id	sid	tid	token	lemma	pos
cord-354627-y07w2f43	1	1	key	key	ADJ
cord-354627-y07w2f43	1	2	:	:	PUNCT
cord-354627-y07w2f43	1	3	cord-354627	cord-354627	NUM
cord-354627-y07w2f43	1	4	-	-	PUNCT
cord-354627-y07w2f43	1	5	y07w2f43	y07w2f43	NUM
cord-354627-y07w2f43	1	6	authors	author	NOUN
cord-354627-y07w2f43	1	7	:	:	PUNCT
cord-354627-y07w2f43	1	8	pinter	pinter	PROPN
cord-354627-y07w2f43	1	9	,	,	PUNCT
cord-354627-y07w2f43	1	10	g.	g.	PROPN
cord-354627-y07w2f43	1	11	;	;	PUNCT
cord-354627-y07w2f43	1	12	felde	felde	PROPN
cord-354627-y07w2f43	1	13	,	,	PUNCT
cord-354627-y07w2f43	1	14	i.	i.	PROPN
cord-354627-y07w2f43	1	15	;	;	PUNCT
cord-354627-y07w2f43	1	16	mosavi	mosavi	PROPN
cord-354627-y07w2f43	1	17	,	,	PUNCT
cord-354627-y07w2f43	1	18	a.	a.	PROPN
cord-354627-y07w2f43	1	19	;	;	PUNCT
cord-354627-y07w2f43	1	20	ghamisi	ghamisi	PROPN
cord-354627-y07w2f43	1	21	,	,	PUNCT
cord-354627-y07w2f43	1	22	p.	p.	PROPN
cord-354627-y07w2f43	1	23	;	;	PUNCT
cord-354627-y07w2f43	2	1	gloaguen	gloaguen	PROPN
cord-354627-y07w2f43	2	2	,	,	PUNCT
cord-354627-y07w2f43	2	3	r.	r.	PROPN
cord-354627-y07w2f43	2	4	title	title	PROPN
cord-354627-y07w2f43	2	5	:	:	PUNCT
cord-354627-y07w2f43	2	6	covid-19	covid-19	NUM
cord-354627-y07w2f43	2	7	pandemic	pandemic	ADJ
cord-354627-y07w2f43	2	8	prediction	prediction	NOUN
cord-354627-y07w2f43	2	9	for	for	ADP
cord-354627-y07w2f43	2	10	hungary	hungary	PROPN
cord-354627-y07w2f43	2	11	;	;	PUNCT
cord-354627-y07w2f43	2	12	a	a	DET
cord-354627-y07w2f43	2	13	hybrid	hybrid	ADJ
cord-354627-y07w2f43	2	14	machine	machine	NOUN
cord-354627-y07w2f43	2	15	learning	learning	NOUN
cord-354627-y07w2f43	2	16	approach	approach	NOUN
cord-354627-y07w2f43	2	17	date	date	NOUN
cord-354627-y07w2f43	2	18	:	:	PUNCT
cord-354627-y07w2f43	2	19	2020	2020	NUM
cord-354627-y07w2f43	2	20	-	-	SYM
cord-354627-y07w2f43	2	21	05	05	NUM
cord-354627-y07w2f43	2	22	-	-	PUNCT
cord-354627-y07w2f43	2	23	06	06	NUM
cord-354627-y07w2f43	2	24	journal	journal	NOUN
cord-354627-y07w2f43	2	25	:	:	PUNCT
cord-354627-y07w2f43	2	26	nan	nan	PROPN
cord-354627-y07w2f43	2	27	doi	doi	PROPN
cord-354627-y07w2f43	2	28	:	:	PUNCT
cord-354627-y07w2f43	2	29	10.1101/2020.05.02.20088427	10.1101/2020.05.02.20088427	PROPN
cord-354627-y07w2f43	2	30	sha	shall	AUX
cord-354627-y07w2f43	2	31	:	:	PUNCT
cord-354627-y07w2f43	2	32	doc_id	doc_id	X
cord-354627-y07w2f43	2	33	:	:	PUNCT
cord-354627-y07w2f43	2	34	354627	354627	NUM
cord-354627-y07w2f43	2	35	cord_uid	cord_uid	PROPN
cord-354627-y07w2f43	2	36	:	:	PUNCT
cord-354627-y07w2f43	2	37	y07w2f43	y07w2f43	PROPN
cord-354627-y07w2f43	2	38	several	several	ADJ
cord-354627-y07w2f43	2	39	epidemiological	epidemiological	ADJ
cord-354627-y07w2f43	2	40	models	model	NOUN
cord-354627-y07w2f43	2	41	are	be	AUX
cord-354627-y07w2f43	2	42	being	be	AUX
cord-354627-y07w2f43	2	43	used	use	VERB
cord-354627-y07w2f43	2	44	around	around	ADP
cord-354627-y07w2f43	2	45	the	the	DET
cord-354627-y07w2f43	2	46	world	world	NOUN
cord-354627-y07w2f43	2	47	to	to	PART
cord-354627-y07w2f43	2	48	project	project	VERB
cord-354627-y07w2f43	2	49	the	the	DET
cord-354627-y07w2f43	2	50	number	number	NOUN
cord-354627-y07w2f43	2	51	of	of	ADP
cord-354627-y07w2f43	2	52	infected	infect	VERB
cord-354627-y07w2f43	2	53	individuals	individual	NOUN
cord-354627-y07w2f43	2	54	and	and	CCONJ
cord-354627-y07w2f43	2	55	the	the	DET
cord-354627-y07w2f43	2	56	mortality	mortality	NOUN
cord-354627-y07w2f43	2	57	rates	rate	NOUN
cord-354627-y07w2f43	2	58	of	of	ADP
cord-354627-y07w2f43	2	59	the	the	DET
cord-354627-y07w2f43	2	60	covid-19	covid-19	PROPN
cord-354627-y07w2f43	2	61	outbreak	outbreak	NOUN
cord-354627-y07w2f43	2	62	.	.	PUNCT
cord-354627-y07w2f43	3	1	advancing	advance	VERB
cord-354627-y07w2f43	3	2	accurate	accurate	ADJ
cord-354627-y07w2f43	3	3	prediction	prediction	NOUN
cord-354627-y07w2f43	3	4	models	model	NOUN
cord-354627-y07w2f43	3	5	is	be	AUX
cord-354627-y07w2f43	3	6	of	of	ADP
cord-354627-y07w2f43	3	7	utmost	utmost	ADJ
cord-354627-y07w2f43	3	8	importance	importance	NOUN
cord-354627-y07w2f43	3	9	to	to	PART
cord-354627-y07w2f43	3	10	take	take	VERB
cord-354627-y07w2f43	3	11	proper	proper	ADJ
cord-354627-y07w2f43	3	12	actions	action	NOUN
cord-354627-y07w2f43	3	13	.	.	PUNCT
cord-354627-y07w2f43	4	1	due	due	ADP
cord-354627-y07w2f43	4	2	to	to	ADP
cord-354627-y07w2f43	4	3	a	a	DET
cord-354627-y07w2f43	4	4	high	high	ADJ
cord-354627-y07w2f43	4	5	level	level	NOUN
cord-354627-y07w2f43	4	6	of	of	ADP
cord-354627-y07w2f43	4	7	uncertainty	uncertainty	NOUN
cord-354627-y07w2f43	4	8	or	or	CCONJ
cord-354627-y07w2f43	4	9	even	even	ADV
cord-354627-y07w2f43	4	10	lack	lack	NOUN
cord-354627-y07w2f43	4	11	of	of	ADP
cord-354627-y07w2f43	4	12	essential	essential	ADJ
cord-354627-y07w2f43	4	13	data	datum	NOUN
cord-354627-y07w2f43	4	14	,	,	PUNCT
cord-354627-y07w2f43	4	15	the	the	DET
cord-354627-y07w2f43	4	16	standard	standard	ADJ
cord-354627-y07w2f43	4	17	epidemiological	epidemiological	ADJ
cord-354627-y07w2f43	4	18	models	model	NOUN
cord-354627-y07w2f43	4	19	have	have	AUX
cord-354627-y07w2f43	4	20	been	be	AUX
cord-354627-y07w2f43	4	21	challenged	challenge	VERB
cord-354627-y07w2f43	4	22	regarding	regard	VERB
cord-354627-y07w2f43	4	23	the	the	DET
cord-354627-y07w2f43	4	24	delivery	delivery	NOUN
cord-354627-y07w2f43	4	25	of	of	ADP
cord-354627-y07w2f43	4	26	higher	high	ADJ
cord-354627-y07w2f43	4	27	accuracy	accuracy	NOUN
cord-354627-y07w2f43	4	28	for	for	ADP
cord-354627-y07w2f43	4	29	long	long	ADJ
cord-354627-y07w2f43	4	30	-	-	PUNCT
cord-354627-y07w2f43	4	31	term	term	NOUN
cord-354627-y07w2f43	4	32	prediction	prediction	NOUN
cord-354627-y07w2f43	4	33	.	.	PUNCT
cord-354627-y07w2f43	5	1	as	as	ADP
cord-354627-y07w2f43	5	2	an	an	DET
cord-354627-y07w2f43	5	3	alternative	alternative	NOUN
cord-354627-y07w2f43	5	4	to	to	ADP
cord-354627-y07w2f43	5	5	the	the	DET
cord-354627-y07w2f43	5	6	susceptible	susceptible	ADV
cord-354627-y07w2f43	5	7	-	-	PUNCT
cord-354627-y07w2f43	5	8	infected	infect	VERB
cord-354627-y07w2f43	5	9	-	-	PUNCT
cord-354627-y07w2f43	5	10	resistant	resistant	ADJ
cord-354627-y07w2f43	5	11	(	(	PUNCT
cord-354627-y07w2f43	5	12	sir)-based	sir)-base	VERB
cord-354627-y07w2f43	5	13	models	model	NOUN
cord-354627-y07w2f43	5	14	,	,	PUNCT
cord-354627-y07w2f43	5	15	this	this	DET
cord-354627-y07w2f43	5	16	study	study	NOUN
cord-354627-y07w2f43	5	17	proposes	propose	VERB
cord-354627-y07w2f43	5	18	a	a	DET
cord-354627-y07w2f43	5	19	hybrid	hybrid	ADJ
cord-354627-y07w2f43	5	20	machine	machine	NOUN
cord-354627-y07w2f43	5	21	learning	learning	NOUN
cord-354627-y07w2f43	5	22	approach	approach	NOUN
cord-354627-y07w2f43	5	23	to	to	PART
cord-354627-y07w2f43	5	24	predict	predict	VERB
cord-354627-y07w2f43	5	25	the	the	DET
cord-354627-y07w2f43	5	26	covid-19	covid-19	PROPN
cord-354627-y07w2f43	5	27	and	and	CCONJ
cord-354627-y07w2f43	5	28	we	we	PRON
cord-354627-y07w2f43	5	29	exemplify	exemplify	VERB
cord-354627-y07w2f43	5	30	its	its	PRON
cord-354627-y07w2f43	5	31	potential	potential	NOUN
cord-354627-y07w2f43	5	32	using	use	VERB
cord-354627-y07w2f43	5	33	data	datum	NOUN
cord-354627-y07w2f43	5	34	from	from	ADP
cord-354627-y07w2f43	5	35	hungary	hungary	PROPN
cord-354627-y07w2f43	5	36	.	.	PUNCT
cord-354627-y07w2f43	6	1	the	the	DET
cord-354627-y07w2f43	6	2	hybrid	hybrid	NOUN
cord-354627-y07w2f43	6	3	machine	machine	NOUN
cord-354627-y07w2f43	6	4	learning	learning	NOUN
cord-354627-y07w2f43	6	5	methods	method	NOUN
cord-354627-y07w2f43	6	6	of	of	ADP
cord-354627-y07w2f43	6	7	adaptive	adaptive	ADJ
cord-354627-y07w2f43	6	8	network	network	NOUN
cord-354627-y07w2f43	6	9	-	-	PUNCT
cord-354627-y07w2f43	6	10	based	base	VERB
cord-354627-y07w2f43	6	11	fuzzy	fuzzy	ADJ
cord-354627-y07w2f43	6	12	inference	inference	NOUN
cord-354627-y07w2f43	6	13	system	system	NOUN
cord-354627-y07w2f43	6	14	(	(	PUNCT
cord-354627-y07w2f43	6	15	anfis	anfis	PROPN
cord-354627-y07w2f43	6	16	)	)	PUNCT
cord-354627-y07w2f43	6	17	and	and	CCONJ
cord-354627-y07w2f43	6	18	multi	multi	ADJ
cord-354627-y07w2f43	6	19	-	-	ADJ
cord-354627-y07w2f43	6	20	layered	layered	ADJ
cord-354627-y07w2f43	6	21	perceptron	perceptron	NOUN
cord-354627-y07w2f43	6	22	-	-	PUNCT
cord-354627-y07w2f43	6	23	imperialist	imperialist	NOUN
cord-354627-y07w2f43	6	24	competitive	competitive	ADJ
cord-354627-y07w2f43	6	25	algorithm	algorithm	NOUN
cord-354627-y07w2f43	6	26	(	(	PUNCT
cord-354627-y07w2f43	6	27	mlp	mlp	PROPN
cord-354627-y07w2f43	6	28	-	-	PUNCT
cord-354627-y07w2f43	6	29	ica	ica	PROPN
cord-354627-y07w2f43	6	30	)	)	PUNCT
cord-354627-y07w2f43	6	31	are	be	AUX
cord-354627-y07w2f43	6	32	used	use	VERB
cord-354627-y07w2f43	6	33	to	to	PART
cord-354627-y07w2f43	6	34	predict	predict	VERB
cord-354627-y07w2f43	6	35	time	time	NOUN
cord-354627-y07w2f43	6	36	series	series	NOUN
cord-354627-y07w2f43	6	37	of	of	ADP
cord-354627-y07w2f43	6	38	infected	infect	VERB
cord-354627-y07w2f43	6	39	individuals	individual	NOUN
cord-354627-y07w2f43	6	40	and	and	CCONJ
cord-354627-y07w2f43	6	41	mortality	mortality	NOUN
cord-354627-y07w2f43	6	42	rate	rate	NOUN
cord-354627-y07w2f43	6	43	.	.	PUNCT
cord-354627-y07w2f43	7	1	the	the	DET
cord-354627-y07w2f43	7	2	models	model	NOUN
cord-354627-y07w2f43	7	3	predict	predict	VERB
cord-354627-y07w2f43	7	4	that	that	SCONJ
cord-354627-y07w2f43	7	5	by	by	ADP
cord-354627-y07w2f43	7	6	late	late	ADJ
cord-354627-y07w2f43	7	7	may	may	PROPN
cord-354627-y07w2f43	7	8	,	,	PUNCT
cord-354627-y07w2f43	7	9	the	the	DET
cord-354627-y07w2f43	7	10	outbreak	outbreak	NOUN
cord-354627-y07w2f43	7	11	and	and	CCONJ
cord-354627-y07w2f43	7	12	the	the	DET
cord-354627-y07w2f43	7	13	total	total	ADJ
cord-354627-y07w2f43	7	14	morality	morality	NOUN
cord-354627-y07w2f43	7	15	will	will	AUX
cord-354627-y07w2f43	7	16	drop	drop	VERB
cord-354627-y07w2f43	7	17	substantially	substantially	ADV
cord-354627-y07w2f43	7	18	.	.	PUNCT
cord-354627-y07w2f43	8	1	the	the	DET
cord-354627-y07w2f43	8	2	validation	validation	NOUN
cord-354627-y07w2f43	8	3	is	be	AUX
cord-354627-y07w2f43	8	4	performed	perform	VERB
cord-354627-y07w2f43	8	5	for	for	ADP
cord-354627-y07w2f43	8	6	nine	nine	NUM
cord-354627-y07w2f43	8	7	days	day	NOUN
cord-354627-y07w2f43	8	8	with	with	ADP
cord-354627-y07w2f43	8	9	promising	promise	VERB
cord-354627-y07w2f43	8	10	results	result	NOUN
cord-354627-y07w2f43	8	11	,	,	PUNCT
cord-354627-y07w2f43	8	12	which	which	PRON
cord-354627-y07w2f43	8	13	confirms	confirm	VERB
cord-354627-y07w2f43	8	14	the	the	DET
cord-354627-y07w2f43	8	15	model	model	NOUN
cord-354627-y07w2f43	8	16	accuracy	accuracy	NOUN
cord-354627-y07w2f43	8	17	.	.	PUNCT
cord-354627-y07w2f43	9	1	it	it	PRON
cord-354627-y07w2f43	9	2	is	be	AUX
cord-354627-y07w2f43	9	3	expected	expect	VERB
cord-354627-y07w2f43	9	4	that	that	SCONJ
cord-354627-y07w2f43	9	5	the	the	DET
cord-354627-y07w2f43	9	6	model	model	NOUN
cord-354627-y07w2f43	9	7	maintains	maintain	VERB
cord-354627-y07w2f43	9	8	its	its	PRON
cord-354627-y07w2f43	9	9	accuracy	accuracy	NOUN
cord-354627-y07w2f43	9	10	as	as	ADV
cord-354627-y07w2f43	9	11	long	long	ADV
cord-354627-y07w2f43	9	12	as	as	SCONJ
cord-354627-y07w2f43	9	13	no	no	DET
cord-354627-y07w2f43	9	14	significant	significant	ADJ
cord-354627-y07w2f43	9	15	interruption	interruption	NOUN
cord-354627-y07w2f43	9	16	occurs	occur	VERB
cord-354627-y07w2f43	9	17	.	.	PUNCT
cord-354627-y07w2f43	10	1	based	base	VERB
cord-354627-y07w2f43	10	2	on	on	ADP
cord-354627-y07w2f43	10	3	the	the	DET
cord-354627-y07w2f43	10	4	results	result	NOUN
cord-354627-y07w2f43	10	5	reported	report	VERB
cord-354627-y07w2f43	10	6	here	here	ADV
cord-354627-y07w2f43	10	7	,	,	PUNCT
cord-354627-y07w2f43	10	8	and	and	CCONJ
cord-354627-y07w2f43	10	9	due	due	ADP
cord-354627-y07w2f43	10	10	to	to	ADP
cord-354627-y07w2f43	10	11	the	the	DET
cord-354627-y07w2f43	10	12	complex	complex	ADJ
cord-354627-y07w2f43	10	13	nature	nature	NOUN
cord-354627-y07w2f43	10	14	of	of	ADP
cord-354627-y07w2f43	10	15	the	the	DET
cord-354627-y07w2f43	10	16	covid-19	covid-19	PROPN
cord-354627-y07w2f43	10	17	outbreak	outbreak	NOUN
cord-354627-y07w2f43	10	18	and	and	CCONJ
cord-354627-y07w2f43	10	19	variation	variation	NOUN
cord-354627-y07w2f43	10	20	in	in	ADP
cord-354627-y07w2f43	10	21	its	its	PRON
cord-354627-y07w2f43	10	22	behavior	behavior	NOUN
cord-354627-y07w2f43	10	23	from	from	ADP
cord-354627-y07w2f43	10	24	nation	nation	NOUN
cord-354627-y07w2f43	10	25	-	-	PUNCT
cord-354627-y07w2f43	10	26	to	to	ADP
cord-354627-y07w2f43	10	27	-	-	PUNCT
cord-354627-y07w2f43	10	28	nation	nation	NOUN
cord-354627-y07w2f43	10	29	,	,	PUNCT
cord-354627-y07w2f43	10	30	this	this	DET
cord-354627-y07w2f43	10	31	study	study	NOUN
cord-354627-y07w2f43	10	32	suggests	suggest	VERB
cord-354627-y07w2f43	10	33	machine	machine	NOUN
cord-354627-y07w2f43	10	34	learning	learning	NOUN
cord-354627-y07w2f43	10	35	as	as	ADP
cord-354627-y07w2f43	10	36	an	an	DET
cord-354627-y07w2f43	10	37	effective	effective	ADJ
cord-354627-y07w2f43	10	38	tool	tool	NOUN
cord-354627-y07w2f43	10	39	to	to	PART
cord-354627-y07w2f43	10	40	model	model	VERB
cord-354627-y07w2f43	10	41	the	the	DET
cord-354627-y07w2f43	10	42	outbreak	outbreak	NOUN
cord-354627-y07w2f43	10	43	.	.	PUNCT
cord-354627-y07w2f43	11	1	this	this	DET
cord-354627-y07w2f43	11	2	paper	paper	NOUN
cord-354627-y07w2f43	11	3	provides	provide	VERB
cord-354627-y07w2f43	11	4	an	an	DET
cord-354627-y07w2f43	11	5	initial	initial	ADJ
cord-354627-y07w2f43	11	6	benchmarking	benchmarke	VERB
cord-354627-y07w2f43	11	7	to	to	PART
cord-354627-y07w2f43	11	8	demonstrate	demonstrate	VERB
cord-354627-y07w2f43	11	9	the	the	DET
cord-354627-y07w2f43	11	10	potential	potential	NOUN
cord-354627-y07w2f43	11	11	of	of	ADP
cord-354627-y07w2f43	11	12	machine	machine	NOUN
cord-354627-y07w2f43	11	13	learning	learn	VERB
cord-354627-y07w2f43	11	14	for	for	ADP
cord-354627-y07w2f43	11	15	future	future	ADJ
cord-354627-y07w2f43	11	16	research	research	NOUN
cord-354627-y07w2f43	11	17	.	.	PUNCT
cord-354627-y07w2f43	12	1	severe	severe	ADJ
cord-354627-y07w2f43	12	2	acute	acute	ADJ
cord-354627-y07w2f43	12	3	respiratory	respiratory	ADJ
cord-354627-y07w2f43	12	4	syndrome	syndrome	NOUN
cord-354627-y07w2f43	12	5	coronavirus	coronavirus	PROPN
cord-354627-y07w2f43	12	6	2	2	NUM
cord-354627-y07w2f43	12	7	,	,	PUNCT
cord-354627-y07w2f43	12	8	also	also	ADV
cord-354627-y07w2f43	12	9	known	know	VERB
cord-354627-y07w2f43	12	10	as	as	ADP
cord-354627-y07w2f43	12	11	sars	sar	NOUN
cord-354627-y07w2f43	12	12	-	-	PUNCT
cord-354627-y07w2f43	12	13	cov-2	cov-2	PUNCT
cord-354627-y07w2f43	12	14	,	,	PUNCT
cord-354627-y07w2f43	12	15	is	be	AUX
cord-354627-y07w2f43	12	16	reported	report	VERB
cord-354627-y07w2f43	12	17	as	as	SCONJ
cord-354627-y07w2f43	12	18	a	a	DET
cord-354627-y07w2f43	12	19	virus	virus	NOUN
cord-354627-y07w2f43	12	20	strain	strain	VERB
cord-354627-y07w2f43	12	21	causing	cause	VERB
cord-354627-y07w2f43	12	22	the	the	DET
cord-354627-y07w2f43	12	23	respiratory	respiratory	ADJ
cord-354627-y07w2f43	12	24	disease	disease	NOUN
cord-354627-y07w2f43	12	25	of	of	ADP
cord-354627-y07w2f43	12	26	covid-19	covid-19	PROPN
cord-354627-y07w2f43	12	27	[	[	PUNCT
cord-354627-y07w2f43	12	28	1	1	NUM
cord-354627-y07w2f43	12	29	]	]	PUNCT
cord-354627-y07w2f43	12	30	.	.	PUNCT
cord-354627-y07w2f43	13	1	the	the	DET
cord-354627-y07w2f43	13	2	world	world	PROPN
cord-354627-y07w2f43	13	3	health	health	NOUN
cord-354627-y07w2f43	13	4	organization	organization	NOUN
cord-354627-y07w2f43	13	5	(	(	PUNCT
cord-354627-y07w2f43	13	6	who	who	PRON
cord-354627-y07w2f43	13	7	)	)	PUNCT
cord-354627-y07w2f43	13	8	and	and	CCONJ
cord-354627-y07w2f43	13	9	the	the	DET
cord-354627-y07w2f43	13	10	global	global	ADJ
cord-354627-y07w2f43	13	11	nations	nation	NOUN
cord-354627-y07w2f43	13	12	confirmed	confirm	VERB
cord-354627-y07w2f43	13	13	the	the	DET
cord-354627-y07w2f43	13	14	coronavirus	coronavirus	NOUN
cord-354627-y07w2f43	13	15	disease	disease	NOUN
cord-354627-y07w2f43	13	16	to	to	PART
cord-354627-y07w2f43	13	17	be	be	AUX
cord-354627-y07w2f43	13	18	extremely	extremely	ADV
cord-354627-y07w2f43	13	19	contagious	contagious	ADJ
cord-354627-y07w2f43	13	20	[	[	X
cord-354627-y07w2f43	13	21	2	2	NUM
cord-354627-y07w2f43	13	22	,	,	PUNCT
cord-354627-y07w2f43	13	23	3	3	NUM
cord-354627-y07w2f43	13	24	]	]	PUNCT
cord-354627-y07w2f43	13	25	.	.	PUNCT
cord-354627-y07w2f43	14	1	the	the	DET
cord-354627-y07w2f43	14	2	covid-19	covid-19	PROPN
cord-354627-y07w2f43	14	3	pandemic	pandemic	NOUN
cord-354627-y07w2f43	14	4	has	have	AUX
cord-354627-y07w2f43	14	5	been	be	AUX
cord-354627-y07w2f43	14	6	widely	widely	ADV
cord-354627-y07w2f43	14	7	recognized	recognize	VERB
cord-354627-y07w2f43	14	8	as	as	ADP
cord-354627-y07w2f43	14	9	a	a	DET
cord-354627-y07w2f43	14	10	public	public	ADJ
cord-354627-y07w2f43	14	11	health	health	NOUN
cord-354627-y07w2f43	14	12	emergency	emergency	NOUN
cord-354627-y07w2f43	14	13	of	of	ADP
cord-354627-y07w2f43	14	14	international	international	ADJ
cord-354627-y07w2f43	14	15	concern	concern	NOUN
cord-354627-y07w2f43	14	16	[	[	X
cord-354627-y07w2f43	14	17	4	4	NUM
cord-354627-y07w2f43	14	18	]	]	PUNCT
cord-354627-y07w2f43	14	19	.	.	PUNCT
cord-354627-y07w2f43	15	1	to	to	PART
cord-354627-y07w2f43	15	2	estimate	estimate	VERB
cord-354627-y07w2f43	15	3	the	the	DET
cord-354627-y07w2f43	15	4	outbreak	outbreak	NOUN
cord-354627-y07w2f43	15	5	,	,	PUNCT
cord-354627-y07w2f43	15	6	identify	identify	VERB
cord-354627-y07w2f43	15	7	the	the	DET
cord-354627-y07w2f43	15	8	peak	peak	NOUN
cord-354627-y07w2f43	15	9	ahead	ahead	ADV
cord-354627-y07w2f43	15	10	of	of	ADP
cord-354627-y07w2f43	15	11	time	time	NOUN
cord-354627-y07w2f43	15	12	,	,	PUNCT
cord-354627-y07w2f43	15	13	and	and	CCONJ
cord-354627-y07w2f43	15	14	also	also	ADV
cord-354627-y07w2f43	15	15	predict	predict	VERB
cord-354627-y07w2f43	15	16	the	the	DET
cord-354627-y07w2f43	15	17	mortality	mortality	NOUN
cord-354627-y07w2f43	15	18	rate	rate	NOUN
cord-354627-y07w2f43	15	19	the	the	DET
cord-354627-y07w2f43	15	20	epidemiological	epidemiological	ADJ
cord-354627-y07w2f43	15	21	models	model	NOUN
cord-354627-y07w2f43	15	22	had	have	AUX
cord-354627-y07w2f43	15	23	been	be	AUX
cord-354627-y07w2f43	15	24	widely	widely	ADV
cord-354627-y07w2f43	15	25	used	use	VERB
cord-354627-y07w2f43	15	26	by	by	ADP
cord-354627-y07w2f43	15	27	officials	official	NOUN
cord-354627-y07w2f43	15	28	and	and	CCONJ
cord-354627-y07w2f43	15	29	media	medium	NOUN
cord-354627-y07w2f43	15	30	.	.	PUNCT
cord-354627-y07w2f43	16	1	outbreak	outbreak	NOUN
cord-354627-y07w2f43	16	2	prediction	prediction	NOUN
cord-354627-y07w2f43	16	3	models	model	NOUN
cord-354627-y07w2f43	16	4	have	have	AUX
cord-354627-y07w2f43	16	5	shown	show	VERB
cord-354627-y07w2f43	16	6	to	to	PART
cord-354627-y07w2f43	16	7	be	be	AUX
cord-354627-y07w2f43	16	8	essential	essential	ADJ
cord-354627-y07w2f43	16	9	to	to	PART
cord-354627-y07w2f43	16	10	communicate	communicate	VERB
cord-354627-y07w2f43	16	11	insights	insight	NOUN
cord-354627-y07w2f43	16	12	into	into	ADP
cord-354627-y07w2f43	16	13	the	the	DET
cord-354627-y07w2f43	16	14	likely	likely	ADJ
cord-354627-y07w2f43	16	15	spread	spread	NOUN
cord-354627-y07w2f43	16	16	and	and	CCONJ
cord-354627-y07w2f43	16	17	consequences	consequence	NOUN
cord-354627-y07w2f43	16	18	of	of	ADP
cord-354627-y07w2f43	16	19	covid-19	covid-19	PROPN
cord-354627-y07w2f43	16	20	.	.	PUNCT
cord-354627-y07w2f43	17	1	furthermore	furthermore	ADV
cord-354627-y07w2f43	17	2	,	,	PUNCT
cord-354627-y07w2f43	17	3	governments	government	NOUN
cord-354627-y07w2f43	17	4	and	and	CCONJ
cord-354627-y07w2f43	17	5	other	other	ADJ
cord-354627-y07w2f43	17	6	legislative	legislative	ADJ
cord-354627-y07w2f43	17	7	bodies	body	NOUN
cord-354627-y07w2f43	17	8	used	use	VERB
cord-354627-y07w2f43	17	9	the	the	DET
cord-354627-y07w2f43	17	10	insights	insight	NOUN
cord-354627-y07w2f43	17	11	from	from	ADP
cord-354627-y07w2f43	17	12	prediction	prediction	NOUN
cord-354627-y07w2f43	17	13	models	model	NOUN
cord-354627-y07w2f43	17	14	to	to	PART
cord-354627-y07w2f43	17	15	suggest	suggest	VERB
cord-354627-y07w2f43	17	16	new	new	ADJ
cord-354627-y07w2f43	17	17	policies	policy	NOUN
cord-354627-y07w2f43	17	18	and	and	CCONJ
cord-354627-y07w2f43	17	19	to	to	PART
cord-354627-y07w2f43	17	20	assess	assess	VERB
cord-354627-y07w2f43	17	21	the	the	DET
cord-354627-y07w2f43	17	22	effectiveness	effectiveness	NOUN
cord-354627-y07w2f43	17	23	of	of	ADP
cord-354627-y07w2f43	17	24	the	the	DET
cord-354627-y07w2f43	17	25	enforced	enforce	VERB
cord-354627-y07w2f43	17	26	policies	policy	NOUN
cord-354627-y07w2f43	17	27	[	[	X
cord-354627-y07w2f43	17	28	5	5	NUM
cord-354627-y07w2f43	17	29	]	]	PUNCT
cord-354627-y07w2f43	17	30	.	.	PUNCT
cord-354627-y07w2f43	18	1	the	the	DET
cord-354627-y07w2f43	18	2	covid-19	covid-19	PROPN
cord-354627-y07w2f43	18	3	pandemic	pandemic	NOUN
cord-354627-y07w2f43	18	4	has	have	AUX
cord-354627-y07w2f43	18	5	been	be	AUX
cord-354627-y07w2f43	18	6	reported	report	VERB
cord-354627-y07w2f43	18	7	to	to	PART
cord-354627-y07w2f43	18	8	be	be	AUX
cord-354627-y07w2f43	18	9	extremely	extremely	ADV
cord-354627-y07w2f43	18	10	aggressive	aggressive	ADJ
cord-354627-y07w2f43	18	11	to	to	PART
cord-354627-y07w2f43	18	12	spread	spread	VERB
cord-354627-y07w2f43	18	13	[	[	SYM
cord-354627-y07w2f43	18	14	6	6	NUM
cord-354627-y07w2f43	18	15	]	]	PUNCT
cord-354627-y07w2f43	18	16	.	.	PUNCT
cord-354627-y07w2f43	19	1	due	due	ADP
cord-354627-y07w2f43	19	2	to	to	ADP
cord-354627-y07w2f43	19	3	the	the	DET
cord-354627-y07w2f43	19	4	complex	complex	ADJ
cord-354627-y07w2f43	19	5	nature	nature	NOUN
cord-354627-y07w2f43	19	6	of	of	ADP
cord-354627-y07w2f43	19	7	the	the	DET
cord-354627-y07w2f43	19	8	covid-19	covid-19	PROPN
cord-354627-y07w2f43	19	9	outbreak	outbreak	NOUN
cord-354627-y07w2f43	19	10	and	and	CCONJ
cord-354627-y07w2f43	19	11	its	its	PRON
cord-354627-y07w2f43	19	12	irregularity	irregularity	NOUN
cord-354627-y07w2f43	19	13	in	in	ADP
cord-354627-y07w2f43	19	14	different	different	ADJ
cord-354627-y07w2f43	19	15	countries	country	NOUN
cord-354627-y07w2f43	19	16	,	,	PUNCT
cord-354627-y07w2f43	19	17	the	the	DET
cord-354627-y07w2f43	19	18	standard	standard	ADJ
cord-354627-y07w2f43	19	19	epidemiological	epidemiological	ADJ
cord-354627-y07w2f43	19	20	models	model	NOUN
cord-354627-y07w2f43	19	21	,	,	PUNCT
cord-354627-y07w2f43	19	22	i.e.	i.e.	X
cord-354627-y07w2f43	19	23	,	,	PUNCT
cord-354627-y07w2f43	19	24	susceptible	susceptible	ADJ
cord-354627-y07w2f43	19	25	-	-	PUNCT
cord-354627-y07w2f43	19	26	infected	infect	VERB
cord-354627-y07w2f43	19	27	-	-	PUNCT
cord-354627-y07w2f43	19	28	resistant	resistant	ADJ
cord-354627-y07w2f43	19	29	(	(	PUNCT
cord-354627-y07w2f43	19	30	sir)-based	sir)-base	VERB
cord-354627-y07w2f43	19	31	models	model	NOUN
cord-354627-y07w2f43	19	32	,	,	PUNCT
cord-354627-y07w2f43	19	33	had	have	AUX
cord-354627-y07w2f43	19	34	been	be	AUX
cord-354627-y07w2f43	19	35	challenged	challenge	VERB
cord-354627-y07w2f43	19	36	for	for	ADP
cord-354627-y07w2f43	19	37	delivering	deliver	VERB
cord-354627-y07w2f43	19	38	higher	high	ADJ
cord-354627-y07w2f43	19	39	performance	performance	NOUN
cord-354627-y07w2f43	19	40	in	in	ADP
cord-354627-y07w2f43	19	41	individual	individual	ADJ
cord-354627-y07w2f43	19	42	nations	nation	NOUN
cord-354627-y07w2f43	19	43	.	.	PUNCT
cord-354627-y07w2f43	20	1	furthermore	furthermore	ADV
cord-354627-y07w2f43	20	2	,	,	PUNCT
cord-354627-y07w2f43	20	3	as	as	SCONJ
cord-354627-y07w2f43	20	4	the	the	DET
cord-354627-y07w2f43	20	5	covid-19	covid-19	PROPN
cord-354627-y07w2f43	20	6	outbreak	outbreak	NOUN
cord-354627-y07w2f43	20	7	showed	show	VERB
cord-354627-y07w2f43	20	8	significant	significant	ADJ
cord-354627-y07w2f43	20	9	differences	difference	NOUN
cord-354627-y07w2f43	20	10	with	with	ADP
cord-354627-y07w2f43	20	11	other	other	ADJ
cord-354627-y07w2f43	20	12	recent	recent	ADJ
cord-354627-y07w2f43	20	13	outbreaks	outbreak	NOUN
cord-354627-y07w2f43	20	14	,	,	PUNCT
cord-354627-y07w2f43	20	15	e.g.	e.g.	ADV
cord-354627-y07w2f43	20	16	,	,	PUNCT
cord-354627-y07w2f43	20	17	ebola	ebola	PROPN
cord-354627-y07w2f43	20	18	,	,	PUNCT
cord-354627-y07w2f43	20	19	cholera	cholera	NOUN
cord-354627-y07w2f43	20	20	,	,	PUNCT
cord-354627-y07w2f43	20	21	swine	swine	PROPN
cord-354627-y07w2f43	20	22	fever	fever	NOUN
cord-354627-y07w2f43	20	23	,	,	PUNCT
cord-354627-y07w2f43	20	24	h1n1	h1n1	PROPN
cord-354627-y07w2f43	20	25	influenza	influenza	PROPN
cord-354627-y07w2f43	20	26	,	,	PUNCT
cord-354627-y07w2f43	20	27	dengue	dengue	NOUN
cord-354627-y07w2f43	20	28	fever	fever	NOUN
cord-354627-y07w2f43	20	29	,	,	PUNCT
cord-354627-y07w2f43	20	30	and	and	CCONJ
cord-354627-y07w2f43	20	31	zika	zika	PROPN
cord-354627-y07w2f43	20	32	,	,	PUNCT
cord-354627-y07w2f43	20	33	advanced	advanced	ADJ
cord-354627-y07w2f43	20	34	epidemiological	epidemiological	ADJ
cord-354627-y07w2f43	20	35	models	model	NOUN
cord-354627-y07w2f43	20	36	have	have	AUX
cord-354627-y07w2f43	20	37	been	be	AUX
cord-354627-y07w2f43	20	38	emerged	emerge	VERB
cord-354627-y07w2f43	20	39	to	to	PART
cord-354627-y07w2f43	20	40	provide	provide	VERB
cord-354627-y07w2f43	20	41	higher	high	ADJ
cord-354627-y07w2f43	20	42	accuracy	accuracy	NOUN
cord-354627-y07w2f43	20	43	[	[	X
cord-354627-y07w2f43	20	44	7	7	NUM
cord-354627-y07w2f43	20	45	]	]	PUNCT
cord-354627-y07w2f43	20	46	.	.	PUNCT
cord-354627-y07w2f43	21	1	nevertheless	nevertheless	ADV
cord-354627-y07w2f43	21	2	,	,	PUNCT
cord-354627-y07w2f43	21	3	due	due	ADP
cord-354627-y07w2f43	21	4	to	to	ADP
cord-354627-y07w2f43	21	5	several	several	ADJ
cord-354627-y07w2f43	21	6	unknown	unknown	ADJ
cord-354627-y07w2f43	21	7	variables	variable	NOUN
cord-354627-y07w2f43	21	8	involved	involve	VERB
cord-354627-y07w2f43	21	9	in	in	ADP
cord-354627-y07w2f43	21	10	the	the	DET
cord-354627-y07w2f43	21	11	spread	spread	NOUN
cord-354627-y07w2f43	21	12	,	,	PUNCT
cord-354627-y07w2f43	21	13	the	the	DET
cord-354627-y07w2f43	21	14	complexity	complexity	NOUN
cord-354627-y07w2f43	21	15	of	of	ADP
cord-354627-y07w2f43	21	16	population	population	NOUN
cord-354627-y07w2f43	21	17	-	-	PUNCT
cord-354627-y07w2f43	21	18	wide	wide	ADJ
cord-354627-y07w2f43	21	19	behavior	behavior	NOUN
cord-354627-y07w2f43	21	20	in	in	ADP
cord-354627-y07w2f43	21	21	various	various	ADJ
cord-354627-y07w2f43	21	22	countries	country	NOUN
cord-354627-y07w2f43	21	23	,	,	PUNCT
cord-354627-y07w2f43	21	24	and	and	CCONJ
cord-354627-y07w2f43	21	25	differences	difference	NOUN
cord-354627-y07w2f43	21	26	in	in	ADP
cord-354627-y07w2f43	21	27	containment	containment	NOUN
cord-354627-y07w2f43	21	28	strategies	strategy	NOUN
cord-354627-y07w2f43	21	29	model	model	NOUN
cord-354627-y07w2f43	21	30	uncertainty	uncertainty	NOUN
cord-354627-y07w2f43	21	31	has	have	AUX
cord-354627-y07w2f43	21	32	been	be	AUX
cord-354627-y07w2f43	21	33	reported	report	VERB
cord-354627-y07w2f43	21	34	inevitable	inevitable	ADJ
cord-354627-y07w2f43	21	35	[	[	X
cord-354627-y07w2f43	21	36	8	8	NUM
cord-354627-y07w2f43	21	37	]	]	PUNCT
cord-354627-y07w2f43	21	38	[	[	X
cord-354627-y07w2f43	21	39	9	9	NUM
cord-354627-y07w2f43	21	40	]	]	PUNCT
cord-354627-y07w2f43	21	41	[	[	X
cord-354627-y07w2f43	21	42	10	10	NUM
cord-354627-y07w2f43	21	43	]	]	PUNCT
cord-354627-y07w2f43	21	44	.	.	PUNCT
cord-354627-y07w2f43	22	1	consequently	consequently	ADV
cord-354627-y07w2f43	22	2	,	,	PUNCT
cord-354627-y07w2f43	22	3	standard	standard	ADJ
cord-354627-y07w2f43	22	4	epidemiological	epidemiological	ADJ
cord-354627-y07w2f43	22	5	models	model	NOUN
cord-354627-y07w2f43	22	6	face	face	VERB
cord-354627-y07w2f43	22	7	new	new	ADJ
cord-354627-y07w2f43	22	8	challenges	challenge	NOUN
cord-354627-y07w2f43	22	9	to	to	PART
cord-354627-y07w2f43	22	10	deliver	deliver	VERB
cord-354627-y07w2f43	22	11	more	more	ADV
cord-354627-y07w2f43	22	12	reliable	reliable	ADJ
cord-354627-y07w2f43	22	13	results	result	NOUN
cord-354627-y07w2f43	22	14	.	.	PUNCT
cord-354627-y07w2f43	23	1	the	the	DET
cord-354627-y07w2f43	23	2	strategy	strategy	NOUN
cord-354627-y07w2f43	23	3	standard	standard	NOUN
cord-354627-y07w2f43	23	4	sir	sir	PROPN
cord-354627-y07w2f43	23	5	models	model	NOUN
cord-354627-y07w2f43	23	6	is	be	AUX
cord-354627-y07w2f43	23	7	formed	form	VERB
cord-354627-y07w2f43	23	8	around	around	ADP
cord-354627-y07w2f43	23	9	the	the	DET
cord-354627-y07w2f43	23	10	assumption	assumption	NOUN
cord-354627-y07w2f43	23	11	of	of	ADP
cord-354627-y07w2f43	23	12	transmitting	transmit	VERB
cord-354627-y07w2f43	23	13	the	the	DET
cord-354627-y07w2f43	23	14	infectious	infectious	ADJ
cord-354627-y07w2f43	23	15	disease	disease	NOUN
cord-354627-y07w2f43	23	16	through	through	ADP
cord-354627-y07w2f43	23	17	contacts	contact	NOUN
cord-354627-y07w2f43	23	18	,	,	PUNCT
cord-354627-y07w2f43	23	19	considering	consider	VERB
cord-354627-y07w2f43	23	20	three	three	NUM
cord-354627-y07w2f43	23	21	different	different	ADJ
cord-354627-y07w2f43	23	22	classes	class	NOUN
cord-354627-y07w2f43	23	23	susceptible	susceptible	ADJ
cord-354627-y07w2f43	23	24	,	,	PUNCT
cord-354627-y07w2f43	23	25	infected	infect	VERB
cord-354627-y07w2f43	23	26	,	,	PUNCT
cord-354627-y07w2f43	23	27	and	and	CCONJ
cord-354627-y07w2f43	23	28	recovered	recover	VERB
cord-354627-y07w2f43	23	29	[	[	X
cord-354627-y07w2f43	23	30	11	11	NUM
cord-354627-y07w2f43	23	31	]	]	PUNCT
cord-354627-y07w2f43	23	32	.	.	PUNCT
cord-354627-y07w2f43	24	1	the	the	DET
cord-354627-y07w2f43	24	2	susceptible	susceptible	ADJ
cord-354627-y07w2f43	24	3	to	to	ADP
cord-354627-y07w2f43	24	4	infection	infection	NOUN
cord-354627-y07w2f43	24	5	(	(	PUNCT
cord-354627-y07w2f43	24	6	class	class	NOUN
cord-354627-y07w2f43	24	7	s	s	PROPN
cord-354627-y07w2f43	24	8	)	)	PUNCT
cord-354627-y07w2f43	24	9	,	,	PUNCT
cord-354627-y07w2f43	24	10	infected	infect	VERB
cord-354627-y07w2f43	24	11	(	(	PUNCT
cord-354627-y07w2f43	24	12	class	class	NOUN
cord-354627-y07w2f43	24	13	i	i	NOUN
cord-354627-y07w2f43	24	14	)	)	PUNCT
cord-354627-y07w2f43	24	15	,	,	PUNCT
cord-354627-y07w2f43	24	16	and	and	CCONJ
cord-354627-y07w2f43	24	17	the	the	DET
cord-354627-y07w2f43	24	18	removed	removed	ADJ
cord-354627-y07w2f43	24	19	population	population	NOUN
cord-354627-y07w2f43	24	20	(	(	PUNCT
cord-354627-y07w2f43	24	21	class	class	NOUN
cord-354627-y07w2f43	24	22	r	r	NOUN
cord-354627-y07w2f43	24	23	)	)	PUNCT
cord-354627-y07w2f43	24	24	build	build	VERB
cord-354627-y07w2f43	24	25	the	the	DET
cord-354627-y07w2f43	24	26	foundation	foundation	NOUN
cord-354627-y07w2f43	24	27	of	of	ADP
cord-354627-y07w2f43	24	28	the	the	DET
cord-354627-y07w2f43	24	29	epidemiological	epidemiological	ADJ
cord-354627-y07w2f43	24	30	modeling	modeling	NOUN
cord-354627-y07w2f43	24	31	.	.	PUNCT
cord-354627-y07w2f43	25	1	note	note	VERB
cord-354627-y07w2f43	25	2	that	that	SCONJ
cord-354627-y07w2f43	25	3	definition	definition	NOUN
cord-354627-y07w2f43	25	4	of	of	ADP
cord-354627-y07w2f43	25	5	various	various	ADJ
cord-354627-y07w2f43	25	6	classes	class	NOUN
cord-354627-y07w2f43	25	7	of	of	ADP
cord-354627-y07w2f43	25	8	outbreak	outbreak	NOUN
cord-354627-y07w2f43	25	9	may	may	AUX
cord-354627-y07w2f43	25	10	vary	vary	VERB
cord-354627-y07w2f43	25	11	.	.	PUNCT
cord-354627-y07w2f43	26	1	for	for	ADP
cord-354627-y07w2f43	26	2	instance	instance	NOUN
cord-354627-y07w2f43	26	3	,	,	PUNCT
cord-354627-y07w2f43	26	4	r	r	NOUN
cord-354627-y07w2f43	26	5	is	be	AUX
cord-354627-y07w2f43	26	6	often	often	ADV
cord-354627-y07w2f43	26	7	referred	refer	VERB
cord-354627-y07w2f43	26	8	to	to	ADP
cord-354627-y07w2f43	26	9	those	those	PRON
cord-354627-y07w2f43	26	10	that	that	PRON
cord-354627-y07w2f43	26	11	have	have	AUX
cord-354627-y07w2f43	26	12	recovered	recover	VERB
cord-354627-y07w2f43	26	13	,	,	PUNCT
cord-354627-y07w2f43	26	14	developed	develop	VERB
cord-354627-y07w2f43	26	15	immunity	immunity	NOUN
cord-354627-y07w2f43	26	16	,	,	PUNCT
cord-354627-y07w2f43	26	17	been	be	AUX
cord-354627-y07w2f43	26	18	isolated	isolate	VERB
cord-354627-y07w2f43	26	19	,	,	PUNCT
cord-354627-y07w2f43	26	20	or	or	CCONJ
cord-354627-y07w2f43	26	21	passed	pass	VERB
cord-354627-y07w2f43	26	22	away	away	ADP
cord-354627-y07w2f43	26	23	.	.	PUNCT
cord-354627-y07w2f43	27	1	however	however	ADV
cord-354627-y07w2f43	27	2	,	,	PUNCT
cord-354627-y07w2f43	27	3	in	in	ADP
cord-354627-y07w2f43	27	4	some	some	DET
cord-354627-y07w2f43	27	5	countries	country	NOUN
cord-354627-y07w2f43	27	6	,	,	PUNCT
cord-354627-y07w2f43	27	7	r	r	NOUN
cord-354627-y07w2f43	27	8	is	be	AUX
cord-354627-y07w2f43	27	9	susceptible	susceptible	ADJ
cord-354627-y07w2f43	27	10	to	to	PART
cord-354627-y07w2f43	27	11	be	be	AUX
cord-354627-y07w2f43	27	12	infected	infect	VERB
cord-354627-y07w2f43	27	13	again	again	ADV
cord-354627-y07w2f43	27	14	and	and	CCONJ
cord-354627-y07w2f43	27	15	there	there	PRON
cord-354627-y07w2f43	27	16	exists	exist	VERB
cord-354627-y07w2f43	27	17	uncertainties	uncertainty	NOUN
cord-354627-y07w2f43	27	18	in	in	ADP
cord-354627-y07w2f43	27	19	allocating	allocate	VERB
cord-354627-y07w2f43	27	20	r	r	NOUN
cord-354627-y07w2f43	27	21	a	a	DET
cord-354627-y07w2f43	27	22	value	value	NOUN
cord-354627-y07w2f43	27	23	.	.	PUNCT
cord-354627-y07w2f43	28	1	advancing	advance	VERB
cord-354627-y07w2f43	28	2	sir	sir	NOUN
cord-354627-y07w2f43	28	3	-	-	PUNCT
cord-354627-y07w2f43	28	4	based	base	VERB
cord-354627-y07w2f43	28	5	models	model	NOUN
cord-354627-y07w2f43	28	6	requires	require	VERB
cord-354627-y07w2f43	28	7	several	several	ADJ
cord-354627-y07w2f43	28	8	assumptions	assumption	NOUN
cord-354627-y07w2f43	28	9	.	.	PUNCT
cord-354627-y07w2f43	29	1	it	it	PRON
cord-354627-y07w2f43	29	2	is	be	AUX
cord-354627-y07w2f43	29	3	assumed	assume	VERB
cord-354627-y07w2f43	29	4	that	that	SCONJ
cord-354627-y07w2f43	29	5	the	the	DET
cord-354627-y07w2f43	29	6	class	class	NOUN
cord-354627-y07w2f43	29	7	i	i	PRON
cord-354627-y07w2f43	29	8	transmits	transmit	VERB
cord-354627-y07w2f43	29	9	the	the	DET
cord-354627-y07w2f43	29	10	infection	infection	NOUN
cord-354627-y07w2f43	29	11	to	to	ADP
cord-354627-y07w2f43	29	12	class	class	NOUN
cord-354627-y07w2f43	29	13	s	s	NOUN
cord-354627-y07w2f43	29	14	where	where	SCONJ
cord-354627-y07w2f43	29	15	the	the	DET
cord-354627-y07w2f43	29	16	number	number	NOUN
cord-354627-y07w2f43	29	17	of	of	ADP
cord-354627-y07w2f43	29	18	probable	probable	ADJ
cord-354627-y07w2f43	29	19	transmissions	transmission	NOUN
cord-354627-y07w2f43	29	20	is	be	AUX
cord-354627-y07w2f43	29	21	proportional	proportional	ADJ
cord-354627-y07w2f43	29	22	to	to	ADP
cord-354627-y07w2f43	29	23	the	the	DET
cord-354627-y07w2f43	29	24	total	total	ADJ
cord-354627-y07w2f43	29	25	number	number	NOUN
cord-354627-y07w2f43	29	26	of	of	ADP
cord-354627-y07w2f43	29	27	contacts	contact	NOUN
cord-354627-y07w2f43	29	28	computed	compute	VERB
cord-354627-y07w2f43	29	29	using	use	VERB
cord-354627-y07w2f43	29	30	basic	basic	ADJ
cord-354627-y07w2f43	29	31	differential	differential	ADJ
cord-354627-y07w2f43	29	32	equations	equation	NOUN
cord-354627-y07w2f43	29	33	as	as	SCONJ
cord-354627-y07w2f43	29	34	follows	follow	VERB
cord-354627-y07w2f43	29	35	[	[	X
cord-354627-y07w2f43	29	36	12	12	NUM
cord-354627-y07w2f43	29	37	]	]	PUNCT
cord-354627-y07w2f43	29	38	[	[	X
cord-354627-y07w2f43	29	39	13	13	NUM
cord-354627-y07w2f43	29	40	]	]	PUNCT
cord-354627-y07w2f43	29	41	[	[	X
cord-354627-y07w2f43	29	42	14	14	NUM
cord-354627-y07w2f43	29	43	]	]	PUNCT
cord-354627-y07w2f43	29	44	.	.	PUNCT
cord-354627-y07w2f43	30	1	=	=	PROPN
cord-354627-y07w2f43	30	2	−	−	NOUN
cord-354627-y07w2f43	30	3	(	(	PUNCT
cord-354627-y07w2f43	30	4	1	1	NUM
cord-354627-y07w2f43	30	5	)	)	PUNCT
cord-354627-y07w2f43	30	6	where	where	SCONJ
cord-354627-y07w2f43	30	7	,	,	PUNCT
cord-354627-y07w2f43	30	8	,	,	PUNCT
cord-354627-y07w2f43	30	9	and	and	CCONJ
cord-354627-y07w2f43	30	10	represent	represent	VERB
cord-354627-y07w2f43	30	11	the	the	DET
cord-354627-y07w2f43	30	12	infected	infected	ADJ
cord-354627-y07w2f43	30	13	population	population	NOUN
cord-354627-y07w2f43	30	14	,	,	PUNCT
cord-354627-y07w2f43	30	15	the	the	DET
cord-354627-y07w2f43	30	16	susceptible	susceptible	ADJ
cord-354627-y07w2f43	30	17	population	population	NOUN
cord-354627-y07w2f43	30	18	,	,	PUNCT
cord-354627-y07w2f43	30	19	and	and	CCONJ
cord-354627-y07w2f43	30	20	the	the	DET
cord-354627-y07w2f43	30	21	daily	daily	ADJ
cord-354627-y07w2f43	30	22	reproduction	reproduction	NOUN
cord-354627-y07w2f43	30	23	rate	rate	NOUN
cord-354627-y07w2f43	30	24	,	,	PUNCT
cord-354627-y07w2f43	30	25	respectively	respectively	ADV
cord-354627-y07w2f43	30	26	.	.	PUNCT
cord-354627-y07w2f43	31	1	the	the	DET
cord-354627-y07w2f43	31	2	value	value	NOUN
cord-354627-y07w2f43	31	3	of	of	ADP
cord-354627-y07w2f43	31	4	in	in	ADP
cord-354627-y07w2f43	31	5	the	the	DET
cord-354627-y07w2f43	31	6	time	time	NOUN
cord-354627-y07w2f43	31	7	-	-	PUNCT
cord-354627-y07w2f43	31	8	series	series	NOUN
cord-354627-y07w2f43	31	9	produced	produce	VERB
cord-354627-y07w2f43	31	10	by	by	ADP
cord-354627-y07w2f43	31	11	the	the	DET
cord-354627-y07w2f43	31	12	differential	differential	ADJ
cord-354627-y07w2f43	31	13	equation	equation	NOUN
cord-354627-y07w2f43	31	14	gradually	gradually	ADV
cord-354627-y07w2f43	31	15	declines	decline	VERB
cord-354627-y07w2f43	31	16	.	.	PUNCT
cord-354627-y07w2f43	32	1	at	at	ADP
cord-354627-y07w2f43	32	2	the	the	DET
cord-354627-y07w2f43	32	3	early	early	ADJ
cord-354627-y07w2f43	32	4	stage	stage	NOUN
cord-354627-y07w2f43	32	5	of	of	ADP
cord-354627-y07w2f43	32	6	the	the	DET
cord-354627-y07w2f43	32	7	outbreak	outbreak	NOUN
cord-354627-y07w2f43	32	8	,	,	PUNCT
cord-354627-y07w2f43	32	9	it	it	PRON
cord-354627-y07w2f43	32	10	is	be	AUX
cord-354627-y07w2f43	32	11	assumed	assume	VERB
cord-354627-y07w2f43	32	12	that	that	SCONJ
cord-354627-y07w2f43	32	13	≈	≈	PROPN
cord-354627-y07w2f43	32	14	1	1	NUM
cord-354627-y07w2f43	32	15	where	where	SCONJ
cord-354627-y07w2f43	32	16	becomes	become	VERB
cord-354627-y07w2f43	32	17	linear	linear	ADJ
cord-354627-y07w2f43	32	18	.	.	PUNCT
cord-354627-y07w2f43	33	1	eventually	eventually	ADV
cord-354627-y07w2f43	33	2	the	the	DET
cord-354627-y07w2f43	33	3	class	class	NOUN
cord-354627-y07w2f43	33	4	i	i	PRON
cord-354627-y07w2f43	33	5	can	can	AUX
cord-354627-y07w2f43	33	6	be	be	AUX
cord-354627-y07w2f43	33	7	stated	state	VERB
cord-354627-y07w2f43	33	8	as	as	SCONJ
cord-354627-y07w2f43	33	9	follows	follow	NOUN
cord-354627-y07w2f43	33	10	.	.	PUNCT
cord-354627-y07w2f43	34	1	=	=	NOUN
cord-354627-y07w2f43	34	2	−	−	NOUN
cord-354627-y07w2f43	34	3	,	,	PUNCT
cord-354627-y07w2f43	34	4	=	=	NOUN
cord-354627-y07w2f43	34	5	(	(	PUNCT
cord-354627-y07w2f43	34	6	2	2	NUM
cord-354627-y07w2f43	34	7	)	)	PUNCT
cord-354627-y07w2f43	34	8	where	where	SCONJ
cord-354627-y07w2f43	34	9	regulates	regulate	VERB
cord-354627-y07w2f43	34	10	the	the	DET
cord-354627-y07w2f43	34	11	daily	daily	ADJ
cord-354627-y07w2f43	34	12	rate	rate	NOUN
cord-354627-y07w2f43	34	13	of	of	ADP
cord-354627-y07w2f43	34	14	spread	spread	NOUN
cord-354627-y07w2f43	34	15	.	.	PUNCT
cord-354627-y07w2f43	35	1	furthermore	furthermore	ADV
cord-354627-y07w2f43	35	2	,	,	PUNCT
cord-354627-y07w2f43	35	3	the	the	DET
cord-354627-y07w2f43	35	4	individuals	individual	NOUN
cord-354627-y07w2f43	35	5	excluded	exclude	VERB
cord-354627-y07w2f43	35	6	from	from	ADP
cord-354627-y07w2f43	35	7	the	the	DET
cord-354627-y07w2f43	35	8	model	model	NOUN
cord-354627-y07w2f43	35	9	is	be	AUX
cord-354627-y07w2f43	35	10	computed	compute	VERB
cord-354627-y07w2f43	35	11	as	as	SCONJ
cord-354627-y07w2f43	35	12	follows	follow	VERB
cord-354627-y07w2f43	35	13	.	.	PUNCT
cord-354627-y07w2f43	36	1	considering	consider	VERB
cord-354627-y07w2f43	36	2	the	the	DET
cord-354627-y07w2f43	36	3	above	above	ADJ
cord-354627-y07w2f43	36	4	assumption	assumption	NOUN
cord-354627-y07w2f43	36	5	,	,	PUNCT
cord-354627-y07w2f43	36	6	the	the	DET
cord-354627-y07w2f43	36	7	outbreak	outbreak	NOUN
cord-354627-y07w2f43	36	8	modeling	modeling	NOUN
cord-354627-y07w2f43	36	9	with	with	ADP
cord-354627-y07w2f43	36	10	sir	sir	PROPN
cord-354627-y07w2f43	36	11	is	be	AUX
cord-354627-y07w2f43	36	12	finally	finally	ADV
cord-354627-y07w2f43	36	13	computed	compute	VERB
cord-354627-y07w2f43	36	14	as	as	SCONJ
cord-354627-y07w2f43	36	15	follows	follow	VERB
cord-354627-y07w2f43	36	16	:	:	PUNCT
cord-354627-y07w2f43	36	17	furthermore	furthermore	ADV
cord-354627-y07w2f43	36	18	,	,	PUNCT
cord-354627-y07w2f43	36	19	to	to	PART
cord-354627-y07w2f43	36	20	evaluate	evaluate	VERB
cord-354627-y07w2f43	36	21	the	the	DET
cord-354627-y07w2f43	36	22	performance	performance	NOUN
cord-354627-y07w2f43	36	23	of	of	ADP
cord-354627-y07w2f43	36	24	the	the	DET
cord-354627-y07w2f43	36	25	sir	sir	PROPN
cord-354627-y07w2f43	36	26	-	-	PUNCT
cord-354627-y07w2f43	36	27	based	base	VERB
cord-354627-y07w2f43	36	28	models	model	NOUN
cord-354627-y07w2f43	36	29	,	,	PUNCT
cord-354627-y07w2f43	36	30	the	the	DET
cord-354627-y07w2f43	36	31	median	median	ADJ
cord-354627-y07w2f43	36	32	success	success	NOUN
cord-354627-y07w2f43	36	33	of	of	ADP
cord-354627-y07w2f43	36	34	the	the	DET
cord-354627-y07w2f43	36	35	outbreak	outbreak	NOUN
cord-354627-y07w2f43	36	36	prediction	prediction	NOUN
cord-354627-y07w2f43	36	37	is	be	AUX
cord-354627-y07w2f43	36	38	used	use	VERB
cord-354627-y07w2f43	36	39	which	which	PRON
cord-354627-y07w2f43	36	40	is	be	AUX
cord-354627-y07w2f43	36	41	calculated	calculate	VERB
cord-354627-y07w2f43	36	42	as	as	SCONJ
cord-354627-y07w2f43	36	43	follows	follow	VERB
cord-354627-y07w2f43	36	44	:	:	PUNCT
cord-354627-y07w2f43	36	45	(	(	PUNCT
cord-354627-y07w2f43	36	46	4	4	X
cord-354627-y07w2f43	36	47	)	)	PUNCT
cord-354627-y07w2f43	36	48	several	several	ADJ
cord-354627-y07w2f43	36	49	analytical	analytical	ADJ
cord-354627-y07w2f43	36	50	solutions	solution	NOUN
cord-354627-y07w2f43	36	51	to	to	ADP
cord-354627-y07w2f43	36	52	the	the	DET
cord-354627-y07w2f43	36	53	sir	sir	PROPN
cord-354627-y07w2f43	36	54	models	model	NOUN
cord-354627-y07w2f43	36	55	have	have	AUX
cord-354627-y07w2f43	36	56	been	be	AUX
cord-354627-y07w2f43	36	57	provided	provide	VERB
cord-354627-y07w2f43	36	58	in	in	ADP
cord-354627-y07w2f43	36	59	literature	literature	NOUN
cord-354627-y07w2f43	36	60	[	[	PUNCT
cord-354627-y07w2f43	36	61	15	15	NUM
cord-354627-y07w2f43	36	62	,	,	PUNCT
cord-354627-y07w2f43	36	63	16	16	NUM
cord-354627-y07w2f43	36	64	]	]	PUNCT
cord-354627-y07w2f43	36	65	.	.	PUNCT
cord-354627-y07w2f43	37	1	as	as	SCONJ
cord-354627-y07w2f43	37	2	the	the	DET
cord-354627-y07w2f43	37	3	different	different	ADJ
cord-354627-y07w2f43	37	4	nations	nation	NOUN
cord-354627-y07w2f43	37	5	take	take	VERB
cord-354627-y07w2f43	37	6	different	different	ADJ
cord-354627-y07w2f43	37	7	actions	action	NOUN
cord-354627-y07w2f43	37	8	toward	toward	ADP
cord-354627-y07w2f43	37	9	slowing	slow	VERB
cord-354627-y07w2f43	37	10	down	down	ADP
cord-354627-y07w2f43	37	11	the	the	DET
cord-354627-y07w2f43	37	12	outbreak	outbreak	NOUN
cord-354627-y07w2f43	37	13	,	,	PUNCT
cord-354627-y07w2f43	37	14	the	the	DET
cord-354627-y07w2f43	37	15	sir	sir	PROPN
cord-354627-y07w2f43	37	16	-	-	PUNCT
cord-354627-y07w2f43	37	17	based	base	VERB
cord-354627-y07w2f43	37	18	model	model	NOUN
cord-354627-y07w2f43	37	19	must	must	AUX
cord-354627-y07w2f43	37	20	be	be	AUX
cord-354627-y07w2f43	37	21	adopted	adopt	VERB
cord-354627-y07w2f43	37	22	according	accord	VERB
cord-354627-y07w2f43	37	23	to	to	ADP
cord-354627-y07w2f43	37	24	the	the	DET
cord-354627-y07w2f43	37	25	local	local	ADJ
cord-354627-y07w2f43	37	26	assumptions	assumption	NOUN
cord-354627-y07w2f43	37	27	[	[	X
cord-354627-y07w2f43	37	28	17	17	NUM
cord-354627-y07w2f43	37	29	]	]	PUNCT
cord-354627-y07w2f43	37	30	.	.	PUNCT
cord-354627-y07w2f43	38	1	inaccuracy	inaccuracy	NOUN
cord-354627-y07w2f43	38	2	of	of	ADP
cord-354627-y07w2f43	38	3	many	many	ADJ
cord-354627-y07w2f43	38	4	sir	sir	NOUN
cord-354627-y07w2f43	38	5	-	-	PUNCT
cord-354627-y07w2f43	38	6	based	base	VERB
cord-354627-y07w2f43	38	7	models	model	NOUN
cord-354627-y07w2f43	38	8	in	in	ADP
cord-354627-y07w2f43	38	9	predicting	predict	VERB
cord-354627-y07w2f43	38	10	the	the	DET
cord-354627-y07w2f43	38	11	outbreak	outbreak	NOUN
cord-354627-y07w2f43	38	12	and	and	CCONJ
cord-354627-y07w2f43	38	13	mortality	mortality	NOUN
cord-354627-y07w2f43	38	14	rate	rate	NOUN
cord-354627-y07w2f43	38	15	have	have	AUX
cord-354627-y07w2f43	38	16	been	be	AUX
cord-354627-y07w2f43	38	17	evidenced	evidence	VERB
cord-354627-y07w2f43	38	18	during	during	ADP
cord-354627-y07w2f43	38	19	the	the	DET
cord-354627-y07w2f43	38	20	covid-19	covid-19	PROPN
cord-354627-y07w2f43	38	21	in	in	ADP
cord-354627-y07w2f43	38	22	many	many	ADJ
cord-354627-y07w2f43	38	23	nations	nation	NOUN
cord-354627-y07w2f43	38	24	.	.	PUNCT
cord-354627-y07w2f43	39	1	the	the	DET
cord-354627-y07w2f43	39	2	key	key	ADJ
cord-354627-y07w2f43	39	3	success	success	NOUN
cord-354627-y07w2f43	39	4	of	of	ADP
cord-354627-y07w2f43	39	5	an	an	DET
cord-354627-y07w2f43	39	6	sir	sir	PROPN
cord-354627-y07w2f43	39	7	-	-	PUNCT
cord-354627-y07w2f43	39	8	based	base	VERB
cord-354627-y07w2f43	39	9	model	model	NOUN
cord-354627-y07w2f43	39	10	relies	rely	VERB
cord-354627-y07w2f43	39	11	on	on	ADP
cord-354627-y07w2f43	39	12	choosing	choose	VERB
cord-354627-y07w2f43	39	13	the	the	DET
cord-354627-y07w2f43	39	14	right	right	ADJ
cord-354627-y07w2f43	39	15	model	model	NOUN
cord-354627-y07w2f43	39	16	according	accord	VERB
cord-354627-y07w2f43	39	17	to	to	ADP
cord-354627-y07w2f43	39	18	the	the	DET
cord-354627-y07w2f43	39	19	context	context	NOUN
cord-354627-y07w2f43	39	20	and	and	CCONJ
cord-354627-y07w2f43	39	21	the	the	DET
cord-354627-y07w2f43	39	22	relevant	relevant	ADJ
cord-354627-y07w2f43	39	23	assumptions	assumption	NOUN
cord-354627-y07w2f43	39	24	.	.	PUNCT
cord-354627-y07w2f43	40	1	sis	sis	PROPN
cord-354627-y07w2f43	40	2	,	,	PUNCT
cord-354627-y07w2f43	40	3	sird	sird	PROPN
cord-354627-y07w2f43	40	4	,	,	PUNCT
cord-354627-y07w2f43	40	5	msir	msir	PROPN
cord-354627-y07w2f43	40	6	,	,	PUNCT
cord-354627-y07w2f43	40	7	seir	seir	NOUN
cord-354627-y07w2f43	40	8	,	,	PUNCT
cord-354627-y07w2f43	40	9	seis	seis	PROPN
cord-354627-y07w2f43	40	10	,	,	PUNCT
cord-354627-y07w2f43	40	11	mseir	mseir	PROPN
cord-354627-y07w2f43	40	12	,	,	PUNCT
cord-354627-y07w2f43	40	13	and	and	CCONJ
cord-354627-y07w2f43	40	14	mseirs	mseir	NOUN
cord-354627-y07w2f43	40	15	models	model	NOUN
cord-354627-y07w2f43	40	16	are	be	AUX
cord-354627-y07w2f43	40	17	among	among	ADP
cord-354627-y07w2f43	40	18	the	the	DET
cord-354627-y07w2f43	40	19	popular	popular	ADJ
cord-354627-y07w2f43	40	20	models	model	NOUN
cord-354627-y07w2f43	40	21	used	use	VERB
cord-354627-y07w2f43	40	22	for	for	ADP
cord-354627-y07w2f43	40	23	predicting	predict	VERB
cord-354627-y07w2f43	40	24	covid-19	covid-19	PROPN
cord-354627-y07w2f43	40	25	outbreaks	outbreak	NOUN
cord-354627-y07w2f43	40	26	worldwide	worldwide	ADV
cord-354627-y07w2f43	40	27	.	.	PUNCT
cord-354627-y07w2f43	41	1	the	the	DET
cord-354627-y07w2f43	41	2	more	more	ADV
cord-354627-y07w2f43	41	3	advanced	advanced	ADJ
cord-354627-y07w2f43	41	4	variation	variation	NOUN
cord-354627-y07w2f43	41	5	of	of	ADP
cord-354627-y07w2f43	41	6	sir	sir	PROPN
cord-354627-y07w2f43	41	7	-	-	PUNCT
cord-354627-y07w2f43	41	8	d	d	PROPN
cord-354627-y07w2f43	41	9	models	model	NOUN
cord-354627-y07w2f43	41	10	carefully	carefully	ADV
cord-354627-y07w2f43	41	11	considers	consider	VERB
cord-354627-y07w2f43	41	12	the	the	DET
cord-354627-y07w2f43	41	13	vital	vital	ADJ
cord-354627-y07w2f43	41	14	dynamics	dynamic	NOUN
cord-354627-y07w2f43	41	15	and	and	CCONJ
cord-354627-y07w2f43	41	16	constant	constant	ADJ
cord-354627-y07w2f43	41	17	population	population	NOUN
cord-354627-y07w2f43	41	18	[	[	PUNCT
cord-354627-y07w2f43	41	19	16	16	NUM
cord-354627-y07w2f43	41	20	]	]	PUNCT
cord-354627-y07w2f43	41	21	.	.	PUNCT
cord-354627-y07w2f43	42	1	for	for	ADP
cord-354627-y07w2f43	42	2	instance	instance	NOUN
cord-354627-y07w2f43	42	3	,	,	PUNCT
cord-354627-y07w2f43	42	4	at	at	ADP
cord-354627-y07w2f43	42	5	the	the	DET
cord-354627-y07w2f43	42	6	presence	presence	NOUN
cord-354627-y07w2f43	42	7	of	of	ADP
cord-354627-y07w2f43	42	8	the	the	DET
cord-354627-y07w2f43	42	9	long	long	ADV
cord-354627-y07w2f43	42	10	-	-	PUNCT
cord-354627-y07w2f43	42	11	lasting	last	VERB
cord-354627-y07w2f43	42	12	immunity	immunity	NOUN
cord-354627-y07w2f43	42	13	assumption	assumption	NOUN
cord-354627-y07w2f43	42	14	when	when	SCONJ
cord-354627-y07w2f43	42	15	the	the	DET
cord-354627-y07w2f43	42	16	immunity	immunity	NOUN
cord-354627-y07w2f43	42	17	is	be	AUX
cord-354627-y07w2f43	42	18	not	not	PART
cord-354627-y07w2f43	42	19	realized	realize	VERB
cord-354627-y07w2f43	42	20	upon	upon	SCONJ
cord-354627-y07w2f43	42	21	recovery	recovery	NOUN
cord-354627-y07w2f43	42	22	from	from	ADP
cord-354627-y07w2f43	42	23	infection	infection	NOUN
cord-354627-y07w2f43	42	24	,	,	PUNCT
cord-354627-y07w2f43	42	25	the	the	DET
cord-354627-y07w2f43	42	26	susceptible	susceptible	ADJ
cord-354627-y07w2f43	42	27	-	-	PUNCT
cord-354627-y07w2f43	42	28	infectious	infectious	ADJ
cord-354627-y07w2f43	42	29	-	-	PUNCT
cord-354627-y07w2f43	42	30	susceptible	susceptible	ADJ
cord-354627-y07w2f43	42	31	(	(	PUNCT
cord-354627-y07w2f43	42	32	sis	sis	NOUN
cord-354627-y07w2f43	42	33	)	)	PUNCT
cord-354627-y07w2f43	42	34	model	model	NOUN
cord-354627-y07w2f43	42	35	was	be	AUX
cord-354627-y07w2f43	42	36	suggested	suggest	VERB
cord-354627-y07w2f43	42	37	[	[	X
cord-354627-y07w2f43	42	38	18	18	NUM
cord-354627-y07w2f43	42	39	]	]	PUNCT
cord-354627-y07w2f43	42	40	.	.	PUNCT
cord-354627-y07w2f43	43	1	in	in	ADP
cord-354627-y07w2f43	43	2	contrast	contrast	NOUN
cord-354627-y07w2f43	43	3	,	,	PUNCT
cord-354627-y07w2f43	43	4	the	the	DET
cord-354627-y07w2f43	43	5	susceptible	susceptible	ADJ
cord-354627-y07w2f43	43	6	-	-	PUNCT
cord-354627-y07w2f43	43	7	infected	infect	VERB
cord-354627-y07w2f43	43	8	-	-	PUNCT
cord-354627-y07w2f43	43	9	recovered	recover	VERB
cord-354627-y07w2f43	43	10	-	-	PUNCT
cord-354627-y07w2f43	43	11	deceased	decease	VERB
cord-354627-y07w2f43	43	12	-	-	PUNCT
cord-354627-y07w2f43	43	13	model	model	NOUN
cord-354627-y07w2f43	43	14	(	(	PUNCT
cord-354627-y07w2f43	43	15	sird	sird	PROPN
cord-354627-y07w2f43	43	16	)	)	PUNCT
cord-354627-y07w2f43	43	17	is	be	AUX
cord-354627-y07w2f43	43	18	used	use	VERB
cord-354627-y07w2f43	43	19	when	when	SCONJ
cord-354627-y07w2f43	43	20	immunity	immunity	NOUN
cord-354627-y07w2f43	43	21	is	be	AUX
cord-354627-y07w2f43	43	22	assumed	assume	VERB
cord-354627-y07w2f43	43	23	[	[	X
cord-354627-y07w2f43	43	24	19	19	NUM
cord-354627-y07w2f43	43	25	]	]	PUNCT
cord-354627-y07w2f43	43	26	.	.	PUNCT
cord-354627-y07w2f43	44	1	in	in	ADP
cord-354627-y07w2f43	44	2	the	the	DET
cord-354627-y07w2f43	44	3	case	case	NOUN
cord-354627-y07w2f43	44	4	of	of	ADP
cord-354627-y07w2f43	44	5	covid-19	covid-19	PROPN
cord-354627-y07w2f43	44	6	different	different	ADJ
cord-354627-y07w2f43	44	7	nations	nation	NOUN
cord-354627-y07w2f43	44	8	took	take	VERB
cord-354627-y07w2f43	44	9	different	different	ADJ
cord-354627-y07w2f43	44	10	approaches	approach	NOUN
cord-354627-y07w2f43	44	11	in	in	ADP
cord-354627-y07w2f43	44	12	this	this	DET
cord-354627-y07w2f43	44	13	regard	regard	NOUN
cord-354627-y07w2f43	44	14	.	.	PUNCT
cord-354627-y07w2f43	45	1	seir	seir	NOUN
cord-354627-y07w2f43	45	2	models	model	NOUN
cord-354627-y07w2f43	45	3	have	have	AUX
cord-354627-y07w2f43	45	4	been	be	AUX
cord-354627-y07w2f43	45	5	reported	report	VERB
cord-354627-y07w2f43	45	6	among	among	ADP
cord-354627-y07w2f43	45	7	the	the	DET
cord-354627-y07w2f43	45	8	most	most	ADV
cord-354627-y07w2f43	45	9	popular	popular	ADJ
cord-354627-y07w2f43	45	10	tools	tool	NOUN
cord-354627-y07w2f43	45	11	to	to	PART
cord-354627-y07w2f43	45	12	predict	predict	VERB
cord-354627-y07w2f43	45	13	the	the	DET
cord-354627-y07w2f43	45	14	outbreak	outbreak	NOUN
cord-354627-y07w2f43	45	15	.	.	PUNCT
cord-354627-y07w2f43	46	1	seir	seir	NOUN
cord-354627-y07w2f43	46	2	models	model	NOUN
cord-354627-y07w2f43	46	3	through	through	ADP
cord-354627-y07w2f43	46	4	considering	consider	VERB
cord-354627-y07w2f43	46	5	the	the	DET
cord-354627-y07w2f43	46	6	significant	significant	ADJ
cord-354627-y07w2f43	46	7	incubation	incubation	NOUN
cord-354627-y07w2f43	46	8	period	period	NOUN
cord-354627-y07w2f43	46	9	of	of	ADP
cord-354627-y07w2f43	46	10	an	an	DET
cord-354627-y07w2f43	46	11	infected	infect	VERB
cord-354627-y07w2f43	46	12	person	person	NOUN
cord-354627-y07w2f43	46	13	reported	report	VERB
cord-354627-y07w2f43	46	14	to	to	PART
cord-354627-y07w2f43	46	15	present	present	VERB
cord-354627-y07w2f43	46	16	relatively	relatively	ADV
cord-354627-y07w2f43	46	17	more	more	ADV
cord-354627-y07w2f43	46	18	accurate	accurate	ADJ
cord-354627-y07w2f43	46	19	predictions	prediction	NOUN
cord-354627-y07w2f43	46	20	.	.	PUNCT
cord-354627-y07w2f43	47	1	in	in	ADP
cord-354627-y07w2f43	47	2	the	the	DET
cord-354627-y07w2f43	47	3	case	case	NOUN
cord-354627-y07w2f43	47	4	of	of	ADP
cord-354627-y07w2f43	47	5	varicella	varicella	NOUN
cord-354627-y07w2f43	47	6	and	and	CCONJ
cord-354627-y07w2f43	47	7	zika	zika	NOUN
cord-354627-y07w2f43	47	8	outbreaks	outbreak	NOUN
cord-354627-y07w2f43	47	9	the	the	DET
cord-354627-y07w2f43	47	10	seir	seir	NOUN
cord-354627-y07w2f43	47	11	models	model	NOUN
cord-354627-y07w2f43	47	12	showed	show	VERB
cord-354627-y07w2f43	47	13	increased	increase	VERB
cord-354627-y07w2f43	47	14	model	model	NOUN
cord-354627-y07w2f43	47	15	accuracy	accuracy	NOUN
cord-354627-y07w2f43	47	16	[	[	PUNCT
cord-354627-y07w2f43	47	17	20	20	NUM
cord-354627-y07w2f43	47	18	,	,	PUNCT
cord-354627-y07w2f43	47	19	21	21	NUM
cord-354627-y07w2f43	47	20	]	]	PUNCT
cord-354627-y07w2f43	47	21	.	.	PUNCT
cord-354627-y07w2f43	48	1	seir	seir	NOUN
cord-354627-y07w2f43	48	2	models	model	NOUN
cord-354627-y07w2f43	48	3	assume	assume	VERB
cord-354627-y07w2f43	48	4	that	that	SCONJ
cord-354627-y07w2f43	48	5	the	the	DET
cord-354627-y07w2f43	48	6	incubation	incubation	NOUN
cord-354627-y07w2f43	48	7	period	period	NOUN
cord-354627-y07w2f43	48	8	is	be	AUX
cord-354627-y07w2f43	48	9	a	a	DET
cord-354627-y07w2f43	48	10	random	random	ADJ
cord-354627-y07w2f43	48	11	variable	variable	NOUN
cord-354627-y07w2f43	48	12	and	and	CCONJ
cord-354627-y07w2f43	48	13	similarly	similarly	ADV
cord-354627-y07w2f43	48	14	to	to	ADP
cord-354627-y07w2f43	48	15	the	the	DET
cord-354627-y07w2f43	48	16	sir	sir	PROPN
cord-354627-y07w2f43	48	17	model	model	NOUN
cord-354627-y07w2f43	48	18	,	,	PUNCT
cord-354627-y07w2f43	48	19	there	there	PRON
cord-354627-y07w2f43	48	20	is	be	VERB
cord-354627-y07w2f43	48	21	a	a	DET
cord-354627-y07w2f43	48	22	disease	disease	NOUN
cord-354627-y07w2f43	48	23	-	-	PUNCT
cord-354627-y07w2f43	48	24	free	free	ADJ
cord-354627-y07w2f43	48	25	-	-	PUNCT
cord-354627-y07w2f43	48	26	equilibrium	equilibrium	NOUN
cord-354627-y07w2f43	48	27	[	[	PUNCT
cord-354627-y07w2f43	48	28	22	22	NUM
cord-354627-y07w2f43	48	29	,	,	PUNCT
cord-354627-y07w2f43	48	30	23	23	NUM
cord-354627-y07w2f43	48	31	]	]	PUNCT
cord-354627-y07w2f43	48	32	.	.	PUNCT
cord-354627-y07w2f43	49	1	it	it	PRON
cord-354627-y07w2f43	49	2	should	should	AUX
cord-354627-y07w2f43	49	3	be	be	AUX
cord-354627-y07w2f43	49	4	noted	note	VERB
cord-354627-y07w2f43	49	5	,	,	PUNCT
cord-354627-y07w2f43	49	6	however	however	ADV
cord-354627-y07w2f43	49	7	,	,	PUNCT
cord-354627-y07w2f43	49	8	that	that	SCONJ
cord-354627-y07w2f43	49	9	seir	seir	NOUN
cord-354627-y07w2f43	49	10	models	model	NOUN
cord-354627-y07w2f43	49	11	can	can	AUX
cord-354627-y07w2f43	49	12	not	not	PART
cord-354627-y07w2f43	49	13	fit	fit	VERB
cord-354627-y07w2f43	49	14	well	well	ADV
cord-354627-y07w2f43	49	15	where	where	SCONJ
cord-354627-y07w2f43	49	16	the	the	DET
cord-354627-y07w2f43	49	17	contact	contact	NOUN
cord-354627-y07w2f43	49	18	network	network	NOUN
cord-354627-y07w2f43	49	19	are	be	AUX
cord-354627-y07w2f43	49	20	non	non	ADJ
cord-354627-y07w2f43	49	21	-	-	ADJ
cord-354627-y07w2f43	49	22	stationary	stationary	ADJ
cord-354627-y07w2f43	49	23	through	through	ADP
cord-354627-y07w2f43	49	24	time	time	NOUN
cord-354627-y07w2f43	49	25	[	[	X
cord-354627-y07w2f43	49	26	24	24	NUM
cord-354627-y07w2f43	49	27	]	]	PUNCT
cord-354627-y07w2f43	49	28	.	.	PUNCT
cord-354627-y07w2f43	50	1	social	social	ADJ
cord-354627-y07w2f43	50	2	mixing	mixing	NOUN
cord-354627-y07w2f43	50	3	as	as	ADP
cord-354627-y07w2f43	50	4	key	key	ADJ
cord-354627-y07w2f43	50	5	factor	factor	NOUN
cord-354627-y07w2f43	50	6	of	of	ADP
cord-354627-y07w2f43	50	7	non	non	ADJ
cord-354627-y07w2f43	50	8	-	-	ADJ
cord-354627-y07w2f43	50	9	stationarity	stationarity	ADJ
cord-354627-y07w2f43	50	10	determines	determine	VERB
cord-354627-y07w2f43	50	11	the	the	DET
cord-354627-y07w2f43	50	12	reproductive	reproductive	ADJ
cord-354627-y07w2f43	50	13	number	number	NOUN
cord-354627-y07w2f43	50	14	0	0	NUM
cord-354627-y07w2f43	50	15	which	which	PRON
cord-354627-y07w2f43	50	16	is	be	AUX
cord-354627-y07w2f43	50	17	the	the	DET
cord-354627-y07w2f43	50	18	number	number	NOUN
cord-354627-y07w2f43	50	19	of	of	ADP
cord-354627-y07w2f43	50	20	susceptible	susceptible	ADJ
cord-354627-y07w2f43	50	21	individuals	individual	NOUN
cord-354627-y07w2f43	50	22	for	for	ADP
cord-354627-y07w2f43	50	23	infection	infection	NOUN
cord-354627-y07w2f43	50	24	.	.	PUNCT
cord-354627-y07w2f43	51	1	the	the	DET
cord-354627-y07w2f43	51	2	value	value	NOUN
cord-354627-y07w2f43	51	3	of	of	ADP
cord-354627-y07w2f43	51	4	0	0	NUM
cord-354627-y07w2f43	51	5	for	for	ADP
cord-354627-y07w2f43	51	6	covid-19	covid-19	PROPN
cord-354627-y07w2f43	51	7	was	be	AUX
cord-354627-y07w2f43	51	8	estimated	estimate	VERB
cord-354627-y07w2f43	51	9	to	to	PART
cord-354627-y07w2f43	51	10	be	be	AUX
cord-354627-y07w2f43	51	11	4	4	NUM
cord-354627-y07w2f43	51	12	which	which	PRON
cord-354627-y07w2f43	51	13	greatly	greatly	ADV
cord-354627-y07w2f43	51	14	trigged	trig	VERB
cord-354627-y07w2f43	51	15	the	the	DET
cord-354627-y07w2f43	51	16	pandemic	pandemic	NOUN
cord-354627-y07w2f43	51	17	[	[	X
cord-354627-y07w2f43	51	18	1	1	NUM
cord-354627-y07w2f43	51	19	]	]	PUNCT
cord-354627-y07w2f43	51	20	.	.	PUNCT
cord-354627-y07w2f43	52	1	the	the	DET
cord-354627-y07w2f43	52	2	lockdown	lockdown	NOUN
cord-354627-y07w2f43	52	3	measures	measure	NOUN
cord-354627-y07w2f43	52	4	aimed	aim	VERB
cord-354627-y07w2f43	52	5	at	at	ADP
cord-354627-y07w2f43	52	6	reducing	reduce	VERB
cord-354627-y07w2f43	52	7	the	the	DET
cord-354627-y07w2f43	52	8	0	0	NUM
cord-354627-y07w2f43	52	9	value	value	NOUN
cord-354627-y07w2f43	52	10	down	down	ADP
cord-354627-y07w2f43	52	11	to	to	ADP
cord-354627-y07w2f43	52	12	1	1	NUM
cord-354627-y07w2f43	52	13	.	.	PUNCT
cord-354627-y07w2f43	53	1	nevertheless	nevertheless	ADV
cord-354627-y07w2f43	53	2	,	,	PUNCT
cord-354627-y07w2f43	53	3	the	the	DET
cord-354627-y07w2f43	53	4	seir	seir	NOUN
cord-354627-y07w2f43	53	5	models	model	NOUN
cord-354627-y07w2f43	53	6	are	be	AUX
cord-354627-y07w2f43	53	7	reported	report	VERB
cord-354627-y07w2f43	53	8	to	to	PART
cord-354627-y07w2f43	53	9	be	be	AUX
cord-354627-y07w2f43	53	10	difficult	difficult	ADJ
cord-354627-y07w2f43	53	11	to	to	PART
cord-354627-y07w2f43	53	12	fit	fit	VERB
cord-354627-y07w2f43	53	13	in	in	ADP
cord-354627-y07w2f43	53	14	the	the	DET
cord-354627-y07w2f43	53	15	case	case	NOUN
cord-354627-y07w2f43	53	16	of	of	ADP
cord-354627-y07w2f43	53	17	covid-19	covid-19	PROPN
cord-354627-y07w2f43	53	18	due	due	ADP
cord-354627-y07w2f43	53	19	to	to	ADP
cord-354627-y07w2f43	53	20	the	the	DET
cord-354627-y07w2f43	53	21	non	non	ADJ
cord-354627-y07w2f43	53	22	-	-	NOUN
cord-354627-y07w2f43	53	23	stationarity	stationarity	NOUN
cord-354627-y07w2f43	53	24	of	of	ADP
cord-354627-y07w2f43	53	25	mixing	mixing	NOUN
cord-354627-y07w2f43	53	26	,	,	PUNCT
cord-354627-y07w2f43	53	27	caused	cause	VERB
cord-354627-y07w2f43	53	28	by	by	ADP
cord-354627-y07w2f43	53	29	nudging	nudge	VERB
cord-354627-y07w2f43	53	30	intervention	intervention	NOUN
cord-354627-y07w2f43	53	31	measures	measure	NOUN
cord-354627-y07w2f43	53	32	.	.	PUNCT
cord-354627-y07w2f43	54	1	therefore	therefore	ADV
cord-354627-y07w2f43	54	2	,	,	PUNCT
cord-354627-y07w2f43	54	3	to	to	PART
cord-354627-y07w2f43	54	4	develop	develop	VERB
cord-354627-y07w2f43	54	5	accurate	accurate	ADJ
cord-354627-y07w2f43	54	6	sir	sir	NOUN
cord-354627-y07w2f43	54	7	-	-	PUNCT
cord-354627-y07w2f43	54	8	based	base	VERB
cord-354627-y07w2f43	54	9	models	model	NOUN
cord-354627-y07w2f43	54	10	an	an	DET
cord-354627-y07w2f43	54	11	in	in	ADP
cord-354627-y07w2f43	54	12	-	-	PUNCT
cord-354627-y07w2f43	54	13	depth	depth	NOUN
cord-354627-y07w2f43	54	14	information	information	NOUN
cord-354627-y07w2f43	54	15	about	about	ADP
cord-354627-y07w2f43	54	16	the	the	DET
cord-354627-y07w2f43	54	17	social	social	ADJ
cord-354627-y07w2f43	54	18	movement	movement	NOUN
cord-354627-y07w2f43	54	19	and	and	CCONJ
cord-354627-y07w2f43	54	20	the	the	DET
cord-354627-y07w2f43	54	21	quality	quality	NOUN
cord-354627-y07w2f43	54	22	of	of	ADP
cord-354627-y07w2f43	54	23	lockdown	lockdown	NOUN
cord-354627-y07w2f43	54	24	measures	measure	NOUN
cord-354627-y07w2f43	54	25	would	would	AUX
cord-354627-y07w2f43	54	26	be	be	AUX
cord-354627-y07w2f43	54	27	essential	essential	ADJ
cord-354627-y07w2f43	54	28	.	.	PUNCT
cord-354627-y07w2f43	55	1	other	other	ADJ
cord-354627-y07w2f43	55	2	drawback	drawback	NOUN
cord-354627-y07w2f43	55	3	of	of	ADP
cord-354627-y07w2f43	55	4	sir	sir	NOUN
cord-354627-y07w2f43	55	5	-	-	PUNCT
cord-354627-y07w2f43	55	6	based	base	VERB
cord-354627-y07w2f43	55	7	models	model	NOUN
cord-354627-y07w2f43	55	8	is	be	AUX
cord-354627-y07w2f43	55	9	the	the	DET
cord-354627-y07w2f43	55	10	short	short	ADJ
cord-354627-y07w2f43	55	11	lead	lead	NOUN
cord-354627-y07w2f43	55	12	-	-	PUNCT
cord-354627-y07w2f43	55	13	time	time	NOUN
cord-354627-y07w2f43	55	14	.	.	PUNCT
cord-354627-y07w2f43	56	1	as	as	ADP
cord-354627-y07w2f43	56	2	the	the	DET
cord-354627-y07w2f43	56	3	lead	lead	ADJ
cord-354627-y07w2f43	56	4	-	-	PUNCT
cord-354627-y07w2f43	56	5	time	time	NOUN
cord-354627-y07w2f43	56	6	increases	increase	NOUN
cord-354627-y07w2f43	56	7	,	,	PUNCT
cord-354627-y07w2f43	56	8	the	the	DET
cord-354627-y07w2f43	56	9	accuracy	accuracy	NOUN
cord-354627-y07w2f43	56	10	of	of	ADP
cord-354627-y07w2f43	56	11	the	the	DET
cord-354627-y07w2f43	56	12	model	model	NOUN
cord-354627-y07w2f43	56	13	declines	decline	VERB
cord-354627-y07w2f43	56	14	.	.	PUNCT
cord-354627-y07w2f43	57	1	for	for	ADP
cord-354627-y07w2f43	57	2	instance	instance	NOUN
cord-354627-y07w2f43	57	3	,	,	PUNCT
cord-354627-y07w2f43	57	4	for	for	ADP
cord-354627-y07w2f43	57	5	the	the	DET
cord-354627-y07w2f43	57	6	covid-19	covid-19	PROPN
cord-354627-y07w2f43	57	7	outbreak	outbreak	NOUN
cord-354627-y07w2f43	57	8	in	in	ADP
cord-354627-y07w2f43	57	9	italy	italy	PROPN
cord-354627-y07w2f43	57	10	,	,	PUNCT
cord-354627-y07w2f43	57	11	the	the	DET
cord-354627-y07w2f43	57	12	accuracy	accuracy	NOUN
cord-354627-y07w2f43	57	13	of	of	ADP
cord-354627-y07w2f43	57	14	the	the	DET
cord-354627-y07w2f43	57	15	model	model	NOUN
cord-354627-y07w2f43	57	16	reduces	reduce	VERB
cord-354627-y07w2f43	57	17	from	from	ADP
cord-354627-y07w2f43	57	18	=	=	SYM
cord-354627-y07w2f43	57	19	1	1	NUM
cord-354627-y07w2f43	57	20	for	for	ADP
cord-354627-y07w2f43	57	21	the	the	DET
cord-354627-y07w2f43	57	22	first	first	ADJ
cord-354627-y07w2f43	57	23	five	five	NUM
cord-354627-y07w2f43	57	24	days	day	NOUN
cord-354627-y07w2f43	57	25	to	to	ADP
cord-354627-y07w2f43	57	26	=	=	NOUN
cord-354627-y07w2f43	57	27	0.86	0.86	NUM
cord-354627-y07w2f43	57	28	for	for	ADP
cord-354627-y07w2f43	57	29	day	day	NOUN
cord-354627-y07w2f43	57	30	6	6	NUM
cord-354627-y07w2f43	57	31	[	[	PUNCT
cord-354627-y07w2f43	57	32	17	17	NUM
cord-354627-y07w2f43	57	33	]	]	PUNCT
cord-354627-y07w2f43	57	34	.	.	PUNCT
cord-354627-y07w2f43	58	1	overall	overall	ADV
cord-354627-y07w2f43	58	2	,	,	PUNCT
cord-354627-y07w2f43	58	3	the	the	DET
cord-354627-y07w2f43	58	4	sir	sir	PROPN
cord-354627-y07w2f43	58	5	-	-	PUNCT
cord-354627-y07w2f43	58	6	based	base	VERB
cord-354627-y07w2f43	58	7	models	model	NOUN
cord-354627-y07w2f43	58	8	would	would	AUX
cord-354627-y07w2f43	58	9	be	be	AUX
cord-354627-y07w2f43	58	10	accurate	accurate	ADJ
cord-354627-y07w2f43	58	11	if	if	SCONJ
cord-354627-y07w2f43	58	12	firstly	firstly	ADV
cord-354627-y07w2f43	58	13	the	the	DET
cord-354627-y07w2f43	58	14	status	status	NOUN
cord-354627-y07w2f43	58	15	of	of	ADP
cord-354627-y07w2f43	58	16	social	social	ADJ
cord-354627-y07w2f43	58	17	interactions	interaction	NOUN
cord-354627-y07w2f43	58	18	is	be	AUX
cord-354627-y07w2f43	58	19	stable	stable	ADJ
cord-354627-y07w2f43	58	20	.	.	PUNCT
cord-354627-y07w2f43	59	1	secondly	secondly	ADV
cord-354627-y07w2f43	59	2	,	,	PUNCT
cord-354627-y07w2f43	59	3	the	the	DET
cord-354627-y07w2f43	59	4	class	class	NOUN
cord-354627-y07w2f43	59	5	r	r	NOUN
cord-354627-y07w2f43	59	6	can	can	AUX
cord-354627-y07w2f43	59	7	be	be	AUX
cord-354627-y07w2f43	59	8	computed	compute	VERB
cord-354627-y07w2f43	59	9	precisely	precisely	ADV
cord-354627-y07w2f43	59	10	.	.	PUNCT
cord-354627-y07w2f43	60	1	to	to	PART
cord-354627-y07w2f43	60	2	better	well	ADV
cord-354627-y07w2f43	60	3	estimate	estimate	VERB
cord-354627-y07w2f43	60	4	the	the	DET
cord-354627-y07w2f43	60	5	class	class	NOUN
cord-354627-y07w2f43	60	6	r	r	NOUN
cord-354627-y07w2f43	60	7	,	,	PUNCT
cord-354627-y07w2f43	60	8	several	several	ADJ
cord-354627-y07w2f43	60	9	data	datum	NOUN
cord-354627-y07w2f43	60	10	sources	source	NOUN
cord-354627-y07w2f43	60	11	can	can	AUX
cord-354627-y07w2f43	60	12	be	be	AUX
cord-354627-y07w2f43	60	13	integrated	integrate	VERB
cord-354627-y07w2f43	60	14	with	with	ADP
cord-354627-y07w2f43	60	15	sir	sir	NOUN
cord-354627-y07w2f43	60	16	-	-	PUNCT
cord-354627-y07w2f43	60	17	based	base	VERB
cord-354627-y07w2f43	60	18	models	model	NOUN
cord-354627-y07w2f43	60	19	,	,	PUNCT
cord-354627-y07w2f43	60	20	e.g.	e.g.	ADV
cord-354627-y07w2f43	60	21	,	,	PUNCT
cord-354627-y07w2f43	60	22	social	social	ADJ
cord-354627-y07w2f43	60	23	media	medium	NOUN
cord-354627-y07w2f43	60	24	and	and	CCONJ
cord-354627-y07w2f43	60	25	call	call	VERB
cord-354627-y07w2f43	60	26	data	data	NOUN
cord-354627-y07w2f43	60	27	records	record	NOUN
cord-354627-y07w2f43	60	28	(	(	PUNCT
cord-354627-y07w2f43	60	29	cdr	cdr	NOUN
cord-354627-y07w2f43	60	30	)	)	PUNCT
cord-354627-y07w2f43	60	31	,	,	PUNCT
cord-354627-y07w2f43	60	32	which	which	PRON
cord-354627-y07w2f43	60	33	of	of	ADP
cord-354627-y07w2f43	60	34	course	course	NOUN
cord-354627-y07w2f43	60	35	a	a	DET
cord-354627-y07w2f43	60	36	high	high	ADJ
cord-354627-y07w2f43	60	37	degree	degree	NOUN
cord-354627-y07w2f43	60	38	of	of	ADP
cord-354627-y07w2f43	60	39	uncertainty	uncertainty	NOUN
cord-354627-y07w2f43	60	40	and	and	CCONJ
cord-354627-y07w2f43	60	41	complexity	complexity	NOUN
cord-354627-y07w2f43	60	42	still	still	ADV
cord-354627-y07w2f43	60	43	remains	remain	VERB
cord-354627-y07w2f43	60	44	[	[	X
cord-354627-y07w2f43	60	45	25	25	NUM
cord-354627-y07w2f43	60	46	]	]	PUNCT
cord-354627-y07w2f43	61	1	[	[	X
cord-354627-y07w2f43	61	2	26	26	NUM
cord-354627-y07w2f43	61	3	]	]	PUNCT
cord-354627-y07w2f43	61	4	[	[	X
cord-354627-y07w2f43	61	5	27	27	NUM
cord-354627-y07w2f43	61	6	]	]	PUNCT
cord-354627-y07w2f43	61	7	[	[	X
cord-354627-y07w2f43	61	8	28	28	NUM
cord-354627-y07w2f43	61	9	]	]	PUNCT
cord-354627-y07w2f43	61	10	[	[	X
cord-354627-y07w2f43	61	11	29	29	NUM
cord-354627-y07w2f43	61	12	]	]	PUNCT
cord-354627-y07w2f43	61	13	[	[	X
cord-354627-y07w2f43	61	14	30	30	NUM
cord-354627-y07w2f43	61	15	]	]	PUNCT
cord-354627-y07w2f43	61	16	[	[	X
cord-354627-y07w2f43	61	17	31	31	NUM
cord-354627-y07w2f43	61	18	]	]	PUNCT
cord-354627-y07w2f43	61	19	[	[	X
cord-354627-y07w2f43	61	20	32	32	NUM
cord-354627-y07w2f43	61	21	]	]	PUNCT
cord-354627-y07w2f43	61	22	.	.	PUNCT
cord-354627-y07w2f43	62	1	considering	consider	VERB
cord-354627-y07w2f43	62	2	the	the	DET
cord-354627-y07w2f43	62	3	above	above	ADJ
cord-354627-y07w2f43	62	4	uncertainties	uncertainty	NOUN
cord-354627-y07w2f43	62	5	involved	involve	VERB
cord-354627-y07w2f43	62	6	in	in	ADP
cord-354627-y07w2f43	62	7	the	the	DET
cord-354627-y07w2f43	62	8	advancement	advancement	NOUN
cord-354627-y07w2f43	62	9	of	of	ADP
cord-354627-y07w2f43	62	10	sir	sir	PROPN
cord-354627-y07w2f43	62	11	-	-	PUNCT
cord-354627-y07w2f43	62	12	based	base	VERB
cord-354627-y07w2f43	62	13	models	model	NOUN
cord-354627-y07w2f43	62	14	the	the	DET
cord-354627-y07w2f43	62	15	generalization	generalization	NOUN
cord-354627-y07w2f43	62	16	ability	ability	NOUN
cord-354627-y07w2f43	62	17	are	be	AUX
cord-354627-y07w2f43	62	18	yet	yet	ADV
cord-354627-y07w2f43	62	19	to	to	PART
cord-354627-y07w2f43	62	20	be	be	AUX
cord-354627-y07w2f43	62	21	improved	improve	VERB
cord-354627-y07w2f43	62	22	to	to	PART
cord-354627-y07w2f43	62	23	achieve	achieve	VERB
cord-354627-y07w2f43	62	24	scalable	scalable	ADJ
cord-354627-y07w2f43	62	25	model	model	NOUN
cord-354627-y07w2f43	62	26	with	with	ADP
cord-354627-y07w2f43	62	27	high	high	ADJ
cord-354627-y07w2f43	62	28	performance	performance	NOUN
cord-354627-y07w2f43	62	29	[	[	X
cord-354627-y07w2f43	62	30	33	33	NUM
cord-354627-y07w2f43	62	31	]	]	PUNCT
cord-354627-y07w2f43	62	32	.	.	PUNCT
cord-354627-y07w2f43	63	1	due	due	ADP
cord-354627-y07w2f43	63	2	to	to	ADP
cord-354627-y07w2f43	63	3	the	the	DET
cord-354627-y07w2f43	63	4	complexity	complexity	NOUN
cord-354627-y07w2f43	63	5	and	and	CCONJ
cord-354627-y07w2f43	63	6	the	the	DET
cord-354627-y07w2f43	63	7	large	large	ADJ
cord-354627-y07w2f43	63	8	-	-	PUNCT
cord-354627-y07w2f43	63	9	scale	scale	NOUN
cord-354627-y07w2f43	63	10	nature	nature	NOUN
cord-354627-y07w2f43	63	11	of	of	ADP
cord-354627-y07w2f43	63	12	the	the	DET
cord-354627-y07w2f43	63	13	problem	problem	NOUN
cord-354627-y07w2f43	63	14	in	in	ADP
cord-354627-y07w2f43	63	15	developing	develop	VERB
cord-354627-y07w2f43	63	16	epidemiological	epidemiological	ADJ
cord-354627-y07w2f43	63	17	models	model	NOUN
cord-354627-y07w2f43	63	18	,	,	PUNCT
cord-354627-y07w2f43	63	19	machine	machine	NOUN
cord-354627-y07w2f43	63	20	learning	learning	NOUN
cord-354627-y07w2f43	63	21	has	have	AUX
cord-354627-y07w2f43	63	22	recently	recently	ADV
cord-354627-y07w2f43	63	23	gained	gain	VERB
cord-354627-y07w2f43	63	24	attention	attention	NOUN
cord-354627-y07w2f43	63	25	for	for	ADP
cord-354627-y07w2f43	63	26	building	build	VERB
cord-354627-y07w2f43	63	27	outbreak	outbreak	NOUN
cord-354627-y07w2f43	63	28	prediction	prediction	NOUN
cord-354627-y07w2f43	63	29	models	model	NOUN
cord-354627-y07w2f43	63	30	.	.	PUNCT
cord-354627-y07w2f43	64	1	ml	ml	PROPN
cord-354627-y07w2f43	64	2	has	have	AUX
cord-354627-y07w2f43	64	3	already	already	ADV
cord-354627-y07w2f43	64	4	shown	show	VERB
cord-354627-y07w2f43	64	5	promising	promising	ADJ
cord-354627-y07w2f43	64	6	results	result	NOUN
cord-354627-y07w2f43	64	7	in	in	ADP
cord-354627-y07w2f43	64	8	contribution	contribution	NOUN
cord-354627-y07w2f43	64	9	to	to	ADP
cord-354627-y07w2f43	64	10	advancing	advance	VERB
cord-354627-y07w2f43	64	11	higher	high	ADJ
cord-354627-y07w2f43	64	12	generalization	generalization	NOUN
cord-354627-y07w2f43	64	13	ability	ability	NOUN
cord-354627-y07w2f43	64	14	and	and	CCONJ
cord-354627-y07w2f43	64	15	greater	great	ADJ
cord-354627-y07w2f43	64	16	prediction	prediction	NOUN
cord-354627-y07w2f43	64	17	reliability	reliability	NOUN
cord-354627-y07w2f43	64	18	for	for	ADP
cord-354627-y07w2f43	64	19	longer	long	ADV
cord-354627-y07w2f43	64	20	lead	lead	NOUN
cord-354627-y07w2f43	64	21	-	-	PUNCT
cord-354627-y07w2f43	64	22	times	time	NOUN
cord-354627-y07w2f43	64	23	[	[	X
cord-354627-y07w2f43	64	24	34	34	NUM
cord-354627-y07w2f43	64	25	]	]	PUNCT
cord-354627-y07w2f43	64	26	[	[	X
cord-354627-y07w2f43	64	27	35	35	NUM
cord-354627-y07w2f43	64	28	]	]	PUNCT
cord-354627-y07w2f43	64	29	[	[	X
cord-354627-y07w2f43	64	30	36	36	NUM
cord-354627-y07w2f43	64	31	]	]	PUNCT
cord-354627-y07w2f43	64	32	[	[	X
cord-354627-y07w2f43	64	33	37	37	NUM
cord-354627-y07w2f43	64	34	]	]	PUNCT
cord-354627-y07w2f43	65	1	[	[	X
cord-354627-y07w2f43	65	2	38	38	NUM
cord-354627-y07w2f43	65	3	]	]	PUNCT
cord-354627-y07w2f43	65	4	.	.	PUNCT
cord-354627-y07w2f43	66	1	machine	machine	NOUN
cord-354627-y07w2f43	66	2	learning	learning	NOUN
cord-354627-y07w2f43	66	3	has	have	AUX
cord-354627-y07w2f43	66	4	been	be	AUX
cord-354627-y07w2f43	66	5	already	already	ADV
cord-354627-y07w2f43	66	6	recognized	recognize	VERB
cord-354627-y07w2f43	66	7	a	a	DET
cord-354627-y07w2f43	66	8	computing	computing	NOUN
cord-354627-y07w2f43	66	9	technique	technique	NOUN
cord-354627-y07w2f43	66	10	with	with	ADP
cord-354627-y07w2f43	66	11	great	great	ADJ
cord-354627-y07w2f43	66	12	potential	potential	NOUN
cord-354627-y07w2f43	66	13	in	in	ADP
cord-354627-y07w2f43	66	14	outbreak	outbreak	NOUN
cord-354627-y07w2f43	66	15	prediction	prediction	NOUN
cord-354627-y07w2f43	66	16	.	.	PUNCT
cord-354627-y07w2f43	67	1	application	application	NOUN
cord-354627-y07w2f43	67	2	of	of	ADP
cord-354627-y07w2f43	67	3	ml	ml	PROPN
cord-354627-y07w2f43	67	4	in	in	ADP
cord-354627-y07w2f43	67	5	outbreak	outbreak	NOUN
cord-354627-y07w2f43	67	6	prediction	prediction	NOUN
cord-354627-y07w2f43	67	7	includes	include	VERB
cord-354627-y07w2f43	67	8	several	several	ADJ
cord-354627-y07w2f43	67	9	algorithms	algorithm	NOUN
cord-354627-y07w2f43	67	10	,	,	PUNCT
cord-354627-y07w2f43	67	11	e.g.	e.g.	ADV
cord-354627-y07w2f43	67	12	,	,	PUNCT
cord-354627-y07w2f43	67	13	random	random	ADJ
cord-354627-y07w2f43	67	14	forest	forest	NOUN
cord-354627-y07w2f43	67	15	for	for	ADP
cord-354627-y07w2f43	67	16	swine	swine	NOUN
cord-354627-y07w2f43	67	17	fever	fever	NOUN
cord-354627-y07w2f43	67	18	[	[	PUNCT
cord-354627-y07w2f43	67	19	[	[	PUNCT
cord-354627-y07w2f43	67	20	54	54	NUM
cord-354627-y07w2f43	67	21	,	,	PUNCT
cord-354627-y07w2f43	67	22	55	55	NUM
cord-354627-y07w2f43	67	23	]	]	PUNCT
cord-354627-y07w2f43	67	24	,	,	PUNCT
cord-354627-y07w2f43	67	25	survival	survival	NOUN
cord-354627-y07w2f43	67	26	prediction	prediction	NOUN
cord-354627-y07w2f43	67	27	[	[	X
cord-354627-y07w2f43	67	28	56	56	NUM
cord-354627-y07w2f43	67	29	]	]	PUNCT
cord-354627-y07w2f43	67	30	,	,	PUNCT
cord-354627-y07w2f43	67	31	and	and	CCONJ
cord-354627-y07w2f43	67	32	icu	icu	PROPN
cord-354627-y07w2f43	67	33	demand	demand	NOUN
cord-354627-y07w2f43	67	34	prediction	prediction	NOUN
cord-354627-y07w2f43	67	35	[	[	X
cord-354627-y07w2f43	67	36	57	57	NUM
cord-354627-y07w2f43	67	37	]	]	PUNCT
cord-354627-y07w2f43	67	38	.	.	PUNCT
cord-354627-y07w2f43	68	1	furthermore	furthermore	ADV
cord-354627-y07w2f43	68	2	,	,	PUNCT
cord-354627-y07w2f43	68	3	the	the	DET
cord-354627-y07w2f43	68	4	non	non	ADJ
cord-354627-y07w2f43	68	5	-	-	ADJ
cord-354627-y07w2f43	68	6	peer	peer	ADJ
cord-354627-y07w2f43	68	7	reviewed	review	VERB
cord-354627-y07w2f43	68	8	sources	source	NOUN
cord-354627-y07w2f43	68	9	suggest	suggest	VERB
cord-354627-y07w2f43	68	10	numerous	numerous	ADJ
cord-354627-y07w2f43	68	11	potentials	potential	NOUN
cord-354627-y07w2f43	68	12	of	of	ADP
cord-354627-y07w2f43	68	13	machine	machine	NOUN
cord-354627-y07w2f43	68	14	learning	learn	VERB
cord-354627-y07w2f43	68	15	to	to	PART
cord-354627-y07w2f43	68	16	fight	fight	VERB
cord-354627-y07w2f43	68	17	covid-19	covid-19	PROPN
cord-354627-y07w2f43	68	18	.	.	PUNCT
cord-354627-y07w2f43	69	1	among	among	ADP
cord-354627-y07w2f43	69	2	the	the	DET
cord-354627-y07w2f43	69	3	applications	application	NOUN
cord-354627-y07w2f43	69	4	of	of	ADP
cord-354627-y07w2f43	69	5	machine	machine	NOUN
cord-354627-y07w2f43	69	6	learning	learn	VERB
cord-354627-y07w2f43	69	7	improvement	improvement	NOUN
cord-354627-y07w2f43	69	8	of	of	ADP
cord-354627-y07w2f43	69	9	the	the	DET
cord-354627-y07w2f43	69	10	existing	exist	VERB
cord-354627-y07w2f43	69	11	models	model	NOUN
cord-354627-y07w2f43	69	12	of	of	ADP
cord-354627-y07w2f43	69	13	prediction	prediction	NOUN
cord-354627-y07w2f43	69	14	,	,	PUNCT
cord-354627-y07w2f43	69	15	identifying	identify	VERB
cord-354627-y07w2f43	69	16	vulnerable	vulnerable	ADJ
cord-354627-y07w2f43	69	17	groups	group	NOUN
cord-354627-y07w2f43	69	18	,	,	PUNCT
cord-354627-y07w2f43	69	19	early	early	ADJ
cord-354627-y07w2f43	69	20	diagnose	diagnose	NOUN
cord-354627-y07w2f43	69	21	,	,	PUNCT
cord-354627-y07w2f43	69	22	advancement	advancement	NOUN
cord-354627-y07w2f43	69	23	of	of	ADP
cord-354627-y07w2f43	69	24	drugs	drug	NOUN
cord-354627-y07w2f43	69	25	delivery	delivery	NOUN
cord-354627-y07w2f43	69	26	,	,	PUNCT
cord-354627-y07w2f43	69	27	evaluation	evaluation	NOUN
cord-354627-y07w2f43	69	28	of	of	ADP
cord-354627-y07w2f43	69	29	the	the	DET
cord-354627-y07w2f43	69	30	probability	probability	NOUN
cord-354627-y07w2f43	69	31	of	of	ADP
cord-354627-y07w2f43	69	32	next	next	ADJ
cord-354627-y07w2f43	69	33	pandemic	pandemic	NOUN
cord-354627-y07w2f43	69	34	,	,	PUNCT
cord-354627-y07w2f43	69	35	advancement	advancement	NOUN
cord-354627-y07w2f43	69	36	of	of	ADP
cord-354627-y07w2f43	69	37	the	the	DET
cord-354627-y07w2f43	69	38	integrated	integrate	VERB
cord-354627-y07w2f43	69	39	systems	system	NOUN
cord-354627-y07w2f43	69	40	for	for	ADP
cord-354627-y07w2f43	69	41	spatio	spatio	ADJ
cord-354627-y07w2f43	69	42	-	-	ADJ
cord-354627-y07w2f43	69	43	temporal	temporal	ADJ
cord-354627-y07w2f43	69	44	prediction	prediction	NOUN
cord-354627-y07w2f43	69	45	,	,	PUNCT
cord-354627-y07w2f43	69	46	evaluating	evaluate	VERB
cord-354627-y07w2f43	69	47	the	the	DET
cord-354627-y07w2f43	69	48	risk	risk	NOUN
cord-354627-y07w2f43	69	49	of	of	ADP
cord-354627-y07w2f43	69	50	infection	infection	NOUN
cord-354627-y07w2f43	69	51	,	,	PUNCT
cord-354627-y07w2f43	69	52	advancing	advance	VERB
cord-354627-y07w2f43	69	53	reliable	reliable	ADJ
cord-354627-y07w2f43	69	54	biomedical	biomedical	ADJ
cord-354627-y07w2f43	69	55	knowledge	knowledge	NOUN
cord-354627-y07w2f43	69	56	graphs	graph	NOUN
cord-354627-y07w2f43	69	57	,	,	PUNCT
cord-354627-y07w2f43	69	58	and	and	CCONJ
cord-354627-y07w2f43	69	59	data	datum	NOUN
cord-354627-y07w2f43	69	60	mining	mine	VERB
cord-354627-y07w2f43	69	61	the	the	DET
cord-354627-y07w2f43	69	62	social	social	ADJ
cord-354627-y07w2f43	69	63	networks	network	NOUN
cord-354627-y07w2f43	69	64	are	be	AUX
cord-354627-y07w2f43	69	65	being	be	AUX
cord-354627-y07w2f43	69	66	noted	note	VERB
cord-354627-y07w2f43	69	67	.	.	PUNCT
cord-354627-y07w2f43	70	1	as	as	SCONJ
cord-354627-y07w2f43	70	2	stated	state	VERB
cord-354627-y07w2f43	70	3	in	in	ADP
cord-354627-y07w2f43	70	4	our	our	PRON
cord-354627-y07w2f43	70	5	former	former	ADJ
cord-354627-y07w2f43	70	6	paper	paper	NOUN
cord-354627-y07w2f43	70	7	machine	machine	NOUN
cord-354627-y07w2f43	70	8	learning	learning	NOUN
cord-354627-y07w2f43	70	9	can	can	AUX
cord-354627-y07w2f43	70	10	be	be	AUX
cord-354627-y07w2f43	70	11	used	use	VERB
cord-354627-y07w2f43	70	12	for	for	ADP
cord-354627-y07w2f43	70	13	data	datum	NOUN
cord-354627-y07w2f43	70	14	preprocessing	preprocessing	NOUN
cord-354627-y07w2f43	70	15	.	.	PUNCT
cord-354627-y07w2f43	71	1	improving	improve	VERB
cord-354627-y07w2f43	71	2	the	the	DET
cord-354627-y07w2f43	71	3	quality	quality	NOUN
cord-354627-y07w2f43	71	4	of	of	ADP
cord-354627-y07w2f43	71	5	data	datum	NOUN
cord-354627-y07w2f43	71	6	can	can	AUX
cord-354627-y07w2f43	71	7	particularly	particularly	ADV
cord-354627-y07w2f43	71	8	improve	improve	VERB
cord-354627-y07w2f43	71	9	the	the	DET
cord-354627-y07w2f43	71	10	quality	quality	NOUN
cord-354627-y07w2f43	71	11	of	of	ADP
cord-354627-y07w2f43	71	12	the	the	DET
cord-354627-y07w2f43	71	13	sir	sir	PROPN
cord-354627-y07w2f43	71	14	-	-	PUNCT
cord-354627-y07w2f43	71	15	based	base	VERB
cord-354627-y07w2f43	71	16	model	model	NOUN
cord-354627-y07w2f43	71	17	.	.	PUNCT
cord-354627-y07w2f43	72	1	for	for	ADP
cord-354627-y07w2f43	72	2	instance	instance	NOUN
cord-354627-y07w2f43	72	3	,	,	PUNCT
cord-354627-y07w2f43	72	4	the	the	DET
cord-354627-y07w2f43	72	5	number	number	NOUN
cord-354627-y07w2f43	72	6	of	of	ADP
cord-354627-y07w2f43	72	7	cases	case	NOUN
cord-354627-y07w2f43	72	8	reported	report	VERB
cord-354627-y07w2f43	72	9	by	by	ADP
cord-354627-y07w2f43	72	10	worldometer	worldometer	PROPN
cord-354627-y07w2f43	72	11	is	be	AUX
cord-354627-y07w2f43	72	12	not	not	PART
cord-354627-y07w2f43	72	13	precisely	precisely	ADV
cord-354627-y07w2f43	72	14	the	the	DET
cord-354627-y07w2f43	72	15	number	number	NOUN
cord-354627-y07w2f43	72	16	of	of	ADP
cord-354627-y07w2f43	72	17	infected	infect	VERB
cord-354627-y07w2f43	72	18	cases	case	NOUN
cord-354627-y07w2f43	72	19	(	(	PUNCT
cord-354627-y07w2f43	72	20	e	e	NOUN
cord-354627-y07w2f43	72	21	in	in	ADP
cord-354627-y07w2f43	72	22	the	the	DET
cord-354627-y07w2f43	72	23	seir	seir	NOUN
cord-354627-y07w2f43	72	24	model	model	NOUN
cord-354627-y07w2f43	72	25	)	)	PUNCT
cord-354627-y07w2f43	72	26	,	,	PUNCT
cord-354627-y07w2f43	72	27	or	or	CCONJ
cord-354627-y07w2f43	72	28	calculating	calculate	VERB
cord-354627-y07w2f43	72	29	the	the	DET
cord-354627-y07w2f43	72	30	number	number	NOUN
cord-354627-y07w2f43	72	31	of	of	ADP
cord-354627-y07w2f43	72	32	infectious	infectious	ADJ
cord-354627-y07w2f43	72	33	people	people	NOUN
cord-354627-y07w2f43	72	34	(	(	PUNCT
cord-354627-y07w2f43	72	35	i	i	PRON
cord-354627-y07w2f43	72	36	in	in	ADP
cord-354627-y07w2f43	72	37	seir	seir	NOUN
cord-354627-y07w2f43	72	38	)	)	PUNCT
cord-354627-y07w2f43	72	39	can	can	AUX
cord-354627-y07w2f43	72	40	not	not	PART
cord-354627-y07w2f43	72	41	be	be	AUX
cord-354627-y07w2f43	72	42	easily	easily	ADV
cord-354627-y07w2f43	72	43	determined	determine	VERB
cord-354627-y07w2f43	72	44	,	,	PUNCT
cord-354627-y07w2f43	72	45	as	as	SCONJ
cord-354627-y07w2f43	72	46	many	many	ADJ
cord-354627-y07w2f43	72	47	people	people	NOUN
cord-354627-y07w2f43	72	48	who	who	PRON
cord-354627-y07w2f43	72	49	might	might	AUX
cord-354627-y07w2f43	72	50	be	be	AUX
cord-354627-y07w2f43	72	51	infectious	infectious	ADJ
cord-354627-y07w2f43	72	52	may	may	AUX
cord-354627-y07w2f43	72	53	not	not	PART
cord-354627-y07w2f43	72	54	turn	turn	VERB
cord-354627-y07w2f43	72	55	up	up	ADP
cord-354627-y07w2f43	72	56	for	for	ADP
cord-354627-y07w2f43	72	57	testing	testing	NOUN
cord-354627-y07w2f43	72	58	.	.	PUNCT
cord-354627-y07w2f43	73	1	although	although	SCONJ
cord-354627-y07w2f43	73	2	the	the	DET
cord-354627-y07w2f43	73	3	number	number	NOUN
cord-354627-y07w2f43	73	4	of	of	ADP
cord-354627-y07w2f43	73	5	people	people	NOUN
cord-354627-y07w2f43	73	6	who	who	PRON
cord-354627-y07w2f43	73	7	are	be	AUX
cord-354627-y07w2f43	73	8	admitted	admit	VERB
cord-354627-y07w2f43	73	9	to	to	ADP
cord-354627-y07w2f43	73	10	hospital	hospital	NOUN
cord-354627-y07w2f43	73	11	and	and	CCONJ
cord-354627-y07w2f43	73	12	deceased	deceased	ADJ
cord-354627-y07w2f43	73	13	wo	will	AUX
cord-354627-y07w2f43	73	14	nt	not	PART
cord-354627-y07w2f43	73	15	support	support	VERB
cord-354627-y07w2f43	73	16	r	r	NOUN
cord-354627-y07w2f43	73	17	as	as	ADV
cord-354627-y07w2f43	73	18	most	most	ADJ
cord-354627-y07w2f43	73	19	covid-19	covid-19	PROPN
cord-354627-y07w2f43	73	20	positive	positive	ADJ
cord-354627-y07w2f43	73	21	cases	case	NOUN
cord-354627-y07w2f43	73	22	recover	recover	VERB
cord-354627-y07w2f43	73	23	without	without	ADP
cord-354627-y07w2f43	73	24	entering	enter	VERB
cord-354627-y07w2f43	73	25	hospital	hospital	NOUN
cord-354627-y07w2f43	73	26	.	.	PUNCT
cord-354627-y07w2f43	74	1	considering	consider	VERB
cord-354627-y07w2f43	74	2	this	this	DET
cord-354627-y07w2f43	74	3	data	datum	NOUN
cord-354627-y07w2f43	74	4	problem	problem	NOUN
cord-354627-y07w2f43	74	5	,	,	PUNCT
cord-354627-y07w2f43	74	6	it	it	PRON
cord-354627-y07w2f43	74	7	is	be	AUX
cord-354627-y07w2f43	74	8	extremely	extremely	ADV
cord-354627-y07w2f43	74	9	difficult	difficult	ADJ
cord-354627-y07w2f43	74	10	to	to	PART
cord-354627-y07w2f43	74	11	fit	fit	VERB
cord-354627-y07w2f43	74	12	seir	seir	NOUN
cord-354627-y07w2f43	74	13	models	model	NOUN
cord-354627-y07w2f43	74	14	satisfactorily	satisfactorily	ADV
cord-354627-y07w2f43	74	15	.	.	PUNCT
cord-354627-y07w2f43	75	1	considering	consider	VERB
cord-354627-y07w2f43	75	2	such	such	ADJ
cord-354627-y07w2f43	75	3	challenges	challenge	NOUN
cord-354627-y07w2f43	75	4	,	,	PUNCT
cord-354627-y07w2f43	75	5	for	for	ADP
cord-354627-y07w2f43	75	6	future	future	ADJ
cord-354627-y07w2f43	75	7	research	research	NOUN
cord-354627-y07w2f43	75	8	,	,	PUNCT
cord-354627-y07w2f43	75	9	the	the	DET
cord-354627-y07w2f43	75	10	ability	ability	NOUN
cord-354627-y07w2f43	75	11	of	of	ADP
cord-354627-y07w2f43	75	12	machine	machine	NOUN
cord-354627-y07w2f43	75	13	learning	learn	VERB
cord-354627-y07w2f43	75	14	for	for	ADP
cord-354627-y07w2f43	75	15	estimation	estimation	NOUN
cord-354627-y07w2f43	75	16	of	of	ADP
cord-354627-y07w2f43	75	17	the	the	DET
cord-354627-y07w2f43	75	18	missing	miss	VERB
cord-354627-y07w2f43	75	19	information	information	NOUN
cord-354627-y07w2f43	75	20	on	on	ADP
cord-354627-y07w2f43	75	21	the	the	DET
cord-354627-y07w2f43	75	22	number	number	NOUN
cord-354627-y07w2f43	75	23	of	of	ADP
cord-354627-y07w2f43	75	24	exposed	expose	VERB
cord-354627-y07w2f43	75	25	e	e	NOUN
cord-354627-y07w2f43	75	26	or	or	CCONJ
cord-354627-y07w2f43	75	27	infecteds	infected	NOUN
cord-354627-y07w2f43	75	28	can	can	AUX
cord-354627-y07w2f43	75	29	be	be	AUX
cord-354627-y07w2f43	75	30	evaluated	evaluate	VERB
cord-354627-y07w2f43	75	31	.	.	PUNCT
cord-354627-y07w2f43	76	1	along	along	ADP
cord-354627-y07w2f43	76	2	with	with	ADP
cord-354627-y07w2f43	76	3	the	the	DET
cord-354627-y07w2f43	76	4	prediction	prediction	NOUN
cord-354627-y07w2f43	76	5	of	of	ADP
cord-354627-y07w2f43	76	6	the	the	DET
cord-354627-y07w2f43	76	7	outbreak	outbreak	NOUN
cord-354627-y07w2f43	76	8	,	,	PUNCT
cord-354627-y07w2f43	76	9	prediction	prediction	NOUN
cord-354627-y07w2f43	76	10	of	of	ADP
cord-354627-y07w2f43	76	11	the	the	DET
cord-354627-y07w2f43	76	12	total	total	ADJ
cord-354627-y07w2f43	76	13	mortality	mortality	NOUN
cord-354627-y07w2f43	76	14	rate	rate	NOUN
cord-354627-y07w2f43	76	15	(	(	PUNCT
cord-354627-y07w2f43	76	16	n(deaths	n(death	NOUN
cord-354627-y07w2f43	76	17	)	)	PUNCT
cord-354627-y07w2f43	76	18	/	/	SYM
cord-354627-y07w2f43	76	19	n(infecteds	n(infected	NOUN
cord-354627-y07w2f43	76	20	)	)	PUNCT
cord-354627-y07w2f43	76	21	)	)	PUNCT
cord-354627-y07w2f43	76	22	is	be	AUX
cord-354627-y07w2f43	76	23	also	also	ADV
cord-354627-y07w2f43	76	24	essential	essential	ADJ
cord-354627-y07w2f43	76	25	to	to	PART
cord-354627-y07w2f43	76	26	accurately	accurately	ADV
cord-354627-y07w2f43	76	27	estimate	estimate	VERB
cord-354627-y07w2f43	76	28	the	the	DET
cord-354627-y07w2f43	76	29	number	number	NOUN
cord-354627-y07w2f43	76	30	of	of	ADP
cord-354627-y07w2f43	76	31	potential	potential	ADJ
cord-354627-y07w2f43	76	32	patients	patient	NOUN
cord-354627-y07w2f43	76	33	with	with	ADP
cord-354627-y07w2f43	76	34	the	the	PRON
cord-354627-y07w2f43	76	35	in	in	ADP
cord-354627-y07w2f43	76	36	the	the	DET
cord-354627-y07w2f43	76	37	critical	critical	ADJ
cord-354627-y07w2f43	76	38	situation	situation	NOUN
cord-354627-y07w2f43	76	39	and	and	CCONJ
cord-354627-y07w2f43	76	40	the	the	DET
cord-354627-y07w2f43	76	41	required	required	ADJ
cord-354627-y07w2f43	76	42	beds	bed	NOUN
cord-354627-y07w2f43	76	43	in	in	ADP
cord-354627-y07w2f43	76	44	intensive	intensive	ADJ
cord-354627-y07w2f43	76	45	care	care	NOUN
cord-354627-y07w2f43	76	46	units	unit	NOUN
cord-354627-y07w2f43	76	47	.	.	PUNCT
cord-354627-y07w2f43	77	1	although	although	SCONJ
cord-354627-y07w2f43	77	2	the	the	DET
cord-354627-y07w2f43	77	3	research	research	NOUN
cord-354627-y07w2f43	77	4	is	be	AUX
cord-354627-y07w2f43	77	5	in	in	ADP
cord-354627-y07w2f43	77	6	the	the	DET
cord-354627-y07w2f43	77	7	very	very	NOUN
cord-354627-y07w2f43	77	8	.	.	PUNCT
cord-354627-y07w2f43	78	1	cc	cc	X
cord-354627-y07w2f43	78	2	-	-	PUNCT
cord-354627-y07w2f43	78	3	by	by	ADP
cord-354627-y07w2f43	78	4	4.0	4.0	NUM
cord-354627-y07w2f43	78	5	international	international	ADJ
cord-354627-y07w2f43	78	6	license	license	NOUN
cord-354627-y07w2f43	78	7	it	it	PRON
cord-354627-y07w2f43	78	8	is	be	AUX
cord-354627-y07w2f43	78	9	made	make	VERB
cord-354627-y07w2f43	78	10	available	available	ADJ
cord-354627-y07w2f43	78	11	under	under	ADP
cord-354627-y07w2f43	78	12	a	a	PRON
cord-354627-y07w2f43	78	13	is	be	AUX
cord-354627-y07w2f43	78	14	the	the	DET
cord-354627-y07w2f43	78	15	author	author	NOUN
cord-354627-y07w2f43	78	16	/	/	SYM
cord-354627-y07w2f43	78	17	funder	funder	NOUN
cord-354627-y07w2f43	78	18	,	,	PUNCT
cord-354627-y07w2f43	78	19	who	who	PRON
cord-354627-y07w2f43	78	20	has	have	AUX
cord-354627-y07w2f43	78	21	granted	grant	VERB
cord-354627-y07w2f43	78	22	medrxiv	medrxiv	PROPN
cord-354627-y07w2f43	78	23	a	a	DET
cord-354627-y07w2f43	78	24	license	license	NOUN
cord-354627-y07w2f43	78	25	to	to	PART
cord-354627-y07w2f43	78	26	display	display	VERB
cord-354627-y07w2f43	78	27	the	the	DET
cord-354627-y07w2f43	78	28	preprint	preprint	NOUN
cord-354627-y07w2f43	78	29	in	in	ADP
cord-354627-y07w2f43	78	30	perpetuity	perpetuity	NOUN
cord-354627-y07w2f43	78	31	.	.	PUNCT
cord-354627-y07w2f43	79	1	(	(	PUNCT
cord-354627-y07w2f43	79	2	which	which	PRON
cord-354627-y07w2f43	79	3	was	be	AUX
cord-354627-y07w2f43	79	4	not	not	PART
cord-354627-y07w2f43	79	5	certified	certify	VERB
cord-354627-y07w2f43	79	6	by	by	ADP
cord-354627-y07w2f43	79	7	peer	peer	NOUN
cord-354627-y07w2f43	79	8	review	review	NOUN
cord-354627-y07w2f43	79	9	)	)	PUNCT
cord-354627-y07w2f43	79	10	the	the	DET
cord-354627-y07w2f43	79	11	copyright	copyright	NOUN
cord-354627-y07w2f43	79	12	holder	holder	NOUN
cord-354627-y07w2f43	79	13	for	for	ADP
cord-354627-y07w2f43	79	14	this	this	DET
cord-354627-y07w2f43	79	15	preprint	preprint	NOUN
cord-354627-y07w2f43	79	16	this	this	DET
cord-354627-y07w2f43	79	17	version	version	NOUN
cord-354627-y07w2f43	79	18	posted	post	VERB
cord-354627-y07w2f43	79	19	may	may	PROPN
cord-354627-y07w2f43	79	20	6	6	NUM
cord-354627-y07w2f43	79	21	,	,	PUNCT
cord-354627-y07w2f43	79	22	2020	2020	NUM
cord-354627-y07w2f43	79	23	.	.	PUNCT
cord-354627-y07w2f43	79	24	.	.	PUNCT
cord-354627-y07w2f43	80	1	early	early	ADJ
cord-354627-y07w2f43	80	2	stage	stage	NOUN
cord-354627-y07w2f43	80	3	,	,	PUNCT
cord-354627-y07w2f43	80	4	the	the	DET
cord-354627-y07w2f43	80	5	trend	trend	NOUN
cord-354627-y07w2f43	80	6	in	in	ADP
cord-354627-y07w2f43	80	7	outbreak	outbreak	NOUN
cord-354627-y07w2f43	80	8	prediction	prediction	NOUN
cord-354627-y07w2f43	80	9	with	with	ADP
cord-354627-y07w2f43	80	10	machine	machine	NOUN
cord-354627-y07w2f43	80	11	learning	learning	NOUN
cord-354627-y07w2f43	80	12	can	can	AUX
cord-354627-y07w2f43	80	13	be	be	AUX
cord-354627-y07w2f43	80	14	classified	classify	VERB
cord-354627-y07w2f43	80	15	in	in	ADP
cord-354627-y07w2f43	80	16	two	two	NUM
cord-354627-y07w2f43	80	17	directions	direction	NOUN
cord-354627-y07w2f43	80	18	.	.	PUNCT
cord-354627-y07w2f43	81	1	firstly	firstly	ADV
cord-354627-y07w2f43	81	2	,	,	PUNCT
cord-354627-y07w2f43	81	3	improvement	improvement	NOUN
cord-354627-y07w2f43	81	4	of	of	ADP
cord-354627-y07w2f43	81	5	the	the	DET
cord-354627-y07w2f43	81	6	sir	sir	PROPN
cord-354627-y07w2f43	81	7	-	-	PUNCT
cord-354627-y07w2f43	81	8	based	base	VERB
cord-354627-y07w2f43	81	9	models	model	NOUN
cord-354627-y07w2f43	81	10	,	,	PUNCT
cord-354627-y07w2f43	81	11	e.g.	e.g.	ADV
cord-354627-y07w2f43	81	12	,	,	PUNCT
cord-354627-y07w2f43	81	13	[	[	X
cord-354627-y07w2f43	81	14	53	53	NUM
cord-354627-y07w2f43	81	15	,	,	PUNCT
cord-354627-y07w2f43	81	16	58	58	NUM
cord-354627-y07w2f43	81	17	]	]	PUNCT
cord-354627-y07w2f43	81	18	,	,	PUNCT
cord-354627-y07w2f43	81	19	and	and	CCONJ
cord-354627-y07w2f43	81	20	secondly	secondly	ADV
cord-354627-y07w2f43	81	21	time	time	NOUN
cord-354627-y07w2f43	81	22	-	-	PUNCT
cord-354627-y07w2f43	81	23	series	series	NOUN
cord-354627-y07w2f43	81	24	prediction	prediction	NOUN
cord-354627-y07w2f43	81	25	[	[	X
cord-354627-y07w2f43	81	26	59	59	NUM
cord-354627-y07w2f43	81	27	,	,	PUNCT
cord-354627-y07w2f43	81	28	60	60	NUM
cord-354627-y07w2f43	81	29	]	]	PUNCT
cord-354627-y07w2f43	81	30	.	.	PUNCT
cord-354627-y07w2f43	82	1	consequently	consequently	ADV
cord-354627-y07w2f43	82	2	,	,	PUNCT
cord-354627-y07w2f43	82	3	the	the	DET
cord-354627-y07w2f43	82	4	state	state	NOUN
cord-354627-y07w2f43	82	5	-	-	PUNCT
cord-354627-y07w2f43	82	6	of	of	ADP
cord-354627-y07w2f43	82	7	-	-	PUNCT
cord-354627-y07w2f43	82	8	the	the	DET
cord-354627-y07w2f43	82	9	-	-	PUNCT
cord-354627-y07w2f43	82	10	art	art	NOUN
cord-354627-y07w2f43	82	11	machine	machine	NOUN
cord-354627-y07w2f43	82	12	learning	learning	NOUN
cord-354627-y07w2f43	82	13	methods	method	NOUN
cord-354627-y07w2f43	82	14	for	for	ADP
cord-354627-y07w2f43	82	15	outbreak	outbreak	NOUN
cord-354627-y07w2f43	82	16	modeling	modeling	NOUN
cord-354627-y07w2f43	82	17	suggest	suggest	VERB
cord-354627-y07w2f43	82	18	two	two	NUM
cord-354627-y07w2f43	82	19	major	major	ADJ
cord-354627-y07w2f43	82	20	research	research	NOUN
cord-354627-y07w2f43	82	21	gaps	gap	NOUN
cord-354627-y07w2f43	82	22	for	for	ADP
cord-354627-y07w2f43	82	23	machine	machine	NOUN
cord-354627-y07w2f43	82	24	learning	learn	VERB
cord-354627-y07w2f43	82	25	to	to	PART
cord-354627-y07w2f43	82	26	address	address	VERB
cord-354627-y07w2f43	82	27	.	.	PUNCT
cord-354627-y07w2f43	83	1	firstly	firstly	ADV
cord-354627-y07w2f43	83	2	,	,	PUNCT
cord-354627-y07w2f43	83	3	improvement	improvement	NOUN
cord-354627-y07w2f43	83	4	of	of	ADP
cord-354627-y07w2f43	83	5	sir	sir	PROPN
cord-354627-y07w2f43	83	6	-	-	PUNCT
cord-354627-y07w2f43	83	7	based	base	VERB
cord-354627-y07w2f43	83	8	models	model	NOUN
cord-354627-y07w2f43	83	9	and	and	CCONJ
cord-354627-y07w2f43	83	10	secondly	secondly	ADV
cord-354627-y07w2f43	83	11	advancement	advancement	NOUN
cord-354627-y07w2f43	83	12	in	in	ADP
cord-354627-y07w2f43	83	13	outbreak	outbreak	PROPN
cord-354627-y07w2f43	83	14	time	time	NOUN
cord-354627-y07w2f43	83	15	series	series	NOUN
cord-354627-y07w2f43	83	16	.	.	PUNCT
cord-354627-y07w2f43	84	1	considering	consider	VERB
cord-354627-y07w2f43	84	2	the	the	DET
cord-354627-y07w2f43	84	3	drawbacks	drawback	NOUN
cord-354627-y07w2f43	84	4	of	of	ADP
cord-354627-y07w2f43	84	5	the	the	DET
cord-354627-y07w2f43	84	6	sir	sir	PROPN
cord-354627-y07w2f43	84	7	-	-	PUNCT
cord-354627-y07w2f43	84	8	based	base	VERB
cord-354627-y07w2f43	84	9	models	model	NOUN
cord-354627-y07w2f43	84	10	,	,	PUNCT
cord-354627-y07w2f43	84	11	machine	machine	NOUN
cord-354627-y07w2f43	84	12	learning	learning	NOUN
cord-354627-y07w2f43	84	13	should	should	AUX
cord-354627-y07w2f43	84	14	be	be	AUX
cord-354627-y07w2f43	84	15	able	able	ADJ
cord-354627-y07w2f43	84	16	to	to	PART
cord-354627-y07w2f43	84	17	contribute	contribute	VERB
cord-354627-y07w2f43	84	18	.	.	PUNCT
cord-354627-y07w2f43	85	1	this	this	DET
cord-354627-y07w2f43	85	2	paper	paper	NOUN
cord-354627-y07w2f43	85	3	contributes	contribute	VERB
cord-354627-y07w2f43	85	4	to	to	ADP
cord-354627-y07w2f43	85	5	the	the	DET
cord-354627-y07w2f43	85	6	advancement	advancement	NOUN
cord-354627-y07w2f43	85	7	of	of	ADP
cord-354627-y07w2f43	85	8	time	time	NOUN
cord-354627-y07w2f43	85	9	-	-	PUNCT
cord-354627-y07w2f43	85	10	series	series	NOUN
cord-354627-y07w2f43	85	11	modelling	modelling	NOUN
cord-354627-y07w2f43	85	12	and	and	CCONJ
cord-354627-y07w2f43	85	13	prediction	prediction	NOUN
cord-354627-y07w2f43	85	14	of	of	ADP
cord-354627-y07w2f43	85	15	covid-19	covid-19	PROPN
cord-354627-y07w2f43	85	16	.	.	PUNCT
cord-354627-y07w2f43	86	1	although	although	SCONJ
cord-354627-y07w2f43	86	2	ml	ml	PROPN
cord-354627-y07w2f43	86	3	has	have	AUX
cord-354627-y07w2f43	86	4	long	long	ADV
cord-354627-y07w2f43	86	5	been	be	AUX
cord-354627-y07w2f43	86	6	established	establish	VERB
cord-354627-y07w2f43	86	7	as	as	ADP
cord-354627-y07w2f43	86	8	a	a	DET
cord-354627-y07w2f43	86	9	standard	standard	ADJ
cord-354627-y07w2f43	86	10	tool	tool	NOUN
cord-354627-y07w2f43	86	11	for	for	ADP
cord-354627-y07w2f43	86	12	modeling	model	VERB
cord-354627-y07w2f43	86	13	natural	natural	ADJ
cord-354627-y07w2f43	86	14	disasters	disaster	NOUN
cord-354627-y07w2f43	86	15	and	and	CCONJ
cord-354627-y07w2f43	86	16	weather	weather	NOUN
cord-354627-y07w2f43	86	17	forecasting	forecast	VERB
cord-354627-y07w2f43	86	18	[	[	X
cord-354627-y07w2f43	86	19	61	61	NUM
cord-354627-y07w2f43	86	20	]	]	X
cord-354627-y07w2f43	86	21	[	[	X
cord-354627-y07w2f43	86	22	62	62	NUM
cord-354627-y07w2f43	86	23	]	]	PUNCT
cord-354627-y07w2f43	86	24	[	[	X
cord-354627-y07w2f43	86	25	63	63	NUM
cord-354627-y07w2f43	86	26	]	]	PUNCT
cord-354627-y07w2f43	86	27	[	[	X
cord-354627-y07w2f43	86	28	64	64	NUM
cord-354627-y07w2f43	86	29	]	]	PUNCT
cord-354627-y07w2f43	86	30	[	[	PUNCT
cord-354627-y07w2f43	86	31	65	65	NUM
cord-354627-y07w2f43	86	32	]	]	PUNCT
cord-354627-y07w2f43	86	33	,	,	PUNCT
cord-354627-y07w2f43	86	34	its	its	PRON
cord-354627-y07w2f43	86	35	application	application	NOUN
cord-354627-y07w2f43	86	36	in	in	ADP
cord-354627-y07w2f43	86	37	modeling	model	VERB
cord-354627-y07w2f43	86	38	outbreak	outbreak	NOUN
cord-354627-y07w2f43	86	39	is	be	AUX
cord-354627-y07w2f43	86	40	still	still	ADV
cord-354627-y07w2f43	86	41	in	in	ADP
cord-354627-y07w2f43	86	42	the	the	DET
cord-354627-y07w2f43	86	43	early	early	ADJ
cord-354627-y07w2f43	86	44	stages	stage	NOUN
cord-354627-y07w2f43	86	45	.	.	PUNCT
cord-354627-y07w2f43	87	1	more	more	ADV
cord-354627-y07w2f43	87	2	sophisticated	sophisticated	ADJ
cord-354627-y07w2f43	87	3	ml	ml	PROPN
cord-354627-y07w2f43	87	4	methods	method	NOUN
cord-354627-y07w2f43	87	5	are	be	AUX
cord-354627-y07w2f43	87	6	yet	yet	ADV
cord-354627-y07w2f43	87	7	to	to	PART
cord-354627-y07w2f43	87	8	be	be	AUX
cord-354627-y07w2f43	87	9	explored	explore	VERB
cord-354627-y07w2f43	87	10	.	.	PUNCT
cord-354627-y07w2f43	88	1	a	a	DET
cord-354627-y07w2f43	88	2	recent	recent	ADJ
cord-354627-y07w2f43	88	3	paper	paper	NOUN
cord-354627-y07w2f43	88	4	by	by	ADP
cord-354627-y07w2f43	88	5	ardabili	ardabili	PROPN
cord-354627-y07w2f43	88	6	et	et	PROPN
cord-354627-y07w2f43	88	7	al	al	PROPN
cord-354627-y07w2f43	88	8	,	,	PUNCT
cord-354627-y07w2f43	88	9	[	[	X
cord-354627-y07w2f43	88	10	50	50	NUM
cord-354627-y07w2f43	88	11	]	]	PUNCT
cord-354627-y07w2f43	88	12	,	,	PUNCT
cord-354627-y07w2f43	88	13	explored	explore	VERB
cord-354627-y07w2f43	88	14	the	the	DET
cord-354627-y07w2f43	88	15	potential	potential	NOUN
cord-354627-y07w2f43	88	16	of	of	ADP
cord-354627-y07w2f43	88	17	mlp	mlp	PROPN
cord-354627-y07w2f43	88	18	and	and	CCONJ
cord-354627-y07w2f43	88	19	anfis	anfis	PROPN
cord-354627-y07w2f43	88	20	in	in	ADP
cord-354627-y07w2f43	88	21	time	time	NOUN
cord-354627-y07w2f43	88	22	series	series	NOUN
cord-354627-y07w2f43	88	23	prediction	prediction	NOUN
cord-354627-y07w2f43	88	24	of	of	ADP
cord-354627-y07w2f43	88	25	covid-19	covid-19	PROPN
cord-354627-y07w2f43	88	26	in	in	ADP
cord-354627-y07w2f43	88	27	several	several	ADJ
cord-354627-y07w2f43	88	28	countries	country	NOUN
cord-354627-y07w2f43	88	29	.	.	PUNCT
cord-354627-y07w2f43	89	1	contribution	contribution	NOUN
cord-354627-y07w2f43	89	2	of	of	ADP
cord-354627-y07w2f43	89	3	the	the	DET
cord-354627-y07w2f43	89	4	present	present	ADJ
cord-354627-y07w2f43	89	5	paper	paper	NOUN
cord-354627-y07w2f43	89	6	is	be	AUX
cord-354627-y07w2f43	89	7	to	to	PART
cord-354627-y07w2f43	89	8	improve	improve	VERB
cord-354627-y07w2f43	89	9	the	the	DET
cord-354627-y07w2f43	89	10	quality	quality	NOUN
cord-354627-y07w2f43	89	11	of	of	ADP
cord-354627-y07w2f43	89	12	prediction	prediction	NOUN
cord-354627-y07w2f43	89	13	through	through	ADP
cord-354627-y07w2f43	89	14	proposing	propose	VERB
cord-354627-y07w2f43	89	15	a	a	DET
cord-354627-y07w2f43	89	16	hybrid	hybrid	ADJ
cord-354627-y07w2f43	89	17	machine	machine	NOUN
cord-354627-y07w2f43	89	18	learning	learn	VERB
cord-354627-y07w2f43	89	19	and	and	CCONJ
cord-354627-y07w2f43	89	20	compare	compare	VERB
cord-354627-y07w2f43	89	21	the	the	DET
cord-354627-y07w2f43	89	22	results	result	NOUN
cord-354627-y07w2f43	89	23	with	with	ADP
cord-354627-y07w2f43	89	24	anfis	anfis	PROPN
cord-354627-y07w2f43	89	25	.	.	PROPN
cord-354627-y07w2f43	90	1	in	in	ADP
cord-354627-y07w2f43	90	2	the	the	DET
cord-354627-y07w2f43	90	3	present	present	ADJ
cord-354627-y07w2f43	90	4	paper	paper	NOUN
cord-354627-y07w2f43	90	5	the	the	DET
cord-354627-y07w2f43	90	6	time	time	NOUN
cord-354627-y07w2f43	90	7	series	series	NOUN
cord-354627-y07w2f43	90	8	of	of	ADP
cord-354627-y07w2f43	90	9	the	the	DET
cord-354627-y07w2f43	90	10	total	total	ADJ
cord-354627-y07w2f43	90	11	mortality	mortality	NOUN
cord-354627-y07w2f43	90	12	is	be	AUX
cord-354627-y07w2f43	90	13	also	also	ADV
cord-354627-y07w2f43	90	14	included	include	VERB
cord-354627-y07w2f43	90	15	.	.	PUNCT
cord-354627-y07w2f43	91	1	the	the	DET
cord-354627-y07w2f43	91	2	rest	rest	NOUN
cord-354627-y07w2f43	91	3	of	of	ADP
cord-354627-y07w2f43	91	4	this	this	DET
cord-354627-y07w2f43	91	5	paper	paper	NOUN
cord-354627-y07w2f43	91	6	is	be	AUX
cord-354627-y07w2f43	91	7	organized	organize	VERB
cord-354627-y07w2f43	91	8	as	as	SCONJ
cord-354627-y07w2f43	91	9	follows	follow	VERB
cord-354627-y07w2f43	91	10	.	.	PUNCT
cord-354627-y07w2f43	92	1	section	section	NOUN
cord-354627-y07w2f43	92	2	two	two	NUM
cord-354627-y07w2f43	92	3	describes	describe	VERB
cord-354627-y07w2f43	92	4	the	the	DET
cord-354627-y07w2f43	92	5	methods	method	NOUN
cord-354627-y07w2f43	92	6	and	and	CCONJ
cord-354627-y07w2f43	92	7	materials	material	NOUN
cord-354627-y07w2f43	92	8	.	.	PUNCT
cord-354627-y07w2f43	93	1	the	the	DET
cord-354627-y07w2f43	93	2	results	result	NOUN
cord-354627-y07w2f43	93	3	are	be	AUX
cord-354627-y07w2f43	93	4	given	give	VERB
cord-354627-y07w2f43	93	5	in	in	ADP
cord-354627-y07w2f43	93	6	section	section	NOUN
cord-354627-y07w2f43	93	7	three	three	NUM
cord-354627-y07w2f43	93	8	.	.	PUNCT
cord-354627-y07w2f43	94	1	sections	section	NOUN
cord-354627-y07w2f43	94	2	four	four	NUM
cord-354627-y07w2f43	94	3	presents	present	VERB
cord-354627-y07w2f43	94	4	conclusions	conclusion	NOUN
cord-354627-y07w2f43	94	5	.	.	PUNCT
cord-354627-y07w2f43	95	1	dataset	dataset	NOUN
cord-354627-y07w2f43	95	2	is	be	AUX
cord-354627-y07w2f43	95	3	related	relate	VERB
cord-354627-y07w2f43	95	4	to	to	ADP
cord-354627-y07w2f43	95	5	the	the	DET
cord-354627-y07w2f43	95	6	statistical	statistical	ADJ
cord-354627-y07w2f43	95	7	reports	report	NOUN
cord-354627-y07w2f43	95	8	of	of	ADP
cord-354627-y07w2f43	95	9	covid-19	covid-19	NUM
cord-354627-y07w2f43	95	10	cases	case	NOUN
cord-354627-y07w2f43	95	11	and	and	CCONJ
cord-354627-y07w2f43	95	12	mortality	mortality	NOUN
cord-354627-y07w2f43	95	13	rate	rate	NOUN
cord-354627-y07w2f43	95	14	of	of	ADP
cord-354627-y07w2f43	95	15	hungary	hungary	PROPN
cord-354627-y07w2f43	95	16	which	which	PRON
cord-354627-y07w2f43	95	17	is	be	AUX
cord-354627-y07w2f43	95	18	available	available	ADJ
cord-354627-y07w2f43	95	19	at	at	ADP
cord-354627-y07w2f43	95	20	:	:	PUNCT
cord-354627-y07w2f43	95	21	https://www.worldometers.info/coronavirus/country/hungary/.	https://www.worldometers.info/coronavirus/country/hungary/.	PROPN
cord-354627-y07w2f43	95	22	figure	figure	NOUN
cord-354627-y07w2f43	95	23	1	1	NUM
cord-354627-y07w2f43	95	24	and	and	CCONJ
cord-354627-y07w2f43	95	25	2	2	NUM
cord-354627-y07w2f43	95	26	presents	present	VERB
cord-354627-y07w2f43	95	27	the	the	DET
cord-354627-y07w2f43	95	28	total	total	ADJ
cord-354627-y07w2f43	95	29	and	and	CCONJ
cord-354627-y07w2f43	95	30	daily	daily	ADJ
cord-354627-y07w2f43	95	31	reports	report	NOUN
cord-354627-y07w2f43	95	32	of	of	ADP
cord-354627-y07w2f43	95	33	covid-19	covid-19	NUM
cord-354627-y07w2f43	95	34	statistics	statistic	NOUN
cord-354627-y07w2f43	95	35	,	,	PUNCT
cord-354627-y07w2f43	95	36	respectively	respectively	ADV
cord-354627-y07w2f43	95	37	from	from	ADP
cord-354627-y07w2f43	95	38	4	4	NUM
cord-354627-y07w2f43	95	39	-	-	PUNCT
cord-354627-y07w2f43	95	40	march	march	NOUN
cord-354627-y07w2f43	95	41	to	to	ADP
cord-354627-y07w2f43	95	42	19	19	NUM
cord-354627-y07w2f43	95	43	-	-	SYM
cord-354627-y07w2f43	95	44	april	april	PROPN
cord-354627-y07w2f43	95	45	.	.	PUNCT
cord-354627-y07w2f43	95	46	.	.	PUNCT
cord-354627-y07w2f43	96	1	cc	cc	X
cord-354627-y07w2f43	96	2	-	-	PUNCT
cord-354627-y07w2f43	96	3	by	by	ADP
cord-354627-y07w2f43	96	4	4.0	4.0	NUM
cord-354627-y07w2f43	96	5	international	international	ADJ
cord-354627-y07w2f43	96	6	license	license	NOUN
cord-354627-y07w2f43	96	7	it	it	PRON
cord-354627-y07w2f43	96	8	is	be	AUX
cord-354627-y07w2f43	96	9	made	make	VERB
cord-354627-y07w2f43	96	10	available	available	ADJ
cord-354627-y07w2f43	96	11	under	under	ADP
cord-354627-y07w2f43	96	12	a	a	PRON
cord-354627-y07w2f43	96	13	is	be	AUX
cord-354627-y07w2f43	96	14	the	the	DET
cord-354627-y07w2f43	96	15	author	author	NOUN
cord-354627-y07w2f43	96	16	/	/	SYM
cord-354627-y07w2f43	96	17	funder	funder	NOUN
cord-354627-y07w2f43	96	18	,	,	PUNCT
cord-354627-y07w2f43	96	19	who	who	PRON
cord-354627-y07w2f43	96	20	has	have	AUX
cord-354627-y07w2f43	96	21	granted	grant	VERB
cord-354627-y07w2f43	96	22	medrxiv	medrxiv	PROPN
cord-354627-y07w2f43	96	23	a	a	DET
cord-354627-y07w2f43	96	24	license	license	NOUN
cord-354627-y07w2f43	96	25	to	to	PART
cord-354627-y07w2f43	96	26	display	display	VERB
cord-354627-y07w2f43	96	27	the	the	DET
cord-354627-y07w2f43	96	28	preprint	preprint	NOUN
cord-354627-y07w2f43	96	29	in	in	ADP
cord-354627-y07w2f43	96	30	perpetuity	perpetuity	NOUN
cord-354627-y07w2f43	96	31	.	.	PUNCT
cord-354627-y07w2f43	97	1	the	the	DET
cord-354627-y07w2f43	97	2	copyright	copyright	NOUN
cord-354627-y07w2f43	97	3	holder	holder	NOUN
cord-354627-y07w2f43	97	4	for	for	ADP
cord-354627-y07w2f43	97	5	this	this	DET
cord-354627-y07w2f43	97	6	preprint	preprint	NOUN
cord-354627-y07w2f43	97	7	this	this	DET
cord-354627-y07w2f43	97	8	version	version	NOUN
cord-354627-y07w2f43	97	9	posted	post	VERB
cord-354627-y07w2f43	97	10	may	may	PROPN
cord-354627-y07w2f43	97	11	6	6	NUM
cord-354627-y07w2f43	97	12	,	,	PUNCT
cord-354627-y07w2f43	97	13	2020	2020	NUM
cord-354627-y07w2f43	97	14	.	.	PUNCT
cord-354627-y07w2f43	97	15	.	.	PUNCT
cord-354627-y07w2f43	98	1	in	in	ADP
cord-354627-y07w2f43	98	2	the	the	DET
cord-354627-y07w2f43	98	3	present	present	ADJ
cord-354627-y07w2f43	98	4	study	study	NOUN
cord-354627-y07w2f43	98	5	,	,	PUNCT
cord-354627-y07w2f43	98	6	modeling	modeling	NOUN
cord-354627-y07w2f43	98	7	is	be	AUX
cord-354627-y07w2f43	98	8	performed	perform	VERB
cord-354627-y07w2f43	98	9	by	by	ADP
cord-354627-y07w2f43	98	10	machine	machine	NOUN
cord-354627-y07w2f43	98	11	learning	learning	NOUN
cord-354627-y07w2f43	98	12	methods	method	NOUN
cord-354627-y07w2f43	98	13	.	.	PUNCT
cord-354627-y07w2f43	99	1	training	training	NOUN
cord-354627-y07w2f43	99	2	is	be	AUX
cord-354627-y07w2f43	99	3	the	the	DET
cord-354627-y07w2f43	99	4	basis	basis	NOUN
cord-354627-y07w2f43	99	5	of	of	ADP
cord-354627-y07w2f43	99	6	these	these	DET
cord-354627-y07w2f43	99	7	methods	method	NOUN
cord-354627-y07w2f43	99	8	as	as	ADV
cord-354627-y07w2f43	99	9	well	well	ADV
cord-354627-y07w2f43	99	10	as	as	ADP
cord-354627-y07w2f43	99	11	many	many	ADJ
cord-354627-y07w2f43	99	12	artificial	artificial	ADJ
cord-354627-y07w2f43	99	13	intelligence	intelligence	NOUN
cord-354627-y07w2f43	99	14	(	(	PUNCT
cord-354627-y07w2f43	99	15	ai	ai	VERB
cord-354627-y07w2f43	99	16	)	)	PUNCT
cord-354627-y07w2f43	99	17	methods	method	NOUN
cord-354627-y07w2f43	99	18	[	[	X
cord-354627-y07w2f43	99	19	66	66	NUM
cord-354627-y07w2f43	99	20	,	,	PUNCT
cord-354627-y07w2f43	99	21	67	67	NUM
cord-354627-y07w2f43	99	22	]	]	PUNCT
cord-354627-y07w2f43	99	23	.	.	PUNCT
cord-354627-y07w2f43	100	1	according	accord	VERB
cord-354627-y07w2f43	100	2	to	to	ADP
cord-354627-y07w2f43	100	3	some	some	DET
cord-354627-y07w2f43	100	4	psychologists	psychologist	NOUN
cord-354627-y07w2f43	100	5	,	,	PUNCT
cord-354627-y07w2f43	100	6	humans	human	NOUN
cord-354627-y07w2f43	100	7	or	or	CCONJ
cord-354627-y07w2f43	100	8	living	live	VERB
cord-354627-y07w2f43	100	9	things	thing	NOUN
cord-354627-y07w2f43	100	10	interact	interact	VERB
cord-354627-y07w2f43	100	11	with	with	ADP
cord-354627-y07w2f43	100	12	their	their	PRON
cord-354627-y07w2f43	100	13	surroundings	surrounding	NOUN
cord-354627-y07w2f43	100	14	by	by	ADP
cord-354627-y07w2f43	100	15	trial	trial	NOUN
cord-354627-y07w2f43	100	16	and	and	CCONJ
cord-354627-y07w2f43	100	17	error	error	NOUN
cord-354627-y07w2f43	100	18	and	and	CCONJ
cord-354627-y07w2f43	100	19	achieve	achieve	VERB
cord-354627-y07w2f43	100	20	the	the	DET
cord-354627-y07w2f43	100	21	best	good	ADJ
cord-354627-y07w2f43	100	22	performance	performance	NOUN
cord-354627-y07w2f43	100	23	to	to	PART
cord-354627-y07w2f43	100	24	reach	reach	VERB
cord-354627-y07w2f43	100	25	a	a	DET
cord-354627-y07w2f43	100	26	goal	goal	NOUN
cord-354627-y07w2f43	100	27	.	.	PUNCT
cord-354627-y07w2f43	101	1	based	base	VERB
cord-354627-y07w2f43	101	2	on	on	ADP
cord-354627-y07w2f43	101	3	this	this	DET
cord-354627-y07w2f43	101	4	theory	theory	NOUN
cord-354627-y07w2f43	101	5	and	and	CCONJ
cord-354627-y07w2f43	101	6	using	use	VERB
cord-354627-y07w2f43	101	7	the	the	DET
cord-354627-y07w2f43	101	8	ability	ability	NOUN
cord-354627-y07w2f43	101	9	of	of	ADP
cord-354627-y07w2f43	101	10	computers	computer	NOUN
cord-354627-y07w2f43	101	11	to	to	PART
cord-354627-y07w2f43	101	12	repeat	repeat	VERB
cord-354627-y07w2f43	101	13	a	a	DET
cord-354627-y07w2f43	101	14	set	set	NOUN
cord-354627-y07w2f43	101	15	of	of	ADP
cord-354627-y07w2f43	101	16	instructions	instruction	NOUN
cord-354627-y07w2f43	101	17	,	,	PUNCT
cord-354627-y07w2f43	101	18	these	these	DET
cord-354627-y07w2f43	101	19	conditions	condition	NOUN
cord-354627-y07w2f43	101	20	can	can	AUX
cord-354627-y07w2f43	101	21	be	be	AUX
cord-354627-y07w2f43	101	22	provided	provide	VERB
cord-354627-y07w2f43	101	23	for	for	SCONJ
cord-354627-y07w2f43	101	24	computer	computer	NOUN
cord-354627-y07w2f43	101	25	programs	program	NOUN
cord-354627-y07w2f43	101	26	to	to	PART
cord-354627-y07w2f43	101	27	interact	interact	VERB
cord-354627-y07w2f43	101	28	with	with	ADP
cord-354627-y07w2f43	101	29	the	the	DET
cord-354627-y07w2f43	101	30	environment	environment	NOUN
cord-354627-y07w2f43	101	31	by	by	ADP
cord-354627-y07w2f43	101	32	updating	update	VERB
cord-354627-y07w2f43	101	33	values	value	NOUN
cord-354627-y07w2f43	101	34	and	and	CCONJ
cord-354627-y07w2f43	101	35	optimizing	optimize	VERB
cord-354627-y07w2f43	101	36	functions	function	NOUN
cord-354627-y07w2f43	101	37	,	,	PUNCT
cord-354627-y07w2f43	101	38	according	accord	VERB
cord-354627-y07w2f43	101	39	to	to	ADP
cord-354627-y07w2f43	101	40	the	the	DET
cord-354627-y07w2f43	101	41	results	result	NOUN
cord-354627-y07w2f43	101	42	of	of	ADP
cord-354627-y07w2f43	101	43	interaction	interaction	NOUN
cord-354627-y07w2f43	101	44	with	with	ADP
cord-354627-y07w2f43	101	45	the	the	DET
cord-354627-y07w2f43	101	46	environment	environment	NOUN
cord-354627-y07w2f43	101	47	to	to	PART
cord-354627-y07w2f43	101	48	solve	solve	VERB
cord-354627-y07w2f43	101	49	a	a	DET
cord-354627-y07w2f43	101	50	problem	problem	NOUN
cord-354627-y07w2f43	101	51	or	or	CCONJ
cord-354627-y07w2f43	101	52	achieve	achieve	VERB
cord-354627-y07w2f43	101	53	a	a	DET
cord-354627-y07w2f43	101	54	specific	specific	ADJ
cord-354627-y07w2f43	101	55	goal	goal	NOUN
cord-354627-y07w2f43	101	56	.	.	PUNCT
cord-354627-y07w2f43	102	1	how	how	SCONJ
cord-354627-y07w2f43	102	2	to	to	PART
cord-354627-y07w2f43	102	3	update	update	VERB
cord-354627-y07w2f43	102	4	values	value	NOUN
cord-354627-y07w2f43	102	5	and	and	CCONJ
cord-354627-y07w2f43	102	6	parameters	parameter	NOUN
cord-354627-y07w2f43	102	7	in	in	ADP
cord-354627-y07w2f43	102	8	successive	successive	ADJ
cord-354627-y07w2f43	102	9	repetitions	repetition	NOUN
cord-354627-y07w2f43	102	10	by	by	ADP
cord-354627-y07w2f43	102	11	a	a	DET
cord-354627-y07w2f43	102	12	computer	computer	NOUN
cord-354627-y07w2f43	102	13	is	be	AUX
cord-354627-y07w2f43	102	14	called	call	VERB
cord-354627-y07w2f43	102	15	a	a	DET
cord-354627-y07w2f43	102	16	training	training	NOUN
cord-354627-y07w2f43	102	17	algorithm	algorithm	NOUN
cord-354627-y07w2f43	103	1	[	[	X
cord-354627-y07w2f43	103	2	68	68	NUM
cord-354627-y07w2f43	103	3	]	]	PUNCT
cord-354627-y07w2f43	104	1	[	[	X
cord-354627-y07w2f43	104	2	69	69	NUM
cord-354627-y07w2f43	104	3	]	]	PUNCT
cord-354627-y07w2f43	105	1	[	[	X
cord-354627-y07w2f43	105	2	70	70	NUM
cord-354627-y07w2f43	105	3	]	]	PUNCT
cord-354627-y07w2f43	105	4	.	.	PUNCT
cord-354627-y07w2f43	106	1	one	one	NUM
cord-354627-y07w2f43	106	2	of	of	ADP
cord-354627-y07w2f43	106	3	these	these	DET
cord-354627-y07w2f43	106	4	methods	method	NOUN
cord-354627-y07w2f43	106	5	is	be	AUX
cord-354627-y07w2f43	106	6	neural	neural	ADJ
cord-354627-y07w2f43	106	7	networks	network	NOUN
cord-354627-y07w2f43	106	8	(	(	PUNCT
cord-354627-y07w2f43	106	9	nn	nn	PROPN
cord-354627-y07w2f43	106	10	)	)	PUNCT
cord-354627-y07w2f43	106	11	,	,	PUNCT
cord-354627-y07w2f43	106	12	according	accord	VERB
cord-354627-y07w2f43	106	13	to	to	ADP
cord-354627-y07w2f43	106	14	which	which	PRON
cord-354627-y07w2f43	106	15	the	the	DET
cord-354627-y07w2f43	106	16	modeling	modeling	NOUN
cord-354627-y07w2f43	106	17	of	of	ADP
cord-354627-y07w2f43	106	18	the	the	DET
cord-354627-y07w2f43	106	19	connection	connection	NOUN
cord-354627-y07w2f43	106	20	of	of	ADP
cord-354627-y07w2f43	106	21	neurons	neuron	NOUN
cord-354627-y07w2f43	106	22	in	in	ADP
cord-354627-y07w2f43	106	23	the	the	DET
cord-354627-y07w2f43	106	24	human	human	ADJ
cord-354627-y07w2f43	106	25	brain	brain	NOUN
cord-354627-y07w2f43	106	26	,	,	PUNCT
cord-354627-y07w2f43	106	27	software	software	NOUN
cord-354627-y07w2f43	106	28	programs	program	NOUN
cord-354627-y07w2f43	106	29	were	be	AUX
cord-354627-y07w2f43	106	30	designed	design	VERB
cord-354627-y07w2f43	106	31	to	to	PART
cord-354627-y07w2f43	106	32	solve	solve	VERB
cord-354627-y07w2f43	106	33	various	various	ADJ
cord-354627-y07w2f43	106	34	problems	problem	NOUN
cord-354627-y07w2f43	106	35	.	.	PUNCT
cord-354627-y07w2f43	107	1	to	to	PART
cord-354627-y07w2f43	107	2	solve	solve	VERB
cord-354627-y07w2f43	107	3	these	these	DET
cord-354627-y07w2f43	107	4	problems	problem	NOUN
cord-354627-y07w2f43	107	5	,	,	PUNCT
cord-354627-y07w2f43	107	6	operational	operational	ADJ
cord-354627-y07w2f43	107	7	nn	nn	NOUN
cord-354627-y07w2f43	107	8	such	such	ADJ
cord-354627-y07w2f43	107	9	as	as	ADP
cord-354627-y07w2f43	107	10	classification	classification	NOUN
cord-354627-y07w2f43	107	11	,	,	PUNCT
cord-354627-y07w2f43	107	12	clustering	clustering	NOUN
cord-354627-y07w2f43	107	13	,	,	PUNCT
cord-354627-y07w2f43	107	14	or	or	CCONJ
cord-354627-y07w2f43	107	15	function	function	NOUN
cord-354627-y07w2f43	107	16	approximation	approximation	NOUN
cord-354627-y07w2f43	107	17	are	be	AUX
cord-354627-y07w2f43	107	18	performed	perform	VERB
cord-354627-y07w2f43	107	19	using	use	VERB
cord-354627-y07w2f43	107	20	appropriate	appropriate	ADJ
cord-354627-y07w2f43	107	21	learning	learning	NOUN
cord-354627-y07w2f43	107	22	methods	method	NOUN
cord-354627-y07w2f43	107	23	[	[	PUNCT
cord-354627-y07w2f43	107	24	71	71	NUM
cord-354627-y07w2f43	107	25	,	,	PUNCT
cord-354627-y07w2f43	107	26	72	72	NUM
cord-354627-y07w2f43	107	27	]	]	PUNCT
cord-354627-y07w2f43	107	28	.	.	PUNCT
cord-354627-y07w2f43	108	1	the	the	DET
cord-354627-y07w2f43	108	2	training	training	NOUN
cord-354627-y07w2f43	108	3	of	of	ADP
cord-354627-y07w2f43	108	4	the	the	DET
cord-354627-y07w2f43	108	5	algorithm	algorithm	NOUN
cord-354627-y07w2f43	108	6	is	be	AUX
cord-354627-y07w2f43	108	7	the	the	DET
cord-354627-y07w2f43	108	8	initial	initial	ADJ
cord-354627-y07w2f43	108	9	and	and	CCONJ
cord-354627-y07w2f43	108	10	the	the	DET
cord-354627-y07w2f43	108	11	important	important	ADJ
cord-354627-y07w2f43	108	12	step	step	NOUN
cord-354627-y07w2f43	108	13	for	for	ADP
cord-354627-y07w2f43	108	14	developing	develop	VERB
cord-354627-y07w2f43	108	15	a	a	DET
cord-354627-y07w2f43	108	16	model	model	NOUN
cord-354627-y07w2f43	108	17	[	[	X
cord-354627-y07w2f43	108	18	73	73	NUM
cord-354627-y07w2f43	108	19	,	,	PUNCT
cord-354627-y07w2f43	108	20	74	74	NUM
cord-354627-y07w2f43	108	21	]	]	PUNCT
cord-354627-y07w2f43	108	22	.	.	PUNCT
cord-354627-y07w2f43	109	1	developing	develop	VERB
cord-354627-y07w2f43	109	2	a	a	DET
cord-354627-y07w2f43	109	3	predictive	predictive	NOUN
cord-354627-y07w2f43	109	4	ai	ai	AUX
cord-354627-y07w2f43	109	5	model	model	NOUN
cord-354627-y07w2f43	109	6	requires	require	VERB
cord-354627-y07w2f43	109	7	a	a	DET
cord-354627-y07w2f43	109	8	dataset	dataset	NOUN
cord-354627-y07w2f43	109	9	categorized	categorize	VERB
cord-354627-y07w2f43	109	10	into	into	ADP
cord-354627-y07w2f43	109	11	two	two	NUM
cord-354627-y07w2f43	109	12	sections	section	NOUN
cord-354627-y07w2f43	109	13	i.e.	i.e.	X
cord-354627-y07w2f43	109	14	input(s	input(s	PROPN
cord-354627-y07w2f43	109	15	)	)	PUNCT
cord-354627-y07w2f43	109	16	(	(	PUNCT
cord-354627-y07w2f43	109	17	as	as	ADP
cord-354627-y07w2f43	109	18	independent	independent	ADJ
cord-354627-y07w2f43	109	19	variable(s	variable(s	NOUN
cord-354627-y07w2f43	109	20	)	)	PUNCT
cord-354627-y07w2f43	109	21	)	)	PUNCT
cord-354627-y07w2f43	109	22	and	and	CCONJ
cord-354627-y07w2f43	109	23	output(s	output(s	PROPN
cord-354627-y07w2f43	109	24	)	)	PUNCT
cord-354627-y07w2f43	109	25	(	(	PUNCT
cord-354627-y07w2f43	109	26	as	as	ADP
cord-354627-y07w2f43	109	27	dependent	dependent	ADJ
cord-354627-y07w2f43	109	28	variable(s	variable(s	NOUN
cord-354627-y07w2f43	109	29	)	)	PUNCT
cord-354627-y07w2f43	109	30	)	)	PUNCT
cord-354627-y07w2f43	110	1	[	[	X
cord-354627-y07w2f43	110	2	75	75	NUM
cord-354627-y07w2f43	110	3	]	]	PUNCT
cord-354627-y07w2f43	110	4	.	.	PUNCT
cord-354627-y07w2f43	111	1	in	in	ADP
cord-354627-y07w2f43	111	2	the	the	DET
cord-354627-y07w2f43	111	3	present	present	ADJ
cord-354627-y07w2f43	111	4	study	study	NOUN
cord-354627-y07w2f43	111	5	,	,	PUNCT
cord-354627-y07w2f43	111	6	time	time	NOUN
cord-354627-y07w2f43	111	7	-	-	PUNCT
cord-354627-y07w2f43	111	8	series	series	NOUN
cord-354627-y07w2f43	111	9	data	datum	NOUN
cord-354627-y07w2f43	111	10	have	have	AUX
cord-354627-y07w2f43	111	11	been	be	AUX
cord-354627-y07w2f43	111	12	considered	consider	VERB
cord-354627-y07w2f43	111	13	as	as	ADP
cord-354627-y07w2f43	111	14	the	the	DET
cord-354627-y07w2f43	111	15	independent	independent	ADJ
cord-354627-y07w2f43	111	16	variables	variable	NOUN
cord-354627-y07w2f43	111	17	for	for	ADP
cord-354627-y07w2f43	111	18	the	the	DET
cord-354627-y07w2f43	111	19	prediction	prediction	NOUN
cord-354627-y07w2f43	111	20	of	of	ADP
cord-354627-y07w2f43	111	21	covid-19	covid-19	PROPN
cord-354627-y07w2f43	111	22	cases	case	NOUN
cord-354627-y07w2f43	111	23	and	and	CCONJ
cord-354627-y07w2f43	111	24	mortality	mortality	NOUN
cord-354627-y07w2f43	111	25	rate	rate	NOUN
cord-354627-y07w2f43	111	26	(	(	PUNCT
cord-354627-y07w2f43	111	27	as	as	ADP
cord-354627-y07w2f43	111	28	dependent	dependent	ADJ
cord-354627-y07w2f43	111	29	variables	variable	NOUN
cord-354627-y07w2f43	111	30	)	)	PUNCT
cord-354627-y07w2f43	111	31	.	.	PUNCT
cord-354627-y07w2f43	112	1	time	time	NOUN
cord-354627-y07w2f43	112	2	-	-	PUNCT
cord-354627-y07w2f43	112	3	series	series	NOUN
cord-354627-y07w2f43	112	4	dataset	dataset	NOUN
cord-354627-y07w2f43	112	5	was	be	AUX
cord-354627-y07w2f43	112	6	prepared	prepare	VERB
cord-354627-y07w2f43	112	7	based	base	VERB
cord-354627-y07w2f43	112	8	on	on	ADP
cord-354627-y07w2f43	112	9	two	two	NUM
cord-354627-y07w2f43	112	10	scenarios	scenario	NOUN
cord-354627-y07w2f43	112	11	as	as	SCONJ
cord-354627-y07w2f43	112	12	described	describe	VERB
cord-354627-y07w2f43	112	13	in	in	ADP
cord-354627-y07w2f43	112	14	table	table	NOUN
cord-354627-y07w2f43	112	15	1	1	NUM
cord-354627-y07w2f43	112	16	.	.	PUNCT
cord-354627-y07w2f43	113	1	the	the	DET
cord-354627-y07w2f43	113	2	first	first	ADJ
cord-354627-y07w2f43	113	3	scenario	scenario	NOUN
cord-354627-y07w2f43	113	4	categorizes	categorize	VERB
cord-354627-y07w2f43	113	5	the	the	DET
cord-354627-y07w2f43	113	6	time	time	NOUN
cord-354627-y07w2f43	113	7	-	-	PUNCT
cord-354627-y07w2f43	113	8	series	series	NOUN
cord-354627-y07w2f43	113	9	data	datum	NOUN
cord-354627-y07w2f43	113	10	into	into	ADP
cord-354627-y07w2f43	113	11	four	four	NUM
cord-354627-y07w2f43	113	12	inputs	input	NOUN
cord-354627-y07w2f43	113	13	for	for	ADP
cord-354627-y07w2f43	113	14	the	the	DET
cord-354627-y07w2f43	113	15	last	last	ADJ
cord-354627-y07w2f43	113	16	four	four	NUM
cord-354627-y07w2f43	113	17	consequently	consequently	ADV
cord-354627-y07w2f43	113	18	odd	odd	ADJ
cord-354627-y07w2f43	113	19	days	day	NOUN
cord-354627-y07w2f43	113	20	'	'	PART
cord-354627-y07w2f43	113	21	cases	case	NOUN
cord-354627-y07w2f43	113	22	or	or	CCONJ
cord-354627-y07w2f43	113	23	mortality	mortality	NOUN
cord-354627-y07w2f43	113	24	rate	rate	NOUN
cord-354627-y07w2f43	113	25	for	for	ADP
cord-354627-y07w2f43	113	26	the	the	DET
cord-354627-y07w2f43	113	27	prediction	prediction	NOUN
cord-354627-y07w2f43	113	28	of	of	ADP
cord-354627-y07w2f43	113	29	xt	xt	PROPN
cord-354627-y07w2f43	113	30	as	as	ADP
cord-354627-y07w2f43	113	31	the	the	DET
cord-354627-y07w2f43	113	32	next	next	ADJ
cord-354627-y07w2f43	113	33	day	day	NOUN
cord-354627-y07w2f43	113	34	's	's	PART
cord-354627-y07w2f43	113	35	case	case	NOUN
cord-354627-y07w2f43	113	36	or	or	CCONJ
cord-354627-y07w2f43	113	37	mortality	mortality	NOUN
cord-354627-y07w2f43	113	38	rate	rate	NOUN
cord-354627-y07w2f43	113	39	,	,	PUNCT
cord-354627-y07w2f43	113	40	and	and	CCONJ
cord-354627-y07w2f43	113	41	the	the	DET
cord-354627-y07w2f43	113	42	second	second	ADJ
cord-354627-y07w2f43	113	43	scenario	scenario	NOUN
cord-354627-y07w2f43	113	44	categorizes	categorize	VERB
cord-354627-y07w2f43	113	45	the	the	DET
cord-354627-y07w2f43	113	46	time	time	NOUN
cord-354627-y07w2f43	113	47	-	-	PUNCT
cord-354627-y07w2f43	113	48	series	series	NOUN
cord-354627-y07w2f43	113	49	data	datum	NOUN
cord-354627-y07w2f43	113	50	into	into	ADP
cord-354627-y07w2f43	113	51	four	four	NUM
cord-354627-y07w2f43	113	52	inputs	input	NOUN
cord-354627-y07w2f43	113	53	for	for	ADP
cord-354627-y07w2f43	113	54	the	the	DET
cord-354627-y07w2f43	113	55	last	last	ADJ
cord-354627-y07w2f43	113	56	four	four	NUM
cord-354627-y07w2f43	113	57	consequently	consequently	ADV
cord-354627-y07w2f43	113	58	even	even	ADJ
cord-354627-y07w2f43	113	59	days	day	NOUN
cord-354627-y07w2f43	113	60	'	'	PART
cord-354627-y07w2f43	113	61	cases	case	NOUN
cord-354627-y07w2f43	113	62	or	or	CCONJ
cord-354627-y07w2f43	113	63	mortality	mortality	NOUN
cord-354627-y07w2f43	113	64	rate	rate	NOUN
cord-354627-y07w2f43	113	65	for	for	ADP
cord-354627-y07w2f43	113	66	the	the	DET
cord-354627-y07w2f43	113	67	prediction	prediction	NOUN
cord-354627-y07w2f43	113	68	of	of	ADP
cord-354627-y07w2f43	113	69	xt	xt	PROPN
cord-354627-y07w2f43	113	70	as	as	ADP
cord-354627-y07w2f43	113	71	the	the	DET
cord-354627-y07w2f43	113	72	next	next	ADJ
cord-354627-y07w2f43	113	73	day	day	NOUN
cord-354627-y07w2f43	113	74	's	's	PART
cord-354627-y07w2f43	113	75	case	case	NOUN
cord-354627-y07w2f43	113	76	or	or	CCONJ
cord-354627-y07w2f43	113	77	mortality	mortality	NOUN
cord-354627-y07w2f43	113	78	rate	rate	NOUN
cord-354627-y07w2f43	113	79	.	.	PUNCT
cord-354627-y07w2f43	113	80	.	.	PUNCT
cord-354627-y07w2f43	114	1	cc	cc	X
cord-354627-y07w2f43	114	2	-	-	PUNCT
cord-354627-y07w2f43	114	3	by	by	ADP
cord-354627-y07w2f43	114	4	4.0	4.0	NUM
cord-354627-y07w2f43	114	5	international	international	ADJ
cord-354627-y07w2f43	114	6	license	license	NOUN
cord-354627-y07w2f43	114	7	it	it	PRON
cord-354627-y07w2f43	114	8	is	be	AUX
cord-354627-y07w2f43	114	9	made	make	VERB
cord-354627-y07w2f43	114	10	available	available	ADJ
cord-354627-y07w2f43	114	11	under	under	ADP
cord-354627-y07w2f43	114	12	a	a	PRON
cord-354627-y07w2f43	114	13	is	be	AUX
cord-354627-y07w2f43	114	14	the	the	DET
cord-354627-y07w2f43	114	15	author	author	NOUN
cord-354627-y07w2f43	114	16	/	/	SYM
cord-354627-y07w2f43	114	17	funder	funder	NOUN
cord-354627-y07w2f43	114	18	,	,	PUNCT
cord-354627-y07w2f43	114	19	who	who	PRON
cord-354627-y07w2f43	114	20	has	have	AUX
cord-354627-y07w2f43	114	21	granted	grant	VERB
cord-354627-y07w2f43	114	22	medrxiv	medrxiv	PROPN
cord-354627-y07w2f43	114	23	a	a	DET
cord-354627-y07w2f43	114	24	license	license	NOUN
cord-354627-y07w2f43	114	25	to	to	PART
cord-354627-y07w2f43	114	26	display	display	VERB
cord-354627-y07w2f43	114	27	the	the	DET
cord-354627-y07w2f43	114	28	preprint	preprint	NOUN
cord-354627-y07w2f43	114	29	in	in	ADP
cord-354627-y07w2f43	114	30	perpetuity	perpetuity	NOUN
cord-354627-y07w2f43	114	31	.	.	PUNCT
cord-354627-y07w2f43	115	1	the	the	DET
cord-354627-y07w2f43	115	2	copyright	copyright	NOUN
cord-354627-y07w2f43	115	3	holder	holder	NOUN
cord-354627-y07w2f43	115	4	for	for	ADP
cord-354627-y07w2f43	115	5	this	this	DET
cord-354627-y07w2f43	115	6	preprint	preprint	NOUN
cord-354627-y07w2f43	115	7	this	this	DET
cord-354627-y07w2f43	115	8	version	version	NOUN
cord-354627-y07w2f43	115	9	posted	post	VERB
cord-354627-y07w2f43	115	10	may	may	PROPN
cord-354627-y07w2f43	115	11	6	6	NUM
cord-354627-y07w2f43	115	12	,	,	PUNCT
cord-354627-y07w2f43	115	13	2020	2020	NUM
cord-354627-y07w2f43	115	14	.	.	PUNCT
cord-354627-y07w2f43	115	15	.	.	PUNCT
cord-354627-y07w2f43	116	1	[	[	X
cord-354627-y07w2f43	116	2	76	76	NUM
cord-354627-y07w2f43	116	3	,	,	PUNCT
cord-354627-y07w2f43	116	4	77	77	NUM
cord-354627-y07w2f43	116	5	]	]	PUNCT
cord-354627-y07w2f43	116	6	.	.	PUNCT
cord-354627-y07w2f43	117	1	for	for	ADP
cord-354627-y07w2f43	117	2	this	this	DET
cord-354627-y07w2f43	117	3	reason	reason	NOUN
cord-354627-y07w2f43	117	4	,	,	PUNCT
cord-354627-y07w2f43	117	5	hybrid	hybrid	ADJ
cord-354627-y07w2f43	117	6	methods	method	NOUN
cord-354627-y07w2f43	117	7	have	have	AUX
cord-354627-y07w2f43	117	8	been	be	AUX
cord-354627-y07w2f43	117	9	growing	grow	VERB
cord-354627-y07w2f43	117	10	up	up	ADP
cord-354627-y07w2f43	117	11	[	[	PUNCT
cord-354627-y07w2f43	117	12	76	76	NUM
cord-354627-y07w2f43	117	13	,	,	PUNCT
cord-354627-y07w2f43	117	14	77	77	NUM
cord-354627-y07w2f43	117	15	]	]	PUNCT
cord-354627-y07w2f43	117	16	.	.	PUNCT
cord-354627-y07w2f43	118	1	hybrid	hybrid	ADJ
cord-354627-y07w2f43	118	2	methods	method	NOUN
cord-354627-y07w2f43	118	3	contain	contain	VERB
cord-354627-y07w2f43	118	4	a	a	DET
cord-354627-y07w2f43	118	5	predictor	predictor	NOUN
cord-354627-y07w2f43	118	6	and	and	CCONJ
cord-354627-y07w2f43	118	7	one	one	NUM
cord-354627-y07w2f43	118	8	or	or	CCONJ
cord-354627-y07w2f43	118	9	more	more	ADJ
cord-354627-y07w2f43	118	10	optimizer	optimizer	NOUN
cord-354627-y07w2f43	118	11	[	[	PUNCT
cord-354627-y07w2f43	118	12	76	76	NUM
cord-354627-y07w2f43	118	13	,	,	PUNCT
cord-354627-y07w2f43	118	14	77	77	NUM
cord-354627-y07w2f43	118	15	]	]	PUNCT
cord-354627-y07w2f43	118	16	.	.	PUNCT
cord-354627-y07w2f43	119	1	the	the	DET
cord-354627-y07w2f43	119	2	present	present	ADJ
cord-354627-y07w2f43	119	3	study	study	NOUN
cord-354627-y07w2f43	119	4	develops	develop	VERB
cord-354627-y07w2f43	119	5	a	a	DET
cord-354627-y07w2f43	119	6	hybrid	hybrid	ADJ
cord-354627-y07w2f43	119	7	mlp	mlp	NOUN
cord-354627-y07w2f43	119	8	-	-	PUNCT
cord-354627-y07w2f43	119	9	ica	ica	NOUN
cord-354627-y07w2f43	119	10	method	method	NOUN
cord-354627-y07w2f43	119	11	as	as	ADP
cord-354627-y07w2f43	119	12	a	a	DET
cord-354627-y07w2f43	119	13	robust	robust	ADJ
cord-354627-y07w2f43	119	14	hybrid	hybrid	ADJ
cord-354627-y07w2f43	119	15	algorithm	algorithm	NOUN
cord-354627-y07w2f43	119	16	for	for	ADP
cord-354627-y07w2f43	119	17	developing	develop	VERB
cord-354627-y07w2f43	119	18	a	a	DET
cord-354627-y07w2f43	119	19	platform	platform	NOUN
cord-354627-y07w2f43	119	20	for	for	ADP
cord-354627-y07w2f43	119	21	predicting	predict	VERB
cord-354627-y07w2f43	119	22	the	the	DET
cord-354627-y07w2f43	119	23	covid-19	covid-19	PROPN
cord-354627-y07w2f43	119	24	cases	case	NOUN
cord-354627-y07w2f43	119	25	and	and	CCONJ
cord-354627-y07w2f43	119	26	mortality	mortality	NOUN
cord-354627-y07w2f43	119	27	rate	rate	NOUN
cord-354627-y07w2f43	119	28	in	in	ADP
cord-354627-y07w2f43	119	29	hungary	hungary	PROPN
cord-354627-y07w2f43	119	30	.	.	PUNCT
cord-354627-y07w2f43	120	1	the	the	DET
cord-354627-y07w2f43	120	2	ica	ica	PROPN
cord-354627-y07w2f43	120	3	is	be	AUX
cord-354627-y07w2f43	120	4	a	a	DET
cord-354627-y07w2f43	120	5	method	method	NOUN
cord-354627-y07w2f43	120	6	in	in	ADP
cord-354627-y07w2f43	120	7	the	the	DET
cord-354627-y07w2f43	120	8	field	field	NOUN
cord-354627-y07w2f43	120	9	of	of	ADP
cord-354627-y07w2f43	120	10	evolutionary	evolutionary	ADJ
cord-354627-y07w2f43	120	11	calculations	calculation	NOUN
cord-354627-y07w2f43	120	12	that	that	PRON
cord-354627-y07w2f43	120	13	seeks	seek	VERB
cord-354627-y07w2f43	120	14	to	to	PART
cord-354627-y07w2f43	120	15	find	find	VERB
cord-354627-y07w2f43	120	16	the	the	DET
cord-354627-y07w2f43	120	17	optimal	optimal	ADJ
cord-354627-y07w2f43	120	18	answer	answer	NOUN
cord-354627-y07w2f43	120	19	to	to	ADP
cord-354627-y07w2f43	120	20	various	various	ADJ
cord-354627-y07w2f43	120	21	optimization	optimization	NOUN
cord-354627-y07w2f43	120	22	problems	problem	NOUN
cord-354627-y07w2f43	120	23	.	.	PUNCT
cord-354627-y07w2f43	121	1	this	this	DET
cord-354627-y07w2f43	121	2	algorithm	algorithm	NOUN
cord-354627-y07w2f43	121	3	,	,	PUNCT
cord-354627-y07w2f43	121	4	by	by	ADP
cord-354627-y07w2f43	121	5	mathematical	mathematical	ADJ
cord-354627-y07w2f43	121	6	modeling	modeling	NOUN
cord-354627-y07w2f43	121	7	,	,	PUNCT
cord-354627-y07w2f43	121	8	provides	provide	VERB
cord-354627-y07w2f43	121	9	a	a	DET
cord-354627-y07w2f43	121	10	socio	socio	NOUN
cord-354627-y07w2f43	121	11	-	-	ADJ
cord-354627-y07w2f43	121	12	political	political	ADJ
cord-354627-y07w2f43	121	13	evolutionary	evolutionary	ADJ
cord-354627-y07w2f43	121	14	algorithm	algorithm	NOUN
cord-354627-y07w2f43	121	15	for	for	ADP
cord-354627-y07w2f43	121	16	solving	solve	VERB
cord-354627-y07w2f43	121	17	mathematical	mathematical	ADJ
cord-354627-y07w2f43	121	18	optimization	optimization	NOUN
cord-354627-y07w2f43	121	19	problems	problem	NOUN
cord-354627-y07w2f43	121	20	[	[	X
cord-354627-y07w2f43	121	21	78	78	NUM
cord-354627-y07w2f43	121	22	]	]	PUNCT
cord-354627-y07w2f43	121	23	.	.	PUNCT
cord-354627-y07w2f43	122	1	like	like	ADP
cord-354627-y07w2f43	122	2	the	the	DET
cord-354627-y07w2f43	122	3	all	all	DET
cord-354627-y07w2f43	122	4	algorithms	algorithm	NOUN
cord-354627-y07w2f43	122	5	in	in	ADP
cord-354627-y07w2f43	122	6	this	this	DET
cord-354627-y07w2f43	122	7	category	category	NOUN
cord-354627-y07w2f43	122	8	,	,	PUNCT
cord-354627-y07w2f43	122	9	the	the	DET
cord-354627-y07w2f43	122	10	ica	ica	NOUN
cord-354627-y07w2f43	122	11	constitutes	constitute	VERB
cord-354627-y07w2f43	122	12	a	a	DET
cord-354627-y07w2f43	122	13	primary	primary	ADJ
cord-354627-y07w2f43	122	14	set	set	NOUN
cord-354627-y07w2f43	122	15	of	of	ADP
cord-354627-y07w2f43	122	16	possible	possible	ADJ
cord-354627-y07w2f43	122	17	answers	answer	NOUN
cord-354627-y07w2f43	122	18	.	.	PUNCT
cord-354627-y07w2f43	123	1	these	these	DET
cord-354627-y07w2f43	123	2	answers	answer	NOUN
cord-354627-y07w2f43	123	3	are	be	AUX
cord-354627-y07w2f43	123	4	known	know	VERB
cord-354627-y07w2f43	123	5	as	as	ADP
cord-354627-y07w2f43	123	6	countries	country	NOUN
cord-354627-y07w2f43	123	7	in	in	ADP
cord-354627-y07w2f43	123	8	the	the	DET
cord-354627-y07w2f43	123	9	ica	ica	PROPN
cord-354627-y07w2f43	123	10	.	.	PUNCT
cord-354627-y07w2f43	124	1	the	the	DET
cord-354627-y07w2f43	124	2	ica	ica	PROPN
cord-354627-y07w2f43	124	3	gradually	gradually	ADV
cord-354627-y07w2f43	124	4	improves	improve	VERB
cord-354627-y07w2f43	124	5	the	the	DET
cord-354627-y07w2f43	124	6	initial	initial	ADJ
cord-354627-y07w2f43	124	7	responses	response	NOUN
cord-354627-y07w2f43	124	8	(	(	PUNCT
cord-354627-y07w2f43	124	9	countries	country	NOUN
cord-354627-y07w2f43	124	10	)	)	PUNCT
cord-354627-y07w2f43	124	11	and	and	CCONJ
cord-354627-y07w2f43	124	12	ultimately	ultimately	ADV
cord-354627-y07w2f43	124	13	provides	provide	VERB
cord-354627-y07w2f43	124	14	the	the	DET
cord-354627-y07w2f43	124	15	appropriate	appropriate	ADJ
cord-354627-y07w2f43	124	16	answer	answer	NOUN
cord-354627-y07w2f43	124	17	to	to	ADP
cord-354627-y07w2f43	124	18	the	the	DET
cord-354627-y07w2f43	124	19	optimization	optimization	NOUN
cord-354627-y07w2f43	124	20	problem	problem	NOUN
cord-354627-y07w2f43	124	21	[	[	X
cord-354627-y07w2f43	124	22	78	78	NUM
cord-354627-y07w2f43	124	23	,	,	PUNCT
cord-354627-y07w2f43	124	24	79	79	NUM
cord-354627-y07w2f43	124	25	]	]	PUNCT
cord-354627-y07w2f43	124	26	.	.	PUNCT
cord-354627-y07w2f43	125	1	the	the	DET
cord-354627-y07w2f43	125	2	algorithms	algorithm	NOUN
cord-354627-y07w2f43	125	3	are	be	AUX
cord-354627-y07w2f43	125	4	based	base	VERB
cord-354627-y07w2f43	125	5	on	on	ADP
cord-354627-y07w2f43	125	6	the	the	DET
cord-354627-y07w2f43	125	7	policy	policy	NOUN
cord-354627-y07w2f43	125	8	of	of	ADP
cord-354627-y07w2f43	125	9	assimilation	assimilation	NOUN
cord-354627-y07w2f43	125	10	,	,	PUNCT
cord-354627-y07w2f43	125	11	imperialist	imperialist	ADJ
cord-354627-y07w2f43	125	12	competition	competition	NOUN
cord-354627-y07w2f43	125	13	and	and	CCONJ
cord-354627-y07w2f43	125	14	revolution	revolution	NOUN
cord-354627-y07w2f43	125	15	.	.	PUNCT
cord-354627-y07w2f43	126	1	this	this	DET
cord-354627-y07w2f43	126	2	algorithm	algorithm	NOUN
cord-354627-y07w2f43	126	3	,	,	PUNCT
cord-354627-y07w2f43	126	4	by	by	ADP
cord-354627-y07w2f43	126	5	imitating	imitate	VERB
cord-354627-y07w2f43	126	6	the	the	DET
cord-354627-y07w2f43	126	7	process	process	NOUN
cord-354627-y07w2f43	126	8	of	of	ADP
cord-354627-y07w2f43	126	9	social	social	ADJ
cord-354627-y07w2f43	126	10	,	,	PUNCT
cord-354627-y07w2f43	126	11	economic	economic	ADJ
cord-354627-y07w2f43	126	12	,	,	PUNCT
cord-354627-y07w2f43	126	13	and	and	CCONJ
cord-354627-y07w2f43	126	14	political	political	ADJ
cord-354627-y07w2f43	126	15	development	development	NOUN
cord-354627-y07w2f43	126	16	of	of	ADP
cord-354627-y07w2f43	126	17	countries	country	NOUN
cord-354627-y07w2f43	126	18	and	and	CCONJ
cord-354627-y07w2f43	126	19	by	by	ADP
cord-354627-y07w2f43	126	20	mathematical	mathematical	ADJ
cord-354627-y07w2f43	126	21	modeling	modeling	NOUN
cord-354627-y07w2f43	126	22	of	of	ADP
cord-354627-y07w2f43	126	23	parts	part	NOUN
cord-354627-y07w2f43	126	24	of	of	ADP
cord-354627-y07w2f43	126	25	this	this	DET
cord-354627-y07w2f43	126	26	process	process	NOUN
cord-354627-y07w2f43	126	27	,	,	PUNCT
cord-354627-y07w2f43	126	28	provides	provide	VERB
cord-354627-y07w2f43	126	29	operators	operator	NOUN
cord-354627-y07w2f43	126	30	in	in	ADP
cord-354627-y07w2f43	126	31	the	the	DET
cord-354627-y07w2f43	126	32	form	form	NOUN
cord-354627-y07w2f43	126	33	of	of	ADP
cord-354627-y07w2f43	126	34	a	a	DET
cord-354627-y07w2f43	126	35	regular	regular	ADJ
cord-354627-y07w2f43	126	36	algorithm	algorithm	NOUN
cord-354627-y07w2f43	126	37	that	that	PRON
cord-354627-y07w2f43	126	38	can	can	AUX
cord-354627-y07w2f43	126	39	help	help	VERB
cord-354627-y07w2f43	126	40	to	to	PART
cord-354627-y07w2f43	126	41	solve	solve	VERB
cord-354627-y07w2f43	126	42	complex	complex	ADJ
cord-354627-y07w2f43	126	43	optimization	optimization	NOUN
cord-354627-y07w2f43	126	44	problems	problem	NOUN
cord-354627-y07w2f43	126	45	[	[	X
cord-354627-y07w2f43	126	46	78	78	NUM
cord-354627-y07w2f43	126	47	,	,	PUNCT
cord-354627-y07w2f43	126	48	80	80	NUM
cord-354627-y07w2f43	126	49	]	]	PUNCT
cord-354627-y07w2f43	126	50	.	.	PUNCT
cord-354627-y07w2f43	127	1	in	in	ADP
cord-354627-y07w2f43	127	2	fact	fact	NOUN
cord-354627-y07w2f43	127	3	,	,	PUNCT
cord-354627-y07w2f43	127	4	this	this	DET
cord-354627-y07w2f43	127	5	algorithm	algorithm	NOUN
cord-354627-y07w2f43	127	6	looks	look	VERB
cord-354627-y07w2f43	127	7	at	at	ADP
cord-354627-y07w2f43	127	8	the	the	DET
cord-354627-y07w2f43	127	9	answers	answer	NOUN
cord-354627-y07w2f43	127	10	to	to	ADP
cord-354627-y07w2f43	127	11	the	the	DET
cord-354627-y07w2f43	127	12	optimization	optimization	NOUN
cord-354627-y07w2f43	127	13	problem	problem	NOUN
cord-354627-y07w2f43	127	14	in	in	ADP
cord-354627-y07w2f43	127	15	the	the	DET
cord-354627-y07w2f43	127	16	form	form	NOUN
cord-354627-y07w2f43	127	17	of	of	ADP
cord-354627-y07w2f43	127	18	countries	country	NOUN
cord-354627-y07w2f43	127	19	and	and	CCONJ
cord-354627-y07w2f43	127	20	tries	try	VERB
cord-354627-y07w2f43	127	21	to	to	PART
cord-354627-y07w2f43	127	22	gradually	gradually	ADV
cord-354627-y07w2f43	127	23	improve	improve	VERB
cord-354627-y07w2f43	127	24	these	these	DET
cord-354627-y07w2f43	127	25	answers	answer	NOUN
cord-354627-y07w2f43	127	26	during	during	ADP
cord-354627-y07w2f43	127	27	a	a	DET
cord-354627-y07w2f43	127	28	repetitive	repetitive	ADJ
cord-354627-y07w2f43	127	29	process	process	NOUN
cord-354627-y07w2f43	127	30	and	and	CCONJ
cord-354627-y07w2f43	127	31	eventually	eventually	ADV
cord-354627-y07w2f43	127	32	reach	reach	VERB
cord-354627-y07w2f43	127	33	the	the	DET
cord-354627-y07w2f43	127	34	optimal	optimal	ADJ
cord-354627-y07w2f43	127	35	answer	answer	NOUN
cord-354627-y07w2f43	127	36	to	to	ADP
cord-354627-y07w2f43	127	37	the	the	DET
cord-354627-y07w2f43	127	38	problem	problem	NOUN
cord-354627-y07w2f43	127	39	[	[	PUNCT
cord-354627-y07w2f43	127	40	78	78	NUM
cord-354627-y07w2f43	127	41	,	,	PUNCT
cord-354627-y07w2f43	127	42	80	80	NUM
cord-354627-y07w2f43	127	43	]	]	PUNCT
cord-354627-y07w2f43	127	44	.	.	PUNCT
cord-354627-y07w2f43	128	1	in	in	ADP
cord-354627-y07w2f43	128	2	the	the	DET
cord-354627-y07w2f43	128	3	nvar	nvar	ADJ
cord-354627-y07w2f43	128	4	dimension	dimension	NOUN
cord-354627-y07w2f43	128	5	optimization	optimization	NOUN
cord-354627-y07w2f43	128	6	problem	problem	NOUN
cord-354627-y07w2f43	128	7	,	,	PUNCT
cord-354627-y07w2f43	128	8	a	a	DET
cord-354627-y07w2f43	128	9	country	country	NOUN
cord-354627-y07w2f43	128	10	is	be	AUX
cord-354627-y07w2f43	128	11	an	an	DET
cord-354627-y07w2f43	128	12	array	array	NOUN
cord-354627-y07w2f43	128	13	of	of	ADP
cord-354627-y07w2f43	128	14	nvar	nvar	PROPN
cord-354627-y07w2f43	128	15	×	×	NOUN
cord-354627-y07w2f43	128	16	1	1	NUM
cord-354627-y07w2f43	128	17	length	length	NOUN
cord-354627-y07w2f43	128	18	.	.	PUNCT
cord-354627-y07w2f43	129	1	this	this	DET
cord-354627-y07w2f43	129	2	array	array	NOUN
cord-354627-y07w2f43	129	3	is	be	AUX
cord-354627-y07w2f43	129	4	defined	define	VERB
cord-354627-y07w2f43	129	5	as	as	SCONJ
cord-354627-y07w2f43	129	6	follows	follow	VERB
cord-354627-y07w2f43	129	7	:	:	PUNCT
cord-354627-y07w2f43	129	8	to	to	PART
cord-354627-y07w2f43	129	9	start	start	VERB
cord-354627-y07w2f43	129	10	the	the	DET
cord-354627-y07w2f43	129	11	algorithm	algorithm	NOUN
cord-354627-y07w2f43	129	12	,	,	PUNCT
cord-354627-y07w2f43	129	13	the	the	DET
cord-354627-y07w2f43	129	14	country	country	NOUN
cord-354627-y07w2f43	129	15	number	number	NOUN
cord-354627-y07w2f43	129	16	of	of	ADP
cord-354627-y07w2f43	129	17	the	the	DET
cord-354627-y07w2f43	129	18	initial	initial	ADJ
cord-354627-y07w2f43	129	19	country	country	NOUN
cord-354627-y07w2f43	129	20	is	be	AUX
cord-354627-y07w2f43	129	21	created	create	VERB
cord-354627-y07w2f43	129	22	(	(	PUNCT
cord-354627-y07w2f43	129	23	ncountry	ncountry	NOUN
cord-354627-y07w2f43	129	24	)	)	PUNCT
cord-354627-y07w2f43	129	25	.	.	PUNCT
cord-354627-y07w2f43	130	1	to	to	PART
cord-354627-y07w2f43	130	2	select	select	VERB
cord-354627-y07w2f43	130	3	the	the	DET
cord-354627-y07w2f43	130	4	nimp	nimp	NOUN
cord-354627-y07w2f43	130	5	as	as	ADP
cord-354627-y07w2f43	130	6	the	the	DET
cord-354627-y07w2f43	130	7	best	good	ADJ
cord-354627-y07w2f43	130	8	members	member	NOUN
cord-354627-y07w2f43	130	9	of	of	ADP
cord-354627-y07w2f43	130	10	the	the	DET
cord-354627-y07w2f43	130	11	population	population	NOUN
cord-354627-y07w2f43	130	12	(	(	PUNCT
cord-354627-y07w2f43	130	13	countries	country	NOUN
cord-354627-y07w2f43	130	14	with	with	ADP
cord-354627-y07w2f43	130	15	the	the	DET
cord-354627-y07w2f43	130	16	lowest	low	ADJ
cord-354627-y07w2f43	130	17	amount	amount	NOUN
cord-354627-y07w2f43	130	18	of	of	ADP
cord-354627-y07w2f43	130	19	cost	cost	NOUN
cord-354627-y07w2f43	130	20	function	function	NOUN
cord-354627-y07w2f43	130	21	)	)	PUNCT
cord-354627-y07w2f43	130	22	as	as	ADP
cord-354627-y07w2f43	130	23	imperialists	imperialist	NOUN
cord-354627-y07w2f43	130	24	.	.	PUNCT
cord-354627-y07w2f43	131	1	the	the	DET
cord-354627-y07w2f43	131	2	rest	rest	NOUN
cord-354627-y07w2f43	131	3	of	of	ADP
cord-354627-y07w2f43	131	4	the	the	DET
cord-354627-y07w2f43	131	5	ncol	ncol	PROPN
cord-354627-y07w2f43	131	6	countries	country	NOUN
cord-354627-y07w2f43	131	7	,	,	PUNCT
cord-354627-y07w2f43	131	8	form	form	VERB
cord-354627-y07w2f43	131	9	colonies	colony	NOUN
cord-354627-y07w2f43	131	10	belonging	belong	VERB
cord-354627-y07w2f43	131	11	to	to	ADP
cord-354627-y07w2f43	131	12	an	an	DET
cord-354627-y07w2f43	131	13	empire	empire	NOUN
cord-354627-y07w2f43	131	14	.	.	PUNCT
cord-354627-y07w2f43	132	1	to	to	PART
cord-354627-y07w2f43	132	2	divide	divide	VERB
cord-354627-y07w2f43	132	3	the	the	DET
cord-354627-y07w2f43	132	4	early	early	ADJ
cord-354627-y07w2f43	132	5	colonies	colony	NOUN
cord-354627-y07w2f43	132	6	between	between	ADP
cord-354627-y07w2f43	132	7	the	the	DET
cord-354627-y07w2f43	132	8	imperialists	imperialist	NOUN
cord-354627-y07w2f43	132	9	,	,	PUNCT
cord-354627-y07w2f43	132	10	imperialist	imperialist	NOUN
cord-354627-y07w2f43	132	11	owns	own	VERB
cord-354627-y07w2f43	132	12	number	number	NOUN
cord-354627-y07w2f43	132	13	of	of	ADP
cord-354627-y07w2f43	132	14	colonies	colony	NOUN
cord-354627-y07w2f43	132	15	,	,	PUNCT
cord-354627-y07w2f43	132	16	the	the	DET
cord-354627-y07w2f43	132	17	number	number	NOUN
cord-354627-y07w2f43	132	18	of	of	ADP
cord-354627-y07w2f43	132	19	which	which	PRON
cord-354627-y07w2f43	132	20	is	be	AUX
cord-354627-y07w2f43	132	21	proportional	proportional	ADJ
cord-354627-y07w2f43	132	22	to	to	ADP
cord-354627-y07w2f43	132	23	its	its	PRON
cord-354627-y07w2f43	132	24	power	power	NOUN
cord-354627-y07w2f43	133	1	[	[	PUNCT
cord-354627-y07w2f43	133	2	78	78	NUM
cord-354627-y07w2f43	133	3	,	,	PUNCT
cord-354627-y07w2f43	133	4	80	80	NUM
cord-354627-y07w2f43	133	5	]	]	PUNCT
cord-354627-y07w2f43	133	6	.	.	PUNCT
cord-354627-y07w2f43	134	1	the	the	DET
cord-354627-y07w2f43	134	2	following	follow	VERB
cord-354627-y07w2f43	134	3	figure	figure	NOUN
cord-354627-y07w2f43	134	4	symbolically	symbolically	ADV
cord-354627-y07w2f43	134	5	shows	show	VERB
cord-354627-y07w2f43	134	6	how	how	SCONJ
cord-354627-y07w2f43	134	7	the	the	DET
cord-354627-y07w2f43	134	8	colonies	colony	NOUN
cord-354627-y07w2f43	134	9	are	be	AUX
cord-354627-y07w2f43	134	10	divided	divide	VERB
cord-354627-y07w2f43	134	11	among	among	ADP
cord-354627-y07w2f43	134	12	the	the	DET
cord-354627-y07w2f43	134	13	colonial	colonial	ADJ
cord-354627-y07w2f43	134	14	powers	power	NOUN
cord-354627-y07w2f43	134	15	.	.	PUNCT
cord-354627-y07w2f43	134	16	.	.	PUNCT
cord-354627-y07w2f43	135	1	cc	cc	X
cord-354627-y07w2f43	135	2	-	-	PUNCT
cord-354627-y07w2f43	135	3	by	by	ADP
cord-354627-y07w2f43	135	4	4.0	4.0	NUM
cord-354627-y07w2f43	135	5	international	international	ADJ
cord-354627-y07w2f43	135	6	license	license	NOUN
cord-354627-y07w2f43	135	7	it	it	PRON
cord-354627-y07w2f43	135	8	is	be	AUX
cord-354627-y07w2f43	135	9	made	make	VERB
cord-354627-y07w2f43	135	10	available	available	ADJ
cord-354627-y07w2f43	135	11	under	under	ADP
cord-354627-y07w2f43	135	12	a	a	PRON
cord-354627-y07w2f43	135	13	is	be	AUX
cord-354627-y07w2f43	135	14	the	the	DET
cord-354627-y07w2f43	135	15	author	author	NOUN
cord-354627-y07w2f43	135	16	/	/	SYM
cord-354627-y07w2f43	135	17	funder	funder	NOUN
cord-354627-y07w2f43	135	18	,	,	PUNCT
cord-354627-y07w2f43	135	19	who	who	PRON
cord-354627-y07w2f43	135	20	has	have	AUX
cord-354627-y07w2f43	135	21	granted	grant	VERB
cord-354627-y07w2f43	135	22	medrxiv	medrxiv	PROPN
cord-354627-y07w2f43	135	23	a	a	DET
cord-354627-y07w2f43	135	24	license	license	NOUN
cord-354627-y07w2f43	135	25	to	to	PART
cord-354627-y07w2f43	135	26	display	display	VERB
cord-354627-y07w2f43	135	27	the	the	DET
cord-354627-y07w2f43	135	28	preprint	preprint	NOUN
cord-354627-y07w2f43	135	29	in	in	ADP
cord-354627-y07w2f43	135	30	perpetuity	perpetuity	NOUN
cord-354627-y07w2f43	135	31	.	.	PUNCT
cord-354627-y07w2f43	136	1	the	the	DET
cord-354627-y07w2f43	136	2	copyright	copyright	NOUN
cord-354627-y07w2f43	136	3	holder	holder	NOUN
cord-354627-y07w2f43	136	4	for	for	ADP
cord-354627-y07w2f43	136	5	this	this	DET
cord-354627-y07w2f43	136	6	preprint	preprint	NOUN
cord-354627-y07w2f43	136	7	this	this	DET
cord-354627-y07w2f43	136	8	version	version	NOUN
cord-354627-y07w2f43	136	9	posted	post	VERB
cord-354627-y07w2f43	136	10	may	may	PROPN
cord-354627-y07w2f43	136	11	6	6	NUM
cord-354627-y07w2f43	136	12	,	,	PUNCT
cord-354627-y07w2f43	136	13	2020	2020	NUM
cord-354627-y07w2f43	136	14	.	.	PUNCT
cord-354627-y07w2f43	136	15	.	.	PUNCT
cord-354627-y07w2f43	137	1	figure	figure	VERB
cord-354627-y07w2f43	137	2	3	3	NUM
cord-354627-y07w2f43	137	3	.	.	PUNCT
cord-354627-y07w2f43	138	1	the	the	DET
cord-354627-y07w2f43	138	2	initial	initial	ADJ
cord-354627-y07w2f43	138	3	empires	empire	NOUN
cord-354627-y07w2f43	138	4	generation	generation	NOUN
cord-354627-y07w2f43	139	1	[	[	PUNCT
cord-354627-y07w2f43	139	2	78	78	NUM
cord-354627-y07w2f43	139	3	]	]	PUNCT
cord-354627-y07w2f43	139	4	the	the	DET
cord-354627-y07w2f43	139	5	integration	integration	NOUN
cord-354627-y07w2f43	139	6	of	of	ADP
cord-354627-y07w2f43	139	7	this	this	DET
cord-354627-y07w2f43	139	8	model	model	NOUN
cord-354627-y07w2f43	139	9	with	with	ADP
cord-354627-y07w2f43	139	10	the	the	DET
cord-354627-y07w2f43	139	11	neural	neural	ADJ
cord-354627-y07w2f43	139	12	network	network	NOUN
cord-354627-y07w2f43	139	13	causes	cause	VERB
cord-354627-y07w2f43	139	14	the	the	DET
cord-354627-y07w2f43	139	15	error	error	NOUN
cord-354627-y07w2f43	139	16	in	in	ADP
cord-354627-y07w2f43	139	17	the	the	DET
cord-354627-y07w2f43	139	18	network	network	NOUN
cord-354627-y07w2f43	139	19	to	to	PART
cord-354627-y07w2f43	139	20	be	be	AUX
cord-354627-y07w2f43	139	21	defined	define	VERB
cord-354627-y07w2f43	139	22	as	as	ADP
cord-354627-y07w2f43	139	23	a	a	DET
cord-354627-y07w2f43	139	24	cost	cost	NOUN
cord-354627-y07w2f43	139	25	function	function	NOUN
cord-354627-y07w2f43	139	26	,	,	PUNCT
cord-354627-y07w2f43	139	27	and	and	CCONJ
cord-354627-y07w2f43	139	28	with	with	ADP
cord-354627-y07w2f43	139	29	the	the	DET
cord-354627-y07w2f43	139	30	changes	change	NOUN
cord-354627-y07w2f43	139	31	in	in	ADP
cord-354627-y07w2f43	139	32	weights	weight	NOUN
cord-354627-y07w2f43	139	33	and	and	CCONJ
cord-354627-y07w2f43	139	34	biases	bias	NOUN
cord-354627-y07w2f43	139	35	,	,	PUNCT
cord-354627-y07w2f43	139	36	the	the	DET
cord-354627-y07w2f43	139	37	output	output	NOUN
cord-354627-y07w2f43	139	38	of	of	ADP
cord-354627-y07w2f43	139	39	the	the	DET
cord-354627-y07w2f43	139	40	network	network	NOUN
cord-354627-y07w2f43	139	41	improves	improve	VERB
cord-354627-y07w2f43	139	42	and	and	CCONJ
cord-354627-y07w2f43	139	43	the	the	DET
cord-354627-y07w2f43	139	44	resulting	result	VERB
cord-354627-y07w2f43	139	45	error	error	NOUN
cord-354627-y07w2f43	139	46	decreases	decrease	VERB
cord-354627-y07w2f43	139	47	[	[	X
cord-354627-y07w2f43	139	48	81	81	NUM
cord-354627-y07w2f43	139	49	]	]	PUNCT
cord-354627-y07w2f43	139	50	.	.	PUNCT
cord-354627-y07w2f43	140	1	an	an	DET
cord-354627-y07w2f43	140	2	adaptive	adaptive	PROPN
cord-354627-y07w2f43	140	3	neuro	neuro	PROPN
cord-354627-y07w2f43	140	4	-	-	PUNCT
cord-354627-y07w2f43	140	5	fuzzy	fuzzy	ADJ
cord-354627-y07w2f43	140	6	inference	inference	NOUN
cord-354627-y07w2f43	140	7	system	system	NOUN
cord-354627-y07w2f43	140	8	(	(	PUNCT
cord-354627-y07w2f43	140	9	anfis	anfis	PROPN
cord-354627-y07w2f43	140	10	)	)	PUNCT
cord-354627-y07w2f43	140	11	is	be	AUX
cord-354627-y07w2f43	140	12	a	a	DET
cord-354627-y07w2f43	140	13	type	type	NOUN
cord-354627-y07w2f43	140	14	of	of	ADP
cord-354627-y07w2f43	140	15	artificial	artificial	ADJ
cord-354627-y07w2f43	140	16	neural	neural	ADJ
cord-354627-y07w2f43	140	17	network	network	NOUN
cord-354627-y07w2f43	140	18	based	base	VERB
cord-354627-y07w2f43	140	19	on	on	ADP
cord-354627-y07w2f43	140	20	the	the	DET
cord-354627-y07w2f43	140	21	takagi	takagi	PROPN
cord-354627-y07w2f43	140	22	-	-	PUNCT
cord-354627-y07w2f43	140	23	sugeno	sugeno	ADJ
cord-354627-y07w2f43	140	24	fuzzy	fuzzy	ADJ
cord-354627-y07w2f43	140	25	system	system	NOUN
cord-354627-y07w2f43	140	26	[	[	PUNCT
cord-354627-y07w2f43	140	27	82	82	NUM
cord-354627-y07w2f43	140	28	,	,	PUNCT
cord-354627-y07w2f43	140	29	83	83	NUM
cord-354627-y07w2f43	140	30	]	]	PUNCT
cord-354627-y07w2f43	140	31	.	.	PUNCT
cord-354627-y07w2f43	141	1	this	this	DET
cord-354627-y07w2f43	141	2	method	method	NOUN
cord-354627-y07w2f43	141	3	was	be	AUX
cord-354627-y07w2f43	141	4	developed	develop	VERB
cord-354627-y07w2f43	141	5	in	in	ADP
cord-354627-y07w2f43	141	6	the	the	DET
cord-354627-y07w2f43	141	7	early	early	ADJ
cord-354627-y07w2f43	141	8	1990s	1990	NOUN
cord-354627-y07w2f43	141	9	.	.	PUNCT
cord-354627-y07w2f43	142	1	since	since	SCONJ
cord-354627-y07w2f43	142	2	this	this	DET
cord-354627-y07w2f43	142	3	system	system	NOUN
cord-354627-y07w2f43	142	4	integrates	integrate	VERB
cord-354627-y07w2f43	142	5	neural	neural	ADJ
cord-354627-y07w2f43	142	6	networks	network	NOUN
cord-354627-y07w2f43	142	7	and	and	CCONJ
cord-354627-y07w2f43	142	8	concepts	concept	NOUN
cord-354627-y07w2f43	142	9	of	of	ADP
cord-354627-y07w2f43	142	10	fuzzy	fuzzy	ADJ
cord-354627-y07w2f43	142	11	logic	logic	NOUN
cord-354627-y07w2f43	142	12	,	,	PUNCT
cord-354627-y07w2f43	142	13	it	it	PRON
cord-354627-y07w2f43	142	14	can	can	AUX
cord-354627-y07w2f43	142	15	take	take	VERB
cord-354627-y07w2f43	142	16	advantage	advantage	NOUN
cord-354627-y07w2f43	142	17	of	of	ADP
cord-354627-y07w2f43	142	18	the	the	DET
cord-354627-y07w2f43	142	19	capabilities	capability	NOUN
cord-354627-y07w2f43	142	20	of	of	ADP
cord-354627-y07w2f43	142	21	both	both	DET
cord-354627-y07w2f43	142	22	methods	method	NOUN
cord-354627-y07w2f43	142	23	.	.	PUNCT
cord-354627-y07w2f43	143	1	it	it	PRON
cord-354627-y07w2f43	143	2	has	have	VERB
cord-354627-y07w2f43	143	3	nonlinear	nonlinear	ADJ
cord-354627-y07w2f43	143	4	functions	function	NOUN
cord-354627-y07w2f43	144	1	[	[	X
cord-354627-y07w2f43	144	2	82	82	NUM
cord-354627-y07w2f43	144	3	,	,	PUNCT
cord-354627-y07w2f43	144	4	83	83	NUM
cord-354627-y07w2f43	144	5	]	]	PUNCT
cord-354627-y07w2f43	144	6	.	.	PUNCT
cord-354627-y07w2f43	145	1	figure	figure	VERB
cord-354627-y07w2f43	145	2	4	4	NUM
cord-354627-y07w2f43	145	3	presents	present	VERB
cord-354627-y07w2f43	145	4	the	the	DET
cord-354627-y07w2f43	145	5	architecture	architecture	NOUN
cord-354627-y07w2f43	145	6	of	of	ADP
cord-354627-y07w2f43	145	7	the	the	DET
cord-354627-y07w2f43	145	8	developed	develop	VERB
cord-354627-y07w2f43	145	9	anfis	anfis	PROPN
cord-354627-y07w2f43	145	10	model	model	NOUN
cord-354627-y07w2f43	145	11	.	.	PUNCT
cord-354627-y07w2f43	145	12	.	.	PUNCT
cord-354627-y07w2f43	146	1	cc	cc	X
cord-354627-y07w2f43	146	2	-	-	PUNCT
cord-354627-y07w2f43	146	3	by	by	ADP
cord-354627-y07w2f43	146	4	4.0	4.0	NUM
cord-354627-y07w2f43	146	5	international	international	ADJ
cord-354627-y07w2f43	146	6	license	license	NOUN
cord-354627-y07w2f43	146	7	it	it	PRON
cord-354627-y07w2f43	146	8	is	be	AUX
cord-354627-y07w2f43	146	9	made	make	VERB
cord-354627-y07w2f43	146	10	available	available	ADJ
cord-354627-y07w2f43	146	11	under	under	ADP
cord-354627-y07w2f43	146	12	a	a	PRON
cord-354627-y07w2f43	146	13	is	be	AUX
cord-354627-y07w2f43	146	14	the	the	DET
cord-354627-y07w2f43	146	15	author	author	NOUN
cord-354627-y07w2f43	146	16	/	/	SYM
cord-354627-y07w2f43	146	17	funder	funder	NOUN
cord-354627-y07w2f43	146	18	,	,	PUNCT
cord-354627-y07w2f43	146	19	who	who	PRON
cord-354627-y07w2f43	146	20	has	have	AUX
cord-354627-y07w2f43	146	21	granted	grant	VERB
cord-354627-y07w2f43	146	22	medrxiv	medrxiv	PROPN
cord-354627-y07w2f43	146	23	a	a	DET
cord-354627-y07w2f43	146	24	license	license	NOUN
cord-354627-y07w2f43	146	25	to	to	PART
cord-354627-y07w2f43	146	26	display	display	VERB
cord-354627-y07w2f43	146	27	the	the	DET
cord-354627-y07w2f43	146	28	preprint	preprint	NOUN
cord-354627-y07w2f43	146	29	in	in	ADP
cord-354627-y07w2f43	146	30	perpetuity	perpetuity	NOUN
cord-354627-y07w2f43	146	31	.	.	PUNCT
cord-354627-y07w2f43	147	1	the	the	DET
cord-354627-y07w2f43	147	2	copyright	copyright	NOUN
cord-354627-y07w2f43	147	3	holder	holder	NOUN
cord-354627-y07w2f43	147	4	for	for	ADP
cord-354627-y07w2f43	147	5	this	this	DET
cord-354627-y07w2f43	147	6	preprint	preprint	NOUN
cord-354627-y07w2f43	147	7	this	this	DET
cord-354627-y07w2f43	147	8	version	version	NOUN
cord-354627-y07w2f43	147	9	posted	post	VERB
cord-354627-y07w2f43	147	10	may	may	PROPN
cord-354627-y07w2f43	147	11	6	6	NUM
cord-354627-y07w2f43	147	12	,	,	PUNCT
cord-354627-y07w2f43	147	13	2020	2020	NUM
cord-354627-y07w2f43	147	14	.	.	PUNCT
cord-354627-y07w2f43	147	15	.	.	PUNCT
cord-354627-y07w2f43	148	1	evaluations	evaluation	NOUN
cord-354627-y07w2f43	148	2	were	be	AUX
cord-354627-y07w2f43	148	3	conducted	conduct	VERB
cord-354627-y07w2f43	148	4	by	by	ADP
cord-354627-y07w2f43	148	5	determination	determination	NOUN
cord-354627-y07w2f43	148	6	coefficient	coefficient	NOUN
cord-354627-y07w2f43	148	7	,	,	PUNCT
cord-354627-y07w2f43	148	8	root	root	NOUN
cord-354627-y07w2f43	148	9	mean	mean	NOUN
cord-354627-y07w2f43	148	10	square	square	ADJ
cord-354627-y07w2f43	148	11	error	error	NOUN
cord-354627-y07w2f43	148	12	and	and	CCONJ
cord-354627-y07w2f43	148	13	mean	mean	VERB
cord-354627-y07w2f43	148	14	absolute	absolute	ADJ
cord-354627-y07w2f43	148	15	percentage	percentage	NOUN
cord-354627-y07w2f43	148	16	error	error	NOUN
cord-354627-y07w2f43	148	17	values	value	NOUN
cord-354627-y07w2f43	148	18	.	.	PUNCT
cord-354627-y07w2f43	149	1	these	these	DET
cord-354627-y07w2f43	149	2	factors	factor	NOUN
cord-354627-y07w2f43	149	3	compare	compare	VERB
cord-354627-y07w2f43	149	4	the	the	DET
cord-354627-y07w2f43	149	5	target	target	NOUN
cord-354627-y07w2f43	149	6	and	and	CCONJ
cord-354627-y07w2f43	149	7	output	output	NOUN
cord-354627-y07w2f43	149	8	values	value	NOUN
cord-354627-y07w2f43	149	9	and	and	CCONJ
cord-354627-y07w2f43	149	10	calculates	calculate	VERB
cord-354627-y07w2f43	149	11	a	a	DET
cord-354627-y07w2f43	149	12	score	score	NOUN
cord-354627-y07w2f43	149	13	as	as	ADP
cord-354627-y07w2f43	149	14	an	an	DET
cord-354627-y07w2f43	149	15	index	index	NOUN
cord-354627-y07w2f43	149	16	for	for	ADP
cord-354627-y07w2f43	149	17	the	the	DET
cord-354627-y07w2f43	149	18	performance	performance	NOUN
cord-354627-y07w2f43	149	19	and	and	CCONJ
cord-354627-y07w2f43	149	20	accuracy	accuracy	NOUN
cord-354627-y07w2f43	149	21	of	of	ADP
cord-354627-y07w2f43	149	22	the	the	DET
cord-354627-y07w2f43	149	23	developed	develop	VERB
cord-354627-y07w2f43	149	24	methods	method	NOUN
cord-354627-y07w2f43	149	25	[	[	PUNCT
cord-354627-y07w2f43	149	26	93	93	NUM
cord-354627-y07w2f43	149	27	,	,	PUNCT
cord-354627-y07w2f43	149	28	94	94	NUM
cord-354627-y07w2f43	149	29	]	]	PUNCT
cord-354627-y07w2f43	149	30	.	.	PUNCT
cord-354627-y07w2f43	150	1	table	table	NOUN
cord-354627-y07w2f43	150	2	2	2	NUM
cord-354627-y07w2f43	150	3	presents	present	VERB
cord-354627-y07w2f43	150	4	the	the	DET
cord-354627-y07w2f43	150	5	evaluation	evaluation	NOUN
cord-354627-y07w2f43	150	6	criteria	criterion	NOUN
cord-354627-y07w2f43	150	7	equations	equation	NOUN
cord-354627-y07w2f43	150	8	.	.	PUNCT
cord-354627-y07w2f43	150	9	.	.	PUNCT
cord-354627-y07w2f43	151	1	cc	cc	X
cord-354627-y07w2f43	151	2	-	-	PUNCT
cord-354627-y07w2f43	151	3	by	by	ADP
cord-354627-y07w2f43	151	4	4.0	4.0	NUM
cord-354627-y07w2f43	151	5	international	international	ADJ
cord-354627-y07w2f43	151	6	license	license	NOUN
cord-354627-y07w2f43	151	7	it	it	PRON
cord-354627-y07w2f43	151	8	is	be	AUX
cord-354627-y07w2f43	151	9	made	make	VERB
cord-354627-y07w2f43	151	10	available	available	ADJ
cord-354627-y07w2f43	151	11	under	under	ADP
cord-354627-y07w2f43	151	12	a	a	PRON
cord-354627-y07w2f43	151	13	is	be	AUX
cord-354627-y07w2f43	151	14	the	the	DET
cord-354627-y07w2f43	151	15	author	author	NOUN
cord-354627-y07w2f43	151	16	/	/	SYM
cord-354627-y07w2f43	151	17	funder	funder	NOUN
cord-354627-y07w2f43	151	18	,	,	PUNCT
cord-354627-y07w2f43	151	19	who	who	PRON
cord-354627-y07w2f43	151	20	has	have	AUX
cord-354627-y07w2f43	151	21	granted	grant	VERB
cord-354627-y07w2f43	151	22	medrxiv	medrxiv	PROPN
cord-354627-y07w2f43	151	23	a	a	DET
cord-354627-y07w2f43	151	24	license	license	NOUN
cord-354627-y07w2f43	151	25	to	to	PART
cord-354627-y07w2f43	151	26	display	display	VERB
cord-354627-y07w2f43	151	27	the	the	DET
cord-354627-y07w2f43	151	28	preprint	preprint	NOUN
cord-354627-y07w2f43	151	29	in	in	ADP
cord-354627-y07w2f43	151	30	perpetuity	perpetuity	NOUN
cord-354627-y07w2f43	151	31	.	.	PUNCT
cord-354627-y07w2f43	152	1	the	the	DET
cord-354627-y07w2f43	152	2	copyright	copyright	NOUN
cord-354627-y07w2f43	152	3	holder	holder	NOUN
cord-354627-y07w2f43	152	4	for	for	ADP
cord-354627-y07w2f43	152	5	this	this	DET
cord-354627-y07w2f43	152	6	preprint	preprint	NOUN
cord-354627-y07w2f43	152	7	this	this	DET
cord-354627-y07w2f43	152	8	version	version	NOUN
cord-354627-y07w2f43	152	9	posted	post	VERB
cord-354627-y07w2f43	152	10	may	may	PROPN
cord-354627-y07w2f43	152	11	6	6	NUM
cord-354627-y07w2f43	152	12	,	,	PUNCT
cord-354627-y07w2f43	152	13	2020	2020	NUM
cord-354627-y07w2f43	152	14	.	.	PUNCT
cord-354627-y07w2f43	153	1	rmse=	rmse=	X
cord-354627-y07w2f43	153	2	√	√	PROPN
cord-354627-y07w2f43	153	3	1	1	NUM
cord-354627-y07w2f43	153	4	∑	∑	ADV
cord-354627-y07w2f43	153	5	(	(	PUNCT
cord-354627-y07w2f43	153	6	−	−	PROPN
cord-354627-y07w2f43	153	7	)	)	PUNCT
cord-354627-y07w2f43	153	8	2	2	NUM
cord-354627-y07w2f43	153	9	(	(	PUNCT
cord-354627-y07w2f43	153	10	8)	8)	NUM
cord-354627-y07w2f43	153	11	where	where	SCONJ
cord-354627-y07w2f43	153	12	n	n	ADV
cord-354627-y07w2f43	153	13	is	be	AUX
cord-354627-y07w2f43	153	14	the	the	DET
cord-354627-y07w2f43	153	15	number	number	NOUN
cord-354627-y07w2f43	153	16	of	of	ADP
cord-354627-y07w2f43	153	17	data	data	NOUN
cord-354627-y07w2f43	153	18	,	,	PUNCT
cord-354627-y07w2f43	153	19	x	x	PROPN
cord-354627-y07w2f43	153	20	and	and	CCONJ
cord-354627-y07w2f43	153	21	y	y	PROPN
cord-354627-y07w2f43	153	22	are	be	AUX
cord-354627-y07w2f43	153	23	,	,	PUNCT
cord-354627-y07w2f43	153	24	respectively	respectively	ADV
cord-354627-y07w2f43	153	25	,	,	PUNCT
cord-354627-y07w2f43	153	26	predicted	predict	VERB
cord-354627-y07w2f43	153	27	(	(	PUNCT
cord-354627-y07w2f43	153	28	output	output	NOUN
cord-354627-y07w2f43	153	29	)	)	PUNCT
cord-354627-y07w2f43	153	30	and	and	CCONJ
cord-354627-y07w2f43	153	31	desired	desire	VERB
cord-354627-y07w2f43	153	32	(	(	PUNCT
cord-354627-y07w2f43	153	33	target	target	NOUN
cord-354627-y07w2f43	153	34	)	)	PUNCT
cord-354627-y07w2f43	153	35	values	value	NOUN
cord-354627-y07w2f43	153	36	.	.	PUNCT
cord-354627-y07w2f43	154	1	the	the	DET
cord-354627-y07w2f43	154	2	performance	performance	NOUN
cord-354627-y07w2f43	154	3	of	of	ADP
cord-354627-y07w2f43	154	4	the	the	DET
cord-354627-y07w2f43	154	5	proposed	propose	VERB
cord-354627-y07w2f43	154	6	algorithm	algorithm	NOUN
cord-354627-y07w2f43	154	7	is	be	AUX
cord-354627-y07w2f43	154	8	evaluated	evaluate	VERB
cord-354627-y07w2f43	154	9	using	use	VERB
cord-354627-y07w2f43	154	10	both	both	CCONJ
cord-354627-y07w2f43	154	11	training	training	NOUN
cord-354627-y07w2f43	154	12	and	and	CCONJ
cord-354627-y07w2f43	154	13	validation	validation	NOUN
cord-354627-y07w2f43	154	14	data	datum	NOUN
cord-354627-y07w2f43	154	15	.	.	PUNCT
cord-354627-y07w2f43	155	1	the	the	DET
cord-354627-y07w2f43	155	2	training	training	NOUN
cord-354627-y07w2f43	155	3	data	datum	NOUN
cord-354627-y07w2f43	155	4	are	be	AUX
cord-354627-y07w2f43	155	5	used	use	VERB
cord-354627-y07w2f43	155	6	to	to	PART
cord-354627-y07w2f43	155	7	train	train	VERB
cord-354627-y07w2f43	155	8	the	the	DET
cord-354627-y07w2f43	155	9	algorithm	algorithm	NOUN
cord-354627-y07w2f43	155	10	and	and	CCONJ
cord-354627-y07w2f43	155	11	define	define	VERB
cord-354627-y07w2f43	155	12	the	the	DET
cord-354627-y07w2f43	155	13	best	good	ADJ
cord-354627-y07w2f43	155	14	set	set	NOUN
cord-354627-y07w2f43	155	15	of	of	ADP
cord-354627-y07w2f43	155	16	parameters	parameter	NOUN
cord-354627-y07w2f43	155	17	to	to	PART
cord-354627-y07w2f43	155	18	be	be	AUX
cord-354627-y07w2f43	155	19	used	use	VERB
cord-354627-y07w2f43	155	20	in	in	ADP
cord-354627-y07w2f43	155	21	anfis	anfis	PROPN
cord-354627-y07w2f43	155	22	and	and	CCONJ
cord-354627-y07w2f43	155	23	mlp	mlp	PROPN
cord-354627-y07w2f43	155	24	-	-	PUNCT
cord-354627-y07w2f43	155	25	ica	ica	PROPN
cord-354627-y07w2f43	155	26	.	.	PUNCT
cord-354627-y07w2f43	156	1	after	after	ADP
cord-354627-y07w2f43	156	2	that	that	PRON
cord-354627-y07w2f43	156	3	,	,	PUNCT
cord-354627-y07w2f43	156	4	the	the	DET
cord-354627-y07w2f43	156	5	best	good	ADJ
cord-354627-y07w2f43	156	6	setup	setup	NOUN
cord-354627-y07w2f43	156	7	for	for	ADP
cord-354627-y07w2f43	156	8	each	each	DET
cord-354627-y07w2f43	156	9	algorithm	algorithm	NOUN
cord-354627-y07w2f43	156	10	is	be	AUX
cord-354627-y07w2f43	156	11	used	use	VERB
cord-354627-y07w2f43	156	12	to	to	PART
cord-354627-y07w2f43	156	13	predict	predict	VERB
cord-354627-y07w2f43	156	14	outbreaks	outbreak	NOUN
cord-354627-y07w2f43	156	15	on	on	ADP
cord-354627-y07w2f43	156	16	the	the	DET
cord-354627-y07w2f43	156	17	validation	validation	NOUN
cord-354627-y07w2f43	156	18	samples	sample	NOUN
cord-354627-y07w2f43	156	19	.	.	PUNCT
cord-354627-y07w2f43	157	1	worth	worth	ADJ
cord-354627-y07w2f43	157	2	mentioning	mention	VERB
cord-354627-y07w2f43	157	3	that	that	SCONJ
cord-354627-y07w2f43	157	4	due	due	ADP
cord-354627-y07w2f43	157	5	to	to	ADP
cord-354627-y07w2f43	157	6	the	the	DET
cord-354627-y07w2f43	157	7	lack	lack	NOUN
cord-354627-y07w2f43	157	8	of	of	ADP
cord-354627-y07w2f43	157	9	adequate	adequate	ADJ
cord-354627-y07w2f43	157	10	sample	sample	NOUN
cord-354627-y07w2f43	157	11	data	datum	NOUN
cord-354627-y07w2f43	157	12	to	to	PART
cord-354627-y07w2f43	157	13	avoid	avoid	VERB
cord-354627-y07w2f43	157	14	the	the	DET
cord-354627-y07w2f43	157	15	overfitting	overfitting	NOUN
cord-354627-y07w2f43	157	16	,	,	PUNCT
cord-354627-y07w2f43	157	17	the	the	DET
cord-354627-y07w2f43	157	18	training	training	NOUN
cord-354627-y07w2f43	157	19	is	be	AUX
cord-354627-y07w2f43	157	20	used	use	VERB
cord-354627-y07w2f43	157	21	to	to	PART
cord-354627-y07w2f43	157	22	evaluate	evaluate	VERB
cord-354627-y07w2f43	157	23	the	the	DET
cord-354627-y07w2f43	157	24	model	model	NOUN
cord-354627-y07w2f43	157	25	with	with	ADP
cord-354627-y07w2f43	157	26	higher	high	ADJ
cord-354627-y07w2f43	157	27	performance	performance	NOUN
cord-354627-y07w2f43	157	28	.	.	PUNCT
cord-354627-y07w2f43	158	1	the	the	DET
cord-354627-y07w2f43	158	2	training	training	NOUN
cord-354627-y07w2f43	158	3	step	step	NOUN
cord-354627-y07w2f43	158	4	for	for	ADP
cord-354627-y07w2f43	158	5	anfis	anfis	PROPN
cord-354627-y07w2f43	158	6	was	be	AUX
cord-354627-y07w2f43	158	7	performed	perform	VERB
cord-354627-y07w2f43	158	8	by	by	ADP
cord-354627-y07w2f43	158	9	employing	employ	VERB
cord-354627-y07w2f43	158	10	three	three	NUM
cord-354627-y07w2f43	158	11	mf	mf	NOUN
cord-354627-y07w2f43	158	12	types	type	NOUN
cord-354627-y07w2f43	158	13	as	as	SCONJ
cord-354627-y07w2f43	158	14	described	describe	VERB
cord-354627-y07w2f43	158	15	in	in	ADP
cord-354627-y07w2f43	158	16	tables	table	NOUN
cord-354627-y07w2f43	158	17	3	3	NUM
cord-354627-y07w2f43	158	18	and	and	CCONJ
cord-354627-y07w2f43	158	19	4	4	NUM
cord-354627-y07w2f43	158	20	.	.	PUNCT
cord-354627-y07w2f43	159	1	according	accord	VERB
cord-354627-y07w2f43	159	2	to	to	ADP
cord-354627-y07w2f43	159	3	table	table	NOUN
cord-354627-y07w2f43	159	4	4	4	NUM
cord-354627-y07w2f43	159	5	,	,	PUNCT
cord-354627-y07w2f43	159	6	it	it	PRON
cord-354627-y07w2f43	159	7	can	can	AUX
cord-354627-y07w2f43	159	8	be	be	AUX
cord-354627-y07w2f43	159	9	claimed	claim	VERB
cord-354627-y07w2f43	159	10	that	that	SCONJ
cord-354627-y07w2f43	159	11	gaussian	gaussian	ADJ
cord-354627-y07w2f43	159	12	mf	mf	PRON
cord-354627-y07w2f43	159	13	provided	provide	VERB
cord-354627-y07w2f43	159	14	the	the	DET
cord-354627-y07w2f43	159	15	lowest	low	ADJ
cord-354627-y07w2f43	159	16	error	error	NOUN
cord-354627-y07w2f43	159	17	and	and	CCONJ
cord-354627-y07w2f43	159	18	highest	high	ADJ
cord-354627-y07w2f43	159	19	accuracy	accuracy	NOUN
cord-354627-y07w2f43	159	20	compared	compare	VERB
cord-354627-y07w2f43	159	21	with	with	ADP
cord-354627-y07w2f43	159	22	other	other	ADJ
cord-354627-y07w2f43	159	23	mf	mf	NOUN
cord-354627-y07w2f43	159	24	types	type	NOUN
cord-354627-y07w2f43	159	25	for	for	ADP
cord-354627-y07w2f43	159	26	the	the	DET
cord-354627-y07w2f43	159	27	prediction	prediction	NOUN
cord-354627-y07w2f43	159	28	of	of	ADP
cord-354627-y07w2f43	159	29	mortality	mortality	NOUN
cord-354627-y07w2f43	159	30	rate	rate	NOUN
cord-354627-y07w2f43	159	31	.	.	PUNCT
cord-354627-y07w2f43	160	1	also	also	ADV
cord-354627-y07w2f43	160	2	it	it	PRON
cord-354627-y07w2f43	160	3	can	can	AUX
cord-354627-y07w2f43	160	4	be	be	AUX
cord-354627-y07w2f43	160	5	claimed	claim	VERB
cord-354627-y07w2f43	160	6	that	that	SCONJ
cord-354627-y07w2f43	160	7	,	,	PUNCT
cord-354627-y07w2f43	160	8	for	for	ADP
cord-354627-y07w2f43	160	9	the	the	DET
cord-354627-y07w2f43	160	10	selected	selected	ADJ
cord-354627-y07w2f43	160	11	mf	mf	PROPN
cord-354627-y07w2f43	160	12	type	type	NOUN
cord-354627-y07w2f43	160	13	,	,	PUNCT
cord-354627-y07w2f43	160	14	scenario	scenario	PROPN
cord-354627-y07w2f43	160	15	2	2	NUM
cord-354627-y07w2f43	160	16	provides	provide	VERB
cord-354627-y07w2f43	160	17	the	the	DET
cord-354627-y07w2f43	160	18	highest	high	ADJ
cord-354627-y07w2f43	160	19	performance	performance	NOUN
cord-354627-y07w2f43	160	20	compared	compare	VERB
cord-354627-y07w2f43	160	21	with	with	ADP
cord-354627-y07w2f43	160	22	scenario	scenario	NOUN
cord-354627-y07w2f43	160	23	1	1	NUM
cord-354627-y07w2f43	160	24	for	for	ADP
cord-354627-y07w2f43	160	25	the	the	DET
cord-354627-y07w2f43	160	26	prediction	prediction	NOUN
cord-354627-y07w2f43	160	27	of	of	ADP
cord-354627-y07w2f43	160	28	mortality	mortality	NOUN
cord-354627-y07w2f43	160	29	rate	rate	NOUN
cord-354627-y07w2f43	160	30	.	.	PUNCT
cord-354627-y07w2f43	160	31	.	.	PUNCT
cord-354627-y07w2f43	161	1	cc	cc	X
cord-354627-y07w2f43	161	2	-	-	PUNCT
cord-354627-y07w2f43	161	3	by	by	ADP
cord-354627-y07w2f43	161	4	4.0	4.0	NUM
cord-354627-y07w2f43	161	5	international	international	ADJ
cord-354627-y07w2f43	161	6	license	license	NOUN
cord-354627-y07w2f43	161	7	it	it	PRON
cord-354627-y07w2f43	161	8	is	be	AUX
cord-354627-y07w2f43	161	9	made	make	VERB
cord-354627-y07w2f43	161	10	available	available	ADJ
cord-354627-y07w2f43	161	11	under	under	ADP
cord-354627-y07w2f43	161	12	a	a	PRON
cord-354627-y07w2f43	161	13	is	be	AUX
cord-354627-y07w2f43	161	14	the	the	DET
cord-354627-y07w2f43	161	15	author	author	NOUN
cord-354627-y07w2f43	161	16	/	/	SYM
cord-354627-y07w2f43	161	17	funder	funder	NOUN
cord-354627-y07w2f43	161	18	,	,	PUNCT
cord-354627-y07w2f43	161	19	who	who	PRON
cord-354627-y07w2f43	161	20	has	have	AUX
cord-354627-y07w2f43	161	21	granted	grant	VERB
cord-354627-y07w2f43	161	22	medrxiv	medrxiv	PROPN
cord-354627-y07w2f43	161	23	a	a	DET
cord-354627-y07w2f43	161	24	license	license	NOUN
cord-354627-y07w2f43	161	25	to	to	PART
cord-354627-y07w2f43	161	26	display	display	VERB
cord-354627-y07w2f43	161	27	the	the	DET
cord-354627-y07w2f43	161	28	preprint	preprint	NOUN
cord-354627-y07w2f43	161	29	in	in	ADP
cord-354627-y07w2f43	161	30	perpetuity	perpetuity	NOUN
cord-354627-y07w2f43	161	31	.	.	PUNCT
cord-354627-y07w2f43	162	1	the	the	DET
cord-354627-y07w2f43	162	2	copyright	copyright	NOUN
cord-354627-y07w2f43	162	3	holder	holder	NOUN
cord-354627-y07w2f43	162	4	for	for	ADP
cord-354627-y07w2f43	162	5	this	this	DET
cord-354627-y07w2f43	162	6	preprint	preprint	NOUN
cord-354627-y07w2f43	162	7	this	this	DET
cord-354627-y07w2f43	162	8	version	version	NOUN
cord-354627-y07w2f43	162	9	posted	post	VERB
cord-354627-y07w2f43	162	10	may	may	PROPN
cord-354627-y07w2f43	162	11	6	6	NUM
cord-354627-y07w2f43	162	12	,	,	PUNCT
cord-354627-y07w2f43	162	13	2020	2020	NUM
cord-354627-y07w2f43	162	14	.	.	PUNCT
cord-354627-y07w2f43	162	15	.	.	PUNCT
cord-354627-y07w2f43	163	1	is	be	AUX
cord-354627-y07w2f43	163	2	the	the	DET
cord-354627-y07w2f43	163	3	author	author	NOUN
cord-354627-y07w2f43	163	4	/	/	SYM
cord-354627-y07w2f43	163	5	funder	funder	NOUN
cord-354627-y07w2f43	163	6	,	,	PUNCT
cord-354627-y07w2f43	163	7	who	who	PRON
cord-354627-y07w2f43	163	8	has	have	AUX
cord-354627-y07w2f43	163	9	granted	grant	VERB
cord-354627-y07w2f43	163	10	medrxiv	medrxiv	PROPN
cord-354627-y07w2f43	163	11	a	a	DET
cord-354627-y07w2f43	163	12	license	license	NOUN
cord-354627-y07w2f43	163	13	to	to	PART
cord-354627-y07w2f43	163	14	display	display	VERB
cord-354627-y07w2f43	163	15	the	the	DET
cord-354627-y07w2f43	163	16	preprint	preprint	NOUN
cord-354627-y07w2f43	163	17	in	in	ADP
cord-354627-y07w2f43	163	18	perpetuity	perpetuity	NOUN
cord-354627-y07w2f43	163	19	.	.	PUNCT
cord-354627-y07w2f43	164	1	the	the	DET
cord-354627-y07w2f43	164	2	copyright	copyright	NOUN
cord-354627-y07w2f43	164	3	holder	holder	NOUN
cord-354627-y07w2f43	164	4	for	for	ADP
cord-354627-y07w2f43	164	5	this	this	DET
cord-354627-y07w2f43	164	6	preprint	preprint	NOUN
cord-354627-y07w2f43	164	7	this	this	DET
cord-354627-y07w2f43	164	8	version	version	NOUN
cord-354627-y07w2f43	164	9	posted	post	VERB
cord-354627-y07w2f43	164	10	may	may	PROPN
cord-354627-y07w2f43	164	11	6	6	NUM
cord-354627-y07w2f43	164	12	,	,	PUNCT
cord-354627-y07w2f43	164	13	2020	2020	NUM
cord-354627-y07w2f43	164	14	.	.	PUNCT
cord-354627-y07w2f43	165	1	figure	figure	NOUN
cord-354627-y07w2f43	165	2	3	3	NUM
cord-354627-y07w2f43	165	3	presents	present	VERB
cord-354627-y07w2f43	165	4	the	the	DET
cord-354627-y07w2f43	165	5	plot	plot	NOUN
cord-354627-y07w2f43	165	6	diagram	diagram	NOUN
cord-354627-y07w2f43	165	7	for	for	ADP
cord-354627-y07w2f43	165	8	the	the	DET
cord-354627-y07w2f43	165	9	selected	select	VERB
cord-354627-y07w2f43	165	10	models	model	NOUN
cord-354627-y07w2f43	165	11	according	accord	VERB
cord-354627-y07w2f43	165	12	to	to	ADP
cord-354627-y07w2f43	165	13	table	table	NOUN
cord-354627-y07w2f43	165	14	3	3	NUM
cord-354627-y07w2f43	165	15	.	.	PUNCT
cord-354627-y07w2f43	166	1	cc	cc	X
cord-354627-y07w2f43	166	2	-	-	PUNCT
cord-354627-y07w2f43	166	3	by	by	ADP
cord-354627-y07w2f43	166	4	4.0	4.0	NUM
cord-354627-y07w2f43	166	5	international	international	ADJ
cord-354627-y07w2f43	166	6	license	license	NOUN
cord-354627-y07w2f43	166	7	it	it	PRON
cord-354627-y07w2f43	166	8	is	be	AUX
cord-354627-y07w2f43	166	9	made	make	VERB
cord-354627-y07w2f43	166	10	available	available	ADJ
cord-354627-y07w2f43	166	11	under	under	ADP
cord-354627-y07w2f43	166	12	a	a	PRON
cord-354627-y07w2f43	166	13	is	be	AUX
cord-354627-y07w2f43	166	14	the	the	DET
cord-354627-y07w2f43	166	15	author	author	NOUN
cord-354627-y07w2f43	166	16	/	/	SYM
cord-354627-y07w2f43	166	17	funder	funder	NOUN
cord-354627-y07w2f43	166	18	,	,	PUNCT
cord-354627-y07w2f43	166	19	who	who	PRON
cord-354627-y07w2f43	166	20	has	have	AUX
cord-354627-y07w2f43	166	21	granted	grant	VERB
cord-354627-y07w2f43	166	22	medrxiv	medrxiv	PROPN
cord-354627-y07w2f43	166	23	a	a	DET
cord-354627-y07w2f43	166	24	license	license	NOUN
cord-354627-y07w2f43	166	25	to	to	PART
cord-354627-y07w2f43	166	26	display	display	VERB
cord-354627-y07w2f43	166	27	the	the	DET
cord-354627-y07w2f43	166	28	preprint	preprint	NOUN
cord-354627-y07w2f43	166	29	in	in	ADP
cord-354627-y07w2f43	166	30	perpetuity	perpetuity	NOUN
cord-354627-y07w2f43	166	31	.	.	PUNCT
cord-354627-y07w2f43	167	1	the	the	DET
cord-354627-y07w2f43	167	2	copyright	copyright	NOUN
cord-354627-y07w2f43	167	3	holder	holder	NOUN
cord-354627-y07w2f43	167	4	for	for	ADP
cord-354627-y07w2f43	167	5	this	this	DET
cord-354627-y07w2f43	167	6	preprint	preprint	NOUN
cord-354627-y07w2f43	167	7	this	this	DET
cord-354627-y07w2f43	167	8	version	version	NOUN
cord-354627-y07w2f43	167	9	posted	post	VERB
cord-354627-y07w2f43	167	10	may	may	PROPN
cord-354627-y07w2f43	167	11	6	6	NUM
cord-354627-y07w2f43	167	12	,	,	PUNCT
cord-354627-y07w2f43	167	13	2020	2020	NUM
cord-354627-y07w2f43	167	14	.	.	PUNCT
cord-354627-y07w2f43	168	1	according	accord	VERB
cord-354627-y07w2f43	168	2	to	to	ADP
cord-354627-y07w2f43	168	3	figure	figure	NOUN
cord-354627-y07w2f43	168	4	6	6	NUM
cord-354627-y07w2f43	168	5	,	,	PUNCT
cord-354627-y07w2f43	168	6	mlp	mlp	PROPN
cord-354627-y07w2f43	168	7	-	-	PUNCT
cord-354627-y07w2f43	168	8	ica	ica	PROPN
cord-354627-y07w2f43	168	9	in	in	ADP
cord-354627-y07w2f43	168	10	the	the	DET
cord-354627-y07w2f43	168	11	presence	presence	NOUN
cord-354627-y07w2f43	168	12	of	of	ADP
cord-354627-y07w2f43	168	13	scenario	scenario	NOUN
cord-354627-y07w2f43	168	14	2	2	NUM
cord-354627-y07w2f43	168	15	provides	provide	VERB
cord-354627-y07w2f43	168	16	lower	low	ADJ
cord-354627-y07w2f43	168	17	deviation	deviation	NOUN
cord-354627-y07w2f43	168	18	from	from	ADP
cord-354627-y07w2f43	168	19	target	target	NOUN
cord-354627-y07w2f43	168	20	.	.	PUNCT
cord-354627-y07w2f43	169	1	cc	cc	X
cord-354627-y07w2f43	169	2	-	-	PUNCT
cord-354627-y07w2f43	169	3	by	by	ADP
cord-354627-y07w2f43	169	4	4.0	4.0	NUM
cord-354627-y07w2f43	169	5	international	international	ADJ
cord-354627-y07w2f43	169	6	license	license	NOUN
cord-354627-y07w2f43	169	7	it	it	PRON
cord-354627-y07w2f43	169	8	is	be	AUX
cord-354627-y07w2f43	169	9	made	make	VERB
cord-354627-y07w2f43	169	10	available	available	ADJ
cord-354627-y07w2f43	169	11	under	under	ADP
cord-354627-y07w2f43	169	12	a	a	PRON
cord-354627-y07w2f43	169	13	is	be	AUX
cord-354627-y07w2f43	169	14	the	the	DET
cord-354627-y07w2f43	169	15	author	author	NOUN
cord-354627-y07w2f43	169	16	/	/	SYM
cord-354627-y07w2f43	169	17	funder	funder	NOUN
cord-354627-y07w2f43	169	18	,	,	PUNCT
cord-354627-y07w2f43	169	19	who	who	PRON
cord-354627-y07w2f43	169	20	has	have	AUX
cord-354627-y07w2f43	169	21	granted	grant	VERB
cord-354627-y07w2f43	169	22	medrxiv	medrxiv	PROPN
cord-354627-y07w2f43	169	23	a	a	DET
cord-354627-y07w2f43	169	24	license	license	NOUN
cord-354627-y07w2f43	169	25	to	to	PART
cord-354627-y07w2f43	169	26	display	display	VERB
cord-354627-y07w2f43	169	27	the	the	DET
cord-354627-y07w2f43	169	28	preprint	preprint	NOUN
cord-354627-y07w2f43	169	29	in	in	ADP
cord-354627-y07w2f43	169	30	perpetuity	perpetuity	NOUN
cord-354627-y07w2f43	169	31	.	.	PUNCT
cord-354627-y07w2f43	170	1	the	the	DET
cord-354627-y07w2f43	170	2	copyright	copyright	NOUN
cord-354627-y07w2f43	170	3	holder	holder	NOUN
cord-354627-y07w2f43	170	4	for	for	ADP
cord-354627-y07w2f43	170	5	this	this	DET
cord-354627-y07w2f43	170	6	preprint	preprint	NOUN
cord-354627-y07w2f43	170	7	this	this	DET
cord-354627-y07w2f43	170	8	version	version	NOUN
cord-354627-y07w2f43	170	9	posted	post	VERB
cord-354627-y07w2f43	170	10	may	may	PROPN
cord-354627-y07w2f43	170	11	6	6	NUM
cord-354627-y07w2f43	170	12	,	,	PUNCT
cord-354627-y07w2f43	170	13	2020	2020	NUM
cord-354627-y07w2f43	170	14	.	.	PUNCT
cord-354627-y07w2f43	170	15	.	.	PUNCT
cord-354627-y07w2f43	171	1	https://doi.org/10.1101/2020.05.02.20088427	https://doi.org/10.1101/2020.05.02.20088427	NOUN
cord-354627-y07w2f43	171	2	doi	doi	PROPN
cord-354627-y07w2f43	171	3	:	:	PUNCT
cord-354627-y07w2f43	171	4	medrxiv	medrxiv	PROPN
cord-354627-y07w2f43	171	5	preprint	preprint	NOUN
cord-354627-y07w2f43	171	6	value	value	NOUN
cord-354627-y07w2f43	171	7	followed	follow	VERB
cord-354627-y07w2f43	171	8	by	by	ADP
cord-354627-y07w2f43	171	9	mlp	mlp	PROPN
cord-354627-y07w2f43	171	10	-	-	PUNCT
cord-354627-y07w2f43	171	11	ica	ica	PROPN
cord-354627-y07w2f43	171	12	in	in	ADP
cord-354627-y07w2f43	171	13	the	the	DET
cord-354627-y07w2f43	171	14	presence	presence	NOUN
cord-354627-y07w2f43	171	15	of	of	ADP
cord-354627-y07w2f43	171	16	scenario1	scenario1	NOUN
cord-354627-y07w2f43	171	17	than	than	ADP
cord-354627-y07w2f43	171	18	the	the	DET
cord-354627-y07w2f43	171	19	anfis	anfis	PROPN
cord-354627-y07w2f43	171	20	in	in	ADP
cord-354627-y07w2f43	171	21	the	the	DET
cord-354627-y07w2f43	171	22	presence	presence	NOUN
cord-354627-y07w2f43	171	23	of	of	ADP
cord-354627-y07w2f43	171	24	both	both	DET
cord-354627-y07w2f43	171	25	scenarios	scenario	NOUN
cord-354627-y07w2f43	171	26	.	.	PUNCT
cord-354627-y07w2f43	172	1	figures	figure	NOUN
cord-354627-y07w2f43	172	2	8	8	NUM
cord-354627-y07w2f43	172	3	and	and	CCONJ
cord-354627-y07w2f43	172	4	9	9	NUM
cord-354627-y07w2f43	172	5	present	present	ADJ
cord-354627-y07w2f43	172	6	total	total	ADJ
cord-354627-y07w2f43	172	7	cases	case	NOUN
cord-354627-y07w2f43	172	8	and	and	CCONJ
cord-354627-y07w2f43	172	9	total	total	ADJ
cord-354627-y07w2f43	172	10	mortality	mortality	NOUN
cord-354627-y07w2f43	172	11	rate	rate	NOUN
cord-354627-y07w2f43	172	12	,	,	PUNCT
cord-354627-y07w2f43	172	13	respectively	respectively	ADV
cord-354627-y07w2f43	172	14	,	,	PUNCT
cord-354627-y07w2f43	172	15	and	and	CCONJ
cord-354627-y07w2f43	172	16	figure	figure	VERB
cord-354627-y07w2f43	172	17	10	10	NUM
cord-354627-y07w2f43	172	18	and	and	CCONJ
cord-354627-y07w2f43	172	19	11	11	NUM
cord-354627-y07w2f43	172	20	present	present	VERB
cord-354627-y07w2f43	172	21	the	the	DET
cord-354627-y07w2f43	172	22	daily	daily	ADJ
cord-354627-y07w2f43	172	23	prediction	prediction	NOUN
cord-354627-y07w2f43	172	24	of	of	ADP
cord-354627-y07w2f43	172	25	the	the	DET
cord-354627-y07w2f43	172	26	results	result	NOUN
cord-354627-y07w2f43	172	27	from	from	ADP
cord-354627-y07w2f43	172	28	20	20	NUM
cord-354627-y07w2f43	172	29	-	-	PUNCT
cord-354627-y07w2f43	172	30	april	april	NOUN
cord-354627-y07w2f43	172	31	to	to	ADP
cord-354627-y07w2f43	172	32	30	30	NUM
cord-354627-y07w2f43	172	33	-	-	PUNCT
cord-354627-y07w2f43	172	34	july	july	NOUN
cord-354627-y07w2f43	172	35	.	.	PUNCT
cord-354627-y07w2f43	173	1	each	each	DET
cord-354627-y07w2f43	173	2	figure	figure	NOUN
cord-354627-y07w2f43	173	3	has	have	VERB
cord-354627-y07w2f43	173	4	two	two	NUM
cord-354627-y07w2f43	173	5	sections	section	NOUN
cord-354627-y07w2f43	173	6	including	include	VERB
cord-354627-y07w2f43	173	7	the	the	DET
cord-354627-y07w2f43	173	8	reported	report	VERB
cord-354627-y07w2f43	173	9	.	.	PUNCT
cord-354627-y07w2f43	174	1	cc	cc	X
cord-354627-y07w2f43	174	2	-	-	PUNCT
cord-354627-y07w2f43	174	3	by	by	ADP
cord-354627-y07w2f43	174	4	4.0	4.0	NUM
cord-354627-y07w2f43	174	5	international	international	ADJ
cord-354627-y07w2f43	174	6	license	license	NOUN
cord-354627-y07w2f43	174	7	it	it	PRON
cord-354627-y07w2f43	174	8	is	be	AUX
cord-354627-y07w2f43	174	9	made	make	VERB
cord-354627-y07w2f43	174	10	available	available	ADJ
cord-354627-y07w2f43	174	11	under	under	ADP
cord-354627-y07w2f43	174	12	a	a	PRON
cord-354627-y07w2f43	174	13	is	be	AUX
cord-354627-y07w2f43	174	14	the	the	DET
cord-354627-y07w2f43	174	15	author	author	NOUN
cord-354627-y07w2f43	174	16	/	/	SYM
cord-354627-y07w2f43	174	17	funder	funder	NOUN
cord-354627-y07w2f43	174	18	,	,	PUNCT
cord-354627-y07w2f43	174	19	who	who	PRON
cord-354627-y07w2f43	174	20	has	have	AUX
cord-354627-y07w2f43	174	21	granted	grant	VERB
cord-354627-y07w2f43	174	22	medrxiv	medrxiv	PROPN
cord-354627-y07w2f43	174	23	a	a	DET
cord-354627-y07w2f43	174	24	license	license	NOUN
cord-354627-y07w2f43	174	25	to	to	PART
cord-354627-y07w2f43	174	26	display	display	VERB
cord-354627-y07w2f43	174	27	the	the	DET
cord-354627-y07w2f43	174	28	preprint	preprint	NOUN
cord-354627-y07w2f43	174	29	in	in	ADP
cord-354627-y07w2f43	174	30	perpetuity	perpetuity	NOUN
cord-354627-y07w2f43	174	31	.	.	PUNCT
cord-354627-y07w2f43	175	1	the	the	DET
cord-354627-y07w2f43	175	2	copyright	copyright	NOUN
cord-354627-y07w2f43	175	3	holder	holder	NOUN
cord-354627-y07w2f43	175	4	for	for	ADP
cord-354627-y07w2f43	175	5	this	this	DET
cord-354627-y07w2f43	175	6	preprint	preprint	NOUN
cord-354627-y07w2f43	175	7	this	this	DET
cord-354627-y07w2f43	175	8	version	version	NOUN
cord-354627-y07w2f43	175	9	posted	post	VERB
cord-354627-y07w2f43	175	10	may	may	PROPN
cord-354627-y07w2f43	175	11	6	6	NUM
cord-354627-y07w2f43	175	12	,	,	PUNCT
cord-354627-y07w2f43	175	13	2020	2020	NUM
cord-354627-y07w2f43	175	14	.	.	PUNCT
cord-354627-y07w2f43	176	1	is	be	AUX
cord-354627-y07w2f43	176	2	the	the	DET
cord-354627-y07w2f43	176	3	author	author	NOUN
cord-354627-y07w2f43	176	4	/	/	SYM
cord-354627-y07w2f43	176	5	funder	funder	NOUN
cord-354627-y07w2f43	176	6	,	,	PUNCT
cord-354627-y07w2f43	176	7	who	who	PRON
cord-354627-y07w2f43	176	8	has	have	AUX
cord-354627-y07w2f43	176	9	granted	grant	VERB
cord-354627-y07w2f43	176	10	medrxiv	medrxiv	PROPN
cord-354627-y07w2f43	176	11	a	a	DET
cord-354627-y07w2f43	176	12	license	license	NOUN
cord-354627-y07w2f43	176	13	to	to	PART
cord-354627-y07w2f43	176	14	display	display	VERB
cord-354627-y07w2f43	176	15	the	the	DET
cord-354627-y07w2f43	176	16	preprint	preprint	NOUN
cord-354627-y07w2f43	176	17	in	in	ADP
cord-354627-y07w2f43	176	18	perpetuity	perpetuity	NOUN
cord-354627-y07w2f43	176	19	.	.	PUNCT
cord-354627-y07w2f43	177	1	the	the	DET
cord-354627-y07w2f43	177	2	copyright	copyright	NOUN
cord-354627-y07w2f43	177	3	holder	holder	NOUN
cord-354627-y07w2f43	177	4	for	for	ADP
cord-354627-y07w2f43	177	5	this	this	DET
cord-354627-y07w2f43	177	6	preprint	preprint	NOUN
cord-354627-y07w2f43	177	7	this	this	DET
cord-354627-y07w2f43	177	8	version	version	NOUN
cord-354627-y07w2f43	177	9	posted	post	VERB
cord-354627-y07w2f43	177	10	may	may	PROPN
cord-354627-y07w2f43	177	11	6	6	NUM
cord-354627-y07w2f43	177	12	,	,	PUNCT
cord-354627-y07w2f43	177	13	2020	2020	NUM
cord-354627-y07w2f43	177	14	.	.	PUNCT
cord-354627-y07w2f43	177	15	.	.	PUNCT
cord-354627-y07w2f43	178	1	table	table	NOUN
cord-354627-y07w2f43	178	2	7	7	NUM
cord-354627-y07w2f43	178	3	.	.	PUNCT
cord-354627-y07w2f43	178	4	represents	represent	VERB
cord-354627-y07w2f43	178	5	the	the	DET
cord-354627-y07w2f43	178	6	validation	validation	NOUN
cord-354627-y07w2f43	178	7	of	of	ADP
cord-354627-y07w2f43	178	8	the	the	DET
cord-354627-y07w2f43	178	9	mpl	mpl	PROPN
cord-354627-y07w2f43	178	10	-	-	PUNCT
cord-354627-y07w2f43	178	11	ica	ica	PROPN
cord-354627-y07w2f43	178	12	and	and	CCONJ
cord-354627-y07w2f43	178	13	anfis	anfis	PROPN
cord-354627-y07w2f43	178	14	models	model	NOUN
cord-354627-y07w2f43	178	15	for	for	ADP
cord-354627-y07w2f43	178	16	the	the	DET
cord-354627-y07w2f43	178	17	period	period	NOUN
cord-354627-y07w2f43	178	18	of	of	ADP
cord-354627-y07w2f43	178	19	20	20	NUM
cord-354627-y07w2f43	178	20	-	-	SYM
cord-354627-y07w2f43	178	21	28	28	NUM
cord-354627-y07w2f43	178	22	april	april	NOUN
cord-354627-y07w2f43	178	23	.	.	PUNCT
cord-354627-y07w2f43	179	1	the	the	DET
cord-354627-y07w2f43	179	2	proposed	propose	VERB
cord-354627-y07w2f43	179	3	model	model	NOUN
cord-354627-y07w2f43	179	4	of	of	ADP
cord-354627-y07w2f43	179	5	mpl	mpl	PROPN
cord-354627-y07w2f43	179	6	-	-	PUNCT
cord-354627-y07w2f43	179	7	ica	ica	PROPN
cord-354627-y07w2f43	179	8	presented	present	VERB
cord-354627-y07w2f43	179	9	promising	promising	ADJ
cord-354627-y07w2f43	179	10	values	value	NOUN
cord-354627-y07w2f43	179	11	for	for	ADP
cord-354627-y07w2f43	179	12	rmse	rmse	NOUN
cord-354627-y07w2f43	179	13	and	and	CCONJ
cord-354627-y07w2f43	179	14	determination	determination	NOUN
cord-354627-y07w2f43	179	15	coefficient	coefficient	NOUN
cord-354627-y07w2f43	179	16	for	for	ADP
cord-354627-y07w2f43	179	17	prediction	prediction	NOUN
cord-354627-y07w2f43	179	18	of	of	ADP
cord-354627-y07w2f43	179	19	both	both	PRON
cord-354627-y07w2f43	179	20	outbreak	outbreak	NOUN
cord-354627-y07w2f43	179	21	and	and	CCONJ
cord-354627-y07w2f43	179	22	total	total	ADJ
cord-354627-y07w2f43	179	23	mortality	mortality	NOUN
cord-354627-y07w2f43	179	24	.	.	PUNCT
cord-354627-y07w2f43	180	1	this	this	DET
cord-354627-y07w2f43	180	2	approach	approach	NOUN
cord-354627-y07w2f43	180	3	outperforms	outperform	VERB
cord-354627-y07w2f43	180	4	commonly	commonly	ADV
cord-354627-y07w2f43	180	5	used	use	VERB
cord-354627-y07w2f43	180	6	prediction	prediction	NOUN
cord-354627-y07w2f43	180	7	tools	tool	NOUN
cord-354627-y07w2f43	180	8	in	in	ADP
cord-354627-y07w2f43	180	9	the	the	DET
cord-354627-y07w2f43	180	10	case	case	NOUN
cord-354627-y07w2f43	180	11	of	of	ADP
cord-354627-y07w2f43	180	12	hungary	hungary	PROPN
cord-354627-y07w2f43	180	13	.	.	PUNCT
cord-354627-y07w2f43	181	1	more	more	ADJ
cord-354627-y07w2f43	181	2	work	work	NOUN
cord-354627-y07w2f43	181	3	is	be	AUX
cord-354627-y07w2f43	181	4	required	require	VERB
cord-354627-y07w2f43	181	5	if	if	SCONJ
cord-354627-y07w2f43	181	6	this	this	DET
cord-354627-y07w2f43	181	7	technique	technique	NOUN
cord-354627-y07w2f43	181	8	is	be	AUX
cord-354627-y07w2f43	181	9	adequate	adequate	ADJ
cord-354627-y07w2f43	181	10	in	in	ADP
cord-354627-y07w2f43	181	11	all	all	DET
cord-354627-y07w2f43	181	12	cases	case	NOUN
cord-354627-y07w2f43	181	13	and	and	CCONJ
cord-354627-y07w2f43	181	14	for	for	ADP
cord-354627-y07w2f43	181	15	different	different	ADJ
cord-354627-y07w2f43	181	16	population	population	NOUN
cord-354627-y07w2f43	181	17	types	type	NOUN
cord-354627-y07w2f43	181	18	and	and	CCONJ
cord-354627-y07w2f43	181	19	sizes	size	NOUN
cord-354627-y07w2f43	181	20	.	.	PUNCT
cord-354627-y07w2f43	182	1	nonetheless	nonetheless	ADV
cord-354627-y07w2f43	182	2	,	,	PUNCT
cord-354627-y07w2f43	182	3	the	the	DET
cord-354627-y07w2f43	182	4	learning	learning	NOUN
cord-354627-y07w2f43	182	5	approach	approach	NOUN
cord-354627-y07w2f43	182	6	could	could	AUX
cord-354627-y07w2f43	182	7	overcome	overcome	VERB
cord-354627-y07w2f43	182	8	imperfect	imperfect	ADJ
cord-354627-y07w2f43	182	9	input	input	NOUN
cord-354627-y07w2f43	182	10	data	datum	NOUN
cord-354627-y07w2f43	182	11	.	.	PUNCT
cord-354627-y07w2f43	183	1	incomplete	incomplete	ADJ
cord-354627-y07w2f43	183	2	catalogs	catalog	NOUN
cord-354627-y07w2f43	183	3	can	can	AUX
cord-354627-y07w2f43	183	4	occur	occur	VERB
cord-354627-y07w2f43	183	5	because	because	SCONJ
cord-354627-y07w2f43	183	6	infected	infected	ADJ
cord-354627-y07w2f43	183	7	persons	person	NOUN
cord-354627-y07w2f43	183	8	are	be	AUX
cord-354627-y07w2f43	183	9	asymptotic	asymptotic	ADJ
cord-354627-y07w2f43	183	10	,	,	PUNCT
cord-354627-y07w2f43	183	11	not	not	PART
cord-354627-y07w2f43	183	12	tested	test	VERB
cord-354627-y07w2f43	183	13	,	,	PUNCT
cord-354627-y07w2f43	183	14	or	or	CCONJ
cord-354627-y07w2f43	183	15	not	not	PART
cord-354627-y07w2f43	183	16	listed	list	VERB
cord-354627-y07w2f43	183	17	in	in	ADP
cord-354627-y07w2f43	183	18	databases	database	NOUN
cord-354627-y07w2f43	183	19	.	.	PUNCT
cord-354627-y07w2f43	184	1	tests	test	NOUN
cord-354627-y07w2f43	184	2	in	in	ADP
cord-354627-y07w2f43	184	3	a	a	DET
cord-354627-y07w2f43	184	4	closed	closed	ADJ
cord-354627-y07w2f43	184	5	environment	environment	NOUN
cord-354627-y07w2f43	184	6	such	such	ADJ
cord-354627-y07w2f43	184	7	as	as	ADP
cord-354627-y07w2f43	184	8	large	large	ADJ
cord-354627-y07w2f43	184	9	aircraft	aircraft	NOUN
cord-354627-y07w2f43	184	10	carriers	carrier	NOUN
cord-354627-y07w2f43	184	11	in	in	ADP
cord-354627-y07w2f43	184	12	france	france	PROPN
cord-354627-y07w2f43	184	13	and	and	CCONJ
cord-354627-y07w2f43	184	14	the	the	DET
cord-354627-y07w2f43	184	15	us	us	PROPN
cord-354627-y07w2f43	184	16	have	have	AUX
cord-354627-y07w2f43	184	17	shown	show	VERB
cord-354627-y07w2f43	184	18	that	that	SCONJ
cord-354627-y07w2f43	184	19	up	up	ADP
cord-354627-y07w2f43	184	20	to	to	PART
cord-354627-y07w2f43	184	21	60	60	NUM
cord-354627-y07w2f43	184	22	%	%	NOUN
cord-354627-y07w2f43	184	23	of	of	ADP
cord-354627-y07w2f43	184	24	the	the	DET
cord-354627-y07w2f43	184	25	infected	infect	VERB
cord-354627-y07w2f43	184	26	personnel	personnel	NOUN
cord-354627-y07w2f43	184	27	were	be	AUX
cord-354627-y07w2f43	184	28	asymptomatic	asymptomatic	ADJ
cord-354627-y07w2f43	184	29	.	.	PUNCT
cord-354627-y07w2f43	185	1	of	of	ADV
cord-354627-y07w2f43	185	2	course	course	NOUN
cord-354627-y07w2f43	185	3	,	,	PUNCT
cord-354627-y07w2f43	185	4	military	military	ADJ
cord-354627-y07w2f43	185	5	personals	personal	NOUN
cord-354627-y07w2f43	185	6	are	be	AUX
cord-354627-y07w2f43	185	7	not	not	PART
cord-354627-y07w2f43	185	8	representative	representative	ADJ
cord-354627-y07w2f43	185	9	of	of	ADP
cord-354627-y07w2f43	185	10	large	large	ADJ
cord-354627-y07w2f43	185	11	and	and	CCONJ
cord-354627-y07w2f43	185	12	mixed	mixed	ADJ
cord-354627-y07w2f43	185	13	populations	population	NOUN
cord-354627-y07w2f43	185	14	.	.	PUNCT
cord-354627-y07w2f43	186	1	nonetheless	nonetheless	ADV
cord-354627-y07w2f43	186	2	,	,	PUNCT
cord-354627-y07w2f43	186	3	it	it	PRON
cord-354627-y07w2f43	186	4	shows	show	VERB
cord-354627-y07w2f43	186	5	that	that	SCONJ
cord-354627-y07w2f43	186	6	false	false	ADJ
cord-354627-y07w2f43	186	7	negatives	negative	NOUN
cord-354627-y07w2f43	186	8	can	can	AUX
cord-354627-y07w2f43	186	9	be	be	AUX
cord-354627-y07w2f43	186	10	abundant	abundant	ADJ
cord-354627-y07w2f43	186	11	.	.	PUNCT
cord-354627-y07w2f43	187	1	in	in	ADP
cord-354627-y07w2f43	187	2	emerging	emerge	VERB
cord-354627-y07w2f43	187	3	countries	country	NOUN
cord-354627-y07w2f43	187	4	,	,	PUNCT
cord-354627-y07w2f43	187	5	access	access	NOUN
cord-354627-y07w2f43	187	6	to	to	ADP
cord-354627-y07w2f43	187	7	laboratory	laboratory	NOUN
cord-354627-y07w2f43	187	8	equipment	equipment	NOUN
cord-354627-y07w2f43	187	9	required	require	VERB
cord-354627-y07w2f43	187	10	for	for	ADP
cord-354627-y07w2f43	187	11	testing	testing	NOUN
cord-354627-y07w2f43	187	12	is	be	AUX
cord-354627-y07w2f43	187	13	extremely	extremely	ADV
cord-354627-y07w2f43	187	14	limited	limited	ADJ
cord-354627-y07w2f43	187	15	.	.	PUNCT
cord-354627-y07w2f43	188	1	this	this	PRON
cord-354627-y07w2f43	188	2	will	will	AUX
cord-354627-y07w2f43	188	3	introduce	introduce	VERB
cord-354627-y07w2f43	188	4	a	a	DET
cord-354627-y07w2f43	188	5	bias	bias	NOUN
cord-354627-y07w2f43	188	6	in	in	ADP
cord-354627-y07w2f43	188	7	the	the	DET
cord-354627-y07w2f43	188	8	counting	counting	NOUN
cord-354627-y07w2f43	188	9	.	.	PUNCT
cord-354627-y07w2f43	189	1	finally	finally	ADV
cord-354627-y07w2f43	189	2	,	,	PUNCT
cord-354627-y07w2f43	189	3	it	it	PRON
cord-354627-y07w2f43	189	4	is	be	AUX
cord-354627-y07w2f43	189	5	unclear	unclear	ADJ
cord-354627-y07w2f43	189	6	if	if	SCONJ
cord-354627-y07w2f43	189	7	all	all	DET
cord-354627-y07w2f43	189	8	the	the	DET
cord-354627-y07w2f43	189	9	cases	case	NOUN
cord-354627-y07w2f43	189	10	are	be	AUX
cord-354627-y07w2f43	189	11	registered	register	VERB
cord-354627-y07w2f43	189	12	.	.	PUNCT
cord-354627-y07w2f43	190	1	in	in	ADP
cord-354627-y07w2f43	190	2	the	the	DET
cord-354627-y07w2f43	190	3	uk	uk	PROPN
cord-354627-y07w2f43	190	4	for	for	ADP
cord-354627-y07w2f43	190	5	example	example	NOUN
cord-354627-y07w2f43	190	6	,	,	PUNCT
cord-354627-y07w2f43	190	7	it	it	PRON
cord-354627-y07w2f43	190	8	took	take	VERB
cord-354627-y07w2f43	190	9	public	public	ADJ
cord-354627-y07w2f43	190	10	pressure	pressure	NOUN
cord-354627-y07w2f43	190	11	for	for	SCONJ
cord-354627-y07w2f43	190	12	the	the	DET
cord-354627-y07w2f43	190	13	government	government	NOUN
cord-354627-y07w2f43	190	14	to	to	PART
cord-354627-y07w2f43	190	15	make	make	VERB
cord-354627-y07w2f43	190	16	the	the	DET
cord-354627-y07w2f43	190	17	casualties	casualty	NOUN
cord-354627-y07w2f43	190	18	in	in	ADP
cord-354627-y07w2f43	190	19	retirement	retirement	NOUN
cord-354627-y07w2f43	190	20	hospices	hospice	NOUN
cord-354627-y07w2f43	190	21	known	know	VERB
cord-354627-y07w2f43	190	22	.	.	PUNCT
cord-354627-y07w2f43	191	1	and	and	CCONJ
cord-354627-y07w2f43	191	2	there	there	PRON
cord-354627-y07w2f43	191	3	is	be	VERB
cord-354627-y07w2f43	191	4	still	still	ADV
cord-354627-y07w2f43	191	5	doubt	doubt	NOUN
cord-354627-y07w2f43	191	6	in	in	ADP
cord-354627-y07w2f43	191	7	the	the	DET
cord-354627-y07w2f43	191	8	community	community	NOUN
cord-354627-y07w2f43	191	9	that	that	PRON
cord-354627-y07w2f43	191	10	china	china	PROPN
cord-354627-y07w2f43	191	11	produced	produce	VERB
cord-354627-y07w2f43	191	12	complete	complete	ADJ
cord-354627-y07w2f43	191	13	data	datum	NOUN
cord-354627-y07w2f43	191	14	for	for	ADP
cord-354627-y07w2f43	191	15	political	political	ADJ
cord-354627-y07w2f43	191	16	reasons	reason	NOUN
cord-354627-y07w2f43	191	17	.	.	PUNCT
cord-354627-y07w2f43	192	1	at	at	ADP
cord-354627-y07w2f43	192	2	the	the	DET
cord-354627-y07w2f43	192	3	same	same	ADJ
cord-354627-y07w2f43	192	4	time	time	NOUN
cord-354627-y07w2f43	192	5	,	,	PUNCT
cord-354627-y07w2f43	192	6	national	national	ADJ
cord-354627-y07w2f43	192	7	governments	government	NOUN
cord-354627-y07w2f43	192	8	and	and	CCONJ
cord-354627-y07w2f43	192	9	local	local	ADJ
cord-354627-y07w2f43	192	10	administrations	administration	NOUN
cord-354627-y07w2f43	192	11	implemented	implement	VERB
cord-354627-y07w2f43	192	12	containment	containment	NOUN
cord-354627-y07w2f43	192	13	measures	measure	NOUN
cord-354627-y07w2f43	192	14	such	such	ADJ
cord-354627-y07w2f43	192	15	as	as	ADP
cord-354627-y07w2f43	192	16	confinement	confinement	NOUN
cord-354627-y07w2f43	192	17	and	and	CCONJ
cord-354627-y07w2f43	192	18	social	social	ADJ
cord-354627-y07w2f43	192	19	distancing	distancing	NOUN
cord-354627-y07w2f43	192	20	.	.	PUNCT
cord-354627-y07w2f43	193	1	these	these	DET
cord-354627-y07w2f43	193	2	actions	action	NOUN
cord-354627-y07w2f43	193	3	have	have	VERB
cord-354627-y07w2f43	193	4	a	a	DET
cord-354627-y07w2f43	193	5	huge	huge	ADJ
cord-354627-y07w2f43	193	6	impact	impact	NOUN
cord-354627-y07w2f43	193	7	on	on	ADP
cord-354627-y07w2f43	193	8	transmissions	transmission	NOUN
cord-354627-y07w2f43	193	9	and	and	CCONJ
cord-354627-y07w2f43	193	10	thus	thus	ADV
cord-354627-y07w2f43	193	11	on	on	ADP
cord-354627-y07w2f43	193	12	cases	case	NOUN
cord-354627-y07w2f43	193	13	and	and	CCONJ
cord-354627-y07w2f43	193	14	casualties	casualty	NOUN
cord-354627-y07w2f43	193	15	.	.	PUNCT
cord-354627-y07w2f43	194	1	access	access	NOUN
cord-354627-y07w2f43	194	2	to	to	ADP
cord-354627-y07w2f43	194	3	modern	modern	ADJ
cord-354627-y07w2f43	194	4	medical	medical	ADJ
cord-354627-y07w2f43	194	5	facilities	facility	NOUN
cord-354627-y07w2f43	194	6	is	be	AUX
cord-354627-y07w2f43	194	7	also	also	ADV
cord-354627-y07w2f43	194	8	a	a	DET
cord-354627-y07w2f43	194	9	parameter	parameter	NOUN
cord-354627-y07w2f43	194	10	that	that	PRON
cord-354627-y07w2f43	194	11	mainly	mainly	ADV
cord-354627-y07w2f43	194	12	affects	affect	VERB
cord-354627-y07w2f43	194	13	the	the	DET
cord-354627-y07w2f43	194	14	number	number	NOUN
cord-354627-y07w2f43	194	15	of	of	ADP
cord-354627-y07w2f43	194	16	casualties	casualty	NOUN
cord-354627-y07w2f43	194	17	.	.	PUNCT
cord-354627-y07w2f43	195	1	all	all	DET
cord-354627-y07w2f43	195	2	these	these	DET
cord-354627-y07w2f43	195	3	aspects	aspect	NOUN
cord-354627-y07w2f43	195	4	will	will	AUX
cord-354627-y07w2f43	195	5	affect	affect	VERB
cord-354627-y07w2f43	195	6	traditional	traditional	ADJ
cord-354627-y07w2f43	195	7	estimation	estimation	NOUN
cord-354627-y07w2f43	195	8	procedures	procedure	NOUN
cord-354627-y07w2f43	195	9	whereas	whereas	SCONJ
cord-354627-y07w2f43	195	10	learning	learn	VERB
cord-354627-y07w2f43	195	11	algorithms	algorithm	NOUN
cord-354627-y07w2f43	195	12	might	might	AUX
cord-354627-y07w2f43	195	13	be	be	AUX
cord-354627-y07w2f43	195	14	able	able	ADJ
cord-354627-y07w2f43	195	15	to	to	PART
cord-354627-y07w2f43	195	16	adapt	adapt	VERB
cord-354627-y07w2f43	195	17	,	,	PUNCT
cord-354627-y07w2f43	195	18	especially	especially	ADV
cord-354627-y07w2f43	195	19	if	if	SCONJ
cord-354627-y07w2f43	195	20	multiple	multiple	ADJ
cord-354627-y07w2f43	195	21	datasets	dataset	NOUN
cord-354627-y07w2f43	195	22	are	be	AUX
cord-354627-y07w2f43	195	23	available	available	ADJ
cord-354627-y07w2f43	195	24	for	for	ADP
cord-354627-y07w2f43	195	25	a	a	DET
cord-354627-y07w2f43	195	26	given	give	VERB
cord-354627-y07w2f43	195	27	region	region	NOUN
cord-354627-y07w2f43	195	28	.	.	PUNCT
cord-354627-y07w2f43	196	1	not	not	PART
cord-354627-y07w2f43	196	2	only	only	ADV
cord-354627-y07w2f43	196	3	can	can	AUX
cord-354627-y07w2f43	196	4	our	our	PRON
cord-354627-y07w2f43	196	5	approach	approach	NOUN
cord-354627-y07w2f43	196	6	outperform	outperform	VERB
cord-354627-y07w2f43	196	7	the	the	DET
cord-354627-y07w2f43	196	8	commonly	commonly	ADV
cord-354627-y07w2f43	196	9	used	use	VERB
cord-354627-y07w2f43	196	10	sir	sir	NOUN
cord-354627-y07w2f43	196	11	but	but	CCONJ
cord-354627-y07w2f43	196	12	it	it	PRON
cord-354627-y07w2f43	196	13	requires	require	VERB
cord-354627-y07w2f43	196	14	fewer	few	ADJ
cord-354627-y07w2f43	196	15	input	input	NOUN
cord-354627-y07w2f43	196	16	data	datum	NOUN
cord-354627-y07w2f43	196	17	to	to	PART
cord-354627-y07w2f43	196	18	estimate	estimate	VERB
cord-354627-y07w2f43	196	19	the	the	DET
cord-354627-y07w2f43	196	20	trends	trend	NOUN
cord-354627-y07w2f43	196	21	.	.	PUNCT
cord-354627-y07w2f43	197	1	while	while	SCONJ
cord-354627-y07w2f43	197	2	we	we	PRON
cord-354627-y07w2f43	197	3	provide	provide	VERB
cord-354627-y07w2f43	197	4	successful	successful	ADJ
cord-354627-y07w2f43	197	5	results	result	NOUN
cord-354627-y07w2f43	197	6	for	for	ADP
cord-354627-y07w2f43	197	7	hungarian	hungarian	ADJ
cord-354627-y07w2f43	197	8	data	datum	NOUN
cord-354627-y07w2f43	197	9	we	we	PRON
cord-354627-y07w2f43	197	10	need	need	VERB
cord-354627-y07w2f43	197	11	to	to	PART
cord-354627-y07w2f43	197	12	further	far	ADV
cord-354627-y07w2f43	197	13	test	test	VERB
cord-354627-y07w2f43	197	14	these	these	DET
cord-354627-y07w2f43	197	15	novel	novel	NOUN
cord-354627-y07w2f43	197	16	approaches	approach	NOUN
cord-354627-y07w2f43	197	17	on	on	ADP
cord-354627-y07w2f43	197	18	other	other	ADJ
cord-354627-y07w2f43	197	19	databases	database	NOUN
cord-354627-y07w2f43	197	20	.	.	PUNCT
cord-354627-y07w2f43	198	1	nonetheless	nonetheless	ADV
cord-354627-y07w2f43	198	2	,	,	PUNCT
cord-354627-y07w2f43	198	3	the	the	DET
cord-354627-y07w2f43	198	4	presented	present	VERB
cord-354627-y07w2f43	198	5	results	result	NOUN
cord-354627-y07w2f43	198	6	are	be	AUX
cord-354627-y07w2f43	198	7	promising	promise	VERB
cord-354627-y07w2f43	198	8	and	and	CCONJ
cord-354627-y07w2f43	198	9	should	should	AUX
cord-354627-y07w2f43	198	10	incite	incite	VERB
cord-354627-y07w2f43	198	11	the	the	DET
cord-354627-y07w2f43	198	12	community	community	NOUN
cord-354627-y07w2f43	198	13	to	to	PART
cord-354627-y07w2f43	198	14	implement	implement	VERB
cord-354627-y07w2f43	198	15	these	these	DET
cord-354627-y07w2f43	198	16	new	new	ADJ
cord-354627-y07w2f43	198	17	tools	tool	NOUN
cord-354627-y07w2f43	198	18	rapidly	rapidly	ADV
cord-354627-y07w2f43	198	19	.	.	PUNCT
cord-354627-y07w2f43	199	1	although	although	SCONJ
cord-354627-y07w2f43	199	2	sir	sir	PROPN
cord-354627-y07w2f43	199	3	-	-	PUNCT
cord-354627-y07w2f43	199	4	based	base	VERB
cord-354627-y07w2f43	199	5	models	model	NOUN
cord-354627-y07w2f43	199	6	been	be	AUX
cord-354627-y07w2f43	199	7	widely	widely	ADV
cord-354627-y07w2f43	199	8	used	use	VERB
cord-354627-y07w2f43	199	9	for	for	ADP
cord-354627-y07w2f43	199	10	modeling	model	VERB
cord-354627-y07w2f43	199	11	the	the	DET
cord-354627-y07w2f43	199	12	covid-19	covid-19	PROPN
cord-354627-y07w2f43	199	13	outbreak	outbreak	NOUN
cord-354627-y07w2f43	199	14	,	,	PUNCT
cord-354627-y07w2f43	199	15	they	they	PRON
cord-354627-y07w2f43	199	16	include	include	VERB
cord-354627-y07w2f43	199	17	some	some	DET
cord-354627-y07w2f43	199	18	degree	degree	NOUN
cord-354627-y07w2f43	199	19	of	of	ADP
cord-354627-y07w2f43	199	20	uncertainties	uncertainty	NOUN
cord-354627-y07w2f43	199	21	.	.	PUNCT
cord-354627-y07w2f43	200	1	several	several	ADJ
cord-354627-y07w2f43	200	2	advancements	advancement	NOUN
cord-354627-y07w2f43	200	3	are	be	AUX
cord-354627-y07w2f43	200	4	emerging	emerge	VERB
cord-354627-y07w2f43	200	5	to	to	PART
cord-354627-y07w2f43	200	6	improve	improve	VERB
cord-354627-y07w2f43	200	7	the	the	DET
cord-354627-y07w2f43	200	8	quality	quality	NOUN
cord-354627-y07w2f43	200	9	of	of	ADP
cord-354627-y07w2f43	200	10	sirbased	sirbased	ADJ
cord-354627-y07w2f43	200	11	models	model	NOUN
cord-354627-y07w2f43	200	12	suitable	suitable	ADJ
cord-354627-y07w2f43	200	13	to	to	ADP
cord-354627-y07w2f43	200	14	covid-19	covid-19	PROPN
cord-354627-y07w2f43	200	15	outbreak	outbreak	NOUN
cord-354627-y07w2f43	200	16	.	.	PUNCT
cord-354627-y07w2f43	201	1	as	as	ADP
cord-354627-y07w2f43	201	2	an	an	DET
cord-354627-y07w2f43	201	3	alternative	alternative	NOUN
cord-354627-y07w2f43	201	4	to	to	ADP
cord-354627-y07w2f43	201	5	the	the	DET
cord-354627-y07w2f43	201	6	sir	sir	PROPN
cord-354627-y07w2f43	201	7	-	-	PUNCT
cord-354627-y07w2f43	201	8	based	base	VERB
cord-354627-y07w2f43	201	9	models	model	NOUN
cord-354627-y07w2f43	201	10	,	,	PUNCT
cord-354627-y07w2f43	201	11	this	this	DET
cord-354627-y07w2f43	201	12	study	study	NOUN
cord-354627-y07w2f43	201	13	proposed	propose	VERB
cord-354627-y07w2f43	201	14	machine	machine	NOUN
cord-354627-y07w2f43	201	15	learning	learning	NOUN
cord-354627-y07w2f43	201	16	as	as	ADP
cord-354627-y07w2f43	201	17	a	a	DET
cord-354627-y07w2f43	201	18	new	new	ADJ
cord-354627-y07w2f43	201	19	trend	trend	NOUN
cord-354627-y07w2f43	201	20	in	in	ADP
cord-354627-y07w2f43	201	21	advancing	advance	VERB
cord-354627-y07w2f43	201	22	outbreak	outbreak	NOUN
cord-354627-y07w2f43	201	23	models	model	NOUN
cord-354627-y07w2f43	201	24	.	.	PUNCT
cord-354627-y07w2f43	202	1	the	the	DET
cord-354627-y07w2f43	202	2	machine	machine	NOUN
cord-354627-y07w2f43	202	3	learning	learning	NOUN
cord-354627-y07w2f43	202	4	approach	approach	NOUN
cord-354627-y07w2f43	202	5	makes	make	VERB
cord-354627-y07w2f43	202	6	no	no	DET
cord-354627-y07w2f43	202	7	assumption	assumption	NOUN
cord-354627-y07w2f43	202	8	on	on	ADP
cord-354627-y07w2f43	202	9	the	the	DET
cord-354627-y07w2f43	202	10	pandemic	pandemic	NOUN
cord-354627-y07w2f43	202	11	and	and	CCONJ
cord-354627-y07w2f43	202	12	spread	spread	NOUN
cord-354627-y07w2f43	202	13	of	of	ADP
cord-354627-y07w2f43	202	14	the	the	DET
cord-354627-y07w2f43	202	15	infection	infection	NOUN
cord-354627-y07w2f43	202	16	.	.	PUNCT
cord-354627-y07w2f43	203	1	instead	instead	ADV
cord-354627-y07w2f43	203	2	it	it	PRON
cord-354627-y07w2f43	203	3	predicts	predict	VERB
cord-354627-y07w2f43	203	4	the	the	DET
cord-354627-y07w2f43	203	5	time	time	NOUN
cord-354627-y07w2f43	203	6	series	series	NOUN
cord-354627-y07w2f43	203	7	of	of	ADP
cord-354627-y07w2f43	203	8	the	the	DET
cord-354627-y07w2f43	203	9	infected	infect	VERB
cord-354627-y07w2f43	203	10	cases	case	NOUN
cord-354627-y07w2f43	203	11	as	as	ADV
cord-354627-y07w2f43	203	12	well	well	ADV
cord-354627-y07w2f43	203	13	as	as	ADP
cord-354627-y07w2f43	203	14	total	total	ADJ
cord-354627-y07w2f43	203	15	mortality	mortality	NOUN
cord-354627-y07w2f43	203	16	cases	case	NOUN
cord-354627-y07w2f43	203	17	.	.	PUNCT
cord-354627-y07w2f43	204	1	in	in	ADP
cord-354627-y07w2f43	204	2	this	this	DET
cord-354627-y07w2f43	204	3	study	study	NOUN
cord-354627-y07w2f43	204	4	the	the	DET
cord-354627-y07w2f43	204	5	hybrid	hybrid	NOUN
cord-354627-y07w2f43	204	6	machine	machine	NOUN
cord-354627-y07w2f43	204	7	learning	learning	NOUN
cord-354627-y07w2f43	204	8	model	model	NOUN
cord-354627-y07w2f43	204	9	of	of	ADP
cord-354627-y07w2f43	204	10	mlp	mlp	PROPN
cord-354627-y07w2f43	204	11	-	-	PUNCT
cord-354627-y07w2f43	204	12	ica	ica	PROPN
cord-354627-y07w2f43	204	13	and	and	CCONJ
cord-354627-y07w2f43	204	14	anfis	anfis	PROPN
cord-354627-y07w2f43	204	15	are	be	AUX
cord-354627-y07w2f43	204	16	used	use	VERB
cord-354627-y07w2f43	204	17	to	to	PART
cord-354627-y07w2f43	204	18	predict	predict	VERB
cord-354627-y07w2f43	204	19	the	the	DET
cord-354627-y07w2f43	204	20	covid-19	covid-19	PROPN
cord-354627-y07w2f43	204	21	outbreak	outbreak	NOUN
cord-354627-y07w2f43	204	22	in	in	ADP
cord-354627-y07w2f43	204	23	hungary	hungary	PROPN
cord-354627-y07w2f43	204	24	.	.	PUNCT
cord-354627-y07w2f43	205	1	the	the	DET
cord-354627-y07w2f43	205	2	models	model	NOUN
cord-354627-y07w2f43	205	3	predict	predict	VERB
cord-354627-y07w2f43	205	4	that	that	SCONJ
cord-354627-y07w2f43	205	5	by	by	ADP
cord-354627-y07w2f43	205	6	late	late	ADJ
cord-354627-y07w2f43	205	7	may	may	AUX
cord-354627-y07w2f43	205	8	the	the	DET
cord-354627-y07w2f43	205	9	outbreak	outbreak	NOUN
cord-354627-y07w2f43	205	10	and	and	CCONJ
cord-354627-y07w2f43	205	11	the	the	DET
cord-354627-y07w2f43	205	12	total	total	ADJ
cord-354627-y07w2f43	205	13	morality	morality	NOUN
cord-354627-y07w2f43	205	14	will	will	AUX
cord-354627-y07w2f43	205	15	drop	drop	VERB
cord-354627-y07w2f43	205	16	substantially	substantially	ADV
cord-354627-y07w2f43	205	17	.	.	PUNCT
cord-354627-y07w2f43	206	1	based	base	VERB
cord-354627-y07w2f43	206	2	on	on	ADP
cord-354627-y07w2f43	206	3	the	the	DET
cord-354627-y07w2f43	206	4	results	result	NOUN
cord-354627-y07w2f43	206	5	reported	report	VERB
cord-354627-y07w2f43	206	6	here	here	ADV
cord-354627-y07w2f43	206	7	,	,	PUNCT
cord-354627-y07w2f43	206	8	and	and	CCONJ
cord-354627-y07w2f43	206	9	due	due	ADP
cord-354627-y07w2f43	206	10	to	to	ADP
cord-354627-y07w2f43	206	11	the	the	DET
cord-354627-y07w2f43	206	12	complex	complex	ADJ
cord-354627-y07w2f43	206	13	nature	nature	NOUN
cord-354627-y07w2f43	206	14	of	of	ADP
cord-354627-y07w2f43	206	15	the	the	DET
cord-354627-y07w2f43	206	16	covid-19	covid-19	PROPN
cord-354627-y07w2f43	206	17	outbreak	outbreak	NOUN
cord-354627-y07w2f43	206	18	and	and	CCONJ
cord-354627-y07w2f43	206	19	variation	variation	NOUN
cord-354627-y07w2f43	206	20	in	in	ADP
cord-354627-y07w2f43	206	21	its	its	PRON
cord-354627-y07w2f43	206	22	behavior	behavior	NOUN
cord-354627-y07w2f43	206	23	from	from	ADP
cord-354627-y07w2f43	206	24	nation	nation	NOUN
cord-354627-y07w2f43	206	25	-	-	PUNCT
cord-354627-y07w2f43	206	26	to	to	ADP
cord-354627-y07w2f43	206	27	-	-	PUNCT
cord-354627-y07w2f43	206	28	nation	nation	NOUN
cord-354627-y07w2f43	206	29	,	,	PUNCT
cord-354627-y07w2f43	206	30	this	this	DET
cord-354627-y07w2f43	206	31	study	study	NOUN
cord-354627-y07w2f43	206	32	suggests	suggest	VERB
cord-354627-y07w2f43	206	33	machine	machine	NOUN
cord-354627-y07w2f43	206	34	learning	learning	NOUN
cord-354627-y07w2f43	206	35	as	as	ADP
cord-354627-y07w2f43	206	36	an	an	DET
cord-354627-y07w2f43	206	37	effective	effective	ADJ
cord-354627-y07w2f43	206	38	tool	tool	NOUN
cord-354627-y07w2f43	206	39	to	to	PART
cord-354627-y07w2f43	206	40	model	model	VERB
cord-354627-y07w2f43	206	41	the	the	DET
cord-354627-y07w2f43	206	42	outbreak	outbreak	NOUN
cord-354627-y07w2f43	206	43	.	.	PUNCT
cord-354627-y07w2f43	207	1	two	two	NUM
cord-354627-y07w2f43	207	2	scenarios	scenario	NOUN
cord-354627-y07w2f43	207	3	were	be	AUX
cord-354627-y07w2f43	207	4	proposed	propose	VERB
cord-354627-y07w2f43	207	5	.	.	PUNCT
cord-354627-y07w2f43	208	1	scenario	scenario	PROPN
cord-354627-y07w2f43	208	2	1	1	NUM
cord-354627-y07w2f43	208	3	considered	consider	VERB
cord-354627-y07w2f43	208	4	sampling	sample	VERB
cord-354627-y07w2f43	208	5	the	the	DET
cord-354627-y07w2f43	208	6	odd	odd	ADJ
cord-354627-y07w2f43	208	7	days	day	NOUN
cord-354627-y07w2f43	208	8	and	and	CCONJ
cord-354627-y07w2f43	208	9	scenario	scenario	NOUN
cord-354627-y07w2f43	208	10	2	2	NUM
cord-354627-y07w2f43	208	11	used	use	VERB
cord-354627-y07w2f43	208	12	even	even	ADJ
cord-354627-y07w2f43	208	13	days	day	NOUN
cord-354627-y07w2f43	208	14	for	for	ADP
cord-354627-y07w2f43	208	15	training	train	VERB
cord-354627-y07w2f43	208	16	the	the	DET
cord-354627-y07w2f43	208	17	data	datum	NOUN
cord-354627-y07w2f43	208	18	.	.	PUNCT
cord-354627-y07w2f43	209	1	training	train	VERB
cord-354627-y07w2f43	209	2	the	the	DET
cord-354627-y07w2f43	209	3	two	two	NUM
cord-354627-y07w2f43	209	4	machine	machine	NOUN
cord-354627-y07w2f43	209	5	learning	learning	NOUN
cord-354627-y07w2f43	209	6	models	model	NOUN
cord-354627-y07w2f43	209	7	anfis	anfis	PROPN
cord-354627-y07w2f43	209	8	and	and	CCONJ
cord-354627-y07w2f43	209	9	mlp	mlp	PROPN
cord-354627-y07w2f43	209	10	-	-	PUNCT
cord-354627-y07w2f43	209	11	ica	ica	PROPN
cord-354627-y07w2f43	209	12	were	be	AUX
cord-354627-y07w2f43	209	13	considered	consider	VERB
cord-354627-y07w2f43	209	14	for	for	ADP
cord-354627-y07w2f43	209	15	the	the	DET
cord-354627-y07w2f43	209	16	two	two	NUM
cord-354627-y07w2f43	209	17	scenarios	scenario	NOUN
cord-354627-y07w2f43	209	18	.	.	PUNCT
cord-354627-y07w2f43	210	1	a	a	DET
cord-354627-y07w2f43	210	2	detailed	detailed	ADJ
cord-354627-y07w2f43	210	3	investigation	investigation	NOUN
cord-354627-y07w2f43	210	4	was	be	AUX
cord-354627-y07w2f43	210	5	also	also	ADV
cord-354627-y07w2f43	210	6	carried	carry	VERB
cord-354627-y07w2f43	210	7	out	out	ADP
cord-354627-y07w2f43	210	8	to	to	PART
cord-354627-y07w2f43	210	9	explore	explore	VERB
cord-354627-y07w2f43	210	10	the	the	DET
cord-354627-y07w2f43	210	11	most	most	ADV
cord-354627-y07w2f43	210	12	suitable	suitable	ADJ
cord-354627-y07w2f43	210	13	number	number	NOUN
cord-354627-y07w2f43	210	14	of	of	ADP
cord-354627-y07w2f43	210	15	neurons	neuron	NOUN
cord-354627-y07w2f43	210	16	.	.	PUNCT
cord-354627-y07w2f43	211	1	furthermore	furthermore	ADV
cord-354627-y07w2f43	211	2	,	,	PUNCT
cord-354627-y07w2f43	211	3	the	the	DET
cord-354627-y07w2f43	211	4	performance	performance	NOUN
cord-354627-y07w2f43	211	5	of	of	ADP
cord-354627-y07w2f43	211	6	the	the	DET
cord-354627-y07w2f43	211	7	proposed	propose	VERB
cord-354627-y07w2f43	211	8	algorithm	algorithm	NOUN
cord-354627-y07w2f43	211	9	is	be	AUX
cord-354627-y07w2f43	211	10	evaluated	evaluate	VERB
cord-354627-y07w2f43	211	11	using	use	VERB
cord-354627-y07w2f43	211	12	both	both	CCONJ
cord-354627-y07w2f43	211	13	training	training	NOUN
cord-354627-y07w2f43	211	14	and	and	CCONJ
cord-354627-y07w2f43	211	15	validation	validation	NOUN
cord-354627-y07w2f43	211	16	data	datum	NOUN
cord-354627-y07w2f43	211	17	.	.	PUNCT
cord-354627-y07w2f43	212	1	the	the	DET
cord-354627-y07w2f43	212	2	training	training	NOUN
cord-354627-y07w2f43	212	3	data	datum	NOUN
cord-354627-y07w2f43	212	4	are	be	AUX
cord-354627-y07w2f43	212	5	used	use	VERB
cord-354627-y07w2f43	212	6	to	to	PART
cord-354627-y07w2f43	212	7	train	train	VERB
cord-354627-y07w2f43	212	8	the	the	DET
cord-354627-y07w2f43	212	9	algorithm	algorithm	NOUN
cord-354627-y07w2f43	212	10	and	and	CCONJ
cord-354627-y07w2f43	212	11	define	define	VERB
cord-354627-y07w2f43	212	12	the	the	DET
cord-354627-y07w2f43	212	13	best	good	ADJ
cord-354627-y07w2f43	212	14	set	set	NOUN
cord-354627-y07w2f43	212	15	of	of	ADP
cord-354627-y07w2f43	212	16	parameters	parameter	NOUN
cord-354627-y07w2f43	212	17	to	to	PART
cord-354627-y07w2f43	212	18	be	be	AUX
cord-354627-y07w2f43	212	19	used	use	VERB
cord-354627-y07w2f43	212	20	in	in	ADP
cord-354627-y07w2f43	212	21	anfis	anfis	PROPN
cord-354627-y07w2f43	212	22	and	and	CCONJ
cord-354627-y07w2f43	212	23	mlp	mlp	PROPN
cord-354627-y07w2f43	212	24	-	-	PUNCT
cord-354627-y07w2f43	212	25	ica	ica	PROPN
cord-354627-y07w2f43	212	26	.	.	PUNCT
cord-354627-y07w2f43	213	1	after	after	ADP
cord-354627-y07w2f43	213	2	that	that	PRON
cord-354627-y07w2f43	213	3	,	,	PUNCT
cord-354627-y07w2f43	213	4	the	the	DET
cord-354627-y07w2f43	213	5	best	good	ADJ
cord-354627-y07w2f43	213	6	setup	setup	NOUN
cord-354627-y07w2f43	213	7	for	for	ADP
cord-354627-y07w2f43	213	8	each	each	DET
cord-354627-y07w2f43	213	9	algorithm	algorithm	NOUN
cord-354627-y07w2f43	213	10	is	be	AUX
cord-354627-y07w2f43	213	11	used	use	VERB
cord-354627-y07w2f43	213	12	to	to	PART
cord-354627-y07w2f43	213	13	predict	predict	VERB
cord-354627-y07w2f43	213	14	outbreaks	outbreak	NOUN
cord-354627-y07w2f43	213	15	on	on	ADP
cord-354627-y07w2f43	213	16	the	the	DET
cord-354627-y07w2f43	213	17	validation	validation	NOUN
cord-354627-y07w2f43	213	18	samples	sample	NOUN
cord-354627-y07w2f43	213	19	.	.	PUNCT
cord-354627-y07w2f43	214	1	the	the	DET
cord-354627-y07w2f43	214	2	validation	validation	NOUN
cord-354627-y07w2f43	214	3	is	be	AUX
cord-354627-y07w2f43	214	4	performed	perform	VERB
cord-354627-y07w2f43	214	5	for	for	ADP
cord-354627-y07w2f43	214	6	nine	nine	NUM
cord-354627-y07w2f43	214	7	days	day	NOUN
cord-354627-y07w2f43	214	8	with	with	ADP
cord-354627-y07w2f43	214	9	promising	promising	ADJ
cord-354627-y07w2f43	214	10	results	result	NOUN
cord-354627-y07w2f43	214	11	which	which	PRON
cord-354627-y07w2f43	214	12	confirms	confirm	VERB
cord-354627-y07w2f43	214	13	the	the	DET
cord-354627-y07w2f43	214	14	model	model	NOUN
cord-354627-y07w2f43	214	15	accuracy	accuracy	NOUN
cord-354627-y07w2f43	214	16	.	.	PUNCT
cord-354627-y07w2f43	215	1	in	in	ADP
cord-354627-y07w2f43	215	2	this	this	DET
cord-354627-y07w2f43	215	3	study	study	NOUN
cord-354627-y07w2f43	215	4	due	due	ADP
cord-354627-y07w2f43	215	5	to	to	ADP
cord-354627-y07w2f43	215	6	the	the	DET
cord-354627-y07w2f43	215	7	lack	lack	NOUN
cord-354627-y07w2f43	215	8	of	of	ADP
cord-354627-y07w2f43	215	9	adequate	adequate	ADJ
cord-354627-y07w2f43	215	10	sample	sample	NOUN
cord-354627-y07w2f43	215	11	data	datum	NOUN
cord-354627-y07w2f43	215	12	to	to	PART
cord-354627-y07w2f43	215	13	avoid	avoid	VERB
cord-354627-y07w2f43	215	14	the	the	DET
cord-354627-y07w2f43	215	15	overfitting	overfitting	NOUN
cord-354627-y07w2f43	215	16	,	,	PUNCT
cord-354627-y07w2f43	215	17	the	the	DET
cord-354627-y07w2f43	215	18	training	training	NOUN
cord-354627-y07w2f43	215	19	is	be	AUX
cord-354627-y07w2f43	215	20	used	use	VERB
cord-354627-y07w2f43	215	21	to	to	PART
cord-354627-y07w2f43	215	22	choose	choose	VERB
cord-354627-y07w2f43	215	23	and	and	CCONJ
cord-354627-y07w2f43	215	24	evaluate	evaluate	VERB
cord-354627-y07w2f43	215	25	the	the	DET
cord-354627-y07w2f43	215	26	model	model	NOUN
cord-354627-y07w2f43	215	27	with	with	ADP
cord-354627-y07w2f43	215	28	higher	high	ADJ
cord-354627-y07w2f43	215	29	performance	performance	NOUN
cord-354627-y07w2f43	215	30	.	.	PUNCT
cord-354627-y07w2f43	216	1	in	in	ADP
cord-354627-y07w2f43	216	2	the	the	DET
cord-354627-y07w2f43	216	3	future	future	ADJ
cord-354627-y07w2f43	216	4	research	research	NOUN
cord-354627-y07w2f43	216	5	,	,	PUNCT
cord-354627-y07w2f43	216	6	as	as	SCONJ
cord-354627-y07w2f43	216	7	the	the	DET
cord-354627-y07w2f43	216	8	covid-19	covid-19	PROPN
cord-354627-y07w2f43	216	9	progress	progress	NOUN
cord-354627-y07w2f43	216	10	in	in	ADP
cord-354627-y07w2f43	216	11	time	time	NOUN
cord-354627-y07w2f43	216	12	and	and	CCONJ
cord-354627-y07w2f43	216	13	with	with	ADP
cord-354627-y07w2f43	216	14	the	the	DET
cord-354627-y07w2f43	216	15	availability	availability	NOUN
cord-354627-y07w2f43	216	16	of	of	ADP
cord-354627-y07w2f43	216	17	more	more	ADJ
cord-354627-y07w2f43	216	18	sample	sample	NOUN
cord-354627-y07w2f43	216	19	data	datum	NOUN
cord-354627-y07w2f43	216	20	further	further	ADJ
cord-354627-y07w2f43	216	21	testing	testing	NOUN
cord-354627-y07w2f43	216	22	and	and	CCONJ
cord-354627-y07w2f43	216	23	validation	validation	NOUN
cord-354627-y07w2f43	216	24	can	can	AUX
cord-354627-y07w2f43	216	25	be	be	AUX
cord-354627-y07w2f43	216	26	used	use	VERB
cord-354627-y07w2f43	216	27	to	to	PART
cord-354627-y07w2f43	216	28	better	well	ADV
cord-354627-y07w2f43	216	29	evaluate	evaluate	VERB
cord-354627-y07w2f43	216	30	the	the	DET
cord-354627-y07w2f43	216	31	models	model	NOUN
cord-354627-y07w2f43	216	32	.	.	PUNCT
cord-354627-y07w2f43	216	33	.	.	PUNCT
cord-354627-y07w2f43	217	1	cc	cc	X
cord-354627-y07w2f43	217	2	-	-	PUNCT
cord-354627-y07w2f43	217	3	by	by	ADP
cord-354627-y07w2f43	217	4	4.0	4.0	NUM
cord-354627-y07w2f43	217	5	international	international	ADJ
cord-354627-y07w2f43	217	6	license	license	NOUN
cord-354627-y07w2f43	217	7	it	it	PRON
cord-354627-y07w2f43	217	8	is	be	AUX
cord-354627-y07w2f43	217	9	made	make	VERB
cord-354627-y07w2f43	217	10	available	available	ADJ
cord-354627-y07w2f43	217	11	under	under	ADP
cord-354627-y07w2f43	217	12	a	a	PRON
cord-354627-y07w2f43	217	13	is	be	AUX
cord-354627-y07w2f43	217	14	the	the	DET
cord-354627-y07w2f43	217	15	author	author	NOUN
cord-354627-y07w2f43	217	16	/	/	SYM
cord-354627-y07w2f43	217	17	funder	funder	NOUN
cord-354627-y07w2f43	217	18	,	,	PUNCT
cord-354627-y07w2f43	217	19	who	who	PRON
cord-354627-y07w2f43	217	20	has	have	AUX
cord-354627-y07w2f43	217	21	granted	grant	VERB
cord-354627-y07w2f43	217	22	medrxiv	medrxiv	PROPN
cord-354627-y07w2f43	217	23	a	a	DET
cord-354627-y07w2f43	217	24	license	license	NOUN
cord-354627-y07w2f43	217	25	to	to	PART
cord-354627-y07w2f43	217	26	display	display	VERB
cord-354627-y07w2f43	217	27	the	the	DET
cord-354627-y07w2f43	217	28	preprint	preprint	NOUN
cord-354627-y07w2f43	217	29	in	in	ADP
cord-354627-y07w2f43	217	30	perpetuity	perpetuity	NOUN
cord-354627-y07w2f43	217	31	.	.	PUNCT
cord-354627-y07w2f43	218	1	the	the	DET
cord-354627-y07w2f43	218	2	copyright	copyright	NOUN
cord-354627-y07w2f43	218	3	holder	holder	NOUN
cord-354627-y07w2f43	218	4	for	for	ADP
cord-354627-y07w2f43	218	5	this	this	DET
cord-354627-y07w2f43	218	6	preprint	preprint	NOUN
cord-354627-y07w2f43	218	7	this	this	DET
cord-354627-y07w2f43	218	8	version	version	NOUN
cord-354627-y07w2f43	218	9	posted	post	VERB
cord-354627-y07w2f43	218	10	may	may	PROPN
cord-354627-y07w2f43	218	11	6	6	NUM
cord-354627-y07w2f43	218	12	,	,	PUNCT
cord-354627-y07w2f43	218	13	2020	2020	NUM
cord-354627-y07w2f43	218	14	.	.	PUNCT
cord-354627-y07w2f43	218	15	.	.	PUNCT
cord-354627-y07w2f43	219	1	both	both	DET
cord-354627-y07w2f43	219	2	models	model	NOUN
cord-354627-y07w2f43	219	3	showed	show	VERB
cord-354627-y07w2f43	219	4	promising	promising	ADJ
cord-354627-y07w2f43	219	5	results	result	NOUN
cord-354627-y07w2f43	219	6	in	in	ADP
cord-354627-y07w2f43	219	7	terms	term	NOUN
cord-354627-y07w2f43	219	8	of	of	ADP
cord-354627-y07w2f43	219	9	predicting	predict	VERB
cord-354627-y07w2f43	219	10	the	the	DET
cord-354627-y07w2f43	219	11	time	time	NOUN
cord-354627-y07w2f43	219	12	series	series	NOUN
cord-354627-y07w2f43	219	13	without	without	ADP
cord-354627-y07w2f43	219	14	the	the	DET
cord-354627-y07w2f43	219	15	assumptions	assumption	NOUN
cord-354627-y07w2f43	219	16	that	that	PRON
cord-354627-y07w2f43	219	17	epidemiological	epidemiological	ADJ
cord-354627-y07w2f43	219	18	models	model	NOUN
cord-354627-y07w2f43	219	19	require	require	VERB
cord-354627-y07w2f43	219	20	.	.	PUNCT
cord-354627-y07w2f43	220	1	both	both	DET
cord-354627-y07w2f43	220	2	machine	machine	NOUN
cord-354627-y07w2f43	220	3	learning	learning	NOUN
cord-354627-y07w2f43	220	4	models	model	NOUN
cord-354627-y07w2f43	220	5	,	,	PUNCT
cord-354627-y07w2f43	220	6	as	as	ADP
cord-354627-y07w2f43	220	7	an	an	DET
cord-354627-y07w2f43	220	8	alternative	alternative	NOUN
cord-354627-y07w2f43	220	9	to	to	ADP
cord-354627-y07w2f43	220	10	epidemiological	epidemiological	ADJ
cord-354627-y07w2f43	220	11	models	model	NOUN
cord-354627-y07w2f43	220	12	,	,	PUNCT
cord-354627-y07w2f43	220	13	showed	show	VERB
cord-354627-y07w2f43	220	14	potential	potential	NOUN
cord-354627-y07w2f43	220	15	in	in	ADP
cord-354627-y07w2f43	220	16	predicting	predict	VERB
cord-354627-y07w2f43	220	17	covid-19	covid-19	PROPN
cord-354627-y07w2f43	220	18	outbreak	outbreak	NOUN
cord-354627-y07w2f43	220	19	as	as	ADV
cord-354627-y07w2f43	220	20	well	well	ADV
cord-354627-y07w2f43	220	21	as	as	ADP
cord-354627-y07w2f43	220	22	estimating	estimate	VERB
cord-354627-y07w2f43	220	23	total	total	ADJ
cord-354627-y07w2f43	220	24	mortality	mortality	NOUN
cord-354627-y07w2f43	220	25	.	.	PUNCT
cord-354627-y07w2f43	221	1	yet	yet	ADV
cord-354627-y07w2f43	221	2	,	,	PUNCT
cord-354627-y07w2f43	221	3	mlp	mlp	PROPN
cord-354627-y07w2f43	221	4	-	-	PUNCT
cord-354627-y07w2f43	221	5	ica	ica	PROPN
cord-354627-y07w2f43	221	6	outperformed	outperform	VERB
cord-354627-y07w2f43	221	7	anfis	anfis	PROPN
cord-354627-y07w2f43	221	8	with	with	ADP
cord-354627-y07w2f43	221	9	delivering	deliver	VERB
cord-354627-y07w2f43	221	10	accurate	accurate	ADJ
cord-354627-y07w2f43	221	11	results	result	NOUN
cord-354627-y07w2f43	221	12	on	on	ADP
cord-354627-y07w2f43	221	13	validation	validation	NOUN
cord-354627-y07w2f43	221	14	samples	sample	NOUN
cord-354627-y07w2f43	221	15	.	.	PUNCT
cord-354627-y07w2f43	222	1	considering	consider	VERB
cord-354627-y07w2f43	222	2	the	the	DET
cord-354627-y07w2f43	222	3	availability	availability	NOUN
cord-354627-y07w2f43	222	4	of	of	ADP
cord-354627-y07w2f43	222	5	a	a	DET
cord-354627-y07w2f43	222	6	small	small	ADJ
cord-354627-y07w2f43	222	7	amount	amount	NOUN
cord-354627-y07w2f43	222	8	of	of	ADP
cord-354627-y07w2f43	222	9	training	training	NOUN
cord-354627-y07w2f43	222	10	data	datum	NOUN
cord-354627-y07w2f43	222	11	,	,	PUNCT
cord-354627-y07w2f43	222	12	further	further	ADJ
cord-354627-y07w2f43	222	13	investigation	investigation	NOUN
cord-354627-y07w2f43	222	14	would	would	AUX
cord-354627-y07w2f43	222	15	be	be	AUX
cord-354627-y07w2f43	222	16	essential	essential	ADJ
cord-354627-y07w2f43	222	17	to	to	PART
cord-354627-y07w2f43	222	18	explore	explore	VERB
cord-354627-y07w2f43	222	19	the	the	DET
cord-354627-y07w2f43	222	20	true	true	ADJ
cord-354627-y07w2f43	222	21	capability	capability	NOUN
cord-354627-y07w2f43	222	22	of	of	ADP
cord-354627-y07w2f43	222	23	the	the	DET
cord-354627-y07w2f43	222	24	proposed	propose	VERB
cord-354627-y07w2f43	222	25	hybrid	hybrid	ADJ
cord-354627-y07w2f43	222	26	model	model	NOUN
cord-354627-y07w2f43	222	27	.	.	PUNCT
cord-354627-y07w2f43	223	1	it	it	PRON
cord-354627-y07w2f43	223	2	is	be	AUX
cord-354627-y07w2f43	223	3	expected	expect	VERB
cord-354627-y07w2f43	223	4	that	that	SCONJ
cord-354627-y07w2f43	223	5	the	the	DET
cord-354627-y07w2f43	223	6	model	model	NOUN
cord-354627-y07w2f43	223	7	maintains	maintain	VERB
cord-354627-y07w2f43	223	8	its	its	PRON
cord-354627-y07w2f43	223	9	accuracy	accuracy	NOUN
cord-354627-y07w2f43	223	10	as	as	ADV
cord-354627-y07w2f43	223	11	long	long	ADV
cord-354627-y07w2f43	223	12	as	as	SCONJ
cord-354627-y07w2f43	223	13	no	no	DET
cord-354627-y07w2f43	223	14	major	major	ADJ
cord-354627-y07w2f43	223	15	interruption	interruption	NOUN
cord-354627-y07w2f43	223	16	occurs	occur	VERB
cord-354627-y07w2f43	223	17	.	.	PUNCT
cord-354627-y07w2f43	224	1	for	for	ADP
cord-354627-y07w2f43	224	2	instance	instance	NOUN
cord-354627-y07w2f43	224	3	,	,	PUNCT
cord-354627-y07w2f43	224	4	if	if	SCONJ
cord-354627-y07w2f43	224	5	other	other	ADJ
cord-354627-y07w2f43	224	6	outbreaks	outbreak	NOUN
cord-354627-y07w2f43	224	7	would	would	AUX
cord-354627-y07w2f43	224	8	initiate	initiate	VERB
cord-354627-y07w2f43	224	9	in	in	ADP
cord-354627-y07w2f43	224	10	the	the	DET
cord-354627-y07w2f43	224	11	other	other	ADJ
cord-354627-y07w2f43	224	12	cities	city	NOUN
cord-354627-y07w2f43	224	13	,	,	PUNCT
cord-354627-y07w2f43	224	14	or	or	CCONJ
cord-354627-y07w2f43	224	15	the	the	DET
cord-354627-y07w2f43	224	16	prevention	prevention	NOUN
cord-354627-y07w2f43	224	17	regime	regime	NOUN
cord-354627-y07w2f43	224	18	changes	change	NOUN
cord-354627-y07w2f43	224	19	,	,	PUNCT
cord-354627-y07w2f43	224	20	naturally	naturally	ADV
cord-354627-y07w2f43	224	21	the	the	DET
cord-354627-y07w2f43	224	22	model	model	NOUN
cord-354627-y07w2f43	224	23	will	will	AUX
cord-354627-y07w2f43	224	24	not	not	PART
cord-354627-y07w2f43	224	25	maintain	maintain	VERB
cord-354627-y07w2f43	224	26	its	its	PRON
cord-354627-y07w2f43	224	27	accuracy	accuracy	NOUN
cord-354627-y07w2f43	224	28	.	.	PUNCT
cord-354627-y07w2f43	225	1	for	for	ADP
cord-354627-y07w2f43	225	2	the	the	DET
cord-354627-y07w2f43	225	3	future	future	ADJ
cord-354627-y07w2f43	225	4	studies	study	NOUN
cord-354627-y07w2f43	225	5	advancing	advance	VERB
cord-354627-y07w2f43	225	6	the	the	DET
cord-354627-y07w2f43	225	7	deep	deep	ADJ
cord-354627-y07w2f43	225	8	learning	learning	NOUN
cord-354627-y07w2f43	225	9	and	and	CCONJ
cord-354627-y07w2f43	225	10	deep	deep	ADJ
cord-354627-y07w2f43	225	11	reinforcement	reinforcement	NOUN
cord-354627-y07w2f43	225	12	learning	learning	NOUN
cord-354627-y07w2f43	225	13	models	model	NOUN
cord-354627-y07w2f43	225	14	is	be	AUX
cord-354627-y07w2f43	225	15	strongly	strongly	ADV
cord-354627-y07w2f43	225	16	encouraged	encourage	VERB
cord-354627-y07w2f43	225	17	for	for	ADP
cord-354627-y07w2f43	225	18	comparative	comparative	ADJ
cord-354627-y07w2f43	225	19	studies	study	NOUN
cord-354627-y07w2f43	225	20	on	on	ADP
cord-354627-y07w2f43	225	21	various	various	ADJ
cord-354627-y07w2f43	225	22	ml	ml	PROPN
cord-354627-y07w2f43	225	23	models	model	NOUN
cord-354627-y07w2f43	225	24	for	for	ADP
cord-354627-y07w2f43	225	25	individual	individual	ADJ
cord-354627-y07w2f43	225	26	countries	country	NOUN
cord-354627-y07w2f43	225	27	.	.	PUNCT
cord-354627-y07w2f43	225	28	.	.	PUNCT
cord-354627-y07w2f43	226	1	cc	cc	X
cord-354627-y07w2f43	226	2	-	-	PUNCT
cord-354627-y07w2f43	226	3	by	by	ADP
cord-354627-y07w2f43	226	4	4.0	4.0	NUM
cord-354627-y07w2f43	226	5	international	international	ADJ
cord-354627-y07w2f43	226	6	license	license	NOUN
cord-354627-y07w2f43	226	7	it	it	PRON
cord-354627-y07w2f43	226	8	is	be	AUX
cord-354627-y07w2f43	226	9	made	make	VERB
cord-354627-y07w2f43	226	10	available	available	ADJ
cord-354627-y07w2f43	226	11	under	under	ADP
cord-354627-y07w2f43	226	12	a	a	PRON
cord-354627-y07w2f43	226	13	is	be	AUX
cord-354627-y07w2f43	226	14	the	the	DET
cord-354627-y07w2f43	226	15	author	author	NOUN
cord-354627-y07w2f43	226	16	/	/	SYM
cord-354627-y07w2f43	226	17	funder	funder	NOUN
cord-354627-y07w2f43	226	18	,	,	PUNCT
cord-354627-y07w2f43	226	19	who	who	PRON
cord-354627-y07w2f43	226	20	has	have	AUX
cord-354627-y07w2f43	226	21	granted	grant	VERB
cord-354627-y07w2f43	226	22	medrxiv	medrxiv	PROPN
cord-354627-y07w2f43	226	23	a	a	DET
cord-354627-y07w2f43	226	24	license	license	NOUN
cord-354627-y07w2f43	226	25	to	to	PART
cord-354627-y07w2f43	226	26	display	display	VERB
cord-354627-y07w2f43	226	27	the	the	DET
cord-354627-y07w2f43	226	28	preprint	preprint	NOUN
cord-354627-y07w2f43	226	29	in	in	ADP
cord-354627-y07w2f43	226	30	perpetuity	perpetuity	NOUN
cord-354627-y07w2f43	226	31	.	.	PUNCT
cord-354627-y07w2f43	227	1	(	(	PUNCT
cord-354627-y07w2f43	227	2	which	which	PRON
cord-354627-y07w2f43	227	3	was	be	AUX
cord-354627-y07w2f43	227	4	not	not	PART
cord-354627-y07w2f43	227	5	certified	certify	VERB
cord-354627-y07w2f43	227	6	by	by	ADP
cord-354627-y07w2f43	227	7	peer	peer	NOUN
cord-354627-y07w2f43	227	8	review	review	NOUN
cord-354627-y07w2f43	227	9	)	)	PUNCT
cord-354627-y07w2f43	227	10	the	the	DET
cord-354627-y07w2f43	227	11	copyright	copyright	NOUN
cord-354627-y07w2f43	227	12	holder	holder	NOUN
cord-354627-y07w2f43	227	13	for	for	ADP
cord-354627-y07w2f43	227	14	this	this	DET
cord-354627-y07w2f43	227	15	preprint	preprint	NOUN
cord-354627-y07w2f43	227	16	this	this	DET
cord-354627-y07w2f43	227	17	version	version	NOUN
cord-354627-y07w2f43	227	18	posted	post	VERB
cord-354627-y07w2f43	227	19	may	may	PROPN
cord-354627-y07w2f43	227	20	6	6	NUM
cord-354627-y07w2f43	227	21	,	,	PUNCT
cord-354627-y07w2f43	227	22	2020	2020	NUM
cord-354627-y07w2f43	227	23	.	.	PUNCT
cord-354627-y07w2f43	227	24	.	.	PUNCT
cord-354627-y07w2f43	228	1	https://doi.org/10.1101/2020.05.02.20088427	https://doi.org/10.1101/2020.05.02.20088427	NOUN
cord-354627-y07w2f43	228	2	doi	doi	PROPN
cord-354627-y07w2f43	228	3	:	:	PUNCT
cord-354627-y07w2f43	228	4	medrxiv	medrxiv	PROPN
cord-354627-y07w2f43	228	5	preprint	preprint	VERB
cord-354627-y07w2f43	228	6	the	the	DET
cord-354627-y07w2f43	228	7	species	specie	NOUN
cord-354627-y07w2f43	228	8	severe	severe	ADJ
cord-354627-y07w2f43	228	9	acute	acute	ADJ
cord-354627-y07w2f43	228	10	respiratory	respiratory	ADJ
cord-354627-y07w2f43	228	11	syndromerelated	syndromerelated	ADJ
cord-354627-y07w2f43	228	12	coronavirus	coronavirus	NOUN
cord-354627-y07w2f43	228	13	:	:	PUNCT
cord-354627-y07w2f43	228	14	classifying	classify	VERB
cord-354627-y07w2f43	228	15	2019	2019	NUM
cord-354627-y07w2f43	228	16	-	-	PUNCT
cord-354627-y07w2f43	228	17	ncov	ncov	PROPN
cord-354627-y07w2f43	228	18	and	and	CCONJ
cord-354627-y07w2f43	228	19	naming	name	VERB
cord-354627-y07w2f43	228	20	it	it	PRON
cord-354627-y07w2f43	228	21	sars	sar	NOUN
cord-354627-y07w2f43	228	22	-	-	PUNCT
cord-354627-y07w2f43	228	23	cov-2	cov-2	PUNCT
cord-354627-y07w2f43	228	24	a	a	DET
cord-354627-y07w2f43	228	25	familial	familial	ADJ
cord-354627-y07w2f43	228	26	cluster	cluster	NOUN
cord-354627-y07w2f43	228	27	of	of	ADP
cord-354627-y07w2f43	228	28	pneumonia	pneumonia	NOUN
cord-354627-y07w2f43	228	29	associated	associate	VERB
cord-354627-y07w2f43	228	30	with	with	ADP
cord-354627-y07w2f43	228	31	the	the	DET
cord-354627-y07w2f43	228	32	2019	2019	NUM
cord-354627-y07w2f43	228	33	novel	novel	NOUN
cord-354627-y07w2f43	228	34	coronavirus	coronavirus	NOUN
cord-354627-y07w2f43	228	35	indicating	indicate	VERB
cord-354627-y07w2f43	228	36	personto	personto	PROPN
cord-354627-y07w2f43	228	37	-	-	PUNCT
cord-354627-y07w2f43	228	38	person	person	NOUN
cord-354627-y07w2f43	228	39	transmission	transmission	NOUN
cord-354627-y07w2f43	228	40	:	:	PUNCT
cord-354627-y07w2f43	228	41	a	a	DET
cord-354627-y07w2f43	228	42	study	study	NOUN
cord-354627-y07w2f43	228	43	of	of	ADP
cord-354627-y07w2f43	228	44	a	a	DET
cord-354627-y07w2f43	228	45	family	family	NOUN
cord-354627-y07w2f43	228	46	cluster	cluster	NOUN
cord-354627-y07w2f43	228	47	novel	novel	NOUN
cord-354627-y07w2f43	228	48	coronavirus	coronavirus	NOUN
cord-354627-y07w2f43	228	49	(	(	PUNCT
cord-354627-y07w2f43	228	50	2019	2019	NUM
cord-354627-y07w2f43	228	51	-	-	PUNCT
cord-354627-y07w2f43	228	52	ncov	ncov	PROPN
cord-354627-y07w2f43	228	53	):	):	PUNCT
cord-354627-y07w2f43	228	54	situation	situation	NOUN
cord-354627-y07w2f43	228	55	report	report	NOUN
cord-354627-y07w2f43	228	56	coronavirus	coronavirus	PROPN
cord-354627-y07w2f43	228	57	disease	disease	NOUN
cord-354627-y07w2f43	228	58	2019	2019	NUM
cord-354627-y07w2f43	228	59	(	(	PUNCT
cord-354627-y07w2f43	228	60	covid-19	covid-19	NUM
cord-354627-y07w2f43	228	61	):	):	PUNCT
cord-354627-y07w2f43	228	62	situation	situation	NOUN
cord-354627-y07w2f43	228	63	report	report	NOUN
cord-354627-y07w2f43	228	64	covid-19	covid-19	PROPN
cord-354627-y07w2f43	228	65	and	and	CCONJ
cord-354627-y07w2f43	228	66	italy	italy	PROPN
cord-354627-y07w2f43	228	67	:	:	PUNCT
cord-354627-y07w2f43	228	68	what	what	PRON
cord-354627-y07w2f43	228	69	next	next	ADV
cord-354627-y07w2f43	228	70	?	?	PUNCT
cord-354627-y07w2f43	229	1	lancet	lancet	PROPN
cord-354627-y07w2f43	229	2	predicting	predict	VERB
cord-354627-y07w2f43	229	3	the	the	DET
cord-354627-y07w2f43	229	4	impacts	impact	NOUN
cord-354627-y07w2f43	229	5	of	of	ADP
cord-354627-y07w2f43	229	6	epidemic	epidemic	NOUN
cord-354627-y07w2f43	229	7	outbreaks	outbreak	NOUN
cord-354627-y07w2f43	229	8	on	on	ADP
cord-354627-y07w2f43	229	9	global	global	ADJ
cord-354627-y07w2f43	229	10	supply	supply	NOUN
cord-354627-y07w2f43	229	11	chains	chain	NOUN
cord-354627-y07w2f43	229	12	:	:	PUNCT
cord-354627-y07w2f43	229	13	a	a	DET
cord-354627-y07w2f43	229	14	simulation	simulation	NOUN
cord-354627-y07w2f43	229	15	-	-	PUNCT
cord-354627-y07w2f43	229	16	based	base	VERB
cord-354627-y07w2f43	229	17	analysis	analysis	NOUN
cord-354627-y07w2f43	229	18	on	on	ADP
cord-354627-y07w2f43	229	19	the	the	DET
cord-354627-y07w2f43	229	20	coronavirus	coronavirus	NOUN
cord-354627-y07w2f43	229	21	outbreak	outbreak	NOUN
cord-354627-y07w2f43	229	22	(	(	PUNCT
cord-354627-y07w2f43	229	23	covid-19	covid-19	NUM
cord-354627-y07w2f43	229	24	/	/	SYM
cord-354627-y07w2f43	229	25	sars	sar	NOUN
cord-354627-y07w2f43	229	26	-	-	PUNCT
cord-354627-y07w2f43	229	27	cov-2	cov-2	PUNCT
cord-354627-y07w2f43	229	28	)	)	PUNCT
cord-354627-y07w2f43	229	29	case	case	NOUN
cord-354627-y07w2f43	229	30	the	the	DET
cord-354627-y07w2f43	229	31	forecasting	forecasting	NOUN
cord-354627-y07w2f43	229	32	of	of	ADP
cord-354627-y07w2f43	229	33	dynamical	dynamical	PROPN
cord-354627-y07w2f43	229	34	ross	ross	PROPN
cord-354627-y07w2f43	229	35	river	river	PROPN
cord-354627-y07w2f43	229	36	virus	virus	NOUN
cord-354627-y07w2f43	229	37	outbreaks	outbreak	VERB
cord-354627-y07w2f43	229	38	inter	inter	ADJ
cord-354627-y07w2f43	229	39	-	-	ADJ
cord-354627-y07w2f43	229	40	outbreak	outbreak	ADJ
cord-354627-y07w2f43	229	41	stability	stability	NOUN
cord-354627-y07w2f43	229	42	reflects	reflect	VERB
cord-354627-y07w2f43	229	43	the	the	DET
cord-354627-y07w2f43	229	44	size	size	NOUN
cord-354627-y07w2f43	229	45	of	of	ADP
cord-354627-y07w2f43	229	46	the	the	DET
cord-354627-y07w2f43	229	47	susceptible	susceptible	ADJ
cord-354627-y07w2f43	229	48	pool	pool	NOUN
cord-354627-y07w2f43	229	49	and	and	CCONJ
cord-354627-y07w2f43	229	50	forecasts	forecast	VERB
cord-354627-y07w2f43	229	51	magnitudes	magnitude	NOUN
cord-354627-y07w2f43	229	52	of	of	ADP
cord-354627-y07w2f43	229	53	seasonal	seasonal	ADJ
cord-354627-y07w2f43	229	54	epidemics	epidemic	NOUN
cord-354627-y07w2f43	229	55	on	on	ADP
cord-354627-y07w2f43	229	56	the	the	DET
cord-354627-y07w2f43	229	57	predictability	predictability	NOUN
cord-354627-y07w2f43	229	58	of	of	ADP
cord-354627-y07w2f43	229	59	infectious	infectious	ADJ
cord-354627-y07w2f43	229	60	disease	disease	NOUN
cord-354627-y07w2f43	229	61	outbreaks	outbreak	NOUN
cord-354627-y07w2f43	229	62	real	real	ADJ
cord-354627-y07w2f43	229	63	-	-	PUNCT
cord-354627-y07w2f43	229	64	time	time	NOUN
cord-354627-y07w2f43	229	65	forecasting	forecasting	NOUN
cord-354627-y07w2f43	229	66	of	of	ADP
cord-354627-y07w2f43	229	67	hand	hand	NOUN
cord-354627-y07w2f43	229	68	-	-	PUNCT
cord-354627-y07w2f43	229	69	foot	foot	NOUN
cord-354627-y07w2f43	229	70	-	-	PUNCT
cord-354627-y07w2f43	229	71	and	and	CCONJ
cord-354627-y07w2f43	229	72	-	-	PUNCT
cord-354627-y07w2f43	229	73	mouth	mouth	NOUN
cord-354627-y07w2f43	229	74	disease	disease	NOUN
cord-354627-y07w2f43	229	75	outbreaks	outbreak	NOUN
cord-354627-y07w2f43	229	76	using	use	VERB
cord-354627-y07w2f43	229	77	the	the	DET
cord-354627-y07w2f43	229	78	integrating	integrate	VERB
cord-354627-y07w2f43	229	79	compartment	compartment	NOUN
cord-354627-y07w2f43	229	80	model	model	NOUN
cord-354627-y07w2f43	229	81	and	and	CCONJ
cord-354627-y07w2f43	229	82	assimilation	assimilation	NOUN
cord-354627-y07w2f43	229	83	filtering	filter	VERB
cord-354627-y07w2f43	229	84	supervised	supervised	ADJ
cord-354627-y07w2f43	229	85	forecasting	forecasting	NOUN
cord-354627-y07w2f43	229	86	of	of	ADP
cord-354627-y07w2f43	229	87	the	the	DET
cord-354627-y07w2f43	229	88	range	range	NOUN
cord-354627-y07w2f43	229	89	expansion	expansion	NOUN
cord-354627-y07w2f43	229	90	of	of	ADP
cord-354627-y07w2f43	229	91	novel	novel	ADJ
cord-354627-y07w2f43	229	92	non	non	ADJ
cord-354627-y07w2f43	229	93	-	-	ADJ
cord-354627-y07w2f43	229	94	indigenous	indigenous	ADJ
cord-354627-y07w2f43	229	95	organisms	organism	NOUN
cord-354627-y07w2f43	229	96	:	:	PUNCT
cord-354627-y07w2f43	229	97	alien	alien	ADJ
cord-354627-y07w2f43	229	98	pest	pest	NOUN
cord-354627-y07w2f43	229	99	organisms	organism	NOUN
cord-354627-y07w2f43	229	100	and	and	CCONJ
cord-354627-y07w2f43	229	101	the	the	DET
cord-354627-y07w2f43	229	102	2009	2009	NUM
cord-354627-y07w2f43	229	103	h1n1	h1n1	PROPN
cord-354627-y07w2f43	229	104	flu	flu	NOUN
cord-354627-y07w2f43	229	105	pandemic	pandemic	ADJ
cord-354627-y07w2f43	229	106	testing	testing	NOUN
cord-354627-y07w2f43	229	107	predictability	predictability	NOUN
cord-354627-y07w2f43	229	108	of	of	ADP
cord-354627-y07w2f43	229	109	disease	disease	NOUN
cord-354627-y07w2f43	229	110	outbreaks	outbreak	NOUN
cord-354627-y07w2f43	229	111	with	with	ADP
cord-354627-y07w2f43	229	112	a	a	DET
cord-354627-y07w2f43	229	113	simple	simple	ADJ
cord-354627-y07w2f43	229	114	model	model	NOUN
cord-354627-y07w2f43	229	115	of	of	ADP
cord-354627-y07w2f43	229	116	pathogen	pathogen	PROPN
cord-354627-y07w2f43	229	117	biogeography	biogeography	PROPN
cord-354627-y07w2f43	229	118	short	short	ADJ
cord-354627-y07w2f43	229	119	-	-	PUNCT
cord-354627-y07w2f43	229	120	term	term	NOUN
cord-354627-y07w2f43	229	121	forecasting	forecasting	NOUN
cord-354627-y07w2f43	229	122	of	of	ADP
cord-354627-y07w2f43	229	123	bark	bark	NOUN
cord-354627-y07w2f43	229	124	beetle	beetle	NOUN
cord-354627-y07w2f43	229	125	outbreaks	outbreak	NOUN
cord-354627-y07w2f43	229	126	on	on	ADP
cord-354627-y07w2f43	229	127	two	two	NUM
cord-354627-y07w2f43	229	128	economically	economically	ADV
cord-354627-y07w2f43	229	129	important	important	ADJ
cord-354627-y07w2f43	229	130	conifer	conifer	NOUN
cord-354627-y07w2f43	229	131	tree	tree	NOUN
cord-354627-y07w2f43	229	132	species	species	NOUN
cord-354627-y07w2f43	229	133	real	real	ADJ
cord-354627-y07w2f43	229	134	-	-	PUNCT
cord-354627-y07w2f43	229	135	time	time	NOUN
cord-354627-y07w2f43	229	136	predictions	prediction	NOUN
cord-354627-y07w2f43	229	137	of	of	ADP
cord-354627-y07w2f43	229	138	the	the	DET
cord-354627-y07w2f43	229	139	2018	2018	NUM
cord-354627-y07w2f43	229	140	-	-	SYM
cord-354627-y07w2f43	229	141	2019	2019	NUM
cord-354627-y07w2f43	229	142	ebola	ebola	PROPN
cord-354627-y07w2f43	229	143	virus	virus	NOUN
cord-354627-y07w2f43	229	144	disease	disease	NOUN
cord-354627-y07w2f43	229	145	outbreak	outbreak	NOUN
cord-354627-y07w2f43	229	146	in	in	ADP
cord-354627-y07w2f43	229	147	the	the	DET
cord-354627-y07w2f43	229	148	democratic	democratic	ADJ
cord-354627-y07w2f43	229	149	republic	republic	PROPN
cord-354627-y07w2f43	229	150	of	of	ADP
cord-354627-y07w2f43	229	151	the	the	DET
cord-354627-y07w2f43	229	152	congo	congo	PROPN
cord-354627-y07w2f43	229	153	using	use	VERB
cord-354627-y07w2f43	229	154	hawkes	hawke	NOUN
cord-354627-y07w2f43	229	155	point	point	NOUN
cord-354627-y07w2f43	229	156	process	process	NOUN
cord-354627-y07w2f43	229	157	models	model	NOUN
cord-354627-y07w2f43	229	158	a	a	DET
cord-354627-y07w2f43	229	159	note	note	NOUN
cord-354627-y07w2f43	229	160	on	on	ADP
cord-354627-y07w2f43	229	161	the	the	DET
cord-354627-y07w2f43	229	162	derivation	derivation	NOUN
cord-354627-y07w2f43	229	163	of	of	ADP
cord-354627-y07w2f43	229	164	epidemic	epidemic	ADJ
cord-354627-y07w2f43	229	165	final	final	ADJ
cord-354627-y07w2f43	229	166	sizes	size	VERB
cord-354627-y07w2f43	229	167	mathematical	mathematical	ADJ
cord-354627-y07w2f43	229	168	models	model	NOUN
cord-354627-y07w2f43	229	169	of	of	ADP
cord-354627-y07w2f43	229	170	sir	sir	PROPN
cord-354627-y07w2f43	229	171	disease	disease	PROPN
cord-354627-y07w2f43	229	172	spread	spread	VERB
cord-354627-y07w2f43	229	173	with	with	ADP
cord-354627-y07w2f43	229	174	combined	combine	VERB
cord-354627-y07w2f43	229	175	non	non	ADJ
cord-354627-y07w2f43	229	176	-	-	ADJ
cord-354627-y07w2f43	229	177	sexual	sexual	ADJ
cord-354627-y07w2f43	229	178	and	and	CCONJ
cord-354627-y07w2f43	229	179	sexual	sexual	ADJ
cord-354627-y07w2f43	229	180	transmission	transmission	NOUN
cord-354627-y07w2f43	229	181	routes	route	NOUN
cord-354627-y07w2f43	229	182	.	.	PUNCT
cord-354627-y07w2f43	230	1	infectious	infectious	ADJ
cord-354627-y07w2f43	230	2	disease	disease	NOUN
cord-354627-y07w2f43	230	3	modelling	model	VERB
cord-354627-y07w2f43	230	4	effective	effective	ADJ
cord-354627-y07w2f43	230	5	containment	containment	NOUN
cord-354627-y07w2f43	230	6	explains	explain	VERB
cord-354627-y07w2f43	230	7	sub	sub	ADJ
cord-354627-y07w2f43	230	8	-	-	ADJ
cord-354627-y07w2f43	230	9	exponential	exponential	ADJ
cord-354627-y07w2f43	230	10	growth	growth	NOUN
cord-354627-y07w2f43	230	11	in	in	ADP
cord-354627-y07w2f43	230	12	confirmed	confirm	VERB
cord-354627-y07w2f43	230	13	cases	case	NOUN
cord-354627-y07w2f43	230	14	of	of	ADP
cord-354627-y07w2f43	230	15	recent	recent	ADJ
cord-354627-y07w2f43	230	16	covid-19	covid-19	PROPN
cord-354627-y07w2f43	230	17	outbreak	outbreak	NOUN
cord-354627-y07w2f43	230	18	in	in	ADP
cord-354627-y07w2f43	230	19	mainland	mainland	NOUN
cord-354627-y07w2f43	230	20	china	china	PROPN
cord-354627-y07w2f43	230	21	the	the	DET
cord-354627-y07w2f43	230	22	effectiveness	effectiveness	NOUN
cord-354627-y07w2f43	230	23	of	of	ADP
cord-354627-y07w2f43	230	24	fallowing	fallowe	VERB
cord-354627-y07w2f43	230	25	strategies	strategy	NOUN
cord-354627-y07w2f43	230	26	in	in	ADP
cord-354627-y07w2f43	230	27	disease	disease	NOUN
cord-354627-y07w2f43	230	28	control	control	NOUN
cord-354627-y07w2f43	230	29	in	in	ADP
cord-354627-y07w2f43	230	30	salmon	salmon	NOUN
cord-354627-y07w2f43	230	31	aquaculture	aquaculture	NOUN
cord-354627-y07w2f43	230	32	assessed	assess	VERB
cord-354627-y07w2f43	230	33	with	with	ADP
cord-354627-y07w2f43	230	34	an	an	DET
cord-354627-y07w2f43	230	35	sis	sis	NOUN
cord-354627-y07w2f43	230	36	model	model	NOUN
cord-354627-y07w2f43	230	37	.	.	PUNCT
cord-354627-y07w2f43	231	1	preventive	preventive	ADJ
cord-354627-y07w2f43	231	2	veterinary	veterinary	ADJ
cord-354627-y07w2f43	231	3	medicine	medicine	NOUN
cord-354627-y07w2f43	231	4	mathematical	mathematical	ADJ
cord-354627-y07w2f43	231	5	modelling	modelling	NOUN
cord-354627-y07w2f43	231	6	of	of	ADP
cord-354627-y07w2f43	231	7	the	the	DET
cord-354627-y07w2f43	231	8	transmission	transmission	NOUN
cord-354627-y07w2f43	231	9	dynamics	dynamic	NOUN
cord-354627-y07w2f43	231	10	of	of	ADP
cord-354627-y07w2f43	231	11	ebola	ebola	PROPN
cord-354627-y07w2f43	231	12	virus	virus	NOUN
cord-354627-y07w2f43	231	13	research	research	NOUN
cord-354627-y07w2f43	231	14	about	about	ADP
cord-354627-y07w2f43	231	15	the	the	DET
cord-354627-y07w2f43	231	16	optimal	optimal	ADJ
cord-354627-y07w2f43	231	17	strategies	strategy	NOUN
cord-354627-y07w2f43	231	18	for	for	ADP
cord-354627-y07w2f43	231	19	prevention	prevention	NOUN
cord-354627-y07w2f43	231	20	and	and	CCONJ
cord-354627-y07w2f43	231	21	control	control	NOUN
cord-354627-y07w2f43	231	22	of	of	ADP
cord-354627-y07w2f43	231	23	varicella	varicella	NOUN
cord-354627-y07w2f43	231	24	outbreak	outbreak	NOUN
cord-354627-y07w2f43	231	25	in	in	ADP
cord-354627-y07w2f43	231	26	a	a	DET
cord-354627-y07w2f43	231	27	school	school	NOUN
cord-354627-y07w2f43	231	28	in	in	ADP
cord-354627-y07w2f43	231	29	a	a	DET
cord-354627-y07w2f43	231	30	central	central	ADJ
cord-354627-y07w2f43	231	31	city	city	NOUN
cord-354627-y07w2f43	231	32	of	of	ADP
cord-354627-y07w2f43	231	33	china	china	PROPN
cord-354627-y07w2f43	231	34	:	:	PUNCT
cord-354627-y07w2f43	231	35	based	base	VERB
cord-354627-y07w2f43	231	36	on	on	ADP
cord-354627-y07w2f43	231	37	an	an	DET
cord-354627-y07w2f43	231	38	seir	seir	ADJ
cord-354627-y07w2f43	231	39	dynamic	dynamic	ADJ
cord-354627-y07w2f43	231	40	model	model	NOUN
cord-354627-y07w2f43	231	41	calibration	calibration	NOUN
cord-354627-y07w2f43	231	42	of	of	ADP
cord-354627-y07w2f43	231	43	a	a	DET
cord-354627-y07w2f43	231	44	seir	seir	NOUN
cord-354627-y07w2f43	231	45	-	-	PUNCT
cord-354627-y07w2f43	231	46	sei	sei	PROPN
cord-354627-y07w2f43	231	47	epidemic	epidemic	NOUN
cord-354627-y07w2f43	231	48	model	model	NOUN
cord-354627-y07w2f43	231	49	to	to	PART
cord-354627-y07w2f43	231	50	describe	describe	VERB
cord-354627-y07w2f43	231	51	the	the	DET
cord-354627-y07w2f43	231	52	zika	zika	PROPN
cord-354627-y07w2f43	231	53	virus	virus	PROPN
cord-354627-y07w2f43	231	54	outbreak	outbreak	PROPN
cord-354627-y07w2f43	231	55	in	in	ADP
cord-354627-y07w2f43	231	56	brazil	brazil	PROPN
cord-354627-y07w2f43	231	57	fitting	fit	VERB
cord-354627-y07w2f43	231	58	the	the	DET
cord-354627-y07w2f43	231	59	seir	seir	NOUN
cord-354627-y07w2f43	231	60	model	model	NOUN
cord-354627-y07w2f43	231	61	of	of	ADP
cord-354627-y07w2f43	231	62	seasonal	seasonal	ADJ
cord-354627-y07w2f43	231	63	influenza	influenza	NOUN
cord-354627-y07w2f43	231	64	outbreak	outbreak	NOUN
cord-354627-y07w2f43	231	65	to	to	ADP
cord-354627-y07w2f43	231	66	the	the	DET
cord-354627-y07w2f43	231	67	incidence	incidence	NOUN
cord-354627-y07w2f43	231	68	data	datum	NOUN
cord-354627-y07w2f43	231	69	for	for	ADP
cord-354627-y07w2f43	231	70	russian	russian	ADJ
cord-354627-y07w2f43	231	71	cities	city	NOUN
cord-354627-y07w2f43	231	72	transmission	transmission	NOUN
cord-354627-y07w2f43	231	73	dynamics	dynamic	NOUN
cord-354627-y07w2f43	231	74	of	of	ADP
cord-354627-y07w2f43	231	75	zika	zika	NOUN
cord-354627-y07w2f43	231	76	fever	fever	NOUN
cord-354627-y07w2f43	231	77	:	:	PUNCT
cord-354627-y07w2f43	231	78	a	a	DET
cord-354627-y07w2f43	231	79	seir	seir	NOUN
cord-354627-y07w2f43	231	80	based	base	VERB
cord-354627-y07w2f43	231	81	model	model	NOUN
cord-354627-y07w2f43	231	82	real	real	ADJ
cord-354627-y07w2f43	231	83	-	-	PUNCT
cord-354627-y07w2f43	231	84	time	time	NOUN
cord-354627-y07w2f43	231	85	prediction	prediction	NOUN
cord-354627-y07w2f43	231	86	of	of	ADP
cord-354627-y07w2f43	231	87	influenza	influenza	NOUN
cord-354627-y07w2f43	231	88	outbreaks	outbreak	NOUN
cord-354627-y07w2f43	231	89	in	in	ADP
cord-354627-y07w2f43	231	90	belgium	belgium	PROPN
cord-354627-y07w2f43	231	91	forecasted	forecast	VERB
cord-354627-y07w2f43	231	92	size	size	NOUN
cord-354627-y07w2f43	231	93	of	of	ADP
cord-354627-y07w2f43	231	94	measles	measle	NOUN
cord-354627-y07w2f43	231	95	outbreaks	outbreak	NOUN
cord-354627-y07w2f43	231	96	associated	associate	VERB
cord-354627-y07w2f43	231	97	with	with	ADP
cord-354627-y07w2f43	231	98	vaccination	vaccination	NOUN
cord-354627-y07w2f43	231	99	exemptions	exemption	NOUN
cord-354627-y07w2f43	231	100	for	for	ADP
cord-354627-y07w2f43	231	101	schoolchildren	schoolchildren	NOUN
cord-354627-y07w2f43	231	102	simple	simple	ADJ
cord-354627-y07w2f43	231	103	framework	framework	NOUN
cord-354627-y07w2f43	231	104	for	for	ADP
cord-354627-y07w2f43	231	105	real	real	ADJ
cord-354627-y07w2f43	231	106	-	-	PUNCT
cord-354627-y07w2f43	231	107	time	time	NOUN
cord-354627-y07w2f43	231	108	forecast	forecast	NOUN
cord-354627-y07w2f43	231	109	in	in	ADP
cord-354627-y07w2f43	231	110	a	a	DET
cord-354627-y07w2f43	231	111	data	data	NOUN
cord-354627-y07w2f43	231	112	-	-	PUNCT
cord-354627-y07w2f43	231	113	limited	limit	VERB
cord-354627-y07w2f43	231	114	situation	situation	NOUN
cord-354627-y07w2f43	231	115	:	:	PUNCT
cord-354627-y07w2f43	231	116	the	the	DET
cord-354627-y07w2f43	231	117	zika	zika	NOUN
cord-354627-y07w2f43	231	118	virus	virus	NOUN
cord-354627-y07w2f43	231	119	(	(	PUNCT
cord-354627-y07w2f43	231	120	zikv	zikv	PROPN
cord-354627-y07w2f43	231	121	)	)	PUNCT
cord-354627-y07w2f43	231	122	outbreaks	outbreak	NOUN
cord-354627-y07w2f43	231	123	in	in	ADP
cord-354627-y07w2f43	231	124	brazil	brazil	PROPN
cord-354627-y07w2f43	231	125	from	from	ADP
cord-354627-y07w2f43	231	126	2015	2015	NUM
cord-354627-y07w2f43	231	127	to	to	ADP
cord-354627-y07w2f43	231	128	2016	2016	NUM
cord-354627-y07w2f43	231	129	as	as	ADP
cord-354627-y07w2f43	231	130	an	an	DET
cord-354627-y07w2f43	231	131	example	example	NOUN
cord-354627-y07w2f43	231	132	.	.	PUNCT
cord-354627-y07w2f43	232	1	parasites	parasite	NOUN
cord-354627-y07w2f43	232	2	vectors	vector	NOUN
cord-354627-y07w2f43	232	3	predicting	predict	VERB
cord-354627-y07w2f43	232	4	social	social	ADJ
cord-354627-y07w2f43	232	5	response	response	NOUN
cord-354627-y07w2f43	232	6	to	to	ADP
cord-354627-y07w2f43	232	7	infectious	infectious	ADJ
cord-354627-y07w2f43	232	8	disease	disease	NOUN
cord-354627-y07w2f43	232	9	outbreaks	outbreak	NOUN
cord-354627-y07w2f43	232	10	from	from	ADP
cord-354627-y07w2f43	232	11	internet	internet	NOUN
cord-354627-y07w2f43	232	12	-	-	PUNCT
cord-354627-y07w2f43	232	13	based	base	VERB
cord-354627-y07w2f43	232	14	news	news	NOUN
cord-354627-y07w2f43	232	15	streams	stream	NOUN
cord-354627-y07w2f43	232	16	effective	effective	ADJ
cord-354627-y07w2f43	232	17	network	network	NOUN
cord-354627-y07w2f43	232	18	size	size	NOUN
cord-354627-y07w2f43	232	19	predicted	predict	VERB
cord-354627-y07w2f43	232	20	from	from	ADP
cord-354627-y07w2f43	232	21	simulations	simulation	NOUN
cord-354627-y07w2f43	232	22	of	of	ADP
cord-354627-y07w2f43	232	23	pathogen	pathogen	NOUN
cord-354627-y07w2f43	232	24	outbreaks	outbreak	NOUN
cord-354627-y07w2f43	232	25	through	through	ADP
cord-354627-y07w2f43	232	26	social	social	ADJ
cord-354627-y07w2f43	232	27	networks	network	NOUN
cord-354627-y07w2f43	232	28	provides	provide	VERB
cord-354627-y07w2f43	232	29	a	a	DET
cord-354627-y07w2f43	232	30	novel	novel	ADJ
cord-354627-y07w2f43	232	31	measure	measure	NOUN
cord-354627-y07w2f43	232	32	of	of	ADP
cord-354627-y07w2f43	232	33	structure	structure	NOUN
cord-354627-y07w2f43	232	34	-	-	PUNCT
cord-354627-y07w2f43	232	35	standardized	standardize	VERB
cord-354627-y07w2f43	232	36	group	group	NOUN
cord-354627-y07w2f43	232	37	size	size	NOUN
cord-354627-y07w2f43	232	38	google	google	PROPN
cord-354627-y07w2f43	232	39	trends	trend	NOUN
cord-354627-y07w2f43	232	40	predicts	predict	VERB
cord-354627-y07w2f43	232	41	present	present	ADJ
cord-354627-y07w2f43	232	42	and	and	CCONJ
cord-354627-y07w2f43	232	43	future	future	ADJ
cord-354627-y07w2f43	232	44	plague	plague	NOUN
cord-354627-y07w2f43	232	45	cases	case	NOUN
cord-354627-y07w2f43	232	46	during	during	ADP
cord-354627-y07w2f43	232	47	the	the	DET
cord-354627-y07w2f43	232	48	plague	plague	NOUN
cord-354627-y07w2f43	232	49	outbreak	outbreak	NOUN
cord-354627-y07w2f43	232	50	in	in	ADP
cord-354627-y07w2f43	232	51	madagascar	madagascar	NOUN
cord-354627-y07w2f43	232	52	:	:	PUNCT
cord-354627-y07w2f43	232	53	infodemiological	infodemiological	PROPN
cord-354627-y07w2f43	232	54	study	study	NOUN
cord-354627-y07w2f43	232	55	prediction	prediction	NOUN
cord-354627-y07w2f43	232	56	of	of	ADP
cord-354627-y07w2f43	232	57	dengue	dengue	NOUN
cord-354627-y07w2f43	232	58	outbreaks	outbreak	NOUN
cord-354627-y07w2f43	232	59	based	base	VERB
cord-354627-y07w2f43	232	60	on	on	ADP
cord-354627-y07w2f43	232	61	disease	disease	NOUN
cord-354627-y07w2f43	232	62	surveillance	surveillance	NOUN
cord-354627-y07w2f43	232	63	,	,	PUNCT
cord-354627-y07w2f43	232	64	meteorological	meteorological	ADJ
cord-354627-y07w2f43	232	65	and	and	CCONJ
cord-354627-y07w2f43	232	66	socio	socio	NOUN
cord-354627-y07w2f43	232	67	-	-	ADJ
cord-354627-y07w2f43	232	68	economic	economic	ADJ
cord-354627-y07w2f43	232	69	data	datum	NOUN
cord-354627-y07w2f43	232	70	forecasting	forecasting	NOUN
cord-354627-y07w2f43	232	71	respiratory	respiratory	ADJ
cord-354627-y07w2f43	232	72	infectious	infectious	ADJ
cord-354627-y07w2f43	232	73	outbreaks	outbreak	NOUN
cord-354627-y07w2f43	232	74	using	use	VERB
cord-354627-y07w2f43	232	75	ed	ed	NOUN
cord-354627-y07w2f43	232	76	-	-	PUNCT
cord-354627-y07w2f43	232	77	based	base	VERB
cord-354627-y07w2f43	232	78	syndromic	syndromic	ADJ
cord-354627-y07w2f43	232	79	surveillance	surveillance	NOUN
cord-354627-y07w2f43	232	80	for	for	ADP
cord-354627-y07w2f43	232	81	febrile	febrile	ADJ
cord-354627-y07w2f43	232	82	ed	ed	NOUN
cord-354627-y07w2f43	232	83	visits	visit	NOUN
cord-354627-y07w2f43	232	84	in	in	ADP
cord-354627-y07w2f43	232	85	a	a	DET
cord-354627-y07w2f43	232	86	metropolitan	metropolitan	ADJ
cord-354627-y07w2f43	232	87	city	city	NOUN
cord-354627-y07w2f43	232	88	superensemble	superensemble	ADJ
cord-354627-y07w2f43	232	89	forecast	forecast	NOUN
cord-354627-y07w2f43	232	90	of	of	ADP
cord-354627-y07w2f43	232	91	respiratory	respiratory	ADJ
cord-354627-y07w2f43	232	92	syncytial	syncytial	ADJ
cord-354627-y07w2f43	232	93	virus	virus	NOUN
cord-354627-y07w2f43	232	94	outbreaks	outbreak	NOUN
cord-354627-y07w2f43	232	95	at	at	ADP
cord-354627-y07w2f43	232	96	national	national	ADJ
cord-354627-y07w2f43	232	97	,	,	PUNCT
cord-354627-y07w2f43	232	98	regional	regional	ADJ
cord-354627-y07w2f43	232	99	,	,	PUNCT
cord-354627-y07w2f43	232	100	and	and	CCONJ
cord-354627-y07w2f43	232	101	state	state	NOUN
cord-354627-y07w2f43	232	102	levels	level	NOUN
cord-354627-y07w2f43	232	103	in	in	ADP
cord-354627-y07w2f43	232	104	the	the	DET
cord-354627-y07w2f43	232	105	united	united	PROPN
cord-354627-y07w2f43	232	106	states	states	PROPN
cord-354627-y07w2f43	232	107	the	the	DET
cord-354627-y07w2f43	232	108	norovirus	noroviru	NOUN
cord-354627-y07w2f43	232	109	epidemiologic	epidemiologic	ADJ
cord-354627-y07w2f43	232	110	triad	triad	NOUN
cord-354627-y07w2f43	232	111	:	:	PUNCT
cord-354627-y07w2f43	232	112	predictors	predictor	NOUN
cord-354627-y07w2f43	232	113	of	of	ADP
cord-354627-y07w2f43	232	114	severe	severe	ADJ
cord-354627-y07w2f43	232	115	outcomes	outcome	NOUN
cord-354627-y07w2f43	232	116	in	in	ADP
cord-354627-y07w2f43	232	117	us	us	PROPN
cord-354627-y07w2f43	232	118	norovirus	noroviru	NOUN
cord-354627-y07w2f43	232	119	outbreaks	outbreak	NOUN
cord-354627-y07w2f43	232	120	consensus	consensus	NOUN
cord-354627-y07w2f43	232	121	and	and	CCONJ
cord-354627-y07w2f43	232	122	conflict	conflict	NOUN
cord-354627-y07w2f43	232	123	among	among	ADP
cord-354627-y07w2f43	232	124	ecological	ecological	ADJ
cord-354627-y07w2f43	232	125	forecasts	forecast	NOUN
cord-354627-y07w2f43	232	126	of	of	ADP
cord-354627-y07w2f43	232	127	zika	zika	NOUN
cord-354627-y07w2f43	232	128	virus	virus	NOUN
cord-354627-y07w2f43	232	129	outbreaks	outbreak	NOUN
cord-354627-y07w2f43	232	130	in	in	ADP
cord-354627-y07w2f43	232	131	the	the	DET
cord-354627-y07w2f43	232	132	united	united	PROPN
cord-354627-y07w2f43	232	133	states	states	PROPN
cord-354627-y07w2f43	232	134	seasonal	seasonal	ADJ
cord-354627-y07w2f43	232	135	difference	difference	NOUN
cord-354627-y07w2f43	232	136	in	in	ADP
cord-354627-y07w2f43	232	137	temporal	temporal	ADJ
cord-354627-y07w2f43	232	138	transferability	transferability	NOUN
cord-354627-y07w2f43	232	139	of	of	ADP
cord-354627-y07w2f43	232	140	53	53	NUM
cord-354627-y07w2f43	232	141	modified	modify	VERB
cord-354627-y07w2f43	232	142	seir	seir	NOUN
cord-354627-y07w2f43	232	143	and	and	CCONJ
cord-354627-y07w2f43	232	144	ai	ai	VERB
cord-354627-y07w2f43	232	145	prediction	prediction	NOUN
cord-354627-y07w2f43	232	146	of	of	ADP
cord-354627-y07w2f43	232	147	the	the	DET
cord-354627-y07w2f43	232	148	epidemics	epidemic	NOUN
cord-354627-y07w2f43	232	149	trend	trend	NOUN
cord-354627-y07w2f43	232	150	of	of	ADP
cord-354627-y07w2f43	232	151	covid-19	covid-19	PROPN
cord-354627-y07w2f43	232	152	in	in	ADP
cord-354627-y07w2f43	232	153	china	china	PROPN
cord-354627-y07w2f43	232	154	under	under	ADP
cord-354627-y07w2f43	232	155	public	public	ADJ
cord-354627-y07w2f43	232	156	health	health	NOUN
cord-354627-y07w2f43	232	157	interventions	intervention	NOUN
cord-354627-y07w2f43	232	158	covid-19	covid-19	PUNCT
cord-354627-y07w2f43	232	159	)	)	PUNCT
cord-354627-y07w2f43	232	160	classification	classification	NOUN
cord-354627-y07w2f43	232	161	using	use	VERB
cord-354627-y07w2f43	232	162	ct	ct	NOUN
cord-354627-y07w2f43	232	163	images	image	NOUN
cord-354627-y07w2f43	232	164	by	by	ADP
cord-354627-y07w2f43	232	165	machine	machine	NOUN
cord-354627-y07w2f43	232	166	learning	learning	NOUN
cord-354627-y07w2f43	232	167	methods	method	NOUN
cord-354627-y07w2f43	232	168	covid-19	covid-19	PROPN
cord-354627-y07w2f43	232	169	:	:	PUNCT
cord-354627-y07w2f43	232	170	automatic	automatic	ADJ
cord-354627-y07w2f43	232	171	detection	detection	NOUN
cord-354627-y07w2f43	232	172	from	from	ADP
cord-354627-y07w2f43	232	173	x	x	NOUN
cord-354627-y07w2f43	232	174	-	-	NOUN
cord-354627-y07w2f43	232	175	ray	ray	NOUN
cord-354627-y07w2f43	232	176	images	image	NOUN
cord-354627-y07w2f43	232	177	utilizing	utilize	VERB
cord-354627-y07w2f43	232	178	transfer	transfer	NOUN
cord-354627-y07w2f43	232	179	learning	learn	VERB
cord-354627-y07w2f43	232	180	with	with	ADP
cord-354627-y07w2f43	232	181	convolutional	convolutional	ADJ
cord-354627-y07w2f43	232	182	neural	neural	ADJ
cord-354627-y07w2f43	232	183	networks	network	NOUN
cord-354627-y07w2f43	232	184	prediction	prediction	NOUN
cord-354627-y07w2f43	232	185	of	of	ADP
cord-354627-y07w2f43	232	186	survival	survival	NOUN
cord-354627-y07w2f43	232	187	for	for	ADP
cord-354627-y07w2f43	232	188	severe	severe	ADJ
cord-354627-y07w2f43	232	189	covid-19	covid-19	PROPN
cord-354627-y07w2f43	232	190	patients	patient	NOUN
cord-354627-y07w2f43	232	191	with	with	ADP
cord-354627-y07w2f43	232	192	three	three	NUM
cord-354627-y07w2f43	232	193	clinical	clinical	ADJ
cord-354627-y07w2f43	232	194	features	feature	NOUN
cord-354627-y07w2f43	232	195	:	:	PUNCT
cord-354627-y07w2f43	232	196	development	development	NOUN
cord-354627-y07w2f43	232	197	of	of	ADP
cord-354627-y07w2f43	232	198	a	a	DET
cord-354627-y07w2f43	232	199	machine	machine	NOUN
cord-354627-y07w2f43	232	200	learningbased	learningbase	VERB
cord-354627-y07w2f43	232	201	prognostic	prognostic	PROPN
cord-354627-y07w2f43	232	202	model	model	NOUN
cord-354627-y07w2f43	232	203	with	with	ADP
cord-354627-y07w2f43	232	204	clinical	clinical	ADJ
cord-354627-y07w2f43	232	205	data	datum	NOUN
cord-354627-y07w2f43	232	206	in	in	ADP
cord-354627-y07w2f43	232	207	wuhan	wuhan	PROPN
cord-354627-y07w2f43	232	208	critical	critical	ADJ
cord-354627-y07w2f43	232	209	care	care	NOUN
cord-354627-y07w2f43	232	210	utilization	utilization	NOUN
cord-354627-y07w2f43	232	211	for	for	ADP
cord-354627-y07w2f43	232	212	the	the	DET
cord-354627-y07w2f43	232	213	covid-19	covid-19	PROPN
cord-354627-y07w2f43	232	214	outbreak	outbreak	NOUN
cord-354627-y07w2f43	232	215	in	in	ADP
cord-354627-y07w2f43	232	216	lombardy	lombardy	ADJ
cord-354627-y07w2f43	232	217	,	,	PUNCT
cord-354627-y07w2f43	232	218	italy	italy	PROPN
cord-354627-y07w2f43	232	219	:	:	PUNCT
cord-354627-y07w2f43	232	220	early	early	ADJ
cord-354627-y07w2f43	232	221	experience	experience	NOUN
cord-354627-y07w2f43	232	222	and	and	CCONJ
cord-354627-y07w2f43	232	223	forecast	forecast	NOUN
cord-354627-y07w2f43	232	224	during	during	ADP
cord-354627-y07w2f43	232	225	an	an	DET
cord-354627-y07w2f43	232	226	emergency	emergency	NOUN
cord-354627-y07w2f43	232	227	response	response	NOUN
cord-354627-y07w2f43	232	228	regression	regression	NOUN
cord-354627-y07w2f43	232	229	model	model	NOUN
cord-354627-y07w2f43	232	230	based	base	VERB
cord-354627-y07w2f43	232	231	covid-19	covid-19	PROPN
cord-354627-y07w2f43	232	232	outbreak	outbreak	NOUN
cord-354627-y07w2f43	232	233	predictions	prediction	NOUN
cord-354627-y07w2f43	232	234	in	in	ADP
cord-354627-y07w2f43	232	235	india	india	PROPN
cord-354627-y07w2f43	232	236	a	a	DET
cord-354627-y07w2f43	232	237	machine	machine	NOUN
cord-354627-y07w2f43	232	238	learning	learn	VERB
cord-354627-y07w2f43	232	239	methodology	methodology	NOUN
cord-354627-y07w2f43	232	240	for	for	ADP
cord-354627-y07w2f43	232	241	real	real	ADJ
cord-354627-y07w2f43	232	242	-	-	PUNCT
cord-354627-y07w2f43	232	243	time	time	NOUN
cord-354627-y07w2f43	232	244	forecasting	forecasting	NOUN
cord-354627-y07w2f43	232	245	of	of	ADP
cord-354627-y07w2f43	232	246	the	the	DET
cord-354627-y07w2f43	232	247	2019	2019	NUM
cord-354627-y07w2f43	232	248	-	-	SYM
cord-354627-y07w2f43	232	249	2020	2020	NUM
cord-354627-y07w2f43	232	250	covid-19	covid-19	PROPN
cord-354627-y07w2f43	232	251	outbreak	outbreak	NOUN
cord-354627-y07w2f43	232	252	using	use	VERB
cord-354627-y07w2f43	232	253	internet	internet	NOUN
cord-354627-y07w2f43	232	254	searches	search	NOUN
cord-354627-y07w2f43	232	255	,	,	PUNCT
cord-354627-y07w2f43	232	256	news	news	NOUN
cord-354627-y07w2f43	232	257	alerts	alert	NOUN
cord-354627-y07w2f43	232	258	,	,	PUNCT
cord-354627-y07w2f43	232	259	and	and	CCONJ
cord-354627-y07w2f43	232	260	estimates	estimate	NOUN
cord-354627-y07w2f43	232	261	from	from	ADP
cord-354627-y07w2f43	232	262	mechanistic	mechanistic	ADJ
cord-354627-y07w2f43	232	263	models	model	NOUN
cord-354627-y07w2f43	232	264	covid-19	covid-19	PROPN
cord-354627-y07w2f43	232	265	outbreak	outbreak	NOUN
cord-354627-y07w2f43	232	266	prediction	prediction	NOUN
cord-354627-y07w2f43	232	267	with	with	ADP
cord-354627-y07w2f43	232	268	machine	machine	NOUN
cord-354627-y07w2f43	232	269	learning	learn	VERB
cord-354627-y07w2f43	232	270	flood	flood	NOUN
cord-354627-y07w2f43	232	271	prediction	prediction	NOUN
cord-354627-y07w2f43	232	272	using	use	VERB
cord-354627-y07w2f43	232	273	machine	machine	NOUN
cord-354627-y07w2f43	232	274	learning	learning	NOUN
cord-354627-y07w2f43	232	275	models	model	NOUN
cord-354627-y07w2f43	232	276	:	:	PUNCT
cord-354627-y07w2f43	232	277	literature	literature	NOUN
cord-354627-y07w2f43	232	278	review	review	NOUN
cord-354627-y07w2f43	232	279	forecasting	forecasting	NOUN
cord-354627-y07w2f43	232	280	shear	shear	NOUN
cord-354627-y07w2f43	232	281	stress	stress	NOUN
cord-354627-y07w2f43	232	282	parameters	parameter	NOUN
cord-354627-y07w2f43	232	283	in	in	ADP
cord-354627-y07w2f43	232	284	rectangular	rectangular	ADJ
cord-354627-y07w2f43	232	285	channels	channel	NOUN
cord-354627-y07w2f43	232	286	using	use	VERB
cord-354627-y07w2f43	232	287	new	new	ADJ
cord-354627-y07w2f43	232	288	soft	soft	ADJ
cord-354627-y07w2f43	232	289	computing	computing	NOUN
cord-354627-y07w2f43	232	290	methods	method	NOUN
cord-354627-y07w2f43	232	291	hybrid	hybrid	NOUN
cord-354627-y07w2f43	232	292	model	model	NOUN
cord-354627-y07w2f43	232	293	of	of	ADP
cord-354627-y07w2f43	232	294	morphometric	morphometric	ADJ
cord-354627-y07w2f43	232	295	analysis	analysis	NOUN
cord-354627-y07w2f43	232	296	and	and	CCONJ
cord-354627-y07w2f43	232	297	statistical	statistical	ADJ
cord-354627-y07w2f43	232	298	correlation	correlation	NOUN
cord-354627-y07w2f43	232	299	for	for	ADP
cord-354627-y07w2f43	232	300	hydrological	hydrological	ADJ
cord-354627-y07w2f43	232	301	units	unit	NOUN
cord-354627-y07w2f43	232	302	prioritization	prioritization	NOUN
cord-354627-y07w2f43	232	303	complete	complete	ADJ
cord-354627-y07w2f43	232	304	statistical	statistical	ADJ
cord-354627-y07w2f43	232	305	analysis	analysis	NOUN
cord-354627-y07w2f43	232	306	to	to	PART
cord-354627-y07w2f43	232	307	weather	weather	NOUN
cord-354627-y07w2f43	232	308	forecasting	forecasting	NOUN
cord-354627-y07w2f43	232	309	advances	advance	NOUN
cord-354627-y07w2f43	232	310	in	in	ADP
cord-354627-y07w2f43	232	311	machine	machine	NOUN
cord-354627-y07w2f43	232	312	learning	learn	VERB
cord-354627-y07w2f43	232	313	modeling	modeling	NOUN
cord-354627-y07w2f43	232	314	reviewing	review	VERB
cord-354627-y07w2f43	232	315	hybrid	hybrid	ADJ
cord-354627-y07w2f43	232	316	and	and	CCONJ
cord-354627-y07w2f43	232	317	ensemble	ensemble	ADJ
cord-354627-y07w2f43	232	318	methods	method	NOUN
cord-354627-y07w2f43	232	319	hybrid	hybrid	NOUN
cord-354627-y07w2f43	232	320	machine	machine	NOUN
cord-354627-y07w2f43	232	321	learning	learning	NOUN
cord-354627-y07w2f43	232	322	model	model	NOUN
cord-354627-y07w2f43	232	323	of	of	ADP
cord-354627-y07w2f43	232	324	extreme	extreme	ADJ
cord-354627-y07w2f43	232	325	learning	learning	NOUN
cord-354627-y07w2f43	232	326	machine	machine	NOUN
cord-354627-y07w2f43	232	327	radial	radial	ADJ
cord-354627-y07w2f43	232	328	basis	basis	NOUN
cord-354627-y07w2f43	232	329	function	function	NOUN
cord-354627-y07w2f43	232	330	for	for	ADP
cord-354627-y07w2f43	232	331	breast	breast	NOUN
cord-354627-y07w2f43	232	332	cancer	cancer	NOUN
cord-354627-y07w2f43	232	333	detection	detection	NOUN
cord-354627-y07w2f43	232	334	and	and	CCONJ
cord-354627-y07w2f43	232	335	diagnosis	diagnosis	NOUN
cord-354627-y07w2f43	232	336	;	;	PUNCT
cord-354627-y07w2f43	232	337	a	a	DET
cord-354627-y07w2f43	232	338	multilayer	multilayer	ADJ
cord-354627-y07w2f43	232	339	fuzzy	fuzzy	ADJ
cord-354627-y07w2f43	232	340	expert	expert	NOUN
cord-354627-y07w2f43	232	341	system	system	NOUN
cord-354627-y07w2f43	232	342	list	list	NOUN
cord-354627-y07w2f43	232	343	of	of	ADP
cord-354627-y07w2f43	232	344	deep	deep	ADJ
cord-354627-y07w2f43	232	345	learning	learning	NOUN
cord-354627-y07w2f43	232	346	models	model	NOUN
cord-354627-y07w2f43	232	347	.	.	PUNCT
cord-354627-y07w2f43	233	1	engineering	engineering	NOUN
cord-354627-y07w2f43	233	2	for	for	ADP
cord-354627-y07w2f43	233	3	sustainable	sustainable	ADJ
cord-354627-y07w2f43	233	4	future	future	ADJ
cord-354627-y07w2f43	233	5	deep	deep	ADJ
cord-354627-y07w2f43	233	6	learning	learning	NOUN
cord-354627-y07w2f43	233	7	and	and	CCONJ
cord-354627-y07w2f43	233	8	machine	machine	NOUN
cord-354627-y07w2f43	233	9	learning	learning	NOUN
cord-354627-y07w2f43	233	10	in	in	ADP
cord-354627-y07w2f43	233	11	hydrological	hydrological	ADJ
cord-354627-y07w2f43	233	12	processes	process	NOUN
cord-354627-y07w2f43	233	13	climate	climate	NOUN
cord-354627-y07w2f43	233	14	change	change	NOUN
cord-354627-y07w2f43	233	15	and	and	CCONJ
cord-354627-y07w2f43	233	16	earth	earth	NOUN
cord-354627-y07w2f43	233	17	systems	system	NOUN
cord-354627-y07w2f43	233	18	a	a	DET
cord-354627-y07w2f43	233	19	systematic	systematic	ADJ
cord-354627-y07w2f43	233	20	review	review	NOUN
cord-354627-y07w2f43	233	21	prediction	prediction	NOUN
cord-354627-y07w2f43	233	22	of	of	ADP
cord-354627-y07w2f43	233	23	combine	combine	VERB
cord-354627-y07w2f43	233	24	harvester	harvester	ADJ
cord-354627-y07w2f43	233	25	performance	performance	NOUN
cord-354627-y07w2f43	233	26	using	use	VERB
cord-354627-y07w2f43	233	27	hybrid	hybrid	ADJ
cord-354627-y07w2f43	233	28	machine	machine	NOUN
cord-354627-y07w2f43	233	29	learning	learning	NOUN
cord-354627-y07w2f43	233	30	modeling	modeling	NOUN
cord-354627-y07w2f43	233	31	and	and	CCONJ
cord-354627-y07w2f43	233	32	response	response	NOUN
cord-354627-y07w2f43	233	33	surface	surface	NOUN
cord-354627-y07w2f43	233	34	methodology	methodology	NOUN
cord-354627-y07w2f43	233	35	.	.	PUNCT
cord-354627-y07w2f43	234	1	engineering	engineer	VERB
cord-354627-y07w2f43	234	2	for	for	ADP
cord-354627-y07w2f43	234	3	sustainable	sustainable	ADJ
cord-354627-y07w2f43	234	4	future	future	NOUN
cord-354627-y07w2f43	234	5	,	,	PUNCT
cord-354627-y07w2f43	234	6	lecture	lecture	NOUN
cord-354627-y07w2f43	234	7	notes	note	NOUN
cord-354627-y07w2f43	234	8	in	in	ADP
cord-354627-y07w2f43	234	9	networks	network	NOUN
cord-354627-y07w2f43	234	10	and	and	CCONJ
cord-354627-y07w2f43	234	11	systems	system	NOUN
cord-354627-y07w2f43	234	12	,	,	PUNCT
cord-354627-y07w2f43	234	13	springer	springer	PROPN
cord-354627-y07w2f43	234	14	nature	nature	PROPN
cord-354627-y07w2f43	234	15	switzerland	switzerland	PROPN
cord-354627-y07w2f43	234	16	.	.	PUNCT
cord-354627-y07w2f43	235	1	2019	2019	NUM
cord-354627-y07w2f43	235	2	.	.	PUNCT
cord-354627-y07w2f43	236	1	72	72	NUM
cord-354627-y07w2f43	236	2	.	.	PUNCT
cord-354627-y07w2f43	237	1	ardabili	ardabili	PROPN
cord-354627-y07w2f43	237	2	;	;	PUNCT
cord-354627-y07w2f43	237	3	,	,	PUNCT
cord-354627-y07w2f43	237	4	s.	s.	PROPN
cord-354627-y07w2f43	237	5	;	;	PUNCT
cord-354627-y07w2f43	237	6	mosavi	mosavi	PROPN
cord-354627-y07w2f43	237	7	;	;	PUNCT
cord-354627-y07w2f43	237	8	,	,	PUNCT
cord-354627-y07w2f43	237	9	a.	a.	NOUN
cord-354627-y07w2f43	237	10	;	;	PUNCT
cord-354627-y07w2f43	237	11	varkonyi	varkonyi	PROPN
cord-354627-y07w2f43	237	12	-	-	PUNCT
cord-354627-y07w2f43	237	13	koczy	koczy	PROPN
cord-354627-y07w2f43	237	14	;	;	PUNCT
cord-354627-y07w2f43	237	15	,	,	PUNCT
cord-354627-y07w2f43	237	16	a.	a.	NOUN
cord-354627-y07w2f43	237	17	systematic	systematic	ADJ
cord-354627-y07w2f43	237	18	review	review	NOUN
cord-354627-y07w2f43	237	19	of	of	ADP
cord-354627-y07w2f43	237	20	deep	deep	ADJ
cord-354627-y07w2f43	237	21	learning	learning	NOUN
cord-354627-y07w2f43	237	22	and	and	CCONJ
cord-354627-y07w2f43	237	23	machine	machine	NOUN
cord-354627-y07w2f43	237	24	learning	learning	NOUN
cord-354627-y07w2f43	237	25	models	model	NOUN
cord-354627-y07w2f43	237	26	in	in	ADP
cord-354627-y07w2f43	237	27	biofuels	biofuels	ADJ
cord-354627-y07w2f43	237	28	research	research	NOUN
cord-354627-y07w2f43	237	29	,	,	PUNCT
cord-354627-y07w2f43	237	30	.	.	PUNCT
cord-354627-y07w2f43	238	1	engineering	engineer	VERB
cord-354627-y07w2f43	238	2	for	for	ADP
cord-354627-y07w2f43	238	3	sustainable	sustainable	ADJ
cord-354627-y07w2f43	238	4	future	future	ADJ
cord-354627-y07w2f43	238	5	performance	performance	NOUN
cord-354627-y07w2f43	238	6	analysis	analysis	NOUN
cord-354627-y07w2f43	238	7	of	of	ADP
cord-354627-y07w2f43	238	8	combine	combine	VERB
cord-354627-y07w2f43	238	9	harvester	harvester	NOUN
cord-354627-y07w2f43	238	10	using	use	VERB
cord-354627-y07w2f43	238	11	hybrid	hybrid	ADJ
cord-354627-y07w2f43	238	12	model	model	NOUN
cord-354627-y07w2f43	238	13	of	of	ADP
cord-354627-y07w2f43	238	14	artificial	artificial	ADJ
cord-354627-y07w2f43	238	15	neural	neural	ADJ
cord-354627-y07w2f43	238	16	networks	network	NOUN
cord-354627-y07w2f43	238	17	particle	particle	NOUN
cord-354627-y07w2f43	238	18	swarm	swarm	NOUN
cord-354627-y07w2f43	238	19	optimization	optimization	NOUN
cord-354627-y07w2f43	238	20	comparative	comparative	ADJ
cord-354627-y07w2f43	238	21	analysis	analysis	NOUN
cord-354627-y07w2f43	238	22	of	of	ADP
cord-354627-y07w2f43	238	23	ann	ann	PROPN
cord-354627-y07w2f43	238	24	-	-	PUNCT
cord-354627-y07w2f43	238	25	ica	ica	PROPN
cord-354627-y07w2f43	238	26	and	and	CCONJ
cord-354627-y07w2f43	238	27	ann	ann	PROPN
cord-354627-y07w2f43	238	28	-	-	PUNCT
cord-354627-y07w2f43	238	29	gwo	gwo	PROPN
cord-354627-y07w2f43	238	30	for	for	ADP
cord-354627-y07w2f43	238	31	crop	crop	NOUN
cord-354627-y07w2f43	238	32	yield	yield	NOUN
cord-354627-y07w2f43	238	33	prediction	prediction	NOUN
cord-354627-y07w2f43	238	34	prediction	prediction	NOUN
cord-354627-y07w2f43	238	35	of	of	ADP
cord-354627-y07w2f43	238	36	combine	combine	VERB
cord-354627-y07w2f43	238	37	harvester	harvester	ADJ
cord-354627-y07w2f43	238	38	performance	performance	NOUN
cord-354627-y07w2f43	238	39	using	use	VERB
cord-354627-y07w2f43	238	40	hybrid	hybrid	ADJ
cord-354627-y07w2f43	238	41	machine	machine	NOUN
cord-354627-y07w2f43	238	42	learning	learning	NOUN
cord-354627-y07w2f43	238	43	modeling	modeling	NOUN
cord-354627-y07w2f43	238	44	and	and	CCONJ
cord-354627-y07w2f43	238	45	response	response	NOUN
cord-354627-y07w2f43	238	46	surface	surface	NOUN
cord-354627-y07w2f43	238	47	methodology	methodology	NOUN
cord-354627-y07w2f43	238	48	state	state	NOUN
cord-354627-y07w2f43	238	49	of	of	ADP
cord-354627-y07w2f43	238	50	the	the	DET
cord-354627-y07w2f43	238	51	art	art	NOUN
cord-354627-y07w2f43	238	52	survey	survey	NOUN
cord-354627-y07w2f43	238	53	of	of	ADP
cord-354627-y07w2f43	238	54	deep	deep	ADJ
cord-354627-y07w2f43	238	55	learning	learning	NOUN
cord-354627-y07w2f43	238	56	and	and	CCONJ
cord-354627-y07w2f43	238	57	machine	machine	NOUN
cord-354627-y07w2f43	238	58	learning	learning	NOUN
cord-354627-y07w2f43	238	59	models	model	NOUN
cord-354627-y07w2f43	238	60	for	for	ADP
cord-354627-y07w2f43	238	61	smart	smart	ADJ
cord-354627-y07w2f43	238	62	cities	city	NOUN
cord-354627-y07w2f43	238	63	and	and	CCONJ
cord-354627-y07w2f43	238	64	urban	urban	ADJ
cord-354627-y07w2f43	238	65	sustainability	sustainability	NOUN
cord-354627-y07w2f43	238	66	imperialist	imperialist	NOUN
cord-354627-y07w2f43	238	67	competitive	competitive	ADJ
cord-354627-y07w2f43	238	68	algorithm	algorithm	NOUN
cord-354627-y07w2f43	238	69	:	:	PUNCT
cord-354627-y07w2f43	238	70	an	an	DET
cord-354627-y07w2f43	238	71	algorithm	algorithm	NOUN
cord-354627-y07w2f43	238	72	for	for	ADP
cord-354627-y07w2f43	238	73	optimization	optimization	NOUN
cord-354627-y07w2f43	238	74	inspired	inspire	VERB
cord-354627-y07w2f43	238	75	by	by	ADP
cord-354627-y07w2f43	238	76	imperialistic	imperialistic	ADJ
cord-354627-y07w2f43	238	77	competition	competition	NOUN
cord-354627-y07w2f43	238	78	an	an	DET
cord-354627-y07w2f43	238	79	imperialist	imperialist	ADJ
cord-354627-y07w2f43	238	80	competitive	competitive	ADJ
cord-354627-y07w2f43	238	81	algorithm	algorithm	NOUN
cord-354627-y07w2f43	238	82	with	with	ADP
cord-354627-y07w2f43	238	83	memory	memory	NOUN
cord-354627-y07w2f43	238	84	for	for	ADP
cord-354627-y07w2f43	238	85	distributed	distribute	VERB
cord-354627-y07w2f43	238	86	unrelated	unrelated	ADJ
cord-354627-y07w2f43	238	87	parallel	parallel	ADJ
cord-354627-y07w2f43	238	88	machines	machine	NOUN
cord-354627-y07w2f43	238	89	scheduling	schedule	VERB
cord-354627-y07w2f43	238	90	imperialist	imperialist	ADJ
cord-354627-y07w2f43	238	91	competitive	competitive	ADJ
cord-354627-y07w2f43	238	92	algorithm	algorithm	NOUN
cord-354627-y07w2f43	238	93	for	for	ADP
cord-354627-y07w2f43	238	94	minimum	minimum	ADJ
cord-354627-y07w2f43	238	95	bit	bit	NOUN
cord-354627-y07w2f43	238	96	error	error	NOUN
cord-354627-y07w2f43	238	97	rate	rate	NOUN
cord-354627-y07w2f43	238	98	beamforming	beamforme	VERB
cord-354627-y07w2f43	238	99	evolving	evolve	VERB
cord-354627-y07w2f43	238	100	artificial	artificial	ADJ
cord-354627-y07w2f43	238	101	neural	neural	ADJ
cord-354627-y07w2f43	238	102	network	network	NOUN
cord-354627-y07w2f43	238	103	and	and	CCONJ
cord-354627-y07w2f43	238	104	imperialist	imperialist	ADJ
cord-354627-y07w2f43	238	105	competitive	competitive	ADJ
cord-354627-y07w2f43	238	106	algorithm	algorithm	NOUN
cord-354627-y07w2f43	238	107	for	for	ADP
cord-354627-y07w2f43	238	108	prediction	prediction	NOUN
cord-354627-y07w2f43	238	109	oil	oil	NOUN
cord-354627-y07w2f43	238	110	flow	flow	NOUN
cord-354627-y07w2f43	238	111	rate	rate	NOUN
cord-354627-y07w2f43	238	112	of	of	ADP
cord-354627-y07w2f43	238	113	the	the	DET
cord-354627-y07w2f43	238	114	reservoir	reservoir	PROPN
cord-354627-y07w2f43	238	115	adaptive	adaptive	PROPN
cord-354627-y07w2f43	238	116	neuro	neuro	PROPN
cord-354627-y07w2f43	238	117	-	-	PUNCT
cord-354627-y07w2f43	238	118	fuzzy	fuzzy	ADJ
cord-354627-y07w2f43	238	119	inference	inference	NOUN
cord-354627-y07w2f43	238	120	system	system	NOUN
cord-354627-y07w2f43	238	121	for	for	ADP
cord-354627-y07w2f43	238	122	prediction	prediction	NOUN
cord-354627-y07w2f43	238	123	of	of	ADP
cord-354627-y07w2f43	238	124	water	water	NOUN
cord-354627-y07w2f43	238	125	level	level	NOUN
cord-354627-y07w2f43	238	126	in	in	ADP
cord-354627-y07w2f43	238	127	reservoir	reservoir	PROPN
cord-354627-y07w2f43	238	128	an	an	DET
cord-354627-y07w2f43	238	129	expert	expert	NOUN
cord-354627-y07w2f43	238	130	system	system	NOUN
cord-354627-y07w2f43	238	131	approach	approach	NOUN
cord-354627-y07w2f43	238	132	based	base	VERB
cord-354627-y07w2f43	238	133	on	on	ADP
cord-354627-y07w2f43	238	134	principal	principal	ADJ
cord-354627-y07w2f43	238	135	component	component	NOUN
cord-354627-y07w2f43	238	136	analysis	analysis	NOUN
cord-354627-y07w2f43	238	137	and	and	CCONJ
cord-354627-y07w2f43	238	138	adaptive	adaptive	PROPN
cord-354627-y07w2f43	238	139	neuro	neuro	PROPN
cord-354627-y07w2f43	238	140	-	-	PUNCT
cord-354627-y07w2f43	238	141	fuzzy	fuzzy	ADJ
cord-354627-y07w2f43	238	142	inference	inference	NOUN
cord-354627-y07w2f43	238	143	system	system	NOUN
cord-354627-y07w2f43	238	144	to	to	ADP
cord-354627-y07w2f43	238	145	diagnosis	diagnosis	NOUN
cord-354627-y07w2f43	238	146	of	of	ADP
cord-354627-y07w2f43	238	147	diabetes	diabetes	NOUN
cord-354627-y07w2f43	238	148	disease	disease	NOUN
cord-354627-y07w2f43	238	149	prediction	prediction	NOUN
cord-354627-y07w2f43	238	150	of	of	ADP
cord-354627-y07w2f43	238	151	the	the	DET
cord-354627-y07w2f43	238	152	strength	strength	NOUN
cord-354627-y07w2f43	238	153	and	and	CCONJ
cord-354627-y07w2f43	238	154	elasticity	elasticity	NOUN
cord-354627-y07w2f43	238	155	modulus	modulus	NOUN
cord-354627-y07w2f43	238	156	of	of	ADP
cord-354627-y07w2f43	238	157	gypsum	gypsum	NOUN
cord-354627-y07w2f43	238	158	using	use	VERB
cord-354627-y07w2f43	238	159	multiple	multiple	ADJ
cord-354627-y07w2f43	238	160	regression	regression	NOUN
cord-354627-y07w2f43	238	161	,	,	PUNCT
cord-354627-y07w2f43	238	162	ann	ann	PROPN
cord-354627-y07w2f43	238	163	,	,	PUNCT
cord-354627-y07w2f43	238	164	and	and	CCONJ
cord-354627-y07w2f43	238	165	anfis	anfis	PROPN
cord-354627-y07w2f43	238	166	models	model	VERB
cord-354627-y07w2f43	238	167	online	online	NOUN
cord-354627-y07w2f43	238	168	genetic	genetic	PROPN
cord-354627-y07w2f43	238	169	-	-	PUNCT
cord-354627-y07w2f43	238	170	anfis	anfi	VERB
cord-354627-y07w2f43	238	171	temperature	temperature	NOUN
cord-354627-y07w2f43	238	172	control	control	NOUN
cord-354627-y07w2f43	238	173	for	for	ADP
cord-354627-y07w2f43	238	174	86	86	NUM
cord-354627-y07w2f43	238	175	modeling	model	VERB
cord-354627-y07w2f43	238	176	the	the	DET
cord-354627-y07w2f43	238	177	effects	effect	NOUN
cord-354627-y07w2f43	238	178	of	of	ADP
cord-354627-y07w2f43	238	179	ultrasound	ultrasound	NOUN
cord-354627-y07w2f43	238	180	power	power	NOUN
cord-354627-y07w2f43	238	181	and	and	CCONJ
cord-354627-y07w2f43	238	182	reactor	reactor	NOUN
cord-354627-y07w2f43	238	183	dimension	dimension	NOUN
cord-354627-y07w2f43	238	184	on	on	ADP
cord-354627-y07w2f43	238	185	the	the	DET
cord-354627-y07w2f43	238	186	biodiesel	biodiesel	NOUN
cord-354627-y07w2f43	238	187	production	production	NOUN
cord-354627-y07w2f43	238	188	yield	yield	NOUN
cord-354627-y07w2f43	238	189	:	:	PUNCT
cord-354627-y07w2f43	238	190	comparison	comparison	NOUN
cord-354627-y07w2f43	238	191	of	of	ADP
cord-354627-y07w2f43	238	192	prediction	prediction	NOUN
cord-354627-y07w2f43	238	193	abilities	ability	NOUN
cord-354627-y07w2f43	238	194	between	between	ADP
cord-354627-y07w2f43	238	195	response	response	NOUN
cord-354627-y07w2f43	238	196	surface	surface	NOUN
cord-354627-y07w2f43	238	197	methodology	methodology	NOUN
cord-354627-y07w2f43	238	198	(	(	PUNCT
cord-354627-y07w2f43	238	199	rsm	rsm	NOUN
cord-354627-y07w2f43	238	200	)	)	PUNCT
cord-354627-y07w2f43	238	201	and	and	CCONJ
cord-354627-y07w2f43	238	202	adaptive	adaptive	PROPN
cord-354627-y07w2f43	238	203	neuro	neuro	PROPN
cord-354627-y07w2f43	238	204	-	-	PUNCT
cord-354627-y07w2f43	238	205	fuzzy	fuzzy	ADJ
cord-354627-y07w2f43	238	206	inference	inference	NOUN
cord-354627-y07w2f43	238	207	system	system	NOUN
cord-354627-y07w2f43	238	208	(	(	PUNCT
cord-354627-y07w2f43	238	209	anfis	anfis	PROPN
cord-354627-y07w2f43	238	210	)	)	PUNCT
cord-354627-y07w2f43	238	211	application	application	NOUN
cord-354627-y07w2f43	238	212	of	of	ADP
cord-354627-y07w2f43	238	213	anfis	anfis	PROPN
cord-354627-y07w2f43	238	214	-	-	PUNCT
cord-354627-y07w2f43	238	215	based	base	VERB
cord-354627-y07w2f43	238	216	subtractive	subtractive	ADJ
cord-354627-y07w2f43	238	217	clustering	cluster	VERB
cord-354627-y07w2f43	238	218	algorithm	algorithm	NOUN
cord-354627-y07w2f43	238	219	in	in	ADP
cord-354627-y07w2f43	238	220	soil	soil	NOUN
cord-354627-y07w2f43	238	221	cation	cation	NOUN
cord-354627-y07w2f43	238	222	exchange	exchange	NOUN
cord-354627-y07w2f43	238	223	capacity	capacity	NOUN
cord-354627-y07w2f43	238	224	estimation	estimation	NOUN
cord-354627-y07w2f43	238	225	using	use	VERB
cord-354627-y07w2f43	238	226	soil	soil	NOUN
cord-354627-y07w2f43	238	227	and	and	CCONJ
cord-354627-y07w2f43	238	228	remotely	remotely	ADV
cord-354627-y07w2f43	238	229	sensed	sense	VERB
cord-354627-y07w2f43	238	230	data	data	NOUN
cord-354627-y07w2f43	238	231	modeling	modeling	NOUN
cord-354627-y07w2f43	238	232	and	and	CCONJ
cord-354627-y07w2f43	238	233	analysis	analysis	NOUN
cord-354627-y07w2f43	238	234	of	of	ADP
cord-354627-y07w2f43	238	235	significant	significant	ADJ
cord-354627-y07w2f43	238	236	process	process	NOUN
cord-354627-y07w2f43	238	237	parameters	parameter	NOUN
cord-354627-y07w2f43	238	238	of	of	ADP
cord-354627-y07w2f43	238	239	fdm	fdm	NOUN
cord-354627-y07w2f43	238	240	3d	3d	NOUN
cord-354627-y07w2f43	238	241	printer	printer	NOUN
cord-354627-y07w2f43	238	242	using	use	VERB
cord-354627-y07w2f43	238	243	anfis	anfis	PROPN
cord-354627-y07w2f43	238	244	application	application	NOUN
cord-354627-y07w2f43	238	245	of	of	ADP
cord-354627-y07w2f43	238	246	anfis	anfis	PROPN
cord-354627-y07w2f43	238	247	to	to	PART
cord-354627-y07w2f43	238	248	predict	predict	VERB
cord-354627-y07w2f43	238	249	crop	crop	NOUN
cord-354627-y07w2f43	238	250	yield	yield	NOUN
cord-354627-y07w2f43	238	251	based	base	VERB
cord-354627-y07w2f43	238	252	on	on	ADP
cord-354627-y07w2f43	238	253	different	different	ADJ
cord-354627-y07w2f43	238	254	energy	energy	NOUN
cord-354627-y07w2f43	238	255	inputs	input	NOUN
cord-354627-y07w2f43	238	256	water	water	NOUN
cord-354627-y07w2f43	238	257	quality	quality	NOUN
cord-354627-y07w2f43	238	258	prediction	prediction	NOUN
cord-354627-y07w2f43	238	259	model	model	NOUN
cord-354627-y07w2f43	238	260	utilizing	utilize	VERB
cord-354627-y07w2f43	238	261	integrated	integrate	VERB
cord-354627-y07w2f43	238	262	wavelet	wavelet	NOUN
cord-354627-y07w2f43	238	263	-	-	PUNCT
cord-354627-y07w2f43	238	264	anfis	anfi	VERB
cord-354627-y07w2f43	238	265	model	model	NOUN
cord-354627-y07w2f43	238	266	with	with	ADP
cord-354627-y07w2f43	238	267	cross	cross	ADJ
cord-354627-y07w2f43	238	268	-	-	ADJ
cord-354627-y07w2f43	238	269	validation	validation	ADJ
cord-354627-y07w2f43	238	270	estimation	estimation	NOUN
cord-354627-y07w2f43	238	271	of	of	ADP
cord-354627-y07w2f43	238	272	wind	wind	NOUN
cord-354627-y07w2f43	238	273	speed	speed	NOUN
cord-354627-y07w2f43	238	274	profile	profile	NOUN
cord-354627-y07w2f43	238	275	using	use	VERB
cord-354627-y07w2f43	238	276	adaptive	adaptive	PROPN
cord-354627-y07w2f43	238	277	neuro	neuro	PROPN
cord-354627-y07w2f43	238	278	-	-	PUNCT
cord-354627-y07w2f43	238	279	fuzzy	fuzzy	ADJ
cord-354627-y07w2f43	238	280	inference	inference	NOUN
cord-354627-y07w2f43	238	281	system	system	NOUN
cord-354627-y07w2f43	238	282	(	(	PUNCT
cord-354627-y07w2f43	238	283	anfis	anfis	PROPN
cord-354627-y07w2f43	238	284	)	)	PUNCT
cord-354627-y07w2f43	238	285	93	93	NUM
cord-354627-y07w2f43	238	286	.	.	PUNCT
cord-354627-y07w2f43	239	1	faizollahzadeh_ardabili	faizollahzadeh_ardabili	NOUN
cord-354627-y07w2f43	239	2	;	;	PUNCT
cord-354627-y07w2f43	239	3	mahmoudi	mahmoudi	PROPN
cord-354627-y07w2f43	239	4	,	,	PUNCT
cord-354627-y07w2f43	239	5	a.	a.	PROPN
cord-354627-y07w2f43	239	6	;	;	PUNCT
cord-354627-y07w2f43	239	7	mesri	mesri	PROPN
cord-354627-y07w2f43	239	8	gundoshmian	gundoshmian	PROPN
cord-354627-y07w2f43	239	9	,	,	PUNCT
cord-354627-y07w2f43	239	10	t.	t.	PROPN
cord-354627-y07w2f43	239	11	modeling	modeling	NOUN
cord-354627-y07w2f43	239	12	and	and	CCONJ
cord-354627-y07w2f43	239	13	simulation	simulation	NOUN
cord-354627-y07w2f43	239	14	controlling	control	VERB
cord-354627-y07w2f43	239	15	system	system	NOUN
cord-354627-y07w2f43	239	16	of	of	ADP
cord-354627-y07w2f43	239	17	hvac	hvac	NOUN
cord-354627-y07w2f43	239	18	using	use	VERB
cord-354627-y07w2f43	239	19	fuzzy	fuzzy	ADJ
cord-354627-y07w2f43	239	20	and	and	CCONJ
cord-354627-y07w2f43	239	21	predictive	predictive	ADJ
cord-354627-y07w2f43	239	22	(	(	PUNCT
cord-354627-y07w2f43	239	23	radial	radial	ADJ
cord-354627-y07w2f43	239	24	basis	basis	NOUN
cord-354627-y07w2f43	239	25	function	function	NOUN
cord-354627-y07w2f43	239	26	,	,	PUNCT
cord-354627-y07w2f43	239	27	rbf	rbf	PROPN
cord-354627-y07w2f43	239	28	)	)	PUNCT
cord-354627-y07w2f43	239	29	controllers	controller	NOUN
cord-354627-y07w2f43	239	30	modelling	model	VERB
cord-354627-y07w2f43	239	31	temperature	temperature	NOUN
cord-354627-y07w2f43	239	32	variation	variation	NOUN
cord-354627-y07w2f43	239	33	of	of	ADP
cord-354627-y07w2f43	239	34	mushroom	mushroom	NOUN
cord-354627-y07w2f43	239	35	growing	grow	VERB
cord-354627-y07w2f43	239	36	hall	hall	NOUN
cord-354627-y07w2f43	239	37	using	use	VERB
cord-354627-y07w2f43	239	38	artificial	artificial	ADJ
cord-354627-y07w2f43	239	39	neural	neural	ADJ
cord-354627-y07w2f43	239	40	networks	network	NOUN
cord-354627-y07w2f43	239	41	.	.	PUNCT
cord-354627-y07w2f43	240	1	engineering	engineer	VERB
cord-354627-y07w2f43	240	2	for	for	ADP
cord-354627-y07w2f43	240	3	sustainable	sustainable	ADJ
cord-354627-y07w2f43	240	4	future	future	NOUN
