id	sid	tid	token	lemma	pos
fumecheng-844	1	1	plane	plane	NOUN
fumecheng-844	1	2	thermoelastic	thermoelastic	ADJ
fumecheng-844	1	3	waves	wave	NOUN
fumecheng-844	1	4	in	in	ADP
fumecheng-844	1	5	infinite	infinite	ADJ
fumecheng-844	1	6	half	half	ADJ
fumecheng-844	1	7	-	-	PUNCT
fumecheng-844	1	8	space	space	NOUN
fumecheng-844	1	9	caused	cause	VERB
fumecheng-844	1	10	facta	facta	PROPN
fumecheng-844	1	11	universitatis	universitatis	PROPN
fumecheng-844	1	12	series	series	NOUN
fumecheng-844	1	13	:	:	PUNCT
fumecheng-844	1	14	mechanical	mechanical	ADJ
fumecheng-844	1	15	engineering	engineering	NOUN
fumecheng-844	1	16	vol	vol	NOUN
fumecheng-844	1	17	.	.	PROPN
fumecheng-844	2	1	13	13	NUM
fumecheng-844	2	2	,	,	PUNCT
fumecheng-844	2	3	no	no	DET
fumecheng-844	2	4	2	2	NUM
fumecheng-844	2	5	,	,	PUNCT
fumecheng-844	2	6	2015	2015	NUM
fumecheng-844	2	7	,	,	PUNCT
fumecheng-844	2	8	pp	pp	ADJ
fumecheng-844	2	9	.	.	PUNCT
fumecheng-844	3	1	133	133	NUM
fumecheng-844	3	2	141	141	NUM
fumecheng-844	3	3	1rail	1rail	NUM
fumecheng-844	3	4	traffic	traffic	NOUN
fumecheng-844	3	5	volume	volume	NOUN
fumecheng-844	3	6	estimation	estimation	NOUN
fumecheng-844	3	7	based	base	VERB
fumecheng-844	3	8	on	on	ADP
fumecheng-844	3	9	world	world	NOUN
fumecheng-844	3	10	development	development	NOUN
fumecheng-844	3	11	indicators	indicator	NOUN
fumecheng-844	3	12	udc	udc	VERB
fumecheng-844	3	13	656.2	656.2	NUM
fumecheng-844	3	14	luka	luka	PROPN
fumecheng-844	3	15	lazarević	lazarević	PROPN
fumecheng-844	3	16	,	,	PUNCT
fumecheng-844	3	17	miloš	miloš	PROPN
fumecheng-844	3	18	kovačević	kovačević	NOUN
fumecheng-844	3	19	,	,	PUNCT
fumecheng-844	3	20	zdenka	zdenka	PROPN
fumecheng-844	3	21	popović	popović	PROPN
fumecheng-844	3	22	faculty	faculty	NOUN
fumecheng-844	3	23	of	of	ADP
fumecheng-844	3	24	civil	civil	ADJ
fumecheng-844	3	25	engineering	engineering	NOUN
fumecheng-844	3	26	,	,	PUNCT
fumecheng-844	3	27	university	university	PROPN
fumecheng-844	3	28	of	of	ADP
fumecheng-844	3	29	belgrade	belgrade	PROPN
fumecheng-844	3	30	,	,	PUNCT
fumecheng-844	3	31	serbia	serbia	PROPN
fumecheng-844	3	32	abstract	abstract	ADJ
fumecheng-844	3	33	.	.	PUNCT
fumecheng-844	4	1	european	european	ADJ
fumecheng-844	4	2	transport	transport	PROPN
fumecheng-844	4	3	policy	policy	NOUN
fumecheng-844	4	4	,	,	PUNCT
fumecheng-844	4	5	defined	define	VERB
fumecheng-844	4	6	in	in	ADP
fumecheng-844	4	7	the	the	DET
fumecheng-844	4	8	white	white	PROPN
fumecheng-844	4	9	paper	paper	NOUN
fumecheng-844	4	10	,	,	PUNCT
fumecheng-844	4	11	supports	support	VERB
fumecheng-844	4	12	shift	shift	NOUN
fumecheng-844	4	13	from	from	ADP
fumecheng-844	4	14	road	road	NOUN
fumecheng-844	4	15	to	to	ADP
fumecheng-844	4	16	rail	rail	NOUN
fumecheng-844	4	17	and	and	CCONJ
fumecheng-844	4	18	waterborne	waterborne	ADJ
fumecheng-844	4	19	transport	transport	NOUN
fumecheng-844	4	20	.	.	PUNCT
fumecheng-844	5	1	the	the	DET
fumecheng-844	5	2	hypothesis	hypothesis	NOUN
fumecheng-844	5	3	of	of	ADP
fumecheng-844	5	4	the	the	DET
fumecheng-844	5	5	paper	paper	NOUN
fumecheng-844	5	6	is	be	AUX
fumecheng-844	5	7	that	that	SCONJ
fumecheng-844	5	8	changes	change	NOUN
fumecheng-844	5	9	in	in	ADP
fumecheng-844	5	10	the	the	DET
fumecheng-844	5	11	economic	economic	ADJ
fumecheng-844	5	12	environment	environment	NOUN
fumecheng-844	5	13	influence	influence	NOUN
fumecheng-844	5	14	rail	rail	NOUN
fumecheng-844	5	15	traffic	traffic	NOUN
fumecheng-844	5	16	volume	volume	NOUN
fumecheng-844	5	17	.	.	PUNCT
fumecheng-844	6	1	therefore	therefore	ADV
fumecheng-844	6	2	,	,	PUNCT
fumecheng-844	6	3	a	a	DET
fumecheng-844	6	4	model	model	NOUN
fumecheng-844	6	5	for	for	ADP
fumecheng-844	6	6	prediction	prediction	NOUN
fumecheng-844	6	7	of	of	ADP
fumecheng-844	6	8	rail	rail	NOUN
fumecheng-844	6	9	traffic	traffic	NOUN
fumecheng-844	6	10	volume	volume	NOUN
fumecheng-844	6	11	applied	apply	VERB
fumecheng-844	6	12	in	in	ADP
fumecheng-844	6	13	different	different	ADJ
fumecheng-844	6	14	economic	economic	ADJ
fumecheng-844	6	15	contexts	context	NOUN
fumecheng-844	6	16	could	could	AUX
fumecheng-844	6	17	be	be	AUX
fumecheng-844	6	18	a	a	DET
fumecheng-844	6	19	valuable	valuable	ADJ
fumecheng-844	6	20	tool	tool	NOUN
fumecheng-844	6	21	for	for	ADP
fumecheng-844	6	22	the	the	DET
fumecheng-844	6	23	transport	transport	NOUN
fumecheng-844	6	24	planners	planner	NOUN
fumecheng-844	6	25	.	.	PUNCT
fumecheng-844	7	1	the	the	DET
fumecheng-844	7	2	model	model	NOUN
fumecheng-844	7	3	was	be	AUX
fumecheng-844	7	4	built	build	VERB
fumecheng-844	7	5	using	use	VERB
fumecheng-844	7	6	common	common	ADJ
fumecheng-844	7	7	machine	machine	NOUN
fumecheng-844	7	8	learning	learn	VERB
fumecheng-844	7	9	techniques	technique	NOUN
fumecheng-844	7	10	that	that	PRON
fumecheng-844	7	11	learn	learn	VERB
fumecheng-844	7	12	from	from	ADP
fumecheng-844	7	13	the	the	DET
fumecheng-844	7	14	past	past	ADJ
fumecheng-844	7	15	experience	experience	NOUN
fumecheng-844	7	16	.	.	PUNCT
fumecheng-844	8	1	in	in	ADP
fumecheng-844	8	2	the	the	DET
fumecheng-844	8	3	model	model	NOUN
fumecheng-844	8	4	preparation	preparation	NOUN
fumecheng-844	8	5	,	,	PUNCT
fumecheng-844	8	6	world	world	NOUN
fumecheng-844	8	7	development	development	NOUN
fumecheng-844	8	8	indicators	indicator	NOUN
fumecheng-844	8	9	defined	define	VERB
fumecheng-844	8	10	by	by	ADP
fumecheng-844	8	11	the	the	DET
fumecheng-844	8	12	world	world	PROPN
fumecheng-844	8	13	bank	bank	PROPN
fumecheng-844	8	14	were	be	AUX
fumecheng-844	8	15	used	use	VERB
fumecheng-844	8	16	as	as	ADP
fumecheng-844	8	17	input	input	NOUN
fumecheng-844	8	18	parameters	parameter	NOUN
fumecheng-844	8	19	.	.	PUNCT
fumecheng-844	9	1	key	key	ADJ
fumecheng-844	9	2	words	word	NOUN
fumecheng-844	9	3	:	:	PUNCT
fumecheng-844	9	4	rail	rail	NOUN
fumecheng-844	9	5	traffic	traffic	NOUN
fumecheng-844	9	6	,	,	PUNCT
fumecheng-844	9	7	prediction	prediction	NOUN
fumecheng-844	9	8	,	,	PUNCT
fumecheng-844	9	9	machine	machine	NOUN
fumecheng-844	9	10	learning	learning	NOUN
fumecheng-844	9	11	,	,	PUNCT
fumecheng-844	9	12	world	world	PROPN
fumecheng-844	9	13	bank	bank	PROPN
fumecheng-844	9	14	,	,	PUNCT
fumecheng-844	9	15	development	development	NOUN
fumecheng-844	9	16	indicators	indicator	NOUN
fumecheng-844	9	17	1	1	NUM
fumecheng-844	9	18	.	.	PUNCT
fumecheng-844	9	19	introduction	introduction	NOUN
fumecheng-844	9	20	traffic	traffic	NOUN
fumecheng-844	9	21	volume	volume	NOUN
fumecheng-844	9	22	prediction	prediction	NOUN
fumecheng-844	9	23	is	be	AUX
fumecheng-844	9	24	very	very	ADV
fumecheng-844	9	25	important	important	ADJ
fumecheng-844	9	26	task	task	NOUN
fumecheng-844	9	27	from	from	ADP
fumecheng-844	9	28	the	the	DET
fumecheng-844	9	29	planner`s	planner`s	NOUN
fumecheng-844	9	30	point	point	NOUN
fumecheng-844	9	31	of	of	ADP
fumecheng-844	9	32	view	view	NOUN
fumecheng-844	9	33	.	.	PUNCT
fumecheng-844	10	1	it	it	PRON
fumecheng-844	10	2	can	can	AUX
fumecheng-844	10	3	be	be	AUX
fumecheng-844	10	4	used	use	VERB
fumecheng-844	10	5	for	for	ADP
fumecheng-844	10	6	different	different	ADJ
fumecheng-844	10	7	activities	activity	NOUN
fumecheng-844	10	8	such	such	ADJ
fumecheng-844	10	9	as	as	ADP
fumecheng-844	10	10	transport	transport	NOUN
fumecheng-844	10	11	market	market	NOUN
fumecheng-844	10	12	survey	survey	NOUN
fumecheng-844	10	13	and	and	CCONJ
fumecheng-844	10	14	analysis	analysis	NOUN
fumecheng-844	10	15	,	,	PUNCT
fumecheng-844	10	16	assessment	assessment	NOUN
fumecheng-844	10	17	of	of	ADP
fumecheng-844	10	18	the	the	DET
fumecheng-844	10	19	transport	transport	NOUN
fumecheng-844	10	20	market	market	NOUN
fumecheng-844	10	21	demands	demand	NOUN
fumecheng-844	10	22	and	and	CCONJ
fumecheng-844	10	23	level	level	NOUN
fumecheng-844	10	24	of	of	ADP
fumecheng-844	10	25	provided	provide	VERB
fumecheng-844	10	26	services	service	NOUN
fumecheng-844	10	27	,	,	PUNCT
fumecheng-844	10	28	development	development	NOUN
fumecheng-844	10	29	of	of	ADP
fumecheng-844	10	30	appropriate	appropriate	ADJ
fumecheng-844	10	31	plans	plan	NOUN
fumecheng-844	10	32	,	,	PUNCT
fumecheng-844	10	33	measures	measure	NOUN
fumecheng-844	10	34	and	and	CCONJ
fumecheng-844	10	35	strategies	strategy	NOUN
fumecheng-844	10	36	,	,	PUNCT
fumecheng-844	10	37	and	and	CCONJ
fumecheng-844	10	38	decision	decision	NOUN
fumecheng-844	10	39	about	about	ADP
fumecheng-844	10	40	new	new	ADJ
fumecheng-844	10	41	investments	investment	NOUN
fumecheng-844	10	42	in	in	ADP
fumecheng-844	10	43	infrastructure	infrastructure	NOUN
fumecheng-844	10	44	.	.	PUNCT
fumecheng-844	11	1	there	there	PRON
fumecheng-844	11	2	are	be	VERB
fumecheng-844	11	3	several	several	ADJ
fumecheng-844	11	4	different	different	ADJ
fumecheng-844	11	5	approaches	approach	NOUN
fumecheng-844	11	6	for	for	ADP
fumecheng-844	11	7	the	the	DET
fumecheng-844	11	8	traffic	traffic	NOUN
fumecheng-844	11	9	prediction	prediction	NOUN
fumecheng-844	11	10	,	,	PUNCT
fumecheng-844	11	11	depending	depend	VERB
fumecheng-844	11	12	on	on	ADP
fumecheng-844	11	13	the	the	DET
fumecheng-844	11	14	planner	planner	NOUN
fumecheng-844	11	15	needs	need	NOUN
fumecheng-844	11	16	.	.	PUNCT
fumecheng-844	12	1	regarding	regard	VERB
fumecheng-844	12	2	the	the	DET
fumecheng-844	12	3	time	time	NOUN
fumecheng-844	12	4	interval	interval	NOUN
fumecheng-844	12	5	,	,	PUNCT
fumecheng-844	12	6	it	it	PRON
fumecheng-844	12	7	can	can	AUX
fumecheng-844	12	8	be	be	AUX
fumecheng-844	12	9	performed	perform	VERB
fumecheng-844	12	10	as	as	ADP
fumecheng-844	12	11	a	a	DET
fumecheng-844	12	12	short	short	ADJ
fumecheng-844	12	13	-	-	PUNCT
fumecheng-844	12	14	term	term	NOUN
fumecheng-844	12	15	[	[	X
fumecheng-844	12	16	1	1	NUM
fumecheng-844	12	17	-	-	SYM
fumecheng-844	12	18	4	4	NUM
fumecheng-844	12	19	]	]	PUNCT
fumecheng-844	12	20	or	or	CCONJ
fumecheng-844	12	21	a	a	DET
fumecheng-844	12	22	long	long	ADJ
fumecheng-844	12	23	-	-	PUNCT
fumecheng-844	12	24	term	term	NOUN
fumecheng-844	12	25	prediction	prediction	NOUN
fumecheng-844	12	26	[	[	X
fumecheng-844	12	27	5	5	NUM
fumecheng-844	12	28	-	-	SYM
fumecheng-844	12	29	7	7	NUM
fumecheng-844	12	30	]	]	PUNCT
fumecheng-844	12	31	.	.	PUNCT
fumecheng-844	13	1	in	in	ADP
fumecheng-844	13	2	addition	addition	NOUN
fumecheng-844	13	3	,	,	PUNCT
fumecheng-844	13	4	the	the	DET
fumecheng-844	13	5	prediction	prediction	NOUN
fumecheng-844	13	6	could	could	AUX
fumecheng-844	13	7	be	be	AUX
fumecheng-844	13	8	performed	perform	VERB
fumecheng-844	13	9	on	on	ADP
fumecheng-844	13	10	the	the	DET
fumecheng-844	13	11	level	level	NOUN
fumecheng-844	13	12	of	of	ADP
fumecheng-844	13	13	state	state	NOUN
fumecheng-844	13	14	transport	transport	NOUN
fumecheng-844	13	15	network	network	NOUN
fumecheng-844	13	16	[	[	X
fumecheng-844	13	17	4	4	NUM
fumecheng-844	13	18	-	-	SYM
fumecheng-844	13	19	6	6	NUM
fumecheng-844	13	20	,	,	PUNCT
fumecheng-844	13	21	8	8	NUM
fumecheng-844	13	22	-	-	SYM
fumecheng-844	13	23	10	10	NUM
fumecheng-844	13	24	]	]	PUNCT
fumecheng-844	13	25	,	,	PUNCT
fumecheng-844	13	26	urban	urban	ADJ
fumecheng-844	13	27	transport	transport	NOUN
fumecheng-844	13	28	network	network	NOUN
fumecheng-844	13	29	[	[	X
fumecheng-844	13	30	2	2	NUM
fumecheng-844	13	31	,	,	PUNCT
fumecheng-844	13	32	3	3	NUM
fumecheng-844	13	33	,	,	PUNCT
fumecheng-844	13	34	7	7	NUM
fumecheng-844	13	35	,	,	PUNCT
fumecheng-844	13	36	11	11	NUM
fumecheng-844	13	37	,	,	PUNCT
fumecheng-844	13	38	12	12	NUM
fumecheng-844	13	39	]	]	PUNCT
fumecheng-844	13	40	,	,	PUNCT
fumecheng-844	13	41	or	or	CCONJ
fumecheng-844	13	42	particular	particular	ADJ
fumecheng-844	13	43	section	section	NOUN
fumecheng-844	13	44	in	in	ADP
fumecheng-844	13	45	the	the	DET
fumecheng-844	13	46	transport	transport	NOUN
fumecheng-844	13	47	network	network	NOUN
fumecheng-844	13	48	[	[	X
fumecheng-844	13	49	1	1	NUM
fumecheng-844	13	50	]	]	PUNCT
fumecheng-844	13	51	.	.	PUNCT
fumecheng-844	14	1	previous	previous	ADJ
fumecheng-844	14	2	research	research	NOUN
fumecheng-844	14	3	showed	show	VERB
fumecheng-844	14	4	that	that	SCONJ
fumecheng-844	14	5	the	the	DET
fumecheng-844	14	6	application	application	NOUN
fumecheng-844	14	7	of	of	ADP
fumecheng-844	14	8	neural	neural	ADJ
fumecheng-844	14	9	networks	network	NOUN
fumecheng-844	14	10	for	for	ADP
fumecheng-844	14	11	traffic	traffic	NOUN
fumecheng-844	14	12	prediction	prediction	NOUN
fumecheng-844	14	13	problems	problem	NOUN
fumecheng-844	14	14	provided	provide	VERB
fumecheng-844	14	15	good	good	ADJ
fumecheng-844	14	16	results	result	NOUN
fumecheng-844	14	17	[	[	X
fumecheng-844	14	18	2	2	NUM
fumecheng-844	14	19	,	,	PUNCT
fumecheng-844	14	20	3	3	NUM
fumecheng-844	14	21	,	,	PUNCT
fumecheng-844	14	22	9	9	NUM
fumecheng-844	14	23	,	,	PUNCT
fumecheng-844	14	24	11	11	NUM
fumecheng-844	14	25	,	,	PUNCT
fumecheng-844	14	26	12	12	NUM
fumecheng-844	14	27	]	]	PUNCT
fumecheng-844	14	28	.	.	PUNCT
fumecheng-844	15	1	neural	neural	ADJ
fumecheng-844	15	2	networks	network	NOUN
fumecheng-844	15	3	(	(	PUNCT
fumecheng-844	15	4	nn	nn	NOUN
fumecheng-844	15	5	)	)	PUNCT
fumecheng-844	15	6	exhibited	exhibit	VERB
fumecheng-844	15	7	the	the	DET
fumecheng-844	15	8	flexibility	flexibility	NOUN
fumecheng-844	15	9	in	in	ADP
fumecheng-844	15	10	modeling	model	VERB
fumecheng-844	15	11	complex	complex	ADJ
fumecheng-844	15	12	datasets	dataset	NOUN
fumecheng-844	15	13	with	with	ADP
fumecheng-844	15	14	possible	possible	ADJ
fumecheng-844	15	15	nonlinearities	nonlinearitie	NOUN
fumecheng-844	15	16	or	or	CCONJ
fumecheng-844	15	17	missing	miss	VERB
fumecheng-844	15	18	data	datum	NOUN
fumecheng-844	15	19	[	[	X
fumecheng-844	15	20	13	13	NUM
fumecheng-844	15	21	]	]	PUNCT
fumecheng-844	15	22	.	.	PUNCT
fumecheng-844	16	1	further	far	ADV
fumecheng-844	16	2	,	,	PUNCT
fumecheng-844	16	3	support	support	VERB
fumecheng-844	16	4	vector	vector	NOUN
fumecheng-844	16	5	machines	machine	NOUN
fumecheng-844	16	6	(	(	PUNCT
fumecheng-844	16	7	svm	svm	PROPN
fumecheng-844	16	8	)	)	PUNCT
fumecheng-844	16	9	provided	provide	VERB
fumecheng-844	16	10	good	good	ADJ
fumecheng-844	16	11	prediction	prediction	NOUN
fumecheng-844	16	12	results	result	NOUN
fumecheng-844	16	13	in	in	ADP
fumecheng-844	16	14	some	some	DET
fumecheng-844	16	15	cases	case	NOUN
fumecheng-844	16	16	[	[	X
fumecheng-844	16	17	6	6	NUM
fumecheng-844	16	18	,	,	PUNCT
fumecheng-844	16	19	7	7	NUM
fumecheng-844	16	20	]	]	PUNCT
fumecheng-844	16	21	.	.	PUNCT
fumecheng-844	17	1	received	receive	VERB
fumecheng-844	17	2	january	january	PROPN
fumecheng-844	17	3	30	30	NUM
fumecheng-844	17	4	,	,	PUNCT
fumecheng-844	17	5	2015	2015	NUM
fumecheng-844	17	6	/	/	SYM
fumecheng-844	17	7	accepted	accept	VERB
fumecheng-844	17	8	april	april	PROPN
fumecheng-844	17	9	15	15	NUM
fumecheng-844	17	10	,	,	PUNCT
fumecheng-844	17	11	2015	2015	NUM
fumecheng-844	17	12	corresponding	correspond	VERB
fumecheng-844	17	13	author	author	NOUN
fumecheng-844	17	14	:	:	PUNCT
fumecheng-844	17	15	luka	luka	PROPN
fumecheng-844	17	16	lazarević	lazarević	PROPN
fumecheng-844	17	17	faculty	faculty	NOUN
fumecheng-844	17	18	of	of	ADP
fumecheng-844	17	19	civil	civil	ADJ
fumecheng-844	17	20	engineering	engineering	NOUN
fumecheng-844	17	21	,	,	PUNCT
fumecheng-844	17	22	university	university	PROPN
fumecheng-844	17	23	of	of	ADP
fumecheng-844	17	24	belgrade	belgrade	PROPN
fumecheng-844	17	25	,	,	PUNCT
fumecheng-844	17	26	bulevar	bulevar	PROPN
fumecheng-844	17	27	kralja	kralja	NOUN
fumecheng-844	17	28	aleksandra	aleksandra	PROPN
fumecheng-844	17	29	73	73	NUM
fumecheng-844	17	30	,	,	PUNCT
fumecheng-844	17	31	belgrade	belgrade	PROPN
fumecheng-844	17	32	,	,	PUNCT
fumecheng-844	17	33	serbia	serbia	PROPN
fumecheng-844	17	34	e	e	NOUN
fumecheng-844	17	35	-	-	NOUN
fumecheng-844	17	36	mail	mail	NOUN
fumecheng-844	17	37	:	:	PUNCT
fumecheng-844	17	38	llazarevic@grf.bg.ac.rs	llazarevic@grf.bg.ac.r	VERB
fumecheng-844	17	39	original	original	ADJ
fumecheng-844	17	40	scientific	scientific	ADJ
fumecheng-844	17	41	paper	paper	NOUN
fumecheng-844	17	42	134	134	NUM
fumecheng-844	17	43	l.	l.	PROPN
fumecheng-844	17	44	lazarević	lazarević	PROPN
fumecheng-844	17	45	,	,	PUNCT
fumecheng-844	17	46	m.	m.	PROPN
fumecheng-844	17	47	kovaĉević	kovaĉević	PROPN
fumecheng-844	17	48	,	,	PUNCT
fumecheng-844	17	49	z.	z.	PROPN
fumecheng-844	17	50	popović	popović	PROPN
fumecheng-844	17	51	qi	qi	PROPN
fumecheng-844	17	52	et	et	PROPN
fumecheng-844	17	53	al	al	PROPN
fumecheng-844	17	54	.	.	PROPN
fumecheng-844	18	1	used	use	VERB
fumecheng-844	18	2	neural	neural	ADJ
fumecheng-844	18	3	tree	tree	NOUN
fumecheng-844	18	4	model	model	NOUN
fumecheng-844	18	5	for	for	ADP
fumecheng-844	18	6	prediction	prediction	NOUN
fumecheng-844	18	7	of	of	ADP
fumecheng-844	18	8	railway	railway	NOUN
fumecheng-844	18	9	passenger	passenger	NOUN
fumecheng-844	18	10	traffic	traffic	NOUN
fumecheng-844	18	11	.	.	PUNCT
fumecheng-844	19	1	this	this	DET
fumecheng-844	19	2	model	model	NOUN
fumecheng-844	19	3	provided	provide	VERB
fumecheng-844	19	4	better	well	ADJ
fumecheng-844	19	5	results	result	NOUN
fumecheng-844	19	6	than	than	ADP
fumecheng-844	19	7	nn	nn	ADV
fumecheng-844	19	8	and	and	CCONJ
fumecheng-844	19	9	svm	svm	VERB
fumecheng-844	19	10	[	[	X
fumecheng-844	19	11	10	10	NUM
fumecheng-844	19	12	]	]	PUNCT
fumecheng-844	19	13	.	.	PUNCT
fumecheng-844	20	1	the	the	DET
fumecheng-844	20	2	similar	similar	ADJ
fumecheng-844	20	3	approach	approach	NOUN
fumecheng-844	20	4	was	be	AUX
fumecheng-844	20	5	applied	apply	VERB
fumecheng-844	20	6	in	in	ADP
fumecheng-844	20	7	the	the	DET
fumecheng-844	20	8	research	research	NOUN
fumecheng-844	20	9	by	by	ADP
fumecheng-844	20	10	zhuo	zhuo	PROPN
fumecheng-844	20	11	et	et	PROPN
fumecheng-844	20	12	al	al	PROPN
fumecheng-844	21	1	[	[	X
fumecheng-844	21	2	9	9	NUM
fumecheng-844	21	3	]	]	PUNCT
fumecheng-844	21	4	.	.	PUNCT
fumecheng-844	22	1	this	this	DET
fumecheng-844	22	2	research	research	NOUN
fumecheng-844	22	3	applied	apply	VERB
fumecheng-844	22	4	back	back	ADP
fumecheng-844	22	5	propagation	propagation	NOUN
fumecheng-844	22	6	nn	nn	PROPN
fumecheng-844	22	7	to	to	PART
fumecheng-844	22	8	predict	predict	VERB
fumecheng-844	22	9	railway	railway	NOUN
fumecheng-844	22	10	passenger	passenger	NOUN
fumecheng-844	22	11	volume	volume	NOUN
fumecheng-844	22	12	resulting	result	VERB
fumecheng-844	22	13	in	in	ADP
fumecheng-844	22	14	quick	quick	ADJ
fumecheng-844	22	15	convergence	convergence	NOUN
fumecheng-844	22	16	and	and	CCONJ
fumecheng-844	22	17	high	high	ADJ
fumecheng-844	22	18	accuracy	accuracy	NOUN
fumecheng-844	22	19	.	.	PUNCT
fumecheng-844	23	1	both	both	DET
fumecheng-844	23	2	studies	study	NOUN
fumecheng-844	23	3	implied	imply	VERB
fumecheng-844	23	4	time	time	NOUN
fumecheng-844	23	5	-	-	PUNCT
fumecheng-844	23	6	series	series	NOUN
fumecheng-844	23	7	analysis	analysis	NOUN
fumecheng-844	23	8	.	.	PUNCT
fumecheng-844	24	1	li	li	PROPN
fumecheng-844	24	2	et	et	PROPN
fumecheng-844	24	3	al	al	PROPN
fumecheng-844	24	4	.	.	PROPN
fumecheng-844	24	5	proposed	propose	VERB
fumecheng-844	24	6	factors	factor	NOUN
fumecheng-844	24	7	of	of	ADP
fumecheng-844	24	8	urban	urban	ADJ
fumecheng-844	24	9	rail	rail	NOUN
fumecheng-844	24	10	transit	transit	NOUN
fumecheng-844	24	11	flow	flow	NOUN
fumecheng-844	24	12	,	,	PUNCT
fumecheng-844	24	13	which	which	PRON
fumecheng-844	24	14	were	be	AUX
fumecheng-844	24	15	used	use	VERB
fumecheng-844	24	16	in	in	ADP
fumecheng-844	24	17	the	the	DET
fumecheng-844	24	18	prediction	prediction	NOUN
fumecheng-844	24	19	of	of	ADP
fumecheng-844	24	20	shanghai	shanghai	PROPN
fumecheng-844	24	21	metro	metro	PROPN
fumecheng-844	24	22	traffic	traffic	NOUN
fumecheng-844	25	1	[	[	X
fumecheng-844	25	2	7	7	NUM
fumecheng-844	25	3	]	]	PUNCT
fumecheng-844	25	4	.	.	PUNCT
fumecheng-844	26	1	research	research	NOUN
fumecheng-844	26	2	by	by	ADP
fumecheng-844	26	3	griskeviciene	griskeviciene	PROPN
fumecheng-844	26	4	et	et	PROPN
fumecheng-844	26	5	al	al	PROPN
fumecheng-844	26	6	.	.	PUNCT
fumecheng-844	27	1	[	[	X
fumecheng-844	27	2	5	5	NUM
fumecheng-844	27	3	]	]	PUNCT
fumecheng-844	27	4	proposed	propose	VERB
fumecheng-844	27	5	key	key	ADJ
fumecheng-844	27	6	macroeconomic	macroeconomic	ADJ
fumecheng-844	27	7	indicators	indicator	NOUN
fumecheng-844	27	8	that	that	PRON
fumecheng-844	27	9	are	be	AUX
fumecheng-844	27	10	related	relate	VERB
fumecheng-844	27	11	to	to	ADP
fumecheng-844	27	12	railway	railway	NOUN
fumecheng-844	27	13	traffic	traffic	NOUN
fumecheng-844	27	14	.	.	PUNCT
fumecheng-844	28	1	the	the	DET
fumecheng-844	28	2	prediction	prediction	NOUN
fumecheng-844	28	3	model	model	NOUN
fumecheng-844	28	4	was	be	AUX
fumecheng-844	28	5	developed	develop	VERB
fumecheng-844	28	6	using	use	VERB
fumecheng-844	28	7	previous	previous	ADJ
fumecheng-844	28	8	statistical	statistical	ADJ
fumecheng-844	28	9	data	datum	NOUN
fumecheng-844	28	10	,	,	PUNCT
fumecheng-844	28	11	and	and	CCONJ
fumecheng-844	28	12	applied	apply	VERB
fumecheng-844	28	13	in	in	ADP
fumecheng-844	28	14	three	three	NUM
fumecheng-844	28	15	prospective	prospective	ADJ
fumecheng-844	28	16	scenarios	scenario	NOUN
fumecheng-844	28	17	optimistic	optimistic	ADJ
fumecheng-844	28	18	,	,	PUNCT
fumecheng-844	28	19	basic	basic	ADJ
fumecheng-844	28	20	(	(	PUNCT
fumecheng-844	28	21	realistic	realistic	ADJ
fumecheng-844	28	22	)	)	PUNCT
fumecheng-844	28	23	and	and	CCONJ
fumecheng-844	28	24	pessimistic	pessimistic	ADJ
fumecheng-844	28	25	,	,	PUNCT
fumecheng-844	28	26	for	for	ADP
fumecheng-844	28	27	prediction	prediction	NOUN
fumecheng-844	28	28	of	of	ADP
fumecheng-844	28	29	long	long	ADJ
fumecheng-844	28	30	-	-	PUNCT
fumecheng-844	28	31	term	term	NOUN
fumecheng-844	28	32	freight	freight	NOUN
fumecheng-844	28	33	traffic	traffic	NOUN
fumecheng-844	28	34	on	on	ADP
fumecheng-844	28	35	railway	railway	NOUN
fumecheng-844	28	36	corridors	corridor	NOUN
fumecheng-844	28	37	ix	ix	ADV
fumecheng-844	29	1	and	and	CCONJ
fumecheng-844	29	2	i	i	PRON
fumecheng-844	29	3	in	in	ADP
fumecheng-844	29	4	lithuania	lithuania	PROPN
fumecheng-844	29	5	.	.	PUNCT
fumecheng-844	30	1	the	the	DET
fumecheng-844	30	2	aim	aim	NOUN
fumecheng-844	30	3	of	of	ADP
fumecheng-844	30	4	this	this	DET
fumecheng-844	30	5	paper	paper	NOUN
fumecheng-844	30	6	is	be	AUX
fumecheng-844	30	7	creation	creation	NOUN
fumecheng-844	30	8	of	of	ADP
fumecheng-844	30	9	a	a	DET
fumecheng-844	30	10	data	data	NOUN
fumecheng-844	30	11	driven	drive	VERB
fumecheng-844	30	12	model	model	NOUN
fumecheng-844	30	13	for	for	ADP
fumecheng-844	30	14	prediction	prediction	NOUN
fumecheng-844	30	15	of	of	ADP
fumecheng-844	30	16	changes	change	NOUN
fumecheng-844	30	17	in	in	ADP
fumecheng-844	30	18	rail	rail	NOUN
fumecheng-844	30	19	traffic	traffic	NOUN
fumecheng-844	30	20	volume	volume	NOUN
fumecheng-844	30	21	based	base	VERB
fumecheng-844	30	22	on	on	ADP
fumecheng-844	30	23	the	the	DET
fumecheng-844	30	24	changes	change	NOUN
fumecheng-844	30	25	in	in	ADP
fumecheng-844	30	26	economic	economic	ADJ
fumecheng-844	30	27	parameters	parameter	NOUN
fumecheng-844	30	28	.	.	PUNCT
fumecheng-844	31	1	world	world	NOUN
fumecheng-844	31	2	development	development	NOUN
fumecheng-844	31	3	indicators	indicator	NOUN
fumecheng-844	31	4	defined	define	VERB
fumecheng-844	31	5	by	by	ADP
fumecheng-844	31	6	the	the	DET
fumecheng-844	31	7	world	world	PROPN
fumecheng-844	31	8	bank	bank	PROPN
fumecheng-844	31	9	[	[	X
fumecheng-844	31	10	14	14	NUM
fumecheng-844	31	11	]	]	PUNCT
fumecheng-844	31	12	were	be	AUX
fumecheng-844	31	13	used	use	VERB
fumecheng-844	31	14	as	as	ADP
fumecheng-844	31	15	inputs	input	NOUN
fumecheng-844	31	16	to	to	ADP
fumecheng-844	31	17	the	the	DET
fumecheng-844	31	18	proposed	propose	VERB
fumecheng-844	31	19	models	model	NOUN
fumecheng-844	31	20	.	.	PUNCT
fumecheng-844	32	1	two	two	NUM
fumecheng-844	32	2	countries	country	NOUN
fumecheng-844	32	3	were	be	AUX
fumecheng-844	32	4	chosen	choose	VERB
fumecheng-844	32	5	for	for	ADP
fumecheng-844	32	6	the	the	DET
fumecheng-844	32	7	creation	creation	NOUN
fumecheng-844	32	8	of	of	ADP
fumecheng-844	32	9	the	the	DET
fumecheng-844	32	10	model	model	NOUN
fumecheng-844	32	11	,	,	PUNCT
fumecheng-844	32	12	serbia	serbia	PROPN
fumecheng-844	32	13	and	and	CCONJ
fumecheng-844	32	14	austria	austria	PROPN
fumecheng-844	32	15	,	,	PUNCT
fumecheng-844	32	16	since	since	SCONJ
fumecheng-844	32	17	they	they	PRON
fumecheng-844	32	18	have	have	VERB
fumecheng-844	32	19	similar	similar	ADJ
fumecheng-844	32	20	area	area	NOUN
fumecheng-844	32	21	,	,	PUNCT
fumecheng-844	32	22	population	population	NOUN
fumecheng-844	32	23	and	and	CCONJ
fumecheng-844	32	24	population	population	NOUN
fumecheng-844	32	25	density	density	NOUN
fumecheng-844	33	1	[	[	X
fumecheng-844	33	2	15	15	NUM
fumecheng-844	33	3	]	]	PUNCT
fumecheng-844	33	4	.	.	PUNCT
fumecheng-844	34	1	the	the	DET
fumecheng-844	34	2	freight	freight	NOUN
fumecheng-844	34	3	and	and	CCONJ
fumecheng-844	34	4	passenger	passenger	NOUN
fumecheng-844	34	5	traffic	traffic	NOUN
fumecheng-844	34	6	were	be	AUX
fumecheng-844	34	7	separately	separately	ADV
fumecheng-844	34	8	analysed	analyse	VERB
fumecheng-844	34	9	for	for	ADP
fumecheng-844	34	10	both	both	DET
fumecheng-844	34	11	countries	country	NOUN
fumecheng-844	34	12	.	.	PUNCT
fumecheng-844	35	1	the	the	DET
fumecheng-844	35	2	models	model	NOUN
fumecheng-844	35	3	were	be	AUX
fumecheng-844	35	4	developed	develop	VERB
fumecheng-844	35	5	using	use	VERB
fumecheng-844	35	6	weka	weka	PROPN
fumecheng-844	35	7	3	3	NUM
fumecheng-844	35	8	software	software	NOUN
fumecheng-844	35	9	,	,	PUNCT
fumecheng-844	35	10	a	a	DET
fumecheng-844	35	11	collection	collection	NOUN
fumecheng-844	35	12	of	of	ADP
fumecheng-844	35	13	machine	machine	NOUN
fumecheng-844	35	14	learning	learn	VERB
fumecheng-844	35	15	algorithms	algorithm	NOUN
fumecheng-844	35	16	for	for	ADP
fumecheng-844	35	17	data	data	NOUN
fumecheng-844	35	18	mining	mining	NOUN
fumecheng-844	35	19	tasks	task	NOUN
fumecheng-844	35	20	,	,	PUNCT
fumecheng-844	35	21	developed	develop	VERB
fumecheng-844	35	22	at	at	ADP
fumecheng-844	35	23	the	the	DET
fumecheng-844	35	24	university	university	NOUN
fumecheng-844	35	25	of	of	ADP
fumecheng-844	35	26	waikato	waikato	NOUN
fumecheng-844	36	1	[	[	X
fumecheng-844	36	2	16	16	NUM
fumecheng-844	36	3	,	,	PUNCT
fumecheng-844	36	4	17	17	NUM
fumecheng-844	36	5	]	]	PUNCT
fumecheng-844	36	6	.	.	PUNCT
fumecheng-844	37	1	2	2	X
fumecheng-844	37	2	.	.	X
fumecheng-844	37	3	data	datum	NOUN
fumecheng-844	37	4	representation	representation	NOUN
fumecheng-844	37	5	the	the	DET
fumecheng-844	37	6	first	first	ADJ
fumecheng-844	37	7	task	task	NOUN
fumecheng-844	37	8	was	be	AUX
fumecheng-844	37	9	to	to	PART
fumecheng-844	37	10	choose	choose	VERB
fumecheng-844	37	11	the	the	DET
fumecheng-844	37	12	appropriate	appropriate	ADJ
fumecheng-844	37	13	data	datum	NOUN
fumecheng-844	37	14	representation	representation	NOUN
fumecheng-844	37	15	and	and	CCONJ
fumecheng-844	37	16	prepare	prepare	VERB
fumecheng-844	37	17	a	a	DET
fumecheng-844	37	18	dataset	dataset	NOUN
fumecheng-844	37	19	that	that	PRON
fumecheng-844	37	20	will	will	AUX
fumecheng-844	37	21	be	be	AUX
fumecheng-844	37	22	used	use	VERB
fumecheng-844	37	23	for	for	ADP
fumecheng-844	37	24	building	building	NOUN
fumecheng-844	37	25	and	and	CCONJ
fumecheng-844	37	26	validation	validation	NOUN
fumecheng-844	37	27	of	of	ADP
fumecheng-844	37	28	the	the	DET
fumecheng-844	37	29	proposed	propose	VERB
fumecheng-844	37	30	prediction	prediction	NOUN
fumecheng-844	37	31	models	model	NOUN
fumecheng-844	37	32	.	.	PUNCT
fumecheng-844	38	1	as	as	SCONJ
fumecheng-844	38	2	it	it	PRON
fumecheng-844	38	3	was	be	AUX
fumecheng-844	38	4	stated	state	VERB
fumecheng-844	38	5	above	above	ADP
fumecheng-844	38	6	,	,	PUNCT
fumecheng-844	38	7	world	world	NOUN
fumecheng-844	38	8	development	development	NOUN
fumecheng-844	38	9	indicators	indicator	NOUN
fumecheng-844	38	10	were	be	AUX
fumecheng-844	38	11	chosen	choose	VERB
fumecheng-844	38	12	as	as	ADP
fumecheng-844	38	13	economic	economic	ADJ
fumecheng-844	38	14	parameters	parameter	NOUN
fumecheng-844	38	15	to	to	PART
fumecheng-844	38	16	represent	represent	VERB
fumecheng-844	38	17	the	the	DET
fumecheng-844	38	18	predictors	predictor	NOUN
fumecheng-844	38	19	of	of	ADP
fumecheng-844	38	20	the	the	DET
fumecheng-844	38	21	traffic	traffic	NOUN
fumecheng-844	38	22	for	for	ADP
fumecheng-844	38	23	each	each	DET
fumecheng-844	38	24	year	year	NOUN
fumecheng-844	38	25	in	in	ADP
fumecheng-844	38	26	both	both	DET
fumecheng-844	38	27	countries	country	NOUN
fumecheng-844	38	28	.	.	PUNCT
fumecheng-844	39	1	world	world	PROPN
fumecheng-844	39	2	bank	bank	PROPN
fumecheng-844	39	3	(	(	PUNCT
fumecheng-844	39	4	wb	wb	NOUN
fumecheng-844	39	5	)	)	PUNCT
fumecheng-844	39	6	defines	define	VERB
fumecheng-844	39	7	1356	1356	NUM
fumecheng-844	39	8	indicators	indicator	NOUN
fumecheng-844	39	9	divided	divide	VERB
fumecheng-844	39	10	into	into	ADP
fumecheng-844	39	11	ten	ten	NUM
fumecheng-844	39	12	groups	group	NOUN
fumecheng-844	39	13	:	:	PUNCT
fumecheng-844	39	14	education	education	NOUN
fumecheng-844	39	15	(	(	PUNCT
fumecheng-844	39	16	103	103	NUM
fumecheng-844	39	17	)	)	PUNCT
fumecheng-844	39	18	,	,	PUNCT
fumecheng-844	39	19	environment	environment	NOUN
fumecheng-844	39	20	(	(	PUNCT
fumecheng-844	39	21	136	136	NUM
fumecheng-844	39	22	)	)	PUNCT
fumecheng-844	39	23	,	,	PUNCT
fumecheng-844	39	24	economic	economic	ADJ
fumecheng-844	39	25	policy	policy	NOUN
fumecheng-844	39	26	and	and	CCONJ
fumecheng-844	39	27	debt	debt	NOUN
fumecheng-844	39	28	(	(	PUNCT
fumecheng-844	39	29	506	506	NUM
fumecheng-844	39	30	)	)	PUNCT
fumecheng-844	39	31	,	,	PUNCT
fumecheng-844	39	32	financial	financial	ADJ
fumecheng-844	39	33	sector	sector	NOUN
fumecheng-844	39	34	(	(	PUNCT
fumecheng-844	39	35	50	50	NUM
fumecheng-844	39	36	)	)	PUNCT
fumecheng-844	39	37	,	,	PUNCT
fumecheng-844	39	38	health	health	NOUN
fumecheng-844	39	39	(	(	PUNCT
fumecheng-844	39	40	122	122	NUM
fumecheng-844	39	41	)	)	PUNCT
fumecheng-844	39	42	,	,	PUNCT
fumecheng-844	39	43	infrastructure	infrastructure	NOUN
fumecheng-844	39	44	(	(	PUNCT
fumecheng-844	39	45	36	36	NUM
fumecheng-844	39	46	)	)	PUNCT
fumecheng-844	39	47	,	,	PUNCT
fumecheng-844	39	48	social	social	ADJ
fumecheng-844	39	49	protection	protection	NOUN
fumecheng-844	39	50	and	and	CCONJ
fumecheng-844	39	51	labor	labor	NOUN
fumecheng-844	39	52	(	(	PUNCT
fumecheng-844	39	53	148	148	NUM
fumecheng-844	39	54	)	)	PUNCT
fumecheng-844	39	55	,	,	PUNCT
fumecheng-844	39	56	poverty	poverty	NOUN
fumecheng-844	39	57	(	(	PUNCT
fumecheng-844	39	58	22	22	NUM
fumecheng-844	39	59	)	)	PUNCT
fumecheng-844	39	60	,	,	PUNCT
fumecheng-844	39	61	private	private	ADJ
fumecheng-844	39	62	sector	sector	NOUN
fumecheng-844	39	63	and	and	CCONJ
fumecheng-844	39	64	trade	trade	NOUN
fumecheng-844	39	65	(	(	PUNCT
fumecheng-844	39	66	151	151	NUM
fumecheng-844	39	67	)	)	PUNCT
fumecheng-844	39	68	,	,	PUNCT
fumecheng-844	39	69	and	and	CCONJ
fumecheng-844	39	70	public	public	ADJ
fumecheng-844	39	71	sector	sector	NOUN
fumecheng-844	39	72	(	(	PUNCT
fumecheng-844	39	73	82	82	NUM
fumecheng-844	39	74	)	)	PUNCT
fumecheng-844	39	75	.	.	PUNCT
fumecheng-844	40	1	more	more	ADJ
fumecheng-844	40	2	details	detail	NOUN
fumecheng-844	40	3	about	about	ADP
fumecheng-844	40	4	these	these	DET
fumecheng-844	40	5	indicators	indicator	NOUN
fumecheng-844	40	6	can	can	AUX
fumecheng-844	40	7	be	be	AUX
fumecheng-844	40	8	found	find	VERB
fumecheng-844	40	9	on	on	ADP
fumecheng-844	40	10	the	the	DET
fumecheng-844	40	11	wb	wb	PROPN
fumecheng-844	40	12	website	website	NOUN
fumecheng-844	40	13	(	(	PUNCT
fumecheng-844	40	14	http://data.worldbank.org	http://data.worldbank.org	NOUN
fumecheng-844	40	15	)	)	PUNCT
fumecheng-844	40	16	.	.	PUNCT
fumecheng-844	41	1	two	two	NUM
fumecheng-844	41	2	of	of	ADP
fumecheng-844	41	3	the	the	DET
fumecheng-844	41	4	infrastructure	infrastructure	NOUN
fumecheng-844	41	5	indicators	indicator	NOUN
fumecheng-844	41	6	represent	represent	VERB
fumecheng-844	41	7	data	datum	NOUN
fumecheng-844	41	8	about	about	ADP
fumecheng-844	41	9	freight	freight	NOUN
fumecheng-844	41	10	and	and	CCONJ
fumecheng-844	41	11	passenger	passenger	NOUN
fumecheng-844	41	12	rail	rail	NOUN
fumecheng-844	41	13	traffic	traffic	NOUN
fumecheng-844	41	14	(	(	PUNCT
fumecheng-844	41	15	target	target	VERB
fumecheng-844	41	16	values	value	NOUN
fumecheng-844	41	17	to	to	PART
fumecheng-844	41	18	predict	predict	VERB
fumecheng-844	41	19	)	)	PUNCT
fumecheng-844	41	20	.	.	PUNCT
fumecheng-844	42	1	wb	wb	PROPN
fumecheng-844	42	2	databank	databank	PROPN
fumecheng-844	42	3	provides	provide	VERB
fumecheng-844	42	4	rail	rail	NOUN
fumecheng-844	42	5	traffic	traffic	NOUN
fumecheng-844	42	6	data	datum	NOUN
fumecheng-844	42	7	from	from	ADP
fumecheng-844	42	8	1980	1980	NUM
fumecheng-844	42	9	to	to	ADP
fumecheng-844	42	10	2012	2012	NUM
fumecheng-844	42	11	.	.	PUNCT
fumecheng-844	43	1	therefore	therefore	ADV
fumecheng-844	43	2	this	this	DET
fumecheng-844	43	3	time	time	NOUN
fumecheng-844	43	4	range	range	NOUN
fumecheng-844	43	5	was	be	AUX
fumecheng-844	43	6	chosen	choose	VERB
fumecheng-844	43	7	to	to	PART
fumecheng-844	43	8	build	build	VERB
fumecheng-844	43	9	the	the	DET
fumecheng-844	43	10	proposed	propose	VERB
fumecheng-844	43	11	models	model	NOUN
fumecheng-844	43	12	.	.	PUNCT
fumecheng-844	44	1	since	since	SCONJ
fumecheng-844	44	2	the	the	DET
fumecheng-844	44	3	indicators	indicator	NOUN
fumecheng-844	44	4	have	have	VERB
fumecheng-844	44	5	different	different	ADJ
fumecheng-844	44	6	orders	order	NOUN
fumecheng-844	44	7	of	of	ADP
fumecheng-844	44	8	magnitude	magnitude	NOUN
fumecheng-844	44	9	and	and	CCONJ
fumecheng-844	44	10	measure	measure	NOUN
fumecheng-844	44	11	units	unit	NOUN
fumecheng-844	44	12	,	,	PUNCT
fumecheng-844	44	13	their	their	PRON
fumecheng-844	44	14	values	value	NOUN
fumecheng-844	44	15	were	be	AUX
fumecheng-844	44	16	replaced	replace	VERB
fumecheng-844	44	17	with	with	ADP
fumecheng-844	44	18	relative	relative	ADJ
fumecheng-844	44	19	changes	change	NOUN
fumecheng-844	44	20	(	(	PUNCT
fumecheng-844	44	21	changes	change	NOUN
fumecheng-844	44	22	in	in	ADP
fumecheng-844	44	23	percentage	percentage	NOUN
fumecheng-844	44	24	comparing	compare	VERB
fumecheng-844	44	25	to	to	ADP
fumecheng-844	44	26	the	the	DET
fumecheng-844	44	27	previous	previous	ADJ
fumecheng-844	44	28	year	year	NOUN
fumecheng-844	44	29	)	)	PUNCT
fumecheng-844	44	30	.	.	PUNCT
fumecheng-844	45	1	modifications	modification	NOUN
fumecheng-844	45	2	on	on	ADP
fumecheng-844	45	3	the	the	DET
fumecheng-844	45	4	initial	initial	ADJ
fumecheng-844	45	5	dataset	dataset	NOUN
fumecheng-844	45	6	enabled	enable	VERB
fumecheng-844	45	7	better	well	ADJ
fumecheng-844	45	8	analysis	analysis	NOUN
fumecheng-844	45	9	of	of	ADP
fumecheng-844	45	10	the	the	DET
fumecheng-844	45	11	correlation	correlation	NOUN
fumecheng-844	45	12	between	between	ADP
fumecheng-844	45	13	economic	economic	ADJ
fumecheng-844	45	14	changes	change	NOUN
fumecheng-844	45	15	and	and	CCONJ
fumecheng-844	45	16	changes	change	NOUN
fumecheng-844	45	17	in	in	ADP
fumecheng-844	45	18	rail	rail	NOUN
fumecheng-844	45	19	traffic	traffic	NOUN
fumecheng-844	45	20	.	.	PUNCT
fumecheng-844	46	1	from	from	ADP
fumecheng-844	46	2	the	the	DET
fumecheng-844	46	3	aspect	aspect	NOUN
fumecheng-844	46	4	of	of	ADP
fumecheng-844	46	5	machine	machine	NOUN
fumecheng-844	46	6	learning	learning	NOUN
fumecheng-844	46	7	,	,	PUNCT
fumecheng-844	46	8	relative	relative	ADJ
fumecheng-844	46	9	changes	change	NOUN
fumecheng-844	46	10	of	of	ADP
fumecheng-844	46	11	world	world	NOUN
fumecheng-844	46	12	development	development	NOUN
fumecheng-844	46	13	indicators	indicator	NOUN
fumecheng-844	46	14	represent	represent	VERB
fumecheng-844	46	15	numerical	numerical	ADJ
fumecheng-844	46	16	attributes	attribute	NOUN
fumecheng-844	46	17	.	.	PUNCT
fumecheng-844	47	1	on	on	ADP
fumecheng-844	47	2	the	the	DET
fumecheng-844	47	3	other	other	ADJ
fumecheng-844	47	4	hand	hand	NOUN
fumecheng-844	47	5	,	,	PUNCT
fumecheng-844	47	6	relative	relative	ADJ
fumecheng-844	47	7	changes	change	NOUN
fumecheng-844	47	8	of	of	ADP
fumecheng-844	47	9	rail	rail	NOUN
fumecheng-844	47	10	traffic	traffic	NOUN
fumecheng-844	47	11	were	be	AUX
fumecheng-844	47	12	represented	represent	VERB
fumecheng-844	47	13	as	as	ADP
fumecheng-844	47	14	nominal	nominal	ADJ
fumecheng-844	47	15	values	value	NOUN
fumecheng-844	47	16	(	(	PUNCT
fumecheng-844	47	17	classes	class	NOUN
fumecheng-844	47	18	):	):	PUNCT
fumecheng-844	47	19			X
fumecheng-844	47	20	decrease	decrease	NOUN
fumecheng-844	47	21	in	in	ADP
fumecheng-844	47	22	rail	rail	NOUN
fumecheng-844	47	23	traffic	traffic	NOUN
fumecheng-844	47	24	was	be	AUX
fumecheng-844	47	25	denoted	denote	VERB
fumecheng-844	47	26	as	as	ADP
fumecheng-844	47	27	n	n	PROPN
fumecheng-844	47	28	(	(	PUNCT
fumecheng-844	47	29	relative	relative	ADJ
fumecheng-844	47	30	change	change	NOUN
fumecheng-844	47	31	is	be	AUX
fumecheng-844	47	32	negative	negative	ADJ
fumecheng-844	47	33	)	)	PUNCT
fumecheng-844	47	34	,	,	PUNCT
fumecheng-844	47	35	and	and	CCONJ
fumecheng-844	47	36			X
fumecheng-844	47	37	increase	increase	NOUN
fumecheng-844	47	38	in	in	ADP
fumecheng-844	47	39	rail	rail	NOUN
fumecheng-844	47	40	traffic	traffic	NOUN
fumecheng-844	47	41	was	be	AUX
fumecheng-844	47	42	denoted	denote	VERB
fumecheng-844	47	43	as	as	ADP
fumecheng-844	47	44	p	p	NOUN
fumecheng-844	47	45	(	(	PUNCT
fumecheng-844	47	46	relative	relative	ADJ
fumecheng-844	47	47	change	change	NOUN
fumecheng-844	47	48	is	be	AUX
fumecheng-844	47	49	positive	positive	ADJ
fumecheng-844	47	50	)	)	PUNCT
fumecheng-844	47	51	.	.	PUNCT
fumecheng-844	48	1	introduction	introduction	NOUN
fumecheng-844	48	2	of	of	ADP
fumecheng-844	48	3	two	two	NUM
fumecheng-844	48	4	classes	class	NOUN
fumecheng-844	48	5	transformed	transform	VERB
fumecheng-844	48	6	the	the	DET
fumecheng-844	48	7	traffic	traffic	NOUN
fumecheng-844	48	8	volume	volume	NOUN
fumecheng-844	48	9	prediction	prediction	NOUN
fumecheng-844	48	10	problem	problem	NOUN
fumecheng-844	48	11	into	into	ADP
fumecheng-844	48	12	a	a	DET
fumecheng-844	48	13	simple	simple	ADJ
fumecheng-844	48	14	classification	classification	NOUN
fumecheng-844	48	15	task	task	NOUN
fumecheng-844	48	16	where	where	SCONJ
fumecheng-844	48	17	the	the	DET
fumecheng-844	48	18	change	change	NOUN
fumecheng-844	48	19	in	in	ADP
fumecheng-844	48	20	rail	rail	NOUN
fumecheng-844	48	21	traffic	traffic	NOUN
fumecheng-844	48	22	is	be	AUX
fumecheng-844	48	23	classified	classify	VERB
fumecheng-844	48	24	as	as	ADP
fumecheng-844	48	25	positive	positive	ADJ
fumecheng-844	48	26	or	or	CCONJ
fumecheng-844	48	27	negative	negative	ADJ
fumecheng-844	48	28	based	base	VERB
fumecheng-844	48	29	on	on	ADP
fumecheng-844	48	30	the	the	DET
fumecheng-844	48	31	relative	relative	ADJ
fumecheng-844	48	32	changes	change	NOUN
fumecheng-844	48	33	of	of	ADP
fumecheng-844	48	34	world	world	NOUN
fumecheng-844	48	35	development	development	NOUN
fumecheng-844	48	36	indicators	indicator	NOUN
fumecheng-844	48	37	in	in	ADP
fumecheng-844	48	38	the	the	DET
fumecheng-844	48	39	related	relate	VERB
fumecheng-844	48	40	country	country	NOUN
fumecheng-844	48	41	.	.	PUNCT
fumecheng-844	49	1	prediction	prediction	NOUN
fumecheng-844	49	2	of	of	ADP
fumecheng-844	49	3	rail	rail	NOUN
fumecheng-844	49	4	traffic	traffic	NOUN
fumecheng-844	49	5	using	use	VERB
fumecheng-844	49	6	machine	machine	NOUN
fumecheng-844	49	7	learning	learn	VERB
fumecheng-844	49	8	classifiers	classifier	NOUN
fumecheng-844	49	9	135	135	NUM
fumecheng-844	49	10	the	the	DET
fumecheng-844	49	11	next	next	ADJ
fumecheng-844	49	12	step	step	NOUN
fumecheng-844	49	13	in	in	ADP
fumecheng-844	49	14	data	datum	NOUN
fumecheng-844	49	15	preparation	preparation	NOUN
fumecheng-844	49	16	was	be	AUX
fumecheng-844	49	17	to	to	PART
fumecheng-844	49	18	eliminate	eliminate	VERB
fumecheng-844	49	19	the	the	DET
fumecheng-844	49	20	attributes	attribute	NOUN
fumecheng-844	49	21	with	with	ADP
fumecheng-844	49	22	more	more	ADJ
fumecheng-844	49	23	than	than	ADP
fumecheng-844	49	24	50	50	NUM
fumecheng-844	49	25	%	%	NOUN
fumecheng-844	49	26	of	of	ADP
fumecheng-844	49	27	missing	miss	VERB
fumecheng-844	49	28	values	value	NOUN
fumecheng-844	49	29	.	.	PUNCT
fumecheng-844	50	1	the	the	DET
fumecheng-844	50	2	number	number	NOUN
fumecheng-844	50	3	of	of	ADP
fumecheng-844	50	4	attributes	attribute	NOUN
fumecheng-844	50	5	(	(	PUNCT
fumecheng-844	50	6	n	n	CCONJ
fumecheng-844	50	7	)	)	PUNCT
fumecheng-844	50	8	was	be	AUX
fumecheng-844	50	9	not	not	PART
fumecheng-844	50	10	the	the	DET
fumecheng-844	50	11	same	same	ADJ
fumecheng-844	50	12	for	for	ADP
fumecheng-844	50	13	serbia	serbia	PROPN
fumecheng-844	50	14	and	and	CCONJ
fumecheng-844	50	15	austria	austria	PROPN
fumecheng-844	50	16	,	,	PUNCT
fumecheng-844	50	17	since	since	SCONJ
fumecheng-844	50	18	it	it	PRON
fumecheng-844	50	19	depends	depend	VERB
fumecheng-844	50	20	on	on	ADP
fumecheng-844	50	21	availability	availability	NOUN
fumecheng-844	50	22	of	of	ADP
fumecheng-844	50	23	data	data	PROPN
fumecheng-844	50	24	.	.	PUNCT
fumecheng-844	51	1	fig	fig	NOUN
fumecheng-844	51	2	.	.	PUNCT
fumecheng-844	52	1	1	1	NUM
fumecheng-844	52	2	shows	show	VERB
fumecheng-844	52	3	the	the	DET
fumecheng-844	52	4	data	datum	NOUN
fumecheng-844	52	5	representation	representation	NOUN
fumecheng-844	52	6	used	use	VERB
fumecheng-844	52	7	to	to	PART
fumecheng-844	52	8	build	build	VERB
fumecheng-844	52	9	the	the	DET
fumecheng-844	52	10	initial	initial	ADJ
fumecheng-844	52	11	dataset	dataset	NOUN
fumecheng-844	52	12	for	for	ADP
fumecheng-844	52	13	each	each	DET
fumecheng-844	52	14	country	country	NOUN
fumecheng-844	52	15	.	.	PUNCT
fumecheng-844	53	1	fig	fig	NOUN
fumecheng-844	53	2	.	.	PUNCT
fumecheng-844	54	1	1	1	NUM
fumecheng-844	55	1	the	the	DET
fumecheng-844	55	2	proposed	propose	VERB
fumecheng-844	55	3	data	data	NOUN
fumecheng-844	55	4	representation	representation	NOUN
fumecheng-844	55	5	a	a	DET
fumecheng-844	55	6	separate	separate	ADJ
fumecheng-844	55	7	set	set	NOUN
fumecheng-844	55	8	was	be	AUX
fumecheng-844	55	9	created	create	VERB
fumecheng-844	55	10	for	for	ADP
fumecheng-844	55	11	each	each	DET
fumecheng-844	55	12	traffic	traffic	NOUN
fumecheng-844	55	13	type	type	NOUN
fumecheng-844	55	14	from	from	ADP
fumecheng-844	55	15	the	the	DET
fumecheng-844	55	16	country	country	NOUN
fumecheng-844	55	17	's	's	PART
fumecheng-844	55	18	initial	initial	ADJ
fumecheng-844	55	19	dataset	dataset	NOUN
fumecheng-844	55	20	by	by	ADP
fumecheng-844	55	21	retaining	retain	VERB
fumecheng-844	55	22	the	the	DET
fumecheng-844	55	23	appropriate	appropriate	ADJ
fumecheng-844	55	24	class	class	NOUN
fumecheng-844	55	25	attribute	attribute	NOUN
fumecheng-844	55	26	(	(	PUNCT
fumecheng-844	55	27	freight	freight	NOUN
fumecheng-844	55	28	or	or	CCONJ
fumecheng-844	55	29	passenger	passenger	NOUN
fumecheng-844	55	30	)	)	PUNCT
fumecheng-844	55	31	resulting	result	VERB
fumecheng-844	55	32	in	in	ADP
fumecheng-844	55	33	four	four	NUM
fumecheng-844	55	34	datasets	dataset	NOUN
fumecheng-844	55	35	di	di	NOUN
fumecheng-844	55	36	,	,	PUNCT
fumecheng-844	55	37	d1	d1	PROPN
fumecheng-844	55	38	=	=	SYM
fumecheng-844	55	39	serbianfreight	serbianfreight	PROPN
fumecheng-844	55	40	(	(	PUNCT
fumecheng-844	55	41	sf	sf	PROPN
fumecheng-844	55	42	)	)	PUNCT
fumecheng-844	55	43	,	,	PUNCT
fumecheng-844	55	44	d2	d2	NOUN
fumecheng-844	55	45	=	=	SYM
fumecheng-844	55	46	serbianpassenger	serbianpassenger	NOUN
fumecheng-844	55	47	(	(	PUNCT
fumecheng-844	55	48	sp	sp	NOUN
fumecheng-844	55	49	)	)	PUNCT
fumecheng-844	55	50	,	,	PUNCT
fumecheng-844	56	1	d3	d3	PROPN
fumecheng-844	56	2	=	=	PUNCT
fumecheng-844	56	3	austrianfreight	austrianfreight	ADJ
fumecheng-844	56	4	(	(	PUNCT
fumecheng-844	56	5	af	af	PROPN
fumecheng-844	56	6	)	)	PUNCT
fumecheng-844	56	7	and	and	CCONJ
fumecheng-844	56	8	d4	d4	PROPN
fumecheng-844	56	9	=	=	SYM
fumecheng-844	56	10	austrianpassenger	austrianpassenger	NOUN
fumecheng-844	56	11	(	(	PUNCT
fumecheng-844	56	12	ap	ap	PROPN
fumecheng-844	56	13	)	)	PUNCT
fumecheng-844	56	14	.	.	PUNCT
fumecheng-844	57	1	although	although	SCONJ
fumecheng-844	57	2	these	these	DET
fumecheng-844	57	3	datasets	dataset	NOUN
fumecheng-844	57	4	did	do	AUX
fumecheng-844	57	5	not	not	PART
fumecheng-844	57	6	contain	contain	VERB
fumecheng-844	57	7	same	same	ADJ
fumecheng-844	57	8	number	number	NOUN
fumecheng-844	57	9	of	of	ADP
fumecheng-844	57	10	attributes	attribute	NOUN
fumecheng-844	57	11	for	for	ADP
fumecheng-844	57	12	both	both	DET
fumecheng-844	57	13	countries	country	NOUN
fumecheng-844	57	14	,	,	PUNCT
fumecheng-844	57	15	they	they	PRON
fumecheng-844	57	16	were	be	AUX
fumecheng-844	57	17	used	use	VERB
fumecheng-844	57	18	for	for	ADP
fumecheng-844	57	19	assessing	assess	VERB
fumecheng-844	57	20	the	the	DET
fumecheng-844	57	21	performances	performance	NOUN
fumecheng-844	57	22	of	of	ADP
fumecheng-844	57	23	prediction	prediction	NOUN
fumecheng-844	57	24	models	model	NOUN
fumecheng-844	57	25	that	that	PRON
fumecheng-844	57	26	were	be	AUX
fumecheng-844	57	27	initially	initially	ADV
fumecheng-844	57	28	built	build	VERB
fumecheng-844	57	29	.	.	PUNCT
fumecheng-844	58	1	3	3	X
fumecheng-844	58	2	.	.	X
fumecheng-844	58	3	building	build	VERB
fumecheng-844	58	4	and	and	CCONJ
fumecheng-844	58	5	validating	validate	VERB
fumecheng-844	58	6	the	the	DET
fumecheng-844	58	7	models	model	NOUN
fumecheng-844	58	8	in	in	ADP
fumecheng-844	58	9	order	order	NOUN
fumecheng-844	58	10	to	to	PART
fumecheng-844	58	11	build	build	VERB
fumecheng-844	58	12	and	and	CCONJ
fumecheng-844	58	13	validate	validate	VERB
fumecheng-844	58	14	the	the	DET
fumecheng-844	58	15	model	model	NOUN
fumecheng-844	58	16	using	use	VERB
fumecheng-844	58	17	a	a	DET
fumecheng-844	58	18	machine	machine	NOUN
fumecheng-844	58	19	learning	learning	NOUN
fumecheng-844	58	20	approach	approach	NOUN
fumecheng-844	58	21	,	,	PUNCT
fumecheng-844	58	22	dataset	dataset	VERB
fumecheng-844	58	23	di	di	NOUN
fumecheng-844	58	24	should	should	AUX
fumecheng-844	58	25	be	be	AUX
fumecheng-844	58	26	divided	divide	VERB
fumecheng-844	58	27	into	into	ADP
fumecheng-844	58	28	disjoint	disjoint	NOUN
fumecheng-844	58	29	training	training	NOUN
fumecheng-844	58	30	and	and	CCONJ
fumecheng-844	58	31	test	test	NOUN
fumecheng-844	58	32	sets	set	NOUN
fumecheng-844	58	33	.	.	PUNCT
fumecheng-844	59	1	since	since	SCONJ
fumecheng-844	59	2	di	di	NOUN
fumecheng-844	59	3	contained	contain	VERB
fumecheng-844	59	4	small	small	ADJ
fumecheng-844	59	5	number	number	NOUN
fumecheng-844	59	6	of	of	ADP
fumecheng-844	59	7	examples	example	NOUN
fumecheng-844	59	8	a	a	DET
fumecheng-844	59	9	valid	valid	ADJ
fumecheng-844	59	10	statistical	statistical	ADJ
fumecheng-844	59	11	protocol	protocol	NOUN
fumecheng-844	59	12	for	for	ADP
fumecheng-844	59	13	model	model	NOUN
fumecheng-844	59	14	validation	validation	NOUN
fumecheng-844	59	15	demanded	demand	VERB
fumecheng-844	59	16	the	the	DET
fumecheng-844	59	17	creation	creation	NOUN
fumecheng-844	59	18	of	of	ADP
fumecheng-844	59	19	k	k	PROPN
fumecheng-844	59	20	disjoint	disjoint	PROPN
fumecheng-844	59	21	train	train	NOUN
fumecheng-844	59	22	-	-	PUNCT
fumecheng-844	59	23	test	test	NOUN
fumecheng-844	59	24	splits	split	NOUN
fumecheng-844	59	25	.	.	PUNCT
fumecheng-844	60	1	the	the	DET
fumecheng-844	60	2	idea	idea	NOUN
fumecheng-844	60	3	of	of	ADP
fumecheng-844	60	4	this	this	DET
fumecheng-844	60	5	procedure	procedure	NOUN
fumecheng-844	60	6	is	be	AUX
fumecheng-844	60	7	to	to	PART
fumecheng-844	60	8	train	train	VERB
fumecheng-844	60	9	k	k	PROPN
fumecheng-844	60	10	different	different	ADJ
fumecheng-844	60	11	models	model	NOUN
fumecheng-844	60	12	tested	test	VERB
fumecheng-844	60	13	on	on	ADP
fumecheng-844	60	14	k	k	X
fumecheng-844	60	15	different	different	ADJ
fumecheng-844	60	16	test	test	NOUN
fumecheng-844	60	17	sets	set	NOUN
fumecheng-844	60	18	and	and	CCONJ
fumecheng-844	60	19	to	to	PART
fumecheng-844	60	20	average	average	VERB
fumecheng-844	60	21	the	the	DET
fumecheng-844	60	22	obtained	obtain	VERB
fumecheng-844	60	23	performances	performance	NOUN
fumecheng-844	60	24	.	.	PUNCT
fumecheng-844	61	1	in	in	ADP
fumecheng-844	61	2	this	this	DET
fumecheng-844	61	3	paper	paper	NOUN
fumecheng-844	61	4	five	five	NUM
fumecheng-844	61	5	train	train	NOUN
fumecheng-844	61	6	-	-	PUNCT
fumecheng-844	61	7	test	test	NOUN
fumecheng-844	61	8	splits	split	NOUN
fumecheng-844	61	9	were	be	AUX
fumecheng-844	61	10	created	create	VERB
fumecheng-844	61	11	for	for	ADP
fumecheng-844	61	12	each	each	DET
fumecheng-844	61	13	di	di	NOUN
fumecheng-844	61	14	containing	contain	VERB
fumecheng-844	61	15	80	80	NUM
fumecheng-844	61	16	%	%	NOUN
fumecheng-844	61	17	of	of	ADP
fumecheng-844	61	18	examples	example	NOUN
fumecheng-844	61	19	for	for	ADP
fumecheng-844	61	20	training	training	NOUN
fumecheng-844	61	21	and	and	CCONJ
fumecheng-844	61	22	20	20	NUM
fumecheng-844	61	23	%	%	NOUN
fumecheng-844	61	24	for	for	ADP
fumecheng-844	61	25	testing	testing	NOUN
fumecheng-844	61	26	.	.	PUNCT
fumecheng-844	62	1	the	the	DET
fumecheng-844	62	2	next	next	ADJ
fumecheng-844	62	3	problem	problem	NOUN
fumecheng-844	62	4	to	to	PART
fumecheng-844	62	5	be	be	AUX
fumecheng-844	62	6	solved	solve	VERB
fumecheng-844	62	7	considered	consider	VERB
fumecheng-844	62	8	the	the	DET
fumecheng-844	62	9	fact	fact	NOUN
fumecheng-844	62	10	that	that	SCONJ
fumecheng-844	62	11	the	the	DET
fumecheng-844	62	12	number	number	NOUN
fumecheng-844	62	13	of	of	ADP
fumecheng-844	62	14	attributes	attribute	NOUN
fumecheng-844	62	15	(	(	PUNCT
fumecheng-844	62	16	world	world	NOUN
fumecheng-844	62	17	development	development	NOUN
fumecheng-844	62	18	indicators	indicator	NOUN
fumecheng-844	62	19	)	)	PUNCT
fumecheng-844	62	20	in	in	ADP
fumecheng-844	62	21	each	each	PRON
fumecheng-844	62	22	of	of	ADP
fumecheng-844	62	23	the	the	DET
fumecheng-844	62	24	four	four	NUM
fumecheng-844	62	25	sets	set	NOUN
fumecheng-844	62	26	was	be	AUX
fumecheng-844	62	27	significantly	significantly	ADV
fumecheng-844	62	28	higher	high	ADJ
fumecheng-844	62	29	than	than	ADP
fumecheng-844	62	30	the	the	DET
fumecheng-844	62	31	number	number	NOUN
fumecheng-844	62	32	of	of	ADP
fumecheng-844	62	33	examples	example	NOUN
fumecheng-844	62	34	,	,	PUNCT
fumecheng-844	62	35	or	or	CCONJ
fumecheng-844	62	36	j	j	X
fumecheng-844	62	37	>	>	PUNCT
fumecheng-844	62	38	>	>	X
fumecheng-844	63	1	i	i	PRON
fumecheng-844	63	2	according	accord	VERB
fumecheng-844	63	3	to	to	ADP
fumecheng-844	63	4	fig	fig	NOUN
fumecheng-844	63	5	.	.	PUNCT
fumecheng-844	64	1	1	1	X
fumecheng-844	64	2	.	.	X
fumecheng-844	64	3	therefore	therefore	ADV
fumecheng-844	64	4	,	,	PUNCT
fumecheng-844	64	5	the	the	DET
fumecheng-844	64	6	number	number	NOUN
fumecheng-844	64	7	of	of	ADP
fumecheng-844	64	8	attributes	attribute	NOUN
fumecheng-844	64	9	was	be	AUX
fumecheng-844	64	10	reduced	reduce	VERB
fumecheng-844	64	11	using	use	VERB
fumecheng-844	64	12	the	the	DET
fumecheng-844	64	13	correlation	correlation	NOUN
fumecheng-844	64	14	feature	feature	NOUN
fumecheng-844	64	15	subset	subset	NOUN
fumecheng-844	64	16	(	(	PUNCT
fumecheng-844	64	17	cfs	cfs	NOUN
fumecheng-844	64	18	)	)	PUNCT
fumecheng-844	64	19	filter	filter	NOUN
fumecheng-844	64	20	.	.	PUNCT
fumecheng-844	65	1	this	this	DET
fumecheng-844	65	2	filter	filter	NOUN
fumecheng-844	65	3	selects	select	VERB
fumecheng-844	65	4	a	a	DET
fumecheng-844	65	5	subset	subset	NOUN
fumecheng-844	65	6	of	of	ADP
fumecheng-844	65	7	attributes	attribute	NOUN
fumecheng-844	65	8	that	that	PRON
fumecheng-844	65	9	are	be	AUX
fumecheng-844	65	10	highly	highly	ADV
fumecheng-844	65	11	correlated	correlate	VERB
fumecheng-844	65	12	with	with	ADP
fumecheng-844	65	13	the	the	DET
fumecheng-844	65	14	class	class	NOUN
fumecheng-844	65	15	(	(	PUNCT
fumecheng-844	65	16	n	n	NOUN
fumecheng-844	65	17	or	or	CCONJ
fumecheng-844	65	18	p	p	NOUN
fumecheng-844	65	19	in	in	ADP
fumecheng-844	65	20	this	this	DET
fumecheng-844	65	21	case	case	NOUN
fumecheng-844	65	22	)	)	PUNCT
fumecheng-844	65	23	,	,	PUNCT
fumecheng-844	65	24	while	while	SCONJ
fumecheng-844	65	25	having	have	VERB
fumecheng-844	65	26	low	low	ADJ
fumecheng-844	65	27	inter	inter	NOUN
fumecheng-844	65	28	-	-	NOUN
fumecheng-844	65	29	correlation	correlation	NOUN
fumecheng-844	65	30	.	.	PUNCT
fumecheng-844	66	1	the	the	DET
fumecheng-844	66	2	filter	filter	NOUN
fumecheng-844	66	3	was	be	AUX
fumecheng-844	66	4	applied	apply	VERB
fumecheng-844	66	5	on	on	ADP
fumecheng-844	66	6	each	each	PRON
fumecheng-844	66	7	of	of	ADP
fumecheng-844	66	8	the	the	DET
fumecheng-844	66	9	five	five	NUM
fumecheng-844	66	10	train	train	NOUN
fumecheng-844	66	11	-	-	PUNCT
fumecheng-844	66	12	test	test	NOUN
fumecheng-844	66	13	splits	split	NOUN
fumecheng-844	66	14	,	,	PUNCT
fumecheng-844	66	15	for	for	ADP
fumecheng-844	66	16	each	each	DET
fumecheng-844	66	17	di	di	NOUN
fumecheng-844	66	18	.	.	PUNCT
fumecheng-844	67	1	in	in	ADP
fumecheng-844	67	2	this	this	DET
fumecheng-844	67	3	study	study	NOUN
fumecheng-844	67	4	we	we	PRON
fumecheng-844	67	5	applied	apply	VERB
fumecheng-844	67	6	three	three	NUM
fumecheng-844	67	7	commonly	commonly	ADV
fumecheng-844	67	8	used	use	VERB
fumecheng-844	67	9	machine	machine	NOUN
fumecheng-844	67	10	learning	learn	VERB
fumecheng-844	67	11	classifiers	classifier	NOUN
fumecheng-844	67	12	to	to	PART
fumecheng-844	67	13	build	build	VERB
fumecheng-844	67	14	the	the	DET
fumecheng-844	67	15	models	model	NOUN
fumecheng-844	67	16	with	with	ADP
fumecheng-844	67	17	training	training	NOUN
fumecheng-844	67	18	data	datum	NOUN
fumecheng-844	67	19	for	for	ADP
fumecheng-844	67	20	each	each	DET
fumecheng-844	67	21	di	di	NOUN
fumecheng-844	67	22	:	:	PUNCT
fumecheng-844	67	23	136	136	NUM
fumecheng-844	67	24	l.	l.	PROPN
fumecheng-844	67	25	lazarević	lazarević	PROPN
fumecheng-844	67	26	,	,	PUNCT
fumecheng-844	67	27	m.	m.	PROPN
fumecheng-844	67	28	kovaĉević	kovaĉević	PROPN
fumecheng-844	67	29	,	,	PUNCT
fumecheng-844	67	30	z.	z.	PROPN
fumecheng-844	67	31	popović	popović	PROPN
fumecheng-844	67	32			PROPN
fumecheng-844	67	33	naive	naive	ADJ
fumecheng-844	67	34	bayes	bayes	NOUN
fumecheng-844	67	35	(	(	PUNCT
fumecheng-844	67	36	nb	nb	NOUN
fumecheng-844	67	37	)	)	PUNCT
fumecheng-844	67	38			VERB
fumecheng-844	67	39	a	a	DET
fumecheng-844	67	40	probabilistic	probabilistic	ADJ
fumecheng-844	67	41	classifier	classifier	NOUN
fumecheng-844	67	42	based	base	VERB
fumecheng-844	67	43	on	on	ADP
fumecheng-844	67	44	bayes	bayes	PROPN
fumecheng-844	67	45	theorem	theorem	VERB
fumecheng-844	67	46	and	and	CCONJ
fumecheng-844	67	47	the	the	DET
fumecheng-844	67	48	assumption	assumption	NOUN
fumecheng-844	67	49	of	of	ADP
fumecheng-844	67	50	mutual	mutual	ADJ
fumecheng-844	67	51	independence	independence	NOUN
fumecheng-844	67	52	of	of	ADP
fumecheng-844	67	53	attributes	attribute	NOUN
fumecheng-844	67	54	[	[	PUNCT
fumecheng-844	67	55	18	18	NUM
fumecheng-844	67	56	]	]	PUNCT
fumecheng-844	67	57	,	,	PUNCT
fumecheng-844	67	58			NOUN
fumecheng-844	67	59	decision	decision	NOUN
fumecheng-844	67	60	tree	tree	NOUN
fumecheng-844	67	61	(	(	PUNCT
fumecheng-844	67	62	dt	dt	NOUN
fumecheng-844	67	63	)	)	PUNCT
fumecheng-844	67	64			VERB
fumecheng-844	67	65	a	a	DET
fumecheng-844	67	66	classifier	classifier	NOUN
fumecheng-844	67	67	which	which	PRON
fumecheng-844	67	68	successively	successively	ADV
fumecheng-844	67	69	tests	test	VERB
fumecheng-844	67	70	attribute	attribute	NOUN
fumecheng-844	67	71	values	value	NOUN
fumecheng-844	67	72	in	in	ADP
fumecheng-844	67	73	each	each	DET
fumecheng-844	67	74	internal	internal	ADJ
fumecheng-844	67	75	node	node	NOUN
fumecheng-844	67	76	until	until	SCONJ
fumecheng-844	67	77	it	it	PRON
fumecheng-844	67	78	is	be	AUX
fumecheng-844	67	79	possible	possible	ADJ
fumecheng-844	67	80	to	to	PART
fumecheng-844	67	81	deduce	deduce	VERB
fumecheng-844	67	82	about	about	ADP
fumecheng-844	67	83	the	the	DET
fumecheng-844	67	84	item`s	item`s	PROPN
fumecheng-844	67	85	target	target	NOUN
fumecheng-844	67	86	value	value	NOUN
fumecheng-844	67	87	(	(	PUNCT
fumecheng-844	67	88	class	class	NOUN
fumecheng-844	67	89	)	)	PUNCT
fumecheng-844	68	1	[	[	X
fumecheng-844	68	2	19	19	NUM
fumecheng-844	68	3	]	]	PUNCT
fumecheng-844	68	4	,	,	PUNCT
fumecheng-844	68	5			X
fumecheng-844	68	6	multilayer	multilayer	PROPN
fumecheng-844	68	7	perceptron	perceptron	PROPN
fumecheng-844	68	8	(	(	PUNCT
fumecheng-844	68	9	mlp	mlp	PROPN
fumecheng-844	68	10	)	)	PUNCT
fumecheng-844	68	11			NOUN
fumecheng-844	68	12	feed	feed	NOUN
fumecheng-844	68	13	-	-	PUNCT
fumecheng-844	68	14	forward	forward	NOUN
fumecheng-844	68	15	neural	neural	ADJ
fumecheng-844	68	16	network	network	NOUN
fumecheng-844	68	17	that	that	PRON
fumecheng-844	68	18	maps	map	VERB
fumecheng-844	68	19	sets	set	NOUN
fumecheng-844	68	20	of	of	ADP
fumecheng-844	68	21	input	input	NOUN
fumecheng-844	68	22	data	datum	NOUN
fumecheng-844	68	23	onto	onto	ADP
fumecheng-844	68	24	a	a	DET
fumecheng-844	68	25	set	set	NOUN
fumecheng-844	68	26	of	of	ADP
fumecheng-844	68	27	appropriate	appropriate	ADJ
fumecheng-844	68	28	outputs	output	NOUN
fumecheng-844	68	29	,	,	PUNCT
fumecheng-844	68	30	trained	train	VERB
fumecheng-844	68	31	using	use	VERB
fumecheng-844	68	32	back	back	ADJ
fumecheng-844	68	33	-	-	PUNCT
fumecheng-844	68	34	propagation	propagation	NOUN
fumecheng-844	68	35	algorithm	algorithm	NOUN
fumecheng-844	68	36	[	[	X
fumecheng-844	68	37	20	20	NUM
fumecheng-844	68	38	]	]	PUNCT
fumecheng-844	68	39	.	.	PUNCT
fumecheng-844	69	1	after	after	ADP
fumecheng-844	69	2	applying	apply	VERB
fumecheng-844	69	3	classifiers	classifier	NOUN
fumecheng-844	69	4	on	on	ADP
fumecheng-844	69	5	each	each	DET
fumecheng-844	69	6	train	train	NOUN
fumecheng-844	69	7	-	-	PUNCT
fumecheng-844	69	8	test	test	NOUN
fumecheng-844	69	9	split	split	VERB
fumecheng-844	69	10	five	five	NUM
fumecheng-844	69	11	confusion	confusion	NOUN
fumecheng-844	69	12	matrices	matrix	NOUN
fumecheng-844	69	13	were	be	AUX
fumecheng-844	69	14	obtained	obtain	VERB
fumecheng-844	69	15	.	.	PUNCT
fumecheng-844	70	1	a	a	DET
fumecheng-844	70	2	confusion	confusion	NOUN
fumecheng-844	70	3	matrix	matrix	NOUN
fumecheng-844	70	4	cn	cn	NOUN
fumecheng-844	71	1	x	x	SYM
fumecheng-844	71	2	n	n	PROPN
fumecheng-844	71	3	(	(	PUNCT
fumecheng-844	71	4	n	n	X
fumecheng-844	71	5	is	be	AUX
fumecheng-844	71	6	the	the	DET
fumecheng-844	71	7	number	number	NOUN
fumecheng-844	71	8	of	of	ADP
fumecheng-844	71	9	classes	class	NOUN
fumecheng-844	71	10	)	)	PUNCT
fumecheng-844	71	11	is	be	AUX
fumecheng-844	71	12	defined	define	VERB
fumecheng-844	71	13	with	with	ADP
fumecheng-844	71	14	cij	cij	PROPN
fumecheng-844	71	15	representing	represent	VERB
fumecheng-844	71	16	the	the	DET
fumecheng-844	71	17	number	number	NOUN
fumecheng-844	71	18	of	of	ADP
fumecheng-844	71	19	cases	case	NOUN
fumecheng-844	71	20	from	from	ADP
fumecheng-844	71	21	actual	actual	ADJ
fumecheng-844	71	22	class	class	NOUN
fumecheng-844	71	23	i	i	PRON
fumecheng-844	71	24	that	that	PRON
fumecheng-844	71	25	are	be	AUX
fumecheng-844	71	26	classified	classify	VERB
fumecheng-844	71	27	as	as	ADP
fumecheng-844	71	28	class	class	NOUN
fumecheng-844	71	29	j.	j.	PROPN
fumecheng-844	71	30	when	when	SCONJ
fumecheng-844	71	31	generating	generate	VERB
fumecheng-844	71	32	train	train	NOUN
fumecheng-844	71	33	-	-	PUNCT
fumecheng-844	71	34	test	test	NOUN
fumecheng-844	71	35	splits	split	NOUN
fumecheng-844	71	36	,	,	PUNCT
fumecheng-844	71	37	we	we	PRON
fumecheng-844	71	38	applied	apply	VERB
fumecheng-844	71	39	cross	cross	ADJ
fumecheng-844	71	40	-	-	ADJ
fumecheng-844	71	41	validation	validation	ADJ
fumecheng-844	71	42	protocol	protocol	NOUN
fumecheng-844	71	43	which	which	PRON
fumecheng-844	71	44	ensured	ensure	VERB
fumecheng-844	71	45	that	that	SCONJ
fumecheng-844	71	46	the	the	DET
fumecheng-844	71	47	test	test	NOUN
fumecheng-844	71	48	parts	part	NOUN
fumecheng-844	71	49	were	be	AUX
fumecheng-844	71	50	mutually	mutually	ADV
fumecheng-844	71	51	disjoint	disjoint	ADJ
fumecheng-844	71	52	.	.	PUNCT
fumecheng-844	72	1	therefore	therefore	ADV
fumecheng-844	72	2	,	,	PUNCT
fumecheng-844	72	3	the	the	DET
fumecheng-844	72	4	final	final	ADJ
fumecheng-844	72	5	confusion	confusion	NOUN
fumecheng-844	72	6	matrix	matrix	NOUN
fumecheng-844	72	7	for	for	ADP
fumecheng-844	72	8	the	the	DET
fumecheng-844	72	9	model	model	NOUN
fumecheng-844	72	10	was	be	AUX
fumecheng-844	72	11	obtained	obtain	VERB
fumecheng-844	72	12	by	by	ADP
fumecheng-844	72	13	simple	simple	ADJ
fumecheng-844	72	14	addition	addition	NOUN
fumecheng-844	72	15	of	of	ADP
fumecheng-844	72	16	separate	separate	ADJ
fumecheng-844	72	17	matrices	matrix	NOUN
fumecheng-844	72	18	.	.	PUNCT
fumecheng-844	73	1	since	since	SCONJ
fumecheng-844	73	2	the	the	DET
fumecheng-844	73	3	related	relate	VERB
fumecheng-844	73	4	classification	classification	NOUN
fumecheng-844	73	5	problem	problem	NOUN
fumecheng-844	73	6	assumed	assume	VERB
fumecheng-844	73	7	the	the	DET
fumecheng-844	73	8	existence	existence	NOUN
fumecheng-844	73	9	of	of	ADP
fumecheng-844	73	10	only	only	ADV
fumecheng-844	73	11	two	two	NUM
fumecheng-844	73	12	classes	class	NOUN
fumecheng-844	73	13	,	,	PUNCT
fumecheng-844	73	14	the	the	DET
fumecheng-844	73	15	final	final	ADJ
fumecheng-844	73	16	confusion	confusion	NOUN
fumecheng-844	73	17	matrix	matrix	NOUN
fumecheng-844	73	18	has	have	VERB
fumecheng-844	73	19	the	the	DET
fumecheng-844	73	20	form	form	NOUN
fumecheng-844	73	21	given	give	VERB
fumecheng-844	73	22	with	with	ADP
fumecheng-844	73	23	eq	eq	NOUN
fumecheng-844	73	24	.	.	PUNCT
fumecheng-844	74	1	(	(	PUNCT
fumecheng-844	74	2	1	1	NUM
fumecheng-844	74	3	):	):	PUNCT
fumecheng-844	74	4	tp	tp	VERB
fumecheng-844	74	5	fn	fn	NOUN
fumecheng-844	74	6	fp	fp	PROPN
fumecheng-844	74	7	tn	tn	PROPN
fumecheng-844	74	8			PROPN
fumecheng-844	74	9			ADJ
fumecheng-844	74	10			NOUN
fumecheng-844	75	1			NOUN
fumecheng-844	75	2			NOUN
fumecheng-844	75	3			PROPN
fumecheng-844	75	4	(	(	PUNCT
fumecheng-844	75	5	1	1	NUM
fumecheng-844	75	6	)	)	PUNCT
fumecheng-844	75	7	where	where	SCONJ
fumecheng-844	75	8	:	:	PUNCT
fumecheng-844	75	9	tp	tp	ADP
fumecheng-844	75	10	the	the	DET
fumecheng-844	75	11	number	number	NOUN
fumecheng-844	75	12	of	of	ADP
fumecheng-844	75	13	instances	instance	NOUN
fumecheng-844	75	14	correctly	correctly	ADV
fumecheng-844	75	15	classified	classify	VERB
fumecheng-844	75	16	as	as	ADP
fumecheng-844	75	17	p	p	PROPN
fumecheng-844	75	18	,	,	PUNCT
fumecheng-844	75	19	tn	tn	VERB
fumecheng-844	75	20	the	the	DET
fumecheng-844	75	21	number	number	NOUN
fumecheng-844	75	22	of	of	ADP
fumecheng-844	75	23	instances	instance	NOUN
fumecheng-844	75	24	correctly	correctly	ADV
fumecheng-844	75	25	classified	classify	VERB
fumecheng-844	75	26	as	as	ADP
fumecheng-844	75	27	n	n	NUM
fumecheng-844	75	28	,	,	PUNCT
fumecheng-844	75	29	fn	fn	VERB
fumecheng-844	75	30	the	the	DET
fumecheng-844	75	31	number	number	NOUN
fumecheng-844	75	32	of	of	ADP
fumecheng-844	75	33	instances	instance	NOUN
fumecheng-844	75	34	incorrectly	incorrectly	ADV
fumecheng-844	75	35	classified	classify	VERB
fumecheng-844	75	36	as	as	ADP
fumecheng-844	75	37	n	n	X
fumecheng-844	75	38	,	,	PUNCT
fumecheng-844	75	39	fp	fp	INTJ
fumecheng-844	75	40	the	the	DET
fumecheng-844	75	41	number	number	NOUN
fumecheng-844	75	42	of	of	ADP
fumecheng-844	75	43	instances	instance	NOUN
fumecheng-844	75	44	incorrectly	incorrectly	ADV
fumecheng-844	75	45	classified	classify	VERB
fumecheng-844	75	46	as	as	ADP
fumecheng-844	75	47	p.	p.	NOUN
fumecheng-844	75	48	using	use	VERB
fumecheng-844	75	49	data	datum	NOUN
fumecheng-844	75	50	from	from	ADP
fumecheng-844	75	51	the	the	DET
fumecheng-844	75	52	confusion	confusion	NOUN
fumecheng-844	75	53	matrix	matrix	NOUN
fumecheng-844	75	54	,	,	PUNCT
fumecheng-844	75	55	three	three	NUM
fumecheng-844	75	56	pieces	piece	NOUN
fumecheng-844	75	57	of	of	ADP
fumecheng-844	75	58	information	information	NOUN
fumecheng-844	75	59	related	relate	VERB
fumecheng-844	75	60	to	to	ADP
fumecheng-844	75	61	both	both	DET
fumecheng-844	75	62	classes	class	NOUN
fumecheng-844	75	63	(	(	PUNCT
fumecheng-844	75	64	p	p	X
fumecheng-844	75	65	,	,	PUNCT
fumecheng-844	75	66	n	n	CCONJ
fumecheng-844	75	67	)	)	PUNCT
fumecheng-844	75	68	were	be	AUX
fumecheng-844	75	69	derived	derive	VERB
fumecheng-844	75	70	for	for	ADP
fumecheng-844	75	71	each	each	DET
fumecheng-844	75	72	model	model	NOUN
fumecheng-844	75	73	:	:	PUNCT
fumecheng-844	75	74	precision	precision	NOUN
fumecheng-844	75	75	(	(	PUNCT
fumecheng-844	75	76	π	π	NOUN
fumecheng-844	75	77	)	)	PUNCT
fumecheng-844	75	78	,	,	PUNCT
fumecheng-844	75	79	recall	recall	INTJ
fumecheng-844	75	80	(	(	PUNCT
fumecheng-844	75	81	ρ	ρ	NOUN
fumecheng-844	75	82	)	)	PUNCT
fumecheng-844	75	83	and	and	CCONJ
fumecheng-844	75	84	f	f	X
fumecheng-844	75	85	-	-	PUNCT
fumecheng-844	75	86	measure	measure	NOUN
fumecheng-844	75	87	(	(	PUNCT
fumecheng-844	75	88	eq	eq	NOUN
fumecheng-844	75	89	.	.	NOUN
fumecheng-844	75	90	2	2	NUM
fumecheng-844	75	91	-	-	SYM
fumecheng-844	75	92	5	5	NUM
fumecheng-844	75	93	)	)	PUNCT
fumecheng-844	75	94	.	.	PUNCT
fumecheng-844	76	1	p	p	NOUN
fumecheng-844	77	1	n	n	PROPN
fumecheng-844	77	2	tp	tp	ADP
fumecheng-844	77	3	tn	tn	PROPN
fumecheng-844	77	4	tp	tp	ADP
fumecheng-844	77	5	fp	fp	PROPN
fumecheng-844	77	6	tn	tn	PROPN
fumecheng-844	77	7	fn	fn	PROPN
fumecheng-844	77	8			PROPN
fumecheng-844	77	9			NUM
fumecheng-844	77	10			PROPN
fumecheng-844	77	11			ADV
fumecheng-844	77	12			X
fumecheng-844	77	13	(	(	PUNCT
fumecheng-844	77	14	2	2	X
fumecheng-844	77	15	)	)	PUNCT
fumecheng-844	77	16	p	p	NOUN
fumecheng-844	77	17	n	n	PROPN
fumecheng-844	77	18	tp	tp	ADP
fumecheng-844	77	19	tn	tn	PROPN
fumecheng-844	77	20	tp	tp	ADP
fumecheng-844	77	21	fn	fn	PROPN
fumecheng-844	77	22	tn	tn	PROPN
fumecheng-844	77	23	fp	fp	PROPN
fumecheng-844	77	24			ADP
fumecheng-844	77	25			PROPN
fumecheng-844	77	26			PROPN
fumecheng-844	77	27			ADV
fumecheng-844	77	28			X
fumecheng-844	77	29	(	(	PUNCT
fumecheng-844	77	30	3	3	X
fumecheng-844	77	31	)	)	PUNCT
fumecheng-844	77	32	n	n	NOUN
fumecheng-844	77	33	np	np	INTJ
fumecheng-844	78	1	p	p	NOUN
fumecheng-844	78	2	p	p	PROPN
fumecheng-844	78	3	n	n	PROPN
fumecheng-844	78	4	p	p	NOUN
fumecheng-844	78	5	p	p	PROPN
fumecheng-844	78	6	n	n	CCONJ
fumecheng-844	78	7	n	n	NOUN
fumecheng-844	78	8	f	f	PROPN
fumecheng-844	78	9	2	2	NUM
fumecheng-844	78	10	f	f	PROPN
fumecheng-844	78	11	2	2	NUM
fumecheng-844	78	12			ADP
fumecheng-844	78	13			PROPN
fumecheng-844	78	14			PROPN
fumecheng-844	78	15			ADP
fumecheng-844	78	16			PROPN
fumecheng-844	78	17			X
fumecheng-844	78	18			PROPN
fumecheng-844	78	19			NOUN
fumecheng-844	78	20			NUM
fumecheng-844	78	21			NUM
fumecheng-844	78	22			NOUN
fumecheng-844	78	23			PROPN
fumecheng-844	78	24			PUNCT
fumecheng-844	78	25			X
fumecheng-844	78	26	(	(	PUNCT
fumecheng-844	78	27	4	4	X
fumecheng-844	78	28	)	)	PUNCT
fumecheng-844	78	29	p	p	NOUN
fumecheng-844	78	30	n	n	NUM
fumecheng-844	78	31	tp	tp	ADP
fumecheng-844	78	32	fn	fn	PROPN
fumecheng-844	78	33	tn	tn	PROPN
fumecheng-844	79	1	fp	fp	PROPN
fumecheng-844	79	2	f	f	PROPN
fumecheng-844	79	3	f	f	PROPN
fumecheng-844	79	4	f	f	PROPN
fumecheng-844	79	5	tp	tp	ADP
fumecheng-844	79	6	tn	tn	PROPN
fumecheng-844	80	1	fn	fn	PROPN
fumecheng-844	80	2	fp	fp	INTJ
fumecheng-844	80	3	tp	tp	ADP
fumecheng-844	80	4	tn	tn	PROPN
fumecheng-844	80	5	fn	fn	PROPN
fumecheng-844	80	6	fp	fp	PROPN
fumecheng-844	80	7			PROPN
fumecheng-844	80	8			PROPN
fumecheng-844	80	9			PROPN
fumecheng-844	80	10			PROPN
fumecheng-844	80	11			PUNCT
fumecheng-844	80	12			PROPN
fumecheng-844	80	13			PROPN
fumecheng-844	80	14			PROPN
fumecheng-844	80	15			PUNCT
fumecheng-844	80	16			X
fumecheng-844	80	17	(	(	PUNCT
fumecheng-844	80	18	5	5	X
fumecheng-844	80	19	)	)	PUNCT
fumecheng-844	80	20	class	class	NOUN
fumecheng-844	80	21	precision	precision	NOUN
fumecheng-844	80	22	measures	measure	VERB
fumecheng-844	80	23	the	the	DET
fumecheng-844	80	24	percentage	percentage	NOUN
fumecheng-844	80	25	of	of	ADP
fumecheng-844	80	26	correct	correct	ADJ
fumecheng-844	80	27	decisions	decision	NOUN
fumecheng-844	80	28	among	among	ADP
fumecheng-844	80	29	all	all	DET
fumecheng-844	80	30	decisions	decision	NOUN
fumecheng-844	80	31	for	for	ADP
fumecheng-844	80	32	the	the	DET
fumecheng-844	80	33	specified	specified	ADJ
fumecheng-844	80	34	class	class	NOUN
fumecheng-844	80	35	while	while	SCONJ
fumecheng-844	80	36	the	the	DET
fumecheng-844	80	37	class	class	NOUN
fumecheng-844	80	38	recall	recall	NOUN
fumecheng-844	80	39	measures	measure	VERB
fumecheng-844	80	40	the	the	DET
fumecheng-844	80	41	percentage	percentage	NOUN
fumecheng-844	80	42	of	of	ADP
fumecheng-844	80	43	recognized	recognize	VERB
fumecheng-844	80	44	cases	case	NOUN
fumecheng-844	80	45	from	from	ADP
fumecheng-844	80	46	the	the	DET
fumecheng-844	80	47	class	class	NOUN
fumecheng-844	80	48	.	.	PUNCT
fumecheng-844	81	1	increasing	increase	VERB
fumecheng-844	81	2	the	the	DET
fumecheng-844	81	3	precision	precision	NOUN
fumecheng-844	81	4	often	often	ADV
fumecheng-844	81	5	leads	lead	VERB
fumecheng-844	81	6	to	to	ADP
fumecheng-844	81	7	decreasing	decrease	VERB
fumecheng-844	81	8	in	in	ADP
fumecheng-844	81	9	recall	recall	NOUN
fumecheng-844	81	10	.	.	PUNCT
fumecheng-844	82	1	f	f	X
fumecheng-844	82	2	-	-	PUNCT
fumecheng-844	82	3	measure	measure	NOUN
fumecheng-844	82	4	represents	represent	VERB
fumecheng-844	82	5	the	the	DET
fumecheng-844	82	6	harmonic	harmonic	ADJ
fumecheng-844	82	7	mean	mean	NOUN
fumecheng-844	82	8	between	between	ADP
fumecheng-844	82	9	the	the	DET
fumecheng-844	82	10	two	two	NUM
fumecheng-844	82	11	describing	describe	VERB
fumecheng-844	82	12	the	the	DET
fumecheng-844	82	13	overall	overall	ADJ
fumecheng-844	82	14	class	class	NOUN
fumecheng-844	82	15	performance	performance	NOUN
fumecheng-844	82	16	of	of	ADP
fumecheng-844	82	17	the	the	DET
fumecheng-844	82	18	model	model	NOUN
fumecheng-844	82	19	.	.	PUNCT
fumecheng-844	83	1	in	in	ADP
fumecheng-844	83	2	order	order	NOUN
fumecheng-844	83	3	to	to	PART
fumecheng-844	83	4	compare	compare	VERB
fumecheng-844	83	5	different	different	ADJ
fumecheng-844	83	6	models	model	NOUN
fumecheng-844	83	7	with	with	ADP
fumecheng-844	83	8	only	only	ADV
fumecheng-844	83	9	one	one	NUM
fumecheng-844	83	10	measure	measure	NOUN
fumecheng-844	83	11	,	,	PUNCT
fumecheng-844	83	12	a	a	DET
fumecheng-844	83	13	weighted	weighted	ADJ
fumecheng-844	83	14	f	f	NOUN
fumecheng-844	83	15	is	be	AUX
fumecheng-844	83	16	defined	define	VERB
fumecheng-844	83	17	with	with	ADP
fumecheng-844	83	18	eq	eq	NOUN
fumecheng-844	83	19	.	.	PROPN
fumecheng-844	83	20	5	5	NUM
fumecheng-844	83	21	.	.	PUNCT
fumecheng-844	84	1	the	the	DET
fumecheng-844	84	2	obtained	obtain	VERB
fumecheng-844	84	3	performances	performance	NOUN
fumecheng-844	84	4	of	of	ADP
fumecheng-844	84	5	all	all	DET
fumecheng-844	84	6	models	model	NOUN
fumecheng-844	84	7	are	be	AUX
fumecheng-844	84	8	presented	present	VERB
fumecheng-844	84	9	in	in	ADP
fumecheng-844	84	10	table	table	NOUN
fumecheng-844	84	11	1	1	NUM
fumecheng-844	84	12	.	.	PUNCT
fumecheng-844	84	13	prediction	prediction	NOUN
fumecheng-844	84	14	of	of	ADP
fumecheng-844	84	15	rail	rail	NOUN
fumecheng-844	84	16	traffic	traffic	NOUN
fumecheng-844	84	17	using	use	VERB
fumecheng-844	84	18	machine	machine	NOUN
fumecheng-844	84	19	learning	learn	VERB
fumecheng-844	84	20	classifiers	classifier	NOUN
fumecheng-844	84	21	137	137	NUM
fumecheng-844	84	22	table	table	NOUN
fumecheng-844	84	23	1	1	NUM
fumecheng-844	84	24	results	result	NOUN
fumecheng-844	84	25	of	of	ADP
fumecheng-844	84	26	the	the	DET
fumecheng-844	84	27	prediction	prediction	NOUN
fumecheng-844	84	28	models	model	NOUN
fumecheng-844	84	29	(	(	PUNCT
fumecheng-844	84	30	best	good	ADJ
fumecheng-844	84	31	cases	case	NOUN
fumecheng-844	84	32	underlined	underline	VERB
fumecheng-844	84	33	)	)	PUNCT
fumecheng-844	84	34	classifier	classifier	NOUN
fumecheng-844	84	35	model	model	NOUN
fumecheng-844	84	36	fp	fp	PROPN
fumecheng-844	84	37	fn	fn	PROPN
fumecheng-844	84	38	f	f	PROPN
fumecheng-844	84	39	naive	naive	ADJ
fumecheng-844	84	40	bayes	bayes	NOUN
fumecheng-844	84	41	(	(	PUNCT
fumecheng-844	84	42	nb	nb	NOUN
fumecheng-844	84	43	)	)	PUNCT
fumecheng-844	84	44	sf	sf	NOUN
fumecheng-844	84	45	0.632	0.632	NUM
fumecheng-844	84	46	0.462	0.462	NUM
fumecheng-844	84	47	0.558	0.558	NUM
fumecheng-844	84	48	sp	sp	ADP
fumecheng-844	84	49	0.560	0.560	NUM
fumecheng-844	84	50	0.718	0.718	NUM
fumecheng-844	84	51	0.659	0.659	NUM
fumecheng-844	84	52	af	af	PROPN
fumecheng-844	84	53	0.696	0.696	NUM
fumecheng-844	84	54	0.222	0.222	NUM
fumecheng-844	84	55	0.563	0.563	NUM
fumecheng-844	84	56	ap	ap	NOUN
fumecheng-844	84	57	0.766	0.766	NUM
fumecheng-844	84	58	0.353	0.353	NUM
fumecheng-844	84	59	0.624	0.624	NUM
fumecheng-844	84	60	decision	decision	NOUN
fumecheng-844	84	61	tree	tree	NOUN
fumecheng-844	84	62	(	(	PUNCT
fumecheng-844	84	63	dt	dt	NOUN
fumecheng-844	84	64	)	)	PUNCT
fumecheng-844	84	65	sf	sf	NOUN
fumecheng-844	84	66	0.529	0.529	NUM
fumecheng-844	84	67	0.467	0.467	NUM
fumecheng-844	84	68	0.502	0.502	NUM
fumecheng-844	84	69	sp	sp	ADP
fumecheng-844	84	70	0.500	0.500	NUM
fumecheng-844	84	71	0.700	0.700	NUM
fumecheng-844	84	72	0.625	0.625	NUM
fumecheng-844	84	73	af	af	NOUN
fumecheng-844	84	74	0.708	0.708	NUM
fumecheng-844	84	75	0.125	0.125	NUM
fumecheng-844	84	76	0.544	0.544	NUM
fumecheng-844	84	77	ap	ap	NOUN
fumecheng-844	84	78	0.632	0.632	NUM
fumecheng-844	84	79	0.462	0.462	NUM
fumecheng-844	84	80	0.568	0.568	NUM
fumecheng-844	84	81	multilayer	multilayer	ADJ
fumecheng-844	84	82	perceptron	perceptron	NOUN
fumecheng-844	84	83	(	(	PUNCT
fumecheng-844	84	84	mlp	mlp	PROPN
fumecheng-844	84	85	)	)	PUNCT
fumecheng-844	84	86	sf	sf	VERB
fumecheng-844	84	87	0.579	0.579	NUM
fumecheng-844	84	88	0.385	0.385	NUM
fumecheng-844	84	89	0.494	0.494	NUM
fumecheng-844	84	90	sp	sp	ADP
fumecheng-844	84	91	0.583	0.583	NUM
fumecheng-844	84	92	0.750	0.750	NUM
fumecheng-844	84	93	0.687	0.687	NUM
fumecheng-844	84	94	af	af	NOUN
fumecheng-844	84	95	0.571	0.571	NUM
fumecheng-844	84	96	0.182	0.182	NUM
fumecheng-844	84	97	0.462	0.462	NUM
fumecheng-844	84	98	ap	ap	PROPN
fumecheng-844	84	99	0.732	0.732	NUM
fumecheng-844	84	100	0.522	0.522	NUM
fumecheng-844	84	101	0.653	0.653	NUM
fumecheng-844	84	102	sf	sf	NOUN
fumecheng-844	84	103	,	,	PUNCT
fumecheng-844	84	104	sp	sp	ADP
fumecheng-844	84	105	freight	freight	NOUN
fumecheng-844	84	106	and	and	CCONJ
fumecheng-844	84	107	passenger	passenger	NOUN
fumecheng-844	84	108	traffic	traffic	NOUN
fumecheng-844	84	109	in	in	ADP
fumecheng-844	84	110	serbia	serbia	PROPN
fumecheng-844	84	111	af	af	PROPN
fumecheng-844	84	112	,	,	PUNCT
fumecheng-844	84	113	ap	ap	PROPN
fumecheng-844	84	114	freight	freight	NOUN
fumecheng-844	84	115	and	and	CCONJ
fumecheng-844	84	116	passenger	passenger	NOUN
fumecheng-844	84	117	traffic	traffic	NOUN
fumecheng-844	84	118	in	in	ADP
fumecheng-844	84	119	austria	austria	PROPN
fumecheng-844	84	120	weighted	weight	VERB
fumecheng-844	84	121	f	f	NOUN
fumecheng-844	84	122	-	-	PUNCT
fumecheng-844	84	123	measure	measure	NOUN
fumecheng-844	84	124	of	of	ADP
fumecheng-844	84	125	the	the	DET
fumecheng-844	84	126	developed	develop	VERB
fumecheng-844	84	127	models	model	NOUN
fumecheng-844	84	128	ranged	range	VERB
fumecheng-844	84	129	from	from	ADP
fumecheng-844	84	130	0.56	0.56	NUM
fumecheng-844	84	131	to	to	ADP
fumecheng-844	84	132	0.69	0.69	NUM
fumecheng-844	84	133	,	,	PUNCT
fumecheng-844	84	134	depending	depend	VERB
fumecheng-844	84	135	on	on	ADP
fumecheng-844	84	136	the	the	DET
fumecheng-844	84	137	country	country	NOUN
fumecheng-844	84	138	and	and	CCONJ
fumecheng-844	84	139	traffic	traffic	NOUN
fumecheng-844	84	140	type	type	NOUN
fumecheng-844	84	141	.	.	PUNCT
fumecheng-844	85	1	the	the	DET
fumecheng-844	85	2	average	average	ADJ
fumecheng-844	85	3	performance	performance	NOUN
fumecheng-844	85	4	of	of	ADP
fumecheng-844	85	5	the	the	DET
fumecheng-844	85	6	models	model	NOUN
fumecheng-844	85	7	could	could	AUX
fumecheng-844	85	8	be	be	AUX
fumecheng-844	85	9	explained	explain	VERB
fumecheng-844	85	10	with	with	ADP
fumecheng-844	85	11	the	the	DET
fumecheng-844	85	12	small	small	ADJ
fumecheng-844	85	13	dataset	dataset	NOUN
fumecheng-844	85	14	and	and	CCONJ
fumecheng-844	85	15	the	the	DET
fumecheng-844	85	16	unequal	unequal	ADJ
fumecheng-844	85	17	number	number	NOUN
fumecheng-844	85	18	of	of	ADP
fumecheng-844	85	19	examples	example	NOUN
fumecheng-844	85	20	per	per	ADP
fumecheng-844	85	21	class	class	NOUN
fumecheng-844	85	22	,	,	PUNCT
fumecheng-844	85	23	except	except	SCONJ
fumecheng-844	85	24	in	in	ADP
fumecheng-844	85	25	the	the	DET
fumecheng-844	85	26	case	case	NOUN
fumecheng-844	85	27	of	of	ADP
fumecheng-844	85	28	freight	freight	NOUN
fumecheng-844	85	29	traffic	traffic	NOUN
fumecheng-844	85	30	in	in	ADP
fumecheng-844	85	31	serbia	serbia	PROPN
fumecheng-844	85	32	where	where	SCONJ
fumecheng-844	85	33	the	the	DET
fumecheng-844	85	34	class	class	NOUN
fumecheng-844	85	35	split	split	NOUN
fumecheng-844	85	36	was	be	AUX
fumecheng-844	85	37	almost	almost	ADV
fumecheng-844	85	38	50	50	NUM
fumecheng-844	85	39	%	%	NOUN
fumecheng-844	85	40	.	.	PUNCT
fumecheng-844	86	1	according	accord	VERB
fumecheng-844	86	2	to	to	ADP
fumecheng-844	86	3	the	the	DET
fumecheng-844	86	4	values	value	NOUN
fumecheng-844	86	5	from	from	ADP
fumecheng-844	86	6	table	table	NOUN
fumecheng-844	86	7	1	1	NUM
fumecheng-844	86	8	,	,	PUNCT
fumecheng-844	86	9	nb	nb	INTJ
fumecheng-844	86	10	provided	provide	VERB
fumecheng-844	86	11	better	well	ADJ
fumecheng-844	86	12	results	result	NOUN
fumecheng-844	86	13	for	for	ADP
fumecheng-844	86	14	freight	freight	NOUN
fumecheng-844	86	15	traffic	traffic	NOUN
fumecheng-844	86	16	and	and	CCONJ
fumecheng-844	86	17	mlp	mlp	PROPN
fumecheng-844	86	18	provided	provide	VERB
fumecheng-844	86	19	better	well	ADJ
fumecheng-844	86	20	results	result	NOUN
fumecheng-844	86	21	for	for	ADP
fumecheng-844	86	22	passenger	passenger	NOUN
fumecheng-844	86	23	traffic	traffic	NOUN
fumecheng-844	86	24	.	.	PUNCT
fumecheng-844	87	1	in	in	ADP
fumecheng-844	87	2	addition	addition	NOUN
fumecheng-844	87	3	,	,	PUNCT
fumecheng-844	87	4	predicting	predict	VERB
fumecheng-844	87	5	the	the	DET
fumecheng-844	87	6	passenger	passenger	NOUN
fumecheng-844	87	7	traffic	traffic	NOUN
fumecheng-844	87	8	for	for	ADP
fumecheng-844	87	9	both	both	DET
fumecheng-844	87	10	countries	country	NOUN
fumecheng-844	87	11	appeared	appear	VERB
fumecheng-844	87	12	to	to	PART
fumecheng-844	87	13	be	be	AUX
fumecheng-844	87	14	the	the	DET
fumecheng-844	87	15	easier	easy	ADJ
fumecheng-844	87	16	task	task	NOUN
fumecheng-844	87	17	than	than	ADP
fumecheng-844	87	18	predicting	predict	VERB
fumecheng-844	87	19	the	the	DET
fumecheng-844	87	20	freight	freight	NOUN
fumecheng-844	87	21	traffic	traffic	NOUN
fumecheng-844	87	22	.	.	PUNCT
fumecheng-844	88	1	predicting	predict	VERB
fumecheng-844	88	2	decrease	decrease	NOUN
fumecheng-844	88	3	in	in	ADP
fumecheng-844	88	4	freight	freight	NOUN
fumecheng-844	88	5	traffic	traffic	NOUN
fumecheng-844	88	6	in	in	ADP
fumecheng-844	88	7	austria	austria	PROPN
fumecheng-844	88	8	was	be	AUX
fumecheng-844	88	9	the	the	DET
fumecheng-844	88	10	most	most	ADV
fumecheng-844	88	11	difficult	difficult	ADJ
fumecheng-844	88	12	task	task	NOUN
fumecheng-844	88	13	according	accord	VERB
fumecheng-844	88	14	to	to	ADP
fumecheng-844	88	15	the	the	DET
fumecheng-844	88	16	low	low	ADJ
fumecheng-844	88	17	fn	fn	NOUN
fumecheng-844	88	18	value	value	NOUN
fumecheng-844	88	19	.	.	PUNCT
fumecheng-844	89	1	4	4	X
fumecheng-844	89	2	.	.	X
fumecheng-844	89	3	influence	influence	NOUN
fumecheng-844	89	4	of	of	ADP
fumecheng-844	89	5	the	the	DET
fumecheng-844	89	6	world	world	NOUN
fumecheng-844	89	7	development	development	NOUN
fumecheng-844	89	8	indicators	indicator	NOUN
fumecheng-844	89	9	as	as	SCONJ
fumecheng-844	89	10	it	it	PRON
fumecheng-844	89	11	was	be	AUX
fumecheng-844	89	12	mentioned	mention	VERB
fumecheng-844	89	13	before	before	ADV
fumecheng-844	89	14	,	,	PUNCT
fumecheng-844	89	15	number	number	NOUN
fumecheng-844	89	16	of	of	ADP
fumecheng-844	89	17	attributes	attribute	NOUN
fumecheng-844	89	18	(	(	PUNCT
fumecheng-844	89	19	world	world	NOUN
fumecheng-844	89	20	development	development	NOUN
fumecheng-844	89	21	indicators	indicator	NOUN
fumecheng-844	89	22	)	)	PUNCT
fumecheng-844	89	23	in	in	ADP
fumecheng-844	89	24	training	training	NOUN
fumecheng-844	89	25	sets	set	NOUN
fumecheng-844	89	26	from	from	ADP
fumecheng-844	89	27	each	each	DET
fumecheng-844	89	28	di	di	NOUN
fumecheng-844	89	29	was	be	AUX
fumecheng-844	89	30	reduced	reduce	VERB
fumecheng-844	89	31	using	use	VERB
fumecheng-844	89	32	the	the	DET
fumecheng-844	89	33	cfs	cfs	PROPN
fumecheng-844	89	34	filter	filter	NOUN
fumecheng-844	89	35	.	.	PUNCT
fumecheng-844	90	1	according	accord	VERB
fumecheng-844	90	2	to	to	ADP
fumecheng-844	90	3	the	the	DET
fumecheng-844	90	4	definition	definition	NOUN
fumecheng-844	90	5	of	of	ADP
fumecheng-844	90	6	cfs	cfs	PROPN
fumecheng-844	90	7	filter	filter	PROPN
fumecheng-844	90	8	,	,	PUNCT
fumecheng-844	90	9	there	there	PRON
fumecheng-844	90	10	were	be	AUX
fumecheng-844	90	11	actually	actually	ADV
fumecheng-844	90	12	created	create	VERB
fumecheng-844	90	13	subsets	subset	NOUN
fumecheng-844	90	14	of	of	ADP
fumecheng-844	90	15	world	world	NOUN
fumecheng-844	90	16	development	development	NOUN
fumecheng-844	90	17	indicators	indicator	NOUN
fumecheng-844	90	18	that	that	PRON
fumecheng-844	90	19	are	be	AUX
fumecheng-844	90	20	mostly	mostly	ADV
fumecheng-844	90	21	correlated	correlate	VERB
fumecheng-844	90	22	with	with	ADP
fumecheng-844	90	23	the	the	DET
fumecheng-844	90	24	rail	rail	NOUN
fumecheng-844	90	25	traffic	traffic	NOUN
fumecheng-844	90	26	changes	change	NOUN
fumecheng-844	90	27	.	.	PUNCT
fumecheng-844	91	1	after	after	ADP
fumecheng-844	91	2	the	the	DET
fumecheng-844	91	3	analysis	analysis	NOUN
fumecheng-844	91	4	of	of	ADP
fumecheng-844	91	5	selected	select	VERB
fumecheng-844	91	6	wd	wd	ADJ
fumecheng-844	91	7	indicators	indicator	NOUN
fumecheng-844	91	8	,	,	PUNCT
fumecheng-844	91	9	it	it	PRON
fumecheng-844	91	10	was	be	AUX
fumecheng-844	91	11	noted	note	VERB
fumecheng-844	91	12	that	that	SCONJ
fumecheng-844	91	13	rail	rail	NOUN
fumecheng-844	91	14	traffic	traffic	NOUN
fumecheng-844	91	15	mostly	mostly	ADV
fumecheng-844	91	16	depends	depend	VERB
fumecheng-844	91	17	on	on	ADP
fumecheng-844	91	18	indicators	indicator	NOUN
fumecheng-844	91	19	belonging	belong	VERB
fumecheng-844	91	20	to	to	ADP
fumecheng-844	91	21	the	the	DET
fumecheng-844	91	22	two	two	NUM
fumecheng-844	91	23	groups	group	NOUN
fumecheng-844	91	24	:	:	PUNCT
fumecheng-844	91	25	environment	environment	NOUN
fumecheng-844	91	26	and	and	CCONJ
fumecheng-844	91	27	economic	economic	ADJ
fumecheng-844	91	28	policy	policy	NOUN
fumecheng-844	91	29	and	and	CCONJ
fumecheng-844	91	30	debt	debt	NOUN
fumecheng-844	91	31	.	.	PUNCT
fumecheng-844	92	1	fig	fig	NOUN
fumecheng-844	92	2	.	.	PUNCT
fumecheng-844	93	1	2	2	NUM
fumecheng-844	93	2	shows	show	VERB
fumecheng-844	93	3	the	the	DET
fumecheng-844	93	4	distribution	distribution	NOUN
fumecheng-844	93	5	of	of	ADP
fumecheng-844	93	6	selected	select	VERB
fumecheng-844	93	7	wd	wd	PROPN
fumecheng-844	93	8	indicators	indicator	NOUN
fumecheng-844	93	9	over	over	ADP
fumecheng-844	93	10	the	the	DET
fumecheng-844	93	11	four	four	NUM
fumecheng-844	93	12	significant	significant	ADJ
fumecheng-844	93	13	groups	group	NOUN
fumecheng-844	93	14	.	.	PUNCT
fumecheng-844	94	1	for	for	ADP
fumecheng-844	94	2	example	example	NOUN
fumecheng-844	94	3	,	,	PUNCT
fumecheng-844	94	4	from	from	ADP
fumecheng-844	94	5	the	the	DET
fumecheng-844	94	6	environment	environment	NOUN
fumecheng-844	94	7	group	group	NOUN
fumecheng-844	94	8	,	,	PUNCT
fumecheng-844	94	9	parameters	parameter	NOUN
fumecheng-844	94	10	related	relate	VERB
fumecheng-844	94	11	to	to	ADP
fumecheng-844	94	12	the	the	DET
fumecheng-844	94	13	co2	co2	NOUN
fumecheng-844	94	14	emission	emission	NOUN
fumecheng-844	94	15	can	can	AUX
fumecheng-844	94	16	be	be	AUX
fumecheng-844	94	17	considered	consider	VERB
fumecheng-844	94	18	as	as	ADP
fumecheng-844	94	19	informative	informative	ADJ
fumecheng-844	94	20	attributes	attribute	NOUN
fumecheng-844	94	21	(	(	PUNCT
fumecheng-844	94	22	they	they	PRON
fumecheng-844	94	23	often	often	ADV
fumecheng-844	94	24	repeated	repeat	VERB
fumecheng-844	94	25	in	in	ADP
fumecheng-844	94	26	data	datum	NOUN
fumecheng-844	94	27	subsets	subset	NOUN
fumecheng-844	94	28	)	)	PUNCT
fumecheng-844	94	29	.	.	PUNCT
fumecheng-844	95	1	in	in	ADP
fumecheng-844	95	2	particular	particular	ADJ
fumecheng-844	95	3	,	,	PUNCT
fumecheng-844	95	4	it	it	PRON
fumecheng-844	95	5	was	be	AUX
fumecheng-844	95	6	determined	determine	VERB
fumecheng-844	95	7	that	that	SCONJ
fumecheng-844	95	8	the	the	DET
fumecheng-844	95	9	increase	increase	NOUN
fumecheng-844	95	10	of	of	ADP
fumecheng-844	95	11	rail	rail	NOUN
fumecheng-844	95	12	traffic	traffic	NOUN
fumecheng-844	95	13	in	in	ADP
fumecheng-844	95	14	austria	austria	PROPN
fumecheng-844	95	15	was	be	AUX
fumecheng-844	95	16	followed	follow	VERB
fumecheng-844	95	17	by	by	ADP
fumecheng-844	95	18	decrease	decrease	NOUN
fumecheng-844	95	19	of	of	ADP
fumecheng-844	95	20	co2	co2	NOUN
fumecheng-844	95	21	emission	emission	NOUN
fumecheng-844	95	22	from	from	ADP
fumecheng-844	95	23	liquid	liquid	ADJ
fumecheng-844	95	24	fuel	fuel	NOUN
fumecheng-844	95	25	consumption	consumption	NOUN
fumecheng-844	95	26	and	and	CCONJ
fumecheng-844	95	27	co2	co2	NOUN
fumecheng-844	95	28	intensity	intensity	NOUN
fumecheng-844	95	29	(	(	PUNCT
fumecheng-844	95	30	in	in	ADP
fumecheng-844	95	31	70	70	NUM
fumecheng-844	95	32	%	%	NOUN
fumecheng-844	95	33	of	of	ADP
fumecheng-844	95	34	examples	example	NOUN
fumecheng-844	95	35	)	)	PUNCT
fumecheng-844	95	36	.	.	PUNCT
fumecheng-844	96	1	although	although	SCONJ
fumecheng-844	96	2	this	this	DET
fumecheng-844	96	3	complies	comply	VERB
fumecheng-844	96	4	with	with	ADP
fumecheng-844	96	5	the	the	DET
fumecheng-844	96	6	expected	expect	VERB
fumecheng-844	96	7	effects	effect	NOUN
fumecheng-844	96	8	of	of	ADP
fumecheng-844	96	9	the	the	DET
fumecheng-844	96	10	shift	shift	NOUN
fumecheng-844	96	11	to	to	ADP
fumecheng-844	96	12	rail	rail	NOUN
fumecheng-844	96	13	transport	transport	NOUN
fumecheng-844	96	14	,	,	PUNCT
fumecheng-844	96	15	this	this	DET
fumecheng-844	96	16	type	type	NOUN
fumecheng-844	96	17	of	of	ADP
fumecheng-844	96	18	analysis	analysis	NOUN
fumecheng-844	96	19	should	should	AUX
fumecheng-844	96	20	also	also	ADV
fumecheng-844	96	21	consider	consider	VERB
fumecheng-844	96	22	many	many	ADJ
fumecheng-844	96	23	other	other	ADJ
fumecheng-844	96	24	aspects	aspect	NOUN
fumecheng-844	96	25	of	of	ADP
fumecheng-844	96	26	economy	economy	NOUN
fumecheng-844	96	27	.	.	PUNCT
fumecheng-844	97	1	138	138	NUM
fumecheng-844	97	2	l.	l.	PROPN
fumecheng-844	97	3	lazarević	lazarević	PROPN
fumecheng-844	97	4	,	,	PUNCT
fumecheng-844	97	5	m.	m.	PROPN
fumecheng-844	97	6	kovaĉević	kovaĉević	PROPN
fumecheng-844	97	7	,	,	PUNCT
fumecheng-844	97	8	z.	z.	PROPN
fumecheng-844	97	9	popović	popović	PROPN
fumecheng-844	97	10	fig	fig	PROPN
fumecheng-844	97	11	.	.	PUNCT
fumecheng-844	98	1	2	2	NUM
fumecheng-844	98	2	distribution	distribution	NOUN
fumecheng-844	98	3	of	of	ADP
fumecheng-844	98	4	selected	select	VERB
fumecheng-844	98	5	wd	wd	PROPN
fumecheng-844	98	6	indicators	indicator	NOUN
fumecheng-844	98	7	over	over	ADP
fumecheng-844	98	8	the	the	DET
fumecheng-844	98	9	four	four	NUM
fumecheng-844	98	10	significant	significant	ADJ
fumecheng-844	98	11	groups	group	NOUN
fumecheng-844	98	12	from	from	ADP
fumecheng-844	98	13	the	the	DET
fumecheng-844	98	14	economic	economic	ADJ
fumecheng-844	98	15	policy	policy	NOUN
fumecheng-844	98	16	and	and	CCONJ
fumecheng-844	98	17	debt	debt	NOUN
fumecheng-844	98	18	group	group	NOUN
fumecheng-844	98	19	,	,	PUNCT
fumecheng-844	98	20	gross	gross	ADJ
fumecheng-844	98	21	national	national	ADJ
fumecheng-844	98	22	income	income	NOUN
fumecheng-844	98	23	and	and	CCONJ
fumecheng-844	98	24	gross	gross	ADJ
fumecheng-844	98	25	national	national	ADJ
fumecheng-844	98	26	expenditure	expenditure	NOUN
fumecheng-844	98	27	appeared	appear	VERB
fumecheng-844	98	28	to	to	PART
fumecheng-844	98	29	be	be	AUX
fumecheng-844	98	30	informative	informative	ADJ
fumecheng-844	98	31	.	.	PUNCT
fumecheng-844	99	1	in	in	ADP
fumecheng-844	99	2	addition	addition	NOUN
fumecheng-844	99	3	,	,	PUNCT
fumecheng-844	99	4	several	several	ADJ
fumecheng-844	99	5	wd	wd	PROPN
fumecheng-844	99	6	indicators	indicator	NOUN
fumecheng-844	99	7	could	could	AUX
fumecheng-844	99	8	not	not	PART
fumecheng-844	99	9	be	be	AUX
fumecheng-844	99	10	set	set	VERB
fumecheng-844	99	11	in	in	ADP
fumecheng-844	99	12	the	the	DET
fumecheng-844	99	13	context	context	NOUN
fumecheng-844	99	14	of	of	ADP
fumecheng-844	99	15	the	the	DET
fumecheng-844	99	16	model	model	NOUN
fumecheng-844	99	17	,	,	PUNCT
fumecheng-844	99	18	although	although	SCONJ
fumecheng-844	99	19	they	they	PRON
fumecheng-844	99	20	were	be	AUX
fumecheng-844	99	21	selected	select	VERB
fumecheng-844	99	22	by	by	ADP
fumecheng-844	99	23	the	the	DET
fumecheng-844	99	24	cfs	cfs	PROPN
fumecheng-844	99	25	filter	filter	NOUN
fumecheng-844	99	26	.	.	PUNCT
fumecheng-844	100	1	for	for	ADP
fumecheng-844	100	2	example	example	NOUN
fumecheng-844	100	3	,	,	PUNCT
fumecheng-844	100	4	several	several	ADJ
fumecheng-844	100	5	indicators	indicator	NOUN
fumecheng-844	100	6	originated	originate	VERB
fumecheng-844	100	7	from	from	ADP
fumecheng-844	100	8	the	the	DET
fumecheng-844	100	9	health	health	NOUN
fumecheng-844	100	10	and	and	CCONJ
fumecheng-844	100	11	education	education	NOUN
fumecheng-844	100	12	groups	group	NOUN
fumecheng-844	100	13	.	.	PUNCT
fumecheng-844	101	1	however	however	ADV
fumecheng-844	101	2	,	,	PUNCT
fumecheng-844	101	3	application	application	NOUN
fumecheng-844	101	4	of	of	ADP
fumecheng-844	101	5	cfs	cfs	PROPN
fumecheng-844	101	6	filter	filter	NOUN
fumecheng-844	101	7	showed	show	VERB
fumecheng-844	101	8	which	which	PRON
fumecheng-844	101	9	groups	group	NOUN
fumecheng-844	101	10	of	of	ADP
fumecheng-844	101	11	indicators	indicator	NOUN
fumecheng-844	101	12	are	be	AUX
fumecheng-844	101	13	mostly	mostly	ADV
fumecheng-844	101	14	correlated	correlate	VERB
fumecheng-844	101	15	with	with	ADP
fumecheng-844	101	16	rail	rail	NOUN
fumecheng-844	101	17	traffic	traffic	NOUN
fumecheng-844	101	18	and	and	CCONJ
fumecheng-844	101	19	which	which	DET
fumecheng-844	101	20	indicators	indicator	NOUN
fumecheng-844	101	21	can	can	AUX
fumecheng-844	101	22	be	be	AUX
fumecheng-844	101	23	used	use	VERB
fumecheng-844	101	24	for	for	ADP
fumecheng-844	101	25	traffic	traffic	NOUN
fumecheng-844	101	26	prediction	prediction	NOUN
fumecheng-844	101	27	.	.	PUNCT
fumecheng-844	102	1	among	among	ADP
fumecheng-844	102	2	the	the	DET
fumecheng-844	102	3	indicators	indicator	NOUN
fumecheng-844	102	4	that	that	PRON
fumecheng-844	102	5	were	be	AUX
fumecheng-844	102	6	selected	select	VERB
fumecheng-844	102	7	by	by	ADP
fumecheng-844	102	8	the	the	DET
fumecheng-844	102	9	cfs	cfs	PROPN
fumecheng-844	102	10	filter	filter	NOUN
fumecheng-844	102	11	,	,	PUNCT
fumecheng-844	102	12	the	the	DET
fumecheng-844	102	13	ones	one	NOUN
fumecheng-844	102	14	that	that	PRON
fumecheng-844	102	15	repeated	repeat	VERB
fumecheng-844	102	16	in	in	ADP
fumecheng-844	102	17	all	all	DET
fumecheng-844	102	18	sets	set	NOUN
fumecheng-844	102	19	(	(	PUNCT
fumecheng-844	102	20	according	accord	VERB
fumecheng-844	102	21	to	to	ADP
fumecheng-844	102	22	fig	fig	NOUN
fumecheng-844	102	23	.	.	PUNCT
fumecheng-844	103	1	3	3	X
fumecheng-844	103	2	)	)	PUNCT
fumecheng-844	103	3	were	be	AUX
fumecheng-844	103	4	used	use	VERB
fumecheng-844	103	5	for	for	ADP
fumecheng-844	103	6	preparation	preparation	NOUN
fumecheng-844	103	7	of	of	ADP
fumecheng-844	103	8	training	training	NOUN
fumecheng-844	103	9	and	and	CCONJ
fumecheng-844	103	10	test	test	NOUN
fumecheng-844	103	11	sets	set	NOUN
fumecheng-844	103	12	according	accord	VERB
fumecheng-844	103	13	to	to	ADP
fumecheng-844	103	14	the	the	DET
fumecheng-844	103	15	methodology	methodology	NOUN
fumecheng-844	103	16	described	describe	VERB
fumecheng-844	103	17	in	in	ADP
fumecheng-844	103	18	section	section	NOUN
fumecheng-844	103	19	2	2	NUM
fumecheng-844	103	20	.	.	PUNCT
fumecheng-844	103	21	table	table	NOUN
fumecheng-844	103	22	2	2	NUM
fumecheng-844	103	23	presents	present	NOUN
fumecheng-844	103	24	indicators	indicator	NOUN
fumecheng-844	103	25	that	that	PRON
fumecheng-844	103	26	were	be	AUX
fumecheng-844	103	27	chosen	choose	VERB
fumecheng-844	103	28	for	for	ADP
fumecheng-844	103	29	the	the	DET
fumecheng-844	103	30	prediction	prediction	NOUN
fumecheng-844	103	31	model	model	NOUN
fumecheng-844	103	32	.	.	PUNCT
fumecheng-844	104	1	fig	fig	NOUN
fumecheng-844	104	2	.	.	PUNCT
fumecheng-844	105	1	3	3	NUM
fumecheng-844	105	2	selection	selection	NOUN
fumecheng-844	105	3	of	of	ADP
fumecheng-844	105	4	the	the	DET
fumecheng-844	105	5	relevant	relevant	ADJ
fumecheng-844	105	6	indicators	indicator	NOUN
fumecheng-844	105	7	prediction	prediction	NOUN
fumecheng-844	105	8	of	of	ADP
fumecheng-844	105	9	rail	rail	NOUN
fumecheng-844	105	10	traffic	traffic	NOUN
fumecheng-844	105	11	using	use	VERB
fumecheng-844	105	12	machine	machine	NOUN
fumecheng-844	105	13	learning	learn	VERB
fumecheng-844	105	14	classifiers	classifier	NOUN
fumecheng-844	105	15	139	139	NUM
fumecheng-844	105	16	table	table	NOUN
fumecheng-844	105	17	2	2	NUM
fumecheng-844	105	18	chosen	choose	VERB
fumecheng-844	105	19	indicators	indicator	NOUN
fumecheng-844	105	20	for	for	ADP
fumecheng-844	105	21	the	the	DET
fumecheng-844	105	22	prediction	prediction	NOUN
fumecheng-844	105	23	models	model	NOUN
fumecheng-844	105	24	attribute	attribute	NOUN
fumecheng-844	105	25	(	(	PUNCT
fumecheng-844	105	26	indicator	indicator	NOUN
fumecheng-844	105	27	)	)	PUNCT
fumecheng-844	105	28	co2	co2	NOUN
fumecheng-844	105	29	emissions	emission	NOUN
fumecheng-844	105	30	from	from	ADP
fumecheng-844	105	31	transport	transport	NOUN
fumecheng-844	105	32	(	(	PUNCT
fumecheng-844	105	33	million	million	NUM
fumecheng-844	105	34	metric	metric	ADJ
fumecheng-844	105	35	tons	ton	NOUN
fumecheng-844	105	36	)	)	PUNCT
fumecheng-844	105	37	energy	energy	NOUN
fumecheng-844	105	38	production	production	NOUN
fumecheng-844	105	39	(	(	PUNCT
fumecheng-844	105	40	kt	kt	PROPN
fumecheng-844	105	41	of	of	ADP
fumecheng-844	105	42	oil	oil	NOUN
fumecheng-844	105	43	equivalent	equivalent	NOUN
fumecheng-844	105	44	)	)	PUNCT
fumecheng-844	105	45	energy	energy	NOUN
fumecheng-844	105	46	use	use	NOUN
fumecheng-844	105	47	(	(	PUNCT
fumecheng-844	105	48	kg	kg	NOUN
fumecheng-844	105	49	of	of	ADP
fumecheng-844	105	50	oil	oil	NOUN
fumecheng-844	105	51	equivalent	equivalent	NOUN
fumecheng-844	105	52	per	per	ADP
fumecheng-844	105	53	capita	capita	NOUN
fumecheng-844	105	54	)	)	PUNCT
fumecheng-844	105	55	adjusted	adjust	VERB
fumecheng-844	105	56	savings	saving	NOUN
fumecheng-844	105	57	:	:	PUNCT
fumecheng-844	105	58	energy	energy	NOUN
fumecheng-844	105	59	depletion	depletion	NOUN
fumecheng-844	105	60	(	(	PUNCT
fumecheng-844	105	61	current	current	ADJ
fumecheng-844	105	62	us$	us$	NOUN
fumecheng-844	105	63	)	)	PUNCT
fumecheng-844	105	64	gdp	gdp	NOUN
fumecheng-844	105	65	per	per	ADP
fumecheng-844	105	66	capita	capita	X
fumecheng-844	105	67	(	(	PUNCT
fumecheng-844	105	68	current	current	ADJ
fumecheng-844	105	69	international	international	ADJ
fumecheng-844	105	70	$	$	SYM
fumecheng-844	105	71	)	)	PUNCT
fumecheng-844	105	72	gni	gni	NOUN
fumecheng-844	105	73	per	per	ADP
fumecheng-844	105	74	capita	capita	X
fumecheng-844	105	75	(	(	PUNCT
fumecheng-844	105	76	current	current	ADJ
fumecheng-844	105	77	international	international	ADJ
fumecheng-844	105	78	$	$	SYM
fumecheng-844	105	79	)	)	PUNCT
fumecheng-844	105	80	net	net	ADJ
fumecheng-844	105	81	income	income	NOUN
fumecheng-844	105	82	from	from	ADP
fumecheng-844	105	83	abroad	abroad	ADV
fumecheng-844	105	84	(	(	PUNCT
fumecheng-844	105	85	current	current	ADJ
fumecheng-844	105	86	us$	us$	NOUN
fumecheng-844	105	87	)	)	PUNCT
fumecheng-844	105	88	road	road	NOUN
fumecheng-844	105	89	sector	sector	NOUN
fumecheng-844	105	90	energy	energy	NOUN
fumecheng-844	105	91	consumption	consumption	NOUN
fumecheng-844	105	92	(	(	PUNCT
fumecheng-844	105	93	kt	kt	PROPN
fumecheng-844	105	94	of	of	ADP
fumecheng-844	105	95	oil	oil	NOUN
fumecheng-844	105	96	equivalent	equivalent	NOUN
fumecheng-844	105	97	)	)	PUNCT
fumecheng-844	105	98	after	after	SCONJ
fumecheng-844	105	99	the	the	DET
fumecheng-844	105	100	models	model	NOUN
fumecheng-844	105	101	were	be	AUX
fumecheng-844	105	102	recreated	recreate	VERB
fumecheng-844	105	103	using	use	VERB
fumecheng-844	105	104	the	the	DET
fumecheng-844	105	105	attributes	attribute	NOUN
fumecheng-844	105	106	from	from	ADP
fumecheng-844	105	107	table	table	NOUN
fumecheng-844	105	108	2	2	NUM
fumecheng-844	105	109	the	the	DET
fumecheng-844	105	110	obtained	obtain	VERB
fumecheng-844	105	111	performances	performance	NOUN
fumecheng-844	105	112	are	be	AUX
fumecheng-844	105	113	presented	present	VERB
fumecheng-844	105	114	in	in	ADP
fumecheng-844	105	115	table	table	NOUN
fumecheng-844	105	116	3	3	NUM
fumecheng-844	105	117	.	.	PUNCT
fumecheng-844	105	118	table	table	NOUN
fumecheng-844	105	119	3	3	NUM
fumecheng-844	105	120	final	final	ADJ
fumecheng-844	105	121	results	result	NOUN
fumecheng-844	105	122	of	of	ADP
fumecheng-844	105	123	the	the	DET
fumecheng-844	105	124	prediction	prediction	NOUN
fumecheng-844	105	125	models	model	NOUN
fumecheng-844	105	126	(	(	PUNCT
fumecheng-844	105	127	best	good	ADJ
fumecheng-844	105	128	cases	case	NOUN
fumecheng-844	105	129	underlined	underline	VERB
fumecheng-844	105	130	)	)	PUNCT
fumecheng-844	105	131	classifier	classifier	NOUN
fumecheng-844	105	132	model	model	NOUN
fumecheng-844	105	133	fp	fp	PROPN
fumecheng-844	105	134	fn	fn	PROPN
fumecheng-844	105	135	f	f	PROPN
fumecheng-844	105	136	naive	naive	ADJ
fumecheng-844	105	137	bayes	bayes	NOUN
fumecheng-844	105	138	(	(	PUNCT
fumecheng-844	105	139	nb	nb	NOUN
fumecheng-844	105	140	)	)	PUNCT
fumecheng-844	105	141	sf	sf	NOUN
fumecheng-844	105	142	0.700	0.700	NUM
fumecheng-844	105	143	0.500	0.500	NUM
fumecheng-844	105	144	0.613	0.613	NUM
fumecheng-844	105	145	sp	sp	ADP
fumecheng-844	105	146	0.240	0.240	NUM
fumecheng-844	105	147	0.513	0.513	NUM
fumecheng-844	105	148	0.411	0.411	NUM
fumecheng-844	105	149	af	af	NOUN
fumecheng-844	105	150	0.784	0.784	NUM
fumecheng-844	105	151	0.154	0.154	NUM
fumecheng-844	105	152	0.607	0.607	NUM
fumecheng-844	105	153	ap	ap	PROPN
fumecheng-844	105	154	0.667	0.667	NUM
fumecheng-844	105	155	0.571	0.571	NUM
fumecheng-844	105	156	0.631	0.631	NUM
fumecheng-844	105	157	decision	decision	NOUN
fumecheng-844	105	158	tree	tree	NOUN
fumecheng-844	105	159	(	(	PUNCT
fumecheng-844	105	160	dt	dt	NOUN
fumecheng-844	105	161	)	)	PUNCT
fumecheng-844	105	162	sf	sf	NOUN
fumecheng-844	105	163	0.698	0.698	NUM
fumecheng-844	105	164	0.381	0.381	NUM
fumecheng-844	105	165	0.559	0.559	NUM
fumecheng-844	105	166	sp	sp	ADP
fumecheng-844	105	167	0.638	0.638	NUM
fumecheng-844	105	168	af	af	NOUN
fumecheng-844	105	169	0.766	0.766	NUM
fumecheng-844	105	170	0.353	0.353	NUM
fumecheng-844	105	171	0.650	0.650	NUM
fumecheng-844	105	172	ap	ap	NOUN
fumecheng-844	106	1	0.718	0.718	NUM
fumecheng-844	106	2	0.560	0.560	NUM
fumecheng-844	106	3	0.659	0.659	NUM
fumecheng-844	106	4	multilayer	multilayer	ADJ
fumecheng-844	106	5	perceptron	perceptron	NOUN
fumecheng-844	106	6	(	(	PUNCT
fumecheng-844	106	7	mp	mp	PROPN
fumecheng-844	106	8	)	)	PUNCT
fumecheng-844	106	9	sf	sf	NOUN
fumecheng-844	106	10	0.500	0.500	NUM
fumecheng-844	106	11	0.500	0.500	NUM
fumecheng-844	106	12	0.500	0.500	NUM
fumecheng-844	106	13	sp	sp	ADP
fumecheng-844	106	14	0.320	0.320	NUM
fumecheng-844	106	15	0.564	0.564	NUM
fumecheng-844	106	16	0.473	0.473	NUM
fumecheng-844	106	17	af	af	PROPN
fumecheng-844	106	18	0.711	0.711	NUM
fumecheng-844	106	19	0.316	0.316	NUM
fumecheng-844	106	20	0.600	0.600	NUM
fumecheng-844	106	21	ap	ap	NOUN
fumecheng-844	106	22	0.571	0.571	NUM
fumecheng-844	106	23	0.182	0.182	NUM
fumecheng-844	106	24	0.425	0.425	NUM
fumecheng-844	106	25	sf	sf	NOUN
fumecheng-844	106	26	,	,	PUNCT
fumecheng-844	106	27	sp	sp	ADP
fumecheng-844	106	28	freight	freight	NOUN
fumecheng-844	106	29	and	and	CCONJ
fumecheng-844	106	30	passenger	passenger	NOUN
fumecheng-844	106	31	traffic	traffic	NOUN
fumecheng-844	106	32	in	in	ADP
fumecheng-844	106	33	serbia	serbia	PROPN
fumecheng-844	106	34	af	af	PROPN
fumecheng-844	106	35	,	,	PUNCT
fumecheng-844	106	36	ap	ap	PROPN
fumecheng-844	106	37	freight	freight	NOUN
fumecheng-844	106	38	and	and	CCONJ
fumecheng-844	106	39	passenger	passenger	NOUN
fumecheng-844	106	40	traffic	traffic	NOUN
fumecheng-844	106	41	in	in	ADP
fumecheng-844	106	42	austria	austria	PROPN
fumecheng-844	106	43	nb	nb	PROPN
fumecheng-844	106	44	provided	provide	VERB
fumecheng-844	106	45	good	good	ADJ
fumecheng-844	106	46	result	result	NOUN
fumecheng-844	106	47	in	in	ADP
fumecheng-844	106	48	predicting	predict	VERB
fumecheng-844	106	49	the	the	DET
fumecheng-844	106	50	increase	increase	NOUN
fumecheng-844	106	51	of	of	ADP
fumecheng-844	106	52	freight	freight	NOUN
fumecheng-844	106	53	traffic	traffic	NOUN
fumecheng-844	106	54	in	in	ADP
fumecheng-844	106	55	serbia	serbia	PROPN
fumecheng-844	106	56	.	.	PUNCT
fumecheng-844	107	1	although	although	SCONJ
fumecheng-844	107	2	there	there	PRON
fumecheng-844	107	3	was	be	VERB
fumecheng-844	107	4	almost	almost	ADV
fumecheng-844	107	5	equal	equal	ADJ
fumecheng-844	107	6	number	number	NOUN
fumecheng-844	107	7	of	of	ADP
fumecheng-844	107	8	examples	example	NOUN
fumecheng-844	107	9	from	from	ADP
fumecheng-844	107	10	two	two	NUM
fumecheng-844	107	11	classes	class	NOUN
fumecheng-844	107	12	,	,	PUNCT
fumecheng-844	107	13	f	f	X
fumecheng-844	107	14	-	-	PUNCT
fumecheng-844	107	15	measure	measure	NOUN
fumecheng-844	107	16	for	for	ADP
fumecheng-844	107	17	prediction	prediction	NOUN
fumecheng-844	107	18	of	of	ADP
fumecheng-844	107	19	freight	freight	NOUN
fumecheng-844	107	20	traffic	traffic	NOUN
fumecheng-844	107	21	decrease	decrease	NOUN
fumecheng-844	107	22	was	be	AUX
fumecheng-844	107	23	only	only	ADV
fumecheng-844	107	24	0.5	0.5	NUM
fumecheng-844	107	25	.	.	PUNCT
fumecheng-844	108	1	on	on	ADP
fumecheng-844	108	2	the	the	DET
fumecheng-844	108	3	other	other	ADJ
fumecheng-844	108	4	hand	hand	NOUN
fumecheng-844	108	5	,	,	PUNCT
fumecheng-844	108	6	prediction	prediction	NOUN
fumecheng-844	108	7	of	of	ADP
fumecheng-844	108	8	passenger	passenger	NOUN
fumecheng-844	108	9	rail	rail	NOUN
fumecheng-844	108	10	traffic	traffic	NOUN
fumecheng-844	108	11	in	in	ADP
fumecheng-844	108	12	serbia	serbia	PROPN
fumecheng-844	108	13	was	be	AUX
fumecheng-844	108	14	more	more	ADV
fumecheng-844	108	15	difficult	difficult	ADJ
fumecheng-844	108	16	task	task	NOUN
fumecheng-844	108	17	.	.	PUNCT
fumecheng-844	109	1	dt	dt	PUNCT
fumecheng-844	109	2	provided	provide	VERB
fumecheng-844	109	3	best	good	ADJ
fumecheng-844	109	4	result	result	NOUN
fumecheng-844	109	5	for	for	ADP
fumecheng-844	109	6	prediction	prediction	NOUN
fumecheng-844	109	7	of	of	ADP
fumecheng-844	109	8	traffic	traffic	NOUN
fumecheng-844	109	9	decrease	decrease	NOUN
fumecheng-844	109	10	,	,	PUNCT
fumecheng-844	109	11	but	but	CCONJ
fumecheng-844	109	12	failed	fail	VERB
fumecheng-844	109	13	to	to	PART
fumecheng-844	109	14	predict	predict	VERB
fumecheng-844	109	15	the	the	DET
fumecheng-844	109	16	traffic	traffic	NOUN
fumecheng-844	109	17	increase	increase	NOUN
fumecheng-844	109	18	(	(	PUNCT
fumecheng-844	109	19	class	class	NOUN
fumecheng-844	109	20	p	p	NOUN
fumecheng-844	109	21	)	)	PUNCT
fumecheng-844	109	22	.	.	PUNCT
fumecheng-844	110	1	the	the	DET
fumecheng-844	110	2	main	main	ADJ
fumecheng-844	110	3	reason	reason	NOUN
fumecheng-844	110	4	for	for	ADP
fumecheng-844	110	5	this	this	DET
fumecheng-844	110	6	result	result	NOUN
fumecheng-844	110	7	is	be	AUX
fumecheng-844	110	8	unequal	unequal	ADJ
fumecheng-844	110	9	class	class	NOUN
fumecheng-844	110	10	split	split	NOUN
fumecheng-844	110	11	in	in	ADP
fumecheng-844	110	12	dataset	dataset	NOUN
fumecheng-844	110	13	for	for	ADP
fumecheng-844	110	14	passenger	passenger	NOUN
fumecheng-844	110	15	traffic	traffic	NOUN
fumecheng-844	110	16	(	(	PUNCT
fumecheng-844	110	17	72.5	72.5	NUM
fumecheng-844	110	18	%	%	NOUN
fumecheng-844	110	19	of	of	ADP
fumecheng-844	110	20	class	class	NOUN
fumecheng-844	110	21	p	p	NOUN
fumecheng-844	110	22	and	and	CCONJ
fumecheng-844	110	23	37.5	37.5	NUM
fumecheng-844	110	24	%	%	NOUN
fumecheng-844	110	25	of	of	ADP
fumecheng-844	110	26	class	class	NOUN
fumecheng-844	110	27	n	n	CCONJ
fumecheng-844	110	28	)	)	PUNCT
fumecheng-844	110	29	and	and	CCONJ
fumecheng-844	110	30	large	large	ADJ
fumecheng-844	110	31	number	number	NOUN
fumecheng-844	110	32	of	of	ADP
fumecheng-844	110	33	missing	miss	VERB
fumecheng-844	110	34	values	value	NOUN
fumecheng-844	110	35	for	for	ADP
fumecheng-844	110	36	the	the	DET
fumecheng-844	110	37	used	use	VERB
fumecheng-844	110	38	attributes	attribute	NOUN
fumecheng-844	110	39	.	.	PUNCT
fumecheng-844	111	1	dt	dt	PROPN
fumecheng-844	111	2	provided	provide	VERB
fumecheng-844	111	3	good	good	ADJ
fumecheng-844	111	4	results	result	NOUN
fumecheng-844	111	5	for	for	ADP
fumecheng-844	111	6	both	both	DET
fumecheng-844	111	7	traffic	traffic	NOUN
fumecheng-844	111	8	types	type	NOUN
fumecheng-844	111	9	in	in	ADP
fumecheng-844	111	10	austria	austria	PROPN
fumecheng-844	111	11	.	.	PUNCT
fumecheng-844	112	1	prediction	prediction	NOUN
fumecheng-844	112	2	of	of	ADP
fumecheng-844	112	3	freight	freight	NOUN
fumecheng-844	112	4	traffic	traffic	NOUN
fumecheng-844	112	5	decrease	decrease	NOUN
fumecheng-844	112	6	had	have	VERB
fumecheng-844	112	7	significantly	significantly	ADV
fumecheng-844	112	8	low	low	ADJ
fumecheng-844	112	9	performance	performance	NOUN
fumecheng-844	112	10	due	due	ADJ
fumecheng-844	112	11	the	the	DET
fumecheng-844	112	12	small	small	ADJ
fumecheng-844	112	13	number	number	NOUN
fumecheng-844	112	14	of	of	ADP
fumecheng-844	112	15	examples	example	NOUN
fumecheng-844	112	16	for	for	ADP
fumecheng-844	112	17	class	class	NOUN
fumecheng-844	112	18	n	n	NOUN
fumecheng-844	112	19	in	in	ADP
fumecheng-844	112	20	dataset	dataset	NOUN
fumecheng-844	112	21	(	(	PUNCT
fumecheng-844	112	22	about	about	ADV
fumecheng-844	112	23	28	28	NUM
fumecheng-844	112	24	%	%	NOUN
fumecheng-844	112	25	)	)	PUNCT
fumecheng-844	112	26	.	.	PUNCT
fumecheng-844	113	1	comparing	compare	VERB
fumecheng-844	113	2	to	to	ADP
fumecheng-844	113	3	table	table	NOUN
fumecheng-844	113	4	1	1	NUM
fumecheng-844	113	5	,	,	PUNCT
fumecheng-844	113	6	better	well	ADJ
fumecheng-844	113	7	results	result	NOUN
fumecheng-844	113	8	were	be	AUX
fumecheng-844	113	9	obtained	obtain	VERB
fumecheng-844	113	10	for	for	ADP
fumecheng-844	113	11	freight	freight	NOUN
fumecheng-844	113	12	traffic	traffic	NOUN
fumecheng-844	113	13	in	in	ADP
fumecheng-844	113	14	both	both	DET
fumecheng-844	113	15	countries	country	NOUN
fumecheng-844	113	16	.	.	PUNCT
fumecheng-844	114	1	result	result	VERB
fumecheng-844	114	2	for	for	SCONJ
fumecheng-844	114	3	passenger	passenger	NOUN
fumecheng-844	114	4	traffic	traffic	NOUN
fumecheng-844	114	5	in	in	ADP
fumecheng-844	114	6	austria	austria	PROPN
fumecheng-844	114	7	was	be	AUX
fumecheng-844	114	8	not	not	PART
fumecheng-844	114	9	improved	improve	VERB
fumecheng-844	114	10	,	,	PUNCT
fumecheng-844	114	11	while	while	SCONJ
fumecheng-844	114	12	in	in	ADP
fumecheng-844	114	13	case	case	NOUN
fumecheng-844	114	14	of	of	ADP
fumecheng-844	114	15	serbia	serbia	PROPN
fumecheng-844	114	16	result	result	VERB
fumecheng-844	114	17	140	140	NUM
fumecheng-844	114	18	l.	l.	PROPN
fumecheng-844	114	19	lazarević	lazarević	PROPN
fumecheng-844	114	20	,	,	PUNCT
fumecheng-844	114	21	m.	m.	PROPN
fumecheng-844	114	22	kovaĉević	kovaĉević	PROPN
fumecheng-844	114	23	,	,	PUNCT
fumecheng-844	114	24	z.	z.	PROPN
fumecheng-844	114	25	popović	popović	PROPN
fumecheng-844	114	26	was	be	AUX
fumecheng-844	114	27	significantly	significantly	ADV
fumecheng-844	114	28	lower	low	ADJ
fumecheng-844	114	29	.	.	PUNCT
fumecheng-844	115	1	therefore	therefore	ADV
fumecheng-844	115	2	,	,	PUNCT
fumecheng-844	115	3	attributes	attribute	NOUN
fumecheng-844	115	4	presented	present	VERB
fumecheng-844	115	5	in	in	ADP
fumecheng-844	115	6	table	table	NOUN
fumecheng-844	115	7	2	2	NUM
fumecheng-844	115	8	do	do	AUX
fumecheng-844	115	9	not	not	PART
fumecheng-844	115	10	reflect	reflect	VERB
fumecheng-844	115	11	the	the	DET
fumecheng-844	115	12	changes	change	NOUN
fumecheng-844	115	13	in	in	ADP
fumecheng-844	115	14	passenger	passenger	NOUN
fumecheng-844	115	15	rail	rail	NOUN
fumecheng-844	115	16	traffic	traffic	NOUN
fumecheng-844	115	17	in	in	ADP
fumecheng-844	115	18	serbia	serbia	PROPN
fumecheng-844	115	19	.	.	PUNCT
fumecheng-844	116	1	it	it	PRON
fumecheng-844	116	2	is	be	AUX
fumecheng-844	116	3	important	important	ADJ
fumecheng-844	116	4	to	to	PART
fumecheng-844	116	5	mention	mention	VERB
fumecheng-844	116	6	that	that	SCONJ
fumecheng-844	116	7	the	the	DET
fumecheng-844	116	8	number	number	NOUN
fumecheng-844	116	9	of	of	ADP
fumecheng-844	116	10	missing	miss	VERB
fumecheng-844	116	11	values	value	NOUN
fumecheng-844	116	12	ranged	range	VERB
fumecheng-844	116	13	from	from	ADP
fumecheng-844	116	14	35	35	NUM
fumecheng-844	116	15	-	-	SYM
fumecheng-844	116	16	50	50	NUM
fumecheng-844	116	17	%	%	NOUN
fumecheng-844	116	18	of	of	ADP
fumecheng-844	116	19	all	all	DET
fumecheng-844	116	20	values	value	NOUN
fumecheng-844	116	21	depending	depend	VERB
fumecheng-844	116	22	on	on	ADP
fumecheng-844	116	23	the	the	DET
fumecheng-844	116	24	attribute	attribute	NOUN
fumecheng-844	116	25	and	and	CCONJ
fumecheng-844	116	26	country	country	NOUN
fumecheng-844	116	27	.	.	PUNCT
fumecheng-844	117	1	therefore	therefore	ADV
fumecheng-844	117	2	,	,	PUNCT
fumecheng-844	117	3	obtained	obtain	VERB
fumecheng-844	117	4	results	result	NOUN
fumecheng-844	117	5	were	be	AUX
fumecheng-844	117	6	highly	highly	ADV
fumecheng-844	117	7	influenced	influence	VERB
fumecheng-844	117	8	by	by	ADP
fumecheng-844	117	9	the	the	DET
fumecheng-844	117	10	large	large	ADJ
fumecheng-844	117	11	number	number	NOUN
fumecheng-844	117	12	of	of	ADP
fumecheng-844	117	13	missing	miss	VERB
fumecheng-844	117	14	values	value	NOUN
fumecheng-844	117	15	.	.	PUNCT
fumecheng-844	118	1	5	5	X
fumecheng-844	118	2	.	.	X
fumecheng-844	118	3	discussion	discussion	NOUN
fumecheng-844	118	4	and	and	CCONJ
fumecheng-844	118	5	conclusion	conclusion	NOUN
fumecheng-844	118	6	countries	country	NOUN
fumecheng-844	118	7	with	with	ADP
fumecheng-844	118	8	strong	strong	ADJ
fumecheng-844	118	9	industry	industry	NOUN
fumecheng-844	118	10	and	and	CCONJ
fumecheng-844	118	11	economy	economy	NOUN
fumecheng-844	118	12	have	have	AUX
fumecheng-844	118	13	fully	fully	ADV
fumecheng-844	118	14	organized	organize	VERB
fumecheng-844	118	15	and	and	CCONJ
fumecheng-844	118	16	functional	functional	ADJ
fumecheng-844	118	17	railway	railway	NOUN
fumecheng-844	118	18	transport	transport	NOUN
fumecheng-844	118	19	.	.	PUNCT
fumecheng-844	119	1	the	the	DET
fumecheng-844	119	2	main	main	ADJ
fumecheng-844	119	3	reason	reason	NOUN
fumecheng-844	119	4	is	be	AUX
fumecheng-844	119	5	high	high	ADJ
fumecheng-844	119	6	capacity	capacity	NOUN
fumecheng-844	119	7	,	,	PUNCT
fumecheng-844	119	8	efficiency	efficiency	NOUN
fumecheng-844	119	9	and	and	CCONJ
fumecheng-844	119	10	safety	safety	NOUN
fumecheng-844	119	11	of	of	ADP
fumecheng-844	119	12	railways	railway	NOUN
fumecheng-844	119	13	.	.	PUNCT
fumecheng-844	120	1	hence	hence	ADV
fumecheng-844	120	2	,	,	PUNCT
fumecheng-844	120	3	european	european	ADJ
fumecheng-844	120	4	transport	transport	NOUN
fumecheng-844	120	5	policies	policy	NOUN
fumecheng-844	120	6	are	be	AUX
fumecheng-844	120	7	directed	direct	VERB
fumecheng-844	120	8	towards	towards	ADP
fumecheng-844	120	9	the	the	DET
fumecheng-844	120	10	shift	shift	NOUN
fumecheng-844	120	11	to	to	ADP
fumecheng-844	120	12	rail	rail	NOUN
fumecheng-844	120	13	transport	transport	NOUN
fumecheng-844	120	14	.	.	PUNCT
fumecheng-844	121	1	the	the	DET
fumecheng-844	121	2	shift	shift	NOUN
fumecheng-844	121	3	to	to	ADP
fumecheng-844	121	4	rail	rail	NOUN
fumecheng-844	121	5	transport	transport	NOUN
fumecheng-844	121	6	will	will	AUX
fumecheng-844	121	7	be	be	AUX
fumecheng-844	121	8	followed	follow	VERB
fumecheng-844	121	9	by	by	ADP
fumecheng-844	121	10	certain	certain	ADJ
fumecheng-844	121	11	economic	economic	ADJ
fumecheng-844	121	12	changes	change	NOUN
fumecheng-844	121	13	.	.	PUNCT
fumecheng-844	122	1	on	on	ADP
fumecheng-844	122	2	the	the	DET
fumecheng-844	122	3	other	other	ADJ
fumecheng-844	122	4	hand	hand	NOUN
fumecheng-844	122	5	,	,	PUNCT
fumecheng-844	122	6	economic	economic	ADJ
fumecheng-844	122	7	changes	change	NOUN
fumecheng-844	122	8	can	can	AUX
fumecheng-844	122	9	influence	influence	VERB
fumecheng-844	122	10	the	the	DET
fumecheng-844	122	11	changes	change	NOUN
fumecheng-844	122	12	in	in	ADP
fumecheng-844	122	13	rail	rail	NOUN
fumecheng-844	122	14	traffic	traffic	NOUN
fumecheng-844	122	15	volume	volume	NOUN
fumecheng-844	122	16	in	in	ADP
fumecheng-844	122	17	countries	country	NOUN
fumecheng-844	122	18	that	that	PRON
fumecheng-844	122	19	strongly	strongly	ADV
fumecheng-844	122	20	rely	rely	VERB
fumecheng-844	122	21	on	on	ADP
fumecheng-844	122	22	rail	rail	NOUN
fumecheng-844	122	23	transport	transport	NOUN
fumecheng-844	122	24	.	.	PUNCT
fumecheng-844	123	1	the	the	DET
fumecheng-844	123	2	research	research	NOUN
fumecheng-844	123	3	presented	present	VERB
fumecheng-844	123	4	in	in	ADP
fumecheng-844	123	5	this	this	DET
fumecheng-844	123	6	paper	paper	NOUN
fumecheng-844	123	7	was	be	AUX
fumecheng-844	123	8	directed	direct	VERB
fumecheng-844	123	9	towards	towards	ADP
fumecheng-844	123	10	the	the	DET
fumecheng-844	123	11	development	development	NOUN
fumecheng-844	123	12	of	of	ADP
fumecheng-844	123	13	rail	rail	NOUN
fumecheng-844	123	14	traffic	traffic	NOUN
fumecheng-844	123	15	prediction	prediction	NOUN
fumecheng-844	123	16	models	model	NOUN
fumecheng-844	123	17	based	base	VERB
fumecheng-844	123	18	on	on	ADP
fumecheng-844	123	19	machine	machine	NOUN
fumecheng-844	123	20	learning	learn	VERB
fumecheng-844	123	21	techniques	technique	NOUN
fumecheng-844	123	22	which	which	PRON
fumecheng-844	123	23	utilize	utilize	VERB
fumecheng-844	123	24	world	world	NOUN
fumecheng-844	123	25	development	development	NOUN
fumecheng-844	123	26	indicators	indicator	NOUN
fumecheng-844	123	27	defined	define	VERB
fumecheng-844	123	28	by	by	ADP
fumecheng-844	123	29	the	the	DET
fumecheng-844	123	30	world	world	PROPN
fumecheng-844	123	31	bank	bank	PROPN
fumecheng-844	123	32	.	.	PUNCT
fumecheng-844	124	1	models	model	NOUN
fumecheng-844	124	2	were	be	AUX
fumecheng-844	124	3	developed	develop	VERB
fumecheng-844	124	4	and	and	CCONJ
fumecheng-844	124	5	evaluated	evaluate	VERB
fumecheng-844	124	6	for	for	ADP
fumecheng-844	124	7	two	two	NUM
fumecheng-844	124	8	countries	country	NOUN
fumecheng-844	124	9	,	,	PUNCT
fumecheng-844	124	10	serbia	serbia	PROPN
fumecheng-844	124	11	and	and	CCONJ
fumecheng-844	124	12	austria	austria	PROPN
fumecheng-844	124	13	,	,	PUNCT
fumecheng-844	124	14	in	in	ADP
fumecheng-844	124	15	order	order	NOUN
fumecheng-844	124	16	to	to	PART
fumecheng-844	124	17	provide	provide	VERB
fumecheng-844	124	18	sound	sound	ADJ
fumecheng-844	124	19	basis	basis	NOUN
fumecheng-844	124	20	for	for	ADP
fumecheng-844	124	21	model	model	NOUN
fumecheng-844	124	22	comparisons	comparison	NOUN
fumecheng-844	124	23	.	.	PUNCT
fumecheng-844	125	1	performances	performance	NOUN
fumecheng-844	125	2	of	of	ADP
fumecheng-844	125	3	the	the	DET
fumecheng-844	125	4	prediction	prediction	NOUN
fumecheng-844	125	5	models	model	NOUN
fumecheng-844	125	6	were	be	AUX
fumecheng-844	125	7	assessed	assess	VERB
fumecheng-844	125	8	using	use	VERB
fumecheng-844	125	9	f	f	NOUN
fumecheng-844	125	10	-	-	PUNCT
fumecheng-844	125	11	measure	measure	NOUN
fumecheng-844	125	12	.	.	PUNCT
fumecheng-844	126	1	considering	consider	VERB
fumecheng-844	126	2	that	that	SCONJ
fumecheng-844	126	3	minimum	minimum	NOUN
fumecheng-844	126	4	required	require	VERB
fumecheng-844	126	5	f	f	NOUN
fumecheng-844	126	6	-	-	PUNCT
fumecheng-844	126	7	measure	measure	NOUN
fumecheng-844	126	8	should	should	AUX
fumecheng-844	126	9	be	be	AUX
fumecheng-844	126	10	0.75	0.75	NUM
fumecheng-844	126	11	,	,	PUNCT
fumecheng-844	126	12	obtained	obtain	VERB
fumecheng-844	126	13	performances	performance	NOUN
fumecheng-844	126	14	for	for	ADP
fumecheng-844	126	15	all	all	DET
fumecheng-844	126	16	models	model	NOUN
fumecheng-844	126	17	were	be	AUX
fumecheng-844	126	18	below	below	ADP
fumecheng-844	126	19	this	this	DET
fumecheng-844	126	20	threshold	threshold	NOUN
fumecheng-844	126	21	.	.	PUNCT
fumecheng-844	127	1	however	however	ADV
fumecheng-844	127	2	,	,	PUNCT
fumecheng-844	127	3	prediction	prediction	NOUN
fumecheng-844	127	4	models	model	NOUN
fumecheng-844	127	5	provided	provide	VERB
fumecheng-844	127	6	good	good	ADJ
fumecheng-844	127	7	estimation	estimation	NOUN
fumecheng-844	127	8	of	of	ADP
fumecheng-844	127	9	changes	change	NOUN
fumecheng-844	127	10	in	in	ADP
fumecheng-844	127	11	rail	rail	NOUN
fumecheng-844	127	12	traffic	traffic	NOUN
fumecheng-844	127	13	regardless	regardless	ADV
fumecheng-844	127	14	of	of	ADP
fumecheng-844	127	15	the	the	DET
fumecheng-844	127	16	small	small	ADJ
fumecheng-844	127	17	dataset	dataset	NOUN
fumecheng-844	127	18	and	and	CCONJ
fumecheng-844	127	19	large	large	ADJ
fumecheng-844	127	20	number	number	NOUN
fumecheng-844	127	21	of	of	ADP
fumecheng-844	127	22	missing	miss	VERB
fumecheng-844	127	23	values	value	NOUN
fumecheng-844	127	24	.	.	PUNCT
fumecheng-844	128	1	therefore	therefore	ADV
fumecheng-844	128	2	,	,	PUNCT
fumecheng-844	128	3	these	these	DET
fumecheng-844	128	4	models	model	NOUN
fumecheng-844	128	5	can	can	AUX
fumecheng-844	128	6	be	be	AUX
fumecheng-844	128	7	used	use	VERB
fumecheng-844	128	8	for	for	ADP
fumecheng-844	128	9	preliminary	preliminary	ADJ
fumecheng-844	128	10	estimations	estimation	NOUN
fumecheng-844	128	11	for	for	ADP
fumecheng-844	128	12	the	the	DET
fumecheng-844	128	13	purposes	purpose	NOUN
fumecheng-844	128	14	of	of	ADP
fumecheng-844	128	15	transport	transport	NOUN
fumecheng-844	128	16	market	market	NOUN
fumecheng-844	128	17	survey	survey	NOUN
fumecheng-844	128	18	and	and	CCONJ
fumecheng-844	128	19	analysis	analysis	NOUN
fumecheng-844	128	20	,	,	PUNCT
fumecheng-844	128	21	as	as	ADV
fumecheng-844	128	22	well	well	ADV
fumecheng-844	128	23	as	as	ADP
fumecheng-844	128	24	for	for	ADP
fumecheng-844	128	25	development	development	NOUN
fumecheng-844	128	26	of	of	ADP
fumecheng-844	128	27	plans	plan	NOUN
fumecheng-844	128	28	,	,	PUNCT
fumecheng-844	128	29	measures	measure	NOUN
fumecheng-844	128	30	and	and	CCONJ
fumecheng-844	128	31	strategies	strategy	NOUN
fumecheng-844	128	32	on	on	ADP
fumecheng-844	128	33	the	the	DET
fumecheng-844	128	34	level	level	NOUN
fumecheng-844	128	35	of	of	ADP
fumecheng-844	128	36	network	network	NOUN
fumecheng-844	128	37	or	or	CCONJ
fumecheng-844	128	38	its	its	PRON
fumecheng-844	128	39	sections	section	NOUN
fumecheng-844	128	40	.	.	PUNCT
fumecheng-844	129	1	further	further	ADJ
fumecheng-844	129	2	research	research	NOUN
fumecheng-844	129	3	in	in	ADP
fumecheng-844	129	4	this	this	DET
fumecheng-844	129	5	field	field	NOUN
fumecheng-844	129	6	is	be	AUX
fumecheng-844	129	7	directed	direct	VERB
fumecheng-844	129	8	towards	towards	ADP
fumecheng-844	129	9	determination	determination	NOUN
fumecheng-844	129	10	of	of	ADP
fumecheng-844	129	11	the	the	DET
fumecheng-844	129	12	general	general	ADJ
fumecheng-844	129	13	indicators	indicator	NOUN
fumecheng-844	129	14	using	use	VERB
fumecheng-844	129	15	several	several	ADJ
fumecheng-844	129	16	different	different	ADJ
fumecheng-844	129	17	countries	country	NOUN
fumecheng-844	129	18	,	,	PUNCT
fumecheng-844	129	19	which	which	PRON
fumecheng-844	129	20	would	would	AUX
fumecheng-844	129	21	provide	provide	VERB
fumecheng-844	129	22	larger	large	ADJ
fumecheng-844	129	23	dataset	dataset	NOUN
fumecheng-844	129	24	and	and	CCONJ
fumecheng-844	129	25	thus	thus	ADV
fumecheng-844	129	26	more	more	ADV
fumecheng-844	129	27	advanced	advanced	ADJ
fumecheng-844	129	28	prediction	prediction	NOUN
fumecheng-844	129	29	model	model	NOUN
fumecheng-844	129	30	.	.	PUNCT
fumecheng-844	130	1	the	the	DET
fumecheng-844	130	2	main	main	ADJ
fumecheng-844	130	3	goal	goal	NOUN
fumecheng-844	130	4	would	would	AUX
fumecheng-844	130	5	be	be	AUX
fumecheng-844	130	6	to	to	PART
fumecheng-844	130	7	create	create	VERB
fumecheng-844	130	8	the	the	DET
fumecheng-844	130	9	general	general	ADJ
fumecheng-844	130	10	model	model	NOUN
fumecheng-844	130	11	for	for	ADP
fumecheng-844	130	12	railway	railway	NOUN
fumecheng-844	130	13	traffic	traffic	NOUN
fumecheng-844	130	14	prediction	prediction	NOUN
fumecheng-844	130	15	based	base	VERB
fumecheng-844	130	16	on	on	ADP
fumecheng-844	130	17	world	world	NOUN
fumecheng-844	130	18	development	development	NOUN
fumecheng-844	130	19	indicators	indicator	NOUN
fumecheng-844	130	20	.	.	PUNCT
fumecheng-844	131	1	acknowledgement	acknowledgement	NOUN
fumecheng-844	131	2	:	:	PUNCT
fumecheng-844	131	3	this	this	DET
fumecheng-844	131	4	paper	paper	NOUN
fumecheng-844	131	5	was	be	AUX
fumecheng-844	131	6	supported	support	VERB
fumecheng-844	131	7	by	by	ADP
fumecheng-844	131	8	the	the	DET
fumecheng-844	131	9	ministry	ministry	PROPN
fumecheng-844	131	10	of	of	ADP
fumecheng-844	131	11	science	science	NOUN
fumecheng-844	131	12	and	and	CCONJ
fumecheng-844	131	13	technological	technological	ADJ
fumecheng-844	131	14	development	development	NOUN
fumecheng-844	131	15	of	of	ADP
fumecheng-844	131	16	the	the	DET
fumecheng-844	131	17	republic	republic	NOUN
fumecheng-844	131	18	of	of	ADP
fumecheng-844	131	19	serbia	serbia	PROPN
fumecheng-844	131	20	through	through	ADP
fumecheng-844	131	21	the	the	DET
fumecheng-844	131	22	research	research	NOUN
fumecheng-844	131	23	project	project	NOUN
fumecheng-844	131	24	no	no	NOUN
fumecheng-844	131	25	.	.	NOUN
fumecheng-844	131	26	36012	36012	NUM
fumecheng-844	131	27	:	:	PUNCT
fumecheng-844	131	28	„	„	PUNCT
fumecheng-844	131	29	research	research	NOUN
fumecheng-844	131	30	of	of	ADP
fumecheng-844	131	31	technical	technical	ADJ
fumecheng-844	131	32	-	-	PUNCT
fumecheng-844	131	33	technological	technological	ADJ
fumecheng-844	131	34	,	,	PUNCT
fumecheng-844	131	35	staff	staff	NOUN
fumecheng-844	131	36	and	and	CCONJ
fumecheng-844	131	37	organizational	organizational	ADJ
fumecheng-844	131	38	capacity	capacity	NOUN
fumecheng-844	131	39	of	of	ADP
fumecheng-844	131	40	serbian	serbian	ADJ
fumecheng-844	131	41	railways	railway	NOUN
fumecheng-844	131	42	,	,	PUNCT
fumecheng-844	131	43	from	from	ADP
fumecheng-844	131	44	the	the	DET
fumecheng-844	131	45	viewpoint	viewpoint	NOUN
fumecheng-844	131	46	of	of	ADP
fumecheng-844	131	47	current	current	ADJ
fumecheng-844	131	48	and	and	CCONJ
fumecheng-844	131	49	future	future	ADJ
fumecheng-844	131	50	eu	eu	PROPN
fumecheng-844	131	51	requirements	requirement	NOUN
fumecheng-844	131	52	”	"	PUNCT
fumecheng-844	131	53	.	.	PUNCT
fumecheng-844	132	1	references	reference	NOUN
fumecheng-844	132	2	1	1	NUM
fumecheng-844	132	3	.	.	PUNCT
fumecheng-844	133	1	abdulhai	abdulhai	PROPN
fumecheng-844	133	2	b.	b.	PROPN
fumecheng-844	133	3	,	,	PUNCT
fumecheng-844	133	4	porwal	porwal	PROPN
fumecheng-844	133	5	h.	h.	PROPN
fumecheng-844	133	6	,	,	PUNCT
fumecheng-844	133	7	recker	recker	PROPN
fumecheng-844	133	8	w.	w.	PROPN
fumecheng-844	133	9	,	,	PUNCT
fumecheng-844	133	10	2002	2002	NUM
fumecheng-844	133	11	,	,	PUNCT
fumecheng-844	133	12	short	short	ADJ
fumecheng-844	133	13	-	-	PUNCT
fumecheng-844	133	14	term	term	NOUN
fumecheng-844	133	15	traffic	traffic	NOUN
fumecheng-844	133	16	flow	flow	NOUN
fumecheng-844	133	17	prediction	prediction	NOUN
fumecheng-844	133	18	using	use	VERB
fumecheng-844	133	19	neuro	neuro	NOUN
fumecheng-844	133	20	-	-	PUNCT
fumecheng-844	133	21	genetic	genetic	ADJ
fumecheng-844	133	22	algorithms	algorithm	NOUN
fumecheng-844	133	23	,	,	PUNCT
fumecheng-844	133	24	journal	journal	NOUN
fumecheng-844	133	25	of	of	ADP
fumecheng-844	133	26	intelligent	intelligent	ADJ
fumecheng-844	133	27	transportation	transportation	NOUN
fumecheng-844	133	28	systems	system	NOUN
fumecheng-844	133	29	,	,	PUNCT
fumecheng-844	133	30	7(1	7(1	NUM
fumecheng-844	133	31	)	)	PUNCT
fumecheng-844	133	32	,	,	PUNCT
fumecheng-844	133	33	pp	pp	ADP
fumecheng-844	133	34	.	.	PUNCT
fumecheng-844	134	1	3	3	NUM
fumecheng-844	134	2	-	-	SYM
fumecheng-844	134	3	41	41	NUM
fumecheng-844	134	4	.	.	NOUN
fumecheng-844	135	1	2	2	X
fumecheng-844	135	2	.	.	X
fumecheng-844	136	1	celikoglua	celikoglua	PROPN
fumecheng-844	136	2	h.b	h.b	PROPN
fumecheng-844	136	3	.	.	PROPN
fumecheng-844	136	4	,	,	PUNCT
fumecheng-844	136	5	cigizoglu	cigizoglu	PROPN
fumecheng-844	136	6	h.k	h.k	PROPN
fumecheng-844	136	7	.	.	PROPN
fumecheng-844	136	8	,	,	PUNCT
fumecheng-844	136	9	2007	2007	NUM
fumecheng-844	136	10	,	,	PUNCT
fumecheng-844	136	11	public	public	ADJ
fumecheng-844	136	12	transportation	transportation	NOUN
fumecheng-844	136	13	trip	trip	NOUN
fumecheng-844	136	14	flow	flow	VERB
fumecheng-844	136	15	modeling	modeling	NOUN
fumecheng-844	136	16	with	with	ADP
fumecheng-844	136	17	generalized	generalized	ADJ
fumecheng-844	136	18	regression	regression	NOUN
fumecheng-844	136	19	neural	neural	ADJ
fumecheng-844	136	20	networks	network	NOUN
fumecheng-844	136	21	,	,	PUNCT
fumecheng-844	136	22	advances	advance	NOUN
fumecheng-844	136	23	in	in	ADP
fumecheng-844	136	24	engineering	engineering	NOUN
fumecheng-844	136	25	software	software	NOUN
fumecheng-844	136	26	,	,	PUNCT
fumecheng-844	136	27	38(2	38(2	NOUN
fumecheng-844	136	28	)	)	PUNCT
fumecheng-844	136	29	,	,	PUNCT
fumecheng-844	136	30	pp	pp	ADP
fumecheng-844	136	31	.	.	PUNCT
fumecheng-844	137	1	71–79	71–79	ADV
fumecheng-844	137	2	.	.	PUNCT
fumecheng-844	138	1	3	3	X
fumecheng-844	138	2	.	.	X
fumecheng-844	138	3	çetiner	çetiner	PROPN
fumecheng-844	138	4	b.g	b.g	PROPN
fumecheng-844	138	5	.	.	PROPN
fumecheng-844	138	6	,	,	PUNCT
fumecheng-844	138	7	sari	sari	ADJ
fumecheng-844	138	8	m.	m.	NOUN
fumecheng-844	138	9	,	,	PUNCT
fumecheng-844	138	10	borat	borat	NOUN
fumecheng-844	138	11	o.	o.	NOUN
fumecheng-844	138	12	,	,	PUNCT
fumecheng-844	138	13	2010	2010	NUM
fumecheng-844	138	14	,	,	PUNCT
fumecheng-844	138	15	a	a	DET
fumecheng-844	138	16	neural	neural	ADJ
fumecheng-844	138	17	network	network	NOUN
fumecheng-844	138	18	based	base	VERB
fumecheng-844	138	19	traffic	traffic	NOUN
fumecheng-844	138	20	-	-	PUNCT
fumecheng-844	138	21	flow	flow	NOUN
fumecheng-844	138	22	prediction	prediction	NOUN
fumecheng-844	138	23	model	model	NOUN
fumecheng-844	138	24	,	,	PUNCT
fumecheng-844	138	25	mathematical	mathematical	ADJ
fumecheng-844	138	26	and	and	CCONJ
fumecheng-844	138	27	computational	computational	ADJ
fumecheng-844	138	28	applications	application	NOUN
fumecheng-844	138	29	,	,	PUNCT
fumecheng-844	138	30	15(2	15(2	NUM
fumecheng-844	138	31	)	)	PUNCT
fumecheng-844	138	32	,	,	PUNCT
fumecheng-844	138	33	pp	pp	PROPN
fumecheng-844	138	34	.	.	PUNCT
fumecheng-844	139	1	269	269	NUM
fumecheng-844	139	2	-	-	SYM
fumecheng-844	139	3	278	278	NUM
fumecheng-844	139	4	.	.	PUNCT
fumecheng-844	140	1	4	4	NUM
fumecheng-844	140	2	.	.	X
fumecheng-844	140	3	guo	guo	PROPN
fumecheng-844	140	4	f.	f.	PROPN
fumecheng-844	140	5	,	,	PUNCT
fumecheng-844	140	6	krishnan	krishnan	PROPN
fumecheng-844	140	7	r.	r.	PROPN
fumecheng-844	140	8	,	,	PUNCT
fumecheng-844	140	9	polak	polak	PROPN
fumecheng-844	140	10	j.	j.	PROPN
fumecheng-844	140	11	,	,	PUNCT
fumecheng-844	140	12	2013	2013	NUM
fumecheng-844	140	13	,	,	PUNCT
fumecheng-844	140	14	a	a	DET
fumecheng-844	140	15	computationally	computationally	ADV
fumecheng-844	140	16	efficient	efficient	ADJ
fumecheng-844	140	17	two	two	NUM
fumecheng-844	140	18	-	-	PUNCT
fumecheng-844	140	19	stage	stage	NOUN
fumecheng-844	140	20	method	method	NOUN
fumecheng-844	140	21	for	for	ADP
fumecheng-844	140	22	short	short	ADJ
fumecheng-844	140	23	-	-	PUNCT
fumecheng-844	140	24	term	term	NOUN
fumecheng-844	140	25	traffic	traffic	NOUN
fumecheng-844	140	26	prediction	prediction	NOUN
fumecheng-844	140	27	on	on	ADP
fumecheng-844	140	28	urban	urban	ADJ
fumecheng-844	140	29	roads	road	NOUN
fumecheng-844	140	30	,	,	PUNCT
fumecheng-844	140	31	transportation	transportation	NOUN
fumecheng-844	140	32	planning	planning	NOUN
fumecheng-844	140	33	and	and	CCONJ
fumecheng-844	140	34	technology	technology	NOUN
fumecheng-844	140	35	,	,	PUNCT
fumecheng-844	140	36	36(1	36(1	NUM
fumecheng-844	140	37	)	)	PUNCT
fumecheng-844	140	38	,	,	PUNCT
fumecheng-844	140	39	pp	pp	ADP
fumecheng-844	140	40	.	.	PUNCT
fumecheng-844	141	1	62	62	NUM
fumecheng-844	141	2	-	-	SYM
fumecheng-844	141	3	75	75	NUM
fumecheng-844	141	4	.	.	PUNCT
fumecheng-844	142	1	prediction	prediction	NOUN
fumecheng-844	142	2	of	of	ADP
fumecheng-844	142	3	rail	rail	NOUN
fumecheng-844	142	4	traffic	traffic	NOUN
fumecheng-844	142	5	using	use	VERB
fumecheng-844	142	6	machine	machine	NOUN
fumecheng-844	142	7	learning	learn	VERB
fumecheng-844	142	8	classifiers	classifier	NOUN
fumecheng-844	142	9	141	141	NUM
fumecheng-844	142	10	5	5	NUM
fumecheng-844	142	11	.	.	PUNCT
fumecheng-844	143	1	griskeviciene	griskeviciene	PROPN
fumecheng-844	143	2	d.	d.	PROPN
fumecheng-844	143	3	,	,	PUNCT
fumecheng-844	143	4	griskevicius	griskevicius	PROPN
fumecheng-844	143	5	a.	a.	NOUN
fumecheng-844	143	6	,	,	PUNCT
fumecheng-844	143	7	griskeviciute	griskeviciute	NOUN
fumecheng-844	143	8	-	-	PUNCT
fumecheng-844	143	9	geciene	geciene	NOUN
fumecheng-844	143	10	a.	a.	NOUN
fumecheng-844	143	11	,	,	PUNCT
fumecheng-844	143	12	2010	2010	NUM
fumecheng-844	143	13	,	,	PUNCT
fumecheng-844	143	14	providences	providence	NOUN
fumecheng-844	143	15	and	and	CCONJ
fumecheng-844	143	16	projections	projection	NOUN
fumecheng-844	143	17	regarding	regard	VERB
fumecheng-844	143	18	the	the	DET
fumecheng-844	143	19	prognostication	prognostication	NOUN
fumecheng-844	143	20	of	of	ADP
fumecheng-844	143	21	railway	railway	NOUN
fumecheng-844	143	22	transport	transport	NOUN
fumecheng-844	143	23	volumes	volume	NOUN
fumecheng-844	143	24	from	from	ADP
fumecheng-844	143	25	a	a	DET
fumecheng-844	143	26	long	long	ADJ
fumecheng-844	143	27	-	-	PUNCT
fumecheng-844	143	28	term	term	NOUN
fumecheng-844	143	29	perspective	perspective	NOUN
fumecheng-844	143	30	,	,	PUNCT
fumecheng-844	143	31	proc	proc	NOUN
fumecheng-844	143	32	.	.	PUNCT
fumecheng-844	144	1	tenth	tenth	ADJ
fumecheng-844	144	2	international	international	ADJ
fumecheng-844	144	3	conference	conference	NOUN
fumecheng-844	144	4	“	"	PUNCT
fumecheng-844	144	5	reliability	reliability	NOUN
fumecheng-844	144	6	and	and	CCONJ
fumecheng-844	144	7	statistics	statistic	NOUN
fumecheng-844	144	8	in	in	ADP
fumecheng-844	144	9	transportation	transportation	NOUN
fumecheng-844	144	10	and	and	CCONJ
fumecheng-844	144	11	communication	communication	NOUN
fumecheng-844	144	12	”	"	PUNCT
fumecheng-844	144	13	,	,	PUNCT
fumecheng-844	144	14	riga	riga	PROPN
fumecheng-844	144	15	,	,	PUNCT
fumecheng-844	144	16	latvia	latvia	PROPN
fumecheng-844	144	17	,	,	PUNCT
fumecheng-844	144	18	pp	pp	PROPN
fumecheng-844	144	19	.	.	PUNCT
fumecheng-844	145	1	25	25	NUM
fumecheng-844	145	2	-	-	SYM
fumecheng-844	145	3	33	33	NUM
fumecheng-844	145	4	.	.	NOUN
fumecheng-844	146	1	6	6	NUM
fumecheng-844	146	2	.	.	PUNCT
fumecheng-844	146	3	gao	gao	PROPN
fumecheng-844	146	4	s.	s.	PROPN
fumecheng-844	146	5	,	,	PUNCT
fumecheng-844	146	6	zhang	zhang	PROPN
fumecheng-844	146	7	z.	z.	PROPN
fumecheng-844	146	8	,	,	PUNCT
fumecheng-844	146	9	cao	cao	PROPN
fumecheng-844	146	10	c.	c.	PROPN
fumecheng-844	146	11	,	,	PUNCT
fumecheng-844	146	12	2011	2011	NUM
fumecheng-844	146	13	,	,	PUNCT
fumecheng-844	146	14	road	road	NOUN
fumecheng-844	146	15	traffic	traffic	NOUN
fumecheng-844	146	16	freight	freight	NOUN
fumecheng-844	146	17	volume	volume	NOUN
fumecheng-844	146	18	forecast	forecast	NOUN
fumecheng-844	146	19	using	use	VERB
fumecheng-844	146	20	support	support	NOUN
fumecheng-844	146	21	vector	vector	NOUN
fumecheng-844	146	22	machine	machine	NOUN
fumecheng-844	146	23	combining	combine	VERB
fumecheng-844	146	24	forecasting	forecasting	NOUN
fumecheng-844	146	25	,	,	PUNCT
fumecheng-844	146	26	journal	journal	NOUN
fumecheng-844	146	27	of	of	ADP
fumecheng-844	146	28	software	software	NOUN
fumecheng-844	146	29	,	,	PUNCT
fumecheng-844	146	30	6(9	6(9	NUM
fumecheng-844	146	31	)	)	PUNCT
fumecheng-844	146	32	,	,	PUNCT
fumecheng-844	146	33	pp	pp	PROPN
fumecheng-844	146	34	.	.	PUNCT
fumecheng-844	147	1	1680	1680	NUM
fumecheng-844	147	2	-	-	SYM
fumecheng-844	147	3	1687	1687	NUM
fumecheng-844	147	4	.	.	PUNCT
fumecheng-844	148	1	7	7	X
fumecheng-844	148	2	.	.	X
fumecheng-844	148	3	li	li	PROPN
fumecheng-844	148	4	z.	z.	PROPN
fumecheng-844	148	5	,	,	PUNCT
fumecheng-844	148	6	zhang	zhang	PROPN
fumecheng-844	148	7	q.	q.	PROPN
fumecheng-844	148	8	,	,	PUNCT
fumecheng-844	148	9	wang	wang	PROPN
fumecheng-844	148	10	l.	l.	PROPN
fumecheng-844	148	11	,	,	PUNCT
fumecheng-844	148	12	2011	2011	NUM
fumecheng-844	148	13	,	,	PUNCT
fumecheng-844	148	14	flow	flow	NOUN
fumecheng-844	148	15	prediction	prediction	NOUN
fumecheng-844	148	16	research	research	NOUN
fumecheng-844	148	17	of	of	ADP
fumecheng-844	148	18	urban	urban	ADJ
fumecheng-844	148	19	rail	rail	NOUN
fumecheng-844	148	20	transit	transit	NOUN
fumecheng-844	148	21	based	base	VERB
fumecheng-844	148	22	on	on	ADP
fumecheng-844	148	23	support	support	NOUN
fumecheng-844	148	24	vector	vector	NOUN
fumecheng-844	148	25	machine	machine	NOUN
fumecheng-844	148	26	,	,	PUNCT
fumecheng-844	148	27	proc	proc	NOUN
fumecheng-844	148	28	.	.	PUNCT
fumecheng-844	149	1	first	first	PROPN
fumecheng-844	149	2	international	international	ADJ
fumecheng-844	149	3	conference	conference	NOUN
fumecheng-844	149	4	on	on	ADP
fumecheng-844	149	5	transportation	transportation	NOUN
fumecheng-844	149	6	information	information	NOUN
fumecheng-844	149	7	and	and	CCONJ
fumecheng-844	149	8	safety	safety	NOUN
fumecheng-844	149	9	(	(	PUNCT
fumecheng-844	149	10	ictis	ictis	PROPN
fumecheng-844	149	11	)	)	PUNCT
fumecheng-844	149	12	,	,	PUNCT
fumecheng-844	149	13	wuhan	wuhan	PROPN
fumecheng-844	149	14	,	,	PUNCT
fumecheng-844	149	15	china	china	PROPN
fumecheng-844	149	16	,	,	PUNCT
fumecheng-844	149	17	pp	pp	ADJ
fumecheng-844	149	18	.	.	PUNCT
fumecheng-844	150	1	2276	2276	NUM
fumecheng-844	150	2	-	-	SYM
fumecheng-844	150	3	2282	2282	NUM
fumecheng-844	150	4	.	.	PUNCT
fumecheng-844	151	1	8	8	X
fumecheng-844	151	2	.	.	X
fumecheng-844	151	3	fang	fang	PROPN
fumecheng-844	151	4	h.	h.	PROPN
fumecheng-844	151	5	,	,	PUNCT
fumecheng-844	151	6	yaqiang	yaqiang	PROPN
fumecheng-844	151	7	s.	s.	PROPN
fumecheng-844	151	8	,	,	PUNCT
fumecheng-844	151	9	siyu	siyu	PROPN
fumecheng-844	151	10	t.	t.	PROPN
fumecheng-844	151	11	,	,	PUNCT
fumecheng-844	151	12	2007	2007	NUM
fumecheng-844	151	13	,	,	PUNCT
fumecheng-844	151	14	the	the	DET
fumecheng-844	151	15	application	application	NOUN
fumecheng-844	151	16	of	of	ADP
fumecheng-844	151	17	combined	combine	VERB
fumecheng-844	151	18	forecast	forecast	NOUN
fumecheng-844	151	19	method	method	NOUN
fumecheng-844	151	20	in	in	ADP
fumecheng-844	151	21	predicting	predict	VERB
fumecheng-844	151	22	freight	freight	NOUN
fumecheng-844	151	23	volume	volume	NOUN
fumecheng-844	151	24	of	of	ADP
fumecheng-844	151	25	railway	railway	NOUN
fumecheng-844	151	26	,	,	PUNCT
fumecheng-844	151	27	proc	proc	NOUN
fumecheng-844	151	28	.	.	PUNCT
fumecheng-844	152	1	first	first	PROPN
fumecheng-844	152	2	international	international	ADJ
fumecheng-844	152	3	conference	conference	NOUN
fumecheng-844	152	4	on	on	ADP
fumecheng-844	152	5	transportation	transportation	NOUN
fumecheng-844	152	6	engineering	engineering	NOUN
fumecheng-844	152	7	,	,	PUNCT
fumecheng-844	152	8	southwest	southwest	PROPN
fumecheng-844	152	9	jiaotong	jiaotong	PROPN
fumecheng-844	152	10	university	university	PROPN
fumecheng-844	152	11	,	,	PUNCT
fumecheng-844	152	12	chengdu	chengdu	PROPN
fumecheng-844	152	13	,	,	PUNCT
fumecheng-844	152	14	china	china	PROPN
fumecheng-844	152	15	,	,	PUNCT
fumecheng-844	152	16	pp	pp	ADJ
fumecheng-844	152	17	.	.	PUNCT
fumecheng-844	153	1	3347	3347	NUM
fumecheng-844	153	2	-	-	SYM
fumecheng-844	153	3	3352	3352	NUM
fumecheng-844	153	4	.	.	PUNCT
fumecheng-844	154	1	9	9	NUM
fumecheng-844	154	2	.	.	X
fumecheng-844	154	3	zhuo	zhuo	PROPN
fumecheng-844	154	4	w.	w.	PROPN
fumecheng-844	154	5	,	,	PUNCT
fumecheng-844	154	6	li	li	PROPN
fumecheng-844	154	7	-	-	PROPN
fumecheng-844	154	8	min	min	PROPN
fumecheng-844	154	9	j.	j.	PROPN
fumecheng-844	154	10	,	,	PUNCT
fumecheng-844	154	11	yong	yong	PROPN
fumecheng-844	154	12	q.	q.	PROPN
fumecheng-844	154	13	,	,	PUNCT
fumecheng-844	154	14	yan	yan	PROPN
fumecheng-844	154	15	-	-	PROPN
fumecheng-844	154	16	hui	hui	PROPN
fumecheng-844	154	17	w.	w.	PROPN
fumecheng-844	154	18	,	,	PUNCT
fumecheng-844	154	19	2007	2007	NUM
fumecheng-844	154	20	,	,	PUNCT
fumecheng-844	154	21	railway	railway	NOUN
fumecheng-844	154	22	passenger	passenger	NOUN
fumecheng-844	154	23	traffic	traffic	NOUN
fumecheng-844	154	24	volume	volume	NOUN
fumecheng-844	154	25	prediction	prediction	NOUN
fumecheng-844	154	26	based	base	VERB
fumecheng-844	154	27	on	on	ADP
fumecheng-844	154	28	neural	neural	ADJ
fumecheng-844	154	29	network	network	NOUN
fumecheng-844	154	30	,	,	PUNCT
fumecheng-844	154	31	applied	apply	VERB
fumecheng-844	154	32	artificial	artificial	ADJ
fumecheng-844	154	33	intelligence	intelligence	NOUN
fumecheng-844	154	34	,	,	PUNCT
fumecheng-844	154	35	21(1	21(1	NUM
fumecheng-844	154	36	)	)	PUNCT
fumecheng-844	154	37	,	,	PUNCT
fumecheng-844	154	38	pp	pp	ADJ
fumecheng-844	154	39	.	.	PUNCT
fumecheng-844	155	1	1	1	NUM
fumecheng-844	155	2	-	-	SYM
fumecheng-844	155	3	10	10	NUM
fumecheng-844	155	4	.	.	PUNCT
fumecheng-844	156	1	10	10	NUM
fumecheng-844	156	2	.	.	PUNCT
fumecheng-844	157	1	qi	qi	PROPN
fumecheng-844	157	2	f.	f.	PROPN
fumecheng-844	157	3	,	,	PUNCT
fumecheng-844	157	4	liu	liu	PROPN
fumecheng-844	157	5	x.	x.	PROPN
fumecheng-844	157	6	,	,	PUNCT
fumecheng-844	157	7	ma	ma	PROPN
fumecheng-844	157	8	y.	y.	PROPN
fumecheng-844	157	9	,	,	PUNCT
fumecheng-844	157	10	2009	2009	NUM
fumecheng-844	157	11	,	,	PUNCT
fumecheng-844	157	12	prediction	prediction	NOUN
fumecheng-844	157	13	of	of	ADP
fumecheng-844	157	14	railway	railway	NOUN
fumecheng-844	157	15	passenger	passenger	NOUN
fumecheng-844	157	16	traffic	traffic	NOUN
fumecheng-844	157	17	volume	volume	NOUN
fumecheng-844	157	18	based	base	VERB
fumecheng-844	157	19	on	on	ADP
fumecheng-844	157	20	neural	neural	ADJ
fumecheng-844	157	21	tree	tree	NOUN
fumecheng-844	157	22	model	model	NOUN
fumecheng-844	157	23	,	,	PUNCT
fumecheng-844	157	24	proc	proc	NOUN
fumecheng-844	157	25	.	.	PUNCT
fumecheng-844	158	1	second	second	ADJ
fumecheng-844	158	2	international	international	ADJ
fumecheng-844	158	3	conference	conference	NOUN
fumecheng-844	158	4	on	on	ADP
fumecheng-844	158	5	intelligent	intelligent	ADJ
fumecheng-844	158	6	computation	computation	NOUN
fumecheng-844	158	7	technology	technology	NOUN
fumecheng-844	158	8	and	and	CCONJ
fumecheng-844	158	9	automation	automation	NOUN
fumecheng-844	158	10	,	,	PUNCT
fumecheng-844	158	11	washington	washington	PROPN
fumecheng-844	158	12	,	,	PUNCT
fumecheng-844	158	13	usa	usa	PROPN
fumecheng-844	158	14	,	,	PUNCT
fumecheng-844	158	15	pp	pp	PROPN
fumecheng-844	158	16	.	.	PUNCT
fumecheng-844	159	1	370	370	NUM
fumecheng-844	159	2	-	-	SYM
fumecheng-844	159	3	373	373	NUM
fumecheng-844	159	4	.	.	PUNCT
fumecheng-844	160	1	11	11	NUM
fumecheng-844	160	2	.	.	PUNCT
fumecheng-844	161	1	celikoglua	celikoglua	PROPN
fumecheng-844	161	2	h.b	h.b	PROPN
fumecheng-844	161	3	.	.	PROPN
fumecheng-844	161	4	,	,	PUNCT
fumecheng-844	161	5	cigizoglu	cigizoglu	PROPN
fumecheng-844	161	6	h.k	h.k	PROPN
fumecheng-844	161	7	.	.	PROPN
fumecheng-844	161	8	,	,	PUNCT
fumecheng-844	161	9	2007	2007	NUM
fumecheng-844	161	10	,	,	PUNCT
fumecheng-844	161	11	modelling	model	VERB
fumecheng-844	161	12	public	public	ADJ
fumecheng-844	161	13	transport	transport	NOUN
fumecheng-844	161	14	trips	trip	NOUN
fumecheng-844	161	15	by	by	ADP
fumecheng-844	161	16	radial	radial	ADJ
fumecheng-844	161	17	basis	basis	NOUN
fumecheng-844	161	18	function	function	NOUN
fumecheng-844	161	19	neural	neural	ADJ
fumecheng-844	161	20	networks	network	NOUN
fumecheng-844	161	21	,	,	PUNCT
fumecheng-844	161	22	mathematical	mathematical	ADJ
fumecheng-844	161	23	and	and	CCONJ
fumecheng-844	161	24	computer	computer	NOUN
fumecheng-844	161	25	modelling	modelling	NOUN
fumecheng-844	161	26	,	,	PUNCT
fumecheng-844	161	27	45(3	45(3	NUM
fumecheng-844	161	28	-	-	SYM
fumecheng-844	161	29	4	4	NUM
fumecheng-844	161	30	)	)	PUNCT
fumecheng-844	161	31	,	,	PUNCT
fumecheng-844	161	32	pp	pp	ADP
fumecheng-844	161	33	.	.	PUNCT
fumecheng-844	162	1	480	480	NUM
fumecheng-844	162	2	-	-	SYM
fumecheng-844	162	3	489	489	NUM
fumecheng-844	162	4	.	.	PUNCT
fumecheng-844	163	1	12	12	NUM
fumecheng-844	163	2	.	.	PUNCT
fumecheng-844	164	1	özuysal	özuysal	PROPN
fumecheng-844	164	2	m.	m.	NOUN
fumecheng-844	164	3	,	,	PUNCT
fumecheng-844	164	4	tayfur	tayfur	NOUN
fumecheng-844	164	5	g.	g.	NOUN
fumecheng-844	164	6	,	,	PUNCT
fumecheng-844	164	7	tanyel	tanyel	VERB
fumecheng-844	164	8	s.	s.	PROPN
fumecheng-844	164	9	,	,	PUNCT
fumecheng-844	164	10	2012	2012	NUM
fumecheng-844	164	11	,	,	PUNCT
fumecheng-844	164	12	passenger	passenger	NOUN
fumecheng-844	164	13	flows	flow	VERB
fumecheng-844	164	14	estimation	estimation	NOUN
fumecheng-844	164	15	of	of	ADP
fumecheng-844	164	16	light	light	ADJ
fumecheng-844	164	17	rail	rail	NOUN
fumecheng-844	164	18	transit	transit	NOUN
fumecheng-844	164	19	(	(	PUNCT
fumecheng-844	164	20	lrt	lrt	PROPN
fumecheng-844	164	21	)	)	PUNCT
fumecheng-844	164	22	system	system	NOUN
fumecheng-844	164	23	in	in	ADP
fumecheng-844	164	24	izmir	izmir	PROPN
fumecheng-844	164	25	,	,	PUNCT
fumecheng-844	164	26	turkey	turkey	NOUN
fumecheng-844	164	27	using	use	VERB
fumecheng-844	164	28	multiple	multiple	ADJ
fumecheng-844	164	29	regression	regression	NOUN
fumecheng-844	164	30	and	and	CCONJ
fumecheng-844	164	31	ann	ann	PROPN
fumecheng-844	164	32	methods	method	NOUN
fumecheng-844	164	33	,	,	PUNCT
fumecheng-844	164	34	promet	promet	PROPN
fumecheng-844	164	35	traffic&transportation	traffic&transportation	PROPN
fumecheng-844	164	36	,	,	PUNCT
fumecheng-844	164	37	24(1	24(1	NUM
fumecheng-844	164	38	)	)	PUNCT
fumecheng-844	164	39	,	,	PUNCT
fumecheng-844	164	40	pp	pp	ADP
fumecheng-844	164	41	.	.	PUNCT
fumecheng-844	165	1	1	1	NUM
fumecheng-844	165	2	-	-	SYM
fumecheng-844	165	3	14	14	NUM
fumecheng-844	165	4	.	.	PUNCT
fumecheng-844	166	1	13	13	NUM
fumecheng-844	166	2	.	.	X
fumecheng-844	167	1	karlaftis	karlaftis	PROPN
fumecheng-844	167	2	m.g	m.g	PROPN
fumecheng-844	167	3	.	.	PROPN
fumecheng-844	167	4	,	,	PUNCT
fumecheng-844	167	5	vlahogianni	vlahogianni	PROPN
fumecheng-844	167	6	e.i	e.i	PROPN
fumecheng-844	167	7	.	.	PROPN
fumecheng-844	167	8	,	,	PUNCT
fumecheng-844	167	9	2011	2011	NUM
fumecheng-844	167	10	,	,	PUNCT
fumecheng-844	167	11	statistical	statistical	ADJ
fumecheng-844	167	12	methods	method	NOUN
fumecheng-844	167	13	versus	versus	ADP
fumecheng-844	167	14	neural	neural	ADJ
fumecheng-844	167	15	networks	network	NOUN
fumecheng-844	167	16	in	in	ADP
fumecheng-844	167	17	transportation	transportation	NOUN
fumecheng-844	167	18	research	research	NOUN
fumecheng-844	167	19	:	:	PUNCT
fumecheng-844	167	20	differences	difference	NOUN
fumecheng-844	167	21	,	,	PUNCT
fumecheng-844	167	22	similarities	similarity	NOUN
fumecheng-844	167	23	and	and	CCONJ
fumecheng-844	167	24	some	some	DET
fumecheng-844	167	25	insights	insight	NOUN
fumecheng-844	167	26	,	,	PUNCT
fumecheng-844	167	27	transportation	transportation	NOUN
fumecheng-844	167	28	research	research	NOUN
fumecheng-844	167	29	part	part	NOUN
fumecheng-844	167	30	c	c	NOUN
fumecheng-844	167	31	:	:	PUNCT
fumecheng-844	167	32	emerging	emerge	VERB
fumecheng-844	167	33	technologies	technology	NOUN
fumecheng-844	167	34	,	,	PUNCT
fumecheng-844	167	35	19(3	19(3	NUM
fumecheng-844	167	36	)	)	PUNCT
fumecheng-844	167	37	,	,	PUNCT
fumecheng-844	167	38	pp	pp	PROPN
fumecheng-844	167	39	.	.	PUNCT
fumecheng-844	168	1	387	387	NUM
fumecheng-844	168	2	-	-	SYM
fumecheng-844	168	3	399	399	NUM
fumecheng-844	168	4	.	.	PUNCT
fumecheng-844	169	1	14	14	NUM
fumecheng-844	169	2	.	.	PUNCT
fumecheng-844	170	1	http://data.worldbank.org/	http://data.worldbank.org/	PROPN
fumecheng-844	170	2	(	(	PUNCT
fumecheng-844	170	3	accessed	access	VERB
fumecheng-844	170	4	on	on	ADP
fumecheng-844	170	5	december	december	PROPN
fumecheng-844	170	6	26	26	NUM
fumecheng-844	170	7	,	,	PUNCT
fumecheng-844	170	8	2015	2015	NUM
fumecheng-844	170	9	)	)	PUNCT
fumecheng-844	170	10	15	15	NUM
fumecheng-844	170	11	.	.	PUNCT
fumecheng-844	171	1	popović	popović	PROPN
fumecheng-844	171	2	z.	z.	PROPN
fumecheng-844	171	3	,	,	PUNCT
fumecheng-844	171	4	lazarević	lazarević	PROPN
fumecheng-844	171	5	l.	l.	PROPN
fumecheng-844	171	6	,	,	PUNCT
fumecheng-844	171	7	ižvolt	ižvolt	PROPN
fumecheng-844	171	8	l.	l.	PROPN
fumecheng-844	171	9	,	,	PUNCT
fumecheng-844	171	10	2013	2013	NUM
fumecheng-844	171	11	,	,	PUNCT
fumecheng-844	171	12	potential	potential	NOUN
fumecheng-844	171	13	of	of	ADP
fumecheng-844	171	14	the	the	DET
fumecheng-844	171	15	railway	railway	NOUN
fumecheng-844	171	16	infrastructure	infrastructure	NOUN
fumecheng-844	171	17	in	in	ADP
fumecheng-844	171	18	serbia	serbia	PROPN
fumecheng-844	171	19	,	,	PUNCT
fumecheng-844	171	20	railway	railway	NOUN
fumecheng-844	171	21	transport	transport	NOUN
fumecheng-844	171	22	and	and	CCONJ
fumecheng-844	171	23	logistics	logistic	NOUN
fumecheng-844	171	24	,	,	PUNCT
fumecheng-844	171	25	3	3	NUM
fumecheng-844	171	26	,	,	PUNCT
fumecheng-844	171	27	pp	pp	ADJ
fumecheng-844	171	28	.	.	PUNCT
fumecheng-844	172	1	9	9	NUM
fumecheng-844	172	2	-	-	SYM
fumecheng-844	172	3	22	22	NUM
fumecheng-844	172	4	.	.	PUNCT
fumecheng-844	173	1	16	16	NUM
fumecheng-844	173	2	.	.	PUNCT
fumecheng-844	173	3	hall	hall	PROPN
fumecheng-844	173	4	m.	m.	PROPN
fumecheng-844	173	5	,	,	PUNCT
fumecheng-844	173	6	frank	frank	PROPN
fumecheng-844	173	7	e.	e.	PROPN
fumecheng-844	173	8	,	,	PUNCT
fumecheng-844	173	9	holmes	holmes	PROPN
fumecheng-844	173	10	g.	g.	PROPN
fumecheng-844	173	11	,	,	PUNCT
fumecheng-844	173	12	pfahringer	pfahringer	PROPN
fumecheng-844	173	13	b.	b.	PROPN
fumecheng-844	173	14	,	,	PUNCT
fumecheng-844	173	15	reutemann	reutemann	PROPN
fumecheng-844	173	16	m.	m.	NOUN
fumecheng-844	173	17	,	,	PUNCT
fumecheng-844	173	18	witten	witten	PROPN
fumecheng-844	173	19	i.h	i.h	PROPN
fumecheng-844	173	20	.	.	PROPN
fumecheng-844	173	21	,	,	PUNCT
fumecheng-844	173	22	2009	2009	NUM
fumecheng-844	173	23	,	,	PUNCT
fumecheng-844	173	24	the	the	DET
fumecheng-844	173	25	weka	weka	PROPN
fumecheng-844	173	26	data	data	PROPN
fumecheng-844	173	27	mining	mining	NOUN
fumecheng-844	173	28	software	software	NOUN
fumecheng-844	173	29	:	:	PUNCT
fumecheng-844	173	30	an	an	DET
fumecheng-844	173	31	update	update	NOUN
fumecheng-844	173	32	,	,	PUNCT
fumecheng-844	173	33	sigkdd	sigkdd	ADJ
fumecheng-844	173	34	explorations	exploration	NOUN
fumecheng-844	173	35	,	,	PUNCT
fumecheng-844	173	36	1(11	1(11	NUM
fumecheng-844	173	37	)	)	PUNCT
fumecheng-844	173	38	,	,	PUNCT
fumecheng-844	173	39	pp	pp	PROPN
fumecheng-844	173	40	.	.	PUNCT
fumecheng-844	174	1	10	10	NUM
fumecheng-844	174	2	-	-	SYM
fumecheng-844	174	3	18	18	NUM
fumecheng-844	174	4	.	.	PUNCT
fumecheng-844	175	1	17	17	NUM
fumecheng-844	175	2	.	.	PUNCT
fumecheng-844	176	1	http://www.cs.waikato.ac.nz/ml/weka/	http://www.cs.waikato.ac.nz/ml/weka/	VERB
fumecheng-844	176	2	(	(	PUNCT
fumecheng-844	176	3	accessed	access	VERB
fumecheng-844	176	4	on	on	ADP
fumecheng-844	176	5	december	december	PROPN
fumecheng-844	176	6	26	26	NUM
fumecheng-844	176	7	,	,	PUNCT
fumecheng-844	176	8	2015	2015	NUM
fumecheng-844	176	9	)	)	PUNCT
fumecheng-844	176	10	18	18	NUM
fumecheng-844	176	11	.	.	PUNCT
fumecheng-844	177	1	mitchel	mitchel	PROPN
fumecheng-844	177	2	t.	t.	PROPN
fumecheng-844	177	3	,	,	PUNCT
fumecheng-844	177	4	1997	1997	NUM
fumecheng-844	177	5	,	,	PUNCT
fumecheng-844	177	6	machine	machine	NOUN
fumecheng-844	177	7	learning	learning	NOUN
fumecheng-844	177	8	,	,	PUNCT
fumecheng-844	177	9	mcgraw	mcgraw	PROPN
fumecheng-844	177	10	hill	hill	PROPN
fumecheng-844	177	11	,	,	PUNCT
fumecheng-844	177	12	columbus	columbus	PROPN
fumecheng-844	177	13	,	,	PUNCT
fumecheng-844	177	14	ohio	ohio	PROPN
fumecheng-844	177	15	,	,	PUNCT
fumecheng-844	177	16	414	414	NUM
fumecheng-844	177	17	p.	p.	NOUN
fumecheng-844	177	18	19	19	NUM
fumecheng-844	177	19	.	.	PUNCT
fumecheng-844	178	1	quinlan	quinlan	PROPN
fumecheng-844	178	2	j.r	j.r	PROPN
fumecheng-844	178	3	.	.	PROPN
fumecheng-844	178	4	,	,	PUNCT
fumecheng-844	178	5	1986	1986	NUM
fumecheng-844	178	6	,	,	PUNCT
fumecheng-844	178	7	induction	induction	NOUN
fumecheng-844	178	8	of	of	ADP
fumecheng-844	178	9	decision	decision	NOUN
fumecheng-844	178	10	trees	tree	NOUN
fumecheng-844	178	11	,	,	PUNCT
fumecheng-844	178	12	machine	machine	NOUN
fumecheng-844	178	13	learning	learning	NOUN
fumecheng-844	178	14	,	,	PUNCT
fumecheng-844	178	15	1(1	1(1	NUM
fumecheng-844	178	16	)	)	PUNCT
fumecheng-844	178	17	,	,	PUNCT
fumecheng-844	178	18	pp	pp	PROPN
fumecheng-844	178	19	.	.	PUNCT
fumecheng-844	179	1	81	81	NUM
fumecheng-844	179	2	-	-	SYM
fumecheng-844	179	3	106	106	NUM
fumecheng-844	179	4	.	.	PUNCT
fumecheng-844	180	1	20	20	NUM
fumecheng-844	180	2	.	.	PUNCT
fumecheng-844	181	1	haykin	haykin	PROPN
fumecheng-844	181	2	s.	s.	PROPN
fumecheng-844	181	3	,	,	PUNCT
fumecheng-844	181	4	1998	1998	NUM
fumecheng-844	181	5	,	,	PUNCT
fumecheng-844	181	6	neural	neural	ADJ
fumecheng-844	181	7	networks	network	NOUN
fumecheng-844	181	8	:	:	PUNCT
fumecheng-844	181	9	a	a	DET
fumecheng-844	181	10	comprehensive	comprehensive	ADJ
fumecheng-844	181	11	foundation	foundation	NOUN
fumecheng-844	181	12	,	,	PUNCT
fumecheng-844	181	13	prentice	prentice	NOUN
fumecheng-844	181	14	hall	hall	PROPN
fumecheng-844	181	15	,	,	PUNCT
fumecheng-844	181	16	new	new	PROPN
fumecheng-844	181	17	jersey	jersey	PROPN
fumecheng-844	181	18	,	,	PUNCT
fumecheng-844	181	19	842	842	NUM
fumecheng-844	181	20	p.	p.	NOUN
fumecheng-844	181	21	http://data.worldbank.org/	http://data.worldbank.org/	PROPN
fumecheng-844	181	22	http://www.cs.waikato.ac.nz/ml/weka/	http://www.cs.waikato.ac.nz/ml/weka/	VERB