id	sid	tid	token	lemma	pos
ajst-8023	1	1	academic	academic	ADJ
ajst-8023	1	2	journal	journal	NOUN
ajst-8023	1	3	of	of	ADP
ajst-8023	1	4	science	science	NOUN
ajst-8023	1	5	and	and	CCONJ
ajst-8023	1	6	technology	technology	NOUN
ajst-8023	1	7	issn	issn	NOUN
ajst-8023	1	8	:	:	PUNCT
ajst-8023	1	9	2771	2771	NUM
ajst-8023	1	10	-	-	SYM
ajst-8023	1	11	3032	3032	NUM
ajst-8023	1	12	|	|	NOUN
ajst-8023	1	13	vol	vol	NOUN
ajst-8023	1	14	.	.	PROPN
ajst-8023	2	1	5	5	NUM
ajst-8023	2	2	,	,	PUNCT
ajst-8023	2	3	no	no	INTJ
ajst-8023	2	4	.	.	NOUN
ajst-8023	2	5	3	3	NUM
ajst-8023	2	6	,	,	PUNCT
ajst-8023	3	1	2023	2023	NUM
ajst-8023	3	2	250	250	NUM
ajst-8023	3	3	short‐term	short‐term	ADJ
ajst-8023	3	4	passenger	passenger	NOUN
ajst-8023	3	5	flow	flow	NOUN
ajst-8023	3	6	prediction	prediction	NOUN
ajst-8023	3	7	research	research	NOUN
ajst-8023	3	8	of	of	ADP
ajst-8023	3	9	urban	urban	ADJ
ajst-8023	3	10	rail	rail	NOUN
ajst-8023	3	11	transit	transit	NOUN
ajst-8023	3	12	under	under	ADP
ajst-8023	3	13	rainfall	rainfall	NOUN
ajst-8023	3	14	conditions	condition	NOUN
ajst-8023	3	15	jiangping	jiangpe	VERB
ajst-8023	3	16	you	you	PRON
ajst-8023	3	17	college	college	NOUN
ajst-8023	3	18	of	of	ADP
ajst-8023	3	19	traffic	traffic	NOUN
ajst-8023	3	20	&	&	CCONJ
ajst-8023	3	21	transportation	transportation	PROPN
ajst-8023	3	22	,	,	PUNCT
ajst-8023	3	23	chongqing	chongqing	PROPN
ajst-8023	3	24	jiaotong	jiaotong	PROPN
ajst-8023	3	25	university	university	PROPN
ajst-8023	3	26	,	,	PUNCT
ajst-8023	3	27	chongqing	chongqing	PROPN
ajst-8023	3	28	,	,	PUNCT
ajst-8023	3	29	400074	400074	NUM
ajst-8023	3	30	,	,	PUNCT
ajst-8023	3	31	china	china	PROPN
ajst-8023	3	32	abstract	abstract	PROPN
ajst-8023	3	33	:	:	PUNCT
ajst-8023	3	34	the	the	DET
ajst-8023	3	35	short	short	ADJ
ajst-8023	3	36	-	-	PUNCT
ajst-8023	3	37	term	term	NOUN
ajst-8023	3	38	passenger	passenger	NOUN
ajst-8023	3	39	flow	flow	NOUN
ajst-8023	3	40	prediction	prediction	NOUN
ajst-8023	3	41	in	in	ADP
ajst-8023	3	42	urban	urban	ADJ
ajst-8023	3	43	rail	rail	NOUN
ajst-8023	3	44	transit	transit	NOUN
ajst-8023	3	45	serves	serve	VERB
ajst-8023	3	46	as	as	ADP
ajst-8023	3	47	a	a	DET
ajst-8023	3	48	crucial	crucial	ADJ
ajst-8023	3	49	basis	basis	NOUN
ajst-8023	3	50	for	for	ADP
ajst-8023	3	51	dynamic	dynamic	ADJ
ajst-8023	3	52	adjustments	adjustment	NOUN
ajst-8023	3	53	of	of	ADP
ajst-8023	3	54	transportation	transportation	NOUN
ajst-8023	3	55	organizations	organization	NOUN
ajst-8023	3	56	,	,	PUNCT
ajst-8023	3	57	enhancing	enhance	VERB
ajst-8023	3	58	the	the	DET
ajst-8023	3	59	efficiency	efficiency	NOUN
ajst-8023	3	60	of	of	ADP
ajst-8023	3	61	operational	operational	ADJ
ajst-8023	3	62	services	service	NOUN
ajst-8023	3	63	and	and	CCONJ
ajst-8023	3	64	safety	safety	NOUN
ajst-8023	3	65	assurances	assurance	NOUN
ajst-8023	3	66	,	,	PUNCT
ajst-8023	3	67	while	while	SCONJ
ajst-8023	3	68	effectively	effectively	ADV
ajst-8023	3	69	advancing	advance	VERB
ajst-8023	3	70	the	the	DET
ajst-8023	3	71	development	development	NOUN
ajst-8023	3	72	of	of	ADP
ajst-8023	3	73	intelligent	intelligent	ADJ
ajst-8023	3	74	rail	rail	NOUN
ajst-8023	3	75	transit	transit	NOUN
ajst-8023	3	76	systems	system	NOUN
ajst-8023	3	77	.	.	PUNCT
ajst-8023	4	1	by	by	ADP
ajst-8023	4	2	examining	examine	VERB
ajst-8023	4	3	the	the	DET
ajst-8023	4	4	impact	impact	NOUN
ajst-8023	4	5	of	of	ADP
ajst-8023	4	6	adverse	adverse	ADJ
ajst-8023	4	7	weather	weather	NOUN
ajst-8023	4	8	conditions	condition	NOUN
ajst-8023	4	9	on	on	ADP
ajst-8023	4	10	rail	rail	NOUN
ajst-8023	4	11	transit	transit	NOUN
ajst-8023	4	12	passenger	passenger	NOUN
ajst-8023	4	13	flow	flow	NOUN
ajst-8023	4	14	,	,	PUNCT
ajst-8023	4	15	conducting	conduct	VERB
ajst-8023	4	16	research	research	NOUN
ajst-8023	4	17	on	on	ADP
ajst-8023	4	18	cloud	cloud	NOUN
ajst-8023	4	19	models	model	NOUN
ajst-8023	4	20	,	,	PUNCT
ajst-8023	4	21	and	and	CCONJ
ajst-8023	4	22	analyzing	analyze	VERB
ajst-8023	4	23	existing	exist	VERB
ajst-8023	4	24	short	short	ADJ
ajst-8023	4	25	-	-	PUNCT
ajst-8023	4	26	term	term	NOUN
ajst-8023	4	27	passenger	passenger	NOUN
ajst-8023	4	28	flow	flow	NOUN
ajst-8023	4	29	prediction	prediction	NOUN
ajst-8023	4	30	models	model	NOUN
ajst-8023	4	31	,	,	PUNCT
ajst-8023	4	32	this	this	DET
ajst-8023	4	33	study	study	NOUN
ajst-8023	4	34	proposes	propose	VERB
ajst-8023	4	35	a	a	DET
ajst-8023	4	36	novel	novel	ADJ
ajst-8023	4	37	concept	concept	NOUN
ajst-8023	4	38	for	for	ADP
ajst-8023	4	39	a	a	DET
ajst-8023	4	40	short	short	ADJ
ajst-8023	4	41	-	-	PUNCT
ajst-8023	4	42	term	term	NOUN
ajst-8023	4	43	dynamic	dynamic	ADJ
ajst-8023	4	44	passenger	passenger	NOUN
ajst-8023	4	45	flow	flow	NOUN
ajst-8023	4	46	prediction	prediction	NOUN
ajst-8023	4	47	model	model	NOUN
ajst-8023	4	48	based	base	VERB
ajst-8023	4	49	on	on	ADP
ajst-8023	4	50	cloud	cloud	NOUN
ajst-8023	4	51	models	model	NOUN
ajst-8023	4	52	under	under	ADP
ajst-8023	4	53	rainfall	rainfall	NOUN
ajst-8023	4	54	conditions	condition	NOUN
ajst-8023	4	55	.	.	PUNCT
ajst-8023	5	1	keywords	keyword	NOUN
ajst-8023	5	2	:	:	PUNCT
ajst-8023	5	3	short	short	ADJ
ajst-8023	5	4	-	-	PUNCT
ajst-8023	5	5	term	term	NOUN
ajst-8023	5	6	passenger	passenger	NOUN
ajst-8023	5	7	flow	flow	NOUN
ajst-8023	5	8	prediction	prediction	NOUN
ajst-8023	5	9	,	,	PUNCT
ajst-8023	5	10	rainfall	rainfall	NOUN
ajst-8023	5	11	conditions	condition	NOUN
ajst-8023	5	12	,	,	PUNCT
ajst-8023	5	13	cloud	cloud	NOUN
ajst-8023	5	14	model	model	NOUN
ajst-8023	5	15	.	.	PUNCT
ajst-8023	6	1	1	1	X
ajst-8023	6	2	.	.	X
ajst-8023	6	3	introduction	introduction	NOUN
ajst-8023	6	4	capitalizing	capitalize	VERB
ajst-8023	6	5	on	on	ADP
ajst-8023	6	6	its	its	PRON
ajst-8023	6	7	punctuality	punctuality	NOUN
ajst-8023	6	8	,	,	PUNCT
ajst-8023	6	9	speed	speed	NOUN
ajst-8023	6	10	,	,	PUNCT
ajst-8023	6	11	safety	safety	NOUN
ajst-8023	6	12	,	,	PUNCT
ajst-8023	6	13	and	and	CCONJ
ajst-8023	6	14	comfort	comfort	NOUN
ajst-8023	6	15	,	,	PUNCT
ajst-8023	6	16	as	as	ADV
ajst-8023	6	17	well	well	ADV
ajst-8023	6	18	as	as	ADP
ajst-8023	6	19	minimal	minimal	ADJ
ajst-8023	6	20	interference	interference	NOUN
ajst-8023	6	21	with	with	ADP
ajst-8023	6	22	other	other	ADJ
ajst-8023	6	23	ground	ground	NOUN
ajst-8023	6	24	transportation	transportation	NOUN
ajst-8023	6	25	methods	method	NOUN
ajst-8023	6	26	,	,	PUNCT
ajst-8023	6	27	rail	rail	NOUN
ajst-8023	6	28	transit	transit	NOUN
ajst-8023	6	29	is	be	AUX
ajst-8023	6	30	increasingly	increasingly	ADV
ajst-8023	6	31	becoming	become	VERB
ajst-8023	6	32	the	the	DET
ajst-8023	6	33	backbone	backbone	NOUN
ajst-8023	6	34	of	of	ADP
ajst-8023	6	35	urban	urban	ADJ
ajst-8023	6	36	public	public	ADJ
ajst-8023	6	37	transportation	transportation	NOUN
ajst-8023	6	38	systems	system	NOUN
ajst-8023	6	39	.	.	PUNCT
ajst-8023	7	1	the	the	DET
ajst-8023	7	2	operation	operation	NOUN
ajst-8023	7	3	and	and	CCONJ
ajst-8023	7	4	management	management	NOUN
ajst-8023	7	5	of	of	ADP
ajst-8023	7	6	rail	rail	NOUN
ajst-8023	7	7	transportation	transportation	NOUN
ajst-8023	7	8	encounter	encounter	VERB
ajst-8023	7	9	new	new	ADJ
ajst-8023	7	10	opportunities	opportunity	NOUN
ajst-8023	7	11	and	and	CCONJ
ajst-8023	7	12	challenges	challenge	NOUN
ajst-8023	7	13	.	.	PUNCT
ajst-8023	8	1	as	as	ADP
ajst-8023	8	2	a	a	DET
ajst-8023	8	3	fundamental	fundamental	ADJ
ajst-8023	8	4	aspect	aspect	NOUN
ajst-8023	8	5	of	of	ADP
ajst-8023	8	6	operational	operational	ADJ
ajst-8023	8	7	management	management	NOUN
ajst-8023	8	8	,	,	PUNCT
ajst-8023	8	9	short	short	ADJ
ajst-8023	8	10	-	-	PUNCT
ajst-8023	8	11	term	term	NOUN
ajst-8023	8	12	passenger	passenger	NOUN
ajst-8023	8	13	flow	flow	NOUN
ajst-8023	8	14	prediction	prediction	NOUN
ajst-8023	8	15	and	and	CCONJ
ajst-8023	8	16	analysis	analysis	NOUN
ajst-8023	8	17	not	not	PART
ajst-8023	8	18	only	only	ADV
ajst-8023	8	19	provide	provide	VERB
ajst-8023	8	20	a	a	DET
ajst-8023	8	21	reliable	reliable	ADJ
ajst-8023	8	22	foundation	foundation	NOUN
ajst-8023	8	23	for	for	ADP
ajst-8023	8	24	organizing	organize	VERB
ajst-8023	8	25	passengers	passenger	NOUN
ajst-8023	8	26	but	but	CCONJ
ajst-8023	8	27	also	also	ADV
ajst-8023	8	28	effectively	effectively	ADV
ajst-8023	8	29	mitigate	mitigate	VERB
ajst-8023	8	30	congestion	congestion	NOUN
ajst-8023	8	31	,	,	PUNCT
ajst-8023	8	32	enhance	enhance	VERB
ajst-8023	8	33	service	service	NOUN
ajst-8023	8	34	quality	quality	NOUN
ajst-8023	8	35	,	,	PUNCT
ajst-8023	8	36	and	and	CCONJ
ajst-8023	8	37	improve	improve	VERB
ajst-8023	8	38	the	the	DET
ajst-8023	8	39	management	management	NOUN
ajst-8023	8	40	and	and	CCONJ
ajst-8023	8	41	service	service	NOUN
ajst-8023	8	42	capabilities	capability	NOUN
ajst-8023	8	43	of	of	ADP
ajst-8023	8	44	rail	rail	NOUN
ajst-8023	8	45	transit	transit	NOUN
ajst-8023	8	46	stations	station	NOUN
ajst-8023	8	47	and	and	CCONJ
ajst-8023	8	48	the	the	DET
ajst-8023	8	49	entire	entire	ADJ
ajst-8023	8	50	network	network	NOUN
ajst-8023	8	51	.	.	PUNCT
ajst-8023	9	1	short	short	ADJ
ajst-8023	9	2	-	-	PUNCT
ajst-8023	9	3	term	term	NOUN
ajst-8023	9	4	passenger	passenger	NOUN
ajst-8023	9	5	flow	flow	NOUN
ajst-8023	9	6	refers	refer	VERB
ajst-8023	9	7	to	to	ADP
ajst-8023	9	8	the	the	DET
ajst-8023	9	9	statistical	statistical	ADJ
ajst-8023	9	10	data	datum	NOUN
ajst-8023	9	11	of	of	ADP
ajst-8023	9	12	passenger	passenger	NOUN
ajst-8023	9	13	volume	volume	NOUN
ajst-8023	9	14	when	when	SCONJ
ajst-8023	9	15	the	the	DET
ajst-8023	9	16	time	time	NOUN
ajst-8023	9	17	granularity	granularity	NOUN
ajst-8023	9	18	does	do	AUX
ajst-8023	9	19	not	not	PART
ajst-8023	9	20	exceed	exceed	VERB
ajst-8023	9	21	15	15	NUM
ajst-8023	9	22	minutes	minute	NOUN
ajst-8023	9	23	[	[	X
ajst-8023	9	24	1	1	NUM
ajst-8023	9	25	]	]	PUNCT
ajst-8023	9	26	.	.	PUNCT
ajst-8023	10	1	short	short	ADJ
ajst-8023	10	2	-	-	PUNCT
ajst-8023	10	3	term	term	NOUN
ajst-8023	10	4	urban	urban	ADJ
ajst-8023	10	5	rail	rail	NOUN
ajst-8023	10	6	transit	transit	NOUN
ajst-8023	10	7	passenger	passenger	NOUN
ajst-8023	10	8	flow	flow	NOUN
ajst-8023	10	9	prediction	prediction	NOUN
ajst-8023	10	10	,	,	PUNCT
ajst-8023	10	11	forecasting	forecast	VERB
ajst-8023	10	12	passenger	passenger	NOUN
ajst-8023	10	13	volume	volume	NOUN
ajst-8023	10	14	for	for	ADP
ajst-8023	10	15	the	the	DET
ajst-8023	10	16	next	next	ADJ
ajst-8023	10	17	5	5	NUM
ajst-8023	10	18	-	-	SYM
ajst-8023	10	19	15	15	NUM
ajst-8023	10	20	minutes	minute	NOUN
ajst-8023	10	21	,	,	PUNCT
ajst-8023	10	22	is	be	AUX
ajst-8023	10	23	based	base	VERB
ajst-8023	10	24	on	on	ADP
ajst-8023	10	25	historical	historical	ADJ
ajst-8023	10	26	afc	afc	PROPN
ajst-8023	10	27	(	(	PUNCT
ajst-8023	10	28	automated	automate	VERB
ajst-8023	10	29	fare	fare	NOUN
ajst-8023	10	30	collection	collection	NOUN
ajst-8023	10	31	)	)	PUNCT
ajst-8023	10	32	data	datum	NOUN
ajst-8023	10	33	.	.	PUNCT
ajst-8023	11	1	urban	urban	ADJ
ajst-8023	11	2	rail	rail	NOUN
ajst-8023	11	3	transit	transit	NOUN
ajst-8023	11	4	passenger	passenger	NOUN
ajst-8023	11	5	flow	flow	NOUN
ajst-8023	11	6	is	be	AUX
ajst-8023	11	7	influenced	influence	VERB
ajst-8023	11	8	by	by	ADP
ajst-8023	11	9	various	various	ADJ
ajst-8023	11	10	factors	factor	NOUN
ajst-8023	11	11	,	,	PUNCT
ajst-8023	11	12	including	include	VERB
ajst-8023	11	13	land	land	NOUN
ajst-8023	11	14	use	use	NOUN
ajst-8023	11	15	along	along	ADP
ajst-8023	11	16	the	the	DET
ajst-8023	11	17	transit	transit	NOUN
ajst-8023	11	18	lines	line	NOUN
ajst-8023	11	19	,	,	PUNCT
ajst-8023	11	20	socio	socio	NOUN
ajst-8023	11	21	-	-	PUNCT
ajst-8023	11	22	economic	economic	ADJ
ajst-8023	11	23	development	development	NOUN
ajst-8023	11	24	,	,	PUNCT
ajst-8023	11	25	and	and	CCONJ
ajst-8023	11	26	the	the	DET
ajst-8023	11	27	scale	scale	NOUN
ajst-8023	11	28	of	of	ADP
ajst-8023	11	29	the	the	DET
ajst-8023	11	30	urban	urban	ADJ
ajst-8023	11	31	population	population	NOUN
ajst-8023	11	32	.	.	PUNCT
ajst-8023	12	1	among	among	ADP
ajst-8023	12	2	these	these	DET
ajst-8023	12	3	factors	factor	NOUN
ajst-8023	12	4	,	,	PUNCT
ajst-8023	12	5	rainfall	rainfall	NOUN
ajst-8023	12	6	is	be	AUX
ajst-8023	12	7	a	a	DET
ajst-8023	12	8	common	common	ADJ
ajst-8023	12	9	weather	weather	NOUN
ajst-8023	12	10	-	-	PUNCT
ajst-8023	12	11	related	relate	VERB
ajst-8023	12	12	element	element	NOUN
ajst-8023	12	13	that	that	PRON
ajst-8023	12	14	causes	cause	VERB
ajst-8023	12	15	fluctuations	fluctuation	NOUN
ajst-8023	12	16	in	in	ADP
ajst-8023	12	17	passenger	passenger	NOUN
ajst-8023	12	18	flow	flow	NOUN
ajst-8023	12	19	and	and	CCONJ
ajst-8023	12	20	significantly	significantly	ADV
ajst-8023	12	21	contributes	contribute	VERB
ajst-8023	12	22	to	to	ADP
ajst-8023	12	23	the	the	DET
ajst-8023	12	24	uncertainty	uncertainty	NOUN
ajst-8023	12	25	in	in	ADP
ajst-8023	12	26	rail	rail	NOUN
ajst-8023	12	27	transit	transit	NOUN
ajst-8023	12	28	passenger	passenger	NOUN
ajst-8023	12	29	volume	volume	NOUN
ajst-8023	12	30	.	.	PUNCT
ajst-8023	13	1	2	2	X
ajst-8023	13	2	.	.	X
ajst-8023	13	3	research	research	NOUN
ajst-8023	13	4	on	on	ADP
ajst-8023	13	5	short	short	ADJ
ajst-8023	13	6	-	-	PUNCT
ajst-8023	13	7	term	term	NOUN
ajst-8023	13	8	passenger	passenger	NOUN
ajst-8023	13	9	flow	flow	NOUN
ajst-8023	13	10	prediction	prediction	NOUN
ajst-8023	13	11	of	of	ADP
ajst-8023	13	12	urban	urban	ADJ
ajst-8023	13	13	rail	rail	NOUN
ajst-8023	13	14	transit	transit	NOUN
ajst-8023	13	15	under	under	ADP
ajst-8023	13	16	unfavorable	unfavorable	ADJ
ajst-8023	13	17	weather	weather	NOUN
ajst-8023	13	18	2.1	2.1	NUM
ajst-8023	13	19	.	.	PUNCT
ajst-8023	14	1	research	research	NOUN
ajst-8023	14	2	on	on	ADP
ajst-8023	14	3	the	the	DET
ajst-8023	14	4	impact	impact	NOUN
ajst-8023	14	5	of	of	ADP
ajst-8023	14	6	adverse	adverse	ADJ
ajst-8023	14	7	weather	weather	NOUN
ajst-8023	14	8	on	on	ADP
ajst-8023	14	9	passenger	passenger	NOUN
ajst-8023	14	10	flow	flow	NOUN
ajst-8023	14	11	in	in	ADP
ajst-8023	14	12	urban	urban	ADJ
ajst-8023	14	13	rail	rail	NOUN
ajst-8023	14	14	transit	transit	NOUN
ajst-8023	14	15	among	among	ADP
ajst-8023	14	16	the	the	DET
ajst-8023	14	17	factors	factor	NOUN
ajst-8023	14	18	influencing	influence	VERB
ajst-8023	14	19	fluctuations	fluctuation	NOUN
ajst-8023	14	20	in	in	ADP
ajst-8023	14	21	urban	urban	ADJ
ajst-8023	14	22	rail	rail	NOUN
ajst-8023	14	23	transit	transit	NOUN
ajst-8023	14	24	passenger	passenger	NOUN
ajst-8023	14	25	flow	flow	NOUN
ajst-8023	14	26	,	,	PUNCT
ajst-8023	14	27	adverse	adverse	ADJ
ajst-8023	14	28	weather	weather	NOUN
ajst-8023	14	29	impacts	impact	VERB
ajst-8023	14	30	passengers	passenger	NOUN
ajst-8023	14	31	by	by	ADP
ajst-8023	14	32	forcing	force	VERB
ajst-8023	14	33	them	they	PRON
ajst-8023	14	34	to	to	PART
ajst-8023	14	35	alter	alter	VERB
ajst-8023	14	36	their	their	PRON
ajst-8023	14	37	travel	travel	NOUN
ajst-8023	14	38	plans	plan	NOUN
ajst-8023	14	39	and	and	CCONJ
ajst-8023	14	40	re	re	NOUN
ajst-8023	14	41	-	-	VERB
ajst-8023	14	42	plan	plan	VERB
ajst-8023	14	43	their	their	PRON
ajst-8023	14	44	routes	route	NOUN
ajst-8023	14	45	.	.	PUNCT
ajst-8023	15	1	for	for	ADP
ajst-8023	15	2	instance	instance	NOUN
ajst-8023	15	3	,	,	PUNCT
ajst-8023	15	4	khattak	khattak	PROPN
ajst-8023	15	5	et	et	PROPN
ajst-8023	15	6	al	al	PROPN
ajst-8023	15	7	.	.	PROPN
ajst-8023	15	8	discovered	discover	VERB
ajst-8023	15	9	that	that	SCONJ
ajst-8023	15	10	under	under	ADP
ajst-8023	15	11	the	the	DET
ajst-8023	15	12	influence	influence	NOUN
ajst-8023	15	13	of	of	ADP
ajst-8023	15	14	inclement	inclement	NOUN
ajst-8023	15	15	weather	weather	NOUN
ajst-8023	15	16	,	,	PUNCT
ajst-8023	15	17	people	people	NOUN
ajst-8023	15	18	change	change	VERB
ajst-8023	15	19	their	their	PRON
ajst-8023	15	20	commuting	commuting	NOUN
ajst-8023	15	21	methods	method	NOUN
ajst-8023	15	22	and	and	CCONJ
ajst-8023	15	23	routes	route	NOUN
ajst-8023	15	24	,	,	PUNCT
ajst-8023	15	25	thus	thus	ADV
ajst-8023	15	26	altering	alter	VERB
ajst-8023	15	27	their	their	PRON
ajst-8023	15	28	travel	travel	NOUN
ajst-8023	15	29	behavior	behavior	NOUN
ajst-8023	16	1	[	[	X
ajst-8023	16	2	2	2	NUM
ajst-8023	16	3	]	]	PUNCT
ajst-8023	16	4	.	.	PUNCT
ajst-8023	17	1	kalkstein	kalkstein	PROPN
ajst-8023	17	2	et	et	PROPN
ajst-8023	17	3	al	al	PROPN
ajst-8023	17	4	.	.	PROPN
ajst-8023	17	5	examined	examine	VERB
ajst-8023	17	6	various	various	ADJ
ajst-8023	17	7	weather	weather	NOUN
ajst-8023	17	8	patterns	pattern	NOUN
ajst-8023	17	9	and	and	CCONJ
ajst-8023	17	10	their	their	PRON
ajst-8023	17	11	effects	effect	NOUN
ajst-8023	17	12	on	on	ADP
ajst-8023	17	13	chicago	chicago	PROPN
ajst-8023	17	14	's	's	PART
ajst-8023	17	15	rail	rail	NOUN
ajst-8023	17	16	transit	transit	NOUN
ajst-8023	17	17	passenger	passenger	NOUN
ajst-8023	17	18	flow	flow	NOUN
ajst-8023	17	19	,	,	PUNCT
ajst-8023	17	20	observing	observe	VERB
ajst-8023	17	21	different	different	ADJ
ajst-8023	17	22	degrees	degree	NOUN
ajst-8023	17	23	of	of	ADP
ajst-8023	17	24	change	change	NOUN
ajst-8023	17	25	and	and	CCONJ
ajst-8023	17	26	summarizing	summarize	VERB
ajst-8023	17	27	the	the	DET
ajst-8023	17	28	laws	law	NOUN
ajst-8023	17	29	governing	govern	VERB
ajst-8023	17	30	passenger	passenger	NOUN
ajst-8023	17	31	flow	flow	NOUN
ajst-8023	17	32	fluctuations	fluctuation	NOUN
ajst-8023	17	33	affected	affect	VERB
ajst-8023	17	34	by	by	ADP
ajst-8023	17	35	distinct	distinct	ADJ
ajst-8023	17	36	weather	weather	NOUN
ajst-8023	17	37	conditions	condition	NOUN
ajst-8023	17	38	[	[	X
ajst-8023	17	39	3	3	NUM
ajst-8023	17	40	]	]	PUNCT
ajst-8023	17	41	.	.	PUNCT
ajst-8023	18	1	outwater	outwater	ADP
ajst-8023	18	2	et	et	PROPN
ajst-8023	18	3	al	al	PROPN
ajst-8023	18	4	.	.	PROPN
ajst-8023	18	5	,	,	PUNCT
ajst-8023	18	6	through	through	ADP
ajst-8023	18	7	surveys	survey	NOUN
ajst-8023	18	8	of	of	ADP
ajst-8023	18	9	public	public	ADJ
ajst-8023	18	10	transport	transport	NOUN
ajst-8023	18	11	passengers	passenger	NOUN
ajst-8023	18	12	,	,	PUNCT
ajst-8023	18	13	found	find	VERB
ajst-8023	18	14	that	that	SCONJ
ajst-8023	18	15	nearly	nearly	ADV
ajst-8023	18	16	12	12	NUM
ajst-8023	18	17	%	%	NOUN
ajst-8023	18	18	of	of	ADP
ajst-8023	18	19	people	people	NOUN
ajst-8023	18	20	in	in	ADP
ajst-8023	18	21	salt	salt	NOUN
ajst-8023	18	22	lake	lake	PROPN
ajst-8023	18	23	city	city	PROPN
ajst-8023	18	24	intended	intend	VERB
ajst-8023	18	25	to	to	PART
ajst-8023	18	26	change	change	VERB
ajst-8023	18	27	their	their	PRON
ajst-8023	18	28	travel	travel	NOUN
ajst-8023	18	29	plans	plan	NOUN
ajst-8023	18	30	due	due	ADP
ajst-8023	18	31	to	to	ADP
ajst-8023	18	32	weather	weather	NOUN
ajst-8023	18	33	fluctuations	fluctuation	NOUN
ajst-8023	18	34	and	and	CCONJ
ajst-8023	18	35	abandoned	abandon	VERB
ajst-8023	18	36	their	their	PRON
ajst-8023	18	37	original	original	ADJ
ajst-8023	18	38	public	public	ADJ
ajst-8023	18	39	transportation	transportation	NOUN
ajst-8023	18	40	methods	method	NOUN
ajst-8023	18	41	[	[	X
ajst-8023	18	42	4	4	NUM
ajst-8023	18	43	]	]	PUNCT
ajst-8023	18	44	.	.	PUNCT
ajst-8023	19	1	zhu	zhu	PROPN
ajst-8023	19	2	chengcheng	chengcheng	PROPN
ajst-8023	19	3	established	establish	VERB
ajst-8023	19	4	a	a	DET
ajst-8023	19	5	choice	choice	NOUN
ajst-8023	19	6	model	model	NOUN
ajst-8023	19	7	for	for	ADP
ajst-8023	19	8	rail	rail	NOUN
ajst-8023	19	9	transit	transit	NOUN
ajst-8023	19	10	commuting	commuting	NOUN
ajst-8023	19	11	methods	method	NOUN
ajst-8023	19	12	to	to	PART
ajst-8023	19	13	analyze	analyze	VERB
ajst-8023	19	14	the	the	DET
ajst-8023	19	15	impact	impact	NOUN
ajst-8023	19	16	of	of	ADP
ajst-8023	19	17	rainfall	rainfall	NOUN
ajst-8023	19	18	on	on	ADP
ajst-8023	19	19	the	the	DET
ajst-8023	19	20	probability	probability	NOUN
ajst-8023	19	21	of	of	ADP
ajst-8023	19	22	selecting	select	VERB
ajst-8023	19	23	such	such	DET
ajst-8023	19	24	a	a	DET
ajst-8023	19	25	method	method	NOUN
ajst-8023	19	26	[	[	X
ajst-8023	19	27	5	5	NUM
ajst-8023	19	28	]	]	PUNCT
ajst-8023	19	29	.	.	PUNCT
ajst-8023	20	1	with	with	ADP
ajst-8023	20	2	ongoing	ongoing	ADJ
ajst-8023	20	3	in	in	ADP
ajst-8023	20	4	-	-	PUNCT
ajst-8023	20	5	depth	depth	NOUN
ajst-8023	20	6	research	research	NOUN
ajst-8023	20	7	,	,	PUNCT
ajst-8023	20	8	it	it	PRON
ajst-8023	20	9	has	have	AUX
ajst-8023	20	10	become	become	VERB
ajst-8023	20	11	evident	evident	ADJ
ajst-8023	20	12	that	that	SCONJ
ajst-8023	20	13	different	different	ADJ
ajst-8023	20	14	weather	weather	NOUN
ajst-8023	20	15	conditions	condition	NOUN
ajst-8023	20	16	and	and	CCONJ
ajst-8023	20	17	their	their	PRON
ajst-8023	20	18	timing	timing	NOUN
ajst-8023	20	19	have	have	VERB
ajst-8023	20	20	varying	vary	VERB
ajst-8023	20	21	impacts	impact	NOUN
ajst-8023	20	22	on	on	ADP
ajst-8023	20	23	passenger	passenger	NOUN
ajst-8023	20	24	flow	flow	NOUN
ajst-8023	20	25	.	.	PUNCT
ajst-8023	21	1	for	for	ADP
ajst-8023	21	2	instance	instance	NOUN
ajst-8023	21	3	,	,	PUNCT
ajst-8023	21	4	stover	stover	NOUN
ajst-8023	21	5	et	et	PROPN
ajst-8023	21	6	al	al	PROPN
ajst-8023	21	7	.	.	PROPN
ajst-8023	21	8	observed	observe	VERB
ajst-8023	21	9	that	that	SCONJ
ajst-8023	21	10	diverse	diverse	ADJ
ajst-8023	21	11	meteorological	meteorological	ADJ
ajst-8023	21	12	conditions	condition	NOUN
ajst-8023	21	13	have	have	VERB
ajst-8023	21	14	distinct	distinct	ADJ
ajst-8023	21	15	effects	effect	NOUN
ajst-8023	21	16	on	on	ADP
ajst-8023	21	17	passenger	passenger	NOUN
ajst-8023	21	18	flow	flow	NOUN
ajst-8023	21	19	across	across	ADP
ajst-8023	21	20	different	different	ADJ
ajst-8023	21	21	seasons	season	NOUN
ajst-8023	21	22	.	.	PUNCT
ajst-8023	22	1	strong	strong	ADJ
ajst-8023	22	2	wind	wind	NOUN
ajst-8023	22	3	,	,	PUNCT
ajst-8023	22	4	rain	rain	NOUN
ajst-8023	22	5	,	,	PUNCT
ajst-8023	22	6	and	and	CCONJ
ajst-8023	22	7	snow	snow	NOUN
ajst-8023	22	8	,	,	PUNCT
ajst-8023	22	9	which	which	PRON
ajst-8023	22	10	negatively	negatively	ADV
ajst-8023	22	11	affect	affect	VERB
ajst-8023	22	12	passenger	passenger	NOUN
ajst-8023	22	13	flows	flow	NOUN
ajst-8023	22	14	,	,	PUNCT
ajst-8023	22	15	mainly	mainly	ADV
ajst-8023	22	16	occur	occur	VERB
ajst-8023	22	17	in	in	ADP
ajst-8023	22	18	various	various	ADJ
ajst-8023	22	19	seasons	season	NOUN
ajst-8023	22	20	,	,	PUNCT
ajst-8023	22	21	with	with	ADP
ajst-8023	22	22	wind	wind	NOUN
ajst-8023	22	23	corresponding	correspond	VERB
ajst-8023	22	24	to	to	ADP
ajst-8023	22	25	spring	spring	NOUN
ajst-8023	22	26	and	and	CCONJ
ajst-8023	22	27	winter	winter	NOUN
ajst-8023	22	28	,	,	PUNCT
ajst-8023	22	29	and	and	CCONJ
ajst-8023	22	30	rain	rain	NOUN
ajst-8023	22	31	spanning	span	VERB
ajst-8023	22	32	all	all	DET
ajst-8023	22	33	four	four	NUM
ajst-8023	22	34	seasons	season	NOUN
ajst-8023	22	35	[	[	X
ajst-8023	22	36	6	6	NUM
ajst-8023	22	37	]	]	PUNCT
ajst-8023	22	38	.	.	PUNCT
ajst-8023	23	1	lou	lou	PROPN
ajst-8023	23	2	shurong	shurong	PROPN
ajst-8023	23	3	used	use	VERB
ajst-8023	23	4	a	a	DET
ajst-8023	23	5	moving	move	VERB
ajst-8023	23	6	average	average	ADJ
ajst-8023	23	7	method	method	NOUN
ajst-8023	23	8	to	to	PART
ajst-8023	23	9	analyze	analyze	VERB
ajst-8023	23	10	the	the	DET
ajst-8023	23	11	influence	influence	NOUN
ajst-8023	23	12	of	of	ADP
ajst-8023	23	13	weather	weather	NOUN
ajst-8023	23	14	observation	observation	NOUN
ajst-8023	23	15	factors	factor	NOUN
ajst-8023	23	16	,	,	PUNCT
ajst-8023	23	17	establishing	establish	VERB
ajst-8023	23	18	a	a	DET
ajst-8023	23	19	relationship	relationship	NOUN
ajst-8023	23	20	model	model	NOUN
ajst-8023	23	21	between	between	ADP
ajst-8023	23	22	rainfall	rainfall	NOUN
ajst-8023	23	23	,	,	PUNCT
ajst-8023	23	24	land	land	NOUN
ajst-8023	23	25	use	use	NOUN
ajst-8023	23	26	factors	factor	NOUN
ajst-8023	23	27	,	,	PUNCT
ajst-8023	23	28	and	and	CCONJ
ajst-8023	23	29	daily	daily	ADJ
ajst-8023	23	30	passenger	passenger	NOUN
ajst-8023	23	31	flow	flow	NOUN
ajst-8023	23	32	at	at	ADP
ajst-8023	23	33	rail	rail	NOUN
ajst-8023	23	34	transit	transit	NOUN
ajst-8023	23	35	stations	station	NOUN
ajst-8023	23	36	.	.	PUNCT
ajst-8023	24	1	the	the	DET
ajst-8023	24	2	study	study	NOUN
ajst-8023	24	3	found	find	VERB
ajst-8023	24	4	a	a	DET
ajst-8023	24	5	positive	positive	ADJ
ajst-8023	24	6	relationship	relationship	NOUN
ajst-8023	24	7	between	between	ADP
ajst-8023	24	8	the	the	DET
ajst-8023	24	9	increase	increase	NOUN
ajst-8023	24	10	in	in	ADP
ajst-8023	24	11	passenger	passenger	NOUN
ajst-8023	24	12	flow	flow	NOUN
ajst-8023	24	13	and	and	CCONJ
ajst-8023	24	14	the	the	DET
ajst-8023	24	15	amount	amount	NOUN
ajst-8023	24	16	of	of	ADP
ajst-8023	24	17	rainfall	rainfall	NOUN
ajst-8023	24	18	,	,	PUNCT
ajst-8023	24	19	while	while	SCONJ
ajst-8023	24	20	the	the	DET
ajst-8023	24	21	influence	influence	NOUN
ajst-8023	24	22	of	of	ADP
ajst-8023	24	23	rainfall	rainfall	NOUN
ajst-8023	24	24	during	during	ADP
ajst-8023	24	25	the	the	DET
ajst-8023	24	26	day	day	NOUN
ajst-8023	24	27	's	's	PART
ajst-8023	24	28	peak	peak	NOUN
ajst-8023	24	29	period	period	NOUN
ajst-8023	24	30	had	have	VERB
ajst-8023	24	31	a	a	DET
ajst-8023	24	32	negative	negative	ADJ
ajst-8023	24	33	correlation	correlation	NOUN
ajst-8023	24	34	with	with	ADP
ajst-8023	24	35	passenger	passenger	NOUN
ajst-8023	24	36	flow	flow	NOUN
ajst-8023	24	37	[	[	X
ajst-8023	24	38	7	7	NUM
ajst-8023	24	39	]	]	PUNCT
ajst-8023	24	40	.	.	PUNCT
ajst-8023	25	1	changnon	changnon	PROPN
ajst-8023	25	2	discovered	discover	VERB
ajst-8023	25	3	that	that	SCONJ
ajst-8023	25	4	during	during	ADP
ajst-8023	25	5	summer	summer	NOUN
ajst-8023	25	6	rain	rain	NOUN
ajst-8023	25	7	,	,	PUNCT
ajst-8023	25	8	bus	bus	NOUN
ajst-8023	25	9	and	and	CCONJ
ajst-8023	25	10	chicago	chicago	PROPN
ajst-8023	25	11	transportation	transportation	PROPN
ajst-8023	25	12	administration	administration	PROPN
ajst-8023	25	13	passenger	passenger	NOUN
ajst-8023	25	14	flows	flow	NOUN
ajst-8023	25	15	decreased	decrease	VERB
ajst-8023	25	16	by	by	ADP
ajst-8023	25	17	2.1	2.1	NUM
ajst-8023	25	18	%	%	NOUN
ajst-8023	25	19	and	and	CCONJ
ajst-8023	25	20	3.5	3.5	NUM
ajst-8023	25	21	%	%	NOUN
ajst-8023	25	22	,	,	PUNCT
ajst-8023	25	23	respectively	respectively	ADV
ajst-8023	25	24	,	,	PUNCT
ajst-8023	25	25	with	with	ADP
ajst-8023	25	26	the	the	DET
ajst-8023	25	27	impact	impact	NOUN
ajst-8023	25	28	of	of	ADP
ajst-8023	25	29	rainfall	rainfall	NOUN
ajst-8023	25	30	on	on	ADP
ajst-8023	25	31	passenger	passenger	NOUN
ajst-8023	25	32	flow	flow	NOUN
ajst-8023	25	33	being	be	AUX
ajst-8023	25	34	greater	great	ADJ
ajst-8023	25	35	during	during	ADP
ajst-8023	25	36	early	early	ADJ
ajst-8023	25	37	and	and	CCONJ
ajst-8023	25	38	late	late	ADJ
ajst-8023	25	39	rain	rain	NOUN
ajst-8023	26	1	[	[	X
ajst-8023	26	2	8	8	NUM
ajst-8023	26	3	]	]	PUNCT
ajst-8023	26	4	.	.	PUNCT
ajst-8023	27	1	liu	liu	PROPN
ajst-8023	27	2	xintong	xintong	PROPN
ajst-8023	27	3	studied	study	VERB
ajst-8023	27	4	the	the	DET
ajst-8023	27	5	effects	effect	NOUN
ajst-8023	27	6	of	of	ADP
ajst-8023	27	7	rainfall	rainfall	NOUN
ajst-8023	27	8	on	on	ADP
ajst-8023	27	9	passenger	passenger	NOUN
ajst-8023	27	10	flow	flow	NOUN
ajst-8023	27	11	during	during	ADP
ajst-8023	27	12	weekends	weekend	NOUN
ajst-8023	27	13	,	,	PUNCT
ajst-8023	27	14	workdays	workday	NOUN
ajst-8023	27	15	,	,	PUNCT
ajst-8023	27	16	peak	peak	NOUN
ajst-8023	27	17	,	,	PUNCT
ajst-8023	27	18	and	and	CCONJ
ajst-8023	27	19	off	off	ADP
ajst-8023	27	20	-	-	PUNCT
ajst-8023	27	21	peak	peak	NOUN
ajst-8023	27	22	hours	hour	NOUN
ajst-8023	27	23	for	for	ADP
ajst-8023	27	24	bus	bus	NOUN
ajst-8023	27	25	passenger	passenger	NOUN
ajst-8023	27	26	flow	flow	NOUN
ajst-8023	27	27	,	,	PUNCT
ajst-8023	27	28	finding	find	VERB
ajst-8023	27	29	that	that	SCONJ
ajst-8023	27	30	the	the	DET
ajst-8023	27	31	impact	impact	NOUN
ajst-8023	27	32	of	of	ADP
ajst-8023	27	33	rainfall	rainfall	NOUN
ajst-8023	27	34	on	on	ADP
ajst-8023	27	35	passenger	passenger	NOUN
ajst-8023	27	36	flow	flow	NOUN
ajst-8023	27	37	during	during	ADP
ajst-8023	27	38	early	early	ADJ
ajst-8023	27	39	peak	peak	NOUN
ajst-8023	27	40	hours	hour	NOUN
ajst-8023	27	41	was	be	AUX
ajst-8023	27	42	not	not	PART
ajst-8023	27	43	significant	significant	ADJ
ajst-8023	27	44	,	,	PUNCT
ajst-8023	27	45	while	while	SCONJ
ajst-8023	27	46	it	it	PRON
ajst-8023	27	47	had	have	VERB
ajst-8023	27	48	a	a	DET
ajst-8023	27	49	considerable	considerable	ADJ
ajst-8023	27	50	negative	negative	ADJ
ajst-8023	27	51	impact	impact	NOUN
ajst-8023	27	52	on	on	ADP
ajst-8023	27	53	evening	evening	NOUN
ajst-8023	27	54	peak	peak	NOUN
ajst-8023	27	55	hours	hour	NOUN
ajst-8023	28	1	[	[	X
ajst-8023	28	2	9	9	NUM
ajst-8023	28	3	]	]	PUNCT
ajst-8023	28	4	.	.	PUNCT
ajst-8023	29	1	to	to	PART
ajst-8023	29	2	investigate	investigate	VERB
ajst-8023	29	3	the	the	DET
ajst-8023	29	4	influence	influence	NOUN
ajst-8023	29	5	of	of	ADP
ajst-8023	29	6	rainfall	rainfall	NOUN
ajst-8023	29	7	on	on	ADP
ajst-8023	29	8	passenger	passenger	NOUN
ajst-8023	29	9	flow	flow	NOUN
ajst-8023	29	10	,	,	PUNCT
ajst-8023	29	11	foreign	foreign	ADJ
ajst-8023	29	12	scholars	scholar	NOUN
ajst-8023	29	13	proposed	propose	VERB
ajst-8023	29	14	using	use	VERB
ajst-8023	29	15	a	a	DET
ajst-8023	29	16	benchmark	benchmark	NOUN
ajst-8023	29	17	value	value	NOUN
ajst-8023	29	18	[	[	X
ajst-8023	29	19	10	10	NUM
ajst-8023	29	20	]	]	PUNCT
ajst-8023	29	21	and	and	CCONJ
ajst-8023	29	22	a	a	DET
ajst-8023	29	23	nine	nine	NUM
ajst-8023	29	24	-	-	PUNCT
ajst-8023	29	25	point	point	NOUN
ajst-8023	29	26	moving	move	VERB
ajst-8023	29	27	average	average	ADJ
ajst-8023	29	28	algorithm	algorithm	NOUN
ajst-8023	29	29	[	[	X
ajst-8023	29	30	11	11	NUM
ajst-8023	29	31	]	]	PUNCT
ajst-8023	29	32	.	.	PUNCT
ajst-8023	30	1	research	research	NOUN
ajst-8023	30	2	has	have	AUX
ajst-8023	30	3	shown	show	VERB
ajst-8023	30	4	that	that	SCONJ
ajst-8023	30	5	the	the	DET
ajst-8023	30	6	accuracy	accuracy	NOUN
ajst-8023	30	7	of	of	ADP
ajst-8023	30	8	the	the	DET
ajst-8023	30	9	passenger	passenger	NOUN
ajst-8023	30	10	flow	flow	NOUN
ajst-8023	30	11	foundation	foundation	NOUN
ajst-8023	30	12	obtained	obtain	VERB
ajst-8023	30	13	using	use	VERB
ajst-8023	30	14	these	these	DET
ajst-8023	30	15	methods	method	NOUN
ajst-8023	30	16	is	be	AUX
ajst-8023	30	17	the	the	DET
ajst-8023	30	18	closest	close	ADJ
ajst-8023	30	19	to	to	ADP
ajst-8023	30	20	the	the	DET
ajst-8023	30	21	actual	actual	ADJ
ajst-8023	30	22	passenger	passenger	NOUN
ajst-8023	30	23	flow	flow	NOUN
ajst-8023	30	24	patterns	pattern	NOUN
ajst-8023	30	25	.	.	PUNCT
ajst-8023	31	1	2.2	2.2	NUM
ajst-8023	31	2	.	.	PUNCT
ajst-8023	31	3	cloud	cloud	NOUN
ajst-8023	31	4	model	model	NOUN
ajst-8023	31	5	research	research	NOUN
ajst-8023	31	6	drawing	draw	VERB
ajst-8023	31	7	from	from	ADP
ajst-8023	31	8	the	the	DET
ajst-8023	31	9	concept	concept	NOUN
ajst-8023	31	10	of	of	ADP
ajst-8023	31	11	the	the	DET
ajst-8023	31	12	cloud	cloud	NOUN
ajst-8023	31	13	model	model	NOUN
ajst-8023	31	14	,	,	PUNCT
ajst-8023	31	15	researchers	researcher	NOUN
ajst-8023	31	16	like	like	ADP
ajst-8023	31	17	di	di	PROPN
ajst-8023	31	18	kaichang	kaichang	PROPN
ajst-8023	31	19	and	and	CCONJ
ajst-8023	31	20	li	li	PROPN
ajst-8023	31	21	deyi	deyi	NOUN
ajst-8023	31	22	have	have	AUX
ajst-8023	31	23	utilized	utilize	VERB
ajst-8023	31	24	the	the	DET
ajst-8023	31	25	cloud	cloud	NOUN
ajst-8023	31	26	model	model	NOUN
ajst-8023	31	27	251	251	NUM
ajst-8023	31	28	to	to	PART
ajst-8023	31	29	represent	represent	VERB
ajst-8023	31	30	knowledge	knowledge	NOUN
ajst-8023	31	31	and	and	CCONJ
ajst-8023	31	32	discovery	discovery	NOUN
ajst-8023	31	33	in	in	ADP
ajst-8023	31	34	the	the	DET
ajst-8023	31	35	spatial	spatial	ADJ
ajst-8023	31	36	database	database	NOUN
ajst-8023	31	37	,	,	PUNCT
ajst-8023	31	38	continuously	continuously	ADV
ajst-8023	31	39	developing	develop	VERB
ajst-8023	31	40	the	the	DET
ajst-8023	31	41	cloud	cloud	NOUN
ajst-8023	31	42	model	model	NOUN
ajst-8023	31	43	from	from	ADP
ajst-8023	31	44	onedimensional	onedimensional	ADJ
ajst-8023	31	45	to	to	ADP
ajst-8023	31	46	two	two	NUM
ajst-8023	31	47	-	-	PUNCT
ajst-8023	31	48	dimensional	dimensional	ADJ
ajst-8023	31	49	,	,	PUNCT
ajst-8023	31	50	and	and	CCONJ
ajst-8023	31	51	beyond	beyond	ADP
ajst-8023	31	52	[	[	PUNCT
ajst-8023	31	53	12	12	NUM
ajst-8023	31	54	-	-	SYM
ajst-8023	31	55	13	13	NUM
ajst-8023	31	56	]	]	PUNCT
ajst-8023	31	57	.	.	PUNCT
ajst-8023	32	1	by	by	ADP
ajst-8023	32	2	comparing	compare	VERB
ajst-8023	32	3	and	and	CCONJ
ajst-8023	32	4	summarizing	summarize	VERB
ajst-8023	32	5	existing	exist	VERB
ajst-8023	32	6	reverse	reverse	ADJ
ajst-8023	32	7	cloud	cloud	ADJ
ajst-8023	32	8	algorithms	algorithm	NOUN
ajst-8023	32	9	,	,	PUNCT
ajst-8023	32	10	jin	jin	PROPN
ajst-8023	32	11	lu	lu	PROPN
ajst-8023	32	12	proposed	propose	VERB
ajst-8023	32	13	a	a	DET
ajst-8023	32	14	new	new	ADJ
ajst-8023	32	15	reverse	reverse	ADJ
ajst-8023	32	16	cloud	cloud	NOUN
ajst-8023	32	17	algorithm	algorithm	NOUN
ajst-8023	32	18	that	that	PRON
ajst-8023	32	19	combines	combine	VERB
ajst-8023	32	20	the	the	DET
ajst-8023	32	21	advantages	advantage	NOUN
ajst-8023	32	22	of	of	ADP
ajst-8023	32	23	other	other	ADJ
ajst-8023	32	24	algorithms	algorithm	NOUN
ajst-8023	32	25	[	[	X
ajst-8023	32	26	14	14	NUM
ajst-8023	32	27	]	]	SYM
ajst-8023	32	28	.	.	PUNCT
ajst-8023	33	1	yu	yu	PROPN
ajst-8023	33	2	jiaojiao	jiaojiao	PROPN
ajst-8023	33	3	employed	employ	VERB
ajst-8023	33	4	historical	historical	ADJ
ajst-8023	33	5	data	datum	NOUN
ajst-8023	33	6	as	as	ADP
ajst-8023	33	7	sample	sample	NOUN
ajst-8023	33	8	data	datum	NOUN
ajst-8023	33	9	to	to	PART
ajst-8023	33	10	establish	establish	VERB
ajst-8023	33	11	a	a	DET
ajst-8023	33	12	cloud	cloud	ADJ
ajst-8023	33	13	model	model	NOUN
ajst-8023	33	14	-	-	PUNCT
ajst-8023	33	15	based	base	VERB
ajst-8023	33	16	short	short	ADJ
ajst-8023	33	17	-	-	PUNCT
ajst-8023	33	18	term	term	NOUN
ajst-8023	33	19	traffic	traffic	NOUN
ajst-8023	33	20	flow	flow	NOUN
ajst-8023	33	21	prediction	prediction	NOUN
ajst-8023	33	22	model	model	NOUN
ajst-8023	33	23	and	and	CCONJ
ajst-8023	33	24	used	use	VERB
ajst-8023	33	25	real	real	ADJ
ajst-8023	33	26	-	-	PUNCT
ajst-8023	33	27	time	time	NOUN
ajst-8023	33	28	data	datum	NOUN
ajst-8023	33	29	to	to	PART
ajst-8023	33	30	verify	verify	VERB
ajst-8023	33	31	the	the	DET
ajst-8023	33	32	reliability	reliability	NOUN
ajst-8023	33	33	and	and	CCONJ
ajst-8023	33	34	accuracy	accuracy	NOUN
ajst-8023	33	35	of	of	ADP
ajst-8023	33	36	the	the	DET
ajst-8023	33	37	predictive	predictive	ADJ
ajst-8023	33	38	model	model	NOUN
ajst-8023	33	39	[	[	X
ajst-8023	33	40	15	15	NUM
ajst-8023	33	41	]	]	PUNCT
ajst-8023	33	42	.	.	PUNCT
ajst-8023	34	1	xu	xu	PROPN
ajst-8023	34	2	shaohua	shaohua	PROPN
ajst-8023	34	3	and	and	CCONJ
ajst-8023	34	4	colleagues	colleague	NOUN
ajst-8023	34	5	proposed	propose	VERB
ajst-8023	34	6	a	a	DET
ajst-8023	34	7	neural	neural	ADJ
ajst-8023	34	8	network	network	NOUN
ajst-8023	34	9	model	model	NOUN
ajst-8023	34	10	capable	capable	ADJ
ajst-8023	34	11	of	of	ADP
ajst-8023	34	12	converting	convert	VERB
ajst-8023	34	13	the	the	DET
ajst-8023	34	14	concept	concept	NOUN
ajst-8023	34	15	of	of	ADP
ajst-8023	34	16	describing	describe	VERB
ajst-8023	34	17	or	or	CCONJ
ajst-8023	34	18	determining	determine	VERB
ajst-8023	34	19	the	the	DET
ajst-8023	34	20	relationship	relationship	NOUN
ajst-8023	34	21	between	between	ADP
ajst-8023	34	22	objects	object	NOUN
ajst-8023	34	23	into	into	ADP
ajst-8023	34	24	numerical	numerical	ADJ
ajst-8023	34	25	variables	variable	NOUN
ajst-8023	34	26	based	base	VERB
ajst-8023	34	27	on	on	ADP
ajst-8023	34	28	cloud	cloud	NOUN
ajst-8023	34	29	transformations	transformation	NOUN
ajst-8023	34	30	and	and	CCONJ
ajst-8023	34	31	neural	neural	ADJ
ajst-8023	34	32	networks	network	NOUN
ajst-8023	34	33	[	[	X
ajst-8023	34	34	16	16	NUM
ajst-8023	34	35	]	]	PUNCT
ajst-8023	34	36	.	.	PUNCT
ajst-8023	35	1	in	in	ADP
ajst-8023	35	2	decision	decision	NOUN
ajst-8023	35	3	-	-	PUNCT
ajst-8023	35	4	making	making	NOUN
ajst-8023	35	5	,	,	PUNCT
ajst-8023	35	6	wang	wang	PROPN
ajst-8023	35	7	jun	jun	PROPN
ajst-8023	35	8	introduced	introduce	VERB
ajst-8023	35	9	a	a	DET
ajst-8023	35	10	dual	dual	ADV
ajst-8023	35	11	-	-	PUNCT
ajst-8023	35	12	expected	expect	VERB
ajst-8023	35	13	decision	decision	NOUN
ajst-8023	35	14	-	-	PUNCT
ajst-8023	35	15	making	make	VERB
ajst-8023	35	16	method	method	NOUN
ajst-8023	35	17	using	use	VERB
ajst-8023	35	18	the	the	DET
ajst-8023	35	19	cloud	cloud	NOUN
ajst-8023	35	20	model	model	NOUN
ajst-8023	35	21	and	and	CCONJ
ajst-8023	35	22	the	the	DET
ajst-8023	35	23	calculation	calculation	NOUN
ajst-8023	35	24	method	method	NOUN
ajst-8023	35	25	for	for	ADP
ajst-8023	35	26	the	the	DET
ajst-8023	35	27	comprehensive	comprehensive	ADJ
ajst-8023	35	28	similarity	similarity	NOUN
ajst-8023	35	29	of	of	ADP
ajst-8023	35	30	the	the	DET
ajst-8023	35	31	cloud	cloud	NOUN
ajst-8023	35	32	model	model	NOUN
ajst-8023	35	33	[	[	X
ajst-8023	35	34	17	17	NUM
ajst-8023	35	35	]	]	PUNCT
ajst-8023	35	36	.	.	PUNCT
ajst-8023	36	1	yang	yang	PROPN
ajst-8023	36	2	ping	ping	PROPN
ajst-8023	36	3	addressed	address	VERB
ajst-8023	36	4	the	the	DET
ajst-8023	36	5	issue	issue	NOUN
ajst-8023	36	6	of	of	ADP
ajst-8023	36	7	solving	solve	VERB
ajst-8023	36	8	group	group	NOUN
ajst-8023	36	9	decision	decision	NOUN
ajst-8023	36	10	-	-	PUNCT
ajst-8023	36	11	making	making	NOUN
ajst-8023	36	12	and	and	CCONJ
ajst-8023	36	13	established	establish	VERB
ajst-8023	36	14	a	a	DET
ajst-8023	36	15	cloud	cloud	ADJ
ajst-8023	36	16	model	model	NOUN
ajst-8023	36	17	-	-	PUNCT
ajst-8023	36	18	based	base	VERB
ajst-8023	36	19	multi	multi	ADJ
ajst-8023	36	20	-	-	ADJ
ajst-8023	36	21	attribute	attribute	NOUN
ajst-8023	36	22	group	group	NOUN
ajst-8023	36	23	decision	decision	NOUN
ajst-8023	36	24	-	-	PUNCT
ajst-8023	36	25	making	making	NOUN
ajst-8023	36	26	method	method	NOUN
ajst-8023	36	27	.	.	PUNCT
ajst-8023	37	1	by	by	ADP
ajst-8023	37	2	utilizing	utilize	VERB
ajst-8023	37	3	a	a	DET
ajst-8023	37	4	positive	positive	ADJ
ajst-8023	37	5	cloud	cloud	NOUN
ajst-8023	37	6	model	model	NOUN
ajst-8023	37	7	to	to	PART
ajst-8023	37	8	represent	represent	VERB
ajst-8023	37	9	decision	decision	NOUN
ajst-8023	37	10	-	-	PUNCT
ajst-8023	37	11	making	make	VERB
ajst-8023	37	12	information	information	NOUN
ajst-8023	37	13	and	and	CCONJ
ajst-8023	37	14	extracting	extract	VERB
ajst-8023	37	15	decision	decision	NOUN
ajst-8023	37	16	-	-	PUNCT
ajst-8023	37	17	makers	maker	NOUN
ajst-8023	37	18	based	base	VERB
ajst-8023	37	19	on	on	ADP
ajst-8023	37	20	comprehensive	comprehensive	ADJ
ajst-8023	37	21	acquaintance	acquaintance	NOUN
ajst-8023	37	22	calculations	calculation	NOUN
ajst-8023	37	23	,	,	PUNCT
ajst-8023	37	24	unknown	unknown	ADJ
ajst-8023	37	25	connections	connection	NOUN
ajst-8023	37	26	between	between	ADP
ajst-8023	37	27	existing	exist	VERB
ajst-8023	37	28	decision	decision	NOUN
ajst-8023	37	29	-	-	PUNCT
ajst-8023	37	30	makers	maker	NOUN
ajst-8023	37	31	are	be	AUX
ajst-8023	37	32	revealed	reveal	VERB
ajst-8023	37	33	[	[	X
ajst-8023	37	34	18	18	NUM
ajst-8023	37	35	]	]	PUNCT
ajst-8023	37	36	.	.	PUNCT
ajst-8023	38	1	zhang	zhang	PROPN
ajst-8023	38	2	huaitian	huaitian	PROPN
ajst-8023	38	3	introduced	introduce	VERB
ajst-8023	38	4	cloud	cloud	NOUN
ajst-8023	38	5	models	model	NOUN
ajst-8023	38	6	in	in	ADP
ajst-8023	38	7	traffic	traffic	NOUN
ajst-8023	38	8	flow	flow	NOUN
ajst-8023	38	9	data	datum	NOUN
ajst-8023	38	10	mining	mining	NOUN
ajst-8023	38	11	and	and	CCONJ
ajst-8023	38	12	extracted	extract	VERB
ajst-8023	38	13	traffic	traffic	NOUN
ajst-8023	38	14	data	datum	NOUN
ajst-8023	38	15	based	base	VERB
ajst-8023	38	16	on	on	ADP
ajst-8023	38	17	concepts	concept	NOUN
ajst-8023	38	18	,	,	PUNCT
ajst-8023	38	19	discovering	discover	VERB
ajst-8023	38	20	that	that	SCONJ
ajst-8023	38	21	the	the	DET
ajst-8023	38	22	corresponding	corresponding	ADJ
ajst-8023	38	23	conceptual	conceptual	ADJ
ajst-8023	38	24	division	division	NOUN
ajst-8023	38	25	algorithm	algorithm	NOUN
ajst-8023	38	26	should	should	AUX
ajst-8023	38	27	be	be	AUX
ajst-8023	38	28	applied	apply	VERB
ajst-8023	38	29	according	accord	VERB
ajst-8023	38	30	to	to	ADP
ajst-8023	38	31	the	the	DET
ajst-8023	38	32	granularity	granularity	NOUN
ajst-8023	38	33	of	of	ADP
ajst-8023	38	34	different	different	ADJ
ajst-8023	38	35	data	datum	NOUN
ajst-8023	38	36	and	and	CCONJ
ajst-8023	38	37	concepts	concept	NOUN
ajst-8023	38	38	[	[	X
ajst-8023	38	39	19	19	NUM
ajst-8023	38	40	]	]	PUNCT
ajst-8023	38	41	.	.	PUNCT
ajst-8023	39	1	x.h.l	x.h.l	PROPN
ajst-8023	39	2	proposed	propose	VERB
ajst-8023	39	3	interval	interval	NOUN
ajst-8023	39	4	cloud	cloud	NOUN
ajst-8023	39	5	models	model	NOUN
ajst-8023	39	6	,	,	PUNCT
ajst-8023	39	7	as	as	ADV
ajst-8023	39	8	well	well	ADV
ajst-8023	39	9	as	as	ADP
ajst-8023	39	10	forward	forward	ADV
ajst-8023	39	11	and	and	CCONJ
ajst-8023	39	12	reverse	reverse	ADJ
ajst-8023	39	13	generators	generator	NOUN
ajst-8023	39	14	based	base	VERB
ajst-8023	39	15	on	on	ADP
ajst-8023	39	16	the	the	DET
ajst-8023	39	17	affiliated	affiliated	ADJ
ajst-8023	39	18	cloud	cloud	NOUN
ajst-8023	39	19	,	,	PUNCT
ajst-8023	39	20	representing	represent	VERB
ajst-8023	39	21	a	a	DET
ajst-8023	39	22	cloud	cloud	NOUN
ajst-8023	39	23	with	with	ADP
ajst-8023	39	24	six	six	NUM
ajst-8023	39	25	numerical	numerical	ADJ
ajst-8023	39	26	features	feature	NOUN
ajst-8023	39	27	[	[	X
ajst-8023	39	28	20	20	NUM
ajst-8023	39	29	]	]	PUNCT
ajst-8023	39	30	.	.	PUNCT
ajst-8023	40	1	qin	qin	PROPN
ajst-8023	40	2	kun	kun	PROPN
ajst-8023	40	3	simplified	simplify	VERB
ajst-8023	40	4	the	the	DET
ajst-8023	40	5	method	method	NOUN
ajst-8023	40	6	of	of	ADP
ajst-8023	40	7	impacting	impact	VERB
ajst-8023	40	8	the	the	DET
ajst-8023	40	9	concept	concept	NOUN
ajst-8023	40	10	of	of	ADP
ajst-8023	40	11	clouds	cloud	NOUN
ajst-8023	40	12	between	between	ADP
ajst-8023	40	13	similar	similar	ADJ
ajst-8023	40	14	clouds	cloud	NOUN
ajst-8023	40	15	to	to	ADP
ajst-8023	40	16	the	the	DET
ajst-8023	40	17	cloud	cloud	NOUN
ajst-8023	40	18	[	[	X
ajst-8023	40	19	21	21	NUM
ajst-8023	40	20	]	]	PUNCT
ajst-8023	40	21	.	.	PUNCT
ajst-8023	41	1	some	some	DET
ajst-8023	41	2	scholars	scholar	NOUN
ajst-8023	41	3	have	have	AUX
ajst-8023	41	4	applied	apply	VERB
ajst-8023	41	5	cloud	cloud	ADJ
ajst-8023	41	6	model	model	NOUN
ajst-8023	41	7	algorithms	algorithm	NOUN
ajst-8023	41	8	and	and	CCONJ
ajst-8023	41	9	reverse	reverse	VERB
ajst-8023	41	10	normal	normal	ADJ
ajst-8023	41	11	cloud	cloud	NOUN
ajst-8023	41	12	algorithms	algorithm	NOUN
ajst-8023	41	13	to	to	ADP
ajst-8023	41	14	passenger	passenger	NOUN
ajst-8023	41	15	flow	flow	NOUN
ajst-8023	41	16	prediction	prediction	NOUN
ajst-8023	41	17	.	.	PUNCT
ajst-8023	42	1	by	by	ADP
ajst-8023	42	2	using	use	VERB
ajst-8023	42	3	peak	peak	NOUN
ajst-8023	42	4	cloud	cloud	ADJ
ajst-8023	42	5	transformation	transformation	NOUN
ajst-8023	42	6	algorithms	algorithm	NOUN
ajst-8023	42	7	to	to	PART
ajst-8023	42	8	establish	establish	VERB
ajst-8023	42	9	a	a	DET
ajst-8023	42	10	cloud	cloud	ADJ
ajst-8023	42	11	and	and	CCONJ
ajst-8023	42	12	passenger	passenger	NOUN
ajst-8023	42	13	flow	flow	NOUN
ajst-8023	42	14	cloud	cloud	NOUN
ajst-8023	42	15	,	,	PUNCT
ajst-8023	42	16	they	they	PRON
ajst-8023	42	17	have	have	AUX
ajst-8023	42	18	been	be	AUX
ajst-8023	42	19	able	able	ADJ
ajst-8023	42	20	to	to	PART
ajst-8023	42	21	describe	describe	VERB
ajst-8023	42	22	the	the	DET
ajst-8023	42	23	overall	overall	ADJ
ajst-8023	42	24	historical	historical	ADJ
ajst-8023	42	25	changes	change	NOUN
ajst-8023	42	26	in	in	ADP
ajst-8023	42	27	urban	urban	ADJ
ajst-8023	42	28	rail	rail	NOUN
ajst-8023	42	29	transit	transit	NOUN
ajst-8023	42	30	flow	flow	NOUN
ajst-8023	42	31	and	and	CCONJ
ajst-8023	42	32	the	the	DET
ajst-8023	42	33	likelihood	likelihood	NOUN
ajst-8023	42	34	of	of	ADP
ajst-8023	42	35	future	future	ADJ
ajst-8023	42	36	passenger	passenger	NOUN
ajst-8023	42	37	flow	flow	NOUN
ajst-8023	42	38	changes	change	NOUN
ajst-8023	42	39	[	[	X
ajst-8023	42	40	2224	2224	NUM
ajst-8023	42	41	]	]	PUNCT
ajst-8023	42	42	.	.	PUNCT
ajst-8023	43	1	2.3	2.3	NUM
ajst-8023	43	2	.	.	PUNCT
ajst-8023	43	3	short	short	ADJ
ajst-8023	43	4	-	-	PUNCT
ajst-8023	43	5	term	term	NOUN
ajst-8023	43	6	passenger	passenger	NOUN
ajst-8023	43	7	flow	flow	NOUN
ajst-8023	43	8	prediction	prediction	NOUN
ajst-8023	43	9	research	research	NOUN
ajst-8023	43	10	in	in	ADP
ajst-8023	43	11	response	response	NOUN
ajst-8023	43	12	to	to	ADP
ajst-8023	43	13	short	short	ADJ
ajst-8023	43	14	-	-	PUNCT
ajst-8023	43	15	term	term	NOUN
ajst-8023	43	16	passenger	passenger	NOUN
ajst-8023	43	17	flow	flow	NOUN
ajst-8023	43	18	prediction	prediction	NOUN
ajst-8023	43	19	,	,	PUNCT
ajst-8023	43	20	scholars	scholar	NOUN
ajst-8023	43	21	worldwide	worldwide	ADV
ajst-8023	43	22	have	have	AUX
ajst-8023	43	23	conducted	conduct	VERB
ajst-8023	43	24	extensive	extensive	ADJ
ajst-8023	43	25	research	research	NOUN
ajst-8023	43	26	and	and	CCONJ
ajst-8023	43	27	achieved	achieve	VERB
ajst-8023	43	28	significant	significant	ADJ
ajst-8023	43	29	results	result	NOUN
ajst-8023	43	30	.	.	PUNCT
ajst-8023	44	1	the	the	DET
ajst-8023	44	2	prediction	prediction	NOUN
ajst-8023	44	3	methods	method	NOUN
ajst-8023	44	4	based	base	VERB
ajst-8023	44	5	on	on	ADP
ajst-8023	44	6	statistical	statistical	ADJ
ajst-8023	44	7	theory	theory	NOUN
ajst-8023	44	8	include	include	VERB
ajst-8023	44	9	time	time	NOUN
ajst-8023	44	10	series	series	PROPN
ajst-8023	44	11	prediction	prediction	NOUN
ajst-8023	44	12	models	model	NOUN
ajst-8023	44	13	,	,	PUNCT
ajst-8023	44	14	kalman	kalman	NOUN
ajst-8023	44	15	filter	filter	NOUN
ajst-8023	44	16	models	model	NOUN
ajst-8023	44	17	,	,	PUNCT
ajst-8023	44	18	multiple	multiple	ADJ
ajst-8023	44	19	regression	regression	NOUN
ajst-8023	44	20	models	model	NOUN
ajst-8023	44	21	,	,	PUNCT
ajst-8023	44	22	and	and	CCONJ
ajst-8023	44	23	the	the	DET
ajst-8023	44	24	knearest	knearest	NOUN
ajst-8023	44	25	neighbor	neighbor	NOUN
ajst-8023	44	26	algorithm	algorithm	NOUN
ajst-8023	44	27	(	(	PUNCT
ajst-8023	44	28	k	k	NOUN
ajst-8023	44	29	-	-	PUNCT
ajst-8023	44	30	nn	nn	NOUN
ajst-8023	44	31	)	)	PUNCT
ajst-8023	44	32	;	;	PUNCT
ajst-8023	44	33	methods	method	NOUN
ajst-8023	44	34	based	base	VERB
ajst-8023	44	35	on	on	ADP
ajst-8023	44	36	artificial	artificial	ADJ
ajst-8023	44	37	intelligence	intelligence	NOUN
ajst-8023	44	38	,	,	PUNCT
ajst-8023	44	39	such	such	ADJ
ajst-8023	44	40	as	as	ADP
ajst-8023	44	41	neural	neural	ADJ
ajst-8023	44	42	networks	network	NOUN
ajst-8023	44	43	,	,	PUNCT
ajst-8023	44	44	deep	deep	ADJ
ajst-8023	44	45	learning	learning	NOUN
ajst-8023	44	46	,	,	PUNCT
ajst-8023	44	47	and	and	CCONJ
ajst-8023	44	48	long	long	ADJ
ajst-8023	44	49	short	short	ADJ
ajst-8023	44	50	-	-	PUNCT
ajst-8023	44	51	term	term	NOUN
ajst-8023	44	52	memory	memory	NOUN
ajst-8023	44	53	networks	network	NOUN
ajst-8023	44	54	(	(	PUNCT
ajst-8023	44	55	lstm	lstm	PROPN
ajst-8023	44	56	)	)	PUNCT
ajst-8023	44	57	;	;	PUNCT
ajst-8023	44	58	wavelet	wavelet	NOUN
ajst-8023	44	59	analysis	analysis	NOUN
ajst-8023	44	60	based	base	VERB
ajst-8023	44	61	on	on	ADP
ajst-8023	44	62	non	non	ADJ
ajst-8023	44	63	-	-	ADJ
ajst-8023	44	64	linear	linear	ADJ
ajst-8023	44	65	theory	theory	NOUN
ajst-8023	44	66	;	;	PUNCT
ajst-8023	44	67	dynamic	dynamic	ADJ
ajst-8023	44	68	transportation	transportation	NOUN
ajst-8023	44	69	prediction	prediction	NOUN
ajst-8023	44	70	methods	method	NOUN
ajst-8023	44	71	;	;	PUNCT
ajst-8023	44	72	and	and	CCONJ
ajst-8023	44	73	various	various	ADJ
ajst-8023	44	74	combined	combined	ADJ
ajst-8023	44	75	models	model	NOUN
ajst-8023	44	76	formed	form	VERB
ajst-8023	44	77	by	by	ADP
ajst-8023	44	78	integrating	integrate	VERB
ajst-8023	44	79	multiple	multiple	ADJ
ajst-8023	44	80	prediction	prediction	NOUN
ajst-8023	44	81	methods	method	NOUN
ajst-8023	44	82	.	.	PUNCT
ajst-8023	45	1	the	the	DET
ajst-8023	45	2	arima	arima	PROPN
ajst-8023	45	3	model	model	NOUN
ajst-8023	45	4	can	can	AUX
ajst-8023	45	5	capture	capture	VERB
ajst-8023	45	6	the	the	DET
ajst-8023	45	7	long	long	ADJ
ajst-8023	45	8	-	-	PUNCT
ajst-8023	45	9	term	term	NOUN
ajst-8023	45	10	features	feature	NOUN
ajst-8023	45	11	of	of	ADP
ajst-8023	45	12	od	od	PROPN
ajst-8023	45	13	passenger	passenger	NOUN
ajst-8023	45	14	flow	flow	NOUN
ajst-8023	45	15	distribution	distribution	NOUN
ajst-8023	45	16	,	,	PUNCT
ajst-8023	45	17	making	make	VERB
ajst-8023	45	18	it	it	PRON
ajst-8023	45	19	less	less	ADV
ajst-8023	45	20	affected	affect	VERB
ajst-8023	45	21	by	by	ADP
ajst-8023	45	22	short	short	ADJ
ajst-8023	45	23	-	-	PUNCT
ajst-8023	45	24	term	term	NOUN
ajst-8023	45	25	fluctuations	fluctuation	NOUN
ajst-8023	45	26	.	.	PUNCT
ajst-8023	46	1	however	however	ADV
ajst-8023	46	2	,	,	PUNCT
ajst-8023	46	3	its	its	PRON
ajst-8023	46	4	drawback	drawback	NOUN
ajst-8023	46	5	is	be	AUX
ajst-8023	46	6	that	that	SCONJ
ajst-8023	46	7	it	it	PRON
ajst-8023	46	8	is	be	AUX
ajst-8023	46	9	not	not	PART
ajst-8023	46	10	well	well	ADV
ajst-8023	46	11	-	-	PUNCT
ajst-8023	46	12	suited	suit	VERB
ajst-8023	46	13	for	for	ADP
ajst-8023	46	14	changes	change	NOUN
ajst-8023	46	15	in	in	ADP
ajst-8023	46	16	od	od	PROPN
ajst-8023	46	17	passenger	passenger	NOUN
ajst-8023	46	18	flow	flow	NOUN
ajst-8023	46	19	.	.	PUNCT
ajst-8023	47	1	with	with	ADP
ajst-8023	47	2	scholars	scholar	NOUN
ajst-8023	47	3	continuously	continuously	ADV
ajst-8023	47	4	researching	research	VERB
ajst-8023	47	5	time	time	NOUN
ajst-8023	47	6	series	series	NOUN
ajst-8023	47	7	models	model	NOUN
ajst-8023	47	8	,	,	PUNCT
ajst-8023	47	9	many	many	ADJ
ajst-8023	47	10	improved	improved	ADJ
ajst-8023	47	11	models	model	NOUN
ajst-8023	47	12	have	have	AUX
ajst-8023	47	13	been	be	AUX
ajst-8023	47	14	proposed	propose	VERB
ajst-8023	47	15	,	,	PUNCT
ajst-8023	47	16	such	such	ADJ
ajst-8023	47	17	as	as	ADP
ajst-8023	47	18	the	the	DET
ajst-8023	47	19	subset	subset	NOUN
ajst-8023	47	20	arma	arma	NOUN
ajst-8023	47	21	[	[	X
ajst-8023	47	22	25	25	NUM
ajst-8023	47	23	]	]	PUNCT
ajst-8023	47	24	model	model	NOUN
ajst-8023	47	25	for	for	ADP
ajst-8023	47	26	short	short	ADJ
ajst-8023	47	27	-	-	PUNCT
ajst-8023	47	28	term	term	NOUN
ajst-8023	47	29	traffic	traffic	NOUN
ajst-8023	47	30	forecasts	forecast	NOUN
ajst-8023	47	31	and	and	CCONJ
ajst-8023	47	32	the	the	DET
ajst-8023	47	33	kohonenarima	kohonenarima	PROPN
ajst-8023	47	34	[	[	X
ajst-8023	47	35	26	26	NUM
ajst-8023	47	36	]	]	PUNCT
ajst-8023	47	37	model	model	NOUN
ajst-8023	47	38	.	.	PUNCT
ajst-8023	48	1	yang	yang	PROPN
ajst-8023	48	2	jing	jing	PROPN
ajst-8023	48	3	combined	combine	VERB
ajst-8023	48	4	the	the	DET
ajst-8023	48	5	arma	arma	PROPN
ajst-8023	48	6	model	model	NOUN
ajst-8023	48	7	with	with	ADP
ajst-8023	48	8	wavelet	wavelet	NOUN
ajst-8023	48	9	analysis	analysis	NOUN
ajst-8023	48	10	,	,	PUNCT
ajst-8023	48	11	resulting	result	VERB
ajst-8023	48	12	in	in	ADP
ajst-8023	48	13	a	a	DET
ajst-8023	48	14	hybrid	hybrid	ADJ
ajst-8023	48	15	model	model	NOUN
ajst-8023	48	16	that	that	PRON
ajst-8023	48	17	outperforms	outperform	VERB
ajst-8023	48	18	a	a	DET
ajst-8023	48	19	standalone	standalone	ADJ
ajst-8023	48	20	arma	arma	NOUN
ajst-8023	48	21	model	model	NOUN
ajst-8023	48	22	and	and	CCONJ
ajst-8023	48	23	boasts	boast	VERB
ajst-8023	48	24	faster	fast	ADJ
ajst-8023	48	25	calculation	calculation	NOUN
ajst-8023	48	26	speeds	speed	NOUN
ajst-8023	48	27	for	for	ADP
ajst-8023	48	28	short	short	ADJ
ajst-8023	48	29	-	-	PUNCT
ajst-8023	48	30	term	term	NOUN
ajst-8023	48	31	passenger	passenger	NOUN
ajst-8023	48	32	flow	flow	NOUN
ajst-8023	48	33	prediction	prediction	NOUN
ajst-8023	48	34	[	[	X
ajst-8023	48	35	27	27	NUM
ajst-8023	48	36	]	]	PUNCT
ajst-8023	48	37	.	.	PUNCT
ajst-8023	49	1	based	base	VERB
ajst-8023	49	2	on	on	ADP
ajst-8023	49	3	the	the	DET
ajst-8023	49	4	kalman	kalman	PROPN
ajst-8023	49	5	filter	filter	NOUN
ajst-8023	49	6	model	model	NOUN
ajst-8023	49	7	grounded	ground	VERB
ajst-8023	49	8	in	in	ADP
ajst-8023	49	9	linear	linear	ADJ
ajst-8023	49	10	filter	filter	NOUN
ajst-8023	49	11	theory	theory	NOUN
ajst-8023	49	12	,	,	PUNCT
ajst-8023	49	13	zhang	zhang	PROPN
ajst-8023	49	14	zhiyong	zhiyong	PROPN
ajst-8023	49	15	and	and	CCONJ
ajst-8023	49	16	colleagues	colleague	NOUN
ajst-8023	49	17	improved	improve	VERB
ajst-8023	49	18	the	the	DET
ajst-8023	49	19	kalman	kalman	NOUN
ajst-8023	49	20	filter	filter	NOUN
ajst-8023	49	21	to	to	PART
ajst-8023	49	22	achieve	achieve	VERB
ajst-8023	49	23	short	short	ADJ
ajst-8023	49	24	-	-	PUNCT
ajst-8023	49	25	term	term	NOUN
ajst-8023	49	26	passenger	passenger	NOUN
ajst-8023	49	27	flow	flow	NOUN
ajst-8023	49	28	prediction	prediction	NOUN
ajst-8023	49	29	while	while	SCONJ
ajst-8023	49	30	enhancing	enhance	VERB
ajst-8023	49	31	the	the	DET
ajst-8023	49	32	real	real	ADJ
ajst-8023	49	33	-	-	PUNCT
ajst-8023	49	34	time	time	NOUN
ajst-8023	49	35	nature	nature	NOUN
ajst-8023	49	36	of	of	ADP
ajst-8023	49	37	the	the	DET
ajst-8023	49	38	prediction	prediction	NOUN
ajst-8023	49	39	information	information	NOUN
ajst-8023	49	40	[	[	X
ajst-8023	49	41	28	28	NUM
ajst-8023	49	42	]	]	PUNCT
ajst-8023	49	43	.	.	PUNCT
ajst-8023	50	1	xu	xu	PROPN
ajst-8023	50	2	xinyue	xinyue	PROPN
ajst-8023	50	3	,	,	PUNCT
ajst-8023	50	4	liu	liu	PROPN
ajst-8023	50	5	liqiang	liqiang	PROPN
ajst-8023	50	6	,	,	PUNCT
ajst-8023	50	7	and	and	CCONJ
ajst-8023	50	8	others	other	NOUN
ajst-8023	50	9	analyzed	analyze	VERB
ajst-8023	50	10	the	the	DET
ajst-8023	50	11	spatial	spatial	ADJ
ajst-8023	50	12	relationship	relationship	NOUN
ajst-8023	50	13	of	of	ADP
ajst-8023	50	14	short	short	ADJ
ajst-8023	50	15	-	-	PUNCT
ajst-8023	50	16	term	term	NOUN
ajst-8023	50	17	passenger	passenger	NOUN
ajst-8023	50	18	flow	flow	NOUN
ajst-8023	50	19	in	in	ADP
ajst-8023	50	20	urban	urban	ADJ
ajst-8023	50	21	rail	rail	NOUN
ajst-8023	50	22	transit	transit	NOUN
ajst-8023	50	23	networks	network	NOUN
ajst-8023	50	24	,	,	PUNCT
ajst-8023	50	25	using	use	VERB
ajst-8023	50	26	convolutional	convolutional	ADJ
ajst-8023	50	27	calculations	calculation	NOUN
ajst-8023	50	28	on	on	ADP
ajst-8023	50	29	images	image	NOUN
ajst-8023	50	30	to	to	PART
ajst-8023	50	31	uncover	uncover	VERB
ajst-8023	50	32	the	the	DET
ajst-8023	50	33	cross	cross	NOUN
ajst-8023	50	34	-	-	NOUN
ajst-8023	50	35	relationships	relationship	NOUN
ajst-8023	50	36	of	of	ADP
ajst-8023	50	37	passenger	passenger	NOUN
ajst-8023	50	38	flow	flow	NOUN
ajst-8023	50	39	among	among	ADP
ajst-8023	50	40	different	different	ADJ
ajst-8023	50	41	stations	station	NOUN
ajst-8023	50	42	and	and	CCONJ
ajst-8023	50	43	their	their	PRON
ajst-8023	50	44	spatio	spatio	ADJ
ajst-8023	50	45	-	-	PUNCT
ajst-8023	50	46	temporal	temporal	ADJ
ajst-8023	50	47	correlation	correlation	NOUN
ajst-8023	50	48	[	[	X
ajst-8023	50	49	29	29	NUM
ajst-8023	50	50	]	]	PUNCT
ajst-8023	50	51	.	.	PUNCT
ajst-8023	51	1	taking	take	VERB
ajst-8023	51	2	into	into	ADP
ajst-8023	51	3	account	account	NOUN
ajst-8023	51	4	the	the	DET
ajst-8023	51	5	characteristics	characteristic	NOUN
ajst-8023	51	6	of	of	ADP
ajst-8023	51	7	short	short	ADJ
ajst-8023	51	8	-	-	PUNCT
ajst-8023	51	9	term	term	NOUN
ajst-8023	51	10	subway	subway	NOUN
ajst-8023	51	11	passenger	passenger	NOUN
ajst-8023	51	12	flow	flow	NOUN
ajst-8023	51	13	,	,	PUNCT
ajst-8023	51	14	zhang	zhang	PROPN
ajst-8023	51	15	weilin	weilin	PROPN
ajst-8023	51	16	adopted	adopt	VERB
ajst-8023	51	17	a	a	DET
ajst-8023	51	18	deep	deep	ADJ
ajst-8023	51	19	learning	learning	NOUN
ajst-8023	51	20	-	-	PUNCT
ajst-8023	51	21	based	base	VERB
ajst-8023	51	22	forecasting	forecasting	NOUN
ajst-8023	51	23	model	model	NOUN
ajst-8023	51	24	and	and	CCONJ
ajst-8023	51	25	established	establish	VERB
ajst-8023	51	26	a	a	DET
ajst-8023	51	27	short	short	ADJ
ajst-8023	51	28	-	-	PUNCT
ajst-8023	51	29	term	term	NOUN
ajst-8023	51	30	passenger	passenger	NOUN
ajst-8023	51	31	flow	flow	NOUN
ajst-8023	51	32	prediction	prediction	NOUN
ajst-8023	51	33	model	model	NOUN
ajst-8023	51	34	using	use	VERB
ajst-8023	51	35	recurrent	recurrent	ADJ
ajst-8023	51	36	neural	neural	ADJ
ajst-8023	51	37	networks	network	NOUN
ajst-8023	51	38	and	and	CCONJ
ajst-8023	51	39	long	long	ADJ
ajst-8023	51	40	short	short	ADJ
ajst-8023	51	41	-	-	PUNCT
ajst-8023	51	42	term	term	NOUN
ajst-8023	51	43	memory	memory	NOUN
ajst-8023	51	44	networks	network	NOUN
ajst-8023	51	45	[	[	X
ajst-8023	51	46	30	30	NUM
ajst-8023	51	47	]	]	PUNCT
ajst-8023	51	48	.	.	PUNCT
ajst-8023	52	1	qin	qin	PROPN
ajst-8023	52	2	yifei	yifei	PROPN
ajst-8023	52	3	addressed	address	VERB
ajst-8023	52	4	the	the	DET
ajst-8023	52	5	limitations	limitation	NOUN
ajst-8023	52	6	of	of	ADP
ajst-8023	52	7	lstm	lstm	NOUN
ajst-8023	52	8	,	,	PUNCT
ajst-8023	52	9	such	such	ADJ
ajst-8023	52	10	as	as	ADP
ajst-8023	52	11	the	the	DET
ajst-8023	52	12	number	number	NOUN
ajst-8023	52	13	of	of	ADP
ajst-8023	52	14	neurons	neuron	NOUN
ajst-8023	52	15	,	,	PUNCT
ajst-8023	52	16	learning	learn	VERB
ajst-8023	52	17	efficiency	efficiency	NOUN
ajst-8023	52	18	,	,	PUNCT
ajst-8023	52	19	and	and	CCONJ
ajst-8023	52	20	iterative	iterative	NOUN
ajst-8023	52	21	complexity	complexity	NOUN
ajst-8023	52	22	,	,	PUNCT
ajst-8023	52	23	by	by	ADP
ajst-8023	52	24	improving	improve	VERB
ajst-8023	52	25	the	the	DET
ajst-8023	52	26	model	model	NOUN
ajst-8023	52	27	through	through	ADP
ajst-8023	52	28	the	the	DET
ajst-8023	52	29	particle	particle	NOUN
ajst-8023	52	30	swarm	swarm	NOUN
ajst-8023	52	31	optimization	optimization	NOUN
ajst-8023	52	32	(	(	PUNCT
ajst-8023	52	33	pso	pso	NOUN
ajst-8023	52	34	)	)	PUNCT
ajst-8023	52	35	algorithm	algorithm	NOUN
ajst-8023	52	36	and	and	CCONJ
ajst-8023	52	37	subsequently	subsequently	ADV
ajst-8023	52	38	constructing	construct	VERB
ajst-8023	52	39	the	the	DET
ajst-8023	52	40	pso	pso	NOUN
ajst-8023	52	41	-	-	PUNCT
ajst-8023	52	42	lstm	lstm	PROPN
ajst-8023	52	43	model	model	NOUN
ajst-8023	52	44	to	to	PART
ajst-8023	52	45	enhance	enhance	VERB
ajst-8023	52	46	prediction	prediction	NOUN
ajst-8023	52	47	accuracy	accuracy	NOUN
ajst-8023	52	48	[	[	X
ajst-8023	52	49	31	31	NUM
ajst-8023	52	50	]	]	PUNCT
ajst-8023	52	51	.	.	PUNCT
ajst-8023	53	1	3	3	X
ajst-8023	53	2	.	.	X
ajst-8023	53	3	conclusion	conclusion	NOUN
ajst-8023	53	4	based	base	VERB
ajst-8023	53	5	on	on	ADP
ajst-8023	53	6	the	the	DET
ajst-8023	53	7	above	above	ADV
ajst-8023	53	8	-	-	PUNCT
ajst-8023	53	9	mentioned	mention	VERB
ajst-8023	53	10	research	research	NOUN
ajst-8023	53	11	and	and	CCONJ
ajst-8023	53	12	analysis	analysis	NOUN
ajst-8023	53	13	of	of	ADP
ajst-8023	53	14	three	three	NUM
ajst-8023	53	15	aspects	aspect	NOUN
ajst-8023	53	16	—	—	PUNCT
ajst-8023	53	17	the	the	DET
ajst-8023	53	18	impact	impact	NOUN
ajst-8023	53	19	of	of	ADP
ajst-8023	53	20	different	different	ADJ
ajst-8023	53	21	weather	weather	NOUN
ajst-8023	53	22	conditions	condition	NOUN
ajst-8023	53	23	on	on	ADP
ajst-8023	53	24	urban	urban	ADJ
ajst-8023	53	25	public	public	ADJ
ajst-8023	53	26	transportation	transportation	NOUN
ajst-8023	53	27	passenger	passenger	NOUN
ajst-8023	53	28	flow	flow	NOUN
ajst-8023	53	29	,	,	PUNCT
ajst-8023	53	30	cloud	cloud	NOUN
ajst-8023	53	31	models	model	NOUN
ajst-8023	53	32	,	,	PUNCT
ajst-8023	53	33	and	and	CCONJ
ajst-8023	53	34	short	short	ADJ
ajst-8023	53	35	-	-	PUNCT
ajst-8023	53	36	term	term	NOUN
ajst-8023	53	37	passenger	passenger	NOUN
ajst-8023	53	38	flow	flow	NOUN
ajst-8023	53	39	forecasting	forecasting	NOUN
ajst-8023	53	40	—	—	PUNCT
ajst-8023	53	41	the	the	DET
ajst-8023	53	42	summary	summary	NOUN
ajst-8023	53	43	is	be	AUX
ajst-8023	53	44	as	as	SCONJ
ajst-8023	53	45	follows	follow	VERB
ajst-8023	53	46	:	:	PUNCT
ajst-8023	53	47	(	(	PUNCT
ajst-8023	53	48	1	1	X
ajst-8023	53	49	)	)	PUNCT
ajst-8023	53	50	among	among	ADP
ajst-8023	53	51	the	the	DET
ajst-8023	53	52	external	external	ADJ
ajst-8023	53	53	factors	factor	NOUN
ajst-8023	53	54	affecting	affect	VERB
ajst-8023	53	55	urban	urban	ADJ
ajst-8023	53	56	public	public	ADJ
ajst-8023	53	57	transportation	transportation	NOUN
ajst-8023	53	58	passenger	passenger	NOUN
ajst-8023	53	59	flow	flow	NOUN
ajst-8023	53	60	,	,	PUNCT
ajst-8023	53	61	weather	weather	NOUN
ajst-8023	53	62	factors	factor	NOUN
ajst-8023	53	63	are	be	AUX
ajst-8023	53	64	increasingly	increasingly	ADV
ajst-8023	53	65	valued	value	VERB
ajst-8023	53	66	.	.	PUNCT
ajst-8023	54	1	domestic	domestic	ADJ
ajst-8023	54	2	research	research	NOUN
ajst-8023	54	3	on	on	ADP
ajst-8023	54	4	the	the	DET
ajst-8023	54	5	impact	impact	NOUN
ajst-8023	54	6	of	of	ADP
ajst-8023	54	7	rainfall	rainfall	NOUN
ajst-8023	54	8	on	on	ADP
ajst-8023	54	9	urban	urban	ADJ
ajst-8023	54	10	rail	rail	NOUN
ajst-8023	54	11	transit	transit	NOUN
ajst-8023	54	12	passenger	passenger	NOUN
ajst-8023	54	13	flow	flow	NOUN
ajst-8023	54	14	is	be	AUX
ajst-8023	54	15	limited	limited	ADJ
ajst-8023	54	16	.	.	PUNCT
ajst-8023	55	1	additionally	additionally	ADV
ajst-8023	55	2	,	,	PUNCT
ajst-8023	55	3	short	short	ADJ
ajst-8023	55	4	-	-	PUNCT
ajst-8023	55	5	term	term	NOUN
ajst-8023	55	6	passenger	passenger	NOUN
ajst-8023	55	7	flow	flow	NOUN
ajst-8023	55	8	forecasting	forecasting	NOUN
ajst-8023	55	9	often	often	ADV
ajst-8023	55	10	does	do	AUX
ajst-8023	55	11	not	not	PART
ajst-8023	55	12	fully	fully	ADV
ajst-8023	55	13	consider	consider	VERB
ajst-8023	55	14	rainfall	rainfall	NOUN
ajst-8023	55	15	factors	factor	NOUN
ajst-8023	55	16	.	.	PUNCT
ajst-8023	56	1	most	most	ADJ
ajst-8023	56	2	studies	study	NOUN
ajst-8023	56	3	focus	focus	VERB
ajst-8023	56	4	on	on	ADP
ajst-8023	56	5	the	the	DET
ajst-8023	56	6	influence	influence	NOUN
ajst-8023	56	7	of	of	ADP
ajst-8023	56	8	rainfall	rainfall	NOUN
ajst-8023	56	9	factors	factor	NOUN
ajst-8023	56	10	on	on	ADP
ajst-8023	56	11	passenger	passenger	NOUN
ajst-8023	56	12	flow	flow	NOUN
ajst-8023	56	13	at	at	ADP
ajst-8023	56	14	urban	urban	ADJ
ajst-8023	56	15	rail	rail	NOUN
ajst-8023	56	16	transit	transit	NOUN
ajst-8023	56	17	stations	station	NOUN
ajst-8023	56	18	.	.	PUNCT
ajst-8023	57	1	based	base	VERB
ajst-8023	57	2	on	on	ADP
ajst-8023	57	3	the	the	DET
ajst-8023	57	4	research	research	NOUN
ajst-8023	57	5	of	of	ADP
ajst-8023	57	6	scholars	scholar	NOUN
ajst-8023	57	7	examining	examine	VERB
ajst-8023	57	8	the	the	DET
ajst-8023	57	9	effects	effect	NOUN
ajst-8023	57	10	of	of	ADP
ajst-8023	57	11	different	different	ADJ
ajst-8023	57	12	types	type	NOUN
ajst-8023	57	13	of	of	ADP
ajst-8023	57	14	adverse	adverse	ADJ
ajst-8023	57	15	weather	weather	NOUN
ajst-8023	57	16	and	and	CCONJ
ajst-8023	57	17	varying	varying	NOUN
ajst-8023	57	18	times	time	NOUN
ajst-8023	57	19	on	on	ADP
ajst-8023	57	20	rail	rail	NOUN
ajst-8023	57	21	transit	transit	NOUN
ajst-8023	57	22	passenger	passenger	NOUN
ajst-8023	57	23	flow	flow	NOUN
ajst-8023	57	24	,	,	PUNCT
ajst-8023	57	25	future	future	ADJ
ajst-8023	57	26	studies	study	NOUN
ajst-8023	57	27	can	can	AUX
ajst-8023	57	28	explore	explore	VERB
ajst-8023	57	29	the	the	DET
ajst-8023	57	30	impact	impact	NOUN
ajst-8023	57	31	of	of	ADP
ajst-8023	57	32	rainfall	rainfall	NOUN
ajst-8023	57	33	on	on	ADP
ajst-8023	57	34	rail	rail	NOUN
ajst-8023	57	35	traffic	traffic	NOUN
ajst-8023	57	36	passenger	passenger	NOUN
ajst-8023	57	37	flow	flow	NOUN
ajst-8023	57	38	across	across	ADP
ajst-8023	57	39	different	different	ADJ
ajst-8023	57	40	daily	daily	ADJ
ajst-8023	57	41	scenarios	scenario	NOUN
ajst-8023	57	42	.	.	PUNCT
ajst-8023	58	1	(	(	PUNCT
ajst-8023	58	2	2	2	X
ajst-8023	58	3	)	)	PUNCT
ajst-8023	58	4	the	the	DET
ajst-8023	58	5	cloud	cloud	NOUN
ajst-8023	58	6	model	model	NOUN
ajst-8023	58	7	enables	enable	VERB
ajst-8023	58	8	uncertain	uncertain	ADJ
ajst-8023	58	9	conversion	conversion	NOUN
ajst-8023	58	10	between	between	ADP
ajst-8023	58	11	qualitative	qualitative	ADJ
ajst-8023	58	12	concepts	concept	NOUN
ajst-8023	58	13	and	and	CCONJ
ajst-8023	58	14	quantitative	quantitative	ADJ
ajst-8023	58	15	values	value	NOUN
ajst-8023	58	16	.	.	PUNCT
ajst-8023	59	1	since	since	SCONJ
ajst-8023	59	2	the	the	DET
ajst-8023	59	3	introduction	introduction	NOUN
ajst-8023	59	4	of	of	ADP
ajst-8023	59	5	the	the	DET
ajst-8023	59	6	cloud	cloud	NOUN
ajst-8023	59	7	model	model	NOUN
ajst-8023	59	8	,	,	PUNCT
ajst-8023	59	9	it	it	PRON
ajst-8023	59	10	has	have	AUX
ajst-8023	59	11	been	be	AUX
ajst-8023	59	12	continuously	continuously	ADV
ajst-8023	59	13	studied	study	VERB
ajst-8023	59	14	by	by	ADP
ajst-8023	59	15	numerous	numerous	ADJ
ajst-8023	59	16	scholars	scholar	NOUN
ajst-8023	59	17	,	,	PUNCT
ajst-8023	59	18	leading	lead	VERB
ajst-8023	59	19	to	to	ADP
ajst-8023	59	20	its	its	PRON
ajst-8023	59	21	ongoing	ongoing	ADJ
ajst-8023	59	22	development	development	NOUN
ajst-8023	59	23	.	.	PUNCT
ajst-8023	60	1	progressing	progress	VERB
ajst-8023	60	2	from	from	ADP
ajst-8023	60	3	the	the	DET
ajst-8023	60	4	initial	initial	ADJ
ajst-8023	60	5	one	one	NUM
ajst-8023	60	6	-	-	PUNCT
ajst-8023	60	7	dimensional	dimensional	ADJ
ajst-8023	60	8	model	model	NOUN
ajst-8023	60	9	to	to	ADP
ajst-8023	60	10	two	two	NUM
ajst-8023	60	11	-	-	PUNCT
ajst-8023	60	12	dimensional	dimensional	ADJ
ajst-8023	60	13	and	and	CCONJ
ajst-8023	60	14	multi	multi	ADJ
ajst-8023	60	15	-	-	ADJ
ajst-8023	60	16	dimensional	dimensional	ADJ
ajst-8023	60	17	models	model	NOUN
ajst-8023	60	18	,	,	PUNCT
ajst-8023	60	19	the	the	DET
ajst-8023	60	20	calculation	calculation	NOUN
ajst-8023	60	21	methods	method	NOUN
ajst-8023	60	22	for	for	ADP
ajst-8023	60	23	cloud	cloud	NOUN
ajst-8023	60	24	models	model	NOUN
ajst-8023	60	25	have	have	AUX
ajst-8023	60	26	been	be	AUX
ajst-8023	60	27	consistently	consistently	ADV
ajst-8023	60	28	enriched	enrich	VERB
ajst-8023	60	29	.	.	PUNCT
ajst-8023	61	1	in	in	ADP
ajst-8023	61	2	transportation	transportation	NOUN
ajst-8023	61	3	,	,	PUNCT
ajst-8023	61	4	the	the	DET
ajst-8023	61	5	cloud	cloud	NOUN
ajst-8023	61	6	model	model	NOUN
ajst-8023	61	7	is	be	AUX
ajst-8023	61	8	primarily	primarily	ADV
ajst-8023	61	9	applied	apply	VERB
ajst-8023	61	10	to	to	ADP
ajst-8023	61	11	traffic	traffic	NOUN
ajst-8023	61	12	flow	flow	NOUN
ajst-8023	61	13	prediction	prediction	NOUN
ajst-8023	61	14	,	,	PUNCT
ajst-8023	61	15	with	with	ADP
ajst-8023	61	16	relatively	relatively	ADV
ajst-8023	61	17	limited	limited	ADJ
ajst-8023	61	18	research	research	NOUN
ajst-8023	61	19	on	on	ADP
ajst-8023	61	20	passenger	passenger	NOUN
ajst-8023	61	21	flow	flow	NOUN
ajst-8023	61	22	forecasting	forecasting	NOUN
ajst-8023	61	23	.	.	PUNCT
ajst-8023	62	1	(	(	PUNCT
ajst-8023	62	2	3	3	X
ajst-8023	62	3	)	)	PUNCT
ajst-8023	62	4	various	various	ADJ
ajst-8023	62	5	types	type	NOUN
ajst-8023	62	6	of	of	ADP
ajst-8023	62	7	prediction	prediction	NOUN
ajst-8023	62	8	methods	method	NOUN
ajst-8023	62	9	are	be	AUX
ajst-8023	62	10	underrepresented	underrepresente	VERB
ajst-8023	62	11	in	in	ADP
ajst-8023	62	12	the	the	DET
ajst-8023	62	13	current	current	ADJ
ajst-8023	62	14	research	research	NOUN
ajst-8023	62	15	.	.	PUNCT
ajst-8023	63	1	existing	exist	VERB
ajst-8023	63	2	prediction	prediction	NOUN
ajst-8023	63	3	methods	method	NOUN
ajst-8023	63	4	each	each	PRON
ajst-8023	63	5	have	have	VERB
ajst-8023	63	6	their	their	PRON
ajst-8023	63	7	own	own	ADJ
ajst-8023	63	8	advantages	advantage	NOUN
ajst-8023	63	9	and	and	CCONJ
ajst-8023	63	10	disadvantages	disadvantage	NOUN
ajst-8023	63	11	.	.	PUNCT
ajst-8023	64	1	for	for	ADP
ajst-8023	64	2	instance	instance	NOUN
ajst-8023	64	3	,	,	PUNCT
ajst-8023	64	4	while	while	SCONJ
ajst-8023	64	5	prediction	prediction	NOUN
ajst-8023	64	6	methods	method	NOUN
ajst-8023	64	7	based	base	VERB
ajst-8023	64	8	on	on	ADP
ajst-8023	64	9	statistical	statistical	ADJ
ajst-8023	64	10	theory	theory	NOUN
ajst-8023	64	11	require	require	VERB
ajst-8023	64	12	less	less	ADJ
ajst-8023	64	13	computational	computational	ADJ
ajst-8023	64	14	effort	effort	NOUN
ajst-8023	64	15	,	,	PUNCT
ajst-8023	64	16	their	their	PRON
ajst-8023	64	17	prediction	prediction	NOUN
ajst-8023	64	18	accuracy	accuracy	NOUN
ajst-8023	64	19	is	be	AUX
ajst-8023	64	20	relatively	relatively	ADV
ajst-8023	64	21	low	low	ADJ
ajst-8023	64	22	in	in	ADP
ajst-8023	64	23	complex	complex	ADJ
ajst-8023	64	24	situations	situation	NOUN
ajst-8023	64	25	.	.	PUNCT
ajst-8023	65	1	although	although	SCONJ
ajst-8023	65	2	intelligent	intelligent	ADJ
ajst-8023	65	3	theoretical	theoretical	ADJ
ajst-8023	65	4	models	model	NOUN
ajst-8023	65	5	boast	boast	VERB
ajst-8023	65	6	an	an	DET
ajst-8023	65	7	advantage	advantage	NOUN
ajst-8023	65	8	in	in	ADP
ajst-8023	65	9	data	datum	NOUN
ajst-8023	65	10	fitting	fitting	ADJ
ajst-8023	65	11	,	,	PUNCT
ajst-8023	65	12	their	their	PRON
ajst-8023	65	13	principles	principle	NOUN
ajst-8023	65	14	tend	tend	VERB
ajst-8023	65	15	to	to	PART
ajst-8023	65	16	be	be	AUX
ajst-8023	65	17	more	more	ADV
ajst-8023	65	18	complicated	complicated	ADJ
ajst-8023	65	19	.	.	PUNCT
ajst-8023	66	1	while	while	SCONJ
ajst-8023	66	2	non	non	ADJ
ajst-8023	66	3	-	-	ADJ
ajst-8023	66	4	linear	linear	ADJ
ajst-8023	66	5	theory	theory	NOUN
ajst-8023	66	6	methods	method	NOUN
ajst-8023	66	7	can	can	AUX
ajst-8023	66	8	reflect	reflect	VERB
ajst-8023	66	9	the	the	DET
ajst-8023	66	10	non	non	ADJ
ajst-8023	66	11	-	-	ADJ
ajst-8023	66	12	linear	linear	ADJ
ajst-8023	66	13	characteristics	characteristic	NOUN
ajst-8023	66	14	of	of	ADP
ajst-8023	66	15	the	the	DET
ajst-8023	66	16	traffic	traffic	NOUN
ajst-8023	66	17	system	system	NOUN
ajst-8023	66	18	,	,	PUNCT
ajst-8023	66	19	their	their	PRON
ajst-8023	66	20	calculations	calculation	NOUN
ajst-8023	66	21	are	be	AUX
ajst-8023	66	22	relatively	relatively	ADV
ajst-8023	66	23	complex	complex	ADJ
ajst-8023	66	24	.	.	PUNCT
ajst-8023	67	1	however	however	ADV
ajst-8023	67	2	,	,	PUNCT
ajst-8023	67	3	the	the	DET
ajst-8023	67	4	current	current	ADJ
ajst-8023	67	5	research	research	NOUN
ajst-8023	67	6	does	do	AUX
ajst-8023	67	7	not	not	PART
ajst-8023	67	8	sufficiently	sufficiently	ADV
ajst-8023	67	9	address	address	VERB
ajst-8023	67	10	the	the	DET
ajst-8023	67	11	uncertainty	uncertainty	NOUN
ajst-8023	67	12	of	of	ADP
ajst-8023	67	13	short	short	ADJ
ajst-8023	67	14	-	-	PUNCT
ajst-8023	67	15	term	term	NOUN
ajst-8023	67	16	passenger	passenger	NOUN
ajst-8023	67	17	flow	flow	NOUN
ajst-8023	67	18	,	,	PUNCT
ajst-8023	67	19	the	the	DET
ajst-8023	67	20	influence	influence	NOUN
ajst-8023	67	21	of	of	ADP
ajst-8023	67	22	rainfall	rainfall	NOUN
ajst-8023	67	23	factors	factor	NOUN
ajst-8023	67	24	,	,	PUNCT
ajst-8023	67	25	and	and	CCONJ
ajst-8023	67	26	prediction	prediction	NOUN
ajst-8023	67	27	models	model	NOUN
ajst-8023	67	28	with	with	ADP
ajst-8023	67	29	limited	limited	ADJ
ajst-8023	67	30	historical	historical	ADJ
ajst-8023	67	31	data	datum	NOUN
ajst-8023	67	32	.	.	PUNCT
ajst-8023	68	1	252	252	NUM
ajst-8023	68	2	in	in	ADP
ajst-8023	68	3	the	the	DET
ajst-8023	68	4	future	future	NOUN
ajst-8023	68	5	,	,	PUNCT
ajst-8023	68	6	a	a	DET
ajst-8023	68	7	variable	variable	ADJ
ajst-8023	68	8	factor	factor	NOUN
ajst-8023	68	9	cloud	cloud	NOUN
ajst-8023	68	10	can	can	AUX
ajst-8023	68	11	be	be	AUX
ajst-8023	68	12	established	establish	VERB
ajst-8023	68	13	based	base	VERB
ajst-8023	68	14	on	on	ADP
ajst-8023	68	15	cloud	cloud	NOUN
ajst-8023	68	16	models	model	NOUN
ajst-8023	68	17	,	,	PUNCT
ajst-8023	68	18	taking	take	VERB
ajst-8023	68	19	into	into	ADP
ajst-8023	68	20	consideration	consideration	NOUN
ajst-8023	68	21	rainfall	rainfall	NOUN
ajst-8023	68	22	factors	factor	NOUN
ajst-8023	68	23	or	or	CCONJ
ajst-8023	68	24	other	other	ADJ
ajst-8023	68	25	uncertain	uncertain	ADJ
ajst-8023	68	26	variables	variable	NOUN
ajst-8023	68	27	in	in	ADP
ajst-8023	68	28	predictions	prediction	NOUN
ajst-8023	68	29	.	.	PUNCT
ajst-8023	69	1	specifically	specifically	ADV
ajst-8023	69	2	,	,	PUNCT
ajst-8023	69	3	the	the	DET
ajst-8023	69	4	short	short	ADJ
ajst-8023	69	5	-	-	PUNCT
ajst-8023	69	6	term	term	NOUN
ajst-8023	69	7	passenger	passenger	NOUN
ajst-8023	69	8	flow	flow	NOUN
ajst-8023	69	9	of	of	ADP
ajst-8023	69	10	urban	urban	ADJ
ajst-8023	69	11	rail	rail	NOUN
ajst-8023	69	12	transit	transit	NOUN
ajst-8023	69	13	lines	line	NOUN
ajst-8023	69	14	can	can	AUX
ajst-8023	69	15	be	be	AUX
ajst-8023	69	16	represented	represent	VERB
ajst-8023	69	17	by	by	ADP
ajst-8023	69	18	the	the	DET
ajst-8023	69	19	three	three	NUM
ajst-8023	69	20	parameters	parameter	NOUN
ajst-8023	69	21	of	of	ADP
ajst-8023	69	22	the	the	DET
ajst-8023	69	23	cloud	cloud	NOUN
ajst-8023	69	24	,	,	PUNCT
ajst-8023	69	25	reflecting	reflect	VERB
ajst-8023	69	26	its	its	PRON
ajst-8023	69	27	uncertainty	uncertainty	NOUN
ajst-8023	69	28	under	under	ADP
ajst-8023	69	29	various	various	ADJ
ajst-8023	69	30	influencing	influence	VERB
ajst-8023	69	31	factors	factor	NOUN
ajst-8023	69	32	.	.	PUNCT
ajst-8023	70	1	by	by	ADP
ajst-8023	70	2	using	use	VERB
ajst-8023	70	3	the	the	DET
ajst-8023	70	4	predictive	predictive	ADJ
ajst-8023	70	5	cloud	cloud	NOUN
ajst-8023	70	6	of	of	ADP
ajst-8023	70	7	historical	historical	ADJ
ajst-8023	70	8	,	,	PUNCT
ajst-8023	70	9	current	current	ADJ
ajst-8023	70	10	,	,	PUNCT
ajst-8023	70	11	and	and	CCONJ
ajst-8023	70	12	future	future	ADJ
ajst-8023	70	13	passenger	passenger	NOUN
ajst-8023	70	14	flow	flow	NOUN
ajst-8023	70	15	,	,	PUNCT
ajst-8023	70	16	the	the	DET
ajst-8023	70	17	association	association	NOUN
ajst-8023	70	18	rules	rule	VERB
ajst-8023	70	19	between	between	ADP
ajst-8023	70	20	time	time	NOUN
ajst-8023	70	21	and	and	CCONJ
ajst-8023	70	22	passenger	passenger	NOUN
ajst-8023	70	23	flow	flow	NOUN
ajst-8023	70	24	clouds	cloud	NOUN
ajst-8023	70	25	can	can	AUX
ajst-8023	70	26	be	be	AUX
ajst-8023	70	27	constructed	construct	VERB
ajst-8023	70	28	to	to	PART
ajst-8023	70	29	perform	perform	VERB
ajst-8023	70	30	short	short	ADJ
ajst-8023	70	31	-	-	PUNCT
ajst-8023	70	32	term	term	NOUN
ajst-8023	70	33	passenger	passenger	NOUN
ajst-8023	70	34	flow	flow	NOUN
ajst-8023	70	35	predictions	prediction	NOUN
ajst-8023	70	36	,	,	PUNCT
ajst-8023	70	37	followed	follow	VERB
ajst-8023	70	38	by	by	ADP
ajst-8023	70	39	adjustments	adjustment	NOUN
ajst-8023	70	40	as	as	ADP
ajst-8023	70	41	necessary	necessary	ADJ
ajst-8023	70	42	.	.	PUNCT
ajst-8023	71	1	this	this	DET
ajst-8023	71	2	short	short	ADJ
ajst-8023	71	3	-	-	PUNCT
ajst-8023	71	4	term	term	NOUN
ajst-8023	71	5	dynamic	dynamic	ADJ
ajst-8023	71	6	passenger	passenger	NOUN
ajst-8023	71	7	flow	flow	NOUN
ajst-8023	71	8	prediction	prediction	NOUN
ajst-8023	71	9	model	model	NOUN
ajst-8023	71	10	can	can	AUX
ajst-8023	71	11	also	also	ADV
ajst-8023	71	12	achieve	achieve	VERB
ajst-8023	71	13	accurate	accurate	ADJ
ajst-8023	71	14	predictions	prediction	NOUN
ajst-8023	71	15	of	of	ADP
ajst-8023	71	16	passenger	passenger	NOUN
ajst-8023	71	17	flow	flow	NOUN
ajst-8023	71	18	under	under	ADP
ajst-8023	71	19	the	the	DET
ajst-8023	71	20	uncertain	uncertain	ADJ
ajst-8023	71	21	factors	factor	NOUN
ajst-8023	71	22	of	of	ADP
ajst-8023	71	23	rainfall	rainfall	NOUN
ajst-8023	71	24	,	,	PUNCT
ajst-8023	71	25	providing	provide	VERB
ajst-8023	71	26	a	a	DET
ajst-8023	71	27	foundation	foundation	NOUN
ajst-8023	71	28	for	for	ADP
ajst-8023	71	29	efficient	efficient	ADJ
ajst-8023	71	30	operation	operation	NOUN
ajst-8023	71	31	management	management	NOUN
ajst-8023	71	32	of	of	ADP
ajst-8023	71	33	urban	urban	ADJ
ajst-8023	71	34	rail	rail	NOUN
ajst-8023	71	35	transit	transit	NOUN
ajst-8023	71	36	and	and	CCONJ
ajst-8023	71	37	improving	improve	VERB
ajst-8023	71	38	the	the	DET
ajst-8023	71	39	response	response	NOUN
ajst-8023	71	40	efficiency	efficiency	NOUN
ajst-8023	71	41	during	during	ADP
ajst-8023	71	42	emergencies	emergency	NOUN
ajst-8023	71	43	.	.	PUNCT
ajst-8023	72	1	references	reference	NOUN
ajst-8023	72	2	[	[	X
ajst-8023	72	3	1	1	NUM
ajst-8023	72	4	]	]	X
ajst-8023	72	5	lu	lu	PROPN
ajst-8023	72	6	haiting	haiting	PROPN
ajst-8023	72	7	,	,	PUNCT
ajst-8023	72	8	zhang	zhang	PROPN
ajst-8023	72	9	ning	ning	PROPN
ajst-8023	72	10	,	,	PUNCT
ajst-8023	72	11	huang	huang	PROPN
ajst-8023	72	12	wei	wei	PROPN
ajst-8023	72	13	,	,	PUNCT
ajst-8023	72	14	et	et	PROPN
ajst-8023	72	15	al	al	PROPN
ajst-8023	72	16	.	.	PUNCT
ajst-8023	72	17	research	research	NOUN
ajst-8023	72	18	progress	progress	NOUN
ajst-8023	72	19	of	of	ADP
ajst-8023	72	20	short	short	ADJ
ajst-8023	72	21	-	-	PUNCT
ajst-8023	72	22	term	term	NOUN
ajst-8023	72	23	traffic	traffic	NOUN
ajst-8023	72	24	flow	flow	NOUN
ajst-8023	72	25	prediction	prediction	NOUN
ajst-8023	72	26	methods	method	NOUN
ajst-8023	72	27	.	.	PUNCT
ajst-8023	73	1	journal	journal	PROPN
ajst-8023	73	2	of	of	ADP
ajst-8023	73	3	transportation	transportation	NOUN
ajst-8023	73	4	engineering	engineering	NOUN
ajst-8023	73	5	and	and	CCONJ
ajst-8023	73	6	information	information	NOUN
ajst-8023	73	7	,	,	PUNCT
ajst-8023	73	8	2009	2009	NUM
ajst-8023	73	9	,	,	PUNCT
ajst-8023	73	10	7(4	7(4	NUM
ajst-8023	73	11	):	):	PUNCT
ajst-8023	73	12	84	84	NUM
ajst-8023	73	13	-	-	SYM
ajst-8023	73	14	91	91	NUM
ajst-8023	73	15	.	.	PUNCT
ajst-8023	74	1	[	[	X
ajst-8023	74	2	2	2	NUM
ajst-8023	74	3	]	]	X
ajst-8023	74	4	khattak	khattak	PROPN
ajst-8023	74	5	a	a	PROPN
ajst-8023	74	6	j	j	PROPN
ajst-8023	74	7	,	,	PUNCT
ajst-8023	74	8	palma	palma	NOUN
ajst-8023	74	9	a	a	DET
ajst-8023	74	10	d.the	d.the	DET
ajst-8023	74	11	impact	impact	NOUN
ajst-8023	74	12	of	of	ADP
ajst-8023	74	13	adverse	adverse	ADJ
ajst-8023	74	14	weather	weather	NOUN
ajst-8023	74	15	conditions	condition	NOUN
ajst-8023	74	16	on	on	ADP
ajst-8023	74	17	the	the	DET
ajst-8023	74	18	propensity	propensity	NOUN
ajst-8023	74	19	to	to	PART
ajst-8023	74	20	change	change	VERB
ajst-8023	74	21	travel	travel	NOUN
ajst-8023	74	22	decisions	decision	NOUN
ajst-8023	74	23	:	:	PUNCT
ajst-8023	74	24	a	a	DET
ajst-8023	74	25	survey	survey	NOUN
ajst-8023	74	26	of	of	ADP
ajst-8023	74	27	brussels	brussels	PROPN
ajst-8023	74	28	commuters[j].transportation	commuters[j].transportation	PROPN
ajst-8023	74	29	research	research	PROPN
ajst-8023	74	30	par	par	NOUN
ajst-8023	74	31	a	a	DET
ajst-8023	74	32	policy&practice,1997,31(3):181	policy&practice,1997,31(3):181	NOUN
ajst-8023	74	33	-	-	PUNCT
ajst-8023	74	34	203	203	NUM
ajst-8023	74	35	.	.	PUNCT
ajst-8023	75	1	[	[	X
ajst-8023	75	2	3	3	NUM
ajst-8023	75	3	]	]	X
ajst-8023	75	4	kalkstein	kalkstein	NOUN
ajst-8023	75	5	a	a	DET
ajst-8023	75	6	j	j	PROPN
ajst-8023	75	7	,	,	PUNCT
ajst-8023	75	8	kuby	kuby	PROPN
ajst-8023	75	9	m	m	PROPN
ajst-8023	75	10	,	,	PUNCT
ajst-8023	75	11	gerrity	gerrity	NOUN
ajst-8023	75	12	d	d	PROPN
ajst-8023	75	13	,	,	PUNCT
ajst-8023	75	14	et	et	PROPN
ajst-8023	75	15	al.an	al.an	ADJ
ajst-8023	75	16	analysis	analysis	NOUN
ajst-8023	75	17	of	of	ADP
ajst-8023	75	18	air	air	NOUN
ajst-8023	75	19	mass	mass	NOUN
ajst-8023	75	20	effects	effect	NOUN
ajst-8023	75	21	on	on	ADP
ajst-8023	75	22	rail	rail	NOUN
ajst-8023	75	23	rider	rider	NOUN
ajst-8023	75	24	ship	ship	NOUN
ajst-8023	75	25	in	in	ADP
ajst-8023	75	26	three	three	NUM
ajst-8023	75	27	us	we	PRON
ajst-8023	75	28	cities[j].journal	cities[j].journal	ADJ
ajst-8023	75	29	of	of	ADP
ajst-8023	75	30	transport	transport	NOUN
ajst-8023	75	31	geography,2009,17(3),198	geography,2009,17(3),198	NOUN
ajst-8023	75	32	-	-	PUNCT
ajst-8023	75	33	207	207	NUM
ajst-8023	75	34	.	.	PUNCT
ajst-8023	76	1	[	[	X
ajst-8023	76	2	4	4	X
ajst-8023	76	3	]	]	X
ajst-8023	76	4	outwater	outwater	ADP
ajst-8023	76	5	m	m	NOUN
ajst-8023	76	6	l	l	NOUN
ajst-8023	76	7	,	,	PUNCT
ajst-8023	76	8	spitz	spitz	PROPN
ajst-8023	76	9	g	g	PROPN
ajst-8023	76	10	,	,	PUNCT
ajst-8023	76	11	lobb	lobb	PROPN
ajst-8023	76	12	j	j	PROPN
ajst-8023	76	13	,	,	PUNCT
ajst-8023	76	14	et	et	NOUN
ajst-8023	76	15	al.characteristics	al.characteristic	NOUN
ajst-8023	76	16	of	of	ADP
ajst-8023	76	17	premium	premium	NOUN
ajst-8023	76	18	transit	transit	NOUN
ajst-8023	76	19	services	service	NOUN
ajst-8023	77	1	that	that	PRON
ajst-8023	77	2	affezct	affezct	NOUN
ajst-8023	77	3	mode	mode	NOUN
ajst-8023	77	4	choice	choice	NOUN
ajst-8023	78	1	[	[	X
ajst-8023	78	2	j	j	X
ajst-8023	78	3	]	]	X
ajst-8023	78	4	.	.	PUNCT
ajst-8023	79	1	transportation	transportation	NOUN
ajst-8023	79	2	,	,	PUNCT
ajst-8023	79	3	2011	2011	NUM
ajst-8023	79	4	,	,	PUNCT
ajst-8023	79	5	38(4	38(4	NUM
ajst-8023	79	6	):	):	PUNCT
ajst-8023	79	7	605	605	NUM
ajst-8023	79	8	-	-	SYM
ajst-8023	79	9	623	623	NUM
ajst-8023	79	10	.	.	PUNCT
ajst-8023	80	1	[	[	X
ajst-8023	80	2	5	5	NUM
ajst-8023	80	3	]	]	PUNCT
ajst-8023	80	4	zhu	zhu	PROPN
ajst-8023	80	5	chengcheng	chengcheng	PROPN
ajst-8023	80	6	.	.	PUNCT
ajst-8023	81	1	research	research	NOUN
ajst-8023	81	2	on	on	ADP
ajst-8023	81	3	the	the	DET
ajst-8023	81	4	impact	impact	NOUN
ajst-8023	81	5	of	of	ADP
ajst-8023	81	6	rainfall	rainfall	NOUN
ajst-8023	81	7	and	and	CCONJ
ajst-8023	81	8	weather	weather	NOUN
ajst-8023	81	9	on	on	ADP
ajst-8023	81	10	rail	rail	NOUN
ajst-8023	81	11	transit	transit	NOUN
ajst-8023	81	12	commuting	commuting	NOUN
ajst-8023	81	13	trips	trip	NOUN
ajst-8023	81	14	based	base	VERB
ajst-8023	81	15	on	on	ADP
ajst-8023	81	16	swiping	swipe	VERB
ajst-8023	81	17	card	card	NOUN
ajst-8023	81	18	data	datum	NOUN
ajst-8023	82	1	[	[	X
ajst-8023	82	2	d	d	X
ajst-8023	82	3	]	]	X
ajst-8023	82	4	.	.	PUNCT
ajst-8023	83	1	southeast	southeast	PROPN
ajst-8023	83	2	university	university	NOUN
ajst-8023	83	3	.	.	PUNCT
ajst-8023	84	1	[	[	X
ajst-8023	84	2	6	6	NUM
ajst-8023	84	3	]	]	PUNCT
ajst-8023	84	4	stover	stover	NOUN
ajst-8023	84	5	,	,	PUNCT
ajst-8023	84	6	v.w,&mccormack	v.w,&mccormack	ADP
ajst-8023	84	7	,	,	PUNCT
ajst-8023	84	8	e.d.(2012).the	e.d.(2012).the	DET
ajst-8023	84	9	impact	impact	NOUN
ajst-8023	84	10	of	of	ADP
ajst-8023	84	11	weather	weather	NOUN
ajst-8023	84	12	on	on	ADP
ajst-8023	84	13	bus	bus	NOUN
ajst-8023	84	14	ridership	ridership	NOUN
ajst-8023	84	15	in	in	ADP
ajst-8023	84	16	pierce	pierce	PROPN
ajst-8023	84	17	county	county	PROPN
ajst-8023	84	18	,	,	PUNCT
ajst-8023	84	19	washington.journal	washington.journal	ADJ
ajst-8023	84	20	of	of	ADP
ajst-8023	84	21	public	public	ADJ
ajst-8023	84	22	transportation,15(1),6	transportation,15(1),6	PROPN
ajst-8023	84	23	..	..	PUNCT
ajst-8023	85	1	[	[	X
ajst-8023	85	2	7	7	X
ajst-8023	85	3	]	]	X
ajst-8023	85	4	lou	lou	PROPN
ajst-8023	85	5	shurong	shurong	PROPN
ajst-8023	85	6	.	.	PUNCT
ajst-8023	86	1	research	research	NOUN
ajst-8023	86	2	on	on	ADP
ajst-8023	86	3	the	the	DET
ajst-8023	86	4	impact	impact	NOUN
ajst-8023	86	5	of	of	ADP
ajst-8023	86	6	rainfall	rainfall	NOUN
ajst-8023	86	7	weather	weather	NOUN
ajst-8023	86	8	on	on	ADP
ajst-8023	86	9	passenger	passenger	NOUN
ajst-8023	86	10	flow	flow	NOUN
ajst-8023	86	11	at	at	ADP
ajst-8023	86	12	urban	urban	ADJ
ajst-8023	86	13	rail	rail	NOUN
ajst-8023	86	14	transit	transit	NOUN
ajst-8023	86	15	stations	station	NOUN
ajst-8023	86	16	[	[	X
ajst-8023	86	17	d	d	X
ajst-8023	86	18	]	]	X
ajst-8023	86	19	.	.	PUNCT
ajst-8023	87	1	southeast	southeast	PROPN
ajst-8023	87	2	university	university	PROPN
ajst-8023	87	3	,	,	PUNCT
ajst-8023	87	4	2016	2016	NUM
ajst-8023	87	5	.	.	PUNCT
ajst-8023	88	1	[	[	X
ajst-8023	88	2	8	8	NUM
ajst-8023	88	3	]	]	X
ajst-8023	88	4	changnon	changnon	NOUN
ajst-8023	88	5	,	,	PUNCT
ajst-8023	88	6	s.a.(1996).effects	s.a.(1996).effect	NOUN
ajst-8023	88	7	of	of	ADP
ajst-8023	88	8	summer	summer	NOUN
ajst-8023	88	9	precipitation	precipitation	NOUN
ajst-8023	88	10	on	on	ADP
ajst-8023	88	11	urban	urban	ADJ
ajst-8023	88	12	transportation.climatic	transportation.climatic	PROPN
ajst-8023	88	13	change,32(4),481	change,32(4),481	NOUN
ajst-8023	88	14	-	-	PUNCT
ajst-8023	88	15	494	494	NUM
ajst-8023	88	16	.	.	PUNCT
ajst-8023	89	1	[	[	X
ajst-8023	89	2	9	9	NUM
ajst-8023	89	3	]	]	X
ajst-8023	89	4	liu	liu	PROPN
ajst-8023	89	5	xintong	xintong	PROPN
ajst-8023	89	6	.	.	PUNCT
ajst-8023	90	1	short	short	ADJ
ajst-8023	90	2	-	-	PUNCT
ajst-8023	90	3	term	term	NOUN
ajst-8023	90	4	public	public	ADJ
ajst-8023	90	5	transport	transport	NOUN
ajst-8023	90	6	passenger	passenger	NOUN
ajst-8023	90	7	flow	flow	NOUN
ajst-8023	90	8	prediction	prediction	NOUN
ajst-8023	90	9	under	under	ADP
ajst-8023	90	10	rainy	rainy	ADJ
ajst-8023	90	11	weather	weather	NOUN
ajst-8023	90	12	conditions	condition	NOUN
ajst-8023	91	1	[	[	X
ajst-8023	91	2	d	d	X
ajst-8023	91	3	]	]	X
ajst-8023	91	4	.	.	PUNCT
ajst-8023	92	1	harbin	harbin	PROPN
ajst-8023	92	2	institute	institute	PROPN
ajst-8023	92	3	of	of	ADP
ajst-8023	92	4	technology	technology	PROPN
ajst-8023	92	5	,	,	PUNCT
ajst-8023	92	6	2016	2016	NUM
ajst-8023	92	7	.	.	PUNCT
ajst-8023	93	1	[	[	X
ajst-8023	93	2	10	10	NUM
ajst-8023	93	3	]	]	SYM
ajst-8023	93	4	kalkstein	kalkstein	NOUN
ajst-8023	93	5	a	a	DET
ajst-8023	93	6	j	j	PROPN
ajst-8023	93	7	,	,	PUNCT
ajst-8023	93	8	kuby	kuby	PROPN
ajst-8023	93	9	m	m	PROPN
ajst-8023	93	10	,	,	PUNCT
ajst-8023	93	11	gerrity	gerrity	NOUN
ajst-8023	93	12	d	d	PROPN
ajst-8023	93	13	,	,	PUNCT
ajst-8023	93	14	et	et	PROPN
ajst-8023	93	15	al.an	al.an	ADJ
ajst-8023	93	16	analysis	analysis	NOUN
ajst-8023	93	17	of	of	ADP
ajst-8023	93	18	air	air	NOUN
ajst-8023	93	19	mass	mass	NOUN
ajst-8023	93	20	effects	effect	NOUN
ajst-8023	93	21	on	on	ADP
ajst-8023	93	22	rail	rail	NOUN
ajst-8023	93	23	rider	rider	NOUN
ajst-8023	93	24	ship	ship	NOUN
ajst-8023	93	25	in	in	ADP
ajst-8023	93	26	three	three	NUM
ajst-8023	93	27	us	we	PRON
ajst-8023	93	28	cities[j].journal	cities[j].journal	ADJ
ajst-8023	93	29	of	of	ADP
ajst-8023	93	30	transport	transport	NOUN
ajst-8023	93	31	geography,2009,17(3):198	geography,2009,17(3):198	NOUN
ajst-8023	93	32	-	-	PUNCT
ajst-8023	93	33	207	207	NUM
ajst-8023	93	34	..	..	PUNCT
ajst-8023	94	1	[	[	X
ajst-8023	94	2	11	11	NUM
ajst-8023	94	3	]	]	PUNCT
ajst-8023	94	4	singhal	singhal	NOUN
ajst-8023	94	5	a	a	PROPN
ajst-8023	94	6	,	,	PUNCT
ajst-8023	94	7	kamga	kamga	PROPN
ajst-8023	94	8	c	c	PROPN
ajst-8023	94	9	,	,	PUNCT
ajst-8023	94	10	yazici	yazici	NOUN
ajst-8023	94	11	a.impact	a.impact	ADJ
ajst-8023	94	12	of	of	ADP
ajst-8023	94	13	weather	weather	NOUN
ajst-8023	94	14	on	on	ADP
ajst-8023	94	15	urban	urban	ADJ
ajst-8023	94	16	transit	transit	NOUN
ajst-8023	94	17	ridership[j].transp	ridership[j].transp	NOUN
ajst-8023	94	18	-	-	PUNCT
ajst-8023	94	19	ortation	ortation	NOUN
ajst-8023	94	20	research	research	NOUN
ajst-8023	94	21	part	part	NOUN
ajst-8023	94	22	a	a	DET
ajst-8023	94	23	policy&practice	policy&practice	PROPN
ajst-8023	94	24	,	,	PUNCT
ajst-8023	94	25	2014	2014	NUM
ajst-8023	94	26	,	,	PUNCT
ajst-8023	94	27	69(2):379	69(2):379	NOUN
ajst-8023	94	28	-	-	PUNCT
ajst-8023	94	29	391	391	NUM
ajst-8023	94	30	.	.	PUNCT
ajst-8023	95	1	[	[	X
ajst-8023	95	2	12	12	NUM
ajst-8023	95	3	]	]	X
ajst-8023	95	4	li	li	PROPN
ajst-8023	95	5	deyi	deyi	PROPN
ajst-8023	95	6	,	,	PUNCT
ajst-8023	95	7	du	du	PROPN
ajst-8023	95	8	yi	yi	PROPN
ajst-8023	95	9	.	.	PUNCT
ajst-8023	96	1	uncertainty	uncertainty	NOUN
ajst-8023	96	2	artificial	artificial	ADJ
ajst-8023	96	3	intelligence	intelligence	NOUN
ajst-8023	97	1	[	[	X
ajst-8023	98	1	m	m	X
ajst-8023	98	2	]	]	X
ajst-8023	98	3	.	.	PUNCT
ajst-8023	99	1	beijing	beijing	PROPN
ajst-8023	99	2	:	:	PUNCT
ajst-8023	99	3	national	national	PROPN
ajst-8023	99	4	defense	defense	PROPN
ajst-8023	99	5	industry	industry	NOUN
ajst-8023	99	6	press	press	NOUN
ajst-8023	99	7	,	,	PUNCT
ajst-8023	99	8	2005	2005	NUM
ajst-8023	99	9	:	:	PUNCT
ajst-8023	99	10	143	143	NUM
ajst-8023	99	11	-	-	SYM
ajst-8023	99	12	166	166	NUM
ajst-8023	99	13	.	.	PUNCT
ajst-8023	100	1	[	[	X
ajst-8023	100	2	13	13	NUM
ajst-8023	100	3	]	]	X
ajst-8023	100	4	di	di	X
ajst-8023	100	5	kaichang	kaichang	PROPN
ajst-8023	100	6	,	,	PUNCT
ajst-8023	100	7	li	li	PROPN
ajst-8023	100	8	deren	deren	PROPN
ajst-8023	100	9	,	,	PUNCT
ajst-8023	100	10	li	li	PROPN
ajst-8023	100	11	deyi	deyi	PROPN
ajst-8023	100	12	.	.	PUNCT
ajst-8023	101	1	expansion	expansion	NOUN
ajst-8023	101	2	of	of	ADP
ajst-8023	101	3	cloud	cloud	NOUN
ajst-8023	101	4	model	model	NOUN
ajst-8023	101	5	and	and	CCONJ
ajst-8023	101	6	its	its	PRON
ajst-8023	101	7	application	application	NOUN
ajst-8023	101	8	in	in	ADP
ajst-8023	101	9	spatial	spatial	ADJ
ajst-8023	101	10	data	datum	NOUN
ajst-8023	101	11	mining	mining	NOUN
ajst-8023	102	1	[	[	X
ajst-8023	102	2	c	c	X
ajst-8023	102	3	]	]	PUNCT
ajst-8023	102	4	.	.	PUNCT
ajst-8023	103	1	china	china	PROPN
ajst-8023	103	2	image	image	PROPN
ajst-8023	103	3	graphics	graphic	NOUN
ajst-8023	103	4	meeting	meeting	NOUN
ajst-8023	103	5	.	.	PUNCT
ajst-8023	104	1	new	new	ADJ
ajst-8023	104	2	progress	progress	NOUN
ajst-8023	104	3	in	in	ADP
ajst-8023	104	4	image	image	NOUN
ajst-8023	104	5	and	and	CCONJ
ajst-8023	104	6	graphics	graphic	NOUN
ajst-8023	104	7	science	science	NOUN
ajst-8023	104	8	and	and	CCONJ
ajst-8023	104	9	technology	technology	NOUN
ajst-8023	104	10	in	in	ADP
ajst-8023	104	11	china	china	PROPN
ajst-8023	104	12	-	-	PUNCT
ajst-8023	104	13	proceedings	proceeding	NOUN
ajst-8023	104	14	of	of	ADP
ajst-8023	104	15	the	the	DET
ajst-8023	104	16	ninth	ninth	ADJ
ajst-8023	104	17	national	national	ADJ
ajst-8023	104	18	conference	conference	NOUN
ajst-8023	104	19	on	on	ADP
ajst-8023	104	20	image	image	NOUN
ajst-8023	104	21	and	and	CCONJ
ajst-8023	104	22	graphics	graphic	NOUN
ajst-8023	104	23	technology	technology	NOUN
ajst-8023	104	24	.	.	PUNCT
ajst-8023	105	1	image	image	NOUN
ajst-8023	105	2	map	map	NOUN
ajst-8023	105	3	of	of	ADP
ajst-8023	105	4	china	china	PROPN
ajst-8023	105	5	morphology	morphology	PROPN
ajst-8023	105	6	society	society	NOUN
ajst-8023	105	7	:	:	PUNCT
ajst-8023	105	8	chinese	chinese	ADJ
ajst-8023	105	9	society	society	NOUN
ajst-8023	105	10	of	of	ADP
ajst-8023	105	11	image	image	NOUN
ajst-8023	105	12	and	and	CCONJ
ajst-8023	105	13	graphics	graphic	NOUN
ajst-8023	105	14	,	,	PUNCT
ajst-8023	105	15	1998	1998	NUM
ajst-8023	105	16	:	:	PUNCT
ajst-8023	105	17	530	530	NUM
ajst-8023	105	18	-	-	SYM
ajst-8023	105	19	535	535	NUM
ajst-8023	105	20	.	.	PUNCT
ajst-8023	106	1	[	[	X
ajst-8023	106	2	14	14	NUM
ajst-8023	106	3	]	]	PUNCT
ajst-8023	106	4	jin	jin	PROPN
ajst-8023	106	5	lu	lu	PROPN
ajst-8023	106	6	.	.	PUNCT
ajst-8023	107	1	application	application	NOUN
ajst-8023	107	2	research	research	NOUN
ajst-8023	107	3	of	of	ADP
ajst-8023	107	4	cloud	cloud	NOUN
ajst-8023	107	5	model	model	NOUN
ajst-8023	107	6	in	in	ADP
ajst-8023	107	7	time	time	NOUN
ajst-8023	107	8	series	series	PROPN
ajst-8023	107	9	forecasting	forecast	VERB
ajst-8023	108	1	[	[	X
ajst-8023	108	2	d	d	X
ajst-8023	108	3	]	]	X
ajst-8023	108	4	.	.	PUNCT
ajst-8023	109	1	university	university	NOUN
ajst-8023	109	2	of	of	ADP
ajst-8023	109	3	electronic	electronic	ADJ
ajst-8023	109	4	science	science	NOUN
ajst-8023	109	5	and	and	CCONJ
ajst-8023	109	6	technology	technology	NOUN
ajst-8023	109	7	of	of	ADP
ajst-8023	109	8	china	china	PROPN
ajst-8023	109	9	,	,	PUNCT
ajst-8023	109	10	2014	2014	NUM
ajst-8023	109	11	.	.	PUNCT
ajst-8023	110	1	[	[	X
ajst-8023	110	2	15	15	NUM
ajst-8023	110	3	]	]	X
ajst-8023	110	4	yu	yu	PROPN
ajst-8023	110	5	jiaojiao	jiaojiao	PROPN
ajst-8023	110	6	.	.	PUNCT
ajst-8023	111	1	the	the	DET
ajst-8023	111	2	application	application	NOUN
ajst-8023	111	3	of	of	ADP
ajst-8023	111	4	cloud	cloud	NOUN
ajst-8023	111	5	model	model	NOUN
ajst-8023	111	6	traffic	traffic	NOUN
ajst-8023	111	7	flow	flow	NOUN
ajst-8023	111	8	prediction	prediction	NOUN
ajst-8023	111	9	in	in	ADP
ajst-8023	111	10	intelligent	intelligent	ADJ
ajst-8023	111	11	tourism	tourism	NOUN
ajst-8023	111	12	system	system	NOUN
ajst-8023	112	1	[	[	X
ajst-8023	112	2	d	d	X
ajst-8023	112	3	]	]	X
ajst-8023	112	4	.	.	PUNCT
ajst-8023	113	1	university	university	NOUN
ajst-8023	113	2	of	of	ADP
ajst-8023	113	3	electronic	electronic	ADJ
ajst-8023	113	4	science	science	NOUN
ajst-8023	113	5	and	and	CCONJ
ajst-8023	113	6	technology	technology	NOUN
ajst-8023	113	7	of	of	ADP
ajst-8023	113	8	china	china	PROPN
ajst-8023	113	9	,	,	PUNCT
ajst-8023	113	10	2013	2013	NUM
ajst-8023	113	11	.	.	PUNCT
ajst-8023	114	1	[	[	X
ajst-8023	114	2	16	16	NUM
ajst-8023	114	3	]	]	PUNCT
ajst-8023	114	4	xu	xu	PROPN
ajst-8023	114	5	shaohua	shaohua	PROPN
ajst-8023	114	6	,	,	PUNCT
ajst-8023	114	7	chen	chen	PROPN
ajst-8023	114	8	yan	yan	PROPN
ajst-8023	114	9	,	,	PUNCT
ajst-8023	114	10	xu	xu	PROPN
ajst-8023	114	11	chen	chen	PROPN
ajst-8023	114	12	,	,	PUNCT
ajst-8023	114	13	zhang	zhang	PROPN
ajst-8023	114	14	yaguang	yaguang	PROPN
ajst-8023	114	15	.	.	PUNCT
ajst-8023	115	1	a	a	DET
ajst-8023	115	2	hybrid	hybrid	ADJ
ajst-8023	115	3	computing	compute	VERB
ajst-8023	115	4	neural	neural	ADJ
ajst-8023	115	5	network	network	NOUN
ajst-8023	115	6	based	base	VERB
ajst-8023	115	7	on	on	ADP
ajst-8023	115	8	forward	forward	ADJ
ajst-8023	115	9	cloud	cloud	NOUN
ajst-8023	115	10	transformation	transformation	NOUN
ajst-8023	115	11	and	and	CCONJ
ajst-8023	115	12	its	its	PRON
ajst-8023	115	13	application	application	NOUN
ajst-8023	115	14	[	[	X
ajst-8023	115	15	j	j	X
ajst-8023	115	16	]	]	X
ajst-8023	115	17	.	.	PUNCT
ajst-8023	116	1	computer	computer	NOUN
ajst-8023	116	2	and	and	CCONJ
ajst-8023	116	3	digital	digital	ADJ
ajst-8023	116	4	engineering	engineering	NOUN
ajst-8023	116	5	,	,	PUNCT
ajst-8023	116	6	2014	2014	NUM
ajst-8023	116	7	,	,	PUNCT
ajst-8023	116	8	42(12	42(12	NUM
ajst-8023	116	9	):	):	PUNCT
ajst-8023	116	10	2284	2284	NUM
ajst-8023	116	11	-	-	SYM
ajst-8023	116	12	2288	2288	NUM
ajst-8023	116	13	.	.	PUNCT
ajst-8023	117	1	[	[	X
ajst-8023	117	2	17	17	NUM
ajst-8023	117	3	]	]	X
ajst-8023	117	4	wang	wang	PROPN
ajst-8023	117	5	jun	jun	PROPN
ajst-8023	117	6	.	.	PROPN
ajst-8023	117	7	multi	multi	ADJ
ajst-8023	117	8	-	-	ADJ
ajst-8023	117	9	index	index	NOUN
ajst-8023	117	10	decision	decision	NOUN
ajst-8023	117	11	-	-	PUNCT
ajst-8023	117	12	making	make	VERB
ajst-8023	117	13	method	method	NOUN
ajst-8023	117	14	and	and	CCONJ
ajst-8023	117	15	application	application	NOUN
ajst-8023	117	16	of	of	ADP
ajst-8023	117	17	cloud	cloud	NOUN
ajst-8023	117	18	model	model	NOUN
ajst-8023	117	19	considering	consider	VERB
ajst-8023	117	20	double	double	ADJ
ajst-8023	117	21	expectations	expectation	NOUN
ajst-8023	118	1	[	[	X
ajst-8023	118	2	d	d	X
ajst-8023	118	3	]	]	X
ajst-8023	118	4	.	.	PUNCT
ajst-8023	119	1	nanjing	nanjing	PROPN
ajst-8023	119	2	university	university	PROPN
ajst-8023	119	3	of	of	ADP
ajst-8023	119	4	aeronautics	aeronautics	PROPN
ajst-8023	119	5	and	and	CCONJ
ajst-8023	119	6	astronautics	astronautic	NOUN
ajst-8023	119	7	,	,	PUNCT
ajst-8023	119	8	2017	2017	NUM
ajst-8023	119	9	.	.	PUNCT
ajst-8023	120	1	[	[	X
ajst-8023	120	2	18	18	NUM
ajst-8023	120	3	]	]	X
ajst-8023	120	4	yang	yang	PROPN
ajst-8023	120	5	ping	ping	PROPN
ajst-8023	120	6	.	.	PUNCT
ajst-8023	121	1	research	research	NOUN
ajst-8023	121	2	on	on	ADP
ajst-8023	121	3	uncertain	uncertain	ADJ
ajst-8023	121	4	information	information	NOUN
ajst-8023	121	5	aggregation	aggregation	NOUN
ajst-8023	121	6	model	model	NOUN
ajst-8023	121	7	based	base	VERB
ajst-8023	121	8	on	on	ADP
ajst-8023	121	9	normal	normal	ADJ
ajst-8023	121	10	cloud	cloud	ADJ
ajst-8023	121	11	model[d	model[d	NOUN
ajst-8023	121	12	]	]	PUNCT
ajst-8023	121	13	.	.	PUNCT
ajst-8023	122	1	nanjing	nanjing	PROPN
ajst-8023	122	2	university	university	PROPN
ajst-8023	122	3	of	of	ADP
ajst-8023	122	4	aeronautics	aeronautics	PROPN
ajst-8023	122	5	and	and	CCONJ
ajst-8023	122	6	astronautics	astronautic	NOUN
ajst-8023	122	7	,	,	PUNCT
ajst-8023	122	8	2014	2014	NUM
ajst-8023	122	9	.	.	PUNCT
ajst-8023	123	1	[	[	X
ajst-8023	123	2	19	19	NUM
ajst-8023	123	3	]	]	X
ajst-8023	123	4	zhang	zhang	PROPN
ajst-8023	123	5	huaitian	huaitian	PROPN
ajst-8023	123	6	.	.	PUNCT
ajst-8023	124	1	data	data	PROPN
ajst-8023	124	2	mining	mining	NOUN
ajst-8023	124	3	based	base	VERB
ajst-8023	124	4	on	on	ADP
ajst-8023	124	5	cloud	cloud	NOUN
ajst-8023	124	6	model	model	NOUN
ajst-8023	124	7	and	and	CCONJ
ajst-8023	124	8	its	its	PRON
ajst-8023	124	9	application	application	NOUN
ajst-8023	124	10	in	in	ADP
ajst-8023	124	11	traffic	traffic	NOUN
ajst-8023	124	12	flowsystem	flowsystem	NOUN
ajst-8023	125	1	[	[	X
ajst-8023	125	2	d	d	X
ajst-8023	125	3	]	]	X
ajst-8023	125	4	.	.	PUNCT
ajst-8023	126	1	tianjin	tianjin	PROPN
ajst-8023	126	2	university	university	PROPN
ajst-8023	126	3	,	,	PUNCT
ajst-8023	126	4	2007	2007	NUM
ajst-8023	126	5	.	.	PUNCT
ajst-8023	127	1	[	[	X
ajst-8023	127	2	20	20	NUM
ajst-8023	127	3	]	]	PUNCT
ajst-8023	127	4	x.h.li.interval	x.h.li.interval	NOUN
ajst-8023	127	5	cloud	cloud	NOUN
ajst-8023	127	6	model	model	NOUN
ajst-8023	127	7	and	and	CCONJ
ajst-8023	127	8	interval	interval	NOUN
ajst-8023	127	9	cloud	cloud	NOUN
ajst-8023	127	10	generator[c].2010	generator[c].2010	PROPN
ajst-8023	127	11	second	second	ADJ
ajst-8023	127	12	wri	wri	PROPN
ajst-8023	127	13	global	global	PROPN
ajst-8023	127	14	congress	congress	PROPN
ajst-8023	127	15	on	on	ADP
ajst-8023	127	16	intelligent	intelligent	ADJ
ajst-8023	127	17	systems	system	NOUN
ajst-8023	127	18	,	,	PUNCT
ajst-8023	127	19	2010	2010	NUM
ajst-8023	127	20	.	.	PUNCT
ajst-8023	128	1	[	[	X
ajst-8023	128	2	21	21	NUM
ajst-8023	128	3	]	]	X
ajst-8023	128	4	qin	qin	PROPN
ajst-8023	128	5	kun	kun	PROPN
ajst-8023	128	6	,	,	PUNCT
ajst-8023	128	7	wang	wang	PROPN
ajst-8023	128	8	pei	pei	PROPN
ajst-8023	128	9	.	.	PUNCT
ajst-8023	129	1	a	a	DET
ajst-8023	129	2	new	new	ADJ
ajst-8023	129	3	method	method	NOUN
ajst-8023	129	4	of	of	ADP
ajst-8023	129	5	curve	curve	NOUN
ajst-8023	129	6	fitting	fitting	NOUN
ajst-8023	129	7	based	base	VERB
ajst-8023	129	8	on	on	ADP
ajst-8023	129	9	cloud	cloud	ADJ
ajst-8023	129	10	transformation	transformation	NOUN
ajst-8023	130	1	[	[	X
ajst-8023	130	2	j	j	X
ajst-8023	130	3	]	]	X
ajst-8023	130	4	.	.	PUNCT
ajst-8023	131	1	computer	computer	NOUN
ajst-8023	131	2	engineering	engineering	NOUN
ajst-8023	131	3	and	and	CCONJ
ajst-8023	131	4	applications	application	NOUN
ajst-8023	131	5	,	,	PUNCT
ajst-8023	131	6	2008	2008	NUM
ajst-8023	131	7	,	,	PUNCT
ajst-8023	131	8	44	44	NUM
ajst-8023	131	9	(	(	PUNCT
ajst-8023	131	10	23):56	23):56	NUM
ajst-8023	131	11	.	.	PUNCT
ajst-8023	132	1	[	[	X
ajst-8023	132	2	22	22	NUM
ajst-8023	132	3	]	]	X
ajst-8023	132	4	fu	fu	PROPN
ajst-8023	132	5	baoming	baome	VERB
ajst-8023	132	6	,	,	PUNCT
ajst-8023	132	7	wang	wang	PROPN
ajst-8023	132	8	jian	jian	PROPN
ajst-8023	132	9	,	,	PUNCT
ajst-8023	132	10	zhang	zhang	PROPN
ajst-8023	132	11	ning	ning	PROPN
ajst-8023	132	12	,	,	PUNCT
ajst-8023	132	13	xu	xu	PROPN
ajst-8023	133	1	wen	wen	PROPN
ajst-8023	133	2	.	.	PUNCT
ajst-8023	134	1	urban	urban	PROPN
ajst-8023	134	2	rail	rail	NOUN
ajst-8023	134	3	transit	transit	NOUN
ajst-8023	134	4	short	short	ADJ
ajst-8023	134	5	-	-	PUNCT
ajst-8023	134	6	term	term	NOUN
ajst-8023	134	7	passenger	passenger	NOUN
ajst-8023	134	8	flow	flow	NOUN
ajst-8023	134	9	prediction	prediction	NOUN
ajst-8023	134	10	based	base	VERB
ajst-8023	134	11	on	on	ADP
ajst-8023	134	12	cloud	cloud	NOUN
ajst-8023	134	13	model[j	model[j	PROPN
ajst-8023	134	14	]	]	X
ajst-8023	134	15	.	.	PUNCT
ajst-8023	135	1	urban	urban	ADJ
ajst-8023	135	2	rail	rail	NOUN
ajst-8023	135	3	transit	transit	NOUN
ajst-8023	135	4	research	research	NOUN
ajst-8023	135	5	,	,	PUNCT
ajst-8023	135	6	2018	2018	NUM
ajst-8023	135	7	,	,	PUNCT
ajst-8023	135	8	21(04):61	21(04):61	NUM
ajst-8023	135	9	-	-	SYM
ajst-8023	135	10	65	65	NUM
ajst-8023	135	11	.	.	PUNCT
ajst-8023	136	1	[	[	X
ajst-8023	136	2	23	23	NUM
ajst-8023	136	3	]	]	X
ajst-8023	136	4	meng	meng	PROPN
ajst-8023	136	5	hui	hui	PROPN
ajst-8023	136	6	,	,	PUNCT
ajst-8023	136	7	wang	wang	PROPN
ajst-8023	136	8	shuliang	shuliang	PROPN
ajst-8023	136	9	,	,	PUNCT
ajst-8023	136	10	li	li	PROPN
ajst-8023	136	11	deyi	deyi	PROPN
ajst-8023	136	12	concept	concept	NOUN
ajst-8023	136	13	extraction	extraction	NOUN
ajst-8023	136	14	and	and	CCONJ
ajst-8023	136	15	concept	concept	NOUN
ajst-8023	136	16	hierarchy	hierarchy	NOUN
ajst-8023	136	17	construction	construction	NOUN
ajst-8023	136	18	method	method	NOUN
ajst-8023	136	19	based	base	VERB
ajst-8023	136	20	on	on	ADP
ajst-8023	136	21	cloud	cloud	ADJ
ajst-8023	136	22	transformation	transformation	NOUN
ajst-8023	137	1	[	[	X
ajst-8023	137	2	j	j	X
ajst-8023	137	3	]	]	X
ajst-8023	137	4	.	.	PUNCT
ajst-8023	138	1	journal	journal	PROPN
ajst-8023	138	2	of	of	ADP
ajst-8023	138	3	jilin	jilin	PROPN
ajst-8023	138	4	university	university	PROPN
ajst-8023	138	5	(	(	PUNCT
ajst-8023	138	6	engineering	engineering	PROPN
ajst-8023	138	7	)	)	PUNCT
ajst-8023	138	8	,	,	PUNCT
ajst-8023	138	9	2010	2010	NUM
ajst-8023	138	10	,	,	PUNCT
ajst-8023	138	11	40(3	40(3	NUM
ajst-8023	138	12	):	):	PUNCT
ajst-8023	138	13	782	782	NUM
ajst-8023	138	14	.	.	PUNCT
ajst-8023	139	1	[	[	X
ajst-8023	139	2	24	24	NUM
ajst-8023	139	3	]	]	X
ajst-8023	139	4	chen	chen	PROPN
ajst-8023	139	5	hao	hao	PROPN
ajst-8023	139	6	,	,	PUNCT
ajst-8023	139	7	li	li	PROPN
ajst-8023	139	8	bing	bing	PROPN
ajst-8023	139	9	,	,	PUNCT
ajst-8023	139	10	liu	liu	PROPN
ajst-8023	139	11	changxing	changxing	PROPN
ajst-8023	139	12	.	.	PUNCT
ajst-8023	140	1	an	an	DET
ajst-8023	140	2	inverse	inverse	ADJ
ajst-8023	140	3	cloud	cloud	NOUN
ajst-8023	140	4	algorithm	algorithm	NOUN
ajst-8023	140	5	without	without	ADP
ajst-8023	140	6	certainty[j	certainty[j	NOUN
ajst-8023	140	7	]	]	PUNCT
ajst-8023	140	8	.	.	PUNCT
ajst-8023	141	1	small	small	ADJ
ajst-8023	141	2	microcomputer	microcomputer	NOUN
ajst-8023	141	3	system	system	NOUN
ajst-8023	141	4	,	,	PUNCT
ajst-8023	141	5	2015	2015	NUM
ajst-8023	141	6	,	,	PUNCT
ajst-8023	141	7	36(30):544	36(30):544	NUM
ajst-8023	141	8	.	.	PUNCT
ajst-8023	142	1	[	[	X
ajst-8023	142	2	25	25	NUM
ajst-8023	142	3	]	]	X
ajst-8023	142	4	lee	lee	PROPN
ajst-8023	142	5	s	s	PROPN
ajst-8023	142	6	,	,	PUNCT
ajst-8023	142	7	fambro	fambro	VERB
ajst-8023	142	8	d.application	d.application	NOUN
ajst-8023	142	9	of	of	ADP
ajst-8023	142	10	subset	subset	ADJ
ajst-8023	142	11	autoregressive	autoregressive	ADJ
ajst-8023	142	12	integrated	integrated	ADJ
ajst-8023	142	13	moving	moving	NOUN
ajst-8023	142	14	verage	verage	NOUN
ajst-8023	142	15	mode	mode	NOUN
ajst-8023	142	16	-	-	PUNCT
ajst-8023	142	17	l	l	NOUN
ajst-8023	142	18	for	for	ADP
ajst-8023	142	19	short	short	ADJ
ajst-8023	142	20	-	-	PUNCT
ajst-8023	142	21	term	term	NOUN
ajst-8023	142	22	freeway	freeway	NOUN
ajst-8023	142	23	traffic	traffic	NOUN
ajst-8023	142	24	volume	volume	NOUN
ajst-8023	142	25	forecasting[j].transportation	forecasting[j].transportation	NOUN
ajst-8023	142	26	research	research	NOUN
ajst-8023	142	27	reordjournal	reordjournal	NOUN
ajst-8023	142	28	of	of	ADP
ajst-8023	142	29	the	the	DET
ajst-8023	142	30	transportation	transportation	NOUN
ajst-8023	142	31	research	research	NOUN
ajst-8023	142	32	board,1999,1678(1):179	board,1999,1678(1):179	NOUN
ajst-8023	142	33	-	-	SYM
ajst-8023	142	34	188	188	NUM
ajst-8023	142	35	.	.	PUNCT
ajst-8023	143	1	[	[	X
ajst-8023	143	2	26	26	NUM
ajst-8023	143	3	]	]	X
ajst-8023	143	4	voort	voort	PROPN
ajst-8023	143	5	m	m	PROPN
ajst-8023	143	6	v	v	PROPN
ajst-8023	143	7	d	d	PROPN
ajst-8023	143	8	,	,	PUNCT
ajst-8023	143	9	dougherty	dougherty	PROPN
ajst-8023	143	10	m	m	PROPN
ajst-8023	143	11	,	,	PUNCT
ajst-8023	143	12	watson	watson	PROPN
ajst-8023	143	13	s.combining	s.combine	VERB
ajst-8023	143	14	kohonen	kohonen	PROPN
ajst-8023	143	15	maps	map	NOUN
ajst-8023	143	16	with	with	ADP
ajst-8023	143	17	arima	arima	PROPN
ajst-8023	143	18	tme	tme	PROPN
ajst-8023	143	19	series	series	PROPN
ajst-8023	143	20	models	model	NOUN
ajst-8023	143	21	to	to	PART
ajst-8023	143	22	forecast	forecast	VERB
ajst-8023	143	23	traffic	traffic	NOUN
ajst-8023	143	24	flow[j].transportation	flow[j].transportation	PROPN
ajst-8023	143	25	research	research	NOUN
ajst-8023	143	26	part	part	NOUN
ajst-8023	143	27	c	c	NOUN
ajst-8023	143	28	merging	merge	VERB
ajst-8023	143	29	tech	tech	PROPN
ajst-8023	143	30	nologies,1996,4(5):307	nologies,1996,4(5):307	PROPN
ajst-8023	143	31	-	-	PUNCT
ajst-8023	143	32	318	318	NUM
ajst-8023	143	33	.	.	PUNCT
ajst-8023	144	1	[	[	X
ajst-8023	144	2	27	27	NUM
ajst-8023	144	3	]	]	X
ajst-8023	144	4	yang	yang	PROPN
ajst-8023	144	5	jing	jing	PROPN
ajst-8023	144	6	,	,	PUNCT
ajst-8023	144	7	zhu	zhu	PROPN
ajst-8023	144	8	jingwei	jingwei	PROPN
ajst-8023	144	9	,	,	PUNCT
ajst-8023	144	10	liu	liu	PROPN
ajst-8023	144	11	bo	bo	PROPN
ajst-8023	144	12	,	,	PUNCT
ajst-8023	144	13	feng	feng	PROPN
ajst-8023	144	14	cheng	cheng	PROPN
ajst-8023	144	15	,	,	PUNCT
ajst-8023	144	16	zhang	zhang	PROPN
ajst-8023	144	17	hongliang	hongliang	PROPN
ajst-8023	144	18	.	.	PUNCT
ajst-8023	145	1	short	short	ADJ
ajst-8023	145	2	-	-	PUNCT
ajst-8023	145	3	term	term	NOUN
ajst-8023	145	4	passengerflow	passengerflow	NOUN
ajst-8023	145	5	prediction	prediction	NOUN
ajst-8023	145	6	of	of	ADP
ajst-8023	145	7	urban	urban	ADJ
ajst-8023	145	8	rail	rail	NOUN
ajst-8023	145	9	transit	transit	NOUN
ajst-8023	145	10	based	base	VERB
ajst-8023	145	11	on	on	ADP
ajst-8023	145	12	combined	combined	ADJ
ajst-8023	145	13	model[j	model[j	PROPN
ajst-8023	145	14	]	]	PUNCT
ajst-8023	145	15	.	.	PUNCT
ajst-8023	146	1	transportation	transportation	NOUN
ajst-8023	146	2	system	system	NOUN
ajst-8023	146	3	engineering	engineering	NOUN
ajst-8023	146	4	and	and	CCONJ
ajst-8023	146	5	information	information	NOUN
ajst-8023	146	6	,	,	PUNCT
ajst-8023	146	7	2019	2019	NUM
ajst-8023	146	8	,	,	PUNCT
ajst-8023	146	9	19(03	19(03	NUM
ajst-8023	146	10	):	):	PUNCT
ajst-8023	146	11	119	119	NUM
ajst-8023	146	12	-	-	SYM
ajst-8023	146	13	125	125	NUM
ajst-8023	146	14	.	.	PUNCT
ajst-8023	147	1	[	[	X
ajst-8023	147	2	28	28	NUM
ajst-8023	147	3	]	]	X
ajst-8023	147	4	zhang	zhang	PROPN
ajst-8023	147	5	zhiyong	zhiyong	PROPN
ajst-8023	147	6	,	,	PUNCT
ajst-8023	147	7	zhang	zhang	PROPN
ajst-8023	147	8	dandan	dandan	PROPN
ajst-8023	147	9	,	,	PUNCT
ajst-8023	147	10	jia	jia	PROPN
ajst-8023	147	11	jianlin	jianlin	PROPN
ajst-8023	147	12	,	,	PUNCT
ajst-8023	147	13	liang	liang	PROPN
ajst-8023	147	14	tianwen	tianwen	PROPN
ajst-8023	147	15	.	.	PUNCT
ajst-8023	148	1	short	short	ADJ
ajst-8023	148	2	-	-	PUNCT
ajst-8023	148	3	term	term	NOUN
ajst-8023	148	4	passenger	passenger	NOUN
ajst-8023	148	5	flow	flow	NOUN
ajst-8023	148	6	prediction	prediction	NOUN
ajst-8023	148	7	for	for	ADP
ajst-8023	148	8	rail	rail	NOUN
ajst-8023	148	9	transit	transit	NOUN
ajst-8023	148	10	stations	station	NOUN
ajst-8023	148	11	based	base	VERB
ajst-8023	148	12	on	on	ADP
ajst-8023	148	13	improved	improved	ADJ
ajst-8023	148	14	kalman	kalman	NOUN
ajst-8023	148	15	filter	filter	NOUN
ajst-8023	149	1	[	[	X
ajst-8023	149	2	j	j	X
ajst-8023	149	3	]	]	X
ajst-8023	149	4	.	.	PUNCT
ajst-8023	150	1	journal	journal	PROPN
ajst-8023	150	2	of	of	ADP
ajst-8023	150	3	wuhan	wuhan	PROPN
ajst-8023	150	4	university	university	PROPN
ajst-8023	150	5	of	of	ADP
ajst-8023	150	6	technology	technology	NOUN
ajst-8023	150	7	(	(	PUNCT
ajst-8023	150	8	transportation	transportation	NOUN
ajst-8023	150	9	science	science	NOUN
ajst-8023	150	10	and	and	CCONJ
ajst-8023	150	11	engineering	engineering	NOUN
ajst-8023	150	12	edition	edition	NOUN
ajst-8023	150	13	)	)	PUNCT
ajst-8023	150	14	,	,	PUNCT
ajst-8023	150	15	2017	2017	NUM
ajst-8023	150	16	,	,	PUNCT
ajst-8023	150	17	41(06	41(06	NUM
ajst-8023	150	18	):	):	PUNCT
ajst-8023	150	19	974	974	NUM
ajst-8023	150	20	-	-	SYM
ajst-8023	150	21	977	977	NUM
ajst-8023	150	22	.	.	PUNCT
ajst-8023	151	1	[	[	X
ajst-8023	151	2	29	29	NUM
ajst-8023	151	3	]	]	X
ajst-8023	151	4	liang	liang	PROPN
ajst-8023	151	5	qiangsheng	qiangsheng	PROPN
ajst-8023	151	6	,	,	PUNCT
ajst-8023	151	7	xu	xu	PROPN
ajst-8023	151	8	xinyue	xinyue	PROPN
ajst-8023	151	9	,	,	PUNCT
ajst-8023	151	10	liu	liu	PROPN
ajst-8023	151	11	liqiang	liqiang	PROPN
ajst-8023	151	12	.	.	PUNCT
ajst-8023	152	1	data	data	NOUN
ajst-8023	152	2	-	-	PUNCT
ajst-8023	152	3	driven	drive	VERB
ajst-8023	152	4	urban	urban	ADJ
ajst-8023	152	5	rail	rail	NOUN
ajst-8023	152	6	transit	transit	NOUN
ajst-8023	152	7	short	short	ADJ
ajst-8023	152	8	-	-	PUNCT
ajst-8023	152	9	term	term	NOUN
ajst-8023	152	10	passenger	passenger	NOUN
ajst-8023	152	11	flow	flow	NOUN
ajst-8023	152	12	prediction	prediction	NOUN
ajst-8023	152	13	model[j	model[j	PROPN
ajst-8023	152	14	]	]	PUNCT
ajst-8023	152	15	.	.	PUNCT
ajst-8023	153	1	china	china	PROPN
ajst-8023	153	2	railway	railway	PROPN
ajst-8023	153	3	science	science	PROPN
ajst-8023	153	4	,	,	PUNCT
ajst-8023	153	5	2020	2020	NUM
ajst-8023	153	6	,	,	PUNCT
ajst-8023	153	7	41(04	41(04	NOUN
ajst-8023	153	8	):	):	PUNCT
ajst-8023	153	9	153	153	NUM
ajst-8023	153	10	-	-	SYM
ajst-8023	153	11	162	162	NUM
ajst-8023	153	12	.	.	PUNCT
ajst-8023	154	1	[	[	X
ajst-8023	154	2	30	30	NUM
ajst-8023	154	3	]	]	X
ajst-8023	154	4	zhang	zhang	PROPN
ajst-8023	154	5	weilin	weilin	PROPN
ajst-8023	154	6	.	.	PUNCT
ajst-8023	155	1	research	research	NOUN
ajst-8023	155	2	on	on	ADP
ajst-8023	155	3	subway	subway	NOUN
ajst-8023	155	4	short	short	ADJ
ajst-8023	155	5	-	-	PUNCT
ajst-8023	155	6	term	term	NOUN
ajst-8023	155	7	passenger	passenger	NOUN
ajst-8023	155	8	flow	flow	NOUN
ajst-8023	155	9	prediction	prediction	NOUN
ajst-8023	155	10	method	method	NOUN
ajst-8023	155	11	basedon	basedon	NOUN
ajst-8023	155	12	deep	deep	ADJ
ajst-8023	155	13	learning	learning	NOUN
ajst-8023	156	1	[	[	X
ajst-8023	156	2	d	d	X
ajst-8023	156	3	]	]	X
ajst-8023	156	4	.	.	PUNCT
ajst-8023	157	1	university	university	PROPN
ajst-8023	157	2	of	of	ADP
ajst-8023	157	3	chinese	chinese	PROPN
ajst-8023	157	4	academy	academy	PROPN
ajst-8023	157	5	of	of	ADP
ajst-8023	157	6	sciences	sciences	PROPN
ajst-8023	157	7	(	(	PUNCT
ajst-8023	157	8	shenzhen	shenzhen	PROPN
ajst-8023	157	9	institute	institute	PROPN
ajst-8023	157	10	of	of	ADP
ajst-8023	157	11	advanced	advanced	PROPN
ajst-8023	157	12	technology	technology	NOUN
ajst-8023	157	13	,	,	PUNCT
ajst-8023	157	14	chinese	chinese	PROPN
ajst-8023	157	15	academy	academy	PROPN
ajst-8023	157	16	of	of	ADP
ajst-8023	157	17	sciences	science	NOUN
ajst-8023	157	18	)	)	PUNCT
ajst-8023	157	19	,	,	PUNCT
ajst-8023	157	20	2019	2019	NUM
ajst-8023	157	21	.	.	PUNCT
ajst-8023	158	1	[	[	X
ajst-8023	158	2	31	31	NUM
ajst-8023	158	3	]	]	X
ajst-8023	158	4	qin	qin	PROPN
ajst-8023	158	5	yifei	yifei	PROPN
ajst-8023	158	6	.	.	PUNCT
ajst-8023	159	1	short	short	ADJ
ajst-8023	159	2	-	-	PUNCT
ajst-8023	159	3	term	term	NOUN
ajst-8023	159	4	passenger	passenger	NOUN
ajst-8023	159	5	flow	flow	NOUN
ajst-8023	159	6	prediction	prediction	NOUN
ajst-8023	159	7	of	of	ADP
ajst-8023	159	8	urban	urban	ADJ
ajst-8023	159	9	rail	rail	NOUN
ajst-8023	159	10	transit	transit	NOUN
ajst-8023	159	11	stations	station	NOUN
ajst-8023	159	12	based	base	VERB
ajst-8023	159	13	on	on	ADP
ajst-8023	159	14	afc	afc	PROPN
ajst-8023	159	15	data	datum	NOUN
ajst-8023	160	1	[	[	X
ajst-8023	160	2	d	d	X
ajst-8023	160	3	]	]	X
ajst-8023	160	4	.	.	PUNCT
ajst-8023	161	1	beijing	beijing	PROPN
ajst-8023	161	2	jiaotong	jiaotong	PROPN
ajst-8023	161	3	university	university	PROPN
ajst-8023	161	4	,	,	PUNCT
ajst-8023	161	5	2019	2019	NUM
ajst-8023	161	6	.	.	PUNCT