id	sid	eid	entity	type
ap-9466	1	1	acta polytechnica	PERSON
ap-9466	1	2	https://doi.org/10.14311/ap.2024.64.0571	GPE
ap-9466	1	3	64(6):571–581	CARDINAL
ap-9466	1	4	2024	CARDINAL
ap-9466	1	5	2024	DATE
ap-9466	2	1	4.0	CARDINAL
ap-9466	2	2	the czech technical university	ORG
ap-9466	2	3	prague	GPE
ap-9466	2	4	abdelrahmanb	ORG
ap-9466	2	5	missouri university of science and technology	ORG
ap-9466	2	6	rolla, usa b missouri university of science and technology	ORG
ap-9466	2	7	missouri	GPE
ap-9466	2	8	mo 65409	GPE
ap-9466	2	9	rolla, usa ∗	ORG
ap-9466	3	1	more than two decades	DATE
ap-9466	7	1	0.90	CARDINAL
ap-9466	12	1	1	CARDINAL
ap-9466	12	2	polish	NORP
ap-9466	13	1	the past twenty years	DATE
ap-9466	17	1	1	CARDINAL
ap-9466	24	1	7 to 10 years	DATE
ap-9466	25	1	2	CARDINAL
ap-9466	30	1	1 to 2 years	DATE
ap-9466	30	2	571	CARDINAL
ap-9466	30	3	https://doi.org/10.14311/ap.2024.64.0571 https://creativecommons.org/licenses/by/4.0/	EVENT
ap-9466	30	4	https://www.cvut.cz/en	DATE
ap-9466	30	5	alireza roshan	PERSON
ap-9466	35	1	3	CARDINAL
ap-9466	36	1	fhwa	PERSON
ap-9466	37	1	annual	DATE
ap-9466	37	2	4	CARDINAL
ap-9466	40	1	the new jersey department of transportation	ORG
ap-9466	41	1	two years	DATE
ap-9466	41	2	5	CARDINAL
ap-9466	47	1	the united states	GPE
ap-9466	47	2	the 1970s	DATE
ap-9466	48	1	6	CARDINAL
ap-9466	50	1	standard astm	ORG
ap-9466	50	2	astm d6433-11	ORG
ap-9466	51	1	pci	ORG
ap-9466	51	2	0 to 100	CARDINAL
ap-9466	51	3	zero	CARDINAL
ap-9466	51	4	100	CARDINAL
ap-9466	54	1	the world bank	ORG
ap-9466	54	2	1986	DATE
ap-9466	56	1	8	CARDINAL
ap-9466	59	1	9	CARDINAL
ap-9466	59	2	10	CARDINAL
ap-9466	60	1	saudi arabia	GPE
ap-9466	61	1	95%	PERCENT
ap-9466	62	1	11	CARDINAL
ap-9466	65	1	two	CARDINAL
ap-9466	65	2	one	CARDINAL
ap-9466	66	1	nine	CARDINAL
ap-9466	66	2	north atlantic	LOC
ap-9466	67	1	1	CARDINAL
ap-9466	68	1	0.55	CARDINAL
ap-9466	68	2	12	CARDINAL
ap-9466	69	1	2	CARDINAL
ap-9466	70	1	1	CARDINAL
ap-9466	70	2	three years	DATE
ap-9466	71	1	2	CARDINAL
ap-9466	72	1	572	CARDINAL
ap-9466	73	1	64	CARDINAL
ap-9466	76	1	ac	ORG
ap-9466	76	2	3	CARDINAL
ap-9466	77	1	first	ORDINAL
ap-9466	77	2	0.013	CARDINAL
ap-9466	78	1	0.82	CARDINAL
ap-9466	78	2	13	CARDINAL
ap-9466	78	3	14	CARDINAL
ap-9466	80	1	2	CARDINAL
ap-9466	80	2	+ 120.02	CARDINAL
ap-9466	81	1	3	CARDINAL
ap-9466	82	1	15	CARDINAL
ap-9466	83	1	0.57	CARDINAL
ap-9466	84	1	0.75	CARDINAL
ap-9466	87	1	0.82	CARDINAL
ap-9466	88	1	16	CARDINAL
ap-9466	93	1	man-hours	TIME
ap-9466	96	1	17	CARDINAL
ap-9466	104	1	2	CARDINAL
ap-9466	106	1	100	CARDINAL
ap-9466	107	1	0	CARDINAL
ap-9466	107	2	95	CARDINAL
ap-9466	107	3	95	CARDINAL
ap-9466	107	4	170	CARDINAL
ap-9466	107	5	1.51 to 2.68mkm−1	CARDINAL
ap-9466	107	6	170	CARDINAL
ap-9466	107	7	2.68mkm−1	CARDINAL
ap-9466	112	1	18	CARDINAL
ap-9466	113	1	2.1	CARDINAL
ap-9466	114	1	three	CARDINAL
ap-9466	115	1	1	CARDINAL
ap-9466	118	1	573 alireza roshan	QUANTITY
ap-9466	118	2	1	CARDINAL
ap-9466	119	1	2.1.1	CARDINAL
ap-9466	122	1	one	CARDINAL
ap-9466	124	1	19	CARDINAL
ap-9466	125	1	2.1.2	CARDINAL
ap-9466	127	1	rfr	ORG
ap-9466	128	1	rfr	ORG
ap-9466	130	1	20	CARDINAL
ap-9466	131	1	2.1.3	CARDINAL
ap-9466	131	2	friedman	ORG
ap-9466	135	1	21	CARDINAL
ap-9466	136	1	2.1.4	CARDINAL
ap-9466	136	2	xgboost	PERSON
ap-9466	139	1	xgboost	PERSON
ap-9466	140	1	22	CARDINAL
ap-9466	144	1	23	CARDINAL
ap-9466	147	1	catboost	PERSON
ap-9466	148	1	24	CARDINAL
ap-9466	149	1	574	CARDINAL
ap-9466	150	1	64	CARDINAL
ap-9466	153	1	3	CARDINAL
ap-9466	154	1	202	CARDINAL
ap-9466	154	2	1	CARDINAL
ap-9466	154	3	2	CARDINAL
ap-9466	156	1	2	CARDINAL
ap-9466	156	2	3	CARDINAL
ap-9466	165	1	around 80 to 100	CARDINAL
ap-9466	166	1	3	CARDINAL
ap-9466	170	1	two	CARDINAL
ap-9466	170	2	80%	PERCENT
ap-9466	170	3	the remaining	PERCENT
ap-9466	170	4	20%	PERCENT
ap-9466	176	1	1 2.17	CARDINAL
ap-9466	176	2	61	CARDINAL
ap-9466	177	1	12	CARDINAL
ap-9466	177	2	2	CARDINAL
ap-9466	178	1	12	CARDINAL
ap-9466	178	2	3 1.43	CARDINAL
ap-9466	178	3	61	CARDINAL
ap-9466	179	1	12	CARDINAL
ap-9466	179	2	25	CARDINAL
ap-9466	179	3	5	CARDINAL
ap-9466	179	4	25	CARDINAL
ap-9466	179	5	6 1.07 92	QUANTITY
ap-9466	179	6	l. girardi omar	PERSON
ap-9466	179	7	26	CARDINAL
ap-9466	179	8	1.05	CARDINAL
ap-9466	179	9	l. girardi omar	PERSON
ap-9466	180	1	26	CARDINAL
ap-9466	180	2	arhin	PERSON
ap-9466	180	3	noel	PERSON
ap-9466	181	1	13	CARDINAL
ap-9466	181	2	9	CARDINAL
ap-9466	181	3	noel	PERSON
ap-9466	182	1	13	CARDINAL
ap-9466	182	2	10	CARDINAL
ap-9466	182	3	32	CARDINAL
ap-9466	182	4	ali et al	PERSON
ap-9466	183	1	27	CARDINAL
ap-9466	183	2	11 4.35	CARDINAL
ap-9466	183	3	34.5	CARDINAL
ap-9466	183	4	ali et al	PERSON
ap-9466	184	1	27	CARDINAL
ap-9466	184	2	12 0.89 76.82	CARDINAL
ap-9466	184	3	dewan	GPE
ap-9466	184	4	28	CARDINAL
ap-9466	184	5	1	CARDINAL
ap-9466	185	1	202	CARDINAL
ap-9466	185	2	1.77 77.56	CARDINAL
ap-9466	185	3	1.20	CARDINAL
ap-9466	185	4	14.24	MONEY
ap-9466	185	5	0.72 31 25%	PERCENT
ap-9466	185	6	1 69 50%	PERCENT
ap-9466	185	7	1.29 76.01 75%	PERCENT
ap-9466	185	8	2.03	CARDINAL
ap-9466	185	9	max 5.86 100	LAW
ap-9466	185	10	2	CARDINAL
ap-9466	188	1	4	CARDINAL
ap-9466	190	1	six	CARDINAL
ap-9466	190	2	xgboost	PERSON
ap-9466	192	1	29	CARDINAL
ap-9466	195	1	three	CARDINAL
ap-9466	195	2	mae	PERSON
ap-9466	197	1	mae	PERSON
ap-9466	198	1	alireza roshan	PERSON
ap-9466	198	2	2	CARDINAL
ap-9466	199	1	3	CARDINAL
ap-9466	200	1	joingrid	GPE
ap-9466	201	1	tion	PERSON
ap-9466	201	2	30	CARDINAL
ap-9466	202	1	3	CARDINAL
ap-9466	202	2	4	CARDINAL
ap-9466	202	3	mae	GPE
ap-9466	203	1	xgboost	PERSON
ap-9466	204	1	0.90	CARDINAL
ap-9466	207	1	mae rmse r-squared	PERSON
ap-9466	208	1	2.53	CARDINAL
ap-9466	208	2	4.24	CARDINAL
ap-9466	208	3	2.65	CARDINAL
ap-9466	208	4	0.898	CARDINAL
ap-9466	208	5	4.25	CARDINAL
ap-9466	208	6	0.844	CARDINAL
ap-9466	208	7	4.32 5.76 0.836	CARDINAL
ap-9466	208	8	7.46 8.02 0.672	MONEY
ap-9466	208	9	3	CARDINAL
ap-9466	210	1	4	CARDINAL
ap-9466	210	2	0.90	CARDINAL
ap-9466	216	1	mse	ORG
ap-9466	217	1	5	CARDINAL
ap-9466	219	1	xgboost	PERSON
ap-9466	220	1	64	CARDINAL
ap-9466	223	1	4	CARDINAL
ap-9466	225	1	5	CARDINAL
ap-9466	226	1	577	CARDINAL
ap-9466	226	2	alireza roshan	PERSON
ap-9466	228	1	catboost gbm	ORG
ap-9466	228	2	100 92 85.64	CARDINAL
ap-9466	228	3	86.70	MONEY
ap-9466	228	4	73.49	CARDINAL
ap-9466	228	5	80.25	CARDINAL
ap-9466	228	6	83.86	CARDINAL
ap-9466	228	7	84.12	MONEY
ap-9466	228	8	82.49	CARDINAL
ap-9466	228	9	4	CARDINAL
ap-9466	229	1	fhwa	PERSON
ap-9466	230	1	31	CARDINAL
ap-9466	231	1	32	CARDINAL
ap-9466	231	2	goenaga et al	PERSON
ap-9466	232	1	33]condition	CARDINAL
ap-9466	232	2	1.5 2	CARDINAL
ap-9466	232	3	3.5 2.8	CARDINAL
ap-9466	232	4	3.5	CARDINAL
ap-9466	232	5	1.5	CARDINAL
ap-9466	232	6	2.68 3.5	CARDINAL
ap-9466	232	7	6 3.5	CARDINAL
ap-9466	232	8	4.3	CARDINAL
ap-9466	232	9	2.68	CARDINAL
ap-9466	232	10	8	CARDINAL
ap-9466	232	11	4.3	CARDINAL
ap-9466	232	12	5	CARDINAL
ap-9466	234	1	crack(area	GPE
ap-9466	234	2	crack(area	GPE
ap-9466	234	3	0.98	CARDINAL
ap-9466	234	4	95.3	CARDINAL
ap-9466	234	5	kansas	GPE
ap-9466	234	6	3.39 9.199 88.69	MONEY
ap-9466	234	7	missouri	GPE
ap-9466	234	8	1.26	CARDINAL
ap-9466	234	9	88.43	CARDINAL
ap-9466	234	10	nebraska	ORG
ap-9466	234	11	0.82	CARDINAL
ap-9466	234	12	95.52 ∗	QUANTITY
ap-9466	237	1	6	CARDINAL
ap-9466	240	1	4	CARDINAL
ap-9466	242	1	162	CARDINAL
ap-9466	242	2	187	CARDINAL
ap-9466	244	1	4.1	CARDINAL
ap-9466	246	1	four	CARDINAL
ap-9466	246	2	the united states	GPE
ap-9466	248	1	5	CARDINAL
ap-9466	249	1	fhwa	PERSON
ap-9466	249	2	less than 1.5	CARDINAL
ap-9466	249	3	between 1.5	CARDINAL
ap-9466	249	4	2.68	CARDINAL
ap-9466	253	1	6	CARDINAL
ap-9466	255	1	64	CARDINAL
ap-9466	258	1	6	CARDINAL
ap-9466	262	1	missouri	GPE
ap-9466	263	1	6	CARDINAL
ap-9466	264	1	missouri	GPE
ap-9466	264	2	nebraska	GPE
ap-9466	265	1	the kansas section	ORG
ap-9466	266	1	5	CARDINAL
ap-9466	267	1	1	CARDINAL
ap-9466	278	1	xgboost models	ORG
ap-9466	278	2	0.90	CARDINAL
ap-9466	283	1	1	CARDINAL
ap-9466	283	2	a. roshan	PERSON
ap-9466	283	3	m. abdelrahman	PERSON
ap-9466	285	1	14(8):1037	CARDINAL
ap-9466	285	2	2024	DATE
ap-9466	286	1	2	CARDINAL
ap-9466	287	1	fhwa	PERSON
ap-9466	287	2	2022	CARDINAL
ap-9466	287	3	2022	CARDINAL
ap-9466	288	1	579 https://doi.org/10.3390/coatings14081037 alireza roshan	QUANTITY
ap-9466	289	1	3	CARDINAL
ap-9466	289	2	j. f. bledsoe	PERSON
ap-9466	289	3	h. s. lee	PERSON
ap-9466	289	4	applied research associates, inc.	ORG
ap-9466	289	5	2021	CARDINAL
ap-9466	290	1	4	CARDINAL
ap-9466	291	1	no. 5	CARDINAL
ap-9466	291	2	242	CARDINAL
ap-9466	291	3	2019	DATE
ap-9466	292	1	5	CARDINAL
ap-9466	292	2	r. blight	PERSON
ap-9466	292	3	v. ganji	PERSON
ap-9466	293	1	2675(5):345–355	CARDINAL
ap-9466	293	2	2021	DATE
ap-9466	295	1	6	CARDINAL
ap-9466	295	2	m. y. shahin	PERSON
ap-9466	295	3	j. a. walther	PERSON
ap-9466	298	1	us army corps	ORG
ap-9466	298	2	1990	DATE
ap-9466	299	1	7	CARDINAL
ap-9466	299	2	m. y. shahin	PERSON
ap-9466	301	1	5th	ORDINAL
ap-9466	302	1	2001	DATE
ap-9466	303	1	8	CARDINAL
ap-9466	303	2	j. li	PERSON
ap-9466	303	3	z. zhang	PERSON
ap-9466	303	4	w. wang	PERSON
ap-9466	305	1	144(2):06018002, 2018	DATE
ap-9466	307	1	9	CARDINAL
ap-9466	307	2	a. tangphaisankun	PERSON
ap-9466	308	1	thailand	GPE
ap-9466	309	1	eastern asia society	LOC
ap-9466	309	2	6:1137–1152	CARDINAL
ap-9466	310	1	10	CARDINAL
ap-9466	310	2	y. wang	PERSON
ap-9466	310	3	d. allen	PERSON
ap-9466	311	1	9(1):33–44, 2008	DATE
ap-9466	313	1	11	CARDINAL
ap-9466	313	2	m. mubaraki	PERSON
ap-9466	315	1	9(5):393–402	CARDINAL
ap-9466	315	2	2016	DATE
ap-9466	317	1	12	CARDINAL
ap-9466	317	2	k. park	PERSON
ap-9466	317	3	n. e. thomas	PERSON
ap-9466	317	4	k. w. lee	PERSON
ap-9466	318	1	133(12):706–709	CARDINAL
ap-9466	318	2	2007	DATE
ap-9466	319	1	https://doi.org/10.1061/(asce)0733947x(2007)133:12(706	PERSON
ap-9466	320	1	13	CARDINAL
ap-9466	320	2	s. a. arhin	PERSON
ap-9466	320	3	e. c. noel	PERSON
ap-9466	321	1	washington dc	GPE
ap-9466	324	1	howard university transportation research center	ORG
ap-9466	324	2	2014	DATE
ap-9466	325	1	14	CARDINAL
ap-9466	325	2	s. a. arhin	PERSON
ap-9466	325	3	l. n. williams	PERSON
ap-9466	325	4	a. ribbiso	PERSON
ap-9466	325	5	m. f. anderson	PERSON
ap-9466	327	1	5(1):10–17	CARDINAL
ap-9466	327	2	2015	DATE
ap-9466	329	1	15	CARDINAL
ap-9466	329	2	s. m. e.-b	PERSON
ap-9466	330	1	nader abdelaziz	PERSON
ap-9466	330	2	ragaa	GPE
ap-9466	330	3	t. abd el-hakim	PERSON
ap-9466	330	4	h. a. afify	PERSON
ap-9466	332	1	2020	DATE
ap-9466	334	1	16	CARDINAL
ap-9466	334	2	y. murad	ORG
ap-9466	334	3	i. asi	PERSON
ap-9466	334	4	a. shatnawi	PERSON
ap-9466	336	1	6(3):139	CARDINAL
ap-9466	336	2	2021	DATE
ap-9466	338	1	17	CARDINAL
ap-9466	338	2	a. roshan	PERSON
ap-9466	338	3	m. abdelrahman	PERSON
ap-9466	340	1	03611981241257505	DATE
ap-9466	340	2	2024	DATE
ap-9466	341	1	first	ORDINAL
ap-9466	343	1	18	CARDINAL
ap-9466	343	2	k. aghaee	PERSON
ap-9466	343	3	a. roshan	PERSON
ap-9466	344	1	2024	DATE
ap-9466	345	1	19	CARDINAL
ap-9466	347	1	139(3):1111–1119	CARDINAL
ap-9466	347	2	2020	DATE
ap-9466	349	1	20	CARDINAL
ap-9466	349	2	a. roshan	PERSON
ap-9466	349	3	m. abdelrahman	PERSON
ap-9466	350	1	10(3):1195–1208	CARDINAL
ap-9466	350	2	2024	DATE
ap-9466	352	1	21	CARDINAL
ap-9466	352	2	j. h. friedman	PERSON
ap-9466	354	1	29(5):1189–1232, 2001	DATE
ap-9466	356	1	22	CARDINAL
ap-9466	356	2	t. chen	PERSON
ap-9466	356	3	c. guestrin	PERSON
ap-9466	357	1	xgboost	PERSON
ap-9466	359	1	22nd	ORDINAL
ap-9466	359	2	16	CARDINAL
ap-9466	360	1	785–794	CARDINAL
ap-9466	360	2	new york	GPE
ap-9466	360	3	usa	GPE
ap-9466	360	4	2016	DATE
ap-9466	362	1	23	CARDINAL
ap-9466	362	2	r. e. schapire	PERSON
ap-9466	364	1	13th	ORDINAL
ap-9466	365	1	1996	DATE
ap-9466	366	1	24	CARDINAL
ap-9466	366	2	f. zhang	PERSON
ap-9466	366	3	h. fleyeh	PERSON
ap-9466	368	1	2019 16th	DATE
ap-9466	368	2	european	NORP
ap-9466	368	3	1	CARDINAL
ap-9466	368	4	6	CARDINAL
ap-9466	368	5	2019	DATE
ap-9466	369	1	25	CARDINAL
ap-9466	369	2	r.	NORP
ap-9466	369	3	hasibuan	GPE
ap-9466	369	4	m. sejahtera surbakti	PERSON
ap-9466	371	1	258:03019	DATE
ap-9466	371	2	2019	DATE
ap-9466	372	1	26	CARDINAL
ap-9466	372	2	l. girardi omar	PERSON
ap-9466	374	1	ph.d	ORG
ap-9466	375	1	carleton university	ORG
ap-9466	375	2	2019	DATE
ap-9466	377	1	27	CARDINAL
ap-9466	377	2	a. ali	PERSON
ap-9466	377	3	k. hossain	PERSON
ap-9466	377	4	a. hussein	PERSON
ap-9466	377	5	st	GPE
ap-9466	377	6	john	PERSON
ap-9466	378	1	airfield	FAC
ap-9466	378	2	2019	DATE
ap-9466	379	1	335–342	CARDINAL
ap-9466	380	1	american	NORP
ap-9466	380	2	2019	DATE
ap-9466	381	1	580	CARDINAL
ap-9466	382	1	64	CARDINAL
ap-9466	384	1	28	CARDINAL
ap-9466	384	2	s. a. dewan	PERSON
ap-9466	384	3	r. e. smith	PERSON
ap-9466	385	1	san francisco bay	LOC
ap-9466	386	1	1816(1):65–72, 2002	DATE
ap-9466	387	1	29	CARDINAL
ap-9466	387	2	s. k. rajamani	PERSON
ap-9466	387	3	r. s. iyer	PERSON
ap-9466	390	1	282–306	CARDINAL
ap-9466	391	1	2023	CARDINAL
ap-9466	392	1	https	PERSON
ap-9466	392	2	//doi.org/10.4018/978	CARDINAL
ap-9466	393	1	30	CARDINAL
ap-9466	393	2	a. roshan	PERSON
ap-9466	393	3	m. abdelrahman	PERSON
ap-9466	395	1	2024	DATE
ap-9466	397	1	31	CARDINAL
ap-9466	397	2	m. grogg	PERSON
ap-9466	400	1	federal highway administration	ORG
ap-9466	400	2	fhwa office of infrastructure	ORG
ap-9466	400	3	2017	CARDINAL
ap-9466	401	1	32	CARDINAL
ap-9466	401	2	m. w. sayers	PERSON
ap-9466	401	3	t. d. gillespie	PERSON
ap-9466	401	4	w. d. o. paterson	PERSON
ap-9466	403	1	washington	GPE
ap-9466	403	2	d. c., usa	GPE
ap-9466	403	3	1986	DATE
ap-9466	404	1	33	CARDINAL
ap-9466	404	2	b. j. goenaga	PERSON
ap-9466	404	3	l. g. fuentes pumarejo	PERSON
ap-9466	404	4	o. a. mora lerma	PERSON
ap-9466	406	1	ingeniería e investigación 37(1):49–57,	ORG
ap-9466	406	2	2017	CARDINAL
ap-9466	407	1	581	CARDINAL
ap-9466	407	2	https://doi.org/10.3141/1816-08	ORG
ap-9466	407	3	https://doi.org/10.4018/978-1-6684-8582-8.ch016 https://doi.org/10.4018/978-1-6684-8582-8.ch016 https://doi.org/10.4186/ej.2024.28.3.15	PERSON
ap-9466	407	4	64(6):571–581	CARDINAL
ap-9466	407	5	2024 1	DATE
ap-9466	407	6	2	CARDINAL
ap-9466	407	7	2.1	CARDINAL
ap-9466	407	8	2.1.1	CARDINAL
ap-9466	407	9	2.1.2	CARDINAL
ap-9466	407	10	2.1.3	CARDINAL
ap-9466	407	11	2.1.4	CARDINAL
ap-9466	407	12	2.1.5	CARDINAL
ap-9466	407	13	3	CARDINAL
ap-9466	407	14	4	CARDINAL
ap-9466	407	15	4.1	CARDINAL
ap-9466	407	16	5	CARDINAL