id	sid	tid	token	lemma	pos
ap-1121	1	1	ap09_2.vp	ap09_2.vp	NOUN
ap-1121	1	2	1	1	NUM
ap-1121	1	3	introduction	introduction	NOUN
ap-1121	1	4	demand	demand	NOUN
ap-1121	1	5	can	can	AUX
ap-1121	1	6	be	be	AUX
ap-1121	1	7	defined	define	VERB
ap-1121	1	8	as	as	ADP
ap-1121	1	9	the	the	DET
ap-1121	1	10	relation	relation	NOUN
ap-1121	1	11	between	between	ADP
ap-1121	1	12	price	price	NOUN
ap-1121	1	13	and	and	CCONJ
ap-1121	1	14	the	the	DET
ap-1121	1	15	quantity	quantity	NOUN
ap-1121	1	16	of	of	ADP
ap-1121	1	17	goods	good	NOUN
ap-1121	1	18	that	that	PRON
ap-1121	1	19	buyers	buyer	NOUN
ap-1121	1	20	are	be	AUX
ap-1121	1	21	willing	willing	ADJ
ap-1121	1	22	to	to	PART
ap-1121	1	23	purchase	purchase	VERB
ap-1121	1	24	.	.	PUNCT
ap-1121	2	1	this	this	DET
ap-1121	2	2	correlation	correlation	NOUN
ap-1121	2	3	is	be	AUX
ap-1121	2	4	displayed	display	VERB
ap-1121	2	5	in	in	ADP
ap-1121	2	6	relation	relation	NOUN
ap-1121	2	7	to	to	ADP
ap-1121	2	8	the	the	DET
ap-1121	2	9	global	global	ADJ
ap-1121	2	10	market	market	NOUN
ap-1121	2	11	by	by	ADP
ap-1121	2	12	the	the	DET
ap-1121	2	13	sold	sell	VERB
ap-1121	2	14	product	product	NOUN
ap-1121	2	15	quantity	quantity	NOUN
ap-1121	2	16	at	at	ADP
ap-1121	2	17	one	one	NUM
ap-1121	2	18	time	time	NOUN
ap-1121	2	19	-	-	PUNCT
ap-1121	2	20	point	point	NOUN
ap-1121	2	21	.	.	PUNCT
ap-1121	3	1	if	if	SCONJ
ap-1121	3	2	we	we	PRON
ap-1121	3	3	focus	focus	VERB
ap-1121	3	4	on	on	ADP
ap-1121	3	5	the	the	DET
ap-1121	3	6	telecommunication	telecommunication	NOUN
ap-1121	3	7	services	service	NOUN
ap-1121	3	8	sector	sector	NOUN
ap-1121	3	9	,	,	PUNCT
ap-1121	3	10	we	we	PRON
ap-1121	3	11	can	can	AUX
ap-1121	3	12	note	note	VERB
ap-1121	3	13	the	the	DET
ap-1121	3	14	development	development	NOUN
ap-1121	3	15	of	of	ADP
ap-1121	3	16	the	the	DET
ap-1121	3	17	sale	sale	NOUN
ap-1121	3	18	of	of	ADP
ap-1121	3	19	cell	cell	NOUN
ap-1121	3	20	phones	phone	NOUN
ap-1121	3	21	and	and	CCONJ
ap-1121	3	22	internet	internet	NOUN
ap-1121	3	23	extensions	extension	NOUN
ap-1121	3	24	(	(	PUNCT
ap-1121	3	25	adsl	adsl	NOUN
ap-1121	3	26	,	,	PUNCT
ap-1121	3	27	isdn	isdn	NOUN
ap-1121	3	28	,	,	PUNCT
ap-1121	3	29	gprs	gprs	NOUN
ap-1121	3	30	,	,	PUNCT
ap-1121	3	31	wi	wi	PROPN
ap-1121	3	32	-	-	PUNCT
ap-1121	3	33	fi	fi	NOUN
ap-1121	3	34	etc	etc	X
ap-1121	3	35	.	.	PUNCT
ap-1121	3	36	)	)	PUNCT
ap-1121	4	1	factors	factor	NOUN
ap-1121	4	2	affecting	affect	VERB
ap-1121	4	3	the	the	DET
ap-1121	4	4	development	development	NOUN
ap-1121	4	5	of	of	ADP
ap-1121	4	6	demand	demand	NOUN
ap-1121	4	7	are	be	AUX
ap-1121	4	8	for	for	ADP
ap-1121	4	9	example	example	NOUN
ap-1121	4	10	technology	technology	NOUN
ap-1121	4	11	,	,	PUNCT
ap-1121	4	12	price	price	NOUN
ap-1121	4	13	and	and	CCONJ
ap-1121	4	14	considerations	consideration	NOUN
ap-1121	4	15	from	from	ADP
ap-1121	4	16	the	the	DET
ap-1121	4	17	fields	field	NOUN
ap-1121	4	18	of	of	ADP
ap-1121	4	19	psychology	psychology	NOUN
ap-1121	4	20	,	,	PUNCT
ap-1121	4	21	sociology	sociology	NOUN
ap-1121	4	22	and	and	CCONJ
ap-1121	4	23	economies	economy	NOUN
ap-1121	4	24	.	.	PUNCT
ap-1121	5	1	generally	generally	ADV
ap-1121	5	2	,	,	PUNCT
ap-1121	5	3	demand	demand	NOUN
ap-1121	5	4	can	can	AUX
ap-1121	5	5	be	be	AUX
ap-1121	5	6	considered	consider	VERB
ap-1121	5	7	as	as	ADP
ap-1121	5	8	a	a	DET
ap-1121	5	9	time	time	NOUN
ap-1121	5	10	series	series	NOUN
ap-1121	5	11	under	under	ADP
ap-1121	5	12	which	which	PRON
ap-1121	5	13	the	the	DET
ap-1121	5	14	demand	demand	NOUN
ap-1121	5	15	model	model	NOUN
ap-1121	5	16	can	can	AUX
ap-1121	5	17	be	be	AUX
ap-1121	5	18	defined	define	VERB
ap-1121	5	19	and	and	CCONJ
ap-1121	5	20	development	development	NOUN
ap-1121	5	21	trends	trend	NOUN
ap-1121	5	22	can	can	AUX
ap-1121	5	23	be	be	AUX
ap-1121	5	24	predicted	predict	VERB
ap-1121	5	25	.	.	PUNCT
ap-1121	6	1	2	2	NUM
ap-1121	6	2	construction	construction	NOUN
ap-1121	6	3	of	of	ADP
ap-1121	6	4	the	the	DET
ap-1121	6	5	demand	demand	NOUN
ap-1121	6	6	model	model	NOUN
ap-1121	6	7	the	the	DET
ap-1121	6	8	demand	demand	NOUN
ap-1121	6	9	model	model	NOUN
ap-1121	6	10	can	can	AUX
ap-1121	6	11	be	be	AUX
ap-1121	6	12	constructed	construct	VERB
ap-1121	6	13	using	use	VERB
ap-1121	6	14	standard	standard	ADJ
ap-1121	6	15	statistical	statistical	ADJ
ap-1121	6	16	methods	method	NOUN
ap-1121	6	17	including	include	VERB
ap-1121	6	18	decomposition	decomposition	NOUN
ap-1121	6	19	time	time	NOUN
ap-1121	6	20	series	series	NOUN
ap-1121	6	21	,	,	PUNCT
ap-1121	6	22	and	and	CCONJ
ap-1121	6	23	the	the	DET
ap-1121	6	24	box	box	NOUN
ap-1121	6	25	-	-	PUNCT
ap-1121	6	26	jenkins	jenkin	NOUN
ap-1121	6	27	metodology	metodology	NOUN
ap-1121	6	28	,	,	PUNCT
ap-1121	6	29	or	or	CCONJ
ap-1121	6	30	by	by	ADP
ap-1121	6	31	applying	apply	VERB
ap-1121	6	32	artificial	artificial	ADJ
ap-1121	6	33	intelligence	intelligence	NOUN
ap-1121	6	34	methods	method	NOUN
ap-1121	6	35	,	,	PUNCT
ap-1121	6	36	including	include	VERB
ap-1121	6	37	for	for	ADP
ap-1121	6	38	example	example	NOUN
ap-1121	6	39	neural	neural	ADJ
ap-1121	6	40	networks	network	NOUN
ap-1121	6	41	.	.	PUNCT
ap-1121	7	1	2.1	2.1	NUM
ap-1121	7	2	decomposition	decomposition	NOUN
ap-1121	7	3	time	time	NOUN
ap-1121	7	4	series	series	PROPN
ap-1121	7	5	the	the	DET
ap-1121	7	6	series	series	PROPN
ap-1121	7	7	{	{	PUNCT
ap-1121	7	8	,	,	PUNCT
ap-1121	7	9	,	,	PUNCT
ap-1121	7	10	,	,	PUNCT
ap-1121	7	11	}	}	PUNCT
ap-1121	7	12	y	y	PROPN
ap-1121	7	13	t	t	PROPN
ap-1121	7	14	tt	tt	PROPN
ap-1121	7	15	�	�	PROPN
ap-1121	7	16	1	1	NUM
ap-1121	7	17	�	�	PROPN
ap-1121	7	18	is	be	AUX
ap-1121	7	19	gradually	gradually	ADV
ap-1121	7	20	decomposed	decompose	VERB
ap-1121	7	21	to	to	ADP
ap-1121	7	22	several	several	ADJ
ap-1121	7	23	components	component	NOUN
ap-1121	7	24	:	:	PUNCT
ap-1121	7	25	trend	trend	NOUN
ap-1121	7	26	,	,	PUNCT
ap-1121	7	27	circular	circular	ADJ
ap-1121	7	28	component	component	NOUN
ap-1121	7	29	,	,	PUNCT
ap-1121	7	30	seasonal	seasonal	ADJ
ap-1121	7	31	component	component	NOUN
ap-1121	7	32	and	and	CCONJ
ap-1121	7	33	residual	residual	ADJ
ap-1121	7	34	component	component	NOUN
ap-1121	7	35	(	(	PUNCT
ap-1121	7	36	unsystematic	unsystematic	ADJ
ap-1121	7	37	component	component	NOUN
ap-1121	7	38	)	)	PUNCT
ap-1121	7	39	.	.	PUNCT
ap-1121	8	1	this	this	DET
ap-1121	8	2	method	method	NOUN
ap-1121	8	3	is	be	AUX
ap-1121	8	4	based	base	VERB
ap-1121	8	5	on	on	ADP
ap-1121	8	6	work	work	NOUN
ap-1121	8	7	with	with	ADP
ap-1121	8	8	time	time	NOUN
ap-1121	8	9	series	series	PROPN
ap-1121	8	10	systematic	systematic	ADJ
ap-1121	8	11	components	component	NOUN
ap-1121	8	12	.	.	PUNCT
ap-1121	9	1	features	feature	NOUN
ap-1121	9	2	of	of	ADP
ap-1121	9	3	time	time	NOUN
ap-1121	9	4	series	series	PROPN
ap-1121	9	5	behaviour	behaviour	NOUN
ap-1121	9	6	can	can	AUX
ap-1121	9	7	be	be	AUX
ap-1121	9	8	better	well	ADV
ap-1121	9	9	observed	observe	VERB
ap-1121	9	10	in	in	ADP
ap-1121	9	11	separate	separate	ADJ
ap-1121	9	12	components	component	NOUN
ap-1121	9	13	than	than	ADP
ap-1121	9	14	in	in	ADP
ap-1121	9	15	the	the	DET
ap-1121	9	16	undecomposed	undecomposed	ADJ
ap-1121	9	17	original	original	ADJ
ap-1121	9	18	time	time	NOUN
ap-1121	9	19	series	series	NOUN
ap-1121	9	20	.	.	PUNCT
ap-1121	10	1	in	in	ADP
ap-1121	10	2	this	this	DET
ap-1121	10	3	research	research	NOUN
ap-1121	10	4	study	study	NOUN
ap-1121	10	5	from	from	ADP
ap-1121	10	6	the	the	DET
ap-1121	10	7	field	field	NOUN
ap-1121	10	8	of	of	ADP
ap-1121	10	9	standard	standard	ADJ
ap-1121	10	10	statistical	statistical	ADJ
ap-1121	10	11	methods	method	NOUN
ap-1121	10	12	,	,	PUNCT
ap-1121	10	13	exponential	exponential	ADJ
ap-1121	10	14	smoothing	smoothing	NOUN
ap-1121	10	15	will	will	AUX
ap-1121	10	16	be	be	AUX
ap-1121	10	17	used	use	VERB
ap-1121	10	18	for	for	ADP
ap-1121	10	19	demand	demand	NOUN
ap-1121	10	20	modelling	modelling	NOUN
ap-1121	10	21	.	.	PUNCT
ap-1121	11	1	exponential	exponential	NOUN
ap-1121	11	2	smoothing	smooth	VERB
ap-1121	11	3	the	the	DET
ap-1121	11	4	above	above	ADV
ap-1121	11	5	defined	define	VERB
ap-1121	11	6	time	time	NOUN
ap-1121	11	7	series	series	NOUN
ap-1121	11	8	will	will	AUX
ap-1121	11	9	be	be	AUX
ap-1121	11	10	written	write	VERB
ap-1121	11	11	as	as	ADP
ap-1121	11	12	{	{	PUNCT
ap-1121	11	13	,	,	PUNCT
ap-1121	11	14	,	,	PUNCT
ap-1121	11	15	,	,	PUNCT
ap-1121	11	16	}	}	PUNCT
ap-1121	11	17	y	y	PROPN
ap-1121	11	18	t	t	PROPN
ap-1121	11	19	tt	tt	PROPN
ap-1121	11	20	�	�	PROPN
ap-1121	11	21	1	1	NUM
ap-1121	11	22	�	�	PROPN
ap-1121	11	23	.	.	PUNCT
ap-1121	12	1	simple	simple	ADJ
ap-1121	12	2	exponential	exponential	ADJ
ap-1121	12	3	smoothing	smoothing	NOUN
ap-1121	12	4	is	be	AUX
ap-1121	12	5	described	describe	VERB
ap-1121	12	6	in	in	ADP
ap-1121	12	7	the	the	DET
ap-1121	12	8	recurrent	recurrent	ADJ
ap-1121	12	9	form	form	NOUN
ap-1121	12	10	�	�	PROPN
ap-1121	12	11	(	(	PUNCT
ap-1121	12	12	)	)	PUNCT
ap-1121	12	13	�	�	PROPN
ap-1121	12	14	y	y	PROPN
ap-1121	12	15	y	y	PROPN
ap-1121	12	16	yt	yt	PROPN
ap-1121	12	17	t	t	PROPN
ap-1121	12	18	t	t	PROPN
ap-1121	12	19	�	�	PROPN
ap-1121	12	20	�	�	PROPN
ap-1121	12	21	�	�	PROPN
ap-1121	12	22	�	�	PROPN
ap-1121	12	23	�	�	PROPN
ap-1121	12	24	�	�	PROPN
ap-1121	12	25	1	1	NUM
ap-1121	12	26	1	1	NUM
ap-1121	12	27	,	,	PUNCT
ap-1121	12	28	�	�	PROPN
ap-1121	12	29	yt	yt	PROPN
ap-1121	12	30	is	be	AUX
ap-1121	12	31	the	the	DET
ap-1121	12	32	exponential	exponential	ADJ
ap-1121	12	33	average	average	NOUN
ap-1121	12	34	in	in	ADP
ap-1121	12	35	time	time	NOUN
ap-1121	12	36	t	t	PROPN
ap-1121	12	37	,	,	PUNCT
ap-1121	12	38	�	�	PROPN
ap-1121	12	39	yt	yt	PROPN
ap-1121	12	40	�	�	PROPN
ap-1121	12	41	1	1	NUM
ap-1121	12	42	is	be	AUX
ap-1121	12	43	the	the	DET
ap-1121	12	44	exponential	exponential	ADJ
ap-1121	12	45	average	average	NOUN
ap-1121	12	46	in	in	ADP
ap-1121	12	47	time	time	NOUN
ap-1121	12	48	t	t	PROPN
ap-1121	12	49	�	�	PROPN
ap-1121	12	50	1	1	NUM
ap-1121	12	51	,	,	PUNCT
ap-1121	12	52	value	value	NOUN
ap-1121	12	53	�	�	PROPN
ap-1121	12	54	is	be	AUX
ap-1121	12	55	the	the	DET
ap-1121	12	56	smoothing	smoothing	NOUN
ap-1121	12	57	constant	constant	ADJ
ap-1121	12	58	from	from	ADP
ap-1121	12	59	the	the	DET
ap-1121	12	60	interval	interval	NOUN
ap-1121	12	61	�	�	PROPN
ap-1121	12	62	�	�	PROPN
ap-1121	12	63	0	0	NUM
ap-1121	12	64	1;	1;	NUM
ap-1121	12	65	.	.	PUNCT
ap-1121	13	1	the	the	DET
ap-1121	13	2	exponential	exponential	ADJ
ap-1121	13	3	average	average	NOUN
ap-1121	13	4	can	can	AUX
ap-1121	13	5	be	be	AUX
ap-1121	13	6	expressed	express	VERB
ap-1121	13	7	on	on	ADP
ap-1121	13	8	the	the	DET
ap-1121	13	9	basis	basis	NOUN
ap-1121	13	10	of	of	ADP
ap-1121	13	11	the	the	DET
ap-1121	13	12	recurrent	recurrent	ADJ
ap-1121	13	13	form	form	NOUN
ap-1121	13	14	as	as	ADP
ap-1121	13	15	:	:	PUNCT
ap-1121	13	16	�	�	PROPN
ap-1121	13	17	(	(	PUNCT
ap-1121	13	18	)	)	PUNCT
ap-1121	13	19	�	�	PROPN
ap-1121	13	20	(	(	PUNCT
ap-1121	13	21	)	)	PUNCT
ap-1121	13	22	[	[	PUNCT
ap-1121	13	23	(	(	PUNCT
ap-1121	13	24	)	)	PUNCT
ap-1121	13	25	�	�	PROPN
ap-1121	13	26	]	]	PUNCT
ap-1121	13	27	y	y	PROPN
ap-1121	13	28	y	y	PROPN
ap-1121	13	29	y	y	PROPN
ap-1121	13	30	y	y	PROPN
ap-1121	13	31	y	y	PROPN
ap-1121	13	32	y	y	PROPN
ap-1121	13	33	y	y	PROPN
ap-1121	14	1	t	t	PROPN
ap-1121	14	2	t	t	PROPN
ap-1121	14	3	t	t	PROPN
ap-1121	14	4	t	t	PROPN
ap-1121	14	5	t	t	PROPN
ap-1121	14	6	t	t	PROPN
ap-1121	14	7	t	t	PROPN
ap-1121	14	8	�	�	PROPN
ap-1121	14	9	�	�	PROPN
ap-1121	14	10	�	�	PROPN
ap-1121	14	11	�	�	PROPN
ap-1121	14	12	�	�	PROPN
ap-1121	14	13	�	�	PROPN
ap-1121	14	14	�	�	PROPN
ap-1121	14	15	�	�	PROPN
ap-1121	14	16	�	�	PROPN
ap-1121	14	17	�	�	PROPN
ap-1121	14	18	�	�	PROPN
ap-1121	14	19	�	�	PROPN
ap-1121	14	20	�	�	PROPN
ap-1121	14	21	�	�	PROPN
ap-1121	14	22	�	�	PROPN
ap-1121	14	23	�	�	PROPN
ap-1121	14	24	�	�	PROPN
ap-1121	14	25	�	�	PROPN
ap-1121	14	26	�	�	PROPN
ap-1121	14	27	1	1	NUM
ap-1121	14	28	1	1	NUM
ap-1121	14	29	11	11	NUM
ap-1121	14	30	1	1	NUM
ap-1121	14	31	2	2	NUM
ap-1121	14	32	�	�	PROPN
ap-1121	14	33	�	�	PROPN
ap-1121	14	34	�	�	PROPN
ap-1121	14	35	�	�	PROPN
ap-1121	14	36	�	�	PROPN
ap-1121	14	37	�	�	PROPN
ap-1121	14	38	�	�	PROPN
ap-1121	14	39	�	�	PROPN
ap-1121	14	40	�	�	PROPN
ap-1121	14	41	�	�	PROPN
ap-1121	14	42	�	�	PROPN
ap-1121	14	43	�	�	PROPN
ap-1121	14	44	�	�	PROPN
ap-1121	14	45	�	�	PROPN
ap-1121	14	46	�	�	PROPN
ap-1121	14	47	�	�	PROPN
ap-1121	14	48	�	�	PROPN
ap-1121	14	49	�	�	PROPN
ap-1121	14	50	�	�	PROPN
ap-1121	14	51	�	�	PROPN
ap-1121	14	52	�	�	PROPN
ap-1121	14	53	(	(	PUNCT
ap-1121	14	54	)	)	PUNCT
ap-1121	14	55	(	(	PUNCT
ap-1121	14	56	)	)	PUNCT
ap-1121	14	57	[	[	PUNCT
ap-1121	14	58	(	(	PUNCT
ap-1121	14	59	)	)	PUNCT
ap-1121	14	60	�	�	PROPN
ap-1121	14	61	]	]	PUNCT
ap-1121	14	62	(	(	PUNCT
ap-1121	14	63	)	)	PUNCT
ap-1121	14	64	1	1	NUM
ap-1121	14	65	1	1	NUM
ap-1121	14	66	1	1	NUM
ap-1121	14	67	1	1	NUM
ap-1121	14	68	1	1	NUM
ap-1121	14	69	2	2	NUM
ap-1121	14	70	2	2	NUM
ap-1121	14	71	3y	3y	NUM
ap-1121	14	72	y	y	PROPN
ap-1121	14	73	y	y	PROPN
ap-1121	14	74	y	y	PROPN
ap-1121	14	75	y	y	PROPN
ap-1121	14	76	t	t	PROPN
ap-1121	14	77	t	t	PROPN
ap-1121	14	78	t	t	PROPN
ap-1121	14	79	t	t	PROPN
ap-1121	14	80	�	�	PROPN
ap-1121	15	1	t	t	PROPN
ap-1121	15	2	t	t	PROPN
ap-1121	16	1	i	i	PRON
ap-1121	16	2	t	t	X
ap-1121	17	1	i	i	PRON
ap-1121	17	2	t	t	VERB
ap-1121	18	1	i	i	PRON
ap-1121	18	2	y	y	PROPN
ap-1121	18	3	y	y	PROPN
ap-1121	18	4	y	y	PROPN
ap-1121	18	5	�	�	PROPN
ap-1121	18	6	�	�	PROPN
ap-1121	18	7	�	�	PROPN
ap-1121	18	8	�	�	PROPN
ap-1121	18	9	�	�	PROPN
ap-1121	18	10	�	�	PROPN
ap-1121	18	11	�	�	PROPN
ap-1121	18	12	�	�	PROPN
ap-1121	18	13	�	�	PROPN
ap-1121	18	14	�	�	PROPN
ap-1121	18	15	�	�	PROPN
ap-1121	18	16	�	�	PROPN
ap-1121	18	17	�	�	PROPN
ap-1121	18	18	1	1	NUM
ap-1121	18	19	2	2	NUM
ap-1121	18	20	2	2	NUM
ap-1121	18	21	0	0	NUM
ap-1121	18	22	1	1	NUM
ap-1121	18	23	1	1	NUM
ap-1121	18	24	1	1	NUM
ap-1121	18	25	1	1	NUM
ap-1121	18	26	(	(	PUNCT
ap-1121	18	27	)	)	PUNCT
ap-1121	18	28	(	(	PUNCT
ap-1121	18	29	)	)	PUNCT
ap-1121	18	30	(	(	PUNCT
ap-1121	18	31	)	)	PUNCT
ap-1121	18	32	�	�	PROPN
ap-1121	18	33	(	(	PUNCT
ap-1121	18	34	)	)	PUNCT
ap-1121	18	35	�	�	PROPN
ap-1121	18	36	�	�	PROPN
ap-1121	18	37	�	�	PROPN
ap-1121	18	38	�	�	PROPN
ap-1121	18	39	�	�	PROPN
ap-1121	18	40	�	�	PROPN
ap-1121	18	41	�	�	PROPN
ap-1121	18	42	�	�	PROPN
ap-1121	18	43	�	�	PROPN
ap-1121	18	44	�	�	PROPN
ap-1121	18	45	y	y	PROPN
ap-1121	18	46	yt	yt	VERB
ap-1121	19	1	i	i	PRON
ap-1121	20	1	i	i	PRON
ap-1121	20	2	t	t	PROPN
ap-1121	20	3	t	t	PROPN
ap-1121	20	4	�	�	PROPN
ap-1121	20	5	�	�	PROPN
ap-1121	20	6	�	�	PROPN
ap-1121	20	7	�	�	PROPN
ap-1121	20	8	�	�	PROPN
ap-1121	20	9	�	�	PROPN
ap-1121	20	10	0	0	NUM
ap-1121	20	11	1	1	NUM
ap-1121	20	12	01	01	NUM
ap-1121	20	13	(	(	PUNCT
ap-1121	20	14	)	)	PUNCT
ap-1121	20	15	�	�	PROPN
ap-1121	20	16	.	.	PUNCT
ap-1121	21	1	�	�	PROPN
ap-1121	22	1	brown	brown	PROPN
ap-1121	22	2	’s	’s	PART
ap-1121	22	3	simple	simple	ADJ
ap-1121	22	4	exponential	exponential	NOUN
ap-1121	22	5	smoothing	smooth	VERB
ap-1121	22	6	the	the	DET
ap-1121	22	7	time	time	NOUN
ap-1121	22	8	series	series	PROPN
ap-1121	22	9	yt	yt	PROPN
ap-1121	22	10	is	be	AUX
ap-1121	22	11	constructed	construct	VERB
ap-1121	22	12	with	with	ADP
ap-1121	22	13	a	a	DET
ap-1121	22	14	stationary	stationary	ADJ
ap-1121	22	15	process	process	NOUN
ap-1121	22	16	in	in	ADP
ap-1121	22	17	the	the	DET
ap-1121	22	18	form	form	NOUN
ap-1121	22	19	yt	yt	PROPN
ap-1121	22	20	t	t	PROPN
ap-1121	22	21	�	�	PROPN
ap-1121	22	22	�	�	PROPN
ap-1121	22	23	�	�	PROPN
ap-1121	22	24	�	�	PROPN
ap-1121	22	25	0	0	NUM
ap-1121	22	26	,	,	PUNCT
ap-1121	22	27	�	�	PROPN
ap-1121	22	28	0	0	NUM
ap-1121	22	29	is	be	AUX
ap-1121	22	30	the	the	DET
ap-1121	22	31	mean	mean	ADJ
ap-1121	22	32	value	value	NOUN
ap-1121	22	33	of	of	ADP
ap-1121	22	34	the	the	DET
ap-1121	22	35	process	process	NOUN
ap-1121	22	36	,	,	PUNCT
ap-1121	22	37	and	and	CCONJ
ap-1121	22	38	�	�	PROPN
ap-1121	22	39	t	t	PROPN
ap-1121	22	40	are	be	AUX
ap-1121	22	41	random	random	ADJ
ap-1121	22	42	values	value	NOUN
ap-1121	22	43	with	with	ADP
ap-1121	22	44	the	the	DET
ap-1121	22	45	features	feature	NOUN
ap-1121	22	46	of	of	ADP
ap-1121	22	47	white	white	ADJ
ap-1121	22	48	noise	noise	NOUN
ap-1121	22	49	.	.	PUNCT
ap-1121	23	1	after	after	ADP
ap-1121	23	2	applying	apply	VERB
ap-1121	23	3	exponential	exponential	NOUN
ap-1121	23	4	smoothing	smoothing	NOUN
ap-1121	23	5	to	to	ADP
ap-1121	23	6	the	the	DET
ap-1121	23	7	time	time	NOUN
ap-1121	23	8	series	series	PROPN
ap-1121	23	9	yt	yt	PROPN
ap-1121	23	10	t	t	PROPN
ap-1121	23	11	�	�	PROPN
ap-1121	23	12	�	�	PROPN
ap-1121	23	13	�	�	PROPN
ap-1121	23	14	�	�	PROPN
ap-1121	23	15	0	0	NUM
ap-1121	23	16	we	we	PRON
ap-1121	23	17	obtain	obtain	VERB
ap-1121	23	18	the	the	DET
ap-1121	23	19	relation	relation	NOUN
ap-1121	23	20	�	�	PROPN
ap-1121	23	21	(	(	PUNCT
ap-1121	23	22	)	)	PUNCT
ap-1121	23	23	(	(	PUNCT
ap-1121	23	24	)	)	PUNCT
ap-1121	23	25	(	(	PUNCT
ap-1121	23	26	)	)	PUNCT
ap-1121	23	27	(	(	PUNCT
ap-1121	23	28	y	y	NOUN
ap-1121	23	29	yt	yt	VERB
ap-1121	24	1	i	i	PRON
ap-1121	24	2	t	t	VERB
ap-1121	25	1	i	i	PRON
ap-1121	26	1	i	i	PRON
ap-1121	27	1	i	i	PRON
ap-1121	27	2	t	t	VERB
ap-1121	28	1	i	i	PRON
ap-1121	28	2	i	i	PRON
ap-1121	28	3	�	�	PROPN
ap-1121	28	4	�	�	PROPN
ap-1121	28	5	�	�	PROPN
ap-1121	28	6	�	�	PROPN
ap-1121	28	7	�	�	PROPN
ap-1121	28	8	�	�	PROPN
ap-1121	28	9	�	�	PROPN
ap-1121	28	10	�	�	PROPN
ap-1121	28	11	�	�	PROPN
ap-1121	28	12	�	�	PROPN
ap-1121	28	13	�	�	PROPN
ap-1121	28	14	�	�	PROPN
ap-1121	28	15	�	�	PROPN
ap-1121	28	16	�	�	PROPN
ap-1121	28	17	�	�	PROPN
ap-1121	28	18	�	�	PROPN
ap-1121	28	19	�	�	PROPN
ap-1121	28	20	�	�	PROPN
ap-1121	28	21	�	�	PROPN
ap-1121	28	22	�	�	PROPN
ap-1121	28	23	�	�	PROPN
ap-1121	28	24	�	�	PROPN
ap-1121	28	25	�	�	PROPN
ap-1121	28	26	�	�	PROPN
ap-1121	28	27	1	1	NUM
ap-1121	28	28	1	1	NUM
ap-1121	28	29	1	1	NUM
ap-1121	28	30	0	0	NUM
ap-1121	28	31	0	0	NUM
ap-1121	28	32	0	0	SYM
ap-1121	28	33	0	0	NUM
ap-1121	28	34	�	�	PROPN
ap-1121	28	35	�	�	PROPN
ap-1121	28	36	)	)	PUNCT
ap-1121	29	1	i	i	PRON
ap-1121	29	2	t	t	VERB
ap-1121	30	1	i	i	PRON
ap-1121	30	2	i	i	PRON
ap-1121	30	3	�	�	PROPN
ap-1121	30	4	�	�	PROPN
ap-1121	30	5	�	�	PROPN
ap-1121	30	6	�	�	PROPN
ap-1121	30	7	0	0	PUNCT
ap-1121	30	8	because	because	SCONJ
ap-1121	30	9	�	�	PROPN
ap-1121	30	10	�	�	PROPN
ap-1121	30	11	(	(	PUNCT
ap-1121	30	12	)	)	PUNCT
ap-1121	30	13	1	1	NUM
ap-1121	30	14	1	1	NUM
ap-1121	30	15	0	0	NUM
ap-1121	30	16	�	�	PROPN
ap-1121	30	17	�	�	PROPN
ap-1121	30	18	�	�	PROPN
ap-1121	30	19	�	�	PROPN
ap-1121	30	20	�	�	PROPN
ap-1121	30	21	i	i	PRON
ap-1121	30	22	applies	apply	VERB
ap-1121	30	23	to	to	ADP
ap-1121	30	24	the	the	DET
ap-1121	30	25	mean	mean	ADJ
ap-1121	30	26	value	value	NOUN
ap-1121	30	27	and	and	CCONJ
ap-1121	30	28	dispersion	dispersion	NOUN
ap-1121	30	29	e	e	NOUN
ap-1121	30	30	y	y	NOUN
ap-1121	30	31	e	e	PROPN
ap-1121	30	32	yt	yt	PROPN
ap-1121	30	33	t	t	PROPN
ap-1121	30	34	(	(	PUNCT
ap-1121	30	35	�	�	PROPN
ap-1121	30	36	)	)	PUNCT
ap-1121	30	37	(	(	PUNCT
ap-1121	30	38	)	)	PUNCT
ap-1121	30	39	�	�	PROPN
ap-1121	30	40	�	�	PROPN
ap-1121	30	41	�	�	PROPN
ap-1121	30	42	0	0	NUM
ap-1121	30	43	,	,	PUNCT
ap-1121	30	44	d	d	NOUN
ap-1121	30	45	yt	yt	VERB
ap-1121	30	46	a	a	DET
ap-1121	30	47	y	y	PROPN
ap-1121	30	48	(	(	PUNCT
ap-1121	30	49	�	�	PROPN
ap-1121	30	50	)	)	PUNCT
ap-1121	30	51	�	�	PROPN
ap-1121	30	52	�	�	PROPN
ap-1121	30	53	�	�	PROPN
ap-1121	30	54	�	�	PROPN
ap-1121	30	55	�	�	PROPN
ap-1121	30	56	�	�	PROPN
ap-1121	30	57	�	�	PROPN
ap-1121	30	58	�	�	PROPN
ap-1121	30	59	�	�	PROPN
ap-1121	30	60	�	�	PROPN
ap-1121	30	61	2	2	NUM
ap-1121	30	62	2	2	NUM
ap-1121	30	63	2	2	NUM
ap-1121	30	64	2	2	NUM
ap-1121	30	65	.	.	PUNCT
ap-1121	30	66	48	48	NUM
ap-1121	31	1	©	©	PROPN
ap-1121	31	2	czech	czech	PROPN
ap-1121	31	3	technical	technical	PROPN
ap-1121	31	4	university	university	PROPN
ap-1121	31	5	publishing	publishing	NOUN
ap-1121	31	6	house	house	NOUN
ap-1121	31	7	http://ctn.cvut.cz/ap/	http://ctn.cvut.cz/ap/	PROPN
ap-1121	31	8	acta	acta	PROPN
ap-1121	31	9	polytechnica	polytechnica	PROPN
ap-1121	31	10	vol	vol	NOUN
ap-1121	31	11	.	.	PROPN
ap-1121	32	1	49	49	NUM
ap-1121	32	2	no	no	INTJ
ap-1121	32	3	.	.	PUNCT
ap-1121	33	1	2–3/2009	2–3/2009	NUM
ap-1121	33	2	demand	demand	NOUN
ap-1121	33	3	modelling	modelling	NOUN
ap-1121	33	4	in	in	ADP
ap-1121	33	5	telecommunications	telecommunication	NOUN
ap-1121	33	6	comparison	comparison	NOUN
ap-1121	33	7	of	of	ADP
ap-1121	33	8	standard	standard	ADJ
ap-1121	33	9	statistical	statistical	ADJ
ap-1121	33	10	methods	method	NOUN
ap-1121	33	11	and	and	CCONJ
ap-1121	33	12	approaches	approach	NOUN
ap-1121	33	13	based	base	VERB
ap-1121	33	14	upon	upon	SCONJ
ap-1121	33	15	artificial	artificial	ADJ
ap-1121	33	16	intelligence	intelligence	NOUN
ap-1121	33	17	methods	method	NOUN
ap-1121	33	18	including	include	VERB
ap-1121	33	19	neural	neural	ADJ
ap-1121	33	20	networks	network	NOUN
ap-1121	33	21	m.	m.	NOUN
ap-1121	33	22	chvalina	chvalina	NOUN
ap-1121	33	23	this	this	DET
ap-1121	33	24	article	article	NOUN
ap-1121	33	25	analyses	analyse	VERB
ap-1121	33	26	the	the	DET
ap-1121	33	27	existing	exist	VERB
ap-1121	33	28	possibilities	possibility	NOUN
ap-1121	33	29	for	for	ADP
ap-1121	33	30	using	use	VERB
ap-1121	33	31	standard	standard	ADJ
ap-1121	33	32	statistical	statistical	ADJ
ap-1121	33	33	methods	method	NOUN
ap-1121	33	34	and	and	CCONJ
ap-1121	33	35	artificial	artificial	ADJ
ap-1121	33	36	intelligence	intelligence	NOUN
ap-1121	33	37	methods	method	NOUN
ap-1121	33	38	for	for	ADP
ap-1121	33	39	a	a	DET
ap-1121	33	40	short	short	ADJ
ap-1121	33	41	-	-	PUNCT
ap-1121	33	42	term	term	NOUN
ap-1121	33	43	forecast	forecast	NOUN
ap-1121	33	44	and	and	CCONJ
ap-1121	33	45	simulation	simulation	NOUN
ap-1121	33	46	of	of	ADP
ap-1121	33	47	demand	demand	NOUN
ap-1121	33	48	in	in	ADP
ap-1121	33	49	the	the	DET
ap-1121	33	50	field	field	NOUN
ap-1121	33	51	of	of	ADP
ap-1121	33	52	telecommunications	telecommunication	NOUN
ap-1121	33	53	.	.	PUNCT
ap-1121	34	1	the	the	DET
ap-1121	34	2	most	most	ADV
ap-1121	34	3	widespread	widespread	ADJ
ap-1121	34	4	methods	method	NOUN
ap-1121	34	5	are	be	AUX
ap-1121	34	6	based	base	VERB
ap-1121	34	7	on	on	ADP
ap-1121	34	8	time	time	NOUN
ap-1121	34	9	series	series	PROPN
ap-1121	34	10	analysis	analysis	NOUN
ap-1121	34	11	.	.	PUNCT
ap-1121	35	1	nowadays	nowadays	ADV
ap-1121	35	2	,	,	PUNCT
ap-1121	35	3	approaches	approach	NOUN
ap-1121	35	4	based	base	VERB
ap-1121	35	5	on	on	ADP
ap-1121	35	6	artificial	artificial	ADJ
ap-1121	35	7	intelligence	intelligence	NOUN
ap-1121	35	8	methods	method	NOUN
ap-1121	35	9	,	,	PUNCT
ap-1121	35	10	including	include	VERB
ap-1121	35	11	neural	neural	ADJ
ap-1121	35	12	networks	network	NOUN
ap-1121	35	13	,	,	PUNCT
ap-1121	35	14	are	be	AUX
ap-1121	35	15	booming	boom	VERB
ap-1121	35	16	.	.	PUNCT
ap-1121	36	1	separate	separate	ADJ
ap-1121	36	2	approaches	approach	NOUN
ap-1121	36	3	will	will	AUX
ap-1121	36	4	be	be	AUX
ap-1121	36	5	used	use	VERB
ap-1121	36	6	in	in	ADP
ap-1121	36	7	the	the	DET
ap-1121	36	8	study	study	NOUN
ap-1121	36	9	of	of	ADP
ap-1121	36	10	demand	demand	NOUN
ap-1121	36	11	modelling	modelling	NOUN
ap-1121	36	12	in	in	ADP
ap-1121	36	13	telecommunications	telecommunication	NOUN
ap-1121	36	14	,	,	PUNCT
ap-1121	36	15	and	and	CCONJ
ap-1121	36	16	the	the	DET
ap-1121	36	17	results	result	NOUN
ap-1121	36	18	of	of	ADP
ap-1121	36	19	these	these	DET
ap-1121	36	20	models	model	NOUN
ap-1121	36	21	will	will	AUX
ap-1121	36	22	be	be	AUX
ap-1121	36	23	compared	compare	VERB
ap-1121	36	24	with	with	ADP
ap-1121	36	25	actual	actual	ADJ
ap-1121	36	26	guaranteed	guarantee	VERB
ap-1121	36	27	values	value	NOUN
ap-1121	36	28	.	.	PUNCT
ap-1121	37	1	then	then	ADV
ap-1121	37	2	we	we	PRON
ap-1121	37	3	will	will	AUX
ap-1121	37	4	examine	examine	VERB
ap-1121	37	5	the	the	DET
ap-1121	37	6	quality	quality	NOUN
ap-1121	37	7	of	of	ADP
ap-1121	37	8	neural	neural	ADJ
ap-1121	37	9	network	network	NOUN
ap-1121	37	10	models	model	NOUN
ap-1121	37	11	.	.	PUNCT
ap-1121	38	1	keywords	keyword	NOUN
ap-1121	38	2	:	:	PUNCT
ap-1121	38	3	demand	demand	NOUN
ap-1121	38	4	,	,	PUNCT
ap-1121	38	5	telecommunications	telecommunication	NOUN
ap-1121	38	6	,	,	PUNCT
ap-1121	38	7	standard	standard	ADJ
ap-1121	38	8	statistical	statistical	ADJ
ap-1121	38	9	methods	method	NOUN
ap-1121	38	10	,	,	PUNCT
ap-1121	38	11	box	box	NOUN
ap-1121	38	12	-	-	PUNCT
ap-1121	38	13	jenkins	jenkins	PROPN
ap-1121	38	14	methodology	methodology	PROPN
ap-1121	38	15	,	,	PUNCT
ap-1121	38	16	arima	arima	PROPN
ap-1121	38	17	,	,	PUNCT
ap-1121	38	18	artificial	artificial	ADJ
ap-1121	38	19	intelligence	intelligence	NOUN
ap-1121	38	20	methods	method	NOUN
ap-1121	38	21	,	,	PUNCT
ap-1121	38	22	neural	neural	ADJ
ap-1121	38	23	network	network	NOUN
ap-1121	38	24	.	.	PUNCT
ap-1121	39	1	brown	brown	PROPN
ap-1121	39	2	’s	’s	PART
ap-1121	40	1	linear	linear	PROPN
ap-1121	40	2	(	(	PUNCT
ap-1121	40	3	double	double	ADJ
ap-1121	40	4	)	)	PUNCT
ap-1121	40	5	exponential	exponential	NOUN
ap-1121	40	6	smoothing	smoothing	NOUN
ap-1121	40	7	alternatively	alternatively	ADV
ap-1121	40	8	,	,	PUNCT
ap-1121	40	9	we	we	PRON
ap-1121	40	10	can	can	AUX
ap-1121	40	11	make	make	VERB
ap-1121	40	12	a	a	DET
ap-1121	40	13	double	double	ADJ
ap-1121	40	14	application	application	NOUN
ap-1121	40	15	of	of	ADP
ap-1121	40	16	the	the	DET
ap-1121	40	17	simple	simple	ADJ
ap-1121	40	18	exponential	exponential	ADJ
ap-1121	40	19	smoothing	smoothing	NOUN
ap-1121	40	20	method	method	NOUN
ap-1121	40	21	on	on	ADP
ap-1121	40	22	the	the	DET
ap-1121	40	23	time	time	NOUN
ap-1121	40	24	series	series	NOUN
ap-1121	40	25	yt	yt	NOUN
ap-1121	40	26	expression	expression	NOUN
ap-1121	40	27	in	in	ADP
ap-1121	40	28	the	the	DET
ap-1121	40	29	form	form	NOUN
ap-1121	40	30	�	�	PROPN
ap-1121	40	31	(	(	PUNCT
ap-1121	40	32	)	)	PUNCT
ap-1121	40	33	�	�	PROPN
ap-1121	40	34	(	(	PUNCT
ap-1121	40	35	)	)	PUNCT
ap-1121	40	36	(	(	PUNCT
ap-1121	40	37	)	)	PUNCT
ap-1121	40	38	y	y	PROPN
ap-1121	40	39	y	y	PROPN
ap-1121	40	40	yt	yt	VERB
ap-1121	40	41	t	t	PROPN
ap-1121	40	42	t	t	PROPN
ap-1121	40	43	2	2	NUM
ap-1121	40	44	1	1	NUM
ap-1121	40	45	21	21	NUM
ap-1121	40	46	�	�	PROPN
ap-1121	40	47	�	�	PROPN
ap-1121	40	48	�	�	PROPN
ap-1121	40	49	�	�	PROPN
ap-1121	40	50	�	�	PROPN
ap-1121	40	51	�	�	PROPN
ap-1121	40	52	.	.	PUNCT
ap-1121	41	1	2.2	2.2	NUM
ap-1121	41	2	box	box	NOUN
ap-1121	41	3	-	-	PUNCT
ap-1121	41	4	jenkins	jenkins	PROPN
ap-1121	41	5	methodology	methodology	NOUN
ap-1121	41	6	unlike	unlike	ADP
ap-1121	41	7	classical	classical	ADJ
ap-1121	41	8	decompositional	decompositional	ADJ
ap-1121	41	9	methods	method	NOUN
ap-1121	41	10	,	,	PUNCT
ap-1121	41	11	which	which	PRON
ap-1121	41	12	deal	deal	VERB
ap-1121	41	13	with	with	ADP
ap-1121	41	14	systematic	systematic	ADJ
ap-1121	41	15	time	time	NOUN
ap-1121	41	16	series	series	PROPN
ap-1121	41	17	components	component	NOUN
ap-1121	41	18	(	(	PUNCT
ap-1121	41	19	trend	trend	NOUN
ap-1121	41	20	,	,	PUNCT
ap-1121	41	21	circular	circular	ADJ
ap-1121	41	22	and	and	CCONJ
ap-1121	41	23	seasonal	seasonal	ADJ
ap-1121	41	24	)	)	PUNCT
ap-1121	41	25	,	,	PUNCT
ap-1121	41	26	the	the	DET
ap-1121	41	27	box	box	NOUN
ap-1121	41	28	-	-	PUNCT
ap-1121	41	29	jenkins	jenkin	NOUN
ap-1121	41	30	methodology	methodology	NOUN
ap-1121	41	31	deals	deal	NOUN
ap-1121	41	32	with	with	ADP
ap-1121	41	33	a	a	DET
ap-1121	41	34	residual	residual	ADJ
ap-1121	41	35	(	(	PUNCT
ap-1121	41	36	unsystematic	unsystematic	ADJ
ap-1121	41	37	)	)	PUNCT
ap-1121	41	38	component	component	NOUN
ap-1121	41	39	.	.	PUNCT
ap-1121	42	1	the	the	DET
ap-1121	42	2	method	method	NOUN
ap-1121	42	3	involves	involve	VERB
ap-1121	42	4	searching	search	VERB
ap-1121	42	5	for	for	ADP
ap-1121	42	6	relations	relation	NOUN
ap-1121	42	7	of	of	ADP
ap-1121	42	8	individual	individual	ADJ
ap-1121	42	9	observations	observation	NOUN
ap-1121	42	10	.	.	PUNCT
ap-1121	43	1	by	by	ADP
ap-1121	43	2	this	this	DET
ap-1121	43	3	method	method	NOUN
ap-1121	43	4	we	we	PRON
ap-1121	43	5	are	be	AUX
ap-1121	43	6	able	able	ADJ
ap-1121	43	7	to	to	PART
ap-1121	43	8	describe	describe	VERB
ap-1121	43	9	time	time	NOUN
ap-1121	43	10	series	series	NOUN
ap-1121	43	11	which	which	PRON
ap-1121	43	12	are	be	AUX
ap-1121	43	13	not	not	PART
ap-1121	43	14	manageable	manageable	ADJ
ap-1121	43	15	by	by	ADP
ap-1121	43	16	standard	standard	ADJ
ap-1121	43	17	methods	method	NOUN
ap-1121	43	18	.	.	PUNCT
ap-1121	44	1	the	the	DET
ap-1121	44	2	time	time	NOUN
ap-1121	44	3	series	series	PROPN
ap-1121	44	4	is	be	AUX
ap-1121	44	5	perceived	perceive	VERB
ap-1121	44	6	as	as	ADP
ap-1121	44	7	a	a	DET
ap-1121	44	8	realization	realization	NOUN
ap-1121	44	9	of	of	ADP
ap-1121	44	10	the	the	DET
ap-1121	44	11	stochastic	stochastic	ADJ
ap-1121	44	12	process	process	NOUN
ap-1121	44	13	which	which	PRON
ap-1121	44	14	is	be	AUX
ap-1121	44	15	defined	define	VERB
ap-1121	44	16	as	as	ADP
ap-1121	44	17	a	a	DET
ap-1121	44	18	series	series	NOUN
ap-1121	44	19	of	of	ADP
ap-1121	44	20	accidental	accidental	ADJ
ap-1121	44	21	quantities	quantity	NOUN
ap-1121	44	22	arranged	arrange	VERB
ap-1121	44	23	in	in	ADP
ap-1121	44	24	time	time	NOUN
ap-1121	44	25	�	�	PROPN
ap-1121	44	26	x	x	SYM
ap-1121	44	27	s	s	PROPN
ap-1121	44	28	t	t	PROPN
ap-1121	44	29	s	s	PROPN
ap-1121	44	30	t	t	PROPN
ap-1121	44	31	(	(	PUNCT
ap-1121	44	32	,	,	PUNCT
ap-1121	44	33	)	)	PUNCT
ap-1121	44	34	,	,	PUNCT
ap-1121	44	35	,	,	PUNCT
ap-1121	44	36	�	�	PROPN
ap-1121	44	37	�	�	PROPN
ap-1121	44	38	s	s	PART
ap-1121	44	39	t	t	NOUN
ap-1121	44	40	,	,	PUNCT
ap-1121	44	41	where	where	SCONJ
ap-1121	44	42	s	s	NOUN
ap-1121	44	43	is	be	AUX
ap-1121	44	44	a	a	DET
ap-1121	44	45	selective	selective	ADJ
ap-1121	44	46	space	space	NOUN
ap-1121	44	47	and	and	CCONJ
ap-1121	44	48	t	t	PROPN
ap-1121	44	49	is	be	AUX
ap-1121	44	50	an	an	DET
ap-1121	44	51	index	index	NOUN
ap-1121	44	52	series	series	NOUN
ap-1121	44	53	.	.	PUNCT
ap-1121	45	1	for	for	ADP
ap-1121	45	2	each	each	DET
ap-1121	45	3	s	s	X
ap-1121	45	4	�	�	PROPN
ap-1121	45	5	s	s	VERB
ap-1121	45	6	the	the	DET
ap-1121	45	7	realization	realization	NOUN
ap-1121	45	8	of	of	ADP
ap-1121	45	9	the	the	DET
ap-1121	45	10	stochastic	stochastic	ADJ
ap-1121	45	11	process	process	NOUN
ap-1121	45	12	is	be	AUX
ap-1121	45	13	defined	define	VERB
ap-1121	45	14	on	on	ADP
ap-1121	45	15	the	the	DET
ap-1121	45	16	index	index	NOUN
ap-1121	45	17	series	series	NOUN
ap-1121	45	18	t.	t.	PROPN
ap-1121	45	19	for	for	ADP
ap-1121	45	20	the	the	DET
ap-1121	45	21	box	box	PROPN
ap-1121	45	22	-	-	PUNCT
ap-1121	45	23	jenkins	jenkin	NOUN
ap-1121	45	24	methodology	methodology	NOUN
ap-1121	45	25	,	,	PUNCT
ap-1121	45	26	the	the	DET
ap-1121	45	27	following	follow	VERB
ap-1121	45	28	special	special	ADJ
ap-1121	45	29	accesses	access	NOUN
ap-1121	45	30	are	be	AUX
ap-1121	45	31	significant	significant	ADJ
ap-1121	45	32	:	:	PUNCT
ap-1121	45	33	autoregressive	autoregressive	ADJ
ap-1121	45	34	process	process	NOUN
ap-1121	45	35	ar	ar	NOUN
ap-1121	45	36	,	,	PUNCT
ap-1121	45	37	moving	move	VERB
ap-1121	45	38	average	average	ADJ
ap-1121	45	39	process	process	NOUN
ap-1121	45	40	ma	ma	PROPN
ap-1121	45	41	,	,	PUNCT
ap-1121	45	42	and	and	CCONJ
ap-1121	45	43	combined	combined	ADJ
ap-1121	45	44	process	process	NOUN
ap-1121	45	45	arma	arma	NOUN
ap-1121	45	46	.	.	PUNCT
ap-1121	46	1	these	these	DET
ap-1121	46	2	processes	process	NOUN
ap-1121	46	3	result	result	VERB
ap-1121	46	4	from	from	ADP
ap-1121	46	5	the	the	DET
ap-1121	46	6	linear	linear	ADJ
ap-1121	46	7	process	process	NOUN
ap-1121	46	8	by	by	ADP
ap-1121	46	9	resetting	reset	VERB
ap-1121	46	10	all	all	DET
ap-1121	46	11	parameters	parameter	NOUN
ap-1121	46	12	till	till	SCONJ
ap-1121	46	13	the	the	DET
ap-1121	46	14	final	final	ADJ
ap-1121	46	15	number	number	NOUN
ap-1121	46	16	.	.	PUNCT
ap-1121	47	1	the	the	DET
ap-1121	47	2	parameters	parameter	NOUN
ap-1121	47	3	are	be	AUX
ap-1121	47	4	chosen	choose	VERB
ap-1121	47	5	in	in	ADP
ap-1121	47	6	such	such	DET
ap-1121	47	7	a	a	DET
ap-1121	47	8	way	way	NOUN
ap-1121	47	9	that	that	PRON
ap-1121	47	10	the	the	DET
ap-1121	47	11	stationarity	stationarity	NOUN
ap-1121	47	12	and	and	CCONJ
ap-1121	47	13	invertibility	invertibility	NOUN
ap-1121	47	14	of	of	ADP
ap-1121	47	15	the	the	DET
ap-1121	47	16	processes	process	NOUN
ap-1121	47	17	will	will	AUX
ap-1121	47	18	be	be	AUX
ap-1121	47	19	ensured	ensure	VERB
ap-1121	47	20	.	.	PUNCT
ap-1121	48	1	a	a	DET
ap-1121	48	2	special	special	ADJ
ap-1121	48	3	non	non	ADJ
ap-1121	48	4	-	-	ADJ
ap-1121	48	5	stationary	stationary	ADJ
ap-1121	48	6	arima	arima	NOUN
ap-1121	48	7	model	model	NOUN
ap-1121	48	8	also	also	ADV
ap-1121	48	9	exists	exist	VERB
ap-1121	48	10	in	in	ADP
ap-1121	48	11	the	the	DET
ap-1121	48	12	box	box	NOUN
ap-1121	48	13	-	-	PUNCT
ap-1121	48	14	jenkins	jenkins	PROPN
ap-1121	48	15	methodology	methodology	NOUN
ap-1121	48	16	.	.	PUNCT
ap-1121	49	1	arima	arima	NOUN
ap-1121	49	2	processes	process	VERB
ap-1121	49	3	some	some	DET
ap-1121	49	4	integrated	integrate	VERB
ap-1121	49	5	processes	process	NOUN
ap-1121	49	6	may	may	AUX
ap-1121	49	7	be	be	AUX
ap-1121	49	8	arranged	arrange	VERB
ap-1121	49	9	by	by	ADP
ap-1121	49	10	means	mean	NOUN
ap-1121	49	11	of	of	ADP
ap-1121	49	12	differentiation	differentiation	NOUN
ap-1121	49	13	to	to	AUX
ap-1121	49	14	stationary	stationary	VERB
ap-1121	49	15	and	and	CCONJ
ap-1121	49	16	are	be	AUX
ap-1121	49	17	expressed	express	VERB
ap-1121	49	18	in	in	ADP
ap-1121	49	19	the	the	DET
ap-1121	49	20	form	form	NOUN
ap-1121	49	21	of	of	ADP
ap-1121	49	22	the	the	DET
ap-1121	49	23	stationary	stationary	ADJ
ap-1121	49	24	and	and	CCONJ
ap-1121	49	25	invertible	invertible	ADJ
ap-1121	49	26	arma(p	arma(p	PROPN
ap-1121	49	27	,	,	PUNCT
ap-1121	49	28	q	q	NOUN
ap-1121	49	29	)	)	PUNCT
ap-1121	49	30	model	model	NOUN
ap-1121	49	31	.	.	PUNCT
ap-1121	50	1	the	the	DET
ap-1121	50	2	original	original	ADJ
ap-1121	50	3	integrated	integrate	VERB
ap-1121	50	4	process	process	NOUN
ap-1121	50	5	in	in	ADP
ap-1121	50	6	the	the	DET
ap-1121	50	7	form	form	NOUN
ap-1121	50	8	:	:	PUNCT
ap-1121	50	9	�	�	PROPN
ap-1121	50	10	�	�	PROPN
ap-1121	50	11	�	�	PROPN
ap-1121	50	12	p	p	PROPN
ap-1121	50	13	d	d	X
ap-1121	50	14	t	t	NOUN
ap-1121	50	15	q	q	NOUN
ap-1121	50	16	tb	tb	ADP
ap-1121	50	17	b	b	PROPN
ap-1121	50	18	y	y	PROPN
ap-1121	50	19	b	b	PROPN
ap-1121	50	20	(	(	PUNCT
ap-1121	50	21	)	)	PUNCT
ap-1121	50	22	(	(	PUNCT
ap-1121	50	23	)	)	PUNCT
ap-1121	50	24	(	(	PUNCT
ap-1121	50	25	)	)	SYM
ap-1121	50	26	1	1	NUM
ap-1121	50	27	�	�	PROPN
ap-1121	50	28	�	�	PROPN
ap-1121	50	29	is	be	AUX
ap-1121	50	30	called	call	VERB
ap-1121	50	31	the	the	DET
ap-1121	50	32	autoregressive	autoregressive	ADJ
ap-1121	50	33	integrated	integrate	VERB
ap-1121	50	34	process	process	NOUN
ap-1121	50	35	of	of	ADP
ap-1121	50	36	sliding	slide	VERB
ap-1121	50	37	averages	average	NOUN
ap-1121	50	38	of	of	ADP
ap-1121	50	39	the	the	DET
ap-1121	50	40	order	order	NOUN
ap-1121	50	41	p	p	X
ap-1121	50	42	,	,	PUNCT
ap-1121	50	43	d	d	PROPN
ap-1121	50	44	,	,	PUNCT
ap-1121	50	45	q.	q.	NOUN
ap-1121	50	46	this	this	PRON
ap-1121	50	47	is	be	AUX
ap-1121	50	48	called	call	VERB
ap-1121	50	49	arima	arima	PROPN
ap-1121	50	50	(	(	PUNCT
ap-1121	50	51	p	p	X
ap-1121	50	52	,	,	PUNCT
ap-1121	50	53	d	d	NOUN
ap-1121	50	54	,	,	PUNCT
ap-1121	50	55	q	q	NOUN
ap-1121	50	56	)	)	PUNCT
ap-1121	50	57	.	.	PUNCT
ap-1121	51	1	models	model	NOUN
ap-1121	51	2	with	with	ADP
ap-1121	51	3	d	d	PROPN
ap-1121	51	4	�	�	PROPN
ap-1121	51	5	1	1	NUM
ap-1121	51	6	2	2	NUM
ap-1121	51	7	,	,	PUNCT
ap-1121	51	8	are	be	AUX
ap-1121	51	9	usually	usually	ADV
ap-1121	51	10	used	use	VERB
ap-1121	51	11	.	.	PUNCT
ap-1121	52	1	2.3	2.3	NUM
ap-1121	52	2	artificial	artificial	ADJ
ap-1121	52	3	intelligence	intelligence	NOUN
ap-1121	52	4	methods	method	NOUN
ap-1121	52	5	neural	neural	ADJ
ap-1121	52	6	networks	network	VERB
ap-1121	52	7	the	the	DET
ap-1121	52	8	benefit	benefit	NOUN
ap-1121	52	9	of	of	ADP
ap-1121	52	10	the	the	DET
ap-1121	52	11	artificial	artificial	ADJ
ap-1121	52	12	neural	neural	ADJ
ap-1121	52	13	network	network	NOUN
ap-1121	52	14	lies	lie	VERB
ap-1121	52	15	in	in	ADP
ap-1121	52	16	its	its	PRON
ap-1121	52	17	ability	ability	NOUN
ap-1121	52	18	to	to	PART
ap-1121	52	19	implement	implement	VERB
ap-1121	52	20	complex	complex	ADJ
ap-1121	52	21	non	non	ADJ
ap-1121	52	22	-	-	ADJ
ap-1121	52	23	linear	linear	ADJ
ap-1121	52	24	functions	function	NOUN
ap-1121	52	25	.	.	PUNCT
ap-1121	53	1	neural	neural	ADJ
ap-1121	53	2	systems	system	NOUN
ap-1121	53	3	co	co	VERB
ap-1121	53	4	-	-	VERB
ap-1121	53	5	execute	execute	VERB
ap-1121	53	6	a	a	DET
ap-1121	53	7	large	large	ADJ
ap-1121	53	8	number	number	NOUN
ap-1121	53	9	of	of	ADP
ap-1121	53	10	operations	operation	NOUN
ap-1121	53	11	and	and	CCONJ
ap-1121	53	12	work	work	NOUN
ap-1121	53	13	without	without	ADP
ap-1121	53	14	an	an	DET
ap-1121	53	15	algorithm	algorithm	NOUN
ap-1121	53	16	.	.	PUNCT
ap-1121	54	1	their	their	PRON
ap-1121	54	2	activity	activity	NOUN
ap-1121	54	3	is	be	AUX
ap-1121	54	4	based	base	VERB
ap-1121	54	5	upon	upon	SCONJ
ap-1121	54	6	the	the	DET
ap-1121	54	7	learning	learning	NOUN
ap-1121	54	8	process	process	NOUN
ap-1121	54	9	,	,	PUNCT
ap-1121	54	10	when	when	SCONJ
ap-1121	54	11	the	the	DET
ap-1121	54	12	neural	neural	ADJ
ap-1121	54	13	network	network	NOUN
ap-1121	54	14	gradually	gradually	ADV
ap-1121	54	15	conforms	conform	VERB
ap-1121	54	16	to	to	ADP
ap-1121	54	17	calculation	calculation	NOUN
ap-1121	54	18	.	.	PUNCT
ap-1121	55	1	in	in	ADP
ap-1121	55	2	the	the	DET
ap-1121	55	3	course	course	NOUN
ap-1121	55	4	of	of	ADP
ap-1121	55	5	a	a	DET
ap-1121	55	6	learning	learning	NOUN
ap-1121	55	7	phase	phase	NOUN
ap-1121	55	8	we	we	PRON
ap-1121	55	9	do	do	AUX
ap-1121	55	10	not	not	PART
ap-1121	55	11	have	have	VERB
ap-1121	55	12	to	to	PART
ap-1121	55	13	be	be	AUX
ap-1121	55	14	occupied	occupy	VERB
ap-1121	55	15	by	by	ADP
ap-1121	55	16	the	the	DET
ap-1121	55	17	problem	problem	NOUN
ap-1121	55	18	of	of	ADP
ap-1121	55	19	the	the	DET
ap-1121	55	20	right	right	ADJ
ap-1121	55	21	selection	selection	NOUN
ap-1121	55	22	function	function	NOUN
ap-1121	55	23	,	,	PUNCT
ap-1121	55	24	because	because	SCONJ
ap-1121	55	25	the	the	DET
ap-1121	55	26	neural	neural	ADJ
ap-1121	55	27	network	network	NOUN
ap-1121	55	28	is	be	AUX
ap-1121	55	29	able	able	ADJ
ap-1121	55	30	to	to	PART
ap-1121	55	31	make	make	VERB
ap-1121	55	32	do	do	VERB
ap-1121	55	33	only	only	ADV
ap-1121	55	34	with	with	ADP
ap-1121	55	35	practise	practise	NOUN
ap-1121	55	36	examples	example	NOUN
ap-1121	55	37	.	.	PUNCT
ap-1121	56	1	this	this	PRON
ap-1121	56	2	is	be	AUX
ap-1121	56	3	the	the	DET
ap-1121	56	4	main	main	ADJ
ap-1121	56	5	difference	difference	NOUN
ap-1121	56	6	in	in	ADP
ap-1121	56	7	comparison	comparison	NOUN
ap-1121	56	8	with	with	ADP
ap-1121	56	9	a	a	DET
ap-1121	56	10	traditional	traditional	ADJ
ap-1121	56	11	approach	approach	NOUN
ap-1121	56	12	(	(	PUNCT
ap-1121	56	13	e.g.	e.g.	ADV
ap-1121	56	14	comparison	comparison	NOUN
ap-1121	56	15	of	of	ADP
ap-1121	56	16	traditional	traditional	ADJ
ap-1121	56	17	non	non	ADJ
ap-1121	56	18	-	-	ADJ
ap-1121	56	19	linear	linear	ADJ
ap-1121	56	20	models	model	NOUN
ap-1121	56	21	and	and	CCONJ
ap-1121	56	22	a	a	DET
ap-1121	56	23	back	back	ADJ
ap-1121	56	24	-	-	PUNCT
ap-1121	56	25	propagation	propagation	NOUN
ap-1121	56	26	network	network	NOUN
ap-1121	56	27	)	)	PUNCT
ap-1121	56	28	.	.	PUNCT
ap-1121	57	1	the	the	DET
ap-1121	57	2	neurone	neurone	NOUN
ap-1121	57	3	function	function	NOUN
ap-1121	57	4	scheme	scheme	NOUN
ap-1121	57	5	can	can	AUX
ap-1121	57	6	be	be	AUX
ap-1121	57	7	demonstrated	demonstrate	VERB
ap-1121	57	8	graphically	graphically	ADV
ap-1121	57	9	as	as	SCONJ
ap-1121	57	10	follows	follow	VERB
ap-1121	57	11	:	:	PUNCT
ap-1121	57	12	y	y	PROPN
ap-1121	57	13	s	s	VERB
ap-1121	57	14	w	w	NOUN
ap-1121	57	15	xi	xi	INTJ
ap-1121	58	1	i	i	PRON
ap-1121	59	1	i	i	PROPN
ap-1121	59	2	n	n	NUM
ap-1121	59	3	�	�	PROPN
ap-1121	59	4	�	�	PROPN
ap-1121	59	5	�	�	PROPN
ap-1121	59	6	�	�	PROPN
ap-1121	59	7	�	�	PROPN
ap-1121	59	8	�	�	PROPN
ap-1121	59	9	�	�	PROPN
ap-1121	59	10	�	�	PROPN
ap-1121	59	11	�	�	PROPN
ap-1121	59	12	�	�	PROPN
ap-1121	59	13	1	1	NUM
ap-1121	59	14	�	�	PROPN
ap-1121	59	15	,	,	PUNCT
ap-1121	59	16	where	where	SCONJ
ap-1121	59	17	y	y	PROPN
ap-1121	59	18	is	be	AUX
ap-1121	59	19	the	the	DET
ap-1121	59	20	output	output	NOUN
ap-1121	59	21	(	(	PUNCT
ap-1121	59	22	neurone	neurone	NOUN
ap-1121	59	23	activity	activity	NOUN
ap-1121	59	24	)	)	PUNCT
ap-1121	59	25	,	,	PUNCT
ap-1121	59	26	s	s	PRON
ap-1121	59	27	demonstrates	demonstrate	VERB
ap-1121	59	28	a	a	DET
ap-1121	59	29	transmission	transmission	NOUN
ap-1121	59	30	function	function	NOUN
ap-1121	59	31	(	(	PUNCT
ap-1121	59	32	jump	jump	NOUN
ap-1121	59	33	,	,	PUNCT
ap-1121	59	34	linear	linear	ADJ
ap-1121	59	35	,	,	PUNCT
ap-1121	59	36	non	non	ADJ
ap-1121	59	37	-	-	ADJ
ap-1121	59	38	linear	linear	ADJ
ap-1121	59	39	)	)	PUNCT
ap-1121	59	40	,	,	PUNCT
ap-1121	59	41	xi	xi	X
ap-1121	59	42	is	be	AUX
ap-1121	59	43	neurone	neurone	NOUN
ap-1121	59	44	input	input	NOUN
ap-1121	59	45	(	(	PUNCT
ap-1121	59	46	inputs	input	NOUN
ap-1121	59	47	are	be	AUX
ap-1121	59	48	in	in	ADP
ap-1121	59	49	total	total	ADJ
ap-1121	59	50	n	n	CCONJ
ap-1121	59	51	)	)	PUNCT
ap-1121	59	52	,	,	PUNCT
ap-1121	59	53	wi	wi	PROPN
ap-1121	59	54	represents	represent	VERB
ap-1121	59	55	a	a	DET
ap-1121	59	56	level	level	NOUN
ap-1121	59	57	of	of	ADP
ap-1121	59	58	synoptic	synoptic	ADJ
ap-1121	59	59	weight	weight	NOUN
ap-1121	59	60	,	,	PUNCT
ap-1121	59	61	�	�	PROPN
ap-1121	59	62	describes	describe	VERB
ap-1121	59	63	a	a	DET
ap-1121	59	64	trigger	trigger	NOUN
ap-1121	59	65	level	level	NOUN
ap-1121	59	66	.	.	PUNCT
ap-1121	60	1	the	the	DET
ap-1121	60	2	principle	principle	NOUN
ap-1121	60	3	of	of	ADP
ap-1121	60	4	back	back	ADJ
ap-1121	60	5	-	-	PUNCT
ap-1121	60	6	propagation	propagation	NOUN
ap-1121	60	7	network	network	NOUN
ap-1121	60	8	learning	learning	NOUN
ap-1121	60	9	let	let	VERB
ap-1121	60	10	us	we	PRON
ap-1121	60	11	consider	consider	VERB
ap-1121	60	12	a	a	DET
ap-1121	60	13	neurone	neurone	NOUN
ap-1121	60	14	network	network	NOUN
ap-1121	60	15	with	with	ADP
ap-1121	60	16	l	l	NOUN
ap-1121	60	17	–	–	PUNCT
ap-1121	60	18	layers	layer	NOUN
ap-1121	60	19	l	l	PROPN
ap-1121	60	20	�	�	PROPN
ap-1121	60	21	1	1	NUM
ap-1121	60	22	,	,	PUNCT
ap-1121	60	23	…	…	PUNCT
ap-1121	60	24	,	,	PUNCT
ap-1121	60	25	l	l	NOUN
ap-1121	60	26	and	and	CCONJ
ap-1121	60	27	as	as	ADP
ap-1121	60	28	the	the	DET
ap-1121	60	29	output	output	NOUN
ap-1121	60	30	i	i	NOUN
ap-1121	60	31	-	-	PUNCT
ap-1121	60	32	th	th	X
ap-1121	60	33	neurone	neurone	NOUN
ap-1121	60	34	in	in	ADP
ap-1121	60	35	the	the	DET
ap-1121	60	36	1	1	NUM
ap-1121	60	37	-	-	PUNCT
ap-1121	60	38	th	th	VERB
ap-1121	60	39	layer	layer	NOUN
ap-1121	60	40	we	we	PRON
ap-1121	60	41	use	use	VERB
ap-1121	60	42	the	the	DET
ap-1121	60	43	indicationvi	indicationvi	NOUN
ap-1121	60	44	l	l	PROPN
ap-1121	60	45	.vi	.vi	SYM
ap-1121	61	1	0	0	NUM
ap-1121	61	2	means	mean	VERB
ap-1121	61	3	xi	xi	PROPN
ap-1121	61	4	,	,	PUNCT
ap-1121	61	5	i.e.	i.e.	X
ap-1121	61	6	the	the	DET
ap-1121	61	7	i	i	PROPN
ap-1121	61	8	-	-	PUNCT
ap-1121	61	9	th	th	X
ap-1121	61	10	output	output	NOUN
ap-1121	61	11	.	.	PUNCT
ap-1121	62	1	the	the	DET
ap-1121	62	2	indication	indication	NOUN
ap-1121	62	3	wij	wij	PROPN
ap-1121	62	4	l	l	NOUN
ap-1121	62	5	expresses	express	VERB
ap-1121	62	6	a	a	DET
ap-1121	62	7	connection	connection	NOUN
ap-1121	62	8	from	from	ADP
ap-1121	62	9	vi	vi	PROPN
ap-1121	62	10	l	l	X
ap-1121	62	11	�	�	NOUN
ap-1121	62	12	1	1	NUM
ap-1121	62	13	to	to	ADP
ap-1121	62	14	vi	vi	NOUN
ap-1121	62	15	l	l	NOUN
ap-1121	62	16	.	.	PUNCT
ap-1121	63	1	an	an	DET
ap-1121	63	2	algorithm	algorithm	NOUN
ap-1121	63	3	can	can	AUX
ap-1121	63	4	then	then	ADV
ap-1121	63	5	be	be	AUX
ap-1121	63	6	inscribed	inscribe	VERB
ap-1121	63	7	after	after	ADP
ap-1121	63	8	separate	separate	ADJ
ap-1121	63	9	stages	stage	NOUN
ap-1121	63	10	as	as	SCONJ
ap-1121	63	11	follows	follow	VERB
ap-1121	63	12	:	:	PUNCT
ap-1121	63	13	1	1	X
ap-1121	63	14	.	.	NUM
ap-1121	63	15	subranged	subrange	VERB
ap-1121	63	16	random	random	ADJ
ap-1121	63	17	numbers	number	NOUN
ap-1121	63	18	based	base	VERB
ap-1121	63	19	-	-	PUNCT
ap-1121	63	20	weight	weight	NOUN
ap-1121	63	21	initialization	initialization	NOUN
ap-1121	63	22	.	.	PUNCT
ap-1121	64	1	2	2	X
ap-1121	64	2	.	.	X
ap-1121	64	3	insertion	insertion	NOUN
ap-1121	64	4	of	of	ADP
ap-1121	64	5	�	�	PROPN
ap-1121	64	6	xp	xp	INTJ
ap-1121	64	7	into	into	ADP
ap-1121	64	8	the	the	DET
ap-1121	64	9	network	network	NOUN
ap-1121	64	10	input	input	NOUN
ap-1121	64	11	(	(	PUNCT
ap-1121	64	12	layer	layer	NOUN
ap-1121	64	13	l	l	X
ap-1121	64	14	�	�	PROPN
ap-1121	64	15	0	0	NUM
ap-1121	64	16	)	)	PUNCT
ap-1121	64	17	,	,	PUNCT
ap-1121	64	18	i.e.	i.e.	X
ap-1121	64	19	v	v	X
ap-1121	64	20	xk	xk	PROPN
ap-1121	64	21	k	k	PROPN
ap-1121	64	22	p0	p0	PROPN
ap-1121	64	23	�	�	PROPN
ap-1121	64	24	.	.	PUNCT
ap-1121	65	1	3	3	X
ap-1121	65	2	.	.	X
ap-1121	65	3	network	network	NOUN
ap-1121	65	4	signal	signal	PROPN
ap-1121	65	5	propagation	propagation	NOUN
ap-1121	65	6	:	:	PUNCT
ap-1121	65	7	v	v	PART
ap-1121	65	8	g	g	NOUN
ap-1121	65	9	h	h	NOUN
ap-1121	65	10	g	g	PROPN
ap-1121	65	11	w	w	PROPN
ap-1121	65	12	vi	vi	PROPN
ap-1121	66	1	l	l	NOUN
ap-1121	67	1	i	i	NOUN
ap-1121	67	2	l	l	NOUN
ap-1121	68	1	ij	ij	INTJ
ap-1121	68	2	l	l	PROPN
ap-1121	68	3	j	j	PROPN
ap-1121	68	4	l	l	X
ap-1121	68	5	k	k	PROPN
ap-1121	68	6	�	�	PROPN
ap-1121	68	7	�	�	PROPN
ap-1121	68	8	�	�	PROPN
ap-1121	68	9	�	�	PROPN
ap-1121	68	10	�	�	PROPN
ap-1121	68	11	�	�	PROPN
ap-1121	68	12	�	�	PROPN
ap-1121	68	13	�	�	PROPN
ap-1121	68	14	�	�	PROPN
ap-1121	68	15	�	�	PROPN
ap-1121	68	16	�	�	PROPN
ap-1121	68	17	�	�	PROPN
ap-1121	68	18	(	(	PUNCT
ap-1121	68	19	)	)	PUNCT
ap-1121	68	20	1	1	NUM
ap-1121	68	21	.	.	X
ap-1121	69	1	4	4	X
ap-1121	69	2	.	.	X
ap-1121	69	3	calculation	calculation	NOUN
ap-1121	69	4	of	of	ADP
ap-1121	69	5	delta	delta	NOUN
ap-1121	69	6	for	for	ADP
ap-1121	69	7	the	the	DET
ap-1121	69	8	output	output	NOUN
ap-1121	69	9	layer	layer	NOUN
ap-1121	69	10	:	:	PUNCT
ap-1121	69	11	�	�	PROPN
ap-1121	69	12	�	�	PROPN
ap-1121	70	1	i	i	PRON
ap-1121	70	2	p	p	X
ap-1121	71	1	i	i	PRON
ap-1121	71	2	p	p	X
ap-1121	72	1	i	i	PRON
ap-1121	72	2	p	p	X
ap-1121	73	1	i	i	PRON
ap-1121	73	2	pg	pg	VERB
ap-1121	73	3	h	h	VERB
ap-1121	74	1	y	y	PROPN
ap-1121	74	2	v	v	PROPN
ap-1121	74	3	�	�	PROPN
ap-1121	74	4	�	�	PROPN
ap-1121	74	5	�	�	PROPN
ap-1121	74	6	�	�	PROPN
ap-1121	74	7	(	(	PUNCT
ap-1121	74	8	)	)	PUNCT
ap-1121	74	9	.	.	PUNCT
ap-1121	75	1	5	5	X
ap-1121	75	2	.	.	X
ap-1121	75	3	calculation	calculation	NOUN
ap-1121	75	4	of	of	ADP
ap-1121	75	5	delta	delta	NOUN
ap-1121	75	6	for	for	ADP
ap-1121	75	7	previous	previous	ADJ
ap-1121	75	8	layers	layer	NOUN
ap-1121	75	9	by	by	ADP
ap-1121	75	10	error	error	NOUN
ap-1121	75	11	back	back	NOUN
ap-1121	75	12	-	-	PUNCT
ap-1121	75	13	propagation	propagation	NOUN
ap-1121	75	14	:	:	PUNCT
ap-1121	76	1	i	i	PRON
ap-1121	76	2	l	l	NOUN
ap-1121	77	1	i	i	VERB
ap-1121	77	2	l	l	NOUN
ap-1121	78	1	ji	ji	X
ap-1121	78	2	l	l	NOUN
ap-1121	78	3	j	j	PROPN
ap-1121	79	1	l	l	NOUN
ap-1121	80	1	i	i	PRON
ap-1121	81	1	g	g	PROPN
ap-1121	81	2	h	h	PROPN
ap-1121	81	3	w	w	PROPN
ap-1121	81	4	�	�	PROPN
ap-1121	81	5	�	�	PROPN
ap-1121	81	6	�	�	PROPN
ap-1121	81	7	�	�	PROPN
ap-1121	81	8	�	�	PROPN
ap-1121	81	9	1	1	NUM
ap-1121	81	10	1	1	NUM
ap-1121	81	11	(	(	PUNCT
ap-1121	81	12	)	)	PUNCT
ap-1121	81	13	6	6	NUM
ap-1121	81	14	.	.	PUNCT
ap-1121	81	15	weight	weight	NOUN
ap-1121	81	16	change	change	NOUN
ap-1121	81	17	according	accord	VERB
ap-1121	81	18	to	to	ADP
ap-1121	81	19	formula	formula	NOUN
ap-1121	81	20	:	:	PUNCT
ap-1121	81	21	�	�	PROPN
ap-1121	81	22	w	w	PROPN
ap-1121	81	23	vij	vij	PROPN
ap-1121	81	24	l	l	PROPN
ap-1121	82	1	i	i	PRON
ap-1121	82	2	l	l	PROPN
ap-1121	82	3	j	j	PROPN
ap-1121	82	4	l	l	X
ap-1121	82	5	�	�	PROPN
ap-1121	82	6	�	�	PROPN
ap-1121	82	7	1	1	NUM
ap-1121	82	8	,	,	PUNCT
ap-1121	82	9	w	w	PROPN
ap-1121	82	10	w	w	PROPN
ap-1121	82	11	wij	wij	PROPN
ap-1121	82	12	ij	ij	INTJ
ap-1121	82	13	ij	ij	INTJ
ap-1121	82	14	new	new	ADJ
ap-1121	82	15	old	old	ADJ
ap-1121	82	16	�	�	PROPN
ap-1121	82	17	�	�	PROPN
ap-1121	82	18	�	�	PROPN
ap-1121	82	19	.	.	PUNCT
ap-1121	83	1	7	7	X
ap-1121	83	2	.	.	X
ap-1121	83	3	if	if	SCONJ
ap-1121	83	4	all	all	DET
ap-1121	83	5	samples	sample	NOUN
ap-1121	83	6	have	have	AUX
ap-1121	83	7	been	be	AUX
ap-1121	83	8	submitted	submit	VERB
ap-1121	83	9	to	to	ADP
ap-1121	83	10	the	the	DET
ap-1121	83	11	network	network	NOUN
ap-1121	83	12	we	we	PRON
ap-1121	83	13	continue	continue	VERB
ap-1121	83	14	in	in	ADP
ap-1121	83	15	phase	phase	NOUN
ap-1121	83	16	no	no	INTJ
ap-1121	83	17	.	.	NOUN
ap-1121	83	18	8	8	NUM
ap-1121	83	19	,	,	PUNCT
ap-1121	83	20	otherwise	otherwise	ADV
ap-1121	83	21	we	we	PRON
ap-1121	83	22	go	go	VERB
ap-1121	83	23	back	back	ADV
ap-1121	83	24	to	to	PART
ap-1121	83	25	phase	phase	NOUN
ap-1121	83	26	no	no	INTJ
ap-1121	83	27	.	.	NOUN
ap-1121	84	1	2	2	NUM
ap-1121	84	2	.	.	NOUN
ap-1121	84	3	8	8	NUM
ap-1121	84	4	.	.	PUNCT
ap-1121	85	1	if	if	SCONJ
ap-1121	85	2	the	the	DET
ap-1121	85	3	network	network	NOUN
ap-1121	85	4	error	error	NOUN
ap-1121	85	5	compared	compare	VERB
ap-1121	85	6	to	to	ADP
ap-1121	85	7	the	the	DET
ap-1121	85	8	selected	select	VERB
ap-1121	85	9	criterion	criterion	NOUN
ap-1121	85	10	value	value	NOUN
ap-1121	85	11	was	be	AUX
ap-1121	85	12	minor	minor	ADJ
ap-1121	85	13	or	or	CCONJ
ap-1121	85	14	the	the	DET
ap-1121	85	15	maximum	maximum	ADJ
ap-1121	85	16	number	number	NOUN
ap-1121	85	17	of	of	ADP
ap-1121	85	18	steps	step	NOUN
ap-1121	85	19	was	be	AUX
ap-1121	85	20	©	©	PROPN
ap-1121	85	21	czech	czech	PROPN
ap-1121	85	22	technical	technical	PROPN
ap-1121	85	23	university	university	PROPN
ap-1121	85	24	publishing	publishing	NOUN
ap-1121	85	25	house	house	NOUN
ap-1121	85	26	http://ctn.cvut.cz/ap/	http://ctn.cvut.cz/ap/	PROPN
ap-1121	85	27	49	49	NUM
ap-1121	85	28	acta	acta	PROPN
ap-1121	85	29	polytechnica	polytechnica	PROPN
ap-1121	85	30	vol	vol	NOUN
ap-1121	85	31	.	.	PROPN
ap-1121	86	1	49	49	NUM
ap-1121	86	2	no	no	INTJ
ap-1121	86	3	.	.	PUNCT
ap-1121	87	1	2–3/2009	2–3/2009	NUM
ap-1121	87	2	fig	fig	NOUN
ap-1121	87	3	.	.	PUNCT
ap-1121	88	1	1	1	NUM
ap-1121	88	2	:	:	PUNCT
ap-1121	88	3	model	model	NOUN
ap-1121	88	4	of	of	ADP
ap-1121	88	5	a	a	DET
ap-1121	88	6	neurone	neurone	NOUN
ap-1121	88	7	exhausted	exhaust	VERB
ap-1121	88	8	,	,	PUNCT
ap-1121	88	9	then	then	ADV
ap-1121	88	10	the	the	DET
ap-1121	88	11	learning	learning	NOUN
ap-1121	88	12	process	process	NOUN
ap-1121	88	13	can	can	AUX
ap-1121	88	14	be	be	AUX
ap-1121	88	15	completed	complete	VERB
ap-1121	88	16	,	,	PUNCT
ap-1121	88	17	else	else	ADV
ap-1121	88	18	phase	phase	NOUN
ap-1121	88	19	no	no	NOUN
ap-1121	88	20	.	.	NOUN
ap-1121	88	21	2	2	NUM
ap-1121	88	22	2.4	2.4	NUM
ap-1121	88	23	choice	choice	NOUN
ap-1121	88	24	of	of	ADP
ap-1121	88	25	a	a	DET
ap-1121	88	26	relevant	relevant	ADJ
ap-1121	88	27	model	model	NOUN
ap-1121	88	28	an	an	DET
ap-1121	88	29	appropriate	appropriate	ADJ
ap-1121	88	30	model	model	NOUN
ap-1121	88	31	can	can	AUX
ap-1121	88	32	be	be	AUX
ap-1121	88	33	determined	determine	VERB
ap-1121	88	34	on	on	ADP
ap-1121	88	35	the	the	DET
ap-1121	88	36	basis	basis	NOUN
ap-1121	88	37	of	of	ADP
ap-1121	88	38	:	:	PUNCT
ap-1121	88	39	a	a	X
ap-1121	88	40	)	)	PUNCT
ap-1121	88	41	the	the	DET
ap-1121	88	42	graph	graph	NOUN
ap-1121	88	43	of	of	ADP
ap-1121	88	44	the	the	DET
ap-1121	88	45	time	time	NOUN
ap-1121	88	46	series	series	NOUN
ap-1121	88	47	,	,	PUNCT
ap-1121	88	48	or	or	CCONJ
ap-1121	88	49	from	from	ADP
ap-1121	88	50	its	its	PRON
ap-1121	88	51	absolute	absolute	ADJ
ap-1121	88	52	or	or	CCONJ
ap-1121	88	53	relative	relative	ADJ
ap-1121	88	54	characteristics	characteristic	NOUN
ap-1121	88	55	,	,	PUNCT
ap-1121	88	56	b	b	X
ap-1121	88	57	)	)	PUNCT
ap-1121	88	58	interpolative	interpolative	ADJ
ap-1121	88	59	criteria	criterion	NOUN
ap-1121	88	60	(	(	PUNCT
ap-1121	88	61	a	a	DET
ap-1121	88	62	decisive	decisive	ADJ
ap-1121	88	63	deviation	deviation	NOUN
ap-1121	88	64	of	of	ADP
ap-1121	88	65	residues	residue	NOUN
ap-1121	88	66	,	,	PUNCT
ap-1121	88	67	coefficient	coefficient	NOUN
ap-1121	88	68	of	of	ADP
ap-1121	88	69	determination	determination	NOUN
ap-1121	88	70	,	,	PUNCT
ap-1121	88	71	coefficient	coefficient	NOUN
ap-1121	88	72	of	of	ADP
ap-1121	88	73	autocorrelation	autocorrelation	NOUN
ap-1121	88	74	of	of	ADP
ap-1121	88	75	residues	residue	NOUN
ap-1121	88	76	,	,	PUNCT
ap-1121	88	77	tests	test	NOUN
ap-1121	88	78	of	of	ADP
ap-1121	88	79	parameters	parameter	NOUN
ap-1121	88	80	)	)	PUNCT
ap-1121	88	81	,	,	PUNCT
ap-1121	88	82	c	c	X
ap-1121	88	83	)	)	PUNCT
ap-1121	88	84	extrapolative	extrapolative	ADJ
ap-1121	88	85	criteria	criterion	NOUN
ap-1121	88	86	(	(	PUNCT
ap-1121	88	87	average	average	ADJ
ap-1121	88	88	characteristics	characteristic	NOUN
ap-1121	88	89	of	of	ADP
ap-1121	88	90	“	"	PUNCT
ap-1121	88	91	ex	ex	X
ap-1121	88	92	post	post	NOUN
ap-1121	88	93	”	"	PUNCT
ap-1121	88	94	forecast	forecast	NOUN
ap-1121	88	95	mistakes	mistake	NOUN
ap-1121	88	96	,	,	PUNCT
ap-1121	88	97	graph	graph	NOUN
ap-1121	88	98	forecasts	forecast	NOUN
ap-1121	88	99	)	)	PUNCT
ap-1121	88	100	.	.	PUNCT
ap-1121	89	1	average	average	ADJ
ap-1121	89	2	characteristics	characteristic	NOUN
ap-1121	89	3	of	of	ADP
ap-1121	89	4	residues	residue	NOUN
ap-1121	89	5	the	the	DET
ap-1121	89	6	average	average	ADJ
ap-1121	89	7	square	square	ADJ
ap-1121	89	8	mistake	mistake	NOUN
ap-1121	89	9	–	–	PUNCT
ap-1121	89	10	dispersion	dispersion	NOUN
ap-1121	89	11	mse	mse	NOUN
ap-1121	89	12	n	n	PROPN
ap-1121	89	13	y	y	PROPN
ap-1121	89	14	y	y	PROPN
ap-1121	89	15	n	n	PROPN
ap-1121	89	16	at	at	ADP
ap-1121	89	17	t	t	PROPN
ap-1121	89	18	t	t	PROPN
ap-1121	89	19	n	n	ADP
ap-1121	89	20	t	t	PROPN
ap-1121	89	21	t	t	PROPN
ap-1121	89	22	n	n	CCONJ
ap-1121	89	23	�	�	PROPN
ap-1121	89	24	�	�	PROPN
ap-1121	89	25	�	�	PROPN
ap-1121	89	26	�	�	PROPN
ap-1121	89	27	�	�	PROPN
ap-1121	89	28	�	�	PROPN
ap-1121	89	29	�	�	PROPN
ap-1121	89	30	1	1	NUM
ap-1121	89	31	12	12	NUM
ap-1121	89	32	1	1	NUM
ap-1121	89	33	2	2	NUM
ap-1121	89	34	1	1	NUM
ap-1121	89	35	(	(	PUNCT
ap-1121	89	36	�	�	PROPN
ap-1121	89	37	)	)	PUNCT
ap-1121	89	38	�	�	PROPN
ap-1121	89	39	.	.	PUNCT
ap-1121	90	1	the	the	DET
ap-1121	90	2	root	root	NOUN
ap-1121	90	3	mean	mean	VERB
ap-1121	90	4	square	square	ADJ
ap-1121	90	5	mistake	mistake	NOUN
ap-1121	90	6	rmse	rmse	PROPN
ap-1121	91	1	n	n	CCONJ
ap-1121	91	2	y	y	PROPN
ap-1121	91	3	y	y	PROPN
ap-1121	91	4	n	n	PROPN
ap-1121	91	5	at	at	ADP
ap-1121	91	6	t	t	PROPN
ap-1121	91	7	t	t	PROPN
ap-1121	91	8	n	n	ADP
ap-1121	91	9	t	t	PROPN
ap-1121	91	10	t	t	PROPN
ap-1121	91	11	n	n	CCONJ
ap-1121	91	12	�	�	PROPN
ap-1121	91	13	�	�	PROPN
ap-1121	91	14	�	�	PROPN
ap-1121	91	15	�	�	PROPN
ap-1121	91	16	�	�	PROPN
ap-1121	91	17	�	�	PROPN
ap-1121	91	18	�	�	PROPN
ap-1121	91	19	1	1	NUM
ap-1121	91	20	12	12	NUM
ap-1121	91	21	1	1	NUM
ap-1121	91	22	2	2	NUM
ap-1121	91	23	1	1	NUM
ap-1121	91	24	(	(	PUNCT
ap-1121	91	25	�	�	PROPN
ap-1121	91	26	)	)	PUNCT
ap-1121	91	27	�	�	PROPN
ap-1121	91	28	.	.	PUNCT
ap-1121	92	1	the	the	DET
ap-1121	92	2	average	average	ADJ
ap-1121	92	3	absolute	absolute	ADJ
ap-1121	92	4	mistake	mistake	NOUN
ap-1121	92	5	mae	mae	PROPN
ap-1121	92	6	n	n	PROPN
ap-1121	92	7	y	y	PROPN
ap-1121	92	8	y	y	PROPN
ap-1121	93	1	n	n	PROPN
ap-1121	93	2	at	at	ADP
ap-1121	93	3	t	t	PROPN
ap-1121	93	4	t	t	PROPN
ap-1121	93	5	n	n	ADP
ap-1121	93	6	t	t	PROPN
ap-1121	93	7	t	t	PROPN
ap-1121	93	8	n	n	CCONJ
ap-1121	93	9	�	�	PROPN
ap-1121	93	10	�	�	PROPN
ap-1121	93	11	�	�	PROPN
ap-1121	93	12	�	�	PROPN
ap-1121	93	13	�	�	PROPN
ap-1121	93	14	�	�	PROPN
ap-1121	93	15	�	�	PROPN
ap-1121	93	16	1	1	NUM
ap-1121	93	17	1	1	NUM
ap-1121	93	18	1	1	NUM
ap-1121	93	19	1	1	NUM
ap-1121	93	20	�	�	PROPN
ap-1121	93	21	�	�	PROPN
ap-1121	93	22	.	.	PUNCT
ap-1121	94	1	the	the	PRON
ap-1121	94	2	lower	low	ADJ
ap-1121	94	3	the	the	DET
ap-1121	94	4	values	value	NOUN
ap-1121	94	5	of	of	ADP
ap-1121	94	6	the	the	DET
ap-1121	94	7	specified	specified	ADJ
ap-1121	94	8	characteristics	characteristic	NOUN
ap-1121	94	9	,	,	PUNCT
ap-1121	94	10	the	the	PRON
ap-1121	94	11	better	well	ADJ
ap-1121	94	12	the	the	DET
ap-1121	94	13	chosen	choose	VERB
ap-1121	94	14	model	model	NOUN
ap-1121	94	15	is	be	AUX
ap-1121	94	16	.	.	PUNCT
ap-1121	95	1	3	3	NUM
ap-1121	95	2	demand	demand	NOUN
ap-1121	95	3	modelling	model	VERB
ap-1121	95	4	the	the	DET
ap-1121	95	5	above	above	ADJ
ap-1121	95	6	mentioned	mention	VERB
ap-1121	95	7	methods	method	NOUN
ap-1121	95	8	will	will	AUX
ap-1121	95	9	be	be	AUX
ap-1121	95	10	used	use	VERB
ap-1121	95	11	for	for	ADP
ap-1121	95	12	demand	demand	NOUN
ap-1121	95	13	modelling	modelling	NOUN
ap-1121	95	14	of	of	ADP
ap-1121	95	15	a	a	DET
ap-1121	95	16	narrowband	narrowband	ADJ
ap-1121	95	17	mobile	mobile	ADJ
ap-1121	95	18	connection	connection	NOUN
ap-1121	95	19	(	(	PUNCT
ap-1121	95	20	gprs	gprs	NOUN
ap-1121	95	21	,	,	PUNCT
ap-1121	95	22	hscsd	hscsd	PROPN
ap-1121	95	23	)	)	PUNCT
ap-1121	95	24	.	.	PUNCT
ap-1121	96	1	the	the	DET
ap-1121	96	2	gprs	gprs	NOUN
ap-1121	96	3	demand	demand	NOUN
ap-1121	96	4	model	model	NOUN
ap-1121	96	5	(	(	PUNCT
ap-1121	96	6	i.e.	i.e.	X
ap-1121	96	7	the	the	DET
ap-1121	96	8	number	number	NOUN
ap-1121	96	9	of	of	ADP
ap-1121	96	10	households	household	NOUN
ap-1121	96	11	which	which	PRON
ap-1121	96	12	are	be	AUX
ap-1121	96	13	using	use	VERB
ap-1121	96	14	a	a	DET
ap-1121	96	15	narrowband	narrowband	ADJ
ap-1121	96	16	mobile	mobile	ADJ
ap-1121	96	17	internet	internet	NOUN
ap-1121	96	18	connection	connection	NOUN
ap-1121	96	19	)	)	PUNCT
ap-1121	96	20	is	be	AUX
ap-1121	96	21	based	base	VERB
ap-1121	96	22	on	on	ADP
ap-1121	96	23	the	the	DET
ap-1121	96	24	values	value	NOUN
ap-1121	96	25	from	from	ADP
ap-1121	96	26	the	the	DET
ap-1121	96	27	czech	czech	ADJ
ap-1121	96	28	statistical	statistical	ADJ
ap-1121	96	29	office	office	NOUN
ap-1121	96	30	(	(	PUNCT
ap-1121	96	31	between	between	ADP
ap-1121	96	32	2003	2003	NUM
ap-1121	96	33	and	and	CCONJ
ap-1121	96	34	2009	2009	NUM
ap-1121	96	35	)	)	PUNCT
ap-1121	96	36	and	and	CCONJ
ap-1121	96	37	estimate	estimate	VERB
ap-1121	96	38	made	make	VERB
ap-1121	96	39	by	by	ADP
ap-1121	96	40	an	an	DET
ap-1121	96	41	expert	expert	NOUN
ap-1121	96	42	.	.	PUNCT
ap-1121	97	1	50	50	NUM
ap-1121	97	2	©	©	PROPN
ap-1121	97	3	czech	czech	PROPN
ap-1121	97	4	technical	technical	PROPN
ap-1121	97	5	university	university	PROPN
ap-1121	97	6	publishing	publishing	NOUN
ap-1121	97	7	house	house	NOUN
ap-1121	97	8	http://ctn.cvut.cz/ap/	http://ctn.cvut.cz/ap/	PROPN
ap-1121	97	9	acta	acta	PROPN
ap-1121	97	10	polytechnica	polytechnica	PROPN
ap-1121	97	11	vol	vol	NOUN
ap-1121	97	12	.	.	PROPN
ap-1121	98	1	49	49	NUM
ap-1121	98	2	no	no	INTJ
ap-1121	98	3	.	.	PUNCT
ap-1121	99	1	2–3/2009	2–3/2009	NUM
ap-1121	99	2	fig	fig	NOUN
ap-1121	99	3	.	.	PUNCT
ap-1121	100	1	2	2	NUM
ap-1121	100	2	:	:	PUNCT
ap-1121	100	3	arima	arima	NOUN
ap-1121	100	4	demand	demand	NOUN
ap-1121	100	5	modelling	modelling	NOUN
ap-1121	100	6	of	of	ADP
ap-1121	100	7	gprs	gprs	NOUN
ap-1121	100	8	arima	arima	NOUN
ap-1121	100	9	processes	process	NOUN
ap-1121	100	10	0	0	NUM
ap-1121	100	11	.	.	NOUN
ap-1121	100	12	0	0	NUM
ap-1121	100	13	.	.	X
ap-1121	100	14	�	�	PROPN
ap-1121	100	15	0	0	NUM
ap-1121	100	16	.	.	PUNCT
ap-1121	100	17	�	�	PROPN
ap-1121	100	18	0	0	NUM
ap-1121	100	19	.	.	PUNCT
ap-1121	100	20	�	�	PROPN
ap-1121	100	21	1	1	NUM
ap-1121	100	22	fig	fig	NOUN
ap-1121	100	23	.	.	PUNCT
ap-1121	101	1	3	3	NUM
ap-1121	101	2	:	:	PUNCT
ap-1121	101	3	residual	residual	ADJ
ap-1121	101	4	autocorrelation	autocorrelation	NOUN
ap-1121	101	5	for	for	ADP
ap-1121	101	6	gprs	gprs	NOUN
ap-1121	101	7	fig	fig	NOUN
ap-1121	101	8	.	.	PUNCT
ap-1121	102	1	4	4	NUM
ap-1121	102	2	:	:	PUNCT
ap-1121	102	3	brown	brown	PROPN
ap-1121	102	4	’s	’s	PART
ap-1121	102	5	linear	linear	PROPN
ap-1121	102	6	exp	exp	PROPN
ap-1121	102	7	.	.	PUNCT
ap-1121	103	1	smoothing	smoothing	NOUN
ap-1121	103	2	of	of	ADP
ap-1121	103	3	gprs	gprs	NOUN
ap-1121	103	4	brown	brown	NOUN
ap-1121	103	5	’s	’s	PART
ap-1121	103	6	linear	linear	PROPN
ap-1121	103	7	exp	exp	PROPN
ap-1121	103	8	.	.	PUNCT
ap-1121	103	9	smoothing	smooth	VERB
ap-1121	103	10	with	with	ADP
ap-1121	103	11	alpha	alpha	PROPN
ap-1121	103	12	�	�	PROPN
ap-1121	103	13	0.9428	0.9428	NUM
ap-1121	103	14	0	0	NUM
ap-1121	103	15	.	.	NOUN
ap-1121	103	16	0	0	NUM
ap-1121	103	17	.	.	X
ap-1121	103	18	�	�	PROPN
ap-1121	103	19	0	0	NUM
ap-1121	103	20	.	.	PUNCT
ap-1121	103	21	�	�	PROPN
ap-1121	103	22	0	0	NUM
ap-1121	103	23	.	.	PUNCT
ap-1121	103	24	�	�	PROPN
ap-1121	103	25	1	1	NUM
ap-1121	103	26	fig	fig	NOUN
ap-1121	103	27	.	.	PUNCT
ap-1121	104	1	5	5	NUM
ap-1121	104	2	:	:	PUNCT
ap-1121	104	3	residual	residual	ADJ
ap-1121	104	4	autocorrelation	autocorrelation	NOUN
ap-1121	104	5	for	for	ADP
ap-1121	104	6	gprs	gprs	NOUN
ap-1121	104	7	4	4	NUM
ap-1121	104	8	conclusions	conclusion	NOUN
ap-1121	104	9	in	in	ADP
ap-1121	104	10	this	this	DET
ap-1121	104	11	paper	paper	NOUN
ap-1121	104	12	,	,	PUNCT
ap-1121	104	13	we	we	PRON
ap-1121	104	14	have	have	AUX
ap-1121	104	15	described	describe	VERB
ap-1121	104	16	some	some	DET
ap-1121	104	17	methods	method	NOUN
ap-1121	104	18	for	for	ADP
ap-1121	104	19	demand	demand	NOUN
ap-1121	104	20	modelling	modelling	NOUN
ap-1121	104	21	in	in	ADP
ap-1121	104	22	telecommunications	telecommunication	NOUN
ap-1121	104	23	.	.	PUNCT
ap-1121	105	1	within	within	ADP
ap-1121	105	2	the	the	DET
ap-1121	105	3	research	research	NOUN
ap-1121	105	4	project	project	NOUN
ap-1121	105	5	on	on	ADP
ap-1121	105	6	demand	demand	NOUN
ap-1121	105	7	modelling	modelling	NOUN
ap-1121	105	8	in	in	ADP
ap-1121	105	9	telecommunications	telecommunication	NOUN
ap-1121	105	10	we	we	PRON
ap-1121	105	11	obtained	obtain	VERB
ap-1121	105	12	the	the	DET
ap-1121	105	13	following	follow	VERB
ap-1121	105	14	values	value	NOUN
ap-1121	105	15	for	for	ADP
ap-1121	105	16	the	the	DET
ap-1121	105	17	average	average	ADJ
ap-1121	105	18	characteristics	characteristic	NOUN
ap-1121	105	19	of	of	ADP
ap-1121	105	20	residues	residue	NOUN
ap-1121	105	21	.	.	PUNCT
ap-1121	106	1	on	on	ADP
ap-1121	106	2	the	the	DET
ap-1121	106	3	basis	basis	NOUN
ap-1121	106	4	of	of	ADP
ap-1121	106	5	the	the	DET
ap-1121	106	6	results	result	NOUN
ap-1121	106	7	of	of	ADP
ap-1121	106	8	rmse	rmse	NOUN
ap-1121	106	9	and	and	CCONJ
ap-1121	106	10	mae	mae	PROPN
ap-1121	106	11	average	average	ADJ
ap-1121	106	12	characteristics	characteristic	NOUN
ap-1121	106	13	of	of	ADP
ap-1121	106	14	residues	residue	NOUN
ap-1121	106	15	,	,	PUNCT
ap-1121	106	16	the	the	DET
ap-1121	106	17	demand	demand	NOUN
ap-1121	106	18	model	model	NOUN
ap-1121	106	19	based	base	VERB
ap-1121	106	20	upon	upon	SCONJ
ap-1121	106	21	neural	neural	ADJ
ap-1121	106	22	networks	network	NOUN
ap-1121	106	23	can	can	AUX
ap-1121	106	24	be	be	AUX
ap-1121	106	25	considered	consider	VERB
ap-1121	106	26	as	as	ADV
ap-1121	106	27	best	well	ADV
ap-1121	106	28	,	,	PUNCT
ap-1121	106	29	but	but	CCONJ
ap-1121	106	30	a	a	DET
ap-1121	106	31	different	different	ADJ
ap-1121	106	32	result	result	NOUN
ap-1121	106	33	arises	arise	VERB
ap-1121	106	34	from	from	ADP
ap-1121	106	35	an	an	DET
ap-1121	106	36	evaluation	evaluation	NOUN
ap-1121	106	37	of	of	ADP
ap-1121	106	38	prediction	prediction	NOUN
ap-1121	106	39	quality	quality	NOUN
ap-1121	106	40	,	,	PUNCT
ap-1121	106	41	because	because	SCONJ
ap-1121	106	42	the	the	DET
ap-1121	106	43	best	good	ADJ
ap-1121	106	44	prediction	prediction	NOUN
ap-1121	106	45	value	value	NOUN
ap-1121	106	46	result	result	NOUN
ap-1121	106	47	was	be	AUX
ap-1121	106	48	obtained	obtain	VERB
ap-1121	106	49	from	from	ADP
ap-1121	106	50	a	a	DET
ap-1121	106	51	demand	demand	NOUN
ap-1121	106	52	model	model	NOUN
ap-1121	106	53	based	base	VERB
ap-1121	106	54	on	on	ADP
ap-1121	106	55	brown‘s	brown‘s	PROPN
ap-1121	106	56	linear	linear	ADJ
ap-1121	106	57	exponential	exponential	ADJ
ap-1121	106	58	smoothing	smoothing	NOUN
ap-1121	106	59	.	.	PUNCT
ap-1121	107	1	©	©	PROPN
ap-1121	107	2	czech	czech	PROPN
ap-1121	107	3	technical	technical	PROPN
ap-1121	107	4	university	university	PROPN
ap-1121	107	5	publishing	publishing	NOUN
ap-1121	107	6	house	house	NOUN
ap-1121	107	7	http://ctn.cvut.cz/ap/	http://ctn.cvut.cz/ap/	PROPN
ap-1121	107	8	51	51	NUM
ap-1121	107	9	acta	acta	PROPN
ap-1121	107	10	polytechnica	polytechnica	PROPN
ap-1121	107	11	vol	vol	NOUN
ap-1121	107	12	.	.	PROPN
ap-1121	108	1	49	49	NUM
ap-1121	108	2	no	no	INTJ
ap-1121	108	3	.	.	PUNCT
ap-1121	109	1	2–3/2009	2–3/2009	NUM
ap-1121	109	2	back	back	ADJ
ap-1121	109	3	-	-	PUNCT
ap-1121	109	4	propagation	propagation	NOUN
ap-1121	109	5	neural	neural	ADJ
ap-1121	109	6	network	network	NOUN
ap-1121	109	7	fig	fig	NOUN
ap-1121	109	8	.	.	PUNCT
ap-1121	110	1	6	6	NUM
ap-1121	110	2	:	:	PUNCT
ap-1121	110	3	neural	neural	ADJ
ap-1121	110	4	network	network	NOUN
ap-1121	110	5	demand	demand	NOUN
ap-1121	110	6	modelling	model	VERB
ap-1121	110	7	0	0	NUM
ap-1121	110	8	.	.	PUNCT
ap-1121	111	1	�	�	PROPN
ap-1121	111	2	1	1	NUM
ap-1121	111	3	1	1	NUM
ap-1121	111	4	.	.	PUNCT
ap-1121	111	5	�	�	PROPN
ap-1121	111	6	1	1	NUM
ap-1121	111	7	.	.	PUNCT
ap-1121	111	8	�	�	PROPN
ap-1121	111	9	0	0	NUM
ap-1121	111	10	.	.	PUNCT
ap-1121	111	11	�	�	PROPN
ap-1121	111	12	2	2	NUM
ap-1121	111	13	fig	fig	NOUN
ap-1121	111	14	.	.	PUNCT
ap-1121	112	1	7	7	NUM
ap-1121	112	2	:	:	PUNCT
ap-1121	112	3	residual	residual	ADJ
ap-1121	112	4	values	value	NOUN
ap-1121	112	5	for	for	ADP
ap-1121	112	6	gprs	gprs	NOUN
ap-1121	112	7	neural	neural	ADJ
ap-1121	112	8	network	network	NOUN
ap-1121	112	9	arima	arima	PROPN
ap-1121	112	10	(	(	PUNCT
ap-1121	112	11	1,1,1	1,1,1	NUM
ap-1121	112	12	)	)	PUNCT
ap-1121	112	13	brown	brown	PROPN
ap-1121	112	14	’s	’s	PART
ap-1121	112	15	exp	exp	NOUN
ap-1121	112	16	.	.	PUNCT
ap-1121	112	17	smoothing	smooth	VERB
ap-1121	112	18	rmse	rmse	PROPN
ap-1121	112	19	0.96	0.96	NUM
ap-1121	112	20	1.31	1.31	NUM
ap-1121	112	21	1.53	1.53	NUM
ap-1121	112	22	mae	mae	PROPN
ap-1121	112	23	0.92	0.92	NUM
ap-1121	112	24	0.88	0.88	NUM
ap-1121	112	25	1.02	1.02	NUM
ap-1121	112	26	table	table	NOUN
ap-1121	112	27	1	1	NUM
ap-1121	112	28	:	:	PUNCT
ap-1121	112	29	average	average	ADJ
ap-1121	112	30	characteristics	characteristic	NOUN
ap-1121	112	31	of	of	ADP
ap-1121	112	32	residues	residue	NOUN
ap-1121	112	33	.	.	PUNCT
ap-1121	112	34	.	.	PUNCT
ap-1121	112	35	.	.	PUNCT
ap-1121	112	36	.	.	PUNCT
ap-1121	112	37	.	.	PUNCT
ap-1121	112	38	.	.	PUNCT
ap-1121	112	39	.	.	PUNCT
ap-1121	112	40	.	.	PUNCT
ap-1121	112	41	.	.	PUNCT
ap-1121	112	42	.	.	PUNCT
ap-1121	113	1	.	.	PUNCT
ap-1121	114	1	fig	fig	NOUN
ap-1121	114	2	.	.	PUNCT
ap-1121	115	1	8	8	NUM
ap-1121	115	2	:	:	PUNCT
ap-1121	115	3	comparison	comparison	NOUN
ap-1121	115	4	of	of	ADP
ap-1121	115	5	the	the	DET
ap-1121	115	6	gprs	gprs	NOUN
ap-1121	115	7	internet	internet	NOUN
ap-1121	115	8	connection	connection	NOUN
ap-1121	115	9	used	use	VERB
ap-1121	115	10	by	by	ADP
ap-1121	115	11	households	household	NOUN
ap-1121	115	12	in	in	ADP
ap-1121	115	13	the	the	DET
ap-1121	115	14	2nd	2nd	ADJ
ap-1121	115	15	quarter	quarter	NOUN
ap-1121	115	16	of	of	ADP
ap-1121	115	17	2008	2008	NUM
ap-1121	115	18	,	,	PUNCT
ap-1121	115	19	values	value	NOUN
ap-1121	115	20	published	publish	VERB
ap-1121	115	21	on	on	ADP
ap-1121	115	22	february	february	PROPN
ap-1121	115	23	10th	10th	NOUN
ap-1121	115	24	,	,	PUNCT
ap-1121	115	25	2009	2009	NUM
ap-1121	115	26	by	by	ADP
ap-1121	115	27	the	the	DET
ap-1121	115	28	czech	czech	ADJ
ap-1121	115	29	statistical	statistical	ADJ
ap-1121	115	30	office	office	NOUN
ap-1121	115	31	,	,	PUNCT
ap-1121	115	32	and	and	CCONJ
ap-1121	115	33	results	result	NOUN
ap-1121	115	34	predicted	predict	VERB
ap-1121	115	35	by	by	ADP
ap-1121	115	36	demand	demand	NOUN
ap-1121	115	37	models	model	NOUN
ap-1121	115	38	for	for	ADP
ap-1121	115	39	gprs	gprs	NOUN
ap-1121	115	40	the	the	DET
ap-1121	115	41	prediction	prediction	NOUN
ap-1121	115	42	based	base	VERB
ap-1121	115	43	on	on	ADP
ap-1121	115	44	the	the	DET
ap-1121	115	45	neural	neural	ADJ
ap-1121	115	46	networks	network	NOUN
ap-1121	115	47	was	be	AUX
ap-1121	115	48	also	also	ADV
ap-1121	115	49	used	use	VERB
ap-1121	115	50	with	with	ADP
ap-1121	115	51	other	other	ADJ
ap-1121	115	52	demand	demand	NOUN
ap-1121	115	53	courses	course	NOUN
ap-1121	115	54	in	in	ADP
ap-1121	115	55	the	the	DET
ap-1121	115	56	field	field	NOUN
ap-1121	115	57	of	of	ADP
ap-1121	115	58	telecommunications	telecommunication	NOUN
ap-1121	115	59	for	for	ADP
ap-1121	115	60	which	which	PRON
ap-1121	115	61	more	more	ADV
ap-1121	115	62	accurate	accurate	ADJ
ap-1121	115	63	results	result	NOUN
ap-1121	115	64	were	be	AUX
ap-1121	115	65	obtained	obtain	VERB
ap-1121	115	66	in	in	ADP
ap-1121	115	67	terms	term	NOUN
ap-1121	115	68	of	of	ADP
ap-1121	115	69	prediction	prediction	NOUN
ap-1121	115	70	quality	quality	NOUN
ap-1121	115	71	.	.	PUNCT
ap-1121	116	1	future	future	ADJ
ap-1121	116	2	research	research	NOUN
ap-1121	116	3	will	will	AUX
ap-1121	116	4	focus	focus	VERB
ap-1121	116	5	on	on	ADP
ap-1121	116	6	improving	improve	VERB
ap-1121	116	7	the	the	DET
ap-1121	116	8	prediction	prediction	NOUN
ap-1121	116	9	results	result	NOUN
ap-1121	116	10	and	and	CCONJ
ap-1121	116	11	a	a	DET
ap-1121	116	12	demand	demand	NOUN
ap-1121	116	13	model	model	NOUN
ap-1121	116	14	based	base	VERB
ap-1121	116	15	on	on	ADP
ap-1121	116	16	the	the	DET
ap-1121	116	17	above	above	ADV
ap-1121	116	18	-	-	PUNCT
ap-1121	116	19	mentioned	mention	VERB
ap-1121	116	20	methods	method	NOUN
ap-1121	116	21	.	.	PUNCT
ap-1121	117	1	5	5	NUM
ap-1121	117	2	references	reference	NOUN
ap-1121	117	3	[	[	X
ap-1121	117	4	1	1	NUM
ap-1121	117	5	]	]	PUNCT
ap-1121	117	6	cipra	cipra	NOUN
ap-1121	117	7	,	,	PUNCT
ap-1121	117	8	t.	t.	PROPN
ap-1121	117	9	:	:	PUNCT
ap-1121	117	10	analysis	analysis	NOUN
ap-1121	117	11	of	of	ADP
ap-1121	117	12	time	time	NOUN
ap-1121	117	13	series	series	NOUN
ap-1121	117	14	with	with	ADP
ap-1121	117	15	application	application	NOUN
ap-1121	117	16	in	in	ADP
ap-1121	117	17	economy	economy	NOUN
ap-1121	117	18	,	,	PUNCT
ap-1121	117	19	prague	prague	NOUN
ap-1121	117	20	:	:	PUNCT
ap-1121	117	21	sntl	sntl	ADJ
ap-1121	117	22	/	/	SYM
ap-1121	117	23	alfa	alfa	PROPN
ap-1121	117	24	,	,	PUNCT
ap-1121	117	25	1986	1986	NUM
ap-1121	117	26	.	.	PUNCT
ap-1121	118	1	[	[	X
ap-1121	118	2	2	2	NUM
ap-1121	118	3	]	]	X
ap-1121	118	4	kaňok	kaňok	ADJ
ap-1121	118	5	,	,	PUNCT
ap-1121	118	6	m.	m.	NOUN
ap-1121	118	7	:	:	PUNCT
ap-1121	118	8	statistical	statistical	ADJ
ap-1121	118	9	methods	method	NOUN
ap-1121	118	10	in	in	ADP
ap-1121	118	11	management	management	NOUN
ap-1121	118	12	,	,	PUNCT
ap-1121	118	13	prague	prague	PROPN
ap-1121	118	14	:	:	PUNCT
ap-1121	118	15	ctu	ctu	NOUN
ap-1121	118	16	in	in	ADP
ap-1121	118	17	prague	prague	PROPN
ap-1121	118	18	,	,	PUNCT
ap-1121	118	19	2002	2002	NUM
ap-1121	118	20	.	.	PUNCT
ap-1121	119	1	[	[	X
ap-1121	119	2	3	3	NUM
ap-1121	119	3	]	]	X
ap-1121	119	4	šnorek	šnorek	NOUN
ap-1121	119	5	,	,	PUNCT
ap-1121	119	6	m.	m.	NOUN
ap-1121	119	7	:	:	PUNCT
ap-1121	119	8	neural	neural	ADJ
ap-1121	119	9	network	network	NOUN
ap-1121	119	10	and	and	CCONJ
ap-1121	119	11	neural	neural	ADJ
ap-1121	119	12	computers	computer	NOUN
ap-1121	119	13	,	,	PUNCT
ap-1121	119	14	prague	prague	PROPN
ap-1121	119	15	:	:	PUNCT
ap-1121	119	16	ctu	ctu	NOUN
ap-1121	119	17	in	in	ADP
ap-1121	119	18	prague	prague	PROPN
ap-1121	119	19	,	,	PUNCT
ap-1121	119	20	2002	2002	NUM
ap-1121	119	21	.	.	PUNCT
ap-1121	120	1	[	[	X
ap-1121	120	2	4	4	NUM
ap-1121	120	3	]	]	PUNCT
ap-1121	120	4	artl	artl	NOUN
ap-1121	120	5	,	,	PUNCT
ap-1121	120	6	j.	j.	PROPN
ap-1121	120	7	,	,	PUNCT
ap-1121	120	8	artlová	artlová	PROPN
ap-1121	120	9	,	,	PUNCT
ap-1121	120	10	m.	m.	NOUN
ap-1121	120	11	:	:	PUNCT
ap-1121	120	12	financial	financial	ADJ
ap-1121	120	13	time	time	NOUN
ap-1121	120	14	series	series	PROPN
ap-1121	120	15	,	,	PUNCT
ap-1121	120	16	prague	prague	PROPN
ap-1121	120	17	:	:	PUNCT
ap-1121	120	18	grada	grada	PROPN
ap-1121	120	19	publishing	publish	VERB
ap-1121	120	20	a.s	a.s	PROPN
ap-1121	120	21	.	.	PROPN
ap-1121	120	22	,	,	PUNCT
ap-1121	120	23	2003	2003	NUM
ap-1121	120	24	.	.	PUNCT
ap-1121	121	1	[	[	X
ap-1121	121	2	5	5	NUM
ap-1121	121	3	]	]	PUNCT
ap-1121	121	4	artl	artl	NOUN
ap-1121	121	5	,	,	PUNCT
ap-1121	121	6	j.	j.	PROPN
ap-1121	121	7	,	,	PUNCT
ap-1121	121	8	artlová	artlová	PROPN
ap-1121	121	9	,	,	PUNCT
ap-1121	121	10	m.	m.	NOUN
ap-1121	121	11	,	,	PUNCT
ap-1121	121	12	rublíková	rublíková	PROPN
ap-1121	121	13	,	,	PUNCT
ap-1121	121	14	e.	e.	PROPN
ap-1121	121	15	:	:	PUNCT
ap-1121	121	16	analysis	analysis	NOUN
ap-1121	121	17	of	of	ADP
ap-1121	121	18	economical	economical	ADJ
ap-1121	121	19	time	time	NOUN
ap-1121	121	20	series	series	NOUN
ap-1121	121	21	with	with	ADP
ap-1121	121	22	examples	example	NOUN
ap-1121	121	23	,	,	PUNCT
ap-1121	121	24	prague	prague	NOUN
ap-1121	121	25	:	:	PUNCT
ap-1121	121	26	university	university	NOUN
ap-1121	121	27	of	of	ADP
ap-1121	121	28	economics	economic	NOUN
ap-1121	121	29	,	,	PUNCT
ap-1121	121	30	2002	2002	NUM
ap-1121	121	31	.	.	PUNCT
ap-1121	122	1	[	[	X
ap-1121	122	2	6	6	NUM
ap-1121	122	3	]	]	PUNCT
ap-1121	122	4	özekes	özeke	NOUN
ap-1121	122	5	,	,	PUNCT
ap-1121	122	6	s.	s.	PROPN
ap-1121	122	7	,	,	PUNCT
ap-1121	122	8	osman	osman	PROPN
ap-1121	122	9	,	,	PUNCT
ap-1121	122	10	o.	o.	NOUN
ap-1121	122	11	:	:	PUNCT
ap-1121	122	12	classsification	classsification	NOUN
ap-1121	122	13	and	and	CCONJ
ap-1121	122	14	prediction	prediction	NOUN
ap-1121	122	15	in	in	ADP
ap-1121	122	16	data	datum	NOUN
ap-1121	122	17	mining	mining	NOUN
ap-1121	122	18	with	with	ADP
ap-1121	122	19	neural	neural	ADJ
ap-1121	122	20	networks	network	NOUN
ap-1121	122	21	,	,	PUNCT
ap-1121	122	22	istanbul	istanbul	PROPN
ap-1121	122	23	commerce	commerce	PROPN
ap-1121	122	24	university	university	PROPN
ap-1121	122	25	,	,	PUNCT
ap-1121	122	26	2003	2003	NUM
ap-1121	122	27	.	.	PUNCT
ap-1121	123	1	[	[	X
ap-1121	123	2	7	7	X
ap-1121	123	3	]	]	PUNCT
ap-1121	123	4	crone	crone	NOUN
ap-1121	123	5	,	,	PUNCT
ap-1121	123	6	s.	s.	PROPN
ap-1121	123	7	:	:	PUNCT
ap-1121	123	8	business	business	NOUN
ap-1121	123	9	forecasting	forecasting	NOUN
ap-1121	123	10	with	with	ADP
ap-1121	123	11	neural	neural	ADJ
ap-1121	123	12	networks	network	NOUN
ap-1121	123	13	,	,	PUNCT
ap-1121	123	14	boston	boston	PROPN
ap-1121	123	15	:	:	PUNCT
ap-1121	123	16	institute	institute	PROPN
ap-1121	123	17	of	of	ADP
ap-1121	123	18	business	business	PROPN
ap-1121	123	19	forecasting	forecasting	NOUN
ap-1121	123	20	,	,	PUNCT
ap-1121	123	21	2004	2004	NUM
ap-1121	123	22	.	.	PUNCT
ap-1121	124	1	[	[	X
ap-1121	124	2	8	8	NUM
ap-1121	124	3	]	]	X
ap-1121	124	4	samuelson	samuelson	NOUN
ap-1121	124	5	,	,	PUNCT
ap-1121	124	6	p.	p.	PROPN
ap-1121	124	7	,	,	PUNCT
ap-1121	124	8	nordhaus	nordhaus	PROPN
ap-1121	124	9	,	,	PUNCT
ap-1121	124	10	d.	d.	NOUN
ap-1121	124	11	:	:	PUNCT
ap-1121	124	12	economy	economy	NOUN
ap-1121	124	13	,	,	PUNCT
ap-1121	124	14	prague	prague	PROPN
ap-1121	124	15	:	:	PUNCT
ap-1121	124	16	nakladatelství	nakladatelství	PROPN
ap-1121	124	17	svoboda	svoboda	PROPN
ap-1121	124	18	,	,	PUNCT
ap-1121	124	19	1991	1991	NUM
ap-1121	124	20	.	.	PUNCT
ap-1121	125	1	[	[	X
ap-1121	125	2	9	9	NUM
ap-1121	125	3	]	]	SYM
ap-1121	125	4	nau	nau	PROPN
ap-1121	125	5	,	,	PUNCT
ap-1121	125	6	r.	r.	PROPN
ap-1121	125	7	:	:	PUNCT
ap-1121	125	8	introduction	introduction	NOUN
ap-1121	125	9	to	to	ADP
ap-1121	125	10	arima	arima	PROPN
ap-1121	125	11	,	,	PUNCT
ap-1121	125	12	duke	duke	PROPN
ap-1121	125	13	university	university	PROPN
ap-1121	125	14	durham	durham	PROPN
ap-1121	125	15	,	,	PUNCT
ap-1121	125	16	2007	2007	NUM
ap-1121	125	17	.	.	PUNCT
ap-1121	126	1	[	[	X
ap-1121	126	2	10	10	NUM
ap-1121	126	3	]	]	X
ap-1121	126	4	kuba	kuba	PROPN
ap-1121	126	5	,	,	PUNCT
ap-1121	126	6	m.	m.	NOUN
ap-1121	126	7	:	:	PUNCT
ap-1121	126	8	neural	neural	ADJ
ap-1121	126	9	networks	network	NOUN
ap-1121	126	10	,	,	PUNCT
ap-1121	126	11	brno	brno	NOUN
ap-1121	126	12	:	:	PUNCT
ap-1121	126	13	masaryk	masaryk	PROPN
ap-1121	126	14	university	university	NOUN
ap-1121	126	15	brno	brno	NOUN
ap-1121	126	16	,	,	PUNCT
ap-1121	126	17	1995	1995	NUM
ap-1121	126	18	.	.	PUNCT
ap-1121	127	1	martin	martin	PROPN
ap-1121	127	2	chvalina	chvalina	PROPN
ap-1121	127	3	e	e	NOUN
ap-1121	127	4	-	-	NOUN
ap-1121	127	5	mail	mail	NOUN
ap-1121	127	6	:	:	PUNCT
ap-1121	127	7	martin.chvalina@email.cz	martin.chvalina@email.cz	PROPN
ap-1121	127	8	department	department	PROPN
ap-1121	127	9	of	of	ADP
ap-1121	127	10	economics	economic	NOUN
ap-1121	127	11	,	,	PUNCT
ap-1121	127	12	management	management	NOUN
ap-1121	127	13	and	and	CCONJ
ap-1121	127	14	humanities	humanity	NOUN
ap-1121	127	15	czech	czech	PROPN
ap-1121	127	16	technical	technical	PROPN
ap-1121	127	17	university	university	PROPN
ap-1121	127	18	in	in	ADP
ap-1121	127	19	prague	prague	PROPN
ap-1121	127	20	faculty	faculty	NOUN
ap-1121	127	21	of	of	ADP
ap-1121	127	22	electrical	electrical	ADJ
ap-1121	127	23	engineering	engineering	NOUN
ap-1121	127	24	technická	technická	NOUN
ap-1121	127	25	2	2	NUM
ap-1121	127	26	166	166	NUM
ap-1121	127	27	27	27	NUM
ap-1121	127	28	praha	praha	NOUN
ap-1121	127	29	,	,	PUNCT
ap-1121	127	30	czech	czech	PROPN
ap-1121	127	31	republic	republic	NOUN
ap-1121	127	32	52	52	NUM
ap-1121	127	33	©	©	PROPN
ap-1121	127	34	czech	czech	PROPN
ap-1121	127	35	technical	technical	PROPN
ap-1121	127	36	university	university	PROPN
ap-1121	127	37	publishing	publishing	NOUN
ap-1121	127	38	house	house	NOUN
ap-1121	127	39	http://ctn.cvut.cz/ap/	http://ctn.cvut.cz/ap/	PROPN
ap-1121	127	40	acta	acta	PROPN
ap-1121	127	41	polytechnica	polytechnica	PROPN
ap-1121	127	42	vol	vol	NOUN
ap-1121	127	43	.	.	PROPN
ap-1121	128	1	49	49	NUM
ap-1121	128	2	no	no	INTJ
ap-1121	128	3	.	.	PUNCT
ap-1121	129	1	2–3/2009	2–3/2009	NUM
ap-1121	129	2	<	<	X
ap-1121	129	3	<	<	X
ap-1121	129	4	/ascii85encodepages	/ascii85encodepage	NOUN
ap-1121	129	5	false	false	ADJ
ap-1121	129	6	/allowtransparency	/allowtransparency	NOUN
ap-1121	129	7	false	false	ADJ
ap-1121	129	8	/autopositionepsfiles	/autopositionepsfile	NOUN
ap-1121	129	9	true	true	ADJ
ap-1121	129	10	/autorotatepages	/autorotatepage	NOUN
ap-1121	129	11	/none	/none	PUNCT
ap-1121	129	12	/binding	/binding	PUNCT
ap-1121	129	13	/left	/left	ADJ
ap-1121	130	1	/calgrayprofile	/calgrayprofile	VERB
ap-1121	130	2	(	(	PUNCT
ap-1121	130	3	dot	dot	NOUN
ap-1121	130	4	gain	gain	NOUN
ap-1121	130	5	20	20	NUM
ap-1121	130	6	%	%	NOUN
ap-1121	130	7	)	)	PUNCT
ap-1121	130	8	/calrgbprofile	/calrgbprofile	PUNCT
ap-1121	131	1	(	(	PUNCT
ap-1121	131	2	srgb	srgb	PROPN
ap-1121	131	3	iec61966	iec61966	NOUN
ap-1121	131	4	-	-	PUNCT
ap-1121	131	5	2.1	2.1	NUM
ap-1121	131	6	)	)	PUNCT
ap-1121	131	7	/calcmykprofile	/calcmykprofile	PUNCT
ap-1121	132	1	(	(	PUNCT
ap-1121	132	2	u.s	u.s	PROPN
ap-1121	132	3	.	.	PROPN
ap-1121	132	4	web	web	NOUN
ap-1121	132	5	coated	coat	VERB
ap-1121	132	6	\050swop\051	\050swop\051	ADJ
ap-1121	132	7	v2	v2	NOUN
ap-1121	132	8	)	)	PUNCT
ap-1121	132	9	/srgbprofile	/srgbprofile	PUNCT
ap-1121	132	10	(	(	PUNCT
ap-1121	132	11	srgb	srgb	PROPN
ap-1121	132	12	iec61966	iec61966	NOUN
ap-1121	132	13	-	-	PUNCT
ap-1121	132	14	2.1	2.1	NUM
ap-1121	132	15	)	)	PUNCT
ap-1121	132	16	/cannotembedfontpolicy	/cannotembedfontpolicy	PUNCT
ap-1121	133	1	/error	/error	INTJ
ap-1121	133	2	/compatibilitylevel	/compatibilitylevel	NOUN
ap-1121	134	1	1.4	1.4	NUM
ap-1121	134	2	/compressobjects	/compressobject	NOUN
ap-1121	134	3	/tags	/tag	VERB
ap-1121	134	4	/compresspages	/compresspage	NOUN
ap-1121	134	5	true	true	ADJ
ap-1121	134	6	/convertimagestoindexed	/convertimagestoindexed	ADJ
ap-1121	134	7	true	true	ADJ
ap-1121	134	8	/passthroughjpegimages	/passthroughjpegimage	NOUN
ap-1121	134	9	true	true	ADJ
ap-1121	134	10	/createjobticket	/createjobticket	NOUN
ap-1121	134	11	false	false	ADJ
ap-1121	134	12	/defaultrenderingintent	/defaultrenderingintent	NOUN
ap-1121	134	13	/default	/default	PUNCT
ap-1121	134	14	/detectblends	/detectblend	NOUN
ap-1121	134	15	true	true	ADJ
ap-1121	134	16	/detectcurves	/detectcurve	VERB
ap-1121	135	1	0.0000	0.0000	NUM
ap-1121	135	2	/colorconversionstrategy	/colorconversionstrategy	NOUN
ap-1121	135	3	/cmyk	/cmyk	PUNCT
ap-1121	136	1	/dothumbnails	/dothumbnail	VERB
ap-1121	137	1	false	false	ADJ
ap-1121	137	2	/embedallfonts	/embedallfont	NOUN
ap-1121	137	3	true	true	ADJ
ap-1121	137	4	/embedopentype	/embedopentype	PUNCT
ap-1121	137	5	false	false	ADJ
ap-1121	137	6	/parseiccprofilesincomments	/parseiccprofilesincomment	NOUN
ap-1121	137	7	true	true	ADJ
ap-1121	137	8	/embedjoboptions	/embedjoboption	NOUN
ap-1121	137	9	true	true	ADJ
ap-1121	137	10	/dscreportinglevel	/dscreportinglevel	NOUN
ap-1121	137	11	0	0	NUM
ap-1121	137	12	/emitdscwarnings	/emitdscwarning	NOUN
ap-1121	137	13	false	false	ADJ
ap-1121	137	14	/endpage	/endpage	NOUN
ap-1121	137	15	-1	-1	NOUN
ap-1121	137	16	/imagememory	/imagememory	NUM
ap-1121	137	17	1048576	1048576	NUM
ap-1121	137	18	/lockdistillerparams	/lockdistillerparams	NOUN
ap-1121	137	19	false	false	ADJ
ap-1121	137	20	/maxsubsetpct	/maxsubsetpct	ADJ
ap-1121	137	21	100	100	NUM
ap-1121	137	22	/optimize	/optimize	NOUN
ap-1121	137	23	true	true	ADJ
ap-1121	137	24	/opm	/opm	NOUN
ap-1121	137	25	1	1	NUM
ap-1121	137	26	/parsedsccomments	/parsedsccomment	NOUN
ap-1121	137	27	true	true	ADJ
ap-1121	137	28	/parsedsccommentsfordocinfo	/parsedsccommentsfordocinfo	VERB
ap-1121	137	29	true	true	ADJ
ap-1121	137	30	/preservecopypage	/preservecopypage	NOUN
ap-1121	137	31	true	true	ADJ
ap-1121	137	32	/preservedicmykvalues	/preservedicmykvalue	NOUN
ap-1121	137	33	true	true	ADJ
ap-1121	137	34	/preserveepsinfo	/preserveepsinfo	NOUN
ap-1121	137	35	true	true	ADJ
ap-1121	137	36	/preserveflatness	/preserveflatness	NOUN
ap-1121	137	37	true	true	ADJ
ap-1121	137	38	/preservehalftoneinfo	/preservehalftoneinfo	PUNCT
ap-1121	137	39	false	false	ADJ
ap-1121	137	40	/preserveopicomments	/preserveopicomment	NOUN
ap-1121	137	41	true	true	ADJ
ap-1121	137	42	/preserveoverprintsettings	/preserveoverprintsetting	NOUN
ap-1121	137	43	true	true	ADJ
ap-1121	137	44	/startpage	/startpage	NOUN
ap-1121	137	45	1	1	NUM
ap-1121	137	46	/subsetfonts	/subsetfont	NOUN
ap-1121	137	47	true	true	ADJ
ap-1121	137	48	/transferfunctioninfo	/transferfunctioninfo	PUNCT
ap-1121	137	49	/apply	/apply	PUNCT
ap-1121	137	50	/ucrandbginfo	/ucrandbginfo	PUNCT
ap-1121	138	1	/preserve	/preserve	NOUN
ap-1121	138	2	/useprologue	/useprologue	NOUN
ap-1121	138	3	false	false	ADJ
ap-1121	138	4	/colorsettingsfile	/colorsettingsfile	NOUN
ap-1121	138	5	(	(	PUNCT
ap-1121	138	6	)	)	PUNCT
ap-1121	138	7	/alwaysembed	/alwaysembe	VERB
ap-1121	138	8	[	[	PUNCT
ap-1121	138	9	true	true	ADJ
ap-1121	138	10	]	]	PUNCT
ap-1121	138	11	/neverembed	/neverembed	PUNCT
ap-1121	139	1	[	[	PUNCT
ap-1121	139	2	true	true	ADJ
ap-1121	139	3	]	]	PUNCT
ap-1121	139	4	/antialiascolorimages	/antialiascolorimages	X
ap-1121	139	5	false	false	ADJ
ap-1121	139	6	/cropcolorimages	/cropcolorimages	PUNCT
ap-1121	139	7	true	true	ADJ
ap-1121	139	8	/colorimageminresolution	/colorimageminresolution	PUNCT
ap-1121	139	9	300	300	NUM
ap-1121	139	10	/colorimageminresolutionpolicy	/colorimageminresolutionpolicy	NOUN
ap-1121	139	11	/ok	/ok	ADJ
ap-1121	140	1	/downsamplecolorimages	/downsamplecolorimage	VERB
ap-1121	141	1	true	true	ADJ
ap-1121	141	2	/colorimagedownsampletype	/colorimagedownsampletype	PUNCT
ap-1121	141	3	/bicubic	/bicubic	NOUN
ap-1121	141	4	/colorimageresolution	/colorimageresolution	NOUN
ap-1121	142	1	300	300	NUM
ap-1121	142	2	/colorimagedepth	/colorimagedepth	PRON
ap-1121	142	3	-1	-1	INTJ
ap-1121	142	4	/colorimagemindownsampledepth	/colorimagemindownsampledepth	SYM
ap-1121	142	5	1	1	NUM
ap-1121	142	6	/colorimagedownsamplethreshold	/colorimagedownsamplethreshold	SYM
ap-1121	142	7	1.50000	1.50000	NUM
ap-1121	142	8	/encodecolorimages	/encodecolorimage	NOUN
ap-1121	142	9	true	true	ADJ
ap-1121	142	10	/colorimagefilter	/colorimagefilter	PUNCT
ap-1121	142	11	/dctencode	/dctencode	PUNCT
ap-1121	143	1	/autofiltercolorimages	/autofiltercolorimage	NOUN
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ap-1121	143	3	/colorimageautofilterstrategy	/colorimageautofilterstrategy	PUNCT
ap-1121	143	4	/jpeg	/jpeg	PUNCT
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ap-1121	144	1	<	<	X
ap-1121	144	2	<	<	X
ap-1121	144	3	/qfactor	/qfactor	NOUN
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ap-1121	144	5	/hsamples	/hsample	NOUN
ap-1121	145	1	[	[	X
ap-1121	145	2	1	1	NUM
ap-1121	145	3	1	1	NUM
ap-1121	145	4	1	1	NUM
ap-1121	145	5	1	1	NUM
ap-1121	145	6	]	]	PUNCT
ap-1121	145	7	/vsamples	/vsample	NOUN
ap-1121	146	1	[	[	X
ap-1121	146	2	1	1	NUM
ap-1121	146	3	1	1	NUM
ap-1121	146	4	1	1	NUM
ap-1121	146	5	1	1	NUM
ap-1121	146	6	]	]	PUNCT
ap-1121	146	7	>	>	PUNCT
ap-1121	146	8	>	>	X
ap-1121	146	9	/colorimagedict	/colorimagedict	PUNCT
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ap-1121	147	2	<	<	X
ap-1121	147	3	/qfactor	/qfactor	NOUN
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ap-1121	147	5	/hsamples	/hsample	NOUN
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ap-1121	148	2	1	1	NUM
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ap-1121	148	5	1	1	NUM
ap-1121	148	6	]	]	PUNCT
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ap-1121	149	2	1	1	NUM
ap-1121	149	3	1	1	NUM
ap-1121	149	4	1	1	NUM
ap-1121	149	5	1	1	NUM
ap-1121	149	6	]	]	PUNCT
ap-1121	149	7	>	>	PUNCT
ap-1121	149	8	>	>	X
ap-1121	149	9	/jpeg2000coloracsimagedict	/jpeg2000coloracsimagedict	PUNCT
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ap-1121	150	9	>	>	PUNCT
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ap-1121	150	21	>	>	X
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ap-1121	151	8	/grayimagemindownsampledepth	/grayimagemindownsampledepth	PUNCT
ap-1121	152	1	2	2	NUM
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ap-1121	152	4	/encodegrayimages	/encodegrayimage	NOUN
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ap-1121	155	3	1	1	NUM
ap-1121	155	4	1	1	NUM
ap-1121	155	5	1	1	NUM
ap-1121	155	6	]	]	PUNCT
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ap-1121	156	2	1	1	NUM
ap-1121	156	3	1	1	NUM
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ap-1121	162	7	-1	-1	PUNCT
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ap-1121	166	7	(	(	PUNCT
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ap-1121	174	7	/esp	/esp	PUNCT
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ap-1121	175	3	>	>	X
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ap-1121	176	3	>	>	X
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ap-1121	176	7	>	>	X
ap-1121	176	8	/heb	/heb	X
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ap-1121	176	11	>	>	X
ap-1121	176	12	/hrv	/hrv	PROPN
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ap-1121	177	3	stvaranje	stvaranje	PROPN
ap-1121	177	4	adobe	adobe	PROPN
ap-1121	177	5	pdf	pdf	PROPN
ap-1121	177	6	dokumenata	dokumenata	PROPN
ap-1121	177	7	najpogodnijih	najpogodnijih	PROPN
ap-1121	177	8	za	za	PROPN
ap-1121	177	9	visokokvalitetni	visokokvalitetni	VERB
ap-1121	177	10	ispis	ispis	ADJ
ap-1121	177	11	prije	prije	NOUN
ap-1121	177	12	tiskanja	tiskanja	PROPN
ap-1121	177	13	koristite	koristite	PROPN
ap-1121	177	14	ove	ove	NOUN
ap-1121	177	15	postavke	postavke	NOUN
ap-1121	177	16	.	.	PUNCT
ap-1121	178	1	stvoreni	stvoreni	ADJ
ap-1121	178	2	pdf	pdf	NOUN
ap-1121	178	3	dokumenti	dokumenti	PROPN
ap-1121	178	4	mogu	mogu	PROPN
ap-1121	178	5	se	se	X
ap-1121	178	6	otvoriti	otvoriti	PROPN
ap-1121	178	7	acrobat	acrobat	PROPN
ap-1121	179	1	i	i	PRON
ap-1121	179	2	adobe	adobe	PROPN
ap-1121	179	3	reader	reader	PROPN
ap-1121	179	4	5.0	5.0	NUM
ap-1121	179	5	i	i	PRON
ap-1121	179	6	kasnijim	kasnijim	VERB
ap-1121	179	7	verzijama	verzijama	NOUN
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ap-1121	179	9	)	)	PUNCT
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ap-1121	186	3	>	>	X
ap-1121	186	4	/nld	/nld	PUNCT
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ap-1121	191	3	>	>	X
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ap-1121	191	11	>	>	X
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ap-1121	196	10	)	)	PUNCT
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ap-1121	198	5	false	false	ADJ
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ap-1121	200	3	false	false	ADJ
ap-1121	200	4	/omitplacedpdf	/omitplacedpdf	PUNCT
ap-1121	200	5	false	false	ADJ
ap-1121	200	6	/simulateoverprint	/simulateoverprint	NOUN
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ap-1121	202	3	/addbleedmarks	/addbleedmarks	X
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ap-1121	202	7	/addcropmarks	/addcropmarks	PUNCT
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ap-1121	202	11	/addregmarks	/addregmark	NOUN
ap-1121	202	12	false	false	ADJ
ap-1121	202	13	/convertcolors	/convertcolor	NOUN
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ap-1121	204	9	false	false	ADJ
ap-1121	204	10	/includelayers	/includelayer	NOUN
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ap-1121	207	7	)	)	PUNCT
ap-1121	207	8	(	(	PUNCT
ap-1121	207	9	2.0	2.0	NUM
ap-1121	207	10	)	)	PUNCT
ap-1121	207	11	]	]	PUNCT
ap-1121	208	1	/pdfxoutputintentprofileselector	/pdfxoutputintentprofileselector	INTJ
ap-1121	208	2	/documentcmyk	/documentcmyk	PUNCT
ap-1121	209	1	/preserveediting	/preserveedite	VERB
ap-1121	209	2	true	true	ADJ
ap-1121	209	3	/untaggedcmykhandling	/untaggedcmykhandling	NOUN
ap-1121	209	4	/leaveuntagged	/leaveuntagge	VERB
ap-1121	209	5	/untaggedrgbhandling	/untaggedrgbhandling	NOUN
ap-1121	209	6	/usedocumentprofile	/usedocumentprofile	INTJ
ap-1121	209	7	/usedocumentbleed	/usedocumentbleed	NOUN
ap-1121	210	1	false	false	ADJ
ap-1121	210	2	>	>	PUNCT
ap-1121	210	3	>	>	X
ap-1121	210	4	]	]	PUNCT
ap-1121	210	5	>	>	PUNCT
ap-1121	210	6	>	>	X
ap-1121	210	7	setdistillerparams	setdistillerparam	NOUN
ap-1121	211	1	<	<	X
ap-1121	211	2	<	<	X
ap-1121	211	3	/hwresolution	/hwresolution	NOUN
ap-1121	212	1	[	[	X
ap-1121	212	2	2400	2400	NUM
ap-1121	212	3	2400	2400	NUM
ap-1121	212	4	]	]	PUNCT
ap-1121	212	5	/pagesize	/pagesize	X
ap-1121	213	1	[	[	X
ap-1121	213	2	612.000	612.000	NUM
ap-1121	213	3	792.000	792.000	NUM
ap-1121	213	4	]	]	PUNCT
ap-1121	213	5	>	>	PUNCT
ap-1121	213	6	>	>	X
ap-1121	213	7	setpagedevice	setpagedevice	PROPN