id	sid	tid	token	lemma	pos
ajam-245	1	1	in	in	ADP
ajam-245	1	2	ternationa	ternationa	NOUN
ajam-245	1	3	l	l	NOUN
ajam-245	1	4	scholars	scholar	NOUN
ajam-245	1	5	journa	journa	VERB
ajam-245	1	6	ls	ls	ADJ
ajam-245	1	7	african	african	ADJ
ajam-245	1	8	journal	journal	NOUN
ajam-245	1	9	of	of	ADP
ajam-245	1	10	agricultural	agricultural	ADJ
ajam-245	1	11	marketing	marketing	NOUN
ajam-245	1	12	issn	issn	PROPN
ajam-245	1	13	2375	2375	NUM
ajam-245	1	14	-	-	SYM
ajam-245	1	15	1061	1061	NUM
ajam-245	1	16	vol	vol	NOUN
ajam-245	1	17	.	.	PROPN
ajam-245	1	18	8	8	NUM
ajam-245	1	19	(	(	PUNCT
ajam-245	1	20	4	4	NUM
ajam-245	1	21	)	)	PUNCT
ajam-245	1	22	,	,	PUNCT
ajam-245	1	23	pp	pp	PROPN
ajam-245	1	24	.	.	PUNCT
ajam-245	2	1	001	001	NUM
ajam-245	2	2	-	-	PUNCT
ajam-245	2	3	007	007	NUM
ajam-245	2	4	,	,	PUNCT
ajam-245	2	5	april	april	PROPN
ajam-245	2	6	,	,	PUNCT
ajam-245	2	7	2020	2020	NUM
ajam-245	2	8	.	.	PUNCT
ajam-245	3	1	available	available	ADJ
ajam-245	3	2	online	online	ADV
ajam-245	3	3	at	at	ADP
ajam-245	3	4	www.internationalscholarsjournals.org	www.internationalscholarsjournals.org	PROPN
ajam-245	3	5	©	©	PROPN
ajam-245	3	6	international	international	ADJ
ajam-245	3	7	scholars	scholar	NOUN
ajam-245	3	8	journals	journal	NOUN
ajam-245	3	9	author(s	author(s	PROPN
ajam-245	3	10	)	)	PUNCT
ajam-245	3	11	retain	retain	VERB
ajam-245	3	12	the	the	DET
ajam-245	3	13	copyright	copyright	NOUN
ajam-245	3	14	of	of	ADP
ajam-245	3	15	this	this	DET
ajam-245	3	16	article	article	NOUN
ajam-245	3	17	.	.	PUNCT
ajam-245	4	1	full	full	ADJ
ajam-245	4	2	length	length	NOUN
ajam-245	4	3	research	research	NOUN
ajam-245	4	4	paper	paper	NOUN
ajam-245	4	5	prediction	prediction	NOUN
ajam-245	4	6	of	of	ADP
ajam-245	4	7	added	add	VERB
ajam-245	4	8	value	value	NOUN
ajam-245	4	9	of	of	ADP
ajam-245	4	10	agricultural	agricultural	ADJ
ajam-245	4	11	subsections	subsection	NOUN
ajam-245	4	12	using	use	VERB
ajam-245	4	13	artificial	artificial	ADJ
ajam-245	4	14	neural	neural	ADJ
ajam-245	4	15	networks	network	NOUN
ajam-245	4	16	:	:	PUNCT
ajam-245	4	17	boxjenkins	boxjenkin	NOUN
ajam-245	4	18	and	and	CCONJ
ajam-245	4	19	holt	holt	PROPN
ajam-245	4	20	-	-	PUNCT
ajam-245	4	21	winters	winter	NOUN
ajam-245	4	22	methods	method	NOUN
ajam-245	4	23	elham	elham	PROPN
ajam-245	4	24	kahforoushan1	kahforoushan1	PROPN
ajam-245	4	25	*	*	PROPN
ajam-245	4	26	,	,	PUNCT
ajam-245	4	27	masoumeh	masoumeh	NOUN
ajam-245	4	28	zarif1	zarif1	PROPN
ajam-245	4	29	and	and	CCONJ
ajam-245	4	30	ebrahim	ebrahim	PROPN
ajam-245	4	31	badali	badali	VERB
ajam-245	4	32	mashahir2	mashahir2	PROPN
ajam-245	5	1	1	1	NUM
ajam-245	5	2	department	department	NOUN
ajam-245	5	3	of	of	ADP
ajam-245	5	4	agricultural	agricultural	ADJ
ajam-245	5	5	economics	economic	NOUN
ajam-245	5	6	,	,	PUNCT
ajam-245	5	7	faculty	faculty	NOUN
ajam-245	5	8	of	of	ADP
ajam-245	5	9	agricultural	agricultural	ADJ
ajam-245	5	10	engineering	engineering	NOUN
ajam-245	5	11	,	,	PUNCT
ajam-245	5	12	university	university	NOUN
ajam-245	5	13	of	of	ADP
ajam-245	5	14	zabol	zabol	NOUN
ajam-245	5	15	,	,	PUNCT
ajam-245	5	16	zabol	zabol	NOUN
ajam-245	5	17	,	,	PUNCT
ajam-245	5	18	iran	iran	PROPN
ajam-245	5	19	.	.	PUNCT
ajam-245	6	1	2	2	NUM
ajam-245	6	2	tarh	tarh	VERB
ajam-245	6	3	ab	ab	PROPN
ajam-245	6	4	araz	araz	PROPN
ajam-245	6	5	consulting	consult	VERB
ajam-245	6	6	engineers	engineer	NOUN
ajam-245	6	7	company	company	NOUN
ajam-245	6	8	,	,	PUNCT
ajam-245	6	9	iran	iran	PROPN
ajam-245	6	10	.	.	PUNCT
ajam-245	6	11	accepted	accept	VERB
ajam-245	6	12	11	11	NUM
ajam-245	6	13	january	january	PROPN
ajam-245	6	14	,	,	PUNCT
ajam-245	6	15	2020	2020	NUM
ajam-245	6	16	added	add	VERB
ajam-245	6	17	value	value	NOUN
ajam-245	6	18	of	of	ADP
ajam-245	6	19	agricultural	agricultural	ADJ
ajam-245	6	20	sub	sub	NOUN
ajam-245	6	21	sectors	sector	NOUN
ajam-245	6	22	is	be	AUX
ajam-245	6	23	affected	affect	VERB
ajam-245	6	24	by	by	ADP
ajam-245	6	25	many	many	ADJ
ajam-245	6	26	factors	factor	NOUN
ajam-245	6	27	such	such	ADJ
ajam-245	6	28	as	as	ADP
ajam-245	6	29	quantity	quantity	NOUN
ajam-245	6	30	production	production	NOUN
ajam-245	6	31	per	per	ADP
ajam-245	6	32	agricultural	agricultural	ADJ
ajam-245	6	33	sub	sub	NOUN
ajam-245	6	34	sectors	sector	NOUN
ajam-245	6	35	and	and	CCONJ
ajam-245	6	36	selling	sell	VERB
ajam-245	6	37	price	price	NOUN
ajam-245	6	38	of	of	ADP
ajam-245	6	39	producers	producer	NOUN
ajam-245	6	40	and	and	CCONJ
ajam-245	6	41	is	be	AUX
ajam-245	6	42	related	relate	VERB
ajam-245	6	43	to	to	ADP
ajam-245	6	44	some	some	DET
ajam-245	6	45	factors	factor	NOUN
ajam-245	6	46	such	such	ADJ
ajam-245	6	47	as	as	ADP
ajam-245	6	48	government	government	NOUN
ajam-245	6	49	investment	investment	NOUN
ajam-245	6	50	and	and	CCONJ
ajam-245	6	51	monetary	monetary	ADJ
ajam-245	6	52	and	and	CCONJ
ajam-245	6	53	financial	financial	ADJ
ajam-245	6	54	policies	policy	NOUN
ajam-245	6	55	.	.	PUNCT
ajam-245	7	1	this	this	DET
ajam-245	7	2	study	study	NOUN
ajam-245	7	3	examines	examine	VERB
ajam-245	7	4	the	the	DET
ajam-245	7	5	performance	performance	NOUN
ajam-245	7	6	of	of	ADP
ajam-245	7	7	artificial	artificial	ADJ
ajam-245	7	8	neural	neural	ADJ
ajam-245	7	9	network	network	NOUN
ajam-245	7	10	,	,	PUNCT
ajam-245	7	11	box	box	NOUN
ajam-245	7	12	-	-	PUNCT
ajam-245	7	13	jenkins	jenkins	PROPN
ajam-245	7	14	and	and	CCONJ
ajam-245	7	15	holt	holt	PROPN
ajam-245	7	16	-	-	PUNCT
ajam-245	7	17	winters	winters	PROPN
ajam-245	7	18	-	-	PUNCT
ajam-245	7	19	no	no	PRON
ajam-245	7	20	-	-	PUNCT
ajam-245	7	21	seasonal	seasonal	ADJ
ajam-245	7	22	models	model	NOUN
ajam-245	7	23	in	in	ADP
ajam-245	7	24	forecasting	forecast	VERB
ajam-245	7	25	added	add	VERB
ajam-245	7	26	value	value	NOUN
ajam-245	7	27	of	of	ADP
ajam-245	7	28	agricultural	agricultural	ADJ
ajam-245	7	29	sub	sub	NOUN
ajam-245	7	30	sectors	sector	NOUN
ajam-245	7	31	in	in	ADP
ajam-245	7	32	iran	iran	PROPN
ajam-245	7	33	.	.	PUNCT
ajam-245	8	1	it	it	PRON
ajam-245	8	2	compares	compare	VERB
ajam-245	8	3	error	error	NOUN
ajam-245	8	4	criterions	criterion	NOUN
ajam-245	8	5	for	for	ADP
ajam-245	8	6	determining	determine	VERB
ajam-245	8	7	the	the	DET
ajam-245	8	8	best	good	ADJ
ajam-245	8	9	model	model	NOUN
ajam-245	8	10	.	.	PUNCT
ajam-245	9	1	results	result	NOUN
ajam-245	9	2	showed	show	VERB
ajam-245	9	3	that	that	SCONJ
ajam-245	9	4	box	box	NOUN
ajam-245	9	5	-	-	PUNCT
ajam-245	9	6	jenkins	jenkin	NOUN
ajam-245	9	7	and	and	CCONJ
ajam-245	9	8	artificial	artificial	ADJ
ajam-245	9	9	neural	neural	ADJ
ajam-245	9	10	network	network	NOUN
ajam-245	9	11	are	be	AUX
ajam-245	9	12	appropriate	appropriate	ADJ
ajam-245	9	13	and	and	CCONJ
ajam-245	9	14	artificial	artificial	ADJ
ajam-245	9	15	neural	neural	ADJ
ajam-245	9	16	network	network	NOUN
ajam-245	9	17	indicated	indicate	VERB
ajam-245	9	18	good	good	ADJ
ajam-245	9	19	result	result	NOUN
ajam-245	9	20	relatively	relatively	ADV
ajam-245	9	21	in	in	ADP
ajam-245	9	22	learn	learn	NOUN
ajam-245	9	23	stage	stage	NOUN
ajam-245	9	24	,	,	PUNCT
ajam-245	9	25	but	but	CCONJ
ajam-245	9	26	box	box	NOUN
ajam-245	9	27	-	-	PUNCT
ajam-245	9	28	jenkins	jenkins	PROPN
ajam-245	9	29	model	model	NOUN
ajam-245	9	30	gave	give	VERB
ajam-245	9	31	better	well	ADJ
ajam-245	9	32	results	result	NOUN
ajam-245	9	33	in	in	ADP
ajam-245	9	34	forecasting	forecasting	NOUN
ajam-245	9	35	of	of	ADP
ajam-245	9	36	unseen	unseen	ADJ
ajam-245	9	37	data	datum	NOUN
ajam-245	9	38	.	.	PUNCT
ajam-245	10	1	holt	holt	PROPN
ajam-245	10	2	-	-	PUNCT
ajam-245	10	3	winters	winter	NOUN
ajam-245	10	4	model	model	NOUN
ajam-245	10	5	had	have	VERB
ajam-245	10	6	the	the	DET
ajam-245	10	7	lowest	low	ADJ
ajam-245	10	8	mean	mean	ADJ
ajam-245	10	9	absolute	absolute	ADJ
ajam-245	10	10	percent	percent	NOUN
ajam-245	10	11	error	error	NOUN
ajam-245	10	12	in	in	ADP
ajam-245	10	13	both	both	PRON
ajam-245	10	14	of	of	ADP
ajam-245	10	15	model	model	NOUN
ajam-245	10	16	fitting	fitting	ADJ
ajam-245	10	17	and	and	CCONJ
ajam-245	10	18	model	model	NOUN
ajam-245	10	19	validation	validation	NOUN
ajam-245	10	20	stages	stage	NOUN
ajam-245	10	21	.	.	PUNCT
ajam-245	11	1	key	key	ADJ
ajam-245	11	2	words	word	NOUN
ajam-245	11	3	:	:	PUNCT
ajam-245	11	4	artificial	artificial	ADJ
ajam-245	11	5	neural	neural	ADJ
ajam-245	11	6	network	network	NOUN
ajam-245	11	7	,	,	PUNCT
ajam-245	11	8	box	box	NOUN
ajam-245	11	9	-	-	PUNCT
ajam-245	11	10	jenkins	jenkins	PROPN
ajam-245	11	11	,	,	PUNCT
ajam-245	11	12	holt	holt	PROPN
ajam-245	11	13	-	-	PUNCT
ajam-245	11	14	winters	winter	NOUN
ajam-245	11	15	,	,	PUNCT
ajam-245	11	16	added	add	VERB
ajam-245	11	17	value	value	NOUN
ajam-245	11	18	of	of	ADP
ajam-245	11	19	agricultural	agricultural	ADJ
ajam-245	11	20	sub	sub	NOUN
ajam-245	11	21	sectors	sector	NOUN
ajam-245	11	22	.	.	PUNCT
ajam-245	12	1	introduction	introduction	NOUN
ajam-245	12	2	agricultural	agricultural	ADJ
ajam-245	12	3	sector	sector	NOUN
ajam-245	12	4	is	be	AUX
ajam-245	12	5	regarded	regard	VERB
ajam-245	12	6	as	as	ADP
ajam-245	12	7	one	one	NUM
ajam-245	12	8	of	of	ADP
ajam-245	12	9	the	the	DET
ajam-245	12	10	most	most	ADV
ajam-245	12	11	important	important	ADJ
ajam-245	12	12	economical	economical	ADJ
ajam-245	12	13	parts	part	NOUN
ajam-245	12	14	of	of	ADP
ajam-245	12	15	iran	iran	PROPN
ajam-245	12	16	.	.	PUNCT
ajam-245	13	1	it	it	PRON
ajam-245	13	2	holds	hold	VERB
ajam-245	13	3	a	a	DET
ajam-245	13	4	special	special	ADJ
ajam-245	13	5	position	position	NOUN
ajam-245	13	6	considering	consider	VERB
ajam-245	13	7	production	production	NOUN
ajam-245	13	8	,	,	PUNCT
ajam-245	13	9	employment	employment	NOUN
ajam-245	13	10	,	,	PUNCT
ajam-245	13	11	food	food	NOUN
ajam-245	13	12	security	security	NOUN
ajam-245	13	13	,	,	PUNCT
ajam-245	13	14	foreign	foreign	ADJ
ajam-245	13	15	exchanges	exchange	NOUN
ajam-245	13	16	and	and	CCONJ
ajam-245	13	17	relative	relative	ADJ
ajam-245	13	18	advantages	advantage	NOUN
ajam-245	13	19	and	and	CCONJ
ajam-245	13	20	plays	play	VERB
ajam-245	13	21	a	a	DET
ajam-245	13	22	key	key	ADJ
ajam-245	13	23	role	role	NOUN
ajam-245	13	24	in	in	ADP
ajam-245	13	25	economical	economical	ADJ
ajam-245	13	26	development	development	NOUN
ajam-245	13	27	process	process	NOUN
ajam-245	13	28	.	.	PUNCT
ajam-245	14	1	added	add	VERB
ajam-245	14	2	value	value	NOUN
ajam-245	14	3	of	of	ADP
ajam-245	14	4	agricultural	agricultural	ADJ
ajam-245	14	5	section	section	NOUN
ajam-245	14	6	includes	include	VERB
ajam-245	14	7	added	add	VERB
ajam-245	14	8	value	value	NOUN
ajam-245	14	9	of	of	ADP
ajam-245	14	10	each	each	PRON
ajam-245	14	11	of	of	ADP
ajam-245	14	12	agronomy	agronomy	NOUN
ajam-245	14	13	,	,	PUNCT
ajam-245	14	14	animal	animal	NOUN
ajam-245	14	15	husbandry	husbandry	NOUN
ajam-245	14	16	,	,	PUNCT
ajam-245	14	17	fishery	fishery	NOUN
ajam-245	14	18	and	and	CCONJ
ajam-245	14	19	forestry	forestry	NOUN
ajam-245	14	20	subsections	subsection	NOUN
ajam-245	14	21	.	.	PUNCT
ajam-245	15	1	the	the	DET
ajam-245	15	2	percentage	percentage	NOUN
ajam-245	15	3	portion	portion	NOUN
ajam-245	15	4	of	of	ADP
ajam-245	15	5	added	add	VERB
ajam-245	15	6	value	value	NOUN
ajam-245	15	7	of	of	ADP
ajam-245	15	8	agricultural	agricultural	ADJ
ajam-245	15	9	section	section	NOUN
ajam-245	15	10	is	be	AUX
ajam-245	15	11	about	about	ADV
ajam-245	15	12	13	13	NUM
ajam-245	15	13	%	%	NOUN
ajam-245	15	14	in	in	ADP
ajam-245	15	15	combination	combination	NOUN
ajam-245	15	16	of	of	ADP
ajam-245	15	17	national	national	ADJ
ajam-245	15	18	economy	economy	NOUN
ajam-245	15	19	(	(	PUNCT
ajam-245	15	20	database	database	NOUN
ajam-245	15	21	of	of	ADP
ajam-245	15	22	central	central	ADJ
ajam-245	15	23	bank	bank	PROPN
ajam-245	15	24	of	of	ADP
ajam-245	15	25	iran	iran	PROPN
ajam-245	15	26	)	)	PUNCT
ajam-245	15	27	.	.	PUNCT
ajam-245	16	1	determining	determine	VERB
ajam-245	16	2	added	add	VERB
ajam-245	16	3	value	value	NOUN
ajam-245	16	4	in	in	ADP
ajam-245	16	5	agricultural	agricultural	ADJ
ajam-245	16	6	section	section	NOUN
ajam-245	16	7	is	be	AUX
ajam-245	16	8	considered	consider	VERB
ajam-245	16	9	as	as	ADP
ajam-245	16	10	one	one	NUM
ajam-245	16	11	of	of	ADP
ajam-245	16	12	the	the	DET
ajam-245	16	13	necessities	necessity	NOUN
ajam-245	16	14	of	of	ADP
ajam-245	16	15	econo	econo	PROPN
ajam-245	16	16	-	-	PUNCT
ajam-245	16	17	mical	mical	ADJ
ajam-245	16	18	calculations	calculation	NOUN
ajam-245	16	19	which	which	PRON
ajam-245	16	20	is	be	AUX
ajam-245	16	21	required	require	VERB
ajam-245	16	22	for	for	ADP
ajam-245	16	23	different	different	ADJ
ajam-245	16	24	decision	decision	NOUN
ajam-245	16	25	makings	making	NOUN
ajam-245	16	26	and	and	CCONJ
ajam-245	16	27	specifying	specify	VERB
ajam-245	16	28	important	important	ADJ
ajam-245	16	29	policies	policy	NOUN
ajam-245	16	30	in	in	ADP
ajam-245	16	31	investment	investment	NOUN
ajam-245	16	32	,	,	PUNCT
ajam-245	16	33	employment	employment	NOUN
ajam-245	16	34	,	,	PUNCT
ajam-245	16	35	income	income	NOUN
ajam-245	16	36	and	and	CCONJ
ajam-245	16	37	principally	principally	ADV
ajam-245	16	38	development	development	NOUN
ajam-245	16	39	planning	planning	NOUN
ajam-245	16	40	and	and	CCONJ
ajam-245	16	41	the	the	DET
ajam-245	16	42	likes	like	NOUN
ajam-245	16	43	and	and	CCONJ
ajam-245	16	44	also	also	ADV
ajam-245	16	45	in	in	ADP
ajam-245	16	46	the	the	DET
ajam-245	16	47	evaluation	evaluation	NOUN
ajam-245	16	48	of	of	ADP
ajam-245	16	49	fiveyear	fiveyear	NOUN
ajam-245	16	50	program	program	NOUN
ajam-245	16	51	for	for	ADP
ajam-245	16	52	agricultural	agricultural	ADJ
ajam-245	16	53	development	development	NOUN
ajam-245	16	54	.	.	PUNCT
ajam-245	17	1	so	so	ADV
ajam-245	17	2	it	it	PRON
ajam-245	17	3	is	be	AUX
ajam-245	17	4	calculated	calculate	VERB
ajam-245	17	5	to	to	PART
ajam-245	17	6	satisfy	satisfy	VERB
ajam-245	17	7	above	above	ADP
ajam-245	17	8	mentioned	mention	VERB
ajam-245	17	9	requirements	requirement	NOUN
ajam-245	17	10	through	through	ADP
ajam-245	17	11	study	study	NOUN
ajam-245	17	12	of	of	ADP
ajam-245	17	13	amount	amount	NOUN
ajam-245	17	14	of	of	ADP
ajam-245	17	15	production	production	NOUN
ajam-245	17	16	of	of	ADP
ajam-245	17	17	agricultural	agricultural	ADJ
ajam-245	17	18	*	*	PUNCT
ajam-245	17	19	corresponding	correspond	VERB
ajam-245	17	20	author	author	NOUN
ajam-245	17	21	.	.	PUNCT
ajam-245	18	1	e	e	X
ajam-245	18	2	-	-	NOUN
ajam-245	18	3	mail	mail	NOUN
ajam-245	18	4	:	:	PUNCT
ajam-245	19	1	e_kahforoushan@yahoo.com	e_kahforoushan@yahoo.com	NOUN
ajam-245	19	2	.	.	PUNCT
ajam-245	19	3	fax	fax	NOUN
ajam-245	19	4	:	:	PUNCT
ajam-245	19	5	+984115248613	+984115248613	ADJ
ajam-245	19	6	.	.	PUNCT
ajam-245	20	1	subsections	subsection	NOUN
ajam-245	20	2	,	,	PUNCT
ajam-245	20	3	sale	sale	NOUN
ajam-245	20	4	prices	price	NOUN
ajam-245	20	5	of	of	ADP
ajam-245	20	6	producers	producer	NOUN
ajam-245	20	7	of	of	ADP
ajam-245	20	8	agricultural	agricultural	ADJ
ajam-245	20	9	section	section	NOUN
ajam-245	20	10	,	,	PUNCT
ajam-245	20	11	gross	gross	ADJ
ajam-245	20	12	value	value	NOUN
ajam-245	20	13	of	of	ADP
ajam-245	20	14	products	product	NOUN
ajam-245	20	15	of	of	ADP
ajam-245	20	16	each	each	PRON
ajam-245	20	17	of	of	ADP
ajam-245	20	18	agricultural	agricultural	ADJ
ajam-245	20	19	subsections	subsection	NOUN
ajam-245	20	20	,	,	PUNCT
ajam-245	20	21	middleman	middleman	NOUN
ajam-245	20	22	costs	cost	NOUN
ajam-245	20	23	of	of	ADP
ajam-245	20	24	each	each	PRON
ajam-245	20	25	of	of	ADP
ajam-245	20	26	subsections	subsection	NOUN
ajam-245	20	27	,	,	PUNCT
ajam-245	20	28	added	add	VERB
ajam-245	20	29	value	value	NOUN
ajam-245	20	30	of	of	ADP
ajam-245	20	31	each	each	PRON
ajam-245	20	32	of	of	ADP
ajam-245	20	33	subsections	subsection	NOUN
ajam-245	20	34	and	and	CCONJ
ajam-245	20	35	finally	finally	ADV
ajam-245	20	36	added	add	VERB
ajam-245	20	37	value	value	NOUN
ajam-245	20	38	of	of	ADP
ajam-245	20	39	all	all	PRON
ajam-245	20	40	of	of	ADP
ajam-245	20	41	agricultural	agricultural	ADJ
ajam-245	20	42	section	section	NOUN
ajam-245	20	43	at	at	ADP
ajam-245	20	44	constant	constant	ADJ
ajam-245	20	45	and	and	CCONJ
ajam-245	20	46	current	current	ADJ
ajam-245	20	47	costs	cost	NOUN
ajam-245	20	48	.	.	PUNCT
ajam-245	21	1	several	several	ADJ
ajam-245	21	2	studies	study	NOUN
ajam-245	21	3	refer	refer	VERB
ajam-245	21	4	to	to	ADP
ajam-245	21	5	relations	relation	NOUN
ajam-245	21	6	between	between	ADP
ajam-245	21	7	state	state	NOUN
ajam-245	21	8	investment	investment	NOUN
ajam-245	21	9	and	and	CCONJ
ajam-245	21	10	added	add	VERB
ajam-245	21	11	value	value	NOUN
ajam-245	21	12	and	and	CCONJ
ajam-245	21	13	also	also	ADV
ajam-245	21	14	long	long	ADJ
ajam-245	21	15	-	-	PUNCT
ajam-245	21	16	term	term	NOUN
ajam-245	21	17	relations	relation	NOUN
ajam-245	21	18	between	between	ADP
ajam-245	21	19	fiscal	fiscal	ADJ
ajam-245	21	20	and	and	CCONJ
ajam-245	21	21	monetary	monetary	ADJ
ajam-245	21	22	policies	policy	NOUN
ajam-245	21	23	and	and	CCONJ
ajam-245	21	24	added	add	VERB
ajam-245	21	25	value	value	NOUN
ajam-245	21	26	of	of	ADP
ajam-245	21	27	agricultural	agricultural	ADJ
ajam-245	21	28	section	section	NOUN
ajam-245	21	29	.	.	PUNCT
ajam-245	22	1	having	have	VERB
ajam-245	22	2	exact	exact	ADJ
ajam-245	22	3	information	information	NOUN
ajam-245	22	4	from	from	ADP
ajam-245	22	5	future	future	ADJ
ajam-245	22	6	events	event	NOUN
ajam-245	22	7	is	be	AUX
ajam-245	22	8	necessary	necessary	ADJ
ajam-245	22	9	for	for	ADP
ajam-245	22	10	appropriate	appropriate	ADJ
ajam-245	22	11	short	short	ADJ
ajam-245	22	12	and	and	CCONJ
ajam-245	22	13	long	long	ADJ
ajam-245	22	14	-	-	PUNCT
ajam-245	22	15	term	term	NOUN
ajam-245	22	16	planning	planning	NOUN
ajam-245	22	17	on	on	ADP
ajam-245	22	18	added	add	VERB
ajam-245	22	19	value	value	NOUN
ajam-245	22	20	since	since	SCONJ
ajam-245	22	21	choosing	choose	VERB
ajam-245	22	22	appropriate	appropriate	ADJ
ajam-245	22	23	policies	policy	NOUN
ajam-245	22	24	is	be	AUX
ajam-245	22	25	required	require	VERB
ajam-245	22	26	for	for	ADP
ajam-245	22	27	formation	formation	NOUN
ajam-245	22	28	of	of	ADP
ajam-245	22	29	agricultural	agricultural	ADJ
ajam-245	22	30	section	section	NOUN
ajam-245	22	31	as	as	ADP
ajam-245	22	32	an	an	DET
ajam-245	22	33	effective	effective	ADJ
ajam-245	22	34	section	section	NOUN
ajam-245	22	35	in	in	ADP
ajam-245	22	36	economical	economical	ADJ
ajam-245	22	37	development	development	NOUN
ajam-245	22	38	.	.	PUNCT
ajam-245	23	1	nowadays	nowadays	ADV
ajam-245	23	2	,	,	PUNCT
ajam-245	23	3	prediction	prediction	NOUN
ajam-245	23	4	of	of	ADP
ajam-245	23	5	future	future	ADJ
ajam-245	23	6	events	event	NOUN
ajam-245	23	7	has	have	AUX
ajam-245	23	8	attracted	attract	VERB
ajam-245	23	9	attention	attention	NOUN
ajam-245	23	10	of	of	ADP
ajam-245	23	11	researchers	researcher	NOUN
ajam-245	23	12	in	in	ADP
ajam-245	23	13	different	different	ADJ
ajam-245	23	14	aspects	aspect	NOUN
ajam-245	23	15	and	and	CCONJ
ajam-245	23	16	a	a	DET
ajam-245	23	17	variety	variety	NOUN
ajam-245	23	18	of	of	ADP
ajam-245	23	19	methods	method	NOUN
ajam-245	23	20	has	have	AUX
ajam-245	23	21	been	be	AUX
ajam-245	23	22	innovated	innovate	VERB
ajam-245	23	23	,	,	PUNCT
ajam-245	23	24	among	among	ADP
ajam-245	23	25	them	they	PRON
ajam-245	23	26	,	,	PUNCT
ajam-245	23	27	we	we	PRON
ajam-245	23	28	can	can	AUX
ajam-245	23	29	refer	refer	VERB
ajam-245	23	30	to	to	ADP
ajam-245	23	31	nonregression	nonregression	NOUN
ajam-245	23	32	methods	method	NOUN
ajam-245	23	33	such	such	ADJ
ajam-245	23	34	as	as	ADP
ajam-245	23	35	simple	simple	ADJ
ajam-245	23	36	average	average	NOUN
ajam-245	23	37	,	,	PUNCT
ajam-245	23	38	moving	move	VERB
ajam-245	23	39	average	average	ADJ
ajam-245	23	40	,	,	PUNCT
ajam-245	23	41	exponential	exponential	ADJ
ajam-245	23	42	adjustment	adjustment	NOUN
ajam-245	23	43	and	and	CCONJ
ajam-245	23	44	regression	regression	NOUN
ajam-245	23	45	methods	method	NOUN
ajam-245	23	46	including	include	VERB
ajam-245	23	47	garch	garch	NOUN
ajam-245	23	48	,	,	PUNCT
ajam-245	23	49	arch	arch	NOUN
ajam-245	23	50	,	,	PUNCT
ajam-245	23	51	arima	arima	NOUN
ajam-245	23	52	and	and	CCONJ
ajam-245	23	53	artificial	artificial	ADJ
ajam-245	23	54	neural	neural	ADJ
ajam-245	23	55	network	network	NOUN
ajam-245	23	56	methods	method	NOUN
ajam-245	23	57	(	(	PUNCT
ajam-245	23	58	najafi	najafi	NOUN
ajam-245	23	59	and	and	CCONJ
ajam-245	23	60	tarazkar	tarazkar	PROPN
ajam-245	23	61	,	,	PUNCT
ajam-245	23	62	2006	2006	NUM
ajam-245	23	63	)	)	PUNCT
ajam-245	23	64	.	.	PUNCT
ajam-245	24	1	added	add	VERB
ajam-245	24	2	value	value	NOUN
ajam-245	24	3	of	of	ADP
ajam-245	24	4	agricultural	agricultural	ADJ
ajam-245	24	5	subsections	subsection	NOUN
ajam-245	24	6	has	have	AUX
ajam-245	24	7	been	be	AUX
ajam-245	24	8	forecasted	forecast	VERB
ajam-245	24	9	through	through	ADP
ajam-245	24	10	using	use	VERB
ajam-245	24	11	three	three	NUM
ajam-245	24	12	holt	holt	NOUN
ajam-245	24	13	-	-	PUNCT
ajam-245	24	14	winters	winter	NOUN
ajam-245	24	15	,	,	PUNCT
ajam-245	24	16	arima	arima	NOUN
ajam-245	24	17	and	and	CCONJ
ajam-245	24	18	artificial	artificial	ADJ
ajam-245	24	19	neural	neural	ADJ
ajam-245	24	20	network	network	NOUN
ajam-245	24	21	methods	method	NOUN
ajam-245	24	22	at	at	ADP
ajam-245	24	23	this	this	DET
ajam-245	24	24	study	study	NOUN
ajam-245	24	25	,	,	PUNCT
ajam-245	24	26	aim	aim	NOUN
ajam-245	24	27	of	of	ADP
ajam-245	24	28	which	which	PRON
ajam-245	24	29	is	be	AUX
ajam-245	24	30	file:///c:\users\user\documents\republication\agricultural%20sciences\appdata\local\temp\www.internationalscholarsjournals.org	file:///c:\users\user\documents\republication\agricultural%20sciences\appdata\local\temp\www.internationalscholarsjournals.org	ADJ
ajam-245	24	31	which	which	PRON
ajam-245	24	32	is	be	AUX
ajam-245	24	33	comparing	compare	VERB
ajam-245	24	34	accuracy	accuracy	NOUN
ajam-245	24	35	of	of	ADP
ajam-245	24	36	these	these	DET
ajam-245	24	37	methods	method	NOUN
ajam-245	24	38	with	with	ADP
ajam-245	24	39	error	error	NOUN
ajam-245	24	40	criteria	criterion	NOUN
ajam-245	24	41	.	.	PUNCT
ajam-245	25	1	background	background	NOUN
ajam-245	25	2	several	several	ADJ
ajam-245	25	3	studies	study	NOUN
ajam-245	25	4	have	have	AUX
ajam-245	25	5	been	be	AUX
ajam-245	25	6	done	do	VERB
ajam-245	25	7	on	on	ADP
ajam-245	25	8	different	different	ADJ
ajam-245	25	9	economic	economic	ADJ
ajam-245	25	10	variables	variable	NOUN
ajam-245	25	11	alongside	alongside	ADP
ajam-245	25	12	many	many	ADJ
ajam-245	25	13	predictions	prediction	NOUN
ajam-245	25	14	,	,	PUNCT
ajam-245	25	15	and	and	CCONJ
ajam-245	25	16	different	different	ADJ
ajam-245	25	17	methods	method	NOUN
ajam-245	25	18	have	have	AUX
ajam-245	25	19	been	be	AUX
ajam-245	25	20	used	use	VERB
ajam-245	25	21	in	in	ADP
ajam-245	25	22	each	each	PRON
ajam-245	25	23	of	of	ADP
ajam-245	25	24	them	they	PRON
ajam-245	25	25	with	with	ADP
ajam-245	25	26	different	different	ADJ
ajam-245	25	27	outcomes	outcome	NOUN
ajam-245	25	28	resulting	result	VERB
ajam-245	25	29	.	.	PUNCT
ajam-245	26	1	we	we	PRON
ajam-245	26	2	refer	refer	VERB
ajam-245	26	3	to	to	ADP
ajam-245	26	4	some	some	DET
ajam-245	26	5	samples	sample	NOUN
ajam-245	26	6	in	in	ADP
ajam-245	26	7	order	order	NOUN
ajam-245	26	8	to	to	PART
ajam-245	26	9	compare	compare	VERB
ajam-245	26	10	and	and	CCONJ
ajam-245	26	11	have	have	VERB
ajam-245	26	12	a	a	DET
ajam-245	26	13	more	more	ADV
ajam-245	26	14	complete	complete	ADJ
ajam-245	26	15	understanding	understanding	NOUN
ajam-245	26	16	of	of	ADP
ajam-245	26	17	the	the	DET
ajam-245	26	18	subject	subject	NOUN
ajam-245	26	19	.	.	PUNCT
ajam-245	27	1	henry	henry	PROPN
ajam-245	27	2	et	et	PROPN
ajam-245	27	3	al	al	PROPN
ajam-245	27	4	.	.	PROPN
ajam-245	27	5	(	(	PUNCT
ajam-245	27	6	2007	2007	NUM
ajam-245	27	7	)	)	PUNCT
ajam-245	27	8	compared	compare	VERB
ajam-245	27	9	efficiency	efficiency	NOUN
ajam-245	27	10	of	of	ADP
ajam-245	27	11	artificial	artificial	ADJ
ajam-245	27	12	neural	neural	ADJ
ajam-245	27	13	network	network	NOUN
ajam-245	27	14	with	with	ADP
ajam-245	27	15	seasonal	seasonal	PROPN
ajam-245	27	16	holt	holt	PROPN
ajam-245	27	17	-	-	PUNCT
ajam-245	27	18	winters	winter	NOUN
ajam-245	27	19	and	and	CCONJ
ajam-245	27	20	arima	arima	NOUN
ajam-245	27	21	models	model	NOUN
ajam-245	27	22	for	for	ADP
ajam-245	27	23	prediction	prediction	NOUN
ajam-245	27	24	of	of	ADP
ajam-245	27	25	rice	rice	NOUN
ajam-245	27	26	exporting	exporting	NOUN
ajam-245	27	27	of	of	ADP
ajam-245	27	28	thailand	thailand	PROPN
ajam-245	27	29	and	and	CCONJ
ajam-245	27	30	concluded	conclude	VERB
ajam-245	27	31	that	that	SCONJ
ajam-245	27	32	holt	holt	PROPN
ajam-245	27	33	-	-	PUNCT
ajam-245	27	34	winters	winter	NOUN
ajam-245	27	35	model	model	NOUN
ajam-245	27	36	is	be	AUX
ajam-245	27	37	an	an	DET
ajam-245	27	38	appropriate	appropriate	ADJ
ajam-245	27	39	and	and	CCONJ
ajam-245	27	40	satisfactory	satisfactory	ADJ
ajam-245	27	41	one	one	NUM
ajam-245	27	42	in	in	ADP
ajam-245	27	43	prediction	prediction	NOUN
ajam-245	27	44	of	of	ADP
ajam-245	27	45	rice	rice	NOUN
ajam-245	27	46	monthly	monthly	ADJ
ajam-245	27	47	export	export	NOUN
ajam-245	27	48	at	at	ADP
ajam-245	27	49	modeling	modeling	NOUN
ajam-245	27	50	stage	stage	NOUN
ajam-245	27	51	.	.	PUNCT
ajam-245	28	1	but	but	CCONJ
ajam-245	28	2	they	they	PRON
ajam-245	28	3	weakly	weakly	ADV
ajam-245	28	4	performed	perform	VERB
ajam-245	28	5	in	in	ADP
ajam-245	28	6	prediction	prediction	NOUN
ajam-245	28	7	of	of	ADP
ajam-245	28	8	future	future	ADJ
ajam-245	28	9	unspecified	unspecified	ADJ
ajam-245	28	10	amounts	amount	NOUN
ajam-245	28	11	.	.	PUNCT
ajam-245	29	1	in	in	ADP
ajam-245	29	2	contrast	contrast	NOUN
ajam-245	29	3	,	,	PUNCT
ajam-245	29	4	ann	ann	PROPN
ajam-245	29	5	demonstrated	demonstrate	VERB
ajam-245	29	6	the	the	DET
ajam-245	29	7	seasonal	seasonal	ADJ
ajam-245	29	8	and	and	CCONJ
ajam-245	29	9	nonlinear	nonlinear	ADJ
ajam-245	29	10	effects	effect	NOUN
ajam-245	29	11	relatively	relatively	ADV
ajam-245	29	12	well	well	ADV
ajam-245	29	13	.	.	PUNCT
ajam-245	30	1	deetae	deetae	PROPN
ajam-245	30	2	(	(	PUNCT
ajam-245	30	3	1991	1991	NUM
ajam-245	30	4	)	)	PUNCT
ajam-245	30	5	applied	apply	VERB
ajam-245	30	6	analysis	analysis	NOUN
ajam-245	30	7	and	and	CCONJ
ajam-245	30	8	box	box	NOUN
ajam-245	30	9	-	-	PUNCT
ajam-245	30	10	jenkins	jenkin	NOUN
ajam-245	30	11	methods	method	NOUN
ajam-245	30	12	for	for	ADP
ajam-245	30	13	evaluation	evaluation	NOUN
ajam-245	30	14	of	of	ADP
ajam-245	30	15	rice	rice	NOUN
ajam-245	30	16	price	price	NOUN
ajam-245	30	17	in	in	ADP
ajam-245	30	18	the	the	DET
ajam-245	30	19	farm	farm	NOUN
ajam-245	30	20	and	and	CCONJ
ajam-245	30	21	the	the	DET
ajam-245	30	22	efficiency	efficiency	NOUN
ajam-245	30	23	of	of	ADP
ajam-245	30	24	box	box	NOUN
ajam-245	30	25	-	-	PUNCT
ajam-245	30	26	jenkins	jenkin	NOUN
ajam-245	30	27	model	model	NOUN
ajam-245	30	28	became	become	VERB
ajam-245	30	29	obvious	obvious	ADJ
ajam-245	30	30	.	.	PUNCT
ajam-245	31	1	kerdsomboon	kerdsomboon	NOUN
ajam-245	31	2	(	(	PUNCT
ajam-245	31	3	1999	1999	NUM
ajam-245	31	4	)	)	PUNCT
ajam-245	31	5	used	use	VERB
ajam-245	31	6	preliminary	preliminary	ADJ
ajam-245	31	7	statistic	statistic	NOUN
ajam-245	31	8	prediction	prediction	NOUN
ajam-245	31	9	models	model	NOUN
ajam-245	31	10	in	in	ADP
ajam-245	31	11	order	order	NOUN
ajam-245	31	12	to	to	PART
ajam-245	31	13	study	study	VERB
ajam-245	31	14	rice	rice	NOUN
ajam-245	31	15	production	production	NOUN
ajam-245	31	16	and	and	CCONJ
ajam-245	31	17	demonstrated	demonstrate	VERB
ajam-245	31	18	the	the	DET
ajam-245	31	19	better	well	ADJ
ajam-245	31	20	performance	performance	NOUN
ajam-245	31	21	of	of	ADP
ajam-245	31	22	box	box	NOUN
ajam-245	31	23	-	-	PUNCT
ajam-245	31	24	jenkins	jenkins	PROPN
ajam-245	31	25	method	method	NOUN
ajam-245	31	26	.	.	PUNCT
ajam-245	32	1	sangpattaranate	sangpattaranate	NOUN
ajam-245	32	2	(	(	PUNCT
ajam-245	32	3	2005	2005	NUM
ajam-245	32	4	)	)	PUNCT
ajam-245	32	5	applied	apply	VERB
ajam-245	32	6	four	four	NUM
ajam-245	32	7	additive	additive	ADJ
ajam-245	32	8	holt	holt	PROPN
ajam-245	32	9	-	-	PUNCT
ajam-245	32	10	winters	winter	NOUN
ajam-245	32	11	's	's	PART
ajam-245	32	12	prediction	prediction	NOUN
ajam-245	32	13	techniques	technique	NOUN
ajam-245	32	14	,	,	PUNCT
ajam-245	32	15	boxjenkins	boxjenkin	NOUN
ajam-245	32	16	and	and	CCONJ
ajam-245	32	17	regression	regression	VERB
ajam-245	32	18	analysis	analysis	NOUN
ajam-245	32	19	for	for	ADP
ajam-245	32	20	thailand	thailand	PROPN
ajam-245	32	21	rice	rice	NOUN
ajam-245	32	22	prices	price	NOUN
ajam-245	32	23	and	and	CCONJ
ajam-245	32	24	made	make	VERB
ajam-245	32	25	it	it	PRON
ajam-245	32	26	clear	clear	ADJ
ajam-245	32	27	that	that	SCONJ
ajam-245	32	28	despite	despite	SCONJ
ajam-245	32	29	of	of	ADP
ajam-245	32	30	relatively	relatively	ADV
ajam-245	32	31	well	well	ADJ
ajam-245	32	32	performance	performance	NOUN
ajam-245	32	33	of	of	ADP
ajam-245	32	34	analysis	analysis	NOUN
ajam-245	32	35	model	model	NOUN
ajam-245	32	36	,	,	PUNCT
ajam-245	32	37	the	the	DET
ajam-245	32	38	box	box	NOUN
ajam-245	32	39	-	-	PUNCT
ajam-245	32	40	jenkins	jenkin	NOUN
ajam-245	32	41	model	model	NOUN
ajam-245	32	42	was	be	AUX
ajam-245	32	43	the	the	DET
ajam-245	32	44	best	good	ADJ
ajam-245	32	45	.	.	PUNCT
ajam-245	33	1	baki	baki	PROPN
ajam-245	33	2	billah	billah	PROPN
ajam-245	33	3	et	et	PROPN
ajam-245	33	4	al	al	PROPN
ajam-245	33	5	(	(	PUNCT
ajam-245	33	6	2006	2006	NUM
ajam-245	33	7	)	)	PUNCT
ajam-245	33	8	,	,	PUNCT
ajam-245	33	9	in	in	ADP
ajam-245	33	10	a	a	DET
ajam-245	33	11	study	study	NOUN
ajam-245	33	12	under	under	ADP
ajam-245	33	13	title	title	NOUN
ajam-245	33	14	of	of	ADP
ajam-245	33	15	choosing	choose	VERB
ajam-245	33	16	exponential	exponential	ADJ
ajam-245	33	17	smoothing	smoothing	NOUN
ajam-245	33	18	model	model	NOUN
ajam-245	33	19	for	for	ADP
ajam-245	33	20	prediction	prediction	NOUN
ajam-245	33	21	,	,	PUNCT
ajam-245	33	22	introduced	introduce	VERB
ajam-245	33	23	mape	mape	NOUN
ajam-245	33	24	criterion	criterion	NOUN
ajam-245	33	25	as	as	ADP
ajam-245	33	26	an	an	DET
ajam-245	33	27	appropriate	appropriate	ADJ
ajam-245	33	28	method	method	NOUN
ajam-245	33	29	for	for	ADP
ajam-245	33	30	model	model	NOUN
ajam-245	33	31	choosing	choose	VERB
ajam-245	33	32	at	at	ADP
ajam-245	33	33	model	model	NOUN
ajam-245	33	34	evaluation	evaluation	NOUN
ajam-245	33	35	stage	stage	NOUN
ajam-245	33	36	.	.	PUNCT
ajam-245	34	1	the	the	DET
ajam-245	34	2	method	method	NOUN
ajam-245	34	3	with	with	ADP
ajam-245	34	4	procedure	procedure	NOUN
ajam-245	34	5	is	be	AUX
ajam-245	34	6	appropriate	appropriate	ADJ
ajam-245	34	7	for	for	ADP
ajam-245	34	8	annual	annual	ADJ
ajam-245	34	9	data	datum	NOUN
ajam-245	34	10	and	and	CCONJ
ajam-245	34	11	seasonal	seasonal	ADJ
ajam-245	34	12	method	method	NOUN
ajam-245	34	13	is	be	AUX
ajam-245	34	14	appropriate	appropriate	ADJ
ajam-245	34	15	for	for	ADP
ajam-245	34	16	time	time	NOUN
ajam-245	34	17	series	series	NOUN
ajam-245	34	18	less	less	ADJ
ajam-245	34	19	than	than	ADP
ajam-245	34	20	annual	annual	ADJ
ajam-245	34	21	from	from	ADP
ajam-245	34	22	among	among	ADP
ajam-245	34	23	three	three	NUM
ajam-245	34	24	single	single	ADJ
ajam-245	34	25	exponential	exponential	ADJ
ajam-245	34	26	smoothing	smoothing	NOUN
ajam-245	34	27	,	,	PUNCT
ajam-245	34	28	with	with	ADP
ajam-245	34	29	time	time	NOUN
ajam-245	34	30	and	and	CCONJ
ajam-245	34	31	seasonal	seasonal	ADJ
ajam-245	34	32	procedure	procedure	NOUN
ajam-245	34	33	methods	method	NOUN
ajam-245	34	34	.	.	PUNCT
ajam-245	35	1	hyndman	hyndman	NOUN
ajam-245	35	2	(	(	PUNCT
ajam-245	35	3	2001	2001	NUM
ajam-245	35	4	)	)	PUNCT
ajam-245	35	5	used	use	VERB
ajam-245	35	6	single	single	ADJ
ajam-245	35	7	exponential	exponential	ADJ
ajam-245	35	8	smoothing	smoothing	NOUN
ajam-245	35	9	method	method	NOUN
ajam-245	35	10	in	in	ADP
ajam-245	35	11	his	his	PRON
ajam-245	35	12	study	study	NOUN
ajam-245	35	13	and	and	CCONJ
ajam-245	35	14	demonstrated	demonstrate	VERB
ajam-245	35	15	that	that	SCONJ
ajam-245	35	16	its	its	PRON
ajam-245	35	17	performance	performance	NOUN
ajam-245	35	18	is	be	AUX
ajam-245	35	19	better	well	ADJ
ajam-245	35	20	than	than	ADP
ajam-245	35	21	arima	arima	PROPN
ajam-245	35	22	.	.	PUNCT
ajam-245	36	1	nadjafi	nadjafi	PROPN
ajam-245	36	2	and	and	CCONJ
ajam-245	36	3	tarazkar	tarazkar	PROPN
ajam-245	36	4	(	(	PUNCT
ajam-245	36	5	2006	2006	NUM
ajam-245	36	6	)	)	PUNCT
ajam-245	36	7	applied	apply	VERB
ajam-245	36	8	artificial	artificial	ADJ
ajam-245	36	9	neural	neural	ADJ
ajam-245	36	10	network	network	NOUN
ajam-245	36	11	and	and	CCONJ
ajam-245	36	12	arima	arima	NOUN
ajam-245	36	13	procedure	procedure	NOUN
ajam-245	36	14	for	for	ADP
ajam-245	36	15	prediction	prediction	NOUN
ajam-245	36	16	of	of	ADP
ajam-245	36	17	pistachio	pistachio	NOUN
ajam-245	36	18	export	export	NOUN
ajam-245	36	19	of	of	ADP
ajam-245	36	20	iran	iran	PROPN
ajam-245	36	21	and	and	CCONJ
ajam-245	36	22	compared	compare	VERB
ajam-245	36	23	the	the	DET
ajam-245	36	24	results	result	NOUN
ajam-245	36	25	.	.	PUNCT
ajam-245	37	1	the	the	DET
ajam-245	37	2	study	study	NOUN
ajam-245	37	3	results	result	NOUN
ajam-245	37	4	demonstrated	demonstrate	VERB
ajam-245	37	5	that	that	SCONJ
ajam-245	37	6	feed	feed	NOUN
ajam-245	37	7	-	-	PUNCT
ajam-245	37	8	back	back	NOUN
ajam-245	37	9	neural	neural	ADJ
ajam-245	37	10	network	network	NOUN
ajam-245	37	11	has	have	VERB
ajam-245	37	12	better	well	ADJ
ajam-245	37	13	performance	performance	NOUN
ajam-245	37	14	comparing	compare	VERB
ajam-245	37	15	with	with	ADP
ajam-245	37	16	other	other	ADJ
ajam-245	37	17	neural	neural	ADJ
ajam-245	37	18	networks	network	NOUN
ajam-245	37	19	and	and	CCONJ
ajam-245	37	20	arima	arima	NOUN
ajam-245	37	21	procedure	procedure	NOUN
ajam-245	37	22	and	and	CCONJ
ajam-245	37	23	is	be	AUX
ajam-245	37	24	able	able	ADJ
ajam-245	37	25	to	to	PART
ajam-245	37	26	anticipate	anticipate	VERB
ajam-245	37	27	the	the	DET
ajam-245	37	28	amount	amount	NOUN
ajam-245	37	29	of	of	ADP
ajam-245	37	30	pistachio	pistachio	NOUN
ajam-245	37	31	exports	export	NOUN
ajam-245	37	32	more	more	ADV
ajam-245	37	33	exactly	exactly	ADV
ajam-245	37	34	.	.	PUNCT
ajam-245	38	1	sadrolashrafi	sadrolashrafi	PROPN
ajam-245	38	2	and	and	CCONJ
ajam-245	38	3	nassabian	nassabian	PROPN
ajam-245	38	4	(	(	PUNCT
ajam-245	38	5	2002	2002	NUM
ajam-245	38	6	)	)	PUNCT
ajam-245	38	7	in	in	ADP
ajam-245	38	8	a	a	DET
ajam-245	38	9	study	study	NOUN
ajam-245	38	10	on	on	ADP
ajam-245	38	11	effects	effect	NOUN
ajam-245	38	12	of	of	ADP
ajam-245	38	13	difference	difference	NOUN
ajam-245	38	14	of	of	ADP
ajam-245	38	15	optimized	optimize	VERB
ajam-245	38	16	and	and	CCONJ
ajam-245	38	17	complied	comply	VERB
ajam-245	38	18	added	add	VERB
ajam-245	38	19	value	value	NOUN
ajam-245	38	20	of	of	ADP
ajam-245	38	21	agricultural	agricultural	ADJ
ajam-245	38	22	subsections	subsection	NOUN
ajam-245	38	23	on	on	ADP
ajam-245	38	24	optimized	optimize	VERB
ajam-245	38	25	gdp	gdp	NOUN
ajam-245	38	26	through	through	ADP
ajam-245	38	27	using	use	VERB
ajam-245	38	28	input	input	NOUN
ajam-245	38	29	-	-	PUNCT
ajam-245	38	30	output	output	NOUN
ajam-245	38	31	table	table	NOUN
ajam-245	38	32	of	of	ADP
ajam-245	38	33	1991	1991	NUM
ajam-245	38	34	concluded	conclude	VERB
ajam-245	38	35	that	that	SCONJ
ajam-245	38	36	the	the	DET
ajam-245	38	37	government	government	NOUN
ajam-245	38	38	can	can	AUX
ajam-245	38	39	achieve	achieve	VERB
ajam-245	38	40	57	57	NUM
ajam-245	38	41	and	and	CCONJ
ajam-245	38	42	71	71	NUM
ajam-245	38	43	%	%	NOUN
ajam-245	38	44	from	from	ADP
ajam-245	38	45	the	the	DET
ajam-245	38	46	complied	comply	VERB
ajam-245	38	47	added	add	VERB
ajam-245	38	48	values	value	NOUN
ajam-245	38	49	of	of	ADP
ajam-245	38	50	animal	animal	NOUN
ajam-245	38	51	husbandry	husbandry	NOUN
ajam-245	38	52	and	and	CCONJ
ajam-245	38	53	forestry	forestry	NOUN
ajam-245	38	54	subsection	subsection	NOUN
ajam-245	38	55	and	and	CCONJ
ajam-245	38	56	also	also	ADV
ajam-245	38	57	37	37	NUM
ajam-245	38	58	and	and	CCONJ
ajam-245	38	59	45	45	NUM
ajam-245	38	60	%	%	NOUN
ajam-245	38	61	of	of	ADP
ajam-245	38	62	the	the	DET
ajam-245	38	63	complied	comply	VERB
ajam-245	38	64	added	add	VERB
ajam-245	38	65	values	value	NOUN
ajam-245	38	66	of	of	ADP
ajam-245	38	67	agronomy	agronomy	NOUN
ajam-245	38	68	and	and	CCONJ
ajam-245	38	69	fishery	fishery	NOUN
ajam-245	38	70	subsections	subsection	NOUN
ajam-245	38	71	considering	consider	VERB
ajam-245	38	72	population	population	NOUN
ajam-245	38	73	annual	annual	ADJ
ajam-245	38	74	growth	growth	NOUN
ajam-245	38	75	rate	rate	NOUN
ajam-245	38	76	and	and	CCONJ
ajam-245	38	77	domestic	domestic	ADJ
ajam-245	38	78	gross	gross	ADJ
ajam-245	38	79	production	production	NOUN
ajam-245	38	80	annual	annual	ADJ
ajam-245	38	81	growth	growth	NOUN
ajam-245	38	82	rate	rate	NOUN
ajam-245	38	83	scenario	scenario	NOUN
ajam-245	38	84	in	in	ADP
ajam-245	38	85	the	the	DET
ajam-245	38	86	third	third	ADJ
ajam-245	38	87	development	development	NOUN
ajam-245	38	88	program	program	NOUN
ajam-245	38	89	.	.	PUNCT
ajam-245	39	1	kopahi	kopahi	PROPN
ajam-245	39	2	and	and	CCONJ
ajam-245	39	3	kiani	kiani	PROPN
ajam-245	39	4	(	(	PUNCT
ajam-245	39	5	2000	2000	NUM
ajam-245	39	6	)	)	PUNCT
ajam-245	39	7	forecasted	forecast	VERB
ajam-245	39	8	the	the	DET
ajam-245	39	9	amount	amount	NOUN
ajam-245	39	10	of	of	ADP
ajam-245	39	11	required	require	VERB
ajam-245	39	12	investment	investment	NOUN
ajam-245	39	13	in	in	ADP
ajam-245	39	14	agricultural	agricultural	ADJ
ajam-245	39	15	section	section	NOUN
ajam-245	39	16	from	from	ADP
ajam-245	39	17	2000	2000	NUM
ajam-245	39	18	2004	2004	NUM
ajam-245	39	19	through	through	ADP
ajam-245	39	20	finding	find	VERB
ajam-245	39	21	a	a	DET
ajam-245	39	22	relation	relation	NOUN
ajam-245	39	23	between	between	ADP
ajam-245	39	24	state	state	NOUN
ajam-245	39	25	investment	investment	NOUN
ajam-245	39	26	and	and	CCONJ
ajam-245	39	27	added	add	VERB
ajam-245	39	28	value	value	NOUN
ajam-245	39	29	of	of	ADP
ajam-245	39	30	agricultural	agricultural	ADJ
ajam-245	39	31	section	section	NOUN
ajam-245	39	32	.	.	PUNCT
ajam-245	40	1	an	an	DET
ajam-245	40	2	investment	investment	NOUN
ajam-245	40	3	function	function	NOUN
ajam-245	40	4	with	with	ADP
ajam-245	40	5	a	a	DET
ajam-245	40	6	time	time	NOUN
ajam-245	40	7	interval	interval	NOUN
ajam-245	40	8	has	have	AUX
ajam-245	40	9	been	be	AUX
ajam-245	40	10	used	use	VERB
ajam-245	40	11	in	in	ADP
ajam-245	40	12	this	this	DET
ajam-245	40	13	regard	regard	NOUN
ajam-245	40	14	.	.	PUNCT
ajam-245	41	1	akbari	akbari	PROPN
ajam-245	41	2	et	et	PROPN
ajam-245	41	3	al	al	PROPN
ajam-245	41	4	.	.	PROPN
ajam-245	41	5	(	(	PUNCT
ajam-245	41	6	2003	2003	NUM
ajam-245	41	7	)	)	PUNCT
ajam-245	41	8	,	,	PUNCT
ajam-245	41	9	in	in	ADP
ajam-245	41	10	a	a	DET
ajam-245	41	11	study	study	NOUN
ajam-245	41	12	on	on	ADP
ajam-245	41	13	the	the	DET
ajam-245	41	14	effects	effect	NOUN
ajam-245	41	15	of	of	ADP
ajam-245	41	16	the	the	DET
ajam-245	41	17	government	government	NOUN
ajam-245	41	18	's	's	PART
ajam-245	41	19	expenditures	expenditure	NOUN
ajam-245	41	20	on	on	ADP
ajam-245	41	21	added	add	VERB
ajam-245	41	22	value	value	NOUN
ajam-245	41	23	of	of	ADP
ajam-245	41	24	agricultural	agricultural	ADJ
ajam-245	41	25	subsection	subsection	NOUN
ajam-245	41	26	,	,	PUNCT
ajam-245	41	27	introduced	introduce	VERB
ajam-245	41	28	learning	learning	NOUN
ajam-245	41	29	and	and	CCONJ
ajam-245	41	30	research	research	NOUN
ajam-245	41	31	charges	charge	NOUN
ajam-245	41	32	of	of	ADP
ajam-245	41	33	the	the	DET
ajam-245	41	34	government	government	NOUN
ajam-245	41	35	as	as	ADP
ajam-245	41	36	the	the	DET
ajam-245	41	37	most	most	ADV
ajam-245	41	38	effective	effective	ADJ
ajam-245	41	39	variable	variable	NOUN
ajam-245	41	40	on	on	ADP
ajam-245	41	41	added	add	VERB
ajam-245	41	42	value	value	NOUN
ajam-245	41	43	of	of	ADP
ajam-245	41	44	agricultural	agricultural	ADJ
ajam-245	41	45	section	section	NOUN
ajam-245	41	46	.	.	PUNCT
ajam-245	42	1	civil	civil	ADJ
ajam-245	42	2	charges	charge	NOUN
ajam-245	42	3	occupy	occupy	VERB
ajam-245	42	4	the	the	DET
ajam-245	42	5	next	next	ADJ
ajam-245	42	6	place	place	NOUN
ajam-245	42	7	.	.	PUNCT
ajam-245	43	1	current	current	ADJ
ajam-245	43	2	costs	cost	NOUN
ajam-245	43	3	and	and	CCONJ
ajam-245	43	4	subsides	subside	NOUN
ajam-245	43	5	paid	pay	VERB
ajam-245	43	6	to	to	ADP
ajam-245	43	7	the	the	DET
ajam-245	43	8	producers	producer	NOUN
ajam-245	43	9	of	of	ADP
ajam-245	43	10	this	this	DET
ajam-245	43	11	section	section	NOUN
ajam-245	43	12	has	have	VERB
ajam-245	43	13	statistically	statistically	ADV
ajam-245	43	14	meaningful	meaningful	ADJ
ajam-245	43	15	effect	effect	NOUN
ajam-245	43	16	on	on	ADP
ajam-245	43	17	added	add	VERB
ajam-245	43	18	value	value	NOUN
ajam-245	43	19	of	of	ADP
ajam-245	43	20	agricultural	agricultural	ADJ
ajam-245	43	21	section	section	NOUN
ajam-245	43	22	.	.	PUNCT
ajam-245	44	1	torkamani	torkamani	PROPN
ajam-245	44	2	and	and	CCONJ
ajam-245	44	3	bagheri	bagheri	PROPN
ajam-245	44	4	(	(	PUNCT
ajam-245	44	5	2002	2002	NUM
ajam-245	44	6	)	)	PUNCT
ajam-245	44	7	,	,	PUNCT
ajam-245	44	8	through	through	ADP
ajam-245	44	9	study	study	NOUN
ajam-245	44	10	of	of	ADP
ajam-245	44	11	the	the	DET
ajam-245	44	12	relation	relation	NOUN
ajam-245	44	13	between	between	ADP
ajam-245	44	14	private	private	ADJ
ajam-245	44	15	and	and	CCONJ
ajam-245	44	16	state	state	NOUN
ajam-245	44	17	investment	investment	NOUN
ajam-245	44	18	and	and	CCONJ
ajam-245	44	19	growth	growth	NOUN
ajam-245	44	20	of	of	ADP
ajam-245	44	21	added	add	VERB
ajam-245	44	22	value	value	NOUN
ajam-245	44	23	in	in	ADP
ajam-245	44	24	agricultural	agricultural	ADJ
ajam-245	44	25	section	section	NOUN
ajam-245	44	26	demonstrated	demonstrate	VERB
ajam-245	44	27	that	that	SCONJ
ajam-245	44	28	variables	variable	NOUN
ajam-245	44	29	of	of	ADP
ajam-245	44	30	the	the	DET
ajam-245	44	31	ratio	ratio	NOUN
ajam-245	44	32	of	of	ADP
ajam-245	44	33	private	private	ADJ
ajam-245	44	34	and	and	CCONJ
ajam-245	44	35	state	state	NOUN
ajam-245	44	36	investment	investment	NOUN
ajam-245	44	37	to	to	ADP
ajam-245	44	38	added	add	VERB
ajam-245	44	39	value	value	NOUN
ajam-245	44	40	and	and	CCONJ
ajam-245	44	41	growth	growth	NOUN
ajam-245	44	42	of	of	ADP
ajam-245	44	43	export	export	NOUN
ajam-245	44	44	in	in	ADP
ajam-245	44	45	agricultural	agricultural	ADJ
ajam-245	44	46	section	section	NOUN
ajam-245	44	47	have	have	VERB
ajam-245	44	48	a	a	DET
ajam-245	44	49	positive	positive	ADJ
ajam-245	44	50	effect	effect	NOUN
ajam-245	44	51	on	on	ADP
ajam-245	44	52	the	the	DET
ajam-245	44	53	growth	growth	NOUN
ajam-245	44	54	of	of	ADP
ajam-245	44	55	this	this	DET
ajam-245	44	56	section	section	NOUN
ajam-245	44	57	and	and	CCONJ
ajam-245	44	58	variables	variable	NOUN
ajam-245	44	59	of	of	ADP
ajam-245	44	60	growth	growth	NOUN
ajam-245	44	61	of	of	ADP
ajam-245	44	62	agricultural	agricultural	ADJ
ajam-245	44	63	import	import	NOUN
ajam-245	44	64	and	and	CCONJ
ajam-245	44	65	growth	growth	NOUN
ajam-245	44	66	of	of	ADP
ajam-245	44	67	employment	employment	NOUN
ajam-245	44	68	have	have	VERB
ajam-245	44	69	a	a	DET
ajam-245	44	70	negative	negative	ADJ
ajam-245	44	71	effect	effect	NOUN
ajam-245	44	72	.	.	PUNCT
ajam-245	45	1	growth	growth	NOUN
ajam-245	45	2	of	of	ADP
ajam-245	45	3	added	add	VERB
ajam-245	45	4	value	value	NOUN
ajam-245	45	5	variable	variable	NOUN
ajam-245	45	6	of	of	ADP
ajam-245	45	7	agricultural	agricultural	ADJ
ajam-245	45	8	section	section	NOUN
ajam-245	45	9	just	just	ADV
ajam-245	45	10	has	have	VERB
ajam-245	45	11	a	a	DET
ajam-245	45	12	bilateral	bilateral	ADJ
ajam-245	45	13	relationship	relationship	NOUN
ajam-245	45	14	with	with	ADP
ajam-245	45	15	private	private	ADJ
ajam-245	45	16	and	and	CCONJ
ajam-245	45	17	state	state	NOUN
ajam-245	45	18	investment	investment	NOUN
ajam-245	45	19	and	and	CCONJ
ajam-245	45	20	a	a	DET
ajam-245	45	21	unilateral	unilateral	ADJ
ajam-245	45	22	relationship	relationship	NOUN
ajam-245	45	23	with	with	ADP
ajam-245	45	24	other	other	ADJ
ajam-245	45	25	variables	variable	NOUN
ajam-245	45	26	.	.	PUNCT
ajam-245	46	1	co	co	NOUN
ajam-245	46	2	-	-	NOUN
ajam-245	46	3	integration	integration	NOUN
ajam-245	46	4	relations	relation	NOUN
ajam-245	46	5	have	have	AUX
ajam-245	46	6	been	be	AUX
ajam-245	46	7	estimated	estimate	VERB
ajam-245	46	8	through	through	ADP
ajam-245	46	9	johansson	johansson	PROPN
ajam-245	46	10	'	'	PART
ajam-245	46	11	coaccumulation	coaccumulation	NOUN
ajam-245	46	12	test	test	NOUN
ajam-245	46	13	and	and	CCONJ
ajam-245	46	14	use	use	NOUN
ajam-245	46	15	of	of	ADP
ajam-245	46	16	var	var	PROPN
ajam-245	46	17	model	model	NOUN
ajam-245	46	18	.	.	PUNCT
ajam-245	47	1	methodology	methodology	NOUN
ajam-245	47	2	in	in	ADP
ajam-245	47	3	this	this	DET
ajam-245	47	4	study	study	NOUN
ajam-245	47	5	,	,	PUNCT
ajam-245	47	6	added	add	VERB
ajam-245	47	7	value	value	NOUN
ajam-245	47	8	of	of	ADP
ajam-245	47	9	agricultural	agricultural	ADJ
ajam-245	47	10	subsections	subsection	NOUN
ajam-245	47	11	has	have	AUX
ajam-245	47	12	been	be	AUX
ajam-245	47	13	forecasted	forecast	VERB
ajam-245	47	14	through	through	ADP
ajam-245	47	15	using	use	VERB
ajam-245	47	16	three	three	NUM
ajam-245	47	17	holt	holt	NOUN
ajam-245	47	18	-	-	PUNCT
ajam-245	47	19	winters	winter	NOUN
ajam-245	47	20	,	,	PUNCT
ajam-245	47	21	arima	arima	NOUN
ajam-245	47	22	and	and	CCONJ
ajam-245	47	23	artificial	artificial	ADJ
ajam-245	47	24	neural	neural	ADJ
ajam-245	47	25	network	network	NOUN
ajam-245	47	26	methods	method	NOUN
ajam-245	47	27	.	.	PUNCT
ajam-245	48	1	its	its	PRON
ajam-245	48	2	goal	goal	NOUN
ajam-245	48	3	is	be	AUX
ajam-245	48	4	to	to	PART
ajam-245	48	5	compare	compare	VERB
ajam-245	48	6	the	the	DET
ajam-245	48	7	accuracy	accuracy	NOUN
ajam-245	48	8	of	of	ADP
ajam-245	48	9	these	these	DET
ajam-245	48	10	methods	method	NOUN
ajam-245	48	11	with	with	ADP
ajam-245	48	12	error	error	NOUN
ajam-245	48	13	criteria	criterion	NOUN
ajam-245	48	14	such	such	ADJ
ajam-245	48	15	as	as	ADP
ajam-245	48	16	mape	mape	NOUN
ajam-245	48	17	(	(	PUNCT
ajam-245	48	18	mean	mean	INTJ
ajam-245	48	19	absolute	absolute	ADJ
ajam-245	48	20	percent	percent	NOUN
ajam-245	48	21	error	error	NOUN
ajam-245	48	22	)	)	PUNCT
ajam-245	48	23	,	,	PUNCT
ajam-245	48	24	mse	mse	PROPN
ajam-245	48	25	(	(	PUNCT
ajam-245	48	26	mean	mean	ADJ
ajam-245	48	27	square	square	ADJ
ajam-245	48	28	error	error	NOUN
ajam-245	48	29	)	)	PUNCT
ajam-245	48	30	,	,	PUNCT
ajam-245	48	31	mae	mae	PROPN
ajam-245	48	32	(	(	PUNCT
ajam-245	48	33	mean	mean	ADJ
ajam-245	48	34	absolute	absolute	ADJ
ajam-245	48	35	error	error	NOUN
ajam-245	48	36	)	)	PUNCT
ajam-245	48	37	and	and	CCONJ
ajam-245	48	38	me	i	PRON
ajam-245	48	39	(	(	PUNCT
ajam-245	48	40	mean	mean	VERB
ajam-245	48	41	error	error	NOUN
ajam-245	48	42	)	)	PUNCT
ajam-245	48	43	.	.	PUNCT
ajam-245	49	1	time	time	NOUN
ajam-245	49	2	series	series	PROPN
ajam-245	49	3	of	of	ADP
ajam-245	49	4	1936	1936	NUM
ajam-245	49	5	2005	2005	NUM
ajam-245	49	6	years	year	NOUN
ajam-245	49	7	of	of	ADP
ajam-245	49	8	four	four	NUM
ajam-245	49	9	agricultural	agricultural	ADJ
ajam-245	49	10	subsections	subsection	NOUN
ajam-245	49	11	is	be	AUX
ajam-245	49	12	the	the	DET
ajam-245	49	13	data	datum	NOUN
ajam-245	49	14	used	use	VERB
ajam-245	49	15	in	in	ADP
ajam-245	49	16	this	this	DET
ajam-245	49	17	study	study	NOUN
ajam-245	49	18	.	.	PUNCT
ajam-245	50	1	data	datum	NOUN
ajam-245	50	2	of	of	ADP
ajam-245	50	3	1959	1959	NUM
ajam-245	50	4	2005	2005	NUM
ajam-245	50	5	years	year	NOUN
ajam-245	50	6	has	have	AUX
ajam-245	50	7	been	be	AUX
ajam-245	50	8	extracted	extract	VERB
ajam-245	50	9	from	from	ADP
ajam-245	50	10	database	database	NOUN
ajam-245	50	11	of	of	ADP
ajam-245	50	12	central	central	ADJ
ajam-245	50	13	bank	bank	PROPN
ajam-245	50	14	of	of	ADP
ajam-245	50	15	iran	iran	PROPN
ajam-245	50	16	and	and	CCONJ
ajam-245	50	17	the	the	DET
ajam-245	50	18	statistics	statistic	NOUN
ajam-245	50	19	of	of	ADP
ajam-245	50	20	1936	1936	NUM
ajam-245	50	21	1958	1958	NUM
ajam-245	50	22	years	year	NOUN
ajam-245	50	23	has	have	AUX
ajam-245	50	24	been	be	AUX
ajam-245	50	25	extracted	extract	VERB
ajam-245	50	26	from	from	ADP
ajam-245	50	27	research	research	NOUN
ajam-245	50	28	plan	plan	NOUN
ajam-245	50	29	of	of	ADP
ajam-245	50	30	domestic	domestic	ADJ
ajam-245	50	31	gross	gross	ADJ
ajam-245	50	32	production	production	NOUN
ajam-245	50	33	estimation	estimation	NOUN
ajam-245	50	34	for	for	ADP
ajam-245	50	35	1936	1936	NUM
ajam-245	50	36	1958	1958	NUM
ajam-245	50	37	years	year	NOUN
ajam-245	50	38	done	do	VERB
ajam-245	50	39	by	by	ADP
ajam-245	50	40	bank	bank	NOUN
ajam-245	50	41	and	and	CCONJ
ajam-245	50	42	monetary	monetary	ADJ
ajam-245	50	43	research	research	PROPN
ajam-245	50	44	institute	institute	PROPN
ajam-245	50	45	of	of	ADP
ajam-245	50	46	central	central	PROPN
ajam-245	50	47	bank	bank	PROPN
ajam-245	50	48	(	(	PUNCT
ajam-245	50	49	khavarinezhad	khavarinezhad	PROPN
ajam-245	50	50	,	,	PUNCT
ajam-245	50	51	2001	2001	NUM
ajam-245	50	52	)	)	PUNCT
ajam-245	50	53	and	and	CCONJ
ajam-245	50	54	real	real	ADJ
ajam-245	50	55	prices	price	NOUN
ajam-245	50	56	of	of	ADP
ajam-245	50	57	1997	1997	NUM
ajam-245	50	58	have	have	AUX
ajam-245	50	59	been	be	AUX
ajam-245	50	60	used	use	VERB
ajam-245	50	61	in	in	ADP
ajam-245	50	62	order	order	NOUN
ajam-245	50	63	to	to	PART
ajam-245	50	64	omit	omit	VERB
ajam-245	50	65	inflation	inflation	NOUN
ajam-245	50	66	effects	effect	NOUN
ajam-245	50	67	from	from	ADP
ajam-245	50	68	statistics	statistic	NOUN
ajam-245	50	69	.	.	PUNCT
ajam-245	51	1	exponential	exponential	ADJ
ajam-245	51	2	smoothing	smooth	VERB
ajam-245	51	3	this	this	DET
ajam-245	51	4	method	method	NOUN
ajam-245	51	5	began	begin	VERB
ajam-245	51	6	with	with	ADP
ajam-245	51	7	the	the	DET
ajam-245	51	8	work	work	NOUN
ajam-245	51	9	of	of	ADP
ajam-245	51	10	holt	holt	PROPN
ajam-245	51	11	-	-	PUNCT
ajam-245	51	12	winters	winter	NOUN
ajam-245	51	13	in	in	ADP
ajam-245	51	14	1950	1950	NUM
ajam-245	51	15	.	.	PUNCT
ajam-245	52	1	afterwards	afterwards	ADV
ajam-245	52	2	,	,	PUNCT
ajam-245	52	3	the	the	DET
ajam-245	52	4	main	main	ADJ
ajam-245	52	5	model	model	NOUN
ajam-245	52	6	exposed	expose	VERB
ajam-245	52	7	to	to	ADP
ajam-245	52	8	many	many	ADJ
ajam-245	52	9	changes	change	NOUN
ajam-245	52	10	and	and	CCONJ
ajam-245	52	11	several	several	ADJ
ajam-245	52	12	studies	study	NOUN
ajam-245	52	13	has	have	AUX
ajam-245	52	14	expressed	express	VERB
ajam-245	52	15	its	its	PRON
ajam-245	52	16	exceptional	exceptional	ADJ
ajam-245	52	17	performance	performance	NOUN
ajam-245	52	18	.	.	PUNCT
ajam-245	53	1	bowerman	bowerman	NOUN
ajam-245	53	2	and	and	CCONJ
ajam-245	53	3	o’connell	o’connell	PROPN
ajam-245	53	4	(	(	PUNCT
ajam-245	53	5	1979	1979	NUM
ajam-245	53	6	)	)	PUNCT
ajam-245	53	7	stated	state	VERB
ajam-245	53	8	that	that	SCONJ
ajam-245	53	9	this	this	DET
ajam-245	53	10	model	model	NOUN
ajam-245	53	11	is	be	AUX
ajam-245	53	12	on	on	ADP
ajam-245	53	13	the	the	DET
ajam-245	53	14	basis	basis	NOUN
ajam-245	53	15	of	of	ADP
ajam-245	53	16	an	an	DET
ajam-245	53	17	autoregressive	autoregressive	ADJ
ajam-245	53	18	statistical	statistical	ADJ
ajam-245	53	19	model	model	NOUN
ajam-245	53	20	in	in	ADP
ajam-245	53	21	which	which	PRON
ajam-245	53	22	the	the	DET
ajam-245	53	23	information	information	NOUN
ajam-245	53	24	in	in	ADP
ajam-245	53	25	the	the	DET
ajam-245	53	26	relation	relation	NOUN
ajam-245	53	27	with	with	ADP
ajam-245	53	28	forecasted	forecast	VERB
ajam-245	53	29	series	series	NOUN
ajam-245	53	30	is	be	AUX
ajam-245	53	31	just	just	ADV
ajam-245	53	32	used	use	VERB
ajam-245	53	33	and	and	CCONJ
ajam-245	53	34	in	in	ADP
ajam-245	53	35	contrary	contrary	ADJ
ajam-245	53	36	to	to	PART
ajam-245	53	37	regression	regression	VERB
ajam-245	53	38	models	model	NOUN
ajam-245	53	39	predictions	prediction	NOUN
ajam-245	53	40	using	use	VERB
ajam-245	53	41	constant	constant	ADJ
ajam-245	53	42	factors	factor	NOUN
ajam-245	53	43	,	,	PUNCT
ajam-245	53	44	the	the	DET
ajam-245	53	45	predictions	prediction	NOUN
ajam-245	53	46	of	of	ADP
ajam-245	53	47	this	this	DET
ajam-245	53	48	model	model	NOUN
ajam-245	53	49	adjusted	adjust	VERB
ajam-245	53	50	according	accord	VERB
ajam-245	53	51	to	to	ADP
ajam-245	53	52	the	the	DET
ajam-245	53	53	previous	previous	ADJ
ajam-245	53	54	predictions	prediction	NOUN
ajam-245	53	55	errors	error	NOUN
ajam-245	53	56	(	(	PUNCT
ajam-245	53	57	hyndman	hyndman	NOUN
ajam-245	53	58	,	,	PUNCT
ajam-245	53	59	koehler	koehler	NOUN
ajam-245	53	60	,	,	PUNCT
ajam-245	53	61	snyder	snyder	NOUN
ajam-245	53	62	and	and	CCONJ
ajam-245	53	63	grose	grose	NOUN
ajam-245	53	64	,	,	PUNCT
ajam-245	53	65	2002	2002	NUM
ajam-245	53	66	)	)	PUNCT
ajam-245	53	67	classified	classify	VERB
ajam-245	53	68	exponential	exponential	ADJ
ajam-245	53	69	smoothing	smoothing	NOUN
ajam-245	53	70	.	.	PUNCT
ajam-245	54	1	each	each	DET
ajam-245	54	2	method	method	NOUN
ajam-245	54	3	consisted	consist	VERB
ajam-245	54	4	of	of	ADP
ajam-245	54	5	one	one	NUM
ajam-245	54	6	of	of	ADP
ajam-245	54	7	five	five	NUM
ajam-245	54	8	types	type	NOUN
ajam-245	54	9	of	of	ADP
ajam-245	54	10	trend	trend	NOUN
ajam-245	54	11	(	(	PUNCT
ajam-245	54	12	none	none	NOUN
ajam-245	54	13	,	,	PUNCT
ajam-245	54	14	additive	additive	NOUN
ajam-245	54	15	,	,	PUNCT
ajam-245	54	16	damped	damped	ADJ
ajam-245	54	17	additive	additive	NOUN
ajam-245	54	18	,	,	PUNCT
ajam-245	54	19	multiplicative	multiplicative	ADJ
ajam-245	54	20	and	and	CCONJ
ajam-245	54	21	damped	damped	ADJ
ajam-245	54	22	multiplicative	multiplicative	PROPN
ajam-245	54	23	)	)	PUNCT
ajam-245	54	24	and	and	CCONJ
ajam-245	54	25	one	one	NUM
ajam-245	54	26	of	of	ADP
ajam-245	54	27	three	three	NUM
ajam-245	54	28	types	type	NOUN
ajam-245	54	29	of	of	ADP
ajam-245	54	30	seasonality	seasonality	NOUN
ajam-245	54	31	(	(	PUNCT
ajam-245	54	32	none	none	NOUN
ajam-245	54	33	,	,	PUNCT
ajam-245	54	34	additive	additive	ADJ
ajam-245	54	35	and	and	CCONJ
ajam-245	54	36	multiplicative	multiplicative	ADJ
ajam-245	54	37	)	)	PUNCT
ajam-245	54	38	.	.	PUNCT
ajam-245	55	1	among	among	ADP
ajam-245	55	2	the	the	DET
ajam-245	55	3	15	15	NUM
ajam-245	55	4	different	different	ADJ
ajam-245	55	5	exponential	exponential	ADJ
ajam-245	55	6	smoothing	smoothing	NOUN
ajam-245	55	7	methods	method	NOUN
ajam-245	55	8	,	,	PUNCT
ajam-245	55	9	the	the	DET
ajam-245	55	10	best	well	ADV
ajam-245	55	11	known	know	VERB
ajam-245	55	12	are	be	AUX
ajam-245	55	13	simple	simple	ADJ
ajam-245	55	14	exponential	exponential	ADJ
ajam-245	55	15	smoothing	smoothing	NOUN
ajam-245	55	16	(	(	PUNCT
ajam-245	55	17	no	no	DET
ajam-245	55	18	trend	trend	NOUN
ajam-245	55	19	,	,	PUNCT
ajam-245	55	20	no	no	DET
ajam-245	55	21	seasonality	seasonality	NOUN
ajam-245	55	22	)	)	PUNCT
ajam-245	55	23	,	,	PUNCT
ajam-245	55	24	holt	holt	PROPN
ajam-245	55	25	’s	’s	PART
ajam-245	55	26	linear	linear	PROPN
ajam-245	55	27	method	method	NOUN
ajam-245	55	28	(	(	PUNCT
ajam-245	55	29	additive	additive	ADJ
ajam-245	55	30	trend	trend	NOUN
ajam-245	55	31	,	,	PUNCT
ajam-245	55	32	no	no	DET
ajam-245	55	33	seasonality	seasonality	NOUN
ajam-245	55	34	)	)	PUNCT
ajam-245	55	35	,	,	PUNCT
ajam-245	55	36	holt	holt	PROPN
ajam-245	55	37	-	-	PUNCT
ajam-245	55	38	winters	winter	NOUN
ajam-245	55	39	’	'	PUNCT
ajam-245	55	40	additive	additive	ADJ
ajam-245	55	41	method	method	NOUN
ajam-245	55	42	(	(	PUNCT
ajam-245	55	43	additive	additive	ADJ
ajam-245	55	44	trend	trend	NOUN
ajam-245	55	45	,	,	PUNCT
ajam-245	55	46	additive	additive	ADJ
ajam-245	55	47	seasonality	seasonality	NOUN
ajam-245	55	48	)	)	PUNCT
ajam-245	55	49	and	and	CCONJ
ajam-245	55	50	holt	holt	PROPN
ajam-245	55	51	-	-	PUNCT
ajam-245	55	52	winters	winters	PROPN
ajam-245	55	53	’	'	PUNCT
ajam-245	55	54	multiplicative	multiplicative	ADJ
ajam-245	55	55	method	method	NOUN
ajam-245	55	56	(	(	PUNCT
ajam-245	55	57	additive	additive	ADJ
ajam-245	55	58	trend	trend	NOUN
ajam-245	55	59	,	,	PUNCT
ajam-245	55	60	multiplicative	multiplicative	ADJ
ajam-245	55	61	seasonality	seasonality	NOUN
ajam-245	55	62	)	)	PUNCT
ajam-245	55	63	(	(	PUNCT
ajam-245	55	64	de	de	X
ajam-245	55	65	gooijer	gooijer	PROPN
ajam-245	55	66	et	et	PROPN
ajam-245	55	67	al	al	PROPN
ajam-245	55	68	.	.	PROPN
ajam-245	55	69	,	,	PUNCT
ajam-245	55	70	2006	2006	NUM
ajam-245	55	71	)	)	PUNCT
ajam-245	55	72	.	.	PUNCT
ajam-245	56	1	gardner	gardner	NOUN
ajam-245	56	2	and	and	CCONJ
ajam-245	56	3	mckenzie	mckenzie	NOUN
ajam-245	56	4	(	(	PUNCT
ajam-245	56	5	1988	1988	NUM
ajam-245	56	6	)	)	PUNCT
ajam-245	56	7	provide	provide	VERB
ajam-245	56	8	some	some	DET
ajam-245	56	9	simple	simple	ADJ
ajam-245	56	10	rules	rule	NOUN
ajam-245	56	11	based	base	VERB
ajam-245	56	12	on	on	ADP
ajam-245	56	13	the	the	DET
ajam-245	56	14	variances	variance	NOUN
ajam-245	56	15	of	of	ADP
ajam-245	56	16	differenced	difference	VERB
ajam-245	56	17	time	time	NOUN
ajam-245	56	18	series	series	NOUN
ajam-245	56	19	for	for	ADP
ajam-245	56	20	choosing	choose	VERB
ajam-245	56	21	an	an	DET
ajam-245	56	22	appropriate	appropriate	ADJ
ajam-245	56	23	exponential	exponential	ADJ
ajam-245	56	24	smoothing	smoothing	NOUN
ajam-245	56	25	method	method	NOUN
ajam-245	56	26	.	.	PUNCT
ajam-245	57	1	hyndman	hyndman	NOUN
ajam-245	57	2	et	et	PROPN
ajam-245	57	3	al	al	PROPN
ajam-245	57	4	.	.	PROPN
ajam-245	58	1	(	(	PUNCT
ajam-245	58	2	2002	2002	NUM
ajam-245	58	3	)	)	PUNCT
ajam-245	58	4	also	also	ADV
ajam-245	58	5	proposed	propose	VERB
ajam-245	58	6	an	an	DET
ajam-245	58	7	information	information	NOUN
ajam-245	58	8	criterion	criterion	NOUN
ajam-245	58	9	approach	approach	NOUN
ajam-245	58	10	,	,	PUNCT
ajam-245	58	11	but	but	CCONJ
ajam-245	58	12	using	use	VERB
ajam-245	58	13	the	the	DET
ajam-245	58	14	underlying	underlie	VERB
ajam-245	58	15	state	state	NOUN
ajam-245	58	16	space	space	NOUN
ajam-245	58	17	models	model	NOUN
ajam-245	58	18	.	.	PUNCT
ajam-245	59	1	different	different	ADJ
ajam-245	59	2	methods	method	NOUN
ajam-245	59	3	of	of	ADP
ajam-245	59	4	smoothing	smooth	VERB
ajam-245	59	5	require	require	VERB
ajam-245	59	6	primary	primary	ADJ
ajam-245	59	7	estimation	estimation	NOUN
ajam-245	59	8	of	of	ADP
ajam-245	59	9	parameters	parameter	NOUN
ajam-245	59	10	related	relate	VERB
ajam-245	59	11	to	to	ADP
ajam-245	59	12	(	(	PUNCT
ajam-245	59	13	α	α	NOUN
ajam-245	59	14	)	)	PUNCT
ajam-245	59	15	level	level	NOUN
ajam-245	59	16	,	,	PUNCT
ajam-245	59	17	(	(	PUNCT
ajam-245	59	18	β	β	NOUN
ajam-245	59	19	)	)	PUNCT
ajam-245	59	20	trend	trend	NOUN
ajam-245	59	21	and	and	CCONJ
ajam-245	59	22	(	(	PUNCT
ajam-245	59	23	γ	γ	NOUN
ajam-245	59	24	)	)	PUNCT
ajam-245	59	25	seasonal	seasonal	ADJ
ajam-245	59	26	indices	index	NOUN
ajam-245	59	27	(	(	PUNCT
ajam-245	59	28	hyndman	hyndman	NOUN
ajam-245	59	29	,	,	PUNCT
ajam-245	59	30	2002	2002	NUM
ajam-245	59	31	)	)	PUNCT
ajam-245	59	32	.	.	PUNCT
ajam-245	60	1	in	in	ADP
ajam-245	60	2	eviews	eviews	PROPN
ajam-245	60	3	software	software	NOUN
ajam-245	60	4	,	,	PUNCT
ajam-245	60	5	parameters	parameter	NOUN
ajam-245	60	6	are	be	AUX
ajam-245	60	7	estimated	estimate	VERB
ajam-245	60	8	by	by	ADP
ajam-245	60	9	minimizing	minimize	VERB
ajam-245	60	10	sum	sum	NOUN
ajam-245	60	11	of	of	ADP
ajam-245	60	12	error	error	NOUN
ajam-245	60	13	squares	square	NOUN
ajam-245	60	14	and	and	CCONJ
ajam-245	60	15	in	in	ADP
ajam-245	60	16	qsb	qsb	NOUN
ajam-245	60	17	software	software	NOUN
ajam-245	60	18	,	,	PUNCT
ajam-245	60	19	error	error	NOUN
ajam-245	60	20	criteria	criterion	NOUN
ajam-245	60	21	is	be	AUX
ajam-245	60	22	selected	select	VERB
ajam-245	60	23	by	by	ADP
ajam-245	60	24	the	the	DET
ajam-245	60	25	researcher	researcher	NOUN
ajam-245	60	26	and	and	CCONJ
ajam-245	60	27	the	the	DET
ajam-245	60	28	software	software	NOUN
ajam-245	60	29	chooses	choose	VERB
ajam-245	60	30	the	the	DET
ajam-245	60	31	best	good	ADJ
ajam-245	60	32	parameter	parameter	NOUN
ajam-245	60	33	considering	consider	VERB
ajam-245	60	34	error	error	NOUN
ajam-245	60	35	criteria	criterion	NOUN
ajam-245	60	36	.	.	PUNCT
ajam-245	61	1	these	these	DET
ajam-245	61	2	parameters	parameter	NOUN
ajam-245	61	3	have	have	AUX
ajam-245	61	4	been	be	AUX
ajam-245	61	5	defined	define	VERB
ajam-245	61	6	between	between	ADP
ajam-245	61	7	zero	zero	NUM
ajam-245	61	8	and	and	CCONJ
ajam-245	61	9	one	one	NUM
ajam-245	61	10	.	.	PUNCT
ajam-245	62	1	theory	theory	NOUN
ajam-245	62	2	of	of	ADP
ajam-245	62	3	the	the	DET
ajam-245	62	4	method	method	NOUN
ajam-245	62	5	used	use	VERB
ajam-245	62	6	in	in	ADP
ajam-245	62	7	this	this	DET
ajam-245	62	8	study	study	NOUN
ajam-245	62	9	will	will	AUX
ajam-245	62	10	be	be	AUX
ajam-245	62	11	discussed	discuss	VERB
ajam-245	62	12	later	later	ADV
ajam-245	62	13	.	.	PUNCT
ajam-245	63	1	single	single	ADJ
ajam-245	63	2	exponential	exponential	NOUN
ajam-245	63	3	smoothing	smoothing	NOUN
ajam-245	63	4	this	this	PRON
ajam-245	63	5	is	be	AUX
ajam-245	63	6	a	a	DET
ajam-245	63	7	single	single	ADJ
ajam-245	63	8	-	-	PUNCT
ajam-245	63	9	parameter	parameter	NOUN
ajam-245	63	10	method	method	NOUN
ajam-245	63	11	and	and	CCONJ
ajam-245	63	12	is	be	AUX
ajam-245	63	13	appropriate	appropriate	ADJ
ajam-245	63	14	for	for	SCONJ
ajam-245	63	15	series	series	NOUN
ajam-245	63	16	randomly	randomly	ADV
ajam-245	63	17	move	move	VERB
ajam-245	63	18	around	around	ADP
ajam-245	63	19	a	a	DET
ajam-245	63	20	constant	constant	ADJ
ajam-245	63	21	mean	mean	NOUN
ajam-245	63	22	.	.	PUNCT
ajam-245	64	1	if	if	SCONJ
ajam-245	64	2	the	the	DET
ajam-245	64	3	parameters	parameter	NOUN
ajam-245	64	4	are	be	AUX
ajam-245	64	5	estimated	estimate	VERB
ajam-245	64	6	close	close	ADV
ajam-245	64	7	to	to	ADP
ajam-245	64	8	one	one	NUM
ajam-245	64	9	,	,	PUNCT
ajam-245	64	10	means	mean	VERB
ajam-245	64	11	that	that	SCONJ
ajam-245	64	12	this	this	DET
ajam-245	64	13	procedure	procedure	NOUN
ajam-245	64	14	is	be	AUX
ajam-245	64	15	a	a	DET
ajam-245	64	16	random	random	ADJ
ajam-245	64	17	step	step	NOUN
ajam-245	64	18	.	.	PUNCT
ajam-245	65	1	parameter	parameter	NOUN
ajam-245	65	2	α	α	PROPN
ajam-245	65	3	is	be	AUX
ajam-245	65	4	related	relate	VERB
ajam-245	65	5	to	to	ADP
ajam-245	65	6	level	level	NOUN
ajam-245	65	7	(	(	PUNCT
ajam-245	65	8	mean	mean	ADJ
ajam-245	65	9	)	)	PUNCT
ajam-245	65	10	,	,	PUNCT
ajam-245	65	11	β	β	X
ajam-245	65	12	to	to	ADP
ajam-245	65	13	the	the	DET
ajam-245	65	14	trend	trend	NOUN
ajam-245	65	15	and	and	CCONJ
ajam-245	65	16	γ	γ	X
ajam-245	65	17	to	to	ADP
ajam-245	65	18	the	the	DET
ajam-245	65	19	seasonality	seasonality	NOUN
ajam-245	65	20	.	.	PUNCT
ajam-245	66	1	these	these	DET
ajam-245	66	2	parameters	parameter	NOUN
ajam-245	66	3	have	have	AUX
ajam-245	66	4	been	be	AUX
ajam-245	66	5	defied	defy	VERB
ajam-245	66	6	between	between	ADP
ajam-245	66	7	zero	zero	NUM
ajam-245	66	8	and	and	CCONJ
ajam-245	66	9	one	one	NUM
ajam-245	66	10	.	.	PUNCT
ajam-245	67	1	if	if	SCONJ
ajam-245	67	2	the	the	DET
ajam-245	67	3	smoothed	smoothed	ADJ
ajam-245	67	4	series	series	NOUN
ajam-245	67	5	is	be	AUX
ajam-245	67	6	ŷt	ŷt	ADJ
ajam-245	67	7	and	and	CCONJ
ajam-245	67	8	the	the	DET
ajam-245	67	9	main	main	ADJ
ajam-245	67	10	series	series	NOUN
ajam-245	67	11	is	be	AUX
ajam-245	67	12	yt	yt	PROPN
ajam-245	67	13	,	,	PUNCT
ajam-245	67	14	ŷt	ŷt	NOUN
ajam-245	67	15	is	be	AUX
ajam-245	67	16	randomly	randomly	ADV
ajam-245	67	17	obtained	obtain	VERB
ajam-245	67	18	from	from	ADP
ajam-245	67	19	the	the	DET
ajam-245	67	20	following	follow	VERB
ajam-245	67	21	relation	relation	NOUN
ajam-245	67	22	:	:	PUNCT
ajam-245	67	23	ŷt=	ŷt=	NOUN
ajam-245	67	24	α	α	NOUN
ajam-245	67	25	yt	yt	X
ajam-245	67	26	+	+	X
ajam-245	67	27	(	(	PUNCT
ajam-245	67	28	1	1	NUM
ajam-245	67	29	-	-	PUNCT
ajam-245	67	30	α	α	NOUN
ajam-245	67	31	)	)	PUNCT
ajam-245	67	32	ŷt-1	ŷt-1	PUNCT
ajam-245	67	33	(	(	PUNCT
ajam-245	67	34	1	1	X
ajam-245	67	35	)	)	PUNCT
ajam-245	67	36	in	in	ADP
ajam-245	67	37	which	which	PRON
ajam-245	67	38	,	,	PUNCT
ajam-245	67	39	0	0	NUM
ajam-245	67	40	≤	≤	NUM
ajam-245	67	41	α	α	PRON
ajam-245	67	42	≤1	≤1	PROPN
ajam-245	67	43	is	be	AUX
ajam-245	67	44	the	the	DET
ajam-245	67	45	smoothing	smooth	VERB
ajam-245	67	46	factor	factor	NOUN
ajam-245	67	47	,	,	PUNCT
ajam-245	67	48	ŷt	ŷt	ADJ
ajam-245	67	49	series	series	NOUN
ajam-245	67	50	are	be	AUX
ajam-245	67	51	smoothing	smooth	VERB
ajam-245	67	52	.	.	PUNCT
ajam-245	68	1	we	we	PRON
ajam-245	68	2	can	can	AUX
ajam-245	68	3	rewrite	rewrite	VERB
ajam-245	68	4	the	the	DET
ajam-245	68	5	relation	relation	NOUN
ajam-245	68	6	(	(	PUNCT
ajam-245	68	7	1	1	NUM
ajam-245	68	8	)	)	PUNCT
ajam-245	68	9	through	through	ADP
ajam-245	68	10	repetitive	repetitive	ADJ
ajam-245	68	11	replacements	replacement	NOUN
ajam-245	68	12	:	:	PUNCT
ajam-245	68	13	ŷt	ŷt	ADJ
ajam-245	68	14	=	=	PROPN
ajam-245	68	15	α	α	X
ajam-245	68	16	(	(	PUNCT
ajam-245	68	17	2	2	NUM
ajam-245	68	18	)	)	PUNCT
ajam-245	68	19	this	this	DET
ajam-245	68	20	relation	relation	NOUN
ajam-245	68	21	states	state	VERB
ajam-245	68	22	the	the	DET
ajam-245	68	23	reason	reason	NOUN
ajam-245	68	24	of	of	ADP
ajam-245	68	25	calling	call	VERB
ajam-245	68	26	this	this	DET
ajam-245	68	27	method	method	NOUN
ajam-245	68	28	as	as	ADP
ajam-245	68	29	exponential	exponential	ADJ
ajam-245	68	30	smoothing	smoothing	NOUN
ajam-245	68	31	.	.	PUNCT
ajam-245	69	1	yt	yt	PROPN
ajam-245	69	2	prediction	prediction	NOUN
ajam-245	69	3	is	be	AUX
ajam-245	69	4	a	a	DET
ajam-245	69	5	weight	weight	NOUN
ajam-245	69	6	mean	mean	NOUN
ajam-245	69	7	of	of	ADP
ajam-245	69	8	previous	previous	ADJ
ajam-245	69	9	yt	yt	NOUN
ajam-245	69	10	values	value	NOUN
ajam-245	69	11	in	in	ADP
ajam-245	69	12	which	which	PRON
ajam-245	69	13	weights	weight	NOUN
ajam-245	69	14	reduces	reduce	VERB
ajam-245	69	15	exponentially	exponentially	ADV
ajam-245	69	16	with	with	ADP
ajam-245	69	17	time	time	NOUN
ajam-245	69	18	.	.	PUNCT
ajam-245	70	1	these	these	DET
ajam-245	70	2	predictions	prediction	NOUN
ajam-245	70	3	have	have	AUX
ajam-245	70	4	been	be	AUX
ajam-245	70	5	proved	prove	VERB
ajam-245	70	6	for	for	ADP
ajam-245	70	7	all	all	DET
ajam-245	70	8	future	future	ADJ
ajam-245	70	9	observations	observation	NOUN
ajam-245	70	10	.	.	PUNCT
ajam-245	71	1	this	this	DET
ajam-245	71	2	constant	constant	ADJ
ajam-245	71	3	is	be	AUX
ajam-245	71	4	obtained	obtain	VERB
ajam-245	71	5	through	through	ADP
ajam-245	71	6	following	follow	VERB
ajam-245	71	7	relation	relation	NOUN
ajam-245	71	8	:	:	PUNCT
ajam-245	71	9	yt+k=	yt+k=	X
ajam-245	71	10	yt	yt	VERB
ajam-245	71	11	for	for	ADP
ajam-245	71	12	k>0	k>0	NOUN
ajam-245	71	13	where	where	SCONJ
ajam-245	71	14	t	t	NOUN
ajam-245	71	15	=	=	PUNCT
ajam-245	71	16	end	end	NOUN
ajam-245	71	17	of	of	ADP
ajam-245	71	18	the	the	DET
ajam-245	71	19	sample	sample	NOUN
ajam-245	71	20	.	.	PUNCT
ajam-245	72	1	we	we	PRON
ajam-245	72	2	require	require	VERB
ajam-245	72	3	a	a	DET
ajam-245	72	4	value	value	NOUN
ajam-245	72	5	for	for	ADP
ajam-245	72	6	α	α	NOUN
ajam-245	72	7	and	and	CCONJ
ajam-245	72	8	an	an	DET
ajam-245	72	9	initial	initial	ADJ
ajam-245	72	10	value	value	NOUN
ajam-245	72	11	for	for	ADP
ajam-245	72	12	yt	yt	NOUN
ajam-245	72	13	in	in	ADP
ajam-245	72	14	order	order	NOUN
ajam-245	72	15	to	to	PART
ajam-245	72	16	begin	begin	VERB
ajam-245	72	17	repeat	repeat	NOUN
ajam-245	72	18	procedure	procedure	NOUN
ajam-245	72	19	.	.	PUNCT
ajam-245	73	1	bowerman	bowerman	NOUN
ajam-245	73	2	and	and	CCONJ
ajam-245	73	3	o’connell	o’connell	PROPN
ajam-245	73	4	(	(	PUNCT
ajam-245	73	5	1979	1979	NUM
ajam-245	73	6	)	)	PUNCT
ajam-245	73	7	suggested	suggest	VERB
ajam-245	73	8	that	that	SCONJ
ajam-245	73	9	α	α	PROPN
ajam-245	73	10	values	value	VERB
ajam-245	73	11	around	around	ADP
ajam-245	73	12	0.01	0.01	NUM
ajam-245	73	13	to	to	PART
ajam-245	73	14	0.3	0.3	NUM
ajam-245	73	15	perform	perform	VERB
ajam-245	73	16	relatively	relatively	ADV
ajam-245	73	17	well	well	ADV
ajam-245	73	18	.	.	PUNCT
ajam-245	74	1	no	no	DET
ajam-245	74	2	-	-	PUNCT
ajam-245	74	3	seasonal	seasonal	ADJ
ajam-245	74	4	holt	holt	PROPN
ajam-245	74	5	-	-	PUNCT
ajam-245	74	6	winters	winter	NOUN
ajam-245	74	7	no	no	DET
ajam-245	74	8	-	-	PUNCT
ajam-245	74	9	seasonal	seasonal	ADJ
ajam-245	74	10	holt	holt	PROPN
ajam-245	74	11	-	-	PUNCT
ajam-245	74	12	winters	winter	NOUN
ajam-245	74	13	used	use	VERB
ajam-245	74	14	in	in	ADP
ajam-245	74	15	this	this	DET
ajam-245	74	16	research	research	NOUN
ajam-245	74	17	is	be	AUX
ajam-245	74	18	a	a	DET
ajam-245	74	19	doubleparameter	doubleparameter	NOUN
ajam-245	74	20	method	method	NOUN
ajam-245	74	21	and	and	CCONJ
ajam-245	74	22	is	be	AUX
ajam-245	74	23	appropriate	appropriate	ADJ
ajam-245	74	24	for	for	ADP
ajam-245	74	25	series	series	NOUN
ajam-245	74	26	with	with	ADP
ajam-245	74	27	time	time	NOUN
ajam-245	74	28	trend	trend	NOUN
ajam-245	74	29	and	and	CCONJ
ajam-245	74	30	without	without	ADP
ajam-245	74	31	seasonal	seasonal	ADJ
ajam-245	74	32	pattern	pattern	NOUN
ajam-245	74	33	.	.	PUNCT
ajam-245	75	1	in	in	ADP
ajam-245	75	2	this	this	DET
ajam-245	75	3	method	method	NOUN
ajam-245	75	4	,	,	PUNCT
ajam-245	75	5	predictions	prediction	NOUN
ajam-245	75	6	are	be	AUX
ajam-245	75	7	made	make	VERB
ajam-245	75	8	with	with	ADP
ajam-245	75	9	trend	trend	NOUN
ajam-245	75	10	and	and	CCONJ
ajam-245	75	11	without	without	ADP
ajam-245	75	12	seasonal	seasonal	ADJ
ajam-245	75	13	fluctuations	fluctuation	NOUN
ajam-245	75	14	.	.	PUNCT
ajam-245	76	1	yt+k=	yt+k=	NOUN
ajam-245	76	2	a+bk	a+bk	PRON
ajam-245	76	3	a(t)=αyt+(1	a(t)=αyt+(1	NOUN
ajam-245	76	4	-	-	PUNCT
ajam-245	76	5	t)[a(t-1)+b(t-1	t)[a(t-1)+b(t-1	NOUN
ajam-245	76	6	)	)	PUNCT
ajam-245	76	7	]	]	PUNCT
ajam-245	76	8	intercept	intercept	NOUN
ajam-245	76	9	=	=	NOUN
ajam-245	76	10	a	a	NOUN
ajam-245	76	11	,	,	PUNCT
ajam-245	76	12	b(t)=	b(t)=	NOUN
ajam-245	76	13	β[a(t)-a(t-1)]+1	β[a(t)-a(t-1)]+1	PROPN
ajam-245	76	14	-	-	PUNCT
ajam-245	76	15	βb(t-1	βb(t-1	NOUN
ajam-245	76	16	)	)	PUNCT
ajam-245	76	17	trend	trend	NOUN
ajam-245	76	18	=	=	SYM
ajam-245	76	19	b	b	NOUN
ajam-245	76	20	in	in	ADP
ajam-245	76	21	which	which	PRON
ajam-245	76	22	β<0	β<0	NOUN
ajam-245	76	23	,	,	PUNCT
ajam-245	76	24	α>0	α>0	NUM
ajam-245	76	25	are	be	AUX
ajam-245	76	26	smoothing	smooth	VERB
ajam-245	76	27	factors	factor	NOUN
ajam-245	76	28	.	.	PUNCT
ajam-245	77	1	this	this	PRON
ajam-245	77	2	is	be	AUX
ajam-245	77	3	a	a	DET
ajam-245	77	4	smoothing	smoothing	NOUN
ajam-245	77	5	method	method	NOUN
ajam-245	77	6	with	with	ADP
ajam-245	77	7	two	two	NUM
ajam-245	77	8	parameters	parameter	NOUN
ajam-245	77	9	and	and	CCONJ
ajam-245	77	10	predictions	prediction	NOUN
ajam-245	77	11	are	be	AUX
ajam-245	77	12	made	make	VERB
ajam-245	77	13	through	through	ADP
ajam-245	77	14	following	follow	VERB
ajam-245	77	15	relation	relation	NOUN
ajam-245	77	16	:	:	PUNCT
ajam-245	77	17	yt+k=	yt+k=	NUM
ajam-245	77	18	a(t	a(t	NOUN
ajam-245	77	19	)	)	PUNCT
ajam-245	78	1	+	+	PUNCT
ajam-245	78	2	b(t)k	b(t)k	PROPN
ajam-245	78	3	located	locate	VERB
ajam-245	78	4	on	on	ADP
ajam-245	78	5	trend	trend	NOUN
ajam-245	78	6	with	with	ADP
ajam-245	78	7	a(t	a(t	NOUN
ajam-245	78	8	)	)	PUNCT
ajam-245	78	9	intercept	intercept	NOUN
ajam-245	78	10	and	and	CCONJ
ajam-245	78	11	b(t	b(t	NOUN
ajam-245	78	12	)	)	PUNCT
ajam-245	78	13	slope	slope	NOUN
ajam-245	78	14	.	.	PUNCT
ajam-245	78	15	box	box	NOUN
ajam-245	78	16	-	-	PUNCT
ajam-245	78	17	jenkins	jenkins	PROPN
ajam-245	78	18	stationary	stationary	ADJ
ajam-245	78	19	time	time	NOUN
ajam-245	78	20	series	series	PROPN
ajam-245	78	21	can	can	AUX
ajam-245	78	22	be	be	AUX
ajam-245	78	23	modeled	model	VERB
ajam-245	78	24	in	in	ADP
ajam-245	78	25	different	different	ADJ
ajam-245	78	26	ways	way	NOUN
ajam-245	78	27	.	.	PUNCT
ajam-245	79	1	if	if	SCONJ
ajam-245	79	2	a	a	DET
ajam-245	79	3	time	time	NOUN
ajam-245	79	4	series	series	NOUN
ajam-245	79	5	become	become	VERB
ajam-245	79	6	stationary	stationary	ADJ
ajam-245	79	7	after	after	ADP
ajam-245	79	8	d	d	PROPN
ajam-245	79	9	times	time	NOUN
ajam-245	79	10	of	of	ADP
ajam-245	79	11	difference	difference	NOUN
ajam-245	79	12	then	then	ADV
ajam-245	79	13	modeled	model	VERB
ajam-245	79	14	by	by	ADP
ajam-245	79	15	arima	arima	NOUN
ajam-245	79	16	procedure	procedure	NOUN
ajam-245	79	17	,	,	PUNCT
ajam-245	79	18	the	the	DET
ajam-245	79	19	main	main	ADJ
ajam-245	79	20	time	time	NOUN
ajam-245	79	21	series	series	NOUN
ajam-245	79	22	will	will	AUX
ajam-245	79	23	be	be	AUX
ajam-245	79	24	called	call	VERB
ajam-245	79	25	integrated	integrated	ADJ
ajam-245	79	26	moving	move	VERB
ajam-245	79	27	average	average	ADJ
ajam-245	79	28	autoregressive	autoregressive	ADJ
ajam-245	79	29	time	time	NOUN
ajam-245	79	30	series	series	NOUN
ajam-245	79	31	in	in	ADP
ajam-245	79	32	which	which	PRON
ajam-245	79	33	p	p	NOUN
ajam-245	79	34	is	be	AUX
ajam-245	79	35	the	the	DET
ajam-245	79	36	order	order	NOUN
ajam-245	79	37	of	of	ADP
ajam-245	79	38	autoregressive	autoregressive	ADJ
ajam-245	79	39	and	and	CCONJ
ajam-245	79	40	q	q	NOUN
ajam-245	79	41	is	be	AUX
ajam-245	79	42	the	the	DET
ajam-245	79	43	rank	rank	NOUN
ajam-245	79	44	of	of	ADP
ajam-245	79	45	moving	move	VERB
ajam-245	79	46	average	average	ADJ
ajam-245	79	47	process	process	NOUN
ajam-245	79	48	:	:	PUNCT
ajam-245	80	1	arima	arima	PROPN
ajam-245	80	2	(	(	PUNCT
ajam-245	80	3	p	p	X
ajam-245	80	4	,	,	PUNCT
ajam-245	80	5	d	d	NOUN
ajam-245	80	6	,	,	PUNCT
ajam-245	80	7	q	q	X
ajam-245	80	8	):	):	PUNCT
ajam-245	80	9	yt=	yt=	PROPN
ajam-245	80	10	θ+α1yt-1+β0ut+β1ut-1	θ+α1yt-1+β0ut+β1ut-1	PROPN
ajam-245	80	11	box	box	PROPN
ajam-245	80	12	-	-	PUNCT
ajam-245	80	13	jenkins	jenkins	PROPN
ajam-245	80	14	has	have	VERB
ajam-245	80	15	four	four	NUM
ajam-245	80	16	stages	stage	NOUN
ajam-245	80	17	;	;	PUNCT
ajam-245	80	18	the	the	DET
ajam-245	80	19	first	first	ADJ
ajam-245	80	20	stage	stage	NOUN
ajam-245	80	21	is	be	AUX
ajam-245	80	22	the	the	DET
ajam-245	80	23	identification	identification	NOUN
ajam-245	80	24	stage	stage	NOUN
ajam-245	80	25	in	in	ADP
ajam-245	80	26	which	which	PRON
ajam-245	80	27	the	the	DET
ajam-245	80	28	real	real	ADJ
ajam-245	80	29	values	value	NOUN
ajam-245	80	30	of	of	ADP
ajam-245	80	31	p	p	X
ajam-245	80	32	,	,	PUNCT
ajam-245	80	33	d	d	X
ajam-245	80	34	,	,	PUNCT
ajam-245	80	35	q	q	X
ajam-245	80	36	is	be	AUX
ajam-245	80	37	determined	determine	VERB
ajam-245	80	38	by	by	ADP
ajam-245	80	39	a	a	DET
ajam-245	80	40	single	single	ADJ
ajam-245	80	41	root	root	NOUN
ajam-245	80	42	test	test	NOUN
ajam-245	80	43	or	or	CCONJ
ajam-245	80	44	correlogram	correlogram	NOUN
ajam-245	80	45	.	.	PUNCT
ajam-245	81	1	at	at	ADP
ajam-245	81	2	the	the	DET
ajam-245	81	3	second	second	ADJ
ajam-245	81	4	stage	stage	NOUN
ajam-245	81	5	the	the	DET
ajam-245	81	6	parameters	parameter	NOUN
ajam-245	81	7	of	of	ADP
ajam-245	81	8	the	the	DET
ajam-245	81	9	model	model	NOUN
ajam-245	81	10	are	be	AUX
ajam-245	81	11	estimated	estimate	VERB
ajam-245	81	12	.	.	PUNCT
ajam-245	82	1	third	third	ADJ
ajam-245	82	2	stage	stage	NOUN
ajam-245	82	3	is	be	AUX
ajam-245	82	4	called	call	VERB
ajam-245	82	5	recognition	recognition	NOUN
ajam-245	82	6	control	control	NOUN
ajam-245	82	7	sought	seek	VERB
ajam-245	82	8	after	after	ADP
ajam-245	82	9	choosing	choose	VERB
ajam-245	82	10	of	of	ADP
ajam-245	82	11	a	a	DET
ajam-245	82	12	special	special	ADJ
ajam-245	82	13	model	model	NOUN
ajam-245	82	14	of	of	ADP
ajam-245	82	15	arima	arima	PROPN
ajam-245	82	16	and	and	CCONJ
ajam-245	82	17	estimation	estimation	NOUN
ajam-245	82	18	of	of	ADP
ajam-245	82	19	its	its	PRON
ajam-245	82	20	parameters	parameter	NOUN
ajam-245	82	21	in	in	ADP
ajam-245	82	22	order	order	NOUN
ajam-245	82	23	to	to	PART
ajam-245	82	24	determine	determine	VERB
ajam-245	82	25	that	that	SCONJ
ajam-245	82	26	whether	whether	SCONJ
ajam-245	82	27	it	it	PRON
ajam-245	82	28	appropriately	appropriately	ADV
ajam-245	82	29	fits	fit	VERB
ajam-245	82	30	the	the	DET
ajam-245	82	31	data	datum	NOUN
ajam-245	82	32	since	since	SCONJ
ajam-245	82	33	it	it	PRON
ajam-245	82	34	is	be	AUX
ajam-245	82	35	possible	possible	ADJ
ajam-245	82	36	another	another	DET
ajam-245	82	37	arima	arima	NOUN
ajam-245	82	38	model	model	NOUN
ajam-245	82	39	fits	fit	VERB
ajam-245	82	40	better	well	ADV
ajam-245	82	41	.	.	PUNCT
ajam-245	83	1	for	for	ADP
ajam-245	83	2	this	this	DET
ajam-245	83	3	purpose	purpose	NOUN
ajam-245	83	4	,	,	PUNCT
ajam-245	83	5	we	we	PRON
ajam-245	83	6	can	can	AUX
ajam-245	83	7	use	use	VERB
ajam-245	83	8	function	function	NOUN
ajam-245	83	9	of	of	ADP
ajam-245	83	10	box	box	NOUN
ajam-245	83	11	-	-	PUNCT
ajam-245	83	12	pieres	pieres	PROPN
ajam-245	83	13	(	(	PUNCT
ajam-245	83	14	q	q	NOUN
ajam-245	83	15	)	)	PUNCT
ajam-245	83	16	and	and	CCONJ
ajam-245	83	17	lijang	lijang	PROPN
ajam-245	83	18	-	-	PUNCT
ajam-245	83	19	box	box	PROPN
ajam-245	83	20	(	(	PUNCT
ajam-245	83	21	lb	lb	NOUN
ajam-245	83	22	)	)	PUNCT
ajam-245	83	23	tests	test	NOUN
ajam-245	83	24	.	.	PUNCT
ajam-245	84	1	at	at	ADP
ajam-245	84	2	the	the	DET
ajam-245	84	3	fourth	fourth	ADJ
ajam-245	84	4	stage	stage	NOUN
ajam-245	84	5	the	the	DET
ajam-245	84	6	estimation	estimation	NOUN
ajam-245	84	7	is	be	AUX
ajam-245	84	8	done	do	VERB
ajam-245	84	9	with	with	ADP
ajam-245	84	10	the	the	DET
ajam-245	84	11	best	well	ADV
ajam-245	84	12	selected	select	VERB
ajam-245	84	13	model	model	NOUN
ajam-245	84	14	.	.	PUNCT
ajam-245	85	1	the	the	DET
ajam-245	85	2	predictions	prediction	NOUN
ajam-245	85	3	resulted	result	VERB
ajam-245	85	4	from	from	ADP
ajam-245	85	5	this	this	DET
ajam-245	85	6	model	model	NOUN
ajam-245	85	7	is	be	AUX
ajam-245	85	8	especially	especially	ADV
ajam-245	85	9	for	for	ADP
ajam-245	85	10	short	short	ADJ
ajam-245	85	11	-	-	PUNCT
ajam-245	85	12	term	term	NOUN
ajam-245	85	13	predictions	prediction	NOUN
ajam-245	85	14	and	and	CCONJ
ajam-245	85	15	in	in	ADP
ajam-245	85	16	most	most	ADJ
ajam-245	85	17	cases	case	NOUN
ajam-245	85	18	,	,	PUNCT
ajam-245	85	19	is	be	AUX
ajam-245	85	20	more	more	ADV
ajam-245	85	21	reliable	reliable	ADJ
ajam-245	85	22	than	than	ADP
ajam-245	85	23	traditional	traditional	ADJ
ajam-245	85	24	modeling	modeling	NOUN
ajam-245	85	25	method	method	NOUN
ajam-245	85	26	of	of	ADP
ajam-245	85	27	econometrics	econometric	NOUN
ajam-245	85	28	.	.	PUNCT
ajam-245	86	1	of	of	ADP
ajam-245	86	2	course	course	ADV
ajam-245	86	3	,	,	PUNCT
ajam-245	86	4	it	it	PRON
ajam-245	86	5	is	be	AUX
ajam-245	86	6	necessary	necessary	ADJ
ajam-245	86	7	to	to	PART
ajam-245	86	8	separately	separately	ADV
ajam-245	86	9	judge	judge	VERB
ajam-245	86	10	about	about	ADP
ajam-245	86	11	each	each	DET
ajam-245	86	12	special	special	ADJ
ajam-245	86	13	case	case	NOUN
ajam-245	86	14	(	(	PUNCT
ajam-245	86	15	abrishami	abrishami	NOUN
ajam-245	86	16	,	,	PUNCT
ajam-245	86	17	2006	2006	NUM
ajam-245	86	18	)	)	PUNCT
ajam-245	86	19	.	.	PUNCT
ajam-245	87	1	artificial	artificial	ADJ
ajam-245	87	2	neural	neural	ADJ
ajam-245	87	3	network	network	NOUN
ajam-245	87	4	the	the	DET
ajam-245	87	5	structure	structure	NOUN
ajam-245	87	6	of	of	ADP
ajam-245	87	7	artificial	artificial	ADJ
ajam-245	87	8	neural	neural	ADJ
ajam-245	87	9	networks	network	NOUN
ajam-245	87	10	is	be	AUX
ajam-245	87	11	like	like	ADP
ajam-245	87	12	human	human	NOUN
ajam-245	87	13	's	's	PART
ajam-245	87	14	brain	brain	NOUN
ajam-245	87	15	including	include	VERB
ajam-245	87	16	a	a	DET
ajam-245	87	17	set	set	NOUN
ajam-245	87	18	of	of	ADP
ajam-245	87	19	connected	connected	ADJ
ajam-245	87	20	neurons	neuron	NOUN
ajam-245	87	21	.	.	PUNCT
ajam-245	88	1	each	each	DET
ajam-245	88	2	set	set	NOUN
ajam-245	88	3	is	be	AUX
ajam-245	88	4	called	call	VERB
ajam-245	88	5	a	a	DET
ajam-245	88	6	layer	layer	NOUN
ajam-245	88	7	.	.	PUNCT
ajam-245	89	1	for	for	ADP
ajam-245	89	2	example	example	NOUN
ajam-245	89	3	,	,	PUNCT
ajam-245	89	4	an	an	DET
ajam-245	89	5	ann	ann	PROPN
ajam-245	89	6	consists	consist	VERB
ajam-245	89	7	three	three	NUM
ajam-245	89	8	neural	neural	ADJ
ajam-245	89	9	layers	layer	NOUN
ajam-245	89	10	(	(	PUNCT
ajam-245	89	11	node	node	NOUN
ajam-245	89	12	):	):	PUNCT
ajam-245	89	13	input	input	NOUN
ajam-245	89	14	layer	layer	NOUN
ajam-245	89	15	,	,	PUNCT
ajam-245	89	16	which	which	PRON
ajam-245	89	17	receives	receive	VERB
ajam-245	89	18	outside	outside	ADJ
ajam-245	89	19	information	information	NOUN
ajam-245	89	20	and	and	CCONJ
ajam-245	89	21	acts	act	NOUN
ajam-245	89	22	as	as	ADP
ajam-245	89	23	an	an	DET
ajam-245	89	24	independent	independent	ADJ
ajam-245	89	25	variable	variable	NOUN
ajam-245	89	26	.	.	PUNCT
ajam-245	90	1	so	so	ADV
ajam-245	90	2	,	,	PUNCT
ajam-245	90	3	the	the	DET
ajam-245	90	4	number	number	NOUN
ajam-245	90	5	of	of	ADP
ajam-245	90	6	neurons	neuron	NOUN
ajam-245	90	7	of	of	ADP
ajam-245	90	8	input	input	NOUN
ajam-245	90	9	layer	layer	NOUN
ajam-245	90	10	is	be	AUX
ajam-245	90	11	determined	determine	VERB
ajam-245	90	12	on	on	ADP
ajam-245	90	13	the	the	DET
ajam-245	90	14	basis	basis	NOUN
ajam-245	90	15	of	of	ADP
ajam-245	90	16	nature	nature	NOUN
ajam-245	90	17	of	of	ADP
ajam-245	90	18	the	the	DET
ajam-245	90	19	problem	problem	NOUN
ajam-245	90	20	and	and	CCONJ
ajam-245	90	21	depends	depend	VERB
ajam-245	90	22	on	on	ADP
ajam-245	90	23	the	the	DET
ajam-245	90	24	number	number	NOUN
ajam-245	90	25	of	of	ADP
ajam-245	90	26	independent	independent	ADJ
ajam-245	90	27	variables	variable	NOUN
ajam-245	90	28	.	.	PUNCT
ajam-245	91	1	the	the	DET
ajam-245	91	2	last	last	ADJ
ajam-245	91	3	layer	layer	NOUN
ajam-245	91	4	is	be	AUX
ajam-245	91	5	the	the	DET
ajam-245	91	6	output	output	NOUN
ajam-245	91	7	layer	layer	NOUN
ajam-245	91	8	,	,	PUNCT
ajam-245	91	9	from	from	ADP
ajam-245	91	10	which	which	PRON
ajam-245	91	11	the	the	DET
ajam-245	91	12	solution	solution	NOUN
ajam-245	91	13	of	of	ADP
ajam-245	91	14	the	the	DET
ajam-245	91	15	problem	problem	NOUN
ajam-245	91	16	results	result	VERB
ajam-245	91	17	.	.	PUNCT
ajam-245	92	1	several	several	ADJ
ajam-245	92	2	numbers	number	NOUN
ajam-245	92	3	of	of	ADP
ajam-245	92	4	middle	middle	ADJ
ajam-245	92	5	layers	layer	NOUN
ajam-245	92	6	have	have	AUX
ajam-245	92	7	separated	separate	VERB
ajam-245	92	8	input	input	NOUN
ajam-245	92	9	and	and	CCONJ
ajam-245	92	10	output	output	NOUN
ajam-245	92	11	layers	layer	NOUN
ajam-245	92	12	which	which	PRON
ajam-245	92	13	is	be	AUX
ajam-245	92	14	called	call	VERB
ajam-245	92	15	hidden	hidden	ADJ
ajam-245	92	16	layers	layer	NOUN
ajam-245	92	17	and	and	CCONJ
ajam-245	92	18	are	be	AUX
ajam-245	92	19	merely	merely	ADV
ajam-245	92	20	an	an	DET
ajam-245	92	21	intermediate	intermediate	ADJ
ajam-245	92	22	result	result	NOUN
ajam-245	92	23	in	in	ADP
ajam-245	92	24	calculation	calculation	NOUN
ajam-245	92	25	process	process	NOUN
ajam-245	92	26	of	of	ADP
ajam-245	92	27	output	output	NOUN
ajam-245	92	28	value	value	NOUN
ajam-245	92	29	.	.	PUNCT
ajam-245	93	1	the	the	DET
ajam-245	93	2	nodes	node	NOUN
ajam-245	93	3	have	have	AUX
ajam-245	93	4	been	be	AUX
ajam-245	93	5	connected	connect	VERB
ajam-245	93	6	in	in	ADP
ajam-245	93	7	adjacent	adjacent	ADJ
ajam-245	93	8	of	of	ADP
ajam-245	93	9	the	the	DET
ajam-245	93	10	layers	layer	NOUN
ajam-245	93	11	from	from	ADP
ajam-245	93	12	lower	low	ADJ
ajam-245	93	13	layers	layer	NOUN
ajam-245	93	14	to	to	ADP
ajam-245	93	15	upper	upper	ADJ
ajam-245	93	16	ones	one	NOUN
ajam-245	93	17	by	by	ADP
ajam-245	93	18	a	a	DET
ajam-245	93	19	rotative	rotative	ADJ
ajam-245	93	20	arch	arch	NOUN
ajam-245	93	21	.	.	PUNCT
ajam-245	94	1	there	there	PRON
ajam-245	94	2	is	be	VERB
ajam-245	94	3	no	no	DET
ajam-245	94	4	theoretical	theoretical	ADJ
ajam-245	94	5	principle	principle	NOUN
ajam-245	94	6	for	for	ADP
ajam-245	94	7	determining	determine	VERB
ajam-245	94	8	appropriate	appropriate	ADJ
ajam-245	94	9	number	number	NOUN
ajam-245	94	10	of	of	ADP
ajam-245	94	11	hidden	hide	VERB
ajam-245	94	12	units	unit	NOUN
ajam-245	94	13	or	or	CCONJ
ajam-245	94	14	layers	layer	NOUN
ajam-245	94	15	in	in	ADP
ajam-245	94	16	a	a	DET
ajam-245	94	17	network	network	NOUN
ajam-245	94	18	.	.	PUNCT
ajam-245	95	1	researchers	researcher	NOUN
ajam-245	95	2	have	have	AUX
ajam-245	95	3	used	use	VERB
ajam-245	95	4	different	different	ADJ
ajam-245	95	5	relations	relation	NOUN
ajam-245	95	6	including	include	VERB
ajam-245	95	7	n/2	n/2	PROPN
ajam-245	95	8	,	,	PUNCT
ajam-245	95	9	n	n	CCONJ
ajam-245	95	10	,	,	PUNCT
ajam-245	95	11	2n	2n	NUM
ajam-245	95	12	,	,	PUNCT
ajam-245	95	13	2n+1	2n+1	NOUN
ajam-245	95	14	in	in	ADP
ajam-245	95	15	order	order	NOUN
ajam-245	95	16	to	to	PART
ajam-245	95	17	determine	determine	VERB
ajam-245	95	18	number	number	NOUN
ajam-245	95	19	of	of	ADP
ajam-245	95	20	hidden	hidden	ADJ
ajam-245	95	21	neurons	neuron	NOUN
ajam-245	95	22	.	.	PUNCT
ajam-245	96	1	in	in	ADP
ajam-245	96	2	these	these	DET
ajam-245	96	3	relations	relation	NOUN
ajam-245	96	4	,	,	PUNCT
ajam-245	96	5	n	n	X
ajam-245	96	6	is	be	AUX
ajam-245	96	7	number	number	NOUN
ajam-245	96	8	of	of	ADP
ajam-245	96	9	input	input	NOUN
ajam-245	96	10	neurons	neuron	NOUN
ajam-245	96	11	.	.	PUNCT
ajam-245	97	1	trial	trial	NOUN
ajam-245	97	2	and	and	CCONJ
ajam-245	97	3	error	error	NOUN
ajam-245	97	4	is	be	AUX
ajam-245	97	5	the	the	DET
ajam-245	97	6	best	good	ADJ
ajam-245	97	7	way	way	NOUN
ajam-245	97	8	for	for	ADP
ajam-245	97	9	determining	determine	VERB
ajam-245	97	10	number	number	NOUN
ajam-245	97	11	of	of	ADP
ajam-245	97	12	hidden	hide	VERB
ajam-245	97	13	nodes	node	NOUN
ajam-245	97	14	(	(	PUNCT
ajam-245	97	15	zhang	zhang	X
ajam-245	97	16	et	et	PROPN
ajam-245	97	17	al	al	PROPN
ajam-245	97	18	.	.	PROPN
ajam-245	97	19	,	,	PUNCT
ajam-245	97	20	1999	1999	NUM
ajam-245	97	21	)	)	PUNCT
ajam-245	97	22	.	.	PUNCT
ajam-245	98	1	figure	figure	NOUN
ajam-245	98	2	1	1	NUM
ajam-245	98	3	shows	show	VERB
ajam-245	98	4	the	the	DET
ajam-245	98	5	simplest	simple	ADJ
ajam-245	98	6	node	node	NOUN
ajam-245	98	7	in	in	ADP
ajam-245	98	8	which	which	DET
ajam-245	98	9	sum	sum	NOUN
ajam-245	98	10	of	of	ADP
ajam-245	98	11	n	n	CCONJ
ajam-245	98	12	harmonious	harmonious	ADJ
ajam-245	98	13	inputs	input	NOUN
ajam-245	98	14	enters	enter	VERB
ajam-245	98	15	the	the	DET
ajam-245	98	16	network	network	NOUN
ajam-245	98	17	.	.	PUNCT
ajam-245	99	1	in	in	ADP
ajam-245	99	2	this	this	DET
ajam-245	99	3	research	research	NOUN
ajam-245	99	4	we	we	PRON
ajam-245	99	5	used	use	VERB
ajam-245	99	6	feed	feed	NOUN
ajam-245	99	7	-	-	PUNCT
ajam-245	99	8	back	back	NOUN
ajam-245	99	9	network	network	NOUN
ajam-245	99	10	in	in	ADP
ajam-245	99	11	which	which	PRON
ajam-245	99	12	f	f	PROPN
ajam-245	99	13	is	be	AUX
ajam-245	99	14	output	output	NOUN
ajam-245	99	15	function	function	NOUN
ajam-245	99	16	,	,	PUNCT
ajam-245	99	17	β0	β0	PROPN
ajam-245	99	18	is	be	AUX
ajam-245	99	19	bias	bias	NOUN
ajam-245	99	20	unit	unit	NOUN
ajam-245	99	21	(	(	PUNCT
ajam-245	99	22	equivalent	equivalent	ADJ
ajam-245	99	23	to	to	ADP
ajam-245	99	24	1	1	NUM
ajam-245	99	25	)	)	PUNCT
ajam-245	99	26	,	,	PUNCT
ajam-245	99	27	g	g	PROPN
ajam-245	99	28	is	be	AUX
ajam-245	99	29	output	output	NOUN
ajam-245	99	30	function	function	NOUN
ajam-245	99	31	of	of	ADP
ajam-245	99	32	j	j	PROPN
ajam-245	99	33	units	unit	NOUN
ajam-245	99	34	of	of	ADP
ajam-245	99	35	hidden	hidden	ADJ
ajam-245	99	36	layers	layer	NOUN
ajam-245	99	37	,	,	PUNCT
ajam-245	99	38	γkj	γkj	ADV
ajam-245	99	39	refers	refer	NOUN
ajam-245	99	40	to	to	PART
ajam-245	99	41	input	input	VERB
ajam-245	99	42	weight	weight	NOUN
ajam-245	99	43	of	of	ADP
ajam-245	99	44	k	k	PROPN
ajam-245	99	45	of	of	ADP
ajam-245	99	46	j	j	PROPN
ajam-245	99	47	neuron	neuron	PROPN
ajam-245	99	48	,	,	PUNCT
ajam-245	99	49	βj	βj	PROPN
ajam-245	99	50	is	be	AUX
ajam-245	99	51	output	output	NOUN
ajam-245	99	52	weight	weight	NOUN
ajam-245	99	53	from	from	ADP
ajam-245	99	54	hidden	hidden	ADJ
ajam-245	99	55	layers	layer	NOUN
ajam-245	99	56	in	in	ADP
ajam-245	99	57	output	output	NOUN
ajam-245	99	58	layers	layer	NOUN
ajam-245	99	59	unit	unit	NOUN
ajam-245	99	60	and	and	CCONJ
ajam-245	99	61	x	x	X
ajam-245	99	62	is	be	AUX
ajam-245	99	63	the	the	DET
ajam-245	99	64	input	input	NOUN
ajam-245	99	65	vector	vector	NOUN
ajam-245	99	66	.	.	PUNCT
ajam-245	100	1	f	f	NOUN
ajam-245	100	2	fβo	fβo	VERB
ajam-245	100	3	∑j	∑j	NOUN
ajam-245	100	4	1	1	NUM
ajam-245	100	5	β	β	X
ajam-245	100	6	j	j	X
ajam-245	100	7	g∑k	g∑k	PROPN
ajam-245	100	8	1	1	NUM
ajam-245	100	9	γk	γk	PROPN
ajam-245	100	10	j	j	PROPN
ajam-245	101	1	x	x	X
ajam-245	101	2	j	j	PROPN
ajam-245	101	3	j	j	PROPN
ajam-245	102	1			NUM
ajam-245	102	2	k	k	PROPN
ajam-245	103	1			NOUN
ajam-245	103	2	activation	activation	NOUN
ajam-245	103	3	function	function	NOUN
ajam-245	103	4	determines	determine	VERB
ajam-245	103	5	the	the	DET
ajam-245	103	6	relationship	relationship	NOUN
ajam-245	103	7	between	between	ADP
ajam-245	103	8	inputs	input	NOUN
ajam-245	103	9	and	and	CCONJ
ajam-245	103	10	outputs	output	NOUN
ajam-245	103	11	of	of	ADP
ajam-245	103	12	a	a	DET
ajam-245	103	13	node	node	NOUN
ajam-245	103	14	and	and	CCONJ
ajam-245	103	15	a	a	DET
ajam-245	103	16	network	network	NOUN
ajam-245	103	17	.	.	PUNCT
ajam-245	104	1	it	it	PRON
ajam-245	104	2	is	be	AUX
ajam-245	104	3	possible	possible	ADJ
ajam-245	104	4	that	that	SCONJ
ajam-245	104	5	a	a	DET
ajam-245	104	6	network	network	NOUN
ajam-245	104	7	have	have	VERB
ajam-245	104	8	different	different	ADJ
ajam-245	104	9	activation	activation	NOUN
ajam-245	104	10	functions	function	NOUN
ajam-245	104	11	for	for	ADP
ajam-245	104	12	different	different	ADJ
ajam-245	104	13	nodes	node	NOUN
ajam-245	104	14	at	at	ADP
ajam-245	104	15	the	the	DET
ajam-245	104	16	same	same	ADJ
ajam-245	104	17	or	or	CCONJ
ajam-245	104	18	different	different	ADJ
ajam-245	104	19	layers	layer	NOUN
ajam-245	104	20	,	,	PUNCT
ajam-245	104	21	but	but	CCONJ
ajam-245	104	22	nowadays	nowadays	ADV
ajam-245	104	23	almost	almost	ADV
ajam-245	104	24	all	all	PRON
ajam-245	104	25	researchers	researcher	NOUN
ajam-245	104	26	use	use	VERB
ajam-245	104	27	similar	similar	ADJ
ajam-245	104	28	activation	activation	NOUN
ajam-245	104	29	functions	function	NOUN
ajam-245	104	30	for	for	ADP
ajam-245	104	31	nodes	node	NOUN
ajam-245	104	32	at	at	ADP
ajam-245	104	33	the	the	DET
ajam-245	104	34	same	same	ADJ
ajam-245	104	35	layers	layer	NOUN
ajam-245	104	36	(	(	PUNCT
ajam-245	104	37	zhang	zhang	X
ajam-245	104	38	et	et	PROPN
ajam-245	104	39	al	al	PROPN
ajam-245	104	40	.	.	PROPN
ajam-245	104	41	,	,	PUNCT
ajam-245	104	42	1998	1998	NUM
ajam-245	104	43	)	)	PUNCT
ajam-245	104	44	.	.	PUNCT
ajam-245	105	1	neural	neural	ADJ
ajam-245	105	2	network	network	NOUN
ajam-245	105	3	helps	help	VERB
ajam-245	105	4	the	the	DET
ajam-245	105	5	smallest	small	ADJ
ajam-245	105	6	error	error	NOUN
ajam-245	105	7	of	of	ADP
ajam-245	105	8	prediction	prediction	NOUN
ajam-245	105	9	of	of	ADP
ajam-245	105	10	learning	learn	VERB
ajam-245	105	11	set	set	VERB
ajam-245	105	12	through	through	ADP
ajam-245	105	13	using	use	VERB
ajam-245	105	14	criteria	criterion	NOUN
ajam-245	105	15	such	such	ADJ
ajam-245	105	16	as	as	ADP
ajam-245	105	17	mean	mean	NOUN
ajam-245	105	18	square	square	ADJ
ajam-245	105	19	error	error	NOUN
ajam-245	105	20	and	and	CCONJ
ajam-245	105	21	figure	figure	NOUN
ajam-245	105	22	1	1	NUM
ajam-245	105	23	.	.	PUNCT
ajam-245	106	1	one	one	NUM
ajam-245	106	2	type	type	NOUN
ajam-245	106	3	of	of	ADP
ajam-245	106	4	feed	feed	NOUN
ajam-245	106	5	-	-	PUNCT
ajam-245	106	6	back	back	NOUN
ajam-245	106	7	neural	neural	ADJ
ajam-245	106	8	network	network	NOUN
ajam-245	106	9	.	.	PUNCT
ajam-245	107	1	the	the	DET
ajam-245	107	2	data	datum	NOUN
ajam-245	107	3	should	should	AUX
ajam-245	107	4	be	be	AUX
ajam-245	107	5	normalized	normalize	VERB
ajam-245	107	6	for	for	ADP
ajam-245	107	7	presentation	presentation	NOUN
ajam-245	107	8	by	by	ADP
ajam-245	107	9	using	use	VERB
ajam-245	107	10	following	follow	VERB
ajam-245	107	11	formula	formula	NOUN
ajam-245	107	12	:	:	PUNCT
ajam-245	107	13	ni=	ni=	NOUN
ajam-245	107	14	0.8	0.8	NUM
ajam-245	107	15	×[xi	×[xi	NUM
ajam-245	107	16	-	-	PUNCT
ajam-245	107	17	xmin	xmin	NOUN
ajam-245	107	18	/	/	SYM
ajam-245	107	19	xmaxxmin]+	xmaxxmin]+	PROPN
ajam-245	107	20	0.1	0.1	NUM
ajam-245	107	21	ni	ni	PROPN
ajam-245	107	22	and	and	CCONJ
ajam-245	107	23	xi	xi	PROPN
ajam-245	107	24	represent	represent	VERB
ajam-245	107	25	normalized	normalize	VERB
ajam-245	107	26	and	and	CCONJ
ajam-245	107	27	main	main	ADJ
ajam-245	107	28	data	datum	NOUN
ajam-245	107	29	:	:	PUNCT
ajam-245	107	30	xmin	xmin	PROPN
ajam-245	107	31	and	and	CCONJ
ajam-245	107	32	xmax	xmax	PROPN
ajam-245	107	33	represent	represent	VERB
ajam-245	107	34	minimum	minimum	NOUN
ajam-245	107	35	and	and	CCONJ
ajam-245	107	36	maximum	maximum	NOUN
ajam-245	107	37	of	of	ADP
ajam-245	107	38	data	datum	NOUN
ajam-245	107	39	(	(	PUNCT
ajam-245	107	40	haykin	haykin	PROPN
ajam-245	107	41	,	,	PUNCT
ajam-245	107	42	1994	1994	NUM
ajam-245	107	43	)	)	PUNCT
ajam-245	107	44	.	.	PUNCT
ajam-245	108	1	data	datum	NOUN
ajam-245	108	2	normalization	normalization	NOUN
ajam-245	108	3	at	at	ADP
ajam-245	108	4	the	the	DET
ajam-245	108	5	meaning	meaning	NOUN
ajam-245	108	6	of	of	ADP
ajam-245	108	7	preprocessing	preprocessing	NOUN
ajam-245	108	8	and	and	CCONJ
ajam-245	108	9	post	post	NOUN
ajam-245	108	10	processing	processing	NOUN
ajam-245	108	11	improves	improve	VERB
ajam-245	108	12	the	the	DET
ajam-245	108	13	performance	performance	NOUN
ajam-245	108	14	of	of	ADP
ajam-245	108	15	the	the	DET
ajam-245	108	16	network	network	NOUN
ajam-245	108	17	.	.	PUNCT
ajam-245	109	1	data	datum	NOUN
ajam-245	109	2	are	be	AUX
ajam-245	109	3	usually	usually	ADV
ajam-245	109	4	preprocessed	preprocesse	VERB
ajam-245	109	5	before	before	ADP
ajam-245	109	6	learning	learn	VERB
ajam-245	109	7	of	of	ADP
ajam-245	109	8	the	the	DET
ajam-245	109	9	network	network	NOUN
ajam-245	109	10	meaning	meaning	NOUN
ajam-245	109	11	exercising	exercise	VERB
ajam-245	109	12	some	some	DET
ajam-245	109	13	conversions	conversion	NOUN
ajam-245	109	14	on	on	ADP
ajam-245	109	15	inputs	input	NOUN
ajam-245	109	16	and	and	CCONJ
ajam-245	109	17	outputs	output	NOUN
ajam-245	109	18	of	of	ADP
ajam-245	109	19	the	the	DET
ajam-245	109	20	network	network	NOUN
ajam-245	109	21	in	in	ADP
ajam-245	109	22	order	order	NOUN
ajam-245	109	23	to	to	PART
ajam-245	109	24	extract	extract	VERB
ajam-245	109	25	the	the	DET
ajam-245	109	26	properties	property	NOUN
ajam-245	109	27	from	from	ADP
ajam-245	109	28	the	the	DET
ajam-245	109	29	inputs	input	NOUN
ajam-245	109	30	and	and	CCONJ
ajam-245	109	31	change	change	NOUN
ajam-245	109	32	of	of	ADP
ajam-245	109	33	the	the	DET
ajam-245	109	34	output	output	NOUN
ajam-245	109	35	to	to	ADP
ajam-245	109	36	a	a	DET
ajam-245	109	37	more	more	ADV
ajam-245	109	38	understandable	understandable	ADJ
ajam-245	109	39	form	form	NOUN
ajam-245	109	40	for	for	ADP
ajam-245	109	41	the	the	DET
ajam-245	109	42	network	network	NOUN
ajam-245	109	43	.	.	PUNCT
ajam-245	110	1	inputs	input	NOUN
ajam-245	110	2	of	of	ADP
ajam-245	110	3	the	the	DET
ajam-245	110	4	network	network	NOUN
ajam-245	110	5	are	be	AUX
ajam-245	110	6	changed	change	VERB
ajam-245	110	7	to	to	ADP
ajam-245	110	8	their	their	PRON
ajam-245	110	9	primary	primary	ADJ
ajam-245	110	10	form	form	NOUN
ajam-245	110	11	,	,	PUNCT
ajam-245	110	12	referred	refer	VERB
ajam-245	110	13	to	to	PART
ajam-245	110	14	post	post	VERB
ajam-245	110	15	processing	processing	NOUN
ajam-245	110	16	,	,	PUNCT
ajam-245	110	17	after	after	ADP
ajam-245	110	18	learning	learning	NOUN
ajam-245	110	19	and	and	CCONJ
ajam-245	110	20	extraction	extraction	NOUN
ajam-245	110	21	of	of	ADP
ajam-245	110	22	results	result	NOUN
ajam-245	110	23	from	from	ADP
ajam-245	110	24	the	the	DET
ajam-245	110	25	network	network	NOUN
ajam-245	110	26	.	.	PUNCT
ajam-245	111	1	compare	compare	VERB
ajam-245	111	2	of	of	ADP
ajam-245	111	3	prediction	prediction	NOUN
ajam-245	111	4	methods	method	NOUN
ajam-245	111	5	criteria	criterion	NOUN
ajam-245	111	6	such	such	ADJ
ajam-245	111	7	as	as	ADP
ajam-245	111	8	mape	mape	NOUN
ajam-245	111	9	and	and	CCONJ
ajam-245	111	10	mae	mae	PROPN
ajam-245	111	11	are	be	AUX
ajam-245	111	12	used	use	VERB
ajam-245	111	13	for	for	ADP
ajam-245	111	14	examining	examine	VERB
ajam-245	111	15	of	of	ADP
ajam-245	111	16	prediction	prediction	NOUN
ajam-245	111	17	power	power	NOUN
ajam-245	111	18	.	.	PUNCT
ajam-245	112	1	mean	mean	VERB
ajam-245	112	2	absolute	absolute	ADJ
ajam-245	112	3	error	error	NOUN
ajam-245	112	4	mae	mae	PROPN
ajam-245	112	5			PROPN
ajam-245	112	6	∑	∑	PUNCT
ajam-245	112	7	e	e	VERB
ajam-245	112	8	i	i	PRON
ajam-245	112	9	n	n	ADV
ajam-245	112	10	mean	mean	VERB
ajam-245	112	11	square	square	ADJ
ajam-245	112	12	error	error	NOUN
ajam-245	112	13	mse	mse	NOUN
ajam-245	112	14			NUM
ajam-245	112	15	∑	∑	PUNCT
ajam-245	113	1	e	e	VERB
ajam-245	113	2	i	i	PROPN
ajam-245	113	3	2	2	NUM
ajam-245	113	4	n	n	PRON
ajam-245	113	5	mean	mean	VERB
ajam-245	113	6	absolute	absolute	ADJ
ajam-245	113	7	percent	percent	NOUN
ajam-245	113	8	error	error	NOUN
ajam-245	113	9	n	n	PROPN
ajam-245	113	10	y	y	PROPN
ajam-245	113	11	n	n	ADV
ajam-245	113	12	∑	∑	ADP
ajam-245	113	13	mape	mape	PROPN
ajam-245	113	14	1	1	NUM
ajam-245	113	15	e	e	NOUN
ajam-245	113	16	i	i	PRON
ajam-245	113	17	i1	i1	VERB
ajam-245	113	18	i	i	PRON
ajam-245	113	19	in	in	ADP
ajam-245	113	20	these	these	DET
ajam-245	113	21	relations	relation	NOUN
ajam-245	113	22	,	,	PUNCT
ajam-245	113	23	n	n	X
ajam-245	113	24	is	be	AUX
ajam-245	113	25	the	the	DET
ajam-245	113	26	number	number	NOUN
ajam-245	113	27	of	of	ADP
ajam-245	113	28	predictions	prediction	NOUN
ajam-245	113	29	,	,	PUNCT
ajam-245	113	30	is	be	AUX
ajam-245	113	31	the	the	DET
ajam-245	113	32	prediction	prediction	NOUN
ajam-245	113	33	error	error	NOUN
ajam-245	113	34	obtained	obtain	VERB
ajam-245	113	35	from	from	ADP
ajam-245	113	36	the	the	DET
ajam-245	113	37	difference	difference	NOUN
ajam-245	113	38	between	between	ADP
ajam-245	113	39	predicted	predict	VERB
ajam-245	113	40	and	and	CCONJ
ajam-245	113	41	real	real	ADJ
ajam-245	113	42	values	value	NOUN
ajam-245	113	43	.	.	PUNCT
ajam-245	114	1	a	a	DET
ajam-245	114	2	mape	mape	NOUN
ajam-245	114	3	criterion	criterion	NOUN
ajam-245	114	4	is	be	AUX
ajam-245	114	5	one	one	NUM
ajam-245	114	6	of	of	ADP
ajam-245	114	7	the	the	DET
ajam-245	114	8	percent	percent	NOUN
ajam-245	114	9	error	error	NOUN
ajam-245	114	10	criterions	criterion	NOUN
ajam-245	114	11	which	which	PRON
ajam-245	114	12	is	be	AUX
ajam-245	114	13	more	more	ADV
ajam-245	114	14	desired	desire	VERB
ajam-245	114	15	and	and	CCONJ
ajam-245	114	16	is	be	AUX
ajam-245	114	17	one	one	NUM
ajam-245	114	18	of	of	ADP
ajam-245	114	19	the	the	DET
ajam-245	114	20	most	most	ADV
ajam-245	114	21	applied	apply	VERB
ajam-245	114	22	unit	unit	NOUN
ajam-245	114	23	-	-	PUNCT
ajam-245	114	24	less	less	ADJ
ajam-245	114	25	criteria	criterion	NOUN
ajam-245	114	26	.	.	PUNCT
ajam-245	115	1	a	a	DET
ajam-245	115	2	single	single	ADJ
ajam-245	115	3	error	error	NOUN
ajam-245	115	4	criterion	criterion	NOUN
ajam-245	115	5	such	such	ADJ
ajam-245	115	6	as	as	ADP
ajam-245	115	7	mape	mape	NOUN
ajam-245	115	8	is	be	AUX
ajam-245	115	9	mostly	mostly	ADV
ajam-245	115	10	used	use	VERB
ajam-245	115	11	for	for	ADP
ajam-245	115	12	comparing	compare	VERB
ajam-245	115	13	several	several	ADJ
ajam-245	115	14	time	time	NOUN
ajam-245	115	15	series	series	NOUN
ajam-245	115	16	with	with	ADP
ajam-245	115	17	different	different	ADJ
ajam-245	115	18	measures	measure	NOUN
ajam-245	115	19	(	(	PUNCT
ajam-245	115	20	najafi	najafi	NOUN
ajam-245	115	21	and	and	CCONJ
ajam-245	115	22	tarazkar	tarazkar	PROPN
ajam-245	115	23	,	,	PUNCT
ajam-245	115	24	2006	2006	NUM
ajam-245	115	25	)	)	PUNCT
ajam-245	115	26	.	.	PUNCT
ajam-245	116	1	results	result	NOUN
ajam-245	116	2	and	and	CCONJ
ajam-245	116	3	discussion	discussion	NOUN
ajam-245	116	4	exponential	exponential	NOUN
ajam-245	116	5	smoothing	smoothing	NOUN
ajam-245	116	6	model	model	NOUN
ajam-245	116	7	single	single	ADJ
ajam-245	116	8	exponential	exponential	NOUN
ajam-245	116	9	smoothing	smoothing	NOUN
ajam-245	116	10	with	with	ADP
ajam-245	116	11	linear	linear	ADJ
ajam-245	116	12	trend	trend	NOUN
ajam-245	116	13	method	method	NOUN
ajam-245	116	14	has	have	AUX
ajam-245	116	15	been	be	AUX
ajam-245	116	16	used	use	VERB
ajam-245	116	17	in	in	ADP
ajam-245	116	18	this	this	DET
ajam-245	116	19	study	study	NOUN
ajam-245	116	20	which	which	PRON
ajam-245	116	21	is	be	AUX
ajam-245	116	22	the	the	DET
ajam-245	116	23	same	same	ADJ
ajam-245	116	24	as	as	ADP
ajam-245	116	25	holtwinters	holtwinter	NOUN
ajam-245	116	26	'	'	PART
ajam-245	116	27	non	non	ADJ
ajam-245	116	28	-	-	ADJ
ajam-245	116	29	seasonal	seasonal	ADJ
ajam-245	116	30	method	method	NOUN
ajam-245	116	31	.	.	PUNCT
ajam-245	117	1	this	this	DET
ajam-245	117	2	method	method	NOUN
ajam-245	117	3	has	have	AUX
ajam-245	117	4	been	be	AUX
ajam-245	117	5	selected	select	VERB
ajam-245	117	6	considering	consider	VERB
ajam-245	117	7	nature	nature	NOUN
ajam-245	117	8	of	of	ADP
ajam-245	117	9	data	datum	NOUN
ajam-245	117	10	which	which	PRON
ajam-245	117	11	is	be	AUX
ajam-245	117	12	annually	annually	ADV
ajam-245	117	13	with	with	ADP
ajam-245	117	14	a	a	DET
ajam-245	117	15	linear	linear	ADJ
ajam-245	117	16	trend	trend	NOUN
ajam-245	117	17	and	and	CCONJ
ajam-245	117	18	also	also	ADV
ajam-245	117	19	mape	mape	NOUN
ajam-245	117	20	criterion	criterion	NOUN
ajam-245	117	21	at	at	ADP
ajam-245	117	22	the	the	DET
ajam-245	117	23	evaluation	evaluation	NOUN
ajam-245	117	24	stage	stage	NOUN
ajam-245	117	25	of	of	ADP
ajam-245	117	26	the	the	DET
ajam-245	117	27	model	model	NOUN
ajam-245	117	28	by	by	ADP
ajam-245	117	29	winqsb	winqsb	NOUN
ajam-245	117	30	.	.	PUNCT
ajam-245	118	1	modeling	modeling	NOUN
ajam-245	118	2	has	have	AUX
ajam-245	118	3	been	be	AUX
ajam-245	118	4	done	do	VERB
ajam-245	118	5	considering	consider	VERB
ajam-245	118	6	data	datum	NOUN
ajam-245	118	7	of	of	ADP
ajam-245	118	8	the	the	DET
ajam-245	118	9	period	period	NOUN
ajam-245	118	10	1936	1936	NUM
ajam-245	118	11	to	to	ADP
ajam-245	118	12	1996	1996	NUM
ajam-245	118	13	;	;	PUNCT
ajam-245	118	14	smoothing	smooth	VERB
ajam-245	118	15	parameters	parameter	NOUN
ajam-245	118	16	and	and	CCONJ
ajam-245	118	17	error	error	NOUN
ajam-245	118	18	criteria	criterion	NOUN
ajam-245	118	19	have	have	AUX
ajam-245	118	20	been	be	AUX
ajam-245	118	21	listed	list	VERB
ajam-245	118	22	in	in	ADP
ajam-245	118	23	table	table	NOUN
ajam-245	118	24	1	1	NUM
ajam-245	118	25	.	.	PUNCT
ajam-245	119	1	the	the	DET
ajam-245	119	2	goal	goal	NOUN
ajam-245	119	3	of	of	ADP
ajam-245	119	4	model	model	NOUN
ajam-245	119	5	validation	validation	NOUN
ajam-245	119	6	is	be	AUX
ajam-245	119	7	to	to	PART
ajam-245	119	8	show	show	VERB
ajam-245	119	9	that	that	SCONJ
ajam-245	119	10	the	the	DET
ajam-245	119	11	constructed	construct	VERB
ajam-245	119	12	model	model	NOUN
ajam-245	119	13	has	have	VERB
ajam-245	119	14	the	the	DET
ajam-245	119	15	capability	capability	NOUN
ajam-245	119	16	for	for	ADP
ajam-245	119	17	producing	produce	VERB
ajam-245	119	18	data	datum	NOUN
ajam-245	119	19	acceptable	acceptable	ADJ
ajam-245	119	20	for	for	ADP
ajam-245	119	21	future	future	NOUN
ajam-245	119	22	.	.	PUNCT
ajam-245	120	1	data	datum	NOUN
ajam-245	120	2	used	use	VERB
ajam-245	120	3	in	in	ADP
ajam-245	120	4	this	this	DET
ajam-245	120	5	stage	stage	NOUN
ajam-245	120	6	relate	relate	VERB
ajam-245	120	7	to	to	ADP
ajam-245	120	8	table	table	NOUN
ajam-245	120	9	1	1	NUM
ajam-245	120	10	.	.	PUNCT
ajam-245	120	11	smoothing	smooth	VERB
ajam-245	120	12	parameters	parameter	NOUN
ajam-245	120	13	and	and	CCONJ
ajam-245	120	14	error	error	NOUN
ajam-245	120	15	criteria	criterion	NOUN
ajam-245	120	16	of	of	ADP
ajam-245	120	17	modeling	modeling	NOUN
ajam-245	120	18	and	and	CCONJ
ajam-245	120	19	model	model	NOUN
ajam-245	120	20	validation	validation	NOUN
ajam-245	120	21	stages	stage	NOUN
ajam-245	120	22	.	.	PUNCT
ajam-245	121	1	sub	sub	NOUN
ajam-245	121	2	sector	sector	NOUN
ajam-245	121	3	α	α	PROPN
ajam-245	121	4	(	(	PUNCT
ajam-245	121	5	average	average	ADJ
ajam-245	121	6	)	)	PUNCT
ajam-245	121	7	β	β	NOUN
ajam-245	121	8	(	(	PUNCT
ajam-245	121	9	trend	trend	NOUN
ajam-245	121	10	)	)	PUNCT
ajam-245	121	11	map	map	NOUN
ajam-245	121	12	mse	mse	PROPN
ajam-245	121	13	mae	mae	PROPN
ajam-245	121	14	agronomy	agronomy	NOUN
ajam-245	121	15	0.92	0.92	NUM
ajam-245	121	16	0.08	0.08	NUM
ajam-245	121	17	8.9	8.9	NUM
ajam-245	121	18	547149.6	547149.6	NUM
ajam-245	121	19	544.33	544.33	NUM
ajam-245	121	20	animal	animal	NOUN
ajam-245	121	21	husbandry	husbandry	NOUN
ajam-245	121	22	0.85	0.85	NUM
ajam-245	121	23	0.61	0.61	NUM
ajam-245	121	24	5.01	5.01	NUM
ajam-245	121	25	113588.1	113588.1	NUM
ajam-245	121	26	225.012	225.012	NUM
ajam-245	121	27	fishery	fishery	NOUN
ajam-245	121	28	1	1	NUM
ajam-245	121	29	0.19	0.19	NUM
ajam-245	121	30	10.6	10.6	NUM
ajam-245	121	31	11707	11707	NUM
ajam-245	121	32	57.13	57.13	NUM
ajam-245	121	33	model	model	NOUN
ajam-245	121	34	fitting	fitting	ADJ
ajam-245	121	35	forestry	forestry	NOUN
ajam-245	121	36	1	1	NUM
ajam-245	121	37	0.01	0.01	NUM
ajam-245	121	38	14.9	14.9	NUM
ajam-245	121	39	1585.24	1585.24	NUM
ajam-245	121	40	22.49	22.49	NUM
ajam-245	121	41	agronomy	agronomy	NOUN
ajam-245	121	42	0.92	0.92	NUM
ajam-245	121	43	0.08	0.08	NUM
ajam-245	121	44	6.3	6.3	NUM
ajam-245	121	45	4385428	4385428	NUM
ajam-245	121	46	1761.22	1761.22	NUM
ajam-245	121	47	animal	animal	NOUN
ajam-245	121	48	husbandry	husbandry	NOUN
ajam-245	121	49	0.85	0.85	NUM
ajam-245	121	50	0.61	0.61	NUM
ajam-245	121	51	2.4	2.4	NUM
ajam-245	121	52	222237.7	222237.7	NUM
ajam-245	121	53	368.82	368.82	NUM
ajam-245	121	54	fishery	fishery	NOUN
ajam-245	121	55	1	1	NUM
ajam-245	121	56	0.19	0.19	NUM
ajam-245	121	57	15.3	15.3	NUM
ajam-245	121	58	38277.46	38277.46	NUM
ajam-245	121	59	182.45	182.45	NUM
ajam-245	121	60	model	model	NOUN
ajam-245	121	61	validation	validation	NOUN
ajam-245	121	62	forestry	forestry	NOUN
ajam-245	121	63	1	1	NUM
ajam-245	121	64	0.01	0.01	NUM
ajam-245	121	65	13.1	13.1	NUM
ajam-245	121	66	11214.39	11214.39	NUM
ajam-245	121	67	83.63	83.63	NUM
ajam-245	121	68	1997	1997	NUM
ajam-245	121	69	2005	2005	NUM
ajam-245	121	70	period	period	NOUN
ajam-245	121	71	which	which	PRON
ajam-245	121	72	was	be	AUX
ajam-245	121	73	regarded	regard	VERB
ajam-245	121	74	as	as	ADP
ajam-245	121	75	out	out	ADP
ajam-245	121	76	of	of	ADP
ajam-245	121	77	sample	sample	NOUN
ajam-245	121	78	data	datum	NOUN
ajam-245	121	79	at	at	ADP
ajam-245	121	80	modeling	modeling	NOUN
ajam-245	121	81	stage	stage	NOUN
ajam-245	121	82	.	.	PUNCT
ajam-245	122	1	considering	consider	VERB
ajam-245	122	2	the	the	DET
ajam-245	122	3	less	less	ADJ
ajam-245	122	4	amount	amount	NOUN
ajam-245	122	5	of	of	ADP
ajam-245	122	6	mean	mean	ADJ
ajam-245	122	7	absolute	absolute	ADJ
ajam-245	122	8	value	value	NOUN
ajam-245	122	9	percent	percent	NOUN
ajam-245	122	10	error	error	NOUN
ajam-245	122	11	,	,	PUNCT
ajam-245	122	12	it	it	PRON
ajam-245	122	13	is	be	AUX
ajam-245	122	14	evident	evident	ADJ
ajam-245	122	15	that	that	SCONJ
ajam-245	122	16	exponential	exponential	ADJ
ajam-245	122	17	smoothing	smoothing	NOUN
ajam-245	122	18	method	method	NOUN
ajam-245	122	19	has	have	AUX
ajam-245	122	20	presented	present	VERB
ajam-245	122	21	very	very	ADV
ajam-245	122	22	good	good	ADJ
ajam-245	122	23	results	result	NOUN
ajam-245	122	24	in	in	ADP
ajam-245	122	25	both	both	DET
ajam-245	122	26	stages	stage	NOUN
ajam-245	122	27	.	.	PUNCT
ajam-245	123	1	box	box	NOUN
ajam-245	123	2	-	-	PUNCT
ajam-245	123	3	jenkins	jenkins	PROPN
ajam-245	123	4	model	model	PROPN
ajam-245	123	5	augmented	augment	VERB
ajam-245	123	6	dickey	dickey	PROPN
ajam-245	123	7	-	-	PUNCT
ajam-245	123	8	fuller	full	ADJ
ajam-245	123	9	test	test	NOUN
ajam-245	123	10	statistic	statistic	NOUN
ajam-245	123	11	was	be	AUX
ajam-245	123	12	used	use	VERB
ajam-245	123	13	in	in	ADP
ajam-245	123	14	order	order	NOUN
ajam-245	123	15	to	to	PART
ajam-245	123	16	survey	survey	VERB
ajam-245	123	17	the	the	DET
ajam-245	123	18	static	static	ADJ
ajam-245	123	19	mode	mode	NOUN
ajam-245	123	20	of	of	ADP
ajam-245	123	21	time	time	NOUN
ajam-245	123	22	series	series	NOUN
ajam-245	123	23	.	.	PUNCT
ajam-245	124	1	in	in	ADP
ajam-245	124	2	this	this	DET
ajam-245	124	3	test	test	NOUN
ajam-245	124	4	,	,	PUNCT
ajam-245	124	5	the	the	DET
ajam-245	124	6	equation	equation	NOUN
ajam-245	124	7	∆yt=	∆yt=	VERB
ajam-245	124	8	α	α	X
ajam-245	125	1	+	+	NOUN
ajam-245	125	2	βt+δyt-1+vt	βt+δyt-1+vt	NOUN
ajam-245	125	3	is	be	AUX
ajam-245	125	4	tested	test	VERB
ajam-245	125	5	through	through	ADP
ajam-245	125	6	adding	add	VERB
ajam-245	125	7	∆y	∆y	PROPN
ajam-245	125	8	breaks	break	NOUN
ajam-245	125	9	in	in	ADP
ajam-245	125	10	order	order	NOUN
ajam-245	125	11	to	to	PART
ajam-245	125	12	omit	omit	VERB
ajam-245	125	13	correlation	correlation	NOUN
ajam-245	125	14	of	of	ADP
ajam-245	125	15	estimation	estimation	NOUN
ajam-245	125	16	disorder	disorder	NOUN
ajam-245	125	17	sentences	sentence	NOUN
ajam-245	125	18	and	and	CCONJ
ajam-245	125	19	being	be	AUX
ajam-245	125	20	zero	zero	NUM
ajam-245	125	21	of	of	ADP
ajam-245	125	22	α	α	PROPN
ajam-245	125	23	,	,	PUNCT
ajam-245	125	24	β	β	X
ajam-245	125	25	,	,	PUNCT
ajam-245	125	26	δ	δ	PROPN
ajam-245	125	27	.	.	PUNCT
ajam-245	126	1	results	result	NOUN
ajam-245	126	2	of	of	ADP
ajam-245	126	3	the	the	DET
ajam-245	126	4	test	test	NOUN
ajam-245	126	5	demonstrate	demonstrate	NOUN
ajam-245	126	6	that	that	SCONJ
ajam-245	126	7	none	none	NOUN
ajam-245	126	8	of	of	ADP
ajam-245	126	9	the	the	DET
ajam-245	126	10	variables	variable	NOUN
ajam-245	126	11	are	be	AUX
ajam-245	126	12	at	at	ADP
ajam-245	126	13	static	static	ADJ
ajam-245	126	14	level	level	NOUN
ajam-245	126	15	but	but	CCONJ
ajam-245	126	16	they	they	PRON
ajam-245	126	17	reach	reach	VERB
ajam-245	126	18	static	static	ADJ
ajam-245	126	19	level	level	NOUN
ajam-245	126	20	after	after	ADP
ajam-245	126	21	one	one	NUM
ajam-245	126	22	time	time	NOUN
ajam-245	126	23	of	of	ADP
ajam-245	126	24	differentiation	differentiation	NOUN
ajam-245	126	25	(	(	PUNCT
ajam-245	126	26	noferesti	noferesti	NOUN
ajam-245	126	27	,	,	PUNCT
ajam-245	126	28	1999	1999	NUM
ajam-245	126	29	)	)	PUNCT
ajam-245	126	30	.	.	PUNCT
ajam-245	127	1	we	we	PRON
ajam-245	127	2	determine	determine	VERB
ajam-245	127	3	the	the	DET
ajam-245	127	4	number	number	NOUN
ajam-245	127	5	of	of	ADP
ajam-245	127	6	autoregressive	autoregressive	ADJ
ajam-245	127	7	sentences	sentence	NOUN
ajam-245	127	8	(	(	PUNCT
ajam-245	127	9	p	p	NOUN
ajam-245	127	10	)	)	PUNCT
ajam-245	127	11	and	and	CCONJ
ajam-245	127	12	number	number	NOUN
ajam-245	127	13	of	of	ADP
ajam-245	127	14	motion	motion	NOUN
ajam-245	127	15	mean	mean	NOUN
ajam-245	127	16	sentences	sentence	NOUN
ajam-245	127	17	(	(	PUNCT
ajam-245	127	18	q	q	X
ajam-245	127	19	)	)	PUNCT
ajam-245	127	20	in	in	ADP
ajam-245	127	21	order	order	NOUN
ajam-245	127	22	to	to	PART
ajam-245	127	23	predict	predict	VERB
ajam-245	127	24	with	with	ADP
ajam-245	127	25	arima	arima	NOUN
ajam-245	127	26	procedure	procedure	NOUN
ajam-245	127	27	after	after	ADP
ajam-245	127	28	determination	determination	NOUN
ajam-245	127	29	of	of	ADP
ajam-245	127	30	static	static	ADJ
ajam-245	127	31	level	level	NOUN
ajam-245	127	32	of	of	ADP
ajam-245	127	33	the	the	DET
ajam-245	127	34	variables	variable	NOUN
ajam-245	127	35	which	which	PRON
ajam-245	127	36	requires	require	VERB
ajam-245	127	37	trial	trial	NOUN
ajam-245	127	38	and	and	CCONJ
ajam-245	127	39	error	error	NOUN
ajam-245	127	40	and	and	CCONJ
ajam-245	127	41	examining	examining	NOUN
ajam-245	127	42	of	of	ADP
ajam-245	127	43	different	different	ADJ
ajam-245	127	44	models	model	NOUN
ajam-245	127	45	.	.	PUNCT
ajam-245	128	1	schouarts	schouart	NOUN
ajam-245	128	2	-	-	PUNCT
ajam-245	128	3	bazin	bazin	PROPN
ajam-245	128	4	values	value	NOUN
ajam-245	128	5	is	be	AUX
ajam-245	128	6	one	one	NUM
ajam-245	128	7	of	of	ADP
ajam-245	128	8	the	the	DET
ajam-245	128	9	criteria	criterion	NOUN
ajam-245	128	10	that	that	PRON
ajam-245	128	11	helped	help	VERB
ajam-245	128	12	us	we	PRON
ajam-245	128	13	in	in	ADP
ajam-245	128	14	choosing	choose	VERB
ajam-245	128	15	the	the	DET
ajam-245	128	16	model	model	NOUN
ajam-245	128	17	,	,	PUNCT
ajam-245	128	18	the	the	DET
ajam-245	128	19	best	good	ADJ
ajam-245	128	20	model	model	NOUN
ajam-245	128	21	is	be	AUX
ajam-245	128	22	selected	select	VERB
ajam-245	128	23	considering	consider	VERB
ajam-245	128	24	the	the	DET
ajam-245	128	25	smaller	small	ADJ
ajam-245	128	26	values	value	NOUN
ajam-245	128	27	and	and	CCONJ
ajam-245	128	28	also	also	ADV
ajam-245	128	29	remainders	remainder	NOUN
ajam-245	128	30	test	test	VERB
ajam-245	128	31	by	by	ADP
ajam-245	128	32	q	q	PROPN
ajam-245	128	33	box	box	PROPN
ajam-245	128	34	-	-	PUNCT
ajam-245	128	35	pieres	pieres	PROPN
ajam-245	128	36	test	test	NOUN
ajam-245	128	37	function	function	NOUN
ajam-245	128	38	.	.	PUNCT
ajam-245	129	1	also	also	ADV
ajam-245	129	2	,	,	PUNCT
ajam-245	129	3	it	it	PRON
ajam-245	129	4	is	be	AUX
ajam-245	129	5	necessary	necessary	ADJ
ajam-245	129	6	to	to	PART
ajam-245	129	7	take	take	VERB
ajam-245	129	8	into	into	ADP
ajam-245	129	9	account	account	NOUN
ajam-245	129	10	the	the	DET
ajam-245	129	11	meaningfulness	meaningfulness	NOUN
ajam-245	129	12	of	of	ADP
ajam-245	129	13	ar	ar	PROPN
ajam-245	129	14	and	and	CCONJ
ajam-245	129	15	ma	ma	PROPN
ajam-245	129	16	correlations	correlation	NOUN
ajam-245	129	17	and	and	CCONJ
ajam-245	129	18	also	also	ADV
ajam-245	129	19	the	the	DET
ajam-245	129	20	value	value	NOUN
ajam-245	129	21	of	of	ADP
ajam-245	129	22	r	r	NOUN
ajam-245	129	23	2	2	NUM
ajam-245	129	24	.	.	PUNCT
ajam-245	130	1	after	after	ADP
ajam-245	130	2	estimation	estimation	NOUN
ajam-245	130	3	of	of	ADP
ajam-245	130	4	arima	arima	NOUN
ajam-245	130	5	models	model	NOUN
ajam-245	130	6	for	for	ADP
ajam-245	130	7	each	each	PRON
ajam-245	130	8	of	of	ADP
ajam-245	130	9	the	the	DET
ajam-245	130	10	agricultural	agricultural	ADJ
ajam-245	130	11	subsections	subsection	NOUN
ajam-245	130	12	by	by	ADP
ajam-245	130	13	using	use	VERB
ajam-245	130	14	sample	sample	NOUN
ajam-245	130	15	period	period	NOUN
ajam-245	130	16	of	of	ADP
ajam-245	130	17	1936	1936	NUM
ajam-245	130	18	1996	1996	NUM
ajam-245	130	19	,	,	PUNCT
ajam-245	130	20	prediction	prediction	NOUN
ajam-245	130	21	was	be	AUX
ajam-245	130	22	made	make	VERB
ajam-245	130	23	for	for	ADP
ajam-245	130	24	out	out	ADP
ajam-245	130	25	of	of	ADP
ajam-245	130	26	sample	sample	NOUN
ajam-245	130	27	data	datum	NOUN
ajam-245	130	28	until	until	ADP
ajam-245	130	29	2005	2005	NUM
ajam-245	130	30	and	and	CCONJ
ajam-245	130	31	error	error	NOUN
ajam-245	130	32	criteria	criterion	NOUN
ajam-245	130	33	of	of	ADP
ajam-245	130	34	modeling	model	VERB
ajam-245	130	35	stage	stage	NOUN
ajam-245	130	36	were	be	AUX
ajam-245	130	37	estimated	estimate	VERB
ajam-245	130	38	.	.	PUNCT
ajam-245	131	1	then	then	ADV
ajam-245	131	2	,	,	PUNCT
ajam-245	131	3	error	error	NOUN
ajam-245	131	4	criteria	criterion	NOUN
ajam-245	131	5	of	of	ADP
ajam-245	131	6	model	model	NOUN
ajam-245	131	7	validation	validation	NOUN
ajam-245	131	8	stage	stage	NOUN
ajam-245	131	9	were	be	AUX
ajam-245	131	10	calculated	calculate	VERB
ajam-245	131	11	again	again	ADV
ajam-245	131	12	through	through	ADP
ajam-245	131	13	using	use	VERB
ajam-245	131	14	real	real	ADJ
ajam-245	131	15	available	available	ADJ
ajam-245	131	16	data	datum	NOUN
ajam-245	131	17	for	for	ADP
ajam-245	131	18	1997	1997	NUM
ajam-245	131	19	2005	2005	NUM
ajam-245	131	20	periods	period	NOUN
ajam-245	131	21	.	.	PUNCT
ajam-245	132	1	the	the	DET
ajam-245	132	2	results	result	NOUN
ajam-245	132	3	have	have	AUX
ajam-245	132	4	been	be	AUX
ajam-245	132	5	shown	show	VERB
ajam-245	132	6	in	in	ADP
ajam-245	132	7	table	table	NOUN
ajam-245	132	8	2	2	NUM
ajam-245	132	9	.	.	PUNCT
ajam-245	132	10	considering	consider	VERB
ajam-245	132	11	mape	mape	NOUN
ajam-245	132	12	in	in	ADP
ajam-245	132	13	these	these	DET
ajam-245	132	14	two	two	NUM
ajam-245	132	15	stages	stage	NOUN
ajam-245	132	16	,	,	PUNCT
ajam-245	132	17	it	it	PRON
ajam-245	132	18	can	can	AUX
ajam-245	132	19	be	be	AUX
ajam-245	132	20	observed	observe	VERB
ajam-245	132	21	that	that	SCONJ
ajam-245	132	22	modeling	modeling	NOUN
ajam-245	132	23	of	of	ADP
ajam-245	132	24	out	out	ADP
ajam-245	132	25	of	of	ADP
ajam-245	132	26	sample	sample	NOUN
ajam-245	132	27	data	datum	NOUN
ajam-245	132	28	predictions	prediction	NOUN
ajam-245	132	29	are	be	AUX
ajam-245	132	30	more	more	ADV
ajam-245	132	31	accurate	accurate	ADJ
ajam-245	132	32	.	.	PUNCT
ajam-245	133	1	artificial	artificial	ADJ
ajam-245	133	2	neural	neural	ADJ
ajam-245	133	3	network	network	NOUN
ajam-245	133	4	the	the	DET
ajam-245	133	5	result	result	NOUN
ajam-245	133	6	were	be	AUX
ajam-245	133	7	tested	test	VERB
ajam-245	133	8	for	for	ADP
ajam-245	133	9	feed	feed	NOUN
ajam-245	133	10	-	-	PUNCT
ajam-245	133	11	back	back	NOUN
ajam-245	133	12	neural	neural	ADJ
ajam-245	133	13	network	network	NOUN
ajam-245	133	14	having	have	VERB
ajam-245	133	15	2	2	NUM
ajam-245	133	16	,	,	PUNCT
ajam-245	133	17	3	3	NUM
ajam-245	133	18	,	,	PUNCT
ajam-245	133	19	4	4	NUM
ajam-245	133	20	and	and	CCONJ
ajam-245	133	21	5	5	NUM
ajam-245	133	22	layers	layer	NOUN
ajam-245	133	23	and	and	CCONJ
ajam-245	133	24	finally	finally	ADV
ajam-245	133	25	the	the	DET
ajam-245	133	26	best	good	ADJ
ajam-245	133	27	evaluation	evaluation	NOUN
ajam-245	133	28	with	with	ADP
ajam-245	133	29	a	a	DET
ajam-245	133	30	higher	high	ADJ
ajam-245	133	31	criterion	criterion	NOUN
ajam-245	133	32	of	of	ADP
ajam-245	133	33	r	r	NOUN
ajam-245	133	34	2	2	NUM
ajam-245	133	35	was	be	AUX
ajam-245	133	36	specified	specify	VERB
ajam-245	133	37	for	for	SCONJ
ajam-245	133	38	each	each	DET
ajam-245	133	39	subsection	subsection	NOUN
ajam-245	133	40	and	and	CCONJ
ajam-245	133	41	error	error	NOUN
ajam-245	133	42	criteria	criterion	NOUN
ajam-245	133	43	were	be	AUX
ajam-245	133	44	calculated	calculate	VERB
ajam-245	133	45	in	in	ADP
ajam-245	133	46	both	both	PRON
ajam-245	133	47	network	network	NOUN
ajam-245	133	48	learning	learning	NOUN
ajam-245	133	49	and	and	CCONJ
ajam-245	133	50	its	its	PRON
ajam-245	133	51	test	test	NOUN
ajam-245	133	52	in	in	ADP
ajam-245	133	53	both	both	DET
ajam-245	133	54	stages	stage	NOUN
ajam-245	133	55	which	which	PRON
ajam-245	133	56	have	have	AUX
ajam-245	133	57	been	be	AUX
ajam-245	133	58	shown	show	VERB
ajam-245	133	59	in	in	ADP
ajam-245	133	60	table	table	NOUN
ajam-245	133	61	3	3	NUM
ajam-245	133	62	.	.	PUNCT
ajam-245	134	1	as	as	SCONJ
ajam-245	134	2	it	it	PRON
ajam-245	134	3	can	can	AUX
ajam-245	134	4	be	be	AUX
ajam-245	134	5	observed	observe	VERB
ajam-245	134	6	,	,	PUNCT
ajam-245	134	7	mean	mean	ADJ
ajam-245	134	8	absolute	absolute	ADJ
ajam-245	134	9	value	value	NOUN
ajam-245	134	10	percent	percent	NOUN
ajam-245	134	11	error	error	NOUN
ajam-245	134	12	in	in	ADP
ajam-245	134	13	learning	learn	VERB
ajam-245	134	14	stage	stage	NOUN
ajam-245	134	15	was	be	AUX
ajam-245	134	16	higher	high	ADJ
ajam-245	134	17	than	than	ADP
ajam-245	134	18	network	network	NOUN
ajam-245	134	19	testing	testing	NOUN
ajam-245	134	20	stage	stage	NOUN
ajam-245	134	21	in	in	ADP
ajam-245	134	22	all	all	DET
ajam-245	134	23	subsections	subsection	NOUN
ajam-245	134	24	and	and	CCONJ
ajam-245	134	25	this	this	PRON
ajam-245	134	26	demonstrates	demonstrate	VERB
ajam-245	134	27	the	the	DET
ajam-245	134	28	better	well	ADJ
ajam-245	134	29	performance	performance	NOUN
ajam-245	134	30	of	of	ADP
ajam-245	134	31	neural	neural	ADJ
ajam-245	134	32	network	network	NOUN
ajam-245	134	33	in	in	ADP
ajam-245	134	34	prediction	prediction	NOUN
ajam-245	134	35	of	of	ADP
ajam-245	134	36	future	future	ADJ
ajam-245	134	37	data	datum	NOUN
ajam-245	134	38	.	.	PUNCT
ajam-245	135	1	summary	summary	NOUN
ajam-245	135	2	and	and	CCONJ
ajam-245	135	3	conclusion	conclusion	NOUN
ajam-245	135	4	in	in	ADP
ajam-245	135	5	this	this	DET
ajam-245	135	6	study	study	NOUN
ajam-245	135	7	,	,	PUNCT
ajam-245	135	8	artificial	artificial	ADJ
ajam-245	135	9	neural	neural	ADJ
ajam-245	135	10	network	network	NOUN
ajam-245	135	11	,	,	PUNCT
ajam-245	135	12	box	box	NOUN
ajam-245	135	13	-	-	PUNCT
ajam-245	135	14	jenkins	jenkins	PROPN
ajam-245	135	15	and	and	CCONJ
ajam-245	135	16	holt	holt	PROPN
ajam-245	135	17	-	-	PUNCT
ajam-245	135	18	winters	winter	NOUN
ajam-245	135	19	methods	method	NOUN
ajam-245	135	20	compared	compare	VERB
ajam-245	135	21	with	with	ADP
ajam-245	135	22	each	each	DET
ajam-245	135	23	other	other	ADJ
ajam-245	135	24	in	in	ADP
ajam-245	135	25	order	order	NOUN
ajam-245	135	26	to	to	PART
ajam-245	135	27	predict	predict	VERB
ajam-245	135	28	the	the	DET
ajam-245	135	29	added	add	VERB
ajam-245	135	30	value	value	NOUN
ajam-245	135	31	of	of	ADP
ajam-245	135	32	each	each	PRON
ajam-245	135	33	of	of	ADP
ajam-245	135	34	the	the	DET
ajam-245	135	35	agricultural	agricultural	ADJ
ajam-245	135	36	subsections	subsection	NOUN
ajam-245	135	37	.	.	PUNCT
ajam-245	136	1	the	the	DET
ajam-245	136	2	form	form	NOUN
ajam-245	136	3	of	of	ADP
ajam-245	136	4	primary	primary	ADJ
ajam-245	136	5	time	time	NOUN
ajam-245	136	6	series	series	NOUN
ajam-245	136	7	and	and	CCONJ
ajam-245	136	8	single	single	ADJ
ajam-245	136	9	root	root	NOUN
ajam-245	136	10	tests	test	NOUN
ajam-245	136	11	demonstrated	demonstrate	VERB
ajam-245	136	12	that	that	SCONJ
ajam-245	136	13	time	time	NOUN
ajam-245	136	14	series	series	NOUN
ajam-245	136	15	of	of	ADP
ajam-245	136	16	all	all	DET
ajam-245	136	17	four	four	NUM
ajam-245	136	18	sections	section	NOUN
ajam-245	136	19	have	have	VERB
ajam-245	136	20	procedure	procedure	NOUN
ajam-245	136	21	and	and	CCONJ
ajam-245	136	22	non	non	ADJ
ajam-245	136	23	-	-	ADJ
ajam-245	136	24	seasonal	seasonal	ADJ
ajam-245	136	25	holt	holt	PROPN
ajam-245	136	26	-	-	PUNCT
ajam-245	136	27	winters	winter	NOUN
ajam-245	136	28	(	(	PUNCT
ajam-245	136	29	single	single	ADJ
ajam-245	136	30	exponential	exponential	NOUN
ajam-245	136	31	smoothing	smoothing	NOUN
ajam-245	136	32	with	with	ADP
ajam-245	136	33	time	time	NOUN
ajam-245	136	34	trend	trend	NOUN
ajam-245	136	35	)	)	PUNCT
ajam-245	136	36	and	and	CCONJ
ajam-245	136	37	boxjenkins	boxjenkin	NOUN
ajam-245	136	38	models	model	NOUN
ajam-245	136	39	were	be	AUX
ajam-245	136	40	selected	select	VERB
ajam-245	136	41	to	to	PART
ajam-245	136	42	be	be	AUX
ajam-245	136	43	compared	compare	VERB
ajam-245	136	44	with	with	ADP
ajam-245	136	45	artificial	artificial	ADJ
ajam-245	136	46	neural	neural	ADJ
ajam-245	136	47	network	network	NOUN
ajam-245	136	48	because	because	SCONJ
ajam-245	136	49	of	of	ADP
ajam-245	136	50	their	their	PRON
ajam-245	136	51	capability	capability	NOUN
ajam-245	136	52	in	in	ADP
ajam-245	136	53	description	description	NOUN
ajam-245	136	54	of	of	ADP
ajam-245	136	55	time	time	NOUN
ajam-245	136	56	series	series	PROPN
ajam-245	136	57	data	datum	NOUN
ajam-245	136	58	trend	trend	NOUN
ajam-245	136	59	.	.	PUNCT
ajam-245	137	1	the	the	DET
ajam-245	137	2	non	non	ADJ
ajam-245	137	3	-	-	ADJ
ajam-245	137	4	seasonal	seasonal	ADJ
ajam-245	137	5	holt	holt	PROPN
ajam-245	137	6	-	-	PUNCT
ajam-245	137	7	winters	winter	NOUN
ajam-245	137	8	model	model	NOUN
ajam-245	137	9	requires	require	VERB
ajam-245	137	10	estimation	estimation	NOUN
ajam-245	137	11	of	of	ADP
ajam-245	137	12	parameters	parameter	NOUN
ajam-245	137	13	of	of	ADP
ajam-245	137	14	level	level	NOUN
ajam-245	137	15	and	and	CCONJ
ajam-245	137	16	trend	trend	NOUN
ajam-245	137	17	solved	solve	VERB
ajam-245	137	18	with	with	ADP
ajam-245	137	19	trial	trial	NOUN
ajam-245	137	20	and	and	CCONJ
ajam-245	137	21	error	error	NOUN
ajam-245	137	22	and	and	CCONJ
ajam-245	137	23	minimizing	minimize	VERB
ajam-245	137	24	criterion	criterion	NOUN
ajam-245	137	25	of	of	ADP
ajam-245	137	26	mean	mean	ADJ
ajam-245	137	27	absolute	absolute	ADJ
ajam-245	137	28	value	value	NOUN
ajam-245	137	29	percent	percent	NOUN
ajam-245	137	30	error	error	NOUN
ajam-245	137	31	.	.	PUNCT
ajam-245	138	1	it	it	PRON
ajam-245	138	2	is	be	AUX
ajam-245	138	3	possible	possible	ADJ
ajam-245	138	4	that	that	SCONJ
ajam-245	138	5	a	a	DET
ajam-245	138	6	prediction	prediction	NOUN
ajam-245	138	7	model	model	NOUN
ajam-245	138	8	shows	show	VERB
ajam-245	138	9	better	well	ADJ
ajam-245	138	10	results	result	NOUN
ajam-245	138	11	at	at	ADP
ajam-245	138	12	modeling	modeling	NOUN
ajam-245	138	13	stage	stage	NOUN
ajam-245	138	14	but	but	CCONJ
ajam-245	138	15	has	have	VERB
ajam-245	138	16	not	not	PART
ajam-245	138	17	a	a	DET
ajam-245	138	18	good	good	ADJ
ajam-245	138	19	performance	performance	NOUN
ajam-245	138	20	at	at	ADP
ajam-245	138	21	prediction	prediction	NOUN
ajam-245	138	22	stage	stage	NOUN
ajam-245	138	23	.	.	PUNCT
ajam-245	139	1	table	table	NOUN
ajam-245	139	2	4	4	NUM
ajam-245	139	3	demonstrates	demonstrate	VERB
ajam-245	139	4	the	the	DET
ajam-245	139	5	error	error	NOUN
ajam-245	139	6	criteria	criterion	NOUN
ajam-245	139	7	of	of	ADP
ajam-245	139	8	models	model	NOUN
ajam-245	139	9	at	at	ADP
ajam-245	139	10	modeling	modeling	NOUN
ajam-245	139	11	and	and	CCONJ
ajam-245	139	12	validation	validation	NOUN
ajam-245	139	13	stages	stage	NOUN
ajam-245	139	14	.	.	PUNCT
ajam-245	140	1	the	the	DET
ajam-245	140	2	results	result	NOUN
ajam-245	140	3	manifest	manifest	VERB
ajam-245	140	4	that	that	SCONJ
ajam-245	140	5	non	non	ADJ
ajam-245	140	6	-	-	ADJ
ajam-245	140	7	seasonal	seasonal	ADJ
ajam-245	140	8	holt	holt	PROPN
ajam-245	140	9	-	-	PUNCT
ajam-245	140	10	winters	winter	NOUN
ajam-245	140	11	model	model	NOUN
ajam-245	140	12	has	have	AUX
ajam-245	140	13	performed	perform	VERB
ajam-245	140	14	very	very	ADV
ajam-245	140	15	well	well	ADV
ajam-245	140	16	in	in	ADP
ajam-245	140	17	both	both	DET
ajam-245	140	18	stages	stage	NOUN
ajam-245	140	19	and	and	CCONJ
ajam-245	140	20	mean	mean	VERB
ajam-245	140	21	absolute	absolute	ADJ
ajam-245	140	22	value	value	NOUN
ajam-245	140	23	percent	percent	NOUN
ajam-245	140	24	error	error	NOUN
ajam-245	140	25	was	be	AUX
ajam-245	140	26	less	less	ADJ
ajam-245	140	27	than	than	ADP
ajam-245	140	28	15	15	NUM
ajam-245	140	29	%	%	NOUN
ajam-245	140	30	,	,	PUNCT
ajam-245	140	31	while	while	SCONJ
ajam-245	140	32	artificial	artificial	ADJ
ajam-245	140	33	neural	neural	ADJ
ajam-245	140	34	network	network	NOUN
ajam-245	140	35	performed	perform	VERB
ajam-245	140	36	better	well	ADV
ajam-245	140	37	than	than	ADP
ajam-245	140	38	box	box	NOUN
ajam-245	140	39	-	-	PUNCT
ajam-245	140	40	jenkins	jenkin	NOUN
ajam-245	140	41	at	at	ADP
ajam-245	140	42	modeling	modeling	NOUN
ajam-245	140	43	stage	stage	NOUN
ajam-245	140	44	.	.	PUNCT
ajam-245	141	1	the	the	DET
ajam-245	141	2	mean	mean	ADJ
ajam-245	141	3	absolute	absolute	ADJ
ajam-245	141	4	value	value	NOUN
ajam-245	141	5	percent	percent	NOUN
ajam-245	141	6	error	error	NOUN
ajam-245	141	7	was	be	AUX
ajam-245	141	8	less	less	ADJ
ajam-245	141	9	than	than	ADP
ajam-245	141	10	42	42	NUM
ajam-245	141	11	%	%	NOUN
ajam-245	141	12	for	for	ADP
ajam-245	141	13	all	all	DET
ajam-245	141	14	groups	group	NOUN
ajam-245	141	15	through	through	ADP
ajam-245	141	16	using	use	VERB
ajam-245	141	17	artificial	artificial	ADJ
ajam-245	141	18	neural	neural	ADJ
ajam-245	141	19	network	network	NOUN
ajam-245	141	20	at	at	ADP
ajam-245	141	21	this	this	DET
ajam-245	141	22	stage	stage	NOUN
ajam-245	141	23	,	,	PUNCT
ajam-245	141	24	while	while	SCONJ
ajam-245	141	25	this	this	DET
ajam-245	141	26	criterion	criterion	NOUN
ajam-245	141	27	was	be	AUX
ajam-245	141	28	less	less	ADJ
ajam-245	141	29	than	than	ADP
ajam-245	141	30	62	62	NUM
ajam-245	141	31	%	%	NOUN
ajam-245	141	32	for	for	ADP
ajam-245	141	33	box	box	NOUN
ajam-245	141	34	-	-	PUNCT
ajam-245	141	35	jenkins	jenkins	PROPN
ajam-245	141	36	.	.	PUNCT
ajam-245	142	1	the	the	DET
ajam-245	142	2	performance	performance	NOUN
ajam-245	142	3	of	of	ADP
ajam-245	142	4	box	box	NOUN
ajam-245	142	5	-	-	PUNCT
ajam-245	142	6	jenkins	jenkins	PROPN
ajam-245	142	7	was	be	AUX
ajam-245	142	8	better	well	ADJ
ajam-245	142	9	than	than	ADP
ajam-245	142	10	artificial	artificial	ADJ
ajam-245	142	11	neural	neural	ADJ
ajam-245	142	12	network	network	NOUN
ajam-245	142	13	at	at	ADP
ajam-245	142	14	testing	testing	NOUN
ajam-245	142	15	and	and	CCONJ
ajam-245	142	16	validation	validation	NOUN
ajam-245	142	17	stage	stage	NOUN
ajam-245	142	18	of	of	ADP
ajam-245	142	19	models	model	NOUN
ajam-245	142	20	and	and	CCONJ
ajam-245	142	21	mean	mean	VERB
ajam-245	142	22	absolute	absolute	ADJ
ajam-245	142	23	value	value	NOUN
ajam-245	142	24	percent	percent	NOUN
ajam-245	142	25	error	error	NOUN
ajam-245	142	26	was	be	AUX
ajam-245	142	27	less	less	ADJ
ajam-245	142	28	than	than	ADP
ajam-245	142	29	23	23	NUM
ajam-245	142	30	%	%	NOUN
ajam-245	142	31	while	while	SCONJ
ajam-245	142	32	it	it	PRON
ajam-245	142	33	has	have	AUX
ajam-245	142	34	been	be	AUX
ajam-245	142	35	calculated	calculate	VERB
ajam-245	142	36	as	as	ADP
ajam-245	142	37	less	less	ADJ
ajam-245	142	38	than	than	ADP
ajam-245	142	39	36	36	NUM
ajam-245	142	40	%	%	NOUN
ajam-245	142	41	for	for	ADP
ajam-245	142	42	artificial	artificial	ADJ
ajam-245	142	43	neural	neural	ADJ
ajam-245	142	44	network	network	NOUN
ajam-245	142	45	.	.	PUNCT
ajam-245	143	1	although	although	SCONJ
ajam-245	143	2	,	,	PUNCT
ajam-245	143	3	according	accord	VERB
ajam-245	143	4	to	to	PART
ajam-245	143	5	map	map	VERB
ajam-245	143	6	criteria	criterion	NOUN
ajam-245	143	7	,	,	PUNCT
ajam-245	143	8	artificial	artificial	ADJ
ajam-245	143	9	neural	neural	ADJ
ajam-245	143	10	network	network	NOUN
ajam-245	143	11	has	have	VERB
ajam-245	143	12	more	more	ADJ
ajam-245	143	13	errors	error	NOUN
ajam-245	143	14	then	then	ADV
ajam-245	143	15	arima	arima	PROPN
ajam-245	143	16	model	model	NOUN
ajam-245	143	17	considering	consider	VERB
ajam-245	143	18	test	test	NOUN
ajam-245	143	19	section	section	NOUN
ajam-245	143	20	,	,	PUNCT
ajam-245	143	21	this	this	PRON
ajam-245	143	22	can	can	AUX
ajam-245	143	23	not	not	PART
ajam-245	143	24	lead	lead	VERB
ajam-245	143	25	to	to	ADP
ajam-245	143	26	conclusions	conclusion	NOUN
ajam-245	143	27	with	with	ADP
ajam-245	143	28	regard	regard	NOUN
ajam-245	143	29	to	to	ADP
ajam-245	143	30	weakness	weakness	NOUN
ajam-245	143	31	of	of	ADP
ajam-245	143	32	artificial	artificial	ADJ
ajam-245	143	33	neural	neural	ADJ
ajam-245	143	34	network	network	NOUN
ajam-245	143	35	.	.	PUNCT
ajam-245	144	1	remember	remember	VERB
ajam-245	144	2	that	that	DET
ajam-245	144	3	table	table	NOUN
ajam-245	144	4	2	2	NUM
ajam-245	144	5	.	.	PUNCT
ajam-245	144	6	arima	arima	NOUN
ajam-245	144	7	process	process	NOUN
ajam-245	144	8	and	and	CCONJ
ajam-245	144	9	error	error	NOUN
ajam-245	144	10	criteria	criterion	NOUN
ajam-245	144	11	of	of	ADP
ajam-245	144	12	modeling	modeling	NOUN
ajam-245	144	13	and	and	CCONJ
ajam-245	144	14	model	model	NOUN
ajam-245	144	15	validation	validation	NOUN
ajam-245	144	16	stages	stage	NOUN
ajam-245	144	17	.	.	PUNCT
ajam-245	145	1	sub	sub	NOUN
ajam-245	145	2	sector	sector	NOUN
ajam-245	145	3	map	map	NOUN
ajam-245	145	4	mse	mse	PROPN
ajam-245	145	5	mae	mae	PROPN
ajam-245	145	6	arima	arima	PROPN
ajam-245	145	7	agronomy	agronomy	NOUN
ajam-245	145	8	44.3	44.3	NUM
ajam-245	145	9	6610041	6610041	NUM
ajam-245	145	10	2324	2324	NUM
ajam-245	145	11	(	(	PUNCT
ajam-245	145	12	3,1.3	3,1.3	NUM
ajam-245	145	13	)	)	PUNCT
ajam-245	145	14	animal	animal	NOUN
ajam-245	145	15	husbandry	husbandry	NOUN
ajam-245	145	16	57.8	57.8	NUM
ajam-245	145	17	4141225	4141225	NUM
ajam-245	145	18	1802	1802	NUM
ajam-245	145	19	(	(	PUNCT
ajam-245	145	20	1,1.3	1,1.3	NUM
ajam-245	145	21	)	)	PUNCT
ajam-245	145	22	model	model	NOUN
ajam-245	145	23	fitting	fit	VERB
ajam-245	145	24	61.3	61.3	NUM
ajam-245	145	25	39521	39521	NUM
ajam-245	145	26	165	165	NUM
ajam-245	145	27	(	(	PUNCT
ajam-245	145	28	1,1.3	1,1.3	NUM
ajam-245	145	29	)	)	PUNCT
ajam-245	145	30	fishery	fishery	NOUN
ajam-245	145	31	forestry	forestry	NOUN
ajam-245	145	32	49.9	49.9	NUM
ajam-245	145	33	33014	33014	NUM
ajam-245	145	34	112	112	NUM
ajam-245	145	35	(	(	PUNCT
ajam-245	145	36	2,1,2	2,1,2	NUM
ajam-245	145	37	)	)	PUNCT
ajam-245	145	38	agronomy	agronomy	NOUN
ajam-245	145	39	15.1	15.1	NUM
ajam-245	145	40	23653394	23653394	NUM
ajam-245	145	41	4453	4453	NUM
ajam-245	145	42	(	(	PUNCT
ajam-245	145	43	3,1.3	3,1.3	NUM
ajam-245	145	44	)	)	PUNCT
ajam-245	145	45	animal	animal	NOUN
ajam-245	145	46	husbandry	husbandry	NOUN
ajam-245	145	47	6.03	6.03	NUM
ajam-245	145	48	906821	906821	NUM
ajam-245	145	49	904	904	NUM
ajam-245	145	50	(	(	PUNCT
ajam-245	145	51	1,1.3	1,1.3	NUM
ajam-245	145	52	)	)	PUNCT
ajam-245	145	53	model	model	NOUN
ajam-245	145	54	validation	validation	NOUN
ajam-245	145	55	13.8	13.8	NUM
ajam-245	145	56	28880	28880	NUM
ajam-245	145	57	167	167	NUM
ajam-245	145	58	(	(	PUNCT
ajam-245	145	59	1,1.3	1,1.3	NUM
ajam-245	145	60	)	)	PUNCT
ajam-245	145	61	fishery	fishery	NOUN
ajam-245	145	62	forestry	forestry	NOUN
ajam-245	145	63	22.8	22.8	NUM
ajam-245	145	64	6004	6004	NUM
ajam-245	145	65	57	57	NUM
ajam-245	145	66	(	(	PUNCT
ajam-245	145	67	2,1,2	2,1,2	NUM
ajam-245	145	68	)	)	PUNCT
ajam-245	145	69	table	table	NOUN
ajam-245	145	70	3	3	NUM
ajam-245	145	71	.	.	X
ajam-245	145	72	error	error	NOUN
ajam-245	145	73	criteria	criterion	NOUN
ajam-245	145	74	of	of	ADP
ajam-245	145	75	test	test	NOUN
ajam-245	145	76	and	and	CCONJ
ajam-245	145	77	learn	learn	VERB
ajam-245	145	78	stages	stage	NOUN
ajam-245	145	79	of	of	ADP
ajam-245	145	80	artificial	artificial	ADJ
ajam-245	145	81	neural	neural	ADJ
ajam-245	145	82	network	network	NOUN
ajam-245	145	83	.	.	PUNCT
ajam-245	146	1	sub	sub	NOUN
ajam-245	146	2	sector	sector	NOUN
ajam-245	146	3	me	i	PRON
ajam-245	146	4	mae	mae	PROPN
ajam-245	146	5	mse	mse	PROPN
ajam-245	146	6	map	map	NOUN
ajam-245	146	7	agronomy	agronomy	NOUN
ajam-245	146	8	2377.18	2377.18	NUM
ajam-245	146	9	20517.48	20517.48	NUM
ajam-245	146	10	16824029.06	16824029.06	NUM
ajam-245	146	11	30.1	30.1	NUM
ajam-245	146	12	animal	animal	NOUN
ajam-245	146	13	husbandry	husbandry	NOUN
ajam-245	146	14	1474.25	1474.25	NUM
ajam-245	146	15	1503.08	1503.08	NUM
ajam-245	146	16	3332469.13	3332469.13	NUM
ajam-245	146	17	27.9	27.9	NUM
ajam-245	146	18	learn	learn	VERB
ajam-245	146	19	83.93	83.93	NUM
ajam-245	146	20	93.47	93.47	NUM
ajam-245	146	21	12616.74	12616.74	NUM
ajam-245	146	22	22.8	22.8	NUM
ajam-245	146	23	fishery	fishery	NOUN
ajam-245	146	24	forestry	forestry	NOUN
ajam-245	146	25	52.99	52.99	NUM
ajam-245	146	26	54.32	54.32	NUM
ajam-245	146	27	6073.41	6073.41	NUM
ajam-245	146	28	41.7	41.7	NUM
ajam-245	146	29	agronomy	agronomy	NOUN
ajam-245	146	30	1157.49	1157.49	NUM
ajam-245	146	31	3559.09	3559.09	NUM
ajam-245	146	32	20714114.72	20714114.72	NUM
ajam-245	146	33	16.6	16.6	NUM
ajam-245	146	34	animal	animal	NOUN
ajam-245	146	35	husbandry	husbandry	NOUN
ajam-245	146	36	160.83	160.83	NUM
ajam-245	146	37	1366.22	1366.22	NUM
ajam-245	146	38	2866854.61	2866854.61	NUM
ajam-245	146	39	11.3	11.3	NUM
ajam-245	146	40	test	test	NOUN
ajam-245	146	41	272.5	272.5	NUM
ajam-245	146	42	360.71	360.71	NUM
ajam-245	146	43	199898.44	199898.44	NUM
ajam-245	146	44	35.9	35.9	NUM
ajam-245	146	45	fishery	fishery	NOUN
ajam-245	146	46	forestry	forestry	NOUN
ajam-245	146	47	7.46	7.46	NUM
ajam-245	146	48	68.035	68.035	NUM
ajam-245	146	49	7029.43	7029.43	NUM
ajam-245	146	50	14	14	NUM
ajam-245	146	51	table	table	NOUN
ajam-245	146	52	4	4	NUM
ajam-245	146	53	.	.	PUNCT
ajam-245	146	54	comparison	comparison	NOUN
ajam-245	146	55	of	of	ADP
ajam-245	146	56	holt	holt	PROPN
ajam-245	146	57	winters	winters	PROPN
ajam-245	146	58	and	and	CCONJ
ajam-245	146	59	box	box	PROPN
ajam-245	146	60	jenkins	jenkins	PROPN
ajam-245	146	61	and	and	CCONJ
ajam-245	146	62	artificial	artificial	ADJ
ajam-245	146	63	neural	neural	ADJ
ajam-245	146	64	network	network	NOUN
ajam-245	146	65	mean	mean	VERB
ajam-245	146	66	absolute	absolute	ADJ
ajam-245	146	67	value	value	NOUN
ajam-245	146	68	percent	percent	NOUN
ajam-245	146	69	error	error	NOUN
ajam-245	146	70	.	.	PUNCT
ajam-245	147	1	model	model	NOUN
ajam-245	147	2	model	model	PROPN
ajam-245	147	3	fitting	fitting	PROPN
ajam-245	147	4	model	model	NOUN
ajam-245	147	5	validation	validation	NOUN
ajam-245	147	6	agronomy	agronomy	NOUN
ajam-245	147	7	exponential	exponential	NOUN
ajam-245	147	8	smoothing	smooth	VERB
ajam-245	147	9	8.9	8.9	NUM
ajam-245	147	10	6.3	6.3	NUM
ajam-245	147	11	box	box	NOUN
ajam-245	147	12	-	-	PUNCT
ajam-245	147	13	jenkins	jenkins	PROPN
ajam-245	147	14	44.3	44.3	NUM
ajam-245	147	15	15.1	15.1	NUM
ajam-245	147	16	artificial	artificial	ADJ
ajam-245	147	17	neural	neural	ADJ
ajam-245	147	18	network	network	NOUN
ajam-245	147	19	30.1	30.1	NUM
ajam-245	147	20	16.7	16.7	NUM
ajam-245	147	21	animal	animal	NOUN
ajam-245	147	22	husbandry	husbandry	NOUN
ajam-245	147	23	exponential	exponential	NOUN
ajam-245	147	24	smoothing	smooth	VERB
ajam-245	147	25	5.01	5.01	NUM
ajam-245	147	26	2.4	2.4	NUM
ajam-245	147	27	box	box	NOUN
ajam-245	147	28	-	-	PUNCT
ajam-245	147	29	jenkins	jenkins	PROPN
ajam-245	147	30	57.8	57.8	NUM
ajam-245	147	31	6.3	6.3	NUM
ajam-245	147	32	artificial	artificial	ADJ
ajam-245	147	33	neural	neural	ADJ
ajam-245	147	34	network	network	NOUN
ajam-245	147	35	27.9	27.9	NUM
ajam-245	147	36	11.4	11.4	NUM
ajam-245	147	37	fishery	fishery	NOUN
ajam-245	147	38	exponential	exponential	NOUN
ajam-245	147	39	smoothing	smooth	VERB
ajam-245	147	40	10.6	10.6	NUM
ajam-245	147	41	15.3	15.3	NUM
ajam-245	147	42	box	box	NOUN
ajam-245	147	43	-	-	PUNCT
ajam-245	147	44	jenkins	jenkins	PROPN
ajam-245	147	45	61.3	61.3	NUM
ajam-245	147	46	13.8	13.8	NUM
ajam-245	147	47	artificial	artificial	ADJ
ajam-245	147	48	neural	neural	ADJ
ajam-245	147	49	network	network	NOUN
ajam-245	147	50	22.8	22.8	NUM
ajam-245	147	51	35.9	35.9	NUM
ajam-245	147	52	forestry	forestry	NOUN
ajam-245	147	53	exponential	exponential	NOUN
ajam-245	147	54	smoothing	smooth	VERB
ajam-245	147	55	14.86	14.86	NUM
ajam-245	147	56	13.1	13.1	NUM
ajam-245	147	57	box	box	NOUN
ajam-245	147	58	-	-	PUNCT
ajam-245	147	59	jenkins	jenkins	PROPN
ajam-245	147	60	49.9	49.9	NUM
ajam-245	147	61	22.8	22.8	NUM
ajam-245	147	62	artificial	artificial	ADJ
ajam-245	147	63	neural	neural	ADJ
ajam-245	147	64	network	network	NOUN
ajam-245	147	65	41.7	41.7	NUM
ajam-245	147	66	14	14	NUM
ajam-245	147	67	neural	neural	ADJ
ajam-245	147	68	networks	network	NOUN
ajam-245	147	69	need	need	VERB
ajam-245	147	70	more	more	ADJ
ajam-245	147	71	data	datum	NOUN
ajam-245	147	72	for	for	ADP
ajam-245	147	73	learning	learning	NOUN
ajam-245	147	74	and	and	CCONJ
ajam-245	147	75	examination	examination	NOUN
ajam-245	147	76	.	.	PUNCT
ajam-245	148	1	so	so	ADV
ajam-245	148	2	,	,	PUNCT
ajam-245	148	3	changes	change	NOUN
ajam-245	148	4	in	in	ADP
ajam-245	148	5	number	number	NOUN
ajam-245	148	6	of	of	ADP
ajam-245	148	7	learning	learning	NOUN
ajam-245	148	8	and	and	CCONJ
ajam-245	148	9	examinational	examinational	ADJ
ajam-245	148	10	data	datum	NOUN
ajam-245	148	11	may	may	AUX
ajam-245	148	12	have	have	VERB
ajam-245	148	13	different	different	ADJ
ajam-245	148	14	results	result	NOUN
ajam-245	148	15	.	.	PUNCT
ajam-245	149	1	other	other	ADJ
ajam-245	149	2	criteria	criterion	NOUN
ajam-245	149	3	(	(	PUNCT
ajam-245	149	4	tables	table	NOUN
ajam-245	149	5	2	2	NUM
ajam-245	149	6	and	and	CCONJ
ajam-245	149	7	3	3	NUM
ajam-245	149	8	)	)	PUNCT
ajam-245	149	9	demonstrate	demonstrate	VERB
ajam-245	149	10	that	that	SCONJ
ajam-245	149	11	artificial	artificial	ADJ
ajam-245	149	12	neural	neural	ADJ
ajam-245	149	13	network	network	NOUN
ajam-245	149	14	operates	operate	VERB
ajam-245	149	15	better	well	ADJ
ajam-245	149	16	than	than	ADP
ajam-245	149	17	arima	arima	PROPN
ajam-245	149	18	at	at	ADP
ajam-245	149	19	learning	learn	VERB
ajam-245	149	20	stage	stage	NOUN
ajam-245	149	21	,	,	PUNCT
ajam-245	149	22	that	that	ADV
ajam-245	149	23	is	is	ADV
ajam-245	149	24	,	,	PUNCT
ajam-245	149	25	identification	identification	NOUN
ajam-245	149	26	and	and	CCONJ
ajam-245	149	27	description	description	NOUN
ajam-245	149	28	of	of	ADP
ajam-245	149	29	relations	relation	NOUN
ajam-245	149	30	in	in	ADP
ajam-245	149	31	table	table	NOUN
ajam-245	149	32	5	5	NUM
ajam-245	149	33	.	.	PUNCT
ajam-245	149	34	predicted	predict	VERB
ajam-245	149	35	value	value	NOUN
ajam-245	149	36	using	use	VERB
ajam-245	149	37	best	good	ADJ
ajam-245	149	38	model	model	NOUN
ajam-245	149	39	until	until	ADP
ajam-245	149	40	2011	2011	NUM
ajam-245	149	41	.	.	PUNCT
ajam-245	150	1	year	year	NOUN
ajam-245	150	2	agronomy	agronomy	NOUN
ajam-245	150	3	animal	animal	NOUN
ajam-245	150	4	husbandry	husbandry	NOUN
ajam-245	150	5	fishery	fishery	NOUN
ajam-245	150	6	forestry	forestry	NOUN
ajam-245	150	7	2006	2006	NUM
ajam-245	150	8	35613.35	35613.35	NUM
ajam-245	150	9	17368.90	17368.90	NUM
ajam-245	150	10	1375.09	1375.09	NUM
ajam-245	150	11	725.62	725.62	NUM
ajam-245	150	12	2007	2007	NUM
ajam-245	150	13	36534.39	36534.39	NUM
ajam-245	150	14	17770.16	17770.16	NUM
ajam-245	150	15	1405.05	1405.05	NUM
ajam-245	150	16	742.51	742.51	NUM
ajam-245	150	17	2008	2008	NUM
ajam-245	150	18	37455.43	37455.43	NUM
ajam-245	150	19	18171.42	18171.42	NUM
ajam-245	150	20	1435.00	1435.00	NUM
ajam-245	150	21	759.40	759.40	NUM
ajam-245	150	22	2009	2009	NUM
ajam-245	150	23	38376.46	38376.46	NUM
ajam-245	150	24	18572.68	18572.68	NUM
ajam-245	150	25	1464.96	1464.96	NUM
ajam-245	150	26	776.30	776.30	NUM
ajam-245	150	27	2010	2010	NUM
ajam-245	150	28	39292.50	39292.50	NUM
ajam-245	150	29	18973.93	18973.93	NUM
ajam-245	150	30	1994.91	1994.91	NUM
ajam-245	150	31	793.19	793.19	NUM
ajam-245	150	32	2011	2011	NUM
ajam-245	150	33	40218.54	40218.54	NUM
ajam-245	150	34	19375.19	19375.19	NUM
ajam-245	150	35	1524.87	1524.87	NUM
ajam-245	150	36	810.08	810.08	NUM
ajam-245	150	37	agricultural	agricultural	ADJ
ajam-245	150	38	subsections	subsection	NOUN
ajam-245	150	39	.	.	PUNCT
ajam-245	151	1	the	the	DET
ajam-245	151	2	outcomes	outcome	NOUN
ajam-245	151	3	demonstrate	demonstrate	VERB
ajam-245	151	4	tha	tha	NOUN
ajam-245	151	5	use	use	NOUN
ajam-245	151	6	of	of	ADP
ajam-245	151	7	several	several	ADJ
ajam-245	151	8	study	study	NOUN
ajam-245	151	9	criteria	criterion	NOUN
ajam-245	151	10	can	can	AUX
ajam-245	151	11	lead	lead	VERB
ajam-245	151	12	to	to	ADP
ajam-245	151	13	obtaining	obtain	VERB
ajam-245	151	14	more	more	ADV
ajam-245	151	15	reliable	reliable	ADJ
ajam-245	151	16	results	result	NOUN
ajam-245	151	17	because	because	SCONJ
ajam-245	151	18	in	in	ADP
ajam-245	151	19	some	some	DET
ajam-245	151	20	cases	case	NOUN
ajam-245	151	21	,	,	PUNCT
ajam-245	151	22	results	result	NOUN
ajam-245	151	23	of	of	ADP
ajam-245	151	24	prediction	prediction	NOUN
ajam-245	151	25	criteria	criterion	NOUN
ajam-245	151	26	are	be	AUX
ajam-245	151	27	different	different	ADJ
ajam-245	151	28	.	.	PUNCT
ajam-245	152	1	also	also	ADV
ajam-245	152	2	,	,	PUNCT
ajam-245	152	3	normalizing	normalize	VERB
ajam-245	152	4	of	of	ADP
ajam-245	152	5	data	datum	NOUN
ajam-245	152	6	plays	play	VERB
ajam-245	152	7	a	a	DET
ajam-245	152	8	significant	significant	ADJ
ajam-245	152	9	role	role	NOUN
ajam-245	152	10	in	in	ADP
ajam-245	152	11	improving	improve	VERB
ajam-245	152	12	of	of	ADP
ajam-245	152	13	function	function	NOUN
ajam-245	152	14	of	of	ADP
ajam-245	152	15	artificial	artificial	ADJ
ajam-245	152	16	neural	neural	ADJ
ajam-245	152	17	network	network	NOUN
ajam-245	152	18	.	.	PUNCT
ajam-245	153	1	predictions	prediction	NOUN
ajam-245	153	2	made	make	VERB
ajam-245	153	3	for	for	ADP
ajam-245	153	4	the	the	DET
ajam-245	153	5	next	next	ADJ
ajam-245	153	6	year	year	NOUN
ajam-245	153	7	have	have	AUX
ajam-245	153	8	been	be	AUX
ajam-245	153	9	demonstrated	demonstrate	VERB
ajam-245	153	10	in	in	ADP
ajam-245	153	11	table	table	NOUN
ajam-245	153	12	5	5	NUM
ajam-245	153	13	.	.	PUNCT
ajam-245	154	1	the	the	DET
ajam-245	154	2	government	government	NOUN
ajam-245	154	3	should	should	AUX
ajam-245	154	4	take	take	VERB
ajam-245	154	5	actions	action	NOUN
ajam-245	154	6	for	for	ADP
ajam-245	154	7	increasing	increase	VERB
ajam-245	154	8	of	of	ADP
ajam-245	154	9	added	add	VERB
ajam-245	154	10	value	value	NOUN
ajam-245	154	11	growth	growth	NOUN
ajam-245	154	12	through	through	ADP
ajam-245	154	13	appropriate	appropriate	ADJ
ajam-245	154	14	planning	planning	NOUN
ajam-245	154	15	in	in	ADP
ajam-245	154	16	order	order	NOUN
ajam-245	154	17	to	to	PART
ajam-245	154	18	maintain	maintain	VERB
ajam-245	154	19	annual	annual	ADJ
ajam-245	154	20	growth	growth	NOUN
ajam-245	154	21	rate	rate	NOUN
ajam-245	154	22	of	of	ADP
ajam-245	154	23	iran	iran	PROPN
ajam-245	154	24	economy	economy	NOUN
ajam-245	154	25	which	which	PRON
ajam-245	154	26	is	be	AUX
ajam-245	154	27	about	about	ADV
ajam-245	154	28	6	6	NUM
ajam-245	154	29	%	%	NOUN
ajam-245	154	30	and	and	CCONJ
ajam-245	154	31	considering	consider	VERB
ajam-245	154	32	almost	almost	ADV
ajam-245	154	33	2.5	2.5	NUM
ajam-245	154	34	%	%	NOUN
ajam-245	154	35	growth	growth	NOUN
ajam-245	154	36	predicted	predict	VERB
ajam-245	154	37	for	for	ADP
ajam-245	154	38	added	add	VERB
ajam-245	154	39	value	value	NOUN
ajam-245	154	40	of	of	ADP
ajam-245	154	41	agriculture	agriculture	NOUN
ajam-245	154	42	section	section	NOUN
ajam-245	154	43	in	in	ADP
ajam-245	154	44	spite	spite	NOUN
ajam-245	154	45	of	of	ADP
ajam-245	154	46	continuing	continue	VERB
ajam-245	154	47	of	of	ADP
ajam-245	154	48	ascending	ascend	VERB
ajam-245	154	49	process	process	NOUN
ajam-245	154	50	of	of	ADP
ajam-245	154	51	added	add	VERB
ajam-245	154	52	value	value	NOUN
ajam-245	154	53	of	of	ADP
ajam-245	154	54	agricultural	agricultural	ADJ
ajam-245	154	55	subsections	subsection	NOUN
ajam-245	154	56	.	.	PUNCT
ajam-245	155	1	considering	consider	VERB
ajam-245	155	2	that	that	SCONJ
ajam-245	155	3	each	each	PRON
ajam-245	155	4	of	of	ADP
ajam-245	155	5	the	the	DET
ajam-245	155	6	economical	economical	ADJ
ajam-245	155	7	sections	section	NOUN
ajam-245	155	8	should	should	AUX
ajam-245	155	9	obtain	obtain	VERB
ajam-245	155	10	part	part	NOUN
ajam-245	155	11	of	of	ADP
ajam-245	155	12	their	their	PRON
ajam-245	155	13	added	add	VERB
ajam-245	155	14	value	value	NOUN
ajam-245	155	15	through	through	ADP
ajam-245	155	16	promoting	promote	VERB
ajam-245	155	17	of	of	ADP
ajam-245	155	18	productivity	productivity	NOUN
ajam-245	155	19	,	,	PUNCT
ajam-245	155	20	it	it	PRON
ajam-245	155	21	is	be	AUX
ajam-245	155	22	necessary	necessary	ADJ
ajam-245	155	23	to	to	PART
ajam-245	155	24	provide	provide	VERB
ajam-245	155	25	opportunity	opportunity	NOUN
ajam-245	155	26	for	for	ADP
ajam-245	155	27	growing	grow	VERB
ajam-245	155	28	of	of	ADP
ajam-245	155	29	added	add	VERB
ajam-245	155	30	value	value	NOUN
ajam-245	155	31	through	through	ADP
ajam-245	155	32	required	require	VERB
ajam-245	155	33	planning	planning	NOUN
ajam-245	155	34	by	by	ADP
ajam-245	155	35	the	the	DET
ajam-245	155	36	country	country	NOUN
ajam-245	155	37	's	's	PART
ajam-245	155	38	planning	planning	NOUN
ajam-245	155	39	and	and	CCONJ
ajam-245	155	40	management	management	NOUN
ajam-245	155	41	authorities	authority	NOUN
ajam-245	155	42	in	in	ADP
ajam-245	155	43	order	order	NOUN
ajam-245	155	44	to	to	PART
ajam-245	155	45	promote	promote	VERB
ajam-245	155	46	productivity	productivity	NOUN
ajam-245	155	47	of	of	ADP
ajam-245	155	48	this	this	DET
ajam-245	155	49	section	section	NOUN
ajam-245	155	50	.	.	PUNCT
ajam-245	156	1	references	reference	NOUN
ajam-245	156	2	adnan	adnan	PROPN
ajam-245	156	3	s	s	PROPN
ajam-245	156	4	,	,	PUNCT
ajam-245	156	5	erol	erol	VERB
ajam-245	156	6	a	a	PRON
ajam-245	156	7	(	(	PUNCT
ajam-245	156	8	2007	2007	NUM
ajam-245	156	9	)	)	PUNCT
ajam-245	156	10	.	.	PUNCT
ajam-245	157	1	energy	energy	NOUN
ajam-245	157	2	policy	policy	NOUN
ajam-245	157	3	35	35	NUM
ajam-245	157	4	:	:	SYM
ajam-245	157	5	4981	4981	NUM
ajam-245	157	6	-	-	SYM
ajam-245	157	7	4992	4992	NUM
ajam-245	157	8	.	.	PUNCT
ajam-245	158	1	akbari	akbari	PROPN
ajam-245	158	2	n	n	PROPN
ajam-245	158	3	,	,	PUNCT
ajam-245	158	4	sameti	sameti	PROPN
ajam-245	158	5	v	v	PROPN
ajam-245	158	6	(	(	PUNCT
ajam-245	158	7	2003	2003	NUM
ajam-245	158	8	)	)	PUNCT
ajam-245	158	9	.	.	PUNCT
ajam-245	159	1	study	study	NOUN
ajam-245	159	2	of	of	ADP
ajam-245	159	3	government	government	NOUN
ajam-245	159	4	's	's	PART
ajam-245	159	5	expenditures	expenditure	NOUN
ajam-245	159	6	effect	effect	NOUN
ajam-245	159	7	on	on	ADP
ajam-245	159	8	added	add	VERB
ajam-245	159	9	value	value	NOUN
ajam-245	159	10	of	of	ADP
ajam-245	159	11	agricultural	agricultural	ADJ
ajam-245	159	12	sector	sector	NOUN
ajam-245	159	13	,	,	PUNCT
ajam-245	159	14	iranian	iranian	PROPN
ajam-245	159	15	j.	j.	PROPN
ajam-245	159	16	agric	agric	PROPN
ajam-245	159	17	.	.	PROPN
ajam-245	159	18	econ	econ	PROPN
ajam-245	159	19	.	.	PUNCT
ajam-245	160	1	dev	dev	PROPN
ajam-245	160	2	.	.	PROPN
ajam-245	161	1	4142	4142	NUM
ajam-245	161	2	:	:	PUNCT
ajam-245	161	3	137	137	NUM
ajam-245	161	4	-	-	SYM
ajam-245	161	5	166	166	NUM
ajam-245	161	6	.	.	PUNCT
ajam-245	162	1	asghari	asghari	ADJ
ajam-245	163	1	oskuei	oskuei	INTJ
ajam-245	163	2	m	m	PROPN
ajam-245	163	3	(	(	PUNCT
ajam-245	163	4	2002	2002	NUM
ajam-245	163	5	)	)	PUNCT
ajam-245	163	6	.	.	PUNCT
ajam-245	164	1	application	application	NOUN
ajam-245	164	2	of	of	ADP
ajam-245	164	3	artificial	artificial	ADJ
ajam-245	164	4	neural	neural	ADJ
ajam-245	164	5	networks	network	NOUN
ajam-245	164	6	in	in	ADP
ajam-245	164	7	time	time	NOUN
ajam-245	164	8	series	series	PROPN
ajam-245	164	9	prediction	prediction	PROPN
ajam-245	164	10	‚	‚	PROPN
ajam-245	164	11	iran	iran	PROPN
ajam-245	164	12	econ	econ	X
ajam-245	164	13	.	.	PUNCT
ajam-245	165	1	res	res	PROPN
ajam-245	165	2	.	.	PUNCT
ajam-245	165	3	season	season	NOUN
ajam-245	165	4	book	book	NOUN
ajam-245	165	5	12	12	NUM
ajam-245	165	6	:	:	PUNCT
ajam-245	165	7	69	69	NUM
ajam-245	165	8	-	-	SYM
ajam-245	165	9	97	97	NUM
ajam-245	165	10	.	.	PUNCT
ajam-245	166	1	baki	baki	PROPN
ajam-245	166	2	billah	billah	PROPN
ajam-245	166	3	,	,	PUNCT
ajam-245	166	4	maxwell	maxwell	PROPN
ajam-245	166	5	l	l	PROPN
ajam-245	166	6	king	king	NOUN
ajam-245	166	7	(	(	PUNCT
ajam-245	166	8	2006	2006	NUM
ajam-245	166	9	)	)	PUNCT
ajam-245	166	10	.	.	PUNCT
ajam-245	167	1	exponential	exponential	ADJ
ajam-245	167	2	smoothing	smoothing	NOUN
ajam-245	167	3	model	model	NOUN
ajam-245	167	4	selection	selection	NOUN
ajam-245	167	5	for	for	ADP
ajam-245	167	6	forecasting	forecasting	NOUN
ajam-245	167	7	,	,	PUNCT
ajam-245	168	1	int	int	PROPN
ajam-245	168	2	j.	j.	PROPN
ajam-245	168	3	forecasting	forecasting	PROPN
ajam-245	168	4	‚	‚	PROPN
ajam-245	168	5	22	22	NUM
ajam-245	168	6	:	:	SYM
ajam-245	168	7	239-247.central	239-247.central	NUM
ajam-245	168	8	data	datum	NOUN
ajam-245	168	9	base	base	NOUN
ajam-245	168	10	of	of	ADP
ajam-245	168	11	iran	iran	PROPN
ajam-245	168	12	website	website	NOUN
ajam-245	168	13	.	.	PUNCT
ajam-245	169	1	1936	1936	NUM
ajam-245	169	2	-	-	SYM
ajam-245	169	3	2005	2005	NUM
ajam-245	169	4	,	,	PUNCT
ajam-245	169	5	www.cbi.ir	www.cbi.ir	ADJ
ajam-245	169	6	gooijer	gooijer	PROPN
ajam-245	169	7	de	de	PROPN
ajam-245	169	8	,	,	PUNCT
ajam-245	169	9	jan	jan	PROPN
ajam-245	169	10	g	g	PROPN
ajam-245	169	11	,	,	PUNCT
ajam-245	169	12	hyndman	hyndman	NOUN
ajam-245	169	13	rj	rj	PROPN
ajam-245	169	14	(	(	PUNCT
ajam-245	169	15	2006	2006	NUM
ajam-245	169	16	)	)	PUNCT
ajam-245	169	17	.	.	PUNCT
ajam-245	170	1	25	25	NUM
ajam-245	170	2	years	year	NOUN
ajam-245	170	3	of	of	ADP
ajam-245	170	4	time	time	NOUN
ajam-245	170	5	series	series	PROPN
ajam-245	170	6	forecasting	forecasting	PROPN
ajam-245	170	7	.	.	PUNCT
ajam-245	171	1	int	int	PROPN
ajam-245	171	2	j.	j.	PROPN
ajam-245	171	3	forecasting	forecasting	PROPN
ajam-245	171	4	,	,	PUNCT
ajam-245	171	5	elsevier	elsevier	PROPN
ajam-245	171	6	22(3	22(3	NUM
ajam-245	171	7	):	):	PUNCT
ajam-245	171	8	443	443	NUM
ajam-245	171	9	-	-	SYM
ajam-245	171	10	473	473	NUM
ajam-245	171	11	.	.	PUNCT
ajam-245	172	1	deetae	deetae	PROPN
ajam-245	172	2	n	n	PROPN
ajam-245	172	3	(	(	PUNCT
ajam-245	172	4	1991	1991	NUM
ajam-245	172	5	)	)	PUNCT
ajam-245	172	6	.	.	PUNCT
ajam-245	173	1	a	a	DET
ajam-245	173	2	comparative	comparative	ADJ
ajam-245	173	3	study	study	NOUN
ajam-245	173	4	of	of	ADP
ajam-245	173	5	forecasting	forecast	VERB
ajam-245	173	6	techniques	technique	NOUN
ajam-245	173	7	on	on	ADP
ajam-245	173	8	rice	rice	NOUN
ajam-245	173	9	‚	‚	NOUN
ajam-245	173	10	cassava	cassava	NOUN
ajam-245	173	11	,	,	PUNCT
ajam-245	173	12	and	and	CCONJ
ajam-245	173	13	mungbean	mungbean	NOUN
ajam-245	173	14	.	.	PUNCT
ajam-245	174	1	farm	farm	NOUN
ajam-245	174	2	gate	gate	PROPN
ajam-245	174	3	prices	prices	PROPN
ajam-245	174	4	‚	‚	PROPN
ajam-245	174	5	master	master	PROPN
ajam-245	174	6	thesis.thailand	thesis.thailand	NOUN
ajam-245	174	7	:	:	PUNCT
ajam-245	174	8	kasetsart	kasetsart	PROPN
ajam-245	174	9	university	university	PROPN
ajam-245	174	10	.	.	PUNCT
ajam-245	175	1	everette	everette	PROPN
ajam-245	175	2	s	s	PROPN
ajam-245	175	3	,	,	PUNCT
ajam-245	175	4	gardner	gardner	PROPN
ajam-245	175	5	jr	jr	PROPN
ajam-245	175	6	(	(	PUNCT
ajam-245	175	7	2006	2006	NUM
ajam-245	175	8	)	)	PUNCT
ajam-245	175	9	.	.	PUNCT
ajam-245	176	1	exponential	exponential	ADJ
ajam-245	176	2	smoothing	smoothing	NOUN
ajam-245	176	3	:	:	PUNCT
ajam-245	176	4	the	the	DET
ajam-245	176	5	state	state	NOUN
ajam-245	176	6	of	of	ADP
ajam-245	176	7	the	the	DET
ajam-245	176	8	art	art	NOUN
ajam-245	176	9	–	–	PUNCT
ajam-245	176	10	partii	partii	NOUN
ajam-245	176	11	.	.	PUNCT
ajam-245	177	1	int	int	NOUN
ajam-245	177	2	.	.	PUNCT
ajam-245	178	1	j.	j.	PROPN
ajam-245	178	2	forecasting	forecast	VERB
ajam-245	178	3	22	22	NUM
ajam-245	178	4	:	:	PUNCT
ajam-245	178	5	637	637	NUM
ajam-245	178	6	-	-	SYM
ajam-245	178	7	666	666	NUM
ajam-245	178	8	.	.	PUNCT
ajam-245	178	9	gardner	gardner	PROPN
ajam-245	178	10	es	es	PROPN
ajam-245	178	11	jr	jr	PROPN
ajam-245	178	12	.	.	PROPN
ajam-245	178	13	,	,	PUNCT
ajam-245	178	14	mckenzie	mckenzie	PROPN
ajam-245	178	15	e	e	PROPN
ajam-245	178	16	(	(	PUNCT
ajam-245	178	17	1988	1988	NUM
ajam-245	178	18	)	)	PUNCT
ajam-245	178	19	.	.	PUNCT
ajam-245	179	1	model	model	NOUN
ajam-245	179	2	identification	identification	NOUN
ajam-245	179	3	in	in	ADP
ajam-245	179	4	exponential	exponential	ADJ
ajam-245	179	5	smoothing	smoothing	NOUN
ajam-245	179	6	.	.	PUNCT
ajam-245	180	1	j.	j.	PROPN
ajam-245	180	2	operational	operational	PROPN
ajam-245	180	3	res	res	PROPN
ajam-245	180	4	.	.	PUNCT
ajam-245	181	1	soc	soc	PROPN
ajam-245	181	2	.	.	PUNCT
ajam-245	182	1	39	39	NUM
ajam-245	182	2	:	:	PUNCT
ajam-245	183	1	863–867	863–867	NUM
ajam-245	183	2	.	.	PUNCT
ajam-245	184	1	gujarati	gujarati	PROPN
ajam-245	184	2	d	d	PROPN
ajam-245	184	3	(	(	PUNCT
ajam-245	184	4	1995	1995	NUM
ajam-245	184	5	)	)	PUNCT
ajam-245	184	6	.	.	PUNCT
ajam-245	185	1	basic	basic	ADJ
ajam-245	185	2	econometrics	econometric	NOUN
ajam-245	185	3	,	,	PUNCT
ajam-245	185	4	translation	translation	NOUN
ajam-245	185	5	by	by	ADP
ajam-245	185	6	hamid	hamid	PROPN
ajam-245	185	7	abrishami	abrishami	PROPN
ajam-245	185	8	,	,	PUNCT
ajam-245	185	9	publications	publications	PROPN
ajam-245	185	10	institute	institute	PROPN
ajam-245	185	11	of	of	ADP
ajam-245	185	12	tehran	tehran	PROPN
ajam-245	185	13	university	university	PROPN
ajam-245	185	14	,	,	PUNCT
ajam-245	185	15	2004	2004	NUM
ajam-245	185	16	.	.	PUNCT
ajam-245	186	1	haoffi	haoffi	PROPN
ajam-245	186	2	z	z	NOUN
ajam-245	186	3	‚	‚	NUM
ajam-245	186	4	guoping	guope	VERB
ajam-245	186	5	x	x	PRON
ajam-245	186	6	,	,	PUNCT
ajam-245	186	7	fagting	fagte	VERB
ajam-245	186	8	y	y	PROPN
ajam-245	186	9	,	,	PUNCT
ajam-245	186	10	han	han	PROPN
ajam-245	186	11	y	y	PROPN
ajam-245	186	12	(	(	PUNCT
ajam-245	186	13	2007	2007	NUM
ajam-245	186	14	)	)	PUNCT
ajam-245	186	15	.	.	PUNCT
ajam-245	187	1	a	a	DET
ajam-245	187	2	neural	neural	ADJ
ajam-245	187	3	network	network	NOUN
ajam-245	187	4	model	model	NOUN
ajam-245	187	5	based	base	VERB
ajam-245	187	6	on	on	ADP
ajam-245	187	7	the	the	DET
ajam-245	187	8	multi	multi	ADJ
ajam-245	187	9	-	-	ADJ
ajam-245	187	10	stage	stage	ADJ
ajam-245	187	11	optimization	optimization	NOUN
ajam-245	187	12	approach	approach	NOUN
ajam-245	187	13	for	for	ADP
ajam-245	187	14	short	short	ADJ
ajam-245	187	15	-	-	PUNCT
ajam-245	187	16	term	term	NOUN
ajam-245	187	17	food	food	NOUN
ajam-245	187	18	price	price	NOUN
ajam-245	187	19	forecasting	forecasting	NOUN
ajam-245	187	20	in	in	ADP
ajam-245	187	21	china	china	PROPN
ajam-245	187	22	,	,	PUNCT
ajam-245	187	23	expert	expert	NOUN
ajam-245	187	24	systems	system	NOUN
ajam-245	187	25	with	with	ADP
ajam-245	187	26	applications	application	NOUN
ajam-245	187	27	33	33	NUM
ajam-245	187	28	:	:	SYM
ajam-245	187	29	347	347	NUM
ajam-245	187	30	-	-	SYM
ajam-245	187	31	356	356	NUM
ajam-245	187	32	.	.	PUNCT
ajam-245	188	1	henry	henry	PROPN
ajam-245	188	2	c	c	PROPN
ajam-245	188	3	,	,	PUNCT
ajam-245	188	4	rujirek	rujirek	PROPN
ajam-245	188	5	boosarawongse	boosarawongse	NOUN
ajam-245	188	6	co	co	X
ajam-245	188	7	(	(	PUNCT
ajam-245	188	8	2007	2007	NUM
ajam-245	188	9	)	)	PUNCT
ajam-245	188	10	.	.	PUNCT
ajam-245	189	1	forecasting	forecast	VERB
ajam-245	189	2	thailand	thailand	PROPN
ajam-245	189	3	,	,	PUNCT
ajam-245	189	4	s	s	VERB
ajam-245	189	5	rice	rice	NOUN
ajam-245	189	6	export	export	NOUN
ajam-245	189	7	:	:	PUNCT
ajam-245	189	8	statistical	statistical	ADJ
ajam-245	189	9	techniques	technique	NOUN
ajam-245	189	10	vs.	vs.	ADP
ajam-245	189	11	artificle	artificle	PROPN
ajam-245	189	12	neural	neural	PROPN
ajam-245	189	13	net	net	PROPN
ajam-245	189	14	works.computers	works.computers	PROPN
ajam-245	189	15	&	&	CCONJ
ajam-245	189	16	industrial	industrial	ADJ
ajam-245	189	17	engineering	engineering	PROPN
ajam-245	189	18	53	53	NUM
ajam-245	189	19	:	:	PUNCT
ajam-245	189	20	610	610	NUM
ajam-245	189	21	-	-	SYM
ajam-245	189	22	627	627	NUM
ajam-245	189	23	.	.	PUNCT
ajam-245	190	1	hyndman	hyndman	PROPN
ajam-245	190	2	rj	rj	PROPN
ajam-245	190	3	‚	‚	PROPN
ajam-245	190	4	koehle	koehle	PROPN
ajam-245	190	5	ab	ab	PROPN
ajam-245	190	6	‚	‚	PROPN
ajam-245	190	7	snyder	snyder	PROPN
ajam-245	190	8	rd	rd	PROPN
ajam-245	190	9	‚	‚	PROPN
ajam-245	190	10	grose	grose	PROPN
ajam-245	190	11	s	s	X
ajam-245	190	12	(	(	PUNCT
ajam-245	190	13	2002	2002	NUM
ajam-245	190	14	)	)	PUNCT
ajam-245	190	15	.	.	PUNCT
ajam-245	191	1	a	a	DET
ajam-245	191	2	state	state	NOUN
ajam-245	191	3	space	space	NOUN
ajam-245	191	4	fram	fram	NOUN
ajam-245	191	5	work	work	NOUN
ajam-245	191	6	for	for	ADP
ajam-245	191	7	avtomafic	avtomafic	ADJ
ajam-245	191	8	forecasting	forecasting	NOUN
ajam-245	191	9	vising	vise	VERB
ajam-245	191	10	es	es	NOUN
ajam-245	191	11	methods	method	NOUN
ajam-245	191	12	‚	‚	PROPN
ajam-245	191	13	int	int	NOUN
ajam-245	191	14	.	.	PUNCT
ajam-245	192	1	j.	j.	PROPN
ajam-245	192	2	forecasting	forecasting	PROPN
ajam-245	192	3	18	18	NUM
ajam-245	192	4	:	:	SYM
ajam-245	192	5	439	439	NUM
ajam-245	192	6	-	-	SYM
ajam-245	192	7	454	454	NUM
ajam-245	192	8	.	.	PUNCT
ajam-245	193	1	kerdsomboon	kerdsomboon	PROPN
ajam-245	193	2	m	m	PROPN
ajam-245	193	3	(	(	PUNCT
ajam-245	193	4	1999	1999	NUM
ajam-245	193	5	)	)	PUNCT
ajam-245	193	6	.	.	PUNCT
ajam-245	194	1	forecasting	forecasting	NOUN
ajam-245	194	2	of	of	ADP
ajam-245	194	3	agricultural	agricultural	ADJ
ajam-245	194	4	products	product	NOUN
ajam-245	194	5	and	and	CCONJ
ajam-245	194	6	prices	price	NOUN
ajam-245	194	7	.	.	PUNCT
ajam-245	195	1	master	master	NOUN
ajam-245	195	2	thesis.thailand	thesis.thailand	NOUN
ajam-245	195	3	:	:	PUNCT
ajam-245	195	4	chulalongkorn	chulalongkorn	ADJ
ajam-245	195	5	university	university	NOUN
ajam-245	195	6	.	.	PUNCT
ajam-245	196	1	khavari	khavari	PROPN
ajam-245	196	2	nejad	nejad	PROPN
ajam-245	197	1	a	a	PRON
ajam-245	197	2	(	(	PUNCT
ajam-245	197	3	2002	2002	NUM
ajam-245	197	4	)	)	PUNCT
ajam-245	197	5	.	.	PUNCT
ajam-245	198	1	gross	gross	ADJ
ajam-245	198	2	domestic	domestic	ADJ
ajam-245	198	3	production	production	NOUN
ajam-245	198	4	estimation	estimation	NOUN
ajam-245	198	5	for	for	ADP
ajam-245	198	6	1936	1936	NUM
ajam-245	198	7	-	-	SYM
ajam-245	198	8	1959	1959	NUM
ajam-245	198	9	.	.	PUNCT
ajam-245	199	1	monetary	monetary	ADJ
ajam-245	199	2	and	and	CCONJ
ajam-245	199	3	banking	banking	NOUN
ajam-245	199	4	researches	research	VERB
ajam-245	199	5	institution	institution	NOUN
ajam-245	199	6	of	of	ADP
ajam-245	199	7	central	central	ADJ
ajam-245	199	8	bank	bank	PROPN
ajam-245	199	9	of	of	ADP
ajam-245	199	10	iran	iran	PROPN
ajam-245	199	11	.	.	PUNCT
ajam-245	200	1	kiani	kiani	PROPN
ajam-245	200	2	rad	rad	PROPN
ajam-245	200	3	a	a	PROPN
ajam-245	200	4	,	,	PUNCT
ajam-245	200	5	kopahi	kopahi	PROPN
ajam-245	200	6	m	m	PROPN
ajam-245	200	7	(	(	PUNCT
ajam-245	200	8	2000	2000	NUM
ajam-245	200	9	)	)	PUNCT
ajam-245	200	10	.	.	PUNCT
ajam-245	201	1	analyzing	analyze	VERB
ajam-245	201	2	of	of	ADP
ajam-245	201	3	public	public	ADJ
ajam-245	201	4	investment	investment	NOUN
ajam-245	201	5	in	in	ADP
ajam-245	201	6	agricultural	agricultural	ADJ
ajam-245	201	7	sector	sector	NOUN
ajam-245	201	8	and	and	CCONJ
ajam-245	201	9	prediction	prediction	NOUN
ajam-245	201	10	for	for	ADP
ajam-245	201	11	2000	2000	NUM
ajam-245	201	12	-	-	SYM
ajam-245	201	13	2006	2006	NUM
ajam-245	201	14	,	,	PUNCT
ajam-245	201	15	iranian	iranian	PROPN
ajam-245	201	16	j.	j.	PROPN
ajam-245	201	17	agric	agric	PROPN
ajam-245	201	18	.	.	PROPN
ajam-245	201	19	econ	econ	PROPN
ajam-245	201	20	.	.	PUNCT
ajam-245	202	1	dev	dev	PROPN
ajam-245	202	2	.	.	PROPN
ajam-245	203	1	32	32	NUM
ajam-245	203	2	:	:	PUNCT
ajam-245	203	3	103	103	NUM
ajam-245	203	4	-	-	SYM
ajam-245	203	5	116	116	NUM
ajam-245	203	6	.	.	PUNCT
ajam-245	204	1	najafi	najafi	VERB
ajam-245	204	2	nab	nab	VERB
ajam-245	204	3	r	r	NOUN
ajam-245	204	4	,	,	PUNCT
ajam-245	204	5	tarazi	tarazi	NOUN
ajam-245	204	6	m	m	NOUN
ajam-245	204	7	(	(	PUNCT
ajam-245	204	8	2006	2006	NUM
ajam-245	204	9	)	)	PUNCT
ajam-245	204	10	.	.	PUNCT
ajam-245	205	1	forecasting	forecasting	NOUN
ajam-245	205	2	of	of	ADP
ajam-245	205	3	iran	iran	PROPN
ajam-245	205	4	pistachio	pistachio	PROPN
ajam-245	205	5	export	export	NOUN
ajam-245	205	6	:	:	PUNCT
ajam-245	205	7	application	application	NOUN
ajam-245	205	8	of	of	ADP
ajam-245	205	9	artificial	artificial	ADJ
ajam-245	205	10	neural	neural	ADJ
ajam-245	205	11	network	network	NOUN
ajam-245	205	12	.	.	PUNCT
ajam-245	206	1	j.	j.	PROPN
ajam-245	206	2	trading	trading	PROPN
ajam-245	206	3	bulletin	bulletin	NOUN
ajam-245	206	4	.	.	PUNCT
ajam-245	207	1	29	29	NUM
ajam-245	207	2	:	:	SYM
ajam-245	207	3	191214	191214	NUM
ajam-245	207	4	.	.	PUNCT
ajam-245	208	1	nesabian	nesabian	PROPN
ajam-245	208	2	sh	sh	PROPN
ajam-245	208	3	,	,	PUNCT
ajam-245	208	4	sadrolashrafi	sadrolashrafi	PROPN
ajam-245	208	5	m	m	PROPN
ajam-245	208	6	(	(	PUNCT
ajam-245	208	7	2002	2002	NUM
ajam-245	208	8	)	)	PUNCT
ajam-245	208	9	.	.	PUNCT
ajam-245	209	1	the	the	DET
ajam-245	209	2	impact	impact	NOUN
ajam-245	209	3	of	of	ADP
ajam-245	209	4	difference	difference	NOUN
ajam-245	209	5	between	between	ADP
ajam-245	209	6	optimal	optimal	ADJ
ajam-245	209	7	value	value	NOUN
ajam-245	209	8	added	add	VERB
ajam-245	209	9	and	and	CCONJ
ajam-245	209	10	codified	codify	VERB
ajam-245	209	11	for	for	ADP
ajam-245	209	12	agricultural	agricultural	ADJ
ajam-245	209	13	subsectors	subsector	NOUN
ajam-245	209	14	on	on	ADP
ajam-245	209	15	optimal	optimal	ADJ
ajam-245	209	16	gdp	gdp	NOUN
ajam-245	209	17	in	in	ADP
ajam-245	209	18	third	third	ADJ
ajam-245	209	19	programming	programming	NOUN
ajam-245	209	20	of	of	ADP
ajam-245	209	21	development	development	NOUN
ajam-245	209	22	.	.	PUNCT
ajam-245	210	1	iranian	iranian	PROPN
ajam-245	210	2	j.	j.	PROPN
ajam-245	210	3	agric	agric	PROPN
ajam-245	210	4	.	.	PUNCT
ajam-245	211	1	sci	sci	PROPN
ajam-245	211	2	.	.	PROPN
ajam-245	212	1	8	8	NUM
ajam-245	212	2	:	:	SYM
ajam-245	212	3	35	35	NUM
ajam-245	212	4	-	-	SYM
ajam-245	212	5	42	42	NUM
ajam-245	212	6	.	.	PUNCT
ajam-245	213	1	noferesti	noferesti	PROPN
ajam-245	213	2	m	m	VERB
ajam-245	213	3	(	(	PUNCT
ajam-245	213	4	1999	1999	NUM
ajam-245	213	5	)	)	PUNCT
ajam-245	213	6	.	.	PUNCT
ajam-245	214	1	unit	unit	NOUN
ajam-245	214	2	root	root	NOUN
ajam-245	214	3	and	and	CCONJ
ajam-245	214	4	correlation	correlation	NOUN
ajam-245	214	5	in	in	ADP
ajam-245	214	6	econometrics	econometric	NOUN
ajam-245	214	7	,	,	PUNCT
ajam-245	214	8	rasa	rasa	PROPN
ajam-245	214	9	publications	publications	PROPN
ajam-245	214	10	institute	institute	PROPN
ajam-245	214	11	,	,	PUNCT
ajam-245	214	12	tehran	tehran	PROPN
ajam-245	214	13	.	.	PUNCT
ajam-245	215	1	o'connell	o'connell	PROPN
ajam-245	215	2	bawerman	bawerman	PROPN
ajam-245	215	3	(	(	PUNCT
ajam-245	215	4	1979	1979	NUM
ajam-245	215	5	)	)	PUNCT
ajam-245	215	6	.	.	PUNCT
ajam-245	216	1	time	time	NOUN
ajam-245	216	2	series	series	PROPN
ajam-245	216	3	forecasting	forecasting	NOUN
ajam-245	216	4	:	:	PUNCT
ajam-245	216	5	identification	identification	NOUN
ajam-245	216	6	,	,	PUNCT
ajam-245	216	7	estimation	estimation	NOUN
ajam-245	216	8	,	,	PUNCT
ajam-245	216	9	prediction	prediction	NOUN
ajam-245	216	10	.	.	PUNCT
ajam-245	217	1	translation	translation	NOUN
ajam-245	217	2	by	by	ADP
ajam-245	217	3	reza	reza	PROPN
ajam-245	217	4	shiva	shiva	PROPN
ajam-245	217	5	,	,	PUNCT
ajam-245	217	6	instit	instit	NOUN
ajam-245	217	7	stud	stud	VERB
ajam-245	217	8	trading	trading	NOUN
ajam-245	217	9	res	re	NOUN
ajam-245	217	10	,	,	PUNCT
ajam-245	217	11	tehran	tehran	NOUN
ajam-245	217	12	,	,	PUNCT
ajam-245	217	13	1996	1996	NUM
ajam-245	217	14	.	.	PUNCT
ajam-245	218	1	reed	reed	PROPN
ajam-245	218	2	rd	rd	PROPN
ajam-245	218	3	‚	‚	PROPN
ajam-245	218	4	marks	marks	PROPN
ajam-245	218	5	rj	rj	PROPN
ajam-245	218	6	(	(	PUNCT
ajam-245	218	7	1999	1999	NUM
ajam-245	218	8	)	)	PUNCT
ajam-245	218	9	.	.	PUNCT
ajam-245	219	1	neural	neural	ADJ
ajam-245	219	2	smithing	smithing	NOUN
ajam-245	219	3	:	:	PUNCT
ajam-245	219	4	supervised	supervised	ADJ
ajam-245	219	5	learning	learning	NOUN
ajam-245	219	6	in	in	ADP
ajam-245	219	7	feedforward	feedforward	ADJ
ajam-245	219	8	artificial	artificial	ADJ
ajam-245	219	9	neural	neural	ADJ
ajam-245	219	10	networks	network	NOUN
ajam-245	219	11	,	,	PUNCT
ajam-245	219	12	mit	mit	PROPN
ajam-245	219	13	press	press	PROPN
ajam-245	219	14	london	london	PROPN
ajam-245	219	15	.	.	PUNCT
ajam-245	220	1	sangpattaranate	sangpattaranate	PROPN
ajam-245	220	2	p	p	NOUN
ajam-245	220	3	(	(	PUNCT
ajam-245	220	4	2005	2005	NUM
ajam-245	220	5	)	)	PUNCT
ajam-245	220	6	.	.	PUNCT
ajam-245	221	1	forecasting	forecasting	NOUN
ajam-245	221	2	of	of	ADP
ajam-245	221	3	rice	rice	NOUN
ajam-245	221	4	prices	price	NOUN
ajam-245	221	5	in	in	ADP
ajam-245	221	6	thailand	thailand	PROPN
ajam-245	221	7	:	:	PUNCT
ajam-245	221	8	master	master	NOUN
ajam-245	221	9	thesis.thailand	thesis.thailand	NOUN
ajam-245	221	10	:	:	PUNCT
ajam-245	221	11	kasetsart	kasetsart	PROPN
ajam-245	221	12	university	university	PROPN
ajam-245	221	13	.	.	PUNCT
ajam-245	222	1	shirin	shirin	PROPN
ajam-245	222	2	bakhsh	bakhsh	PROPN
ajam-245	223	1	sh	sh	PROPN
ajam-245	223	2	,	,	PUNCT
ajam-245	223	3	khansari	khansari	PROPN
ajam-245	223	4	z	z	NOUN
ajam-245	223	5	(	(	PUNCT
ajam-245	223	6	2005	2005	NUM
ajam-245	223	7	)	)	PUNCT
ajam-245	223	8	.	.	PUNCT
ajam-245	224	1	application	application	NOUN
ajam-245	224	2	of	of	ADP
ajam-245	224	3	eviews	eview	NOUN
ajam-245	224	4	in	in	ADP
ajam-245	224	5	econometrics	econometric	NOUN
ajam-245	224	6	.	.	PUNCT
ajam-245	225	1	instit	instit	PROPN
ajam-245	225	2	.	.	PUNCT
ajam-245	226	1	econ	econ	PROPN
ajam-245	226	2	.	.	PUNCT
ajam-245	227	1	res	res	PROPN
ajam-245	227	2	.	.	PUNCT
ajam-245	228	1	tehran	tehran	PROPN
ajam-245	228	2	.	.	PUNCT
ajam-245	229	1	torkamani	torkamani	PROPN
ajam-245	229	2	g	g	PROPN
ajam-245	229	3	,	,	PUNCT
ajam-245	229	4	bagheri	bagheri	PROPN
ajam-245	229	5	m	m	PROPN
ajam-245	229	6	(	(	PUNCT
ajam-245	229	7	2002	2002	NUM
ajam-245	229	8	)	)	PUNCT
ajam-245	229	9	.	.	PUNCT
ajam-245	230	1	study	study	NOUN
ajam-245	230	2	of	of	ADP
ajam-245	230	3	relationship	relationship	NOUN
ajam-245	230	4	between	between	ADP
ajam-245	230	5	private	private	ADJ
ajam-245	230	6	investment	investment	NOUN
ajam-245	230	7	and	and	CCONJ
ajam-245	230	8	added	add	VERB
ajam-245	230	9	value	value	NOUN
ajam-245	230	10	in	in	ADP
ajam-245	230	11	agricultural	agricultural	ADJ
ajam-245	230	12	sector	sector	NOUN
ajam-245	230	13	,	,	PUNCT
ajam-245	230	14	iranian	iranian	PROPN
ajam-245	230	15	j.	j.	PROPN
ajam-245	230	16	agric	agric	PROPN
ajam-245	230	17	.	.	PROPN
ajam-245	231	1	econ	econ	PROPN
ajam-245	231	2	.	.	PUNCT
ajam-245	232	1	dev	dev	PROPN
ajam-245	232	2	.	.	PUNCT
ajam-245	233	1	10(40	10(40	NUM
ajam-245	233	2	):	):	PUNCT
ajam-245	233	3	1	1	NUM
ajam-245	233	4	-	-	SYM
ajam-245	233	5	24	24	NUM
ajam-245	233	6	.	.	PUNCT
ajam-245	234	1	zhang	zhang	PROPN
ajam-245	234	2	g	g	PROPN
ajam-245	234	3	,	,	PUNCT
ajam-245	234	4	patuwo	patuwo	NOUN
ajam-245	234	5	be	be	PROPN
ajam-245	234	6	,	,	PUNCT
ajam-245	234	7	hu	hu	PROPN
ajam-245	235	1	my	my	PRON
ajam-245	235	2	(	(	PUNCT
ajam-245	235	3	1998	1998	NUM
ajam-245	235	4	)	)	PUNCT
ajam-245	235	5	.	.	PUNCT
ajam-245	236	1	forecasting	forecast	VERB
ajam-245	236	2	with	with	ADP
ajam-245	236	3	artificial	artificial	ADJ
ajam-245	236	4	neural	neural	ADJ
ajam-245	236	5	network	network	NOUN
ajam-245	236	6	:	:	PUNCT
ajam-245	236	7	the	the	DET
ajam-245	236	8	state	state	NOUN
ajam-245	236	9	of	of	ADP
ajam-245	236	10	art	art	NOUN
ajam-245	236	11	,	,	PUNCT
ajam-245	236	12	int	int	NOUN
ajam-245	236	13	.	.	PUNCT
ajam-245	237	1	j.	j.	PROPN
ajam-245	237	2	forecasting	forecast	VERB
ajam-245	237	3	14	14	NUM
ajam-245	237	4	:	:	SYM
ajam-245	237	5	35	35	NUM
ajam-245	237	6	-	-	SYM
ajam-245	237	7	62	62	NUM
ajam-245	237	8	.	.	PUNCT