	PROPN
fis-3329	216	6	eng	eng	PROPN
fis-3329	216	7	.	.	PROPN
fis-3329	216	8	21(2	21(2	PROPN
fis-3329	216	9	)	)	PUNCT
fis-3329	216	10	,	,	PUNCT
fis-3329	216	11	pp	pp	ADP
fis-3329	216	12	.	.	PUNCT
fis-3329	217	1	523–534	523–534	NUM
fis-3329	217	2	.	.	PUNCT
fis-3329	218	1	[	[	X
fis-3329	218	2	11	11	NUM
fis-3329	218	3	]	]	X
fis-3329	218	4	noori	noori	PROPN
fis-3329	218	5	,	,	PUNCT
fis-3329	218	6	m.	m.	NOUN
fis-3329	218	7	,	,	PUNCT
fis-3329	218	8	cao	cao	PROPN
fis-3329	218	9	,	,	PUNCT
fis-3329	218	10	y.	y.	PROPN
fis-3329	218	11	,	,	PUNCT
fis-3329	218	12	hou	hou	PROPN
fis-3329	218	13	,	,	PUNCT
fis-3329	218	14	z.	z.	PROPN
fis-3329	218	15	,	,	PUNCT
fis-3329	218	16	sharma	sharma	PROPN
fis-3329	218	17	,	,	PUNCT
fis-3329	218	18	s.	s.	PROPN
fis-3329	218	19	(	(	PUNCT
fis-3329	218	20	2010	2010	NUM
fis-3329	218	21	)	)	PUNCT
fis-3329	218	22	.	.	PUNCT
fis-3329	219	1	application	application	NOUN
fis-3329	219	2	of	of	ADP
fis-3329	219	3	support	support	NOUN
fis-3329	219	4	vector	vector	NOUN
fis-3329	219	5	machine	machine	NOUN
fis-3329	219	6	for	for	ADP
fis-3329	219	7	reliability	reliability	NOUN
fis-3329	219	8	assessment	assessment	NOUN
fis-3329	219	9	and	and	CCONJ
fis-3329	219	10	structural	structural	ADJ
fis-3329	219	11	health	health	NOUN
fis-3329	219	12	monitoring	monitoring	NOUN
fis-3329	219	13	.	.	PUNCT
fis-3329	220	1	in	in	ADP
fis-3329	220	2	:	:	PUNCT
fis-3329	220	3	int	int	NOUN
fis-3329	220	4	j	j	PROPN
fis-3329	220	5	eng	eng	PROPN
fis-3329	220	6	under	under	ADP
fis-3329	220	7	uncertain	uncertain	ADJ
fis-3329	220	8	:	:	PUNCT
fis-3329	220	9	hazard	hazard	NOUN
fis-3329	220	10	assess	assess	VERB
fis-3329	220	11	mitig	mitig	NOUN
fis-3329	220	12	2	2	NUM
fis-3329	220	13	,	,	PUNCT
fis-3329	220	14	pp	pp	ADJ
fis-3329	220	15	.	.	PUNCT
fis-3329	221	1	89–98	89–98	NUM
fis-3329	221	2	.	.	PUNCT
fis-3329	222	1	[	[	X
fis-3329	222	2	12	12	NUM
fis-3329	222	3	]	]	X
fis-3329	222	4	tran	tran	PROPN
fis-3329	222	5	-	-	PUNCT
fis-3329	222	6	ngoc	ngoc	PROPN
fis-3329	222	7	,	,	PUNCT
fis-3329	222	8	h.	h.	PROPN
fis-3329	222	9	,	,	PUNCT
fis-3329	222	10	khatir	khatir	PROPN
fis-3329	222	11	,	,	PUNCT
fis-3329	222	12	s.	s.	PROPN
fis-3329	222	13	,	,	PUNCT
fis-3329	222	14	ho	ho	ADJ
fis-3329	222	15	-	-	PUNCT
fis-3329	222	16	khac	khac	NOUN
fis-3329	222	17	,	,	PUNCT
fis-3329	222	18	h.	h.	PROPN
fis-3329	222	19	,	,	PUNCT
fis-3329	222	20	de	de	PROPN
fis-3329	222	21	roeck	roeck	PROPN
fis-3329	222	22	,	,	PUNCT
fis-3329	222	23	g.	g.	PROPN
fis-3329	222	24	,	,	PUNCT
fis-3329	222	25	bui	bui	NOUN
fis-3329	222	26	-	-	PUNCT
fis-3329	222	27	tien	tien	NOUN
fis-3329	222	28	,	,	PUNCT
fis-3329	222	29	t.	t.	PROPN
fis-3329	222	30	and	and	CCONJ
fis-3329	222	31	wahab	wahab	PROPN
fis-3329	222	32	,	,	PUNCT
fis-3329	222	33	m.a	m.a	PROPN
fis-3329	222	34	.	.	PROPN
fis-3329	222	35	,	,	PUNCT
fis-3329	222	36	(	(	PUNCT
fis-3329	222	37	2021	2021	NUM
fis-3329	222	38	)	)	PUNCT
fis-3329	222	39	.	.	PUNCT
fis-3329	223	1	efficient	efficient	ADJ
fis-3329	223	2	artificial	artificial	ADJ
fis-3329	223	3	neural	neural	ADJ
fis-3329	223	4	networks	network	NOUN
fis-3329	223	5	based	base	VERB
fis-3329	223	6	on	on	ADP
fis-3329	223	7	a	a	DET
fis-3329	223	8	hybrid	hybrid	ADJ
fis-3329	223	9	metaheuristic	metaheuristic	ADJ
fis-3329	223	10	optimization	optimization	NOUN
fis-3329	223	11	algorithm	algorithm	NOUN
fis-3329	223	12	for	for	ADP
fis-3329	223	13	damage	damage	NOUN
fis-3329	223	14	detection	detection	NOUN
fis-3329	223	15	in	in	ADP
fis-3329	223	16	laminated	laminated	ADJ
fis-3329	223	17	composite	composite	ADJ
fis-3329	223	18	structures	structure	NOUN
fis-3329	223	19	.	.	PUNCT
fis-3329	224	1	composite	composite	ADJ
fis-3329	224	2	structures	structure	NOUN
fis-3329	224	3	,	,	PUNCT
fis-3329	224	4	262	262	NUM
fis-3329	224	5	,	,	PUNCT
fis-3329	224	6	p.113339	p.113339	PROPN
fis-3329	224	7	.	.	PUNCT
fis-3329	225	1	[	[	X
fis-3329	225	2	13	13	NUM
fis-3329	225	3	]	]	SYM
fis-3329	225	4	tran	tran	PROPN
fis-3329	225	5	,	,	PUNCT
fis-3329	225	6	h.	h.	PROPN
fis-3329	225	7	,	,	PUNCT
fis-3329	225	8	khatir	khatir	PROPN
fis-3329	225	9	,	,	PUNCT
fis-3329	225	10	s.	s.	PROPN
fis-3329	225	11	,	,	PUNCT
fis-3329	225	12	de	de	PROPN
fis-3329	225	13	roeck	roeck	PROPN
fis-3329	225	14	,	,	PUNCT
fis-3329	225	15	g.	g.	PROPN
fis-3329	225	16	,	,	PUNCT
fis-3329	225	17	nguyen	nguyen	PROPN
fis-3329	225	18	,	,	PUNCT
fis-3329	225	19	l.	l.	PROPN
fis-3329	225	20	,	,	PUNCT
fis-3329	225	21	bui	bui	PROPN
fis-3329	225	22	,	,	PUNCT
fis-3329	225	23	t.t	t.t	PROPN
fis-3329	225	24	.	.	PROPN
fis-3329	225	25	and	and	CCONJ
fis-3329	225	26	abdel	abdel	PROPN
fis-3329	225	27	wahab	wahab	PROPN
fis-3329	225	28	,	,	PUNCT
fis-3329	225	29	m.	m.	NOUN
fis-3329	225	30	,	,	PUNCT
fis-3329	225	31	(	(	PUNCT
fis-3329	225	32	2020	2020	NUM
fis-3329	225	33	)	)	PUNCT
fis-3329	225	34	.	.	PUNCT
fis-3329	226	1	an	an	DET
fis-3329	226	2	efficient	efficient	ADJ
fis-3329	226	3	approach	approach	NOUN
fis-3329	226	4	for	for	ADP
fis-3329	226	5	model	model	NOUN
fis-3329	226	6	updating	updating	NOUN
fis-3329	226	7	of	of	ADP
fis-3329	226	8	a	a	DET
fis-3329	226	9	large	large	ADJ
fis-3329	226	10	-	-	PUNCT
fis-3329	226	11	scale	scale	NOUN
fis-3329	226	12	cable	cable	NOUN
fis-3329	226	13	-	-	PUNCT
fis-3329	226	14	stayed	stay	VERB
fis-3329	226	15	bridge	bridge	NOUN
fis-3329	226	16	using	use	VERB
fis-3329	226	17	ambient	ambient	ADJ
fis-3329	226	18	vibration	vibration	NOUN
fis-3329	226	19	measurements	measurement	NOUN
fis-3329	226	20	combined	combine	VERB
fis-3329	226	21	with	with	ADP
fis-3329	226	22	a	a	DET
fis-3329	226	23	hybrid	hybrid	ADJ
fis-3329	226	24	metaheuristic	metaheuristic	ADJ
fis-3329	226	25	search	search	NOUN
fis-3329	226	26	algorithm	algorithm	NOUN
fis-3329	226	27	.	.	PUNCT
fis-3329	227	1	smart	smart	ADJ
fis-3329	227	2	structures	structure	NOUN
fis-3329	227	3	and	and	CCONJ
fis-3329	227	4	systems	system	NOUN
fis-3329	227	5	,	,	PUNCT
fis-3329	227	6	25(4	25(4	NOUN
fis-3329	227	7	)	)	PUNCT
fis-3329	227	8	,	,	PUNCT
fis-3329	227	9	pp.487	pp.487	PROPN
fis-3329	227	10	-	-	SYM
fis-3329	227	11	499	499	NUM
fis-3329	227	12	.	.	PUNCT
fis-3329	228	1	[	[	X
fis-3329	228	2	14	14	NUM
fis-3329	228	3	]	]	X
fis-3329	228	4	silva	silva	PROPN
fis-3329	228	5	,	,	PUNCT
fis-3329	228	6	d.	d.	PROPN
fis-3329	228	7	,	,	PUNCT
fis-3329	228	8	paixão	paixão	PROPN
fis-3329	228	9	,	,	PUNCT
fis-3329	228	10	j.a.s	j.a.s	PROPN
fis-3329	228	11	.	.	PUNCT
fis-3329	228	12	(	(	PUNCT
fis-3329	228	13	2019	2019	NUM
fis-3329	228	14	)	)	PUNCT
fis-3329	228	15	.	.	PUNCT
fis-3329	229	1	extrapolation	extrapolation	NOUN
fis-3329	229	2	of	of	ADP
fis-3329	229	3	autoregressive	autoregressive	ADJ
fis-3329	229	4	models	model	NOUN
fis-3329	229	5	for	for	ADP
fis-3329	229	6	structural	structural	ADJ
fis-3329	229	7	health	health	NOUN
fis-3329	229	8	monitoring	monitoring	NOUN
fis-3329	229	9	.	.	PUNCT
fis-3329	230	1	in	in	ADP
fis-3329	230	2	:	:	PUNCT
fis-3329	230	3	composite	composite	ADJ
fis-3329	230	4	structures	structure	NOUN
fis-3329	230	5	.	.	PUNCT
fis-3329	231	1	[	[	X
fis-3329	231	2	15	15	NUM
fis-3329	231	3	]	]	X
fis-3329	231	4	ghiasi	ghiasi	NOUN
fis-3329	231	5	,	,	PUNCT
fis-3329	231	6	r.	r.	PROPN
fis-3329	231	7	,	,	PUNCT
fis-3329	231	8	torkzadeh	torkzadeh	PROPN
fis-3329	231	9	,	,	PUNCT
fis-3329	231	10	p.	p.	PROPN
fis-3329	231	11	,	,	PUNCT
fis-3329	231	12	noori	noori	PROPN
fis-3329	231	13	,	,	PUNCT
fis-3329	231	14	m.(2016	m.(2016	PROPN
fis-3329	231	15	)	)	PUNCT
fis-3329	231	16	.	.	PUNCT
fis-3329	232	1	a	a	DET
fis-3329	232	2	machine	machine	NOUN
fis-3329	232	3	-	-	PUNCT
fis-3329	232	4	learning	learn	VERB
fis-3329	232	5	approach	approach	NOUN
fis-3329	232	6	for	for	ADP
fis-3329	232	7	structural	structural	ADJ
fis-3329	232	8	damage	damage	NOUN
fis-3329	232	9	detection	detection	NOUN
fis-3329	232	10	using	use	VERB
fis-3329	232	11	least	least	ADJ
fis-3329	232	12	quare	quare	VERB
fis-3329	232	13	support	support	NOUN
fis-3329	232	14	vector	vector	NOUN
fis-3329	232	15	machine	machine	NOUN
fis-3329	232	16	based	base	VERB
fis-3329	232	17	on	on	ADP
fis-3329	232	18	a	a	DET
fis-3329	232	19	new	new	ADJ
fis-3329	232	20	combinational	combinational	ADJ
fis-3329	232	21	kernel	kernel	NOUN
fis-3329	232	22	function	function	NOUN
fis-3329	232	23	.	.	PUNCT
fis-3329	233	1	in	in	ADP
fis-3329	233	2	:	:	PUNCT
fis-3329	233	3	structural	structural	ADJ
fis-3329	233	4	health	health	NOUN
fis-3329	233	5	monitoring	monitoring	NOUN
fis-3329	233	6	,	,	PUNCT
fis-3329	233	7	pp	pp	ADJ
fis-3329	233	8	.	.	PUNCT
fis-3329	233	9	115	115	NUM
fis-3329	233	10	.	.	PUNCT
fis-3329	234	1	[	[	X
fis-3329	234	2	16	16	NUM
fis-3329	234	3	]	]	X
fis-3329	234	4	khatir	khatir	PROPN
fis-3329	234	5	,	,	PUNCT
fis-3329	234	6	s.	s.	PROPN
fis-3329	234	7	,	,	PUNCT
fis-3329	234	8	khatir	khatir	PROPN
fis-3329	234	9	,	,	PUNCT
fis-3329	234	10	t.	t.	PROPN
fis-3329	234	11	,	,	PUNCT
fis-3329	234	12	boutchicha	boutchicha	PROPN
fis-3329	234	13	,	,	PUNCT
fis-3329	234	14	d.	d.	PROPN
fis-3329	234	15	,	,	PUNCT
fis-3329	234	16	thanh	thanh	PROPN
fis-3329	234	17	,	,	PUNCT
fis-3329	234	18	c.l	c.l	PROPN
fis-3329	234	19	.	.	PROPN
fis-3329	234	20	,	,	PUNCT
fis-3329	234	21	ngoc	ngoc	PROPN
fis-3329	234	22	,	,	PUNCT
fis-3329	234	23	h.t	h.t	PROPN
fis-3329	234	24	.	.	PROPN
fis-3329	234	25	,	,	PUNCT
fis-3329	234	26	bui	bui	PROPN
fis-3329	234	27	,	,	PUNCT
fis-3329	234	28	t.q	t.q	PROPN
fis-3329	234	29	.	.	PROPN
fis-3329	234	30	,	,	PUNCT
fis-3329	234	31	capozucca	capozucca	PROPN
fis-3329	234	32	,	,	PUNCT
fis-3329	234	33	r.	r.	PROPN
fis-3329	234	34	,	,	PUNCT
fis-3329	234	35	wahab	wahab	PROPN
fis-3329	234	36	,	,	PUNCT
fis-3329	234	37	m.	m.	NOUN
fis-3329	234	38	a.	a.	NOUN
fis-3329	234	39	(	(	PUNCT
fis-3329	234	40	2020	2020	NUM
fis-3329	234	41	)	)	PUNCT
fis-3329	234	42	.	.	PUNCT
fis-3329	235	1	an	an	DET
fis-3329	235	2	efficient	efficient	ADJ
fis-3329	235	3	hybrid	hybrid	ADJ
fis-3329	235	4	tlbo	tlbo	PROPN
fis-3329	235	5	-	-	PROPN
fis-3329	235	6	pso	pso	NOUN
fis-3329	235	7	-	-	PUNCT
fis-3329	235	8	ann	ann	PROPN
fis-3329	235	9	for	for	ADP
fis-3329	235	10	fast	fast	ADJ
fis-3329	235	11	damage	damage	NOUN
fis-3329	235	12	identification	identification	NOUN
fis-3329	235	13	in	in	ADP
fis-3329	235	14	steel	steel	NOUN
fis-3329	235	15	beam	beam	NOUN
fis-3329	235	16	structures	structure	NOUN
fis-3329	235	17	using	use	VERB
fis-3329	235	18	iga	iga	PROPN
fis-3329	235	19	.	.	PUNCT
fis-3329	236	1	smart	smart	ADJ
fis-3329	236	2	structures	structure	NOUN
fis-3329	236	3	and	and	CCONJ
fis-3329	236	4	systems	system	NOUN
fis-3329	236	5	,	,	PUNCT
fis-3329	236	6	25(5	25(5	NUM
fis-3329	236	7	)	)	PUNCT
fis-3329	236	8	,	,	PUNCT
fis-3329	236	9	pp	pp	PROPN
fis-3329	236	10	.	.	PUNCT
fis-3329	237	1	605	605	NUM
fis-3329	237	2	-	-	SYM
fis-3329	237	3	617	617	NUM
fis-3329	237	4	.	.	PUNCT
fis-3329	238	1	[	[	X
fis-3329	238	2	17	17	NUM
fis-3329	238	3	]	]	X
fis-3329	238	4	khatir	khatir	PROPN
fis-3329	238	5	,	,	PUNCT
fis-3329	238	6	s.	s.	PROPN
fis-3329	238	7	,	,	PUNCT
fis-3329	238	8	boutchicha	boutchicha	PROPN
fis-3329	238	9	,	,	PUNCT
fis-3329	238	10	d.	d.	PROPN
fis-3329	238	11	,	,	PUNCT
fis-3329	238	12	thanh	thanh	PROPN
fis-3329	238	13	,	,	PUNCT
fis-3329	238	14	c.l	c.l	PROPN
fis-3329	238	15	.	.	PROPN
fis-3329	238	16	,	,	PUNCT
fis-3329	238	17	ngoc	ngoc	PROPN
fis-3329	238	18	,	,	PUNCT
fis-3329	238	19	h.t	h.t	PROPN
fis-3329	238	20	.	.	PROPN
fis-3329	238	21	,	,	PUNCT
fis-3329	238	22	nguyen	nguyen	PROPN
fis-3329	238	23	,	,	PUNCT
fis-3329	238	24	t.n	t.n	PROPN
fis-3329	238	25	.	.	PROPN
fis-3329	238	26	,	,	PUNCT
fis-3329	238	27	wahab	wahab	PROPN
fis-3329	238	28	,	,	PUNCT
fis-3329	238	29	m.	m.	NOUN
fis-3329	238	30	a.	a.	NOUN
fis-3329	238	31	(	(	PUNCT
fis-3329	238	32	2020	2020	NUM
fis-3329	238	33	)	)	PUNCT
fis-3329	238	34	.	.	PUNCT
fis-3329	239	1	improved	improve	VERB
fis-3329	239	2	ann	ann	PROPN
fis-3329	239	3	technique	technique	NOUN
fis-3329	239	4	combined	combine	VERB
fis-3329	239	5	with	with	ADP
fis-3329	239	6	jaya	jaya	PROPN
fis-3329	239	7	algorithm	algorithm	NOUN
fis-3329	239	8	for	for	ADP
fis-3329	239	9	crack	crack	NOUN
fis-3329	239	10	identification	identification	NOUN
fis-3329	239	11	in	in	ADP
fis-3329	239	12	plates	plate	NOUN
fis-3329	239	13	using	use	VERB
fis-3329	239	14	xiga	xiga	ADJ
fis-3329	239	15	and	and	CCONJ
fis-3329	239	16	experimental	experimental	ADJ
fis-3329	239	17	analysis	analysis	NOUN
fis-3329	239	18	.	.	PUNCT
fis-3329	240	1	theoretical	theoretical	ADJ
fis-3329	240	2	and	and	CCONJ
fis-3329	240	3	applied	apply	VERB
fis-3329	240	4	fracture	fracture	NOUN
fis-3329	240	5	mechanics	mechanic	NOUN
fis-3329	240	6	.	.	PUNCT
fis-3329	241	1	[	[	X
fis-3329	241	2	18	18	NUM
fis-3329	241	3	]	]	X
fis-3329	241	4	tabian	tabian	PROPN
fis-3329	241	5	,	,	PUNCT
fis-3329	241	6	i.	i.	PROPN
fis-3329	241	7	,	,	PUNCT
fis-3329	241	8	fu	fu	PROPN
fis-3329	241	9	,	,	PUNCT
fis-3329	241	10	h.	h.	PROPN
fis-3329	241	11	,	,	PUNCT
fis-3329	241	12	and	and	CCONJ
fis-3329	241	13	khodaei	khodaei	PROPN
fis-3329	241	14	,	,	PUNCT
fis-3329	241	15	z.s	z.s	PROPN
fis-3329	241	16	.	.	PROPN
fis-3329	241	17	(	(	PUNCT
fis-3329	241	18	2019	2019	NUM
fis-3329	241	19	)	)	PUNCT
fis-3329	241	20	.	.	PUNCT
fis-3329	242	1	a	a	DET
fis-3329	242	2	convolutional	convolutional	ADJ
fis-3329	242	3	neural	neural	ADJ
fis-3329	242	4	network	network	NOUN
fis-3329	242	5	for	for	ADP
fis-3329	242	6	impact	impact	NOUN
fis-3329	242	7	detection	detection	NOUN
fis-3329	242	8	and	and	CCONJ
fis-3329	242	9	characterization	characterization	NOUN
fis-3329	242	10	of	of	ADP
fis-3329	242	11	complex	complex	ADJ
fis-3329	242	12	composite	composite	ADJ
fis-3329	242	13	structures	structure	NOUN
fis-3329	242	14	,	,	PUNCT
fis-3329	242	15	sensors	sensor	NOUN
fis-3329	242	16	,	,	PUNCT
fis-3329	242	17	9	9	NUM
fis-3329	242	18	(	(	PUNCT
fis-3329	242	19	22	22	NUM
fis-3329	242	20	)	)	PUNCT
fis-3329	242	21	.	.	PUNCT
fis-3329	243	1	pp	pp	ADJ
fis-3329	243	2	.	.	PUNCT
fis-3329	244	1	1	1	NUM
fis-3329	244	2	-	-	SYM
fis-3329	244	3	25	25	NUM
fis-3329	244	4	.	.	PUNCT
fis-3329	245	1	[	[	X
fis-3329	245	2	19	19	NUM
fis-3329	245	3	]	]	SYM
fis-3329	245	4	tang	tang	PROPN
fis-3329	245	5	,	,	PUNCT
fis-3329	245	6	z.	z.	PROPN
fis-3329	245	7	,	,	PUNCT
fis-3329	245	8	chen	chen	PROPN
fis-3329	245	9	,	,	PUNCT
fis-3329	245	10	z.	z.	PROPN
fis-3329	245	11	,	,	PUNCT
fis-3329	245	12	bao	bao	PROPN
fis-3329	245	13	,	,	PUNCT
fis-3329	245	14	y.	y.	PROPN
fis-3329	245	15	,	,	PUNCT
fis-3329	245	16	li	li	PROPN
fis-3329	245	17	,	,	PUNCT
fis-3329	245	18	h.	h.	PROPN
fis-3329	245	19	(	(	PUNCT
fis-3329	245	20	2019	2019	NUM
fis-3329	245	21	)	)	PUNCT
fis-3329	245	22	.	.	PUNCT
fis-3329	246	1	convolutional	convolutional	ADJ
fis-3329	246	2	neural	neural	ADJ
fis-3329	246	3	network	network	NOUN
fis-3329	246	4	-	-	PUNCT
fis-3329	246	5	based	base	VERB
fis-3329	246	6	data	datum	NOUN
fis-3329	246	7	anomaly	anomaly	NOUN
fis-3329	246	8	detection	detection	NOUN
fis-3329	246	9	method	method	NOUN
fis-3329	246	10	using	use	VERB
fis-3329	246	11	multiple	multiple	ADJ
fis-3329	246	12	information	information	NOUN
fis-3329	246	13	for	for	ADP
fis-3329	246	14	structural	structural	ADJ
fis-3329	246	15	health	health	NOUN
fis-3329	246	16	monitoring	monitoring	NOUN
fis-3329	246	17	.	.	PUNCT
fis-3329	247	1	in	in	ADP
fis-3329	247	2	:	:	PUNCT
fis-3329	247	3	structural	structural	ADJ
fis-3329	247	4	control	control	NOUN
fis-3329	247	5	health	health	NOUN
fis-3329	247	6	monitoring	monitoring	NOUN
fis-3329	247	7	,	,	PUNCT
fis-3329	247	8	26(1	26(1	NUM
fis-3329	247	9	)	)	PUNCT
fis-3329	247	10	.	.	PUNCT
fis-3329	248	1	[	[	X
fis-3329	248	2	20	20	NUM
fis-3329	248	3	]	]	SYM
fis-3329	248	4	lecun	lecun	ADJ
fis-3329	248	5	,	,	PUNCT
fis-3329	248	6	a.	a.	NOUN
fis-3329	248	7	,	,	PUNCT
fis-3329	248	8	boser	boser	NOUN
fis-3329	248	9	,	,	PUNCT
fis-3329	248	10	y.	y.	PROPN
fis-3329	248	11	,	,	PUNCT
fis-3329	248	12	denker	denker	PROPN
fis-3329	248	13	,	,	PUNCT
fis-3329	248	14	b.e	b.e	PROPN
fis-3329	248	15	.	.	PROPN
fis-3329	248	16	,	,	PUNCT
fis-3329	248	17	henderson	henderson	PROPN
fis-3329	248	18	,	,	PUNCT
fis-3329	248	19	j.s	j.s	PROPN
fis-3329	248	20	.	.	PROPN
fis-3329	248	21	,	,	PUNCT
fis-3329	248	22	howard	howard	PROPN
fis-3329	248	23	,	,	PUNCT
fis-3329	248	24	d.	d.	PROPN
fis-3329	248	25	,	,	PUNCT
fis-3329	248	26	hubbard	hubbard	PROPN
fis-3329	248	27	,	,	PUNCT
fis-3329	248	28	r.e	r.e	PROPN
fis-3329	248	29	.	.	PROPN
fis-3329	248	30	,	,	PUNCT
fis-3329	248	31	jackel	jackel	PROPN
fis-3329	248	32	,	,	PUNCT
fis-3329	248	33	w.e	w.e	PROPN
fis-3329	248	34	.	.	PROPN
fis-3329	248	35	,	,	PUNCT
fis-3329	248	36	(	(	PUNCT
fis-3329	248	37	1990	1990	NUM
fis-3329	248	38	)	)	PUNCT
fis-3329	248	39	handwritten	handwritten	ADJ
fis-3329	248	40	digit	digit	NOUN
fis-3329	248	41	recognition	recognition	NOUN
fis-3329	248	42	with	with	ADP
fis-3329	248	43	a	a	DET
fis-3329	248	44	back	back	ADJ
fis-3329	248	45	-	-	PUNCT
fis-3329	248	46	propagation	propagation	NOUN
fis-3329	248	47	network	network	NOUN
fis-3329	248	48	.	.	PUNCT
fis-3329	249	1	in	in	ADP
fis-3329	249	2	:	:	PUNCT
fis-3329	249	3	advances	advance	NOUN
fis-3329	249	4	in	in	ADP
fis-3329	249	5	neural	neural	ADJ
fis-3329	249	6	information	information	NOUN
fis-3329	249	7	processing	processing	NOUN
fis-3329	249	8	systems	system	NOUN
fis-3329	249	9	;	;	PUNCT
fis-3329	249	10	mit	mit	PROPN
fis-3329	249	11	press	press	NOUN
fis-3329	249	12	:	:	PUNCT
fis-3329	249	13	cambridge	cambridge	PROPN
fis-3329	249	14	,	,	PUNCT
fis-3329	249	15	ma	ma	PROPN
fis-3329	249	16	,	,	PUNCT
fis-3329	249	17	usa	usa	PROPN
fis-3329	249	18	,	,	PUNCT
fis-3329	249	19	pp	pp	X
fis-3329	249	20	.	.	PUNCT
fis-3329	250	1	396–404	396–404	NUM
fis-3329	250	2	.	.	PUNCT
fis-3329	251	1	d.	d.	PROPN
fis-3329	251	2	bui	bui	PROPN
fis-3329	251	3	-	-	PUNCT
fis-3329	251	4	ngoc	ngoc	PROPN
fis-3329	251	5	et	et	PROPN
fis-3329	251	6	alii	alii	PROPN
fis-3329	251	7	,	,	PUNCT
fis-3329	251	8	frattura	frattura	PROPN
fis-3329	251	9	ed	ed	PROPN
fis-3329	251	10	integrità	integrità	PROPN
fis-3329	251	11	strutturale	strutturale	PROPN
fis-3329	251	12	,	,	PUNCT
fis-3329	251	13	59	59	NUM
fis-3329	251	14	(	(	PUNCT
fis-3329	251	15	2022	2022	NUM
fis-3329	251	16	)	)	PUNCT
fis-3329	251	17	461	461	NUM
fis-3329	251	18	-	-	SYM
fis-3329	251	19	470	470	NUM
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fis-3329	252	3	]	]	SYM
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fis-3329	252	20	,	,	PUNCT
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fis-3329	254	18	)	)	PUNCT
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fis-3329	254	23	-	-	SYM
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fis-3329	254	25	.	.	PUNCT
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fis-3329	255	17	)	)	PUNCT
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fis-3329	256	7	.	.	PUNCT
fis-3329	257	1	in	in	ADP
fis-3329	257	2	:	:	PUNCT
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fis-3329	257	4	in	in	ADP
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fis-3329	257	6	information	information	NOUN
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fis-3329	257	8	systems	system	NOUN
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fis-3329	257	10	,	,	PUNCT
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fis-3329	258	2	.	.	PUNCT
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fis-3329	259	3	]	]	X
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fis-3329	259	7	,	,	PUNCT
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fis-3329	259	9	,	,	PUNCT
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fis-3329	259	17	)	)	PUNCT
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fis-3329	260	2	-	-	PUNCT
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fis-3329	261	2	:	:	PUNCT
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fis-3329	264	13	,	,	PUNCT
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fis-3329	264	20	,	,	PUNCT
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fis-3329	265	2	-	-	SYM
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fis-3329	266	24	.	.	PUNCT
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fis-3329	273	2	-	-	SYM
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fis-3329	285	2	.	.	PUNCT
fis-3329	286	1	[	[	X
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fis-3329	289	20	,	,	PUNCT
fis-3329	289	21	a.	a.	PROPN
fis-3329	289	22	w.	w.	PROPN
fis-3329	289	23	and	and	CCONJ
fis-3329	289	24	guido	guido	PROPN
fis-3329	289	25	,	,	PUNCT
fis-3329	289	26	d.	d.	PROPN
fis-3329	289	27	r.	r.	PROPN
fis-3329	289	28	(	(	PUNCT
fis-3329	289	29	2020	2020	NUM
fis-3329	289	30	)	)	PUNCT
fis-3329	289	31	.	.	PUNCT
fis-3329	290	1	structural	structural	ADJ
fis-3329	290	2	health	health	NOUN
fis-3329	290	3	monitoring	monitoring	NOUN
fis-3329	290	4	using	use	VERB
fis-3329	290	5	handcrafted	handcraft	VERB
fis-3329	290	6	features	feature	NOUN
fis-3329	290	7	and	and	CCONJ
fis-3329	290	8	convolution	convolution	NOUN
fis-3329	290	9	neural	neural	ADJ
fis-3329	290	10	network	network	NOUN
fis-3329	290	11	,	,	PUNCT
fis-3329	290	12	lecture	lecture	NOUN
fis-3329	290	13	notes	note	NOUN
fis-3329	290	14	in	in	ADP
fis-3329	290	15	civil	civil	ADJ
fis-3329	290	16	engineering	engineering	NOUN
fis-3329	290	17	,	,	PUNCT
fis-3329	290	18	110	110	NUM
fis-3329	290	19	,	,	PUNCT
fis-3329	290	20	pp	pp	ADJ
fis-3329	290	21	.	.	PUNCT
fis-3329	291	1	103	103	NUM
fis-3329	291	2	-	-	SYM
fis-3329	291	3	112	112	NUM
fis-3329	291	4	.	.	PUNCT
fis-3329	292	1	<	<	X
fis-3329	292	2	<	<	X
fis-3329	292	3	/ascii85encodepages	/ascii85encodepage	NOUN
fis-3329	292	4	false	false	ADJ
fis-3329	292	5	/allowtransparency	/allowtransparency	NOUN
fis-3329	292	6	false	false	ADJ
fis-3329	292	7	/autopositionepsfiles	/autopositionepsfile	NOUN
fis-3329	292	8	true	true	ADJ
fis-3329	292	9	/autorotatepages	/autorotatepage	NOUN
fis-3329	292	10	/none	/none	PUNCT
fis-3329	292	11	/binding	/binding	PUNCT
fis-3329	292	12	/left	/left	ADJ
fis-3329	293	1	/calgrayprofile	/calgrayprofile	VERB
fis-3329	293	2	(	(	PUNCT
fis-3329	293	3	dot	dot	NOUN
fis-3329	293	4	gain	gain	NOUN
fis-3329	293	5	20	20	NUM
fis-3329	293	6	%	%	NOUN
fis-3329	293	7	)	)	PUNCT
fis-3329	293	8	/calrgbprofile	/calrgbprofile	PUNCT
fis-3329	294	1	(	(	PUNCT
fis-3329	294	2	srgb	srgb	PROPN
fis-3329	294	3	iec61966	iec61966	NOUN
fis-3329	294	4	-	-	PUNCT
fis-3329	294	5	2.1	2.1	NUM
fis-3329	294	6	)	)	PUNCT
fis-3329	294	7	/calcmykprofile	/calcmykprofile	PUNCT
fis-3329	295	1	(	(	PUNCT
fis-3329	295	2	u.s	u.s	PROPN
fis-3329	295	3	.	.	PROPN
fis-3329	295	4	web	web	NOUN
fis-3329	295	5	coated	coat	VERB
fis-3329	295	6	\050swop\051	\050swop\051	ADJ
fis-3329	295	7	v2	v2	NOUN
fis-3329	295	8	)	)	PUNCT
fis-3329	295	9	/srgbprofile	/srgbprofile	PUNCT
fis-3329	295	10	(	(	PUNCT
fis-3329	295	11	srgb	srgb	PROPN
fis-3329	295	12	iec61966	iec61966	NOUN
fis-3329	295	13	-	-	PUNCT
fis-3329	295	14	2.1	2.1	NUM
fis-3329	295	15	)	)	PUNCT
fis-3329	295	16	/cannotembedfontpolicy	/cannotembedfontpolicy	PUNCT
fis-3329	296	1	/error	/error	INTJ
fis-3329	296	2	/compatibilitylevel	/compatibilitylevel	NOUN
fis-3329	297	1	1.4	1.4	NUM
fis-3329	297	2	/compressobjects	/compressobject	NOUN
fis-3329	297	3	/tags	/tag	VERB
fis-3329	297	4	/compresspages	/compresspage	NOUN
fis-3329	297	5	true	true	ADJ
fis-3329	297	6	/convertimagestoindexed	/convertimagestoindexed	ADJ
fis-3329	297	7	true	true	ADJ
fis-3329	297	8	/passthroughjpegimages	/passthroughjpegimage	NOUN
fis-3329	297	9	true	true	ADJ
fis-3329	297	10	/createjobticket	/createjobticket	NOUN
fis-3329	297	11	false	false	ADJ
fis-3329	297	12	/defaultrenderingintent	/defaultrenderingintent	NOUN
fis-3329	297	13	/default	/default	PUNCT
fis-3329	297	14	/detectblends	/detectblend	NOUN
fis-3329	297	15	true	true	ADJ
fis-3329	297	16	/detectcurves	/detectcurve	VERB
fis-3329	298	1	0.0000	0.0000	NUM
fis-3329	298	2	/colorconversionstrategy	/colorconversionstrategy	NOUN
fis-3329	298	3	/cmyk	/cmyk	PUNCT
fis-3329	299	1	/dothumbnails	/dothumbnail	VERB
fis-3329	300	1	false	false	ADJ
fis-3329	300	2	/embedallfonts	/embedallfont	NOUN
fis-3329	300	3	true	true	ADJ
fis-3329	300	4	/embedopentype	/embedopentype	PUNCT
fis-3329	300	5	false	false	ADJ
fis-3329	300	6	/parseiccprofilesincomments	/parseiccprofilesincomment	NOUN
fis-3329	300	7	true	true	ADJ
fis-3329	300	8	/embedjoboptions	/embedjoboption	NOUN
fis-3329	300	9	true	true	ADJ
fis-3329	300	10	/dscreportinglevel	/dscreportinglevel	NOUN
fis-3329	300	11	0	0	NUM
fis-3329	300	12	/emitdscwarnings	/emitdscwarning	NOUN
fis-3329	300	13	false	false	ADJ
fis-3329	300	14	/endpage	/endpage	NOUN
fis-3329	300	15	-1	-1	NOUN
fis-3329	300	16	/imagememory	/imagememory	NUM
fis-3329	300	17	1048576	1048576	NUM
fis-3329	300	18	/lockdistillerparams	/lockdistillerparams	NOUN
fis-3329	300	19	false	false	ADJ
fis-3329	300	20	/maxsubsetpct	/maxsubsetpct	ADJ
fis-3329	300	21	100	100	NUM
fis-3329	300	22	/optimize	/optimize	NOUN
fis-3329	300	23	true	true	ADJ
fis-3329	300	24	/opm	/opm	NOUN
fis-3329	300	25	1	1	NUM
fis-3329	300	26	/parsedsccomments	/parsedsccomment	NOUN
fis-3329	300	27	true	true	ADJ
fis-3329	300	28	/parsedsccommentsfordocinfo	/parsedsccommentsfordocinfo	VERB
fis-3329	300	29	true	true	ADJ
fis-3329	300	30	/preservecopypage	/preservecopypage	NOUN
fis-3329	300	31	true	true	ADJ
fis-3329	300	32	/preservedicmykvalues	/preservedicmykvalue	NOUN
fis-3329	300	33	true	true	ADJ
fis-3329	300	34	/preserveepsinfo	/preserveepsinfo	NOUN
fis-3329	300	35	true	true	ADJ
fis-3329	300	36	/preserveflatness	/preserveflatness	NOUN
fis-3329	300	37	true	true	ADJ
fis-3329	300	38	/preservehalftoneinfo	/preservehalftoneinfo	PUNCT
fis-3329	300	39	false	false	ADJ
fis-3329	300	40	/preserveopicomments	/preserveopicomment	NOUN
fis-3329	300	41	true	true	ADJ
fis-3329	300	42	/preserveoverprintsettings	/preserveoverprintsetting	NOUN
fis-3329	300	43	true	true	ADJ
fis-3329	300	44	/startpage	/startpage	NOUN
fis-3329	300	45	1	1	NUM
fis-3329	300	46	/subsetfonts	/subsetfont	NOUN
fis-3329	300	47	true	true	ADJ
fis-3329	300	48	/transferfunctioninfo	/transferfunctioninfo	PUNCT
fis-3329	300	49	/apply	/apply	PUNCT
fis-3329	300	50	/ucrandbginfo	/ucrandbginfo	PUNCT
fis-3329	301	1	/preserve	/preserve	NOUN
fis-3329	301	2	/useprologue	/useprologue	NOUN
fis-3329	301	3	false	false	ADJ
fis-3329	301	4	/colorsettingsfile	/colorsettingsfile	NOUN
fis-3329	301	5	(	(	PUNCT
fis-3329	301	6	)	)	PUNCT
fis-3329	301	7	/alwaysembed	/alwaysembe	VERB
fis-3329	301	8	[	[	PUNCT
fis-3329	301	9	true	true	ADJ
fis-3329	301	10	]	]	PUNCT
fis-3329	301	11	/neverembed	/neverembed	PUNCT
fis-3329	302	1	[	[	PUNCT
fis-3329	302	2	true	true	ADJ
fis-3329	302	3	]	]	PUNCT
fis-3329	302	4	/antialiascolorimages	/antialiascolorimages	X
fis-3329	302	5	false	false	ADJ
fis-3329	302	6	/cropcolorimages	/cropcolorimages	PUNCT
fis-3329	302	7	true	true	ADJ
fis-3329	302	8	/colorimageminresolution	/colorimageminresolution	PUNCT
fis-3329	302	9	300	300	NUM
fis-3329	302	10	/colorimageminresolutionpolicy	/colorimageminresolutionpolicy	NOUN
fis-3329	302	11	/ok	/ok	ADJ
fis-3329	303	1	/downsamplecolorimages	/downsamplecolorimage	VERB
fis-3329	304	1	true	true	ADJ
fis-3329	304	2	/colorimagedownsampletype	/colorimagedownsampletype	PUNCT
fis-3329	304	3	/bicubic	/bicubic	NOUN
fis-3329	304	4	/colorimageresolution	/colorimageresolution	NOUN
fis-3329	305	1	300	300	NUM
fis-3329	305	2	/colorimagedepth	/colorimagedepth	PRON
fis-3329	305	3	-1	-1	INTJ
fis-3329	305	4	/colorimagemindownsampledepth	/colorimagemindownsampledepth	SYM
fis-3329	305	5	1	1	NUM
fis-3329	305	6	/colorimagedownsamplethreshold	/colorimagedownsamplethreshold	SYM
fis-3329	305	7	1.50000	1.50000	NUM
fis-3329	305	8	/encodecolorimages	/encodecolorimage	NOUN
fis-3329	305	9	true	true	ADJ
fis-3329	305	10	/colorimagefilter	/colorimagefilter	PUNCT
fis-3329	305	11	/dctencode	/dctencode	PUNCT
fis-3329	306	1	/autofiltercolorimages	/autofiltercolorimage	NOUN
fis-3329	306	2	true	true	ADJ
fis-3329	306	3	/colorimageautofilterstrategy	/colorimageautofilterstrategy	PUNCT
fis-3329	306	4	/jpeg	/jpeg	PUNCT
fis-3329	306	5	/coloracsimagedict	/coloracsimagedict	PUNCT
fis-3329	307	1	<	<	X
fis-3329	307	2	<	<	X
fis-3329	307	3	/qfactor	/qfactor	NOUN
fis-3329	307	4	0.15	0.15	NUM
fis-3329	307	5	/hsamples	/hsample	NOUN
fis-3329	308	1	[	[	X
fis-3329	308	2	1	1	NUM
fis-3329	308	3	1	1	NUM
fis-3329	308	4	1	1	NUM
fis-3329	308	5	1	1	NUM
fis-3329	308	6	]	]	PUNCT
fis-3329	308	7	/vsamples	/vsample	NOUN
fis-3329	309	1	[	[	X
fis-3329	309	2	1	1	NUM
fis-3329	309	3	1	1	NUM
fis-3329	309	4	1	1	NUM
fis-3329	309	5	1	1	NUM
fis-3329	309	6	]	]	PUNCT
fis-3329	309	7	>	>	PUNCT
fis-3329	309	8	>	>	X
fis-3329	309	9	/colorimagedict	/colorimagedict	PUNCT
fis-3329	310	1	<	<	X
fis-3329	310	2	<	<	X
fis-3329	310	3	/qfactor	/qfactor	NOUN
fis-3329	310	4	0.15	0.15	NUM
fis-3329	310	5	/hsamples	/hsample	NOUN
fis-3329	311	1	[	[	X
fis-3329	311	2	1	1	NUM
fis-3329	311	3	1	1	NUM
fis-3329	311	4	1	1	NUM
fis-3329	311	5	1	1	NUM
fis-3329	311	6	]	]	PUNCT
fis-3329	311	7	/vsamples	/vsample	NOUN
fis-3329	312	1	[	[	X
fis-3329	312	2	1	1	NUM
fis-3329	312	3	1	1	NUM
fis-3329	312	4	1	1	NUM
fis-3329	312	5	1	1	NUM
fis-3329	312	6	]	]	PUNCT
fis-3329	312	7	>	>	PUNCT
fis-3329	312	8	>	>	X
fis-3329	312	9	/jpeg2000coloracsimagedict	/jpeg2000coloracsimagedict	PUNCT
fis-3329	313	1	<	<	X
fis-3329	313	2	<	<	X
fis-3329	313	3	/tilewidth	/tilewidth	PUNCT
fis-3329	313	4	256	256	NUM
fis-3329	313	5	/tileheight	/tileheight	NUM
fis-3329	313	6	256	256	NUM
fis-3329	313	7	/quality	/quality	NOUN
fis-3329	313	8	30	30	NUM
fis-3329	313	9	>	>	PUNCT
fis-3329	313	10	>	>	X
fis-3329	313	11	/jpeg2000colorimagedict	/jpeg2000colorimagedict	PUNCT
fis-3329	313	12	<	<	X
fis-3329	313	13	<	<	X
fis-3329	313	14	/tilewidth	/tilewidth	PUNCT
fis-3329	313	15	256	256	NUM
fis-3329	313	16	/tileheight	/tileheight	NUM
fis-3329	313	17	256	256	NUM
fis-3329	313	18	/quality	/quality	NOUN
fis-3329	313	19	30	30	NUM
fis-3329	313	20	>	>	PUNCT
fis-3329	313	21	>	>	X
fis-3329	313	22	/antialiasgrayimages	/antialiasgrayimages	X
fis-3329	313	23	false	false	ADJ
fis-3329	313	24	/cropgrayimages	/cropgrayimage	NOUN
fis-3329	313	25	true	true	ADJ
fis-3329	313	26	/grayimageminresolution	/grayimageminresolution	ADV
fis-3329	313	27	300	300	NUM
fis-3329	313	28	/grayimageminresolutionpolicy	/grayimageminresolutionpolicy	NOUN
fis-3329	313	29	/ok	/ok	ADJ
fis-3329	313	30	/downsamplegrayimages	/downsamplegrayimages	PUNCT
fis-3329	314	1	true	true	ADJ
fis-3329	314	2	/grayimagedownsampletype	/grayimagedownsampletype	INTJ
fis-3329	314	3	/bicubic	/bicubic	NOUN
fis-3329	314	4	/grayimageresolution	/grayimageresolution	NOUN
fis-3329	314	5	300	300	NUM
fis-3329	314	6	/grayimagedepth	/grayimagedepth	PUNCT
fis-3329	314	7	-1	-1	PUNCT
fis-3329	314	8	/grayimagemindownsampledepth	/grayimagemindownsampledepth	PUNCT
fis-3329	315	1	2	2	NUM
fis-3329	315	2	/grayimagedownsamplethreshold	/grayimagedownsamplethreshold	NUM
fis-3329	315	3	1.50000	1.50000	NUM
fis-3329	315	4	/encodegrayimages	/encodegrayimage	NOUN
fis-3329	315	5	true	true	ADJ
fis-3329	315	6	/grayimagefilter	/grayimagefilter	NOUN
fis-3329	315	7	/dctencode	/dctencode	PUNCT
fis-3329	316	1	/autofiltergrayimages	/autofiltergrayimages	VERB
fis-3329	316	2	true	true	ADJ
fis-3329	316	3	/grayimageautofilterstrategy	/grayimageautofilterstrategy	INTJ
fis-3329	316	4	/jpeg	/jpeg	PUNCT
fis-3329	316	5	/grayacsimagedict	/grayacsimagedict	PUNCT
fis-3329	317	1	<	<	X
fis-3329	317	2	<	<	X
fis-3329	317	3	/qfactor	/qfactor	NOUN
fis-3329	317	4	0.15	0.15	NUM
fis-3329	317	5	/hsamples	/hsample	NOUN
fis-3329	318	1	[	[	X
fis-3329	318	2	1	1	NUM
fis-3329	318	3	1	1	NUM
fis-3329	318	4	1	1	NUM
fis-3329	318	5	1	1	NUM
fis-3329	318	6	]	]	PUNCT
fis-3329	318	7	/vsamples	/vsample	NOUN
fis-3329	319	1	[	[	X
fis-3329	319	2	1	1	NUM
fis-3329	319	3	1	1	NUM
fis-3329	319	4	1	1	NUM
fis-3329	319	5	1	1	NUM
fis-3329	319	6	]	]	PUNCT
fis-3329	319	7	>	>	PUNCT
fis-3329	319	8	>	>	X
fis-3329	319	9	/grayimagedict	/grayimagedict	PUNCT
fis-3329	320	1	<	<	X
fis-3329	320	2	<	<	X
fis-3329	320	3	/qfactor	/qfactor	NOUN
fis-3329	320	4	0.15	0.15	NUM
fis-3329	320	5	/hsamples	/hsample	NOUN
fis-3329	321	1	[	[	X
fis-3329	321	2	1	1	NUM
fis-3329	321	3	1	1	NUM
fis-3329	321	4	1	1	NUM
fis-3329	321	5	1	1	NUM
fis-3329	321	6	]	]	PUNCT
fis-3329	321	7	/vsamples	/vsample	NOUN
fis-3329	322	1	[	[	X
fis-3329	322	2	1	1	NUM
fis-3329	322	3	1	1	NUM
fis-3329	322	4	1	1	NUM
fis-3329	322	5	1	1	NUM
fis-3329	322	6	]	]	PUNCT
fis-3329	322	7	>	>	X
fis-3329	322	8	>	>	X
fis-3329	322	9	/jpeg2000grayacsimagedict	/jpeg2000grayacsimagedict	PUNCT
fis-3329	323	1	<	<	X
fis-3329	323	2	<	<	X
fis-3329	323	3	/tilewidth	/tilewidth	PUNCT
fis-3329	323	4	256	256	NUM
fis-3329	323	5	/tileheight	/tileheight	NUM
fis-3329	323	6	256	256	NUM
fis-3329	323	7	/quality	/quality	NOUN
fis-3329	323	8	30	30	NUM
fis-3329	323	9	>	>	PUNCT
fis-3329	323	10	>	>	X
fis-3329	323	11	/jpeg2000grayimagedict	/jpeg2000grayimagedict	PUNCT
fis-3329	323	12	<	<	X
fis-3329	323	13	<	<	X
fis-3329	323	14	/tilewidth	/tilewidth	PUNCT
fis-3329	323	15	256	256	NUM
fis-3329	323	16	/tileheight	/tileheight	NUM
fis-3329	323	17	256	256	NUM
fis-3329	323	18	/quality	/quality	NOUN
fis-3329	323	19	30	30	NUM
fis-3329	323	20	>	>	PUNCT
fis-3329	323	21	>	>	X
fis-3329	323	22	/antialiasmonoimages	/antialiasmonoimage	NOUN
fis-3329	323	23	false	false	ADJ
fis-3329	323	24	/cropmonoimages	/cropmonoimage	NOUN
fis-3329	323	25	true	true	ADJ
fis-3329	323	26	/monoimageminresolution	/monoimageminresolution	NUM
fis-3329	323	27	1200	1200	NUM
fis-3329	323	28	/monoimageminresolutionpolicy	/monoimageminresolutionpolicy	PUNCT
fis-3329	324	1	/ok	/ok	PROPN
fis-3329	324	2	/downsamplemonoimages	/downsamplemonoimage	VERB
fis-3329	325	1	true	true	ADJ
fis-3329	325	2	/monoimagedownsampletype	/monoimagedownsampletype	PUNCT
fis-3329	325	3	/bicubic	/bicubic	NOUN
fis-3329	325	4	/monoimageresolution	/monoimageresolution	NOUN
fis-3329	325	5	1200	1200	NUM
fis-3329	325	6	/monoimagedepth	/monoimagedepth	PRON
fis-3329	325	7	-1	-1	PUNCT
fis-3329	326	1	/monoimagedownsamplethreshold	/monoimagedownsamplethreshold	PUNCT
fis-3329	326	2	1.50000	1.50000	NUM
fis-3329	326	3	/encodemonoimages	/encodemonoimage	NOUN
fis-3329	326	4	true	true	ADJ
fis-3329	326	5	/monoimagefilter	/monoimagefilter	ADP
fis-3329	326	6	/ccittfaxencode	/ccittfaxencode	INTJ
fis-3329	326	7	/monoimagedict	/monoimagedict	PUNCT
fis-3329	327	1	<	<	X
fis-3329	327	2	<	<	X
fis-3329	327	3	/k	/k	PUNCT
fis-3329	327	4	-1	-1	INTJ
fis-3329	327	5	>	>	PUNCT
fis-3329	327	6	>	>	X
fis-3329	327	7	/allowpsxobjects	/allowpsxobjects	PROPN
fis-3329	327	8	false	false	ADJ
fis-3329	327	9	/checkcompliance	/checkcompliance	NOUN
fis-3329	327	10	[	[	PUNCT
fis-3329	327	11	/none	/none	X
fis-3329	327	12	]	]	PUNCT
fis-3329	327	13	/pdfx1acheck	/pdfx1acheck	PUNCT
fis-3329	327	14	false	false	ADJ
fis-3329	327	15	/pdfx3check	/pdfx3check	PUNCT
fis-3329	327	16	false	false	ADJ
fis-3329	327	17	/pdfxcompliantpdfonly	/pdfxcompliantpdfonly	ADV
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fis-3329	339	7	>	>	X
fis-3329	339	8	/heb	/heb	X
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fis-3329	339	11	>	>	X
fis-3329	339	12	/hrv	/hrv	PROPN
fis-3329	340	1	(	(	PUNCT
fis-3329	340	2	za	za	PROPN
fis-3329	340	3	stvaranje	stvaranje	PROPN
fis-3329	340	4	adobe	adobe	PROPN
fis-3329	340	5	pdf	pdf	PROPN
fis-3329	340	6	dokumenata	dokumenata	PROPN
fis-3329	340	7	najpogodnijih	najpogodnijih	PROPN
fis-3329	340	8	za	za	PROPN
fis-3329	340	9	visokokvalitetni	visokokvalitetni	VERB
fis-3329	340	10	ispis	ispis	ADJ
fis-3329	340	11	prije	prije	NOUN
fis-3329	340	12	tiskanja	tiskanja	PROPN
fis-3329	340	13	koristite	koristite	PROPN
fis-3329	340	14	ove	ove	NOUN
fis-3329	340	15	postavke	postavke	NOUN
fis-3329	340	16	.	.	PUNCT
fis-3329	341	1	stvoreni	stvoreni	ADJ
fis-3329	341	2	pdf	pdf	NOUN
fis-3329	341	3	dokumenti	dokumenti	PROPN
fis-3329	341	4	mogu	mogu	PROPN
fis-3329	341	5	se	se	X
fis-3329	341	6	otvoriti	otvoriti	PROPN
fis-3329	341	7	acrobat	acrobat	PROPN
fis-3329	342	1	i	i	PRON
fis-3329	342	2	adobe	adobe	PROPN
fis-3329	342	3	reader	reader	PROPN
fis-3329	342	4	5.0	5.0	NUM
fis-3329	342	5	i	i	PRON
fis-3329	342	6	kasnijim	kasnijim	VERB
fis-3329	342	7	verzijama	verzijama	NOUN
fis-3329	342	8	.	.	PUNCT
fis-3329	342	9	)	)	PUNCT
fis-3329	343	1	/hun	/hun	PUNCT
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fis-3329	344	3	>	>	X
fis-3329	344	4	/ita	/ita	PUNCT
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fis-3329	345	3	>	>	X
fis-3329	345	4	/jpn	/jpn	PROPN
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fis-3329	346	3	>	>	X
fis-3329	346	4	/kor	/kor	PUNCT
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fis-3329	347	3	>	>	X
fis-3329	347	4	/lth	/lth	PUNCT
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fis-3329	348	3	>	>	X
fis-3329	348	4	/lvi	/lvi	PUNCT
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fis-3329	349	3	>	>	X
fis-3329	349	4	/nld	/nld	PUNCT
fis-3329	350	1	(	(	PUNCT
fis-3329	350	2	gebruik	gebruik	NOUN
fis-3329	350	3	deze	deze	PROPN
fis-3329	350	4	instellingen	instellingen	PROPN
fis-3329	350	5	om	om	PROPN
fis-3329	350	6	adobe	adobe	PROPN
fis-3329	350	7	pdf	pdf	PROPN
fis-3329	350	8	-	-	PUNCT
fis-3329	350	9	documenten	documenten	NOUN
fis-3329	350	10	te	te	ADP
fis-3329	350	11	maken	maken	PROPN
fis-3329	350	12	die	die	PROPN
fis-3329	350	13	zijn	zijn	PROPN
fis-3329	350	14	geoptimaliseerd	geoptimaliseerd	PROPN
fis-3329	350	15	voor	voor	NOUN
fis-3329	350	16	prepress	prepress	NOUN
fis-3329	350	17	-	-	PUNCT
fis-3329	350	18	afdrukken	afdrukken	VERB
fis-3329	350	19	van	van	PROPN
fis-3329	350	20	hoge	hoge	PROPN
fis-3329	350	21	kwaliteit	kwaliteit	PROPN
fis-3329	350	22	.	.	PUNCT
fis-3329	351	1	de	de	PROPN
fis-3329	351	2	gemaakte	gemaakte	PROPN
fis-3329	351	3	pdf	pdf	NOUN
fis-3329	351	4	-	-	PUNCT
fis-3329	351	5	documenten	documenten	NOUN
fis-3329	351	6	kunnen	kunnen	PROPN
fis-3329	351	7	worden	worden	PROPN
fis-3329	351	8	geopend	geopend	PROPN
fis-3329	351	9	met	meet	VERB
fis-3329	351	10	acrobat	acrobat	PROPN
fis-3329	351	11	en	en	PROPN
fis-3329	351	12	adobe	adobe	PROPN
fis-3329	351	13	reader	reader	PROPN
fis-3329	351	14	5.0	5.0	NUM
fis-3329	351	15	en	en	ADP
fis-3329	351	16	hoger	hoger	NOUN
fis-3329	351	17	.	.	PUNCT
fis-3329	351	18	)	)	PUNCT
fis-3329	352	1	/nor	/nor	PUNCT
fis-3329	353	1	<	<	X
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fis-3329	353	4	/pol	/pol	PUNCT
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fis-3329	354	3	>	>	X
fis-3329	354	4	/ptb	/ptb	PROPN
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fis-3329	354	11	>	>	X
fis-3329	354	12	/rus	/rus	PUNCT
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fis-3329	354	15	>	>	X
fis-3329	354	16	/sky	/sky	PUNCT
fis-3329	355	1	<	<	X
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fis-3329	355	3	>	>	X
fis-3329	355	4	/slv	/slv	X
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fis-3329	355	7	>	>	X
fis-3329	355	8	/suo	/suo	PROPN
fis-3329	356	1	<	<	AUX
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fis-3329	356	3	>	>	X
fis-3329	356	4	/sve	/sve	PROPN
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fis-3329	356	7	>	>	X
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fis-3329	356	11	>	>	X
fis-3329	356	12	/ukr	/ukr	X
fis-3329	356	13	<	<	X
fis-3329	356	14	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	X
fis-3329	356	15	>	>	X
fis-3329	356	16	/enu	/enu	PUNCT
fis-3329	356	17	(	(	PUNCT
fis-3329	356	18	use	use	VERB
fis-3329	356	19	these	these	DET
fis-3329	356	20	settings	setting	NOUN
fis-3329	356	21	to	to	PART
fis-3329	356	22	create	create	VERB
fis-3329	356	23	adobe	adobe	PROPN
fis-3329	356	24	pdf	pdf	PROPN
fis-3329	356	25	documents	document	NOUN
fis-3329	356	26	best	well	ADV
fis-3329	356	27	suited	suit	VERB
fis-3329	356	28	for	for	ADP
fis-3329	356	29	high	high	ADJ
fis-3329	356	30	-	-	PUNCT
fis-3329	356	31	quality	quality	NOUN
fis-3329	356	32	prepress	prepress	NOUN
fis-3329	356	33	printing	printing	NOUN
fis-3329	356	34	.	.	PUNCT
fis-3329	357	1	created	create	VERB
fis-3329	357	2	pdf	pdf	NOUN
fis-3329	357	3	documents	document	NOUN
fis-3329	357	4	can	can	AUX
fis-3329	357	5	be	be	AUX
fis-3329	357	6	opened	open	VERB
fis-3329	357	7	with	with	ADP
fis-3329	357	8	acrobat	acrobat	PROPN
fis-3329	357	9	and	and	CCONJ
fis-3329	357	10	adobe	adobe	PROPN
fis-3329	357	11	reader	reader	PROPN
fis-3329	357	12	5.0	5.0	NUM
fis-3329	357	13	and	and	CCONJ
fis-3329	357	14	later	later	ADV
fis-3329	357	15	.	.	PUNCT
fis-3329	357	16	)	)	PUNCT
fis-3329	358	1	>	>	PUNCT
fis-3329	358	2	>	>	X
fis-3329	358	3	/namespace	/namespace	PUNCT
fis-3329	359	1	[	[	PUNCT
fis-3329	359	2	(	(	PUNCT
fis-3329	359	3	adobe	adobe	PROPN
fis-3329	359	4	)	)	PUNCT
fis-3329	359	5	(	(	PUNCT
fis-3329	359	6	common	common	ADJ
fis-3329	359	7	)	)	PUNCT
fis-3329	359	8	(	(	PUNCT
fis-3329	359	9	1.0	1.0	NUM
fis-3329	359	10	)	)	PUNCT
fis-3329	359	11	]	]	PUNCT
fis-3329	360	1	/othernamespaces	/othernamespace	VERB
fis-3329	360	2	[	[	PUNCT
fis-3329	360	3	<	<	X
fis-3329	360	4	<	<	X
fis-3329	360	5	/asreaderspreads	/asreaderspreads	X
fis-3329	360	6	false	false	ADJ
fis-3329	360	7	/cropimagestoframes	/cropimagestoframe	NOUN
fis-3329	360	8	true	true	ADJ
fis-3329	360	9	/errorcontrol	/errorcontrol	NOUN
fis-3329	361	1	/warnandcontinue	/warnandcontinue	PUNCT
fis-3329	361	2	/flattenerignorespreadoverrides	/flattenerignorespreadoverride	NOUN
fis-3329	361	3	false	false	ADJ
fis-3329	361	4	/includeguidesgrids	/includeguidesgrid	NOUN
fis-3329	361	5	false	false	ADJ
fis-3329	361	6	/includenonprinting	/includenonprinting	NOUN
fis-3329	361	7	false	false	ADJ
fis-3329	361	8	/includeslug	/includeslug	INTJ
fis-3329	361	9	false	false	ADJ
fis-3329	361	10	/namespace	/namespace	NOUN
fis-3329	362	1	[	[	PUNCT
fis-3329	362	2	(	(	PUNCT
fis-3329	362	3	adobe	adobe	PROPN
fis-3329	362	4	)	)	PUNCT
fis-3329	362	5	(	(	PUNCT
fis-3329	362	6	indesign	indesign	NOUN
fis-3329	362	7	)	)	PUNCT
fis-3329	362	8	(	(	PUNCT
fis-3329	362	9	4.0	4.0	NUM
fis-3329	362	10	)	)	PUNCT
fis-3329	362	11	]	]	PUNCT
fis-3329	362	12	/omitplacedbitmaps	/omitplacedbitmaps	PUNCT
fis-3329	363	1	false	false	ADJ
fis-3329	363	2	/omitplacedeps	/omitplacedeps	INTJ
fis-3329	363	3	false	false	ADJ
fis-3329	363	4	/omitplacedpdf	/omitplacedpdf	PUNCT
fis-3329	363	5	false	false	ADJ
fis-3329	363	6	/simulateoverprint	/simulateoverprint	NOUN
fis-3329	363	7	/legacy	/legacy	PUNCT
fis-3329	364	1	>	>	PUNCT
fis-3329	364	2	>	>	X
fis-3329	365	1	<	<	X
fis-3329	365	2	<	<	X
fis-3329	365	3	/addbleedmarks	/addbleedmarks	X
fis-3329	365	4	false	false	ADJ
fis-3329	365	5	/addcolorbars	/addcolorbars	INTJ
fis-3329	365	6	false	false	ADJ
fis-3329	365	7	/addcropmarks	/addcropmarks	PUNCT
fis-3329	365	8	false	false	ADJ
fis-3329	365	9	/addpageinfo	/addpageinfo	INTJ
fis-3329	365	10	false	false	ADJ
fis-3329	365	11	/addregmarks	/addregmark	NOUN
fis-3329	365	12	false	false	ADJ
fis-3329	365	13	/convertcolors	/convertcolor	NOUN
fis-3329	365	14	/converttocmyk	/converttocmyk	INTJ
fis-3329	365	15	/destinationprofilename	/destinationprofilename	PUNCT
fis-3329	365	16	(	(	PUNCT
fis-3329	365	17	)	)	PUNCT
fis-3329	365	18	/destinationprofileselector	/destinationprofileselector	NOUN
fis-3329	365	19	/documentcmyk	/documentcmyk	PUNCT
fis-3329	365	20	/downsample16bitimages	/downsample16bitimage	NOUN
fis-3329	365	21	true	true	ADJ
fis-3329	365	22	/flattenerpreset	/flattenerpreset	PUNCT
fis-3329	366	1	<	<	X
fis-3329	366	2	<	<	X
fis-3329	366	3	/presetselector	/presetselector	X
fis-3329	366	4	/mediumresolution	/mediumresolution	NOUN
fis-3329	366	5	>	>	PUNCT
fis-3329	366	6	>	>	X
fis-3329	366	7	/formelements	/formelement	NOUN
fis-3329	367	1	false	false	ADJ
fis-3329	367	2	/generatestructure	/generatestructure	PUNCT
fis-3329	367	3	false	false	ADJ
fis-3329	367	4	/includebookmarks	/includebookmark	NOUN
fis-3329	367	5	false	false	ADJ
fis-3329	367	6	/includehyperlinks	/includehyperlinks	INTJ
fis-3329	367	7	false	false	ADJ
fis-3329	367	8	/includeinteractive	/includeinteractive	ADJ
fis-3329	367	9	false	false	ADJ
fis-3329	367	10	/includelayers	/includelayer	NOUN
fis-3329	367	11	false	false	ADJ
fis-3329	367	12	/includeprofiles	/includeprofiles	INTJ
fis-3329	367	13	false	false	ADJ
fis-3329	367	14	/multimediahandling	/multimediahandling	NOUN
fis-3329	368	1	/useobjectsettings	/useobjectsettings	PRON
fis-3329	369	1	/namespace	/namespace	PUNCT
fis-3329	370	1	[	[	PUNCT
fis-3329	370	2	(	(	PUNCT
fis-3329	370	3	adobe	adobe	PROPN
fis-3329	370	4	)	)	PUNCT
fis-3329	370	5	(	(	PUNCT
fis-3329	370	6	creativesuite	creativesuite	NOUN
fis-3329	370	7	)	)	PUNCT
fis-3329	370	8	(	(	PUNCT
fis-3329	370	9	2.0	2.0	NUM
fis-3329	370	10	)	)	PUNCT
fis-3329	370	11	]	]	PUNCT
fis-3329	371	1	/pdfxoutputintentprofileselector	/pdfxoutputintentprofileselector	INTJ
fis-3329	371	2	/documentcmyk	/documentcmyk	PUNCT
fis-3329	372	1	/preserveediting	/preserveedite	VERB
fis-3329	372	2	true	true	ADJ
fis-3329	372	3	/untaggedcmykhandling	/untaggedcmykhandling	NOUN
fis-3329	372	4	/leaveuntagged	/leaveuntagge	VERB
fis-3329	372	5	/untaggedrgbhandling	/untaggedrgbhandling	NOUN
fis-3329	372	6	/usedocumentprofile	/usedocumentprofile	INTJ
fis-3329	372	7	/usedocumentbleed	/usedocumentbleed	NOUN
fis-3329	373	1	false	false	ADJ
fis-3329	373	2	>	>	PUNCT
fis-3329	373	3	>	>	X
fis-3329	373	4	]	]	PUNCT
fis-3329	373	5	>	>	PUNCT
fis-3329	373	6	>	>	X
fis-3329	373	7	setdistillerparams	setdistillerparam	NOUN
fis-3329	374	1	<	<	X
fis-3329	374	2	<	<	X
fis-3329	374	3	/hwresolution	/hwresolution	NOUN
fis-3329	375	1	[	[	X
fis-3329	375	2	2400	2400	NUM
fis-3329	375	3	2400	2400	NUM
fis-3329	375	4	]	]	PUNCT
fis-3329	375	5	/pagesize	/pagesize	X
fis-3329	376	1	[	[	X
fis-3329	376	2	612.000	612.000	NUM
fis-3329	376	3	792.000	792.000	NUM
fis-3329	376	4	]	]	PUNCT
fis-3329	376	5	>	>	PUNCT
fis-3329	376	6	>	>	X
fis-3329	376	7	setpagedevice	setpagedevice	PROPN