id	sid	tid	token	lemma	pos
american_scientific_journal-2814	1	1	286	286	NUM
american_scientific_journal-2814	1	2	american	american	ADJ
american_scientific_journal-2814	1	3	scientific	scientific	ADJ
american_scientific_journal-2814	1	4	research	research	NOUN
american_scientific_journal-2814	1	5	journal	journal	NOUN
american_scientific_journal-2814	1	6	for	for	ADP
american_scientific_journal-2814	1	7	engineering	engineering	NOUN
american_scientific_journal-2814	1	8	,	,	PUNCT
american_scientific_journal-2814	1	9	technology	technology	NOUN
american_scientific_journal-2814	1	10	,	,	PUNCT
american_scientific_journal-2814	1	11	and	and	CCONJ
american_scientific_journal-2814	1	12	sciences	science	NOUN
american_scientific_journal-2814	1	13	(	(	PUNCT
american_scientific_journal-2814	1	14	asrjets	asrjet	NOUN
american_scientific_journal-2814	1	15	)	)	PUNCT
american_scientific_journal-2814	1	16	issn	issn	PROPN
american_scientific_journal-2814	1	17	(	(	PUNCT
american_scientific_journal-2814	1	18	print	print	NOUN
american_scientific_journal-2814	1	19	)	)	PUNCT
american_scientific_journal-2814	1	20	2313	2313	NUM
american_scientific_journal-2814	1	21	-	-	SYM
american_scientific_journal-2814	1	22	4410	4410	NUM
american_scientific_journal-2814	1	23	,	,	PUNCT
american_scientific_journal-2814	1	24	issn	issn	PROPN
american_scientific_journal-2814	1	25	(	(	PUNCT
american_scientific_journal-2814	1	26	online	online	ADJ
american_scientific_journal-2814	1	27	)	)	PUNCT
american_scientific_journal-2814	1	28	2313	2313	NUM
american_scientific_journal-2814	1	29	-	-	SYM
american_scientific_journal-2814	1	30	4402	4402	NUM
american_scientific_journal-2814	1	31	©	©	PROPN
american_scientific_journal-2814	1	32	global	global	ADJ
american_scientific_journal-2814	1	33	society	society	NOUN
american_scientific_journal-2814	1	34	of	of	ADP
american_scientific_journal-2814	1	35	scientific	scientific	ADJ
american_scientific_journal-2814	1	36	research	research	NOUN
american_scientific_journal-2814	1	37	and	and	CCONJ
american_scientific_journal-2814	1	38	researchers	researcher	NOUN
american_scientific_journal-2814	1	39	http://asrjetsjournal.org/	http://asrjetsjournal.org/	NOUN
american_scientific_journal-2814	1	40	streamflow	streamflow	NOUN
american_scientific_journal-2814	1	41	forecasting	forecasting	NOUN
american_scientific_journal-2814	1	42	using	use	VERB
american_scientific_journal-2814	1	43	artificial	artificial	ADJ
american_scientific_journal-2814	1	44	neural	neural	ADJ
american_scientific_journal-2814	1	45	network	network	NOUN
american_scientific_journal-2814	1	46	and	and	CCONJ
american_scientific_journal-2814	1	47	support	support	NOUN
american_scientific_journal-2814	1	48	vector	vector	NOUN
american_scientific_journal-2814	1	49	machine	machine	NOUN
american_scientific_journal-2814	1	50	models	model	NOUN
american_scientific_journal-2814	1	51	rana	rana	PROPN
american_scientific_journal-2814	1	52	muhammad	muhammad	PROPN
american_scientific_journal-2814	1	53	adnana	adnana	PROPN
american_scientific_journal-2814	1	54	,	,	PUNCT
american_scientific_journal-2814	1	55	xiaohui	xiaohui	PROPN
american_scientific_journal-2814	2	1	yuanb	yuanb	PROPN
american_scientific_journal-2814	3	1	*	*	PROPN
american_scientific_journal-2814	3	2	,	,	PUNCT
american_scientific_journal-2814	3	3	ozgur	ozgur	PROPN
american_scientific_journal-2814	3	4	kisic	kisic	PROPN
american_scientific_journal-2814	3	5	,	,	PUNCT
american_scientific_journal-2814	3	6	yanbin	yanbin	PROPN
american_scientific_journal-2814	3	7	yuand	yuand	CCONJ
american_scientific_journal-2814	3	8	a	a	PRON
american_scientific_journal-2814	3	9	,	,	PUNCT
american_scientific_journal-2814	3	10	bschool	bschool	NOUN
american_scientific_journal-2814	3	11	of	of	ADP
american_scientific_journal-2814	3	12	hydropower	hydropower	NOUN
american_scientific_journal-2814	3	13	and	and	CCONJ
american_scientific_journal-2814	3	14	information	information	NOUN
american_scientific_journal-2814	3	15	engineering	engineering	NOUN
american_scientific_journal-2814	3	16	,	,	PUNCT
american_scientific_journal-2814	3	17	huazhong	huazhong	PROPN
american_scientific_journal-2814	3	18	university	university	PROPN
american_scientific_journal-2814	3	19	of	of	ADP
american_scientific_journal-2814	3	20	science	science	PROPN
american_scientific_journal-2814	3	21	&	&	CCONJ
american_scientific_journal-2814	3	22	technology	technology	PROPN
american_scientific_journal-2814	3	23	,	,	PUNCT
american_scientific_journal-2814	3	24	430074	430074	NUM
american_scientific_journal-2814	3	25	wuhan	wuhan	PROPN
american_scientific_journal-2814	3	26	,	,	PUNCT
american_scientific_journal-2814	3	27	china	china	PROPN
american_scientific_journal-2814	3	28	ccenter	ccenter	NOUN
american_scientific_journal-2814	3	29	for	for	ADP
american_scientific_journal-2814	3	30	interdisciplinary	interdisciplinary	ADJ
american_scientific_journal-2814	3	31	research	research	NOUN
american_scientific_journal-2814	3	32	,	,	PUNCT
american_scientific_journal-2814	3	33	international	international	ADJ
american_scientific_journal-2814	3	34	black	black	ADJ
american_scientific_journal-2814	3	35	sea	sea	PROPN
american_scientific_journal-2814	3	36	university	university	PROPN
american_scientific_journal-2814	3	37	,	,	PUNCT
american_scientific_journal-2814	3	38	tbilisi	tbilisi	PROPN
american_scientific_journal-2814	3	39	,	,	PUNCT
american_scientific_journal-2814	3	40	georgia	georgia	PROPN
american_scientific_journal-2814	3	41	dschool	dschool	PROPN
american_scientific_journal-2814	3	42	of	of	ADP
american_scientific_journal-2814	3	43	resource	resource	NOUN
american_scientific_journal-2814	3	44	and	and	CCONJ
american_scientific_journal-2814	3	45	environmental	environmental	ADJ
american_scientific_journal-2814	3	46	engineering	engineering	NOUN
american_scientific_journal-2814	3	47	,	,	PUNCT
american_scientific_journal-2814	3	48	wuhan	wuhan	PROPN
american_scientific_journal-2814	3	49	university	university	PROPN
american_scientific_journal-2814	3	50	of	of	ADP
american_scientific_journal-2814	3	51	technology	technology	PROPN
american_scientific_journal-2814	3	52	,	,	PUNCT
american_scientific_journal-2814	3	53	china	china	PROPN
american_scientific_journal-2814	3	54	aemail	aemail	NOUN
american_scientific_journal-2814	3	55	:	:	PUNCT
american_scientific_journal-2814	3	56	rana@hust.edu.cn	rana@hust.edu.cn	NOUN
american_scientific_journal-2814	3	57	bemail	bemail	NOUN
american_scientific_journal-2814	3	58	:	:	PUNCT
american_scientific_journal-2814	3	59	yxh71@hust.edu.cn	yxh71@hust.edu.cn	NOUN
american_scientific_journal-2814	3	60	cemail	cemail	NOUN
american_scientific_journal-2814	3	61	:	:	PUNCT
american_scientific_journal-2814	3	62	okisi@ibsu.edu.ge	okisi@ibsu.edu.ge	PROPN
american_scientific_journal-2814	3	63	demail	demail	NOUN
american_scientific_journal-2814	3	64	:	:	PUNCT
american_scientific_journal-2814	3	65	yuanyanbin_whut@163.com	yuanyanbin_whut@163.com	NOUN
american_scientific_journal-2814	4	1	abstract	abstract	ADP
american_scientific_journal-2814	4	2	this	this	DET
american_scientific_journal-2814	4	3	paper	paper	NOUN
american_scientific_journal-2814	4	4	investigates	investigate	VERB
american_scientific_journal-2814	4	5	the	the	DET
american_scientific_journal-2814	4	6	ability	ability	NOUN
american_scientific_journal-2814	4	7	of	of	ADP
american_scientific_journal-2814	4	8	two	two	NUM
american_scientific_journal-2814	4	9	soft	soft	ADJ
american_scientific_journal-2814	4	10	computing	computing	NOUN
american_scientific_journal-2814	4	11	methods	method	NOUN
american_scientific_journal-2814	4	12	including	include	VERB
american_scientific_journal-2814	4	13	artificial	artificial	ADJ
american_scientific_journal-2814	4	14	neural	neural	ADJ
american_scientific_journal-2814	4	15	network	network	NOUN
american_scientific_journal-2814	4	16	(	(	PUNCT
american_scientific_journal-2814	4	17	ann	ann	PROPN
american_scientific_journal-2814	4	18	)	)	PUNCT
american_scientific_journal-2814	4	19	and	and	CCONJ
american_scientific_journal-2814	4	20	support	support	VERB
american_scientific_journal-2814	4	21	vector	vector	NOUN
american_scientific_journal-2814	4	22	machine	machine	NOUN
american_scientific_journal-2814	4	23	(	(	PUNCT
american_scientific_journal-2814	4	24	svm	svm	ADJ
american_scientific_journal-2814	4	25	)	)	PUNCT
american_scientific_journal-2814	4	26	models	model	NOUN
american_scientific_journal-2814	4	27	in	in	ADP
american_scientific_journal-2814	4	28	modeling	model	VERB
american_scientific_journal-2814	4	29	monthly	monthly	ADJ
american_scientific_journal-2814	4	30	streamflow	streamflow	NOUN
american_scientific_journal-2814	4	31	.	.	PUNCT
american_scientific_journal-2814	5	1	the	the	DET
american_scientific_journal-2814	5	2	results	result	NOUN
american_scientific_journal-2814	5	3	of	of	ADP
american_scientific_journal-2814	5	4	ann	ann	PROPN
american_scientific_journal-2814	5	5	and	and	CCONJ
american_scientific_journal-2814	5	6	svm	svm	ADJ
american_scientific_journal-2814	5	7	models	model	NOUN
american_scientific_journal-2814	5	8	are	be	AUX
american_scientific_journal-2814	5	9	compared	compare	VERB
american_scientific_journal-2814	5	10	on	on	ADP
american_scientific_journal-2814	5	11	basis	basis	NOUN
american_scientific_journal-2814	5	12	of	of	ADP
american_scientific_journal-2814	5	13	determination	determination	NOUN
american_scientific_journal-2814	5	14	coefficient	coefficient	NOUN
american_scientific_journal-2814	5	15	(	(	PUNCT
american_scientific_journal-2814	5	16	r2	r2	PROPN
american_scientific_journal-2814	5	17	)	)	PUNCT
american_scientific_journal-2814	5	18	,	,	PUNCT
american_scientific_journal-2814	5	19	root	root	NOUN
american_scientific_journal-2814	5	20	mean	mean	VERB
american_scientific_journal-2814	5	21	square	square	ADJ
american_scientific_journal-2814	5	22	error	error	NOUN
american_scientific_journal-2814	5	23	(	(	PUNCT
american_scientific_journal-2814	5	24	rmse	rmse	NOUN
american_scientific_journal-2814	5	25	)	)	PUNCT
american_scientific_journal-2814	5	26	and	and	CCONJ
american_scientific_journal-2814	5	27	mean	mean	VERB
american_scientific_journal-2814	5	28	absolute	absolute	ADJ
american_scientific_journal-2814	5	29	error	error	NOUN
american_scientific_journal-2814	5	30	(	(	PUNCT
american_scientific_journal-2814	5	31	mae	mae	PROPN
american_scientific_journal-2814	5	32	)	)	PUNCT
american_scientific_journal-2814	5	33	to	to	PART
american_scientific_journal-2814	5	34	evaluate	evaluate	VERB
american_scientific_journal-2814	5	35	the	the	DET
american_scientific_journal-2814	5	36	performance	performance	NOUN
american_scientific_journal-2814	5	37	of	of	ADP
american_scientific_journal-2814	5	38	the	the	DET
american_scientific_journal-2814	5	39	applied	apply	VERB
american_scientific_journal-2814	5	40	models	model	NOUN
american_scientific_journal-2814	5	41	.	.	PUNCT
american_scientific_journal-2814	6	1	comparison	comparison	NOUN
american_scientific_journal-2814	6	2	of	of	ADP
american_scientific_journal-2814	6	3	results	result	NOUN
american_scientific_journal-2814	6	4	indicates	indicate	VERB
american_scientific_journal-2814	6	5	that	that	SCONJ
american_scientific_journal-2814	6	6	the	the	DET
american_scientific_journal-2814	6	7	svm	svm	ADJ
american_scientific_journal-2814	6	8	models	model	NOUN
american_scientific_journal-2814	6	9	with	with	ADP
american_scientific_journal-2814	6	10	rmse	rmse	NOUN
american_scientific_journal-2814	6	11	=	=	SYM
american_scientific_journal-2814	6	12	147.01	147.01	NUM
american_scientific_journal-2814	6	13	m3	m3	PROPN
american_scientific_journal-2814	6	14	/	/	SYM
american_scientific_journal-2814	6	15	s	s	PROPN
american_scientific_journal-2814	6	16	,	,	PUNCT
american_scientific_journal-2814	6	17	mae	mae	PROPN
american_scientific_journal-2814	6	18	=	=	PROPN
american_scientific_journal-2814	6	19	86.68	86.68	NUM
american_scientific_journal-2814	6	20	m3	m3	PROPN
american_scientific_journal-2814	6	21	/	/	SYM
american_scientific_journal-2814	6	22	s	s	PROPN
american_scientific_journal-2814	6	23	and	and	CCONJ
american_scientific_journal-2814	6	24	r2	r2	PROPN
american_scientific_journal-2814	6	25	=	=	PROPN
american_scientific_journal-2814	6	26	0.872	0.872	NUM
american_scientific_journal-2814	6	27	in	in	ADP
american_scientific_journal-2814	6	28	test	test	NOUN
american_scientific_journal-2814	6	29	period	period	NOUN
american_scientific_journal-2814	6	30	is	be	AUX
american_scientific_journal-2814	6	31	superior	superior	ADJ
american_scientific_journal-2814	6	32	in	in	ADP
american_scientific_journal-2814	6	33	forecasting	forecast	VERB
american_scientific_journal-2814	6	34	monthly	monthly	ADJ
american_scientific_journal-2814	6	35	streamflows	streamflow	NOUN
american_scientific_journal-2814	6	36	than	than	ADP
american_scientific_journal-2814	6	37	the	the	DET
american_scientific_journal-2814	6	38	ann	ann	PROPN
american_scientific_journal-2814	6	39	models	model	NOUN
american_scientific_journal-2814	6	40	with	with	ADP
american_scientific_journal-2814	6	41	rmse	rmse	ADJ
american_scientific_journal-2814	6	42	=	=	PROPN
american_scientific_journal-2814	6	43	161.59	161.59	NUM
american_scientific_journal-2814	6	44	m3	m3	PROPN
american_scientific_journal-2814	6	45	/	/	SYM
american_scientific_journal-2814	6	46	s	s	PROPN
american_scientific_journal-2814	6	47	,	,	PUNCT
american_scientific_journal-2814	6	48	mae	mae	PROPN
american_scientific_journal-2814	6	49	=	=	PROPN
american_scientific_journal-2814	6	50	94.87	94.87	NUM
american_scientific_journal-2814	6	51	m3	m3	PROPN
american_scientific_journal-2814	6	52	/	/	SYM
american_scientific_journal-2814	6	53	s	s	PROPN
american_scientific_journal-2814	6	54	and	and	CCONJ
american_scientific_journal-2814	6	55	r2	r2	PROPN
american_scientific_journal-2814	6	56	=	=	PUNCT
american_scientific_journal-2814	6	57	0.869	0.869	NUM
american_scientific_journal-2814	6	58	,	,	PUNCT
american_scientific_journal-2814	6	59	respectively	respectively	ADV
american_scientific_journal-2814	6	60	.	.	PUNCT
american_scientific_journal-2814	7	1	it	it	PRON
american_scientific_journal-2814	7	2	is	be	AUX
american_scientific_journal-2814	7	3	found	find	VERB
american_scientific_journal-2814	7	4	that	that	SCONJ
american_scientific_journal-2814	7	5	svm	svm	ADJ
american_scientific_journal-2814	7	6	models	model	NOUN
american_scientific_journal-2814	7	7	can	can	AUX
american_scientific_journal-2814	7	8	be	be	AUX
american_scientific_journal-2814	7	9	successfully	successfully	ADV
american_scientific_journal-2814	7	10	used	use	VERB
american_scientific_journal-2814	7	11	in	in	ADP
american_scientific_journal-2814	7	12	predicting	predict	VERB
american_scientific_journal-2814	7	13	monthly	monthly	ADJ
american_scientific_journal-2814	7	14	streamflows	streamflow	NOUN
american_scientific_journal-2814	7	15	.	.	PUNCT
american_scientific_journal-2814	8	1	keywords	keyword	NOUN
american_scientific_journal-2814	8	2	:	:	PUNCT
american_scientific_journal-2814	9	1	streamflow	streamflow	NOUN
american_scientific_journal-2814	9	2	;	;	PUNCT
american_scientific_journal-2814	9	3	soft	soft	ADJ
american_scientific_journal-2814	9	4	computing	computing	NOUN
american_scientific_journal-2814	9	5	models	model	NOUN
american_scientific_journal-2814	9	6	;	;	PUNCT
american_scientific_journal-2814	9	7	ann	ann	PROPN
american_scientific_journal-2814	9	8	;	;	PUNCT
american_scientific_journal-2814	9	9	svm	svm	PROPN
american_scientific_journal-2814	9	10	.	.	PROPN
american_scientific_journal-2814	9	11	1	1	NUM
american_scientific_journal-2814	9	12	.	.	PUNCT
american_scientific_journal-2814	9	13	introduction	introduction	NOUN
american_scientific_journal-2814	9	14	water	water	NOUN
american_scientific_journal-2814	9	15	scarcity	scarcity	NOUN
american_scientific_journal-2814	9	16	,	,	PUNCT
american_scientific_journal-2814	9	17	high	high	ADJ
american_scientific_journal-2814	9	18	demand	demand	NOUN
american_scientific_journal-2814	9	19	of	of	ADP
american_scientific_journal-2814	9	20	electricity	electricity	NOUN
american_scientific_journal-2814	9	21	consumption	consumption	NOUN
american_scientific_journal-2814	9	22	,	,	PUNCT
american_scientific_journal-2814	9	23	water	water	NOUN
american_scientific_journal-2814	9	24	requirement	requirement	NOUN
american_scientific_journal-2814	9	25	for	for	ADP
american_scientific_journal-2814	9	26	the	the	DET
american_scientific_journal-2814	9	27	irrigation	irrigation	NOUN
american_scientific_journal-2814	9	28	and	and	CCONJ
american_scientific_journal-2814	9	29	the	the	DET
american_scientific_journal-2814	9	30	drinking	drinking	NOUN
american_scientific_journal-2814	9	31	purposes	purpose	NOUN
american_scientific_journal-2814	9	32	are	be	AUX
american_scientific_journal-2814	9	33	the	the	DET
american_scientific_journal-2814	9	34	key	key	ADJ
american_scientific_journal-2814	9	35	factors	factor	NOUN
american_scientific_journal-2814	9	36	that	that	PRON
american_scientific_journal-2814	9	37	compelled	compel	VERB
american_scientific_journal-2814	9	38	researchers	researcher	NOUN
american_scientific_journal-2814	9	39	to	to	PART
american_scientific_journal-2814	9	40	predict	predict	VERB
american_scientific_journal-2814	9	41	streamflow	streamflow	NOUN
american_scientific_journal-2814	9	42	precisely	precisely	ADV
american_scientific_journal-2814	9	43	for	for	ADP
american_scientific_journal-2814	9	44	efficient	efficient	ADJ
american_scientific_journal-2814	9	45	usage	usage	NOUN
american_scientific_journal-2814	9	46	of	of	ADP
american_scientific_journal-2814	9	47	water	water	NOUN
american_scientific_journal-2814	9	48	resources	resource	NOUN
american_scientific_journal-2814	9	49	.	.	PUNCT
american_scientific_journal-2814	10	1	-----------------------------------------------------------------------	-----------------------------------------------------------------------	PUNCT
american_scientific_journal-2814	11	1	*	*	PUNCT
american_scientific_journal-2814	11	2	corresponding	correspond	VERB
american_scientific_journal-2814	11	3	author	author	NOUN
american_scientific_journal-2814	11	4	.	.	PUNCT
american_scientific_journal-2814	12	1	http://asrjetsjournal.org/	http://asrjetsjournal.org/	PROPN
american_scientific_journal-2814	12	2	american	american	PROPN
american_scientific_journal-2814	12	3	scientific	scientific	PROPN
american_scientific_journal-2814	12	4	research	research	NOUN
american_scientific_journal-2814	12	5	journal	journal	NOUN
american_scientific_journal-2814	12	6	for	for	ADP
american_scientific_journal-2814	12	7	engineering	engineering	NOUN
american_scientific_journal-2814	12	8	,	,	PUNCT
american_scientific_journal-2814	12	9	technology	technology	NOUN
american_scientific_journal-2814	12	10	,	,	PUNCT
american_scientific_journal-2814	12	11	and	and	CCONJ
american_scientific_journal-2814	12	12	sciences	science	NOUN
american_scientific_journal-2814	12	13	(	(	PUNCT
american_scientific_journal-2814	12	14	asrjets	asrjet	NOUN
american_scientific_journal-2814	12	15	)	)	PUNCT
american_scientific_journal-2814	12	16	(	(	PUNCT
american_scientific_journal-2814	12	17	2017	2017	NUM
american_scientific_journal-2814	12	18	)	)	PUNCT
american_scientific_journal-2814	12	19	volume	volume	NOUN
american_scientific_journal-2814	12	20	29	29	NUM
american_scientific_journal-2814	12	21	,	,	PUNCT
american_scientific_journal-2814	12	22	no	no	DET
american_scientific_journal-2814	12	23	1	1	NUM
american_scientific_journal-2814	12	24	,	,	PUNCT
american_scientific_journal-2814	12	25	pp	pp	ADV
american_scientific_journal-2814	12	26	286	286	NUM
american_scientific_journal-2814	12	27	-	-	SYM
american_scientific_journal-2814	12	28	294	294	NUM
american_scientific_journal-2814	12	29	287	287	NUM
american_scientific_journal-2814	12	30	prediction	prediction	NOUN
american_scientific_journal-2814	12	31	of	of	ADP
american_scientific_journal-2814	12	32	streamflow	streamflow	PROPN
american_scientific_journal-2814	12	33	plays	play	VERB
american_scientific_journal-2814	12	34	a	a	DET
american_scientific_journal-2814	12	35	key	key	ADJ
american_scientific_journal-2814	12	36	role	role	NOUN
american_scientific_journal-2814	12	37	in	in	ADP
american_scientific_journal-2814	12	38	economic	economic	ADJ
american_scientific_journal-2814	12	39	development	development	NOUN
american_scientific_journal-2814	12	40	of	of	ADP
american_scientific_journal-2814	12	41	a	a	DET
american_scientific_journal-2814	12	42	catchment	catchment	NOUN
american_scientific_journal-2814	12	43	.	.	PUNCT
american_scientific_journal-2814	13	1	traditionally	traditionally	ADV
american_scientific_journal-2814	13	2	,	,	PUNCT
american_scientific_journal-2814	13	3	streamflow	streamflow	ADJ
american_scientific_journal-2814	13	4	prediction	prediction	NOUN
american_scientific_journal-2814	13	5	of	of	ADP
american_scientific_journal-2814	13	6	a	a	DET
american_scientific_journal-2814	13	7	river	river	NOUN
american_scientific_journal-2814	13	8	basin	basin	NOUN
american_scientific_journal-2814	13	9	is	be	AUX
american_scientific_journal-2814	13	10	performed	perform	VERB
american_scientific_journal-2814	13	11	using	use	VERB
american_scientific_journal-2814	13	12	physical	physical	ADJ
american_scientific_journal-2814	13	13	and	and	CCONJ
american_scientific_journal-2814	13	14	conceptual	conceptual	ADJ
american_scientific_journal-2814	13	15	based	base	VERB
american_scientific_journal-2814	13	16	models	model	NOUN
american_scientific_journal-2814	13	17	.	.	PUNCT
american_scientific_journal-2814	14	1	hydrological	hydrological	ADJ
american_scientific_journal-2814	14	2	models	model	NOUN
american_scientific_journal-2814	14	3	have	have	AUX
american_scientific_journal-2814	14	4	been	be	AUX
american_scientific_journal-2814	14	5	categorized	categorize	VERB
american_scientific_journal-2814	14	6	on	on	ADP
american_scientific_journal-2814	14	7	the	the	DET
american_scientific_journal-2814	14	8	basis	basis	NOUN
american_scientific_journal-2814	14	9	of	of	ADP
american_scientific_journal-2814	14	10	their	their	PRON
american_scientific_journal-2814	14	11	goals	goal	NOUN
american_scientific_journal-2814	14	12	and	and	CCONJ
american_scientific_journal-2814	14	13	their	their	PRON
american_scientific_journal-2814	14	14	structures	structure	NOUN
american_scientific_journal-2814	14	15	.	.	PUNCT
american_scientific_journal-2814	15	1	data	datum	NOUN
american_scientific_journal-2814	15	2	driven	drive	VERB
american_scientific_journal-2814	15	3	models	model	NOUN
american_scientific_journal-2814	15	4	extensively	extensively	ADV
american_scientific_journal-2814	15	5	used	use	VERB
american_scientific_journal-2814	15	6	to	to	PART
american_scientific_journal-2814	15	7	model	model	VERB
american_scientific_journal-2814	15	8	many	many	ADJ
american_scientific_journal-2814	15	9	variables	variable	NOUN
american_scientific_journal-2814	15	10	in	in	ADP
american_scientific_journal-2814	15	11	the	the	DET
american_scientific_journal-2814	15	12	field	field	NOUN
american_scientific_journal-2814	15	13	of	of	ADP
american_scientific_journal-2814	15	14	hydrology	hydrology	NOUN
american_scientific_journal-2814	15	15	,	,	PUNCT
american_scientific_journal-2814	15	16	such	such	ADJ
american_scientific_journal-2814	15	17	as	as	ADP
american_scientific_journal-2814	15	18	prediction	prediction	NOUN
american_scientific_journal-2814	15	19	of	of	ADP
american_scientific_journal-2814	15	20	extreme	extreme	ADJ
american_scientific_journal-2814	15	21	events	event	NOUN
american_scientific_journal-2814	15	22	(	(	PUNCT
american_scientific_journal-2814	15	23	e.g.	e.g.	ADV
american_scientific_journal-2814	15	24	peak	peak	NOUN
american_scientific_journal-2814	15	25	and	and	CCONJ
american_scientific_journal-2814	15	26	low	low	ADJ
american_scientific_journal-2814	15	27	flows	flow	NOUN
american_scientific_journal-2814	15	28	)	)	PUNCT
american_scientific_journal-2814	15	29	,	,	PUNCT
american_scientific_journal-2814	15	30	streamflow	streamflow	NOUN
american_scientific_journal-2814	15	31	or	or	CCONJ
american_scientific_journal-2814	15	32	suspended	suspend	VERB
american_scientific_journal-2814	15	33	sediment	sediment	NOUN
american_scientific_journal-2814	15	34	forecasting	forecasting	NOUN
american_scientific_journal-2814	15	35	,	,	PUNCT
american_scientific_journal-2814	15	36	reservoir	reservoir	PROPN
american_scientific_journal-2814	15	37	inflow	inflow	PROPN
american_scientific_journal-2814	15	38	forecasting	forecasting	NOUN
american_scientific_journal-2814	15	39	,	,	PUNCT
american_scientific_journal-2814	15	40	precipitation	precipitation	NOUN
american_scientific_journal-2814	15	41	or	or	CCONJ
american_scientific_journal-2814	15	42	temperature	temperature	NOUN
american_scientific_journal-2814	15	43	prediction	prediction	NOUN
american_scientific_journal-2814	15	44	,	,	PUNCT
american_scientific_journal-2814	15	45	evaporation	evaporation	NOUN
american_scientific_journal-2814	15	46	or	or	CCONJ
american_scientific_journal-2814	15	47	groundwater	groundwater	NOUN
american_scientific_journal-2814	15	48	or	or	CCONJ
american_scientific_journal-2814	15	49	water	water	NOUN
american_scientific_journal-2814	15	50	quality	quality	NOUN
american_scientific_journal-2814	15	51	forecasting	forecasting	NOUN
american_scientific_journal-2814	15	52	and	and	CCONJ
american_scientific_journal-2814	15	53	rainfall	rainfall	NOUN
american_scientific_journal-2814	15	54	runoff	runoff	NOUN
american_scientific_journal-2814	15	55	modeling	modeling	NOUN
american_scientific_journal-2814	15	56	.	.	PUNCT
american_scientific_journal-2814	16	1	artificial	artificial	ADJ
american_scientific_journal-2814	16	2	neural	neural	ADJ
american_scientific_journal-2814	16	3	network	network	NOUN
american_scientific_journal-2814	16	4	(	(	PUNCT
american_scientific_journal-2814	16	5	ann	ann	PROPN
american_scientific_journal-2814	16	6	)	)	PUNCT
american_scientific_journal-2814	16	7	and	and	CCONJ
american_scientific_journal-2814	16	8	support	support	VERB
american_scientific_journal-2814	16	9	vector	vector	NOUN
american_scientific_journal-2814	16	10	machine	machine	NOUN
american_scientific_journal-2814	16	11	(	(	PUNCT
american_scientific_journal-2814	16	12	svm	svm	PROPN
american_scientific_journal-2814	16	13	)	)	PUNCT
american_scientific_journal-2814	16	14	are	be	AUX
american_scientific_journal-2814	16	15	most	most	ADV
american_scientific_journal-2814	16	16	popular	popular	ADJ
american_scientific_journal-2814	16	17	and	and	CCONJ
american_scientific_journal-2814	16	18	extensively	extensively	ADV
american_scientific_journal-2814	16	19	used	use	VERB
american_scientific_journal-2814	16	20	data	datum	NOUN
american_scientific_journal-2814	16	21	driven	drive	VERB
american_scientific_journal-2814	16	22	models	model	NOUN
american_scientific_journal-2814	16	23	.	.	PUNCT
american_scientific_journal-2814	17	1	these	these	DET
american_scientific_journal-2814	17	2	models	model	NOUN
american_scientific_journal-2814	17	3	have	have	VERB
american_scientific_journal-2814	17	4	ability	ability	NOUN
american_scientific_journal-2814	17	5	to	to	PART
american_scientific_journal-2814	17	6	incorporate	incorporate	VERB
american_scientific_journal-2814	17	7	the	the	DET
american_scientific_journal-2814	17	8	nonlinear	nonlinear	ADJ
american_scientific_journal-2814	17	9	behavior	behavior	NOUN
american_scientific_journal-2814	17	10	of	of	ADP
american_scientific_journal-2814	17	11	hydrological	hydrological	ADJ
american_scientific_journal-2814	17	12	time	time	NOUN
american_scientific_journal-2814	17	13	series.there	series.there	PRON
american_scientific_journal-2814	17	14	is	be	AUX
american_scientific_journal-2814	17	15	a	a	DET
american_scientific_journal-2814	17	16	plethora	plethora	NOUN
american_scientific_journal-2814	17	17	of	of	ADP
american_scientific_journal-2814	17	18	literature	literature	NOUN
american_scientific_journal-2814	17	19	on	on	ADP
american_scientific_journal-2814	17	20	ann	ann	PROPN
american_scientific_journal-2814	17	21	model	model	PROPN
american_scientific_journal-2814	17	22	’s	’s	PART
american_scientific_journal-2814	17	23	applications	application	NOUN
american_scientific_journal-2814	17	24	in	in	ADP
american_scientific_journal-2814	17	25	the	the	DET
american_scientific_journal-2814	17	26	field	field	NOUN
american_scientific_journal-2814	17	27	of	of	ADP
american_scientific_journal-2814	17	28	hydrology	hydrology	NOUN
american_scientific_journal-2814	17	29	.	.	PUNCT
american_scientific_journal-2814	18	1	many	many	ADJ
american_scientific_journal-2814	18	2	researchers	researcher	NOUN
american_scientific_journal-2814	18	3	used	use	VERB
american_scientific_journal-2814	18	4	ann	ann	PROPN
american_scientific_journal-2814	18	5	models	model	NOUN
american_scientific_journal-2814	18	6	to	to	PART
american_scientific_journal-2814	18	7	model	model	VERB
american_scientific_journal-2814	18	8	different	different	ADJ
american_scientific_journal-2814	18	9	variables	variable	NOUN
american_scientific_journal-2814	18	10	in	in	ADP
american_scientific_journal-2814	18	11	the	the	DET
american_scientific_journal-2814	18	12	field	field	NOUN
american_scientific_journal-2814	18	13	of	of	ADP
american_scientific_journal-2814	18	14	water	water	NOUN
american_scientific_journal-2814	18	15	resources	resource	NOUN
american_scientific_journal-2814	18	16	.	.	PUNCT
american_scientific_journal-2814	19	1	thus	thus	ADV
american_scientific_journal-2814	19	2	,	,	PUNCT
american_scientific_journal-2814	19	3	a	a	DET
american_scientific_journal-2814	19	4	complete	complete	ADJ
american_scientific_journal-2814	19	5	review	review	NOUN
american_scientific_journal-2814	19	6	of	of	ADP
american_scientific_journal-2814	19	7	all	all	DET
american_scientific_journal-2814	19	8	those	those	DET
american_scientific_journal-2814	19	9	application	application	NOUN
american_scientific_journal-2814	19	10	in	in	ADP
american_scientific_journal-2814	19	11	this	this	DET
american_scientific_journal-2814	19	12	paper	paper	NOUN
american_scientific_journal-2814	19	13	is	be	AUX
american_scientific_journal-2814	19	14	not	not	PART
american_scientific_journal-2814	19	15	possible	possible	ADJ
american_scientific_journal-2814	19	16	.	.	PUNCT
american_scientific_journal-2814	20	1	ann	ann	PROPN
american_scientific_journal-2814	20	2	is	be	AUX
american_scientific_journal-2814	20	3	selected	select	VERB
american_scientific_journal-2814	20	4	in	in	ADP
american_scientific_journal-2814	20	5	this	this	DET
american_scientific_journal-2814	20	6	study	study	NOUN
american_scientific_journal-2814	20	7	due	due	ADP
american_scientific_journal-2814	20	8	to	to	ADP
american_scientific_journal-2814	20	9	its	its	PRON
american_scientific_journal-2814	20	10	better	well	ADJ
american_scientific_journal-2814	20	11	performance	performance	NOUN
american_scientific_journal-2814	20	12	over	over	ADP
american_scientific_journal-2814	20	13	conventional	conventional	ADJ
american_scientific_journal-2814	20	14	data	datum	NOUN
american_scientific_journal-2814	20	15	driven	drive	VERB
american_scientific_journal-2814	20	16	models	model	NOUN
american_scientific_journal-2814	20	17	in	in	ADP
american_scientific_journal-2814	20	18	the	the	DET
american_scientific_journal-2814	20	19	field	field	NOUN
american_scientific_journal-2814	20	20	of	of	ADP
american_scientific_journal-2814	20	21	hydrology	hydrology	NOUN
american_scientific_journal-2814	20	22	[	[	X
american_scientific_journal-2814	20	23	1	1	NUM
american_scientific_journal-2814	20	24	,	,	PUNCT
american_scientific_journal-2814	20	25	2	2	NUM
american_scientific_journal-2814	20	26	]	]	PUNCT
american_scientific_journal-2814	20	27	.	.	PUNCT
american_scientific_journal-2814	21	1	an	an	DET
american_scientific_journal-2814	21	2	ann	ann	PROPN
american_scientific_journal-2814	21	3	model	model	NOUN
american_scientific_journal-2814	21	4	is	be	AUX
american_scientific_journal-2814	21	5	applied	apply	VERB
american_scientific_journal-2814	21	6	to	to	PART
american_scientific_journal-2814	21	7	forecast	forecast	VERB
american_scientific_journal-2814	21	8	river	river	NOUN
american_scientific_journal-2814	21	9	flow	flow	NOUN
american_scientific_journal-2814	21	10	in	in	ADP
american_scientific_journal-2814	21	11	comparison	comparison	NOUN
american_scientific_journal-2814	21	12	of	of	ADP
american_scientific_journal-2814	21	13	an	an	DET
american_scientific_journal-2814	21	14	analytic	analytic	ADJ
american_scientific_journal-2814	21	15	power	power	NOUN
american_scientific_journal-2814	21	16	model	model	NOUN
american_scientific_journal-2814	21	17	[	[	X
american_scientific_journal-2814	21	18	3	3	NUM
american_scientific_journal-2814	21	19	]	]	PUNCT
american_scientific_journal-2814	21	20	.	.	PUNCT
american_scientific_journal-2814	22	1	they	they	PRON
american_scientific_journal-2814	22	2	found	find	VERB
american_scientific_journal-2814	22	3	the	the	DET
american_scientific_journal-2814	22	4	neural	neural	ADJ
american_scientific_journal-2814	22	5	network	network	NOUN
american_scientific_journal-2814	22	6	model	model	NOUN
american_scientific_journal-2814	22	7	perform	perform	VERB
american_scientific_journal-2814	22	8	better	well	ADJ
american_scientific_journal-2814	22	9	than	than	ADP
american_scientific_journal-2814	22	10	analytic	analytic	ADJ
american_scientific_journal-2814	22	11	power	power	NOUN
american_scientific_journal-2814	22	12	model	model	NOUN
american_scientific_journal-2814	22	13	.	.	PUNCT
american_scientific_journal-2814	23	1	a	a	DET
american_scientific_journal-2814	23	2	neural	neural	ADJ
american_scientific_journal-2814	23	3	network	network	NOUN
american_scientific_journal-2814	23	4	model	model	NOUN
american_scientific_journal-2814	23	5	is	be	AUX
american_scientific_journal-2814	23	6	utilized	utilize	VERB
american_scientific_journal-2814	23	7	to	to	PART
american_scientific_journal-2814	23	8	forecast	forecast	VERB
american_scientific_journal-2814	23	9	river	river	NOUN
american_scientific_journal-2814	23	10	discharges	discharge	NOUN
american_scientific_journal-2814	23	11	in	in	ADP
american_scientific_journal-2814	23	12	comparison	comparison	NOUN
american_scientific_journal-2814	23	13	of	of	ADP
american_scientific_journal-2814	23	14	a	a	DET
american_scientific_journal-2814	23	15	conventional	conventional	ADJ
american_scientific_journal-2814	23	16	method	method	NOUN
american_scientific_journal-2814	23	17	[	[	X
american_scientific_journal-2814	23	18	4	4	NUM
american_scientific_journal-2814	23	19	]	]	PUNCT
american_scientific_journal-2814	23	20	.	.	PUNCT
american_scientific_journal-2814	24	1	they	they	PRON
american_scientific_journal-2814	24	2	found	find	VERB
american_scientific_journal-2814	24	3	that	that	SCONJ
american_scientific_journal-2814	24	4	ann	ann	PROPN
american_scientific_journal-2814	24	5	prediction	prediction	NOUN
american_scientific_journal-2814	24	6	results	result	NOUN
american_scientific_journal-2814	24	7	were	be	AUX
american_scientific_journal-2814	24	8	better	well	ADJ
american_scientific_journal-2814	24	9	than	than	ADP
american_scientific_journal-2814	24	10	the	the	DET
american_scientific_journal-2814	24	11	conventional	conventional	ADJ
american_scientific_journal-2814	24	12	model	model	NOUN
american_scientific_journal-2814	24	13	.	.	PUNCT
american_scientific_journal-2814	25	1	daily	daily	PROPN
american_scientific_journal-2814	25	2	river	river	PROPN
american_scientific_journal-2814	25	3	flows	flow	NOUN
american_scientific_journal-2814	25	4	were	be	AUX
american_scientific_journal-2814	25	5	predicted	predict	VERB
american_scientific_journal-2814	25	6	by	by	ADP
american_scientific_journal-2814	25	7	using	use	VERB
american_scientific_journal-2814	25	8	neural	neural	ADJ
american_scientific_journal-2814	25	9	network	network	NOUN
american_scientific_journal-2814	25	10	mode	mode	NOUN
american_scientific_journal-2814	26	1	[	[	X
american_scientific_journal-2814	26	2	5	5	NUM
american_scientific_journal-2814	26	3	]	]	PUNCT
american_scientific_journal-2814	26	4	.	.	PUNCT
american_scientific_journal-2814	27	1	ann	ann	PROPN
american_scientific_journal-2814	27	2	models	model	NOUN
american_scientific_journal-2814	27	3	were	be	AUX
american_scientific_journal-2814	27	4	utilized	utilize	VERB
american_scientific_journal-2814	27	5	in	in	ADP
american_scientific_journal-2814	27	6	monthly	monthly	ADJ
american_scientific_journal-2814	27	7	river	river	NOUN
american_scientific_journal-2814	27	8	discharges	discharge	NOUN
american_scientific_journal-2814	27	9	prediction	prediction	NOUN
american_scientific_journal-2814	27	10	in	in	ADP
american_scientific_journal-2814	27	11	comparison	comparison	NOUN
american_scientific_journal-2814	27	12	of	of	ADP
american_scientific_journal-2814	27	13	conventional	conventional	ADJ
american_scientific_journal-2814	27	14	statistical	statistical	ADJ
american_scientific_journal-2814	27	15	model	model	NOUN
american_scientific_journal-2814	27	16	[	[	X
american_scientific_journal-2814	27	17	6	6	NUM
american_scientific_journal-2814	27	18	]	]	PUNCT
american_scientific_journal-2814	27	19	.	.	PUNCT
american_scientific_journal-2814	28	1	he	he	PRON
american_scientific_journal-2814	28	2	explored	explore	VERB
american_scientific_journal-2814	28	3	that	that	SCONJ
american_scientific_journal-2814	28	4	ann	ann	PROPN
american_scientific_journal-2814	28	5	model	model	NOUN
american_scientific_journal-2814	28	6	outperformed	outperform	VERB
american_scientific_journal-2814	28	7	the	the	DET
american_scientific_journal-2814	28	8	statistical	statistical	ADJ
american_scientific_journal-2814	28	9	model	model	NOUN
american_scientific_journal-2814	28	10	in	in	ADP
american_scientific_journal-2814	28	11	predicting	predict	VERB
american_scientific_journal-2814	28	12	streamflow	streamflow	NOUN
american_scientific_journal-2814	28	13	.	.	PUNCT
american_scientific_journal-2814	29	1	different	different	ADJ
american_scientific_journal-2814	29	2	artificial	artificial	ADJ
american_scientific_journal-2814	29	3	neural	neural	ADJ
american_scientific_journal-2814	29	4	network	network	NOUN
american_scientific_journal-2814	29	5	models	model	NOUN
american_scientific_journal-2814	29	6	were	be	AUX
american_scientific_journal-2814	29	7	applied	apply	VERB
american_scientific_journal-2814	29	8	in	in	ADP
american_scientific_journal-2814	29	9	comparison	comparison	NOUN
american_scientific_journal-2814	29	10	of	of	ADP
american_scientific_journal-2814	29	11	conventional	conventional	ADJ
american_scientific_journal-2814	29	12	statistical	statistical	ADJ
american_scientific_journal-2814	29	13	model	model	NOUN
american_scientific_journal-2814	29	14	to	to	PART
american_scientific_journal-2814	29	15	predict	predict	VERB
american_scientific_journal-2814	29	16	the	the	DET
american_scientific_journal-2814	29	17	streamflow	streamflow	NOUN
american_scientific_journal-2814	29	18	at	at	ADP
american_scientific_journal-2814	29	19	the	the	DET
american_scientific_journal-2814	29	20	jinsha	jinsha	PROPN
american_scientific_journal-2814	29	21	river	river	PROPN
american_scientific_journal-2814	29	22	basin	basin	NOUN
american_scientific_journal-2814	29	23	,	,	PUNCT
american_scientific_journal-2814	29	24	china	china	PROPN
american_scientific_journal-2814	30	1	[	[	X
american_scientific_journal-2814	30	2	7	7	NUM
american_scientific_journal-2814	30	3	]	]	PUNCT
american_scientific_journal-2814	30	4	.	.	PUNCT
american_scientific_journal-2814	31	1	they	they	PRON
american_scientific_journal-2814	31	2	found	find	VERB
american_scientific_journal-2814	31	3	that	that	SCONJ
american_scientific_journal-2814	31	4	the	the	DET
american_scientific_journal-2814	31	5	ann	ann	PROPN
american_scientific_journal-2814	31	6	models	model	NOUN
american_scientific_journal-2814	31	7	performed	perform	VERB
american_scientific_journal-2814	31	8	better	well	ADV
american_scientific_journal-2814	31	9	than	than	ADP
american_scientific_journal-2814	31	10	statistical	statistical	ADJ
american_scientific_journal-2814	31	11	model	model	NOUN
american_scientific_journal-2814	31	12	.	.	PUNCT
american_scientific_journal-2814	32	1	cigizoglu	cigizoglu	PROPN
american_scientific_journal-2814	32	2	and	and	CCONJ
american_scientific_journal-2814	32	3	kisi	kisi	X
american_scientific_journal-2814	33	1	[	[	X
american_scientific_journal-2814	33	2	8	8	NUM
american_scientific_journal-2814	33	3	]	]	PUNCT
american_scientific_journal-2814	33	4	predicted	predict	VERB
american_scientific_journal-2814	33	5	daily	daily	ADJ
american_scientific_journal-2814	33	6	streamflow	streamflow	NOUN
american_scientific_journal-2814	33	7	by	by	ADP
american_scientific_journal-2814	33	8	using	use	VERB
american_scientific_journal-2814	33	9	ann	ann	PROPN
american_scientific_journal-2814	33	10	models	model	NOUN
american_scientific_journal-2814	33	11	with	with	ADP
american_scientific_journal-2814	33	12	different	different	ADJ
american_scientific_journal-2814	33	13	training	training	NOUN
american_scientific_journal-2814	33	14	algorithms	algorithm	NOUN
american_scientific_journal-2814	33	15	.	.	PUNCT
american_scientific_journal-2814	34	1	in	in	ADP
american_scientific_journal-2814	34	2	the	the	DET
american_scientific_journal-2814	34	3	last	last	ADJ
american_scientific_journal-2814	34	4	decade	decade	NOUN
american_scientific_journal-2814	34	5	,	,	PUNCT
american_scientific_journal-2814	34	6	support	support	NOUN
american_scientific_journal-2814	34	7	vector	vector	NOUN
american_scientific_journal-2814	34	8	machine	machine	NOUN
american_scientific_journal-2814	34	9	(	(	PUNCT
american_scientific_journal-2814	34	10	svm	svm	PROPN
american_scientific_journal-2814	34	11	)	)	PUNCT
american_scientific_journal-2814	34	12	which	which	PRON
american_scientific_journal-2814	34	13	is	be	AUX
american_scientific_journal-2814	34	14	one	one	NUM
american_scientific_journal-2814	34	15	of	of	ADP
american_scientific_journal-2814	34	16	the	the	DET
american_scientific_journal-2814	34	17	soft	soft	ADJ
american_scientific_journal-2814	34	18	computational	computational	ADJ
american_scientific_journal-2814	34	19	techniques	technique	NOUN
american_scientific_journal-2814	34	20	has	have	AUX
american_scientific_journal-2814	34	21	been	be	AUX
american_scientific_journal-2814	34	22	successfully	successfully	ADV
american_scientific_journal-2814	34	23	used	use	VERB
american_scientific_journal-2814	34	24	in	in	ADP
american_scientific_journal-2814	34	25	hydrology	hydrology	NOUN
american_scientific_journal-2814	34	26	and	and	CCONJ
american_scientific_journal-2814	34	27	proved	prove	VERB
american_scientific_journal-2814	34	28	as	as	ADP
american_scientific_journal-2814	34	29	a	a	DET
american_scientific_journal-2814	34	30	better	well	ADJ
american_scientific_journal-2814	34	31	alternative	alternative	NOUN
american_scientific_journal-2814	34	32	to	to	PART
american_scientific_journal-2814	34	33	overcome	overcome	VERB
american_scientific_journal-2814	34	34	some	some	PRON
american_scientific_journal-2814	34	35	of	of	ADP
american_scientific_journal-2814	34	36	the	the	DET
american_scientific_journal-2814	34	37	basic	basic	ADJ
american_scientific_journal-2814	34	38	lacunae	lacunae	NOUN
american_scientific_journal-2814	34	39	in	in	ADP
american_scientific_journal-2814	34	40	application	application	NOUN
american_scientific_journal-2814	34	41	of	of	ADP
american_scientific_journal-2814	34	42	ann	ann	PROPN
american_scientific_journal-2814	34	43	models	model	NOUN
american_scientific_journal-2814	34	44	.	.	PUNCT
american_scientific_journal-2814	35	1	khan	khan	PROPN
american_scientific_journal-2814	35	2	and	and	CCONJ
american_scientific_journal-2814	35	3	coulibaly	coulibaly	NOUN
american_scientific_journal-2814	35	4	[	[	X
american_scientific_journal-2814	35	5	9	9	NUM
american_scientific_journal-2814	35	6	]	]	PUNCT
american_scientific_journal-2814	35	7	used	use	VERB
american_scientific_journal-2814	35	8	svm	svm	PROPN
american_scientific_journal-2814	35	9	models	model	NOUN
american_scientific_journal-2814	35	10	to	to	PART
american_scientific_journal-2814	35	11	predict	predict	VERB
american_scientific_journal-2814	35	12	lake	lake	NOUN
american_scientific_journal-2814	35	13	water	water	PROPN
american_scientific_journal-2814	35	14	levels	level	NOUN
american_scientific_journal-2814	35	15	in	in	ADP
american_scientific_journal-2814	35	16	comparison	comparison	NOUN
american_scientific_journal-2814	35	17	of	of	ADP
american_scientific_journal-2814	35	18	multilayer	multilayer	ADJ
american_scientific_journal-2814	35	19	perceptron	perceptron	PROPN
american_scientific_journal-2814	35	20	(	(	PUNCT
american_scientific_journal-2814	35	21	mlp	mlp	PROPN
american_scientific_journal-2814	35	22	)	)	PUNCT
american_scientific_journal-2814	35	23	and	and	CCONJ
american_scientific_journal-2814	35	24	multiplicative	multiplicative	ADJ
american_scientific_journal-2814	35	25	seasonal	seasonal	ADJ
american_scientific_journal-2814	35	26	autoregressive	autoregressive	ADJ
american_scientific_journal-2814	35	27	model	model	NOUN
american_scientific_journal-2814	35	28	(	(	PUNCT
american_scientific_journal-2814	35	29	sar	sar	NOUN
american_scientific_journal-2814	35	30	)	)	PUNCT
american_scientific_journal-2814	35	31	.	.	PUNCT
american_scientific_journal-2814	36	1	they	they	PRON
american_scientific_journal-2814	36	2	found	find	VERB
american_scientific_journal-2814	36	3	that	that	SCONJ
american_scientific_journal-2814	36	4	svm	svm	ADJ
american_scientific_journal-2814	36	5	prediction	prediction	NOUN
american_scientific_journal-2814	36	6	accuracy	accuracy	NOUN
american_scientific_journal-2814	36	7	is	be	AUX
american_scientific_journal-2814	36	8	better	well	ADJ
american_scientific_journal-2814	36	9	than	than	ADP
american_scientific_journal-2814	36	10	the	the	DET
american_scientific_journal-2814	36	11	other	other	ADJ
american_scientific_journal-2814	36	12	two	two	NUM
american_scientific_journal-2814	36	13	models	model	NOUN
american_scientific_journal-2814	36	14	for	for	ADP
american_scientific_journal-2814	36	15	multi	multi	ADJ
american_scientific_journal-2814	36	16	month	month	NOUN
american_scientific_journal-2814	36	17	ahead	ahead	ADV
american_scientific_journal-2814	36	18	streamflow	streamflow	PROPN
american_scientific_journal-2814	36	19	prediction	prediction	NOUN
american_scientific_journal-2814	36	20	.	.	PUNCT
american_scientific_journal-2814	37	1	svm	svm	PROPN
american_scientific_journal-2814	37	2	model	model	NOUN
american_scientific_journal-2814	37	3	was	be	AUX
american_scientific_journal-2814	37	4	applied	apply	VERB
american_scientific_journal-2814	37	5	to	to	PART
american_scientific_journal-2814	37	6	forecast	forecast	VERB
american_scientific_journal-2814	37	7	long	long	ADJ
american_scientific_journal-2814	37	8	-	-	PUNCT
american_scientific_journal-2814	37	9	term	term	NOUN
american_scientific_journal-2814	37	10	streamflow	streamflow	NOUN
american_scientific_journal-2814	37	11	[	[	X
american_scientific_journal-2814	37	12	10	10	NUM
american_scientific_journal-2814	37	13	]	]	PUNCT
american_scientific_journal-2814	37	14	.	.	PUNCT
american_scientific_journal-2814	38	1	the	the	DET
american_scientific_journal-2814	38	2	river	river	NOUN
american_scientific_journal-2814	38	3	stage	stage	NOUN
american_scientific_journal-2814	38	4	was	be	AUX
american_scientific_journal-2814	38	5	forecasted	forecast	VERB
american_scientific_journal-2814	38	6	by	by	ADP
american_scientific_journal-2814	38	7	using	use	VERB
american_scientific_journal-2814	38	8	the	the	DET
american_scientific_journal-2814	38	9	svm	svm	ADJ
american_scientific_journal-2814	38	10	model	model	NOUN
american_scientific_journal-2814	38	11	[	[	X
american_scientific_journal-2814	38	12	11	11	NUM
american_scientific_journal-2814	38	13	]	]	PUNCT
american_scientific_journal-2814	38	14	.	.	PUNCT
american_scientific_journal-2814	39	1	daily	daily	ADJ
american_scientific_journal-2814	39	2	suspended	suspend	VERB
american_scientific_journal-2814	39	3	sediments	sediment	NOUN
american_scientific_journal-2814	39	4	were	be	AUX
american_scientific_journal-2814	39	5	estimated	estimate	VERB
american_scientific_journal-2814	39	6	by	by	ADP
american_scientific_journal-2814	39	7	using	use	VERB
american_scientific_journal-2814	39	8	svm	svm	ADJ
american_scientific_journal-2814	39	9	model	model	NOUN
american_scientific_journal-2814	39	10	[	[	X
american_scientific_journal-2814	39	11	12	12	NUM
american_scientific_journal-2814	39	12	]	]	PUNCT
american_scientific_journal-2814	39	13	.	.	PUNCT
american_scientific_journal-2814	40	1	kisi	kisi	PROPN
american_scientific_journal-2814	40	2	and	and	CCONJ
american_scientific_journal-2814	40	3	cimen	ciman	NOUN
american_scientific_journal-2814	41	1	[	[	X
american_scientific_journal-2814	41	2	13	13	NUM
american_scientific_journal-2814	41	3	]	]	PUNCT
american_scientific_journal-2814	41	4	predicted	predict	VERB
american_scientific_journal-2814	41	5	daily	daily	ADJ
american_scientific_journal-2814	41	6	reference	reference	NOUN
american_scientific_journal-2814	41	7	evapotranspiration	evapotranspiration	NOUN
american_scientific_journal-2814	41	8	through	through	ADP
american_scientific_journal-2814	41	9	svm	svm	PROPN
american_scientific_journal-2814	41	10	model	model	NOUN
american_scientific_journal-2814	41	11	.	.	PUNCT
american_scientific_journal-2814	42	1	for	for	ADP
american_scientific_journal-2814	42	2	optimized	optimize	VERB
american_scientific_journal-2814	42	3	reservoir	reservoir	NOUN
american_scientific_journal-2814	42	4	operation	operation	NOUN
american_scientific_journal-2814	42	5	,	,	PUNCT
american_scientific_journal-2814	42	6	svm	svm	PROPN
american_scientific_journal-2814	42	7	model	model	NOUN
american_scientific_journal-2814	42	8	was	be	AUX
american_scientific_journal-2814	42	9	successfully	successfully	ADV
american_scientific_journal-2814	42	10	applied	apply	VERB
american_scientific_journal-2814	42	11	[	[	PUNCT
american_scientific_journal-2814	42	12	14	14	NUM
american_scientific_journal-2814	42	13	]	]	PUNCT
american_scientific_journal-2814	42	14	.	.	PUNCT
american_scientific_journal-2814	43	1	monthly	monthly	ADJ
american_scientific_journal-2814	43	2	streamflows	streamflow	NOUN
american_scientific_journal-2814	43	3	were	be	AUX
american_scientific_journal-2814	43	4	predicted	predict	VERB
american_scientific_journal-2814	43	5	by	by	ADP
american_scientific_journal-2814	43	6	using	use	VERB
american_scientific_journal-2814	43	7	svm	svm	ADJ
american_scientific_journal-2814	43	8	model	model	NOUN
american_scientific_journal-2814	43	9	[	[	X
american_scientific_journal-2814	43	10	15	15	NUM
american_scientific_journal-2814	43	11	]	]	PUNCT
american_scientific_journal-2814	43	12	.	.	PUNCT
american_scientific_journal-2814	44	1	in	in	ADP
american_scientific_journal-2814	44	2	precipitation	precipitation	NOUN
american_scientific_journal-2814	44	3	downscaling	downscaling	NOUN
american_scientific_journal-2814	44	4	problem	problem	NOUN
american_scientific_journal-2814	44	5	,	,	PUNCT
american_scientific_journal-2814	44	6	svm	svm	ADJ
american_scientific_journal-2814	44	7	model	model	NOUN
american_scientific_journal-2814	44	8	was	be	AUX
american_scientific_journal-2814	44	9	utilized	utilize	VERB
american_scientific_journal-2814	44	10	.	.	PUNCT
american_scientific_journal-2814	45	1	in	in	ADP
american_scientific_journal-2814	45	2	the	the	DET
american_scientific_journal-2814	45	3	literature	literature	NOUN
american_scientific_journal-2814	45	4	many	many	ADJ
american_scientific_journal-2814	45	5	researchers	researcher	NOUN
american_scientific_journal-2814	45	6	used	use	VERB
american_scientific_journal-2814	45	7	svm	svm	ADJ
american_scientific_journal-2814	45	8	models	model	NOUN
american_scientific_journal-2814	45	9	in	in	ADP
american_scientific_journal-2814	45	10	comparison	comparison	NOUN
american_scientific_journal-2814	45	11	of	of	ADP
american_scientific_journal-2814	45	12	ann	ann	PROPN
american_scientific_journal-2814	45	13	models	model	NOUN
american_scientific_journal-2814	45	14	.	.	PUNCT
american_scientific_journal-2814	46	1	guo	guo	PROPN
american_scientific_journal-2814	46	2	and	and	CCONJ
american_scientific_journal-2814	46	3	his	his	PRON
american_scientific_journal-2814	46	4	friends	friend	NOUN
american_scientific_journal-2814	47	1	[	[	X
american_scientific_journal-2814	47	2	16	16	NUM
american_scientific_journal-2814	47	3	]	]	PUNCT
american_scientific_journal-2814	47	4	predicted	predict	VERB
american_scientific_journal-2814	47	5	monthly	monthly	ADJ
american_scientific_journal-2814	47	6	river	river	NOUN
american_scientific_journal-2814	47	7	discharges	discharge	NOUN
american_scientific_journal-2814	47	8	.	.	PUNCT
american_scientific_journal-2814	48	1	they	they	PRON
american_scientific_journal-2814	48	2	explored	explore	VERB
american_scientific_journal-2814	48	3	that	that	SCONJ
american_scientific_journal-2814	48	4	the	the	DET
american_scientific_journal-2814	48	5	svm	svm	PROPN
american_scientific_journal-2814	48	6	outperformed	outperform	VERB
american_scientific_journal-2814	48	7	than	than	ADP
american_scientific_journal-2814	48	8	the	the	DET
american_scientific_journal-2814	48	9	ann	ann	PROPN
american_scientific_journal-2814	48	10	models	model	NOUN
american_scientific_journal-2814	48	11	.	.	PUNCT
american_scientific_journal-2814	49	1	the	the	DET
american_scientific_journal-2814	49	2	svm	svm	PROPN
american_scientific_journal-2814	49	3	model	model	NOUN
american_scientific_journal-2814	49	4	was	be	AUX
american_scientific_journal-2814	49	5	utilized	utilize	VERB
american_scientific_journal-2814	49	6	to	to	PART
american_scientific_journal-2814	49	7	estimate	estimate	VERB
american_scientific_journal-2814	49	8	the	the	DET
american_scientific_journal-2814	49	9	removal	removal	NOUN
american_scientific_journal-2814	49	10	efficiency	efficiency	NOUN
american_scientific_journal-2814	49	11	of	of	ADP
american_scientific_journal-2814	49	12	settling	settle	VERB
american_scientific_journal-2814	49	13	basins	basin	NOUN
american_scientific_journal-2814	49	14	in	in	ADP
american_scientific_journal-2814	49	15	canals	canal	NOUN
american_scientific_journal-2814	49	16	in	in	ADP
american_scientific_journal-2814	49	17	comparison	comparison	NOUN
american_scientific_journal-2814	49	18	of	of	ADP
american_scientific_journal-2814	49	19	ann	ann	PROPN
american_scientific_journal-2814	49	20	models	model	NOUN
american_scientific_journal-2814	49	21	[	[	X
american_scientific_journal-2814	49	22	17	17	NUM
american_scientific_journal-2814	49	23	]	]	PUNCT
american_scientific_journal-2814	49	24	and	and	CCONJ
american_scientific_journal-2814	49	25	found	find	VERB
american_scientific_journal-2814	49	26	that	that	SCONJ
american_scientific_journal-2814	49	27	svm	svm	PROPN
american_scientific_journal-2814	49	28	reduced	reduce	VERB
american_scientific_journal-2814	49	29	the	the	DET
american_scientific_journal-2814	49	30	root	root	NOUN
american_scientific_journal-2814	49	31	mean	mean	ADJ
american_scientific_journal-2814	49	32	square	square	ADJ
american_scientific_journal-2814	49	33	error	error	NOUN
american_scientific_journal-2814	49	34	of	of	ADP
american_scientific_journal-2814	49	35	ann	ann	PROPN
american_scientific_journal-2814	49	36	from	from	ADP
american_scientific_journal-2814	49	37	5.736	5.736	NUM
american_scientific_journal-2814	49	38	to	to	ADP
american_scientific_journal-2814	49	39	5.712	5.712	NUM
american_scientific_journal-2814	49	40	due	due	ADJ
american_scientific_journal-2814	49	41	to	to	ADP
american_scientific_journal-2814	49	42	its	its	PRON
american_scientific_journal-2814	49	43	use	use	NOUN
american_scientific_journal-2814	49	44	of	of	ADP
american_scientific_journal-2814	49	45	the	the	DET
american_scientific_journal-2814	49	46	structural	structural	ADJ
american_scientific_journal-2814	49	47	risk	risk	NOUN
american_scientific_journal-2814	49	48	minimization	minimization	NOUN
american_scientific_journal-2814	49	49	principle	principle	NOUN
american_scientific_journal-2814	49	50	.	.	PUNCT
american_scientific_journal-2814	50	1	svm	svm	PROPN
american_scientific_journal-2814	50	2	is	be	AUX
american_scientific_journal-2814	50	3	used	use	VERB
american_scientific_journal-2814	50	4	to	to	PART
american_scientific_journal-2814	50	5	forecast	forecast	VERB
american_scientific_journal-2814	50	6	flood	flood	NOUN
american_scientific_journal-2814	50	7	stage	stage	NOUN
american_scientific_journal-2814	50	8	by	by	ADP
american_scientific_journal-2814	50	9	liong	liong	NOUN
american_scientific_journal-2814	50	10	and	and	CCONJ
american_scientific_journal-2814	50	11	sivapragasam	sivapragasam	NOUN
american_scientific_journal-2814	51	1	[	[	X
american_scientific_journal-2814	51	2	18	18	NUM
american_scientific_journal-2814	51	3	]	]	PUNCT
american_scientific_journal-2814	51	4	in	in	ADP
american_scientific_journal-2814	51	5	comparison	comparison	NOUN
american_scientific_journal-2814	51	6	of	of	ADP
american_scientific_journal-2814	51	7	ann	ann	PROPN
american_scientific_journal-2814	51	8	models	model	NOUN
american_scientific_journal-2814	51	9	.	.	PUNCT
american_scientific_journal-2814	52	1	they	they	PRON
american_scientific_journal-2814	52	2	found	find	VERB
american_scientific_journal-2814	52	3	that	that	PRON
american_scientific_journal-2814	52	4	predicted	predict	VERB
american_scientific_journal-2814	52	5	error	error	NOUN
american_scientific_journal-2814	52	6	by	by	ADP
american_scientific_journal-2814	52	7	svm	svm	PROPN
american_scientific_journal-2814	52	8	for	for	ADP
american_scientific_journal-2814	52	9	forecasted	forecast	VERB
american_scientific_journal-2814	52	10	flood	flood	NOUN
american_scientific_journal-2814	52	11	stage	stage	NOUN
american_scientific_journal-2814	52	12	is	be	AUX
american_scientific_journal-2814	52	13	less	less	ADJ
american_scientific_journal-2814	52	14	in	in	ADP
american_scientific_journal-2814	52	15	comparison	comparison	NOUN
american_scientific_journal-2814	52	16	of	of	ADP
american_scientific_journal-2814	52	17	ann	ann	PROPN
american_scientific_journal-2814	52	18	models	model	NOUN
american_scientific_journal-2814	52	19	.	.	PUNCT
american_scientific_journal-2814	53	1	the	the	DET
american_scientific_journal-2814	53	2	purpose	purpose	NOUN
american_scientific_journal-2814	53	3	of	of	ADP
american_scientific_journal-2814	53	4	this	this	DET
american_scientific_journal-2814	53	5	paper	paper	NOUN
american_scientific_journal-2814	53	6	is	be	AUX
american_scientific_journal-2814	53	7	to	to	PART
american_scientific_journal-2814	53	8	investigate	investigate	VERB
american_scientific_journal-2814	53	9	the	the	DET
american_scientific_journal-2814	53	10	performance	performance	NOUN
american_scientific_journal-2814	53	11	of	of	ADP
american_scientific_journal-2814	53	12	svm	svm	ADJ
american_scientific_journal-2814	53	13	model	model	NOUN
american_scientific_journal-2814	53	14	for	for	ADP
american_scientific_journal-2814	53	15	monthly	monthly	ADJ
american_scientific_journal-2814	53	16	streamflow	streamflow	NOUN
american_scientific_journal-2814	53	17	forecasting	forecasting	NOUN
american_scientific_journal-2814	53	18	and	and	CCONJ
american_scientific_journal-2814	53	19	to	to	PART
american_scientific_journal-2814	53	20	compare	compare	VERB
american_scientific_journal-2814	53	21	this	this	PRON
american_scientific_journal-2814	53	22	with	with	ADP
american_scientific_journal-2814	53	23	the	the	DET
american_scientific_journal-2814	53	24	performance	performance	NOUN
american_scientific_journal-2814	53	25	of	of	ADP
american_scientific_journal-2814	53	26	ann	ann	PROPN
american_scientific_journal-2814	53	27	models	model	NOUN
american_scientific_journal-2814	53	28	.	.	PUNCT
american_scientific_journal-2814	54	1	american	american	ADJ
american_scientific_journal-2814	54	2	scientific	scientific	ADJ
american_scientific_journal-2814	54	3	research	research	PROPN
american_scientific_journal-2814	54	4	journal	journal	NOUN
american_scientific_journal-2814	54	5	for	for	ADP
american_scientific_journal-2814	54	6	engineering	engineering	NOUN
american_scientific_journal-2814	54	7	,	,	PUNCT
american_scientific_journal-2814	54	8	technology	technology	NOUN
american_scientific_journal-2814	54	9	,	,	PUNCT
american_scientific_journal-2814	54	10	and	and	CCONJ
american_scientific_journal-2814	54	11	sciences	science	NOUN
american_scientific_journal-2814	54	12	(	(	PUNCT
american_scientific_journal-2814	54	13	asrjets	asrjet	NOUN
american_scientific_journal-2814	54	14	)	)	PUNCT
american_scientific_journal-2814	54	15	(	(	PUNCT
american_scientific_journal-2814	54	16	2017	2017	NUM
american_scientific_journal-2814	54	17	)	)	PUNCT
american_scientific_journal-2814	54	18	volume	volume	NOUN
american_scientific_journal-2814	54	19	29	29	NUM
american_scientific_journal-2814	54	20	,	,	PUNCT
american_scientific_journal-2814	54	21	no	no	DET
american_scientific_journal-2814	54	22	1	1	NUM
american_scientific_journal-2814	54	23	,	,	PUNCT
american_scientific_journal-2814	54	24	pp	pp	ADV
american_scientific_journal-2814	54	25	286	286	NUM
american_scientific_journal-2814	54	26	-	-	SYM
american_scientific_journal-2814	54	27	294	294	NUM
american_scientific_journal-2814	54	28	288	288	NUM
american_scientific_journal-2814	54	29	2	2	NUM
american_scientific_journal-2814	54	30	.	.	PUNCT
american_scientific_journal-2814	54	31	study	study	NOUN
american_scientific_journal-2814	54	32	area	area	NOUN
american_scientific_journal-2814	54	33	and	and	CCONJ
american_scientific_journal-2814	54	34	data	datum	NOUN
american_scientific_journal-2814	54	35	dainyor	dainyor	PROPN
american_scientific_journal-2814	54	36	hydraulic	hydraulic	ADJ
american_scientific_journal-2814	54	37	station	station	NOUN
american_scientific_journal-2814	54	38	is	be	AUX
american_scientific_journal-2814	54	39	selected	select	VERB
american_scientific_journal-2814	54	40	in	in	ADP
american_scientific_journal-2814	54	41	this	this	DET
american_scientific_journal-2814	54	42	research	research	NOUN
american_scientific_journal-2814	54	43	to	to	PART
american_scientific_journal-2814	54	44	test	test	VERB
american_scientific_journal-2814	54	45	the	the	DET
american_scientific_journal-2814	54	46	predicting	predict	VERB
american_scientific_journal-2814	54	47	ability	ability	NOUN
american_scientific_journal-2814	54	48	of	of	ADP
american_scientific_journal-2814	54	49	the	the	DET
american_scientific_journal-2814	54	50	ann	ann	PROPN
american_scientific_journal-2814	54	51	and	and	CCONJ
american_scientific_journal-2814	54	52	svm	svm	ADJ
american_scientific_journal-2814	54	53	models	model	NOUN
american_scientific_journal-2814	54	54	.	.	PUNCT
american_scientific_journal-2814	55	1	dainyor	dainyor	NOUN
american_scientific_journal-2814	55	2	hydraulic	hydraulic	PROPN
american_scientific_journal-2814	55	3	gauging	gauge	VERB
american_scientific_journal-2814	55	4	station	station	NOUN
american_scientific_journal-2814	55	5	is	be	AUX
american_scientific_journal-2814	55	6	an	an	DET
american_scientific_journal-2814	55	7	important	important	ADJ
american_scientific_journal-2814	55	8	gauging	gauge	VERB
american_scientific_journal-2814	55	9	station	station	NOUN
american_scientific_journal-2814	55	10	of	of	ADP
american_scientific_journal-2814	55	11	upper	upper	ADJ
american_scientific_journal-2814	55	12	indus	indus	NOUN
american_scientific_journal-2814	55	13	basin	basin	NOUN
american_scientific_journal-2814	55	14	and	and	CCONJ
american_scientific_journal-2814	55	15	covers	cover	VERB
american_scientific_journal-2814	55	16	a	a	DET
american_scientific_journal-2814	55	17	drainage	drainage	NOUN
american_scientific_journal-2814	55	18	area	area	NOUN
american_scientific_journal-2814	55	19	of	of	ADP
american_scientific_journal-2814	55	20	13,734	13,734	NUM
american_scientific_journal-2814	55	21	km2	km2	NOUN
american_scientific_journal-2814	55	22	.	.	PUNCT
american_scientific_journal-2814	56	1	map	map	NOUN
american_scientific_journal-2814	56	2	of	of	ADP
american_scientific_journal-2814	56	3	dainyor	dainyor	NOUN
american_scientific_journal-2814	56	4	gauging	gauge	VERB
american_scientific_journal-2814	56	5	station	station	NOUN
american_scientific_journal-2814	56	6	is	be	AUX
american_scientific_journal-2814	56	7	explained	explain	VERB
american_scientific_journal-2814	56	8	in	in	ADP
american_scientific_journal-2814	56	9	fig	fig	NOUN
american_scientific_journal-2814	56	10	.	.	PUNCT
american_scientific_journal-2814	57	1	1	1	X
american_scientific_journal-2814	57	2	.	.	X
american_scientific_journal-2814	57	3	the	the	DET
american_scientific_journal-2814	57	4	monthly	monthly	ADJ
american_scientific_journal-2814	57	5	streamflow	streamflow	NOUN
american_scientific_journal-2814	57	6	data	datum	NOUN
american_scientific_journal-2814	57	7	of	of	ADP
american_scientific_journal-2814	57	8	dainyor	dainyor	NOUN
american_scientific_journal-2814	57	9	gauging	gauge	VERB
american_scientific_journal-2814	57	10	station	station	NOUN
american_scientific_journal-2814	57	11	from	from	ADP
american_scientific_journal-2814	57	12	1968	1968	NUM
american_scientific_journal-2814	57	13	to	to	ADP
american_scientific_journal-2814	57	14	2006	2006	NUM
american_scientific_journal-2814	57	15	is	be	AUX
american_scientific_journal-2814	57	16	used	use	VERB
american_scientific_journal-2814	57	17	in	in	ADP
american_scientific_journal-2814	57	18	this	this	DET
american_scientific_journal-2814	57	19	study	study	NOUN
american_scientific_journal-2814	57	20	to	to	PART
american_scientific_journal-2814	57	21	forecast	forecast	VERB
american_scientific_journal-2814	57	22	monthly	monthly	ADJ
american_scientific_journal-2814	57	23	streamflow	streamflow	NOUN
american_scientific_journal-2814	57	24	.	.	PUNCT
american_scientific_journal-2814	58	1	for	for	ADP
american_scientific_journal-2814	58	2	the	the	DET
american_scientific_journal-2814	58	3	monthly	monthly	ADJ
american_scientific_journal-2814	58	4	streamflow	streamflow	NOUN
american_scientific_journal-2814	58	5	forecasting	forecasting	NOUN
american_scientific_journal-2814	58	6	applications	application	NOUN
american_scientific_journal-2814	58	7	,	,	PUNCT
american_scientific_journal-2814	58	8	the	the	DET
american_scientific_journal-2814	58	9	monthly	monthly	ADJ
american_scientific_journal-2814	58	10	observed	observed	ADJ
american_scientific_journal-2814	58	11	data	datum	NOUN
american_scientific_journal-2814	58	12	of	of	ADP
american_scientific_journal-2814	58	13	dainyor	dainyor	NOUN
american_scientific_journal-2814	58	14	station	station	NOUN
american_scientific_journal-2814	58	15	from	from	ADP
american_scientific_journal-2814	58	16	1968	1968	NUM
american_scientific_journal-2814	58	17	to	to	ADP
american_scientific_journal-2814	58	18	1997	1997	NUM
american_scientific_journal-2814	58	19	is	be	AUX
american_scientific_journal-2814	58	20	used	use	VERB
american_scientific_journal-2814	58	21	as	as	ADP
american_scientific_journal-2814	58	22	training	training	NOUN
american_scientific_journal-2814	58	23	and	and	CCONJ
american_scientific_journal-2814	58	24	from	from	ADP
american_scientific_journal-2814	58	25	1998	1998	NUM
american_scientific_journal-2814	58	26	to	to	ADP
american_scientific_journal-2814	58	27	2006	2006	NUM
american_scientific_journal-2814	58	28	is	be	AUX
american_scientific_journal-2814	58	29	used	use	VERB
american_scientific_journal-2814	58	30	as	as	ADP
american_scientific_journal-2814	58	31	testing	testing	NOUN
american_scientific_journal-2814	58	32	.	.	PUNCT
american_scientific_journal-2814	59	1	the	the	DET
american_scientific_journal-2814	59	2	observed	observed	ADJ
american_scientific_journal-2814	59	3	monthly	monthly	ADJ
american_scientific_journal-2814	59	4	streamflows	streamflow	NOUN
american_scientific_journal-2814	59	5	show	show	VERB
american_scientific_journal-2814	59	6	high	high	ADJ
american_scientific_journal-2814	59	7	positive	positive	ADJ
american_scientific_journal-2814	59	8	skewness	skewness	NOUN
american_scientific_journal-2814	59	9	(	(	PUNCT
american_scientific_journal-2814	59	10	1.347	1.347	NUM
american_scientific_journal-2814	59	11	)	)	PUNCT
american_scientific_journal-2814	59	12	.	.	PUNCT
american_scientific_journal-2814	60	1	the	the	DET
american_scientific_journal-2814	60	2	auto	auto	NOUN
american_scientific_journal-2814	60	3	-	-	PUNCT
american_scientific_journal-2814	60	4	correlations	correlation	NOUN
american_scientific_journal-2814	60	5	are	be	AUX
american_scientific_journal-2814	60	6	quite	quite	ADV
american_scientific_journal-2814	60	7	low	low	ADJ
american_scientific_journal-2814	60	8	showing	show	VERB
american_scientific_journal-2814	60	9	low	low	ADJ
american_scientific_journal-2814	60	10	persistence	persistence	NOUN
american_scientific_journal-2814	60	11	(	(	PUNCT
american_scientific_journal-2814	60	12	e.g.	e.g.	ADV
american_scientific_journal-2814	60	13	,	,	PUNCT
american_scientific_journal-2814	60	14	lag1=	lag1=	NOUN
american_scientific_journal-2814	60	15	0.734	0.734	NUM
american_scientific_journal-2814	60	16	,	,	PUNCT
american_scientific_journal-2814	60	17	lag2=	lag2=	PROPN
american_scientific_journal-2814	60	18	0.223	0.223	NUM
american_scientific_journal-2814	60	19	)	)	PUNCT
american_scientific_journal-2814	60	20	.	.	PUNCT
american_scientific_journal-2814	61	1	figure	figure	VERB
american_scientific_journal-2814	61	2	1	1	NUM
american_scientific_journal-2814	61	3	:	:	PUNCT
american_scientific_journal-2814	61	4	location	location	NOUN
american_scientific_journal-2814	61	5	map	map	NOUN
american_scientific_journal-2814	61	6	of	of	ADP
american_scientific_journal-2814	61	7	study	study	NOUN
american_scientific_journal-2814	61	8	site	site	NOUN
american_scientific_journal-2814	61	9	table	table	NOUN
american_scientific_journal-2814	61	10	1	1	NUM
american_scientific_journal-2814	61	11	:	:	PUNCT
american_scientific_journal-2814	61	12	monthly	monthly	ADJ
american_scientific_journal-2814	61	13	statistics	statistic	NOUN
american_scientific_journal-2814	61	14	of	of	ADP
american_scientific_journal-2814	61	15	streamflow	streamflow	PROPN
american_scientific_journal-2814	61	16	data	data	PROPN
american_scientific_journal-2814	61	17	sets	set	VERB
american_scientific_journal-2814	61	18	data	datum	NOUN
american_scientific_journal-2814	61	19	set	set	VERB
american_scientific_journal-2814	61	20	min	min	PROPN
american_scientific_journal-2814	61	21	max	max	PROPN
american_scientific_journal-2814	61	22	mean	mean	PROPN
american_scientific_journal-2814	61	23	s.deviation	s.deviation	NOUN
american_scientific_journal-2814	61	24	skewness	skewness	NOUN
american_scientific_journal-2814	61	25	lag1	lag1	NOUN
american_scientific_journal-2814	61	26	lag2	lag2	PROPN
american_scientific_journal-2814	61	27	lag3	lag3	PROPN
american_scientific_journal-2814	61	28	whole	whole	ADJ
american_scientific_journal-2814	61	29	data	datum	NOUN
american_scientific_journal-2814	61	30	set	set	VERB
american_scientific_journal-2814	61	31	34.38	34.38	NUM
american_scientific_journal-2814	61	32	1850	1850	NUM
american_scientific_journal-2814	61	33	281.1	281.1	NUM
american_scientific_journal-2814	61	34	325.5	325.5	NUM
american_scientific_journal-2814	61	35	1.347	1.347	NUM
american_scientific_journal-2814	61	36	0.734	0.734	NUM
american_scientific_journal-2814	61	37	0.223	0.223	NUM
american_scientific_journal-2814	61	38	-0.206	-0.206	PUNCT
american_scientific_journal-2814	61	39	training	training	NOUN
american_scientific_journal-2814	61	40	data	datum	NOUN
american_scientific_journal-2814	61	41	set	set	VERB
american_scientific_journal-2814	61	42	35.25	35.25	NUM
american_scientific_journal-2814	61	43	1759	1759	NUM
american_scientific_journal-2814	61	44	360.5	360.5	NUM
american_scientific_journal-2814	61	45	471.3	471.3	NUM
american_scientific_journal-2814	61	46	1.121	1.121	NUM
american_scientific_journal-2814	61	47	0.693	0.693	NUM
american_scientific_journal-2814	61	48	0.165	0.165	NUM
american_scientific_journal-2814	61	49	-0.216	-0.216	NOUN
american_scientific_journal-2814	61	50	testing	testing	NOUN
american_scientific_journal-2814	61	51	data	datum	NOUN
american_scientific_journal-2814	61	52	set	set	VERB
american_scientific_journal-2814	61	53	34.38	34.38	NUM
american_scientific_journal-2814	61	54	1850	1850	NUM
american_scientific_journal-2814	61	55	285.6	285.6	NUM
american_scientific_journal-2814	61	56	347.9	347.9	NUM
american_scientific_journal-2814	61	57	1.533	1.533	NUM
american_scientific_journal-2814	61	58	0.714	0.714	NUM
american_scientific_journal-2814	61	59	0.196	0.196	NUM
american_scientific_journal-2814	61	60	-0.204	-0.204	SYM
american_scientific_journal-2814	61	61	3	3	NUM
american_scientific_journal-2814	61	62	.	.	PUNCT
american_scientific_journal-2814	61	63	methodology	methodology	NOUN
american_scientific_journal-2814	61	64	3.1	3.1	NUM
american_scientific_journal-2814	61	65	ann	ann	PROPN
american_scientific_journal-2814	61	66	american	american	PROPN
american_scientific_journal-2814	61	67	scientific	scientific	PROPN
american_scientific_journal-2814	61	68	research	research	PROPN
american_scientific_journal-2814	61	69	journal	journal	NOUN
american_scientific_journal-2814	61	70	for	for	ADP
american_scientific_journal-2814	61	71	engineering	engineering	NOUN
american_scientific_journal-2814	61	72	,	,	PUNCT
american_scientific_journal-2814	61	73	technology	technology	NOUN
american_scientific_journal-2814	61	74	,	,	PUNCT
american_scientific_journal-2814	61	75	and	and	CCONJ
american_scientific_journal-2814	61	76	sciences	science	NOUN
american_scientific_journal-2814	61	77	(	(	PUNCT
american_scientific_journal-2814	61	78	asrjets	asrjet	NOUN
american_scientific_journal-2814	61	79	)	)	PUNCT
american_scientific_journal-2814	61	80	(	(	PUNCT
american_scientific_journal-2814	61	81	2017	2017	NUM
american_scientific_journal-2814	61	82	)	)	PUNCT
american_scientific_journal-2814	61	83	volume	volume	NOUN
american_scientific_journal-2814	61	84	29	29	NUM
american_scientific_journal-2814	61	85	,	,	PUNCT
american_scientific_journal-2814	61	86	no	no	DET
american_scientific_journal-2814	61	87	1	1	NUM
american_scientific_journal-2814	61	88	,	,	PUNCT
american_scientific_journal-2814	61	89	pp	pp	ADV
american_scientific_journal-2814	61	90	286	286	NUM
american_scientific_journal-2814	61	91	-	-	SYM
american_scientific_journal-2814	61	92	294	294	NUM
american_scientific_journal-2814	61	93	289	289	NUM
american_scientific_journal-2814	61	94	arificial	arificial	ADJ
american_scientific_journal-2814	61	95	neural	neural	ADJ
american_scientific_journal-2814	61	96	network	network	NOUN
american_scientific_journal-2814	61	97	(	(	PUNCT
american_scientific_journal-2814	61	98	ann	ann	PROPN
american_scientific_journal-2814	61	99	)	)	PUNCT
american_scientific_journal-2814	61	100	models	model	NOUN
american_scientific_journal-2814	61	101	are	be	AUX
american_scientific_journal-2814	61	102	biologically	biologically	ADV
american_scientific_journal-2814	61	103	inspired	inspire	VERB
american_scientific_journal-2814	61	104	computational	computational	ADJ
american_scientific_journal-2814	61	105	models	model	NOUN
american_scientific_journal-2814	61	106	and	and	CCONJ
american_scientific_journal-2814	61	107	the	the	DET
american_scientific_journal-2814	61	108	development	development	NOUN
american_scientific_journal-2814	61	109	of	of	ADP
american_scientific_journal-2814	61	110	these	these	DET
american_scientific_journal-2814	61	111	models	model	NOUN
american_scientific_journal-2814	61	112	originated	originate	VERB
american_scientific_journal-2814	61	113	with	with	ADP
american_scientific_journal-2814	61	114	understanding	understand	VERB
american_scientific_journal-2814	61	115	the	the	DET
american_scientific_journal-2814	61	116	brain	brain	NOUN
american_scientific_journal-2814	61	117	’s	’s	PART
american_scientific_journal-2814	61	118	way	way	NOUN
american_scientific_journal-2814	61	119	to	to	PART
american_scientific_journal-2814	61	120	perform	perform	VERB
american_scientific_journal-2814	61	121	tasks	task	NOUN
american_scientific_journal-2814	61	122	.	.	PUNCT
american_scientific_journal-2814	62	1	ann	ann	PROPN
american_scientific_journal-2814	62	2	models	model	NOUN
american_scientific_journal-2814	62	3	are	be	AUX
american_scientific_journal-2814	62	4	biologically	biologically	ADV
american_scientific_journal-2814	62	5	inspired	inspire	VERB
american_scientific_journal-2814	62	6	computational	computational	ADJ
american_scientific_journal-2814	62	7	models	model	NOUN
american_scientific_journal-2814	62	8	and	and	CCONJ
american_scientific_journal-2814	62	9	the	the	DET
american_scientific_journal-2814	62	10	development	development	NOUN
american_scientific_journal-2814	62	11	of	of	ADP
american_scientific_journal-2814	62	12	these	these	DET
american_scientific_journal-2814	62	13	models	model	NOUN
american_scientific_journal-2814	62	14	originated	originate	VERB
american_scientific_journal-2814	62	15	with	with	ADP
american_scientific_journal-2814	62	16	understanding	understand	VERB
american_scientific_journal-2814	62	17	the	the	DET
american_scientific_journal-2814	62	18	brain	brain	NOUN
american_scientific_journal-2814	62	19	’s	’s	PART
american_scientific_journal-2814	62	20	way	way	NOUN
american_scientific_journal-2814	62	21	to	to	PART
american_scientific_journal-2814	62	22	perform	perform	VERB
american_scientific_journal-2814	62	23	tasks	task	NOUN
american_scientific_journal-2814	62	24	.	.	PUNCT
american_scientific_journal-2814	63	1	the	the	DET
american_scientific_journal-2814	63	2	research	research	NOUN
american_scientific_journal-2814	63	3	on	on	ADP
american_scientific_journal-2814	63	4	ann	ann	PROPN
american_scientific_journal-2814	63	5	models	model	NOUN
american_scientific_journal-2814	63	6	started	start	VERB
american_scientific_journal-2814	63	7	with	with	ADP
american_scientific_journal-2814	63	8	a	a	DET
american_scientific_journal-2814	63	9	classic	classic	ADJ
american_scientific_journal-2814	63	10	paper	paper	NOUN
american_scientific_journal-2814	63	11	by	by	ADP
american_scientific_journal-2814	63	12	mcculloch	mcculloch	NOUN
american_scientific_journal-2814	63	13	and	and	CCONJ
american_scientific_journal-2814	63	14	pitts	pitt	NOUN
american_scientific_journal-2814	63	15	[	[	X
american_scientific_journal-2814	63	16	19	19	NUM
american_scientific_journal-2814	63	17	]	]	PUNCT
american_scientific_journal-2814	63	18	in	in	ADP
american_scientific_journal-2814	63	19	which	which	PRON
american_scientific_journal-2814	63	20	they	they	PRON
american_scientific_journal-2814	63	21	designed	design	VERB
american_scientific_journal-2814	63	22	a	a	DET
american_scientific_journal-2814	63	23	neural	neural	ADJ
american_scientific_journal-2814	63	24	model	model	NOUN
american_scientific_journal-2814	63	25	.	.	PUNCT
american_scientific_journal-2814	64	1	a	a	DET
american_scientific_journal-2814	64	2	major	major	ADJ
american_scientific_journal-2814	64	3	development	development	NOUN
american_scientific_journal-2814	64	4	in	in	ADP
american_scientific_journal-2814	64	5	the	the	DET
american_scientific_journal-2814	64	6	field	field	NOUN
american_scientific_journal-2814	64	7	of	of	ADP
american_scientific_journal-2814	64	8	anns	anns	NOUN
american_scientific_journal-2814	64	9	models	model	NOUN
american_scientific_journal-2814	64	10	was	be	AUX
american_scientific_journal-2814	64	11	found	find	VERB
american_scientific_journal-2814	64	12	in	in	ADP
american_scientific_journal-2814	64	13	1949,when	1949,when	PROPN
american_scientific_journal-2814	64	14	hebb	hebb	NOUN
american_scientific_journal-2814	64	15	[	[	X
american_scientific_journal-2814	64	16	20	20	NUM
american_scientific_journal-2814	64	17	]	]	PUNCT
american_scientific_journal-2814	64	18	proposed	propose	VERB
american_scientific_journal-2814	64	19	many	many	ADJ
american_scientific_journal-2814	64	20	ann	ann	PROPN
american_scientific_journal-2814	64	21	architectures	architecture	NOUN
american_scientific_journal-2814	64	22	and	and	CCONJ
american_scientific_journal-2814	64	23	also	also	ADV
american_scientific_journal-2814	64	24	developed	develop	VERB
american_scientific_journal-2814	64	25	the	the	DET
american_scientific_journal-2814	64	26	learn	learn	NOUN
american_scientific_journal-2814	64	27	rule	rule	NOUN
american_scientific_journal-2814	64	28	known	know	VERB
american_scientific_journal-2814	64	29	as	as	ADP
american_scientific_journal-2814	64	30	“	"	PUNCT
american_scientific_journal-2814	64	31	postulate	postulate	NOUN
american_scientific_journal-2814	64	32	of	of	ADP
american_scientific_journal-2814	64	33	learning	learn	VERB
american_scientific_journal-2814	64	34	”	"	PUNCT
american_scientific_journal-2814	64	35	.	.	PUNCT
american_scientific_journal-2814	65	1	however	however	ADV
american_scientific_journal-2814	65	2	,	,	PUNCT
american_scientific_journal-2814	65	3	these	these	PRON
american_scientific_journal-2814	65	4	both	both	DET
american_scientific_journal-2814	65	5	researches	research	NOUN
american_scientific_journal-2814	65	6	was	be	AUX
american_scientific_journal-2814	65	7	biologically	biologically	ADV
american_scientific_journal-2814	65	8	focused	focused	ADJ
american_scientific_journal-2814	65	9	,	,	PUNCT
american_scientific_journal-2814	65	10	not	not	PART
american_scientific_journal-2814	65	11	focus	focus	VERB
american_scientific_journal-2814	65	12	the	the	DET
american_scientific_journal-2814	65	13	computationally	computationally	ADV
american_scientific_journal-2814	65	14	ability	ability	NOUN
american_scientific_journal-2814	65	15	of	of	ADP
american_scientific_journal-2814	65	16	ann	ann	PROPN
american_scientific_journal-2814	65	17	models	model	NOUN
american_scientific_journal-2814	65	18	.	.	PUNCT
american_scientific_journal-2814	66	1	later	later	ADV
american_scientific_journal-2814	66	2	in	in	ADP
american_scientific_journal-2814	66	3	1960s	1960s	NUM
american_scientific_journal-2814	66	4	,	,	PUNCT
american_scientific_journal-2814	66	5	rosenblatt	rosenblatt	PROPN
american_scientific_journal-2814	67	1	[	[	X
american_scientific_journal-2814	67	2	21	21	NUM
american_scientific_journal-2814	67	3	]	]	X
american_scientific_journal-2814	67	4	focused	focus	VERB
american_scientific_journal-2814	67	5	this	this	DET
american_scientific_journal-2814	67	6	issue	issue	NOUN
american_scientific_journal-2814	67	7	in	in	ADP
american_scientific_journal-2814	67	8	his	his	PRON
american_scientific_journal-2814	67	9	studies	study	NOUN
american_scientific_journal-2814	67	10	by	by	ADP
american_scientific_journal-2814	67	11	contributing	contribute	VERB
american_scientific_journal-2814	67	12	the	the	DET
american_scientific_journal-2814	67	13	perceptron	perceptron	PROPN
american_scientific_journal-2814	67	14	learning	learning	NOUN
american_scientific_journal-2814	67	15	theorem	theorem	ADJ
american_scientific_journal-2814	67	16	i.e.	i.e.	X
american_scientific_journal-2814	67	17	commonly	commonly	ADV
american_scientific_journal-2814	67	18	known	know	VERB
american_scientific_journal-2814	67	19	as	as	ADP
american_scientific_journal-2814	67	20	single	single	ADJ
american_scientific_journal-2814	67	21	layer	layer	NOUN
american_scientific_journal-2814	67	22	feed	feed	VERB
american_scientific_journal-2814	67	23	forward	forward	ADV
american_scientific_journal-2814	67	24	neural	neural	ADJ
american_scientific_journal-2814	67	25	network	network	NOUN
american_scientific_journal-2814	67	26	(	(	PUNCT
american_scientific_journal-2814	67	27	ffnn	ffnn	NOUN
american_scientific_journal-2814	67	28	)	)	PUNCT
american_scientific_journal-2814	67	29	these	these	DET
american_scientific_journal-2814	67	30	days	day	NOUN
american_scientific_journal-2814	67	31	.	.	PUNCT
american_scientific_journal-2814	68	1	however	however	ADV
american_scientific_journal-2814	68	2	,	,	PUNCT
american_scientific_journal-2814	68	3	minsky	minsky	NOUN
american_scientific_journal-2814	68	4	and	and	CCONJ
american_scientific_journal-2814	68	5	papert	papert	ADJ
american_scientific_journal-2814	69	1	[	[	X
american_scientific_journal-2814	69	2	22	22	NUM
american_scientific_journal-2814	69	3	]	]	PUNCT
american_scientific_journal-2814	69	4	exposed	expose	VERB
american_scientific_journal-2814	69	5	the	the	DET
american_scientific_journal-2814	69	6	limits	limit	NOUN
american_scientific_journal-2814	69	7	of	of	ADP
american_scientific_journal-2814	69	8	this	this	DET
american_scientific_journal-2814	69	9	theorem	theorem	NOUN
american_scientific_journal-2814	69	10	due	due	ADP
american_scientific_journal-2814	69	11	to	to	ADP
american_scientific_journal-2814	69	12	having	have	VERB
american_scientific_journal-2814	69	13	no	no	DET
american_scientific_journal-2814	69	14	extra	extra	ADJ
american_scientific_journal-2814	69	15	layer	layer	NOUN
american_scientific_journal-2814	69	16	to	to	PART
american_scientific_journal-2814	69	17	model	model	VERB
american_scientific_journal-2814	69	18	complex	complex	ADJ
american_scientific_journal-2814	69	19	functions	function	NOUN
american_scientific_journal-2814	69	20	.	.	PUNCT
american_scientific_journal-2814	70	1	the	the	DET
american_scientific_journal-2814	70	2	most	most	ADV
american_scientific_journal-2814	70	3	significant	significant	ADJ
american_scientific_journal-2814	70	4	development	development	NOUN
american_scientific_journal-2814	70	5	in	in	ADP
american_scientific_journal-2814	70	6	the	the	DET
american_scientific_journal-2814	70	7	field	field	NOUN
american_scientific_journal-2814	70	8	of	of	ADP
american_scientific_journal-2814	70	9	nn	nn	PROPN
american_scientific_journal-2814	70	10	models	model	NOUN
american_scientific_journal-2814	70	11	was	be	AUX
american_scientific_journal-2814	70	12	the	the	DET
american_scientific_journal-2814	70	13	re	re	NOUN
american_scientific_journal-2814	70	14	-	-	NOUN
american_scientific_journal-2814	70	15	discovery	discovery	NOUN
american_scientific_journal-2814	70	16	of	of	ADP
american_scientific_journal-2814	70	17	back	back	ADJ
american_scientific_journal-2814	70	18	propagation	propagation	NOUN
american_scientific_journal-2814	70	19	algorithm	algorithm	NOUN
american_scientific_journal-2814	70	20	after	after	ADP
american_scientific_journal-2814	70	21	1980	1980	NUM
american_scientific_journal-2814	70	22	by	by	ADP
american_scientific_journal-2814	70	23	adding	add	VERB
american_scientific_journal-2814	70	24	extra	extra	ADJ
american_scientific_journal-2814	70	25	layer	layer	NOUN
american_scientific_journal-2814	70	26	to	to	ADP
american_scientific_journal-2814	70	27	single	single	ADJ
american_scientific_journal-2814	70	28	layer	layer	NOUN
american_scientific_journal-2814	70	29	perceptron	perceptron	PROPN
american_scientific_journal-2814	70	30	,	,	PUNCT
american_scientific_journal-2814	70	31	which	which	PRON
american_scientific_journal-2814	70	32	has	have	AUX
american_scientific_journal-2814	70	33	emerged	emerge	VERB
american_scientific_journal-2814	70	34	as	as	ADP
american_scientific_journal-2814	70	35	the	the	DET
american_scientific_journal-2814	70	36	most	most	ADV
american_scientific_journal-2814	70	37	popular	popular	ADJ
american_scientific_journal-2814	70	38	learning	learning	NOUN
american_scientific_journal-2814	70	39	algorithm	algorithm	NOUN
american_scientific_journal-2814	70	40	for	for	ADP
american_scientific_journal-2814	70	41	multilayer	multilayer	ADJ
american_scientific_journal-2814	70	42	perceptrons	perceptron	NOUN
american_scientific_journal-2814	70	43	.	.	PUNCT
american_scientific_journal-2814	71	1	back	back	ADJ
american_scientific_journal-2814	71	2	propagation	propagation	NOUN
american_scientific_journal-2814	71	3	algorithm	algorithm	NOUN
american_scientific_journal-2814	71	4	was	be	AUX
american_scientific_journal-2814	71	5	firstly	firstly	ADV
american_scientific_journal-2814	71	6	developed	develop	VERB
american_scientific_journal-2814	71	7	by	by	ADP
american_scientific_journal-2814	71	8	werbos	werbos	PROPN
american_scientific_journal-2814	72	1	[	[	X
american_scientific_journal-2814	72	2	23	23	NUM
american_scientific_journal-2814	72	3	]	]	PUNCT
american_scientific_journal-2814	72	4	in	in	ADP
american_scientific_journal-2814	72	5	his	his	PRON
american_scientific_journal-2814	72	6	ph.d	ph.d	NOUN
american_scientific_journal-2814	72	7	.	.	PUNCT
american_scientific_journal-2814	73	1	thesis	thesis	NOUN
american_scientific_journal-2814	73	2	in	in	ADP
american_scientific_journal-2814	73	3	1974	1974	NUM
american_scientific_journal-2814	73	4	.	.	PUNCT
american_scientific_journal-2814	74	1	however	however	ADV
american_scientific_journal-2814	74	2	,	,	PUNCT
american_scientific_journal-2814	74	3	his	his	PRON
american_scientific_journal-2814	74	4	research	research	NOUN
american_scientific_journal-2814	74	5	was	be	AUX
american_scientific_journal-2814	74	6	unknown	unknown	ADJ
american_scientific_journal-2814	74	7	for	for	ADP
american_scientific_journal-2814	74	8	over	over	ADP
american_scientific_journal-2814	74	9	a	a	PRON
american_scientific_journal-2814	74	10	decade	decade	NOUN
american_scientific_journal-2814	74	11	and	and	CCONJ
american_scientific_journal-2814	74	12	gained	gain	VERB
american_scientific_journal-2814	74	13	popularity	popularity	NOUN
american_scientific_journal-2814	74	14	after	after	ADP
american_scientific_journal-2814	74	15	the	the	DET
american_scientific_journal-2814	74	16	research	research	NOUN
american_scientific_journal-2814	74	17	work	work	NOUN
american_scientific_journal-2814	74	18	of	of	ADP
american_scientific_journal-2814	74	19	rumelhart	rumelhart	NOUN
american_scientific_journal-2814	74	20	and	and	CCONJ
american_scientific_journal-2814	74	21	his	his	PRON
american_scientific_journal-2814	74	22	companions	companion	NOUN
american_scientific_journal-2814	74	23	[	[	X
american_scientific_journal-2814	74	24	24	24	NUM
american_scientific_journal-2814	74	25	]	]	PUNCT
american_scientific_journal-2814	74	26	.	.	PUNCT
american_scientific_journal-2814	75	1	the	the	DET
american_scientific_journal-2814	75	2	multilayer	multilayer	ADJ
american_scientific_journal-2814	75	3	perceptrons	perceptron	NOUN
american_scientific_journal-2814	75	4	or	or	CCONJ
american_scientific_journal-2814	75	5	ffnn	ffnn	NOUN
american_scientific_journal-2814	75	6	model	model	NOUN
american_scientific_journal-2814	75	7	is	be	AUX
american_scientific_journal-2814	75	8	the	the	DET
american_scientific_journal-2814	75	9	most	most	ADV
american_scientific_journal-2814	75	10	generally	generally	ADV
american_scientific_journal-2814	75	11	used	use	VERB
american_scientific_journal-2814	75	12	ann	ann	PROPN
american_scientific_journal-2814	75	13	model	model	NOUN
american_scientific_journal-2814	75	14	[	[	X
american_scientific_journal-2814	75	15	25	25	NUM
american_scientific_journal-2814	75	16	]	]	PUNCT
american_scientific_journal-2814	75	17	.	.	PUNCT
american_scientific_journal-2814	76	1	figure	figure	NOUN
american_scientific_journal-2814	76	2	2	2	NUM
american_scientific_journal-2814	76	3	illustrate	illustrate	VERB
american_scientific_journal-2814	76	4	a	a	DET
american_scientific_journal-2814	76	5	three	three	NUM
american_scientific_journal-2814	76	6	-	-	PUNCT
american_scientific_journal-2814	76	7	layer	layer	NOUN
american_scientific_journal-2814	76	8	neural	neural	ADJ
american_scientific_journal-2814	76	9	network	network	NOUN
american_scientific_journal-2814	76	10	consisting	consist	VERB
american_scientific_journal-2814	76	11	of	of	ADP
american_scientific_journal-2814	76	12	layers	layer	NOUN
american_scientific_journal-2814	76	13	i	i	PRON
american_scientific_journal-2814	76	14	,	,	PUNCT
american_scientific_journal-2814	76	15	j	j	PROPN
american_scientific_journal-2814	76	16	,	,	PUNCT
american_scientific_journal-2814	76	17	and	and	CCONJ
american_scientific_journal-2814	76	18	k	k	NOUN
american_scientific_journal-2814	76	19	,	,	PUNCT
american_scientific_journal-2814	76	20	with	with	SCONJ
american_scientific_journal-2814	76	21	the	the	DET
american_scientific_journal-2814	76	22	interconnection	interconnection	NOUN
american_scientific_journal-2814	76	23	weights	weight	VERB
american_scientific_journal-2814	76	24	wij	wij	PROPN
american_scientific_journal-2814	76	25	and	and	CCONJ
american_scientific_journal-2814	76	26	wjk	wjk	NOUN
american_scientific_journal-2814	76	27	between	between	ADP
american_scientific_journal-2814	76	28	layers	layer	NOUN
american_scientific_journal-2814	76	29	of	of	ADP
american_scientific_journal-2814	76	30	neurons	neuron	NOUN
american_scientific_journal-2814	76	31	.	.	PUNCT
american_scientific_journal-2814	77	1	initial	initial	ADJ
american_scientific_journal-2814	77	2	estimated	estimate	VERB
american_scientific_journal-2814	77	3	weight	weight	NOUN
american_scientific_journal-2814	77	4	values	value	NOUN
american_scientific_journal-2814	77	5	are	be	AUX
american_scientific_journal-2814	77	6	progressively	progressively	ADV
american_scientific_journal-2814	77	7	corrected	correct	VERB
american_scientific_journal-2814	77	8	during	during	ADP
american_scientific_journal-2814	77	9	a	a	DET
american_scientific_journal-2814	77	10	training	training	NOUN
american_scientific_journal-2814	77	11	process	process	NOUN
american_scientific_journal-2814	77	12	that	that	PRON
american_scientific_journal-2814	77	13	compares	compare	VERB
american_scientific_journal-2814	77	14	predicted	predict	VERB
american_scientific_journal-2814	77	15	outputs	output	NOUN
american_scientific_journal-2814	77	16	to	to	ADP
american_scientific_journal-2814	77	17	known	known	ADJ
american_scientific_journal-2814	77	18	outputs	output	NOUN
american_scientific_journal-2814	77	19	,	,	PUNCT
american_scientific_journal-2814	77	20	and	and	CCONJ
american_scientific_journal-2814	77	21	back	back	NOUN
american_scientific_journal-2814	77	22	-	-	PUNCT
american_scientific_journal-2814	77	23	propagates	propagate	VERB
american_scientific_journal-2814	77	24	any	any	DET
american_scientific_journal-2814	77	25	errors	error	NOUN
american_scientific_journal-2814	77	26	(	(	PUNCT
american_scientific_journal-2814	77	27	from	from	ADP
american_scientific_journal-2814	77	28	right	right	ADV
american_scientific_journal-2814	77	29	to	to	ADP
american_scientific_journal-2814	77	30	left	leave	VERB
american_scientific_journal-2814	77	31	in	in	ADP
american_scientific_journal-2814	77	32	fig	fig	NOUN
american_scientific_journal-2814	77	33	.	.	PUNCT
american_scientific_journal-2814	78	1	2	2	NUM
american_scientific_journal-2814	78	2	)	)	PUNCT
american_scientific_journal-2814	78	3	to	to	PART
american_scientific_journal-2814	78	4	determine	determine	VERB
american_scientific_journal-2814	78	5	the	the	DET
american_scientific_journal-2814	78	6	appropriate	appropriate	ADJ
american_scientific_journal-2814	78	7	weight	weight	NOUN
american_scientific_journal-2814	78	8	adjustments	adjustment	NOUN
american_scientific_journal-2814	78	9	necessary	necessary	ADJ
american_scientific_journal-2814	78	10	to	to	PART
american_scientific_journal-2814	78	11	minimize	minimize	VERB
american_scientific_journal-2814	78	12	the	the	DET
american_scientific_journal-2814	78	13	errors	error	NOUN
american_scientific_journal-2814	78	14	.	.	PUNCT
american_scientific_journal-2814	79	1	figure	figure	VERB
american_scientific_journal-2814	79	2	2	2	NUM
american_scientific_journal-2814	79	3	:	:	PUNCT
american_scientific_journal-2814	79	4	the	the	DET
american_scientific_journal-2814	79	5	structure	structure	NOUN
american_scientific_journal-2814	79	6	of	of	ADP
american_scientific_journal-2814	79	7	ann	ann	PROPN
american_scientific_journal-2814	79	8	3.2	3.2	NUM
american_scientific_journal-2814	79	9	svm	svm	VERB
american_scientific_journal-2814	79	10	the	the	DET
american_scientific_journal-2814	79	11	idea	idea	NOUN
american_scientific_journal-2814	79	12	of	of	ADP
american_scientific_journal-2814	79	13	support	support	NOUN
american_scientific_journal-2814	79	14	vector	vector	NOUN
american_scientific_journal-2814	79	15	machines	machine	NOUN
american_scientific_journal-2814	79	16	(	(	PUNCT
american_scientific_journal-2814	79	17	svms	svms	NOUN
american_scientific_journal-2814	79	18	)	)	PUNCT
american_scientific_journal-2814	79	19	,	,	PUNCT
american_scientific_journal-2814	79	20	which	which	PRON
american_scientific_journal-2814	79	21	are	be	AUX
american_scientific_journal-2814	79	22	known	know	VERB
american_scientific_journal-2814	79	23	as	as	ADP
american_scientific_journal-2814	79	24	the	the	DET
american_scientific_journal-2814	79	25	classification	classification	NOUN
american_scientific_journal-2814	79	26	and	and	CCONJ
american_scientific_journal-2814	79	27	regression	regression	NOUN
american_scientific_journal-2814	79	28	procedures	procedure	NOUN
american_scientific_journal-2814	79	29	,	,	PUNCT
american_scientific_journal-2814	79	30	american	american	ADJ
american_scientific_journal-2814	79	31	scientific	scientific	ADJ
american_scientific_journal-2814	79	32	research	research	NOUN
american_scientific_journal-2814	79	33	journal	journal	NOUN
american_scientific_journal-2814	79	34	for	for	ADP
american_scientific_journal-2814	79	35	engineering	engineering	NOUN
american_scientific_journal-2814	79	36	,	,	PUNCT
american_scientific_journal-2814	79	37	technology	technology	NOUN
american_scientific_journal-2814	79	38	,	,	PUNCT
american_scientific_journal-2814	79	39	and	and	CCONJ
american_scientific_journal-2814	79	40	sciences	science	NOUN
american_scientific_journal-2814	79	41	(	(	PUNCT
american_scientific_journal-2814	79	42	asrjets	asrjet	NOUN
american_scientific_journal-2814	79	43	)	)	PUNCT
american_scientific_journal-2814	79	44	(	(	PUNCT
american_scientific_journal-2814	79	45	2017	2017	NUM
american_scientific_journal-2814	79	46	)	)	PUNCT
american_scientific_journal-2814	79	47	volume	volume	NOUN
american_scientific_journal-2814	79	48	29	29	NUM
american_scientific_journal-2814	79	49	,	,	PUNCT
american_scientific_journal-2814	79	50	no	no	DET
american_scientific_journal-2814	79	51	1	1	NUM
american_scientific_journal-2814	79	52	,	,	PUNCT
american_scientific_journal-2814	79	53	pp	pp	ADV
american_scientific_journal-2814	79	54	286	286	NUM
american_scientific_journal-2814	79	55	-	-	SYM
american_scientific_journal-2814	79	56	294	294	NUM
american_scientific_journal-2814	79	57	290	290	NUM
american_scientific_journal-2814	79	58	has	have	AUX
american_scientific_journal-2814	79	59	been	be	AUX
american_scientific_journal-2814	79	60	developed	develop	VERB
american_scientific_journal-2814	79	61	by	by	ADP
american_scientific_journal-2814	79	62	vapnik	vapnik	NOUN
american_scientific_journal-2814	79	63	[	[	X
american_scientific_journal-2814	79	64	26	26	NUM
american_scientific_journal-2814	79	65	]	]	PUNCT
american_scientific_journal-2814	79	66	.	.	PUNCT
american_scientific_journal-2814	80	1	support	support	NOUN
american_scientific_journal-2814	80	2	vector	vector	NOUN
american_scientific_journal-2814	80	3	regression	regression	NOUN
american_scientific_journal-2814	80	4	(	(	PUNCT
american_scientific_journal-2814	80	5	svr	svr	PROPN
american_scientific_journal-2814	80	6	)	)	PUNCT
american_scientific_journal-2814	80	7	is	be	AUX
american_scientific_journal-2814	80	8	used	use	VERB
american_scientific_journal-2814	80	9	to	to	PART
american_scientific_journal-2814	80	10	describe	describe	VERB
american_scientific_journal-2814	80	11	regression	regression	NOUN
american_scientific_journal-2814	80	12	with	with	ADP
american_scientific_journal-2814	80	13	svms	svms	NOUN
american_scientific_journal-2814	80	14	in	in	ADP
american_scientific_journal-2814	80	15	the	the	DET
american_scientific_journal-2814	80	16	open	open	ADJ
american_scientific_journal-2814	80	17	literature	literature	NOUN
american_scientific_journal-2814	80	18	.	.	PUNCT
american_scientific_journal-2814	81	1	in	in	ADP
american_scientific_journal-2814	81	2	regression	regression	NOUN
american_scientific_journal-2814	81	3	estimation	estimation	NOUN
american_scientific_journal-2814	81	4	with	with	ADP
american_scientific_journal-2814	81	5	svr	svr	PROPN
american_scientific_journal-2814	81	6	we	we	PRON
american_scientific_journal-2814	81	7	attempt	attempt	VERB
american_scientific_journal-2814	81	8	to	to	PART
american_scientific_journal-2814	81	9	estimate	estimate	VERB
american_scientific_journal-2814	81	10	a	a	DET
american_scientific_journal-2814	81	11	functional	functional	ADJ
american_scientific_journal-2814	81	12	dependency	dependency	NOUN
american_scientific_journal-2814	81	13	of	of	ADP
american_scientific_journal-2814	81	14	y(x	y(x	NOUN
american_scientific_journal-2814	81	15	)	)	PUNCT
american_scientific_journal-2814	81	16	on	on	ADP
american_scientific_journal-2814	81	17	x	x	PROPN
american_scientific_journal-2814	81	18	inputs	input	NOUN
american_scientific_journal-2814	81	19	.	.	PUNCT
american_scientific_journal-2814	82	1	the	the	DET
american_scientific_journal-2814	82	2	regression	regression	NOUN
american_scientific_journal-2814	82	3	estimation	estimation	NOUN
american_scientific_journal-2814	82	4	with	with	ADP
american_scientific_journal-2814	82	5	svr	svr	PROPN
american_scientific_journal-2814	82	6	is	be	AUX
american_scientific_journal-2814	82	7	to	to	PART
american_scientific_journal-2814	82	8	estimate	estimate	VERB
american_scientific_journal-2814	82	9	a	a	DET
american_scientific_journal-2814	82	10	function	function	NOUN
american_scientific_journal-2814	82	11	according	accord	VERB
american_scientific_journal-2814	82	12	to	to	ADP
american_scientific_journal-2814	82	13	a	a	DET
american_scientific_journal-2814	82	14	given	give	VERB
american_scientific_journal-2814	82	15	data	datum	NOUN
american_scientific_journal-2814	82	16	set	set	VERB
american_scientific_journal-2814	82	17	(	(	PUNCT
american_scientific_journal-2814	82	18	x	x	X
american_scientific_journal-2814	82	19	,	,	PUNCT
american_scientific_journal-2814	82	20	y	y	PROPN
american_scientific_journal-2814	82	21	)	)	PUNCT
american_scientific_journal-2814	82	22	,	,	PUNCT
american_scientific_journal-2814	82	23	where	where	SCONJ
american_scientific_journal-2814	82	24	x	x	PRON
american_scientific_journal-2814	82	25	denotes	denote	VERB
american_scientific_journal-2814	82	26	the	the	DET
american_scientific_journal-2814	82	27	input	input	NOUN
american_scientific_journal-2814	82	28	vector	vector	NOUN
american_scientific_journal-2814	82	29	;	;	PUNCT
american_scientific_journal-2814	82	30	y	y	PROPN
american_scientific_journal-2814	82	31	denotes	denote	VERB
american_scientific_journal-2814	82	32	the	the	DET
american_scientific_journal-2814	82	33	output	output	NOUN
american_scientific_journal-2814	82	34	(	(	PUNCT
american_scientific_journal-2814	82	35	herein	herein	NOUN
american_scientific_journal-2814	82	36	,	,	PUNCT
american_scientific_journal-2814	82	37	the	the	DET
american_scientific_journal-2814	82	38	input	input	NOUN
american_scientific_journal-2814	82	39	vectors	vector	NOUN
american_scientific_journal-2814	82	40	(	(	PUNCT
american_scientific_journal-2814	82	41	x	x	X
american_scientific_journal-2814	82	42	)	)	PUNCT
american_scientific_journal-2814	82	43	refer	refer	VERB
american_scientific_journal-2814	82	44	to	to	ADP
american_scientific_journal-2814	82	45	lagged	lag	VERB
american_scientific_journal-2814	82	46	values	value	NOUN
american_scientific_journal-2814	82	47	of	of	ADP
american_scientific_journal-2814	82	48	streamflow	streamflow	NOUN
american_scientific_journal-2814	82	49	,	,	PUNCT
american_scientific_journal-2814	82	50	whereas	whereas	SCONJ
american_scientific_journal-2814	82	51	the	the	DET
american_scientific_journal-2814	82	52	target	target	NOUN
american_scientific_journal-2814	82	53	values	value	NOUN
american_scientific_journal-2814	82	54	(	(	PUNCT
american_scientific_journal-2814	82	55	y	y	NOUN
american_scientific_journal-2814	82	56	)	)	PUNCT
american_scientific_journal-2814	82	57	refer	refer	VERB
american_scientific_journal-2814	82	58	to	to	ADP
american_scientific_journal-2814	82	59	forecasted	forecast	VERB
american_scientific_journal-2814	82	60	values	value	NOUN
american_scientific_journal-2814	82	61	)	)	PUNCT
american_scientific_journal-2814	82	62	.	.	PUNCT
american_scientific_journal-2814	83	1	the	the	DET
american_scientific_journal-2814	83	2	regression	regression	NOUN
american_scientific_journal-2814	83	3	function	function	NOUN
american_scientific_journal-2814	83	4	uses	use	VERB
american_scientific_journal-2814	83	5	the	the	DET
american_scientific_journal-2814	83	6	following	follow	VERB
american_scientific_journal-2814	83	7	function	function	NOUN
american_scientific_journal-2814	83	8	:	:	PUNCT
american_scientific_journal-2814	84	1	bxxy	bxxy	PROPN
american_scientific_journal-2814	84	2	t	t	PROPN
american_scientific_journal-2814	84	3	+	+	PROPN
american_scientific_journal-2814	84	4	=	=	NOUN
american_scientific_journal-2814	84	5	)	)	PUNCT
american_scientific_journal-2814	84	6	(	(	PUNCT
american_scientific_journal-2814	84	7	)	)	PUNCT
american_scientific_journal-2814	84	8	(	(	PUNCT
american_scientific_journal-2814	84	9	ϕω	ϕω	X
american_scientific_journal-2814	84	10	(	(	PUNCT
american_scientific_journal-2814	84	11	1	1	NUM
american_scientific_journal-2814	84	12	)	)	PUNCT
american_scientific_journal-2814	84	13	where	where	SCONJ
american_scientific_journal-2814	84	14	(	(	PUNCT
american_scientific_journal-2814	84	15	.)ϕ	.)ϕ	PRON
american_scientific_journal-2814	84	16	is	be	AUX
american_scientific_journal-2814	84	17	a	a	DET
american_scientific_journal-2814	84	18	nonlinear	nonlinear	ADJ
american_scientific_journal-2814	84	19	function	function	NOUN
american_scientific_journal-2814	84	20	by	by	ADP
american_scientific_journal-2814	84	21	which	which	PRON
american_scientific_journal-2814	84	22	x	x	PUNCT
american_scientific_journal-2814	84	23	is	be	AUX
american_scientific_journal-2814	84	24	mapped	map	VERB
american_scientific_journal-2814	84	25	into	into	ADP
american_scientific_journal-2814	84	26	a	a	DET
american_scientific_journal-2814	84	27	feature	feature	NOUN
american_scientific_journal-2814	84	28	space	space	NOUN
american_scientific_journal-2814	84	29	,	,	PUNCT
american_scientific_journal-2814	84	30	b	b	NOUN
american_scientific_journal-2814	84	31	and	and	CCONJ
american_scientific_journal-2814	84	32	x	x	NOUN
american_scientific_journal-2814	84	33	denote	denote	VERB
american_scientific_journal-2814	84	34	a	a	DET
american_scientific_journal-2814	84	35	weight	weight	NOUN
american_scientific_journal-2814	84	36	vector	vector	NOUN
american_scientific_journal-2814	84	37	and	and	CCONJ
american_scientific_journal-2814	84	38	a	a	DET
american_scientific_journal-2814	84	39	coefficient	coefficient	NOUN
american_scientific_journal-2814	84	40	that	that	PRON
american_scientific_journal-2814	84	41	have	have	VERB
american_scientific_journal-2814	84	42	to	to	PART
american_scientific_journal-2814	84	43	be	be	AUX
american_scientific_journal-2814	84	44	estimated	estimate	VERB
american_scientific_journal-2814	84	45	from	from	ADP
american_scientific_journal-2814	84	46	the	the	DET
american_scientific_journal-2814	84	47	data	datum	NOUN
american_scientific_journal-2814	84	48	.	.	PUNCT
american_scientific_journal-2814	85	1	4	4	X
american_scientific_journal-2814	85	2	.	.	NOUN
american_scientific_journal-2814	85	3	results	result	NOUN
american_scientific_journal-2814	85	4	and	and	CCONJ
american_scientific_journal-2814	85	5	discussion	discussion	NOUN
american_scientific_journal-2814	85	6	in	in	ADP
american_scientific_journal-2814	85	7	this	this	DET
american_scientific_journal-2814	85	8	study	study	NOUN
american_scientific_journal-2814	85	9	,	,	PUNCT
american_scientific_journal-2814	85	10	the	the	DET
american_scientific_journal-2814	85	11	svm	svm	PROPN
american_scientific_journal-2814	85	12	and	and	CCONJ
american_scientific_journal-2814	85	13	ann	ann	PROPN
american_scientific_journal-2814	85	14	models	model	NOUN
american_scientific_journal-2814	85	15	were	be	AUX
american_scientific_journal-2814	85	16	tested	test	VERB
american_scientific_journal-2814	85	17	in	in	ADP
american_scientific_journal-2814	85	18	one	one	NUM
american_scientific_journal-2814	85	19	month	month	NOUN
american_scientific_journal-2814	85	20	ahead	ahead	ADV
american_scientific_journal-2814	85	21	streamflow	streamflow	PROPN
american_scientific_journal-2814	85	22	forecasting	forecasting	NOUN
american_scientific_journal-2814	85	23	.	.	PUNCT
american_scientific_journal-2814	86	1	three	three	NUM
american_scientific_journal-2814	86	2	input	input	NOUN
american_scientific_journal-2814	86	3	combinations	combination	NOUN
american_scientific_journal-2814	86	4	based	base	VERB
american_scientific_journal-2814	86	5	on	on	ADP
american_scientific_journal-2814	86	6	lagged	lag	VERB
american_scientific_journal-2814	86	7	monthly	monthly	ADJ
american_scientific_journal-2814	86	8	streamflow	streamflow	NOUN
american_scientific_journal-2814	86	9	values	value	NOUN
american_scientific_journal-2814	86	10	were	be	AUX
american_scientific_journal-2814	86	11	selected	select	VERB
american_scientific_journal-2814	86	12	in	in	ADP
american_scientific_journal-2814	86	13	this	this	DET
american_scientific_journal-2814	86	14	study	study	NOUN
american_scientific_journal-2814	86	15	.	.	PUNCT
american_scientific_journal-2814	87	1	let	let	AUX
american_scientific_journal-2814	87	2	assume	assume	VERB
american_scientific_journal-2814	87	3	that	that	SCONJ
american_scientific_journal-2814	87	4	the	the	DET
american_scientific_journal-2814	87	5	sft	sft	NOUN
american_scientific_journal-2814	87	6	represents	represent	VERB
american_scientific_journal-2814	87	7	the	the	DET
american_scientific_journal-2814	87	8	flow	flow	NOUN
american_scientific_journal-2814	87	9	at	at	ADP
american_scientific_journal-2814	87	10	time	time	NOUN
american_scientific_journal-2814	87	11	t	t	PROPN
american_scientific_journal-2814	87	12	,	,	PUNCT
american_scientific_journal-2814	87	13	the	the	DET
american_scientific_journal-2814	87	14	input	input	NOUN
american_scientific_journal-2814	87	15	combinations	combination	NOUN
american_scientific_journal-2814	87	16	selected	select	VERB
american_scientific_journal-2814	87	17	in	in	ADP
american_scientific_journal-2814	87	18	the	the	DET
american_scientific_journal-2814	87	19	study	study	NOUN
american_scientific_journal-2814	87	20	are	be	AUX
american_scientific_journal-2814	87	21	;	;	PUNCT
american_scientific_journal-2814	87	22	(	(	PUNCT
american_scientific_journal-2814	87	23	i	i	NOUN
american_scientific_journal-2814	87	24	)	)	PUNCT
american_scientific_journal-2814	87	25	sft-1,(ii	sft-1,(ii	NOUN
american_scientific_journal-2814	87	26	)	)	PUNCT
american_scientific_journal-2814	87	27	sft-1	sft-1	NOUN
american_scientific_journal-2814	87	28	,	,	PUNCT
american_scientific_journal-2814	87	29	sft-2	sft-2	X
american_scientific_journal-2814	87	30	,	,	PUNCT
american_scientific_journal-2814	87	31	(	(	PUNCT
american_scientific_journal-2814	87	32	iii	iii	NOUN
american_scientific_journal-2814	87	33	)	)	PUNCT
american_scientific_journal-2814	87	34	sft-1	sft-1	NOUN
american_scientific_journal-2814	87	35	,	,	PUNCT
american_scientific_journal-2814	87	36	sft-2	sft-2	PUNCT
american_scientific_journal-2814	87	37	and	and	CCONJ
american_scientific_journal-2814	87	38	sft-3	sft-3	NOUN
american_scientific_journal-2814	87	39	.	.	PUNCT
american_scientific_journal-2814	88	1	the	the	DET
american_scientific_journal-2814	88	2	models	model	NOUN
american_scientific_journal-2814	88	3	performance	performance	NOUN
american_scientific_journal-2814	88	4	was	be	AUX
american_scientific_journal-2814	88	5	evaluated	evaluate	VERB
american_scientific_journal-2814	88	6	with	with	ADP
american_scientific_journal-2814	88	7	respect	respect	NOUN
american_scientific_journal-2814	88	8	to	to	ADP
american_scientific_journal-2814	88	9	root	root	NOUN
american_scientific_journal-2814	88	10	mean	mean	ADJ
american_scientific_journal-2814	88	11	square	square	ADJ
american_scientific_journal-2814	88	12	errors	error	NOUN
american_scientific_journal-2814	88	13	(	(	PUNCT
american_scientific_journal-2814	88	14	rmse	rmse	NOUN
american_scientific_journal-2814	88	15	)	)	PUNCT
american_scientific_journal-2814	88	16	,	,	PUNCT
american_scientific_journal-2814	88	17	mean	mean	VERB
american_scientific_journal-2814	88	18	absolute	absolute	ADJ
american_scientific_journal-2814	88	19	errors	error	NOUN
american_scientific_journal-2814	88	20	(	(	PUNCT
american_scientific_journal-2814	88	21	mae	mae	PROPN
american_scientific_journal-2814	88	22	)	)	PUNCT
american_scientific_journal-2814	88	23	and	and	CCONJ
american_scientific_journal-2814	88	24	determination	determination	NOUN
american_scientific_journal-2814	88	25	coefficient	coefficient	NOUN
american_scientific_journal-2814	88	26	(	(	PUNCT
american_scientific_journal-2814	88	27	r2	r2	PROPN
american_scientific_journal-2814	88	28	)	)	PUNCT
american_scientific_journal-2814	88	29	statistics	statistic	NOUN
american_scientific_journal-2814	88	30	for	for	ADP
american_scientific_journal-2814	88	31	each	each	DET
american_scientific_journal-2814	88	32	input	input	NOUN
american_scientific_journal-2814	88	33	combination	combination	NOUN
american_scientific_journal-2814	88	34	.	.	PUNCT
american_scientific_journal-2814	89	1	the	the	DET
american_scientific_journal-2814	89	2	rmse	rmse	NOUN
american_scientific_journal-2814	89	3	,	,	PUNCT
american_scientific_journal-2814	89	4	mae	mae	PROPN
american_scientific_journal-2814	89	5	and	and	CCONJ
american_scientific_journal-2814	89	6	r2	r2	PROPN
american_scientific_journal-2814	89	7	can	can	AUX
american_scientific_journal-2814	89	8	be	be	AUX
american_scientific_journal-2814	89	9	expressed	express	VERB
american_scientific_journal-2814	89	10	as	as	ADP
american_scientific_journal-2814	89	11	;	;	PUNCT
american_scientific_journal-2814	89	12	2	2	NUM
american_scientific_journal-2814	89	13	1	1	NUM
american_scientific_journal-2814	89	14	)	)	PUNCT
american_scientific_journal-2814	89	15	(	(	PUNCT
american_scientific_journal-2814	89	16	1	1	NUM
american_scientific_journal-2814	89	17	f	f	PROPN
american_scientific_journal-2814	89	18	n	n	ADP
american_scientific_journal-2814	89	19	t	t	NOUN
american_scientific_journal-2814	89	20	o	o	NOUN
american_scientific_journal-2814	89	21	sfsf	sfsf	PROPN
american_scientific_journal-2814	89	22	n	n	PROPN
american_scientific_journal-2814	89	23	rmse	rmse	VERB
american_scientific_journal-2814	89	24	∑	∑	ADV
american_scientific_journal-2814	89	25	=	=	PUNCT
american_scientific_journal-2814	89	26	−=	−=	X
american_scientific_journal-2814	89	27	(	(	PUNCT
american_scientific_journal-2814	89	28	2	2	NUM
american_scientific_journal-2814	89	29	)	)	PUNCT
american_scientific_journal-2814	89	30	=	=	NOUN
american_scientific_journal-2814	89	31	mae	mae	PROPN
american_scientific_journal-2814	89	32	∑	∑	PROPN
american_scientific_journal-2814	89	33	=	=	SYM
american_scientific_journal-2814	89	34	−	−	PROPN
american_scientific_journal-2814	89	35	n	n	PRON
american_scientific_journal-2814	89	36	t	t	NOUN
american_scientific_journal-2814	89	37	fo	fo	NOUN
american_scientific_journal-2814	89	38	sfsf	sfsf	PROPN
american_scientific_journal-2814	89	39	n	n	PROPN
american_scientific_journal-2814	89	40	1	1	NUM
american_scientific_journal-2814	89	41	1	1	NUM
american_scientific_journal-2814	89	42	(	(	PUNCT
american_scientific_journal-2814	89	43	3	3	NUM
american_scientific_journal-2814	89	44	)	)	SYM
american_scientific_journal-2814	89	45	2	2	NUM
american_scientific_journal-2814	89	46	1	1	NUM
american_scientific_journal-2814	89	47	22	22	NUM
american_scientific_journal-2814	89	48	12	12	NUM
american_scientific_journal-2814	89	49	)	)	PUNCT
american_scientific_journal-2814	89	50	(	(	PUNCT
american_scientific_journal-2814	89	51	)	)	PUNCT
american_scientific_journal-2814	89	52	(	(	PUNCT
american_scientific_journal-2814	89	53	)	)	PUNCT
american_scientific_journal-2814	89	54	(	(	PUNCT
american_scientific_journal-2814	89	55	)	)	PUNCT
american_scientific_journal-2814	89	56	(	(	PUNCT
american_scientific_journal-2814	89	57			PROPN
american_scientific_journal-2814	89	58			PROPN
american_scientific_journal-2814	89	59			PROPN
american_scientific_journal-2814	89	60			PROPN
american_scientific_journal-2814	89	61			PROPN
american_scientific_journal-2814	89	62			PROPN
american_scientific_journal-2814	89	63			PROPN
american_scientific_journal-2814	89	64			ADJ
american_scientific_journal-2814	89	65			ADJ
american_scientific_journal-2814	89	66			ADJ
american_scientific_journal-2814	89	67			ADJ
american_scientific_journal-2814	89	68			ADJ
american_scientific_journal-2814	89	69			NUM
american_scientific_journal-2814	89	70			PROPN
american_scientific_journal-2814	89	71	−−	−−	NOUN
american_scientific_journal-2814	89	72	−−	−−	NOUN
american_scientific_journal-2814	89	73	=	=	SYM
american_scientific_journal-2814	89	74	∑	∑	PUNCT
american_scientific_journal-2814	89	75	∑	∑	PUNCT
american_scientific_journal-2814	89	76	=	=	SYM
american_scientific_journal-2814	89	77	=	=	SYM
american_scientific_journal-2814	89	78	n	n	NUM
american_scientific_journal-2814	89	79	t	t	PROPN
american_scientific_journal-2814	89	80	ffoo	ffoo	PROPN
american_scientific_journal-2814	89	81	n	n	ADP
american_scientific_journal-2814	89	82	t	t	PROPN
american_scientific_journal-2814	89	83	ffoo	ffoo	NOUN
american_scientific_journal-2814	89	84	sfsfsfsf	sfsfsfsf	PROPN
american_scientific_journal-2814	89	85	sfsfsfsf	sfsfsfsf	PROPN
american_scientific_journal-2814	89	86	r	r	PROPN
american_scientific_journal-2814	89	87	(	(	PUNCT
american_scientific_journal-2814	89	88	4	4	NUM
american_scientific_journal-2814	89	89	)	)	PUNCT
american_scientific_journal-2814	89	90	where	where	SCONJ
american_scientific_journal-2814	89	91	n	n	PRON
american_scientific_journal-2814	89	92	is	be	AUX
american_scientific_journal-2814	89	93	the	the	DET
american_scientific_journal-2814	89	94	total	total	ADJ
american_scientific_journal-2814	89	95	number	number	NOUN
american_scientific_journal-2814	89	96	of	of	ADP
american_scientific_journal-2814	89	97	observations	observation	NOUN
american_scientific_journal-2814	89	98	,	,	PUNCT
american_scientific_journal-2814	89	99	sfo	sfo	PROPN
american_scientific_journal-2814	89	100	is	be	AUX
american_scientific_journal-2814	89	101	observed	observe	VERB
american_scientific_journal-2814	89	102	flow	flow	NOUN
american_scientific_journal-2814	89	103	,	,	PUNCT
american_scientific_journal-2814	89	104	sff	sff	PROPN
american_scientific_journal-2814	89	105	is	be	AUX
american_scientific_journal-2814	89	106	forecasted	forecast	VERB
american_scientific_journal-2814	89	107	streamflow	streamflow	PROPN
american_scientific_journal-2814	89	108	,	,	PUNCT
american_scientific_journal-2814	89	109	̅sfo	̅sfo	PRON
american_scientific_journal-2814	89	110	is	be	AUX
american_scientific_journal-2814	89	111	average	average	ADJ
american_scientific_journal-2814	89	112	of	of	ADP
american_scientific_journal-2814	89	113	streamflow	streamflow	NOUN
american_scientific_journal-2814	89	114	and	and	CCONJ
american_scientific_journal-2814	89	115	s̅ff	s̅ff	NOUN
american_scientific_journal-2814	89	116	is	be	AUX
american_scientific_journal-2814	89	117	average	average	ADJ
american_scientific_journal-2814	89	118	forecasted	forecast	VERB
american_scientific_journal-2814	89	119	flow	flow	NOUN
american_scientific_journal-2814	89	120	.	.	PUNCT
american_scientific_journal-2814	90	1	before	before	ADP
american_scientific_journal-2814	90	2	testing	test	VERB
american_scientific_journal-2814	90	3	the	the	DET
american_scientific_journal-2814	90	4	data	datum	NOUN
american_scientific_journal-2814	90	5	,	,	PUNCT
american_scientific_journal-2814	90	6	the	the	DET
american_scientific_journal-2814	90	7	architecture	architecture	NOUN
american_scientific_journal-2814	90	8	of	of	ADP
american_scientific_journal-2814	90	9	ann	ann	PROPN
american_scientific_journal-2814	90	10	and	and	CCONJ
american_scientific_journal-2814	90	11	the	the	DET
american_scientific_journal-2814	90	12	parameters	parameter	NOUN
american_scientific_journal-2814	90	13	for	for	ADP
american_scientific_journal-2814	90	14	the	the	DET
american_scientific_journal-2814	90	15	svm	svm	ADJ
american_scientific_journal-2814	90	16	model	model	NOUN
american_scientific_journal-2814	90	17	(	(	PUNCT
american_scientific_journal-2814	90	18	c	c	NOUN
american_scientific_journal-2814	90	19	and	and	CCONJ
american_scientific_journal-2814	90	20	sigma	sigma	PROPN
american_scientific_journal-2814	90	21	)	)	PUNCT
american_scientific_journal-2814	90	22	determined	determine	VERB
american_scientific_journal-2814	90	23	by	by	ADP
american_scientific_journal-2814	90	24	using	use	VERB
american_scientific_journal-2814	90	25	trial	trial	NOUN
american_scientific_journal-2814	90	26	and	and	CCONJ
american_scientific_journal-2814	90	27	error	error	NOUN
american_scientific_journal-2814	90	28	procedure	procedure	NOUN
american_scientific_journal-2814	90	29	.	.	PUNCT
american_scientific_journal-2814	91	1	however	however	ADV
american_scientific_journal-2814	91	2	,	,	PUNCT
american_scientific_journal-2814	91	3	the	the	DET
american_scientific_journal-2814	91	4	trial	trial	NOUN
american_scientific_journal-2814	91	5	and	and	CCONJ
american_scientific_journal-2814	91	6	error	error	NOUN
american_scientific_journal-2814	91	7	procedure	procedure	NOUN
american_scientific_journal-2814	91	8	for	for	ADP
american_scientific_journal-2814	91	9	svm	svm	PROPN
american_scientific_journal-2814	91	10	’s	’s	PART
american_scientific_journal-2814	91	11	parameters	parameter	NOUN
american_scientific_journal-2814	91	12	determination	determination	NOUN
american_scientific_journal-2814	91	13	converges	converge	VERB
american_scientific_journal-2814	91	14	very	very	ADV
american_scientific_journal-2814	91	15	quickly	quickly	ADV
american_scientific_journal-2814	91	16	while	while	SCONJ
american_scientific_journal-2814	91	17	ann	ann	PROPN
american_scientific_journal-2814	91	18	took	take	VERB
american_scientific_journal-2814	91	19	more	more	ADJ
american_scientific_journal-2814	91	20	time	time	NOUN
american_scientific_journal-2814	91	21	to	to	PART
american_scientific_journal-2814	91	22	obtain	obtain	VERB
american_scientific_journal-2814	91	23	optimal	optimal	ADJ
american_scientific_journal-2814	91	24	architecture	architecture	NOUN
american_scientific_journal-2814	91	25	for	for	ADP
american_scientific_journal-2814	91	26	the	the	DET
american_scientific_journal-2814	91	27	given	give	VERB
american_scientific_journal-2814	91	28	training	training	NOUN
american_scientific_journal-2814	91	29	set	set	NOUN
american_scientific_journal-2814	91	30	.	.	PUNCT
american_scientific_journal-2814	92	1	table	table	NOUN
american_scientific_journal-2814	92	2	2	2	NUM
american_scientific_journal-2814	92	3	shows	show	VERB
american_scientific_journal-2814	92	4	the	the	DET
american_scientific_journal-2814	92	5	test	test	NOUN
american_scientific_journal-2814	92	6	results	result	NOUN
american_scientific_journal-2814	92	7	of	of	ADP
american_scientific_journal-2814	92	8	the	the	DET
american_scientific_journal-2814	92	9	svm	svm	ADJ
american_scientific_journal-2814	92	10	models	model	NOUN
american_scientific_journal-2814	92	11	using	use	VERB
american_scientific_journal-2814	92	12	the	the	DET
american_scientific_journal-2814	92	13	different	different	ADJ
american_scientific_journal-2814	92	14	input	input	NOUN
american_scientific_journal-2814	92	15	combinations	combination	NOUN
american_scientific_journal-2814	92	16	for	for	ADP
american_scientific_journal-2814	92	17	the	the	DET
american_scientific_journal-2814	92	18	american	american	ADJ
american_scientific_journal-2814	92	19	scientific	scientific	PROPN
american_scientific_journal-2814	92	20	research	research	PROPN
american_scientific_journal-2814	92	21	journal	journal	NOUN
american_scientific_journal-2814	92	22	for	for	ADP
american_scientific_journal-2814	92	23	engineering	engineering	NOUN
american_scientific_journal-2814	92	24	,	,	PUNCT
american_scientific_journal-2814	92	25	technology	technology	NOUN
american_scientific_journal-2814	92	26	,	,	PUNCT
american_scientific_journal-2814	92	27	and	and	CCONJ
american_scientific_journal-2814	92	28	sciences	science	NOUN
american_scientific_journal-2814	92	29	(	(	PUNCT
american_scientific_journal-2814	92	30	asrjets	asrjet	NOUN
american_scientific_journal-2814	92	31	)	)	PUNCT
american_scientific_journal-2814	92	32	(	(	PUNCT
american_scientific_journal-2814	92	33	2017	2017	NUM
american_scientific_journal-2814	92	34	)	)	PUNCT
american_scientific_journal-2814	92	35	volume	volume	NOUN
american_scientific_journal-2814	92	36	29	29	NUM
american_scientific_journal-2814	92	37	,	,	PUNCT
american_scientific_journal-2814	92	38	no	no	DET
american_scientific_journal-2814	92	39	1	1	NUM
american_scientific_journal-2814	92	40	,	,	PUNCT
american_scientific_journal-2814	92	41	pp	pp	ADV
american_scientific_journal-2814	92	42	286	286	NUM
american_scientific_journal-2814	92	43	-	-	SYM
american_scientific_journal-2814	92	44	294	294	NUM
american_scientific_journal-2814	92	45	291	291	NUM
american_scientific_journal-2814	92	46	dainyor	dainyor	NOUN
american_scientific_journal-2814	92	47	station	station	NOUN
american_scientific_journal-2814	92	48	.	.	PUNCT
american_scientific_journal-2814	93	1	table	table	NOUN
american_scientific_journal-2814	93	2	2	2	NUM
american_scientific_journal-2814	93	3	:	:	PUNCT
american_scientific_journal-2814	93	4	the	the	DET
american_scientific_journal-2814	93	5	rmse	rmse	NOUN
american_scientific_journal-2814	93	6	,	,	PUNCT
american_scientific_journal-2814	93	7	mae	mae	PROPN
american_scientific_journal-2814	93	8	and	and	CCONJ
american_scientific_journal-2814	93	9	r2	r2	PROPN
american_scientific_journal-2814	93	10	statistics	statistic	NOUN
american_scientific_journal-2814	93	11	of	of	ADP
american_scientific_journal-2814	93	12	svm	svm	ADJ
american_scientific_journal-2814	93	13	models	model	NOUN
american_scientific_journal-2814	93	14	using	use	VERB
american_scientific_journal-2814	93	15	different	different	ADJ
american_scientific_journal-2814	93	16	streamflow	streamflow	NOUN
american_scientific_journal-2814	93	17	input	input	NOUN
american_scientific_journal-2814	93	18	combinations	combination	NOUN
american_scientific_journal-2814	93	19	model	model	NOUN
american_scientific_journal-2814	93	20	inputs	input	VERB
american_scientific_journal-2814	93	21	training	training	NOUN
american_scientific_journal-2814	93	22	period	period	NOUN
american_scientific_journal-2814	93	23	testing	testing	NOUN
american_scientific_journal-2814	93	24	period	period	NOUN
american_scientific_journal-2814	93	25	rmse	rmse	PROPN
american_scientific_journal-2814	93	26	mae	mae	PROPN
american_scientific_journal-2814	93	27	r2	r2	PROPN
american_scientific_journal-2814	93	28	rmse	rmse	PROPN
american_scientific_journal-2814	93	29	mae	mae	PROPN
american_scientific_journal-2814	93	30	r2	r2	PROPN
american_scientific_journal-2814	93	31	sft-1	sft-1	NUM
american_scientific_journal-2814	93	32	219.32	219.32	NUM
american_scientific_journal-2814	93	33	170.97	170.97	NUM
american_scientific_journal-2814	93	34	0.561	0.561	NUM
american_scientific_journal-2814	93	35	238.81	238.81	NUM
american_scientific_journal-2814	93	36	176.15	176.15	NUM
american_scientific_journal-2814	93	37	0.539	0.539	NUM
american_scientific_journal-2814	93	38	sft-1	sft-1	NUM
american_scientific_journal-2814	93	39	,	,	PUNCT
american_scientific_journal-2814	93	40	sft-2	sft-2	PUNCT
american_scientific_journal-2814	93	41	147.91	147.91	NUM
american_scientific_journal-2814	93	42	102.56	102.56	NUM
american_scientific_journal-2814	93	43	0.869	0.869	NUM
american_scientific_journal-2814	93	44	151.36	151.36	NUM
american_scientific_journal-2814	93	45	105.42	105.42	NUM
american_scientific_journal-2814	93	46	0.859	0.859	NUM
american_scientific_journal-2814	93	47	sft-1	sft-1	NUM
american_scientific_journal-2814	93	48	,	,	PUNCT
american_scientific_journal-2814	93	49	sft-2	sft-2	X
american_scientific_journal-2814	93	50	,	,	PUNCT
american_scientific_journal-2814	93	51	sft-3	sft-3	ADV
american_scientific_journal-2814	93	52	140.43	140.43	NUM
american_scientific_journal-2814	93	53	91.75	91.75	NUM
american_scientific_journal-2814	93	54	0.896	0.896	NUM
american_scientific_journal-2814	93	55	147.01	147.01	NUM
american_scientific_journal-2814	93	56	86.68	86.68	NUM
american_scientific_journal-2814	93	57	0.872	0.872	NUM
american_scientific_journal-2814	93	58	according	accord	VERB
american_scientific_journal-2814	93	59	to	to	ADP
american_scientific_journal-2814	93	60	the	the	DET
american_scientific_journal-2814	93	61	performance	performance	NOUN
american_scientific_journal-2814	93	62	of	of	ADP
american_scientific_journal-2814	93	63	the	the	DET
american_scientific_journal-2814	93	64	svm	svm	ADJ
american_scientific_journal-2814	93	65	models	model	NOUN
american_scientific_journal-2814	93	66	,	,	PUNCT
american_scientific_journal-2814	93	67	the	the	DET
american_scientific_journal-2814	93	68	svm	svm	ADJ
american_scientific_journal-2814	93	69	model	model	NOUN
american_scientific_journal-2814	93	70	provides	provide	VERB
american_scientific_journal-2814	93	71	give	give	VERB
american_scientific_journal-2814	93	72	better	well	ADJ
american_scientific_journal-2814	93	73	accuracies	accuracy	NOUN
american_scientific_journal-2814	93	74	for	for	ADP
american_scientific_journal-2814	93	75	the	the	DET
american_scientific_journal-2814	93	76	input	input	NOUN
american_scientific_journal-2814	93	77	combinations	combination	NOUN
american_scientific_journal-2814	93	78	(	(	PUNCT
american_scientific_journal-2814	93	79	iii	iii	NOUN
american_scientific_journal-2814	93	80	)	)	PUNCT
american_scientific_journal-2814	93	81	than	than	ADP
american_scientific_journal-2814	93	82	the	the	DET
american_scientific_journal-2814	93	83	input	input	NOUN
american_scientific_journal-2814	93	84	combination	combination	NOUN
american_scientific_journal-2814	93	85	(	(	PUNCT
american_scientific_journal-2814	93	86	i	i	NOUN
american_scientific_journal-2814	93	87	)	)	PUNCT
american_scientific_journal-2814	93	88	and	and	CCONJ
american_scientific_journal-2814	93	89	(	(	PUNCT
american_scientific_journal-2814	93	90	ii	ii	NOUN
american_scientific_journal-2814	93	91	)	)	PUNCT
american_scientific_journal-2814	93	92	.	.	PUNCT
american_scientific_journal-2814	94	1	the	the	DET
american_scientific_journal-2814	94	2	test	test	NOUN
american_scientific_journal-2814	94	3	results	result	NOUN
american_scientific_journal-2814	94	4	of	of	ADP
american_scientific_journal-2814	94	5	the	the	DET
american_scientific_journal-2814	94	6	ann	ann	PROPN
american_scientific_journal-2814	94	7	models	model	NOUN
american_scientific_journal-2814	94	8	using	use	VERB
american_scientific_journal-2814	94	9	the	the	DET
american_scientific_journal-2814	94	10	different	different	ADJ
american_scientific_journal-2814	94	11	input	input	NOUN
american_scientific_journal-2814	94	12	combinations	combination	NOUN
american_scientific_journal-2814	94	13	for	for	ADP
american_scientific_journal-2814	94	14	the	the	DET
american_scientific_journal-2814	94	15	dainyor	dainyor	NOUN
american_scientific_journal-2814	94	16	station	station	NOUN
american_scientific_journal-2814	94	17	is	be	AUX
american_scientific_journal-2814	94	18	given	give	VERB
american_scientific_journal-2814	94	19	in	in	ADP
american_scientific_journal-2814	94	20	table	table	NOUN
american_scientific_journal-2814	94	21	3	3	NUM
american_scientific_journal-2814	94	22	.	.	PUNCT
american_scientific_journal-2814	95	1	it	it	PRON
american_scientific_journal-2814	95	2	is	be	AUX
american_scientific_journal-2814	95	3	clear	clear	ADJ
american_scientific_journal-2814	95	4	from	from	ADP
american_scientific_journal-2814	95	5	the	the	DET
american_scientific_journal-2814	95	6	table	table	NOUN
american_scientific_journal-2814	95	7	that	that	SCONJ
american_scientific_journal-2814	95	8	ann	ann	PROPN
american_scientific_journal-2814	95	9	models	model	NOUN
american_scientific_journal-2814	95	10	also	also	ADV
american_scientific_journal-2814	95	11	gives	give	VERB
american_scientific_journal-2814	95	12	better	well	ADJ
american_scientific_journal-2814	95	13	forecast	forecast	NOUN
american_scientific_journal-2814	95	14	results	result	NOUN
american_scientific_journal-2814	95	15	for	for	ADP
american_scientific_journal-2814	95	16	the	the	DET
american_scientific_journal-2814	95	17	input	input	NOUN
american_scientific_journal-2814	95	18	combination	combination	NOUN
american_scientific_journal-2814	95	19	(	(	PUNCT
american_scientific_journal-2814	95	20	iii	iii	NOUN
american_scientific_journal-2814	95	21	)	)	PUNCT
american_scientific_journal-2814	95	22	in	in	ADP
american_scientific_journal-2814	95	23	comparison	comparison	NOUN
american_scientific_journal-2814	95	24	of	of	ADP
american_scientific_journal-2814	95	25	input	input	NOUN
american_scientific_journal-2814	95	26	combination	combination	NOUN
american_scientific_journal-2814	95	27	(	(	PUNCT
american_scientific_journal-2814	95	28	i	i	NOUN
american_scientific_journal-2814	95	29	)	)	PUNCT
american_scientific_journal-2814	95	30	and	and	CCONJ
american_scientific_journal-2814	95	31	(	(	PUNCT
american_scientific_journal-2814	95	32	ii	ii	NOUN
american_scientific_journal-2814	95	33	)	)	PUNCT
american_scientific_journal-2814	95	34	.	.	PUNCT
american_scientific_journal-2814	96	1	however	however	ADV
american_scientific_journal-2814	96	2	,	,	PUNCT
american_scientific_journal-2814	96	3	the	the	DET
american_scientific_journal-2814	96	4	input	input	NOUN
american_scientific_journal-2814	96	5	combination	combination	NOUN
american_scientific_journal-2814	96	6	(	(	PUNCT
american_scientific_journal-2814	96	7	i	i	NOUN
american_scientific_journal-2814	96	8	)	)	PUNCT
american_scientific_journal-2814	96	9	shows	show	VERB
american_scientific_journal-2814	96	10	worse	bad	ADJ
american_scientific_journal-2814	96	11	results	result	NOUN
american_scientific_journal-2814	96	12	for	for	ADP
american_scientific_journal-2814	96	13	both	both	CCONJ
american_scientific_journal-2814	96	14	soft	soft	ADJ
american_scientific_journal-2814	96	15	computing	computing	NOUN
american_scientific_journal-2814	96	16	models	model	NOUN
american_scientific_journal-2814	96	17	.	.	PUNCT
american_scientific_journal-2814	97	1	table	table	NOUN
american_scientific_journal-2814	97	2	3	3	NUM
american_scientific_journal-2814	97	3	:	:	PUNCT
american_scientific_journal-2814	97	4	the	the	DET
american_scientific_journal-2814	97	5	rmse	rmse	NOUN
american_scientific_journal-2814	97	6	,	,	PUNCT
american_scientific_journal-2814	97	7	mae	mae	PROPN
american_scientific_journal-2814	97	8	and	and	CCONJ
american_scientific_journal-2814	97	9	r2	r2	PROPN
american_scientific_journal-2814	97	10	statistics	statistic	NOUN
american_scientific_journal-2814	97	11	of	of	ADP
american_scientific_journal-2814	97	12	ann	ann	PROPN
american_scientific_journal-2814	97	13	models	model	NOUN
american_scientific_journal-2814	97	14	using	use	VERB
american_scientific_journal-2814	97	15	different	different	ADJ
american_scientific_journal-2814	97	16	streamflow	streamflow	NOUN
american_scientific_journal-2814	97	17	input	input	NOUN
american_scientific_journal-2814	97	18	combinations	combination	NOUN
american_scientific_journal-2814	97	19	model	model	NOUN
american_scientific_journal-2814	97	20	inputs	input	VERB
american_scientific_journal-2814	97	21	training	training	NOUN
american_scientific_journal-2814	97	22	period	period	NOUN
american_scientific_journal-2814	97	23	testing	testing	NOUN
american_scientific_journal-2814	97	24	period	period	NOUN
american_scientific_journal-2814	97	25	rmse	rmse	PROPN
american_scientific_journal-2814	97	26	mae	mae	PROPN
american_scientific_journal-2814	97	27	r2	r2	PROPN
american_scientific_journal-2814	97	28	rmse	rmse	PROPN
american_scientific_journal-2814	97	29	mae	mae	PROPN
american_scientific_journal-2814	97	30	r2	r2	PROPN
american_scientific_journal-2814	97	31	sft-1	sft-1	NUM
american_scientific_journal-2814	97	32	229.36	229.36	NUM
american_scientific_journal-2814	97	33	159.24	159.24	NUM
american_scientific_journal-2814	97	34	0.579	0.579	NUM
american_scientific_journal-2814	97	35	240.53	240.53	NUM
american_scientific_journal-2814	97	36	159.42	159.42	NUM
american_scientific_journal-2814	97	37	0.559	0.559	NUM
american_scientific_journal-2814	97	38	sft-1	sft-1	NOUN
american_scientific_journal-2814	97	39	,	,	PUNCT
american_scientific_journal-2814	97	40	sft-2	sft-2	PUNCT
american_scientific_journal-2814	97	41	193.01	193.01	NUM
american_scientific_journal-2814	97	42	125.62	125.62	NUM
american_scientific_journal-2814	97	43	0.851	0.851	NUM
american_scientific_journal-2814	97	44	174.39	174.39	NUM
american_scientific_journal-2814	97	45	109.21	109.21	NUM
american_scientific_journal-2814	97	46	0.853	0.853	NUM
american_scientific_journal-2814	97	47	sft-1	sft-1	NOUN
american_scientific_journal-2814	97	48	,	,	PUNCT
american_scientific_journal-2814	97	49	sft-2	sft-2	X
american_scientific_journal-2814	97	50	,	,	PUNCT
american_scientific_journal-2814	97	51	sft-3	sft-3	ADJ
american_scientific_journal-2814	97	52	167.08	167.08	NUM
american_scientific_journal-2814	97	53	100.17	100.17	NUM
american_scientific_journal-2814	97	54	0.888	0.888	NUM
american_scientific_journal-2814	97	55	161.59	161.59	NUM
american_scientific_journal-2814	97	56	94.87	94.87	NUM
american_scientific_journal-2814	97	57	0.869	0.869	NUM
american_scientific_journal-2814	97	58	figure	figure	NOUN
american_scientific_journal-2814	97	59	3	3	NUM
american_scientific_journal-2814	97	60	:	:	PUNCT
american_scientific_journal-2814	97	61	flow	flow	NOUN
american_scientific_journal-2814	97	62	hydrograph	hydrograph	NOUN
american_scientific_journal-2814	97	63	between	between	ADP
american_scientific_journal-2814	97	64	original	original	ADJ
american_scientific_journal-2814	97	65	streamflow	streamflow	NOUN
american_scientific_journal-2814	97	66	and	and	CCONJ
american_scientific_journal-2814	97	67	forecasted	forecast	VERB
american_scientific_journal-2814	97	68	streamflow	streamflow	NOUN
american_scientific_journal-2814	97	69	using	use	VERB
american_scientific_journal-2814	97	70	svm	svm	PROPN
american_scientific_journal-2814	97	71	american	american	PROPN
american_scientific_journal-2814	97	72	scientific	scientific	PROPN
american_scientific_journal-2814	97	73	research	research	PROPN
american_scientific_journal-2814	97	74	journal	journal	NOUN
american_scientific_journal-2814	97	75	for	for	ADP
american_scientific_journal-2814	97	76	engineering	engineering	NOUN
american_scientific_journal-2814	97	77	,	,	PUNCT
american_scientific_journal-2814	97	78	technology	technology	NOUN
american_scientific_journal-2814	97	79	,	,	PUNCT
american_scientific_journal-2814	97	80	and	and	CCONJ
american_scientific_journal-2814	97	81	sciences	science	NOUN
american_scientific_journal-2814	97	82	(	(	PUNCT
american_scientific_journal-2814	97	83	asrjets	asrjet	NOUN
american_scientific_journal-2814	97	84	)	)	PUNCT
american_scientific_journal-2814	97	85	(	(	PUNCT
american_scientific_journal-2814	97	86	2017	2017	NUM
american_scientific_journal-2814	97	87	)	)	PUNCT
american_scientific_journal-2814	97	88	volume	volume	NOUN
american_scientific_journal-2814	97	89	29	29	NUM
american_scientific_journal-2814	97	90	,	,	PUNCT
american_scientific_journal-2814	97	91	no	no	DET
american_scientific_journal-2814	97	92	1	1	NUM
american_scientific_journal-2814	97	93	,	,	PUNCT
american_scientific_journal-2814	97	94	pp	pp	ADV
american_scientific_journal-2814	97	95	286	286	NUM
american_scientific_journal-2814	97	96	-	-	SYM
american_scientific_journal-2814	97	97	294	294	NUM
american_scientific_journal-2814	97	98	292	292	NUM
american_scientific_journal-2814	97	99	figure	figure	NOUN
american_scientific_journal-2814	97	100	4	4	NUM
american_scientific_journal-2814	97	101	:	:	PUNCT
american_scientific_journal-2814	97	102	flow	flow	VERB
american_scientific_journal-2814	97	103	hydrograph	hydrograph	NOUN
american_scientific_journal-2814	97	104	between	between	ADP
american_scientific_journal-2814	97	105	original	original	ADJ
american_scientific_journal-2814	97	106	streamflow	streamflow	NOUN
american_scientific_journal-2814	97	107	and	and	CCONJ
american_scientific_journal-2814	97	108	forecasted	forecast	VERB
american_scientific_journal-2814	97	109	streamflow	streamflow	NOUN
american_scientific_journal-2814	97	110	using	use	VERB
american_scientific_journal-2814	97	111	ann	ann	PROPN
american_scientific_journal-2814	97	112	comparison	comparison	NOUN
american_scientific_journal-2814	97	113	of	of	ADP
american_scientific_journal-2814	97	114	tables	table	NOUN
american_scientific_journal-2814	97	115	2	2	NUM
american_scientific_journal-2814	97	116	and	and	CCONJ
american_scientific_journal-2814	97	117	3	3	NUM
american_scientific_journal-2814	97	118	reveals	reveal	VERB
american_scientific_journal-2814	97	119	that	that	SCONJ
american_scientific_journal-2814	97	120	svm	svm	ADJ
american_scientific_journal-2814	97	121	models	model	NOUN
american_scientific_journal-2814	97	122	perform	perform	VERB
american_scientific_journal-2814	97	123	better	well	ADV
american_scientific_journal-2814	97	124	than	than	ADP
american_scientific_journal-2814	97	125	ann	ann	PROPN
american_scientific_journal-2814	97	126	models	model	NOUN
american_scientific_journal-2814	97	127	during	during	ADP
american_scientific_journal-2814	97	128	the	the	DET
american_scientific_journal-2814	97	129	training	training	NOUN
american_scientific_journal-2814	97	130	and	and	CCONJ
american_scientific_journal-2814	97	131	testing	testing	NOUN
american_scientific_journal-2814	97	132	period	period	NOUN
american_scientific_journal-2814	97	133	for	for	ADP
american_scientific_journal-2814	97	134	all	all	DET
american_scientific_journal-2814	97	135	the	the	DET
american_scientific_journal-2814	97	136	input	input	NOUN
american_scientific_journal-2814	97	137	combinations	combination	NOUN
american_scientific_journal-2814	97	138	.	.	PUNCT
american_scientific_journal-2814	98	1	the	the	DET
american_scientific_journal-2814	98	2	average	average	ADJ
american_scientific_journal-2814	98	3	rmse	rmse	NOUN
american_scientific_journal-2814	98	4	accuracies	accuracy	NOUN
american_scientific_journal-2814	98	5	of	of	ADP
american_scientific_journal-2814	98	6	the	the	DET
american_scientific_journal-2814	98	7	ann	ann	PROPN
american_scientific_journal-2814	98	8	models	model	NOUN
american_scientific_journal-2814	98	9	for	for	ADP
american_scientific_journal-2814	98	10	the	the	DET
american_scientific_journal-2814	98	11	training	training	NOUN
american_scientific_journal-2814	98	12	and	and	CCONJ
american_scientific_journal-2814	98	13	testing	testing	NOUN
american_scientific_journal-2814	98	14	data	datum	NOUN
american_scientific_journal-2814	98	15	sets	set	NOUN
american_scientific_journal-2814	98	16	were	be	AUX
american_scientific_journal-2814	98	17	increased	increase	VERB
american_scientific_journal-2814	98	18	by	by	ADP
american_scientific_journal-2814	98	19	12.7–11.6	12.7–11.6	NUM
american_scientific_journal-2814	98	20	%	%	NOUN
american_scientific_journal-2814	98	21	,	,	PUNCT
american_scientific_journal-2814	98	22	respectively	respectively	ADV
american_scientific_journal-2814	98	23	using	use	VERB
american_scientific_journal-2814	98	24	the	the	DET
american_scientific_journal-2814	98	25	svm	svm	ADJ
american_scientific_journal-2814	98	26	models	model	NOUN
american_scientific_journal-2814	98	27	for	for	ADP
american_scientific_journal-2814	98	28	the	the	DET
american_scientific_journal-2814	98	29	dainyor	dainyor	NOUN
american_scientific_journal-2814	98	30	station	station	NOUN
american_scientific_journal-2814	98	31	.	.	PUNCT
american_scientific_journal-2814	99	1	the	the	DET
american_scientific_journal-2814	99	2	hydrographs	hydrograph	NOUN
american_scientific_journal-2814	99	3	between	between	ADP
american_scientific_journal-2814	99	4	original	original	ADJ
american_scientific_journal-2814	99	5	and	and	CCONJ
american_scientific_journal-2814	99	6	forecasted	forecast	VERB
american_scientific_journal-2814	99	7	streamflows	streamflow	NOUN
american_scientific_journal-2814	99	8	by	by	ADP
american_scientific_journal-2814	99	9	the	the	DET
american_scientific_journal-2814	99	10	svm	svm	PROPN
american_scientific_journal-2814	99	11	and	and	CCONJ
american_scientific_journal-2814	99	12	the	the	DET
american_scientific_journal-2814	99	13	ann	ann	PROPN
american_scientific_journal-2814	99	14	models	model	NOUN
american_scientific_journal-2814	99	15	are	be	AUX
american_scientific_journal-2814	99	16	presented	present	VERB
american_scientific_journal-2814	99	17	in	in	ADP
american_scientific_journal-2814	99	18	figs.4	figs.4	PROPN
american_scientific_journal-2814	99	19	and	and	CCONJ
american_scientific_journal-2814	99	20	5	5	NUM
american_scientific_journal-2814	99	21	,	,	PUNCT
american_scientific_journal-2814	99	22	respectively	respectively	ADV
american_scientific_journal-2814	99	23	.	.	PUNCT
american_scientific_journal-2814	100	1	it	it	PRON
american_scientific_journal-2814	100	2	is	be	AUX
american_scientific_journal-2814	100	3	also	also	ADV
american_scientific_journal-2814	100	4	evident	evident	ADJ
american_scientific_journal-2814	100	5	from	from	ADP
american_scientific_journal-2814	100	6	the	the	DET
american_scientific_journal-2814	100	7	hydrographs	hydrograph	NOUN
american_scientific_journal-2814	100	8	that	that	PRON
american_scientific_journal-2814	100	9	the	the	DET
american_scientific_journal-2814	100	10	predicted	predict	VERB
american_scientific_journal-2814	100	11	streamflow	streamflow	NOUN
american_scientific_journal-2814	100	12	by	by	ADP
american_scientific_journal-2814	100	13	svm	svm	PROPN
american_scientific_journal-2814	100	14	is	be	AUX
american_scientific_journal-2814	100	15	in	in	ADP
american_scientific_journal-2814	100	16	good	good	ADJ
american_scientific_journal-2814	100	17	fit	fit	NOUN
american_scientific_journal-2814	100	18	with	with	ADP
american_scientific_journal-2814	100	19	the	the	DET
american_scientific_journal-2814	100	20	original	original	ADJ
american_scientific_journal-2814	100	21	streamflow	streamflow	NOUN
american_scientific_journal-2814	100	22	in	in	ADP
american_scientific_journal-2814	100	23	comparison	comparison	NOUN
american_scientific_journal-2814	100	24	of	of	ADP
american_scientific_journal-2814	100	25	that	that	DET
american_scientific_journal-2814	100	26	ann	ann	PROPN
american_scientific_journal-2814	100	27	model	model	PROPN
american_scientific_journal-2814	100	28	.	.	PUNCT
american_scientific_journal-2814	101	1	figure	figure	VERB
american_scientific_journal-2814	101	2	5	5	NUM
american_scientific_journal-2814	101	3	:	:	PUNCT
american_scientific_journal-2814	101	4	scatter	scatter	NOUN
american_scientific_journal-2814	101	5	plots	plot	NOUN
american_scientific_journal-2814	101	6	of	of	ADP
american_scientific_journal-2814	101	7	forecasted	forecast	VERB
american_scientific_journal-2814	101	8	streamflow	streamflow	NOUN
american_scientific_journal-2814	101	9	using	use	VERB
american_scientific_journal-2814	101	10	svm	svm	PROPN
american_scientific_journal-2814	101	11	and	and	CCONJ
american_scientific_journal-2814	101	12	ann	ann	PROPN
american_scientific_journal-2814	101	13	models	model	NOUN
american_scientific_journal-2814	102	1	the	the	PRON
american_scientific_journal-2814	102	2	observed	observe	VERB
american_scientific_journal-2814	102	3	and	and	CCONJ
american_scientific_journal-2814	102	4	forecasted	forecast	VERB
american_scientific_journal-2814	102	5	monthly	monthly	ADJ
american_scientific_journal-2814	102	6	streamflows	streamflow	NOUN
american_scientific_journal-2814	102	7	by	by	ADP
american_scientific_journal-2814	102	8	the	the	DET
american_scientific_journal-2814	102	9	svm	svm	PROPN
american_scientific_journal-2814	102	10	and	and	CCONJ
american_scientific_journal-2814	102	11	ann	ann	PROPN
american_scientific_journal-2814	102	12	models	model	NOUN
american_scientific_journal-2814	102	13	for	for	ADP
american_scientific_journal-2814	102	14	the	the	DET
american_scientific_journal-2814	102	15	input	input	NOUN
american_scientific_journal-2814	102	16	combination	combination	NOUN
american_scientific_journal-2814	102	17	(	(	PUNCT
american_scientific_journal-2814	102	18	iii	iii	NOUN
american_scientific_journal-2814	102	19	)	)	PUNCT
american_scientific_journal-2814	102	20	data	datum	NOUN
american_scientific_journal-2814	102	21	are	be	AUX
american_scientific_journal-2814	102	22	shown	show	VERB
american_scientific_journal-2814	102	23	in	in	ADP
american_scientific_journal-2814	102	24	fig	fig	NOUN
american_scientific_journal-2814	102	25	.	.	PUNCT
american_scientific_journal-2814	103	1	5	5	NUM
american_scientific_journal-2814	103	2	in	in	ADP
american_scientific_journal-2814	103	3	the	the	DET
american_scientific_journal-2814	103	4	form	form	NOUN
american_scientific_journal-2814	103	5	of	of	ADP
american_scientific_journal-2814	103	6	scatterplot	scatterplot	NOUN
american_scientific_journal-2814	103	7	.	.	PUNCT
american_scientific_journal-2814	104	1	it	it	PRON
american_scientific_journal-2814	104	2	is	be	AUX
american_scientific_journal-2814	104	3	clear	clear	ADJ
american_scientific_journal-2814	104	4	from	from	ADP
american_scientific_journal-2814	104	5	the	the	DET
american_scientific_journal-2814	104	6	scatterplots	scatterplot	NOUN
american_scientific_journal-2814	104	7	that	that	SCONJ
american_scientific_journal-2814	104	8	the	the	DET
american_scientific_journal-2814	104	9	fit	fit	ADJ
american_scientific_journal-2814	104	10	line	line	NOUN
american_scientific_journal-2814	104	11	coefficients	coefficient	VERB
american_scientific_journal-2814	104	12	a	a	PRON
american_scientific_journal-2814	104	13	and	and	CCONJ
american_scientific_journal-2814	104	14	b	b	NOUN
american_scientific_journal-2814	104	15	(	(	PUNCT
american_scientific_journal-2814	104	16	assume	assume	VERB
american_scientific_journal-2814	104	17	that	that	SCONJ
american_scientific_journal-2814	104	18	the	the	DET
american_scientific_journal-2814	104	19	fit	fit	ADJ
american_scientific_journal-2814	104	20	line	line	NOUN
american_scientific_journal-2814	104	21	equation	equation	NOUN
american_scientific_journal-2814	104	22	is	be	AUX
american_scientific_journal-2814	104	23	y	y	NOUN
american_scientific_journal-2814	104	24	=	=	NOUN
american_scientific_journal-2814	104	25	ax+b	ax+b	NOUN
american_scientific_journal-2814	104	26	)	)	PUNCT
american_scientific_journal-2814	104	27	of	of	ADP
american_scientific_journal-2814	104	28	the	the	DET
american_scientific_journal-2814	104	29	svm	svm	ADJ
american_scientific_journal-2814	104	30	model	model	NOUN
american_scientific_journal-2814	104	31	are	be	AUX
american_scientific_journal-2814	104	32	respectively	respectively	ADV
american_scientific_journal-2814	104	33	closer	close	ADJ
american_scientific_journal-2814	104	34	to	to	ADP
american_scientific_journal-2814	104	35	the	the	DET
american_scientific_journal-2814	104	36	1	1	NUM
american_scientific_journal-2814	104	37	and	and	CCONJ
american_scientific_journal-2814	104	38	0	0	NUM
american_scientific_journal-2814	104	39	with	with	ADP
american_scientific_journal-2814	104	40	a	a	DET
american_scientific_journal-2814	104	41	higher	high	ADJ
american_scientific_journal-2814	104	42	r2	r2	NOUN
american_scientific_journal-2814	104	43	value	value	NOUN
american_scientific_journal-2814	104	44	than	than	ADP
american_scientific_journal-2814	104	45	that	that	PRON
american_scientific_journal-2814	104	46	of	of	ADP
american_scientific_journal-2814	104	47	ann	ann	PROPN
american_scientific_journal-2814	104	48	model	model	PROPN
american_scientific_journal-2814	104	49	.	.	PUNCT
american_scientific_journal-2814	105	1	american	american	PROPN
american_scientific_journal-2814	105	2	scientific	scientific	PROPN
american_scientific_journal-2814	105	3	research	research	PROPN
american_scientific_journal-2814	105	4	journal	journal	NOUN
american_scientific_journal-2814	105	5	for	for	ADP
american_scientific_journal-2814	105	6	engineering	engineering	NOUN
american_scientific_journal-2814	105	7	,	,	PUNCT
american_scientific_journal-2814	105	8	technology	technology	NOUN
american_scientific_journal-2814	105	9	,	,	PUNCT
american_scientific_journal-2814	105	10	and	and	CCONJ
american_scientific_journal-2814	105	11	sciences	science	NOUN
american_scientific_journal-2814	105	12	(	(	PUNCT
american_scientific_journal-2814	105	13	asrjets	asrjet	NOUN
american_scientific_journal-2814	105	14	)	)	PUNCT
american_scientific_journal-2814	105	15	(	(	PUNCT
american_scientific_journal-2814	105	16	2017	2017	NUM
american_scientific_journal-2814	105	17	)	)	PUNCT
american_scientific_journal-2814	105	18	volume	volume	NOUN
american_scientific_journal-2814	105	19	29	29	NUM
american_scientific_journal-2814	105	20	,	,	PUNCT
american_scientific_journal-2814	105	21	no	no	DET
american_scientific_journal-2814	105	22	1	1	NUM
american_scientific_journal-2814	105	23	,	,	PUNCT
american_scientific_journal-2814	105	24	pp	pp	ADV
american_scientific_journal-2814	105	25	286	286	NUM
american_scientific_journal-2814	105	26	-	-	SYM
american_scientific_journal-2814	105	27	294	294	NUM
american_scientific_journal-2814	105	28	293	293	NUM
american_scientific_journal-2814	105	29	5	5	NUM
american_scientific_journal-2814	105	30	.	.	PUNCT
american_scientific_journal-2814	106	1	conclusions	conclusion	NOUN
american_scientific_journal-2814	106	2	in	in	ADP
american_scientific_journal-2814	106	3	this	this	DET
american_scientific_journal-2814	106	4	paper	paper	NOUN
american_scientific_journal-2814	106	5	,	,	PUNCT
american_scientific_journal-2814	106	6	the	the	DET
american_scientific_journal-2814	106	7	performance	performance	NOUN
american_scientific_journal-2814	106	8	of	of	ADP
american_scientific_journal-2814	106	9	svm	svm	PROPN
american_scientific_journal-2814	106	10	and	and	CCONJ
american_scientific_journal-2814	106	11	ann	ann	PROPN
american_scientific_journal-2814	106	12	models	model	NOUN
american_scientific_journal-2814	106	13	is	be	AUX
american_scientific_journal-2814	106	14	compared	compare	VERB
american_scientific_journal-2814	106	15	in	in	ADP
american_scientific_journal-2814	106	16	predicting	predict	VERB
american_scientific_journal-2814	106	17	of	of	ADP
american_scientific_journal-2814	106	18	monthly	monthly	ADJ
american_scientific_journal-2814	106	19	streamflows	streamflow	NOUN
american_scientific_journal-2814	106	20	.	.	PUNCT
american_scientific_journal-2814	107	1	according	accord	VERB
american_scientific_journal-2814	107	2	to	to	ADP
american_scientific_journal-2814	107	3	the	the	DET
american_scientific_journal-2814	107	4	results	result	NOUN
american_scientific_journal-2814	107	5	,	,	PUNCT
american_scientific_journal-2814	107	6	it	it	PRON
american_scientific_journal-2814	107	7	was	be	AUX
american_scientific_journal-2814	107	8	found	find	VERB
american_scientific_journal-2814	107	9	that	that	SCONJ
american_scientific_journal-2814	107	10	svm	svm	ADJ
american_scientific_journal-2814	107	11	models	model	NOUN
american_scientific_journal-2814	107	12	for	for	ADP
american_scientific_journal-2814	107	13	all	all	DET
american_scientific_journal-2814	107	14	different	different	ADJ
american_scientific_journal-2814	107	15	input	input	NOUN
american_scientific_journal-2814	107	16	combinations	combination	NOUN
american_scientific_journal-2814	107	17	provided	provide	VERB
american_scientific_journal-2814	107	18	better	well	ADJ
american_scientific_journal-2814	107	19	prediction	prediction	NOUN
american_scientific_journal-2814	107	20	results	result	NOUN
american_scientific_journal-2814	107	21	in	in	ADP
american_scientific_journal-2814	107	22	comparison	comparison	NOUN
american_scientific_journal-2814	107	23	of	of	ADP
american_scientific_journal-2814	107	24	the	the	DET
american_scientific_journal-2814	107	25	ann	ann	PROPN
american_scientific_journal-2814	107	26	models	model	NOUN
american_scientific_journal-2814	107	27	for	for	ADP
american_scientific_journal-2814	107	28	monthly	monthly	ADJ
american_scientific_journal-2814	107	29	streamflow	streamflow	NOUN
american_scientific_journal-2814	107	30	prediction	prediction	NOUN
american_scientific_journal-2814	107	31	.	.	PUNCT
american_scientific_journal-2814	108	1	the	the	DET
american_scientific_journal-2814	108	2	svm	svm	PROPN
american_scientific_journal-2814	108	3	model	model	NOUN
american_scientific_journal-2814	108	4	improved	improve	VERB
american_scientific_journal-2814	108	5	the	the	DET
american_scientific_journal-2814	108	6	average	average	ADJ
american_scientific_journal-2814	108	7	error	error	NOUN
american_scientific_journal-2814	108	8	value	value	NOUN
american_scientific_journal-2814	108	9	(	(	PUNCT
american_scientific_journal-2814	108	10	rmse	rmse	NOUN
american_scientific_journal-2814	108	11	)	)	PUNCT
american_scientific_journal-2814	108	12	with	with	ADP
american_scientific_journal-2814	108	13	respect	respect	NOUN
american_scientific_journal-2814	108	14	to	to	ADP
american_scientific_journal-2814	108	15	the	the	DET
american_scientific_journal-2814	108	16	ann	ann	PROPN
american_scientific_journal-2814	108	17	model	model	NOUN
american_scientific_journal-2814	108	18	by	by	ADP
american_scientific_journal-2814	108	19	12.7	12.7	NUM
american_scientific_journal-2814	108	20	and	and	CCONJ
american_scientific_journal-2814	108	21	11.6	11.6	NUM
american_scientific_journal-2814	108	22	%	%	NOUN
american_scientific_journal-2814	108	23	for	for	ADP
american_scientific_journal-2814	108	24	the	the	DET
american_scientific_journal-2814	108	25	training	training	NOUN
american_scientific_journal-2814	108	26	and	and	CCONJ
american_scientific_journal-2814	108	27	testing	testing	NOUN
american_scientific_journal-2814	108	28	data	datum	NOUN
american_scientific_journal-2814	108	29	sets	set	NOUN
american_scientific_journal-2814	108	30	,	,	PUNCT
american_scientific_journal-2814	108	31	respectively	respectively	ADV
american_scientific_journal-2814	108	32	.	.	PUNCT
american_scientific_journal-2814	109	1	the	the	DET
american_scientific_journal-2814	109	2	results	result	NOUN
american_scientific_journal-2814	109	3	indicated	indicate	VERB
american_scientific_journal-2814	109	4	that	that	SCONJ
american_scientific_journal-2814	109	5	the	the	DET
american_scientific_journal-2814	109	6	svm	svm	NOUN
american_scientific_journal-2814	109	7	performed	perform	VERB
american_scientific_journal-2814	109	8	better	well	ADV
american_scientific_journal-2814	109	9	than	than	ADP
american_scientific_journal-2814	109	10	the	the	DET
american_scientific_journal-2814	109	11	ann	ann	PROPN
american_scientific_journal-2814	109	12	models	model	NOUN
american_scientific_journal-2814	109	13	.	.	PUNCT
american_scientific_journal-2814	110	1	it	it	PRON
american_scientific_journal-2814	110	2	is	be	AUX
american_scientific_journal-2814	110	3	due	due	ADJ
american_scientific_journal-2814	110	4	to	to	ADP
american_scientific_journal-2814	110	5	svm	svm	PROPN
american_scientific_journal-2814	110	6	's	's	PART
american_scientific_journal-2814	110	7	inherent	inherent	ADJ
american_scientific_journal-2814	110	8	properties	property	NOUN
american_scientific_journal-2814	110	9	i.e.	i.e.	X
american_scientific_journal-2814	110	10	no	no	DET
american_scientific_journal-2814	110	11	specific	specific	ADJ
american_scientific_journal-2814	110	12	architecture	architecture	NOUN
american_scientific_journal-2814	110	13	requirement	requirement	NOUN
american_scientific_journal-2814	110	14	for	for	ADP
american_scientific_journal-2814	110	15	svm	svm	ADJ
american_scientific_journal-2814	110	16	model	model	NOUN
american_scientific_journal-2814	110	17	at	at	ADP
american_scientific_journal-2814	110	18	training	training	NOUN
american_scientific_journal-2814	110	19	stage	stage	NOUN
american_scientific_journal-2814	110	20	and	and	CCONJ
american_scientific_journal-2814	110	21	also	also	ADV
american_scientific_journal-2814	110	22	by	by	ADP
american_scientific_journal-2814	110	23	using	use	VERB
american_scientific_journal-2814	110	24	structural	structural	ADJ
american_scientific_journal-2814	110	25	minimization	minimization	NOUN
american_scientific_journal-2814	110	26	principle	principle	NOUN
american_scientific_journal-2814	110	27	that	that	PRON
american_scientific_journal-2814	110	28	helps	help	VERB
american_scientific_journal-2814	110	29	it	it	PRON
american_scientific_journal-2814	110	30	to	to	PART
american_scientific_journal-2814	110	31	avoid	avoid	VERB
american_scientific_journal-2814	110	32	get	get	VERB
american_scientific_journal-2814	110	33	local	local	ADJ
american_scientific_journal-2814	110	34	minima	minima	NOUN
american_scientific_journal-2814	110	35	.	.	PUNCT
american_scientific_journal-2814	111	1	thus	thus	ADV
american_scientific_journal-2814	111	2	,	,	PUNCT
american_scientific_journal-2814	111	3	svm	svm	ADJ
american_scientific_journal-2814	111	4	models	model	NOUN
american_scientific_journal-2814	111	5	could	could	AUX
american_scientific_journal-2814	111	6	be	be	AUX
american_scientific_journal-2814	111	7	successfully	successfully	ADV
american_scientific_journal-2814	111	8	used	use	VERB
american_scientific_journal-2814	111	9	in	in	ADP
american_scientific_journal-2814	111	10	predicting	predict	VERB
american_scientific_journal-2814	111	11	monthly	monthly	ADJ
american_scientific_journal-2814	111	12	streamflows	streamflow	NOUN
american_scientific_journal-2814	111	13	at	at	ADP
american_scientific_journal-2814	111	14	this	this	DET
american_scientific_journal-2814	111	15	study	study	NOUN
american_scientific_journal-2814	111	16	site	site	NOUN
american_scientific_journal-2814	111	17	.	.	PUNCT
american_scientific_journal-2814	112	1	references	reference	NOUN
american_scientific_journal-2814	112	2	[	[	X
american_scientific_journal-2814	112	3	1	1	NUM
american_scientific_journal-2814	112	4	]	]	PUNCT
american_scientific_journal-2814	112	5	.	.	PUNCT
american_scientific_journal-2814	113	1	toth	toth	PROPN
american_scientific_journal-2814	113	2	e	e	PROPN
american_scientific_journal-2814	113	3	,	,	PUNCT
american_scientific_journal-2814	113	4	brath	brath	PROPN
american_scientific_journal-2814	113	5	a	a	PRON
american_scientific_journal-2814	113	6	,	,	PUNCT
american_scientific_journal-2814	113	7	montanari	montanari	PROPN
american_scientific_journal-2814	113	8	a	a	DET
american_scientific_journal-2814	113	9	:	:	PUNCT
american_scientific_journal-2814	113	10	comparison	comparison	NOUN
american_scientific_journal-2814	113	11	of	of	ADP
american_scientific_journal-2814	113	12	short	short	ADJ
american_scientific_journal-2814	113	13	-	-	PUNCT
american_scientific_journal-2814	113	14	term	term	NOUN
american_scientific_journal-2814	113	15	rainfall	rainfall	NOUN
american_scientific_journal-2814	113	16	prediction	prediction	NOUN
american_scientific_journal-2814	113	17	models	model	NOUN
american_scientific_journal-2814	113	18	for	for	ADP
american_scientific_journal-2814	113	19	real	real	ADJ
american_scientific_journal-2814	113	20	-	-	PUNCT
american_scientific_journal-2814	113	21	time	time	NOUN
american_scientific_journal-2814	113	22	flood	flood	NOUN
american_scientific_journal-2814	113	23	forecasting	forecasting	NOUN
american_scientific_journal-2814	113	24	.	.	PUNCT
american_scientific_journal-2814	114	1	journal	journal	NOUN
american_scientific_journal-2814	114	2	of	of	ADP
american_scientific_journal-2814	114	3	hydrology	hydrology	NOUN
american_scientific_journal-2814	114	4	2000	2000	NUM
american_scientific_journal-2814	114	5	,	,	PUNCT
american_scientific_journal-2814	114	6	239:132	239:132	NOUN
american_scientific_journal-2814	114	7	-	-	SYM
american_scientific_journal-2814	114	8	147	147	NUM
american_scientific_journal-2814	114	9	.	.	PUNCT
american_scientific_journal-2814	115	1	[	[	X
american_scientific_journal-2814	115	2	2	2	NUM
american_scientific_journal-2814	115	3	]	]	PUNCT
american_scientific_journal-2814	115	4	.	.	PUNCT
american_scientific_journal-2814	116	1	hsu	hsu	PROPN
american_scientific_journal-2814	116	2	kl	kl	PROPN
american_scientific_journal-2814	116	3	,	,	PUNCT
american_scientific_journal-2814	116	4	gupta	gupta	PROPN
american_scientific_journal-2814	116	5	hv	hv	PROPN
american_scientific_journal-2814	116	6	,	,	PUNCT
american_scientific_journal-2814	116	7	sorooshian	sorooshian	PROPN
american_scientific_journal-2814	116	8	s	s	PART
american_scientific_journal-2814	116	9	:	:	PUNCT
american_scientific_journal-2814	116	10	artificial	artificial	ADJ
american_scientific_journal-2814	116	11	neural	neural	ADJ
american_scientific_journal-2814	116	12	network	network	NOUN
american_scientific_journal-2814	116	13	modeling	modeling	NOUN
american_scientific_journal-2814	116	14	of	of	ADP
american_scientific_journal-2814	116	15	the	the	DET
american_scientific_journal-2814	116	16	rainfall‐runoff	rainfall‐runoff	NOUN
american_scientific_journal-2814	116	17	process	process	NOUN
american_scientific_journal-2814	116	18	.	.	PUNCT
american_scientific_journal-2814	117	1	water	water	NOUN
american_scientific_journal-2814	117	2	resources	resource	NOUN
american_scientific_journal-2814	117	3	research	research	NOUN
american_scientific_journal-2814	117	4	1995	1995	NUM
american_scientific_journal-2814	117	5	,	,	PUNCT
american_scientific_journal-2814	117	6	31:2517	31:2517	PROPN
american_scientific_journal-2814	117	7	-	-	SYM
american_scientific_journal-2814	117	8	2530	2530	NUM
american_scientific_journal-2814	117	9	.	.	PUNCT
american_scientific_journal-2814	118	1	[	[	X
american_scientific_journal-2814	118	2	3	3	NUM
american_scientific_journal-2814	118	3	]	]	PUNCT
american_scientific_journal-2814	118	4	.	.	PUNCT
american_scientific_journal-2814	119	1	karunanithi	karunanithi	PROPN
american_scientific_journal-2814	119	2	n	n	CCONJ
american_scientific_journal-2814	119	3	,	,	PUNCT
american_scientific_journal-2814	119	4	grenney	grenney	PROPN
american_scientific_journal-2814	119	5	wj	wj	PROPN
american_scientific_journal-2814	119	6	,	,	PUNCT
american_scientific_journal-2814	119	7	whitley	whitley	PROPN
american_scientific_journal-2814	119	8	d	d	PROPN
american_scientific_journal-2814	119	9	,	,	PUNCT
american_scientific_journal-2814	119	10	bovee	bovee	PROPN
american_scientific_journal-2814	119	11	k	k	NOUN
american_scientific_journal-2814	119	12	:	:	PUNCT
american_scientific_journal-2814	119	13	neural	neural	ADJ
american_scientific_journal-2814	119	14	networks	network	NOUN
american_scientific_journal-2814	119	15	for	for	ADP
american_scientific_journal-2814	119	16	river	river	NOUN
american_scientific_journal-2814	119	17	flow	flow	NOUN
american_scientific_journal-2814	119	18	prediction	prediction	NOUN
american_scientific_journal-2814	119	19	.	.	PUNCT
american_scientific_journal-2814	120	1	journal	journal	NOUN
american_scientific_journal-2814	120	2	of	of	ADP
american_scientific_journal-2814	120	3	computing	computing	NOUN
american_scientific_journal-2814	120	4	in	in	ADP
american_scientific_journal-2814	120	5	civil	civil	ADJ
american_scientific_journal-2814	120	6	engineering	engineering	NOUN
american_scientific_journal-2814	120	7	1994	1994	NUM
american_scientific_journal-2814	120	8	,	,	PUNCT
american_scientific_journal-2814	120	9	8:201	8:201	NUM
american_scientific_journal-2814	120	10	-	-	SYM
american_scientific_journal-2814	120	11	220	220	NUM
american_scientific_journal-2814	120	12	.	.	PUNCT
american_scientific_journal-2814	121	1	[	[	X
american_scientific_journal-2814	121	2	4	4	NUM
american_scientific_journal-2814	121	3	]	]	PUNCT
american_scientific_journal-2814	121	4	.	.	PUNCT
american_scientific_journal-2814	122	1	zealand	zealand	PROPN
american_scientific_journal-2814	122	2	cm	cm	PROPN
american_scientific_journal-2814	122	3	,	,	PUNCT
american_scientific_journal-2814	122	4	burn	burn	VERB
american_scientific_journal-2814	122	5	dh	dh	NOUN
american_scientific_journal-2814	122	6	,	,	PUNCT
american_scientific_journal-2814	122	7	simonovic	simonovic	ADJ
american_scientific_journal-2814	122	8	sp	sp	NOUN
american_scientific_journal-2814	122	9	:	:	PUNCT
american_scientific_journal-2814	122	10	short	short	ADJ
american_scientific_journal-2814	122	11	term	term	NOUN
american_scientific_journal-2814	122	12	streamflow	streamflow	NOUN
american_scientific_journal-2814	122	13	forecasting	forecasting	NOUN
american_scientific_journal-2814	122	14	using	use	VERB
american_scientific_journal-2814	122	15	artificial	artificial	ADJ
american_scientific_journal-2814	122	16	neural	neural	ADJ
american_scientific_journal-2814	122	17	networks	network	NOUN
american_scientific_journal-2814	122	18	.	.	PUNCT
american_scientific_journal-2814	123	1	journal	journal	NOUN
american_scientific_journal-2814	123	2	of	of	ADP
american_scientific_journal-2814	123	3	hydrology	hydrology	NOUN
american_scientific_journal-2814	123	4	1999	1999	NUM
american_scientific_journal-2814	123	5	,	,	PUNCT
american_scientific_journal-2814	123	6	214:32	214:32	PROPN
american_scientific_journal-2814	123	7	-	-	PUNCT
american_scientific_journal-2814	123	8	48	48	NUM
american_scientific_journal-2814	123	9	.	.	PUNCT
american_scientific_journal-2814	124	1	[	[	X
american_scientific_journal-2814	124	2	5	5	NUM
american_scientific_journal-2814	124	3	]	]	PUNCT
american_scientific_journal-2814	124	4	.	.	PUNCT
american_scientific_journal-2814	125	1	sivakumar	sivakumar	PROPN
american_scientific_journal-2814	125	2	b	b	PROPN
american_scientific_journal-2814	125	3	,	,	PUNCT
american_scientific_journal-2814	125	4	jayawardena	jayawardena	PROPN
american_scientific_journal-2814	125	5	a	a	PRON
american_scientific_journal-2814	125	6	,	,	PUNCT
american_scientific_journal-2814	125	7	fernando	fernando	PROPN
american_scientific_journal-2814	125	8	t	t	PROPN
american_scientific_journal-2814	125	9	:	:	PUNCT
american_scientific_journal-2814	125	10	river	river	NOUN
american_scientific_journal-2814	125	11	flow	flow	NOUN
american_scientific_journal-2814	125	12	forecasting	forecasting	NOUN
american_scientific_journal-2814	125	13	:	:	PUNCT
american_scientific_journal-2814	125	14	use	use	NOUN
american_scientific_journal-2814	125	15	of	of	ADP
american_scientific_journal-2814	125	16	phase	phase	NOUN
american_scientific_journal-2814	125	17	-	-	PUNCT
american_scientific_journal-2814	125	18	space	space	NOUN
american_scientific_journal-2814	125	19	reconstruction	reconstruction	NOUN
american_scientific_journal-2814	125	20	and	and	CCONJ
american_scientific_journal-2814	125	21	artificial	artificial	ADJ
american_scientific_journal-2814	125	22	neural	neural	ADJ
american_scientific_journal-2814	125	23	networks	network	NOUN
american_scientific_journal-2814	125	24	approaches	approach	NOUN
american_scientific_journal-2814	125	25	.	.	PUNCT
american_scientific_journal-2814	126	1	journal	journal	NOUN
american_scientific_journal-2814	126	2	of	of	ADP
american_scientific_journal-2814	126	3	hydrology	hydrology	NOUN
american_scientific_journal-2814	126	4	2002	2002	NUM
american_scientific_journal-2814	126	5	,	,	PUNCT
american_scientific_journal-2814	126	6	265:225	265:225	NOUN
american_scientific_journal-2814	126	7	-	-	SYM
american_scientific_journal-2814	126	8	245	245	NUM
american_scientific_journal-2814	126	9	.	.	PUNCT
american_scientific_journal-2814	127	1	[	[	X
american_scientific_journal-2814	127	2	6	6	NUM
american_scientific_journal-2814	127	3	]	]	PUNCT
american_scientific_journal-2814	127	4	.	.	PUNCT
american_scientific_journal-2814	128	1	kişi	kişi	PROPN
american_scientific_journal-2814	128	2	ö	ö	PROPN
american_scientific_journal-2814	128	3	:	:	PUNCT
american_scientific_journal-2814	128	4	river	river	NOUN
american_scientific_journal-2814	128	5	flow	flow	NOUN
american_scientific_journal-2814	128	6	modeling	modeling	NOUN
american_scientific_journal-2814	128	7	using	use	VERB
american_scientific_journal-2814	128	8	artificial	artificial	ADJ
american_scientific_journal-2814	128	9	neural	neural	ADJ
american_scientific_journal-2814	128	10	networks	network	NOUN
american_scientific_journal-2814	128	11	.	.	PUNCT
american_scientific_journal-2814	129	1	journal	journal	NOUN
american_scientific_journal-2814	129	2	of	of	ADP
american_scientific_journal-2814	129	3	hydrologic	hydrologic	NOUN
american_scientific_journal-2814	129	4	engineering	engineering	NOUN
american_scientific_journal-2814	129	5	2004	2004	NUM
american_scientific_journal-2814	129	6	,	,	PUNCT
american_scientific_journal-2814	129	7	9:60	9:60	NUM
american_scientific_journal-2814	129	8	-	-	SYM
american_scientific_journal-2814	129	9	63	63	NUM
american_scientific_journal-2814	129	10	.	.	PUNCT
american_scientific_journal-2814	130	1	[	[	X
american_scientific_journal-2814	130	2	7	7	NUM
american_scientific_journal-2814	130	3	]	]	PUNCT
american_scientific_journal-2814	130	4	.	.	PUNCT
american_scientific_journal-2814	131	1	tayyab	tayyab	PROPN
american_scientific_journal-2814	131	2	m	m	PROPN
american_scientific_journal-2814	131	3	,	,	PUNCT
american_scientific_journal-2814	131	4	zhou	zhou	PROPN
american_scientific_journal-2814	131	5	j	j	PROPN
american_scientific_journal-2814	131	6	,	,	PUNCT
american_scientific_journal-2814	131	7	zeng	zeng	PROPN
american_scientific_journal-2814	131	8	x	x	PROPN
american_scientific_journal-2814	131	9	,	,	PUNCT
american_scientific_journal-2814	131	10	adnan	adnan	PROPN
american_scientific_journal-2814	132	1	r	r	NOUN
american_scientific_journal-2814	132	2	:	:	PUNCT
american_scientific_journal-2814	132	3	discharge	discharge	VERB
american_scientific_journal-2814	132	4	forecasting	forecasting	NOUN
american_scientific_journal-2814	132	5	by	by	ADP
american_scientific_journal-2814	132	6	applying	apply	VERB
american_scientific_journal-2814	132	7	artificial	artificial	ADJ
american_scientific_journal-2814	132	8	neural	neural	ADJ
american_scientific_journal-2814	132	9	networks	network	NOUN
american_scientific_journal-2814	132	10	at	at	ADP
american_scientific_journal-2814	132	11	the	the	DET
american_scientific_journal-2814	132	12	jinsha	jinsha	PROPN
american_scientific_journal-2814	132	13	river	river	PROPN
american_scientific_journal-2814	132	14	basin	basin	NOUN
american_scientific_journal-2814	132	15	,	,	PUNCT
american_scientific_journal-2814	132	16	china	china	PROPN
american_scientific_journal-2814	132	17	.	.	PUNCT
american_scientific_journal-2814	133	1	european	european	PROPN
american_scientific_journal-2814	133	2	scientific	scientific	ADJ
american_scientific_journal-2814	133	3	journal	journal	PROPN
american_scientific_journal-2814	133	4	2016	2016	NUM
american_scientific_journal-2814	133	5	,	,	PUNCT
american_scientific_journal-2814	133	6	12	12	NUM
american_scientific_journal-2814	133	7	.	.	PUNCT
american_scientific_journal-2814	134	1	[	[	X
american_scientific_journal-2814	134	2	8	8	NUM
american_scientific_journal-2814	134	3	]	]	PUNCT
american_scientific_journal-2814	134	4	.	.	PUNCT
american_scientific_journal-2814	135	1	cigizoglu	cigizoglu	PROPN
american_scientific_journal-2814	135	2	hk	hk	PROPN
american_scientific_journal-2814	135	3	,	,	PUNCT
american_scientific_journal-2814	135	4	kişi	kişi	PROPN
american_scientific_journal-2814	135	5	ö	ö	PROPN
american_scientific_journal-2814	135	6	:	:	PUNCT
american_scientific_journal-2814	135	7	flow	flow	NOUN
american_scientific_journal-2814	135	8	prediction	prediction	NOUN
american_scientific_journal-2814	135	9	by	by	ADP
american_scientific_journal-2814	135	10	three	three	NUM
american_scientific_journal-2814	135	11	back	back	ADJ
american_scientific_journal-2814	135	12	propagation	propagation	NOUN
american_scientific_journal-2814	135	13	techniques	technique	NOUN
american_scientific_journal-2814	135	14	using	use	VERB
american_scientific_journal-2814	135	15	k	k	ADJ
american_scientific_journal-2814	135	16	-	-	ADJ
american_scientific_journal-2814	135	17	fold	fold	ADJ
american_scientific_journal-2814	135	18	partitioning	partitioning	NOUN
american_scientific_journal-2814	135	19	of	of	ADP
american_scientific_journal-2814	135	20	neural	neural	ADJ
american_scientific_journal-2814	135	21	network	network	NOUN
american_scientific_journal-2814	135	22	training	training	NOUN
american_scientific_journal-2814	135	23	data	datum	NOUN
american_scientific_journal-2814	135	24	.	.	PUNCT
american_scientific_journal-2814	136	1	hydrology	hydrology	NOUN
american_scientific_journal-2814	136	2	research	research	NOUN
american_scientific_journal-2814	136	3	2005	2005	NUM
american_scientific_journal-2814	136	4	,	,	PUNCT
american_scientific_journal-2814	136	5	36:49	36:49	NUM
american_scientific_journal-2814	136	6	-	-	SYM
american_scientific_journal-2814	136	7	64	64	NUM
american_scientific_journal-2814	136	8	.	.	PUNCT
american_scientific_journal-2814	137	1	[	[	X
american_scientific_journal-2814	137	2	9	9	NUM
american_scientific_journal-2814	137	3	]	]	PUNCT
american_scientific_journal-2814	137	4	.	.	PUNCT
american_scientific_journal-2814	138	1	khan	khan	PROPN
american_scientific_journal-2814	138	2	ms	ms	PROPN
american_scientific_journal-2814	138	3	,	,	PUNCT
american_scientific_journal-2814	138	4	coulibaly	coulibaly	NOUN
american_scientific_journal-2814	138	5	p	p	NOUN
american_scientific_journal-2814	138	6	:	:	PUNCT
american_scientific_journal-2814	138	7	application	application	NOUN
american_scientific_journal-2814	138	8	of	of	ADP
american_scientific_journal-2814	138	9	support	support	NOUN
american_scientific_journal-2814	138	10	vector	vector	NOUN
american_scientific_journal-2814	138	11	machine	machine	NOUN
american_scientific_journal-2814	138	12	in	in	ADP
american_scientific_journal-2814	138	13	lake	lake	PROPN
american_scientific_journal-2814	138	14	water	water	NOUN
american_scientific_journal-2814	138	15	level	level	NOUN
american_scientific_journal-2814	138	16	prediction	prediction	NOUN
american_scientific_journal-2814	138	17	.	.	PUNCT
american_scientific_journal-2814	139	1	journal	journal	NOUN
american_scientific_journal-2814	139	2	of	of	ADP
american_scientific_journal-2814	139	3	hydrologic	hydrologic	NOUN
american_scientific_journal-2814	139	4	engineering	engineering	NOUN
american_scientific_journal-2814	139	5	2006	2006	NUM
american_scientific_journal-2814	139	6	,	,	PUNCT
american_scientific_journal-2814	139	7	11:199	11:199	NUM
american_scientific_journal-2814	139	8	-	-	SYM
american_scientific_journal-2814	139	9	205	205	NUM
american_scientific_journal-2814	139	10	.	.	PUNCT
american_scientific_journal-2814	140	1	[	[	X
american_scientific_journal-2814	140	2	10	10	NUM
american_scientific_journal-2814	140	3	]	]	PUNCT
american_scientific_journal-2814	140	4	.	.	PUNCT
american_scientific_journal-2814	141	1	lin	lin	PROPN
american_scientific_journal-2814	141	2	j	j	PROPN
american_scientific_journal-2814	141	3	-	-	PROPN
american_scientific_journal-2814	141	4	y	y	PROPN
american_scientific_journal-2814	141	5	,	,	PUNCT
american_scientific_journal-2814	141	6	cheng	cheng	PROPN
american_scientific_journal-2814	141	7	c	c	PROPN
american_scientific_journal-2814	141	8	-	-	PUNCT
american_scientific_journal-2814	141	9	t	t	PROPN
american_scientific_journal-2814	141	10	,	,	PUNCT
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american_scientific_journal-2814	141	12	k	k	PROPN
american_scientific_journal-2814	141	13	-	-	PROPN
american_scientific_journal-2814	141	14	w	w	NOUN
american_scientific_journal-2814	141	15	:	:	PUNCT
american_scientific_journal-2814	141	16	using	use	VERB
american_scientific_journal-2814	141	17	support	support	NOUN
american_scientific_journal-2814	141	18	vector	vector	NOUN
american_scientific_journal-2814	141	19	machines	machine	NOUN
american_scientific_journal-2814	141	20	for	for	ADP
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american_scientific_journal-2814	141	22	-	-	PUNCT
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american_scientific_journal-2814	141	24	discharge	discharge	NOUN
american_scientific_journal-2814	141	25	prediction	prediction	NOUN
american_scientific_journal-2814	141	26	.	.	PUNCT
american_scientific_journal-2814	142	1	hydrological	hydrological	PROPN
american_scientific_journal-2814	142	2	sciences	sciences	PROPN
american_scientific_journal-2814	142	3	journal	journal	PROPN
american_scientific_journal-2814	142	4	2006	2006	NUM
american_scientific_journal-2814	142	5	,	,	PUNCT
american_scientific_journal-2814	142	6	51:599	51:599	NUM
american_scientific_journal-2814	142	7	-	-	SYM
american_scientific_journal-2814	142	8	612	612	NUM
american_scientific_journal-2814	142	9	.	.	PUNCT
american_scientific_journal-2814	143	1	[	[	X
american_scientific_journal-2814	143	2	11	11	NUM
american_scientific_journal-2814	143	3	]	]	PUNCT
american_scientific_journal-2814	143	4	.	.	PUNCT
american_scientific_journal-2814	144	1	wu	wu	PROPN
american_scientific_journal-2814	144	2	c	c	PROPN
american_scientific_journal-2814	144	3	,	,	PUNCT
american_scientific_journal-2814	144	4	chau	chau	PROPN
american_scientific_journal-2814	144	5	k	k	PROPN
american_scientific_journal-2814	144	6	,	,	PUNCT
american_scientific_journal-2814	144	7	li	li	PROPN
american_scientific_journal-2814	144	8	y	y	PROPN
american_scientific_journal-2814	144	9	:	:	PUNCT
american_scientific_journal-2814	144	10	river	river	NOUN
american_scientific_journal-2814	144	11	stage	stage	NOUN
american_scientific_journal-2814	144	12	prediction	prediction	NOUN
american_scientific_journal-2814	144	13	based	base	VERB
american_scientific_journal-2814	144	14	on	on	ADP
american_scientific_journal-2814	144	15	a	a	DET
american_scientific_journal-2814	144	16	distributed	distribute	VERB
american_scientific_journal-2814	144	17	support	support	NOUN
american_scientific_journal-2814	144	18	vector	vector	NOUN
american_scientific_journal-2814	144	19	regression	regression	NOUN
american_scientific_journal-2814	144	20	.	.	PUNCT
american_scientific_journal-2814	145	1	journal	journal	NOUN
american_scientific_journal-2814	145	2	of	of	ADP
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american_scientific_journal-2814	145	4	2008	2008	NUM
american_scientific_journal-2814	145	5	,	,	PUNCT
american_scientific_journal-2814	145	6	358:96	358:96	NUM
american_scientific_journal-2814	145	7	-	-	SYM
american_scientific_journal-2814	145	8	111	111	NUM
american_scientific_journal-2814	145	9	.	.	PUNCT
american_scientific_journal-2814	146	1	[	[	X
american_scientific_journal-2814	146	2	12	12	NUM
american_scientific_journal-2814	146	3	]	]	PUNCT
american_scientific_journal-2814	146	4	.	.	PUNCT
american_scientific_journal-2814	147	1	cimen	cimen	PROPN
american_scientific_journal-2814	147	2	m	m	VERB
american_scientific_journal-2814	147	3	:	:	PUNCT
american_scientific_journal-2814	147	4	estimation	estimation	NOUN
american_scientific_journal-2814	147	5	of	of	ADP
american_scientific_journal-2814	147	6	daily	daily	ADJ
american_scientific_journal-2814	147	7	suspended	suspend	VERB
american_scientific_journal-2814	147	8	sediments	sediment	NOUN
american_scientific_journal-2814	147	9	using	use	VERB
american_scientific_journal-2814	147	10	support	support	NOUN
american_scientific_journal-2814	147	11	vector	vector	NOUN
american_scientific_journal-2814	147	12	machines	machine	NOUN
american_scientific_journal-2814	147	13	.	.	PUNCT
american_scientific_journal-2814	148	1	hydrological	hydrological	PROPN
american_scientific_journal-2814	148	2	sciences	sciences	PROPN
american_scientific_journal-2814	148	3	journal	journal	PROPN
american_scientific_journal-2814	148	4	2008	2008	NUM
american_scientific_journal-2814	148	5	,	,	PUNCT
american_scientific_journal-2814	148	6	53:656	53:656	PROPN
american_scientific_journal-2814	148	7	-	-	PUNCT
american_scientific_journal-2814	148	8	666	666	NUM
american_scientific_journal-2814	148	9	.	.	PUNCT
american_scientific_journal-2814	149	1	[	[	X
american_scientific_journal-2814	149	2	13	13	NUM
american_scientific_journal-2814	149	3	]	]	PUNCT
american_scientific_journal-2814	149	4	.	.	PUNCT
american_scientific_journal-2814	150	1	kişi	kişi	PROPN
american_scientific_journal-2814	150	2	,	,	PUNCT
american_scientific_journal-2814	150	3	ozgur	ozgur	PROPN
american_scientific_journal-2814	150	4	,	,	PUNCT
american_scientific_journal-2814	150	5	and	and	CCONJ
american_scientific_journal-2814	150	6	mesut	mesut	PROPN
american_scientific_journal-2814	150	7	cimen	ciman	NOUN
american_scientific_journal-2814	150	8	.	.	PUNCT
american_scientific_journal-2814	151	1	"	"	PUNCT
american_scientific_journal-2814	151	2	evapotranspiration	evapotranspiration	NOUN
american_scientific_journal-2814	151	3	modelling	modelling	NOUN
american_scientific_journal-2814	151	4	using	use	VERB
american_scientific_journal-2814	151	5	support	support	NOUN
american_scientific_journal-2814	151	6	vector	vector	NOUN
american_scientific_journal-2814	151	7	machines	machine	NOUN
american_scientific_journal-2814	151	8	/	/	SYM
american_scientific_journal-2814	151	9	modélisation	modélisation	NOUN
american_scientific_journal-2814	151	10	de	de	X
american_scientific_journal-2814	151	11	l'évapotranspiration	l'évapotranspiration	X
american_scientific_journal-2814	151	12	à	à	X
american_scientific_journal-2814	151	13	l'aide	l'aide	X
american_scientific_journal-2814	151	14	de	de	X
american_scientific_journal-2814	151	15	‘	'	PUNCT
american_scientific_journal-2814	151	16	support	support	NOUN
american_scientific_journal-2814	151	17	vector	vector	NOUN
american_scientific_journal-2814	151	18	machines	machine	NOUN
american_scientific_journal-2814	151	19	’	'	PUNCT
american_scientific_journal-2814	151	20	.	.	PUNCT
american_scientific_journal-2814	151	21	"	"	PUNCT
american_scientific_journal-2814	152	1	hydrological	hydrological	ADJ
american_scientific_journal-2814	152	2	sciences	sciences	PROPN
american_scientific_journal-2814	152	3	journal	journal	NOUN
american_scientific_journal-2814	152	4	54.5	54.5	NUM
american_scientific_journal-2814	152	5	(	(	PUNCT
american_scientific_journal-2814	152	6	2009	2009	NUM
american_scientific_journal-2814	152	7	):	):	PUNCT
american_scientific_journal-2814	152	8	918	918	NUM
american_scientific_journal-2814	152	9	-	-	SYM
american_scientific_journal-2814	152	10	928	928	NUM
american_scientific_journal-2814	152	11	.	.	PUNCT
american_scientific_journal-2814	153	1	[	[	X
american_scientific_journal-2814	153	2	14	14	NUM
american_scientific_journal-2814	153	3	]	]	PUNCT
american_scientific_journal-2814	153	4	.	.	PUNCT
american_scientific_journal-2814	154	1	karamouz	karamouz	PROPN
american_scientific_journal-2814	154	2	m	m	PROPN
american_scientific_journal-2814	154	3	,	,	PUNCT
american_scientific_journal-2814	154	4	ahmadi	ahmadi	PROPN
american_scientific_journal-2814	154	5	a	a	PROPN
american_scientific_journal-2814	154	6	,	,	PUNCT
american_scientific_journal-2814	154	7	moridi	moridi	VERB
american_scientific_journal-2814	154	8	a	a	DET
american_scientific_journal-2814	154	9	:	:	PUNCT
american_scientific_journal-2814	154	10	probabilistic	probabilistic	ADJ
american_scientific_journal-2814	154	11	reservoir	reservoir	NOUN
american_scientific_journal-2814	154	12	operation	operation	NOUN
american_scientific_journal-2814	154	13	using	use	VERB
american_scientific_journal-2814	154	14	bayesian	bayesian	NOUN
american_scientific_journal-2814	154	15	stochastic	stochastic	ADJ
american_scientific_journal-2814	154	16	model	model	NOUN
american_scientific_journal-2814	154	17	american	american	PROPN
american_scientific_journal-2814	154	18	scientific	scientific	PROPN
american_scientific_journal-2814	154	19	research	research	PROPN
american_scientific_journal-2814	154	20	journal	journal	NOUN
american_scientific_journal-2814	154	21	for	for	ADP
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american_scientific_journal-2814	154	23	,	,	PUNCT
american_scientific_journal-2814	154	24	technology	technology	NOUN
american_scientific_journal-2814	154	25	,	,	PUNCT
american_scientific_journal-2814	154	26	and	and	CCONJ
american_scientific_journal-2814	154	27	sciences	science	NOUN
american_scientific_journal-2814	154	28	(	(	PUNCT
american_scientific_journal-2814	154	29	asrjets	asrjet	NOUN
american_scientific_journal-2814	154	30	)	)	PUNCT
american_scientific_journal-2814	154	31	(	(	PUNCT
american_scientific_journal-2814	154	32	2017	2017	NUM
american_scientific_journal-2814	154	33	)	)	PUNCT
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american_scientific_journal-2814	154	35	29	29	NUM
american_scientific_journal-2814	154	36	,	,	PUNCT
american_scientific_journal-2814	154	37	no	no	DET
american_scientific_journal-2814	154	38	1	1	NUM
american_scientific_journal-2814	154	39	,	,	PUNCT
american_scientific_journal-2814	154	40	pp	pp	ADV
american_scientific_journal-2814	154	41	286	286	NUM
american_scientific_journal-2814	154	42	-	-	SYM
american_scientific_journal-2814	154	43	294	294	NUM
american_scientific_journal-2814	154	44	294	294	NUM
american_scientific_journal-2814	154	45	and	and	CCONJ
american_scientific_journal-2814	154	46	support	support	VERB
american_scientific_journal-2814	154	47	vector	vector	NOUN
american_scientific_journal-2814	154	48	machine	machine	NOUN
american_scientific_journal-2814	154	49	.	.	PUNCT
american_scientific_journal-2814	155	1	advances	advance	NOUN
american_scientific_journal-2814	155	2	in	in	ADP
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american_scientific_journal-2814	155	4	resources	resource	NOUN
american_scientific_journal-2814	155	5	2009	2009	NUM
american_scientific_journal-2814	155	6	,	,	PUNCT
american_scientific_journal-2814	155	7	32:1588	32:1588	NUM
american_scientific_journal-2814	155	8	-	-	SYM
american_scientific_journal-2814	155	9	1600	1600	NUM
american_scientific_journal-2814	155	10	.	.	PUNCT
american_scientific_journal-2814	156	1	[	[	X
american_scientific_journal-2814	156	2	15	15	NUM
american_scientific_journal-2814	156	3	]	]	PUNCT
american_scientific_journal-2814	156	4	.	.	PUNCT
american_scientific_journal-2814	157	1	chen	chen	PROPN
american_scientific_journal-2814	157	2	s	s	PROPN
american_scientific_journal-2814	157	3	-	-	PUNCT
american_scientific_journal-2814	157	4	t	t	PROPN
american_scientific_journal-2814	157	5	,	,	PUNCT
american_scientific_journal-2814	157	6	yu	yu	PROPN
american_scientific_journal-2814	157	7	p	p	PROPN
american_scientific_journal-2814	157	8	-	-	PUNCT
american_scientific_journal-2814	157	9	s	s	PROPN
american_scientific_journal-2814	157	10	,	,	PUNCT
american_scientific_journal-2814	157	11	tang	tang	PROPN
american_scientific_journal-2814	157	12	y	y	PROPN
american_scientific_journal-2814	157	13	-	-	PUNCT
american_scientific_journal-2814	157	14	h	h	NOUN
american_scientific_journal-2814	157	15	:	:	PUNCT
american_scientific_journal-2814	157	16	statistical	statistical	ADJ
american_scientific_journal-2814	157	17	downscaling	downscaling	NOUN
american_scientific_journal-2814	157	18	of	of	ADP
american_scientific_journal-2814	157	19	daily	daily	ADJ
american_scientific_journal-2814	157	20	precipitation	precipitation	NOUN
american_scientific_journal-2814	157	21	using	use	VERB
american_scientific_journal-2814	157	22	support	support	NOUN
american_scientific_journal-2814	157	23	vector	vector	NOUN
american_scientific_journal-2814	157	24	machines	machine	NOUN
american_scientific_journal-2814	157	25	and	and	CCONJ
american_scientific_journal-2814	157	26	multivariate	multivariate	VERB
american_scientific_journal-2814	157	27	analysis	analysis	NOUN
american_scientific_journal-2814	157	28	.	.	PUNCT
american_scientific_journal-2814	158	1	journal	journal	NOUN
american_scientific_journal-2814	158	2	of	of	ADP
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american_scientific_journal-2814	158	4	2010	2010	NUM
american_scientific_journal-2814	158	5	,	,	PUNCT
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american_scientific_journal-2814	158	7	-	-	SYM
american_scientific_journal-2814	158	8	22	22	NUM
american_scientific_journal-2814	158	9	.	.	PUNCT
american_scientific_journal-2814	159	1	[	[	X
american_scientific_journal-2814	159	2	16	16	NUM
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american_scientific_journal-2814	159	4	.	.	PUNCT
american_scientific_journal-2814	160	1	guo	guo	PROPN
american_scientific_journal-2814	160	2	j	j	PROPN
american_scientific_journal-2814	160	3	,	,	PUNCT
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american_scientific_journal-2814	160	5	j	j	PROPN
american_scientific_journal-2814	160	6	,	,	PUNCT
american_scientific_journal-2814	160	7	qin	qin	PROPN
american_scientific_journal-2814	160	8	h	h	PROPN
american_scientific_journal-2814	160	9	,	,	PUNCT
american_scientific_journal-2814	160	10	zou	zou	PROPN
american_scientific_journal-2814	160	11	q	q	PROPN
american_scientific_journal-2814	160	12	,	,	PUNCT
american_scientific_journal-2814	160	13	li	li	PROPN
american_scientific_journal-2814	160	14	q	q	NOUN
american_scientific_journal-2814	160	15	:	:	PUNCT
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american_scientific_journal-2814	160	21	improved	improved	ADJ
american_scientific_journal-2814	160	22	support	support	NOUN
american_scientific_journal-2814	160	23	vector	vector	NOUN
american_scientific_journal-2814	160	24	machine	machine	NOUN
american_scientific_journal-2814	160	25	model	model	NOUN
american_scientific_journal-2814	160	26	.	.	PUNCT
american_scientific_journal-2814	161	1	expert	expert	NOUN
american_scientific_journal-2814	161	2	systems	system	NOUN
american_scientific_journal-2814	161	3	with	with	ADP
american_scientific_journal-2814	161	4	applications	application	NOUN
american_scientific_journal-2814	161	5	2011	2011	NUM
american_scientific_journal-2814	161	6	,	,	PUNCT
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american_scientific_journal-2814	161	8	-	-	SYM
american_scientific_journal-2814	161	9	13081	13081	NUM
american_scientific_journal-2814	161	10	.	.	PUNCT
american_scientific_journal-2814	162	1	[	[	X
american_scientific_journal-2814	162	2	17	17	NUM
american_scientific_journal-2814	162	3	]	]	PUNCT
american_scientific_journal-2814	162	4	.	.	PUNCT
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american_scientific_journal-2814	163	3	,	,	PUNCT
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american_scientific_journal-2814	163	5	m	m	PROPN
american_scientific_journal-2814	163	6	,	,	PUNCT
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american_scientific_journal-2814	163	8	c	c	PROPN
american_scientific_journal-2814	163	9	,	,	PUNCT
american_scientific_journal-2814	163	10	singh	singh	PROPN
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american_scientific_journal-2814	163	12	:	:	PUNCT
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american_scientific_journal-2814	163	17	for	for	ADP
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american_scientific_journal-2814	163	20	using	use	VERB
american_scientific_journal-2814	163	21	neural	neural	ADJ
american_scientific_journal-2814	163	22	networks	network	NOUN
american_scientific_journal-2814	163	23	and	and	CCONJ
american_scientific_journal-2814	163	24	support	support	VERB
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american_scientific_journal-2814	163	27	.	.	PUNCT
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american_scientific_journal-2814	164	2	of	of	ADP
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american_scientific_journal-2814	164	4	engineering	engineering	NOUN
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american_scientific_journal-2814	164	6	,	,	PUNCT
american_scientific_journal-2814	164	7	13:146	13:146	NUM
american_scientific_journal-2814	164	8	-	-	SYM
american_scientific_journal-2814	164	9	155	155	NUM
american_scientific_journal-2814	164	10	.	.	PUNCT
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american_scientific_journal-2814	165	4	.	.	PUNCT
american_scientific_journal-2814	166	1	liong	liong	PROPN
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american_scientific_journal-2814	166	3	,	,	PUNCT
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american_scientific_journal-2814	166	6	:	:	PUNCT
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american_scientific_journal-2814	166	13	machines1	machines1	NOUN
american_scientific_journal-2814	166	14	.	.	PUNCT
american_scientific_journal-2814	167	1	wiley	wiley	PROPN
american_scientific_journal-2814	167	2	online	online	PROPN
american_scientific_journal-2814	167	3	library	library	PROPN
american_scientific_journal-2814	167	4	;	;	PUNCT
american_scientific_journal-2814	167	5	2002	2002	NUM
american_scientific_journal-2814	167	6	.	.	PUNCT
american_scientific_journal-2814	168	1	[	[	X
american_scientific_journal-2814	168	2	19	19	NUM
american_scientific_journal-2814	168	3	]	]	PUNCT
american_scientific_journal-2814	168	4	.	.	PUNCT
american_scientific_journal-2814	169	1	mcculloch	mcculloch	PROPN
american_scientific_journal-2814	169	2	ws	ws	PROPN
american_scientific_journal-2814	169	3	,	,	PUNCT
american_scientific_journal-2814	169	4	pitts	pitt	VERB
american_scientific_journal-2814	169	5	w	w	ADP
american_scientific_journal-2814	169	6	:	:	PUNCT
american_scientific_journal-2814	169	7	a	a	DET
american_scientific_journal-2814	169	8	logical	logical	ADJ
american_scientific_journal-2814	169	9	calculus	calculus	NOUN
american_scientific_journal-2814	169	10	of	of	ADP
american_scientific_journal-2814	169	11	the	the	DET
american_scientific_journal-2814	169	12	ideas	idea	NOUN
american_scientific_journal-2814	169	13	immanent	immanent	ADJ
american_scientific_journal-2814	169	14	in	in	ADP
american_scientific_journal-2814	169	15	nervous	nervous	ADJ
american_scientific_journal-2814	169	16	activity	activity	NOUN
american_scientific_journal-2814	169	17	.	.	PUNCT
american_scientific_journal-2814	170	1	the	the	DET
american_scientific_journal-2814	170	2	bulletin	bulletin	NOUN
american_scientific_journal-2814	170	3	of	of	ADP
american_scientific_journal-2814	170	4	mathematical	mathematical	ADJ
american_scientific_journal-2814	170	5	biophysics	biophysic	NOUN
american_scientific_journal-2814	170	6	1943	1943	NUM
american_scientific_journal-2814	170	7	,	,	PUNCT
american_scientific_journal-2814	170	8	5:115	5:115	NUM
american_scientific_journal-2814	170	9	-	-	SYM
american_scientific_journal-2814	170	10	133	133	NUM
american_scientific_journal-2814	170	11	.	.	PUNCT
american_scientific_journal-2814	171	1	[	[	X
american_scientific_journal-2814	171	2	20	20	NUM
american_scientific_journal-2814	171	3	]	]	PUNCT
american_scientific_journal-2814	171	4	.	.	PUNCT
american_scientific_journal-2814	172	1	hebb	hebb	PROPN
american_scientific_journal-2814	172	2	d	d	PROPN
american_scientific_journal-2814	172	3	:	:	PUNCT
american_scientific_journal-2814	172	4	the	the	DET
american_scientific_journal-2814	172	5	organisation	organisation	NOUN
american_scientific_journal-2814	172	6	of	of	ADP
american_scientific_journal-2814	172	7	behavior	behavior	NOUN
american_scientific_journal-2814	172	8	wiley	wiley	PROPN
american_scientific_journal-2814	172	9	.	.	PUNCT
american_scientific_journal-2814	173	1	new	new	PROPN
american_scientific_journal-2814	173	2	york	york	PROPN
american_scientific_journal-2814	173	3	1949	1949	NUM
american_scientific_journal-2814	173	4	.	.	PUNCT
american_scientific_journal-2814	174	1	[	[	X
american_scientific_journal-2814	174	2	21	21	NUM
american_scientific_journal-2814	174	3	]	]	PUNCT
american_scientific_journal-2814	174	4	.	.	PUNCT
american_scientific_journal-2814	175	1	rosenblatt	rosenblatt	PROPN
american_scientific_journal-2814	175	2	f	f	PROPN
american_scientific_journal-2814	175	3	:	:	PUNCT
american_scientific_journal-2814	175	4	the	the	DET
american_scientific_journal-2814	175	5	perceptron	perceptron	PROPN
american_scientific_journal-2814	175	6	:	:	PUNCT
american_scientific_journal-2814	175	7	a	a	DET
american_scientific_journal-2814	175	8	probabilistic	probabilistic	ADJ
american_scientific_journal-2814	175	9	model	model	NOUN
american_scientific_journal-2814	175	10	for	for	ADP
american_scientific_journal-2814	175	11	information	information	NOUN
american_scientific_journal-2814	175	12	storage	storage	NOUN
american_scientific_journal-2814	175	13	and	and	CCONJ
american_scientific_journal-2814	175	14	organization	organization	NOUN
american_scientific_journal-2814	175	15	in	in	ADP
american_scientific_journal-2814	175	16	the	the	DET
american_scientific_journal-2814	175	17	brain	brain	NOUN
american_scientific_journal-2814	175	18	.	.	PUNCT
american_scientific_journal-2814	176	1	psychological	psychological	ADJ
american_scientific_journal-2814	176	2	review	review	NOUN
american_scientific_journal-2814	176	3	1958	1958	NUM
american_scientific_journal-2814	176	4	,	,	PUNCT
american_scientific_journal-2814	176	5	65:386	65:386	NUM
american_scientific_journal-2814	176	6	.	.	PUNCT
american_scientific_journal-2814	177	1	[	[	X
american_scientific_journal-2814	177	2	22	22	NUM
american_scientific_journal-2814	177	3	]	]	PUNCT
american_scientific_journal-2814	177	4	.	.	PUNCT
american_scientific_journal-2814	178	1	minsky	minsky	PROPN
american_scientific_journal-2814	178	2	m	m	PROPN
american_scientific_journal-2814	178	3	,	,	PUNCT
american_scientific_journal-2814	178	4	papert	papert	PROPN
american_scientific_journal-2814	178	5	s	s	NOUN
american_scientific_journal-2814	178	6	:	:	PUNCT
american_scientific_journal-2814	178	7	perceptrons	perceptron	NOUN
american_scientific_journal-2814	178	8	:	:	PUNCT
american_scientific_journal-2814	178	9	an	an	DET
american_scientific_journal-2814	178	10	essay	essay	NOUN
american_scientific_journal-2814	178	11	in	in	ADP
american_scientific_journal-2814	178	12	computational	computational	ADJ
american_scientific_journal-2814	178	13	geometry	geometry	NOUN
american_scientific_journal-2814	178	14	.	.	PUNCT
american_scientific_journal-2814	179	1	cambridge	cambridge	PROPN
american_scientific_journal-2814	179	2	,	,	PUNCT
american_scientific_journal-2814	179	3	ma	ma	PROPN
american_scientific_journal-2814	179	4	:	:	PUNCT
american_scientific_journal-2814	179	5	mit	mit	PROPN
american_scientific_journal-2814	179	6	press	press	NOUN
american_scientific_journal-2814	179	7	;	;	PUNCT
american_scientific_journal-2814	179	8	1969	1969	NUM
american_scientific_journal-2814	179	9	.	.	PUNCT
american_scientific_journal-2814	180	1	[	[	X
american_scientific_journal-2814	180	2	23	23	NUM
american_scientific_journal-2814	180	3	]	]	PUNCT
american_scientific_journal-2814	180	4	.	.	PUNCT
american_scientific_journal-2814	181	1	werbos	werbos	PROPN
american_scientific_journal-2814	182	1	p	p	X
american_scientific_journal-2814	182	2	:	:	PUNCT
american_scientific_journal-2814	182	3	beyond	beyond	ADP
american_scientific_journal-2814	182	4	regression	regression	NOUN
american_scientific_journal-2814	182	5	:	:	PUNCT
american_scientific_journal-2814	182	6	new	new	ADJ
american_scientific_journal-2814	182	7	tools	tool	NOUN
american_scientific_journal-2814	182	8	for	for	ADP
american_scientific_journal-2814	182	9	prediction	prediction	NOUN
american_scientific_journal-2814	182	10	and	and	CCONJ
american_scientific_journal-2814	182	11	analysis	analysis	NOUN
american_scientific_journal-2814	182	12	in	in	ADP
american_scientific_journal-2814	182	13	the	the	DET
american_scientific_journal-2814	182	14	behavioral	behavioral	ADJ
american_scientific_journal-2814	182	15	sciences	science	NOUN
american_scientific_journal-2814	182	16	.	.	PUNCT
american_scientific_journal-2814	182	17	1974	1974	NUM
american_scientific_journal-2814	182	18	.	.	PUNCT
american_scientific_journal-2814	183	1	[	[	X
american_scientific_journal-2814	183	2	24	24	NUM
american_scientific_journal-2814	183	3	]	]	PUNCT
american_scientific_journal-2814	183	4	.	.	PUNCT
american_scientific_journal-2814	184	1	rumelhart	rumelhart	PROPN
american_scientific_journal-2814	184	2	d	d	PROPN
american_scientific_journal-2814	184	3	,	,	PUNCT
american_scientific_journal-2814	184	4	hinton	hinton	PROPN
american_scientific_journal-2814	184	5	g	g	PROPN
american_scientific_journal-2814	184	6	,	,	PUNCT
american_scientific_journal-2814	184	7	williams	williams	PROPN
american_scientific_journal-2814	184	8	r	r	NOUN
american_scientific_journal-2814	184	9	:	:	PUNCT
american_scientific_journal-2814	184	10	learning	learn	VERB
american_scientific_journal-2814	184	11	internal	internal	ADJ
american_scientific_journal-2814	184	12	representation	representation	NOUN
american_scientific_journal-2814	184	13	by	by	ADP
american_scientific_journal-2814	184	14	back	back	ADJ
american_scientific_journal-2814	184	15	propagation	propagation	NOUN
american_scientific_journal-2814	184	16	.	.	PUNCT
american_scientific_journal-2814	185	1	parallel	parallel	ADJ
american_scientific_journal-2814	185	2	distributed	distribute	VERB
american_scientific_journal-2814	185	3	processing	processing	NOUN
american_scientific_journal-2814	185	4	:	:	PUNCT
american_scientific_journal-2814	185	5	exploration	exploration	NOUN
american_scientific_journal-2814	185	6	in	in	ADP
american_scientific_journal-2814	185	7	the	the	DET
american_scientific_journal-2814	185	8	microstructure	microstructure	NOUN
american_scientific_journal-2814	185	9	of	of	ADP
american_scientific_journal-2814	185	10	cognition	cognition	NOUN
american_scientific_journal-2814	185	11	1986	1986	NUM
american_scientific_journal-2814	185	12	,	,	PUNCT
american_scientific_journal-2814	185	13	1	1	NUM
american_scientific_journal-2814	185	14	.	.	PUNCT
american_scientific_journal-2814	186	1	[	[	X
american_scientific_journal-2814	186	2	25	25	NUM
american_scientific_journal-2814	186	3	]	]	PUNCT
american_scientific_journal-2814	186	4	.	.	PUNCT
american_scientific_journal-2814	187	1	gallant	gallant	PROPN
american_scientific_journal-2814	187	2	si	si	ADJ
american_scientific_journal-2814	187	3	:	:	PUNCT
american_scientific_journal-2814	187	4	neural	neural	ADJ
american_scientific_journal-2814	187	5	network	network	NOUN
american_scientific_journal-2814	187	6	learning	learning	NOUN
american_scientific_journal-2814	187	7	and	and	CCONJ
american_scientific_journal-2814	187	8	expert	expert	NOUN
american_scientific_journal-2814	187	9	systems	system	NOUN
american_scientific_journal-2814	187	10	.	.	PUNCT
american_scientific_journal-2814	188	1	mit	mit	PROPN
american_scientific_journal-2814	188	2	press	press	NOUN
american_scientific_journal-2814	188	3	;	;	PUNCT
american_scientific_journal-2814	188	4	1993	1993	NUM
american_scientific_journal-2814	188	5	.	.	PUNCT
american_scientific_journal-2814	189	1	[	[	X
american_scientific_journal-2814	189	2	26	26	NUM
american_scientific_journal-2814	189	3	]	]	PUNCT
american_scientific_journal-2814	189	4	.	.	PUNCT
american_scientific_journal-2814	190	1	vapnik	vapnik	PROPN
american_scientific_journal-2814	190	2	v	v	X
american_scientific_journal-2814	190	3	:	:	PUNCT
american_scientific_journal-2814	190	4	the	the	DET
american_scientific_journal-2814	190	5	nature	nature	NOUN
american_scientific_journal-2814	190	6	of	of	ADP
american_scientific_journal-2814	190	7	statistical	statistical	ADJ
american_scientific_journal-2814	190	8	learning	learning	NOUN
american_scientific_journal-2814	190	9	theory	theory	NOUN
american_scientific_journal-2814	190	10	.	.	PUNCT
american_scientific_journal-2814	191	1	springer	springer	NOUN
american_scientific_journal-2814	191	2	science	science	PROPN
american_scientific_journal-2814	191	3	&	&	CCONJ
american_scientific_journal-2814	191	4	business	business	NOUN
american_scientific_journal-2814	191	5	media	medium	NOUN
american_scientific_journal-2814	191	6	;	;	PUNCT
american_scientific_journal-2814	191	7	2013	2013	NUM
american_scientific_journal-2814	191	8	.	.	PUNCT