id	sid	tid	token	lemma	pos
ajbmeb-1706	1	1	american	american	PROPN
ajbmeb-1706	1	2	journal	journal	PROPN
ajbmeb-1706	1	3	of	of	ADP
ajbmeb-1706	1	4	business	business	NOUN
ajbmeb-1706	1	5	management	management	NOUN
ajbmeb-1706	1	6	,	,	PUNCT
ajbmeb-1706	1	7	economics	economic	NOUN
ajbmeb-1706	1	8	and	and	CCONJ
ajbmeb-1706	1	9	banking	banking	NOUN
ajbmeb-1706	1	10	issn	issn	PROPN
ajbmeb-1706	1	11	(	(	PUNCT
ajbmeb-1706	1	12	e	e	NOUN
ajbmeb-1706	1	13	):	):	PUNCT
ajbmeb-1706	1	14	2832	2832	NUM
ajbmeb-1706	1	15	-	-	SYM
ajbmeb-1706	1	16	8078	8078	NUM
ajbmeb-1706	1	17	volume	volume	NOUN
ajbmeb-1706	1	18	20	20	NUM
ajbmeb-1706	1	19	,	,	PUNCT
ajbmeb-1706	1	20	|	|	ADV
ajbmeb-1706	1	21	january	january	PROPN
ajbmeb-1706	1	22	,	,	PUNCT
ajbmeb-1706	1	23	2024	2024	NUM
ajbmeb-1706	1	24	p	p	NOUN
ajbmeb-1706	1	25	a	a	DET
ajbmeb-1706	1	26	g	g	NOUN
ajbmeb-1706	1	27	e	e	NOUN
ajbmeb-1706	1	28	|	|	ADV
ajbmeb-1706	1	29	1	1	NUM
ajbmeb-1706	1	30	www.americanjournal.org	www.americanjournal.org	NOUN
ajbmeb-1706	1	31	data	datum	NOUN
ajbmeb-1706	1	32	mining	mining	NOUN
ajbmeb-1706	1	33	and	and	CCONJ
ajbmeb-1706	1	34	its	its	PRON
ajbmeb-1706	1	35	impact	impact	NOUN
ajbmeb-1706	1	36	on	on	ADP
ajbmeb-1706	1	37	investors	investor	NOUN
ajbmeb-1706	1	38	’	'	PUNCT
ajbmeb-1706	1	39	decisions	decision	NOUN
ajbmeb-1706	1	40	:	:	PUNCT
ajbmeb-1706	1	41	a	a	DET
ajbmeb-1706	1	42	case	case	NOUN
ajbmeb-1706	1	43	study	study	NOUN
ajbmeb-1706	1	44	in	in	ADP
ajbmeb-1706	1	45	the	the	DET
ajbmeb-1706	1	46	iraqi	iraqi	ADJ
ajbmeb-1706	1	47	financial	financial	ADJ
ajbmeb-1706	1	48	market	market	NOUN
ajbmeb-1706	1	49	using	use	VERB
ajbmeb-1706	1	50	the	the	DET
ajbmeb-1706	1	51	rbf	rbf	PROPN
ajbmeb-1706	1	52	model	model	PROPN
ajbmeb-1706	1	53	amna	amna	PROPN
ajbmeb-1706	1	54	shehab	shehab	PROPN
ajbmeb-1706	1	55	ahmed	ahmed	PROPN
ajbmeb-1706	1	56	al	al	PROPN
ajbmeb-1706	1	57	-	-	PROPN
ajbmeb-1706	1	58	hassan	hassan	PROPN
ajbmeb-1706	1	59	a	a	DET
ajbmeb-1706	1	60	assistant	assistant	ADJ
ajbmeb-1706	1	61	lecturer	lecturer	NOUN
ajbmeb-1706	1	62	at	at	ADP
ajbmeb-1706	1	63	al	al	PROPN
ajbmeb-1706	1	64	-	-	PUNCT
ajbmeb-1706	1	65	nahrain	nahrain	PROPN
ajbmeb-1706	1	66	university	university	NOUN
ajbmeb-1706	1	67	,	,	PUNCT
ajbmeb-1706	1	68	college	college	NOUN
ajbmeb-1706	1	69	of	of	ADP
ajbmeb-1706	1	70	business	business	NOUN
ajbmeb-1706	1	71	economics	economic	NOUN
ajbmeb-1706	1	72	.	.	PUNCT
ajbmeb-1706	2	1	baghdad	baghdad	PROPN
ajbmeb-1706	2	2	,	,	PUNCT
ajbmeb-1706	2	3	iraq	iraq	PROPN
ajbmeb-1706	2	4	.	.	PUNCT
ajbmeb-1706	3	1	e	e	X
ajbmeb-1706	3	2	-	-	NOUN
ajbmeb-1706	3	3	mail	mail	NOUN
ajbmeb-1706	3	4	:	:	PUNCT
ajbmeb-1706	3	5	amna.shehab@nahrainuniv.edu.iq	amna.shehab@nahrainuniv.edu.iq	ADJ
ajbmeb-1706	3	6	orcid	orcid	NOUN
ajbmeb-1706	3	7	:	:	PUNCT
ajbmeb-1706	3	8	https://orcid.org/0000-0002-8885-5390	https://orcid.org/0000-0002-8885-5390	VERB
ajbmeb-1706	3	9	a	a	DET
ajbmeb-1706	3	10	b	b	PROPN
ajbmeb-1706	3	11	s	s	ADP
ajbmeb-1706	3	12	t	t	PROPN
ajbmeb-1706	3	13	r	r	NOUN
ajbmeb-1706	3	14	a	a	DET
ajbmeb-1706	3	15	c	c	NOUN
ajbmeb-1706	3	16	t	t	NOUN
ajbmeb-1706	4	1	k	k	X
ajbmeb-1706	4	2	e	e	PROPN
ajbmeb-1706	4	3	y	y	PROPN
ajbmeb-1706	4	4	w	w	NOUN
ajbmeb-1706	4	5	o	o	NOUN
ajbmeb-1706	4	6	r	r	NOUN
ajbmeb-1706	4	7	d	d	X
ajbmeb-1706	4	8	s	s	VERB
ajbmeb-1706	4	9	the	the	DET
ajbmeb-1706	4	10	research	research	NOUN
ajbmeb-1706	4	11	addressed	address	VERB
ajbmeb-1706	4	12	the	the	DET
ajbmeb-1706	4	13	definition	definition	NOUN
ajbmeb-1706	4	14	of	of	ADP
ajbmeb-1706	4	15	data	datum	NOUN
ajbmeb-1706	4	16	mining	mining	NOUN
ajbmeb-1706	4	17	technology	technology	NOUN
ajbmeb-1706	4	18	in	in	ADP
ajbmeb-1706	4	19	general	general	ADJ
ajbmeb-1706	4	20	and	and	CCONJ
ajbmeb-1706	4	21	the	the	DET
ajbmeb-1706	4	22	rbf	rbf	PROPN
ajbmeb-1706	4	23	model	model	NOUN
ajbmeb-1706	4	24	in	in	ADP
ajbmeb-1706	4	25	particular	particular	ADJ
ajbmeb-1706	4	26	and	and	CCONJ
ajbmeb-1706	4	27	its	its	PRON
ajbmeb-1706	4	28	importance	importance	NOUN
ajbmeb-1706	4	29	in	in	ADP
ajbmeb-1706	4	30	analyzing	analyze	VERB
ajbmeb-1706	4	31	financial	financial	ADJ
ajbmeb-1706	4	32	market	market	NOUN
ajbmeb-1706	4	33	data	datum	NOUN
ajbmeb-1706	4	34	to	to	PART
ajbmeb-1706	4	35	facilitate	facilitate	VERB
ajbmeb-1706	4	36	investors	investor	NOUN
ajbmeb-1706	4	37	’	'	PUNCT
ajbmeb-1706	4	38	decisions	decision	NOUN
ajbmeb-1706	4	39	.	.	PUNCT
ajbmeb-1706	5	1	the	the	DET
ajbmeb-1706	5	2	data	datum	NOUN
ajbmeb-1706	5	3	was	be	AUX
ajbmeb-1706	5	4	collected	collect	VERB
ajbmeb-1706	5	5	based	base	VERB
ajbmeb-1706	5	6	on	on	ADP
ajbmeb-1706	5	7	the	the	DET
ajbmeb-1706	5	8	daily	daily	ADJ
ajbmeb-1706	5	9	and	and	CCONJ
ajbmeb-1706	5	10	weekly	weekly	ADJ
ajbmeb-1706	5	11	reports	report	NOUN
ajbmeb-1706	5	12	of	of	ADP
ajbmeb-1706	5	13	the	the	DET
ajbmeb-1706	5	14	iraqi	iraqi	ADJ
ajbmeb-1706	5	15	stock	stock	NOUN
ajbmeb-1706	5	16	market	market	NOUN
ajbmeb-1706	5	17	,	,	PUNCT
ajbmeb-1706	5	18	where	where	SCONJ
ajbmeb-1706	5	19	the	the	DET
ajbmeb-1706	5	20	research	research	NOUN
ajbmeb-1706	5	21	sought	seek	VERB
ajbmeb-1706	5	22	to	to	PART
ajbmeb-1706	5	23	test	test	VERB
ajbmeb-1706	5	24	a	a	DET
ajbmeb-1706	5	25	main	main	ADJ
ajbmeb-1706	5	26	hypothesis	hypothesis	NOUN
ajbmeb-1706	5	27	that	that	PRON
ajbmeb-1706	5	28	states	state	VERB
ajbmeb-1706	5	29	that	that	SCONJ
ajbmeb-1706	5	30	adopting	adopt	VERB
ajbmeb-1706	5	31	artificial	artificial	ADJ
ajbmeb-1706	5	32	neural	neural	ADJ
ajbmeb-1706	5	33	network	network	NOUN
ajbmeb-1706	5	34	algorithms	algorithm	VERB
ajbmeb-1706	5	35	the	the	DET
ajbmeb-1706	5	36	radial	radial	ADJ
ajbmeb-1706	5	37	basis	basis	NOUN
ajbmeb-1706	5	38	function	function	NOUN
ajbmeb-1706	5	39	(	(	PUNCT
ajbmeb-1706	5	40	rbf	rbf	PROPN
ajbmeb-1706	5	41	)	)	PUNCT
ajbmeb-1706	5	42	is	be	AUX
ajbmeb-1706	5	43	one	one	NUM
ajbmeb-1706	5	44	of	of	ADP
ajbmeb-1706	5	45	the	the	DET
ajbmeb-1706	5	46	best	good	ADJ
ajbmeb-1706	5	47	data	datum	NOUN
ajbmeb-1706	5	48	mining	mining	NOUN
ajbmeb-1706	5	49	algorithms	algorithm	NOUN
ajbmeb-1706	5	50	for	for	ADP
ajbmeb-1706	5	51	predicting	predict	VERB
ajbmeb-1706	5	52	and	and	CCONJ
ajbmeb-1706	5	53	analyzing	analyze	VERB
ajbmeb-1706	5	54	financial	financial	ADJ
ajbmeb-1706	5	55	indicators	indicator	NOUN
ajbmeb-1706	5	56	for	for	ADP
ajbmeb-1706	5	57	the	the	DET
ajbmeb-1706	5	58	sample	sample	NOUN
ajbmeb-1706	5	59	studied	study	VERB
ajbmeb-1706	5	60	.	.	PUNCT
ajbmeb-1706	6	1	the	the	DET
ajbmeb-1706	6	2	research	research	NOUN
ajbmeb-1706	6	3	reached	reach	VERB
ajbmeb-1706	6	4	a	a	DET
ajbmeb-1706	6	5	set	set	NOUN
ajbmeb-1706	6	6	of	of	ADP
ajbmeb-1706	6	7	conclusions	conclusion	NOUN
ajbmeb-1706	6	8	,	,	PUNCT
ajbmeb-1706	6	9	the	the	DET
ajbmeb-1706	6	10	most	most	ADV
ajbmeb-1706	6	11	important	important	ADJ
ajbmeb-1706	6	12	of	of	ADP
ajbmeb-1706	6	13	which	which	PRON
ajbmeb-1706	6	14	is	be	AUX
ajbmeb-1706	6	15	confirming	confirm	VERB
ajbmeb-1706	6	16	the	the	DET
ajbmeb-1706	6	17	research	research	NOUN
ajbmeb-1706	6	18	hypothesis	hypothesis	NOUN
ajbmeb-1706	6	19	.	.	PUNCT
ajbmeb-1706	7	1	based	base	VERB
ajbmeb-1706	7	2	on	on	ADP
ajbmeb-1706	7	3	this	this	PRON
ajbmeb-1706	7	4	,	,	PUNCT
ajbmeb-1706	7	5	the	the	DET
ajbmeb-1706	7	6	researcher	researcher	NOUN
ajbmeb-1706	7	7	recommended	recommend	VERB
ajbmeb-1706	7	8	the	the	DET
ajbmeb-1706	7	9	necessity	necessity	NOUN
ajbmeb-1706	7	10	of	of	ADP
ajbmeb-1706	7	11	studying	study	VERB
ajbmeb-1706	7	12	other	other	ADJ
ajbmeb-1706	7	13	indicators	indicator	NOUN
ajbmeb-1706	7	14	within	within	ADP
ajbmeb-1706	7	15	a	a	DET
ajbmeb-1706	7	16	longer	long	ADJ
ajbmeb-1706	7	17	period	period	NOUN
ajbmeb-1706	7	18	to	to	PART
ajbmeb-1706	7	19	obtain	obtain	VERB
ajbmeb-1706	7	20	higher	high	ADJ
ajbmeb-1706	7	21	accuracy	accuracy	NOUN
ajbmeb-1706	7	22	of	of	ADP
ajbmeb-1706	7	23	the	the	DET
ajbmeb-1706	7	24	results	result	NOUN
ajbmeb-1706	7	25	,	,	PUNCT
ajbmeb-1706	7	26	as	as	ADP
ajbmeb-1706	7	27	the	the	DET
ajbmeb-1706	7	28	larger	large	ADJ
ajbmeb-1706	7	29	the	the	DET
ajbmeb-1706	7	30	data	data	NOUN
ajbmeb-1706	7	31	sample	sample	NOUN
ajbmeb-1706	7	32	,	,	PUNCT
ajbmeb-1706	7	33	the	the	DET
ajbmeb-1706	7	34	more	more	ADV
ajbmeb-1706	7	35	accurate	accurate	ADJ
ajbmeb-1706	7	36	the	the	DET
ajbmeb-1706	7	37	techniques	technique	NOUN
ajbmeb-1706	7	38	used	use	VERB
ajbmeb-1706	7	39	in	in	ADP
ajbmeb-1706	7	40	data	datum	NOUN
ajbmeb-1706	7	41	mining	mining	NOUN
ajbmeb-1706	7	42	.	.	PUNCT
ajbmeb-1706	8	1	data	data	PROPN
ajbmeb-1706	8	2	mining	mining	NOUN
ajbmeb-1706	8	3	,	,	PUNCT
ajbmeb-1706	8	4	artificial	artificial	ADJ
ajbmeb-1706	8	5	neural	neural	ADJ
ajbmeb-1706	8	6	networks	network	NOUN
ajbmeb-1706	8	7	,	,	PUNCT
ajbmeb-1706	8	8	rbf	rbf	PROPN
ajbmeb-1706	8	9	model	model	PROPN
ajbmeb-1706	8	10	.	.	PUNCT
ajbmeb-1706	9	1	introduction	introduction	NOUN
ajbmeb-1706	9	2	as	as	ADP
ajbmeb-1706	9	3	a	a	DET
ajbmeb-1706	9	4	result	result	NOUN
ajbmeb-1706	9	5	of	of	ADP
ajbmeb-1706	9	6	the	the	DET
ajbmeb-1706	9	7	development	development	NOUN
ajbmeb-1706	9	8	taking	take	VERB
ajbmeb-1706	9	9	place	place	NOUN
ajbmeb-1706	9	10	in	in	ADP
ajbmeb-1706	9	11	the	the	DET
ajbmeb-1706	9	12	financial	financial	ADJ
ajbmeb-1706	9	13	markets	market	NOUN
ajbmeb-1706	9	14	and	and	CCONJ
ajbmeb-1706	9	15	the	the	DET
ajbmeb-1706	9	16	huge	huge	ADJ
ajbmeb-1706	9	17	amount	amount	NOUN
ajbmeb-1706	9	18	of	of	ADP
ajbmeb-1706	9	19	financial	financial	ADJ
ajbmeb-1706	9	20	data	datum	NOUN
ajbmeb-1706	9	21	,	,	PUNCT
ajbmeb-1706	9	22	the	the	DET
ajbmeb-1706	9	23	need	need	NOUN
ajbmeb-1706	9	24	has	have	AUX
ajbmeb-1706	9	25	emerged	emerge	VERB
ajbmeb-1706	9	26	to	to	PART
ajbmeb-1706	9	27	use	use	VERB
ajbmeb-1706	9	28	data	datum	NOUN
ajbmeb-1706	9	29	mining	mining	NOUN
ajbmeb-1706	9	30	techniques	technique	NOUN
ajbmeb-1706	9	31	to	to	PART
ajbmeb-1706	9	32	search	search	VERB
ajbmeb-1706	9	33	and	and	CCONJ
ajbmeb-1706	9	34	extract	extract	VERB
ajbmeb-1706	9	35	knowledge	knowledge	NOUN
ajbmeb-1706	9	36	and	and	CCONJ
ajbmeb-1706	9	37	provide	provide	VERB
ajbmeb-1706	9	38	a	a	DET
ajbmeb-1706	9	39	database	database	NOUN
ajbmeb-1706	9	40	that	that	PRON
ajbmeb-1706	9	41	helps	help	VERB
ajbmeb-1706	9	42	absorb	absorb	VERB
ajbmeb-1706	9	43	this	this	DET
ajbmeb-1706	9	44	huge	huge	ADJ
ajbmeb-1706	9	45	amount	amount	NOUN
ajbmeb-1706	9	46	of	of	ADP
ajbmeb-1706	9	47	financial	financial	ADJ
ajbmeb-1706	9	48	information	information	NOUN
ajbmeb-1706	9	49	to	to	PART
ajbmeb-1706	9	50	provide	provide	VERB
ajbmeb-1706	9	51	an	an	DET
ajbmeb-1706	9	52	appropriate	appropriate	ADJ
ajbmeb-1706	9	53	environment	environment	NOUN
ajbmeb-1706	9	54	that	that	PRON
ajbmeb-1706	9	55	helps	help	VERB
ajbmeb-1706	9	56	in	in	ADP
ajbmeb-1706	9	57	the	the	DET
ajbmeb-1706	9	58	process	process	NOUN
ajbmeb-1706	9	59	of	of	ADP
ajbmeb-1706	9	60	making	make	VERB
ajbmeb-1706	9	61	the	the	DET
ajbmeb-1706	9	62	appropriate	appropriate	ADJ
ajbmeb-1706	9	63	decision	decision	NOUN
ajbmeb-1706	9	64	for	for	ADP
ajbmeb-1706	9	65	investors	investor	NOUN
ajbmeb-1706	9	66	in	in	ADP
ajbmeb-1706	9	67	the	the	DET
ajbmeb-1706	9	68	stock	stock	NOUN
ajbmeb-1706	9	69	markets	market	NOUN
ajbmeb-1706	9	70	.	.	PUNCT
ajbmeb-1706	10	1	deciding	decide	VERB
ajbmeb-1706	10	2	to	to	PART
ajbmeb-1706	10	3	invest	invest	VERB
ajbmeb-1706	10	4	in	in	ADP
ajbmeb-1706	10	5	stocks	stock	NOUN
ajbmeb-1706	10	6	requires	require	VERB
ajbmeb-1706	10	7	providing	provide	VERB
ajbmeb-1706	10	8	prior	prior	ADJ
ajbmeb-1706	10	9	information	information	NOUN
ajbmeb-1706	10	10	about	about	ADP
ajbmeb-1706	10	11	market	market	NOUN
ajbmeb-1706	10	12	conditions	condition	NOUN
ajbmeb-1706	10	13	and	and	CCONJ
ajbmeb-1706	10	14	price	price	NOUN
ajbmeb-1706	10	15	trends	trend	NOUN
ajbmeb-1706	10	16	to	to	PART
ajbmeb-1706	10	17	rationalize	rationalize	VERB
ajbmeb-1706	10	18	the	the	DET
ajbmeb-1706	10	19	correct	correct	ADJ
ajbmeb-1706	10	20	decision	decision	NOUN
ajbmeb-1706	10	21	to	to	PART
ajbmeb-1706	10	22	reduce	reduce	VERB
ajbmeb-1706	10	23	the	the	DET
ajbmeb-1706	10	24	incidence	incidence	NOUN
ajbmeb-1706	10	25	of	of	ADP
ajbmeb-1706	10	26	error	error	NOUN
ajbmeb-1706	10	27	and	and	CCONJ
ajbmeb-1706	10	28	the	the	DET
ajbmeb-1706	10	29	occurrence	occurrence	NOUN
ajbmeb-1706	10	30	of	of	ADP
ajbmeb-1706	10	31	financial	financial	ADJ
ajbmeb-1706	10	32	losses	loss	NOUN
ajbmeb-1706	10	33	.	.	PUNCT
ajbmeb-1706	11	1	therefore	therefore	ADV
ajbmeb-1706	11	2	,	,	PUNCT
ajbmeb-1706	11	3	it	it	PRON
ajbmeb-1706	11	4	required	require	VERB
ajbmeb-1706	11	5	the	the	DET
ajbmeb-1706	11	6	availability	availability	NOUN
ajbmeb-1706	11	7	of	of	ADP
ajbmeb-1706	11	8	accurate	accurate	ADJ
ajbmeb-1706	11	9	technology	technology	NOUN
ajbmeb-1706	11	10	that	that	PRON
ajbmeb-1706	11	11	helps	help	VERB
ajbmeb-1706	11	12	provide	provide	VERB
ajbmeb-1706	11	13	the	the	DET
ajbmeb-1706	11	14	required	require	VERB
ajbmeb-1706	11	15	information	information	NOUN
ajbmeb-1706	11	16	to	to	PART
ajbmeb-1706	11	17	guide	guide	VERB
ajbmeb-1706	11	18	investors	investor	NOUN
ajbmeb-1706	11	19	in	in	ADP
ajbmeb-1706	11	20	estimating	estimate	VERB
ajbmeb-1706	11	21	future	future	ADJ
ajbmeb-1706	11	22	stock	stock	NOUN
ajbmeb-1706	11	23	prices	price	NOUN
ajbmeb-1706	11	24	,	,	PUNCT
ajbmeb-1706	11	25	especially	especially	ADV
ajbmeb-1706	11	26	after	after	SCONJ
ajbmeb-1706	11	27	the	the	DET
ajbmeb-1706	11	28	financial	financial	ADJ
ajbmeb-1706	11	29	crisis	crisis	NOUN
ajbmeb-1706	11	30	caused	cause	VERB
ajbmeb-1706	11	31	it	it	PRON
ajbmeb-1706	11	32	.	.	PUNCT
ajbmeb-1706	12	1	investors	investor	NOUN
ajbmeb-1706	12	2	in	in	ADP
ajbmeb-1706	12	3	financial	financial	ADJ
ajbmeb-1706	12	4	markets	market	NOUN
ajbmeb-1706	12	5	generally	generally	ADV
ajbmeb-1706	12	6	,	,	PUNCT
ajbmeb-1706	12	7	and	and	CCONJ
ajbmeb-1706	12	8	emerging	emerge	VERB
ajbmeb-1706	12	9	markets	market	NOUN
ajbmeb-1706	12	10	specifically	specifically	ADV
ajbmeb-1706	12	11	,	,	PUNCT
ajbmeb-1706	12	12	are	be	AUX
ajbmeb-1706	12	13	american	american	ADJ
ajbmeb-1706	12	14	journal	journal	PROPN
ajbmeb-1706	12	15	of	of	ADP
ajbmeb-1706	12	16	business	business	NOUN
ajbmeb-1706	12	17	management	management	NOUN
ajbmeb-1706	12	18	,	,	PUNCT
ajbmeb-1706	12	19	economics	economic	NOUN
ajbmeb-1706	12	20	and	and	CCONJ
ajbmeb-1706	12	21	banking	banking	NOUN
ajbmeb-1706	12	22	volume	volume	NOUN
ajbmeb-1706	12	23	20	20	NUM
ajbmeb-1706	12	24	january	january	PROPN
ajbmeb-1706	12	25	,	,	PUNCT
ajbmeb-1706	12	26	2024	2024	NUM
ajbmeb-1706	12	27	p	p	NOUN
ajbmeb-1706	12	28	a	a	DET
ajbmeb-1706	12	29	g	g	NOUN
ajbmeb-1706	12	30	e	e	NOUN
ajbmeb-1706	12	31	|	|	ADV
ajbmeb-1706	12	32	2	2	NUM
ajbmeb-1706	12	33	www.americanjournal.org	www.americanjournal.org	NOUN
ajbmeb-1706	12	34	becoming	become	VERB
ajbmeb-1706	12	35	uneasy	uneasy	ADJ
ajbmeb-1706	12	36	about	about	ADP
ajbmeb-1706	12	37	the	the	DET
ajbmeb-1706	12	38	status	status	NOUN
ajbmeb-1706	12	39	of	of	ADP
ajbmeb-1706	12	40	the	the	DET
ajbmeb-1706	12	41	global	global	ADJ
ajbmeb-1706	12	42	economy	economy	NOUN
ajbmeb-1706	12	43	,	,	PUNCT
ajbmeb-1706	12	44	as	as	SCONJ
ajbmeb-1706	12	45	the	the	DET
ajbmeb-1706	12	46	economies	economy	NOUN
ajbmeb-1706	12	47	of	of	ADP
ajbmeb-1706	12	48	these	these	DET
ajbmeb-1706	12	49	countries	country	NOUN
ajbmeb-1706	12	50	are	be	AUX
ajbmeb-1706	12	51	still	still	ADV
ajbmeb-1706	12	52	affected	affect	VERB
ajbmeb-1706	12	53	by	by	ADP
ajbmeb-1706	12	54	this	this	PRON
ajbmeb-1706	12	55	.	.	PUNCT
ajbmeb-1706	13	1	in	in	ADP
ajbmeb-1706	13	2	light	light	NOUN
ajbmeb-1706	13	3	of	of	ADP
ajbmeb-1706	13	4	this	this	DET
ajbmeb-1706	13	5	reality	reality	NOUN
ajbmeb-1706	13	6	,	,	PUNCT
ajbmeb-1706	13	7	there	there	PRON
ajbmeb-1706	13	8	remains	remain	VERB
ajbmeb-1706	13	9	an	an	DET
ajbmeb-1706	13	10	urgent	urgent	ADJ
ajbmeb-1706	13	11	need	need	NOUN
ajbmeb-1706	13	12	to	to	PART
ajbmeb-1706	13	13	make	make	VERB
ajbmeb-1706	13	14	the	the	DET
ajbmeb-1706	13	15	greatest	great	ADJ
ajbmeb-1706	13	16	possible	possible	ADJ
ajbmeb-1706	13	17	effort	effort	NOUN
ajbmeb-1706	13	18	to	to	PART
ajbmeb-1706	13	19	restore	restore	VERB
ajbmeb-1706	13	20	investor	investor	NOUN
ajbmeb-1706	13	21	confidence	confidence	NOUN
ajbmeb-1706	13	22	as	as	SCONJ
ajbmeb-1706	13	23	it	it	PRON
ajbmeb-1706	13	24	is	be	AUX
ajbmeb-1706	13	25	a	a	DET
ajbmeb-1706	13	26	basic	basic	ADJ
ajbmeb-1706	13	27	pillar	pillar	NOUN
ajbmeb-1706	13	28	for	for	ADP
ajbmeb-1706	13	29	achieving	achieve	VERB
ajbmeb-1706	13	30	the	the	DET
ajbmeb-1706	13	31	fair	fair	ADJ
ajbmeb-1706	13	32	value	value	NOUN
ajbmeb-1706	13	33	of	of	ADP
ajbmeb-1706	13	34	security	security	NOUN
ajbmeb-1706	13	35	and	and	CCONJ
ajbmeb-1706	13	36	practicing	practice	VERB
ajbmeb-1706	13	37	effective	effective	ADJ
ajbmeb-1706	13	38	avoidance	avoidance	NOUN
ajbmeb-1706	13	39	.	.	PUNCT
ajbmeb-1706	14	1	for	for	ADP
ajbmeb-1706	14	2	future	future	ADJ
ajbmeb-1706	14	3	crises	crisis	NOUN
ajbmeb-1706	14	4	,	,	PUNCT
ajbmeb-1706	14	5	therefore	therefore	ADV
ajbmeb-1706	14	6	,	,	PUNCT
ajbmeb-1706	14	7	it	it	PRON
ajbmeb-1706	14	8	is	be	AUX
ajbmeb-1706	14	9	necessary	necessary	ADJ
ajbmeb-1706	14	10	to	to	PART
ajbmeb-1706	14	11	find	find	VERB
ajbmeb-1706	14	12	a	a	DET
ajbmeb-1706	14	13	means	mean	NOUN
ajbmeb-1706	14	14	and	and	CCONJ
ajbmeb-1706	14	15	mechanism	mechanism	NOUN
ajbmeb-1706	14	16	that	that	PRON
ajbmeb-1706	14	17	helps	help	VERB
ajbmeb-1706	14	18	investors	investor	NOUN
ajbmeb-1706	14	19	determine	determine	VERB
ajbmeb-1706	14	20	the	the	DET
ajbmeb-1706	14	21	appropriate	appropriate	ADJ
ajbmeb-1706	14	22	and	and	CCONJ
ajbmeb-1706	14	23	best	good	ADJ
ajbmeb-1706	14	24	option	option	NOUN
ajbmeb-1706	14	25	for	for	ADP
ajbmeb-1706	14	26	investing	invest	VERB
ajbmeb-1706	14	27	in	in	ADP
ajbmeb-1706	14	28	the	the	DET
ajbmeb-1706	14	29	stock	stock	NOUN
ajbmeb-1706	14	30	market	market	NOUN
ajbmeb-1706	14	31	,	,	PUNCT
ajbmeb-1706	14	32	by	by	ADP
ajbmeb-1706	14	33	analyzing	analyze	VERB
ajbmeb-1706	14	34	the	the	DET
ajbmeb-1706	14	35	market	market	NOUN
ajbmeb-1706	14	36	and	and	CCONJ
ajbmeb-1706	14	37	its	its	PRON
ajbmeb-1706	14	38	fluctuations	fluctuation	NOUN
ajbmeb-1706	14	39	and	and	CCONJ
ajbmeb-1706	14	40	studying	study	VERB
ajbmeb-1706	14	41	the	the	DET
ajbmeb-1706	14	42	variables	variable	NOUN
ajbmeb-1706	14	43	and	and	CCONJ
ajbmeb-1706	14	44	their	their	PRON
ajbmeb-1706	14	45	impact	impact	NOUN
ajbmeb-1706	14	46	on	on	ADP
ajbmeb-1706	14	47	its	its	PRON
ajbmeb-1706	14	48	direction	direction	NOUN
ajbmeb-1706	14	49	to	to	PART
ajbmeb-1706	14	50	predict	predict	VERB
ajbmeb-1706	14	51	what	what	PRON
ajbmeb-1706	14	52	it	it	PRON
ajbmeb-1706	14	53	will	will	AUX
ajbmeb-1706	14	54	be	be	AUX
ajbmeb-1706	14	55	like	like	ADP
ajbmeb-1706	14	56	in	in	ADP
ajbmeb-1706	14	57	the	the	DET
ajbmeb-1706	14	58	future	future	NOUN
ajbmeb-1706	14	59	.	.	PUNCT
ajbmeb-1706	15	1	based	base	VERB
ajbmeb-1706	15	2	on	on	ADP
ajbmeb-1706	15	3	these	these	DET
ajbmeb-1706	15	4	data	datum	NOUN
ajbmeb-1706	15	5	,	,	PUNCT
ajbmeb-1706	15	6	it	it	PRON
ajbmeb-1706	15	7	was	be	AUX
ajbmeb-1706	15	8	necessary	necessary	ADJ
ajbmeb-1706	15	9	to	to	PART
ajbmeb-1706	15	10	find	find	VERB
ajbmeb-1706	15	11	a	a	DET
ajbmeb-1706	15	12	solution	solution	NOUN
ajbmeb-1706	15	13	through	through	ADP
ajbmeb-1706	15	14	predictive	predictive	ADJ
ajbmeb-1706	15	15	models	model	NOUN
ajbmeb-1706	15	16	that	that	PRON
ajbmeb-1706	15	17	can	can	AUX
ajbmeb-1706	15	18	describe	describe	VERB
ajbmeb-1706	15	19	the	the	DET
ajbmeb-1706	15	20	random	random	ADJ
ajbmeb-1706	15	21	movement	movement	NOUN
ajbmeb-1706	15	22	of	of	ADP
ajbmeb-1706	15	23	fluctuations	fluctuation	NOUN
ajbmeb-1706	15	24	in	in	ADP
ajbmeb-1706	15	25	the	the	DET
ajbmeb-1706	15	26	returns	return	NOUN
ajbmeb-1706	15	27	of	of	ADP
ajbmeb-1706	15	28	financial	financial	ADJ
ajbmeb-1706	15	29	market	market	NOUN
ajbmeb-1706	15	30	indicators	indicator	NOUN
ajbmeb-1706	15	31	and	and	CCONJ
ajbmeb-1706	15	32	that	that	PRON
ajbmeb-1706	15	33	take	take	VERB
ajbmeb-1706	15	34	into	into	ADP
ajbmeb-1706	15	35	account	account	NOUN
ajbmeb-1706	15	36	the	the	DET
ajbmeb-1706	15	37	linear	linear	ADJ
ajbmeb-1706	15	38	and	and	CCONJ
ajbmeb-1706	15	39	nonlinear	nonlinear	ADJ
ajbmeb-1706	15	40	characteristics	characteristic	NOUN
ajbmeb-1706	15	41	of	of	ADP
ajbmeb-1706	15	42	financial	financial	ADJ
ajbmeb-1706	15	43	time	time	NOUN
ajbmeb-1706	15	44	series	series	NOUN
ajbmeb-1706	15	45	.	.	PUNCT
ajbmeb-1706	16	1	this	this	PRON
ajbmeb-1706	16	2	is	be	AUX
ajbmeb-1706	16	3	what	what	PRON
ajbmeb-1706	16	4	prompted	prompt	VERB
ajbmeb-1706	16	5	us	we	PRON
ajbmeb-1706	16	6	to	to	PART
ajbmeb-1706	16	7	choose	choose	VERB
ajbmeb-1706	16	8	the	the	DET
ajbmeb-1706	16	9	most	most	ADV
ajbmeb-1706	16	10	prominent	prominent	ADJ
ajbmeb-1706	16	11	data	datum	NOUN
ajbmeb-1706	16	12	mining	mining	NOUN
ajbmeb-1706	16	13	techniques	technique	NOUN
ajbmeb-1706	16	14	,	,	PUNCT
ajbmeb-1706	16	15	which	which	PRON
ajbmeb-1706	16	16	are	be	AUX
ajbmeb-1706	16	17	functional	functional	ADJ
ajbmeb-1706	16	18	artificial	artificial	ADJ
ajbmeb-1706	16	19	neural	neural	ADJ
ajbmeb-1706	16	20	networks	network	NOUN
ajbmeb-1706	16	21	.	.	PUNCT
ajbmeb-1706	17	1	the	the	DET
ajbmeb-1706	17	2	radial	radial	ADJ
ajbmeb-1706	17	3	basis	basis	NOUN
ajbmeb-1706	17	4	function	function	NOUN
ajbmeb-1706	17	5	(	(	PUNCT
ajbmeb-1706	17	6	rbf	rbf	PROPN
ajbmeb-1706	17	7	)	)	PUNCT
ajbmeb-1706	17	8	is	be	AUX
ajbmeb-1706	17	9	used	use	VERB
ajbmeb-1706	17	10	as	as	ADP
ajbmeb-1706	17	11	a	a	DET
ajbmeb-1706	17	12	forecasting	forecasting	NOUN
ajbmeb-1706	17	13	tool	tool	NOUN
ajbmeb-1706	17	14	,	,	PUNCT
ajbmeb-1706	17	15	as	as	SCONJ
ajbmeb-1706	17	16	it	it	PRON
ajbmeb-1706	17	17	has	have	VERB
ajbmeb-1706	17	18	the	the	DET
ajbmeb-1706	17	19	appropriate	appropriate	ADJ
ajbmeb-1706	17	20	features	feature	NOUN
ajbmeb-1706	17	21	for	for	ADP
ajbmeb-1706	17	22	forecasting	forecast	VERB
ajbmeb-1706	17	23	a	a	DET
ajbmeb-1706	17	24	series	series	NOUN
ajbmeb-1706	17	25	of	of	ADP
ajbmeb-1706	17	26	financial	financial	ADJ
ajbmeb-1706	17	27	indicators	indicator	NOUN
ajbmeb-1706	17	28	and	and	CCONJ
ajbmeb-1706	17	29	does	do	AUX
ajbmeb-1706	17	30	not	not	PART
ajbmeb-1706	17	31	require	require	VERB
ajbmeb-1706	17	32	a	a	DET
ajbmeb-1706	17	33	prior	prior	ADJ
ajbmeb-1706	17	34	formulation	formulation	NOUN
ajbmeb-1706	17	35	or	or	CCONJ
ajbmeb-1706	17	36	specific	specific	ADJ
ajbmeb-1706	17	37	structure	structure	NOUN
ajbmeb-1706	17	38	.	.	PUNCT
ajbmeb-1706	18	1	according	accord	VERB
ajbmeb-1706	18	2	to	to	ADP
ajbmeb-1706	18	3	the	the	DET
ajbmeb-1706	18	4	research	research	NOUN
ajbmeb-1706	18	5	hypothesis	hypothesis	NOUN
ajbmeb-1706	18	6	,	,	PUNCT
ajbmeb-1706	18	7	one	one	NUM
ajbmeb-1706	18	8	of	of	ADP
ajbmeb-1706	18	9	the	the	DET
ajbmeb-1706	18	10	finest	fine	ADJ
ajbmeb-1706	18	11	data	datum	NOUN
ajbmeb-1706	18	12	mining	mining	NOUN
ajbmeb-1706	18	13	algorithms	algorithm	NOUN
ajbmeb-1706	18	14	for	for	ADP
ajbmeb-1706	18	15	predicting	predict	VERB
ajbmeb-1706	18	16	and	and	CCONJ
ajbmeb-1706	18	17	analyzing	analyze	VERB
ajbmeb-1706	18	18	the	the	DET
ajbmeb-1706	18	19	data	datum	NOUN
ajbmeb-1706	18	20	of	of	ADP
ajbmeb-1706	18	21	the	the	DET
ajbmeb-1706	18	22	general	general	ADJ
ajbmeb-1706	18	23	index	index	NOUN
ajbmeb-1706	18	24	of	of	ADP
ajbmeb-1706	18	25	the	the	DET
ajbmeb-1706	18	26	iraqi	iraqi	ADJ
ajbmeb-1706	18	27	financial	financial	ADJ
ajbmeb-1706	18	28	market	market	NOUN
ajbmeb-1706	18	29	is	be	AUX
ajbmeb-1706	18	30	to	to	PART
ajbmeb-1706	18	31	use	use	VERB
ajbmeb-1706	18	32	functional	functional	ADJ
ajbmeb-1706	18	33	artificial	artificial	ADJ
ajbmeb-1706	18	34	neural	neural	ADJ
ajbmeb-1706	18	35	network	network	NOUN
ajbmeb-1706	18	36	algorithms	algorithm	NOUN
ajbmeb-1706	18	37	with	with	ADP
ajbmeb-1706	18	38	a	a	DET
ajbmeb-1706	18	39	radial	radial	ADJ
ajbmeb-1706	18	40	basis	basis	NOUN
ajbmeb-1706	18	41	function	function	NOUN
ajbmeb-1706	18	42	.	.	PUNCT
ajbmeb-1706	19	1	to	to	PART
ajbmeb-1706	19	2	achieve	achieve	VERB
ajbmeb-1706	19	3	the	the	DET
ajbmeb-1706	19	4	research	research	NOUN
ajbmeb-1706	19	5	hypothesis	hypothesis	NOUN
ajbmeb-1706	19	6	,	,	PUNCT
ajbmeb-1706	19	7	the	the	DET
ajbmeb-1706	19	8	variables	variable	NOUN
ajbmeb-1706	19	9	of	of	ADP
ajbmeb-1706	19	10	the	the	DET
ajbmeb-1706	19	11	general	general	ADJ
ajbmeb-1706	19	12	market	market	NOUN
ajbmeb-1706	19	13	index	index	NOUN
ajbmeb-1706	19	14	were	be	AUX
ajbmeb-1706	19	15	obtained	obtain	VERB
ajbmeb-1706	19	16	from	from	ADP
ajbmeb-1706	19	17	the	the	DET
ajbmeb-1706	19	18	daily	daily	ADJ
ajbmeb-1706	19	19	and	and	CCONJ
ajbmeb-1706	19	20	weekly	weekly	ADJ
ajbmeb-1706	19	21	reports	report	NOUN
ajbmeb-1706	19	22	of	of	ADP
ajbmeb-1706	19	23	the	the	DET
ajbmeb-1706	19	24	iraqi	iraqi	ADJ
ajbmeb-1706	19	25	stock	stock	NOUN
ajbmeb-1706	19	26	market	market	NOUN
ajbmeb-1706	19	27	for	for	ADP
ajbmeb-1706	19	28	the	the	DET
ajbmeb-1706	19	29	period	period	NOUN
ajbmeb-1706	19	30	extending	extend	VERB
ajbmeb-1706	19	31	between	between	ADP
ajbmeb-1706	19	32	(	(	PUNCT
ajbmeb-1706	19	33	2017	2017	NUM
ajbmeb-1706	19	34	-	-	SYM
ajbmeb-1706	19	35	2023	2023	NUM
ajbmeb-1706	19	36	)	)	PUNCT
ajbmeb-1706	19	37	,	,	PUNCT
ajbmeb-1706	19	38	where	where	SCONJ
ajbmeb-1706	19	39	the	the	DET
ajbmeb-1706	19	40	data	datum	NOUN
ajbmeb-1706	19	41	was	be	AUX
ajbmeb-1706	19	42	collected	collect	VERB
ajbmeb-1706	19	43	from	from	ADP
ajbmeb-1706	19	44	the	the	DET
ajbmeb-1706	19	45	official	official	ADJ
ajbmeb-1706	19	46	website	website	NOUN
ajbmeb-1706	19	47	of	of	ADP
ajbmeb-1706	19	48	the	the	DET
ajbmeb-1706	19	49	iraqi	iraqi	ADJ
ajbmeb-1706	19	50	stock	stock	NOUN
ajbmeb-1706	19	51	exchange	exchange	NOUN
ajbmeb-1706	19	52	,	,	PUNCT
ajbmeb-1706	19	53	then	then	ADV
ajbmeb-1706	19	54	the	the	DET
ajbmeb-1706	19	55	database	database	NOUN
ajbmeb-1706	19	56	was	be	AUX
ajbmeb-1706	19	57	built	build	VERB
ajbmeb-1706	19	58	using	use	VERB
ajbmeb-1706	19	59	the	the	DET
ajbmeb-1706	19	60	spss26	spss26	NOUN
ajbmeb-1706	19	61	program	program	NOUN
ajbmeb-1706	19	62	,	,	PUNCT
ajbmeb-1706	19	63	and	and	CCONJ
ajbmeb-1706	19	64	then	then	ADV
ajbmeb-1706	19	65	applied	apply	VERB
ajbmeb-1706	19	66	rbf	rbf	PROPN
ajbmeb-1706	19	67	model	model	NOUN
ajbmeb-1706	19	68	after	after	ADP
ajbmeb-1706	19	69	handling	handle	VERB
ajbmeb-1706	19	70	missing	miss	VERB
ajbmeb-1706	19	71	data	datum	NOUN
ajbmeb-1706	19	72	.	.	PUNCT
ajbmeb-1706	20	1	data	datum	NOUN
ajbmeb-1706	20	2	mining	mining	NOUN
ajbmeb-1706	20	3	:	:	PUNCT
ajbmeb-1706	20	4	data	datum	NOUN
ajbmeb-1706	20	5	mining	mining	NOUN
ajbmeb-1706	20	6	is	be	AUX
ajbmeb-1706	20	7	a	a	DET
ajbmeb-1706	20	8	subfield	subfield	NOUN
ajbmeb-1706	20	9	of	of	ADP
ajbmeb-1706	20	10	data	datum	NOUN
ajbmeb-1706	20	11	analysis	analysis	NOUN
ajbmeb-1706	20	12	or	or	CCONJ
ajbmeb-1706	20	13	an	an	DET
ajbmeb-1706	20	14	analytics	analytic	NOUN
ajbmeb-1706	20	15	approach	approach	NOUN
ajbmeb-1706	20	16	that	that	PRON
ajbmeb-1706	20	17	looks	look	VERB
ajbmeb-1706	20	18	for	for	ADP
ajbmeb-1706	20	19	patterns	pattern	NOUN
ajbmeb-1706	20	20	in	in	ADP
ajbmeb-1706	20	21	data	datum	NOUN
ajbmeb-1706	20	22	that	that	PRON
ajbmeb-1706	20	23	are	be	AUX
ajbmeb-1706	20	24	hidden	hide	VERB
ajbmeb-1706	20	25	or	or	CCONJ
ajbmeb-1706	20	26	undiscovered	undiscovered	ADJ
ajbmeb-1706	20	27	.	.	PUNCT
ajbmeb-1706	21	1	it	it	PRON
ajbmeb-1706	21	2	is	be	AUX
ajbmeb-1706	21	3	also	also	ADV
ajbmeb-1706	21	4	known	know	VERB
ajbmeb-1706	21	5	as	as	ADP
ajbmeb-1706	21	6	a	a	DET
ajbmeb-1706	21	7	computerized	computerized	ADJ
ajbmeb-1706	21	8	sorting	sort	VERB
ajbmeb-1706	21	9	process	process	NOUN
ajbmeb-1706	21	10	to	to	PART
ajbmeb-1706	21	11	analyze	analyze	VERB
ajbmeb-1706	21	12	,	,	PUNCT
ajbmeb-1706	21	13	process	process	NOUN
ajbmeb-1706	21	14	,	,	PUNCT
ajbmeb-1706	21	15	and	and	CCONJ
ajbmeb-1706	21	16	explore	explore	VERB
ajbmeb-1706	21	17	large	large	ADJ
ajbmeb-1706	21	18	sets	set	NOUN
ajbmeb-1706	21	19	of	of	ADP
ajbmeb-1706	21	20	data	datum	NOUN
ajbmeb-1706	21	21	.	.	PUNCT
ajbmeb-1706	22	1	the	the	DET
ajbmeb-1706	22	2	use	use	NOUN
ajbmeb-1706	22	3	of	of	ADP
ajbmeb-1706	22	4	data	datum	NOUN
ajbmeb-1706	22	5	mining	mining	NOUN
ajbmeb-1706	22	6	techniques	technique	NOUN
ajbmeb-1706	22	7	enables	enable	VERB
ajbmeb-1706	22	8	organizations	organization	NOUN
ajbmeb-1706	22	9	to	to	PART
ajbmeb-1706	22	10	discover	discover	VERB
ajbmeb-1706	22	11	hidden	hidden	ADJ
ajbmeb-1706	22	12	patterns	pattern	NOUN
ajbmeb-1706	22	13	and	and	CCONJ
ajbmeb-1706	22	14	relationships	relationship	NOUN
ajbmeb-1706	22	15	in	in	ADP
ajbmeb-1706	22	16	their	their	PRON
ajbmeb-1706	22	17	data	datum	NOUN
ajbmeb-1706	22	18	by	by	ADP
ajbmeb-1706	22	19	converting	convert	VERB
ajbmeb-1706	22	20	data	datum	NOUN
ajbmeb-1706	22	21	into	into	ADP
ajbmeb-1706	22	22	information	information	NOUN
ajbmeb-1706	22	23	(	(	PUNCT
ajbmeb-1706	22	24	knowledge	knowledge	NOUN
ajbmeb-1706	22	25	)	)	PUNCT
ajbmeb-1706	22	26	that	that	PRON
ajbmeb-1706	22	27	is	be	AUX
ajbmeb-1706	22	28	used	use	VERB
ajbmeb-1706	22	29	to	to	PART
ajbmeb-1706	22	30	find	find	VERB
ajbmeb-1706	22	31	solutions	solution	NOUN
ajbmeb-1706	22	32	to	to	ADP
ajbmeb-1706	22	33	issues	issue	NOUN
ajbmeb-1706	22	34	,	,	PUNCT
ajbmeb-1706	22	35	assess	assess	VERB
ajbmeb-1706	22	36	how	how	SCONJ
ajbmeb-1706	22	37	corporate	corporate	ADJ
ajbmeb-1706	22	38	decisions	decision	NOUN
ajbmeb-1706	22	39	will	will	AUX
ajbmeb-1706	22	40	affect	affect	VERB
ajbmeb-1706	22	41	the	the	DET
ajbmeb-1706	22	42	future	future	NOUN
ajbmeb-1706	22	43	,	,	PUNCT
ajbmeb-1706	22	44	and	and	CCONJ
ajbmeb-1706	22	45	boost	boost	VERB
ajbmeb-1706	22	46	profit	profit	NOUN
ajbmeb-1706	22	47	margins	margin	NOUN
ajbmeb-1706	22	48	regarding	regard	VERB
ajbmeb-1706	22	49	establishments	establishment	NOUN
ajbmeb-1706	22	50	.	.	PUNCT
ajbmeb-1706	23	1	(	(	PUNCT
ajbmeb-1706	23	2	nasser	nasser	NOUN
ajbmeb-1706	23	3	and	and	CCONJ
ajbmeb-1706	23	4	ahmed	ahmed	PROPN
ajbmeb-1706	23	5	,	,	PUNCT
ajbmeb-1706	23	6	2017	2017	NUM
ajbmeb-1706	23	7	)	)	PUNCT
ajbmeb-1706	23	8	.	.	PUNCT
ajbmeb-1706	24	1	artificial	artificial	ADJ
ajbmeb-1706	24	2	neural	neural	ADJ
ajbmeb-1706	24	3	networks	network	NOUN
ajbmeb-1706	24	4	:	:	PUNCT
ajbmeb-1706	24	5	a	a	DET
ajbmeb-1706	24	6	network	network	NOUN
ajbmeb-1706	24	7	of	of	ADP
ajbmeb-1706	24	8	virtual	virtual	ADJ
ajbmeb-1706	24	9	neurons	neuron	NOUN
ajbmeb-1706	24	10	generated	generate	VERB
ajbmeb-1706	24	11	by	by	ADP
ajbmeb-1706	24	12	computer	computer	NOUN
ajbmeb-1706	24	13	programs	program	NOUN
ajbmeb-1706	24	14	that	that	PRON
ajbmeb-1706	24	15	mimic	mimic	VERB
ajbmeb-1706	24	16	the	the	DET
ajbmeb-1706	24	17	activity	activity	NOUN
ajbmeb-1706	24	18	of	of	ADP
ajbmeb-1706	24	19	a	a	DET
ajbmeb-1706	24	20	real	real	ADJ
ajbmeb-1706	24	21	neuron	neuron	NOUN
ajbmeb-1706	24	22	,	,	PUNCT
ajbmeb-1706	24	23	or	or	CCONJ
ajbmeb-1706	24	24	electronic	electronic	ADJ
ajbmeb-1706	24	25	structures	structure	NOUN
ajbmeb-1706	24	26	(	(	PUNCT
ajbmeb-1706	24	27	electronic	electronic	ADJ
ajbmeb-1706	24	28	chips	chip	NOUN
ajbmeb-1706	24	29	made	make	VERB
ajbmeb-1706	24	30	to	to	PART
ajbmeb-1706	24	31	mimic	mimic	VERB
ajbmeb-1706	24	32	the	the	DET
ajbmeb-1706	24	33	activity	activity	NOUN
ajbmeb-1706	24	34	of	of	ADP
ajbmeb-1706	24	35	real	real	ADJ
ajbmeb-1706	24	36	neurons	neuron	NOUN
ajbmeb-1706	24	37	)	)	PUNCT
ajbmeb-1706	24	38	that	that	PRON
ajbmeb-1706	24	39	process	process	VERB
ajbmeb-1706	24	40	information	information	NOUN
ajbmeb-1706	24	41	using	use	VERB
ajbmeb-1706	24	42	a	a	DET
ajbmeb-1706	24	43	mathematical	mathematical	ADJ
ajbmeb-1706	24	44	model	model	NOUN
ajbmeb-1706	24	45	based	base	VERB
ajbmeb-1706	24	46	on	on	ADP
ajbmeb-1706	24	47	the	the	DET
ajbmeb-1706	24	48	computing	compute	VERB
ajbmeb-1706	24	49	communication	communication	NOUN
ajbmeb-1706	24	50	protocol	protocol	NOUN
ajbmeb-1706	24	51	.	.	PUNCT
ajbmeb-1706	25	1	the	the	DET
ajbmeb-1706	25	2	basic	basic	ADJ
ajbmeb-1706	25	3	processing	processing	NOUN
ajbmeb-1706	25	4	components	component	NOUN
ajbmeb-1706	25	5	of	of	ADP
ajbmeb-1706	25	6	neural	neural	ADJ
ajbmeb-1706	25	7	networks	network	NOUN
ajbmeb-1706	25	8	often	often	ADV
ajbmeb-1706	25	9	carry	carry	VERB
ajbmeb-1706	25	10	out	out	ADP
ajbmeb-1706	25	11	basic	basic	ADJ
ajbmeb-1706	25	12	tasks	task	NOUN
ajbmeb-1706	25	13	,	,	PUNCT
ajbmeb-1706	25	14	but	but	CCONJ
ajbmeb-1706	25	15	the	the	DET
ajbmeb-1706	25	16	connections	connection	NOUN
ajbmeb-1706	25	17	among	among	ADP
ajbmeb-1706	25	18	these	these	DET
ajbmeb-1706	25	19	components	component	NOUN
ajbmeb-1706	25	20	—	—	PUNCT
ajbmeb-1706	25	21	referred	refer	VERB
ajbmeb-1706	25	22	to	to	ADP
ajbmeb-1706	25	23	as	as	ADP
ajbmeb-1706	25	24	neurons	neuron	NOUN
ajbmeb-1706	25	25	—	—	PUNCT
ajbmeb-1706	25	26	as	as	ADV
ajbmeb-1706	25	27	well	well	ADV
ajbmeb-1706	25	28	as	as	ADP
ajbmeb-1706	25	29	the	the	DET
ajbmeb-1706	25	30	indications	indication	NOUN
ajbmeb-1706	25	31	of	of	ADP
ajbmeb-1706	25	32	these	these	DET
ajbmeb-1706	25	33	components	component	NOUN
ajbmeb-1706	25	34	influence	influence	VERB
ajbmeb-1706	25	35	the	the	DET
ajbmeb-1706	25	36	network	network	NOUN
ajbmeb-1706	25	37	's	's	PART
ajbmeb-1706	25	38	overall	overall	ADJ
ajbmeb-1706	25	39	behavior	behavior	NOUN
ajbmeb-1706	25	40	(	(	PUNCT
ajbmeb-1706	25	41	gunasekaran	gunasekaran	NOUN
ajbmeb-1706	25	42	and	and	CCONJ
ajbmeb-1706	25	43	ramaswami	ramaswami	NOUN
ajbmeb-1706	25	44	,	,	PUNCT
ajbmeb-1706	25	45	2011	2011	NUM
ajbmeb-1706	25	46	)	)	PUNCT
ajbmeb-1706	25	47	.	.	PUNCT
ajbmeb-1706	26	1	the	the	DET
ajbmeb-1706	26	2	initial	initial	ADJ
ajbmeb-1706	26	3	impetus	impetus	NOUN
ajbmeb-1706	26	4	for	for	ADP
ajbmeb-1706	26	5	the	the	DET
ajbmeb-1706	26	6	concept	concept	NOUN
ajbmeb-1706	26	7	of	of	ADP
ajbmeb-1706	26	8	neural	neural	ADJ
ajbmeb-1706	26	9	networks	network	NOUN
ajbmeb-1706	26	10	originated	originate	VERB
ajbmeb-1706	26	11	from	from	ADP
ajbmeb-1706	26	12	the	the	DET
ajbmeb-1706	26	13	way	way	NOUN
ajbmeb-1706	26	14	brain	brain	NOUN
ajbmeb-1706	26	15	neurons	neuron	NOUN
ajbmeb-1706	26	16	function	function	NOUN
ajbmeb-1706	26	17	,	,	PUNCT
ajbmeb-1706	26	18	which	which	PRON
ajbmeb-1706	26	19	is	be	AUX
ajbmeb-1706	26	20	analogous	analogous	ADJ
ajbmeb-1706	26	21	to	to	ADP
ajbmeb-1706	26	22	biological	biological	ADJ
ajbmeb-1706	26	23	electrical	electrical	ADJ
ajbmeb-1706	26	24	networks	network	NOUN
ajbmeb-1706	26	25	in	in	ADP
ajbmeb-1706	26	26	terms	term	NOUN
ajbmeb-1706	26	27	of	of	ADP
ajbmeb-1706	26	28	processing	processing	NOUN
ajbmeb-1706	26	29	input	input	NOUN
ajbmeb-1706	26	30	from	from	ADP
ajbmeb-1706	26	31	the	the	DET
ajbmeb-1706	26	32	brain	brain	NOUN
ajbmeb-1706	26	33	.	.	PUNCT
ajbmeb-1706	27	1	donald	donald	PROPN
ajbmeb-1706	27	2	hebb	hebb	PROPN
ajbmeb-1706	27	3	proposed	propose	VERB
ajbmeb-1706	27	4	that	that	SCONJ
ajbmeb-1706	27	5	the	the	DET
ajbmeb-1706	27	6	synapse	synapse	NOUN
ajbmeb-1706	27	7	in	in	ADP
ajbmeb-1706	27	8	these	these	DET
ajbmeb-1706	27	9	networks	network	NOUN
ajbmeb-1706	27	10	is	be	AUX
ajbmeb-1706	27	11	crucial	crucial	ADJ
ajbmeb-1706	27	12	to	to	ADP
ajbmeb-1706	27	13	controlling	control	VERB
ajbmeb-1706	27	14	the	the	DET
ajbmeb-1706	27	15	processing	processing	NOUN
ajbmeb-1706	27	16	process	process	NOUN
ajbmeb-1706	27	17	,	,	PUNCT
ajbmeb-1706	27	18	which	which	PRON
ajbmeb-1706	27	19	led	lead	VERB
ajbmeb-1706	27	20	to	to	ADP
ajbmeb-1706	27	21	consideration	consideration	NOUN
ajbmeb-1706	27	22	of	of	ADP
ajbmeb-1706	27	23	artificial	artificial	ADJ
ajbmeb-1706	27	24	neural	neural	ADJ
ajbmeb-1706	27	25	networks	network	NOUN
ajbmeb-1706	27	26	and	and	CCONJ
ajbmeb-1706	27	27	connectivity	connectivity	NOUN
ajbmeb-1706	27	28	.	.	PUNCT
ajbmeb-1706	28	1	artificial	artificial	ADJ
ajbmeb-1706	28	2	neural	neural	ADJ
ajbmeb-1706	28	3	networks	network	NOUN
ajbmeb-1706	28	4	are	be	AUX
ajbmeb-1706	28	5	composed	compose	VERB
ajbmeb-1706	28	6	of	of	ADP
ajbmeb-1706	28	7	nodes	node	NOUN
ajbmeb-1706	28	8	,	,	PUNCT
ajbmeb-1706	28	9	or	or	CCONJ
ajbmeb-1706	28	10	neurons	neuron	NOUN
ajbmeb-1706	28	11	or	or	CCONJ
ajbmeb-1706	28	12	processing	processing	NOUN
ajbmeb-1706	28	13	units	unit	NOUN
ajbmeb-1706	28	14	as	as	SCONJ
ajbmeb-1706	28	15	we	we	PRON
ajbmeb-1706	28	16	previously	previously	ADV
ajbmeb-1706	28	17	discussed	discuss	VERB
ajbmeb-1706	28	18	,	,	PUNCT
ajbmeb-1706	28	19	connected	connect	VERB
ajbmeb-1706	28	20	to	to	PART
ajbmeb-1706	28	21	form	form	VERB
ajbmeb-1706	28	22	a	a	DET
ajbmeb-1706	28	23	network	network	NOUN
ajbmeb-1706	28	24	of	of	ADP
ajbmeb-1706	28	25	nodes	node	NOUN
ajbmeb-1706	28	26	.	.	PUNCT
ajbmeb-1706	29	1	a	a	DET
ajbmeb-1706	29	2	set	set	NOUN
ajbmeb-1706	29	3	of	of	ADP
ajbmeb-1706	29	4	values	value	NOUN
ajbmeb-1706	29	5	known	know	VERB
ajbmeb-1706	29	6	as	as	ADP
ajbmeb-1706	29	7	weights	weight	NOUN
ajbmeb-1706	29	8	are	be	AUX
ajbmeb-1706	29	9	assigned	assign	VERB
ajbmeb-1706	29	10	to	to	ADP
ajbmeb-1706	29	11	each	each	DET
ajbmeb-1706	29	12	connection	connection	NOUN
ajbmeb-1706	29	13	between	between	ADP
ajbmeb-1706	29	14	these	these	DET
ajbmeb-1706	29	15	nodes	node	NOUN
ajbmeb-1706	29	16	,	,	PUNCT
ajbmeb-1706	29	17	and	and	CCONJ
ajbmeb-1706	29	18	american	american	ADJ
ajbmeb-1706	29	19	journal	journal	PROPN
ajbmeb-1706	29	20	of	of	ADP
ajbmeb-1706	29	21	business	business	NOUN
ajbmeb-1706	29	22	management	management	NOUN
ajbmeb-1706	29	23	,	,	PUNCT
ajbmeb-1706	29	24	economics	economic	NOUN
ajbmeb-1706	29	25	and	and	CCONJ
ajbmeb-1706	29	26	banking	banking	NOUN
ajbmeb-1706	29	27	volume	volume	NOUN
ajbmeb-1706	29	28	20	20	NUM
ajbmeb-1706	29	29	january	january	PROPN
ajbmeb-1706	29	30	,	,	PUNCT
ajbmeb-1706	29	31	2024	2024	NUM
ajbmeb-1706	29	32	p	p	NOUN
ajbmeb-1706	29	33	a	a	PRON
ajbmeb-1706	29	34	g	g	NOUN
ajbmeb-1706	29	35	e	e	NOUN
ajbmeb-1706	29	36	|	|	ADV
ajbmeb-1706	29	37	3	3	NUM
ajbmeb-1706	29	38	www.americanjournal.org	www.americanjournal.org	NOUN
ajbmeb-1706	29	39	these	these	PRON
ajbmeb-1706	29	40	weights	weight	NOUN
ajbmeb-1706	29	41	help	help	NOUN
ajbmeb-1706	29	42	determine	determine	VERB
ajbmeb-1706	29	43	the	the	DET
ajbmeb-1706	29	44	values	value	NOUN
ajbmeb-1706	29	45	that	that	PRON
ajbmeb-1706	29	46	come	come	VERB
ajbmeb-1706	29	47	out	out	ADP
ajbmeb-1706	29	48	of	of	ADP
ajbmeb-1706	29	49	each	each	DET
ajbmeb-1706	29	50	processing	processing	NOUN
ajbmeb-1706	29	51	element	element	NOUN
ajbmeb-1706	29	52	depending	depend	VERB
ajbmeb-1706	29	53	on	on	ADP
ajbmeb-1706	29	54	the	the	DET
ajbmeb-1706	29	55	values	value	NOUN
ajbmeb-1706	29	56	that	that	PRON
ajbmeb-1706	29	57	enter	enter	VERB
ajbmeb-1706	29	58	it	it	PRON
ajbmeb-1706	29	59	.	.	PUNCT
ajbmeb-1706	30	1	radial	radial	ADJ
ajbmeb-1706	30	2	basis	basis	NOUN
ajbmeb-1706	30	3	function	function	NOUN
ajbmeb-1706	30	4	(	(	PUNCT
ajbmeb-1706	30	5	rbf	rbf	PROPN
ajbmeb-1706	30	6	):	):	PUNCT
ajbmeb-1706	30	7	a	a	DET
ajbmeb-1706	30	8	functional	functional	ADJ
ajbmeb-1706	30	9	neural	neural	ADJ
ajbmeb-1706	30	10	network	network	NOUN
ajbmeb-1706	30	11	with	with	ADP
ajbmeb-1706	30	12	radial	radial	ADJ
ajbmeb-1706	30	13	basis	basis	NOUN
ajbmeb-1706	30	14	function	function	NOUN
ajbmeb-1706	30	15	is	be	AUX
ajbmeb-1706	30	16	one	one	NUM
ajbmeb-1706	30	17	of	of	ADP
ajbmeb-1706	30	18	the	the	DET
ajbmeb-1706	30	19	artificial	artificial	ADJ
ajbmeb-1706	30	20	neural	neural	ADJ
ajbmeb-1706	30	21	networks	network	NOUN
ajbmeb-1706	30	22	that	that	PRON
ajbmeb-1706	30	23	was	be	AUX
ajbmeb-1706	30	24	first	first	ADV
ajbmeb-1706	30	25	formulated	formulate	VERB
ajbmeb-1706	30	26	by	by	ADP
ajbmeb-1706	30	27	two	two	NUM
ajbmeb-1706	30	28	scientists	scientist	NOUN
ajbmeb-1706	30	29	(	(	PUNCT
ajbmeb-1706	30	30	lowe	lowe	NOUN
ajbmeb-1706	30	31	and	and	CCONJ
ajbmeb-1706	30	32	broomhead	broomhead	NOUN
ajbmeb-1706	30	33	)	)	PUNCT
ajbmeb-1706	30	34	in	in	ADP
ajbmeb-1706	30	35	1988	1988	NUM
ajbmeb-1706	30	36	.	.	PUNCT
ajbmeb-1706	31	1	there	there	PRON
ajbmeb-1706	31	2	are	be	VERB
ajbmeb-1706	31	3	three	three	NUM
ajbmeb-1706	31	4	layers	layer	NOUN
ajbmeb-1706	31	5	to	to	ADP
ajbmeb-1706	31	6	it	it	PRON
ajbmeb-1706	31	7	.	.	PUNCT
ajbmeb-1706	32	1	the	the	DET
ajbmeb-1706	32	2	network	network	NOUN
ajbmeb-1706	32	3	inputs	input	NOUN
ajbmeb-1706	32	4	are	be	AUX
ajbmeb-1706	32	5	represented	represent	VERB
ajbmeb-1706	32	6	by	by	ADP
ajbmeb-1706	32	7	the	the	DET
ajbmeb-1706	32	8	first	first	ADJ
ajbmeb-1706	32	9	layer	layer	NOUN
ajbmeb-1706	32	10	,	,	PUNCT
ajbmeb-1706	32	11	and	and	CCONJ
ajbmeb-1706	32	12	the	the	DET
ajbmeb-1706	32	13	hidden	hide	VERB
ajbmeb-1706	32	14	layer	layer	NOUN
ajbmeb-1706	32	15	,	,	PUNCT
ajbmeb-1706	32	16	which	which	PRON
ajbmeb-1706	32	17	consists	consist	VERB
ajbmeb-1706	32	18	of	of	ADP
ajbmeb-1706	32	19	many	many	ADJ
ajbmeb-1706	32	20	nonlinear	nonlinear	ADJ
ajbmeb-1706	32	21	activation	activation	NOUN
ajbmeb-1706	32	22	units	unit	NOUN
ajbmeb-1706	32	23	with	with	ADP
ajbmeb-1706	32	24	radial	radial	ADJ
ajbmeb-1706	32	25	functions	function	NOUN
ajbmeb-1706	32	26	,	,	PUNCT
ajbmeb-1706	32	27	is	be	AUX
ajbmeb-1706	32	28	the	the	DET
ajbmeb-1706	32	29	second	second	ADJ
ajbmeb-1706	32	30	layer	layer	NOUN
ajbmeb-1706	32	31	.	.	PUNCT
ajbmeb-1706	33	1	the	the	DET
ajbmeb-1706	33	2	network	network	NOUN
ajbmeb-1706	33	3	outputs	output	NOUN
ajbmeb-1706	33	4	are	be	AUX
ajbmeb-1706	33	5	represented	represent	VERB
ajbmeb-1706	33	6	by	by	ADP
ajbmeb-1706	33	7	the	the	DET
ajbmeb-1706	33	8	last	last	ADJ
ajbmeb-1706	33	9	layer	layer	NOUN
ajbmeb-1706	33	10	.	.	PUNCT
ajbmeb-1706	34	1	the	the	DET
ajbmeb-1706	34	2	neurons	neuron	NOUN
ajbmeb-1706	34	3	in	in	ADP
ajbmeb-1706	34	4	the	the	DET
ajbmeb-1706	34	5	output	output	NOUN
ajbmeb-1706	34	6	layer	layer	NOUN
ajbmeb-1706	34	7	contain	contain	VERB
ajbmeb-1706	34	8	linear	linear	ADJ
ajbmeb-1706	34	9	activation	activation	NOUN
ajbmeb-1706	34	10	functions	function	NOUN
ajbmeb-1706	34	11	,	,	PUNCT
ajbmeb-1706	34	12	as	as	SCONJ
ajbmeb-1706	34	13	they	they	PRON
ajbmeb-1706	34	14	have	have	VERB
ajbmeb-1706	34	15	a	a	DET
ajbmeb-1706	34	16	very	very	ADV
ajbmeb-1706	34	17	effective	effective	ADJ
ajbmeb-1706	34	18	role	role	NOUN
ajbmeb-1706	34	19	in	in	ADP
ajbmeb-1706	34	20	the	the	DET
ajbmeb-1706	34	21	process	process	NOUN
ajbmeb-1706	34	22	of	of	ADP
ajbmeb-1706	34	23	classifying	classify	VERB
ajbmeb-1706	34	24	data	datum	NOUN
ajbmeb-1706	34	25	that	that	PRON
ajbmeb-1706	34	26	contains	contain	VERB
ajbmeb-1706	34	27	a	a	DET
ajbmeb-1706	34	28	percentage	percentage	NOUN
ajbmeb-1706	34	29	of	of	ADP
ajbmeb-1706	34	30	noise	noise	NOUN
ajbmeb-1706	34	31	.	.	PUNCT
ajbmeb-1706	35	1	the	the	DET
ajbmeb-1706	35	2	network	network	NOUN
ajbmeb-1706	35	3	is	be	AUX
ajbmeb-1706	35	4	also	also	ADV
ajbmeb-1706	35	5	used	use	VERB
ajbmeb-1706	35	6	in	in	ADP
ajbmeb-1706	35	7	linear	linear	PROPN
ajbmeb-1706	35	8	and	and	CCONJ
ajbmeb-1706	35	9	non	non	ADJ
ajbmeb-1706	35	10	-	-	ADJ
ajbmeb-1706	35	11	linear	linear	ADJ
ajbmeb-1706	35	12	representation	representation	NOUN
ajbmeb-1706	35	13	models	model	NOUN
ajbmeb-1706	35	14	.	.	PUNCT
ajbmeb-1706	36	1	it	it	PRON
ajbmeb-1706	36	2	has	have	AUX
ajbmeb-1706	36	3	been	be	AUX
ajbmeb-1706	36	4	used	use	VERB
ajbmeb-1706	36	5	in	in	ADP
ajbmeb-1706	36	6	many	many	ADJ
ajbmeb-1706	36	7	fields	field	NOUN
ajbmeb-1706	36	8	as	as	ADP
ajbmeb-1706	36	9	an	an	DET
ajbmeb-1706	36	10	approximation	approximation	NOUN
ajbmeb-1706	36	11	function	function	NOUN
ajbmeb-1706	36	12	in	in	ADP
ajbmeb-1706	36	13	predicting	predict	VERB
ajbmeb-1706	36	14	time	time	NOUN
ajbmeb-1706	36	15	series	series	NOUN
ajbmeb-1706	36	16	.	.	PUNCT
ajbmeb-1706	37	1	classification	classification	NOUN
ajbmeb-1706	37	2	and	and	CCONJ
ajbmeb-1706	37	3	system	system	NOUN
ajbmeb-1706	37	4	monitoring	monitoring	NOUN
ajbmeb-1706	37	5	.	.	PUNCT
ajbmeb-1706	38	1	it	it	PRON
ajbmeb-1706	38	2	is	be	AUX
ajbmeb-1706	38	3	used	use	VERB
ajbmeb-1706	38	4	in	in	ADP
ajbmeb-1706	38	5	functions	function	NOUN
ajbmeb-1706	38	6	of	of	ADP
ajbmeb-1706	38	7	temporal	temporal	ADJ
ajbmeb-1706	38	8	arrangement	arrangement	NOUN
ajbmeb-1706	38	9	and	and	CCONJ
ajbmeb-1706	38	10	control	control	NOUN
ajbmeb-1706	38	11	of	of	ADP
ajbmeb-1706	38	12	machines	machine	NOUN
ajbmeb-1706	38	13	.	.	PUNCT
ajbmeb-1706	39	1	it	it	PRON
ajbmeb-1706	39	2	also	also	ADV
ajbmeb-1706	39	3	has	have	VERB
ajbmeb-1706	39	4	hybrid	hybrid	ADJ
ajbmeb-1706	39	5	characteristics	characteristic	NOUN
ajbmeb-1706	39	6	compared	compare	VERB
ajbmeb-1706	39	7	to	to	ADP
ajbmeb-1706	39	8	other	other	ADJ
ajbmeb-1706	39	9	networks	network	NOUN
ajbmeb-1706	39	10	,	,	PUNCT
ajbmeb-1706	39	11	in	in	ADP
ajbmeb-1706	39	12	addition	addition	NOUN
ajbmeb-1706	39	13	to	to	ADP
ajbmeb-1706	39	14	its	its	PRON
ajbmeb-1706	39	15	ability	ability	NOUN
ajbmeb-1706	39	16	to	to	PART
ajbmeb-1706	39	17	adapt	adapt	VERB
ajbmeb-1706	39	18	and	and	CCONJ
ajbmeb-1706	39	19	modify	modify	VERB
ajbmeb-1706	39	20	through	through	ADP
ajbmeb-1706	39	21	learning	learn	VERB
ajbmeb-1706	39	22	to	to	PART
ajbmeb-1706	39	23	find	find	VERB
ajbmeb-1706	39	24	functions	function	NOUN
ajbmeb-1706	39	25	linking	link	VERB
ajbmeb-1706	39	26	inputs	input	NOUN
ajbmeb-1706	39	27	and	and	CCONJ
ajbmeb-1706	39	28	outputs	output	NOUN
ajbmeb-1706	39	29	to	to	PART
ajbmeb-1706	39	30	produce	produce	VERB
ajbmeb-1706	39	31	a	a	DET
ajbmeb-1706	39	32	specific	specific	ADJ
ajbmeb-1706	39	33	decision	decision	NOUN
ajbmeb-1706	39	34	according	accord	VERB
ajbmeb-1706	39	35	to	to	ADP
ajbmeb-1706	39	36	the	the	DET
ajbmeb-1706	39	37	problem	problem	NOUN
ajbmeb-1706	39	38	to	to	PART
ajbmeb-1706	39	39	be	be	AUX
ajbmeb-1706	39	40	solved	solve	VERB
ajbmeb-1706	39	41	.	.	PUNCT
ajbmeb-1706	40	1	the	the	DET
ajbmeb-1706	40	2	rbf	rbf	PROPN
ajbmeb-1706	40	3	network	network	PROPN
ajbmeb-1706	40	4	relies	rely	VERB
ajbmeb-1706	40	5	on	on	ADP
ajbmeb-1706	40	6	two	two	NUM
ajbmeb-1706	40	7	types	type	NOUN
ajbmeb-1706	40	8	of	of	ADP
ajbmeb-1706	40	9	education	education	NOUN
ajbmeb-1706	40	10	,	,	PUNCT
ajbmeb-1706	40	11	which	which	PRON
ajbmeb-1706	40	12	are	be	AUX
ajbmeb-1706	40	13	as	as	SCONJ
ajbmeb-1706	40	14	follows	follow	VERB
ajbmeb-1706	40	15	:	:	PUNCT
ajbmeb-1706	40	16	unsupervised	unsupervised	ADJ
ajbmeb-1706	40	17	learning	learning	NOUN
ajbmeb-1706	40	18	:	:	PUNCT
ajbmeb-1706	40	19	we	we	PRON
ajbmeb-1706	40	20	find	find	VERB
ajbmeb-1706	40	21	this	this	DET
ajbmeb-1706	40	22	type	type	NOUN
ajbmeb-1706	40	23	of	of	ADP
ajbmeb-1706	40	24	learning	learn	VERB
ajbmeb-1706	40	25	in	in	ADP
ajbmeb-1706	40	26	the	the	DET
ajbmeb-1706	40	27	hidden	hide	VERB
ajbmeb-1706	40	28	layer	layer	NOUN
ajbmeb-1706	40	29	,	,	PUNCT
ajbmeb-1706	40	30	and	and	CCONJ
ajbmeb-1706	40	31	this	this	DET
ajbmeb-1706	40	32	method	method	NOUN
ajbmeb-1706	40	33	is	be	AUX
ajbmeb-1706	40	34	called	call	VERB
ajbmeb-1706	40	35	self	self	NOUN
ajbmeb-1706	40	36	-	-	PUNCT
ajbmeb-1706	40	37	learning	learning	NOUN
ajbmeb-1706	40	38	,	,	PUNCT
ajbmeb-1706	40	39	meaning	mean	VERB
ajbmeb-1706	40	40	that	that	SCONJ
ajbmeb-1706	40	41	the	the	DET
ajbmeb-1706	40	42	resulting	result	VERB
ajbmeb-1706	40	43	output	output	NOUN
ajbmeb-1706	40	44	values	value	NOUN
ajbmeb-1706	40	45	are	be	AUX
ajbmeb-1706	40	46	directly	directly	ADV
ajbmeb-1706	40	47	as	as	ADP
ajbmeb-1706	40	48	inputs	input	NOUN
ajbmeb-1706	40	49	to	to	ADP
ajbmeb-1706	40	50	the	the	DET
ajbmeb-1706	40	51	output	output	NOUN
ajbmeb-1706	40	52	layer	layer	NOUN
ajbmeb-1706	40	53	.	.	PUNCT
ajbmeb-1706	41	1	supervised	supervise	VERB
ajbmeb-1706	41	2	learning	learning	NOUN
ajbmeb-1706	41	3	:	:	PUNCT
ajbmeb-1706	41	4	this	this	DET
ajbmeb-1706	41	5	type	type	NOUN
ajbmeb-1706	41	6	is	be	AUX
ajbmeb-1706	41	7	found	find	VERB
ajbmeb-1706	41	8	in	in	ADP
ajbmeb-1706	41	9	the	the	DET
ajbmeb-1706	41	10	output	output	NOUN
ajbmeb-1706	41	11	layer	layer	NOUN
ajbmeb-1706	41	12	,	,	PUNCT
ajbmeb-1706	41	13	where	where	SCONJ
ajbmeb-1706	41	14	the	the	DET
ajbmeb-1706	41	15	network	network	NOUN
ajbmeb-1706	41	16	is	be	AUX
ajbmeb-1706	41	17	trained	train	VERB
ajbmeb-1706	41	18	to	to	PART
ajbmeb-1706	41	19	reach	reach	VERB
ajbmeb-1706	41	20	or	or	CCONJ
ajbmeb-1706	41	21	obtain	obtain	VERB
ajbmeb-1706	41	22	the	the	DET
ajbmeb-1706	41	23	required	required	ADJ
ajbmeb-1706	41	24	outputs	output	NOUN
ajbmeb-1706	41	25	,	,	PUNCT
ajbmeb-1706	41	26	and	and	CCONJ
ajbmeb-1706	41	27	training	training	NOUN
ajbmeb-1706	41	28	here	here	ADV
ajbmeb-1706	41	29	is	be	AUX
ajbmeb-1706	41	30	according	accord	VERB
ajbmeb-1706	41	31	to	to	ADP
ajbmeb-1706	41	32	the	the	DET
ajbmeb-1706	41	33	training	training	NOUN
ajbmeb-1706	41	34	algorithm	algorithm	NOUN
ajbmeb-1706	41	35	.	.	PUNCT
ajbmeb-1706	42	1	the	the	DET
ajbmeb-1706	42	2	gaussian	gaussian	ADJ
ajbmeb-1706	42	3	activation	activation	NOUN
ajbmeb-1706	42	4	function	function	NOUN
ajbmeb-1706	42	5	is	be	AUX
ajbmeb-1706	42	6	one	one	NUM
ajbmeb-1706	42	7	of	of	ADP
ajbmeb-1706	42	8	the	the	DET
ajbmeb-1706	42	9	most	most	ADV
ajbmeb-1706	42	10	often	often	ADV
ajbmeb-1706	42	11	utilized	utilize	VERB
ajbmeb-1706	42	12	activation	activation	NOUN
ajbmeb-1706	42	13	functions	function	NOUN
ajbmeb-1706	42	14	in	in	ADP
ajbmeb-1706	42	15	applications	application	NOUN
ajbmeb-1706	42	16	.	.	PUNCT
ajbmeb-1706	43	1	it	it	PRON
ajbmeb-1706	43	2	is	be	AUX
ajbmeb-1706	43	3	used	use	VERB
ajbmeb-1706	43	4	in	in	ADP
ajbmeb-1706	43	5	the	the	DET
ajbmeb-1706	43	6	hidden	hide	VERB
ajbmeb-1706	43	7	layer	layer	NOUN
ajbmeb-1706	43	8	and	and	CCONJ
ajbmeb-1706	43	9	takes	take	VERB
ajbmeb-1706	43	10	the	the	DET
ajbmeb-1706	43	11	following	following	ADJ
ajbmeb-1706	43	12	mathematical	mathematical	ADJ
ajbmeb-1706	43	13	form	form	NOUN
ajbmeb-1706	43	14	,	,	PUNCT
ajbmeb-1706	43	15	which	which	PRON
ajbmeb-1706	43	16	illustrates	illustrate	VERB
ajbmeb-1706	43	17	the	the	DET
ajbmeb-1706	43	18	structure	structure	NOUN
ajbmeb-1706	43	19	of	of	ADP
ajbmeb-1706	43	20	functional	functional	ADJ
ajbmeb-1706	43	21	neural	neural	ADJ
ajbmeb-1706	43	22	networks	network	NOUN
ajbmeb-1706	43	23	with	with	ADP
ajbmeb-1706	43	24	a	a	DET
ajbmeb-1706	43	25	radial	radial	ADJ
ajbmeb-1706	43	26	basis	basis	NOUN
ajbmeb-1706	43	27	function	function	NOUN
ajbmeb-1706	43	28	.	.	PUNCT
ajbmeb-1706	44	1	𝜇𝑖	𝜇𝑖	ADP
ajbmeb-1706	44	2	=	=	PUNCT
ajbmeb-1706	44	3	𝑒𝑥𝑝	𝑒𝑥𝑝	PROPN
ajbmeb-1706	45	1	[	[	X
ajbmeb-1706	45	2	−	−	X
ajbmeb-1706	45	3	‖𝑋−𝐶𝑖‖	‖𝑋−𝐶𝑖‖	PUNCT
ajbmeb-1706	45	4	2	2	NUM
ajbmeb-1706	45	5	2𝜎𝑖	2𝜎𝑖	NOUN
ajbmeb-1706	45	6	2	2	NUM
ajbmeb-1706	45	7	]	]	PUNCT
ajbmeb-1706	45	8	,	,	PUNCT
ajbmeb-1706	45	9	j=	j=	ADP
ajbmeb-1706	45	10	1	1	NUM
ajbmeb-1706	45	11	,	,	PUNCT
ajbmeb-1706	45	12	2	2	NUM
ajbmeb-1706	45	13	,	,	PUNCT
ajbmeb-1706	45	14	k	k	NOUN
ajbmeb-1706	45	15	,	,	PUNCT
ajbmeb-1706	45	16	n	n	X
ajbmeb-1706	45	17	where	where	SCONJ
ajbmeb-1706	45	18	:	:	PUNCT
ajbmeb-1706	45	19	𝜇𝑖	𝜇𝑖	ADP
ajbmeb-1706	45	20	:	:	PUNCT
ajbmeb-1706	45	21	represents	represent	VERB
ajbmeb-1706	45	22	the	the	DET
ajbmeb-1706	45	23	output	output	NOUN
ajbmeb-1706	45	24	of	of	ADP
ajbmeb-1706	45	25	cell	cell	NOUN
ajbmeb-1706	45	26	i	i	PRON
ajbmeb-1706	45	27	,	,	PUNCT
ajbmeb-1706	45	28	where	where	SCONJ
ajbmeb-1706	45	29	the	the	DET
ajbmeb-1706	45	30	output	output	NOUN
ajbmeb-1706	45	31	values	value	NOUN
ajbmeb-1706	45	32	are	be	AUX
ajbmeb-1706	45	33	limited	limit	VERB
ajbmeb-1706	45	34	to	to	ADP
ajbmeb-1706	45	35	(	(	PUNCT
ajbmeb-1706	45	36	1	1	NUM
ajbmeb-1706	45	37	,	,	PUNCT
ajbmeb-1706	45	38	0	0	NUM
ajbmeb-1706	45	39	)	)	PUNCT
ajbmeb-1706	45	40	.	.	PUNCT
ajbmeb-1706	46	1	x	x	X
ajbmeb-1706	46	2	:	:	PUNCT
ajbmeb-1706	46	3	network	network	NOUN
ajbmeb-1706	46	4	input	input	PROPN
ajbmeb-1706	46	5	vector	vector	NOUN
ajbmeb-1706	46	6	.	.	PUNCT
ajbmeb-1706	47	1	ci	ci	NOUN
ajbmeb-1706	47	2	:	:	PUNCT
ajbmeb-1706	47	3	the	the	DET
ajbmeb-1706	47	4	vector	vector	NOUN
ajbmeb-1706	47	5	of	of	ADP
ajbmeb-1706	47	6	weights	weight	NOUN
ajbmeb-1706	47	7	accompanying	accompany	VERB
ajbmeb-1706	47	8	the	the	DET
ajbmeb-1706	47	9	inputs	input	NOUN
ajbmeb-1706	47	10	,	,	PUNCT
ajbmeb-1706	47	11	which	which	PRON
ajbmeb-1706	47	12	are	be	AUX
ajbmeb-1706	47	13	generated	generate	VERB
ajbmeb-1706	47	14	random	random	ADJ
ajbmeb-1706	47	15	values	value	NOUN
ajbmeb-1706	47	16	.	.	PUNCT
ajbmeb-1706	48	1	figure	figure	NOUN
ajbmeb-1706	48	2	(	(	PUNCT
ajbmeb-1706	48	3	1	1	NUM
ajbmeb-1706	48	4	)	)	PUNCT
ajbmeb-1706	48	5	rbf	rbf	PROPN
ajbmeb-1706	48	6	network	network	NOUN
ajbmeb-1706	48	7	architecture	architecture	NOUN
ajbmeb-1706	48	8	american	american	PROPN
ajbmeb-1706	48	9	journal	journal	PROPN
ajbmeb-1706	48	10	of	of	ADP
ajbmeb-1706	48	11	business	business	NOUN
ajbmeb-1706	48	12	management	management	NOUN
ajbmeb-1706	48	13	,	,	PUNCT
ajbmeb-1706	48	14	economics	economic	NOUN
ajbmeb-1706	48	15	and	and	CCONJ
ajbmeb-1706	48	16	banking	banking	NOUN
ajbmeb-1706	48	17	volume	volume	NOUN
ajbmeb-1706	48	18	20	20	NUM
ajbmeb-1706	48	19	january	january	PROPN
ajbmeb-1706	48	20	,	,	PUNCT
ajbmeb-1706	48	21	2024	2024	NUM
ajbmeb-1706	48	22	p	p	NOUN
ajbmeb-1706	48	23	a	a	DET
ajbmeb-1706	48	24	g	g	NOUN
ajbmeb-1706	48	25	e	e	NOUN
ajbmeb-1706	48	26	|	|	ADV
ajbmeb-1706	48	27	4	4	NUM
ajbmeb-1706	48	28	www.americanjournal.org	www.americanjournal.org	NOUN
ajbmeb-1706	48	29	results	result	NOUN
ajbmeb-1706	48	30	and	and	CCONJ
ajbmeb-1706	48	31	discussion	discussion	NOUN
ajbmeb-1706	48	32	:	:	PUNCT
ajbmeb-1706	48	33	to	to	PART
ajbmeb-1706	48	34	carry	carry	VERB
ajbmeb-1706	48	35	out	out	ADP
ajbmeb-1706	48	36	the	the	DET
ajbmeb-1706	48	37	forecasting	forecasting	NOUN
ajbmeb-1706	48	38	process	process	NOUN
ajbmeb-1706	48	39	using	use	VERB
ajbmeb-1706	48	40	the	the	DET
ajbmeb-1706	48	41	rbf	rbf	PROPN
ajbmeb-1706	48	42	model	model	NOUN
ajbmeb-1706	48	43	,	,	PUNCT
ajbmeb-1706	48	44	data	datum	NOUN
ajbmeb-1706	48	45	from	from	ADP
ajbmeb-1706	48	46	the	the	DET
ajbmeb-1706	48	47	weekly	weekly	ADJ
ajbmeb-1706	48	48	reports	report	NOUN
ajbmeb-1706	48	49	of	of	ADP
ajbmeb-1706	48	50	the	the	DET
ajbmeb-1706	48	51	iraqi	iraqi	ADJ
ajbmeb-1706	48	52	stock	stock	NOUN
ajbmeb-1706	48	53	market	market	NOUN
ajbmeb-1706	48	54	were	be	AUX
ajbmeb-1706	48	55	used	use	VERB
ajbmeb-1706	48	56	for	for	ADP
ajbmeb-1706	48	57	the	the	DET
ajbmeb-1706	48	58	period	period	NOUN
ajbmeb-1706	48	59	extending	extend	VERB
ajbmeb-1706	48	60	(	(	PUNCT
ajbmeb-1706	48	61	1/1/2017	1/1/2017	NUM
ajbmeb-1706	48	62	to	to	ADP
ajbmeb-1706	48	63	11/1/2023	11/1/2023	NUM
ajbmeb-1706	48	64	)	)	PUNCT
ajbmeb-1706	48	65	.	.	PUNCT
ajbmeb-1706	49	1	the	the	DET
ajbmeb-1706	49	2	rbf	rbf	PROPN
ajbmeb-1706	49	3	model	model	NOUN
ajbmeb-1706	49	4	was	be	AUX
ajbmeb-1706	49	5	applied	apply	VERB
ajbmeb-1706	49	6	and	and	CCONJ
ajbmeb-1706	49	7	the	the	DET
ajbmeb-1706	49	8	data	datum	NOUN
ajbmeb-1706	49	9	was	be	AUX
ajbmeb-1706	49	10	processed	process	VERB
ajbmeb-1706	49	11	using	use	VERB
ajbmeb-1706	49	12	the	the	DET
ajbmeb-1706	49	13	spss26	spss26	NOUN
ajbmeb-1706	49	14	program	program	NOUN
ajbmeb-1706	49	15	.	.	PUNCT
ajbmeb-1706	50	1	the	the	DET
ajbmeb-1706	50	2	method	method	NOUN
ajbmeb-1706	50	3	of	of	ADP
ajbmeb-1706	50	4	artificial	artificial	ADJ
ajbmeb-1706	50	5	neural	neural	ADJ
ajbmeb-1706	50	6	networks	network	NOUN
ajbmeb-1706	50	7	with	with	ADP
ajbmeb-1706	50	8	radial	radial	ADJ
ajbmeb-1706	50	9	basis	basis	NOUN
ajbmeb-1706	50	10	function	function	NOUN
ajbmeb-1706	50	11	was	be	AUX
ajbmeb-1706	50	12	applied	apply	VERB
ajbmeb-1706	50	13	to	to	PART
ajbmeb-1706	50	14	predict	predict	VERB
ajbmeb-1706	50	15	the	the	DET
ajbmeb-1706	50	16	indicators	indicator	NOUN
ajbmeb-1706	50	17	of	of	ADP
ajbmeb-1706	50	18	the	the	DET
ajbmeb-1706	50	19	iraqi	iraqi	ADJ
ajbmeb-1706	50	20	financial	financial	ADJ
ajbmeb-1706	50	21	market	market	NOUN
ajbmeb-1706	50	22	according	accord	VERB
ajbmeb-1706	50	23	to	to	ADP
ajbmeb-1706	50	24	the	the	DET
ajbmeb-1706	50	25	following	follow	VERB
ajbmeb-1706	50	26	steps	step	NOUN
ajbmeb-1706	50	27	:	:	PUNCT
ajbmeb-1706	50	28	1	1	X
ajbmeb-1706	50	29	.	.	X
ajbmeb-1706	50	30	selection	selection	NOUN
ajbmeb-1706	50	31	of	of	ADP
ajbmeb-1706	50	32	variables	variable	NOUN
ajbmeb-1706	50	33	the	the	DET
ajbmeb-1706	50	34	research	research	NOUN
ajbmeb-1706	50	35	variables	variable	NOUN
ajbmeb-1706	50	36	are	be	AUX
ajbmeb-1706	50	37	the	the	DET
ajbmeb-1706	50	38	time	time	NOUN
ajbmeb-1706	50	39	series	series	NOUN
ajbmeb-1706	50	40	of	of	ADP
ajbmeb-1706	50	41	general	general	ADJ
ajbmeb-1706	50	42	market	market	NOUN
ajbmeb-1706	50	43	indicators	indicator	NOUN
ajbmeb-1706	50	44	represented	represent	VERB
ajbmeb-1706	50	45	by	by	ADP
ajbmeb-1706	50	46	opening	opening	NOUN
ajbmeb-1706	50	47	and	and	CCONJ
ajbmeb-1706	50	48	closing	closing	NOUN
ajbmeb-1706	50	49	prices	price	NOUN
ajbmeb-1706	50	50	and	and	CCONJ
ajbmeb-1706	50	51	the	the	DET
ajbmeb-1706	50	52	percentage	percentage	NOUN
ajbmeb-1706	50	53	of	of	ADP
ajbmeb-1706	50	54	change	change	NOUN
ajbmeb-1706	50	55	for	for	ADP
ajbmeb-1706	50	56	the	the	DET
ajbmeb-1706	50	57	period	period	NOUN
ajbmeb-1706	50	58	from	from	ADP
ajbmeb-1706	50	59	(	(	PUNCT
ajbmeb-1706	50	60	1/1/2017	1/1/2017	NUM
ajbmeb-1706	50	61	to	to	ADP
ajbmeb-1706	50	62	11/1/2023	11/1/2023	NUM
ajbmeb-1706	50	63	)	)	PUNCT
ajbmeb-1706	50	64	with	with	ADP
ajbmeb-1706	50	65	(	(	PUNCT
ajbmeb-1706	50	66	310	310	NUM
ajbmeb-1706	50	67	)	)	PUNCT
ajbmeb-1706	50	68	observations	observation	NOUN
ajbmeb-1706	50	69	.	.	PUNCT
ajbmeb-1706	51	1	after	after	ADP
ajbmeb-1706	51	2	identifying	identify	VERB
ajbmeb-1706	51	3	the	the	DET
ajbmeb-1706	51	4	study	study	NOUN
ajbmeb-1706	51	5	variables	variable	NOUN
ajbmeb-1706	51	6	,	,	PUNCT
ajbmeb-1706	51	7	we	we	PRON
ajbmeb-1706	51	8	processed	process	VERB
ajbmeb-1706	51	9	the	the	DET
ajbmeb-1706	51	10	missing	miss	VERB
ajbmeb-1706	51	11	data	datum	NOUN
ajbmeb-1706	51	12	using	use	VERB
ajbmeb-1706	51	13	spss	spss	PROPN
ajbmeb-1706	51	14	according	accord	VERB
ajbmeb-1706	51	15	to	to	ADP
ajbmeb-1706	51	16	the	the	DET
ajbmeb-1706	51	17	replace	replace	NOUN
ajbmeb-1706	51	18	missing	miss	VERB
ajbmeb-1706	51	19	values	value	NOUN
ajbmeb-1706	51	20	function	function	NOUN
ajbmeb-1706	51	21	.	.	PUNCT
ajbmeb-1706	52	1	table	table	NOUN
ajbmeb-1706	52	2	(	(	PUNCT
ajbmeb-1706	52	3	1	1	X
ajbmeb-1706	52	4	)	)	PUNCT
ajbmeb-1706	52	5	shows	show	VERB
ajbmeb-1706	52	6	the	the	DET
ajbmeb-1706	52	7	columns	column	NOUN
ajbmeb-1706	52	8	of	of	ADP
ajbmeb-1706	52	9	the	the	DET
ajbmeb-1706	52	10	processed	process	VERB
ajbmeb-1706	52	11	variables	variable	NOUN
ajbmeb-1706	52	12	.	.	PUNCT
ajbmeb-1706	53	1	then	then	ADV
ajbmeb-1706	53	2	,	,	PUNCT
ajbmeb-1706	53	3	the	the	DET
ajbmeb-1706	53	4	rbf	rbf	PROPN
ajbmeb-1706	53	5	model	model	NOUN
ajbmeb-1706	53	6	for	for	ADP
ajbmeb-1706	53	7	neural	neural	ADJ
ajbmeb-1706	53	8	networks	network	NOUN
ajbmeb-1706	53	9	was	be	AUX
ajbmeb-1706	53	10	applied	apply	VERB
ajbmeb-1706	53	11	.	.	PUNCT
ajbmeb-1706	54	1	the	the	DET
ajbmeb-1706	54	2	network	network	NOUN
ajbmeb-1706	54	3	of	of	ADP
ajbmeb-1706	54	4	artificial	artificial	ADJ
ajbmeb-1706	54	5	neurons	neuron	NOUN
ajbmeb-1706	54	6	is	be	AUX
ajbmeb-1706	54	7	composed	compose	VERB
ajbmeb-1706	54	8	of	of	ADP
ajbmeb-1706	54	9	three	three	NUM
ajbmeb-1706	54	10	layers	layer	NOUN
ajbmeb-1706	54	11	:	:	PUNCT
ajbmeb-1706	54	12	the	the	DET
ajbmeb-1706	54	13	values	value	NOUN
ajbmeb-1706	54	14	of	of	ADP
ajbmeb-1706	54	15	the	the	DET
ajbmeb-1706	54	16	opening	opening	NOUN
ajbmeb-1706	54	17	prices	price	NOUN
ajbmeb-1706	54	18	and	and	CCONJ
ajbmeb-1706	54	19	the	the	DET
ajbmeb-1706	54	20	percentage	percentage	NOUN
ajbmeb-1706	54	21	change	change	NOUN
ajbmeb-1706	54	22	indicate	indicate	VERB
ajbmeb-1706	54	23	the	the	DET
ajbmeb-1706	54	24	first	first	ADJ
ajbmeb-1706	54	25	layer	layer	NOUN
ajbmeb-1706	54	26	,	,	PUNCT
ajbmeb-1706	54	27	or	or	CCONJ
ajbmeb-1706	54	28	input	input	NOUN
ajbmeb-1706	54	29	layer	layer	NOUN
ajbmeb-1706	54	30	.	.	PUNCT
ajbmeb-1706	55	1	the	the	DET
ajbmeb-1706	55	2	second	second	ADJ
ajbmeb-1706	55	3	layer	layer	NOUN
ajbmeb-1706	55	4	(	(	PUNCT
ajbmeb-1706	55	5	hidden	hide	VERB
ajbmeb-1706	55	6	layer	layer	NOUN
ajbmeb-1706	55	7	):	):	PUNCT
ajbmeb-1706	55	8	consists	consist	VERB
ajbmeb-1706	55	9	of	of	ADP
ajbmeb-1706	55	10	9	9	NUM
ajbmeb-1706	55	11	neurons	neuron	NOUN
ajbmeb-1706	55	12	.	.	PUNCT
ajbmeb-1706	56	1	the	the	DET
ajbmeb-1706	56	2	closing	close	VERB
ajbmeb-1706	56	3	prices	price	NOUN
ajbmeb-1706	56	4	of	of	ADP
ajbmeb-1706	56	5	the	the	DET
ajbmeb-1706	56	6	iraqi	iraqi	ADJ
ajbmeb-1706	56	7	stock	stock	NOUN
ajbmeb-1706	56	8	market	market	NOUN
ajbmeb-1706	56	9	make	make	VERB
ajbmeb-1706	56	10	up	up	ADP
ajbmeb-1706	56	11	the	the	DET
ajbmeb-1706	56	12	third	third	ADJ
ajbmeb-1706	56	13	layer	layer	NOUN
ajbmeb-1706	56	14	,	,	PUNCT
ajbmeb-1706	56	15	often	often	ADV
ajbmeb-1706	56	16	known	know	VERB
ajbmeb-1706	56	17	as	as	ADP
ajbmeb-1706	56	18	the	the	DET
ajbmeb-1706	56	19	output	output	NOUN
ajbmeb-1706	56	20	layer	layer	NOUN
ajbmeb-1706	56	21	.	.	PUNCT
ajbmeb-1706	57	1	the	the	DET
ajbmeb-1706	57	2	inputs	input	NOUN
ajbmeb-1706	57	3	of	of	ADP
ajbmeb-1706	57	4	the	the	DET
ajbmeb-1706	57	5	vector	vector	NOUN
ajbmeb-1706	57	6	-	-	PUNCT
ajbmeb-1706	57	7	based	base	VERB
ajbmeb-1706	57	8	functional	functional	ADJ
ajbmeb-1706	57	9	neural	neural	ADJ
ajbmeb-1706	57	10	network	network	NOUN
ajbmeb-1706	57	11	are	be	AUX
ajbmeb-1706	57	12	displayed	display	VERB
ajbmeb-1706	57	13	in	in	ADP
ajbmeb-1706	57	14	table	table	NOUN
ajbmeb-1706	57	15	(	(	PUNCT
ajbmeb-1706	57	16	2	2	NUM
ajbmeb-1706	57	17	)	)	PUNCT
ajbmeb-1706	57	18	.	.	PUNCT
ajbmeb-1706	58	1	therefore	therefore	ADV
ajbmeb-1706	58	2	,	,	PUNCT
ajbmeb-1706	58	3	the	the	DET
ajbmeb-1706	58	4	network	network	NOUN
ajbmeb-1706	58	5	architecture	architecture	NOUN
ajbmeb-1706	58	6	is	be	AUX
ajbmeb-1706	58	7	in	in	ADP
ajbmeb-1706	58	8	the	the	DET
ajbmeb-1706	58	9	form	form	NOUN
ajbmeb-1706	58	10	(	(	PUNCT
ajbmeb-1706	58	11	1:9:2	1:9:2	NUM
ajbmeb-1706	58	12	)	)	PUNCT
ajbmeb-1706	58	13	.	.	PUNCT
ajbmeb-1706	59	1	american	american	PROPN
ajbmeb-1706	59	2	journal	journal	PROPN
ajbmeb-1706	59	3	of	of	ADP
ajbmeb-1706	59	4	business	business	NOUN
ajbmeb-1706	59	5	management	management	NOUN
ajbmeb-1706	59	6	,	,	PUNCT
ajbmeb-1706	59	7	economics	economic	NOUN
ajbmeb-1706	59	8	and	and	CCONJ
ajbmeb-1706	59	9	banking	banking	NOUN
ajbmeb-1706	59	10	volume	volume	NOUN
ajbmeb-1706	59	11	20	20	NUM
ajbmeb-1706	59	12	january	january	PROPN
ajbmeb-1706	59	13	,	,	PUNCT
ajbmeb-1706	59	14	2024	2024	NUM
ajbmeb-1706	59	15	p	p	NOUN
ajbmeb-1706	59	16	a	a	DET
ajbmeb-1706	59	17	g	g	NOUN
ajbmeb-1706	59	18	e	e	NOUN
ajbmeb-1706	59	19	|	|	ADV
ajbmeb-1706	59	20	5	5	NUM
ajbmeb-1706	59	21	www.americanjournal.org	www.americanjournal.org	NOUN
ajbmeb-1706	59	22	figure	figure	NOUN
ajbmeb-1706	59	23	(	(	PUNCT
ajbmeb-1706	59	24	2	2	NUM
ajbmeb-1706	59	25	)	)	PUNCT
ajbmeb-1706	59	26	depicts	depict	VERB
ajbmeb-1706	59	27	the	the	DET
ajbmeb-1706	59	28	artificial	artificial	ADJ
ajbmeb-1706	59	29	neural	neural	ADJ
ajbmeb-1706	59	30	network	network	NOUN
ajbmeb-1706	59	31	's	's	PART
ajbmeb-1706	59	32	architecture	architecture	NOUN
ajbmeb-1706	59	33	.	.	PUNCT
ajbmeb-1706	60	1	2	2	X
ajbmeb-1706	60	2	.	.	X
ajbmeb-1706	60	3	data	datum	NOUN
ajbmeb-1706	60	4	processing	processing	NOUN
ajbmeb-1706	60	5	after	after	ADP
ajbmeb-1706	60	6	determining	determine	VERB
ajbmeb-1706	60	7	the	the	DET
ajbmeb-1706	60	8	input	input	NOUN
ajbmeb-1706	60	9	time	time	NOUN
ajbmeb-1706	60	10	series	series	PROPN
ajbmeb-1706	60	11	,	,	PUNCT
ajbmeb-1706	60	12	the	the	DET
ajbmeb-1706	60	13	data	data	NOUN
ajbmeb-1706	60	14	is	be	AUX
ajbmeb-1706	60	15	processed	process	VERB
ajbmeb-1706	60	16	in	in	ADP
ajbmeb-1706	60	17	a	a	DET
ajbmeb-1706	60	18	nonlinear	nonlinear	ADJ
ajbmeb-1706	60	19	autoregressive	autoregressive	ADJ
ajbmeb-1706	60	20	prediction	prediction	NOUN
ajbmeb-1706	60	21	form	form	NOUN
ajbmeb-1706	60	22	with	with	ADP
ajbmeb-1706	60	23	an	an	DET
ajbmeb-1706	60	24	external	external	ADJ
ajbmeb-1706	60	25	input	input	NOUN
ajbmeb-1706	60	26	.	.	PUNCT
ajbmeb-1706	61	1	american	american	ADJ
ajbmeb-1706	61	2	journal	journal	PROPN
ajbmeb-1706	61	3	of	of	ADP
ajbmeb-1706	61	4	business	business	NOUN
ajbmeb-1706	61	5	management	management	NOUN
ajbmeb-1706	61	6	,	,	PUNCT
ajbmeb-1706	61	7	economics	economic	NOUN
ajbmeb-1706	61	8	and	and	CCONJ
ajbmeb-1706	61	9	banking	banking	NOUN
ajbmeb-1706	61	10	volume	volume	NOUN
ajbmeb-1706	61	11	20	20	NUM
ajbmeb-1706	61	12	january	january	PROPN
ajbmeb-1706	61	13	,	,	PUNCT
ajbmeb-1706	61	14	2024	2024	NUM
ajbmeb-1706	61	15	p	p	NOUN
ajbmeb-1706	61	16	a	a	DET
ajbmeb-1706	61	17	g	g	NOUN
ajbmeb-1706	61	18	e	e	NOUN
ajbmeb-1706	61	19	|	|	ADV
ajbmeb-1706	61	20	6	6	NUM
ajbmeb-1706	61	21	www.americanjournal.org	www.americanjournal.org	NOUN
ajbmeb-1706	61	22	3	3	NUM
ajbmeb-1706	61	23	.	.	PUNCT
ajbmeb-1706	61	24	data	datum	NOUN
ajbmeb-1706	61	25	analysis	analysis	NOUN
ajbmeb-1706	61	26	stage	stage	NOUN
ajbmeb-1706	61	27	at	at	ADP
ajbmeb-1706	61	28	this	this	DET
ajbmeb-1706	61	29	stage	stage	NOUN
ajbmeb-1706	61	30	,	,	PUNCT
ajbmeb-1706	61	31	the	the	DET
ajbmeb-1706	61	32	program	program	NOUN
ajbmeb-1706	61	33	analyzes	analyze	VERB
ajbmeb-1706	61	34	the	the	DET
ajbmeb-1706	61	35	data	datum	NOUN
ajbmeb-1706	61	36	in	in	ADP
ajbmeb-1706	61	37	a	a	DET
ajbmeb-1706	61	38	file	file	NOUN
ajbmeb-1706	61	39	and	and	CCONJ
ajbmeb-1706	61	40	describes	describe	VERB
ajbmeb-1706	61	41	it	it	PRON
ajbmeb-1706	61	42	in	in	ADP
ajbmeb-1706	61	43	columns	column	NOUN
ajbmeb-1706	61	44	.	.	PUNCT
ajbmeb-1706	62	1	the	the	DET
ajbmeb-1706	62	2	program	program	NOUN
ajbmeb-1706	62	3	also	also	ADV
ajbmeb-1706	62	4	divides	divide	VERB
ajbmeb-1706	62	5	the	the	DET
ajbmeb-1706	62	6	data	datum	NOUN
ajbmeb-1706	62	7	into	into	ADP
ajbmeb-1706	62	8	two	two	NUM
ajbmeb-1706	62	9	groups	group	NOUN
ajbmeb-1706	62	10	based	base	VERB
ajbmeb-1706	62	11	on	on	ADP
ajbmeb-1706	62	12	training	training	NOUN
ajbmeb-1706	62	13	and	and	CCONJ
ajbmeb-1706	62	14	testing	testing	NOUN
ajbmeb-1706	62	15	as	as	SCONJ
ajbmeb-1706	62	16	follows	follow	VERB
ajbmeb-1706	62	17	:	:	PUNCT
ajbmeb-1706	62	18	70	70	NUM
ajbmeb-1706	62	19	%	%	NOUN
ajbmeb-1706	62	20	of	of	ADP
ajbmeb-1706	62	21	the	the	DET
ajbmeb-1706	62	22	data	datum	NOUN
ajbmeb-1706	62	23	was	be	AUX
ajbmeb-1706	62	24	used	use	VERB
ajbmeb-1706	62	25	for	for	ADP
ajbmeb-1706	62	26	training	training	NOUN
ajbmeb-1706	62	27	,	,	PUNCT
ajbmeb-1706	62	28	equivalent	equivalent	ADJ
ajbmeb-1706	62	29	to	to	ADP
ajbmeb-1706	62	30	(	(	PUNCT
ajbmeb-1706	62	31	210	210	NUM
ajbmeb-1706	62	32	)	)	PUNCT
ajbmeb-1706	62	33	views	view	NOUN
ajbmeb-1706	62	34	.	.	PUNCT
ajbmeb-1706	63	1	30	30	NUM
ajbmeb-1706	63	2	%	%	NOUN
ajbmeb-1706	63	3	of	of	ADP
ajbmeb-1706	63	4	the	the	DET
ajbmeb-1706	63	5	data	datum	NOUN
ajbmeb-1706	63	6	was	be	AUX
ajbmeb-1706	63	7	used	use	VERB
ajbmeb-1706	63	8	as	as	ADP
ajbmeb-1706	63	9	an	an	DET
ajbmeb-1706	63	10	independent	independent	ADJ
ajbmeb-1706	63	11	test	test	NOUN
ajbmeb-1706	63	12	on	on	ADP
ajbmeb-1706	63	13	the	the	DET
ajbmeb-1706	63	14	network	network	NOUN
ajbmeb-1706	63	15	,	,	PUNCT
ajbmeb-1706	63	16	equivalent	equivalent	ADJ
ajbmeb-1706	63	17	to	to	ADP
ajbmeb-1706	63	18	(	(	PUNCT
ajbmeb-1706	63	19	90	90	NUM
ajbmeb-1706	63	20	)	)	PUNCT
ajbmeb-1706	63	21	observations	observation	NOUN
ajbmeb-1706	63	22	,	,	PUNCT
ajbmeb-1706	63	23	to	to	PART
ajbmeb-1706	63	24	determine	determine	VERB
ajbmeb-1706	63	25	the	the	DET
ajbmeb-1706	63	26	efficiency	efficiency	NOUN
ajbmeb-1706	63	27	and	and	CCONJ
ajbmeb-1706	63	28	accuracy	accuracy	NOUN
ajbmeb-1706	63	29	of	of	ADP
ajbmeb-1706	63	30	the	the	DET
ajbmeb-1706	63	31	model	model	NOUN
ajbmeb-1706	63	32	used	use	VERB
ajbmeb-1706	63	33	.	.	PUNCT
ajbmeb-1706	64	1	table	table	NOUN
ajbmeb-1706	64	2	(	(	PUNCT
ajbmeb-1706	64	3	3	3	X
ajbmeb-1706	64	4	)	)	PUNCT
ajbmeb-1706	64	5	breakdown	breakdown	NOUN
ajbmeb-1706	64	6	of	of	ADP
ajbmeb-1706	64	7	the	the	DET
ajbmeb-1706	64	8	data	data	NOUN
ajbmeb-1706	64	9	sample	sample	NOUN
ajbmeb-1706	64	10	n	n	PRON
ajbmeb-1706	64	11	percent	percent	NOUN
ajbmeb-1706	64	12	sample	sample	NOUN
ajbmeb-1706	64	13	training	train	VERB
ajbmeb-1706	64	14	205	205	NUM
ajbmeb-1706	64	15	95.8	95.8	NUM
ajbmeb-1706	64	16	%	%	NOUN
ajbmeb-1706	64	17	testing	testing	NOUN
ajbmeb-1706	64	18	9	9	NUM
ajbmeb-1706	64	19	4.2	4.2	NUM
ajbmeb-1706	64	20	%	%	NOUN
ajbmeb-1706	64	21	valid	valid	ADJ
ajbmeb-1706	64	22	214	214	NUM
ajbmeb-1706	64	23	100.0	100.0	NUM
ajbmeb-1706	64	24	%	%	NOUN
ajbmeb-1706	64	25	excluded	exclude	VERB
ajbmeb-1706	64	26	87	87	NUM
ajbmeb-1706	64	27	total	total	NOUN
ajbmeb-1706	64	28	301	301	NUM
ajbmeb-1706	64	29	the	the	DET
ajbmeb-1706	64	30	source	source	NOUN
ajbmeb-1706	64	31	was	be	AUX
ajbmeb-1706	64	32	prepared	prepare	VERB
ajbmeb-1706	64	33	by	by	ADP
ajbmeb-1706	64	34	the	the	DET
ajbmeb-1706	64	35	researcher	researcher	NOUN
ajbmeb-1706	64	36	using	use	VERB
ajbmeb-1706	64	37	the	the	DET
ajbmeb-1706	64	38	spss	spss	PROPN
ajbmeb-1706	64	39	program	program	NOUN
ajbmeb-1706	64	40	the	the	DET
ajbmeb-1706	64	41	test	test	NOUN
ajbmeb-1706	64	42	data	datum	NOUN
ajbmeb-1706	64	43	criterion	criterion	NOUN
ajbmeb-1706	64	44	determines	determine	VERB
ajbmeb-1706	64	45	how	how	SCONJ
ajbmeb-1706	64	46	many	many	ADJ
ajbmeb-1706	64	47	hidden	hidden	ADJ
ajbmeb-1706	64	48	units	unit	NOUN
ajbmeb-1706	64	49	are	be	AUX
ajbmeb-1706	64	50	needed	need	VERB
ajbmeb-1706	64	51	;	;	PUNCT
ajbmeb-1706	64	52	the	the	DET
ajbmeb-1706	64	53	"	"	PUNCT
ajbmeb-1706	64	54	optimal	optimal	ADJ
ajbmeb-1706	64	55	"	"	PUNCT
ajbmeb-1706	64	56	number	number	NOUN
ajbmeb-1706	64	57	of	of	ADP
ajbmeb-1706	64	58	hidden	hidden	ADJ
ajbmeb-1706	64	59	units	unit	NOUN
ajbmeb-1706	64	60	is	be	AUX
ajbmeb-1706	64	61	the	the	DET
ajbmeb-1706	64	62	one	one	NUM
ajbmeb-1706	64	63	that	that	PRON
ajbmeb-1706	64	64	results	result	VERB
ajbmeb-1706	64	65	in	in	ADP
ajbmeb-1706	64	66	the	the	DET
ajbmeb-1706	64	67	least	least	ADJ
ajbmeb-1706	64	68	amount	amount	NOUN
ajbmeb-1706	64	69	of	of	ADP
ajbmeb-1706	64	70	inaccuracy	inaccuracy	NOUN
ajbmeb-1706	64	71	in	in	ADP
ajbmeb-1706	64	72	the	the	DET
ajbmeb-1706	64	73	test	test	NOUN
ajbmeb-1706	64	74	data	datum	NOUN
ajbmeb-1706	64	75	.	.	PUNCT
ajbmeb-1706	65	1	the	the	DET
ajbmeb-1706	65	2	final	final	ADJ
ajbmeb-1706	65	3	step	step	NOUN
ajbmeb-1706	65	4	in	in	ADP
ajbmeb-1706	65	5	building	build	VERB
ajbmeb-1706	65	6	the	the	DET
ajbmeb-1706	65	7	model	model	NOUN
ajbmeb-1706	65	8	is	be	AUX
ajbmeb-1706	65	9	the	the	DET
ajbmeb-1706	65	10	implementation	implementation	NOUN
ajbmeb-1706	65	11	stage	stage	NOUN
ajbmeb-1706	65	12	,	,	PUNCT
ajbmeb-1706	65	13	in	in	ADP
ajbmeb-1706	65	14	which	which	PRON
ajbmeb-1706	65	15	it	it	PRON
ajbmeb-1706	65	16	is	be	AUX
ajbmeb-1706	65	17	ensured	ensure	VERB
ajbmeb-1706	65	18	that	that	SCONJ
ajbmeb-1706	65	19	the	the	DET
ajbmeb-1706	65	20	model	model	NOUN
ajbmeb-1706	65	21	is	be	AUX
ajbmeb-1706	65	22	ready	ready	ADJ
ajbmeb-1706	65	23	for	for	ADP
ajbmeb-1706	65	24	prediction	prediction	NOUN
ajbmeb-1706	65	25	after	after	ADP
ajbmeb-1706	65	26	conducting	conduct	VERB
ajbmeb-1706	65	27	the	the	DET
ajbmeb-1706	65	28	training	training	NOUN
ajbmeb-1706	65	29	and	and	CCONJ
ajbmeb-1706	65	30	verification	verification	NOUN
ajbmeb-1706	65	31	process	process	NOUN
ajbmeb-1706	65	32	.	.	PUNCT
ajbmeb-1706	66	1	this	this	PRON
ajbmeb-1706	66	2	is	be	AUX
ajbmeb-1706	66	3	done	do	VERB
ajbmeb-1706	66	4	by	by	ADP
ajbmeb-1706	66	5	measuring	measure	VERB
ajbmeb-1706	66	6	the	the	DET
ajbmeb-1706	66	7	level	level	NOUN
ajbmeb-1706	66	8	of	of	ADP
ajbmeb-1706	66	9	model	model	NOUN
ajbmeb-1706	66	10	accuracy	accuracy	NOUN
ajbmeb-1706	66	11	performance	performance	NOUN
ajbmeb-1706	66	12	.	.	PUNCT
ajbmeb-1706	67	1	after	after	ADP
ajbmeb-1706	67	2	completing	complete	VERB
ajbmeb-1706	67	3	the	the	DET
ajbmeb-1706	67	4	model	model	NOUN
ajbmeb-1706	67	5	training	training	NOUN
ajbmeb-1706	67	6	process	process	NOUN
ajbmeb-1706	67	7	on	on	ADP
ajbmeb-1706	67	8	the	the	DET
ajbmeb-1706	67	9	studied	study	VERB
ajbmeb-1706	67	10	data	data	NOUN
ajbmeb-1706	67	11	sample	sample	NOUN
ajbmeb-1706	67	12	,	,	PUNCT
ajbmeb-1706	67	13	the	the	DET
ajbmeb-1706	67	14	model	model	NOUN
ajbmeb-1706	67	15	’s	’s	PART
ajbmeb-1706	67	16	performance	performance	NOUN
ajbmeb-1706	67	17	is	be	AUX
ajbmeb-1706	67	18	tested	test	VERB
ajbmeb-1706	67	19	,	,	PUNCT
ajbmeb-1706	67	20	as	as	SCONJ
ajbmeb-1706	67	21	the	the	DET
ajbmeb-1706	67	22	model	model	NOUN
ajbmeb-1706	67	23	’s	’s	PART
ajbmeb-1706	67	24	accuracy	accuracy	NOUN
ajbmeb-1706	67	25	indicates	indicate	VERB
ajbmeb-1706	67	26	the	the	DET
ajbmeb-1706	67	27	extent	extent	NOUN
ajbmeb-1706	67	28	of	of	ADP
ajbmeb-1706	67	29	the	the	DET
ajbmeb-1706	67	30	neural	neural	ADJ
ajbmeb-1706	67	31	network	network	NOUN
ajbmeb-1706	67	32	model	model	NOUN
ajbmeb-1706	67	33	’s	’s	PART
ajbmeb-1706	67	34	ability	ability	NOUN
ajbmeb-1706	67	35	to	to	PART
ajbmeb-1706	67	36	estimate	estimate	VERB
ajbmeb-1706	67	37	the	the	DET
ajbmeb-1706	67	38	test	test	NOUN
ajbmeb-1706	67	39	sample	sample	NOUN
ajbmeb-1706	67	40	.	.	PUNCT
ajbmeb-1706	68	1	based	base	VERB
ajbmeb-1706	68	2	on	on	ADP
ajbmeb-1706	68	3	this	this	PRON
ajbmeb-1706	68	4	,	,	PUNCT
ajbmeb-1706	68	5	the	the	DET
ajbmeb-1706	68	6	model	model	NOUN
ajbmeb-1706	68	7	's	's	PART
ajbmeb-1706	68	8	performance	performance	NOUN
ajbmeb-1706	68	9	is	be	AUX
ajbmeb-1706	68	10	evaluated	evaluate	VERB
ajbmeb-1706	68	11	according	accord	VERB
ajbmeb-1706	68	12	to	to	ADP
ajbmeb-1706	68	13	the	the	DET
ajbmeb-1706	68	14	measure	measure	NOUN
ajbmeb-1706	68	15	of	of	ADP
ajbmeb-1706	68	16	the	the	DET
ajbmeb-1706	68	17	mean	mean	ADJ
ajbmeb-1706	68	18	square	square	NOUN
ajbmeb-1706	68	19	error	error	NOUN
ajbmeb-1706	68	20	,	,	PUNCT
ajbmeb-1706	68	21	the	the	DET
ajbmeb-1706	68	22	relative	relative	ADJ
ajbmeb-1706	68	23	error	error	NOUN
ajbmeb-1706	68	24	,	,	PUNCT
ajbmeb-1706	68	25	and	and	CCONJ
ajbmeb-1706	68	26	the	the	DET
ajbmeb-1706	68	27	correlation	correlation	NOUN
ajbmeb-1706	68	28	coefficient	coefficient	NOUN
ajbmeb-1706	68	29	to	to	PART
ajbmeb-1706	68	30	measure	measure	VERB
ajbmeb-1706	68	31	the	the	DET
ajbmeb-1706	68	32	relationship	relationship	NOUN
ajbmeb-1706	68	33	between	between	ADP
ajbmeb-1706	68	34	the	the	DET
ajbmeb-1706	68	35	real	real	ADJ
ajbmeb-1706	68	36	values	value	NOUN
ajbmeb-1706	68	37	and	and	CCONJ
ajbmeb-1706	68	38	the	the	DET
ajbmeb-1706	68	39	predicted	predict	VERB
ajbmeb-1706	68	40	values	value	NOUN
ajbmeb-1706	68	41	.	.	PUNCT
ajbmeb-1706	69	1	as	as	SCONJ
ajbmeb-1706	69	2	shown	show	VERB
ajbmeb-1706	69	3	in	in	ADP
ajbmeb-1706	69	4	table	table	NOUN
ajbmeb-1706	69	5	(	(	PUNCT
ajbmeb-1706	69	6	4	4	NUM
ajbmeb-1706	69	7	)	)	PUNCT
ajbmeb-1706	69	8	below	below	ADV
ajbmeb-1706	69	9	:	:	PUNCT
ajbmeb-1706	69	10	the	the	DET
ajbmeb-1706	69	11	source	source	NOUN
ajbmeb-1706	69	12	was	be	AUX
ajbmeb-1706	69	13	prepared	prepare	VERB
ajbmeb-1706	69	14	by	by	ADP
ajbmeb-1706	69	15	the	the	DET
ajbmeb-1706	69	16	researcher	researcher	NOUN
ajbmeb-1706	69	17	using	use	VERB
ajbmeb-1706	69	18	the	the	DET
ajbmeb-1706	69	19	spss	spss	PROPN
ajbmeb-1706	69	20	program	program	NOUN
ajbmeb-1706	69	21	the	the	DET
ajbmeb-1706	69	22	relative	relative	ADJ
ajbmeb-1706	69	23	error	error	NOUN
ajbmeb-1706	69	24	is	be	AUX
ajbmeb-1706	69	25	used	use	VERB
ajbmeb-1706	69	26	to	to	PART
ajbmeb-1706	69	27	calculate	calculate	VERB
ajbmeb-1706	69	28	significant	significant	ADJ
ajbmeb-1706	69	29	digits	digit	NOUN
ajbmeb-1706	69	30	,	,	PUNCT
ajbmeb-1706	69	31	as	as	ADP
ajbmeb-1706	69	32	the	the	DET
ajbmeb-1706	69	33	smaller	small	ADJ
ajbmeb-1706	69	34	the	the	DET
ajbmeb-1706	69	35	resulting	result	VERB
ajbmeb-1706	69	36	error	error	NOUN
ajbmeb-1706	69	37	value	value	NOUN
ajbmeb-1706	69	38	,	,	PUNCT
ajbmeb-1706	69	39	the	the	DET
ajbmeb-1706	69	40	better	well	ADJ
ajbmeb-1706	69	41	.	.	PUNCT
ajbmeb-1706	70	1	discuss	discuss	VERB
ajbmeb-1706	70	2	the	the	DET
ajbmeb-1706	70	3	results	result	NOUN
ajbmeb-1706	70	4	following	follow	VERB
ajbmeb-1706	70	5	the	the	DET
ajbmeb-1706	70	6	network	network	NOUN
ajbmeb-1706	70	7	model	model	NOUN
ajbmeb-1706	70	8	's	's	PART
ajbmeb-1706	70	9	implementation	implementation	NOUN
ajbmeb-1706	70	10	,	,	PUNCT
ajbmeb-1706	70	11	the	the	DET
ajbmeb-1706	70	12	analysis	analysis	NOUN
ajbmeb-1706	70	13	revealed	reveal	VERB
ajbmeb-1706	70	14	that	that	SCONJ
ajbmeb-1706	70	15	the	the	DET
ajbmeb-1706	70	16	network	network	NOUN
ajbmeb-1706	70	17	rejected	reject	VERB
ajbmeb-1706	70	18	(	(	PUNCT
ajbmeb-1706	70	19	87	87	NUM
ajbmeb-1706	70	20	)	)	PUNCT
ajbmeb-1706	70	21	views	view	NOUN
ajbmeb-1706	70	22	that	that	SCONJ
ajbmeb-1706	70	23	it	it	PRON
ajbmeb-1706	70	24	deemed	deem	VERB
ajbmeb-1706	70	25	invalid	invalid	ADJ
ajbmeb-1706	70	26	.	.	PUNCT
ajbmeb-1706	71	1	of	of	ADP
ajbmeb-1706	71	2	the	the	DET
ajbmeb-1706	71	3	214	214	NUM
ajbmeb-1706	71	4	views	view	NOUN
ajbmeb-1706	71	5	that	that	PRON
ajbmeb-1706	71	6	remained	remain	VERB
ajbmeb-1706	71	7	,	,	PUNCT
ajbmeb-1706	71	8	96	96	NUM
ajbmeb-1706	71	9	%	%	NOUN
ajbmeb-1706	71	10	of	of	ADP
ajbmeb-1706	71	11	the	the	DET
ajbmeb-1706	71	12	sample	sample	NOUN
ajbmeb-1706	71	13	was	be	AUX
ajbmeb-1706	71	14	utilized	utilize	VERB
ajbmeb-1706	71	15	to	to	PART
ajbmeb-1706	71	16	train	train	VERB
ajbmeb-1706	71	17	the	the	DET
ajbmeb-1706	71	18	model	model	NOUN
ajbmeb-1706	71	19	,	,	PUNCT
ajbmeb-1706	71	20	and	and	CCONJ
ajbmeb-1706	71	21	4	4	NUM
ajbmeb-1706	71	22	%	%	NOUN
ajbmeb-1706	71	23	of	of	ADP
ajbmeb-1706	71	24	the	the	DET
ajbmeb-1706	71	25	sample	sample	NOUN
ajbmeb-1706	71	26	was	be	AUX
ajbmeb-1706	71	27	used	use	VERB
ajbmeb-1706	71	28	for	for	ADP
ajbmeb-1706	71	29	testing	testing	NOUN
ajbmeb-1706	71	30	.	.	PUNCT
ajbmeb-1706	72	1	the	the	DET
ajbmeb-1706	72	2	prototype	prototype	NOUN
ajbmeb-1706	72	3	.	.	PUNCT
ajbmeb-1706	73	1	in	in	ADP
ajbmeb-1706	73	2	the	the	DET
ajbmeb-1706	73	3	verification	verification	NOUN
ajbmeb-1706	73	4	stage	stage	NOUN
ajbmeb-1706	73	5	,	,	PUNCT
ajbmeb-1706	73	6	as	as	SCONJ
ajbmeb-1706	73	7	indicated	indicate	VERB
ajbmeb-1706	73	8	in	in	ADP
ajbmeb-1706	73	9	table	table	NOUN
ajbmeb-1706	73	10	(	(	PUNCT
ajbmeb-1706	73	11	4	4	NUM
ajbmeb-1706	73	12	)	)	PUNCT
ajbmeb-1706	73	13	above	above	ADV
ajbmeb-1706	73	14	,	,	PUNCT
ajbmeb-1706	73	15	the	the	DET
ajbmeb-1706	73	16	model	model	NOUN
ajbmeb-1706	73	17	's	's	PART
ajbmeb-1706	73	18	performance	performance	NOUN
ajbmeb-1706	73	19	was	be	AUX
ajbmeb-1706	73	20	estimated	estimate	VERB
ajbmeb-1706	73	21	using	use	VERB
ajbmeb-1706	73	22	the	the	DET
ajbmeb-1706	73	23	complete	complete	ADJ
ajbmeb-1706	73	24	sample	sample	NOUN
ajbmeb-1706	73	25	.	.	PUNCT
ajbmeb-1706	74	1	the	the	DET
ajbmeb-1706	74	2	american	american	PROPN
ajbmeb-1706	74	3	journal	journal	PROPN
ajbmeb-1706	74	4	of	of	ADP
ajbmeb-1706	74	5	business	business	NOUN
ajbmeb-1706	74	6	management	management	NOUN
ajbmeb-1706	74	7	,	,	PUNCT
ajbmeb-1706	74	8	economics	economic	NOUN
ajbmeb-1706	74	9	and	and	CCONJ
ajbmeb-1706	74	10	banking	banking	NOUN
ajbmeb-1706	74	11	volume	volume	NOUN
ajbmeb-1706	74	12	20	20	NUM
ajbmeb-1706	74	13	january	january	PROPN
ajbmeb-1706	74	14	,	,	PUNCT
ajbmeb-1706	74	15	2024	2024	NUM
ajbmeb-1706	74	16	p	p	NOUN
ajbmeb-1706	74	17	a	a	DET
ajbmeb-1706	74	18	g	g	NOUN
ajbmeb-1706	74	19	e	e	NOUN
ajbmeb-1706	74	20	|	|	ADV
ajbmeb-1706	74	21	7	7	NUM
ajbmeb-1706	74	22	www.americanjournal.org	www.americanjournal.org	NOUN
ajbmeb-1706	74	23	rate	rate	NOUN
ajbmeb-1706	74	24	of	of	ADP
ajbmeb-1706	74	25	fit	fit	ADJ
ajbmeb-1706	74	26	,	,	PUNCT
ajbmeb-1706	74	27	or	or	CCONJ
ajbmeb-1706	74	28	correspondence	correspondence	NOUN
ajbmeb-1706	74	29	between	between	ADP
ajbmeb-1706	74	30	the	the	DET
ajbmeb-1706	74	31	actual	actual	ADJ
ajbmeb-1706	74	32	and	and	CCONJ
ajbmeb-1706	74	33	predicted	predict	VERB
ajbmeb-1706	74	34	values	value	NOUN
ajbmeb-1706	74	35	,	,	PUNCT
ajbmeb-1706	74	36	is	be	AUX
ajbmeb-1706	74	37	an	an	DET
ajbmeb-1706	74	38	indicator	indicator	NOUN
ajbmeb-1706	74	39	that	that	PRON
ajbmeb-1706	74	40	quantifies	quantify	VERB
ajbmeb-1706	74	41	how	how	SCONJ
ajbmeb-1706	74	42	much	much	ADV
ajbmeb-1706	74	43	the	the	DET
ajbmeb-1706	74	44	anticipated	anticipated	ADJ
ajbmeb-1706	74	45	values	value	NOUN
ajbmeb-1706	74	46	tend	tend	VERB
ajbmeb-1706	74	47	to	to	PART
ajbmeb-1706	74	48	have	have	VERB
ajbmeb-1706	74	49	the	the	DET
ajbmeb-1706	74	50	same	same	ADJ
ajbmeb-1706	74	51	values	value	NOUN
ajbmeb-1706	74	52	,	,	PUNCT
ajbmeb-1706	74	53	therefore	therefore	ADV
ajbmeb-1706	74	54	the	the	DET
ajbmeb-1706	74	55	researcher	researcher	NOUN
ajbmeb-1706	74	56	used	use	VERB
ajbmeb-1706	74	57	it	it	PRON
ajbmeb-1706	74	58	to	to	PART
ajbmeb-1706	74	59	assess	assess	VERB
ajbmeb-1706	74	60	how	how	SCONJ
ajbmeb-1706	74	61	well	well	ADV
ajbmeb-1706	74	62	the	the	DET
ajbmeb-1706	74	63	rbf	rbf	PROPN
ajbmeb-1706	74	64	model	model	NOUN
ajbmeb-1706	74	65	could	could	AUX
ajbmeb-1706	74	66	predict	predict	VERB
ajbmeb-1706	74	67	the	the	DET
ajbmeb-1706	74	68	values	value	NOUN
ajbmeb-1706	74	69	of	of	ADP
ajbmeb-1706	74	70	the	the	DET
ajbmeb-1706	74	71	financial	financial	ADJ
ajbmeb-1706	74	72	market	market	NOUN
ajbmeb-1706	74	73	index	index	NOUN
ajbmeb-1706	74	74	.	.	PUNCT
ajbmeb-1706	75	1	the	the	DET
ajbmeb-1706	75	2	disparity	disparity	NOUN
ajbmeb-1706	75	3	between	between	ADP
ajbmeb-1706	75	4	the	the	DET
ajbmeb-1706	75	5	numbers	number	NOUN
ajbmeb-1706	75	6	and	and	CCONJ
ajbmeb-1706	75	7	the	the	DET
ajbmeb-1706	75	8	genuine	genuine	ADJ
ajbmeb-1706	75	9	values	value	NOUN
ajbmeb-1706	75	10	is	be	AUX
ajbmeb-1706	75	11	depicted	depict	VERB
ajbmeb-1706	75	12	in	in	ADP
ajbmeb-1706	75	13	figure	figure	NOUN
ajbmeb-1706	75	14	(	(	PUNCT
ajbmeb-1706	75	15	5	5	NUM
ajbmeb-1706	75	16	)	)	PUNCT
ajbmeb-1706	75	17	.	.	PUNCT
ajbmeb-1706	76	1	anticipated	anticipate	VERB
ajbmeb-1706	76	2	.	.	PUNCT
ajbmeb-1706	77	1	the	the	DET
ajbmeb-1706	77	2	computed	compute	VERB
ajbmeb-1706	77	3	match	match	NOUN
ajbmeb-1706	77	4	rate	rate	NOUN
ajbmeb-1706	77	5	attained	attain	VERB
ajbmeb-1706	77	6	75	75	NUM
ajbmeb-1706	77	7	percent	percent	NOUN
ajbmeb-1706	77	8	,	,	PUNCT
ajbmeb-1706	77	9	a	a	DET
ajbmeb-1706	77	10	high	high	ADJ
ajbmeb-1706	77	11	figure	figure	NOUN
ajbmeb-1706	77	12	that	that	PRON
ajbmeb-1706	77	13	suggests	suggest	VERB
ajbmeb-1706	77	14	the	the	DET
ajbmeb-1706	77	15	model	model	NOUN
ajbmeb-1706	77	16	's	's	PART
ajbmeb-1706	77	17	accuracy	accuracy	NOUN
ajbmeb-1706	77	18	.	.	PUNCT
ajbmeb-1706	78	1	in	in	ADP
ajbmeb-1706	78	2	order	order	NOUN
ajbmeb-1706	78	3	to	to	PART
ajbmeb-1706	78	4	verify	verify	VERB
ajbmeb-1706	78	5	the	the	DET
ajbmeb-1706	78	6	accuracy	accuracy	NOUN
ajbmeb-1706	78	7	of	of	ADP
ajbmeb-1706	78	8	the	the	DET
ajbmeb-1706	78	9	model	model	NOUN
ajbmeb-1706	78	10	used	use	VERB
ajbmeb-1706	78	11	to	to	PART
ajbmeb-1706	78	12	analyze	analyze	VERB
ajbmeb-1706	78	13	the	the	DET
ajbmeb-1706	78	14	market	market	NOUN
ajbmeb-1706	78	15	data	datum	NOUN
ajbmeb-1706	78	16	under	under	ADP
ajbmeb-1706	78	17	study	study	NOUN
ajbmeb-1706	78	18	,	,	PUNCT
ajbmeb-1706	78	19	the	the	DET
ajbmeb-1706	78	20	pearson	pearson	PROPN
ajbmeb-1706	78	21	correlation	correlation	NOUN
ajbmeb-1706	78	22	coefficient	coefficient	NOUN
ajbmeb-1706	78	23	between	between	ADP
ajbmeb-1706	78	24	the	the	DET
ajbmeb-1706	78	25	actual	actual	ADJ
ajbmeb-1706	78	26	data	datum	NOUN
ajbmeb-1706	78	27	series	series	NOUN
ajbmeb-1706	78	28	and	and	CCONJ
ajbmeb-1706	78	29	the	the	DET
ajbmeb-1706	78	30	predicted	predict	VERB
ajbmeb-1706	78	31	series	series	NOUN
ajbmeb-1706	78	32	was	be	AUX
ajbmeb-1706	78	33	also	also	ADV
ajbmeb-1706	78	34	calculated	calculate	VERB
ajbmeb-1706	78	35	.	.	PUNCT
ajbmeb-1706	79	1	a	a	DET
ajbmeb-1706	79	2	correlation	correlation	NOUN
ajbmeb-1706	79	3	value	value	NOUN
ajbmeb-1706	79	4	of	of	ADP
ajbmeb-1706	79	5	99	99	NUM
ajbmeb-1706	79	6	%	%	NOUN
ajbmeb-1706	79	7	was	be	AUX
ajbmeb-1706	79	8	reached	reach	VERB
ajbmeb-1706	79	9	,	,	PUNCT
ajbmeb-1706	79	10	indicating	indicate	VERB
ajbmeb-1706	79	11	the	the	DET
ajbmeb-1706	79	12	presence	presence	NOUN
ajbmeb-1706	79	13	of	of	ADP
ajbmeb-1706	79	14	a	a	DET
ajbmeb-1706	79	15	strong	strong	ADJ
ajbmeb-1706	79	16	relationship	relationship	NOUN
ajbmeb-1706	79	17	between	between	ADP
ajbmeb-1706	79	18	the	the	DET
ajbmeb-1706	79	19	predicted	predict	VERB
ajbmeb-1706	79	20	time	time	NOUN
ajbmeb-1706	79	21	series	series	NOUN
ajbmeb-1706	79	22	and	and	CCONJ
ajbmeb-1706	79	23	the	the	DET
ajbmeb-1706	79	24	actual	actual	ADJ
ajbmeb-1706	79	25	value	value	NOUN
ajbmeb-1706	79	26	series	series	NOUN
ajbmeb-1706	79	27	.	.	PUNCT
ajbmeb-1706	80	1	adopting	adopt	VERB
ajbmeb-1706	80	2	functional	functional	ADJ
ajbmeb-1706	80	3	artificial	artificial	ADJ
ajbmeb-1706	80	4	neural	neural	ADJ
ajbmeb-1706	80	5	network	network	NOUN
ajbmeb-1706	80	6	techniques	technique	NOUN
ajbmeb-1706	80	7	with	with	ADP
ajbmeb-1706	80	8	a	a	DET
ajbmeb-1706	80	9	radial	radial	ADJ
ajbmeb-1706	80	10	basis	basis	NOUN
ajbmeb-1706	80	11	function	function	NOUN
ajbmeb-1706	80	12	is	be	AUX
ajbmeb-1706	80	13	one	one	NUM
ajbmeb-1706	80	14	of	of	ADP
ajbmeb-1706	80	15	the	the	DET
ajbmeb-1706	80	16	best	good	ADJ
ajbmeb-1706	80	17	data	datum	NOUN
ajbmeb-1706	80	18	mining	mining	NOUN
ajbmeb-1706	80	19	algorithms	algorithm	NOUN
ajbmeb-1706	80	20	to	to	PART
ajbmeb-1706	80	21	anticipate	anticipate	VERB
ajbmeb-1706	80	22	and	and	CCONJ
ajbmeb-1706	80	23	evaluate	evaluate	VERB
ajbmeb-1706	80	24	the	the	DET
ajbmeb-1706	80	25	data	datum	NOUN
ajbmeb-1706	80	26	of	of	ADP
ajbmeb-1706	80	27	the	the	DET
ajbmeb-1706	80	28	study	study	NOUN
ajbmeb-1706	80	29	,	,	PUNCT
ajbmeb-1706	80	30	which	which	PRON
ajbmeb-1706	80	31	is	be	AUX
ajbmeb-1706	80	32	supported	support	VERB
ajbmeb-1706	80	33	by	by	ADP
ajbmeb-1706	80	34	the	the	DET
ajbmeb-1706	80	35	previously	previously	ADV
ajbmeb-1706	80	36	supplied	supply	VERB
ajbmeb-1706	80	37	information	information	NOUN
ajbmeb-1706	80	38	.	.	PUNCT
ajbmeb-1706	81	1	artificial	artificial	ADJ
ajbmeb-1706	81	2	neural	neural	ADJ
ajbmeb-1706	81	3	networks	network	NOUN
ajbmeb-1706	81	4	have	have	VERB
ajbmeb-1706	81	5	the	the	DET
ajbmeb-1706	81	6	attractive	attractive	ADJ
ajbmeb-1706	81	7	ability	ability	NOUN
ajbmeb-1706	81	8	to	to	PART
ajbmeb-1706	81	9	reduce	reduce	VERB
ajbmeb-1706	81	10	the	the	DET
ajbmeb-1706	81	11	error	error	NOUN
ajbmeb-1706	81	12	bias	bias	NOUN
ajbmeb-1706	81	13	factor	factor	NOUN
ajbmeb-1706	81	14	in	in	ADP
ajbmeb-1706	81	15	visual	visual	ADJ
ajbmeb-1706	81	16	time	time	NOUN
ajbmeb-1706	81	17	series	series	PROPN
ajbmeb-1706	81	18	.	.	PUNCT
ajbmeb-1706	82	1	analyzes	analyze	NOUN
ajbmeb-1706	82	2	of	of	ADP
ajbmeb-1706	82	3	the	the	DET
ajbmeb-1706	82	4	first	first	ADJ
ajbmeb-1706	82	5	neuron	neuron	PROPN
ajbmeb-1706	82	6	network	network	NOUN
ajbmeb-1706	82	7	showed	show	VERB
ajbmeb-1706	82	8	that	that	SCONJ
ajbmeb-1706	82	9	the	the	DET
ajbmeb-1706	82	10	error	error	NOUN
ajbmeb-1706	82	11	coefficient	coefficient	NOUN
ajbmeb-1706	82	12	decreased	decrease	VERB
ajbmeb-1706	82	13	to	to	ADP
ajbmeb-1706	82	14	the	the	DET
ajbmeb-1706	82	15	level	level	NOUN
ajbmeb-1706	82	16	of	of	ADP
ajbmeb-1706	82	17	(	(	PUNCT
ajbmeb-1706	82	18	0.01	0.01	NUM
ajbmeb-1706	82	19	)	)	PUNCT
ajbmeb-1706	82	20	,	,	PUNCT
ajbmeb-1706	82	21	meaning	mean	VERB
ajbmeb-1706	82	22	that	that	SCONJ
ajbmeb-1706	82	23	the	the	DET
ajbmeb-1706	82	24	accuracy	accuracy	NOUN
ajbmeb-1706	82	25	of	of	ADP
ajbmeb-1706	82	26	the	the	DET
ajbmeb-1706	82	27	predictions	prediction	NOUN
ajbmeb-1706	82	28	reached	reach	VERB
ajbmeb-1706	82	29	approximately	approximately	ADV
ajbmeb-1706	82	30	(	(	PUNCT
ajbmeb-1706	82	31	99	99	NUM
ajbmeb-1706	82	32	%	%	NOUN
ajbmeb-1706	82	33	)	)	PUNCT
ajbmeb-1706	82	34	.	.	PUNCT
ajbmeb-1706	83	1	the	the	DET
ajbmeb-1706	83	2	independent	independent	ADJ
ajbmeb-1706	83	3	variables	variable	NOUN
ajbmeb-1706	83	4	were	be	AUX
ajbmeb-1706	83	5	also	also	ADV
ajbmeb-1706	83	6	analyzed	analyze	VERB
ajbmeb-1706	83	7	by	by	ADP
ajbmeb-1706	83	8	measuring	measure	VERB
ajbmeb-1706	83	9	their	their	PRON
ajbmeb-1706	83	10	importance	importance	NOUN
ajbmeb-1706	83	11	,	,	PUNCT
ajbmeb-1706	83	12	as	as	SCONJ
ajbmeb-1706	83	13	shown	show	VERB
ajbmeb-1706	83	14	in	in	ADP
ajbmeb-1706	83	15	table	table	NOUN
ajbmeb-1706	83	16	(	(	PUNCT
ajbmeb-1706	83	17	5	5	NUM
ajbmeb-1706	83	18	)	)	PUNCT
ajbmeb-1706	83	19	below	below	ADV
ajbmeb-1706	83	20	.	.	PUNCT
ajbmeb-1706	84	1	the	the	DET
ajbmeb-1706	84	2	degree	degree	NOUN
ajbmeb-1706	84	3	to	to	PART
ajbmeb-1706	84	4	which	which	PRON
ajbmeb-1706	84	5	the	the	DET
ajbmeb-1706	84	6	predicted	predict	VERB
ajbmeb-1706	84	7	value	value	NOUN
ajbmeb-1706	84	8	of	of	ADP
ajbmeb-1706	84	9	the	the	DET
ajbmeb-1706	84	10	network	network	NOUN
ajbmeb-1706	84	11	model	model	NOUN
ajbmeb-1706	84	12	varies	vary	VERB
ajbmeb-1706	84	13	for	for	ADP
ajbmeb-1706	84	14	various	various	ADJ
ajbmeb-1706	84	15	values	value	NOUN
ajbmeb-1706	84	16	of	of	ADP
ajbmeb-1706	84	17	the	the	DET
ajbmeb-1706	84	18	independent	independent	ADJ
ajbmeb-1706	84	19	variable	variable	NOUN
ajbmeb-1706	84	20	is	be	AUX
ajbmeb-1706	84	21	a	a	DET
ajbmeb-1706	84	22	measure	measure	NOUN
ajbmeb-1706	84	23	of	of	ADP
ajbmeb-1706	84	24	the	the	DET
ajbmeb-1706	84	25	independent	independent	ADJ
ajbmeb-1706	84	26	variable	variable	NOUN
ajbmeb-1706	84	27	's	's	PART
ajbmeb-1706	84	28	relevance	relevance	NOUN
ajbmeb-1706	84	29	.	.	PUNCT
ajbmeb-1706	85	1	normalized	normalize	VERB
ajbmeb-1706	85	2	significance	significance	NOUN
ajbmeb-1706	85	3	,	,	PUNCT
ajbmeb-1706	85	4	which	which	PRON
ajbmeb-1706	85	5	is	be	AUX
ajbmeb-1706	85	6	expressed	express	VERB
ajbmeb-1706	85	7	as	as	ADP
ajbmeb-1706	85	8	percentages	percentage	NOUN
ajbmeb-1706	85	9	,	,	PUNCT
ajbmeb-1706	85	10	is	be	AUX
ajbmeb-1706	85	11	just	just	ADV
ajbmeb-1706	85	12	the	the	DET
ajbmeb-1706	85	13	important	important	ADJ
ajbmeb-1706	85	14	values	value	NOUN
ajbmeb-1706	85	15	divided	divide	VERB
ajbmeb-1706	85	16	by	by	ADP
ajbmeb-1706	85	17	the	the	DET
ajbmeb-1706	85	18	largest	large	ADJ
ajbmeb-1706	85	19	importance	importance	NOUN
ajbmeb-1706	85	20	values	value	NOUN
ajbmeb-1706	85	21	.	.	PUNCT
ajbmeb-1706	86	1	the	the	DET
ajbmeb-1706	86	2	significance	significance	NOUN
ajbmeb-1706	86	3	of	of	ADP
ajbmeb-1706	86	4	independent	independent	ADJ
ajbmeb-1706	86	5	factors	factor	NOUN
ajbmeb-1706	86	6	is	be	AUX
ajbmeb-1706	86	7	seen	see	VERB
ajbmeb-1706	86	8	in	in	ADP
ajbmeb-1706	86	9	figure	figure	NOUN
ajbmeb-1706	86	10	3	3	NUM
ajbmeb-1706	86	11	.	.	PUNCT
ajbmeb-1706	86	12	table	table	NOUN
ajbmeb-1706	86	13	(	(	PUNCT
ajbmeb-1706	86	14	5	5	NUM
ajbmeb-1706	86	15	)	)	PUNCT
ajbmeb-1706	86	16	the	the	DET
ajbmeb-1706	86	17	importance	importance	NOUN
ajbmeb-1706	86	18	of	of	ADP
ajbmeb-1706	86	19	independent	independent	ADJ
ajbmeb-1706	86	20	variables	variable	NOUN
ajbmeb-1706	86	21	importance	importance	NOUN
ajbmeb-1706	86	22	normalized	normalize	VERB
ajbmeb-1706	86	23	importance	importance	NOUN
ajbmeb-1706	86	24	smean(previousclosure	smean(previousclosure	NOUN
ajbmeb-1706	86	25	)	)	PUNCT
ajbmeb-1706	86	26	.480	.480	NUM
ajbmeb-1706	86	27	92.2	92.2	NUM
ajbmeb-1706	86	28	%	%	NOUN
ajbmeb-1706	86	29	smean(percentageofchange	smean(percentageofchange	PROPN
ajbmeb-1706	86	30	)	)	PUNCT
ajbmeb-1706	86	31	.520	.520	NUM
ajbmeb-1706	87	1	100.0	100.0	NUM
ajbmeb-1706	87	2	%	%	NOUN
ajbmeb-1706	87	3	the	the	DET
ajbmeb-1706	87	4	source	source	NOUN
ajbmeb-1706	87	5	was	be	AUX
ajbmeb-1706	87	6	prepared	prepare	VERB
ajbmeb-1706	87	7	by	by	ADP
ajbmeb-1706	87	8	the	the	DET
ajbmeb-1706	87	9	researcher	researcher	NOUN
ajbmeb-1706	87	10	using	use	VERB
ajbmeb-1706	87	11	the	the	DET
ajbmeb-1706	87	12	spss	spss	PROPN
ajbmeb-1706	87	13	program	program	NOUN
ajbmeb-1706	87	14	figure	figure	NOUN
ajbmeb-1706	87	15	(	(	PUNCT
ajbmeb-1706	87	16	3	3	NUM
ajbmeb-1706	87	17	)	)	PUNCT
ajbmeb-1706	87	18	the	the	DET
ajbmeb-1706	87	19	importance	importance	NOUN
ajbmeb-1706	87	20	of	of	ADP
ajbmeb-1706	87	21	independent	independent	ADJ
ajbmeb-1706	87	22	variables	variable	NOUN
ajbmeb-1706	87	23	american	american	PROPN
ajbmeb-1706	87	24	journal	journal	PROPN
ajbmeb-1706	87	25	of	of	ADP
ajbmeb-1706	87	26	business	business	NOUN
ajbmeb-1706	87	27	management	management	NOUN
ajbmeb-1706	87	28	,	,	PUNCT
ajbmeb-1706	87	29	economics	economic	NOUN
ajbmeb-1706	87	30	and	and	CCONJ
ajbmeb-1706	87	31	banking	banking	NOUN
ajbmeb-1706	87	32	volume	volume	NOUN
ajbmeb-1706	87	33	20	20	NUM
ajbmeb-1706	87	34	january	january	PROPN
ajbmeb-1706	87	35	,	,	PUNCT
ajbmeb-1706	87	36	2024	2024	NUM
ajbmeb-1706	87	37	p	p	NOUN
ajbmeb-1706	87	38	a	a	DET
ajbmeb-1706	87	39	g	g	NOUN
ajbmeb-1706	87	40	e	e	NOUN
ajbmeb-1706	87	41	|	|	ADV
ajbmeb-1706	87	42	8	8	NUM
ajbmeb-1706	87	43	www.americanjournal.org	www.americanjournal.org	NOUN
ajbmeb-1706	87	44	it	it	PRON
ajbmeb-1706	87	45	is	be	AUX
ajbmeb-1706	87	46	clear	clear	ADJ
ajbmeb-1706	87	47	from	from	ADP
ajbmeb-1706	87	48	figure	figure	NOUN
ajbmeb-1706	87	49	(	(	PUNCT
ajbmeb-1706	87	50	4	4	NUM
ajbmeb-1706	87	51	)	)	PUNCT
ajbmeb-1706	87	52	the	the	DET
ajbmeb-1706	87	53	extent	extent	NOUN
ajbmeb-1706	87	54	of	of	ADP
ajbmeb-1706	87	55	convergence	convergence	NOUN
ajbmeb-1706	87	56	between	between	ADP
ajbmeb-1706	87	57	the	the	DET
ajbmeb-1706	87	58	estimated	estimate	VERB
ajbmeb-1706	87	59	values	value	NOUN
ajbmeb-1706	87	60	of	of	ADP
ajbmeb-1706	87	61	the	the	DET
ajbmeb-1706	87	62	previous	previous	ADJ
ajbmeb-1706	87	63	closing	closing	NOUN
ajbmeb-1706	87	64	price	price	NOUN
ajbmeb-1706	87	65	and	and	CCONJ
ajbmeb-1706	87	66	the	the	DET
ajbmeb-1706	87	67	actual	actual	ADJ
ajbmeb-1706	87	68	values	value	NOUN
ajbmeb-1706	87	69	,	,	PUNCT
ajbmeb-1706	87	70	which	which	PRON
ajbmeb-1706	87	71	explains	explain	VERB
ajbmeb-1706	87	72	the	the	DET
ajbmeb-1706	87	73	strength	strength	NOUN
ajbmeb-1706	87	74	of	of	ADP
ajbmeb-1706	87	75	the	the	DET
ajbmeb-1706	87	76	degree	degree	NOUN
ajbmeb-1706	87	77	of	of	ADP
ajbmeb-1706	87	78	correlation	correlation	NOUN
ajbmeb-1706	87	79	in	in	ADP
ajbmeb-1706	87	80	the	the	DET
ajbmeb-1706	87	81	testing	testing	NOUN
ajbmeb-1706	87	82	phase	phase	NOUN
ajbmeb-1706	87	83	.	.	PUNCT
ajbmeb-1706	88	1	this	this	PRON
ajbmeb-1706	88	2	confirms	confirm	VERB
ajbmeb-1706	88	3	the	the	DET
ajbmeb-1706	88	4	accuracy	accuracy	NOUN
ajbmeb-1706	88	5	of	of	ADP
ajbmeb-1706	88	6	the	the	DET
ajbmeb-1706	88	7	model	model	NOUN
ajbmeb-1706	88	8	used	use	VERB
ajbmeb-1706	88	9	in	in	ADP
ajbmeb-1706	88	10	the	the	DET
ajbmeb-1706	88	11	testing	testing	NOUN
ajbmeb-1706	88	12	and	and	CCONJ
ajbmeb-1706	88	13	the	the	DET
ajbmeb-1706	88	14	possibility	possibility	NOUN
ajbmeb-1706	88	15	of	of	ADP
ajbmeb-1706	88	16	using	use	VERB
ajbmeb-1706	88	17	it	it	PRON
ajbmeb-1706	88	18	to	to	PART
ajbmeb-1706	88	19	predict	predict	VERB
ajbmeb-1706	88	20	future	future	ADJ
ajbmeb-1706	88	21	price	price	NOUN
ajbmeb-1706	88	22	values	value	NOUN
ajbmeb-1706	88	23	and	and	CCONJ
ajbmeb-1706	88	24	also	also	ADV
ajbmeb-1706	88	25	supports	support	VERB
ajbmeb-1706	88	26	the	the	DET
ajbmeb-1706	88	27	validity	validity	NOUN
ajbmeb-1706	88	28	of	of	ADP
ajbmeb-1706	88	29	the	the	DET
ajbmeb-1706	88	30	research	research	NOUN
ajbmeb-1706	88	31	hypothesis	hypothesis	NOUN
ajbmeb-1706	88	32	in	in	ADP
ajbmeb-1706	88	33	that	that	PRON
ajbmeb-1706	88	34	adopting	adopt	VERB
ajbmeb-1706	88	35	neural	neural	ADJ
ajbmeb-1706	88	36	network	network	NOUN
ajbmeb-1706	88	37	algorithms	algorithms	NOUN
ajbmeb-1706	88	38	functional	functional	ADJ
ajbmeb-1706	88	39	synthetic	synthetic	NOUN
ajbmeb-1706	88	40	with	with	ADP
ajbmeb-1706	88	41	radial	radial	ADJ
ajbmeb-1706	88	42	basis	basis	NOUN
ajbmeb-1706	88	43	function	function	NOUN
ajbmeb-1706	88	44	is	be	AUX
ajbmeb-1706	88	45	one	one	NUM
ajbmeb-1706	88	46	of	of	ADP
ajbmeb-1706	88	47	the	the	DET
ajbmeb-1706	88	48	best	good	ADJ
ajbmeb-1706	88	49	data	datum	NOUN
ajbmeb-1706	88	50	mining	mining	NOUN
ajbmeb-1706	88	51	algorithms	algorithm	NOUN
ajbmeb-1706	88	52	for	for	ADP
ajbmeb-1706	88	53	predicting	predict	VERB
ajbmeb-1706	88	54	and	and	CCONJ
ajbmeb-1706	88	55	analyzing	analyze	VERB
ajbmeb-1706	88	56	data	datum	NOUN
ajbmeb-1706	88	57	for	for	ADP
ajbmeb-1706	88	58	the	the	DET
ajbmeb-1706	88	59	general	general	ADJ
ajbmeb-1706	88	60	index	index	NOUN
ajbmeb-1706	88	61	of	of	ADP
ajbmeb-1706	88	62	the	the	DET
ajbmeb-1706	88	63	iraqi	iraqi	ADJ
ajbmeb-1706	88	64	financial	financial	ADJ
ajbmeb-1706	88	65	market	market	NOUN
ajbmeb-1706	88	66	.	.	PUNCT
ajbmeb-1706	89	1	conclusions	conclusion	NOUN
ajbmeb-1706	89	2	the	the	DET
ajbmeb-1706	89	3	rbf	rbf	PROPN
ajbmeb-1706	89	4	model	model	NOUN
ajbmeb-1706	89	5	can	can	AUX
ajbmeb-1706	89	6	be	be	AUX
ajbmeb-1706	89	7	used	use	VERB
ajbmeb-1706	89	8	to	to	PART
ajbmeb-1706	89	9	predict	predict	VERB
ajbmeb-1706	89	10	the	the	DET
ajbmeb-1706	89	11	values	value	NOUN
ajbmeb-1706	89	12	of	of	ADP
ajbmeb-1706	89	13	financial	financial	ADJ
ajbmeb-1706	89	14	indicators	indicator	NOUN
ajbmeb-1706	89	15	with	with	ADP
ajbmeb-1706	89	16	high	high	ADJ
ajbmeb-1706	89	17	accuracy	accuracy	NOUN
ajbmeb-1706	89	18	.	.	PUNCT
ajbmeb-1706	90	1	the	the	DET
ajbmeb-1706	90	2	results	result	NOUN
ajbmeb-1706	90	3	of	of	ADP
ajbmeb-1706	90	4	predicting	predict	VERB
ajbmeb-1706	90	5	the	the	DET
ajbmeb-1706	90	6	value	value	NOUN
ajbmeb-1706	90	7	of	of	ADP
ajbmeb-1706	90	8	the	the	DET
ajbmeb-1706	90	9	market	market	NOUN
ajbmeb-1706	90	10	index	index	NOUN
ajbmeb-1706	90	11	and	and	CCONJ
ajbmeb-1706	90	12	its	its	PRON
ajbmeb-1706	90	13	direction	direction	NOUN
ajbmeb-1706	90	14	for	for	ADP
ajbmeb-1706	90	15	the	the	DET
ajbmeb-1706	90	16	next	next	ADJ
ajbmeb-1706	90	17	trading	trading	NOUN
ajbmeb-1706	90	18	day	day	NOUN
ajbmeb-1706	90	19	can	can	AUX
ajbmeb-1706	90	20	also	also	ADV
ajbmeb-1706	90	21	be	be	AUX
ajbmeb-1706	90	22	relied	rely	VERB
ajbmeb-1706	90	23	upon	upon	SCONJ
ajbmeb-1706	90	24	to	to	PART
ajbmeb-1706	90	25	make	make	VERB
ajbmeb-1706	90	26	important	important	ADJ
ajbmeb-1706	90	27	investment	investment	NOUN
ajbmeb-1706	90	28	decisions	decision	NOUN
ajbmeb-1706	90	29	and	and	CCONJ
ajbmeb-1706	90	30	achieve	achieve	VERB
ajbmeb-1706	90	31	profitable	profitable	ADJ
ajbmeb-1706	90	32	returns	return	NOUN
ajbmeb-1706	90	33	with	with	ADP
ajbmeb-1706	90	34	a	a	DET
ajbmeb-1706	90	35	high	high	ADJ
ajbmeb-1706	90	36	degree	degree	NOUN
ajbmeb-1706	90	37	of	of	ADP
ajbmeb-1706	90	38	confidence	confidence	NOUN
ajbmeb-1706	90	39	.	.	PUNCT
ajbmeb-1706	91	1	the	the	DET
ajbmeb-1706	91	2	accuracy	accuracy	NOUN
ajbmeb-1706	91	3	of	of	ADP
ajbmeb-1706	91	4	the	the	DET
ajbmeb-1706	91	5	model	model	NOUN
ajbmeb-1706	91	6	is	be	AUX
ajbmeb-1706	91	7	also	also	ADV
ajbmeb-1706	91	8	related	relate	VERB
ajbmeb-1706	91	9	to	to	ADP
ajbmeb-1706	91	10	the	the	DET
ajbmeb-1706	91	11	length	length	NOUN
ajbmeb-1706	91	12	of	of	ADP
ajbmeb-1706	91	13	the	the	DET
ajbmeb-1706	91	14	period	period	NOUN
ajbmeb-1706	91	15	of	of	ADP
ajbmeb-1706	91	16	the	the	DET
ajbmeb-1706	91	17	series	series	PROPN
ajbmeb-1706	91	18	american	american	PROPN
ajbmeb-1706	91	19	journal	journal	PROPN
ajbmeb-1706	91	20	of	of	ADP
ajbmeb-1706	91	21	business	business	NOUN
ajbmeb-1706	91	22	management	management	NOUN
ajbmeb-1706	91	23	,	,	PUNCT
ajbmeb-1706	91	24	economics	economic	NOUN
ajbmeb-1706	91	25	and	and	CCONJ
ajbmeb-1706	91	26	banking	banking	NOUN
ajbmeb-1706	91	27	volume	volume	NOUN
ajbmeb-1706	91	28	20	20	NUM
ajbmeb-1706	91	29	january	january	PROPN
ajbmeb-1706	91	30	,	,	PUNCT
ajbmeb-1706	91	31	2024	2024	NUM
ajbmeb-1706	91	32	p	p	NOUN
ajbmeb-1706	91	33	a	a	PRON
ajbmeb-1706	91	34	g	g	NOUN
ajbmeb-1706	91	35	e	e	NOUN
ajbmeb-1706	92	1	|	|	ADV
ajbmeb-1706	92	2	9	9	NUM
ajbmeb-1706	92	3	www.americanjournal.org	www.americanjournal.org	NOUN
ajbmeb-1706	92	4	studied	study	VERB
ajbmeb-1706	92	5	.	.	PUNCT
ajbmeb-1706	93	1	the	the	PRON
ajbmeb-1706	93	2	longer	long	ADV
ajbmeb-1706	93	3	the	the	DET
ajbmeb-1706	93	4	time	time	NOUN
ajbmeb-1706	93	5	series	series	PROPN
ajbmeb-1706	93	6	,	,	PUNCT
ajbmeb-1706	93	7	the	the	DET
ajbmeb-1706	93	8	more	more	ADV
ajbmeb-1706	93	9	accurate	accurate	ADJ
ajbmeb-1706	93	10	the	the	DET
ajbmeb-1706	93	11	model	model	NOUN
ajbmeb-1706	93	12	used	use	VERB
ajbmeb-1706	93	13	is	be	AUX
ajbmeb-1706	93	14	.	.	PUNCT
ajbmeb-1706	94	1	increasing	increase	VERB
ajbmeb-1706	94	2	the	the	DET
ajbmeb-1706	94	3	size	size	NOUN
ajbmeb-1706	94	4	of	of	ADP
ajbmeb-1706	94	5	the	the	DET
ajbmeb-1706	94	6	data	datum	NOUN
ajbmeb-1706	94	7	for	for	ADP
ajbmeb-1706	94	8	the	the	DET
ajbmeb-1706	94	9	study	study	NOUN
ajbmeb-1706	94	10	sample	sample	NOUN
ajbmeb-1706	94	11	leads	lead	VERB
ajbmeb-1706	94	12	to	to	ADP
ajbmeb-1706	94	13	improving	improve	VERB
ajbmeb-1706	94	14	the	the	DET
ajbmeb-1706	94	15	model	model	NOUN
ajbmeb-1706	94	16	’s	’s	PART
ajbmeb-1706	94	17	performance	performance	NOUN
ajbmeb-1706	94	18	.	.	PUNCT
ajbmeb-1706	95	1	recommendations	recommendation	NOUN
ajbmeb-1706	95	2	:	:	PUNCT
ajbmeb-1706	95	3	the	the	DET
ajbmeb-1706	95	4	researcher	researcher	NOUN
ajbmeb-1706	95	5	recommended	recommend	VERB
ajbmeb-1706	95	6	the	the	DET
ajbmeb-1706	95	7	necessity	necessity	NOUN
ajbmeb-1706	95	8	of	of	ADP
ajbmeb-1706	95	9	studying	study	VERB
ajbmeb-1706	95	10	other	other	ADJ
ajbmeb-1706	95	11	indicators	indicator	NOUN
ajbmeb-1706	95	12	within	within	ADP
ajbmeb-1706	95	13	a	a	DET
ajbmeb-1706	95	14	longer	long	ADJ
ajbmeb-1706	95	15	period	period	NOUN
ajbmeb-1706	95	16	to	to	PART
ajbmeb-1706	95	17	obtain	obtain	VERB
ajbmeb-1706	95	18	higher	high	ADJ
ajbmeb-1706	95	19	accuracy	accuracy	NOUN
ajbmeb-1706	95	20	of	of	ADP
ajbmeb-1706	95	21	results	result	NOUN
ajbmeb-1706	95	22	,	,	PUNCT
ajbmeb-1706	95	23	as	as	ADP
ajbmeb-1706	95	24	the	the	DET
ajbmeb-1706	95	25	larger	large	ADJ
ajbmeb-1706	95	26	the	the	DET
ajbmeb-1706	95	27	data	data	NOUN
ajbmeb-1706	95	28	sample	sample	NOUN
ajbmeb-1706	95	29	,	,	PUNCT
ajbmeb-1706	95	30	the	the	DET
ajbmeb-1706	95	31	more	more	ADV
ajbmeb-1706	95	32	accurate	accurate	ADJ
ajbmeb-1706	95	33	the	the	DET
ajbmeb-1706	95	34	techniques	technique	NOUN
ajbmeb-1706	95	35	used	use	VERB
ajbmeb-1706	95	36	in	in	ADP
ajbmeb-1706	95	37	data	data	NOUN
ajbmeb-1706	95	38	mining	mining	NOUN
ajbmeb-1706	95	39	become	become	NOUN
ajbmeb-1706	95	40	.	.	PUNCT
ajbmeb-1706	96	1	references	reference	NOUN
ajbmeb-1706	96	2	1	1	NUM
ajbmeb-1706	96	3	.	.	PUNCT
ajbmeb-1706	97	1	al	al	PROPN
ajbmeb-1706	97	2	-	-	PUNCT
ajbmeb-1706	97	3	hassan	hassan	PROPN
ajbmeb-1706	97	4	,	,	PUNCT
ajbmeb-1706	97	5	a	a	DET
ajbmeb-1706	97	6	,	,	PUNCT
ajbmeb-1706	97	7	s	s	NOUN
ajbmeb-1706	97	8	,	,	PUNCT
ajbmeb-1706	97	9	a.	a.	NOUN
ajbmeb-1706	97	10	using	use	VERB
ajbmeb-1706	97	11	the	the	DET
ajbmeb-1706	97	12	induced	induced	ADJ
ajbmeb-1706	97	13	response	response	NOUN
ajbmeb-1706	97	14	function	function	NOUN
ajbmeb-1706	97	15	to	to	PART
ajbmeb-1706	97	16	measure	measure	VERB
ajbmeb-1706	97	17	and	and	CCONJ
ajbmeb-1706	97	18	analyze	analyze	VERB
ajbmeb-1706	97	19	the	the	DET
ajbmeb-1706	97	20	impact	impact	NOUN
ajbmeb-1706	97	21	of	of	ADP
ajbmeb-1706	97	22	fiscal	fiscal	ADJ
ajbmeb-1706	97	23	policy	policy	NOUN
ajbmeb-1706	97	24	shocks	shock	NOUN
ajbmeb-1706	97	25	on	on	ADP
ajbmeb-1706	97	26	some	some	DET
ajbmeb-1706	97	27	macroeconomic	macroeconomic	ADJ
ajbmeb-1706	97	28	variables	variable	NOUN
ajbmeb-1706	97	29	,	,	PUNCT
ajbmeb-1706	97	30	international	international	ADJ
ajbmeb-1706	97	31	journal	journal	NOUN
ajbmeb-1706	97	32	of	of	ADP
ajbmeb-1706	97	33	professional	professional	PROPN
ajbmeb-1706	97	34	business	business	PROPN
ajbmeb-1706	97	35	review	review	PROPN
ajbmeb-1706	97	36	,	,	PUNCT
ajbmeb-1706	97	37	vol	vol	NOUN
ajbmeb-1706	97	38	.	.	PROPN
ajbmeb-1706	97	39	8	8	NUM
ajbmeb-1706	97	40	,	,	PUNCT
ajbmeb-1706	97	41	n.	n.	NOUN
ajbmeb-1706	97	42	5	5	NUM
ajbmeb-1706	97	43	,	,	PUNCT
ajbmeb-1706	97	44	e01128	e01128	NOUN
ajbmeb-1706	97	45	,	,	PUNCT
ajbmeb-1706	97	46	2023	2023	NUM
ajbmeb-1706	97	47	,	,	PUNCT
ajbmeb-1706	97	48	p.	p.	NOUN
ajbmeb-1706	97	49	01	01	NUM
ajbmeb-1706	97	50	-	-	SYM
ajbmeb-1706	97	51	19	19	NUM
ajbmeb-1706	97	52	.	.	NOUN
ajbmeb-1706	97	53	2	2	NUM
ajbmeb-1706	97	54	.	.	X
ajbmeb-1706	98	1	al	al	PROPN
ajbmeb-1706	98	2	-	-	NOUN
ajbmeb-1706	98	3	rubaie	rubaie	PROPN
ajbmeb-1706	98	4	,	,	PUNCT
ajbmeb-1706	98	5	q	q	NOUN
ajbmeb-1706	98	6	,	,	PUNCT
ajbmeb-1706	98	7	l	l	NOUN
ajbmeb-1706	98	8	,	,	PUNCT
ajbmeb-1706	98	9	a	a	PRON
ajbmeb-1706	98	10	,	,	PUNCT
ajbmeb-1706	98	11	ahmed	ahmed	PROPN
ajbmeb-1706	98	12	,	,	PUNCT
ajbmeb-1706	98	13	a	a	PRON
ajbmeb-1706	98	14	,	,	PUNCT
ajbmeb-1706	98	15	s.	s.	PROPN
ajbmeb-1706	98	16	measuring	measure	VERB
ajbmeb-1706	98	17	and	and	CCONJ
ajbmeb-1706	98	18	analyzing	analyze	VERB
ajbmeb-1706	98	19	the	the	DET
ajbmeb-1706	98	20	repercussions	repercussion	NOUN
ajbmeb-1706	98	21	of	of	ADP
ajbmeb-1706	98	22	public	public	ADJ
ajbmeb-1706	98	23	debt	debt	NOUN
ajbmeb-1706	98	24	in	in	ADP
ajbmeb-1706	98	25	financing	finance	VERB
ajbmeb-1706	98	26	the	the	DET
ajbmeb-1706	98	27	general	general	ADJ
ajbmeb-1706	98	28	budget	budget	NOUN
ajbmeb-1706	98	29	deficit	deficit	NOUN
ajbmeb-1706	98	30	for	for	ADP
ajbmeb-1706	98	31	the	the	DET
ajbmeb-1706	98	32	iraqi	iraqi	ADJ
ajbmeb-1706	98	33	economy	economy	NOUN
ajbmeb-1706	98	34	after	after	ADP
ajbmeb-1706	98	35	2003	2003	NUM
ajbmeb-1706	98	36	using	use	VERB
ajbmeb-1706	98	37	the	the	DET
ajbmeb-1706	98	38	(	(	PUNCT
ajbmeb-1706	98	39	eviews	eviews	ADJ
ajbmeb-1706	98	40	)	)	PUNCT
ajbmeb-1706	98	41	program	program	NOUN
ajbmeb-1706	98	42	,	,	PUNCT
ajbmeb-1706	98	43	materials	material	NOUN
ajbmeb-1706	98	44	today	today	NOUN
ajbmeb-1706	98	45	:	:	PUNCT
ajbmeb-1706	98	46	proceedings	proceeding	NOUN
ajbmeb-1706	98	47	,	,	PUNCT
ajbmeb-1706	98	48	vol	vol	NOUN
ajbmeb-1706	98	49	.	.	PROPN
ajbmeb-1706	98	50	80	80	NUM
ajbmeb-1706	98	51	,	,	PUNCT
ajbmeb-1706	98	52	part	part	NOUN
ajbmeb-1706	98	53	3	3	NUM
ajbmeb-1706	98	54	,	,	PUNCT
ajbmeb-1706	98	55	2023	2023	NUM
ajbmeb-1706	98	56	,	,	PUNCT
ajbmeb-1706	98	57	pages	page	NOUN
ajbmeb-1706	98	58	3144	3144	NUM
ajbmeb-1706	98	59	-	-	SYM
ajbmeb-1706	98	60	3154	3154	NUM
ajbmeb-1706	98	61	.	.	PUNCT
ajbmeb-1706	99	1	3	3	X
ajbmeb-1706	99	2	.	.	X
ajbmeb-1706	99	3	dase	dase	PROPN
ajbmeb-1706	99	4	,	,	PUNCT
ajbmeb-1706	99	5	r.	r.	PROPN
ajbmeb-1706	99	6	k.	k.	PROPN
ajbmeb-1706	99	7	;	;	PUNCT
ajbmeb-1706	99	8	pawar	pawar	PROPN
ajbmeb-1706	99	9	,	,	PUNCT
ajbmeb-1706	99	10	d.	d.	PROPN
ajbmeb-1706	99	11	d.	d.	PROPN
ajbmeb-1706	99	12	application	application	PROPN
ajbmeb-1706	99	13	of	of	ADP
ajbmeb-1706	99	14	artificial	artificial	ADJ
ajbmeb-1706	99	15	neural	neural	ADJ
ajbmeb-1706	99	16	network	network	NOUN
ajbmeb-1706	99	17	for	for	ADP
ajbmeb-1706	99	18	stock	stock	NOUN
ajbmeb-1706	99	19	market	market	NOUN
ajbmeb-1706	99	20	prediction	prediction	NOUN
ajbmeb-1706	99	21	:	:	PUNCT
ajbmeb-1706	99	22	a	a	DET
ajbmeb-1706	99	23	review	review	NOUN
ajbmeb-1706	99	24	of	of	ADP
ajbmeb-1706	99	25	literature	literature	NOUN
ajbmeb-1706	99	26	,	,	PUNCT
ajbmeb-1706	99	27	international	international	ADJ
ajbmeb-1706	99	28	journal	journal	NOUN
ajbmeb-1706	99	29	of	of	ADP
ajbmeb-1706	99	30	machine	machine	NOUN
ajbmeb-1706	99	31	intelligence	intelligence	NOUN
ajbmeb-1706	99	32	,	,	PUNCT
ajbmeb-1706	99	33	vol	vol	NOUN
ajbmeb-1706	99	34	.	.	PROPN
ajbmeb-1706	99	35	2	2	NUM
ajbmeb-1706	99	36	,	,	PUNCT
ajbmeb-1706	99	37	issue	issue	NOUN
ajbmeb-1706	99	38	2	2	NUM
ajbmeb-1706	99	39	,	,	PUNCT
ajbmeb-1706	99	40	2010	2010	NUM
ajbmeb-1706	99	41	,	,	PUNCT
ajbmeb-1706	99	42	14	14	NUM
ajbmeb-1706	99	43	-	-	SYM
ajbmeb-1706	99	44	17	17	NUM
ajbmeb-1706	99	45	.	.	PUNCT
ajbmeb-1706	100	1	4	4	NUM
ajbmeb-1706	100	2	.	.	X
ajbmeb-1706	101	1	desai	desai	PROPN
ajbmeb-1706	101	2	,	,	PUNCT
ajbmeb-1706	101	3	j.	j.	PROPN
ajbmeb-1706	101	4	et	et	PROPN
ajbmeb-1706	101	5	al	al	PROPN
ajbmeb-1706	101	6	.	.	PUNCT
ajbmeb-1706	101	7	forecasting	forecasting	NOUN
ajbmeb-1706	101	8	of	of	ADP
ajbmeb-1706	101	9	indian	indian	ADJ
ajbmeb-1706	101	10	stock	stock	NOUN
ajbmeb-1706	101	11	market	market	NOUN
ajbmeb-1706	101	12	index	index	NOUN
ajbmeb-1706	101	13	s&p	s&p	PROPN
ajbmeb-1706	101	14	cnx	cnx	PROPN
ajbmeb-1706	101	15	nifty	nifty	ADJ
ajbmeb-1706	101	16	50	50	NUM
ajbmeb-1706	101	17	using	use	VERB
ajbmeb-1706	101	18	artificial	artificial	ADJ
ajbmeb-1706	101	19	intelligence	intelligence	NOUN
ajbmeb-1706	101	20	,	,	PUNCT
ajbmeb-1706	101	21	behavioral	behavioral	ADJ
ajbmeb-1706	101	22	&	&	CCONJ
ajbmeb-1706	101	23	experimental	experimental	ADJ
ajbmeb-1706	101	24	finance	finance	NOUN
ajbmeb-1706	101	25	e	e	NOUN
ajbmeb-1706	101	26	-	-	NOUN
ajbmeb-1706	101	27	journal	journal	ADJ
ajbmeb-1706	101	28	,	,	PUNCT
ajbmeb-1706	101	29	vol	vol	NOUN
ajbmeb-1706	101	30	.	.	PROPN
ajbmeb-1706	102	1	3	3	NUM
ajbmeb-1706	102	2	,	,	PUNCT
ajbmeb-1706	102	3	no	no	INTJ
ajbmeb-1706	102	4	.	.	NOUN
ajbmeb-1706	102	5	79	79	NUM
ajbmeb-1706	102	6	,	,	PUNCT
ajbmeb-1706	102	7	2011	2011	NUM
ajbmeb-1706	102	8	.	.	PUNCT
ajbmeb-1706	103	1	5	5	X
ajbmeb-1706	103	2	.	.	X
ajbmeb-1706	103	3	gunasekaran	gunasekaran	NOUN
ajbmeb-1706	103	4	,	,	PUNCT
ajbmeb-1706	103	5	m.	m.	NOUN
ajbmeb-1706	103	6	;	;	PUNCT
ajbmeb-1706	103	7	ramaswami	ramaswami	NOUN
ajbmeb-1706	103	8	,	,	PUNCT
ajbmeb-1706	103	9	k.	k.	PROPN
ajbmeb-1706	103	10	s.	s.	PROPN
ajbmeb-1706	103	11	evaluation	evaluation	NOUN
ajbmeb-1706	103	12	of	of	ADP
ajbmeb-1706	103	13	artificial	artificial	ADJ
ajbmeb-1706	103	14	immune	immune	ADJ
ajbmeb-1706	103	15	system	system	NOUN
ajbmeb-1706	103	16	with	with	ADP
ajbmeb-1706	103	17	artificial	artificial	ADJ
ajbmeb-1706	103	18	neural	neural	ADJ
ajbmeb-1706	103	19	network	network	NOUN
ajbmeb-1706	103	20	for	for	ADP
ajbmeb-1706	103	21	predicting	predict	VERB
ajbmeb-1706	103	22	bombay	bombay	PROPN
ajbmeb-1706	103	23	stock	stock	PROPN
ajbmeb-1706	103	24	exchange	exchange	PROPN
ajbmeb-1706	103	25	trends	trend	NOUN
ajbmeb-1706	103	26	,	,	PUNCT
ajbmeb-1706	103	27	journal	journal	NOUN
ajbmeb-1706	103	28	of	of	ADP
ajbmeb-1706	103	29	computer	computer	NOUN
ajbmeb-1706	103	30	science	science	NOUN
ajbmeb-1706	103	31	,	,	PUNCT
ajbmeb-1706	103	32	volume	volume	NOUN
ajbmeb-1706	103	33	7	7	NUM
ajbmeb-1706	103	34	,	,	PUNCT
ajbmeb-1706	103	35	issue	issue	NOUN
ajbmeb-1706	103	36	7	7	NUM
ajbmeb-1706	103	37	,	,	PUNCT
ajbmeb-1706	103	38	2011	2011	NUM
ajbmeb-1706	103	39	,	,	PUNCT
ajbmeb-1706	103	40	967	967	NUM
ajbmeb-1706	103	41	-	-	SYM
ajbmeb-1706	103	42	972	972	NUM
ajbmeb-1706	103	43	.	.	NOUN
ajbmeb-1706	104	1	6	6	NUM
ajbmeb-1706	104	2	.	.	X
ajbmeb-1706	105	1	hamid	hamid	PROPN
ajbmeb-1706	105	2	,	,	PUNCT
ajbmeb-1706	105	3	s.	s.	PROPN
ajbmeb-1706	105	4	a.	a.	PROPN
ajbmeb-1706	105	5	;	;	PUNCT
ajbmeb-1706	105	6	iqbal	iqbal	PROPN
ajbmeb-1706	105	7	,	,	PUNCT
ajbmeb-1706	105	8	z.	z.	PROPN
ajbmeb-1706	105	9	using	use	VERB
ajbmeb-1706	105	10	neural	neural	ADJ
ajbmeb-1706	105	11	networks	network	NOUN
ajbmeb-1706	105	12	for	for	ADP
ajbmeb-1706	105	13	forecasting	forecast	VERB
ajbmeb-1706	105	14	volatility	volatility	NOUN
ajbmeb-1706	105	15	of	of	ADP
ajbmeb-1706	105	16	s&p500	s&p500	NOUN
ajbmeb-1706	105	17	index	index	NOUN
ajbmeb-1706	105	18	futures	future	NOUN
ajbmeb-1706	105	19	prices	price	NOUN
ajbmeb-1706	105	20	,	,	PUNCT
ajbmeb-1706	105	21	journal	journal	NOUN
ajbmeb-1706	105	22	of	of	ADP
ajbmeb-1706	105	23	business	business	NOUN
ajbmeb-1706	105	24	research	research	NOUN
ajbmeb-1706	105	25	57	57	NUM
ajbmeb-1706	105	26	,	,	PUNCT
ajbmeb-1706	105	27	2004	2004	NUM
ajbmeb-1706	105	28	,	,	PUNCT
ajbmeb-1706	105	29	1116	1116	NUM
ajbmeb-1706	105	30	–	–	PUNCT
ajbmeb-1706	105	31	1125	1125	NUM
ajbmeb-1706	105	32	.	.	PUNCT
ajbmeb-1706	106	1	7	7	X
ajbmeb-1706	106	2	.	.	X
ajbmeb-1706	106	3	kara	kara	NOUN
ajbmeb-1706	106	4	,	,	PUNCT
ajbmeb-1706	106	5	y.	y.	PROPN
ajbmeb-1706	106	6	et	et	PROPN
ajbmeb-1706	106	7	al	al	PROPN
ajbmeb-1706	106	8	.	.	PROPN
ajbmeb-1706	106	9	predicting	predict	VERB
ajbmeb-1706	106	10	the	the	DET
ajbmeb-1706	106	11	direction	direction	NOUN
ajbmeb-1706	106	12	of	of	ADP
ajbmeb-1706	106	13	stock	stock	NOUN
ajbmeb-1706	106	14	price	price	NOUN
ajbmeb-1706	106	15	index	index	NOUN
ajbmeb-1706	106	16	movement	movement	NOUN
ajbmeb-1706	106	17	using	use	VERB
ajbmeb-1706	106	18	artificial	artificial	ADJ
ajbmeb-1706	106	19	neural	neural	ADJ
ajbmeb-1706	106	20	networks	network	NOUN
ajbmeb-1706	106	21	and	and	CCONJ
ajbmeb-1706	106	22	support	support	VERB
ajbmeb-1706	106	23	vector	vector	NOUN
ajbmeb-1706	106	24	machines	machine	NOUN
ajbmeb-1706	106	25	:	:	PUNCT
ajbmeb-1706	106	26	the	the	DET
ajbmeb-1706	106	27	sample	sample	NOUN
ajbmeb-1706	106	28	of	of	ADP
ajbmeb-1706	106	29	the	the	DET
ajbmeb-1706	106	30	istanbul	istanbul	PROPN
ajbmeb-1706	106	31	stock	stock	PROPN
ajbmeb-1706	106	32	exchange	exchange	PROPN
ajbmeb-1706	106	33	,	,	PUNCT
ajbmeb-1706	106	34	expert	expert	NOUN
ajbmeb-1706	106	35	systems	system	NOUN
ajbmeb-1706	106	36	with	with	ADP
ajbmeb-1706	106	37	applications	application	NOUN
ajbmeb-1706	106	38	38	38	NUM
ajbmeb-1706	106	39	,	,	PUNCT
ajbmeb-1706	106	40	2011	2011	NUM
ajbmeb-1706	106	41	,	,	PUNCT
ajbmeb-1706	106	42	5311–5319	5311–5319	NUM
ajbmeb-1706	106	43	.	.	NOUN
ajbmeb-1706	106	44	8	8	NUM
ajbmeb-1706	106	45	.	.	X
ajbmeb-1706	106	46	kazem	kazem	PROPN
ajbmeb-1706	106	47	,	,	PUNCT
ajbmeb-1706	106	48	b.	b.	PROPN
ajbmeb-1706	106	49	i.	i.	PROPN
ajbmeb-1706	106	50	;	;	PUNCT
ajbmeb-1706	106	51	mutlag	mutlag	PROPN
ajbmeb-1706	106	52	a.	a.	PROPN
ajbmeb-1706	106	53	k.	k.	PROPN
ajbmeb-1706	107	1	optimal	optimal	ADJ
ajbmeb-1706	107	2	brain	brain	NOUN
ajbmeb-1706	107	3	surgeon	surgeon	NOUN
ajbmeb-1706	107	4	pruning	prune	VERB
ajbmeb-1706	107	5	of	of	ADP
ajbmeb-1706	107	6	neural	neural	ADJ
ajbmeb-1706	107	7	network	network	NOUN
ajbmeb-1706	107	8	models	model	NOUN
ajbmeb-1706	107	9	of	of	ADP
ajbmeb-1706	107	10	manufacturing	manufacturing	NOUN
ajbmeb-1706	107	11	processes	process	NOUN
ajbmeb-1706	107	12	,	,	PUNCT
ajbmeb-1706	107	13	journal	journal	NOUN
ajbmeb-1706	107	14	of	of	ADP
ajbmeb-1706	107	15	engineering	engineering	NOUN
ajbmeb-1706	107	16	,	,	PUNCT
ajbmeb-1706	107	17	n.	n.	NOUN
ajbmeb-1706	107	18	3	3	NUM
ajbmeb-1706	107	19	,	,	PUNCT
ajbmeb-1706	107	20	vol	vol	NOUN
ajbmeb-1706	107	21	.	.	PROPN
ajbmeb-1706	107	22	11	11	NUM
ajbmeb-1706	107	23	,	,	PUNCT
ajbmeb-1706	107	24	2005	2005	NUM
ajbmeb-1706	107	25	,	,	PUNCT
ajbmeb-1706	107	26	495	495	NUM
ajbmeb-1706	107	27	-	-	SYM
ajbmeb-1706	107	28	508	508	NUM
ajbmeb-1706	107	29	.	.	PUNCT
ajbmeb-1706	107	30	9	9	NUM
ajbmeb-1706	107	31	.	.	X
ajbmeb-1706	107	32	mehrara	mehrara	NOUN
ajbmeb-1706	107	33	,	,	PUNCT
ajbmeb-1706	107	34	m.	m.	NOUN
ajbmeb-1706	107	35	et	et	PROPN
ajbmeb-1706	107	36	al	al	PROPN
ajbmeb-1706	107	37	.	.	PUNCT
ajbmeb-1706	108	1	using	use	VERB
ajbmeb-1706	108	2	technical	technical	ADJ
ajbmeb-1706	108	3	analysis	analysis	NOUN
ajbmeb-1706	108	4	with	with	ADP
ajbmeb-1706	108	5	neural	neural	ADJ
ajbmeb-1706	108	6	network	network	NOUN
ajbmeb-1706	108	7	for	for	ADP
ajbmeb-1706	108	8	forecasting	forecast	VERB
ajbmeb-1706	108	9	stock	stock	NOUN
ajbmeb-1706	108	10	price	price	NOUN
ajbmeb-1706	108	11	index	index	NOUN
ajbmeb-1706	108	12	in	in	ADP
ajbmeb-1706	108	13	tehran	tehran	PROPN
ajbmeb-1706	108	14	stock	stock	PROPN
ajbmeb-1706	108	15	exchange	exchange	PROPN
ajbmeb-1706	108	16	,	,	PUNCT
ajbmeb-1706	108	17	middle	middle	ADJ
ajbmeb-1706	108	18	eastern	eastern	ADJ
ajbmeb-1706	108	19	finance	finance	NOUN
ajbmeb-1706	108	20	and	and	CCONJ
ajbmeb-1706	108	21	economics	economic	NOUN
ajbmeb-1706	108	22	,	,	PUNCT
ajbmeb-1706	108	23	volume	volume	NOUN
ajbmeb-1706	108	24	6	6	NUM
ajbmeb-1706	108	25	,	,	PUNCT
ajbmeb-1706	108	26	issue	issue	NOUN
ajbmeb-1706	108	27	6	6	NUM
ajbmeb-1706	108	28	,	,	PUNCT
ajbmeb-1706	108	29	2010	2010	NUM
ajbmeb-1706	108	30	,	,	PUNCT
ajbmeb-1706	108	31	50	50	NUM
ajbmeb-1706	108	32	-	-	SYM
ajbmeb-1706	108	33	61	61	NUM
ajbmeb-1706	108	34	.	.	PUNCT
ajbmeb-1706	108	35	10	10	NUM
ajbmeb-1706	108	36	.	.	X
ajbmeb-1706	108	37	naeini	naeini	PROPN
ajbmeb-1706	108	38	,	,	PUNCT
ajbmeb-1706	109	1	m.	m.	NOUN
ajbmeb-1706	109	2	p.	p.	NOUN
ajbmeb-1706	109	3	et	et	PROPN
ajbmeb-1706	110	1	al	al	PROPN
ajbmeb-1706	110	2	.	.	PROPN
ajbmeb-1706	110	3	stock	stock	NOUN
ajbmeb-1706	110	4	market	market	NOUN
ajbmeb-1706	110	5	value	value	NOUN
ajbmeb-1706	110	6	prediction	prediction	NOUN
ajbmeb-1706	110	7	using	use	VERB
ajbmeb-1706	110	8	neural	neural	ADJ
ajbmeb-1706	110	9	networks	network	NOUN
ajbmeb-1706	110	10	,	,	PUNCT
ajbmeb-1706	110	11	international	international	ADJ
ajbmeb-1706	110	12	conference	conference	NOUN
ajbmeb-1706	110	13	on	on	ADP
ajbmeb-1706	110	14	computer	computer	NOUN
ajbmeb-1706	110	15	information	information	NOUN
ajbmeb-1706	110	16	systems	system	NOUN
ajbmeb-1706	110	17	and	and	CCONJ
ajbmeb-1706	110	18	industrial	industrial	ADJ
ajbmeb-1706	110	19	management	management	NOUN
ajbmeb-1706	110	20	applications	application	NOUN
ajbmeb-1706	110	21	(	(	PUNCT
ajbmeb-1706	110	22	cisim	cisim	NOUN
ajbmeb-1706	110	23	)	)	PUNCT
ajbmeb-1706	110	24	,	,	PUNCT
ajbmeb-1706	110	25	2010	2010	NUM
ajbmeb-1706	110	26	,	,	PUNCT
ajbmeb-1706	110	27	132	132	NUM
ajbmeb-1706	110	28	-	-	SYM
ajbmeb-1706	110	29	136	136	NUM
ajbmeb-1706	110	30	.	.	PUNCT
ajbmeb-1706	111	1	11	11	NUM
ajbmeb-1706	111	2	.	.	PUNCT
ajbmeb-1706	112	1	nasser	nasser	PROPN
ajbmeb-1706	112	2	,	,	PUNCT
ajbmeb-1706	112	3	s	s	PROPN
ajbmeb-1706	112	4	,	,	PUNCT
ajbmeb-1706	112	5	a	a	PRON
ajbmeb-1706	112	6	,	,	PUNCT
ajbmeb-1706	112	7	ahmed	ahmed	PROPN
ajbmeb-1706	112	8	,	,	PUNCT
ajbmeb-1706	112	9	a	a	PRON
ajbmeb-1706	112	10	,	,	PUNCT
ajbmeb-1706	112	11	s.	s.	PROPN
ajbmeb-1706	112	12	detecting	detect	VERB
ajbmeb-1706	112	13	financial	financial	ADJ
ajbmeb-1706	112	14	fraud	fraud	NOUN
ajbmeb-1706	112	15	using	use	VERB
ajbmeb-1706	112	16	some	some	DET
ajbmeb-1706	112	17	statistical	statistical	ADJ
ajbmeb-1706	112	18	methods	method	NOUN
ajbmeb-1706	112	19	:	:	PUNCT
ajbmeb-1706	112	20	an	an	DET
ajbmeb-1706	112	21	applied	apply	VERB
ajbmeb-1706	112	22	study	study	NOUN
ajbmeb-1706	112	23	in	in	ADP
ajbmeb-1706	112	24	the	the	DET
ajbmeb-1706	112	25	iraqi	iraqi	ADJ
ajbmeb-1706	112	26	stock	stock	NOUN
ajbmeb-1706	112	27	market	market	NOUN
ajbmeb-1706	112	28	,	,	PUNCT
ajbmeb-1706	112	29	al	al	PROPN
ajbmeb-1706	112	30	-	-	PUNCT
ajbmeb-1706	112	31	mustansiriya	mustansiriya	PROPN
ajbmeb-1706	112	32	science	science	PROPN
ajbmeb-1706	112	33	journal	journal	PROPN
ajbmeb-1706	112	34	,	,	PUNCT
ajbmeb-1706	112	35	vol	vol	NOUN
ajbmeb-1706	112	36	.	.	PROPN
ajbmeb-1706	112	37	28	28	NUM
ajbmeb-1706	112	38	,	,	PUNCT
ajbmeb-1706	112	39	n.1	n.1	NUM
ajbmeb-1706	112	40	,	,	PUNCT
ajbmeb-1706	112	41	2017	2017	NUM
ajbmeb-1706	112	42	,	,	PUNCT
ajbmeb-1706	112	43	pages	page	NOUN
ajbmeb-1706	112	44	176186	176186	NUM
ajbmeb-1706	112	45	.	.	PUNCT
ajbmeb-1706	113	1	12	12	NUM
ajbmeb-1706	113	2	.	.	PUNCT
ajbmeb-1706	114	1	sutheebanjard	sutheebanjard	PROPN
ajbmeb-1706	114	2	,	,	PUNCT
ajbmeb-1706	114	3	p.	p.	NOUN
ajbmeb-1706	114	4	;	;	PUNCT
ajbmeb-1706	114	5	premchaiswadi	premchaiswadi	NOUN
ajbmeb-1706	114	6	,	,	PUNCT
ajbmeb-1706	114	7	w.	w.	PROPN
ajbmeb-1706	114	8	stock	stock	PROPN
ajbmeb-1706	114	9	exchange	exchange	PROPN
ajbmeb-1706	114	10	of	of	ADP
ajbmeb-1706	114	11	thailand	thailand	PROPN
ajbmeb-1706	114	12	index	index	NOUN
ajbmeb-1706	114	13	prediction	prediction	NOUN
ajbmeb-1706	114	14	using	use	VERB
ajbmeb-1706	114	15	back	back	ADP
ajbmeb-1706	114	16	propagation	propagation	NOUN
ajbmeb-1706	114	17	neural	neural	ADJ
ajbmeb-1706	114	18	networks	network	NOUN
ajbmeb-1706	114	19	,	,	PUNCT
ajbmeb-1706	114	20	second	second	ADJ
ajbmeb-1706	114	21	international	international	ADJ
ajbmeb-1706	114	22	conference	conference	NOUN
ajbmeb-1706	114	23	on	on	ADP
ajbmeb-1706	114	24	computer	computer	NOUN
ajbmeb-1706	114	25	and	and	CCONJ
ajbmeb-1706	114	26	network	network	NOUN
ajbmeb-1706	114	27	technology	technology	NOUN
ajbmeb-1706	114	28	,	,	PUNCT
ajbmeb-1706	114	29	2010	2010	NUM
ajbmeb-1706	114	30	,	,	PUNCT
ajbmeb-1706	114	31	377	377	NUM
ajbmeb-1706	114	32	-	-	SYM
ajbmeb-1706	114	33	380	380	NUM
ajbmeb-1706	114	34	.	.	PUNCT
ajbmeb-1706	115	1	https://www.sciencedirect.com/journal/materials-today-proceedings/vol/80/part/p3	https://www.sciencedirect.com/journal/materials-today-proceedings/vol/80/part/p3	PROPN
ajbmeb-1706	115	2	american	american	PROPN
ajbmeb-1706	115	3	journal	journal	PROPN
ajbmeb-1706	115	4	of	of	ADP
ajbmeb-1706	115	5	business	business	NOUN
ajbmeb-1706	115	6	management	management	NOUN
ajbmeb-1706	115	7	,	,	PUNCT
ajbmeb-1706	115	8	economics	economic	NOUN
ajbmeb-1706	115	9	and	and	CCONJ
ajbmeb-1706	115	10	banking	banking	NOUN
ajbmeb-1706	115	11	volume	volume	NOUN
ajbmeb-1706	115	12	20	20	NUM
ajbmeb-1706	115	13	january	january	PROPN
ajbmeb-1706	115	14	,	,	PUNCT
ajbmeb-1706	115	15	2024	2024	NUM
ajbmeb-1706	115	16	p	p	NOUN
ajbmeb-1706	115	17	a	a	PRON
ajbmeb-1706	115	18	g	g	NOUN
ajbmeb-1706	115	19	e	e	NOUN
ajbmeb-1706	115	20	|	|	ADV
ajbmeb-1706	115	21	10	10	NUM
ajbmeb-1706	115	22	www.americanjournal.org	www.americanjournal.org	NOUN
ajbmeb-1706	115	23	13	13	NUM
ajbmeb-1706	115	24	.	.	PUNCT
ajbmeb-1706	116	1	aamodt	aamodt	PROPN
ajbmeb-1706	116	2	,	,	PUNCT
ajbmeb-1706	116	3	r.	r.	PROPN
ajbmeb-1706	116	4	using	use	VERB
ajbmeb-1706	116	5	artificial	artificial	ADJ
ajbmeb-1706	116	6	neural	neural	ADJ
ajbmeb-1706	116	7	networks	network	NOUN
ajbmeb-1706	116	8	to	to	PART
ajbmeb-1706	116	9	forecast	forecast	VERB
ajbmeb-1706	116	10	financial	financial	ADJ
ajbmeb-1706	116	11	time	time	NOUN
ajbmeb-1706	116	12	series	series	NOUN
ajbmeb-1706	116	13	,	,	PUNCT
ajbmeb-1706	116	14	master	master	NOUN
ajbmeb-1706	116	15	thesis	thesis	NOUN
ajbmeb-1706	116	16	,	,	PUNCT
ajbmeb-1706	116	17	norwegian	norwegian	ADJ
ajbmeb-1706	116	18	university	university	NOUN
ajbmeb-1706	116	19	of	of	ADP
ajbmeb-1706	116	20	science	science	NOUN
ajbmeb-1706	116	21	and	and	CCONJ
ajbmeb-1706	116	22	technology	technology	NOUN
ajbmeb-1706	116	23	,	,	PUNCT
ajbmeb-1706	116	24	department	department	NOUN
ajbmeb-1706	116	25	of	of	ADP
ajbmeb-1706	116	26	computer	computer	NOUN
ajbmeb-1706	116	27	and	and	CCONJ
ajbmeb-1706	116	28	information	information	NOUN
ajbmeb-1706	116	29	science	science	NOUN
ajbmeb-1706	116	30	,	,	PUNCT
ajbmeb-1706	116	31	2010	2010	NUM
ajbmeb-1706	116	32	,	,	PUNCT
ajbmeb-1706	116	33	95	95	NUM
ajbmeb-1706	116	34	pages	page	NOUN
ajbmeb-1706	116	35	.	.	PUNCT
ajbmeb-1706	117	1	14	14	NUM
ajbmeb-1706	117	2	.	.	PUNCT
ajbmeb-1706	118	1	larsen	larsen	PROPN
ajbmeb-1706	118	2	,	,	PUNCT
ajbmeb-1706	118	3	j.	j.	PROPN
ajbmeb-1706	118	4	i.	i.	PROPN
ajbmeb-1706	118	5	predicting	predict	VERB
ajbmeb-1706	118	6	stock	stock	NOUN
ajbmeb-1706	118	7	prices	price	NOUN
ajbmeb-1706	118	8	using	use	VERB
ajbmeb-1706	118	9	technical	technical	ADJ
ajbmeb-1706	118	10	analysis	analysis	NOUN
ajbmeb-1706	118	11	and	and	CCONJ
ajbmeb-1706	118	12	machine	machine	NOUN
ajbmeb-1706	118	13	learning	learning	NOUN
ajbmeb-1706	118	14	,	,	PUNCT
ajbmeb-1706	118	15	master	master	NOUN
ajbmeb-1706	118	16	thesis	thesis	NOUN
ajbmeb-1706	118	17	,	,	PUNCT
ajbmeb-1706	118	18	norwegian	norwegian	ADJ
ajbmeb-1706	118	19	university	university	NOUN
ajbmeb-1706	118	20	of	of	ADP
ajbmeb-1706	118	21	science	science	NOUN
ajbmeb-1706	118	22	and	and	CCONJ
ajbmeb-1706	118	23	technology	technology	NOUN
ajbmeb-1706	118	24	,	,	PUNCT
ajbmeb-1706	118	25	department	department	NOUN
ajbmeb-1706	118	26	of	of	ADP
ajbmeb-1706	118	27	computer	computer	NOUN
ajbmeb-1706	118	28	and	and	CCONJ
ajbmeb-1706	118	29	information	information	NOUN
ajbmeb-1706	118	30	science	science	NOUN
ajbmeb-1706	118	31	,	,	PUNCT
ajbmeb-1706	118	32	2010	2010	NUM
ajbmeb-1706	118	33	.	.	PUNCT
ajbmeb-1706	119	1	15	15	NUM
ajbmeb-1706	119	2	.	.	X
ajbmeb-1706	119	3	senol	senol	PROPN
ajbmeb-1706	119	4	,	,	PUNCT
ajbmeb-1706	119	5	d.	d.	PROPN
ajbmeb-1706	119	6	prediction	prediction	NOUN
ajbmeb-1706	119	7	of	of	ADP
ajbmeb-1706	119	8	stock	stock	NOUN
ajbmeb-1706	119	9	price	price	NOUN
ajbmeb-1706	119	10	direction	direction	NOUN
ajbmeb-1706	119	11	by	by	ADP
ajbmeb-1706	119	12	artificial	artificial	ADJ
ajbmeb-1706	119	13	neural	neural	ADJ
ajbmeb-1706	119	14	network	network	NOUN
ajbmeb-1706	119	15	approach	approach	NOUN
ajbmeb-1706	119	16	,	,	PUNCT
ajbmeb-1706	119	17	master	master	NOUN
ajbmeb-1706	119	18	thesis	thesis	NOUN
ajbmeb-1706	119	19	,	,	PUNCT
ajbmeb-1706	119	20	bogazici	bogazici	PROPN
ajbmeb-1706	119	21	university	university	PROPN
ajbmeb-1706	119	22	,	,	PUNCT
ajbmeb-1706	119	23	institute	institute	NOUN
ajbmeb-1706	119	24	for	for	ADP
ajbmeb-1706	119	25	graduate	graduate	NOUN
ajbmeb-1706	119	26	studies	study	NOUN
ajbmeb-1706	119	27	in	in	ADP
ajbmeb-1706	119	28	social	social	ADJ
ajbmeb-1706	119	29	sciences	science	NOUN
ajbmeb-1706	119	30	,	,	PUNCT
ajbmeb-1706	119	31	2008	2008	NUM
ajbmeb-1706	119	32	.	.	PUNCT
ajbmeb-1706	120	1	16	16	NUM
ajbmeb-1706	120	2	.	.	PUNCT
ajbmeb-1706	121	1	desai	desai	PROPN
ajbmeb-1706	121	2	,	,	PUNCT
ajbmeb-1706	121	3	j.	j.	PROPN
ajbmeb-1706	121	4	et	et	PROPN
ajbmeb-1706	121	5	al	al	PROPN
ajbmeb-1706	121	6	.	.	PUNCT
ajbmeb-1706	122	1	forecasting	forecasting	NOUN
ajbmeb-1706	122	2	of	of	ADP
ajbmeb-1706	122	3	stock	stock	NOUN
ajbmeb-1706	122	4	market	market	NOUN
ajbmeb-1706	122	5	indices	index	NOUN
ajbmeb-1706	122	6	using	use	VERB
ajbmeb-1706	122	7	artificial	artificial	ADJ
ajbmeb-1706	122	8	neural	neural	ADJ
ajbmeb-1706	122	9	networks	network	NOUN
ajbmeb-1706	122	10	.	.	PUNCT
ajbmeb-1706	123	1	working	work	VERB
ajbmeb-1706	123	2	paper	paper	PROPN
ajbmeb-1706	123	3	no	no	INTJ
ajbmeb-1706	123	4	.	.	PUNCT
ajbmeb-1706	123	5	cpi	cpi	PROPN
ajbmeb-1706	123	6	/	/	SYM
ajbmeb-1706	123	7	mba/2013/0003	mba/2013/0003	PROPN
ajbmeb-1706	123	8	,	,	PUNCT
ajbmeb-1706	123	9	shri	shri	PROPN
ajbmeb-1706	123	10	chimanbhai	chimanbhai	PROPN
ajbmeb-1706	123	11	patel	patel	PROPN
ajbmeb-1706	123	12	institutes	institutes	PROPN
ajbmeb-1706	123	13	,	,	PUNCT
ajbmeb-1706	123	14	ahmadabad	ahmadabad	PROPN
ajbmeb-1706	123	15	,	,	PUNCT
ajbmeb-1706	123	16	2013	2013	NUM
ajbmeb-1706	123	17	.	.	PUNCT
ajbmeb-1706	124	1	17	17	NUM
ajbmeb-1706	124	2	.	.	X
ajbmeb-1706	124	3	majumder	majumder	NOUN
ajbmeb-1706	124	4	,	,	PUNCT
ajbmeb-1706	124	5	m.	m.	NOUN
ajbmeb-1706	124	6	;	;	PUNCT
ajbmeb-1706	124	7	hussian	hussian	NOUN
ajbmeb-1706	124	8	,	,	PUNCT
ajbmeb-1706	124	9	m.	m.	NOUN
ajbmeb-1706	124	10	a.	a.	NOUN
ajbmeb-1706	124	11	forecasting	forecasting	NOUN
ajbmeb-1706	124	12	of	of	ADP
ajbmeb-1706	124	13	indian	indian	ADJ
ajbmeb-1706	124	14	stock	stock	NOUN
ajbmeb-1706	124	15	market	market	NOUN
ajbmeb-1706	124	16	index	index	NOUN
ajbmeb-1706	124	17	using	use	VERB
ajbmeb-1706	124	18	artificial	artificial	ADJ
ajbmeb-1706	124	19	neural	neural	ADJ
ajbmeb-1706	124	20	network	network	NOUN
ajbmeb-1706	124	21	,	,	PUNCT
ajbmeb-1706	124	22	working	working	NOUN
ajbmeb-1706	124	23	paper	paper	NOUN
ajbmeb-1706	124	24	,	,	PUNCT
ajbmeb-1706	124	25	2010	2010	NUM
ajbmeb-1706	124	26	.	.	PUNCT