id	sid	tid	token	lemma	pos
fuelectenerg-12560	1	1	12560	12560	NUM
fuelectenerg-12560	1	2	facta	facta	PROPN
fuelectenerg-12560	1	3	universitatis	universitatis	PROPN
fuelectenerg-12560	1	4	series	series	NOUN
fuelectenerg-12560	1	5	:	:	PUNCT
fuelectenerg-12560	1	6	electronics	electronic	NOUN
fuelectenerg-12560	1	7	and	and	CCONJ
fuelectenerg-12560	1	8	energetics	energetics	NOUN
fuelectenerg-12560	1	9	vol	vol	NOUN
fuelectenerg-12560	1	10	.	.	PUNCT
fuelectenerg-12560	1	11	37	37	NUM
fuelectenerg-12560	1	12	,	,	PUNCT
fuelectenerg-12560	1	13	no	no	DET
fuelectenerg-12560	1	14	1	1	NUM
fuelectenerg-12560	1	15	,	,	PUNCT
fuelectenerg-12560	1	16	march	march	PROPN
fuelectenerg-12560	1	17	2024	2024	NUM
fuelectenerg-12560	1	18	,	,	PUNCT
fuelectenerg-12560	1	19	pp	pp	ADV
fuelectenerg-12560	1	20	.	.	PUNCT
fuelectenerg-12560	2	1	211	211	NUM
fuelectenerg-12560	2	2	227	227	NUM
fuelectenerg-12560	2	3	https://doi.org/10.2298/fuee2401211u	https://doi.org/10.2298/fuee2401211u	PROPN
fuelectenerg-12560	2	4	©	©	PROPN
fuelectenerg-12560	2	5	2024	2024	NUM
fuelectenerg-12560	2	6	by	by	ADP
fuelectenerg-12560	2	7	university	university	PROPN
fuelectenerg-12560	2	8	of	of	ADP
fuelectenerg-12560	2	9	niš	niš	PROPN
fuelectenerg-12560	2	10	,	,	PUNCT
fuelectenerg-12560	2	11	serbia	serbia	PROPN
fuelectenerg-12560	2	12	|	|	ADV
fuelectenerg-12560	2	13	creative	creative	ADJ
fuelectenerg-12560	2	14	commons	common	NOUN
fuelectenerg-12560	2	15	license	license	NOUN
fuelectenerg-12560	2	16	:	:	PUNCT
fuelectenerg-12560	2	17	cc	cc	VERB
fuelectenerg-12560	2	18	by	by	ADP
fuelectenerg-12560	2	19	-	-	PUNCT
fuelectenerg-12560	2	20	nc	nc	VERB
fuelectenerg-12560	2	21	-	-	PUNCT
fuelectenerg-12560	2	22	nd	nd	ADV
fuelectenerg-12560	2	23	original	original	ADJ
fuelectenerg-12560	2	24	scientific	scientific	ADJ
fuelectenerg-12560	2	25	paper	paper	NOUN
fuelectenerg-12560	2	26	a	a	DET
fuelectenerg-12560	2	27	comprehensive	comprehensive	ADJ
fuelectenerg-12560	2	28	comparative	comparative	ADJ
fuelectenerg-12560	2	29	study	study	NOUN
fuelectenerg-12560	2	30	of	of	ADP
fuelectenerg-12560	2	31	machine	machine	NOUN
fuelectenerg-12560	2	32	learning	learning	NOUN
fuelectenerg-12560	2	33	models	model	NOUN
fuelectenerg-12560	2	34	for	for	ADP
fuelectenerg-12560	2	35	predicting	predict	VERB
fuelectenerg-12560	2	36	cryptocurrency	cryptocurrency	NOUN
fuelectenerg-12560	2	37	yüksel	yüksel	PROPN
fuelectenerg-12560	2	38	akay	akay	PROPN
fuelectenerg-12560	2	39	ünvan	ünvan	PROPN
fuelectenerg-12560	2	40	,	,	PUNCT
fuelectenerg-12560	2	41	cansu	cansu	PROPN
fuelectenerg-12560	2	42	ergenç	ergenç	PROPN
fuelectenerg-12560	2	43	finance	finance	PROPN
fuelectenerg-12560	2	44	and	and	CCONJ
fuelectenerg-12560	2	45	banking	banking	NOUN
fuelectenerg-12560	2	46	department	department	NOUN
fuelectenerg-12560	2	47	,	,	PUNCT
fuelectenerg-12560	2	48	business	business	NOUN
fuelectenerg-12560	2	49	school	school	NOUN
fuelectenerg-12560	2	50	,	,	PUNCT
fuelectenerg-12560	2	51	ankara	ankara	PROPN
fuelectenerg-12560	2	52	yildirim	yildirim	PROPN
fuelectenerg-12560	2	53	beyazit	beyazit	PROPN
fuelectenerg-12560	2	54	university	university	PROPN
fuelectenerg-12560	2	55	,	,	PUNCT
fuelectenerg-12560	2	56	ankara	ankara	PROPN
fuelectenerg-12560	2	57	,	,	PUNCT
fuelectenerg-12560	2	58	turkey	turkey	NOUN
fuelectenerg-12560	2	59	orcid	orcid	NOUN
fuelectenerg-12560	2	60	ids	id	NOUN
fuelectenerg-12560	2	61	:	:	PUNCT
fuelectenerg-12560	2	62	yüksel	yüksel	PROPN
fuelectenerg-12560	2	63	akay	akay	PROPN
fuelectenerg-12560	2	64	ünvan	ünvan	PROPN
fuelectenerg-12560	2	65	https://orcid.org/0000-0002-0983-1455	https://orcid.org/0000-0002-0983-1455	PROPN
fuelectenerg-12560	2	66	cansu	cansu	PROPN
fuelectenerg-12560	2	67	ergenç	ergenç	PROPN
fuelectenerg-12560	2	68	https://orcid.org/0000-0002-4722-0911	https://orcid.org/0000-0002-4722-0911	PROPN
fuelectenerg-12560	2	69	abstract	abstract	PROPN
fuelectenerg-12560	2	70	.	.	PUNCT
fuelectenerg-12560	3	1	this	this	DET
fuelectenerg-12560	3	2	study	study	NOUN
fuelectenerg-12560	3	3	aims	aim	VERB
fuelectenerg-12560	3	4	to	to	PART
fuelectenerg-12560	3	5	find	find	VERB
fuelectenerg-12560	3	6	the	the	DET
fuelectenerg-12560	3	7	best	good	ADJ
fuelectenerg-12560	3	8	performing	performing	NOUN
fuelectenerg-12560	3	9	model	model	NOUN
fuelectenerg-12560	3	10	in	in	ADP
fuelectenerg-12560	3	11	predicting	predict	VERB
fuelectenerg-12560	3	12	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	3	13	using	use	VERB
fuelectenerg-12560	3	14	different	different	ADJ
fuelectenerg-12560	3	15	machine	machine	NOUN
fuelectenerg-12560	3	16	learning	learning	NOUN
fuelectenerg-12560	3	17	models	model	NOUN
fuelectenerg-12560	3	18	.	.	PUNCT
fuelectenerg-12560	4	1	in	in	ADP
fuelectenerg-12560	4	2	our	our	PRON
fuelectenerg-12560	4	3	study	study	NOUN
fuelectenerg-12560	4	4	,	,	PUNCT
fuelectenerg-12560	4	5	an	an	DET
fuelectenerg-12560	4	6	analysis	analysis	NOUN
fuelectenerg-12560	4	7	was	be	AUX
fuelectenerg-12560	4	8	performed	perform	VERB
fuelectenerg-12560	4	9	on	on	ADP
fuelectenerg-12560	4	10	various	various	ADJ
fuelectenerg-12560	4	11	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	4	12	such	such	ADJ
fuelectenerg-12560	4	13	as	as	ADP
fuelectenerg-12560	4	14	aave	aave	PROPN
fuelectenerg-12560	4	15	,	,	PUNCT
fuelectenerg-12560	4	16	binancecoin	binancecoin	NOUN
fuelectenerg-12560	4	17	,	,	PUNCT
fuelectenerg-12560	4	18	bitcoin	bitcoin	X
fuelectenerg-12560	4	19	,	,	PUNCT
fuelectenerg-12560	4	20	cardano	cardano	NOUN
fuelectenerg-12560	4	21	,	,	PUNCT
fuelectenerg-12560	4	22	cosmos	cosmos	PROPN
fuelectenerg-12560	4	23	,	,	PUNCT
fuelectenerg-12560	4	24	dogecoin	dogecoin	NOUN
fuelectenerg-12560	4	25	,	,	PUNCT
fuelectenerg-12560	4	26	ethereum	ethereum	NOUN
fuelectenerg-12560	4	27	,	,	PUNCT
fuelectenerg-12560	4	28	solana	solana	PROPN
fuelectenerg-12560	4	29	,	,	PUNCT
fuelectenerg-12560	4	30	tether	tether	NOUN
fuelectenerg-12560	4	31	,	,	PUNCT
fuelectenerg-12560	4	32	tron	tron	PROPN
fuelectenerg-12560	4	33	,	,	PUNCT
fuelectenerg-12560	4	34	usdcoin	usdcoin	PROPN
fuelectenerg-12560	4	35	and	and	CCONJ
fuelectenerg-12560	4	36	xrp	xrp	PROPN
fuelectenerg-12560	4	37	.	.	PUNCT
fuelectenerg-12560	5	1	decision	decision	NOUN
fuelectenerg-12560	5	2	trees	tree	NOUN
fuelectenerg-12560	5	3	,	,	PUNCT
fuelectenerg-12560	5	4	random	random	ADJ
fuelectenerg-12560	5	5	forests	forest	NOUN
fuelectenerg-12560	5	6	,	,	PUNCT
fuelectenerg-12560	5	7	knearest	knearest	NOUN
fuelectenerg-12560	5	8	neighbours	neighbour	NOUN
fuelectenerg-12560	5	9	(	(	PUNCT
fuelectenerg-12560	5	10	knn	knn	PROPN
fuelectenerg-12560	5	11	)	)	PUNCT
fuelectenerg-12560	5	12	,	,	PUNCT
fuelectenerg-12560	5	13	gradient	gradient	NOUN
fuelectenerg-12560	5	14	boost	boost	NOUN
fuelectenerg-12560	5	15	machine	machine	NOUN
fuelectenerg-12560	5	16	(	(	PUNCT
fuelectenerg-12560	5	17	gbm	gbm	PROPN
fuelectenerg-12560	5	18	)	)	PUNCT
fuelectenerg-12560	5	19	,	,	PUNCT
fuelectenerg-12560	5	20	lightgbm	lightgbm	ADJ
fuelectenerg-12560	5	21	,	,	PUNCT
fuelectenerg-12560	5	22	xgboost	xgboost	ADV
fuelectenerg-12560	5	23	,	,	PUNCT
fuelectenerg-12560	5	24	catboost	catboost	ADJ
fuelectenerg-12560	5	25	,	,	PUNCT
fuelectenerg-12560	5	26	artificial	artificial	ADJ
fuelectenerg-12560	5	27	neural	neural	ADJ
fuelectenerg-12560	5	28	networks	network	NOUN
fuelectenerg-12560	5	29	(	(	PUNCT
fuelectenerg-12560	5	30	ann	ann	PROPN
fuelectenerg-12560	5	31	)	)	PUNCT
fuelectenerg-12560	5	32	,	,	PUNCT
fuelectenerg-12560	5	33	convolutional	convolutional	ADJ
fuelectenerg-12560	5	34	neural	neural	ADJ
fuelectenerg-12560	5	35	networks	network	NOUN
fuelectenerg-12560	5	36	(	(	PUNCT
fuelectenerg-12560	5	37	cnns	cnns	PROPN
fuelectenerg-12560	5	38	)	)	PUNCT
fuelectenerg-12560	5	39	,	,	PUNCT
fuelectenerg-12560	5	40	recurrent	recurrent	ADJ
fuelectenerg-12560	5	41	neural	neural	ADJ
fuelectenerg-12560	5	42	networks	network	NOUN
fuelectenerg-12560	5	43	(	(	PUNCT
fuelectenerg-12560	5	44	rnns	rnns	PROPN
fuelectenerg-12560	5	45	)	)	PUNCT
fuelectenerg-12560	5	46	and	and	CCONJ
fuelectenerg-12560	5	47	short	short	ADJ
fuelectenerg-12560	5	48	term	term	NOUN
fuelectenerg-12560	5	49	memory	memory	NOUN
fuelectenerg-12560	5	50	networks	network	NOUN
fuelectenerg-12560	5	51	in	in	ADP
fuelectenerg-12560	5	52	long	long	ADJ
fuelectenerg-12560	5	53	comparisons	comparison	NOUN
fuelectenerg-12560	5	54	(	(	PUNCT
fuelectenerg-12560	5	55	lstm	lstm	NOUN
fuelectenerg-12560	5	56	)	)	PUNCT
fuelectenerg-12560	5	57	models	model	NOUN
fuelectenerg-12560	5	58	were	be	AUX
fuelectenerg-12560	5	59	used	use	VERB
fuelectenerg-12560	5	60	.	.	PUNCT
fuelectenerg-12560	6	1	the	the	DET
fuelectenerg-12560	6	2	performance	performance	NOUN
fuelectenerg-12560	6	3	of	of	ADP
fuelectenerg-12560	6	4	the	the	DET
fuelectenerg-12560	6	5	models	model	NOUN
fuelectenerg-12560	6	6	is	be	AUX
fuelectenerg-12560	6	7	compared	compare	VERB
fuelectenerg-12560	6	8	with	with	ADP
fuelectenerg-12560	6	9	mean	mean	ADJ
fuelectenerg-12560	6	10	squared	square	VERB
fuelectenerg-12560	6	11	error	error	NOUN
fuelectenerg-12560	6	12	(	(	PUNCT
fuelectenerg-12560	6	13	mse	mse	NOUN
fuelectenerg-12560	6	14	)	)	PUNCT
fuelectenerg-12560	6	15	,	,	PUNCT
fuelectenerg-12560	6	16	root	root	NOUN
fuelectenerg-12560	6	17	mean	mean	VERB
fuelectenerg-12560	6	18	square	square	ADJ
fuelectenerg-12560	6	19	error	error	NOUN
fuelectenerg-12560	6	20	(	(	PUNCT
fuelectenerg-12560	6	21	rmse	rmse	NOUN
fuelectenerg-12560	6	22	)	)	PUNCT
fuelectenerg-12560	6	23	and	and	CCONJ
fuelectenerg-12560	6	24	mean	mean	VERB
fuelectenerg-12560	6	25	absolute	absolute	ADJ
fuelectenerg-12560	6	26	error	error	NOUN
fuelectenerg-12560	6	27	(	(	PUNCT
fuelectenerg-12560	6	28	mae	mae	PROPN
fuelectenerg-12560	6	29	)	)	PUNCT
fuelectenerg-12560	6	30	.	.	PUNCT
fuelectenerg-12560	7	1	the	the	DET
fuelectenerg-12560	7	2	study	study	NOUN
fuelectenerg-12560	7	3	results	result	NOUN
fuelectenerg-12560	7	4	show	show	VERB
fuelectenerg-12560	7	5	that	that	SCONJ
fuelectenerg-12560	7	6	there	there	PRON
fuelectenerg-12560	7	7	is	be	VERB
fuelectenerg-12560	7	8	no	no	DET
fuelectenerg-12560	7	9	single	single	ADJ
fuelectenerg-12560	7	10	model	model	NOUN
fuelectenerg-12560	7	11	that	that	PRON
fuelectenerg-12560	7	12	consistently	consistently	ADV
fuelectenerg-12560	7	13	outperforms	outperform	VERB
fuelectenerg-12560	7	14	others	other	NOUN
fuelectenerg-12560	7	15	for	for	ADP
fuelectenerg-12560	7	16	all	all	DET
fuelectenerg-12560	7	17	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	7	18	.	.	PUNCT
fuelectenerg-12560	8	1	models	model	NOUN
fuelectenerg-12560	8	2	such	such	ADJ
fuelectenerg-12560	8	3	as	as	ADP
fuelectenerg-12560	8	4	xgboost	xgboost	ADV
fuelectenerg-12560	8	5	and	and	CCONJ
fuelectenerg-12560	8	6	random	random	ADJ
fuelectenerg-12560	8	7	forests	forest	NOUN
fuelectenerg-12560	8	8	show	show	VERB
fuelectenerg-12560	8	9	consistent	consistent	ADJ
fuelectenerg-12560	8	10	and	and	CCONJ
fuelectenerg-12560	8	11	strong	strong	ADJ
fuelectenerg-12560	8	12	performance	performance	NOUN
fuelectenerg-12560	8	13	across	across	ADP
fuelectenerg-12560	8	14	different	different	ADJ
fuelectenerg-12560	8	15	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	8	16	,	,	PUNCT
fuelectenerg-12560	8	17	proving	prove	VERB
fuelectenerg-12560	8	18	their	their	PRON
fuelectenerg-12560	8	19	robustness	robustness	NOUN
fuelectenerg-12560	8	20	in	in	ADP
fuelectenerg-12560	8	21	this	this	DET
fuelectenerg-12560	8	22	particular	particular	ADJ
fuelectenerg-12560	8	23	use	use	NOUN
fuelectenerg-12560	8	24	case	case	NOUN
fuelectenerg-12560	8	25	.	.	PUNCT
fuelectenerg-12560	9	1	deep	deep	ADJ
fuelectenerg-12560	9	2	learning	learning	NOUN
fuelectenerg-12560	9	3	algorithms	algorithm	NOUN
fuelectenerg-12560	9	4	,	,	PUNCT
fuelectenerg-12560	9	5	including	include	VERB
fuelectenerg-12560	9	6	convolutional	convolutional	ADJ
fuelectenerg-12560	9	7	neural	neural	ADJ
fuelectenerg-12560	9	8	networks	network	NOUN
fuelectenerg-12560	9	9	(	(	PUNCT
fuelectenerg-12560	9	10	cnns	cnns	PROPN
fuelectenerg-12560	9	11	)	)	PUNCT
fuelectenerg-12560	9	12	,	,	PUNCT
fuelectenerg-12560	9	13	recurrent	recurrent	ADJ
fuelectenerg-12560	9	14	neural	neural	ADJ
fuelectenerg-12560	9	15	networks	network	NOUN
fuelectenerg-12560	9	16	(	(	PUNCT
fuelectenerg-12560	9	17	rnns	rnns	PROPN
fuelectenerg-12560	9	18	)	)	PUNCT
fuelectenerg-12560	9	19	and	and	CCONJ
fuelectenerg-12560	9	20	long	long	ADJ
fuelectenerg-12560	9	21	short	short	ADJ
fuelectenerg-12560	9	22	term	term	NOUN
fuelectenerg-12560	9	23	memory	memory	NOUN
fuelectenerg-12560	9	24	networks	network	NOUN
fuelectenerg-12560	9	25	(	(	PUNCT
fuelectenerg-12560	9	26	lstms	lstms	ADJ
fuelectenerg-12560	9	27	)	)	PUNCT
fuelectenerg-12560	9	28	,	,	PUNCT
fuelectenerg-12560	9	29	show	show	VERB
fuelectenerg-12560	9	30	significant	significant	ADJ
fuelectenerg-12560	9	31	accuracy	accuracy	NOUN
fuelectenerg-12560	9	32	in	in	ADP
fuelectenerg-12560	9	33	predicting	predict	VERB
fuelectenerg-12560	9	34	some	some	DET
fuelectenerg-12560	9	35	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	9	36	.	.	PUNCT
fuelectenerg-12560	10	1	key	key	ADJ
fuelectenerg-12560	10	2	words	word	NOUN
fuelectenerg-12560	10	3	:	:	PUNCT
fuelectenerg-12560	10	4	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	10	5	,	,	PUNCT
fuelectenerg-12560	10	6	machine	machine	NOUN
fuelectenerg-12560	10	7	learning	learning	NOUN
fuelectenerg-12560	10	8	forecasting	forecasting	NOUN
fuelectenerg-12560	10	9	model	model	NOUN
fuelectenerg-12560	10	10	,	,	PUNCT
fuelectenerg-12560	10	11	prediction	prediction	NOUN
fuelectenerg-12560	10	12	methods	method	NOUN
fuelectenerg-12560	10	13	,	,	PUNCT
fuelectenerg-12560	10	14	efficiency	efficiency	NOUN
fuelectenerg-12560	10	15	1	1	NUM
fuelectenerg-12560	10	16	.	.	PUNCT
fuelectenerg-12560	11	1	introduction	introduction	NOUN
fuelectenerg-12560	11	2	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	11	3	have	have	AUX
fuelectenerg-12560	11	4	recently	recently	ADV
fuelectenerg-12560	11	5	attracted	attract	VERB
fuelectenerg-12560	11	6	a	a	DET
fuelectenerg-12560	11	7	great	great	ADJ
fuelectenerg-12560	11	8	deal	deal	NOUN
fuelectenerg-12560	11	9	of	of	ADP
fuelectenerg-12560	11	10	attention	attention	NOUN
fuelectenerg-12560	11	11	as	as	ADP
fuelectenerg-12560	11	12	a	a	DET
fuelectenerg-12560	11	13	distinctive	distinctive	ADJ
fuelectenerg-12560	11	14	and	and	CCONJ
fuelectenerg-12560	11	15	everchanging	everchanging	NOUN
fuelectenerg-12560	11	16	type	type	NOUN
fuelectenerg-12560	11	17	of	of	ADP
fuelectenerg-12560	11	18	investment	investment	NOUN
fuelectenerg-12560	11	19	.	.	PUNCT
fuelectenerg-12560	12	1	investors	investor	NOUN
fuelectenerg-12560	12	2	and	and	CCONJ
fuelectenerg-12560	12	3	researchers	researcher	NOUN
fuelectenerg-12560	12	4	have	have	AUX
fuelectenerg-12560	12	5	turned	turn	VERB
fuelectenerg-12560	12	6	to	to	ADP
fuelectenerg-12560	12	7	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	12	8	due	due	ADP
fuelectenerg-12560	12	9	to	to	ADP
fuelectenerg-12560	12	10	their	their	PRON
fuelectenerg-12560	12	11	significant	significant	ADJ
fuelectenerg-12560	12	12	profit	profit	NOUN
fuelectenerg-12560	12	13	potential	potential	NOUN
fuelectenerg-12560	12	14	and	and	CCONJ
fuelectenerg-12560	12	15	market	market	NOUN
fuelectenerg-12560	12	16	volatility	volatility	NOUN
fuelectenerg-12560	12	17	.	.	PUNCT
fuelectenerg-12560	13	1	the	the	DET
fuelectenerg-12560	13	2	ability	ability	NOUN
fuelectenerg-12560	13	3	to	to	PART
fuelectenerg-12560	13	4	predict	predict	VERB
fuelectenerg-12560	13	5	the	the	DET
fuelectenerg-12560	13	6	prices	price	NOUN
fuelectenerg-12560	13	7	of	of	ADP
fuelectenerg-12560	13	8	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	13	9	is	be	AUX
fuelectenerg-12560	13	10	crucial	crucial	ADJ
fuelectenerg-12560	13	11	for	for	ADP
fuelectenerg-12560	13	12	investors	investor	NOUN
fuelectenerg-12560	13	13	,	,	PUNCT
fuelectenerg-12560	13	14	traders	trader	NOUN
fuelectenerg-12560	13	15	and	and	CCONJ
fuelectenerg-12560	13	16	financial	financial	ADJ
fuelectenerg-12560	13	17	analysts	analyst	NOUN
fuelectenerg-12560	13	18	who	who	PRON
fuelectenerg-12560	13	19	want	want	VERB
fuelectenerg-12560	13	20	to	to	PART
fuelectenerg-12560	13	21	make	make	VERB
fuelectenerg-12560	13	22	informed	informed	ADJ
fuelectenerg-12560	13	23	decisions	decision	NOUN
fuelectenerg-12560	13	24	in	in	ADP
fuelectenerg-12560	13	25	this	this	DET
fuelectenerg-12560	13	26	rapidly	rapidly	ADV
fuelectenerg-12560	13	27	growing	grow	VERB
fuelectenerg-12560	13	28	industry	industry	NOUN
fuelectenerg-12560	13	29	.	.	PUNCT
fuelectenerg-12560	14	1	machine	machine	NOUN
fuelectenerg-12560	14	2	learning	learning	NOUN
fuelectenerg-12560	14	3	and	and	CCONJ
fuelectenerg-12560	14	4	deep	deep	ADJ
fuelectenerg-12560	14	5	learning	learning	NOUN
fuelectenerg-12560	14	6	techniques	technique	NOUN
fuelectenerg-12560	14	7	have	have	AUX
fuelectenerg-12560	14	8	become	become	VERB
fuelectenerg-12560	14	9	powerful	powerful	ADJ
fuelectenerg-12560	14	10	tools	tool	NOUN
fuelectenerg-12560	14	11	for	for	ADP
fuelectenerg-12560	14	12	accurately	accurately	ADV
fuelectenerg-12560	14	13	predicting	predict	VERB
fuelectenerg-12560	14	14	cryptocurrency	cryptocurrency	NOUN
fuelectenerg-12560	14	15	prices	price	NOUN
fuelectenerg-12560	14	16	in	in	ADP
fuelectenerg-12560	14	17	received	receive	VERB
fuelectenerg-12560	14	18	december	december	PROPN
fuelectenerg-12560	14	19	1	1	NUM
fuelectenerg-12560	14	20	,	,	PUNCT
fuelectenerg-12560	14	21	2023	2023	NUM
fuelectenerg-12560	14	22	;	;	PUNCT
fuelectenerg-12560	14	23	revised	revise	VERB
fuelectenerg-12560	14	24	january	january	PROPN
fuelectenerg-12560	14	25	30	30	NUM
fuelectenerg-12560	14	26	,	,	PUNCT
fuelectenerg-12560	14	27	2024	2024	NUM
fuelectenerg-12560	14	28	and	and	CCONJ
fuelectenerg-12560	14	29	february	february	PROPN
fuelectenerg-12560	14	30	29	29	NUM
fuelectenerg-12560	14	31	,	,	PUNCT
fuelectenerg-12560	14	32	2024	2024	NUM
fuelectenerg-12560	14	33	;	;	PUNCT
fuelectenerg-12560	14	34	accepted	accept	VERB
fuelectenerg-12560	14	35	march	march	PROPN
fuelectenerg-12560	14	36	03	03	NUM
fuelectenerg-12560	14	37	,	,	PUNCT
fuelectenerg-12560	14	38	2024	2024	NUM
fuelectenerg-12560	14	39	corresponding	correspond	VERB
fuelectenerg-12560	14	40	author	author	NOUN
fuelectenerg-12560	14	41	:	:	PUNCT
fuelectenerg-12560	14	42	yüksel	yüksel	PROPN
fuelectenerg-12560	14	43	akay	akay	PROPN
fuelectenerg-12560	14	44	ünvan	ünvan	PROPN
fuelectenerg-12560	14	45	finance	finance	PROPN
fuelectenerg-12560	14	46	and	and	CCONJ
fuelectenerg-12560	14	47	banking	banking	NOUN
fuelectenerg-12560	14	48	department	department	NOUN
fuelectenerg-12560	14	49	,	,	PUNCT
fuelectenerg-12560	14	50	business	business	NOUN
fuelectenerg-12560	14	51	school	school	NOUN
fuelectenerg-12560	14	52	,	,	PUNCT
fuelectenerg-12560	14	53	ankara	ankara	PROPN
fuelectenerg-12560	14	54	yildirim	yildirim	PROPN
fuelectenerg-12560	14	55	beyazit	beyazit	PROPN
fuelectenerg-12560	14	56	university	university	PROPN
fuelectenerg-12560	14	57	,	,	PUNCT
fuelectenerg-12560	14	58	ankara	ankara	PROPN
fuelectenerg-12560	14	59	,	,	PUNCT
fuelectenerg-12560	14	60	turkey	turkey	PROPN
fuelectenerg-12560	14	61	e	e	NOUN
fuelectenerg-12560	14	62	-	-	NOUN
fuelectenerg-12560	14	63	mail	mail	NOUN
fuelectenerg-12560	14	64	:	:	PUNCT
fuelectenerg-12560	14	65	akay.unvan@gmail.com	akay.unvan@gmail.com	X
fuelectenerg-12560	14	66	https://orcid.org/0000-0002-0983-1455	https://orcid.org/0000-0002-0983-1455	PROPN
fuelectenerg-12560	14	67	https://orcid.org/0000-0002-4722-0911	https://orcid.org/0000-0002-4722-0911	PROPN
fuelectenerg-12560	14	68	mailto:akay.unvan@gmail.com	mailto:akay.unvan@gmail.com	X
fuelectenerg-12560	14	69	212	212	NUM
fuelectenerg-12560	15	1	y.	y.	PROPN
fuelectenerg-12560	15	2	a.	a.	PROPN
fuelectenerg-12560	15	3	ünvan	ünvan	PROPN
fuelectenerg-12560	15	4	,	,	PUNCT
fuelectenerg-12560	15	5	c.	c.	PROPN
fuelectenerg-12560	15	6	ergenç	ergenç	PROPN
fuelectenerg-12560	15	7	recent	recent	ADJ
fuelectenerg-12560	15	8	years	year	NOUN
fuelectenerg-12560	15	9	.	.	PUNCT
fuelectenerg-12560	16	1	these	these	DET
fuelectenerg-12560	16	2	approaches	approach	NOUN
fuelectenerg-12560	16	3	are	be	AUX
fuelectenerg-12560	16	4	able	able	ADJ
fuelectenerg-12560	16	5	to	to	PART
fuelectenerg-12560	16	6	effectively	effectively	ADV
fuelectenerg-12560	16	7	capture	capture	VERB
fuelectenerg-12560	16	8	complex	complex	ADJ
fuelectenerg-12560	16	9	temporal	temporal	ADJ
fuelectenerg-12560	16	10	correlations	correlation	NOUN
fuelectenerg-12560	16	11	and	and	CCONJ
fuelectenerg-12560	16	12	non	non	ADJ
fuelectenerg-12560	16	13	-	-	ADJ
fuelectenerg-12560	16	14	linear	linear	ADJ
fuelectenerg-12560	16	15	patterns	pattern	NOUN
fuelectenerg-12560	16	16	in	in	ADP
fuelectenerg-12560	16	17	data	datum	NOUN
fuelectenerg-12560	16	18	collected	collect	VERB
fuelectenerg-12560	16	19	from	from	ADP
fuelectenerg-12560	16	20	bitcoin	bitcoin	ADJ
fuelectenerg-12560	16	21	prices	price	NOUN
fuelectenerg-12560	16	22	.	.	PUNCT
fuelectenerg-12560	17	1	each	each	DET
fuelectenerg-12560	17	2	cryptocurrency	cryptocurrency	NOUN
fuelectenerg-12560	17	3	and	and	CCONJ
fuelectenerg-12560	17	4	its	its	PRON
fuelectenerg-12560	17	5	underlying	underlie	VERB
fuelectenerg-12560	17	6	platform	platform	NOUN
fuelectenerg-12560	17	7	contain	contain	VERB
fuelectenerg-12560	17	8	different	different	ADJ
fuelectenerg-12560	17	9	features	feature	NOUN
fuelectenerg-12560	17	10	and	and	CCONJ
fuelectenerg-12560	17	11	applications	application	NOUN
fuelectenerg-12560	17	12	that	that	PRON
fuelectenerg-12560	17	13	contribute	contribute	VERB
fuelectenerg-12560	17	14	to	to	ADP
fuelectenerg-12560	17	15	the	the	DET
fuelectenerg-12560	17	16	diverse	diverse	ADJ
fuelectenerg-12560	17	17	environment	environment	NOUN
fuelectenerg-12560	17	18	of	of	ADP
fuelectenerg-12560	17	19	the	the	DET
fuelectenerg-12560	17	20	cryptocurrency	cryptocurrency	NOUN
fuelectenerg-12560	17	21	world	world	NOUN
fuelectenerg-12560	17	22	.	.	PUNCT
fuelectenerg-12560	18	1	aave	aave	PROPN
fuelectenerg-12560	18	2	is	be	AUX
fuelectenerg-12560	18	3	a	a	DET
fuelectenerg-12560	18	4	decentralised	decentralise	VERB
fuelectenerg-12560	18	5	finance	finance	NOUN
fuelectenerg-12560	18	6	(	(	PUNCT
fuelectenerg-12560	18	7	defi	defi	NOUN
fuelectenerg-12560	18	8	)	)	PUNCT
fuelectenerg-12560	18	9	protocol	protocol	NOUN
fuelectenerg-12560	18	10	that	that	PRON
fuelectenerg-12560	18	11	allows	allow	VERB
fuelectenerg-12560	18	12	users	user	NOUN
fuelectenerg-12560	18	13	to	to	PART
fuelectenerg-12560	18	14	borrow	borrow	VERB
fuelectenerg-12560	18	15	and	and	CCONJ
fuelectenerg-12560	18	16	lend	lend	VERB
fuelectenerg-12560	18	17	different	different	ADJ
fuelectenerg-12560	18	18	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	18	19	[	[	X
fuelectenerg-12560	18	20	1	1	NUM
fuelectenerg-12560	18	21	]	]	PUNCT
fuelectenerg-12560	18	22	.	.	PUNCT
fuelectenerg-12560	19	1	in	in	ADP
fuelectenerg-12560	19	2	this	this	DET
fuelectenerg-12560	19	3	system	system	NOUN
fuelectenerg-12560	19	4	,	,	PUNCT
fuelectenerg-12560	19	5	the	the	DET
fuelectenerg-12560	19	6	lender	lender	NOUN
fuelectenerg-12560	19	7	earns	earn	VERB
fuelectenerg-12560	19	8	interest	interest	NOUN
fuelectenerg-12560	19	9	on	on	ADP
fuelectenerg-12560	19	10	digital	digital	ADJ
fuelectenerg-12560	19	11	assets	asset	NOUN
fuelectenerg-12560	19	12	in	in	ADP
fuelectenerg-12560	19	13	liquidity	liquidity	NOUN
fuelectenerg-12560	19	14	pools	pool	NOUN
fuelectenerg-12560	19	15	.	.	PUNCT
fuelectenerg-12560	20	1	the	the	DET
fuelectenerg-12560	20	2	borrower	borrower	NOUN
fuelectenerg-12560	20	3	can	can	AUX
fuelectenerg-12560	20	4	obtain	obtain	VERB
fuelectenerg-12560	20	5	a	a	DET
fuelectenerg-12560	20	6	loan	loan	NOUN
fuelectenerg-12560	20	7	by	by	ADP
fuelectenerg-12560	20	8	pledging	pledge	VERB
fuelectenerg-12560	20	9	collateral	collateral	NOUN
fuelectenerg-12560	20	10	.	.	PUNCT
fuelectenerg-12560	21	1	the	the	DET
fuelectenerg-12560	21	2	creators	creator	NOUN
fuelectenerg-12560	21	3	originally	originally	ADV
fuelectenerg-12560	21	4	designed	design	VERB
fuelectenerg-12560	21	5	binancecoin	binancecoin	NOUN
fuelectenerg-12560	21	6	as	as	ADP
fuelectenerg-12560	21	7	a	a	DET
fuelectenerg-12560	21	8	utility	utility	NOUN
fuelectenerg-12560	21	9	token	token	VERB
fuelectenerg-12560	21	10	for	for	ADP
fuelectenerg-12560	21	11	the	the	DET
fuelectenerg-12560	21	12	binance	binance	NOUN
fuelectenerg-12560	21	13	cryptocurrency	cryptocurrency	NOUN
fuelectenerg-12560	21	14	exchange	exchange	NOUN
fuelectenerg-12560	21	15	,	,	PUNCT
fuelectenerg-12560	21	16	and	and	CCONJ
fuelectenerg-12560	21	17	later	later	ADV
fuelectenerg-12560	21	18	expanded	expand	VERB
fuelectenerg-12560	21	19	its	its	PRON
fuelectenerg-12560	21	20	use	use	NOUN
fuelectenerg-12560	21	21	.	.	PUNCT
fuelectenerg-12560	22	1	binancecoin	binancecoin	PROPN
fuelectenerg-12560	22	2	's	's	PART
fuelectenerg-12560	22	3	uses	use	NOUN
fuelectenerg-12560	22	4	include	include	VERB
fuelectenerg-12560	22	5	powering	power	VERB
fuelectenerg-12560	22	6	binance	binance	NOUN
fuelectenerg-12560	22	7	's	's	PART
fuelectenerg-12560	22	8	decentralised	decentralise	VERB
fuelectenerg-12560	22	9	applications	application	NOUN
fuelectenerg-12560	22	10	(	(	PUNCT
fuelectenerg-12560	22	11	dapps	dapp	NOUN
fuelectenerg-12560	22	12	)	)	PUNCT
fuelectenerg-12560	22	13	and	and	CCONJ
fuelectenerg-12560	22	14	paying	pay	VERB
fuelectenerg-12560	22	15	transaction	transaction	NOUN
fuelectenerg-12560	22	16	fees	fee	NOUN
fuelectenerg-12560	22	17	on	on	ADP
fuelectenerg-12560	22	18	the	the	DET
fuelectenerg-12560	22	19	binance	binance	NOUN
fuelectenerg-12560	22	20	exchange	exchange	NOUN
fuelectenerg-12560	22	21	[	[	X
fuelectenerg-12560	22	22	2	2	NUM
fuelectenerg-12560	22	23	]	]	PUNCT
fuelectenerg-12560	22	24	.	.	PUNCT
fuelectenerg-12560	23	1	cardano	cardano	PROPN
fuelectenerg-12560	23	2	is	be	AUX
fuelectenerg-12560	23	3	a	a	DET
fuelectenerg-12560	23	4	blockchain	blockchain	PROPN
fuelectenerg-12560	23	5	platform	platform	NOUN
fuelectenerg-12560	23	6	that	that	PRON
fuelectenerg-12560	23	7	aims	aim	VERB
fuelectenerg-12560	23	8	to	to	PART
fuelectenerg-12560	23	9	provide	provide	VERB
fuelectenerg-12560	23	10	a	a	DET
fuelectenerg-12560	23	11	more	more	ADV
fuelectenerg-12560	23	12	secure	secure	ADJ
fuelectenerg-12560	23	13	and	and	CCONJ
fuelectenerg-12560	23	14	scalable	scalable	ADJ
fuelectenerg-12560	23	15	infrastructure	infrastructure	NOUN
fuelectenerg-12560	23	16	for	for	ADP
fuelectenerg-12560	23	17	the	the	DET
fuelectenerg-12560	23	18	development	development	NOUN
fuelectenerg-12560	23	19	of	of	ADP
fuelectenerg-12560	23	20	decentralised	decentralise	VERB
fuelectenerg-12560	23	21	applications	application	NOUN
fuelectenerg-12560	23	22	and	and	CCONJ
fuelectenerg-12560	23	23	smart	smart	ADJ
fuelectenerg-12560	23	24	contracts	contract	NOUN
fuelectenerg-12560	23	25	[	[	X
fuelectenerg-12560	23	26	3	3	NUM
fuelectenerg-12560	23	27	]	]	PUNCT
fuelectenerg-12560	23	28	.	.	PUNCT
fuelectenerg-12560	24	1	cosmos	cosmos	PROPN
fuelectenerg-12560	24	2	is	be	AUX
fuelectenerg-12560	24	3	a	a	DET
fuelectenerg-12560	24	4	decentralised	decentralised	ADJ
fuelectenerg-12560	24	5	network	network	NOUN
fuelectenerg-12560	24	6	of	of	ADP
fuelectenerg-12560	24	7	independent	independent	ADJ
fuelectenerg-12560	24	8	blockchains	blockchain	NOUN
fuelectenerg-12560	24	9	powered	power	VERB
fuelectenerg-12560	24	10	by	by	ADP
fuelectenerg-12560	24	11	byzantine	byzantine	ADJ
fuelectenerg-12560	24	12	fault	fault	NOUN
fuelectenerg-12560	24	13	tolerance	tolerance	NOUN
fuelectenerg-12560	24	14	(	(	PUNCT
fuelectenerg-12560	24	15	bft	bft	NOUN
fuelectenerg-12560	24	16	)	)	PUNCT
fuelectenerg-12560	24	17	consensus	consensus	NOUN
fuelectenerg-12560	24	18	algorithms	algorithm	NOUN
fuelectenerg-12560	24	19	[	[	X
fuelectenerg-12560	24	20	4	4	NUM
fuelectenerg-12560	24	21	]	]	PUNCT
fuelectenerg-12560	24	22	.	.	PUNCT
fuelectenerg-12560	25	1	dogecoin	dogecoin	PROPN
fuelectenerg-12560	25	2	,	,	PUNCT
fuelectenerg-12560	25	3	initially	initially	ADV
fuelectenerg-12560	25	4	created	create	VERB
fuelectenerg-12560	25	5	as	as	ADP
fuelectenerg-12560	25	6	a	a	DET
fuelectenerg-12560	25	7	meme	meme	NOUN
fuelectenerg-12560	25	8	coin	coin	NOUN
fuelectenerg-12560	25	9	,	,	PUNCT
fuelectenerg-12560	25	10	gained	gain	VERB
fuelectenerg-12560	25	11	significant	significant	ADJ
fuelectenerg-12560	25	12	value	value	NOUN
fuelectenerg-12560	25	13	and	and	CCONJ
fuelectenerg-12560	25	14	popularity	popularity	NOUN
fuelectenerg-12560	25	15	by	by	ADP
fuelectenerg-12560	25	16	experiencing	experience	VERB
fuelectenerg-12560	25	17	significant	significant	ADJ
fuelectenerg-12560	25	18	increases	increase	NOUN
fuelectenerg-12560	25	19	in	in	ADP
fuelectenerg-12560	25	20	its	its	PRON
fuelectenerg-12560	25	21	exchange	exchange	NOUN
fuelectenerg-12560	25	22	rate	rate	NOUN
fuelectenerg-12560	25	23	[	[	X
fuelectenerg-12560	25	24	5	5	NUM
fuelectenerg-12560	25	25	]	]	PUNCT
fuelectenerg-12560	25	26	.	.	PUNCT
fuelectenerg-12560	26	1	ethereum	ethereum	NOUN
fuelectenerg-12560	26	2	is	be	AUX
fuelectenerg-12560	26	3	a	a	DET
fuelectenerg-12560	26	4	decentralised	decentralise	VERB
fuelectenerg-12560	26	5	platform	platform	NOUN
fuelectenerg-12560	26	6	that	that	PRON
fuelectenerg-12560	26	7	enables	enable	VERB
fuelectenerg-12560	26	8	smart	smart	ADJ
fuelectenerg-12560	26	9	contracts	contract	NOUN
fuelectenerg-12560	26	10	and	and	CCONJ
fuelectenerg-12560	26	11	decentralised	decentralised	ADJ
fuelectenerg-12560	26	12	applications	application	NOUN
fuelectenerg-12560	26	13	to	to	PART
fuelectenerg-12560	26	14	be	be	AUX
fuelectenerg-12560	26	15	created	create	VERB
fuelectenerg-12560	26	16	and	and	CCONJ
fuelectenerg-12560	26	17	run	run	VERB
fuelectenerg-12560	26	18	without	without	ADP
fuelectenerg-12560	26	19	any	any	DET
fuelectenerg-12560	26	20	downtime	downtime	NOUN
fuelectenerg-12560	26	21	,	,	PUNCT
fuelectenerg-12560	26	22	fraud	fraud	NOUN
fuelectenerg-12560	26	23	,	,	PUNCT
fuelectenerg-12560	26	24	control	control	NOUN
fuelectenerg-12560	26	25	or	or	CCONJ
fuelectenerg-12560	26	26	interference	interference	NOUN
fuelectenerg-12560	26	27	from	from	ADP
fuelectenerg-12560	26	28	a	a	DET
fuelectenerg-12560	26	29	third	third	ADJ
fuelectenerg-12560	26	30	party	party	NOUN
fuelectenerg-12560	26	31	.	.	PUNCT
fuelectenerg-12560	27	1	solana	solana	PROPN
fuelectenerg-12560	27	2	is	be	AUX
fuelectenerg-12560	27	3	a	a	DET
fuelectenerg-12560	27	4	high	high	ADJ
fuelectenerg-12560	27	5	-	-	PUNCT
fuelectenerg-12560	27	6	performance	performance	NOUN
fuelectenerg-12560	27	7	blockchain	blockchain	NOUN
fuelectenerg-12560	27	8	that	that	PRON
fuelectenerg-12560	27	9	enables	enable	VERB
fuelectenerg-12560	27	10	fast	fast	ADV
fuelectenerg-12560	27	11	,	,	PUNCT
fuelectenerg-12560	27	12	secure	secure	ADJ
fuelectenerg-12560	27	13	and	and	CCONJ
fuelectenerg-12560	27	14	scalable	scalable	ADJ
fuelectenerg-12560	27	15	decentralised	decentralise	VERB
fuelectenerg-12560	27	16	applications	application	NOUN
fuelectenerg-12560	27	17	and	and	CCONJ
fuelectenerg-12560	27	18	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	27	19	[	[	X
fuelectenerg-12560	27	20	6	6	NUM
fuelectenerg-12560	27	21	]	]	PUNCT
fuelectenerg-12560	27	22	.	.	PUNCT
fuelectenerg-12560	28	1	tether	tether	NOUN
fuelectenerg-12560	28	2	is	be	AUX
fuelectenerg-12560	28	3	a	a	DET
fuelectenerg-12560	28	4	type	type	NOUN
fuelectenerg-12560	28	5	of	of	ADP
fuelectenerg-12560	28	6	cryptocurrency	cryptocurrency	NOUN
fuelectenerg-12560	28	7	,	,	PUNCT
fuelectenerg-12560	28	8	known	know	VERB
fuelectenerg-12560	28	9	as	as	ADP
fuelectenerg-12560	28	10	a	a	DET
fuelectenerg-12560	28	11	stablecoin	stablecoin	NOUN
fuelectenerg-12560	28	12	,	,	PUNCT
fuelectenerg-12560	28	13	designed	design	VERB
fuelectenerg-12560	28	14	to	to	PART
fuelectenerg-12560	28	15	provide	provide	VERB
fuelectenerg-12560	28	16	a	a	DET
fuelectenerg-12560	28	17	stable	stable	ADJ
fuelectenerg-12560	28	18	value	value	NOUN
fuelectenerg-12560	28	19	by	by	ADP
fuelectenerg-12560	28	20	being	be	AUX
fuelectenerg-12560	28	21	pegged	peg	VERB
fuelectenerg-12560	28	22	to	to	ADP
fuelectenerg-12560	28	23	a	a	DET
fuelectenerg-12560	28	24	reserve	reserve	NOUN
fuelectenerg-12560	28	25	asset	asset	NOUN
fuelectenerg-12560	28	26	such	such	ADJ
fuelectenerg-12560	28	27	as	as	ADP
fuelectenerg-12560	28	28	the	the	DET
fuelectenerg-12560	28	29	us	us	PROPN
fuelectenerg-12560	28	30	dollar	dollar	NOUN
fuelectenerg-12560	28	31	.	.	PUNCT
fuelectenerg-12560	29	1	tron	tron	PROPN
fuelectenerg-12560	29	2	is	be	AUX
fuelectenerg-12560	29	3	a	a	DET
fuelectenerg-12560	29	4	blockchain	blockchain	NOUN
fuelectenerg-12560	29	5	-	-	PUNCT
fuelectenerg-12560	29	6	based	base	VERB
fuelectenerg-12560	29	7	decentralised	decentralise	VERB
fuelectenerg-12560	29	8	platform	platform	NOUN
fuelectenerg-12560	29	9	that	that	PRON
fuelectenerg-12560	29	10	aims	aim	VERB
fuelectenerg-12560	29	11	to	to	PART
fuelectenerg-12560	29	12	create	create	VERB
fuelectenerg-12560	29	13	a	a	DET
fuelectenerg-12560	29	14	free	free	ADJ
fuelectenerg-12560	29	15	,	,	PUNCT
fuelectenerg-12560	29	16	global	global	ADJ
fuelectenerg-12560	29	17	digital	digital	ADJ
fuelectenerg-12560	29	18	content	content	NOUN
fuelectenerg-12560	29	19	entertainment	entertainment	NOUN
fuelectenerg-12560	29	20	system	system	NOUN
fuelectenerg-12560	29	21	with	with	ADP
fuelectenerg-12560	29	22	distributed	distribute	VERB
fuelectenerg-12560	29	23	storage	storage	NOUN
fuelectenerg-12560	29	24	technology	technology	NOUN
fuelectenerg-12560	29	25	.	.	PUNCT
fuelectenerg-12560	30	1	usdcoin	usdcoin	PROPN
fuelectenerg-12560	30	2	is	be	AUX
fuelectenerg-12560	30	3	a	a	DET
fuelectenerg-12560	30	4	stablecoin	stablecoin	ADJ
fuelectenerg-12560	30	5	cryptocurrency	cryptocurrency	NOUN
fuelectenerg-12560	30	6	whose	whose	DET
fuelectenerg-12560	30	7	value	value	NOUN
fuelectenerg-12560	30	8	is	be	AUX
fuelectenerg-12560	30	9	directly	directly	ADV
fuelectenerg-12560	30	10	pegged	peg	VERB
fuelectenerg-12560	30	11	to	to	ADP
fuelectenerg-12560	30	12	the	the	DET
fuelectenerg-12560	30	13	us	us	PROPN
fuelectenerg-12560	30	14	dollar	dollar	NOUN
fuelectenerg-12560	30	15	.	.	PUNCT
fuelectenerg-12560	31	1	xrp	xrp	PROPN
fuelectenerg-12560	31	2	is	be	AUX
fuelectenerg-12560	31	3	the	the	DET
fuelectenerg-12560	31	4	native	native	ADJ
fuelectenerg-12560	31	5	digital	digital	ADJ
fuelectenerg-12560	31	6	asset	asset	NOUN
fuelectenerg-12560	31	7	of	of	ADP
fuelectenerg-12560	31	8	xrp	xrp	PROPN
fuelectenerg-12560	31	9	ledger	ledger	NOUN
fuelectenerg-12560	31	10	,	,	PUNCT
fuelectenerg-12560	31	11	a	a	DET
fuelectenerg-12560	31	12	blockchain	blockchain	NOUN
fuelectenerg-12560	31	13	created	create	VERB
fuelectenerg-12560	31	14	by	by	ADP
fuelectenerg-12560	31	15	ripple	ripple	NOUN
fuelectenerg-12560	31	16	.	.	PUNCT
fuelectenerg-12560	32	1	in	in	ADP
fuelectenerg-12560	32	2	this	this	DET
fuelectenerg-12560	32	3	study	study	NOUN
fuelectenerg-12560	32	4	,	,	PUNCT
fuelectenerg-12560	32	5	analyses	analysis	NOUN
fuelectenerg-12560	32	6	were	be	AUX
fuelectenerg-12560	32	7	conducted	conduct	VERB
fuelectenerg-12560	32	8	on	on	ADP
fuelectenerg-12560	32	9	various	various	ADJ
fuelectenerg-12560	32	10	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	32	11	such	such	ADJ
fuelectenerg-12560	32	12	as	as	ADP
fuelectenerg-12560	32	13	aave	aave	PROPN
fuelectenerg-12560	32	14	,	,	PUNCT
fuelectenerg-12560	32	15	binancecoin	binancecoin	NOUN
fuelectenerg-12560	32	16	,	,	PUNCT
fuelectenerg-12560	32	17	bitcoin	bitcoin	X
fuelectenerg-12560	32	18	,	,	PUNCT
fuelectenerg-12560	32	19	cardano	cardano	NOUN
fuelectenerg-12560	32	20	,	,	PUNCT
fuelectenerg-12560	32	21	cosmos	cosmos	PROPN
fuelectenerg-12560	32	22	,	,	PUNCT
fuelectenerg-12560	32	23	dogecoin	dogecoin	NOUN
fuelectenerg-12560	32	24	,	,	PUNCT
fuelectenerg-12560	32	25	ethereum	ethereum	NOUN
fuelectenerg-12560	32	26	,	,	PUNCT
fuelectenerg-12560	32	27	solana	solana	PROPN
fuelectenerg-12560	32	28	,	,	PUNCT
fuelectenerg-12560	32	29	tether	tether	NOUN
fuelectenerg-12560	32	30	,	,	PUNCT
fuelectenerg-12560	32	31	tron	tron	PROPN
fuelectenerg-12560	32	32	,	,	PUNCT
fuelectenerg-12560	32	33	usdcoin	usdcoin	PROPN
fuelectenerg-12560	32	34	and	and	CCONJ
fuelectenerg-12560	32	35	xrp	xrp	PROPN
fuelectenerg-12560	32	36	.	.	PUNCT
fuelectenerg-12560	33	1	decision	decision	NOUN
fuelectenerg-12560	33	2	trees	tree	NOUN
fuelectenerg-12560	33	3	,	,	PUNCT
fuelectenerg-12560	33	4	random	random	ADJ
fuelectenerg-12560	33	5	forests	forest	NOUN
fuelectenerg-12560	33	6	,	,	PUNCT
fuelectenerg-12560	33	7	k	k	NOUN
fuelectenerg-12560	33	8	-	-	PUNCT
fuelectenerg-12560	33	9	nearest	near	ADJ
fuelectenerg-12560	33	10	neighbours	neighbour	NOUN
fuelectenerg-12560	33	11	(	(	PUNCT
fuelectenerg-12560	33	12	knn	knn	PROPN
fuelectenerg-12560	33	13	)	)	PUNCT
fuelectenerg-12560	33	14	,	,	PUNCT
fuelectenerg-12560	33	15	gradient	gradient	NOUN
fuelectenerg-12560	33	16	boost	boost	NOUN
fuelectenerg-12560	33	17	machine	machine	NOUN
fuelectenerg-12560	33	18	(	(	PUNCT
fuelectenerg-12560	33	19	gbm	gbm	PROPN
fuelectenerg-12560	33	20	)	)	PUNCT
fuelectenerg-12560	33	21	,	,	PUNCT
fuelectenerg-12560	33	22	lightgbm	lightgbm	ADJ
fuelectenerg-12560	33	23	,	,	PUNCT
fuelectenerg-12560	33	24	xgboost	xgboost	ADV
fuelectenerg-12560	33	25	,	,	PUNCT
fuelectenerg-12560	33	26	catboost	catboost	ADJ
fuelectenerg-12560	33	27	,	,	PUNCT
fuelectenerg-12560	33	28	artificial	artificial	ADJ
fuelectenerg-12560	33	29	neural	neural	ADJ
fuelectenerg-12560	33	30	networks	network	NOUN
fuelectenerg-12560	33	31	(	(	PUNCT
fuelectenerg-12560	33	32	ann	ann	PROPN
fuelectenerg-12560	33	33	)	)	PUNCT
fuelectenerg-12560	33	34	,	,	PUNCT
fuelectenerg-12560	33	35	convolutional	convolutional	ADJ
fuelectenerg-12560	33	36	neural	neural	ADJ
fuelectenerg-12560	33	37	networks	network	NOUN
fuelectenerg-12560	33	38	(	(	PUNCT
fuelectenerg-12560	33	39	cnns	cnns	PROPN
fuelectenerg-12560	33	40	)	)	PUNCT
fuelectenerg-12560	33	41	,	,	PUNCT
fuelectenerg-12560	33	42	recurrent	recurrent	ADJ
fuelectenerg-12560	33	43	neural	neural	ADJ
fuelectenerg-12560	33	44	networks	network	NOUN
fuelectenerg-12560	33	45	(	(	PUNCT
fuelectenerg-12560	33	46	rnns	rnns	PROPN
fuelectenerg-12560	33	47	)	)	PUNCT
fuelectenerg-12560	33	48	,	,	PUNCT
fuelectenerg-12560	33	49	and	and	CCONJ
fuelectenerg-12560	33	50	short	short	ADJ
fuelectenerg-12560	33	51	-	-	PUNCT
fuelectenerg-12560	33	52	term	term	NOUN
fuelectenerg-12560	33	53	memory	memory	NOUN
fuelectenerg-12560	33	54	networks	network	NOUN
fuelectenerg-12560	33	55	in	in	ADP
fuelectenerg-12560	33	56	long	long	ADJ
fuelectenerg-12560	33	57	comparisons	comparison	NOUN
fuelectenerg-12560	33	58	(	(	PUNCT
fuelectenerg-12560	33	59	lstm	lstm	NOUN
fuelectenerg-12560	33	60	)	)	PUNCT
fuelectenerg-12560	33	61	models	model	NOUN
fuelectenerg-12560	33	62	were	be	AUX
fuelectenerg-12560	33	63	used	use	VERB
fuelectenerg-12560	33	64	.	.	PUNCT
fuelectenerg-12560	34	1	the	the	DET
fuelectenerg-12560	34	2	organisation	organisation	NOUN
fuelectenerg-12560	34	3	of	of	ADP
fuelectenerg-12560	34	4	the	the	DET
fuelectenerg-12560	34	5	rest	rest	NOUN
fuelectenerg-12560	34	6	of	of	ADP
fuelectenerg-12560	34	7	this	this	DET
fuelectenerg-12560	34	8	paper	paper	NOUN
fuelectenerg-12560	34	9	is	be	AUX
fuelectenerg-12560	34	10	as	as	SCONJ
fuelectenerg-12560	34	11	follows	follow	VERB
fuelectenerg-12560	34	12	:	:	PUNCT
fuelectenerg-12560	34	13	section	section	NOUN
fuelectenerg-12560	34	14	2	2	NUM
fuelectenerg-12560	34	15	contains	contain	VERB
fuelectenerg-12560	34	16	a	a	DET
fuelectenerg-12560	34	17	literature	literature	NOUN
fuelectenerg-12560	34	18	review	review	NOUN
fuelectenerg-12560	34	19	on	on	ADP
fuelectenerg-12560	34	20	forecasting	forecasting	NOUN
fuelectenerg-12560	34	21	methods	method	NOUN
fuelectenerg-12560	34	22	and	and	CCONJ
fuelectenerg-12560	34	23	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	34	24	.	.	PUNCT
fuelectenerg-12560	35	1	section	section	NOUN
fuelectenerg-12560	35	2	3	3	NUM
fuelectenerg-12560	35	3	presents	present	NOUN
fuelectenerg-12560	35	4	machine	machine	NOUN
fuelectenerg-12560	35	5	learning	learn	VERB
fuelectenerg-12560	35	6	forecasting	forecasting	NOUN
fuelectenerg-12560	35	7	methods	method	NOUN
fuelectenerg-12560	35	8	.	.	PUNCT
fuelectenerg-12560	36	1	the	the	DET
fuelectenerg-12560	36	2	results	result	NOUN
fuelectenerg-12560	36	3	of	of	ADP
fuelectenerg-12560	36	4	the	the	DET
fuelectenerg-12560	36	5	study	study	NOUN
fuelectenerg-12560	36	6	are	be	AUX
fuelectenerg-12560	36	7	presented	present	VERB
fuelectenerg-12560	36	8	in	in	ADP
fuelectenerg-12560	36	9	section	section	NOUN
fuelectenerg-12560	36	10	4	4	NUM
fuelectenerg-12560	36	11	.	.	PUNCT
fuelectenerg-12560	37	1	finally	finally	ADV
fuelectenerg-12560	37	2	,	,	PUNCT
fuelectenerg-12560	37	3	final	final	ADJ
fuelectenerg-12560	37	4	comments	comment	NOUN
fuelectenerg-12560	37	5	are	be	AUX
fuelectenerg-12560	37	6	given	give	VERB
fuelectenerg-12560	37	7	in	in	ADP
fuelectenerg-12560	37	8	section	section	NOUN
fuelectenerg-12560	37	9	5	5	NUM
fuelectenerg-12560	37	10	.	.	NOUN
fuelectenerg-12560	37	11	2	2	NUM
fuelectenerg-12560	37	12	.	.	X
fuelectenerg-12560	37	13	literature	literature	NOUN
fuelectenerg-12560	37	14	review	review	NOUN
fuelectenerg-12560	37	15	in	in	ADP
fuelectenerg-12560	37	16	the	the	DET
fuelectenerg-12560	37	17	digitalizing	digitalize	VERB
fuelectenerg-12560	37	18	world	world	NOUN
fuelectenerg-12560	37	19	,	,	PUNCT
fuelectenerg-12560	37	20	the	the	DET
fuelectenerg-12560	37	21	use	use	NOUN
fuelectenerg-12560	37	22	of	of	ADP
fuelectenerg-12560	37	23	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	37	24	for	for	ADP
fuelectenerg-12560	37	25	investment	investment	NOUN
fuelectenerg-12560	37	26	purposes	purpose	NOUN
fuelectenerg-12560	37	27	has	have	AUX
fuelectenerg-12560	37	28	become	become	VERB
fuelectenerg-12560	37	29	widespread	widespread	ADJ
fuelectenerg-12560	37	30	in	in	ADP
fuelectenerg-12560	37	31	recent	recent	ADJ
fuelectenerg-12560	37	32	years	year	NOUN
fuelectenerg-12560	37	33	.	.	PUNCT
fuelectenerg-12560	38	1	for	for	ADP
fuelectenerg-12560	38	2	this	this	DET
fuelectenerg-12560	38	3	reason	reason	NOUN
fuelectenerg-12560	38	4	,	,	PUNCT
fuelectenerg-12560	38	5	the	the	DET
fuelectenerg-12560	38	6	number	number	NOUN
fuelectenerg-12560	38	7	of	of	ADP
fuelectenerg-12560	38	8	studies	study	NOUN
fuelectenerg-12560	38	9	on	on	ADP
fuelectenerg-12560	38	10	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	38	11	in	in	ADP
fuelectenerg-12560	38	12	the	the	DET
fuelectenerg-12560	38	13	literature	literature	NOUN
fuelectenerg-12560	38	14	is	be	AUX
fuelectenerg-12560	38	15	increasing	increase	VERB
fuelectenerg-12560	38	16	day	day	NOUN
fuelectenerg-12560	38	17	by	by	ADP
fuelectenerg-12560	38	18	day	day	NOUN
fuelectenerg-12560	38	19	.	.	PUNCT
fuelectenerg-12560	39	1	there	there	PRON
fuelectenerg-12560	39	2	are	be	VERB
fuelectenerg-12560	39	3	many	many	ADJ
fuelectenerg-12560	39	4	studies	study	NOUN
fuelectenerg-12560	39	5	on	on	ADP
fuelectenerg-12560	39	6	bitcoin	bitcoin	ADJ
fuelectenerg-12560	39	7	and	and	CCONJ
fuelectenerg-12560	39	8	other	other	ADJ
fuelectenerg-12560	39	9	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	39	10	.	.	PUNCT
fuelectenerg-12560	40	1	bitcoin	bitcoin	PROPN
fuelectenerg-12560	40	2	,	,	PUNCT
fuelectenerg-12560	40	3	the	the	DET
fuelectenerg-12560	40	4	groundbreaking	groundbreake	VERB
fuelectenerg-12560	40	5	cryptocurrency	cryptocurrency	NOUN
fuelectenerg-12560	40	6	,	,	PUNCT
fuelectenerg-12560	40	7	has	have	AUX
fuelectenerg-12560	40	8	been	be	AUX
fuelectenerg-12560	40	9	extensively	extensively	ADV
fuelectenerg-12560	40	10	studied	study	VERB
fuelectenerg-12560	40	11	in	in	ADP
fuelectenerg-12560	40	12	terms	term	NOUN
fuelectenerg-12560	40	13	of	of	ADP
fuelectenerg-12560	40	14	its	its	PRON
fuelectenerg-12560	40	15	preference	preference	NOUN
fuelectenerg-12560	40	16	and	and	CCONJ
fuelectenerg-12560	40	17	function	function	NOUN
fuelectenerg-12560	40	18	in	in	ADP
fuelectenerg-12560	40	19	many	many	ADJ
fuelectenerg-12560	40	20	areas	area	NOUN
fuelectenerg-12560	40	21	[	[	X
fuelectenerg-12560	40	22	7	7	NUM
fuelectenerg-12560	40	23	]	]	PUNCT
fuelectenerg-12560	40	24	.	.	PUNCT
fuelectenerg-12560	41	1	analyzes	analyze	NOUN
fuelectenerg-12560	41	2	of	of	ADP
fuelectenerg-12560	41	3	bitcoin	bitcoin	NOUN
fuelectenerg-12560	41	4	often	often	ADV
fuelectenerg-12560	41	5	focus	focus	VERB
fuelectenerg-12560	41	6	on	on	ADP
fuelectenerg-12560	41	7	economic	economic	ADJ
fuelectenerg-12560	41	8	policy	policy	NOUN
fuelectenerg-12560	41	9	uncertainty	uncertainty	NOUN
fuelectenerg-12560	41	10	and	and	CCONJ
fuelectenerg-12560	41	11	volatility	volatility	NOUN
fuelectenerg-12560	41	12	behavior	behavior	NOUN
fuelectenerg-12560	41	13	,	,	PUNCT
fuelectenerg-12560	41	14	with	with	ADP
fuelectenerg-12560	41	15	insights	insight	NOUN
fuelectenerg-12560	41	16	into	into	ADP
fuelectenerg-12560	41	17	its	its	PRON
fuelectenerg-12560	41	18	potential	potential	NOUN
fuelectenerg-12560	41	19	as	as	ADP
fuelectenerg-12560	41	20	a	a	DET
fuelectenerg-12560	41	21	financial	financial	ADJ
fuelectenerg-12560	41	22	instrument	instrument	NOUN
fuelectenerg-12560	41	23	.	.	PUNCT
fuelectenerg-12560	42	1	furthermore	furthermore	ADV
fuelectenerg-12560	42	2	,	,	PUNCT
fuelectenerg-12560	42	3	the	the	DET
fuelectenerg-12560	42	4	application	application	NOUN
fuelectenerg-12560	42	5	of	of	ADP
fuelectenerg-12560	42	6	machine	machine	NOUN
fuelectenerg-12560	42	7	learning	learn	VERB
fuelectenerg-12560	42	8	for	for	ADP
fuelectenerg-12560	42	9	ransomware	ransomware	NOUN
fuelectenerg-12560	42	10	classification	classification	NOUN
fuelectenerg-12560	42	11	in	in	ADP
fuelectenerg-12560	42	12	bitcoin	bitcoin	NOUN
fuelectenerg-12560	42	13	transactions	transaction	NOUN
fuelectenerg-12560	42	14	has	have	AUX
fuelectenerg-12560	42	15	been	be	AUX
fuelectenerg-12560	42	16	evaluated	evaluate	VERB
fuelectenerg-12560	42	17	,	,	PUNCT
fuelectenerg-12560	42	18	highlighting	highlight	VERB
fuelectenerg-12560	42	19	the	the	DET
fuelectenerg-12560	42	20	importance	importance	NOUN
fuelectenerg-12560	42	21	of	of	ADP
fuelectenerg-12560	42	22	robust	robust	ADJ
fuelectenerg-12560	42	23	prediction	prediction	NOUN
fuelectenerg-12560	42	24	models	model	NOUN
fuelectenerg-12560	42	25	in	in	ADP
fuelectenerg-12560	42	26	the	the	DET
fuelectenerg-12560	42	27	context	context	NOUN
fuelectenerg-12560	42	28	of	of	ADP
fuelectenerg-12560	42	29	cryptocurrency	cryptocurrency	NOUN
fuelectenerg-12560	42	30	security	security	NOUN
fuelectenerg-12560	42	31	[	[	X
fuelectenerg-12560	42	32	8	8	NUM
fuelectenerg-12560	42	33	]	]	PUNCT
fuelectenerg-12560	42	34	.	.	PUNCT
fuelectenerg-12560	43	1	in	in	ADP
fuelectenerg-12560	43	2	general	general	ADJ
fuelectenerg-12560	43	3	,	,	PUNCT
fuelectenerg-12560	43	4	studies	study	NOUN
fuelectenerg-12560	43	5	have	have	AUX
fuelectenerg-12560	43	6	focused	focus	VERB
fuelectenerg-12560	43	7	on	on	ADP
fuelectenerg-12560	43	8	bitcoin	bitcoin	NOUN
fuelectenerg-12560	43	9	,	,	PUNCT
fuelectenerg-12560	43	10	but	but	CCONJ
fuelectenerg-12560	43	11	other	other	ADJ
fuelectenerg-12560	43	12	types	type	NOUN
fuelectenerg-12560	43	13	of	of	ADP
fuelectenerg-12560	43	14	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	43	15	have	have	AUX
fuelectenerg-12560	43	16	also	also	ADV
fuelectenerg-12560	43	17	been	be	AUX
fuelectenerg-12560	43	18	examined	examine	VERB
fuelectenerg-12560	43	19	.	.	PUNCT
fuelectenerg-12560	44	1	gray	gray	ADJ
fuelectenerg-12560	44	2	prediction	prediction	NOUN
fuelectenerg-12560	44	3	approach	approach	NOUN
fuelectenerg-12560	44	4	was	be	AUX
fuelectenerg-12560	44	5	used	use	VERB
fuelectenerg-12560	44	6	to	to	PART
fuelectenerg-12560	44	7	predict	predict	VERB
fuelectenerg-12560	44	8	the	the	DET
fuelectenerg-12560	44	9	closing	closing	NOUN
fuelectenerg-12560	44	10	price	price	NOUN
fuelectenerg-12560	44	11	of	of	ADP
fuelectenerg-12560	44	12	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	44	13	such	such	ADJ
fuelectenerg-12560	44	14	as	as	ADP
fuelectenerg-12560	44	15	bionic	bionic	ADJ
fuelectenerg-12560	44	16	,	,	PUNCT
fuelectenerg-12560	44	17	cardano	cardano	NOUN
fuelectenerg-12560	44	18	,	,	PUNCT
fuelectenerg-12560	44	19	dogecoin	dogecoin	PROPN
fuelectenerg-12560	44	20	,	,	PUNCT
fuelectenerg-12560	44	21	a	a	DET
fuelectenerg-12560	44	22	comprehensive	comprehensive	ADJ
fuelectenerg-12560	44	23	comparative	comparative	ADJ
fuelectenerg-12560	44	24	study	study	NOUN
fuelectenerg-12560	44	25	of	of	ADP
fuelectenerg-12560	44	26	machine	machine	NOUN
fuelectenerg-12560	44	27	learning	learning	NOUN
fuelectenerg-12560	44	28	models	model	NOUN
fuelectenerg-12560	44	29	for	for	ADP
fuelectenerg-12560	44	30	predicting	predict	VERB
fuelectenerg-12560	44	31	cryptocurrency	cryptocurrency	NOUN
fuelectenerg-12560	44	32	213	213	NUM
fuelectenerg-12560	44	33	ethereum	ethereum	NOUN
fuelectenerg-12560	44	34	,	,	PUNCT
fuelectenerg-12560	44	35	xrp	xrp	PROPN
fuelectenerg-12560	45	1	[	[	X
fuelectenerg-12560	45	2	9	9	NUM
fuelectenerg-12560	45	3	]	]	PUNCT
fuelectenerg-12560	45	4	.	.	PUNCT
fuelectenerg-12560	46	1	another	another	DET
fuelectenerg-12560	46	2	study	study	NOUN
fuelectenerg-12560	46	3	examines	examine	VERB
fuelectenerg-12560	46	4	price	price	NOUN
fuelectenerg-12560	46	5	distortion	distortion	NOUN
fuelectenerg-12560	46	6	and	and	CCONJ
fuelectenerg-12560	46	7	information	information	NOUN
fuelectenerg-12560	46	8	efficiency	efficiency	NOUN
fuelectenerg-12560	46	9	before	before	ADP
fuelectenerg-12560	46	10	and	and	CCONJ
fuelectenerg-12560	46	11	during	during	ADP
fuelectenerg-12560	46	12	the	the	DET
fuelectenerg-12560	46	13	covid-19	covid-19	PROPN
fuelectenerg-12560	46	14	outbreak	outbreak	NOUN
fuelectenerg-12560	46	15	using	use	VERB
fuelectenerg-12560	46	16	bitcoin	bitcoin	NOUN
fuelectenerg-12560	46	17	,	,	PUNCT
fuelectenerg-12560	46	18	bnb	bnb	NOUN
fuelectenerg-12560	46	19	,	,	PUNCT
fuelectenerg-12560	46	20	cardano	cardano	NOUN
fuelectenerg-12560	46	21	,	,	PUNCT
fuelectenerg-12560	46	22	ethereum	ethereum	NOUN
fuelectenerg-12560	46	23	and	and	CCONJ
fuelectenerg-12560	46	24	xrp	xrp	PROPN
fuelectenerg-12560	46	25	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	46	26	[	[	X
fuelectenerg-12560	46	27	10	10	NUM
fuelectenerg-12560	46	28	]	]	PUNCT
fuelectenerg-12560	46	29	.	.	PUNCT
fuelectenerg-12560	47	1	the	the	DET
fuelectenerg-12560	47	2	use	use	NOUN
fuelectenerg-12560	47	3	of	of	ADP
fuelectenerg-12560	47	4	the	the	DET
fuelectenerg-12560	47	5	cardano	cardano	NOUN
fuelectenerg-12560	47	6	formula	formula	NOUN
fuelectenerg-12560	47	7	in	in	ADP
fuelectenerg-12560	47	8	data	data	NOUN
fuelectenerg-12560	47	9	-	-	PUNCT
fuelectenerg-12560	47	10	driven	drive	VERB
fuelectenerg-12560	47	11	gradient	gradient	NOUN
fuelectenerg-12560	47	12	flows	flow	VERB
fuelectenerg-12560	47	13	highlights	highlight	VERB
fuelectenerg-12560	47	14	the	the	DET
fuelectenerg-12560	47	15	mathematical	mathematical	ADJ
fuelectenerg-12560	47	16	foundations	foundation	NOUN
fuelectenerg-12560	47	17	for	for	ADP
fuelectenerg-12560	47	18	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	47	19	beyond	beyond	ADP
fuelectenerg-12560	47	20	bitcoin	bitcoin	NOUN
fuelectenerg-12560	47	21	[	[	X
fuelectenerg-12560	47	22	11	11	NUM
fuelectenerg-12560	47	23	]	]	PUNCT
fuelectenerg-12560	47	24	.	.	PUNCT
fuelectenerg-12560	48	1	the	the	DET
fuelectenerg-12560	48	2	feasibility	feasibility	NOUN
fuelectenerg-12560	48	3	of	of	ADP
fuelectenerg-12560	48	4	including	include	VERB
fuelectenerg-12560	48	5	different	different	ADJ
fuelectenerg-12560	48	6	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	48	7	in	in	ADP
fuelectenerg-12560	48	8	investment	investment	NOUN
fuelectenerg-12560	48	9	portfolios	portfolio	NOUN
fuelectenerg-12560	48	10	for	for	ADP
fuelectenerg-12560	48	11	diversification	diversification	NOUN
fuelectenerg-12560	48	12	was	be	AUX
fuelectenerg-12560	48	13	assessed	assess	VERB
fuelectenerg-12560	48	14	and	and	CCONJ
fuelectenerg-12560	48	15	the	the	DET
fuelectenerg-12560	48	16	potential	potential	ADJ
fuelectenerg-12560	48	17	benefits	benefit	NOUN
fuelectenerg-12560	48	18	of	of	ADP
fuelectenerg-12560	48	19	diversification	diversification	NOUN
fuelectenerg-12560	48	20	were	be	AUX
fuelectenerg-12560	48	21	highlighted	highlight	VERB
fuelectenerg-12560	48	22	,	,	PUNCT
fuelectenerg-12560	48	23	especially	especially	ADV
fuelectenerg-12560	48	24	in	in	ADP
fuelectenerg-12560	48	25	the	the	DET
fuelectenerg-12560	48	26	case	case	NOUN
fuelectenerg-12560	48	27	of	of	ADP
fuelectenerg-12560	48	28	terra	terra	NOUN
fuelectenerg-12560	48	29	[	[	X
fuelectenerg-12560	48	30	12	12	NUM
fuelectenerg-12560	48	31	]	]	PUNCT
fuelectenerg-12560	48	32	.	.	PUNCT
fuelectenerg-12560	49	1	in	in	ADP
fuelectenerg-12560	49	2	the	the	DET
fuelectenerg-12560	49	3	field	field	NOUN
fuelectenerg-12560	49	4	of	of	ADP
fuelectenerg-12560	49	5	sentiment	sentiment	NOUN
fuelectenerg-12560	49	6	analysis	analysis	NOUN
fuelectenerg-12560	49	7	,	,	PUNCT
fuelectenerg-12560	49	8	comparative	comparative	ADJ
fuelectenerg-12560	49	9	analyses	analysis	NOUN
fuelectenerg-12560	49	10	using	use	VERB
fuelectenerg-12560	49	11	the	the	DET
fuelectenerg-12560	49	12	support	support	NOUN
fuelectenerg-12560	49	13	vector	vector	NOUN
fuelectenerg-12560	49	14	machine	machine	NOUN
fuelectenerg-12560	49	15	and	and	CCONJ
fuelectenerg-12560	49	16	naive	naive	ADJ
fuelectenerg-12560	49	17	bayes	bayes	NOUN
fuelectenerg-12560	49	18	algorithm	algorithm	NOUN
fuelectenerg-12560	49	19	have	have	AUX
fuelectenerg-12560	49	20	been	be	AUX
fuelectenerg-12560	49	21	performed	perform	VERB
fuelectenerg-12560	49	22	on	on	ADP
fuelectenerg-12560	49	23	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	49	24	,	,	PUNCT
fuelectenerg-12560	49	25	shedding	shed	VERB
fuelectenerg-12560	49	26	light	light	NOUN
fuelectenerg-12560	49	27	on	on	ADP
fuelectenerg-12560	49	28	the	the	DET
fuelectenerg-12560	49	29	potential	potential	ADJ
fuelectenerg-12560	49	30	applications	application	NOUN
fuelectenerg-12560	49	31	of	of	ADP
fuelectenerg-12560	49	32	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	49	33	as	as	ADP
fuelectenerg-12560	49	34	digital	digital	ADJ
fuelectenerg-12560	49	35	goods	good	NOUN
fuelectenerg-12560	49	36	for	for	ADP
fuelectenerg-12560	49	37	trading	trading	NOUN
fuelectenerg-12560	49	38	and	and	CCONJ
fuelectenerg-12560	49	39	investment	investment	NOUN
fuelectenerg-12560	49	40	assets	asset	NOUN
fuelectenerg-12560	49	41	.	.	PUNCT
fuelectenerg-12560	50	1	in	in	ADP
fuelectenerg-12560	50	2	addition	addition	NOUN
fuelectenerg-12560	50	3	,	,	PUNCT
fuelectenerg-12560	50	4	cryptocurrency	cryptocurrency	NOUN
fuelectenerg-12560	50	5	price	price	NOUN
fuelectenerg-12560	50	6	prediction	prediction	NOUN
fuelectenerg-12560	50	7	based	base	VERB
fuelectenerg-12560	50	8	on	on	ADP
fuelectenerg-12560	50	9	arima	arima	PROPN
fuelectenerg-12560	50	10	,	,	PUNCT
fuelectenerg-12560	50	11	random	random	ADJ
fuelectenerg-12560	50	12	forest	forest	NOUN
fuelectenerg-12560	50	13	,	,	PUNCT
fuelectenerg-12560	50	14	and	and	CCONJ
fuelectenerg-12560	50	15	lstm	lstm	NOUN
fuelectenerg-12560	50	16	algorithms	algorithm	NOUN
fuelectenerg-12560	50	17	has	have	AUX
fuelectenerg-12560	50	18	been	be	AUX
fuelectenerg-12560	50	19	investigated	investigate	VERB
fuelectenerg-12560	50	20	;	;	PUNCT
fuelectenerg-12560	50	21	lstm	lstm	NOUN
fuelectenerg-12560	50	22	shows	show	VERB
fuelectenerg-12560	50	23	superior	superior	ADJ
fuelectenerg-12560	50	24	prediction	prediction	NOUN
fuelectenerg-12560	50	25	accuracy	accuracy	NOUN
fuelectenerg-12560	50	26	compared	compare	VERB
fuelectenerg-12560	50	27	to	to	ADP
fuelectenerg-12560	50	28	random	random	ADJ
fuelectenerg-12560	50	29	forest	forest	NOUN
fuelectenerg-12560	50	30	and	and	CCONJ
fuelectenerg-12560	50	31	arima	arima	NOUN
fuelectenerg-12560	50	32	models	model	NOUN
fuelectenerg-12560	50	33	[	[	X
fuelectenerg-12560	50	34	13	13	NUM
fuelectenerg-12560	50	35	]	]	PUNCT
fuelectenerg-12560	50	36	.	.	PUNCT
fuelectenerg-12560	51	1	we	we	PRON
fuelectenerg-12560	51	2	enhance	enhance	VERB
fuelectenerg-12560	51	3	the	the	DET
fuelectenerg-12560	51	4	existing	exist	VERB
fuelectenerg-12560	51	5	body	body	NOUN
fuelectenerg-12560	51	6	of	of	ADP
fuelectenerg-12560	51	7	research	research	NOUN
fuelectenerg-12560	51	8	by	by	ADP
fuelectenerg-12560	51	9	doing	do	VERB
fuelectenerg-12560	51	10	a	a	DET
fuelectenerg-12560	51	11	thorough	thorough	ADJ
fuelectenerg-12560	51	12	examination	examination	NOUN
fuelectenerg-12560	51	13	of	of	ADP
fuelectenerg-12560	51	14	several	several	ADJ
fuelectenerg-12560	51	15	machine	machine	NOUN
fuelectenerg-12560	51	16	learning	learning	NOUN
fuelectenerg-12560	51	17	models	model	NOUN
fuelectenerg-12560	51	18	applied	apply	VERB
fuelectenerg-12560	51	19	to	to	ADP
fuelectenerg-12560	51	20	a	a	DET
fuelectenerg-12560	51	21	diverse	diverse	ADJ
fuelectenerg-12560	51	22	set	set	NOUN
fuelectenerg-12560	51	23	of	of	ADP
fuelectenerg-12560	51	24	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	51	25	.	.	PUNCT
fuelectenerg-12560	52	1	in	in	ADP
fuelectenerg-12560	52	2	contrast	contrast	NOUN
fuelectenerg-12560	52	3	to	to	ADP
fuelectenerg-12560	52	4	typical	typical	ADJ
fuelectenerg-12560	52	5	research	research	NOUN
fuelectenerg-12560	52	6	that	that	PRON
fuelectenerg-12560	52	7	concentrate	concentrate	VERB
fuelectenerg-12560	52	8	on	on	ADP
fuelectenerg-12560	52	9	a	a	DET
fuelectenerg-12560	52	10	solitary	solitary	ADJ
fuelectenerg-12560	52	11	digital	digital	ADJ
fuelectenerg-12560	52	12	currency	currency	NOUN
fuelectenerg-12560	52	13	or	or	CCONJ
fuelectenerg-12560	52	14	a	a	DET
fuelectenerg-12560	52	15	restricted	restricted	ADJ
fuelectenerg-12560	52	16	range	range	NOUN
fuelectenerg-12560	52	17	of	of	ADP
fuelectenerg-12560	52	18	models	model	NOUN
fuelectenerg-12560	52	19	,	,	PUNCT
fuelectenerg-12560	52	20	we	we	PRON
fuelectenerg-12560	52	21	conduct	conduct	VERB
fuelectenerg-12560	52	22	a	a	DET
fuelectenerg-12560	52	23	comparative	comparative	ADJ
fuelectenerg-12560	52	24	analysis	analysis	NOUN
fuelectenerg-12560	52	25	of	of	ADP
fuelectenerg-12560	52	26	the	the	DET
fuelectenerg-12560	52	27	effectiveness	effectiveness	NOUN
fuelectenerg-12560	52	28	of	of	ADP
fuelectenerg-12560	52	29	several	several	ADJ
fuelectenerg-12560	52	30	models	model	NOUN
fuelectenerg-12560	52	31	such	such	ADJ
fuelectenerg-12560	52	32	as	as	ADP
fuelectenerg-12560	52	33	decision	decision	NOUN
fuelectenerg-12560	52	34	trees	tree	NOUN
fuelectenerg-12560	52	35	,	,	PUNCT
fuelectenerg-12560	52	36	random	random	ADJ
fuelectenerg-12560	52	37	forests	forest	NOUN
fuelectenerg-12560	52	38	,	,	PUNCT
fuelectenerg-12560	52	39	knn	knn	PROPN
fuelectenerg-12560	52	40	,	,	PUNCT
fuelectenerg-12560	52	41	gbm	gbm	PROPN
fuelectenerg-12560	52	42	,	,	PUNCT
fuelectenerg-12560	52	43	lightgbm	lightgbm	ADJ
fuelectenerg-12560	52	44	,	,	PUNCT
fuelectenerg-12560	52	45	xgboost	xgboost	ADV
fuelectenerg-12560	52	46	,	,	PUNCT
fuelectenerg-12560	52	47	catboost	catboost	PROPN
fuelectenerg-12560	52	48	,	,	PUNCT
fuelectenerg-12560	52	49	ann	ann	PROPN
fuelectenerg-12560	52	50	,	,	PUNCT
fuelectenerg-12560	52	51	cnns	cnns	PROPN
fuelectenerg-12560	52	52	,	,	PUNCT
fuelectenerg-12560	52	53	rnns	rnn	NOUN
fuelectenerg-12560	52	54	,	,	PUNCT
fuelectenerg-12560	52	55	and	and	CCONJ
fuelectenerg-12560	52	56	lstms	lstms	ADJ
fuelectenerg-12560	52	57	across	across	ADP
fuelectenerg-12560	52	58	twelve	twelve	NUM
fuelectenerg-12560	52	59	different	different	ADJ
fuelectenerg-12560	52	60	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	52	61	.	.	PUNCT
fuelectenerg-12560	53	1	this	this	PRON
fuelectenerg-12560	53	2	provides	provide	VERB
fuelectenerg-12560	53	3	a	a	DET
fuelectenerg-12560	53	4	more	more	ADV
fuelectenerg-12560	53	5	holistic	holistic	ADJ
fuelectenerg-12560	53	6	understanding	understanding	NOUN
fuelectenerg-12560	53	7	of	of	ADP
fuelectenerg-12560	53	8	the	the	DET
fuelectenerg-12560	53	9	applicability	applicability	NOUN
fuelectenerg-12560	53	10	and	and	CCONJ
fuelectenerg-12560	53	11	robustness	robustness	NOUN
fuelectenerg-12560	53	12	of	of	ADP
fuelectenerg-12560	53	13	these	these	DET
fuelectenerg-12560	53	14	models	model	NOUN
fuelectenerg-12560	53	15	in	in	ADP
fuelectenerg-12560	53	16	cryptocurrency	cryptocurrency	NOUN
fuelectenerg-12560	53	17	prediction	prediction	NOUN
fuelectenerg-12560	53	18	,	,	PUNCT
fuelectenerg-12560	53	19	addressing	address	VERB
fuelectenerg-12560	53	20	a	a	DET
fuelectenerg-12560	53	21	significant	significant	ADJ
fuelectenerg-12560	53	22	gap	gap	NOUN
fuelectenerg-12560	53	23	in	in	ADP
fuelectenerg-12560	53	24	the	the	DET
fuelectenerg-12560	53	25	literature	literature	NOUN
fuelectenerg-12560	53	26	.	.	PUNCT
fuelectenerg-12560	54	1	3	3	X
fuelectenerg-12560	54	2	.	.	X
fuelectenerg-12560	54	3	methodology	methodology	NOUN
fuelectenerg-12560	54	4	in	in	ADP
fuelectenerg-12560	54	5	this	this	DET
fuelectenerg-12560	54	6	study	study	NOUN
fuelectenerg-12560	54	7	,	,	PUNCT
fuelectenerg-12560	54	8	decision	decision	NOUN
fuelectenerg-12560	54	9	trees	tree	NOUN
fuelectenerg-12560	54	10	,	,	PUNCT
fuelectenerg-12560	54	11	random	random	ADJ
fuelectenerg-12560	54	12	forests	forest	NOUN
fuelectenerg-12560	54	13	,	,	PUNCT
fuelectenerg-12560	54	14	knn	knn	PROPN
fuelectenerg-12560	54	15	,	,	PUNCT
fuelectenerg-12560	54	16	ann	ann	PROPN
fuelectenerg-12560	54	17	,	,	PUNCT
fuelectenerg-12560	54	18	cnns	cnns	PROPN
fuelectenerg-12560	54	19	,	,	PUNCT
fuelectenerg-12560	54	20	rnn	rnn	NOUN
fuelectenerg-12560	54	21	,	,	PUNCT
fuelectenerg-12560	54	22	lstms	lstms	ADJ
fuelectenerg-12560	54	23	,	,	PUNCT
fuelectenerg-12560	54	24	gbm	gbm	NOUN
fuelectenerg-12560	54	25	,	,	PUNCT
fuelectenerg-12560	54	26	lightgbm	lightgbm	ADJ
fuelectenerg-12560	54	27	,	,	PUNCT
fuelectenerg-12560	54	28	xgboost	xgboost	ADV
fuelectenerg-12560	54	29	and	and	CCONJ
fuelectenerg-12560	54	30	catboost	catboost	NOUN
fuelectenerg-12560	54	31	models	model	NOUN
fuelectenerg-12560	54	32	are	be	AUX
fuelectenerg-12560	54	33	used	use	VERB
fuelectenerg-12560	54	34	in	in	ADP
fuelectenerg-12560	54	35	the	the	DET
fuelectenerg-12560	54	36	comparisons	comparison	NOUN
fuelectenerg-12560	54	37	.	.	PUNCT
fuelectenerg-12560	55	1	table	table	NOUN
fuelectenerg-12560	55	2	1	1	NUM
fuelectenerg-12560	55	3	provides	provide	VERB
fuelectenerg-12560	55	4	a	a	DET
fuelectenerg-12560	55	5	comprehensive	comprehensive	ADJ
fuelectenerg-12560	55	6	list	list	NOUN
fuelectenerg-12560	55	7	of	of	ADP
fuelectenerg-12560	55	8	the	the	DET
fuelectenerg-12560	55	9	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	55	10	and	and	CCONJ
fuelectenerg-12560	55	11	prediction	prediction	NOUN
fuelectenerg-12560	55	12	models	model	NOUN
fuelectenerg-12560	55	13	that	that	PRON
fuelectenerg-12560	55	14	were	be	AUX
fuelectenerg-12560	55	15	used	use	VERB
fuelectenerg-12560	55	16	in	in	ADP
fuelectenerg-12560	55	17	the	the	DET
fuelectenerg-12560	55	18	research	research	NOUN
fuelectenerg-12560	55	19	.	.	PUNCT
fuelectenerg-12560	56	1	table	table	NOUN
fuelectenerg-12560	56	2	1	1	NUM
fuelectenerg-12560	56	3	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	56	4	and	and	CCONJ
fuelectenerg-12560	56	5	prediction	prediction	NOUN
fuelectenerg-12560	56	6	models	model	NOUN
fuelectenerg-12560	56	7	used	use	VERB
fuelectenerg-12560	56	8	in	in	ADP
fuelectenerg-12560	56	9	this	this	DET
fuelectenerg-12560	56	10	paper	paper	NOUN
fuelectenerg-12560	56	11	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	56	12	models	model	NOUN
fuelectenerg-12560	56	13	aave	aave	VERB
fuelectenerg-12560	56	14	decision	decision	NOUN
fuelectenerg-12560	56	15	trees	tree	NOUN
fuelectenerg-12560	56	16	binancecoin	binancecoin	VERB
fuelectenerg-12560	56	17	random	random	ADJ
fuelectenerg-12560	56	18	forests	forest	NOUN
fuelectenerg-12560	56	19	bitcoin	bitcoin	VERB
fuelectenerg-12560	56	20	gradient	gradient	NOUN
fuelectenerg-12560	56	21	boosting	boost	VERB
fuelectenerg-12560	56	22	machines	machine	NOUN
fuelectenerg-12560	56	23	(	(	PUNCT
fuelectenerg-12560	56	24	gbm	gbm	PROPN
fuelectenerg-12560	56	25	)	)	PUNCT
fuelectenerg-12560	56	26	cardano	cardano	PROPN
fuelectenerg-12560	56	27	xgboost	xgboost	PUNCT
fuelectenerg-12560	57	1	cosmos	cosmos	PROPN
fuelectenerg-12560	57	2	lightgbm	lightgbm	VERB
fuelectenerg-12560	57	3	dogecoin	dogecoin	NOUN
fuelectenerg-12560	57	4	catboost	catboost	PROPN
fuelectenerg-12560	57	5	ethereum	ethereum	NOUN
fuelectenerg-12560	57	6	k	k	ADP
fuelectenerg-12560	57	7	-	-	PUNCT
fuelectenerg-12560	57	8	nearest	near	ADJ
fuelectenerg-12560	57	9	neighbors	neighbor	NOUN
fuelectenerg-12560	57	10	(	(	PUNCT
fuelectenerg-12560	57	11	knn	knn	PROPN
fuelectenerg-12560	57	12	)	)	PUNCT
fuelectenerg-12560	57	13	solana	solana	PROPN
fuelectenerg-12560	57	14	neural	neural	PROPN
fuelectenerg-12560	57	15	networks	network	NOUN
fuelectenerg-12560	57	16	tether	tether	PROPN
fuelectenerg-12560	57	17	convolutional	convolutional	ADJ
fuelectenerg-12560	57	18	neural	neural	ADJ
fuelectenerg-12560	57	19	networks	network	NOUN
fuelectenerg-12560	57	20	(	(	PUNCT
fuelectenerg-12560	57	21	cnns	cnns	PROPN
fuelectenerg-12560	57	22	)	)	PUNCT
fuelectenerg-12560	57	23	tron	tron	PROPN
fuelectenerg-12560	57	24	recurrent	recurrent	ADJ
fuelectenerg-12560	57	25	neural	neural	ADJ
fuelectenerg-12560	57	26	networks	network	NOUN
fuelectenerg-12560	57	27	(	(	PUNCT
fuelectenerg-12560	57	28	rnns	rnns	PROPN
fuelectenerg-12560	57	29	)	)	PUNCT
fuelectenerg-12560	57	30	usdcoin	usdcoin	ADJ
fuelectenerg-12560	57	31	long	long	ADJ
fuelectenerg-12560	57	32	short	short	ADJ
fuelectenerg-12560	57	33	-	-	PUNCT
fuelectenerg-12560	57	34	term	term	NOUN
fuelectenerg-12560	57	35	memory	memory	NOUN
fuelectenerg-12560	57	36	networks	network	NOUN
fuelectenerg-12560	57	37	(	(	PUNCT
fuelectenerg-12560	57	38	lstms	lstms	ADJ
fuelectenerg-12560	57	39	)	)	PUNCT
fuelectenerg-12560	57	40	xrp	xrp	PROPN
fuelectenerg-12560	58	1	the	the	DET
fuelectenerg-12560	58	2	dataset	dataset	NOUN
fuelectenerg-12560	58	3	contains	contain	VERB
fuelectenerg-12560	58	4	date	date	NOUN
fuelectenerg-12560	58	5	,	,	PUNCT
fuelectenerg-12560	58	6	open	open	ADJ
fuelectenerg-12560	58	7	,	,	PUNCT
fuelectenerg-12560	58	8	high	high	ADJ
fuelectenerg-12560	58	9	,	,	PUNCT
fuelectenerg-12560	58	10	low	low	ADJ
fuelectenerg-12560	58	11	,	,	PUNCT
fuelectenerg-12560	58	12	close	close	ADJ
fuelectenerg-12560	58	13	,	,	PUNCT
fuelectenerg-12560	58	14	volume	volume	NOUN
fuelectenerg-12560	58	15	and	and	CCONJ
fuelectenerg-12560	58	16	market	market	NOUN
fuelectenerg-12560	58	17	cap	cap	NOUN
fuelectenerg-12560	58	18	information	information	NOUN
fuelectenerg-12560	58	19	for	for	ADP
fuelectenerg-12560	58	20	aave	aave	PROPN
fuelectenerg-12560	58	21	,	,	PUNCT
fuelectenerg-12560	58	22	binancecoin	binancecoin	NOUN
fuelectenerg-12560	58	23	,	,	PUNCT
fuelectenerg-12560	58	24	bitcoin	bitcoin	X
fuelectenerg-12560	58	25	,	,	PUNCT
fuelectenerg-12560	58	26	cardano	cardano	NOUN
fuelectenerg-12560	58	27	,	,	PUNCT
fuelectenerg-12560	58	28	cosmos	cosmos	PROPN
fuelectenerg-12560	58	29	,	,	PUNCT
fuelectenerg-12560	58	30	dogecoin	dogecoin	NOUN
fuelectenerg-12560	58	31	,	,	PUNCT
fuelectenerg-12560	58	32	ethereum	ethereum	NOUN
fuelectenerg-12560	58	33	,	,	PUNCT
fuelectenerg-12560	58	34	solana	solana	PROPN
fuelectenerg-12560	58	35	,	,	PUNCT
fuelectenerg-12560	58	36	tether	tether	NOUN
fuelectenerg-12560	58	37	,	,	PUNCT
fuelectenerg-12560	58	38	tron	tron	PROPN
fuelectenerg-12560	58	39	,	,	PUNCT
fuelectenerg-12560	58	40	214	214	NUM
fuelectenerg-12560	58	41	y.	y.	PROPN
fuelectenerg-12560	58	42	a.	a.	PROPN
fuelectenerg-12560	58	43	ünvan	ünvan	PROPN
fuelectenerg-12560	58	44	,	,	PUNCT
fuelectenerg-12560	58	45	c.	c.	PROPN
fuelectenerg-12560	58	46	ergenç	ergenç	PROPN
fuelectenerg-12560	58	47	usdcoin	usdcoin	PROPN
fuelectenerg-12560	58	48	and	and	CCONJ
fuelectenerg-12560	58	49	xrp	xrp	PROPN
fuelectenerg-12560	58	50	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	58	51	.	.	PUNCT
fuelectenerg-12560	59	1	table	table	NOUN
fuelectenerg-12560	59	2	2	2	NUM
fuelectenerg-12560	59	3	provides	provide	VERB
fuelectenerg-12560	59	4	explanations	explanation	NOUN
fuelectenerg-12560	59	5	of	of	ADP
fuelectenerg-12560	59	6	the	the	DET
fuelectenerg-12560	59	7	values	value	NOUN
fuelectenerg-12560	59	8	in	in	ADP
fuelectenerg-12560	59	9	the	the	DET
fuelectenerg-12560	59	10	data	datum	NOUN
fuelectenerg-12560	59	11	set	set	VERB
fuelectenerg-12560	59	12	.	.	PUNCT
fuelectenerg-12560	60	1	the	the	DET
fuelectenerg-12560	60	2	date	date	NOUN
fuelectenerg-12560	60	3	range	range	NOUN
fuelectenerg-12560	60	4	of	of	ADP
fuelectenerg-12560	60	5	each	each	DET
fuelectenerg-12560	60	6	cryptocurrency	cryptocurrency	NOUN
fuelectenerg-12560	60	7	is	be	AUX
fuelectenerg-12560	60	8	given	give	VERB
fuelectenerg-12560	60	9	in	in	ADP
fuelectenerg-12560	60	10	table	table	NOUN
fuelectenerg-12560	60	11	3	3	NUM
fuelectenerg-12560	60	12	.	.	PUNCT
fuelectenerg-12560	60	13	table	table	NOUN
fuelectenerg-12560	60	14	2	2	NUM
fuelectenerg-12560	60	15	characteristics	characteristic	NOUN
fuelectenerg-12560	60	16	of	of	ADP
fuelectenerg-12560	60	17	the	the	DET
fuelectenerg-12560	60	18	dataset	dataset	ADJ
fuelectenerg-12560	60	19	variable	variable	ADJ
fuelectenerg-12560	60	20	description	description	NOUN
fuelectenerg-12560	60	21	date	date	NOUN
fuelectenerg-12560	60	22	date	date	NOUN
fuelectenerg-12560	60	23	of	of	ADP
fuelectenerg-12560	60	24	observation	observation	NOUN
fuelectenerg-12560	60	25	open	open	ADJ
fuelectenerg-12560	60	26	opening	opening	NOUN
fuelectenerg-12560	60	27	price	price	NOUN
fuelectenerg-12560	60	28	on	on	ADP
fuelectenerg-12560	60	29	the	the	DET
fuelectenerg-12560	60	30	given	give	VERB
fuelectenerg-12560	60	31	day	day	NOUN
fuelectenerg-12560	60	32	high	high	ADJ
fuelectenerg-12560	60	33	highest	high	ADJ
fuelectenerg-12560	60	34	price	price	NOUN
fuelectenerg-12560	60	35	on	on	ADP
fuelectenerg-12560	60	36	the	the	DET
fuelectenerg-12560	60	37	given	give	VERB
fuelectenerg-12560	60	38	day	day	NOUN
fuelectenerg-12560	60	39	low	low	ADJ
fuelectenerg-12560	60	40	lowest	low	ADJ
fuelectenerg-12560	60	41	price	price	NOUN
fuelectenerg-12560	60	42	on	on	ADP
fuelectenerg-12560	60	43	the	the	DET
fuelectenerg-12560	60	44	given	give	VERB
fuelectenerg-12560	60	45	day	day	NOUN
fuelectenerg-12560	60	46	close	close	ADJ
fuelectenerg-12560	60	47	closing	closing	NOUN
fuelectenerg-12560	60	48	price	price	NOUN
fuelectenerg-12560	60	49	on	on	ADP
fuelectenerg-12560	60	50	the	the	DET
fuelectenerg-12560	60	51	given	give	VERB
fuelectenerg-12560	60	52	day	day	NOUN
fuelectenerg-12560	60	53	volume	volume	NOUN
fuelectenerg-12560	60	54	volume	volume	NOUN
fuelectenerg-12560	60	55	of	of	ADP
fuelectenerg-12560	60	56	transactions	transaction	NOUN
fuelectenerg-12560	60	57	on	on	ADP
fuelectenerg-12560	60	58	the	the	DET
fuelectenerg-12560	60	59	given	give	VERB
fuelectenerg-12560	60	60	day	day	NOUN
fuelectenerg-12560	60	61	market	market	NOUN
fuelectenerg-12560	60	62	cap	cap	NOUN
fuelectenerg-12560	60	63	market	market	NOUN
fuelectenerg-12560	60	64	capitalization	capitalization	NOUN
fuelectenerg-12560	60	65	in	in	ADP
fuelectenerg-12560	60	66	usd	usd	NOUN
fuelectenerg-12560	60	67	table	table	NOUN
fuelectenerg-12560	60	68	3	3	NUM
fuelectenerg-12560	60	69	the	the	DET
fuelectenerg-12560	60	70	range	range	NOUN
fuelectenerg-12560	60	71	of	of	ADP
fuelectenerg-12560	60	72	dataset	dataset	ADJ
fuelectenerg-12560	60	73	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	60	74	dataset	dataset	VERB
fuelectenerg-12560	60	75	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	60	76	dataset	dataset	VERB
fuelectenerg-12560	60	77	aave	aave	PROPN
fuelectenerg-12560	60	78	05.10.2020	05.10.2020	PROPN
fuelectenerg-12560	60	79	06.07.2021	06.07.2021	NUM
fuelectenerg-12560	60	80	ethereum	ethereum	PROPN
fuelectenerg-12560	60	81	08.08.2015	08.08.2015	X
fuelectenerg-12560	60	82	06.07.2021	06.07.2021	NUM
fuelectenerg-12560	61	1	binancecoin	binancecoin	VERB
fuelectenerg-12560	61	2	26.07.2017	26.07.2017	NUM
fuelectenerg-12560	61	3	06.07.2021	06.07.2021	PROPN
fuelectenerg-12560	61	4	solana	solana	PROPN
fuelectenerg-12560	61	5	11.04.2020	11.04.2020	PROPN
fuelectenerg-12560	61	6	06.07.2021	06.07.2021	NUM
fuelectenerg-12560	61	7	bitcoin	bitcoin	VERB
fuelectenerg-12560	61	8	29.04.2013	29.04.2013	PROPN
fuelectenerg-12560	61	9	06.07.2021	06.07.2021	NUM
fuelectenerg-12560	61	10	tether	tether	NOUN
fuelectenerg-12560	61	11	26.02.2015	26.02.2015	PROPN
fuelectenerg-12560	61	12	06.07.2021	06.07.2021	NUM
fuelectenerg-12560	62	1	cardano	cardano	PROPN
fuelectenerg-12560	62	2	02.10.2017	02.10.2017	PROPN
fuelectenerg-12560	62	3	06.07.2021	06.07.2021	PROPN
fuelectenerg-12560	62	4	tron	tron	PROPN
fuelectenerg-12560	62	5	14.09.2017	14.09.2017	NUM
fuelectenerg-12560	62	6	06.07.2021	06.07.2021	NUM
fuelectenerg-12560	62	7	cosmos	cosmos	PROPN
fuelectenerg-12560	62	8	15.03.2019	15.03.2019	NUM
fuelectenerg-12560	62	9	06.07.2021	06.07.2021	NUM
fuelectenerg-12560	62	10	usdcoin	usdcoin	PROPN
fuelectenerg-12560	62	11	09.10.2018	09.10.2018	NOUN
fuelectenerg-12560	62	12	06.07.2021	06.07.2021	NUM
fuelectenerg-12560	62	13	dogecoin	dogecoin	PROPN
fuelectenerg-12560	62	14	16.12.2013	16.12.2013	NUM
fuelectenerg-12560	62	15	06.07.2021	06.07.2021	NUM
fuelectenerg-12560	63	1	xrp	xrp	PROPN
fuelectenerg-12560	63	2	05.08.2013	05.08.2013	PROPN
fuelectenerg-12560	63	3	06.07.2021	06.07.2021	NUM
fuelectenerg-12560	63	4	3.1	3.1	NUM
fuelectenerg-12560	63	5	.	.	PUNCT
fuelectenerg-12560	64	1	decision	decision	NOUN
fuelectenerg-12560	64	2	trees	tree	NOUN
fuelectenerg-12560	64	3	model	model	VERB
fuelectenerg-12560	64	4	the	the	DET
fuelectenerg-12560	64	5	theoretical	theoretical	ADJ
fuelectenerg-12560	64	6	background	background	NOUN
fuelectenerg-12560	64	7	of	of	ADP
fuelectenerg-12560	64	8	decision	decision	NOUN
fuelectenerg-12560	64	9	trees	tree	NOUN
fuelectenerg-12560	64	10	models	model	NOUN
fuelectenerg-12560	64	11	includes	include	VERB
fuelectenerg-12560	64	12	internal	internal	ADJ
fuelectenerg-12560	64	13	nodes	node	NOUN
fuelectenerg-12560	64	14	that	that	PRON
fuelectenerg-12560	64	15	represent	represent	VERB
fuelectenerg-12560	64	16	attribute	attribute	NOUN
fuelectenerg-12560	64	17	tests	test	NOUN
fuelectenerg-12560	64	18	[	[	X
fuelectenerg-12560	64	19	14	14	NUM
fuelectenerg-12560	64	20	]	]	PUNCT
fuelectenerg-12560	64	21	.	.	PUNCT
fuelectenerg-12560	65	1	the	the	DET
fuelectenerg-12560	65	2	tree	tree	NOUN
fuelectenerg-12560	65	3	structure	structure	NOUN
fuelectenerg-12560	65	4	includes	include	VERB
fuelectenerg-12560	65	5	branches	branch	NOUN
fuelectenerg-12560	65	6	that	that	PRON
fuelectenerg-12560	65	7	reflect	reflect	VERB
fuelectenerg-12560	65	8	test	test	NOUN
fuelectenerg-12560	65	9	results	result	NOUN
fuelectenerg-12560	65	10	and	and	CCONJ
fuelectenerg-12560	65	11	leaf	leaf	NOUN
fuelectenerg-12560	65	12	nodes	node	NOUN
fuelectenerg-12560	65	13	that	that	PRON
fuelectenerg-12560	65	14	represent	represent	VERB
fuelectenerg-12560	65	15	class	class	NOUN
fuelectenerg-12560	65	16	labels	label	NOUN
fuelectenerg-12560	65	17	[	[	X
fuelectenerg-12560	65	18	15	15	NUM
fuelectenerg-12560	65	19	]	]	PUNCT
fuelectenerg-12560	65	20	.	.	PUNCT
fuelectenerg-12560	66	1	decision	decision	NOUN
fuelectenerg-12560	66	2	trees	tree	NOUN
fuelectenerg-12560	66	3	are	be	AUX
fuelectenerg-12560	66	4	widely	widely	ADV
fuelectenerg-12560	66	5	used	use	VERB
fuelectenerg-12560	66	6	due	due	ADP
fuelectenerg-12560	66	7	to	to	ADP
fuelectenerg-12560	66	8	their	their	PRON
fuelectenerg-12560	66	9	simplicity	simplicity	NOUN
fuelectenerg-12560	66	10	and	and	CCONJ
fuelectenerg-12560	66	11	efficiency	efficiency	NOUN
fuelectenerg-12560	66	12	in	in	ADP
fuelectenerg-12560	66	13	knowledge	knowledge	NOUN
fuelectenerg-12560	66	14	discovery	discovery	NOUN
fuelectenerg-12560	66	15	,	,	PUNCT
fuelectenerg-12560	66	16	which	which	PRON
fuelectenerg-12560	66	17	are	be	AUX
fuelectenerg-12560	66	18	important	important	ADJ
fuelectenerg-12560	66	19	factors	factor	NOUN
fuelectenerg-12560	66	20	.	.	PUNCT
fuelectenerg-12560	67	1	decision	decision	NOUN
fuelectenerg-12560	67	2	tree	tree	NOUN
fuelectenerg-12560	67	3	algorithms	algorithm	NOUN
fuelectenerg-12560	67	4	are	be	AUX
fuelectenerg-12560	67	5	used	use	VERB
fuelectenerg-12560	67	6	in	in	ADP
fuelectenerg-12560	67	7	areas	area	NOUN
fuelectenerg-12560	67	8	such	such	ADJ
fuelectenerg-12560	67	9	as	as	ADP
fuelectenerg-12560	67	10	comparing	compare	VERB
fuelectenerg-12560	67	11	bitcoin	bitcoin	NOUN
fuelectenerg-12560	67	12	and	and	CCONJ
fuelectenerg-12560	67	13	ethereum	ethereum	NOUN
fuelectenerg-12560	67	14	[	[	X
fuelectenerg-12560	67	15	16	16	NUM
fuelectenerg-12560	67	16	]	]	PUNCT
fuelectenerg-12560	67	17	,	,	PUNCT
fuelectenerg-12560	67	18	predicting	predict	VERB
fuelectenerg-12560	67	19	the	the	DET
fuelectenerg-12560	67	20	closing	closing	NOUN
fuelectenerg-12560	67	21	price	price	NOUN
fuelectenerg-12560	67	22	of	of	ADP
fuelectenerg-12560	67	23	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	67	24	[	[	X
fuelectenerg-12560	67	25	17	17	NUM
fuelectenerg-12560	67	26	]	]	PUNCT
fuelectenerg-12560	67	27	.	.	PUNCT
fuelectenerg-12560	68	1	figure	figure	NOUN
fuelectenerg-12560	68	2	1	1	NUM
fuelectenerg-12560	68	3	shows	show	VERB
fuelectenerg-12560	68	4	the	the	DET
fuelectenerg-12560	68	5	fit	fit	NOUN
fuelectenerg-12560	68	6	of	of	ADP
fuelectenerg-12560	68	7	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	68	8	to	to	ADP
fuelectenerg-12560	68	9	the	the	DET
fuelectenerg-12560	68	10	decision	decision	NOUN
fuelectenerg-12560	68	11	trees	tree	NOUN
fuelectenerg-12560	68	12	model	model	NOUN
fuelectenerg-12560	68	13	.	.	PUNCT
fuelectenerg-12560	69	1	the	the	DET
fuelectenerg-12560	69	2	practical	practical	ADJ
fuelectenerg-12560	69	3	application	application	NOUN
fuelectenerg-12560	69	4	of	of	ADP
fuelectenerg-12560	69	5	these	these	DET
fuelectenerg-12560	69	6	models	model	NOUN
fuelectenerg-12560	69	7	to	to	PART
fuelectenerg-12560	69	8	cryptocurrency	cryptocurrency	NOUN
fuelectenerg-12560	69	9	prediction	prediction	NOUN
fuelectenerg-12560	69	10	is	be	AUX
fuelectenerg-12560	69	11	diverse	diverse	ADJ
fuelectenerg-12560	69	12	,	,	PUNCT
fuelectenerg-12560	69	13	with	with	ADP
fuelectenerg-12560	69	14	each	each	DET
fuelectenerg-12560	69	15	sub	sub	ADJ
fuelectenerg-12560	69	16	-	-	NOUN
fuelectenerg-12560	69	17	figure	figure	ADJ
fuelectenerg-12560	69	18	providing	provide	VERB
fuelectenerg-12560	69	19	empirical	empirical	ADJ
fuelectenerg-12560	69	20	evidence	evidence	NOUN
fuelectenerg-12560	69	21	of	of	ADP
fuelectenerg-12560	69	22	the	the	DET
fuelectenerg-12560	69	23	model	model	NOUN
fuelectenerg-12560	69	24	predictive	predictive	ADJ
fuelectenerg-12560	69	25	capacity	capacity	NOUN
fuelectenerg-12560	69	26	for	for	ADP
fuelectenerg-12560	69	27	a	a	DET
fuelectenerg-12560	69	28	specific	specific	ADJ
fuelectenerg-12560	69	29	cryptocurrency	cryptocurrency	NOUN
fuelectenerg-12560	69	30	.	.	PUNCT
fuelectenerg-12560	70	1	the	the	DET
fuelectenerg-12560	70	2	sub	sub	NOUN
fuelectenerg-12560	70	3	-	-	NOUN
fuelectenerg-12560	70	4	figures	figure	NOUN
fuelectenerg-12560	70	5	in	in	ADP
fuelectenerg-12560	70	6	figure	figure	NOUN
fuelectenerg-12560	70	7	1	1	NUM
fuelectenerg-12560	70	8	reflect	reflect	VERB
fuelectenerg-12560	70	9	the	the	DET
fuelectenerg-12560	70	10	adaptability	adaptability	NOUN
fuelectenerg-12560	70	11	of	of	ADP
fuelectenerg-12560	70	12	decision	decision	NOUN
fuelectenerg-12560	70	13	trees	tree	NOUN
fuelectenerg-12560	70	14	across	across	ADP
fuelectenerg-12560	70	15	different	different	ADJ
fuelectenerg-12560	70	16	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	70	17	,	,	PUNCT
fuelectenerg-12560	70	18	highlighting	highlight	VERB
fuelectenerg-12560	70	19	the	the	DET
fuelectenerg-12560	70	20	model	model	NOUN
fuelectenerg-12560	70	21	performance	performance	NOUN
fuelectenerg-12560	70	22	in	in	ADP
fuelectenerg-12560	70	23	terms	term	NOUN
fuelectenerg-12560	70	24	of	of	ADP
fuelectenerg-12560	70	25	accuracy	accuracy	NOUN
fuelectenerg-12560	70	26	and	and	CCONJ
fuelectenerg-12560	70	27	its	its	PRON
fuelectenerg-12560	70	28	ability	ability	NOUN
fuelectenerg-12560	70	29	to	to	PART
fuelectenerg-12560	70	30	capture	capture	VERB
fuelectenerg-12560	70	31	trends	trend	NOUN
fuelectenerg-12560	70	32	within	within	ADP
fuelectenerg-12560	70	33	the	the	DET
fuelectenerg-12560	70	34	highly	highly	ADV
fuelectenerg-12560	70	35	volatile	volatile	ADJ
fuelectenerg-12560	70	36	cryptocurrency	cryptocurrency	NOUN
fuelectenerg-12560	70	37	market	market	NOUN
fuelectenerg-12560	70	38	.	.	PUNCT
fuelectenerg-12560	71	1	3.2	3.2	NUM
fuelectenerg-12560	71	2	.	.	PUNCT
fuelectenerg-12560	72	1	random	random	ADJ
fuelectenerg-12560	72	2	forests	forest	NOUN
fuelectenerg-12560	72	3	model	model	VERB
fuelectenerg-12560	72	4	random	random	ADJ
fuelectenerg-12560	72	5	forests	forest	NOUN
fuelectenerg-12560	72	6	models	model	NOUN
fuelectenerg-12560	72	7	are	be	AUX
fuelectenerg-12560	72	8	a	a	DET
fuelectenerg-12560	72	9	robust	robust	ADJ
fuelectenerg-12560	72	10	and	and	CCONJ
fuelectenerg-12560	72	11	adaptive	adaptive	ADJ
fuelectenerg-12560	72	12	learning	learning	NOUN
fuelectenerg-12560	72	13	approach	approach	NOUN
fuelectenerg-12560	72	14	widely	widely	ADV
fuelectenerg-12560	72	15	used	use	VERB
fuelectenerg-12560	72	16	in	in	ADP
fuelectenerg-12560	72	17	many	many	ADJ
fuelectenerg-12560	72	18	different	different	ADJ
fuelectenerg-12560	72	19	domains	domain	NOUN
fuelectenerg-12560	72	20	[	[	X
fuelectenerg-12560	72	21	18	18	NUM
fuelectenerg-12560	72	22	]	]	PUNCT
fuelectenerg-12560	72	23	.	.	PUNCT
fuelectenerg-12560	73	1	the	the	DET
fuelectenerg-12560	73	2	theoretical	theoretical	ADJ
fuelectenerg-12560	73	3	structure	structure	NOUN
fuelectenerg-12560	73	4	of	of	ADP
fuelectenerg-12560	73	5	random	random	ADJ
fuelectenerg-12560	73	6	forests	forest	NOUN
fuelectenerg-12560	73	7	is	be	AUX
fuelectenerg-12560	73	8	a	a	DET
fuelectenerg-12560	73	9	machine	machine	NOUN
fuelectenerg-12560	73	10	learning	learn	VERB
fuelectenerg-12560	73	11	methodology	methodology	NOUN
fuelectenerg-12560	73	12	that	that	PRON
fuelectenerg-12560	73	13	improves	improve	VERB
fuelectenerg-12560	73	14	prediction	prediction	NOUN
fuelectenerg-12560	73	15	accuracy	accuracy	NOUN
fuelectenerg-12560	73	16	and	and	CCONJ
fuelectenerg-12560	73	17	reduces	reduce	VERB
fuelectenerg-12560	73	18	overfitting	overfitte	VERB
fuelectenerg-12560	73	19	by	by	ADP
fuelectenerg-12560	73	20	combining	combine	VERB
fuelectenerg-12560	73	21	many	many	ADJ
fuelectenerg-12560	73	22	decision	decision	NOUN
fuelectenerg-12560	73	23	trees	tree	NOUN
fuelectenerg-12560	73	24	[	[	X
fuelectenerg-12560	73	25	19	19	NUM
fuelectenerg-12560	73	26	]	]	PUNCT
fuelectenerg-12560	73	27	.	.	PUNCT
fuelectenerg-12560	74	1	figure	figure	NOUN
fuelectenerg-12560	74	2	2	2	NUM
fuelectenerg-12560	74	3	shows	show	VERB
fuelectenerg-12560	74	4	the	the	DET
fuelectenerg-12560	74	5	fit	fit	NOUN
fuelectenerg-12560	74	6	of	of	ADP
fuelectenerg-12560	74	7	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	74	8	to	to	ADP
fuelectenerg-12560	74	9	the	the	DET
fuelectenerg-12560	74	10	random	random	ADJ
fuelectenerg-12560	74	11	forests	forest	NOUN
fuelectenerg-12560	74	12	model	model	NOUN
fuelectenerg-12560	74	13	.	.	PUNCT
fuelectenerg-12560	75	1	random	random	ADJ
fuelectenerg-12560	75	2	forest	forest	NOUN
fuelectenerg-12560	75	3	algorithm	algorithm	NOUN
fuelectenerg-12560	75	4	has	have	VERB
fuelectenerg-12560	75	5	applications	application	NOUN
fuelectenerg-12560	75	6	in	in	ADP
fuelectenerg-12560	75	7	areas	area	NOUN
fuelectenerg-12560	75	8	such	such	ADJ
fuelectenerg-12560	75	9	as	as	ADP
fuelectenerg-12560	75	10	financial	financial	ADJ
fuelectenerg-12560	75	11	fraud	fraud	NOUN
fuelectenerg-12560	75	12	detection	detection	NOUN
fuelectenerg-12560	75	13	[	[	X
fuelectenerg-12560	75	14	20	20	NUM
fuelectenerg-12560	75	15	]	]	PUNCT
fuelectenerg-12560	75	16	,	,	PUNCT
fuelectenerg-12560	75	17	bank	bank	NOUN
fuelectenerg-12560	75	18	failure	failure	NOUN
fuelectenerg-12560	75	19	prediction	prediction	NOUN
fuelectenerg-12560	75	20	[	[	X
fuelectenerg-12560	75	21	21	21	NUM
fuelectenerg-12560	75	22	]	]	PUNCT
fuelectenerg-12560	75	23	,	,	PUNCT
fuelectenerg-12560	75	24	and	and	CCONJ
fuelectenerg-12560	75	25	estimating	estimate	VERB
fuelectenerg-12560	75	26	cryptocurrency	cryptocurrency	NOUN
fuelectenerg-12560	75	27	value	value	NOUN
fuelectenerg-12560	75	28	[	[	X
fuelectenerg-12560	75	29	22	22	NUM
fuelectenerg-12560	75	30	]	]	PUNCT
fuelectenerg-12560	75	31	.	.	PUNCT
fuelectenerg-12560	76	1	a	a	DET
fuelectenerg-12560	76	2	comprehensive	comprehensive	ADJ
fuelectenerg-12560	76	3	comparative	comparative	ADJ
fuelectenerg-12560	76	4	study	study	NOUN
fuelectenerg-12560	76	5	of	of	ADP
fuelectenerg-12560	76	6	machine	machine	NOUN
fuelectenerg-12560	76	7	learning	learning	NOUN
fuelectenerg-12560	76	8	models	model	NOUN
fuelectenerg-12560	76	9	for	for	ADP
fuelectenerg-12560	76	10	predicting	predict	VERB
fuelectenerg-12560	76	11	cryptocurrency	cryptocurrency	NOUN
fuelectenerg-12560	76	12	215	215	NUM
fuelectenerg-12560	76	13	fig	fig	NOUN
fuelectenerg-12560	76	14	.	.	PUNCT
fuelectenerg-12560	77	1	1	1	NUM
fuelectenerg-12560	77	2	(	(	PUNCT
fuelectenerg-12560	77	3	a	a	NOUN
fuelectenerg-12560	77	4	)	)	PUNCT
fuelectenerg-12560	77	5	of	of	ADP
fuelectenerg-12560	77	6	constituent	constituent	NOUN
fuelectenerg-12560	77	7	aave	aave	NOUN
fuelectenerg-12560	77	8	.	.	PUNCT
fuelectenerg-12560	78	1	(	(	PUNCT
fuelectenerg-12560	78	2	b	b	X
fuelectenerg-12560	78	3	)	)	PUNCT
fuelectenerg-12560	78	4	of	of	ADP
fuelectenerg-12560	78	5	constituent	constituent	NOUN
fuelectenerg-12560	78	6	binancecoin	binancecoin	NOUN
fuelectenerg-12560	78	7	.	.	PUNCT
fuelectenerg-12560	79	1	(	(	PUNCT
fuelectenerg-12560	79	2	c	c	X
fuelectenerg-12560	79	3	)	)	PUNCT
fuelectenerg-12560	79	4	of	of	ADP
fuelectenerg-12560	79	5	constituent	constituent	ADJ
fuelectenerg-12560	79	6	bitcoin	bitcoin	NOUN
fuelectenerg-12560	79	7	.	.	PUNCT
fuelectenerg-12560	80	1	(	(	PUNCT
fuelectenerg-12560	80	2	d	d	X
fuelectenerg-12560	80	3	)	)	PUNCT
fuelectenerg-12560	80	4	of	of	ADP
fuelectenerg-12560	80	5	constituent	constituent	ADJ
fuelectenerg-12560	80	6	cardano	cardano	NOUN
fuelectenerg-12560	80	7	.	.	PUNCT
fuelectenerg-12560	81	1	(	(	PUNCT
fuelectenerg-12560	81	2	e	e	NOUN
fuelectenerg-12560	81	3	)	)	PUNCT
fuelectenerg-12560	81	4	of	of	ADP
fuelectenerg-12560	81	5	constituent	constituent	ADJ
fuelectenerg-12560	81	6	cosmos	cosmos	PROPN
fuelectenerg-12560	81	7	.	.	PUNCT
fuelectenerg-12560	82	1	(	(	PUNCT
fuelectenerg-12560	82	2	f	f	X
fuelectenerg-12560	82	3	)	)	PUNCT
fuelectenerg-12560	82	4	of	of	ADP
fuelectenerg-12560	82	5	constituent	constituent	NOUN
fuelectenerg-12560	82	6	dogecoin	dogecoin	NOUN
fuelectenerg-12560	82	7	.	.	PUNCT
fuelectenerg-12560	83	1	(	(	PUNCT
fuelectenerg-12560	83	2	g	g	NOUN
fuelectenerg-12560	83	3	)	)	PUNCT
fuelectenerg-12560	83	4	of	of	ADP
fuelectenerg-12560	83	5	constituent	constituent	NOUN
fuelectenerg-12560	83	6	ethereum	ethereum	NOUN
fuelectenerg-12560	83	7	.	.	PUNCT
fuelectenerg-12560	84	1	(	(	PUNCT
fuelectenerg-12560	84	2	h	h	NOUN
fuelectenerg-12560	84	3	)	)	PUNCT
fuelectenerg-12560	84	4	of	of	ADP
fuelectenerg-12560	84	5	constituent	constituent	ADJ
fuelectenerg-12560	84	6	solana	solana	PROPN
fuelectenerg-12560	84	7	.	.	PUNCT
fuelectenerg-12560	85	1	(	(	PUNCT
fuelectenerg-12560	85	2	i	i	NOUN
fuelectenerg-12560	85	3	)	)	PUNCT
fuelectenerg-12560	85	4	of	of	ADP
fuelectenerg-12560	85	5	constituent	constituent	NOUN
fuelectenerg-12560	85	6	tether	tether	NOUN
fuelectenerg-12560	85	7	.	.	PUNCT
fuelectenerg-12560	86	1	(	(	PUNCT
fuelectenerg-12560	86	2	j	j	NOUN
fuelectenerg-12560	86	3	)	)	PUNCT
fuelectenerg-12560	86	4	of	of	ADP
fuelectenerg-12560	86	5	constituent	constituent	NOUN
fuelectenerg-12560	86	6	tron	tron	NOUN
fuelectenerg-12560	86	7	.	.	PUNCT
fuelectenerg-12560	87	1	(	(	PUNCT
fuelectenerg-12560	87	2	k	k	NOUN
fuelectenerg-12560	87	3	)	)	PUNCT
fuelectenerg-12560	87	4	of	of	ADP
fuelectenerg-12560	87	5	constituent	constituent	NOUN
fuelectenerg-12560	87	6	usdcoin	usdcoin	NOUN
fuelectenerg-12560	87	7	.	.	PUNCT
fuelectenerg-12560	88	1	(	(	PUNCT
fuelectenerg-12560	88	2	l	l	NOUN
fuelectenerg-12560	88	3	)	)	PUNCT
fuelectenerg-12560	88	4	of	of	ADP
fuelectenerg-12560	88	5	constituent	constituent	NOUN
fuelectenerg-12560	88	6	xrp	xrp	PROPN
fuelectenerg-12560	88	7	.	.	PUNCT
fuelectenerg-12560	89	1	source	source	NOUN
fuelectenerg-12560	89	2	:	:	PUNCT
fuelectenerg-12560	89	3	figure	figure	NOUN
fuelectenerg-12560	89	4	by	by	ADP
fuelectenerg-12560	89	5	authors	author	NOUN
fuelectenerg-12560	89	6	fig	fig	NOUN
fuelectenerg-12560	89	7	.	.	PUNCT
fuelectenerg-12560	90	1	2	2	NUM
fuelectenerg-12560	90	2	(	(	PUNCT
fuelectenerg-12560	90	3	a	a	NOUN
fuelectenerg-12560	90	4	)	)	PUNCT
fuelectenerg-12560	90	5	of	of	ADP
fuelectenerg-12560	90	6	constituent	constituent	NOUN
fuelectenerg-12560	90	7	aave	aave	NOUN
fuelectenerg-12560	90	8	.	.	PUNCT
fuelectenerg-12560	91	1	(	(	PUNCT
fuelectenerg-12560	91	2	b	b	X
fuelectenerg-12560	91	3	)	)	PUNCT
fuelectenerg-12560	91	4	of	of	ADP
fuelectenerg-12560	91	5	constituent	constituent	NOUN
fuelectenerg-12560	91	6	binancecoin	binancecoin	NOUN
fuelectenerg-12560	91	7	.	.	PUNCT
fuelectenerg-12560	92	1	(	(	PUNCT
fuelectenerg-12560	92	2	c	c	X
fuelectenerg-12560	92	3	)	)	PUNCT
fuelectenerg-12560	92	4	of	of	ADP
fuelectenerg-12560	92	5	constituent	constituent	ADJ
fuelectenerg-12560	92	6	bitcoin	bitcoin	NOUN
fuelectenerg-12560	92	7	.	.	PUNCT
fuelectenerg-12560	93	1	(	(	PUNCT
fuelectenerg-12560	93	2	d	d	X
fuelectenerg-12560	93	3	)	)	PUNCT
fuelectenerg-12560	93	4	of	of	ADP
fuelectenerg-12560	93	5	constituent	constituent	ADJ
fuelectenerg-12560	93	6	cardano	cardano	NOUN
fuelectenerg-12560	93	7	.	.	PUNCT
fuelectenerg-12560	94	1	(	(	PUNCT
fuelectenerg-12560	94	2	e	e	NOUN
fuelectenerg-12560	94	3	)	)	PUNCT
fuelectenerg-12560	94	4	of	of	ADP
fuelectenerg-12560	94	5	constituent	constituent	ADJ
fuelectenerg-12560	94	6	cosmos	cosmos	PROPN
fuelectenerg-12560	94	7	.	.	PUNCT
fuelectenerg-12560	95	1	(	(	PUNCT
fuelectenerg-12560	95	2	f	f	X
fuelectenerg-12560	95	3	)	)	PUNCT
fuelectenerg-12560	95	4	of	of	ADP
fuelectenerg-12560	95	5	constituent	constituent	NOUN
fuelectenerg-12560	95	6	dogecoin	dogecoin	NOUN
fuelectenerg-12560	95	7	.	.	PUNCT
fuelectenerg-12560	96	1	(	(	PUNCT
fuelectenerg-12560	96	2	g	g	NOUN
fuelectenerg-12560	96	3	)	)	PUNCT
fuelectenerg-12560	96	4	of	of	ADP
fuelectenerg-12560	96	5	constituent	constituent	NOUN
fuelectenerg-12560	96	6	ethereum	ethereum	NOUN
fuelectenerg-12560	96	7	.	.	PUNCT
fuelectenerg-12560	97	1	(	(	PUNCT
fuelectenerg-12560	97	2	h	h	NOUN
fuelectenerg-12560	97	3	)	)	PUNCT
fuelectenerg-12560	97	4	of	of	ADP
fuelectenerg-12560	97	5	constituent	constituent	ADJ
fuelectenerg-12560	97	6	solana	solana	PROPN
fuelectenerg-12560	97	7	.	.	PUNCT
fuelectenerg-12560	98	1	(	(	PUNCT
fuelectenerg-12560	98	2	i	i	NOUN
fuelectenerg-12560	98	3	)	)	PUNCT
fuelectenerg-12560	98	4	of	of	ADP
fuelectenerg-12560	98	5	constituent	constituent	NOUN
fuelectenerg-12560	98	6	tether	tether	NOUN
fuelectenerg-12560	98	7	.	.	PUNCT
fuelectenerg-12560	99	1	(	(	PUNCT
fuelectenerg-12560	99	2	j	j	NOUN
fuelectenerg-12560	99	3	)	)	PUNCT
fuelectenerg-12560	99	4	of	of	ADP
fuelectenerg-12560	99	5	constituent	constituent	NOUN
fuelectenerg-12560	99	6	tron	tron	NOUN
fuelectenerg-12560	99	7	.	.	PUNCT
fuelectenerg-12560	100	1	(	(	PUNCT
fuelectenerg-12560	100	2	k	k	NOUN
fuelectenerg-12560	100	3	)	)	PUNCT
fuelectenerg-12560	100	4	of	of	ADP
fuelectenerg-12560	100	5	constituent	constituent	NOUN
fuelectenerg-12560	100	6	usdcoin	usdcoin	NOUN
fuelectenerg-12560	100	7	.	.	PUNCT
fuelectenerg-12560	101	1	(	(	PUNCT
fuelectenerg-12560	101	2	l	l	NOUN
fuelectenerg-12560	101	3	)	)	PUNCT
fuelectenerg-12560	101	4	of	of	ADP
fuelectenerg-12560	101	5	constituent	constituent	NOUN
fuelectenerg-12560	101	6	xrp	xrp	PROPN
fuelectenerg-12560	101	7	.	.	PUNCT
fuelectenerg-12560	102	1	source	source	NOUN
fuelectenerg-12560	102	2	:	:	PUNCT
fuelectenerg-12560	102	3	figure	figure	NOUN
fuelectenerg-12560	102	4	by	by	ADP
fuelectenerg-12560	102	5	authors	author	NOUN
fuelectenerg-12560	102	6	216	216	NUM
fuelectenerg-12560	102	7	y.	y.	PROPN
fuelectenerg-12560	102	8	a.	a.	PROPN
fuelectenerg-12560	102	9	ünvan	ünvan	PROPN
fuelectenerg-12560	102	10	,	,	PUNCT
fuelectenerg-12560	102	11	c.	c.	PROPN
fuelectenerg-12560	102	12	ergenç	ergenç	PROPN
fuelectenerg-12560	102	13	3.3	3.3	NUM
fuelectenerg-12560	102	14	.	.	PUNCT
fuelectenerg-12560	103	1	k	k	X
fuelectenerg-12560	103	2	-	-	PUNCT
fuelectenerg-12560	103	3	nearest	near	ADJ
fuelectenerg-12560	103	4	neighbours	neighbours	PROPN
fuelectenerg-12560	103	5	model	model	NOUN
fuelectenerg-12560	103	6	k	k	NOUN
fuelectenerg-12560	103	7	-	-	PUNCT
fuelectenerg-12560	103	8	nearest	near	ADJ
fuelectenerg-12560	103	9	neighbours	neighbour	NOUN
fuelectenerg-12560	103	10	(	(	PUNCT
fuelectenerg-12560	103	11	knn	knn	PROPN
fuelectenerg-12560	103	12	)	)	PUNCT
fuelectenerg-12560	103	13	models	model	NOUN
fuelectenerg-12560	103	14	is	be	AUX
fuelectenerg-12560	103	15	a	a	DET
fuelectenerg-12560	103	16	widely	widely	ADV
fuelectenerg-12560	103	17	used	use	VERB
fuelectenerg-12560	103	18	and	and	CCONJ
fuelectenerg-12560	103	19	fundamental	fundamental	ADJ
fuelectenerg-12560	103	20	approach	approach	NOUN
fuelectenerg-12560	103	21	in	in	ADP
fuelectenerg-12560	103	22	the	the	DET
fuelectenerg-12560	103	23	field	field	NOUN
fuelectenerg-12560	103	24	of	of	ADP
fuelectenerg-12560	103	25	machine	machine	NOUN
fuelectenerg-12560	103	26	learning	learning	NOUN
fuelectenerg-12560	103	27	and	and	CCONJ
fuelectenerg-12560	103	28	pattern	pattern	NOUN
fuelectenerg-12560	103	29	recognition	recognition	NOUN
fuelectenerg-12560	104	1	[	[	X
fuelectenerg-12560	104	2	23	23	NUM
fuelectenerg-12560	104	3	]	]	PUNCT
fuelectenerg-12560	104	4	.	.	PUNCT
fuelectenerg-12560	105	1	the	the	DET
fuelectenerg-12560	105	2	knn	knn	PROPN
fuelectenerg-12560	105	3	method	method	NOUN
fuelectenerg-12560	105	4	is	be	AUX
fuelectenerg-12560	105	5	a	a	DET
fuelectenerg-12560	105	6	nonparametric	nonparametric	ADJ
fuelectenerg-12560	105	7	machine	machine	NOUN
fuelectenerg-12560	105	8	learning	learning	NOUN
fuelectenerg-12560	105	9	technique	technique	NOUN
fuelectenerg-12560	105	10	that	that	PRON
fuelectenerg-12560	105	11	does	do	AUX
fuelectenerg-12560	105	12	not	not	PART
fuelectenerg-12560	105	13	assume	assume	VERB
fuelectenerg-12560	105	14	any	any	DET
fuelectenerg-12560	105	15	particular	particular	ADJ
fuelectenerg-12560	105	16	data	datum	NOUN
fuelectenerg-12560	105	17	distribution	distribution	NOUN
fuelectenerg-12560	105	18	and	and	CCONJ
fuelectenerg-12560	105	19	uses	use	VERB
fuelectenerg-12560	105	20	nearby	nearby	ADJ
fuelectenerg-12560	105	21	examples	example	NOUN
fuelectenerg-12560	105	22	to	to	PART
fuelectenerg-12560	105	23	generate	generate	VERB
fuelectenerg-12560	105	24	predictions	prediction	NOUN
fuelectenerg-12560	105	25	[	[	X
fuelectenerg-12560	105	26	24	24	NUM
fuelectenerg-12560	105	27	]	]	PUNCT
fuelectenerg-12560	105	28	.	.	PUNCT
fuelectenerg-12560	106	1	the	the	DET
fuelectenerg-12560	106	2	knn	knn	PROPN
fuelectenerg-12560	106	3	method	method	NOUN
fuelectenerg-12560	106	4	is	be	AUX
fuelectenerg-12560	106	5	widely	widely	ADV
fuelectenerg-12560	106	6	used	use	VERB
fuelectenerg-12560	106	7	in	in	ADP
fuelectenerg-12560	106	8	stock	stock	NOUN
fuelectenerg-12560	106	9	price	price	NOUN
fuelectenerg-12560	106	10	prediction	prediction	NOUN
fuelectenerg-12560	107	1	[	[	X
fuelectenerg-12560	107	2	25,26	25,26	X
fuelectenerg-12560	107	3	]	]	PUNCT
fuelectenerg-12560	107	4	.	.	PUNCT
fuelectenerg-12560	108	1	figure	figure	NOUN
fuelectenerg-12560	108	2	3	3	NUM
fuelectenerg-12560	108	3	shows	show	VERB
fuelectenerg-12560	108	4	the	the	DET
fuelectenerg-12560	108	5	fit	fit	NOUN
fuelectenerg-12560	108	6	of	of	ADP
fuelectenerg-12560	108	7	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	108	8	to	to	ADP
fuelectenerg-12560	108	9	the	the	DET
fuelectenerg-12560	108	10	knn	knn	PROPN
fuelectenerg-12560	108	11	model	model	PROPN
fuelectenerg-12560	108	12	.	.	PUNCT
fuelectenerg-12560	109	1	fig	fig	NOUN
fuelectenerg-12560	109	2	.	.	PUNCT
fuelectenerg-12560	110	1	3	3	NUM
fuelectenerg-12560	110	2	(	(	PUNCT
fuelectenerg-12560	110	3	a	a	NOUN
fuelectenerg-12560	110	4	)	)	PUNCT
fuelectenerg-12560	110	5	of	of	ADP
fuelectenerg-12560	110	6	constituent	constituent	NOUN
fuelectenerg-12560	110	7	aave	aave	NOUN
fuelectenerg-12560	110	8	.	.	PUNCT
fuelectenerg-12560	111	1	(	(	PUNCT
fuelectenerg-12560	111	2	b	b	X
fuelectenerg-12560	111	3	)	)	PUNCT
fuelectenerg-12560	111	4	of	of	ADP
fuelectenerg-12560	111	5	constituent	constituent	NOUN
fuelectenerg-12560	111	6	binancecoin	binancecoin	NOUN
fuelectenerg-12560	111	7	.	.	PUNCT
fuelectenerg-12560	112	1	(	(	PUNCT
fuelectenerg-12560	112	2	c	c	X
fuelectenerg-12560	112	3	)	)	PUNCT
fuelectenerg-12560	112	4	of	of	ADP
fuelectenerg-12560	112	5	constituent	constituent	ADJ
fuelectenerg-12560	112	6	bitcoin	bitcoin	NOUN
fuelectenerg-12560	112	7	.	.	PUNCT
fuelectenerg-12560	113	1	(	(	PUNCT
fuelectenerg-12560	113	2	d	d	X
fuelectenerg-12560	113	3	)	)	PUNCT
fuelectenerg-12560	113	4	of	of	ADP
fuelectenerg-12560	113	5	constituent	constituent	ADJ
fuelectenerg-12560	113	6	cardano	cardano	NOUN
fuelectenerg-12560	113	7	.	.	PUNCT
fuelectenerg-12560	114	1	(	(	PUNCT
fuelectenerg-12560	114	2	e	e	NOUN
fuelectenerg-12560	114	3	)	)	PUNCT
fuelectenerg-12560	114	4	of	of	ADP
fuelectenerg-12560	114	5	constituent	constituent	ADJ
fuelectenerg-12560	114	6	cosmos	cosmos	PROPN
fuelectenerg-12560	114	7	.	.	PUNCT
fuelectenerg-12560	115	1	(	(	PUNCT
fuelectenerg-12560	115	2	f	f	X
fuelectenerg-12560	115	3	)	)	PUNCT
fuelectenerg-12560	115	4	of	of	ADP
fuelectenerg-12560	115	5	constituent	constituent	NOUN
fuelectenerg-12560	115	6	dogecoin	dogecoin	NOUN
fuelectenerg-12560	115	7	.	.	PUNCT
fuelectenerg-12560	116	1	(	(	PUNCT
fuelectenerg-12560	116	2	g	g	NOUN
fuelectenerg-12560	116	3	)	)	PUNCT
fuelectenerg-12560	116	4	of	of	ADP
fuelectenerg-12560	116	5	constituent	constituent	NOUN
fuelectenerg-12560	116	6	ethereum	ethereum	NOUN
fuelectenerg-12560	116	7	.	.	PUNCT
fuelectenerg-12560	117	1	(	(	PUNCT
fuelectenerg-12560	117	2	h	h	NOUN
fuelectenerg-12560	117	3	)	)	PUNCT
fuelectenerg-12560	117	4	of	of	ADP
fuelectenerg-12560	117	5	constituent	constituent	ADJ
fuelectenerg-12560	117	6	solana	solana	PROPN
fuelectenerg-12560	117	7	.	.	PUNCT
fuelectenerg-12560	118	1	(	(	PUNCT
fuelectenerg-12560	118	2	i	i	NOUN
fuelectenerg-12560	118	3	)	)	PUNCT
fuelectenerg-12560	118	4	of	of	ADP
fuelectenerg-12560	118	5	constituent	constituent	NOUN
fuelectenerg-12560	118	6	tether	tether	NOUN
fuelectenerg-12560	118	7	.	.	PUNCT
fuelectenerg-12560	119	1	(	(	PUNCT
fuelectenerg-12560	119	2	j	j	NOUN
fuelectenerg-12560	119	3	)	)	PUNCT
fuelectenerg-12560	119	4	of	of	ADP
fuelectenerg-12560	119	5	constituent	constituent	NOUN
fuelectenerg-12560	119	6	tron	tron	NOUN
fuelectenerg-12560	119	7	.	.	PUNCT
fuelectenerg-12560	120	1	(	(	PUNCT
fuelectenerg-12560	120	2	k	k	NOUN
fuelectenerg-12560	120	3	)	)	PUNCT
fuelectenerg-12560	120	4	of	of	ADP
fuelectenerg-12560	120	5	constituent	constituent	NOUN
fuelectenerg-12560	120	6	usdcoin	usdcoin	NOUN
fuelectenerg-12560	120	7	.	.	PUNCT
fuelectenerg-12560	121	1	(	(	PUNCT
fuelectenerg-12560	121	2	l	l	NOUN
fuelectenerg-12560	121	3	)	)	PUNCT
fuelectenerg-12560	121	4	of	of	ADP
fuelectenerg-12560	121	5	constituent	constituent	NOUN
fuelectenerg-12560	121	6	xrp	xrp	PROPN
fuelectenerg-12560	121	7	.	.	PUNCT
fuelectenerg-12560	122	1	source	source	NOUN
fuelectenerg-12560	122	2	:	:	PUNCT
fuelectenerg-12560	122	3	figure	figure	NOUN
fuelectenerg-12560	122	4	by	by	ADP
fuelectenerg-12560	122	5	authors	author	NOUN
fuelectenerg-12560	122	6	3.4	3.4	NUM
fuelectenerg-12560	122	7	.	.	PUNCT
fuelectenerg-12560	123	1	artificial	artificial	ADJ
fuelectenerg-12560	123	2	neural	neural	ADJ
fuelectenerg-12560	123	3	networks	network	NOUN
fuelectenerg-12560	123	4	model	model	VERB
fuelectenerg-12560	123	5	artificial	artificial	ADJ
fuelectenerg-12560	123	6	neural	neural	ADJ
fuelectenerg-12560	123	7	networks	network	NOUN
fuelectenerg-12560	123	8	(	(	PUNCT
fuelectenerg-12560	123	9	ann	ann	PROPN
fuelectenerg-12560	123	10	)	)	PUNCT
fuelectenerg-12560	123	11	models	model	NOUN
fuelectenerg-12560	123	12	are	be	AUX
fuelectenerg-12560	123	13	powerful	powerful	ADJ
fuelectenerg-12560	123	14	and	and	CCONJ
fuelectenerg-12560	123	15	flexible	flexible	ADJ
fuelectenerg-12560	123	16	machine	machine	NOUN
fuelectenerg-12560	123	17	learning	learning	NOUN
fuelectenerg-12560	123	18	models	model	NOUN
fuelectenerg-12560	123	19	that	that	PRON
fuelectenerg-12560	123	20	have	have	AUX
fuelectenerg-12560	123	21	attracted	attract	VERB
fuelectenerg-12560	123	22	great	great	ADJ
fuelectenerg-12560	123	23	interest	interest	NOUN
fuelectenerg-12560	123	24	in	in	ADP
fuelectenerg-12560	123	25	various	various	ADJ
fuelectenerg-12560	123	26	fields	field	NOUN
fuelectenerg-12560	123	27	[	[	X
fuelectenerg-12560	123	28	27	27	NUM
fuelectenerg-12560	123	29	]	]	PUNCT
fuelectenerg-12560	123	30	.	.	PUNCT
fuelectenerg-12560	124	1	artificial	artificial	ADJ
fuelectenerg-12560	124	2	neural	neural	ADJ
fuelectenerg-12560	124	3	networks	network	NOUN
fuelectenerg-12560	124	4	(	(	PUNCT
fuelectenerg-12560	124	5	anns	anns	PROPN
fuelectenerg-12560	124	6	)	)	PUNCT
fuelectenerg-12560	124	7	are	be	AUX
fuelectenerg-12560	124	8	computational	computational	ADJ
fuelectenerg-12560	124	9	models	model	NOUN
fuelectenerg-12560	124	10	that	that	PRON
fuelectenerg-12560	124	11	replicate	replicate	VERB
fuelectenerg-12560	124	12	the	the	DET
fuelectenerg-12560	124	13	architecture	architecture	NOUN
fuelectenerg-12560	124	14	and	and	CCONJ
fuelectenerg-12560	124	15	functioning	functioning	NOUN
fuelectenerg-12560	124	16	of	of	ADP
fuelectenerg-12560	124	17	the	the	DET
fuelectenerg-12560	124	18	human	human	ADJ
fuelectenerg-12560	124	19	brain	brain	NOUN
fuelectenerg-12560	125	1	[	[	X
fuelectenerg-12560	125	2	28	28	NUM
fuelectenerg-12560	125	3	]	]	PUNCT
fuelectenerg-12560	125	4	.	.	PUNCT
fuelectenerg-12560	126	1	these	these	DET
fuelectenerg-12560	126	2	systems	system	NOUN
fuelectenerg-12560	126	3	are	be	AUX
fuelectenerg-12560	126	4	specifically	specifically	ADV
fuelectenerg-12560	126	5	designed	design	VERB
fuelectenerg-12560	126	6	to	to	PART
fuelectenerg-12560	126	7	process	process	VERB
fuelectenerg-12560	126	8	complex	complex	ADJ
fuelectenerg-12560	126	9	data	datum	NOUN
fuelectenerg-12560	126	10	inputs	input	NOUN
fuelectenerg-12560	126	11	and	and	CCONJ
fuelectenerg-12560	126	12	perform	perform	VERB
fuelectenerg-12560	126	13	tasks	task	NOUN
fuelectenerg-12560	126	14	such	such	ADJ
fuelectenerg-12560	126	15	as	as	ADP
fuelectenerg-12560	126	16	classification	classification	NOUN
fuelectenerg-12560	126	17	,	,	PUNCT
fuelectenerg-12560	126	18	regression	regression	NOUN
fuelectenerg-12560	126	19	and	and	CCONJ
fuelectenerg-12560	126	20	pattern	pattern	NOUN
fuelectenerg-12560	126	21	recognition	recognition	NOUN
fuelectenerg-12560	126	22	.	.	PUNCT
fuelectenerg-12560	127	1	anns	anns	PROPN
fuelectenerg-12560	127	2	are	be	AUX
fuelectenerg-12560	127	3	highly	highly	ADV
fuelectenerg-12560	127	4	valuable	valuable	ADJ
fuelectenerg-12560	127	5	in	in	ADP
fuelectenerg-12560	127	6	a	a	DET
fuelectenerg-12560	127	7	variety	variety	NOUN
fuelectenerg-12560	127	8	of	of	ADP
fuelectenerg-12560	127	9	applications	application	NOUN
fuelectenerg-12560	127	10	including	include	VERB
fuelectenerg-12560	127	11	document	document	NOUN
fuelectenerg-12560	127	12	recognition	recognition	NOUN
fuelectenerg-12560	127	13	,	,	PUNCT
fuelectenerg-12560	127	14	reinforcement	reinforcement	NOUN
fuelectenerg-12560	127	15	learning	learning	NOUN
fuelectenerg-12560	127	16	and	and	CCONJ
fuelectenerg-12560	127	17	predictive	predictive	ADJ
fuelectenerg-12560	127	18	modelling	modelling	NOUN
fuelectenerg-12560	127	19	due	due	ADP
fuelectenerg-12560	127	20	to	to	ADP
fuelectenerg-12560	127	21	their	their	PRON
fuelectenerg-12560	127	22	flexibility	flexibility	NOUN
fuelectenerg-12560	127	23	and	and	CCONJ
fuelectenerg-12560	127	24	malleability	malleability	NOUN
fuelectenerg-12560	127	25	[	[	X
fuelectenerg-12560	127	26	29	29	NUM
fuelectenerg-12560	127	27	]	]	PUNCT
fuelectenerg-12560	127	28	.	.	PUNCT
fuelectenerg-12560	128	1	figure	figure	NOUN
fuelectenerg-12560	128	2	4	4	NUM
fuelectenerg-12560	128	3	shows	show	VERB
fuelectenerg-12560	128	4	the	the	DET
fuelectenerg-12560	128	5	fit	fit	NOUN
fuelectenerg-12560	128	6	of	of	ADP
fuelectenerg-12560	128	7	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	128	8	to	to	ADP
fuelectenerg-12560	128	9	the	the	DET
fuelectenerg-12560	128	10	ann	ann	PROPN
fuelectenerg-12560	128	11	model	model	NOUN
fuelectenerg-12560	128	12	.	.	PUNCT
fuelectenerg-12560	129	1	a	a	DET
fuelectenerg-12560	129	2	comprehensive	comprehensive	ADJ
fuelectenerg-12560	129	3	comparative	comparative	ADJ
fuelectenerg-12560	129	4	study	study	NOUN
fuelectenerg-12560	129	5	of	of	ADP
fuelectenerg-12560	129	6	machine	machine	NOUN
fuelectenerg-12560	129	7	learning	learning	NOUN
fuelectenerg-12560	129	8	models	model	NOUN
fuelectenerg-12560	129	9	for	for	ADP
fuelectenerg-12560	129	10	predicting	predict	VERB
fuelectenerg-12560	129	11	cryptocurrency	cryptocurrency	NOUN
fuelectenerg-12560	129	12	217	217	NUM
fuelectenerg-12560	129	13	fig	fig	NOUN
fuelectenerg-12560	129	14	.	.	PUNCT
fuelectenerg-12560	130	1	4	4	NUM
fuelectenerg-12560	130	2	(	(	PUNCT
fuelectenerg-12560	130	3	a	a	NOUN
fuelectenerg-12560	130	4	)	)	PUNCT
fuelectenerg-12560	130	5	of	of	ADP
fuelectenerg-12560	130	6	constituent	constituent	NOUN
fuelectenerg-12560	130	7	aave	aave	NOUN
fuelectenerg-12560	130	8	.	.	PUNCT
fuelectenerg-12560	131	1	(	(	PUNCT
fuelectenerg-12560	131	2	b	b	X
fuelectenerg-12560	131	3	)	)	PUNCT
fuelectenerg-12560	131	4	of	of	ADP
fuelectenerg-12560	131	5	constituent	constituent	NOUN
fuelectenerg-12560	131	6	binancecoin	binancecoin	NOUN
fuelectenerg-12560	131	7	.	.	PUNCT
fuelectenerg-12560	132	1	(	(	PUNCT
fuelectenerg-12560	132	2	c	c	X
fuelectenerg-12560	132	3	)	)	PUNCT
fuelectenerg-12560	132	4	of	of	ADP
fuelectenerg-12560	132	5	constituent	constituent	ADJ
fuelectenerg-12560	132	6	bitcoin	bitcoin	NOUN
fuelectenerg-12560	132	7	.	.	PUNCT
fuelectenerg-12560	133	1	(	(	PUNCT
fuelectenerg-12560	133	2	d	d	X
fuelectenerg-12560	133	3	)	)	PUNCT
fuelectenerg-12560	133	4	of	of	ADP
fuelectenerg-12560	133	5	constituent	constituent	ADJ
fuelectenerg-12560	133	6	cardano	cardano	NOUN
fuelectenerg-12560	133	7	.	.	PUNCT
fuelectenerg-12560	134	1	(	(	PUNCT
fuelectenerg-12560	134	2	e	e	NOUN
fuelectenerg-12560	134	3	)	)	PUNCT
fuelectenerg-12560	134	4	of	of	ADP
fuelectenerg-12560	134	5	constituent	constituent	ADJ
fuelectenerg-12560	134	6	cosmos	cosmos	PROPN
fuelectenerg-12560	134	7	.	.	PUNCT
fuelectenerg-12560	135	1	(	(	PUNCT
fuelectenerg-12560	135	2	f	f	X
fuelectenerg-12560	135	3	)	)	PUNCT
fuelectenerg-12560	135	4	of	of	ADP
fuelectenerg-12560	135	5	constituent	constituent	NOUN
fuelectenerg-12560	135	6	dogecoin	dogecoin	NOUN
fuelectenerg-12560	135	7	.	.	PUNCT
fuelectenerg-12560	136	1	(	(	PUNCT
fuelectenerg-12560	136	2	g	g	NOUN
fuelectenerg-12560	136	3	)	)	PUNCT
fuelectenerg-12560	136	4	of	of	ADP
fuelectenerg-12560	136	5	constituent	constituent	NOUN
fuelectenerg-12560	136	6	ethereum	ethereum	NOUN
fuelectenerg-12560	136	7	.	.	PUNCT
fuelectenerg-12560	137	1	(	(	PUNCT
fuelectenerg-12560	137	2	h	h	NOUN
fuelectenerg-12560	137	3	)	)	PUNCT
fuelectenerg-12560	137	4	of	of	ADP
fuelectenerg-12560	137	5	constituent	constituent	ADJ
fuelectenerg-12560	137	6	solana	solana	PROPN
fuelectenerg-12560	137	7	.	.	PUNCT
fuelectenerg-12560	138	1	(	(	PUNCT
fuelectenerg-12560	138	2	i	i	NOUN
fuelectenerg-12560	138	3	)	)	PUNCT
fuelectenerg-12560	138	4	of	of	ADP
fuelectenerg-12560	138	5	constituent	constituent	NOUN
fuelectenerg-12560	138	6	tether	tether	NOUN
fuelectenerg-12560	138	7	.	.	PUNCT
fuelectenerg-12560	139	1	(	(	PUNCT
fuelectenerg-12560	139	2	j	j	NOUN
fuelectenerg-12560	139	3	)	)	PUNCT
fuelectenerg-12560	139	4	of	of	ADP
fuelectenerg-12560	139	5	constituent	constituent	NOUN
fuelectenerg-12560	139	6	tron	tron	NOUN
fuelectenerg-12560	139	7	.	.	PUNCT
fuelectenerg-12560	140	1	(	(	PUNCT
fuelectenerg-12560	140	2	k	k	NOUN
fuelectenerg-12560	140	3	)	)	PUNCT
fuelectenerg-12560	140	4	of	of	ADP
fuelectenerg-12560	140	5	constituent	constituent	NOUN
fuelectenerg-12560	140	6	usdcoin	usdcoin	NOUN
fuelectenerg-12560	140	7	.	.	PUNCT
fuelectenerg-12560	141	1	(	(	PUNCT
fuelectenerg-12560	141	2	l	l	NOUN
fuelectenerg-12560	141	3	)	)	PUNCT
fuelectenerg-12560	141	4	of	of	ADP
fuelectenerg-12560	141	5	constituent	constituent	NOUN
fuelectenerg-12560	141	6	xrp	xrp	PROPN
fuelectenerg-12560	141	7	.	.	PUNCT
fuelectenerg-12560	142	1	source	source	NOUN
fuelectenerg-12560	142	2	:	:	PUNCT
fuelectenerg-12560	142	3	figure	figure	NOUN
fuelectenerg-12560	142	4	by	by	ADP
fuelectenerg-12560	142	5	authors	author	NOUN
fuelectenerg-12560	142	6	3.5	3.5	NUM
fuelectenerg-12560	142	7	.	.	PUNCT
fuelectenerg-12560	143	1	recurrent	recurrent	ADJ
fuelectenerg-12560	143	2	neural	neural	ADJ
fuelectenerg-12560	143	3	networks	network	NOUN
fuelectenerg-12560	143	4	(	(	PUNCT
fuelectenerg-12560	143	5	rnns	rnns	NOUN
fuelectenerg-12560	143	6	)	)	PUNCT
fuelectenerg-12560	143	7	model	model	NOUN
fuelectenerg-12560	143	8	recurrent	recurrent	ADJ
fuelectenerg-12560	143	9	neural	neural	ADJ
fuelectenerg-12560	143	10	networks	network	NOUN
fuelectenerg-12560	143	11	(	(	PUNCT
fuelectenerg-12560	143	12	rnns	rnns	NOUN
fuelectenerg-12560	143	13	)	)	PUNCT
fuelectenerg-12560	143	14	models	model	NOUN
fuelectenerg-12560	143	15	are	be	AUX
fuelectenerg-12560	143	16	highly	highly	ADV
fuelectenerg-12560	143	17	efficient	efficient	ADJ
fuelectenerg-12560	143	18	and	and	CCONJ
fuelectenerg-12560	143	19	widely	widely	ADV
fuelectenerg-12560	143	20	used	use	VERB
fuelectenerg-12560	143	21	deep	deep	ADJ
fuelectenerg-12560	143	22	learning	learning	NOUN
fuelectenerg-12560	143	23	models	model	NOUN
fuelectenerg-12560	143	24	that	that	PRON
fuelectenerg-12560	143	25	have	have	AUX
fuelectenerg-12560	143	26	received	receive	VERB
fuelectenerg-12560	143	27	significant	significant	ADJ
fuelectenerg-12560	143	28	acclaim	acclaim	NOUN
fuelectenerg-12560	143	29	in	in	ADP
fuelectenerg-12560	143	30	various	various	ADJ
fuelectenerg-12560	143	31	fields	field	NOUN
fuelectenerg-12560	143	32	[	[	X
fuelectenerg-12560	143	33	30	30	NUM
fuelectenerg-12560	143	34	]	]	PUNCT
fuelectenerg-12560	143	35	.	.	PUNCT
fuelectenerg-12560	144	1	figure	figure	NOUN
fuelectenerg-12560	144	2	5	5	NUM
fuelectenerg-12560	144	3	shows	show	VERB
fuelectenerg-12560	144	4	the	the	DET
fuelectenerg-12560	144	5	fit	fit	NOUN
fuelectenerg-12560	144	6	of	of	ADP
fuelectenerg-12560	144	7	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	144	8	to	to	ADP
fuelectenerg-12560	144	9	the	the	DET
fuelectenerg-12560	144	10	rnns	rnns	PROPN
fuelectenerg-12560	144	11	model	model	PROPN
fuelectenerg-12560	144	12	.	.	PUNCT
fuelectenerg-12560	145	1	fig	fig	NOUN
fuelectenerg-12560	145	2	.	.	PUNCT
fuelectenerg-12560	146	1	5	5	NUM
fuelectenerg-12560	146	2	.	.	X
fuelectenerg-12560	146	3	(	(	PUNCT
fuelectenerg-12560	146	4	a	a	X
fuelectenerg-12560	146	5	)	)	PUNCT
fuelectenerg-12560	146	6	of	of	ADP
fuelectenerg-12560	146	7	constituent	constituent	NOUN
fuelectenerg-12560	146	8	aave	aave	NOUN
fuelectenerg-12560	146	9	.	.	PUNCT
fuelectenerg-12560	147	1	(	(	PUNCT
fuelectenerg-12560	147	2	b	b	X
fuelectenerg-12560	147	3	)	)	PUNCT
fuelectenerg-12560	147	4	of	of	ADP
fuelectenerg-12560	147	5	constituent	constituent	NOUN
fuelectenerg-12560	147	6	binancecoin	binancecoin	NOUN
fuelectenerg-12560	147	7	.	.	PUNCT
fuelectenerg-12560	148	1	(	(	PUNCT
fuelectenerg-12560	148	2	c	c	X
fuelectenerg-12560	148	3	)	)	PUNCT
fuelectenerg-12560	148	4	of	of	ADP
fuelectenerg-12560	148	5	constituent	constituent	ADJ
fuelectenerg-12560	148	6	bitcoin	bitcoin	NOUN
fuelectenerg-12560	148	7	.	.	PUNCT
fuelectenerg-12560	149	1	(	(	PUNCT
fuelectenerg-12560	149	2	d	d	X
fuelectenerg-12560	149	3	)	)	PUNCT
fuelectenerg-12560	149	4	of	of	ADP
fuelectenerg-12560	149	5	constituent	constituent	ADJ
fuelectenerg-12560	149	6	cardano	cardano	NOUN
fuelectenerg-12560	149	7	.	.	PUNCT
fuelectenerg-12560	150	1	(	(	PUNCT
fuelectenerg-12560	150	2	e	e	NOUN
fuelectenerg-12560	150	3	)	)	PUNCT
fuelectenerg-12560	150	4	of	of	ADP
fuelectenerg-12560	150	5	constituent	constituent	ADJ
fuelectenerg-12560	150	6	cosmos	cosmos	PROPN
fuelectenerg-12560	150	7	.	.	PUNCT
fuelectenerg-12560	151	1	(	(	PUNCT
fuelectenerg-12560	151	2	f	f	X
fuelectenerg-12560	151	3	)	)	PUNCT
fuelectenerg-12560	151	4	of	of	ADP
fuelectenerg-12560	151	5	constituent	constituent	NOUN
fuelectenerg-12560	151	6	dogecoin	dogecoin	NOUN
fuelectenerg-12560	151	7	.	.	PUNCT
fuelectenerg-12560	152	1	(	(	PUNCT
fuelectenerg-12560	152	2	g	g	NOUN
fuelectenerg-12560	152	3	)	)	PUNCT
fuelectenerg-12560	152	4	of	of	ADP
fuelectenerg-12560	152	5	constituent	constituent	NOUN
fuelectenerg-12560	152	6	ethereum	ethereum	NOUN
fuelectenerg-12560	152	7	.	.	PUNCT
fuelectenerg-12560	153	1	(	(	PUNCT
fuelectenerg-12560	153	2	h	h	NOUN
fuelectenerg-12560	153	3	)	)	PUNCT
fuelectenerg-12560	153	4	of	of	ADP
fuelectenerg-12560	153	5	constituent	constituent	ADJ
fuelectenerg-12560	153	6	solana	solana	PROPN
fuelectenerg-12560	153	7	.	.	PUNCT
fuelectenerg-12560	154	1	(	(	PUNCT
fuelectenerg-12560	154	2	i	i	NOUN
fuelectenerg-12560	154	3	)	)	PUNCT
fuelectenerg-12560	154	4	of	of	ADP
fuelectenerg-12560	154	5	constituent	constituent	NOUN
fuelectenerg-12560	154	6	tether	tether	NOUN
fuelectenerg-12560	154	7	.	.	PUNCT
fuelectenerg-12560	155	1	(	(	PUNCT
fuelectenerg-12560	155	2	j	j	NOUN
fuelectenerg-12560	155	3	)	)	PUNCT
fuelectenerg-12560	155	4	of	of	ADP
fuelectenerg-12560	155	5	constituent	constituent	NOUN
fuelectenerg-12560	155	6	tron	tron	NOUN
fuelectenerg-12560	155	7	.	.	PUNCT
fuelectenerg-12560	156	1	(	(	PUNCT
fuelectenerg-12560	156	2	k	k	NOUN
fuelectenerg-12560	156	3	)	)	PUNCT
fuelectenerg-12560	156	4	of	of	ADP
fuelectenerg-12560	156	5	constituent	constituent	NOUN
fuelectenerg-12560	156	6	usdcoin	usdcoin	NOUN
fuelectenerg-12560	156	7	.	.	PUNCT
fuelectenerg-12560	157	1	(	(	PUNCT
fuelectenerg-12560	157	2	l	l	NOUN
fuelectenerg-12560	157	3	)	)	PUNCT
fuelectenerg-12560	157	4	of	of	ADP
fuelectenerg-12560	157	5	constituent	constituent	NOUN
fuelectenerg-12560	157	6	xrp	xrp	PROPN
fuelectenerg-12560	157	7	.	.	PUNCT
fuelectenerg-12560	158	1	source	source	NOUN
fuelectenerg-12560	158	2	:	:	PUNCT
fuelectenerg-12560	158	3	figure	figure	NOUN
fuelectenerg-12560	158	4	by	by	ADP
fuelectenerg-12560	158	5	authors	author	NOUN
fuelectenerg-12560	158	6	218	218	NUM
fuelectenerg-12560	158	7	y.	y.	PROPN
fuelectenerg-12560	158	8	a.	a.	PROPN
fuelectenerg-12560	158	9	ünvan	ünvan	PROPN
fuelectenerg-12560	158	10	,	,	PUNCT
fuelectenerg-12560	158	11	c.	c.	PROPN
fuelectenerg-12560	158	12	ergenç	ergenç	PROPN
fuelectenerg-12560	158	13	rnns	rnns	PROPN
fuelectenerg-12560	158	14	are	be	AUX
fuelectenerg-12560	158	15	computer	computer	NOUN
fuelectenerg-12560	158	16	models	model	NOUN
fuelectenerg-12560	158	17	that	that	PRON
fuelectenerg-12560	158	18	efficiently	efficiently	ADV
fuelectenerg-12560	158	19	capture	capture	VERB
fuelectenerg-12560	158	20	the	the	DET
fuelectenerg-12560	158	21	patterns	pattern	NOUN
fuelectenerg-12560	158	22	and	and	CCONJ
fuelectenerg-12560	158	23	dynamics	dynamic	NOUN
fuelectenerg-12560	158	24	of	of	ADP
fuelectenerg-12560	158	25	sequences	sequence	NOUN
fuelectenerg-12560	158	26	using	use	VERB
fuelectenerg-12560	158	27	cyclic	cyclic	ADJ
fuelectenerg-12560	158	28	connections	connection	NOUN
fuelectenerg-12560	158	29	between	between	ADP
fuelectenerg-12560	158	30	nodes	node	NOUN
fuelectenerg-12560	158	31	in	in	ADP
fuelectenerg-12560	158	32	the	the	DET
fuelectenerg-12560	158	33	network	network	NOUN
fuelectenerg-12560	158	34	.	.	PUNCT
fuelectenerg-12560	159	1	rnns	rnns	PROPN
fuelectenerg-12560	159	2	provide	provide	VERB
fuelectenerg-12560	159	3	a	a	DET
fuelectenerg-12560	159	4	quality	quality	NOUN
fuelectenerg-12560	159	5	that	that	PRON
fuelectenerg-12560	159	6	makes	make	VERB
fuelectenerg-12560	159	7	them	they	PRON
fuelectenerg-12560	159	8	well	well	ADV
fuelectenerg-12560	159	9	suited	suited	ADJ
fuelectenerg-12560	159	10	for	for	ADP
fuelectenerg-12560	159	11	tasks	task	NOUN
fuelectenerg-12560	159	12	involving	involve	VERB
fuelectenerg-12560	159	13	the	the	DET
fuelectenerg-12560	159	14	manipulation	manipulation	NOUN
fuelectenerg-12560	159	15	of	of	ADP
fuelectenerg-12560	159	16	sequential	sequential	ADJ
fuelectenerg-12560	159	17	data	datum	NOUN
fuelectenerg-12560	159	18	[	[	X
fuelectenerg-12560	159	19	31	31	NUM
fuelectenerg-12560	159	20	]	]	PUNCT
fuelectenerg-12560	159	21	.	.	PUNCT
fuelectenerg-12560	160	1	rnns	rnns	PROPN
fuelectenerg-12560	160	2	have	have	AUX
fuelectenerg-12560	160	3	shown	show	VERB
fuelectenerg-12560	160	4	remarkable	remarkable	ADJ
fuelectenerg-12560	160	5	effectiveness	effectiveness	NOUN
fuelectenerg-12560	160	6	in	in	ADP
fuelectenerg-12560	160	7	a	a	DET
fuelectenerg-12560	160	8	variety	variety	NOUN
fuelectenerg-12560	160	9	of	of	ADP
fuelectenerg-12560	160	10	fields	field	NOUN
fuelectenerg-12560	160	11	,	,	PUNCT
fuelectenerg-12560	160	12	including	include	VERB
fuelectenerg-12560	160	13	speech	speech	NOUN
fuelectenerg-12560	160	14	recognition	recognition	NOUN
fuelectenerg-12560	160	15	,	,	PUNCT
fuelectenerg-12560	160	16	music	music	NOUN
fuelectenerg-12560	160	17	classification	classification	NOUN
fuelectenerg-12560	160	18	,	,	PUNCT
fuelectenerg-12560	160	19	and	and	CCONJ
fuelectenerg-12560	160	20	the	the	DET
fuelectenerg-12560	160	21	processing	processing	NOUN
fuelectenerg-12560	160	22	of	of	ADP
fuelectenerg-12560	160	23	time	time	NOUN
fuelectenerg-12560	160	24	series	series	PROPN
fuelectenerg-12560	160	25	data	datum	NOUN
fuelectenerg-12560	160	26	[	[	X
fuelectenerg-12560	160	27	32	32	NUM
fuelectenerg-12560	160	28	-	-	SYM
fuelectenerg-12560	160	29	34	34	NUM
fuelectenerg-12560	160	30	]	]	PUNCT
fuelectenerg-12560	160	31	.	.	PUNCT
fuelectenerg-12560	161	1	3.6	3.6	NUM
fuelectenerg-12560	161	2	.	.	PUNCT
fuelectenerg-12560	162	1	convolutional	convolutional	ADJ
fuelectenerg-12560	162	2	neural	neural	ADJ
fuelectenerg-12560	162	3	networks	network	NOUN
fuelectenerg-12560	162	4	model	model	VERB
fuelectenerg-12560	162	5	convolutional	convolutional	ADJ
fuelectenerg-12560	162	6	neural	neural	ADJ
fuelectenerg-12560	162	7	networks	network	NOUN
fuelectenerg-12560	162	8	(	(	PUNCT
fuelectenerg-12560	162	9	cnns	cnns	PROPN
fuelectenerg-12560	162	10	)	)	PUNCT
fuelectenerg-12560	162	11	models	model	NOUN
fuelectenerg-12560	162	12	are	be	AUX
fuelectenerg-12560	162	13	highly	highly	ADV
fuelectenerg-12560	162	14	effective	effective	ADJ
fuelectenerg-12560	162	15	and	and	CCONJ
fuelectenerg-12560	162	16	widely	widely	ADV
fuelectenerg-12560	162	17	used	use	VERB
fuelectenerg-12560	162	18	deep	deep	ADJ
fuelectenerg-12560	162	19	learning	learning	NOUN
fuelectenerg-12560	162	20	models	model	NOUN
fuelectenerg-12560	162	21	that	that	PRON
fuelectenerg-12560	162	22	have	have	AUX
fuelectenerg-12560	162	23	attracted	attract	VERB
fuelectenerg-12560	162	24	great	great	ADJ
fuelectenerg-12560	162	25	interest	interest	NOUN
fuelectenerg-12560	162	26	in	in	ADP
fuelectenerg-12560	162	27	various	various	ADJ
fuelectenerg-12560	162	28	fields	field	NOUN
fuelectenerg-12560	162	29	[	[	X
fuelectenerg-12560	162	30	35	35	NUM
fuelectenerg-12560	162	31	]	]	PUNCT
fuelectenerg-12560	162	32	.	.	PUNCT
fuelectenerg-12560	163	1	cnns	cnns	PROPN
fuelectenerg-12560	163	2	are	be	AUX
fuelectenerg-12560	163	3	specifically	specifically	ADV
fuelectenerg-12560	163	4	designed	design	VERB
fuelectenerg-12560	163	5	to	to	PART
fuelectenerg-12560	163	6	process	process	VERB
fuelectenerg-12560	163	7	structured	structured	ADJ
fuelectenerg-12560	163	8	grid	grid	NOUN
fuelectenerg-12560	163	9	data	datum	NOUN
fuelectenerg-12560	163	10	such	such	ADJ
fuelectenerg-12560	163	11	as	as	ADP
fuelectenerg-12560	163	12	photographs	photograph	NOUN
fuelectenerg-12560	163	13	and	and	CCONJ
fuelectenerg-12560	163	14	time	time	NOUN
fuelectenerg-12560	163	15	series	series	PROPN
fuelectenerg-12560	163	16	data	data	PROPN
fuelectenerg-12560	163	17	[	[	X
fuelectenerg-12560	163	18	36	36	NUM
fuelectenerg-12560	163	19	]	]	PUNCT
fuelectenerg-12560	163	20	.	.	PUNCT
fuelectenerg-12560	164	1	they	they	PRON
fuelectenerg-12560	164	2	have	have	AUX
fuelectenerg-12560	164	3	shown	show	VERB
fuelectenerg-12560	164	4	outstanding	outstanding	ADJ
fuelectenerg-12560	164	5	performance	performance	NOUN
fuelectenerg-12560	164	6	in	in	ADP
fuelectenerg-12560	164	7	a	a	DET
fuelectenerg-12560	164	8	number	number	NOUN
fuelectenerg-12560	164	9	of	of	ADP
fuelectenerg-12560	164	10	applications	application	NOUN
fuelectenerg-12560	164	11	,	,	PUNCT
fuelectenerg-12560	164	12	including	include	VERB
fuelectenerg-12560	164	13	image	image	NOUN
fuelectenerg-12560	164	14	identification	identification	NOUN
fuelectenerg-12560	164	15	,	,	PUNCT
fuelectenerg-12560	164	16	medical	medical	ADJ
fuelectenerg-12560	164	17	diagnostics	diagnostic	NOUN
fuelectenerg-12560	164	18	and	and	CCONJ
fuelectenerg-12560	164	19	signal	signal	NOUN
fuelectenerg-12560	164	20	processing	processing	NOUN
fuelectenerg-12560	164	21	.	.	PUNCT
fuelectenerg-12560	165	1	figure	figure	NOUN
fuelectenerg-12560	165	2	6	6	NUM
fuelectenerg-12560	165	3	shows	show	VERB
fuelectenerg-12560	165	4	the	the	DET
fuelectenerg-12560	165	5	fit	fit	NOUN
fuelectenerg-12560	165	6	of	of	ADP
fuelectenerg-12560	165	7	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	165	8	to	to	ADP
fuelectenerg-12560	165	9	the	the	DET
fuelectenerg-12560	165	10	cnns	cnns	PROPN
fuelectenerg-12560	165	11	model	model	PROPN
fuelectenerg-12560	165	12	.	.	PUNCT
fuelectenerg-12560	166	1	fig	fig	NOUN
fuelectenerg-12560	166	2	.	.	PUNCT
fuelectenerg-12560	167	1	6	6	NUM
fuelectenerg-12560	167	2	(	(	PUNCT
fuelectenerg-12560	167	3	a	a	NOUN
fuelectenerg-12560	167	4	)	)	PUNCT
fuelectenerg-12560	167	5	of	of	ADP
fuelectenerg-12560	167	6	constituent	constituent	NOUN
fuelectenerg-12560	167	7	aave	aave	NOUN
fuelectenerg-12560	167	8	.	.	PUNCT
fuelectenerg-12560	168	1	(	(	PUNCT
fuelectenerg-12560	168	2	b	b	X
fuelectenerg-12560	168	3	)	)	PUNCT
fuelectenerg-12560	168	4	of	of	ADP
fuelectenerg-12560	168	5	constituent	constituent	NOUN
fuelectenerg-12560	168	6	binancecoin	binancecoin	NOUN
fuelectenerg-12560	168	7	.	.	PUNCT
fuelectenerg-12560	169	1	(	(	PUNCT
fuelectenerg-12560	169	2	c	c	X
fuelectenerg-12560	169	3	)	)	PUNCT
fuelectenerg-12560	169	4	of	of	ADP
fuelectenerg-12560	169	5	constituent	constituent	ADJ
fuelectenerg-12560	169	6	bitcoin	bitcoin	NOUN
fuelectenerg-12560	169	7	.	.	PUNCT
fuelectenerg-12560	170	1	(	(	PUNCT
fuelectenerg-12560	170	2	d	d	X
fuelectenerg-12560	170	3	)	)	PUNCT
fuelectenerg-12560	170	4	of	of	ADP
fuelectenerg-12560	170	5	constituent	constituent	ADJ
fuelectenerg-12560	170	6	cardano	cardano	NOUN
fuelectenerg-12560	170	7	.	.	PUNCT
fuelectenerg-12560	171	1	(	(	PUNCT
fuelectenerg-12560	171	2	e	e	NOUN
fuelectenerg-12560	171	3	)	)	PUNCT
fuelectenerg-12560	171	4	of	of	ADP
fuelectenerg-12560	171	5	constituent	constituent	ADJ
fuelectenerg-12560	171	6	cosmos	cosmos	PROPN
fuelectenerg-12560	171	7	.	.	PUNCT
fuelectenerg-12560	172	1	(	(	PUNCT
fuelectenerg-12560	172	2	f	f	X
fuelectenerg-12560	172	3	)	)	PUNCT
fuelectenerg-12560	172	4	of	of	ADP
fuelectenerg-12560	172	5	constituent	constituent	NOUN
fuelectenerg-12560	172	6	dogecoin	dogecoin	NOUN
fuelectenerg-12560	172	7	.	.	PUNCT
fuelectenerg-12560	173	1	(	(	PUNCT
fuelectenerg-12560	173	2	g	g	NOUN
fuelectenerg-12560	173	3	)	)	PUNCT
fuelectenerg-12560	173	4	of	of	ADP
fuelectenerg-12560	173	5	constituent	constituent	NOUN
fuelectenerg-12560	173	6	ethereum	ethereum	NOUN
fuelectenerg-12560	173	7	.	.	PUNCT
fuelectenerg-12560	174	1	(	(	PUNCT
fuelectenerg-12560	174	2	h	h	NOUN
fuelectenerg-12560	174	3	)	)	PUNCT
fuelectenerg-12560	174	4	of	of	ADP
fuelectenerg-12560	174	5	constituent	constituent	ADJ
fuelectenerg-12560	174	6	solana	solana	PROPN
fuelectenerg-12560	174	7	.	.	PUNCT
fuelectenerg-12560	175	1	(	(	PUNCT
fuelectenerg-12560	175	2	i	i	NOUN
fuelectenerg-12560	175	3	)	)	PUNCT
fuelectenerg-12560	175	4	of	of	ADP
fuelectenerg-12560	175	5	constituent	constituent	NOUN
fuelectenerg-12560	175	6	tether	tether	NOUN
fuelectenerg-12560	175	7	.	.	PUNCT
fuelectenerg-12560	176	1	(	(	PUNCT
fuelectenerg-12560	176	2	j	j	NOUN
fuelectenerg-12560	176	3	)	)	PUNCT
fuelectenerg-12560	176	4	of	of	ADP
fuelectenerg-12560	176	5	constituent	constituent	NOUN
fuelectenerg-12560	176	6	tron	tron	NOUN
fuelectenerg-12560	176	7	.	.	PUNCT
fuelectenerg-12560	177	1	(	(	PUNCT
fuelectenerg-12560	177	2	k	k	NOUN
fuelectenerg-12560	177	3	)	)	PUNCT
fuelectenerg-12560	177	4	of	of	ADP
fuelectenerg-12560	177	5	constituent	constituent	NOUN
fuelectenerg-12560	177	6	usdcoin	usdcoin	NOUN
fuelectenerg-12560	177	7	.	.	PUNCT
fuelectenerg-12560	178	1	(	(	PUNCT
fuelectenerg-12560	178	2	l	l	NOUN
fuelectenerg-12560	178	3	)	)	PUNCT
fuelectenerg-12560	178	4	of	of	ADP
fuelectenerg-12560	178	5	constituent	constituent	NOUN
fuelectenerg-12560	178	6	xrp	xrp	PROPN
fuelectenerg-12560	178	7	.	.	PUNCT
fuelectenerg-12560	179	1	source	source	NOUN
fuelectenerg-12560	179	2	:	:	PUNCT
fuelectenerg-12560	179	3	figure	figure	NOUN
fuelectenerg-12560	179	4	by	by	ADP
fuelectenerg-12560	179	5	authors	author	NOUN
fuelectenerg-12560	179	6	3.7	3.7	NUM
fuelectenerg-12560	179	7	.	.	PUNCT
fuelectenerg-12560	180	1	long	long	ADJ
fuelectenerg-12560	180	2	short	short	ADJ
fuelectenerg-12560	180	3	-	-	PUNCT
fuelectenerg-12560	180	4	term	term	NOUN
fuelectenerg-12560	180	5	memory	memory	NOUN
fuelectenerg-12560	180	6	networks	network	NOUN
fuelectenerg-12560	180	7	(	(	PUNCT
fuelectenerg-12560	180	8	lstms	lstms	ADJ
fuelectenerg-12560	180	9	)	)	PUNCT
fuelectenerg-12560	180	10	model	model	NOUN
fuelectenerg-12560	180	11	long	long	ADJ
fuelectenerg-12560	180	12	short	short	ADJ
fuelectenerg-12560	180	13	-	-	PUNCT
fuelectenerg-12560	180	14	term	term	NOUN
fuelectenerg-12560	180	15	memory	memory	NOUN
fuelectenerg-12560	180	16	networks	network	NOUN
fuelectenerg-12560	180	17	(	(	PUNCT
fuelectenerg-12560	180	18	lsms	lsm	NOUN
fuelectenerg-12560	180	19	)	)	PUNCT
fuelectenerg-12560	180	20	models	model	NOUN
fuelectenerg-12560	180	21	are	be	AUX
fuelectenerg-12560	180	22	very	very	ADV
fuelectenerg-12560	180	23	effective	effective	ADJ
fuelectenerg-12560	180	24	and	and	CCONJ
fuelectenerg-12560	180	25	widely	widely	ADV
fuelectenerg-12560	180	26	used	use	VERB
fuelectenerg-12560	180	27	deep	deep	ADJ
fuelectenerg-12560	180	28	learning	learning	NOUN
fuelectenerg-12560	180	29	models	model	NOUN
fuelectenerg-12560	180	30	that	that	PRON
fuelectenerg-12560	180	31	have	have	AUX
fuelectenerg-12560	180	32	received	receive	VERB
fuelectenerg-12560	180	33	significant	significant	ADJ
fuelectenerg-12560	180	34	attention	attention	NOUN
fuelectenerg-12560	180	35	in	in	ADP
fuelectenerg-12560	180	36	various	various	ADJ
fuelectenerg-12560	180	37	fields	field	NOUN
fuelectenerg-12560	180	38	[	[	X
fuelectenerg-12560	180	39	37	37	NUM
fuelectenerg-12560	180	40	]	]	PUNCT
fuelectenerg-12560	180	41	.	.	PUNCT
fuelectenerg-12560	181	1	lsms	lsm	NOUN
fuelectenerg-12560	181	2	,	,	PUNCT
fuelectenerg-12560	181	3	also	also	ADV
fuelectenerg-12560	181	4	known	know	VERB
fuelectenerg-12560	181	5	as	as	ADP
fuelectenerg-12560	181	6	long	long	ADJ
fuelectenerg-12560	181	7	short	short	ADJ
fuelectenerg-12560	181	8	-	-	PUNCT
fuelectenerg-12560	181	9	term	term	NOUN
fuelectenerg-12560	181	10	memory	memory	NOUN
fuelectenerg-12560	181	11	networks	network	NOUN
fuelectenerg-12560	181	12	,	,	PUNCT
fuelectenerg-12560	181	13	are	be	AUX
fuelectenerg-12560	181	14	a	a	DET
fuelectenerg-12560	181	15	special	special	ADJ
fuelectenerg-12560	181	16	type	type	NOUN
fuelectenerg-12560	181	17	of	of	ADP
fuelectenerg-12560	181	18	recurrent	recurrent	ADJ
fuelectenerg-12560	181	19	neural	neural	ADJ
fuelectenerg-12560	181	20	network	network	NOUN
fuelectenerg-12560	181	21	(	(	PUNCT
fuelectenerg-12560	181	22	rnn	rnn	PROPN
fuelectenerg-12560	181	23	)	)	PUNCT
fuelectenerg-12560	181	24	primarily	primarily	ADV
fuelectenerg-12560	181	25	designed	design	VERB
fuelectenerg-12560	181	26	to	to	PART
fuelectenerg-12560	181	27	capture	capture	VERB
fuelectenerg-12560	181	28	and	and	CCONJ
fuelectenerg-12560	181	29	comprehend	comprehend	VERB
fuelectenerg-12560	181	30	long	long	ADJ
fuelectenerg-12560	181	31	-	-	PUNCT
fuelectenerg-12560	181	32	term	term	NOUN
fuelectenerg-12560	181	33	dependencies	dependency	NOUN
fuelectenerg-12560	181	34	in	in	ADP
fuelectenerg-12560	181	35	sequential	sequential	ADJ
fuelectenerg-12560	181	36	input	input	NOUN
fuelectenerg-12560	181	37	[	[	X
fuelectenerg-12560	181	38	38	38	NUM
fuelectenerg-12560	181	39	]	]	PUNCT
fuelectenerg-12560	181	40	.	.	PUNCT
fuelectenerg-12560	182	1	lstm	lstm	NOUN
fuelectenerg-12560	182	2	models	model	NOUN
fuelectenerg-12560	182	3	have	have	AUX
fuelectenerg-12560	182	4	performed	perform	VERB
fuelectenerg-12560	182	5	well	well	ADV
fuelectenerg-12560	182	6	for	for	ADP
fuelectenerg-12560	182	7	tasks	task	NOUN
fuelectenerg-12560	182	8	such	such	ADJ
fuelectenerg-12560	182	9	as	as	ADP
fuelectenerg-12560	182	10	the	the	DET
fuelectenerg-12560	182	11	analysis	analysis	NOUN
fuelectenerg-12560	182	12	of	of	ADP
fuelectenerg-12560	182	13	time	time	NOUN
fuelectenerg-12560	182	14	series	series	PROPN
fuelectenerg-12560	182	15	data	data	PROPN
fuelectenerg-12560	182	16	,	,	PUNCT
fuelectenerg-12560	182	17	natural	natural	ADJ
fuelectenerg-12560	182	18	language	language	NOUN
fuelectenerg-12560	182	19	processing	processing	NOUN
fuelectenerg-12560	182	20	and	and	CCONJ
fuelectenerg-12560	182	21	speech	speech	NOUN
fuelectenerg-12560	182	22	recognition	recognition	NOUN
fuelectenerg-12560	182	23	[	[	X
fuelectenerg-12560	182	24	39	39	NUM
fuelectenerg-12560	182	25	,	,	PUNCT
fuelectenerg-12560	182	26	40	40	NUM
fuelectenerg-12560	182	27	]	]	PUNCT
fuelectenerg-12560	182	28	.	.	PUNCT
fuelectenerg-12560	183	1	figure	figure	NOUN
fuelectenerg-12560	183	2	7	7	NUM
fuelectenerg-12560	183	3	shows	show	VERB
fuelectenerg-12560	183	4	the	the	DET
fuelectenerg-12560	183	5	fit	fit	NOUN
fuelectenerg-12560	183	6	of	of	ADP
fuelectenerg-12560	183	7	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	183	8	to	to	ADP
fuelectenerg-12560	183	9	the	the	DET
fuelectenerg-12560	183	10	lstms	lstms	ADJ
fuelectenerg-12560	183	11	model	model	NOUN
fuelectenerg-12560	183	12	.	.	PUNCT
fuelectenerg-12560	184	1	furthermore	furthermore	ADV
fuelectenerg-12560	184	2	,	,	PUNCT
fuelectenerg-12560	184	3	lstms	lstms	NOUN
fuelectenerg-12560	184	4	have	have	AUX
fuelectenerg-12560	184	5	been	be	AUX
fuelectenerg-12560	184	6	used	use	VERB
fuelectenerg-12560	184	7	in	in	ADP
fuelectenerg-12560	184	8	analysing	analyse	VERB
fuelectenerg-12560	184	9	time	time	NOUN
fuelectenerg-12560	184	10	series	series	PROPN
fuelectenerg-12560	184	11	data	data	PROPN
fuelectenerg-12560	184	12	for	for	ADP
fuelectenerg-12560	184	13	various	various	ADJ
fuelectenerg-12560	184	14	purposes	purpose	NOUN
fuelectenerg-12560	184	15	such	such	ADJ
fuelectenerg-12560	184	16	as	as	ADP
fuelectenerg-12560	184	17	increasing	increase	VERB
fuelectenerg-12560	184	18	load	load	NOUN
fuelectenerg-12560	184	19	shedding	shedding	NOUN
fuelectenerg-12560	184	20	,	,	PUNCT
fuelectenerg-12560	184	21	predicting	predict	VERB
fuelectenerg-12560	184	22	instantaneous	instantaneous	ADJ
fuelectenerg-12560	184	23	load	load	NOUN
fuelectenerg-12560	184	24	and	and	CCONJ
fuelectenerg-12560	184	25	predicting	predict	VERB
fuelectenerg-12560	184	26	deformation	deformation	NOUN
fuelectenerg-12560	184	27	in	in	ADP
fuelectenerg-12560	184	28	concrete	concrete	ADJ
fuelectenerg-12560	184	29	dams	dam	NOUN
fuelectenerg-12560	184	30	.	.	PUNCT
fuelectenerg-12560	185	1	their	their	PRON
fuelectenerg-12560	185	2	ability	ability	NOUN
fuelectenerg-12560	185	3	to	to	PART
fuelectenerg-12560	185	4	collect	collect	VERB
fuelectenerg-12560	185	5	temporal	temporal	ADJ
fuelectenerg-12560	185	6	correlations	correlation	NOUN
fuelectenerg-12560	185	7	and	and	CCONJ
fuelectenerg-12560	185	8	model	model	NOUN
fuelectenerg-12560	185	9	complex	complex	ADJ
fuelectenerg-12560	185	10	time	time	NOUN
fuelectenerg-12560	185	11	series	series	PROPN
fuelectenerg-12560	185	12	data	data	PROPN
fuelectenerg-12560	185	13	has	have	AUX
fuelectenerg-12560	185	14	made	make	VERB
fuelectenerg-12560	185	15	them	they	PRON
fuelectenerg-12560	185	16	very	very	ADV
fuelectenerg-12560	185	17	useful	useful	ADJ
fuelectenerg-12560	185	18	models	model	NOUN
fuelectenerg-12560	185	19	for	for	ADP
fuelectenerg-12560	185	20	modelling	model	VERB
fuelectenerg-12560	185	21	data	datum	NOUN
fuelectenerg-12560	185	22	in	in	ADP
fuelectenerg-12560	185	23	areas	area	NOUN
fuelectenerg-12560	185	24	such	such	ADJ
fuelectenerg-12560	185	25	as	as	ADP
fuelectenerg-12560	185	26	engineering	engineering	NOUN
fuelectenerg-12560	185	27	and	and	CCONJ
fuelectenerg-12560	185	28	energy	energy	NOUN
fuelectenerg-12560	185	29	management	management	NOUN
fuelectenerg-12560	185	30	.	.	PUNCT
fuelectenerg-12560	186	1	a	a	DET
fuelectenerg-12560	186	2	comprehensive	comprehensive	ADJ
fuelectenerg-12560	186	3	comparative	comparative	ADJ
fuelectenerg-12560	186	4	study	study	NOUN
fuelectenerg-12560	186	5	of	of	ADP
fuelectenerg-12560	186	6	machine	machine	NOUN
fuelectenerg-12560	186	7	learning	learning	NOUN
fuelectenerg-12560	186	8	models	model	NOUN
fuelectenerg-12560	186	9	for	for	ADP
fuelectenerg-12560	186	10	predicting	predict	VERB
fuelectenerg-12560	186	11	cryptocurrency	cryptocurrency	NOUN
fuelectenerg-12560	186	12	219	219	NUM
fuelectenerg-12560	186	13	fig	fig	NOUN
fuelectenerg-12560	186	14	.	.	PUNCT
fuelectenerg-12560	187	1	7	7	NUM
fuelectenerg-12560	187	2	(	(	PUNCT
fuelectenerg-12560	187	3	a	a	NOUN
fuelectenerg-12560	187	4	)	)	PUNCT
fuelectenerg-12560	187	5	of	of	ADP
fuelectenerg-12560	187	6	constituent	constituent	NOUN
fuelectenerg-12560	187	7	aave	aave	NOUN
fuelectenerg-12560	187	8	.	.	PUNCT
fuelectenerg-12560	188	1	(	(	PUNCT
fuelectenerg-12560	188	2	b	b	X
fuelectenerg-12560	188	3	)	)	PUNCT
fuelectenerg-12560	188	4	of	of	ADP
fuelectenerg-12560	188	5	constituent	constituent	NOUN
fuelectenerg-12560	188	6	binancecoin	binancecoin	NOUN
fuelectenerg-12560	188	7	.	.	PUNCT
fuelectenerg-12560	189	1	(	(	PUNCT
fuelectenerg-12560	189	2	c	c	X
fuelectenerg-12560	189	3	)	)	PUNCT
fuelectenerg-12560	189	4	of	of	ADP
fuelectenerg-12560	189	5	constituent	constituent	ADJ
fuelectenerg-12560	189	6	bitcoin	bitcoin	NOUN
fuelectenerg-12560	189	7	.	.	PUNCT
fuelectenerg-12560	190	1	(	(	PUNCT
fuelectenerg-12560	190	2	d	d	X
fuelectenerg-12560	190	3	)	)	PUNCT
fuelectenerg-12560	190	4	of	of	ADP
fuelectenerg-12560	190	5	constituent	constituent	ADJ
fuelectenerg-12560	190	6	cardano	cardano	NOUN
fuelectenerg-12560	190	7	.	.	PUNCT
fuelectenerg-12560	191	1	(	(	PUNCT
fuelectenerg-12560	191	2	e	e	NOUN
fuelectenerg-12560	191	3	)	)	PUNCT
fuelectenerg-12560	191	4	of	of	ADP
fuelectenerg-12560	191	5	constituent	constituent	ADJ
fuelectenerg-12560	191	6	cosmos	cosmos	PROPN
fuelectenerg-12560	191	7	.	.	PUNCT
fuelectenerg-12560	192	1	(	(	PUNCT
fuelectenerg-12560	192	2	f	f	X
fuelectenerg-12560	192	3	)	)	PUNCT
fuelectenerg-12560	192	4	of	of	ADP
fuelectenerg-12560	192	5	constituent	constituent	NOUN
fuelectenerg-12560	192	6	dogecoin	dogecoin	NOUN
fuelectenerg-12560	192	7	.	.	PUNCT
fuelectenerg-12560	193	1	(	(	PUNCT
fuelectenerg-12560	193	2	g	g	NOUN
fuelectenerg-12560	193	3	)	)	PUNCT
fuelectenerg-12560	193	4	of	of	ADP
fuelectenerg-12560	193	5	constituent	constituent	NOUN
fuelectenerg-12560	193	6	ethereum	ethereum	NOUN
fuelectenerg-12560	193	7	.	.	PUNCT
fuelectenerg-12560	194	1	(	(	PUNCT
fuelectenerg-12560	194	2	h	h	NOUN
fuelectenerg-12560	194	3	)	)	PUNCT
fuelectenerg-12560	194	4	of	of	ADP
fuelectenerg-12560	194	5	constituent	constituent	ADJ
fuelectenerg-12560	194	6	solana	solana	PROPN
fuelectenerg-12560	194	7	.	.	PUNCT
fuelectenerg-12560	195	1	(	(	PUNCT
fuelectenerg-12560	195	2	i	i	NOUN
fuelectenerg-12560	195	3	)	)	PUNCT
fuelectenerg-12560	195	4	of	of	ADP
fuelectenerg-12560	195	5	constituent	constituent	NOUN
fuelectenerg-12560	195	6	tether	tether	NOUN
fuelectenerg-12560	195	7	.	.	PUNCT
fuelectenerg-12560	196	1	(	(	PUNCT
fuelectenerg-12560	196	2	j	j	NOUN
fuelectenerg-12560	196	3	)	)	PUNCT
fuelectenerg-12560	196	4	of	of	ADP
fuelectenerg-12560	196	5	constituent	constituent	NOUN
fuelectenerg-12560	196	6	tron	tron	NOUN
fuelectenerg-12560	196	7	.	.	PUNCT
fuelectenerg-12560	197	1	(	(	PUNCT
fuelectenerg-12560	197	2	k	k	NOUN
fuelectenerg-12560	197	3	)	)	PUNCT
fuelectenerg-12560	197	4	of	of	ADP
fuelectenerg-12560	197	5	constituent	constituent	NOUN
fuelectenerg-12560	197	6	usdcoin	usdcoin	NOUN
fuelectenerg-12560	197	7	.	.	PUNCT
fuelectenerg-12560	198	1	(	(	PUNCT
fuelectenerg-12560	198	2	l	l	NOUN
fuelectenerg-12560	198	3	)	)	PUNCT
fuelectenerg-12560	198	4	of	of	ADP
fuelectenerg-12560	198	5	constituent	constituent	NOUN
fuelectenerg-12560	198	6	xrp	xrp	PROPN
fuelectenerg-12560	198	7	.	.	PUNCT
fuelectenerg-12560	199	1	source	source	NOUN
fuelectenerg-12560	199	2	:	:	PUNCT
fuelectenerg-12560	199	3	figure	figure	NOUN
fuelectenerg-12560	199	4	by	by	ADP
fuelectenerg-12560	199	5	authors	author	NOUN
fuelectenerg-12560	199	6	3.8	3.8	NUM
fuelectenerg-12560	199	7	.	.	PUNCT
fuelectenerg-12560	200	1	gradient	gradient	ADJ
fuelectenerg-12560	200	2	boosting	boost	VERB
fuelectenerg-12560	200	3	machines	machine	NOUN
fuelectenerg-12560	200	4	(	(	PUNCT
fuelectenerg-12560	200	5	gbm	gbm	NOUN
fuelectenerg-12560	200	6	)	)	PUNCT
fuelectenerg-12560	200	7	model	model	NOUN
fuelectenerg-12560	200	8	gradient	gradient	NOUN
fuelectenerg-12560	200	9	boosting	boost	VERB
fuelectenerg-12560	200	10	machines	machine	NOUN
fuelectenerg-12560	200	11	(	(	PUNCT
fuelectenerg-12560	200	12	gbm	gbm	PROPN
fuelectenerg-12560	200	13	)	)	PUNCT
fuelectenerg-12560	200	14	model	model	NOUN
fuelectenerg-12560	200	15	is	be	AUX
fuelectenerg-12560	200	16	defined	define	VERB
fuelectenerg-12560	200	17	as	as	ADP
fuelectenerg-12560	200	18	a	a	DET
fuelectenerg-12560	200	19	machine	machine	NOUN
fuelectenerg-12560	200	20	learning	learning	NOUN
fuelectenerg-12560	200	21	method	method	NOUN
fuelectenerg-12560	200	22	that	that	PRON
fuelectenerg-12560	200	23	creates	create	VERB
fuelectenerg-12560	200	24	robust	robust	ADJ
fuelectenerg-12560	200	25	prediction	prediction	NOUN
fuelectenerg-12560	200	26	models	model	NOUN
fuelectenerg-12560	200	27	by	by	ADP
fuelectenerg-12560	200	28	combining	combine	VERB
fuelectenerg-12560	200	29	the	the	DET
fuelectenerg-12560	200	30	weak	weak	ADJ
fuelectenerg-12560	200	31	prediction	prediction	NOUN
fuelectenerg-12560	200	32	model	model	NOUN
fuelectenerg-12560	200	33	[	[	X
fuelectenerg-12560	200	34	41	41	NUM
fuelectenerg-12560	200	35	]	]	PUNCT
fuelectenerg-12560	200	36	.	.	PUNCT
fuelectenerg-12560	201	1	cpm	cpm	PROPN
fuelectenerg-12560	201	2	is	be	AUX
fuelectenerg-12560	201	3	used	use	VERB
fuelectenerg-12560	201	4	in	in	ADP
fuelectenerg-12560	201	5	areas	area	NOUN
fuelectenerg-12560	201	6	such	such	ADJ
fuelectenerg-12560	201	7	as	as	ADP
fuelectenerg-12560	201	8	estimating	estimate	VERB
fuelectenerg-12560	201	9	credit	credit	NOUN
fuelectenerg-12560	201	10	risks	risk	NOUN
fuelectenerg-12560	201	11	[	[	X
fuelectenerg-12560	201	12	42	42	NUM
fuelectenerg-12560	201	13	]	]	PUNCT
fuelectenerg-12560	201	14	,	,	PUNCT
fuelectenerg-12560	201	15	estimating	estimate	VERB
fuelectenerg-12560	201	16	bank	bank	NOUN
fuelectenerg-12560	201	17	failure	failure	NOUN
fuelectenerg-12560	201	18	[	[	X
fuelectenerg-12560	201	19	43	43	NUM
fuelectenerg-12560	201	20	]	]	PUNCT
fuelectenerg-12560	201	21	,	,	PUNCT
fuelectenerg-12560	201	22	and	and	CCONJ
fuelectenerg-12560	201	23	estimating	estimate	VERB
fuelectenerg-12560	201	24	the	the	DET
fuelectenerg-12560	201	25	value	value	NOUN
fuelectenerg-12560	201	26	of	of	ADP
fuelectenerg-12560	201	27	cryptocurrency	cryptocurrency	NOUN
fuelectenerg-12560	201	28	[	[	X
fuelectenerg-12560	201	29	44	44	NUM
fuelectenerg-12560	201	30	]	]	PUNCT
fuelectenerg-12560	201	31	.	.	PUNCT
fuelectenerg-12560	202	1	figure	figure	NOUN
fuelectenerg-12560	202	2	8	8	NUM
fuelectenerg-12560	202	3	shows	show	VERB
fuelectenerg-12560	202	4	the	the	DET
fuelectenerg-12560	202	5	fit	fit	NOUN
fuelectenerg-12560	202	6	of	of	ADP
fuelectenerg-12560	202	7	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	202	8	to	to	ADP
fuelectenerg-12560	202	9	the	the	DET
fuelectenerg-12560	202	10	gbm	gbm	PROPN
fuelectenerg-12560	202	11	model	model	NOUN
fuelectenerg-12560	202	12	.	.	PUNCT
fuelectenerg-12560	203	1	fig	fig	NOUN
fuelectenerg-12560	203	2	.	.	PUNCT
fuelectenerg-12560	204	1	8	8	NUM
fuelectenerg-12560	204	2	(	(	PUNCT
fuelectenerg-12560	204	3	a	a	NOUN
fuelectenerg-12560	204	4	)	)	PUNCT
fuelectenerg-12560	204	5	of	of	ADP
fuelectenerg-12560	204	6	constituent	constituent	NOUN
fuelectenerg-12560	204	7	aave	aave	NOUN
fuelectenerg-12560	204	8	.	.	PUNCT
fuelectenerg-12560	205	1	(	(	PUNCT
fuelectenerg-12560	205	2	b	b	X
fuelectenerg-12560	205	3	)	)	PUNCT
fuelectenerg-12560	205	4	of	of	ADP
fuelectenerg-12560	205	5	constituent	constituent	NOUN
fuelectenerg-12560	205	6	binancecoin	binancecoin	NOUN
fuelectenerg-12560	205	7	.	.	PUNCT
fuelectenerg-12560	206	1	(	(	PUNCT
fuelectenerg-12560	206	2	c	c	X
fuelectenerg-12560	206	3	)	)	PUNCT
fuelectenerg-12560	206	4	of	of	ADP
fuelectenerg-12560	206	5	constituent	constituent	ADJ
fuelectenerg-12560	206	6	bitcoin	bitcoin	NOUN
fuelectenerg-12560	206	7	.	.	PUNCT
fuelectenerg-12560	207	1	(	(	PUNCT
fuelectenerg-12560	207	2	d	d	X
fuelectenerg-12560	207	3	)	)	PUNCT
fuelectenerg-12560	207	4	of	of	ADP
fuelectenerg-12560	207	5	constituent	constituent	ADJ
fuelectenerg-12560	207	6	cardano	cardano	NOUN
fuelectenerg-12560	207	7	.	.	PUNCT
fuelectenerg-12560	208	1	(	(	PUNCT
fuelectenerg-12560	208	2	e	e	NOUN
fuelectenerg-12560	208	3	)	)	PUNCT
fuelectenerg-12560	208	4	of	of	ADP
fuelectenerg-12560	208	5	constituent	constituent	ADJ
fuelectenerg-12560	208	6	cosmos	cosmos	PROPN
fuelectenerg-12560	208	7	.	.	PUNCT
fuelectenerg-12560	209	1	(	(	PUNCT
fuelectenerg-12560	209	2	f	f	X
fuelectenerg-12560	209	3	)	)	PUNCT
fuelectenerg-12560	209	4	of	of	ADP
fuelectenerg-12560	209	5	constituent	constituent	NOUN
fuelectenerg-12560	209	6	dogecoin	dogecoin	NOUN
fuelectenerg-12560	209	7	.	.	PUNCT
fuelectenerg-12560	210	1	(	(	PUNCT
fuelectenerg-12560	210	2	g	g	NOUN
fuelectenerg-12560	210	3	)	)	PUNCT
fuelectenerg-12560	210	4	of	of	ADP
fuelectenerg-12560	210	5	constituent	constituent	NOUN
fuelectenerg-12560	210	6	ethereum	ethereum	NOUN
fuelectenerg-12560	210	7	.	.	PUNCT
fuelectenerg-12560	211	1	(	(	PUNCT
fuelectenerg-12560	211	2	h	h	NOUN
fuelectenerg-12560	211	3	)	)	PUNCT
fuelectenerg-12560	211	4	of	of	ADP
fuelectenerg-12560	211	5	constituent	constituent	ADJ
fuelectenerg-12560	211	6	solana	solana	PROPN
fuelectenerg-12560	211	7	.	.	PUNCT
fuelectenerg-12560	212	1	(	(	PUNCT
fuelectenerg-12560	212	2	i	i	NOUN
fuelectenerg-12560	212	3	)	)	PUNCT
fuelectenerg-12560	212	4	of	of	ADP
fuelectenerg-12560	212	5	constituent	constituent	NOUN
fuelectenerg-12560	212	6	tether	tether	NOUN
fuelectenerg-12560	212	7	.	.	PUNCT
fuelectenerg-12560	213	1	(	(	PUNCT
fuelectenerg-12560	213	2	j	j	NOUN
fuelectenerg-12560	213	3	)	)	PUNCT
fuelectenerg-12560	213	4	of	of	ADP
fuelectenerg-12560	213	5	constituent	constituent	NOUN
fuelectenerg-12560	213	6	tron	tron	NOUN
fuelectenerg-12560	213	7	.	.	PUNCT
fuelectenerg-12560	214	1	(	(	PUNCT
fuelectenerg-12560	214	2	k	k	NOUN
fuelectenerg-12560	214	3	)	)	PUNCT
fuelectenerg-12560	214	4	of	of	ADP
fuelectenerg-12560	214	5	constituent	constituent	NOUN
fuelectenerg-12560	214	6	usdcoin	usdcoin	NOUN
fuelectenerg-12560	214	7	.	.	PUNCT
fuelectenerg-12560	215	1	(	(	PUNCT
fuelectenerg-12560	215	2	l	l	NOUN
fuelectenerg-12560	215	3	)	)	PUNCT
fuelectenerg-12560	215	4	of	of	ADP
fuelectenerg-12560	215	5	constituent	constituent	NOUN
fuelectenerg-12560	215	6	xrp	xrp	PROPN
fuelectenerg-12560	215	7	.	.	PUNCT
fuelectenerg-12560	216	1	source	source	NOUN
fuelectenerg-12560	216	2	:	:	PUNCT
fuelectenerg-12560	216	3	figure	figure	NOUN
fuelectenerg-12560	216	4	by	by	ADP
fuelectenerg-12560	216	5	authors	author	NOUN
fuelectenerg-12560	216	6	220	220	NUM
fuelectenerg-12560	216	7	y.	y.	PROPN
fuelectenerg-12560	216	8	a.	a.	PROPN
fuelectenerg-12560	216	9	ünvan	ünvan	PROPN
fuelectenerg-12560	216	10	,	,	PUNCT
fuelectenerg-12560	216	11	c.	c.	PROPN
fuelectenerg-12560	216	12	ergenç	ergenç	PROPN
fuelectenerg-12560	216	13	3.9	3.9	NUM
fuelectenerg-12560	216	14	.	.	PUNCT
fuelectenerg-12560	217	1	xgboost	xgboost	PROPN
fuelectenerg-12560	217	2	model	model	VERB
fuelectenerg-12560	217	3	the	the	DET
fuelectenerg-12560	217	4	xgboost	xgboost	PROPN
fuelectenerg-12560	217	5	models	model	NOUN
fuelectenerg-12560	217	6	machine	machine	NOUN
fuelectenerg-12560	217	7	learning	learning	NOUN
fuelectenerg-12560	217	8	approach	approach	NOUN
fuelectenerg-12560	217	9	,	,	PUNCT
fuelectenerg-12560	217	10	commonly	commonly	ADV
fuelectenerg-12560	217	11	referred	refer	VERB
fuelectenerg-12560	217	12	to	to	ADP
fuelectenerg-12560	217	13	as	as	ADP
fuelectenerg-12560	217	14	extreme	extreme	ADJ
fuelectenerg-12560	217	15	gradient	gradient	NOUN
fuelectenerg-12560	217	16	boosting	boosting	NOUN
fuelectenerg-12560	217	17	,	,	PUNCT
fuelectenerg-12560	217	18	is	be	AUX
fuelectenerg-12560	217	19	widely	widely	ADV
fuelectenerg-12560	217	20	used	use	VERB
fuelectenerg-12560	217	21	in	in	ADP
fuelectenerg-12560	217	22	various	various	ADJ
fuelectenerg-12560	217	23	areas	area	NOUN
fuelectenerg-12560	217	24	of	of	ADP
fuelectenerg-12560	217	25	academic	academic	ADJ
fuelectenerg-12560	217	26	literature	literature	NOUN
fuelectenerg-12560	217	27	[	[	X
fuelectenerg-12560	217	28	45	45	NUM
fuelectenerg-12560	217	29	]	]	PUNCT
fuelectenerg-12560	217	30	.	.	PUNCT
fuelectenerg-12560	218	1	the	the	DET
fuelectenerg-12560	218	2	theoretical	theoretical	ADJ
fuelectenerg-12560	218	3	infrastructure	infrastructure	NOUN
fuelectenerg-12560	218	4	of	of	ADP
fuelectenerg-12560	218	5	the	the	DET
fuelectenerg-12560	218	6	xgboost	xgboost	PROPN
fuelectenerg-12560	218	7	model	model	NOUN
fuelectenerg-12560	218	8	is	be	AUX
fuelectenerg-12560	218	9	based	base	VERB
fuelectenerg-12560	218	10	on	on	ADP
fuelectenerg-12560	218	11	the	the	DET
fuelectenerg-12560	218	12	application	application	NOUN
fuelectenerg-12560	218	13	of	of	ADP
fuelectenerg-12560	218	14	boosting	boost	VERB
fuelectenerg-12560	218	15	techniques	technique	NOUN
fuelectenerg-12560	218	16	to	to	PART
fuelectenerg-12560	218	17	create	create	VERB
fuelectenerg-12560	218	18	a	a	DET
fuelectenerg-12560	218	19	robust	robust	ADJ
fuelectenerg-12560	218	20	prediction	prediction	NOUN
fuelectenerg-12560	218	21	model	model	NOUN
fuelectenerg-12560	218	22	.	.	PUNCT
fuelectenerg-12560	219	1	the	the	DET
fuelectenerg-12560	219	2	xgboost	xgboost	PROPN
fuelectenerg-12560	219	3	model	model	NOUN
fuelectenerg-12560	219	4	is	be	AUX
fuelectenerg-12560	219	5	used	use	VERB
fuelectenerg-12560	219	6	in	in	ADP
fuelectenerg-12560	219	7	areas	area	NOUN
fuelectenerg-12560	219	8	such	such	ADJ
fuelectenerg-12560	219	9	as	as	ADP
fuelectenerg-12560	219	10	credit	credit	NOUN
fuelectenerg-12560	219	11	card	card	NOUN
fuelectenerg-12560	219	12	fraud	fraud	NOUN
fuelectenerg-12560	219	13	detection	detection	NOUN
fuelectenerg-12560	219	14	[	[	X
fuelectenerg-12560	219	15	46	46	NUM
fuelectenerg-12560	219	16	]	]	PUNCT
fuelectenerg-12560	219	17	,	,	PUNCT
fuelectenerg-12560	219	18	corporate	corporate	ADJ
fuelectenerg-12560	219	19	financial	financial	ADJ
fuelectenerg-12560	219	20	management	management	NOUN
fuelectenerg-12560	219	21	risk	risk	NOUN
fuelectenerg-12560	219	22	model	model	NOUN
fuelectenerg-12560	219	23	creation	creation	NOUN
fuelectenerg-12560	220	1	[	[	X
fuelectenerg-12560	220	2	47	47	NUM
fuelectenerg-12560	220	3	]	]	PUNCT
fuelectenerg-12560	220	4	,	,	PUNCT
fuelectenerg-12560	220	5	and	and	CCONJ
fuelectenerg-12560	220	6	stock	stock	NOUN
fuelectenerg-12560	220	7	market	market	NOUN
fuelectenerg-12560	220	8	volatility	volatility	NOUN
fuelectenerg-12560	220	9	[	[	X
fuelectenerg-12560	220	10	48	48	NUM
fuelectenerg-12560	220	11	]	]	PUNCT
fuelectenerg-12560	220	12	.	.	PUNCT
fuelectenerg-12560	221	1	figure	figure	NOUN
fuelectenerg-12560	221	2	9	9	NUM
fuelectenerg-12560	221	3	shows	show	VERB
fuelectenerg-12560	221	4	the	the	DET
fuelectenerg-12560	221	5	fit	fit	NOUN
fuelectenerg-12560	221	6	of	of	ADP
fuelectenerg-12560	221	7	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	221	8	to	to	ADP
fuelectenerg-12560	221	9	the	the	DET
fuelectenerg-12560	221	10	xgboost	xgboost	PROPN
fuelectenerg-12560	221	11	model	model	PROPN
fuelectenerg-12560	221	12	.	.	PUNCT
fuelectenerg-12560	222	1	fig	fig	NOUN
fuelectenerg-12560	222	2	.	.	PUNCT
fuelectenerg-12560	223	1	9	9	NUM
fuelectenerg-12560	223	2	(	(	PUNCT
fuelectenerg-12560	223	3	a	a	NOUN
fuelectenerg-12560	223	4	)	)	PUNCT
fuelectenerg-12560	223	5	of	of	ADP
fuelectenerg-12560	223	6	constituent	constituent	NOUN
fuelectenerg-12560	223	7	aave	aave	NOUN
fuelectenerg-12560	223	8	.	.	PUNCT
fuelectenerg-12560	224	1	(	(	PUNCT
fuelectenerg-12560	224	2	b	b	X
fuelectenerg-12560	224	3	)	)	PUNCT
fuelectenerg-12560	224	4	of	of	ADP
fuelectenerg-12560	224	5	constituent	constituent	NOUN
fuelectenerg-12560	224	6	binancecoin	binancecoin	NOUN
fuelectenerg-12560	224	7	.	.	PUNCT
fuelectenerg-12560	225	1	(	(	PUNCT
fuelectenerg-12560	225	2	c	c	X
fuelectenerg-12560	225	3	)	)	PUNCT
fuelectenerg-12560	225	4	of	of	ADP
fuelectenerg-12560	225	5	constituent	constituent	ADJ
fuelectenerg-12560	225	6	bitcoin	bitcoin	NOUN
fuelectenerg-12560	225	7	.	.	PUNCT
fuelectenerg-12560	226	1	(	(	PUNCT
fuelectenerg-12560	226	2	d	d	X
fuelectenerg-12560	226	3	)	)	PUNCT
fuelectenerg-12560	226	4	of	of	ADP
fuelectenerg-12560	226	5	constituent	constituent	ADJ
fuelectenerg-12560	226	6	cardano	cardano	NOUN
fuelectenerg-12560	226	7	.	.	PUNCT
fuelectenerg-12560	227	1	(	(	PUNCT
fuelectenerg-12560	227	2	e	e	NOUN
fuelectenerg-12560	227	3	)	)	PUNCT
fuelectenerg-12560	227	4	of	of	ADP
fuelectenerg-12560	227	5	constituent	constituent	ADJ
fuelectenerg-12560	227	6	cosmos	cosmos	PROPN
fuelectenerg-12560	227	7	.	.	PUNCT
fuelectenerg-12560	228	1	(	(	PUNCT
fuelectenerg-12560	228	2	f	f	X
fuelectenerg-12560	228	3	)	)	PUNCT
fuelectenerg-12560	228	4	of	of	ADP
fuelectenerg-12560	228	5	constituent	constituent	NOUN
fuelectenerg-12560	228	6	dogecoin	dogecoin	NOUN
fuelectenerg-12560	228	7	.	.	PUNCT
fuelectenerg-12560	229	1	(	(	PUNCT
fuelectenerg-12560	229	2	g	g	NOUN
fuelectenerg-12560	229	3	)	)	PUNCT
fuelectenerg-12560	229	4	of	of	ADP
fuelectenerg-12560	229	5	constituent	constituent	NOUN
fuelectenerg-12560	229	6	ethereum	ethereum	NOUN
fuelectenerg-12560	229	7	.	.	PUNCT
fuelectenerg-12560	230	1	(	(	PUNCT
fuelectenerg-12560	230	2	h	h	NOUN
fuelectenerg-12560	230	3	)	)	PUNCT
fuelectenerg-12560	230	4	of	of	ADP
fuelectenerg-12560	230	5	constituent	constituent	ADJ
fuelectenerg-12560	230	6	solana	solana	PROPN
fuelectenerg-12560	230	7	.	.	PUNCT
fuelectenerg-12560	231	1	(	(	PUNCT
fuelectenerg-12560	231	2	i	i	NOUN
fuelectenerg-12560	231	3	)	)	PUNCT
fuelectenerg-12560	231	4	of	of	ADP
fuelectenerg-12560	231	5	constituent	constituent	NOUN
fuelectenerg-12560	231	6	tether	tether	NOUN
fuelectenerg-12560	231	7	.	.	PUNCT
fuelectenerg-12560	232	1	(	(	PUNCT
fuelectenerg-12560	232	2	j	j	NOUN
fuelectenerg-12560	232	3	)	)	PUNCT
fuelectenerg-12560	232	4	of	of	ADP
fuelectenerg-12560	232	5	constituent	constituent	NOUN
fuelectenerg-12560	232	6	tron	tron	NOUN
fuelectenerg-12560	232	7	.	.	PUNCT
fuelectenerg-12560	233	1	(	(	PUNCT
fuelectenerg-12560	233	2	k	k	NOUN
fuelectenerg-12560	233	3	)	)	PUNCT
fuelectenerg-12560	233	4	of	of	ADP
fuelectenerg-12560	233	5	constituent	constituent	NOUN
fuelectenerg-12560	233	6	usdcoin	usdcoin	NOUN
fuelectenerg-12560	233	7	.	.	PUNCT
fuelectenerg-12560	234	1	(	(	PUNCT
fuelectenerg-12560	234	2	l	l	NOUN
fuelectenerg-12560	234	3	)	)	PUNCT
fuelectenerg-12560	234	4	of	of	ADP
fuelectenerg-12560	234	5	constituent	constituent	NOUN
fuelectenerg-12560	234	6	xrp	xrp	PROPN
fuelectenerg-12560	234	7	.	.	PUNCT
fuelectenerg-12560	235	1	source	source	NOUN
fuelectenerg-12560	235	2	:	:	PUNCT
fuelectenerg-12560	235	3	figure	figure	NOUN
fuelectenerg-12560	235	4	by	by	ADP
fuelectenerg-12560	235	5	authors	author	NOUN
fuelectenerg-12560	235	6	3.10	3.10	NUM
fuelectenerg-12560	235	7	.	.	PUNCT
fuelectenerg-12560	236	1	lightgbm	lightgbm	ADJ
fuelectenerg-12560	236	2	model	model	NOUN
fuelectenerg-12560	236	3	lightgbm	lightgbm	VERB
fuelectenerg-12560	236	4	models	model	NOUN
fuelectenerg-12560	236	5	short	short	ADJ
fuelectenerg-12560	236	6	for	for	ADP
fuelectenerg-12560	236	7	light	light	ADJ
fuelectenerg-12560	236	8	gradient	gradient	ADJ
fuelectenerg-12560	236	9	boosting	boost	VERB
fuelectenerg-12560	236	10	machine	machine	NOUN
fuelectenerg-12560	236	11	,	,	PUNCT
fuelectenerg-12560	236	12	is	be	AUX
fuelectenerg-12560	236	13	a	a	DET
fuelectenerg-12560	236	14	highly	highly	ADV
fuelectenerg-12560	236	15	effective	effective	ADJ
fuelectenerg-12560	236	16	machine	machine	NOUN
fuelectenerg-12560	236	17	learning	learning	NOUN
fuelectenerg-12560	236	18	model	model	NOUN
fuelectenerg-12560	236	19	that	that	PRON
fuelectenerg-12560	236	20	can	can	AUX
fuelectenerg-12560	236	21	be	be	AUX
fuelectenerg-12560	236	22	applied	apply	VERB
fuelectenerg-12560	236	23	in	in	ADP
fuelectenerg-12560	236	24	multiple	multiple	ADJ
fuelectenerg-12560	236	25	domains	domain	NOUN
fuelectenerg-12560	236	26	[	[	X
fuelectenerg-12560	236	27	49	49	NUM
fuelectenerg-12560	236	28	]	]	PUNCT
fuelectenerg-12560	236	29	.	.	PUNCT
fuelectenerg-12560	237	1	figure	figure	NOUN
fuelectenerg-12560	237	2	10	10	NUM
fuelectenerg-12560	237	3	shows	show	VERB
fuelectenerg-12560	237	4	the	the	DET
fuelectenerg-12560	237	5	fit	fit	NOUN
fuelectenerg-12560	237	6	of	of	ADP
fuelectenerg-12560	237	7	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	237	8	to	to	ADP
fuelectenerg-12560	237	9	the	the	DET
fuelectenerg-12560	237	10	lightgbm	lightgbm	ADJ
fuelectenerg-12560	237	11	model	model	NOUN
fuelectenerg-12560	237	12	.	.	PUNCT
fuelectenerg-12560	238	1	lightgbm	lightgbm	PROPN
fuelectenerg-12560	238	2	is	be	AUX
fuelectenerg-12560	238	3	a	a	DET
fuelectenerg-12560	238	4	machine	machine	NOUN
fuelectenerg-12560	238	5	learning	learning	NOUN
fuelectenerg-12560	238	6	technique	technique	NOUN
fuelectenerg-12560	238	7	that	that	PRON
fuelectenerg-12560	238	8	uses	use	VERB
fuelectenerg-12560	238	9	boosting	boost	VERB
fuelectenerg-12560	238	10	concepts	concept	NOUN
fuelectenerg-12560	238	11	to	to	PART
fuelectenerg-12560	238	12	create	create	VERB
fuelectenerg-12560	238	13	an	an	DET
fuelectenerg-12560	238	14	accurate	accurate	ADJ
fuelectenerg-12560	238	15	predictive	predictive	ADJ
fuelectenerg-12560	238	16	model	model	NOUN
fuelectenerg-12560	238	17	,	,	PUNCT
fuelectenerg-12560	238	18	similar	similar	ADJ
fuelectenerg-12560	238	19	to	to	ADP
fuelectenerg-12560	238	20	the	the	DET
fuelectenerg-12560	238	21	xgboost	xgboost	PROPN
fuelectenerg-12560	238	22	model	model	NOUN
fuelectenerg-12560	238	23	[	[	X
fuelectenerg-12560	238	24	50	50	NUM
fuelectenerg-12560	238	25	]	]	PUNCT
fuelectenerg-12560	238	26	.	.	PUNCT
fuelectenerg-12560	239	1	lightgbm	lightgbm	PROPN
fuelectenerg-12560	239	2	has	have	VERB
fuelectenerg-12560	239	3	applications	application	NOUN
fuelectenerg-12560	239	4	in	in	ADP
fuelectenerg-12560	239	5	predicting	predict	VERB
fuelectenerg-12560	239	6	stock	stock	NOUN
fuelectenerg-12560	239	7	and	and	CCONJ
fuelectenerg-12560	239	8	cryptocurrency	cryptocurrency	NOUN
fuelectenerg-12560	239	9	prices	price	NOUN
fuelectenerg-12560	239	10	[	[	X
fuelectenerg-12560	239	11	51	51	NUM
fuelectenerg-12560	239	12	-	-	SYM
fuelectenerg-12560	239	13	53	53	NUM
fuelectenerg-12560	239	14	]	]	PUNCT
fuelectenerg-12560	239	15	.	.	PUNCT
fuelectenerg-12560	240	1	3.11	3.11	NUM
fuelectenerg-12560	240	2	.	.	PUNCT
fuelectenerg-12560	241	1	catboost	catboost	PROPN
fuelectenerg-12560	241	2	model	model	PROPN
fuelectenerg-12560	241	3	the	the	DET
fuelectenerg-12560	241	4	catboost	catboost	PROPN
fuelectenerg-12560	241	5	models	model	NOUN
fuelectenerg-12560	241	6	algorithm	algorithm	NOUN
fuelectenerg-12560	241	7	has	have	AUX
fuelectenerg-12560	241	8	attracted	attract	VERB
fuelectenerg-12560	241	9	much	much	ADJ
fuelectenerg-12560	241	10	attention	attention	NOUN
fuelectenerg-12560	241	11	due	due	ADP
fuelectenerg-12560	241	12	to	to	ADP
fuelectenerg-12560	241	13	its	its	PRON
fuelectenerg-12560	241	14	ability	ability	NOUN
fuelectenerg-12560	241	15	to	to	PART
fuelectenerg-12560	241	16	efficiently	efficiently	ADV
fuelectenerg-12560	241	17	process	process	VERB
fuelectenerg-12560	241	18	categorical	categorical	ADJ
fuelectenerg-12560	241	19	data	datum	NOUN
fuelectenerg-12560	241	20	and	and	CCONJ
fuelectenerg-12560	241	21	deliver	deliver	VERB
fuelectenerg-12560	241	22	outstanding	outstanding	ADJ
fuelectenerg-12560	241	23	performance	performance	NOUN
fuelectenerg-12560	241	24	in	in	ADP
fuelectenerg-12560	241	25	various	various	ADJ
fuelectenerg-12560	241	26	applications	application	NOUN
fuelectenerg-12560	241	27	.	.	PUNCT
fuelectenerg-12560	242	1	catboost	catboost	PROPN
fuelectenerg-12560	242	2	algorithm	algorithm	PROPN
fuelectenerg-12560	242	3	uses	use	VERB
fuelectenerg-12560	242	4	gradient	gradient	NOUN
fuelectenerg-12560	242	5	boosting	boost	VERB
fuelectenerg-12560	242	6	[	[	X
fuelectenerg-12560	242	7	54	54	NUM
fuelectenerg-12560	242	8	]	]	PUNCT
fuelectenerg-12560	242	9	.	.	PUNCT
fuelectenerg-12560	243	1	according	accord	VERB
fuelectenerg-12560	243	2	to	to	ADP
fuelectenerg-12560	243	3	prokhorenkova	prokhorenkova	PROPN
fuelectenerg-12560	243	4	et	et	PROPN
fuelectenerg-12560	243	5	al	al	PROPN
fuelectenerg-12560	243	6	.	.	PROPN
fuelectenerg-12560	244	1	(	(	PUNCT
fuelectenerg-12560	244	2	2018	2018	NUM
fuelectenerg-12560	244	3	)	)	PUNCT
fuelectenerg-12560	244	4	,	,	PUNCT
fuelectenerg-12560	244	5	the	the	DET
fuelectenerg-12560	244	6	catboost	catboost	NOUN
fuelectenerg-12560	244	7	technique	technique	NOUN
fuelectenerg-12560	244	8	has	have	AUX
fuelectenerg-12560	244	9	shown	show	VERB
fuelectenerg-12560	244	10	better	well	ADJ
fuelectenerg-12560	244	11	results	result	NOUN
fuelectenerg-12560	244	12	in	in	ADP
fuelectenerg-12560	244	13	terms	term	NOUN
fuelectenerg-12560	244	14	of	of	ADP
fuelectenerg-12560	244	15	quality	quality	NOUN
fuelectenerg-12560	244	16	compared	compare	VERB
fuelectenerg-12560	244	17	to	to	ADP
fuelectenerg-12560	244	18	existing	exist	VERB
fuelectenerg-12560	244	19	gradient	gradient	NOUN
fuelectenerg-12560	244	20	boosting	boost	VERB
fuelectenerg-12560	244	21	applications	application	NOUN
fuelectenerg-12560	244	22	on	on	ADP
fuelectenerg-12560	244	23	widely	widely	ADV
fuelectenerg-12560	244	24	recognised	recognise	VERB
fuelectenerg-12560	244	25	datasets	dataset	NOUN
fuelectenerg-12560	244	26	[	[	X
fuelectenerg-12560	244	27	55	55	NUM
fuelectenerg-12560	244	28	]	]	PUNCT
fuelectenerg-12560	244	29	.	.	PUNCT
fuelectenerg-12560	245	1	catboost	catboost	PROPN
fuelectenerg-12560	245	2	algorithm	algorithm	PROPN
fuelectenerg-12560	245	3	is	be	AUX
fuelectenerg-12560	245	4	used	use	VERB
fuelectenerg-12560	245	5	in	in	ADP
fuelectenerg-12560	245	6	the	the	DET
fuelectenerg-12560	245	7	field	field	NOUN
fuelectenerg-12560	245	8	of	of	ADP
fuelectenerg-12560	245	9	finance	finance	NOUN
fuelectenerg-12560	245	10	,	,	PUNCT
fuelectenerg-12560	245	11	such	such	ADJ
fuelectenerg-12560	245	12	as	as	ADP
fuelectenerg-12560	245	13	comparing	compare	VERB
fuelectenerg-12560	245	14	the	the	DET
fuelectenerg-12560	245	15	performance	performance	NOUN
fuelectenerg-12560	245	16	of	of	ADP
fuelectenerg-12560	245	17	stock	stock	NOUN
fuelectenerg-12560	245	18	market	market	NOUN
fuelectenerg-12560	245	19	strategies	strategy	NOUN
fuelectenerg-12560	245	20	[	[	X
fuelectenerg-12560	245	21	56	56	NUM
fuelectenerg-12560	245	22	]	]	PUNCT
fuelectenerg-12560	245	23	and	and	CCONJ
fuelectenerg-12560	245	24	predicting	predict	VERB
fuelectenerg-12560	245	25	the	the	DET
fuelectenerg-12560	245	26	trends	trend	NOUN
fuelectenerg-12560	245	27	of	of	ADP
fuelectenerg-12560	245	28	stock	stock	NOUN
fuelectenerg-12560	245	29	indexes	index	NOUN
fuelectenerg-12560	245	30	[	[	X
fuelectenerg-12560	245	31	57	57	NUM
fuelectenerg-12560	245	32	]	]	PUNCT
fuelectenerg-12560	245	33	.	.	PUNCT
fuelectenerg-12560	246	1	figure	figure	NOUN
fuelectenerg-12560	246	2	11	11	NUM
fuelectenerg-12560	246	3	shows	show	VERB
fuelectenerg-12560	246	4	the	the	DET
fuelectenerg-12560	246	5	fit	fit	NOUN
fuelectenerg-12560	246	6	of	of	ADP
fuelectenerg-12560	246	7	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	246	8	to	to	ADP
fuelectenerg-12560	246	9	the	the	DET
fuelectenerg-12560	246	10	catboost	catboost	PROPN
fuelectenerg-12560	246	11	model	model	NOUN
fuelectenerg-12560	246	12	.	.	PUNCT
fuelectenerg-12560	247	1	a	a	DET
fuelectenerg-12560	247	2	comprehensive	comprehensive	ADJ
fuelectenerg-12560	247	3	comparative	comparative	ADJ
fuelectenerg-12560	247	4	study	study	NOUN
fuelectenerg-12560	247	5	of	of	ADP
fuelectenerg-12560	247	6	machine	machine	NOUN
fuelectenerg-12560	247	7	learning	learning	NOUN
fuelectenerg-12560	247	8	models	model	NOUN
fuelectenerg-12560	247	9	for	for	ADP
fuelectenerg-12560	247	10	predicting	predict	VERB
fuelectenerg-12560	247	11	cryptocurrency	cryptocurrency	NOUN
fuelectenerg-12560	247	12	221	221	NUM
fuelectenerg-12560	247	13	fig	fig	NOUN
fuelectenerg-12560	247	14	.	.	PUNCT
fuelectenerg-12560	248	1	10	10	NUM
fuelectenerg-12560	248	2	(	(	PUNCT
fuelectenerg-12560	248	3	a	a	NOUN
fuelectenerg-12560	248	4	)	)	PUNCT
fuelectenerg-12560	248	5	of	of	ADP
fuelectenerg-12560	248	6	constituent	constituent	NOUN
fuelectenerg-12560	248	7	aave	aave	NOUN
fuelectenerg-12560	248	8	.	.	PUNCT
fuelectenerg-12560	249	1	(	(	PUNCT
fuelectenerg-12560	249	2	b	b	X
fuelectenerg-12560	249	3	)	)	PUNCT
fuelectenerg-12560	249	4	of	of	ADP
fuelectenerg-12560	249	5	constituent	constituent	NOUN
fuelectenerg-12560	249	6	binancecoin	binancecoin	NOUN
fuelectenerg-12560	249	7	.	.	PUNCT
fuelectenerg-12560	250	1	(	(	PUNCT
fuelectenerg-12560	250	2	c	c	X
fuelectenerg-12560	250	3	)	)	PUNCT
fuelectenerg-12560	250	4	of	of	ADP
fuelectenerg-12560	250	5	constituent	constituent	ADJ
fuelectenerg-12560	250	6	bitcoin	bitcoin	NOUN
fuelectenerg-12560	250	7	.	.	PUNCT
fuelectenerg-12560	251	1	(	(	PUNCT
fuelectenerg-12560	251	2	d	d	X
fuelectenerg-12560	251	3	)	)	PUNCT
fuelectenerg-12560	251	4	of	of	ADP
fuelectenerg-12560	251	5	constituent	constituent	ADJ
fuelectenerg-12560	251	6	cardano	cardano	NOUN
fuelectenerg-12560	251	7	.	.	PUNCT
fuelectenerg-12560	252	1	(	(	PUNCT
fuelectenerg-12560	252	2	e	e	NOUN
fuelectenerg-12560	252	3	)	)	PUNCT
fuelectenerg-12560	252	4	of	of	ADP
fuelectenerg-12560	252	5	constituent	constituent	ADJ
fuelectenerg-12560	252	6	cosmos	cosmos	PROPN
fuelectenerg-12560	252	7	.	.	PUNCT
fuelectenerg-12560	253	1	(	(	PUNCT
fuelectenerg-12560	253	2	f	f	X
fuelectenerg-12560	253	3	)	)	PUNCT
fuelectenerg-12560	253	4	of	of	ADP
fuelectenerg-12560	253	5	constituent	constituent	NOUN
fuelectenerg-12560	253	6	dogecoin	dogecoin	NOUN
fuelectenerg-12560	253	7	.	.	PUNCT
fuelectenerg-12560	254	1	(	(	PUNCT
fuelectenerg-12560	254	2	g	g	NOUN
fuelectenerg-12560	254	3	)	)	PUNCT
fuelectenerg-12560	254	4	of	of	ADP
fuelectenerg-12560	254	5	constituent	constituent	NOUN
fuelectenerg-12560	254	6	ethereum	ethereum	NOUN
fuelectenerg-12560	254	7	.	.	PUNCT
fuelectenerg-12560	255	1	(	(	PUNCT
fuelectenerg-12560	255	2	h	h	NOUN
fuelectenerg-12560	255	3	)	)	PUNCT
fuelectenerg-12560	255	4	of	of	ADP
fuelectenerg-12560	255	5	constituent	constituent	ADJ
fuelectenerg-12560	255	6	solana	solana	PROPN
fuelectenerg-12560	255	7	.	.	PUNCT
fuelectenerg-12560	256	1	(	(	PUNCT
fuelectenerg-12560	256	2	i	i	NOUN
fuelectenerg-12560	256	3	)	)	PUNCT
fuelectenerg-12560	256	4	of	of	ADP
fuelectenerg-12560	256	5	constituent	constituent	NOUN
fuelectenerg-12560	256	6	tether	tether	NOUN
fuelectenerg-12560	256	7	.	.	PUNCT
fuelectenerg-12560	257	1	(	(	PUNCT
fuelectenerg-12560	257	2	j	j	NOUN
fuelectenerg-12560	257	3	)	)	PUNCT
fuelectenerg-12560	257	4	of	of	ADP
fuelectenerg-12560	257	5	constituent	constituent	NOUN
fuelectenerg-12560	257	6	tron	tron	NOUN
fuelectenerg-12560	257	7	.	.	PUNCT
fuelectenerg-12560	258	1	(	(	PUNCT
fuelectenerg-12560	258	2	k	k	NOUN
fuelectenerg-12560	258	3	)	)	PUNCT
fuelectenerg-12560	258	4	of	of	ADP
fuelectenerg-12560	258	5	constituent	constituent	NOUN
fuelectenerg-12560	258	6	usdcoin	usdcoin	NOUN
fuelectenerg-12560	258	7	.	.	PUNCT
fuelectenerg-12560	259	1	(	(	PUNCT
fuelectenerg-12560	259	2	l	l	NOUN
fuelectenerg-12560	259	3	)	)	PUNCT
fuelectenerg-12560	259	4	of	of	ADP
fuelectenerg-12560	259	5	constituent	constituent	NOUN
fuelectenerg-12560	259	6	xrp	xrp	PROPN
fuelectenerg-12560	259	7	.	.	PUNCT
fuelectenerg-12560	260	1	source	source	NOUN
fuelectenerg-12560	260	2	:	:	PUNCT
fuelectenerg-12560	260	3	figure	figure	NOUN
fuelectenerg-12560	260	4	by	by	ADP
fuelectenerg-12560	260	5	authors	author	NOUN
fuelectenerg-12560	260	6	catboost	catboost	PROPN
fuelectenerg-12560	260	7	has	have	AUX
fuelectenerg-12560	260	8	shown	show	VERB
fuelectenerg-12560	260	9	to	to	PART
fuelectenerg-12560	260	10	be	be	AUX
fuelectenerg-12560	260	11	a	a	DET
fuelectenerg-12560	260	12	powerful	powerful	ADJ
fuelectenerg-12560	260	13	and	and	CCONJ
fuelectenerg-12560	260	14	versatile	versatile	ADV
fuelectenerg-12560	260	15	gradient	gradient	ADJ
fuelectenerg-12560	260	16	boosting	boost	VERB
fuelectenerg-12560	260	17	method	method	NOUN
fuelectenerg-12560	260	18	,	,	PUNCT
fuelectenerg-12560	260	19	demonstrating	demonstrate	VERB
fuelectenerg-12560	260	20	its	its	PRON
fuelectenerg-12560	260	21	effectiveness	effectiveness	NOUN
fuelectenerg-12560	260	22	in	in	ADP
fuelectenerg-12560	260	23	handling	handle	VERB
fuelectenerg-12560	260	24	categorical	categorical	ADJ
fuelectenerg-12560	260	25	data	datum	NOUN
fuelectenerg-12560	260	26	,	,	PUNCT
fuelectenerg-12560	260	27	achieving	achieve	VERB
fuelectenerg-12560	260	28	outstanding	outstanding	ADJ
fuelectenerg-12560	260	29	prediction	prediction	NOUN
fuelectenerg-12560	260	30	accuracy	accuracy	NOUN
fuelectenerg-12560	260	31	,	,	PUNCT
fuelectenerg-12560	260	32	and	and	CCONJ
fuelectenerg-12560	260	33	being	be	AUX
fuelectenerg-12560	260	34	applicable	applicable	ADJ
fuelectenerg-12560	260	35	across	across	ADP
fuelectenerg-12560	260	36	several	several	ADJ
fuelectenerg-12560	260	37	domains	domain	NOUN
fuelectenerg-12560	260	38	.	.	PUNCT
fuelectenerg-12560	261	1	the	the	DET
fuelectenerg-12560	261	2	tool	tool	NOUN
fuelectenerg-12560	261	3	's	's	PART
fuelectenerg-12560	261	4	ability	ability	NOUN
fuelectenerg-12560	261	5	to	to	PART
fuelectenerg-12560	261	6	handle	handle	VERB
fuelectenerg-12560	261	7	complex	complex	ADJ
fuelectenerg-12560	261	8	data	datum	NOUN
fuelectenerg-12560	261	9	types	type	NOUN
fuelectenerg-12560	261	10	and	and	CCONJ
fuelectenerg-12560	261	11	provide	provide	VERB
fuelectenerg-12560	261	12	understandable	understandable	ADJ
fuelectenerg-12560	261	13	insights	insight	NOUN
fuelectenerg-12560	261	14	makes	make	VERB
fuelectenerg-12560	261	15	it	it	PRON
fuelectenerg-12560	261	16	a	a	DET
fuelectenerg-12560	261	17	valuable	valuable	ADJ
fuelectenerg-12560	261	18	asset	asset	NOUN
fuelectenerg-12560	261	19	for	for	ADP
fuelectenerg-12560	261	20	predictive	predictive	ADJ
fuelectenerg-12560	261	21	modeling	modeling	NOUN
fuelectenerg-12560	261	22	and	and	CCONJ
fuelectenerg-12560	261	23	interdisciplinary	interdisciplinary	ADJ
fuelectenerg-12560	261	24	research	research	NOUN
fuelectenerg-12560	261	25	.	.	PUNCT
fuelectenerg-12560	262	1	fig	fig	NOUN
fuelectenerg-12560	262	2	.	.	PUNCT
fuelectenerg-12560	263	1	11	11	NUM
fuelectenerg-12560	263	2	(	(	PUNCT
fuelectenerg-12560	263	3	a	a	NOUN
fuelectenerg-12560	263	4	)	)	PUNCT
fuelectenerg-12560	263	5	of	of	ADP
fuelectenerg-12560	263	6	constituent	constituent	NOUN
fuelectenerg-12560	263	7	aave	aave	NOUN
fuelectenerg-12560	263	8	.	.	PUNCT
fuelectenerg-12560	264	1	(	(	PUNCT
fuelectenerg-12560	264	2	b	b	X
fuelectenerg-12560	264	3	)	)	PUNCT
fuelectenerg-12560	264	4	of	of	ADP
fuelectenerg-12560	264	5	constituent	constituent	NOUN
fuelectenerg-12560	264	6	binancecoin	binancecoin	NOUN
fuelectenerg-12560	264	7	.	.	PUNCT
fuelectenerg-12560	265	1	(	(	PUNCT
fuelectenerg-12560	265	2	c	c	X
fuelectenerg-12560	265	3	)	)	PUNCT
fuelectenerg-12560	265	4	of	of	ADP
fuelectenerg-12560	265	5	constituent	constituent	ADJ
fuelectenerg-12560	265	6	bitcoin	bitcoin	NOUN
fuelectenerg-12560	265	7	.	.	PUNCT
fuelectenerg-12560	266	1	(	(	PUNCT
fuelectenerg-12560	266	2	d	d	X
fuelectenerg-12560	266	3	)	)	PUNCT
fuelectenerg-12560	266	4	of	of	ADP
fuelectenerg-12560	266	5	constituent	constituent	ADJ
fuelectenerg-12560	266	6	cardano	cardano	NOUN
fuelectenerg-12560	266	7	.	.	PUNCT
fuelectenerg-12560	267	1	(	(	PUNCT
fuelectenerg-12560	267	2	e	e	NOUN
fuelectenerg-12560	267	3	)	)	PUNCT
fuelectenerg-12560	267	4	of	of	ADP
fuelectenerg-12560	267	5	constituent	constituent	ADJ
fuelectenerg-12560	267	6	cosmos	cosmos	PROPN
fuelectenerg-12560	267	7	.	.	PUNCT
fuelectenerg-12560	268	1	(	(	PUNCT
fuelectenerg-12560	268	2	f	f	X
fuelectenerg-12560	268	3	)	)	PUNCT
fuelectenerg-12560	268	4	of	of	ADP
fuelectenerg-12560	268	5	constituent	constituent	NOUN
fuelectenerg-12560	268	6	dogecoin	dogecoin	NOUN
fuelectenerg-12560	268	7	.	.	PUNCT
fuelectenerg-12560	269	1	(	(	PUNCT
fuelectenerg-12560	269	2	g	g	NOUN
fuelectenerg-12560	269	3	)	)	PUNCT
fuelectenerg-12560	269	4	of	of	ADP
fuelectenerg-12560	269	5	constituent	constituent	NOUN
fuelectenerg-12560	269	6	ethereum	ethereum	NOUN
fuelectenerg-12560	269	7	.	.	PUNCT
fuelectenerg-12560	270	1	(	(	PUNCT
fuelectenerg-12560	270	2	h	h	NOUN
fuelectenerg-12560	270	3	)	)	PUNCT
fuelectenerg-12560	270	4	of	of	ADP
fuelectenerg-12560	270	5	constituent	constituent	ADJ
fuelectenerg-12560	270	6	solana	solana	PROPN
fuelectenerg-12560	270	7	.	.	PUNCT
fuelectenerg-12560	271	1	(	(	PUNCT
fuelectenerg-12560	271	2	i	i	NOUN
fuelectenerg-12560	271	3	)	)	PUNCT
fuelectenerg-12560	271	4	of	of	ADP
fuelectenerg-12560	271	5	constituent	constituent	NOUN
fuelectenerg-12560	271	6	tether	tether	NOUN
fuelectenerg-12560	271	7	.	.	PUNCT
fuelectenerg-12560	272	1	(	(	PUNCT
fuelectenerg-12560	272	2	j	j	NOUN
fuelectenerg-12560	272	3	)	)	PUNCT
fuelectenerg-12560	272	4	of	of	ADP
fuelectenerg-12560	272	5	constituent	constituent	NOUN
fuelectenerg-12560	272	6	tron	tron	NOUN
fuelectenerg-12560	272	7	.	.	PUNCT
fuelectenerg-12560	273	1	(	(	PUNCT
fuelectenerg-12560	273	2	k	k	NOUN
fuelectenerg-12560	273	3	)	)	PUNCT
fuelectenerg-12560	273	4	of	of	ADP
fuelectenerg-12560	273	5	constituent	constituent	NOUN
fuelectenerg-12560	273	6	usdcoin	usdcoin	NOUN
fuelectenerg-12560	273	7	.	.	PUNCT
fuelectenerg-12560	274	1	(	(	PUNCT
fuelectenerg-12560	274	2	l	l	NOUN
fuelectenerg-12560	274	3	)	)	PUNCT
fuelectenerg-12560	274	4	of	of	ADP
fuelectenerg-12560	274	5	constituent	constituent	NOUN
fuelectenerg-12560	274	6	xrp	xrp	PROPN
fuelectenerg-12560	274	7	.	.	PUNCT
fuelectenerg-12560	275	1	source	source	NOUN
fuelectenerg-12560	275	2	:	:	PUNCT
fuelectenerg-12560	275	3	figure	figure	NOUN
fuelectenerg-12560	275	4	by	by	ADP
fuelectenerg-12560	275	5	authors	author	NOUN
fuelectenerg-12560	275	6	222	222	NUM
fuelectenerg-12560	275	7	y.	y.	PROPN
fuelectenerg-12560	275	8	a.	a.	PROPN
fuelectenerg-12560	275	9	ünvan	ünvan	PROPN
fuelectenerg-12560	275	10	,	,	PUNCT
fuelectenerg-12560	275	11	c.	c.	PROPN
fuelectenerg-12560	275	12	ergenç	ergenç	PROPN
fuelectenerg-12560	276	1	4	4	X
fuelectenerg-12560	276	2	.	.	NOUN
fuelectenerg-12560	276	3	results	result	NOUN
fuelectenerg-12560	276	4	in	in	ADP
fuelectenerg-12560	276	5	this	this	DET
fuelectenerg-12560	276	6	section	section	NOUN
fuelectenerg-12560	276	7	,	,	PUNCT
fuelectenerg-12560	276	8	the	the	DET
fuelectenerg-12560	276	9	results	result	NOUN
fuelectenerg-12560	276	10	obtained	obtain	VERB
fuelectenerg-12560	276	11	using	use	VERB
fuelectenerg-12560	276	12	the	the	DET
fuelectenerg-12560	276	13	methods	method	NOUN
fuelectenerg-12560	276	14	of	of	ADP
fuelectenerg-12560	276	15	decision	decision	NOUN
fuelectenerg-12560	276	16	trees	tree	NOUN
fuelectenerg-12560	276	17	,	,	PUNCT
fuelectenerg-12560	276	18	random	random	ADJ
fuelectenerg-12560	276	19	forests	forest	NOUN
fuelectenerg-12560	276	20	,	,	PUNCT
fuelectenerg-12560	276	21	k	k	X
fuelectenerg-12560	276	22	-	-	PUNCT
fuelectenerg-12560	276	23	nearest	near	ADJ
fuelectenerg-12560	276	24	neighbors	neighbor	NOUN
fuelectenerg-12560	276	25	(	(	PUNCT
fuelectenerg-12560	276	26	knn	knn	PROPN
fuelectenerg-12560	276	27	)	)	PUNCT
fuelectenerg-12560	276	28	,	,	PUNCT
fuelectenerg-12560	276	29	gradient	gradient	NOUN
fuelectenerg-12560	276	30	boosting	boost	VERB
fuelectenerg-12560	276	31	machine	machine	NOUN
fuelectenerg-12560	276	32	(	(	PUNCT
fuelectenerg-12560	276	33	gbm	gbm	NOUN
fuelectenerg-12560	276	34	)	)	PUNCT
fuelectenerg-12560	276	35	,	,	PUNCT
fuelectenerg-12560	276	36	lightgbm	lightgbm	ADJ
fuelectenerg-12560	276	37	,	,	PUNCT
fuelectenerg-12560	276	38	xgboost	xgboost	ADV
fuelectenerg-12560	276	39	,	,	PUNCT
fuelectenerg-12560	276	40	catboost	catboost	ADJ
fuelectenerg-12560	276	41	,	,	PUNCT
fuelectenerg-12560	276	42	artificial	artificial	ADJ
fuelectenerg-12560	276	43	neural	neural	ADJ
fuelectenerg-12560	276	44	networks	network	NOUN
fuelectenerg-12560	276	45	(	(	PUNCT
fuelectenerg-12560	276	46	ann	ann	PROPN
fuelectenerg-12560	276	47	)	)	PUNCT
fuelectenerg-12560	276	48	,	,	PUNCT
fuelectenerg-12560	276	49	convolutional	convolutional	ADJ
fuelectenerg-12560	276	50	neural	neural	ADJ
fuelectenerg-12560	276	51	networks	network	NOUN
fuelectenerg-12560	276	52	(	(	PUNCT
fuelectenerg-12560	276	53	cnns	cnns	PROPN
fuelectenerg-12560	276	54	)	)	PUNCT
fuelectenerg-12560	276	55	,	,	PUNCT
fuelectenerg-12560	276	56	recurrent	recurrent	ADJ
fuelectenerg-12560	276	57	neural	neural	ADJ
fuelectenerg-12560	276	58	networks	network	NOUN
fuelectenerg-12560	276	59	(	(	PUNCT
fuelectenerg-12560	276	60	rnns	rnns	PROPN
fuelectenerg-12560	276	61	)	)	PUNCT
fuelectenerg-12560	276	62	,	,	PUNCT
fuelectenerg-12560	276	63	and	and	CCONJ
fuelectenerg-12560	276	64	long	long	ADJ
fuelectenerg-12560	276	65	short	short	ADJ
fuelectenerg-12560	276	66	-	-	PUNCT
fuelectenerg-12560	276	67	term	term	NOUN
fuelectenerg-12560	276	68	memory	memory	NOUN
fuelectenerg-12560	276	69	networks	network	NOUN
fuelectenerg-12560	276	70	(	(	PUNCT
fuelectenerg-12560	276	71	lstms	lstms	ADJ
fuelectenerg-12560	276	72	)	)	PUNCT
fuelectenerg-12560	276	73	have	have	AUX
fuelectenerg-12560	276	74	been	be	AUX
fuelectenerg-12560	276	75	examined	examine	VERB
fuelectenerg-12560	276	76	.	.	PUNCT
fuelectenerg-12560	277	1	the	the	DET
fuelectenerg-12560	277	2	results	result	NOUN
fuelectenerg-12560	277	3	have	have	AUX
fuelectenerg-12560	277	4	been	be	AUX
fuelectenerg-12560	277	5	compared	compare	VERB
fuelectenerg-12560	277	6	using	use	VERB
fuelectenerg-12560	277	7	the	the	DET
fuelectenerg-12560	277	8	mse	mse	NOUN
fuelectenerg-12560	277	9	,	,	PUNCT
fuelectenerg-12560	277	10	rmse	rmse	NOUN
fuelectenerg-12560	277	11	,	,	PUNCT
fuelectenerg-12560	277	12	and	and	CCONJ
fuelectenerg-12560	277	13	mae	mae	PROPN
fuelectenerg-12560	277	14	criteria	criterion	NOUN
fuelectenerg-12560	277	15	.	.	PUNCT
fuelectenerg-12560	278	1	the	the	DET
fuelectenerg-12560	278	2	mathematical	mathematical	ADJ
fuelectenerg-12560	278	3	expressions	expression	NOUN
fuelectenerg-12560	278	4	are	be	AUX
fuelectenerg-12560	278	5	given	give	VERB
fuelectenerg-12560	278	6	below	below	ADV
fuelectenerg-12560	278	7	.	.	PUNCT
fuelectenerg-12560	279	1	mse	mse	NOUN
fuelectenerg-12560	279	2	=	=	SYM
fuelectenerg-12560	279	3	21	21	NUM
fuelectenerg-12560	279	4	ˆ	ˆ	NOUN
fuelectenerg-12560	279	5	(	(	PUNCT
fuelectenerg-12560	279	6	)	)	PUNCT
fuelectenerg-12560	279	7	i	i	PRON
fuelectenerg-12560	279	8	iy	iy	INTJ
fuelectenerg-12560	279	9	y	y	PROPN
fuelectenerg-12560	279	10	n	n	PRON
fuelectenerg-12560	279	11	−	−	NUM
fuelectenerg-12560	279	12	(	(	PUNCT
fuelectenerg-12560	279	13	1	1	NUM
fuelectenerg-12560	279	14	)	)	PUNCT
fuelectenerg-12560	279	15	rmse	rmse	NOUN
fuelectenerg-12560	279	16	=	=	SYM
fuelectenerg-12560	279	17	21	21	NUM
fuelectenerg-12560	279	18	ˆ	ˆ	NOUN
fuelectenerg-12560	279	19	(	(	PUNCT
fuelectenerg-12560	279	20	)	)	PUNCT
fuelectenerg-12560	279	21	i	i	PRON
fuelectenerg-12560	279	22	iy	iy	INTJ
fuelectenerg-12560	279	23	y	y	PROPN
fuelectenerg-12560	279	24	n	n	PRON
fuelectenerg-12560	279	25	−	−	NOUN
fuelectenerg-12560	279	26	(	(	PUNCT
fuelectenerg-12560	279	27	2	2	NUM
fuelectenerg-12560	279	28	)	)	PUNCT
fuelectenerg-12560	279	29	mae	mae	PROPN
fuelectenerg-12560	279	30	=	=	SYM
fuelectenerg-12560	279	31	1	1	NUM
fuelectenerg-12560	279	32	ˆ	ˆ	X
fuelectenerg-12560	279	33	iy	iy	PROPN
fuelectenerg-12560	279	34	y	y	PROPN
fuelectenerg-12560	279	35	n	n	PRON
fuelectenerg-12560	279	36	−	−	NUM
fuelectenerg-12560	279	37	(	(	PUNCT
fuelectenerg-12560	279	38	3	3	X
fuelectenerg-12560	279	39	)	)	PUNCT
fuelectenerg-12560	279	40	the	the	DET
fuelectenerg-12560	279	41	mse	mse	PROPN
fuelectenerg-12560	279	42	,	,	PUNCT
fuelectenerg-12560	279	43	rmse	rmse	NOUN
fuelectenerg-12560	279	44	,	,	PUNCT
fuelectenerg-12560	279	45	and	and	CCONJ
fuelectenerg-12560	279	46	mae	mae	PROPN
fuelectenerg-12560	279	47	values	value	NOUN
fuelectenerg-12560	279	48	obtained	obtain	VERB
fuelectenerg-12560	279	49	for	for	ADP
fuelectenerg-12560	279	50	the	the	DET
fuelectenerg-12560	279	51	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	279	52	aave	aave	VERB
fuelectenerg-12560	279	53	,	,	PUNCT
fuelectenerg-12560	279	54	binancecoin	binancecoin	NOUN
fuelectenerg-12560	279	55	,	,	PUNCT
fuelectenerg-12560	279	56	bitcoin	bitcoin	X
fuelectenerg-12560	279	57	,	,	PUNCT
fuelectenerg-12560	279	58	cardano	cardano	NOUN
fuelectenerg-12560	279	59	,	,	PUNCT
fuelectenerg-12560	279	60	cosmos	cosmos	PROPN
fuelectenerg-12560	279	61	,	,	PUNCT
fuelectenerg-12560	279	62	dogecoin	dogecoin	NOUN
fuelectenerg-12560	279	63	,	,	PUNCT
fuelectenerg-12560	279	64	ethereum	ethereum	NOUN
fuelectenerg-12560	279	65	,	,	PUNCT
fuelectenerg-12560	279	66	solana	solana	PROPN
fuelectenerg-12560	279	67	,	,	PUNCT
fuelectenerg-12560	279	68	tether	tether	NOUN
fuelectenerg-12560	279	69	,	,	PUNCT
fuelectenerg-12560	279	70	tron	tron	PROPN
fuelectenerg-12560	279	71	,	,	PUNCT
fuelectenerg-12560	279	72	usdcoin	usdcoin	PROPN
fuelectenerg-12560	279	73	,	,	PUNCT
fuelectenerg-12560	279	74	and	and	CCONJ
fuelectenerg-12560	279	75	xrp	xrp	PROPN
fuelectenerg-12560	279	76	are	be	AUX
fuelectenerg-12560	279	77	provided	provide	VERB
fuelectenerg-12560	279	78	in	in	ADP
fuelectenerg-12560	279	79	table	table	NOUN
fuelectenerg-12560	279	80	4	4	NUM
fuelectenerg-12560	279	81	and	and	CCONJ
fuelectenerg-12560	279	82	table	table	NOUN
fuelectenerg-12560	279	83	5	5	NUM
fuelectenerg-12560	279	84	.	.	PUNCT
fuelectenerg-12560	279	85	table	table	NOUN
fuelectenerg-12560	279	86	4	4	NUM
fuelectenerg-12560	279	87	mse	mse	NOUN
fuelectenerg-12560	279	88	,	,	PUNCT
fuelectenerg-12560	279	89	rmse	rmse	NOUN
fuelectenerg-12560	279	90	and	and	CCONJ
fuelectenerg-12560	279	91	mae	mae	PROPN
fuelectenerg-12560	279	92	value	value	NOUN
fuelectenerg-12560	279	93	for	for	ADP
fuelectenerg-12560	279	94	aave	aave	PROPN
fuelectenerg-12560	279	95	,	,	PUNCT
fuelectenerg-12560	279	96	binancecoin	binancecoin	NOUN
fuelectenerg-12560	279	97	,	,	PUNCT
fuelectenerg-12560	279	98	bitcoin	bitcoin	X
fuelectenerg-12560	279	99	,	,	PUNCT
fuelectenerg-12560	279	100	cardano	cardano	NOUN
fuelectenerg-12560	279	101	,	,	PUNCT
fuelectenerg-12560	279	102	cosmos	cosmos	PROPN
fuelectenerg-12560	279	103	,	,	PUNCT
fuelectenerg-12560	279	104	dogecoin	dogecoin	NOUN
fuelectenerg-12560	279	105	,	,	PUNCT
fuelectenerg-12560	279	106	ethereum	ethereum	NOUN
fuelectenerg-12560	279	107	,	,	PUNCT
fuelectenerg-12560	279	108	solana	solana	PROPN
fuelectenerg-12560	279	109	,	,	PUNCT
fuelectenerg-12560	279	110	tether	tether	NOUN
fuelectenerg-12560	279	111	,	,	PUNCT
fuelectenerg-12560	279	112	tron	tron	PROPN
fuelectenerg-12560	279	113	,	,	PUNCT
fuelectenerg-12560	279	114	usdcoin	usdcoin	PROPN
fuelectenerg-12560	279	115	,	,	PUNCT
fuelectenerg-12560	279	116	and	and	CCONJ
fuelectenerg-12560	279	117	xrp	xrp	PROPN
fuelectenerg-12560	279	118	aave	aave	PROPN
fuelectenerg-12560	279	119	binancecoin	binancecoin	PROPN
fuelectenerg-12560	279	120	mse	mse	PROPN
fuelectenerg-12560	279	121	rmse	rmse	PROPN
fuelectenerg-12560	279	122	mae	mae	PROPN
fuelectenerg-12560	279	123	mse	mse	PROPN
fuelectenerg-12560	279	124	rmse	rmse	PROPN
fuelectenerg-12560	279	125	mae	mae	PROPN
fuelectenerg-12560	279	126	decision	decision	NOUN
fuelectenerg-12560	279	127	trees	tree	VERB
fuelectenerg-12560	279	128	418.708	418.708	NUM
fuelectenerg-12560	279	129	20.462	20.462	NUM
fuelectenerg-12560	279	130	13.388	13.388	NUM
fuelectenerg-12560	279	131	54.428	54.428	NUM
fuelectenerg-12560	279	132	7.377	7.377	NUM
fuelectenerg-12560	279	133	1.865	1.865	NUM
fuelectenerg-12560	279	134	random	random	ADJ
fuelectenerg-12560	279	135	forests	forest	NOUN
fuelectenerg-12560	279	136	229.562	229.562	NUM
fuelectenerg-12560	279	137	15.151	15.151	NUM
fuelectenerg-12560	279	138	9.78	9.78	NUM
fuelectenerg-12560	279	139	20.659	20.659	NUM
fuelectenerg-12560	279	140	4.545	4.545	NUM
fuelectenerg-12560	279	141	1.398	1.398	NUM
fuelectenerg-12560	279	142	knn	knn	NOUN
fuelectenerg-12560	279	143	463.522	463.522	NUM
fuelectenerg-12560	280	1	21.529	21.529	NUM
fuelectenerg-12560	280	2	15.641	15.641	NUM
fuelectenerg-12560	280	3	43.932	43.932	NUM
fuelectenerg-12560	280	4	6.628	6.628	NUM
fuelectenerg-12560	280	5	2.309	2.309	NUM
fuelectenerg-12560	280	6	gbm	gbm	PROPN
fuelectenerg-12560	280	7	275.487	275.487	NUM
fuelectenerg-12560	280	8	16.597	16.597	NUM
fuelectenerg-12560	280	9	11.52	11.52	NUM
fuelectenerg-12560	280	10	17.365	17.365	NUM
fuelectenerg-12560	280	11	4.167	4.167	NUM
fuelectenerg-12560	280	12	1.399	1.399	NUM
fuelectenerg-12560	280	13	lightgbm	lightgbm	VERB
fuelectenerg-12560	280	14	285.093	285.093	NUM
fuelectenerg-12560	280	15	16.884	16.884	NUM
fuelectenerg-12560	280	16	12.097	12.097	NUM
fuelectenerg-12560	280	17	24.586	24.586	NUM
fuelectenerg-12560	280	18	4.958	4.958	NUM
fuelectenerg-12560	280	19	1.517	1.517	NUM
fuelectenerg-12560	280	20	xgboost	xgboost	ADP
fuelectenerg-12560	280	21	33.012	33.012	NUM
fuelectenerg-12560	280	22	5.745	5.745	NUM
fuelectenerg-12560	280	23	3.647	3.647	NUM
fuelectenerg-12560	280	24	5.822	5.822	NUM
fuelectenerg-12560	280	25	2.412	2.412	NUM
fuelectenerg-12560	280	26	0.758	0.758	NUM
fuelectenerg-12560	280	27	catboost	catboost	NOUN
fuelectenerg-12560	280	28	1013.619	1013.619	NUM
fuelectenerg-12560	280	29	31.837	31.837	NUM
fuelectenerg-12560	280	30	21.028	21.028	NUM
fuelectenerg-12560	280	31	66507.27	66507.27	NUM
fuelectenerg-12560	280	32	257.89	257.89	NUM
fuelectenerg-12560	280	33	172.51	172.51	NUM
fuelectenerg-12560	280	34	ann	ann	PROPN
fuelectenerg-12560	280	35	316.178	316.178	NUM
fuelectenerg-12560	280	36	17.781	17.781	NUM
fuelectenerg-12560	280	37	13.629	13.629	NUM
fuelectenerg-12560	280	38	14.794	14.794	NUM
fuelectenerg-12560	280	39	3.846	3.846	NUM
fuelectenerg-12560	280	40	1.416	1.416	NUM
fuelectenerg-12560	280	41	cnns	cnn	NOUN
fuelectenerg-12560	280	42	0.0007	0.0007	NUM
fuelectenerg-12560	280	43	0.027	0.027	NUM
fuelectenerg-12560	280	44	0.017	0.017	NUM
fuelectenerg-12560	280	45	0.014	0.014	NUM
fuelectenerg-12560	280	46	0.121	0.121	NUM
fuelectenerg-12560	280	47	0.079	0.079	NUM
fuelectenerg-12560	280	48	rnns	rnns	NOUN
fuelectenerg-12560	280	49	0.0034	0.0034	NUM
fuelectenerg-12560	280	50	0.058	0.058	NUM
fuelectenerg-12560	280	51	0.042	0.042	NUM
fuelectenerg-12560	280	52	0.109	0.109	NUM
fuelectenerg-12560	280	53	0.33	0.33	NUM
fuelectenerg-12560	280	54	0.215	0.215	NUM
fuelectenerg-12560	280	55	lstms	lstms	NOUN
fuelectenerg-12560	280	56	0.015	0.015	NUM
fuelectenerg-12560	280	57	0.125	0.125	NUM
fuelectenerg-12560	280	58	0.107	0.107	NUM
fuelectenerg-12560	280	59	0.02	0.02	NUM
fuelectenerg-12560	280	60	0.144	0.144	NUM
fuelectenerg-12560	280	61	0.096	0.096	NUM
fuelectenerg-12560	280	62	bitcoin	bitcoin	PROPN
fuelectenerg-12560	280	63	cardano	cardano	PROPN
fuelectenerg-12560	280	64	mse	mse	PROPN
fuelectenerg-12560	280	65	rmse	rmse	PROPN
fuelectenerg-12560	280	66	mae	mae	PROPN
fuelectenerg-12560	280	67	mse	mse	PROPN
fuelectenerg-12560	280	68	rmse	rmse	PROPN
fuelectenerg-12560	280	69	mae	mae	PROPN
fuelectenerg-12560	280	70	decision	decision	NOUN
fuelectenerg-12560	280	71	trees	tree	VERB
fuelectenerg-12560	280	72	76726.6	76726.6	NUM
fuelectenerg-12560	280	73	276.995	276.995	NUM
fuelectenerg-12560	280	74	109.151	109.151	NUM
fuelectenerg-12560	280	75	0.001	0.001	NUM
fuelectenerg-12560	280	76	0.037	0.037	NUM
fuelectenerg-12560	280	77	0.012	0.012	NUM
fuelectenerg-12560	280	78	random	random	ADJ
fuelectenerg-12560	280	79	forests	forest	NOUN
fuelectenerg-12560	280	80	53947.48	53947.48	NUM
fuelectenerg-12560	280	81	232.265	232.265	NUM
fuelectenerg-12560	280	82	90.785	90.785	NUM
fuelectenerg-12560	280	83	0.0004	0.0004	NUM
fuelectenerg-12560	280	84	0.021	0.021	NUM
fuelectenerg-12560	280	85	0.008	0.008	NUM
fuelectenerg-12560	280	86	knn	knn	PROPN
fuelectenerg-12560	280	87	248067.6	248067.6	NUM
fuelectenerg-12560	280	88	498.063	498.063	NUM
fuelectenerg-12560	280	89	213.448	213.448	NUM
fuelectenerg-12560	280	90	0.0011	0.0011	NUM
fuelectenerg-12560	280	91	0.033	0.033	NUM
fuelectenerg-12560	280	92	0.015	0.015	NUM
fuelectenerg-12560	280	93	gbm	gbm	PROPN
fuelectenerg-12560	280	94	73052.82	73052.82	NUM
fuelectenerg-12560	280	95	270.282	270.282	NUM
fuelectenerg-12560	280	96	118.201	118.201	NUM
fuelectenerg-12560	280	97	0.0004	0.0004	NUM
fuelectenerg-12560	280	98	0.02	0.02	NUM
fuelectenerg-12560	280	99	0.008	0.008	NUM
fuelectenerg-12560	280	100	lightgbm	lightgbm	VERB
fuelectenerg-12560	280	101	115722.3	115722.3	NUM
fuelectenerg-12560	280	102	340.179	340.179	NUM
fuelectenerg-12560	280	103	113.87	113.87	NUM
fuelectenerg-12560	280	104	0.0008	0.0008	NUM
fuelectenerg-12560	280	105	0.029	0.029	NUM
fuelectenerg-12560	280	106	0.01	0.01	NUM
fuelectenerg-12560	280	107	xgboost	xgboost	ADV
fuelectenerg-12560	280	108	81810.14	81810.14	NUM
fuelectenerg-12560	280	109	286.02	286.02	NUM
fuelectenerg-12560	280	110	88.537	88.537	NUM
fuelectenerg-12560	280	111	0.0001	0.0001	NUM
fuelectenerg-12560	280	112	0.01	0.01	NUM
fuelectenerg-12560	280	113	0.004	0.004	NUM
fuelectenerg-12560	280	114	catboost	catboost	NOUN
fuelectenerg-12560	280	115	3.32e+08	3.32e+08	NUM
fuelectenerg-12560	280	116	18207.52	18207.52	NUM
fuelectenerg-12560	280	117	10177.2	10177.2	NUM
fuelectenerg-12560	280	118	0.328	0.328	NUM
fuelectenerg-12560	280	119	0.573	0.573	NUM
fuelectenerg-12560	280	120	0.573	0.573	NUM
fuelectenerg-12560	280	121	ann	ann	PROPN
fuelectenerg-12560	280	122	66318.21	66318.21	NUM
fuelectenerg-12560	280	123	257.523	257.523	NUM
fuelectenerg-12560	280	124	117.74	117.74	NUM
fuelectenerg-12560	280	125	0.0004	0.0004	NUM
fuelectenerg-12560	280	126	0.021	0.021	NUM
fuelectenerg-12560	280	127	0.012	0.012	NUM
fuelectenerg-12560	280	128	cnns	cnn	NOUN
fuelectenerg-12560	280	129	0.0001	0.0001	NUM
fuelectenerg-12560	280	130	0.012	0.012	NUM
fuelectenerg-12560	280	131	0.008	0.008	NUM
fuelectenerg-12560	280	132	0.0018	0.0018	NUM
fuelectenerg-12560	280	133	0.042	0.042	NUM
fuelectenerg-12560	280	134	0.034	0.034	NUM
fuelectenerg-12560	280	135	rnns	rnns	NOUN
fuelectenerg-12560	280	136	0.002	0.002	NUM
fuelectenerg-12560	280	137	0.044	0.044	NUM
fuelectenerg-12560	280	138	0.024	0.024	NUM
fuelectenerg-12560	280	139	0.008	0.008	NUM
fuelectenerg-12560	280	140	0.094	0.094	NUM
fuelectenerg-12560	280	141	0.067	0.067	NUM
fuelectenerg-12560	280	142	lstms	lstms	NOUN
fuelectenerg-12560	280	143	0.0022	0.0022	NUM
fuelectenerg-12560	280	144	0.047	0.047	NUM
fuelectenerg-12560	280	145	0.024	0.024	NUM
fuelectenerg-12560	280	146	0.005	0.005	NUM
fuelectenerg-12560	280	147	0.073	0.073	NUM
fuelectenerg-12560	280	148	0.051	0.051	NUM
fuelectenerg-12560	280	149	a	a	DET
fuelectenerg-12560	280	150	comprehensive	comprehensive	ADJ
fuelectenerg-12560	280	151	comparative	comparative	ADJ
fuelectenerg-12560	280	152	study	study	NOUN
fuelectenerg-12560	280	153	of	of	ADP
fuelectenerg-12560	280	154	machine	machine	NOUN
fuelectenerg-12560	280	155	learning	learning	NOUN
fuelectenerg-12560	280	156	models	model	NOUN
fuelectenerg-12560	280	157	for	for	ADP
fuelectenerg-12560	280	158	predicting	predict	VERB
fuelectenerg-12560	280	159	cryptocurrency	cryptocurrency	NOUN
fuelectenerg-12560	280	160	223	223	NUM
fuelectenerg-12560	280	161	cosmos	cosmos	PROPN
fuelectenerg-12560	280	162	dogecoin	dogecoin	PROPN
fuelectenerg-12560	280	163	mse	mse	PROPN
fuelectenerg-12560	280	164	rmse	rmse	PROPN
fuelectenerg-12560	280	165	mae	mae	PROPN
fuelectenerg-12560	280	166	mse	mse	PROPN
fuelectenerg-12560	280	167	rmse	rmse	PROPN
fuelectenerg-12560	280	168	mae	mae	PROPN
fuelectenerg-12560	280	169	decision	decision	NOUN
fuelectenerg-12560	280	170	trees	tree	VERB
fuelectenerg-12560	280	171	0.469	0.469	NUM
fuelectenerg-12560	280	172	0.685	0.685	NUM
fuelectenerg-12560	280	173	0.355	0.355	NUM
fuelectenerg-12560	280	174	0.00001	0.00001	NUM
fuelectenerg-12560	280	175	0.003	0.003	NUM
fuelectenerg-12560	280	176	0.0005	0.0005	NUM
fuelectenerg-12560	280	177	random	random	ADJ
fuelectenerg-12560	280	178	forests	forest	NOUN
fuelectenerg-12560	280	179	0.192	0.192	NUM
fuelectenerg-12560	280	180	0.438	0.438	NUM
fuelectenerg-12560	280	181	0.238	0.238	NUM
fuelectenerg-12560	280	182	0.00006	0.00006	NUM
fuelectenerg-12560	280	183	0.002	0.002	NUM
fuelectenerg-12560	280	184	0.0004	0.0004	NUM
fuelectenerg-12560	280	185	knn	knn	NOUN
fuelectenerg-12560	280	186	0.418	0.418	NUM
fuelectenerg-12560	280	187	0.646	0.646	NUM
fuelectenerg-12560	280	188	0.388	0.388	NUM
fuelectenerg-12560	280	189	0.00004	0.00004	NUM
fuelectenerg-12560	280	190	0.006	0.006	NUM
fuelectenerg-12560	280	191	0.0009	0.0009	NUM
fuelectenerg-12560	280	192	gbm	gbm	NOUN
fuelectenerg-12560	280	193	0.2145	0.2145	NUM
fuelectenerg-12560	280	194	0.463	0.463	NUM
fuelectenerg-12560	280	195	0.248	0.248	NUM
fuelectenerg-12560	280	196	0.000008	0.000008	NUM
fuelectenerg-12560	280	197	0.002	0.002	NUM
fuelectenerg-12560	280	198	0.0004	0.0004	NUM
fuelectenerg-12560	280	199	lightgbm	lightgbm	VERB
fuelectenerg-12560	280	200	0.213	0.213	NUM
fuelectenerg-12560	280	201	0.461	0.461	NUM
fuelectenerg-12560	280	202	0.265	0.265	NUM
fuelectenerg-12560	280	203	0.00006	0.00006	NUM
fuelectenerg-12560	280	204	0.008	0.008	NUM
fuelectenerg-12560	280	205	0.0011	0.0011	NUM
fuelectenerg-12560	280	206	xgboost	xgboost	ADP
fuelectenerg-12560	280	207	0.039	0.039	NUM
fuelectenerg-12560	280	208	0.198	0.198	NUM
fuelectenerg-12560	280	209	0.112	0.112	NUM
fuelectenerg-12560	280	210	0.00005	0.00005	NUM
fuelectenerg-12560	280	211	0.002	0.002	NUM
fuelectenerg-12560	280	212	0.0003	0.0003	NUM
fuelectenerg-12560	280	213	catboost	catboost	VERB
fuelectenerg-12560	280	214	104.81	104.81	NUM
fuelectenerg-12560	280	215	10.237	10.237	NUM
fuelectenerg-12560	280	216	8.834	8.834	NUM
fuelectenerg-12560	280	217	0.019	0.019	NUM
fuelectenerg-12560	280	218	0.137	0.137	NUM
fuelectenerg-12560	280	219	0.056	0.056	NUM
fuelectenerg-12560	280	220	ann	ann	PROPN
fuelectenerg-12560	280	221	0.117	0.117	NUM
fuelectenerg-12560	280	222	0.342	0.342	NUM
fuelectenerg-12560	280	223	0.201	0.201	NUM
fuelectenerg-12560	280	224	0.00001	0.00001	NUM
fuelectenerg-12560	280	225	0.004	0.004	NUM
fuelectenerg-12560	280	226	0.0013	0.0013	NUM
fuelectenerg-12560	280	227	cnns	cnn	NOUN
fuelectenerg-12560	280	228	0.003	0.003	NUM
fuelectenerg-12560	280	229	0.052	0.052	NUM
fuelectenerg-12560	280	230	0.041	0.041	NUM
fuelectenerg-12560	280	231	0.031	0.031	NUM
fuelectenerg-12560	280	232	0.177	0.177	NUM
fuelectenerg-12560	280	233	0.071	0.071	NUM
fuelectenerg-12560	280	234	rnns	rnns	PROPN
fuelectenerg-12560	280	235	0.013	0.013	NUM
fuelectenerg-12560	280	236	0.115	0.115	NUM
fuelectenerg-12560	280	237	0.099	0.099	NUM
fuelectenerg-12560	280	238	0.0096	0.0096	NUM
fuelectenerg-12560	280	239	0.098	0.098	NUM
fuelectenerg-12560	280	240	0.039	0.039	NUM
fuelectenerg-12560	280	241	lstms	lstms	NOUN
fuelectenerg-12560	280	242	0.0022	0.0022	NUM
fuelectenerg-12560	280	243	0.047	0.047	NUM
fuelectenerg-12560	280	244	0.039	0.039	NUM
fuelectenerg-12560	280	245	0.0009	0.0009	NUM
fuelectenerg-12560	280	246	0.031	0.031	NUM
fuelectenerg-12560	280	247	0.012	0.012	NUM
fuelectenerg-12560	280	248	table	table	NOUN
fuelectenerg-12560	280	249	5	5	NUM
fuelectenerg-12560	280	250	mse	mse	NOUN
fuelectenerg-12560	280	251	,	,	PUNCT
fuelectenerg-12560	280	252	rmse	rmse	NOUN
fuelectenerg-12560	280	253	and	and	CCONJ
fuelectenerg-12560	280	254	mae	mae	PROPN
fuelectenerg-12560	280	255	value	value	NOUN
fuelectenerg-12560	280	256	for	for	ADP
fuelectenerg-12560	280	257	aave	aave	PROPN
fuelectenerg-12560	280	258	,	,	PUNCT
fuelectenerg-12560	280	259	binancecoin	binancecoin	NOUN
fuelectenerg-12560	280	260	,	,	PUNCT
fuelectenerg-12560	280	261	bitcoin	bitcoin	X
fuelectenerg-12560	280	262	,	,	PUNCT
fuelectenerg-12560	280	263	cardano	cardano	NOUN
fuelectenerg-12560	280	264	,	,	PUNCT
fuelectenerg-12560	280	265	cosmos	cosmos	PROPN
fuelectenerg-12560	280	266	,	,	PUNCT
fuelectenerg-12560	280	267	dogecoin	dogecoin	NOUN
fuelectenerg-12560	280	268	,	,	PUNCT
fuelectenerg-12560	280	269	ethereum	ethereum	NOUN
fuelectenerg-12560	280	270	,	,	PUNCT
fuelectenerg-12560	280	271	solana	solana	PROPN
fuelectenerg-12560	280	272	,	,	PUNCT
fuelectenerg-12560	280	273	tether	tether	NOUN
fuelectenerg-12560	280	274	,	,	PUNCT
fuelectenerg-12560	280	275	tron	tron	PROPN
fuelectenerg-12560	280	276	,	,	PUNCT
fuelectenerg-12560	280	277	usdcoin	usdcoin	PROPN
fuelectenerg-12560	280	278	,	,	PUNCT
fuelectenerg-12560	280	279	and	and	CCONJ
fuelectenerg-12560	280	280	xrp	xrp	PROPN
fuelectenerg-12560	280	281	ethereum	ethereum	PROPN
fuelectenerg-12560	280	282	solana	solana	PROPN
fuelectenerg-12560	280	283	mse	mse	PROPN
fuelectenerg-12560	280	284	rmse	rmse	PROPN
fuelectenerg-12560	280	285	mae	mae	PROPN
fuelectenerg-12560	280	286	mse	mse	PROPN
fuelectenerg-12560	280	287	rmse	rmse	PROPN
fuelectenerg-12560	280	288	mae	mae	PROPN
fuelectenerg-12560	280	289	decision	decision	NOUN
fuelectenerg-12560	280	290	trees	tree	VERB
fuelectenerg-12560	280	291	547.753	547.753	NUM
fuelectenerg-12560	280	292	23.404	23.404	NUM
fuelectenerg-12560	280	293	9.83	9.83	NUM
fuelectenerg-12560	280	294	1.101	1.101	NUM
fuelectenerg-12560	280	295	1.049	1.049	NUM
fuelectenerg-12560	280	296	0.564	0.564	NUM
fuelectenerg-12560	280	297	random	random	ADJ
fuelectenerg-12560	280	298	forests	forest	NOUN
fuelectenerg-12560	280	299	376.747	376.747	NUM
fuelectenerg-12560	280	300	19.409	19.409	NUM
fuelectenerg-12560	280	301	8.327	8.327	NUM
fuelectenerg-12560	280	302	0.626	0.626	NUM
fuelectenerg-12560	280	303	0.791	0.791	NUM
fuelectenerg-12560	280	304	0.419	0.419	NUM
fuelectenerg-12560	280	305	knn	knn	PROPN
fuelectenerg-12560	280	306	1379.609	1379.609	NUM
fuelectenerg-12560	280	307	37.143	37.143	NUM
fuelectenerg-12560	280	308	16.824	16.824	NUM
fuelectenerg-12560	280	309	1.986	1.986	NUM
fuelectenerg-12560	280	310	1.409	1.409	NUM
fuelectenerg-12560	280	311	0.67	0.67	NUM
fuelectenerg-12560	280	312	gbm	gbm	PROPN
fuelectenerg-12560	280	313	386.734	386.734	NUM
fuelectenerg-12560	280	314	19.665	19.665	NUM
fuelectenerg-12560	280	315	8.967	8.967	NUM
fuelectenerg-12560	280	316	0.906	0.906	NUM
fuelectenerg-12560	280	317	0.952	0.952	NUM
fuelectenerg-12560	280	318	0.524	0.524	NUM
fuelectenerg-12560	280	319	lightgbm	lightgbm	VERB
fuelectenerg-12560	280	320	444.698	444.698	NUM
fuelectenerg-12560	280	321	21.087	21.087	NUM
fuelectenerg-12560	280	322	8.776	8.776	NUM
fuelectenerg-12560	280	323	0.929	0.929	NUM
fuelectenerg-12560	280	324	0.964	0.964	NUM
fuelectenerg-12560	280	325	0.964	0.964	NUM
fuelectenerg-12560	281	1	xgboost	xgboost	ADV
fuelectenerg-12560	282	1	211.86	211.86	NUM
fuelectenerg-12560	282	2	14.555	14.555	NUM
fuelectenerg-12560	282	3	6.643	6.643	NUM
fuelectenerg-12560	282	4	0.917	0.917	NUM
fuelectenerg-12560	282	5	0.958	0.958	NUM
fuelectenerg-12560	282	6	0.283	0.283	NUM
fuelectenerg-12560	282	7	catboost	catboost	VERB
fuelectenerg-12560	282	8	835884.7	835884.7	NUM
fuelectenerg-12560	282	9	914.267	914.267	NUM
fuelectenerg-12560	282	10	519.195	519.195	NUM
fuelectenerg-12560	282	11	254.684	254.684	NUM
fuelectenerg-12560	282	12	15.958	15.958	NUM
fuelectenerg-12560	282	13	14.328	14.328	NUM
fuelectenerg-12560	282	14	ann	ann	PROPN
fuelectenerg-12560	282	15	309.621	309.621	NUM
fuelectenerg-12560	282	16	17.596	17.596	NUM
fuelectenerg-12560	282	17	8.443	8.443	NUM
fuelectenerg-12560	282	18	0.697	0.697	NUM
fuelectenerg-12560	282	19	0.835	0.835	NUM
fuelectenerg-12560	282	20	0.474	0.474	NUM
fuelectenerg-12560	282	21	cnns	cnn	NOUN
fuelectenerg-12560	282	22	0.0005	0.0005	NUM
fuelectenerg-12560	282	23	0.023	0.023	NUM
fuelectenerg-12560	282	24	0.012	0.012	NUM
fuelectenerg-12560	282	25	0.0021	0.0021	NUM
fuelectenerg-12560	282	26	0.046	0.046	NUM
fuelectenerg-12560	282	27	0.029	0.029	NUM
fuelectenerg-12560	282	28	rnns	rnns	PROPN
fuelectenerg-12560	282	29	0.0002	0.0002	NUM
fuelectenerg-12560	282	30	0.014	0.014	NUM
fuelectenerg-12560	282	31	0.007	0.007	NUM
fuelectenerg-12560	282	32	0.004	0.004	NUM
fuelectenerg-12560	282	33	0.064	0.064	NUM
fuelectenerg-12560	282	34	0.037	0.037	NUM
fuelectenerg-12560	282	35	lstms	lstms	NOUN
fuelectenerg-12560	282	36	0.0015	0.0015	NUM
fuelectenerg-12560	282	37	0.039	0.039	NUM
fuelectenerg-12560	282	38	0.019	0.019	NUM
fuelectenerg-12560	282	39	0.016	0.016	NUM
fuelectenerg-12560	282	40	0.127	0.127	NUM
fuelectenerg-12560	282	41	0.121	0.121	NUM
fuelectenerg-12560	282	42	tether	tether	NOUN
fuelectenerg-12560	282	43	tron	tron	PROPN
fuelectenerg-12560	282	44	mse	mse	PROPN
fuelectenerg-12560	282	45	rmse	rmse	PROPN
fuelectenerg-12560	282	46	mae	mae	PROPN
fuelectenerg-12560	282	47	mse	mse	PROPN
fuelectenerg-12560	282	48	rmse	rmse	PROPN
fuelectenerg-12560	282	49	mae	mae	PROPN
fuelectenerg-12560	282	50	decision	decision	NOUN
fuelectenerg-12560	282	51	trees	tree	VERB
fuelectenerg-12560	282	52	0.00002	0.00002	NUM
fuelectenerg-12560	282	53	0.005	0.005	NUM
fuelectenerg-12560	282	54	0.002	0.002	NUM
fuelectenerg-12560	282	55	0.00002	0.00002	NUM
fuelectenerg-12560	282	56	0.005	0.005	NUM
fuelectenerg-12560	282	57	0.0016	0.0016	NUM
fuelectenerg-12560	282	58	random	random	ADJ
fuelectenerg-12560	282	59	forests	forest	NOUN
fuelectenerg-12560	282	60	0.00001	0.00001	NUM
fuelectenerg-12560	282	61	0.003	0.003	NUM
fuelectenerg-12560	282	62	0.001	0.001	NUM
fuelectenerg-12560	282	63	0.00001	0.00001	NUM
fuelectenerg-12560	282	64	0.003	0.003	NUM
fuelectenerg-12560	282	65	0.0012	0.0012	NUM
fuelectenerg-12560	282	66	knn	knn	NOUN
fuelectenerg-12560	282	67	0.00001	0.00001	NUM
fuelectenerg-12560	282	68	0.003	0.003	NUM
fuelectenerg-12560	282	69	0.001	0.001	NUM
fuelectenerg-12560	282	70	0.00003	0.00003	NUM
fuelectenerg-12560	282	71	0.005	0.005	NUM
fuelectenerg-12560	282	72	0.0019	0.0019	NUM
fuelectenerg-12560	282	73	gbm	gbm	NOUN
fuelectenerg-12560	282	74	0.00001	0.00001	NUM
fuelectenerg-12560	282	75	0.003	0.003	NUM
fuelectenerg-12560	282	76	0.001	0.001	NUM
fuelectenerg-12560	282	77	0.00002	0.00002	NUM
fuelectenerg-12560	282	78	0.004	0.004	NUM
fuelectenerg-12560	282	79	0.0013	0.0013	NUM
fuelectenerg-12560	282	80	lightgbm	lightgbm	VERB
fuelectenerg-12560	282	81	0.00001	0.00001	NUM
fuelectenerg-12560	282	82	0.003	0.003	NUM
fuelectenerg-12560	282	83	0.001	0.001	NUM
fuelectenerg-12560	282	84	0.00003	0.00003	NUM
fuelectenerg-12560	282	85	0.005	0.005	NUM
fuelectenerg-12560	282	86	0.0014	0.0014	NUM
fuelectenerg-12560	282	87	xgboost	xgboost	ADV
fuelectenerg-12560	283	1	0.00001	0.00001	NUM
fuelectenerg-12560	283	2	0.003	0.003	NUM
fuelectenerg-12560	283	3	0.001	0.001	NUM
fuelectenerg-12560	283	4	0.00001	0.00001	NUM
fuelectenerg-12560	283	5	0.003	0.003	NUM
fuelectenerg-12560	283	6	0.0007	0.0007	NUM
fuelectenerg-12560	283	7	catboost	catboost	VERB
fuelectenerg-12560	283	8	0.000006	0.000006	NUM
fuelectenerg-12560	283	9	0.002	0.002	NUM
fuelectenerg-12560	283	10	0.001	0.001	NUM
fuelectenerg-12560	283	11	0.0002	0.0002	NUM
fuelectenerg-12560	283	12	0.015	0.015	NUM
fuelectenerg-12560	283	13	0.008	0.008	NUM
fuelectenerg-12560	283	14	ann	ann	PROPN
fuelectenerg-12560	283	15	0.0005	0.0005	NUM
fuelectenerg-12560	283	16	0.022	0.022	NUM
fuelectenerg-12560	283	17	0.016	0.016	NUM
fuelectenerg-12560	283	18	0.00003	0.00003	NUM
fuelectenerg-12560	283	19	0.006	0.006	NUM
fuelectenerg-12560	283	20	0.0033	0.0033	NUM
fuelectenerg-12560	283	21	cnns	cnns	NOUN
fuelectenerg-12560	283	22	0.0002	0.0002	NUM
fuelectenerg-12560	283	23	0.0168	0.0168	NUM
fuelectenerg-12560	283	24	0.0108	0.0108	NUM
fuelectenerg-12560	283	25	0.0005	0.0005	NUM
fuelectenerg-12560	283	26	0.022	0.022	NUM
fuelectenerg-12560	283	27	0.015	0.015	NUM
fuelectenerg-12560	283	28	rnns	rnns	NOUN
fuelectenerg-12560	283	29	0.017	0.017	NUM
fuelectenerg-12560	283	30	0.132	0.132	NUM
fuelectenerg-12560	283	31	0.095	0.095	NUM
fuelectenerg-12560	283	32	0.0002	0.0002	NUM
fuelectenerg-12560	283	33	0.014	0.014	NUM
fuelectenerg-12560	283	34	0.01	0.01	NUM
fuelectenerg-12560	283	35	lstms	lstms	ADJ
fuelectenerg-12560	283	36	0.008	0.008	NUM
fuelectenerg-12560	283	37	0.089	0.089	NUM
fuelectenerg-12560	283	38	0.072	0.072	NUM
fuelectenerg-12560	283	39	0.0008	0.0008	NUM
fuelectenerg-12560	283	40	0.029	0.029	NUM
fuelectenerg-12560	283	41	0.017	0.017	NUM
fuelectenerg-12560	283	42	usdcoin	usdcoin	PROPN
fuelectenerg-12560	283	43	xrp	xrp	PROPN
fuelectenerg-12560	283	44	mse	mse	PROPN
fuelectenerg-12560	283	45	rmse	rmse	PROPN
fuelectenerg-12560	283	46	mae	mae	PROPN
fuelectenerg-12560	283	47	mse	mse	PROPN
fuelectenerg-12560	283	48	rmse	rmse	PROPN
fuelectenerg-12560	283	49	mae	mae	PROPN
fuelectenerg-12560	283	50	decision	decision	NOUN
fuelectenerg-12560	283	51	trees	tree	VERB
fuelectenerg-12560	283	52	0.00002	0.00002	NUM
fuelectenerg-12560	283	53	0.005	0.005	NUM
fuelectenerg-12560	283	54	0.002	0.002	NUM
fuelectenerg-12560	283	55	0.002	0.002	NUM
fuelectenerg-12560	283	56	0.049	0.049	NUM
fuelectenerg-12560	283	57	0.011	0.011	NUM
fuelectenerg-12560	283	58	random	random	ADJ
fuelectenerg-12560	283	59	forests	forest	NOUN
fuelectenerg-12560	283	60	0.00001	0.00001	NUM
fuelectenerg-12560	283	61	0.003	0.003	NUM
fuelectenerg-12560	283	62	0.001	0.001	NUM
fuelectenerg-12560	283	63	0.001	0.001	NUM
fuelectenerg-12560	283	64	0.033	0.033	NUM
fuelectenerg-12560	283	65	0.008	0.008	NUM
fuelectenerg-12560	283	66	knn	knn	NOUN
fuelectenerg-12560	283	67	0.00001	0.00001	NUM
fuelectenerg-12560	283	68	0.003	0.003	NUM
fuelectenerg-12560	283	69	0.001	0.001	NUM
fuelectenerg-12560	283	70	0.002	0.002	NUM
fuelectenerg-12560	283	71	0.050	0.050	NUM
fuelectenerg-12560	283	72	0.014	0.014	NUM
fuelectenerg-12560	283	73	gbm	gbm	NOUN
fuelectenerg-12560	283	74	0.00001	0.00001	NUM
fuelectenerg-12560	283	75	0.003	0.003	NUM
fuelectenerg-12560	283	76	0.001	0.001	NUM
fuelectenerg-12560	283	77	0.001	0.001	NUM
fuelectenerg-12560	283	78	0.038	0.038	NUM
fuelectenerg-12560	283	79	0.009	0.009	NUM
fuelectenerg-12560	283	80	lightgbm	lightgbm	VERB
fuelectenerg-12560	283	81	0.00003	0.00003	NUM
fuelectenerg-12560	283	82	0.003	0.003	NUM
fuelectenerg-12560	283	83	0.001	0.001	NUM
fuelectenerg-12560	283	84	0.005	0.005	NUM
fuelectenerg-12560	283	85	0.072	0.072	NUM
fuelectenerg-12560	283	86	0.012	0.012	NUM
fuelectenerg-12560	283	87	xgboost	xgboost	NOUN
fuelectenerg-12560	283	88	0.00001	0.00001	NUM
fuelectenerg-12560	283	89	0.003	0.003	NUM
fuelectenerg-12560	283	90	0.001	0.001	NUM
fuelectenerg-12560	283	91	0.002	0.002	NUM
fuelectenerg-12560	283	92	0.051	0.051	NUM
fuelectenerg-12560	283	93	0.008	0.008	NUM
fuelectenerg-12560	283	94	catboost	catboost	NOUN
fuelectenerg-12560	283	95	0.00002	0.00002	NUM
fuelectenerg-12560	283	96	0.001	0.001	NUM
fuelectenerg-12560	283	97	0.001	0.001	NUM
fuelectenerg-12560	283	98	0.005	0.005	NUM
fuelectenerg-12560	283	99	0.071	0.071	NUM
fuelectenerg-12560	283	100	0.034	0.034	NUM
fuelectenerg-12560	283	101	ann	ann	PROPN
fuelectenerg-12560	283	102	0.00007	0.00007	NUM
fuelectenerg-12560	283	103	0.027	0.027	NUM
fuelectenerg-12560	283	104	0.019	0.019	NUM
fuelectenerg-12560	283	105	0.001	0.001	NUM
fuelectenerg-12560	283	106	0.038	0.038	NUM
fuelectenerg-12560	283	107	0.012	0.012	NUM
fuelectenerg-12560	283	108	cnns	cnn	NOUN
fuelectenerg-12560	283	109	0.00005	0.00005	NUM
fuelectenerg-12560	283	110	0.022	0.022	NUM
fuelectenerg-12560	283	111	0.017	0.017	NUM
fuelectenerg-12560	283	112	0.0003	0.0003	NUM
fuelectenerg-12560	283	113	0.019	0.019	NUM
fuelectenerg-12560	283	114	0.0115	0.0115	NUM
fuelectenerg-12560	283	115	rnns	rnns	NOUN
fuelectenerg-12560	283	116	0.002	0.002	NUM
fuelectenerg-12560	283	117	0.046	0.046	NUM
fuelectenerg-12560	283	118	0.041	0.041	NUM
fuelectenerg-12560	283	119	0.0002	0.0002	NUM
fuelectenerg-12560	283	120	0.014	0.014	NUM
fuelectenerg-12560	283	121	0.008	0.008	NUM
fuelectenerg-12560	283	122	lstms	lstms	NOUN
fuelectenerg-12560	283	123	0.003	0.003	NUM
fuelectenerg-12560	283	124	0.056	0.056	NUM
fuelectenerg-12560	283	125	0.054	0.054	NUM
fuelectenerg-12560	283	126	0.0003	0.0003	NUM
fuelectenerg-12560	283	127	0.018	0.018	NUM
fuelectenerg-12560	283	128	0.0113	0.0113	NUM
fuelectenerg-12560	283	129	224	224	NUM
fuelectenerg-12560	283	130	y.	y.	PROPN
fuelectenerg-12560	283	131	a.	a.	PROPN
fuelectenerg-12560	283	132	ünvan	ünvan	PROPN
fuelectenerg-12560	283	133	,	,	PUNCT
fuelectenerg-12560	283	134	c.	c.	PROPN
fuelectenerg-12560	283	135	ergenç	ergenç	PROPN
fuelectenerg-12560	283	136	when	when	SCONJ
fuelectenerg-12560	283	137	the	the	DET
fuelectenerg-12560	283	138	results	result	NOUN
fuelectenerg-12560	283	139	of	of	ADP
fuelectenerg-12560	283	140	aave	aave	PROPN
fuelectenerg-12560	283	141	and	and	CCONJ
fuelectenerg-12560	283	142	binancecoin	binancecoin	NOUN
fuelectenerg-12560	283	143	were	be	AUX
fuelectenerg-12560	283	144	examined	examine	VERB
fuelectenerg-12560	283	145	,	,	PUNCT
fuelectenerg-12560	283	146	it	it	PRON
fuelectenerg-12560	283	147	was	be	AUX
fuelectenerg-12560	283	148	seen	see	VERB
fuelectenerg-12560	283	149	that	that	SCONJ
fuelectenerg-12560	283	150	xgboost	xgboost	PROPN
fuelectenerg-12560	283	151	showed	show	VERB
fuelectenerg-12560	283	152	the	the	DET
fuelectenerg-12560	283	153	best	good	ADJ
fuelectenerg-12560	283	154	performance	performance	NOUN
fuelectenerg-12560	283	155	.	.	PUNCT
fuelectenerg-12560	284	1	when	when	SCONJ
fuelectenerg-12560	284	2	mse	mse	NOUN
fuelectenerg-12560	284	3	values	value	NOUN
fuelectenerg-12560	284	4	are	be	AUX
fuelectenerg-12560	284	5	examined	examine	VERB
fuelectenerg-12560	284	6	,	,	PUNCT
fuelectenerg-12560	284	7	it	it	PRON
fuelectenerg-12560	284	8	is	be	AUX
fuelectenerg-12560	284	9	seen	see	VERB
fuelectenerg-12560	284	10	that	that	SCONJ
fuelectenerg-12560	284	11	the	the	DET
fuelectenerg-12560	284	12	best	good	ADJ
fuelectenerg-12560	284	13	performing	performing	NOUN
fuelectenerg-12560	284	14	model	model	NOUN
fuelectenerg-12560	284	15	for	for	ADP
fuelectenerg-12560	284	16	bitcoin	bitcoin	NOUN
fuelectenerg-12560	284	17	is	be	AUX
fuelectenerg-12560	284	18	random	random	ADJ
fuelectenerg-12560	284	19	forest	forest	NOUN
fuelectenerg-12560	284	20	and	and	CCONJ
fuelectenerg-12560	284	21	xgboost	xgboost	X
fuelectenerg-12560	284	22	.	.	PUNCT
fuelectenerg-12560	285	1	it	it	PRON
fuelectenerg-12560	285	2	is	be	AUX
fuelectenerg-12560	285	3	seen	see	VERB
fuelectenerg-12560	285	4	that	that	SCONJ
fuelectenerg-12560	285	5	the	the	DET
fuelectenerg-12560	285	6	catboost	catboost	PROPN
fuelectenerg-12560	285	7	model	model	NOUN
fuelectenerg-12560	285	8	shows	show	VERB
fuelectenerg-12560	285	9	the	the	DET
fuelectenerg-12560	285	10	worst	bad	ADJ
fuelectenerg-12560	285	11	performance	performance	NOUN
fuelectenerg-12560	285	12	for	for	ADP
fuelectenerg-12560	285	13	bitcoin	bitcoin	NOUN
fuelectenerg-12560	285	14	.	.	PUNCT
fuelectenerg-12560	286	1	it	it	PRON
fuelectenerg-12560	286	2	can	can	AUX
fuelectenerg-12560	286	3	be	be	AUX
fuelectenerg-12560	286	4	said	say	VERB
fuelectenerg-12560	286	5	that	that	SCONJ
fuelectenerg-12560	286	6	all	all	DET
fuelectenerg-12560	286	7	prediction	prediction	NOUN
fuelectenerg-12560	286	8	models	model	NOUN
fuelectenerg-12560	286	9	for	for	ADP
fuelectenerg-12560	286	10	cardano	cardano	NOUN
fuelectenerg-12560	286	11	,	,	PUNCT
fuelectenerg-12560	286	12	cosmos	cosmo	NOUN
fuelectenerg-12560	286	13	and	and	CCONJ
fuelectenerg-12560	286	14	dogecoin	dogecoin	NOUN
fuelectenerg-12560	286	15	give	give	VERB
fuelectenerg-12560	286	16	good	good	ADJ
fuelectenerg-12560	286	17	results	result	NOUN
fuelectenerg-12560	286	18	.	.	PUNCT
fuelectenerg-12560	287	1	however	however	ADV
fuelectenerg-12560	287	2	,	,	PUNCT
fuelectenerg-12560	287	3	similar	similar	ADJ
fuelectenerg-12560	287	4	to	to	ADP
fuelectenerg-12560	287	5	the	the	DET
fuelectenerg-12560	287	6	bitcoin	bitcoin	NOUN
fuelectenerg-12560	287	7	results	result	NOUN
fuelectenerg-12560	287	8	,	,	PUNCT
fuelectenerg-12560	287	9	it	it	PRON
fuelectenerg-12560	287	10	can	can	AUX
fuelectenerg-12560	287	11	be	be	AUX
fuelectenerg-12560	287	12	said	say	VERB
fuelectenerg-12560	287	13	that	that	SCONJ
fuelectenerg-12560	287	14	random	random	ADJ
fuelectenerg-12560	287	15	forest	forest	NOUN
fuelectenerg-12560	287	16	and	and	CCONJ
fuelectenerg-12560	287	17	xgboost	xgboost	PROPN
fuelectenerg-12560	287	18	performed	perform	VERB
fuelectenerg-12560	287	19	well	well	ADV
fuelectenerg-12560	287	20	in	in	ADP
fuelectenerg-12560	287	21	cardano	cardano	PROPN
fuelectenerg-12560	287	22	,	,	PUNCT
fuelectenerg-12560	287	23	cosmos	cosmo	NOUN
fuelectenerg-12560	287	24	and	and	CCONJ
fuelectenerg-12560	287	25	dogecoin	dogecoin	NOUN
fuelectenerg-12560	287	26	.	.	PUNCT
fuelectenerg-12560	288	1	when	when	SCONJ
fuelectenerg-12560	288	2	ethereum	ethereum	NOUN
fuelectenerg-12560	288	3	values	value	NOUN
fuelectenerg-12560	288	4	are	be	AUX
fuelectenerg-12560	288	5	examined	examine	VERB
fuelectenerg-12560	288	6	,	,	PUNCT
fuelectenerg-12560	288	7	it	it	PRON
fuelectenerg-12560	288	8	is	be	AUX
fuelectenerg-12560	288	9	seen	see	VERB
fuelectenerg-12560	288	10	that	that	SCONJ
fuelectenerg-12560	288	11	the	the	DET
fuelectenerg-12560	288	12	best	well	ADV
fuelectenerg-12560	288	13	performing	perform	VERB
fuelectenerg-12560	288	14	model	model	NOUN
fuelectenerg-12560	288	15	is	be	AUX
fuelectenerg-12560	288	16	random	random	ADJ
fuelectenerg-12560	288	17	forest	forest	NOUN
fuelectenerg-12560	288	18	.	.	PUNCT
fuelectenerg-12560	289	1	on	on	ADP
fuelectenerg-12560	289	2	the	the	DET
fuelectenerg-12560	289	3	other	other	ADJ
fuelectenerg-12560	289	4	hand	hand	NOUN
fuelectenerg-12560	289	5	,	,	PUNCT
fuelectenerg-12560	289	6	it	it	PRON
fuelectenerg-12560	289	7	is	be	AUX
fuelectenerg-12560	289	8	seen	see	VERB
fuelectenerg-12560	289	9	that	that	SCONJ
fuelectenerg-12560	289	10	the	the	DET
fuelectenerg-12560	289	11	knn	knn	PROPN
fuelectenerg-12560	289	12	model	model	PROPN
fuelectenerg-12560	289	13	shows	show	VERB
fuelectenerg-12560	289	14	the	the	DET
fuelectenerg-12560	289	15	worst	bad	ADJ
fuelectenerg-12560	289	16	performance	performance	NOUN
fuelectenerg-12560	289	17	for	for	ADP
fuelectenerg-12560	289	18	ethereum	ethereum	NOUN
fuelectenerg-12560	289	19	.	.	PUNCT
fuelectenerg-12560	290	1	when	when	SCONJ
fuelectenerg-12560	290	2	solana	solana	PROPN
fuelectenerg-12560	290	3	values	value	NOUN
fuelectenerg-12560	290	4	are	be	AUX
fuelectenerg-12560	290	5	examined	examine	VERB
fuelectenerg-12560	290	6	,	,	PUNCT
fuelectenerg-12560	290	7	it	it	PRON
fuelectenerg-12560	290	8	is	be	AUX
fuelectenerg-12560	290	9	seen	see	VERB
fuelectenerg-12560	290	10	that	that	SCONJ
fuelectenerg-12560	290	11	the	the	DET
fuelectenerg-12560	290	12	random	random	ADJ
fuelectenerg-12560	290	13	forest	forest	NOUN
fuelectenerg-12560	290	14	model	model	NOUN
fuelectenerg-12560	290	15	performs	perform	VERB
fuelectenerg-12560	290	16	well	well	ADV
fuelectenerg-12560	290	17	,	,	PUNCT
fuelectenerg-12560	290	18	similar	similar	ADJ
fuelectenerg-12560	290	19	to	to	ADP
fuelectenerg-12560	290	20	other	other	ADJ
fuelectenerg-12560	290	21	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	290	22	.	.	PUNCT
fuelectenerg-12560	291	1	after	after	ADP
fuelectenerg-12560	291	2	random	random	ADJ
fuelectenerg-12560	291	3	forest	forest	NOUN
fuelectenerg-12560	291	4	,	,	PUNCT
fuelectenerg-12560	291	5	the	the	DET
fuelectenerg-12560	291	6	best	well	ADV
fuelectenerg-12560	291	7	performing	performing	NOUN
fuelectenerg-12560	291	8	models	model	NOUN
fuelectenerg-12560	291	9	are	be	AUX
fuelectenerg-12560	291	10	gbm	gbm	PROPN
fuelectenerg-12560	291	11	,	,	PUNCT
fuelectenerg-12560	291	12	xboost	xboost	NOUN
fuelectenerg-12560	291	13	and	and	CCONJ
fuelectenerg-12560	291	14	lightgbm	lightgbm	ADJ
fuelectenerg-12560	291	15	,	,	PUNCT
fuelectenerg-12560	291	16	respectively	respectively	ADV
fuelectenerg-12560	291	17	.	.	PUNCT
fuelectenerg-12560	292	1	it	it	PRON
fuelectenerg-12560	292	2	is	be	AUX
fuelectenerg-12560	292	3	possible	possible	ADJ
fuelectenerg-12560	292	4	to	to	PART
fuelectenerg-12560	292	5	say	say	VERB
fuelectenerg-12560	292	6	that	that	SCONJ
fuelectenerg-12560	292	7	tether	tether	NOUN
fuelectenerg-12560	292	8	performs	perform	VERB
fuelectenerg-12560	292	9	well	well	ADV
fuelectenerg-12560	292	10	in	in	ADP
fuelectenerg-12560	292	11	all	all	DET
fuelectenerg-12560	292	12	models	model	NOUN
fuelectenerg-12560	292	13	.	.	PUNCT
fuelectenerg-12560	293	1	it	it	PRON
fuelectenerg-12560	293	2	can	can	AUX
fuelectenerg-12560	293	3	be	be	AUX
fuelectenerg-12560	293	4	said	say	VERB
fuelectenerg-12560	293	5	that	that	SCONJ
fuelectenerg-12560	293	6	the	the	DET
fuelectenerg-12560	293	7	reason	reason	NOUN
fuelectenerg-12560	293	8	for	for	ADP
fuelectenerg-12560	293	9	this	this	PRON
fuelectenerg-12560	293	10	is	be	AUX
fuelectenerg-12560	293	11	due	due	ADJ
fuelectenerg-12560	293	12	to	to	ADP
fuelectenerg-12560	293	13	the	the	DET
fuelectenerg-12560	293	14	stable	stable	ADJ
fuelectenerg-12560	293	15	nature	nature	NOUN
fuelectenerg-12560	293	16	of	of	ADP
fuelectenerg-12560	293	17	tether	tether	NOUN
fuelectenerg-12560	293	18	as	as	ADP
fuelectenerg-12560	293	19	a	a	DET
fuelectenerg-12560	293	20	stablecoin	stablecoin	NOUN
fuelectenerg-12560	293	21	.	.	PUNCT
fuelectenerg-12560	294	1	additionally	additionally	ADV
fuelectenerg-12560	294	2	,	,	PUNCT
fuelectenerg-12560	294	3	when	when	SCONJ
fuelectenerg-12560	294	4	tether	tether	NOUN
fuelectenerg-12560	294	5	's	's	PART
fuelectenerg-12560	294	6	graphics	graphic	NOUN
fuelectenerg-12560	294	7	are	be	AUX
fuelectenerg-12560	294	8	examined	examine	VERB
fuelectenerg-12560	294	9	,	,	PUNCT
fuelectenerg-12560	294	10	it	it	PRON
fuelectenerg-12560	294	11	is	be	AUX
fuelectenerg-12560	294	12	seen	see	VERB
fuelectenerg-12560	294	13	that	that	SCONJ
fuelectenerg-12560	294	14	it	it	PRON
fuelectenerg-12560	294	15	fits	fit	VERB
fuelectenerg-12560	294	16	all	all	DET
fuelectenerg-12560	294	17	models	model	NOUN
fuelectenerg-12560	294	18	well	well	ADV
fuelectenerg-12560	294	19	.	.	PUNCT
fuelectenerg-12560	295	1	it	it	PRON
fuelectenerg-12560	295	2	was	be	AUX
fuelectenerg-12560	295	3	concluded	conclude	VERB
fuelectenerg-12560	295	4	that	that	SCONJ
fuelectenerg-12560	295	5	catboost	catboost	NOUN
fuelectenerg-12560	295	6	,	,	PUNCT
fuelectenerg-12560	295	7	random	random	ADJ
fuelectenerg-12560	295	8	forests	forest	NOUN
fuelectenerg-12560	295	9	,	,	PUNCT
fuelectenerg-12560	295	10	knn	knn	PROPN
fuelectenerg-12560	295	11	,	,	PUNCT
fuelectenerg-12560	295	12	gbm	gbm	PROPN
fuelectenerg-12560	295	13	,	,	PUNCT
fuelectenerg-12560	295	14	lightgbm	lightgbm	ADJ
fuelectenerg-12560	295	15	and	and	CCONJ
fuelectenerg-12560	295	16	xgboost	xgboost	NOUN
fuelectenerg-12560	295	17	models	model	NOUN
fuelectenerg-12560	295	18	fit	fit	VERB
fuelectenerg-12560	295	19	very	very	ADV
fuelectenerg-12560	295	20	well	well	ADV
fuelectenerg-12560	295	21	,	,	PUNCT
fuelectenerg-12560	295	22	respectively	respectively	ADV
fuelectenerg-12560	295	23	.	.	PUNCT
fuelectenerg-12560	296	1	when	when	SCONJ
fuelectenerg-12560	296	2	tron	tron	PROPN
fuelectenerg-12560	296	3	and	and	CCONJ
fuelectenerg-12560	296	4	usdcoin	usdcoin	PROPN
fuelectenerg-12560	296	5	are	be	AUX
fuelectenerg-12560	296	6	examined	examine	VERB
fuelectenerg-12560	296	7	,	,	PUNCT
fuelectenerg-12560	296	8	it	it	PRON
fuelectenerg-12560	296	9	is	be	AUX
fuelectenerg-12560	296	10	seen	see	VERB
fuelectenerg-12560	296	11	that	that	SCONJ
fuelectenerg-12560	296	12	the	the	DET
fuelectenerg-12560	296	13	performance	performance	NOUN
fuelectenerg-12560	296	14	of	of	ADP
fuelectenerg-12560	296	15	the	the	DET
fuelectenerg-12560	296	16	models	model	NOUN
fuelectenerg-12560	296	17	is	be	AUX
fuelectenerg-12560	296	18	good	good	ADJ
fuelectenerg-12560	296	19	.	.	PUNCT
fuelectenerg-12560	297	1	the	the	DET
fuelectenerg-12560	297	2	worst	bad	ADJ
fuelectenerg-12560	297	3	performing	performing	NOUN
fuelectenerg-12560	297	4	model	model	NOUN
fuelectenerg-12560	297	5	for	for	ADP
fuelectenerg-12560	297	6	tron	tron	PROPN
fuelectenerg-12560	297	7	appears	appear	VERB
fuelectenerg-12560	297	8	to	to	PART
fuelectenerg-12560	297	9	be	be	AUX
fuelectenerg-12560	297	10	cnns	cnn	VERB
fuelectenerg-12560	297	11	.	.	PUNCT
fuelectenerg-12560	298	1	it	it	PRON
fuelectenerg-12560	298	2	is	be	AUX
fuelectenerg-12560	298	3	seen	see	VERB
fuelectenerg-12560	298	4	that	that	SCONJ
fuelectenerg-12560	298	5	the	the	DET
fuelectenerg-12560	298	6	best	good	ADJ
fuelectenerg-12560	298	7	performing	performing	NOUN
fuelectenerg-12560	298	8	models	model	NOUN
fuelectenerg-12560	298	9	are	be	AUX
fuelectenerg-12560	298	10	random	random	ADJ
fuelectenerg-12560	298	11	forests	forest	NOUN
fuelectenerg-12560	298	12	and	and	CCONJ
fuelectenerg-12560	298	13	xgboost	xgboost	X
fuelectenerg-12560	298	14	.	.	PUNCT
fuelectenerg-12560	299	1	for	for	ADP
fuelectenerg-12560	299	2	usdcoin	usdcoin	ADJ
fuelectenerg-12560	299	3	,	,	PUNCT
fuelectenerg-12560	299	4	random	random	ADJ
fuelectenerg-12560	299	5	forests	forest	NOUN
fuelectenerg-12560	299	6	,	,	PUNCT
fuelectenerg-12560	299	7	knn	knn	PROPN
fuelectenerg-12560	299	8	,	,	PUNCT
fuelectenerg-12560	299	9	gbm	gbm	PROPN
fuelectenerg-12560	299	10	and	and	CCONJ
fuelectenerg-12560	299	11	xgboost	xgboost	NOUN
fuelectenerg-12560	299	12	models	model	NOUN
fuelectenerg-12560	299	13	appear	appear	VERB
fuelectenerg-12560	299	14	to	to	PART
fuelectenerg-12560	299	15	show	show	VERB
fuelectenerg-12560	299	16	the	the	DET
fuelectenerg-12560	299	17	best	good	ADJ
fuelectenerg-12560	299	18	results	result	NOUN
fuelectenerg-12560	299	19	.	.	PUNCT
fuelectenerg-12560	300	1	it	it	PRON
fuelectenerg-12560	300	2	can	can	AUX
fuelectenerg-12560	300	3	be	be	AUX
fuelectenerg-12560	300	4	seen	see	VERB
fuelectenerg-12560	300	5	that	that	SCONJ
fuelectenerg-12560	300	6	the	the	DET
fuelectenerg-12560	300	7	worst	bad	ADJ
fuelectenerg-12560	300	8	performing	perform	VERB
fuelectenerg-12560	300	9	model	model	NOUN
fuelectenerg-12560	300	10	is	be	AUX
fuelectenerg-12560	300	11	lstms	lstms	ADJ
fuelectenerg-12560	300	12	.	.	PUNCT
fuelectenerg-12560	301	1	when	when	SCONJ
fuelectenerg-12560	301	2	xrp	xrp	PROPN
fuelectenerg-12560	301	3	is	be	AUX
fuelectenerg-12560	301	4	examined	examine	VERB
fuelectenerg-12560	301	5	,	,	PUNCT
fuelectenerg-12560	301	6	it	it	PRON
fuelectenerg-12560	301	7	is	be	AUX
fuelectenerg-12560	301	8	seen	see	VERB
fuelectenerg-12560	301	9	that	that	SCONJ
fuelectenerg-12560	301	10	there	there	PRON
fuelectenerg-12560	301	11	are	be	VERB
fuelectenerg-12560	301	12	large	large	ADJ
fuelectenerg-12560	301	13	differences	difference	NOUN
fuelectenerg-12560	301	14	between	between	ADP
fuelectenerg-12560	301	15	the	the	DET
fuelectenerg-12560	301	16	performances	performance	NOUN
fuelectenerg-12560	301	17	of	of	ADP
fuelectenerg-12560	301	18	the	the	DET
fuelectenerg-12560	301	19	models	model	NOUN
fuelectenerg-12560	301	20	.	.	PUNCT
fuelectenerg-12560	302	1	cnns	cnns	PROPN
fuelectenerg-12560	302	2	,	,	PUNCT
fuelectenerg-12560	302	3	rnns	rnn	NOUN
fuelectenerg-12560	302	4	and	and	CCONJ
fuelectenerg-12560	302	5	lstms	lstms	NOUN
fuelectenerg-12560	302	6	appear	appear	VERB
fuelectenerg-12560	302	7	to	to	PART
fuelectenerg-12560	302	8	perform	perform	VERB
fuelectenerg-12560	302	9	best	good	ADJ
fuelectenerg-12560	302	10	.	.	PUNCT
fuelectenerg-12560	303	1	it	it	PRON
fuelectenerg-12560	303	2	can	can	AUX
fuelectenerg-12560	303	3	be	be	AUX
fuelectenerg-12560	303	4	seen	see	VERB
fuelectenerg-12560	303	5	that	that	SCONJ
fuelectenerg-12560	303	6	lightgbm	lightgbm	VERB
fuelectenerg-12560	303	7	and	and	CCONJ
fuelectenerg-12560	303	8	catboost	catboost	NOUN
fuelectenerg-12560	303	9	perform	perform	VERB
fuelectenerg-12560	303	10	the	the	DET
fuelectenerg-12560	303	11	worst	bad	ADJ
fuelectenerg-12560	303	12	.	.	PUNCT
fuelectenerg-12560	304	1	models	model	NOUN
fuelectenerg-12560	304	2	such	such	ADJ
fuelectenerg-12560	304	3	as	as	ADP
fuelectenerg-12560	304	4	ann	ann	PROPN
fuelectenerg-12560	304	5	,	,	PUNCT
fuelectenerg-12560	304	6	cnns	cnns	PROPN
fuelectenerg-12560	304	7	,	,	PUNCT
fuelectenerg-12560	304	8	rnns	rnn	NOUN
fuelectenerg-12560	304	9	and	and	CCONJ
fuelectenerg-12560	304	10	lstms	lstms	PROPN
fuelectenerg-12560	304	11	show	show	VERB
fuelectenerg-12560	304	12	different	different	ADJ
fuelectenerg-12560	304	13	performances	performance	NOUN
fuelectenerg-12560	304	14	in	in	ADP
fuelectenerg-12560	304	15	different	different	ADJ
fuelectenerg-12560	304	16	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	304	17	.	.	PUNCT
fuelectenerg-12560	305	1	it	it	PRON
fuelectenerg-12560	305	2	can	can	AUX
fuelectenerg-12560	305	3	be	be	AUX
fuelectenerg-12560	305	4	interpreted	interpret	VERB
fuelectenerg-12560	305	5	that	that	SCONJ
fuelectenerg-12560	305	6	cnns	cnn	NOUN
fuelectenerg-12560	305	7	perform	perform	VERB
fuelectenerg-12560	305	8	well	well	ADV
fuelectenerg-12560	305	9	for	for	ADP
fuelectenerg-12560	305	10	aave	aave	PROPN
fuelectenerg-12560	305	11	,	,	PUNCT
fuelectenerg-12560	305	12	binancecoin	binancecoin	NOUN
fuelectenerg-12560	305	13	and	and	CCONJ
fuelectenerg-12560	305	14	bitcoin	bitcoin	NOUN
fuelectenerg-12560	305	15	.	.	PUNCT
fuelectenerg-12560	306	1	it	it	PRON
fuelectenerg-12560	306	2	appears	appear	VERB
fuelectenerg-12560	306	3	to	to	PART
fuelectenerg-12560	306	4	perform	perform	VERB
fuelectenerg-12560	306	5	worse	bad	ADJ
fuelectenerg-12560	306	6	for	for	ADP
fuelectenerg-12560	306	7	cardano	cardano	NOUN
fuelectenerg-12560	306	8	,	,	PUNCT
fuelectenerg-12560	306	9	cosmos	cosmo	NOUN
fuelectenerg-12560	306	10	and	and	CCONJ
fuelectenerg-12560	306	11	dogecoin	dogecoin	NOUN
fuelectenerg-12560	306	12	.	.	PUNCT
fuelectenerg-12560	307	1	it	it	PRON
fuelectenerg-12560	307	2	can	can	AUX
fuelectenerg-12560	307	3	be	be	AUX
fuelectenerg-12560	307	4	said	say	VERB
fuelectenerg-12560	307	5	that	that	SCONJ
fuelectenerg-12560	307	6	rnns	rnns	PROPN
fuelectenerg-12560	307	7	and	and	CCONJ
fuelectenerg-12560	307	8	lstm	lstm	NOUN
fuelectenerg-12560	307	9	models	model	NOUN
fuelectenerg-12560	307	10	generally	generally	ADV
fuelectenerg-12560	307	11	perform	perform	VERB
fuelectenerg-12560	307	12	well	well	ADV
fuelectenerg-12560	307	13	,	,	PUNCT
fuelectenerg-12560	307	14	but	but	CCONJ
fuelectenerg-12560	307	15	are	be	AUX
fuelectenerg-12560	307	16	not	not	PART
fuelectenerg-12560	307	17	the	the	DET
fuelectenerg-12560	307	18	best	good	ADJ
fuelectenerg-12560	307	19	performing	performing	NOUN
fuelectenerg-12560	307	20	models	model	NOUN
fuelectenerg-12560	307	21	in	in	ADP
fuelectenerg-12560	307	22	the	the	DET
fuelectenerg-12560	307	23	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	307	24	examined	examine	VERB
fuelectenerg-12560	307	25	.	.	PUNCT
fuelectenerg-12560	308	1	5	5	X
fuelectenerg-12560	308	2	.	.	X
fuelectenerg-12560	308	3	conclusion	conclusion	NOUN
fuelectenerg-12560	308	4	in	in	ADP
fuelectenerg-12560	308	5	this	this	DET
fuelectenerg-12560	308	6	study	study	NOUN
fuelectenerg-12560	308	7	,	,	PUNCT
fuelectenerg-12560	308	8	decision	decision	NOUN
fuelectenerg-12560	308	9	trees	tree	NOUN
fuelectenerg-12560	308	10	,	,	PUNCT
fuelectenerg-12560	308	11	random	random	ADJ
fuelectenerg-12560	308	12	forests	forest	NOUN
fuelectenerg-12560	308	13	,	,	PUNCT
fuelectenerg-12560	308	14	knn	knn	PROPN
fuelectenerg-12560	308	15	,	,	PUNCT
fuelectenerg-12560	308	16	gbm	gbm	PROPN
fuelectenerg-12560	308	17	,	,	PUNCT
fuelectenerg-12560	308	18	lightgbm	lightgbm	ADJ
fuelectenerg-12560	308	19	,	,	PUNCT
fuelectenerg-12560	308	20	xgboost	xgboost	ADV
fuelectenerg-12560	308	21	,	,	PUNCT
fuelectenerg-12560	308	22	catboost	catboost	PROPN
fuelectenerg-12560	308	23	,	,	PUNCT
fuelectenerg-12560	308	24	ann	ann	PROPN
fuelectenerg-12560	308	25	were	be	AUX
fuelectenerg-12560	308	26	used	use	VERB
fuelectenerg-12560	308	27	to	to	PART
fuelectenerg-12560	308	28	predict	predict	VERB
fuelectenerg-12560	308	29	the	the	DET
fuelectenerg-12560	308	30	closing	closing	NOUN
fuelectenerg-12560	308	31	price	price	NOUN
fuelectenerg-12560	308	32	of	of	ADP
fuelectenerg-12560	308	33	aave	aave	PROPN
fuelectenerg-12560	308	34	,	,	PUNCT
fuelectenerg-12560	308	35	binancecoin	binancecoin	NOUN
fuelectenerg-12560	308	36	,	,	PUNCT
fuelectenerg-12560	308	37	bitcoin	bitcoin	X
fuelectenerg-12560	308	38	,	,	PUNCT
fuelectenerg-12560	308	39	cardano	cardano	NOUN
fuelectenerg-12560	308	40	,	,	PUNCT
fuelectenerg-12560	308	41	cosmos	cosmos	PROPN
fuelectenerg-12560	308	42	,	,	PUNCT
fuelectenerg-12560	308	43	dogecoin	dogecoin	NOUN
fuelectenerg-12560	308	44	,	,	PUNCT
fuelectenerg-12560	308	45	ethereum	ethereum	NOUN
fuelectenerg-12560	308	46	,	,	PUNCT
fuelectenerg-12560	308	47	solana	solana	PROPN
fuelectenerg-12560	308	48	,	,	PUNCT
fuelectenerg-12560	308	49	tether	tether	NOUN
fuelectenerg-12560	308	50	,	,	PUNCT
fuelectenerg-12560	308	51	tron	tron	PROPN
fuelectenerg-12560	308	52	,	,	PUNCT
fuelectenerg-12560	308	53	usdcoin	usdcoin	ADJ
fuelectenerg-12560	308	54	and	and	CCONJ
fuelectenerg-12560	308	55	models	model	NOUN
fuelectenerg-12560	308	56	such	such	ADJ
fuelectenerg-12560	308	57	as	as	ADP
fuelectenerg-12560	308	58	cnns	cnn	NOUN
fuelectenerg-12560	308	59	,	,	PUNCT
fuelectenerg-12560	308	60	rnns	rnn	NOUN
fuelectenerg-12560	308	61	and	and	CCONJ
fuelectenerg-12560	308	62	lstms	lstms	NOUN
fuelectenerg-12560	308	63	have	have	AUX
fuelectenerg-12560	308	64	been	be	AUX
fuelectenerg-12560	308	65	used	use	VERB
fuelectenerg-12560	308	66	.	.	PUNCT
fuelectenerg-12560	309	1	the	the	DET
fuelectenerg-12560	309	2	efficiencies	efficiency	NOUN
fuelectenerg-12560	309	3	of	of	ADP
fuelectenerg-12560	309	4	these	these	DET
fuelectenerg-12560	309	5	models	model	NOUN
fuelectenerg-12560	309	6	were	be	AUX
fuelectenerg-12560	309	7	compared	compare	VERB
fuelectenerg-12560	309	8	using	use	VERB
fuelectenerg-12560	309	9	mse	mse	NOUN
fuelectenerg-12560	309	10	,	,	PUNCT
fuelectenerg-12560	309	11	rmse	rmse	PROPN
fuelectenerg-12560	309	12	and	and	CCONJ
fuelectenerg-12560	309	13	mae	mae	PROPN
fuelectenerg-12560	309	14	criteria	criterion	NOUN
fuelectenerg-12560	309	15	.	.	PUNCT
fuelectenerg-12560	310	1	the	the	DET
fuelectenerg-12560	310	2	results	result	NOUN
fuelectenerg-12560	310	3	show	show	VERB
fuelectenerg-12560	310	4	that	that	SCONJ
fuelectenerg-12560	310	5	there	there	PRON
fuelectenerg-12560	310	6	is	be	VERB
fuelectenerg-12560	310	7	no	no	DET
fuelectenerg-12560	310	8	single	single	ADJ
fuelectenerg-12560	310	9	good	good	ADJ
fuelectenerg-12560	310	10	model	model	NOUN
fuelectenerg-12560	310	11	for	for	ADP
fuelectenerg-12560	310	12	all	all	DET
fuelectenerg-12560	310	13	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	310	14	.	.	PUNCT
fuelectenerg-12560	311	1	different	different	ADJ
fuelectenerg-12560	311	2	models	model	NOUN
fuelectenerg-12560	311	3	appear	appear	VERB
fuelectenerg-12560	311	4	to	to	PART
fuelectenerg-12560	311	5	fit	fit	VERB
fuelectenerg-12560	311	6	well	well	ADV
fuelectenerg-12560	311	7	in	in	ADP
fuelectenerg-12560	311	8	different	different	ADJ
fuelectenerg-12560	311	9	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	311	10	.	.	PUNCT
fuelectenerg-12560	312	1	stablecoins	stablecoin	NOUN
fuelectenerg-12560	312	2	such	such	ADJ
fuelectenerg-12560	312	3	as	as	ADP
fuelectenerg-12560	312	4	tether	tether	NOUN
fuelectenerg-12560	312	5	appear	appear	VERB
fuelectenerg-12560	312	6	to	to	PART
fuelectenerg-12560	312	7	fit	fit	VERB
fuelectenerg-12560	312	8	well	well	ADV
fuelectenerg-12560	312	9	with	with	ADP
fuelectenerg-12560	312	10	many	many	ADJ
fuelectenerg-12560	312	11	models	model	NOUN
fuelectenerg-12560	312	12	.	.	PUNCT
fuelectenerg-12560	313	1	the	the	DET
fuelectenerg-12560	313	2	accuracy	accuracy	NOUN
fuelectenerg-12560	313	3	of	of	ADP
fuelectenerg-12560	313	4	deep	deep	ADJ
fuelectenerg-12560	313	5	learning	learning	NOUN
fuelectenerg-12560	313	6	models	model	NOUN
fuelectenerg-12560	313	7	such	such	ADJ
fuelectenerg-12560	313	8	as	as	ADP
fuelectenerg-12560	313	9	anns	ann	NOUN
fuelectenerg-12560	313	10	,	,	PUNCT
fuelectenerg-12560	313	11	cnns	cnn	NOUN
fuelectenerg-12560	313	12	,	,	PUNCT
fuelectenerg-12560	313	13	rnns	rnn	NOUN
fuelectenerg-12560	313	14	,	,	PUNCT
fuelectenerg-12560	313	15	and	and	CCONJ
fuelectenerg-12560	313	16	lstms	lstms	NOUN
fuelectenerg-12560	313	17	appears	appear	VERB
fuelectenerg-12560	313	18	to	to	PART
fuelectenerg-12560	313	19	be	be	AUX
fuelectenerg-12560	313	20	strong	strong	ADJ
fuelectenerg-12560	313	21	on	on	ADP
fuelectenerg-12560	313	22	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	313	23	such	such	ADJ
fuelectenerg-12560	313	24	as	as	ADP
fuelectenerg-12560	313	25	aave	aave	PROPN
fuelectenerg-12560	313	26	,	,	PUNCT
fuelectenerg-12560	313	27	binancecoin	binancecoin	NOUN
fuelectenerg-12560	313	28	,	,	PUNCT
fuelectenerg-12560	313	29	and	and	CCONJ
fuelectenerg-12560	313	30	bitcoin	bitcoin	NOUN
fuelectenerg-12560	313	31	.	.	PUNCT
fuelectenerg-12560	314	1	although	although	SCONJ
fuelectenerg-12560	314	2	classical	classical	ADJ
fuelectenerg-12560	314	3	machine	machine	NOUN
fuelectenerg-12560	314	4	learning	learning	NOUN
fuelectenerg-12560	314	5	models	model	NOUN
fuelectenerg-12560	314	6	such	such	ADJ
fuelectenerg-12560	314	7	as	as	ADP
fuelectenerg-12560	314	8	xgboost	xgboost	ADV
fuelectenerg-12560	314	9	and	and	CCONJ
fuelectenerg-12560	314	10	random	random	ADJ
fuelectenerg-12560	314	11	forests	forest	NOUN
fuelectenerg-12560	314	12	are	be	AUX
fuelectenerg-12560	314	13	mostly	mostly	ADV
fuelectenerg-12560	314	14	reliable	reliable	ADJ
fuelectenerg-12560	314	15	,	,	PUNCT
fuelectenerg-12560	314	16	it	it	PRON
fuelectenerg-12560	314	17	has	have	AUX
fuelectenerg-12560	314	18	been	be	AUX
fuelectenerg-12560	314	19	concluded	conclude	VERB
fuelectenerg-12560	314	20	that	that	SCONJ
fuelectenerg-12560	314	21	the	the	DET
fuelectenerg-12560	314	22	choice	choice	NOUN
fuelectenerg-12560	314	23	of	of	ADP
fuelectenerg-12560	314	24	model	model	NOUN
fuelectenerg-12560	314	25	should	should	AUX
fuelectenerg-12560	314	26	depend	depend	VERB
fuelectenerg-12560	314	27	on	on	ADP
fuelectenerg-12560	314	28	the	the	DET
fuelectenerg-12560	314	29	different	different	ADJ
fuelectenerg-12560	314	30	characteristics	characteristic	NOUN
fuelectenerg-12560	314	31	of	of	ADP
fuelectenerg-12560	314	32	each	each	DET
fuelectenerg-12560	314	33	cryptocurrency	cryptocurrency	NOUN
fuelectenerg-12560	314	34	.	.	PUNCT
fuelectenerg-12560	315	1	while	while	SCONJ
fuelectenerg-12560	315	2	our	our	PRON
fuelectenerg-12560	315	3	study	study	NOUN
fuelectenerg-12560	315	4	provides	provide	VERB
fuelectenerg-12560	315	5	valuable	valuable	ADJ
fuelectenerg-12560	315	6	insights	insight	NOUN
fuelectenerg-12560	315	7	into	into	ADP
fuelectenerg-12560	315	8	the	the	DET
fuelectenerg-12560	315	9	performance	performance	NOUN
fuelectenerg-12560	315	10	of	of	ADP
fuelectenerg-12560	315	11	predictive	predictive	ADJ
fuelectenerg-12560	315	12	models	model	NOUN
fuelectenerg-12560	315	13	for	for	ADP
fuelectenerg-12560	315	14	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	315	15	,	,	PUNCT
fuelectenerg-12560	315	16	it	it	PRON
fuelectenerg-12560	315	17	is	be	AUX
fuelectenerg-12560	315	18	important	important	ADJ
fuelectenerg-12560	315	19	to	to	PART
fuelectenerg-12560	315	20	acknowledge	acknowledge	VERB
fuelectenerg-12560	315	21	its	its	PRON
fuelectenerg-12560	315	22	limitations	limitation	NOUN
fuelectenerg-12560	315	23	.	.	PUNCT
fuelectenerg-12560	316	1	in	in	ADP
fuelectenerg-12560	316	2	the	the	DET
fuelectenerg-12560	316	3	beginning	beginning	NOUN
fuelectenerg-12560	316	4	,	,	PUNCT
fuelectenerg-12560	316	5	the	the	DET
fuelectenerg-12560	316	6	cryptocurrency	cryptocurrency	NOUN
fuelectenerg-12560	316	7	market	market	NOUN
fuelectenerg-12560	316	8	is	be	AUX
fuelectenerg-12560	316	9	inherently	inherently	ADV
fuelectenerg-12560	316	10	volatile	volatile	ADJ
fuelectenerg-12560	316	11	,	,	PUNCT
fuelectenerg-12560	316	12	and	and	CCONJ
fuelectenerg-12560	316	13	the	the	DET
fuelectenerg-12560	316	14	success	success	NOUN
fuelectenerg-12560	316	15	of	of	ADP
fuelectenerg-12560	316	16	the	the	DET
fuelectenerg-12560	316	17	models	model	NOUN
fuelectenerg-12560	316	18	may	may	AUX
fuelectenerg-12560	316	19	be	be	AUX
fuelectenerg-12560	316	20	affected	affect	VERB
fuelectenerg-12560	316	21	by	by	ADP
fuelectenerg-12560	316	22	rapidly	rapidly	ADV
fuelectenerg-12560	316	23	evolving	evolve	VERB
fuelectenerg-12560	316	24	external	external	ADJ
fuelectenerg-12560	316	25	variables	variable	NOUN
fuelectenerg-12560	316	26	.	.	PUNCT
fuelectenerg-12560	317	1	future	future	ADJ
fuelectenerg-12560	317	2	research	research	NOUN
fuelectenerg-12560	317	3	in	in	ADP
fuelectenerg-12560	317	4	this	this	DET
fuelectenerg-12560	317	5	area	area	NOUN
fuelectenerg-12560	317	6	could	could	AUX
fuelectenerg-12560	317	7	explore	explore	VERB
fuelectenerg-12560	317	8	:	:	PUNCT
fuelectenerg-12560	317	9	investigating	investigate	VERB
fuelectenerg-12560	317	10	the	the	DET
fuelectenerg-12560	317	11	development	development	NOUN
fuelectenerg-12560	317	12	of	of	ADP
fuelectenerg-12560	317	13	real	real	ADJ
fuelectenerg-12560	317	14	-	-	PUNCT
fuelectenerg-12560	317	15	time	time	NOUN
fuelectenerg-12560	317	16	predictive	predictive	ADJ
fuelectenerg-12560	317	17	models	model	NOUN
fuelectenerg-12560	317	18	that	that	PRON
fuelectenerg-12560	317	19	can	can	AUX
fuelectenerg-12560	317	20	adapt	adapt	VERB
fuelectenerg-12560	317	21	to	to	ADP
fuelectenerg-12560	317	22	rapidly	rapidly	ADV
fuelectenerg-12560	317	23	changing	change	VERB
fuelectenerg-12560	317	24	market	market	NOUN
fuelectenerg-12560	317	25	conditions	condition	NOUN
fuelectenerg-12560	317	26	.	.	PUNCT
fuelectenerg-12560	318	1	integrating	integrate	VERB
fuelectenerg-12560	318	2	external	external	ADJ
fuelectenerg-12560	318	3	data	datum	NOUN
fuelectenerg-12560	318	4	sources	source	NOUN
fuelectenerg-12560	318	5	,	,	PUNCT
fuelectenerg-12560	318	6	such	such	ADJ
fuelectenerg-12560	318	7	as	as	ADP
fuelectenerg-12560	318	8	market	market	NOUN
fuelectenerg-12560	318	9	sentiment	sentiment	NOUN
fuelectenerg-12560	318	10	analysis	analysis	NOUN
fuelectenerg-12560	318	11	or	or	CCONJ
fuelectenerg-12560	318	12	news	news	NOUN
fuelectenerg-12560	318	13	sentiment	sentiment	NOUN
fuelectenerg-12560	318	14	,	,	PUNCT
fuelectenerg-12560	318	15	to	to	PART
fuelectenerg-12560	318	16	enhance	enhance	VERB
fuelectenerg-12560	318	17	predictive	predictive	ADJ
fuelectenerg-12560	318	18	accuracy	accuracy	NOUN
fuelectenerg-12560	318	19	.	.	PUNCT
fuelectenerg-12560	319	1	assessing	assess	VERB
fuelectenerg-12560	319	2	the	the	DET
fuelectenerg-12560	319	3	risks	risk	NOUN
fuelectenerg-12560	319	4	a	a	DET
fuelectenerg-12560	319	5	comprehensive	comprehensive	ADJ
fuelectenerg-12560	319	6	comparative	comparative	ADJ
fuelectenerg-12560	319	7	study	study	NOUN
fuelectenerg-12560	319	8	of	of	ADP
fuelectenerg-12560	319	9	machine	machine	NOUN
fuelectenerg-12560	319	10	learning	learning	NOUN
fuelectenerg-12560	319	11	models	model	NOUN
fuelectenerg-12560	319	12	for	for	ADP
fuelectenerg-12560	319	13	predicting	predict	VERB
fuelectenerg-12560	319	14	cryptocurrency	cryptocurrency	NOUN
fuelectenerg-12560	319	15	225	225	NUM
fuelectenerg-12560	319	16	associated	associate	VERB
fuelectenerg-12560	319	17	with	with	ADP
fuelectenerg-12560	319	18	cryptocurrency	cryptocurrency	NOUN
fuelectenerg-12560	319	19	investments	investment	NOUN
fuelectenerg-12560	319	20	,	,	PUNCT
fuelectenerg-12560	319	21	considering	consider	VERB
fuelectenerg-12560	319	22	the	the	DET
fuelectenerg-12560	319	23	limitations	limitation	NOUN
fuelectenerg-12560	319	24	of	of	ADP
fuelectenerg-12560	319	25	predictive	predictive	ADJ
fuelectenerg-12560	319	26	models	model	NOUN
fuelectenerg-12560	319	27	.	.	PUNCT
fuelectenerg-12560	320	1	this	this	DET
fuelectenerg-12560	320	2	study	study	NOUN
fuelectenerg-12560	320	3	builds	build	VERB
fuelectenerg-12560	320	4	on	on	ADP
fuelectenerg-12560	320	5	and	and	CCONJ
fuelectenerg-12560	320	6	extends	extend	VERB
fuelectenerg-12560	320	7	the	the	DET
fuelectenerg-12560	320	8	findings	finding	NOUN
fuelectenerg-12560	320	9	of	of	ADP
fuelectenerg-12560	320	10	previous	previous	ADJ
fuelectenerg-12560	320	11	research	research	NOUN
fuelectenerg-12560	320	12	in	in	ADP
fuelectenerg-12560	320	13	the	the	DET
fuelectenerg-12560	320	14	field	field	NOUN
fuelectenerg-12560	320	15	of	of	ADP
fuelectenerg-12560	320	16	cryptocurrency	cryptocurrency	NOUN
fuelectenerg-12560	320	17	prediction	prediction	NOUN
fuelectenerg-12560	320	18	,	,	PUNCT
fuelectenerg-12560	320	19	reinforcing	reinforce	VERB
fuelectenerg-12560	320	20	the	the	DET
fuelectenerg-12560	320	21	idea	idea	NOUN
fuelectenerg-12560	320	22	that	that	SCONJ
fuelectenerg-12560	320	23	model	model	NOUN
fuelectenerg-12560	320	24	selection	selection	NOUN
fuelectenerg-12560	320	25	should	should	AUX
fuelectenerg-12560	320	26	be	be	AUX
fuelectenerg-12560	320	27	tailored	tailor	VERB
fuelectenerg-12560	320	28	to	to	ADP
fuelectenerg-12560	320	29	the	the	DET
fuelectenerg-12560	320	30	specific	specific	ADJ
fuelectenerg-12560	320	31	characteristics	characteristic	NOUN
fuelectenerg-12560	320	32	of	of	ADP
fuelectenerg-12560	320	33	each	each	DET
fuelectenerg-12560	320	34	cryptocurrency	cryptocurrency	NOUN
fuelectenerg-12560	320	35	.	.	PUNCT
fuelectenerg-12560	321	1	our	our	PRON
fuelectenerg-12560	321	2	results	result	NOUN
fuelectenerg-12560	321	3	are	be	AUX
fuelectenerg-12560	321	4	consistent	consistent	ADJ
fuelectenerg-12560	321	5	with	with	ADP
fuelectenerg-12560	321	6	the	the	DET
fuelectenerg-12560	321	7	broader	broad	ADJ
fuelectenerg-12560	321	8	consensus	consensus	NOUN
fuelectenerg-12560	321	9	that	that	SCONJ
fuelectenerg-12560	321	10	cryptocurrency	cryptocurrency	NOUN
fuelectenerg-12560	321	11	prediction	prediction	NOUN
fuelectenerg-12560	321	12	is	be	AUX
fuelectenerg-12560	321	13	a	a	DET
fuelectenerg-12560	321	14	multifaceted	multifaceted	ADJ
fuelectenerg-12560	321	15	challenge	challenge	NOUN
fuelectenerg-12560	321	16	and	and	CCONJ
fuelectenerg-12560	321	17	that	that	SCONJ
fuelectenerg-12560	321	18	no	no	DET
fuelectenerg-12560	321	19	single	single	ADJ
fuelectenerg-12560	321	20	model	model	NOUN
fuelectenerg-12560	321	21	can	can	AUX
fuelectenerg-12560	321	22	excel	excel	VERB
fuelectenerg-12560	321	23	in	in	ADP
fuelectenerg-12560	321	24	this	this	DET
fuelectenerg-12560	321	25	complex	complex	ADJ
fuelectenerg-12560	321	26	environment	environment	NOUN
fuelectenerg-12560	321	27	.	.	PUNCT
fuelectenerg-12560	322	1	as	as	ADP
fuelectenerg-12560	322	2	a	a	DET
fuelectenerg-12560	322	3	result	result	NOUN
fuelectenerg-12560	322	4	,	,	PUNCT
fuelectenerg-12560	322	5	this	this	DET
fuelectenerg-12560	322	6	research	research	NOUN
fuelectenerg-12560	322	7	serves	serve	VERB
fuelectenerg-12560	322	8	as	as	ADP
fuelectenerg-12560	322	9	a	a	DET
fuelectenerg-12560	322	10	valuable	valuable	ADJ
fuelectenerg-12560	322	11	reference	reference	NOUN
fuelectenerg-12560	322	12	for	for	ADP
fuelectenerg-12560	322	13	investors	investor	NOUN
fuelectenerg-12560	322	14	,	,	PUNCT
fuelectenerg-12560	322	15	policymakers	policymaker	NOUN
fuelectenerg-12560	322	16	,	,	PUNCT
fuelectenerg-12560	322	17	and	and	CCONJ
fuelectenerg-12560	322	18	researchers	researcher	NOUN
fuelectenerg-12560	322	19	who	who	PRON
fuelectenerg-12560	322	20	want	want	VERB
fuelectenerg-12560	322	21	to	to	PART
fuelectenerg-12560	322	22	delve	delve	VERB
fuelectenerg-12560	322	23	into	into	ADP
fuelectenerg-12560	322	24	the	the	DET
fuelectenerg-12560	322	25	intricacies	intricacy	NOUN
fuelectenerg-12560	322	26	of	of	ADP
fuelectenerg-12560	322	27	cryptocurrency	cryptocurrency	NOUN
fuelectenerg-12560	322	28	price	price	NOUN
fuelectenerg-12560	322	29	prediction	prediction	NOUN
fuelectenerg-12560	322	30	.	.	PUNCT
fuelectenerg-12560	323	1	while	while	SCONJ
fuelectenerg-12560	323	2	there	there	PRON
fuelectenerg-12560	323	3	is	be	VERB
fuelectenerg-12560	323	4	no	no	DET
fuelectenerg-12560	323	5	crystal	crystal	NOUN
fuelectenerg-12560	323	6	ball	ball	NOUN
fuelectenerg-12560	323	7	in	in	ADP
fuelectenerg-12560	323	8	the	the	DET
fuelectenerg-12560	323	9	cryptocurrency	cryptocurrency	NOUN
fuelectenerg-12560	323	10	world	world	NOUN
fuelectenerg-12560	323	11	,	,	PUNCT
fuelectenerg-12560	323	12	our	our	PRON
fuelectenerg-12560	323	13	study	study	NOUN
fuelectenerg-12560	323	14	sheds	shed	VERB
fuelectenerg-12560	323	15	light	light	NOUN
fuelectenerg-12560	323	16	on	on	ADP
fuelectenerg-12560	323	17	various	various	ADJ
fuelectenerg-12560	323	18	machine	machine	NOUN
fuelectenerg-12560	323	19	learning	learning	NOUN
fuelectenerg-12560	323	20	models	model	NOUN
fuelectenerg-12560	323	21	that	that	PRON
fuelectenerg-12560	323	22	can	can	AUX
fuelectenerg-12560	323	23	help	help	VERB
fuelectenerg-12560	323	24	make	make	VERB
fuelectenerg-12560	323	25	informed	informed	ADJ
fuelectenerg-12560	323	26	decisions	decision	NOUN
fuelectenerg-12560	323	27	in	in	ADP
fuelectenerg-12560	323	28	this	this	DET
fuelectenerg-12560	323	29	ever	ever	ADV
fuelectenerg-12560	323	30	-	-	PUNCT
fuelectenerg-12560	323	31	evolving	evolve	VERB
fuelectenerg-12560	323	32	environment	environment	NOUN
fuelectenerg-12560	323	33	.	.	PUNCT
fuelectenerg-12560	324	1	references	reference	NOUN
fuelectenerg-12560	324	2	[	[	X
fuelectenerg-12560	324	3	1	1	NUM
fuelectenerg-12560	324	4	]	]	PUNCT
fuelectenerg-12560	324	5	f.	f.	PROPN
fuelectenerg-12560	324	6	alonso	alonso	PROPN
fuelectenerg-12560	324	7	and	and	CCONJ
fuelectenerg-12560	324	8	m.	m.	PROPN
fuelectenerg-12560	324	9	á	á	PROPN
fuelectenerg-12560	324	10	.	.	PROPN
fuelectenerg-12560	324	11	sicilia	sicilia	PROPN
fuelectenerg-12560	324	12	,	,	PUNCT
fuelectenerg-12560	324	13	"	"	PUNCT
fuelectenerg-12560	324	14	cryptocurrency	cryptocurrency	NOUN
fuelectenerg-12560	324	15	curated	curate	VERB
fuelectenerg-12560	324	16	news	news	NOUN
fuelectenerg-12560	324	17	event	event	NOUN
fuelectenerg-12560	324	18	database	database	NOUN
fuelectenerg-12560	324	19	from	from	ADP
fuelectenerg-12560	324	20	gdelt	gdelt	PROPN
fuelectenerg-12560	324	21	,	,	PUNCT
fuelectenerg-12560	324	22	"	"	PUNCT
fuelectenerg-12560	324	23	research	research	NOUN
fuelectenerg-12560	324	24	square	square	NOUN
fuelectenerg-12560	324	25	(	(	PUNCT
fuelectenerg-12560	324	26	research	research	NOUN
fuelectenerg-12560	324	27	square	square	NOUN
fuelectenerg-12560	324	28	)	)	PUNCT
fuelectenerg-12560	324	29	,	,	PUNCT
fuelectenerg-12560	324	30	oct	oct	PROPN
fuelectenerg-12560	324	31	.	.	PROPN
fuelectenerg-12560	324	32	2022	2022	NUM
fuelectenerg-12560	324	33	.	.	PUNCT
fuelectenerg-12560	325	1	[	[	X
fuelectenerg-12560	325	2	2	2	NUM
fuelectenerg-12560	325	3	]	]	PUNCT
fuelectenerg-12560	325	4	f.	f.	PROPN
fuelectenerg-12560	325	5	d’amario	d’amario	PROPN
fuelectenerg-12560	325	6	and	and	CCONJ
fuelectenerg-12560	325	7	milos	milo	NOUN
fuelectenerg-12560	325	8	ciganovic	ciganovic	PROPN
fuelectenerg-12560	325	9	,	,	PUNCT
fuelectenerg-12560	325	10	"	"	PUNCT
fuelectenerg-12560	325	11	forecasting	forecast	VERB
fuelectenerg-12560	325	12	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	325	13	log	log	NOUN
fuelectenerg-12560	325	14	-	-	PUNCT
fuelectenerg-12560	325	15	returns	return	NOUN
fuelectenerg-12560	325	16	:	:	PUNCT
fuelectenerg-12560	325	17	a	a	DET
fuelectenerg-12560	325	18	lasso	lasso	NOUN
fuelectenerg-12560	325	19	-	-	PUNCT
fuelectenerg-12560	325	20	var	var	NOUN
fuelectenerg-12560	325	21	and	and	CCONJ
fuelectenerg-12560	325	22	sentiment	sentiment	NOUN
fuelectenerg-12560	325	23	approach	approach	NOUN
fuelectenerg-12560	325	24	,	,	PUNCT
fuelectenerg-12560	325	25	"	"	PUNCT
fuelectenerg-12560	325	26	arxiv	arxiv	PROPN
fuelectenerg-12560	325	27	(	(	PUNCT
fuelectenerg-12560	325	28	cornell	cornell	PROPN
fuelectenerg-12560	325	29	university	university	PROPN
fuelectenerg-12560	325	30	)	)	PUNCT
fuelectenerg-12560	325	31	,	,	PUNCT
fuelectenerg-12560	325	32	sep	sep	PROPN
fuelectenerg-12560	325	33	.	.	PROPN
fuelectenerg-12560	325	34	2022	2022	NUM
fuelectenerg-12560	325	35	.	.	PUNCT
fuelectenerg-12560	326	1	[	[	X
fuelectenerg-12560	326	2	3	3	X
fuelectenerg-12560	326	3	]	]	PUNCT
fuelectenerg-12560	326	4	s.	s.	PROPN
fuelectenerg-12560	326	5	a.	a.	PROPN
fuelectenerg-12560	326	6	manavi	manavi	PROPN
fuelectenerg-12560	326	7	,	,	PUNCT
fuelectenerg-12560	326	8	g.	g.	PROPN
fuelectenerg-12560	326	9	jafari	jafari	PROPN
fuelectenerg-12560	326	10	,	,	PUNCT
fuelectenerg-12560	326	11	s.	s.	PROPN
fuelectenerg-12560	326	12	rouhani	rouhani	PROPN
fuelectenerg-12560	326	13	,	,	PUNCT
fuelectenerg-12560	326	14	and	and	CCONJ
fuelectenerg-12560	326	15	m.	m.	PROPN
fuelectenerg-12560	326	16	ausloos	ausloos	PROPN
fuelectenerg-12560	326	17	,	,	PUNCT
fuelectenerg-12560	326	18	"	"	PUNCT
fuelectenerg-12560	326	19	demythifying	demythifye	VERB
fuelectenerg-12560	326	20	the	the	DET
fuelectenerg-12560	326	21	belief	belief	NOUN
fuelectenerg-12560	326	22	in	in	ADP
fuelectenerg-12560	326	23	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	326	24	decentralized	decentralize	VERB
fuelectenerg-12560	326	25	aspects	aspect	NOUN
fuelectenerg-12560	326	26	.	.	PUNCT
fuelectenerg-12560	327	1	a	a	DET
fuelectenerg-12560	327	2	study	study	NOUN
fuelectenerg-12560	327	3	of	of	ADP
fuelectenerg-12560	327	4	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	327	5	time	time	NOUN
fuelectenerg-12560	327	6	cross	cross	NOUN
fuelectenerg-12560	327	7	-	-	NOUN
fuelectenerg-12560	327	8	correlations	correlation	NOUN
fuelectenerg-12560	327	9	with	with	ADP
fuelectenerg-12560	327	10	common	common	ADJ
fuelectenerg-12560	327	11	currencies	currency	NOUN
fuelectenerg-12560	327	12	,	,	PUNCT
fuelectenerg-12560	327	13	commodities	commodity	NOUN
fuelectenerg-12560	327	14	and	and	CCONJ
fuelectenerg-12560	327	15	financial	financial	ADJ
fuelectenerg-12560	327	16	indices	index	NOUN
fuelectenerg-12560	327	17	,	,	PUNCT
fuelectenerg-12560	327	18	"	"	PUNCT
fuelectenerg-12560	327	19	physica	physica	NOUN
fuelectenerg-12560	327	20	a	a	DET
fuelectenerg-12560	327	21	:	:	PUNCT
fuelectenerg-12560	327	22	statistical	statistical	ADJ
fuelectenerg-12560	327	23	mechanics	mechanic	NOUN
fuelectenerg-12560	327	24	and	and	CCONJ
fuelectenerg-12560	327	25	its	its	PRON
fuelectenerg-12560	327	26	applications	application	NOUN
fuelectenerg-12560	327	27	,	,	PUNCT
fuelectenerg-12560	327	28	vol	vol	NOUN
fuelectenerg-12560	327	29	.	.	PROPN
fuelectenerg-12560	327	30	556	556	NUM
fuelectenerg-12560	327	31	,	,	PUNCT
fuelectenerg-12560	327	32	p.	p.	NOUN
fuelectenerg-12560	327	33	124759	124759	NUM
fuelectenerg-12560	327	34	,	,	PUNCT
fuelectenerg-12560	327	35	oct	oct	PROPN
fuelectenerg-12560	327	36	.	.	PROPN
fuelectenerg-12560	327	37	2020	2020	NUM
fuelectenerg-12560	327	38	.	.	PUNCT
fuelectenerg-12560	328	1	[	[	X
fuelectenerg-12560	328	2	4	4	X
fuelectenerg-12560	328	3	]	]	PUNCT
fuelectenerg-12560	328	4	l.	l.	PROPN
fuelectenerg-12560	328	5	j.	j.	PROPN
fuelectenerg-12560	328	6	tjahyana	tjahyana	PROPN
fuelectenerg-12560	328	7	,	,	PUNCT
fuelectenerg-12560	328	8	"	"	PUNCT
fuelectenerg-12560	328	9	studi	studi	PROPN
fuelectenerg-12560	328	10	netnografi	netnografi	PROPN
fuelectenerg-12560	328	11	pola	pola	PROPN
fuelectenerg-12560	328	12	komunikasi	komunikasi	PROPN
fuelectenerg-12560	328	13	jaringan	jaringan	PROPN
fuelectenerg-12560	328	14	komunitas	komunita	VERB
fuelectenerg-12560	328	15	cryptocurrency	cryptocurrency	NOUN
fuelectenerg-12560	328	16	dogecoin	dogecoin	NOUN
fuelectenerg-12560	328	17	pada	pada	PROPN
fuelectenerg-12560	328	18	twitter	twitter	NOUN
fuelectenerg-12560	328	19	,	,	PUNCT
fuelectenerg-12560	328	20	"	"	PUNCT
fuelectenerg-12560	328	21	jurnal	jurnal	ADJ
fuelectenerg-12560	328	22	komunikatif	komunikatif	NOUN
fuelectenerg-12560	328	23	,	,	PUNCT
fuelectenerg-12560	328	24	vol	vol	NOUN
fuelectenerg-12560	328	25	.	.	PROPN
fuelectenerg-12560	329	1	10	10	NUM
fuelectenerg-12560	329	2	,	,	PUNCT
fuelectenerg-12560	329	3	no	no	INTJ
fuelectenerg-12560	329	4	.	.	NOUN
fuelectenerg-12560	329	5	1	1	NUM
fuelectenerg-12560	329	6	,	,	PUNCT
fuelectenerg-12560	329	7	pp	pp	ADJ
fuelectenerg-12560	329	8	.	.	PUNCT
fuelectenerg-12560	330	1	16–37	16–37	NUM
fuelectenerg-12560	330	2	,	,	PUNCT
fuelectenerg-12560	330	3	jul	jul	PROPN
fuelectenerg-12560	330	4	.	.	PROPN
fuelectenerg-12560	330	5	2021	2021	NUM
fuelectenerg-12560	330	6	.	.	PUNCT
fuelectenerg-12560	331	1	[	[	X
fuelectenerg-12560	331	2	5	5	NUM
fuelectenerg-12560	331	3	]	]	PUNCT
fuelectenerg-12560	331	4	s.	s.	PROPN
fuelectenerg-12560	331	5	ichsani	ichsani	PROPN
fuelectenerg-12560	331	6	and	and	CCONJ
fuelectenerg-12560	331	7	n.	n.	PROPN
fuelectenerg-12560	331	8	s.	s.	PROPN
fuelectenerg-12560	331	9	mahendra	mahendra	PROPN
fuelectenerg-12560	331	10	,	,	PUNCT
fuelectenerg-12560	331	11	"	"	PUNCT
fuelectenerg-12560	331	12	return	return	VERB
fuelectenerg-12560	331	13	and	and	CCONJ
fuelectenerg-12560	331	14	risk	risk	VERB
fuelectenerg-12560	331	15	analysis	analysis	NOUN
fuelectenerg-12560	331	16	on	on	ADP
fuelectenerg-12560	331	17	cryptocurrency	cryptocurrency	NOUN
fuelectenerg-12560	331	18	assets	asset	NOUN
fuelectenerg-12560	331	19	,	,	PUNCT
fuelectenerg-12560	331	20	"	"	PUNCT
fuelectenerg-12560	331	21	kontigensi	kontigensi	NOUN
fuelectenerg-12560	331	22	:	:	PUNCT
fuelectenerg-12560	331	23	jurnal	jurnal	ADJ
fuelectenerg-12560	331	24	ilmiah	ilmiah	NOUN
fuelectenerg-12560	331	25	manajemen	manajeman	NOUN
fuelectenerg-12560	331	26	,	,	PUNCT
fuelectenerg-12560	331	27	vol	vol	NOUN
fuelectenerg-12560	331	28	.	.	PROPN
fuelectenerg-12560	332	1	10	10	NUM
fuelectenerg-12560	332	2	,	,	PUNCT
fuelectenerg-12560	332	3	no	no	INTJ
fuelectenerg-12560	332	4	.	.	NOUN
fuelectenerg-12560	332	5	1	1	NUM
fuelectenerg-12560	332	6	,	,	PUNCT
fuelectenerg-12560	332	7	pp	pp	ADJ
fuelectenerg-12560	332	8	.	.	PUNCT
fuelectenerg-12560	333	1	149–160	149–160	NUM
fuelectenerg-12560	333	2	,	,	PUNCT
fuelectenerg-12560	333	3	jun	jun	PROPN
fuelectenerg-12560	333	4	.	.	PROPN
fuelectenerg-12560	333	5	2022	2022	NUM
fuelectenerg-12560	333	6	.	.	PUNCT
fuelectenerg-12560	334	1	[	[	X
fuelectenerg-12560	334	2	6	6	NUM
fuelectenerg-12560	334	3	]	]	PUNCT
fuelectenerg-12560	334	4	b.	b.	PROPN
fuelectenerg-12560	334	5	ebner	ebner	PROPN
fuelectenerg-12560	334	6	,	,	PUNCT
fuelectenerg-12560	334	7	l.	l.	PROPN
fuelectenerg-12560	334	8	eid	eid	PROPN
fuelectenerg-12560	334	9	,	,	PUNCT
fuelectenerg-12560	334	10	and	and	CCONJ
fuelectenerg-12560	334	11	b.	b.	PROPN
fuelectenerg-12560	334	12	klar	klar	PROPN
fuelectenerg-12560	334	13	,	,	PUNCT
fuelectenerg-12560	334	14	"	"	PUNCT
fuelectenerg-12560	334	15	cauchy	cauchy	ADJ
fuelectenerg-12560	334	16	or	or	CCONJ
fuelectenerg-12560	334	17	not	not	PART
fuelectenerg-12560	334	18	cauchy	cauchy	PROPN
fuelectenerg-12560	334	19	?	?	PUNCT
fuelectenerg-12560	335	1	new	new	ADJ
fuelectenerg-12560	335	2	goodness	goodness	NOUN
fuelectenerg-12560	335	3	-	-	PUNCT
fuelectenerg-12560	335	4	of	of	ADP
fuelectenerg-12560	335	5	-	-	PUNCT
fuelectenerg-12560	335	6	fit	fit	ADJ
fuelectenerg-12560	335	7	tests	test	NOUN
fuelectenerg-12560	335	8	for	for	ADP
fuelectenerg-12560	335	9	the	the	DET
fuelectenerg-12560	335	10	cauchy	cauchy	ADJ
fuelectenerg-12560	335	11	distribution	distribution	NOUN
fuelectenerg-12560	335	12	,	,	PUNCT
fuelectenerg-12560	335	13	"	"	PUNCT
fuelectenerg-12560	335	14	arxiv	arxiv	PROPN
fuelectenerg-12560	335	15	(	(	PUNCT
fuelectenerg-12560	335	16	cornell	cornell	PROPN
fuelectenerg-12560	335	17	university	university	PROPN
fuelectenerg-12560	335	18	)	)	PUNCT
fuelectenerg-12560	335	19	,	,	PUNCT
fuelectenerg-12560	335	20	jun	jun	PROPN
fuelectenerg-12560	335	21	.	.	PROPN
fuelectenerg-12560	335	22	2021	2021	NUM
fuelectenerg-12560	335	23	.	.	PUNCT
fuelectenerg-12560	336	1	[	[	X
fuelectenerg-12560	336	2	7	7	X
fuelectenerg-12560	336	3	]	]	X
fuelectenerg-12560	336	4	r.	r.	PROPN
fuelectenerg-12560	336	5	kher	kher	PROPN
fuelectenerg-12560	336	6	,	,	PUNCT
fuelectenerg-12560	336	7	s.	s.	PROPN
fuelectenerg-12560	336	8	terjesen	terjesen	PROPN
fuelectenerg-12560	336	9	,	,	PUNCT
fuelectenerg-12560	336	10	and	and	CCONJ
fuelectenerg-12560	336	11	c.	c.	PROPN
fuelectenerg-12560	336	12	liu	liu	PROPN
fuelectenerg-12560	336	13	,	,	PUNCT
fuelectenerg-12560	336	14	"	"	PUNCT
fuelectenerg-12560	336	15	blockchain	blockchain	NOUN
fuelectenerg-12560	336	16	,	,	PUNCT
fuelectenerg-12560	336	17	bitcoin	bitcoin	NOUN
fuelectenerg-12560	336	18	,	,	PUNCT
fuelectenerg-12560	336	19	and	and	CCONJ
fuelectenerg-12560	336	20	icos	icos	PROPN
fuelectenerg-12560	336	21	:	:	PUNCT
fuelectenerg-12560	336	22	a	a	DET
fuelectenerg-12560	336	23	review	review	NOUN
fuelectenerg-12560	336	24	and	and	CCONJ
fuelectenerg-12560	336	25	research	research	NOUN
fuelectenerg-12560	336	26	agenda	agenda	NOUN
fuelectenerg-12560	336	27	,	,	PUNCT
fuelectenerg-12560	336	28	"	"	PUNCT
fuelectenerg-12560	336	29	small	small	ADJ
fuelectenerg-12560	336	30	business	business	NOUN
fuelectenerg-12560	336	31	economics	economic	NOUN
fuelectenerg-12560	336	32	,	,	PUNCT
fuelectenerg-12560	336	33	jan	jan	PROPN
fuelectenerg-12560	336	34	.	.	PROPN
fuelectenerg-12560	336	35	2020	2020	NUM
fuelectenerg-12560	336	36	.	.	PUNCT
fuelectenerg-12560	337	1	[	[	X
fuelectenerg-12560	337	2	8	8	NUM
fuelectenerg-12560	337	3	]	]	PUNCT
fuelectenerg-12560	337	4	q.	q.	PROPN
fuelectenerg-12560	337	5	a.	a.	PROPN
fuelectenerg-12560	337	6	al	al	PROPN
fuelectenerg-12560	337	7	-	-	PUNCT
fuelectenerg-12560	337	8	haija	haija	PROPN
fuelectenerg-12560	337	9	and	and	CCONJ
fuelectenerg-12560	337	10	a.	a.	NOUN
fuelectenerg-12560	337	11	a.	a.	NOUN
fuelectenerg-12560	337	12	alsulami	alsulami	PROPN
fuelectenerg-12560	337	13	,	,	PUNCT
fuelectenerg-12560	337	14	"	"	PUNCT
fuelectenerg-12560	337	15	high	high	ADJ
fuelectenerg-12560	337	16	performance	performance	NOUN
fuelectenerg-12560	337	17	classification	classification	NOUN
fuelectenerg-12560	337	18	model	model	NOUN
fuelectenerg-12560	337	19	to	to	PART
fuelectenerg-12560	337	20	identify	identify	VERB
fuelectenerg-12560	337	21	ransomware	ransomware	NOUN
fuelectenerg-12560	337	22	payments	payment	NOUN
fuelectenerg-12560	337	23	for	for	ADP
fuelectenerg-12560	337	24	heterogeneous	heterogeneous	ADJ
fuelectenerg-12560	337	25	bitcoin	bitcoin	NOUN
fuelectenerg-12560	337	26	networks	network	NOUN
fuelectenerg-12560	337	27	,	,	PUNCT
fuelectenerg-12560	337	28	”	"	PUNCT
fuelectenerg-12560	337	29	electronics	electronic	NOUN
fuelectenerg-12560	337	30	,	,	PUNCT
fuelectenerg-12560	337	31	vol	vol	NOUN
fuelectenerg-12560	337	32	.	.	PROPN
fuelectenerg-12560	338	1	10	10	NUM
fuelectenerg-12560	338	2	,	,	PUNCT
fuelectenerg-12560	338	3	no	no	INTJ
fuelectenerg-12560	338	4	.	.	NOUN
fuelectenerg-12560	338	5	17	17	NUM
fuelectenerg-12560	338	6	,	,	PUNCT
fuelectenerg-12560	338	7	p.	p.	NOUN
fuelectenerg-12560	338	8	2113	2113	NUM
fuelectenerg-12560	338	9	,	,	PUNCT
fuelectenerg-12560	338	10	aug	aug	PROPN
fuelectenerg-12560	338	11	.	.	PROPN
fuelectenerg-12560	338	12	2021	2021	NUM
fuelectenerg-12560	338	13	.	.	PUNCT
fuelectenerg-12560	339	1	[	[	X
fuelectenerg-12560	339	2	9	9	NUM
fuelectenerg-12560	339	3	]	]	PUNCT
fuelectenerg-12560	339	4	p.	p.	NOUN
fuelectenerg-12560	339	5	k.	k.	PROPN
fuelectenerg-12560	340	1	singh	singh	PROPN
fuelectenerg-12560	340	2	,	,	PUNCT
fuelectenerg-12560	340	3	a.	a.	PROPN
fuelectenerg-12560	340	4	k.	k.	PROPN
fuelectenerg-12560	340	5	pandey	pandey	PROPN
fuelectenerg-12560	340	6	,	,	PUNCT
fuelectenerg-12560	340	7	and	and	CCONJ
fuelectenerg-12560	340	8	s.	s.	PROPN
fuelectenerg-12560	340	9	c.	c.	PROPN
fuelectenerg-12560	340	10	bose	bose	PROPN
fuelectenerg-12560	340	11	,	,	PUNCT
fuelectenerg-12560	340	12	“	"	PUNCT
fuelectenerg-12560	340	13	a	a	DET
fuelectenerg-12560	340	14	new	new	ADJ
fuelectenerg-12560	340	15	grey	grey	NOUN
fuelectenerg-12560	340	16	system	system	NOUN
fuelectenerg-12560	340	17	approach	approach	NOUN
fuelectenerg-12560	340	18	to	to	ADP
fuelectenerg-12560	340	19	forecast	forecast	VERB
fuelectenerg-12560	340	20	closing	closing	NOUN
fuelectenerg-12560	340	21	price	price	NOUN
fuelectenerg-12560	340	22	of	of	ADP
fuelectenerg-12560	340	23	bitcoin	bitcoin	NOUN
fuelectenerg-12560	340	24	,	,	PUNCT
fuelectenerg-12560	340	25	bionic	bionic	ADJ
fuelectenerg-12560	340	26	,	,	PUNCT
fuelectenerg-12560	340	27	cardano	cardano	NOUN
fuelectenerg-12560	340	28	,	,	PUNCT
fuelectenerg-12560	340	29	dogecoin	dogecoin	NOUN
fuelectenerg-12560	340	30	,	,	PUNCT
fuelectenerg-12560	340	31	ethereum	ethereum	NOUN
fuelectenerg-12560	340	32	,	,	PUNCT
fuelectenerg-12560	340	33	xrp	xrp	PROPN
fuelectenerg-12560	340	34	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	340	35	,	,	PUNCT
fuelectenerg-12560	340	36	"	"	PUNCT
fuelectenerg-12560	340	37	quality	quality	NOUN
fuelectenerg-12560	340	38	&	&	CCONJ
fuelectenerg-12560	340	39	quantity	quantity	NOUN
fuelectenerg-12560	340	40	,	,	PUNCT
fuelectenerg-12560	340	41	jul	jul	PROPN
fuelectenerg-12560	340	42	.	.	PROPN
fuelectenerg-12560	340	43	2022	2022	NUM
fuelectenerg-12560	340	44	.	.	PUNCT
fuelectenerg-12560	341	1	[	[	X
fuelectenerg-12560	341	2	10	10	NUM
fuelectenerg-12560	341	3	]	]	X
fuelectenerg-12560	341	4	l.	l.	PROPN
fuelectenerg-12560	341	5	h.	h.	PROPN
fuelectenerg-12560	341	6	s.	s.	PROPN
fuelectenerg-12560	341	7	fernandes	fernandes	PROPN
fuelectenerg-12560	341	8	,	,	PUNCT
fuelectenerg-12560	341	9	e.	e.	PROPN
fuelectenerg-12560	341	10	bouri	bouri	PROPN
fuelectenerg-12560	341	11	,	,	PUNCT
fuelectenerg-12560	341	12	j.	j.	PROPN
fuelectenerg-12560	341	13	w.	w.	PROPN
fuelectenerg-12560	341	14	l.	l.	PROPN
fuelectenerg-12560	341	15	silva	silva	PROPN
fuelectenerg-12560	341	16	,	,	PUNCT
fuelectenerg-12560	341	17	l.	l.	PROPN
fuelectenerg-12560	341	18	bejan	bejan	PROPN
fuelectenerg-12560	341	19	,	,	PUNCT
fuelectenerg-12560	341	20	and	and	CCONJ
fuelectenerg-12560	341	21	f.	f.	PROPN
fuelectenerg-12560	341	22	h.	h.	PROPN
fuelectenerg-12560	341	23	a.	a.	PROPN
fuelectenerg-12560	341	24	de	de	PROPN
fuelectenerg-12560	341	25	araujo	araujo	PROPN
fuelectenerg-12560	341	26	,	,	PUNCT
fuelectenerg-12560	341	27	"	"	PUNCT
fuelectenerg-12560	341	28	the	the	DET
fuelectenerg-12560	341	29	resilience	resilience	NOUN
fuelectenerg-12560	341	30	of	of	ADP
fuelectenerg-12560	341	31	cryptocurrency	cryptocurrency	NOUN
fuelectenerg-12560	341	32	market	market	NOUN
fuelectenerg-12560	341	33	efficiency	efficiency	NOUN
fuelectenerg-12560	341	34	to	to	ADP
fuelectenerg-12560	341	35	covid-19	covid-19	PROPN
fuelectenerg-12560	341	36	shock	shock	NOUN
fuelectenerg-12560	341	37	,	,	PUNCT
fuelectenerg-12560	341	38	"	"	PUNCT
fuelectenerg-12560	341	39	physica	physica	NOUN
fuelectenerg-12560	341	40	a	a	DET
fuelectenerg-12560	341	41	:	:	PUNCT
fuelectenerg-12560	341	42	statistical	statistical	ADJ
fuelectenerg-12560	341	43	mechanics	mechanic	NOUN
fuelectenerg-12560	341	44	and	and	CCONJ
fuelectenerg-12560	341	45	its	its	PRON
fuelectenerg-12560	341	46	applications	application	NOUN
fuelectenerg-12560	341	47	,	,	PUNCT
fuelectenerg-12560	341	48	p.	p.	NOUN
fuelectenerg-12560	341	49	128218	128218	NUM
fuelectenerg-12560	341	50	,	,	PUNCT
fuelectenerg-12560	341	51	oct	oct	PROPN
fuelectenerg-12560	341	52	.	.	PROPN
fuelectenerg-12560	341	53	2022	2022	NUM
fuelectenerg-12560	341	54	.	.	PUNCT
fuelectenerg-12560	342	1	[	[	X
fuelectenerg-12560	342	2	11	11	NUM
fuelectenerg-12560	342	3	]	]	PUNCT
fuelectenerg-12560	342	4	j.-f	j.-f	NOUN
fuelectenerg-12560	342	5	.	.	PUNCT
fuelectenerg-12560	343	1	pietschmann	pietschmann	PROPN
fuelectenerg-12560	343	2	and	and	CCONJ
fuelectenerg-12560	343	3	m.	m.	NOUN
fuelectenerg-12560	343	4	schlottbom	schlottbom	NOUN
fuelectenerg-12560	343	5	,	,	PUNCT
fuelectenerg-12560	343	6	"	"	PUNCT
fuelectenerg-12560	343	7	data	datum	NOUN
fuelectenerg-12560	343	8	driven	drive	VERB
fuelectenerg-12560	343	9	gradient	gradient	NOUN
fuelectenerg-12560	343	10	flows	flow	NOUN
fuelectenerg-12560	343	11	,	,	PUNCT
fuelectenerg-12560	343	12	"	"	PUNCT
fuelectenerg-12560	343	13	arxiv	arxiv	PROPN
fuelectenerg-12560	343	14	(	(	PUNCT
fuelectenerg-12560	343	15	cornell	cornell	PROPN
fuelectenerg-12560	343	16	university	university	PROPN
fuelectenerg-12560	343	17	)	)	PUNCT
fuelectenerg-12560	343	18	,	,	PUNCT
fuelectenerg-12560	343	19	may	may	AUX
fuelectenerg-12560	343	20	2022	2022	NUM
fuelectenerg-12560	343	21	.	.	PUNCT
fuelectenerg-12560	344	1	[	[	X
fuelectenerg-12560	344	2	12	12	NUM
fuelectenerg-12560	344	3	]	]	X
fuelectenerg-12560	344	4	l.	l.	PROPN
fuelectenerg-12560	344	5	juškaitė	juškaitė	PROPN
fuelectenerg-12560	344	6	and	and	CCONJ
fuelectenerg-12560	344	7	l.	l.	PROPN
fuelectenerg-12560	344	8	gudelytė	gudelytė	PROPN
fuelectenerg-12560	344	9	-	-	PUNCT
fuelectenerg-12560	344	10	žilinskienė	žilinskienė	ADJ
fuelectenerg-12560	344	11	,	,	PUNCT
fuelectenerg-12560	344	12	"	"	PUNCT
fuelectenerg-12560	344	13	investigation	investigation	NOUN
fuelectenerg-12560	344	14	of	of	ADP
fuelectenerg-12560	344	15	the	the	DET
fuelectenerg-12560	344	16	feasibility	feasibility	NOUN
fuelectenerg-12560	344	17	of	of	ADP
fuelectenerg-12560	344	18	including	include	VERB
fuelectenerg-12560	344	19	different	different	ADJ
fuelectenerg-12560	344	20	cryptocurrencies	cryptocurrencie	NOUN
fuelectenerg-12560	344	21	in	in	ADP
fuelectenerg-12560	344	22	the	the	DET
fuelectenerg-12560	344	23	investment	investment	NOUN
fuelectenerg-12560	344	24	portfolio	portfolio	NOUN
fuelectenerg-12560	344	25	for	for	ADP
fuelectenerg-12560	344	26	its	its	PRON
fuelectenerg-12560	344	27	diversification	diversification	NOUN
fuelectenerg-12560	344	28	,	,	PUNCT
fuelectenerg-12560	344	29	"	"	PUNCT
fuelectenerg-12560	344	30	journal	journal	NOUN
fuelectenerg-12560	344	31	business	business	NOUN
fuelectenerg-12560	344	32	,	,	PUNCT
fuelectenerg-12560	344	33	management	management	NOUN
fuelectenerg-12560	344	34	and	and	CCONJ
fuelectenerg-12560	344	35	economics	economic	NOUN
fuelectenerg-12560	344	36	engineering	engineering	NOUN
fuelectenerg-12560	344	37	,	,	PUNCT
fuelectenerg-12560	344	38	vol	vol	NOUN
fuelectenerg-12560	344	39	.	.	PROPN
fuelectenerg-12560	344	40	20	20	NUM
fuelectenerg-12560	344	41	,	,	PUNCT
fuelectenerg-12560	344	42	no	no	INTJ
fuelectenerg-12560	344	43	.	.	NOUN
fuelectenerg-12560	344	44	01	01	NUM
fuelectenerg-12560	344	45	,	,	PUNCT
fuelectenerg-12560	344	46	pp	pp	ADJ
fuelectenerg-12560	344	47	.	.	PUNCT
fuelectenerg-12560	345	1	172–188	172–188	NUM
fuelectenerg-12560	345	2	,	,	PUNCT
fuelectenerg-12560	345	3	may	may	AUX
fuelectenerg-12560	345	4	2022	2022	NUM
fuelectenerg-12560	345	5	.	.	PUNCT
fuelectenerg-12560	346	1	[	[	X
fuelectenerg-12560	346	2	13	13	NUM
fuelectenerg-12560	346	3	]	]	PUNCT
fuelectenerg-12560	346	4	k.	k.	NOUN
fuelectenerg-12560	347	1	he	he	PROPN
fuelectenerg-12560	347	2	,	,	PUNCT
fuelectenerg-12560	347	3	q.	q.	PROPN
fuelectenerg-12560	347	4	yang	yang	PROPN
fuelectenerg-12560	347	5	,	,	PUNCT
fuelectenerg-12560	347	6	l.	l.	PROPN
fuelectenerg-12560	347	7	ji	ji	PROPN
fuelectenerg-12560	347	8	,	,	PUNCT
fuelectenerg-12560	347	9	j.	j.	PROPN
fuelectenerg-12560	347	10	pan	pan	PROPN
fuelectenerg-12560	347	11	,	,	PUNCT
fuelectenerg-12560	347	12	and	and	CCONJ
fuelectenerg-12560	347	13	y.	y.	PROPN
fuelectenerg-12560	347	14	zou	zou	PROPN
fuelectenerg-12560	347	15	,	,	PUNCT
fuelectenerg-12560	347	16	"	"	PUNCT
fuelectenerg-12560	347	17	financial	financial	ADJ
fuelectenerg-12560	347	18	time	time	NOUN
fuelectenerg-12560	347	19	series	series	PROPN
fuelectenerg-12560	347	20	forecasting	forecasting	NOUN
fuelectenerg-12560	347	21	with	with	ADP
fuelectenerg-12560	347	22	the	the	DET
fuelectenerg-12560	347	23	deep	deep	ADJ
fuelectenerg-12560	347	24	learning	learning	NOUN
fuelectenerg-12560	347	25	ensemble	ensemble	ADJ
fuelectenerg-12560	347	26	model	model	NOUN
fuelectenerg-12560	347	27	,	,	PUNCT
fuelectenerg-12560	347	28	"	"	PUNCT
fuelectenerg-12560	347	29	mathematics	mathematic	NOUN
fuelectenerg-12560	347	30	,	,	PUNCT
fuelectenerg-12560	347	31	vol	vol	NOUN
fuelectenerg-12560	347	32	.	.	PROPN
fuelectenerg-12560	347	33	11	11	NUM
fuelectenerg-12560	347	34	,	,	PUNCT
fuelectenerg-12560	347	35	no	no	INTJ
fuelectenerg-12560	347	36	.	.	NOUN
fuelectenerg-12560	347	37	4	4	NUM
fuelectenerg-12560	347	38	,	,	PUNCT
fuelectenerg-12560	347	39	p.	p.	NOUN
fuelectenerg-12560	347	40	1054	1054	NUM
fuelectenerg-12560	347	41	,	,	PUNCT
fuelectenerg-12560	347	42	jan	jan	PROPN
fuelectenerg-12560	347	43	.	.	PROPN
fuelectenerg-12560	347	44	2023	2023	NUM
fuelectenerg-12560	347	45	.	.	PUNCT
fuelectenerg-12560	348	1	[	[	X
fuelectenerg-12560	348	2	14	14	NUM
fuelectenerg-12560	348	3	]	]	X
fuelectenerg-12560	348	4	l.	l.	PROPN
fuelectenerg-12560	348	5	rokach	rokach	PROPN
fuelectenerg-12560	348	6	and	and	CCONJ
fuelectenerg-12560	348	7	o.	o.	NOUN
fuelectenerg-12560	348	8	z.	z.	PROPN
fuelectenerg-12560	348	9	maimon	maimon	PROPN
fuelectenerg-12560	348	10	,	,	PUNCT
fuelectenerg-12560	348	11	data	datum	NOUN
fuelectenerg-12560	348	12	mining	mining	NOUN
fuelectenerg-12560	348	13	with	with	ADP
fuelectenerg-12560	348	14	decision	decision	NOUN
fuelectenerg-12560	348	15	trees	tree	NOUN
fuelectenerg-12560	348	16	:	:	PUNCT
fuelectenerg-12560	348	17	theory	theory	NOUN
fuelectenerg-12560	348	18	and	and	CCONJ
fuelectenerg-12560	348	19	applications	application	NOUN
fuelectenerg-12560	348	20	.	.	PUNCT
fuelectenerg-12560	349	1	new	new	PROPN
fuelectenerg-12560	349	2	jersey	jersey	PROPN
fuelectenerg-12560	349	3	etc	etc	X
fuelectenerg-12560	349	4	.	.	PUNCT
fuelectenerg-12560	349	5	:	:	PUNCT
fuelectenerg-12560	349	6	world	world	NOUN
fuelectenerg-12560	349	7	scientific	scientific	ADJ
fuelectenerg-12560	349	8	,	,	PUNCT
fuelectenerg-12560	349	9	cop	cop	NOUN
fuelectenerg-12560	349	10	,	,	PUNCT
fuelectenerg-12560	349	11	2015	2015	NUM
fuelectenerg-12560	349	12	.	.	PUNCT
fuelectenerg-12560	350	1	[	[	X
fuelectenerg-12560	350	2	15	15	NUM
fuelectenerg-12560	350	3	]	]	X
fuelectenerg-12560	350	4	b.	b.	PROPN
fuelectenerg-12560	350	5	gupta	gupta	PROPN
fuelectenerg-12560	350	6	,	,	PUNCT
fuelectenerg-12560	350	7	a.	a.	PROPN
fuelectenerg-12560	350	8	rawat	rawat	PROPN
fuelectenerg-12560	350	9	,	,	PUNCT
fuelectenerg-12560	350	10	a.	a.	NOUN
fuelectenerg-12560	350	11	jain	jain	PROPN
fuelectenerg-12560	350	12	,	,	PUNCT
fuelectenerg-12560	350	13	a.	a.	PROPN
fuelectenerg-12560	350	14	arora	arora	PROPN
fuelectenerg-12560	350	15	,	,	PUNCT
fuelectenerg-12560	350	16	and	and	CCONJ
fuelectenerg-12560	350	17	n.	n.	NOUN
fuelectenerg-12560	350	18	dhami	dhami	NOUN
fuelectenerg-12560	350	19	,	,	PUNCT
fuelectenerg-12560	350	20	"	"	PUNCT
fuelectenerg-12560	350	21	analysis	analysis	NOUN
fuelectenerg-12560	350	22	of	of	ADP
fuelectenerg-12560	350	23	various	various	ADJ
fuelectenerg-12560	350	24	decision	decision	NOUN
fuelectenerg-12560	350	25	tree	tree	NOUN
fuelectenerg-12560	350	26	algorithms	algorithm	NOUN
fuelectenerg-12560	350	27	for	for	ADP
fuelectenerg-12560	350	28	classification	classification	NOUN
fuelectenerg-12560	350	29	in	in	ADP
fuelectenerg-12560	350	30	data	datum	NOUN
fuelectenerg-12560	350	31	mining	mining	NOUN
fuelectenerg-12560	350	32	,	,	PUNCT
fuelectenerg-12560	350	33	"	"	PUNCT
fuelectenerg-12560	350	34	international	international	ADJ
fuelectenerg-12560	350	35	journal	journal	NOUN
fuelectenerg-12560	350	36	of	of	ADP
fuelectenerg-12560	350	37	computer	computer	NOUN
fuelectenerg-12560	350	38	applications	application	NOUN
fuelectenerg-12560	350	39	,	,	PUNCT
fuelectenerg-12560	350	40	vol	vol	NOUN
fuelectenerg-12560	350	41	.	.	PROPN
fuelectenerg-12560	350	42	163	163	NUM
fuelectenerg-12560	350	43	,	,	PUNCT
fuelectenerg-12560	350	44	no	no	INTJ
fuelectenerg-12560	350	45	.	.	NOUN
fuelectenerg-12560	350	46	8	8	NUM
fuelectenerg-12560	350	47	,	,	PUNCT
fuelectenerg-12560	350	48	pp	pp	ADJ
fuelectenerg-12560	350	49	.	.	PUNCT
fuelectenerg-12560	350	50	15	15	NUM
fuelectenerg-12560	350	51	–	–	PUNCT
fuelectenerg-12560	350	52	19	19	NUM
fuelectenerg-12560	350	53	,	,	PUNCT
fuelectenerg-12560	350	54	apr	apr	NOUN
fuelectenerg-12560	350	55	.	.	PROPN
fuelectenerg-12560	350	56	2017	2017	NUM
fuelectenerg-12560	350	57	.	.	PUNCT
fuelectenerg-12560	351	1	[	[	X
fuelectenerg-12560	351	2	16	16	NUM
fuelectenerg-12560	351	3	]	]	X
fuelectenerg-12560	351	4	a.	a.	NOUN
fuelectenerg-12560	351	5	singh	singh	PROPN
fuelectenerg-12560	351	6	,	,	PUNCT
fuelectenerg-12560	351	7	"	"	PUNCT
fuelectenerg-12560	351	8	a	a	DET
fuelectenerg-12560	351	9	new	new	ADJ
fuelectenerg-12560	351	10	investment	investment	NOUN
fuelectenerg-12560	351	11	opportunity	opportunity	NOUN
fuelectenerg-12560	351	12	:	:	PUNCT
fuelectenerg-12560	351	13	bitcoin	bitcoin	PROPN
fuelectenerg-12560	351	14	&	&	CCONJ
fuelectenerg-12560	351	15	ethereum	ethereum	PROPN
fuelectenerg-12560	351	16	cryptocurrency	cryptocurrency	NOUN
fuelectenerg-12560	351	17	,	,	PUNCT
fuelectenerg-12560	351	18	"	"	PUNCT
fuelectenerg-12560	351	19	international	international	ADJ
fuelectenerg-12560	351	20	journal	journal	NOUN
fuelectenerg-12560	351	21	of	of	ADP
fuelectenerg-12560	351	22	scientific	scientific	ADJ
fuelectenerg-12560	351	23	research	research	NOUN
fuelectenerg-12560	351	24	in	in	ADP
fuelectenerg-12560	351	25	engineering	engineering	NOUN
fuelectenerg-12560	351	26	and	and	CCONJ
fuelectenerg-12560	351	27	management	management	NOUN
fuelectenerg-12560	351	28	,	,	PUNCT
fuelectenerg-12560	351	29	vol	vol	NOUN
fuelectenerg-12560	351	30	.	.	PROPN
fuelectenerg-12560	351	31	06	06	NUM
fuelectenerg-12560	351	32	,	,	PUNCT
fuelectenerg-12560	351	33	no	no	INTJ
fuelectenerg-12560	351	34	.	.	NOUN
fuelectenerg-12560	351	35	10	10	NUM
fuelectenerg-12560	351	36	,	,	PUNCT
fuelectenerg-12560	351	37	oct	oct	PROPN
fuelectenerg-12560	351	38	.	.	PROPN
fuelectenerg-12560	351	39	2022	2022	NUM
fuelectenerg-12560	351	40	.	.	PUNCT
fuelectenerg-12560	352	1	[	[	X
fuelectenerg-12560	352	2	17	17	NUM
fuelectenerg-12560	352	3	]	]	PUNCT
fuelectenerg-12560	352	4	a.	a.	NOUN
fuelectenerg-12560	352	5	a.	a.	NOUN
fuelectenerg-12560	352	6	oyedele	oyedele	PROPN
fuelectenerg-12560	352	7	,	,	PUNCT
fuelectenerg-12560	352	8	a.	a.	PROPN
fuelectenerg-12560	352	9	o.	o.	PROPN
fuelectenerg-12560	352	10	ajayi	ajayi	PROPN
fuelectenerg-12560	352	11	,	,	PUNCT
fuelectenerg-12560	352	12	l.	l.	PROPN
fuelectenerg-12560	352	13	o.	o.	PROPN
fuelectenerg-12560	352	14	oyedelec	oyedelec	PROPN
fuelectenerg-12560	352	15	,	,	PUNCT
fuelectenerg-12560	352	16	s.	s.	PROPN
fuelectenerg-12560	352	17	a.	a.	PROPN
fuelectenerg-12560	352	18	bello	bello	PROPN
fuelectenerg-12560	352	19	,	,	PUNCT
fuelectenerg-12560	352	20	and	and	CCONJ
fuelectenerg-12560	352	21	k.	k.	PROPN
fuelectenerg-12560	352	22	o.	o.	PROPN
fuelectenerg-12560	352	23	jimoh	jimoh	PROPN
fuelectenerg-12560	352	24	,	,	PUNCT
fuelectenerg-12560	352	25	"	"	PUNCT
fuelectenerg-12560	352	26	performance	performance	NOUN
fuelectenerg-12560	352	27	evaluation	evaluation	NOUN
fuelectenerg-12560	352	28	of	of	ADP
fuelectenerg-12560	352	29	deep	deep	ADJ
fuelectenerg-12560	352	30	learning	learning	NOUN
fuelectenerg-12560	352	31	and	and	CCONJ
fuelectenerg-12560	352	32	boosted	boost	VERB
fuelectenerg-12560	352	33	trees	tree	NOUN
fuelectenerg-12560	352	34	for	for	ADP
fuelectenerg-12560	352	35	cryptocurrency	cryptocurrency	NOUN
fuelectenerg-12560	352	36	closing	closing	NOUN
fuelectenerg-12560	352	37	price	price	NOUN
fuelectenerg-12560	352	38	prediction	prediction	NOUN
fuelectenerg-12560	352	39	,	,	PUNCT
fuelectenerg-12560	352	40	"	"	PUNCT
fuelectenerg-12560	352	41	expert	expert	NOUN
fuelectenerg-12560	352	42	systems	system	NOUN
fuelectenerg-12560	352	43	with	with	ADP
fuelectenerg-12560	352	44	applications	application	NOUN
fuelectenerg-12560	352	45	,	,	PUNCT
fuelectenerg-12560	352	46	p.	p.	NOUN
fuelectenerg-12560	352	47	119233	119233	NUM
fuelectenerg-12560	352	48	,	,	PUNCT
fuelectenerg-12560	352	49	nov	nov	PROPN
fuelectenerg-12560	352	50	.	.	PROPN
fuelectenerg-12560	352	51	2022	2022	NUM
fuelectenerg-12560	352	52	.	.	PUNCT
fuelectenerg-12560	353	1	[	[	X
fuelectenerg-12560	353	2	18	18	NUM
fuelectenerg-12560	353	3	]	]	X
fuelectenerg-12560	353	4	h.	h.	PROPN
fuelectenerg-12560	353	5	anantharaman	anantharaman	PROPN
fuelectenerg-12560	353	6	,	,	PUNCT
fuelectenerg-12560	353	7	a.	a.	PROPN
fuelectenerg-12560	353	8	mubarak	mubarak	PROPN
fuelectenerg-12560	353	9	,	,	PUNCT
fuelectenerg-12560	353	10	and	and	CCONJ
fuelectenerg-12560	353	11	b.t	b.t	PROPN
fuelectenerg-12560	353	12	shobana	shobana	PROPN
fuelectenerg-12560	353	13	,	,	PUNCT
fuelectenerg-12560	353	14	"	"	PUNCT
fuelectenerg-12560	353	15	modelling	model	VERB
fuelectenerg-12560	353	16	an	an	DET
fuelectenerg-12560	353	17	adaptive	adaptive	ADJ
fuelectenerg-12560	353	18	e	e	NOUN
fuelectenerg-12560	353	19	-	-	ADJ
fuelectenerg-12560	353	20	learning	learn	VERB
fuelectenerg-12560	353	21	system	system	NOUN
fuelectenerg-12560	353	22	using	use	VERB
fuelectenerg-12560	353	23	lstm	lstm	NOUN
fuelectenerg-12560	353	24	and	and	CCONJ
fuelectenerg-12560	353	25	random	random	ADJ
fuelectenerg-12560	353	26	forest	forest	NOUN
fuelectenerg-12560	353	27	classification	classification	NOUN
fuelectenerg-12560	353	28	,	,	PUNCT
fuelectenerg-12560	353	29	"	"	PUNCT
fuelectenerg-12560	353	30	nov	nov	PROPN
fuelectenerg-12560	353	31	.	.	PROPN
fuelectenerg-12560	353	32	2018	2018	NUM
fuelectenerg-12560	353	33	.	.	PUNCT
fuelectenerg-12560	354	1	[	[	X
fuelectenerg-12560	354	2	19	19	NUM
fuelectenerg-12560	354	3	]	]	PUNCT
fuelectenerg-12560	354	4	m.	m.	NOUN
fuelectenerg-12560	354	5	fratello	fratello	PROPN
fuelectenerg-12560	354	6	and	and	CCONJ
fuelectenerg-12560	354	7	r.	r.	PROPN
fuelectenerg-12560	354	8	tagliaferri	tagliaferri	PROPN
fuelectenerg-12560	354	9	,	,	PUNCT
fuelectenerg-12560	354	10	"	"	PUNCT
fuelectenerg-12560	354	11	decision	decision	NOUN
fuelectenerg-12560	354	12	trees	tree	NOUN
fuelectenerg-12560	354	13	and	and	CCONJ
fuelectenerg-12560	354	14	random	random	ADJ
fuelectenerg-12560	354	15	forests	forest	NOUN
fuelectenerg-12560	354	16	,	,	PUNCT
fuelectenerg-12560	354	17	"	"	PUNCT
fuelectenerg-12560	354	18	pp	pp	ADP
fuelectenerg-12560	354	19	.	.	PUNCT
fuelectenerg-12560	355	1	374–383	374–383	NUM
fuelectenerg-12560	355	2	,	,	PUNCT
fuelectenerg-12560	355	3	jan	jan	PROPN
fuelectenerg-12560	355	4	.	.	PROPN
fuelectenerg-12560	355	5	2016	2016	NUM
fuelectenerg-12560	355	6	.	.	PUNCT
fuelectenerg-12560	356	1	226	226	NUM
fuelectenerg-12560	356	2	y.	y.	PROPN
fuelectenerg-12560	356	3	a.	a.	PROPN
fuelectenerg-12560	356	4	ünvan	ünvan	PROPN
fuelectenerg-12560	356	5	,	,	PUNCT
fuelectenerg-12560	356	6	c.	c.	PROPN
fuelectenerg-12560	356	7	ergenç	ergenç	PROPN
fuelectenerg-12560	357	1	[	[	X
fuelectenerg-12560	357	2	20	20	NUM
fuelectenerg-12560	357	3	]	]	PUNCT
fuelectenerg-12560	357	4	c.	c.	PROPN
fuelectenerg-12560	357	5	liu	liu	PROPN
fuelectenerg-12560	357	6	,	,	PUNCT
fuelectenerg-12560	357	7	y.	y.	PROPN
fuelectenerg-12560	357	8	chan	chan	PROPN
fuelectenerg-12560	357	9	,	,	PUNCT
fuelectenerg-12560	357	10	s.	s.	PROPN
fuelectenerg-12560	357	11	h.	h.	PROPN
fuelectenerg-12560	357	12	alam	alam	PROPN
fuelectenerg-12560	357	13	kazmi	kazmi	PROPN
fuelectenerg-12560	357	14	,	,	PUNCT
fuelectenerg-12560	357	15	and	and	CCONJ
fuelectenerg-12560	357	16	h.	h.	PROPN
fuelectenerg-12560	357	17	fu	fu	PROPN
fuelectenerg-12560	357	18	,	,	PUNCT
fuelectenerg-12560	357	19	"	"	PUNCT
fuelectenerg-12560	357	20	financial	financial	ADJ
fuelectenerg-12560	357	21	fraud	fraud	NOUN
fuelectenerg-12560	357	22	detection	detection	NOUN
fuelectenerg-12560	357	23	model	model	NOUN
fuelectenerg-12560	357	24	:	:	PUNCT
fuelectenerg-12560	357	25	based	base	VERB
fuelectenerg-12560	357	26	on	on	ADP
fuelectenerg-12560	357	27	random	random	ADJ
fuelectenerg-12560	357	28	forest	forest	NOUN
fuelectenerg-12560	357	29	,	,	PUNCT
fuelectenerg-12560	357	30	"	"	PUNCT
fuelectenerg-12560	357	31	international	international	ADJ
fuelectenerg-12560	357	32	journal	journal	NOUN
fuelectenerg-12560	357	33	of	of	ADP
fuelectenerg-12560	357	34	economics	economic	NOUN
fuelectenerg-12560	357	35	and	and	CCONJ
fuelectenerg-12560	357	36	finance	finance	NOUN
fuelectenerg-12560	357	37	,	,	PUNCT
fuelectenerg-12560	357	38	vol	vol	NOUN
fuelectenerg-12560	357	39	.	.	PROPN
fuelectenerg-12560	357	40	7	7	NUM
fuelectenerg-12560	357	41	,	,	PUNCT
fuelectenerg-12560	357	42	no	no	INTJ
fuelectenerg-12560	357	43	.	.	NOUN
fuelectenerg-12560	357	44	7	7	NUM
fuelectenerg-12560	357	45	,	,	PUNCT
fuelectenerg-12560	357	46	jun	jun	PROPN
fuelectenerg-12560	357	47	.	.	PROPN
fuelectenerg-12560	357	48	2015	2015	NUM
fuelectenerg-12560	357	49	.	.	PUNCT
fuelectenerg-12560	358	1	[	[	X
fuelectenerg-12560	358	2	21	21	NUM
fuelectenerg-12560	358	3	]	]	PUNCT
fuelectenerg-12560	358	4	z.	z.	PROPN
fuelectenerg-12560	358	5	rustam	rustam	PROPN
fuelectenerg-12560	358	6	and	and	CCONJ
fuelectenerg-12560	358	7	g.	g.	PROPN
fuelectenerg-12560	358	8	s.	s.	PROPN
fuelectenerg-12560	358	9	saragih	saragih	PROPN
fuelectenerg-12560	358	10	,	,	PUNCT
fuelectenerg-12560	358	11	"	"	PUNCT
fuelectenerg-12560	358	12	predicting	predict	VERB
fuelectenerg-12560	358	13	bank	bank	NOUN
fuelectenerg-12560	358	14	financial	financial	ADJ
fuelectenerg-12560	358	15	failures	failure	NOUN
fuelectenerg-12560	358	16	using	use	VERB
fuelectenerg-12560	358	17	random	random	ADJ
fuelectenerg-12560	358	18	forest	forest	NOUN
fuelectenerg-12560	358	19	,	,	PUNCT
fuelectenerg-12560	358	20	"	"	PUNCT
fuelectenerg-12560	358	21	ieee	ieee	NOUN
fuelectenerg-12560	358	22	xplore	xplore	PROPN
fuelectenerg-12560	358	23	,	,	PUNCT
fuelectenerg-12560	358	24	may	may	AUX
fuelectenerg-12560	358	25	01	01	NUM
fuelectenerg-12560	358	26	,	,	PUNCT
fuelectenerg-12560	358	27	2018	2018	NUM
fuelectenerg-12560	358	28	.	.	PUNCT
fuelectenerg-12560	359	1	[	[	X
fuelectenerg-12560	359	2	22	22	NUM
fuelectenerg-12560	359	3	]	]	PUNCT
fuelectenerg-12560	359	4	a.	a.	NOUN
fuelectenerg-12560	359	5	inamdar	inamdar	NOUN
fuelectenerg-12560	359	6	,	,	PUNCT
fuelectenerg-12560	359	7	a.	a.	NOUN
fuelectenerg-12560	359	8	bhagtani	bhagtani	PROPN
fuelectenerg-12560	359	9	,	,	PUNCT
fuelectenerg-12560	359	10	s.	s.	PROPN
fuelectenerg-12560	359	11	bhatt	bhatt	PROPN
fuelectenerg-12560	359	12	,	,	PUNCT
fuelectenerg-12560	359	13	and	and	CCONJ
fuelectenerg-12560	359	14	p.	p.	PROPN
fuelectenerg-12560	359	15	m.	m.	NOUN
fuelectenerg-12560	359	16	shetty	shetty	PROPN
fuelectenerg-12560	359	17	,	,	PUNCT
fuelectenerg-12560	359	18	"	"	PUNCT
fuelectenerg-12560	359	19	predicting	predict	VERB
fuelectenerg-12560	359	20	cryptocurrency	cryptocurrency	NOUN
fuelectenerg-12560	359	21	value	value	NOUN
fuelectenerg-12560	359	22	using	use	VERB
fuelectenerg-12560	359	23	sentiment	sentiment	NOUN
fuelectenerg-12560	359	24	analysis	analysis	NOUN
fuelectenerg-12560	359	25	,	,	PUNCT
fuelectenerg-12560	359	26	"	"	PUNCT
fuelectenerg-12560	359	27	ieee	ieee	NOUN
fuelectenerg-12560	359	28	xplore	xplore	PROPN
fuelectenerg-12560	359	29	,	,	PUNCT
fuelectenerg-12560	359	30	may	may	AUX
fuelectenerg-12560	359	31	01	01	NUM
fuelectenerg-12560	359	32	,	,	PUNCT
fuelectenerg-12560	359	33	2019	2019	NUM
fuelectenerg-12560	359	34	.	.	PUNCT
fuelectenerg-12560	360	1	https://ieeexplore.ieee.org/abstract/document/9065838	https://ieeexplore.ieee.org/abstract/document/9065838	NOUN
fuelectenerg-12560	360	2	(	(	PUNCT
fuelectenerg-12560	360	3	accessed	access	VERB
fuelectenerg-12560	360	4	mar	mar	PROPN
fuelectenerg-12560	360	5	.	.	PROPN
fuelectenerg-12560	360	6	30	30	NUM
fuelectenerg-12560	360	7	,	,	PUNCT
fuelectenerg-12560	360	8	2022	2022	NUM
fuelectenerg-12560	360	9	)	)	PUNCT
fuelectenerg-12560	360	10	.	.	PUNCT
fuelectenerg-12560	361	1	[	[	X
fuelectenerg-12560	361	2	23	23	NUM
fuelectenerg-12560	361	3	]	]	PUNCT
fuelectenerg-12560	361	4	z.	z.	PROPN
fuelectenerg-12560	361	5	zhang	zhang	PROPN
fuelectenerg-12560	361	6	,	,	PUNCT
fuelectenerg-12560	361	7	"	"	PUNCT
fuelectenerg-12560	361	8	introduction	introduction	NOUN
fuelectenerg-12560	361	9	to	to	ADP
fuelectenerg-12560	361	10	machine	machine	NOUN
fuelectenerg-12560	361	11	learning	learning	NOUN
fuelectenerg-12560	361	12	:	:	PUNCT
fuelectenerg-12560	361	13	k	k	ADJ
fuelectenerg-12560	361	14	-	-	PUNCT
fuelectenerg-12560	361	15	nearest	near	ADJ
fuelectenerg-12560	361	16	neighbors	neighbor	NOUN
fuelectenerg-12560	361	17	,	,	PUNCT
fuelectenerg-12560	361	18	"	"	PUNCT
fuelectenerg-12560	361	19	annals	annals	NOUN
fuelectenerg-12560	361	20	of	of	ADP
fuelectenerg-12560	361	21	translational	translational	ADJ
fuelectenerg-12560	361	22	medicine	medicine	NOUN
fuelectenerg-12560	361	23	,	,	PUNCT
fuelectenerg-12560	361	24	vol	vol	NOUN
fuelectenerg-12560	361	25	.	.	PROPN
fuelectenerg-12560	361	26	4	4	NUM
fuelectenerg-12560	361	27	,	,	PUNCT
fuelectenerg-12560	361	28	no	no	INTJ
fuelectenerg-12560	361	29	.	.	NOUN
fuelectenerg-12560	361	30	11	11	NUM
fuelectenerg-12560	361	31	,	,	PUNCT
fuelectenerg-12560	361	32	pp	pp	ADJ
fuelectenerg-12560	361	33	.	.	PUNCT
fuelectenerg-12560	362	1	218–218	218–218	NUM
fuelectenerg-12560	362	2	,	,	PUNCT
fuelectenerg-12560	362	3	jun	jun	PROPN
fuelectenerg-12560	362	4	.	.	PROPN
fuelectenerg-12560	362	5	2016	2016	NUM
fuelectenerg-12560	362	6	.	.	PUNCT
fuelectenerg-12560	363	1	[	[	X
fuelectenerg-12560	363	2	24	24	NUM
fuelectenerg-12560	363	3	]	]	X
fuelectenerg-12560	363	4	y.	y.	PROPN
fuelectenerg-12560	363	5	lee	lee	PROPN
fuelectenerg-12560	363	6	,	,	PUNCT
fuelectenerg-12560	363	7	c.-h	c.-h	PROPN
fuelectenerg-12560	363	8	.	.	PUNCT
fuelectenerg-12560	364	1	wei	wei	PROPN
fuelectenerg-12560	364	2	,	,	PUNCT
fuelectenerg-12560	364	3	and	and	CCONJ
fuelectenerg-12560	364	4	k.-c	k.-c	NOUN
fuelectenerg-12560	364	5	.	.	PUNCT
fuelectenerg-12560	365	1	chao	chao	PROPN
fuelectenerg-12560	365	2	,	,	PUNCT
fuelectenerg-12560	365	3	"	"	PUNCT
fuelectenerg-12560	365	4	non	non	ADJ
fuelectenerg-12560	365	5	-	-	ADJ
fuelectenerg-12560	365	6	parametric	parametric	ADJ
fuelectenerg-12560	365	7	machine	machine	NOUN
fuelectenerg-12560	365	8	learning	learning	NOUN
fuelectenerg-12560	365	9	methods	method	NOUN
fuelectenerg-12560	365	10	for	for	ADP
fuelectenerg-12560	365	11	evaluating	evaluate	VERB
fuelectenerg-12560	365	12	the	the	DET
fuelectenerg-12560	365	13	effects	effect	NOUN
fuelectenerg-12560	365	14	of	of	ADP
fuelectenerg-12560	365	15	traffic	traffic	NOUN
fuelectenerg-12560	365	16	accident	accident	NOUN
fuelectenerg-12560	365	17	duration	duration	NOUN
fuelectenerg-12560	365	18	on	on	ADP
fuelectenerg-12560	365	19	freeways	freeway	NOUN
fuelectenerg-12560	365	20	,	,	PUNCT
fuelectenerg-12560	365	21	"	"	PUNCT
fuelectenerg-12560	365	22	archives	archive	NOUN
fuelectenerg-12560	365	23	of	of	ADP
fuelectenerg-12560	365	24	transport	transport	NOUN
fuelectenerg-12560	365	25	,	,	PUNCT
fuelectenerg-12560	365	26	vol	vol	NOUN
fuelectenerg-12560	365	27	.	.	PROPN
fuelectenerg-12560	366	1	43	43	NUM
fuelectenerg-12560	366	2	,	,	PUNCT
fuelectenerg-12560	366	3	no	no	INTJ
fuelectenerg-12560	366	4	.	.	NOUN
fuelectenerg-12560	366	5	3	3	NUM
fuelectenerg-12560	366	6	,	,	PUNCT
fuelectenerg-12560	366	7	pp	pp	ADJ
fuelectenerg-12560	366	8	.	.	PUNCT
fuelectenerg-12560	367	1	91–104	91–104	PROPN
fuelectenerg-12560	367	2	,	,	PUNCT
fuelectenerg-12560	367	3	sep	sep	PROPN
fuelectenerg-12560	367	4	.	.	PROPN
fuelectenerg-12560	367	5	2017	2017	NUM
fuelectenerg-12560	367	6	.	.	PUNCT
fuelectenerg-12560	368	1	[	[	X
fuelectenerg-12560	368	2	25	25	NUM
fuelectenerg-12560	368	3	]	]	X
fuelectenerg-12560	368	4	y.	y.	PROPN
fuelectenerg-12560	368	5	a.	a.	PROPN
fuelectenerg-12560	368	6	ünvan	ünvan	PROPN
fuelectenerg-12560	368	7	,	,	PUNCT
fuelectenerg-12560	368	8	and	and	CCONJ
fuelectenerg-12560	368	9	c.	c.	PROPN
fuelectenerg-12560	368	10	ergenç	ergenç	PROPN
fuelectenerg-12560	369	1	"	"	PUNCT
fuelectenerg-12560	369	2	stock	stock	NOUN
fuelectenerg-12560	369	3	market	market	NOUN
fuelectenerg-12560	369	4	forecasting	forecasting	NOUN
fuelectenerg-12560	369	5	with	with	ADP
fuelectenerg-12560	369	6	machine	machine	NOUN
fuelectenerg-12560	369	7	learning	learning	NOUN
fuelectenerg-12560	369	8	:	:	PUNCT
fuelectenerg-12560	369	9	the	the	DET
fuelectenerg-12560	369	10	case	case	NOUN
fuelectenerg-12560	369	11	of	of	ADP
fuelectenerg-12560	369	12	bist-100	bist-100	NOUN
fuelectenerg-12560	369	13	index	index	NOUN
fuelectenerg-12560	369	14	,	,	PUNCT
fuelectenerg-12560	369	15	"	"	PUNCT
fuelectenerg-12560	369	16	international	international	ADJ
fuelectenerg-12560	369	17	research	research	NOUN
fuelectenerg-12560	369	18	journal	journal	NOUN
fuelectenerg-12560	369	19	of	of	ADP
fuelectenerg-12560	369	20	modernization	modernization	NOUN
fuelectenerg-12560	369	21	in	in	ADP
fuelectenerg-12560	369	22	engineering	engineering	NOUN
fuelectenerg-12560	369	23	technology	technology	NOUN
fuelectenerg-12560	369	24	and	and	CCONJ
fuelectenerg-12560	369	25	science	science	NOUN
fuelectenerg-12560	369	26	,	,	PUNCT
fuelectenerg-12560	369	27	jun	jun	PROPN
fuelectenerg-12560	369	28	.	.	PROPN
fuelectenerg-12560	369	29	2023	2023	NUM
fuelectenerg-12560	369	30	.	.	PUNCT
fuelectenerg-12560	370	1	[	[	X
fuelectenerg-12560	370	2	26	26	NUM
fuelectenerg-12560	370	3	]	]	PUNCT
fuelectenerg-12560	370	4	j.	j.	PROPN
fuelectenerg-12560	370	5	behera	behera	PROPN
fuelectenerg-12560	370	6	,	,	PUNCT
fuelectenerg-12560	370	7	a.	a.	PROPN
fuelectenerg-12560	370	8	k.	k.	PROPN
fuelectenerg-12560	370	9	pasayat	pasayat	PROPN
fuelectenerg-12560	370	10	,	,	PUNCT
fuelectenerg-12560	370	11	h.	h.	PROPN
fuelectenerg-12560	370	12	behera	behera	PROPN
fuelectenerg-12560	370	13	,	,	PUNCT
fuelectenerg-12560	370	14	and	and	CCONJ
fuelectenerg-12560	370	15	p.	p.	PROPN
fuelectenerg-12560	370	16	kumar	kumar	PROPN
fuelectenerg-12560	370	17	,	,	PUNCT
fuelectenerg-12560	370	18	"	"	PUNCT
fuelectenerg-12560	370	19	prediction	prediction	NOUN
fuelectenerg-12560	370	20	based	base	VERB
fuelectenerg-12560	370	21	mean	mean	ADJ
fuelectenerg-12560	370	22	-	-	PUNCT
fuelectenerg-12560	370	23	value	value	NOUN
fuelectenerg-12560	370	24	-	-	PUNCT
fuelectenerg-12560	370	25	at	at	ADP
fuelectenerg-12560	370	26	-	-	PUNCT
fuelectenerg-12560	370	27	risk	risk	NOUN
fuelectenerg-12560	370	28	portfolio	portfolio	NOUN
fuelectenerg-12560	370	29	optimization	optimization	NOUN
fuelectenerg-12560	370	30	using	use	VERB
fuelectenerg-12560	370	31	machine	machine	NOUN
fuelectenerg-12560	370	32	learning	learn	VERB
fuelectenerg-12560	370	33	regression	regression	NOUN
fuelectenerg-12560	370	34	algorithms	algorithm	NOUN
fuelectenerg-12560	370	35	for	for	ADP
fuelectenerg-12560	370	36	multi	multi	ADJ
fuelectenerg-12560	370	37	-	-	ADJ
fuelectenerg-12560	370	38	national	national	ADJ
fuelectenerg-12560	370	39	stock	stock	NOUN
fuelectenerg-12560	370	40	markets	market	NOUN
fuelectenerg-12560	370	41	,	,	PUNCT
fuelectenerg-12560	370	42	"	"	PUNCT
fuelectenerg-12560	370	43	engineering	engineering	NOUN
fuelectenerg-12560	370	44	applications	application	NOUN
fuelectenerg-12560	370	45	of	of	ADP
fuelectenerg-12560	370	46	artificial	artificial	ADJ
fuelectenerg-12560	370	47	intelligence	intelligence	NOUN
fuelectenerg-12560	370	48	,	,	PUNCT
fuelectenerg-12560	370	49	vol	vol	NOUN
fuelectenerg-12560	370	50	.	.	PUNCT
fuelectenerg-12560	370	51	120	120	NUM
fuelectenerg-12560	370	52	,	,	PUNCT
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fuelectenerg-12560	370	54	105843	105843	NUM
fuelectenerg-12560	370	55	,	,	PUNCT
fuelectenerg-12560	370	56	apr	apr	PROPN
fuelectenerg-12560	370	57	.	.	PROPN
fuelectenerg-12560	370	58	2023	2023	NUM
fuelectenerg-12560	370	59	.	.	PUNCT
fuelectenerg-12560	371	1	[	[	X
fuelectenerg-12560	371	2	27	27	NUM
fuelectenerg-12560	371	3	]	]	PUNCT
fuelectenerg-12560	371	4	m.	m.	NOUN
fuelectenerg-12560	371	5	chen	chen	PROPN
fuelectenerg-12560	371	6	,	,	PUNCT
fuelectenerg-12560	371	7	u.	u.	PROPN
fuelectenerg-12560	371	8	challita	challita	PROPN
fuelectenerg-12560	371	9	,	,	PUNCT
fuelectenerg-12560	371	10	w.	w.	PROPN
fuelectenerg-12560	371	11	saad	saad	PROPN
fuelectenerg-12560	371	12	,	,	PUNCT
fuelectenerg-12560	371	13	c.	c.	PROPN
fuelectenerg-12560	371	14	yin	yin	PROPN
fuelectenerg-12560	371	15	,	,	PUNCT
fuelectenerg-12560	371	16	and	and	CCONJ
fuelectenerg-12560	371	17	m.	m.	NOUN
fuelectenerg-12560	371	18	debbah	debbah	PROPN
fuelectenerg-12560	371	19	,	,	PUNCT
fuelectenerg-12560	371	20	"	"	PUNCT
fuelectenerg-12560	371	21	artificial	artificial	ADJ
fuelectenerg-12560	371	22	neural	neural	ADJ
fuelectenerg-12560	371	23	networks	network	NOUN
fuelectenerg-12560	371	24	-	-	PUNCT
fuelectenerg-12560	371	25	based	base	VERB
fuelectenerg-12560	371	26	machine	machine	NOUN
fuelectenerg-12560	371	27	learning	learning	NOUN
fuelectenerg-12560	371	28	for	for	ADP
fuelectenerg-12560	371	29	wireless	wireless	ADJ
fuelectenerg-12560	371	30	networks	network	NOUN
fuelectenerg-12560	371	31	:	:	PUNCT
fuelectenerg-12560	371	32	a	a	DET
fuelectenerg-12560	371	33	tutorial	tutorial	NOUN
fuelectenerg-12560	371	34	,	,	PUNCT
fuelectenerg-12560	371	35	"	"	PUNCT
fuelectenerg-12560	371	36	ieee	ieee	NOUN
fuelectenerg-12560	371	37	communications	communication	NOUN
fuelectenerg-12560	371	38	surveys	survey	NOUN
fuelectenerg-12560	371	39	&	&	CCONJ
fuelectenerg-12560	371	40	tutorials	tutorial	NOUN
fuelectenerg-12560	371	41	,	,	PUNCT
fuelectenerg-12560	371	42	vol	vol	NOUN
fuelectenerg-12560	371	43	.	.	PROPN
fuelectenerg-12560	371	44	21	21	NUM
fuelectenerg-12560	371	45	,	,	PUNCT
fuelectenerg-12560	371	46	no	no	INTJ
fuelectenerg-12560	371	47	.	.	NOUN
fuelectenerg-12560	371	48	4	4	NUM
fuelectenerg-12560	371	49	,	,	PUNCT
fuelectenerg-12560	371	50	pp	pp	ADJ
fuelectenerg-12560	371	51	.	.	PUNCT
fuelectenerg-12560	371	52	3039–3071	3039–3071	NUM
fuelectenerg-12560	371	53	,	,	PUNCT
fuelectenerg-12560	371	54	2019	2019	NUM
fuelectenerg-12560	371	55	.	.	PUNCT
fuelectenerg-12560	372	1	[	[	X
fuelectenerg-12560	372	2	28	28	NUM
fuelectenerg-12560	372	3	]	]	X
fuelectenerg-12560	372	4	m.	m.	NOUN
fuelectenerg-12560	372	5	c.	c.	PROPN
fuelectenerg-12560	372	6	nwadiugwu	nwadiugwu	PROPN
fuelectenerg-12560	372	7	,	,	PUNCT
fuelectenerg-12560	372	8	"	"	PUNCT
fuelectenerg-12560	372	9	neural	neural	ADJ
fuelectenerg-12560	372	10	networks	network	NOUN
fuelectenerg-12560	372	11	,	,	PUNCT
fuelectenerg-12560	372	12	artificial	artificial	ADJ
fuelectenerg-12560	372	13	intelligence	intelligence	NOUN
fuelectenerg-12560	372	14	and	and	CCONJ
fuelectenerg-12560	372	15	the	the	DET
fuelectenerg-12560	372	16	computational	computational	ADJ
fuelectenerg-12560	372	17	brain	brain	NOUN
fuelectenerg-12560	372	18	,	,	PUNCT
fuelectenerg-12560	372	19	"	"	PUNCT
fuelectenerg-12560	372	20	arxiv.org	arxiv.org	PROPN
fuelectenerg-12560	372	21	,	,	PUNCT
fuelectenerg-12560	372	22	dec	dec	PROPN
fuelectenerg-12560	372	23	.	.	PROPN
fuelectenerg-12560	372	24	25	25	NUM
fuelectenerg-12560	372	25	,	,	PUNCT
fuelectenerg-12560	372	26	2020	2020	NUM
fuelectenerg-12560	372	27	.	.	PUNCT
fuelectenerg-12560	373	1	https://arxiv.org/abs/2101.08635	https://arxiv.org/abs/2101.08635	PROPN
fuelectenerg-12560	374	1	[	[	X
fuelectenerg-12560	374	2	29	29	NUM
fuelectenerg-12560	374	3	]	]	X
fuelectenerg-12560	374	4	v.	v.	CCONJ
fuelectenerg-12560	374	5	uraikul	uraikul	NOUN
fuelectenerg-12560	374	6	,	,	PUNCT
fuelectenerg-12560	374	7	c.	c.	PROPN
fuelectenerg-12560	374	8	w.	w.	PROPN
fuelectenerg-12560	374	9	chan	chan	PROPN
fuelectenerg-12560	374	10	,	,	PUNCT
fuelectenerg-12560	374	11	and	and	CCONJ
fuelectenerg-12560	374	12	p.	p.	NOUN
fuelectenerg-12560	374	13	tontiwachwuthikul	tontiwachwuthikul	NOUN
fuelectenerg-12560	374	14	,	,	PUNCT
fuelectenerg-12560	374	15	"	"	PUNCT
fuelectenerg-12560	374	16	artificial	artificial	ADJ
fuelectenerg-12560	374	17	intelligence	intelligence	NOUN
fuelectenerg-12560	374	18	for	for	ADP
fuelectenerg-12560	374	19	monitoring	monitoring	NOUN
fuelectenerg-12560	374	20	and	and	CCONJ
fuelectenerg-12560	374	21	supervisory	supervisory	ADJ
fuelectenerg-12560	374	22	control	control	NOUN
fuelectenerg-12560	374	23	of	of	ADP
fuelectenerg-12560	374	24	process	process	NOUN
fuelectenerg-12560	374	25	systems	system	NOUN
fuelectenerg-12560	374	26	,	,	PUNCT
fuelectenerg-12560	374	27	"	"	PUNCT
fuelectenerg-12560	374	28	engineering	engineering	NOUN
fuelectenerg-12560	374	29	applications	application	NOUN
fuelectenerg-12560	374	30	of	of	ADP
fuelectenerg-12560	374	31	artificial	artificial	ADJ
fuelectenerg-12560	374	32	intelligence	intelligence	NOUN
fuelectenerg-12560	374	33	,	,	PUNCT
fuelectenerg-12560	374	34	vol	vol	NOUN
fuelectenerg-12560	374	35	.	.	PROPN
fuelectenerg-12560	374	36	20	20	NUM
fuelectenerg-12560	374	37	,	,	PUNCT
fuelectenerg-12560	374	38	no	no	INTJ
fuelectenerg-12560	374	39	.	.	NOUN
fuelectenerg-12560	374	40	2	2	NUM
fuelectenerg-12560	374	41	,	,	PUNCT
fuelectenerg-12560	374	42	pp	pp	ADJ
fuelectenerg-12560	374	43	.	.	PUNCT
fuelectenerg-12560	375	1	115–131	115–131	NUM
fuelectenerg-12560	375	2	,	,	PUNCT
fuelectenerg-12560	375	3	mar	mar	PROPN
fuelectenerg-12560	375	4	.	.	PROPN
fuelectenerg-12560	375	5	2007	2007	NUM
fuelectenerg-12560	375	6	.	.	PUNCT
fuelectenerg-12560	376	1	[	[	X
fuelectenerg-12560	376	2	30	30	NUM
fuelectenerg-12560	376	3	]	]	PUNCT
fuelectenerg-12560	376	4	s.	s.	PROPN
fuelectenerg-12560	376	5	islam	islam	PROPN
fuelectenerg-12560	376	6	et	et	PROPN
fuelectenerg-12560	376	7	al	al	PROPN
fuelectenerg-12560	376	8	.	.	PROPN
fuelectenerg-12560	376	9	,	,	PUNCT
fuelectenerg-12560	376	10	"	"	PUNCT
fuelectenerg-12560	376	11	a	a	DET
fuelectenerg-12560	376	12	comprehensive	comprehensive	ADJ
fuelectenerg-12560	376	13	survey	survey	NOUN
fuelectenerg-12560	376	14	on	on	ADP
fuelectenerg-12560	376	15	applications	application	NOUN
fuelectenerg-12560	376	16	of	of	ADP
fuelectenerg-12560	376	17	transformers	transformer	NOUN
fuelectenerg-12560	376	18	for	for	ADP
fuelectenerg-12560	376	19	deep	deep	ADJ
fuelectenerg-12560	376	20	learning	learning	NOUN
fuelectenerg-12560	376	21	tasks	task	NOUN
fuelectenerg-12560	376	22	,	,	PUNCT
fuelectenerg-12560	376	23	"	"	PUNCT
fuelectenerg-12560	376	24	expert	expert	NOUN
fuelectenerg-12560	376	25	systems	system	NOUN
fuelectenerg-12560	376	26	with	with	ADP
fuelectenerg-12560	376	27	applications	application	NOUN
fuelectenerg-12560	376	28	,	,	PUNCT
fuelectenerg-12560	376	29	pp	pp	ADP
fuelectenerg-12560	376	30	.	.	PUNCT
fuelectenerg-12560	377	1	122666–122666	122666–122666	NUM
fuelectenerg-12560	377	2	,	,	PUNCT
fuelectenerg-12560	377	3	nov	nov	PROPN
fuelectenerg-12560	377	4	.	.	PROPN
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fuelectenerg-12560	377	6	.	.	PUNCT
fuelectenerg-12560	378	1	[	[	X
fuelectenerg-12560	378	2	31	31	NUM
fuelectenerg-12560	378	3	]	]	PUNCT
fuelectenerg-12560	378	4	s.	s.	PROPN
fuelectenerg-12560	378	5	zhang	zhang	PROPN
fuelectenerg-12560	378	6	et	et	PROPN
fuelectenerg-12560	378	7	al	al	PROPN
fuelectenerg-12560	378	8	.	.	PROPN
fuelectenerg-12560	378	9	,	,	PUNCT
fuelectenerg-12560	378	10	"	"	PUNCT
fuelectenerg-12560	378	11	architectural	architectural	ADJ
fuelectenerg-12560	378	12	complexity	complexity	NOUN
fuelectenerg-12560	378	13	measures	measure	NOUN
fuelectenerg-12560	378	14	of	of	ADP
fuelectenerg-12560	378	15	recurrent	recurrent	ADJ
fuelectenerg-12560	378	16	neural	neural	ADJ
fuelectenerg-12560	378	17	networks	network	NOUN
fuelectenerg-12560	378	18	,	,	PUNCT
fuelectenerg-12560	378	19	"	"	PUNCT
fuelectenerg-12560	378	20	neural	neural	ADJ
fuelectenerg-12560	378	21	information	information	NOUN
fuelectenerg-12560	378	22	processing	processing	NOUN
fuelectenerg-12560	378	23	systems	system	NOUN
fuelectenerg-12560	378	24	,	,	PUNCT
fuelectenerg-12560	378	25	2016	2016	NUM
fuelectenerg-12560	378	26	.	.	PUNCT
fuelectenerg-12560	379	1	[	[	X
fuelectenerg-12560	379	2	32	32	NUM
fuelectenerg-12560	379	3	]	]	PUNCT
fuelectenerg-12560	379	4	p.	p.	PROPN
fuelectenerg-12560	379	5	b.	b.	PROPN
fuelectenerg-12560	380	1	weerakody	weerakody	PROPN
fuelectenerg-12560	380	2	,	,	PUNCT
fuelectenerg-12560	380	3	k.	k.	PROPN
fuelectenerg-12560	380	4	w.	w.	PROPN
fuelectenerg-12560	380	5	wong	wong	PROPN
fuelectenerg-12560	380	6	,	,	PUNCT
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fuelectenerg-12560	380	8	wang	wang	PROPN
fuelectenerg-12560	380	9	,	,	PUNCT
fuelectenerg-12560	380	10	and	and	CCONJ
fuelectenerg-12560	380	11	w.	w.	PROPN
fuelectenerg-12560	380	12	ela	ela	PROPN
fuelectenerg-12560	380	13	,	,	PUNCT
fuelectenerg-12560	380	14	"	"	PUNCT
fuelectenerg-12560	380	15	a	a	DET
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fuelectenerg-12560	380	20	series	series	PROPN
fuelectenerg-12560	380	21	data	datum	NOUN
fuelectenerg-12560	380	22	handling	handle	VERB
fuelectenerg-12560	380	23	with	with	ADP
fuelectenerg-12560	380	24	gated	gate	VERB
fuelectenerg-12560	380	25	recurrent	recurrent	ADJ
fuelectenerg-12560	380	26	neural	neural	ADJ
fuelectenerg-12560	380	27	networks	network	NOUN
fuelectenerg-12560	380	28	,	,	PUNCT
fuelectenerg-12560	380	29	"	"	PUNCT
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fuelectenerg-12560	380	31	,	,	PUNCT
fuelectenerg-12560	380	32	vol	vol	NOUN
fuelectenerg-12560	380	33	.	.	PROPN
fuelectenerg-12560	381	1	441	441	NUM
fuelectenerg-12560	381	2	,	,	PUNCT
fuelectenerg-12560	381	3	pp	pp	ADJ
fuelectenerg-12560	381	4	.	.	PUNCT
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fuelectenerg-12560	382	2	,	,	PUNCT
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fuelectenerg-12560	382	6	.	.	PUNCT
fuelectenerg-12560	383	1	[	[	X
fuelectenerg-12560	383	2	33	33	NUM
fuelectenerg-12560	383	3	]	]	PUNCT
fuelectenerg-12560	383	4	a.	a.	NOUN
fuelectenerg-12560	383	5	shewalkar	shewalkar	PROPN
fuelectenerg-12560	383	6	,	,	PUNCT
fuelectenerg-12560	383	7	d.	d.	PROPN
fuelectenerg-12560	383	8	nyavanandi	nyavanandi	PROPN
fuelectenerg-12560	383	9	,	,	PUNCT
fuelectenerg-12560	383	10	and	and	CCONJ
fuelectenerg-12560	383	11	s.	s.	PROPN
fuelectenerg-12560	383	12	a.	a.	PROPN
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fuelectenerg-12560	383	14	,	,	PUNCT
fuelectenerg-12560	383	15	"	"	PUNCT
fuelectenerg-12560	383	16	performance	performance	NOUN
fuelectenerg-12560	383	17	evaluation	evaluation	NOUN
fuelectenerg-12560	383	18	of	of	ADP
fuelectenerg-12560	383	19	deep	deep	ADJ
fuelectenerg-12560	383	20	neural	neural	ADJ
fuelectenerg-12560	383	21	networks	network	NOUN
fuelectenerg-12560	383	22	applied	apply	VERB
fuelectenerg-12560	383	23	to	to	ADP
fuelectenerg-12560	383	24	speech	speech	NOUN
fuelectenerg-12560	383	25	recognition	recognition	NOUN
fuelectenerg-12560	383	26	:	:	PUNCT
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fuelectenerg-12560	383	28	,	,	PUNCT
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fuelectenerg-12560	383	30	and	and	CCONJ
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fuelectenerg-12560	383	33	"	"	PUNCT
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fuelectenerg-12560	383	35	of	of	ADP
fuelectenerg-12560	383	36	artificial	artificial	ADJ
fuelectenerg-12560	383	37	intelligence	intelligence	NOUN
fuelectenerg-12560	383	38	and	and	CCONJ
fuelectenerg-12560	383	39	soft	soft	ADJ
fuelectenerg-12560	383	40	computing	computing	NOUN
fuelectenerg-12560	383	41	research	research	NOUN
fuelectenerg-12560	383	42	,	,	PUNCT
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fuelectenerg-12560	383	44	.	.	PROPN
fuelectenerg-12560	383	45	9	9	NUM
fuelectenerg-12560	383	46	,	,	PUNCT
fuelectenerg-12560	383	47	no	no	INTJ
fuelectenerg-12560	383	48	.	.	NOUN
fuelectenerg-12560	383	49	4	4	NUM
fuelectenerg-12560	383	50	,	,	PUNCT
fuelectenerg-12560	383	51	pp	pp	ADJ
fuelectenerg-12560	383	52	.	.	PUNCT
fuelectenerg-12560	384	1	235–245	235–245	NUM
fuelectenerg-12560	384	2	,	,	PUNCT
fuelectenerg-12560	384	3	oct	oct	PROPN
fuelectenerg-12560	384	4	.	.	PROPN
fuelectenerg-12560	384	5	2019	2019	NUM
fuelectenerg-12560	384	6	.	.	PUNCT
fuelectenerg-12560	385	1	[	[	X
fuelectenerg-12560	385	2	34	34	NUM
fuelectenerg-12560	385	3	]	]	X
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fuelectenerg-12560	385	6	,	,	PUNCT
fuelectenerg-12560	385	7	z.	z.	PROPN
fuelectenerg-12560	385	8	wang	wang	PROPN
fuelectenerg-12560	385	9	,	,	PUNCT
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fuelectenerg-12560	385	11	she	she	PRON
fuelectenerg-12560	385	12	,	,	PUNCT
fuelectenerg-12560	385	13	and	and	CCONJ
fuelectenerg-12560	385	14	t.	t.	PROPN
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fuelectenerg-12560	385	16	,	,	PUNCT
fuelectenerg-12560	385	17	"	"	PUNCT
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fuelectenerg-12560	385	19	adversarial	adversarial	ADJ
fuelectenerg-12560	385	20	networks	network	NOUN
fuelectenerg-12560	385	21	in	in	ADP
fuelectenerg-12560	385	22	time	time	NOUN
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fuelectenerg-12560	385	24	:	:	PUNCT
fuelectenerg-12560	385	25	a	a	DET
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fuelectenerg-12560	385	27	and	and	CCONJ
fuelectenerg-12560	385	28	taxonomy	taxonomy	NOUN
fuelectenerg-12560	385	29	,	,	PUNCT
fuelectenerg-12560	385	30	"	"	PUNCT
fuelectenerg-12560	385	31	arxiv:2107.11098	arxiv:2107.11098	X
fuelectenerg-12560	386	1	[	[	X
fuelectenerg-12560	386	2	cs	cs	X
fuelectenerg-12560	386	3	]	]	X
fuelectenerg-12560	386	4	,	,	PUNCT
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fuelectenerg-12560	386	8	,	,	PUNCT
fuelectenerg-12560	386	9	available	available	ADJ
fuelectenerg-12560	386	10	:	:	PUNCT
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fuelectenerg-12560	387	1	[	[	X
fuelectenerg-12560	387	2	35	35	NUM
fuelectenerg-12560	387	3	]	]	PUNCT
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fuelectenerg-12560	387	9	,	,	PUNCT
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fuelectenerg-12560	387	18	"	"	PUNCT
fuelectenerg-12560	387	19	a	a	DET
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fuelectenerg-12560	387	21	of	of	ADP
fuelectenerg-12560	387	22	the	the	DET
fuelectenerg-12560	387	23	recent	recent	ADJ
fuelectenerg-12560	387	24	architectures	architecture	NOUN
fuelectenerg-12560	387	25	of	of	ADP
fuelectenerg-12560	387	26	deep	deep	ADJ
fuelectenerg-12560	387	27	convolutional	convolutional	ADJ
fuelectenerg-12560	387	28	neural	neural	ADJ
fuelectenerg-12560	387	29	networks	network	NOUN
fuelectenerg-12560	387	30	,	,	PUNCT
fuelectenerg-12560	387	31	”	"	PUNCT
fuelectenerg-12560	387	32	artificial	artificial	ADJ
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fuelectenerg-12560	387	34	review	review	NOUN
fuelectenerg-12560	387	35	,	,	PUNCT
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fuelectenerg-12560	387	37	.	.	PROPN
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fuelectenerg-12560	387	43	.	.	PUNCT
fuelectenerg-12560	388	1	[	[	X
fuelectenerg-12560	388	2	36	36	NUM
fuelectenerg-12560	388	3	]	]	PUNCT
fuelectenerg-12560	388	4	x.	x.	NOUN
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fuelectenerg-12560	388	6	et	et	PROPN
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fuelectenerg-12560	388	10	"	"	PUNCT
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fuelectenerg-12560	388	14	photovoltaic	photovoltaic	NOUN
fuelectenerg-12560	388	15	array	array	NOUN
fuelectenerg-12560	388	16	based	base	VERB
fuelectenerg-12560	388	17	on	on	ADP
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fuelectenerg-12560	388	19	neural	neural	ADJ
fuelectenerg-12560	388	20	network	network	NOUN
fuelectenerg-12560	388	21	and	and	CCONJ
fuelectenerg-12560	388	22	electrical	electrical	ADJ
fuelectenerg-12560	388	23	time	time	NOUN
fuelectenerg-12560	388	24	series	series	PROPN
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fuelectenerg-12560	388	27	"	"	PUNCT
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fuelectenerg-12560	388	29	conversion	conversion	NOUN
fuelectenerg-12560	388	30	and	and	CCONJ
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fuelectenerg-12560	388	32	,	,	PUNCT
fuelectenerg-12560	388	33	vol	vol	NOUN
fuelectenerg-12560	388	34	.	.	PROPN
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fuelectenerg-12560	388	36	,	,	PUNCT
fuelectenerg-12560	388	37	pp	pp	ADJ
fuelectenerg-12560	388	38	.	.	PUNCT
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fuelectenerg-12560	389	2	,	,	PUNCT
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fuelectenerg-12560	390	1	[	[	X
fuelectenerg-12560	390	2	37	37	NUM
fuelectenerg-12560	390	3	]	]	PUNCT
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fuelectenerg-12560	390	8	,	,	PUNCT
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fuelectenerg-12560	390	13	al	al	PROPN
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fuelectenerg-12560	390	21	"	"	PUNCT
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fuelectenerg-12560	390	24	short	short	ADJ
fuelectenerg-12560	390	25	-	-	PUNCT
fuelectenerg-12560	390	26	term	term	NOUN
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fuelectenerg-12560	390	29	neural	neural	ADJ
fuelectenerg-12560	390	30	networks	network	NOUN
fuelectenerg-12560	390	31	for	for	ADP
fuelectenerg-12560	390	32	aspect	aspect	NOUN
fuelectenerg-12560	390	33	-	-	PUNCT
fuelectenerg-12560	390	34	based	base	VERB
fuelectenerg-12560	390	35	sentiment	sentiment	NOUN
fuelectenerg-12560	390	36	analysis	analysis	NOUN
fuelectenerg-12560	390	37	of	of	ADP
fuelectenerg-12560	390	38	arabic	arabic	ADJ
fuelectenerg-12560	390	39	reviews	review	NOUN
fuelectenerg-12560	390	40	,	,	PUNCT
fuelectenerg-12560	390	41	"	"	PUNCT
fuelectenerg-12560	390	42	international	international	ADJ
fuelectenerg-12560	390	43	journal	journal	NOUN
fuelectenerg-12560	390	44	of	of	ADP
fuelectenerg-12560	390	45	machine	machine	NOUN
fuelectenerg-12560	390	46	learning	learning	NOUN
fuelectenerg-12560	390	47	and	and	CCONJ
fuelectenerg-12560	390	48	cybernetics	cybernetic	NOUN
fuelectenerg-12560	390	49	,	,	PUNCT
fuelectenerg-12560	390	50	vol	vol	NOUN
fuelectenerg-12560	390	51	.	.	PROPN
fuelectenerg-12560	390	52	10	10	NUM
fuelectenerg-12560	390	53	,	,	PUNCT
fuelectenerg-12560	390	54	no	no	INTJ
fuelectenerg-12560	390	55	.	.	NOUN
fuelectenerg-12560	390	56	8	8	NUM
fuelectenerg-12560	390	57	,	,	PUNCT
fuelectenerg-12560	390	58	pp	pp	ADJ
fuelectenerg-12560	390	59	.	.	PUNCT
fuelectenerg-12560	391	1	2163–2175	2163–2175	NUM
fuelectenerg-12560	391	2	,	,	PUNCT
fuelectenerg-12560	391	3	mar	mar	PROPN
fuelectenerg-12560	391	4	.	.	PROPN
fuelectenerg-12560	391	5	2018	2018	NUM
fuelectenerg-12560	391	6	.	.	PUNCT
fuelectenerg-12560	392	1	[	[	X
fuelectenerg-12560	392	2	38	38	NUM
fuelectenerg-12560	392	3	]	]	PUNCT
fuelectenerg-12560	392	4	g.	g.	PROPN
fuelectenerg-12560	392	5	liu	liu	PROPN
fuelectenerg-12560	392	6	and	and	CCONJ
fuelectenerg-12560	392	7	j.	j.	PROPN
fuelectenerg-12560	392	8	guo	guo	PROPN
fuelectenerg-12560	392	9	,	,	PUNCT
fuelectenerg-12560	392	10	"	"	PUNCT
fuelectenerg-12560	392	11	bidirectional	bidirectional	ADJ
fuelectenerg-12560	392	12	lstm	lstm	NOUN
fuelectenerg-12560	392	13	with	with	ADP
fuelectenerg-12560	392	14	attention	attention	NOUN
fuelectenerg-12560	392	15	mechanism	mechanism	NOUN
fuelectenerg-12560	392	16	and	and	CCONJ
fuelectenerg-12560	392	17	convolutional	convolutional	ADJ
fuelectenerg-12560	392	18	layer	layer	NOUN
fuelectenerg-12560	392	19	for	for	ADP
fuelectenerg-12560	392	20	text	text	NOUN
fuelectenerg-12560	392	21	classification	classification	NOUN
fuelectenerg-12560	392	22	,	,	PUNCT
fuelectenerg-12560	392	23	"	"	PUNCT
fuelectenerg-12560	392	24	neurocomputing	neurocomputing	NOUN
fuelectenerg-12560	392	25	,	,	PUNCT
fuelectenerg-12560	392	26	vol	vol	NOUN
fuelectenerg-12560	392	27	.	.	PROPN
fuelectenerg-12560	392	28	337	337	NUM
fuelectenerg-12560	392	29	,	,	PUNCT
fuelectenerg-12560	392	30	pp	pp	ADV
fuelectenerg-12560	392	31	.	.	PUNCT
fuelectenerg-12560	393	1	325–338	325–338	NUM
fuelectenerg-12560	393	2	,	,	PUNCT
fuelectenerg-12560	393	3	apr	apr	NOUN
fuelectenerg-12560	393	4	.	.	PROPN
fuelectenerg-12560	393	5	2019	2019	NUM
fuelectenerg-12560	393	6	.	.	PUNCT
fuelectenerg-12560	394	1	[	[	X
fuelectenerg-12560	394	2	39	39	NUM
fuelectenerg-12560	394	3	]	]	PUNCT
fuelectenerg-12560	394	4	l.	l.	PROPN
fuelectenerg-12560	394	5	yao	yao	PROPN
fuelectenerg-12560	394	6	and	and	CCONJ
fuelectenerg-12560	394	7	y.	y.	PROPN
fuelectenerg-12560	394	8	guan	guan	PROPN
fuelectenerg-12560	394	9	,	,	PUNCT
fuelectenerg-12560	394	10	"	"	PUNCT
fuelectenerg-12560	394	11	an	an	DET
fuelectenerg-12560	394	12	improved	improved	ADJ
fuelectenerg-12560	394	13	lstm	lstm	NOUN
fuelectenerg-12560	394	14	structure	structure	NOUN
fuelectenerg-12560	394	15	for	for	ADP
fuelectenerg-12560	394	16	natural	natural	ADJ
fuelectenerg-12560	394	17	language	language	NOUN
fuelectenerg-12560	394	18	processing	processing	NOUN
fuelectenerg-12560	394	19	,	,	PUNCT
fuelectenerg-12560	394	20	"	"	PUNCT
fuelectenerg-12560	394	21	ieee	ieee	NOUN
fuelectenerg-12560	394	22	xplore	xplore	PROPN
fuelectenerg-12560	394	23	,	,	PUNCT
fuelectenerg-12560	394	24	dec	dec	PROPN
fuelectenerg-12560	394	25	.	.	PROPN
fuelectenerg-12560	394	26	01	01	NUM
fuelectenerg-12560	394	27	,	,	PUNCT
fuelectenerg-12560	394	28	2018	2018	NUM
fuelectenerg-12560	394	29	.	.	PUNCT
fuelectenerg-12560	395	1	https://ieeexplore.ieee.org/document/8690387	https://ieeexplore.ieee.org/document/8690387	NOUN
fuelectenerg-12560	395	2	(	(	PUNCT
fuelectenerg-12560	395	3	accessed	access	VERB
fuelectenerg-12560	395	4	dec	dec	PROPN
fuelectenerg-12560	395	5	.	.	PROPN
fuelectenerg-12560	395	6	25	25	NUM
fuelectenerg-12560	395	7	,	,	PUNCT
fuelectenerg-12560	395	8	2021	2021	NUM
fuelectenerg-12560	395	9	)	)	PUNCT
fuelectenerg-12560	395	10	.	.	PUNCT
fuelectenerg-12560	396	1	[	[	X
fuelectenerg-12560	396	2	40	40	NUM
fuelectenerg-12560	396	3	]	]	PUNCT
fuelectenerg-12560	396	4	m.	m.	NOUN
fuelectenerg-12560	396	5	k.	k.	PROPN
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fuelectenerg-12560	397	2	and	and	CCONJ
fuelectenerg-12560	397	3	k.	k.	PROPN
fuelectenerg-12560	397	4	saeed	saeed	PROPN
fuelectenerg-12560	397	5	,	,	PUNCT
fuelectenerg-12560	397	6	"	"	PUNCT
fuelectenerg-12560	397	7	natural	natural	ADJ
fuelectenerg-12560	397	8	language	language	NOUN
fuelectenerg-12560	397	9	processing	processing	NOUN
fuelectenerg-12560	397	10	:	:	PUNCT
fuelectenerg-12560	397	11	speaker	speaker	NOUN
fuelectenerg-12560	397	12	,	,	PUNCT
fuelectenerg-12560	397	13	language	language	NOUN
fuelectenerg-12560	397	14	,	,	PUNCT
fuelectenerg-12560	397	15	and	and	CCONJ
fuelectenerg-12560	397	16	gender	gender	NOUN
fuelectenerg-12560	397	17	identification	identification	NOUN
fuelectenerg-12560	397	18	with	with	ADP
fuelectenerg-12560	397	19	lstm	lstm	NOUN
fuelectenerg-12560	397	20	,	,	PUNCT
fuelectenerg-12560	397	21	"	"	PUNCT
fuelectenerg-12560	397	22	advances	advance	NOUN
fuelectenerg-12560	397	23	in	in	ADP
fuelectenerg-12560	397	24	intelligent	intelligent	ADJ
fuelectenerg-12560	397	25	systems	system	NOUN
fuelectenerg-12560	397	26	and	and	CCONJ
fuelectenerg-12560	397	27	computing	computing	NOUN
fuelectenerg-12560	397	28	,	,	PUNCT
fuelectenerg-12560	397	29	pp	pp	ADJ
fuelectenerg-12560	397	30	.	.	PUNCT
fuelectenerg-12560	398	1	143–156	143–156	NUM
fuelectenerg-12560	398	2	,	,	PUNCT
fuelectenerg-12560	398	3	jan	jan	PROPN
fuelectenerg-12560	398	4	.	.	PROPN
fuelectenerg-12560	398	5	2019	2019	NUM
fuelectenerg-12560	398	6	.	.	PUNCT
fuelectenerg-12560	399	1	[	[	X
fuelectenerg-12560	399	2	41	41	NUM
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fuelectenerg-12560	399	4	n.	n.	PROPN
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fuelectenerg-12560	399	7	e.	e.	PROPN
fuelectenerg-12560	399	8	a.	a.	PROPN
fuelectenerg-12560	399	9	p.	p.	PROPN
fuelectenerg-12560	399	10	akhir	akhir	PROPN
fuelectenerg-12560	399	11	,	,	PUNCT
fuelectenerg-12560	399	12	i.	i.	PROPN
fuelectenerg-12560	399	13	a.	a.	PROPN
fuelectenerg-12560	399	14	aziz	aziz	PROPN
fuelectenerg-12560	399	15	,	,	PUNCT
fuelectenerg-12560	399	16	j.	j.	PROPN
fuelectenerg-12560	399	17	jaafar	jaafar	PROPN
fuelectenerg-12560	399	18	,	,	PUNCT
fuelectenerg-12560	399	19	m.	m.	PROPN
fuelectenerg-12560	399	20	h.	h.	PROPN
fuelectenerg-12560	399	21	hasan	hasan	PROPN
fuelectenerg-12560	399	22	,	,	PUNCT
fuelectenerg-12560	399	23	and	and	CCONJ
fuelectenerg-12560	399	24	a.	a.	PROPN
fuelectenerg-12560	399	25	n.	n.	PROPN
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fuelectenerg-12560	399	28	,	,	PUNCT
fuelectenerg-12560	399	29	"	"	PUNCT
fuelectenerg-12560	399	30	a	a	DET
fuelectenerg-12560	399	31	study	study	NOUN
fuelectenerg-12560	399	32	on	on	ADP
fuelectenerg-12560	399	33	gradient	gradient	ADJ
fuelectenerg-12560	399	34	boosting	boost	VERB
fuelectenerg-12560	399	35	algorithms	algorithm	NOUN
fuelectenerg-12560	399	36	for	for	ADP
fuelectenerg-12560	399	37	development	development	NOUN
fuelectenerg-12560	399	38	of	of	ADP
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fuelectenerg-12560	399	40	monitoring	monitoring	NOUN
fuelectenerg-12560	399	41	and	and	CCONJ
fuelectenerg-12560	399	42	prediction	prediction	NOUN
fuelectenerg-12560	399	43	systems	system	NOUN
fuelectenerg-12560	399	44	,	,	PUNCT
fuelectenerg-12560	399	45	"	"	PUNCT
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fuelectenerg-12560	399	47	xplore	xplore	PROPN
fuelectenerg-12560	399	48	,	,	PUNCT
fuelectenerg-12560	399	49	oct	oct	PROPN
fuelectenerg-12560	399	50	.	.	PROPN
fuelectenerg-12560	399	51	01	01	NUM
fuelectenerg-12560	399	52	,	,	PUNCT
fuelectenerg-12560	399	53	2020	2020	NUM
fuelectenerg-12560	399	54	.	.	PUNCT
fuelectenerg-12560	400	1	https://ieeexplore.ieee.org/document/9247843	https://ieeexplore.ieee.org/document/9247843	PROPN
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fuelectenerg-12560	400	3	accessed	access	VERB
fuelectenerg-12560	400	4	sep	sep	PROPN
fuelectenerg-12560	400	5	.	.	PROPN
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fuelectenerg-12560	400	7	,	,	PUNCT
fuelectenerg-12560	400	8	2022	2022	NUM
fuelectenerg-12560	400	9	)	)	PUNCT
fuelectenerg-12560	400	10	.	.	PUNCT
fuelectenerg-12560	401	1	[	[	X
fuelectenerg-12560	401	2	42	42	NUM
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fuelectenerg-12560	401	4	y.	y.	PROPN
fuelectenerg-12560	401	5	c.	c.	PROPN
fuelectenerg-12560	401	6	chang	chang	PROPN
fuelectenerg-12560	401	7	,	,	PUNCT
fuelectenerg-12560	401	8	k.-h	k.-h	PROPN
fuelectenerg-12560	401	9	.	.	PUNCT
fuelectenerg-12560	402	1	chang	chang	PROPN
fuelectenerg-12560	402	2	,	,	PUNCT
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fuelectenerg-12560	403	1	wu	wu	PROPN
fuelectenerg-12560	403	2	,	,	PUNCT
fuelectenerg-12560	403	3	"	"	PUNCT
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fuelectenerg-12560	403	8	boosting	boost	VERB
fuelectenerg-12560	403	9	trees	tree	NOUN
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fuelectenerg-12560	403	14	credit	credit	NOUN
fuelectenerg-12560	403	15	risk	risk	NOUN
fuelectenerg-12560	403	16	assessment	assessment	NOUN
fuelectenerg-12560	403	17	models	model	NOUN
fuelectenerg-12560	403	18	for	for	ADP
fuelectenerg-12560	403	19	financial	financial	ADJ
fuelectenerg-12560	403	20	institutions	institution	NOUN
fuelectenerg-12560	403	21	,	,	PUNCT
fuelectenerg-12560	403	22	"	"	PUNCT
fuelectenerg-12560	403	23	applied	apply	VERB
fuelectenerg-12560	403	24	soft	soft	ADJ
fuelectenerg-12560	403	25	computing	computing	NOUN
fuelectenerg-12560	403	26	,	,	PUNCT
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fuelectenerg-12560	403	28	.	.	PROPN
fuelectenerg-12560	404	1	73	73	NUM
fuelectenerg-12560	404	2	,	,	PUNCT
fuelectenerg-12560	404	3	pp	pp	ADJ
fuelectenerg-12560	404	4	.	.	PUNCT
fuelectenerg-12560	405	1	914–920	914–920	NUM
fuelectenerg-12560	405	2	,	,	PUNCT
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fuelectenerg-12560	405	4	.	.	PROPN
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fuelectenerg-12560	405	6	.	.	PUNCT
fuelectenerg-12560	406	1	[	[	X
fuelectenerg-12560	406	2	43	43	NUM
fuelectenerg-12560	406	3	]	]	X
fuelectenerg-12560	406	4	p.	p.	PROPN
fuelectenerg-12560	406	5	carmona	carmona	PROPN
fuelectenerg-12560	406	6	,	,	PUNCT
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fuelectenerg-12560	406	8	climent	climent	PROPN
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fuelectenerg-12560	406	10	and	and	CCONJ
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fuelectenerg-12560	406	13	,	,	PUNCT
fuelectenerg-12560	406	14	"	"	PUNCT
fuelectenerg-12560	406	15	predicting	predict	VERB
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fuelectenerg-12560	406	17	in	in	ADP
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fuelectenerg-12560	406	21	banking	banking	NOUN
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fuelectenerg-12560	406	23	:	:	PUNCT
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fuelectenerg-12560	406	26	gradient	gradient	NOUN
fuelectenerg-12560	406	27	boosting	boost	VERB
fuelectenerg-12560	406	28	approach	approach	NOUN
fuelectenerg-12560	406	29	,	,	PUNCT
fuelectenerg-12560	406	30	"	"	PUNCT
fuelectenerg-12560	406	31	international	international	ADJ
fuelectenerg-12560	406	32	review	review	NOUN
fuelectenerg-12560	406	33	of	of	ADP
fuelectenerg-12560	406	34	economics	economics	PROPN
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fuelectenerg-12560	406	36	finance	finance	PROPN
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fuelectenerg-12560	406	38	vol	vol	NOUN
fuelectenerg-12560	406	39	.	.	PROPN
fuelectenerg-12560	406	40	61	61	NUM
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fuelectenerg-12560	406	42	pp	pp	ADJ
fuelectenerg-12560	406	43	.	.	PUNCT
fuelectenerg-12560	407	1	304–323	304–323	NUM
fuelectenerg-12560	407	2	,	,	PUNCT
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fuelectenerg-12560	407	5	.	.	PUNCT
fuelectenerg-12560	408	1	[	[	X
fuelectenerg-12560	408	2	44	44	NUM
fuelectenerg-12560	408	3	]	]	PUNCT
fuelectenerg-12560	408	4	j.	j.	PROPN
fuelectenerg-12560	408	5	s.	s.	PROPN
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fuelectenerg-12560	408	7	,	,	PUNCT
fuelectenerg-12560	408	8	d.-h	d.-h	PROPN
fuelectenerg-12560	408	9	.	.	PUNCT
fuelectenerg-12560	408	10	kwon	kwon	PROPN
fuelectenerg-12560	408	11	,	,	PUNCT
fuelectenerg-12560	408	12	j.-b	j.-b	PROPN
fuelectenerg-12560	408	13	.	.	PUNCT
fuelectenerg-12560	409	1	kim	kim	PROPN
fuelectenerg-12560	409	2	,	,	PUNCT
fuelectenerg-12560	409	3	y.-h	y.-h	PROPN
fuelectenerg-12560	409	4	.	.	PUNCT
fuelectenerg-12560	410	1	han	han	PROPN
fuelectenerg-12560	410	2	,	,	PUNCT
fuelectenerg-12560	410	3	and	and	CCONJ
fuelectenerg-12560	410	4	c.-h	c.-h	NOUN
fuelectenerg-12560	410	5	.	.	PUNCT
fuelectenerg-12560	411	1	an	an	DET
fuelectenerg-12560	411	2	,	,	PUNCT
fuelectenerg-12560	411	3	"	"	PUNCT
fuelectenerg-12560	411	4	prediction	prediction	NOUN
fuelectenerg-12560	411	5	of	of	ADP
fuelectenerg-12560	411	6	cryptocurrency	cryptocurrency	NOUN
fuelectenerg-12560	411	7	price	price	NOUN
fuelectenerg-12560	411	8	trend	trend	NOUN
fuelectenerg-12560	411	9	using	use	VERB
fuelectenerg-12560	411	10	gradient	gradient	ADJ
fuelectenerg-12560	411	11	boosting	boosting	NOUN
fuelectenerg-12560	411	12	,	,	PUNCT
fuelectenerg-12560	411	13	"	"	PUNCT
fuelectenerg-12560	411	14	kips	kip	NOUN
fuelectenerg-12560	411	15	transactions	transaction	NOUN
fuelectenerg-12560	411	16	on	on	ADP
fuelectenerg-12560	411	17	software	software	NOUN
fuelectenerg-12560	411	18	and	and	CCONJ
fuelectenerg-12560	411	19	data	datum	NOUN
fuelectenerg-12560	411	20	engineering	engineering	NOUN
fuelectenerg-12560	411	21	,	,	PUNCT
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fuelectenerg-12560	411	23	.	.	PROPN
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fuelectenerg-12560	411	25	,	,	PUNCT
fuelectenerg-12560	411	26	no	no	INTJ
fuelectenerg-12560	411	27	.	.	NOUN
fuelectenerg-12560	411	28	10	10	NUM
fuelectenerg-12560	411	29	,	,	PUNCT
fuelectenerg-12560	411	30	pp	pp	ADJ
fuelectenerg-12560	411	31	.	.	PUNCT
fuelectenerg-12560	412	1	387–396	387–396	NUM
fuelectenerg-12560	412	2	,	,	PUNCT
fuelectenerg-12560	412	3	oct	oct	PROPN
fuelectenerg-12560	412	4	.	.	PROPN
fuelectenerg-12560	412	5	2018	2018	NUM
fuelectenerg-12560	412	6	.	.	PUNCT
fuelectenerg-12560	413	1	https://arxiv.org/abs/2101.08635	https://arxiv.org/abs/2101.08635	PROPN
fuelectenerg-12560	413	2	https://arxiv.org/abs/2107.11098	https://arxiv.org/abs/2107.11098	PROPN
fuelectenerg-12560	413	3	a	a	DET
fuelectenerg-12560	413	4	comprehensive	comprehensive	ADJ
fuelectenerg-12560	413	5	comparative	comparative	ADJ
fuelectenerg-12560	413	6	study	study	NOUN
fuelectenerg-12560	413	7	of	of	ADP
fuelectenerg-12560	413	8	machine	machine	NOUN
fuelectenerg-12560	413	9	learning	learning	NOUN
fuelectenerg-12560	413	10	models	model	NOUN
fuelectenerg-12560	413	11	for	for	ADP
fuelectenerg-12560	413	12	predicting	predict	VERB
fuelectenerg-12560	413	13	cryptocurrency	cryptocurrency	NOUN
fuelectenerg-12560	413	14	227	227	NUM
fuelectenerg-12560	413	15	[	[	SYM
fuelectenerg-12560	413	16	45	45	NUM
fuelectenerg-12560	413	17	]	]	PUNCT
fuelectenerg-12560	413	18	t.	t.	PROPN
fuelectenerg-12560	413	19	kavzoglu	kavzoglu	PROPN
fuelectenerg-12560	413	20	and	and	CCONJ
fuelectenerg-12560	413	21	a.	a.	PROPN
fuelectenerg-12560	413	22	teke	teke	PROPN
fuelectenerg-12560	413	23	,	,	PUNCT
fuelectenerg-12560	413	24	"	"	PUNCT
fuelectenerg-12560	413	25	predictive	predictive	ADJ
fuelectenerg-12560	413	26	performances	performance	NOUN
fuelectenerg-12560	413	27	of	of	ADP
fuelectenerg-12560	413	28	ensemble	ensemble	ADJ
fuelectenerg-12560	413	29	machine	machine	NOUN
fuelectenerg-12560	413	30	learning	learn	VERB
fuelectenerg-12560	413	31	algorithms	algorithm	NOUN
fuelectenerg-12560	413	32	in	in	ADP
fuelectenerg-12560	413	33	landslide	landslide	NOUN
fuelectenerg-12560	413	34	susceptibility	susceptibility	NOUN
fuelectenerg-12560	413	35	mapping	mapping	NOUN
fuelectenerg-12560	413	36	using	use	VERB
fuelectenerg-12560	413	37	random	random	ADJ
fuelectenerg-12560	413	38	forest	forest	NOUN
fuelectenerg-12560	413	39	,	,	PUNCT
fuelectenerg-12560	413	40	extreme	extreme	ADJ
fuelectenerg-12560	413	41	gradient	gradient	NOUN
fuelectenerg-12560	413	42	boosting	boost	VERB
fuelectenerg-12560	413	43	(	(	PUNCT
fuelectenerg-12560	413	44	xgboost	xgboost	ADV
fuelectenerg-12560	413	45	)	)	PUNCT
fuelectenerg-12560	413	46	and	and	CCONJ
fuelectenerg-12560	413	47	natural	natural	ADJ
fuelectenerg-12560	413	48	gradient	gradient	NOUN
fuelectenerg-12560	413	49	boosting	boost	VERB
fuelectenerg-12560	413	50	(	(	PUNCT
fuelectenerg-12560	413	51	ngboost	ngboost	NOUN
fuelectenerg-12560	413	52	)	)	PUNCT
fuelectenerg-12560	413	53	,	,	PUNCT
fuelectenerg-12560	413	54	"	"	PUNCT
fuelectenerg-12560	413	55	arabian	arabian	ADJ
fuelectenerg-12560	413	56	journal	journal	NOUN
fuelectenerg-12560	413	57	for	for	ADP
fuelectenerg-12560	413	58	science	science	NOUN
fuelectenerg-12560	413	59	and	and	CCONJ
fuelectenerg-12560	413	60	engineering	engineering	NOUN
fuelectenerg-12560	413	61	,	,	PUNCT
fuelectenerg-12560	413	62	jan	jan	PROPN
fuelectenerg-12560	413	63	.	.	PROPN
fuelectenerg-12560	413	64	2022	2022	NUM
fuelectenerg-12560	413	65	.	.	PUNCT
fuelectenerg-12560	414	1	[	[	X
fuelectenerg-12560	414	2	46	46	NUM
fuelectenerg-12560	414	3	]	]	PUNCT
fuelectenerg-12560	414	4	t.	t.	PROPN
fuelectenerg-12560	414	5	r.	r.	PROPN
fuelectenerg-12560	414	6	noviandy	noviandy	PROPN
fuelectenerg-12560	414	7	,	,	PUNCT
fuelectenerg-12560	414	8	g.	g.	PROPN
fuelectenerg-12560	414	9	m.	m.	PROPN
fuelectenerg-12560	414	10	idroes	idroes	PROPN
fuelectenerg-12560	414	11	,	,	PUNCT
fuelectenerg-12560	414	12	a.	a.	PROPN
fuelectenerg-12560	414	13	maulana	maulana	PROPN
fuelectenerg-12560	414	14	,	,	PUNCT
fuelectenerg-12560	414	15	i.	i.	PROPN
fuelectenerg-12560	414	16	hardi	hardi	PROPN
fuelectenerg-12560	414	17	,	,	PUNCT
fuelectenerg-12560	414	18	e.	e.	PROPN
fuelectenerg-12560	414	19	s.	s.	PROPN
fuelectenerg-12560	414	20	ringga	ringga	PROPN
fuelectenerg-12560	414	21	,	,	PUNCT
fuelectenerg-12560	414	22	and	and	CCONJ
fuelectenerg-12560	414	23	rinaldi	rinaldi	PROPN
fuelectenerg-12560	414	24	idroes	idroe	NOUN
fuelectenerg-12560	414	25	,	,	PUNCT
fuelectenerg-12560	414	26	"	"	PUNCT
fuelectenerg-12560	414	27	credit	credit	NOUN
fuelectenerg-12560	414	28	card	card	NOUN
fuelectenerg-12560	414	29	fraud	fraud	NOUN
fuelectenerg-12560	414	30	detection	detection	NOUN
fuelectenerg-12560	414	31	for	for	ADP
fuelectenerg-12560	414	32	contemporary	contemporary	ADJ
fuelectenerg-12560	414	33	financial	financial	ADJ
fuelectenerg-12560	414	34	management	management	NOUN
fuelectenerg-12560	414	35	using	use	VERB
fuelectenerg-12560	414	36	xgboost	xgboost	ADV
fuelectenerg-12560	414	37	-	-	PUNCT
fuelectenerg-12560	414	38	driven	drive	VERB
fuelectenerg-12560	414	39	machine	machine	NOUN
fuelectenerg-12560	414	40	learning	learning	NOUN
fuelectenerg-12560	414	41	and	and	CCONJ
fuelectenerg-12560	414	42	data	datum	NOUN
fuelectenerg-12560	414	43	augmentation	augmentation	NOUN
fuelectenerg-12560	414	44	techniques	technique	NOUN
fuelectenerg-12560	414	45	,	,	PUNCT
fuelectenerg-12560	414	46	"	"	PUNCT
fuelectenerg-12560	414	47	indatu	indatu	ADJ
fuelectenerg-12560	414	48	journal	journal	NOUN
fuelectenerg-12560	414	49	of	of	ADP
fuelectenerg-12560	414	50	management	management	NOUN
fuelectenerg-12560	414	51	and	and	CCONJ
fuelectenerg-12560	414	52	accounting	accounting	NOUN
fuelectenerg-12560	414	53	,	,	PUNCT
fuelectenerg-12560	414	54	vol	vol	NOUN
fuelectenerg-12560	414	55	.	.	PROPN
fuelectenerg-12560	414	56	1	1	NUM
fuelectenerg-12560	414	57	,	,	PUNCT
fuelectenerg-12560	414	58	no	no	INTJ
fuelectenerg-12560	414	59	.	.	NOUN
fuelectenerg-12560	414	60	1	1	NUM
fuelectenerg-12560	414	61	,	,	PUNCT
fuelectenerg-12560	414	62	pp	pp	ADJ
fuelectenerg-12560	414	63	.	.	PUNCT
fuelectenerg-12560	415	1	29–35	29–35	NUM
fuelectenerg-12560	415	2	,	,	PUNCT
fuelectenerg-12560	415	3	sep	sep	PROPN
fuelectenerg-12560	415	4	.	.	PROPN
fuelectenerg-12560	415	5	2023	2023	NUM
fuelectenerg-12560	415	6	.	.	PUNCT
fuelectenerg-12560	416	1	[	[	X
fuelectenerg-12560	416	2	47	47	NUM
fuelectenerg-12560	416	3	]	]	PUNCT
fuelectenerg-12560	416	4	r.	r.	PROPN
fuelectenerg-12560	416	5	qin	qin	PROPN
fuelectenerg-12560	416	6	,	,	PUNCT
fuelectenerg-12560	416	7	"	"	PUNCT
fuelectenerg-12560	416	8	the	the	DET
fuelectenerg-12560	416	9	construction	construction	NOUN
fuelectenerg-12560	416	10	of	of	ADP
fuelectenerg-12560	416	11	corporate	corporate	ADJ
fuelectenerg-12560	416	12	financial	financial	ADJ
fuelectenerg-12560	416	13	management	management	NOUN
fuelectenerg-12560	416	14	risk	risk	NOUN
fuelectenerg-12560	416	15	model	model	NOUN
fuelectenerg-12560	416	16	based	base	VERB
fuelectenerg-12560	416	17	on	on	ADP
fuelectenerg-12560	416	18	xgboost	xgboost	PROPN
fuelectenerg-12560	416	19	algorithm	algorithm	NOUN
fuelectenerg-12560	416	20	,	,	PUNCT
fuelectenerg-12560	416	21	"	"	PUNCT
fuelectenerg-12560	416	22	journal	journal	NOUN
fuelectenerg-12560	416	23	of	of	ADP
fuelectenerg-12560	416	24	mathematics	mathematic	NOUN
fuelectenerg-12560	416	25	,	,	PUNCT
fuelectenerg-12560	416	26	vol	vol	NOUN
fuelectenerg-12560	416	27	.	.	NOUN
fuelectenerg-12560	416	28	2022	2022	NUM
fuelectenerg-12560	416	29	,	,	PUNCT
fuelectenerg-12560	416	30	pp	pp	ADV
fuelectenerg-12560	416	31	.	.	PUNCT
fuelectenerg-12560	417	1	1–8	1–8	NUM
fuelectenerg-12560	417	2	,	,	PUNCT
fuelectenerg-12560	417	3	apr	apr	PROPN
fuelectenerg-12560	417	4	.	.	PUNCT
fuelectenerg-12560	417	5	2022	2022	NUM
fuelectenerg-12560	417	6	.	.	PUNCT
fuelectenerg-12560	418	1	[	[	X
fuelectenerg-12560	418	2	48	48	NUM
fuelectenerg-12560	418	3	]	]	X
fuelectenerg-12560	418	4	y.	y.	PROPN
fuelectenerg-12560	418	5	wang	wang	PROPN
fuelectenerg-12560	418	6	and	and	CCONJ
fuelectenerg-12560	418	7	y.	y.	PROPN
fuelectenerg-12560	418	8	guo	guo	PROPN
fuelectenerg-12560	418	9	,	,	PUNCT
fuelectenerg-12560	418	10	"	"	PUNCT
fuelectenerg-12560	418	11	forecasting	forecasting	NOUN
fuelectenerg-12560	418	12	method	method	NOUN
fuelectenerg-12560	418	13	of	of	ADP
fuelectenerg-12560	418	14	stock	stock	NOUN
fuelectenerg-12560	418	15	market	market	NOUN
fuelectenerg-12560	418	16	volatility	volatility	NOUN
fuelectenerg-12560	418	17	in	in	ADP
fuelectenerg-12560	418	18	time	time	NOUN
fuelectenerg-12560	418	19	series	series	PROPN
fuelectenerg-12560	418	20	data	datum	NOUN
fuelectenerg-12560	418	21	based	base	VERB
fuelectenerg-12560	418	22	on	on	ADP
fuelectenerg-12560	418	23	mixed	mixed	ADJ
fuelectenerg-12560	418	24	model	model	NOUN
fuelectenerg-12560	418	25	of	of	ADP
fuelectenerg-12560	418	26	arima	arima	PROPN
fuelectenerg-12560	418	27	and	and	CCONJ
fuelectenerg-12560	418	28	xgboost	xgboost	NOUN
fuelectenerg-12560	418	29	,	,	PUNCT
fuelectenerg-12560	418	30	"	"	PUNCT
fuelectenerg-12560	418	31	china	china	PROPN
fuelectenerg-12560	418	32	communications	communication	NOUN
fuelectenerg-12560	418	33	,	,	PUNCT
fuelectenerg-12560	418	34	vol	vol	NOUN
fuelectenerg-12560	418	35	.	.	PROPN
fuelectenerg-12560	418	36	17	17	NUM
fuelectenerg-12560	418	37	,	,	PUNCT
fuelectenerg-12560	418	38	no	no	INTJ
fuelectenerg-12560	418	39	.	.	NOUN
fuelectenerg-12560	418	40	3	3	NUM
fuelectenerg-12560	418	41	,	,	PUNCT
fuelectenerg-12560	418	42	pp	pp	ADJ
fuelectenerg-12560	418	43	.	.	PUNCT
fuelectenerg-12560	419	1	205–221	205–221	NUM
fuelectenerg-12560	419	2	,	,	PUNCT
fuelectenerg-12560	419	3	mar	mar	PROPN
fuelectenerg-12560	419	4	.	.	PROPN
fuelectenerg-12560	419	5	2020	2020	NUM
fuelectenerg-12560	419	6	.	.	PUNCT
fuelectenerg-12560	420	1	[	[	X
fuelectenerg-12560	420	2	49	49	NUM
fuelectenerg-12560	420	3	]	]	PUNCT
fuelectenerg-12560	420	4	f.	f.	PROPN
fuelectenerg-12560	420	5	alzamzami	alzamzami	PROPN
fuelectenerg-12560	420	6	,	,	PUNCT
fuelectenerg-12560	420	7	m.	m.	NOUN
fuelectenerg-12560	420	8	hoda	hoda	PROPN
fuelectenerg-12560	420	9	,	,	PUNCT
fuelectenerg-12560	420	10	and	and	CCONJ
fuelectenerg-12560	420	11	a.	a.	PROPN
fuelectenerg-12560	420	12	e.	e.	PROPN
fuelectenerg-12560	420	13	saddik	saddik	PROPN
fuelectenerg-12560	420	14	,	,	PUNCT
fuelectenerg-12560	420	15	"	"	PUNCT
fuelectenerg-12560	420	16	light	light	ADJ
fuelectenerg-12560	420	17	gradient	gradient	NOUN
fuelectenerg-12560	420	18	boosting	boost	VERB
fuelectenerg-12560	420	19	machine	machine	NOUN
fuelectenerg-12560	420	20	for	for	ADP
fuelectenerg-12560	420	21	general	general	ADJ
fuelectenerg-12560	420	22	sentiment	sentiment	NOUN
fuelectenerg-12560	420	23	classification	classification	NOUN
fuelectenerg-12560	420	24	on	on	ADP
fuelectenerg-12560	420	25	short	short	ADJ
fuelectenerg-12560	420	26	texts	text	NOUN
fuelectenerg-12560	420	27	:	:	PUNCT
fuelectenerg-12560	420	28	a	a	DET
fuelectenerg-12560	420	29	comparative	comparative	ADJ
fuelectenerg-12560	420	30	evaluation	evaluation	NOUN
fuelectenerg-12560	420	31	,	,	PUNCT
fuelectenerg-12560	420	32	"	"	PUNCT
fuelectenerg-12560	420	33	ieee	ieee	NOUN
fuelectenerg-12560	420	34	access	access	NOUN
fuelectenerg-12560	420	35	,	,	PUNCT
fuelectenerg-12560	420	36	vol	vol	NOUN
fuelectenerg-12560	420	37	.	.	PROPN
fuelectenerg-12560	420	38	8	8	NUM
fuelectenerg-12560	420	39	,	,	PUNCT
fuelectenerg-12560	420	40	pp	pp	ADJ
fuelectenerg-12560	420	41	.	.	PUNCT
fuelectenerg-12560	421	1	101840–101858	101840–101858	NUM
fuelectenerg-12560	421	2	,	,	PUNCT
fuelectenerg-12560	421	3	2020	2020	NUM
fuelectenerg-12560	421	4	.	.	PUNCT
fuelectenerg-12560	422	1	[	[	X
fuelectenerg-12560	422	2	50	50	NUM
fuelectenerg-12560	422	3	]	]	PUNCT
fuelectenerg-12560	422	4	a.	a.	NOUN
fuelectenerg-12560	422	5	shehadeh	shehadeh	PROPN
fuelectenerg-12560	422	6	,	,	PUNCT
fuelectenerg-12560	422	7	o.	o.	PROPN
fuelectenerg-12560	422	8	alshboul	alshboul	PROPN
fuelectenerg-12560	422	9	,	,	PUNCT
fuelectenerg-12560	422	10	r.	r.	PROPN
fuelectenerg-12560	422	11	e.	e.	PROPN
fuelectenerg-12560	422	12	al	al	PROPN
fuelectenerg-12560	422	13	mamlook	mamlook	PROPN
fuelectenerg-12560	422	14	,	,	PUNCT
fuelectenerg-12560	422	15	and	and	CCONJ
fuelectenerg-12560	422	16	o.	o.	PROPN
fuelectenerg-12560	422	17	hamedat	hamedat	NOUN
fuelectenerg-12560	422	18	,	,	PUNCT
fuelectenerg-12560	422	19	"	"	PUNCT
fuelectenerg-12560	422	20	machine	machine	NOUN
fuelectenerg-12560	422	21	learning	learning	NOUN
fuelectenerg-12560	422	22	models	model	NOUN
fuelectenerg-12560	422	23	for	for	ADP
fuelectenerg-12560	422	24	predicting	predict	VERB
fuelectenerg-12560	422	25	the	the	DET
fuelectenerg-12560	422	26	residual	residual	ADJ
fuelectenerg-12560	422	27	value	value	NOUN
fuelectenerg-12560	422	28	of	of	ADP
fuelectenerg-12560	422	29	heavy	heavy	ADJ
fuelectenerg-12560	422	30	construction	construction	NOUN
fuelectenerg-12560	422	31	equipment	equipment	NOUN
fuelectenerg-12560	422	32	:	:	PUNCT
fuelectenerg-12560	422	33	an	an	DET
fuelectenerg-12560	422	34	evaluation	evaluation	NOUN
fuelectenerg-12560	422	35	of	of	ADP
fuelectenerg-12560	422	36	modified	modify	VERB
fuelectenerg-12560	422	37	decision	decision	NOUN
fuelectenerg-12560	422	38	tree	tree	NOUN
fuelectenerg-12560	422	39	,	,	PUNCT
fuelectenerg-12560	422	40	lightgbm	lightgbm	ADJ
fuelectenerg-12560	422	41	,	,	PUNCT
fuelectenerg-12560	422	42	and	and	CCONJ
fuelectenerg-12560	422	43	xgboost	xgboost	ADV
fuelectenerg-12560	422	44	regression	regression	NOUN
fuelectenerg-12560	422	45	,	,	PUNCT
fuelectenerg-12560	422	46	"	"	PUNCT
fuelectenerg-12560	422	47	automation	automation	NOUN
fuelectenerg-12560	422	48	in	in	ADP
fuelectenerg-12560	422	49	construction	construction	NOUN
fuelectenerg-12560	422	50	,	,	PUNCT
fuelectenerg-12560	422	51	vol	vol	NOUN
fuelectenerg-12560	422	52	.	.	PROPN
fuelectenerg-12560	422	53	129	129	NUM
fuelectenerg-12560	422	54	,	,	PUNCT
fuelectenerg-12560	422	55	p.	p.	NOUN
fuelectenerg-12560	422	56	103827	103827	NUM
fuelectenerg-12560	422	57	,	,	PUNCT
fuelectenerg-12560	422	58	sep	sep	PROPN
fuelectenerg-12560	422	59	.	.	PROPN
fuelectenerg-12560	422	60	2021	2021	NUM
fuelectenerg-12560	422	61	.	.	PUNCT
fuelectenerg-12560	423	1	[	[	X
fuelectenerg-12560	423	2	51	51	NUM
fuelectenerg-12560	423	3	]	]	PUNCT
fuelectenerg-12560	423	4	x.	x.	NOUN
fuelectenerg-12560	423	5	sun	sun	PROPN
fuelectenerg-12560	423	6	,	,	PUNCT
fuelectenerg-12560	423	7	m.	m.	NOUN
fuelectenerg-12560	423	8	liu	liu	PROPN
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fuelectenerg-12560	423	10	and	and	CCONJ
fuelectenerg-12560	423	11	z.	z.	PROPN
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fuelectenerg-12560	423	13	,	,	PUNCT
fuelectenerg-12560	423	14	"	"	PUNCT
fuelectenerg-12560	423	15	a	a	DET
fuelectenerg-12560	423	16	novel	novel	ADJ
fuelectenerg-12560	423	17	cryptocurrency	cryptocurrency	NOUN
fuelectenerg-12560	423	18	price	price	NOUN
fuelectenerg-12560	423	19	trend	trend	NOUN
fuelectenerg-12560	423	20	forecasting	forecasting	NOUN
fuelectenerg-12560	423	21	model	model	NOUN
fuelectenerg-12560	423	22	based	base	VERB
fuelectenerg-12560	423	23	on	on	ADP
fuelectenerg-12560	423	24	lightgbm	lightgbm	ADJ
fuelectenerg-12560	423	25	,	,	PUNCT
fuelectenerg-12560	423	26	"	"	PUNCT
fuelectenerg-12560	423	27	finance	finance	NOUN
fuelectenerg-12560	423	28	research	research	NOUN
fuelectenerg-12560	423	29	letters	letter	NOUN
fuelectenerg-12560	423	30	,	,	PUNCT
fuelectenerg-12560	423	31	dec	dec	PROPN
fuelectenerg-12560	423	32	.	.	PROPN
fuelectenerg-12560	423	33	2018	2018	NUM
fuelectenerg-12560	423	34	.	.	PUNCT
fuelectenerg-12560	424	1	[	[	X
fuelectenerg-12560	424	2	52	52	NUM
fuelectenerg-12560	424	3	]	]	PUNCT
fuelectenerg-12560	424	4	r.	r.	PROPN
fuelectenerg-12560	424	5	xu	xu	PROPN
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fuelectenerg-12560	424	7	y.	y.	PROPN
fuelectenerg-12560	424	8	chen	chen	PROPN
fuelectenerg-12560	424	9	,	,	PUNCT
fuelectenerg-12560	424	10	t.	t.	PROPN
fuelectenerg-12560	424	11	xiao	xiao	PROPN
fuelectenerg-12560	424	12	,	,	PUNCT
fuelectenerg-12560	424	13	j.	j.	PROPN
fuelectenerg-12560	424	14	wang	wang	PROPN
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fuelectenerg-12560	424	16	and	and	CCONJ
fuelectenerg-12560	424	17	x.	x.	PROPN
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fuelectenerg-12560	424	20	"	"	PUNCT
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fuelectenerg-12560	424	23	trend	trend	NOUN
fuelectenerg-12560	424	24	of	of	ADP
fuelectenerg-12560	424	25	stock	stock	NOUN
fuelectenerg-12560	424	26	index	index	NOUN
fuelectenerg-12560	424	27	based	base	VERB
fuelectenerg-12560	424	28	on	on	ADP
fuelectenerg-12560	424	29	feature	feature	NOUN
fuelectenerg-12560	424	30	engineering	engineering	NOUN
fuelectenerg-12560	424	31	and	and	CCONJ
fuelectenerg-12560	424	32	catboost	catboost	PROPN
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fuelectenerg-12560	424	34	,	,	PUNCT
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fuelectenerg-12560	424	37	journal	journal	NOUN
fuelectenerg-12560	424	38	of	of	ADP
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fuelectenerg-12560	424	40	engineering	engineering	NOUN
fuelectenerg-12560	424	41	,	,	PUNCT
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fuelectenerg-12560	424	43	2150027	2150027	NUM
fuelectenerg-12560	424	44	,	,	PUNCT
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fuelectenerg-12560	424	47	.	.	PUNCT
fuelectenerg-12560	425	1	[	[	X
fuelectenerg-12560	425	2	53	53	NUM
fuelectenerg-12560	425	3	]	]	PUNCT
fuelectenerg-12560	425	4	l.	l.	PROPN
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fuelectenerg-12560	425	6	,	,	PUNCT
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fuelectenerg-12560	425	17	"	"	PUNCT
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fuelectenerg-12560	425	19	price	price	NOUN
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fuelectenerg-12560	425	21	based	base	VERB
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fuelectenerg-12560	425	23	lstm	lstm	NOUN
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fuelectenerg-12560	425	25	lightgbm	lightgbm	ADJ
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fuelectenerg-12560	425	27	model	model	NOUN
fuelectenerg-12560	425	28	,	,	PUNCT
fuelectenerg-12560	425	29	"	"	PUNCT
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fuelectenerg-12560	425	38	.	.	PUNCT
fuelectenerg-12560	426	1	[	[	X
fuelectenerg-12560	426	2	54	54	NUM
fuelectenerg-12560	426	3	]	]	PUNCT
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fuelectenerg-12560	426	9	l.	l.	PROPN
fuelectenerg-12560	426	10	,	,	PUNCT
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fuelectenerg-12560	426	15	o.	o.	PROPN
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fuelectenerg-12560	426	17	and	and	CCONJ
fuelectenerg-12560	426	18	g.	g.	PROPN
fuelectenerg-12560	426	19	a.	a.	PROPN
fuelectenerg-12560	426	20	,	,	PUNCT
fuelectenerg-12560	426	21	"	"	PUNCT
fuelectenerg-12560	426	22	comparison	comparison	NOUN
fuelectenerg-12560	426	23	of	of	ADP
fuelectenerg-12560	426	24	the	the	DET
fuelectenerg-12560	426	25	catboost	catboost	NOUN
fuelectenerg-12560	426	26	classifier	classifier	NOUN
fuelectenerg-12560	426	27	with	with	ADP
fuelectenerg-12560	426	28	other	other	ADJ
fuelectenerg-12560	426	29	machine	machine	NOUN
fuelectenerg-12560	426	30	learning	learning	NOUN
fuelectenerg-12560	426	31	methods	method	NOUN
fuelectenerg-12560	426	32	,	,	PUNCT
fuelectenerg-12560	426	33	"	"	PUNCT
fuelectenerg-12560	426	34	international	international	ADJ
fuelectenerg-12560	426	35	journal	journal	NOUN
fuelectenerg-12560	426	36	of	of	ADP
fuelectenerg-12560	426	37	advanced	advanced	ADJ
fuelectenerg-12560	426	38	computer	computer	NOUN
fuelectenerg-12560	426	39	science	science	NOUN
fuelectenerg-12560	426	40	and	and	CCONJ
fuelectenerg-12560	426	41	applications	application	NOUN
fuelectenerg-12560	426	42	,	,	PUNCT
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fuelectenerg-12560	426	48	.	.	NOUN
fuelectenerg-12560	426	49	11	11	NUM
fuelectenerg-12560	426	50	,	,	PUNCT
fuelectenerg-12560	426	51	2020	2020	NUM
fuelectenerg-12560	426	52	.	.	PUNCT
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fuelectenerg-12560	427	3	]	]	PUNCT
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fuelectenerg-12560	427	12	,	,	PUNCT
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fuelectenerg-12560	427	14	v.	v.	ADP
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fuelectenerg-12560	427	17	and	and	CCONJ
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fuelectenerg-12560	427	20	,	,	PUNCT
fuelectenerg-12560	427	21	"	"	PUNCT
fuelectenerg-12560	427	22	catboost	catboost	ADJ
fuelectenerg-12560	427	23	:	:	PUNCT
fuelectenerg-12560	427	24	unbiased	unbiased	ADJ
fuelectenerg-12560	427	25	boosting	boost	VERB
fuelectenerg-12560	427	26	with	with	ADP
fuelectenerg-12560	427	27	categorical	categorical	ADJ
fuelectenerg-12560	427	28	features	feature	NOUN
fuelectenerg-12560	427	29	,	,	PUNCT
fuelectenerg-12560	427	30	"	"	PUNCT
fuelectenerg-12560	427	31	neural	neural	ADJ
fuelectenerg-12560	427	32	information	information	NOUN
fuelectenerg-12560	427	33	processing	processing	NOUN
fuelectenerg-12560	427	34	systems	system	NOUN
fuelectenerg-12560	427	35	,	,	PUNCT
fuelectenerg-12560	427	36	2018	2018	NUM
fuelectenerg-12560	427	37	.	.	PUNCT
fuelectenerg-12560	428	1	https://proceedings.neurips.cc/paper/2018/	https://proceedings.neurips.cc/paper/2018/	ADP
fuelectenerg-12560	428	2	hash/14491b756b3a51daac41c24863285549	hash/14491b756b3a51daac41c24863285549	PROPN
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fuelectenerg-12560	428	7	]	]	PUNCT
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fuelectenerg-12560	428	9	and	and	CCONJ
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fuelectenerg-12560	428	13	"	"	PUNCT
fuelectenerg-12560	428	14	a	a	DET
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fuelectenerg-12560	428	18	the	the	DET
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fuelectenerg-12560	428	20	of	of	ADP
fuelectenerg-12560	428	21	stock	stock	NOUN
fuelectenerg-12560	428	22	trading	trading	NOUN
fuelectenerg-12560	428	23	strategies	strategy	NOUN
fuelectenerg-12560	428	24	based	base	VERB
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fuelectenerg-12560	428	26	lgbm	lgbm	ADJ
fuelectenerg-12560	428	27	and	and	CCONJ
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fuelectenerg-12560	428	30	.	.	PUNCT
fuelectenerg-12560	428	31	,	,	PUNCT
fuelectenerg-12560	428	32	"	"	PUNCT
fuelectenerg-12560	428	33	international	international	ADJ
fuelectenerg-12560	428	34	journal	journal	NOUN
fuelectenerg-12560	428	35	of	of	ADP
fuelectenerg-12560	428	36	finance	finance	PROPN
fuelectenerg-12560	428	37	&	&	CCONJ
fuelectenerg-12560	428	38	managerial	managerial	ADJ
fuelectenerg-12560	428	39	accounting	accounting	NOUN
fuelectenerg-12560	428	40	,	,	PUNCT
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fuelectenerg-12560	428	42	.	.	PROPN
fuelectenerg-12560	428	43	7	7	NUM
fuelectenerg-12560	428	44	,	,	PUNCT
fuelectenerg-12560	428	45	no	no	INTJ
fuelectenerg-12560	428	46	.	.	NOUN
fuelectenerg-12560	428	47	26	26	NUM
fuelectenerg-12560	428	48	,	,	PUNCT
fuelectenerg-12560	428	49	pp	pp	ADJ
fuelectenerg-12560	428	50	.	.	PUNCT
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fuelectenerg-12560	429	4	.	.	PROPN
fuelectenerg-12560	429	5	2022	2022	NUM
fuelectenerg-12560	430	1	[	[	X
fuelectenerg-12560	430	2	57	57	NUM
fuelectenerg-12560	430	3	]	]	PUNCT
fuelectenerg-12560	430	4	r.	r.	PROPN
fuelectenerg-12560	430	5	xu	xu	PROPN
fuelectenerg-12560	430	6	,	,	PUNCT
fuelectenerg-12560	430	7	y.	y.	PROPN
fuelectenerg-12560	430	8	chen	chen	PROPN
fuelectenerg-12560	430	9	,	,	PUNCT
fuelectenerg-12560	430	10	t.	t.	PROPN
fuelectenerg-12560	430	11	xiao	xiao	PROPN
fuelectenerg-12560	430	12	,	,	PUNCT
fuelectenerg-12560	430	13	j.	j.	PROPN
fuelectenerg-12560	430	14	wang	wang	PROPN
fuelectenerg-12560	430	15	,	,	PUNCT
fuelectenerg-12560	430	16	and	and	CCONJ
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fuelectenerg-12560	430	19	,	,	PUNCT
fuelectenerg-12560	430	20	"	"	PUNCT
fuelectenerg-12560	430	21	predicting	predict	VERB
fuelectenerg-12560	430	22	the	the	DET
fuelectenerg-12560	430	23	trend	trend	NOUN
fuelectenerg-12560	430	24	of	of	ADP
fuelectenerg-12560	430	25	stock	stock	NOUN
fuelectenerg-12560	430	26	index	index	NOUN
fuelectenerg-12560	430	27	based	base	VERB
fuelectenerg-12560	430	28	on	on	ADP
fuelectenerg-12560	430	29	feature	feature	NOUN
fuelectenerg-12560	430	30	engineering	engineering	NOUN
fuelectenerg-12560	430	31	and	and	CCONJ
fuelectenerg-12560	430	32	catboost	catboost	PROPN
fuelectenerg-12560	430	33	model	model	NOUN
fuelectenerg-12560	430	34	,	,	PUNCT
fuelectenerg-12560	430	35	"	"	PUNCT
fuelectenerg-12560	430	36	international	international	ADJ
fuelectenerg-12560	430	37	journal	journal	NOUN
fuelectenerg-12560	430	38	of	of	ADP
fuelectenerg-12560	430	39	financial	financial	ADJ
fuelectenerg-12560	430	40	engineering	engineering	NOUN
fuelectenerg-12560	430	41	,	,	PUNCT
fuelectenerg-12560	430	42	p.	p.	NOUN
fuelectenerg-12560	430	43	2150027	2150027	NUM
fuelectenerg-12560	430	44	,	,	PUNCT
fuelectenerg-12560	430	45	may	may	AUX
fuelectenerg-12560	430	46	2021	2021	NUM
fuelectenerg-12560	430	47	.	.	PUNCT
fuelectenerg-12560	431	1	https://proceedings.neurips.cc/paper/2018/hash/14491b756b3a51daac41c24863285549-abstract.html	https://proceedings.neurips.cc/paper/2018/hash/14491b756b3a51daac41c24863285549-abstract.html	PUNCT
fuelectenerg-12560	431	2	https://proceedings.neurips.cc/paper/2018/hash/14491b756b3a51daac41c24863285549-abstract.html	https://proceedings.neurips.cc/paper/2018/hash/14491b756b3a51daac41c24863285549-abstract.html	PUNCT