id	sid	tid	token	lemma	pos
fbem-410	1	1	frontiers	frontier	NOUN
fbem-410	1	2	in	in	ADP
fbem-410	1	3	business	business	NOUN
fbem-410	1	4	,	,	PUNCT
fbem-410	1	5	economics	economic	NOUN
fbem-410	1	6	and	and	CCONJ
fbem-410	1	7	management	management	NOUN
fbem-410	1	8	issn	issn	PROPN
fbem-410	1	9	:	:	PUNCT
fbem-410	1	10	2766	2766	NUM
fbem-410	1	11	-	-	PUNCT
fbem-410	1	12	824x	824x	NUM
fbem-410	1	13	|	|	ADJ
fbem-410	1	14	vol	vol	NOUN
fbem-410	1	15	.	.	PROPN
fbem-410	2	1	4	4	NUM
fbem-410	2	2	,	,	PUNCT
fbem-410	2	3	no	no	INTJ
fbem-410	2	4	.	.	NOUN
fbem-410	2	5	1	1	NUM
fbem-410	2	6	,	,	PUNCT
fbem-410	2	7	2022	2022	NUM
fbem-410	2	8	26	26	NUM
fbem-410	2	9	cold	cold	ADJ
fbem-410	2	10	chain	chain	NOUN
fbem-410	2	11	logistics	logistics	PROPN
fbem-410	2	12	uav	uav	PROPN
fbem-410	2	13	path	path	PROPN
fbem-410	2	14	optimization	optimization	PROPN
fbem-410	2	15	enlightenment	enlightenment	PROPN
fbem-410	2	16	hongxia	hongxia	PROPN
fbem-410	2	17	miao1	miao1	PROPN
fbem-410	2	18	,	,	PUNCT
fbem-410	2	19	*	*	PUNCT
fbem-410	3	1	1chongqing	1chongqing	NUM
fbem-410	3	2	university	university	NOUN
fbem-410	3	3	of	of	ADP
fbem-410	3	4	posts	post	NOUN
fbem-410	3	5	and	and	CCONJ
fbem-410	3	6	telecommunications	telecommunication	NOUN
fbem-410	3	7	,	,	PUNCT
fbem-410	3	8	chongqing	chongqing	PROPN
fbem-410	3	9	,	,	PUNCT
fbem-410	3	10	china	china	PROPN
fbem-410	3	11	*	*	PUNCT
fbem-410	3	12	corresponding	correspond	VERB
fbem-410	3	13	author	author	NOUN
fbem-410	3	14	:	:	PUNCT
fbem-410	3	15	miao	miao	PROPN
fbem-410	3	16	hongxia	hongxia	PROPN
fbem-410	3	17	(	(	PUNCT
fbem-410	3	18	email	email	NOUN
fbem-410	3	19	:	:	PUNCT
fbem-410	3	20	miaohx@foxmail.com	miaohx@foxmail.com	X
fbem-410	3	21	)	)	PUNCT
fbem-410	3	22	abstract	abstract	NOUN
fbem-410	3	23	:	:	PUNCT
fbem-410	3	24	as	as	SCONJ
fbem-410	3	25	the	the	DET
fbem-410	3	26	market	market	NOUN
fbem-410	3	27	size	size	NOUN
fbem-410	3	28	of	of	ADP
fbem-410	3	29	cold	cold	ADJ
fbem-410	3	30	chain	chain	NOUN
fbem-410	3	31	logistics	logistic	NOUN
fbem-410	3	32	in	in	ADP
fbem-410	3	33	china	china	PROPN
fbem-410	3	34	grows	grow	VERB
fbem-410	3	35	year	year	NOUN
fbem-410	3	36	by	by	ADP
fbem-410	3	37	year	year	NOUN
fbem-410	3	38	,	,	PUNCT
fbem-410	3	39	consumers	consumer	NOUN
fbem-410	3	40	have	have	AUX
fbem-410	3	41	significantly	significantly	ADV
fbem-410	3	42	improved	improve	VERB
fbem-410	3	43	their	their	PRON
fbem-410	3	44	requirements	requirement	NOUN
fbem-410	3	45	for	for	ADP
fbem-410	3	46	the	the	DET
fbem-410	3	47	quality	quality	NOUN
fbem-410	3	48	of	of	ADP
fbem-410	3	49	cold	cold	ADJ
fbem-410	3	50	chain	chain	NOUN
fbem-410	3	51	items	item	NOUN
fbem-410	3	52	.	.	PUNCT
fbem-410	4	1	meanwhile	meanwhile	ADV
fbem-410	4	2	,	,	PUNCT
fbem-410	4	3	national	national	ADJ
fbem-410	4	4	laws	law	NOUN
fbem-410	4	5	and	and	CCONJ
fbem-410	4	6	policies	policy	NOUN
fbem-410	4	7	supporting	support	VERB
fbem-410	4	8	the	the	DET
fbem-410	4	9	development	development	NOUN
fbem-410	4	10	of	of	ADP
fbem-410	4	11	cold	cold	ADJ
fbem-410	4	12	chain	chain	NOUN
fbem-410	4	13	logistics	logistic	NOUN
fbem-410	4	14	have	have	AUX
fbem-410	4	15	been	be	AUX
fbem-410	4	16	introduced	introduce	VERB
fbem-410	4	17	successively	successively	ADV
fbem-410	4	18	,	,	PUNCT
fbem-410	4	19	which	which	PRON
fbem-410	4	20	makes	make	VERB
fbem-410	4	21	the	the	DET
fbem-410	4	22	field	field	NOUN
fbem-410	4	23	related	relate	VERB
fbem-410	4	24	to	to	ADP
fbem-410	4	25	cold	cold	ADJ
fbem-410	4	26	chain	chain	NOUN
fbem-410	4	27	logistics	logistic	NOUN
fbem-410	4	28	develop	develop	VERB
fbem-410	4	29	rapidly	rapidly	ADV
fbem-410	4	30	.	.	PUNCT
fbem-410	5	1	however	however	ADV
fbem-410	5	2	,	,	PUNCT
fbem-410	5	3	there	there	PRON
fbem-410	5	4	are	be	VERB
fbem-410	5	5	some	some	DET
fbem-410	5	6	problems	problem	NOUN
fbem-410	5	7	in	in	ADP
fbem-410	5	8	the	the	DET
fbem-410	5	9	development	development	NOUN
fbem-410	5	10	of	of	ADP
fbem-410	5	11	the	the	DET
fbem-410	5	12	cold	cold	ADJ
fbem-410	5	13	chains	chain	NOUN
fbem-410	5	14	,	,	PUNCT
fbem-410	5	15	such	such	ADJ
fbem-410	5	16	as	as	ADP
fbem-410	5	17	waste	waste	NOUN
fbem-410	5	18	of	of	ADP
fbem-410	5	19	logistics	logistic	NOUN
fbem-410	5	20	data	datum	NOUN
fbem-410	5	21	supervision	supervision	NOUN
fbem-410	5	22	and	and	CCONJ
fbem-410	5	23	high	high	ADJ
fbem-410	5	24	cost	cost	NOUN
fbem-410	5	25	of	of	ADP
fbem-410	5	26	logistics	logistic	NOUN
fbem-410	5	27	distribution	distribution	NOUN
fbem-410	5	28	.	.	PUNCT
fbem-410	6	1	especially	especially	ADV
fbem-410	6	2	in	in	ADP
fbem-410	6	3	the	the	DET
fbem-410	6	4	critical	critical	ADJ
fbem-410	6	5	situation	situation	NOUN
fbem-410	6	6	of	of	ADP
fbem-410	6	7	the	the	DET
fbem-410	6	8	epidemic	epidemic	NOUN
fbem-410	6	9	,	,	PUNCT
fbem-410	6	10	the	the	DET
fbem-410	6	11	"	"	PUNCT
fbem-410	6	12	last	last	ADJ
fbem-410	6	13	mile	mile	NOUN
fbem-410	6	14	"	"	PUNCT
fbem-410	6	15	delivery	delivery	NOUN
fbem-410	6	16	without	without	ADP
fbem-410	6	17	contact	contact	NOUN
fbem-410	6	18	is	be	AUX
fbem-410	6	19	advocated	advocate	VERB
fbem-410	6	20	,	,	PUNCT
fbem-410	6	21	and	and	CCONJ
fbem-410	6	22	the	the	DET
fbem-410	6	23	transportation	transportation	NOUN
fbem-410	6	24	time	time	NOUN
fbem-410	6	25	of	of	ADP
fbem-410	6	26	cold	cold	ADJ
fbem-410	6	27	-	-	PUNCT
fbem-410	6	28	chain	chain	NOUN
fbem-410	6	29	vehicles	vehicle	NOUN
fbem-410	6	30	is	be	AUX
fbem-410	6	31	long	long	ADJ
fbem-410	6	32	and	and	CCONJ
fbem-410	6	33	the	the	DET
fbem-410	6	34	cost	cost	NOUN
fbem-410	6	35	is	be	AUX
fbem-410	6	36	high	high	ADJ
fbem-410	6	37	,	,	PUNCT
fbem-410	6	38	which	which	PRON
fbem-410	6	39	causes	cause	VERB
fbem-410	6	40	great	great	ADJ
fbem-410	6	41	resistance	resistance	NOUN
fbem-410	6	42	to	to	ADP
fbem-410	6	43	solving	solve	VERB
fbem-410	6	44	the	the	DET
fbem-410	6	45	"	"	PUNCT
fbem-410	6	46	last	last	ADJ
fbem-410	6	47	mile	mile	NOUN
fbem-410	6	48	"	"	PUNCT
fbem-410	6	49	.	.	PUNCT
fbem-410	7	1	this	this	DET
fbem-410	7	2	paper	paper	NOUN
fbem-410	7	3	puts	put	VERB
fbem-410	7	4	forward	forward	ADV
fbem-410	7	5	the	the	DET
fbem-410	7	6	corresponding	corresponding	ADJ
fbem-410	7	7	enlightenment	enlightenment	NOUN
fbem-410	7	8	according	accord	VERB
fbem-410	7	9	to	to	ADP
fbem-410	7	10	the	the	DET
fbem-410	7	11	relevant	relevant	ADJ
fbem-410	7	12	literature	literature	NOUN
fbem-410	7	13	.	.	PUNCT
fbem-410	8	1	keywords	keyword	NOUN
fbem-410	8	2	:	:	PUNCT
fbem-410	8	3	cold	cold	ADJ
fbem-410	8	4	chain	chain	NOUN
fbem-410	8	5	logistics	logistic	NOUN
fbem-410	8	6	,	,	PUNCT
fbem-410	8	7	target	target	NOUN
fbem-410	8	8	-	-	PUNCT
fbem-410	8	9	task	task	NOUN
fbem-410	8	10	priority	priority	NOUN
fbem-410	8	11	,	,	PUNCT
fbem-410	8	12	unbalanced	unbalanced	ADJ
fbem-410	8	13	data	datum	NOUN
fbem-410	8	14	,	,	PUNCT
fbem-410	8	15	uav	uav	PROPN
fbem-410	8	16	.	.	PROPN
fbem-410	9	1	1	1	NUM
fbem-410	9	2	.	.	X
fbem-410	9	3	introduction	introduction	NOUN
fbem-410	9	4	recently	recently	ADV
fbem-410	9	5	,	,	PUNCT
fbem-410	9	6	the	the	DET
fbem-410	9	7	"	"	PUNCT
fbem-410	9	8	14th	14th	ADJ
fbem-410	9	9	five	five	NUM
fbem-410	9	10	-	-	PUNCT
fbem-410	9	11	year	year	NOUN
fbem-410	9	12	plan	plan	NOUN
fbem-410	9	13	"	"	PUNCT
fbem-410	9	14	development	development	NOUN
fbem-410	9	15	plan	plan	NOUN
fbem-410	9	16	,	,	PUNCT
fbem-410	9	17	the	the	DET
fbem-410	9	18	first	first	ADJ
fbem-410	9	19	plan	plan	NOUN
fbem-410	9	20	in	in	ADP
fbem-410	9	21	the	the	DET
fbem-410	9	22	field	field	NOUN
fbem-410	9	23	of	of	ADP
fbem-410	9	24	cold	cold	ADJ
fbem-410	9	25	chain	chain	NOUN
fbem-410	9	26	logistics	logistic	NOUN
fbem-410	9	27	in	in	ADP
fbem-410	9	28	china	china	PROPN
fbem-410	9	29	,	,	PUNCT
fbem-410	9	30	has	have	AUX
fbem-410	9	31	been	be	AUX
fbem-410	9	32	released	release	VERB
fbem-410	9	33	,	,	PUNCT
fbem-410	9	34	establishing	establish	VERB
fbem-410	9	35	four	four	NUM
fbem-410	9	36	systems	system	NOUN
fbem-410	9	37	of	of	ADP
fbem-410	9	38	cold	cold	ADJ
fbem-410	9	39	chain	chain	NOUN
fbem-410	9	40	logistics	logistic	NOUN
fbem-410	9	41	operation	operation	NOUN
fbem-410	9	42	system	system	NOUN
fbem-410	9	43	,	,	PUNCT
fbem-410	9	44	service	service	NOUN
fbem-410	9	45	system	system	NOUN
fbem-410	9	46	,	,	PUNCT
fbem-410	9	47	supervision	supervision	NOUN
fbem-410	9	48	system	system	NOUN
fbem-410	9	49	and	and	CCONJ
fbem-410	9	50	support	support	NOUN
fbem-410	9	51	system	system	NOUN
fbem-410	9	52	.	.	PUNCT
fbem-410	10	1	focus	focus	VERB
fbem-410	10	2	on	on	ADP
fbem-410	10	3	"	"	PUNCT
fbem-410	10	4	the	the	DET
fbem-410	10	5	first	first	ADJ
fbem-410	10	6	kilometer	kilometer	NOUN
fbem-410	10	7	"	"	PUNCT
fbem-410	10	8	and	and	CCONJ
fbem-410	10	9	"	"	PUNCT
fbem-410	10	10	the	the	DET
fbem-410	10	11	last	last	ADJ
fbem-410	10	12	kilometer	kilometer	NOUN
fbem-410	10	13	"	"	PUNCT
fbem-410	10	14	to	to	PART
fbem-410	10	15	complement	complement	VERB
fbem-410	10	16	the	the	DET
fbem-410	10	17	shortcomings	shortcoming	NOUN
fbem-410	10	18	of	of	ADP
fbem-410	10	19	cold	cold	ADJ
fbem-410	10	20	chain	chain	NOUN
fbem-410	10	21	logistics	logistic	NOUN
fbem-410	10	22	facilities	facility	NOUN
fbem-410	10	23	at	at	ADP
fbem-410	10	24	both	both	DET
fbem-410	10	25	ends	end	VERB
fbem-410	10	26	.	.	PUNCT
fbem-410	11	1	with	with	ADP
fbem-410	11	2	the	the	DET
fbem-410	11	3	occurrence	occurrence	NOUN
fbem-410	11	4	of	of	ADP
fbem-410	11	5	various	various	ADJ
fbem-410	11	6	uncertainties	uncertainty	NOUN
fbem-410	11	7	such	such	ADJ
fbem-410	11	8	as	as	ADP
fbem-410	11	9	the	the	DET
fbem-410	11	10	epidemic	epidemic	NOUN
fbem-410	11	11	,	,	PUNCT
fbem-410	11	12	there	there	PRON
fbem-410	11	13	are	be	VERB
fbem-410	11	14	more	more	ADV
fbem-410	11	15	stringent	stringent	ADJ
fbem-410	11	16	requirements	requirement	NOUN
fbem-410	11	17	for	for	ADP
fbem-410	11	18	the	the	DET
fbem-410	11	19	"	"	PUNCT
fbem-410	11	20	last	last	ADJ
fbem-410	11	21	mile	mile	NOUN
fbem-410	11	22	"	"	PUNCT
fbem-410	11	23	.	.	PUNCT
fbem-410	12	1	how	how	SCONJ
fbem-410	12	2	to	to	PART
fbem-410	12	3	use	use	VERB
fbem-410	12	4	the	the	DET
fbem-410	12	5	data	datum	NOUN
fbem-410	12	6	collected	collect	VERB
fbem-410	12	7	in	in	ADP
fbem-410	12	8	the	the	DET
fbem-410	12	9	operation	operation	NOUN
fbem-410	12	10	system	system	NOUN
fbem-410	12	11	of	of	ADP
fbem-410	12	12	cold	cold	ADJ
fbem-410	12	13	chain	chain	NOUN
fbem-410	12	14	logistics	logistic	NOUN
fbem-410	12	15	to	to	PART
fbem-410	12	16	schedule	schedule	VERB
fbem-410	12	17	resources	resource	NOUN
fbem-410	12	18	in	in	ADP
fbem-410	12	19	priority	priority	NOUN
fbem-410	12	20	,	,	PUNCT
fbem-410	12	21	so	so	SCONJ
fbem-410	12	22	that	that	SCONJ
fbem-410	12	23	scientific	scientific	ADJ
fbem-410	12	24	planning	planning	NOUN
fbem-410	12	25	path	path	NOUN
fbem-410	12	26	becomes	become	VERB
fbem-410	12	27	the	the	DET
fbem-410	12	28	focus	focus	NOUN
fbem-410	12	29	in	in	ADP
fbem-410	12	30	the	the	DET
fbem-410	12	31	field	field	NOUN
fbem-410	12	32	of	of	ADP
fbem-410	12	33	logistics	logistic	NOUN
fbem-410	12	34	.	.	PUNCT
fbem-410	13	1	with	with	ADP
fbem-410	13	2	the	the	DET
fbem-410	13	3	rapid	rapid	ADJ
fbem-410	13	4	development	development	NOUN
fbem-410	13	5	of	of	ADP
fbem-410	13	6	economy	economy	NOUN
fbem-410	13	7	and	and	CCONJ
fbem-410	13	8	the	the	DET
fbem-410	13	9	continuous	continuous	ADJ
fbem-410	13	10	improvement	improvement	NOUN
fbem-410	13	11	of	of	ADP
fbem-410	13	12	people	people	NOUN
fbem-410	13	13	's	's	PART
fbem-410	13	14	living	living	NOUN
fbem-410	13	15	standards	standard	NOUN
fbem-410	13	16	,	,	PUNCT
fbem-410	13	17	the	the	DET
fbem-410	13	18	demand	demand	NOUN
fbem-410	13	19	of	of	ADP
fbem-410	13	20	urban	urban	ADJ
fbem-410	13	21	and	and	CCONJ
fbem-410	13	22	rural	rural	ADJ
fbem-410	13	23	residents	resident	NOUN
fbem-410	13	24	for	for	ADP
fbem-410	13	25	cold	cold	ADJ
fbem-410	13	26	chain	chain	NOUN
fbem-410	13	27	items	item	NOUN
fbem-410	13	28	keeps	keeps	AUX
fbem-410	13	29	rising	rise	VERB
fbem-410	13	30	.	.	PUNCT
fbem-410	14	1	demand	demand	NOUN
fbem-410	14	2	doubled	double	VERB
fbem-410	14	3	1.5	1.5	NUM
fbem-410	14	4	times	time	NOUN
fbem-410	14	5	between	between	ADP
fbem-410	14	6	2015	2015	NUM
fbem-410	14	7	and	and	CCONJ
fbem-410	14	8	2020	2020	NUM
fbem-410	14	9	;	;	PUNCT
fbem-410	14	10	the	the	DET
fbem-410	14	11	market	market	NOUN
fbem-410	14	12	size	size	NOUN
fbem-410	14	13	of	of	ADP
fbem-410	14	14	cold	cold	ADJ
fbem-410	14	15	chain	chain	NOUN
fbem-410	14	16	logistics	logistic	NOUN
fbem-410	14	17	has	have	AUX
fbem-410	14	18	also	also	ADV
fbem-410	14	19	gradually	gradually	ADV
fbem-410	14	20	expanded	expand	VERB
fbem-410	14	21	,	,	PUNCT
fbem-410	14	22	increasing	increase	VERB
fbem-410	14	23	by	by	ADP
fbem-410	14	24	nearly	nearly	ADV
fbem-410	14	25	1.13	1.13	NUM
fbem-410	14	26	times	time	NOUN
fbem-410	14	27	.	.	PUNCT
fbem-410	15	1	the	the	DET
fbem-410	15	2	number	number	NOUN
fbem-410	15	3	of	of	ADP
fbem-410	15	4	refrigerated	refrigerate	VERB
fbem-410	15	5	vehicles	vehicle	NOUN
fbem-410	15	6	increased	increase	VERB
fbem-410	15	7	rapidly	rapidly	ADV
fbem-410	15	8	,	,	PUNCT
fbem-410	15	9	from	from	ADP
fbem-410	15	10	93,400	93,400	NUM
fbem-410	15	11	in	in	ADP
fbem-410	15	12	2015	2015	NUM
fbem-410	15	13	to	to	ADP
fbem-410	15	14	286,700	286,700	NUM
fbem-410	15	15	in	in	ADP
fbem-410	15	16	2020	2020	NUM
fbem-410	15	17	,	,	PUNCT
fbem-410	15	18	with	with	ADP
fbem-410	15	19	an	an	DET
fbem-410	15	20	increase	increase	NOUN
fbem-410	15	21	rate	rate	NOUN
fbem-410	15	22	of	of	ADP
fbem-410	15	23	206.1	206.1	NUM
fbem-410	15	24	%	%	NOUN
fbem-410	15	25	.	.	PUNCT
fbem-410	16	1	the	the	DET
fbem-410	16	2	capacity	capacity	NOUN
fbem-410	16	3	of	of	ADP
fbem-410	16	4	cold	cold	ADJ
fbem-410	16	5	storage	storage	NOUN
fbem-410	16	6	has	have	AUX
fbem-410	16	7	more	more	ADV
fbem-410	16	8	than	than	ADP
fbem-410	16	9	doubled	double	VERB
fbem-410	16	10	from	from	ADP
fbem-410	16	11	37.4	37.4	NUM
fbem-410	16	12	million	million	NUM
fbem-410	16	13	tons	ton	NOUN
fbem-410	16	14	to	to	ADP
fbem-410	16	15	70.8	70.8	NUM
fbem-410	16	16	million	million	NUM
fbem-410	16	17	tons	ton	NOUN
fbem-410	16	18	.	.	PUNCT
fbem-410	17	1	the	the	DET
fbem-410	17	2	rapid	rapid	ADJ
fbem-410	17	3	expansion	expansion	NOUN
fbem-410	17	4	of	of	ADP
fbem-410	17	5	these	these	DET
fbem-410	17	6	scales	scale	NOUN
fbem-410	17	7	has	have	AUX
fbem-410	17	8	put	put	VERB
fbem-410	17	9	forward	forward	ADV
fbem-410	17	10	higher	high	ADJ
fbem-410	17	11	requirements	requirement	NOUN
fbem-410	17	12	for	for	ADP
fbem-410	17	13	the	the	DET
fbem-410	17	14	technological	technological	ADJ
fbem-410	17	15	innovation	innovation	NOUN
fbem-410	17	16	and	and	CCONJ
fbem-410	17	17	development	development	NOUN
fbem-410	17	18	of	of	ADP
fbem-410	17	19	the	the	DET
fbem-410	17	20	cold	cold	ADJ
fbem-410	17	21	chain	chain	NOUN
fbem-410	17	22	logistics	logistic	NOUN
fbem-410	17	23	industry	industry	NOUN
fbem-410	17	24	,	,	PUNCT
fbem-410	17	25	and	and	CCONJ
fbem-410	17	26	it	it	PRON
fbem-410	17	27	has	have	AUX
fbem-410	17	28	become	become	VERB
fbem-410	17	29	more	more	ADV
fbem-410	17	30	difficult	difficult	ADJ
fbem-410	17	31	to	to	PART
fbem-410	17	32	accurately	accurately	ADV
fbem-410	17	33	mine	mine	VERB
fbem-410	17	34	the	the	DET
fbem-410	17	35	data	datum	NOUN
fbem-410	17	36	of	of	ADP
fbem-410	17	37	the	the	DET
fbem-410	17	38	cold	cold	ADJ
fbem-410	17	39	chain	chain	NOUN
fbem-410	17	40	logistics	logistic	NOUN
fbem-410	17	41	.	.	PUNCT
fbem-410	18	1	figure	figure	NOUN
fbem-410	18	2	1	1	NUM
fbem-410	18	3	.	.	PUNCT
fbem-410	19	1	changes	change	NOUN
fbem-410	19	2	in	in	ADP
fbem-410	19	3	cold	cold	ADJ
fbem-410	19	4	chain	chain	NOUN
fbem-410	19	5	logistics	logistic	NOUN
fbem-410	19	6	2015	2015	NUM
fbem-410	19	7	-	-	SYM
fbem-410	19	8	2020	2020	NUM
fbem-410	19	9	at	at	ADP
fbem-410	19	10	present	present	ADJ
fbem-410	19	11	,	,	PUNCT
fbem-410	19	12	china	china	PROPN
fbem-410	19	13	's	's	PART
fbem-410	19	14	cold	cold	ADJ
fbem-410	19	15	chain	chain	NOUN
fbem-410	19	16	logistics	logistic	NOUN
fbem-410	19	17	has	have	VERB
fbem-410	19	18	problems	problem	NOUN
fbem-410	19	19	of	of	ADP
fbem-410	19	20	imperfect	imperfect	ADJ
fbem-410	19	21	infrastructure	infrastructure	NOUN
fbem-410	19	22	,	,	PUNCT
fbem-410	19	23	non	non	ADJ
fbem-410	19	24	-	-	ADJ
fbem-410	19	25	standard	standard	ADJ
fbem-410	19	26	logistics	logistic	NOUN
fbem-410	19	27	and	and	CCONJ
fbem-410	19	28	transportation	transportation	NOUN
fbem-410	19	29	links	link	NOUN
fbem-410	19	30	and	and	CCONJ
fbem-410	19	31	unreasonable	unreasonable	ADJ
fbem-410	19	32	transportation	transportation	NOUN
fbem-410	19	33	allocation	allocation	NOUN
fbem-410	19	34	.	.	PUNCT
fbem-410	20	1	especially	especially	ADV
fbem-410	20	2	,	,	PUNCT
fbem-410	20	3	it	it	PRON
fbem-410	20	4	is	be	AUX
fbem-410	20	5	urgent	urgent	ADJ
fbem-410	20	6	to	to	PART
fbem-410	20	7	solve	solve	VERB
fbem-410	20	8	the	the	DET
fbem-410	20	9	end	end	NOUN
fbem-410	20	10	distribution	distribution	NOUN
fbem-410	20	11	of	of	ADP
fbem-410	20	12	cold	cold	ADJ
fbem-410	20	13	-	-	PUNCT
fbem-410	20	14	chain	chain	NOUN
fbem-410	20	15	medical	medical	ADJ
fbem-410	20	16	drugs	drug	NOUN
fbem-410	20	17	after	after	ADP
fbem-410	20	18	the	the	DET
fbem-410	20	19	outbreak	outbreak	NOUN
fbem-410	20	20	of	of	ADP
fbem-410	20	21	the	the	DET
fbem-410	20	22	epidemic	epidemic	NOUN
fbem-410	20	23	.	.	PUNCT
fbem-410	21	1	scientific	scientific	ADJ
fbem-410	21	2	prioritization	prioritization	NOUN
fbem-410	21	3	of	of	ADP
fbem-410	21	4	cold	cold	ADJ
fbem-410	21	5	-	-	PUNCT
fbem-410	21	6	chain	chain	NOUN
fbem-410	21	7	medical	medical	ADJ
fbem-410	21	8	drugs	drug	NOUN
fbem-410	21	9	for	for	ADP
fbem-410	21	10	each	each	DET
fbem-410	21	11	target	target	NOUN
fbem-410	21	12	task	task	NOUN
fbem-410	21	13	point	point	NOUN
fbem-410	21	14	can	can	AUX
fbem-410	21	15	greatly	greatly	ADV
fbem-410	21	16	improve	improve	VERB
fbem-410	21	17	the	the	DET
fbem-410	21	18	rescue	rescue	NOUN
fbem-410	21	19	efficiency	efficiency	NOUN
fbem-410	21	20	.	.	PUNCT
fbem-410	22	1	at	at	ADP
fbem-410	22	2	the	the	DET
fbem-410	22	3	same	same	ADJ
fbem-410	22	4	time	time	NOUN
fbem-410	22	5	this	this	DET
fbem-410	22	6	kind	kind	NOUN
fbem-410	22	7	of	of	ADP
fbem-410	22	8	transportation	transportation	NOUN
fbem-410	22	9	has	have	VERB
fbem-410	22	10	the	the	DET
fbem-410	22	11	characteristics	characteristic	NOUN
fbem-410	22	12	of	of	ADP
fbem-410	22	13	small	small	ADJ
fbem-410	22	14	batch	batch	NOUN
fbem-410	22	15	,	,	PUNCT
fbem-410	22	16	batches	batch	NOUN
fbem-410	22	17	,	,	PUNCT
fbem-410	22	18	the	the	DET
fbem-410	22	19	task	task	NOUN
fbem-410	22	20	of	of	ADP
fbem-410	22	21	emergency	emergency	NOUN
fbem-410	22	22	,	,	PUNCT
fbem-410	22	23	emergency	emergency	NOUN
fbem-410	22	24	medicine	medicine	NOUN
fbem-410	22	25	for	for	ADP
fbem-410	22	26	cold	cold	ADJ
fbem-410	22	27	chain	chain	NOUN
fbem-410	22	28	distribution	distribution	NOUN
fbem-410	22	29	using	use	VERB
fbem-410	22	30	9.34	9.34	NUM
fbem-410	22	31	11.5	11.5	NUM
fbem-410	22	32	14	14	NUM
fbem-410	22	33	18	18	NUM
fbem-410	22	34	21.47	21.47	NUM
fbem-410	22	35	28.67	28.67	NUM
fbem-410	22	36	3740	3740	NUM
fbem-410	23	1	4200	4200	NUM
fbem-410	23	2	4750	4750	NUM
fbem-410	23	3	5238	5238	NUM
fbem-410	23	4	6053	6053	NUM
fbem-410	23	5	7080	7080	NUM
fbem-410	23	6	10500	10500	NUM
fbem-410	23	7	12500	12500	NUM
fbem-410	23	8	14800	14800	NUM
fbem-410	23	9	18900	18900	NUM
fbem-410	23	10	23300	23300	NUM
fbem-410	23	11	26500	26500	NUM
fbem-410	23	12	1800	1800	NUM
fbem-410	23	13	2210	2210	NUM
fbem-410	23	14	2550	2550	NUM
fbem-410	23	15	2886	2886	NUM
fbem-410	23	16	3391	3391	NUM
fbem-410	23	17	3832	3832	NUM
fbem-410	23	18	2015	2015	NUM
fbem-410	23	19	2016	2016	NUM
fbem-410	23	20	2017	2017	NUM
fbem-410	23	21	2018	2018	NUM
fbem-410	23	22	2019	2019	NUM
fbem-410	23	23	2020	2020	NUM
fbem-410	23	24	27	27	NUM
fbem-410	23	25	unmanned	unmanned	ADJ
fbem-410	23	26	aerial	aerial	ADJ
fbem-410	23	27	vehicle	vehicle	NOUN
fbem-410	23	28	(	(	PUNCT
fbem-410	23	29	uav	uav	PROPN
fbem-410	23	30	)	)	PUNCT
fbem-410	23	31	instead	instead	ADV
fbem-410	23	32	of	of	ADP
fbem-410	23	33	point	point	NOUN
fbem-410	23	34	target	target	NOUN
fbem-410	23	35	task	task	NOUN
fbem-410	23	36	distribution	distribution	NOUN
fbem-410	23	37	,	,	PUNCT
fbem-410	23	38	cold	cold	ADJ
fbem-410	23	39	chain	chain	NOUN
fbem-410	23	40	vehicle	vehicle	NOUN
fbem-410	23	41	for	for	ADP
fbem-410	23	42	human	human	NOUN
fbem-410	23	43	is	be	AUX
fbem-410	23	44	a	a	DET
fbem-410	23	45	great	great	ADJ
fbem-410	23	46	save	save	NOUN
fbem-410	23	47	,	,	PUNCT
fbem-410	23	48	"	"	PUNCT
fbem-410	23	49	contactless	contactless	ADJ
fbem-410	23	50	"	"	PUNCT
fbem-410	23	51	distribution	distribution	NOUN
fbem-410	23	52	also	also	ADV
fbem-410	23	53	reduced	reduce	VERB
fbem-410	23	54	the	the	DET
fbem-410	23	55	risk	risk	NOUN
fbem-410	23	56	of	of	ADP
fbem-410	23	57	infection	infection	NOUN
fbem-410	23	58	,	,	PUNCT
fbem-410	23	59	but	but	CCONJ
fbem-410	23	60	need	need	VERB
fbem-410	23	61	to	to	PART
fbem-410	23	62	consider	consider	VERB
fbem-410	23	63	the	the	DET
fbem-410	23	64	operation	operation	NOUN
fbem-410	23	65	of	of	ADP
fbem-410	23	66	the	the	DET
fbem-410	23	67	unmanned	unmanned	ADJ
fbem-410	23	68	aerial	aerial	ADJ
fbem-410	23	69	vehicle	vehicle	NOUN
fbem-410	23	70	(	(	PUNCT
fbem-410	23	71	uav	uav	PROPN
fbem-410	23	72	)	)	PUNCT
fbem-410	23	73	distance	distance	NOUN
fbem-410	23	74	,	,	PUNCT
fbem-410	23	75	load	load	NOUN
fbem-410	23	76	,	,	PUNCT
fbem-410	23	77	and	and	CCONJ
fbem-410	23	78	so	so	ADV
fbem-410	23	79	on	on	ADV
fbem-410	23	80	and	and	CCONJ
fbem-410	23	81	so	so	ADV
fbem-410	23	82	forth	forth	ADV
fbem-410	23	83	.	.	PUNCT
fbem-410	24	1	cold	cold	ADJ
fbem-410	24	2	chain	chain	NOUN
fbem-410	24	3	vehicle	vehicle	NOUN
fbem-410	24	4	transportation	transportation	NOUN
fbem-410	24	5	for	for	ADP
fbem-410	24	6	uav	uav	PROPN
fbem-410	24	7	transportation	transportation	NOUN
fbem-410	24	8	is	be	AUX
fbem-410	24	9	not	not	PART
fbem-410	24	10	limited	limit	VERB
fbem-410	24	11	by	by	ADP
fbem-410	24	12	distance	distance	NOUN
fbem-410	24	13	and	and	CCONJ
fbem-410	24	14	load	load	NOUN
fbem-410	24	15	,	,	PUNCT
fbem-410	24	16	but	but	CCONJ
fbem-410	24	17	it	it	PRON
fbem-410	24	18	has	have	VERB
fbem-410	24	19	the	the	DET
fbem-410	24	20	characteristics	characteristic	NOUN
fbem-410	24	21	of	of	ADP
fbem-410	24	22	long	long	ADJ
fbem-410	24	23	running	running	NOUN
fbem-410	24	24	time	time	NOUN
fbem-410	24	25	and	and	CCONJ
fbem-410	24	26	great	great	ADJ
fbem-410	24	27	influence	influence	NOUN
fbem-410	24	28	by	by	ADP
fbem-410	24	29	road	road	NOUN
fbem-410	24	30	conditions	condition	NOUN
fbem-410	24	31	.	.	PUNCT
fbem-410	25	1	longer	long	ADJ
fbem-410	25	2	transport	transport	NOUN
fbem-410	25	3	times	time	NOUN
fbem-410	25	4	mean	mean	VERB
fbem-410	25	5	lower	low	ADJ
fbem-410	25	6	carriage	carriage	NOUN
fbem-410	25	7	temperatures	temperature	NOUN
fbem-410	25	8	and	and	CCONJ
fbem-410	25	9	greater	great	ADJ
fbem-410	25	10	potential	potential	NOUN
fbem-410	25	11	for	for	ADP
fbem-410	25	12	cold	cold	ADJ
fbem-410	25	13	chain	chain	NOUN
fbem-410	25	14	items	item	NOUN
fbem-410	25	15	to	to	PART
fbem-410	25	16	deteriorate	deteriorate	VERB
fbem-410	25	17	.	.	PUNCT
fbem-410	26	1	2	2	X
fbem-410	26	2	.	.	X
fbem-410	26	3	literature	literature	NOUN
fbem-410	26	4	review	review	VERB
fbem-410	26	5	2.1	2.1	NUM
fbem-410	26	6	.	.	PUNCT
fbem-410	27	1	information	information	NOUN
fbem-410	27	2	decision	decision	NOUN
fbem-410	27	3	support	support	NOUN
fbem-410	27	4	based	base	VERB
fbem-410	27	5	on	on	ADP
fbem-410	27	6	cold	cold	ADJ
fbem-410	27	7	chain	chain	NOUN
fbem-410	27	8	logistics	logistic	NOUN
fbem-410	27	9	data	datum	NOUN
fbem-410	27	10	in	in	ADP
fbem-410	27	11	recent	recent	ADJ
fbem-410	27	12	years	year	NOUN
fbem-410	27	13	,	,	PUNCT
fbem-410	27	14	with	with	ADP
fbem-410	27	15	the	the	DET
fbem-410	27	16	rapid	rapid	ADJ
fbem-410	27	17	development	development	NOUN
fbem-410	27	18	of	of	ADP
fbem-410	27	19	cold	cold	ADJ
fbem-410	27	20	chain	chain	NOUN
fbem-410	27	21	logistics	logistic	NOUN
fbem-410	27	22	transportation	transportation	NOUN
fbem-410	27	23	in	in	ADP
fbem-410	27	24	china	china	PROPN
fbem-410	27	25	,	,	PUNCT
fbem-410	27	26	the	the	DET
fbem-410	27	27	cold	cold	ADJ
fbem-410	27	28	chain	chain	NOUN
fbem-410	27	29	logistics	logistic	NOUN
fbem-410	27	30	industry	industry	NOUN
fbem-410	27	31	has	have	AUX
fbem-410	27	32	produced	produce	VERB
fbem-410	27	33	inestimable	inestimable	ADJ
fbem-410	27	34	data	datum	NOUN
fbem-410	27	35	information	information	NOUN
fbem-410	27	36	.	.	PUNCT
fbem-410	28	1	substantial	substantial	ADJ
fbem-410	28	2	losses	loss	NOUN
fbem-410	28	3	result	result	VERB
fbem-410	28	4	from	from	ADP
fbem-410	28	5	multiple	multiple	ADJ
fbem-410	28	6	risk	risk	NOUN
fbem-410	28	7	effects	effect	NOUN
fbem-410	28	8	along	along	ADP
fbem-410	28	9	the	the	DET
fbem-410	28	10	cold	cold	ADJ
fbem-410	28	11	chain	chain	NOUN
fbem-410	28	12	such	such	ADJ
fbem-410	28	13	as	as	ADP
fbem-410	28	14	lack	lack	NOUN
fbem-410	28	15	of	of	ADP
fbem-410	28	16	traceability	traceability	NOUN
fbem-410	28	17	,	,	PUNCT
fbem-410	28	18	transport	transport	NOUN
fbem-410	28	19	delays	delay	NOUN
fbem-410	28	20	and	and	CCONJ
fbem-410	28	21	failures	failure	NOUN
fbem-410	28	22	,	,	PUNCT
fbem-410	28	23	temperature	temperature	NOUN
fbem-410	28	24	abuse	abuse	NOUN
fbem-410	28	25	,	,	PUNCT
fbem-410	28	26	and	and	CCONJ
fbem-410	28	27	crosscontamination	crosscontamination	NOUN
fbem-410	28	28	in	in	ADP
fbem-410	28	29	transport	transport	NOUN
fbem-410	28	30	and	and	CCONJ
fbem-410	28	31	storage	storage	NOUN
fbem-410	28	32	.	.	PUNCT
fbem-410	29	1	in	in	ADP
fbem-410	29	2	addition	addition	NOUN
fbem-410	29	3	,	,	PUNCT
fbem-410	29	4	according	accord	VERB
fbem-410	29	5	to	to	ADP
fbem-410	29	6	data	datum	NOUN
fbem-410	29	7	,	,	PUNCT
fbem-410	29	8	about	about	ADV
fbem-410	29	9	30	30	NUM
fbem-410	29	10	%	%	NOUN
fbem-410	29	11	of	of	ADP
fbem-410	29	12	perishable	perishable	ADJ
fbem-410	29	13	products	product	NOUN
fbem-410	29	14	are	be	AUX
fbem-410	29	15	wasted	waste	VERB
fbem-410	29	16	in	in	ADP
fbem-410	29	17	some	some	DET
fbem-410	29	18	link	link	NOUN
fbem-410	29	19	of	of	ADP
fbem-410	29	20	the	the	DET
fbem-410	29	21	supply	supply	NOUN
fbem-410	29	22	chain	chain	NOUN
fbem-410	29	23	[	[	X
fbem-410	29	24	1	1	NUM
fbem-410	29	25	]	]	PUNCT
fbem-410	29	26	.	.	PUNCT
fbem-410	30	1	therefore	therefore	ADV
fbem-410	30	2	,	,	PUNCT
fbem-410	30	3	in	in	ADP
fbem-410	30	4	order	order	NOUN
fbem-410	30	5	to	to	PART
fbem-410	30	6	ensure	ensure	VERB
fbem-410	30	7	the	the	DET
fbem-410	30	8	food	food	NOUN
fbem-410	30	9	safety	safety	NOUN
fbem-410	30	10	and	and	CCONJ
fbem-410	30	11	quality	quality	NOUN
fbem-410	30	12	of	of	ADP
fbem-410	30	13	the	the	DET
fbem-410	30	14	cold	cold	ADJ
fbem-410	30	15	chain	chain	NOUN
fbem-410	30	16	,	,	PUNCT
fbem-410	30	17	improve	improve	VERB
fbem-410	30	18	the	the	DET
fbem-410	30	19	performance	performance	NOUN
fbem-410	30	20	of	of	ADP
fbem-410	30	21	the	the	DET
fbem-410	30	22	cold	cold	ADJ
fbem-410	30	23	chain	chain	NOUN
fbem-410	30	24	transportation	transportation	NOUN
fbem-410	30	25	,	,	PUNCT
fbem-410	30	26	and	and	CCONJ
fbem-410	30	27	the	the	DET
fbem-410	30	28	understanding	understanding	NOUN
fbem-410	30	29	and	and	CCONJ
fbem-410	30	30	accessibility	accessibility	NOUN
fbem-410	30	31	of	of	ADP
fbem-410	30	32	the	the	DET
fbem-410	30	33	product	product	NOUN
fbem-410	30	34	environment	environment	NOUN
fbem-410	30	35	,	,	PUNCT
fbem-410	30	36	it	it	PRON
fbem-410	30	37	is	be	AUX
fbem-410	30	38	necessary	necessary	ADJ
fbem-410	30	39	to	to	PART
fbem-410	30	40	emphasize	emphasize	VERB
fbem-410	30	41	the	the	DET
fbem-410	30	42	data	datum	NOUN
fbem-410	30	43	of	of	ADP
fbem-410	30	44	all	all	DET
fbem-410	30	45	stages	stage	NOUN
fbem-410	30	46	of	of	ADP
fbem-410	30	47	the	the	DET
fbem-410	30	48	cold	cold	ADJ
fbem-410	30	49	chain	chain	NOUN
fbem-410	31	1	[	[	X
fbem-410	31	2	2	2	NUM
fbem-410	31	3	]	]	PUNCT
fbem-410	31	4	.	.	PUNCT
fbem-410	32	1	people	people	NOUN
fbem-410	32	2	begin	begin	VERB
fbem-410	32	3	to	to	PART
fbem-410	32	4	analyze	analyze	VERB
fbem-410	32	5	and	and	CCONJ
fbem-410	32	6	apply	apply	VERB
fbem-410	32	7	data	datum	NOUN
fbem-410	32	8	in	in	ADP
fbem-410	32	9	large	large	ADJ
fbem-410	32	10	quantities	quantity	NOUN
fbem-410	32	11	,	,	PUNCT
fbem-410	32	12	which	which	PRON
fbem-410	32	13	indicates	indicate	VERB
fbem-410	32	14	the	the	DET
fbem-410	32	15	arrival	arrival	NOUN
fbem-410	32	16	of	of	ADP
fbem-410	32	17	new	new	ADJ
fbem-410	32	18	productivity	productivity	NOUN
fbem-410	32	19	growth	growth	NOUN
fbem-410	32	20	and	and	CCONJ
fbem-410	32	21	consumption	consumption	NOUN
fbem-410	32	22	surplus	surplus	NOUN
fbem-410	32	23	wave	wave	NOUN
fbem-410	32	24	[	[	X
fbem-410	32	25	3	3	NUM
fbem-410	32	26	]	]	PUNCT
fbem-410	32	27	.	.	PUNCT
fbem-410	33	1	cold	cold	ADJ
fbem-410	33	2	chain	chain	NOUN
fbem-410	33	3	logistics	logistic	NOUN
fbem-410	33	4	information	information	NOUN
fbem-410	33	5	decision	decision	NOUN
fbem-410	33	6	support	support	NOUN
fbem-410	33	7	based	base	VERB
fbem-410	33	8	on	on	ADP
fbem-410	33	9	cold	cold	ADJ
fbem-410	33	10	chain	chain	NOUN
fbem-410	33	11	logistics	logistic	NOUN
fbem-410	33	12	data	datum	NOUN
fbem-410	33	13	is	be	AUX
fbem-410	33	14	reflected	reflect	VERB
fbem-410	33	15	in	in	ADP
fbem-410	33	16	all	all	DET
fbem-410	33	17	links	link	NOUN
fbem-410	33	18	of	of	ADP
fbem-410	33	19	the	the	DET
fbem-410	33	20	logistics	logistic	NOUN
fbem-410	33	21	industry	industry	NOUN
fbem-410	33	22	,	,	PUNCT
fbem-410	33	23	such	such	ADJ
fbem-410	33	24	as	as	ADP
fbem-410	33	25	the	the	DET
fbem-410	33	26	distribution	distribution	NOUN
fbem-410	33	27	system	system	NOUN
fbem-410	33	28	of	of	ADP
fbem-410	33	29	cold	cold	ADJ
fbem-410	33	30	chain	chain	NOUN
fbem-410	33	31	logistics	logistic	NOUN
fbem-410	33	32	transportation	transportation	NOUN
fbem-410	33	33	,	,	PUNCT
fbem-410	33	34	which	which	PRON
fbem-410	33	35	needs	need	VERB
fbem-410	33	36	to	to	PART
fbem-410	33	37	consider	consider	VERB
fbem-410	33	38	the	the	DET
fbem-410	33	39	specific	specific	ADJ
fbem-410	33	40	requirements	requirement	NOUN
fbem-410	33	41	of	of	ADP
fbem-410	33	42	each	each	DET
fbem-410	33	43	distribution	distribution	NOUN
fbem-410	33	44	point	point	NOUN
fbem-410	33	45	:	:	PUNCT
fbem-410	33	46	distribution	distribution	NOUN
fbem-410	33	47	location	location	NOUN
fbem-410	33	48	,	,	PUNCT
fbem-410	33	49	delivery	delivery	NOUN
fbem-410	33	50	time	time	NOUN
fbem-410	33	51	and	and	CCONJ
fbem-410	33	52	different	different	ADJ
fbem-410	33	53	temperature	temperature	NOUN
fbem-410	33	54	requirements	requirement	NOUN
fbem-410	33	55	of	of	ADP
fbem-410	33	56	cold	cold	ADJ
fbem-410	33	57	chain	chain	NOUN
fbem-410	33	58	goods	good	NOUN
fbem-410	33	59	.	.	PUNCT
fbem-410	34	1	machine	machine	NOUN
fbem-410	34	2	learning	learning	NOUN
fbem-410	34	3	is	be	AUX
fbem-410	34	4	needed	need	VERB
fbem-410	34	5	to	to	PART
fbem-410	34	6	mine	mine	VERB
fbem-410	34	7	these	these	DET
fbem-410	34	8	data	datum	NOUN
fbem-410	34	9	in	in	ADP
fbem-410	34	10	all	all	DET
fbem-410	34	11	aspects	aspect	NOUN
fbem-410	34	12	of	of	ADP
fbem-410	34	13	cold	cold	ADJ
fbem-410	34	14	chain	chain	NOUN
fbem-410	34	15	logistics	logistic	NOUN
fbem-410	34	16	,	,	PUNCT
fbem-410	34	17	so	so	SCONJ
fbem-410	34	18	as	as	SCONJ
fbem-410	34	19	to	to	PART
fbem-410	34	20	establish	establish	VERB
fbem-410	34	21	better	well	ADJ
fbem-410	34	22	distribution	distribution	NOUN
fbem-410	34	23	methods	method	NOUN
fbem-410	34	24	.	.	PUNCT
fbem-410	35	1	the	the	DET
fbem-410	35	2	application	application	NOUN
fbem-410	35	3	of	of	ADP
fbem-410	35	4	this	this	DET
fbem-410	35	5	kind	kind	NOUN
fbem-410	35	6	of	of	ADP
fbem-410	35	7	data	datum	NOUN
fbem-410	35	8	analysis	analysis	NOUN
fbem-410	35	9	is	be	AUX
fbem-410	35	10	receiving	receive	VERB
fbem-410	35	11	more	more	ADJ
fbem-410	35	12	and	and	CCONJ
fbem-410	35	13	more	more	ADJ
fbem-410	35	14	attention	attention	NOUN
fbem-410	35	15	in	in	ADP
fbem-410	35	16	cold	cold	ADJ
fbem-410	35	17	chain	chain	NOUN
fbem-410	35	18	logistics	logistic	NOUN
fbem-410	35	19	because	because	SCONJ
fbem-410	35	20	of	of	ADP
fbem-410	35	21	its	its	PRON
fbem-410	35	22	potential	potential	NOUN
fbem-410	35	23	to	to	PART
fbem-410	35	24	improve	improve	VERB
fbem-410	35	25	flexibility	flexibility	NOUN
fbem-410	35	26	,	,	PUNCT
fbem-410	35	27	effectively	effectively	ADV
fbem-410	35	28	manage	manage	VERB
fbem-410	35	29	demand	demand	NOUN
fbem-410	35	30	fluctuations	fluctuation	NOUN
fbem-410	35	31	and	and	CCONJ
fbem-410	35	32	deal	deal	VERB
fbem-410	35	33	with	with	ADP
fbem-410	35	34	cost	cost	NOUN
fbem-410	35	35	fluctuations	fluctuation	NOUN
fbem-410	35	36	,	,	PUNCT
fbem-410	35	37	thus	thus	ADV
fbem-410	35	38	enabling	enable	VERB
fbem-410	35	39	enterprise	enterprise	NOUN
fbem-410	35	40	organizations	organization	NOUN
fbem-410	35	41	to	to	PART
fbem-410	35	42	do	do	VERB
fbem-410	35	43	better	well	ADV
fbem-410	35	44	[	[	X
fbem-410	35	45	4	4	NUM
fbem-410	35	46	]	]	PUNCT
fbem-410	35	47	.	.	PUNCT
fbem-410	36	1	at	at	ADP
fbem-410	36	2	present	present	ADJ
fbem-410	36	3	,	,	PUNCT
fbem-410	36	4	more	more	ADJ
fbem-410	36	5	scholars	scholar	NOUN
fbem-410	36	6	begin	begin	VERB
fbem-410	36	7	to	to	PART
fbem-410	36	8	study	study	VERB
fbem-410	36	9	the	the	DET
fbem-410	36	10	support	support	NOUN
fbem-410	36	11	of	of	ADP
fbem-410	36	12	cold	cold	ADJ
fbem-410	36	13	chain	chain	NOUN
fbem-410	36	14	data	datum	NOUN
fbem-410	36	15	for	for	ADP
fbem-410	36	16	decision	decision	NOUN
fbem-410	36	17	making	making	NOUN
fbem-410	36	18	.	.	PUNCT
fbem-410	37	1	for	for	ADP
fbem-410	37	2	example	example	NOUN
fbem-410	37	3	,	,	PUNCT
fbem-410	37	4	temperature	temperature	NOUN
fbem-410	37	5	monitoring	monitoring	NOUN
fbem-410	37	6	meat	meat	NOUN
fbem-410	37	7	supply	supply	NOUN
fbem-410	37	8	chain	chain	NOUN
fbem-410	37	9	[	[	X
fbem-410	37	10	5	5	NUM
fbem-410	37	11	]	]	PUNCT
fbem-410	37	12	,	,	PUNCT
fbem-410	37	13	temperature	temperature	NOUN
fbem-410	37	14	alarm	alarm	NOUN
fbem-410	37	15	cod	cod	NOUN
fbem-410	37	16	supply	supply	NOUN
fbem-410	37	17	chain	chain	NOUN
fbem-410	37	18	[	[	X
fbem-410	37	19	6	6	NUM
fbem-410	37	20	]	]	PUNCT
fbem-410	37	21	,	,	PUNCT
fbem-410	37	22	supply	supply	NOUN
fbem-410	37	23	chain	chain	NOUN
fbem-410	37	24	design	design	NOUN
fbem-410	37	25	for	for	ADP
fbem-410	37	26	fresh	fresh	ADJ
fbem-410	37	27	fruit	fruit	NOUN
fbem-410	37	28	quality	quality	NOUN
fbem-410	37	29	maintenance	maintenance	NOUN
fbem-410	37	30	at	at	ADP
fbem-410	37	31	minimum	minimum	ADJ
fbem-410	37	32	cost	cost	NOUN
fbem-410	37	33	[	[	X
fbem-410	37	34	7	7	NUM
fbem-410	37	35	]	]	PUNCT
fbem-410	37	36	and	and	CCONJ
fbem-410	37	37	data	datum	NOUN
fbem-410	37	38	-	-	PUNCT
fbem-410	37	39	driven	drive	VERB
fbem-410	37	40	decision	decision	NOUN
fbem-410	37	41	[	[	X
fbem-410	37	42	8	8	NUM
fbem-410	37	43	]	]	PUNCT
fbem-410	37	44	for	for	ADP
fbem-410	37	45	frozen	frozen	ADJ
fbem-410	37	46	fruit	fruit	NOUN
fbem-410	37	47	distribution	distribution	NOUN
fbem-410	37	48	[	[	X
fbem-410	37	49	9	9	NUM
fbem-410	37	50	]	]	PUNCT
fbem-410	37	51	.	.	PUNCT
fbem-410	38	1	as	as	SCONJ
fbem-410	38	2	we	we	PRON
fbem-410	38	3	all	all	PRON
fbem-410	38	4	know	know	VERB
fbem-410	38	5	,	,	PUNCT
fbem-410	38	6	temperature	temperature	NOUN
fbem-410	38	7	is	be	AUX
fbem-410	38	8	a	a	DET
fbem-410	38	9	key	key	ADJ
fbem-410	38	10	indicator	indicator	NOUN
fbem-410	38	11	in	in	ADP
fbem-410	38	12	cold	cold	ADJ
fbem-410	38	13	chain	chain	NOUN
fbem-410	38	14	logistics	logistic	NOUN
fbem-410	38	15	,	,	PUNCT
fbem-410	38	16	visibility	visibility	NOUN
fbem-410	38	17	and	and	CCONJ
fbem-410	38	18	traceability	traceability	NOUN
fbem-410	38	19	are	be	AUX
fbem-410	38	20	extremely	extremely	ADV
fbem-410	38	21	important	important	ADJ
fbem-410	38	22	.	.	PUNCT
fbem-410	39	1	in	in	ADP
fbem-410	39	2	order	order	NOUN
fbem-410	39	3	to	to	PART
fbem-410	39	4	ensure	ensure	VERB
fbem-410	39	5	the	the	DET
fbem-410	39	6	freshness	freshness	NOUN
fbem-410	39	7	of	of	ADP
fbem-410	39	8	food	food	NOUN
fbem-410	39	9	,	,	PUNCT
fbem-410	39	10	prolong	prolong	VERB
fbem-410	39	11	the	the	DET
fbem-410	39	12	shelf	shelf	NOUN
fbem-410	39	13	life	life	NOUN
fbem-410	39	14	and	and	CCONJ
fbem-410	39	15	improve	improve	VERB
fbem-410	39	16	the	the	DET
fbem-410	39	17	safety	safety	NOUN
fbem-410	39	18	of	of	ADP
fbem-410	39	19	cold	cold	ADJ
fbem-410	39	20	chain	chain	NOUN
fbem-410	39	21	items	item	NOUN
fbem-410	39	22	,	,	PUNCT
fbem-410	39	23	a	a	DET
fbem-410	39	24	cold	cold	ADJ
fbem-410	39	25	chain	chain	NOUN
fbem-410	39	26	management	management	NOUN
fbem-410	39	27	method	method	NOUN
fbem-410	39	28	was	be	AUX
fbem-410	39	29	established	establish	VERB
fbem-410	39	30	.	.	PUNCT
fbem-410	40	1	cold	cold	ADJ
fbem-410	40	2	chain	chain	NOUN
fbem-410	40	3	monitoring	monitoring	NOUN
fbem-410	40	4	and	and	CCONJ
fbem-410	40	5	control	control	NOUN
fbem-410	40	6	is	be	AUX
fbem-410	40	7	an	an	DET
fbem-410	40	8	essential	essential	ADJ
fbem-410	40	9	part	part	NOUN
fbem-410	40	10	of	of	ADP
fbem-410	40	11	cold	cold	ADJ
fbem-410	40	12	chain	chain	NOUN
fbem-410	40	13	management	management	NOUN
fbem-410	40	14	system	system	NOUN
fbem-410	40	15	.	.	PUNCT
fbem-410	41	1	information	information	NOUN
fbem-410	41	2	technologies	technology	NOUN
fbem-410	41	3	such	such	ADJ
fbem-410	41	4	as	as	ADP
fbem-410	41	5	time	time	NOUN
fbem-410	41	6	temperature	temperature	NOUN
fbem-410	41	7	indicators	indicator	NOUN
fbem-410	41	8	(	(	PUNCT
fbem-410	41	9	tti	tti	PROPN
fbem-410	41	10	)	)	PUNCT
fbem-410	41	11	and	and	CCONJ
fbem-410	41	12	wireless	wireless	ADJ
fbem-410	41	13	sensor	sensor	NOUN
fbem-410	41	14	network	network	NOUN
fbem-410	41	15	(	(	PUNCT
fbem-410	41	16	wsn	wsn	PROPN
fbem-410	41	17	)	)	PUNCT
fbem-410	41	18	are	be	AUX
fbem-410	41	19	the	the	DET
fbem-410	41	20	most	most	ADV
fbem-410	41	21	studied	study	VERB
fbem-410	41	22	cold	cold	ADJ
fbem-410	41	23	chain	chain	NOUN
fbem-410	41	24	monitoring	monitoring	NOUN
fbem-410	41	25	methods	method	NOUN
fbem-410	41	26	at	at	ADP
fbem-410	41	27	present	present	ADJ
fbem-410	41	28	.	.	PUNCT
fbem-410	42	1	tti	tti	PROPN
fbem-410	42	2	offers	offer	VERB
fbem-410	42	3	the	the	DET
fbem-410	42	4	possibility	possibility	NOUN
fbem-410	42	5	to	to	PART
fbem-410	42	6	continuously	continuously	ADV
fbem-410	42	7	monitor	monitor	VERB
fbem-410	42	8	and	and	CCONJ
fbem-410	42	9	record	record	NOUN
fbem-410	42	10	timetemperature	timetemperature	NOUN
fbem-410	42	11	history	history	NOUN
fbem-410	42	12	throughout	throughout	ADP
fbem-410	42	13	the	the	DET
fbem-410	42	14	supply	supply	NOUN
fbem-410	42	15	chain	chain	NOUN
fbem-410	42	16	in	in	ADP
fbem-410	42	17	a	a	DET
fbem-410	42	18	simple	simple	ADJ
fbem-410	42	19	and	and	CCONJ
fbem-410	42	20	economical	economical	ADJ
fbem-410	42	21	manner	manner	NOUN
fbem-410	42	22	.	.	PUNCT
fbem-410	43	1	in	in	ADP
fbem-410	43	2	view	view	NOUN
fbem-410	43	3	of	of	ADP
fbem-410	43	4	users	user	NOUN
fbem-410	43	5	'	'	PART
fbem-410	43	6	demand	demand	NOUN
fbem-410	43	7	for	for	ADP
fbem-410	43	8	wsn	wsn	PROPN
fbem-410	43	9	based	base	VERB
fbem-410	43	10	integrated	integrate	VERB
fbem-410	43	11	cold	cold	ADJ
fbem-410	43	12	chain	chain	NOUN
fbem-410	43	13	shelf	shelf	NOUN
fbem-410	43	14	-	-	PUNCT
fbem-410	43	15	life	life	NOUN
fbem-410	43	16	decision	decision	NOUN
fbem-410	43	17	support	support	NOUN
fbem-410	43	18	system	system	NOUN
fbem-410	43	19	,	,	PUNCT
fbem-410	43	20	this	this	DET
fbem-410	43	21	system	system	NOUN
fbem-410	43	22	has	have	VERB
fbem-410	43	23	high	high	ADJ
fbem-410	43	24	cost	cost	NOUN
fbem-410	43	25	effectiveness	effectiveness	NOUN
fbem-410	43	26	and	and	CCONJ
fbem-410	43	27	can	can	AUX
fbem-410	43	28	be	be	AUX
fbem-410	43	29	quickly	quickly	ADV
fbem-410	43	30	applied	apply	VERB
fbem-410	43	31	to	to	ADP
fbem-410	43	32	different	different	ADJ
fbem-410	43	33	kinds	kind	NOUN
fbem-410	43	34	of	of	ADP
fbem-410	43	35	perishable	perishable	ADJ
fbem-410	43	36	food	food	NOUN
fbem-410	43	37	such	such	ADJ
fbem-410	43	38	as	as	ADP
fbem-410	43	39	aquatic	aquatic	ADJ
fbem-410	43	40	products	product	NOUN
fbem-410	43	41	,	,	PUNCT
fbem-410	43	42	vegetables	vegetable	NOUN
fbem-410	43	43	,	,	PUNCT
fbem-410	43	44	fruits	fruit	NOUN
fbem-410	43	45	and	and	CCONJ
fbem-410	43	46	meat	meat	NOUN
fbem-410	43	47	[	[	X
fbem-410	43	48	10	10	NUM
fbem-410	43	49	]	]	PUNCT
fbem-410	43	50	.	.	PUNCT
fbem-410	44	1	some	some	DET
fbem-410	44	2	scholars	scholar	NOUN
fbem-410	44	3	also	also	ADV
fbem-410	44	4	studied	study	VERB
fbem-410	44	5	the	the	DET
fbem-410	44	6	model	model	NOUN
fbem-410	44	7	optimization	optimization	NOUN
fbem-410	44	8	and	and	CCONJ
fbem-410	44	9	management	management	NOUN
fbem-410	44	10	decisions	decision	NOUN
fbem-410	44	11	of	of	ADP
fbem-410	44	12	the	the	DET
fbem-410	44	13	cold	cold	ADJ
fbem-410	44	14	chain	chain	NOUN
fbem-410	44	15	from	from	ADP
fbem-410	44	16	a	a	DET
fbem-410	44	17	technical	technical	ADJ
fbem-410	44	18	perspective	perspective	NOUN
fbem-410	44	19	,	,	PUNCT
fbem-410	44	20	and	and	CCONJ
fbem-410	44	21	made	make	VERB
fbem-410	44	22	relevant	relevant	ADJ
fbem-410	44	23	analysis	analysis	NOUN
fbem-410	44	24	and	and	CCONJ
fbem-410	44	25	prediction	prediction	NOUN
fbem-410	44	26	by	by	ADP
fbem-410	44	27	using	use	VERB
fbem-410	44	28	mathematical	mathematical	ADJ
fbem-410	44	29	statistics	statistic	NOUN
fbem-410	44	30	and	and	CCONJ
fbem-410	44	31	bp	bp	PROPN
fbem-410	44	32	artificial	artificial	ADJ
fbem-410	44	33	neural	neural	ADJ
fbem-410	44	34	network	network	NOUN
fbem-410	44	35	technology	technology	NOUN
fbem-410	44	36	[	[	X
fbem-410	44	37	11	11	NUM
fbem-410	44	38	]	]	PUNCT
fbem-410	44	39	.	.	PUNCT
fbem-410	45	1	in	in	ADP
fbem-410	45	2	the	the	DET
fbem-410	45	3	design	design	NOUN
fbem-410	45	4	for	for	ADP
fbem-410	45	5	cold	cold	ADJ
fbem-410	45	6	chain	chain	NOUN
fbem-410	45	7	logistics	logistic	NOUN
fbem-410	45	8	management	management	NOUN
fbem-410	45	9	,	,	PUNCT
fbem-410	45	10	the	the	DET
fbem-410	45	11	development	development	NOUN
fbem-410	45	12	of	of	ADP
fbem-410	45	13	"	"	PUNCT
fbem-410	45	14	intelligent	intelligent	ADJ
fbem-410	45	15	container	container	NOUN
fbem-410	45	16	"	"	PUNCT
fbem-410	45	17	also	also	ADV
fbem-410	45	18	has	have	VERB
fbem-410	45	19	a	a	DET
fbem-410	45	20	lot	lot	NOUN
fbem-410	45	21	of	of	ADP
fbem-410	45	22	research	research	NOUN
fbem-410	45	23	results	result	NOUN
fbem-410	45	24	.	.	PUNCT
fbem-410	46	1	the	the	DET
fbem-410	46	2	grid	grid	NOUN
fbem-410	46	3	topology	topology	NOUN
fbem-410	46	4	of	of	ADP
fbem-410	46	5	wsn	wsn	PROPN
fbem-410	46	6	is	be	AUX
fbem-410	46	7	used	use	VERB
fbem-410	46	8	to	to	PART
fbem-410	46	9	realize	realize	VERB
fbem-410	46	10	the	the	DET
fbem-410	46	11	multi	multi	ADJ
fbem-410	46	12	-	-	ADJ
fbem-410	46	13	hop	hop	ADJ
fbem-410	46	14	intelligent	intelligent	ADJ
fbem-410	46	15	container	container	NOUN
fbem-410	46	16	.	.	PUNCT
fbem-410	47	1	the	the	DET
fbem-410	47	2	routing	routing	NOUN
fbem-410	47	3	protocol	protocol	NOUN
fbem-410	47	4	of	of	ADP
fbem-410	47	5	the	the	DET
fbem-410	47	6	mesh	mesh	NOUN
fbem-410	47	7	topology	topology	NOUN
fbem-410	47	8	belongs	belong	VERB
fbem-410	47	9	to	to	ADP
fbem-410	47	10	the	the	DET
fbem-410	47	11	plane	plane	NOUN
fbem-410	47	12	protocol	protocol	NOUN
fbem-410	47	13	,	,	PUNCT
fbem-410	47	14	and	and	CCONJ
fbem-410	47	15	in	in	ADP
fbem-410	47	16	the	the	DET
fbem-410	47	17	plane	plane	NOUN
fbem-410	47	18	protocol	protocol	NOUN
fbem-410	47	19	network	network	NOUN
fbem-410	47	20	,	,	PUNCT
fbem-410	47	21	all	all	DET
fbem-410	47	22	nodes	node	NOUN
fbem-410	47	23	should	should	AUX
fbem-410	47	24	be	be	AUX
fbem-410	47	25	equal	equal	ADJ
fbem-410	47	26	in	in	ADP
fbem-410	47	27	function	function	NOUN
fbem-410	47	28	[	[	X
fbem-410	47	29	12	12	NUM
fbem-410	47	30	]	]	PUNCT
fbem-410	47	31	.	.	PUNCT
fbem-410	48	1	the	the	DET
fbem-410	48	2	intelligent	intelligent	ADJ
fbem-410	48	3	container	container	NOUN
fbem-410	48	4	has	have	VERB
fbem-410	48	5	the	the	DET
fbem-410	48	6	advantages	advantage	NOUN
fbem-410	48	7	of	of	ADP
fbem-410	48	8	good	good	ADJ
fbem-410	48	9	connectivity	connectivity	NOUN
fbem-410	48	10	and	and	CCONJ
fbem-410	48	11	stability	stability	NOUN
fbem-410	48	12	.	.	PUNCT
fbem-410	49	1	in	in	ADP
fbem-410	49	2	another	another	DET
fbem-410	49	3	study	study	NOUN
fbem-410	49	4	on	on	ADP
fbem-410	49	5	fruit	fruit	NOUN
fbem-410	49	6	cold	cold	ADJ
fbem-410	49	7	chain	chain	NOUN
fbem-410	49	8	logistics	logistic	NOUN
fbem-410	49	9	,	,	PUNCT
fbem-410	49	10	sun	sun	NOUN
fbem-410	49	11	and	and	CCONJ
fbem-410	49	12	liu	liu	PROPN
fbem-410	49	13	[	[	X
fbem-410	49	14	12	12	NUM
fbem-410	49	15	]	]	PUNCT
fbem-410	49	16	analyzed	analyze	VERB
fbem-410	49	17	the	the	DET
fbem-410	49	18	current	current	ADJ
fbem-410	49	19	situation	situation	NOUN
fbem-410	49	20	of	of	ADP
fbem-410	49	21	fruit	fruit	NOUN
fbem-410	49	22	cold	cold	ADJ
fbem-410	49	23	chain	chain	NOUN
fbem-410	49	24	logistics	logistic	NOUN
fbem-410	49	25	in	in	ADP
fbem-410	49	26	china	china	PROPN
fbem-410	49	27	and	and	CCONJ
fbem-410	49	28	established	establish	VERB
fbem-410	49	29	a	a	DET
fbem-410	49	30	bp	bp	PROPN
fbem-410	49	31	neural	neural	ADJ
fbem-410	49	32	network	network	NOUN
fbem-410	49	33	model	model	NOUN
fbem-410	49	34	for	for	ADP
fbem-410	49	35	fruit	fruit	NOUN
fbem-410	49	36	logistics	logistic	NOUN
fbem-410	49	37	security	security	NOUN
fbem-410	49	38	early	early	ADJ
fbem-410	49	39	warning	warning	NOUN
fbem-410	49	40	.	.	PUNCT
fbem-410	50	1	2.2	2.2	NUM
fbem-410	50	2	.	.	PUNCT
fbem-410	50	3	cold	cold	ADJ
fbem-410	50	4	chain	chain	PROPN
fbem-410	50	5	logistics	logistics	PROPN
fbem-410	50	6	uav	uav	PROPN
fbem-410	50	7	path	path	PROPN
fbem-410	50	8	optimization	optimization	PROPN
fbem-410	50	9	single	single	ADJ
fbem-410	50	10	cold	cold	ADJ
fbem-410	50	11	chain	chain	NOUN
fbem-410	50	12	vehicle	vehicle	NOUN
fbem-410	50	13	or	or	CCONJ
fbem-410	50	14	uav	uav	PROPN
fbem-410	50	15	path	path	PROPN
fbem-410	50	16	optimization	optimization	NOUN
fbem-410	50	17	research	research	NOUN
fbem-410	50	18	can	can	AUX
fbem-410	50	19	not	not	PART
fbem-410	50	20	meet	meet	VERB
fbem-410	50	21	the	the	DET
fbem-410	50	22	complex	complex	ADJ
fbem-410	50	23	and	and	CCONJ
fbem-410	50	24	changeable	changeable	ADJ
fbem-410	50	25	requirements	requirement	NOUN
fbem-410	50	26	in	in	ADP
fbem-410	50	27	real	real	ADJ
fbem-410	50	28	life	life	NOUN
fbem-410	50	29	.	.	PUNCT
fbem-410	51	1	during	during	ADP
fbem-410	51	2	the	the	DET
fbem-410	51	3	epidemic	epidemic	NOUN
fbem-410	51	4	period	period	NOUN
fbem-410	51	5	,	,	PUNCT
fbem-410	51	6	logistics	logistic	NOUN
fbem-410	51	7	companies	company	NOUN
fbem-410	51	8	such	such	ADJ
fbem-410	51	9	as	as	ADP
fbem-410	51	10	sf	sf	PROPN
fbem-410	51	11	express	express	VERB
fbem-410	51	12	and	and	CCONJ
fbem-410	51	13	jd	jd	PROPN
fbem-410	51	14	achieved	achieve	VERB
fbem-410	51	15	great	great	ADJ
fbem-410	51	16	success	success	NOUN
fbem-410	51	17	in	in	ADP
fbem-410	51	18	terminal	terminal	ADJ
fbem-410	51	19	logistics	logistic	NOUN
fbem-410	51	20	distribution	distribution	NOUN
fbem-410	51	21	by	by	ADP
fbem-410	51	22	using	use	VERB
fbem-410	51	23	drones	drone	NOUN
fbem-410	51	24	,	,	PUNCT
fbem-410	51	25	which	which	PRON
fbem-410	51	26	to	to	ADP
fbem-410	51	27	some	some	DET
fbem-410	51	28	extent	extent	NOUN
fbem-410	51	29	indicates	indicate	VERB
fbem-410	51	30	that	that	SCONJ
fbem-410	51	31	the	the	DET
fbem-410	51	32	era	era	NOUN
fbem-410	51	33	of	of	ADP
fbem-410	51	34	intelligent	intelligent	ADJ
fbem-410	51	35	unmanned	unmanned	ADJ
fbem-410	51	36	vehicles	vehicle	NOUN
fbem-410	51	37	is	be	AUX
fbem-410	51	38	coming	come	VERB
fbem-410	51	39	.	.	PUNCT
fbem-410	52	1	considering	consider	VERB
fbem-410	52	2	the	the	DET
fbem-410	52	3	advantages	advantage	NOUN
fbem-410	52	4	and	and	CCONJ
fbem-410	52	5	development	development	NOUN
fbem-410	52	6	prospects	prospect	NOUN
fbem-410	52	7	of	of	ADP
fbem-410	52	8	uav	uav	PROPN
fbem-410	52	9	,	,	PUNCT
fbem-410	52	10	a	a	DET
fbem-410	52	11	large	large	ADJ
fbem-410	52	12	number	number	NOUN
fbem-410	52	13	of	of	ADP
fbem-410	52	14	experts	expert	NOUN
fbem-410	52	15	and	and	CCONJ
fbem-410	52	16	scholars	scholar	NOUN
fbem-410	52	17	at	at	ADP
fbem-410	52	18	home	home	ADV
fbem-410	52	19	and	and	CCONJ
fbem-410	52	20	abroad	abroad	ADV
fbem-410	52	21	have	have	AUX
fbem-410	52	22	put	put	VERB
fbem-410	52	23	forward	forward	ADV
fbem-410	52	24	many	many	ADJ
fbem-410	52	25	methods	method	NOUN
fbem-410	52	26	and	and	CCONJ
fbem-410	52	27	strategies	strategy	NOUN
fbem-410	52	28	on	on	ADP
fbem-410	52	29	uav	uav	PROPN
fbem-410	52	30	distribution	distribution	NOUN
fbem-410	52	31	.	.	PUNCT
fbem-410	53	1	he	he	PRON
fbem-410	53	2	has	have	AUX
fbem-410	53	3	made	make	VERB
fbem-410	53	4	many	many	ADJ
fbem-410	53	5	contributions	contribution	NOUN
fbem-410	53	6	to	to	ADP
fbem-410	53	7	algorithm	algorithm	NOUN
fbem-410	53	8	design	design	NOUN
fbem-410	53	9	,	,	PUNCT
fbem-410	53	10	objective	objective	ADJ
fbem-410	53	11	function	function	NOUN
fbem-410	53	12	model	model	NOUN
fbem-410	53	13	and	and	CCONJ
fbem-410	53	14	strategy	strategy	NOUN
fbem-410	53	15	solution	solution	NOUN
fbem-410	53	16	.	.	PUNCT
fbem-410	54	1	since	since	SCONJ
fbem-410	54	2	the	the	DET
fbem-410	54	3	duration	duration	NOUN
fbem-410	54	4	of	of	ADP
fbem-410	54	5	a	a	DET
fbem-410	54	6	drone	drone	NOUN
fbem-410	54	7	's	's	PART
fbem-410	54	8	flight	flight	NOUN
fbem-410	54	9	is	be	AUX
fbem-410	54	10	limited	limit	VERB
fbem-410	54	11	by	by	ADP
fbem-410	54	12	its	its	PRON
fbem-410	54	13	endurance	endurance	NOUN
fbem-410	54	14	,	,	PUNCT
fbem-410	54	15	it	it	PRON
fbem-410	54	16	needs	need	VERB
fbem-410	54	17	to	to	PART
fbem-410	54	18	visit	visit	VERB
fbem-410	54	19	one	one	NUM
fbem-410	54	20	or	or	CCONJ
fbem-410	54	21	more	more	ADJ
fbem-410	54	22	charging	charge	VERB
fbem-410	54	23	stations	station	NOUN
fbem-410	54	24	during	during	ADP
fbem-410	54	25	delivery	delivery	NOUN
fbem-410	54	26	and	and	CCONJ
fbem-410	54	27	finally	finally	ADV
fbem-410	54	28	reach	reach	VERB
fbem-410	54	29	a	a	DET
fbem-410	54	30	demand	demand	NOUN
fbem-410	54	31	point	point	NOUN
fbem-410	54	32	.	.	PUNCT
fbem-410	55	1	considering	consider	VERB
fbem-410	55	2	that	that	SCONJ
fbem-410	55	3	euclidean	euclidean	ADJ
fbem-410	55	4	distance	distance	NOUN
fbem-410	55	5	paths	path	NOUN
fbem-410	55	6	between	between	ADP
fbem-410	55	7	nodes	node	NOUN
fbem-410	55	8	and	and	CCONJ
fbem-410	55	9	facilities	facility	NOUN
fbem-410	55	10	are	be	AUX
fbem-410	55	11	most	most	ADV
fbem-410	55	12	commonly	commonly	ADV
fbem-410	55	13	used	use	VERB
fbem-410	55	14	in	in	ADP
fbem-410	55	15	shortest	short	ADJ
fbem-410	55	16	path	path	NOUN
fbem-410	55	17	calculation	calculation	NOUN
fbem-410	55	18	,	,	PUNCT
fbem-410	55	19	a	a	DET
fbem-410	55	20	large	large	ADJ
fbem-410	55	21	number	number	NOUN
fbem-410	55	22	of	of	ADP
fbem-410	55	23	scholars	scholar	NOUN
fbem-410	55	24	have	have	AUX
fbem-410	55	25	proposed	propose	VERB
fbem-410	55	26	heuristic	heuristic	ADJ
fbem-410	55	27	algorithms	algorithm	NOUN
fbem-410	55	28	as	as	ADP
fbem-410	55	29	solving	solve	VERB
fbem-410	55	30	methods	method	NOUN
fbem-410	55	31	[	[	X
fbem-410	55	32	13	13	NUM
fbem-410	55	33	]	]	PUNCT
fbem-410	55	34	.	.	PUNCT
fbem-410	56	1	approximate	approximate	ADJ
fbem-410	56	2	algorithm	algorithm	NOUN
fbem-410	56	3	and	and	CCONJ
fbem-410	56	4	genetic	genetic	ADJ
fbem-410	56	5	algorithm	algorithm	NOUN
fbem-410	56	6	in	in	ADP
fbem-410	56	7	solving	solve	VERB
fbem-410	56	8	the	the	DET
fbem-410	56	9	questions	question	NOUN
fbem-410	56	10	of	of	ADP
fbem-410	56	11	group	group	NOUN
fbem-410	56	12	of	of	ADP
fbem-410	56	13	the	the	DET
fbem-410	56	14	route	route	NOUN
fbem-410	56	15	planning	planning	NOUN
fbem-410	56	16	of	of	ADP
fbem-410	56	17	uavs	uavs	PROPN
fbem-410	56	18	,	,	PUNCT
fbem-410	56	19	has	have	VERB
fbem-410	56	20	certain	certain	ADJ
fbem-410	56	21	advantages	advantage	NOUN
fbem-410	56	22	in	in	ADP
fbem-410	56	23	the	the	DET
fbem-410	56	24	use	use	NOUN
fbem-410	56	25	of	of	ADP
fbem-410	56	26	approximate	approximate	ADJ
fbem-410	56	27	algorithm	algorithm	NOUN
fbem-410	56	28	and	and	CCONJ
fbem-410	56	29	genetic	genetic	ADJ
fbem-410	56	30	algorithm	algorithm	NOUN
fbem-410	56	31	of	of	ADP
fbem-410	56	32	unmanned	unmanned	ADJ
fbem-410	56	33	aerial	aerial	ADJ
fbem-410	56	34	vehicle	vehicle	NOUN
fbem-410	56	35	(	(	PUNCT
fbem-410	56	36	uav	uav	PROPN
fbem-410	56	37	)	)	PUNCT
fbem-410	56	38	distribution	distribution	NOUN
fbem-410	56	39	and	and	CCONJ
fbem-410	56	40	path	path	NOUN
fbem-410	56	41	optimization	optimization	NOUN
fbem-410	56	42	problem	problem	NOUN
fbem-410	56	43	,	,	PUNCT
fbem-410	56	44	and	and	CCONJ
fbem-410	56	45	through	through	ADP
fbem-410	56	46	the	the	DET
fbem-410	56	47	experimental	experimental	ADJ
fbem-410	56	48	results	result	NOUN
fbem-410	56	49	prove	prove	VERB
fbem-410	56	50	that	that	SCONJ
fbem-410	56	51	the	the	DET
fbem-410	56	52	approximate	approximate	ADJ
fbem-410	56	53	algorithm	algorithm	NOUN
fbem-410	56	54	and	and	CCONJ
fbem-410	56	55	genetic	genetic	ADJ
fbem-410	56	56	algorithm	algorithm	NOUN
fbem-410	56	57	to	to	PART
fbem-410	56	58	solve	solve	VERB
fbem-410	56	59	the	the	DET
fbem-410	56	60	problem	problem	NOUN
fbem-410	56	61	of	of	ADP
fbem-410	56	62	multiple	multiple	ADJ
fbem-410	56	63	unmanned	unmanned	ADJ
fbem-410	56	64	aerial	aerial	ADJ
fbem-410	56	65	vehicle	vehicle	NOUN
fbem-410	56	66	(	(	PUNCT
fbem-410	56	67	uav	uav	PROPN
fbem-410	56	68	)	)	PUNCT
fbem-410	56	69	route	route	NOUN
fbem-410	56	70	path	path	NOUN
fbem-410	56	71	optimization	optimization	NOUN
fbem-410	56	72	can	can	AUX
fbem-410	56	73	get	get	VERB
fbem-410	56	74	good	good	ADJ
fbem-410	56	75	results	result	NOUN
fbem-410	56	76	(	(	PUNCT
fbem-410	56	77	14	14	NUM
fbem-410	56	78	,	,	PUNCT
fbem-410	56	79	15	15	NUM
fbem-410	56	80	)	)	PUNCT
fbem-410	56	81	.	.	PUNCT
fbem-410	57	1	recently	recently	ADV
fbem-410	57	2	,	,	PUNCT
fbem-410	57	3	technology	technology	NOUN
fbem-410	57	4	roadmap	roadmap	NOUN
fbem-410	57	5	has	have	AUX
fbem-410	57	6	become	become	VERB
fbem-410	57	7	more	more	ADV
fbem-410	57	8	and	and	CCONJ
fbem-410	57	9	more	more	ADV
fbem-410	57	10	popular	popular	ADJ
fbem-410	57	11	,	,	PUNCT
fbem-410	57	12	and	and	CCONJ
fbem-410	57	13	uav	uav	PROPN
fbem-410	57	14	technology	technology	PROPN
fbem-410	57	15	roadmap	roadmap	PROPN
fbem-410	57	16	has	have	AUX
fbem-410	57	17	been	be	AUX
fbem-410	57	18	used	use	VERB
fbem-410	57	19	in	in	ADP
fbem-410	57	20	amazon	amazon	NOUN
fbem-410	57	21	's	's	PART
fbem-410	57	22	latest	late	ADJ
fbem-410	57	23	service	service	NOUN
fbem-410	57	24	amazon	amazon	NOUN
fbem-410	57	25	prime	prime	ADJ
fbem-410	57	26	air	air	NOUN
fbem-410	58	1	[	[	X
fbem-410	58	2	16	16	NUM
fbem-410	58	3	]	]	PUNCT
fbem-410	58	4	.	.	PUNCT
fbem-410	59	1	transportation	transportation	NOUN
fbem-410	59	2	price	price	NOUN
fbem-410	59	3	and	and	CCONJ
fbem-410	59	4	delivery	delivery	NOUN
fbem-410	59	5	time	time	NOUN
fbem-410	59	6	become	become	VERB
fbem-410	59	7	several	several	ADJ
fbem-410	59	8	big	big	ADJ
fbem-410	59	9	commercial	commercial	ADJ
fbem-410	59	10	giants	giant	NOUN
fbem-410	59	11	competition	competition	NOUN
fbem-410	59	12	comparison	comparison	NOUN
fbem-410	59	13	index	index	NOUN
fbem-410	59	14	.	.	PUNCT
fbem-410	60	1	amazon	amazon	PROPN
fbem-410	60	2	has	have	AUX
fbem-410	60	3	come	come	VERB
fbem-410	60	4	up	up	ADP
fbem-410	60	5	with	with	ADP
fbem-410	60	6	the	the	DET
fbem-410	60	7	concept	concept	NOUN
fbem-410	60	8	of	of	ADP
fbem-410	60	9	drone	drone	NOUN
fbem-410	60	10	delivery	delivery	NOUN
fbem-410	60	11	.	.	PUNCT
fbem-410	61	1	the	the	DET
fbem-410	61	2	cost	cost	NOUN
fbem-410	61	3	and	and	CCONJ
fbem-410	61	4	time	time	NOUN
fbem-410	61	5	of	of	ADP
fbem-410	61	6	delivery	delivery	NOUN
fbem-410	61	7	drove	drive	VERB
fbem-410	61	8	amazon	amazon	NOUN
fbem-410	61	9	to	to	PART
fbem-410	61	10	opt	opt	VERB
fbem-410	61	11	for	for	SCONJ
fbem-410	61	12	drones	drone	NOUN
fbem-410	61	13	to	to	PART
fbem-410	61	14	achieve	achieve	VERB
fbem-410	61	15	faster	fast	ADJ
fbem-410	61	16	delivery	delivery	NOUN
fbem-410	61	17	,	,	PUNCT
fbem-410	61	18	lower	low	ADJ
fbem-410	61	19	costs	cost	NOUN
fbem-410	61	20	,	,	PUNCT
fbem-410	61	21	lower	low	ADJ
fbem-410	61	22	emissions	emission	NOUN
fbem-410	61	23	and	and	CCONJ
fbem-410	61	24	customer	customer	NOUN
fbem-410	61	25	satisfaction	satisfaction	NOUN
fbem-410	61	26	.	.	PUNCT
fbem-410	62	1	there	there	PRON
fbem-410	62	2	are	be	VERB
fbem-410	62	3	also	also	ADV
fbem-410	62	4	many	many	ADJ
fbem-410	62	5	studies	study	NOUN
fbem-410	62	6	by	by	ADP
fbem-410	62	7	experts	expert	NOUN
fbem-410	62	8	and	and	CCONJ
fbem-410	62	9	scholars	scholar	NOUN
fbem-410	62	10	in	in	ADP
fbem-410	62	11	the	the	DET
fbem-410	62	12	field	field	NOUN
fbem-410	62	13	of	of	ADP
fbem-410	62	14	path	path	NOUN
fbem-410	62	15	optimization	optimization	NOUN
fbem-410	62	16	of	of	ADP
fbem-410	62	17	cold	cold	ADJ
fbem-410	62	18	-	-	PUNCT
fbem-410	62	19	chain	chain	NOUN
fbem-410	62	20	vehicles	vehicle	NOUN
fbem-410	62	21	.	.	PUNCT
fbem-410	63	1	due	due	ADP
fbem-410	63	2	to	to	ADP
fbem-410	63	3	the	the	DET
fbem-410	63	4	limitations	limitation	NOUN
fbem-410	63	5	of	of	ADP
fbem-410	63	6	uavs	uavs	NOUN
fbem-410	63	7	,	,	PUNCT
fbem-410	63	8	it	it	PRON
fbem-410	63	9	has	have	VERB
fbem-410	63	10	certain	certain	ADJ
fbem-410	63	11	advantages	advantage	NOUN
fbem-410	63	12	to	to	PART
fbem-410	63	13	use	use	VERB
fbem-410	63	14	both	both	DET
fbem-410	63	15	cold	cold	ADJ
fbem-410	63	16	-	-	PUNCT
fbem-410	63	17	chain	chain	NOUN
fbem-410	63	18	vehicles	vehicle	NOUN
fbem-410	63	19	and	and	CCONJ
fbem-410	63	20	uavs	uavs	NOUN
fbem-410	63	21	to	to	PART
fbem-410	63	22	build	build	VERB
fbem-410	63	23	cold	cold	ADJ
fbem-410	63	24	-	-	PUNCT
fbem-410	63	25	chain	chain	NOUN
fbem-410	63	26	vehicle	vehicle	NOUN
fbem-410	63	27	-	-	PUNCT
fbem-410	63	28	uav	uav	PROPN
fbem-410	63	29	distribution	distribution	NOUN
fbem-410	63	30	system	system	NOUN
fbem-410	63	31	[	[	X
fbem-410	63	32	17	17	NUM
fbem-410	63	33	]	]	PUNCT
fbem-410	63	34	.	.	PUNCT
fbem-410	64	1	according	accord	VERB
fbem-410	64	2	to	to	ADP
fbem-410	64	3	the	the	DET
fbem-410	64	4	data	datum	NOUN
fbem-410	64	5	of	of	ADP
fbem-410	64	6	an	an	DET
fbem-410	64	7	american	american	ADJ
fbem-410	64	8	transportation	transportation	NOUN
fbem-410	64	9	company	company	NOUN
fbem-410	64	10	,	,	PUNCT
fbem-410	64	11	the	the	DET
fbem-410	64	12	cost	cost	NOUN
fbem-410	64	13	of	of	ADP
fbem-410	64	14	replacing	replace	VERB
fbem-410	64	15	cold	cold	ADJ
fbem-410	64	16	-	-	PUNCT
fbem-410	64	17	chain	chain	NOUN
fbem-410	64	18	vehicles	vehicle	NOUN
fbem-410	64	19	with	with	ADP
fbem-410	64	20	drones	drone	NOUN
fbem-410	64	21	in	in	ADP
fbem-410	64	22	the	the	DET
fbem-410	64	23	"	"	PUNCT
fbem-410	64	24	last	last	ADJ
fbem-410	64	25	mile	mile	NOUN
fbem-410	64	26	"	"	PUNCT
fbem-410	64	27	delivery	delivery	NOUN
fbem-410	64	28	can	can	AUX
fbem-410	64	29	be	be	AUX
fbem-410	64	30	reduced	reduce	VERB
fbem-410	64	31	by	by	ADP
fbem-410	64	32	usd	usd	PROPN
fbem-410	64	33	50	50	NUM
fbem-410	64	34	million	million	NUM
fbem-410	64	35	per	per	ADP
fbem-410	64	36	year	year	NOUN
fbem-410	64	37	[	[	X
fbem-410	64	38	18	18	NUM
fbem-410	64	39	]	]	PUNCT
fbem-410	64	40	.	.	PUNCT
fbem-410	65	1	28	28	NUM
fbem-410	66	1	due	due	ADP
fbem-410	66	2	to	to	ADP
fbem-410	66	3	the	the	DET
fbem-410	66	4	dispersion	dispersion	NOUN
fbem-410	66	5	of	of	ADP
fbem-410	66	6	target	target	NOUN
fbem-410	66	7	and	and	CCONJ
fbem-410	66	8	task	task	NOUN
fbem-410	66	9	points	point	NOUN
fbem-410	66	10	in	in	ADP
fbem-410	66	11	cities	city	NOUN
fbem-410	66	12	,	,	PUNCT
fbem-410	66	13	cold	cold	ADJ
fbem-410	66	14	chain	chain	NOUN
fbem-410	66	15	goods	good	NOUN
fbem-410	66	16	have	have	VERB
fbem-410	66	17	the	the	DET
fbem-410	66	18	characteristics	characteristic	NOUN
fbem-410	66	19	of	of	ADP
fbem-410	66	20	small	small	ADJ
fbem-410	66	21	distribution	distribution	NOUN
fbem-410	66	22	volume	volume	NOUN
fbem-410	66	23	,	,	PUNCT
fbem-410	66	24	high	high	ADJ
fbem-410	66	25	requirements	requirement	NOUN
fbem-410	66	26	for	for	ADP
fbem-410	66	27	timeliness	timeliness	NOUN
fbem-410	66	28	of	of	ADP
fbem-410	66	29	goods	good	NOUN
fbem-410	66	30	and	and	CCONJ
fbem-410	66	31	high	high	ADJ
fbem-410	66	32	requirements	requirement	NOUN
fbem-410	66	33	for	for	ADP
fbem-410	66	34	cold	cold	ADJ
fbem-410	66	35	chain	chain	NOUN
fbem-410	66	36	logistics	logistic	NOUN
fbem-410	66	37	transportation	transportation	NOUN
fbem-410	66	38	.	.	PUNCT
fbem-410	67	1	especially	especially	ADV
fbem-410	67	2	in	in	ADP
fbem-410	67	3	the	the	DET
fbem-410	67	4	case	case	NOUN
fbem-410	67	5	of	of	ADP
fbem-410	67	6	the	the	DET
fbem-410	67	7	epidemic	epidemic	NOUN
fbem-410	67	8	,	,	PUNCT
fbem-410	67	9	if	if	SCONJ
fbem-410	67	10	cold	cold	ADJ
fbem-410	67	11	chain	chain	NOUN
fbem-410	67	12	medical	medical	ADJ
fbem-410	67	13	supplies	supply	NOUN
fbem-410	67	14	are	be	AUX
fbem-410	67	15	delivered	deliver	VERB
fbem-410	67	16	through	through	ADP
fbem-410	67	17	"	"	PUNCT
fbem-410	67	18	no	no	DET
fbem-410	67	19	contact	contact	NOUN
fbem-410	67	20	"	"	PUNCT
fbem-410	67	21	,	,	PUNCT
fbem-410	67	22	the	the	DET
fbem-410	67	23	flight	flight	NOUN
fbem-410	67	24	delivery	delivery	NOUN
fbem-410	67	25	of	of	ADP
fbem-410	67	26	drones	drone	NOUN
fbem-410	67	27	is	be	AUX
fbem-410	67	28	limited	limit	VERB
fbem-410	67	29	due	due	ADP
fbem-410	67	30	to	to	ADP
fbem-410	67	31	the	the	DET
fbem-410	67	32	short	short	ADJ
fbem-410	67	33	flight	flight	NOUN
fbem-410	67	34	distance	distance	NOUN
fbem-410	67	35	and	and	CCONJ
fbem-410	67	36	small	small	ADJ
fbem-410	67	37	load	load	NOUN
fbem-410	67	38	.	.	PUNCT
fbem-410	68	1	when	when	SCONJ
fbem-410	68	2	there	there	PRON
fbem-410	68	3	are	be	VERB
fbem-410	68	4	many	many	ADJ
fbem-410	68	5	target	target	NOUN
fbem-410	68	6	task	task	NOUN
fbem-410	68	7	points	point	NOUN
fbem-410	68	8	to	to	PART
fbem-410	68	9	be	be	AUX
fbem-410	68	10	transported	transport	VERB
fbem-410	68	11	,	,	PUNCT
fbem-410	68	12	the	the	DET
fbem-410	68	13	location	location	NOUN
fbem-410	68	14	close	close	ADV
fbem-410	68	15	to	to	ADP
fbem-410	68	16	each	each	DET
fbem-410	68	17	target	target	NOUN
fbem-410	68	18	task	task	NOUN
fbem-410	68	19	point	point	NOUN
fbem-410	68	20	is	be	AUX
fbem-410	68	21	selected	select	VERB
fbem-410	68	22	by	by	ADP
fbem-410	68	23	the	the	DET
fbem-410	68	24	refrigerated	refrigerate	VERB
fbem-410	68	25	cold	cold	ADJ
fbem-410	68	26	chain	chain	NOUN
fbem-410	68	27	vehicle	vehicle	NOUN
fbem-410	68	28	as	as	ADP
fbem-410	68	29	a	a	DET
fbem-410	68	30	temporary	temporary	ADJ
fbem-410	68	31	docking	docking	NOUN
fbem-410	68	32	station	station	NOUN
fbem-410	68	33	,	,	PUNCT
fbem-410	68	34	and	and	CCONJ
fbem-410	68	35	the	the	DET
fbem-410	68	36	uav	uav	PROPN
fbem-410	68	37	can	can	AUX
fbem-410	68	38	be	be	AUX
fbem-410	68	39	delivered	deliver	VERB
fbem-410	68	40	to	to	ADP
fbem-410	68	41	each	each	DET
fbem-410	68	42	target	target	NOUN
fbem-410	68	43	task	task	NOUN
fbem-410	68	44	point	point	NOUN
fbem-410	68	45	from	from	ADP
fbem-410	68	46	the	the	DET
fbem-410	68	47	temporary	temporary	ADJ
fbem-410	68	48	docking	docking	NOUN
fbem-410	68	49	station	station	NOUN
fbem-410	68	50	,	,	PUNCT
fbem-410	68	51	which	which	PRON
fbem-410	68	52	can	can	AUX
fbem-410	68	53	be	be	AUX
fbem-410	68	54	delivered	deliver	VERB
fbem-410	68	55	quickly	quickly	ADV
fbem-410	68	56	and	and	CCONJ
fbem-410	68	57	timely	timely	ADJ
fbem-410	68	58	.	.	PUNCT
fbem-410	69	1	at	at	ADP
fbem-410	69	2	present	present	NOUN
fbem-410	69	3	,	,	PUNCT
fbem-410	69	4	according	accord	VERB
fbem-410	69	5	to	to	ADP
fbem-410	69	6	statistics	statistic	NOUN
fbem-410	69	7	,	,	PUNCT
fbem-410	69	8	the	the	DET
fbem-410	69	9	size	size	NOUN
fbem-410	69	10	of	of	ADP
fbem-410	69	11	the	the	DET
fbem-410	69	12	domestic	domestic	ADJ
fbem-410	69	13	medical	medical	ADJ
fbem-410	69	14	market	market	NOUN
fbem-410	69	15	in	in	ADP
fbem-410	69	16	2018	2018	NUM
fbem-410	69	17	has	have	AUX
fbem-410	69	18	exceeded	exceed	VERB
fbem-410	69	19	2	2	NUM
fbem-410	69	20	trillion	trillion	NUM
fbem-410	69	21	yuan	yuan	NOUN
fbem-410	69	22	.	.	PUNCT
fbem-410	70	1	for	for	ADP
fbem-410	70	2	the	the	DET
fbem-410	70	3	delivery	delivery	NOUN
fbem-410	70	4	of	of	ADP
fbem-410	70	5	cold	cold	ADJ
fbem-410	70	6	-	-	PUNCT
fbem-410	70	7	chain	chain	NOUN
fbem-410	70	8	medical	medical	ADJ
fbem-410	70	9	items	item	NOUN
fbem-410	70	10	by	by	ADP
fbem-410	70	11	uav	uav	PROPN
fbem-410	70	12	,	,	PUNCT
fbem-410	70	13	many	many	ADJ
fbem-410	70	14	companies	company	NOUN
fbem-410	70	15	in	in	ADP
fbem-410	70	16	the	the	DET
fbem-410	70	17	field	field	NOUN
fbem-410	70	18	of	of	ADP
fbem-410	70	19	uav	uav	PROPN
fbem-410	70	20	logistics	logistic	NOUN
fbem-410	70	21	have	have	AUX
fbem-410	70	22	seen	see	VERB
fbem-410	70	23	this	this	DET
fbem-410	70	24	demand	demand	NOUN
fbem-410	70	25	and	and	CCONJ
fbem-410	70	26	are	be	AUX
fbem-410	70	27	trying	try	VERB
fbem-410	70	28	to	to	PART
fbem-410	70	29	use	use	VERB
fbem-410	70	30	uav	uav	PROPN
fbem-410	70	31	for	for	ADP
fbem-410	70	32	delivery	delivery	NOUN
fbem-410	70	33	.	.	PUNCT
fbem-410	71	1	in	in	ADP
fbem-410	71	2	2019	2019	NUM
fbem-410	71	3	,	,	PUNCT
fbem-410	71	4	direct	direct	ADJ
fbem-410	71	5	relief	relief	NOUN
fbem-410	71	6	announced	announce	VERB
fbem-410	71	7	the	the	DET
fbem-410	71	8	use	use	NOUN
fbem-410	71	9	of	of	ADP
fbem-410	71	10	drones	drone	NOUN
fbem-410	71	11	by	by	ADP
fbem-410	71	12	msd	msd	PROPN
fbem-410	71	13	,	,	PUNCT
fbem-410	71	14	at&t	at&t	PROPN
fbem-410	71	15	,	,	PUNCT
fbem-410	71	16	softbox	softbox	NOUN
fbem-410	71	17	,	,	PUNCT
fbem-410	71	18	and	and	CCONJ
fbem-410	71	19	direct	direct	ADJ
fbem-410	71	20	relief	relief	NOUN
fbem-410	71	21	to	to	PART
fbem-410	71	22	deliver	deliver	VERB
fbem-410	71	23	cryogenic	cryogenic	NOUN
fbem-410	71	24	medicines	medicine	NOUN
fbem-410	71	25	and	and	CCONJ
fbem-410	71	26	vaccines	vaccine	NOUN
fbem-410	71	27	to	to	ADP
fbem-410	71	28	remote	remote	ADJ
fbem-410	71	29	areas	area	NOUN
fbem-410	71	30	,	,	PUNCT
fbem-410	71	31	an	an	DET
fbem-410	71	32	event	event	NOUN
fbem-410	71	33	that	that	PRON
fbem-410	71	34	successfully	successfully	ADV
fbem-410	71	35	proved	prove	VERB
fbem-410	71	36	the	the	DET
fbem-410	71	37	concept	concept	NOUN
fbem-410	71	38	of	of	ADP
fbem-410	71	39	delivering	deliver	VERB
fbem-410	71	40	cold	cold	ADJ
fbem-410	71	41	-	-	PUNCT
fbem-410	71	42	chain	chain	NOUN
fbem-410	71	43	medicines	medicine	NOUN
fbem-410	71	44	by	by	ADP
fbem-410	71	45	drone	drone	NOUN
fbem-410	71	46	.	.	PUNCT
fbem-410	72	1	volans	volans	PROPN
fbem-410	72	2	-	-	PUNCT
fbem-410	72	3	i	i	PRON
fbem-410	72	4	has	have	AUX
fbem-410	72	5	developed	develop	VERB
fbem-410	72	6	a	a	DET
fbem-410	72	7	purely	purely	ADV
fbem-410	72	8	electric	electric	ADJ
fbem-410	72	9	drone	drone	NOUN
fbem-410	72	10	that	that	PRON
fbem-410	72	11	can	can	AUX
fbem-410	72	12	control	control	VERB
fbem-410	72	13	cold	cold	ADJ
fbem-410	72	14	chain	chain	NOUN
fbem-410	72	15	transport	transport	NOUN
fbem-410	72	16	technology	technology	NOUN
fbem-410	72	17	at	at	ADP
fbem-410	72	18	-70	-70	PROPN
fbem-410	72	19	°	°	PROPN
fbem-410	73	1	c	c	X
fbem-410	73	2	,	,	PUNCT
fbem-410	73	3	opening	open	VERB
fbem-410	73	4	up	up	ADP
fbem-410	73	5	a	a	DET
fbem-410	73	6	new	new	ADJ
fbem-410	73	7	approach	approach	NOUN
fbem-410	73	8	to	to	ADP
fbem-410	73	9	distribution	distribution	NOUN
fbem-410	73	10	for	for	ADP
fbem-410	73	11	storage	storage	NOUN
fbem-410	73	12	and	and	CCONJ
fbem-410	73	13	transport	transport	NOUN
fbem-410	73	14	that	that	PRON
fbem-410	73	15	requires	require	VERB
fbem-410	73	16	a	a	DET
fbem-410	73	17	low	low	ADJ
fbem-410	73	18	-	-	PUNCT
fbem-410	73	19	temperature	temperature	NOUN
fbem-410	73	20	environment	environment	NOUN
fbem-410	73	21	.	.	PUNCT
fbem-410	74	1	at&t	at&t	PROPN
fbem-410	74	2	's	's	PART
fbem-410	74	3	cloud	cloud	NOUN
fbem-410	74	4	-	-	PUNCT
fbem-410	74	5	based	base	VERB
fbem-410	74	6	technology	technology	NOUN
fbem-410	74	7	is	be	AUX
fbem-410	74	8	also	also	ADV
fbem-410	74	9	a	a	DET
fbem-410	74	10	breakthrough	breakthrough	NOUN
fbem-410	74	11	,	,	PUNCT
fbem-410	74	12	allowing	allow	VERB
fbem-410	74	13	researchers	researcher	NOUN
fbem-410	74	14	to	to	PART
fbem-410	74	15	continuously	continuously	ADV
fbem-410	74	16	check	check	VERB
fbem-410	74	17	the	the	DET
fbem-410	74	18	temperature	temperature	NOUN
fbem-410	74	19	of	of	ADP
fbem-410	74	20	samples	sample	NOUN
fbem-410	74	21	and	and	CCONJ
fbem-410	74	22	capture	capture	VERB
fbem-410	74	23	and	and	CCONJ
fbem-410	74	24	analyze	analyze	VERB
fbem-410	74	25	drone	drone	NOUN
fbem-410	74	26	flight	flight	NOUN
fbem-410	74	27	data	datum	NOUN
fbem-410	74	28	in	in	ADP
fbem-410	74	29	real	real	ADJ
fbem-410	74	30	time	time	NOUN
fbem-410	74	31	.	.	PUNCT
fbem-410	75	1	ups	up	NOUN
fbem-410	75	2	,	,	PUNCT
fbem-410	75	3	matternet	matternet	NOUN
fbem-410	75	4	and	and	CCONJ
fbem-410	75	5	wakemed	wakeme	VERB
fbem-410	75	6	are	be	AUX
fbem-410	75	7	developing	develop	VERB
fbem-410	75	8	unmanned	unmanned	ADJ
fbem-410	75	9	aerial	aerial	ADJ
fbem-410	75	10	systems	system	NOUN
fbem-410	75	11	to	to	PART
fbem-410	75	12	deliver	deliver	VERB
fbem-410	75	13	blood	blood	NOUN
fbem-410	75	14	samples	sample	NOUN
fbem-410	75	15	to	to	ADP
fbem-410	75	16	hospitals	hospital	NOUN
fbem-410	75	17	.	.	PUNCT
fbem-410	76	1	although	although	SCONJ
fbem-410	76	2	china	china	PROPN
fbem-410	76	3	's	's	PART
fbem-410	76	4	uav	uav	PROPN
fbem-410	76	5	technology	technology	PROPN
fbem-410	76	6	and	and	CCONJ
fbem-410	76	7	systems	system	NOUN
fbem-410	76	8	are	be	AUX
fbem-410	76	9	popular	popular	ADJ
fbem-410	76	10	at	at	ADP
fbem-410	76	11	home	home	NOUN
fbem-410	76	12	and	and	CCONJ
fbem-410	76	13	abroad	abroad	ADV
fbem-410	76	14	,	,	PUNCT
fbem-410	76	15	and	and	CCONJ
fbem-410	76	16	dji	dji	NOUN
fbem-410	76	17	and	and	CCONJ
fbem-410	76	18	other	other	ADJ
fbem-410	76	19	uav	uav	PROPN
fbem-410	76	20	technologies	technology	NOUN
fbem-410	76	21	are	be	AUX
fbem-410	76	22	in	in	ADP
fbem-410	76	23	a	a	DET
fbem-410	76	24	leading	lead	VERB
fbem-410	76	25	position	position	NOUN
fbem-410	76	26	in	in	ADP
fbem-410	76	27	the	the	DET
fbem-410	76	28	world	world	NOUN
fbem-410	76	29	,	,	PUNCT
fbem-410	76	30	the	the	DET
fbem-410	76	31	development	development	NOUN
fbem-410	76	32	and	and	CCONJ
fbem-410	76	33	application	application	NOUN
fbem-410	76	34	of	of	ADP
fbem-410	76	35	medical	medical	ADJ
fbem-410	76	36	cold	cold	NOUN
fbem-410	76	37	-	-	PUNCT
fbem-410	76	38	chain	chain	NOUN
fbem-410	76	39	uav	uav	PROPN
fbem-410	76	40	is	be	AUX
fbem-410	76	41	still	still	ADV
fbem-410	76	42	in	in	ADP
fbem-410	76	43	its	its	PRON
fbem-410	76	44	infancy	infancy	NOUN
fbem-410	76	45	,	,	PUNCT
fbem-410	76	46	and	and	CCONJ
fbem-410	76	47	the	the	DET
fbem-410	76	48	development	development	NOUN
fbem-410	76	49	of	of	ADP
fbem-410	76	50	uav	uav	PROPN
fbem-410	76	51	technology	technology	PROPN
fbem-410	76	52	put	put	VERB
fbem-410	76	53	into	into	ADP
fbem-410	76	54	commercial	commercial	ADJ
fbem-410	76	55	operation	operation	NOUN
fbem-410	76	56	is	be	AUX
fbem-410	76	57	not	not	PART
fbem-410	76	58	perfect	perfect	ADJ
fbem-410	76	59	.	.	PUNCT
fbem-410	77	1	therefore	therefore	ADV
fbem-410	77	2	,	,	PUNCT
fbem-410	77	3	the	the	DET
fbem-410	77	4	development	development	NOUN
fbem-410	77	5	of	of	ADP
fbem-410	77	6	cold	cold	ADJ
fbem-410	77	7	chain	chain	NOUN
fbem-410	77	8	uav	uav	PROPN
fbem-410	77	9	distribution	distribution	NOUN
fbem-410	77	10	system	system	NOUN
fbem-410	77	11	has	have	VERB
fbem-410	77	12	important	important	ADJ
fbem-410	77	13	research	research	NOUN
fbem-410	77	14	value	value	NOUN
fbem-410	77	15	and	and	CCONJ
fbem-410	77	16	application	application	NOUN
fbem-410	77	17	prospect	prospect	NOUN
fbem-410	77	18	.	.	PUNCT
fbem-410	78	1	2.3	2.3	NUM
fbem-410	78	2	.	.	PUNCT
fbem-410	79	1	unbalanced	unbalanced	ADJ
fbem-410	79	2	data	datum	NOUN
fbem-410	79	3	priority	priority	NOUN
fbem-410	79	4	classification	classification	NOUN
fbem-410	79	5	of	of	ADP
fbem-410	79	6	sample	sample	NOUN
fbem-410	79	7	categories	category	NOUN
fbem-410	79	8	2.3.1	2.3.1	NUM
fbem-410	79	9	.	.	PUNCT
fbem-410	79	10	data	datum	NOUN
fbem-410	79	11	balance	balance	NOUN
fbem-410	79	12	processing	processing	NOUN
fbem-410	79	13	equilibration	equilibration	NOUN
fbem-410	79	14	data	datum	NOUN
fbem-410	79	15	processing	processing	NOUN
fbem-410	79	16	is	be	AUX
fbem-410	79	17	data	datum	NOUN
fbem-410	79	18	sampling	sampling	NOUN
fbem-410	79	19	,	,	PUNCT
fbem-410	79	20	this	this	DET
fbem-410	79	21	method	method	NOUN
fbem-410	79	22	need	need	VERB
fbem-410	79	23	pretreatment	pretreatment	NOUN
fbem-410	79	24	on	on	ADP
fbem-410	79	25	the	the	DET
fbem-410	79	26	training	training	NOUN
fbem-410	79	27	set	set	NOUN
fbem-410	79	28	,	,	PUNCT
fbem-410	79	29	mainly	mainly	ADV
fbem-410	79	30	by	by	ADP
fbem-410	79	31	reducing	reduce	VERB
fbem-410	79	32	the	the	DET
fbem-410	79	33	degree	degree	NOUN
fbem-410	79	34	of	of	ADP
fbem-410	79	35	unbalanced	unbalanced	ADJ
fbem-410	79	36	data	datum	NOUN
fbem-410	79	37	sets	set	NOUN
fbem-410	79	38	to	to	PART
fbem-410	79	39	improve	improve	VERB
fbem-410	79	40	the	the	DET
fbem-410	79	41	classification	classification	NOUN
fbem-410	79	42	performance	performance	NOUN
fbem-410	79	43	of	of	ADP
fbem-410	79	44	less	less	ADJ
fbem-410	79	45	data	datum	NOUN
fbem-410	79	46	,	,	PUNCT
fbem-410	79	47	the	the	DET
fbem-410	79	48	key	key	NOUN
fbem-410	79	49	is	be	AUX
fbem-410	79	50	how	how	SCONJ
fbem-410	79	51	to	to	PART
fbem-410	79	52	can	can	AUX
fbem-410	79	53	not	not	PART
fbem-410	79	54	only	only	ADV
fbem-410	79	55	eliminate	eliminate	VERB
fbem-410	79	56	a	a	DET
fbem-410	79	57	lot	lot	NOUN
fbem-410	79	58	of	of	ADP
fbem-410	79	59	irrelevant	irrelevant	ADJ
fbem-410	79	60	information	information	NOUN
fbem-410	79	61	,	,	PUNCT
fbem-410	79	62	significantly	significantly	ADV
fbem-410	79	63	reduce	reduce	VERB
fbem-410	79	64	the	the	DET
fbem-410	79	65	degree	degree	NOUN
fbem-410	79	66	of	of	ADP
fbem-410	79	67	unbalanced	unbalanced	ADJ
fbem-410	79	68	data	datum	NOUN
fbem-410	79	69	at	at	ADP
fbem-410	79	70	the	the	DET
fbem-410	79	71	same	same	ADJ
fbem-410	79	72	time	time	NOUN
fbem-410	79	73	guarantee	guarantee	VERB
fbem-410	79	74	the	the	DET
fbem-410	79	75	least	least	ADV
fbem-410	79	76	useful	useful	ADJ
fbem-410	79	77	information	information	NOUN
fbem-410	79	78	loss	loss	NOUN
fbem-410	79	79	,	,	PUNCT
fbem-410	79	80	in	in	ADP
fbem-410	79	81	this	this	DET
fbem-410	79	82	way	way	NOUN
fbem-410	79	83	,	,	PUNCT
fbem-410	79	84	unbalanced	unbalanced	ADJ
fbem-410	79	85	data	datum	NOUN
fbem-410	79	86	can	can	AUX
fbem-410	79	87	be	be	AUX
fbem-410	79	88	balanced	balance	VERB
fbem-410	79	89	on	on	ADP
fbem-410	79	90	the	the	DET
fbem-410	79	91	data	data	NOUN
fbem-410	79	92	level	level	NOUN
fbem-410	79	93	.	.	PUNCT
fbem-410	80	1	sampling	sample	VERB
fbem-410	80	2	methods	method	NOUN
fbem-410	80	3	include	include	VERB
fbem-410	80	4	over	over	ADV
fbem-410	80	5	-	-	PUNCT
fbem-410	80	6	sampling	sample	VERB
fbem-410	80	7	and	and	CCONJ
fbem-410	80	8	undersampling	undersampling	ADJ
fbem-410	80	9	.	.	PUNCT
fbem-410	81	1	less	less	ADJ
fbem-410	81	2	sampling	sampling	NOUN
fbem-410	81	3	by	by	ADP
fbem-410	81	4	increasing	increase	VERB
fbem-410	81	5	the	the	DET
fbem-410	81	6	samples	sample	NOUN
fbem-410	81	7	of	of	ADP
fbem-410	81	8	a	a	DET
fbem-410	81	9	class	class	NOUN
fbem-410	81	10	to	to	PART
fbem-410	81	11	improve	improve	VERB
fbem-410	81	12	the	the	DET
fbem-410	81	13	classification	classification	NOUN
fbem-410	81	14	performance	performance	NOUN
fbem-410	81	15	of	of	ADP
fbem-410	81	16	less	less	ADJ
fbem-410	81	17	data	datum	NOUN
fbem-410	81	18	,	,	PUNCT
fbem-410	81	19	the	the	DET
fbem-410	81	20	most	most	ADV
fbem-410	81	21	simple	simple	ADJ
fbem-410	81	22	sampling	sampling	NOUN
fbem-410	81	23	method	method	NOUN
fbem-410	81	24	is	be	AUX
fbem-410	81	25	random	random	ADJ
fbem-410	81	26	replicate	replicate	VERB
fbem-410	81	27	less	less	ADJ
fbem-410	81	28	samples	sample	NOUN
fbem-410	81	29	,	,	PUNCT
fbem-410	81	30	random	random	ADJ
fbem-410	81	31	sampling	sampling	NOUN
fbem-410	81	32	did	do	AUX
fbem-410	81	33	n't	not	PART
fbem-410	81	34	add	add	VERB
fbem-410	81	35	any	any	DET
fbem-410	81	36	new	new	ADJ
fbem-410	81	37	information	information	NOUN
fbem-410	81	38	,	,	PUNCT
fbem-410	81	39	to	to	ADP
fbem-410	81	40	less	less	ADJ
fbem-410	81	41	class	class	NOUN
fbem-410	81	42	data	datum	NOUN
fbem-410	81	43	can	can	AUX
fbem-410	81	44	make	make	VERB
fbem-410	81	45	the	the	DET
fbem-410	81	46	smaller	small	ADJ
fbem-410	81	47	classifier	classifier	NOUN
fbem-410	81	48	decision	decision	NOUN
fbem-410	81	49	domain	domain	NOUN
fbem-410	81	50	,	,	PUNCT
fbem-410	81	51	which	which	PRON
fbem-410	81	52	can	can	AUX
fbem-410	81	53	lead	lead	VERB
fbem-410	81	54	to	to	ADP
fbem-410	81	55	a	a	DET
fbem-410	81	56	fitting	fitting	ADJ
fbem-410	81	57	phenomenon	phenomenon	NOUN
fbem-410	81	58	,	,	PUNCT
fbem-410	81	59	at	at	ADP
fbem-410	81	60	the	the	DET
fbem-410	81	61	same	same	ADJ
fbem-410	81	62	time	time	NOUN
fbem-410	81	63	due	due	ADP
fbem-410	81	64	to	to	ADP
fbem-410	81	65	the	the	DET
fbem-410	81	66	increase	increase	NOUN
fbem-410	81	67	of	of	ADP
fbem-410	81	68	the	the	DET
fbem-410	81	69	sample	sample	NOUN
fbem-410	81	70	will	will	AUX
fbem-410	81	71	be	be	AUX
fbem-410	81	72	to	to	PART
fbem-410	81	73	extend	extend	VERB
fbem-410	81	74	the	the	DET
fbem-410	81	75	time	time	NOUN
fbem-410	81	76	of	of	ADP
fbem-410	81	77	the	the	DET
fbem-410	81	78	training	training	NOUN
fbem-410	81	79	of	of	ADP
fbem-410	81	80	the	the	DET
fbem-410	81	81	classifier	classifier	NOUN
fbem-410	81	82	.	.	PUNCT
fbem-410	82	1	for	for	ADP
fbem-410	82	2	the	the	DET
fbem-410	82	3	above	above	ADJ
fbem-410	82	4	problems	problem	NOUN
fbem-410	82	5	,	,	PUNCT
fbem-410	82	6	smote	smote	ADJ
fbem-410	82	7	method	method	NOUN
fbem-410	82	8	[	[	X
fbem-410	82	9	19	19	NUM
fbem-410	82	10	]	]	PUNCT
fbem-410	82	11	is	be	AUX
fbem-410	82	12	the	the	DET
fbem-410	82	13	most	most	ADV
fbem-410	82	14	sampling	sampling	NOUN
fbem-410	82	15	method	method	NOUN
fbem-410	82	16	used	use	VERB
fbem-410	82	17	.	.	PUNCT
fbem-410	83	1	this	this	DET
fbem-410	83	2	algorithm	algorithm	NOUN
fbem-410	83	3	is	be	AUX
fbem-410	83	4	a	a	DET
fbem-410	83	5	commonly	commonly	ADV
fbem-410	83	6	used	use	VERB
fbem-410	83	7	oversampling	oversample	VERB
fbem-410	83	8	algorithm	algorithm	NOUN
fbem-410	83	9	,	,	PUNCT
fbem-410	83	10	which	which	PRON
fbem-410	83	11	improves	improve	VERB
fbem-410	83	12	the	the	DET
fbem-410	83	13	classification	classification	NOUN
fbem-410	83	14	performance	performance	NOUN
fbem-410	83	15	of	of	ADP
fbem-410	83	16	smote	smote	NOUN
fbem-410	83	17	by	by	ADP
fbem-410	83	18	manually	manually	ADV
fbem-410	83	19	generating	generate	VERB
fbem-410	83	20	sample	sample	NOUN
fbem-410	83	21	points	point	NOUN
fbem-410	83	22	of	of	ADP
fbem-410	83	23	few	few	ADJ
fbem-410	83	24	classes	class	NOUN
fbem-410	83	25	.	.	PUNCT
fbem-410	84	1	because	because	SCONJ
fbem-410	84	2	the	the	DET
fbem-410	84	3	original	original	ADJ
fbem-410	84	4	non	non	ADJ
fbem-410	84	5	-	-	ADJ
fbem-410	84	6	existent	existent	ADJ
fbem-410	84	7	samples	sample	NOUN
fbem-410	84	8	were	be	AUX
fbem-410	84	9	artificially	artificially	ADV
fbem-410	84	10	added	add	VERB
fbem-410	84	11	,	,	PUNCT
fbem-410	84	12	the	the	DET
fbem-410	84	13	over	over	ADV
fbem-410	84	14	-	-	PUNCT
fbem-410	84	15	fitting	fit	VERB
fbem-410	84	16	phenomenon	phenomenon	NOUN
fbem-410	84	17	was	be	AUX
fbem-410	84	18	effectively	effectively	ADV
fbem-410	84	19	alleviated	alleviate	VERB
fbem-410	84	20	.	.	PUNCT
fbem-410	85	1	at	at	ADP
fbem-410	85	2	the	the	DET
fbem-410	85	3	same	same	ADJ
fbem-410	85	4	time	time	NOUN
fbem-410	85	5	,	,	PUNCT
fbem-410	85	6	someone	someone	PRON
fbem-410	85	7	put	put	VERB
fbem-410	85	8	forward	forward	ADP
fbem-410	85	9	a	a	DET
fbem-410	85	10	prediction	prediction	NOUN
fbem-410	85	11	model	model	NOUN
fbem-410	85	12	based	base	VERB
fbem-410	85	13	on	on	ADP
fbem-410	85	14	k	k	X
fbem-410	85	15	-	-	PUNCT
fbem-410	85	16	means	means	NOUN
fbem-410	85	17	[	[	X
fbem-410	85	18	20	20	NUM
fbem-410	85	19	]	]	PUNCT
fbem-410	85	20	,	,	PUNCT
fbem-410	85	21	which	which	PRON
fbem-410	85	22	mainly	mainly	ADV
fbem-410	85	23	uses	use	VERB
fbem-410	85	24	k	k	ADJ
fbem-410	85	25	-	-	PUNCT
fbem-410	85	26	means	means	NOUN
fbem-410	85	27	algorithm	algorithm	NOUN
fbem-410	85	28	to	to	PART
fbem-410	85	29	change	change	VERB
fbem-410	85	30	the	the	DET
fbem-410	85	31	data	datum	NOUN
fbem-410	85	32	distribution	distribution	NOUN
fbem-410	85	33	,	,	PUNCT
fbem-410	85	34	then	then	ADV
fbem-410	85	35	calculates	calculate	VERB
fbem-410	85	36	the	the	DET
fbem-410	85	37	importance	importance	NOUN
fbem-410	85	38	of	of	ADP
fbem-410	85	39	data	datum	NOUN
fbem-410	85	40	characteristics	characteristic	NOUN
fbem-410	85	41	by	by	ADP
fbem-410	85	42	using	use	VERB
fbem-410	85	43	random	random	ADJ
fbem-410	85	44	forest	forest	NOUN
fbem-410	85	45	,	,	PUNCT
fbem-410	85	46	and	and	CCONJ
fbem-410	85	47	finally	finally	ADV
fbem-410	85	48	puts	put	VERB
fbem-410	85	49	it	it	PRON
fbem-410	85	50	into	into	ADP
fbem-410	85	51	the	the	DET
fbem-410	85	52	initial	initial	ADJ
fbem-410	85	53	weight	weight	NOUN
fbem-410	85	54	of	of	ADP
fbem-410	85	55	bp	bp	PROPN
fbem-410	85	56	neural	neural	ADJ
fbem-410	85	57	network	network	NOUN
fbem-410	85	58	for	for	ADP
fbem-410	85	59	prediction	prediction	NOUN
fbem-410	85	60	.	.	PUNCT
fbem-410	86	1	this	this	DET
fbem-410	86	2	model	model	NOUN
fbem-410	86	3	effectively	effectively	ADV
fbem-410	86	4	solves	solve	VERB
fbem-410	86	5	the	the	DET
fbem-410	86	6	imbalance	imbalance	NOUN
fbem-410	86	7	of	of	ADP
fbem-410	86	8	sample	sample	NOUN
fbem-410	86	9	data	datum	NOUN
fbem-410	86	10	.	.	PUNCT
fbem-410	87	1	sun	sun	PROPN
fbem-410	87	2	[	[	X
fbem-410	87	3	21	21	NUM
fbem-410	87	4	]	]	PUNCT
fbem-410	87	5	et	et	NOUN
fbem-410	87	6	al	al	PROPN
fbem-410	87	7	creatively	creatively	ADV
fbem-410	87	8	designed	design	VERB
fbem-410	87	9	a	a	DET
fbem-410	87	10	new	new	ADJ
fbem-410	87	11	sample	sample	NOUN
fbem-410	87	12	weighting	weighting	NOUN
fbem-410	87	13	mechanism	mechanism	NOUN
fbem-410	87	14	based	base	VERB
fbem-410	87	15	on	on	ADP
fbem-410	87	16	smote	smote	ADJ
fbem-410	87	17	and	and	CCONJ
fbem-410	87	18	time	time	NOUN
fbem-410	87	19	-	-	PUNCT
fbem-410	87	20	weighted	weight	VERB
fbem-410	87	21	support	support	NOUN
fbem-410	87	22	vector	vector	NOUN
fbem-410	87	23	machine	machine	NOUN
fbem-410	87	24	integration	integration	NOUN
fbem-410	87	25	algorithm	algorithm	NOUN
fbem-410	87	26	(	(	PUNCT
fbem-410	87	27	adaboost	adaboost	ADJ
fbem-410	87	28	-	-	PUNCT
fbem-410	87	29	svm	svm	NOUN
fbem-410	87	30	-	-	PUNCT
fbem-410	87	31	tw	tw	NOUN
fbem-410	87	32	)	)	PUNCT
fbem-410	87	33	,	,	PUNCT
fbem-410	87	34	embedding	embed	VERB
fbem-410	87	35	smote	smote	NOUN
fbem-410	87	36	into	into	ADP
fbem-410	87	37	the	the	DET
fbem-410	87	38	iteration	iteration	NOUN
fbem-410	87	39	of	of	ADP
fbem-410	87	40	adasvmtw	adasvmtw	NOUN
fbem-410	87	41	.	.	PUNCT
fbem-410	88	1	raghuwanshi	raghuwanshi	NOUN
fbem-410	88	2	and	and	CCONJ
fbem-410	88	3	shukia	shukia	NOUN
fbem-410	88	4	et	et	PROPN
fbem-410	88	5	al	al	PROPN
fbem-410	88	6	.	.	PUNCT
fbem-410	89	1	[	[	X
fbem-410	89	2	44	44	NUM
fbem-410	89	3	]	]	PUNCT
fbem-410	89	4	proposed	propose	VERB
fbem-410	89	5	a	a	DET
fbem-410	89	6	smote	smote	ADJ
fbem-410	89	7	cselm	cselm	NOUN
fbem-410	89	8	based	base	VERB
fbem-410	89	9	on	on	ADP
fbem-410	89	10	smote	smote	ADJ
fbem-410	89	11	algorithm	algorithm	PROPN
fbem-410	89	12	,	,	PUNCT
fbem-410	89	13	using	use	VERB
fbem-410	89	14	the	the	DET
fbem-410	89	15	advantages	advantage	NOUN
fbem-410	89	16	of	of	ADP
fbem-410	89	17	few	few	ADJ
fbem-410	89	18	sampling	sampling	NOUN
fbem-410	89	19	and	and	CCONJ
fbem-410	89	20	class	class	NOUN
fbem-410	89	21	-	-	PUNCT
fbem-410	89	22	specific	specific	ADJ
fbem-410	89	23	regularization	regularization	NOUN
fbem-410	89	24	,	,	PUNCT
fbem-410	89	25	increase	increase	VERB
fbem-410	89	26	the	the	DET
fbem-410	89	27	importance	importance	NOUN
fbem-410	89	28	of	of	ADP
fbem-410	89	29	few	few	ADJ
fbem-410	89	30	samples	sample	NOUN
fbem-410	89	31	and	and	CCONJ
fbem-410	89	32	determine	determine	VERB
fbem-410	89	33	the	the	DET
fbem-410	89	34	decision	decision	NOUN
fbem-410	89	35	region	region	NOUN
fbem-410	89	36	of	of	ADP
fbem-410	89	37	the	the	DET
fbem-410	89	38	classifier	classifier	NOUN
fbem-410	89	39	.	.	PUNCT
fbem-410	90	1	the	the	DET
fbem-410	90	2	effectiveness	effectiveness	NOUN
fbem-410	90	3	of	of	ADP
fbem-410	90	4	the	the	DET
fbem-410	90	5	proposed	propose	VERB
fbem-410	90	6	method	method	NOUN
fbem-410	90	7	is	be	AUX
fbem-410	90	8	verified	verify	VERB
fbem-410	90	9	by	by	ADP
fbem-410	90	10	a	a	DET
fbem-410	90	11	large	large	ADJ
fbem-410	90	12	number	number	NOUN
fbem-410	90	13	of	of	ADP
fbem-410	90	14	experiments	experiment	NOUN
fbem-410	90	15	.	.	PUNCT
fbem-410	91	1	traditional	traditional	ADJ
fbem-410	91	2	undersampling	undersampling	ADJ
fbem-410	91	3	methods	method	NOUN
fbem-410	91	4	include	include	VERB
fbem-410	91	5	random	random	ADJ
fbem-410	91	6	undersampling	undersampling	ADJ
fbem-410	91	7	and	and	CCONJ
fbem-410	91	8	neighbor	neighbor	NOUN
fbem-410	91	9	cleaning	cleaning	NOUN
fbem-410	91	10	.	.	PUNCT
fbem-410	92	1	random	random	ADJ
fbem-410	92	2	undersampling	undersampling	NOUN
fbem-410	92	3	uses	use	VERB
fbem-410	92	4	random	random	ADJ
fbem-410	92	5	criteria	criterion	NOUN
fbem-410	92	6	to	to	PART
fbem-410	92	7	eliminate	eliminate	VERB
fbem-410	92	8	some	some	DET
fbem-410	92	9	data	datum	NOUN
fbem-410	92	10	of	of	ADP
fbem-410	92	11	multiple	multiple	ADJ
fbem-410	92	12	types	type	NOUN
fbem-410	92	13	of	of	ADP
fbem-410	92	14	samples	sample	NOUN
fbem-410	92	15	.	.	PUNCT
fbem-410	93	1	the	the	DET
fbem-410	93	2	main	main	ADJ
fbem-410	93	3	problem	problem	NOUN
fbem-410	93	4	of	of	ADP
fbem-410	93	5	this	this	DET
fbem-410	93	6	method	method	NOUN
fbem-410	93	7	will	will	AUX
fbem-410	93	8	cause	cause	VERB
fbem-410	93	9	a	a	DET
fbem-410	93	10	large	large	ADJ
fbem-410	93	11	amount	amount	NOUN
fbem-410	93	12	of	of	ADP
fbem-410	93	13	useful	useful	ADJ
fbem-410	93	14	information	information	NOUN
fbem-410	93	15	missing	miss	VERB
fbem-410	93	16	,	,	PUNCT
fbem-410	93	17	thus	thus	ADV
fbem-410	93	18	reducing	reduce	VERB
fbem-410	93	19	the	the	DET
fbem-410	93	20	classification	classification	NOUN
fbem-410	93	21	accuracy	accuracy	NOUN
fbem-410	93	22	.	.	PUNCT
fbem-410	94	1	literature	literature	NOUN
fbem-410	95	1	[	[	X
fbem-410	95	2	23	23	NUM
fbem-410	95	3	,	,	PUNCT
fbem-410	95	4	23	23	NUM
fbem-410	95	5	]	]	PUNCT
fbem-410	95	6	improves	improve	VERB
fbem-410	95	7	the	the	DET
fbem-410	95	8	problem	problem	NOUN
fbem-410	95	9	of	of	ADP
fbem-410	95	10	random	random	ADJ
fbem-410	95	11	undersampling	undersampling	NOUN
fbem-410	95	12	.	.	PUNCT
fbem-410	96	1	these	these	DET
fbem-410	96	2	methods	method	NOUN
fbem-410	96	3	by	by	ADP
fbem-410	96	4	some	some	DET
fbem-410	96	5	algorithms	algorithm	NOUN
fbem-410	96	6	and	and	CCONJ
fbem-410	96	7	rules	rule	NOUN
fbem-410	96	8	,	,	PUNCT
fbem-410	96	9	and	and	CCONJ
fbem-410	96	10	find	find	VERB
fbem-410	96	11	out	out	ADP
fbem-410	96	12	the	the	DET
fbem-410	96	13	boundary	boundary	NOUN
fbem-410	96	14	of	of	ADP
fbem-410	96	15	classification	classification	NOUN
fbem-410	96	16	for	for	ADP
fbem-410	96	17	predicting	predict	VERB
fbem-410	96	18	does	do	VERB
fbem-410	96	19	little	little	ADJ
fbem-410	96	20	data	datum	NOUN
fbem-410	96	21	and	and	CCONJ
fbem-410	96	22	have	have	VERB
fbem-410	96	23	a	a	DET
fbem-410	96	24	choice	choice	NOUN
fbem-410	96	25	to	to	PART
fbem-410	96	26	remove	remove	VERB
fbem-410	96	27	of	of	ADP
fbem-410	96	28	the	the	DET
fbem-410	96	29	data	datum	NOUN
fbem-410	96	30	,	,	PUNCT
fbem-410	96	31	the	the	DET
fbem-410	96	32	overlap	overlap	NOUN
fbem-410	96	33	boundary	boundary	ADJ
fbem-410	96	34	or	or	CCONJ
fbem-410	96	35	cause	cause	VERB
fbem-410	96	36	data	datum	NOUN
fbem-410	96	37	from	from	ADP
fbem-410	96	38	the	the	DET
fbem-410	96	39	sort	sort	NOUN
fbem-410	96	40	of	of	ADP
fbem-410	96	41	many	many	ADJ
fbem-410	96	42	kind	kind	NOUN
fbem-410	96	43	of	of	ADP
fbem-410	96	44	data	datum	NOUN
fbem-410	96	45	,	,	PUNCT
fbem-410	96	46	and	and	CCONJ
fbem-410	96	47	out	out	ADP
fbem-410	96	48	of	of	ADP
fbem-410	96	49	class	class	NOUN
fbem-410	96	50	data	datum	NOUN
fbem-410	96	51	and	and	CCONJ
fbem-410	96	52	leaving	leave	VERB
fbem-410	96	53	only	only	ADV
fbem-410	96	54	safety	safety	NOUN
fbem-410	96	55	data	datum	NOUN
fbem-410	96	56	and	and	CCONJ
fbem-410	96	57	less	less	ADJ
fbem-410	96	58	data	datum	NOUN
fbem-410	96	59	as	as	ADP
fbem-410	96	60	training	training	NOUN
fbem-410	96	61	set	set	NOUN
fbem-410	96	62	of	of	ADP
fbem-410	96	63	classifiers	classifier	NOUN
fbem-410	96	64	.	.	PUNCT
fbem-410	97	1	experiments	experiment	NOUN
fbem-410	97	2	show	show	VERB
fbem-410	97	3	that	that	SCONJ
fbem-410	97	4	[	[	X
fbem-410	97	5	24	24	NUM
fbem-410	97	6	-	-	SYM
fbem-410	97	7	26	26	NUM
fbem-410	97	8	]	]	PUNCT
fbem-410	97	9	the	the	DET
fbem-410	97	10	classification	classification	NOUN
fbem-410	97	11	effect	effect	NOUN
fbem-410	97	12	obtained	obtain	VERB
fbem-410	97	13	by	by	ADP
fbem-410	97	14	the	the	DET
fbem-410	97	15	improved	improved	ADJ
fbem-410	97	16	undersampling	undersampling	ADJ
fbem-410	97	17	method	method	NOUN
fbem-410	97	18	is	be	AUX
fbem-410	97	19	more	more	ADV
fbem-410	97	20	ideal	ideal	ADJ
fbem-410	97	21	than	than	ADP
fbem-410	97	22	that	that	PRON
fbem-410	97	23	obtained	obtain	VERB
fbem-410	97	24	by	by	ADP
fbem-410	97	25	random	random	ADJ
fbem-410	97	26	under	under	NOUN
fbem-410	97	27	-	-	PUNCT
fbem-410	97	28	sampling	sampling	NOUN
fbem-410	97	29	,	,	PUNCT
fbem-410	97	30	but	but	CCONJ
fbem-410	97	31	the	the	DET
fbem-410	97	32	effect	effect	NOUN
fbem-410	97	33	is	be	AUX
fbem-410	97	34	not	not	PART
fbem-410	97	35	obvious	obvious	ADJ
fbem-410	97	36	in	in	ADP
fbem-410	97	37	some	some	DET
fbem-410	97	38	highdimensional	highdimensional	ADJ
fbem-410	97	39	data	datum	NOUN
fbem-410	97	40	[	[	X
fbem-410	97	41	27,28	27,28	NOUN
fbem-410	97	42	]	]	X
fbem-410	97	43	.	.	PUNCT
fbem-410	98	1	in	in	ADP
fbem-410	98	2	this	this	DET
fbem-410	98	3	paper	paper	NOUN
fbem-410	98	4	,	,	PUNCT
fbem-410	98	5	the	the	DET
fbem-410	98	6	improved	improve	VERB
fbem-410	98	7	smote	smote	NOUN
fbem-410	98	8	oversampling	oversample	VERB
fbem-410	98	9	and	and	CCONJ
fbem-410	98	10	undersampling	undersampling	ADJ
fbem-410	98	11	method	method	NOUN
fbem-410	98	12	of	of	ADP
fbem-410	98	13	combining	combine	VERB
fbem-410	98	14	the	the	DET
fbem-410	98	15	data	datum	NOUN
fbem-410	98	16	sampling	sampling	NOUN
fbem-410	98	17	,	,	PUNCT
fbem-410	98	18	coupled	couple	VERB
fbem-410	98	19	with	with	ADP
fbem-410	98	20	super	super	ADJ
fbem-410	98	21	learner	learner	NOUN
fbem-410	98	22	machine	machine	NOUN
fbem-410	98	23	learning	learn	VERB
fbem-410	98	24	under	under	ADP
fbem-410	98	25	the	the	DET
fbem-410	98	26	framework	framework	NOUN
fbem-410	98	27	of	of	ADP
fbem-410	98	28	cross	cross	NOUN
fbem-410	98	29	validation	validation	NOUN
fbem-410	98	30	data	datum	NOUN
fbem-410	98	31	sorting	sorting	NOUN
fbem-410	98	32	,	,	PUNCT
fbem-410	98	33	can	can	AUX
fbem-410	98	34	eliminate	eliminate	VERB
fbem-410	98	35	noise	noise	NOUN
fbem-410	98	36	information	information	NOUN
fbem-410	98	37	,	,	PUNCT
fbem-410	98	38	reduce	reduce	VERB
fbem-410	98	39	the	the	DET
fbem-410	98	40	degree	degree	NOUN
fbem-410	98	41	of	of	ADP
fbem-410	98	42	unbalanced	unbalanced	ADJ
fbem-410	98	43	data	datum	NOUN
fbem-410	98	44	at	at	ADP
fbem-410	98	45	the	the	DET
fbem-410	98	46	same	same	ADJ
fbem-410	98	47	time	time	NOUN
fbem-410	98	48	ensure	ensure	VERB
fbem-410	98	49	minimum	minimum	ADJ
fbem-410	98	50	information	information	NOUN
fbem-410	98	51	loss	loss	NOUN
fbem-410	98	52	,	,	PUNCT
fbem-410	98	53	keep	keep	VERB
fbem-410	98	54	most	most	ADV
fbem-410	98	55	useful	useful	ADJ
fbem-410	98	56	sample	sample	NOUN
fbem-410	98	57	data	datum	NOUN
fbem-410	98	58	for	for	ADP
fbem-410	98	59	classification	classification	NOUN
fbem-410	98	60	prediction	prediction	NOUN
fbem-410	98	61	.	.	PUNCT
fbem-410	99	1	2.3.2	2.3.2	X
fbem-410	99	2	.	.	PUNCT
fbem-410	100	1	prioritize	prioritize	VERB
fbem-410	100	2	priority	priority	NOUN
fbem-410	100	3	determination	determination	NOUN
fbem-410	100	4	is	be	AUX
fbem-410	100	5	widely	widely	ADV
fbem-410	100	6	applicable	applicable	ADJ
fbem-410	100	7	to	to	PART
fbem-410	100	8	multistandard	multistandard	VERB
fbem-410	100	9	decision	decision	NOUN
fbem-410	100	10	-	-	PUNCT
fbem-410	100	11	making	make	VERB
fbem-410	100	12	processes	process	NOUN
fbem-410	100	13	[	[	X
fbem-410	100	14	29	29	NUM
fbem-410	100	15	]	]	PUNCT
fbem-410	100	16	.	.	PUNCT
fbem-410	101	1	priority	priority	NOUN
fbem-410	101	2	refers	refer	VERB
fbem-410	101	3	to	to	ADP
fbem-410	101	4	two	two	NUM
fbem-410	101	5	or	or	CCONJ
fbem-410	101	6	more	more	ADJ
fbem-410	101	7	tasks	task	NOUN
fbem-410	101	8	that	that	PRON
fbem-410	101	9	need	need	VERB
fbem-410	101	10	to	to	PART
fbem-410	101	11	be	be	AUX
fbem-410	101	12	done	do	VERB
fbem-410	101	13	.	.	PUNCT
fbem-410	102	1	priorities	priority	NOUN
fbem-410	102	2	are	be	AUX
fbem-410	102	3	determined	determine	VERB
fbem-410	102	4	according	accord	VERB
fbem-410	102	5	to	to	ADP
fbem-410	102	6	their	their	PRON
fbem-410	102	7	priorities	priority	NOUN
fbem-410	102	8	.	.	PUNCT
fbem-410	103	1	it	it	PRON
fbem-410	103	2	mainly	mainly	ADV
fbem-410	103	3	includes	include	VERB
fbem-410	103	4	analytic	analytic	ADJ
fbem-410	103	5	hierarchy	hierarchy	NOUN
fbem-410	103	6	process	process	NOUN
fbem-410	103	7	(	(	PUNCT
fbem-410	103	8	ahp	ahp	NOUN
fbem-410	103	9	)	)	PUNCT
fbem-410	104	1	[	[	X
fbem-410	104	2	29	29	NUM
fbem-410	104	3	]	]	PUNCT
fbem-410	104	4	,	,	PUNCT
fbem-410	104	5	entropy	entropy	PROPN
fbem-410	104	6	method	method	NOUN
fbem-410	104	7	(	(	PUNCT
fbem-410	104	8	em	em	PRON
fbem-410	104	9	)	)	PUNCT
fbem-410	105	1	[	[	X
fbem-410	105	2	30	30	NUM
fbem-410	105	3	]	]	PUNCT
fbem-410	105	4	,	,	PUNCT
fbem-410	105	5	principal	principal	ADJ
fbem-410	105	6	component	component	NOUN
fbem-410	105	7	analysis	analysis	NOUN
fbem-410	105	8	(	(	PUNCT
fbem-410	105	9	pca	pca	NOUN
fbem-410	105	10	)	)	PUNCT
fbem-410	105	11	,	,	PUNCT
fbem-410	105	12	pca	pca	PROPN
fbem-410	105	13	)	)	PUNCT
fbem-410	106	1	[	[	X
fbem-410	106	2	31	31	NUM
fbem-410	106	3	]	]	PUNCT
fbem-410	106	4	,	,	PUNCT
fbem-410	106	5	factor	factor	NOUN
fbem-410	106	6	analysis	analysis	NOUN
fbem-410	106	7	(	(	PUNCT
fbem-410	106	8	fa	fa	NOUN
fbem-410	106	9	)	)	PUNCT
fbem-410	107	1	[	[	X
fbem-410	107	2	32	32	NUM
fbem-410	107	3	]	]	PUNCT
fbem-410	107	4	.	.	PUNCT
fbem-410	108	1	schreiber	schreiber	PROPN
fbem-410	108	2	et	et	PROPN
fbem-410	108	3	al	al	PROPN
fbem-410	108	4	.	.	PUNCT
fbem-410	109	1	[	[	X
fbem-410	109	2	32	32	NUM
fbem-410	109	3	]	]	PUNCT
fbem-410	109	4	used	use	VERB
fbem-410	109	5	analytic	analytic	ADJ
fbem-410	109	6	hierarchy	hierarchy	NOUN
fbem-410	109	7	process	process	NOUN
fbem-410	109	8	to	to	PART
fbem-410	109	9	apply	apply	VERB
fbem-410	109	10	consistent	consistent	ADJ
fbem-410	109	11	fuzzy	fuzzy	ADJ
fbem-410	109	12	preference	preference	NOUN
fbem-410	109	13	relation	relation	NOUN
fbem-410	109	14	to	to	PART
fbem-410	109	15	decision	decision	NOUN
fbem-410	109	16	matrix	matrix	NOUN
fbem-410	109	17	and	and	CCONJ
fbem-410	109	18	symmetric	symmetric	ADJ
fbem-410	109	19	decision	decision	NOUN
fbem-410	109	20	matrix	matrix	NOUN
fbem-410	109	21	method	method	NOUN
fbem-410	109	22	.	.	PUNCT
fbem-410	110	1	wang	wang	PROPN
fbem-410	110	2	and	and	CCONJ
fbem-410	110	3	lu	lu	PROPN
fbem-410	110	4	et	et	PROPN
fbem-410	110	5	al	al	PROPN
fbem-410	110	6	.	.	PUNCT
fbem-410	111	1	[	[	X
fbem-410	111	2	33	33	NUM
fbem-410	111	3	]	]	PUNCT
fbem-410	111	4	introduced	introduce	VERB
fbem-410	111	5	variable	variable	ADJ
fbem-410	111	6	weight	weight	NOUN
fbem-410	111	7	factor	factor	NOUN
fbem-410	111	8	into	into	ADP
fbem-410	111	9	the	the	DET
fbem-410	111	10	analytic	analytic	ADJ
fbem-410	111	11	hierarchy	hierarchy	NOUN
fbem-410	111	12	process	process	NOUN
fbem-410	111	13	,	,	PUNCT
fbem-410	111	14	so	so	SCONJ
fbem-410	111	15	that	that	SCONJ
fbem-410	111	16	the	the	DET
fbem-410	111	17	weight	weight	NOUN
fbem-410	111	18	of	of	ADP
fbem-410	111	19	sustainable	sustainable	ADJ
fbem-410	111	20	development	development	NOUN
fbem-410	111	21	indicators	indicator	NOUN
fbem-410	111	22	assigned	assign	VERB
fbem-410	111	23	by	by	ADP
fbem-410	111	24	experts	expert	NOUN
fbem-410	111	25	could	could	AUX
fbem-410	111	26	change	change	VERB
fbem-410	111	27	at	at	ADP
fbem-410	111	28	any	any	DET
fbem-410	111	29	time	time	NOUN
fbem-410	111	30	or	or	CCONJ
fbem-410	111	31	in	in	ADP
fbem-410	111	32	space	space	NOUN
fbem-410	111	33	,	,	PUNCT
fbem-410	111	34	and	and	CCONJ
fbem-410	111	35	proposed	propose	VERB
fbem-410	111	36	a	a	DET
fbem-410	111	37	new	new	ADJ
fbem-410	111	38	and	and	CCONJ
fbem-410	111	39	improved	improved	ADJ
fbem-410	111	40	weight	weight	NOUN
fbem-410	111	41	distribution	distribution	NOUN
fbem-410	111	42	method	method	NOUN
fbem-410	111	43	called	call	VERB
fbem-410	111	44	variable	variable	ADJ
fbem-410	111	45	weight	weight	NOUN
fbem-410	111	46	analytic	analytic	ADJ
fbem-410	111	47	hierarchy	hierarchy	NOUN
fbem-410	111	48	process	process	NOUN
fbem-410	111	49	,	,	PUNCT
fbem-410	111	50	which	which	PRON
fbem-410	111	51	could	could	AUX
fbem-410	111	52	better	well	ADV
fbem-410	111	53	reflect	reflect	VERB
fbem-410	111	54	the	the	DET
fbem-410	111	55	real	real	ADJ
fbem-410	111	56	state	state	NOUN
fbem-410	111	57	of	of	ADP
fbem-410	111	58	indicators	indicator	NOUN
fbem-410	111	59	.	.	PUNCT
fbem-410	112	1	entropy	entropy	PROPN
fbem-410	112	2	method	method	PROPN
fbem-410	112	3	is	be	AUX
fbem-410	112	4	a	a	DET
fbem-410	112	5	commonly	commonly	ADV
fbem-410	112	6	used	use	VERB
fbem-410	112	7	weighted	weight	VERB
fbem-410	112	8	method	method	NOUN
fbem-410	112	9	to	to	PART
fbem-410	112	10	measure	measure	VERB
fbem-410	112	11	value	value	NOUN
fbem-410	112	12	dispersion	dispersion	NOUN
fbem-410	112	13	in	in	ADP
fbem-410	112	14	decision	decision	NOUN
fbem-410	112	15	making	making	NOUN
fbem-410	112	16	.	.	PUNCT
fbem-410	113	1	the	the	PRON
fbem-410	113	2	greater	great	ADJ
fbem-410	113	3	the	the	DET
fbem-410	113	4	dispersion	dispersion	NOUN
fbem-410	113	5	,	,	PUNCT
fbem-410	113	6	the	the	PRON
fbem-410	113	7	greater	great	ADJ
fbem-410	113	8	the	the	DET
fbem-410	113	9	differentiation	differentiation	NOUN
fbem-410	113	10	,	,	PUNCT
fbem-410	113	11	the	the	DET
fbem-410	113	12	more	more	ADJ
fbem-410	113	13	information	information	NOUN
fbem-410	113	14	can	can	AUX
fbem-410	113	15	be	be	AUX
fbem-410	113	16	derived	derive	VERB
fbem-410	113	17	.	.	PUNCT
fbem-410	114	1	at	at	ADP
fbem-410	114	2	the	the	DET
fbem-410	114	3	same	same	ADJ
fbem-410	114	4	time	time	NOUN
fbem-410	114	5	,	,	PUNCT
fbem-410	114	6	the	the	DET
fbem-410	114	7	index	index	NOUN
fbem-410	114	8	should	should	AUX
fbem-410	114	9	be	be	AUX
fbem-410	114	10	given	give	VERB
fbem-410	114	11	a	a	DET
fbem-410	114	12	higher	high	ADJ
fbem-410	114	13	weight	weight	NOUN
fbem-410	114	14	,	,	PUNCT
fbem-410	114	15	and	and	CCONJ
fbem-410	114	16	vice	vice	ADV
fbem-410	114	17	versa	versa	ADV
fbem-410	114	18	.	.	PUNCT
fbem-410	115	1	zhu	zhu	PROPN
fbem-410	115	2	and	and	CCONJ
fbem-410	115	3	tian	tian	PROPN
fbem-410	115	4	[	[	X
fbem-410	115	5	34	34	NUM
fbem-410	115	6	]	]	PUNCT
fbem-410	115	7	et	et	PROPN
fbem-410	115	8	al	al	PROPN
fbem-410	115	9	believed	believe	VERB
fbem-410	115	10	that	that	SCONJ
fbem-410	115	11	the	the	DET
fbem-410	115	12	entropy	entropy	NOUN
fbem-410	115	13	method	method	NOUN
fbem-410	115	14	only	only	ADV
fbem-410	115	15	considered	consider	VERB
fbem-410	115	16	the	the	DET
fbem-410	115	17	numerical	numerical	ADJ
fbem-410	115	18	distinction	distinction	NOUN
fbem-410	115	19	of	of	ADP
fbem-410	115	20	indicators	indicator	NOUN
fbem-410	115	21	and	and	CCONJ
fbem-410	115	22	ignored	ignore	VERB
fbem-410	115	23	the	the	DET
fbem-410	115	24	distinction	distinction	NOUN
fbem-410	115	25	of	of	ADP
fbem-410	115	26	grades	grade	NOUN
fbem-410	115	27	,	,	PUNCT
fbem-410	115	28	thus	thus	ADV
fbem-410	115	29	29	29	NUM
fbem-410	115	30	indicating	indicate	VERB
fbem-410	115	31	that	that	SCONJ
fbem-410	115	32	the	the	DET
fbem-410	115	33	entropy	entropy	NOUN
fbem-410	115	34	method	method	NOUN
fbem-410	115	35	could	could	AUX
fbem-410	115	36	not	not	PART
fbem-410	115	37	correctly	correctly	ADV
fbem-410	115	38	reflect	reflect	VERB
fbem-410	115	39	the	the	DET
fbem-410	115	40	importance	importance	NOUN
fbem-410	115	41	of	of	ADP
fbem-410	115	42	the	the	DET
fbem-410	115	43	weight	weight	NOUN
fbem-410	115	44	of	of	ADP
fbem-410	115	45	indicators	indicator	NOUN
fbem-410	115	46	,	,	PUNCT
fbem-410	115	47	which	which	PRON
fbem-410	115	48	would	would	AUX
fbem-410	115	49	lead	lead	VERB
fbem-410	115	50	to	to	ADP
fbem-410	115	51	the	the	DET
fbem-410	115	52	distortion	distortion	NOUN
fbem-410	115	53	of	of	ADP
fbem-410	115	54	decision	decision	NOUN
fbem-410	115	55	-	-	PUNCT
fbem-410	115	56	making	make	VERB
fbem-410	115	57	results	result	NOUN
fbem-410	115	58	.	.	PUNCT
fbem-410	116	1	principal	principal	ADJ
fbem-410	116	2	component	component	NOUN
fbem-410	116	3	analysis	analysis	NOUN
fbem-410	116	4	is	be	AUX
fbem-410	116	5	usually	usually	ADV
fbem-410	116	6	used	use	VERB
fbem-410	116	7	to	to	PART
fbem-410	116	8	analyze	analyze	VERB
fbem-410	116	9	data	datum	NOUN
fbem-410	116	10	in	in	ADP
fbem-410	116	11	diverse	diverse	ADJ
fbem-410	116	12	fields	field	NOUN
fbem-410	116	13	,	,	PUNCT
fbem-410	116	14	which	which	PRON
fbem-410	116	15	is	be	AUX
fbem-410	116	16	conducive	conducive	ADJ
fbem-410	116	17	to	to	ADP
fbem-410	116	18	dimensionality	dimensionality	NOUN
fbem-410	116	19	reduction	reduction	NOUN
fbem-410	116	20	of	of	ADP
fbem-410	116	21	data	datum	NOUN
fbem-410	116	22	in	in	ADP
fbem-410	116	23	high	high	ADJ
fbem-410	116	24	-	-	PUNCT
fbem-410	116	25	dimensional	dimensional	ADJ
fbem-410	116	26	data	datum	NOUN
fbem-410	116	27	[	[	X
fbem-410	116	28	35	35	NUM
fbem-410	116	29	]	]	PUNCT
fbem-410	116	30	,	,	PUNCT
fbem-410	116	31	but	but	CCONJ
fbem-410	116	32	is	be	AUX
fbem-410	116	33	not	not	PART
fbem-410	116	34	applicable	applicable	ADJ
fbem-410	116	35	to	to	ADP
fbem-410	116	36	daily	daily	ADJ
fbem-410	116	37	prioritization	prioritization	NOUN
fbem-410	116	38	of	of	ADP
fbem-410	116	39	small	small	ADJ
fbem-410	116	40	data	datum	NOUN
fbem-410	116	41	.	.	PUNCT
fbem-410	117	1	factor	factor	NOUN
fbem-410	117	2	analysis	analysis	NOUN
fbem-410	117	3	is	be	AUX
fbem-410	117	4	used	use	VERB
fbem-410	117	5	to	to	PART
fbem-410	117	6	extract	extract	VERB
fbem-410	117	7	fewer	few	ADJ
fbem-410	117	8	factors	factor	NOUN
fbem-410	117	9	from	from	ADP
fbem-410	117	10	a	a	DET
fbem-410	117	11	large	large	ADJ
fbem-410	117	12	number	number	NOUN
fbem-410	117	13	of	of	ADP
fbem-410	117	14	related	related	ADJ
fbem-410	117	15	variables	variable	NOUN
fbem-410	117	16	,	,	PUNCT
fbem-410	117	17	making	make	VERB
fbem-410	117	18	it	it	PRON
fbem-410	117	19	a	a	DET
fbem-410	117	20	more	more	ADV
fbem-410	117	21	manageable	manageable	ADJ
fbem-410	117	22	data	datum	NOUN
fbem-410	117	23	.	.	PUNCT
fbem-410	118	1	through	through	ADP
fbem-410	118	2	factor	factor	NOUN
fbem-410	118	3	analysis	analysis	NOUN
fbem-410	118	4	,	,	PUNCT
fbem-410	118	5	irrelevant	irrelevant	ADJ
fbem-410	118	6	questions	question	NOUN
fbem-410	118	7	can	can	AUX
fbem-410	118	8	be	be	AUX
fbem-410	118	9	eliminated	eliminate	VERB
fbem-410	118	10	from	from	ADP
fbem-410	118	11	the	the	DET
fbem-410	118	12	final	final	ADJ
fbem-410	118	13	options	option	NOUN
fbem-410	118	14	.	.	PUNCT
fbem-410	119	1	noora	noora	PROPN
fbem-410	119	2	shrestha	shrestha	PROPN
fbem-410	120	1	[	[	X
fbem-410	120	2	36	36	NUM
fbem-410	120	3	]	]	PUNCT
fbem-410	120	4	proposed	propose	VERB
fbem-410	120	5	a	a	DET
fbem-410	120	6	factor	factor	NOUN
fbem-410	120	7	analysis	analysis	NOUN
fbem-410	120	8	method	method	NOUN
fbem-410	120	9	,	,	PUNCT
fbem-410	120	10	which	which	PRON
fbem-410	120	11	used	use	VERB
fbem-410	120	12	kaiser	kaiser	PROPN
fbem-410	120	13	-	-	PUNCT
fbem-410	120	14	meyer	meyer	PROPN
fbem-410	120	15	-	-	PUNCT
fbem-410	120	16	olkin	olkin	NOUN
fbem-410	120	17	sampling	sample	VERB
fbem-410	120	18	adequacy	adequacy	NOUN
fbem-410	120	19	measure	measure	NOUN
fbem-410	120	20	and	and	CCONJ
fbem-410	120	21	bartlett	bartlett	PROPN
fbem-410	120	22	's	's	PART
fbem-410	120	23	test	test	NOUN
fbem-410	120	24	to	to	PART
fbem-410	120	25	evaluate	evaluate	VERB
fbem-410	120	26	the	the	DET
fbem-410	120	27	decomposability	decomposability	NOUN
fbem-410	120	28	of	of	ADP
fbem-410	120	29	data	datum	NOUN
fbem-410	120	30	.	.	PUNCT
fbem-410	121	1	calculate	calculate	VERB
fbem-410	121	2	determinant	determinant	ADJ
fbem-410	121	3	scores	score	NOUN
fbem-410	121	4	to	to	PART
fbem-410	121	5	test	test	VERB
fbem-410	121	6	multicollinearity	multicollinearity	NOUN
fbem-410	121	7	between	between	ADP
fbem-410	121	8	variables	variable	NOUN
fbem-410	121	9	.	.	PUNCT
fbem-410	122	1	to	to	PART
fbem-410	122	2	determine	determine	VERB
fbem-410	122	3	the	the	DET
fbem-410	122	4	number	number	NOUN
fbem-410	122	5	of	of	ADP
fbem-410	122	6	factors	factor	NOUN
fbem-410	122	7	to	to	PART
fbem-410	122	8	be	be	AUX
fbem-410	122	9	extracted	extract	VERB
fbem-410	122	10	,	,	PUNCT
fbem-410	122	11	kaiser	kaiser	PROPN
fbem-410	122	12	criteria	criterion	NOUN
fbem-410	122	13	and	and	CCONJ
fbem-410	122	14	scree	scree	ADJ
fbem-410	122	15	tests	test	NOUN
fbem-410	122	16	need	need	VERB
fbem-410	122	17	to	to	PART
fbem-410	122	18	be	be	AUX
fbem-410	122	19	checked	check	VERB
fbem-410	122	20	,	,	PUNCT
fbem-410	122	21	providing	provide	VERB
fbem-410	122	22	very	very	ADV
fbem-410	122	23	valuable	valuable	ADJ
fbem-410	122	24	inputs	input	NOUN
fbem-410	122	25	for	for	ADP
fbem-410	122	26	decision	decision	NOUN
fbem-410	122	27	makers	maker	NOUN
fbem-410	122	28	to	to	PART
fbem-410	122	29	focus	focus	VERB
fbem-410	122	30	on	on	ADP
fbem-410	122	31	a	a	DET
fbem-410	122	32	few	few	ADJ
fbem-410	122	33	important	important	ADJ
fbem-410	122	34	factors	factor	NOUN
fbem-410	122	35	rather	rather	ADV
fbem-410	122	36	than	than	ADP
fbem-410	122	37	a	a	DET
fbem-410	122	38	large	large	ADJ
fbem-410	122	39	number	number	NOUN
fbem-410	122	40	of	of	ADP
fbem-410	122	41	parameters	parameter	NOUN
fbem-410	122	42	.	.	PUNCT
fbem-410	123	1	the	the	DET
fbem-410	123	2	principle	principle	NOUN
fbem-410	123	3	of	of	ADP
fbem-410	123	4	factor	factor	NOUN
fbem-410	123	5	analysis	analysis	NOUN
fbem-410	123	6	is	be	AUX
fbem-410	123	7	the	the	DET
fbem-410	123	8	same	same	ADJ
fbem-410	123	9	as	as	ADP
fbem-410	123	10	that	that	PRON
fbem-410	123	11	of	of	ADP
fbem-410	123	12	principal	principal	ADJ
fbem-410	123	13	component	component	NOUN
fbem-410	123	14	analysis	analysis	NOUN
fbem-410	123	15	.	.	PUNCT
fbem-410	124	1	3	3	X
fbem-410	124	2	.	.	X
fbem-410	124	3	conclusion	conclusion	NOUN
fbem-410	124	4	due	due	ADP
fbem-410	124	5	to	to	ADP
fbem-410	124	6	the	the	DET
fbem-410	124	7	particularity	particularity	NOUN
fbem-410	124	8	of	of	ADP
fbem-410	124	9	the	the	DET
fbem-410	124	10	cold	cold	ADJ
fbem-410	124	11	chain	chain	NOUN
fbem-410	124	12	,	,	PUNCT
fbem-410	124	13	in	in	ADP
fbem-410	124	14	order	order	NOUN
fbem-410	124	15	to	to	PART
fbem-410	124	16	improve	improve	VERB
fbem-410	124	17	the	the	DET
fbem-410	124	18	quality	quality	NOUN
fbem-410	124	19	of	of	ADP
fbem-410	124	20	cold	cold	ADJ
fbem-410	124	21	chain	chain	NOUN
fbem-410	124	22	products	product	NOUN
fbem-410	124	23	in	in	ADP
fbem-410	124	24	each	each	DET
fbem-410	124	25	link	link	NOUN
fbem-410	124	26	of	of	ADP
fbem-410	124	27	the	the	DET
fbem-410	124	28	supply	supply	NOUN
fbem-410	124	29	chain	chain	NOUN
fbem-410	124	30	,	,	PUNCT
fbem-410	124	31	it	it	PRON
fbem-410	124	32	is	be	AUX
fbem-410	124	33	necessary	necessary	ADJ
fbem-410	124	34	to	to	PART
fbem-410	124	35	monitor	monitor	VERB
fbem-410	124	36	and	and	CCONJ
fbem-410	124	37	analyze	analyze	VERB
fbem-410	124	38	the	the	DET
fbem-410	124	39	unbalanced	unbalanced	ADJ
fbem-410	124	40	data	datum	NOUN
fbem-410	124	41	generated	generate	VERB
fbem-410	124	42	in	in	ADP
fbem-410	124	43	the	the	DET
fbem-410	124	44	logistics	logistic	NOUN
fbem-410	124	45	link	link	NOUN
fbem-410	124	46	,	,	PUNCT
fbem-410	124	47	mine	mine	VERB
fbem-410	124	48	the	the	DET
fbem-410	124	49	specific	specific	ADJ
fbem-410	124	50	information	information	NOUN
fbem-410	124	51	behind	behind	ADP
fbem-410	124	52	the	the	DET
fbem-410	124	53	data	datum	NOUN
fbem-410	124	54	,	,	PUNCT
fbem-410	124	55	and	and	CCONJ
fbem-410	124	56	adjust	adjust	VERB
fbem-410	124	57	and	and	CCONJ
fbem-410	124	58	optimize	optimize	VERB
fbem-410	124	59	the	the	DET
fbem-410	124	60	task	task	NOUN
fbem-410	124	61	priorities	priority	NOUN
fbem-410	124	62	of	of	ADP
fbem-410	124	63	the	the	DET
fbem-410	124	64	whole	whole	ADJ
fbem-410	124	65	cold	cold	ADJ
fbem-410	124	66	chain	chain	NOUN
fbem-410	124	67	,	,	PUNCT
fbem-410	124	68	such	such	ADJ
fbem-410	124	69	as	as	ADP
fbem-410	124	70	picking	picking	NOUN
fbem-410	124	71	,	,	PUNCT
fbem-410	124	72	circulation	circulation	NOUN
fbem-410	124	73	processing	processing	NOUN
fbem-410	124	74	,	,	PUNCT
fbem-410	124	75	transportation	transportation	NOUN
fbem-410	124	76	and	and	CCONJ
fbem-410	124	77	distribution	distribution	NOUN
fbem-410	124	78	.	.	PUNCT
fbem-410	125	1	so	so	ADV
fbem-410	125	2	as	as	SCONJ
fbem-410	125	3	to	to	PART
fbem-410	125	4	achieve	achieve	VERB
fbem-410	125	5	a	a	DET
fbem-410	125	6	more	more	ADV
fbem-410	125	7	efficient	efficient	ADJ
fbem-410	125	8	and	and	CCONJ
fbem-410	125	9	convenient	convenient	ADJ
fbem-410	125	10	cold	cold	ADJ
fbem-410	125	11	chain	chain	NOUN
fbem-410	125	12	logistics	logistic	NOUN
fbem-410	125	13	intelligent	intelligent	ADJ
fbem-410	125	14	decision	decision	NOUN
fbem-410	125	15	support	support	NOUN
fbem-410	125	16	system	system	NOUN
fbem-410	125	17	.	.	PUNCT
fbem-410	126	1	supply	supply	NOUN
fbem-410	126	2	chain	chain	NOUN
fbem-410	126	3	link	link	NOUN
fbem-410	126	4	needs	need	VERB
fbem-410	126	5	special	special	ADJ
fbem-410	126	6	attention	attention	NOUN
fbem-410	126	7	of	of	ADP
fbem-410	126	8	producers	producer	NOUN
fbem-410	126	9	,	,	PUNCT
fbem-410	126	10	transporters	transporter	NOUN
fbem-410	126	11	and	and	CCONJ
fbem-410	126	12	other	other	ADJ
fbem-410	126	13	variables	variable	NOUN
fbem-410	126	14	,	,	PUNCT
fbem-410	126	15	and	and	CCONJ
fbem-410	126	16	then	then	ADV
fbem-410	126	17	optimize	optimize	VERB
fbem-410	126	18	the	the	DET
fbem-410	126	19	uav	uav	PROPN
fbem-410	126	20	according	accord	VERB
fbem-410	126	21	to	to	ADP
fbem-410	126	22	the	the	DET
fbem-410	126	23	target	target	NOUN
fbem-410	126	24	task	task	NOUN
fbem-410	126	25	point	point	NOUN
fbem-410	126	26	priority	priority	NOUN
fbem-410	126	27	distribution	distribution	NOUN
fbem-410	126	28	to	to	ADP
fbem-410	126	29	the	the	DET
fbem-410	126	30	hands	hand	NOUN
fbem-410	126	31	of	of	ADP
fbem-410	126	32	customers	customer	NOUN
fbem-410	126	33	.	.	PUNCT
fbem-410	127	1	acknowledgment	acknowledgment	NOUN
fbem-410	127	2	.	.	PUNCT
fbem-410	128	1	in	in	ADP
fbem-410	128	2	the	the	DET
fbem-410	128	3	information	information	NOUN
fbem-410	128	4	society	society	NOUN
fbem-410	128	5	,	,	PUNCT
fbem-410	128	6	without	without	ADP
fbem-410	128	7	high	high	ADJ
fbem-410	128	8	-	-	PUNCT
fbem-410	128	9	quality	quality	NOUN
fbem-410	128	10	data	datum	NOUN
fbem-410	128	11	analysis	analysis	NOUN
fbem-410	128	12	and	and	CCONJ
fbem-410	128	13	application	application	NOUN
fbem-410	128	14	,	,	PUNCT
fbem-410	128	15	it	it	PRON
fbem-410	128	16	is	be	AUX
fbem-410	128	17	impossible	impossible	ADJ
fbem-410	128	18	to	to	PART
fbem-410	128	19	find	find	VERB
fbem-410	128	20	the	the	DET
fbem-410	128	21	real	real	ADJ
fbem-410	128	22	needs	need	NOUN
fbem-410	128	23	hidden	hide	VERB
fbem-410	128	24	in	in	ADP
fbem-410	128	25	big	big	ADJ
fbem-410	128	26	data	datum	NOUN
fbem-410	128	27	,	,	PUNCT
fbem-410	128	28	and	and	CCONJ
fbem-410	128	29	it	it	PRON
fbem-410	128	30	is	be	AUX
fbem-410	128	31	impossible	impossible	ADJ
fbem-410	128	32	to	to	PART
fbem-410	128	33	increase	increase	VERB
fbem-410	128	34	source	source	NOUN
fbem-410	128	35	and	and	CCONJ
fbem-410	128	36	reduce	reduce	VERB
fbem-410	128	37	expenditure	expenditure	NOUN
fbem-410	128	38	scientifically	scientifically	ADV
fbem-410	128	39	.	.	PUNCT
fbem-410	129	1	in	in	ADP
fbem-410	129	2	traditional	traditional	ADJ
fbem-410	129	3	cold	cold	ADJ
fbem-410	129	4	chain	chain	NOUN
fbem-410	129	5	logistics	logistic	NOUN
fbem-410	129	6	,	,	PUNCT
fbem-410	129	7	the	the	DET
fbem-410	129	8	real	real	ADJ
fbem-410	129	9	role	role	NOUN
fbem-410	129	10	of	of	ADP
fbem-410	129	11	data	datum	NOUN
fbem-410	129	12	is	be	AUX
fbem-410	129	13	not	not	PART
fbem-410	129	14	understood	understand	VERB
fbem-410	129	15	,	,	PUNCT
fbem-410	129	16	which	which	PRON
fbem-410	129	17	leads	lead	VERB
fbem-410	129	18	to	to	AUX
fbem-410	129	19	cost	cost	NOUN
fbem-410	129	20	increase	increase	NOUN
fbem-410	129	21	and	and	CCONJ
fbem-410	129	22	low	low	ADJ
fbem-410	129	23	efficiency	efficiency	NOUN
fbem-410	129	24	.	.	PUNCT
fbem-410	130	1	in	in	ADP
fbem-410	130	2	today	today	NOUN
fbem-410	130	3	's	's	PART
fbem-410	130	4	epidemic	epidemic	ADJ
fbem-410	130	5	situation	situation	NOUN
fbem-410	130	6	,	,	PUNCT
fbem-410	130	7	it	it	PRON
fbem-410	130	8	is	be	AUX
fbem-410	130	9	very	very	ADV
fbem-410	130	10	important	important	ADJ
fbem-410	130	11	to	to	PART
fbem-410	130	12	find	find	VERB
fbem-410	130	13	out	out	ADP
fbem-410	130	14	key	key	ADJ
fbem-410	130	15	indicators	indicator	NOUN
fbem-410	130	16	in	in	ADP
fbem-410	130	17	a	a	DET
fbem-410	130	18	large	large	ADJ
fbem-410	130	19	amount	amount	NOUN
fbem-410	130	20	of	of	ADP
fbem-410	130	21	data	datum	NOUN
fbem-410	130	22	in	in	ADP
fbem-410	130	23	a	a	DET
fbem-410	130	24	short	short	ADJ
fbem-410	130	25	period	period	NOUN
fbem-410	130	26	of	of	ADP
fbem-410	130	27	time	time	NOUN
fbem-410	130	28	,	,	PUNCT
fbem-410	130	29	and	and	CCONJ
fbem-410	130	30	evaluate	evaluate	VERB
fbem-410	130	31	the	the	DET
fbem-410	130	32	priority	priority	NOUN
fbem-410	130	33	of	of	ADP
fbem-410	130	34	key	key	ADJ
fbem-410	130	35	indicators	indicator	NOUN
fbem-410	130	36	.	.	PUNCT
fbem-410	131	1	secondly	secondly	ADV
fbem-410	131	2	,	,	PUNCT
fbem-410	131	3	it	it	PRON
fbem-410	131	4	is	be	AUX
fbem-410	131	5	also	also	ADV
fbem-410	131	6	of	of	ADP
fbem-410	131	7	great	great	ADJ
fbem-410	131	8	significance	significance	NOUN
fbem-410	131	9	to	to	PART
fbem-410	131	10	use	use	VERB
fbem-410	131	11	uav	uav	PROPN
fbem-410	131	12	delivery	delivery	NOUN
fbem-410	131	13	to	to	PART
fbem-410	131	14	optimize	optimize	VERB
fbem-410	131	15	the	the	DET
fbem-410	131	16	route	route	NOUN
fbem-410	131	17	and	and	CCONJ
fbem-410	131	18	reduce	reduce	VERB
fbem-410	131	19	costs	cost	NOUN
fbem-410	131	20	when	when	SCONJ
fbem-410	131	21	priority	priority	NOUN
fbem-410	131	22	is	be	AUX
fbem-410	131	23	considered	consider	VERB
fbem-410	131	24	.	.	PUNCT
fbem-410	132	1	references	reference	NOUN
fbem-410	132	2	[	[	X
fbem-410	132	3	1	1	X
fbem-410	132	4	]	]	X
fbem-410	132	5	mena	mena	PROPN
fbem-410	132	6	c	c	PROPN
fbem-410	132	7	,	,	PUNCT
fbem-410	132	8	terry	terry	PROPN
fbem-410	132	9	l	l	PROPN
fbem-410	132	10	a	a	PROPN
fbem-410	132	11	,	,	PUNCT
fbem-410	132	12	williams	williams	PROPN
fbem-410	132	13	a	a	PROPN
fbem-410	132	14	,	,	PUNCT
fbem-410	132	15	et	et	PROPN
fbem-410	132	16	al	al	PROPN
fbem-410	132	17	.	.	PROPN
fbem-410	132	18	causes	cause	NOUN
fbem-410	132	19	of	of	ADP
fbem-410	132	20	waste	waste	NOUN
fbem-410	132	21	across	across	ADP
fbem-410	132	22	multi	multi	ADJ
fbem-410	132	23	-	-	ADJ
fbem-410	132	24	tier	tier	ADJ
fbem-410	132	25	supply	supply	NOUN
fbem-410	132	26	networks	network	NOUN
fbem-410	132	27	:	:	PUNCT
fbem-410	132	28	cases	case	NOUN
fbem-410	132	29	in	in	ADP
fbem-410	132	30	the	the	DET
fbem-410	132	31	uk	uk	PROPN
fbem-410	132	32	food	food	NOUN
fbem-410	132	33	sector[j	sector[j	NOUN
fbem-410	132	34	]	]	PUNCT
fbem-410	132	35	.	.	PUNCT
fbem-410	133	1	international	international	ADJ
fbem-410	133	2	journal	journal	PROPN
fbem-410	133	3	of	of	ADP
fbem-410	133	4	production	production	NOUN
fbem-410	133	5	economics	economic	NOUN
fbem-410	133	6	,	,	PUNCT
fbem-410	133	7	2014	2014	NUM
fbem-410	133	8	,	,	PUNCT
fbem-410	133	9	152	152	NUM
fbem-410	133	10	:	:	SYM
fbem-410	133	11	144	144	NUM
fbem-410	133	12	-	-	SYM
fbem-410	133	13	158	158	NUM
fbem-410	133	14	.	.	PUNCT
fbem-410	134	1	[	[	X
fbem-410	134	2	2	2	X
fbem-410	134	3	]	]	PUNCT
fbem-410	134	4	kim	kim	PROPN
fbem-410	134	5	k	k	PROPN
fbem-410	134	6	,	,	PUNCT
fbem-410	134	7	kim	kim	PROPN
fbem-410	134	8	h	h	PROPN
fbem-410	134	9	,	,	PUNCT
fbem-410	134	10	kim	kim	PROPN
fbem-410	134	11	s	s	PART
fbem-410	134	12	k	k	PROPN
fbem-410	134	13	,	,	PUNCT
fbem-410	134	14	et	et	PROPN
fbem-410	134	15	al	al	PROPN
fbem-410	134	16	.	.	PUNCT
fbem-410	135	1	i	i	PROPN
fbem-410	135	2	-	-	PUNCT
fbem-410	135	3	rm	rm	PROPN
fbem-410	135	4	:	:	PUNCT
fbem-410	135	5	an	an	DET
fbem-410	135	6	intelligent	intelligent	ADJ
fbem-410	135	7	risk	risk	NOUN
fbem-410	135	8	management	management	NOUN
fbem-410	135	9	framework	framework	NOUN
fbem-410	135	10	for	for	ADP
fbem-410	135	11	context	context	NOUN
fbem-410	135	12	-	-	PUNCT
fbem-410	135	13	aware	aware	ADJ
fbem-410	135	14	ubiquitous	ubiquitous	ADJ
fbem-410	135	15	cold	cold	ADJ
fbem-410	135	16	chain	chain	NOUN
fbem-410	135	17	logistics[j	logistics[j	PROPN
fbem-410	135	18	]	]	PUNCT
fbem-410	135	19	.	.	PUNCT
fbem-410	136	1	expert	expert	NOUN
fbem-410	136	2	systems	system	NOUN
fbem-410	136	3	with	with	ADP
fbem-410	136	4	applications	application	NOUN
fbem-410	136	5	,	,	PUNCT
fbem-410	136	6	2016	2016	NUM
fbem-410	136	7	,	,	PUNCT
fbem-410	136	8	46	46	NUM
fbem-410	136	9	:	:	PUNCT
fbem-410	136	10	463	463	NUM
fbem-410	136	11	-	-	SYM
fbem-410	136	12	473	473	NUM
fbem-410	136	13	.	.	PUNCT
fbem-410	137	1	[	[	X
fbem-410	137	2	3	3	X
fbem-410	137	3	]	]	X
fbem-410	137	4	wang	wang	PROPN
fbem-410	137	5	l	l	PROPN
fbem-410	137	6	,	,	PUNCT
fbem-410	137	7	kwok	kwok	PROPN
fbem-410	137	8	s	s	PART
fbem-410	137	9	k	k	PROPN
fbem-410	137	10	,	,	PUNCT
fbem-410	137	11	ip	ip	PROPN
fbem-410	137	12	w	w	PROPN
fbem-410	137	13	h.	h.	PROPN
fbem-410	137	14	a	a	DET
fbem-410	137	15	radio	radio	NOUN
fbem-410	137	16	frequency	frequency	NOUN
fbem-410	137	17	identification	identification	NOUN
fbem-410	137	18	and	and	CCONJ
fbem-410	137	19	sensor	sensor	NOUN
fbem-410	137	20	-	-	PUNCT
fbem-410	137	21	based	base	VERB
fbem-410	137	22	system	system	NOUN
fbem-410	137	23	for	for	ADP
fbem-410	137	24	the	the	DET
fbem-410	137	25	transportation	transportation	NOUN
fbem-410	137	26	of	of	ADP
fbem-410	137	27	food[j	food[j	NOUN
fbem-410	137	28	]	]	PUNCT
fbem-410	137	29	.	.	PUNCT
fbem-410	138	1	journal	journal	PROPN
fbem-410	138	2	of	of	ADP
fbem-410	138	3	food	food	NOUN
fbem-410	138	4	engineering	engineering	NOUN
fbem-410	138	5	,	,	PUNCT
fbem-410	138	6	2010	2010	NUM
fbem-410	138	7	,	,	PUNCT
fbem-410	138	8	101(1	101(1	NUM
fbem-410	138	9	):	):	PUNCT
fbem-410	138	10	120	120	NUM
fbem-410	138	11	-	-	SYM
fbem-410	138	12	129	129	NUM
fbem-410	138	13	.	.	PUNCT
fbem-410	139	1	[	[	X
fbem-410	139	2	4	4	X
fbem-410	139	3	]	]	X
fbem-410	139	4	albrecht	albrecht	PROPN
fbem-410	139	5	a	a	PRON
fbem-410	139	6	,	,	PUNCT
fbem-410	139	7	ibald	ibald	ADJ
fbem-410	139	8	r	r	NOUN
fbem-410	139	9	,	,	PUNCT
fbem-410	139	10	raab	raab	NOUN
fbem-410	139	11	v	v	NOUN
fbem-410	139	12	,	,	PUNCT
fbem-410	139	13	et	et	PROPN
fbem-410	139	14	al	al	PROPN
fbem-410	139	15	.	.	PUNCT
fbem-410	139	16	implementation	implementation	NOUN
fbem-410	139	17	of	of	ADP
fbem-410	139	18	time	time	NOUN
fbem-410	139	19	temperature	temperature	NOUN
fbem-410	139	20	indicators	indicator	NOUN
fbem-410	139	21	to	to	PART
fbem-410	139	22	improve	improve	VERB
fbem-410	139	23	temperature	temperature	NOUN
fbem-410	139	24	monitoring	monitoring	NOUN
fbem-410	139	25	and	and	CCONJ
fbem-410	139	26	support	support	VERB
fbem-410	139	27	dynamic	dynamic	ADJ
fbem-410	139	28	shelf	shelf	NOUN
fbem-410	139	29	life	life	NOUN
fbem-410	139	30	in	in	ADP
fbem-410	139	31	meat	meat	NOUN
fbem-410	139	32	supply	supply	NOUN
fbem-410	139	33	chains[j	chains[j	PROPN
fbem-410	139	34	]	]	PUNCT
fbem-410	139	35	.	.	PUNCT
fbem-410	140	1	journal	journal	PROPN
fbem-410	140	2	of	of	ADP
fbem-410	140	3	packaging	packaging	NOUN
fbem-410	140	4	technology	technology	NOUN
fbem-410	140	5	and	and	CCONJ
fbem-410	140	6	research	research	NOUN
fbem-410	140	7	,	,	PUNCT
fbem-410	140	8	2020	2020	NUM
fbem-410	140	9	,	,	PUNCT
fbem-410	140	10	4(1	4(1	NOUN
fbem-410	140	11	):	):	PUNCT
fbem-410	140	12	23	23	NUM
fbem-410	140	13	-	-	SYM
fbem-410	140	14	32	32	NUM
fbem-410	140	15	.	.	PUNCT
fbem-410	141	1	[	[	X
fbem-410	141	2	5	5	NUM
fbem-410	141	3	]	]	X
fbem-410	141	4	kramar	kramar	PROPN
fbem-410	141	5	v	v	PROPN
fbem-410	141	6	,	,	PUNCT
fbem-410	141	7	määttä	määttä	PROPN
fbem-410	141	8	h	h	NOUN
fbem-410	141	9	,	,	PUNCT
fbem-410	141	10	hinkula	hinkula	VERB
fbem-410	141	11	h	h	NOUN
fbem-410	141	12	,	,	PUNCT
fbem-410	141	13	et	et	PROPN
fbem-410	141	14	al	al	PROPN
fbem-410	141	15	.	.	PROPN
fbem-410	141	16	smart	smart	ADJ
fbem-410	141	17	-	-	PUNCT
fbem-410	141	18	fish	fish	NOUN
fbem-410	141	19	system	system	NOUN
fbem-410	141	20	for	for	ADP
fbem-410	141	21	fresh	fresh	ADJ
fbem-410	141	22	fish	fish	NOUN
fbem-410	141	23	cold	cold	ADJ
fbem-410	141	24	chain	chain	NOUN
fbem-410	141	25	transportation	transportation	NOUN
fbem-410	141	26	—	—	PUNCT
fbem-410	141	27	overall	overall	ADJ
fbem-410	141	28	approach	approach	NOUN
fbem-410	141	29	and	and	CCONJ
fbem-410	141	30	selection	selection	NOUN
fbem-410	141	31	of	of	ADP
fbem-410	141	32	sensor	sensor	NOUN
fbem-410	141	33	materials[c]//2017	materials[c]//2017	NUM
fbem-410	141	34	21st	21st	ADJ
fbem-410	141	35	conference	conference	NOUN
fbem-410	141	36	of	of	ADP
fbem-410	141	37	open	open	ADJ
fbem-410	141	38	innovations	innovation	NOUN
fbem-410	141	39	association	association	NOUN
fbem-410	141	40	(	(	PUNCT
fbem-410	141	41	fruct	fruct	PROPN
fbem-410	141	42	)	)	PUNCT
fbem-410	141	43	.	.	PUNCT
fbem-410	142	1	ieee	ieee	NOUN
fbem-410	142	2	,	,	PUNCT
fbem-410	142	3	2017	2017	NUM
fbem-410	142	4	:	:	PUNCT
fbem-410	142	5	202	202	NUM
fbem-410	142	6	-	-	SYM
fbem-410	142	7	209	209	NUM
fbem-410	142	8	.	.	PUNCT
fbem-410	143	1	[	[	X
fbem-410	143	2	6	6	NUM
fbem-410	143	3	]	]	X
fbem-410	143	4	blackburn	blackburn	PROPN
fbem-410	143	5	j	j	PROPN
fbem-410	143	6	,	,	PUNCT
fbem-410	143	7	scudder	scudder	PROPN
fbem-410	143	8	g.	g.	PROPN
fbem-410	143	9	supply	supply	PROPN
fbem-410	143	10	chain	chain	NOUN
fbem-410	143	11	strategies	strategy	NOUN
fbem-410	143	12	for	for	ADP
fbem-410	143	13	perishable	perishable	ADJ
fbem-410	143	14	products	product	NOUN
fbem-410	143	15	:	:	PUNCT
fbem-410	143	16	the	the	DET
fbem-410	143	17	case	case	NOUN
fbem-410	143	18	of	of	ADP
fbem-410	143	19	fresh	fresh	ADJ
fbem-410	143	20	produce[j	produce[j	NOUN
fbem-410	143	21	]	]	PUNCT
fbem-410	143	22	.	.	PUNCT
fbem-410	144	1	production	production	NOUN
fbem-410	144	2	and	and	CCONJ
fbem-410	144	3	operations	operation	NOUN
fbem-410	144	4	management	management	NOUN
fbem-410	144	5	,	,	PUNCT
fbem-410	144	6	2009	2009	NUM
fbem-410	144	7	,	,	PUNCT
fbem-410	144	8	18(2	18(2	NUM
fbem-410	144	9	):	):	PUNCT
fbem-410	144	10	129	129	NUM
fbem-410	144	11	-	-	SYM
fbem-410	144	12	137	137	NUM
fbem-410	144	13	.	.	PUNCT
fbem-410	145	1	[	[	X
fbem-410	145	2	7	7	X
fbem-410	145	3	]	]	X
fbem-410	145	4	giannakourou	giannakourou	ADJ
fbem-410	145	5	m	m	NOUN
fbem-410	145	6	c	c	NOUN
fbem-410	145	7	,	,	PUNCT
fbem-410	145	8	taoukis	taouki	VERB
fbem-410	145	9	p	p	PROPN
fbem-410	145	10	s.	s.	PROPN
fbem-410	145	11	application	application	NOUN
fbem-410	145	12	of	of	ADP
fbem-410	145	13	a	a	DET
fbem-410	145	14	tti‐based	tti‐base	VERB
fbem-410	145	15	distribution	distribution	NOUN
fbem-410	145	16	management	management	NOUN
fbem-410	145	17	system	system	NOUN
fbem-410	145	18	for	for	ADP
fbem-410	145	19	quality	quality	NOUN
fbem-410	145	20	optimization	optimization	NOUN
fbem-410	145	21	of	of	ADP
fbem-410	145	22	frozen	frozen	ADJ
fbem-410	145	23	vegetables	vegetable	NOUN
fbem-410	145	24	at	at	ADP
fbem-410	145	25	the	the	DET
fbem-410	145	26	consumer	consumer	NOUN
fbem-410	145	27	end[j	end[j	NOUN
fbem-410	145	28	]	]	PUNCT
fbem-410	145	29	.	.	PUNCT
fbem-410	146	1	journal	journal	PROPN
fbem-410	146	2	of	of	ADP
fbem-410	146	3	food	food	NOUN
fbem-410	146	4	science	science	NOUN
fbem-410	146	5	,	,	PUNCT
fbem-410	146	6	2003	2003	NUM
fbem-410	146	7	,	,	PUNCT
fbem-410	146	8	68(1	68(1	NOUN
fbem-410	146	9	):	):	PUNCT
fbem-410	146	10	201	201	NUM
fbem-410	146	11	-	-	SYM
fbem-410	146	12	209	209	NUM
fbem-410	146	13	.	.	PUNCT
fbem-410	147	1	[	[	X
fbem-410	147	2	8	8	NUM
fbem-410	147	3	]	]	X
fbem-410	147	4	zhao	zhao	PROPN
fbem-410	147	5	y	y	PROPN
fbem-410	147	6	,	,	PUNCT
fbem-410	147	7	zhang	zhang	PROPN
fbem-410	147	8	x	x	PROPN
fbem-410	147	9	,	,	PUNCT
fbem-410	147	10	xu	xu	PROPN
fbem-410	147	11	x.	x.	NOUN
fbem-410	147	12	application	application	NOUN
fbem-410	147	13	and	and	CCONJ
fbem-410	147	14	research	research	NOUN
fbem-410	147	15	progress	progress	NOUN
fbem-410	147	16	of	of	ADP
fbem-410	147	17	cold	cold	ADJ
fbem-410	147	18	storage	storage	NOUN
fbem-410	147	19	technology	technology	NOUN
fbem-410	147	20	in	in	ADP
fbem-410	147	21	cold	cold	ADJ
fbem-410	147	22	chain	chain	NOUN
fbem-410	147	23	transportation	transportation	NOUN
fbem-410	147	24	and	and	CCONJ
fbem-410	147	25	distribution[j	distribution[j	NOUN
fbem-410	147	26	]	]	PUNCT
fbem-410	147	27	.	.	PUNCT
fbem-410	148	1	journal	journal	PROPN
fbem-410	148	2	of	of	ADP
fbem-410	148	3	thermal	thermal	ADJ
fbem-410	148	4	analysis	analysis	NOUN
fbem-410	148	5	and	and	CCONJ
fbem-410	148	6	calorimetry	calorimetry	NOUN
fbem-410	148	7	,	,	PUNCT
fbem-410	148	8	2020	2020	NUM
fbem-410	148	9	,	,	PUNCT
fbem-410	148	10	139(2	139(2	NUM
fbem-410	148	11	):	):	PUNCT
fbem-410	148	12	1419	1419	NUM
fbem-410	148	13	-	-	SYM
fbem-410	148	14	1434	1434	NUM
fbem-410	148	15	.	.	PUNCT
fbem-410	149	1	[	[	X
fbem-410	149	2	9	9	NUM
fbem-410	149	3	]	]	PUNCT
fbem-410	149	4	qi	qi	PROPN
fbem-410	149	5	l	l	PROPN
fbem-410	149	6	,	,	PUNCT
fbem-410	149	7	xu	xu	PROPN
fbem-410	149	8	m	m	PROPN
fbem-410	149	9	,	,	PUNCT
fbem-410	149	10	fu	fu	PROPN
fbem-410	149	11	z	z	PROPN
fbem-410	149	12	,	,	PUNCT
fbem-410	149	13	et	et	PROPN
fbem-410	149	14	al	al	PROPN
fbem-410	149	15	.	.	PROPN
fbem-410	149	16	c2slds	c2sld	VERB
fbem-410	149	17	:	:	PUNCT
fbem-410	149	18	a	a	DET
fbem-410	149	19	wsn	wsn	NOUN
fbem-410	149	20	-	-	PUNCT
fbem-410	149	21	based	base	VERB
fbem-410	149	22	perishable	perishable	ADJ
fbem-410	149	23	food	food	NOUN
fbem-410	149	24	shelf	shelf	NOUN
fbem-410	149	25	-	-	PUNCT
fbem-410	149	26	life	life	NOUN
fbem-410	149	27	prediction	prediction	NOUN
fbem-410	149	28	and	and	CCONJ
fbem-410	149	29	lsfo	lsfo	NOUN
fbem-410	149	30	strategy	strategy	NOUN
fbem-410	149	31	decision	decision	NOUN
fbem-410	149	32	support	support	NOUN
fbem-410	149	33	system	system	NOUN
fbem-410	149	34	in	in	ADP
fbem-410	149	35	cold	cold	ADJ
fbem-410	149	36	chain	chain	NOUN
fbem-410	149	37	logistics[j	logistics[j	PROPN
fbem-410	149	38	]	]	PUNCT
fbem-410	149	39	.	.	PUNCT
fbem-410	150	1	food	food	NOUN
fbem-410	150	2	control	control	PROPN
fbem-410	150	3	,	,	PUNCT
fbem-410	150	4	2014	2014	NUM
fbem-410	150	5	,	,	PUNCT
fbem-410	150	6	38	38	NUM
fbem-410	150	7	:	:	SYM
fbem-410	150	8	1929	1929	NUM
fbem-410	150	9	.	.	PUNCT
fbem-410	151	1	[	[	X
fbem-410	151	2	10	10	NUM
fbem-410	151	3	]	]	X
fbem-410	151	4	chen	chen	PROPN
fbem-410	151	5	y	y	PROPN
fbem-410	151	6	,	,	PUNCT
fbem-410	151	7	wu	wu	PROPN
fbem-410	151	8	q	q	PROPN
fbem-410	151	9	,	,	PUNCT
fbem-410	151	10	shao	shao	PROPN
fbem-410	151	11	l.	l.	PROPN
fbem-410	151	12	urban	urban	ADJ
fbem-410	151	13	cold	cold	ADJ
fbem-410	151	14	-	-	PUNCT
fbem-410	151	15	chain	chain	NOUN
fbem-410	151	16	logistics	logistic	NOUN
fbem-410	151	17	demand	demand	NOUN
fbem-410	151	18	predicting	predict	VERB
fbem-410	151	19	model	model	NOUN
fbem-410	151	20	based	base	VERB
fbem-410	151	21	on	on	ADP
fbem-410	151	22	improved	improve	VERB
fbem-410	151	23	neural	neural	ADJ
fbem-410	151	24	network	network	NOUN
fbem-410	151	25	model[j	model[j	PROPN
fbem-410	151	26	]	]	X
fbem-410	151	27	.	.	PUNCT
fbem-410	152	1	international	international	ADJ
fbem-410	152	2	journal	journal	PROPN
fbem-410	152	3	of	of	ADP
fbem-410	152	4	metrology	metrology	NOUN
fbem-410	152	5	and	and	CCONJ
fbem-410	152	6	quality	quality	NOUN
fbem-410	152	7	engineering	engineering	NOUN
fbem-410	152	8	,	,	PUNCT
fbem-410	152	9	2020	2020	NUM
fbem-410	152	10	,	,	PUNCT
fbem-410	152	11	11	11	NUM
fbem-410	152	12	:	:	SYM
fbem-410	152	13	5	5	NUM
fbem-410	152	14	.	.	PUNCT
fbem-410	153	1	[	[	X
fbem-410	153	2	11	11	NUM
fbem-410	153	3	]	]	PUNCT
fbem-410	153	4	wang	wang	PROPN
fbem-410	153	5	j	j	PROPN
fbem-410	153	6	,	,	PUNCT
fbem-410	153	7	wang	wang	PROPN
fbem-410	153	8	h	h	PROPN
fbem-410	153	9	,	,	PUNCT
fbem-410	153	10	he	he	PRON
fbem-410	153	11	j	j	PROPN
fbem-410	153	12	,	,	PUNCT
fbem-410	153	13	et	et	PROPN
fbem-410	153	14	al	al	PROPN
fbem-410	153	15	.	.	PROPN
fbem-410	153	16	wireless	wireless	PROPN
fbem-410	153	17	sensor	sensor	NOUN
fbem-410	153	18	network	network	NOUN
fbem-410	153	19	for	for	ADP
fbem-410	153	20	realtime	realtime	ADJ
fbem-410	153	21	perishable	perishable	ADJ
fbem-410	153	22	food	food	NOUN
fbem-410	153	23	supply	supply	NOUN
fbem-410	153	24	chain	chain	VERB
fbem-410	153	25	management[j	management[j	NOUN
fbem-410	153	26	]	]	PUNCT
fbem-410	153	27	.	.	PUNCT
fbem-410	154	1	computers	computer	NOUN
fbem-410	154	2	and	and	CCONJ
fbem-410	154	3	electronics	electronic	NOUN
fbem-410	154	4	in	in	ADP
fbem-410	154	5	agriculture	agriculture	NOUN
fbem-410	154	6	,	,	PUNCT
fbem-410	154	7	2015	2015	NUM
fbem-410	154	8	,	,	PUNCT
fbem-410	154	9	110	110	NUM
fbem-410	154	10	:	:	SYM
fbem-410	154	11	196	196	NUM
fbem-410	154	12	-	-	SYM
fbem-410	154	13	207	207	NUM
fbem-410	154	14	.	.	PUNCT
fbem-410	155	1	[	[	X
fbem-410	155	2	12	12	NUM
fbem-410	155	3	]	]	X
fbem-410	155	4	shavarani	shavarani	PROPN
fbem-410	155	5	s	s	PROPN
fbem-410	155	6	m	m	PROPN
fbem-410	155	7	,	,	PUNCT
fbem-410	155	8	nejad	nejad	PROPN
fbem-410	155	9	m	m	VERB
fbem-410	155	10	g	g	PROPN
fbem-410	155	11	,	,	PUNCT
fbem-410	155	12	rismanchian	rismanchian	PROPN
fbem-410	155	13	f	f	NOUN
fbem-410	155	14	,	,	PUNCT
fbem-410	155	15	et	et	PROPN
fbem-410	155	16	al	al	PROPN
fbem-410	155	17	.	.	PUNCT
fbem-410	155	18	application	application	NOUN
fbem-410	155	19	of	of	ADP
fbem-410	155	20	hierarchical	hierarchical	ADJ
fbem-410	155	21	facility	facility	NOUN
fbem-410	155	22	location	location	NOUN
fbem-410	155	23	problem	problem	NOUN
fbem-410	155	24	for	for	ADP
fbem-410	155	25	optimization	optimization	NOUN
fbem-410	155	26	of	of	ADP
fbem-410	155	27	a	a	DET
fbem-410	155	28	drone	drone	NOUN
fbem-410	155	29	delivery	delivery	NOUN
fbem-410	155	30	system	system	NOUN
fbem-410	155	31	:	:	PUNCT
fbem-410	155	32	a	a	DET
fbem-410	155	33	case	case	NOUN
fbem-410	155	34	study	study	NOUN
fbem-410	155	35	of	of	ADP
fbem-410	155	36	amazon	amazon	PROPN
fbem-410	155	37	prime	prime	ADJ
fbem-410	155	38	air	air	NOUN
fbem-410	155	39	in	in	ADP
fbem-410	155	40	the	the	DET
fbem-410	155	41	city	city	NOUN
fbem-410	155	42	of	of	ADP
fbem-410	155	43	san	san	PROPN
fbem-410	155	44	francisco[j	francisco[j	PROPN
fbem-410	155	45	]	]	PUNCT
fbem-410	155	46	.	.	PUNCT
fbem-410	156	1	the	the	DET
fbem-410	156	2	international	international	ADJ
fbem-410	156	3	journal	journal	NOUN
fbem-410	156	4	of	of	ADP
fbem-410	156	5	advanced	advanced	ADJ
fbem-410	156	6	manufacturing	manufacturing	NOUN
fbem-410	156	7	technology	technology	NOUN
fbem-410	156	8	,	,	PUNCT
fbem-410	156	9	2018	2018	NUM
fbem-410	156	10	,	,	PUNCT
fbem-410	156	11	95(9	95(9	NUM
fbem-410	156	12	):	):	PUNCT
fbem-410	156	13	3141	3141	NUM
fbem-410	156	14	-	-	SYM
fbem-410	156	15	3153	3153	NUM
fbem-410	156	16	.	.	PUNCT
fbem-410	157	1	[	[	X
fbem-410	157	2	13	13	NUM
fbem-410	157	3	]	]	PUNCT
fbem-410	157	4	sathyan	sathyan	PROPN
fbem-410	157	5	a	a	PROPN
fbem-410	157	6	,	,	PUNCT
fbem-410	157	7	ernest	ernest	PROPN
fbem-410	157	8	n	n	PROPN
fbem-410	157	9	d	d	PROPN
fbem-410	157	10	,	,	PUNCT
fbem-410	157	11	cohen	cohen	PROPN
fbem-410	157	12	k.	k.	PROPN
fbem-410	158	1	an	an	DET
fbem-410	158	2	efficient	efficient	ADJ
fbem-410	158	3	genetic	genetic	ADJ
fbem-410	158	4	fuzzy	fuzzy	ADJ
fbem-410	158	5	approach	approach	NOUN
fbem-410	158	6	to	to	ADP
fbem-410	158	7	uav	uav	PROPN
fbem-410	158	8	swarm	swarm	PROPN
fbem-410	158	9	routing[j	routing[j	PROPN
fbem-410	158	10	]	]	PUNCT
fbem-410	158	11	.	.	PUNCT
fbem-410	159	1	unmanned	unmanned	ADJ
fbem-410	159	2	systems	system	NOUN
fbem-410	159	3	,	,	PUNCT
fbem-410	159	4	2016	2016	NUM
fbem-410	159	5	,	,	PUNCT
fbem-410	159	6	4(02	4(02	NUM
fbem-410	159	7	):	):	PUNCT
fbem-410	159	8	117	117	NUM
fbem-410	159	9	-	-	SYM
fbem-410	159	10	127	127	NUM
fbem-410	159	11	.	.	PUNCT
fbem-410	160	1	[	[	X
fbem-410	160	2	14	14	NUM
fbem-410	160	3	]	]	PUNCT
fbem-410	160	4	sathyan	sathyan	PROPN
fbem-410	160	5	a	a	PROPN
fbem-410	160	6	,	,	PUNCT
fbem-410	160	7	boone	boone	PROPN
fbem-410	160	8	n	n	CCONJ
fbem-410	160	9	,	,	PUNCT
fbem-410	160	10	cohen	cohen	PROPN
fbem-410	160	11	k.	k.	PROPN
fbem-410	160	12	comparison	comparison	PROPN
fbem-410	160	13	of	of	ADP
fbem-410	160	14	approximate	approximate	ADJ
fbem-410	160	15	approaches	approach	NOUN
fbem-410	160	16	to	to	ADP
fbem-410	160	17	solving	solve	VERB
fbem-410	160	18	the	the	DET
fbem-410	160	19	travelling	travel	VERB
fbem-410	160	20	salesman	salesman	NOUN
fbem-410	160	21	problem	problem	NOUN
fbem-410	160	22	and	and	CCONJ
fbem-410	160	23	its	its	PRON
fbem-410	160	24	application	application	NOUN
fbem-410	160	25	to	to	ADP
fbem-410	160	26	uav	uav	PROPN
fbem-410	160	27	swarming[j	swarming[j	PROPN
fbem-410	160	28	]	]	PUNCT
fbem-410	160	29	.	.	PUNCT
fbem-410	161	1	international	international	ADJ
fbem-410	161	2	journal	journal	PROPN
fbem-410	161	3	of	of	ADP
fbem-410	161	4	unmanned	unmanned	ADJ
fbem-410	161	5	systems	system	NOUN
fbem-410	161	6	engineering	engineering	NOUN
fbem-410	161	7	,	,	PUNCT
fbem-410	161	8	2015	2015	NUM
fbem-410	161	9	,	,	PUNCT
fbem-410	161	10	3(1	3(1	NUM
fbem-410	161	11	):	):	PUNCT
fbem-410	161	12	1	1	NUM
fbem-410	161	13	.	.	PUNCT
fbem-410	162	1	[	[	X
fbem-410	162	2	15	15	NUM
fbem-410	162	3	]	]	X
fbem-410	162	4	singireddy	singireddy	NOUN
fbem-410	162	5	s	s	PROPN
fbem-410	162	6	r	r	NOUN
fbem-410	162	7	,	,	PUNCT
fbem-410	162	8	daim	daim	PROPN
fbem-410	162	9	t	t	PROPN
fbem-410	162	10	u.	u.	PROPN
fbem-410	162	11	technology	technology	PROPN
fbem-410	162	12	roadmap	roadmap	NOUN
fbem-410	162	13	:	:	PUNCT
fbem-410	162	14	drone	drone	NOUN
fbem-410	162	15	delivery	delivery	NOUN
fbem-410	162	16	–	–	PUNCT
fbem-410	162	17	amazon	amazon	NOUN
fbem-410	162	18	prime	prime	ADJ
fbem-410	162	19	air[m	air[m	PROPN
fbem-410	162	20	]	]	PUNCT
fbem-410	162	21	.	.	PUNCT
fbem-410	163	1	infrastructure	infrastructure	NOUN
fbem-410	163	2	and	and	CCONJ
fbem-410	163	3	technology	technology	NOUN
fbem-410	163	4	management	management	NOUN
fbem-410	163	5	.	.	PUNCT
fbem-410	164	1	cham	cham	PROPN
fbem-410	164	2	:	:	PUNCT
fbem-410	164	3	springer	springer	NOUN
fbem-410	164	4	,	,	PUNCT
fbem-410	164	5	2018	2018	NUM
fbem-410	164	6	:	:	PUNCT
fbem-410	164	7	387	387	NUM
fbem-410	164	8	-	-	SYM
fbem-410	164	9	412	412	NUM
fbem-410	164	10	.	.	PUNCT
fbem-410	165	1	[	[	X
fbem-410	165	2	16	16	NUM
fbem-410	165	3	]	]	X
fbem-410	165	4	wang	wang	PROPN
fbem-410	165	5	d	d	PROPN
fbem-410	165	6	,	,	PUNCT
fbem-410	165	7	hu	hu	PROPN
fbem-410	166	1	p	p	X
fbem-410	166	2	,	,	PUNCT
fbem-410	166	3	du	du	PROPN
fbem-410	166	4	j	j	PROPN
fbem-410	166	5	,	,	PUNCT
fbem-410	166	6	et	et	PROPN
fbem-410	166	7	al	al	PROPN
fbem-410	166	8	.	.	PUNCT
fbem-410	166	9	routing	routing	NOUN
fbem-410	166	10	and	and	CCONJ
fbem-410	166	11	scheduling	scheduling	NOUN
fbem-410	166	12	for	for	ADP
fbem-410	166	13	hybrid	hybrid	ADJ
fbem-410	166	14	truck	truck	NOUN
fbem-410	166	15	-	-	PUNCT
fbem-410	166	16	drone	drone	NOUN
fbem-410	166	17	collaborative	collaborative	ADJ
fbem-410	166	18	parcel	parcel	NOUN
fbem-410	166	19	delivery	delivery	NOUN
fbem-410	166	20	with	with	ADP
fbem-410	166	21	independent	independent	ADJ
fbem-410	166	22	and	and	CCONJ
fbem-410	166	23	truck	truck	NOUN
fbem-410	166	24	-	-	PUNCT
fbem-410	166	25	carried	carry	VERB
fbem-410	166	26	drones[j	drones[j	NOUN
fbem-410	166	27	]	]	PUNCT
fbem-410	166	28	.	.	PUNCT
fbem-410	167	1	ieee	ieee	PROPN
fbem-410	167	2	internet	internet	NOUN
fbem-410	167	3	of	of	ADP
fbem-410	167	4	things	thing	NOUN
fbem-410	167	5	journal	journal	NOUN
fbem-410	167	6	,	,	PUNCT
fbem-410	167	7	2019	2019	NUM
fbem-410	167	8	,	,	PUNCT
fbem-410	167	9	6(6	6(6	NUM
fbem-410	167	10	):	):	PUNCT
fbem-410	167	11	10483	10483	NUM
fbem-410	167	12	-	-	SYM
fbem-410	167	13	10495	10495	NUM
fbem-410	167	14	.	.	PUNCT
fbem-410	168	1	[	[	X
fbem-410	168	2	17	17	NUM
fbem-410	168	3	]	]	PUNCT
fbem-410	168	4	rash	rash	ADJ
fbem-410	168	5	w.	w.	NOUN
fbem-410	168	6	ups	up	NOUN
fbem-410	168	7	tests	test	VERB
fbem-410	168	8	delivery	delivery	NOUN
fbem-410	168	9	trucks	truck	NOUN
fbem-410	168	10	equipped	equip	VERB
fbem-410	168	11	with	with	ADP
fbem-410	168	12	drones	drone	NOUN
fbem-410	168	13	as	as	ADP
fbem-410	168	14	efficiency	efficiency	NOUN
fbem-410	168	15	booster	booster	NOUN
fbem-410	168	16	[	[	X
fbem-410	168	17	m	m	X
fbem-410	168	18	]	]	X
fbem-410	168	19	.	.	PUNCT
fbem-410	169	1	retrieved	retrieve	VERB
fbem-410	169	2	from	from	ADP
fbem-410	169	3	eweek	eweek	NOUN
fbem-410	169	4	:	:	PUNCT
fbem-410	170	1	http://www	http://www	PROPN
fbem-410	170	2	.	.	PUNCT
fbem-410	170	3	eweek	eweek	PROPN
fbem-410	170	4	.	.	PUNCT
fbem-410	170	5	com	com	NOUN
fbem-410	170	6	/	/	SYM
fbem-410	170	7	mobile	mobile	ADJ
fbem-410	170	8	/	/	SYM
fbem-410	170	9	ups	up	NOUN
fbem-410	170	10	-	-	PUNCT
fbem-410	170	11	testsdelivery	testsdelivery	NOUN
fbem-410	170	12	-	-	PUNCT
fbem-410	170	13	trucks	truck	NOUN
fbem-410	170	14	…	…	PUNCT
fbem-410	170	15	.	.	PROPN
fbem-410	170	16	2017	2017	NUM
fbem-410	170	17	.	.	PUNCT
fbem-410	171	1	[	[	X
fbem-410	171	2	18	18	NUM
fbem-410	171	3	]	]	X
fbem-410	171	4	han	han	PROPN
fbem-410	171	5	h	h	PROPN
fbem-410	171	6	,	,	PUNCT
fbem-410	171	7	wang	wang	PROPN
fbem-410	171	8	w	w	PROPN
fbem-410	171	9	y	y	PROPN
fbem-410	171	10	,	,	PUNCT
fbem-410	171	11	mao	mao	PROPN
fbem-410	172	1	b	b	PROPN
fbem-410	172	2	h.	h.	PROPN
fbem-410	172	3	borderline	borderline	PROPN
fbem-410	172	4	-	-	PUNCT
fbem-410	172	5	smote	smote	ADJ
fbem-410	172	6	:	:	PUNCT
fbem-410	172	7	a	a	DET
fbem-410	172	8	new	new	ADJ
fbem-410	172	9	oversampling	oversampling	ADJ
fbem-410	172	10	method	method	NOUN
fbem-410	172	11	in	in	ADP
fbem-410	172	12	imbalanced	imbalanced	ADJ
fbem-410	172	13	data	datum	NOUN
fbem-410	172	14	sets	set	VERB
fbem-410	172	15	learning[c]//international	learning[c]//international	PROPN
fbem-410	172	16	conference	conference	NOUN
fbem-410	172	17	on	on	ADP
fbem-410	172	18	intelligent	intelligent	ADJ
fbem-410	172	19	computing	computing	NOUN
fbem-410	172	20	.	.	PUNCT
fbem-410	173	1	springer	springer	PROPN
fbem-410	173	2	,	,	PUNCT
fbem-410	173	3	berlin	berlin	PROPN
fbem-410	173	4	,	,	PUNCT
fbem-410	173	5	heidelberg	heidelberg	PROPN
fbem-410	173	6	,	,	PUNCT
fbem-410	173	7	2005	2005	NUM
fbem-410	173	8	:	:	PUNCT
fbem-410	173	9	878	878	NUM
fbem-410	173	10	-	-	SYM
fbem-410	173	11	887	887	NUM
fbem-410	173	12	.	.	PUNCT
fbem-410	174	1	[	[	X
fbem-410	174	2	19	19	NUM
fbem-410	174	3	]	]	X
fbem-410	174	4	chen	chen	PROPN
fbem-410	174	5	y	y	PROPN
fbem-410	174	6	,	,	PUNCT
fbem-410	174	7	zhang	zhang	PROPN
fbem-410	174	8	r.	r.	PROPN
fbem-410	174	9	research	research	PROPN
fbem-410	174	10	on	on	ADP
fbem-410	174	11	credit	credit	NOUN
fbem-410	174	12	card	card	NOUN
fbem-410	174	13	default	default	NOUN
fbem-410	174	14	prediction	prediction	NOUN
fbem-410	174	15	based	base	VERB
fbem-410	174	16	on	on	ADP
fbem-410	174	17	k	k	PROPN
fbem-410	174	18	-	-	PUNCT
fbem-410	174	19	means	means	NOUN
fbem-410	174	20	smote	smote	ADJ
fbem-410	174	21	and	and	CCONJ
fbem-410	174	22	bp	bp	PROPN
fbem-410	174	23	neural	neural	PROPN
fbem-410	174	24	network[j	network[j	PROPN
fbem-410	174	25	]	]	PUNCT
fbem-410	174	26	.	.	PUNCT
fbem-410	175	1	complexity	complexity	NOUN
fbem-410	175	2	,	,	PUNCT
fbem-410	175	3	2021	2021	NUM
fbem-410	175	4	,	,	PUNCT
fbem-410	175	5	2021	2021	NUM
fbem-410	175	6	.	.	PUNCT
fbem-410	176	1	[	[	X
fbem-410	176	2	20	20	NUM
fbem-410	176	3	]	]	X
fbem-410	176	4	sun	sun	PROPN
fbem-410	176	5	j	j	PROPN
fbem-410	176	6	,	,	PUNCT
fbem-410	176	7	li	li	PROPN
fbem-410	176	8	h	h	PROPN
fbem-410	176	9	,	,	PUNCT
fbem-410	176	10	fujita	fujita	PROPN
fbem-410	176	11	h	h	PROPN
fbem-410	176	12	,	,	PUNCT
fbem-410	176	13	et	et	PROPN
fbem-410	176	14	al	al	PROPN
fbem-410	176	15	.	.	PUNCT
fbem-410	176	16	class	class	NOUN
fbem-410	176	17	-	-	PUNCT
fbem-410	176	18	imbalanced	imbalance	VERB
fbem-410	176	19	dynamic	dynamic	ADJ
fbem-410	176	20	financial	financial	ADJ
fbem-410	176	21	distress	distress	NOUN
fbem-410	176	22	prediction	prediction	NOUN
fbem-410	176	23	based	base	VERB
fbem-410	176	24	on	on	ADP
fbem-410	176	25	adaboost	adaboost	ADJ
fbem-410	176	26	-	-	PUNCT
fbem-410	176	27	svm	svm	NOUN
fbem-410	176	28	ensemble	ensemble	ADJ
fbem-410	176	29	combined	combine	VERB
fbem-410	176	30	with	with	ADP
fbem-410	176	31	smote	smote	ADJ
fbem-410	176	32	and	and	CCONJ
fbem-410	176	33	time	time	NOUN
fbem-410	176	34	weighting[j	weighting[j	PROPN
fbem-410	176	35	]	]	PUNCT
fbem-410	176	36	.	.	PUNCT
fbem-410	177	1	information	information	NOUN
fbem-410	177	2	fusion	fusion	NOUN
fbem-410	177	3	,	,	PUNCT
fbem-410	177	4	2020	2020	NUM
fbem-410	177	5	,	,	PUNCT
fbem-410	177	6	54	54	NUM
fbem-410	177	7	:	:	SYM
fbem-410	177	8	128	128	NUM
fbem-410	177	9	-	-	SYM
fbem-410	177	10	144	144	NUM
fbem-410	177	11	.	.	PUNCT
fbem-410	178	1	[	[	X
fbem-410	178	2	21	21	NUM
fbem-410	178	3	]	]	X
fbem-410	178	4	raghuwanshi	raghuwanshi	PROPN
fbem-410	178	5	b	b	PROPN
fbem-410	178	6	s	s	PROPN
fbem-410	178	7	,	,	PUNCT
fbem-410	178	8	shukia	shukia	NOUN
fbem-410	178	9	s.	s.	PROPN
fbem-410	178	10	smote	smite	VERB
fbem-410	178	11	based	base	VERB
fbem-410	178	12	class	class	NOUN
fbem-410	178	13	-	-	PUNCT
fbem-410	178	14	specific	specific	ADJ
fbem-410	178	15	extreme	extreme	ADJ
fbem-410	178	16	learning	learning	NOUN
fbem-410	178	17	machine	machine	NOUN
fbem-410	178	18	for	for	ADP
fbem-410	178	19	imbalanced	imbalanced	ADJ
fbem-410	178	20	learning[j	learning[j	NOUN
fbem-410	178	21	]	]	PUNCT
fbem-410	178	22	.	.	PUNCT
fbem-410	179	1	knowledge	knowledge	NOUN
fbem-410	179	2	-	-	PUNCT
fbem-410	179	3	based	base	VERB
fbem-410	179	4	systems	system	NOUN
fbem-410	179	5	,	,	PUNCT
fbem-410	179	6	2020	2020	NUM
fbem-410	179	7	,	,	PUNCT
fbem-410	179	8	187	187	NUM
fbem-410	179	9	:	:	SYM
fbem-410	179	10	104814	104814	NUM
fbem-410	179	11	.	.	PUNCT
fbem-410	180	1	30	30	NUM
fbem-410	181	1	[	[	SYM
fbem-410	181	2	22	22	NUM
fbem-410	181	3	]	]	X
fbem-410	181	4	hyun	hyun	PROPN
fbem-410	181	5	c	c	PROPN
fbem-410	181	6	m	m	PROPN
fbem-410	181	7	,	,	PUNCT
fbem-410	181	8	kim	kim	PROPN
fbem-410	181	9	h	h	PROPN
fbem-410	181	10	p	p	PROPN
fbem-410	181	11	,	,	PUNCT
fbem-410	181	12	lee	lee	PROPN
fbem-410	181	13	s	s	PROPN
fbem-410	181	14	m	m	PROPN
fbem-410	181	15	,	,	PUNCT
fbem-410	181	16	et	et	PROPN
fbem-410	181	17	al	al	PROPN
fbem-410	181	18	.	.	PUNCT
fbem-410	182	1	deep	deep	ADJ
fbem-410	182	2	learning	learning	NOUN
fbem-410	182	3	for	for	ADP
fbem-410	182	4	undersampled	undersampled	ADJ
fbem-410	182	5	mri	mri	NOUN
fbem-410	182	6	reconstruction[j	reconstruction[j	PROPN
fbem-410	182	7	]	]	PUNCT
fbem-410	182	8	.	.	PUNCT
fbem-410	183	1	physics	physics	PROPN
fbem-410	183	2	in	in	ADP
fbem-410	183	3	medicine	medicine	PROPN
fbem-410	183	4	&	&	CCONJ
fbem-410	183	5	biology	biology	NOUN
fbem-410	183	6	,	,	PUNCT
fbem-410	183	7	2018	2018	NUM
fbem-410	183	8	,	,	PUNCT
fbem-410	183	9	63(13	63(13	NUM
fbem-410	183	10	):	):	PUNCT
fbem-410	183	11	135007	135007	NUM
fbem-410	183	12	.	.	PUNCT
fbem-410	184	1	[	[	X
fbem-410	184	2	23	23	NUM
fbem-410	184	3	]	]	SYM
fbem-410	184	4	erba	erba	PROPN
fbem-410	184	5	v	v	NOUN
fbem-410	184	6	,	,	PUNCT
fbem-410	184	7	gherardi	gherardi	NOUN
fbem-410	184	8	m	m	PROPN
fbem-410	184	9	,	,	PUNCT
fbem-410	184	10	rotondo	rotondo	PROPN
fbem-410	184	11	p.	p.	PROPN
fbem-410	184	12	intrinsic	intrinsic	ADJ
fbem-410	184	13	dimension	dimension	NOUN
fbem-410	184	14	estimation	estimation	NOUN
fbem-410	184	15	for	for	ADP
fbem-410	184	16	locally	locally	ADV
fbem-410	184	17	undersampled	undersampled	ADJ
fbem-410	184	18	data[j	data[j	NOUN
fbem-410	184	19	]	]	PUNCT
fbem-410	184	20	.	.	PUNCT
fbem-410	185	1	scientific	scientific	ADJ
fbem-410	185	2	reports	report	NOUN
fbem-410	185	3	,	,	PUNCT
fbem-410	185	4	2019	2019	NUM
fbem-410	185	5	,	,	PUNCT
fbem-410	185	6	9(1	9(1	NUM
fbem-410	185	7	):	):	PUNCT
fbem-410	185	8	1	1	NUM
fbem-410	185	9	-	-	SYM
fbem-410	185	10	9	9	NUM
fbem-410	185	11	.	.	PUNCT
fbem-410	186	1	[	[	X
fbem-410	186	2	24	24	NUM
fbem-410	186	3	]	]	X
fbem-410	186	4	wang	wang	PROPN
fbem-410	186	5	l	l	PROPN
fbem-410	186	6	,	,	PUNCT
fbem-410	186	7	han	han	PROPN
fbem-410	186	8	m	m	PROPN
fbem-410	186	9	,	,	PUNCT
fbem-410	186	10	li	li	PROPN
fbem-410	186	11	x	x	PROPN
fbem-410	186	12	,	,	PUNCT
fbem-410	186	13	et	et	PROPN
fbem-410	186	14	al	al	PROPN
fbem-410	186	15	.	.	PROPN
fbem-410	186	16	review	review	NOUN
fbem-410	186	17	of	of	ADP
fbem-410	186	18	classification	classification	NOUN
fbem-410	186	19	methods	method	NOUN
fbem-410	186	20	on	on	ADP
fbem-410	186	21	unbalanced	unbalanced	ADJ
fbem-410	186	22	data	datum	NOUN
fbem-410	186	23	sets[j	sets[j	PROPN
fbem-410	186	24	]	]	PUNCT
fbem-410	186	25	.	.	PUNCT
fbem-410	187	1	ieee	ieee	NOUN
fbem-410	187	2	access	access	NOUN
fbem-410	187	3	,	,	PUNCT
fbem-410	187	4	2021	2021	NUM
fbem-410	187	5	,	,	PUNCT
fbem-410	187	6	9	9	NUM
fbem-410	187	7	:	:	SYM
fbem-410	187	8	6460664628	6460664628	NUM
fbem-410	187	9	.	.	PUNCT
fbem-410	188	1	[	[	X
fbem-410	188	2	25	25	NUM
fbem-410	188	3	]	]	X
fbem-410	188	4	liang	liang	PROPN
fbem-410	188	5	x	x	PROPN
fbem-410	188	6	,	,	PUNCT
fbem-410	188	7	jiang	jiang	PROPN
fbem-410	188	8	a	a	PROPN
fbem-410	188	9	,	,	PUNCT
fbem-410	188	10	li	li	PROPN
fbem-410	188	11	t	t	PROPN
fbem-410	188	12	,	,	PUNCT
fbem-410	188	13	et	et	PROPN
fbem-410	188	14	al	al	PROPN
fbem-410	188	15	.	.	PUNCT
fbem-410	188	16	lr	lr	PROPN
fbem-410	188	17	-	-	PUNCT
fbem-410	188	18	smote	smote	ADJ
fbem-410	188	19	—	—	PUNCT
fbem-410	188	20	an	an	DET
fbem-410	188	21	improved	improve	VERB
fbem-410	188	22	unbalanced	unbalanced	ADJ
fbem-410	188	23	data	datum	NOUN
fbem-410	188	24	set	set	VERB
fbem-410	188	25	oversampling	oversampling	NOUN
fbem-410	188	26	based	base	VERB
fbem-410	188	27	on	on	ADP
fbem-410	188	28	k	k	NOUN
fbem-410	188	29	-	-	PUNCT
fbem-410	188	30	means	means	NOUN
fbem-410	188	31	and	and	CCONJ
fbem-410	188	32	svm[j	svm[j	NOUN
fbem-410	188	33	]	]	PUNCT
fbem-410	188	34	.	.	PUNCT
fbem-410	189	1	knowledge	knowledge	NOUN
fbem-410	189	2	-	-	PUNCT
fbem-410	189	3	based	base	VERB
fbem-410	189	4	systems	system	NOUN
fbem-410	189	5	,	,	PUNCT
fbem-410	189	6	2020	2020	NUM
fbem-410	189	7	,	,	PUNCT
fbem-410	189	8	196	196	NUM
fbem-410	189	9	:	:	SYM
fbem-410	189	10	105845	105845	NUM
fbem-410	189	11	.	.	PUNCT
fbem-410	190	1	[	[	X
fbem-410	190	2	26	26	NUM
fbem-410	190	3	]	]	X
fbem-410	190	4	zhang	zhang	PROPN
fbem-410	190	5	z	z	PROPN
fbem-410	190	6	,	,	PUNCT
fbem-410	190	7	romero	romero	PROPN
fbem-410	190	8	a	a	PRON
fbem-410	190	9	,	,	PUNCT
fbem-410	190	10	muckley	muckley	PROPN
fbem-410	190	11	m	m	PROPN
fbem-410	190	12	,	,	PUNCT
fbem-410	190	13	et	et	PROPN
fbem-410	190	14	al	al	PROPN
fbem-410	190	15	.	.	PUNCT
fbem-410	191	1	reducing	reduce	VERB
fbem-410	191	2	uncertainty	uncertainty	NOUN
fbem-410	191	3	in	in	ADP
fbem-410	191	4	undersampled	undersampled	ADJ
fbem-410	191	5	mri	mri	NOUN
fbem-410	191	6	reconstruction	reconstruction	NOUN
fbem-410	191	7	with	with	ADP
fbem-410	191	8	active	active	ADJ
fbem-410	191	9	acquisition[c]//	acquisition[c]//	PROPN
fbem-410	191	10	reducing	reduce	VERB
fbem-410	191	11	uncertainty	uncertainty	NOUN
fbem-410	191	12	in	in	ADP
fbem-410	191	13	undersampled	undersampled	ADJ
fbem-410	191	14	mri	mri	NOUN
fbem-410	191	15	reconstruction	reconstruction	NOUN
fbem-410	191	16	with	with	ADP
fbem-410	191	17	active	active	ADJ
fbem-410	191	18	acquisition	acquisition	NOUN
fbem-410	191	19	.	.	PUNCT
fbem-410	192	1	proceedings	proceeding	NOUN
fbem-410	192	2	of	of	ADP
fbem-410	192	3	the	the	DET
fbem-410	192	4	ieee	ieee	NOUN
fbem-410	192	5	/	/	SYM
fbem-410	192	6	cvf	cvf	NOUN
fbem-410	192	7	conference	conference	NOUN
fbem-410	192	8	on	on	ADP
fbem-410	192	9	computer	computer	NOUN
fbem-410	192	10	vision	vision	NOUN
fbem-410	192	11	and	and	CCONJ
fbem-410	192	12	pattern	pattern	NOUN
fbem-410	192	13	recognition	recognition	NOUN
fbem-410	192	14	.	.	PUNCT
fbem-410	193	1	2019	2019	NUM
fbem-410	193	2	:	:	PUNCT
fbem-410	193	3	2049	2049	NUM
fbem-410	193	4	-	-	SYM
fbem-410	193	5	2058	2058	NUM
fbem-410	193	6	.	.	PUNCT
fbem-410	194	1	[	[	X
fbem-410	194	2	27	27	NUM
fbem-410	194	3	]	]	X
fbem-410	194	4	gao	gao	PROPN
fbem-410	194	5	x	x	X
fbem-410	194	6	,	,	PUNCT
fbem-410	194	7	ren	ren	PROPN
fbem-410	194	8	b	b	PROPN
fbem-410	194	9	,	,	PUNCT
fbem-410	194	10	zhang	zhang	PROPN
fbem-410	194	11	h	h	PROPN
fbem-410	194	12	,	,	PUNCT
fbem-410	194	13	et	et	PROPN
fbem-410	194	14	al	al	PROPN
fbem-410	194	15	.	.	PUNCT
fbem-410	195	1	an	an	DET
fbem-410	195	2	ensemble	ensemble	ADJ
fbem-410	195	3	imbalanced	imbalanced	ADJ
fbem-410	195	4	classification	classification	NOUN
fbem-410	195	5	method	method	NOUN
fbem-410	195	6	based	base	VERB
fbem-410	195	7	on	on	ADP
fbem-410	195	8	model	model	ADJ
fbem-410	195	9	dynamic	dynamic	ADJ
fbem-410	195	10	selection	selection	NOUN
fbem-410	195	11	driven	drive	VERB
fbem-410	195	12	by	by	ADP
fbem-410	195	13	data	datum	NOUN
fbem-410	195	14	partition	partition	NOUN
fbem-410	195	15	hybrid	hybrid	NOUN
fbem-410	195	16	sampling[j	sampling[j	NOUN
fbem-410	195	17	]	]	PUNCT
fbem-410	195	18	.	.	PUNCT
fbem-410	196	1	expert	expert	NOUN
fbem-410	196	2	systems	system	NOUN
fbem-410	196	3	with	with	ADP
fbem-410	196	4	applications	application	NOUN
fbem-410	196	5	,	,	PUNCT
fbem-410	196	6	2020	2020	NUM
fbem-410	196	7	,	,	PUNCT
fbem-410	196	8	160	160	NUM
fbem-410	196	9	:	:	SYM
fbem-410	196	10	113660	113660	NUM
fbem-410	196	11	.	.	PUNCT
fbem-410	197	1	[	[	X
fbem-410	197	2	28	28	NUM
fbem-410	197	3	]	]	X
fbem-410	197	4	liu	liu	PROPN
fbem-410	197	5	c	c	PROPN
fbem-410	197	6	l	l	PROPN
fbem-410	197	7	,	,	PUNCT
fbem-410	197	8	chang	chang	PROPN
fbem-410	197	9	y	y	PROPN
fbem-410	197	10	h	h	PROPN
fbem-410	197	11	,	,	PUNCT
fbem-410	197	12	man	man	NOUN
fbem-410	197	13	,	,	PUNCT
fbem-410	197	14	,	,	PUNCT
fbem-410	197	15	systems	system	NOUN
fbem-410	197	16	c.	c.	NOUN
fbem-410	197	17	learning	learning	NOUN
fbem-410	197	18	from	from	ADP
fbem-410	197	19	imbalanced	imbalanced	ADJ
fbem-410	197	20	data	datum	NOUN
fbem-410	197	21	with	with	ADP
fbem-410	197	22	deep	deep	ADJ
fbem-410	197	23	density	density	NOUN
fbem-410	197	24	hybrid	hybrid	ADJ
fbem-410	197	25	sampling[j	sampling[j	NOUN
fbem-410	197	26	]	]	PUNCT
fbem-410	197	27	.	.	PUNCT
fbem-410	198	1	ieee	ieee	NOUN
fbem-410	198	2	transactions	transaction	NOUN
fbem-410	198	3	on	on	ADP
fbem-410	198	4	systems	system	NOUN
fbem-410	198	5	,	,	PUNCT
fbem-410	198	6	man	man	NOUN
fbem-410	198	7	,	,	PUNCT
fbem-410	198	8	and	and	CCONJ
fbem-410	198	9	cybernetics	cybernetic	NOUN
fbem-410	198	10	:	:	PUNCT
fbem-410	198	11	systems	system	NOUN
fbem-410	198	12	,	,	PUNCT
fbem-410	198	13	2022	2022	NUM
fbem-410	198	14	.	.	PUNCT
fbem-410	199	1	[	[	X
fbem-410	199	2	29	29	NUM
fbem-410	199	3	]	]	PUNCT
fbem-410	199	4	ahmed	ahmed	PROPN
fbem-410	199	5	f	f	PROPN
fbem-410	199	6	,	,	PUNCT
fbem-410	199	7	kilic	kilic	PROPN
fbem-410	199	8	k.	k.	PROPN
fbem-410	199	9	fuzzy	fuzzy	ADJ
fbem-410	199	10	analytic	analytic	ADJ
fbem-410	199	11	hierarchy	hierarchy	NOUN
fbem-410	199	12	process	process	NOUN
fbem-410	199	13	:	:	PUNCT
fbem-410	199	14	a	a	DET
fbem-410	199	15	performance	performance	NOUN
fbem-410	199	16	analysis	analysis	NOUN
fbem-410	199	17	of	of	ADP
fbem-410	199	18	various	various	ADJ
fbem-410	199	19	algorithms[j	algorithms[j	PROPN
fbem-410	199	20	]	]	X
fbem-410	199	21	.	.	PUNCT
fbem-410	200	1	fuzzy	fuzzy	ADJ
fbem-410	200	2	sets	set	NOUN
fbem-410	200	3	and	and	CCONJ
fbem-410	200	4	systems	system	NOUN
fbem-410	200	5	,	,	PUNCT
fbem-410	200	6	2019	2019	NUM
fbem-410	200	7	,	,	PUNCT
fbem-410	200	8	362	362	NUM
fbem-410	200	9	:	:	PUNCT
fbem-410	200	10	110	110	NUM
fbem-410	200	11	-	-	SYM
fbem-410	200	12	128	128	NUM
fbem-410	200	13	.	.	PUNCT
fbem-410	201	1	[	[	X
fbem-410	201	2	30	30	NUM
fbem-410	201	3	]	]	X
fbem-410	201	4	ahmed	ahmed	PROPN
fbem-410	201	5	z	z	PROPN
fbem-410	201	6	,	,	PUNCT
fbem-410	201	7	le	le	X
fbem-410	201	8	roux	roux	NOUN
fbem-410	201	9	n	n	CCONJ
fbem-410	201	10	,	,	PUNCT
fbem-410	201	11	norouzi	norouzi	NOUN
fbem-410	201	12	m	m	PROPN
fbem-410	201	13	,	,	PUNCT
fbem-410	201	14	et	et	PROPN
fbem-410	201	15	al	al	PROPN
fbem-410	201	16	.	.	PUNCT
fbem-410	202	1	understanding	understand	VERB
fbem-410	202	2	the	the	DET
fbem-410	202	3	impact	impact	NOUN
fbem-410	202	4	of	of	ADP
fbem-410	202	5	entropy	entropy	NOUN
fbem-410	202	6	on	on	ADP
fbem-410	202	7	policy	policy	NOUN
fbem-410	202	8	optimization[c]//international	optimization[c]//international	PROPN
fbem-410	202	9	conference	conference	NOUN
fbem-410	202	10	on	on	ADP
fbem-410	202	11	machine	machine	NOUN
fbem-410	202	12	learning	learning	NOUN
fbem-410	202	13	.	.	PUNCT
fbem-410	203	1	pmlr	pmlr	NOUN
fbem-410	203	2	,	,	PUNCT
fbem-410	203	3	2019	2019	NUM
fbem-410	203	4	:	:	PUNCT
fbem-410	203	5	151	151	NUM
fbem-410	203	6	-	-	SYM
fbem-410	203	7	160	160	NUM
fbem-410	203	8	.	.	PUNCT
fbem-410	204	1	[	[	X
fbem-410	204	2	31	31	NUM
fbem-410	204	3	]	]	X
fbem-410	204	4	wu	wu	PROPN
fbem-410	204	5	s	s	PROPN
fbem-410	204	6	x	x	NOUN
fbem-410	204	7	,	,	PUNCT
fbem-410	204	8	wai	wai	PROPN
fbem-410	204	9	h	h	PROPN
fbem-410	204	10	t	t	PROPN
fbem-410	204	11	,	,	PUNCT
fbem-410	204	12	li	li	PROPN
fbem-410	204	13	l	l	PROPN
fbem-410	204	14	,	,	PUNCT
fbem-410	204	15	et	et	PROPN
fbem-410	204	16	al	al	PROPN
fbem-410	204	17	.	.	PUNCT
fbem-410	205	1	a	a	DET
fbem-410	205	2	review	review	NOUN
fbem-410	205	3	of	of	ADP
fbem-410	205	4	distributed	distribute	VERB
fbem-410	205	5	algorithms	algorithm	NOUN
fbem-410	205	6	for	for	ADP
fbem-410	205	7	principal	principal	ADJ
fbem-410	205	8	component	component	NOUN
fbem-410	205	9	analysis[j	analysis[j	PROPN
fbem-410	205	10	]	]	PUNCT
fbem-410	205	11	.	.	PUNCT
fbem-410	206	1	proceedings	proceeding	NOUN
fbem-410	206	2	of	of	ADP
fbem-410	206	3	the	the	DET
fbem-410	206	4	ieee	ieee	NOUN
fbem-410	206	5	,	,	PUNCT
fbem-410	206	6	2018	2018	NUM
fbem-410	206	7	,	,	PUNCT
fbem-410	206	8	106(8	106(8	NUM
fbem-410	206	9	):	):	PUNCT
fbem-410	206	10	1321	1321	NUM
fbem-410	206	11	-	-	SYM
fbem-410	206	12	1340	1340	NUM
fbem-410	206	13	.	.	PUNCT
fbem-410	207	1	[	[	X
fbem-410	207	2	32	32	NUM
fbem-410	207	3	]	]	PUNCT
fbem-410	207	4	schreiber	schreiber	PROPN
fbem-410	207	5	j	j	PROPN
fbem-410	207	6	b.	b.	PROPN
fbem-410	207	7	issues	issue	NOUN
fbem-410	207	8	and	and	CCONJ
fbem-410	207	9	recommendations	recommendation	NOUN
fbem-410	207	10	for	for	ADP
fbem-410	207	11	exploratory	exploratory	ADJ
fbem-410	207	12	factor	factor	NOUN
fbem-410	207	13	analysis	analysis	NOUN
fbem-410	207	14	and	and	CCONJ
fbem-410	207	15	principal	principal	NOUN
fbem-410	207	16	component	component	NOUN
fbem-410	207	17	analysis[j	analysis[j	PROPN
fbem-410	207	18	]	]	PUNCT
fbem-410	207	19	.	.	PUNCT
fbem-410	208	1	research	research	NOUN
fbem-410	208	2	in	in	ADP
fbem-410	208	3	social	social	ADJ
fbem-410	208	4	and	and	CCONJ
fbem-410	208	5	administrative	administrative	ADJ
fbem-410	208	6	pharmacy	pharmacy	NOUN
fbem-410	208	7	,	,	PUNCT
fbem-410	208	8	2021	2021	NUM
fbem-410	208	9	,	,	PUNCT
fbem-410	208	10	17(5	17(5	NUM
fbem-410	208	11	):	):	PUNCT
fbem-410	208	12	10041011	10041011	NUM
fbem-410	208	13	.	.	PUNCT
fbem-410	209	1	[	[	X
fbem-410	209	2	33	33	NUM
fbem-410	209	3	]	]	X
fbem-410	209	4	wang	wang	PROPN
fbem-410	209	5	f	f	PROPN
fbem-410	209	6	,	,	PUNCT
fbem-410	209	7	lu	lu	PROPN
fbem-410	209	8	y	y	PROPN
fbem-410	209	9	,	,	PUNCT
fbem-410	209	10	li	li	PROPN
fbem-410	209	11	j	j	PROPN
fbem-410	209	12	,	,	PUNCT
fbem-410	209	13	et	et	PROPN
fbem-410	209	14	al	al	PROPN
fbem-410	209	15	.	.	PUNCT
fbem-410	209	16	evaluating	evaluate	VERB
fbem-410	209	17	environmentally	environmentally	ADV
fbem-410	209	18	sustainable	sustainable	ADJ
fbem-410	209	19	development	development	NOUN
fbem-410	209	20	based	base	VERB
fbem-410	209	21	on	on	ADP
fbem-410	209	22	the	the	DET
fbem-410	209	23	psr	psr	PROPN
fbem-410	209	24	framework	framework	NOUN
fbem-410	209	25	and	and	CCONJ
fbem-410	209	26	variable	variable	ADJ
fbem-410	209	27	weigh	weigh	NOUN
fbem-410	209	28	analytic	analytic	ADJ
fbem-410	209	29	hierarchy	hierarchy	NOUN
fbem-410	209	30	process[j	process[j	PROPN
fbem-410	209	31	]	]	PUNCT
fbem-410	209	32	.	.	PUNCT
fbem-410	210	1	international	international	ADJ
fbem-410	210	2	journal	journal	PROPN
fbem-410	210	3	of	of	ADP
fbem-410	210	4	environmental	environmental	ADJ
fbem-410	210	5	research	research	NOUN
fbem-410	210	6	and	and	CCONJ
fbem-410	210	7	public	public	ADJ
fbem-410	210	8	health	health	NOUN
fbem-410	210	9	,	,	PUNCT
fbem-410	210	10	2021	2021	NUM
fbem-410	210	11	,	,	PUNCT
fbem-410	210	12	18(6	18(6	NOUN
fbem-410	210	13	):	):	PUNCT
fbem-410	210	14	2836	2836	NUM
fbem-410	210	15	.	.	PUNCT
fbem-410	211	1	[	[	X
fbem-410	211	2	34	34	NUM
fbem-410	211	3	]	]	X
fbem-410	211	4	zhu	zhu	PROPN
fbem-410	211	5	y	y	PROPN
fbem-410	211	6	,	,	PUNCT
fbem-410	211	7	tian	tian	PROPN
fbem-410	211	8	d	d	PROPN
fbem-410	211	9	,	,	PUNCT
fbem-410	211	10	yan	yan	PROPN
fbem-410	211	11	f.	f.	PROPN
fbem-410	211	12	effectiveness	effectiveness	PROPN
fbem-410	211	13	of	of	ADP
fbem-410	211	14	entropy	entropy	PROPN
fbem-410	211	15	weight	weight	NOUN
fbem-410	211	16	method	method	NOUN
fbem-410	211	17	in	in	ADP
fbem-410	211	18	decision	decision	NOUN
fbem-410	211	19	-	-	PUNCT
fbem-410	211	20	making[j	making[j	NOUN
fbem-410	211	21	]	]	PUNCT
fbem-410	211	22	.	.	PUNCT
fbem-410	212	1	mathematical	mathematical	ADJ
fbem-410	212	2	problems	problem	NOUN
fbem-410	212	3	in	in	ADP
fbem-410	212	4	engineering	engineering	NOUN
fbem-410	212	5	,	,	PUNCT
fbem-410	212	6	2020	2020	NUM
fbem-410	212	7	,	,	PUNCT
fbem-410	212	8	2020	2020	NUM
fbem-410	212	9	.	.	PUNCT
fbem-410	213	1	[	[	X
fbem-410	213	2	35	35	NUM
fbem-410	213	3	]	]	X
fbem-410	213	4	gewers	gewer	NOUN
fbem-410	213	5	f	f	PROPN
fbem-410	213	6	l	l	PROPN
fbem-410	213	7	,	,	PUNCT
fbem-410	213	8	ferreira	ferreira	PROPN
fbem-410	213	9	g	g	PROPN
fbem-410	213	10	r	r	PROPN
fbem-410	213	11	,	,	PUNCT
fbem-410	213	12	arruda	arruda	PROPN
fbem-410	213	13	h	h	PROPN
fbem-410	213	14	f	f	PROPN
fbem-410	213	15	d	d	PROPN
fbem-410	213	16	,	,	PUNCT
fbem-410	213	17	et	et	PROPN
fbem-410	213	18	al	al	PROPN
fbem-410	213	19	.	.	PROPN
fbem-410	213	20	principal	principal	PROPN
fbem-410	213	21	component	component	NOUN
fbem-410	213	22	analysis	analysis	NOUN
fbem-410	213	23	:	:	PUNCT
fbem-410	213	24	a	a	DET
fbem-410	213	25	natural	natural	ADJ
fbem-410	213	26	approach	approach	NOUN
fbem-410	213	27	to	to	ADP
fbem-410	213	28	data	datum	NOUN
fbem-410	213	29	exploration[j	exploration[j	PROPN
fbem-410	213	30	]	]	PUNCT
fbem-410	213	31	.	.	PUNCT
fbem-410	213	32	acm	acm	PROPN
fbem-410	213	33	computing	computing	NOUN
fbem-410	213	34	surveys	survey	NOUN
fbem-410	213	35	(	(	PUNCT
fbem-410	213	36	csur	csur	NOUN
fbem-410	213	37	)	)	PUNCT
fbem-410	213	38	,	,	PUNCT
fbem-410	213	39	2021	2021	NUM
fbem-410	213	40	,	,	PUNCT
fbem-410	213	41	54(4	54(4	NUM
fbem-410	213	42	):	):	PUNCT
fbem-410	213	43	1	1	NUM
fbem-410	213	44	-	-	SYM
fbem-410	213	45	34	34	NUM
fbem-410	213	46	.	.	PUNCT
fbem-410	214	1	[	[	X
fbem-410	214	2	36	36	NUM
fbem-410	214	3	]	]	PUNCT
fbem-410	214	4	shrestha	shrestha	PROPN
fbem-410	214	5	n.	n.	PROPN
fbem-410	214	6	factor	factor	NOUN
fbem-410	214	7	analysis	analysis	NOUN
fbem-410	214	8	as	as	ADP
fbem-410	214	9	a	a	DET
fbem-410	214	10	tool	tool	NOUN
fbem-410	214	11	for	for	ADP
fbem-410	214	12	survey	survey	NOUN
fbem-410	214	13	analysis[j	analysis[j	PROPN
fbem-410	214	14	]	]	PUNCT
fbem-410	214	15	.	.	PUNCT
fbem-410	215	1	american	american	PROPN
fbem-410	215	2	journal	journal	PROPN
fbem-410	215	3	of	of	ADP
fbem-410	215	4	applied	apply	VERB
fbem-410	215	5	mathematics	mathematic	NOUN
fbem-410	215	6	and	and	CCONJ
fbem-410	215	7	statistics	statistic	NOUN
fbem-410	215	8	,	,	PUNCT
fbem-410	215	9	2021	2021	NUM
fbem-410	215	10	,	,	PUNCT
fbem-410	215	11	9(1	9(1	NUM
fbem-410	215	12	):	):	PUNCT
fbem-410	215	13	4	4	NUM
fbem-410	215	14	-	-	SYM
fbem-410	215	15	11	11	NUM
fbem-410	215	16	.	.	PUNCT