id	sid	tid	token	lemma	pos
fis-4789	1	1	microsoft	microsoft	PROPN
fis-4789	1	2	word	word	PROPN
fis-4789	1	3	numero_69_art_04_4789.docx	numero_69_art_04_4789.docx	PROPN
fis-4789	1	4	a.	a.	PROPN
fis-4789	1	5	anjum	anjum	PROPN
fis-4789	1	6	et	et	PROPN
fis-4789	1	7	alii	alii	PROPN
fis-4789	1	8	,	,	PUNCT
fis-4789	1	9	frattura	frattura	PROPN
fis-4789	1	10	ed	ed	PROPN
fis-4789	1	11	integrità	integrità	PROPN
fis-4789	1	12	strutturale	strutturale	PROPN
fis-4789	1	13	,	,	PUNCT
fis-4789	1	14	69	69	NUM
fis-4789	1	15	(	(	PUNCT
fis-4789	1	16	2024	2024	NUM
fis-4789	1	17	)	)	PUNCT
fis-4789	1	18	43	43	NUM
fis-4789	1	19	-	-	SYM
fis-4789	1	20	59	59	NUM
fis-4789	1	21	;	;	PUNCT
fis-4789	1	22	doi	doi	NOUN
fis-4789	1	23	:	:	PUNCT
fis-4789	1	24	10.3221	10.3221	NUM
fis-4789	1	25	/	/	SYM
fis-4789	1	26	igf	igf	PROPN
fis-4789	1	27	-	-	PUNCT
fis-4789	1	28	esis.69.04	esis.69.04	NOUN
fis-4789	1	29	43	43	NUM
fis-4789	1	30	civil	civil	ADJ
fis-4789	1	31	structural	structural	ADJ
fis-4789	1	32	health	health	NOUN
fis-4789	1	33	monitoring	monitoring	NOUN
fis-4789	1	34	and	and	CCONJ
fis-4789	1	35	machine	machine	NOUN
fis-4789	1	36	learning	learning	NOUN
fis-4789	1	37	:	:	PUNCT
fis-4789	1	38	a	a	DET
fis-4789	1	39	comprehensive	comprehensive	ADJ
fis-4789	1	40	review	review	NOUN
fis-4789	1	41	asraar	asraar	NOUN
fis-4789	1	42	anjum	anjum	PROPN
fis-4789	1	43	,	,	PUNCT
fis-4789	1	44	meftah	meftah	PROPN
fis-4789	1	45	hrairi	hrairi	PROPN
fis-4789	1	46	*	*	PROPN
fis-4789	1	47	department	department	PROPN
fis-4789	1	48	of	of	ADP
fis-4789	1	49	mechanical	mechanical	ADJ
fis-4789	1	50	and	and	CCONJ
fis-4789	1	51	aerospace	aerospace	NOUN
fis-4789	1	52	engineering	engineering	NOUN
fis-4789	1	53	,	,	PUNCT
fis-4789	1	54	faculty	faculty	NOUN
fis-4789	1	55	of	of	ADP
fis-4789	1	56	engineering	engineering	NOUN
fis-4789	1	57	,	,	PUNCT
fis-4789	1	58	international	international	PROPN
fis-4789	1	59	islamic	islamic	PROPN
fis-4789	1	60	university	university	PROPN
fis-4789	1	61	malaysia	malaysia	PROPN
fis-4789	1	62	,	,	PUNCT
fis-4789	1	63	p.o	p.o	PROPN
fis-4789	1	64	.	.	PROPN
fis-4789	1	65	box	box	PROPN
fis-4789	1	66	10	10	NUM
fis-4789	1	67	,	,	PUNCT
fis-4789	1	68	50728	50728	NUM
fis-4789	1	69	,	,	PUNCT
fis-4789	1	70	kuala	kuala	PROPN
fis-4789	1	71	lumpur	lumpur	PROPN
fis-4789	1	72	,	,	PUNCT
fis-4789	1	73	malaysia	malaysia	PROPN
fis-4789	1	74	asraar.anjum@live.iium.edu.my	asraar.anjum@live.iium.edu.my	PROPN
fis-4789	1	75	and	and	CCONJ
fis-4789	1	76	meftah@iium.edu.my	meftah@iium.edu.my	PROPN
fis-4789	1	77	abdul	abdul	PROPN
fis-4789	1	78	aabid	aabid	PROPN
fis-4789	1	79	department	department	PROPN
fis-4789	1	80	of	of	ADP
fis-4789	1	81	engineering	engineering	NOUN
fis-4789	1	82	management	management	NOUN
fis-4789	1	83	,	,	PUNCT
fis-4789	1	84	college	college	NOUN
fis-4789	1	85	of	of	ADP
fis-4789	1	86	engineering	engineering	NOUN
fis-4789	1	87	,	,	PUNCT
fis-4789	1	88	prince	prince	PROPN
fis-4789	1	89	sultan	sultan	PROPN
fis-4789	1	90	university	university	PROPN
fis-4789	1	91	,	,	PUNCT
fis-4789	1	92	po	po	PROPN
fis-4789	1	93	box	box	PROPN
fis-4789	1	94	66833	66833	NUM
fis-4789	1	95	,	,	PUNCT
fis-4789	1	96	riyadh	riyadh	PROPN
fis-4789	1	97	11586	11586	NUM
fis-4789	1	98	,	,	PUNCT
fis-4789	1	99	saudi	saudi	PROPN
fis-4789	1	100	arabia	arabia	PROPN
fis-4789	1	101	aaabid@psu.edu.sa	aaabid@psu.edu.sa	PROPN
fis-4789	1	102	,	,	PUNCT
fis-4789	1	103	http://orcid.org/0000-0002-4355-9803	http://orcid.org/0000-0002-4355-9803	PROPN
fis-4789	1	104	norfazrina	norfazrina	PROPN
fis-4789	1	105	yatim	yatim	PROPN
fis-4789	1	106	department	department	PROPN
fis-4789	1	107	of	of	ADP
fis-4789	1	108	mechanical	mechanical	ADJ
fis-4789	1	109	and	and	CCONJ
fis-4789	1	110	aerospace	aerospace	NOUN
fis-4789	1	111	engineering	engineering	NOUN
fis-4789	1	112	,	,	PUNCT
fis-4789	1	113	faculty	faculty	NOUN
fis-4789	1	114	of	of	ADP
fis-4789	1	115	engineering	engineering	NOUN
fis-4789	1	116	,	,	PUNCT
fis-4789	1	117	international	international	PROPN
fis-4789	1	118	islamic	islamic	PROPN
fis-4789	1	119	university	university	PROPN
fis-4789	1	120	malaysia	malaysia	PROPN
fis-4789	1	121	,	,	PUNCT
fis-4789	1	122	p.o	p.o	PROPN
fis-4789	1	123	.	.	PROPN
fis-4789	1	124	box	box	PROPN
fis-4789	1	125	10	10	NUM
fis-4789	1	126	,	,	PUNCT
fis-4789	1	127	50728	50728	NUM
fis-4789	1	128	,	,	PUNCT
fis-4789	1	129	kuala	kuala	PROPN
fis-4789	1	130	lumpur	lumpur	PROPN
fis-4789	1	131	,	,	PUNCT
fis-4789	1	132	malaysia	malaysia	PROPN
fis-4789	1	133	noorfazrina@iium.edu.my	noorfazrina@iium.edu.my	PROPN
fis-4789	1	134	maisarah	maisarah	PROPN
fis-4789	1	135	ali	ali	PROPN
fis-4789	1	136	department	department	PROPN
fis-4789	1	137	of	of	ADP
fis-4789	1	138	civil	civil	ADJ
fis-4789	1	139	engineering	engineering	NOUN
fis-4789	1	140	,	,	PUNCT
fis-4789	1	141	faculty	faculty	NOUN
fis-4789	1	142	of	of	ADP
fis-4789	1	143	engineering	engineering	NOUN
fis-4789	1	144	,	,	PUNCT
fis-4789	1	145	international	international	PROPN
fis-4789	1	146	islamic	islamic	PROPN
fis-4789	1	147	university	university	PROPN
fis-4789	1	148	malaysia	malaysia	PROPN
fis-4789	1	149	,	,	PUNCT
fis-4789	1	150	p.o	p.o	PROPN
fis-4789	1	151	.	.	PROPN
fis-4789	1	152	box	box	PROPN
fis-4789	1	153	10	10	NUM
fis-4789	1	154	,	,	PUNCT
fis-4789	1	155	50728	50728	NUM
fis-4789	1	156	,	,	PUNCT
fis-4789	1	157	kuala	kuala	PROPN
fis-4789	1	158	lumpur	lumpur	PROPN
fis-4789	1	159	,	,	PUNCT
fis-4789	1	160	malaysia	malaysia	PROPN
fis-4789	1	161	maisarahali@iium.edu.my	maisarahali@iium.edu.my	NOUN
fis-4789	1	162	keywords	keyword	NOUN
fis-4789	1	163	.	.	PUNCT
fis-4789	2	1	concrete	concrete	ADJ
fis-4789	2	2	structures	structure	NOUN
fis-4789	2	3	,	,	PUNCT
fis-4789	2	4	machine	machine	NOUN
fis-4789	2	5	learning	learning	NOUN
fis-4789	2	6	,	,	PUNCT
fis-4789	2	7	electromechanical	electromechanical	ADJ
fis-4789	2	8	impedance	impedance	NOUN
fis-4789	2	9	,	,	PUNCT
fis-4789	2	10	damage	damage	NOUN
fis-4789	2	11	detection	detection	NOUN
fis-4789	2	12	,	,	PUNCT
fis-4789	2	13	damage	damage	NOUN
fis-4789	2	14	repair	repair	NOUN
fis-4789	2	15	.	.	PUNCT
fis-4789	3	1	citation	citation	NOUN
fis-4789	3	2	:	:	PUNCT
fis-4789	4	1	anjum	anjum	PROPN
fis-4789	4	2	,	,	PUNCT
fis-4789	4	3	a.	a.	NOUN
fis-4789	4	4	,	,	PUNCT
fis-4789	4	5	hrairi	hrairi	NOUN
fis-4789	4	6	,	,	PUNCT
fis-4789	4	7	m.	m.	NOUN
fis-4789	4	8	,	,	PUNCT
fis-4789	4	9	aabid	aabid	NOUN
fis-4789	4	10	,	,	PUNCT
fis-4789	4	11	a.	a.	NOUN
fis-4789	4	12	,	,	PUNCT
fis-4789	4	13	yatim	yatim	PROPN
fis-4789	4	14	,	,	PUNCT
fis-4789	4	15	n.	n.	PROPN
fis-4789	4	16	,	,	PUNCT
fis-4789	4	17	ali	ali	PROPN
fis-4789	4	18	,	,	PUNCT
fis-4789	4	19	m.	m.	NOUN
fis-4789	4	20	,	,	PUNCT
fis-4789	4	21	civil	civil	ADJ
fis-4789	4	22	structural	structural	ADJ
fis-4789	4	23	health	health	NOUN
fis-4789	4	24	monitoring	monitoring	NOUN
fis-4789	4	25	and	and	CCONJ
fis-4789	4	26	machine	machine	NOUN
fis-4789	4	27	learning	learning	NOUN
fis-4789	4	28	:	:	PUNCT
fis-4789	4	29	a	a	DET
fis-4789	4	30	comprehensive	comprehensive	ADJ
fis-4789	4	31	review	review	NOUN
fis-4789	4	32	,	,	PUNCT
fis-4789	4	33	frattura	frattura	PROPN
fis-4789	4	34	ed	ed	PROPN
fis-4789	4	35	integrità	integrità	PROPN
fis-4789	4	36	strutturale	strutturale	PROPN
fis-4789	4	37	,	,	PUNCT
fis-4789	4	38	69	69	NUM
fis-4789	4	39	(	(	PUNCT
fis-4789	4	40	2024	2024	NUM
fis-4789	4	41	)	)	PUNCT
fis-4789	4	42	43	43	NUM
fis-4789	4	43	-	-	SYM
fis-4789	4	44	59	59	NUM
fis-4789	4	45	.	.	PUNCT
fis-4789	4	46	received	receive	VERB
fis-4789	4	47	:	:	PUNCT
fis-4789	4	48	02.01.2024	02.01.2024	NUM
fis-4789	4	49	accepted	accept	VERB
fis-4789	4	50	:	:	PUNCT
fis-4789	4	51	08.04.2024	08.04.2024	NOUN
fis-4789	4	52	published	publish	VERB
fis-4789	4	53	:	:	PUNCT
fis-4789	4	54	17.04.2024	17.04.2024	NUM
fis-4789	4	55	issue	issue	NOUN
fis-4789	4	56	:	:	PUNCT
fis-4789	4	57	07.2024	07.2024	NUM
fis-4789	4	58	copyright	copyright	NOUN
fis-4789	4	59	:	:	PUNCT
fis-4789	4	60	©	©	PROPN
fis-4789	4	61	2024	2024	NUM
fis-4789	4	62	this	this	PRON
fis-4789	4	63	is	be	AUX
fis-4789	4	64	an	an	DET
fis-4789	4	65	open	open	ADJ
fis-4789	4	66	access	access	NOUN
fis-4789	4	67	article	article	NOUN
fis-4789	4	68	under	under	ADP
fis-4789	4	69	the	the	DET
fis-4789	4	70	terms	term	NOUN
fis-4789	4	71	of	of	ADP
fis-4789	4	72	the	the	DET
fis-4789	4	73	cc	cc	NOUN
fis-4789	4	74	-	-	PUNCT
fis-4789	4	75	by	by	ADP
fis-4789	4	76	4.0	4.0	NUM
fis-4789	4	77	,	,	PUNCT
fis-4789	4	78	which	which	PRON
fis-4789	4	79	permits	permit	VERB
fis-4789	4	80	unrestricted	unrestricted	ADJ
fis-4789	4	81	use	use	NOUN
fis-4789	4	82	,	,	PUNCT
fis-4789	4	83	distribution	distribution	NOUN
fis-4789	4	84	,	,	PUNCT
fis-4789	4	85	and	and	CCONJ
fis-4789	4	86	reproduction	reproduction	NOUN
fis-4789	4	87	in	in	ADP
fis-4789	4	88	any	any	DET
fis-4789	4	89	medium	medium	NOUN
fis-4789	4	90	,	,	PUNCT
fis-4789	4	91	provided	provide	VERB
fis-4789	4	92	the	the	DET
fis-4789	4	93	original	original	ADJ
fis-4789	4	94	author	author	NOUN
fis-4789	4	95	and	and	CCONJ
fis-4789	4	96	source	source	NOUN
fis-4789	4	97	are	be	AUX
fis-4789	4	98	credited	credit	VERB
fis-4789	4	99	.	.	PUNCT
fis-4789	5	1	https://youtu.be/cpgwo0f5zbu	https://youtu.be/cpgwo0f5zbu	VERB
fis-4789	5	2	a.	a.	PROPN
fis-4789	5	3	anjum	anjum	PROPN
fis-4789	5	4	et	et	PROPN
fis-4789	5	5	alii	alii	PROPN
fis-4789	5	6	,	,	PUNCT
fis-4789	5	7	frattura	frattura	PROPN
fis-4789	5	8	ed	ed	PROPN
fis-4789	5	9	integrità	integrità	PROPN
fis-4789	5	10	strutturale	strutturale	PROPN
fis-4789	5	11	,	,	PUNCT
fis-4789	5	12	69	69	NUM
fis-4789	5	13	(	(	PUNCT
fis-4789	5	14	2024	2024	NUM
fis-4789	5	15	)	)	PUNCT
fis-4789	5	16	43	43	NUM
fis-4789	5	17	-	-	SYM
fis-4789	5	18	59	59	NUM
fis-4789	5	19	;	;	PUNCT
fis-4789	5	20	doi	doi	NOUN
fis-4789	5	21	:	:	PUNCT
fis-4789	5	22	10.3221	10.3221	NUM
fis-4789	5	23	/	/	SYM
fis-4789	5	24	igf	igf	PROPN
fis-4789	5	25	-	-	PUNCT
fis-4789	5	26	esis.69.04	esis.69.04	PROPN
fis-4789	5	27	44	44	NUM
fis-4789	5	28	introduction	introduction	NOUN
fis-4789	5	29	anual	anual	PROPN
fis-4789	5	30	visual	visual	ADJ
fis-4789	5	31	inspection	inspection	NOUN
fis-4789	5	32	is	be	AUX
fis-4789	5	33	the	the	DET
fis-4789	5	34	primary	primary	ADJ
fis-4789	5	35	approach	approach	NOUN
fis-4789	5	36	for	for	ADP
fis-4789	5	37	assessing	assess	VERB
fis-4789	5	38	the	the	DET
fis-4789	5	39	condition	condition	NOUN
fis-4789	5	40	of	of	ADP
fis-4789	5	41	civil	civil	ADJ
fis-4789	5	42	infrastructure	infrastructure	NOUN
fis-4789	5	43	,	,	PUNCT
fis-4789	5	44	ensuring	ensure	VERB
fis-4789	5	45	it	it	PRON
fis-4789	5	46	meets	meet	VERB
fis-4789	5	47	safety	safety	NOUN
fis-4789	5	48	and	and	CCONJ
fis-4789	5	49	serviceability	serviceability	NOUN
fis-4789	5	50	standards	standard	NOUN
fis-4789	5	51	.	.	PUNCT
fis-4789	6	1	this	this	DET
fis-4789	6	2	process	process	NOUN
fis-4789	6	3	,	,	PUNCT
fis-4789	6	4	carried	carry	VERB
fis-4789	6	5	out	out	ADP
fis-4789	6	6	by	by	ADP
fis-4789	6	7	qualified	qualified	ADJ
fis-4789	6	8	inspectors	inspector	NOUN
fis-4789	6	9	or	or	CCONJ
fis-4789	6	10	structural	structural	ADJ
fis-4789	6	11	engineers	engineer	NOUN
fis-4789	6	12	,	,	PUNCT
fis-4789	6	13	involves	involve	VERB
fis-4789	6	14	identifying	identify	VERB
fis-4789	6	15	defects	defect	NOUN
fis-4789	6	16	like	like	ADP
fis-4789	6	17	cracks	crack	NOUN
fis-4789	6	18	,	,	PUNCT
fis-4789	6	19	damage	damage	NOUN
fis-4789	6	20	,	,	PUNCT
fis-4789	6	21	corrosion	corrosion	NOUN
fis-4789	6	22	,	,	PUNCT
fis-4789	6	23	and	and	CCONJ
fis-4789	6	24	more	more	ADJ
fis-4789	6	25	in	in	ADP
fis-4789	6	26	elements	element	NOUN
fis-4789	6	27	such	such	ADJ
fis-4789	6	28	as	as	ADP
fis-4789	6	29	beams	beam	NOUN
fis-4789	6	30	,	,	PUNCT
fis-4789	6	31	columns	column	NOUN
fis-4789	6	32	,	,	PUNCT
fis-4789	6	33	bridges	bridge	NOUN
fis-4789	6	34	,	,	PUNCT
fis-4789	6	35	and	and	CCONJ
fis-4789	6	36	roads	road	NOUN
fis-4789	7	1	[	[	X
fis-4789	7	2	1	1	NUM
fis-4789	7	3	]	]	PUNCT
fis-4789	7	4	.	.	PUNCT
fis-4789	8	1	it	it	PRON
fis-4789	8	2	is	be	AUX
fis-4789	8	3	conducted	conduct	VERB
fis-4789	8	4	at	at	ADP
fis-4789	8	5	regular	regular	ADJ
fis-4789	8	6	intervals	interval	NOUN
fis-4789	8	7	or	or	CCONJ
fis-4789	8	8	following	follow	VERB
fis-4789	8	9	disasters	disaster	NOUN
fis-4789	8	10	to	to	PART
fis-4789	8	11	prevent	prevent	VERB
fis-4789	8	12	accidents	accident	NOUN
fis-4789	8	13	resulting	result	VERB
fis-4789	8	14	from	from	ADP
fis-4789	8	15	inadequate	inadequate	ADJ
fis-4789	8	16	inspection	inspection	NOUN
fis-4789	8	17	.	.	PUNCT
fis-4789	9	1	the	the	DET
fis-4789	9	2	gathered	gather	VERB
fis-4789	9	3	data	data	NOUN
fis-4789	9	4	helps	help	VERB
fis-4789	9	5	predict	predict	VERB
fis-4789	9	6	future	future	ADJ
fis-4789	9	7	conditions	condition	NOUN
fis-4789	9	8	,	,	PUNCT
fis-4789	9	9	aids	aid	NOUN
fis-4789	9	10	investment	investment	NOUN
fis-4789	9	11	planning	planning	NOUN
fis-4789	9	12	,	,	PUNCT
fis-4789	9	13	and	and	CCONJ
fis-4789	9	14	optimizes	optimize	VERB
fis-4789	9	15	resource	resource	NOUN
fis-4789	9	16	allocation	allocation	NOUN
fis-4789	9	17	for	for	ADP
fis-4789	9	18	maintenance	maintenance	NOUN
fis-4789	9	19	and	and	CCONJ
fis-4789	9	20	repairs	repair	NOUN
fis-4789	9	21	,	,	PUNCT
fis-4789	9	22	ensuring	ensure	VERB
fis-4789	9	23	ongoing	ongoing	ADJ
fis-4789	9	24	infrastructure	infrastructure	NOUN
fis-4789	9	25	functionality	functionality	NOUN
fis-4789	9	26	.	.	PUNCT
fis-4789	10	1	civil	civil	ADJ
fis-4789	10	2	structures	structure	NOUN
fis-4789	10	3	are	be	AUX
fis-4789	10	4	vital	vital	ADJ
fis-4789	10	5	for	for	ADP
fis-4789	10	6	the	the	DET
fis-4789	10	7	global	global	ADJ
fis-4789	10	8	economy	economy	NOUN
fis-4789	10	9	and	and	CCONJ
fis-4789	10	10	people	people	NOUN
fis-4789	10	11	's	's	PART
fis-4789	10	12	daily	daily	ADJ
fis-4789	10	13	lives	life	NOUN
fis-4789	10	14	but	but	CCONJ
fis-4789	10	15	are	be	AUX
fis-4789	10	16	aging	age	VERB
fis-4789	10	17	and	and	CCONJ
fis-4789	10	18	facing	face	VERB
fis-4789	10	19	significant	significant	ADJ
fis-4789	10	20	wear	wear	NOUN
fis-4789	10	21	[	[	X
fis-4789	10	22	2,3	2,3	NUM
fis-4789	10	23	]	]	PUNCT
fis-4789	10	24	.	.	PUNCT
fis-4789	11	1	replacing	replace	VERB
fis-4789	11	2	them	they	PRON
fis-4789	11	3	is	be	AUX
fis-4789	11	4	impractical	impractical	ADJ
fis-4789	11	5	due	due	ADJ
fis-4789	11	6	to	to	ADP
fis-4789	11	7	cost	cost	NOUN
fis-4789	11	8	and	and	CCONJ
fis-4789	11	9	resource	resource	NOUN
fis-4789	11	10	constraints	constraint	NOUN
fis-4789	11	11	.	.	PUNCT
fis-4789	12	1	engineers	engineer	NOUN
fis-4789	12	2	have	have	AUX
fis-4789	12	3	developed	develop	VERB
fis-4789	12	4	strategies	strategy	NOUN
fis-4789	12	5	to	to	PART
fis-4789	12	6	enhance	enhance	VERB
fis-4789	12	7	safety	safety	NOUN
fis-4789	12	8	and	and	CCONJ
fis-4789	12	9	structural	structural	ADJ
fis-4789	12	10	integrity	integrity	NOUN
fis-4789	12	11	[	[	X
fis-4789	12	12	4	4	NUM
fis-4789	12	13	]	]	PUNCT
fis-4789	12	14	.	.	PUNCT
fis-4789	13	1	in	in	ADP
fis-4789	13	2	the	the	DET
fis-4789	13	3	past	past	NOUN
fis-4789	13	4	decade	decade	NOUN
fis-4789	13	5	,	,	PUNCT
fis-4789	13	6	the	the	DET
fis-4789	13	7	adoption	adoption	NOUN
fis-4789	13	8	of	of	ADP
fis-4789	13	9	computer	computer	NOUN
fis-4789	13	10	vision	vision	NOUN
fis-4789	13	11	methods	method	NOUN
fis-4789	13	12	in	in	ADP
fis-4789	13	13	civil	civil	ADJ
fis-4789	13	14	engineering	engineering	NOUN
fis-4789	13	15	has	have	AUX
fis-4789	13	16	surged	surge	VERB
fis-4789	13	17	,	,	PUNCT
fis-4789	13	18	thanks	thank	NOUN
fis-4789	13	19	to	to	ADP
fis-4789	13	20	affordable	affordable	ADJ
fis-4789	13	21	,	,	PUNCT
fis-4789	13	22	high	high	ADJ
fis-4789	13	23	-	-	PUNCT
fis-4789	13	24	quality	quality	NOUN
fis-4789	13	25	visual	visual	ADJ
fis-4789	13	26	sensing	sense	VERB
fis-4789	13	27	technology	technology	NOUN
fis-4789	13	28	.	.	PUNCT
fis-4789	14	1	this	this	DET
fis-4789	14	2	progress	progress	NOUN
fis-4789	14	3	is	be	AUX
fis-4789	14	4	evident	evident	ADJ
fis-4789	14	5	in	in	ADP
fis-4789	14	6	integrating	integrate	VERB
fis-4789	14	7	computer	computer	NOUN
fis-4789	14	8	vision	vision	NOUN
fis-4789	14	9	modules	module	NOUN
fis-4789	14	10	in	in	ADP
fis-4789	14	11	modern	modern	ADJ
fis-4789	14	12	structural	structural	ADJ
fis-4789	14	13	health	health	NOUN
fis-4789	14	14	monitoring	monitoring	NOUN
fis-4789	14	15	(	(	PUNCT
fis-4789	14	16	shm	shm	NOUN
fis-4789	14	17	)	)	PUNCT
fis-4789	14	18	frameworks	framework	NOUN
fis-4789	14	19	[	[	X
fis-4789	14	20	5	5	NUM
fis-4789	14	21	]	]	PUNCT
fis-4789	14	22	.	.	PUNCT
fis-4789	15	1	in	in	ADP
fis-4789	15	2	computer	computer	NOUN
fis-4789	15	3	science	science	NOUN
fis-4789	15	4	,	,	PUNCT
fis-4789	15	5	shm	shm	NOUN
fis-4789	15	6	data	datum	NOUN
fis-4789	15	7	analysis	analysis	NOUN
fis-4789	15	8	aims	aim	VERB
fis-4789	15	9	to	to	PART
fis-4789	15	10	transform	transform	VERB
fis-4789	15	11	sensor	sensor	NOUN
fis-4789	15	12	data	datum	NOUN
fis-4789	15	13	into	into	ADP
fis-4789	15	14	meaningful	meaningful	ADJ
fis-4789	15	15	information	information	NOUN
fis-4789	15	16	and	and	CCONJ
fis-4789	15	17	knowledge	knowledge	NOUN
fis-4789	15	18	about	about	ADP
fis-4789	15	19	structures	structure	NOUN
fis-4789	15	20	.	.	PUNCT
fis-4789	16	1	this	this	DET
fis-4789	16	2	knowledge	knowledge	NOUN
fis-4789	16	3	is	be	AUX
fis-4789	16	4	crucial	crucial	ADJ
fis-4789	16	5	for	for	ADP
fis-4789	16	6	various	various	ADJ
fis-4789	16	7	applications	application	NOUN
fis-4789	16	8	,	,	PUNCT
fis-4789	16	9	including	include	VERB
fis-4789	16	10	life	life	NOUN
fis-4789	16	11	-	-	PUNCT
fis-4789	16	12	cycle	cycle	NOUN
fis-4789	16	13	management	management	NOUN
fis-4789	16	14	and	and	CCONJ
fis-4789	16	15	lifetime	lifetime	NOUN
fis-4789	16	16	forecasting	forecasting	NOUN
fis-4789	16	17	[	[	X
fis-4789	16	18	6	6	NUM
fis-4789	16	19	]	]	PUNCT
fis-4789	16	20	.	.	PUNCT
fis-4789	17	1	two	two	NUM
fis-4789	17	2	main	main	ADJ
fis-4789	17	3	approaches	approach	NOUN
fis-4789	17	4	are	be	AUX
fis-4789	17	5	used	use	VERB
fis-4789	17	6	to	to	PART
fis-4789	17	7	assess	assess	VERB
fis-4789	17	8	the	the	DET
fis-4789	17	9	structural	structural	ADJ
fis-4789	17	10	condition	condition	NOUN
fis-4789	17	11	of	of	ADP
fis-4789	17	12	civil	civil	ADJ
fis-4789	17	13	engineering	engineering	NOUN
fis-4789	17	14	structures	structure	NOUN
fis-4789	17	15	:	:	PUNCT
fis-4789	17	16	physics	physics	NOUN
fis-4789	17	17	-	-	PUNCT
fis-4789	17	18	based	base	VERB
fis-4789	17	19	and	and	CCONJ
fis-4789	17	20	datadriven	datadriven	ADJ
fis-4789	17	21	methods	method	NOUN
fis-4789	17	22	[	[	X
fis-4789	17	23	7	7	NUM
fis-4789	17	24	]	]	PUNCT
fis-4789	17	25	.	.	PUNCT
fis-4789	18	1	physics	physics	NOUN
fis-4789	18	2	-	-	PUNCT
fis-4789	18	3	based	base	VERB
fis-4789	18	4	methods	method	NOUN
fis-4789	18	5	create	create	VERB
fis-4789	18	6	models	model	NOUN
fis-4789	18	7	based	base	VERB
fis-4789	18	8	on	on	ADP
fis-4789	18	9	the	the	DET
fis-4789	18	10	structure	structure	NOUN
fis-4789	18	11	's	's	PART
fis-4789	18	12	physical	physical	ADJ
fis-4789	18	13	characteristics	characteristic	NOUN
fis-4789	18	14	and	and	CCONJ
fis-4789	18	15	compare	compare	VERB
fis-4789	18	16	them	they	PRON
fis-4789	18	17	with	with	ADP
fis-4789	18	18	sensor	sensor	NOUN
fis-4789	18	19	data	datum	NOUN
fis-4789	18	20	[	[	X
fis-4789	18	21	8	8	NUM
fis-4789	18	22	]	]	PUNCT
fis-4789	18	23	,	,	PUNCT
fis-4789	18	24	demanding	demand	VERB
fis-4789	18	25	significant	significant	ADJ
fis-4789	18	26	processing	processing	NOUN
fis-4789	18	27	resources	resource	NOUN
fis-4789	18	28	[	[	X
fis-4789	18	29	9	9	NUM
fis-4789	18	30	]	]	PUNCT
fis-4789	18	31	.	.	PUNCT
fis-4789	19	1	on	on	ADP
fis-4789	19	2	the	the	DET
fis-4789	19	3	other	other	ADJ
fis-4789	19	4	hand	hand	NOUN
fis-4789	19	5	,	,	PUNCT
fis-4789	19	6	ai	ai	VERB
fis-4789	19	7	,	,	PUNCT
fis-4789	19	8	which	which	PRON
fis-4789	19	9	found	find	VERB
fis-4789	19	10	early	early	ADJ
fis-4789	19	11	success	success	NOUN
fis-4789	19	12	in	in	ADP
fis-4789	19	13	fields	field	NOUN
fis-4789	19	14	like	like	ADP
fis-4789	19	15	robotics	robotic	NOUN
fis-4789	19	16	and	and	CCONJ
fis-4789	19	17	data	datum	NOUN
fis-4789	19	18	mining	mining	NOUN
fis-4789	20	1	[	[	X
fis-4789	20	2	10	10	NUM
fis-4789	20	3	]	]	PUNCT
fis-4789	20	4	,	,	PUNCT
fis-4789	20	5	has	have	AUX
fis-4789	20	6	gained	gain	VERB
fis-4789	20	7	traction	traction	NOUN
fis-4789	20	8	in	in	ADP
fis-4789	20	9	civil	civil	ADJ
fis-4789	20	10	engineering	engineering	NOUN
fis-4789	20	11	[	[	X
fis-4789	20	12	11	11	NUM
fis-4789	20	13	]	]	PUNCT
fis-4789	20	14	,	,	PUNCT
fis-4789	20	15	offering	offer	VERB
fis-4789	20	16	knowledge	knowledge	NOUN
fis-4789	20	17	-	-	PUNCT
fis-4789	20	18	based	base	VERB
fis-4789	20	19	systems	system	NOUN
fis-4789	20	20	,	,	PUNCT
fis-4789	20	21	fuzzy	fuzzy	ADJ
fis-4789	20	22	logic	logic	NOUN
fis-4789	20	23	algorithms	algorithm	NOUN
fis-4789	20	24	,	,	PUNCT
fis-4789	20	25	and	and	CCONJ
fis-4789	20	26	artificial	artificial	ADJ
fis-4789	20	27	neural	neural	ADJ
fis-4789	20	28	networks	network	NOUN
fis-4789	20	29	(	(	PUNCT
fis-4789	20	30	anns	anns	PROPN
fis-4789	20	31	)	)	PUNCT
fis-4789	21	1	[	[	X
fis-4789	21	2	12,13	12,13	NUM
fis-4789	21	3	]	]	PUNCT
fis-4789	21	4	.	.	PUNCT
fis-4789	22	1	ml	ml	NOUN
fis-4789	22	2	,	,	PUNCT
fis-4789	22	3	a	a	DET
fis-4789	22	4	subset	subset	NOUN
fis-4789	22	5	of	of	ADP
fis-4789	22	6	ai	ai	NOUN
fis-4789	22	7	,	,	PUNCT
fis-4789	22	8	is	be	AUX
fis-4789	22	9	also	also	ADV
fis-4789	22	10	increasingly	increasingly	ADV
fis-4789	22	11	adopted	adopt	VERB
fis-4789	22	12	,	,	PUNCT
fis-4789	22	13	enhancing	enhance	VERB
fis-4789	22	14	accuracy	accuracy	NOUN
fis-4789	22	15	by	by	ADP
fis-4789	22	16	understanding	understand	VERB
fis-4789	22	17	data	datum	NOUN
fis-4789	22	18	structures	structure	NOUN
fis-4789	22	19	and	and	CCONJ
fis-4789	22	20	fitting	fit	VERB
fis-4789	22	21	them	they	PRON
fis-4789	22	22	into	into	ADP
fis-4789	22	23	models	model	NOUN
fis-4789	22	24	.	.	PUNCT
fis-4789	23	1	this	this	DET
fis-4789	23	2	review	review	NOUN
fis-4789	23	3	focuses	focus	VERB
fis-4789	23	4	on	on	ADP
fis-4789	23	5	the	the	DET
fis-4789	23	6	increasing	increase	VERB
fis-4789	23	7	integration	integration	NOUN
fis-4789	23	8	of	of	ADP
fis-4789	23	9	machine	machine	NOUN
fis-4789	23	10	learning	learning	NOUN
fis-4789	23	11	and	and	CCONJ
fis-4789	23	12	soft	soft	ADJ
fis-4789	23	13	computing	computing	NOUN
fis-4789	23	14	in	in	ADP
fis-4789	23	15	civil	civil	ADJ
fis-4789	23	16	engineering	engineering	NOUN
fis-4789	23	17	,	,	PUNCT
fis-4789	23	18	specifically	specifically	ADV
fis-4789	23	19	emphasizing	emphasize	VERB
fis-4789	23	20	energy	energy	NOUN
fis-4789	23	21	efficiency	efficiency	NOUN
fis-4789	23	22	and	and	CCONJ
fis-4789	23	23	cost	cost	NOUN
fis-4789	23	24	-	-	PUNCT
fis-4789	23	25	effectiveness	effectiveness	NOUN
fis-4789	23	26	.	.	PUNCT
fis-4789	24	1	it	it	PRON
fis-4789	24	2	introduces	introduce	VERB
fis-4789	24	3	this	this	DET
fis-4789	24	4	emerging	emerge	VERB
fis-4789	24	5	trend	trend	NOUN
fis-4789	24	6	and	and	CCONJ
fis-4789	24	7	highlights	highlight	NOUN
fis-4789	24	8	its	its	PRON
fis-4789	24	9	significance	significance	NOUN
fis-4789	24	10	in	in	ADP
fis-4789	24	11	addressing	address	VERB
fis-4789	24	12	contemporary	contemporary	ADJ
fis-4789	24	13	challenges	challenge	NOUN
fis-4789	24	14	.	.	PUNCT
fis-4789	25	1	the	the	DET
fis-4789	25	2	section	section	NOUN
fis-4789	25	3	on	on	ADP
fis-4789	25	4	machine	machine	NOUN
fis-4789	25	5	learning	learning	NOUN
fis-4789	25	6	explains	explain	VERB
fis-4789	25	7	its	its	PRON
fis-4789	25	8	core	core	ADJ
fis-4789	25	9	principles	principle	NOUN
fis-4789	25	10	and	and	CCONJ
fis-4789	25	11	applicability	applicability	NOUN
fis-4789	25	12	in	in	ADP
fis-4789	25	13	civil	civil	ADJ
fis-4789	25	14	engineering	engineering	NOUN
fis-4789	25	15	contexts	context	NOUN
fis-4789	25	16	,	,	PUNCT
fis-4789	25	17	including	include	VERB
fis-4789	25	18	optimization	optimization	NOUN
fis-4789	25	19	and	and	CCONJ
fis-4789	25	20	predictive	predictive	ADJ
fis-4789	25	21	analysis	analysis	NOUN
fis-4789	25	22	.	.	PUNCT
fis-4789	26	1	the	the	DET
fis-4789	26	2	review	review	NOUN
fis-4789	26	3	explores	explore	VERB
fis-4789	26	4	the	the	DET
fis-4789	26	5	role	role	NOUN
fis-4789	26	6	of	of	ADP
fis-4789	26	7	ml	ml	NOUN
fis-4789	26	8	in	in	ADP
fis-4789	26	9	shm	shm	NOUN
fis-4789	26	10	for	for	ADP
fis-4789	26	11	concrete	concrete	ADJ
fis-4789	26	12	structures	structure	NOUN
fis-4789	26	13	and	and	CCONJ
fis-4789	26	14	its	its	PRON
fis-4789	26	15	synergy	synergy	NOUN
fis-4789	26	16	.	.	PUNCT
fis-4789	27	1	the	the	DET
fis-4789	27	2	critical	critical	ADJ
fis-4789	27	3	analysis	analysis	NOUN
fis-4789	27	4	section	section	NOUN
fis-4789	27	5	delves	delf	NOUN
fis-4789	27	6	into	into	ADP
fis-4789	27	7	practical	practical	ADJ
fis-4789	27	8	issues	issue	NOUN
fis-4789	27	9	and	and	CCONJ
fis-4789	27	10	challenges	challenge	NOUN
fis-4789	27	11	when	when	SCONJ
fis-4789	27	12	implementing	implement	VERB
fis-4789	27	13	these	these	DET
fis-4789	27	14	techniques	technique	NOUN
fis-4789	27	15	,	,	PUNCT
fis-4789	27	16	offering	offer	VERB
fis-4789	27	17	insights	insight	NOUN
fis-4789	27	18	into	into	ADP
fis-4789	27	19	real	real	ADJ
fis-4789	27	20	-	-	PUNCT
fis-4789	27	21	world	world	NOUN
fis-4789	27	22	applications	application	NOUN
fis-4789	27	23	.	.	PUNCT
fis-4789	28	1	investigations	investigation	NOUN
fis-4789	28	2	are	be	AUX
fis-4789	28	3	categorized	categorize	VERB
fis-4789	28	4	based	base	VERB
fis-4789	28	5	on	on	ADP
fis-4789	28	6	concrete	concrete	ADJ
fis-4789	28	7	types	type	NOUN
fis-4789	28	8	,	,	PUNCT
fis-4789	28	9	structure	structure	NOUN
fis-4789	28	10	types	type	NOUN
fis-4789	28	11	,	,	PUNCT
fis-4789	28	12	and	and	CCONJ
fis-4789	28	13	investigation	investigation	NOUN
fis-4789	28	14	methodologies	methodology	NOUN
fis-4789	28	15	.	.	PUNCT
fis-4789	29	1	in	in	ADP
fis-4789	29	2	conclusion	conclusion	NOUN
fis-4789	29	3	,	,	PUNCT
fis-4789	29	4	the	the	DET
fis-4789	29	5	review	review	NOUN
fis-4789	29	6	concisely	concisely	ADV
fis-4789	29	7	summarizes	summarize	VERB
fis-4789	29	8	its	its	PRON
fis-4789	29	9	implications	implication	NOUN
fis-4789	29	10	for	for	ADP
fis-4789	29	11	promoting	promote	VERB
fis-4789	29	12	energy	energy	NOUN
fis-4789	29	13	-	-	PUNCT
fis-4789	29	14	efficient	efficient	ADJ
fis-4789	29	15	solutions	solution	NOUN
fis-4789	29	16	and	and	CCONJ
fis-4789	29	17	discusses	discuss	VERB
fis-4789	29	18	potential	potential	ADJ
fis-4789	29	19	future	future	ADJ
fis-4789	29	20	research	research	NOUN
fis-4789	29	21	directions	direction	NOUN
fis-4789	29	22	in	in	ADP
fis-4789	29	23	this	this	DET
fis-4789	29	24	dynamic	dynamic	ADJ
fis-4789	29	25	field	field	NOUN
fis-4789	29	26	.	.	PUNCT
fis-4789	30	1	machine	machine	NOUN
fis-4789	30	2	learning	learning	PROPN
fis-4789	30	3	l	l	PROPN
fis-4789	30	4	forms	form	VERB
fis-4789	30	5	the	the	DET
fis-4789	30	6	technological	technological	ADJ
fis-4789	30	7	foundation	foundation	NOUN
fis-4789	30	8	for	for	ADP
fis-4789	30	9	data	data	NOUN
fis-4789	30	10	mining	mining	NOUN
fis-4789	30	11	,	,	PUNCT
fis-4789	30	12	extracting	extract	VERB
fis-4789	30	13	implicit	implicit	ADJ
fis-4789	30	14	information	information	NOUN
fis-4789	30	15	from	from	ADP
fis-4789	30	16	data	datum	NOUN
fis-4789	30	17	[	[	X
fis-4789	30	18	14	14	NUM
fis-4789	30	19	]	]	PUNCT
fis-4789	30	20	.	.	PUNCT
fis-4789	31	1	while	while	SCONJ
fis-4789	31	2	ml	ml	PART
fis-4789	31	3	primarily	primarily	ADV
fis-4789	31	4	focuses	focus	VERB
fis-4789	31	5	on	on	ADP
fis-4789	31	6	prediction	prediction	NOUN
fis-4789	31	7	based	base	VERB
fis-4789	31	8	on	on	ADP
fis-4789	31	9	known	known	ADJ
fis-4789	31	10	features	feature	NOUN
fis-4789	31	11	from	from	ADP
fis-4789	31	12	training	training	NOUN
fis-4789	31	13	data	datum	NOUN
fis-4789	31	14	,	,	PUNCT
fis-4789	31	15	traditional	traditional	ADJ
fis-4789	31	16	regression	regression	NOUN
fis-4789	31	17	analysis	analysis	NOUN
fis-4789	31	18	on	on	ADP
fis-4789	31	19	experimental	experimental	ADJ
fis-4789	31	20	data	datum	NOUN
fis-4789	31	21	is	be	AUX
fis-4789	31	22	considered	consider	VERB
fis-4789	31	23	a	a	DET
fis-4789	31	24	rudimentary	rudimentary	ADJ
fis-4789	31	25	ml	ml	NOUN
fis-4789	31	26	application	application	NOUN
fis-4789	31	27	.	.	PUNCT
fis-4789	32	1	still	still	ADV
fis-4789	32	2	,	,	PUNCT
fis-4789	32	3	it	it	PRON
fis-4789	32	4	often	often	ADV
fis-4789	32	5	fails	fail	VERB
fis-4789	32	6	in	in	ADP
fis-4789	32	7	the	the	DET
fis-4789	32	8	discussed	discuss	VERB
fis-4789	32	9	context	context	NOUN
fis-4789	32	10	due	due	ADP
fis-4789	32	11	to	to	ADP
fis-4789	32	12	its	its	PRON
fis-4789	32	13	deviation	deviation	NOUN
fis-4789	32	14	from	from	ADP
fis-4789	32	15	structural	structural	ADJ
fis-4789	32	16	mechanics	mechanic	NOUN
fis-4789	32	17	principles	principle	NOUN
fis-4789	32	18	and	and	CCONJ
fis-4789	32	19	limited	limited	ADJ
fis-4789	32	20	applicability	applicability	NOUN
fis-4789	32	21	,	,	PUNCT
fis-4789	32	22	resulting	result	VERB
fis-4789	32	23	in	in	ADP
fis-4789	32	24	overfitting	overfitte	VERB
fis-4789	32	25	.	.	PUNCT
fis-4789	33	1	in	in	ADP
fis-4789	33	2	contrast	contrast	NOUN
fis-4789	33	3	,	,	PUNCT
fis-4789	33	4	the	the	DET
fis-4789	33	5	proposed	propose	VERB
fis-4789	33	6	techniques	technique	NOUN
fis-4789	33	7	align	align	VERB
fis-4789	33	8	with	with	ADP
fis-4789	33	9	findings	finding	NOUN
fis-4789	33	10	from	from	ADP
fis-4789	33	11	structural	structural	ADJ
fis-4789	33	12	mechanics	mechanic	NOUN
fis-4789	33	13	investigations	investigation	NOUN
fis-4789	33	14	suitable	suitable	ADJ
fis-4789	33	15	for	for	ADP
fis-4789	33	16	code	code	NOUN
fis-4789	33	17	-	-	PUNCT
fis-4789	33	18	based	base	VERB
fis-4789	33	19	design	design	NOUN
fis-4789	33	20	,	,	PUNCT
fis-4789	33	21	offering	offer	VERB
fis-4789	33	22	a	a	DET
fis-4789	33	23	wealth	wealth	NOUN
fis-4789	33	24	of	of	ADP
fis-4789	33	25	universally	universally	ADV
fis-4789	33	26	accepted	accept	VERB
fis-4789	33	27	,	,	PUNCT
fis-4789	33	28	large	large	ADJ
fis-4789	33	29	-	-	PUNCT
fis-4789	33	30	scale	scale	NOUN
fis-4789	33	31	data	datum	NOUN
fis-4789	33	32	ideal	ideal	NOUN
fis-4789	33	33	for	for	ADP
fis-4789	33	34	modern	modern	ADJ
fis-4789	33	35	data	datum	NOUN
fis-4789	33	36	mining	mining	NOUN
fis-4789	33	37	.	.	PUNCT
fis-4789	34	1	though	though	SCONJ
fis-4789	34	2	their	their	PRON
fis-4789	34	3	inner	inner	ADJ
fis-4789	34	4	workings	working	NOUN
fis-4789	34	5	remain	remain	VERB
fis-4789	34	6	mysterious	mysterious	ADJ
fis-4789	34	7	,	,	PUNCT
fis-4789	34	8	these	these	DET
fis-4789	34	9	techniques	technique	NOUN
fis-4789	34	10	can	can	AUX
fis-4789	34	11	be	be	AUX
fis-4789	34	12	validated	validate	VERB
fis-4789	34	13	using	use	VERB
fis-4789	34	14	equilibrium	equilibrium	NOUN
fis-4789	34	15	equations	equation	NOUN
fis-4789	34	16	and	and	CCONJ
fis-4789	34	17	structural	structural	ADJ
fis-4789	34	18	mechanics	mechanic	NOUN
fis-4789	34	19	concepts	concept	NOUN
fis-4789	34	20	,	,	PUNCT
fis-4789	34	21	broadening	broaden	VERB
fis-4789	34	22	their	their	PRON
fis-4789	34	23	potential	potential	ADJ
fis-4789	34	24	audience	audience	NOUN
fis-4789	34	25	to	to	ADP
fis-4789	34	26	practical	practical	ADJ
fis-4789	34	27	engineers	engineer	NOUN
fis-4789	34	28	and	and	CCONJ
fis-4789	34	29	academics	academic	NOUN
fis-4789	34	30	.	.	PUNCT
fis-4789	35	1	ml	ml	NOUN
fis-4789	35	2	tools	tool	NOUN
fis-4789	35	3	are	be	AUX
fis-4789	35	4	provided	provide	VERB
fis-4789	35	5	to	to	PART
fis-4789	35	6	enhance	enhance	VERB
fis-4789	35	7	shm	shm	NOUN
fis-4789	35	8	system	system	NOUN
fis-4789	35	9	capabilities	capability	NOUN
fis-4789	35	10	and	and	CCONJ
fis-4789	35	11	offer	offer	VERB
fis-4789	35	12	innovative	innovative	ADJ
fis-4789	35	13	solutions	solution	NOUN
fis-4789	35	14	.	.	PUNCT
fis-4789	36	1	this	this	DET
fis-4789	36	2	review	review	NOUN
fis-4789	36	3	aims	aim	VERB
fis-4789	36	4	to	to	PART
fis-4789	36	5	clarify	clarify	VERB
fis-4789	36	6	the	the	DET
fis-4789	36	7	boundaries	boundary	NOUN
fis-4789	36	8	of	of	ADP
fis-4789	36	9	ml	ml	NOUN
fis-4789	36	10	relevant	relevant	ADJ
fis-4789	36	11	to	to	ADP
fis-4789	36	12	contemporary	contemporary	ADJ
fis-4789	36	13	shm	shm	NOUN
fis-4789	36	14	systems	system	NOUN
fis-4789	36	15	,	,	PUNCT
fis-4789	36	16	thoroughly	thoroughly	ADV
fis-4789	36	17	examining	examine	VERB
fis-4789	36	18	ml	ml	ADP
fis-4789	36	19	pipelines	pipeline	NOUN
fis-4789	36	20	and	and	CCONJ
fis-4789	36	21	providing	provide	VERB
fis-4789	36	22	summary	summary	NOUN
fis-4789	36	23	tables	table	NOUN
fis-4789	36	24	and	and	CCONJ
fis-4789	36	25	figures	figure	NOUN
fis-4789	36	26	of	of	ADP
fis-4789	36	27	popular	popular	ADJ
fis-4789	36	28	techniques	technique	NOUN
fis-4789	36	29	and	and	CCONJ
fis-4789	36	30	algorithms	algorithm	NOUN
fis-4789	36	31	.	.	PUNCT
fis-4789	37	1	the	the	DET
fis-4789	37	2	future	future	NOUN
fis-4789	37	3	of	of	ADP
fis-4789	37	4	shm	shm	NOUN
fis-4789	37	5	systems	system	NOUN
fis-4789	37	6	involves	involve	VERB
fis-4789	37	7	extensive	extensive	ADJ
fis-4789	37	8	sensing	sensing	NOUN
fis-4789	37	9	and	and	CCONJ
fis-4789	37	10	big	big	ADJ
fis-4789	37	11	data	datum	NOUN
fis-4789	37	12	processing	processing	NOUN
fis-4789	37	13	in	in	ADP
fis-4789	37	14	infrastructure	infrastructure	NOUN
fis-4789	37	15	[	[	X
fis-4789	37	16	15	15	NUM
fis-4789	37	17	]	]	PUNCT
fis-4789	37	18	.	.	PUNCT
fis-4789	38	1	more	more	ADJ
fis-4789	38	2	in	in	ADP
fis-4789	38	3	-	-	PUNCT
fis-4789	38	4	depth	depth	NOUN
fis-4789	38	5	discussions	discussion	NOUN
fis-4789	38	6	can	can	AUX
fis-4789	38	7	be	be	AUX
fis-4789	38	8	found	find	VERB
fis-4789	38	9	in	in	ADP
fis-4789	38	10	critical	critical	ADJ
fis-4789	38	11	references	reference	NOUN
fis-4789	38	12	[	[	X
fis-4789	38	13	16	16	NUM
fis-4789	38	14	]	]	PUNCT
fis-4789	38	15	,	,	PUNCT
fis-4789	38	16	and	and	CCONJ
fis-4789	38	17	miorelli	miorelli	PROPN
fis-4789	38	18	et	et	PROPN
fis-4789	38	19	al	al	PROPN
fis-4789	38	20	.	.	PUNCT
fis-4789	39	1	[	[	X
fis-4789	39	2	17	17	NUM
fis-4789	39	3	]	]	PUNCT
fis-4789	39	4	comprehensively	comprehensively	ADV
fis-4789	39	5	discussed	discuss	VERB
fis-4789	39	6	managed	manage	VERB
fis-4789	39	7	learning	learning	NOUN
fis-4789	39	8	methods	method	NOUN
fis-4789	39	9	for	for	ADP
fis-4789	39	10	classification	classification	NOUN
fis-4789	39	11	and	and	CCONJ
fis-4789	39	12	regression	regression	NOUN
fis-4789	39	13	applied	apply	VERB
fis-4789	39	14	to	to	ADP
fis-4789	39	15	shm	shm	NOUN
fis-4789	39	16	issues	issue	NOUN
fis-4789	39	17	(	(	PUNCT
fis-4789	39	18	fig	fig	NOUN
fis-4789	39	19	.	.	PUNCT
fis-4789	39	20	1	1	NUM
fis-4789	39	21	)	)	PUNCT
fis-4789	39	22	.	.	PUNCT
fis-4789	40	1	the	the	DET
fis-4789	40	2	system	system	NOUN
fis-4789	40	3	effectively	effectively	ADV
fis-4789	40	4	combines	combine	VERB
fis-4789	40	5	physics	physics	NOUN
fis-4789	40	6	-	-	PUNCT
fis-4789	40	7	based	base	VERB
fis-4789	40	8	and	and	CCONJ
fis-4789	40	9	data	data	NOUN
fis-4789	40	10	-	-	PUNCT
fis-4789	40	11	driven	drive	VERB
fis-4789	40	12	approaches	approach	NOUN
fis-4789	40	13	by	by	ADP
fis-4789	40	14	generating	generate	VERB
fis-4789	40	15	various	various	ADJ
fis-4789	40	16	training	training	NOUN
fis-4789	40	17	datasets	dataset	NOUN
fis-4789	40	18	from	from	ADP
fis-4789	40	19	a	a	DET
fis-4789	40	20	calibrated	calibrate	VERB
fis-4789	40	21	fe	fe	NOUN
fis-4789	40	22	model	model	NOUN
fis-4789	40	23	,	,	PUNCT
fis-4789	40	24	conducting	conduct	VERB
fis-4789	40	25	pretraining	pretraine	VERB
fis-4789	40	26	on	on	ADP
fis-4789	40	27	a	a	DET
fis-4789	40	28	deep	deep	ADJ
fis-4789	40	29	learning	learning	NOUN
fis-4789	40	30	(	(	PUNCT
fis-4789	40	31	dl	dl	NOUN
fis-4789	40	32	)	)	PUNCT
fis-4789	40	33	network	network	NOUN
fis-4789	40	34	,	,	PUNCT
fis-4789	40	35	and	and	CCONJ
fis-4789	40	36	transferring	transfer	VERB
fis-4789	40	37	its	its	PRON
fis-4789	40	38	learned	learn	VERB
fis-4789	40	39	knowledge	knowledge	NOUN
fis-4789	40	40	to	to	ADP
fis-4789	40	41	real	real	ADJ
fis-4789	40	42	-	-	PUNCT
fis-4789	40	43	world	world	NOUN
fis-4789	40	44	monitoring	monitoring	NOUN
fis-4789	40	45	and	and	CCONJ
fis-4789	40	46	testing	testing	NOUN
fis-4789	40	47	scenarios	scenario	NOUN
fis-4789	40	48	.	.	PUNCT
fis-4789	41	1	its	its	PRON
fis-4789	41	2	efficacy	efficacy	NOUN
fis-4789	41	3	is	be	AUX
fis-4789	41	4	demonstrated	demonstrate	VERB
fis-4789	41	5	in	in	ADP
fis-4789	41	6	a	a	DET
fis-4789	41	7	challenging	challenging	ADJ
fis-4789	41	8	scenario	scenario	NOUN
fis-4789	41	9	involving	involve	VERB
fis-4789	41	10	the	the	DET
fis-4789	41	11	vibrationbased	vibrationbased	ADJ
fis-4789	41	12	identification	identification	NOUN
fis-4789	41	13	of	of	ADP
fis-4789	41	14	conditions	condition	NOUN
fis-4789	41	15	in	in	ADP
fis-4789	41	16	steel	steel	NOUN
fis-4789	41	17	frame	frame	NOUN
fis-4789	41	18	structures	structure	NOUN
fis-4789	41	19	with	with	ADP
fis-4789	41	20	bolted	bolt	VERB
fis-4789	41	21	connection	connection	NOUN
fis-4789	41	22	damage	damage	NOUN
fis-4789	41	23	.	.	PUNCT
fis-4789	42	1	the	the	DET
fis-4789	42	2	findings	finding	NOUN
fis-4789	42	3	indicate	indicate	VERB
fis-4789	42	4	that	that	SCONJ
fis-4789	42	5	despite	despite	SCONJ
fis-4789	42	6	the	the	DET
fis-4789	42	7	training	training	NOUN
fis-4789	42	8	data	datum	NOUN
fis-4789	42	9	originating	originate	VERB
fis-4789	42	10	from	from	ADP
fis-4789	42	11	a	a	DET
fis-4789	42	12	different	different	ADJ
fis-4789	42	13	domain	domain	NOUN
fis-4789	42	14	with	with	ADP
fis-4789	42	15	distinct	distinct	ADJ
fis-4789	42	16	label	label	NOUN
fis-4789	42	17	types	type	NOUN
fis-4789	42	18	,	,	PUNCT
fis-4789	42	19	the	the	DET
fis-4789	42	20	pretraining	pretraine	VERB
fis-4789	42	21	process	process	NOUN
fis-4789	42	22	enables	enable	VERB
fis-4789	42	23	learning	learn	VERB
fis-4789	42	24	intrinsic	intrinsic	ADJ
fis-4789	42	25	physics	physic	NOUN
fis-4789	42	26	.	.	PUNCT
fis-4789	43	1	as	as	ADP
fis-4789	43	2	a	a	DET
fis-4789	43	3	result	result	NOUN
fis-4789	43	4	,	,	PUNCT
fis-4789	43	5	transfer	transfer	NOUN
fis-4789	43	6	learning	learning	NOUN
fis-4789	43	7	yields	yield	NOUN
fis-4789	43	8	noticeable	noticeable	ADJ
fis-4789	43	9	enhancements	enhancement	NOUN
fis-4789	43	10	,	,	PUNCT
fis-4789	43	11	with	with	ADP
fis-4789	43	12	the	the	DET
fis-4789	43	13	accuracy	accuracy	NOUN
fis-4789	43	14	of	of	ADP
fis-4789	43	15	condition	condition	NOUN
fis-4789	43	16	identification	identification	NOUN
fis-4789	43	17	improving	improve	VERB
fis-4789	43	18	from	from	ADP
fis-4789	43	19	81.8	81.8	NUM
fis-4789	43	20	%	%	NOUN
fis-4789	43	21	to	to	ADP
fis-4789	43	22	89.1	89.1	NUM
fis-4789	43	23	%	%	NOUN
fis-4789	43	24	[	[	X
fis-4789	43	25	18	18	NUM
fis-4789	43	26	]	]	PUNCT
fis-4789	43	27	.	.	PUNCT
fis-4789	44	1	similarly	similarly	ADV
fis-4789	44	2	,	,	PUNCT
fis-4789	44	3	for	for	ADP
fis-4789	44	4	accessing	access	VERB
fis-4789	44	5	the	the	DET
fis-4789	44	6	health	health	NOUN
fis-4789	44	7	state	state	NOUN
fis-4789	44	8	of	of	ADP
fis-4789	44	9	another	another	DET
fis-4789	44	10	frame	frame	NOUN
fis-4789	44	11	structure	structure	NOUN
fis-4789	44	12	,	,	PUNCT
fis-4789	44	13	the	the	DET
fis-4789	44	14	comparative	comparative	ADJ
fis-4789	44	15	m	m	VERB
fis-4789	44	16	m	m	VERB
fis-4789	44	17	a.	a.	NOUN
fis-4789	44	18	anjum	anjum	PROPN
fis-4789	44	19	et	et	PROPN
fis-4789	44	20	alii	alii	PROPN
fis-4789	44	21	,	,	PUNCT
fis-4789	44	22	frattura	frattura	PROPN
fis-4789	44	23	ed	ed	PROPN
fis-4789	44	24	integrità	integrità	PROPN
fis-4789	44	25	strutturale	strutturale	PROPN
fis-4789	44	26	,	,	PUNCT
fis-4789	44	27	69	69	NUM
fis-4789	44	28	(	(	PUNCT
fis-4789	44	29	2024	2024	NUM
fis-4789	44	30	)	)	PUNCT
fis-4789	44	31	43	43	NUM
fis-4789	44	32	-	-	SYM
fis-4789	44	33	59	59	NUM
fis-4789	44	34	;	;	PUNCT
fis-4789	44	35	doi	doi	NOUN
fis-4789	44	36	:	:	PUNCT
fis-4789	44	37	10.3221	10.3221	NUM
fis-4789	44	38	/	/	SYM
fis-4789	44	39	igf	igf	NOUN
fis-4789	44	40	-	-	PUNCT
fis-4789	44	41	esis.69.04	esis.69.04	NOUN
fis-4789	44	42	45	45	NUM
fis-4789	44	43	and	and	CCONJ
fis-4789	44	44	robustness	robustness	NOUN
fis-4789	44	45	evaluations	evaluation	NOUN
fis-4789	44	46	are	be	AUX
fis-4789	44	47	conducted	conduct	VERB
fis-4789	44	48	,	,	PUNCT
fis-4789	44	49	illustrating	illustrate	VERB
fis-4789	44	50	that	that	SCONJ
fis-4789	44	51	the	the	DET
fis-4789	44	52	proposed	propose	VERB
fis-4789	44	53	method	method	NOUN
fis-4789	44	54	surpasses	surpass	VERB
fis-4789	44	55	several	several	ADJ
fis-4789	44	56	machine	machine	NOUN
fis-4789	44	57	learning	learning	NOUN
fis-4789	44	58	and	and	CCONJ
fis-4789	44	59	deep	deep	ADJ
fis-4789	44	60	learning	learning	NOUN
fis-4789	44	61	-	-	PUNCT
fis-4789	44	62	based	base	VERB
fis-4789	44	63	techniques	technique	NOUN
fis-4789	44	64	such	such	ADJ
fis-4789	44	65	as	as	ADP
fis-4789	44	66	time	time	NOUN
fis-4789	44	67	-	-	PUNCT
fis-4789	44	68	series	series	NOUN
fis-4789	44	69	feature	feature	NOUN
fis-4789	44	70	extractions	extraction	NOUN
fis-4789	44	71	,	,	PUNCT
fis-4789	44	72	self	self	NOUN
fis-4789	44	73	-	-	PUNCT
fis-4789	44	74	learning	learning	NOUN
fis-4789	44	75	,	,	PUNCT
fis-4789	44	76	graph	graph	NOUN
fis-4789	44	77	neural	neural	ADJ
fis-4789	44	78	network	network	NOUN
fis-4789	44	79	,	,	PUNCT
fis-4789	44	80	and	and	CCONJ
fis-4789	44	81	machine	machine	NOUN
fis-4789	44	82	learning	learn	VERB
fis-4789	44	83	algorithms	algorithm	NOUN
fis-4789	44	84	in	in	ADP
fis-4789	44	85	terms	term	NOUN
fis-4789	44	86	of	of	ADP
fis-4789	44	87	accuracy	accuracy	NOUN
fis-4789	44	88	and	and	CCONJ
fis-4789	44	89	resilience	resilience	NOUN
fis-4789	44	90	to	to	PART
fis-4789	44	91	noise	noise	VERB
fis-4789	44	92	and	and	CCONJ
fis-4789	44	93	missing	miss	VERB
fis-4789	44	94	data	datum	NOUN
fis-4789	44	95	[	[	X
fis-4789	44	96	19	19	NUM
fis-4789	44	97	]	]	PUNCT
fis-4789	44	98	.	.	PUNCT
fis-4789	45	1	the	the	DET
fis-4789	45	2	project	project	NOUN
fis-4789	45	3	centers	center	VERB
fis-4789	45	4	on	on	ADP
fis-4789	45	5	creating	create	VERB
fis-4789	45	6	a	a	DET
fis-4789	45	7	realtime	realtime	ADJ
fis-4789	45	8	prediction	prediction	NOUN
fis-4789	45	9	model	model	NOUN
fis-4789	45	10	for	for	ADP
fis-4789	45	11	structural	structural	ADJ
fis-4789	45	12	health	health	NOUN
fis-4789	45	13	monitoring	monitoring	NOUN
fis-4789	45	14	in	in	ADP
fis-4789	45	15	case	case	NOUN
fis-4789	45	16	of	of	ADP
fis-4789	45	17	shield	shield	NOUN
fis-4789	45	18	tunnel	tunnel	NOUN
fis-4789	45	19	structures	structure	NOUN
fis-4789	45	20	.	.	PUNCT
fis-4789	46	1	this	this	DET
fis-4789	46	2	model	model	NOUN
fis-4789	46	3	incorporates	incorporate	VERB
fis-4789	46	4	spatial	spatial	ADJ
fis-4789	46	5	and	and	CCONJ
fis-4789	46	6	temporal	temporal	ADJ
fis-4789	46	7	correlations	correlation	NOUN
fis-4789	46	8	and	and	CCONJ
fis-4789	46	9	external	external	ADJ
fis-4789	46	10	load	load	NOUN
fis-4789	46	11	data	datum	NOUN
fis-4789	46	12	through	through	ADP
fis-4789	46	13	an	an	DET
fis-4789	46	14	autoencoder	autoencoder	NOUN
fis-4789	46	15	network	network	NOUN
fis-4789	46	16	(	(	PUNCT
fis-4789	46	17	atenet	atenet	NOUN
fis-4789	46	18	)	)	PUNCT
fis-4789	46	19	using	use	VERB
fis-4789	46	20	shm	shm	NOUN
fis-4789	46	21	data	datum	NOUN
fis-4789	46	22	.	.	PUNCT
fis-4789	47	1	the	the	DET
fis-4789	47	2	autoencoder	autoencoder	NOUN
fis-4789	47	3	mechanism	mechanism	NOUN
fis-4789	47	4	processes	process	VERB
fis-4789	47	5	raw	raw	ADJ
fis-4789	47	6	monitoring	monitoring	NOUN
fis-4789	47	7	data	datum	NOUN
fis-4789	47	8	from	from	ADP
fis-4789	47	9	various	various	ADJ
fis-4789	47	10	spatial	spatial	ADJ
fis-4789	47	11	positions	position	NOUN
fis-4789	47	12	to	to	PART
fis-4789	47	13	obtain	obtain	VERB
fis-4789	47	14	high	high	ADJ
fis-4789	47	15	-	-	PUNCT
fis-4789	47	16	level	level	NOUN
fis-4789	47	17	representations	representation	NOUN
fis-4789	47	18	.	.	PUNCT
fis-4789	48	1	a	a	DET
fis-4789	48	2	recurrent	recurrent	ADJ
fis-4789	48	3	neural	neural	ADJ
fis-4789	48	4	network	network	NOUN
fis-4789	48	5	is	be	AUX
fis-4789	48	6	also	also	ADV
fis-4789	48	7	utilized	utilize	VERB
fis-4789	48	8	to	to	PART
fis-4789	48	9	analyze	analyze	VERB
fis-4789	48	10	the	the	DET
fis-4789	48	11	temporal	temporal	ADJ
fis-4789	48	12	correlation	correlation	NOUN
fis-4789	48	13	within	within	ADP
fis-4789	48	14	the	the	DET
fis-4789	48	15	time	time	NOUN
fis-4789	48	16	series	series	PROPN
fis-4789	48	17	data	datum	NOUN
fis-4789	48	18	of	of	ADP
fis-4789	48	19	form	form	NOUN
fis-4789	48	20	[	[	X
fis-4789	48	21	20	20	NUM
fis-4789	48	22	]	]	PUNCT
fis-4789	48	23	.	.	PUNCT
fis-4789	49	1	moreover	moreover	ADV
fis-4789	49	2	,	,	PUNCT
fis-4789	49	3	four	four	NUM
fis-4789	49	4	classification	classification	NOUN
fis-4789	49	5	algorithms	algorithm	NOUN
fis-4789	49	6	for	for	ADP
fis-4789	49	7	shm	shm	NOUN
fis-4789	49	8	were	be	AUX
fis-4789	49	9	introduced	introduce	VERB
fis-4789	49	10	,	,	PUNCT
fis-4789	49	11	leveraging	leverage	VERB
fis-4789	49	12	the	the	DET
fis-4789	49	13	principles	principle	NOUN
fis-4789	49	14	of	of	ADP
fis-4789	49	15	the	the	DET
fis-4789	49	16	svm	svm	ADJ
fis-4789	49	17	algorithm	algorithm	NOUN
fis-4789	49	18	.	.	PUNCT
fis-4789	50	1	a	a	DET
fis-4789	50	2	laboratory	laboratory	NOUN
fis-4789	50	3	experiment	experiment	NOUN
fis-4789	50	4	on	on	ADP
fis-4789	50	5	a	a	DET
fis-4789	50	6	bridge	bridge	NOUN
fis-4789	50	7	structure	structure	NOUN
fis-4789	50	8	at	at	ADP
fis-4789	50	9	western	western	PROPN
fis-4789	50	10	sydney	sydney	PROPN
fis-4789	50	11	university	university	PROPN
fis-4789	50	12	aimed	aim	VERB
fis-4789	50	13	to	to	PART
fis-4789	50	14	validate	validate	VERB
fis-4789	50	15	these	these	DET
fis-4789	50	16	findings	finding	NOUN
fis-4789	50	17	.	.	PUNCT
fis-4789	51	1	the	the	DET
fis-4789	51	2	results	result	NOUN
fis-4789	51	3	were	be	AUX
fis-4789	51	4	then	then	ADV
fis-4789	51	5	compared	compare	VERB
fis-4789	51	6	with	with	ADP
fis-4789	51	7	those	those	PRON
fis-4789	51	8	of	of	ADP
fis-4789	51	9	the	the	DET
fis-4789	51	10	standard	standard	ADJ
fis-4789	51	11	svm	svm	NOUN
fis-4789	51	12	to	to	PART
fis-4789	51	13	assess	assess	VERB
fis-4789	51	14	the	the	DET
fis-4789	51	15	effectiveness	effectiveness	NOUN
fis-4789	51	16	of	of	ADP
fis-4789	51	17	the	the	DET
fis-4789	51	18	proposed	propose	VERB
fis-4789	51	19	algorithms	algorithm	NOUN
fis-4789	51	20	[	[	X
fis-4789	51	21	21	21	NUM
fis-4789	51	22	]	]	PUNCT
fis-4789	51	23	.	.	PUNCT
fis-4789	52	1	also	also	ADV
fis-4789	52	2	,	,	PUNCT
fis-4789	52	3	numerical	numerical	ADJ
fis-4789	52	4	data	data	PROPN
fis-4789	52	5	is	be	AUX
fis-4789	52	6	simulated	simulate	VERB
fis-4789	52	7	,	,	PUNCT
fis-4789	52	8	and	and	CCONJ
fis-4789	52	9	real	real	ADJ
fis-4789	52	10	-	-	PUNCT
fis-4789	52	11	world	world	NOUN
fis-4789	52	12	data	datum	NOUN
fis-4789	52	13	from	from	ADP
fis-4789	52	14	the	the	DET
fis-4789	52	15	kw51	kw51	PROPN
fis-4789	52	16	bridge	bridge	NOUN
fis-4789	52	17	is	be	AUX
fis-4789	52	18	utilized	utilize	VERB
fis-4789	52	19	to	to	PART
fis-4789	52	20	evaluate	evaluate	VERB
fis-4789	52	21	its	its	PRON
fis-4789	52	22	efficacy	efficacy	NOUN
fis-4789	52	23	.	.	PUNCT
fis-4789	53	1	a	a	DET
fis-4789	53	2	refined	refined	ADJ
fis-4789	53	3	approach	approach	NOUN
fis-4789	53	4	to	to	ADP
fis-4789	53	5	assessing	assess	VERB
fis-4789	53	6	damage	damage	NOUN
fis-4789	53	7	involves	involve	VERB
fis-4789	53	8	using	use	VERB
fis-4789	53	9	an	an	DET
fis-4789	53	10	exponentially	exponentially	ADV
fis-4789	53	11	weighted	weight	VERB
fis-4789	53	12	moving	move	VERB
fis-4789	53	13	average	average	ADJ
fis-4789	53	14	(	(	PUNCT
fis-4789	53	15	ewma	ewma	NOUN
fis-4789	53	16	)	)	PUNCT
fis-4789	53	17	filter	filter	NOUN
fis-4789	53	18	and	and	CCONJ
fis-4789	53	19	a	a	DET
fis-4789	53	20	control	control	NOUN
fis-4789	53	21	chart	chart	ADV
fis-4789	53	22	-	-	PUNCT
fis-4789	53	23	based	base	VERB
fis-4789	53	24	threshold	threshold	NOUN
fis-4789	53	25	mechanism	mechanism	NOUN
fis-4789	53	26	tools	tool	NOUN
fis-4789	53	27	to	to	PART
fis-4789	53	28	help	help	VERB
fis-4789	53	29	differentiate	differentiate	VERB
fis-4789	53	30	between	between	ADP
fis-4789	53	31	structures	structure	NOUN
fis-4789	53	32	in	in	ADP
fis-4789	53	33	good	good	ADJ
fis-4789	53	34	condition	condition	NOUN
fis-4789	53	35	and	and	CCONJ
fis-4789	53	36	those	those	PRON
fis-4789	53	37	experiencing	experience	VERB
fis-4789	53	38	gradual	gradual	ADJ
fis-4789	53	39	deterioration	deterioration	NOUN
fis-4789	53	40	.	.	PUNCT
fis-4789	54	1	this	this	DET
fis-4789	54	2	flexible	flexible	ADJ
fis-4789	54	3	method	method	NOUN
fis-4789	54	4	can	can	AUX
fis-4789	54	5	be	be	AUX
fis-4789	54	6	tailored	tailor	VERB
fis-4789	54	7	to	to	ADP
fis-4789	54	8	different	different	ADJ
fis-4789	54	9	monitoring	monitoring	NOUN
fis-4789	54	10	setups	setup	NOUN
fis-4789	54	11	and	and	CCONJ
fis-4789	54	12	environmental	environmental	ADJ
fis-4789	54	13	factors	factor	NOUN
fis-4789	54	14	.	.	PUNCT
fis-4789	55	1	it	it	PRON
fis-4789	55	2	remains	remain	VERB
fis-4789	55	3	reliable	reliable	ADJ
fis-4789	55	4	under	under	ADP
fis-4789	55	5	changing	change	VERB
fis-4789	55	6	operational	operational	ADJ
fis-4789	55	7	conditions	condition	NOUN
fis-4789	55	8	.	.	PUNCT
fis-4789	56	1	the	the	DET
fis-4789	56	2	findings	finding	NOUN
fis-4789	56	3	confirm	confirm	VERB
fis-4789	56	4	that	that	SCONJ
fis-4789	56	5	this	this	DET
fis-4789	56	6	approach	approach	NOUN
fis-4789	56	7	can	can	AUX
fis-4789	56	8	detect	detect	VERB
fis-4789	56	9	damage	damage	NOUN
fis-4789	56	10	effectively	effectively	ADV
fis-4789	56	11	even	even	ADV
fis-4789	56	12	with	with	ADP
fis-4789	56	13	a	a	DET
fis-4789	56	14	few	few	ADJ
fis-4789	56	15	sensors	sensor	NOUN
fis-4789	56	16	,	,	PUNCT
fis-4789	56	17	thus	thus	ADV
fis-4789	56	18	offering	offer	VERB
fis-4789	56	19	a	a	DET
fis-4789	56	20	valuable	valuable	ADJ
fis-4789	56	21	means	mean	NOUN
fis-4789	56	22	to	to	PART
fis-4789	56	23	improve	improve	VERB
fis-4789	56	24	bridge	bridge	NOUN
fis-4789	56	25	safety	safety	NOUN
fis-4789	56	26	[	[	X
fis-4789	56	27	22	22	NUM
fis-4789	56	28	]	]	PUNCT
fis-4789	56	29	.	.	PUNCT
fis-4789	57	1	a	a	DET
fis-4789	57	2	method	method	NOUN
fis-4789	57	3	for	for	ADP
fis-4789	57	4	multiclass	multiclass	ADJ
fis-4789	57	5	classification	classification	NOUN
fis-4789	57	6	of	of	ADP
fis-4789	57	7	acceleration	acceleration	NOUN
fis-4789	57	8	data	datum	NOUN
fis-4789	57	9	gathered	gather	VERB
fis-4789	57	10	from	from	ADP
fis-4789	57	11	an	an	DET
fis-4789	57	12	actual	actual	ADJ
fis-4789	57	13	bridge	bridge	NOUN
fis-4789	57	14	is	be	AUX
fis-4789	57	15	suggested	suggest	VERB
fis-4789	57	16	,	,	PUNCT
fis-4789	57	17	employing	employ	VERB
fis-4789	57	18	a	a	DET
fis-4789	57	19	recursive	recursive	ADJ
fis-4789	57	20	and	and	CCONJ
fis-4789	57	21	easily	easily	ADV
fis-4789	57	22	understandable	understandable	ADJ
fis-4789	57	23	decision	decision	NOUN
fis-4789	57	24	tree	tree	NOUN
fis-4789	57	25	framework	framework	NOUN
fis-4789	57	26	.	.	PUNCT
fis-4789	58	1	the	the	DET
fis-4789	58	2	feature	feature	NOUN
fis-4789	58	3	vectors	vector	NOUN
fis-4789	58	4	utilized	utilize	VERB
fis-4789	58	5	to	to	PART
fis-4789	58	6	train	train	VERB
fis-4789	58	7	the	the	DET
fis-4789	58	8	random	random	ADJ
fis-4789	58	9	forest	forest	NOUN
fis-4789	58	10	classifiers	classifier	NOUN
fis-4789	58	11	are	be	AUX
fis-4789	58	12	determined	determine	VERB
fis-4789	58	13	based	base	VERB
fis-4789	58	14	on	on	ADP
fis-4789	58	15	comparable	comparable	ADJ
fis-4789	58	16	statistical	statistical	ADJ
fis-4789	58	17	features	feature	NOUN
fis-4789	58	18	,	,	PUNCT
fis-4789	58	19	simplifying	simplify	VERB
fis-4789	58	20	the	the	DET
fis-4789	58	21	interpretation	interpretation	NOUN
fis-4789	58	22	of	of	ADP
fis-4789	58	23	the	the	DET
fis-4789	58	24	classifier	classifier	NOUN
fis-4789	58	25	models	model	NOUN
fis-4789	58	26	.	.	PUNCT
fis-4789	59	1	this	this	DET
fis-4789	59	2	proposed	propose	VERB
fis-4789	59	3	framework	framework	NOUN
fis-4789	59	4	demonstrates	demonstrate	VERB
fis-4789	59	5	an	an	DET
fis-4789	59	6	ability	ability	NOUN
fis-4789	59	7	to	to	PART
fis-4789	59	8	accurately	accurately	ADV
fis-4789	59	9	classify	classify	VERB
fis-4789	59	10	non	non	ADJ
fis-4789	59	11	-	-	ADJ
fis-4789	59	12	anomalous	anomalous	ADJ
fis-4789	59	13	(	(	PUNCT
fis-4789	59	14	i.e.	i.e.	X
fis-4789	59	15	,	,	PUNCT
fis-4789	59	16	normal	normal	ADJ
fis-4789	59	17	)	)	PUNCT
fis-4789	59	18	time	time	NOUN
fis-4789	59	19	series	series	NOUN
fis-4789	59	20	within	within	ADP
fis-4789	59	21	the	the	DET
fis-4789	59	22	test	test	NOUN
fis-4789	59	23	dataset	dataset	NOUN
fis-4789	59	24	,	,	PUNCT
fis-4789	59	25	achieving	achieve	VERB
fis-4789	59	26	an	an	DET
fis-4789	59	27	accuracy	accuracy	NOUN
fis-4789	59	28	of	of	ADP
fis-4789	59	29	98	98	NUM
fis-4789	59	30	%	%	NOUN
fis-4789	59	31	[	[	X
fis-4789	59	32	23	23	NUM
fis-4789	59	33	]	]	PUNCT
fis-4789	59	34	.	.	PUNCT
fis-4789	60	1	acoustic	acoustic	ADJ
fis-4789	60	2	emission	emission	NOUN
fis-4789	60	3	(	(	PUNCT
fis-4789	60	4	ae	ae	PROPN
fis-4789	60	5	)	)	PUNCT
fis-4789	60	6	simulates	simulate	VERB
fis-4789	60	7	events	event	NOUN
fis-4789	60	8	using	use	VERB
fis-4789	60	9	a	a	DET
fis-4789	60	10	pencil	pencil	NOUN
fis-4789	60	11	lead	lead	NOUN
fis-4789	60	12	break	break	NOUN
fis-4789	60	13	as	as	ADP
fis-4789	60	14	the	the	DET
fis-4789	60	15	source	source	NOUN
fis-4789	60	16	.	.	PUNCT
fis-4789	61	1	three	three	NUM
fis-4789	61	2	models	model	NOUN
fis-4789	61	3	,	,	PUNCT
fis-4789	61	4	including	include	VERB
fis-4789	61	5	ann	ann	PROPN
fis-4789	61	6	and	and	CCONJ
fis-4789	61	7	1d	1d	NUM
fis-4789	61	8	and	and	CCONJ
fis-4789	61	9	2d	2d	NOUN
fis-4789	61	10	convolutional	convolutional	ADJ
fis-4789	61	11	neural	neural	ADJ
fis-4789	61	12	networks	network	NOUN
fis-4789	61	13	,	,	PUNCT
fis-4789	61	14	are	be	AUX
fis-4789	61	15	trained	train	VERB
fis-4789	61	16	and	and	CCONJ
fis-4789	61	17	tested	test	VERB
fis-4789	61	18	with	with	ADP
fis-4789	61	19	ae	ae	PROPN
fis-4789	61	20	signals	signal	NOUN
fis-4789	61	21	generated	generate	VERB
fis-4789	61	22	by	by	ADP
fis-4789	61	23	pencil	pencil	NOUN
fis-4789	61	24	lead	lead	NOUN
fis-4789	61	25	break	break	NOUN
fis-4789	61	26	sources	source	NOUN
fis-4789	61	27	.	.	PUNCT
fis-4789	62	1	the	the	DET
fis-4789	62	2	intention	intention	NOUN
fis-4789	62	3	is	be	AUX
fis-4789	62	4	that	that	SCONJ
fis-4789	62	5	the	the	DET
fis-4789	62	6	dl	dl	PROPN
fis-4789	62	7	methodology	methodology	NOUN
fis-4789	62	8	outlined	outline	VERB
fis-4789	62	9	will	will	AUX
fis-4789	62	10	aid	aid	VERB
fis-4789	62	11	in	in	ADP
fis-4789	62	12	the	the	DET
fis-4789	62	13	creation	creation	NOUN
fis-4789	62	14	of	of	ADP
fis-4789	62	15	a	a	DET
fis-4789	62	16	real	real	ADJ
fis-4789	62	17	-	-	PUNCT
fis-4789	62	18	time	time	NOUN
fis-4789	62	19	monitoring	monitoring	NOUN
fis-4789	62	20	system	system	NOUN
fis-4789	62	21	for	for	ADP
fis-4789	62	22	rail	rail	NOUN
fis-4789	62	23	inspection	inspection	NOUN
fis-4789	62	24	utilizing	utilize	VERB
fis-4789	62	25	ae	ae	PROPN
fis-4789	63	1	[	[	X
fis-4789	63	2	24	24	NUM
fis-4789	63	3	]	]	PUNCT
fis-4789	63	4	.	.	PUNCT
fis-4789	64	1	the	the	DET
fis-4789	64	2	analysis	analysis	NOUN
fis-4789	64	3	focuses	focus	VERB
fis-4789	64	4	on	on	ADP
fis-4789	64	5	cnn	cnn	PROPN
fis-4789	64	6	-	-	PUNCT
fis-4789	64	7	segmentation	segmentation	NOUN
fis-4789	64	8	models	model	NOUN
fis-4789	64	9	trained	train	VERB
fis-4789	64	10	using	use	VERB
fis-4789	64	11	stochastic	stochastic	ADJ
fis-4789	64	12	gradient	gradient	ADJ
fis-4789	64	13	descent	descent	NOUN
fis-4789	64	14	(	(	PUNCT
fis-4789	64	15	sgd	sgd	NOUN
fis-4789	64	16	)	)	PUNCT
fis-4789	64	17	and	and	CCONJ
fis-4789	64	18	adaptive	adaptive	ADJ
fis-4789	64	19	moment	moment	NOUN
fis-4789	64	20	estimation	estimation	NOUN
fis-4789	64	21	.	.	PUNCT
fis-4789	65	1	these	these	DET
fis-4789	65	2	models	model	NOUN
fis-4789	65	3	are	be	AUX
fis-4789	65	4	trained	train	VERB
fis-4789	65	5	with	with	ADP
fis-4789	65	6	varying	vary	VERB
fis-4789	65	7	learning	learn	VERB
fis-4789	65	8	rates—0.1	rates—0.1	NOUN
fis-4789	65	9	,	,	PUNCT
fis-4789	65	10	0.01	0.01	NUM
fis-4789	65	11	,	,	PUNCT
fis-4789	65	12	and	and	CCONJ
fis-4789	65	13	0.0001	0.0001	NUM
fis-4789	65	14	—	—	PUNCT
fis-4789	65	15	and	and	CCONJ
fis-4789	65	16	evaluated	evaluate	VERB
fis-4789	65	17	across	across	ADP
fis-4789	65	18	multiple	multiple	ADJ
fis-4789	65	19	metrics	metric	NOUN
fis-4789	65	20	,	,	PUNCT
fis-4789	65	21	including	include	VERB
fis-4789	65	22	accuracy	accuracy	NOUN
fis-4789	65	23	,	,	PUNCT
fis-4789	65	24	intersection	intersection	NOUN
fis-4789	65	25	over	over	ADP
fis-4789	65	26	union	union	NOUN
fis-4789	65	27	,	,	PUNCT
fis-4789	65	28	precision	precision	NOUN
fis-4789	65	29	,	,	PUNCT
fis-4789	65	30	recall	recall	NOUN
fis-4789	65	31	,	,	PUNCT
fis-4789	65	32	and	and	CCONJ
fis-4789	65	33	f1	f1	NOUN
fis-4789	65	34	-	-	PUNCT
fis-4789	65	35	score	score	NOUN
fis-4789	65	36	for	for	ADP
fis-4789	65	37	concrete	concrete	ADJ
fis-4789	65	38	crack	crack	NOUN
fis-4789	65	39	detection	detection	NOUN
fis-4789	65	40	.	.	PUNCT
fis-4789	66	1	inceptionv3	inceptionv3	NOUN
fis-4789	66	2	emerges	emerge	VERB
fis-4789	66	3	as	as	ADP
fis-4789	66	4	the	the	DET
fis-4789	66	5	top	top	ADJ
fis-4789	66	6	performer	performer	NOUN
fis-4789	66	7	for	for	ADP
fis-4789	66	8	defect	defect	ADJ
fis-4789	66	9	classification	classification	NOUN
fis-4789	66	10	,	,	PUNCT
fis-4789	66	11	achieving	achieve	VERB
fis-4789	66	12	an	an	DET
fis-4789	66	13	accuracy	accuracy	NOUN
fis-4789	66	14	of	of	ADP
fis-4789	66	15	91.98	91.98	NUM
fis-4789	66	16	%	%	NOUN
fis-4789	66	17	when	when	SCONJ
fis-4789	66	18	utilizing	utilize	VERB
fis-4789	66	19	the	the	DET
fis-4789	66	20	rmsprop	rmsprop	NOUN
fis-4789	66	21	optimizer	optimizer	NOUN
fis-4789	66	22	.	.	PUNCT
fis-4789	67	1	specifically	specifically	ADV
fis-4789	67	2	,	,	PUNCT
fis-4789	67	3	the	the	DET
fis-4789	67	4	efficientnetb3	efficientnetb3	NOUN
fis-4789	67	5	-	-	PUNCT
fis-4789	67	6	based	base	VERB
fis-4789	67	7	u	u	NOUN
fis-4789	67	8	-	-	ADJ
fis-4789	67	9	net	net	ADJ
fis-4789	67	10	model	model	NOUN
fis-4789	67	11	stands	stand	VERB
fis-4789	67	12	out	out	ADP
fis-4789	67	13	for	for	ADP
fis-4789	67	14	crack	crack	NOUN
fis-4789	67	15	segmentation	segmentation	NOUN
fis-4789	67	16	,	,	PUNCT
fis-4789	67	17	boasting	boast	VERB
fis-4789	67	18	an	an	DET
fis-4789	67	19	impressive	impressive	ADJ
fis-4789	67	20	f1	f1	NOUN
fis-4789	67	21	score	score	NOUN
fis-4789	67	22	of	of	ADP
fis-4789	67	23	95.66	95.66	NUM
fis-4789	67	24	%	%	NOUN
fis-4789	67	25	.	.	PUNCT
fis-4789	68	1	meanwhile	meanwhile	ADV
fis-4789	68	2	,	,	PUNCT
fis-4789	68	3	the	the	DET
fis-4789	68	4	inceptionv3	inceptionv3	NOUN
fis-4789	68	5	-	-	PUNCT
fis-4789	68	6	based	base	VERB
fis-4789	68	7	u	u	NOUN
fis-4789	68	8	-	-	ADJ
fis-4789	68	9	net	net	ADJ
fis-4789	68	10	model	model	NOUN
fis-4789	68	11	excels	excel	VERB
fis-4789	68	12	in	in	ADP
fis-4789	68	13	spalling	spalle	VERB
fis-4789	68	14	segmentation	segmentation	NOUN
fis-4789	68	15	,	,	PUNCT
fis-4789	68	16	achieving	achieve	VERB
fis-4789	68	17	an	an	DET
fis-4789	68	18	f1	f1	ADJ
fis-4789	68	19	score	score	NOUN
fis-4789	68	20	of	of	ADP
fis-4789	68	21	89.43	89.43	NUM
fis-4789	68	22	%	%	NOUN
fis-4789	68	23	,	,	PUNCT
fis-4789	68	24	surpassing	surpass	VERB
fis-4789	68	25	the	the	DET
fis-4789	68	26	performance	performance	NOUN
fis-4789	68	27	of	of	ADP
fis-4789	68	28	all	all	DET
fis-4789	68	29	other	other	ADJ
fis-4789	68	30	algorithms	algorithm	NOUN
fis-4789	68	31	[	[	X
fis-4789	68	32	25	25	NUM
fis-4789	68	33	]	]	PUNCT
fis-4789	68	34	.	.	PUNCT
fis-4789	69	1	machine	machine	NOUN
fis-4789	69	2	learning	learn	VERB
fis-4789	69	3	in	in	ADP
fis-4789	69	4	civil	civil	ADJ
fis-4789	69	5	structures	structure	NOUN
fis-4789	69	6	applications	application	NOUN
fis-4789	69	7	over	over	ADP
fis-4789	69	8	the	the	DET
fis-4789	69	9	last	last	ADJ
fis-4789	69	10	five	five	NUM
fis-4789	69	11	years	year	NOUN
fis-4789	69	12	,	,	PUNCT
fis-4789	69	13	several	several	ADJ
fis-4789	69	14	studies	study	NOUN
fis-4789	69	15	have	have	AUX
fis-4789	69	16	been	be	AUX
fis-4789	69	17	reported	report	VERB
fis-4789	69	18	using	use	VERB
fis-4789	69	19	ml	ml	NOUN
fis-4789	69	20	algorithms	algorithm	NOUN
fis-4789	69	21	.	.	PUNCT
fis-4789	70	1	therefore	therefore	ADV
fis-4789	70	2	,	,	PUNCT
fis-4789	70	3	in	in	ADP
fis-4789	70	4	this	this	DET
fis-4789	70	5	section	section	NOUN
fis-4789	70	6	,	,	PUNCT
fis-4789	70	7	previous	previous	ADJ
fis-4789	70	8	work	work	NOUN
fis-4789	70	9	has	have	AUX
fis-4789	70	10	been	be	AUX
fis-4789	70	11	overviewed	overviewe	VERB
fis-4789	70	12	,	,	PUNCT
fis-4789	70	13	and	and	CCONJ
fis-4789	70	14	some	some	DET
fis-4789	70	15	information	information	NOUN
fis-4789	70	16	has	have	AUX
fis-4789	70	17	been	be	AUX
fis-4789	70	18	provided	provide	VERB
fis-4789	70	19	,	,	PUNCT
fis-4789	70	20	considering	consider	VERB
fis-4789	70	21	the	the	DET
fis-4789	70	22	objectives	objective	NOUN
fis-4789	70	23	,	,	PUNCT
fis-4789	70	24	methodologies	methodology	NOUN
fis-4789	70	25	,	,	PUNCT
fis-4789	70	26	outcomes	outcome	NOUN
fis-4789	70	27	,	,	PUNCT
fis-4789	70	28	and	and	CCONJ
fis-4789	70	29	challenges	challenge	NOUN
fis-4789	70	30	.	.	PUNCT
fis-4789	71	1	ml	ml	PROPN
fis-4789	71	2	was	be	AUX
fis-4789	71	3	used	use	VERB
fis-4789	71	4	to	to	PART
fis-4789	71	5	investigate	investigate	VERB
fis-4789	71	6	many	many	ADJ
fis-4789	71	7	purposes	purpose	NOUN
fis-4789	71	8	apart	apart	ADV
fis-4789	71	9	from	from	ADP
fis-4789	71	10	damage	damage	NOUN
fis-4789	71	11	detection	detection	NOUN
fis-4789	71	12	and	and	CCONJ
fis-4789	71	13	repair	repair	NOUN
fis-4789	71	14	studies	study	NOUN
fis-4789	71	15	.	.	PUNCT
fis-4789	72	1	the	the	DET
fis-4789	72	2	other	other	ADJ
fis-4789	72	3	purposes	purpose	NOUN
fis-4789	72	4	have	have	AUX
fis-4789	72	5	included	include	VERB
fis-4789	72	6	measuring	measure	VERB
fis-4789	72	7	the	the	DET
fis-4789	72	8	quality	quality	NOUN
fis-4789	72	9	,	,	PUNCT
fis-4789	72	10	strength	strength	NOUN
fis-4789	72	11	,	,	PUNCT
fis-4789	72	12	optimum	optimum	ADJ
fis-4789	72	13	size	size	NOUN
fis-4789	72	14	,	,	PUNCT
fis-4789	72	15	crack	crack	VERB
fis-4789	72	16	damages	damage	NOUN
fis-4789	72	17	,	,	PUNCT
fis-4789	72	18	optimum	optimum	ADJ
fis-4789	72	19	parameters	parameter	NOUN
fis-4789	72	20	,	,	PUNCT
fis-4789	72	21	mechanical	mechanical	ADJ
fis-4789	72	22	properties	property	NOUN
fis-4789	72	23	,	,	PUNCT
fis-4789	72	24	and	and	CCONJ
fis-4789	72	25	many	many	ADJ
fis-4789	72	26	other	other	ADJ
fis-4789	72	27	civil	civil	ADJ
fis-4789	72	28	structures	structure	NOUN
fis-4789	72	29	.	.	PUNCT
fis-4789	73	1	zhu	zhu	PROPN
fis-4789	73	2	and	and	CCONJ
fis-4789	73	3	brilakis	brilakis	PROPN
fis-4789	74	1	[	[	X
fis-4789	74	2	26	26	NUM
fis-4789	74	3	]	]	PUNCT
fis-4789	74	4	employed	employ	VERB
fis-4789	74	5	a	a	DET
fis-4789	74	6	similar	similar	ADJ
fis-4789	74	7	approach	approach	NOUN
fis-4789	74	8	to	to	PART
fis-4789	74	9	assess	assess	VERB
fis-4789	74	10	the	the	DET
fis-4789	74	11	impact	impact	NOUN
fis-4789	74	12	of	of	ADP
fis-4789	74	13	cracks	crack	NOUN
fis-4789	74	14	on	on	ADP
fis-4789	74	15	concrete	concrete	ADJ
fis-4789	74	16	surfaces	surface	NOUN
fis-4789	74	17	.	.	PUNCT
fis-4789	75	1	likewise	likewise	ADV
fis-4789	75	2	,	,	PUNCT
fis-4789	75	3	the	the	DET
fis-4789	75	4	same	same	ADJ
fis-4789	75	5	methodology	methodology	NOUN
fis-4789	75	6	was	be	AUX
fis-4789	75	7	utilized	utilize	VERB
fis-4789	75	8	to	to	PART
fis-4789	75	9	measure	measure	VERB
fis-4789	75	10	the	the	DET
fis-4789	75	11	surface	surface	NOUN
fis-4789	75	12	roughness	roughness	NOUN
fis-4789	75	13	of	of	ADP
fis-4789	75	14	concrete	concrete	ADJ
fis-4789	75	15	structures	structure	NOUN
fis-4789	75	16	[	[	X
fis-4789	75	17	27	27	NUM
fis-4789	75	18	]	]	PUNCT
fis-4789	75	19	and	and	CCONJ
fis-4789	75	20	predict	predict	VERB
fis-4789	75	21	bridge	bridge	NOUN
fis-4789	75	22	cracks	crack	NOUN
fis-4789	75	23	[	[	X
fis-4789	75	24	28	28	NUM
fis-4789	75	25	]	]	PUNCT
fis-4789	75	26	.	.	PUNCT
fis-4789	76	1	furthermore	furthermore	ADV
fis-4789	76	2	,	,	PUNCT
fis-4789	76	3	ml	ml	ADP
fis-4789	76	4	algorithms	algorithm	NOUN
fis-4789	76	5	,	,	PUNCT
fis-4789	76	6	including	include	VERB
fis-4789	76	7	neural	neural	ADJ
fis-4789	76	8	networks	network	NOUN
fis-4789	76	9	and	and	CCONJ
fis-4789	76	10	3d	3d	NUM
fis-4789	76	11	visualizations	visualization	NOUN
fis-4789	76	12	,	,	PUNCT
fis-4789	76	13	were	be	AUX
fis-4789	76	14	employed	employ	VERB
fis-4789	76	15	to	to	PART
fis-4789	76	16	quantify	quantify	VERB
fis-4789	76	17	cracks	crack	NOUN
fis-4789	76	18	and	and	CCONJ
fis-4789	76	19	detect	detect	VERB
fis-4789	76	20	changes	change	NOUN
fis-4789	76	21	[	[	X
fis-4789	76	22	29	29	NUM
fis-4789	76	23	]	]	PUNCT
fis-4789	76	24	.	.	PUNCT
fis-4789	77	1	another	another	DET
fis-4789	77	2	automated	automate	VERB
fis-4789	77	3	technique	technique	NOUN
fis-4789	77	4	for	for	ADP
fis-4789	77	5	detecting	detect	VERB
fis-4789	77	6	concrete	concrete	ADJ
fis-4789	77	7	fracture	fracture	NOUN
fis-4789	77	8	patterns	pattern	NOUN
fis-4789	77	9	from	from	ADP
fis-4789	77	10	images	image	NOUN
fis-4789	77	11	was	be	AUX
fis-4789	77	12	presented	present	VERB
fis-4789	77	13	by	by	ADP
fis-4789	77	14	analyzing	analyze	VERB
fis-4789	77	15	structural	structural	ADJ
fis-4789	77	16	and	and	CCONJ
fis-4789	77	17	non	non	ADJ
fis-4789	77	18	-	-	ADJ
fis-4789	77	19	structural	structural	ADJ
fis-4789	77	20	cracks	crack	NOUN
fis-4789	77	21	,	,	PUNCT
fis-4789	77	22	categorizing	categorize	VERB
fis-4789	77	23	them	they	PRON
fis-4789	77	24	as	as	ADP
fis-4789	77	25	isolated	isolate	VERB
fis-4789	77	26	or	or	CCONJ
fis-4789	77	27	map	map	VERB
fis-4789	77	28	patterns	pattern	NOUN
fis-4789	77	29	[	[	X
fis-4789	77	30	30	30	NUM
fis-4789	77	31	]	]	PUNCT
fis-4789	77	32	.	.	PUNCT
fis-4789	78	1	karbassi	karbassi	PROPN
fis-4789	78	2	et	et	PROPN
fis-4789	78	3	al	al	PROPN
fis-4789	78	4	.	.	PUNCT
fis-4789	79	1	[	[	X
fis-4789	79	2	31	31	NUM
fis-4789	79	3	]	]	PUNCT
fis-4789	79	4	employed	employ	VERB
fis-4789	79	5	a	a	DET
fis-4789	79	6	regression	regression	NOUN
fis-4789	79	7	model	model	NOUN
fis-4789	79	8	with	with	ADP
fis-4789	79	9	c4.5	c4.5	PROPN
fis-4789	79	10	decision	decision	NOUN
fis-4789	79	11	tree	tree	NOUN
fis-4789	79	12	algorithms	algorithm	NOUN
fis-4789	79	13	to	to	PART
fis-4789	79	14	predict	predict	VERB
fis-4789	79	15	damage	damage	NOUN
fis-4789	79	16	in	in	ADP
fis-4789	79	17	rc	rc	PROPN
fis-4789	79	18	buildings	building	NOUN
fis-4789	79	19	during	during	ADP
fis-4789	79	20	future	future	ADJ
fis-4789	79	21	earthquake	earthquake	NOUN
fis-4789	79	22	scenarios	scenario	NOUN
fis-4789	79	23	.	.	PUNCT
fis-4789	80	1	another	another	DET
fis-4789	80	2	two	two	NUM
fis-4789	80	3	-	-	PUNCT
fis-4789	80	4	phase	phase	NOUN
fis-4789	80	5	decision	decision	NOUN
fis-4789	80	6	tree	tree	NOUN
fis-4789	80	7	method	method	NOUN
fis-4789	80	8	was	be	AUX
fis-4789	80	9	developed	develop	VERB
fis-4789	80	10	based	base	VERB
fis-4789	80	11	on	on	ADP
fis-4789	80	12	seismic	seismic	ADJ
fis-4789	80	13	characteristics	characteristic	NOUN
fis-4789	80	14	and	and	CCONJ
fis-4789	80	15	structural	structural	ADJ
fis-4789	80	16	features	feature	NOUN
fis-4789	80	17	to	to	PART
fis-4789	80	18	detect	detect	VERB
fis-4789	80	19	damage	damage	NOUN
fis-4789	80	20	in	in	ADP
fis-4789	80	21	rc	rc	PROPN
fis-4789	80	22	buildings	building	NOUN
fis-4789	80	23	[	[	X
fis-4789	80	24	32	32	NUM
fis-4789	80	25	]	]	PUNCT
fis-4789	80	26	.	.	PUNCT
fis-4789	81	1	rc	rc	PROPN
fis-4789	81	2	structures	structure	NOUN
fis-4789	81	3	have	have	AUX
fis-4789	81	4	been	be	AUX
fis-4789	81	5	a	a	DET
fis-4789	81	6	primary	primary	ADJ
fis-4789	81	7	focus	focus	NOUN
fis-4789	81	8	in	in	ADP
fis-4789	81	9	civil	civil	ADJ
fis-4789	81	10	applications	application	NOUN
fis-4789	81	11	for	for	ADP
fis-4789	81	12	early	early	ADJ
fis-4789	81	13	prediction	prediction	NOUN
fis-4789	81	14	and	and	CCONJ
fis-4789	81	15	long	long	ADJ
fis-4789	81	16	-	-	PUNCT
fis-4789	81	17	term	term	NOUN
fis-4789	81	18	deflection	deflection	NOUN
fis-4789	81	19	estimation	estimation	NOUN
fis-4789	81	20	through	through	ADP
fis-4789	81	21	data	data	NOUN
fis-4789	81	22	-	-	PUNCT
fis-4789	81	23	driven	drive	VERB
fis-4789	81	24	ml	ml	NOUN
fis-4789	81	25	models	model	NOUN
fis-4789	81	26	.	.	PUNCT
fis-4789	82	1	these	these	DET
fis-4789	82	2	models	model	NOUN
fis-4789	82	3	were	be	AUX
fis-4789	82	4	created	create	VERB
fis-4789	82	5	and	and	CCONJ
fis-4789	82	6	tested	test	VERB
fis-4789	82	7	using	use	VERB
fis-4789	82	8	an	an	DET
fis-4789	82	9	experimental	experimental	ADJ
fis-4789	82	10	dataset	dataset	NOUN
fis-4789	82	11	,	,	PUNCT
fis-4789	82	12	employing	employ	VERB
fis-4789	82	13	the	the	DET
fis-4789	82	14	stratified	stratified	ADJ
fis-4789	82	15	10	10	NUM
fis-4789	82	16	-	-	ADJ
fis-4789	82	17	fold	fold	ADJ
fis-4789	82	18	cross	cross	ADJ
fis-4789	82	19	-	-	ADJ
fis-4789	82	20	validation	validation	ADJ
fis-4789	82	21	technique	technique	NOUN
fis-4789	82	22	[	[	X
fis-4789	82	23	33	33	NUM
fis-4789	82	24	]	]	PUNCT
fis-4789	82	25	.	.	PUNCT
fis-4789	83	1	additionally	additionally	ADV
fis-4789	83	2	,	,	PUNCT
fis-4789	83	3	an	an	DET
fis-4789	83	4	ml	ml	NOUN
fis-4789	83	5	model	model	NOUN
fis-4789	83	6	based	base	VERB
fis-4789	83	7	on	on	ADP
fis-4789	83	8	the	the	DET
fis-4789	83	9	observational	observational	ADJ
fis-4789	83	10	corrosion	corrosion	NOUN
fis-4789	83	11	-	-	PUNCT
fis-4789	83	12	induced	induce	VERB
fis-4789	83	13	crack	crack	NOUN
fis-4789	83	14	width	width	NOUN
fis-4789	83	15	distribution	distribution	NOUN
fis-4789	83	16	was	be	AUX
fis-4789	83	17	used	use	VERB
fis-4789	83	18	to	to	PART
fis-4789	83	19	establish	establish	VERB
fis-4789	83	20	a	a	DET
fis-4789	83	21	probabilistic	probabilistic	ADJ
fis-4789	83	22	assessment	assessment	NOUN
fis-4789	83	23	of	of	ADP
fis-4789	83	24	the	the	DET
fis-4789	83	25	flexural	flexural	ADJ
fis-4789	83	26	loading	loading	NOUN
fis-4789	83	27	capacity	capacity	NOUN
fis-4789	83	28	of	of	ADP
fis-4789	83	29	existing	exist	VERB
fis-4789	83	30	rc	rc	PROPN
fis-4789	83	31	structures	structure	NOUN
fis-4789	83	32	[	[	X
fis-4789	83	33	34	34	NUM
fis-4789	83	34	]	]	PUNCT
fis-4789	83	35	.	.	PUNCT
fis-4789	84	1	an	an	DET
fis-4789	84	2	ml	ml	NOUN
fis-4789	84	3	algorithm	algorithm	NOUN
fis-4789	84	4	and	and	CCONJ
fis-4789	84	5	image	image	NOUN
fis-4789	84	6	processing	processing	NOUN
fis-4789	84	7	were	be	AUX
fis-4789	84	8	employed	employ	VERB
fis-4789	84	9	to	to	PART
fis-4789	84	10	estimate	estimate	VERB
fis-4789	84	11	internal	internal	ADJ
fis-4789	84	12	loads	load	NOUN
fis-4789	84	13	like	like	ADP
fis-4789	84	14	shear	shear	NOUN
fis-4789	84	15	and	and	CCONJ
fis-4789	84	16	moment	moment	NOUN
fis-4789	84	17	loads	load	VERB
fis-4789	84	18	in	in	ADP
fis-4789	84	19	rc	rc	PROPN
fis-4789	84	20	beams	beam	NOUN
fis-4789	84	21	/	/	SYM
fis-4789	84	22	slabs	slab	NOUN
fis-4789	84	23	based	base	VERB
fis-4789	84	24	on	on	ADP
fis-4789	84	25	surface	surface	NOUN
fis-4789	84	26	crack	crack	NOUN
fis-4789	84	27	pattern	pattern	NOUN
fis-4789	84	28	images	image	NOUN
fis-4789	84	29	,	,	PUNCT
fis-4789	84	30	allowing	allow	VERB
fis-4789	84	31	for	for	ADP
fis-4789	84	32	quantitative	quantitative	ADJ
fis-4789	84	33	damage	damage	NOUN
fis-4789	84	34	and	and	CCONJ
fis-4789	84	35	load	load	NOUN
fis-4789	84	36	level	level	NOUN
fis-4789	84	37	assessment	assessment	NOUN
fis-4789	84	38	in	in	ADP
fis-4789	84	39	structures	structure	NOUN
fis-4789	84	40	[	[	X
fis-4789	84	41	35	35	NUM
fis-4789	84	42	]	]	PUNCT
fis-4789	84	43	.	.	PUNCT
fis-4789	85	1	additionally	additionally	ADV
fis-4789	85	2	,	,	PUNCT
fis-4789	85	3	an	an	DET
fis-4789	85	4	ml	ml	NOUN
fis-4789	85	5	-	-	PUNCT
fis-4789	85	6	based	base	VERB
fis-4789	85	7	prediction	prediction	NOUN
fis-4789	85	8	model	model	NOUN
fis-4789	85	9	was	be	AUX
fis-4789	85	10	used	use	VERB
fis-4789	85	11	to	to	PART
fis-4789	85	12	assess	assess	VERB
fis-4789	85	13	the	the	DET
fis-4789	85	14	performance	performance	NOUN
fis-4789	85	15	of	of	ADP
fis-4789	85	16	rc	rc	PROPN
fis-4789	85	17	concrete	concrete	NOUN
fis-4789	85	18	as	as	ADP
fis-4789	85	19	a	a	DET
fis-4789	85	20	repair	repair	NOUN
fis-4789	85	21	material	material	NOUN
fis-4789	85	22	for	for	ADP
fis-4789	85	23	conventional	conventional	ADJ
fis-4789	85	24	concrete	concrete	ADJ
fis-4789	85	25	structures	structure	NOUN
fis-4789	85	26	[	[	X
fis-4789	85	27	36	36	NUM
fis-4789	85	28	]	]	PUNCT
fis-4789	85	29	.	.	PUNCT
fis-4789	86	1	further	further	ADJ
fis-4789	86	2	optimization	optimization	NOUN
fis-4789	86	3	models	model	NOUN
fis-4789	86	4	for	for	ADP
fis-4789	86	5	rc	rc	PROPN
fis-4789	86	6	structures	structure	NOUN
fis-4789	86	7	have	have	AUX
fis-4789	86	8	been	be	AUX
fis-4789	86	9	developed	develop	VERB
fis-4789	86	10	,	,	PUNCT
fis-4789	86	11	including	include	VERB
fis-4789	86	12	a	a	DET
fis-4789	86	13	discrete	discrete	ADJ
fis-4789	86	14	gravitational	gravitational	ADJ
fis-4789	86	15	search	search	NOUN
fis-4789	86	16	method	method	NOUN
fis-4789	86	17	and	and	CCONJ
fis-4789	86	18	a	a	DET
fis-4789	86	19	metamodeling	metamodele	VERB
fis-4789	86	20	framework	framework	NOUN
fis-4789	86	21	for	for	ADP
fis-4789	86	22	reliability	reliability	NOUN
fis-4789	86	23	-	-	PUNCT
fis-4789	86	24	based	base	VERB
fis-4789	86	25	design	design	NOUN
fis-4789	86	26	optimization	optimization	NOUN
fis-4789	86	27	[	[	X
fis-4789	86	28	37	37	NUM
fis-4789	86	29	]	]	PUNCT
fis-4789	86	30	.	.	PUNCT
fis-4789	87	1	specific	specific	ADJ
fis-4789	87	2	a.	a.	PROPN
fis-4789	87	3	anjum	anjum	PROPN
fis-4789	87	4	et	et	PROPN
fis-4789	87	5	alii	alii	PROPN
fis-4789	87	6	,	,	PUNCT
fis-4789	87	7	frattura	frattura	PROPN
fis-4789	87	8	ed	ed	PROPN
fis-4789	87	9	integrità	integrità	PROPN
fis-4789	87	10	strutturale	strutturale	PROPN
fis-4789	87	11	,	,	PUNCT
fis-4789	87	12	69	69	NUM
fis-4789	87	13	(	(	PUNCT
fis-4789	87	14	2024	2024	NUM
fis-4789	87	15	)	)	PUNCT
fis-4789	87	16	43	43	NUM
fis-4789	87	17	-	-	SYM
fis-4789	87	18	59	59	NUM
fis-4789	87	19	;	;	PUNCT
fis-4789	87	20	doi	doi	NOUN
fis-4789	87	21	:	:	PUNCT
fis-4789	87	22	10.3221	10.3221	NUM
fis-4789	87	23	/	/	SYM
fis-4789	87	24	igf	igf	PROPN
fis-4789	87	25	-	-	PUNCT
fis-4789	87	26	esis.69.04	esis.69.04	PROPN
fis-4789	87	27	46	46	NUM
fis-4789	87	28	ml	ml	NOUN
fis-4789	87	29	algorithms	algorithm	NOUN
fis-4789	87	30	,	,	PUNCT
fis-4789	87	31	such	such	ADJ
fis-4789	87	32	as	as	ADP
fis-4789	87	33	ann	ann	PROPN
fis-4789	87	34	models	model	NOUN
fis-4789	87	35	,	,	PUNCT
fis-4789	87	36	were	be	AUX
fis-4789	87	37	utilized	utilize	VERB
fis-4789	87	38	to	to	PART
fis-4789	87	39	predict	predict	VERB
fis-4789	87	40	the	the	DET
fis-4789	87	41	residual	residual	ADJ
fis-4789	87	42	flexural	flexural	ADJ
fis-4789	87	43	strength	strength	NOUN
fis-4789	87	44	of	of	ADP
fis-4789	87	45	corroded	corroded	ADJ
fis-4789	87	46	rc	rc	PROPN
fis-4789	87	47	beams	beam	NOUN
fis-4789	88	1	[	[	X
fis-4789	88	2	38	38	NUM
fis-4789	88	3	]	]	PUNCT
fis-4789	88	4	.	.	PUNCT
fis-4789	89	1	ann	ann	PROPN
fis-4789	89	2	models	model	NOUN
fis-4789	89	3	were	be	AUX
fis-4789	89	4	also	also	ADV
fis-4789	89	5	applied	apply	VERB
fis-4789	89	6	to	to	ADP
fis-4789	89	7	compute	compute	NOUN
fis-4789	89	8	reduction	reduction	NOUN
fis-4789	89	9	factors	factor	NOUN
fis-4789	89	10	to	to	PART
fis-4789	89	11	estimate	estimate	VERB
fis-4789	89	12	the	the	DET
fis-4789	89	13	moment	moment	NOUN
fis-4789	89	14	of	of	ADP
fis-4789	89	15	inertia	inertia	NOUN
fis-4789	89	16	effectiveness	effectiveness	NOUN
fis-4789	89	17	in	in	ADP
fis-4789	89	18	shape	shape	NOUN
fis-4789	89	19	memory	memory	NOUN
fis-4789	89	20	alloy	alloy	NOUN
fis-4789	89	21	rc	rc	NOUN
fis-4789	89	22	beams	beam	NOUN
fis-4789	89	23	[	[	X
fis-4789	89	24	39	39	NUM
fis-4789	89	25	]	]	PUNCT
fis-4789	89	26	.	.	PUNCT
fis-4789	90	1	to	to	PART
fis-4789	90	2	expedite	expedite	VERB
fis-4789	90	3	the	the	DET
fis-4789	90	4	accurate	accurate	ADJ
fis-4789	90	5	design	design	NOUN
fis-4789	90	6	of	of	ADP
fis-4789	90	7	rc	rc	PROPN
fis-4789	90	8	columns	column	NOUN
fis-4789	90	9	and	and	CCONJ
fis-4789	90	10	bridge	bridge	NOUN
fis-4789	90	11	piers	pier	NOUN
fis-4789	90	12	,	,	PUNCT
fis-4789	90	13	various	various	ADJ
fis-4789	90	14	ml	ml	NOUN
fis-4789	90	15	-	-	PUNCT
fis-4789	90	16	based	base	VERB
fis-4789	90	17	functions	function	NOUN
fis-4789	90	18	were	be	AUX
fis-4789	90	19	introduced	introduce	VERB
fis-4789	90	20	.	.	PUNCT
fis-4789	91	1	anns	ann	NOUN
fis-4789	91	2	,	,	PUNCT
fis-4789	91	3	in	in	ADP
fis-4789	91	4	combination	combination	NOUN
fis-4789	91	5	with	with	ADP
fis-4789	91	6	well	well	ADV
fis-4789	91	7	-	-	PUNCT
fis-4789	91	8	constructed	construct	VERB
fis-4789	91	9	extensive	extensive	ADJ
fis-4789	91	10	training	training	NOUN
fis-4789	91	11	sets	set	NOUN
fis-4789	91	12	,	,	PUNCT
fis-4789	91	13	can	can	AUX
fis-4789	91	14	produce	produce	VERB
fis-4789	91	15	models	model	NOUN
fis-4789	91	16	with	with	ADP
fis-4789	91	17	design	design	NOUN
fis-4789	91	18	accuracy	accuracy	NOUN
fis-4789	91	19	that	that	PRON
fis-4789	91	20	surpass	surpass	VERB
fis-4789	91	21	traditional	traditional	ADJ
fis-4789	91	22	design	design	NOUN
fis-4789	91	23	charts	chart	NOUN
fis-4789	91	24	and	and	CCONJ
fis-4789	91	25	approach	approach	NOUN
fis-4789	91	26	iterative	iterative	NOUN
fis-4789	91	27	section	section	NOUN
fis-4789	91	28	analysis	analysis	NOUN
fis-4789	91	29	techniques	technique	NOUN
fis-4789	91	30	.	.	PUNCT
fis-4789	92	1	this	this	DET
fis-4789	92	2	technique	technique	NOUN
fis-4789	92	3	outperforms	outperform	VERB
fis-4789	92	4	conventional	conventional	ADJ
fis-4789	92	5	design	design	NOUN
fis-4789	92	6	algorithms	algorithm	NOUN
fis-4789	92	7	while	while	SCONJ
fis-4789	92	8	maintaining	maintain	VERB
fis-4789	92	9	stability	stability	NOUN
fis-4789	92	10	,	,	PUNCT
fis-4789	92	11	as	as	SCONJ
fis-4789	92	12	demonstrated	demonstrate	VERB
fis-4789	92	13	in	in	ADP
fis-4789	92	14	a	a	DET
fis-4789	92	15	computational	computational	ADJ
fis-4789	92	16	performance	performance	NOUN
fis-4789	92	17	comparison	comparison	NOUN
fis-4789	92	18	[	[	X
fis-4789	92	19	40	40	NUM
fis-4789	92	20	]	]	PUNCT
fis-4789	92	21	.	.	PUNCT
fis-4789	93	1	figure	figure	NOUN
fis-4789	93	2	1	1	NUM
fis-4789	93	3	.	.	PUNCT
fis-4789	94	1	classification	classification	NOUN
fis-4789	94	2	of	of	ADP
fis-4789	94	3	algorithms	algorithm	NOUN
fis-4789	94	4	for	for	ADP
fis-4789	94	5	statistical	statistical	ADJ
fis-4789	94	6	model	model	NOUN
fis-4789	94	7	development	development	NOUN
fis-4789	94	8	in	in	ADP
fis-4789	94	9	shm	shm	PROPN
fis-4789	94	10	.	.	PUNCT
fis-4789	95	1	an	an	DET
fis-4789	95	2	ml	ml	NOUN
fis-4789	95	3	method	method	NOUN
fis-4789	95	4	was	be	AUX
fis-4789	95	5	implemented	implement	VERB
fis-4789	95	6	for	for	ADP
fis-4789	95	7	automated	automate	VERB
fis-4789	95	8	crack	crack	NOUN
fis-4789	95	9	detection	detection	NOUN
fis-4789	95	10	in	in	ADP
fis-4789	95	11	a	a	DET
fis-4789	95	12	concrete	concrete	ADJ
fis-4789	95	13	bridge	bridge	NOUN
fis-4789	95	14	,	,	PUNCT
fis-4789	95	15	using	use	VERB
fis-4789	95	16	a	a	DET
fis-4789	95	17	robust	robust	ADJ
fis-4789	95	18	multifeatured	multifeature	VERB
fis-4789	95	19	classifier	classifier	NOUN
fis-4789	95	20	tailored	tailor	VERB
fis-4789	95	21	for	for	ADP
fis-4789	95	22	spatial	spatial	ADJ
fis-4789	95	23	adjustments	adjustment	NOUN
fis-4789	95	24	.	.	PUNCT
fis-4789	96	1	results	result	NOUN
fis-4789	96	2	were	be	AUX
fis-4789	96	3	displayed	display	VERB
fis-4789	96	4	using	use	VERB
fis-4789	96	5	a	a	DET
fis-4789	96	6	robotic	robotic	ADJ
fis-4789	96	7	bridge	bridge	NOUN
fis-4789	96	8	scanning	scan	VERB
fis-4789	96	9	system	system	NOUN
fis-4789	96	10	,	,	PUNCT
fis-4789	96	11	effectively	effectively	ADV
fis-4789	96	12	locating	locate	VERB
fis-4789	96	13	potential	potential	ADJ
fis-4789	96	14	break	break	NOUN
fis-4789	96	15	areas	area	NOUN
fis-4789	96	16	even	even	ADV
fis-4789	96	17	in	in	ADP
fis-4789	96	18	noisy	noisy	ADJ
fis-4789	96	19	conditions	condition	NOUN
fis-4789	96	20	and	and	CCONJ
fis-4789	96	21	computing	compute	VERB
fis-4789	96	22	spatially	spatially	ADV
fis-4789	96	23	customized	customize	VERB
fis-4789	96	24	visual	visual	ADJ
fis-4789	96	25	characteristics	characteristic	NOUN
fis-4789	96	26	[	[	X
fis-4789	96	27	41	41	NUM
fis-4789	96	28	]	]	PUNCT
fis-4789	96	29	.	.	PUNCT
fis-4789	97	1	accurate	accurate	ADJ
fis-4789	97	2	anticipation	anticipation	NOUN
fis-4789	97	3	of	of	ADP
fis-4789	97	4	hygrothermal	hygrothermal	ADJ
fis-4789	97	5	activity	activity	NOUN
fis-4789	97	6	in	in	ADP
fis-4789	97	7	concrete	concrete	NOUN
fis-4789	97	8	is	be	AUX
fis-4789	97	9	crucial	crucial	ADJ
fis-4789	97	10	to	to	ADP
fis-4789	97	11	making	make	VERB
fis-4789	97	12	informed	informed	ADJ
fis-4789	97	13	service	service	NOUN
fis-4789	97	14	-	-	PUNCT
fis-4789	97	15	life	life	NOUN
fis-4789	97	16	extension	extension	NOUN
fis-4789	97	17	decisions	decision	NOUN
fis-4789	97	18	.	.	PUNCT
fis-4789	98	1	an	an	DET
fis-4789	98	2	ann	ann	PROPN
fis-4789	98	3	-	-	PUNCT
fis-4789	98	4	based	base	VERB
fis-4789	98	5	hygrothermal	hygrothermal	ADJ
fis-4789	98	6	prediction	prediction	NOUN
fis-4789	98	7	model	model	NOUN
fis-4789	98	8	was	be	AUX
fis-4789	98	9	developed	develop	VERB
fis-4789	98	10	for	for	ADP
fis-4789	98	11	assessing	assess	VERB
fis-4789	98	12	the	the	DET
fis-4789	98	13	temporal	temporal	ADJ
fis-4789	98	14	hygrothermal	hygrothermal	ADJ
fis-4789	98	15	state	state	NOUN
fis-4789	98	16	in	in	ADP
fis-4789	98	17	surface	surface	NOUN
fis-4789	98	18	-	-	PUNCT
fis-4789	98	19	protected	protect	VERB
fis-4789	98	20	concrete	concrete	ADJ
fis-4789	98	21	façade	façade	NOUN
fis-4789	98	22	components	component	NOUN
fis-4789	98	23	[	[	X
fis-4789	98	24	42	42	NUM
fis-4789	98	25	]	]	PUNCT
fis-4789	98	26	.	.	PUNCT
fis-4789	99	1	furthermore	furthermore	ADV
fis-4789	99	2	,	,	PUNCT
fis-4789	99	3	ml	ml	NOUN
fis-4789	99	4	techniques	technique	NOUN
fis-4789	99	5	were	be	AUX
fis-4789	99	6	employed	employ	VERB
fis-4789	99	7	to	to	PART
fis-4789	99	8	predict	predict	VERB
fis-4789	99	9	the	the	DET
fis-4789	99	10	shear	shear	NOUN
fis-4789	99	11	strength	strength	NOUN
fis-4789	99	12	and	and	CCONJ
fis-4789	99	13	behavior	behavior	NOUN
fis-4789	99	14	of	of	ADP
fis-4789	99	15	rc	rc	PROPN
fis-4789	99	16	beams	beam	NOUN
fis-4789	99	17	reinforced	reinforce	VERB
fis-4789	99	18	with	with	ADP
fis-4789	99	19	externally	externally	ADV
fis-4789	99	20	bonded	bond	VERB
fis-4789	99	21	frp	frp	PROPN
fis-4789	99	22	sheets	sheet	NOUN
fis-4789	99	23	[	[	X
fis-4789	99	24	43	43	NUM
fis-4789	99	25	]	]	PUNCT
fis-4789	99	26	.	.	PUNCT
fis-4789	100	1	existing	exist	VERB
fis-4789	100	2	shear	shear	NOUN
fis-4789	100	3	design	design	NOUN
fis-4789	100	4	models	model	NOUN
fis-4789	100	5	for	for	ADP
fis-4789	100	6	frp	frp	NOUN
fis-4789	100	7	-	-	PUNCT
fis-4789	100	8	reinforced	reinforce	VERB
fis-4789	100	9	concrete	concrete	ADJ
fis-4789	100	10	structures	structure	NOUN
fis-4789	100	11	tend	tend	VERB
fis-4789	100	12	to	to	PART
fis-4789	100	13	be	be	AUX
fis-4789	100	14	overly	overly	ADV
fis-4789	100	15	conservative	conservative	ADJ
fis-4789	100	16	,	,	PUNCT
fis-4789	100	17	increasing	increase	VERB
fis-4789	100	18	construction	construction	NOUN
fis-4789	100	19	costs	cost	NOUN
fis-4789	100	20	.	.	PUNCT
fis-4789	101	1	an	an	DET
fis-4789	101	2	updated	update	VERB
fis-4789	101	3	teeth	tooth	NOUN
fis-4789	101	4	model	model	NOUN
fis-4789	101	5	accounting	account	VERB
fis-4789	101	6	for	for	ADP
fis-4789	101	7	frp	frp	PROPN
fis-4789	101	8	reinforcement	reinforcement	NOUN
fis-4789	101	9	was	be	AUX
fis-4789	101	10	optimized	optimize	VERB
fis-4789	101	11	using	use	VERB
fis-4789	101	12	a	a	DET
fis-4789	101	13	genetic	genetic	ADJ
fis-4789	101	14	algorithm	algorithm	NOUN
fis-4789	101	15	and	and	CCONJ
fis-4789	101	16	a	a	DET
fis-4789	101	17	database	database	NOUN
fis-4789	101	18	of	of	ADP
fis-4789	101	19	longitudinally	longitudinally	ADV
fis-4789	101	20	strengthened	strengthen	VERB
fis-4789	101	21	thin	thin	ADJ
fis-4789	101	22	beams	beam	NOUN
fis-4789	101	23	with	with	ADP
fis-4789	101	24	frp	frp	PROPN
fis-4789	101	25	rebars	rebar	NOUN
fis-4789	101	26	,	,	PUNCT
fis-4789	101	27	yielding	yield	VERB
fis-4789	101	28	a	a	DET
fis-4789	101	29	more	more	ADV
fis-4789	101	30	accurate	accurate	ADJ
fis-4789	101	31	shear	shear	NOUN
fis-4789	101	32	equation	equation	NOUN
fis-4789	101	33	[	[	X
fis-4789	101	34	44	44	NUM
fis-4789	101	35	]	]	PUNCT
fis-4789	101	36	.	.	PUNCT
fis-4789	102	1	a	a	DET
fis-4789	102	2	model	model	NOUN
fis-4789	102	3	-	-	PUNCT
fis-4789	102	4	free	free	ADJ
fis-4789	102	5	damage	damage	NOUN
fis-4789	102	6	detection	detection	NOUN
fis-4789	102	7	system	system	NOUN
fis-4789	102	8	based	base	VERB
fis-4789	102	9	on	on	ADP
fis-4789	102	10	ml	ml	ADP
fis-4789	102	11	approaches	approach	NOUN
fis-4789	102	12	was	be	AUX
fis-4789	102	13	also	also	ADV
fis-4789	102	14	created	create	VERB
fis-4789	102	15	for	for	ADP
fis-4789	102	16	a	a	DET
fis-4789	102	17	simulated	simulate	VERB
fis-4789	102	18	railway	railway	NOUN
fis-4789	102	19	concrete	concrete	ADJ
fis-4789	102	20	bridge	bridge	NOUN
fis-4789	102	21	using	use	VERB
fis-4789	102	22	a	a	DET
fis-4789	102	23	three	three	NUM
fis-4789	102	24	-	-	PUNCT
fis-4789	102	25	dimensional	dimensional	ADJ
fis-4789	102	26	fe	fe	NOUN
fis-4789	102	27	model	model	NOUN
fis-4789	102	28	[	[	X
fis-4789	102	29	45	45	NUM
fis-4789	102	30	]	]	PUNCT
fis-4789	102	31	.	.	PUNCT
fis-4789	103	1	this	this	DET
fis-4789	103	2	method	method	NOUN
fis-4789	103	3	analyses	analyse	VERB
fis-4789	103	4	data	datum	NOUN
fis-4789	103	5	collected	collect	VERB
fis-4789	103	6	from	from	ADP
fis-4789	103	7	a	a	DET
fis-4789	103	8	structure	structure	NOUN
fis-4789	103	9	in	in	ADP
fis-4789	103	10	different	different	ADJ
fis-4789	103	11	states	state	NOUN
fis-4789	103	12	through	through	ADP
fis-4789	103	13	a	a	DET
fis-4789	103	14	piezoelectric	piezoelectric	ADJ
fis-4789	103	15	sensor	sensor	NOUN
fis-4789	103	16	network	network	NOUN
fis-4789	103	17	[	[	X
fis-4789	103	18	46	46	NUM
fis-4789	103	19	]	]	PUNCT
fis-4789	103	20	.	.	PUNCT
fis-4789	104	1	in	in	ADP
fis-4789	104	2	the	the	DET
fis-4789	104	3	literature	literature	NOUN
fis-4789	104	4	,	,	PUNCT
fis-4789	104	5	an	an	DET
fis-4789	104	6	ml	ml	NOUN
fis-4789	104	7	-	-	PUNCT
fis-4789	104	8	based	base	VERB
fis-4789	104	9	backbone	backbone	NOUN
fis-4789	104	10	curve	curve	NOUN
fis-4789	104	11	model	model	NOUN
fis-4789	104	12	for	for	ADP
fis-4789	104	13	rc	rc	PROPN
fis-4789	104	14	columns	column	NOUN
fis-4789	104	15	subjected	subject	VERB
fis-4789	104	16	to	to	ADP
fis-4789	104	17	cyclic	cyclic	ADJ
fis-4789	104	18	loading	loading	NOUN
fis-4789	104	19	reversals	reversal	NOUN
fis-4789	104	20	was	be	AUX
fis-4789	104	21	found	find	VERB
fis-4789	104	22	and	and	CCONJ
fis-4789	104	23	utilized	utilize	VERB
fis-4789	104	24	for	for	ADP
fis-4789	104	25	predicting	predict	VERB
fis-4789	104	26	rc	rc	PROPN
fis-4789	104	27	column	column	NOUN
fis-4789	104	28	strength	strength	NOUN
fis-4789	105	1	[	[	X
fis-4789	105	2	47	47	NUM
fis-4789	105	3	]	]	PUNCT
fis-4789	105	4	.	.	PUNCT
fis-4789	106	1	ml	ml	PROPN
fis-4789	106	2	was	be	AUX
fis-4789	106	3	also	also	ADV
fis-4789	106	4	employed	employ	VERB
fis-4789	106	5	for	for	ADP
fis-4789	106	6	fracture	fracture	NOUN
fis-4789	106	7	mode	mode	NOUN
fis-4789	106	8	categorization	categorization	NOUN
fis-4789	106	9	based	base	VERB
fis-4789	106	10	on	on	ADP
fis-4789	106	11	unlabelled	unlabelled	ADJ
fis-4789	106	12	acoustic	acoustic	ADJ
fis-4789	106	13	emission	emission	NOUN
fis-4789	106	14	waveform	waveform	NOUN
fis-4789	106	15	characteristics	characteristic	NOUN
fis-4789	106	16	[	[	X
fis-4789	106	17	48	48	NUM
fis-4789	106	18	]	]	PUNCT
fis-4789	106	19	.	.	PUNCT
fis-4789	107	1	additionally	additionally	ADV
fis-4789	107	2	,	,	PUNCT
fis-4789	107	3	when	when	SCONJ
fis-4789	107	4	combined	combine	VERB
fis-4789	107	5	with	with	ADP
fis-4789	107	6	unmanned	unmanned	ADJ
fis-4789	107	7	aerial	aerial	ADJ
fis-4789	107	8	vehicles	vehicle	NOUN
fis-4789	107	9	,	,	PUNCT
fis-4789	107	10	an	an	DET
fis-4789	107	11	ml	ml	NOUN
fis-4789	107	12	-	-	PUNCT
fis-4789	107	13	based	base	VERB
fis-4789	107	14	model	model	NOUN
fis-4789	107	15	enhanced	enhance	VERB
fis-4789	107	16	the	the	DET
fis-4789	107	17	automation	automation	NOUN
fis-4789	107	18	level	level	NOUN
fis-4789	107	19	of	of	ADP
fis-4789	107	20	concrete	concrete	ADJ
fis-4789	107	21	infrastructure	infrastructure	NOUN
fis-4789	107	22	inspection	inspection	NOUN
fis-4789	107	23	by	by	ADP
fis-4789	107	24	detecting	detect	VERB
fis-4789	107	25	surface	surface	NOUN
fis-4789	107	26	fractures	fracture	NOUN
fis-4789	107	27	.	.	PUNCT
fis-4789	108	1	this	this	PRON
fis-4789	108	2	was	be	AUX
fis-4789	108	3	achieved	achieve	VERB
fis-4789	108	4	using	use	VERB
fis-4789	108	5	a	a	DET
fis-4789	108	6	deep	deep	ADJ
fis-4789	108	7	learning	learning	NOUN
fis-4789	108	8	convolutional	convolutional	ADJ
fis-4789	108	9	neural	neural	ADJ
fis-4789	108	10	network	network	NOUN
fis-4789	108	11	(	(	PUNCT
fis-4789	108	12	cnn	cnn	PROPN
fis-4789	108	13	)	)	PUNCT
fis-4789	108	14	image	image	NOUN
fis-4789	108	15	classification	classification	NOUN
fis-4789	108	16	technique	technique	NOUN
fis-4789	108	17	to	to	PART
fis-4789	108	18	create	create	VERB
fis-4789	108	19	the	the	DET
fis-4789	108	20	crack	crack	NOUN
fis-4789	108	21	detection	detection	NOUN
fis-4789	108	22	model	model	NOUN
fis-4789	109	1	[	[	X
fis-4789	109	2	49	49	NUM
fis-4789	109	3	]	]	PUNCT
fis-4789	109	4	.	.	PUNCT
fis-4789	110	1	various	various	ADJ
fis-4789	110	2	crack	crack	NOUN
fis-4789	110	3	models	model	NOUN
fis-4789	110	4	are	be	AUX
fis-4789	110	5	illustrated	illustrate	VERB
fis-4789	110	6	in	in	ADP
fis-4789	110	7	fig	fig	NOUN
fis-4789	110	8	.	.	PUNCT
fis-4789	111	1	2	2	X
fis-4789	111	2	.	.	X
fis-4789	111	3	it	it	PRON
fis-4789	111	4	was	be	AUX
fis-4789	111	5	employed	employ	VERB
fis-4789	111	6	in	in	ADP
fis-4789	111	7	a	a	DET
fis-4789	111	8	regression	regression	NOUN
fis-4789	111	9	model	model	NOUN
fis-4789	111	10	for	for	ADP
fis-4789	111	11	crack	crack	NOUN
fis-4789	111	12	development	development	NOUN
fis-4789	111	13	and	and	CCONJ
fis-4789	111	14	propagation	propagation	NOUN
fis-4789	111	15	to	to	PART
fis-4789	111	16	validate	validate	VERB
fis-4789	111	17	ml	ml	NOUN
fis-4789	111	18	's	's	PART
fis-4789	111	19	applicability	applicability	NOUN
fis-4789	111	20	using	use	VERB
fis-4789	111	21	inspection	inspection	NOUN
fis-4789	111	22	data	datum	NOUN
fis-4789	111	23	from	from	ADP
fis-4789	111	24	a	a	DET
fis-4789	111	25	concrete	concrete	ADJ
fis-4789	111	26	bridge	bridge	NOUN
fis-4789	111	27	.	.	PUNCT
fis-4789	112	1	this	this	DET
fis-4789	112	2	process	process	NOUN
fis-4789	112	3	involves	involve	VERB
fis-4789	112	4	algorithm	algorithm	NOUN
fis-4789	112	5	selection	selection	NOUN
fis-4789	112	6	,	,	PUNCT
fis-4789	112	7	innovative	innovative	ADJ
fis-4789	112	8	model	model	NOUN
fis-4789	112	9	development	development	NOUN
fis-4789	112	10	,	,	PUNCT
fis-4789	112	11	and	and	CCONJ
fis-4789	112	12	data	data	VERB
fis-4789	112	13	analysis	analysis	NOUN
fis-4789	112	14	[	[	X
fis-4789	112	15	50	50	NUM
fis-4789	112	16	]	]	PUNCT
fis-4789	112	17	.	.	PUNCT
fis-4789	113	1	ml	ml	PROPN
fis-4789	113	2	was	be	AUX
fis-4789	113	3	also	also	ADV
fis-4789	113	4	used	use	VERB
fis-4789	113	5	to	to	PART
fis-4789	113	6	assess	assess	VERB
fis-4789	113	7	the	the	DET
fis-4789	113	8	condition	condition	NOUN
fis-4789	113	9	rating	rating	NOUN
fis-4789	113	10	of	of	ADP
fis-4789	113	11	a	a	DET
fis-4789	113	12	concrete	concrete	ADJ
fis-4789	113	13	bridge	bridge	NOUN
fis-4789	113	14	through	through	ADP
fis-4789	113	15	the	the	DET
fis-4789	113	16	analysis	analysis	NOUN
fis-4789	113	17	of	of	ADP
fis-4789	113	18	impact	impact	NOUN
fis-4789	113	19	echo	echo	NOUN
fis-4789	113	20	data	datum	NOUN
fis-4789	114	1	[	[	X
fis-4789	114	2	51	51	NUM
fis-4789	114	3	]	]	PUNCT
fis-4789	114	4	.	.	PUNCT
fis-4789	114	5	a.	a.	PROPN
fis-4789	114	6	anjum	anjum	PROPN
fis-4789	114	7	et	et	PROPN
fis-4789	114	8	alii	alii	PROPN
fis-4789	114	9	,	,	PUNCT
fis-4789	114	10	frattura	frattura	PROPN
fis-4789	114	11	ed	ed	PROPN
fis-4789	114	12	integrità	integrità	PROPN
fis-4789	114	13	strutturale	strutturale	PROPN
fis-4789	114	14	,	,	PUNCT
fis-4789	114	15	69	69	NUM
fis-4789	114	16	(	(	PUNCT
fis-4789	114	17	2024	2024	NUM
fis-4789	114	18	)	)	PUNCT
fis-4789	114	19	43	43	NUM
fis-4789	114	20	-	-	SYM
fis-4789	114	21	59	59	NUM
fis-4789	114	22	;	;	PUNCT
fis-4789	114	23	doi	doi	NOUN
fis-4789	114	24	:	:	PUNCT
fis-4789	114	25	10.3221	10.3221	NUM
fis-4789	114	26	/	/	SYM
fis-4789	114	27	igf	igf	PROPN
fis-4789	114	28	-	-	PUNCT
fis-4789	114	29	esis.69.04	esis.69.04	NOUN
fis-4789	114	30	47	47	NUM
fis-4789	114	31	using	use	VERB
fis-4789	114	32	multiple	multiple	ADJ
fis-4789	114	33	non	non	ADJ
fis-4789	114	34	-	-	ADJ
fis-4789	114	35	destructive	destructive	ADJ
fis-4789	114	36	tests	test	NOUN
fis-4789	114	37	,	,	PUNCT
fis-4789	114	38	a	a	DET
fis-4789	114	39	random	random	ADJ
fis-4789	114	40	forest	forest	NOUN
fis-4789	114	41	-	-	PUNCT
fis-4789	114	42	based	base	VERB
fis-4789	114	43	assessment	assessment	NOUN
fis-4789	114	44	approach	approach	NOUN
fis-4789	114	45	was	be	AUX
fis-4789	114	46	applied	apply	VERB
fis-4789	114	47	to	to	PART
fis-4789	114	48	detect	detect	VERB
fis-4789	114	49	internal	internal	ADJ
fis-4789	114	50	defects	defect	NOUN
fis-4789	114	51	in	in	ADP
fis-4789	114	52	rc	rc	PROPN
fis-4789	114	53	structures	structure	NOUN
fis-4789	114	54	[	[	X
fis-4789	114	55	52	52	NUM
fis-4789	114	56	]	]	PUNCT
fis-4789	114	57	.	.	PUNCT
fis-4789	115	1	ml	ml	PROPN
fis-4789	115	2	was	be	AUX
fis-4789	115	3	similarly	similarly	ADV
fis-4789	115	4	found	find	VERB
fis-4789	115	5	in	in	ADP
fis-4789	115	6	applications	application	NOUN
fis-4789	115	7	like	like	ADP
fis-4789	115	8	load	load	NOUN
fis-4789	115	9	-	-	PUNCT
fis-4789	115	10	carrying	carry	VERB
fis-4789	115	11	capacity	capacity	NOUN
fis-4789	115	12	estimation	estimation	NOUN
fis-4789	115	13	and	and	CCONJ
fis-4789	115	14	failure	failure	NOUN
fis-4789	115	15	mode	mode	NOUN
fis-4789	115	16	modelling	modelling	NOUN
fis-4789	115	17	of	of	ADP
fis-4789	115	18	beam	beam	NOUN
fis-4789	115	19	-	-	PUNCT
fis-4789	115	20	column	column	NOUN
fis-4789	115	21	joint	joint	ADJ
fis-4789	115	22	connections	connection	NOUN
fis-4789	115	23	[	[	X
fis-4789	115	24	53	53	NUM
fis-4789	115	25	]	]	PUNCT
fis-4789	115	26	,	,	PUNCT
fis-4789	115	27	rapid	rapid	ADJ
fis-4789	115	28	seismic	seismic	ADJ
fis-4789	115	29	damage	damage	NOUN
fis-4789	115	30	assessment	assessment	NOUN
fis-4789	115	31	of	of	ADP
fis-4789	115	32	bridge	bridge	NOUN
fis-4789	115	33	portfolios	portfolio	NOUN
fis-4789	115	34	[	[	X
fis-4789	115	35	54	54	NUM
fis-4789	115	36	]	]	PUNCT
fis-4789	115	37	,	,	PUNCT
fis-4789	115	38	and	and	CCONJ
fis-4789	115	39	degree	degree	NOUN
fis-4789	115	40	of	of	ADP
fis-4789	115	41	concrete	concrete	ADJ
fis-4789	115	42	hydration	hydration	NOUN
fis-4789	115	43	[	[	X
fis-4789	115	44	55	55	NUM
fis-4789	115	45	]	]	PUNCT
fis-4789	115	46	.	.	PUNCT
fis-4789	116	1	moreover	moreover	ADV
fis-4789	116	2	,	,	PUNCT
fis-4789	116	3	ml	ml	PROPN
fis-4789	116	4	has	have	AUX
fis-4789	116	5	contributed	contribute	VERB
fis-4789	116	6	to	to	ADP
fis-4789	116	7	the	the	DET
fis-4789	116	8	creation	creation	NOUN
fis-4789	116	9	of	of	ADP
fis-4789	116	10	three	three	NUM
fis-4789	116	11	hybrid	hybrid	ADJ
fis-4789	116	12	algorithms	algorithm	NOUN
fis-4789	116	13	aimed	aim	VERB
fis-4789	116	14	at	at	ADP
fis-4789	116	15	predicting	predict	VERB
fis-4789	116	16	the	the	DET
fis-4789	116	17	mechanical	mechanical	ADJ
fis-4789	116	18	properties	property	NOUN
fis-4789	116	19	of	of	ADP
fis-4789	116	20	plastic	plastic	ADJ
fis-4789	116	21	concrete	concrete	ADJ
fis-4789	116	22	samples	sample	NOUN
fis-4789	116	23	with	with	ADP
fis-4789	116	24	varying	vary	VERB
fis-4789	116	25	geometries	geometry	NOUN
fis-4789	116	26	[	[	X
fis-4789	116	27	56	56	NUM
fis-4789	116	28	]	]	PUNCT
fis-4789	116	29	,	,	PUNCT
fis-4789	116	30	forecasting	forecast	VERB
fis-4789	116	31	the	the	DET
fis-4789	116	32	self	self	NOUN
fis-4789	116	33	-	-	PUNCT
fis-4789	116	34	healing	heal	VERB
fis-4789	116	35	capacity	capacity	NOUN
fis-4789	116	36	of	of	ADP
fis-4789	116	37	bacteria	bacteria	NOUN
fis-4789	116	38	-	-	PUNCT
fis-4789	116	39	based	base	VERB
fis-4789	116	40	concrete	concrete	NOUN
fis-4789	116	41	[	[	X
fis-4789	116	42	57	57	NUM
fis-4789	116	43	]	]	PUNCT
fis-4789	116	44	,	,	PUNCT
fis-4789	116	45	and	and	CCONJ
fis-4789	116	46	improving	improve	VERB
fis-4789	116	47	honeycomb	honeycomb	NOUN
fis-4789	116	48	detection	detection	NOUN
fis-4789	116	49	in	in	ADP
fis-4789	116	50	concrete	concrete	NOUN
fis-4789	116	51	through	through	ADP
fis-4789	116	52	data	data	NOUN
fis-4789	116	53	aggregation	aggregation	NOUN
fis-4789	116	54	[	[	X
fis-4789	116	55	58	58	NUM
fis-4789	116	56	]	]	PUNCT
fis-4789	116	57	.	.	PUNCT
fis-4789	117	1	figure	figure	NOUN
fis-4789	117	2	2	2	NUM
fis-4789	117	3	.	.	PUNCT
fis-4789	117	4	crack	crack	VERB
fis-4789	117	5	detection	detection	NOUN
fis-4789	117	6	in	in	ADP
fis-4789	117	7	a	a	DET
fis-4789	117	8	concrete	concrete	ADJ
fis-4789	117	9	structure	structure	NOUN
fis-4789	117	10	and	and	CCONJ
fis-4789	117	11	classification	classification	NOUN
fis-4789	117	12	[	[	X
fis-4789	117	13	49	49	NUM
fis-4789	117	14	]	]	PUNCT
fis-4789	117	15	.	.	PUNCT
fis-4789	118	1	reprinted	reprint	VERB
fis-4789	118	2	under	under	ADP
fis-4789	118	3	the	the	DET
fis-4789	118	4	creative	creative	ADJ
fis-4789	118	5	commons	common	NOUN
fis-4789	118	6	(	(	PUNCT
fis-4789	118	7	cc	cc	NOUN
fis-4789	118	8	)	)	PUNCT
fis-4789	118	9	license	license	NOUN
fis-4789	118	10	(	(	PUNCT
fis-4789	118	11	cc	cc	VERB
fis-4789	118	12	by	by	ADP
fis-4789	118	13	4.0	4.0	NUM
fis-4789	118	14	)	)	PUNCT
fis-4789	118	15	.	.	PUNCT
fis-4789	119	1	stentoumis	stentoumis	PROPN
fis-4789	119	2	et	et	PROPN
fis-4789	119	3	al	al	PROPN
fis-4789	119	4	.	.	PUNCT
fis-4789	120	1	[	[	X
fis-4789	120	2	59	59	NUM
fis-4789	120	3	]	]	PUNCT
fis-4789	120	4	explored	explore	VERB
fis-4789	120	5	the	the	DET
fis-4789	120	6	2d	2d	NUM
fis-4789	120	7	identification	identification	NOUN
fis-4789	120	8	and	and	CCONJ
fis-4789	120	9	3d	3d	NUM
fis-4789	120	10	modeling	modeling	NOUN
fis-4789	120	11	of	of	ADP
fis-4789	120	12	concrete	concrete	ADJ
fis-4789	120	13	tunnel	tunnel	NOUN
fis-4789	120	14	fractures	fracture	NOUN
fis-4789	120	15	through	through	ADP
fis-4789	120	16	visual	visual	ADJ
fis-4789	120	17	cues	cue	NOUN
fis-4789	120	18	,	,	PUNCT
fis-4789	120	19	proposing	propose	VERB
fis-4789	120	20	a	a	DET
fis-4789	120	21	novel	novel	ADJ
fis-4789	120	22	detection	detection	NOUN
fis-4789	120	23	methodology	methodology	NOUN
fis-4789	120	24	to	to	PART
fis-4789	120	25	address	address	VERB
fis-4789	120	26	shortcomings	shortcoming	NOUN
fis-4789	120	27	in	in	ADP
fis-4789	120	28	existing	exist	VERB
fis-4789	120	29	crack	crack	NOUN
fis-4789	120	30	evaluation	evaluation	NOUN
fis-4789	120	31	methods	method	NOUN
fis-4789	120	32	.	.	PUNCT
fis-4789	121	1	significant	significant	ADJ
fis-4789	121	2	advancements	advancement	NOUN
fis-4789	121	3	in	in	ADP
fis-4789	121	4	this	this	DET
fis-4789	121	5	area	area	NOUN
fis-4789	121	6	encompass	encompass	VERB
fis-4789	121	7	the	the	DET
fis-4789	121	8	integration	integration	NOUN
fis-4789	121	9	of	of	ADP
fis-4789	121	10	a	a	DET
fis-4789	121	11	hybrid	hybrid	ADJ
fis-4789	121	12	technique	technique	NOUN
fis-4789	121	13	for	for	ADP
fis-4789	121	14	cnn	cnn	PROPN
fis-4789	121	15	detector	detector	NOUN
fis-4789	121	16	initialization	initialization	PROPN
fis-4789	121	17	,	,	PUNCT
fis-4789	121	18	adapting	adapt	VERB
fis-4789	121	19	a	a	DET
fis-4789	121	20	modified	modify	VERB
fis-4789	121	21	census	census	NOUN
fis-4789	121	22	transformation	transformation	NOUN
fis-4789	121	23	for	for	ADP
fis-4789	121	24	stereo	stereo	NOUN
fis-4789	121	25	matching	matching	NOUN
fis-4789	121	26	,	,	PUNCT
fis-4789	121	27	and	and	CCONJ
fis-4789	121	28	combining	combine	VERB
fis-4789	121	29	two	two	NUM
fis-4789	121	30	cutting	cutting	NOUN
fis-4789	121	31	-	-	PUNCT
fis-4789	121	32	edge	edge	NOUN
fis-4789	121	33	optimization	optimization	NOUN
fis-4789	121	34	approaches	approach	NOUN
fis-4789	121	35	.	.	PUNCT
fis-4789	122	1	furthermore	furthermore	ADV
fis-4789	122	2	,	,	PUNCT
fis-4789	122	3	a	a	DET
fis-4789	122	4	predictive	predictive	ADJ
fis-4789	122	5	model	model	NOUN
fis-4789	122	6	for	for	ADP
fis-4789	122	7	assessing	assess	VERB
fis-4789	122	8	the	the	DET
fis-4789	122	9	tensile	tensile	NOUN
fis-4789	122	10	breakout	breakout	NOUN
fis-4789	122	11	capacity	capacity	NOUN
fis-4789	122	12	of	of	ADP
fis-4789	122	13	concrete	concrete	ADJ
fis-4789	122	14	fastening	fastening	NOUN
fis-4789	122	15	systems	system	NOUN
fis-4789	122	16	was	be	AUX
fis-4789	122	17	established	establish	VERB
fis-4789	122	18	,	,	PUNCT
fis-4789	122	19	leveraging	leverage	VERB
fis-4789	122	20	machine	machine	NOUN
fis-4789	122	21	learning	learn	VERB
fis-4789	122	22	techniques	technique	NOUN
fis-4789	122	23	,	,	PUNCT
fis-4789	122	24	including	include	VERB
fis-4789	122	25	gaussian	gaussian	ADJ
fis-4789	122	26	process	process	NOUN
fis-4789	122	27	regression	regression	NOUN
fis-4789	122	28	(	(	PUNCT
fis-4789	122	29	gpr	gpr	PROPN
fis-4789	122	30	)	)	PUNCT
fis-4789	122	31	and	and	CCONJ
fis-4789	122	32	support	support	VERB
fis-4789	122	33	vector	vector	NOUN
fis-4789	122	34	regression	regression	NOUN
fis-4789	122	35	(	(	PUNCT
fis-4789	122	36	svr	svr	PROPN
fis-4789	122	37	)	)	PUNCT
fis-4789	122	38	.	.	PUNCT
fis-4789	123	1	[	[	X
fis-4789	123	2	60	60	NUM
fis-4789	123	3	]	]	PUNCT
fis-4789	123	4	.	.	PUNCT
fis-4789	124	1	these	these	DET
fis-4789	124	2	same	same	ADJ
fis-4789	124	3	ml	ml	NOUN
fis-4789	124	4	techniques	technique	NOUN
fis-4789	124	5	were	be	AUX
fis-4789	124	6	applied	apply	VERB
fis-4789	124	7	to	to	PART
fis-4789	124	8	create	create	VERB
fis-4789	124	9	a	a	DET
fis-4789	124	10	model	model	NOUN
fis-4789	124	11	for	for	ADP
fis-4789	124	12	estimating	estimate	VERB
fis-4789	124	13	building	building	NOUN
fis-4789	124	14	repair	repair	NOUN
fis-4789	124	15	time	time	NOUN
fis-4789	124	16	,	,	PUNCT
fis-4789	124	17	considering	consider	VERB
fis-4789	124	18	weight	weight	NOUN
fis-4789	124	19	assignment	assignment	NOUN
fis-4789	124	20	methods	method	NOUN
fis-4789	124	21	and	and	CCONJ
fis-4789	124	22	concrete	concrete	ADJ
fis-4789	124	23	strength	strength	NOUN
fis-4789	124	24	[	[	X
fis-4789	124	25	61	61	NUM
fis-4789	124	26	]	]	PUNCT
fis-4789	124	27	.	.	PUNCT
fis-4789	125	1	additionally	additionally	ADV
fis-4789	125	2	,	,	PUNCT
fis-4789	125	3	other	other	ADJ
fis-4789	125	4	ml	ml	NOUN
fis-4789	125	5	methods	method	NOUN
fis-4789	125	6	,	,	PUNCT
fis-4789	125	7	such	such	ADJ
fis-4789	125	8	as	as	ADP
fis-4789	125	9	multilayer	multilayer	ADJ
fis-4789	125	10	perceptron	perceptron	PROPN
fis-4789	125	11	,	,	PUNCT
fis-4789	125	12	gradient	gradient	NOUN
fis-4789	125	13	boosting	boost	VERB
fis-4789	125	14	regressor	regressor	NOUN
fis-4789	125	15	,	,	PUNCT
fis-4789	125	16	extreme	extreme	ADJ
fis-4789	125	17	gradient	gradient	NOUN
fis-4789	125	18	boosting	boosting	NOUN
fis-4789	125	19	,	,	PUNCT
fis-4789	125	20	and	and	CCONJ
fis-4789	125	21	fuzzy	fuzzy	ADJ
fis-4789	125	22	-	-	PUNCT
fis-4789	125	23	analytical	analytical	ADJ
fis-4789	125	24	hierarchy	hierarchy	NOUN
fis-4789	125	25	process	process	NOUN
fis-4789	125	26	,	,	PUNCT
fis-4789	125	27	were	be	AUX
fis-4789	125	28	utilized	utilize	VERB
fis-4789	125	29	in	in	ADP
fis-4789	125	30	case	case	NOUN
fis-4789	125	31	-	-	PUNCT
fis-4789	125	32	based	base	VERB
fis-4789	125	33	reasoning	reasoning	NOUN
fis-4789	125	34	.	.	PUNCT
fis-4789	126	1	lastly	lastly	ADV
fis-4789	126	2	,	,	PUNCT
fis-4789	126	3	a	a	DET
fis-4789	126	4	prediction	prediction	NOUN
fis-4789	126	5	model	model	NOUN
fis-4789	126	6	was	be	AUX
fis-4789	126	7	tested	test	VERB
fis-4789	126	8	for	for	ADP
fis-4789	126	9	the	the	DET
fis-4789	126	10	flexural	flexural	ADJ
fis-4789	126	11	strength	strength	NOUN
fis-4789	126	12	of	of	ADP
fis-4789	126	13	natural	natural	ADJ
fis-4789	126	14	pozzolana	pozzolana	NOUN
fis-4789	126	15	and	and	CCONJ
fis-4789	126	16	limestone	limestone	NOUN
fis-4789	126	17	-	-	PUNCT
fis-4789	126	18	mixed	mix	VERB
fis-4789	126	19	concrete	concrete	NOUN
fis-4789	126	20	[	[	X
fis-4789	126	21	62	62	NUM
fis-4789	126	22	]	]	PUNCT
fis-4789	126	23	.	.	PUNCT
fis-4789	127	1	in	in	ADP
fis-4789	127	2	civil	civil	ADJ
fis-4789	127	3	engineering	engineering	NOUN
fis-4789	127	4	challenges	challenge	NOUN
fis-4789	127	5	,	,	PUNCT
fis-4789	127	6	ml	ml	PROPN
fis-4789	127	7	has	have	AUX
fis-4789	127	8	played	play	VERB
fis-4789	127	9	a	a	DET
fis-4789	127	10	pivotal	pivotal	ADJ
fis-4789	127	11	role	role	NOUN
fis-4789	127	12	in	in	ADP
fis-4789	127	13	analyzing	analyze	VERB
fis-4789	127	14	complex	complex	ADJ
fis-4789	127	15	problems	problem	NOUN
fis-4789	127	16	using	use	VERB
fis-4789	127	17	various	various	ADJ
fis-4789	127	18	algorithms	algorithm	NOUN
fis-4789	127	19	,	,	PUNCT
fis-4789	127	20	including	include	VERB
fis-4789	127	21	ann	ann	PROPN
fis-4789	127	22	,	,	PUNCT
fis-4789	127	23	regression	regression	NOUN
fis-4789	127	24	,	,	PUNCT
fis-4789	127	25	and	and	CCONJ
fis-4789	127	26	random	random	ADJ
fis-4789	127	27	forest	forest	NOUN
fis-4789	127	28	[	[	X
fis-4789	127	29	63	63	NUM
fis-4789	127	30	]	]	PUNCT
fis-4789	127	31	.	.	PUNCT
fis-4789	128	1	the	the	DET
fis-4789	128	2	effectiveness	effectiveness	NOUN
fis-4789	128	3	of	of	ADP
fis-4789	128	4	mogp	mogp	NOUN
fis-4789	128	5	(	(	PUNCT
fis-4789	128	6	multi	multi	ADJ
fis-4789	128	7	-	-	ADJ
fis-4789	128	8	objective	objective	ADJ
fis-4789	128	9	genetic	genetic	ADJ
fis-4789	128	10	programming	programming	NOUN
fis-4789	128	11	)	)	PUNCT
fis-4789	128	12	is	be	AUX
fis-4789	128	13	exemplified	exemplify	VERB
fis-4789	128	14	in	in	ADP
fis-4789	128	15	simulating	simulate	VERB
fis-4789	128	16	a	a	DET
fis-4789	128	17	demanding	demanding	ADJ
fis-4789	128	18	civil	civil	ADJ
fis-4789	128	19	engineering	engineering	NOUN
fis-4789	128	20	issue	issue	NOUN
fis-4789	128	21	:	:	PUNCT
fis-4789	128	22	the	the	DET
fis-4789	128	23	long	long	ADJ
fis-4789	128	24	-	-	PUNCT
fis-4789	128	25	term	term	NOUN
fis-4789	128	26	creep	creep	NOUN
fis-4789	128	27	of	of	ADP
fis-4789	128	28	concrete	concrete	NOUN
fis-4789	128	29	.	.	PUNCT
fis-4789	129	1	the	the	DET
fis-4789	129	2	mogp	mogp	NOUN
fis-4789	129	3	-	-	PUNCT
fis-4789	129	4	derived	derive	VERB
fis-4789	129	5	creep	creep	NOUN
fis-4789	129	6	model	model	NOUN
fis-4789	129	7	is	be	AUX
fis-4789	129	8	noted	note	VERB
fis-4789	129	9	for	for	ADP
fis-4789	129	10	its	its	PRON
fis-4789	129	11	simplicity	simplicity	NOUN
fis-4789	129	12	,	,	PUNCT
fis-4789	129	13	user	user	NOUN
fis-4789	129	14	-	-	PUNCT
fis-4789	129	15	friendliness	friendliness	ADJ
fis-4789	129	16	,	,	PUNCT
fis-4789	129	17	and	and	CCONJ
fis-4789	129	18	superior	superior	ADJ
fis-4789	129	19	accuracy	accuracy	NOUN
fis-4789	129	20	compared	compare	VERB
fis-4789	129	21	to	to	ADP
fis-4789	129	22	previous	previous	ADJ
fis-4789	129	23	prediction	prediction	NOUN
fis-4789	129	24	models	model	NOUN
fis-4789	129	25	[	[	X
fis-4789	129	26	68	68	NUM
fis-4789	129	27	]	]	PUNCT
fis-4789	129	28	.	.	PUNCT
fis-4789	130	1	additionally	additionally	ADV
fis-4789	130	2	,	,	PUNCT
fis-4789	130	3	a	a	DET
fis-4789	130	4	collaborative	collaborative	ADJ
fis-4789	130	5	ml	ml	NOUN
fis-4789	130	6	-	-	PUNCT
fis-4789	130	7	optimization	optimization	NOUN
fis-4789	130	8	technique	technique	NOUN
fis-4789	130	9	is	be	AUX
fis-4789	130	10	under	under	ADP
fis-4789	130	11	development	development	NOUN
fis-4789	130	12	to	to	PART
fis-4789	130	13	improve	improve	VERB
fis-4789	130	14	the	the	DET
fis-4789	130	15	update	update	NOUN
fis-4789	130	16	of	of	ADP
fis-4789	130	17	finite	finite	ADJ
fis-4789	130	18	element	element	NOUN
fis-4789	130	19	models	model	NOUN
fis-4789	130	20	for	for	ADP
fis-4789	130	21	civil	civil	ADJ
fis-4789	130	22	engineering	engineering	NOUN
fis-4789	130	23	structures	structure	NOUN
fis-4789	130	24	[	[	X
fis-4789	130	25	64	64	NUM
fis-4789	130	26	]	]	PUNCT
fis-4789	130	27	.	.	PUNCT
fis-4789	131	1	an	an	DET
fis-4789	131	2	ensemble	ensemble	ADJ
fis-4789	131	3	ml	ml	NOUN
fis-4789	131	4	model	model	NOUN
fis-4789	131	5	is	be	AUX
fis-4789	131	6	employed	employ	VERB
fis-4789	131	7	to	to	PART
fis-4789	131	8	estimate	estimate	VERB
fis-4789	131	9	corrosion	corrosion	NOUN
fis-4789	131	10	initiation	initiation	NOUN
fis-4789	131	11	time	time	NOUN
fis-4789	131	12	in	in	ADP
fis-4789	131	13	embedded	embed	VERB
fis-4789	131	14	steel	steel	NOUN
fis-4789	131	15	-	-	PUNCT
fis-4789	131	16	reinforced	reinforce	VERB
fis-4789	131	17	self	self	NOUN
fis-4789	131	18	-	-	PUNCT
fis-4789	131	19	compacting	compact	VERB
fis-4789	131	20	concrete	concrete	NOUN
fis-4789	132	1	[	[	X
fis-4789	132	2	65	65	NUM
fis-4789	132	3	]	]	PUNCT
fis-4789	132	4	.	.	PUNCT
fis-4789	133	1	in	in	ADP
fis-4789	133	2	civil	civil	ADJ
fis-4789	133	3	engineering	engineering	NOUN
fis-4789	133	4	,	,	PUNCT
fis-4789	133	5	ml	ml	VERB
fis-4789	133	6	has	have	AUX
fis-4789	133	7	been	be	AUX
fis-4789	133	8	applied	apply	VERB
fis-4789	133	9	to	to	PART
fis-4789	133	10	estimate	estimate	VERB
fis-4789	133	11	seismic	seismic	ADJ
fis-4789	133	12	building	building	NOUN
fis-4789	133	13	structural	structural	ADJ
fis-4789	133	14	types	type	NOUN
fis-4789	134	1	[	[	X
fis-4789	134	2	66	66	NUM
fis-4789	134	3	]	]	PUNCT
fis-4789	134	4	and	and	CCONJ
fis-4789	134	5	develop	develop	VERB
fis-4789	134	6	a	a	DET
fis-4789	134	7	carbonation	carbonation	NOUN
fis-4789	134	8	prediction	prediction	NOUN
fis-4789	134	9	model	model	NOUN
fis-4789	134	10	for	for	ADP
fis-4789	134	11	reinforced	reinforce	VERB
fis-4789	134	12	concrete	concrete	NOUN
fis-4789	135	1	[	[	X
fis-4789	135	2	67	67	NUM
fis-4789	135	3	]	]	PUNCT
fis-4789	135	4	.	.	PUNCT
fis-4789	136	1	furthermore	furthermore	ADV
fis-4789	136	2	,	,	PUNCT
fis-4789	136	3	the	the	DET
fis-4789	136	4	feasibility	feasibility	NOUN
fis-4789	136	5	of	of	ADP
fis-4789	136	6	using	use	VERB
fis-4789	136	7	support	support	NOUN
fis-4789	136	8	vector	vector	NOUN
fis-4789	136	9	machines	machine	NOUN
fis-4789	136	10	(	(	PUNCT
fis-4789	136	11	svm	svm	PROPN
fis-4789	136	12	)	)	PUNCT
fis-4789	136	13	to	to	PART
fis-4789	136	14	forecast	forecast	VERB
fis-4789	136	15	the	the	DET
fis-4789	136	16	fresh	fresh	ADJ
fis-4789	136	17	characteristics	characteristic	NOUN
fis-4789	136	18	of	of	ADP
fis-4789	136	19	self	self	NOUN
fis-4789	136	20	-	-	PUNCT
fis-4789	136	21	compacting	compact	VERB
fis-4789	136	22	concrete	concrete	NOUN
fis-4789	136	23	was	be	AUX
fis-4789	136	24	explored	explore	VERB
fis-4789	136	25	.	.	PUNCT
fis-4789	137	1	some	some	DET
fis-4789	137	2	studies	study	NOUN
fis-4789	137	3	have	have	AUX
fis-4789	137	4	utilized	utilize	VERB
fis-4789	137	5	a	a	DET
fis-4789	137	6	sample	sample	NOUN
fis-4789	137	7	numerical	numerical	ADJ
fis-4789	137	8	example	example	NOUN
fis-4789	137	9	to	to	PART
fis-4789	137	10	illustrate	illustrate	VERB
fis-4789	137	11	and	and	CCONJ
fis-4789	137	12	visualize	visualize	VERB
fis-4789	137	13	the	the	DET
fis-4789	137	14	risk	risk	NOUN
fis-4789	137	15	-	-	PUNCT
fis-4789	137	16	based	base	VERB
fis-4789	137	17	active	active	ADJ
fis-4789	137	18	learning	learning	NOUN
fis-4789	137	19	process	process	NOUN
fis-4789	137	20	,	,	PUNCT
fis-4789	137	21	which	which	PRON
fis-4789	137	22	was	be	AUX
fis-4789	137	23	then	then	ADV
fis-4789	137	24	applied	apply	VERB
fis-4789	137	25	to	to	ADP
fis-4789	137	26	the	the	DET
fis-4789	137	27	z24	z24	PROPN
fis-4789	137	28	bridge	bridge	PROPN
fis-4789	137	29	benchmark	benchmark	NOUN
fis-4789	137	30	.	.	PUNCT
fis-4789	138	1	the	the	DET
fis-4789	138	2	case	case	NOUN
fis-4789	138	3	study	study	NOUN
fis-4789	138	4	findings	finding	NOUN
fis-4789	138	5	reveal	reveal	VERB
fis-4789	138	6	that	that	SCONJ
fis-4789	138	7	risk	risk	NOUN
fis-4789	138	8	-	-	PUNCT
fis-4789	138	9	based	base	VERB
fis-4789	138	10	active	active	ADJ
fis-4789	138	11	learning	learning	NOUN
fis-4789	138	12	by	by	ADP
fis-4789	138	13	a	a	DET
fis-4789	138	14	statistical	statistical	ADJ
fis-4789	138	15	classifier	classifier	NOUN
fis-4789	138	16	can	can	AUX
fis-4789	138	17	significantly	significantly	ADV
fis-4789	138	18	enhance	enhance	VERB
fis-4789	138	19	decision	decision	NOUN
fis-4789	138	20	-	-	PUNCT
fis-4789	138	21	making	make	VERB
fis-4789	138	22	processes	process	NOUN
fis-4789	138	23	for	for	ADP
fis-4789	138	24	better	well	ADJ
fis-4789	138	25	outcomes	outcome	NOUN
fis-4789	138	26	[	[	X
fis-4789	138	27	68	68	NUM
fis-4789	138	28	]	]	PUNCT
fis-4789	138	29	.	.	PUNCT
fis-4789	139	1	machine	machine	NOUN
fis-4789	139	2	learning	learning	NOUN
fis-4789	139	3	and	and	CCONJ
fis-4789	139	4	shm	shm	NOUN
fis-4789	139	5	reinforced	reinforce	VERB
fis-4789	139	6	concrete	concrete	ADJ
fis-4789	139	7	structures	structure	NOUN
fis-4789	139	8	.	.	PUNCT
fis-4789	140	1	supervised	supervised	ADJ
fis-4789	140	2	learning	learning	NOUN
fis-4789	140	3	(	(	PUNCT
fis-4789	140	4	sl	sl	NOUN
fis-4789	140	5	)	)	PUNCT
fis-4789	140	6	involves	involve	VERB
fis-4789	140	7	using	use	VERB
fis-4789	140	8	labeled	label	VERB
fis-4789	140	9	data	datum	NOUN
fis-4789	140	10	to	to	PART
fis-4789	140	11	teach	teach	VERB
fis-4789	140	12	the	the	DET
fis-4789	140	13	machine	machine	NOUN
fis-4789	140	14	about	about	ADP
fis-4789	140	15	the	the	DET
fis-4789	140	16	characteristics	characteristic	NOUN
fis-4789	140	17	associated	associate	VERB
fis-4789	140	18	with	with	ADP
fis-4789	140	19	the	the	DET
fis-4789	140	20	provided	provide	VERB
fis-4789	140	21	labels	label	NOUN
fis-4789	140	22	,	,	PUNCT
fis-4789	140	23	making	make	VERB
fis-4789	140	24	it	it	PRON
fis-4789	140	25	suitable	suitable	ADJ
fis-4789	140	26	for	for	ADP
fis-4789	140	27	training	training	NOUN
fis-4789	140	28	models	model	NOUN
fis-4789	140	29	to	to	PART
fis-4789	140	30	address	address	VERB
fis-4789	140	31	regression	regression	NOUN
fis-4789	140	32	and	and	CCONJ
fis-4789	140	33	classification	classification	NOUN
fis-4789	140	34	challenges	challenge	NOUN
fis-4789	140	35	.	.	PUNCT
fis-4789	141	1	for	for	ADP
fis-4789	141	2	example	example	NOUN
fis-4789	141	3	,	,	PUNCT
fis-4789	141	4	in	in	ADP
fis-4789	141	5	the	the	DET
fis-4789	141	6	field	field	NOUN
fis-4789	141	7	of	of	ADP
fis-4789	141	8	shm	shm	NOUN
fis-4789	141	9	,	,	PUNCT
fis-4789	141	10	supervised	supervised	ADJ
fis-4789	141	11	learning	learning	NOUN
fis-4789	141	12	can	can	AUX
fis-4789	141	13	be	be	AUX
fis-4789	141	14	utilized	utilize	VERB
fis-4789	141	15	to	to	PART
fis-4789	141	16	identify	identify	VERB
fis-4789	141	17	and	and	CCONJ
fis-4789	141	18	assess	assess	VERB
fis-4789	141	19	the	the	DET
fis-4789	141	20	type	type	NOUN
fis-4789	141	21	and	and	CCONJ
fis-4789	141	22	severity	severity	NOUN
fis-4789	141	23	of	of	ADP
fis-4789	141	24	damage	damage	NOUN
fis-4789	141	25	[	[	X
fis-4789	141	26	69	69	NUM
fis-4789	141	27	]	]	PUNCT
fis-4789	141	28	.	.	PUNCT
fis-4789	142	1	on	on	ADP
fis-4789	142	2	the	the	DET
fis-4789	142	3	other	other	ADJ
fis-4789	142	4	hand	hand	NOUN
fis-4789	142	5	,	,	PUNCT
fis-4789	142	6	unsupervised	unsupervised	ADJ
fis-4789	142	7	learning	learning	NOUN
fis-4789	142	8	focuses	focus	VERB
fis-4789	142	9	on	on	ADP
fis-4789	142	10	unlabelled	unlabelled	ADJ
fis-4789	142	11	data	datum	NOUN
fis-4789	142	12	,	,	PUNCT
fis-4789	142	13	where	where	SCONJ
fis-4789	142	14	datasets	dataset	NOUN
fis-4789	142	15	lack	lack	VERB
fis-4789	142	16	clear	clear	ADJ
fis-4789	142	17	outputs	output	NOUN
fis-4789	142	18	but	but	CCONJ
fis-4789	142	19	follow	follow	VERB
fis-4789	142	20	general	general	ADJ
fis-4789	142	21	patterns	pattern	NOUN
fis-4789	142	22	a.	a.	PROPN
fis-4789	142	23	anjum	anjum	PROPN
fis-4789	142	24	et	et	PROPN
fis-4789	142	25	alii	alii	PROPN
fis-4789	142	26	,	,	PUNCT
fis-4789	142	27	frattura	frattura	PROPN
fis-4789	142	28	ed	ed	PROPN
fis-4789	142	29	integrità	integrità	PROPN
fis-4789	142	30	strutturale	strutturale	PROPN
fis-4789	142	31	,	,	PUNCT
fis-4789	142	32	69	69	NUM
fis-4789	142	33	(	(	PUNCT
fis-4789	142	34	2024	2024	NUM
fis-4789	142	35	)	)	PUNCT
fis-4789	142	36	43	43	NUM
fis-4789	142	37	-	-	SYM
fis-4789	142	38	59	59	NUM
fis-4789	142	39	;	;	PUNCT
fis-4789	142	40	doi	doi	NOUN
fis-4789	142	41	:	:	PUNCT
fis-4789	142	42	10.3221	10.3221	NUM
fis-4789	142	43	/	/	SYM
fis-4789	142	44	igf	igf	PROPN
fis-4789	142	45	-	-	PUNCT
fis-4789	142	46	esis.69.04	esis.69.04	PROPN
fis-4789	142	47	48	48	NUM
fis-4789	142	48	that	that	PRON
fis-4789	142	49	can	can	AUX
fis-4789	142	50	be	be	AUX
fis-4789	142	51	summarized	summarize	VERB
fis-4789	142	52	based	base	VERB
fis-4789	142	53	on	on	ADP
fis-4789	142	54	specific	specific	ADJ
fis-4789	142	55	trends	trend	NOUN
fis-4789	142	56	.	.	PUNCT
fis-4789	143	1	the	the	DET
fis-4789	143	2	goal	goal	NOUN
fis-4789	143	3	here	here	ADV
fis-4789	143	4	is	be	AUX
fis-4789	143	5	to	to	PART
fis-4789	143	6	obtain	obtain	VERB
fis-4789	143	7	accurate	accurate	ADJ
fis-4789	143	8	and	and	CCONJ
fis-4789	143	9	well	well	ADV
fis-4789	143	10	-	-	PUNCT
fis-4789	143	11	predicted	predict	VERB
fis-4789	143	12	results	result	NOUN
fis-4789	143	13	by	by	ADP
fis-4789	143	14	the	the	DET
fis-4789	143	15	end	end	NOUN
fis-4789	143	16	of	of	ADP
fis-4789	143	17	the	the	DET
fis-4789	143	18	process	process	NOUN
fis-4789	143	19	[	[	X
fis-4789	143	20	2	2	NUM
fis-4789	143	21	]	]	PUNCT
fis-4789	143	22	.	.	PUNCT
fis-4789	144	1	recently	recently	ADV
fis-4789	144	2	,	,	PUNCT
fis-4789	144	3	ml	ml	ADP
fis-4789	144	4	algorithms	algorithm	NOUN
fis-4789	144	5	have	have	AUX
fis-4789	144	6	demonstrated	demonstrate	VERB
fis-4789	144	7	significant	significant	ADJ
fis-4789	144	8	promise	promise	NOUN
fis-4789	144	9	in	in	ADP
fis-4789	144	10	shm	shm	NOUN
fis-4789	144	11	applications	application	NOUN
fis-4789	144	12	within	within	ADP
fis-4789	144	13	structural	structural	ADJ
fis-4789	144	14	engineering	engineering	NOUN
fis-4789	144	15	.	.	PUNCT
fis-4789	145	1	these	these	DET
fis-4789	145	2	techniques	technique	NOUN
fis-4789	145	3	are	be	AUX
fis-4789	145	4	increasingly	increasingly	ADV
fis-4789	145	5	applied	apply	VERB
fis-4789	145	6	to	to	PART
fis-4789	145	7	detect	detect	VERB
fis-4789	145	8	damage	damage	NOUN
fis-4789	145	9	in	in	ADP
fis-4789	145	10	historic	historic	ADJ
fis-4789	145	11	structures	structure	NOUN
fis-4789	145	12	.	.	PUNCT
fis-4789	146	1	although	although	SCONJ
fis-4789	146	2	ml	ml	NOUN
fis-4789	146	3	was	be	AUX
fis-4789	146	4	initially	initially	ADV
fis-4789	146	5	used	use	VERB
fis-4789	146	6	for	for	ADP
fis-4789	146	7	different	different	ADJ
fis-4789	146	8	designs	design	NOUN
fis-4789	146	9	and	and	CCONJ
fis-4789	146	10	material	material	NOUN
fis-4789	146	11	properties	property	NOUN
fis-4789	146	12	of	of	ADP
fis-4789	146	13	concrete	concrete	NOUN
fis-4789	146	14	,	,	PUNCT
fis-4789	146	15	its	its	PRON
fis-4789	146	16	application	application	NOUN
fis-4789	146	17	to	to	ADP
fis-4789	146	18	legacy	legacy	NOUN
fis-4789	146	19	structures	structure	NOUN
fis-4789	146	20	is	be	AUX
fis-4789	146	21	relatively	relatively	ADV
fis-4789	146	22	recent	recent	ADJ
fis-4789	146	23	.	.	PUNCT
fis-4789	147	1	some	some	PRON
fis-4789	147	2	of	of	ADP
fis-4789	147	3	the	the	DET
fis-4789	147	4	most	most	ADV
fis-4789	147	5	cutting	cutting	NOUN
fis-4789	147	6	-	-	PUNCT
fis-4789	147	7	edge	edge	NOUN
fis-4789	147	8	applications	application	NOUN
fis-4789	147	9	of	of	ADP
fis-4789	147	10	ml	ml	NOUN
fis-4789	147	11	techniques	technique	NOUN
fis-4789	147	12	are	be	AUX
fis-4789	147	13	being	be	AUX
fis-4789	147	14	directly	directly	ADV
fis-4789	147	15	and	and	CCONJ
fis-4789	147	16	indirectly	indirectly	ADV
fis-4789	147	17	employed	employ	VERB
fis-4789	147	18	in	in	ADP
fis-4789	147	19	the	the	DET
fis-4789	147	20	context	context	NOUN
fis-4789	147	21	of	of	ADP
fis-4789	147	22	historic	historic	ADJ
fis-4789	147	23	buildings	building	NOUN
fis-4789	147	24	.	.	PUNCT
fis-4789	148	1	damage	damage	NOUN
fis-4789	148	2	detection	detection	NOUN
fis-4789	148	3	in	in	ADP
fis-4789	148	4	concrete	concrete	ADJ
fis-4789	148	5	structures	structure	NOUN
fis-4789	148	6	with	with	ADP
fis-4789	148	7	impedance	impedance	NOUN
fis-4789	148	8	data	datum	NOUN
fis-4789	148	9	and	and	CCONJ
fis-4789	148	10	ml	ml	PROPN
fis-4789	148	11	has	have	AUX
fis-4789	148	12	been	be	AUX
fis-4789	148	13	proven	prove	VERB
fis-4789	148	14	effective	effective	ADJ
fis-4789	148	15	in	in	ADP
fis-4789	148	16	optimizing	optimize	VERB
fis-4789	148	17	the	the	DET
fis-4789	148	18	model	model	NOUN
fis-4789	148	19	[	[	X
fis-4789	148	20	70	70	NUM
fis-4789	148	21	]	]	PUNCT
fis-4789	148	22	.	.	PUNCT
fis-4789	149	1	detecting	detect	VERB
fis-4789	149	2	surface	surface	NOUN
fis-4789	149	3	-	-	PUNCT
fis-4789	149	4	level	level	NOUN
fis-4789	149	5	damage	damage	NOUN
fis-4789	149	6	on	on	ADP
fis-4789	149	7	architectural	architectural	ADJ
fis-4789	149	8	landmarks	landmark	NOUN
fis-4789	149	9	is	be	AUX
fis-4789	149	10	fundamental	fundamental	ADJ
fis-4789	149	11	in	in	ADP
fis-4789	149	12	structural	structural	ADJ
fis-4789	149	13	engineering	engineering	NOUN
fis-4789	149	14	assessment	assessment	NOUN
fis-4789	149	15	.	.	PUNCT
fis-4789	150	1	cnns	cnns	PROPN
fis-4789	150	2	,	,	PUNCT
fis-4789	150	3	a	a	DET
fis-4789	150	4	type	type	NOUN
fis-4789	150	5	of	of	ADP
fis-4789	150	6	deep	deep	ADJ
fis-4789	150	7	learning	learning	NOUN
fis-4789	150	8	network	network	NOUN
fis-4789	150	9	,	,	PUNCT
fis-4789	150	10	excel	excel	VERB
fis-4789	150	11	at	at	ADP
fis-4789	150	12	tasks	task	NOUN
fis-4789	150	13	beyond	beyond	ADP
fis-4789	150	14	the	the	DET
fis-4789	150	15	capabilities	capability	NOUN
fis-4789	150	16	of	of	ADP
fis-4789	150	17	simple	simple	ADJ
fis-4789	150	18	anns	ann	NOUN
fis-4789	150	19	,	,	PUNCT
fis-4789	150	20	such	such	ADJ
fis-4789	150	21	as	as	ADP
fis-4789	150	22	image	image	NOUN
fis-4789	150	23	classification	classification	NOUN
fis-4789	150	24	.	.	PUNCT
fis-4789	151	1	a	a	DET
fis-4789	151	2	typical	typical	ADJ
fis-4789	151	3	cnn	cnn	NOUN
fis-4789	151	4	architecture	architecture	NOUN
fis-4789	151	5	comprises	comprise	VERB
fis-4789	151	6	multiple	multiple	ADJ
fis-4789	151	7	convolutional	convolutional	ADJ
fis-4789	151	8	blocks	block	NOUN
fis-4789	151	9	and	and	CCONJ
fis-4789	151	10	a	a	DET
fis-4789	151	11	fully	fully	ADV
fis-4789	151	12	connected	connected	ADJ
fis-4789	151	13	layer	layer	NOUN
fis-4789	151	14	.	.	PUNCT
fis-4789	152	1	filters	filter	NOUN
fis-4789	152	2	or	or	CCONJ
fis-4789	152	3	kernels	kernel	NOUN
fis-4789	152	4	are	be	AUX
fis-4789	152	5	employed	employ	VERB
fis-4789	152	6	to	to	PART
fis-4789	152	7	extract	extract	VERB
fis-4789	152	8	essential	essential	ADJ
fis-4789	152	9	features	feature	NOUN
fis-4789	152	10	for	for	ADP
fis-4789	152	11	classification	classification	NOUN
fis-4789	152	12	,	,	PUNCT
fis-4789	152	13	such	such	ADJ
fis-4789	152	14	as	as	ADP
fis-4789	152	15	edges	edge	NOUN
fis-4789	152	16	and	and	CCONJ
fis-4789	152	17	boundaries	boundary	NOUN
fis-4789	152	18	.	.	PUNCT
fis-4789	153	1	applying	apply	VERB
fis-4789	153	2	these	these	DET
fis-4789	153	3	filters	filter	NOUN
fis-4789	153	4	with	with	ADP
fis-4789	153	5	unique	unique	ADJ
fis-4789	153	6	weight	weight	NOUN
fis-4789	153	7	vectors	vector	NOUN
fis-4789	153	8	across	across	ADP
fis-4789	153	9	the	the	DET
fis-4789	153	10	image	image	NOUN
fis-4789	153	11	generates	generate	VERB
fis-4789	153	12	feature	feature	NOUN
fis-4789	153	13	maps	map	NOUN
fis-4789	153	14	.	.	PUNCT
fis-4789	154	1	cnn	cnn	PROPN
fis-4789	154	2	models	model	NOUN
fis-4789	154	3	are	be	AUX
fis-4789	154	4	trained	train	VERB
fis-4789	154	5	using	use	VERB
fis-4789	154	6	various	various	ADJ
fis-4789	154	7	photos	photo	NOUN
fis-4789	154	8	of	of	ADP
fis-4789	154	9	the	the	DET
fis-4789	154	10	monument	monument	NOUN
fis-4789	154	11	under	under	ADP
fis-4789	154	12	different	different	ADJ
fis-4789	154	13	conditions	condition	NOUN
fis-4789	154	14	,	,	PUNCT
fis-4789	154	15	including	include	VERB
fis-4789	154	16	varying	vary	VERB
fis-4789	154	17	lighting	lighting	NOUN
fis-4789	154	18	,	,	PUNCT
fis-4789	154	19	shadows	shadow	NOUN
fis-4789	154	20	,	,	PUNCT
fis-4789	154	21	and	and	CCONJ
fis-4789	154	22	more	more	ADJ
fis-4789	154	23	[	[	X
fis-4789	154	24	71	71	NUM
fis-4789	154	25	]	]	PUNCT
fis-4789	154	26	.	.	PUNCT
fis-4789	155	1	the	the	DET
fis-4789	155	2	classification	classification	NOUN
fis-4789	155	3	of	of	ADP
fis-4789	155	4	ml	ml	NOUN
fis-4789	155	5	is	be	AUX
fis-4789	155	6	depicted	depict	VERB
fis-4789	155	7	in	in	ADP
fis-4789	155	8	fig	fig	NOUN
fis-4789	155	9	.	.	PUNCT
fis-4789	156	1	3	3	X
fis-4789	156	2	.	.	X
fis-4789	156	3	the	the	DET
fis-4789	156	4	shm	shm	NOUN
fis-4789	156	5	is	be	AUX
fis-4789	156	6	an	an	DET
fis-4789	156	7	imaginative	imaginative	ADJ
fis-4789	156	8	strategy	strategy	NOUN
fis-4789	156	9	for	for	ADP
fis-4789	156	10	scholarly	scholarly	ADJ
fis-4789	156	11	calculations	calculation	NOUN
fis-4789	156	12	to	to	PART
fis-4789	156	13	cross	cross	VERB
fis-4789	156	14	,	,	PUNCT
fis-4789	156	15	mixing	mix	VERB
fis-4789	156	16	modern	modern	ADJ
fis-4789	156	17	sensor	sensor	NOUN
fis-4789	156	18	advancements	advancement	NOUN
fis-4789	156	19	with	with	ADP
fis-4789	156	20	a	a	DET
fis-4789	156	21	look	look	NOUN
fis-4789	156	22	at	at	ADP
fis-4789	156	23	foundational	foundational	ADJ
fis-4789	156	24	strength	strength	NOUN
fis-4789	156	25	issues	issue	NOUN
fis-4789	156	26	[	[	X
fis-4789	156	27	72	72	NUM
fis-4789	156	28	]	]	PUNCT
fis-4789	156	29	.	.	PUNCT
fis-4789	157	1	factual	factual	ADJ
fis-4789	157	2	model	model	NOUN
fis-4789	157	3	creation	creation	NOUN
fis-4789	157	4	is	be	AUX
fis-4789	157	5	worried	worried	ADJ
fis-4789	157	6	about	about	ADP
fis-4789	157	7	the	the	DET
fis-4789	157	8	execution	execution	NOUN
fis-4789	157	9	of	of	ADP
fis-4789	157	10	calculations	calculation	NOUN
fis-4789	157	11	that	that	PRON
fis-4789	157	12	utilize	utilize	VERB
fis-4789	157	13	the	the	DET
fis-4789	157	14	extricated	extricate	VERB
fis-4789	157	15	highlights	highlight	NOUN
fis-4789	157	16	to	to	PART
fis-4789	157	17	gauge	gauge	VERB
fis-4789	157	18	the	the	DET
fis-4789	157	19	degree	degree	NOUN
fis-4789	157	20	of	of	ADP
fis-4789	157	21	the	the	DET
fis-4789	157	22	harmed	harm	VERB
fis-4789	157	23	structure	structure	NOUN
fis-4789	157	24	.	.	PUNCT
fis-4789	158	1	these	these	DET
fis-4789	158	2	calculations	calculation	NOUN
fis-4789	158	3	can	can	AUX
fis-4789	158	4	be	be	AUX
fis-4789	158	5	characterized	characterize	VERB
fis-4789	158	6	into	into	ADP
fis-4789	158	7	two	two	NUM
fis-4789	158	8	classes	class	NOUN
fis-4789	158	9	.	.	PUNCT
fis-4789	159	1	these	these	DET
fis-4789	159	2	calculations	calculation	NOUN
fis-4789	159	3	test	test	VERB
fis-4789	159	4	factual	factual	ADJ
fis-4789	159	5	circulations	circulation	NOUN
fis-4789	159	6	of	of	ADP
fis-4789	159	7	deliberate	deliberate	ADJ
fis-4789	159	8	or	or	CCONJ
fis-4789	159	9	determined	determined	ADJ
fis-4789	159	10	highlights	highlight	NOUN
fis-4789	159	11	to	to	PART
fis-4789	159	12	improve	improve	VERB
fis-4789	159	13	the	the	DET
fis-4789	159	14	harm	harm	NOUN
fis-4789	159	15	discovery	discovery	NOUN
fis-4789	159	16	measure	measure	NOUN
fis-4789	159	17	.	.	PUNCT
fis-4789	160	1	a	a	DET
fis-4789	160	2	more	more	ADV
fis-4789	160	3	extensive	extensive	ADJ
fis-4789	160	4	and	and	CCONJ
fis-4789	160	5	more	more	ADV
fis-4789	160	6	far	far	ADV
fis-4789	160	7	-	-	PUNCT
fis-4789	160	8	reaching	reach	VERB
fis-4789	160	9	conversation	conversation	NOUN
fis-4789	160	10	can	can	AUX
fis-4789	160	11	be	be	AUX
fis-4789	160	12	found	find	VERB
fis-4789	160	13	[	[	X
fis-4789	160	14	16,73	16,73	NUM
fis-4789	160	15	]	]	PUNCT
fis-4789	160	16	,	,	PUNCT
fis-4789	160	17	two	two	NUM
fis-4789	160	18	critical	critical	ADJ
fis-4789	160	19	writings	writing	NOUN
fis-4789	160	20	for	for	ADP
fis-4789	160	21	all	all	DET
fis-4789	160	22	individuals	individual	NOUN
fis-4789	160	23	chipping	chip	VERB
fis-4789	160	24	away	away	ADP
fis-4789	160	25	at	at	ADP
fis-4789	160	26	shm	shm	NOUN
fis-4789	160	27	.	.	PUNCT
fis-4789	161	1	in	in	ADP
fis-4789	161	2	some	some	DET
fis-4789	161	3	studies	study	NOUN
fis-4789	161	4	,	,	PUNCT
fis-4789	161	5	unsupervised	unsupervised	ADJ
fis-4789	161	6	learning	learning	NOUN
fis-4789	161	7	was	be	AUX
fis-4789	161	8	used	use	VERB
fis-4789	161	9	to	to	PART
fis-4789	161	10	detect	detect	VERB
fis-4789	161	11	the	the	DET
fis-4789	161	12	presence	presence	NOUN
fis-4789	161	13	and	and	CCONJ
fis-4789	161	14	location	location	NOUN
fis-4789	161	15	of	of	ADP
fis-4789	161	16	damage	damage	NOUN
fis-4789	161	17	in	in	ADP
fis-4789	161	18	specific	specific	ADJ
fis-4789	161	19	experiments	experiment	NOUN
fis-4789	161	20	.	.	PUNCT
fis-4789	162	1	in	in	ADP
fis-4789	162	2	contrast	contrast	NOUN
fis-4789	162	3	,	,	PUNCT
fis-4789	162	4	supervised	supervised	ADJ
fis-4789	162	5	learning	learning	NOUN
fis-4789	162	6	was	be	AUX
fis-4789	162	7	used	use	VERB
fis-4789	162	8	to	to	PART
fis-4789	162	9	identify	identify	VERB
fis-4789	162	10	the	the	DET
fis-4789	162	11	kind	kind	NOUN
fis-4789	162	12	and	and	CCONJ
fis-4789	162	13	severity	severity	NOUN
fis-4789	162	14	of	of	ADP
fis-4789	162	15	damage	damage	NOUN
fis-4789	162	16	in	in	ADP
fis-4789	162	17	shm	shm	NOUN
fis-4789	162	18	investigations	investigation	NOUN
fis-4789	162	19	[	[	X
fis-4789	162	20	74	74	NUM
fis-4789	162	21	]	]	PUNCT
fis-4789	162	22	.	.	PUNCT
fis-4789	163	1	albuthbahak	albuthbahak	ADV
fis-4789	163	2	et	et	PROPN
fis-4789	163	3	al	al	PROPN
fis-4789	163	4	.	.	PUNCT
fis-4789	164	1	[	[	X
fis-4789	164	2	75	75	NUM
fis-4789	164	3	]	]	PUNCT
fis-4789	164	4	have	have	AUX
fis-4789	164	5	demonstrated	demonstrate	VERB
fis-4789	164	6	using	use	VERB
fis-4789	164	7	supervised	supervised	ADJ
fis-4789	164	8	learning	learning	NOUN
fis-4789	164	9	models	model	NOUN
fis-4789	164	10	to	to	PART
fis-4789	164	11	estimate	estimate	VERB
fis-4789	164	12	concrete	concrete	ADJ
fis-4789	164	13	compressive	compressive	ADJ
fis-4789	164	14	strength	strength	NOUN
fis-4789	164	15	using	use	VERB
fis-4789	164	16	ultrasonic	ultrasonic	ADJ
fis-4789	164	17	pulse	pulse	NOUN
fis-4789	164	18	velocity	velocity	NOUN
fis-4789	164	19	and	and	CCONJ
fis-4789	164	20	mix	mix	VERB
fis-4789	164	21	factors	factor	NOUN
fis-4789	164	22	.	.	PUNCT
fis-4789	165	1	lu	lu	VERB
fis-4789	165	2	et	et	PROPN
fis-4789	165	3	al	al	PROPN
fis-4789	165	4	.	.	PUNCT
fis-4789	166	1	[	[	X
fis-4789	166	2	76	76	NUM
fis-4789	166	3	]	]	PUNCT
fis-4789	166	4	proposed	propose	VERB
fis-4789	166	5	a	a	DET
fis-4789	166	6	robust	robust	ADJ
fis-4789	166	7	technique	technique	NOUN
fis-4789	166	8	for	for	ADP
fis-4789	166	9	condition	condition	NOUN
fis-4789	166	10	evaluation	evaluation	NOUN
fis-4789	166	11	of	of	ADP
fis-4789	166	12	reallife	reallife	PROPN
fis-4789	166	13	concrete	concrete	ADJ
fis-4789	166	14	structures	structure	NOUN
fis-4789	166	15	for	for	ADP
fis-4789	166	16	identifying	identify	VERB
fis-4789	166	17	tiny	tiny	ADJ
fis-4789	166	18	fractures	fracture	NOUN
fis-4789	166	19	at	at	ADP
fis-4789	166	20	an	an	DET
fis-4789	166	21	early	early	ADJ
fis-4789	166	22	stage	stage	NOUN
fis-4789	166	23	of	of	ADP
fis-4789	166	24	development	development	NOUN
fis-4789	166	25	,	,	PUNCT
fis-4789	166	26	which	which	PRON
fis-4789	166	27	uses	use	VERB
fis-4789	166	28	an	an	DET
fis-4789	166	29	unsupervised	unsupervised	ADJ
fis-4789	166	30	learning	learn	VERB
fis-4789	166	31	one	one	NUM
fis-4789	166	32	-	-	PUNCT
fis-4789	166	33	class	class	NOUN
fis-4789	166	34	support	support	NOUN
fis-4789	166	35	vector	vector	NOUN
fis-4789	166	36	machine	machine	NOUN
fis-4789	166	37	.	.	PUNCT
fis-4789	167	1	a	a	DET
fis-4789	167	2	clustering	clustering	ADJ
fis-4789	167	3	method	method	NOUN
fis-4789	167	4	for	for	ADP
fis-4789	167	5	bridge	bridge	NOUN
fis-4789	167	6	shm	shm	NOUN
fis-4789	167	7	[	[	X
fis-4789	167	8	77	77	NUM
fis-4789	167	9	]	]	PUNCT
fis-4789	167	10	is	be	AUX
fis-4789	167	11	shown	show	VERB
fis-4789	167	12	in	in	ADP
fis-4789	167	13	fig	fig	NOUN
fis-4789	167	14	.	.	PUNCT
fis-4789	168	1	4	4	X
fis-4789	168	2	.	.	X
fis-4789	168	3	figure	figure	NOUN
fis-4789	168	4	3	3	NUM
fis-4789	168	5	.	.	PUNCT
fis-4789	168	6	ml	ml	NOUN
fis-4789	168	7	types	type	NOUN
fis-4789	168	8	with	with	ADP
fis-4789	168	9	commonly	commonly	ADV
fis-4789	168	10	adopted	adopt	VERB
fis-4789	168	11	algorithms	algorithm	NOUN
fis-4789	168	12	.	.	PUNCT
fis-4789	169	1	various	various	ADJ
fis-4789	169	2	ml	ml	NOUN
fis-4789	169	3	models	model	NOUN
fis-4789	169	4	,	,	PUNCT
fis-4789	169	5	such	such	ADJ
fis-4789	169	6	as	as	ADP
fis-4789	169	7	anns	ann	NOUN
fis-4789	169	8	,	,	PUNCT
fis-4789	169	9	svm	svm	ADJ
fis-4789	169	10	,	,	PUNCT
fis-4789	169	11	decision	decision	NOUN
fis-4789	169	12	trees	tree	NOUN
fis-4789	169	13	,	,	PUNCT
fis-4789	169	14	and	and	CCONJ
fis-4789	169	15	evolutionary	evolutionary	ADJ
fis-4789	169	16	algorithms	algorithm	NOUN
fis-4789	169	17	,	,	PUNCT
fis-4789	169	18	can	can	AUX
fis-4789	169	19	be	be	AUX
fis-4789	169	20	applied	apply	VERB
fis-4789	169	21	to	to	PART
fis-4789	169	22	predict	predict	VERB
fis-4789	169	23	the	the	DET
fis-4789	169	24	mechanical	mechanical	ADJ
fis-4789	169	25	properties	property	NOUN
fis-4789	169	26	of	of	ADP
fis-4789	169	27	concrete	concrete	NOUN
fis-4789	169	28	[	[	X
fis-4789	169	29	78	78	NUM
fis-4789	169	30	]	]	PUNCT
fis-4789	169	31	.	.	PUNCT
fis-4789	170	1	ml	ml	PROPN
fis-4789	170	2	is	be	AUX
fis-4789	170	3	a	a	DET
fis-4789	170	4	technology	technology	NOUN
fis-4789	170	5	widely	widely	ADV
fis-4789	170	6	used	use	VERB
fis-4789	170	7	in	in	ADP
fis-4789	170	8	pattern	pattern	NOUN
fis-4789	170	9	recognition	recognition	NOUN
fis-4789	170	10	,	,	PUNCT
fis-4789	170	11	data	data	NOUN
fis-4789	170	12	extraction	extraction	NOUN
fis-4789	170	13	,	,	PUNCT
fis-4789	170	14	natural	natural	ADJ
fis-4789	170	15	language	language	NOUN
fis-4789	170	16	processing	processing	NOUN
fis-4789	170	17	,	,	PUNCT
fis-4789	170	18	and	and	CCONJ
fis-4789	170	19	other	other	ADJ
fis-4789	170	20	areas	area	NOUN
fis-4789	170	21	,	,	PUNCT
fis-4789	170	22	with	with	ADP
fis-4789	170	23	three	three	NUM
fis-4789	170	24	main	main	ADJ
fis-4789	170	25	types	type	NOUN
fis-4789	170	26	:	:	PUNCT
fis-4789	170	27	supervised	supervised	ADJ
fis-4789	170	28	,	,	PUNCT
fis-4789	170	29	unsupervised	unsupervised	ADJ
fis-4789	170	30	,	,	PUNCT
fis-4789	170	31	and	and	CCONJ
fis-4789	170	32	reinforcement	reinforcement	NOUN
fis-4789	170	33	learning	learning	NOUN
fis-4789	170	34	.	.	PUNCT
fis-4789	171	1	among	among	ADP
fis-4789	171	2	these	these	PRON
fis-4789	171	3	,	,	PUNCT
fis-4789	171	4	a	a	DET
fis-4789	171	5	multilayer	multilayer	ADJ
fis-4789	171	6	perceptron	perceptron	NOUN
fis-4789	171	7	-	-	PUNCT
fis-4789	171	8	based	base	VERB
fis-4789	171	9	feedforward	feedforward	NOUN
fis-4789	171	10	neural	neural	ADJ
fis-4789	171	11	network	network	NOUN
fis-4789	171	12	is	be	AUX
fis-4789	171	13	a	a	DET
fis-4789	171	14	common	common	ADJ
fis-4789	171	15	choice	choice	NOUN
fis-4789	171	16	for	for	ADP
fis-4789	171	17	supervised	supervised	ADJ
fis-4789	171	18	learning	learning	NOUN
fis-4789	171	19	.	.	PUNCT
fis-4789	172	1	at	at	ADP
fis-4789	172	2	the	the	DET
fis-4789	172	3	same	same	ADJ
fis-4789	172	4	a.	a.	NOUN
fis-4789	172	5	anjum	anjum	PROPN
fis-4789	172	6	et	et	PROPN
fis-4789	172	7	alii	alii	PROPN
fis-4789	172	8	,	,	PUNCT
fis-4789	172	9	frattura	frattura	PROPN
fis-4789	172	10	ed	ed	PROPN
fis-4789	172	11	integrità	integrità	PROPN
fis-4789	172	12	strutturale	strutturale	PROPN
fis-4789	172	13	,	,	PUNCT
fis-4789	172	14	69	69	NUM
fis-4789	172	15	(	(	PUNCT
fis-4789	172	16	2024	2024	NUM
fis-4789	172	17	)	)	PUNCT
fis-4789	172	18	43	43	NUM
fis-4789	172	19	-	-	SYM
fis-4789	172	20	59	59	NUM
fis-4789	172	21	;	;	PUNCT
fis-4789	172	22	doi	doi	NOUN
fis-4789	172	23	:	:	PUNCT
fis-4789	172	24	10.3221	10.3221	NUM
fis-4789	172	25	/	/	SYM
fis-4789	172	26	igf	igf	PROPN
fis-4789	172	27	-	-	PUNCT
fis-4789	172	28	esis.69.04	esis.69.04	PROPN
fis-4789	172	29	49	49	NUM
fis-4789	172	30	time	time	NOUN
fis-4789	172	31	,	,	PUNCT
fis-4789	172	32	support	support	VERB
fis-4789	172	33	vector	vector	NOUN
fis-4789	172	34	machines	machine	NOUN
fis-4789	172	35	represent	represent	VERB
fis-4789	172	36	a	a	DET
fis-4789	172	37	standard	standard	ADJ
fis-4789	172	38	optimization	optimization	NOUN
fis-4789	172	39	technique	technique	NOUN
fis-4789	172	40	for	for	ADP
fis-4789	172	41	specific	specific	ADJ
fis-4789	172	42	types	type	NOUN
fis-4789	172	43	of	of	ADP
fis-4789	172	44	single	single	ADJ
fis-4789	172	45	-	-	PUNCT
fis-4789	172	46	layer	layer	NOUN
fis-4789	172	47	networks	network	NOUN
fis-4789	172	48	[	[	X
fis-4789	172	49	79	79	NUM
fis-4789	172	50	]	]	PUNCT
fis-4789	172	51	.	.	PUNCT
fis-4789	173	1	however	however	ADV
fis-4789	173	2	,	,	PUNCT
fis-4789	173	3	this	this	DET
fis-4789	173	4	research	research	NOUN
fis-4789	173	5	focuses	focus	VERB
fis-4789	173	6	on	on	ADP
fis-4789	173	7	detecting	detect	VERB
fis-4789	173	8	and	and	CCONJ
fis-4789	173	9	repairing	repair	VERB
fis-4789	173	10	concrete	concrete	ADJ
fis-4789	173	11	structures	structure	NOUN
fis-4789	173	12	through	through	ADP
fis-4789	173	13	pzt	pzt	ADV
fis-4789	173	14	-	-	PUNCT
fis-4789	173	15	based	base	VERB
fis-4789	173	16	emi	emi	NOUN
fis-4789	173	17	techniques	technique	NOUN
fis-4789	173	18	.	.	PUNCT
fis-4789	174	1	figure	figure	NOUN
fis-4789	174	2	4	4	NUM
fis-4789	174	3	.	.	PUNCT
fis-4789	174	4	diagram	diagram	NOUN
fis-4789	174	5	illustrating	illustrate	VERB
fis-4789	174	6	the	the	DET
fis-4789	174	7	suggested	suggest	VERB
fis-4789	174	8	clustering	clustering	NOUN
fis-4789	174	9	-	-	PUNCT
fis-4789	174	10	based	base	VERB
fis-4789	174	11	strategy	strategy	NOUN
fis-4789	174	12	for	for	ADP
fis-4789	174	13	shm	shm	PROPN
fis-4789	174	14	.	.	PUNCT
fis-4789	175	1	an	an	DET
fis-4789	175	2	iot	iot	NOUN
fis-4789	175	3	-	-	PUNCT
fis-4789	175	4	based	base	VERB
fis-4789	175	5	fiber	fiber	NOUN
fis-4789	175	6	bragg	bragg	PROPN
fis-4789	175	7	grating	grating	PROPN
fis-4789	175	8	(	(	PUNCT
fis-4789	175	9	fbg	fbg	NOUN
fis-4789	175	10	)	)	PUNCT
fis-4789	175	11	sensing	sense	VERB
fis-4789	175	12	method	method	NOUN
fis-4789	175	13	is	be	AUX
fis-4789	175	14	applied	apply	VERB
fis-4789	175	15	for	for	ADP
fis-4789	175	16	experimental	experimental	ADJ
fis-4789	175	17	validation	validation	NOUN
fis-4789	175	18	to	to	PART
fis-4789	175	19	estimate	estimate	VERB
fis-4789	175	20	the	the	DET
fis-4789	175	21	strain	strain	NOUN
fis-4789	175	22	distribution	distribution	NOUN
fis-4789	175	23	profile	profile	NOUN
fis-4789	175	24	at	at	ADP
fis-4789	175	25	the	the	DET
fis-4789	175	26	bonding	bonding	NOUN
fis-4789	175	27	zone	zone	NOUN
fis-4789	175	28	of	of	ADP
fis-4789	175	29	the	the	DET
fis-4789	175	30	base	base	NOUN
fis-4789	175	31	plate	plate	NOUN
fis-4789	175	32	from	from	ADP
fis-4789	175	33	a	a	DET
fis-4789	175	34	central	central	ADJ
fis-4789	175	35	location	location	NOUN
fis-4789	175	36	[	[	X
fis-4789	175	37	80	80	NUM
fis-4789	175	38	]	]	PUNCT
fis-4789	175	39	.	.	PUNCT
fis-4789	176	1	emi	emi	NOUN
fis-4789	176	2	strategies	strategy	NOUN
fis-4789	176	3	offer	offer	VERB
fis-4789	176	4	cost	cost	NOUN
fis-4789	176	5	-	-	PUNCT
fis-4789	176	6	effective	effective	ADJ
fis-4789	176	7	solutions	solution	NOUN
fis-4789	176	8	for	for	ADP
fis-4789	176	9	damage	damage	NOUN
fis-4789	176	10	detection	detection	NOUN
fis-4789	176	11	in	in	ADP
fis-4789	176	12	various	various	ADJ
fis-4789	176	13	structures	structure	NOUN
fis-4789	176	14	,	,	PUNCT
fis-4789	176	15	with	with	ADP
fis-4789	176	16	mathematical	mathematical	ADJ
fis-4789	176	17	results	result	NOUN
fis-4789	176	18	validated	validate	VERB
fis-4789	176	19	through	through	ADP
fis-4789	176	20	experiments	experiment	NOUN
fis-4789	176	21	or	or	CCONJ
fis-4789	176	22	existing	exist	VERB
fis-4789	176	23	literature	literature	NOUN
fis-4789	176	24	findings	finding	NOUN
fis-4789	176	25	[	[	X
fis-4789	176	26	81	81	NUM
fis-4789	176	27	]	]	PUNCT
fis-4789	176	28	.	.	PUNCT
fis-4789	177	1	with	with	ADP
fis-4789	177	2	the	the	DET
fis-4789	177	3	continuous	continuous	ADJ
fis-4789	177	4	advancements	advancement	NOUN
fis-4789	177	5	in	in	ADP
fis-4789	177	6	composite	composite	ADJ
fis-4789	177	7	technology	technology	NOUN
fis-4789	177	8	,	,	PUNCT
fis-4789	177	9	the	the	DET
fis-4789	177	10	complexity	complexity	NOUN
fis-4789	177	11	of	of	ADP
fis-4789	177	12	components	component	NOUN
fis-4789	177	13	is	be	AUX
fis-4789	177	14	on	on	ADP
fis-4789	177	15	the	the	DET
fis-4789	177	16	rise	rise	NOUN
fis-4789	177	17	,	,	PUNCT
fis-4789	177	18	making	make	VERB
fis-4789	177	19	the	the	DET
fis-4789	177	20	assurance	assurance	NOUN
fis-4789	177	21	of	of	ADP
fis-4789	177	22	structural	structural	ADJ
fis-4789	177	23	integrity	integrity	NOUN
fis-4789	177	24	increasingly	increasingly	ADV
fis-4789	177	25	critical	critical	ADJ
fis-4789	177	26	and	and	CCONJ
fis-4789	177	27	demanding	demand	VERB
fis-4789	177	28	effective	effective	ADJ
fis-4789	177	29	and	and	CCONJ
fis-4789	177	30	reliable	reliable	ADJ
fis-4789	177	31	non	non	ADJ
fis-4789	177	32	-	-	ADJ
fis-4789	177	33	destructive	destructive	ADJ
fis-4789	177	34	evaluation	evaluation	NOUN
fis-4789	177	35	(	(	PUNCT
fis-4789	177	36	nde	nde	NOUN
fis-4789	177	37	)	)	PUNCT
fis-4789	177	38	techniques	technique	NOUN
fis-4789	177	39	[	[	X
fis-4789	177	40	82	82	NUM
fis-4789	177	41	]	]	PUNCT
fis-4789	177	42	.	.	PUNCT
fis-4789	178	1	in	in	ADP
fis-4789	178	2	the	the	DET
fis-4789	178	3	construction	construction	NOUN
fis-4789	178	4	industry	industry	NOUN
fis-4789	178	5	,	,	PUNCT
fis-4789	178	6	building	building	NOUN
fis-4789	178	7	structures	structure	NOUN
fis-4789	178	8	are	be	AUX
fis-4789	178	9	widespread	widespread	ADJ
fis-4789	178	10	,	,	PUNCT
fis-4789	178	11	but	but	CCONJ
fis-4789	178	12	assessing	assess	VERB
fis-4789	178	13	the	the	DET
fis-4789	178	14	health	health	NOUN
fis-4789	178	15	state	state	NOUN
fis-4789	178	16	of	of	ADP
fis-4789	178	17	truss	truss	ADJ
fis-4789	178	18	structures	structure	NOUN
fis-4789	178	19	under	under	ADP
fis-4789	178	20	operational	operational	ADJ
fis-4789	178	21	conditions	condition	NOUN
fis-4789	178	22	remains	remains	AUX
fis-4789	178	23	challenging	challenge	VERB
fis-4789	178	24	due	due	ADJ
fis-4789	178	25	to	to	ADP
fis-4789	178	26	their	their	PRON
fis-4789	178	27	diverse	diverse	ADJ
fis-4789	178	28	and	and	CCONJ
fis-4789	178	29	structurally	structurally	ADV
fis-4789	178	30	complex	complex	ADJ
fis-4789	178	31	nature	nature	NOUN
fis-4789	178	32	.	.	PUNCT
fis-4789	179	1	an	an	DET
fis-4789	179	2	emi	emi	NOUN
fis-4789	179	3	technique	technique	NOUN
fis-4789	179	4	is	be	AUX
fis-4789	179	5	introduced	introduce	VERB
fis-4789	179	6	to	to	PART
fis-4789	179	7	measure	measure	VERB
fis-4789	179	8	impedance	impedance	NOUN
fis-4789	179	9	spectra	spectra	NOUN
fis-4789	179	10	using	use	VERB
fis-4789	179	11	pzt	pzt	NOUN
fis-4789	179	12	elements	element	NOUN
fis-4789	179	13	,	,	PUNCT
fis-4789	179	14	accompanied	accompany	VERB
fis-4789	179	15	by	by	ADP
fis-4789	179	16	implementing	implement	VERB
fis-4789	179	17	a	a	DET
fis-4789	179	18	backpropagation	backpropagation	NOUN
fis-4789	179	19	neural	neural	ADJ
fis-4789	179	20	network	network	NOUN
fis-4789	179	21	as	as	ADP
fis-4789	179	22	a	a	DET
fis-4789	179	23	potent	potent	ADJ
fis-4789	179	24	non	non	ADJ
fis-4789	179	25	-	-	ADJ
fis-4789	179	26	linear	linear	ADJ
fis-4789	179	27	transformation	transformation	NOUN
fis-4789	179	28	tool	tool	NOUN
fis-4789	179	29	to	to	PART
fis-4789	179	30	evaluate	evaluate	VERB
fis-4789	179	31	structural	structural	ADJ
fis-4789	179	32	health	health	NOUN
fis-4789	179	33	[	[	X
fis-4789	179	34	83	83	NUM
fis-4789	179	35	]	]	PUNCT
fis-4789	179	36	.	.	PUNCT
fis-4789	180	1	concrete	concrete	ADJ
fis-4789	180	2	structure	structure	NOUN
fis-4789	180	3	cracking	cracking	NOUN
fis-4789	180	4	has	have	VERB
fis-4789	180	5	a	a	DET
fis-4789	180	6	detrimental	detrimental	ADJ
fis-4789	180	7	impact	impact	NOUN
fis-4789	180	8	on	on	ADP
fis-4789	180	9	performance	performance	NOUN
fis-4789	180	10	and	and	CCONJ
fis-4789	180	11	represents	represent	VERB
fis-4789	180	12	a	a	DET
fis-4789	180	13	significant	significant	ADJ
fis-4789	180	14	durability	durability	NOUN
fis-4789	180	15	concern	concern	NOUN
fis-4789	180	16	.	.	PUNCT
fis-4789	181	1	to	to	PART
fis-4789	181	2	maintain	maintain	VERB
fis-4789	181	3	structural	structural	ADJ
fis-4789	181	4	reliability	reliability	NOUN
fis-4789	181	5	and	and	CCONJ
fis-4789	181	6	performance	performance	NOUN
fis-4789	181	7	,	,	PUNCT
fis-4789	181	8	promptly	promptly	ADV
fis-4789	181	9	identifying	identify	VERB
fis-4789	181	10	and	and	CCONJ
fis-4789	181	11	repairing	repair	VERB
fis-4789	181	12	cracks	crack	NOUN
fis-4789	181	13	is	be	AUX
fis-4789	181	14	crucial	crucial	ADJ
fis-4789	181	15	.	.	PUNCT
fis-4789	182	1	this	this	DET
fis-4789	182	2	research	research	NOUN
fis-4789	182	3	focuses	focus	VERB
fis-4789	182	4	on	on	ADP
fis-4789	182	5	vision	vision	NOUN
fis-4789	182	6	-	-	PUNCT
fis-4789	182	7	based	base	VERB
fis-4789	182	8	crack	crack	NOUN
fis-4789	182	9	detection	detection	NOUN
fis-4789	182	10	systems	system	NOUN
fis-4789	182	11	that	that	PRON
fis-4789	182	12	leverage	leverage	VERB
fis-4789	182	13	deep	deep	ADJ
fis-4789	182	14	convolutional	convolutional	ADJ
fis-4789	182	15	neural	neural	ADJ
fis-4789	182	16	networks	network	NOUN
fis-4789	182	17	to	to	PART
fis-4789	182	18	achieve	achieve	VERB
fis-4789	182	19	superior	superior	ADJ
fis-4789	182	20	classification	classification	NOUN
fis-4789	182	21	rates	rate	NOUN
fis-4789	182	22	in	in	ADP
fis-4789	182	23	identifying	identify	VERB
fis-4789	182	24	and	and	CCONJ
fis-4789	182	25	categorizing	categorize	VERB
fis-4789	182	26	fractures	fracture	NOUN
fis-4789	182	27	[	[	X
fis-4789	182	28	84	84	NUM
fis-4789	182	29	]	]	PUNCT
fis-4789	182	30	.	.	PUNCT
fis-4789	183	1	deep	deep	ADJ
fis-4789	183	2	learning	learn	VERB
fis-4789	183	3	algorithms	algorithm	NOUN
fis-4789	183	4	were	be	AUX
fis-4789	183	5	also	also	ADV
fis-4789	183	6	employed	employ	VERB
fis-4789	183	7	for	for	ADP
fis-4789	183	8	crack	crack	NOUN
fis-4789	183	9	recognition	recognition	NOUN
fis-4789	183	10	on	on	ADP
fis-4789	183	11	concrete	concrete	ADJ
fis-4789	183	12	surfaces	surface	NOUN
fis-4789	183	13	[	[	X
fis-4789	183	14	85	85	NUM
fis-4789	183	15	]	]	PUNCT
fis-4789	183	16	,	,	PUNCT
fis-4789	183	17	and	and	CCONJ
fis-4789	183	18	a	a	DET
fis-4789	183	19	multiscale	multiscale	ADJ
fis-4789	183	20	and	and	CCONJ
fis-4789	183	21	adversarial	adversarial	ADJ
fis-4789	183	22	learning	learning	NOUN
fis-4789	183	23	-	-	PUNCT
fis-4789	183	24	based	base	VERB
fis-4789	183	25	semi	semi	ADJ
fis-4789	183	26	-	-	ADJ
fis-4789	183	27	supervised	supervised	ADJ
fis-4789	183	28	semantic	semantic	ADJ
fis-4789	183	29	segmentation	segmentation	NOUN
fis-4789	183	30	approach	approach	NOUN
fis-4789	183	31	was	be	AUX
fis-4789	183	32	utilized	utilize	VERB
fis-4789	183	33	to	to	PART
fis-4789	183	34	detect	detect	VERB
fis-4789	183	35	cracks	crack	NOUN
fis-4789	183	36	in	in	ADP
fis-4789	183	37	concrete	concrete	ADJ
fis-4789	183	38	structures	structure	NOUN
fis-4789	184	1	[	[	X
fis-4789	184	2	86	86	NUM
fis-4789	184	3	]	]	PUNCT
fis-4789	184	4	.	.	PUNCT
fis-4789	185	1	critical	critical	ADJ
fis-4789	185	2	analysis	analysis	NOUN
fis-4789	185	3	of	of	ADP
fis-4789	185	4	relevant	relevant	ADJ
fis-4789	185	5	studies	study	NOUN
fis-4789	185	6	n	n	CCONJ
fis-4789	185	7	this	this	DET
fis-4789	185	8	section	section	NOUN
fis-4789	185	9	,	,	PUNCT
fis-4789	185	10	based	base	VERB
fis-4789	185	11	on	on	ADP
fis-4789	185	12	the	the	DET
fis-4789	185	13	existing	exist	VERB
fis-4789	185	14	work	work	NOUN
fis-4789	185	15	and	and	CCONJ
fis-4789	185	16	its	its	PRON
fis-4789	185	17	summarization	summarization	NOUN
fis-4789	185	18	,	,	PUNCT
fis-4789	185	19	considering	consider	VERB
fis-4789	185	20	three	three	NUM
fis-4789	185	21	possible	possible	ADJ
fis-4789	185	22	aspects	aspect	NOUN
fis-4789	185	23	:	:	PUNCT
fis-4789	185	24	objective	objective	ADJ
fis-4789	185	25	,	,	PUNCT
fis-4789	185	26	methodology	methodology	NOUN
fis-4789	185	27	,	,	PUNCT
fis-4789	185	28	and	and	CCONJ
fis-4789	185	29	outcome	outcome	NOUN
fis-4789	185	30	,	,	PUNCT
fis-4789	185	31	a	a	DET
fis-4789	185	32	critical	critical	ADJ
fis-4789	185	33	analysis	analysis	NOUN
fis-4789	185	34	is	be	AUX
fis-4789	185	35	provided	provide	VERB
fis-4789	185	36	.	.	PUNCT
fis-4789	186	1	for	for	ADP
fis-4789	186	2	this	this	PRON
fis-4789	186	3	,	,	PUNCT
fis-4789	186	4	some	some	DET
fis-4789	186	5	review	review	NOUN
fis-4789	186	6	contents	content	NOUN
fis-4789	186	7	have	have	AUX
fis-4789	186	8	been	be	AUX
fis-4789	186	9	repeated	repeat	VERB
fis-4789	186	10	to	to	PART
fis-4789	186	11	explore	explore	VERB
fis-4789	186	12	the	the	DET
fis-4789	186	13	research	research	NOUN
fis-4789	186	14	gap	gap	NOUN
fis-4789	186	15	with	with	ADP
fis-4789	186	16	an	an	DET
fis-4789	186	17	overview	overview	NOUN
fis-4789	186	18	.	.	PUNCT
fis-4789	187	1	generally	generally	ADV
fis-4789	187	2	,	,	PUNCT
fis-4789	187	3	ml	ml	X
fis-4789	187	4	is	be	AUX
fis-4789	187	5	a	a	DET
fis-4789	187	6	computer	computer	NOUN
fis-4789	187	7	-	-	PUNCT
fis-4789	187	8	based	base	VERB
fis-4789	187	9	investigation	investigation	NOUN
fis-4789	187	10	that	that	PRON
fis-4789	187	11	does	do	AUX
fis-4789	187	12	not	not	PART
fis-4789	187	13	require	require	VERB
fis-4789	187	14	any	any	DET
fis-4789	187	15	practical	practical	ADJ
fis-4789	187	16	work	work	NOUN
fis-4789	187	17	,	,	PUNCT
fis-4789	187	18	and	and	CCONJ
fis-4789	187	19	the	the	DET
fis-4789	187	20	researchers	researcher	NOUN
fis-4789	187	21	koch	koch	PROPN
fis-4789	187	22	et	et	PROPN
fis-4789	187	23	al	al	PROPN
fis-4789	187	24	.	.	PUNCT
fis-4789	188	1	[	[	X
fis-4789	188	2	1	1	X
fis-4789	188	3	]	]	PUNCT
fis-4789	188	4	explored	explore	VERB
fis-4789	188	5	the	the	DET
fis-4789	188	6	review	review	NOUN
fis-4789	188	7	based	base	VERB
fis-4789	188	8	on	on	ADP
fis-4789	188	9	computer	computer	NOUN
fis-4789	188	10	vision	vision	NOUN
fis-4789	188	11	damage	damage	NOUN
fis-4789	188	12	detection	detection	NOUN
fis-4789	188	13	in	in	ADP
fis-4789	188	14	concrete	concrete	ADJ
fis-4789	188	15	structures	structure	NOUN
fis-4789	188	16	.	.	PUNCT
fis-4789	189	1	additionally	additionally	ADV
fis-4789	189	2	,	,	PUNCT
fis-4789	189	3	they	they	PRON
fis-4789	189	4	highlighted	highlight	VERB
fis-4789	189	5	the	the	DET
fis-4789	189	6	concrete	concrete	ADJ
fis-4789	189	7	condition	condition	NOUN
fis-4789	189	8	assessment	assessment	NOUN
fis-4789	189	9	.	.	PUNCT
fis-4789	190	1	a	a	DET
fis-4789	190	2	similar	similar	ADJ
fis-4789	190	3	idea	idea	NOUN
fis-4789	190	4	of	of	ADP
fis-4789	190	5	review	review	NOUN
fis-4789	190	6	work	work	NOUN
fis-4789	190	7	by	by	ADP
fis-4789	190	8	changing	change	VERB
fis-4789	190	9	the	the	DET
fis-4789	190	10	main	main	ADJ
fis-4789	190	11	object	object	NOUN
fis-4789	190	12	almeida	almeida	PROPN
fis-4789	190	13	et	et	PROPN
fis-4789	190	14	al	al	PROPN
fis-4789	190	15	.	.	PUNCT
fis-4789	191	1	[	[	X
fis-4789	191	2	87	87	NUM
fis-4789	191	3	]	]	PUNCT
fis-4789	191	4	illustrated	illustrate	VERB
fis-4789	191	5	the	the	DET
fis-4789	191	6	several	several	ADJ
fis-4789	191	7	shm	shm	NOUN
fis-4789	191	8	statistical	statistical	ADJ
fis-4789	191	9	methodologies	methodology	NOUN
fis-4789	191	10	for	for	ADP
fis-4789	191	11	the	the	DET
fis-4789	191	12	damage	damage	NOUN
fis-4789	191	13	/	/	SYM
fis-4789	191	14	crack	crack	NOUN
fis-4789	191	15	detection	detection	NOUN
fis-4789	191	16	in	in	ADP
fis-4789	191	17	civil	civil	ADJ
fis-4789	191	18	concrete	concrete	ADJ
fis-4789	191	19	structures	structure	NOUN
fis-4789	191	20	.	.	PUNCT
fis-4789	192	1	several	several	ADJ
fis-4789	192	2	studies	study	NOUN
fis-4789	192	3	have	have	AUX
fis-4789	192	4	been	be	AUX
fis-4789	192	5	reported	report	VERB
fis-4789	192	6	in	in	ADP
fis-4789	192	7	ml	ml	ADV
fis-4789	192	8	-	-	PUNCT
fis-4789	192	9	based	base	VERB
fis-4789	192	10	shm	shm	NOUN
fis-4789	193	1	[	[	X
fis-4789	193	2	2,69,88	2,69,88	NUM
fis-4789	193	3	]	]	X
fis-4789	193	4	;	;	PUNCT
fis-4789	193	5	in	in	ADP
fis-4789	193	6	each	each	PRON
fis-4789	193	7	,	,	PUNCT
fis-4789	193	8	there	there	PRON
fis-4789	193	9	is	be	VERB
fis-4789	193	10	a	a	DET
fis-4789	193	11	change	change	NOUN
fis-4789	193	12	in	in	ADP
fis-4789	193	13	the	the	DET
fis-4789	193	14	defined	define	VERB
fis-4789	193	15	problem	problem	NOUN
fis-4789	193	16	and	and	CCONJ
fis-4789	193	17	structure	structure	NOUN
fis-4789	193	18	and	and	CCONJ
fis-4789	193	19	the	the	DET
fis-4789	193	20	aim	aim	NOUN
fis-4789	193	21	of	of	ADP
fis-4789	193	22	the	the	DET
fis-4789	193	23	work	work	NOUN
fis-4789	193	24	,	,	PUNCT
fis-4789	193	25	such	such	ADJ
fis-4789	193	26	as	as	ADP
fis-4789	193	27	review	review	NOUN
fis-4789	193	28	based	base	VERB
fis-4789	193	29	on	on	ADP
fis-4789	193	30	challenges	challenge	NOUN
fis-4789	193	31	and	and	CCONJ
fis-4789	193	32	opportunities	opportunity	NOUN
fis-4789	193	33	[	[	X
fis-4789	193	34	89	89	NUM
fis-4789	193	35	]	]	PUNCT
fis-4789	193	36	and	and	CCONJ
fis-4789	193	37	application	application	NOUN
fis-4789	193	38	of	of	ADP
fis-4789	193	39	anns	anns	NOUN
fis-4789	193	40	and	and	CCONJ
fis-4789	193	41	cnt	cnt	ADJ
fis-4789	193	42	/	/	SYM
fis-4789	193	43	concrete	concrete	ADJ
fis-4789	193	44	composites	composite	NOUN
fis-4789	193	45	[	[	X
fis-4789	193	46	90	90	NUM
fis-4789	193	47	]	]	PUNCT
fis-4789	193	48	.	.	PUNCT
fis-4789	194	1	next	next	ADJ
fis-4789	194	2	to	to	ADP
fis-4789	194	3	the	the	DET
fis-4789	194	4	ml	ml	NOUN
fis-4789	194	5	,	,	PUNCT
fis-4789	194	6	deep	deep	ADJ
fis-4789	194	7	learning	learning	NOUN
fis-4789	194	8	with	with	ADP
fis-4789	194	9	shm	shm	PROPN
fis-4789	194	10	was	be	AUX
fis-4789	194	11	also	also	ADV
fis-4789	194	12	explored	explore	VERB
fis-4789	194	13	well	well	ADV
fis-4789	194	14	by	by	ADP
fis-4789	194	15	researchers	researcher	NOUN
fis-4789	194	16	in	in	ADP
fis-4789	194	17	civil	civil	ADJ
fis-4789	194	18	infrastructures	infrastructure	NOUN
fis-4789	194	19	[	[	X
fis-4789	194	20	91	91	NUM
fis-4789	194	21	]	]	PUNCT
fis-4789	194	22	.	.	PUNCT
fis-4789	195	1	coming	come	VERB
fis-4789	195	2	to	to	ADP
fis-4789	195	3	an	an	DET
fis-4789	195	4	ml	ml	ADV
fis-4789	195	5	-	-	PUNCT
fis-4789	195	6	based	base	VERB
fis-4789	195	7	review	review	NOUN
fis-4789	195	8	,	,	PUNCT
fis-4789	195	9	taffese	taffese	PROPN
fis-4789	195	10	and	and	CCONJ
fis-4789	195	11	sistonen	sistonen	NOUN
fis-4789	196	1	[	[	X
fis-4789	196	2	92	92	NUM
fis-4789	196	3	]	]	PUNCT
fis-4789	196	4	reviewed	review	VERB
fis-4789	196	5	the	the	DET
fis-4789	196	6	service	service	NOUN
fis-4789	196	7	life	life	NOUN
fis-4789	196	8	assessment	assessment	NOUN
fis-4789	196	9	and	and	CCONJ
fis-4789	196	10	durability	durability	NOUN
fis-4789	196	11	of	of	ADP
fis-4789	196	12	civil	civil	ADJ
fis-4789	196	13	concrete	concrete	ADJ
fis-4789	196	14	structures	structure	NOUN
fis-4789	196	15	,	,	PUNCT
fis-4789	196	16	focusing	focus	VERB
fis-4789	196	17	on	on	ADP
fis-4789	196	18	recent	recent	ADJ
fis-4789	196	19	studies	study	NOUN
fis-4789	196	20	and	and	CCONJ
fis-4789	196	21	future	future	ADJ
fis-4789	196	22	work	work	NOUN
fis-4789	196	23	.	.	PUNCT
fis-4789	197	1	similarly	similarly	ADV
fis-4789	197	2	,	,	PUNCT
fis-4789	197	3	ml	ml	NOUN
fis-4789	197	4	review	review	NOUN
fis-4789	197	5	has	have	AUX
fis-4789	197	6	been	be	AUX
fis-4789	197	7	performed	perform	VERB
fis-4789	197	8	considering	consider	VERB
fis-4789	197	9	specific	specific	ADJ
fis-4789	197	10	problems	problem	NOUN
fis-4789	197	11	of	of	ADP
fis-4789	197	12	concrete	concrete	ADJ
fis-4789	197	13	structures	structure	NOUN
fis-4789	197	14	such	such	ADJ
fis-4789	197	15	as	as	ADP
fis-4789	197	16	crack	crack	NOUN
fis-4789	197	17	pattern	pattern	NOUN
fis-4789	197	18	detection	detection	NOUN
fis-4789	197	19	[	[	X
fis-4789	197	20	93	93	NUM
fis-4789	197	21	]	]	PUNCT
fis-4789	197	22	,	,	PUNCT
fis-4789	197	23	model	model	NOUN
fis-4789	197	24	-	-	PUNCT
fis-4789	197	25	based	base	VERB
fis-4789	197	26	damage	damage	NOUN
fis-4789	197	27	detection	detection	NOUN
fis-4789	197	28	in	in	ADP
fis-4789	197	29	bridges	bridge	NOUN
fis-4789	197	30	[	[	X
fis-4789	197	31	94	94	NUM
fis-4789	197	32	]	]	PUNCT
fis-4789	197	33	,	,	PUNCT
fis-4789	197	34	concrete	concrete	ADJ
fis-4789	197	35	strength	strength	NOUN
fis-4789	197	36	prediction	prediction	NOUN
fis-4789	198	1	[	[	X
fis-4789	198	2	95	95	NUM
fis-4789	198	3	]	]	PUNCT
fis-4789	198	4	,	,	PUNCT
fis-4789	198	5	energy	energy	NOUN
fis-4789	198	6	harvesting	harvesting	NOUN
fis-4789	199	1	[	[	X
fis-4789	199	2	96	96	NUM
fis-4789	199	3	]	]	PUNCT
fis-4789	199	4	,	,	PUNCT
fis-4789	199	5	and	and	CCONJ
fis-4789	199	6	damage	damage	NOUN
fis-4789	199	7	detection	detection	NOUN
fis-4789	199	8	[	[	X
fis-4789	199	9	97	97	NUM
fis-4789	199	10	]	]	PUNCT
fis-4789	199	11	.	.	PUNCT
fis-4789	200	1	an	an	DET
fis-4789	200	2	image	image	NOUN
fis-4789	200	3	analysis	analysis	NOUN
fis-4789	200	4	method	method	NOUN
fis-4789	200	5	was	be	AUX
fis-4789	200	6	also	also	ADV
fis-4789	200	7	employed	employ	VERB
fis-4789	200	8	to	to	PART
fis-4789	200	9	determine	determine	VERB
fis-4789	200	10	the	the	DET
fis-4789	200	11	crack	crack	NOUN
fis-4789	200	12	variation	variation	NOUN
fis-4789	200	13	with	with	ADP
fis-4789	200	14	a	a	DET
fis-4789	200	15	crack	crack	NOUN
fis-4789	200	16	parameter	parameter	NOUN
fis-4789	200	17	such	such	ADJ
fis-4789	200	18	as	as	ADP
fis-4789	200	19	width	width	ADJ
fis-4789	200	20	and	and	CCONJ
fis-4789	200	21	length	length	NOUN
fis-4789	200	22	in	in	ADP
fis-4789	200	23	reinforced	reinforce	VERB
fis-4789	200	24	concrete	concrete	ADJ
fis-4789	200	25	structures	structure	NOUN
fis-4789	200	26	[	[	X
fis-4789	200	27	98	98	NUM
fis-4789	200	28	]	]	PUNCT
fis-4789	200	29	.	.	PUNCT
fis-4789	201	1	ml	ml	X
fis-4789	201	2	with	with	ADP
fis-4789	201	3	an	an	DET
fis-4789	201	4	impedance	impedance	NOUN
fis-4789	201	5	-	-	PUNCT
fis-4789	201	6	based	base	VERB
fis-4789	201	7	technique	technique	NOUN
fis-4789	201	8	for	for	ADP
fis-4789	201	9	concrete	concrete	ADJ
fis-4789	201	10	infrastructure	infrastructure	NOUN
fis-4789	201	11	health	health	NOUN
fis-4789	201	12	monitoring	monitoring	NOUN
fis-4789	201	13	and	and	CCONJ
fis-4789	201	14	several	several	ADJ
fis-4789	201	15	studies	study	NOUN
fis-4789	201	16	in	in	ADP
fis-4789	201	17	civil	civil	ADJ
fis-4789	201	18	engineering	engineering	NOUN
fis-4789	201	19	have	have	AUX
fis-4789	201	20	been	be	AUX
fis-4789	201	21	explored	explore	VERB
fis-4789	201	22	well	well	ADV
fis-4789	201	23	by	by	ADP
fis-4789	201	24	previous	previous	ADJ
fis-4789	201	25	researchers	researcher	NOUN
fis-4789	201	26	[	[	X
fis-4789	201	27	99	99	NUM
fis-4789	201	28	]	]	PUNCT
fis-4789	201	29	.	.	PUNCT
fis-4789	202	1	these	these	DET
fis-4789	202	2	previous	previous	ADJ
fis-4789	202	3	reviews	review	NOUN
fis-4789	202	4	proved	prove	VERB
fis-4789	202	5	that	that	SCONJ
fis-4789	202	6	numerous	numerous	ADJ
fis-4789	202	7	works	work	NOUN
fis-4789	202	8	have	have	AUX
fis-4789	202	9	been	be	AUX
fis-4789	202	10	done	do	VERB
fis-4789	202	11	using	use	VERB
fis-4789	202	12	a	a	DET
fis-4789	202	13	soft	soft	ADJ
fis-4789	202	14	computing	computing	NOUN
fis-4789	202	15	approach	approach	NOUN
fis-4789	202	16	,	,	PUNCT
fis-4789	202	17	and	and	CCONJ
fis-4789	202	18	each	each	PRON
fis-4789	202	19	of	of	ADP
fis-4789	202	20	them	they	PRON
fis-4789	202	21	shows	show	VERB
fis-4789	202	22	that	that	SCONJ
fis-4789	202	23	this	this	PRON
fis-4789	202	24	can	can	AUX
fis-4789	202	25	be	be	AUX
fis-4789	202	26	a	a	DET
fis-4789	202	27	cost	cost	NOUN
fis-4789	202	28	-	-	PUNCT
fis-4789	202	29	effective	effective	ADJ
fis-4789	202	30	method	method	NOUN
fis-4789	202	31	in	in	ADP
fis-4789	202	32	determining	determine	VERB
fis-4789	202	33	health	health	NOUN
fis-4789	202	34	conditions	condition	NOUN
fis-4789	202	35	,	,	PUNCT
fis-4789	202	36	crack	crack	VERB
fis-4789	202	37	damage	damage	NOUN
fis-4789	202	38	propagation	propagation	NOUN
fis-4789	202	39	,	,	PUNCT
fis-4789	202	40	crack	crack	VERB
fis-4789	202	41	detection	detection	NOUN
fis-4789	202	42	,	,	PUNCT
fis-4789	202	43	crack	crack	VERB
fis-4789	202	44	prediction	prediction	NOUN
fis-4789	202	45	in	in	ADP
fis-4789	202	46	damaged	damage	VERB
fis-4789	202	47	civil	civil	ADJ
fis-4789	202	48	structures	structure	NOUN
fis-4789	202	49	,	,	PUNCT
fis-4789	202	50	and	and	CCONJ
fis-4789	202	51	for	for	ADP
fis-4789	202	52	healthy	healthy	ADJ
fis-4789	202	53	structures	structure	NOUN
fis-4789	202	54	monitoring	monitor	VERB
fis-4789	202	55	purposes	purpose	NOUN
fis-4789	202	56	.	.	PUNCT
fis-4789	203	1	some	some	PRON
fis-4789	203	2	of	of	ADP
fis-4789	203	3	the	the	DET
fis-4789	203	4	challenges	challenge	NOUN
fis-4789	203	5	researchers	researcher	NOUN
fis-4789	203	6	face	face	VERB
fis-4789	203	7	in	in	ADP
fis-4789	203	8	performing	perform	VERB
fis-4789	203	9	ml	ml	ADP
fis-4789	203	10	techniques	technique	NOUN
fis-4789	203	11	are	be	AUX
fis-4789	203	12	explored	explore	VERB
fis-4789	203	13	below	below	ADP
fis-4789	203	14	.	.	PUNCT
fis-4789	204	1	fig	fig	NOUN
fis-4789	204	2	.	.	PUNCT
fis-4789	205	1	5	5	NUM
fis-4789	205	2	illustrates	illustrate	VERB
fis-4789	205	3	the	the	DET
fis-4789	205	4	use	use	NOUN
fis-4789	205	5	of	of	ADP
fis-4789	205	6	ml	ml	ADP
fis-4789	205	7	algorithms	algorithm	NOUN
fis-4789	205	8	for	for	ADP
fis-4789	205	9	different	different	ADJ
fis-4789	205	10	civil	civil	ADJ
fis-4789	205	11	structures	structure	NOUN
fis-4789	205	12	over	over	ADP
fis-4789	205	13	the	the	DET
fis-4789	205	14	last	last	ADJ
fis-4789	205	15	years	year	NOUN
fis-4789	205	16	in	in	ADP
fis-4789	205	17	percent	percent	NOUN
fis-4789	205	18	.	.	PUNCT
fis-4789	206	1	the	the	DET
fis-4789	206	2	data	datum	NOUN
fis-4789	206	3	has	have	AUX
fis-4789	206	4	been	be	AUX
fis-4789	206	5	plotted	plot	VERB
fis-4789	206	6	based	base	VERB
fis-4789	206	7	on	on	ADP
fis-4789	206	8	the	the	DET
fis-4789	206	9	present	present	ADJ
fis-4789	206	10	investigation	investigation	NOUN
fis-4789	206	11	and	and	CCONJ
fis-4789	206	12	review	review	VERB
fis-4789	206	13	work	work	NOUN
fis-4789	206	14	considering	consider	VERB
fis-4789	206	15	different	different	ADJ
fis-4789	206	16	application	application	NOUN
fis-4789	206	17	purposes	purpose	NOUN
fis-4789	206	18	.	.	PUNCT
fis-4789	207	1	moreover	moreover	ADV
fis-4789	207	2	,	,	PUNCT
fis-4789	207	3	the	the	DET
fis-4789	207	4	ml	ml	PROPN
fis-4789	207	5	algorithms	algorithm	NOUN
fis-4789	207	6	are	be	AUX
fis-4789	207	7	employed	employ	VERB
fis-4789	207	8	for	for	ADP
fis-4789	207	9	case	case	NOUN
fis-4789	207	10	studies	study	NOUN
fis-4789	207	11	,	,	PUNCT
fis-4789	207	12	but	but	CCONJ
fis-4789	207	13	the	the	DET
fis-4789	207	14	chart	chart	NOUN
fis-4789	207	15	shows	show	VERB
fis-4789	207	16	the	the	DET
fis-4789	207	17	overall	overall	ADJ
fis-4789	207	18	use	use	NOUN
fis-4789	207	19	of	of	ADP
fis-4789	207	20	ml	ml	NOUN
fis-4789	207	21	work	work	NOUN
fis-4789	207	22	for	for	ADP
fis-4789	207	23	investigation	investigation	NOUN
fis-4789	207	24	in	in	ADP
fis-4789	207	25	civil	civil	ADJ
fis-4789	207	26	engineering	engineering	NOUN
fis-4789	207	27	applications	application	NOUN
fis-4789	207	28	/	/	SYM
fis-4789	207	29	structures	structure	NOUN
fis-4789	207	30	.	.	PUNCT
fis-4789	208	1	bridge	bridge	NOUN
fis-4789	208	2	data	datum	NOUN
fis-4789	208	3	feature	feature	NOUN
fis-4789	208	4	extraction	extraction	NOUN
fis-4789	208	5	outliers	outlier	NOUN
fis-4789	208	6	removal	removal	NOUN
fis-4789	208	7	signals	signal	NOUN
fis-4789	208	8	processing	process	VERB
fis-4789	208	9	behaviour	behaviour	NOUN
fis-4789	208	10	characterization	characterization	NOUN
fis-4789	208	11	i	i	PRON
fis-4789	208	12	a.	a.	PROPN
fis-4789	208	13	anjum	anjum	PROPN
fis-4789	208	14	et	et	PROPN
fis-4789	208	15	alii	alii	PROPN
fis-4789	208	16	,	,	PUNCT
fis-4789	208	17	frattura	frattura	PROPN
fis-4789	208	18	ed	ed	PROPN
fis-4789	208	19	integrità	integrità	PROPN
fis-4789	208	20	strutturale	strutturale	PROPN
fis-4789	208	21	,	,	PUNCT
fis-4789	208	22	69	69	NUM
fis-4789	208	23	(	(	PUNCT
fis-4789	208	24	2024	2024	NUM
fis-4789	208	25	)	)	PUNCT
fis-4789	208	26	43	43	NUM
fis-4789	208	27	-	-	SYM
fis-4789	208	28	59	59	NUM
fis-4789	208	29	;	;	PUNCT
fis-4789	208	30	doi	doi	NOUN
fis-4789	208	31	:	:	PUNCT
fis-4789	208	32	10.3221	10.3221	NUM
fis-4789	208	33	/	/	SYM
fis-4789	208	34	igf	igf	NOUN
fis-4789	208	35	-	-	PUNCT
fis-4789	208	36	esis.69.04	esis.69.04	NOUN
fis-4789	208	37	50	50	NUM
fis-4789	208	38	figure	figure	NOUN
fis-4789	208	39	5	5	NUM
fis-4789	208	40	.	.	PUNCT
fis-4789	209	1	these	these	PRON
fis-4789	209	2	are	be	AUX
fis-4789	209	3	the	the	DET
fis-4789	209	4	types	type	NOUN
fis-4789	209	5	of	of	ADP
fis-4789	209	6	concrete	concrete	ADJ
fis-4789	209	7	structures	structure	NOUN
fis-4789	209	8	used	use	VERB
fis-4789	209	9	in	in	ADP
fis-4789	209	10	the	the	DET
fis-4789	209	11	ml	ml	ADJ
fis-4789	209	12	approach	approach	NOUN
fis-4789	209	13	in	in	ADP
fis-4789	209	14	the	the	DET
fis-4789	209	15	last	last	ADJ
fis-4789	209	16	seven	seven	NUM
fis-4789	209	17	years	year	NOUN
fis-4789	209	18	.	.	PUNCT
fis-4789	210	1	practical	practical	ADJ
fis-4789	210	2	issues	issue	NOUN
fis-4789	210	3	beams	beam	NOUN
fis-4789	210	4	are	be	AUX
fis-4789	210	5	the	the	DET
fis-4789	210	6	primary	primary	ADJ
fis-4789	210	7	structural	structural	ADJ
fis-4789	210	8	elements	element	NOUN
fis-4789	210	9	in	in	ADP
fis-4789	210	10	reinforced	reinforce	VERB
fis-4789	210	11	concrete	concrete	ADJ
fis-4789	210	12	structures	structure	NOUN
fis-4789	210	13	,	,	PUNCT
fis-4789	210	14	bearing	bear	VERB
fis-4789	210	15	lateral	lateral	ADJ
fis-4789	210	16	loads	load	NOUN
fis-4789	210	17	applied	apply	VERB
fis-4789	210	18	to	to	ADP
fis-4789	210	19	the	the	DET
fis-4789	210	20	structure	structure	NOUN
fis-4789	210	21	's	's	PART
fis-4789	210	22	axis	axis	NOUN
fis-4789	210	23	.	.	PUNCT
fis-4789	211	1	these	these	DET
fis-4789	211	2	beams	beam	NOUN
fis-4789	211	3	experience	experience	VERB
fis-4789	211	4	sustained	sustain	VERB
fis-4789	211	5	loads	load	NOUN
fis-4789	211	6	,	,	PUNCT
fis-4789	211	7	leading	lead	VERB
fis-4789	211	8	to	to	ADP
fis-4789	211	9	deflection	deflection	NOUN
fis-4789	211	10	and	and	CCONJ
fis-4789	211	11	,	,	PUNCT
fis-4789	211	12	eventually	eventually	ADV
fis-4789	211	13	,	,	PUNCT
fis-4789	211	14	the	the	DET
fis-4789	211	15	development	development	NOUN
fis-4789	211	16	of	of	ADP
fis-4789	211	17	cracks	crack	NOUN
fis-4789	211	18	.	.	PUNCT
fis-4789	212	1	typically	typically	ADV
fis-4789	212	2	,	,	PUNCT
fis-4789	212	3	these	these	DET
fis-4789	212	4	cracks	crack	NOUN
fis-4789	212	5	initially	initially	ADV
fis-4789	212	6	appear	appear	VERB
fis-4789	212	7	in	in	ADP
fis-4789	212	8	the	the	DET
fis-4789	212	9	tensile	tensile	NOUN
fis-4789	212	10	zones	zone	NOUN
fis-4789	212	11	of	of	ADP
fis-4789	212	12	the	the	DET
fis-4789	212	13	beams	beam	NOUN
fis-4789	212	14	before	before	ADP
fis-4789	212	15	extending	extend	VERB
fis-4789	212	16	into	into	ADP
fis-4789	212	17	the	the	DET
fis-4789	212	18	compression	compression	NOUN
fis-4789	212	19	zones	zone	NOUN
fis-4789	212	20	.	.	PUNCT
fis-4789	213	1	flexural	flexural	ADJ
fis-4789	213	2	fractures	fracture	NOUN
fis-4789	213	3	in	in	ADP
fis-4789	213	4	beams	beam	NOUN
fis-4789	213	5	occur	occur	VERB
fis-4789	213	6	when	when	SCONJ
fis-4789	213	7	the	the	DET
fis-4789	213	8	tensile	tensile	NOUN
fis-4789	213	9	strain	strain	NOUN
fis-4789	213	10	reaches	reach	VERB
fis-4789	213	11	its	its	PRON
fis-4789	213	12	critical	critical	ADJ
fis-4789	213	13	point	point	NOUN
fis-4789	213	14	,	,	PUNCT
fis-4789	213	15	typically	typically	ADV
fis-4789	213	16	when	when	SCONJ
fis-4789	213	17	the	the	DET
fis-4789	213	18	bending	bend	VERB
fis-4789	213	19	moment	moment	NOUN
fis-4789	213	20	surpasses	surpass	VERB
fis-4789	213	21	the	the	DET
fis-4789	213	22	moment	moment	NOUN
fis-4789	213	23	capacity	capacity	NOUN
fis-4789	213	24	.	.	PUNCT
fis-4789	214	1	the	the	DET
fis-4789	214	2	stress	stress	NOUN
fis-4789	214	3	that	that	PRON
fis-4789	214	4	has	have	AUX
fis-4789	214	5	built	build	VERB
fis-4789	214	6	up	up	ADP
fis-4789	214	7	in	in	ADP
fis-4789	214	8	the	the	DET
fis-4789	214	9	concrete	concrete	NOUN
fis-4789	214	10	is	be	AUX
fis-4789	214	11	released	release	VERB
fis-4789	214	12	through	through	ADP
fis-4789	214	13	these	these	DET
fis-4789	214	14	fractures	fracture	NOUN
fis-4789	214	15	,	,	PUNCT
fis-4789	214	16	which	which	PRON
fis-4789	214	17	may	may	AUX
fis-4789	214	18	spread	spread	VERB
fis-4789	214	19	further	far	ADV
fis-4789	214	20	with	with	ADP
fis-4789	214	21	continued	continue	VERB
fis-4789	214	22	pressure	pressure	NOUN
fis-4789	214	23	.	.	PUNCT
fis-4789	215	1	the	the	DET
fis-4789	215	2	crack	crack	NOUN
fis-4789	215	3	width	width	NOUN
fis-4789	215	4	limitations	limitation	NOUN
fis-4789	215	5	may	may	AUX
fis-4789	215	6	differ	differ	VERB
fis-4789	215	7	depending	depend	VERB
fis-4789	215	8	on	on	ADP
fis-4789	215	9	the	the	DET
fis-4789	215	10	kind	kind	NOUN
fis-4789	215	11	of	of	ADP
fis-4789	215	12	structure	structure	NOUN
fis-4789	215	13	.	.	PUNCT
fis-4789	216	1	the	the	DET
fis-4789	216	2	reinforcements	reinforcement	NOUN
fis-4789	216	3	'	'	PART
fis-4789	216	4	performance	performance	NOUN
fis-4789	216	5	,	,	PUNCT
fis-4789	216	6	stiffness	stiffness	NOUN
fis-4789	216	7	,	,	PUNCT
fis-4789	216	8	ductility	ductility	NOUN
fis-4789	216	9	,	,	PUNCT
fis-4789	216	10	and	and	CCONJ
fis-4789	216	11	corrosion	corrosion	NOUN
fis-4789	216	12	are	be	AUX
fis-4789	216	13	all	all	PRON
fis-4789	216	14	affected	affect	VERB
fis-4789	216	15	by	by	ADP
fis-4789	216	16	fractures	fracture	NOUN
fis-4789	216	17	in	in	ADP
fis-4789	216	18	concrete	concrete	NOUN
fis-4789	216	19	.	.	PUNCT
fis-4789	217	1	crack	crack	NOUN
fis-4789	217	2	control	control	NOUN
fis-4789	217	3	is	be	AUX
fis-4789	217	4	essential	essential	ADJ
fis-4789	217	5	for	for	ADP
fis-4789	217	6	the	the	DET
fis-4789	217	7	structure	structure	NOUN
fis-4789	217	8	's	's	PART
fis-4789	217	9	effective	effective	ADJ
fis-4789	217	10	operation	operation	NOUN
fis-4789	217	11	because	because	SCONJ
fis-4789	217	12	cracks	crack	NOUN
fis-4789	217	13	appear	appear	VERB
fis-4789	217	14	on	on	ADP
fis-4789	217	15	all	all	DET
fis-4789	217	16	concrete	concrete	ADJ
fis-4789	217	17	structures	structure	NOUN
fis-4789	217	18	,	,	PUNCT
fis-4789	217	19	signifying	signify	VERB
fis-4789	217	20	a	a	DET
fis-4789	217	21	loss	loss	NOUN
fis-4789	217	22	of	of	ADP
fis-4789	217	23	strength	strength	NOUN
fis-4789	217	24	.	.	PUNCT
fis-4789	218	1	there	there	PRON
fis-4789	218	2	are	be	VERB
fis-4789	218	3	two	two	NUM
fis-4789	218	4	types	type	NOUN
fis-4789	218	5	of	of	ADP
fis-4789	218	6	cracks	crack	NOUN
fis-4789	218	7	:	:	PUNCT
fis-4789	218	8	structural	structural	ADJ
fis-4789	218	9	and	and	CCONJ
fis-4789	218	10	non	non	ADJ
fis-4789	218	11	-	-	ADJ
fis-4789	218	12	structural	structural	ADJ
fis-4789	218	13	.	.	PUNCT
fis-4789	219	1	typically	typically	ADV
fis-4789	219	2	,	,	PUNCT
fis-4789	219	3	structural	structural	ADJ
fis-4789	219	4	fractures	fracture	NOUN
fis-4789	219	5	occur	occur	VERB
fis-4789	219	6	early	early	ADV
fis-4789	219	7	on	on	ADV
fis-4789	219	8	because	because	SCONJ
fis-4789	219	9	of	of	ADP
fis-4789	219	10	design	design	NOUN
fis-4789	219	11	flaws	flaw	NOUN
fis-4789	219	12	or	or	CCONJ
fis-4789	219	13	poor	poor	ADJ
fis-4789	219	14	building	building	NOUN
fis-4789	219	15	methods	method	NOUN
fis-4789	219	16	—	—	PUNCT
fis-4789	219	17	the	the	DET
fis-4789	219	18	internal	internal	ADJ
fis-4789	219	19	tensions	tension	NOUN
fis-4789	219	20	produced	produce	VERB
fis-4789	219	21	in	in	ADP
fis-4789	219	22	the	the	DET
fis-4789	219	23	material	material	NOUN
fis-4789	219	24	utilized	utilize	VERB
fis-4789	219	25	cause	cause	VERB
fis-4789	219	26	non	non	ADJ
fis-4789	219	27	-	-	ADJ
fis-4789	219	28	structural	structural	ADJ
fis-4789	219	29	cracks	crack	NOUN
fis-4789	220	1	[	[	X
fis-4789	220	2	100	100	NUM
fis-4789	220	3	]	]	PUNCT
fis-4789	220	4	.	.	PUNCT
fis-4789	221	1	synchronizing	synchronize	VERB
fis-4789	221	2	planned	plan	VERB
fis-4789	221	3	and	and	CCONJ
fis-4789	221	4	actual	actual	ADJ
fis-4789	221	5	construction	construction	NOUN
fis-4789	221	6	operations	operation	NOUN
fis-4789	221	7	is	be	AUX
fis-4789	221	8	a	a	DET
fis-4789	221	9	significant	significant	ADJ
fis-4789	221	10	challenge	challenge	NOUN
fis-4789	221	11	in	in	ADP
fis-4789	221	12	building	build	VERB
fis-4789	221	13	engineering	engineering	NOUN
fis-4789	221	14	.	.	PUNCT
fis-4789	222	1	to	to	PART
fis-4789	222	2	address	address	VERB
fis-4789	222	3	this	this	DET
fis-4789	222	4	challenge	challenge	NOUN
fis-4789	222	5	,	,	PUNCT
fis-4789	222	6	a	a	DET
fis-4789	222	7	database	database	NOUN
fis-4789	222	8	containing	contain	VERB
fis-4789	222	9	comparable	comparable	ADJ
fis-4789	222	10	processes	process	NOUN
fis-4789	222	11	in	in	ADP
fis-4789	222	12	similar	similar	ADJ
fis-4789	222	13	environmental	environmental	ADJ
fis-4789	222	14	conditions	condition	NOUN
fis-4789	222	15	can	can	AUX
fis-4789	222	16	be	be	AUX
fis-4789	222	17	valuable	valuable	ADJ
fis-4789	222	18	for	for	ADP
fis-4789	222	19	estimating	estimate	VERB
fis-4789	222	20	essential	essential	ADJ
fis-4789	222	21	process	process	NOUN
fis-4789	222	22	parameters	parameter	NOUN
fis-4789	222	23	like	like	ADP
fis-4789	222	24	time	time	NOUN
fis-4789	222	25	,	,	PUNCT
fis-4789	222	26	cost	cost	NOUN
fis-4789	222	27	,	,	PUNCT
fis-4789	222	28	and	and	CCONJ
fis-4789	222	29	quality	quality	NOUN
fis-4789	222	30	.	.	PUNCT
fis-4789	223	1	while	while	SCONJ
fis-4789	223	2	the	the	DET
fis-4789	223	3	available	available	ADJ
fis-4789	223	4	data	datum	NOUN
fis-4789	223	5	may	may	AUX
fis-4789	223	6	not	not	PART
fis-4789	223	7	be	be	AUX
fis-4789	223	8	sufficient	sufficient	ADJ
fis-4789	223	9	for	for	ADP
fis-4789	223	10	ml	ml	NOUN
fis-4789	223	11	applications	application	NOUN
fis-4789	223	12	,	,	PUNCT
fis-4789	223	13	case	case	NOUN
fis-4789	223	14	-	-	PUNCT
fis-4789	223	15	based	base	VERB
fis-4789	223	16	reasoning	reasoning	NOUN
fis-4789	223	17	within	within	ADP
fis-4789	223	18	a	a	DET
fis-4789	223	19	hybrid	hybrid	ADJ
fis-4789	223	20	advisory	advisory	ADJ
fis-4789	223	21	system	system	NOUN
fis-4789	223	22	can	can	AUX
fis-4789	223	23	bridge	bridge	VERB
fis-4789	223	24	the	the	DET
fis-4789	223	25	gap	gap	NOUN
fis-4789	223	26	between	between	ADP
fis-4789	223	27	rule	rule	NOUN
fis-4789	223	28	-	-	PUNCT
fis-4789	223	29	based	base	VERB
fis-4789	223	30	reasoning	reasoning	NOUN
fis-4789	223	31	and	and	CCONJ
fis-4789	223	32	machine	machine	NOUN
fis-4789	223	33	learning	learning	NOUN
fis-4789	223	34	by	by	ADP
fis-4789	223	35	drawing	draw	VERB
fis-4789	223	36	inferences	inference	NOUN
fis-4789	223	37	from	from	ADP
fis-4789	223	38	parallels	parallel	NOUN
fis-4789	223	39	with	with	ADP
fis-4789	223	40	completed	complete	VERB
fis-4789	223	41	processes	process	NOUN
fis-4789	223	42	[	[	X
fis-4789	223	43	101	101	NUM
fis-4789	223	44	]	]	PUNCT
fis-4789	223	45	.	.	PUNCT
fis-4789	224	1	predicting	predict	VERB
fis-4789	224	2	deflections	deflection	NOUN
fis-4789	224	3	in	in	ADP
fis-4789	224	4	rc	rc	PROPN
fis-4789	224	5	members	member	NOUN
fis-4789	224	6	is	be	AUX
fis-4789	224	7	a	a	DET
fis-4789	224	8	complex	complex	ADJ
fis-4789	224	9	task	task	NOUN
fis-4789	224	10	,	,	PUNCT
fis-4789	224	11	as	as	SCONJ
fis-4789	224	12	it	it	PRON
fis-4789	224	13	involves	involve	VERB
fis-4789	224	14	nonlinear	nonlinear	ADJ
fis-4789	224	15	interactions	interaction	NOUN
fis-4789	224	16	among	among	ADP
fis-4789	224	17	various	various	ADJ
fis-4789	224	18	factors	factor	NOUN
fis-4789	224	19	,	,	PUNCT
fis-4789	224	20	including	include	VERB
fis-4789	224	21	mechanical	mechanical	ADJ
fis-4789	224	22	properties	property	NOUN
fis-4789	224	23	of	of	ADP
fis-4789	224	24	steel	steel	NOUN
fis-4789	224	25	and	and	CCONJ
fis-4789	224	26	concrete	concrete	NOUN
fis-4789	224	27	,	,	PUNCT
fis-4789	224	28	cracking	cracking	NOUN
fis-4789	224	29	,	,	PUNCT
fis-4789	224	30	and	and	CCONJ
fis-4789	225	1	bond	bond	NOUN
fis-4789	225	2	-	-	PUNCT
fis-4789	225	3	slip	slip	NOUN
fis-4789	225	4	between	between	ADP
fis-4789	225	5	reinforcement	reinforcement	NOUN
fis-4789	225	6	and	and	CCONJ
fis-4789	225	7	concrete	concrete	NOUN
fis-4789	225	8	.	.	PUNCT
fis-4789	226	1	this	this	DET
fis-4789	226	2	complexity	complexity	NOUN
fis-4789	226	3	makes	make	VERB
fis-4789	226	4	accurate	accurate	ADJ
fis-4789	226	5	deflection	deflection	NOUN
fis-4789	226	6	predictions	prediction	NOUN
fis-4789	226	7	for	for	ADP
fis-4789	226	8	rc	rc	PROPN
fis-4789	226	9	structures	structure	NOUN
fis-4789	226	10	throughout	throughout	ADP
fis-4789	226	11	their	their	PRON
fis-4789	226	12	service	service	NOUN
fis-4789	226	13	life	life	NOUN
fis-4789	226	14	challenging	challenge	VERB
fis-4789	226	15	[	[	X
fis-4789	226	16	102	102	NUM
fis-4789	226	17	]	]	PUNCT
fis-4789	226	18	.	.	PUNCT
fis-4789	227	1	when	when	SCONJ
fis-4789	227	2	not	not	PART
fis-4789	227	3	addressed	address	VERB
fis-4789	227	4	early	early	ADV
fis-4789	227	5	in	in	ADP
fis-4789	227	6	the	the	DET
fis-4789	227	7	design	design	NOUN
fis-4789	227	8	stage	stage	NOUN
fis-4789	227	9	,	,	PUNCT
fis-4789	227	10	long	long	ADJ
fis-4789	227	11	-	-	PUNCT
fis-4789	227	12	term	term	NOUN
fis-4789	227	13	deflections	deflection	NOUN
fis-4789	227	14	in	in	ADP
fis-4789	227	15	rc	rc	PROPN
fis-4789	227	16	structures	structure	NOUN
fis-4789	227	17	may	may	AUX
fis-4789	227	18	result	result	VERB
fis-4789	227	19	in	in	ADP
fis-4789	227	20	delayed	delay	VERB
fis-4789	227	21	damage	damage	NOUN
fis-4789	227	22	to	to	ADP
fis-4789	227	23	non	non	ADJ
fis-4789	227	24	-	-	ADJ
fis-4789	227	25	structural	structural	ADJ
fis-4789	227	26	components	component	NOUN
fis-4789	227	27	.	.	PUNCT
fis-4789	228	1	therefore	therefore	ADV
fis-4789	228	2	,	,	PUNCT
fis-4789	228	3	it	it	PRON
fis-4789	228	4	is	be	AUX
fis-4789	228	5	crucial	crucial	ADJ
fis-4789	228	6	to	to	PART
fis-4789	228	7	calculate	calculate	VERB
fis-4789	228	8	these	these	DET
fis-4789	228	9	deflections	deflection	NOUN
fis-4789	228	10	during	during	ADP
fis-4789	228	11	the	the	DET
fis-4789	228	12	initial	initial	ADJ
fis-4789	228	13	design	design	NOUN
fis-4789	228	14	phase	phase	NOUN
fis-4789	228	15	[	[	X
fis-4789	228	16	103	103	NUM
fis-4789	228	17	]	]	PUNCT
fis-4789	228	18	.	.	PUNCT
fis-4789	229	1	the	the	DET
fis-4789	229	2	width	width	ADJ
fis-4789	229	3	,	,	PUNCT
fis-4789	229	4	length	length	NOUN
fis-4789	229	5	,	,	PUNCT
fis-4789	229	6	type	type	NOUN
fis-4789	229	7	,	,	PUNCT
fis-4789	229	8	and	and	CCONJ
fis-4789	229	9	number	number	NOUN
fis-4789	229	10	of	of	ADP
fis-4789	229	11	fractures	fracture	NOUN
fis-4789	229	12	in	in	ADP
fis-4789	229	13	reinforced	reinforce	VERB
fis-4789	229	14	concrete	concrete	ADJ
fis-4789	229	15	structures	structure	NOUN
fis-4789	229	16	significantly	significantly	ADV
fis-4789	229	17	impact	impact	VERB
fis-4789	229	18	their	their	PRON
fis-4789	229	19	deterioration	deterioration	NOUN
fis-4789	229	20	levels	level	NOUN
fis-4789	229	21	and	and	CCONJ
fis-4789	229	22	carrying	carry	VERB
fis-4789	229	23	capacity	capacity	NOUN
fis-4789	229	24	[	[	X
fis-4789	229	25	104	104	NUM
fis-4789	229	26	]	]	PUNCT
fis-4789	229	27	.	.	PUNCT
fis-4789	230	1	as	as	ADP
fis-4789	230	2	a	a	DET
fis-4789	230	3	result	result	NOUN
fis-4789	230	4	,	,	PUNCT
fis-4789	230	5	assessing	assess	VERB
fis-4789	230	6	fractures	fracture	NOUN
fis-4789	230	7	in	in	ADP
fis-4789	230	8	concrete	concrete	ADJ
fis-4789	230	9	structures	structure	NOUN
fis-4789	230	10	is	be	AUX
fis-4789	230	11	critical	critical	ADJ
fis-4789	230	12	for	for	ADP
fis-4789	230	13	inspection	inspection	NOUN
fis-4789	230	14	,	,	PUNCT
fis-4789	230	15	diagnosis	diagnosis	NOUN
fis-4789	230	16	,	,	PUNCT
fis-4789	230	17	maintenance	maintenance	NOUN
fis-4789	230	18	,	,	PUNCT
fis-4789	230	19	and	and	CCONJ
fis-4789	230	20	predicting	predict	VERB
fis-4789	230	21	the	the	DET
fis-4789	230	22	safety	safety	NOUN
fis-4789	230	23	life	life	NOUN
fis-4789	230	24	of	of	ADP
fis-4789	230	25	the	the	DET
fis-4789	230	26	structure	structure	NOUN
fis-4789	230	27	.	.	PUNCT
fis-4789	231	1	visual	visual	ADJ
fis-4789	231	2	inspection	inspection	NOUN
fis-4789	231	3	of	of	ADP
fis-4789	231	4	cracks	crack	NOUN
fis-4789	231	5	needs	need	VERB
fis-4789	231	6	more	more	ADV
fis-4789	231	7	incredible	incredible	ADJ
fis-4789	231	8	skill	skill	NOUN
fis-4789	231	9	and	and	CCONJ
fis-4789	231	10	specialized	specialized	ADJ
fis-4789	231	11	knowledge	knowledge	NOUN
fis-4789	231	12	and	and	CCONJ
fis-4789	231	13	is	be	AUX
fis-4789	231	14	laborious	laborious	ADJ
fis-4789	231	15	,	,	PUNCT
fis-4789	231	16	time	time	NOUN
fis-4789	231	17	-	-	PUNCT
fis-4789	231	18	consuming	consume	VERB
fis-4789	231	19	,	,	PUNCT
fis-4789	231	20	and	and	CCONJ
fis-4789	231	21	subjective	subjective	ADJ
fis-4789	231	22	.	.	PUNCT
fis-4789	232	1	numerous	numerous	ADJ
fis-4789	232	2	issues	issue	NOUN
fis-4789	232	3	have	have	AUX
fis-4789	232	4	been	be	AUX
fis-4789	232	5	raised	raise	VERB
fis-4789	232	6	regarding	regard	VERB
fis-4789	232	7	developing	develop	VERB
fis-4789	232	8	testing	testing	NOUN
fis-4789	232	9	setups	setup	NOUN
fis-4789	232	10	and	and	CCONJ
fis-4789	232	11	data	datum	NOUN
fis-4789	232	12	collection	collection	NOUN
fis-4789	232	13	systems	system	NOUN
fis-4789	232	14	in	in	ADP
fis-4789	232	15	different	different	ADJ
fis-4789	232	16	concrete	concrete	ADJ
fis-4789	232	17	structures	structure	NOUN
fis-4789	232	18	for	for	ADP
fis-4789	232	19	various	various	ADJ
fis-4789	232	20	applications	application	NOUN
fis-4789	232	21	.	.	PUNCT
fis-4789	233	1	challenges	challenge	NOUN
fis-4789	233	2	,	,	PUNCT
fis-4789	233	3	limitations	limitation	NOUN
fis-4789	233	4	and	and	CCONJ
fis-4789	233	5	research	research	NOUN
fis-4789	233	6	gap	gap	NOUN
fis-4789	233	7	l	l	NOUN
fis-4789	233	8	is	be	AUX
fis-4789	233	9	part	part	NOUN
fis-4789	233	10	of	of	ADP
fis-4789	233	11	ai	ai	PROPN
fis-4789	233	12	studies	study	NOUN
fis-4789	233	13	and	and	CCONJ
fis-4789	233	14	has	have	AUX
fis-4789	233	15	been	be	AUX
fis-4789	233	16	utilized	utilize	VERB
fis-4789	233	17	in	in	ADP
fis-4789	233	18	numerous	numerous	ADJ
fis-4789	233	19	applications	application	NOUN
fis-4789	233	20	.	.	PUNCT
fis-4789	234	1	ml	ml	PROPN
fis-4789	234	2	is	be	AUX
fis-4789	234	3	used	use	VERB
fis-4789	234	4	to	to	PART
fis-4789	234	5	investigate	investigate	VERB
fis-4789	234	6	innumerable	innumerable	ADJ
fis-4789	234	7	data	data	NOUN
fis-4789	234	8	-	-	PUNCT
fis-4789	234	9	driven	drive	VERB
fis-4789	234	10	purposes	purpose	NOUN
fis-4789	234	11	,	,	PUNCT
fis-4789	234	12	and	and	CCONJ
fis-4789	234	13	it	it	PRON
fis-4789	234	14	needs	need	VERB
fis-4789	234	15	a	a	DET
fis-4789	234	16	lot	lot	NOUN
fis-4789	234	17	of	of	ADP
fis-4789	234	18	information	information	NOUN
fis-4789	234	19	for	for	ADP
fis-4789	234	20	training	training	NOUN
fis-4789	234	21	and	and	CCONJ
fis-4789	234	22	testing	testing	NOUN
fis-4789	234	23	.	.	PUNCT
fis-4789	235	1	but	but	CCONJ
fis-4789	235	2	,	,	PUNCT
fis-4789	235	3	in	in	ADP
fis-4789	235	4	this	this	DET
fis-4789	235	5	study	study	NOUN
fis-4789	235	6	,	,	PUNCT
fis-4789	235	7	we	we	PRON
fis-4789	235	8	have	have	VERB
fis-4789	235	9	m	m	PROPN
fis-4789	235	10	a.	a.	PROPN
fis-4789	235	11	anjum	anjum	PROPN
fis-4789	235	12	et	et	PROPN
fis-4789	235	13	alii	alii	PROPN
fis-4789	235	14	,	,	PUNCT
fis-4789	235	15	frattura	frattura	PROPN
fis-4789	235	16	ed	ed	PROPN
fis-4789	235	17	integrità	integrità	PROPN
fis-4789	235	18	strutturale	strutturale	PROPN
fis-4789	235	19	,	,	PUNCT
fis-4789	235	20	69	69	NUM
fis-4789	235	21	(	(	PUNCT
fis-4789	235	22	2024	2024	NUM
fis-4789	235	23	)	)	PUNCT
fis-4789	235	24	43	43	NUM
fis-4789	235	25	-	-	SYM
fis-4789	235	26	59	59	NUM
fis-4789	235	27	;	;	PUNCT
fis-4789	235	28	doi	doi	NOUN
fis-4789	235	29	:	:	PUNCT
fis-4789	235	30	10.3221	10.3221	NUM
fis-4789	235	31	/	/	SYM
fis-4789	235	32	igf	igf	PROPN
fis-4789	235	33	-	-	PUNCT
fis-4789	235	34	esis.69.04	esis.69.04	PROPN
fis-4789	235	35	51	51	NUM
fis-4789	235	36	elaborated	elaborate	VERB
fis-4789	235	37	on	on	ADP
fis-4789	235	38	some	some	PRON
fis-4789	235	39	of	of	ADP
fis-4789	235	40	the	the	DET
fis-4789	235	41	primary	primary	ADJ
fis-4789	235	42	challenges	challenge	NOUN
fis-4789	235	43	in	in	ADP
fis-4789	235	44	ml	ml	ADP
fis-4789	235	45	algorithms	algorithm	NOUN
fis-4789	235	46	that	that	PRON
fis-4789	235	47	are	be	AUX
fis-4789	235	48	needed	need	VERB
fis-4789	235	49	for	for	ADP
fis-4789	235	50	civil	civil	ADJ
fis-4789	235	51	engineering	engineering	NOUN
fis-4789	235	52	concrete	concrete	ADJ
fis-4789	235	53	structures	structure	NOUN
fis-4789	235	54	.	.	PUNCT
fis-4789	236	1			PRON
fis-4789	237	1	ml	ml	PROPN
fis-4789	237	2	is	be	AUX
fis-4789	237	3	classified	classify	VERB
fis-4789	237	4	mainly	mainly	ADV
fis-4789	237	5	into	into	ADP
fis-4789	237	6	supervised	supervised	ADJ
fis-4789	237	7	and	and	CCONJ
fis-4789	237	8	unsupervised	unsupervised	ADJ
fis-4789	237	9	learning	learning	NOUN
fis-4789	237	10	types	type	NOUN
fis-4789	237	11	and	and	CCONJ
fis-4789	237	12	has	have	VERB
fis-4789	237	13	several	several	ADJ
fis-4789	237	14	algorithms	algorithm	NOUN
fis-4789	237	15	.	.	PUNCT
fis-4789	238	1	hence	hence	ADV
fis-4789	238	2	,	,	PUNCT
fis-4789	238	3	knowing	know	VERB
fis-4789	238	4	suitable	suitable	ADJ
fis-4789	238	5	algorithms	algorithm	NOUN
fis-4789	238	6	based	base	VERB
fis-4789	238	7	on	on	ADP
fis-4789	238	8	the	the	DET
fis-4789	238	9	problem	problem	NOUN
fis-4789	238	10	defined	define	VERB
fis-4789	238	11	in	in	ADP
fis-4789	238	12	concrete	concrete	ADJ
fis-4789	238	13	structures	structure	NOUN
fis-4789	238	14	is	be	AUX
fis-4789	238	15	vital	vital	ADJ
fis-4789	238	16	.	.	PUNCT
fis-4789	239	1			PRON
fis-4789	239	2	experimentation	experimentation	NOUN
fis-4789	239	3	in	in	ADP
fis-4789	239	4	civil	civil	ADJ
fis-4789	239	5	engineering	engineering	NOUN
fis-4789	239	6	requires	require	VERB
fis-4789	239	7	more	more	ADJ
fis-4789	239	8	time	time	NOUN
fis-4789	239	9	,	,	PUNCT
fis-4789	239	10	such	such	ADJ
fis-4789	239	11	as	as	ADP
fis-4789	239	12	curing	cure	VERB
fis-4789	239	13	concrete	concrete	ADJ
fis-4789	239	14	blocks	block	NOUN
fis-4789	239	15	for	for	ADP
fis-4789	239	16	testing	testing	NOUN
fis-4789	239	17	purposes	purpose	NOUN
fis-4789	239	18	and	and	CCONJ
fis-4789	239	19	collecting	collect	VERB
fis-4789	239	20	data	datum	NOUN
fis-4789	239	21	for	for	ADP
fis-4789	239	22	specific	specific	ADJ
fis-4789	239	23	algorithms	algorithm	NOUN
fis-4789	239	24	,	,	PUNCT
fis-4789	239	25	which	which	PRON
fis-4789	239	26	needs	need	VERB
fis-4789	239	27	more	more	ADJ
fis-4789	239	28	time	time	NOUN
fis-4789	239	29	.	.	PUNCT
fis-4789	240	1			NOUN
fis-4789	240	2	when	when	SCONJ
fis-4789	240	3	cracked	crack	VERB
fis-4789	240	4	structures	structure	NOUN
fis-4789	240	5	are	be	AUX
fis-4789	240	6	used	use	VERB
fis-4789	240	7	,	,	PUNCT
fis-4789	240	8	data	datum	NOUN
fis-4789	240	9	optimization	optimization	NOUN
fis-4789	240	10	for	for	ADP
fis-4789	240	11	health	health	NOUN
fis-4789	240	12	monitoring	monitoring	NOUN
fis-4789	240	13	studies	study	NOUN
fis-4789	240	14	with	with	ADP
fis-4789	240	15	the	the	DET
fis-4789	240	16	ml	ml	PROPN
fis-4789	240	17	approach	approach	NOUN
fis-4789	240	18	needs	need	VERB
fis-4789	240	19	a	a	DET
fis-4789	240	20	high	high	ADJ
fis-4789	240	21	range	range	NOUN
fis-4789	240	22	of	of	ADP
fis-4789	240	23	megapixel	megapixel	PROPN
fis-4789	240	24	cameras	camera	NOUN
fis-4789	240	25	to	to	PART
fis-4789	240	26	capture	capture	VERB
fis-4789	240	27	the	the	DET
fis-4789	240	28	crack	crack	NOUN
fis-4789	240	29	length	length	NOUN
fis-4789	240	30	and	and	CCONJ
fis-4789	240	31	thickness	thickness	NOUN
fis-4789	240	32	at	at	ADP
fis-4789	240	33	different	different	ADJ
fis-4789	240	34	ranges	range	NOUN
fis-4789	240	35	,	,	PUNCT
fis-4789	240	36	predict	predict	VERB
fis-4789	240	37	the	the	DET
fis-4789	240	38	damage	damage	NOUN
fis-4789	240	39	propagation	propagation	NOUN
fis-4789	240	40	,	,	PUNCT
fis-4789	240	41	and	and	CCONJ
fis-4789	240	42	use	use	VERB
fis-4789	240	43	other	other	ADJ
fis-4789	240	44	optimization	optimization	NOUN
fis-4789	240	45	methods	method	NOUN
fis-4789	240	46	.	.	PUNCT
fis-4789	241	1			PROPN
fis-4789	241	2	based	base	VERB
fis-4789	241	3	on	on	ADP
fis-4789	241	4	the	the	DET
fis-4789	241	5	literature	literature	NOUN
fis-4789	241	6	,	,	PUNCT
fis-4789	241	7	it	it	PRON
fis-4789	241	8	has	have	AUX
fis-4789	241	9	also	also	ADV
fis-4789	241	10	been	be	AUX
fis-4789	241	11	noted	note	VERB
fis-4789	241	12	that	that	SCONJ
fis-4789	241	13	ml	ml	VERB
fis-4789	241	14	is	be	AUX
fis-4789	241	15	utilized	utilize	VERB
fis-4789	241	16	for	for	ADP
fis-4789	241	17	different	different	ADJ
fis-4789	241	18	concrete	concrete	ADJ
fis-4789	241	19	structures	structure	NOUN
fis-4789	241	20	such	such	ADJ
fis-4789	241	21	as	as	ADP
fis-4789	241	22	buildings	building	NOUN
fis-4789	241	23	,	,	PUNCT
fis-4789	241	24	roads	road	NOUN
fis-4789	241	25	,	,	PUNCT
fis-4789	241	26	bridges	bridge	NOUN
fis-4789	241	27	,	,	PUNCT
fis-4789	241	28	etc	etc	X
fis-4789	241	29	.	.	X
fis-4789	241	30	,	,	PUNCT
fis-4789	241	31	and	and	CCONJ
fis-4789	241	32	each	each	PRON
fis-4789	241	33	has	have	AUX
fis-4789	241	34	been	be	AUX
fis-4789	241	35	predicted	predict	VERB
fis-4789	241	36	using	use	VERB
fis-4789	241	37	ml	ml	NOUN
fis-4789	241	38	algorithms	algorithm	NOUN
fis-4789	241	39	.	.	PUNCT
fis-4789	242	1	however	however	ADV
fis-4789	242	2	,	,	PUNCT
fis-4789	242	3	this	this	PRON
fis-4789	242	4	required	require	VERB
fis-4789	242	5	maximum	maximum	ADJ
fis-4789	242	6	information	information	NOUN
fis-4789	242	7	,	,	PUNCT
fis-4789	242	8	and	and	CCONJ
fis-4789	242	9	literature	literature	NOUN
fis-4789	242	10	shows	show	VERB
fis-4789	242	11	that	that	SCONJ
fis-4789	242	12	in	in	ADP
fis-4789	242	13	some	some	DET
fis-4789	242	14	cases	case	NOUN
fis-4789	242	15	,	,	PUNCT
fis-4789	242	16	data	datum	NOUN
fis-4789	242	17	has	have	AUX
fis-4789	242	18	been	be	AUX
fis-4789	242	19	collected	collect	VERB
fis-4789	242	20	from	from	ADP
fis-4789	242	21	more	more	ADJ
fis-4789	242	22	than	than	ADP
fis-4789	242	23	1000	1000	NUM
fis-4789	242	24	test	test	NOUN
fis-4789	242	25	data	datum	NOUN
fis-4789	242	26	sets	set	NOUN
fis-4789	242	27	[	[	X
fis-4789	242	28	88	88	NUM
fis-4789	242	29	]	]	PUNCT
fis-4789	242	30	,	,	PUNCT
fis-4789	242	31	and	and	CCONJ
fis-4789	242	32	an	an	DET
fis-4789	242	33	average	average	NOUN
fis-4789	242	34	of	of	ADP
fis-4789	242	35	500	500	NUM
fis-4789	242	36	-	-	SYM
fis-4789	242	37	1000	1000	NUM
fis-4789	242	38	data	datum	NOUN
fis-4789	242	39	has	have	AUX
fis-4789	242	40	been	be	AUX
fis-4789	242	41	found	find	VERB
fis-4789	242	42	in	in	ADP
fis-4789	242	43	more	more	ADJ
fis-4789	242	44	studies	study	NOUN
fis-4789	242	45	[	[	X
fis-4789	242	46	60,105	60,105	NUM
fis-4789	242	47	]	]	PUNCT
fis-4789	242	48	.	.	PUNCT
fis-4789	243	1			X
fis-4789	243	2	in	in	ADP
fis-4789	243	3	recent	recent	ADJ
fis-4789	243	4	studies	study	NOUN
fis-4789	243	5	,	,	PUNCT
fis-4789	243	6	deep	deep	ADJ
fis-4789	243	7	learning	learning	NOUN
fis-4789	243	8	algorithms	algorithm	NOUN
fis-4789	243	9	have	have	AUX
fis-4789	243	10	become	become	VERB
fis-4789	243	11	popular	popular	ADJ
fis-4789	243	12	in	in	ADP
fis-4789	243	13	many	many	ADJ
fis-4789	243	14	engineering	engineering	NOUN
fis-4789	243	15	applications	application	NOUN
fis-4789	243	16	,	,	PUNCT
fis-4789	243	17	and	and	CCONJ
fis-4789	243	18	this	this	PRON
fis-4789	243	19	has	have	AUX
fis-4789	243	20	been	be	AUX
fis-4789	243	21	utilized	utilize	VERB
fis-4789	243	22	in	in	ADP
fis-4789	243	23	civil	civil	ADJ
fis-4789	243	24	concrete	concrete	ADJ
fis-4789	243	25	structures	structure	NOUN
fis-4789	243	26	in	in	ADP
fis-4789	243	27	recent	recent	ADJ
fis-4789	243	28	years	year	NOUN
fis-4789	244	1	[	[	X
fis-4789	244	2	49,84,85	49,84,85	X
fis-4789	244	3	]	]	PUNCT
fis-4789	244	4	.	.	PUNCT
fis-4789	245	1			X
fis-4789	245	2	large	large	ADJ
fis-4789	245	3	datasets	dataset	NOUN
fis-4789	245	4	are	be	AUX
fis-4789	245	5	needed	need	VERB
fis-4789	245	6	for	for	ADP
fis-4789	245	7	training	training	NOUN
fis-4789	245	8	and	and	CCONJ
fis-4789	245	9	testing	testing	NOUN
fis-4789	245	10	ml	ml	NOUN
fis-4789	245	11	models	model	NOUN
fis-4789	245	12	,	,	PUNCT
fis-4789	245	13	which	which	PRON
fis-4789	245	14	can	can	AUX
fis-4789	245	15	be	be	AUX
fis-4789	245	16	time	time	NOUN
fis-4789	245	17	-	-	PUNCT
fis-4789	245	18	consuming	consume	VERB
fis-4789	245	19	and	and	CCONJ
fis-4789	245	20	resource	resource	NOUN
fis-4789	245	21	-	-	PUNCT
fis-4789	245	22	intensive	intensive	ADJ
fis-4789	245	23	to	to	PART
fis-4789	245	24	collect	collect	VERB
fis-4789	245	25	,	,	PUNCT
fis-4789	245	26	especially	especially	ADV
fis-4789	245	27	for	for	ADP
fis-4789	245	28	high	high	ADJ
fis-4789	245	29	-	-	PUNCT
fis-4789	245	30	resolution	resolution	NOUN
fis-4789	245	31	crack	crack	NOUN
fis-4789	245	32	detection	detection	NOUN
fis-4789	245	33	in	in	ADP
fis-4789	245	34	concrete	concrete	ADJ
fis-4789	245	35	structures	structure	NOUN
fis-4789	245	36	.	.	PUNCT
fis-4789	246	1			NOUN
fis-4789	246	2	adapting	adapt	VERB
fis-4789	246	3	ml	ml	NOUN
fis-4789	246	4	models	model	NOUN
fis-4789	246	5	to	to	PART
fis-4789	246	6	handle	handle	VERB
fis-4789	246	7	diverse	diverse	ADJ
fis-4789	246	8	environmental	environmental	ADJ
fis-4789	246	9	conditions	condition	NOUN
fis-4789	246	10	,	,	PUNCT
fis-4789	246	11	varying	vary	VERB
fis-4789	246	12	surface	surface	NOUN
fis-4789	246	13	geometries	geometry	NOUN
fis-4789	246	14	,	,	PUNCT
fis-4789	246	15	and	and	CCONJ
fis-4789	246	16	different	different	ADJ
fis-4789	246	17	materials	material	NOUN
fis-4789	246	18	is	be	AUX
fis-4789	246	19	crucial	crucial	ADJ
fis-4789	246	20	for	for	ADP
fis-4789	246	21	universal	universal	ADJ
fis-4789	246	22	applicability	applicability	NOUN
fis-4789	246	23	and	and	CCONJ
fis-4789	246	24	effectiveness	effectiveness	NOUN
fis-4789	246	25	in	in	ADP
fis-4789	246	26	real	real	ADJ
fis-4789	246	27	-	-	PUNCT
fis-4789	246	28	world	world	NOUN
fis-4789	246	29	scenarios	scenario	NOUN
fis-4789	246	30	.	.	PUNCT
fis-4789	247	1			X
fis-4789	247	2	the	the	DET
fis-4789	247	3	enhancement	enhancement	NOUN
fis-4789	247	4	of	of	ADP
fis-4789	247	5	automation	automation	NOUN
fis-4789	247	6	levels	level	NOUN
fis-4789	247	7	in	in	ADP
fis-4789	247	8	defect	defect	NOUN
fis-4789	247	9	identification	identification	NOUN
fis-4789	247	10	and	and	CCONJ
fis-4789	247	11	condition	condition	NOUN
fis-4789	247	12	assessment	assessment	NOUN
fis-4789	247	13	to	to	PART
fis-4789	247	14	reduce	reduce	VERB
fis-4789	247	15	human	human	ADJ
fis-4789	247	16	input	input	NOUN
fis-4789	247	17	and	and	CCONJ
fis-4789	247	18	improve	improve	VERB
fis-4789	247	19	reliability	reliability	NOUN
fis-4789	247	20	and	and	CCONJ
fis-4789	247	21	safety	safety	NOUN
fis-4789	247	22	assessments	assessment	NOUN
fis-4789	247	23	.	.	PUNCT
fis-4789	248	1	additionally	additionally	ADV
fis-4789	248	2	,	,	PUNCT
fis-4789	248	3	some	some	PRON
fis-4789	248	4	of	of	ADP
fis-4789	248	5	the	the	DET
fis-4789	248	6	other	other	ADJ
fis-4789	248	7	challenges	challenge	NOUN
fis-4789	248	8	have	have	AUX
fis-4789	248	9	been	be	AUX
fis-4789	248	10	found	find	VERB
fis-4789	248	11	in	in	ADP
fis-4789	248	12	experimental	experimental	ADJ
fis-4789	248	13	studies	study	NOUN
fis-4789	248	14	of	of	ADP
fis-4789	248	15	civil	civil	ADJ
fis-4789	248	16	structures	structure	NOUN
fis-4789	248	17	considering	consider	VERB
fis-4789	248	18	ml	ml	NOUN
fis-4789	248	19	-	-	PUNCT
fis-4789	248	20	based	base	VERB
fis-4789	248	21	work	work	NOUN
fis-4789	248	22	.	.	PUNCT
fis-4789	249	1			PUNCT
fis-4789	249	2	to	to	PART
fis-4789	249	3	enable	enable	VERB
fis-4789	249	4	integrated	integrated	ADJ
fis-4789	249	5	condition	condition	NOUN
fis-4789	249	6	evaluation	evaluation	NOUN
fis-4789	249	7	of	of	ADP
fis-4789	249	8	civil	civil	ADJ
fis-4789	249	9	infrastructure	infrastructure	NOUN
fis-4789	249	10	,	,	PUNCT
fis-4789	249	11	comprehensively	comprehensively	ADV
fis-4789	249	12	identifying	identify	VERB
fis-4789	249	13	,	,	PUNCT
fis-4789	249	14	measuring	measuring	NOUN
fis-4789	249	15	,	,	PUNCT
fis-4789	249	16	and	and	CCONJ
fis-4789	249	17	analyzing	analyze	VERB
fis-4789	249	18	interacting	interact	VERB
fis-4789	249	19	defect	defect	NOUN
fis-4789	249	20	patterns	pattern	NOUN
fis-4789	249	21	simultaneously	simultaneously	ADV
fis-4789	249	22	is	be	AUX
fis-4789	249	23	difficult	difficult	ADJ
fis-4789	249	24	to	to	PART
fis-4789	249	25	measure	measure	VERB
fis-4789	249	26	[	[	X
fis-4789	249	27	1	1	NUM
fis-4789	249	28	]	]	PUNCT
fis-4789	249	29	.	.	PUNCT
fis-4789	250	1			PROPN
fis-4789	250	2	generalize	generalize	VERB
fis-4789	250	3	existing	exist	VERB
fis-4789	250	4	detection	detection	NOUN
fis-4789	250	5	models	model	NOUN
fis-4789	250	6	to	to	PART
fis-4789	250	7	handle	handle	VERB
fis-4789	250	8	environmental	environmental	ADJ
fis-4789	250	9	circumstances	circumstance	NOUN
fis-4789	250	10	,	,	PUNCT
fis-4789	250	11	such	such	ADJ
fis-4789	250	12	as	as	ADP
fis-4789	250	13	shifting	shift	VERB
fis-4789	250	14	illumination	illumination	NOUN
fis-4789	250	15	conditions	condition	NOUN
fis-4789	250	16	,	,	PUNCT
fis-4789	250	17	varied	varied	ADJ
fis-4789	250	18	surface	surface	NOUN
fis-4789	250	19	geometries	geometry	NOUN
fis-4789	250	20	and	and	CCONJ
fis-4789	250	21	materials	material	NOUN
fis-4789	250	22	,	,	PUNCT
fis-4789	250	23	and	and	CCONJ
fis-4789	250	24	different	different	ADJ
fis-4789	250	25	camera	camera	NOUN
fis-4789	250	26	positions	position	NOUN
fis-4789	250	27	and	and	CCONJ
fis-4789	250	28	distances	distance	NOUN
fis-4789	250	29	effectively	effectively	ADV
fis-4789	250	30	and	and	CCONJ
fis-4789	250	31	universally	universally	ADV
fis-4789	250	32	.	.	PUNCT
fis-4789	251	1			PUNCT
fis-4789	251	2	to	to	PART
fis-4789	251	3	raise	raise	VERB
fis-4789	251	4	the	the	DET
fis-4789	251	5	level	level	NOUN
fis-4789	251	6	of	of	ADP
fis-4789	251	7	automation	automation	NOUN
fis-4789	251	8	from	from	ADP
fis-4789	251	9	inadequate	inadequate	ADJ
fis-4789	251	10	defect	defect	NOUN
fis-4789	251	11	identification	identification	NOUN
fis-4789	251	12	to	to	ADP
fis-4789	251	13	advanced	advanced	ADJ
fis-4789	251	14	defect	defect	NOUN
fis-4789	251	15	and	and	CCONJ
fis-4789	251	16	condition	condition	NOUN
fis-4789	251	17	assessment	assessment	NOUN
fis-4789	251	18	,	,	PUNCT
fis-4789	251	19	reduce	reduce	VERB
fis-4789	251	20	the	the	DET
fis-4789	251	21	quantity	quantity	NOUN
fis-4789	251	22	of	of	ADP
fis-4789	251	23	human	human	ADJ
fis-4789	251	24	user	user	NOUN
fis-4789	251	25	input	input	NOUN
fis-4789	251	26	.	.	PUNCT
fis-4789	252	1	based	base	VERB
fis-4789	252	2	on	on	ADP
fis-4789	252	3	the	the	DET
fis-4789	252	4	comprehensive	comprehensive	ADJ
fis-4789	252	5	review	review	NOUN
fis-4789	252	6	conducted	conduct	VERB
fis-4789	252	7	in	in	ADP
fis-4789	252	8	this	this	DET
fis-4789	252	9	work	work	NOUN
fis-4789	252	10	,	,	PUNCT
fis-4789	252	11	the	the	DET
fis-4789	252	12	research	research	NOUN
fis-4789	252	13	gap	gap	NOUN
fis-4789	252	14	centers	center	NOUN
fis-4789	252	15	on	on	ADP
fis-4789	252	16	the	the	DET
fis-4789	252	17	challenges	challenge	NOUN
fis-4789	252	18	and	and	CCONJ
fis-4789	252	19	limitations	limitation	NOUN
fis-4789	252	20	(	(	PUNCT
fis-4789	252	21	tab	tab	NOUN
fis-4789	252	22	.	.	NOUN
fis-4789	252	23	1	1	NUM
fis-4789	252	24	)	)	PUNCT
fis-4789	252	25	of	of	ADP
fis-4789	252	26	existing	exist	VERB
fis-4789	252	27	ml	ml	NOUN
fis-4789	252	28	and	and	CCONJ
fis-4789	252	29	soft	soft	ADJ
fis-4789	252	30	computing	computing	NOUN
fis-4789	252	31	methods	method	NOUN
fis-4789	252	32	in	in	ADP
fis-4789	252	33	civil	civil	ADJ
fis-4789	252	34	engineering	engineering	NOUN
fis-4789	252	35	for	for	ADP
fis-4789	252	36	shm	shm	NOUN
fis-4789	252	37	and	and	CCONJ
fis-4789	252	38	damage	damage	NOUN
fis-4789	252	39	assessment	assessment	NOUN
fis-4789	252	40	.	.	PUNCT
fis-4789	253	1	despite	despite	SCONJ
fis-4789	253	2	the	the	DET
fis-4789	253	3	notable	notable	ADJ
fis-4789	253	4	advancements	advancement	NOUN
fis-4789	253	5	and	and	CCONJ
fis-4789	253	6	the	the	DET
fis-4789	253	7	application	application	NOUN
fis-4789	253	8	of	of	ADP
fis-4789	253	9	various	various	ADJ
fis-4789	253	10	ml	ml	NOUN
fis-4789	253	11	algorithms	algorithm	NOUN
fis-4789	253	12	to	to	PART
fis-4789	253	13	enhance	enhance	VERB
fis-4789	253	14	prediction	prediction	NOUN
fis-4789	253	15	accuracy	accuracy	NOUN
fis-4789	253	16	,	,	PUNCT
fis-4789	253	17	cost	cost	NOUN
fis-4789	253	18	-	-	PUNCT
fis-4789	253	19	effectiveness	effectiveness	NOUN
fis-4789	253	20	,	,	PUNCT
fis-4789	253	21	and	and	CCONJ
fis-4789	253	22	efficiency	efficiency	NOUN
fis-4789	253	23	in	in	ADP
fis-4789	253	24	civil	civil	ADJ
fis-4789	253	25	engineering	engineering	NOUN
fis-4789	253	26	projects	project	NOUN
fis-4789	253	27	,	,	PUNCT
fis-4789	253	28	several	several	ADJ
fis-4789	253	29	key	key	ADJ
fis-4789	253	30	challenges	challenge	NOUN
fis-4789	253	31	remain	remain	VERB
fis-4789	253	32	unaddressed	unaddresse	VERB
fis-4789	253	33	.	.	PUNCT
fis-4789	254	1	addressing	address	VERB
fis-4789	254	2	these	these	DET
fis-4789	254	3	gaps	gap	NOUN
fis-4789	254	4	requires	require	VERB
fis-4789	254	5	interdisciplinary	interdisciplinary	ADJ
fis-4789	254	6	collaboration	collaboration	NOUN
fis-4789	254	7	,	,	PUNCT
fis-4789	254	8	improved	improve	VERB
fis-4789	254	9	data	data	NOUN
fis-4789	254	10	standardization	standardization	NOUN
fis-4789	254	11	protocols	protocol	NOUN
fis-4789	254	12	,	,	PUNCT
fis-4789	254	13	and	and	CCONJ
fis-4789	254	14	continuous	continuous	ADJ
fis-4789	254	15	learning	learning	NOUN
fis-4789	254	16	in	in	ADP
fis-4789	254	17	ml	ml	ADV
fis-4789	254	18	and	and	CCONJ
fis-4789	254	19	soft	soft	ADJ
fis-4789	254	20	computing	computing	NOUN
fis-4789	254	21	fields	field	NOUN
fis-4789	254	22	among	among	ADP
fis-4789	254	23	civil	civil	ADJ
fis-4789	254	24	engineers	engineer	NOUN
fis-4789	254	25	.	.	PUNCT
fis-4789	255	1	further	further	ADJ
fis-4789	255	2	research	research	NOUN
fis-4789	255	3	is	be	AUX
fis-4789	255	4	recommended	recommend	VERB
fis-4789	255	5	to	to	PART
fis-4789	255	6	develop	develop	VERB
fis-4789	255	7	more	more	ADV
fis-4789	255	8	robust	robust	ADJ
fis-4789	255	9	,	,	PUNCT
fis-4789	255	10	adaptable	adaptable	ADJ
fis-4789	255	11	,	,	PUNCT
fis-4789	255	12	and	and	CCONJ
fis-4789	255	13	efficient	efficient	ADJ
fis-4789	255	14	ml	ml	NOUN
fis-4789	255	15	models	model	NOUN
fis-4789	255	16	for	for	ADP
fis-4789	255	17	civil	civil	ADJ
fis-4789	255	18	engineering	engineering	NOUN
fis-4789	255	19	applications	application	NOUN
fis-4789	255	20	,	,	PUNCT
fis-4789	255	21	focusing	focus	VERB
fis-4789	255	22	on	on	ADP
fis-4789	255	23	reducing	reduce	VERB
fis-4789	255	24	computational	computational	ADJ
fis-4789	255	25	demands	demand	NOUN
fis-4789	255	26	and	and	CCONJ
fis-4789	255	27	aligning	align	VERB
fis-4789	255	28	with	with	ADP
fis-4789	255	29	sustainability	sustainability	NOUN
fis-4789	255	30	goals	goal	NOUN
fis-4789	255	31	.	.	PUNCT
fis-4789	256	1	the	the	DET
fis-4789	256	2	additional	additional	ADJ
fis-4789	256	3	information	information	NOUN
fis-4789	256	4	on	on	ADP
fis-4789	256	5	the	the	DET
fis-4789	256	6	research	research	NOUN
fis-4789	256	7	gap	gap	NOUN
fis-4789	256	8	emphasizes	emphasize	VERB
fis-4789	256	9	the	the	DET
fis-4789	256	10	importance	importance	NOUN
fis-4789	256	11	of	of	ADP
fis-4789	256	12	developing	develop	VERB
fis-4789	256	13	ml	ml	NOUN
fis-4789	256	14	models	model	NOUN
fis-4789	256	15	that	that	PRON
fis-4789	256	16	are	be	AUX
fis-4789	256	17	accurate	accurate	ADJ
fis-4789	256	18	but	but	CCONJ
fis-4789	256	19	also	also	ADV
fis-4789	256	20	interpretable	interpretable	ADJ
fis-4789	256	21	and	and	CCONJ
fis-4789	256	22	transparent	transparent	ADJ
fis-4789	256	23	in	in	ADP
fis-4789	256	24	their	their	PRON
fis-4789	256	25	decision	decision	NOUN
fis-4789	256	26	-	-	PUNCT
fis-4789	256	27	making	make	VERB
fis-4789	256	28	processes	process	NOUN
fis-4789	256	29	.	.	PUNCT
fis-4789	257	1	this	this	PRON
fis-4789	257	2	is	be	AUX
fis-4789	257	3	crucial	crucial	ADJ
fis-4789	257	4	for	for	ADP
fis-4789	257	5	their	their	PRON
fis-4789	257	6	acceptance	acceptance	NOUN
fis-4789	257	7	and	and	CCONJ
fis-4789	257	8	trustworthiness	trustworthiness	NOUN
fis-4789	257	9	in	in	ADP
fis-4789	257	10	critical	critical	ADJ
fis-4789	257	11	civil	civil	ADJ
fis-4789	257	12	engineering	engineering	NOUN
fis-4789	257	13	applications	application	NOUN
fis-4789	257	14	.	.	PUNCT
fis-4789	258	1	moreover	moreover	ADV
fis-4789	258	2	,	,	PUNCT
fis-4789	258	3	integrating	integrate	VERB
fis-4789	258	4	machine	machine	NOUN
fis-4789	258	5	learning	learning	NOUN
fis-4789	258	6	with	with	ADP
fis-4789	258	7	traditional	traditional	ADJ
fis-4789	258	8	civil	civil	ADJ
fis-4789	258	9	engineering	engineering	NOUN
fis-4789	258	10	practices	practice	NOUN
fis-4789	258	11	remains	remain	VERB
fis-4789	258	12	a	a	DET
fis-4789	258	13	significant	significant	ADJ
fis-4789	258	14	challenge	challenge	NOUN
fis-4789	258	15	,	,	PUNCT
fis-4789	258	16	requiring	require	VERB
fis-4789	258	17	methodological	methodological	ADJ
fis-4789	258	18	innovations	innovation	NOUN
fis-4789	258	19	and	and	CCONJ
fis-4789	258	20	educational	educational	ADJ
fis-4789	258	21	curriculum	curriculum	NOUN
fis-4789	258	22	changes	change	NOUN
fis-4789	258	23	to	to	PART
fis-4789	258	24	equip	equip	VERB
fis-4789	258	25	future	future	ADJ
fis-4789	258	26	engineers	engineer	NOUN
fis-4789	258	27	with	with	ADP
fis-4789	258	28	the	the	DET
fis-4789	258	29	necessary	necessary	ADJ
fis-4789	258	30	skills	skill	NOUN
fis-4789	258	31	.	.	PUNCT
fis-4789	259	1	this	this	DET
fis-4789	259	2	review	review	NOUN
fis-4789	259	3	also	also	ADV
fis-4789	259	4	points	point	VERB
fis-4789	259	5	out	out	ADP
fis-4789	259	6	the	the	DET
fis-4789	259	7	need	need	NOUN
fis-4789	259	8	for	for	ADP
fis-4789	259	9	more	more	ADV
fis-4789	259	10	comparative	comparative	ADJ
fis-4789	259	11	studies	study	NOUN
fis-4789	259	12	that	that	PRON
fis-4789	259	13	evaluate	evaluate	VERB
fis-4789	259	14	the	the	DET
fis-4789	259	15	performance	performance	NOUN
fis-4789	259	16	of	of	ADP
fis-4789	259	17	different	different	ADJ
fis-4789	259	18	ml	ml	NOUN
fis-4789	259	19	algorithms	algorithm	NOUN
fis-4789	259	20	in	in	ADP
fis-4789	259	21	various	various	ADJ
fis-4789	259	22	civil	civil	ADJ
fis-4789	259	23	engineering	engineering	NOUN
fis-4789	259	24	tasks	task	NOUN
fis-4789	259	25	to	to	PART
fis-4789	259	26	guide	guide	VERB
fis-4789	259	27	practitioners	practitioner	NOUN
fis-4789	259	28	in	in	ADP
fis-4789	259	29	choosing	choose	VERB
fis-4789	259	30	the	the	DET
fis-4789	259	31	most	most	ADV
fis-4789	259	32	appropriate	appropriate	ADJ
fis-4789	259	33	method	method	NOUN
fis-4789	259	34	for	for	ADP
fis-4789	259	35	their	their	PRON
fis-4789	259	36	specific	specific	ADJ
fis-4789	259	37	needs	need	NOUN
fis-4789	259	38	.	.	PUNCT
fis-4789	260	1	lastly	lastly	ADV
fis-4789	260	2	,	,	PUNCT
fis-4789	260	3	there	there	PRON
fis-4789	260	4	is	be	VERB
fis-4789	260	5	a	a	DET
fis-4789	260	6	sign	sign	NOUN
fis-4789	260	7	for	for	ADP
fis-4789	260	8	more	more	ADJ
fis-4789	260	9	interdisciplinary	interdisciplinary	ADJ
fis-4789	260	10	research	research	NOUN
fis-4789	260	11	that	that	PRON
fis-4789	260	12	leverages	leverage	VERB
fis-4789	260	13	advances	advance	NOUN
fis-4789	260	14	in	in	ADP
fis-4789	260	15	sensor	sensor	NOUN
fis-4789	260	16	technology	technology	NOUN
fis-4789	260	17	,	,	PUNCT
fis-4789	260	18	data	datum	NOUN
fis-4789	260	19	analytics	analytic	NOUN
fis-4789	260	20	,	,	PUNCT
fis-4789	260	21	and	and	CCONJ
fis-4789	260	22	computational	computational	ADJ
fis-4789	260	23	power	power	NOUN
fis-4789	260	24	to	to	PART
fis-4789	260	25	address	address	VERB
fis-4789	260	26	the	the	DET
fis-4789	260	27	complex	complex	ADJ
fis-4789	260	28	and	and	CCONJ
fis-4789	260	29	dynamic	dynamic	ADJ
fis-4789	260	30	nature	nature	NOUN
fis-4789	260	31	of	of	ADP
fis-4789	260	32	civil	civil	ADJ
fis-4789	260	33	engineering	engineering	NOUN
fis-4789	260	34	projects	project	NOUN
fis-4789	260	35	.	.	PUNCT
fis-4789	261	1	the	the	DET
fis-4789	261	2	review	review	NOUN
fis-4789	261	3	uniquely	uniquely	ADV
fis-4789	261	4	integrates	integrate	VERB
fis-4789	261	5	ml	ml	ADJ
fis-4789	261	6	and	and	CCONJ
fis-4789	261	7	soft	soft	ADJ
fis-4789	261	8	computing	computing	NOUN
fis-4789	261	9	in	in	ADP
fis-4789	261	10	civil	civil	ADJ
fis-4789	261	11	engineering	engineering	NOUN
fis-4789	261	12	,	,	PUNCT
fis-4789	261	13	focusing	focus	VERB
fis-4789	261	14	on	on	ADP
fis-4789	261	15	enhancing	enhance	VERB
fis-4789	261	16	energy	energy	NOUN
fis-4789	261	17	efficiency	efficiency	NOUN
fis-4789	261	18	and	and	CCONJ
fis-4789	261	19	cost	cost	NOUN
fis-4789	261	20	-	-	PUNCT
fis-4789	261	21	effectiveness	effectiveness	NOUN
fis-4789	261	22	.	.	PUNCT
fis-4789	262	1	unlike	unlike	ADP
fis-4789	262	2	previous	previous	ADJ
fis-4789	262	3	reviews	review	NOUN
fis-4789	262	4	,	,	PUNCT
fis-4789	262	5	it	it	PRON
fis-4789	262	6	offers	offer	VERB
fis-4789	262	7	a	a	DET
fis-4789	262	8	comprehensive	comprehensive	ADJ
fis-4789	262	9	exploration	exploration	NOUN
fis-4789	262	10	of	of	ADP
fis-4789	262	11	ml	ml	NOUN
fis-4789	262	12	-	-	PUNCT
fis-4789	262	13	based	base	VERB
fis-4789	262	14	methods	method	NOUN
fis-4789	262	15	and	and	CCONJ
fis-4789	262	16	their	their	PRON
fis-4789	262	17	synergy	synergy	NOUN
fis-4789	262	18	with	with	ADP
fis-4789	262	19	soft	soft	ADJ
fis-4789	262	20	computing	computing	NOUN
fis-4789	262	21	techniques	technique	NOUN
fis-4789	262	22	like	like	ADP
fis-4789	262	23	fuzzy	fuzzy	ADJ
fis-4789	262	24	logic	logic	NOUN
fis-4789	262	25	and	and	CCONJ
fis-4789	262	26	the	the	DET
fis-4789	262	27	design	design	NOUN
fis-4789	262	28	of	of	ADP
fis-4789	262	29	experiments	experiment	NOUN
fis-4789	262	30	.	.	PUNCT
fis-4789	263	1	it	it	PRON
fis-4789	263	2	critically	critically	ADV
fis-4789	263	3	examines	examine	VERB
fis-4789	263	4	practical	practical	ADJ
fis-4789	263	5	challenges	challenge	NOUN
fis-4789	263	6	in	in	ADP
fis-4789	263	7	implementing	implement	VERB
fis-4789	263	8	these	these	DET
fis-4789	263	9	technologies	technology	NOUN
fis-4789	263	10	and	and	CCONJ
fis-4789	263	11	navigates	navigate	VERB
fis-4789	263	12	emerging	emerge	VERB
fis-4789	263	13	research	research	NOUN
fis-4789	263	14	directions	direction	NOUN
fis-4789	263	15	,	,	PUNCT
fis-4789	263	16	synthesizing	synthesize	VERB
fis-4789	263	17	advanced	advanced	ADJ
fis-4789	263	18	artificial	artificial	ADJ
fis-4789	263	19	intelligence	intelligence	NOUN
fis-4789	263	20	for	for	ADP
fis-4789	263	21	new	new	ADJ
fis-4789	263	22	researchers	researcher	NOUN
fis-4789	263	23	.	.	PUNCT
fis-4789	264	1	this	this	DET
fis-4789	264	2	review	review	NOUN
fis-4789	264	3	stands	stand	VERB
fis-4789	264	4	out	out	ADP
fis-4789	264	5	by	by	ADP
fis-4789	264	6	combining	combine	VERB
fis-4789	264	7	a	a	DET
fis-4789	264	8	variety	variety	NOUN
fis-4789	264	9	of	of	ADP
fis-4789	264	10	case	case	NOUN
fis-4789	264	11	examples	example	NOUN
fis-4789	264	12	,	,	PUNCT
fis-4789	264	13	showcasing	showcase	VERB
fis-4789	264	14	the	the	DET
fis-4789	264	15	versatility	versatility	NOUN
fis-4789	264	16	of	of	ADP
fis-4789	264	17	ml	ml	NOUN
fis-4789	264	18	and	and	CCONJ
fis-4789	264	19	soft	soft	ADJ
fis-4789	264	20	computing	computing	NOUN
fis-4789	264	21	in	in	ADP
fis-4789	264	22	structural	structural	ADJ
fis-4789	264	23	reinforcement	reinforcement	NOUN
fis-4789	264	24	applications	application	NOUN
fis-4789	264	25	,	,	PUNCT
fis-4789	264	26	and	and	CCONJ
fis-4789	264	27	addressing	address	VERB
fis-4789	264	28	integration	integration	NOUN
fis-4789	264	29	difficulties	difficulty	NOUN
fis-4789	264	30	,	,	PUNCT
fis-4789	264	31	making	make	VERB
fis-4789	264	32	it	it	PRON
fis-4789	264	33	a	a	DET
fis-4789	264	34	valuable	valuable	ADJ
fis-4789	264	35	guide	guide	NOUN
fis-4789	264	36	for	for	ADP
fis-4789	264	37	the	the	DET
fis-4789	264	38	field	field	NOUN
fis-4789	264	39	.	.	PUNCT
fis-4789	265	1	a.	a.	PROPN
fis-4789	265	2	anjum	anjum	PROPN
fis-4789	265	3	et	et	PROPN
fis-4789	265	4	alii	alii	PROPN
fis-4789	265	5	,	,	PUNCT
fis-4789	265	6	frattura	frattura	PROPN
fis-4789	265	7	ed	ed	PROPN
fis-4789	265	8	integrità	integrità	PROPN
fis-4789	265	9	strutturale	strutturale	PROPN
fis-4789	265	10	,	,	PUNCT
fis-4789	265	11	69	69	NUM
fis-4789	265	12	(	(	PUNCT
fis-4789	265	13	2024	2024	NUM
fis-4789	265	14	)	)	PUNCT
fis-4789	265	15	43	43	NUM
fis-4789	265	16	-	-	SYM
fis-4789	265	17	59	59	NUM
fis-4789	265	18	;	;	PUNCT
fis-4789	265	19	doi	doi	NOUN
fis-4789	265	20	:	:	PUNCT
fis-4789	265	21	10.3221	10.3221	NUM
fis-4789	265	22	/	/	SYM
fis-4789	265	23	igf	igf	NOUN
fis-4789	265	24	-	-	PUNCT
fis-4789	265	25	esis.69.04	esis.69.04	PROPN
fis-4789	265	26	52	52	NUM
fis-4789	265	27	application	application	NOUN
fis-4789	265	28	of	of	ADP
fis-4789	265	29	ml	ml	NOUN
fis-4789	265	30	-	-	PUNCT
fis-4789	265	31	based	base	VERB
fis-4789	265	32	concrete	concrete	ADJ
fis-4789	265	33	structures	structure	NOUN
fis-4789	265	34	over	over	ADP
fis-4789	265	35	the	the	DET
fis-4789	265	36	last	last	ADJ
fis-4789	265	37	six	six	NUM
fis-4789	265	38	years	year	NOUN
fis-4789	265	39	,	,	PUNCT
fis-4789	265	40	ml	ml	PROPN
fis-4789	265	41	has	have	AUX
fis-4789	265	42	become	become	VERB
fis-4789	265	43	popular	popular	ADJ
fis-4789	265	44	in	in	ADP
fis-4789	265	45	non	non	ADJ
fis-4789	265	46	-	-	ADJ
fis-4789	265	47	information	information	ADJ
fis-4789	265	48	technologies	technology	NOUN
fis-4789	265	49	such	such	ADJ
fis-4789	265	50	as	as	ADP
fis-4789	265	51	aerospace	aerospace	NOUN
fis-4789	265	52	,	,	PUNCT
fis-4789	265	53	civil	civil	ADJ
fis-4789	265	54	and	and	CCONJ
fis-4789	265	55	mechanical	mechanical	ADJ
fis-4789	265	56	engineering	engineering	NOUN
fis-4789	265	57	.	.	PUNCT
fis-4789	266	1	when	when	SCONJ
fis-4789	266	2	we	we	PRON
fis-4789	266	3	focussed	focusse	VERB
fis-4789	266	4	on	on	ADP
fis-4789	266	5	civil	civil	ADJ
fis-4789	266	6	infrastructure	infrastructure	NOUN
fis-4789	266	7	work	work	NOUN
fis-4789	266	8	,	,	PUNCT
fis-4789	266	9	several	several	ADJ
fis-4789	266	10	examples	example	NOUN
fis-4789	266	11	were	be	AUX
fis-4789	266	12	found	find	VERB
fis-4789	266	13	in	in	ADP
fis-4789	266	14	recent	recent	ADJ
fis-4789	266	15	years	year	NOUN
fis-4789	266	16	that	that	PRON
fis-4789	266	17	used	use	VERB
fis-4789	266	18	the	the	DET
fis-4789	266	19	concept	concept	NOUN
fis-4789	266	20	of	of	ADP
fis-4789	266	21	ml	ml	NOUN
fis-4789	266	22	-	-	PUNCT
fis-4789	266	23	based	base	VERB
fis-4789	266	24	algorithms	algorithm	NOUN
fis-4789	266	25	.	.	PUNCT
fis-4789	267	1	however	however	ADV
fis-4789	267	2	,	,	PUNCT
fis-4789	267	3	this	this	DET
fis-4789	267	4	review	review	NOUN
fis-4789	267	5	extracted	extract	VERB
fis-4789	267	6	all	all	DET
fis-4789	267	7	the	the	DET
fis-4789	267	8	civil	civil	ADJ
fis-4789	267	9	structure	structure	NOUN
fis-4789	267	10	examples	example	NOUN
fis-4789	267	11	with	with	ADP
fis-4789	267	12	different	different	ADJ
fis-4789	267	13	algorithms	algorithm	NOUN
fis-4789	267	14	used	use	VERB
fis-4789	267	15	by	by	ADP
fis-4789	267	16	the	the	DET
fis-4789	267	17	previous	previous	ADJ
fis-4789	267	18	researchers	researcher	NOUN
fis-4789	267	19	.	.	PUNCT
fis-4789	268	1	when	when	SCONJ
fis-4789	268	2	considering	consider	VERB
fis-4789	268	3	application	application	NOUN
fis-4789	268	4	-	-	PUNCT
fis-4789	268	5	based	base	VERB
fis-4789	268	6	work	work	NOUN
fis-4789	268	7	for	for	ADP
fis-4789	268	8	civil	civil	ADJ
fis-4789	268	9	structures	structure	NOUN
fis-4789	268	10	,	,	PUNCT
fis-4789	268	11	most	most	ADJ
fis-4789	268	12	work	work	NOUN
fis-4789	268	13	has	have	AUX
fis-4789	268	14	been	be	AUX
fis-4789	268	15	found	find	VERB
fis-4789	268	16	to	to	PART
fis-4789	268	17	determine	determine	VERB
fis-4789	268	18	the	the	DET
fis-4789	268	19	optimum	optimum	ADJ
fis-4789	268	20	methods	method	NOUN
fis-4789	268	21	to	to	PART
fis-4789	268	22	solve	solve	VERB
fis-4789	268	23	the	the	DET
fis-4789	268	24	defined	define	VERB
fis-4789	268	25	problems	problem	NOUN
fis-4789	268	26	in	in	ADP
fis-4789	268	27	concrete	concrete	ADJ
fis-4789	268	28	highways	highway	NOUN
fis-4789	268	29	.	.	PUNCT
fis-4789	269	1			NOUN
fis-4789	269	2	type	type	NOUN
fis-4789	269	3	of	of	ADP
fis-4789	269	4	concrete	concrete	NOUN
fis-4789	269	5	:	:	PUNCT
fis-4789	269	6	applications	application	NOUN
fis-4789	269	7	based	base	VERB
fis-4789	269	8	on	on	ADP
fis-4789	269	9	the	the	DET
fis-4789	269	10	kind	kind	NOUN
fis-4789	269	11	of	of	ADP
fis-4789	269	12	concrete	concrete	NOUN
fis-4789	269	13	have	have	AUX
fis-4789	269	14	been	be	AUX
fis-4789	269	15	found	find	VERB
fis-4789	269	16	to	to	PART
fis-4789	269	17	have	have	VERB
fis-4789	269	18	variations	variation	NOUN
fis-4789	269	19	in	in	ADP
fis-4789	269	20	different	different	ADJ
fis-4789	269	21	mechanical	mechanical	ADJ
fis-4789	269	22	and	and	CCONJ
fis-4789	269	23	structural	structural	ADJ
fis-4789	269	24	properties	property	NOUN
fis-4789	269	25	.	.	PUNCT
fis-4789	270	1	some	some	PRON
fis-4789	270	2	of	of	ADP
fis-4789	270	3	the	the	DET
fis-4789	270	4	significant	significant	ADJ
fis-4789	270	5	ml	ml	NOUN
fis-4789	270	6	were	be	AUX
fis-4789	270	7	used	use	VERB
fis-4789	270	8	considering	consider	VERB
fis-4789	270	9	the	the	DET
fis-4789	270	10	type	type	NOUN
fis-4789	270	11	of	of	ADP
fis-4789	270	12	concrete	concrete	NOUN
fis-4789	270	13	:	:	PUNCT
fis-4789	270	14	reinforced	reinforce	VERB
fis-4789	270	15	concrete	concrete	NOUN
fis-4789	270	16	,	,	PUNCT
fis-4789	270	17	non	non	ADJ
fis-4789	270	18	-	-	ADJ
fis-4789	270	19	reinforced	reinforced	ADJ
fis-4789	270	20	concrete	concrete	NOUN
fis-4789	270	21	,	,	PUNCT
fis-4789	270	22	concrete	concrete	ADJ
fis-4789	270	23	with	with	ADP
fis-4789	270	24	cfrp	cfrp	NOUN
fis-4789	270	25	,	,	PUNCT
fis-4789	270	26	and	and	CCONJ
fis-4789	270	27	composite	composite	ADJ
fis-4789	270	28	concrete	concrete	NOUN
fis-4789	270	29	.	.	PUNCT
fis-4789	271	1			PRON
fis-4789	271	2	type	type	NOUN
fis-4789	271	3	of	of	ADP
fis-4789	271	4	structures	structure	NOUN
fis-4789	271	5	:	:	PUNCT
fis-4789	271	6	even	even	ADV
fis-4789	271	7	though	though	SCONJ
fis-4789	271	8	ml	ml	NOUN
fis-4789	271	9	algorithms	algorithm	NOUN
fis-4789	271	10	are	be	AUX
fis-4789	271	11	also	also	ADV
fis-4789	271	12	used	use	VERB
fis-4789	271	13	in	in	ADP
fis-4789	271	14	different	different	ADJ
fis-4789	271	15	types	type	NOUN
fis-4789	271	16	of	of	ADP
fis-4789	271	17	civil	civil	ADJ
fis-4789	271	18	structures	structure	NOUN
fis-4789	271	19	to	to	PART
fis-4789	271	20	predict	predict	VERB
fis-4789	271	21	outcomes	outcome	NOUN
fis-4789	271	22	in	in	ADP
fis-4789	271	23	healthy	healthy	ADJ
fis-4789	271	24	and	and	CCONJ
fis-4789	271	25	unhealthy	unhealthy	ADJ
fis-4789	271	26	structures	structure	NOUN
fis-4789	271	27	.	.	PUNCT
fis-4789	272	1	some	some	PRON
fis-4789	272	2	of	of	ADP
fis-4789	272	3	the	the	DET
fis-4789	272	4	civil	civil	ADJ
fis-4789	272	5	structures	structure	NOUN
fis-4789	272	6	in	in	ADP
fis-4789	272	7	which	which	PRON
fis-4789	272	8	ml	ml	NOUN
fis-4789	272	9	and	and	CCONJ
fis-4789	272	10	data	datum	NOUN
fis-4789	272	11	-	-	PUNCT
fis-4789	272	12	driven	drive	VERB
fis-4789	272	13	approaches	approach	NOUN
fis-4789	272	14	are	be	AUX
fis-4789	272	15	used	use	VERB
fis-4789	272	16	are	be	AUX
fis-4789	272	17	as	as	SCONJ
fis-4789	272	18	follows	follow	VERB
fis-4789	272	19	:	:	PUNCT
fis-4789	273	1	highways	highway	NOUN
fis-4789	273	2	,	,	PUNCT
fis-4789	273	3	buildings	building	NOUN
fis-4789	273	4	,	,	PUNCT
fis-4789	273	5	columns	column	NOUN
fis-4789	273	6	,	,	PUNCT
fis-4789	273	7	beams	beam	NOUN
fis-4789	273	8	,	,	PUNCT
fis-4789	273	9	bricks	brick	NOUN
fis-4789	273	10	,	,	PUNCT
fis-4789	273	11	brides	bride	NOUN
fis-4789	273	12	,	,	PUNCT
fis-4789	273	13	and	and	CCONJ
fis-4789	273	14	other	other	ADJ
fis-4789	273	15	concrete	concrete	ADJ
fis-4789	273	16	models	model	NOUN
fis-4789	273	17	/	/	SYM
fis-4789	273	18	blocks	block	NOUN
fis-4789	273	19	.	.	PUNCT
fis-4789	274	1			NOUN
fis-4789	274	2	type	type	NOUN
fis-4789	274	3	of	of	ADP
fis-4789	274	4	investigations	investigation	NOUN
fis-4789	274	5	:	:	PUNCT
fis-4789	274	6	ml	ml	X
fis-4789	274	7	is	be	AUX
fis-4789	274	8	used	use	VERB
fis-4789	274	9	to	to	PART
fis-4789	274	10	investigate	investigate	VERB
fis-4789	274	11	different	different	ADJ
fis-4789	274	12	purposes	purpose	NOUN
fis-4789	274	13	in	in	ADP
fis-4789	274	14	civil	civil	ADJ
fis-4789	274	15	structures	structure	NOUN
fis-4789	274	16	for	for	ADP
fis-4789	274	17	damaged	damaged	ADJ
fis-4789	274	18	and	and	CCONJ
fis-4789	274	19	undamaged	undamaged	ADJ
fis-4789	274	20	structures	structure	NOUN
fis-4789	274	21	.	.	PUNCT
fis-4789	275	1	some	some	PRON
fis-4789	275	2	of	of	ADP
fis-4789	275	3	them	they	PRON
fis-4789	275	4	have	have	AUX
fis-4789	275	5	been	be	AUX
fis-4789	275	6	considered	consider	VERB
fis-4789	275	7	necessary	necessary	ADJ
fis-4789	275	8	in	in	ADP
fis-4789	275	9	this	this	DET
fis-4789	275	10	review	review	NOUN
fis-4789	275	11	,	,	PUNCT
fis-4789	275	12	listed	list	VERB
fis-4789	275	13	as	as	ADP
fis-4789	275	14	damaged	damage	VERB
fis-4789	275	15	prediction	prediction	NOUN
fis-4789	275	16	,	,	PUNCT
fis-4789	275	17	crack	crack	VERB
fis-4789	275	18	detections	detection	NOUN
fis-4789	275	19	,	,	PUNCT
fis-4789	275	20	healthy	healthy	ADJ
fis-4789	275	21	monitoring	monitoring	NOUN
fis-4789	275	22	conditions	condition	NOUN
fis-4789	275	23	,	,	PUNCT
fis-4789	275	24	crack	crack	VERB
fis-4789	275	25	repair	repair	NOUN
fis-4789	275	26	/	/	SYM
fis-4789	275	27	control	control	NOUN
fis-4789	275	28	,	,	PUNCT
fis-4789	275	29	suitable	suitable	ADJ
fis-4789	275	30	concrete	concrete	ADJ
fis-4789	275	31	model	model	NOUN
fis-4789	275	32	,	,	PUNCT
fis-4789	275	33	optimum	optimum	ADJ
fis-4789	275	34	properties	property	NOUN
fis-4789	275	35	,	,	PUNCT
fis-4789	275	36	parametric	parametric	ADJ
fis-4789	275	37	investigation	investigation	NOUN
fis-4789	275	38	,	,	PUNCT
fis-4789	275	39	concrete	concrete	ADJ
fis-4789	275	40	structures	structure	NOUN
fis-4789	275	41	design	design	NOUN
fis-4789	275	42	/	/	SYM
fis-4789	275	43	model	model	NOUN
fis-4789	275	44	,	,	PUNCT
fis-4789	275	45	etc	etc	X
fis-4789	275	46	.	.	X
fis-4789	276	1	ml	ml	PROPN
fis-4789	276	2	algorithms	algorithm	NOUN
fis-4789	276	3	have	have	AUX
fis-4789	276	4	been	be	AUX
fis-4789	276	5	used	use	VERB
fis-4789	276	6	in	in	ADP
fis-4789	276	7	tremendous	tremendous	ADJ
fis-4789	276	8	studies	study	NOUN
fis-4789	276	9	with	with	ADP
fis-4789	276	10	no	no	DET
fis-4789	276	11	limit	limit	NOUN
fis-4789	276	12	in	in	ADP
fis-4789	276	13	real	real	ADJ
fis-4789	276	14	-	-	PUNCT
fis-4789	276	15	life	life	NOUN
fis-4789	276	16	applications	application	NOUN
fis-4789	276	17	.	.	PUNCT
fis-4789	277	1	the	the	DET
fis-4789	277	2	algorithms	algorithm	NOUN
fis-4789	277	3	fit	fit	VERB
fis-4789	277	4	any	any	DET
fis-4789	277	5	work	work	NOUN
fis-4789	277	6	/	/	SYM
fis-4789	277	7	discipline	discipline	NOUN
fis-4789	277	8	.	.	PUNCT
fis-4789	278	1	indeed	indeed	ADV
fis-4789	278	2	,	,	PUNCT
fis-4789	278	3	this	this	DET
fis-4789	278	4	review	review	NOUN
fis-4789	278	5	is	be	AUX
fis-4789	278	6	limited	limit	VERB
fis-4789	278	7	to	to	ADP
fis-4789	278	8	civil	civil	ADJ
fis-4789	278	9	infrastructures	infrastructure	NOUN
fis-4789	278	10	and	and	CCONJ
fis-4789	278	11	structural	structural	ADJ
fis-4789	278	12	models	model	NOUN
fis-4789	278	13	.	.	PUNCT
fis-4789	279	1	also	also	ADV
fis-4789	279	2	,	,	PUNCT
fis-4789	279	3	this	this	DET
fis-4789	279	4	review	review	NOUN
fis-4789	279	5	considered	consider	VERB
fis-4789	279	6	different	different	ADJ
fis-4789	279	7	approaches	approach	NOUN
fis-4789	279	8	apart	apart	ADV
fis-4789	279	9	from	from	ADP
fis-4789	279	10	ml	ml	ADV
fis-4789	279	11	-	-	PUNCT
fis-4789	279	12	based	base	VERB
fis-4789	279	13	algorithms	algorithm	NOUN
fis-4789	279	14	to	to	PART
fis-4789	279	15	extract	extract	VERB
fis-4789	279	16	the	the	DET
fis-4789	279	17	soft	soft	ADJ
fis-4789	279	18	computing	computing	NOUN
fis-4789	279	19	method	method	NOUN
fis-4789	279	20	in	in	ADP
fis-4789	279	21	civil	civil	ADJ
fis-4789	279	22	engineering	engineering	NOUN
fis-4789	279	23	fields	field	NOUN
fis-4789	279	24	.	.	PUNCT
fis-4789	280	1	structure	structure	NOUN
fis-4789	280	2	type	type	NOUN
fis-4789	280	3	focus	focus	NOUN
fis-4789	280	4	technique	technique	NOUN
fis-4789	280	5	adopted	adopt	VERB
fis-4789	280	6	outcome	outcome	NOUN
fis-4789	280	7	limitations	limitation	NOUN
fis-4789	280	8	references	reference	VERB
fis-4789	280	9	concrete	concrete	ADJ
fis-4789	280	10	surface	surface	NOUN
fis-4789	280	11	crack	crack	NOUN
fis-4789	280	12	detection	detection	NOUN
fis-4789	280	13	deep	deep	ADJ
fis-4789	280	14	learning	learning	NOUN
fis-4789	280	15	algorithms	algorithm	VERB
fis-4789	280	16	a	a	DET
fis-4789	280	17	deep	deep	ADJ
fis-4789	280	18	learning	learning	NOUN
fis-4789	280	19	model	model	NOUN
fis-4789	280	20	is	be	AUX
fis-4789	280	21	developed	develop	VERB
fis-4789	280	22	to	to	PART
fis-4789	280	23	classify	classify	VERB
fis-4789	280	24	images	image	NOUN
fis-4789	280	25	as	as	SCONJ
fis-4789	280	26	cracked	crack	VERB
fis-4789	280	27	or	or	CCONJ
fis-4789	280	28	not	not	PART
fis-4789	280	29	cracked	crack	VERB
fis-4789	280	30	,	,	PUNCT
fis-4789	280	31	particularly	particularly	ADV
fis-4789	280	32	those	those	PRON
fis-4789	280	33	taken	take	VERB
fis-4789	280	34	on	on	ADP
fis-4789	280	35	concrete	concrete	ADJ
fis-4789	280	36	surfaces	surface	NOUN
fis-4789	280	37	.	.	PUNCT
fis-4789	281	1	crack	crack	VERB
fis-4789	281	2	detection	detection	NOUN
fis-4789	281	3	problems	problem	NOUN
fis-4789	281	4	on	on	ADP
fis-4789	281	5	the	the	DET
fis-4789	281	6	surface	surface	NOUN
fis-4789	281	7	rajadurai	rajadurai	NOUN
fis-4789	281	8	and	and	CCONJ
fis-4789	281	9	kang	kang	PROPN
fis-4789	282	1	[	[	X
fis-4789	282	2	84	84	NUM
fis-4789	282	3	]	]	PUNCT
fis-4789	282	4	and	and	CCONJ
fis-4789	282	5	le	le	X
fis-4789	282	6	et	et	PROPN
fis-4789	282	7	al	al	PROPN
fis-4789	282	8	.	.	PUNCT
fis-4789	283	1	[	[	X
fis-4789	283	2	85	85	NUM
fis-4789	283	3	]	]	X
fis-4789	283	4	concrete	concrete	ADJ
fis-4789	283	5	structure	structure	NOUN
fis-4789	283	6	surface	surface	NOUN
fis-4789	283	7	detect	detect	NOUN
fis-4789	283	8	concrete	concrete	ADJ
fis-4789	283	9	cracks	crack	NOUN
fis-4789	283	10	a	a	DET
fis-4789	283	11	semi	semi	ADJ
fis-4789	283	12	-	-	ADJ
fis-4789	283	13	supervised	supervised	ADJ
fis-4789	283	14	semantic	semantic	ADJ
fis-4789	283	15	segmentation	segmentation	NOUN
fis-4789	283	16	approach	approach	NOUN
fis-4789	283	17	based	base	VERB
fis-4789	283	18	on	on	ADP
fis-4789	283	19	multiscale	multiscale	ADJ
fis-4789	283	20	and	and	CCONJ
fis-4789	283	21	adversarial	adversarial	ADJ
fis-4789	283	22	learning	learning	NOUN
fis-4789	283	23	.	.	PUNCT
fis-4789	284	1	a	a	DET
fis-4789	284	2	detection	detection	NOUN
fis-4789	284	3	algorithm	algorithm	NOUN
fis-4789	284	4	and	and	CCONJ
fis-4789	284	5	learning	learning	NOUN
fis-4789	284	6	method	method	NOUN
fis-4789	284	7	have	have	AUX
fis-4789	284	8	been	be	AUX
fis-4789	284	9	developed	develop	VERB
fis-4789	284	10	for	for	ADP
fis-4789	284	11	segmenting	segment	VERB
fis-4789	284	12	crack	crack	NOUN
fis-4789	284	13	areas	area	NOUN
fis-4789	284	14	in	in	ADP
fis-4789	284	15	images	image	NOUN
fis-4789	284	16	,	,	PUNCT
fis-4789	284	17	particularly	particularly	ADV
fis-4789	284	18	those	those	PRON
fis-4789	284	19	that	that	PRON
fis-4789	284	20	can	can	AUX
fis-4789	284	21	occur	occur	VERB
fis-4789	284	22	in	in	ADP
fis-4789	284	23	underground	underground	ADJ
fis-4789	284	24	concrete	concrete	ADJ
fis-4789	284	25	structures	structure	NOUN
fis-4789	284	26	.	.	PUNCT
fis-4789	285	1	it	it	PRON
fis-4789	285	2	is	be	AUX
fis-4789	285	3	necessary	necessary	ADJ
fis-4789	285	4	to	to	PART
fis-4789	285	5	introduce	introduce	VERB
fis-4789	285	6	a	a	DET
fis-4789	285	7	crack	crack	NOUN
fis-4789	285	8	detection	detection	NOUN
fis-4789	285	9	algorithm	algorithm	NOUN
fis-4789	285	10	that	that	PRON
fis-4789	285	11	is	be	AUX
fis-4789	285	12	both	both	PRON
fis-4789	285	13	highly	highly	ADV
fis-4789	285	14	accurate	accurate	ADJ
fis-4789	285	15	and	and	CCONJ
fis-4789	285	16	efficient	efficient	ADJ
fis-4789	285	17	,	,	PUNCT
fis-4789	285	18	as	as	SCONJ
fis-4789	285	19	it	it	PRON
fis-4789	285	20	will	will	AUX
fis-4789	285	21	enhance	enhance	VERB
fis-4789	285	22	the	the	DET
fis-4789	285	23	dependability	dependability	NOUN
fis-4789	285	24	of	of	ADP
fis-4789	285	25	structural	structural	ADJ
fis-4789	285	26	safety	safety	NOUN
fis-4789	285	27	assessments	assessment	NOUN
fis-4789	285	28	.	.	PUNCT
fis-4789	286	1	shim	shim	NOUN
fis-4789	286	2	et	et	PROPN
fis-4789	286	3	al	al	PROPN
fis-4789	286	4	.	.	PUNCT
fis-4789	287	1	[	[	X
fis-4789	287	2	86	86	NUM
fis-4789	287	3	]	]	X
fis-4789	287	4	concrete	concrete	ADJ
fis-4789	287	5	structurescored	structurescore	VERB
fis-4789	287	6	samples	sample	NOUN
fis-4789	287	7	prediction	prediction	NOUN
fis-4789	287	8	of	of	ADP
fis-4789	287	9	concrete	concrete	ADJ
fis-4789	287	10	carbonation	carbonation	NOUN
fis-4789	287	11	depth	depth	NOUN
fis-4789	287	12	ml	ml	ADP
fis-4789	287	13	algorithms	algorithms	NOUN
fis-4789	287	14	-	-	PUNCT
fis-4789	287	15	elm	elm	PROPN
fis-4789	287	16	,	,	PUNCT
fis-4789	287	17	svm	svm	PROPN
fis-4789	287	18	,	,	PUNCT
fis-4789	287	19	mlr	mlr	PROPN
fis-4789	287	20	.	.	PROPN
fis-4789	287	21	fuzzy	fuzzy	ADJ
fis-4789	287	22	logic	logic	NOUN
fis-4789	287	23	-	-	PUNCT
fis-4789	287	24	ansif	ansif	VERB
fis-4789	287	25	the	the	DET
fis-4789	287	26	results	result	NOUN
fis-4789	287	27	indicate	indicate	VERB
fis-4789	287	28	that	that	SCONJ
fis-4789	287	29	anfis	anfis	PROPN
fis-4789	287	30	-	-	PUNCT
fis-4789	287	31	m2	m2	PROPN
fis-4789	287	32	enhanced	enhance	VERB
fis-4789	287	33	prediction	prediction	NOUN
fis-4789	287	34	accuracy	accuracy	NOUN
fis-4789	287	35	and	and	CCONJ
fis-4789	287	36	model	model	NOUN
fis-4789	287	37	performance	performance	NOUN
fis-4789	287	38	.	.	PUNCT
fis-4789	288	1	various	various	ADJ
fis-4789	288	2	alternatives	alternative	NOUN
fis-4789	288	3	such	such	ADJ
fis-4789	288	4	as	as	ADP
fis-4789	288	5	optimization	optimization	NOUN
fis-4789	288	6	techniques	technique	NOUN
fis-4789	288	7	,	,	PUNCT
fis-4789	288	8	hybrid	hybrid	NOUN
fis-4789	288	9	models	model	NOUN
fis-4789	288	10	,	,	PUNCT
fis-4789	288	11	and	and	CCONJ
fis-4789	288	12	ensemble	ensemble	ADJ
fis-4789	288	13	models	model	NOUN
fis-4789	288	14	may	may	AUX
fis-4789	288	15	be	be	AUX
fis-4789	288	16	applied	apply	VERB
fis-4789	288	17	to	to	PART
fis-4789	288	18	improve	improve	VERB
fis-4789	288	19	the	the	DET
fis-4789	288	20	model	model	NOUN
fis-4789	288	21	's	's	PART
fis-4789	288	22	performance	performance	NOUN
fis-4789	288	23	.	.	PUNCT
fis-4789	289	1	malami	malami	NOUN
fis-4789	289	2	et	et	PROPN
fis-4789	289	3	al	al	PROPN
fis-4789	289	4	.	.	PUNCT
fis-4789	290	1	[	[	X
fis-4789	290	2	106	106	NUM
fis-4789	290	3	]	]	PUNCT
fis-4789	290	4	reinforced	reinforce	VERB
fis-4789	290	5	concrete	concrete	ADJ
fis-4789	290	6	structures	structure	NOUN
fis-4789	290	7	-	-	PUNCT
fis-4789	290	8	rc	rc	NOUN
fis-4789	290	9	beams	beam	NOUN
fis-4789	290	10	crack	crack	VERB
fis-4789	290	11	characterization	characterization	NOUN
fis-4789	290	12	experimental	experimental	ADJ
fis-4789	290	13	and	and	CCONJ
fis-4789	290	14	data	data	NOUN
fis-4789	290	15	-	-	PUNCT
fis-4789	290	16	driven	drive	VERB
fis-4789	290	17	numeric	numeric	ADJ
fis-4789	290	18	study	study	NOUN
fis-4789	290	19	structural	structural	ADJ
fis-4789	290	20	designers	designer	NOUN
fis-4789	290	21	and	and	CCONJ
fis-4789	290	22	practitioners	practitioner	NOUN
fis-4789	290	23	can	can	AUX
fis-4789	290	24	employ	employ	VERB
fis-4789	290	25	the	the	DET
fis-4789	290	26	tool	tool	NOUN
fis-4789	290	27	to	to	PART
fis-4789	290	28	achieve	achieve	VERB
fis-4789	290	29	robust	robust	ADJ
fis-4789	290	30	serviceability	serviceability	NOUN
fis-4789	290	31	-	-	PUNCT
fis-4789	290	32	based	base	VERB
fis-4789	290	33	designs	design	NOUN
fis-4789	290	34	for	for	ADP
fis-4789	290	35	reinforced	reinforce	VERB
fis-4789	290	36	concrete	concrete	ADJ
fis-4789	290	37	members	member	NOUN
fis-4789	290	38	and	and	CCONJ
fis-4789	290	39	systems	system	NOUN
fis-4789	290	40	.	.	PUNCT
fis-4789	291	1	it	it	PRON
fis-4789	291	2	is	be	AUX
fis-4789	291	3	limited	limit	VERB
fis-4789	291	4	to	to	ADP
fis-4789	291	5	the	the	DET
fis-4789	291	6	flexural	flexural	ADJ
fis-4789	291	7	crack	crack	NOUN
fis-4789	291	8	behavior	behavior	NOUN
fis-4789	291	9	of	of	ADP
fis-4789	291	10	rc	rc	PROPN
fis-4789	291	11	beams	beam	NOUN
fis-4789	291	12	.	.	PUNCT
fis-4789	292	1	das	das	PROPN
fis-4789	292	2	et	et	PROPN
fis-4789	292	3	al	al	PROPN
fis-4789	292	4	.	.	PUNCT
fis-4789	293	1	[	[	X
fis-4789	293	2	100	100	NUM
fis-4789	293	3	]	]	PUNCT
fis-4789	293	4	a.	a.	NOUN
fis-4789	293	5	anjum	anjum	PROPN
fis-4789	293	6	et	et	PROPN
fis-4789	293	7	alii	alii	PROPN
fis-4789	293	8	,	,	PUNCT
fis-4789	293	9	frattura	frattura	PROPN
fis-4789	293	10	ed	ed	PROPN
fis-4789	293	11	integrità	integrità	PROPN
fis-4789	293	12	strutturale	strutturale	PROPN
fis-4789	293	13	,	,	PUNCT
fis-4789	293	14	69	69	NUM
fis-4789	293	15	(	(	PUNCT
fis-4789	293	16	2024	2024	NUM
fis-4789	293	17	)	)	PUNCT
fis-4789	293	18	43	43	NUM
fis-4789	293	19	-	-	SYM
fis-4789	293	20	59	59	NUM
fis-4789	293	21	;	;	PUNCT
fis-4789	293	22	doi	doi	NOUN
fis-4789	293	23	:	:	PUNCT
fis-4789	293	24	10.3221	10.3221	NUM
fis-4789	293	25	/	/	SYM
fis-4789	293	26	igf	igf	NOUN
fis-4789	293	27	-	-	PUNCT
fis-4789	293	28	esis.69.04	esis.69.04	PROPN
fis-4789	293	29	53	53	NUM
fis-4789	293	30	concrete	concrete	ADJ
fis-4789	293	31	roads	road	NOUN
fis-4789	293	32	finding	find	VERB
fis-4789	293	33	fractures	fracture	NOUN
fis-4789	293	34	in	in	ADP
fis-4789	293	35	concrete	concrete	ADJ
fis-4789	293	36	roadways	roadway	NOUN
fis-4789	293	37	under	under	ADP
fis-4789	293	38	different	different	ADJ
fis-4789	293	39	shooting	shooting	NOUN
fis-4789	293	40	,	,	PUNCT
fis-4789	293	41	weather	weather	NOUN
fis-4789	293	42	,	,	PUNCT
fis-4789	293	43	and	and	CCONJ
fis-4789	293	44	lighting	lighting	NOUN
fis-4789	293	45	circumstances	circumstance	NOUN
fis-4789	293	46	pre	pre	ADJ
fis-4789	293	47	-	-	VERB
fis-4789	293	48	trained	train	VERB
fis-4789	293	49	faster	fast	ADJ
fis-4789	293	50	rcnn	rcnn	NOUN
fis-4789	293	51	deep	deep	ADJ
fis-4789	293	52	learning	learn	VERB
fis-4789	293	53	it	it	PRON
fis-4789	293	54	was	be	AUX
fis-4789	293	55	acknowledged	acknowledge	VERB
fis-4789	293	56	that	that	SCONJ
fis-4789	293	57	illumination	illumination	NOUN
fis-4789	293	58	effects	effect	NOUN
fis-4789	293	59	.	.	PUNCT
fis-4789	294	1	on	on	ADP
fis-4789	294	2	was	be	AUX
fis-4789	294	3	relatively	relatively	ADV
fis-4789	294	4	high	high	ADJ
fis-4789	294	5	for	for	ADP
fis-4789	294	6	crack	crack	NOUN
fis-4789	294	7	detection	detection	NOUN
fis-4789	294	8	.	.	PUNCT
fis-4789	295	1	when	when	SCONJ
fis-4789	295	2	photos	photo	NOUN
fis-4789	295	3	captured	capture	VERB
fis-4789	295	4	at	at	ADP
fis-4789	295	5	sunset	sunset	NOUN
fis-4789	295	6	and	and	CCONJ
fis-4789	295	7	moonlight	moonlight	NOUN
fis-4789	295	8	were	be	AUX
fis-4789	295	9	processed	process	VERB
fis-4789	295	10	to	to	PART
fis-4789	295	11	investigate	investigate	VERB
fis-4789	295	12	the	the	DET
fis-4789	295	13	impact	impact	NOUN
fis-4789	295	14	of	of	ADP
fis-4789	295	15	illumination	illumination	NOUN
fis-4789	295	16	quality	quality	NOUN
fis-4789	295	17	on	on	ADP
fis-4789	295	18	crack	crack	NOUN
fis-4789	295	19	detection	detection	NOUN
fis-4789	295	20	,	,	PUNCT
fis-4789	295	21	it	it	PRON
fis-4789	295	22	became	become	VERB
fis-4789	295	23	apparent	apparent	ADJ
fis-4789	295	24	that	that	SCONJ
fis-4789	295	25	not	not	PART
fis-4789	295	26	all	all	DET
fis-4789	295	27	cracks	crack	NOUN
fis-4789	295	28	were	be	AUX
fis-4789	295	29	detectable	detectable	ADJ
fis-4789	295	30	.	.	PUNCT
fis-4789	296	1	k.	k.	PROPN
fis-4789	296	2	hacıefendioğlu	hacıefendioğlu	PROPN
fis-4789	296	3	and	and	CCONJ
fis-4789	296	4	h.	h.	PROPN
fis-4789	296	5	b.	b.	PROPN
fis-4789	296	6	başağa	başağa	PROPN
fis-4789	297	1	[	[	X
fis-4789	297	2	107	107	NUM
fis-4789	297	3	]	]	X
fis-4789	297	4	concrete	concrete	ADJ
fis-4789	297	5	bridge	bridge	PROPN
fis-4789	297	6	box	box	NOUN
fis-4789	297	7	confinement	confinement	NOUN
fis-4789	297	8	for	for	ADP
fis-4789	297	9	crack	crack	NOUN
fis-4789	297	10	detection	detection	NOUN
fis-4789	297	11	yolov5	yolov5	NOUN
fis-4789	297	12	with	with	ADP
fis-4789	297	13	image	image	NOUN
fis-4789	297	14	processing	processing	NOUN
fis-4789	297	15	technique	technique	NOUN
fis-4789	297	16	quick	quick	ADJ
fis-4789	297	17	and	and	CCONJ
fis-4789	297	18	accurate	accurate	ADJ
fis-4789	297	19	bridge	bridge	NOUN
fis-4789	297	20	crack	crack	NOUN
fis-4789	297	21	identification	identification	NOUN
fis-4789	297	22	and	and	CCONJ
fis-4789	297	23	quantification	quantification	NOUN
fis-4789	297	24	were	be	AUX
fis-4789	297	25	achieved	achieve	VERB
fis-4789	297	26	based	base	VERB
fis-4789	297	27	on	on	ADP
fis-4789	297	28	the	the	DET
fis-4789	297	29	actual	actual	ADJ
fis-4789	297	30	engineering	engineering	NOUN
fis-4789	297	31	dataset	dataset	NOUN
fis-4789	297	32	.	.	PUNCT
fis-4789	298	1	the	the	DET
fis-4789	298	2	dataset	dataset	NOUN
fis-4789	298	3	is	be	AUX
fis-4789	298	4	still	still	ADV
fis-4789	298	5	minute	minute	ADJ
fis-4789	298	6	and	and	CCONJ
fis-4789	298	7	a	a	DET
fis-4789	298	8	more	more	ADV
fis-4789	298	9	extensive	extensive	ADJ
fis-4789	298	10	dataset	dataset	NOUN
fis-4789	298	11	could	could	AUX
fis-4789	298	12	significantly	significantly	ADV
fis-4789	298	13	increase	increase	VERB
fis-4789	298	14	the	the	DET
fis-4789	298	15	suggested	suggest	VERB
fis-4789	298	16	algorithm	algorithm	NOUN
fis-4789	298	17	's	's	PART
fis-4789	298	18	accuracy	accuracy	NOUN
fis-4789	298	19	in	in	ADP
fis-4789	298	20	real	real	ADJ
fis-4789	298	21	-	-	PUNCT
fis-4789	298	22	world	world	NOUN
fis-4789	298	23	applications	application	NOUN
fis-4789	298	24	.	.	PUNCT
fis-4789	299	1	l.	l.	PROPN
fis-4789	299	2	yu	yu	PROPN
fis-4789	299	3	et	et	PROPN
fis-4789	299	4	al	al	PROPN
fis-4789	299	5	.	.	PUNCT
fis-4789	300	1	[	[	X
fis-4789	300	2	108	108	NUM
fis-4789	300	3	]	]	SYM
fis-4789	300	4	10	10	NUM
fis-4789	300	5	-	-	PUNCT
fis-4789	300	6	story	story	NOUN
fis-4789	300	7	,	,	PUNCT
fis-4789	300	8	10	10	NUM
fis-4789	300	9	-	-	PUNCT
fis-4789	300	10	bay	bay	NOUN
fis-4789	300	11	building	building	NOUN
fis-4789	300	12	framework	framework	NOUN
fis-4789	300	13	for	for	ADP
fis-4789	300	14	novelty	novelty	NOUN
fis-4789	300	15	detection	detection	NOUN
fis-4789	300	16	for	for	ADP
fis-4789	300	17	damage	damage	NOUN
fis-4789	300	18	localization	localization	NOUN
fis-4789	300	19	in	in	ADP
fis-4789	300	20	massive	massive	ADJ
fis-4789	300	21	constructions	construction	NOUN
fis-4789	300	22	time	time	NOUN
fis-4789	300	23	-	-	PUNCT
fis-4789	300	24	dependent	dependent	ADJ
fis-4789	300	25	grid	grid	NOUN
fis-4789	300	26	environment	environment	NOUN
fis-4789	300	27	and	and	CCONJ
fis-4789	300	28	a	a	DET
fis-4789	300	29	novel	novel	ADJ
fis-4789	300	30	spatiotemporal	spatiotemporal	ADJ
fis-4789	300	31	composite	composite	ADJ
fis-4789	300	32	autoencoder	autoencoder	NOUN
fis-4789	300	33	network	network	NOUN
fis-4789	300	34	the	the	DET
fis-4789	300	35	framework	framework	NOUN
fis-4789	300	36	successfully	successfully	ADV
fis-4789	300	37	determined	determine	VERB
fis-4789	300	38	the	the	DET
fis-4789	300	39	structure	structure	NOUN
fis-4789	300	40	's	's	PART
fis-4789	300	41	health	health	NOUN
fis-4789	300	42	state	state	NOUN
fis-4789	300	43	with	with	ADP
fis-4789	300	44	average	average	ADJ
fis-4789	300	45	accuracy	accuracy	NOUN
fis-4789	300	46	rates	rate	NOUN
fis-4789	300	47	for	for	ADP
fis-4789	300	48	damage	damage	NOUN
fis-4789	300	49	detection	detection	NOUN
fis-4789	300	50	and	and	CCONJ
fis-4789	300	51	localization	localization	NOUN
fis-4789	300	52	of	of	ADP
fis-4789	300	53	93	93	NUM
fis-4789	300	54	%	%	NOUN
fis-4789	300	55	and	and	CCONJ
fis-4789	300	56	85	85	NUM
fis-4789	300	57	%	%	NOUN
fis-4789	300	58	,	,	PUNCT
fis-4789	300	59	respectively	respectively	ADV
fis-4789	300	60	.	.	PUNCT
fis-4789	301	1	despite	despite	SCONJ
fis-4789	301	2	the	the	DET
fis-4789	301	3	lack	lack	NOUN
fis-4789	301	4	of	of	ADP
fis-4789	301	5	damaged	damage	VERB
fis-4789	301	6	condition	condition	NOUN
fis-4789	301	7	data	datum	NOUN
fis-4789	301	8	,	,	PUNCT
fis-4789	301	9	the	the	DET
fis-4789	301	10	scan	scan	PROPN
fis-4789	301	11	design	design	PROPN
fis-4789	301	12	effectively	effectively	ADV
fis-4789	301	13	uses	use	VERB
fis-4789	301	14	deep	deep	ADJ
fis-4789	301	15	learning	learning	NOUN
fis-4789	301	16	and	and	CCONJ
fis-4789	301	17	lstm	lstm	ADJ
fis-4789	301	18	units	unit	NOUN
fis-4789	301	19	.	.	PUNCT
fis-4789	302	1	k.	k.	PROPN
fis-4789	302	2	a.	a.	PROPN
fis-4789	302	3	eltouny	eltouny	PROPN
fis-4789	303	1	and	and	CCONJ
fis-4789	303	2	x.	x.	NOUN
fis-4789	303	3	liang	liang	PROPN
fis-4789	304	1	[	[	X
fis-4789	304	2	109	109	NUM
fis-4789	304	3	]	]	PUNCT
fis-4789	304	4	beam	beam	NOUN
fis-4789	304	5	and	and	CCONJ
fis-4789	304	6	a	a	DET
fis-4789	304	7	bar	bar	NOUN
fis-4789	304	8	planar	planar	ADJ
fis-4789	304	9	truss	truss	NOUN
fis-4789	304	10	identify	identify	VERB
fis-4789	304	11	structural	structural	ADJ
fis-4789	304	12	damage	damage	NOUN
fis-4789	304	13	and	and	CCONJ
fis-4789	304	14	structural	structural	ADJ
fis-4789	304	15	health	health	NOUN
fis-4789	304	16	monitoring	monitoring	NOUN
fis-4789	304	17	slime	slime	NOUN
fis-4789	304	18	mould	mould	AUX
fis-4789	304	19	algorithm	algorithm	NOUN
fis-4789	304	20	and	and	CCONJ
fis-4789	304	21	marine	marine	ADJ
fis-4789	304	22	predators	predator	NOUN
fis-4789	304	23	’	'	PUNCT
fis-4789	304	24	algorithm	algorithm	NOUN
fis-4789	304	25	after	after	ADP
fis-4789	304	26	accumulation	accumulation	NOUN
fis-4789	304	27	noise	noise	NOUN
fis-4789	304	28	,	,	PUNCT
fis-4789	304	29	the	the	DET
fis-4789	304	30	suggested	suggest	VERB
fis-4789	304	31	approach	approach	NOUN
fis-4789	304	32	can	can	AUX
fis-4789	304	33	accurately	accurately	ADV
fis-4789	304	34	forecast	forecast	VERB
fis-4789	304	35	the	the	DET
fis-4789	304	36	damage	damage	NOUN
fis-4789	304	37	's	's	PART
fis-4789	304	38	position	position	NOUN
fis-4789	304	39	and	and	CCONJ
fis-4789	304	40	extent	extent	NOUN
fis-4789	304	41	.	.	PUNCT
fis-4789	305	1	to	to	PART
fis-4789	305	2	determine	determine	VERB
fis-4789	305	3	the	the	DET
fis-4789	305	4	sensitivity	sensitivity	NOUN
fis-4789	305	5	of	of	ADP
fis-4789	305	6	the	the	DET
fis-4789	305	7	suggested	suggest	VERB
fis-4789	305	8	indicator	indicator	NOUN
fis-4789	305	9	to	to	ADP
fis-4789	305	10	the	the	DET
fis-4789	305	11	total	total	ADJ
fis-4789	305	12	number	number	NOUN
fis-4789	305	13	of	of	ADP
fis-4789	305	14	modes	mode	NOUN
fis-4789	305	15	considered	consider	VERB
fis-4789	305	16	in	in	ADP
fis-4789	305	17	the	the	DET
fis-4789	305	18	analysis	analysis	NOUN
fis-4789	305	19	,	,	PUNCT
fis-4789	305	20	single	single	ADJ
fis-4789	305	21	and	and	CCONJ
fis-4789	305	22	multiple	multiple	ADJ
fis-4789	305	23	damage	damage	NOUN
fis-4789	305	24	scenarios	scenario	NOUN
fis-4789	305	25	are	be	AUX
fis-4789	305	26	analysed	analyse	VERB
fis-4789	305	27	using	use	VERB
fis-4789	305	28	various	various	ADJ
fis-4789	305	29	modes	mode	NOUN
fis-4789	305	30	.	.	PUNCT
fis-4789	306	1	s.	s.	PROPN
fis-4789	306	2	tiachacht	tiachacht	VERB
fis-4789	306	3	et	et	PROPN
fis-4789	306	4	al	al	PROPN
fis-4789	306	5	.	.	PUNCT
fis-4789	307	1	[	[	X
fis-4789	307	2	110	110	NUM
fis-4789	307	3	]	]	PUNCT
fis-4789	307	4	reinforced	reinforce	VERB
fis-4789	307	5	concrete	concrete	ADJ
fis-4789	307	6	column	column	NOUN
fis-4789	307	7	damage	damage	NOUN
fis-4789	307	8	localization	localization	NOUN
fis-4789	307	9	and	and	CCONJ
fis-4789	307	10	quantifying	quantify	VERB
fis-4789	307	11	concrete	concrete	ADJ
fis-4789	307	12	damage	damage	NOUN
fis-4789	307	13	3d	3d	NUM
fis-4789	307	14	damage	damage	NOUN
fis-4789	307	15	segmentation	segmentation	NOUN
fis-4789	307	16	and	and	CCONJ
fis-4789	307	17	quantification	quantification	NOUN
fis-4789	307	18	model	model	NOUN
fis-4789	307	19	based	base	VERB
fis-4789	307	20	on	on	ADP
fis-4789	307	21	mask	mask	NOUN
fis-4789	307	22	r	r	NOUN
fis-4789	307	23	-	-	PUNCT
fis-4789	307	24	cnn	cnn	NOUN
fis-4789	307	25	it	it	PRON
fis-4789	307	26	is	be	AUX
fis-4789	307	27	possible	possible	ADJ
fis-4789	307	28	to	to	PART
fis-4789	307	29	significantly	significantly	ADV
fis-4789	307	30	increase	increase	VERB
fis-4789	307	31	the	the	DET
fis-4789	307	32	effectiveness	effectiveness	NOUN
fis-4789	307	33	of	of	ADP
fis-4789	307	34	civil	civil	ADJ
fis-4789	307	35	inspection	inspection	NOUN
fis-4789	307	36	work	work	NOUN
fis-4789	307	37	and	and	CCONJ
fis-4789	307	38	the	the	DET
fis-4789	307	39	safety	safety	NOUN
fis-4789	307	40	of	of	ADP
fis-4789	307	41	inspection	inspection	NOUN
fis-4789	307	42	functions	function	NOUN
fis-4789	307	43	.	.	PUNCT
fis-4789	308	1	because	because	SCONJ
fis-4789	308	2	the	the	DET
fis-4789	308	3	cracks	crack	NOUN
fis-4789	308	4	were	be	AUX
fis-4789	308	5	not	not	PART
fis-4789	308	6	3d	3d	NUM
fis-4789	308	7	rebuilt	rebuilt	NOUN
fis-4789	308	8	,	,	PUNCT
fis-4789	308	9	cracks	crack	NOUN
fis-4789	308	10	in	in	ADP
fis-4789	308	11	concrete	concrete	NOUN
fis-4789	308	12	smaller	small	ADJ
fis-4789	308	13	than	than	ADP
fis-4789	308	14	10	10	NUM
fis-4789	308	15	mm	mm	NOUN
fis-4789	308	16	could	could	AUX
fis-4789	308	17	not	not	PART
fis-4789	308	18	be	be	AUX
fis-4789	308	19	detected	detect	VERB
fis-4789	308	20	.	.	PUNCT
fis-4789	309	1	c.	c.	PROPN
fis-4789	309	2	yuan	yuan	PROPN
fis-4789	309	3	et	et	PROPN
fis-4789	309	4	al	al	PROPN
fis-4789	309	5	.	.	PUNCT
fis-4789	310	1	[	[	X
fis-4789	310	2	111	111	NUM
fis-4789	310	3	]	]	PUNCT
fis-4789	310	4	table	table	NOUN
fis-4789	310	5	1	1	NUM
fis-4789	310	6	:	:	PUNCT
fis-4789	310	7	overview	overview	NOUN
fis-4789	310	8	and	and	CCONJ
fis-4789	310	9	limitations	limitation	NOUN
fis-4789	310	10	in	in	ADP
fis-4789	310	11	recent	recent	ADJ
fis-4789	310	12	(	(	PUNCT
fis-4789	310	13	2018	2018	NUM
fis-4789	310	14	-	-	SYM
fis-4789	310	15	2022	2022	NUM
fis-4789	310	16	)	)	PUNCT
fis-4789	310	17	studies	study	NOUN
fis-4789	310	18	of	of	ADP
fis-4789	310	19	concrete	concrete	ADJ
fis-4789	310	20	structures	structure	NOUN
fis-4789	310	21	.	.	PUNCT
fis-4789	311	1	conclusion	conclusion	NOUN
fis-4789	311	2	and	and	CCONJ
fis-4789	311	3	recommendations	recommendation	NOUN
fis-4789	311	4	ivil	ivil	ADJ
fis-4789	311	5	engineering	engineering	NOUN
fis-4789	311	6	has	have	AUX
fis-4789	311	7	witnessed	witness	VERB
fis-4789	311	8	a	a	DET
fis-4789	311	9	substantial	substantial	ADJ
fis-4789	311	10	surge	surge	NOUN
fis-4789	311	11	in	in	ADP
fis-4789	311	12	research	research	NOUN
fis-4789	311	13	concerning	concern	VERB
fis-4789	311	14	integrating	integrate	VERB
fis-4789	311	15	machine	machine	NOUN
fis-4789	311	16	learning	learning	NOUN
fis-4789	311	17	algorithms	algorithm	NOUN
fis-4789	311	18	and	and	CCONJ
fis-4789	311	19	other	other	ADJ
fis-4789	311	20	soft	soft	ADJ
fis-4789	311	21	computing	computing	NOUN
fis-4789	311	22	methods	method	NOUN
fis-4789	311	23	.	.	PUNCT
fis-4789	312	1	this	this	DET
fis-4789	312	2	exploration	exploration	NOUN
fis-4789	312	3	has	have	AUX
fis-4789	312	4	delved	delve	VERB
fis-4789	312	5	into	into	ADP
fis-4789	312	6	the	the	DET
fis-4789	312	7	core	core	NOUN
fis-4789	312	8	advantages	advantage	NOUN
fis-4789	312	9	of	of	ADP
fis-4789	312	10	machine	machine	NOUN
fis-4789	312	11	learning	learning	NOUN
fis-4789	312	12	,	,	PUNCT
fis-4789	312	13	strategies	strategy	NOUN
fis-4789	312	14	for	for	ADP
fis-4789	312	15	enhancing	enhance	VERB
fis-4789	312	16	its	its	PRON
fis-4789	312	17	applicability	applicability	NOUN
fis-4789	312	18	and	and	CCONJ
fis-4789	312	19	precision	precision	NOUN
fis-4789	312	20	,	,	PUNCT
fis-4789	312	21	and	and	CCONJ
fis-4789	312	22	techniques	technique	NOUN
fis-4789	312	23	for	for	ADP
fis-4789	312	24	reducing	reduce	VERB
fis-4789	312	25	computational	computational	ADJ
fis-4789	312	26	demands	demand	NOUN
fis-4789	312	27	.	.	PUNCT
fis-4789	313	1	machine	machine	NOUN
fis-4789	313	2	learning	learn	VERB
fis-4789	313	3	algorithms	algorithm	NOUN
fis-4789	313	4	have	have	AUX
fis-4789	313	5	garnered	garner	VERB
fis-4789	313	6	substantial	substantial	ADJ
fis-4789	313	7	attention	attention	NOUN
fis-4789	313	8	for	for	ADP
fis-4789	313	9	their	their	PRON
fis-4789	313	10	potential	potential	NOUN
fis-4789	313	11	to	to	PART
fis-4789	313	12	identify	identify	VERB
fis-4789	313	13	,	,	PUNCT
fis-4789	313	14	analyze	analyze	VERB
fis-4789	313	15	,	,	PUNCT
fis-4789	313	16	and	and	CCONJ
fis-4789	313	17	even	even	ADV
fis-4789	313	18	rehabilitate	rehabilitate	VERB
fis-4789	313	19	damage	damage	NOUN
fis-4789	313	20	in	in	ADP
fis-4789	313	21	civil	civil	ADJ
fis-4789	313	22	engineering	engineering	NOUN
fis-4789	313	23	structures	structure	NOUN
fis-4789	313	24	.	.	PUNCT
fis-4789	314	1	we	we	PRON
fis-4789	314	2	stand	stand	VERB
fis-4789	314	3	at	at	ADP
fis-4789	314	4	the	the	DET
fis-4789	314	5	precipice	precipice	NOUN
fis-4789	314	6	of	of	ADP
fis-4789	314	7	a	a	DET
fis-4789	314	8	technological	technological	ADJ
fis-4789	314	9	transformation	transformation	NOUN
fis-4789	314	10	where	where	SCONJ
fis-4789	314	11	artificial	artificial	ADJ
fis-4789	314	12	intelligence	intelligence	NOUN
fis-4789	314	13	is	be	AUX
fis-4789	314	14	poised	poise	VERB
fis-4789	314	15	to	to	PART
fis-4789	314	16	revolutionize	revolutionize	VERB
fis-4789	314	17	structural	structural	ADJ
fis-4789	314	18	health	health	NOUN
fis-4789	314	19	monitoring	monitoring	NOUN
fis-4789	314	20	and	and	CCONJ
fis-4789	314	21	asset	asset	NOUN
fis-4789	314	22	management	management	NOUN
fis-4789	314	23	for	for	ADP
fis-4789	314	24	aging	age	VERB
fis-4789	314	25	civil	civil	ADJ
fis-4789	314	26	structures	structure	NOUN
fis-4789	314	27	.	.	PUNCT
fis-4789	315	1	within	within	ADP
fis-4789	315	2	this	this	DET
fis-4789	315	3	paper	paper	NOUN
fis-4789	315	4	,	,	PUNCT
fis-4789	315	5	we	we	PRON
fis-4789	315	6	have	have	AUX
fis-4789	315	7	conducted	conduct	VERB
fis-4789	315	8	a	a	DET
fis-4789	315	9	comprehensive	comprehensive	ADJ
fis-4789	315	10	review	review	NOUN
fis-4789	315	11	,	,	PUNCT
fis-4789	315	12	discussion	discussion	NOUN
fis-4789	315	13	,	,	PUNCT
fis-4789	315	14	and	and	CCONJ
fis-4789	315	15	analysis	analysis	NOUN
fis-4789	315	16	of	of	ADP
fis-4789	315	17	the	the	DET
fis-4789	315	18	principal	principal	ADJ
fis-4789	315	19	approaches	approach	NOUN
fis-4789	315	20	and	and	CCONJ
fis-4789	315	21	algorithms	algorithm	NOUN
fis-4789	315	22	featured	feature	VERB
fis-4789	315	23	in	in	ADP
fis-4789	315	24	the	the	DET
fis-4789	315	25	open	open	ADJ
fis-4789	315	26	literature	literature	NOUN
fis-4789	315	27	.	.	PUNCT
fis-4789	316	1	we	we	PRON
fis-4789	316	2	intend	intend	VERB
fis-4789	316	3	to	to	PART
fis-4789	316	4	provide	provide	VERB
fis-4789	316	5	readers	reader	NOUN
fis-4789	316	6	with	with	ADP
fis-4789	316	7	accessible	accessible	ADJ
fis-4789	316	8	insights	insight	NOUN
fis-4789	316	9	into	into	ADP
fis-4789	316	10	the	the	DET
fis-4789	316	11	extensive	extensive	ADJ
fis-4789	316	12	body	body	NOUN
fis-4789	316	13	of	of	ADP
fis-4789	316	14	research	research	NOUN
fis-4789	316	15	in	in	ADP
fis-4789	316	16	this	this	DET
fis-4789	316	17	domain	domain	NOUN
fis-4789	316	18	through	through	ADP
fis-4789	316	19	detailed	detailed	ADJ
fis-4789	316	20	tables	table	NOUN
fis-4789	316	21	,	,	PUNCT
fis-4789	316	22	shedding	shed	VERB
fis-4789	316	23	light	light	NOUN
fis-4789	316	24	on	on	ADP
fis-4789	316	25	the	the	DET
fis-4789	316	26	field	field	NOUN
fis-4789	316	27	's	's	PART
fis-4789	316	28	status	status	NOUN
fis-4789	316	29	.	.	PUNCT
fis-4789	317	1	moreover	moreover	ADV
fis-4789	317	2	,	,	PUNCT
fis-4789	317	3	we	we	PRON
fis-4789	317	4	have	have	AUX
fis-4789	317	5	not	not	PART
fis-4789	317	6	shied	shy	VERB
fis-4789	317	7	away	away	ADV
fis-4789	317	8	from	from	ADP
fis-4789	317	9	highlighting	highlight	VERB
fis-4789	317	10	these	these	DET
fis-4789	317	11	approaches	approach	NOUN
fis-4789	317	12	'	'	PART
fis-4789	317	13	practical	practical	ADJ
fis-4789	317	14	challenges	challenge	NOUN
fis-4789	317	15	and	and	CCONJ
fis-4789	317	16	limitations	limitation	NOUN
fis-4789	317	17	,	,	PUNCT
fis-4789	317	18	aiming	aim	VERB
fis-4789	317	19	to	to	PART
fis-4789	317	20	establish	establish	VERB
fis-4789	317	21	best	good	ADJ
fis-4789	317	22	practices	practice	NOUN
fis-4789	317	23	for	for	ADP
fis-4789	317	24	their	their	PRON
fis-4789	317	25	utilization	utilization	NOUN
fis-4789	317	26	.	.	PUNCT
fis-4789	318	1	we	we	PRON
fis-4789	318	2	underscore	underscore	VERB
fis-4789	318	3	the	the	DET
fis-4789	318	4	pressing	press	VERB
fis-4789	318	5	need	need	NOUN
fis-4789	318	6	for	for	ADP
fis-4789	318	7	further	further	ADJ
fis-4789	318	8	investigation	investigation	NOUN
fis-4789	318	9	by	by	ADP
fis-4789	318	10	identifying	identify	VERB
fis-4789	318	11	existing	exist	VERB
fis-4789	318	12	c	c	PROPN
fis-4789	318	13	a.	a.	NOUN
fis-4789	318	14	anjum	anjum	PROPN
fis-4789	318	15	et	et	PROPN
fis-4789	318	16	alii	alii	PROPN
fis-4789	318	17	,	,	PUNCT
fis-4789	318	18	frattura	frattura	PROPN
fis-4789	318	19	ed	ed	PROPN
fis-4789	318	20	integrità	integrità	PROPN
fis-4789	318	21	strutturale	strutturale	PROPN
fis-4789	318	22	,	,	PUNCT
fis-4789	318	23	69	69	NUM
fis-4789	318	24	(	(	PUNCT
fis-4789	318	25	2024	2024	NUM
fis-4789	318	26	)	)	PUNCT
fis-4789	318	27	43	43	NUM
fis-4789	318	28	-	-	SYM
fis-4789	318	29	59	59	NUM
fis-4789	318	30	;	;	PUNCT
fis-4789	318	31	doi	doi	NOUN
fis-4789	318	32	:	:	PUNCT
fis-4789	318	33	10.3221	10.3221	NUM
fis-4789	318	34	/	/	SYM
fis-4789	318	35	igf	igf	PROPN
fis-4789	318	36	-	-	PUNCT
fis-4789	318	37	esis.69.04	esis.69.04	PROPN
fis-4789	318	38	54	54	NUM
fis-4789	318	39	knowledge	knowledge	NOUN
fis-4789	318	40	gaps	gap	NOUN
fis-4789	318	41	.	.	PUNCT
fis-4789	319	1	as	as	ADP
fis-4789	319	2	a	a	DET
fis-4789	319	3	result	result	NOUN
fis-4789	319	4	of	of	ADP
fis-4789	319	5	this	this	DET
fis-4789	319	6	critical	critical	ADJ
fis-4789	319	7	evaluation	evaluation	NOUN
fis-4789	319	8	,	,	PUNCT
fis-4789	319	9	engineers	engineer	NOUN
fis-4789	319	10	will	will	AUX
fis-4789	319	11	be	be	AUX
fis-4789	319	12	better	well	ADV
fis-4789	319	13	equipped	equip	VERB
fis-4789	319	14	to	to	PART
fis-4789	319	15	make	make	VERB
fis-4789	319	16	informed	informed	ADJ
fis-4789	319	17	decisions	decision	NOUN
fis-4789	319	18	regarding	regard	VERB
fis-4789	319	19	integrating	integrate	VERB
fis-4789	319	20	machine	machine	NOUN
fis-4789	319	21	learning	learning	NOUN
fis-4789	319	22	algorithms	algorithm	NOUN
fis-4789	319	23	and	and	CCONJ
fis-4789	319	24	soft	soft	ADJ
fis-4789	319	25	computing	computing	NOUN
fis-4789	319	26	methods	method	NOUN
fis-4789	319	27	in	in	ADP
fis-4789	319	28	civil	civil	ADJ
fis-4789	319	29	and	and	CCONJ
fis-4789	319	30	structural	structural	ADJ
fis-4789	319	31	engineering	engineering	NOUN
fis-4789	319	32	.	.	PUNCT
fis-4789	320	1	several	several	ADJ
fis-4789	320	2	vital	vital	ADJ
fis-4789	320	3	recommendations	recommendation	NOUN
fis-4789	320	4	emerge	emerge	VERB
fis-4789	320	5	based	base	VERB
fis-4789	320	6	on	on	ADP
fis-4789	320	7	the	the	DET
fis-4789	320	8	comprehensive	comprehensive	ADJ
fis-4789	320	9	discussion	discussion	NOUN
fis-4789	320	10	and	and	CCONJ
fis-4789	320	11	analysis	analysis	NOUN
fis-4789	320	12	of	of	ADP
fis-4789	320	13	machine	machine	NOUN
fis-4789	320	14	learning	learning	NOUN
fis-4789	320	15	in	in	ADP
fis-4789	320	16	civil	civil	ADJ
fis-4789	320	17	engineering	engineering	NOUN
fis-4789	320	18	.	.	PUNCT
fis-4789	321	1	firstly	firstly	ADV
fis-4789	321	2	,	,	PUNCT
fis-4789	321	3	interdisciplinary	interdisciplinary	ADJ
fis-4789	321	4	collaboration	collaboration	NOUN
fis-4789	321	5	is	be	AUX
fis-4789	321	6	essential	essential	ADJ
fis-4789	321	7	,	,	PUNCT
fis-4789	321	8	fostering	foster	VERB
fis-4789	321	9	partnerships	partnership	NOUN
fis-4789	321	10	between	between	ADP
fis-4789	321	11	civil	civil	ADJ
fis-4789	321	12	engineers	engineer	NOUN
fis-4789	321	13	,	,	PUNCT
fis-4789	321	14	computer	computer	NOUN
fis-4789	321	15	scientists	scientist	NOUN
fis-4789	321	16	,	,	PUNCT
fis-4789	321	17	and	and	CCONJ
fis-4789	321	18	data	datum	NOUN
fis-4789	321	19	scientists	scientist	NOUN
fis-4789	321	20	,	,	PUNCT
fis-4789	321	21	allowing	allow	VERB
fis-4789	321	22	for	for	ADP
fis-4789	321	23	innovation	innovation	NOUN
fis-4789	321	24	and	and	CCONJ
fis-4789	321	25	knowledge	knowledge	NOUN
fis-4789	321	26	sharing	sharing	NOUN
fis-4789	321	27	.	.	PUNCT
fis-4789	322	1	implementing	implement	VERB
fis-4789	322	2	data	data	NOUN
fis-4789	322	3	standardization	standardization	NOUN
fis-4789	322	4	protocols	protocol	NOUN
fis-4789	322	5	is	be	AUX
fis-4789	322	6	crucial	crucial	ADJ
fis-4789	322	7	to	to	PART
fis-4789	322	8	ensure	ensure	VERB
fis-4789	322	9	data	datum	NOUN
fis-4789	322	10	compatibility	compatibility	NOUN
fis-4789	322	11	and	and	CCONJ
fis-4789	322	12	consistency	consistency	NOUN
fis-4789	322	13	,	,	PUNCT
fis-4789	322	14	enabling	enable	VERB
fis-4789	322	15	more	more	ADV
fis-4789	322	16	effective	effective	ADJ
fis-4789	322	17	data	data	NOUN
fis-4789	322	18	aggregation	aggregation	NOUN
fis-4789	322	19	and	and	CCONJ
fis-4789	322	20	analysis	analysis	NOUN
fis-4789	322	21	.	.	PUNCT
fis-4789	323	1	continuous	continuous	ADJ
fis-4789	323	2	learning	learning	NOUN
fis-4789	323	3	and	and	CCONJ
fis-4789	323	4	professional	professional	ADJ
fis-4789	323	5	development	development	NOUN
fis-4789	323	6	in	in	ADP
fis-4789	323	7	machine	machine	NOUN
fis-4789	323	8	learning	learning	NOUN
fis-4789	323	9	and	and	CCONJ
fis-4789	323	10	soft	soft	ADJ
fis-4789	323	11	computing	computing	NOUN
fis-4789	323	12	should	should	AUX
fis-4789	323	13	be	be	AUX
fis-4789	323	14	promoted	promote	VERB
fis-4789	323	15	among	among	ADP
fis-4789	323	16	civil	civil	ADJ
fis-4789	323	17	engineers	engineer	NOUN
fis-4789	323	18	,	,	PUNCT
fis-4789	323	19	ensuring	ensure	VERB
fis-4789	323	20	they	they	PRON
fis-4789	323	21	stay	stay	VERB
fis-4789	323	22	updated	update	VERB
fis-4789	323	23	with	with	ADP
fis-4789	323	24	the	the	DET
fis-4789	323	25	latest	late	ADJ
fis-4789	323	26	advancements	advancement	NOUN
fis-4789	323	27	to	to	PART
fis-4789	323	28	apply	apply	VERB
fis-4789	323	29	these	these	DET
fis-4789	323	30	technologies	technology	NOUN
fis-4789	323	31	effectively	effectively	ADV
fis-4789	323	32	.	.	PUNCT
fis-4789	324	1	additionally	additionally	ADV
fis-4789	324	2	,	,	PUNCT
fis-4789	324	3	ethical	ethical	ADJ
fis-4789	324	4	and	and	CCONJ
fis-4789	324	5	privacy	privacy	NOUN
fis-4789	324	6	concerns	concern	NOUN
fis-4789	324	7	related	relate	VERB
fis-4789	324	8	to	to	ADP
fis-4789	324	9	data	data	NOUN
fis-4789	324	10	collection	collection	NOUN
fis-4789	324	11	and	and	CCONJ
fis-4789	324	12	machine	machine	NOUN
fis-4789	324	13	learning	learning	NOUN
fis-4789	324	14	applications	application	NOUN
fis-4789	324	15	must	must	AUX
fis-4789	324	16	be	be	AUX
fis-4789	324	17	addressed	address	VERB
fis-4789	324	18	.	.	PUNCT
fis-4789	325	1	encouraging	encourage	VERB
fis-4789	325	2	open	open	ADJ
fis-4789	325	3	data	datum	NOUN
fis-4789	325	4	sharing	sharing	NOUN
fis-4789	325	5	within	within	ADP
fis-4789	325	6	the	the	DET
fis-4789	325	7	civil	civil	ADJ
fis-4789	325	8	engineering	engineering	NOUN
fis-4789	325	9	community	community	NOUN
fis-4789	325	10	is	be	AUX
fis-4789	325	11	necessary	necessary	ADJ
fis-4789	325	12	for	for	ADP
fis-4789	325	13	facilitating	facilitate	VERB
fis-4789	325	14	research	research	NOUN
fis-4789	325	15	,	,	PUNCT
fis-4789	325	16	model	model	NOUN
fis-4789	325	17	development	development	NOUN
fis-4789	325	18	,	,	PUNCT
fis-4789	325	19	and	and	CCONJ
fis-4789	325	20	knowledge	knowledge	NOUN
fis-4789	325	21	exchange	exchange	NOUN
fis-4789	325	22	.	.	PUNCT
fis-4789	326	1	sustainability	sustainability	NOUN
fis-4789	326	2	should	should	AUX
fis-4789	326	3	be	be	AUX
fis-4789	326	4	a	a	DET
fis-4789	326	5	central	central	ADJ
fis-4789	326	6	focus	focus	NOUN
fis-4789	326	7	,	,	PUNCT
fis-4789	326	8	aligning	align	VERB
fis-4789	326	9	machine	machine	NOUN
fis-4789	326	10	learning	learning	NOUN
fis-4789	326	11	applications	application	NOUN
fis-4789	326	12	with	with	ADP
fis-4789	326	13	global	global	ADJ
fis-4789	326	14	efforts	effort	NOUN
fis-4789	326	15	to	to	PART
fis-4789	326	16	reduce	reduce	VERB
fis-4789	326	17	the	the	DET
fis-4789	326	18	environmental	environmental	ADJ
fis-4789	326	19	impact	impact	NOUN
fis-4789	326	20	of	of	ADP
fis-4789	326	21	infrastructure	infrastructure	NOUN
fis-4789	326	22	projects	project	NOUN
fis-4789	326	23	.	.	PUNCT
fis-4789	327	1	finally	finally	ADV
fis-4789	327	2	,	,	PUNCT
fis-4789	327	3	developing	develop	VERB
fis-4789	327	4	machine	machine	NOUN
fis-4789	327	5	learning	learning	NOUN
fis-4789	327	6	models	model	NOUN
fis-4789	327	7	for	for	ADP
fis-4789	327	8	risk	risk	NOUN
fis-4789	327	9	assessment	assessment	NOUN
fis-4789	327	10	and	and	CCONJ
fis-4789	327	11	predictive	predictive	ADJ
fis-4789	327	12	maintenance	maintenance	NOUN
fis-4789	327	13	can	can	AUX
fis-4789	327	14	aid	aid	VERB
fis-4789	327	15	in	in	ADP
fis-4789	327	16	the	the	DET
fis-4789	327	17	proactive	proactive	ADJ
fis-4789	327	18	management	management	NOUN
fis-4789	327	19	of	of	ADP
fis-4789	327	20	aging	age	VERB
fis-4789	327	21	infrastructure	infrastructure	NOUN
fis-4789	327	22	,	,	PUNCT
fis-4789	327	23	enhancing	enhance	VERB
fis-4789	327	24	its	its	PRON
fis-4789	327	25	reliability	reliability	NOUN
fis-4789	327	26	,	,	PUNCT
fis-4789	327	27	safety	safety	NOUN
fis-4789	327	28	,	,	PUNCT
fis-4789	327	29	and	and	CCONJ
fis-4789	327	30	sustainability	sustainability	NOUN
fis-4789	327	31	.	.	PUNCT
fis-4789	328	1	acknowledgment	acknowledgment	NOUN
fis-4789	328	2	he	he	PRON
fis-4789	328	3	author	author	NOUN
fis-4789	328	4	asraar	asraar	PROPN
fis-4789	328	5	anjum	anjum	PROPN
fis-4789	328	6	acknowledges	acknowledge	VERB
fis-4789	328	7	the	the	DET
fis-4789	328	8	support	support	NOUN
fis-4789	328	9	of	of	ADP
fis-4789	328	10	the	the	DET
fis-4789	328	11	tfw2020	tfw2020	NOUN
fis-4789	328	12	scheme	scheme	NOUN
fis-4789	328	13	of	of	ADP
fis-4789	328	14	kulliyyah	kulliyyah	NOUN
fis-4789	328	15	of	of	ADP
fis-4789	328	16	engineering	engineering	NOUN
fis-4789	328	17	,	,	PUNCT
fis-4789	328	18	international	international	PROPN
fis-4789	328	19	islamic	islamic	PROPN
fis-4789	328	20	university	university	PROPN
fis-4789	328	21	malaysia	malaysia	PROPN
fis-4789	328	22	.	.	PUNCT
fis-4789	329	1	also	also	ADV
fis-4789	329	2	,	,	PUNCT
fis-4789	329	3	the	the	DET
fis-4789	329	4	authors	author	NOUN
fis-4789	329	5	acknowledge	acknowledge	VERB
fis-4789	329	6	the	the	DET
fis-4789	329	7	support	support	NOUN
fis-4789	329	8	of	of	ADP
fis-4789	329	9	the	the	DET
fis-4789	329	10	structures	structure	NOUN
fis-4789	329	11	and	and	CCONJ
fis-4789	329	12	materials	material	NOUN
fis-4789	329	13	(	(	PUNCT
fis-4789	329	14	s&m	s&m	PROPN
fis-4789	329	15	)	)	PUNCT
fis-4789	329	16	research	research	NOUN
fis-4789	329	17	lab	lab	NOUN
fis-4789	329	18	of	of	ADP
fis-4789	329	19	prince	prince	PROPN
fis-4789	329	20	sultan	sultan	PROPN
fis-4789	329	21	university	university	PROPN
fis-4789	329	22	.	.	PUNCT
fis-4789	330	1	references	reference	NOUN
fis-4789	330	2	[	[	X
fis-4789	330	3	1	1	NUM
fis-4789	330	4	]	]	X
fis-4789	330	5	koch	koch	PROPN
fis-4789	330	6	,	,	PUNCT
fis-4789	330	7	c.	c.	PROPN
fis-4789	330	8	,	,	PUNCT
fis-4789	330	9	georgieva	georgieva	PROPN
fis-4789	330	10	,	,	PUNCT
fis-4789	330	11	k.	k.	PROPN
fis-4789	330	12	,	,	PUNCT
fis-4789	330	13	kasireddy	kasireddy	PROPN
fis-4789	330	14	,	,	PUNCT
fis-4789	330	15	v.	v.	PROPN
fis-4789	330	16	,	,	PUNCT
fis-4789	330	17	akinci	akinci	PROPN
fis-4789	330	18	,	,	PUNCT
fis-4789	330	19	b.	b.	PROPN
fis-4789	330	20	,	,	PUNCT
fis-4789	330	21	fieguth	fieguth	PROPN
fis-4789	330	22	,	,	PUNCT
fis-4789	330	23	p.	p.	NOUN
fis-4789	330	24	(	(	PUNCT
fis-4789	330	25	2015	2015	NUM
fis-4789	330	26	)	)	PUNCT
fis-4789	330	27	.	.	PUNCT
fis-4789	331	1	a	a	DET
fis-4789	331	2	review	review	NOUN
fis-4789	331	3	on	on	ADP
fis-4789	331	4	computer	computer	NOUN
fis-4789	331	5	vision	vision	NOUN
fis-4789	331	6	based	base	VERB
fis-4789	331	7	defect	defect	NOUN
fis-4789	331	8	detection	detection	NOUN
fis-4789	331	9	and	and	CCONJ
fis-4789	331	10	condition	condition	NOUN
fis-4789	331	11	assessment	assessment	NOUN
fis-4789	331	12	of	of	ADP
fis-4789	331	13	concrete	concrete	ADJ
fis-4789	331	14	and	and	CCONJ
fis-4789	331	15	asphalt	asphalt	NOUN
fis-4789	331	16	civil	civil	ADJ
fis-4789	331	17	infrastructure	infrastructure	NOUN
fis-4789	331	18	,	,	PUNCT
fis-4789	331	19	adv	adv	PROPN
fis-4789	331	20	.	.	PUNCT
fis-4789	332	1	eng	eng	PROPN
fis-4789	332	2	.	.	PUNCT
fis-4789	333	1	informatics	informatics	PROPN
fis-4789	333	2	,	,	PUNCT
fis-4789	333	3	29(2	29(2	NUM
fis-4789	333	4	)	)	PUNCT
fis-4789	333	5	,	,	PUNCT
fis-4789	333	6	pp	pp	ADJ
fis-4789	333	7	.	.	PUNCT
fis-4789	334	1	196	196	NUM
fis-4789	334	2	–	–	PUNCT
fis-4789	334	3	210	210	NUM
fis-4789	334	4	,	,	PUNCT
fis-4789	334	5	doi	doi	NOUN
fis-4789	334	6	:	:	PUNCT
fis-4789	334	7	10.1016	10.1016	NUM
fis-4789	334	8	/	/	SYM
fis-4789	334	9	j.aei.2015.01.008	j.aei.2015.01.008	NOUN
fis-4789	334	10	.	.	PUNCT
fis-4789	335	1	[	[	X
fis-4789	335	2	2	2	NUM
fis-4789	335	3	]	]	X
fis-4789	335	4	flah	flah	NOUN
fis-4789	335	5	,	,	PUNCT
fis-4789	335	6	m.	m.	NOUN
fis-4789	335	7	,	,	PUNCT
fis-4789	335	8	nunez	nunez	PROPN
fis-4789	335	9	,	,	PUNCT
fis-4789	335	10	i.	i.	PROPN
fis-4789	335	11	,	,	PUNCT
fis-4789	335	12	ben	ben	PROPN
fis-4789	335	13	chaabene	chaabene	PROPN
fis-4789	335	14	,	,	PUNCT
fis-4789	335	15	w.	w.	PROPN
fis-4789	335	16	,	,	PUNCT
fis-4789	335	17	nehdi	nehdi	PROPN
fis-4789	335	18	,	,	PUNCT
fis-4789	335	19	m.l	m.l	PROPN
fis-4789	335	20	.	.	PUNCT
fis-4789	335	21	(	(	PUNCT
fis-4789	335	22	2020	2020	NUM
fis-4789	335	23	)	)	PUNCT
fis-4789	335	24	.	.	PUNCT
fis-4789	336	1	machine	machine	NOUN
fis-4789	336	2	learning	learn	VERB
fis-4789	336	3	algorithms	algorithm	NOUN
fis-4789	336	4	in	in	ADP
fis-4789	336	5	civil	civil	ADJ
fis-4789	336	6	structural	structural	ADJ
fis-4789	336	7	health	health	NOUN
fis-4789	336	8	monitoring	monitoring	NOUN
fis-4789	336	9	:	:	PUNCT
fis-4789	336	10	a	a	DET
fis-4789	336	11	systematic	systematic	ADJ
fis-4789	336	12	review	review	NOUN
fis-4789	336	13	,	,	PUNCT
fis-4789	336	14	arch	arch	NOUN
fis-4789	336	15	.	.	PUNCT
fis-4789	337	1	comput	comput	NOUN
fis-4789	337	2	.	.	PUNCT
fis-4789	338	1	methods	method	NOUN
fis-4789	338	2	eng	eng	PROPN
fis-4789	338	3	.	.	PROPN
fis-4789	338	4	,	,	PUNCT
fis-4789	338	5	(	(	PUNCT
fis-4789	338	6	0123456789	0123456789	NUM
fis-4789	338	7	)	)	PUNCT
fis-4789	338	8	,	,	PUNCT
fis-4789	338	9	doi	doi	NOUN
fis-4789	338	10	:	:	PUNCT
fis-4789	338	11	10.1007	10.1007	NUM
fis-4789	338	12	/	/	SYM
fis-4789	338	13	s11831	s11831	NOUN
fis-4789	338	14	-	-	PUNCT
fis-4789	338	15	020	020	NUM
fis-4789	338	16	-	-	PUNCT
fis-4789	338	17	09471	09471	NUM
fis-4789	338	18	-	-	SYM
fis-4789	338	19	9	9	NUM
fis-4789	338	20	.	.	PUNCT
fis-4789	339	1	[	[	X
fis-4789	339	2	3	3	NUM
fis-4789	339	3	]	]	X
fis-4789	339	4	zingoni	zingoni	NOUN
fis-4789	339	5	,	,	PUNCT
fis-4789	339	6	a.	a.	NOUN
fis-4789	339	7	(	(	PUNCT
fis-4789	339	8	2020	2020	NUM
fis-4789	339	9	)	)	PUNCT
fis-4789	339	10	.	.	PUNCT
fis-4789	340	1	structural	structural	ADJ
fis-4789	340	2	health	health	NOUN
fis-4789	340	3	monitoring	monitoring	NOUN
fis-4789	340	4	and	and	CCONJ
fis-4789	340	5	damage	damage	NOUN
fis-4789	340	6	detection	detection	NOUN
fis-4789	340	7	,	,	PUNCT
fis-4789	340	8	prog	prog	NOUN
fis-4789	340	9	.	.	PUNCT
fis-4789	340	10	struct	struct	NOUN
fis-4789	340	11	.	.	PUNCT
fis-4789	341	1	eng	eng	PROPN
fis-4789	341	2	.	.	PROPN
fis-4789	341	3	mech	mech	PROPN
fis-4789	341	4	.	.	PUNCT
fis-4789	342	1	comput	comput	PROPN
fis-4789	342	2	.	.	PUNCT
fis-4789	342	3	,	,	PUNCT
fis-4789	342	4	01096	01096	NUM
fis-4789	342	5	,	,	PUNCT
fis-4789	342	6	pp	pp	ADJ
fis-4789	342	7	.	.	PUNCT
fis-4789	343	1	145–166	145–166	NUM
fis-4789	343	2	,	,	PUNCT
fis-4789	343	3	doi	doi	NOUN
fis-4789	343	4	:	:	PUNCT
fis-4789	343	5	10.1201/9781482284423	10.1201/9781482284423	NUM
fis-4789	343	6	-	-	SYM
fis-4789	343	7	18	18	NUM
fis-4789	343	8	.	.	PUNCT
fis-4789	344	1	[	[	X
fis-4789	344	2	4	4	NUM
fis-4789	344	3	]	]	X
fis-4789	344	4	karballaeezadeh	karballaeezadeh	NOUN
fis-4789	344	5	,	,	PUNCT
fis-4789	344	6	n.	n.	PROPN
fis-4789	344	7	,	,	PUNCT
fis-4789	344	8	mohammadzadeh	mohammadzadeh	PROPN
fis-4789	344	9	s	s	PROPN
fis-4789	344	10	,	,	PUNCT
fis-4789	344	11	d.	d.	PROPN
fis-4789	344	12	,	,	PUNCT
fis-4789	344	13	shamshirband	shamshirband	PROPN
fis-4789	344	14	,	,	PUNCT
fis-4789	344	15	s.	s.	PROPN
fis-4789	344	16	,	,	PUNCT
fis-4789	344	17	hajikhodaverdikhan	hajikhodaverdikhan	PROPN
fis-4789	344	18	,	,	PUNCT
fis-4789	344	19	p.	p.	PROPN
fis-4789	344	20	,	,	PUNCT
fis-4789	344	21	mosavi	mosavi	NOUN
fis-4789	344	22	,	,	PUNCT
fis-4789	344	23	a.	a.	NOUN
fis-4789	344	24	,	,	PUNCT
fis-4789	344	25	chau	chau	NOUN
fis-4789	344	26	,	,	PUNCT
fis-4789	344	27	k.	k.	NOUN
fis-4789	344	28	wing	wing	NOUN
fis-4789	344	29	.	.	PUNCT
fis-4789	345	1	(	(	PUNCT
fis-4789	345	2	2019	2019	NUM
fis-4789	345	3	)	)	PUNCT
fis-4789	345	4	.	.	PUNCT
fis-4789	346	1	prediction	prediction	NOUN
fis-4789	346	2	of	of	ADP
fis-4789	346	3	remaining	remain	VERB
fis-4789	346	4	service	service	NOUN
fis-4789	346	5	life	life	NOUN
fis-4789	346	6	of	of	ADP
fis-4789	346	7	pavement	pavement	NOUN
fis-4789	346	8	using	use	VERB
fis-4789	346	9	an	an	DET
fis-4789	346	10	optimized	optimize	VERB
fis-4789	346	11	support	support	NOUN
fis-4789	346	12	vector	vector	NOUN
fis-4789	346	13	machine	machine	NOUN
fis-4789	346	14	(	(	PUNCT
fis-4789	346	15	case	case	NOUN
fis-4789	346	16	study	study	NOUN
fis-4789	346	17	of	of	ADP
fis-4789	346	18	semnan	semnan	PROPN
fis-4789	346	19	–	–	PUNCT
fis-4789	346	20	firuzkuh	firuzkuh	PROPN
fis-4789	346	21	road	road	NOUN
fis-4789	346	22	)	)	PUNCT
fis-4789	346	23	,	,	PUNCT
fis-4789	346	24	eng	eng	PROPN
fis-4789	346	25	.	.	PROPN
fis-4789	346	26	appl	appl	PROPN
fis-4789	346	27	.	.	PUNCT
fis-4789	347	1	comput	comput	PROPN
fis-4789	347	2	.	.	PUNCT
fis-4789	348	1	fluid	fluid	ADJ
fis-4789	348	2	mech	mech	NOUN
fis-4789	348	3	.	.	PUNCT
fis-4789	348	4	,	,	PUNCT
fis-4789	348	5	13(1	13(1	NUM
fis-4789	348	6	)	)	PUNCT
fis-4789	348	7	,	,	PUNCT
fis-4789	348	8	pp	pp	ADP
fis-4789	348	9	.	.	PUNCT
fis-4789	349	1	188–198	188–198	NUM
fis-4789	349	2	,	,	PUNCT
fis-4789	349	3	doi	doi	NOUN
fis-4789	349	4	:	:	PUNCT
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fis-4789	349	6	.	.	PUNCT
fis-4789	350	1	[	[	X
fis-4789	350	2	5	5	NUM
fis-4789	350	3	]	]	PUNCT
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fis-4789	350	5	,	,	PUNCT
fis-4789	350	6	r.	r.	PROPN
fis-4789	350	7	,	,	PUNCT
fis-4789	350	8	catbas	catbas	PROPN
fis-4789	350	9	,	,	PUNCT
fis-4789	350	10	f.n	f.n	PROPN
fis-4789	350	11	.	.	PUNCT
fis-4789	350	12	(	(	PUNCT
fis-4789	350	13	2010	2010	NUM
fis-4789	350	14	)	)	PUNCT
fis-4789	350	15	.	.	PUNCT
fis-4789	351	1	integration	integration	NOUN
fis-4789	351	2	of	of	ADP
fis-4789	351	3	computer	computer	NOUN
fis-4789	351	4	imaging	imaging	NOUN
fis-4789	351	5	and	and	CCONJ
fis-4789	351	6	sensor	sensor	NOUN
fis-4789	351	7	data	datum	NOUN
fis-4789	351	8	for	for	ADP
fis-4789	351	9	912	912	NUM
fis-4789	351	10	structural	structural	ADJ
fis-4789	351	11	health	health	NOUN
fis-4789	351	12	monitoring	monitoring	NOUN
fis-4789	351	13	of	of	ADP
fis-4789	351	14	bridges	bridge	NOUN
fis-4789	351	15	,	,	PUNCT
fis-4789	351	16	smart	smart	ADJ
fis-4789	351	17	mater	mater	NOUN
fis-4789	351	18	.	.	PUNCT
fis-4789	351	19	struct	struct	NOUN
fis-4789	351	20	.	.	PUNCT
fis-4789	351	21	,	,	PUNCT
fis-4789	351	22	9(1	9(1	NUM
fis-4789	351	23	)	)	PUNCT
fis-4789	351	24	.	.	PUNCT
fis-4789	352	1	[	[	X
fis-4789	352	2	6	6	NUM
fis-4789	352	3	]	]	PUNCT
fis-4789	352	4	smarsly	smarsly	NOUN
fis-4789	352	5	,	,	PUNCT
fis-4789	352	6	k.	k.	PROPN
fis-4789	352	7	,	,	PUNCT
fis-4789	352	8	hartmann	hartmann	PROPN
fis-4789	352	9	,	,	PUNCT
fis-4789	352	10	d.	d.	PROPN
fis-4789	352	11	,	,	PUNCT
fis-4789	352	12	law	law	NOUN
fis-4789	352	13	,	,	PUNCT
fis-4789	352	14	k.h	k.h	PROPN
fis-4789	352	15	.	.	PUNCT
fis-4789	353	1	(	(	PUNCT
fis-4789	353	2	2013	2013	NUM
fis-4789	353	3	)	)	PUNCT
fis-4789	353	4	.	.	PUNCT
fis-4789	354	1	a	a	DET
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fis-4789	354	3	framework	framework	NOUN
fis-4789	354	4	for	for	ADP
fis-4789	354	5	life	life	NOUN
fis-4789	354	6	-	-	PUNCT
fis-4789	354	7	cycle	cycle	NOUN
fis-4789	354	8	management	management	NOUN
fis-4789	354	9	of	of	ADP
fis-4789	354	10	wind	wind	NOUN
fis-4789	354	11	turbines	turbine	NOUN
fis-4789	354	12	incorporating	incorporate	VERB
fis-4789	354	13	structural	structural	ADJ
fis-4789	354	14	health	health	NOUN
fis-4789	354	15	monitoring	monitoring	NOUN
fis-4789	354	16	,	,	PUNCT
fis-4789	354	17	struct	struct	NOUN
fis-4789	354	18	.	.	PUNCT
fis-4789	355	1	heal	heal	NOUN
fis-4789	355	2	.	.	PUNCT
fis-4789	356	1	monit	monit	PROPN
fis-4789	356	2	.	.	PUNCT
fis-4789	356	3	,	,	PUNCT
fis-4789	356	4	12(4	12(4	NUM
fis-4789	356	5	)	)	PUNCT
fis-4789	356	6	,	,	PUNCT
fis-4789	356	7	pp	pp	ADP
fis-4789	356	8	.	.	PUNCT
fis-4789	357	1	359–376	359–376	NUM
fis-4789	357	2	,	,	PUNCT
fis-4789	357	3	doi	doi	NOUN
fis-4789	357	4	:	:	PUNCT
fis-4789	357	5	10.1177/1475921713493344	10.1177/1475921713493344	NUM
fis-4789	357	6	.	.	PUNCT
fis-4789	358	1	[	[	X
fis-4789	358	2	7	7	NUM
fis-4789	358	3	]	]	SYM
fis-4789	358	4	farrar	farrar	NOUN
fis-4789	358	5	,	,	PUNCT
fis-4789	358	6	c.r	c.r	PROPN
fis-4789	358	7	.	.	PROPN
fis-4789	358	8	,	,	PUNCT
fis-4789	358	9	lieven	lieven	VERB
fis-4789	358	10	,	,	PUNCT
fis-4789	358	11	n.a.j	n.a.j	NOUN
fis-4789	358	12	.	.	PUNCT
fis-4789	358	13	(	(	PUNCT
fis-4789	358	14	2007	2007	NUM
fis-4789	358	15	)	)	PUNCT
fis-4789	358	16	.	.	PUNCT
fis-4789	359	1	damage	damage	NOUN
fis-4789	359	2	prognosis	prognosis	NOUN
fis-4789	359	3	:	:	PUNCT
fis-4789	359	4	the	the	DET
fis-4789	359	5	future	future	NOUN
fis-4789	359	6	of	of	ADP
fis-4789	359	7	structural	structural	ADJ
fis-4789	359	8	health	health	NOUN
fis-4789	359	9	monitoring	monitoring	NOUN
fis-4789	359	10	,	,	PUNCT
fis-4789	359	11	philos	philos	PROPN
fis-4789	359	12	.	.	PUNCT
fis-4789	359	13	trans	trans	PROPN
fis-4789	359	14	.	.	PUNCT
fis-4789	360	1	r.	r.	PROPN
fis-4789	360	2	soc	soc	PROPN
fis-4789	360	3	.	.	PUNCT
fis-4789	361	1	a	a	DET
fis-4789	361	2	math	math	NOUN
fis-4789	361	3	.	.	PUNCT
fis-4789	362	1	phys	phy	NOUN
fis-4789	362	2	.	.	PUNCT
fis-4789	363	1	eng	eng	PROPN
fis-4789	363	2	.	.	PUNCT
fis-4789	364	1	sci	sci	PROPN
fis-4789	364	2	.	.	PROPN
fis-4789	364	3	,	,	PUNCT
fis-4789	364	4	365(1851	365(1851	NUM
fis-4789	364	5	)	)	PUNCT
fis-4789	364	6	,	,	PUNCT
fis-4789	364	7	pp	pp	ADP
fis-4789	364	8	.	.	PUNCT
fis-4789	365	1	623–632	623–632	NUM
fis-4789	365	2	,	,	PUNCT
fis-4789	365	3	doi	doi	NOUN
fis-4789	365	4	:	:	PUNCT
fis-4789	365	5	10.1098	10.1098	NUM
fis-4789	365	6	/	/	SYM
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fis-4789	365	8	.	.	PUNCT
fis-4789	366	1	[	[	X
fis-4789	366	2	8	8	NUM
fis-4789	366	3	]	]	X
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fis-4789	366	5	,	,	PUNCT
fis-4789	366	6	d.	d.	PROPN
fis-4789	366	7	,	,	PUNCT
fis-4789	366	8	kim	kim	PROPN
fis-4789	366	9	,	,	PUNCT
fis-4789	366	10	n.h	n.h	PROPN
fis-4789	366	11	.	.	PROPN
fis-4789	366	12	,	,	PUNCT
fis-4789	366	13	choi	choi	PROPN
fis-4789	366	14	,	,	PUNCT
fis-4789	366	15	j.h	j.h	PROPN
fis-4789	366	16	.	.	PUNCT
fis-4789	367	1	(	(	PUNCT
fis-4789	367	2	2013).options	2013).options	NUM
fis-4789	367	3	for	for	ADP
fis-4789	367	4	prognostics	prognostic	NOUN
fis-4789	367	5	methods	method	NOUN
fis-4789	367	6	:	:	PUNCT
fis-4789	367	7	a	a	DET
fis-4789	367	8	review	review	NOUN
fis-4789	367	9	of	of	ADP
fis-4789	367	10	data	data	NOUN
fis-4789	367	11	-	-	PUNCT
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fis-4789	367	13	and	and	CCONJ
fis-4789	367	14	physics	physics	NOUN
fis-4789	367	15	-	-	PUNCT
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fis-4789	367	17	prognostics	prognostic	NOUN
fis-4789	367	18	.	.	PUNCT
fis-4789	368	1	54th	54th	ADJ
fis-4789	368	2	aiaa	aiaa	PROPN
fis-4789	368	3	/	/	SYM
fis-4789	368	4	asme	asme	PROPN
fis-4789	368	5	/	/	SYM
fis-4789	368	6	asce	asce	PROPN
fis-4789	368	7	/	/	SYM
fis-4789	368	8	ahs	ahs	PROPN
fis-4789	368	9	/	/	SYM
fis-4789	368	10	asc	asc	PROPN
fis-4789	368	11	structures	structures	PROPN
fis-4789	368	12	,	,	PUNCT
fis-4789	368	13	structural	structural	ADJ
fis-4789	368	14	dynamics	dynamic	NOUN
fis-4789	368	15	,	,	PUNCT
fis-4789	368	16	and	and	CCONJ
fis-4789	368	17	materials	material	NOUN
fis-4789	368	18	conference	conference	NOUN
fis-4789	368	19	,	,	PUNCT
fis-4789	368	20	pp	pp	ADJ
fis-4789	368	21	.	.	PUNCT
fis-4789	369	1	1	1	NUM
fis-4789	369	2	–	–	PUNCT
fis-4789	369	3	19	19	NUM
fis-4789	369	4	.	.	PUNCT
fis-4789	370	1	[	[	X
fis-4789	370	2	9	9	NUM
fis-4789	370	3	]	]	X
fis-4789	370	4	dragos	dragos	PROPN
fis-4789	370	5	,	,	PUNCT
fis-4789	370	6	k.	k.	PROPN
fis-4789	370	7	,	,	PUNCT
fis-4789	370	8	smarsly	smarsly	PROPN
fis-4789	370	9	,	,	PUNCT
fis-4789	370	10	k.	k.	PROPN
fis-4789	370	11	(	(	PUNCT
fis-4789	370	12	2015	2015	NUM
fis-4789	370	13	)	)	PUNCT
fis-4789	370	14	.	.	PUNCT
fis-4789	371	1	embedding	embed	VERB
fis-4789	371	2	numerical	numerical	ADJ
fis-4789	371	3	models	model	NOUN
fis-4789	371	4	into	into	ADP
fis-4789	371	5	wireless	wireless	ADJ
fis-4789	371	6	sensor	sensor	NOUN
fis-4789	371	7	nodes	node	NOUN
fis-4789	371	8	for	for	ADP
fis-4789	371	9	structural	structural	ADJ
fis-4789	371	10	health	health	NOUN
fis-4789	371	11	monitoring	monitoring	NOUN
fis-4789	371	12	,	,	PUNCT
fis-4789	371	13	struct	struct	NOUN
fis-4789	371	14	.	.	PUNCT
fis-4789	372	1	heal	heal	NOUN
fis-4789	372	2	.	.	PUNCT
fis-4789	373	1	monit	monit	PROPN
fis-4789	373	2	.	.	PUNCT
fis-4789	374	1	2015	2015	NUM
fis-4789	374	2	syst	syst	NOUN
fis-4789	374	3	.	.	PUNCT
fis-4789	374	4	reliab	reliab	PROPN
fis-4789	374	5	.	.	PUNCT
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fis-4789	375	2	.	.	PUNCT
fis-4789	376	1	implement	implement	VERB
fis-4789	376	2	.	.	PUNCT
fis-4789	377	1	proc	proc	NOUN
fis-4789	377	2	.	.	PUNCT
fis-4789	378	1	10th	10th	ADJ
fis-4789	378	2	int	int	NOUN
fis-4789	378	3	.	.	PUNCT
fis-4789	379	1	work	work	NOUN
fis-4789	379	2	.	.	PUNCT
fis-4789	380	1	struct	struct	NOUN
fis-4789	380	2	.	.	PUNCT
fis-4789	381	1	heal	heal	NOUN
fis-4789	381	2	.	.	PUNCT
fis-4789	382	1	monit	monit	PROPN
fis-4789	382	2	.	.	PUNCT
fis-4789	383	1	iwshm	iwshm	PROPN
fis-4789	383	2	2015	2015	NUM
fis-4789	383	3	,	,	PUNCT
fis-4789	383	4	2	2	NUM
fis-4789	383	5	,	,	PUNCT
fis-4789	383	6	pp	pp	ADJ
fis-4789	383	7	.	.	PUNCT
fis-4789	384	1	327–334	327–334	NUM
fis-4789	384	2	,	,	PUNCT
fis-4789	384	3	doi	doi	NOUN
fis-4789	384	4	:	:	PUNCT
fis-4789	384	5	10.12783	10.12783	NUM
fis-4789	384	6	/	/	SYM
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fis-4789	384	8	.	.	PUNCT
fis-4789	385	1	[	[	X
fis-4789	385	2	10	10	NUM
fis-4789	385	3	]	]	SYM
fis-4789	385	4	wu	wu	PROPN
fis-4789	385	5	,	,	PUNCT
fis-4789	385	6	x.	x.	NOUN
fis-4789	385	7	(	(	PUNCT
fis-4789	385	8	2004	2004	NUM
fis-4789	385	9	)	)	PUNCT
fis-4789	385	10	.	.	PUNCT
fis-4789	386	1	data	datum	NOUN
fis-4789	386	2	mining	mining	NOUN
fis-4789	386	3	:	:	PUNCT
fis-4789	386	4	artificial	artificial	ADJ
fis-4789	386	5	intelligence	intelligence	NOUN
fis-4789	386	6	in	in	ADP
fis-4789	386	7	data	datum	NOUN
fis-4789	386	8	analysis	analysis	NOUN
fis-4789	386	9	,	,	PUNCT
fis-4789	386	10	proc	proc	NOUN
fis-4789	386	11	.	.	PUNCT
fis-4789	387	1	ieee	ieee	NOUN
fis-4789	387	2	/	/	SYM
fis-4789	387	3	wic	wic	PROPN
fis-4789	387	4	/	/	SYM
fis-4789	387	5	acm	acm	PROPN
fis-4789	387	6	int	int	PROPN
fis-4789	387	7	.	.	PUNCT
fis-4789	387	8	conf	conf	PROPN
fis-4789	387	9	.	.	PUNCT
fis-4789	387	10	web	web	NOUN
fis-4789	387	11	intell	intell	PROPN
fis-4789	387	12	.	.	PUNCT
fis-4789	388	1	wi	wi	PROPN
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fis-4789	388	3	,	,	PUNCT
fis-4789	388	4	(	(	PUNCT
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fis-4789	388	6	)	)	PUNCT
fis-4789	388	7	,	,	PUNCT
fis-4789	389	1	pp	pp	ADJ
fis-4789	389	2	.	.	PUNCT
fis-4789	390	1	7	7	NUM
fis-4789	390	2	,	,	PUNCT
fis-4789	390	3	doi	doi	NOUN
fis-4789	390	4	:	:	PUNCT
fis-4789	390	5	10.1109	10.1109	NUM
fis-4789	390	6	/	/	SYM
fis-4789	390	7	wi.2004.10000	wi.2004.10000	NOUN
fis-4789	390	8	.	.	PUNCT
fis-4789	391	1	[	[	X
fis-4789	391	2	11	11	NUM
fis-4789	391	3	]	]	SYM
fis-4789	391	4	adams	adams	PROPN
fis-4789	391	5	,	,	PUNCT
fis-4789	391	6	j.	j.	PROPN
fis-4789	391	7	a.	a.	PROPN
fis-4789	391	8	(	(	PUNCT
fis-4789	391	9	2001	2001	NUM
fis-4789	391	10	)	)	PUNCT
fis-4789	391	11	.	.	PUNCT
fis-4789	392	1	multiagent	multiagent	NOUN
fis-4789	392	2	systems	system	NOUN
fis-4789	392	3	 	 	SPACE
fis-4789	392	4	:	:	PUNCT
fis-4789	392	5	a	a	DET
fis-4789	392	6	modern	modern	ADJ
fis-4789	392	7	approach	approach	NOUN
fis-4789	392	8	to	to	ADP
fis-4789	392	9	distributed	distribute	VERB
fis-4789	392	10	artificial	artificial	ADJ
fis-4789	392	11	intelligence	intelligence	NOUN
fis-4789	392	12	a	a	DET
fis-4789	392	13	review	review	NOUN
fis-4789	392	14	,	,	PUNCT
fis-4789	392	15	ai	ai	VERB
fis-4789	392	16	mag	mag	PROPN
fis-4789	392	17	.	.	PROPN
fis-4789	392	18	,	,	PUNCT
fis-4789	392	19	22(2	22(2	NUM
fis-4789	392	20	)	)	PUNCT
fis-4789	392	21	,	,	PUNCT
fis-4789	392	22	pp	pp	ADP
fis-4789	392	23	.	.	PUNCT
fis-4789	393	1	105–108	105–108	NUM
fis-4789	393	2	.	.	PUNCT
fis-4789	394	1	[	[	X
fis-4789	394	2	12	12	NUM
fis-4789	394	3	]	]	X
fis-4789	394	4	omar	omar	PROPN
fis-4789	394	5	,	,	PUNCT
fis-4789	394	6	t.	t.	PROPN
fis-4789	394	7	,	,	PUNCT
fis-4789	394	8	nehdi	nehdi	NOUN
fis-4789	394	9	,	,	PUNCT
fis-4789	394	10	m.	m.	NOUN
fis-4789	394	11	(	(	PUNCT
fis-4789	394	12	2016).valuation	2016).valuation	NUM
fis-4789	394	13	of	of	ADP
fis-4789	394	14	ndt	ndt	PROPN
fis-4789	394	15	techniques	technique	NOUN
fis-4789	394	16	for	for	ADP
fis-4789	394	17	concrete	concrete	ADJ
fis-4789	394	18	bridge	bridge	NOUN
fis-4789	394	19	decks	deck	NOUN
fis-4789	394	20	using	use	VERB
fis-4789	394	21	fuzzy	fuzzy	ADJ
fis-4789	394	22	analytical	analytical	ADJ
fis-4789	394	23	hierarchy	hierarchy	NOUN
fis-4789	394	24	process	process	NOUN
fis-4789	394	25	.	.	PUNCT
fis-4789	395	1	2016	2016	NUM
fis-4789	395	2	annual	annual	ADJ
fis-4789	395	3	conference	conference	NOUN
fis-4789	395	4	of	of	ADP
fis-4789	395	5	the	the	DET
fis-4789	395	6	canadian	canadian	ADJ
fis-4789	395	7	society	society	NOUN
fis-4789	395	8	of	of	ADP
fis-4789	395	9	civil	civil	ADJ
fis-4789	395	10	engineering	engineering	NOUN
fis-4789	395	11	,	,	PUNCT
fis-4789	395	12	p.	p.	NOUN
fis-4789	395	13	10	10	NUM
fis-4789	395	14	.	.	PUNCT
fis-4789	396	1	[	[	X
fis-4789	396	2	13	13	NUM
fis-4789	396	3	]	]	PUNCT
fis-4789	396	4	amezquita	amezquita	NOUN
fis-4789	396	5	-	-	PUNCT
fis-4789	396	6	sanchez	sanchez	PROPN
fis-4789	396	7	,	,	PUNCT
fis-4789	396	8	j.p	j.p	PROPN
fis-4789	396	9	.	.	PROPN
fis-4789	396	10	,	,	PUNCT
fis-4789	396	11	adeli	adeli	PROPN
fis-4789	396	12	,	,	PUNCT
fis-4789	396	13	h.	h.	PROPN
fis-4789	396	14	(	(	PUNCT
fis-4789	396	15	2016	2016	NUM
fis-4789	396	16	)	)	PUNCT
fis-4789	396	17	.	.	PUNCT
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fis-4789	397	2	processing	processing	NOUN
fis-4789	397	3	techniques	technique	NOUN
fis-4789	397	4	for	for	ADP
fis-4789	397	5	vibration	vibration	NOUN
fis-4789	397	6	-	-	PUNCT
fis-4789	397	7	based	base	VERB
fis-4789	397	8	health	health	NOUN
fis-4789	397	9	monitoring	monitoring	NOUN
fis-4789	397	10	of	of	ADP
fis-4789	397	11	t	t	PROPN
fis-4789	397	12	a.	a.	PROPN
fis-4789	397	13	anjum	anjum	PROPN
fis-4789	397	14	et	et	PROPN
fis-4789	397	15	alii	alii	PROPN
fis-4789	397	16	,	,	PUNCT
fis-4789	397	17	frattura	frattura	PROPN
fis-4789	397	18	ed	ed	PROPN
fis-4789	397	19	integrità	integrità	PROPN
fis-4789	397	20	strutturale	strutturale	PROPN
fis-4789	397	21	,	,	PUNCT
fis-4789	397	22	69	69	NUM
fis-4789	397	23	(	(	PUNCT
fis-4789	397	24	2024	2024	NUM
fis-4789	397	25	)	)	PUNCT
fis-4789	397	26	43	43	NUM
fis-4789	397	27	-	-	SYM
fis-4789	397	28	59	59	NUM
fis-4789	397	29	;	;	PUNCT
fis-4789	397	30	doi	doi	NOUN
fis-4789	397	31	:	:	PUNCT
fis-4789	397	32	10.3221	10.3221	NUM
fis-4789	397	33	/	/	SYM
fis-4789	397	34	igf	igf	PROPN
fis-4789	397	35	-	-	PUNCT
fis-4789	397	36	esis.69.04	esis.69.04	PROPN
fis-4789	397	37	55	55	NUM
fis-4789	397	38	smart	smart	ADJ
fis-4789	397	39	structures	structure	NOUN
fis-4789	397	40	,	,	PUNCT
fis-4789	397	41	arch	arch	NOUN
fis-4789	397	42	.	.	PUNCT
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fis-4789	398	2	.	.	PUNCT
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fis-4789	399	2	eng	eng	PROPN
fis-4789	399	3	.	.	PROPN
fis-4789	399	4	,	,	PUNCT
fis-4789	399	5	23(1	23(1	X
fis-4789	399	6	)	)	PUNCT
fis-4789	399	7	,	,	PUNCT
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fis-4789	399	9	.	.	PUNCT
fis-4789	400	1	1–15	1–15	NUM
fis-4789	400	2	,	,	PUNCT
fis-4789	400	3	doi	doi	NOUN
fis-4789	400	4	:	:	PUNCT
fis-4789	400	5	10.1007	10.1007	NUM
fis-4789	400	6	/	/	SYM
fis-4789	400	7	s11831	s11831	NOUN
fis-4789	400	8	-	-	PUNCT
fis-4789	400	9	014	014	NUM
fis-4789	400	10	-	-	PUNCT
fis-4789	400	11	9135	9135	NUM
fis-4789	400	12	-	-	SYM
fis-4789	400	13	7	7	NUM
fis-4789	400	14	.	.	PUNCT
fis-4789	401	1	[	[	X
fis-4789	401	2	14	14	NUM
fis-4789	401	3	]	]	PUNCT
fis-4789	401	4	witten	witten	PROPN
fis-4789	401	5	,	,	PUNCT
fis-4789	401	6	i.h	i.h	PROPN
fis-4789	401	7	.	.	PROPN
fis-4789	401	8	,	,	PUNCT
fis-4789	401	9	frank	frank	PROPN
fis-4789	401	10	,	,	PUNCT
fis-4789	401	11	e.	e.	PROPN
fis-4789	401	12	(	(	PUNCT
fis-4789	401	13	1999	1999	NUM
fis-4789	401	14	)	)	PUNCT
fis-4789	401	15	.	.	PUNCT
fis-4789	402	1	data	datum	NOUN
fis-4789	402	2	mining	mining	NOUN
fis-4789	402	3	:	:	PUNCT
fis-4789	402	4	practical	practical	ADJ
fis-4789	402	5	machine	machine	NOUN
fis-4789	402	6	learning	learning	NOUN
fis-4789	402	7	tools	tool	NOUN
fis-4789	402	8	and	and	CCONJ
fis-4789	402	9	techniques	technique	NOUN
fis-4789	402	10	with	with	ADP
fis-4789	402	11	java	java	PROPN
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fis-4789	402	13	(	(	PUNCT
fis-4789	402	14	the	the	DET
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fis-4789	402	18	in	in	ADP
fis-4789	402	19	data	data	NOUN
fis-4789	402	20	management	management	NOUN
fis-4789	402	21	systems	system	NOUN
fis-4789	402	22	)	)	PUNCT
fis-4789	402	23	,	,	PUNCT
fis-4789	402	24	31	31	NUM
fis-4789	402	25	,	,	PUNCT
fis-4789	402	26	pp	pp	ADJ
fis-4789	402	27	.	.	PUNCT
fis-4789	403	1	371	371	NUM
fis-4789	403	2	.	.	PUNCT
fis-4789	404	1	[	[	X
fis-4789	404	2	15	15	NUM
fis-4789	404	3	]	]	X
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fis-4789	404	5	,	,	PUNCT
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fis-4789	404	7	,	,	PUNCT
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fis-4789	404	9	,	,	PUNCT
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fis-4789	404	13	,	,	PUNCT
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fis-4789	404	15	,	,	PUNCT
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fis-4789	404	17	,	,	PUNCT
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fis-4789	404	19	(	(	PUNCT
fis-4789	404	20	2022	2022	NUM
fis-4789	404	21	)	)	PUNCT
fis-4789	404	22	.	.	PUNCT
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fis-4789	405	5	health	health	NOUN
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fis-4789	405	9	emerging	emerge	VERB
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fis-4789	405	11	and	and	CCONJ
fis-4789	405	12	high	high	ADJ
fis-4789	405	13	-	-	PUNCT
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fis-4789	405	15	data	datum	NOUN
fis-4789	405	16	source	source	NOUN
fis-4789	405	17	highlights	highlight	NOUN
fis-4789	405	18	,	,	PUNCT
fis-4789	405	19	struct	struct	NOUN
fis-4789	405	20	.	.	PUNCT
fis-4789	406	1	heal	heal	NOUN
fis-4789	406	2	.	.	PUNCT
fis-4789	407	1	monit	monit	PROPN
fis-4789	407	2	.	.	PUNCT
fis-4789	407	3	,	,	PUNCT
fis-4789	407	4	21(4	21(4	NUM
fis-4789	407	5	)	)	PUNCT
fis-4789	407	6	,	,	PUNCT
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fis-4789	407	8	.	.	PUNCT
fis-4789	407	9	1906	1906	NUM
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fis-4789	407	12	,	,	PUNCT
fis-4789	407	13	doi	doi	NOUN
fis-4789	407	14	:	:	PUNCT
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fis-4789	407	16	.	.	PUNCT
fis-4789	408	1	[	[	X
fis-4789	408	2	16	16	NUM
fis-4789	408	3	]	]	X
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fis-4789	408	7	,	,	PUNCT
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fis-4789	408	9	-	-	PUNCT
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fis-4789	408	11	,	,	PUNCT
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fis-4789	408	17	.	.	PROPN
fis-4789	408	18	,	,	PUNCT
fis-4789	408	19	sierra	sierra	PROPN
fis-4789	408	20	-	-	PUNCT
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fis-4789	408	22	,	,	PUNCT
fis-4789	408	23	j.	j.	PROPN
fis-4789	408	24	(	(	PUNCT
fis-4789	408	25	2020	2020	NUM
fis-4789	408	26	)	)	PUNCT
fis-4789	408	27	.	.	PUNCT
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fis-4789	409	2	health	health	NOUN
fis-4789	409	3	monitoring	monitoring	NOUN
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fis-4789	409	5	advanced	advanced	ADJ
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fis-4789	409	8	:	:	PUNCT
fis-4789	409	9	a	a	DET
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fis-4789	409	11	,	,	PUNCT
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fis-4789	410	5	)	)	PUNCT
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fis-4789	411	8	.	.	PUNCT
fis-4789	412	1	[	[	X
fis-4789	412	2	17	17	NUM
fis-4789	412	3	]	]	X
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fis-4789	413	14	monitoring	monitoring	NOUN
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fis-4789	415	27	(	(	PUNCT
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fis-4789	415	29	)	)	PUNCT
fis-4789	415	30	.	.	PUNCT
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fis-4789	416	13	-	-	PUNCT
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fis-4789	419	1	,	,	PUNCT
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fis-4789	420	2	,	,	PUNCT
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fis-4789	421	13	(	(	PUNCT
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fis-4789	421	16	.	.	PUNCT
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fis-4789	425	5	)	)	PUNCT
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fis-4789	425	8	.	.	PUNCT
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fis-4789	426	2	,	,	PUNCT
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fis-4789	426	8	.	.	PUNCT
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fis-4789	430	8	.	.	PUNCT
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fis-4789	432	23	.	.	PUNCT
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fis-4789	433	10	:	:	PUNCT
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fis-4789	433	23	:	:	PUNCT
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fis-4789	436	10	.	.	PUNCT
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fis-4789	436	12	,	,	PUNCT
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fis-4789	436	14	:	:	PUNCT
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fis-4789	438	16	)	)	PUNCT
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fis-4789	447	2	,	,	PUNCT
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fis-4789	451	2	,	,	PUNCT
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fis-4789	457	8	,	,	PUNCT
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fis-4789	457	10	.	.	PUNCT
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fis-4789	458	2	.	.	PUNCT
fis-4789	459	1	j.	j.	PROPN
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fis-4789	460	2	.	.	PROPN
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fis-4789	460	4	.	.	PUNCT
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fis-4789	461	2	.	.	PROPN
fis-4789	461	3	,	,	PUNCT
fis-4789	461	4	(	(	PUNCT
fis-4789	461	5	04	04	NUM
fis-4789	461	6	)	)	PUNCT
fis-4789	461	7	,	,	PUNCT
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fis-4789	461	9	.	.	PUNCT
fis-4789	462	1	1854–1861	1854–1861	NUM
fis-4789	462	2	.	.	PUNCT
fis-4789	463	1	[	[	X
fis-4789	463	2	29	29	NUM
fis-4789	463	3	]	]	X
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fis-4789	463	5	,	,	PUNCT
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fis-4789	463	8	,	,	PUNCT
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fis-4789	463	10	,	,	PUNCT
fis-4789	463	11	o.	o.	PROPN
fis-4789	463	12	,	,	PUNCT
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fis-4789	463	14	,	,	PUNCT
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fis-4789	463	16	(	(	PUNCT
fis-4789	463	17	2014	2014	NUM
fis-4789	463	18	)	)	PUNCT
fis-4789	463	19	.	.	PUNCT
fis-4789	464	1	image	image	NOUN
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fis-4789	464	12	,	,	PUNCT
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fis-4789	464	14	.	.	PUNCT
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fis-4789	465	5	,	,	PUNCT
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fis-4789	465	7	.	.	PUNCT
fis-4789	466	1	180–194	180–194	NUM
fis-4789	466	2	,	,	PUNCT
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fis-4789	466	4	:	:	PUNCT
fis-4789	466	5	10.1016	10.1016	NUM
fis-4789	466	6	/	/	SYM
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fis-4789	466	8	.	.	PUNCT
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fis-4789	467	3	]	]	X
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fis-4789	467	5	,	,	PUNCT
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fis-4789	467	7	,	,	PUNCT
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fis-4789	467	12	(	(	PUNCT
fis-4789	467	13	2021	2021	NUM
fis-4789	467	14	)	)	PUNCT
fis-4789	467	15	.	.	PUNCT
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fis-4789	468	6	images	image	NOUN
fis-4789	468	7	for	for	ADP
fis-4789	468	8	condition	condition	NOUN
fis-4789	468	9	assessment	assessment	NOUN
fis-4789	468	10	of	of	ADP
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fis-4789	468	12	structures	structure	NOUN
fis-4789	468	13	,	,	PUNCT
fis-4789	468	14	autom	autom	PROPN
fis-4789	468	15	.	.	PUNCT
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fis-4789	469	3	,	,	PUNCT
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fis-4789	469	5	,	,	PUNCT
fis-4789	469	6	pp	pp	ADJ
fis-4789	469	7	.	.	PUNCT
fis-4789	470	1	103765	103765	NUM
fis-4789	470	2	,	,	PUNCT
fis-4789	470	3	doi	doi	NOUN
fis-4789	470	4	:	:	PUNCT
fis-4789	470	5	10.1016	10.1016	NUM
fis-4789	470	6	/	/	SYM
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fis-4789	470	8	.	.	PUNCT
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fis-4789	471	2	31	31	NUM
fis-4789	471	3	]	]	X
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fis-4789	471	5	,	,	PUNCT
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fis-4789	471	7	,	,	PUNCT
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fis-4789	471	19	(	(	PUNCT
fis-4789	471	20	2014	2014	NUM
fis-4789	471	21	)	)	PUNCT
fis-4789	471	22	.	.	PUNCT
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fis-4789	472	8	using	use	VERB
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fis-4789	472	11	tree	tree	NOUN
fis-4789	472	12	algorithm	algorithm	NOUN
fis-4789	472	13	,	,	PUNCT
fis-4789	472	14	comput	comput	NOUN
fis-4789	472	15	.	.	PUNCT
fis-4789	472	16	struct	struct	NOUN
fis-4789	472	17	.	.	PUNCT
fis-4789	472	18	,	,	PUNCT
fis-4789	472	19	130	130	NUM
fis-4789	472	20	,	,	PUNCT
fis-4789	472	21	pp	pp	ADJ
fis-4789	472	22	.	.	PUNCT
fis-4789	473	1	46–56	46–56	NUM
fis-4789	473	2	,	,	PUNCT
fis-4789	473	3	doi	doi	NOUN
fis-4789	473	4	:	:	PUNCT
fis-4789	473	5	10.1016	10.1016	NUM
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fis-4789	473	8	.	.	PUNCT
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fis-4789	474	3	]	]	X
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fis-4789	474	5	,	,	PUNCT
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fis-4789	474	7	,	,	PUNCT
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fis-4789	474	13	,	,	PUNCT
fis-4789	474	14	s.	s.	PROPN
fis-4789	474	15	,	,	PUNCT
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fis-4789	474	17	,	,	PUNCT
fis-4789	474	18	p.	p.	NOUN
fis-4789	474	19	(	(	PUNCT
fis-4789	474	20	2013).damage	2013).damage	NUM
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fis-4789	474	25	rc	rc	PROPN
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fis-4789	474	27	.	.	PUNCT
fis-4789	475	1	dach	dach	PROPN
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fis-4789	475	3	-	-	PUNCT
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fis-4789	475	8	,	,	PUNCT
fis-4789	475	9	pp	pp	ADV
fis-4789	475	10	.	.	PUNCT
fis-4789	476	1	1–9	1–9	NOUN
fis-4789	476	2	.	.	PUNCT
fis-4789	477	1	[	[	X
fis-4789	477	2	33	33	NUM
fis-4789	477	3	]	]	X
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fis-4789	477	5	,	,	PUNCT
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fis-4789	477	8	,	,	PUNCT
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fis-4789	477	10	,	,	PUNCT
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fis-4789	477	13	,	,	PUNCT
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fis-4789	477	18	(	(	PUNCT
fis-4789	477	19	2021	2021	NUM
fis-4789	477	20	)	)	PUNCT
fis-4789	477	21	.	.	PUNCT
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fis-4789	478	14	,	,	PUNCT
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fis-4789	478	17	.	.	PUNCT
fis-4789	479	1	des	des	PROPN
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fis-4789	480	4	7(1	7(1	NUM
fis-4789	480	5	)	)	PUNCT
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fis-4789	480	8	.	.	PUNCT
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fis-4789	481	2	,	,	PUNCT
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fis-4789	481	6	/	/	SYM
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fis-4789	481	8	/	/	SYM
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fis-4789	481	10	.	.	PUNCT
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fis-4789	482	5	,	,	PUNCT
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fis-4789	482	15	,	,	PUNCT
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fis-4789	482	21	,	,	PUNCT
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fis-4789	482	24	(	(	PUNCT
fis-4789	482	25	2021	2021	NUM
fis-4789	482	26	)	)	PUNCT
fis-4789	482	27	.	.	PUNCT
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fis-4789	483	25	.	.	PUNCT
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fis-4789	484	7	.	.	PUNCT
fis-4789	485	1	102098	102098	NUM
fis-4789	485	2	,	,	PUNCT
fis-4789	485	3	doi	doi	NOUN
fis-4789	485	4	:	:	PUNCT
fis-4789	485	5	10.1016	10.1016	NUM
fis-4789	485	6	/	/	SYM
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fis-4789	485	8	.	.	PUNCT
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fis-4789	486	5	,	,	PUNCT
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fis-4789	486	17	(	(	PUNCT
fis-4789	486	18	2017	2017	NUM
fis-4789	486	19	)	)	PUNCT
fis-4789	486	20	.	.	PUNCT
fis-4789	487	1	computer	computer	NOUN
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fis-4789	487	18	.	.	PUNCT
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fis-4789	488	2	.	.	PUNCT
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fis-4789	489	2	.	.	PUNCT
fis-4789	490	1	,	,	PUNCT
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fis-4789	495	2	.	.	PUNCT
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fis-4789	496	2	.	.	PUNCT
fis-4789	497	1	heal	heal	NOUN
fis-4789	497	2	.	.	PUNCT
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fis-4789	498	2	.	.	PUNCT
fis-4789	499	1	iwshm	iwshm	PROPN
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fis-4789	499	5	,	,	PUNCT
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fis-4789	499	7	.	.	PUNCT
fis-4789	500	1	3155–62	3155–62	NOUN
fis-4789	500	2	,	,	PUNCT
fis-4789	500	3	doi	doi	NOUN
fis-4789	500	4	:	:	PUNCT
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fis-4789	501	30	)	)	PUNCT
fis-4789	501	31	.	.	PUNCT
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fis-4789	502	54	,	,	PUNCT
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fis-4789	504	7	.	.	PUNCT
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fis-4789	505	2	,	,	PUNCT
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fis-4789	505	4	:	:	PUNCT
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fis-4789	505	6	/	/	SYM
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fis-4789	506	3	]	]	X
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fis-4789	506	15	,	,	PUNCT
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fis-4789	506	17	,	,	PUNCT
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fis-4789	506	22	)	)	PUNCT
fis-4789	506	23	.	.	PUNCT
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fis-4789	507	21	and	and	CCONJ
fis-4789	507	22	a	a	DET
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fis-4789	507	32	)	)	PUNCT
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fis-4789	509	2	,	,	PUNCT
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fis-4789	510	3	]	]	PUNCT
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fis-4789	510	5	,	,	PUNCT
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fis-4789	514	5	)	)	PUNCT
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fis-4789	514	8	.	.	PUNCT
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fis-4789	515	2	,	,	PUNCT
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fis-4789	515	6	/	/	SYM
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fis-4789	515	8	-	-	PUNCT
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fis-4789	515	10	-	-	PUNCT
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fis-4789	516	20	.	.	PUNCT
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fis-4789	519	5	)	)	PUNCT
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fis-4789	521	38	,	,	PUNCT
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fis-4789	521	40	:	:	PUNCT
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fis-4789	528	3	]	]	PUNCT
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fis-4789	528	15	.	.	PUNCT
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fis-4789	529	2	network	network	PROPN
fis-4789	529	3	based	base	VERB
fis-4789	529	4	hygrothermal	hygrothermal	ADJ
fis-4789	529	5	prediction	prediction	NOUN
fis-4789	529	6	for	for	ADP
fis-4789	529	7	deterioration	deterioration	NOUN
fis-4789	529	8	risk	risk	NOUN
fis-4789	529	9	analysis	analysis	NOUN
fis-4789	529	10	of	of	ADP
fis-4789	529	11	surface	surface	NOUN
fis-4789	529	12	-	-	PUNCT
fis-4789	529	13	protected	protect	VERB
fis-4789	529	14	concrete	concrete	ADJ
fis-4789	529	15	façade	façade	NOUN
fis-4789	529	16	element	element	NOUN
fis-4789	529	17	,	,	PUNCT
fis-4789	529	18	constr	constr	NOUN
fis-4789	529	19	.	.	PUNCT
fis-4789	530	1	build	build	VERB
fis-4789	530	2	.	.	PUNCT
fis-4789	531	1	mater	mater	NOUN
fis-4789	531	2	.	.	PROPN
fis-4789	531	3	,	,	PUNCT
fis-4789	531	4	113	113	NUM
fis-4789	531	5	,	,	PUNCT
fis-4789	531	6	pp	pp	ADJ
fis-4789	531	7	.	.	PUNCT
fis-4789	532	1	34–48	34–48	NUM
fis-4789	532	2	,	,	PUNCT
fis-4789	532	3	doi	doi	NOUN
fis-4789	532	4	:	:	PUNCT
fis-4789	532	5	10.1016	10.1016	NUM
fis-4789	532	6	/	/	SYM
fis-4789	532	7	j.conbuildmat.2016.03.029	j.conbuildmat.2016.03.029	PROPN
fis-4789	532	8	.	.	PUNCT
fis-4789	533	1	[	[	X
fis-4789	533	2	43	43	NUM
fis-4789	533	3	]	]	PUNCT
fis-4789	533	4	abuodeh	abuodeh	PROPN
fis-4789	533	5	,	,	PUNCT
fis-4789	533	6	o.r	o.r	PROPN
fis-4789	533	7	.	.	PROPN
fis-4789	533	8	,	,	PUNCT
fis-4789	533	9	abdalla	abdalla	PROPN
fis-4789	533	10	,	,	PUNCT
fis-4789	533	11	j.a	j.a	PROPN
fis-4789	533	12	.	.	PROPN
fis-4789	533	13	,	,	PUNCT
fis-4789	533	14	hawileh	hawileh	PROPN
fis-4789	533	15	,	,	PUNCT
fis-4789	533	16	r.a	r.a	PROPN
fis-4789	533	17	.	.	PROPN
fis-4789	533	18	(	(	PUNCT
fis-4789	533	19	2020	2020	NUM
fis-4789	533	20	)	)	PUNCT
fis-4789	533	21	.	.	PUNCT
fis-4789	534	1	prediction	prediction	NOUN
fis-4789	534	2	of	of	ADP
fis-4789	534	3	shear	shear	NOUN
fis-4789	534	4	strength	strength	NOUN
fis-4789	534	5	and	and	CCONJ
fis-4789	534	6	behavior	behavior	NOUN
fis-4789	534	7	of	of	ADP
fis-4789	534	8	rc	rc	PROPN
fis-4789	534	9	beams	beam	NOUN
fis-4789	534	10	strengthened	strengthen	VERB
fis-4789	534	11	with	with	ADP
fis-4789	534	12	externally	externally	ADV
fis-4789	534	13	bonded	bond	VERB
fis-4789	534	14	frp	frp	PROPN
fis-4789	534	15	sheets	sheet	NOUN
fis-4789	534	16	using	use	VERB
fis-4789	534	17	machine	machine	NOUN
fis-4789	534	18	learning	learning	NOUN
fis-4789	534	19	techniques	technique	NOUN
fis-4789	534	20	,	,	PUNCT
fis-4789	534	21	compos	compos	NOUN
fis-4789	534	22	.	.	PUNCT
fis-4789	535	1	struct	struct	NOUN
fis-4789	535	2	.	.	PUNCT
fis-4789	535	3	,	,	PUNCT
fis-4789	535	4	234	234	NUM
fis-4789	535	5	,	,	PUNCT
fis-4789	535	6	pp	pp	ADJ
fis-4789	535	7	.	.	PUNCT
fis-4789	536	1	111698	111698	NUM
fis-4789	536	2	,	,	PUNCT
fis-4789	536	3	doi	doi	NOUN
fis-4789	536	4	:	:	PUNCT
fis-4789	536	5	10.1016	10.1016	NUM
fis-4789	536	6	/	/	SYM
fis-4789	536	7	j.compstruct.2019.111698	j.compstruct.2019.111698	NOUN
fis-4789	536	8	.	.	PUNCT
fis-4789	537	1	[	[	X
fis-4789	537	2	44	44	NUM
fis-4789	537	3	]	]	SYM
fis-4789	537	4	machial	machial	ADJ
fis-4789	537	5	,	,	PUNCT
fis-4789	537	6	r.	r.	PROPN
fis-4789	537	7	,	,	PUNCT
fis-4789	537	8	rteil	rteil	PROPN
fis-4789	537	9	,	,	PUNCT
fis-4789	537	10	a.	a.	PROPN
fis-4789	537	11	,	,	PUNCT
fis-4789	537	12	alam	alam	PROPN
fis-4789	537	13	,	,	PUNCT
fis-4789	537	14	m.s	m.s	PROPN
fis-4789	537	15	.	.	PROPN
fis-4789	537	16	(	(	PUNCT
fis-4789	537	17	2012).modified	2012).modifie	VERB
fis-4789	537	18	tooth	tooth	NOUN
fis-4789	537	19	model	model	NOUN
fis-4789	537	20	shear	shear	NOUN
fis-4789	537	21	equation	equation	NOUN
fis-4789	537	22	for	for	ADP
fis-4789	537	23	economic	economic	ADJ
fis-4789	537	24	and	and	CCONJ
fis-4789	537	25	durable	durable	ADJ
fis-4789	537	26	reinforced	reinforce	VERB
fis-4789	537	27	concrete	concrete	ADJ
fis-4789	537	28	structures	structure	NOUN
fis-4789	537	29	.	.	PUNCT
fis-4789	538	1	cice	cice	NOUN
fis-4789	538	2	2012	2012	NUM
fis-4789	538	3	,	,	PUNCT
fis-4789	538	4	pp	pp	ADV
fis-4789	538	5	.	.	PUNCT
fis-4789	539	1	1–6	1–6	X
fis-4789	539	2	.	.	PUNCT
fis-4789	540	1	[	[	X
fis-4789	540	2	45	45	NUM
fis-4789	540	3	]	]	X
fis-4789	540	4	[	[	X
fis-4789	540	5	45	45	NUM
fis-4789	540	6	]	]	PUNCT
fis-4789	540	7	neves	neve	NOUN
fis-4789	540	8	,	,	PUNCT
fis-4789	540	9	a.c	a.c	PROPN
fis-4789	540	10	.	.	PROPN
fis-4789	540	11	,	,	PUNCT
fis-4789	540	12	gonzález	gonzález	PROPN
fis-4789	540	13	,	,	PUNCT
fis-4789	540	14	i.	i.	PROPN
fis-4789	540	15	,	,	PUNCT
fis-4789	540	16	leander	leander	PROPN
fis-4789	540	17	,	,	PUNCT
fis-4789	540	18	j.	j.	PROPN
fis-4789	540	19	,	,	PUNCT
fis-4789	540	20	karoumi	karoumi	PROPN
fis-4789	540	21	,	,	PUNCT
fis-4789	540	22	r.	r.	PROPN
fis-4789	540	23	(	(	PUNCT
fis-4789	540	24	2017	2017	NUM
fis-4789	540	25	)	)	PUNCT
fis-4789	540	26	.	.	PUNCT
fis-4789	541	1	structural	structural	ADJ
fis-4789	541	2	health	health	NOUN
fis-4789	541	3	monitoring	monitoring	NOUN
fis-4789	541	4	of	of	ADP
fis-4789	541	5	bridges	bridge	NOUN
fis-4789	541	6	:	:	PUNCT
fis-4789	541	7	a	a	DET
fis-4789	541	8	model	model	NOUN
fis-4789	541	9	-	-	PUNCT
fis-4789	541	10	free	free	ADJ
fis-4789	541	11	ann	ann	PROPN
fis-4789	541	12	-	-	PUNCT
fis-4789	541	13	based	base	VERB
fis-4789	541	14	approach	approach	NOUN
fis-4789	541	15	to	to	ADP
fis-4789	541	16	damage	damage	NOUN
fis-4789	541	17	detection	detection	NOUN
fis-4789	541	18	,	,	PUNCT
fis-4789	541	19	j.	j.	PROPN
fis-4789	541	20	civ	civ	PROPN
fis-4789	541	21	.	.	PROPN
fis-4789	541	22	struct	struct	NOUN
fis-4789	541	23	.	.	PUNCT
fis-4789	542	1	heal	heal	NOUN
fis-4789	542	2	.	.	PUNCT
fis-4789	543	1	monit	monit	PROPN
fis-4789	543	2	.	.	PROPN
fis-4789	543	3	,	,	PUNCT
fis-4789	543	4	7(5	7(5	NUM
fis-4789	543	5	)	)	PUNCT
fis-4789	543	6	,	,	PUNCT
fis-4789	543	7	pp	pp	ADP
fis-4789	543	8	.	.	PUNCT
fis-4789	544	1	689–702	689–702	NUM
fis-4789	544	2	,	,	PUNCT
fis-4789	544	3	doi	doi	NOUN
fis-4789	544	4	:	:	PUNCT
fis-4789	544	5	10.1007	10.1007	NUM
fis-4789	544	6	/	/	SYM
fis-4789	544	7	s13349	s13349	NUM
fis-4789	544	8	-	-	PUNCT
fis-4789	544	9	0170252	0170252	NUM
fis-4789	544	10	-	-	PUNCT
fis-4789	544	11	5	5	NUM
fis-4789	544	12	.	.	PUNCT
fis-4789	545	1	[	[	X
fis-4789	545	2	46	46	NUM
fis-4789	545	3	]	]	PUNCT
fis-4789	545	4	tibaduiza	tibaduiza	NOUN
fis-4789	545	5	,	,	PUNCT
fis-4789	545	6	d.	d.	PROPN
fis-4789	545	7	,	,	PUNCT
fis-4789	545	8	torres	torres	PROPN
fis-4789	545	9	-	-	PUNCT
fis-4789	545	10	arredondo	arredondo	PROPN
fis-4789	545	11	,	,	PUNCT
fis-4789	545	12	m.á	m.á	PROPN
fis-4789	545	13	.	.	PROPN
fis-4789	545	14	,	,	PUNCT
fis-4789	545	15	vitola	vitola	PROPN
fis-4789	545	16	,	,	PUNCT
fis-4789	545	17	j.	j.	PROPN
fis-4789	545	18	,	,	PUNCT
fis-4789	545	19	anaya	anaya	PROPN
fis-4789	545	20	,	,	PUNCT
fis-4789	545	21	m.	m.	NOUN
fis-4789	545	22	,	,	PUNCT
fis-4789	545	23	pozo	pozo	PROPN
fis-4789	545	24	,	,	PUNCT
fis-4789	545	25	f.	f.	PROPN
fis-4789	545	26	(	(	PUNCT
fis-4789	545	27	2018	2018	NUM
fis-4789	545	28	)	)	PUNCT
fis-4789	545	29	.	.	PUNCT
fis-4789	546	1	a	a	DET
fis-4789	546	2	damage	damage	NOUN
fis-4789	546	3	classification	classification	NOUN
fis-4789	546	4	approach	approach	NOUN
fis-4789	546	5	for	for	ADP
fis-4789	546	6	structural	structural	ADJ
fis-4789	546	7	health	health	NOUN
fis-4789	546	8	monitoring	monitoring	NOUN
fis-4789	546	9	using	use	VERB
fis-4789	546	10	machine	machine	NOUN
fis-4789	546	11	learning	learning	NOUN
fis-4789	546	12	,	,	PUNCT
fis-4789	546	13	complexity	complexity	NOUN
fis-4789	546	14	,	,	PUNCT
fis-4789	546	15	doi	doi	NOUN
fis-4789	546	16	:	:	PUNCT
fis-4789	546	17	10.1155/2018/5081283	10.1155/2018/5081283	NUM
fis-4789	546	18	.	.	PUNCT
fis-4789	547	1	[	[	X
fis-4789	547	2	47	47	NUM
fis-4789	547	3	]	]	X
fis-4789	547	4	luo	luo	PROPN
fis-4789	547	5	,	,	PUNCT
fis-4789	547	6	h.	h.	PROPN
fis-4789	547	7	,	,	PUNCT
fis-4789	547	8	paal	paal	PROPN
fis-4789	547	9	,	,	PUNCT
fis-4789	547	10	s.g	s.g	PROPN
fis-4789	547	11	.	.	PROPN
fis-4789	547	12	(	(	PUNCT
fis-4789	547	13	2018	2018	NUM
fis-4789	547	14	)	)	PUNCT
fis-4789	547	15	.	.	PUNCT
fis-4789	548	1	machine	machine	NOUN
fis-4789	548	2	learning	learning	NOUN
fis-4789	548	3	–	–	PUNCT
fis-4789	548	4	based	base	VERB
fis-4789	548	5	backbone	backbone	NOUN
fis-4789	548	6	curve	curve	NOUN
fis-4789	548	7	model	model	NOUN
fis-4789	548	8	of	of	ADP
fis-4789	548	9	reinforced	reinforce	VERB
fis-4789	548	10	concrete	concrete	ADJ
fis-4789	548	11	columns	column	NOUN
fis-4789	548	12	subjected	subject	VERB
fis-4789	548	13	to	to	ADP
fis-4789	548	14	cyclic	cyclic	ADJ
fis-4789	548	15	loading	loading	NOUN
fis-4789	548	16	reversals	reversal	NOUN
fis-4789	548	17	,	,	PUNCT
fis-4789	548	18	j.	j.	PROPN
fis-4789	548	19	comput	comput	PROPN
fis-4789	548	20	.	.	PUNCT
fis-4789	549	1	civ	civ	NOUN
fis-4789	549	2	.	.	PUNCT
fis-4789	550	1	eng	eng	PROPN
fis-4789	550	2	.	.	PROPN
fis-4789	550	3	,	,	PUNCT
fis-4789	550	4	32(5	32(5	NUM
fis-4789	550	5	)	)	PUNCT
fis-4789	550	6	,	,	PUNCT
fis-4789	550	7	pp	pp	ADP
fis-4789	550	8	.	.	PUNCT
fis-4789	551	1	04018042	04018042	NUM
fis-4789	551	2	,	,	PUNCT
fis-4789	551	3	doi	doi	NOUN
fis-4789	551	4	:	:	PUNCT
fis-4789	551	5	10.1061/(asce)cp.1943	10.1061/(asce)cp.1943	NUM
fis-4789	551	6	-	-	PUNCT
fis-4789	551	7	5487.0000787	5487.0000787	ADJ
fis-4789	551	8	.	.	PUNCT
fis-4789	552	1	[	[	X
fis-4789	552	2	48	48	NUM
fis-4789	552	3	]	]	PUNCT
fis-4789	552	4	das	das	PROPN
fis-4789	552	5	,	,	PUNCT
fis-4789	552	6	a.k	a.k	PROPN
fis-4789	552	7	.	.	PROPN
fis-4789	552	8	,	,	PUNCT
fis-4789	552	9	suthar	suthar	PROPN
fis-4789	552	10	,	,	PUNCT
fis-4789	552	11	d.	d.	PROPN
fis-4789	552	12	,	,	PUNCT
fis-4789	552	13	leung	leung	PROPN
fis-4789	552	14	,	,	PUNCT
fis-4789	552	15	c.k.y	c.k.y	PROPN
fis-4789	552	16	.	.	PUNCT
fis-4789	553	1	(	(	PUNCT
fis-4789	553	2	2019	2019	NUM
fis-4789	553	3	)	)	PUNCT
fis-4789	553	4	.	.	PUNCT
fis-4789	554	1	machine	machine	NOUN
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fis-4789	554	3	based	base	VERB
fis-4789	554	4	crack	crack	NOUN
fis-4789	554	5	mode	mode	NOUN
fis-4789	554	6	classification	classification	NOUN
fis-4789	554	7	from	from	ADP
fis-4789	554	8	unlabeled	unlabeled	ADJ
fis-4789	554	9	acoustic	acoustic	ADJ
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fis-4789	554	11	waveform	waveform	NOUN
fis-4789	554	12	features	feature	NOUN
fis-4789	554	13	,	,	PUNCT
fis-4789	554	14	cem	cem	NOUN
fis-4789	554	15	.	.	PUNCT
fis-4789	554	16	concr	concr	PROPN
fis-4789	554	17	.	.	PUNCT
fis-4789	555	1	res	re	NOUN
fis-4789	555	2	.	.	PROPN
fis-4789	555	3	,	,	PUNCT
fis-4789	555	4	121	121	NUM
fis-4789	555	5	,	,	PUNCT
fis-4789	555	6	pp	pp	PROPN
fis-4789	555	7	.	.	PUNCT
fis-4789	556	1	42–57	42–57	NUM
fis-4789	556	2	,	,	PUNCT
fis-4789	556	3	doi	doi	NOUN
fis-4789	556	4	:	:	PUNCT
fis-4789	556	5	10.1016	10.1016	NUM
fis-4789	556	6	/	/	SYM
fis-4789	556	7	j.cemconres.2019.03.001	j.cemconres.2019.03.001	PROPN
fis-4789	556	8	.	.	PUNCT
fis-4789	557	1	[	[	X
fis-4789	557	2	49	49	NUM
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fis-4789	557	5	,	,	PUNCT
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fis-4789	557	7	.	.	PUNCT
fis-4789	558	1	da	da	PROPN
fis-4789	558	2	.	.	PROPN
fis-4789	558	3	,	,	PUNCT
fis-4789	558	4	lucena	lucena	PROPN
fis-4789	558	5	,	,	PUNCT
fis-4789	558	6	d.s	d.s	PROPN
fis-4789	558	7	.	.	PROPN
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fis-4789	558	9	.	.	X
fis-4789	558	10	(	(	PUNCT
fis-4789	558	11	2018	2018	NUM
fis-4789	558	12	)	)	PUNCT
fis-4789	558	13	.	.	PUNCT
fis-4789	559	1	concrete	concrete	ADJ
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fis-4789	559	3	detection	detection	NOUN
fis-4789	559	4	based	base	VERB
fis-4789	559	5	on	on	ADP
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fis-4789	559	7	learning	learn	VERB
fis-4789	559	8	image	image	NOUN
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fis-4789	559	10	,	,	PUNCT
fis-4789	559	11	proceedings	proceeding	NOUN
fis-4789	559	12	,	,	PUNCT
fis-4789	559	13	2(8	2(8	NUM
fis-4789	559	14	)	)	PUNCT
fis-4789	559	15	,	,	PUNCT
fis-4789	559	16	pp	pp	PROPN
fis-4789	559	17	.	.	PUNCT
fis-4789	560	1	489	489	NUM
fis-4789	560	2	,	,	PUNCT
fis-4789	560	3	doi	doi	NOUN
fis-4789	560	4	:	:	PUNCT
fis-4789	560	5	10.3390	10.3390	NUM
fis-4789	560	6	/	/	SYM
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fis-4789	560	8	-	-	PUNCT
fis-4789	560	9	05387	05387	NUM
fis-4789	560	10	.	.	PUNCT
fis-4789	561	1	[	[	X
fis-4789	561	2	50	50	NUM
fis-4789	561	3	]	]	PUNCT
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fis-4789	561	5	,	,	PUNCT
fis-4789	561	6	y.	y.	PROPN
fis-4789	561	7	,	,	PUNCT
fis-4789	561	8	okazaki	okazaki	PROPN
fis-4789	561	9	,	,	PUNCT
fis-4789	561	10	s.	s.	PROPN
fis-4789	561	11	,	,	PUNCT
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fis-4789	561	13	,	,	PUNCT
fis-4789	561	14	s.	s.	PROPN
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fis-4789	561	20	.	.	PUNCT
fis-4789	562	1	(	(	PUNCT
fis-4789	562	2	2020	2020	NUM
fis-4789	562	3	)	)	PUNCT
fis-4789	562	4	.	.	PUNCT
fis-4789	563	1	applicability	applicability	NOUN
fis-4789	563	2	of	of	ADP
fis-4789	563	3	machine	machine	NOUN
fis-4789	563	4	learning	learn	VERB
fis-4789	563	5	to	to	ADP
fis-4789	563	6	a	a	DET
fis-4789	563	7	crack	crack	NOUN
fis-4789	563	8	model	model	NOUN
fis-4789	563	9	in	in	ADP
fis-4789	563	10	concrete	concrete	ADJ
fis-4789	563	11	bridges	bridge	NOUN
fis-4789	563	12	,	,	PUNCT
fis-4789	563	13	comput	comput	NOUN
fis-4789	563	14	.	.	PUNCT
fis-4789	564	1	civ	civ	NOUN
fis-4789	564	2	.	.	PUNCT
fis-4789	564	3	infrastruct	infrastruct	PROPN
fis-4789	564	4	.	.	PUNCT
fis-4789	565	1	eng	eng	PROPN
fis-4789	565	2	.	.	PROPN
fis-4789	565	3	,	,	PUNCT
fis-4789	565	4	35(8	35(8	NUM
fis-4789	565	5	)	)	PUNCT
fis-4789	565	6	,	,	PUNCT
fis-4789	565	7	pp	pp	ADP
fis-4789	565	8	.	.	PUNCT
fis-4789	566	1	775–792	775–792	NUM
fis-4789	566	2	,	,	PUNCT
fis-4789	566	3	doi	doi	NOUN
fis-4789	566	4	:	:	PUNCT
fis-4789	566	5	10.1111	10.1111	NUM
fis-4789	566	6	/	/	SYM
fis-4789	566	7	mice.12532	mice.12532	PROPN
fis-4789	566	8	.	.	PUNCT
fis-4789	567	1	[	[	X
fis-4789	567	2	51	51	NUM
fis-4789	567	3	]	]	PUNCT
fis-4789	567	4	sengupta	sengupta	NOUN
fis-4789	567	5	,	,	PUNCT
fis-4789	567	6	a.	a.	NOUN
fis-4789	567	7	,	,	PUNCT
fis-4789	567	8	ilgin	ilgin	NOUN
fis-4789	567	9	guler	guler	NOUN
fis-4789	567	10	,	,	PUNCT
fis-4789	567	11	s.	s.	PROPN
fis-4789	567	12	,	,	PUNCT
fis-4789	567	13	shokouhi	shokouhi	NOUN
fis-4789	567	14	,	,	PUNCT
fis-4789	567	15	p.	p.	NOUN
fis-4789	567	16	(	(	PUNCT
fis-4789	567	17	2021	2021	NUM
fis-4789	567	18	)	)	PUNCT
fis-4789	567	19	.	.	PUNCT
fis-4789	568	1	interpreting	interpret	VERB
fis-4789	568	2	impact	impact	NOUN
fis-4789	568	3	echo	echo	NOUN
fis-4789	568	4	data	datum	NOUN
fis-4789	568	5	to	to	PART
fis-4789	568	6	predict	predict	VERB
fis-4789	568	7	condition	condition	NOUN
fis-4789	568	8	rating	rating	NOUN
fis-4789	568	9	of	of	ADP
fis-4789	568	10	concrete	concrete	ADJ
fis-4789	568	11	bridge	bridge	NOUN
fis-4789	568	12	decks	deck	NOUN
fis-4789	568	13	:	:	PUNCT
fis-4789	568	14	a	a	DET
fis-4789	568	15	machine	machine	NOUN
fis-4789	568	16	-	-	PUNCT
fis-4789	568	17	learning	learn	VERB
fis-4789	568	18	approach	approach	NOUN
fis-4789	568	19	,	,	PUNCT
fis-4789	568	20	j.	j.	PROPN
fis-4789	568	21	bridg	bridg	PROPN
fis-4789	568	22	.	.	PUNCT
fis-4789	569	1	eng	eng	PROPN
fis-4789	569	2	.	.	PROPN
fis-4789	569	3	,	,	PUNCT
fis-4789	569	4	26(8	26(8	NUM
fis-4789	569	5	)	)	PUNCT
fis-4789	569	6	,	,	PUNCT
fis-4789	569	7	pp	pp	PROPN
fis-4789	569	8	.	.	PUNCT
fis-4789	569	9	04021044	04021044	NUM
fis-4789	569	10	,	,	PUNCT
fis-4789	569	11	doi	doi	NOUN
fis-4789	569	12	:	:	PUNCT
fis-4789	569	13	10.1061/(asce)be.1943	10.1061/(asce)be.1943	NUM
fis-4789	569	14	-	-	PUNCT
fis-4789	569	15	5592.0001744	5592.0001744	NUM
fis-4789	569	16	.	.	PUNCT
fis-4789	570	1	[	[	X
fis-4789	570	2	52	52	NUM
fis-4789	570	3	]	]	PUNCT
fis-4789	570	4	chun	chun	PROPN
fis-4789	570	5	,	,	PUNCT
fis-4789	570	6	p.	p.	PROPN
fis-4789	570	7	jo	jo	PROPN
fis-4789	570	8	.	.	PROPN
fis-4789	570	9	,	,	PUNCT
fis-4789	570	10	ujike	ujike	PROPN
fis-4789	570	11	,	,	PUNCT
fis-4789	570	12	i.	i.	PROPN
fis-4789	570	13	,	,	PUNCT
fis-4789	570	14	mishima	mishima	PROPN
fis-4789	570	15	,	,	PUNCT
fis-4789	570	16	k.	k.	PROPN
fis-4789	570	17	,	,	PUNCT
fis-4789	570	18	kusumoto	kusumoto	PROPN
fis-4789	570	19	,	,	PUNCT
fis-4789	570	20	m.	m.	NOUN
fis-4789	570	21	,	,	PUNCT
fis-4789	570	22	okazaki	okazaki	PROPN
fis-4789	570	23	,	,	PUNCT
fis-4789	570	24	s.	s.	PROPN
fis-4789	570	25	(	(	PUNCT
fis-4789	570	26	2020	2020	NUM
fis-4789	570	27	)	)	PUNCT
fis-4789	570	28	.	.	PUNCT
fis-4789	571	1	random	random	ADJ
fis-4789	571	2	forest	forest	NOUN
fis-4789	571	3	-	-	PUNCT
fis-4789	571	4	based	base	VERB
fis-4789	571	5	evaluation	evaluation	NOUN
fis-4789	571	6	technique	technique	NOUN
fis-4789	571	7	for	for	ADP
fis-4789	571	8	internal	internal	ADJ
fis-4789	571	9	damage	damage	NOUN
fis-4789	571	10	in	in	ADP
fis-4789	571	11	reinforced	reinforce	VERB
fis-4789	571	12	concrete	concrete	NOUN
fis-4789	571	13	featuring	feature	VERB
fis-4789	571	14	multiple	multiple	ADJ
fis-4789	571	15	nondestructive	nondestructive	ADJ
fis-4789	571	16	testing	testing	NOUN
fis-4789	571	17	results	result	NOUN
fis-4789	571	18	,	,	PUNCT
fis-4789	571	19	constr	constr	NOUN
fis-4789	571	20	.	.	PUNCT
fis-4789	572	1	build	build	VERB
fis-4789	572	2	.	.	PUNCT
fis-4789	573	1	mater	mater	NOUN
fis-4789	573	2	.	.	PROPN
fis-4789	573	3	,	,	PUNCT
fis-4789	573	4	253	253	NUM
fis-4789	573	5	,	,	PUNCT
fis-4789	573	6	pp	pp	ADJ
fis-4789	573	7	.	.	PUNCT
fis-4789	574	1	119238	119238	NUM
fis-4789	574	2	,	,	PUNCT
fis-4789	574	3	doi	doi	NOUN
fis-4789	574	4	:	:	PUNCT
fis-4789	574	5	10.1016	10.1016	NUM
fis-4789	574	6	/	/	SYM
fis-4789	574	7	j.conbuildmat.2020.119238	j.conbuildmat.2020.119238	NOUN
fis-4789	574	8	.	.	PUNCT
fis-4789	575	1	[	[	X
fis-4789	575	2	53	53	NUM
fis-4789	575	3	]	]	X
fis-4789	575	4	alwanas	alwana	NOUN
fis-4789	575	5	,	,	PUNCT
fis-4789	575	6	a.a.h	a.a.h	PROPN
fis-4789	575	7	.	.	PROPN
fis-4789	575	8	,	,	PUNCT
fis-4789	575	9	al	al	PROPN
fis-4789	575	10	-	-	PUNCT
fis-4789	575	11	musawi	musawi	PROPN
fis-4789	575	12	,	,	PUNCT
fis-4789	575	13	a.a	a.a	PROPN
fis-4789	575	14	.	.	PROPN
fis-4789	575	15	,	,	PUNCT
fis-4789	575	16	salih	salih	PROPN
fis-4789	575	17	,	,	PUNCT
fis-4789	575	18	s.q	s.q	PROPN
fis-4789	575	19	.	.	PROPN
fis-4789	575	20	,	,	PUNCT
fis-4789	575	21	tao	tao	PROPN
fis-4789	575	22	,	,	PUNCT
fis-4789	575	23	h.	h.	PROPN
fis-4789	575	24	,	,	PUNCT
fis-4789	575	25	ali	ali	PROPN
fis-4789	575	26	,	,	PUNCT
fis-4789	575	27	m.	m.	NOUN
fis-4789	575	28	,	,	PUNCT
fis-4789	575	29	yaseen	yaseen	PROPN
fis-4789	575	30	,	,	PUNCT
fis-4789	575	31	z.m	z.m	PROPN
fis-4789	575	32	.	.	PROPN
fis-4789	575	33	(	(	PUNCT
fis-4789	575	34	2019	2019	NUM
fis-4789	575	35	)	)	PUNCT
fis-4789	575	36	.	.	PUNCT
fis-4789	576	1	load	load	NOUN
fis-4789	576	2	-	-	PUNCT
fis-4789	576	3	carrying	carry	VERB
fis-4789	576	4	capacity	capacity	NOUN
fis-4789	576	5	and	and	CCONJ
fis-4789	576	6	mode	mode	NOUN
fis-4789	576	7	failure	failure	NOUN
fis-4789	576	8	simulation	simulation	NOUN
fis-4789	576	9	of	of	ADP
fis-4789	576	10	beam	beam	NOUN
fis-4789	576	11	-	-	PUNCT
fis-4789	576	12	column	column	NOUN
fis-4789	576	13	joint	joint	ADJ
fis-4789	576	14	connection	connection	NOUN
fis-4789	576	15	:	:	PUNCT
fis-4789	576	16	application	application	NOUN
fis-4789	576	17	of	of	ADP
fis-4789	576	18	self	self	NOUN
fis-4789	576	19	-	-	PUNCT
fis-4789	576	20	tuning	tune	VERB
fis-4789	576	21	machine	machine	NOUN
fis-4789	576	22	learning	learning	NOUN
fis-4789	576	23	model	model	NOUN
fis-4789	576	24	,	,	PUNCT
fis-4789	576	25	eng	eng	PROPN
fis-4789	576	26	.	.	PROPN
fis-4789	576	27	struct	struct	PROPN
fis-4789	576	28	.	.	PUNCT
fis-4789	576	29	,	,	PUNCT
fis-4789	576	30	194(may	194(may	NUM
fis-4789	576	31	)	)	PUNCT
fis-4789	576	32	,	,	PUNCT
fis-4789	576	33	pp	pp	ADP
fis-4789	576	34	.	.	PUNCT
fis-4789	577	1	220–229	220–229	NUM
fis-4789	577	2	,	,	PUNCT
fis-4789	577	3	doi	doi	NOUN
fis-4789	577	4	:	:	PUNCT
fis-4789	577	5	10.1016	10.1016	NUM
fis-4789	577	6	/	/	SYM
fis-4789	577	7	j.engstruct.2019.05.048	j.engstruct.2019.05.048	NOUN
fis-4789	577	8	.	.	PUNCT
fis-4789	578	1	[	[	X
fis-4789	578	2	54	54	NUM
fis-4789	578	3	]	]	PUNCT
fis-4789	578	4	mangalathu	mangalathu	PROPN
fis-4789	578	5	,	,	PUNCT
fis-4789	578	6	s.	s.	PROPN
fis-4789	578	7	,	,	PUNCT
fis-4789	578	8	hwang	hwang	PROPN
fis-4789	578	9	,	,	PUNCT
fis-4789	578	10	s.h	s.h	PROPN
fis-4789	578	11	.	.	PROPN
fis-4789	578	12	,	,	PUNCT
fis-4789	578	13	choi	choi	PROPN
fis-4789	578	14	,	,	PUNCT
fis-4789	578	15	e.	e.	PROPN
fis-4789	578	16	,	,	PUNCT
fis-4789	578	17	jeon	jeon	PROPN
fis-4789	578	18	,	,	PUNCT
fis-4789	578	19	j.s	j.s	PROPN
fis-4789	578	20	.	.	PROPN
fis-4789	578	21	(	(	PUNCT
fis-4789	578	22	2019	2019	NUM
fis-4789	578	23	)	)	PUNCT
fis-4789	578	24	.	.	PUNCT
fis-4789	579	1	rapid	rapid	ADJ
fis-4789	579	2	seismic	seismic	ADJ
fis-4789	579	3	damage	damage	NOUN
fis-4789	579	4	evaluation	evaluation	NOUN
fis-4789	579	5	of	of	ADP
fis-4789	579	6	bridge	bridge	NOUN
fis-4789	579	7	portfolios	portfolio	NOUN
fis-4789	579	8	using	use	VERB
fis-4789	579	9	machine	machine	NOUN
fis-4789	579	10	learning	learning	NOUN
fis-4789	579	11	techniques	technique	NOUN
fis-4789	579	12	,	,	PUNCT
fis-4789	579	13	eng	eng	PROPN
fis-4789	579	14	.	.	PROPN
fis-4789	579	15	struct	struct	PROPN
fis-4789	579	16	.	.	PUNCT
fis-4789	579	17	,	,	PUNCT
fis-4789	579	18	201	201	NUM
fis-4789	579	19	,	,	PUNCT
fis-4789	579	20	pp	pp	ADV
fis-4789	579	21	.	.	PUNCT
fis-4789	579	22	109785	109785	NUM
fis-4789	579	23	,	,	PUNCT
fis-4789	579	24	doi	doi	NOUN
fis-4789	579	25	:	:	PUNCT
fis-4789	579	26	10.1016	10.1016	NUM
fis-4789	579	27	/	/	SYM
fis-4789	579	28	j.engstruct.2019.109785	j.engstruct.2019.109785	PROPN
fis-4789	579	29	.	.	PUNCT
fis-4789	580	1	[	[	X
fis-4789	580	2	55	55	NUM
fis-4789	580	3	]	]	SYM
fis-4789	580	4	bangaru	bangaru	NOUN
fis-4789	580	5	,	,	PUNCT
fis-4789	580	6	s.s	s.s	PROPN
fis-4789	580	7	.	.	PROPN
fis-4789	580	8	,	,	PUNCT
fis-4789	580	9	wang	wang	PROPN
fis-4789	580	10	,	,	PUNCT
fis-4789	580	11	c.	c.	PROPN
fis-4789	580	12	,	,	PUNCT
fis-4789	580	13	hassan	hassan	PROPN
fis-4789	580	14	,	,	PUNCT
fis-4789	580	15	m.	m.	NOUN
fis-4789	580	16	,	,	PUNCT
fis-4789	580	17	jeon	jeon	PROPN
fis-4789	580	18	,	,	PUNCT
fis-4789	580	19	h.w	h.w	PROPN
fis-4789	580	20	.	.	PROPN
fis-4789	580	21	,	,	PUNCT
fis-4789	580	22	ayiluri	ayiluri	PROPN
fis-4789	580	23	,	,	PUNCT
fis-4789	580	24	t.	t.	PROPN
fis-4789	580	25	(	(	PUNCT
fis-4789	580	26	2019	2019	NUM
fis-4789	580	27	)	)	PUNCT
fis-4789	580	28	.	.	PUNCT
fis-4789	581	1	estimation	estimation	NOUN
fis-4789	581	2	of	of	ADP
fis-4789	581	3	the	the	DET
fis-4789	581	4	degree	degree	NOUN
fis-4789	581	5	of	of	ADP
fis-4789	581	6	hydration	hydration	NOUN
fis-4789	581	7	of	of	ADP
fis-4789	581	8	concrete	concrete	NOUN
fis-4789	581	9	through	through	ADP
fis-4789	581	10	automated	automate	VERB
fis-4789	581	11	machine	machine	NOUN
fis-4789	581	12	learning	learning	NOUN
fis-4789	581	13	based	base	VERB
fis-4789	581	14	microstructure	microstructure	ADJ
fis-4789	581	15	analysis	analysis	NOUN
fis-4789	581	16	–	–	PUNCT
fis-4789	581	17	a	a	DET
fis-4789	581	18	study	study	NOUN
fis-4789	581	19	on	on	ADP
fis-4789	581	20	effect	effect	NOUN
fis-4789	581	21	of	of	ADP
fis-4789	581	22	image	image	NOUN
fis-4789	581	23	magnification	magnification	NOUN
fis-4789	581	24	,	,	PUNCT
fis-4789	581	25	adv	adv	PROPN
fis-4789	581	26	.	.	PUNCT
fis-4789	582	1	eng	eng	PROPN
fis-4789	582	2	.	.	PUNCT
fis-4789	583	1	informatics	informatics	PROPN
fis-4789	583	2	,	,	PUNCT
fis-4789	583	3	42	42	NUM
fis-4789	583	4	,	,	PUNCT
fis-4789	583	5	pp	pp	ADJ
fis-4789	583	6	.	.	PUNCT
fis-4789	584	1	100975	100975	NUM
fis-4789	584	2	,	,	PUNCT
fis-4789	584	3	doi	doi	NOUN
fis-4789	584	4	:	:	PUNCT
fis-4789	584	5	10.1016	10.1016	NUM
fis-4789	584	6	/	/	SYM
fis-4789	584	7	j.aei.2019.100975	j.aei.2019.100975	PROPN
fis-4789	584	8	.	.	PUNCT
fis-4789	585	1	[	[	X
fis-4789	585	2	56	56	NUM
fis-4789	585	3	]	]	X
fis-4789	585	4	tavana	tavana	PROPN
fis-4789	585	5	amlashi	amlashi	PROPN
fis-4789	585	6	,	,	PUNCT
fis-4789	585	7	a.	a.	NOUN
fis-4789	585	8	,	,	PUNCT
fis-4789	585	9	ghanizadeh	ghanizadeh	PROPN
fis-4789	585	10	,	,	PUNCT
fis-4789	585	11	a.r	a.r	PROPN
fis-4789	585	12	.	.	PROPN
fis-4789	585	13	,	,	PUNCT
fis-4789	585	14	abbaslou	abbaslou	PROPN
fis-4789	585	15	,	,	PUNCT
fis-4789	585	16	h.	h.	PROPN
fis-4789	585	17	,	,	PUNCT
fis-4789	585	18	alidoust	alidoust	PROPN
fis-4789	585	19	,	,	PUNCT
fis-4789	585	20	p.	p.	NOUN
fis-4789	585	21	(	(	PUNCT
fis-4789	585	22	2019	2019	NUM
fis-4789	585	23	)	)	PUNCT
fis-4789	585	24	.	.	PUNCT
fis-4789	586	1	developing	develop	VERB
fis-4789	586	2	three	three	NUM
fis-4789	586	3	hybrid	hybrid	ADJ
fis-4789	586	4	machine	machine	NOUN
fis-4789	586	5	learning	learn	VERB
fis-4789	586	6	algorithms	algorithm	NOUN
fis-4789	586	7	for	for	ADP
fis-4789	586	8	predicting	predict	VERB
fis-4789	586	9	the	the	DET
fis-4789	586	10	mechanical	mechanical	ADJ
fis-4789	586	11	properties	property	NOUN
fis-4789	586	12	of	of	ADP
fis-4789	586	13	plastic	plastic	ADJ
fis-4789	586	14	concrete	concrete	ADJ
fis-4789	586	15	samples	sample	NOUN
fis-4789	586	16	with	with	ADP
fis-4789	586	17	different	different	ADJ
fis-4789	586	18	geometries	geometry	NOUN
fis-4789	586	19	,	,	PUNCT
fis-4789	586	20	aut	aut	PROPN
fis-4789	586	21	j.	j.	PROPN
fis-4789	586	22	civ	civ	PROPN
fis-4789	586	23	.	.	PUNCT
fis-4789	587	1	eng	eng	PROPN
fis-4789	587	2	.	.	PROPN
fis-4789	587	3	,	,	PUNCT
fis-4789	587	4	0(1	0(1	NUM
fis-4789	587	5	)	)	PUNCT
fis-4789	587	6	,	,	PUNCT
fis-4789	587	7	pp	pp	ADJ
fis-4789	587	8	.	.	PUNCT
fis-4789	588	1	37–54	37–54	NUM
fis-4789	588	2	.	.	PUNCT
fis-4789	589	1	[	[	X
fis-4789	589	2	57	57	NUM
fis-4789	589	3	]	]	X
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fis-4789	589	5	,	,	PUNCT
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fis-4789	589	13	)	)	PUNCT
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fis-4789	590	10	-	-	PUNCT
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fis-4789	590	13	using	use	VERB
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fis-4789	590	16	approaches	approach	NOUN
fis-4789	590	17	,	,	PUNCT
fis-4789	590	18	comput	comput	NOUN
fis-4789	590	19	.	.	PUNCT
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fis-4789	591	2	.	.	PUNCT
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fis-4789	592	2	.	.	PUNCT
fis-4789	593	1	,	,	PUNCT
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fis-4789	593	3	)	)	PUNCT
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fis-4789	593	6	.	.	PUNCT
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fis-4789	594	2	,	,	PUNCT
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fis-4789	594	4	:	:	PUNCT
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fis-4789	594	6	/	/	SYM
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fis-4789	594	8	.	.	PUNCT
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fis-4789	595	11	(	(	PUNCT
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fis-4789	595	13	)	)	PUNCT
fis-4789	595	14	.	.	PUNCT
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fis-4789	596	5	honeycomb	honeycomb	NOUN
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fis-4789	596	8	concrete	concrete	ADJ
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fis-4789	596	11	a.	a.	PROPN
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fis-4789	596	13	et	et	PROPN
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fis-4789	596	17	ed	ed	PROPN
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fis-4789	596	20	,	,	PUNCT
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fis-4789	596	22	(	(	PUNCT
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fis-4789	596	24	)	)	PUNCT
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fis-4789	596	26	-	-	SYM
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fis-4789	596	28	;	;	PUNCT
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fis-4789	596	30	:	:	PUNCT
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fis-4789	596	32	/	/	SYM
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fis-4789	596	34	-	-	PUNCT
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fis-4789	597	4	-	-	ADJ
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fis-4789	597	7	in	in	ADP
fis-4789	597	8	civil	civil	ADJ
fis-4789	597	9	engineering	engineering	NOUN
fis-4789	597	10	(	(	PUNCT
fis-4789	597	11	ndt	ndt	PROPN
fis-4789	597	12	-	-	PUNCT
fis-4789	597	13	ce	ce	PROPN
fis-4789	597	14	)	)	PUNCT
fis-4789	597	15	,	,	PUNCT
fis-4789	597	16	p.	p.	NOUN
fis-4789	597	17	8	8	NUM
fis-4789	597	18	.	.	PUNCT
fis-4789	598	1	[	[	X
fis-4789	598	2	59	59	NUM
fis-4789	598	3	]	]	X
fis-4789	598	4	stentoumis	stentoumis	PROPN
fis-4789	598	5	,	,	PUNCT
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fis-4789	598	7	,	,	PUNCT
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fis-4789	598	9	,	,	PUNCT
fis-4789	598	10	e.	e.	PROPN
fis-4789	598	11	,	,	PUNCT
fis-4789	598	12	doulamis	doulamis	PROPN
fis-4789	598	13	,	,	PUNCT
fis-4789	598	14	a.	a.	NOUN
fis-4789	598	15	,	,	PUNCT
fis-4789	598	16	doulamis	doulamis	ADV
fis-4789	598	17	,	,	PUNCT
fis-4789	598	18	n.	n.	PROPN
fis-4789	598	19	(	(	PUNCT
fis-4789	598	20	2016	2016	NUM
fis-4789	598	21	)	)	PUNCT
fis-4789	598	22	.	.	PUNCT
fis-4789	599	1	a	a	DET
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fis-4789	599	3	approach	approach	NOUN
fis-4789	599	4	for	for	ADP
fis-4789	599	5	inspection	inspection	NOUN
fis-4789	599	6	of	of	ADP
fis-4789	599	7	civil	civil	ADJ
fis-4789	599	8	infrastructures	infrastructure	NOUN
fis-4789	599	9	based	base	VERB
fis-4789	599	10	on	on	ADP
fis-4789	599	11	computer	computer	NOUN
fis-4789	599	12	vision	vision	NOUN
fis-4789	599	13	techniques	technique	NOUN
fis-4789	599	14	,	,	PUNCT
fis-4789	599	15	int	int	NOUN
fis-4789	599	16	.	.	PUNCT
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fis-4789	600	2	.	.	PUNCT
fis-4789	601	1	photogramm	photogramm	PROPN
fis-4789	601	2	.	.	PUNCT
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fis-4789	602	5	.	.	PUNCT
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fis-4789	602	7	.	.	PUNCT
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fis-4789	603	2	.	.	PUNCT
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fis-4789	603	5	.	.	PUNCT
fis-4789	604	1	,	,	PUNCT
fis-4789	605	1	41(july	41(july	NUM
fis-4789	605	2	)	)	PUNCT
fis-4789	605	3	,	,	PUNCT
fis-4789	605	4	pp	pp	ADP
fis-4789	605	5	.	.	PUNCT
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fis-4789	606	2	,	,	PUNCT
fis-4789	606	3	doi	doi	NOUN
fis-4789	606	4	:	:	PUNCT
fis-4789	606	5	10.5194	10.5194	NUM
fis-4789	606	6	/	/	SYM
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fis-4789	606	8	-	-	PUNCT
fis-4789	606	9	xli	xli	PROPN
fis-4789	606	10	-	-	PUNCT
fis-4789	606	11	b5	b5	PROPN
fis-4789	606	12	-	-	PUNCT
fis-4789	606	13	131	131	NUM
fis-4789	606	14	-	-	SYM
fis-4789	606	15	2016	2016	NUM
fis-4789	606	16	.	.	PUNCT
fis-4789	607	1	[	[	X
fis-4789	607	2	60	60	NUM
fis-4789	607	3	]	]	X
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fis-4789	607	5	,	,	PUNCT
fis-4789	607	6	p.	p.	NOUN
fis-4789	607	7	,	,	PUNCT
fis-4789	607	8	olalusi	olalusi	PROPN
fis-4789	607	9	,	,	PUNCT
fis-4789	607	10	o.b	o.b	PROPN
fis-4789	607	11	.	.	PROPN
fis-4789	607	12	(	(	PUNCT
fis-4789	607	13	2021	2021	NUM
fis-4789	607	14	)	)	PUNCT
fis-4789	607	15	.	.	PUNCT
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fis-4789	608	6	at	at	ADP
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fis-4789	608	8	using	use	VERB
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fis-4789	608	11	techniques	technique	NOUN
fis-4789	608	12	,	,	PUNCT
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fis-4789	608	14	(	(	PUNCT
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fis-4789	608	16	)	)	PUNCT
fis-4789	608	17	.	.	PUNCT
fis-4789	608	18	,	,	PUNCT
fis-4789	608	19	14(1	14(1	NUM
fis-4789	608	20	)	)	PUNCT
fis-4789	608	21	,	,	PUNCT
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fis-4789	608	23	.	.	PUNCT
fis-4789	609	1	1–22	1–22	PROPN
fis-4789	609	2	,	,	PUNCT
fis-4789	609	3	doi	doi	NOUN
fis-4789	609	4	:	:	PUNCT
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fis-4789	609	6	/	/	SYM
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fis-4789	609	8	.	.	PUNCT
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fis-4789	610	5	,	,	PUNCT
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fis-4789	610	16	,	,	PUNCT
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fis-4789	610	18	,	,	PUNCT
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fis-4789	610	21	(	(	PUNCT
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fis-4789	610	24	.	.	PUNCT
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fis-4789	611	10	,	,	PUNCT
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fis-4789	611	12	.	.	PUNCT
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fis-4789	612	5	,	,	PUNCT
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fis-4789	612	7	.	.	PUNCT
fis-4789	613	1	120950	120950	NUM
fis-4789	613	2	,	,	PUNCT
fis-4789	613	3	doi	doi	NOUN
fis-4789	613	4	:	:	PUNCT
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fis-4789	613	6	/	/	SYM
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fis-4789	613	8	.	.	PUNCT
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fis-4789	614	5	,	,	PUNCT
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fis-4789	614	10	)	)	PUNCT
fis-4789	614	11	.	.	PUNCT
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fis-4789	614	28	,	,	PUNCT
fis-4789	614	29	iop	iop	PROPN
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fis-4789	614	31	.	.	PUNCT
fis-4789	615	1	ser	ser	PROPN
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fis-4789	616	2	.	.	PUNCT
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fis-4789	617	2	.	.	PUNCT
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fis-4789	618	2	.	.	PROPN
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fis-4789	618	4	784(1	784(1	NUM
fis-4789	618	5	)	)	PUNCT
fis-4789	618	6	,	,	PUNCT
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fis-4789	618	8	:	:	PUNCT
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fis-4789	618	10	-	-	NOUN
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fis-4789	618	12	.	.	PUNCT
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fis-4789	619	3	]	]	PUNCT
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fis-4789	619	8	,	,	PUNCT
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fis-4789	619	10	,	,	PUNCT
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fis-4789	619	14	,	,	PUNCT
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fis-4789	619	18	,	,	PUNCT
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fis-4789	619	20	(	(	PUNCT
fis-4789	619	21	2016	2016	NUM
fis-4789	619	22	)	)	PUNCT
fis-4789	619	23	.	.	PUNCT
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fis-4789	620	8	:	:	PUNCT
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fis-4789	620	14	creep	creep	PROPN
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fis-4789	620	16	,	,	PUNCT
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fis-4789	620	18	.	.	PUNCT
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fis-4789	621	2	.	.	PUNCT
fis-4789	621	3	,	,	PUNCT
fis-4789	621	4	70	70	NUM
fis-4789	621	5	,	,	PUNCT
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fis-4789	621	7	.	.	PUNCT
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fis-4789	622	2	,	,	PUNCT
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fis-4789	622	4	:	:	PUNCT
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fis-4789	622	6	/	/	SYM
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fis-4789	622	8	.	.	PUNCT
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fis-4789	623	2	64	64	NUM
fis-4789	623	3	]	]	X
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fis-4789	623	5	-	-	NOUN
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fis-4789	623	7	,	,	PUNCT
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fis-4789	623	9	,	,	PUNCT
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fis-4789	623	11	,	,	PUNCT
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fis-4789	623	13	,	,	PUNCT
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fis-4789	623	16	-	-	PUNCT
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fis-4789	623	18	,	,	PUNCT
fis-4789	623	19	j.	j.	PROPN
fis-4789	623	20	,	,	PUNCT
fis-4789	623	21	sáez	sáez	PROPN
fis-4789	623	22	,	,	PUNCT
fis-4789	623	23	a.	a.	NOUN
fis-4789	623	24	(	(	PUNCT
fis-4789	623	25	2020	2020	NUM
fis-4789	623	26	)	)	PUNCT
fis-4789	623	27	.	.	PUNCT
fis-4789	624	1	a	a	DET
fis-4789	624	2	collaborative	collaborative	ADJ
fis-4789	624	3	machine	machine	NOUN
fis-4789	624	4	learningoptimization	learningoptimization	NOUN
fis-4789	624	5	algorithm	algorithm	NOUN
fis-4789	624	6	to	to	PART
fis-4789	624	7	improve	improve	VERB
fis-4789	624	8	the	the	DET
fis-4789	624	9	finite	finite	PROPN
fis-4789	624	10	element	element	NOUN
fis-4789	624	11	model	model	NOUN
fis-4789	624	12	updating	updating	NOUN
fis-4789	624	13	of	of	ADP
fis-4789	624	14	civil	civil	ADJ
fis-4789	624	15	engineering	engineering	NOUN
fis-4789	624	16	structures	structure	NOUN
fis-4789	624	17	,	,	PUNCT
fis-4789	624	18	eng	eng	PROPN
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fis-4789	624	21	.	.	PUNCT
fis-4789	624	22	,	,	PUNCT
fis-4789	624	23	225	225	NUM
fis-4789	624	24	,	,	PUNCT
fis-4789	624	25	doi	doi	NOUN
fis-4789	624	26	:	:	PUNCT
fis-4789	624	27	10.1016	10.1016	NUM
fis-4789	624	28	/	/	SYM
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fis-4789	624	30	.	.	PUNCT
fis-4789	625	1	[	[	X
fis-4789	625	2	65	65	NUM
fis-4789	625	3	]	]	X
fis-4789	625	4	salami	salami	PROPN
fis-4789	625	5	,	,	PUNCT
fis-4789	625	6	b.a	b.a	PROPN
fis-4789	625	7	.	.	PROPN
fis-4789	625	8	,	,	PUNCT
fis-4789	625	9	rahman	rahman	PROPN
fis-4789	625	10	,	,	PUNCT
fis-4789	625	11	s.m	s.m	PROPN
fis-4789	625	12	.	.	PROPN
fis-4789	625	13	,	,	PUNCT
fis-4789	625	14	oyehan	oyehan	PROPN
fis-4789	625	15	,	,	PUNCT
fis-4789	625	16	t.a	t.a	PROPN
fis-4789	625	17	.	.	PROPN
fis-4789	625	18	,	,	PUNCT
fis-4789	625	19	maslehuddin	maslehuddin	NOUN
fis-4789	625	20	,	,	PUNCT
fis-4789	625	21	m.	m.	NOUN
fis-4789	625	22	,	,	PUNCT
fis-4789	625	23	al	al	PROPN
fis-4789	625	24	dulaijan	dulaijan	PROPN
fis-4789	625	25	,	,	PUNCT
fis-4789	625	26	s.u	s.u	PROPN
fis-4789	625	27	.	.	PROPN
fis-4789	625	28	(	(	PUNCT
fis-4789	625	29	2020	2020	NUM
fis-4789	625	30	)	)	PUNCT
fis-4789	625	31	.	.	PUNCT
fis-4789	626	1	ensemble	ensemble	ADJ
fis-4789	626	2	machine	machine	NOUN
fis-4789	626	3	learning	learning	NOUN
fis-4789	626	4	model	model	NOUN
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fis-4789	626	6	corrosion	corrosion	NOUN
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fis-4789	626	10	of	of	ADP
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fis-4789	626	12	steel	steel	NOUN
fis-4789	626	13	reinforced	reinforce	VERB
fis-4789	626	14	self	self	NOUN
fis-4789	626	15	-	-	PUNCT
fis-4789	626	16	compacting	compact	VERB
fis-4789	626	17	concrete	concrete	NOUN
fis-4789	626	18	,	,	PUNCT
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fis-4789	626	20	.	.	PUNCT
fis-4789	627	1	j.	j.	PROPN
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fis-4789	627	3	.	.	PUNCT
fis-4789	628	1	meas	meas	PROPN
fis-4789	628	2	.	.	PUNCT
fis-4789	629	1	confed	confed	PROPN
fis-4789	629	2	.	.	PROPN
fis-4789	629	3	,	,	PUNCT
fis-4789	629	4	165	165	NUM
fis-4789	629	5	,	,	PUNCT
fis-4789	629	6	pp	pp	ADJ
fis-4789	629	7	.	.	PUNCT
fis-4789	630	1	108141	108141	NUM
fis-4789	630	2	,	,	PUNCT
fis-4789	630	3	doi	doi	NOUN
fis-4789	630	4	:	:	PUNCT
fis-4789	630	5	10.1016	10.1016	NUM
fis-4789	630	6	/	/	SYM
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fis-4789	630	8	.	.	PUNCT
fis-4789	631	1	[	[	X
fis-4789	631	2	66	66	NUM
fis-4789	631	3	]	]	PUNCT
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fis-4789	631	5	,	,	PUNCT
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fis-4789	631	7	,	,	PUNCT
fis-4789	631	8	aravena	aravena	NOUN
fis-4789	631	9	pelizari	pelizari	PROPN
fis-4789	631	10	,	,	PUNCT
fis-4789	631	11	p.	p.	NOUN
fis-4789	631	12	,	,	PUNCT
fis-4789	631	13	marconcini	marconcini	PROPN
fis-4789	631	14	,	,	PUNCT
fis-4789	631	15	m.	m.	NOUN
fis-4789	631	16	,	,	PUNCT
fis-4789	631	17	sengara	sengara	NOUN
fis-4789	631	18	,	,	PUNCT
fis-4789	631	19	w.	w.	PROPN
fis-4789	631	20	,	,	PUNCT
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fis-4789	631	22	,	,	PUNCT
fis-4789	631	23	m.	m.	NOUN
fis-4789	631	24	,	,	PUNCT
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fis-4789	631	26	,	,	PUNCT
fis-4789	631	27	t.	t.	PROPN
fis-4789	631	28	,	,	PUNCT
fis-4789	631	29	taubenböck	taubenböck	NOUN
fis-4789	631	30	,	,	PUNCT
fis-4789	631	31	h.	h.	PROPN
fis-4789	631	32	(	(	PUNCT
fis-4789	631	33	2015	2015	NUM
fis-4789	631	34	)	)	PUNCT
fis-4789	631	35	.	.	PUNCT
fis-4789	632	1	estimation	estimation	NOUN
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fis-4789	632	14	machine	machine	NOUN
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fis-4789	632	21	.	.	PUNCT
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fis-4789	633	6	,	,	PUNCT
fis-4789	633	7	pp	pp	ADJ
fis-4789	633	8	.	.	PUNCT
fis-4789	634	1	175–188	175–188	NUM
fis-4789	634	2	,	,	PUNCT
fis-4789	634	3	doi	doi	NOUN
fis-4789	634	4	:	:	PUNCT
fis-4789	634	5	10.1016	10.1016	NUM
fis-4789	634	6	/	/	SYM
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fis-4789	634	8	.	.	PUNCT
fis-4789	635	1	[	[	X
fis-4789	635	2	67	67	NUM
fis-4789	635	3	]	]	X
fis-4789	635	4	taffese	taffese	PROPN
fis-4789	635	5	,	,	PUNCT
fis-4789	635	6	w.z	w.z	PROPN
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fis-4789	635	8	,	,	PUNCT
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fis-4789	635	10	,	,	PUNCT
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fis-4789	635	12	,	,	PUNCT
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fis-4789	635	14	,	,	PUNCT
fis-4789	635	15	j.	j.	PROPN
fis-4789	635	16	(	(	PUNCT
fis-4789	635	17	2015	2015	NUM
fis-4789	635	18	)	)	PUNCT
fis-4789	635	19	.	.	PUNCT
fis-4789	636	1	caprm	caprm	NOUN
fis-4789	636	2	:	:	PUNCT
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fis-4789	636	5	model	model	NOUN
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fis-4789	636	9	using	use	VERB
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fis-4789	636	13	,	,	PUNCT
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fis-4789	636	15	.	.	PUNCT
fis-4789	637	1	build	build	VERB
fis-4789	637	2	.	.	PUNCT
fis-4789	638	1	mater	mater	PROPN
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fis-4789	638	3	,	,	PUNCT
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fis-4789	638	5	,	,	PUNCT
fis-4789	638	6	pp	pp	ADJ
fis-4789	638	7	.	.	PUNCT
fis-4789	639	1	70–82	70–82	NUM
fis-4789	639	2	,	,	PUNCT
fis-4789	639	3	doi	doi	NOUN
fis-4789	639	4	:	:	PUNCT
fis-4789	639	5	10.1016	10.1016	NUM
fis-4789	639	6	/	/	SYM
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fis-4789	639	8	.	.	PUNCT
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fis-4789	640	5	,	,	PUNCT
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fis-4789	640	8	,	,	PUNCT
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fis-4789	640	10	,	,	PUNCT
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fis-4789	640	13	,	,	PUNCT
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fis-4789	640	19	,	,	PUNCT
fis-4789	640	20	r.j	r.j	PROPN
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fis-4789	640	22	,	,	PUNCT
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fis-4789	640	28	,	,	PUNCT
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fis-4789	640	30	(	(	PUNCT
fis-4789	640	31	2022	2022	NUM
fis-4789	640	32	)	)	PUNCT
fis-4789	640	33	.	.	PUNCT
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fis-4789	641	11	,	,	PUNCT
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fis-4789	641	13	.	.	PUNCT
fis-4789	642	1	syst	syst	PROPN
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fis-4789	642	5	.	.	PUNCT
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fis-4789	642	8	,	,	PUNCT
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fis-4789	642	10	.	.	PUNCT
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fis-4789	643	2	,	,	PUNCT
fis-4789	643	3	doi	doi	NOUN
fis-4789	643	4	:	:	PUNCT
fis-4789	643	5	10.1016	10.1016	NUM
fis-4789	643	6	/	/	SYM
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fis-4789	643	8	.	.	PUNCT
fis-4789	644	1	[	[	X
fis-4789	644	2	69	69	NUM
fis-4789	644	3	]	]	X
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fis-4789	644	5	,	,	PUNCT
fis-4789	644	6	b.	b.	PROPN
fis-4789	644	7	,	,	PUNCT
fis-4789	644	8	liyanapathirana	liyanapathirana	PROPN
fis-4789	644	9	,	,	PUNCT
fis-4789	644	10	r.	r.	PROPN
fis-4789	644	11	(	(	PUNCT
fis-4789	644	12	2020	2020	NUM
fis-4789	644	13	)	)	PUNCT
fis-4789	644	14	.	.	PUNCT
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fis-4789	645	8	,	,	PUNCT
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fis-4789	645	10	.	.	PUNCT
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fis-4789	646	3	.	.	PUNCT
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fis-4789	647	3	,	,	PUNCT
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fis-4789	647	5	.	.	PUNCT
fis-4789	648	1	3–24	3–24	NOUN
fis-4789	648	2	,	,	PUNCT
fis-4789	648	3	doi	doi	NOUN
fis-4789	648	4	:	:	PUNCT
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fis-4789	648	6	-	-	SYM
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fis-4789	648	8	-	-	PUNCT
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fis-4789	648	10	-	-	PUNCT
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fis-4789	648	12	-	-	SYM
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fis-4789	648	14	.	.	PUNCT
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fis-4789	649	13	,	,	PUNCT
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fis-4789	649	17	,	,	PUNCT
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fis-4789	649	23	(	(	PUNCT
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fis-4789	649	25	)	)	PUNCT
fis-4789	649	26	.	.	PUNCT
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fis-4789	650	12	,	,	PUNCT
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fis-4789	650	14	.	.	PUNCT
fis-4789	651	1	polish	polish	PROPN
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fis-4789	651	3	.	.	PUNCT
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fis-4789	652	4	.	.	PUNCT
fis-4789	653	1	sci	sci	PROPN
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fis-4789	653	3	,	,	PUNCT
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fis-4789	653	5	,	,	PUNCT
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fis-4789	653	7	:	:	PUNCT
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fis-4789	653	9	/	/	SYM
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fis-4789	653	11	.	.	PUNCT
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fis-4789	654	9	)	)	PUNCT
fis-4789	654	10	.	.	PUNCT
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fis-4789	655	5	structural	structural	ADJ
fis-4789	655	6	health	health	NOUN
fis-4789	655	7	monitoring	monitoring	NOUN
fis-4789	655	8	of	of	ADP
fis-4789	655	9	heritage	heritage	NOUN
fis-4789	655	10	buildings	building	NOUN
fis-4789	655	11	:	:	PUNCT
fis-4789	655	12	a	a	DET
fis-4789	655	13	state	state	NOUN
fis-4789	655	14	-	-	PUNCT
fis-4789	655	15	of	of	ADP
fis-4789	655	16	-	-	PUNCT
fis-4789	655	17	theart	theart	NOUN
fis-4789	655	18	review	review	NOUN
fis-4789	655	19	and	and	CCONJ
fis-4789	655	20	case	case	NOUN
fis-4789	655	21	studies	study	NOUN
fis-4789	655	22	,	,	PUNCT
fis-4789	655	23	j.	j.	PROPN
fis-4789	655	24	cult	cult	PROPN
fis-4789	655	25	.	.	PUNCT
fis-4789	655	26	herit	herit	PROPN
fis-4789	655	27	.	.	PUNCT
fis-4789	655	28	,	,	PUNCT
fis-4789	655	29	47	47	NUM
fis-4789	655	30	,	,	PUNCT
fis-4789	655	31	pp	pp	ADJ
fis-4789	655	32	.	.	PUNCT
fis-4789	656	1	227–245	227–245	NUM
fis-4789	656	2	,	,	PUNCT
fis-4789	656	3	doi	doi	NOUN
fis-4789	656	4	:	:	PUNCT
fis-4789	656	5	10.1016	10.1016	NUM
fis-4789	656	6	/	/	SYM
fis-4789	656	7	j.culher.2020.09.005	j.culher.2020.09.005	PROPN
fis-4789	656	8	.	.	PUNCT
fis-4789	657	1	[	[	X
fis-4789	657	2	72	72	NUM
fis-4789	657	3	]	]	X
fis-4789	657	4	ihn	ihn	PROPN
fis-4789	657	5	,	,	PUNCT
fis-4789	657	6	j.	j.	PROPN
fis-4789	657	7	,	,	PUNCT
fis-4789	657	8	chang	chang	PROPN
fis-4789	657	9	,	,	PUNCT
fis-4789	657	10	f.	f.	PROPN
fis-4789	657	11	(	(	PUNCT
fis-4789	657	12	2008	2008	NUM
fis-4789	657	13	)	)	PUNCT
fis-4789	657	14	.	.	PUNCT
fis-4789	658	1	pitch	pitch	NOUN
fis-4789	658	2	-	-	PUNCT
fis-4789	658	3	catch	catch	NOUN
fis-4789	658	4	active	active	ADJ
fis-4789	658	5	sensing	sense	VERB
fis-4789	658	6	methods	method	NOUN
fis-4789	658	7	in	in	ADP
fis-4789	658	8	structural	structural	ADJ
fis-4789	658	9	health	health	NOUN
fis-4789	658	10	monitoring	monitoring	NOUN
fis-4789	658	11	for	for	ADP
fis-4789	658	12	aircraft	aircraft	NOUN
fis-4789	658	13	structures	structure	NOUN
fis-4789	658	14	,	,	PUNCT
fis-4789	658	15	struct	struct	NOUN
fis-4789	658	16	.	.	PUNCT
fis-4789	659	1	heal	heal	NOUN
fis-4789	659	2	.	.	PUNCT
fis-4789	660	1	monit	monit	PROPN
fis-4789	660	2	.	.	PROPN
fis-4789	660	3	,	,	PUNCT
fis-4789	660	4	7(1	7(1	NUM
fis-4789	660	5	)	)	PUNCT
fis-4789	660	6	,	,	PUNCT
fis-4789	660	7	pp	pp	PROPN
fis-4789	660	8	.	.	PUNCT
fis-4789	661	1	5–15	5–15	NOUN
fis-4789	661	2	,	,	PUNCT
fis-4789	661	3	doi	doi	NOUN
fis-4789	661	4	:	:	PUNCT
fis-4789	661	5	10.1177/1475921707081979	10.1177/1475921707081979	NUM
fis-4789	661	6	.	.	PUNCT
fis-4789	662	1	[	[	X
fis-4789	662	2	73	73	NUM
fis-4789	662	3	]	]	X
fis-4789	662	4	martinez	martinez	PROPN
fis-4789	662	5	-	-	PUNCT
fis-4789	662	6	luengo	luengo	PROPN
fis-4789	662	7	,	,	PUNCT
fis-4789	662	8	m.	m.	NOUN
fis-4789	662	9	,	,	PUNCT
fis-4789	662	10	kolios	kolio	NOUN
fis-4789	662	11	,	,	PUNCT
fis-4789	662	12	a.	a.	PROPN
fis-4789	662	13	,	,	PUNCT
fis-4789	662	14	wang	wang	PROPN
fis-4789	662	15	,	,	PUNCT
fis-4789	662	16	l.	l.	PROPN
fis-4789	662	17	(	(	PUNCT
fis-4789	662	18	2016	2016	NUM
fis-4789	662	19	)	)	PUNCT
fis-4789	662	20	.	.	PUNCT
fis-4789	663	1	structural	structural	ADJ
fis-4789	663	2	health	health	NOUN
fis-4789	663	3	monitoring	monitoring	NOUN
fis-4789	663	4	of	of	ADP
fis-4789	663	5	offshore	offshore	ADJ
fis-4789	663	6	wind	wind	NOUN
fis-4789	663	7	turbines	turbine	NOUN
fis-4789	663	8	:	:	PUNCT
fis-4789	663	9	a	a	DET
fis-4789	663	10	review	review	NOUN
fis-4789	663	11	through	through	ADP
fis-4789	663	12	the	the	DET
fis-4789	663	13	statistical	statistical	ADJ
fis-4789	663	14	pattern	pattern	NOUN
fis-4789	663	15	recognition	recognition	NOUN
fis-4789	663	16	paradigm	paradigm	NOUN
fis-4789	663	17	,	,	PUNCT
fis-4789	663	18	renew	renew	NOUN
fis-4789	663	19	.	.	PUNCT
fis-4789	664	1	sustain	sustain	VERB
fis-4789	664	2	.	.	PUNCT
fis-4789	665	1	energy	energy	NOUN
fis-4789	665	2	rev	rev	PROPN
fis-4789	665	3	.	.	PROPN
fis-4789	665	4	,	,	PUNCT
fis-4789	665	5	64	64	NUM
fis-4789	665	6	,	,	PUNCT
fis-4789	665	7	pp	pp	ADJ
fis-4789	665	8	.	.	PUNCT
fis-4789	666	1	91–105	91–105	NUM
fis-4789	666	2	,	,	PUNCT
fis-4789	666	3	doi	doi	NOUN
fis-4789	666	4	:	:	PUNCT
fis-4789	666	5	10.1016	10.1016	NUM
fis-4789	666	6	/	/	SYM
fis-4789	666	7	j.rser.2016.05.085	j.rser.2016.05.085	PROPN
fis-4789	666	8	.	.	PUNCT
fis-4789	667	1	[	[	X
fis-4789	667	2	74	74	NUM
fis-4789	667	3	]	]	X
fis-4789	667	4	nick	nick	PROPN
fis-4789	667	5	,	,	PUNCT
fis-4789	667	6	w.	w.	PROPN
fis-4789	667	7	,	,	PUNCT
fis-4789	667	8	shelton	shelton	PROPN
fis-4789	667	9	,	,	PUNCT
fis-4789	667	10	j.	j.	PROPN
fis-4789	667	11	,	,	PUNCT
fis-4789	667	12	asamene	asamene	PROPN
fis-4789	667	13	,	,	PUNCT
fis-4789	667	14	k.	k.	PROPN
fis-4789	667	15	,	,	PUNCT
fis-4789	667	16	esterline	esterline	PROPN
fis-4789	667	17	,	,	PUNCT
fis-4789	667	18	a.	a.	NOUN
fis-4789	667	19	(	(	PUNCT
fis-4789	667	20	2015	2015	NUM
fis-4789	667	21	)	)	PUNCT
fis-4789	667	22	.	.	PUNCT
fis-4789	668	1	a	a	DET
fis-4789	668	2	study	study	NOUN
fis-4789	668	3	of	of	ADP
fis-4789	668	4	supervised	supervised	ADJ
fis-4789	668	5	machine	machine	NOUN
fis-4789	668	6	learning	learn	VERB
fis-4789	668	7	techniques	technique	NOUN
fis-4789	668	8	for	for	ADP
fis-4789	668	9	structural	structural	ADJ
fis-4789	668	10	health	health	NOUN
fis-4789	668	11	monitoring	monitoring	NOUN
fis-4789	668	12	,	,	PUNCT
fis-4789	668	13	ceur	ceur	NOUN
fis-4789	668	14	workshop	workshop	NOUN
fis-4789	668	15	proc	proc	NOUN
fis-4789	668	16	.	.	PROPN
fis-4789	668	17	,	,	PUNCT
fis-4789	668	18	1353	1353	NUM
fis-4789	668	19	,	,	PUNCT
fis-4789	668	20	pp	pp	ADV
fis-4789	668	21	.	.	PUNCT
fis-4789	669	1	133–138	133–138	NUM
fis-4789	669	2	.	.	PUNCT
fis-4789	670	1	[	[	X
fis-4789	670	2	75	75	NUM
fis-4789	670	3	]	]	X
fis-4789	670	4	albuthbahak	albuthbahak	PROPN
fis-4789	670	5	,	,	PUNCT
fis-4789	670	6	o.m	o.m	PROPN
fis-4789	670	7	.	.	PROPN
fis-4789	670	8	,	,	PUNCT
fis-4789	670	9	hiswa	hiswa	PROPN
fis-4789	670	10	,	,	PUNCT
fis-4789	670	11	a.a.m.r	a.a.m.r	PROPN
fis-4789	670	12	.	.	PROPN
fis-4789	670	13	(	(	PUNCT
fis-4789	670	14	2019	2019	NUM
fis-4789	670	15	)	)	PUNCT
fis-4789	670	16	.	.	PUNCT
fis-4789	671	1	prediction	prediction	NOUN
fis-4789	671	2	of	of	ADP
fis-4789	671	3	concrete	concrete	ADJ
fis-4789	671	4	compressive	compressive	ADJ
fis-4789	671	5	strength	strength	NOUN
fis-4789	671	6	using	use	VERB
fis-4789	671	7	supervised	supervised	ADJ
fis-4789	671	8	machine	machine	NOUN
fis-4789	671	9	learning	learning	NOUN
fis-4789	671	10	models	model	NOUN
fis-4789	671	11	through	through	ADP
fis-4789	671	12	ultrasonic	ultrasonic	ADJ
fis-4789	671	13	pulse	pulse	NOUN
fis-4789	671	14	velocity	velocity	NOUN
fis-4789	671	15	and	and	CCONJ
fis-4789	671	16	mix	mix	VERB
fis-4789	671	17	parameters	parameter	NOUN
fis-4789	671	18	,	,	PUNCT
fis-4789	671	19	rev	rev	PROPN
fis-4789	671	20	.	.	PROPN
fis-4789	671	21	rom	rom	PROPN
fis-4789	671	22	.	.	PUNCT
fis-4789	672	1	mater	mater	PROPN
fis-4789	672	2	.	.	PUNCT
fis-4789	672	3	rom	rom	PROPN
fis-4789	672	4	.	.	PUNCT
fis-4789	673	1	j.	j.	PROPN
fis-4789	673	2	mater	mater	PROPN
fis-4789	673	3	.	.	PROPN
fis-4789	673	4	,	,	PUNCT
fis-4789	673	5	49(2	49(2	NUM
fis-4789	673	6	)	)	PUNCT
fis-4789	673	7	,	,	PUNCT
fis-4789	673	8	pp	pp	PROPN
fis-4789	673	9	.	.	PUNCT
fis-4789	674	1	232	232	NUM
fis-4789	674	2	–	–	PUNCT
fis-4789	674	3	243	243	NUM
fis-4789	674	4	.	.	PUNCT
fis-4789	675	1	[	[	X
fis-4789	675	2	76	76	NUM
fis-4789	675	3	]	]	X
fis-4789	675	4	alamdari	alamdari	PROPN
fis-4789	675	5	,	,	PUNCT
fis-4789	675	6	m.m	m.m	PROPN
fis-4789	675	7	.	.	PROPN
fis-4789	675	8	,	,	PUNCT
fis-4789	675	9	khoa	khoa	PROPN
fis-4789	675	10	,	,	PUNCT
fis-4789	675	11	n.l.d	n.l.d	NOUN
fis-4789	675	12	.	.	PROPN
fis-4789	675	13	,	,	PUNCT
fis-4789	675	14	runcie	runcie	ADV
fis-4789	675	15	,	,	PUNCT
fis-4789	675	16	p.	p.	PROPN
fis-4789	675	17	,	,	PUNCT
fis-4789	675	18	mustapha	mustapha	PROPN
fis-4789	675	19	,	,	PUNCT
fis-4789	675	20	s.	s.	PROPN
fis-4789	675	21	,	,	PUNCT
fis-4789	675	22	dackermann	dackermann	PROPN
fis-4789	675	23	,	,	PUNCT
fis-4789	675	24	u.	u.	PROPN
fis-4789	675	25	,	,	PUNCT
fis-4789	675	26	li	li	PROPN
fis-4789	675	27	,	,	PUNCT
fis-4789	675	28	j.	j.	PROPN
fis-4789	675	29	,	,	PUNCT
fis-4789	675	30	nguyen	nguyen	PROPN
fis-4789	675	31	,	,	PUNCT
fis-4789	675	32	v.v	v.v	PROPN
fis-4789	675	33	.	.	PROPN
fis-4789	675	34	,	,	PUNCT
fis-4789	675	35	gu	gu	PROPN
fis-4789	675	36	,	,	PUNCT
fis-4789	675	37	x.	x.	PROPN
fis-4789	675	38	(	(	PUNCT
fis-4789	675	39	2014).application	2014).application	NUM
fis-4789	675	40	of	of	ADP
fis-4789	675	41	unsupervised	unsupervised	ADJ
fis-4789	675	42	support	support	NOUN
fis-4789	675	43	vector	vector	NOUN
fis-4789	675	44	machine	machine	NOUN
fis-4789	675	45	for	for	ADP
fis-4789	675	46	condition	condition	NOUN
fis-4789	675	47	assessment	assessment	NOUN
fis-4789	675	48	of	of	ADP
fis-4789	675	49	concrete	concrete	ADJ
fis-4789	675	50	structures	structure	NOUN
fis-4789	675	51	.	.	PUNCT
fis-4789	676	1	international	international	ADJ
fis-4789	676	2	conference	conference	NOUN
fis-4789	676	3	on	on	ADP
fis-4789	676	4	performance	performance	NOUN
fis-4789	676	5	-	-	PUNCT
fis-4789	676	6	based	base	VERB
fis-4789	676	7	and	and	CCONJ
fis-4789	676	8	life	life	NOUN
fis-4789	676	9	-	-	PUNCT
fis-4789	676	10	cycle	cycle	NOUN
fis-4789	676	11	structural	structural	ADJ
fis-4789	676	12	engineering	engineering	NOUN
fis-4789	676	13	,	,	PUNCT
fis-4789	676	14	pp	pp	ADJ
fis-4789	676	15	.	.	PUNCT
fis-4789	677	1	182–189	182–189	NUM
fis-4789	677	2	.	.	PUNCT
fis-4789	678	1	[	[	X
fis-4789	678	2	77	77	NUM
fis-4789	678	3	]	]	X
fis-4789	678	4	diez	diez	PROPN
fis-4789	678	5	,	,	PUNCT
fis-4789	678	6	a.	a.	NOUN
fis-4789	678	7	,	,	PUNCT
fis-4789	678	8	khoa	khoa	NOUN
fis-4789	678	9	,	,	PUNCT
fis-4789	678	10	n.l.d	n.l.d	NOUN
fis-4789	678	11	.	.	PROPN
fis-4789	678	12	,	,	PUNCT
fis-4789	678	13	makki	makki	PROPN
fis-4789	678	14	alamdari	alamdari	PROPN
fis-4789	678	15	,	,	PUNCT
fis-4789	678	16	m.	m.	NOUN
fis-4789	678	17	,	,	PUNCT
fis-4789	678	18	wang	wang	PROPN
fis-4789	678	19	,	,	PUNCT
fis-4789	678	20	y.	y.	PROPN
fis-4789	678	21	,	,	PUNCT
fis-4789	678	22	chen	chen	PROPN
fis-4789	678	23	,	,	PUNCT
fis-4789	678	24	f.	f.	PROPN
fis-4789	678	25	,	,	PUNCT
fis-4789	678	26	runcie	runcie	ADV
fis-4789	678	27	,	,	PUNCT
fis-4789	678	28	p.	p.	NOUN
fis-4789	678	29	(	(	PUNCT
fis-4789	678	30	2016	2016	NUM
fis-4789	678	31	)	)	PUNCT
fis-4789	678	32	.	.	PUNCT
fis-4789	679	1	a	a	DET
fis-4789	679	2	clustering	cluster	VERB
fis-4789	679	3	approach	approach	NOUN
fis-4789	679	4	for	for	ADP
fis-4789	679	5	structural	structural	ADJ
fis-4789	679	6	health	health	NOUN
fis-4789	679	7	monitoring	monitoring	NOUN
fis-4789	679	8	on	on	ADP
fis-4789	679	9	bridges	bridge	NOUN
fis-4789	679	10	,	,	PUNCT
fis-4789	679	11	j.	j.	PROPN
fis-4789	679	12	civ	civ	PROPN
fis-4789	679	13	.	.	PROPN
fis-4789	679	14	struct	struct	NOUN
fis-4789	679	15	.	.	PUNCT
fis-4789	680	1	heal	heal	NOUN
fis-4789	680	2	.	.	PUNCT
fis-4789	681	1	monit	monit	PROPN
fis-4789	681	2	.	.	PUNCT
fis-4789	681	3	,	,	PUNCT
fis-4789	681	4	6(3	6(3	NUM
fis-4789	681	5	)	)	PUNCT
fis-4789	681	6	,	,	PUNCT
fis-4789	681	7	pp	pp	ADP
fis-4789	681	8	.	.	PUNCT
fis-4789	682	1	429–445	429–445	NUM
fis-4789	682	2	,	,	PUNCT
fis-4789	682	3	doi	doi	NOUN
fis-4789	682	4	:	:	PUNCT
fis-4789	682	5	10.1007	10.1007	NUM
fis-4789	682	6	/	/	SYM
fis-4789	682	7	s13349	s13349	NOUN
fis-4789	682	8	-	-	PUNCT
fis-4789	682	9	016	016	NUM
fis-4789	682	10	-	-	PUNCT
fis-4789	682	11	0160	0160	NUM
fis-4789	682	12	-	-	PUNCT
fis-4789	682	13	0	0	NUM
fis-4789	682	14	.	.	PUNCT
fis-4789	683	1	[	[	X
fis-4789	683	2	78	78	NUM
fis-4789	683	3	]	]	X
fis-4789	683	4	ben	ben	PROPN
fis-4789	683	5	chaabene	chaabene	PROPN
fis-4789	683	6	,	,	PUNCT
fis-4789	683	7	w.	w.	PROPN
fis-4789	683	8	,	,	PUNCT
fis-4789	683	9	flah	flah	PROPN
fis-4789	683	10	,	,	PUNCT
fis-4789	683	11	m.	m.	NOUN
fis-4789	683	12	,	,	PUNCT
fis-4789	683	13	nehdi	nehdi	NOUN
fis-4789	683	14	,	,	PUNCT
fis-4789	683	15	m.l	m.l	PROPN
fis-4789	683	16	.	.	PUNCT
fis-4789	683	17	(	(	PUNCT
fis-4789	683	18	2020	2020	NUM
fis-4789	683	19	)	)	PUNCT
fis-4789	683	20	.	.	PUNCT
fis-4789	684	1	machine	machine	NOUN
fis-4789	684	2	learning	learn	VERB
fis-4789	684	3	prediction	prediction	NOUN
fis-4789	684	4	of	of	ADP
fis-4789	684	5	mechanical	mechanical	ADJ
fis-4789	684	6	properties	property	NOUN
fis-4789	684	7	of	of	ADP
fis-4789	684	8	concrete	concrete	NOUN
fis-4789	684	9	:	:	PUNCT
fis-4789	684	10	critical	critical	ADJ
fis-4789	684	11	review	review	NOUN
fis-4789	684	12	,	,	PUNCT
fis-4789	684	13	constr	constr	NOUN
fis-4789	684	14	.	.	PUNCT
fis-4789	685	1	build	build	VERB
fis-4789	685	2	.	.	PUNCT
fis-4789	686	1	mater	mater	NOUN
fis-4789	686	2	.	.	PROPN
fis-4789	686	3	,	,	PUNCT
fis-4789	686	4	260	260	NUM
fis-4789	686	5	,	,	PUNCT
fis-4789	686	6	pp	pp	ADJ
fis-4789	686	7	.	.	PUNCT
fis-4789	686	8	119889	119889	NUM
fis-4789	686	9	,	,	PUNCT
fis-4789	686	10	doi	doi	NOUN
fis-4789	686	11	:	:	PUNCT
fis-4789	686	12	10.1016	10.1016	NUM
fis-4789	686	13	/	/	SYM
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fis-4789	687	3	]	]	PUNCT
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fis-4789	687	5	,	,	PUNCT
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fis-4789	687	7	,	,	PUNCT
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fis-4789	687	9	,	,	PUNCT
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fis-4789	687	11	,	,	PUNCT
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fis-4789	687	14	,	,	PUNCT
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fis-4789	687	22	)	)	PUNCT
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fis-4789	688	13	-	-	PUNCT
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fis-4789	688	20	.	.	PUNCT
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fis-4789	689	2	.	.	PUNCT
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fis-4789	691	3	]	]	X
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fis-4789	691	8	,	,	PUNCT
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fis-4789	691	10	,	,	PUNCT
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fis-4789	691	19	,	,	PUNCT
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fis-4789	691	23	,	,	PUNCT
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fis-4789	691	33	(	(	PUNCT
fis-4789	691	34	2022	2022	NUM
fis-4789	691	35	)	)	PUNCT
fis-4789	691	36	.	.	PUNCT
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fis-4789	692	6	structural	structural	ADJ
fis-4789	692	7	health	health	NOUN
fis-4789	692	8	monitoring	monitoring	NOUN
fis-4789	692	9	by	by	ADP
fis-4789	692	10	using	use	VERB
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fis-4789	692	12	-	-	PUNCT
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fis-4789	692	19	,	,	PUNCT
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fis-4789	692	21	.	.	PUNCT
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fis-4789	693	4	,	,	PUNCT
fis-4789	693	5	81(24	81(24	NUM
fis-4789	693	6	)	)	PUNCT
fis-4789	693	7	,	,	PUNCT
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fis-4789	693	9	.	.	PUNCT
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fis-4789	694	2	,	,	PUNCT
fis-4789	694	3	doi	doi	NOUN
fis-4789	694	4	:	:	PUNCT
fis-4789	694	5	10.1007	10.1007	NUM
fis-4789	694	6	/	/	SYM
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fis-4789	694	8	-	-	PUNCT
fis-4789	694	9	021	021	NUM
fis-4789	694	10	-	-	PUNCT
fis-4789	694	11	11565	11565	NUM
fis-4789	694	12	-	-	PUNCT
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fis-4789	695	1	[	[	X
fis-4789	695	2	81	81	NUM
fis-4789	695	3	]	]	X
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fis-4789	695	5	,	,	PUNCT
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fis-4789	695	7	,	,	PUNCT
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fis-4789	695	9	,	,	PUNCT
fis-4789	695	10	m.	m.	NOUN
fis-4789	695	11	,	,	PUNCT
fis-4789	695	12	al	al	PROPN
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fis-4789	695	14	,	,	PUNCT
fis-4789	695	15	y.	y.	PROPN
fis-4789	695	16	(	(	PUNCT
fis-4789	695	17	2017	2017	NUM
fis-4789	695	18	)	)	PUNCT
fis-4789	695	19	.	.	PUNCT
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fis-4789	696	3	impedance	impedance	NOUN
fis-4789	696	4	and	and	CCONJ
fis-4789	696	5	extreme	extreme	ADJ
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fis-4789	696	7	machine	machine	NOUN
fis-4789	696	8	to	to	ADP
fis-4789	696	9	a.	a.	PROPN
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fis-4789	696	11	et	et	PROPN
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fis-4789	696	13	,	,	PUNCT
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fis-4789	696	15	ed	ed	PROPN
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fis-4789	696	18	,	,	PUNCT
fis-4789	696	19	69	69	NUM
fis-4789	696	20	(	(	PUNCT
fis-4789	696	21	2024	2024	NUM
fis-4789	696	22	)	)	PUNCT
fis-4789	696	23	43	43	NUM
fis-4789	696	24	-	-	SYM
fis-4789	696	25	59	59	NUM
fis-4789	696	26	;	;	PUNCT
fis-4789	696	27	doi	doi	NOUN
fis-4789	696	28	:	:	PUNCT
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fis-4789	696	30	/	/	SYM
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fis-4789	696	32	-	-	PUNCT
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fis-4789	696	41	,	,	PUNCT
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fis-4789	697	3	,	,	PUNCT
fis-4789	697	4	36(2	36(2	NUM
fis-4789	697	5	)	)	PUNCT
fis-4789	697	6	,	,	PUNCT
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fis-4789	697	8	.	.	PUNCT
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fis-4789	698	2	,	,	PUNCT
fis-4789	698	3	doi	doi	NOUN
fis-4789	698	4	:	:	PUNCT
fis-4789	698	5	10.1007	10.1007	NUM
fis-4789	698	6	/	/	SYM
fis-4789	698	7	s10921	s10921	NOUN
fis-4789	698	8	-	-	NOUN
fis-4789	698	9	017	017	NUM
fis-4789	698	10	-	-	PUNCT
fis-4789	698	11	0417	0417	NUM
fis-4789	698	12	-	-	SYM
fis-4789	698	13	5	5	NUM
fis-4789	698	14	.	.	PUNCT
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fis-4789	699	2	82	82	NUM
fis-4789	699	3	]	]	X
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fis-4789	699	5	,	,	PUNCT
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fis-4789	699	7	,	,	PUNCT
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fis-4789	699	9	,	,	PUNCT
fis-4789	699	10	h.k	h.k	PROPN
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fis-4789	699	12	(	(	PUNCT
fis-4789	699	13	2013	2013	NUM
fis-4789	699	14	)	)	PUNCT
fis-4789	699	15	.	.	PUNCT
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fis-4789	700	10	a	a	DET
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fis-4789	700	17	,	,	PUNCT
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fis-4789	700	19	.	.	PUNCT
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fis-4789	701	5	,	,	PUNCT
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fis-4789	701	7	,	,	PUNCT
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fis-4789	701	9	.	.	PUNCT
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fis-4789	702	2	,	,	PUNCT
fis-4789	702	3	doi	doi	NOUN
fis-4789	702	4	:	:	PUNCT
fis-4789	702	5	10.1016	10.1016	NUM
fis-4789	702	6	/	/	SYM
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fis-4789	702	8	.	.	PUNCT
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fis-4789	703	3	]	]	PUNCT
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fis-4789	703	5	,	,	PUNCT
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fis-4789	703	21	)	)	PUNCT
fis-4789	703	22	.	.	PUNCT
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fis-4789	704	13	and	and	CCONJ
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fis-4789	706	2	,	,	PUNCT
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fis-4789	706	4	:	:	PUNCT
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fis-4789	707	3	]	]	PUNCT
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fis-4789	707	15	)	)	PUNCT
fis-4789	707	16	.	.	PUNCT
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fis-4789	708	3	-	-	PUNCT
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fis-4789	708	13	,	,	PUNCT
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fis-4789	709	3	,	,	PUNCT
fis-4789	709	4	11(11	11(11	NUM
fis-4789	709	5	)	)	PUNCT
fis-4789	709	6	,	,	PUNCT
fis-4789	709	7	doi	doi	NOUN
fis-4789	709	8	:	:	PUNCT
fis-4789	709	9	10.3390	10.3390	NUM
fis-4789	709	10	/	/	SYM
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fis-4789	709	12	.	.	PUNCT
fis-4789	710	1	[	[	X
fis-4789	710	2	85	85	NUM
fis-4789	710	3	]	]	SYM
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fis-4789	710	5	,	,	PUNCT
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fis-4789	710	8	,	,	PUNCT
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fis-4789	710	10	,	,	PUNCT
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fis-4789	710	18	(	(	PUNCT
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fis-4789	710	21	.	.	PUNCT
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fis-4789	711	9	of	of	ADP
fis-4789	711	10	cracks	crack	NOUN
fis-4789	711	11	on	on	ADP
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fis-4789	711	13	surfaces	surface	NOUN
fis-4789	711	14	,	,	PUNCT
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fis-4789	714	4	,	,	PUNCT
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fis-4789	714	6	:	:	PUNCT
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fis-4789	714	8	.	.	PUNCT
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fis-4789	715	3	]	]	PUNCT
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fis-4789	715	5	,	,	PUNCT
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fis-4789	715	7	,	,	PUNCT
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fis-4789	715	10	j.	j.	PROPN
fis-4789	715	11	,	,	PUNCT
fis-4789	715	12	cho	cho	PROPN
fis-4789	715	13	,	,	PUNCT
fis-4789	715	14	g.c	g.c	PROPN
fis-4789	715	15	.	.	PROPN
fis-4789	715	16	,	,	PUNCT
fis-4789	715	17	lee	lee	PROPN
fis-4789	715	18	,	,	PUNCT
fis-4789	715	19	s.w	s.w	PROPN
fis-4789	715	20	.	.	PROPN
fis-4789	715	21	(	(	PUNCT
fis-4789	715	22	2020	2020	NUM
fis-4789	715	23	)	)	PUNCT
fis-4789	715	24	.	.	PUNCT
fis-4789	716	1	multiscale	multiscale	ADJ
fis-4789	716	2	and	and	CCONJ
fis-4789	716	3	adversarial	adversarial	ADJ
fis-4789	716	4	learning	learning	NOUN
fis-4789	716	5	-	-	PUNCT
fis-4789	716	6	based	base	VERB
fis-4789	716	7	semi	semi	ADJ
fis-4789	716	8	-	-	ADJ
fis-4789	716	9	supervised	supervised	ADJ
fis-4789	716	10	semantic	semantic	ADJ
fis-4789	716	11	segmentation	segmentation	NOUN
fis-4789	716	12	approach	approach	NOUN
fis-4789	716	13	for	for	ADP
fis-4789	716	14	crack	crack	NOUN
fis-4789	716	15	detection	detection	NOUN
fis-4789	716	16	in	in	ADP
fis-4789	716	17	concrete	concrete	ADJ
fis-4789	716	18	structures	structure	NOUN
fis-4789	716	19	,	,	PUNCT
fis-4789	716	20	ieee	ieee	NOUN
fis-4789	716	21	access	access	NOUN
fis-4789	716	22	,	,	PUNCT
fis-4789	716	23	8	8	NUM
fis-4789	716	24	,	,	PUNCT
fis-4789	716	25	pp	pp	ADJ
fis-4789	716	26	.	.	PUNCT
fis-4789	717	1	170939–170950	170939–170950	NUM
fis-4789	717	2	,	,	PUNCT
fis-4789	717	3	doi	doi	NOUN
fis-4789	717	4	:	:	PUNCT
fis-4789	717	5	10.1109	10.1109	NUM
fis-4789	717	6	/	/	SYM
fis-4789	717	7	access.2020.3022786	access.2020.3022786	NOUN
fis-4789	717	8	.	.	PUNCT
fis-4789	718	1	[	[	X
fis-4789	718	2	87	87	NUM
fis-4789	718	3	]	]	X
fis-4789	718	4	almeida	almeida	PROPN
fis-4789	718	5	,	,	PUNCT
fis-4789	718	6	v.a	v.a	PROPN
fis-4789	718	7	.	.	PROPN
fis-4789	718	8	,	,	PUNCT
fis-4789	718	9	figueiras	figueira	NOUN
fis-4789	718	10	,	,	PUNCT
fis-4789	718	11	j.a	j.a	PROPN
fis-4789	718	12	.	.	PROPN
fis-4789	718	13	,	,	PUNCT
fis-4789	718	14	farrar	farrar	PROPN
fis-4789	718	15	,	,	PUNCT
fis-4789	718	16	c.r	c.r	PROPN
fis-4789	718	17	.	.	PROPN
fis-4789	718	18	,	,	PUNCT
fis-4789	718	19	rebelo	rebelo	NOUN
fis-4789	718	20	,	,	PUNCT
fis-4789	718	21	s.	s.	PROPN
fis-4789	718	22	,	,	PUNCT
fis-4789	718	23	caetano	caetano	PROPN
fis-4789	718	24	,	,	PUNCT
fis-4789	718	25	e.d.s	e.d.s	X
fis-4789	718	26	.	.	PUNCT
fis-4789	719	1	(	(	PUNCT
fis-4789	719	2	2010).damage	2010).damage	NUM
fis-4789	719	3	identification	identification	NOUN
fis-4789	719	4	in	in	ADP
fis-4789	719	5	civil	civil	ADJ
fis-4789	719	6	engineering	engineering	NOUN
fis-4789	719	7	infrastructure	infrastructure	NOUN
fis-4789	719	8	under	under	ADP
fis-4789	719	9	operational	operational	ADJ
fis-4789	719	10	and	and	CCONJ
fis-4789	719	11	environmental	environmental	ADJ
fis-4789	719	12	conditions	condition	NOUN
fis-4789	719	13	a	a	DET
fis-4789	719	14	dissertation	dissertation	NOUN
fis-4789	719	15	submitted	submit	VERB
fis-4789	719	16	in	in	ADP
fis-4789	719	17	satisfaction	satisfaction	NOUN
fis-4789	719	18	of	of	ADP
fis-4789	719	19	the	the	DET
fis-4789	719	20	requirements	requirement	NOUN
fis-4789	719	21	of	of	ADP
fis-4789	719	22	the	the	DET
fis-4789	719	23	degree	degree	NOUN
fis-4789	719	24	doctor	doctor	NOUN
fis-4789	719	25	of	of	ADP
fis-4789	719	26	philosophy	philosophy	NOUN
fis-4789	719	27	in	in	ADP
fis-4789	719	28	civil	civil	ADJ
fis-4789	719	29	engineering	engineering	NOUN
fis-4789	719	30	by	by	ADP
fis-4789	719	31	.	.	PUNCT
fis-4789	720	1	university	university	NOUN
fis-4789	720	2	of	of	ADP
fis-4789	720	3	porto	porto	PROPN
fis-4789	720	4	.	.	PUNCT
fis-4789	721	1	[	[	X
fis-4789	721	2	88	88	NUM
fis-4789	721	3	]	]	PUNCT
fis-4789	721	4	smarsly	smarsly	NOUN
fis-4789	721	5	,	,	PUNCT
fis-4789	721	6	k.	k.	PROPN
fis-4789	721	7	,	,	PUNCT
fis-4789	721	8	dragos	dragos	PROPN
fis-4789	721	9	,	,	PUNCT
fis-4789	721	10	k.	k.	PROPN
fis-4789	721	11	,	,	PUNCT
fis-4789	721	12	wiggenbrock	wiggenbrock	PROPN
fis-4789	721	13	,	,	PUNCT
fis-4789	721	14	j.	j.	PROPN
fis-4789	721	15	(	(	PUNCT
fis-4789	721	16	2016	2016	NUM
fis-4789	721	17	)	)	PUNCT
fis-4789	721	18	.	.	PUNCT
fis-4789	722	1	machine	machine	NOUN
fis-4789	722	2	learning	learn	VERB
fis-4789	722	3	techniques	technique	NOUN
fis-4789	722	4	for	for	ADP
fis-4789	722	5	structural	structural	ADJ
fis-4789	722	6	health	health	NOUN
fis-4789	722	7	monitoring	monitoring	NOUN
fis-4789	722	8	,	,	PUNCT
fis-4789	722	9	8th	8th	ADJ
fis-4789	722	10	eur	eur	NOUN
fis-4789	722	11	.	.	PUNCT
fis-4789	723	1	work	work	NOUN
fis-4789	723	2	.	.	PUNCT
fis-4789	724	1	struct	struct	NOUN
fis-4789	724	2	.	.	PUNCT
fis-4789	725	1	heal	heal	NOUN
fis-4789	725	2	.	.	PUNCT
fis-4789	726	1	monit	monit	PROPN
fis-4789	726	2	.	.	PUNCT
fis-4789	727	1	ewshm	ewshm	PROPN
fis-4789	727	2	2016	2016	NUM
fis-4789	727	3	,	,	PUNCT
fis-4789	727	4	2	2	NUM
fis-4789	727	5	,	,	PUNCT
fis-4789	727	6	pp	pp	ADJ
fis-4789	727	7	.	.	PUNCT
fis-4789	728	1	1522–31	1522–31	NUM
fis-4789	728	2	.	.	PUNCT
fis-4789	729	1	[	[	X
fis-4789	729	2	89	89	NUM
fis-4789	729	3	]	]	SYM
fis-4789	729	4	yuan	yuan	NOUN
fis-4789	729	5	,	,	PUNCT
fis-4789	729	6	f.-g	f.-g	PROPN
fis-4789	729	7	.	.	PUNCT
fis-4789	729	8	,	,	PUNCT
fis-4789	729	9	zargar	zargar	NOUN
fis-4789	729	10	,	,	PUNCT
fis-4789	729	11	s.a	s.a	PROPN
fis-4789	729	12	.	.	PROPN
fis-4789	729	13	,	,	PUNCT
fis-4789	729	14	chen	chen	PROPN
fis-4789	729	15	,	,	PUNCT
fis-4789	729	16	q.	q.	PROPN
fis-4789	729	17	,	,	PUNCT
fis-4789	729	18	wang	wang	PROPN
fis-4789	729	19	,	,	PUNCT
fis-4789	729	20	s.	s.	PROPN
fis-4789	729	21	(	(	PUNCT
fis-4789	729	22	2020	2020	NUM
fis-4789	729	23	)	)	PUNCT
fis-4789	729	24	.	.	PUNCT
fis-4789	730	1	machine	machine	NOUN
fis-4789	730	2	learning	learn	VERB
fis-4789	730	3	for	for	ADP
fis-4789	730	4	structural	structural	ADJ
fis-4789	730	5	health	health	NOUN
fis-4789	730	6	monitoring	monitoring	NOUN
fis-4789	730	7	:	:	PUNCT
fis-4789	730	8	challenges	challenge	NOUN
fis-4789	730	9	and	and	CCONJ
fis-4789	730	10	opportunities	opportunity	NOUN
fis-4789	730	11	.	.	PUNCT
fis-4789	731	1	sensors	sensor	NOUN
fis-4789	731	2	and	and	CCONJ
fis-4789	731	3	smart	smart	ADJ
fis-4789	731	4	structures	structure	NOUN
fis-4789	731	5	technologies	technology	NOUN
fis-4789	731	6	for	for	ADP
fis-4789	731	7	civil	civil	ADJ
fis-4789	731	8	,	,	PUNCT
fis-4789	731	9	mechanical	mechanical	ADJ
fis-4789	731	10	,	,	PUNCT
fis-4789	731	11	and	and	CCONJ
fis-4789	731	12	aerospace	aerospace	NOUN
fis-4789	731	13	systems	system	NOUN
fis-4789	731	14	2020	2020	NUM
fis-4789	731	15	,	,	PUNCT
fis-4789	731	16	1137903	1137903	NUM
fis-4789	731	17	,	,	PUNCT
fis-4789	731	18	p.	p.	NOUN
fis-4789	731	19	2	2	NUM
fis-4789	731	20	.	.	PUNCT
fis-4789	732	1	[	[	X
fis-4789	732	2	90	90	NUM
fis-4789	732	3	]	]	SYM
fis-4789	732	4	kekez	kekez	PROPN
fis-4789	732	5	,	,	PUNCT
fis-4789	732	6	s.	s.	PROPN
fis-4789	732	7	,	,	PUNCT
fis-4789	732	8	kubica	kubica	PROPN
fis-4789	732	9	,	,	PUNCT
fis-4789	732	10	j.	j.	PROPN
fis-4789	732	11	(	(	PUNCT
fis-4789	732	12	2020	2020	NUM
fis-4789	732	13	)	)	PUNCT
fis-4789	732	14	.	.	PUNCT
fis-4789	733	1	connecting	connect	VERB
fis-4789	733	2	concrete	concrete	ADJ
fis-4789	733	3	technology	technology	NOUN
fis-4789	733	4	and	and	CCONJ
fis-4789	733	5	machine	machine	NOUN
fis-4789	733	6	learning	learning	NOUN
fis-4789	733	7	:	:	PUNCT
fis-4789	733	8	proposal	proposal	NOUN
fis-4789	733	9	for	for	ADP
fis-4789	733	10	application	application	NOUN
fis-4789	733	11	of	of	ADP
fis-4789	733	12	anns	anns	NOUN
fis-4789	733	13	and	and	CCONJ
fis-4789	733	14	cnt	cnt	ADJ
fis-4789	733	15	/	/	SYM
fis-4789	733	16	concrete	concrete	ADJ
fis-4789	733	17	composites	composite	NOUN
fis-4789	733	18	in	in	ADP
fis-4789	733	19	structural	structural	ADJ
fis-4789	733	20	health	health	NOUN
fis-4789	733	21	monitoring	monitoring	NOUN
fis-4789	733	22	,	,	PUNCT
fis-4789	733	23	rsc	rsc	PROPN
fis-4789	733	24	adv	adv	PROPN
fis-4789	733	25	.	.	PROPN
fis-4789	733	26	,	,	PUNCT
fis-4789	733	27	10(39	10(39	NUM
fis-4789	733	28	)	)	PUNCT
fis-4789	733	29	,	,	PUNCT
fis-4789	733	30	pp	pp	PROPN
fis-4789	733	31	.	.	PUNCT
fis-4789	734	1	23038–23048	23038–23048	NUM
fis-4789	734	2	,	,	PUNCT
fis-4789	734	3	doi	doi	NOUN
fis-4789	734	4	:	:	PUNCT
fis-4789	734	5	10.1039	10.1039	NUM
fis-4789	734	6	/	/	SYM
fis-4789	734	7	d0ra03450a	d0ra03450a	PROPN
fis-4789	734	8	.	.	PUNCT
fis-4789	735	1	[	[	X
fis-4789	735	2	91	91	NUM
fis-4789	735	3	]	]	X
fis-4789	735	4	azimi	azimi	PROPN
fis-4789	735	5	,	,	PUNCT
fis-4789	735	6	m.	m.	NOUN
fis-4789	735	7	,	,	PUNCT
fis-4789	735	8	eslamlou	eslamlou	ADJ
fis-4789	735	9	,	,	PUNCT
fis-4789	735	10	a.d	a.d	PROPN
fis-4789	735	11	.	.	PROPN
fis-4789	735	12	,	,	PUNCT
fis-4789	735	13	pekcan	pekcan	NOUN
fis-4789	735	14	,	,	PUNCT
fis-4789	735	15	g.	g.	PROPN
fis-4789	735	16	(	(	PUNCT
fis-4789	735	17	2020	2020	NUM
fis-4789	735	18	)	)	PUNCT
fis-4789	735	19	.	.	PUNCT
fis-4789	736	1	data	data	NOUN
fis-4789	736	2	-	-	PUNCT
fis-4789	736	3	driven	drive	VERB
fis-4789	736	4	structural	structural	ADJ
fis-4789	736	5	health	health	NOUN
fis-4789	736	6	monitoring	monitoring	NOUN
fis-4789	736	7	and	and	CCONJ
fis-4789	736	8	damage	damage	NOUN
fis-4789	736	9	detection	detection	NOUN
fis-4789	736	10	through	through	ADP
fis-4789	736	11	deep	deep	ADJ
fis-4789	736	12	learning	learning	NOUN
fis-4789	736	13	:	:	PUNCT
fis-4789	736	14	state	state	NOUN
fis-4789	736	15	-	-	PUNCT
fis-4789	736	16	oftheart	oftheart	PROPN
fis-4789	736	17	review	review	NOUN
fis-4789	736	18	,	,	PUNCT
fis-4789	736	19	sensors	sensor	NOUN
fis-4789	736	20	(	(	PUNCT
fis-4789	736	21	switzerland	switzerland	PROPN
fis-4789	736	22	)	)	PUNCT
fis-4789	736	23	,	,	PUNCT
fis-4789	736	24	20(10	20(10	NUM
fis-4789	736	25	)	)	PUNCT
fis-4789	736	26	,	,	PUNCT
fis-4789	736	27	pp	pp	ADP
fis-4789	736	28	.	.	PUNCT
fis-4789	737	1	2778	2778	NUM
fis-4789	737	2	,	,	PUNCT
fis-4789	737	3	doi	doi	NOUN
fis-4789	737	4	:	:	PUNCT
fis-4789	737	5	10.3390	10.3390	NUM
fis-4789	737	6	/	/	SYM
fis-4789	737	7	s20102778	s20102778	NOUN
fis-4789	737	8	.	.	PUNCT
fis-4789	738	1	[	[	X
fis-4789	738	2	92	92	NUM
fis-4789	738	3	]	]	X
fis-4789	738	4	taffese	taffese	PROPN
fis-4789	738	5	,	,	PUNCT
fis-4789	738	6	w.z	w.z	PROPN
fis-4789	738	7	.	.	PROPN
fis-4789	738	8	,	,	PUNCT
fis-4789	738	9	sistonen	sistonen	PROPN
fis-4789	738	10	,	,	PUNCT
fis-4789	738	11	e.	e.	PROPN
fis-4789	738	12	(	(	PUNCT
fis-4789	738	13	2017	2017	NUM
fis-4789	738	14	)	)	PUNCT
fis-4789	738	15	.	.	PUNCT
fis-4789	739	1	machine	machine	NOUN
fis-4789	739	2	learning	learn	VERB
fis-4789	739	3	for	for	ADP
fis-4789	739	4	durability	durability	NOUN
fis-4789	739	5	and	and	CCONJ
fis-4789	739	6	service	service	NOUN
fis-4789	739	7	-	-	PUNCT
fis-4789	739	8	life	life	NOUN
fis-4789	739	9	assessment	assessment	NOUN
fis-4789	739	10	of	of	ADP
fis-4789	739	11	reinforced	reinforce	VERB
fis-4789	739	12	concrete	concrete	ADJ
fis-4789	739	13	structures	structure	NOUN
fis-4789	739	14	:	:	PUNCT
fis-4789	739	15	recent	recent	ADJ
fis-4789	739	16	advances	advance	NOUN
fis-4789	739	17	and	and	CCONJ
fis-4789	739	18	future	future	ADJ
fis-4789	739	19	directions	direction	NOUN
fis-4789	739	20	,	,	PUNCT
fis-4789	739	21	autom	autom	PROPN
fis-4789	739	22	.	.	PUNCT
fis-4789	740	1	constr	constr	PROPN
fis-4789	740	2	.	.	PUNCT
fis-4789	740	3	,	,	PUNCT
fis-4789	740	4	77	77	NUM
fis-4789	740	5	,	,	PUNCT
fis-4789	740	6	pp	pp	PROPN
fis-4789	740	7	.	.	PUNCT
fis-4789	741	1	1–14	1–14	PROPN
fis-4789	741	2	,	,	PUNCT
fis-4789	741	3	doi	doi	PROPN
fis-4789	741	4	:	:	PUNCT
fis-4789	741	5	10.1016	10.1016	NUM
fis-4789	741	6	/	/	SYM
fis-4789	741	7	j.autcon.2017.01.016	j.autcon.2017.01.016	PROPN
fis-4789	741	8	.	.	PUNCT
fis-4789	742	1	[	[	X
fis-4789	742	2	93	93	NUM
fis-4789	742	3	]	]	X
fis-4789	742	4	sanchez	sanchez	PROPN
fis-4789	742	5	,	,	PUNCT
fis-4789	742	6	l.a	l.a	PROPN
fis-4789	742	7	.	.	PROPN
fis-4789	742	8	(	(	PUNCT
fis-4789	742	9	2017	2017	NUM
fis-4789	742	10	)	)	PUNCT
fis-4789	742	11	.	.	PUNCT
fis-4789	743	1	a	a	DET
fis-4789	743	2	system	system	NOUN
fis-4789	743	3	for	for	ADP
fis-4789	743	4	crack	crack	NOUN
fis-4789	743	5	pattern	pattern	NOUN
fis-4789	743	6	detection	detection	NOUN
fis-4789	743	7	,	,	PUNCT
fis-4789	743	8	characterization	characterization	NOUN
fis-4789	743	9	and	and	CCONJ
fis-4789	743	10	diagnosis	diagnosis	NOUN
fis-4789	743	11	in	in	ADP
fis-4789	743	12	concrete	concrete	ADJ
fis-4789	743	13	structures	structure	NOUN
fis-4789	743	14	by	by	ADP
fis-4789	743	15	means	mean	NOUN
fis-4789	743	16	of	of	ADP
fis-4789	743	17	image	image	NOUN
fis-4789	743	18	processing	processing	NOUN
fis-4789	743	19	and	and	CCONJ
fis-4789	743	20	machine	machine	NOUN
fis-4789	743	21	learning	learn	VERB
fis-4789	743	22	techniques	technique	NOUN
fis-4789	743	23	.	.	PUNCT
fis-4789	744	1	universitat	universitat	PROPN
fis-4789	744	2	politècnica	politècnica	PROPN
fis-4789	744	3	de	de	PROPN
fis-4789	744	4	catalunya	catalunya	PROPN
fis-4789	744	5	.	.	PUNCT
fis-4789	745	1	[	[	X
fis-4789	745	2	94	94	NUM
fis-4789	745	3	]	]	PUNCT
fis-4789	745	4	moughty	moughty	PROPN
fis-4789	745	5	,	,	PUNCT
fis-4789	745	6	j.j	j.j	PROPN
fis-4789	745	7	.	.	PROPN
fis-4789	745	8	,	,	PUNCT
fis-4789	745	9	casas	casas	PROPN
fis-4789	745	10	,	,	PUNCT
fis-4789	745	11	j.r	j.r	PROPN
fis-4789	745	12	.	.	PROPN
fis-4789	745	13	(	(	PUNCT
fis-4789	745	14	2017	2017	NUM
fis-4789	745	15	)	)	PUNCT
fis-4789	745	16	.	.	PUNCT
fis-4789	746	1	a	a	DET
fis-4789	746	2	state	state	NOUN
fis-4789	746	3	of	of	ADP
fis-4789	746	4	the	the	DET
fis-4789	746	5	art	art	NOUN
fis-4789	746	6	review	review	NOUN
fis-4789	746	7	of	of	ADP
fis-4789	746	8	modal	modal	NOUN
fis-4789	746	9	-	-	PUNCT
fis-4789	746	10	based	base	VERB
fis-4789	746	11	damage	damage	NOUN
fis-4789	746	12	detection	detection	NOUN
fis-4789	746	13	in	in	ADP
fis-4789	746	14	bridges	bridge	NOUN
fis-4789	746	15	:	:	PUNCT
fis-4789	746	16	development	development	NOUN
fis-4789	746	17	,	,	PUNCT
fis-4789	746	18	challenges	challenge	NOUN
fis-4789	746	19	,	,	PUNCT
fis-4789	746	20	and	and	CCONJ
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fis-4789	746	22	,	,	PUNCT
fis-4789	746	23	appl	appl	PROPN
fis-4789	746	24	.	.	PUNCT
fis-4789	747	1	sci	sci	PROPN
fis-4789	747	2	.	.	PROPN
fis-4789	747	3	,	,	PUNCT
fis-4789	747	4	7(5	7(5	NUM
fis-4789	747	5	)	)	PUNCT
fis-4789	747	6	,	,	PUNCT
fis-4789	747	7	doi	doi	NOUN
fis-4789	747	8	:	:	PUNCT
fis-4789	747	9	10.3390	10.3390	NUM
fis-4789	747	10	/	/	SYM
fis-4789	747	11	app7050510	app7050510	ADJ
fis-4789	747	12	.	.	PUNCT
fis-4789	748	1	[	[	X
fis-4789	748	2	95	95	NUM
fis-4789	748	3	]	]	X
fis-4789	748	4	kulkarni	kulkarni	PROPN
fis-4789	748	5	,	,	PUNCT
fis-4789	748	6	p.	p.	PROPN
fis-4789	748	7	,	,	PUNCT
fis-4789	748	8	londhe	londhe	PROPN
fis-4789	748	9	,	,	PUNCT
fis-4789	748	10	s.n	s.n	PROPN
fis-4789	748	11	.	.	PROPN
fis-4789	748	12	(	(	PUNCT
fis-4789	748	13	2018	2018	NUM
fis-4789	748	14	)	)	PUNCT
fis-4789	748	15	.	.	PUNCT
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fis-4789	749	2	strength	strength	NOUN
fis-4789	749	3	prediction	prediction	NOUN
fis-4789	749	4	using	use	VERB
fis-4789	749	5	artificial	artificial	ADJ
fis-4789	749	6	neural	neural	ADJ
fis-4789	749	7	network	network	NOUN
fis-4789	749	8	and	and	CCONJ
fis-4789	749	9	genetic	genetic	ADJ
fis-4789	749	10	programming	programming	NOUN
fis-4789	749	11	,	,	PUNCT
fis-4789	749	12	chall	chall	NOUN
fis-4789	749	13	.	.	PUNCT
fis-4789	750	1	j.	j.	PROPN
fis-4789	750	2	concr	concr	PROPN
fis-4789	750	3	.	.	PUNCT
fis-4789	751	1	res	re	NOUN
fis-4789	751	2	.	.	PUNCT
fis-4789	752	1	lett	lett	PROPN
fis-4789	752	2	.	.	PROPN
fis-4789	752	3	,	,	PUNCT
fis-4789	752	4	9(3	9(3	NUM
fis-4789	752	5	)	)	PUNCT
fis-4789	752	6	,	,	PUNCT
fis-4789	752	7	pp	pp	ADP
fis-4789	752	8	.	.	PUNCT
fis-4789	753	1	75	75	NUM
fis-4789	753	2	,	,	PUNCT
fis-4789	753	3	doi	doi	NOUN
fis-4789	753	4	:	:	PUNCT
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fis-4789	753	6	/	/	SYM
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fis-4789	753	8	.	.	PUNCT
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fis-4789	754	3	]	]	X
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fis-4789	754	5	,	,	PUNCT
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fis-4789	754	7	,	,	PUNCT
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fis-4789	754	9	,	,	PUNCT
fis-4789	754	10	a.	a.	PROPN
fis-4789	754	11	,	,	PUNCT
fis-4789	754	12	ibrahim	ibrahim	PROPN
fis-4789	754	13	,	,	PUNCT
fis-4789	754	14	y.e	y.e	PROPN
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fis-4789	754	16	,	,	PUNCT
fis-4789	754	17	anjum	anjum	PROPN
fis-4789	754	18	,	,	PUNCT
fis-4789	754	19	a.	a.	NOUN
fis-4789	754	20	,	,	PUNCT
fis-4789	754	21	hrairi	hrairi	NOUN
fis-4789	754	22	,	,	PUNCT
fis-4789	754	23	m.	m.	NOUN
fis-4789	754	24	,	,	PUNCT
fis-4789	754	25	parveez	parveez	PROPN
fis-4789	754	26	,	,	PUNCT
fis-4789	754	27	b.	b.	PROPN
fis-4789	754	28	,	,	PUNCT
fis-4789	754	29	parveen	parveen	PROPN
fis-4789	754	30	,	,	PUNCT
fis-4789	754	31	n.	n.	NOUN
fis-4789	754	32	,	,	PUNCT
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fis-4789	754	34	,	,	PUNCT
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fis-4789	754	37	(	(	PUNCT
fis-4789	754	38	2021	2021	NUM
fis-4789	754	39	)	)	PUNCT
fis-4789	754	40	.	.	PUNCT
fis-4789	755	1	a	a	DET
fis-4789	755	2	systematic	systematic	ADJ
fis-4789	755	3	review	review	NOUN
fis-4789	755	4	of	of	ADP
fis-4789	755	5	piezoelectric	piezoelectric	ADJ
fis-4789	755	6	materials	material	NOUN
fis-4789	755	7	and	and	CCONJ
fis-4789	755	8	energy	energy	NOUN
fis-4789	755	9	harvesters	harvester	NOUN
fis-4789	755	10	for	for	ADP
fis-4789	755	11	industrial	industrial	ADJ
fis-4789	755	12	applications	application	NOUN
fis-4789	755	13	,	,	PUNCT
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fis-4789	755	15	,	,	PUNCT
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fis-4789	755	17	,	,	PUNCT
fis-4789	755	18	pp	pp	ADJ
fis-4789	755	19	.	.	PUNCT
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fis-4789	756	2	,	,	PUNCT
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fis-4789	756	4	:	:	PUNCT
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fis-4789	756	6	.	.	PUNCT
fis-4789	757	1	[	[	X
fis-4789	757	2	97	97	NUM
fis-4789	757	3	]	]	X
fis-4789	757	4	silva	silva	NOUN
fis-4789	757	5	,	,	PUNCT
fis-4789	757	6	m.f.m	m.f.m	NOUN
fis-4789	757	7	.	.	PUNCT
fis-4789	758	1	da	da	NOUN
fis-4789	758	2	.	.	PUNCT
fis-4789	759	1	(	(	PUNCT
fis-4789	759	2	2017).machine	2017).machine	NUM
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fis-4789	759	5	for	for	ADP
fis-4789	759	6	damage	damage	NOUN
fis-4789	759	7	detection	detection	NOUN
fis-4789	759	8	in	in	ADP
fis-4789	759	9	structures	structure	NOUN
fis-4789	759	10	under	under	ADP
fis-4789	759	11	changing	change	VERB
fis-4789	759	12	normal	normal	ADJ
fis-4789	759	13	conditions	condition	NOUN
fis-4789	759	14	.	.	PUNCT
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fis-4789	760	2	university	university	PROPN
fis-4789	760	3	of	of	ADP
fis-4789	760	4	pará	pará	PROPN
fis-4789	760	5	.	.	PUNCT
fis-4789	761	1	[	[	X
fis-4789	761	2	98	98	NUM
fis-4789	761	3	]	]	SYM
fis-4789	761	4	yang	yang	PROPN
fis-4789	761	5	,	,	PUNCT
fis-4789	762	1	y.	y.	PROPN
fis-4789	762	2	sen	sen	PROPN
fis-4789	762	3	.	.	PROPN
fis-4789	762	4	,	,	PUNCT
fis-4789	762	5	wu	wu	PROPN
fis-4789	762	6	,	,	PUNCT
fis-4789	762	7	c.	c.	PROPN
fis-4789	762	8	lin	lin	PROPN
fis-4789	762	9	.	.	PROPN
fis-4789	762	10	,	,	PUNCT
fis-4789	762	11	hsu	hsu	PROPN
fis-4789	762	12	,	,	PUNCT
fis-4789	762	13	t.t.c	t.t.c	ADV
fis-4789	762	14	.	.	PROPN
fis-4789	762	15	,	,	PUNCT
fis-4789	762	16	yang	yang	PROPN
fis-4789	762	17	,	,	PUNCT
fis-4789	762	18	h.c	h.c	PROPN
fis-4789	762	19	.	.	PROPN
fis-4789	762	20	,	,	PUNCT
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fis-4789	762	22	,	,	PUNCT
fis-4789	762	23	h.j	h.j	PROPN
fis-4789	762	24	.	.	PROPN
fis-4789	762	25	,	,	PUNCT
fis-4789	762	26	chang	chang	PROPN
fis-4789	762	27	,	,	PUNCT
fis-4789	762	28	c.c	c.c	PROPN
fis-4789	762	29	.	.	PROPN
fis-4789	762	30	(	(	PUNCT
fis-4789	762	31	2018	2018	NUM
fis-4789	762	32	)	)	PUNCT
fis-4789	762	33	.	.	PUNCT
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fis-4789	763	4	for	for	ADP
fis-4789	763	5	crack	crack	VERB
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fis-4789	763	7	and	and	CCONJ
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fis-4789	763	9	estimation	estimation	NOUN
fis-4789	763	10	for	for	ADP
fis-4789	763	11	reinforced	reinforce	VERB
fis-4789	763	12	concrete	concrete	ADJ
fis-4789	763	13	structures	structure	NOUN
fis-4789	763	14	,	,	PUNCT
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fis-4789	763	16	.	.	PUNCT
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fis-4789	764	2	.	.	PUNCT
fis-4789	764	3	,	,	PUNCT
fis-4789	764	4	91(may	91(may	NOUN
fis-4789	764	5	2017	2017	NUM
fis-4789	764	6	)	)	PUNCT
fis-4789	764	7	,	,	PUNCT
fis-4789	764	8	pp	pp	ADP
fis-4789	764	9	.	.	PUNCT
fis-4789	765	1	120–132	120–132	NUM
fis-4789	765	2	,	,	PUNCT
fis-4789	765	3	doi	doi	NOUN
fis-4789	765	4	:	:	PUNCT
fis-4789	765	5	10.1016	10.1016	NUM
fis-4789	765	6	/	/	SYM
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fis-4789	765	8	.	.	PUNCT
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fis-4789	766	3	]	]	PUNCT
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fis-4789	766	5	,	,	PUNCT
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fis-4789	766	7	,	,	PUNCT
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fis-4789	766	9	,	,	PUNCT
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fis-4789	766	12	,	,	PUNCT
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fis-4789	766	20	,	,	PUNCT
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fis-4789	766	22	,	,	PUNCT
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fis-4789	766	25	(	(	PUNCT
fis-4789	766	26	2021	2021	NUM
fis-4789	766	27	)	)	PUNCT
fis-4789	766	28	.	.	PUNCT
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fis-4789	767	16	.	.	PUNCT
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fis-4789	769	2	.	.	PUNCT
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fis-4789	770	2	.	.	PUNCT
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fis-4789	771	5	)	)	PUNCT
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fis-4789	773	2	,	,	PUNCT
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fis-4789	773	4	:	:	PUNCT
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fis-4789	774	3	]	]	PUNCT
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fis-4789	775	9	:	:	PUNCT
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fis-4789	775	21	,	,	PUNCT
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fis-4789	775	23	.	.	PUNCT
fis-4789	776	1	134–145	134–145	NUM
fis-4789	776	2	,	,	PUNCT
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fis-4789	776	4	:	:	PUNCT
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fis-4789	777	3	]	]	PUNCT
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fis-4789	777	14	.	.	PUNCT
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fis-4789	778	22	.	.	PUNCT
fis-4789	779	1	583–588	583–588	NUM
fis-4789	779	2	,	,	PUNCT
fis-4789	779	3	doi	doi	NOUN
fis-4789	779	4	:	:	PUNCT
fis-4789	779	5	10.1016	10.1016	NUM
fis-4789	779	6	/	/	SYM
fis-4789	779	7	j.proeng.2013.04.074	j.proeng.2013.04.074	PROPN
fis-4789	779	8	.	.	PUNCT
fis-4789	780	1	[	[	X
fis-4789	780	2	102	102	NUM
fis-4789	780	3	]	]	X
fis-4789	780	4	gribniak	gribniak	NOUN
fis-4789	780	5	,	,	PUNCT
fis-4789	780	6	v.	v.	ADV
fis-4789	780	7	,	,	PUNCT
fis-4789	780	8	cervenka	cervenka	ADJ
fis-4789	780	9	,	,	PUNCT
fis-4789	780	10	v.	v.	ADV
fis-4789	780	11	,	,	PUNCT
fis-4789	780	12	kaklauskas	kaklauskas	PROPN
fis-4789	780	13	,	,	PUNCT
fis-4789	780	14	g.	g.	PROPN
fis-4789	780	15	(	(	PUNCT
fis-4789	780	16	2013	2013	NUM
fis-4789	780	17	)	)	PUNCT
fis-4789	780	18	.	.	PUNCT
fis-4789	781	1	deflection	deflection	NOUN
fis-4789	781	2	prediction	prediction	NOUN
fis-4789	781	3	of	of	ADP
fis-4789	781	4	reinforced	reinforce	VERB
fis-4789	781	5	concrete	concrete	ADJ
fis-4789	781	6	beams	beam	NOUN
fis-4789	781	7	by	by	ADP
fis-4789	781	8	design	design	NOUN
fis-4789	781	9	codes	code	NOUN
fis-4789	781	10	and	and	CCONJ
fis-4789	781	11	computer	computer	NOUN
fis-4789	781	12	simulation	simulation	NOUN
fis-4789	781	13	,	,	PUNCT
fis-4789	781	14	eng	eng	PROPN
fis-4789	781	15	.	.	PROPN
fis-4789	781	16	struct	struct	PROPN
fis-4789	781	17	.	.	PUNCT
fis-4789	781	18	,	,	PUNCT
fis-4789	781	19	56	56	NUM
fis-4789	781	20	,	,	PUNCT
fis-4789	781	21	pp	pp	ADJ
fis-4789	781	22	.	.	PUNCT
fis-4789	782	1	2175–2186	2175–2186	NUM
fis-4789	782	2	,	,	PUNCT
fis-4789	782	3	doi	doi	NOUN
fis-4789	782	4	:	:	PUNCT
fis-4789	782	5	10.1016	10.1016	NUM
fis-4789	782	6	/	/	SYM
fis-4789	782	7	j.engstruct.2013.08.045	j.engstruct.2013.08.045	NOUN
fis-4789	782	8	.	.	PUNCT
fis-4789	783	1	[	[	X
fis-4789	783	2	103	103	NUM
fis-4789	783	3	]	]	PUNCT
fis-4789	783	4	marí	marí	NOUN
fis-4789	783	5	,	,	PUNCT
fis-4789	783	6	a.r	a.r	PROPN
fis-4789	783	7	.	.	PROPN
fis-4789	783	8	,	,	PUNCT
fis-4789	783	9	bairán	bairán	PROPN
fis-4789	783	10	,	,	PUNCT
fis-4789	783	11	j.m	j.m	PROPN
fis-4789	783	12	.	.	PROPN
fis-4789	783	13	,	,	PUNCT
fis-4789	783	14	duarte	duarte	PROPN
fis-4789	783	15	,	,	PUNCT
fis-4789	783	16	n.	n.	PROPN
fis-4789	783	17	(	(	PUNCT
fis-4789	783	18	2010	2010	NUM
fis-4789	783	19	)	)	PUNCT
fis-4789	783	20	.	.	PUNCT
fis-4789	784	1	long	long	ADJ
fis-4789	784	2	-	-	PUNCT
fis-4789	784	3	term	term	NOUN
fis-4789	784	4	deflections	deflection	NOUN
fis-4789	784	5	in	in	ADP
fis-4789	784	6	cracked	crack	VERB
fis-4789	784	7	reinforced	reinforce	VERB
fis-4789	784	8	concrete	concrete	ADJ
fis-4789	784	9	flexural	flexural	ADJ
fis-4789	784	10	members	member	NOUN
fis-4789	784	11	,	,	PUNCT
fis-4789	784	12	eng	eng	PROPN
fis-4789	784	13	.	.	PROPN
fis-4789	784	14	struct	struct	PROPN
fis-4789	784	15	.	.	PUNCT
fis-4789	784	16	,	,	PUNCT
fis-4789	784	17	32(3	32(3	NUM
fis-4789	784	18	)	)	PUNCT
fis-4789	784	19	,	,	PUNCT
fis-4789	784	20	pp	pp	ADP
fis-4789	784	21	.	.	PUNCT
fis-4789	785	1	829–842	829–842	NUM
fis-4789	785	2	,	,	PUNCT
fis-4789	785	3	doi	doi	NOUN
fis-4789	785	4	:	:	PUNCT
fis-4789	785	5	10.1016	10.1016	NUM
fis-4789	785	6	/	/	SYM
fis-4789	785	7	j.engstruct.2009.12.009	j.engstruct.2009.12.009	PROPN
fis-4789	785	8	.	.	PUNCT
fis-4789	786	1	[	[	X
fis-4789	786	2	104	104	NUM
fis-4789	786	3	]	]	X
fis-4789	786	4	shan	shan	PROPN
fis-4789	786	5	,	,	PUNCT
fis-4789	786	6	b.	b.	PROPN
fis-4789	786	7	,	,	PUNCT
fis-4789	786	8	zheng	zheng	PROPN
fis-4789	786	9	,	,	PUNCT
fis-4789	786	10	s.	s.	PROPN
fis-4789	786	11	,	,	PUNCT
fis-4789	786	12	ou	ou	PROPN
fis-4789	786	13	,	,	PUNCT
fis-4789	786	14	j.	j.	PROPN
fis-4789	786	15	(	(	PUNCT
fis-4789	786	16	2016	2016	NUM
fis-4789	786	17	)	)	PUNCT
fis-4789	786	18	.	.	PUNCT
fis-4789	787	1	a	a	DET
fis-4789	787	2	stereovision	stereovision	NOUN
fis-4789	787	3	-	-	PUNCT
fis-4789	787	4	based	base	VERB
fis-4789	787	5	crack	crack	NOUN
fis-4789	787	6	width	width	NOUN
fis-4789	787	7	detection	detection	NOUN
fis-4789	787	8	approach	approach	NOUN
fis-4789	787	9	for	for	ADP
fis-4789	787	10	concrete	concrete	ADJ
fis-4789	787	11	surface	surface	NOUN
fis-4789	787	12	a.	a.	PROPN
fis-4789	787	13	anjum	anjum	PROPN
fis-4789	787	14	et	et	PROPN
fis-4789	787	15	alii	alii	PROPN
fis-4789	787	16	,	,	PUNCT
fis-4789	787	17	frattura	frattura	PROPN
fis-4789	787	18	ed	ed	PROPN
fis-4789	787	19	integrità	integrità	PROPN
fis-4789	787	20	strutturale	strutturale	PROPN
fis-4789	787	21	,	,	PUNCT
fis-4789	787	22	69	69	NUM
fis-4789	787	23	(	(	PUNCT
fis-4789	787	24	2024	2024	NUM
fis-4789	787	25	)	)	PUNCT
fis-4789	787	26	43	43	NUM
fis-4789	787	27	-	-	SYM
fis-4789	787	28	59	59	NUM
fis-4789	787	29	;	;	PUNCT
fis-4789	787	30	doi	doi	NOUN
fis-4789	787	31	:	:	PUNCT
fis-4789	787	32	10.3221	10.3221	NUM
fis-4789	787	33	/	/	SYM
fis-4789	787	34	igf	igf	PROPN
fis-4789	787	35	-	-	PUNCT
fis-4789	787	36	esis.69.04	esis.69.04	PROPN
fis-4789	787	37	59	59	NUM
fis-4789	787	38	assessment	assessment	NOUN
fis-4789	787	39	,	,	PUNCT
fis-4789	787	40	ksce	ksce	PROPN
fis-4789	787	41	j.	j.	PROPN
fis-4789	787	42	civ	civ	PROPN
fis-4789	787	43	.	.	PUNCT
fis-4789	788	1	eng	eng	PROPN
fis-4789	788	2	.	.	PROPN
fis-4789	788	3	,	,	PUNCT
fis-4789	788	4	20(2	20(2	NUM
fis-4789	788	5	)	)	PUNCT
fis-4789	788	6	,	,	PUNCT
fis-4789	788	7	pp	pp	ADP
fis-4789	788	8	.	.	PUNCT
fis-4789	789	1	803–812	803–812	NUM
fis-4789	789	2	,	,	PUNCT
fis-4789	789	3	doi	doi	NOUN
fis-4789	789	4	:	:	PUNCT
fis-4789	789	5	10.1007	10.1007	NUM
fis-4789	789	6	/	/	SYM
fis-4789	789	7	s12205	s12205	NOUN
fis-4789	789	8	-	-	PUNCT
fis-4789	789	9	015	015	NUM
fis-4789	789	10	-	-	PUNCT
fis-4789	789	11	0461	0461	NUM
fis-4789	789	12	-	-	SYM
fis-4789	789	13	6	6	NUM
fis-4789	789	14	.	.	PUNCT
fis-4789	790	1	[	[	X
fis-4789	790	2	105	105	NUM
fis-4789	790	3	]	]	X
fis-4789	790	4	chen	chen	PROPN
fis-4789	790	5	,	,	PUNCT
fis-4789	790	6	w.	w.	PROPN
fis-4789	790	7	,	,	PUNCT
fis-4789	790	8	xu	xu	PROPN
fis-4789	790	9	,	,	PUNCT
fis-4789	790	10	j.	j.	PROPN
fis-4789	790	11	,	,	PUNCT
fis-4789	790	12	dong	dong	PROPN
fis-4789	790	13	,	,	PUNCT
fis-4789	790	14	m.	m.	NOUN
fis-4789	790	15	,	,	PUNCT
fis-4789	790	16	yu	yu	PROPN
fis-4789	790	17	,	,	PUNCT
fis-4789	790	18	y.	y.	NOUN
fis-4789	790	19	,	,	PUNCT
fis-4789	790	20	elchalakani	elchalakani	PROPN
fis-4789	790	21	,	,	PUNCT
fis-4789	790	22	m.	m.	NOUN
fis-4789	790	23	,	,	PUNCT
fis-4789	790	24	zhang	zhang	PROPN
fis-4789	790	25	,	,	PUNCT
fis-4789	790	26	f.	f.	PROPN
fis-4789	790	27	(	(	PUNCT
fis-4789	790	28	2021	2021	NUM
fis-4789	790	29	)	)	PUNCT
fis-4789	790	30	.	.	PUNCT
fis-4789	790	31	data	data	NOUN
fis-4789	790	32	-	-	PUNCT
fis-4789	790	33	driven	drive	VERB
fis-4789	790	34	analysis	analysis	NOUN
fis-4789	790	35	on	on	ADP
fis-4789	790	36	ultimate	ultimate	ADJ
fis-4789	790	37	axial	axial	ADJ
fis-4789	790	38	strain	strain	NOUN
fis-4789	790	39	of	of	ADP
fis-4789	790	40	frp	frp	PROPN
fis-4789	790	41	-	-	PUNCT
fis-4789	790	42	confined	confine	VERB
fis-4789	790	43	concrete	concrete	ADJ
fis-4789	790	44	cylinders	cylinder	NOUN
fis-4789	790	45	based	base	VERB
fis-4789	790	46	on	on	ADP
fis-4789	790	47	explicit	explicit	ADJ
fis-4789	790	48	and	and	CCONJ
fis-4789	790	49	implicit	implicit	ADJ
fis-4789	790	50	algorithms	algorithm	NOUN
fis-4789	790	51	,	,	PUNCT
fis-4789	790	52	compos	compos	NOUN
fis-4789	790	53	.	.	PUNCT
fis-4789	791	1	struct	struct	NOUN
fis-4789	791	2	.	.	PUNCT
fis-4789	791	3	,	,	PUNCT
fis-4789	791	4	268	268	NUM
fis-4789	791	5	,	,	PUNCT
fis-4789	791	6	pp	pp	ADJ
fis-4789	791	7	.	.	PUNCT
fis-4789	792	1	113904	113904	NUM
fis-4789	792	2	,	,	PUNCT
fis-4789	792	3	doi	doi	NOUN
fis-4789	792	4	:	:	PUNCT
fis-4789	792	5	10.1016	10.1016	NUM
fis-4789	792	6	/	/	SYM
fis-4789	792	7	j.compstruct.2021.113904	j.compstruct.2021.113904	VERB
fis-4789	792	8	.	.	PUNCT
fis-4789	793	1	[	[	X
fis-4789	793	2	106	106	NUM
fis-4789	793	3	]	]	X
fis-4789	793	4	malami	malami	NOUN
fis-4789	793	5	,	,	PUNCT
fis-4789	793	6	s.i	s.i	PROPN
fis-4789	793	7	.	.	PROPN
fis-4789	793	8	,	,	PUNCT
fis-4789	793	9	anwar	anwar	PROPN
fis-4789	793	10	,	,	PUNCT
fis-4789	793	11	f.h	f.h	PROPN
fis-4789	793	12	.	.	PROPN
fis-4789	793	13	,	,	PUNCT
fis-4789	793	14	abdulrahman	abdulrahman	PROPN
fis-4789	793	15	,	,	PUNCT
fis-4789	793	16	s.	s.	PROPN
fis-4789	793	17	,	,	PUNCT
fis-4789	793	18	haruna	haruna	PROPN
fis-4789	793	19	,	,	PUNCT
fis-4789	793	20	s.i	s.i	PROPN
fis-4789	793	21	.	.	PROPN
fis-4789	793	22	,	,	PUNCT
fis-4789	793	23	ali	ali	PROPN
fis-4789	793	24	,	,	PUNCT
fis-4789	793	25	s.i.a	s.i.a	NOUN
fis-4789	793	26	.	.	PROPN
fis-4789	793	27	,	,	PUNCT
fis-4789	793	28	abba	abba	PROPN
fis-4789	793	29	,	,	PUNCT
fis-4789	793	30	s.i	s.i	PROPN
fis-4789	793	31	.	.	PROPN
fis-4789	793	32	(	(	PUNCT
fis-4789	793	33	2021	2021	NUM
fis-4789	793	34	)	)	PUNCT
fis-4789	793	35	.	.	PUNCT
fis-4789	794	1	implementation	implementation	NOUN
fis-4789	794	2	of	of	ADP
fis-4789	794	3	hybrid	hybrid	ADJ
fis-4789	794	4	neuro	neuro	NOUN
fis-4789	794	5	-	-	PUNCT
fis-4789	794	6	fuzzy	fuzzy	ADJ
fis-4789	794	7	and	and	CCONJ
fis-4789	794	8	self	self	NOUN
fis-4789	794	9	-	-	PUNCT
fis-4789	794	10	turning	turn	VERB
fis-4789	794	11	predictive	predictive	ADJ
fis-4789	794	12	model	model	NOUN
fis-4789	794	13	for	for	ADP
fis-4789	794	14	the	the	DET
fis-4789	794	15	prediction	prediction	NOUN
fis-4789	794	16	of	of	ADP
fis-4789	794	17	concrete	concrete	ADJ
fis-4789	794	18	carbonation	carbonation	NOUN
fis-4789	794	19	depth	depth	NOUN
fis-4789	794	20	:	:	PUNCT
fis-4789	794	21	a	a	DET
fis-4789	794	22	soft	soft	ADJ
fis-4789	794	23	computing	computing	NOUN
fis-4789	794	24	technique	technique	NOUN
fis-4789	794	25	,	,	PUNCT
fis-4789	794	26	results	result	VERB
fis-4789	794	27	eng	eng	PROPN
fis-4789	794	28	.	.	PROPN
fis-4789	794	29	,	,	PUNCT
fis-4789	794	30	10	10	NUM
fis-4789	794	31	,	,	PUNCT
fis-4789	794	32	pp	pp	ADJ
fis-4789	794	33	.	.	PUNCT
fis-4789	795	1	100228	100228	NUM
fis-4789	795	2	,	,	PUNCT
fis-4789	795	3	doi	doi	NOUN
fis-4789	795	4	:	:	PUNCT
fis-4789	795	5	10.1016	10.1016	NUM
fis-4789	795	6	/	/	SYM
fis-4789	795	7	j.rineng.2021.100228	j.rineng.2021.100228	PROPN
fis-4789	795	8	.	.	PUNCT
fis-4789	796	1	[	[	X
fis-4789	796	2	107	107	NUM
fis-4789	796	3	]	]	X
fis-4789	796	4	hacıefendioğlu	hacıefendioğlu	PROPN
fis-4789	796	5	,	,	PUNCT
fis-4789	796	6	k.	k.	PROPN
fis-4789	796	7	,	,	PUNCT
fis-4789	796	8	başağa	başağa	PROPN
fis-4789	796	9	,	,	PUNCT
fis-4789	796	10	h.b	h.b	PROPN
fis-4789	796	11	.	.	PROPN
fis-4789	796	12	(	(	PUNCT
fis-4789	796	13	2022	2022	NUM
fis-4789	796	14	)	)	PUNCT
fis-4789	796	15	.	.	PUNCT
fis-4789	797	1	concrete	concrete	ADJ
fis-4789	797	2	road	road	NOUN
fis-4789	797	3	crack	crack	NOUN
fis-4789	797	4	detection	detection	NOUN
fis-4789	797	5	using	use	VERB
fis-4789	797	6	deep	deep	ADJ
fis-4789	797	7	learning	learning	NOUN
fis-4789	797	8	-	-	PUNCT
fis-4789	797	9	based	base	VERB
fis-4789	797	10	faster	fast	ADJ
fis-4789	797	11	rcnn	rcnn	PROPN
fis-4789	797	12	method	method	PROPN
fis-4789	797	13	,	,	PUNCT
fis-4789	797	14	iran	iran	PROPN
fis-4789	797	15	.	.	PUNCT
fis-4789	798	1	j.	j.	PROPN
fis-4789	798	2	sci	sci	PROPN
fis-4789	798	3	.	.	PROPN
fis-4789	799	1	technol	technol	PROPN
fis-4789	799	2	.	.	PUNCT
fis-4789	800	1	trans	trans	PROPN
fis-4789	800	2	.	.	PUNCT
fis-4789	801	1	civ	civ	PROPN
fis-4789	801	2	.	.	PUNCT
fis-4789	802	1	eng	eng	PROPN
fis-4789	802	2	.	.	PROPN
fis-4789	802	3	,	,	PUNCT
fis-4789	802	4	46(2	46(2	NOUN
fis-4789	802	5	)	)	PUNCT
fis-4789	802	6	,	,	PUNCT
fis-4789	802	7	pp	pp	PROPN
fis-4789	802	8	.	.	PUNCT
fis-4789	803	1	1621–1633	1621–1633	NUM
fis-4789	803	2	,	,	PUNCT
fis-4789	803	3	doi	doi	NOUN
fis-4789	803	4	:	:	PUNCT
fis-4789	803	5	10.1007	10.1007	NUM
fis-4789	803	6	/	/	SYM
fis-4789	803	7	s40996	s40996	PROPN
fis-4789	803	8	-	-	PUNCT
fis-4789	803	9	021	021	NUM
fis-4789	803	10	-	-	PUNCT
fis-4789	803	11	00671	00671	NUM
fis-4789	803	12	-	-	SYM
fis-4789	803	13	2	2	NUM
fis-4789	803	14	.	.	PUNCT
fis-4789	804	1	[	[	X
fis-4789	804	2	108	108	NUM
fis-4789	804	3	]	]	SYM
fis-4789	804	4	yu	yu	PROPN
fis-4789	804	5	,	,	PUNCT
fis-4789	804	6	l.	l.	PROPN
fis-4789	804	7	,	,	PUNCT
fis-4789	804	8	he	he	PRON
fis-4789	804	9	,	,	PUNCT
fis-4789	804	10	s.	s.	PROPN
fis-4789	804	11	,	,	PUNCT
fis-4789	804	12	liu	liu	PROPN
fis-4789	804	13	,	,	PUNCT
fis-4789	804	14	x.	x.	PROPN
fis-4789	804	15	,	,	PUNCT
fis-4789	804	16	jiang	jiang	PROPN
fis-4789	804	17	,	,	PUNCT
fis-4789	804	18	s.	s.	PROPN
fis-4789	804	19	,	,	PUNCT
fis-4789	804	20	xiang	xiang	PROPN
fis-4789	804	21	,	,	PUNCT
fis-4789	804	22	s.	s.	PROPN
fis-4789	804	23	(	(	PUNCT
fis-4789	804	24	2022	2022	NUM
fis-4789	804	25	)	)	PUNCT
fis-4789	804	26	.	.	PUNCT
fis-4789	805	1	intelligent	intelligent	ADJ
fis-4789	805	2	crack	crack	NOUN
fis-4789	805	3	detection	detection	NOUN
fis-4789	805	4	and	and	CCONJ
fis-4789	805	5	quantification	quantification	NOUN
fis-4789	805	6	in	in	ADP
fis-4789	805	7	the	the	DET
fis-4789	805	8	concrete	concrete	ADJ
fis-4789	805	9	bridge	bridge	NOUN
fis-4789	805	10	:	:	PUNCT
fis-4789	805	11	a	a	DET
fis-4789	805	12	deep	deep	ADJ
fis-4789	805	13	learning	learning	NOUN
fis-4789	805	14	-	-	PUNCT
fis-4789	805	15	assisted	assist	VERB
fis-4789	805	16	image	image	NOUN
fis-4789	805	17	processing	processing	NOUN
fis-4789	805	18	approach	approach	NOUN
fis-4789	805	19	,	,	PUNCT
fis-4789	805	20	adv	adv	PROPN
fis-4789	805	21	.	.	PUNCT
fis-4789	805	22	civ	civ	PROPN
fis-4789	805	23	.	.	PUNCT
fis-4789	806	1	eng	eng	PROPN
fis-4789	806	2	.	.	PROPN
fis-4789	806	3	,	,	PUNCT
fis-4789	806	4	doi	doi	PROPN
fis-4789	806	5	:	:	PUNCT
fis-4789	806	6	10.1155/2022/1813821	10.1155/2022/1813821	NUM
fis-4789	806	7	.	.	PUNCT
fis-4789	807	1	[	[	X
fis-4789	807	2	109	109	NUM
fis-4789	807	3	]	]	PUNCT
fis-4789	807	4	eltouny	eltouny	PROPN
fis-4789	807	5	,	,	PUNCT
fis-4789	807	6	k.a	k.a	PROPN
fis-4789	807	7	.	.	PROPN
fis-4789	807	8	,	,	PUNCT
fis-4789	807	9	liang	liang	PROPN
fis-4789	807	10	,	,	PUNCT
fis-4789	807	11	x.	x.	NOUN
fis-4789	807	12	(	(	PUNCT
fis-4789	807	13	2022	2022	NUM
fis-4789	807	14	)	)	PUNCT
fis-4789	807	15	.	.	PUNCT
fis-4789	808	1	large	large	ADJ
fis-4789	808	2	-	-	PUNCT
fis-4789	808	3	scale	scale	NOUN
fis-4789	808	4	structural	structural	ADJ
fis-4789	808	5	health	health	NOUN
fis-4789	808	6	monitoring	monitoring	NOUN
fis-4789	808	7	using	use	VERB
fis-4789	808	8	composite	composite	ADJ
fis-4789	808	9	recurrent	recurrent	ADJ
fis-4789	808	10	neural	neural	ADJ
fis-4789	808	11	networks	network	NOUN
fis-4789	808	12	and	and	CCONJ
fis-4789	808	13	grid	grid	NOUN
fis-4789	808	14	environments	environment	NOUN
fis-4789	808	15	,	,	PUNCT
fis-4789	808	16	comput	comput	NOUN
fis-4789	808	17	.	.	PUNCT
fis-4789	809	1	civ	civ	NOUN
fis-4789	809	2	.	.	PUNCT
fis-4789	809	3	infrastruct	infrastruct	PROPN
fis-4789	809	4	.	.	PUNCT
fis-4789	810	1	eng	eng	PROPN
fis-4789	810	2	.	.	PROPN
fis-4789	810	3	,	,	PUNCT
fis-4789	810	4	doi	doi	PROPN
fis-4789	810	5	:	:	PUNCT
fis-4789	810	6	10.1111	10.1111	NUM
fis-4789	810	7	/	/	SYM
fis-4789	810	8	mice.12845	mice.12845	NOUN
fis-4789	810	9	.	.	PUNCT
fis-4789	811	1	[	[	X
fis-4789	811	2	110	110	NUM
fis-4789	811	3	]	]	PUNCT
fis-4789	811	4	tiachacht	tiachacht	NOUN
fis-4789	811	5	,	,	PUNCT
fis-4789	811	6	s.	s.	PROPN
fis-4789	811	7	,	,	PUNCT
fis-4789	811	8	khatir	khatir	PROPN
fis-4789	811	9	,	,	PUNCT
fis-4789	811	10	s.	s.	PROPN
fis-4789	811	11	,	,	PUNCT
fis-4789	811	12	thanh	thanh	PROPN
fis-4789	811	13	,	,	PUNCT
fis-4789	811	14	c.	c.	PROPN
fis-4789	811	15	le	le	PROPN
fis-4789	811	16	.	.	PROPN
fis-4789	811	17	,	,	PUNCT
fis-4789	811	18	rao	rao	PROPN
fis-4789	811	19	,	,	PUNCT
fis-4789	811	20	r.v	r.v	PROPN
fis-4789	811	21	.	.	PROPN
fis-4789	811	22	,	,	PUNCT
fis-4789	811	23	mirjalili	mirjalili	NOUN
fis-4789	811	24	,	,	PUNCT
fis-4789	811	25	s.	s.	PROPN
fis-4789	811	26	,	,	PUNCT
fis-4789	811	27	abdel	abdel	PROPN
fis-4789	811	28	wahab	wahab	PROPN
fis-4789	811	29	,	,	PUNCT
fis-4789	811	30	m.	m.	NOUN
fis-4789	811	31	(	(	PUNCT
fis-4789	811	32	2022	2022	NUM
fis-4789	811	33	)	)	PUNCT
fis-4789	811	34	.	.	PUNCT
fis-4789	812	1	inverse	inverse	ADJ
fis-4789	812	2	problem	problem	NOUN
fis-4789	812	3	for	for	ADP
fis-4789	812	4	dynamic	dynamic	ADJ
fis-4789	812	5	structural	structural	ADJ
fis-4789	812	6	health	health	NOUN
fis-4789	812	7	monitoring	monitoring	NOUN
fis-4789	812	8	based	base	VERB
fis-4789	812	9	on	on	ADP
fis-4789	812	10	slime	slime	NOUN
fis-4789	812	11	mould	mould	AUX
fis-4789	812	12	algorithm	algorithm	PROPN
fis-4789	812	13	,	,	PUNCT
fis-4789	812	14	eng	eng	PROPN
fis-4789	812	15	.	.	PUNCT
fis-4789	813	1	comput	comput	PROPN
fis-4789	813	2	.	.	PUNCT
fis-4789	813	3	,	,	PUNCT
fis-4789	813	4	38(s3	38(s3	NUM
fis-4789	813	5	)	)	PUNCT
fis-4789	813	6	,	,	PUNCT
fis-4789	813	7	pp	pp	ADP
fis-4789	813	8	.	.	PUNCT
fis-4789	814	1	2205–2228	2205–2228	NUM
fis-4789	814	2	,	,	PUNCT
fis-4789	814	3	doi	doi	NOUN
fis-4789	814	4	:	:	PUNCT
fis-4789	814	5	10.1007	10.1007	NUM
fis-4789	814	6	/	/	SYM
fis-4789	814	7	s00366	s00366	NUM
fis-4789	814	8	-	-	PUNCT
fis-4789	814	9	021	021	NUM
fis-4789	814	10	-	-	PUNCT
fis-4789	814	11	01378	01378	NUM
fis-4789	814	12	-	-	SYM
fis-4789	814	13	8	8	NUM
fis-4789	814	14	.	.	PUNCT
fis-4789	815	1	[	[	X
fis-4789	815	2	111	111	NUM
fis-4789	815	3	]	]	SYM
fis-4789	815	4	yuan	yuan	NOUN
fis-4789	815	5	,	,	PUNCT
fis-4789	815	6	c.	c.	PROPN
fis-4789	815	7	,	,	PUNCT
fis-4789	815	8	xiong	xiong	PROPN
fis-4789	815	9	,	,	PUNCT
fis-4789	815	10	b.	b.	PROPN
fis-4789	815	11	,	,	PUNCT
fis-4789	815	12	li	li	PROPN
fis-4789	815	13	,	,	PUNCT
fis-4789	815	14	x.	x.	PROPN
fis-4789	815	15	,	,	PUNCT
fis-4789	815	16	sang	sing	VERB
fis-4789	815	17	,	,	PUNCT
fis-4789	815	18	x.	x.	PROPN
fis-4789	815	19	,	,	PUNCT
fis-4789	815	20	kong	kong	PROPN
fis-4789	815	21	,	,	PUNCT
fis-4789	815	22	q.	q.	PROPN
fis-4789	815	23	(	(	PUNCT
fis-4789	815	24	2022	2022	NUM
fis-4789	815	25	)	)	PUNCT
fis-4789	815	26	.	.	PUNCT
fis-4789	816	1	a	a	DET
fis-4789	816	2	novel	novel	ADJ
fis-4789	816	3	intelligent	intelligent	ADJ
fis-4789	816	4	inspection	inspection	NOUN
fis-4789	816	5	robot	robot	NOUN
fis-4789	816	6	with	with	ADP
fis-4789	816	7	deep	deep	ADJ
fis-4789	816	8	stereo	stereo	ADJ
fis-4789	816	9	vision	vision	NOUN
fis-4789	816	10	for	for	ADP
fis-4789	816	11	three	three	NUM
fis-4789	816	12	-	-	PUNCT
fis-4789	816	13	dimensional	dimensional	ADJ
fis-4789	816	14	concrete	concrete	ADJ
fis-4789	816	15	damage	damage	NOUN
fis-4789	816	16	detection	detection	NOUN
fis-4789	816	17	and	and	CCONJ
fis-4789	816	18	quantification	quantification	NOUN
fis-4789	816	19	,	,	PUNCT
fis-4789	816	20	struct	struct	NOUN
fis-4789	816	21	.	.	PUNCT
fis-4789	817	1	heal	heal	NOUN
fis-4789	817	2	.	.	PUNCT
fis-4789	818	1	monit	monit	PROPN
fis-4789	818	2	.	.	PUNCT
fis-4789	818	3	,	,	PUNCT
fis-4789	818	4	21(3	21(3	NUM
fis-4789	818	5	)	)	PUNCT
fis-4789	818	6	,	,	PUNCT
fis-4789	818	7	pp	pp	ADP
fis-4789	818	8	.	.	PUNCT
fis-4789	819	1	788–802	788–802	NUM
fis-4789	819	2	,	,	PUNCT
fis-4789	819	3	doi	doi	NOUN
fis-4789	819	4	:	:	PUNCT
fis-4789	819	5	10.1177/14759217211010238	10.1177/14759217211010238	NUM
fis-4789	819	6	.	.	PUNCT
fis-4789	820	1	<	<	X
fis-4789	820	2	<	<	X
fis-4789	820	3	/ascii85encodepages	/ascii85encodepage	NOUN
fis-4789	820	4	false	false	ADJ
fis-4789	820	5	/allowtransparency	/allowtransparency	NOUN
fis-4789	820	6	false	false	ADJ
fis-4789	820	7	/autopositionepsfiles	/autopositionepsfile	NOUN
fis-4789	820	8	true	true	ADJ
fis-4789	820	9	/autorotatepages	/autorotatepage	NOUN
fis-4789	820	10	/none	/none	PUNCT
fis-4789	820	11	/binding	/binding	PUNCT
fis-4789	820	12	/left	/left	ADJ
fis-4789	821	1	/calgrayprofile	/calgrayprofile	VERB
fis-4789	821	2	(	(	PUNCT
fis-4789	821	3	dot	dot	NOUN
fis-4789	821	4	gain	gain	NOUN
fis-4789	821	5	20	20	NUM
fis-4789	821	6	%	%	NOUN
fis-4789	821	7	)	)	PUNCT
fis-4789	821	8	/calrgbprofile	/calrgbprofile	PUNCT
fis-4789	822	1	(	(	PUNCT
fis-4789	822	2	srgb	srgb	PROPN
fis-4789	822	3	iec61966	iec61966	NOUN
fis-4789	822	4	-	-	PUNCT
fis-4789	822	5	2.1	2.1	NUM
fis-4789	822	6	)	)	PUNCT
fis-4789	822	7	/calcmykprofile	/calcmykprofile	PUNCT
fis-4789	823	1	(	(	PUNCT
fis-4789	823	2	u.s	u.s	PROPN
fis-4789	823	3	.	.	PROPN
fis-4789	823	4	web	web	NOUN
fis-4789	823	5	coated	coat	VERB
fis-4789	823	6	\050swop\051	\050swop\051	ADJ
fis-4789	823	7	v2	v2	NOUN
fis-4789	823	8	)	)	PUNCT
fis-4789	823	9	/srgbprofile	/srgbprofile	PUNCT
fis-4789	823	10	(	(	PUNCT
fis-4789	823	11	srgb	srgb	PROPN
fis-4789	823	12	iec61966	iec61966	NOUN
fis-4789	823	13	-	-	PUNCT
fis-4789	823	14	2.1	2.1	NUM
fis-4789	823	15	)	)	PUNCT
fis-4789	823	16	/cannotembedfontpolicy	/cannotembedfontpolicy	PUNCT
fis-4789	824	1	/error	/error	INTJ
fis-4789	824	2	/compatibilitylevel	/compatibilitylevel	NOUN
fis-4789	825	1	1.4	1.4	NUM
fis-4789	825	2	/compressobjects	/compressobject	NOUN
fis-4789	825	3	/tags	/tag	VERB
fis-4789	825	4	/compresspages	/compresspage	NOUN
fis-4789	825	5	true	true	ADJ
fis-4789	825	6	/convertimagestoindexed	/convertimagestoindexed	ADJ
fis-4789	825	7	true	true	ADJ
fis-4789	825	8	/passthroughjpegimages	/passthroughjpegimage	NOUN
fis-4789	825	9	true	true	ADJ
fis-4789	825	10	/createjobticket	/createjobticket	NOUN
fis-4789	825	11	false	false	ADJ
fis-4789	825	12	/defaultrenderingintent	/defaultrenderingintent	NOUN
fis-4789	825	13	/default	/default	PUNCT
fis-4789	825	14	/detectblends	/detectblend	NOUN
fis-4789	825	15	true	true	ADJ
fis-4789	825	16	/detectcurves	/detectcurve	VERB
fis-4789	826	1	0.0000	0.0000	NUM
fis-4789	826	2	/colorconversionstrategy	/colorconversionstrategy	NOUN
fis-4789	826	3	/cmyk	/cmyk	PUNCT
fis-4789	827	1	/dothumbnails	/dothumbnail	VERB
fis-4789	828	1	false	false	ADJ
fis-4789	828	2	/embedallfonts	/embedallfont	NOUN
fis-4789	828	3	true	true	ADJ
fis-4789	828	4	/embedopentype	/embedopentype	PUNCT
fis-4789	828	5	false	false	ADJ
fis-4789	828	6	/parseiccprofilesincomments	/parseiccprofilesincomment	NOUN
fis-4789	828	7	true	true	ADJ
fis-4789	828	8	/embedjoboptions	/embedjoboption	NOUN
fis-4789	828	9	true	true	ADJ
fis-4789	828	10	/dscreportinglevel	/dscreportinglevel	NOUN
fis-4789	828	11	0	0	NUM
fis-4789	828	12	/emitdscwarnings	/emitdscwarning	NOUN
fis-4789	828	13	false	false	ADJ
fis-4789	828	14	/endpage	/endpage	NOUN
fis-4789	828	15	-1	-1	NOUN
fis-4789	828	16	/imagememory	/imagememory	NUM
fis-4789	828	17	1048576	1048576	NUM
fis-4789	828	18	/lockdistillerparams	/lockdistillerparams	NOUN
fis-4789	828	19	false	false	ADJ
fis-4789	828	20	/maxsubsetpct	/maxsubsetpct	ADJ
fis-4789	828	21	100	100	NUM
fis-4789	828	22	/optimize	/optimize	NOUN
fis-4789	828	23	true	true	ADJ
fis-4789	828	24	/opm	/opm	NOUN
fis-4789	828	25	1	1	NUM
fis-4789	828	26	/parsedsccomments	/parsedsccomment	NOUN
fis-4789	828	27	true	true	ADJ
fis-4789	828	28	/parsedsccommentsfordocinfo	/parsedsccommentsfordocinfo	VERB
fis-4789	828	29	true	true	ADJ
fis-4789	828	30	/preservecopypage	/preservecopypage	NOUN
fis-4789	828	31	true	true	ADJ
fis-4789	828	32	/preservedicmykvalues	/preservedicmykvalue	NOUN
fis-4789	828	33	true	true	ADJ
fis-4789	828	34	/preserveepsinfo	/preserveepsinfo	NOUN
fis-4789	828	35	true	true	ADJ
fis-4789	828	36	/preserveflatness	/preserveflatness	NOUN
fis-4789	828	37	true	true	ADJ
fis-4789	828	38	/preservehalftoneinfo	/preservehalftoneinfo	PUNCT
fis-4789	828	39	false	false	ADJ
fis-4789	828	40	/preserveopicomments	/preserveopicomment	NOUN
fis-4789	828	41	true	true	ADJ
fis-4789	828	42	/preserveoverprintsettings	/preserveoverprintsetting	NOUN
fis-4789	828	43	true	true	ADJ
fis-4789	828	44	/startpage	/startpage	NOUN
fis-4789	828	45	1	1	NUM
fis-4789	828	46	/subsetfonts	/subsetfont	NOUN
fis-4789	828	47	true	true	ADJ
fis-4789	828	48	/transferfunctioninfo	/transferfunctioninfo	PUNCT
fis-4789	828	49	/apply	/apply	PUNCT
fis-4789	828	50	/ucrandbginfo	/ucrandbginfo	PUNCT
fis-4789	829	1	/preserve	/preserve	NOUN
fis-4789	829	2	/useprologue	/useprologue	NOUN
fis-4789	829	3	false	false	ADJ
fis-4789	829	4	/colorsettingsfile	/colorsettingsfile	NOUN
fis-4789	829	5	(	(	PUNCT
fis-4789	829	6	)	)	PUNCT
fis-4789	829	7	/alwaysembed	/alwaysembe	VERB
fis-4789	829	8	[	[	PUNCT
fis-4789	829	9	true	true	ADJ
fis-4789	829	10	]	]	PUNCT
fis-4789	829	11	/neverembed	/neverembed	PUNCT
fis-4789	830	1	[	[	PUNCT
fis-4789	830	2	true	true	ADJ
fis-4789	830	3	]	]	PUNCT
fis-4789	830	4	/antialiascolorimages	/antialiascolorimages	X
fis-4789	830	5	false	false	ADJ
fis-4789	830	6	/cropcolorimages	/cropcolorimages	PUNCT
fis-4789	830	7	true	true	ADJ
fis-4789	830	8	/colorimageminresolution	/colorimageminresolution	PUNCT
fis-4789	830	9	300	300	NUM
fis-4789	830	10	/colorimageminresolutionpolicy	/colorimageminresolutionpolicy	NOUN
fis-4789	830	11	/ok	/ok	ADJ
fis-4789	831	1	/downsamplecolorimages	/downsamplecolorimage	VERB
fis-4789	832	1	true	true	ADJ
fis-4789	832	2	/colorimagedownsampletype	/colorimagedownsampletype	PUNCT
fis-4789	832	3	/bicubic	/bicubic	NOUN
fis-4789	832	4	/colorimageresolution	/colorimageresolution	NOUN
fis-4789	833	1	300	300	NUM
fis-4789	833	2	/colorimagedepth	/colorimagedepth	PRON
fis-4789	833	3	-1	-1	INTJ
fis-4789	833	4	/colorimagemindownsampledepth	/colorimagemindownsampledepth	SYM
fis-4789	833	5	1	1	NUM
fis-4789	833	6	/colorimagedownsamplethreshold	/colorimagedownsamplethreshold	SYM
fis-4789	833	7	1.50000	1.50000	NUM
fis-4789	833	8	/encodecolorimages	/encodecolorimage	NOUN
fis-4789	833	9	true	true	ADJ
fis-4789	833	10	/colorimagefilter	/colorimagefilter	PUNCT
fis-4789	833	11	/dctencode	/dctencode	PUNCT
fis-4789	834	1	/autofiltercolorimages	/autofiltercolorimage	NOUN
fis-4789	834	2	true	true	ADJ
fis-4789	834	3	/colorimageautofilterstrategy	/colorimageautofilterstrategy	PUNCT
fis-4789	834	4	/jpeg	/jpeg	PUNCT
fis-4789	834	5	/coloracsimagedict	/coloracsimagedict	PUNCT
fis-4789	835	1	<	<	X
fis-4789	835	2	<	<	X
fis-4789	835	3	/qfactor	/qfactor	NOUN
fis-4789	835	4	0.15	0.15	NUM
fis-4789	835	5	/hsamples	/hsample	NOUN
fis-4789	836	1	[	[	X
fis-4789	836	2	1	1	NUM
fis-4789	836	3	1	1	NUM
fis-4789	836	4	1	1	NUM
fis-4789	836	5	1	1	NUM
fis-4789	836	6	]	]	PUNCT
fis-4789	836	7	/vsamples	/vsample	NOUN
fis-4789	837	1	[	[	X
fis-4789	837	2	1	1	NUM
fis-4789	837	3	1	1	NUM
fis-4789	837	4	1	1	NUM
fis-4789	837	5	1	1	NUM
fis-4789	837	6	]	]	PUNCT
fis-4789	837	7	>	>	PUNCT
fis-4789	837	8	>	>	X
fis-4789	837	9	/colorimagedict	/colorimagedict	PUNCT
fis-4789	838	1	<	<	X
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fis-4789	838	3	/qfactor	/qfactor	NOUN
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fis-4789	838	5	/hsamples	/hsample	NOUN
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fis-4789	839	5	1	1	NUM
fis-4789	839	6	]	]	PUNCT
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fis-4789	840	1	[	[	X
fis-4789	840	2	1	1	NUM
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fis-4789	840	8	>	>	X
fis-4789	840	9	/jpeg2000coloracsimagedict	/jpeg2000coloracsimagedict	PUNCT
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fis-4789	844	4	/jpeg	/jpeg	PUNCT
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fis-4789	865	2	>	>	X
fis-4789	865	3	/deu	/deu	PUNCT
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fis-4789	865	6	>	>	X
fis-4789	865	7	/esp	/esp	PUNCT
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fis-4789	866	3	>	>	X
fis-4789	866	4	/fra	/fra	PUNCT
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fis-4789	867	3	>	>	X
fis-4789	867	4	/gre	/gre	PUNCT
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fis-4789	867	7	>	>	X
fis-4789	867	8	/heb	/heb	X
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fis-4789	867	11	>	>	X
fis-4789	867	12	/hrv	/hrv	PROPN
fis-4789	868	1	(	(	PUNCT
fis-4789	868	2	za	za	PROPN
fis-4789	868	3	stvaranje	stvaranje	PROPN
fis-4789	868	4	adobe	adobe	PROPN
fis-4789	868	5	pdf	pdf	PROPN
fis-4789	868	6	dokumenata	dokumenata	PROPN
fis-4789	868	7	najpogodnijih	najpogodnijih	PROPN
fis-4789	868	8	za	za	PROPN
fis-4789	868	9	visokokvalitetni	visokokvalitetni	VERB
fis-4789	868	10	ispis	ispis	ADJ
fis-4789	868	11	prije	prije	NOUN
fis-4789	868	12	tiskanja	tiskanja	PROPN
fis-4789	868	13	koristite	koristite	PROPN
fis-4789	868	14	ove	ove	NOUN
fis-4789	868	15	postavke	postavke	NOUN
fis-4789	868	16	.	.	PUNCT
fis-4789	869	1	stvoreni	stvoreni	ADJ
fis-4789	869	2	pdf	pdf	NOUN
fis-4789	869	3	dokumenti	dokumenti	PROPN
fis-4789	869	4	mogu	mogu	PROPN
fis-4789	869	5	se	se	X
fis-4789	869	6	otvoriti	otvoriti	PROPN
fis-4789	869	7	acrobat	acrobat	PROPN
fis-4789	870	1	i	i	PRON
fis-4789	870	2	adobe	adobe	PROPN
fis-4789	870	3	reader	reader	PROPN
fis-4789	870	4	5.0	5.0	NUM
fis-4789	870	5	i	i	PRON
fis-4789	870	6	kasnijim	kasnijim	VERB
fis-4789	870	7	verzijama	verzijama	NOUN
fis-4789	870	8	.	.	PUNCT
fis-4789	870	9	)	)	PUNCT
fis-4789	871	1	/hun	/hun	PUNCT
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fis-4789	872	3	>	>	X
fis-4789	872	4	/ita	/ita	PUNCT
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fis-4789	877	3	>	>	X
fis-4789	877	4	/nld	/nld	PUNCT
fis-4789	878	1	(	(	PUNCT
fis-4789	878	2	gebruik	gebruik	NOUN
fis-4789	878	3	deze	deze	PROPN
fis-4789	878	4	instellingen	instellingen	PROPN
fis-4789	878	5	om	om	PROPN
fis-4789	878	6	adobe	adobe	PROPN
fis-4789	878	7	pdf	pdf	PROPN
fis-4789	878	8	-	-	PUNCT
fis-4789	878	9	documenten	documenten	NOUN
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fis-4789	878	12	die	die	PROPN
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fis-4789	878	18	afdrukken	afdrukken	VERB
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fis-4789	878	21	kwaliteit	kwaliteit	PROPN
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fis-4789	879	3	pdf	pdf	NOUN
fis-4789	879	4	-	-	PUNCT
fis-4789	879	5	documenten	documenten	NOUN
fis-4789	879	6	kunnen	kunnen	PROPN
fis-4789	879	7	worden	worden	PROPN
fis-4789	879	8	geopend	geopend	PROPN
fis-4789	879	9	met	meet	VERB
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fis-4789	879	13	reader	reader	PROPN
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fis-4789	879	18	)	)	PUNCT
fis-4789	880	1	/nor	/nor	PUNCT
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