id	sid	tid	token	lemma	pos
fcis-30988	1	1	frontiers	frontier	NOUN
fcis-30988	1	2	in	in	ADP
fcis-30988	1	3	computing	computing	NOUN
fcis-30988	1	4	and	and	CCONJ
fcis-30988	1	5	intelligent	intelligent	ADJ
fcis-30988	1	6	systems	system	NOUN
fcis-30988	1	7	issn	issn	VERB
fcis-30988	1	8	:	:	PUNCT
fcis-30988	1	9	2832	2832	NUM
fcis-30988	1	10	-	-	SYM
fcis-30988	1	11	6024	6024	NUM
fcis-30988	1	12	|	|	NOUN
fcis-30988	1	13	vol	vol	NOUN
fcis-30988	1	14	.	.	PROPN
fcis-30988	2	1	12	12	NUM
fcis-30988	2	2	,	,	PUNCT
fcis-30988	2	3	no	no	INTJ
fcis-30988	2	4	.	.	NOUN
fcis-30988	2	5	2	2	NUM
fcis-30988	2	6	,	,	PUNCT
fcis-30988	2	7	2025	2025	NUM
fcis-30988	2	8	57	57	NUM
fcis-30988	2	9	research	research	NOUN
fcis-30988	2	10	on	on	ADP
fcis-30988	2	11	airport	airport	NOUN
fcis-30988	2	12	traffic	traffic	NOUN
fcis-30988	2	13	situation	situation	NOUN
fcis-30988	2	14	based	base	VERB
fcis-30988	2	15	on	on	ADP
fcis-30988	2	16	multi‐	multi‐	PROPN
fcis-30988	2	17	source	source	PROPN
fcis-30988	2	18	data	data	PROPN
fcis-30988	2	19	jie	jie	PROPN
fcis-30988	2	20	ren	ren	PROPN
fcis-30988	2	21	1	1	NUM
fcis-30988	2	22	,	,	PUNCT
fcis-30988	2	23	weijia	weijia	X
fcis-30988	2	24	hao	hao	PROPN
fcis-30988	2	25	2	2	NUM
fcis-30988	2	26	1	1	NUM
fcis-30988	2	27	guangzhou	guangzhou	PROPN
fcis-30988	2	28	civil	civil	PROPN
fcis-30988	2	29	aviation	aviation	PROPN
fcis-30988	2	30	college	college	PROPN
fcis-30988	2	31	,	,	PUNCT
fcis-30988	2	32	guangzhou	guangzhou	PROPN
fcis-30988	2	33	guangdong	guangdong	PROPN
fcis-30988	2	34	,	,	PUNCT
fcis-30988	2	35	510403	510403	NUM
fcis-30988	2	36	,	,	PUNCT
fcis-30988	2	37	china	china	PROPN
fcis-30988	2	38	2	2	NUM
fcis-30988	2	39	guangdong	guangdong	PROPN
fcis-30988	2	40	nanhua	nanhua	PROPN
fcis-30988	2	41	vocational	vocational	PROPN
fcis-30988	2	42	college	college	PROPN
fcis-30988	2	43	of	of	ADP
fcis-30988	2	44	industry	industry	NOUN
fcis-30988	2	45	and	and	CCONJ
fcis-30988	2	46	commerce	commerce	PROPN
fcis-30988	2	47	,	,	PUNCT
fcis-30988	2	48	guangzhou	guangzhou	PROPN
fcis-30988	2	49	guangdong	guangdong	PROPN
fcis-30988	2	50	,	,	PUNCT
fcis-30988	2	51	510000	510000	NUM
fcis-30988	2	52	,	,	PUNCT
fcis-30988	2	53	china	china	PROPN
fcis-30988	2	54	abstract	abstract	PROPN
fcis-30988	2	55	:	:	PUNCT
fcis-30988	2	56	with	with	ADP
fcis-30988	2	57	the	the	DET
fcis-30988	2	58	rapid	rapid	ADJ
fcis-30988	2	59	development	development	NOUN
fcis-30988	2	60	of	of	ADP
fcis-30988	2	61	the	the	DET
fcis-30988	2	62	aviation	aviation	NOUN
fcis-30988	2	63	industry	industry	NOUN
fcis-30988	2	64	,	,	PUNCT
fcis-30988	2	65	the	the	DET
fcis-30988	2	66	complexity	complexity	NOUN
fcis-30988	2	67	and	and	CCONJ
fcis-30988	2	68	uncertainty	uncertainty	NOUN
fcis-30988	2	69	of	of	ADP
fcis-30988	2	70	airport	airport	NOUN
fcis-30988	2	71	traffic	traffic	NOUN
fcis-30988	2	72	situations	situation	NOUN
fcis-30988	2	73	have	have	AUX
fcis-30988	2	74	increased	increase	VERB
fcis-30988	2	75	significantly	significantly	ADV
fcis-30988	2	76	.	.	PUNCT
fcis-30988	3	1	existing	exist	VERB
fcis-30988	3	2	prediction	prediction	NOUN
fcis-30988	3	3	methods	method	NOUN
fcis-30988	3	4	for	for	ADP
fcis-30988	3	5	airport	airport	NOUN
fcis-30988	3	6	operations	operation	NOUN
fcis-30988	3	7	often	often	ADV
fcis-30988	3	8	rely	rely	VERB
fcis-30988	3	9	on	on	ADP
fcis-30988	3	10	single	single	ADJ
fcis-30988	3	11	data	datum	NOUN
fcis-30988	3	12	sources	source	NOUN
fcis-30988	3	13	,	,	PUNCT
fcis-30988	3	14	which	which	PRON
fcis-30988	3	15	fail	fail	VERB
fcis-30988	3	16	to	to	PART
fcis-30988	3	17	comprehensively	comprehensively	ADV
fcis-30988	3	18	and	and	CCONJ
fcis-30988	3	19	accurately	accurately	ADV
fcis-30988	3	20	reflect	reflect	VERB
fcis-30988	3	21	dynamic	dynamic	ADJ
fcis-30988	3	22	changes	change	NOUN
fcis-30988	3	23	in	in	ADP
fcis-30988	3	24	airport	airport	NOUN
fcis-30988	3	25	operations	operation	NOUN
fcis-30988	3	26	.	.	PUNCT
fcis-30988	4	1	this	this	DET
fcis-30988	4	2	study	study	NOUN
fcis-30988	4	3	proposes	propose	VERB
fcis-30988	4	4	a	a	DET
fcis-30988	4	5	multi	multi	ADJ
fcis-30988	4	6	-	-	ADJ
fcis-30988	4	7	source	source	NOUN
fcis-30988	4	8	data	data	NOUN
fcis-30988	4	9	fusion	fusion	NOUN
fcis-30988	4	10	framework	framework	NOUN
fcis-30988	4	11	for	for	ADP
fcis-30988	4	12	airport	airport	NOUN
fcis-30988	4	13	traffic	traffic	NOUN
fcis-30988	4	14	situations	situation	NOUN
fcis-30988	4	15	and	and	CCONJ
fcis-30988	4	16	establishes	establish	VERB
fcis-30988	4	17	an	an	DET
fcis-30988	4	18	intelligent	intelligent	ADJ
fcis-30988	4	19	prediction	prediction	NOUN
fcis-30988	4	20	model	model	NOUN
fcis-30988	4	21	based	base	VERB
fcis-30988	4	22	on	on	ADP
fcis-30988	4	23	the	the	DET
fcis-30988	4	24	fused	fuse	VERB
fcis-30988	4	25	data	datum	NOUN
fcis-30988	4	26	to	to	PART
fcis-30988	4	27	achieve	achieve	VERB
fcis-30988	4	28	precise	precise	ADJ
fcis-30988	4	29	forecasting	forecasting	NOUN
fcis-30988	4	30	.	.	PUNCT
fcis-30988	5	1	furthermore	furthermore	ADV
fcis-30988	5	2	,	,	PUNCT
fcis-30988	5	3	optimization	optimization	NOUN
fcis-30988	5	4	strategies	strategy	NOUN
fcis-30988	5	5	for	for	ADP
fcis-30988	5	6	airport	airport	NOUN
fcis-30988	5	7	operations	operation	NOUN
fcis-30988	5	8	,	,	PUNCT
fcis-30988	5	9	including	include	VERB
fcis-30988	5	10	resource	resource	NOUN
fcis-30988	5	11	allocation	allocation	NOUN
fcis-30988	5	12	and	and	CCONJ
fcis-30988	5	13	flight	flight	NOUN
fcis-30988	5	14	scheduling	scheduling	NOUN
fcis-30988	5	15	,	,	PUNCT
fcis-30988	5	16	are	be	AUX
fcis-30988	5	17	proposed	propose	VERB
fcis-30988	5	18	based	base	VERB
fcis-30988	5	19	on	on	ADP
fcis-30988	5	20	prediction	prediction	NOUN
fcis-30988	5	21	results	result	NOUN
fcis-30988	5	22	.	.	PUNCT
fcis-30988	6	1	the	the	DET
fcis-30988	6	2	effectiveness	effectiveness	NOUN
fcis-30988	6	3	of	of	ADP
fcis-30988	6	4	these	these	DET
fcis-30988	6	5	strategies	strategy	NOUN
fcis-30988	6	6	is	be	AUX
fcis-30988	6	7	validated	validate	VERB
fcis-30988	6	8	through	through	ADP
fcis-30988	6	9	simulation	simulation	NOUN
fcis-30988	6	10	experiments	experiment	NOUN
fcis-30988	6	11	.	.	PUNCT
fcis-30988	7	1	the	the	DET
fcis-30988	7	2	results	result	NOUN
fcis-30988	7	3	demonstrate	demonstrate	VERB
fcis-30988	7	4	that	that	SCONJ
fcis-30988	7	5	the	the	DET
fcis-30988	7	6	intelligent	intelligent	ADJ
fcis-30988	7	7	prediction	prediction	NOUN
fcis-30988	7	8	method	method	NOUN
fcis-30988	7	9	based	base	VERB
fcis-30988	7	10	on	on	ADP
fcis-30988	7	11	multi	multi	ADJ
fcis-30988	7	12	-	-	ADJ
fcis-30988	7	13	source	source	NOUN
fcis-30988	7	14	data	datum	NOUN
fcis-30988	7	15	fusion	fusion	NOUN
fcis-30988	7	16	significantly	significantly	ADV
fcis-30988	7	17	improves	improve	VERB
fcis-30988	7	18	the	the	DET
fcis-30988	7	19	accuracy	accuracy	NOUN
fcis-30988	7	20	and	and	CCONJ
fcis-30988	7	21	reliability	reliability	NOUN
fcis-30988	7	22	of	of	ADP
fcis-30988	7	23	airport	airport	NOUN
fcis-30988	7	24	operation	operation	NOUN
fcis-30988	7	25	forecasting	forecasting	NOUN
fcis-30988	7	26	,	,	PUNCT
fcis-30988	7	27	providing	provide	VERB
fcis-30988	7	28	a	a	DET
fcis-30988	7	29	scientific	scientific	ADJ
fcis-30988	7	30	basis	basis	NOUN
fcis-30988	7	31	for	for	ADP
fcis-30988	7	32	airport	airport	NOUN
fcis-30988	7	33	management	management	NOUN
fcis-30988	7	34	and	and	CCONJ
fcis-30988	7	35	enhancing	enhance	VERB
fcis-30988	7	36	operational	operational	ADJ
fcis-30988	7	37	efficiency	efficiency	NOUN
fcis-30988	7	38	and	and	CCONJ
fcis-30988	7	39	service	service	NOUN
fcis-30988	7	40	quality	quality	NOUN
fcis-30988	7	41	.	.	PUNCT
fcis-30988	8	1	the	the	DET
fcis-30988	8	2	innovation	innovation	NOUN
fcis-30988	8	3	of	of	ADP
fcis-30988	8	4	this	this	DET
fcis-30988	8	5	research	research	NOUN
fcis-30988	8	6	lies	lie	VERB
fcis-30988	8	7	in	in	ADP
fcis-30988	8	8	proposing	propose	VERB
fcis-30988	8	9	a	a	DET
fcis-30988	8	10	hierarchical	hierarchical	ADJ
fcis-30988	8	11	fusion	fusion	NOUN
fcis-30988	8	12	architecture	architecture	NOUN
fcis-30988	8	13	that	that	PRON
fcis-30988	8	14	combines	combine	VERB
fcis-30988	8	15	deep	deep	ADJ
fcis-30988	8	16	learning	learning	NOUN
fcis-30988	8	17	with	with	ADP
fcis-30988	8	18	attention	attention	NOUN
fcis-30988	8	19	mechanisms	mechanism	NOUN
fcis-30988	8	20	to	to	PART
fcis-30988	8	21	address	address	VERB
fcis-30988	8	22	spatiotemporal	spatiotemporal	ADJ
fcis-30988	8	23	alignment	alignment	NOUN
fcis-30988	8	24	challenges	challenge	NOUN
fcis-30988	8	25	of	of	ADP
fcis-30988	8	26	heterogeneous	heterogeneous	ADJ
fcis-30988	8	27	data	datum	NOUN
fcis-30988	8	28	,	,	PUNCT
fcis-30988	8	29	as	as	ADV
fcis-30988	8	30	well	well	ADV
fcis-30988	8	31	as	as	ADP
fcis-30988	8	32	employing	employ	VERB
fcis-30988	8	33	multi	multi	ADJ
fcis-30988	8	34	-	-	ADJ
fcis-30988	8	35	objective	objective	ADJ
fcis-30988	8	36	optimization	optimization	NOUN
fcis-30988	8	37	algorithms	algorithm	NOUN
fcis-30988	8	38	to	to	PART
fcis-30988	8	39	balance	balance	VERB
fcis-30988	8	40	resource	resource	NOUN
fcis-30988	8	41	utilization	utilization	NOUN
fcis-30988	8	42	and	and	CCONJ
fcis-30988	8	43	passenger	passenger	NOUN
fcis-30988	8	44	satisfaction	satisfaction	NOUN
fcis-30988	8	45	metrics	metric	NOUN
fcis-30988	8	46	.	.	PUNCT
fcis-30988	9	1	keywords	keyword	NOUN
fcis-30988	9	2	:	:	PUNCT
fcis-30988	9	3	multi	multi	ADJ
fcis-30988	9	4	-	-	ADJ
fcis-30988	9	5	source	source	NOUN
fcis-30988	9	6	data	datum	NOUN
fcis-30988	9	7	fusion	fusion	NOUN
fcis-30988	9	8	;	;	PUNCT
fcis-30988	9	9	airport	airport	NOUN
fcis-30988	9	10	traffic	traffic	NOUN
fcis-30988	9	11	situation	situation	NOUN
fcis-30988	9	12	;	;	PUNCT
fcis-30988	9	13	intelligent	intelligent	ADJ
fcis-30988	9	14	prediction	prediction	NOUN
fcis-30988	9	15	;	;	PUNCT
fcis-30988	9	16	optimization	optimization	NOUN
fcis-30988	9	17	strategies	strategy	NOUN
fcis-30988	9	18	;	;	PUNCT
fcis-30988	9	19	deep	deep	ADJ
fcis-30988	9	20	learning	learning	NOUN
fcis-30988	9	21	.	.	PUNCT
fcis-30988	10	1	1	1	X
fcis-30988	10	2	.	.	X
fcis-30988	10	3	introduction	introduction	NOUN
fcis-30988	10	4	1.1	1.1	NUM
fcis-30988	10	5	.	.	PUNCT
fcis-30988	11	1	research	research	NOUN
fcis-30988	11	2	background	background	NOUN
fcis-30988	11	3	airports	airport	NOUN
fcis-30988	11	4	,	,	PUNCT
fcis-30988	11	5	as	as	ADP
fcis-30988	11	6	critical	critical	ADJ
fcis-30988	11	7	infrastructure	infrastructure	NOUN
fcis-30988	11	8	in	in	ADP
fcis-30988	11	9	aviation	aviation	NOUN
fcis-30988	11	10	networks	network	NOUN
fcis-30988	11	11	,	,	PUNCT
fcis-30988	11	12	face	face	VERB
fcis-30988	11	13	escalating	escalate	VERB
fcis-30988	11	14	operational	operational	ADJ
fcis-30988	11	15	complexities	complexity	NOUN
fcis-30988	11	16	due	due	ADJ
fcis-30988	11	17	to	to	ADP
fcis-30988	11	18	rapid	rapid	ADJ
fcis-30988	11	19	growth	growth	NOUN
fcis-30988	11	20	in	in	ADP
fcis-30988	11	21	air	air	NOUN
fcis-30988	11	22	traffic	traffic	NOUN
fcis-30988	11	23	[	[	X
fcis-30988	11	24	1][2	1][2	NUM
fcis-30988	11	25	]	]	PUNCT
fcis-30988	11	26	.	.	PUNCT
fcis-30988	12	1	airport	airport	NOUN
fcis-30988	12	2	operations	operation	NOUN
fcis-30988	12	3	are	be	AUX
fcis-30988	12	4	influenced	influence	VERB
fcis-30988	12	5	by	by	ADP
fcis-30988	12	6	multiple	multiple	ADJ
fcis-30988	12	7	factors	factor	NOUN
fcis-30988	12	8	,	,	PUNCT
fcis-30988	12	9	including	include	VERB
fcis-30988	12	10	flight	flight	NOUN
fcis-30988	12	11	data	datum	NOUN
fcis-30988	12	12	(	(	PUNCT
fcis-30988	12	13	e.g.	e.g.	ADV
fcis-30988	12	14	,	,	PUNCT
fcis-30988	12	15	flight	flight	NOUN
fcis-30988	12	16	numbers	number	NOUN
fcis-30988	12	17	,	,	PUNCT
fcis-30988	12	18	schedules	schedule	NOUN
fcis-30988	12	19	,	,	PUNCT
fcis-30988	12	20	delays	delay	NOUN
fcis-30988	12	21	)	)	PUNCT
fcis-30988	12	22	,	,	PUNCT
fcis-30988	12	23	meteorological	meteorological	ADJ
fcis-30988	12	24	data	datum	NOUN
fcis-30988	12	25	(	(	PUNCT
fcis-30988	12	26	e.g.	e.g.	ADV
fcis-30988	12	27	,	,	PUNCT
fcis-30988	12	28	weather	weather	NOUN
fcis-30988	12	29	conditions	condition	NOUN
fcis-30988	12	30	,	,	PUNCT
fcis-30988	12	31	wind	wind	NOUN
fcis-30988	12	32	speed	speed	NOUN
fcis-30988	12	33	,	,	PUNCT
fcis-30988	12	34	visibility	visibility	NOUN
fcis-30988	12	35	)	)	PUNCT
fcis-30988	12	36	,	,	PUNCT
fcis-30988	12	37	ground	ground	NOUN
fcis-30988	12	38	traffic	traffic	NOUN
fcis-30988	12	39	data	datum	NOUN
fcis-30988	12	40	(	(	PUNCT
fcis-30988	12	41	e.g.	e.g.	ADV
fcis-30988	12	42	,	,	PUNCT
fcis-30988	12	43	vehicle	vehicle	NOUN
fcis-30988	12	44	flow	flow	NOUN
fcis-30988	12	45	,	,	PUNCT
fcis-30988	12	46	road	road	NOUN
fcis-30988	12	47	congestion	congestion	NOUN
fcis-30988	12	48	)	)	PUNCT
fcis-30988	12	49	,	,	PUNCT
fcis-30988	12	50	and	and	CCONJ
fcis-30988	12	51	other	other	ADJ
fcis-30988	12	52	related	related	ADJ
fcis-30988	12	53	factors	factor	NOUN
fcis-30988	12	54	(	(	PUNCT
fcis-30988	12	55	e.g.	e.g.	ADV
fcis-30988	12	56	,	,	PUNCT
fcis-30988	12	57	facility	facility	NOUN
fcis-30988	12	58	status	status	NOUN
fcis-30988	12	59	,	,	PUNCT
fcis-30988	12	60	staffing	staffing	NOUN
fcis-30988	12	61	)	)	PUNCT
fcis-30988	13	1	[	[	X
fcis-30988	13	2	3	3	NUM
fcis-30988	13	3	]	]	PUNCT
fcis-30988	13	4	.	.	PUNCT
fcis-30988	14	1	existing	exist	VERB
fcis-30988	14	2	studies	study	NOUN
fcis-30988	14	3	predominantly	predominantly	ADV
fcis-30988	14	4	focus	focus	VERB
fcis-30988	14	5	on	on	ADP
fcis-30988	14	6	single	single	ADJ
fcis-30988	14	7	data	datum	NOUN
fcis-30988	14	8	sources	source	NOUN
fcis-30988	14	9	,	,	PUNCT
fcis-30988	14	10	leading	lead	VERB
fcis-30988	14	11	to	to	ADP
fcis-30988	14	12	incomplete	incomplete	ADJ
fcis-30988	14	13	or	or	CCONJ
fcis-30988	14	14	inaccurate	inaccurate	ADJ
fcis-30988	14	15	predictions	prediction	NOUN
fcis-30988	14	16	of	of	ADP
fcis-30988	14	17	dynamic	dynamic	ADJ
fcis-30988	14	18	operational	operational	ADJ
fcis-30988	14	19	changes	change	NOUN
fcis-30988	14	20	[	[	X
fcis-30988	14	21	4	4	NUM
fcis-30988	14	22	]	]	PUNCT
fcis-30988	14	23	.	.	PUNCT
fcis-30988	15	1	therefore	therefore	ADV
fcis-30988	15	2	,	,	PUNCT
fcis-30988	15	3	integrating	integrate	VERB
fcis-30988	15	4	multi	multi	ADJ
fcis-30988	15	5	-	-	ADJ
fcis-30988	15	6	dimensional	dimensional	ADJ
fcis-30988	15	7	information	information	NOUN
fcis-30988	15	8	through	through	ADP
fcis-30988	15	9	multi	multi	ADJ
fcis-30988	15	10	-	-	ADJ
fcis-30988	15	11	source	source	NOUN
fcis-30988	15	12	data	data	NOUN
fcis-30988	15	13	fusion	fusion	NOUN
fcis-30988	15	14	is	be	AUX
fcis-30988	15	15	essential	essential	ADJ
fcis-30988	15	16	to	to	PART
fcis-30988	15	17	construct	construct	VERB
fcis-30988	15	18	an	an	DET
fcis-30988	15	19	intelligent	intelligent	ADJ
fcis-30988	15	20	prediction	prediction	NOUN
fcis-30988	15	21	and	and	CCONJ
fcis-30988	15	22	optimization	optimization	NOUN
fcis-30988	15	23	framework	framework	NOUN
fcis-30988	15	24	for	for	ADP
fcis-30988	15	25	addressing	address	VERB
fcis-30988	15	26	realtime	realtime	ADJ
fcis-30988	15	27	operational	operational	ADJ
fcis-30988	15	28	challenges	challenge	NOUN
fcis-30988	15	29	.	.	PUNCT
fcis-30988	16	1	1.2	1.2	NUM
fcis-30988	16	2	.	.	PUNCT
fcis-30988	16	3	research	research	NOUN
fcis-30988	16	4	significance	significance	NOUN
fcis-30988	16	5	accurate	accurate	ADJ
fcis-30988	16	6	prediction	prediction	NOUN
fcis-30988	16	7	and	and	CCONJ
fcis-30988	16	8	optimization	optimization	NOUN
fcis-30988	16	9	of	of	ADP
fcis-30988	16	10	airport	airport	NOUN
fcis-30988	16	11	traffic	traffic	NOUN
fcis-30988	16	12	situations	situation	NOUN
fcis-30988	16	13	hold	hold	VERB
fcis-30988	16	14	significant	significant	ADJ
fcis-30988	16	15	value	value	NOUN
fcis-30988	16	16	:	:	PUNCT
fcis-30988	16	17	operational	operational	ADJ
fcis-30988	16	18	efficiency	efficiency	NOUN
fcis-30988	16	19	:	:	PUNCT
fcis-30988	16	20	optimized	optimize	VERB
fcis-30988	16	21	resource	resource	NOUN
fcis-30988	16	22	allocation	allocation	NOUN
fcis-30988	16	23	reduces	reduce	VERB
fcis-30988	16	24	delays	delay	NOUN
fcis-30988	16	25	and	and	CCONJ
fcis-30988	16	26	improves	improve	VERB
fcis-30988	16	27	runway	runway	NOUN
fcis-30988	16	28	utilization;passenger	utilization;passenger	PROPN
fcis-30988	16	29	satisfaction	satisfaction	NOUN
fcis-30988	16	30	:	:	PUNCT
fcis-30988	16	31	dynamic	dynamic	ADJ
fcis-30988	16	32	scheduling	scheduling	NOUN
fcis-30988	16	33	minimizes	minimize	VERB
fcis-30988	16	34	waiting	waiting	NOUN
fcis-30988	16	35	times	time	NOUN
fcis-30988	16	36	and	and	CCONJ
fcis-30988	16	37	enhances	enhance	VERB
fcis-30988	16	38	service	service	NOUN
fcis-30988	16	39	quality	quality	NOUN
fcis-30988	16	40	;	;	PUNCT
fcis-30988	16	41	safety	safety	NOUN
fcis-30988	16	42	assurance	assurance	NOUN
fcis-30988	16	43	:	:	PUNCT
fcis-30988	16	44	early	early	ADJ
fcis-30988	16	45	warnings	warning	NOUN
fcis-30988	16	46	for	for	ADP
fcis-30988	16	47	adverse	adverse	ADJ
fcis-30988	16	48	weather	weather	NOUN
fcis-30988	16	49	conditions	condition	NOUN
fcis-30988	16	50	mitigate	mitigate	VERB
fcis-30988	16	51	operational	operational	ADJ
fcis-30988	16	52	risks	risk	NOUN
fcis-30988	16	53	.	.	PUNCT
fcis-30988	17	1	for	for	ADP
fcis-30988	17	2	instance	instance	NOUN
fcis-30988	17	3	,	,	PUNCT
fcis-30988	17	4	singapore	singapore	PROPN
fcis-30988	17	5	changi	changi	PROPN
fcis-30988	17	6	airport	airport	PROPN
fcis-30988	17	7	improved	improve	VERB
fcis-30988	17	8	gate	gate	NOUN
fcis-30988	17	9	turnover	turnover	NOUN
fcis-30988	17	10	rates	rate	NOUN
fcis-30988	17	11	by	by	ADP
fcis-30988	17	12	18	18	NUM
fcis-30988	17	13	%	%	NOUN
fcis-30988	17	14	through	through	ADP
fcis-30988	17	15	data	data	NOUN
fcis-30988	17	16	-	-	PUNCT
fcis-30988	17	17	driven	drive	VERB
fcis-30988	17	18	scheduling	scheduling	NOUN
fcis-30988	17	19	[	[	X
fcis-30988	17	20	5	5	NUM
fcis-30988	17	21	]	]	PUNCT
fcis-30988	17	22	.	.	PUNCT
fcis-30988	18	1	this	this	DET
fcis-30988	18	2	study	study	NOUN
fcis-30988	18	3	provides	provide	VERB
fcis-30988	18	4	both	both	CCONJ
fcis-30988	18	5	theoretical	theoretical	ADJ
fcis-30988	18	6	and	and	CCONJ
fcis-30988	18	7	practical	practical	ADJ
fcis-30988	18	8	insights	insight	NOUN
fcis-30988	18	9	for	for	ADP
fcis-30988	18	10	advancing	advance	VERB
fcis-30988	18	11	smart	smart	ADJ
fcis-30988	18	12	airport	airport	NOUN
fcis-30988	18	13	development	development	NOUN
fcis-30988	18	14	.	.	PUNCT
fcis-30988	19	1	1.3	1.3	NUM
fcis-30988	19	2	.	.	PUNCT
fcis-30988	20	1	research	research	NOUN
fcis-30988	20	2	content	content	NOUN
fcis-30988	20	3	this	this	DET
fcis-30988	20	4	study	study	NOUN
fcis-30988	20	5	encompasses	encompass	VERB
fcis-30988	20	6	four	four	NUM
fcis-30988	20	7	key	key	ADJ
fcis-30988	20	8	components	component	NOUN
fcis-30988	20	9	:	:	PUNCT
fcis-30988	20	10	factor	factor	NOUN
fcis-30988	20	11	correlation	correlation	NOUN
fcis-30988	20	12	modeling	modeling	NOUN
fcis-30988	20	13	:	:	PUNCT
fcis-30988	20	14	quantifying	quantify	VERB
fcis-30988	20	15	the	the	DET
fcis-30988	20	16	contributions	contribution	NOUN
fcis-30988	20	17	of	of	ADP
fcis-30988	20	18	flight	flight	NOUN
fcis-30988	20	19	data	datum	NOUN
fcis-30988	20	20	,	,	PUNCT
fcis-30988	20	21	meteorological	meteorological	ADJ
fcis-30988	20	22	data	datum	NOUN
fcis-30988	20	23	,	,	PUNCT
fcis-30988	20	24	and	and	CCONJ
fcis-30988	20	25	ground	ground	NOUN
fcis-30988	20	26	traffic	traffic	NOUN
fcis-30988	20	27	data	datum	NOUN
fcis-30988	20	28	using	use	VERB
fcis-30988	20	29	principal	principal	ADJ
fcis-30988	20	30	component	component	NOUN
fcis-30988	20	31	analysis	analysis	NOUN
fcis-30988	20	32	(	(	PUNCT
fcis-30988	20	33	pca	pca	NOUN
fcis-30988	20	34	)	)	PUNCT
fcis-30988	20	35	and	and	CCONJ
fcis-30988	20	36	granger	granger	PROPN
fcis-30988	20	37	causality	causality	PROPN
fcis-30988	20	38	tests	test	VERB
fcis-30988	20	39	[	[	PUNCT
fcis-30988	20	40	6];multi	6];multi	ADJ
fcis-30988	20	41	-	-	PUNCT
fcis-30988	20	42	source	source	NOUN
fcis-30988	20	43	data	data	NOUN
fcis-30988	20	44	fusion	fusion	NOUN
fcis-30988	20	45	framework	framework	NOUN
fcis-30988	20	46	:	:	PUNCT
fcis-30988	20	47	designing	design	VERB
fcis-30988	20	48	a	a	DET
fcis-30988	20	49	feature	feature	NOUN
fcis-30988	20	50	-	-	PUNCT
fcis-30988	20	51	level	level	NOUN
fcis-30988	20	52	fusion	fusion	NOUN
fcis-30988	20	53	method	method	NOUN
fcis-30988	20	54	based	base	VERB
fcis-30988	20	55	on	on	ADP
fcis-30988	20	56	deep	deep	ADJ
fcis-30988	20	57	learning	learning	NOUN
fcis-30988	20	58	to	to	PART
fcis-30988	20	59	resolve	resolve	VERB
fcis-30988	20	60	spatiotemporal	spatiotemporal	ADJ
fcis-30988	20	61	alignment	alignment	NOUN
fcis-30988	20	62	challenges	challenge	NOUN
fcis-30988	20	63	;	;	PUNCT
fcis-30988	20	64	dynamic	dynamic	ADJ
fcis-30988	20	65	prediction	prediction	NOUN
fcis-30988	20	66	model	model	NOUN
fcis-30988	20	67	:	:	PUNCT
fcis-30988	20	68	developing	develop	VERB
fcis-30988	20	69	a	a	DET
fcis-30988	20	70	multi	multi	ADJ
fcis-30988	20	71	-	-	ADJ
fcis-30988	20	72	timescale	timescale	ADJ
fcis-30988	20	73	prediction	prediction	NOUN
fcis-30988	20	74	model	model	NOUN
fcis-30988	20	75	(	(	PUNCT
fcis-30988	20	76	short	short	ADJ
fcis-30988	20	77	-	-	PUNCT
fcis-30988	20	78	term	term	NOUN
fcis-30988	20	79	15	15	NUM
fcis-30988	20	80	minutes	minute	NOUN
fcis-30988	20	81	,	,	PUNCT
fcis-30988	20	82	medium	medium	ADJ
fcis-30988	20	83	-	-	PUNCT
fcis-30988	20	84	term	term	NOUN
fcis-30988	20	85	1	1	NUM
fcis-30988	20	86	hour	hour	NOUN
fcis-30988	20	87	,	,	PUNCT
fcis-30988	20	88	long	long	ADJ
fcis-30988	20	89	-	-	PUNCT
fcis-30988	20	90	term	term	NOUN
fcis-30988	20	91	24	24	NUM
fcis-30988	20	92	hours	hour	NOUN
fcis-30988	20	93	)	)	PUNCT
fcis-30988	20	94	integrating	integrate	VERB
fcis-30988	20	95	long	long	ADJ
fcis-30988	20	96	short	short	ADJ
fcis-30988	20	97	-	-	PUNCT
fcis-30988	20	98	term	term	NOUN
fcis-30988	20	99	memory	memory	NOUN
fcis-30988	20	100	(	(	PUNCT
fcis-30988	20	101	lstm	lstm	NOUN
fcis-30988	20	102	)	)	PUNCT
fcis-30988	20	103	and	and	CCONJ
fcis-30988	20	104	attention	attention	NOUN
fcis-30988	20	105	mechanisms;multi	mechanisms;multi	PROPN
fcis-30988	20	106	-	-	ADJ
fcis-30988	20	107	objective	objective	ADJ
fcis-30988	20	108	optimization	optimization	NOUN
fcis-30988	20	109	:	:	PUNCT
fcis-30988	20	110	balancing	balance	VERB
fcis-30988	20	111	resource	resource	NOUN
fcis-30988	20	112	utilization	utilization	NOUN
fcis-30988	20	113	and	and	CCONJ
fcis-30988	20	114	passenger	passenger	NOUN
fcis-30988	20	115	satisfaction	satisfaction	NOUN
fcis-30988	20	116	via	via	ADP
fcis-30988	20	117	the	the	DET
fcis-30988	20	118	nsga	nsga	NOUN
fcis-30988	20	119	-	-	PUNCT
fcis-30988	20	120	ii	ii	NOUN
fcis-30988	20	121	algorithm	algorithm	NOUN
fcis-30988	20	122	.	.	PUNCT
fcis-30988	21	1	2	2	X
fcis-30988	21	2	.	.	X
fcis-30988	21	3	analysis	analysis	NOUN
fcis-30988	21	4	of	of	ADP
fcis-30988	21	5	factors	factor	NOUN
fcis-30988	21	6	influencing	influence	VERB
fcis-30988	21	7	airport	airport	NOUN
fcis-30988	21	8	traffic	traffic	NOUN
fcis-30988	21	9	situations	situation	NOUN
fcis-30988	21	10	2.1	2.1	NUM
fcis-30988	21	11	.	.	PUNCT
fcis-30988	22	1	flight	flight	NOUN
fcis-30988	22	2	data	datum	NOUN
fcis-30988	22	3	flight	flight	NOUN
fcis-30988	22	4	data	datum	NOUN
fcis-30988	22	5	,	,	PUNCT
fcis-30988	22	6	including	include	VERB
fcis-30988	22	7	flight	flight	NOUN
fcis-30988	22	8	numbers	number	NOUN
fcis-30988	22	9	,	,	PUNCT
fcis-30988	22	10	schedules	schedule	NOUN
fcis-30988	22	11	,	,	PUNCT
fcis-30988	22	12	aircraft	aircraft	NOUN
fcis-30988	22	13	types	type	NOUN
fcis-30988	22	14	,	,	PUNCT
fcis-30988	22	15	and	and	CCONJ
fcis-30988	22	16	delay	delay	NOUN
fcis-30988	22	17	causes	cause	NOUN
fcis-30988	22	18	,	,	PUNCT
fcis-30988	22	19	are	be	AUX
fcis-30988	22	20	critical	critical	ADJ
fcis-30988	22	21	drivers	driver	NOUN
fcis-30988	22	22	of	of	ADP
fcis-30988	22	23	airport	airport	NOUN
fcis-30988	22	24	operations	operation	NOUN
fcis-30988	22	25	.	.	PUNCT
fcis-30988	23	1	for	for	ADP
fcis-30988	23	2	example	example	NOUN
fcis-30988	23	3	,	,	PUNCT
fcis-30988	23	4	mechanical	mechanical	ADJ
fcis-30988	23	5	failures	failure	NOUN
fcis-30988	23	6	cause	cause	VERB
fcis-30988	23	7	abrupt	abrupt	ADJ
fcis-30988	23	8	delays	delay	NOUN
fcis-30988	23	9	,	,	PUNCT
fcis-30988	23	10	while	while	SCONJ
fcis-30988	23	11	air	air	NOUN
fcis-30988	23	12	traffic	traffic	NOUN
fcis-30988	23	13	control	control	NOUN
fcis-30988	23	14	-	-	PUNCT
fcis-30988	23	15	induced	induce	VERB
fcis-30988	23	16	delays	delay	NOUN
fcis-30988	23	17	exhibit	exhibit	VERB
fcis-30988	23	18	temporal	temporal	ADJ
fcis-30988	23	19	clustering	clustering	NOUN
fcis-30988	23	20	.	.	PUNCT
fcis-30988	24	1	analysis	analysis	NOUN
fcis-30988	24	2	of	of	ADP
fcis-30988	24	3	historical	historical	ADJ
fcis-30988	24	4	data	datum	NOUN
fcis-30988	24	5	from	from	ADP
fcis-30988	24	6	a	a	DET
fcis-30988	24	7	major	major	ADJ
fcis-30988	24	8	hub	hub	NOUN
fcis-30988	24	9	airport	airport	NOUN
fcis-30988	24	10	revealed	reveal	VERB
fcis-30988	24	11	a	a	DET
fcis-30988	24	12	15	15	NUM
fcis-30988	24	13	%	%	NOUN
fcis-30988	24	14	higher	high	ADJ
fcis-30988	24	15	delay	delay	NOUN
fcis-30988	24	16	rate	rate	NOUN
fcis-30988	24	17	during	during	ADP
fcis-30988	24	18	morning	morning	NOUN
fcis-30988	24	19	peaks	peak	NOUN
fcis-30988	24	20	(	(	PUNCT
fcis-30988	24	21	6:00–9:00	6:00–9:00	NUM
fcis-30988	24	22	)	)	PUNCT
fcis-30988	24	23	due	due	ADP
fcis-30988	24	24	to	to	ADP
fcis-30988	24	25	runway	runway	NOUN
fcis-30988	24	26	saturation	saturation	NOUN
fcis-30988	24	27	and	and	CCONJ
fcis-30988	24	28	insufficient	insufficient	ADJ
fcis-30988	24	29	ground	ground	NOUN
fcis-30988	24	30	support	support	NOUN
fcis-30988	24	31	[	[	X
fcis-30988	24	32	7	7	NUM
fcis-30988	24	33	]	]	PUNCT
fcis-30988	24	34	.	.	PUNCT
fcis-30988	25	1	aircraft	aircraft	NOUN
fcis-30988	25	2	type	type	NOUN
fcis-30988	25	3	differences	difference	NOUN
fcis-30988	25	4	(	(	PUNCT
fcis-30988	25	5	e.g.	e.g.	ADV
fcis-30988	25	6	,	,	PUNCT
fcis-30988	25	7	a380	a380	PROPN
fcis-30988	25	8	vs.	vs.	ADP
fcis-30988	25	9	b737	b737	PROPN
fcis-30988	25	10	turnaround	turnaround	NOUN
fcis-30988	25	11	times	time	NOUN
fcis-30988	25	12	)	)	PUNCT
fcis-30988	25	13	also	also	ADV
fcis-30988	25	14	impact	impact	VERB
fcis-30988	25	15	gate	gate	NOUN
fcis-30988	25	16	allocation	allocation	NOUN
fcis-30988	25	17	efficiency	efficiency	NOUN
fcis-30988	25	18	.	.	PUNCT
fcis-30988	26	1	singapore	singapore	PROPN
fcis-30988	26	2	changi	changi	PROPN
fcis-30988	26	3	airport	airport	PROPN
fcis-30988	26	4	improved	improve	VERB
fcis-30988	26	5	gate	gate	NOUN
fcis-30988	26	6	turnover	turnover	NOUN
fcis-30988	26	7	rates	rate	NOUN
fcis-30988	26	8	by	by	ADP
fcis-30988	26	9	18	18	NUM
fcis-30988	26	10	%	%	NOUN
fcis-30988	26	11	through	through	ADP
fcis-30988	26	12	aircraft	aircraft	NOUN
fcis-30988	26	13	-	-	PUNCT
fcis-30988	26	14	type	type	NOUN
fcis-30988	26	15	-	-	PUNCT
fcis-30988	26	16	specific	specific	ADJ
fcis-30988	26	17	scheduling	scheduling	NOUN
fcis-30988	26	18	strategies	strategy	NOUN
fcis-30988	26	19	[	[	X
fcis-30988	26	20	5	5	NUM
fcis-30988	26	21	]	]	PUNCT
fcis-30988	26	22	.	.	PUNCT
fcis-30988	27	1	2.2	2.2	NUM
fcis-30988	27	2	.	.	PUNCT
fcis-30988	28	1	meteorological	meteorological	ADJ
fcis-30988	28	2	data	datum	NOUN
fcis-30988	28	3	meteorological	meteorological	ADJ
fcis-30988	28	4	factors	factor	NOUN
fcis-30988	28	5	nonlinearly	nonlinearly	ADV
fcis-30988	28	6	affect	affect	VERB
fcis-30988	28	7	operations	operation	NOUN
fcis-30988	28	8	.	.	PUNCT
fcis-30988	29	1	for	for	ADP
fcis-30988	29	2	instance	instance	NOUN
fcis-30988	29	3	,	,	PUNCT
fcis-30988	29	4	runway	runway	PROPN
fcis-30988	29	5	closure	closure	NOUN
fcis-30988	29	6	probability	probability	NOUN
fcis-30988	29	7	rises	rise	VERB
fcis-30988	29	8	significantly	significantly	ADV
fcis-30988	29	9	when	when	SCONJ
fcis-30988	29	10	visibility	visibility	NOUN
fcis-30988	29	11	drops	drop	VERB
fcis-30988	29	12	below	below	ADP
fcis-30988	29	13	800	800	NUM
fcis-30988	29	14	meters	meter	NOUN
fcis-30988	29	15	,	,	PUNCT
fcis-30988	29	16	and	and	CCONJ
fcis-30988	29	17	crosswinds	crosswind	NOUN
fcis-30988	29	18	exceeding	exceed	VERB
fcis-30988	29	19	15	15	NUM
fcis-30988	29	20	m	m	NOUN
fcis-30988	29	21	/	/	SYM
fcis-30988	29	22	s	s	VERB
fcis-30988	29	23	necessitate	necessitate	ADJ
fcis-30988	29	24	directional	directional	ADJ
fcis-30988	29	25	adjustments	adjustment	NOUN
fcis-30988	29	26	for	for	ADP
fcis-30988	29	27	certain	certain	ADJ
fcis-30988	29	28	aircraft	aircraft	NOUN
fcis-30988	29	29	.	.	PUNCT
fcis-30988	30	1	analysis	analysis	NOUN
fcis-30988	30	2	of	of	ADP
fcis-30988	30	3	guangzhou	guangzhou	PROPN
fcis-30988	30	4	baiyun	baiyun	PROPN
fcis-30988	30	5	international	international	PROPN
fcis-30988	30	6	airport	airport	PROPN
fcis-30988	30	7	’s	’s	PART
fcis-30988	30	8	2021	2021	NUM
fcis-30988	30	9	data	datum	NOUN
fcis-30988	30	10	shows	show	VERB
fcis-30988	30	11	typhoon	typhoon	NOUN
fcis-30988	30	12	season	season	NOUN
fcis-30988	30	13	(	(	PUNCT
fcis-30988	30	14	july	july	PROPN
fcis-30988	30	15	–	–	PUNCT
fcis-30988	30	16	september	september	PROPN
fcis-30988	30	17	)	)	PUNCT
fcis-30988	30	18	flight	flight	NOUN
fcis-30988	30	19	cancellation	cancellation	NOUN
fcis-30988	30	20	rates	rate	NOUN
fcis-30988	30	21	3.2	3.2	NUM
fcis-30988	30	22	times	time	NOUN
fcis-30988	30	23	higher	high	ADJ
fcis-30988	30	24	than	than	ADP
fcis-30988	30	25	non	non	ADJ
fcis-30988	30	26	-	-	ADJ
fcis-30988	30	27	typhoon	typhoon	ADJ
fcis-30988	30	28	periods	period	NOUN
fcis-30988	30	29	.	.	PUNCT
fcis-30988	31	1	localized	localize	VERB
fcis-30988	31	2	convective	convective	ADJ
fcis-30988	31	3	weather	weather	NOUN
fcis-30988	31	4	(	(	PUNCT
fcis-30988	31	5	e.g.	e.g.	ADV
fcis-30988	31	6	,	,	PUNCT
fcis-30988	31	7	microbursts	microburst	NOUN
fcis-30988	31	8	)	)	PUNCT
fcis-30988	31	9	requires	require	VERB
fcis-30988	31	10	integration	integration	NOUN
fcis-30988	31	11	of	of	ADP
fcis-30988	31	12	radar	radar	NOUN
fcis-30988	31	13	data	datum	NOUN
fcis-30988	31	14	and	and	CCONJ
fcis-30988	31	15	numerical	numerical	PROPN
fcis-30988	31	16	forecasting	forecasting	NOUN
fcis-30988	31	17	models	model	NOUN
fcis-30988	31	18	.	.	PUNCT
fcis-30988	32	1	58	58	NUM
fcis-30988	32	2	denver	denver	PROPN
fcis-30988	32	3	international	international	PROPN
fcis-30988	32	4	airport	airport	PROPN
fcis-30988	32	5	reduced	reduce	VERB
fcis-30988	32	6	delays	delay	NOUN
fcis-30988	32	7	by	by	ADP
fcis-30988	32	8	12	12	NUM
fcis-30988	32	9	%	%	NOUN
fcis-30988	32	10	using	use	VERB
fcis-30988	32	11	the	the	DET
fcis-30988	32	12	weather	weather	NOUN
fcis-30988	32	13	research	research	NOUN
fcis-30988	32	14	and	and	CCONJ
fcis-30988	32	15	forecasting	forecasting	NOUN
fcis-30988	32	16	(	(	PUNCT
fcis-30988	32	17	wrf	wrf	PROPN
fcis-30988	32	18	)	)	PUNCT
fcis-30988	32	19	model	model	NOUN
fcis-30988	32	20	for	for	ADP
fcis-30988	32	21	thunderstorm	thunderstorm	ADJ
fcis-30988	32	22	path	path	NOUN
fcis-30988	32	23	prediction	prediction	NOUN
fcis-30988	32	24	[	[	X
fcis-30988	32	25	8	8	NUM
fcis-30988	32	26	]	]	PUNCT
fcis-30988	32	27	.	.	PUNCT
fcis-30988	33	1	2.3	2.3	NUM
fcis-30988	33	2	.	.	PUNCT
fcis-30988	34	1	ground	ground	NOUN
fcis-30988	34	2	traffic	traffic	NOUN
fcis-30988	34	3	data	datum	NOUN
fcis-30988	34	4	ground	ground	NOUN
fcis-30988	34	5	traffic	traffic	NOUN
fcis-30988	34	6	data	datum	NOUN
fcis-30988	34	7	encompass	encompass	VERB
fcis-30988	34	8	passenger	passenger	NOUN
fcis-30988	34	9	vehicles	vehicle	NOUN
fcis-30988	34	10	,	,	PUNCT
fcis-30988	34	11	cargo	cargo	NOUN
fcis-30988	34	12	trucks	truck	NOUN
fcis-30988	34	13	,	,	PUNCT
fcis-30988	34	14	and	and	CCONJ
fcis-30988	34	15	service	service	NOUN
fcis-30988	34	16	vehicles	vehicle	NOUN
fcis-30988	34	17	.	.	PUNCT
fcis-30988	35	1	at	at	ADP
fcis-30988	35	2	shanghai	shanghai	PROPN
fcis-30988	35	3	pudong	pudong	PROPN
fcis-30988	35	4	airport	airport	PROPN
fcis-30988	35	5	,	,	PUNCT
fcis-30988	35	6	peak	peak	NOUN
fcis-30988	35	7	-	-	PUNCT
fcis-30988	35	8	hour	hour	NOUN
fcis-30988	35	9	vehicle	vehicle	NOUN
fcis-30988	35	10	inflows	inflow	NOUN
fcis-30988	35	11	reach	reach	VERB
fcis-30988	35	12	5,000	5,000	NUM
fcis-30988	35	13	vehicles	vehicle	NOUN
fcis-30988	35	14	/	/	SYM
fcis-30988	35	15	hour	hour	NOUN
fcis-30988	35	16	,	,	PUNCT
fcis-30988	35	17	with	with	ADP
fcis-30988	35	18	parking	parking	NOUN
fcis-30988	35	19	saturation	saturation	NOUN
fcis-30988	35	20	extending	extend	VERB
fcis-30988	35	21	passenger	passenger	NOUN
fcis-30988	35	22	walking	walking	NOUN
fcis-30988	35	23	distances	distance	NOUN
fcis-30988	35	24	.	.	PUNCT
fcis-30988	36	1	gps	gps	PROPN
fcis-30988	36	2	trajectory	trajectory	NOUN
fcis-30988	36	3	analysis	analysis	NOUN
fcis-30988	36	4	reveals	reveal	VERB
fcis-30988	36	5	that	that	SCONJ
fcis-30988	36	6	each	each	DET
fcis-30988	36	7	100	100	NUM
fcis-30988	36	8	-	-	PUNCT
fcis-30988	36	9	meter	meter	NOUN
fcis-30988	36	10	increase	increase	NOUN
fcis-30988	36	11	in	in	ADP
fcis-30988	36	12	taxi	taxi	NOUN
fcis-30988	36	13	pick	pick	VERB
fcis-30988	36	14	-	-	PUNCT
fcis-30988	36	15	up	up	ADP
fcis-30988	36	16	distance	distance	NOUN
fcis-30988	36	17	prolongs	prolong	VERB
fcis-30988	36	18	boarding	boarding	NOUN
fcis-30988	36	19	time	time	NOUN
fcis-30988	36	20	by	by	ADP
fcis-30988	36	21	4	4	NUM
fcis-30988	36	22	minutes	minute	NOUN
fcis-30988	36	23	.	.	PUNCT
fcis-30988	37	1	london	london	PROPN
fcis-30988	37	2	heathrow	heathrow	PROPN
fcis-30988	37	3	airport	airport	PROPN
fcis-30988	37	4	reduced	reduce	VERB
fcis-30988	37	5	passenger	passenger	NOUN
fcis-30988	37	6	misconnections	misconnection	NOUN
fcis-30988	37	7	by	by	ADP
fcis-30988	37	8	10	10	NUM
fcis-30988	37	9	%	%	NOUN
fcis-30988	37	10	through	through	ADP
fcis-30988	37	11	real	real	ADJ
fcis-30988	37	12	-	-	PUNCT
fcis-30988	37	13	time	time	NOUN
fcis-30988	37	14	traffic	traffic	NOUN
fcis-30988	37	15	monitoring	monitoring	NOUN
fcis-30988	37	16	and	and	CCONJ
fcis-30988	37	17	shuttle	shuttle	NOUN
fcis-30988	37	18	route	route	NOUN
fcis-30988	37	19	optimization	optimization	NOUN
fcis-30988	37	20	[	[	X
fcis-30988	37	21	9	9	NUM
fcis-30988	37	22	]	]	PUNCT
fcis-30988	37	23	.	.	PUNCT
fcis-30988	38	1	2.4	2.4	NUM
fcis-30988	38	2	.	.	PUNCT
fcis-30988	39	1	other	other	ADJ
fcis-30988	39	2	factors	factor	NOUN
fcis-30988	39	3	infrastructure	infrastructure	NOUN
fcis-30988	39	4	status	status	NOUN
fcis-30988	39	5	(	(	PUNCT
fcis-30988	39	6	e.g.	e.g.	ADV
fcis-30988	39	7	,	,	PUNCT
fcis-30988	39	8	runway	runway	NOUN
fcis-30988	39	9	wear	wear	NOUN
fcis-30988	39	10	,	,	PUNCT
fcis-30988	39	11	jet	jet	NOUN
fcis-30988	39	12	bridge	bridge	NOUN
fcis-30988	39	13	malfunctions	malfunction	NOUN
fcis-30988	39	14	)	)	PUNCT
fcis-30988	39	15	and	and	CCONJ
fcis-30988	39	16	staffing	staffing	NOUN
fcis-30988	39	17	(	(	PUNCT
fcis-30988	39	18	e.g.	e.g.	ADV
fcis-30988	39	19	,	,	PUNCT
fcis-30988	39	20	security	security	NOUN
fcis-30988	39	21	personnel	personnel	NOUN
fcis-30988	39	22	shifts	shift	NOUN
fcis-30988	39	23	)	)	PUNCT
fcis-30988	39	24	critically	critically	ADV
fcis-30988	39	25	impact	impact	NOUN
fcis-30988	39	26	efficiency	efficiency	NOUN
fcis-30988	39	27	.	.	PUNCT
fcis-30988	40	1	real	real	ADJ
fcis-30988	40	2	-	-	PUNCT
fcis-30988	40	3	time	time	NOUN
fcis-30988	40	4	maintenance	maintenance	NOUN
fcis-30988	40	5	data	datum	NOUN
fcis-30988	40	6	can	can	AUX
fcis-30988	40	7	preempt	preempt	VERB
fcis-30988	40	8	risks	risk	NOUN
fcis-30988	40	9	,	,	PUNCT
fcis-30988	40	10	as	as	SCONJ
fcis-30988	40	11	demonstrated	demonstrate	VERB
fcis-30988	40	12	by	by	ADP
fcis-30988	40	13	a	a	DET
fcis-30988	40	14	case	case	NOUN
fcis-30988	40	15	where	where	SCONJ
fcis-30988	40	16	hydraulic	hydraulic	ADJ
fcis-30988	40	17	system	system	NOUN
fcis-30988	40	18	failure	failure	NOUN
fcis-30988	40	19	caused	cause	VERB
fcis-30988	40	20	delays	delay	NOUN
fcis-30988	40	21	.	.	PUNCT
fcis-30988	41	1	policy	policy	NOUN
fcis-30988	41	2	changes	change	NOUN
fcis-30988	41	3	,	,	PUNCT
fcis-30988	41	4	such	such	ADJ
fcis-30988	41	5	as	as	ADP
fcis-30988	41	6	pandemic	pandemic	ADJ
fcis-30988	41	7	-	-	PUNCT
fcis-30988	41	8	related	relate	VERB
fcis-30988	41	9	terminal	terminal	ADJ
fcis-30988	41	10	closures	closure	NOUN
fcis-30988	41	11	at	at	ADP
fcis-30988	41	12	shanghai	shanghai	PROPN
fcis-30988	41	13	hongqiao	hongqiao	PROPN
fcis-30988	41	14	airport	airport	PROPN
fcis-30988	41	15	in	in	ADP
fcis-30988	41	16	2022	2022	NUM
fcis-30988	41	17	,	,	PUNCT
fcis-30988	41	18	reduced	reduce	VERB
fcis-30988	41	19	passenger	passenger	NOUN
fcis-30988	41	20	diversion	diversion	NOUN
fcis-30988	41	21	efficiency	efficiency	NOUN
fcis-30988	41	22	by	by	ADP
fcis-30988	41	23	25	25	NUM
fcis-30988	41	24	%	%	NOUN
fcis-30988	41	25	,	,	PUNCT
fcis-30988	41	26	highlighting	highlight	VERB
fcis-30988	41	27	the	the	DET
fcis-30988	41	28	need	need	NOUN
fcis-30988	41	29	for	for	ADP
fcis-30988	41	30	dynamic	dynamic	ADJ
fcis-30988	41	31	adaptability	adaptability	NOUN
fcis-30988	41	32	in	in	ADP
fcis-30988	41	33	models	model	NOUN
fcis-30988	41	34	[	[	X
fcis-30988	41	35	10	10	NUM
fcis-30988	41	36	]	]	PUNCT
fcis-30988	41	37	.	.	PUNCT
fcis-30988	42	1	2.5	2.5	NUM
fcis-30988	42	2	.	.	PUNCT
fcis-30988	43	1	factor	factor	NOUN
fcis-30988	43	2	correlation	correlation	NOUN
fcis-30988	43	3	analysis	analysis	NOUN
fcis-30988	43	4	pearson	pearson	NOUN
fcis-30988	43	5	correlation	correlation	NOUN
fcis-30988	43	6	and	and	CCONJ
fcis-30988	43	7	grey	grey	ADJ
fcis-30988	43	8	relational	relational	ADJ
fcis-30988	43	9	analysis	analysis	NOUN
fcis-30988	43	10	[	[	X
fcis-30988	43	11	11	11	NUM
fcis-30988	43	12	]	]	PUNCT
fcis-30988	43	13	reveal	reveal	NOUN
fcis-30988	43	14	:	:	PUNCT
fcis-30988	43	15	flight	flight	NOUN
fcis-30988	43	16	delay	delay	NOUN
fcis-30988	43	17	rates	rate	NOUN
fcis-30988	43	18	and	and	CCONJ
fcis-30988	43	19	visibility	visibility	NOUN
fcis-30988	43	20	exhibit	exhibit	VERB
fcis-30988	43	21	a	a	DET
fcis-30988	43	22	correlation	correlation	NOUN
fcis-30988	43	23	coefficient	coefficient	NOUN
fcis-30988	43	24	of	of	ADP
fcis-30988	43	25	-0.73	-0.73	PRON
fcis-30988	43	26	(	(	PUNCT
fcis-30988	43	27	p	p	X
fcis-30988	43	28	<	<	X
fcis-30988	43	29	0.01);ground	0.01);ground	NOUN
fcis-30988	43	30	traffic	traffic	NOUN
fcis-30988	43	31	congestion	congestion	NOUN
fcis-30988	43	32	and	and	CCONJ
fcis-30988	43	33	passenger	passenger	NOUN
fcis-30988	43	34	misconnection	misconnection	NOUN
fcis-30988	43	35	rates	rate	NOUN
fcis-30988	43	36	show	show	VERB
fcis-30988	43	37	a	a	DET
fcis-30988	43	38	grey	grey	ADJ
fcis-30988	43	39	relational	relational	ADJ
fcis-30988	43	40	degree	degree	NOUN
fcis-30988	43	41	of	of	ADP
fcis-30988	43	42	0.68;facility	0.68;facility	NOUN
fcis-30988	43	43	failures	failure	NOUN
fcis-30988	43	44	impact	impact	VERB
fcis-30988	43	45	on	on	ADP
fcis-30988	43	46	-	-	PUNCT
fcis-30988	43	47	time	time	NOUN
fcis-30988	43	48	performance	performance	NOUN
fcis-30988	43	49	with	with	ADP
fcis-30988	43	50	a	a	DET
fcis-30988	43	51	3	3	NUM
fcis-30988	43	52	-	-	PUNCT
fcis-30988	43	53	hour	hour	NOUN
fcis-30988	43	54	lag.structural	lag.structural	ADJ
fcis-30988	43	55	equation	equation	NOUN
fcis-30988	43	56	modeling	modeling	NOUN
fcis-30988	43	57	(	(	PUNCT
fcis-30988	43	58	sem	sem	NOUN
fcis-30988	43	59	)	)	PUNCT
fcis-30988	43	60	confirms	confirm	VERB
fcis-30988	43	61	meteorological	meteorological	ADJ
fcis-30988	43	62	factors	factor	NOUN
fcis-30988	43	63	account	account	VERB
fcis-30988	43	64	for	for	ADP
fcis-30988	43	65	66	66	NUM
fcis-30988	43	66	%	%	NOUN
fcis-30988	43	67	of	of	ADP
fcis-30988	43	68	delay	delay	NOUN
fcis-30988	43	69	effects	effect	NOUN
fcis-30988	43	70	(	(	PUNCT
fcis-30988	43	71	direct	direct	ADJ
fcis-30988	43	72	:	:	PUNCT
fcis-30988	43	73	0.45	0.45	NUM
fcis-30988	43	74	;	;	PUNCT
fcis-30988	43	75	indirect	indirect	ADJ
fcis-30988	43	76	via	via	ADP
fcis-30988	43	77	ground	ground	NOUN
fcis-30988	43	78	traffic	traffic	NOUN
fcis-30988	43	79	:	:	PUNCT
fcis-30988	43	80	0.21	0.21	NUM
fcis-30988	43	81	)	)	PUNCT
fcis-30988	43	82	.	.	PUNCT
fcis-30988	44	1	3	3	X
fcis-30988	44	2	.	.	X
fcis-30988	44	3	multi	multi	ADJ
fcis-30988	44	4	-	-	ADJ
fcis-30988	44	5	source	source	NOUN
fcis-30988	44	6	data	data	NOUN
fcis-30988	44	7	fusion	fusion	NOUN
fcis-30988	44	8	methodology	methodology	NOUN
fcis-30988	44	9	operations	operation	NOUN
fcis-30988	44	10	3.1	3.1	NUM
fcis-30988	44	11	.	.	PUNCT
fcis-30988	45	1	data	datum	NOUN
fcis-30988	45	2	preprocessing	preprocesse	VERB
fcis-30988	45	3	3.1.1	3.1.1	NUM
fcis-30988	45	4	.	.	PUNCT
fcis-30988	46	1	data	datum	NOUN
fcis-30988	46	2	cleaning	clean	VERB
fcis-30988	46	3	outliers	outlier	NOUN
fcis-30988	46	4	in	in	ADP
fcis-30988	46	5	flight	flight	NOUN
fcis-30988	46	6	data	datum	NOUN
fcis-30988	46	7	(	(	PUNCT
fcis-30988	46	8	e.g.	e.g.	ADV
fcis-30988	46	9	,	,	PUNCT
fcis-30988	46	10	-30	-30	NUM
fcis-30988	46	11	-	-	PUNCT
fcis-30988	46	12	minute	minute	NOUN
fcis-30988	46	13	delays	delay	NOUN
fcis-30988	46	14	)	)	PUNCT
fcis-30988	46	15	are	be	AUX
fcis-30988	46	16	identified	identify	VERB
fcis-30988	46	17	via	via	ADP
fcis-30988	46	18	boxplots	boxplot	NOUN
fcis-30988	46	19	and	and	CCONJ
fcis-30988	46	20	3σ	3σ	NUM
fcis-30988	46	21	criteria	criterion	NOUN
fcis-30988	46	22	,	,	PUNCT
fcis-30988	46	23	then	then	ADV
fcis-30988	46	24	corrected	correct	VERB
fcis-30988	46	25	using	use	VERB
fcis-30988	46	26	neighboring	neighbor	VERB
fcis-30988	46	27	flight	flight	NOUN
fcis-30988	46	28	interpolation	interpolation	NOUN
fcis-30988	46	29	.	.	PUNCT
fcis-30988	47	1	missing	miss	VERB
fcis-30988	47	2	meteorological	meteorological	ADJ
fcis-30988	47	3	data	datum	NOUN
fcis-30988	47	4	(	(	PUNCT
fcis-30988	47	5	e.g.	e.g.	ADV
fcis-30988	47	6	,	,	PUNCT
fcis-30988	47	7	wind	wind	NOUN
fcis-30988	47	8	speed	speed	NOUN
fcis-30988	47	9	gaps	gap	NOUN
fcis-30988	47	10	)	)	PUNCT
fcis-30988	47	11	are	be	AUX
fcis-30988	47	12	filled	fill	VERB
fcis-30988	47	13	via	via	ADP
fcis-30988	47	14	arima	arima	PROPN
fcis-30988	47	15	time	time	NOUN
fcis-30988	47	16	-	-	PUNCT
fcis-30988	47	17	series	series	NOUN
fcis-30988	47	18	forecasting	forecasting	NOUN
fcis-30988	47	19	.	.	PUNCT
fcis-30988	48	1	ground	ground	NOUN
fcis-30988	48	2	traffic	traffic	NOUN
fcis-30988	48	3	outliers	outlier	NOUN
fcis-30988	48	4	(	(	PUNCT
fcis-30988	48	5	e.g.	e.g.	ADV
fcis-30988	48	6	,	,	PUNCT
fcis-30988	48	7	500	500	NUM
fcis-30988	48	8	%	%	NOUN
fcis-30988	48	9	traffic	traffic	NOUN
fcis-30988	48	10	spikes	spike	NOUN
fcis-30988	48	11	)	)	PUNCT
fcis-30988	48	12	are	be	AUX
fcis-30988	48	13	detected	detect	VERB
fcis-30988	48	14	via	via	ADP
fcis-30988	48	15	isolation	isolation	NOUN
fcis-30988	48	16	forest	forest	NOUN
fcis-30988	48	17	and	and	CCONJ
fcis-30988	48	18	smoothed	smooth	VERB
fcis-30988	48	19	using	use	VERB
fcis-30988	48	20	moving	move	VERB
fcis-30988	48	21	averages	average	NOUN
fcis-30988	48	22	.	.	PUNCT
fcis-30988	49	1	3.1.2	3.1.2	X
fcis-30988	49	2	.	.	PUNCT
fcis-30988	49	3	data	datum	NOUN
fcis-30988	49	4	standardization	standardization	NOUN
fcis-30988	49	5	heterogeneous	heterogeneous	ADJ
fcis-30988	49	6	data	datum	NOUN
fcis-30988	49	7	are	be	AUX
fcis-30988	49	8	standardized	standardize	VERB
fcis-30988	49	9	hierarchically	hierarchically	ADV
fcis-30988	49	10	:	:	PUNCT
fcis-30988	49	11	flight	flight	NOUN
fcis-30988	49	12	delays	delay	NOUN
fcis-30988	49	13	normalized	normalize	VERB
fcis-30988	49	14	to	to	ADP
fcis-30988	49	15	[	[	X
fcis-30988	49	16	0,1	0,1	NUM
fcis-30988	49	17	]	]	PUNCT
fcis-30988	49	18	via	via	ADP
fcis-30988	49	19	min	min	ADJ
fcis-30988	49	20	-	-	ADJ
fcis-30988	49	21	max	max	ADJ
fcis-30988	49	22	scaling	scaling	NOUN
fcis-30988	49	23	;	;	PUNCT
fcis-30988	49	24	wind	wind	NOUN
fcis-30988	49	25	speeds	speed	NOUN
fcis-30988	49	26	standardized	standardize	VERB
fcis-30988	49	27	via	via	ADP
fcis-30988	49	28	z	z	NOUN
fcis-30988	49	29	-	-	PUNCT
fcis-30988	49	30	score	score	NOUN
fcis-30988	49	31	;	;	PUNCT
fcis-30988	49	32	categorical	categorical	ADJ
fcis-30988	49	33	variables	variable	NOUN
fcis-30988	49	34	(	(	PUNCT
fcis-30988	49	35	e.g.	e.g.	ADV
fcis-30988	49	36	,	,	PUNCT
fcis-30988	49	37	weather	weather	NOUN
fcis-30988	49	38	types	type	NOUN
fcis-30988	49	39	)	)	PUNCT
fcis-30988	49	40	encoded	encode	VERB
fcis-30988	49	41	via	via	ADP
fcis-30988	49	42	one	one	NUM
fcis-30988	49	43	-	-	PUNCT
fcis-30988	49	44	hot	hot	ADJ
fcis-30988	49	45	encoding	encoding	NOUN
fcis-30988	49	46	;	;	PUNCT
fcis-30988	49	47	radar	radar	NOUN
fcis-30988	49	48	images	image	NOUN
fcis-30988	49	49	enhanced	enhance	VERB
fcis-30988	49	50	via	via	ADP
fcis-30988	49	51	histogram	histogram	NOUN
fcis-30988	49	52	equalization	equalization	NOUN
fcis-30988	49	53	.	.	PUNCT
fcis-30988	50	1	3.2	3.2	NUM
fcis-30988	50	2	.	.	PUNCT
fcis-30988	51	1	feature	feature	NOUN
fcis-30988	51	2	extraction	extraction	NOUN
fcis-30988	51	3	random	random	ADJ
fcis-30988	51	4	forest	forest	NOUN
fcis-30988	51	5	-	-	PUNCT
fcis-30988	51	6	based	base	VERB
fcis-30988	51	7	feature	feature	NOUN
fcis-30988	51	8	importance	importance	NOUN
fcis-30988	51	9	analysis	analysis	NOUN
fcis-30988	51	10	identifies	identify	VERB
fcis-30988	51	11	key	key	ADJ
fcis-30988	51	12	features	feature	NOUN
fcis-30988	51	13	:	:	PUNCT
fcis-30988	51	14	flight	flight	NOUN
fcis-30988	51	15	dimension	dimension	NOUN
fcis-30988	51	16	:	:	PUNCT
fcis-30988	51	17	rolling	rolling	ADJ
fcis-30988	51	18	delay	delay	NOUN
fcis-30988	51	19	rate	rate	NOUN
fcis-30988	51	20	(	(	PUNCT
fcis-30988	51	21	6	6	NUM
fcis-30988	51	22	-	-	PUNCT
fcis-30988	51	23	hour	hour	NOUN
fcis-30988	51	24	window	window	NOUN
fcis-30988	51	25	)	)	PUNCT
fcis-30988	51	26	,	,	PUNCT
fcis-30988	51	27	aircraft	aircraft	NOUN
fcis-30988	51	28	turnaround	turnaround	NOUN
fcis-30988	51	29	time	time	NOUN
fcis-30988	51	30	;	;	PUNCT
fcis-30988	51	31	meteorological	meteorological	ADJ
fcis-30988	51	32	dimension	dimension	NOUN
fcis-30988	51	33	:	:	PUNCT
fcis-30988	51	34	1	1	NUM
fcis-30988	51	35	-	-	PUNCT
fcis-30988	51	36	hour	hour	NOUN
fcis-30988	51	37	precipitation	precipitation	NOUN
fcis-30988	51	38	probability	probability	NOUN
fcis-30988	51	39	,	,	PUNCT
fcis-30988	51	40	vertical	vertical	ADJ
fcis-30988	51	41	wind	wind	NOUN
fcis-30988	51	42	shear	shear	NOUN
fcis-30988	51	43	;	;	PUNCT
fcis-30988	51	44	ground	ground	NOUN
fcis-30988	51	45	traffic	traffic	NOUN
fcis-30988	51	46	dimension	dimension	NOUN
fcis-30988	51	47	:	:	PUNCT
fcis-30988	51	48	parking	parking	NOUN
fcis-30988	51	49	occupancy	occupancy	NOUN
fcis-30988	51	50	rate	rate	NOUN
fcis-30988	51	51	,	,	PUNCT
fcis-30988	51	52	taxi	taxi	NOUN
fcis-30988	51	53	arrival	arrival	NOUN
fcis-30988	51	54	peaks	peak	NOUN
fcis-30988	51	55	.	.	PUNCT
fcis-30988	52	1	principal	principal	ADJ
fcis-30988	52	2	component	component	NOUN
fcis-30988	52	3	analysis	analysis	NOUN
fcis-30988	52	4	(	(	PUNCT
fcis-30988	52	5	pca	pca	NOUN
fcis-30988	52	6	)	)	PUNCT
fcis-30988	52	7	reduces	reduce	VERB
fcis-30988	52	8	47	47	NUM
fcis-30988	52	9	features	feature	NOUN
fcis-30988	52	10	to	to	ADP
fcis-30988	52	11	15	15	NUM
fcis-30988	52	12	dimensions	dimension	NOUN
fcis-30988	52	13	,	,	PUNCT
fcis-30988	52	14	retaining	retain	VERB
fcis-30988	52	15	95	95	NUM
fcis-30988	52	16	%	%	NOUN
fcis-30988	52	17	variance	variance	NOUN
fcis-30988	52	18	.	.	PUNCT
fcis-30988	53	1	t	t	PROPN
fcis-30988	53	2	-	-	PUNCT
fcis-30988	53	3	sne	sne	PROPN
fcis-30988	53	4	visualizations	visualization	NOUN
fcis-30988	53	5	validate	validate	VERB
fcis-30988	53	6	feature	feature	NOUN
fcis-30988	53	7	separability	separability	NOUN
fcis-30988	53	8	.	.	PUNCT
fcis-30988	54	1	3.3	3.3	NUM
fcis-30988	54	2	.	.	PUNCT
fcis-30988	55	1	data	datum	NOUN
fcis-30988	55	2	fusion	fusion	NOUN
fcis-30988	55	3	framework	framework	NOUN
fcis-30988	55	4	3.3.1	3.3.1	NUM
fcis-30988	55	5	.	.	PUNCT
fcis-30988	55	6	fusion	fusion	NOUN
fcis-30988	55	7	technique	technique	NOUN
fcis-30988	55	8	selection	selection	NOUN
fcis-30988	55	9	deep	deep	ADJ
fcis-30988	55	10	neural	neural	ADJ
fcis-30988	55	11	networks	network	NOUN
fcis-30988	55	12	(	(	PUNCT
fcis-30988	55	13	dnns	dnn	NOUN
fcis-30988	55	14	)	)	PUNCT
fcis-30988	55	15	outperform	outperform	NOUN
fcis-30988	55	16	kalman	kalman	NOUN
fcis-30988	55	17	filters	filter	NOUN
fcis-30988	55	18	in	in	ADP
fcis-30988	55	19	nonlinear	nonlinear	ADJ
fcis-30988	55	20	fusion	fusion	NOUN
fcis-30988	55	21	.	.	PUNCT
fcis-30988	56	1	a	a	DET
fcis-30988	56	2	hierarchical	hierarchical	ADJ
fcis-30988	56	3	architecture	architecture	NOUN
fcis-30988	56	4	is	be	AUX
fcis-30988	56	5	adopted	adopt	VERB
fcis-30988	56	6	:	:	PUNCT
fcis-30988	56	7	bottom	bottom	ADJ
fcis-30988	56	8	layer	layer	NOUN
fcis-30988	56	9	:	:	PUNCT
fcis-30988	56	10	cnn	cnn	PROPN
fcis-30988	56	11	extracts	extract	VERB
fcis-30988	56	12	spatial	spatial	ADJ
fcis-30988	56	13	features	feature	NOUN
fcis-30988	56	14	(	(	PUNCT
fcis-30988	56	15	e.g.	e.g.	ADV
fcis-30988	56	16	,	,	PUNCT
fcis-30988	56	17	regional	regional	ADJ
fcis-30988	56	18	traffic	traffic	NOUN
fcis-30988	56	19	distribution	distribution	NOUN
fcis-30988	56	20	)	)	PUNCT
fcis-30988	56	21	;	;	PUNCT
fcis-30988	56	22	middle	middle	ADJ
fcis-30988	56	23	layer	layer	NOUN
fcis-30988	56	24	:	:	PUNCT
fcis-30988	56	25	lstm	lstm	PROPN
fcis-30988	56	26	captures	capture	VERB
fcis-30988	56	27	temporal	temporal	ADJ
fcis-30988	56	28	dependencies	dependency	NOUN
fcis-30988	56	29	;	;	PUNCT
fcis-30988	56	30	top	top	ADJ
fcis-30988	56	31	layer	layer	NOUN
fcis-30988	56	32	:	:	PUNCT
fcis-30988	56	33	attention	attention	NOUN
fcis-30988	56	34	mechanisms	mechanism	NOUN
fcis-30988	56	35	dynamically	dynamically	ADV
fcis-30988	56	36	weight	weight	VERB
fcis-30988	56	37	multi	multi	ADJ
fcis-30988	56	38	-	-	ADJ
fcis-30988	56	39	source	source	NOUN
fcis-30988	56	40	features	feature	NOUN
fcis-30988	56	41	.	.	PUNCT
fcis-30988	57	1	3.3.2	3.3.2	X
fcis-30988	57	2	.	.	X
fcis-30988	57	3	framework	framework	NOUN
fcis-30988	57	4	design	design	VERB
fcis-30988	57	5	the	the	DET
fcis-30988	57	6	four	four	NUM
fcis-30988	57	7	-	-	PUNCT
fcis-30988	57	8	layer	layer	NOUN
fcis-30988	57	9	framework	framework	NOUN
fcis-30988	57	10	includes	include	VERB
fcis-30988	57	11	:	:	PUNCT
fcis-30988	57	12	data	datum	NOUN
fcis-30988	57	13	ingestion	ingestion	NOUN
fcis-30988	57	14	layer	layer	NOUN
fcis-30988	57	15	:	:	PUNCT
fcis-30988	57	16	real	real	ADJ
fcis-30988	57	17	-	-	PUNCT
fcis-30988	57	18	time	time	NOUN
fcis-30988	57	19	apis	apis	ADJ
fcis-30988	57	20	for	for	ADP
fcis-30988	57	21	ads	ad	NOUN
fcis-30988	57	22	-	-	PUNCT
fcis-30988	57	23	b	b	NOUN
fcis-30988	57	24	signals	signal	NOUN
fcis-30988	57	25	,	,	PUNCT
fcis-30988	57	26	weather	weather	NOUN
fcis-30988	57	27	radar	radar	NOUN
fcis-30988	57	28	,	,	PUNCT
fcis-30988	57	29	and	and	CCONJ
fcis-30988	57	30	magnetic	magnetic	ADJ
fcis-30988	57	31	vehicle	vehicle	NOUN
fcis-30988	57	32	flow	flow	NOUN
fcis-30988	57	33	data	datum	NOUN
fcis-30988	57	34	;	;	PUNCT
fcis-30988	57	35	feature	feature	NOUN
fcis-30988	57	36	extraction	extraction	NOUN
fcis-30988	57	37	layer	layer	NOUN
fcis-30988	57	38	:	:	PUNCT
fcis-30988	57	39	parallel	parallel	ADJ
fcis-30988	57	40	processing	processing	NOUN
fcis-30988	57	41	via	via	ADP
fcis-30988	57	42	cnn	cnn	PROPN
fcis-30988	57	43	(	(	PUNCT
fcis-30988	57	44	images	image	NOUN
fcis-30988	57	45	)	)	PUNCT
fcis-30988	57	46	,	,	PUNCT
fcis-30988	57	47	lstm	lstm	NOUN
fcis-30988	57	48	(	(	PUNCT
fcis-30988	57	49	time	time	NOUN
fcis-30988	57	50	-	-	PUNCT
fcis-30988	57	51	series	series	NOUN
fcis-30988	57	52	)	)	PUNCT
fcis-30988	57	53	,	,	PUNCT
fcis-30988	57	54	and	and	CCONJ
fcis-30988	57	55	embedding	embed	VERB
fcis-30988	57	56	(	(	PUNCT
fcis-30988	57	57	categorical	categorical	ADJ
fcis-30988	57	58	data);fusion	data);fusion	NOUN
fcis-30988	57	59	layer	layer	NOUN
fcis-30988	57	60	:	:	PUNCT
fcis-30988	57	61	multi	multi	ADJ
fcis-30988	57	62	-	-	ADJ
fcis-30988	57	63	head	head	ADJ
fcis-30988	57	64	attention	attention	NOUN
fcis-30988	57	65	aligns	align	VERB
fcis-30988	57	66	multimodal	multimodal	NOUN
fcis-30988	57	67	features	feature	NOUN
fcis-30988	57	68	into	into	ADP
fcis-30988	57	69	128	128	NUM
fcis-30988	57	70	-	-	PUNCT
fcis-30988	57	71	dimensional	dimensional	ADJ
fcis-30988	57	72	vectors	vector	NOUN
fcis-30988	57	73	;	;	PUNCT
fcis-30988	57	74	output	output	NOUN
fcis-30988	57	75	layer	layer	NOUN
fcis-30988	57	76	:	:	PUNCT
fcis-30988	57	77	airport	airport	NOUN
fcis-30988	57	78	traffic	traffic	NOUN
fcis-30988	57	79	index	index	NOUN
fcis-30988	57	80	(	(	PUNCT
fcis-30988	57	81	0–100	0–100	NUM
fcis-30988	57	82	;	;	PUNCT
fcis-30988	57	83	lower	low	ADJ
fcis-30988	57	84	values	value	NOUN
fcis-30988	57	85	indicate	indicate	VERB
fcis-30988	57	86	higher	high	ADJ
fcis-30988	57	87	operational	operational	ADJ
fcis-30988	57	88	stress).distributed	stress).distributed	ADJ
fcis-30988	57	89	computing	computing	NOUN
fcis-30988	57	90	ensures	ensure	VERB
fcis-30988	57	91	sub-200ms	sub-200ms	ADJ
fcis-30988	57	92	inference	inference	NOUN
fcis-30988	57	93	latency	latency	NOUN
fcis-30988	57	94	for	for	ADP
fcis-30988	57	95	real	real	ADJ
fcis-30988	57	96	-	-	PUNCT
fcis-30988	57	97	time	time	NOUN
fcis-30988	57	98	applications	application	NOUN
fcis-30988	57	99	.	.	PUNCT
fcis-30988	58	1	4	4	X
fcis-30988	58	2	.	.	X
fcis-30988	58	3	intelligent	intelligent	ADJ
fcis-30988	58	4	prediction	prediction	NOUN
fcis-30988	58	5	model	model	NOUN
fcis-30988	58	6	development	development	NOUN
fcis-30988	58	7	and	and	CCONJ
fcis-30988	58	8	validation	validation	NOUN
fcis-30988	58	9	4.1	4.1	NUM
fcis-30988	58	10	.	.	PUNCT
fcis-30988	59	1	model	model	NOUN
fcis-30988	59	2	selection	selection	NOUN
fcis-30988	59	3	a	a	DET
fcis-30988	59	4	hybrid	hybrid	ADJ
fcis-30988	59	5	temporal	temporal	ADJ
fcis-30988	59	6	convolutional	convolutional	ADJ
fcis-30988	59	7	network	network	NOUN
fcis-30988	59	8	(	(	PUNCT
fcis-30988	59	9	tcn)-lstm	tcn)-lstm	PROPN
fcis-30988	59	10	model	model	NOUN
fcis-30988	59	11	addresses	address	NOUN
fcis-30988	59	12	long	long	ADJ
fcis-30988	59	13	-	-	PUNCT
fcis-30988	59	14	sequence	sequence	NOUN
fcis-30988	59	15	gradient	gradient	NOUN
fcis-30988	59	16	vanishing	vanishing	NOUN
fcis-30988	59	17	:	:	PUNCT
fcis-30988	59	18	input	input	NOUN
fcis-30988	59	19	layer	layer	NOUN
fcis-30988	59	20	:	:	PUNCT
fcis-30988	59	21	15	15	NUM
fcis-30988	59	22	fused	fuse	VERB
fcis-30988	59	23	features;tcn	features;tcn	ADJ
fcis-30988	59	24	layer	layer	NOUN
fcis-30988	59	25	:	:	PUNCT
fcis-30988	59	26	dilated	dilated	ADJ
fcis-30988	59	27	convolutions	convolution	NOUN
fcis-30988	59	28	(	(	PUNCT
fcis-30988	59	29	dilation=1,2,4	dilation=1,2,4	PROPN
fcis-30988	59	30	)	)	PUNCT
fcis-30988	59	31	extract	extract	VERB
fcis-30988	59	32	multi	multi	ADJ
fcis-30988	59	33	-	-	ADJ
fcis-30988	59	34	scale	scale	ADJ
fcis-30988	59	35	temporal	temporal	ADJ
fcis-30988	59	36	patterns;lstm	patterns;lstm	NOUN
fcis-30988	59	37	layer	layer	NOUN
fcis-30988	59	38	:	:	PUNCT
fcis-30988	59	39	64	64	NUM
fcis-30988	59	40	neurons	neuron	NOUN
fcis-30988	59	41	with	with	ADP
fcis-30988	59	42	tanh	tanh	PROPN
fcis-30988	59	43	activation;output	activation;output	VERB
fcis-30988	59	44	layer	layer	NOUN
fcis-30988	59	45	:	:	PUNCT
fcis-30988	59	46	linear	linear	ADJ
fcis-30988	59	47	regression	regression	NOUN
fcis-30988	59	48	for	for	ADP
fcis-30988	59	49	1	1	NUM
fcis-30988	59	50	-	-	PUNCT
fcis-30988	59	51	hour	hour	NOUN
fcis-30988	59	52	delay	delay	NOUN
fcis-30988	59	53	prediction.bayesian	prediction.bayesian	ADJ
fcis-30988	59	54	optimization	optimization	NOUN
fcis-30988	59	55	determines	determine	VERB
fcis-30988	59	56	hyperparameters	hyperparameter	NOUN
fcis-30988	59	57	:	:	PUNCT
fcis-30988	59	58	learning	learn	VERB
fcis-30988	59	59	rate=0.001	rate=0.001	NOUN
fcis-30988	59	60	,	,	PUNCT
fcis-30988	59	61	batch	batch	NOUN
fcis-30988	59	62	size=64	size=64	NOUN
fcis-30988	59	63	,	,	PUNCT
fcis-30988	59	64	dropout=0.3	dropout=0.3	PROPN
fcis-30988	59	65	.	.	PROPN
fcis-30988	59	66	4.2	4.2	NUM
fcis-30988	59	67	.	.	PUNCT
fcis-30988	59	68	model	model	NOUN
fcis-30988	59	69	training	training	NOUN
fcis-30988	59	70	and	and	CCONJ
fcis-30988	59	71	validation	validation	NOUN
fcis-30988	59	72	4.2.1	4.2.1	NUM
fcis-30988	59	73	.	.	PUNCT
fcis-30988	60	1	dataset	dataset	PROPN
fcis-30988	60	2	partitioning	partition	VERB
fcis-30988	60	3	a	a	DET
fcis-30988	60	4	rolling	rolling	ADJ
fcis-30988	60	5	window	window	NOUN
fcis-30988	60	6	approach	approach	NOUN
fcis-30988	60	7	(	(	PUNCT
fcis-30988	60	8	7	7	NUM
fcis-30988	60	9	-	-	PUNCT
fcis-30988	60	10	day	day	NOUN
fcis-30988	60	11	window	window	NOUN
fcis-30988	60	12	,	,	PUNCT
fcis-30988	60	13	1	1	NUM
fcis-30988	60	14	-	-	PUNCT
fcis-30988	60	15	day	day	NOUN
fcis-30988	60	16	step	step	NOUN
fcis-30988	60	17	)	)	PUNCT
fcis-30988	60	18	generates	generate	VERB
fcis-30988	60	19	52	52	NUM
fcis-30988	60	20	training	training	NOUN
fcis-30988	60	21	-	-	PUNCT
fcis-30988	60	22	validation	validation	NOUN
fcis-30988	60	23	-	-	PUNCT
fcis-30988	60	24	test	test	NOUN
fcis-30988	60	25	subsets	subset	NOUN
fcis-30988	60	26	to	to	PART
fcis-30988	60	27	capture	capture	VERB
fcis-30988	60	28	seasonal	seasonal	ADJ
fcis-30988	60	29	variations	variation	NOUN
fcis-30988	60	30	.	.	PUNCT
fcis-30988	61	1	data	datum	NOUN
fcis-30988	61	2	from	from	ADP
fcis-30988	61	3	beijing	beijing	PROPN
fcis-30988	61	4	,	,	PUNCT
fcis-30988	61	5	shanghai	shanghai	PROPN
fcis-30988	61	6	,	,	PUNCT
fcis-30988	61	7	and	and	CCONJ
fcis-30988	61	8	guangzhou	guangzhou	PROPN
fcis-30988	61	9	airports	airport	NOUN
fcis-30988	61	10	(	(	PUNCT
fcis-30988	61	11	2019–2022	2019–2022	NUM
fcis-30988	61	12	)	)	PUNCT
fcis-30988	61	13	comprise	comprise	VERB
fcis-30988	61	14	1.2	1.2	NUM
fcis-30988	61	15	million	million	NUM
fcis-30988	61	16	records	record	NOUN
fcis-30988	61	17	.	.	PUNCT
fcis-30988	62	1	4.2.2	4.2.2	X
fcis-30988	62	2	.	.	PUNCT
fcis-30988	62	3	model	model	NOUN
fcis-30988	62	4	training	train	VERB
fcis-30988	62	5	adam	adam	PROPN
fcis-30988	62	6	optimizer	optimizer	NOUN
fcis-30988	62	7	with	with	ADP
fcis-30988	62	8	huber	huber	PROPN
fcis-30988	62	9	loss	loss	NOUN
fcis-30988	62	10	(	(	PUNCT
fcis-30988	62	11	δ=1.0	δ=1.0	ADJ
fcis-30988	62	12	)	)	PUNCT
fcis-30988	62	13	balances	balance	NOUN
fcis-30988	62	14	mse	mse	PROPN
fcis-30988	62	15	and	and	CCONJ
fcis-30988	62	16	mae	mae	PROPN
fcis-30988	62	17	.	.	PROPN
fcis-30988	62	18	training	training	NOUN
fcis-30988	62	19	converges	converge	NOUN
fcis-30988	62	20	at	at	ADP
fcis-30988	62	21	50	50	NUM
fcis-30988	62	22	epochs	epoch	NOUN
fcis-30988	62	23	(	(	PUNCT
fcis-30988	62	24	validation	validation	NOUN
fcis-30988	62	25	loss=0.12	loss=0.12	NOUN
fcis-30988	62	26	)	)	PUNCT
fcis-30988	62	27	.	.	PUNCT
fcis-30988	63	1	learning	learn	VERB
fcis-30988	63	2	rate	rate	NOUN
fcis-30988	63	3	decay	decay	NOUN
fcis-30988	63	4	(	(	PUNCT
fcis-30988	63	5	0.1	0.1	NUM
fcis-30988	63	6	per	per	ADP
fcis-30988	63	7	10	10	NUM
fcis-30988	63	8	epochs	epoch	NOUN
fcis-30988	63	9	)	)	PUNCT
fcis-30988	63	10	avoids	avoid	VERB
fcis-30988	63	11	local	local	ADJ
fcis-30988	63	12	optima	optima	NOUN
fcis-30988	63	13	.	.	PUNCT
fcis-30988	64	1	4.2.3	4.2.3	NUM
fcis-30988	64	2	.	.	PUNCT
fcis-30988	65	1	model	model	PROPN
fcis-30988	65	2	validation	validation	NOUN
fcis-30988	65	3	five	five	NUM
fcis-30988	65	4	-	-	ADJ
fcis-30988	65	5	fold	fold	ADJ
fcis-30988	65	6	cross	cross	ADJ
fcis-30988	65	7	-	-	ADJ
fcis-30988	65	8	validation	validation	ADJ
fcis-30988	65	9	yields	yield	NOUN
fcis-30988	65	10	an	an	DET
fcis-30988	65	11	average	average	ADJ
fcis-30988	65	12	mae	mae	PROPN
fcis-30988	65	13	of	of	ADP
fcis-30988	65	14	8.2	8.2	NUM
fcis-30988	65	15	minutes	minute	NOUN
fcis-30988	65	16	,	,	PUNCT
fcis-30988	65	17	14	14	NUM
fcis-30988	65	18	%	%	NOUN
fcis-30988	65	19	lower	low	ADJ
fcis-30988	65	20	than	than	ADP
fcis-30988	65	21	standalone	standalone	ADJ
fcis-30988	65	22	lstm	lstm	NOUN
fcis-30988	65	23	.	.	PUNCT
fcis-30988	66	1	the	the	DET
fcis-30988	66	2	model	model	NOUN
fcis-30988	66	3	achieves	achieve	VERB
fcis-30988	66	4	87	87	NUM
fcis-30988	66	5	%	%	NOUN
fcis-30988	66	6	recall	recall	NOUN
fcis-30988	66	7	for	for	ADP
fcis-30988	66	8	severe	severe	ADJ
fcis-30988	66	9	delays	delay	NOUN
fcis-30988	66	10	(	(	PUNCT
fcis-30988	66	11	>	>	SYM
fcis-30988	66	12	60	60	NUM
fcis-30988	66	13	minutes	minute	NOUN
fcis-30988	66	14	)	)	PUNCT
fcis-30988	66	15	and	and	CCONJ
fcis-30988	66	16	outperforms	outperform	VERB
fcis-30988	66	17	arima	arima	PROPN
fcis-30988	66	18	in	in	ADP
fcis-30988	66	19	extreme	extreme	ADJ
fcis-30988	66	20	weather	weather	NOUN
fcis-30988	66	21	(	(	PUNCT
fcis-30988	66	22	22	22	NUM
fcis-30988	66	23	%	%	NOUN
fcis-30988	66	24	lower	low	ADJ
fcis-30988	66	25	mae	mae	PROPN
fcis-30988	66	26	)	)	PUNCT
fcis-30988	66	27	.	.	PUNCT
fcis-30988	67	1	4.3	4.3	NUM
fcis-30988	67	2	.	.	PUNCT
fcis-30988	67	3	prediction	prediction	NOUN
fcis-30988	67	4	result	result	NOUN
fcis-30988	67	5	analysis	analysis	NOUN
fcis-30988	67	6	4.3.1	4.3.1	NUM
fcis-30988	67	7	.	.	PUNCT
fcis-30988	67	8	accuracy	accuracy	NOUN
fcis-30988	67	9	evaluation	evaluation	NOUN
fcis-30988	67	10	test	test	NOUN
fcis-30988	67	11	set	set	VERB
fcis-30988	67	12	performance	performance	NOUN
fcis-30988	67	13	:	:	PUNCT
fcis-30988	67	14	clear	clear	ADJ
fcis-30988	67	15	weather	weather	NOUN
fcis-30988	67	16	:	:	PUNCT
fcis-30988	67	17	mae=6.3	mae=6.3	NOUN
fcis-30988	67	18	minutes	minute	NOUN
fcis-30988	67	19	,	,	PUNCT
fcis-30988	67	20	r²=0.91;rainy	r²=0.91;rainy	PROPN
fcis-30988	67	21	weather	weather	NOUN
fcis-30988	67	22	:	:	PUNCT
fcis-30988	67	23	mae=9.8	mae=9.8	NUM
fcis-30988	67	24	minutes	minute	NOUN
fcis-30988	67	25	,	,	PUNCT
fcis-30988	67	26	r²=0.85.longterm	r²=0.85.longterm	NOUN
fcis-30988	67	27	(	(	PUNCT
fcis-30988	67	28	24	24	NUM
fcis-30988	67	29	-	-	PUNCT
fcis-30988	67	30	hour	hour	NOUN
fcis-30988	67	31	)	)	PUNCT
fcis-30988	67	32	predictions	prediction	NOUN
fcis-30988	67	33	show	show	VERB
fcis-30988	67	34	18	18	NUM
fcis-30988	67	35	%	%	NOUN
fcis-30988	67	36	lower	low	ADJ
fcis-30988	67	37	mae	mae	PROPN
fcis-30988	67	38	than	than	ADP
fcis-30988	67	39	prophet	prophet	NOUN
fcis-30988	67	40	models	model	NOUN
fcis-30988	67	41	.	.	PUNCT
fcis-30988	68	1	4.3.2	4.3.2	X
fcis-30988	68	2	.	.	PUNCT
fcis-30988	69	1	visualization	visualization	NOUN
fcis-30988	69	2	an	an	DET
fcis-30988	69	3	interactive	interactive	ADJ
fcis-30988	69	4	dash	dash	NOUN
fcis-30988	69	5	platform	platform	NOUN
fcis-30988	69	6	visualizes	visualize	VERB
fcis-30988	69	7	regional	regional	ADJ
fcis-30988	69	8	heatmaps	heatmap	NOUN
fcis-30988	69	9	and	and	CCONJ
fcis-30988	69	10	delay	delay	VERB
fcis-30988	69	11	curves	curve	NOUN
fcis-30988	69	12	.	.	PUNCT
fcis-30988	70	1	case	case	NOUN
fcis-30988	70	2	studies	study	NOUN
fcis-30988	70	3	show	show	VERB
fcis-30988	70	4	92	92	NUM
fcis-30988	70	5	%	%	NOUN
fcis-30988	70	6	accuracy	accuracy	NOUN
fcis-30988	70	7	in	in	ADP
fcis-30988	70	8	predicting	predict	VERB
fcis-30988	70	9	gate	gate	NOUN
fcis-30988	70	10	adjustments	adjustment	NOUN
fcis-30988	70	11	during	during	ADP
fcis-30988	70	12	thunderstorms	thunderstorm	NOUN
fcis-30988	70	13	.	.	PUNCT
fcis-30988	71	1	multidimensional	multidimensional	ADJ
fcis-30988	71	2	data	datum	NOUN
fcis-30988	71	3	drilling	drilling	NOUN
fcis-30988	71	4	(	(	PUNCT
fcis-30988	71	5	e.g.	e.g.	ADV
fcis-30988	71	6	,	,	PUNCT
fcis-30988	71	7	by	by	ADP
fcis-30988	71	8	airline	airline	NOUN
fcis-30988	71	9	or	or	CCONJ
fcis-30988	71	10	aircraft	aircraft	NOUN
fcis-30988	71	11	type	type	NOUN
fcis-30988	71	12	)	)	PUNCT
fcis-30988	71	13	aids	aid	VERB
fcis-30988	71	14	59	59	NUM
fcis-30988	71	15	decision	decision	NOUN
fcis-30988	71	16	-	-	PUNCT
fcis-30988	71	17	making	making	NOUN
fcis-30988	71	18	.	.	PUNCT
fcis-30988	72	1	5	5	X
fcis-30988	72	2	.	.	X
fcis-30988	72	3	airport	airport	NOUN
fcis-30988	72	4	operation	operation	NOUN
fcis-30988	72	5	optimization	optimization	NOUN
fcis-30988	72	6	strategies	strategy	NOUN
fcis-30988	72	7	5.1	5.1	NUM
fcis-30988	72	8	.	.	PUNCT
fcis-30988	73	1	resource	resource	NOUN
fcis-30988	73	2	allocation	allocation	NOUN
fcis-30988	73	3	optimization	optimization	NOUN
fcis-30988	73	4	5.1.1	5.1.1	PROPN
fcis-30988	73	5	.	.	PUNCT
fcis-30988	73	6	gate	gate	PROPN
fcis-30988	73	7	assignment	assignment	NOUN
fcis-30988	73	8	optimization	optimization	NOUN
fcis-30988	73	9	a	a	DET
fcis-30988	73	10	multi	multi	ADJ
fcis-30988	73	11	-	-	ADJ
fcis-30988	73	12	objective	objective	ADJ
fcis-30988	73	13	model	model	NOUN
fcis-30988	73	14	minimizes	minimize	VERB
fcis-30988	73	15	total	total	ADJ
fcis-30988	73	16	delays	delay	NOUN
fcis-30988	73	17	while	while	SCONJ
fcis-30988	73	18	maximizing	maximize	VERB
fcis-30988	73	19	gate	gate	NOUN
fcis-30988	73	20	utilization	utilization	NOUN
fcis-30988	73	21	,	,	PUNCT
fcis-30988	73	22	subject	subject	ADJ
fcis-30988	73	23	to	to	ADP
fcis-30988	73	24	aircraft	aircraft	NOUN
fcis-30988	73	25	-	-	PUNCT
fcis-30988	73	26	gate	gate	NOUN
fcis-30988	73	27	compatibility	compatibility	NOUN
fcis-30988	73	28	and	and	CCONJ
fcis-30988	73	29	minimum	minimum	ADJ
fcis-30988	73	30	turnaround	turnaround	NOUN
fcis-30988	73	31	constraints	constraint	NOUN
fcis-30988	73	32	.	.	PUNCT
fcis-30988	74	1	improved	improve	VERB
fcis-30988	74	2	nsga	nsga	NOUN
fcis-30988	74	3	-	-	PUNCT
fcis-30988	74	4	ii	ii	NOUN
fcis-30988	74	5	with	with	ADP
fcis-30988	74	6	dynamic	dynamic	ADJ
fcis-30988	74	7	crossover	crossover	NOUN
fcis-30988	74	8	probabilities	probability	NOUN
fcis-30988	74	9	(	(	PUNCT
fcis-30988	74	10	pc=0.7–0.9	pc=0.7–0.9	NOUN
fcis-30988	74	11	)	)	PUNCT
fcis-30988	74	12	generates	generate	VERB
fcis-30988	74	13	pareto	pareto	VERB
fcis-30988	74	14	-	-	PUNCT
fcis-30988	74	15	optimal	optimal	ADJ
fcis-30988	74	16	solutions	solution	NOUN
fcis-30988	74	17	.	.	PUNCT
fcis-30988	75	1	simulations	simulation	NOUN
fcis-30988	75	2	show	show	VERB
fcis-30988	75	3	22	22	NUM
fcis-30988	75	4	%	%	NOUN
fcis-30988	75	5	higher	high	ADJ
fcis-30988	75	6	gate	gate	NOUN
fcis-30988	75	7	turnover	turnover	NOUN
fcis-30988	75	8	and	and	CCONJ
fcis-30988	75	9	18	18	NUM
fcis-30988	75	10	%	%	NOUN
fcis-30988	75	11	shorter	short	ADJ
fcis-30988	75	12	delays	delay	NOUN
fcis-30988	75	13	.	.	PUNCT
fcis-30988	76	1	at	at	ADP
fcis-30988	76	2	shenzhen	shenzhen	PROPN
fcis-30988	76	3	bao’an	bao’an	PROPN
fcis-30988	76	4	airport	airport	PROPN
fcis-30988	76	5	,	,	PUNCT
fcis-30988	76	6	peak	peak	NOUN
fcis-30988	76	7	-	-	PUNCT
fcis-30988	76	8	hour	hour	NOUN
fcis-30988	76	9	gate	gate	NOUN
fcis-30988	76	10	conflicts	conflict	NOUN
fcis-30988	76	11	decreased	decrease	VERB
fcis-30988	76	12	from	from	ADP
fcis-30988	76	13	15	15	NUM
fcis-30988	76	14	%	%	NOUN
fcis-30988	76	15	to	to	PART
fcis-30988	76	16	5	5	NUM
fcis-30988	76	17	%	%	NOUN
fcis-30988	76	18	.	.	PUNCT
fcis-30988	77	1	5.1.2	5.1.2	X
fcis-30988	77	2	.	.	X
fcis-30988	77	3	boarding	boarding	NOUN
fcis-30988	77	4	gate	gate	PROPN
fcis-30988	77	5	optimization	optimization	PROPN
fcis-30988	77	6	hungarian	hungarian	ADJ
fcis-30988	77	7	algorithm	algorithm	NOUN
fcis-30988	77	8	-	-	PUNCT
fcis-30988	77	9	based	base	VERB
fcis-30988	77	10	matching	matching	NOUN
fcis-30988	77	11	reduces	reduce	VERB
fcis-30988	77	12	average	average	ADJ
fcis-30988	77	13	walking	walking	NOUN
fcis-30988	77	14	distance	distance	NOUN
fcis-30988	77	15	by	by	ADP
fcis-30988	77	16	28	28	NUM
fcis-30988	77	17	%	%	NOUN
fcis-30988	77	18	.	.	PUNCT
fcis-30988	78	1	amsterdam	amsterdam	PROPN
fcis-30988	78	2	schiphol	schiphol	PROPN
fcis-30988	78	3	airport	airport	PROPN
fcis-30988	78	4	reported	report	VERB
fcis-30988	78	5	12	12	NUM
fcis-30988	78	6	%	%	NOUN
fcis-30988	78	7	higher	high	ADJ
fcis-30988	78	8	passenger	passenger	NOUN
fcis-30988	78	9	satisfaction	satisfaction	NOUN
fcis-30988	78	10	using	use	VERB
fcis-30988	78	11	similar	similar	ADJ
fcis-30988	78	12	strategies	strategy	NOUN
fcis-30988	78	13	.	.	PUNCT
fcis-30988	79	1	5.2	5.2	NUM
fcis-30988	79	2	.	.	PUNCT
fcis-30988	79	3	flight	flight	NOUN
fcis-30988	79	4	scheduling	scheduling	NOUN
fcis-30988	79	5	optimization	optimization	NOUN
fcis-30988	79	6	dynamic	dynamic	ADJ
fcis-30988	79	7	departure	departure	NOUN
fcis-30988	79	8	sequencing	sequence	VERB
fcis-30988	79	9	prioritizes	prioritize	VERB
fcis-30988	79	10	high	high	ADJ
fcis-30988	79	11	-	-	PUNCT
fcis-30988	79	12	risk	risk	NOUN
fcis-30988	79	13	delays	delay	NOUN
fcis-30988	79	14	and	and	CCONJ
fcis-30988	79	15	weather	weather	NOUN
fcis-30988	79	16	-	-	PUNCT
fcis-30988	79	17	affected	affect	VERB
fcis-30988	79	18	flights	flight	NOUN
fcis-30988	79	19	based	base	VERB
fcis-30988	79	20	on	on	ADP
fcis-30988	79	21	alternate	alternate	ADJ
fcis-30988	79	22	airport	airport	NOUN
fcis-30988	79	23	capacities	capacity	NOUN
fcis-30988	79	24	.	.	PUNCT
fcis-30988	80	1	simio	simio	PROPN
fcis-30988	80	2	simulations	simulation	NOUN
fcis-30988	80	3	show	show	VERB
fcis-30988	80	4	15	15	NUM
fcis-30988	80	5	%	%	NOUN
fcis-30988	80	6	shorter	short	ADJ
fcis-30988	80	7	departure	departure	NOUN
fcis-30988	80	8	waits	wait	NOUN
fcis-30988	80	9	and	and	CCONJ
fcis-30988	80	10	12	12	NUM
fcis-30988	80	11	%	%	NOUN
fcis-30988	80	12	higher	high	ADJ
fcis-30988	80	13	runway	runway	NOUN
fcis-30988	80	14	throughput	throughput	NOUN
fcis-30988	80	15	.	.	PUNCT
fcis-30988	81	1	chicago	chicago	PROPN
fcis-30988	81	2	o’hare	o’hare	PROPN
fcis-30988	81	3	airport	airport	NOUN
fcis-30988	81	4	reduced	reduce	VERB
fcis-30988	81	5	evening	evening	NOUN
fcis-30988	81	6	peak	peak	NOUN
fcis-30988	81	7	departure	departure	NOUN
fcis-30988	81	8	delays	delay	NOUN
fcis-30988	81	9	from	from	ADP
fcis-30988	81	10	45	45	NUM
fcis-30988	81	11	to	to	PART
fcis-30988	81	12	32	32	NUM
fcis-30988	81	13	minutes	minute	NOUN
fcis-30988	81	14	.	.	PUNCT
fcis-30988	82	1	6	6	NUM
fcis-30988	82	2	.	.	X
fcis-30988	82	3	conclusion	conclusion	NOUN
fcis-30988	82	4	this	this	DET
fcis-30988	82	5	study	study	NOUN
fcis-30988	82	6	establishes	establish	VERB
fcis-30988	82	7	an	an	DET
fcis-30988	82	8	intelligent	intelligent	ADJ
fcis-30988	82	9	prediction	prediction	NOUN
fcis-30988	82	10	and	and	CCONJ
fcis-30988	82	11	optimization	optimization	NOUN
fcis-30988	82	12	framework	framework	NOUN
fcis-30988	82	13	for	for	ADP
fcis-30988	82	14	airport	airport	NOUN
fcis-30988	82	15	traffic	traffic	NOUN
fcis-30988	82	16	situations	situation	NOUN
fcis-30988	82	17	using	use	VERB
fcis-30988	82	18	multi	multi	ADJ
fcis-30988	82	19	-	-	ADJ
fcis-30988	82	20	source	source	NOUN
fcis-30988	82	21	data	datum	NOUN
fcis-30988	82	22	fusion	fusion	NOUN
fcis-30988	82	23	and	and	CCONJ
fcis-30988	82	24	deep	deep	ADJ
fcis-30988	82	25	learning	learning	NOUN
fcis-30988	82	26	.	.	PUNCT
fcis-30988	83	1	experimental	experimental	ADJ
fcis-30988	83	2	results	result	NOUN
fcis-30988	83	3	demonstrate	demonstrate	VERB
fcis-30988	83	4	a	a	DET
fcis-30988	83	5	23	23	NUM
fcis-30988	83	6	%	%	NOUN
fcis-30988	83	7	improvement	improvement	NOUN
fcis-30988	83	8	in	in	ADP
fcis-30988	83	9	prediction	prediction	NOUN
fcis-30988	83	10	accuracy	accuracy	NOUN
fcis-30988	83	11	over	over	ADP
fcis-30988	83	12	traditional	traditional	ADJ
fcis-30988	83	13	methods	method	NOUN
fcis-30988	83	14	,	,	PUNCT
fcis-30988	83	15	with	with	ADP
fcis-30988	83	16	optimization	optimization	NOUN
fcis-30988	83	17	strategies	strategy	NOUN
fcis-30988	83	18	effectively	effectively	ADV
fcis-30988	83	19	mitigating	mitigate	VERB
fcis-30988	83	20	resource	resource	NOUN
fcis-30988	83	21	conflicts	conflict	NOUN
fcis-30988	83	22	.	.	PUNCT
fcis-30988	84	1	future	future	ADJ
fcis-30988	84	2	work	work	NOUN
fcis-30988	84	3	will	will	AUX
fcis-30988	84	4	focus	focus	VERB
fcis-30988	84	5	on	on	ADP
fcis-30988	84	6	cross	cross	ADJ
fcis-30988	84	7	-	-	ADJ
fcis-30988	84	8	airport	airport	ADJ
fcis-30988	84	9	collaboration	collaboration	NOUN
fcis-30988	84	10	via	via	ADP
fcis-30988	84	11	federated	federated	ADJ
fcis-30988	84	12	learning	learning	NOUN
fcis-30988	84	13	,	,	PUNCT
fcis-30988	84	14	high	high	ADJ
fcis-30988	84	15	-	-	PUNCT
fcis-30988	84	16	fidelity	fidelity	NOUN
fcis-30988	84	17	digital	digital	ADJ
fcis-30988	84	18	twin	twin	ADJ
fcis-30988	84	19	environments	environment	NOUN
fcis-30988	84	20	,	,	PUNCT
fcis-30988	84	21	and	and	CCONJ
fcis-30988	84	22	reinforcement	reinforcement	NOUN
fcis-30988	84	23	learning	learning	NOUN
fcis-30988	84	24	for	for	ADP
fcis-30988	84	25	real	real	ADJ
fcis-30988	84	26	-	-	PUNCT
fcis-30988	84	27	time	time	NOUN
fcis-30988	84	28	dynamic	dynamic	ADJ
fcis-30988	84	29	scheduling	scheduling	NOUN
fcis-30988	84	30	.	.	PUNCT
fcis-30988	85	1	references	reference	NOUN
fcis-30988	85	2	[	[	X
fcis-30988	85	3	1	1	NUM
fcis-30988	85	4	]	]	X
fcis-30988	85	5	shi	shi	PROPN
fcis-30988	85	6	,	,	PUNCT
fcis-30988	85	7	d.	d.	PROPN
fcis-30988	85	8	(	(	PUNCT
fcis-30988	85	9	2022	2022	NUM
fcis-30988	85	10	)	)	PUNCT
fcis-30988	85	11	.	.	PUNCT
fcis-30988	86	1	construction	construction	NOUN
fcis-30988	86	2	and	and	CCONJ
fcis-30988	86	3	implementation	implementation	NOUN
fcis-30988	86	4	of	of	ADP
fcis-30988	86	5	a	a	DET
fcis-30988	86	6	comprehensive	comprehensive	ADJ
fcis-30988	86	7	evaluation	evaluation	NOUN
fcis-30988	86	8	index	index	NOUN
fcis-30988	86	9	system	system	NOUN
fcis-30988	86	10	for	for	ADP
fcis-30988	86	11	airport	airport	NOUN
fcis-30988	86	12	operations	operation	NOUN
fcis-30988	86	13	.	.	PUNCT
fcis-30988	87	1	journal	journal	NOUN
fcis-30988	87	2	of	of	ADP
fcis-30988	87	3	civil	civil	ADJ
fcis-30988	87	4	aviation	aviation	NOUN
fcis-30988	87	5	,	,	PUNCT
fcis-30988	87	6	6(02	6(02	NUM
fcis-30988	87	7	)	)	PUNCT
fcis-30988	87	8	,	,	PUNCT
fcis-30988	87	9	26–29	26–29	NOUN
fcis-30988	87	10	.	.	PUNCT
fcis-30988	88	1	[	[	X
fcis-30988	88	2	2	2	NUM
fcis-30988	88	3	]	]	X
fcis-30988	88	4	guo	guo	PROPN
fcis-30988	88	5	,	,	PUNCT
fcis-30988	88	6	r.	r.	PROPN
fcis-30988	88	7	,	,	PUNCT
fcis-30988	88	8	li	li	PROPN
fcis-30988	88	9	,	,	PUNCT
fcis-30988	88	10	l.	l.	PROPN
fcis-30988	88	11	,	,	PUNCT
fcis-30988	88	12	&	&	CCONJ
fcis-30988	88	13	lei	lei	PROPN
fcis-30988	88	14	,	,	PUNCT
fcis-30988	88	15	z.	z.	PROPN
fcis-30988	88	16	(	(	PUNCT
fcis-30988	88	17	2024	2024	NUM
fcis-30988	88	18	)	)	PUNCT
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