id	sid	tid	token	lemma	pos
fumecheng-6396	1	1	6396	6396	NUM
fumecheng-6396	1	2	facta	facta	PROPN
fumecheng-6396	1	3	universitatis	universitatis	PROPN
fumecheng-6396	1	4	series	series	NOUN
fumecheng-6396	1	5	:	:	PUNCT
fumecheng-6396	1	6	mechanical	mechanical	ADJ
fumecheng-6396	1	7	engineering	engineering	NOUN
fumecheng-6396	1	8	vol	vol	NOUN
fumecheng-6396	1	9	.	.	PROPN
fumecheng-6396	1	10	21	21	NUM
fumecheng-6396	1	11	,	,	PUNCT
fumecheng-6396	1	12	no	no	DET
fumecheng-6396	1	13	2	2	NUM
fumecheng-6396	1	14	,	,	PUNCT
fumecheng-6396	1	15	2023	2023	NUM
fumecheng-6396	1	16	,	,	PUNCT
fumecheng-6396	1	17	pp	pp	ADJ
fumecheng-6396	1	18	.	.	PUNCT
fumecheng-6396	2	1	293	293	NUM
fumecheng-6396	2	2	305	305	NUM
fumecheng-6396	2	3	https://doi.org/10.22190/fume200828008z	https://doi.org/10.22190/fume200828008z	NOUN
fumecheng-6396	2	4	©	©	PROPN
fumecheng-6396	2	5	2023	2023	NUM
fumecheng-6396	2	6	by	by	ADP
fumecheng-6396	2	7	university	university	PROPN
fumecheng-6396	2	8	of	of	ADP
fumecheng-6396	2	9	niš	niš	PROPN
fumecheng-6396	2	10	,	,	PUNCT
fumecheng-6396	2	11	serbia	serbia	PROPN
fumecheng-6396	2	12	|	|	ADV
fumecheng-6396	2	13	creative	creative	ADJ
fumecheng-6396	2	14	commons	common	NOUN
fumecheng-6396	2	15	license	license	NOUN
fumecheng-6396	2	16	:	:	PUNCT
fumecheng-6396	2	17	cc	cc	VERB
fumecheng-6396	2	18	by	by	ADP
fumecheng-6396	2	19	-	-	PUNCT
fumecheng-6396	2	20	nc	nc	VERB
fumecheng-6396	2	21	-	-	PUNCT
fumecheng-6396	2	22	nd	nd	ADV
fumecheng-6396	2	23	original	original	ADJ
fumecheng-6396	2	24	scientific	scientific	ADJ
fumecheng-6396	2	25	paper	paper	ADJ
fumecheng-6396	2	26	novel	novel	ADJ
fumecheng-6396	2	27	methodology	methodology	NOUN
fumecheng-6396	2	28	for	for	ADP
fumecheng-6396	2	29	real	real	ADJ
fumecheng-6396	2	30	-	-	PUNCT
fumecheng-6396	2	31	time	time	NOUN
fumecheng-6396	2	32	structural	structural	ADJ
fumecheng-6396	2	33	analysis	analysis	NOUN
fumecheng-6396	2	34	assistance	assistance	NOUN
fumecheng-6396	2	35	in	in	ADP
fumecheng-6396	2	36	custom	custom	NOUN
fumecheng-6396	2	37	product	product	NOUN
fumecheng-6396	2	38	design	design	PROPN
fumecheng-6396	2	39	milan	milan	PROPN
fumecheng-6396	2	40	zdravković	zdravković	PROPN
fumecheng-6396	2	41	,	,	PUNCT
fumecheng-6396	2	42	nikola	nikola	PROPN
fumecheng-6396	2	43	korunović	korunović	PROPN
fumecheng-6396	2	44	faculty	faculty	NOUN
fumecheng-6396	2	45	of	of	ADP
fumecheng-6396	2	46	mechanical	mechanical	ADJ
fumecheng-6396	2	47	engineering	engineering	NOUN
fumecheng-6396	2	48	in	in	ADP
fumecheng-6396	2	49	niš	niš	PROPN
fumecheng-6396	2	50	,	,	PUNCT
fumecheng-6396	2	51	university	university	PROPN
fumecheng-6396	2	52	of	of	ADP
fumecheng-6396	2	53	niš	niš	PROPN
fumecheng-6396	2	54	,	,	PUNCT
fumecheng-6396	2	55	serbia	serbia	PROPN
fumecheng-6396	2	56	abstract	abstract	NOUN
fumecheng-6396	2	57	.	.	PUNCT
fumecheng-6396	3	1	mass	mass	ADJ
fumecheng-6396	3	2	-	-	PUNCT
fumecheng-6396	3	3	customization	customization	NOUN
fumecheng-6396	3	4	is	be	AUX
fumecheng-6396	3	5	related	relate	VERB
fumecheng-6396	3	6	to	to	ADP
fumecheng-6396	3	7	optimizing	optimize	VERB
fumecheng-6396	3	8	the	the	DET
fumecheng-6396	3	9	balance	balance	NOUN
fumecheng-6396	3	10	between	between	ADP
fumecheng-6396	3	11	flexibility	flexibility	NOUN
fumecheng-6396	3	12	,	,	PUNCT
fumecheng-6396	3	13	strongly	strongly	ADV
fumecheng-6396	3	14	required	require	VERB
fumecheng-6396	3	15	by	by	ADP
fumecheng-6396	3	16	the	the	DET
fumecheng-6396	3	17	customer	customer	NOUN
fumecheng-6396	3	18	-	-	PUNCT
fumecheng-6396	3	19	focused	focus	VERB
fumecheng-6396	3	20	industries	industry	NOUN
fumecheng-6396	3	21	and	and	CCONJ
fumecheng-6396	3	22	manufacturing	manufacturing	NOUN
fumecheng-6396	3	23	efficiency	efficiency	NOUN
fumecheng-6396	3	24	,	,	PUNCT
fumecheng-6396	3	25	which	which	PRON
fumecheng-6396	3	26	is	be	AUX
fumecheng-6396	3	27	critical	critical	ADJ
fumecheng-6396	3	28	for	for	ADP
fumecheng-6396	3	29	market	market	NOUN
fumecheng-6396	3	30	competitiveness	competitiveness	NOUN
fumecheng-6396	3	31	.	.	PUNCT
fumecheng-6396	4	1	in	in	ADP
fumecheng-6396	4	2	the	the	DET
fumecheng-6396	4	3	conventional	conventional	ADJ
fumecheng-6396	4	4	industries	industry	NOUN
fumecheng-6396	4	5	,	,	PUNCT
fumecheng-6396	4	6	the	the	DET
fumecheng-6396	4	7	process	process	NOUN
fumecheng-6396	4	8	of	of	ADP
fumecheng-6396	4	9	designing	designing	NOUN
fumecheng-6396	4	10	,	,	PUNCT
fumecheng-6396	4	11	validating	validate	VERB
fumecheng-6396	4	12	and	and	CCONJ
fumecheng-6396	4	13	manufacturing	manufacture	VERB
fumecheng-6396	4	14	a	a	DET
fumecheng-6396	4	15	product	product	NOUN
fumecheng-6396	4	16	is	be	AUX
fumecheng-6396	4	17	long	long	ADJ
fumecheng-6396	4	18	and	and	CCONJ
fumecheng-6396	4	19	expensive	expensive	ADJ
fumecheng-6396	4	20	.	.	PUNCT
fumecheng-6396	5	1	some	some	PRON
fumecheng-6396	5	2	of	of	ADP
fumecheng-6396	5	3	the	the	DET
fumecheng-6396	5	4	common	common	ADJ
fumecheng-6396	5	5	approaches	approach	NOUN
fumecheng-6396	5	6	for	for	ADP
fumecheng-6396	5	7	addressing	address	VERB
fumecheng-6396	5	8	those	those	DET
fumecheng-6396	5	9	issues	issue	NOUN
fumecheng-6396	5	10	are	be	AUX
fumecheng-6396	5	11	parametric	parametric	ADJ
fumecheng-6396	5	12	product	product	NOUN
fumecheng-6396	5	13	modeling	modeling	NOUN
fumecheng-6396	5	14	and	and	CCONJ
fumecheng-6396	5	15	finite	finite	ADJ
fumecheng-6396	5	16	element	element	NOUN
fumecheng-6396	5	17	analysis	analysis	NOUN
fumecheng-6396	5	18	(	(	PUNCT
fumecheng-6396	5	19	fea	fea	NOUN
fumecheng-6396	5	20	)	)	PUNCT
fumecheng-6396	5	21	.	.	PUNCT
fumecheng-6396	6	1	however	however	ADV
fumecheng-6396	6	2	,	,	PUNCT
fumecheng-6396	6	3	the	the	DET
fumecheng-6396	6	4	costs	cost	NOUN
fumecheng-6396	6	5	involved	involve	VERB
fumecheng-6396	6	6	are	be	AUX
fumecheng-6396	6	7	still	still	ADV
fumecheng-6396	6	8	relatively	relatively	ADV
fumecheng-6396	6	9	high	high	ADJ
fumecheng-6396	6	10	because	because	SCONJ
fumecheng-6396	6	11	of	of	ADP
fumecheng-6396	6	12	the	the	DET
fumecheng-6396	6	13	very	very	ADV
fumecheng-6396	6	14	special	special	ADJ
fumecheng-6396	6	15	expertise	expertise	NOUN
fumecheng-6396	6	16	needed	need	VERB
fumecheng-6396	6	17	and	and	CCONJ
fumecheng-6396	6	18	the	the	DET
fumecheng-6396	6	19	cost	cost	NOUN
fumecheng-6396	6	20	of	of	ADP
fumecheng-6396	6	21	the	the	DET
fumecheng-6396	6	22	specialized	specialized	ADJ
fumecheng-6396	6	23	software	software	NOUN
fumecheng-6396	6	24	.	.	PUNCT
fumecheng-6396	7	1	also	also	ADV
fumecheng-6396	7	2	,	,	PUNCT
fumecheng-6396	7	3	the	the	DET
fumecheng-6396	7	4	specific	specific	ADJ
fumecheng-6396	7	5	design	design	NOUN
fumecheng-6396	7	6	of	of	ADP
fumecheng-6396	7	7	the	the	DET
fumecheng-6396	7	8	product	product	NOUN
fumecheng-6396	7	9	can	can	AUX
fumecheng-6396	7	10	not	not	PART
fumecheng-6396	7	11	be	be	AUX
fumecheng-6396	7	12	validated	validate	VERB
fumecheng-6396	7	13	in	in	ADP
fumecheng-6396	7	14	a	a	DET
fumecheng-6396	7	15	real	real	ADJ
fumecheng-6396	7	16	-	-	PUNCT
fumecheng-6396	7	17	time	time	NOUN
fumecheng-6396	7	18	,	,	PUNCT
fumecheng-6396	7	19	which	which	PRON
fumecheng-6396	7	20	often	often	ADV
fumecheng-6396	7	21	leads	lead	VERB
fumecheng-6396	7	22	to	to	ADP
fumecheng-6396	7	23	making	make	VERB
fumecheng-6396	7	24	hard	hard	ADJ
fumecheng-6396	7	25	compromises	compromise	NOUN
fumecheng-6396	7	26	between	between	ADP
fumecheng-6396	7	27	the	the	DET
fumecheng-6396	7	28	specific	specific	ADJ
fumecheng-6396	7	29	customer	customer	NOUN
fumecheng-6396	7	30	requirements	requirement	NOUN
fumecheng-6396	7	31	and	and	CCONJ
fumecheng-6396	7	32	the	the	DET
fumecheng-6396	7	33	structural	structural	ADJ
fumecheng-6396	7	34	properties	property	NOUN
fumecheng-6396	7	35	of	of	ADP
fumecheng-6396	7	36	the	the	DET
fumecheng-6396	7	37	product	product	NOUN
fumecheng-6396	7	38	in	in	ADP
fumecheng-6396	7	39	its	its	PRON
fumecheng-6396	7	40	exploitation	exploitation	NOUN
fumecheng-6396	7	41	.	.	PUNCT
fumecheng-6396	8	1	in	in	ADP
fumecheng-6396	8	2	this	this	DET
fumecheng-6396	8	3	paper	paper	NOUN
fumecheng-6396	8	4	,	,	PUNCT
fumecheng-6396	8	5	we	we	PRON
fumecheng-6396	8	6	propose	propose	VERB
fumecheng-6396	8	7	the	the	DET
fumecheng-6396	8	8	novel	novel	ADJ
fumecheng-6396	8	9	methodology	methodology	NOUN
fumecheng-6396	8	10	for	for	ADP
fumecheng-6396	8	11	real	real	ADJ
fumecheng-6396	8	12	-	-	PUNCT
fumecheng-6396	8	13	time	time	NOUN
fumecheng-6396	8	14	structural	structural	ADJ
fumecheng-6396	8	15	analysis	analysis	NOUN
fumecheng-6396	8	16	assistance	assistance	NOUN
fumecheng-6396	8	17	for	for	ADP
fumecheng-6396	8	18	custom	custom	NOUN
fumecheng-6396	8	19	product	product	NOUN
fumecheng-6396	8	20	design	design	NOUN
fumecheng-6396	8	21	.	.	PUNCT
fumecheng-6396	9	1	we	we	PRON
fumecheng-6396	9	2	introduce	introduce	VERB
fumecheng-6396	9	3	the	the	DET
fumecheng-6396	9	4	concept	concept	NOUN
fumecheng-6396	9	5	of	of	ADP
fumecheng-6396	9	6	so	so	ADV
fumecheng-6396	9	7	-	-	PUNCT
fumecheng-6396	9	8	called	call	VERB
fumecheng-6396	9	9	compiled	compiled	ADJ
fumecheng-6396	9	10	fea	fea	PROPN
fumecheng-6396	9	11	model	model	NOUN
fumecheng-6396	9	12	,	,	PUNCT
fumecheng-6396	9	13	a	a	DET
fumecheng-6396	9	14	machine	machine	NOUN
fumecheng-6396	9	15	learning	learning	NOUN
fumecheng-6396	9	16	(	(	PUNCT
fumecheng-6396	9	17	ml	ml	NOUN
fumecheng-6396	9	18	)	)	PUNCT
fumecheng-6396	9	19	model	model	NOUN
fumecheng-6396	9	20	,	,	PUNCT
fumecheng-6396	9	21	consisting	consist	VERB
fumecheng-6396	9	22	of	of	ADP
fumecheng-6396	9	23	dataset	dataset	NOUN
fumecheng-6396	9	24	of	of	ADP
fumecheng-6396	9	25	characteristic	characteristic	ADJ
fumecheng-6396	9	26	product	product	NOUN
fumecheng-6396	9	27	parameters	parameter	NOUN
fumecheng-6396	9	28	and	and	CCONJ
fumecheng-6396	9	29	associated	associate	VERB
fumecheng-6396	9	30	physical	physical	ADJ
fumecheng-6396	9	31	quantities	quantity	NOUN
fumecheng-6396	9	32	and	and	CCONJ
fumecheng-6396	9	33	properties	property	NOUN
fumecheng-6396	9	34	,	,	PUNCT
fumecheng-6396	9	35	selected	select	VERB
fumecheng-6396	9	36	ml	ml	NOUN
fumecheng-6396	9	37	algorithms	algorithm	NOUN
fumecheng-6396	9	38	and	and	CCONJ
fumecheng-6396	9	39	the	the	DET
fumecheng-6396	9	40	sets	set	NOUN
fumecheng-6396	9	41	of	of	ADP
fumecheng-6396	9	42	associated	associated	ADJ
fumecheng-6396	9	43	hyperparameters	hyperparameter	NOUN
fumecheng-6396	9	44	.	.	PUNCT
fumecheng-6396	10	1	a	a	DET
fumecheng-6396	10	2	case	case	NOUN
fumecheng-6396	10	3	study	study	NOUN
fumecheng-6396	10	4	of	of	ADP
fumecheng-6396	10	5	creating	create	VERB
fumecheng-6396	10	6	a	a	DET
fumecheng-6396	10	7	compiled	compiled	ADJ
fumecheng-6396	10	8	fea	fea	NOUN
fumecheng-6396	10	9	model	model	NOUN
fumecheng-6396	10	10	for	for	ADP
fumecheng-6396	10	11	the	the	DET
fumecheng-6396	10	12	case	case	NOUN
fumecheng-6396	10	13	of	of	ADP
fumecheng-6396	10	14	internal	internal	ADJ
fumecheng-6396	10	15	orthopedic	orthopedic	ADJ
fumecheng-6396	10	16	fixator	fixator	NOUN
fumecheng-6396	10	17	is	be	AUX
fumecheng-6396	10	18	provided	provide	VERB
fumecheng-6396	10	19	.	.	PUNCT
fumecheng-6396	11	1	key	key	ADJ
fumecheng-6396	11	2	words	word	NOUN
fumecheng-6396	11	3	:	:	PUNCT
fumecheng-6396	11	4	machine	machine	NOUN
fumecheng-6396	11	5	learning	learning	NOUN
fumecheng-6396	11	6	,	,	PUNCT
fumecheng-6396	11	7	gradient	gradient	ADJ
fumecheng-6396	11	8	boosting	boosting	NOUN
fumecheng-6396	11	9	,	,	PUNCT
fumecheng-6396	11	10	finite	finite	ADJ
fumecheng-6396	11	11	element	element	NOUN
fumecheng-6396	11	12	analysis	analysis	NOUN
fumecheng-6396	11	13	,	,	PUNCT
fumecheng-6396	11	14	parametric	parametric	ADJ
fumecheng-6396	11	15	modeling	modeling	NOUN
fumecheng-6396	11	16	1	1	NUM
fumecheng-6396	11	17	.	.	PUNCT
fumecheng-6396	11	18	introduction	introduction	NOUN
fumecheng-6396	11	19	the	the	DET
fumecheng-6396	11	20	contemporary	contemporary	ADJ
fumecheng-6396	11	21	production	production	NOUN
fumecheng-6396	11	22	has	have	AUX
fumecheng-6396	11	23	shown	show	VERB
fumecheng-6396	11	24	significant	significant	ADJ
fumecheng-6396	11	25	progress	progress	NOUN
fumecheng-6396	11	26	in	in	ADP
fumecheng-6396	11	27	adopting	adopt	VERB
fumecheng-6396	11	28	disrupting	disrupt	VERB
fumecheng-6396	11	29	technologies	technology	NOUN
fumecheng-6396	11	30	such	such	ADJ
fumecheng-6396	11	31	as	as	ADP
fumecheng-6396	11	32	rapid	rapid	ADJ
fumecheng-6396	11	33	prototyping	prototyping	NOUN
fumecheng-6396	11	34	,	,	PUNCT
fumecheng-6396	11	35	cloud	cloud	NOUN
fumecheng-6396	11	36	-	-	PUNCT
fumecheng-6396	11	37	based	base	VERB
fumecheng-6396	11	38	storage	storage	NOUN
fumecheng-6396	11	39	,	,	PUNCT
fumecheng-6396	11	40	enhanced	enhance	VERB
fumecheng-6396	11	41	interoperability	interoperability	NOUN
fumecheng-6396	11	42	of	of	ADP
fumecheng-6396	11	43	diverse	diverse	ADJ
fumecheng-6396	11	44	enterprise	enterprise	NOUN
fumecheng-6396	11	45	information	information	NOUN
fumecheng-6396	11	46	systems	system	NOUN
fumecheng-6396	11	47	in	in	ADP
fumecheng-6396	11	48	the	the	DET
fumecheng-6396	11	49	value	value	NOUN
fumecheng-6396	11	50	chain	chain	NOUN
fumecheng-6396	11	51	and	and	CCONJ
fumecheng-6396	11	52	,	,	PUNCT
fumecheng-6396	11	53	last	last	ADJ
fumecheng-6396	11	54	but	but	CCONJ
fumecheng-6396	11	55	not	not	PART
fumecheng-6396	11	56	the	the	DET
fumecheng-6396	11	57	least	least	ADJ
fumecheng-6396	11	58	,	,	PUNCT
fumecheng-6396	11	59	internet	internet	NOUN
fumecheng-6396	11	60	of	of	ADP
fumecheng-6396	11	61	things	thing	NOUN
fumecheng-6396	11	62	.	.	PUNCT
fumecheng-6396	12	1	two	two	NUM
fumecheng-6396	12	2	of	of	ADP
fumecheng-6396	12	3	the	the	DET
fumecheng-6396	12	4	most	most	ADV
fumecheng-6396	12	5	qualitative	qualitative	ADJ
fumecheng-6396	12	6	effects	effect	NOUN
fumecheng-6396	12	7	of	of	ADP
fumecheng-6396	12	8	such	such	ADJ
fumecheng-6396	12	9	digitalization	digitalization	NOUN
fumecheng-6396	12	10	to	to	ADP
fumecheng-6396	12	11	the	the	DET
fumecheng-6396	12	12	production	production	NOUN
fumecheng-6396	12	13	processes	process	NOUN
fumecheng-6396	12	14	are	be	AUX
fumecheng-6396	12	15	more	more	ADV
fumecheng-6396	12	16	efficient	efficient	ADJ
fumecheng-6396	12	17	mass	mass	NOUN
fumecheng-6396	12	18	-	-	PUNCT
fumecheng-6396	12	19	customization	customization	NOUN
fumecheng-6396	12	20	[	[	X
fumecheng-6396	12	21	1	1	NUM
fumecheng-6396	12	22	]	]	PUNCT
fumecheng-6396	12	23	and	and	CCONJ
fumecheng-6396	12	24	streamlined	streamlined	ADJ
fumecheng-6396	12	25	collaboration	collaboration	NOUN
fumecheng-6396	12	26	-	-	PUNCT
fumecheng-6396	12	27	based	base	VERB
fumecheng-6396	12	28	value	value	NOUN
fumecheng-6396	12	29	chain	chain	NOUN
fumecheng-6396	12	30	[	[	X
fumecheng-6396	12	31	2	2	NUM
fumecheng-6396	12	32	]	]	PUNCT
fumecheng-6396	12	33	.	.	PUNCT
fumecheng-6396	13	1	while	while	SCONJ
fumecheng-6396	13	2	the	the	DET
fumecheng-6396	13	3	latter	latter	ADJ
fumecheng-6396	13	4	unleashed	unleash	VERB
fumecheng-6396	13	5	the	the	DET
fumecheng-6396	13	6	vast	vast	ADJ
fumecheng-6396	13	7	,	,	PUNCT
fumecheng-6396	13	8	diverse	diverse	ADJ
fumecheng-6396	13	9	real	real	ADJ
fumecheng-6396	13	10	-	-	PUNCT
fumecheng-6396	13	11	time	time	NOUN
fumecheng-6396	13	12	data	datum	NOUN
fumecheng-6396	13	13	about	about	ADP
fumecheng-6396	13	14	operations	operation	NOUN
fumecheng-6396	13	15	,	,	PUNCT
fumecheng-6396	13	16	logistics	logistic	NOUN
fumecheng-6396	13	17	and	and	CCONJ
fumecheng-6396	13	18	received	receive	VERB
fumecheng-6396	13	19	august	august	PROPN
fumecheng-6396	13	20	28	28	NUM
fumecheng-6396	13	21	,	,	PUNCT
fumecheng-6396	13	22	2020	2020	NUM
fumecheng-6396	13	23	/	/	SYM
fumecheng-6396	13	24	accepted	accept	VERB
fumecheng-6396	13	25	january	january	PROPN
fumecheng-6396	13	26	02	02	NUM
fumecheng-6396	13	27	,	,	PUNCT
fumecheng-6396	13	28	2021	2021	NUM
fumecheng-6396	13	29	corresponding	correspond	VERB
fumecheng-6396	13	30	author	author	NOUN
fumecheng-6396	13	31	:	:	PUNCT
fumecheng-6396	13	32	milan	milan	PROPN
fumecheng-6396	13	33	zdravković	zdravković	PROPN
fumecheng-6396	13	34	faculty	faculty	NOUN
fumecheng-6396	13	35	of	of	ADP
fumecheng-6396	13	36	mechanical	mechanical	ADJ
fumecheng-6396	13	37	engineering	engineering	NOUN
fumecheng-6396	13	38	in	in	ADP
fumecheng-6396	13	39	niš	niš	PROPN
fumecheng-6396	13	40	,	,	PUNCT
fumecheng-6396	13	41	university	university	PROPN
fumecheng-6396	13	42	of	of	ADP
fumecheng-6396	13	43	niš	niš	PROPN
fumecheng-6396	13	44	,	,	PUNCT
fumecheng-6396	13	45	ul	ul	INTJ
fumecheng-6396	13	46	.	.	PUNCT
fumecheng-6396	13	47	aleksandra	aleksandra	PROPN
fumecheng-6396	13	48	medvedeva	medvedeva	PROPN
fumecheng-6396	13	49	14	14	NUM
fumecheng-6396	13	50	,	,	PUNCT
fumecheng-6396	13	51	niš	niš	NOUN
fumecheng-6396	13	52	,	,	PUNCT
fumecheng-6396	13	53	serbia	serbia	PROPN
fumecheng-6396	13	54	e	e	NOUN
fumecheng-6396	13	55	-	-	NOUN
fumecheng-6396	13	56	mail	mail	NOUN
fumecheng-6396	13	57	:	:	PUNCT
fumecheng-6396	13	58	milan.zdravkovic@gmail.com	milan.zdravkovic@gmail.com	X
fumecheng-6396	13	59	294	294	NUM
fumecheng-6396	13	60	m.	m.	NOUN
fumecheng-6396	13	61	zdravković	zdravković	NOUN
fumecheng-6396	13	62	,	,	PUNCT
fumecheng-6396	13	63	n.	n.	PROPN
fumecheng-6396	13	64	korunović	korunović	PROPN
fumecheng-6396	13	65	product	product	NOUN
fumecheng-6396	13	66	lifecycle	lifecycle	NOUN
fumecheng-6396	13	67	,	,	PUNCT
fumecheng-6396	13	68	the	the	DET
fumecheng-6396	13	69	former	former	ADJ
fumecheng-6396	13	70	pushed	push	VERB
fumecheng-6396	13	71	the	the	DET
fumecheng-6396	13	72	trend	trend	NOUN
fumecheng-6396	13	73	of	of	ADP
fumecheng-6396	13	74	servitization	servitization	NOUN
fumecheng-6396	13	75	[	[	X
fumecheng-6396	13	76	3	3	X
fumecheng-6396	13	77	]	]	PUNCT
fumecheng-6396	13	78	over	over	ADP
fumecheng-6396	13	79	the	the	DET
fumecheng-6396	13	80	limits	limit	NOUN
fumecheng-6396	13	81	.	.	PUNCT
fumecheng-6396	14	1	this	this	DET
fumecheng-6396	14	2	trend	trend	NOUN
fumecheng-6396	14	3	created	create	VERB
fumecheng-6396	14	4	the	the	DET
fumecheng-6396	14	5	opportunities	opportunity	NOUN
fumecheng-6396	14	6	for	for	ADP
fumecheng-6396	14	7	enhanced	enhanced	ADJ
fumecheng-6396	14	8	collaboration	collaboration	NOUN
fumecheng-6396	14	9	in	in	ADP
fumecheng-6396	14	10	a	a	DET
fumecheng-6396	14	11	product	product	NOUN
fumecheng-6396	14	12	value	value	NOUN
fumecheng-6396	14	13	chain	chain	NOUN
fumecheng-6396	14	14	and	and	CCONJ
fumecheng-6396	14	15	affordable	affordable	ADJ
fumecheng-6396	14	16	use	use	NOUN
fumecheng-6396	14	17	of	of	ADP
fumecheng-6396	14	18	high	high	ADJ
fumecheng-6396	14	19	-	-	PUNCT
fumecheng-6396	14	20	end	end	NOUN
fumecheng-6396	14	21	services	service	NOUN
fumecheng-6396	14	22	in	in	ADP
fumecheng-6396	14	23	the	the	DET
fumecheng-6396	14	24	whole	whole	ADJ
fumecheng-6396	14	25	production	production	NOUN
fumecheng-6396	14	26	span	span	NOUN
fumecheng-6396	14	27	,	,	PUNCT
fumecheng-6396	14	28	starting	start	VERB
fumecheng-6396	14	29	from	from	ADP
fumecheng-6396	14	30	structural	structural	ADJ
fumecheng-6396	14	31	product	product	NOUN
fumecheng-6396	14	32	analysis	analysis	NOUN
fumecheng-6396	14	33	to	to	ADP
fumecheng-6396	14	34	marketing	marketing	NOUN
fumecheng-6396	14	35	automation	automation	NOUN
fumecheng-6396	14	36	and	and	CCONJ
fumecheng-6396	14	37	micro	micro	NOUN
fumecheng-6396	14	38	-	-	NOUN
fumecheng-6396	14	39	customer	customer	ADJ
fumecheng-6396	14	40	segmentation	segmentation	NOUN
fumecheng-6396	14	41	.	.	PUNCT
fumecheng-6396	15	1	recently	recently	ADV
fumecheng-6396	15	2	,	,	PUNCT
fumecheng-6396	15	3	advances	advance	NOUN
fumecheng-6396	15	4	in	in	ADP
fumecheng-6396	15	5	applied	apply	VERB
fumecheng-6396	15	6	artificial	artificial	ADJ
fumecheng-6396	15	7	intelligence	intelligence	NOUN
fumecheng-6396	15	8	(	(	PUNCT
fumecheng-6396	15	9	ai	ai	AUX
fumecheng-6396	15	10	)	)	PUNCT
fumecheng-6396	15	11	have	have	AUX
fumecheng-6396	15	12	made	make	VERB
fumecheng-6396	15	13	possible	possible	ADJ
fumecheng-6396	15	14	notable	notable	ADJ
fumecheng-6396	15	15	acceleration	acceleration	NOUN
fumecheng-6396	15	16	and	and	CCONJ
fumecheng-6396	15	17	quality	quality	NOUN
fumecheng-6396	15	18	improvement	improvement	NOUN
fumecheng-6396	15	19	in	in	ADP
fumecheng-6396	15	20	the	the	DET
fumecheng-6396	15	21	product	product	NOUN
fumecheng-6396	15	22	design	design	NOUN
fumecheng-6396	15	23	stage	stage	NOUN
fumecheng-6396	15	24	,	,	PUNCT
fumecheng-6396	15	25	especially	especially	ADV
fumecheng-6396	15	26	by	by	ADP
fumecheng-6396	15	27	considering	consider	VERB
fumecheng-6396	15	28	the	the	DET
fumecheng-6396	15	29	integrated	integrate	VERB
fumecheng-6396	15	30	product	product	NOUN
fumecheng-6396	15	31	lifecycle	lifecycle	NOUN
fumecheng-6396	15	32	management	management	NOUN
fumecheng-6396	15	33	[	[	X
fumecheng-6396	15	34	4	4	NUM
fumecheng-6396	15	35	]	]	PUNCT
fumecheng-6396	15	36	,	,	PUNCT
fumecheng-6396	15	37	extended	extend	VERB
fumecheng-6396	15	38	lifecycle	lifecycle	NOUN
fumecheng-6396	15	39	in	in	ADP
fumecheng-6396	15	40	circular	circular	ADJ
fumecheng-6396	15	41	economy	economy	NOUN
fumecheng-6396	15	42	[	[	X
fumecheng-6396	15	43	5	5	NUM
fumecheng-6396	15	44	]	]	PUNCT
fumecheng-6396	15	45	while	while	SCONJ
fumecheng-6396	15	46	benefiting	benefit	VERB
fumecheng-6396	15	47	for	for	ADP
fumecheng-6396	15	48	the	the	DET
fumecheng-6396	15	49	integrated	integrate	VERB
fumecheng-6396	15	50	access	access	NOUN
fumecheng-6396	15	51	to	to	ADP
fumecheng-6396	15	52	vast	vast	ADJ
fumecheng-6396	15	53	data	datum	NOUN
fumecheng-6396	15	54	about	about	ADP
fumecheng-6396	15	55	its	its	PRON
fumecheng-6396	15	56	design	design	NOUN
fumecheng-6396	15	57	and	and	CCONJ
fumecheng-6396	15	58	exploitation	exploitation	NOUN
fumecheng-6396	15	59	[	[	X
fumecheng-6396	15	60	6	6	NUM
fumecheng-6396	15	61	]	]	PUNCT
fumecheng-6396	15	62	.	.	PUNCT
fumecheng-6396	16	1	in	in	ADP
fumecheng-6396	16	2	this	this	DET
fumecheng-6396	16	3	paper	paper	NOUN
fumecheng-6396	16	4	,	,	PUNCT
fumecheng-6396	16	5	we	we	PRON
fumecheng-6396	16	6	explore	explore	VERB
fumecheng-6396	16	7	the	the	DET
fumecheng-6396	16	8	practical	practical	ADJ
fumecheng-6396	16	9	impact	impact	NOUN
fumecheng-6396	16	10	of	of	ADP
fumecheng-6396	16	11	using	use	VERB
fumecheng-6396	16	12	the	the	DET
fumecheng-6396	16	13	new	new	ADJ
fumecheng-6396	16	14	disrupting	disrupt	VERB
fumecheng-6396	16	15	technologies	technology	NOUN
fumecheng-6396	16	16	(	(	PUNCT
fumecheng-6396	16	17	namely	namely	ADV
fumecheng-6396	16	18	,	,	PUNCT
fumecheng-6396	16	19	machine	machine	NOUN
fumecheng-6396	16	20	learning	learning	NOUN
fumecheng-6396	16	21	and	and	CCONJ
fumecheng-6396	16	22	cloud	cloud	NOUN
fumecheng-6396	16	23	-	-	PUNCT
fumecheng-6396	16	24	based	base	VERB
fumecheng-6396	16	25	integration	integration	NOUN
fumecheng-6396	16	26	)	)	PUNCT
fumecheng-6396	16	27	to	to	ADP
fumecheng-6396	16	28	resolving	resolve	VERB
fumecheng-6396	16	29	the	the	DET
fumecheng-6396	16	30	problem	problem	NOUN
fumecheng-6396	16	31	of	of	ADP
fumecheng-6396	16	32	costand	costand	NOUN
fumecheng-6396	16	33	time	time	NOUN
fumecheng-6396	16	34	-	-	PUNCT
fumecheng-6396	16	35	efficient	efficient	ADJ
fumecheng-6396	16	36	validation	validation	NOUN
fumecheng-6396	16	37	of	of	ADP
fumecheng-6396	16	38	the	the	DET
fumecheng-6396	16	39	design	design	NOUN
fumecheng-6396	16	40	of	of	ADP
fumecheng-6396	16	41	the	the	DET
fumecheng-6396	16	42	custom	custom	NOUN
fumecheng-6396	16	43	product	product	NOUN
fumecheng-6396	16	44	,	,	PUNCT
fumecheng-6396	16	45	based	base	VERB
fumecheng-6396	16	46	on	on	ADP
fumecheng-6396	16	47	product	product	NOUN
fumecheng-6396	16	48	family	family	NOUN
fumecheng-6396	16	49	generic	generic	ADJ
fumecheng-6396	16	50	design	design	NOUN
fumecheng-6396	16	51	.	.	PUNCT
fumecheng-6396	17	1	such	such	ADJ
fumecheng-6396	17	2	generic	generic	ADJ
fumecheng-6396	17	3	design	design	NOUN
fumecheng-6396	17	4	is	be	AUX
fumecheng-6396	17	5	often	often	ADV
fumecheng-6396	17	6	represented	represent	VERB
fumecheng-6396	17	7	by	by	ADP
fumecheng-6396	17	8	the	the	DET
fumecheng-6396	17	9	parametric	parametric	ADJ
fumecheng-6396	17	10	model	model	NOUN
fumecheng-6396	17	11	of	of	ADP
fumecheng-6396	17	12	the	the	DET
fumecheng-6396	17	13	complex	complex	ADJ
fumecheng-6396	17	14	product	product	NOUN
fumecheng-6396	17	15	geometry	geometry	NOUN
fumecheng-6396	17	16	,	,	PUNCT
fumecheng-6396	17	17	with	with	ADP
fumecheng-6396	17	18	other	other	ADJ
fumecheng-6396	17	19	associated	associated	ADJ
fumecheng-6396	17	20	relevant	relevant	ADJ
fumecheng-6396	17	21	features	feature	NOUN
fumecheng-6396	17	22	,	,	PUNCT
fumecheng-6396	17	23	such	such	ADJ
fumecheng-6396	17	24	as	as	ADP
fumecheng-6396	17	25	exploitation	exploitation	NOUN
fumecheng-6396	17	26	and	and	CCONJ
fumecheng-6396	17	27	environment	environment	NOUN
fumecheng-6396	17	28	properties	property	NOUN
fumecheng-6396	17	29	,	,	PUNCT
fumecheng-6396	17	30	material	material	NOUN
fumecheng-6396	17	31	properties	property	NOUN
fumecheng-6396	17	32	and	and	CCONJ
fumecheng-6396	17	33	others	other	NOUN
fumecheng-6396	17	34	.	.	PUNCT
fumecheng-6396	18	1	customized	customize	VERB
fumecheng-6396	18	2	product	product	NOUN
fumecheng-6396	18	3	design	design	NOUN
fumecheng-6396	18	4	problem	problem	NOUN
fumecheng-6396	18	5	is	be	AUX
fumecheng-6396	18	6	often	often	ADV
fumecheng-6396	18	7	solved	solve	VERB
fumecheng-6396	18	8	by	by	ADP
fumecheng-6396	18	9	parametric	parametric	ADJ
fumecheng-6396	18	10	modeling	modeling	NOUN
fumecheng-6396	18	11	.	.	PUNCT
fumecheng-6396	19	1	instead	instead	ADV
fumecheng-6396	19	2	of	of	ADP
fumecheng-6396	19	3	designing	design	VERB
fumecheng-6396	19	4	the	the	DET
fumecheng-6396	19	5	custom	custom	NOUN
fumecheng-6396	19	6	product	product	NOUN
fumecheng-6396	19	7	instance	instance	NOUN
fumecheng-6396	19	8	from	from	ADP
fumecheng-6396	19	9	scratch	scratch	NOUN
fumecheng-6396	19	10	(	(	PUNCT
fumecheng-6396	19	11	or	or	CCONJ
fumecheng-6396	19	12	by	by	ADP
fumecheng-6396	19	13	adapting	adapt	VERB
fumecheng-6396	19	14	the	the	DET
fumecheng-6396	19	15	existing	exist	VERB
fumecheng-6396	19	16	model	model	NOUN
fumecheng-6396	19	17	to	to	ADP
fumecheng-6396	19	18	new	new	ADJ
fumecheng-6396	19	19	desired	desire	VERB
fumecheng-6396	19	20	properties	property	NOUN
fumecheng-6396	19	21	)	)	PUNCT
fumecheng-6396	19	22	,	,	PUNCT
fumecheng-6396	19	23	designers	designer	NOUN
fumecheng-6396	19	24	can	can	AUX
fumecheng-6396	19	25	choose	choose	VERB
fumecheng-6396	19	26	the	the	DET
fumecheng-6396	19	27	appropriate	appropriate	ADJ
fumecheng-6396	19	28	values	value	NOUN
fumecheng-6396	19	29	of	of	ADP
fumecheng-6396	19	30	the	the	DET
fumecheng-6396	19	31	previously	previously	ADV
fumecheng-6396	19	32	defined	define	VERB
fumecheng-6396	19	33	,	,	PUNCT
fumecheng-6396	19	34	critical	critical	ADJ
fumecheng-6396	19	35	features	feature	NOUN
fumecheng-6396	19	36	of	of	ADP
fumecheng-6396	19	37	the	the	DET
fumecheng-6396	19	38	product	product	NOUN
fumecheng-6396	19	39	family	family	NOUN
fumecheng-6396	19	40	geometric	geometric	ADJ
fumecheng-6396	19	41	and	and	CCONJ
fumecheng-6396	19	42	structural	structural	ADJ
fumecheng-6396	19	43	properties	property	NOUN
fumecheng-6396	19	44	,	,	PUNCT
fumecheng-6396	19	45	namely	namely	ADV
fumecheng-6396	19	46	,	,	PUNCT
fumecheng-6396	19	47	the	the	DET
fumecheng-6396	19	48	product	product	NOUN
fumecheng-6396	19	49	parameters	parameter	NOUN
fumecheng-6396	19	50	.	.	PUNCT
fumecheng-6396	20	1	those	those	DET
fumecheng-6396	20	2	choices	choice	NOUN
fumecheng-6396	20	3	are	be	AUX
fumecheng-6396	20	4	made	make	VERB
fumecheng-6396	20	5	based	base	VERB
fumecheng-6396	20	6	on	on	ADP
fumecheng-6396	20	7	the	the	DET
fumecheng-6396	20	8	different	different	ADJ
fumecheng-6396	20	9	criteria	criterion	NOUN
fumecheng-6396	20	10	,	,	PUNCT
fumecheng-6396	20	11	including	include	VERB
fumecheng-6396	20	12	customer	customer	NOUN
fumecheng-6396	20	13	requirements	requirement	NOUN
fumecheng-6396	20	14	,	,	PUNCT
fumecheng-6396	20	15	part	part	NOUN
fumecheng-6396	20	16	and	and	CCONJ
fumecheng-6396	20	17	material	material	NOUN
fumecheng-6396	20	18	market	market	NOUN
fumecheng-6396	20	19	cost	cost	NOUN
fumecheng-6396	20	20	and	and	CCONJ
fumecheng-6396	20	21	availability	availability	NOUN
fumecheng-6396	20	22	,	,	PUNCT
fumecheng-6396	20	23	product	product	NOUN
fumecheng-6396	20	24	pricing	pricing	NOUN
fumecheng-6396	20	25	policies	policy	NOUN
fumecheng-6396	20	26	,	,	PUNCT
fumecheng-6396	20	27	exploitation	exploitation	NOUN
fumecheng-6396	20	28	conditions	condition	NOUN
fumecheng-6396	20	29	,	,	PUNCT
fumecheng-6396	20	30	manufacturability	manufacturability	NOUN
fumecheng-6396	20	31	and	and	CCONJ
fumecheng-6396	20	32	others	other	NOUN
fumecheng-6396	20	33	.	.	PUNCT
fumecheng-6396	21	1	the	the	DET
fumecheng-6396	21	2	set	set	NOUN
fumecheng-6396	21	3	of	of	ADP
fumecheng-6396	21	4	the	the	DET
fumecheng-6396	21	5	product	product	NOUN
fumecheng-6396	21	6	’s	’s	PART
fumecheng-6396	21	7	parameters	parameter	NOUN
fumecheng-6396	21	8	combined	combine	VERB
fumecheng-6396	21	9	with	with	ADP
fumecheng-6396	21	10	the	the	DET
fumecheng-6396	21	11	other	other	ADJ
fumecheng-6396	21	12	fixed	fix	VERB
fumecheng-6396	21	13	properties	property	NOUN
fumecheng-6396	21	14	is	be	AUX
fumecheng-6396	21	15	called	call	VERB
fumecheng-6396	21	16	a	a	DET
fumecheng-6396	21	17	parametric	parametric	ADJ
fumecheng-6396	21	18	product	product	NOUN
fumecheng-6396	21	19	model	model	NOUN
fumecheng-6396	21	20	.	.	PUNCT
fumecheng-6396	22	1	the	the	DET
fumecheng-6396	22	2	benefits	benefit	NOUN
fumecheng-6396	22	3	of	of	ADP
fumecheng-6396	22	4	such	such	DET
fumecheng-6396	22	5	a	a	DET
fumecheng-6396	22	6	product	product	NOUN
fumecheng-6396	22	7	modeling	model	VERB
fumecheng-6396	22	8	approach	approach	NOUN
fumecheng-6396	22	9	for	for	ADP
fumecheng-6396	22	10	customization	customization	NOUN
fumecheng-6396	22	11	are	be	AUX
fumecheng-6396	22	12	numerous	numerous	ADJ
fumecheng-6396	22	13	.	.	PUNCT
fumecheng-6396	23	1	the	the	DET
fumecheng-6396	23	2	parameters	parameter	NOUN
fumecheng-6396	23	3	can	can	AUX
fumecheng-6396	23	4	be	be	AUX
fumecheng-6396	23	5	used	use	VERB
fumecheng-6396	23	6	to	to	PART
fumecheng-6396	23	7	adapt	adapt	VERB
fumecheng-6396	23	8	the	the	DET
fumecheng-6396	23	9	product	product	NOUN
fumecheng-6396	23	10	design	design	NOUN
fumecheng-6396	23	11	to	to	ADP
fumecheng-6396	23	12	the	the	DET
fumecheng-6396	23	13	different	different	ADJ
fumecheng-6396	23	14	aspects	aspect	NOUN
fumecheng-6396	23	15	of	of	ADP
fumecheng-6396	23	16	its	its	PRON
fumecheng-6396	23	17	exploitation	exploitation	NOUN
fumecheng-6396	23	18	,	,	PUNCT
fumecheng-6396	23	19	as	as	ADV
fumecheng-6396	23	20	well	well	ADV
fumecheng-6396	23	21	as	as	ADP
fumecheng-6396	23	22	manufacturing	manufacturing	NOUN
fumecheng-6396	23	23	,	,	PUNCT
fumecheng-6396	23	24	such	such	ADJ
fumecheng-6396	23	25	as	as	ADP
fumecheng-6396	23	26	manufacturability	manufacturability	NOUN
fumecheng-6396	23	27	(	(	PUNCT
fumecheng-6396	23	28	if	if	SCONJ
fumecheng-6396	23	29	the	the	DET
fumecheng-6396	23	30	design	design	NOUN
fumecheng-6396	23	31	service	service	NOUN
fumecheng-6396	23	32	is	be	AUX
fumecheng-6396	23	33	outsourced	outsource	VERB
fumecheng-6396	23	34	)	)	PUNCT
fumecheng-6396	23	35	,	,	PUNCT
fumecheng-6396	23	36	cost	cost	NOUN
fumecheng-6396	23	37	(	(	PUNCT
fumecheng-6396	23	38	including	include	VERB
fumecheng-6396	23	39	materials	material	NOUN
fumecheng-6396	23	40	and	and	CCONJ
fumecheng-6396	23	41	manufacturing	manufacturing	NOUN
fumecheng-6396	23	42	complexity	complexity	NOUN
fumecheng-6396	23	43	)	)	PUNCT
fumecheng-6396	23	44	,	,	PUNCT
fumecheng-6396	23	45	assembly	assembly	NOUN
fumecheng-6396	23	46	restrictions	restriction	NOUN
fumecheng-6396	23	47	and	and	CCONJ
fumecheng-6396	23	48	customerfocused	customerfocuse	VERB
fumecheng-6396	23	49	requirements	requirement	NOUN
fumecheng-6396	23	50	,	,	PUNCT
fumecheng-6396	23	51	such	such	ADJ
fumecheng-6396	23	52	as	as	ADP
fumecheng-6396	23	53	usability	usability	NOUN
fumecheng-6396	23	54	and	and	CCONJ
fumecheng-6396	23	55	customer	customer	NOUN
fumecheng-6396	23	56	-	-	PUNCT
fumecheng-6396	23	57	tailored	tailor	VERB
fumecheng-6396	23	58	design	design	NOUN
fumecheng-6396	23	59	(	(	PUNCT
fumecheng-6396	23	60	for	for	ADP
fumecheng-6396	23	61	example	example	NOUN
fumecheng-6396	23	62	,	,	PUNCT
fumecheng-6396	23	63	special	special	ADJ
fumecheng-6396	23	64	medical	medical	ADJ
fumecheng-6396	23	65	devices	device	NOUN
fumecheng-6396	23	66	that	that	PRON
fumecheng-6396	23	67	need	need	VERB
fumecheng-6396	23	68	to	to	PART
fumecheng-6396	23	69	be	be	AUX
fumecheng-6396	23	70	fully	fully	ADV
fumecheng-6396	23	71	adopted	adopt	VERB
fumecheng-6396	23	72	to	to	ADP
fumecheng-6396	23	73	the	the	DET
fumecheng-6396	23	74	patient	patient	NOUN
fumecheng-6396	23	75	's	's	PART
fumecheng-6396	23	76	physiognomy	physiognomy	NOUN
fumecheng-6396	23	77	and	and	CCONJ
fumecheng-6396	23	78	physiology	physiology	NOUN
fumecheng-6396	23	79	)	)	PUNCT
fumecheng-6396	23	80	,	,	PUNCT
fumecheng-6396	23	81	among	among	ADP
fumecheng-6396	23	82	others	other	NOUN
fumecheng-6396	23	83	.	.	PUNCT
fumecheng-6396	24	1	in	in	ADP
fumecheng-6396	24	2	any	any	DET
fumecheng-6396	24	3	stage	stage	NOUN
fumecheng-6396	24	4	of	of	ADP
fumecheng-6396	24	5	the	the	DET
fumecheng-6396	24	6	custom	custom	NOUN
fumecheng-6396	24	7	product	product	NOUN
fumecheng-6396	24	8	design	design	NOUN
fumecheng-6396	24	9	,	,	PUNCT
fumecheng-6396	24	10	the	the	DET
fumecheng-6396	24	11	single	single	ADJ
fumecheng-6396	24	12	design	design	NOUN
fumecheng-6396	24	13	instance	instance	NOUN
fumecheng-6396	24	14	may	may	AUX
fumecheng-6396	24	15	be	be	AUX
fumecheng-6396	24	16	validated	validate	VERB
fumecheng-6396	24	17	.	.	PUNCT
fumecheng-6396	25	1	such	such	ADJ
fumecheng-6396	25	2	validation	validation	NOUN
fumecheng-6396	25	3	can	can	AUX
fumecheng-6396	25	4	be	be	AUX
fumecheng-6396	25	5	relatively	relatively	ADV
fumecheng-6396	25	6	simple	simple	ADJ
fumecheng-6396	25	7	and	and	CCONJ
fumecheng-6396	25	8	quick	quick	ADJ
fumecheng-6396	25	9	(	(	PUNCT
fumecheng-6396	25	10	for	for	ADP
fumecheng-6396	25	11	example	example	NOUN
fumecheng-6396	25	12	,	,	PUNCT
fumecheng-6396	25	13	inspection	inspection	NOUN
fumecheng-6396	25	14	of	of	ADP
fumecheng-6396	25	15	the	the	DET
fumecheng-6396	25	16	product	product	NOUN
fumecheng-6396	25	17	visual	visual	ADJ
fumecheng-6396	25	18	properties	property	NOUN
fumecheng-6396	25	19	by	by	ADP
fumecheng-6396	25	20	the	the	DET
fumecheng-6396	25	21	customer	customer	NOUN
fumecheng-6396	25	22	)	)	PUNCT
fumecheng-6396	25	23	but	but	CCONJ
fumecheng-6396	25	24	sometimes	sometimes	ADV
fumecheng-6396	25	25	,	,	PUNCT
fumecheng-6396	25	26	very	very	ADV
fumecheng-6396	25	27	troublesome	troublesome	ADJ
fumecheng-6396	25	28	and	and	CCONJ
fumecheng-6396	25	29	significant	significant	ADJ
fumecheng-6396	25	30	costincurring	costincurring	NOUN
fumecheng-6396	25	31	,	,	PUNCT
fumecheng-6396	25	32	such	such	ADJ
fumecheng-6396	25	33	as	as	ADP
fumecheng-6396	25	34	testing	testing	NOUN
fumecheng-6396	25	35	of	of	ADP
fumecheng-6396	25	36	the	the	DET
fumecheng-6396	25	37	product	product	NOUN
fumecheng-6396	25	38	instance	instance	NOUN
fumecheng-6396	25	39	physical	physical	ADJ
fumecheng-6396	25	40	properties	property	NOUN
fumecheng-6396	25	41	and	and	CCONJ
fumecheng-6396	25	42	its	its	PRON
fumecheng-6396	25	43	integrity	integrity	NOUN
fumecheng-6396	25	44	in	in	ADP
fumecheng-6396	25	45	the	the	DET
fumecheng-6396	25	46	exploitation	exploitation	NOUN
fumecheng-6396	25	47	conditions	condition	NOUN
fumecheng-6396	25	48	.	.	PUNCT
fumecheng-6396	26	1	some	some	PRON
fumecheng-6396	26	2	of	of	ADP
fumecheng-6396	26	3	the	the	DET
fumecheng-6396	26	4	physical	physical	ADJ
fumecheng-6396	26	5	quantities	quantity	NOUN
fumecheng-6396	26	6	and	and	CCONJ
fumecheng-6396	26	7	properties	property	NOUN
fumecheng-6396	26	8	that	that	PRON
fumecheng-6396	26	9	can	can	AUX
fumecheng-6396	26	10	be	be	AUX
fumecheng-6396	26	11	of	of	ADP
fumecheng-6396	26	12	great	great	ADJ
fumecheng-6396	26	13	importance	importance	NOUN
fumecheng-6396	26	14	for	for	ADP
fumecheng-6396	26	15	the	the	DET
fumecheng-6396	26	16	design	design	NOUN
fumecheng-6396	26	17	are	be	AUX
fumecheng-6396	26	18	deformation	deformation	NOUN
fumecheng-6396	26	19	,	,	PUNCT
fumecheng-6396	26	20	stress	stress	NOUN
fumecheng-6396	26	21	and	and	CCONJ
fumecheng-6396	26	22	product	product	NOUN
fumecheng-6396	26	23	mass	mass	NOUN
fumecheng-6396	26	24	.	.	PUNCT
fumecheng-6396	27	1	testing	testing	NOUN
fumecheng-6396	27	2	in	in	ADP
fumecheng-6396	27	3	exploitation	exploitation	NOUN
fumecheng-6396	27	4	conditions	condition	NOUN
fumecheng-6396	27	5	is	be	AUX
fumecheng-6396	27	6	often	often	ADV
fumecheng-6396	27	7	replaced	replace	VERB
fumecheng-6396	27	8	by	by	ADP
fumecheng-6396	27	9	simulating	simulate	VERB
fumecheng-6396	27	10	those	those	DET
fumecheng-6396	27	11	conditions	condition	NOUN
fumecheng-6396	27	12	by	by	ADP
fumecheng-6396	27	13	using	use	VERB
fumecheng-6396	27	14	the	the	DET
fumecheng-6396	27	15	finite	finite	ADJ
fumecheng-6396	27	16	element	element	NOUN
fumecheng-6396	27	17	analysis	analysis	NOUN
fumecheng-6396	27	18	(	(	PUNCT
fumecheng-6396	27	19	fea	fea	NOUN
fumecheng-6396	27	20	)	)	PUNCT
fumecheng-6396	27	21	method	method	NOUN
fumecheng-6396	27	22	[	[	X
fumecheng-6396	27	23	7	7	NUM
fumecheng-6396	27	24	]	]	PUNCT
fumecheng-6396	27	25	.	.	PUNCT
fumecheng-6396	28	1	fea	fea	PROPN
fumecheng-6396	28	2	relies	rely	VERB
fumecheng-6396	28	3	on	on	ADP
fumecheng-6396	28	4	the	the	DET
fumecheng-6396	28	5	finite	finite	ADJ
fumecheng-6396	28	6	element	element	NOUN
fumecheng-6396	28	7	method	method	NOUN
fumecheng-6396	28	8	(	(	PUNCT
fumecheng-6396	28	9	fem	fem	PROPN
fumecheng-6396	28	10	)	)	PUNCT
fumecheng-6396	28	11	,	,	PUNCT
fumecheng-6396	28	12	which	which	PRON
fumecheng-6396	28	13	is	be	AUX
fumecheng-6396	28	14	a	a	DET
fumecheng-6396	28	15	numerical	numerical	ADJ
fumecheng-6396	28	16	method	method	NOUN
fumecheng-6396	28	17	highly	highly	ADV
fumecheng-6396	28	18	used	use	VERB
fumecheng-6396	28	19	in	in	ADP
fumecheng-6396	28	20	structural	structural	ADJ
fumecheng-6396	28	21	,	,	PUNCT
fumecheng-6396	28	22	thermal	thermal	ADJ
fumecheng-6396	28	23	,	,	PUNCT
fumecheng-6396	28	24	and	and	CCONJ
fumecheng-6396	28	25	various	various	ADJ
fumecheng-6396	28	26	multi	multi	ADJ
fumecheng-6396	28	27	-	-	ADJ
fumecheng-6396	28	28	physics	physics	ADJ
fumecheng-6396	28	29	analyses	analysis	NOUN
fumecheng-6396	28	30	to	to	PART
fumecheng-6396	28	31	simulate	simulate	VERB
fumecheng-6396	28	32	product	product	NOUN
fumecheng-6396	28	33	behavior	behavior	NOUN
fumecheng-6396	28	34	in	in	ADP
fumecheng-6396	28	35	exploitation	exploitation	NOUN
fumecheng-6396	28	36	and	and	CCONJ
fumecheng-6396	28	37	calculate	calculate	VERB
fumecheng-6396	28	38	the	the	DET
fumecheng-6396	28	39	fields	field	NOUN
fumecheng-6396	28	40	of	of	ADP
fumecheng-6396	28	41	various	various	ADJ
fumecheng-6396	28	42	physical	physical	ADJ
fumecheng-6396	28	43	quantities	quantity	NOUN
fumecheng-6396	28	44	.	.	PUNCT
fumecheng-6396	29	1	fea	fea	PROPN
fumecheng-6396	29	2	could	could	AUX
fumecheng-6396	29	3	help	help	VERB
fumecheng-6396	29	4	to	to	PART
fumecheng-6396	29	5	calculate	calculate	VERB
fumecheng-6396	29	6	the	the	DET
fumecheng-6396	29	7	extreme	extreme	ADJ
fumecheng-6396	29	8	values	value	NOUN
fumecheng-6396	29	9	of	of	ADP
fumecheng-6396	29	10	physical	physical	ADJ
fumecheng-6396	29	11	quantities	quantity	NOUN
fumecheng-6396	29	12	and	and	CCONJ
fumecheng-6396	29	13	properties	property	NOUN
fumecheng-6396	29	14	,	,	PUNCT
fumecheng-6396	29	15	such	such	ADJ
fumecheng-6396	29	16	as	as	ADP
fumecheng-6396	29	17	deformation	deformation	NOUN
fumecheng-6396	29	18	,	,	PUNCT
fumecheng-6396	29	19	stress	stress	NOUN
fumecheng-6396	29	20	or	or	CCONJ
fumecheng-6396	29	21	strain	strain	VERB
fumecheng-6396	29	22	and	and	CCONJ
fumecheng-6396	29	23	compare	compare	VERB
fumecheng-6396	29	24	them	they	PRON
fumecheng-6396	29	25	to	to	ADP
fumecheng-6396	29	26	critical	critical	ADJ
fumecheng-6396	29	27	ones	one	NOUN
fumecheng-6396	29	28	,	,	PUNCT
fumecheng-6396	29	29	before	before	SCONJ
fumecheng-6396	29	30	the	the	DET
fumecheng-6396	29	31	product	product	NOUN
fumecheng-6396	29	32	is	be	AUX
fumecheng-6396	29	33	prototyped	prototype	VERB
fumecheng-6396	29	34	and	and	CCONJ
fumecheng-6396	29	35	tested	test	VERB
fumecheng-6396	29	36	in	in	ADP
fumecheng-6396	29	37	realistic	realistic	ADJ
fumecheng-6396	29	38	environments	environment	NOUN
fumecheng-6396	29	39	.	.	PUNCT
fumecheng-6396	30	1	unfortunately	unfortunately	ADV
fumecheng-6396	30	2	,	,	PUNCT
fumecheng-6396	30	3	despite	despite	SCONJ
fumecheng-6396	30	4	numerous	numerous	ADJ
fumecheng-6396	30	5	researchers	researcher	NOUN
fumecheng-6396	30	6	’	'	PUNCT
fumecheng-6396	30	7	efforts	effort	NOUN
fumecheng-6396	30	8	to	to	PART
fumecheng-6396	30	9	consider	consider	VERB
fumecheng-6396	30	10	possibility	possibility	NOUN
fumecheng-6396	30	11	of	of	ADP
fumecheng-6396	30	12	real	real	ADJ
fumecheng-6396	30	13	-	-	PUNCT
fumecheng-6396	30	14	time	time	NOUN
fumecheng-6396	30	15	simulation	simulation	NOUN
fumecheng-6396	30	16	[	[	X
fumecheng-6396	30	17	8][9	8][9	NOUN
fumecheng-6396	30	18	]	]	X
fumecheng-6396	30	19	,	,	PUNCT
fumecheng-6396	30	20	the	the	DET
fumecheng-6396	30	21	fea	fea	NOUN
fumecheng-6396	30	22	analysis	analysis	NOUN
fumecheng-6396	30	23	of	of	ADP
fumecheng-6396	30	24	the	the	DET
fumecheng-6396	30	25	customized	customize	VERB
fumecheng-6396	30	26	products	product	NOUN
fumecheng-6396	30	27	is	be	AUX
fumecheng-6396	30	28	often	often	ADV
fumecheng-6396	30	29	removed	remove	VERB
fumecheng-6396	30	30	from	from	ADP
fumecheng-6396	30	31	the	the	DET
fumecheng-6396	30	32	design	design	NOUN
fumecheng-6396	30	33	pipeline	pipeline	NOUN
fumecheng-6396	30	34	due	due	ADP
fumecheng-6396	30	35	to	to	ADP
fumecheng-6396	30	36	the	the	DET
fumecheng-6396	30	37	mass	mass	ADJ
fumecheng-6396	30	38	-	-	PUNCT
fumecheng-6396	30	39	customization	customization	NOUN
fumecheng-6396	30	40	related	relate	VERB
fumecheng-6396	30	41	time	time	NOUN
fumecheng-6396	30	42	/	/	SYM
fumecheng-6396	30	43	cost	cost	NOUN
fumecheng-6396	30	44	pressures	pressure	NOUN
fumecheng-6396	30	45	(	(	PUNCT
fumecheng-6396	30	46	fea	fea	PROPN
fumecheng-6396	30	47	software	software	NOUN
fumecheng-6396	30	48	annual	annual	ADJ
fumecheng-6396	30	49	subscription	subscription	NOUN
fumecheng-6396	30	50	rates	rate	NOUN
fumecheng-6396	30	51	are	be	AUX
fumecheng-6396	30	52	as	as	ADV
fumecheng-6396	30	53	high	high	ADJ
fumecheng-6396	30	54	as	as	ADP
fumecheng-6396	30	55	tens	ten	NOUN
fumecheng-6396	30	56	of	of	ADP
fumecheng-6396	30	57	thousands	thousand	NOUN
fumecheng-6396	30	58	of	of	ADP
fumecheng-6396	30	59	dollars	dollar	NOUN
fumecheng-6396	30	60	)	)	PUNCT
fumecheng-6396	30	61	,	,	PUNCT
fumecheng-6396	30	62	long	long	ADJ
fumecheng-6396	30	63	duration	duration	NOUN
fumecheng-6396	30	64	(	(	PUNCT
fumecheng-6396	30	65	complex	complex	ADJ
fumecheng-6396	30	66	product	product	NOUN
fumecheng-6396	30	67	fea	fea	NOUN
fumecheng-6396	30	68	alone	alone	ADV
fumecheng-6396	30	69	,	,	PUNCT
fumecheng-6396	30	70	novel	novel	ADJ
fumecheng-6396	30	71	methodology	methodology	NOUN
fumecheng-6396	30	72	for	for	ADP
fumecheng-6396	30	73	real	real	ADJ
fumecheng-6396	30	74	-	-	PUNCT
fumecheng-6396	30	75	time	time	NOUN
fumecheng-6396	30	76	structural	structural	ADJ
fumecheng-6396	30	77	analysis	analysis	NOUN
fumecheng-6396	30	78	assistance	assistance	NOUN
fumecheng-6396	30	79	in	in	ADP
fumecheng-6396	30	80	custom	custom	NOUN
fumecheng-6396	30	81	product	product	NOUN
fumecheng-6396	30	82	design	design	VERB
fumecheng-6396	30	83	295	295	NUM
fumecheng-6396	30	84	even	even	ADV
fumecheng-6396	30	85	without	without	ADP
fumecheng-6396	30	86	considering	consider	VERB
fumecheng-6396	30	87	fea	fea	PROPN
fumecheng-6396	30	88	model	model	NOUN
fumecheng-6396	30	89	preparation	preparation	NOUN
fumecheng-6396	30	90	,	,	PUNCT
fumecheng-6396	30	91	can	can	AUX
fumecheng-6396	30	92	last	last	VERB
fumecheng-6396	30	93	for	for	ADP
fumecheng-6396	30	94	hours	hour	NOUN
fumecheng-6396	30	95	,	,	PUNCT
fumecheng-6396	30	96	even	even	ADV
fumecheng-6396	30	97	days	day	NOUN
fumecheng-6396	30	98	)	)	PUNCT
fumecheng-6396	30	99	,	,	PUNCT
fumecheng-6396	30	100	highlevel	highlevel	ADJ
fumecheng-6396	30	101	expertise	expertise	NOUN
fumecheng-6396	30	102	requirements	requirement	NOUN
fumecheng-6396	30	103	and	and	CCONJ
fumecheng-6396	30	104	consequently	consequently	ADV
fumecheng-6396	30	105	,	,	PUNCT
fumecheng-6396	30	106	high	high	ADJ
fumecheng-6396	30	107	service	service	NOUN
fumecheng-6396	30	108	cost	cost	NOUN
fumecheng-6396	30	109	.	.	PUNCT
fumecheng-6396	31	1	we	we	PRON
fumecheng-6396	31	2	addressed	address	VERB
fumecheng-6396	31	3	the	the	DET
fumecheng-6396	31	4	above	above	ADJ
fumecheng-6396	31	5	issues	issue	NOUN
fumecheng-6396	31	6	by	by	ADP
fumecheng-6396	31	7	assuming	assume	VERB
fumecheng-6396	31	8	the	the	DET
fumecheng-6396	31	9	following	follow	VERB
fumecheng-6396	31	10	scenario	scenario	NOUN
fumecheng-6396	31	11	(	(	PUNCT
fumecheng-6396	31	12	see	see	VERB
fumecheng-6396	31	13	fig	fig	NOUN
fumecheng-6396	31	14	.	.	PUNCT
fumecheng-6396	32	1	1	1	NUM
fumecheng-6396	32	2	)	)	PUNCT
fumecheng-6396	32	3	.	.	PUNCT
fumecheng-6396	33	1	a	a	DET
fumecheng-6396	33	2	manufacturing	manufacture	VERB
fumecheng-6396	33	3	company	company	NOUN
fumecheng-6396	33	4	maintains	maintain	VERB
fumecheng-6396	33	5	a	a	DET
fumecheng-6396	33	6	parametric	parametric	ADJ
fumecheng-6396	33	7	model	model	NOUN
fumecheng-6396	33	8	of	of	ADP
fumecheng-6396	33	9	the	the	DET
fumecheng-6396	33	10	product	product	NOUN
fumecheng-6396	33	11	family	family	NOUN
fumecheng-6396	33	12	design	design	NOUN
fumecheng-6396	33	13	.	.	PUNCT
fumecheng-6396	34	1	upon	upon	SCONJ
fumecheng-6396	34	2	the	the	DET
fumecheng-6396	34	3	customer	customer	NOUN
fumecheng-6396	34	4	request	request	NOUN
fumecheng-6396	34	5	,	,	PUNCT
fumecheng-6396	34	6	the	the	DET
fumecheng-6396	34	7	designer	designer	NOUN
fumecheng-6396	34	8	needs	need	VERB
fumecheng-6396	34	9	to	to	PART
fumecheng-6396	34	10	create	create	VERB
fumecheng-6396	34	11	this	this	DET
fumecheng-6396	34	12	model	model	NOUN
fumecheng-6396	34	13	’s	’s	PART
fumecheng-6396	34	14	instance	instance	NOUN
fumecheng-6396	34	15	,	,	PUNCT
fumecheng-6396	34	16	so	so	CCONJ
fumecheng-6396	34	17	this	this	DET
fumecheng-6396	34	18	instance	instance	NOUN
fumecheng-6396	34	19	meets	meet	VERB
fumecheng-6396	34	20	all	all	DET
fumecheng-6396	34	21	the	the	DET
fumecheng-6396	34	22	given	give	VERB
fumecheng-6396	34	23	requirements	requirement	NOUN
fumecheng-6396	34	24	.	.	PUNCT
fumecheng-6396	35	1	instead	instead	ADV
fumecheng-6396	35	2	of	of	ADP
fumecheng-6396	35	3	launching	launch	VERB
fumecheng-6396	35	4	the	the	DET
fumecheng-6396	35	5	fea	fea	NOUN
fumecheng-6396	35	6	on	on	ADP
fumecheng-6396	35	7	the	the	DET
fumecheng-6396	35	8	specific	specific	ADJ
fumecheng-6396	35	9	instance	instance	NOUN
fumecheng-6396	35	10	,	,	PUNCT
fumecheng-6396	35	11	the	the	DET
fumecheng-6396	35	12	designer	designer	NOUN
fumecheng-6396	35	13	is	be	AUX
fumecheng-6396	35	14	assisted	assist	VERB
fumecheng-6396	35	15	in	in	ADP
fumecheng-6396	35	16	a	a	DET
fumecheng-6396	35	17	real	real	ADJ
fumecheng-6396	35	18	-	-	PUNCT
fumecheng-6396	35	19	time	time	NOUN
fumecheng-6396	35	20	by	by	ADP
fumecheng-6396	35	21	the	the	DET
fumecheng-6396	35	22	software	software	NOUN
fumecheng-6396	35	23	which	which	PRON
fumecheng-6396	35	24	is	be	AUX
fumecheng-6396	35	25	using	use	VERB
fumecheng-6396	35	26	the	the	DET
fumecheng-6396	35	27	model	model	NOUN
fumecheng-6396	35	28	we	we	PRON
fumecheng-6396	35	29	call	call	VERB
fumecheng-6396	35	30	the	the	DET
fumecheng-6396	35	31	“	"	PUNCT
fumecheng-6396	35	32	compiled	compiled	ADJ
fumecheng-6396	35	33	”	"	PUNCT
fumecheng-6396	35	34	generic	generic	PROPN
fumecheng-6396	35	35	fea	fea	PROPN
fumecheng-6396	35	36	model	model	NOUN
fumecheng-6396	35	37	.	.	PUNCT
fumecheng-6396	36	1	this	this	DET
fumecheng-6396	36	2	software	software	NOUN
fumecheng-6396	36	3	is	be	AUX
fumecheng-6396	36	4	integrated	integrate	VERB
fumecheng-6396	36	5	with	with	ADP
fumecheng-6396	36	6	the	the	DET
fumecheng-6396	36	7	cad	cad	PROPN
fumecheng-6396	36	8	package	package	NOUN
fumecheng-6396	36	9	used	use	VERB
fumecheng-6396	36	10	by	by	ADP
fumecheng-6396	36	11	the	the	DET
fumecheng-6396	36	12	designer	designer	NOUN
fumecheng-6396	36	13	.	.	PUNCT
fumecheng-6396	37	1	fig	fig	NOUN
fumecheng-6396	37	2	.	.	PUNCT
fumecheng-6396	38	1	1	1	NUM
fumecheng-6396	38	2	concept	concept	NOUN
fumecheng-6396	38	3	of	of	ADP
fumecheng-6396	38	4	using	use	VERB
fumecheng-6396	38	5	compiled	compile	VERB
fumecheng-6396	38	6	fea	fea	NOUN
fumecheng-6396	38	7	models	model	NOUN
fumecheng-6396	38	8	for	for	ADP
fumecheng-6396	38	9	real	real	ADJ
fumecheng-6396	38	10	-	-	PUNCT
fumecheng-6396	38	11	time	time	NOUN
fumecheng-6396	38	12	assistance	assistance	NOUN
fumecheng-6396	38	13	in	in	ADP
fumecheng-6396	38	14	product	product	NOUN
fumecheng-6396	38	15	design	design	NOUN
fumecheng-6396	38	16	and	and	CCONJ
fumecheng-6396	38	17	validation	validation	NOUN
fumecheng-6396	38	18	the	the	DET
fumecheng-6396	38	19	compiled	compiled	ADJ
fumecheng-6396	38	20	fea	fea	PROPN
fumecheng-6396	38	21	model	model	NOUN
fumecheng-6396	38	22	is	be	AUX
fumecheng-6396	38	23	based	base	VERB
fumecheng-6396	38	24	on	on	ADP
fumecheng-6396	38	25	the	the	DET
fumecheng-6396	38	26	physical	physical	ADJ
fumecheng-6396	38	27	quantities	quantity	NOUN
fumecheng-6396	38	28	and	and	CCONJ
fumecheng-6396	38	29	properties	property	NOUN
fumecheng-6396	38	30	(	(	PUNCT
fumecheng-6396	38	31	for	for	ADP
fumecheng-6396	38	32	example	example	NOUN
fumecheng-6396	38	33	,	,	PUNCT
fumecheng-6396	38	34	level	level	NOUN
fumecheng-6396	38	35	of	of	ADP
fumecheng-6396	38	36	mechanical	mechanical	ADJ
fumecheng-6396	38	37	stresses	stress	NOUN
fumecheng-6396	38	38	in	in	ADP
fumecheng-6396	38	39	critical	critical	ADJ
fumecheng-6396	38	40	product	product	NOUN
fumecheng-6396	38	41	areas	area	NOUN
fumecheng-6396	38	42	,	,	PUNCT
fumecheng-6396	38	43	product	product	NOUN
fumecheng-6396	38	44	mass	mass	NOUN
fumecheng-6396	38	45	and	and	CCONJ
fumecheng-6396	38	46	the	the	DET
fumecheng-6396	38	47	like	like	ADJ
fumecheng-6396	38	48	)	)	PUNCT
fumecheng-6396	38	49	of	of	ADP
fumecheng-6396	38	50	the	the	DET
fumecheng-6396	38	51	number	number	NOUN
fumecheng-6396	38	52	of	of	ADP
fumecheng-6396	38	53	“	"	PUNCT
fumecheng-6396	38	54	characteristic	characteristic	ADJ
fumecheng-6396	38	55	”	"	PUNCT
fumecheng-6396	38	56	data	datum	NOUN
fumecheng-6396	38	57	instances	instance	NOUN
fumecheng-6396	38	58	.	.	PUNCT
fumecheng-6396	39	1	characteristic	characteristic	ADJ
fumecheng-6396	39	2	data	datum	NOUN
fumecheng-6396	39	3	instances	instance	NOUN
fumecheng-6396	39	4	dataset	dataset	VERB
fumecheng-6396	39	5	is	be	AUX
fumecheng-6396	39	6	a	a	DET
fumecheng-6396	39	7	relatively	relatively	ADV
fumecheng-6396	39	8	large	large	ADJ
fumecheng-6396	39	9	collection	collection	NOUN
fumecheng-6396	39	10	of	of	ADP
fumecheng-6396	39	11	product	product	NOUN
fumecheng-6396	39	12	model	model	NOUN
fumecheng-6396	39	13	parameter	parameter	NOUN
fumecheng-6396	39	14	(	(	PUNCT
fumecheng-6396	39	15	lengths	length	NOUN
fumecheng-6396	39	16	,	,	PUNCT
fumecheng-6396	39	17	widths	width	NOUN
fumecheng-6396	39	18	,	,	PUNCT
fumecheng-6396	39	19	distances	distance	NOUN
fumecheng-6396	39	20	,	,	PUNCT
fumecheng-6396	39	21	material	material	NOUN
fumecheng-6396	39	22	properties	property	NOUN
fumecheng-6396	39	23	,	,	PUNCT
fumecheng-6396	39	24	etc	etc	X
fumecheng-6396	39	25	.	.	X
fumecheng-6396	39	26	)	)	PUNCT
fumecheng-6396	39	27	values	value	NOUN
fumecheng-6396	39	28	in	in	ADP
fumecheng-6396	39	29	the	the	DET
fumecheng-6396	39	30	selected	select	VERB
fumecheng-6396	39	31	regions	region	NOUN
fumecheng-6396	39	32	,	,	PUNCT
fumecheng-6396	39	33	associated	associate	VERB
fumecheng-6396	39	34	with	with	ADP
fumecheng-6396	39	35	previously	previously	ADV
fumecheng-6396	39	36	calculated	calculate	VERB
fumecheng-6396	39	37	mechanical	mechanical	ADJ
fumecheng-6396	39	38	quantities	quantity	NOUN
fumecheng-6396	39	39	and	and	CCONJ
fumecheng-6396	39	40	properties	property	NOUN
fumecheng-6396	39	41	(	(	PUNCT
fumecheng-6396	39	42	such	such	ADJ
fumecheng-6396	39	43	as	as	ADP
fumecheng-6396	39	44	stresses	stress	NOUN
fumecheng-6396	39	45	and	and	CCONJ
fumecheng-6396	39	46	product	product	NOUN
fumecheng-6396	39	47	mass	mass	PROPN
fumecheng-6396	39	48	)	)	PUNCT
fumecheng-6396	39	49	.	.	PUNCT
fumecheng-6396	40	1	those	those	PRON
fumecheng-6396	40	2	are	be	AUX
fumecheng-6396	40	3	calculated	calculate	VERB
fumecheng-6396	40	4	once	once	ADV
fumecheng-6396	40	5	(	(	PUNCT
fumecheng-6396	40	6	by	by	ADP
fumecheng-6396	40	7	using	use	VERB
fumecheng-6396	40	8	fea	fea	PROPN
fumecheng-6396	40	9	software	software	NOUN
fumecheng-6396	40	10	)	)	PUNCT
fumecheng-6396	40	11	for	for	ADP
fumecheng-6396	40	12	each	each	PRON
fumecheng-6396	40	13	of	of	ADP
fumecheng-6396	40	14	the	the	DET
fumecheng-6396	40	15	parameters	parameter	NOUN
fumecheng-6396	40	16	'	'	PART
fumecheng-6396	40	17	instances	instance	NOUN
fumecheng-6396	40	18	,	,	PUNCT
fumecheng-6396	40	19	for	for	ADP
fumecheng-6396	40	20	the	the	DET
fumecheng-6396	40	21	whole	whole	ADJ
fumecheng-6396	40	22	product	product	NOUN
fumecheng-6396	40	23	family	family	NOUN
fumecheng-6396	40	24	and	and	CCONJ
fumecheng-6396	40	25	then	then	ADV
fumecheng-6396	40	26	used	use	VERB
fumecheng-6396	40	27	to	to	PART
fumecheng-6396	40	28	fit	fit	VERB
fumecheng-6396	40	29	the	the	DET
fumecheng-6396	40	30	prediction	prediction	NOUN
fumecheng-6396	40	31	function	function	NOUN
fumecheng-6396	40	32	,	,	PUNCT
fumecheng-6396	40	33	derived	derive	VERB
fumecheng-6396	40	34	by	by	ADP
fumecheng-6396	40	35	using	use	VERB
fumecheng-6396	40	36	a	a	DET
fumecheng-6396	40	37	machine	machine	NOUN
fumecheng-6396	40	38	learning	learning	NOUN
fumecheng-6396	40	39	(	(	PUNCT
fumecheng-6396	40	40	ml	ml	NOUN
fumecheng-6396	40	41	)	)	PUNCT
fumecheng-6396	40	42	algorithm	algorithm	NOUN
fumecheng-6396	41	1	[	[	X
fumecheng-6396	41	2	10	10	NUM
fumecheng-6396	41	3	]	]	PUNCT
fumecheng-6396	41	4	.	.	PUNCT
fumecheng-6396	42	1	therefore	therefore	ADV
fumecheng-6396	42	2	,	,	PUNCT
fumecheng-6396	42	3	the	the	DET
fumecheng-6396	42	4	compiled	compiled	ADJ
fumecheng-6396	42	5	fea	fea	PROPN
fumecheng-6396	42	6	model	model	NOUN
fumecheng-6396	42	7	is	be	AUX
fumecheng-6396	42	8	actually	actually	ADV
fumecheng-6396	42	9	a	a	DET
fumecheng-6396	42	10	serialized	serialized	ADJ
fumecheng-6396	42	11	ml	ml	NOUN
fumecheng-6396	42	12	model	model	NOUN
fumecheng-6396	42	13	and	and	CCONJ
fumecheng-6396	42	14	it	it	PRON
fumecheng-6396	42	15	involves	involve	VERB
fumecheng-6396	42	16	the	the	DET
fumecheng-6396	42	17	dataset	dataset	NOUN
fumecheng-6396	42	18	with	with	ADP
fumecheng-6396	42	19	characteristic	characteristic	ADJ
fumecheng-6396	42	20	instances	instance	NOUN
fumecheng-6396	42	21	,	,	PUNCT
fumecheng-6396	42	22	the	the	DET
fumecheng-6396	42	23	selected	select	VERB
fumecheng-6396	42	24	ml	ml	NOUN
fumecheng-6396	42	25	algorithm	algorithm	NOUN
fumecheng-6396	42	26	and	and	CCONJ
fumecheng-6396	42	27	the	the	DET
fumecheng-6396	42	28	best	good	ADJ
fumecheng-6396	42	29	performing	perform	VERB
fumecheng-6396	42	30	hyper	hyper	NOUN
fumecheng-6396	42	31	-	-	NOUN
fumecheng-6396	42	32	parameters	parameter	NOUN
fumecheng-6396	42	33	.	.	PUNCT
fumecheng-6396	43	1	from	from	ADP
fumecheng-6396	43	2	the	the	DET
fumecheng-6396	43	3	performance	performance	NOUN
fumecheng-6396	43	4	point	point	NOUN
fumecheng-6396	43	5	of	of	ADP
fumecheng-6396	43	6	view	view	NOUN
fumecheng-6396	43	7	,	,	PUNCT
fumecheng-6396	43	8	predicting	predict	VERB
fumecheng-6396	43	9	the	the	DET
fumecheng-6396	43	10	physical	physical	ADJ
fumecheng-6396	43	11	quantities	quantity	NOUN
fumecheng-6396	43	12	and	and	CCONJ
fumecheng-6396	43	13	properties	property	NOUN
fumecheng-6396	43	14	based	base	VERB
fumecheng-6396	43	15	on	on	ADP
fumecheng-6396	43	16	the	the	DET
fumecheng-6396	43	17	specific	specific	ADJ
fumecheng-6396	43	18	set	set	NOUN
fumecheng-6396	43	19	of	of	ADP
fumecheng-6396	43	20	the	the	DET
fumecheng-6396	43	21	parametric	parametric	ADJ
fumecheng-6396	43	22	model	model	NOUN
fumecheng-6396	43	23	values	value	NOUN
fumecheng-6396	43	24	is	be	AUX
fumecheng-6396	43	25	trivial	trivial	ADJ
fumecheng-6396	43	26	and	and	CCONJ
fumecheng-6396	43	27	such	such	ADJ
fumecheng-6396	43	28	service	service	NOUN
fumecheng-6396	43	29	can	can	AUX
fumecheng-6396	43	30	be	be	AUX
fumecheng-6396	43	31	executed	execute	VERB
fumecheng-6396	43	32	in	in	ADP
fumecheng-6396	43	33	a	a	DET
fumecheng-6396	43	34	real	real	ADJ
fumecheng-6396	43	35	-	-	PUNCT
fumecheng-6396	43	36	time	time	NOUN
fumecheng-6396	43	37	,	,	PUNCT
fumecheng-6396	43	38	during	during	ADP
fumecheng-6396	43	39	the	the	DET
fumecheng-6396	43	40	custom	custom	NOUN
fumecheng-6396	43	41	product	product	NOUN
fumecheng-6396	43	42	design	design	NOUN
fumecheng-6396	43	43	.	.	PUNCT
fumecheng-6396	44	1	more	more	ADV
fumecheng-6396	44	2	important	important	ADJ
fumecheng-6396	44	3	,	,	PUNCT
fumecheng-6396	44	4	no	no	DET
fumecheng-6396	44	5	additional	additional	ADJ
fumecheng-6396	44	6	cost	cost	NOUN
fumecheng-6396	44	7	is	be	AUX
fumecheng-6396	44	8	incurred	incur	VERB
fumecheng-6396	44	9	.	.	PUNCT
fumecheng-6396	45	1	the	the	DET
fumecheng-6396	45	2	key	key	ADJ
fumecheng-6396	45	3	hypothesis	hypothesis	NOUN
fumecheng-6396	45	4	of	of	ADP
fumecheng-6396	45	5	the	the	DET
fumecheng-6396	45	6	research	research	NOUN
fumecheng-6396	45	7	work	work	NOUN
fumecheng-6396	45	8	behind	behind	ADP
fumecheng-6396	45	9	this	this	DET
fumecheng-6396	45	10	paper	paper	NOUN
fumecheng-6396	45	11	is	be	AUX
fumecheng-6396	45	12	that	that	SCONJ
fumecheng-6396	45	13	based	base	VERB
fumecheng-6396	45	14	on	on	ADP
fumecheng-6396	45	15	the	the	DET
fumecheng-6396	45	16	above	above	ADJ
fumecheng-6396	45	17	dataset	dataset	NOUN
fumecheng-6396	45	18	,	,	PUNCT
fumecheng-6396	45	19	ml	ml	ADP
fumecheng-6396	45	20	models	model	NOUN
fumecheng-6396	45	21	can	can	AUX
fumecheng-6396	45	22	be	be	AUX
fumecheng-6396	45	23	developed	develop	VERB
fumecheng-6396	45	24	for	for	ADP
fumecheng-6396	45	25	predicting	predict	VERB
fumecheng-6396	45	26	physical	physical	ADJ
fumecheng-6396	45	27	quantities	quantity	NOUN
fumecheng-6396	45	28	and	and	CCONJ
fumecheng-6396	45	29	properties	property	NOUN
fumecheng-6396	45	30	of	of	ADP
fumecheng-6396	45	31	the	the	DET
fumecheng-6396	45	32	custom	custom	NOUN
fumecheng-6396	45	33	product	product	NOUN
fumecheng-6396	45	34	which	which	PRON
fumecheng-6396	45	35	was	be	AUX
fumecheng-6396	45	36	instantiated	instantiate	VERB
fumecheng-6396	45	37	by	by	ADP
fumecheng-6396	45	38	selecting	select	VERB
fumecheng-6396	45	39	the	the	DET
fumecheng-6396	45	40	appropriate	appropriate	ADJ
fumecheng-6396	45	41	design	design	NOUN
fumecheng-6396	45	42	parameters	parameter	NOUN
fumecheng-6396	45	43	with	with	ADP
fumecheng-6396	45	44	sufficient	sufficient	ADJ
fumecheng-6396	45	45	accuracy	accuracy	NOUN
fumecheng-6396	45	46	.	.	PUNCT
fumecheng-6396	46	1	another	another	DET
fumecheng-6396	46	2	hypothesis	hypothesis	NOUN
fumecheng-6396	46	3	,	,	PUNCT
fumecheng-6396	46	4	which	which	PRON
fumecheng-6396	46	5	will	will	AUX
fumecheng-6396	46	6	not	not	PART
fumecheng-6396	46	7	be	be	AUX
fumecheng-6396	46	8	addressed	address	VERB
fumecheng-6396	46	9	in	in	ADP
fumecheng-6396	46	10	this	this	DET
fumecheng-6396	46	11	paper	paper	NOUN
fumecheng-6396	46	12	is	be	AUX
fumecheng-6396	46	13	that	that	SCONJ
fumecheng-6396	46	14	multi	multi	ADJ
fumecheng-6396	46	15	-	-	ADJ
fumecheng-6396	46	16	criteria	criteria	ADJ
fumecheng-6396	46	17	optimization	optimization	NOUN
fumecheng-6396	46	18	methods	method	NOUN
fumecheng-6396	46	19	[	[	X
fumecheng-6396	46	20	11	11	NUM
fumecheng-6396	46	21	]	]	PUNCT
fumecheng-6396	46	22	can	can	AUX
fumecheng-6396	46	23	be	be	AUX
fumecheng-6396	46	24	used	use	VERB
fumecheng-6396	46	25	to	to	PART
fumecheng-6396	46	26	identify	identify	VERB
fumecheng-6396	46	27	all	all	DET
fumecheng-6396	46	28	local	local	ADJ
fumecheng-6396	46	29	optimums	optimum	NOUN
fumecheng-6396	46	30	,	,	PUNCT
fumecheng-6396	46	31	296	296	NUM
fumecheng-6396	46	32	m.	m.	NOUN
fumecheng-6396	46	33	zdravković	zdravković	NOUN
fumecheng-6396	46	34	,	,	PUNCT
fumecheng-6396	46	35	n.	n.	PROPN
fumecheng-6396	46	36	korunović	korunović	PROPN
fumecheng-6396	46	37	namely	namely	ADV
fumecheng-6396	46	38	,	,	PUNCT
fumecheng-6396	46	39	to	to	PART
fumecheng-6396	46	40	identify	identify	VERB
fumecheng-6396	46	41	the	the	DET
fumecheng-6396	46	42	characteristic	characteristic	ADJ
fumecheng-6396	46	43	instances	instance	NOUN
fumecheng-6396	46	44	from	from	ADP
fumecheng-6396	46	45	the	the	DET
fumecheng-6396	46	46	dataset	dataset	NOUN
fumecheng-6396	46	47	that	that	PRON
fumecheng-6396	46	48	are	be	AUX
fumecheng-6396	46	49	associated	associate	VERB
fumecheng-6396	46	50	with	with	ADP
fumecheng-6396	46	51	the	the	DET
fumecheng-6396	46	52	best	good	ADJ
fumecheng-6396	46	53	combination	combination	NOUN
fumecheng-6396	46	54	of	of	ADP
fumecheng-6396	46	55	physical	physical	ADJ
fumecheng-6396	46	56	quantities	quantity	NOUN
fumecheng-6396	46	57	and	and	CCONJ
fumecheng-6396	46	58	properties	property	NOUN
fumecheng-6396	46	59	.	.	PUNCT
fumecheng-6396	47	1	some	some	DET
fumecheng-6396	47	2	initial	initial	ADJ
fumecheng-6396	47	3	work	work	NOUN
fumecheng-6396	47	4	addressing	address	VERB
fumecheng-6396	47	5	the	the	DET
fumecheng-6396	47	6	optimization	optimization	NOUN
fumecheng-6396	47	7	problem	problem	NOUN
fumecheng-6396	47	8	has	have	AUX
fumecheng-6396	47	9	been	be	AUX
fumecheng-6396	47	10	already	already	ADV
fumecheng-6396	47	11	done	do	VERB
fumecheng-6396	47	12	[	[	X
fumecheng-6396	47	13	12	12	NUM
fumecheng-6396	47	14	]	]	PUNCT
fumecheng-6396	47	15	.	.	PUNCT
fumecheng-6396	48	1	the	the	DET
fumecheng-6396	48	2	concept	concept	NOUN
fumecheng-6396	48	3	of	of	ADP
fumecheng-6396	48	4	the	the	DET
fumecheng-6396	48	5	solution	solution	NOUN
fumecheng-6396	48	6	has	have	AUX
fumecheng-6396	48	7	been	be	AUX
fumecheng-6396	48	8	already	already	ADV
fumecheng-6396	48	9	proposed	propose	VERB
fumecheng-6396	48	10	by	by	ADP
fumecheng-6396	48	11	the	the	DET
fumecheng-6396	48	12	authors	author	NOUN
fumecheng-6396	48	13	[	[	X
fumecheng-6396	48	14	13	13	NUM
fumecheng-6396	48	15	]	]	PUNCT
fumecheng-6396	48	16	.	.	PUNCT
fumecheng-6396	49	1	in	in	ADP
fumecheng-6396	49	2	this	this	DET
fumecheng-6396	49	3	paper	paper	NOUN
fumecheng-6396	49	4	,	,	PUNCT
fumecheng-6396	49	5	the	the	DET
fumecheng-6396	49	6	concept	concept	NOUN
fumecheng-6396	49	7	is	be	AUX
fumecheng-6396	49	8	further	far	ADV
fumecheng-6396	49	9	elaborated	elaborate	VERB
fumecheng-6396	49	10	and	and	CCONJ
fumecheng-6396	49	11	demonstrated	demonstrate	VERB
fumecheng-6396	49	12	by	by	ADP
fumecheng-6396	49	13	considering	consider	VERB
fumecheng-6396	49	14	realistic	realistic	ADJ
fumecheng-6396	49	15	design	design	NOUN
fumecheng-6396	49	16	and	and	CCONJ
fumecheng-6396	49	17	exploitation	exploitation	NOUN
fumecheng-6396	49	18	aspects	aspect	NOUN
fumecheng-6396	49	19	(	(	PUNCT
fumecheng-6396	49	20	dataset	dataset	NOUN
fumecheng-6396	49	21	)	)	PUNCT
fumecheng-6396	49	22	,	,	PUNCT
fumecheng-6396	49	23	with	with	ADP
fumecheng-6396	49	24	improved	improved	ADJ
fumecheng-6396	49	25	methodology	methodology	NOUN
fumecheng-6396	49	26	,	,	PUNCT
fumecheng-6396	49	27	analysis	analysis	NOUN
fumecheng-6396	49	28	of	of	ADP
fumecheng-6396	49	29	the	the	DET
fumecheng-6396	49	30	results	result	NOUN
fumecheng-6396	49	31	and	and	CCONJ
fumecheng-6396	49	32	their	their	PRON
fumecheng-6396	49	33	visualization	visualization	NOUN
fumecheng-6396	49	34	.	.	PUNCT
fumecheng-6396	50	1	the	the	DET
fumecheng-6396	50	2	remainder	remainder	NOUN
fumecheng-6396	50	3	of	of	ADP
fumecheng-6396	50	4	the	the	DET
fumecheng-6396	50	5	paper	paper	NOUN
fumecheng-6396	50	6	is	be	AUX
fumecheng-6396	50	7	structured	structure	VERB
fumecheng-6396	50	8	as	as	SCONJ
fumecheng-6396	50	9	follows	follow	VERB
fumecheng-6396	50	10	.	.	PUNCT
fumecheng-6396	51	1	first	first	ADV
fumecheng-6396	51	2	,	,	PUNCT
fumecheng-6396	51	3	a	a	DET
fumecheng-6396	51	4	novel	novel	ADJ
fumecheng-6396	51	5	methodology	methodology	NOUN
fumecheng-6396	51	6	for	for	ADP
fumecheng-6396	51	7	facilitating	facilitate	VERB
fumecheng-6396	51	8	real	real	ADJ
fumecheng-6396	51	9	-	-	PUNCT
fumecheng-6396	51	10	time	time	NOUN
fumecheng-6396	51	11	assistance	assistance	NOUN
fumecheng-6396	51	12	in	in	ADP
fumecheng-6396	51	13	validating	validate	VERB
fumecheng-6396	51	14	the	the	DET
fumecheng-6396	51	15	custom	custom	NOUN
fumecheng-6396	51	16	product	product	NOUN
fumecheng-6396	51	17	design	design	NOUN
fumecheng-6396	51	18	is	be	AUX
fumecheng-6396	51	19	presented	present	VERB
fumecheng-6396	51	20	.	.	PUNCT
fumecheng-6396	52	1	then	then	ADV
fumecheng-6396	52	2	,	,	PUNCT
fumecheng-6396	52	3	the	the	DET
fumecheng-6396	52	4	methodology	methodology	NOUN
fumecheng-6396	52	5	is	be	AUX
fumecheng-6396	52	6	demonstrated	demonstrate	VERB
fumecheng-6396	52	7	in	in	ADP
fumecheng-6396	52	8	the	the	DET
fumecheng-6396	52	9	case	case	NOUN
fumecheng-6396	52	10	study	study	NOUN
fumecheng-6396	52	11	of	of	ADP
fumecheng-6396	52	12	validating	validate	VERB
fumecheng-6396	52	13	the	the	DET
fumecheng-6396	52	14	design	design	NOUN
fumecheng-6396	52	15	of	of	ADP
fumecheng-6396	52	16	the	the	DET
fumecheng-6396	52	17	internal	internal	ADJ
fumecheng-6396	52	18	fixator	fixator	NOUN
fumecheng-6396	52	19	medical	medical	ADJ
fumecheng-6396	52	20	device	device	NOUN
fumecheng-6396	52	21	.	.	PUNCT
fumecheng-6396	53	1	finally	finally	ADV
fumecheng-6396	53	2	,	,	PUNCT
fumecheng-6396	53	3	the	the	DET
fumecheng-6396	53	4	guidelines	guideline	NOUN
fumecheng-6396	53	5	for	for	ADP
fumecheng-6396	53	6	the	the	DET
fumecheng-6396	53	7	implementation	implementation	NOUN
fumecheng-6396	53	8	of	of	ADP
fumecheng-6396	53	9	the	the	DET
fumecheng-6396	53	10	methodology	methodology	NOUN
fumecheng-6396	53	11	and	and	CCONJ
fumecheng-6396	53	12	its	its	PRON
fumecheng-6396	53	13	use	use	NOUN
fumecheng-6396	53	14	in	in	ADP
fumecheng-6396	53	15	daily	daily	ADJ
fumecheng-6396	53	16	practice	practice	NOUN
fumecheng-6396	53	17	are	be	AUX
fumecheng-6396	53	18	provided	provide	VERB
fumecheng-6396	53	19	.	.	PUNCT
fumecheng-6396	54	1	2	2	X
fumecheng-6396	54	2	.	.	X
fumecheng-6396	54	3	methodology	methodology	NOUN
fumecheng-6396	54	4	the	the	DET
fumecheng-6396	54	5	process	process	NOUN
fumecheng-6396	54	6	in	in	ADP
fumecheng-6396	54	7	which	which	PRON
fumecheng-6396	54	8	the	the	DET
fumecheng-6396	54	9	compiled	compiled	ADJ
fumecheng-6396	54	10	fea	fea	PROPN
fumecheng-6396	54	11	model	model	NOUN
fumecheng-6396	54	12	is	be	AUX
fumecheng-6396	54	13	built	build	VERB
fumecheng-6396	54	14	consists	consist	NOUN
fumecheng-6396	54	15	of	of	ADP
fumecheng-6396	54	16	two	two	NUM
fumecheng-6396	54	17	major	major	ADJ
fumecheng-6396	54	18	activities	activity	NOUN
fumecheng-6396	54	19	:	:	PUNCT
fumecheng-6396	54	20	design	design	NOUN
fumecheng-6396	54	21	of	of	ADP
fumecheng-6396	54	22	experiment	experiment	NOUN
fumecheng-6396	54	23	and	and	CCONJ
fumecheng-6396	54	24	training	train	VERB
fumecheng-6396	54	25	the	the	DET
fumecheng-6396	54	26	prediction	prediction	NOUN
fumecheng-6396	54	27	model	model	NOUN
fumecheng-6396	54	28	.	.	PUNCT
fumecheng-6396	55	1	design	design	NOUN
fumecheng-6396	55	2	-	-	PUNCT
fumecheng-6396	55	3	of	of	ADP
fumecheng-6396	55	4	-	-	PUNCT
fumecheng-6396	55	5	experiment	experiment	NOUN
fumecheng-6396	55	6	(	(	PUNCT
fumecheng-6396	55	7	doe	doe	NOUN
fumecheng-6396	55	8	)	)	PUNCT
fumecheng-6396	55	9	feature	feature	NOUN
fumecheng-6396	55	10	of	of	ADP
fumecheng-6396	55	11	the	the	DET
fumecheng-6396	55	12	selected	select	VERB
fumecheng-6396	55	13	fea	fea	NOUN
fumecheng-6396	55	14	tool	tool	NOUN
fumecheng-6396	55	15	is	be	AUX
fumecheng-6396	55	16	used	use	VERB
fumecheng-6396	55	17	to	to	PART
fumecheng-6396	55	18	create	create	VERB
fumecheng-6396	55	19	the	the	DET
fumecheng-6396	55	20	dataset	dataset	NOUN
fumecheng-6396	55	21	of	of	ADP
fumecheng-6396	55	22	characteristic	characteristic	ADJ
fumecheng-6396	55	23	product	product	NOUN
fumecheng-6396	55	24	instances	instance	NOUN
fumecheng-6396	55	25	,	,	PUNCT
fumecheng-6396	55	26	based	base	VERB
fumecheng-6396	55	27	on	on	ADP
fumecheng-6396	55	28	the	the	DET
fumecheng-6396	55	29	selected	select	VERB
fumecheng-6396	55	30	product	product	NOUN
fumecheng-6396	55	31	family	family	NOUN
fumecheng-6396	55	32	parametric	parametric	ADJ
fumecheng-6396	55	33	model	model	NOUN
fumecheng-6396	55	34	.	.	PUNCT
fumecheng-6396	56	1	doe	doe	NOUN
fumecheng-6396	56	2	feature	feature	NOUN
fumecheng-6396	56	3	of	of	ADP
fumecheng-6396	56	4	standard	standard	ADJ
fumecheng-6396	56	5	fea	fea	NOUN
fumecheng-6396	56	6	tool	tool	NOUN
fumecheng-6396	56	7	is	be	AUX
fumecheng-6396	56	8	usually	usually	ADV
fumecheng-6396	56	9	a	a	DET
fumecheng-6396	56	10	part	part	NOUN
fumecheng-6396	56	11	of	of	ADP
fumecheng-6396	56	12	design	design	NOUN
fumecheng-6396	56	13	exploration	exploration	NOUN
fumecheng-6396	56	14	functionality	functionality	NOUN
fumecheng-6396	56	15	and	and	CCONJ
fumecheng-6396	56	16	serves	serve	VERB
fumecheng-6396	56	17	as	as	ADP
fumecheng-6396	56	18	a	a	DET
fumecheng-6396	56	19	basis	basis	NOUN
fumecheng-6396	56	20	for	for	ADP
fumecheng-6396	56	21	design	design	NOUN
fumecheng-6396	56	22	surface	surface	NOUN
fumecheng-6396	56	23	-	-	PUNCT
fumecheng-6396	56	24	based	base	VERB
fumecheng-6396	56	25	optimization	optimization	NOUN
fumecheng-6396	56	26	.	.	PUNCT
fumecheng-6396	57	1	design	design	NOUN
fumecheng-6396	57	2	surfaces	surface	NOUN
fumecheng-6396	57	3	are	be	AUX
fumecheng-6396	57	4	fitted	fit	VERB
fumecheng-6396	57	5	to	to	ADP
fumecheng-6396	57	6	the	the	DET
fumecheng-6396	57	7	dataset	dataset	NOUN
fumecheng-6396	57	8	obtained	obtain	VERB
fumecheng-6396	57	9	from	from	ADP
fumecheng-6396	57	10	doe	doe	NOUN
fumecheng-6396	57	11	and	and	CCONJ
fumecheng-6396	57	12	serve	serve	VERB
fumecheng-6396	57	13	as	as	ADP
fumecheng-6396	57	14	meta	meta	NOUN
fumecheng-6396	57	15	-	-	PUNCT
fumecheng-6396	57	16	models	model	NOUN
fumecheng-6396	57	17	predicting	predict	VERB
fumecheng-6396	57	18	the	the	DET
fumecheng-6396	57	19	relations	relation	NOUN
fumecheng-6396	57	20	between	between	ADP
fumecheng-6396	57	21	input	input	NOUN
fumecheng-6396	57	22	and	and	CCONJ
fumecheng-6396	57	23	output	output	NOUN
fumecheng-6396	57	24	parameters	parameter	NOUN
fumecheng-6396	57	25	.	.	PUNCT
fumecheng-6396	58	1	various	various	ADJ
fumecheng-6396	58	2	experimental	experimental	ADJ
fumecheng-6396	58	3	plans	plan	NOUN
fumecheng-6396	58	4	are	be	AUX
fumecheng-6396	58	5	usually	usually	ADV
fumecheng-6396	58	6	available	available	ADJ
fumecheng-6396	58	7	when	when	SCONJ
fumecheng-6396	58	8	doe	doe	NOUN
fumecheng-6396	58	9	is	be	AUX
fumecheng-6396	58	10	performed	perform	VERB
fumecheng-6396	58	11	.	.	PUNCT
fumecheng-6396	59	1	the	the	DET
fumecheng-6396	59	2	choice	choice	NOUN
fumecheng-6396	59	3	of	of	ADP
fumecheng-6396	59	4	experimental	experimental	ADJ
fumecheng-6396	59	5	plan	plan	NOUN
fumecheng-6396	59	6	depends	depend	VERB
fumecheng-6396	59	7	on	on	ADP
fumecheng-6396	59	8	the	the	DET
fumecheng-6396	59	9	non	non	NOUN
fumecheng-6396	59	10	-	-	NOUN
fumecheng-6396	59	11	linearity	linearity	NOUN
fumecheng-6396	59	12	of	of	ADP
fumecheng-6396	59	13	the	the	DET
fumecheng-6396	59	14	relations	relation	NOUN
fumecheng-6396	59	15	between	between	ADP
fumecheng-6396	59	16	design	design	NOUN
fumecheng-6396	59	17	parameters	parameter	NOUN
fumecheng-6396	59	18	and	and	CCONJ
fumecheng-6396	59	19	output	output	NOUN
fumecheng-6396	59	20	parameters	parameter	NOUN
fumecheng-6396	59	21	(	(	PUNCT
fumecheng-6396	59	22	such	such	ADJ
fumecheng-6396	59	23	as	as	ADP
fumecheng-6396	59	24	deformation	deformation	NOUN
fumecheng-6396	59	25	or	or	CCONJ
fumecheng-6396	59	26	stress	stress	NOUN
fumecheng-6396	59	27	)	)	PUNCT
fumecheng-6396	59	28	.	.	PUNCT
fumecheng-6396	60	1	highly	highly	ADV
fumecheng-6396	60	2	nonlinear	nonlinear	ADJ
fumecheng-6396	60	3	relations	relation	NOUN
fumecheng-6396	60	4	require	require	VERB
fumecheng-6396	60	5	experimental	experimental	ADJ
fumecheng-6396	60	6	plans	plan	NOUN
fumecheng-6396	60	7	that	that	PRON
fumecheng-6396	60	8	contain	contain	VERB
fumecheng-6396	60	9	more	more	ADJ
fumecheng-6396	60	10	data	datum	NOUN
fumecheng-6396	60	11	points	point	NOUN
fumecheng-6396	60	12	and	and	CCONJ
fumecheng-6396	60	13	cover	cover	VERB
fumecheng-6396	60	14	the	the	DET
fumecheng-6396	60	15	whole	whole	ADJ
fumecheng-6396	60	16	design	design	NOUN
fumecheng-6396	60	17	space	space	NOUN
fumecheng-6396	60	18	,	,	PUNCT
fumecheng-6396	60	19	including	include	VERB
fumecheng-6396	60	20	its	its	PRON
fumecheng-6396	60	21	extreme	extreme	ADJ
fumecheng-6396	60	22	values	value	NOUN
fumecheng-6396	60	23	.	.	PUNCT
fumecheng-6396	61	1	the	the	DET
fumecheng-6396	61	2	ml	ml	ADV
fumecheng-6396	61	3	-	-	PUNCT
fumecheng-6396	61	4	based	base	VERB
fumecheng-6396	61	5	model	model	NOUN
fumecheng-6396	61	6	proposed	propose	VERB
fumecheng-6396	61	7	here	here	ADV
fumecheng-6396	61	8	requires	require	VERB
fumecheng-6396	61	9	that	that	SCONJ
fumecheng-6396	61	10	a	a	DET
fumecheng-6396	61	11	detailed	detailed	ADJ
fumecheng-6396	61	12	dataset	dataset	NOUN
fumecheng-6396	61	13	should	should	AUX
fumecheng-6396	61	14	be	be	AUX
fumecheng-6396	61	15	created	create	VERB
fumecheng-6396	61	16	.	.	PUNCT
fumecheng-6396	62	1	if	if	SCONJ
fumecheng-6396	62	2	this	this	PRON
fumecheng-6396	62	3	can	can	AUX
fumecheng-6396	62	4	not	not	PART
fumecheng-6396	62	5	be	be	AUX
fumecheng-6396	62	6	accomplished	accomplish	VERB
fumecheng-6396	62	7	using	use	VERB
fumecheng-6396	62	8	standard	standard	ADJ
fumecheng-6396	62	9	detailed	detailed	ADJ
fumecheng-6396	62	10	experimental	experimental	ADJ
fumecheng-6396	62	11	plans	plan	NOUN
fumecheng-6396	62	12	,	,	PUNCT
fumecheng-6396	62	13	a	a	DET
fumecheng-6396	62	14	custom	custom	NOUN
fumecheng-6396	62	15	experimental	experimental	ADJ
fumecheng-6396	62	16	plan	plan	NOUN
fumecheng-6396	62	17	may	may	AUX
fumecheng-6396	62	18	be	be	AUX
fumecheng-6396	62	19	used	use	VERB
fumecheng-6396	62	20	.	.	PUNCT
fumecheng-6396	63	1	after	after	SCONJ
fumecheng-6396	63	2	the	the	DET
fumecheng-6396	63	3	experimental	experimental	ADJ
fumecheng-6396	63	4	dataset	dataset	NOUN
fumecheng-6396	63	5	is	be	AUX
fumecheng-6396	63	6	created	create	VERB
fumecheng-6396	63	7	by	by	ADP
fumecheng-6396	63	8	doe	doe	NOUN
fumecheng-6396	63	9	,	,	PUNCT
fumecheng-6396	63	10	the	the	DET
fumecheng-6396	63	11	ml	ml	PROPN
fumecheng-6396	63	12	prediction	prediction	NOUN
fumecheng-6396	63	13	model	model	NOUN
fumecheng-6396	63	14	is	be	AUX
fumecheng-6396	63	15	created	create	VERB
fumecheng-6396	63	16	by	by	ADP
fumecheng-6396	63	17	fitting	fit	VERB
fumecheng-6396	63	18	the	the	DET
fumecheng-6396	63	19	selected	select	VERB
fumecheng-6396	63	20	ml	ml	NOUN
fumecheng-6396	63	21	algorithm	algorithm	NOUN
fumecheng-6396	63	22	with	with	ADP
fumecheng-6396	63	23	the	the	DET
fumecheng-6396	63	24	dataset	dataset	NOUN
fumecheng-6396	63	25	above	above	ADP
fumecheng-6396	63	26	,	,	PUNCT
fumecheng-6396	63	27	where	where	SCONJ
fumecheng-6396	63	28	the	the	DET
fumecheng-6396	63	29	design	design	NOUN
fumecheng-6396	63	30	parameters	parameter	NOUN
fumecheng-6396	63	31	are	be	AUX
fumecheng-6396	63	32	considered	consider	VERB
fumecheng-6396	63	33	as	as	ADP
fumecheng-6396	63	34	input	input	NOUN
fumecheng-6396	63	35	and	and	CCONJ
fumecheng-6396	63	36	the	the	DET
fumecheng-6396	63	37	physical	physical	ADJ
fumecheng-6396	63	38	quantities	quantity	NOUN
fumecheng-6396	63	39	and	and	CCONJ
fumecheng-6396	63	40	properties	property	NOUN
fumecheng-6396	63	41	as	as	ADP
fumecheng-6396	63	42	output	output	NOUN
fumecheng-6396	63	43	features	feature	NOUN
fumecheng-6396	63	44	.	.	PUNCT
fumecheng-6396	64	1	the	the	DET
fumecheng-6396	64	2	prediction	prediction	NOUN
fumecheng-6396	64	3	model	model	NOUN
fumecheng-6396	64	4	is	be	AUX
fumecheng-6396	64	5	developed	develop	VERB
fumecheng-6396	64	6	by	by	ADP
fumecheng-6396	64	7	using	use	VERB
fumecheng-6396	64	8	the	the	DET
fumecheng-6396	64	9	python	python	NOUN
fumecheng-6396	64	10	programming	programming	NOUN
fumecheng-6396	64	11	language	language	NOUN
fumecheng-6396	64	12	.	.	PUNCT
fumecheng-6396	65	1	its	its	PRON
fumecheng-6396	65	2	development	development	NOUN
fumecheng-6396	65	3	follows	follow	VERB
fumecheng-6396	65	4	the	the	DET
fumecheng-6396	65	5	typical	typical	ADJ
fumecheng-6396	65	6	ml	ml	NOUN
fumecheng-6396	65	7	pipeline	pipeline	NOUN
fumecheng-6396	65	8	,	,	PUNCT
fumecheng-6396	65	9	namely	namely	ADV
fumecheng-6396	65	10	correlation	correlation	NOUN
fumecheng-6396	65	11	analysis	analysis	NOUN
fumecheng-6396	65	12	,	,	PUNCT
fumecheng-6396	65	13	feature	feature	NOUN
fumecheng-6396	65	14	selection	selection	NOUN
fumecheng-6396	65	15	,	,	PUNCT
fumecheng-6396	65	16	algorithm	algorithm	NOUN
fumecheng-6396	65	17	selection	selection	NOUN
fumecheng-6396	65	18	and	and	CCONJ
fumecheng-6396	65	19	optimization	optimization	NOUN
fumecheng-6396	65	20	of	of	ADP
fumecheng-6396	65	21	the	the	DET
fumecheng-6396	65	22	selected	select	VERB
fumecheng-6396	65	23	algorithm	algorithm	NOUN
fumecheng-6396	65	24	hyper	hyper	NOUN
fumecheng-6396	65	25	-	-	NOUN
fumecheng-6396	65	26	parameters	parameter	NOUN
fumecheng-6396	65	27	.	.	PUNCT
fumecheng-6396	66	1	correlation	correlation	NOUN
fumecheng-6396	66	2	analysis	analysis	NOUN
fumecheng-6396	66	3	aim	aim	NOUN
fumecheng-6396	66	4	is	be	AUX
fumecheng-6396	66	5	to	to	PART
fumecheng-6396	66	6	reduce	reduce	VERB
fumecheng-6396	66	7	the	the	DET
fumecheng-6396	66	8	problem	problem	NOUN
fumecheng-6396	66	9	dimensionality	dimensionality	NOUN
fumecheng-6396	66	10	.	.	PUNCT
fumecheng-6396	67	1	for	for	ADP
fumecheng-6396	67	2	very	very	ADV
fumecheng-6396	67	3	complex	complex	ADJ
fumecheng-6396	67	4	products	product	NOUN
fumecheng-6396	67	5	,	,	PUNCT
fumecheng-6396	67	6	number	number	NOUN
fumecheng-6396	67	7	of	of	ADP
fumecheng-6396	67	8	design	design	NOUN
fumecheng-6396	67	9	parameters	parameter	NOUN
fumecheng-6396	67	10	can	can	AUX
fumecheng-6396	67	11	be	be	AUX
fumecheng-6396	67	12	measured	measure	VERB
fumecheng-6396	67	13	in	in	ADP
fumecheng-6396	67	14	hundreds	hundred	NOUN
fumecheng-6396	67	15	.	.	PUNCT
fumecheng-6396	68	1	while	while	SCONJ
fumecheng-6396	68	2	creating	create	VERB
fumecheng-6396	68	3	a	a	DET
fumecheng-6396	68	4	compiled	compile	VERB
fumecheng-6396	68	5	model	model	NOUN
fumecheng-6396	68	6	for	for	ADP
fumecheng-6396	68	7	such	such	DET
fumecheng-6396	68	8	a	a	DET
fumecheng-6396	68	9	product	product	NOUN
fumecheng-6396	68	10	is	be	AUX
fumecheng-6396	68	11	one	one	NUM
fumecheng-6396	68	12	-	-	PUNCT
fumecheng-6396	68	13	time	time	NOUN
fumecheng-6396	68	14	job	job	NOUN
fumecheng-6396	68	15	and	and	CCONJ
fumecheng-6396	68	16	thus	thus	ADV
fumecheng-6396	68	17	it	it	PRON
fumecheng-6396	68	18	does	do	AUX
fumecheng-6396	68	19	not	not	PART
fumecheng-6396	68	20	have	have	VERB
fumecheng-6396	68	21	a	a	DET
fumecheng-6396	68	22	significant	significant	ADJ
fumecheng-6396	68	23	effect	effect	NOUN
fumecheng-6396	68	24	to	to	ADP
fumecheng-6396	68	25	a	a	DET
fumecheng-6396	68	26	process	process	NOUN
fumecheng-6396	68	27	,	,	PUNCT
fumecheng-6396	68	28	prediction	prediction	NOUN
fumecheng-6396	68	29	(	(	PUNCT
fumecheng-6396	68	30	including	include	VERB
fumecheng-6396	68	31	necessary	necessary	ADJ
fumecheng-6396	68	32	data	datum	NOUN
fumecheng-6396	68	33	pre	pre	ADJ
fumecheng-6396	68	34	-	-	NOUN
fumecheng-6396	68	35	processing	processing	NOUN
fumecheng-6396	68	36	)	)	PUNCT
fumecheng-6396	68	37	may	may	AUX
fumecheng-6396	68	38	come	come	VERB
fumecheng-6396	68	39	with	with	ADP
fumecheng-6396	68	40	a	a	DET
fumecheng-6396	68	41	computational	computational	ADJ
fumecheng-6396	68	42	cost	cost	NOUN
fumecheng-6396	68	43	and	and	CCONJ
fumecheng-6396	68	44	consequently	consequently	ADV
fumecheng-6396	68	45	slower	slow	ADJ
fumecheng-6396	68	46	performance	performance	NOUN
fumecheng-6396	68	47	which	which	PRON
fumecheng-6396	68	48	could	could	AUX
fumecheng-6396	68	49	affect	affect	VERB
fumecheng-6396	68	50	the	the	DET
fumecheng-6396	68	51	user	user	NOUN
fumecheng-6396	68	52	’s	’s	PART
fumecheng-6396	68	53	experience	experience	NOUN
fumecheng-6396	68	54	.	.	PUNCT
fumecheng-6396	69	1	by	by	ADP
fumecheng-6396	69	2	selecting	select	VERB
fumecheng-6396	69	3	the	the	DET
fumecheng-6396	69	4	most	most	ADV
fumecheng-6396	69	5	relevant	relevant	ADJ
fumecheng-6396	69	6	product	product	NOUN
fumecheng-6396	69	7	geometrical	geometrical	ADJ
fumecheng-6396	69	8	properties	property	NOUN
fumecheng-6396	69	9	,	,	PUNCT
fumecheng-6396	69	10	we	we	PRON
fumecheng-6396	69	11	can	can	AUX
fumecheng-6396	69	12	address	address	VERB
fumecheng-6396	69	13	this	this	DET
fumecheng-6396	69	14	problem	problem	NOUN
fumecheng-6396	69	15	.	.	PUNCT
fumecheng-6396	70	1	two	two	NUM
fumecheng-6396	70	2	-	-	PUNCT
fumecheng-6396	70	3	way	way	NOUN
fumecheng-6396	70	4	correlation	correlation	NOUN
fumecheng-6396	70	5	analysis	analysis	NOUN
fumecheng-6396	70	6	will	will	AUX
fumecheng-6396	70	7	be	be	AUX
fumecheng-6396	70	8	performed	perform	VERB
fumecheng-6396	70	9	.	.	PUNCT
fumecheng-6396	71	1	first	first	ADV
fumecheng-6396	71	2	,	,	PUNCT
fumecheng-6396	71	3	correlation	correlation	NOUN
fumecheng-6396	71	4	of	of	ADP
fumecheng-6396	71	5	the	the	DET
fumecheng-6396	71	6	individual	individual	ADJ
fumecheng-6396	71	7	parameters	parameter	NOUN
fumecheng-6396	71	8	with	with	ADP
fumecheng-6396	71	9	the	the	DET
fumecheng-6396	71	10	physical	physical	ADJ
fumecheng-6396	71	11	quantities	quantity	NOUN
fumecheng-6396	71	12	and	and	CCONJ
fumecheng-6396	71	13	properties	property	NOUN
fumecheng-6396	71	14	will	will	AUX
fumecheng-6396	71	15	be	be	AUX
fumecheng-6396	71	16	assessed	assess	VERB
fumecheng-6396	71	17	by	by	ADP
fumecheng-6396	71	18	looking	look	VERB
fumecheng-6396	71	19	at	at	ADP
fumecheng-6396	71	20	the	the	DET
fumecheng-6396	71	21	pearson	pearson	PROPN
fumecheng-6396	71	22	coefficients	coefficient	NOUN
fumecheng-6396	71	23	.	.	PUNCT
fumecheng-6396	72	1	second	second	ADJ
fumecheng-6396	72	2	,	,	PUNCT
fumecheng-6396	72	3	the	the	DET
fumecheng-6396	72	4	recursive	recursive	ADJ
fumecheng-6396	72	5	feature	feature	NOUN
fumecheng-6396	72	6	elimination	elimination	NOUN
fumecheng-6396	72	7	(	(	PUNCT
fumecheng-6396	72	8	rfe	rfe	NOUN
fumecheng-6396	72	9	)	)	PUNCT
fumecheng-6396	73	1	[	[	X
fumecheng-6396	73	2	14	14	NUM
fumecheng-6396	73	3	]	]	SYM
fumecheng-6396	73	4	method	method	NOUN
fumecheng-6396	73	5	will	will	AUX
fumecheng-6396	73	6	be	be	AUX
fumecheng-6396	73	7	used	use	VERB
fumecheng-6396	73	8	to	to	PART
fumecheng-6396	73	9	assess	assess	VERB
fumecheng-6396	73	10	the	the	DET
fumecheng-6396	73	11	combined	combined	ADJ
fumecheng-6396	73	12	relevance	relevance	NOUN
fumecheng-6396	73	13	of	of	ADP
fumecheng-6396	73	14	all	all	DET
fumecheng-6396	73	15	n	n	NOUN
fumecheng-6396	73	16	-	-	PUNCT
fumecheng-6396	73	17	tuples	tuple	NOUN
fumecheng-6396	73	18	of	of	ADP
fumecheng-6396	73	19	input	input	NOUN
fumecheng-6396	73	20	features	feature	NOUN
fumecheng-6396	73	21	to	to	ADP
fumecheng-6396	73	22	each	each	PRON
fumecheng-6396	73	23	of	of	ADP
fumecheng-6396	73	24	the	the	DET
fumecheng-6396	73	25	individual	individual	ADJ
fumecheng-6396	73	26	output	output	NOUN
fumecheng-6396	73	27	features	feature	NOUN
fumecheng-6396	73	28	.	.	PUNCT
fumecheng-6396	74	1	novel	novel	ADJ
fumecheng-6396	74	2	methodology	methodology	NOUN
fumecheng-6396	74	3	for	for	ADP
fumecheng-6396	74	4	real	real	ADJ
fumecheng-6396	74	5	-	-	PUNCT
fumecheng-6396	74	6	time	time	NOUN
fumecheng-6396	74	7	structural	structural	ADJ
fumecheng-6396	74	8	analysis	analysis	NOUN
fumecheng-6396	74	9	assistance	assistance	NOUN
fumecheng-6396	74	10	in	in	ADP
fumecheng-6396	74	11	custom	custom	NOUN
fumecheng-6396	74	12	product	product	NOUN
fumecheng-6396	74	13	design	design	VERB
fumecheng-6396	74	14	297	297	NUM
fumecheng-6396	74	15	different	different	ADJ
fumecheng-6396	74	16	ml	ml	NOUN
fumecheng-6396	74	17	algorithms	algorithm	NOUN
fumecheng-6396	74	18	will	will	AUX
fumecheng-6396	74	19	be	be	AUX
fumecheng-6396	74	20	tested	test	VERB
fumecheng-6396	74	21	to	to	PART
fumecheng-6396	74	22	choose	choose	VERB
fumecheng-6396	74	23	the	the	DET
fumecheng-6396	74	24	one	one	NOUN
fumecheng-6396	74	25	with	with	ADP
fumecheng-6396	74	26	the	the	DET
fumecheng-6396	74	27	least	least	ADJ
fumecheng-6396	74	28	mean	mean	ADJ
fumecheng-6396	74	29	absolute	absolute	ADJ
fumecheng-6396	74	30	error	error	NOUN
fumecheng-6396	74	31	(	(	PUNCT
fumecheng-6396	74	32	mae	mae	PROPN
fumecheng-6396	74	33	)	)	PUNCT
fumecheng-6396	74	34	a	a	DET
fumecheng-6396	74	35	key	key	ADJ
fumecheng-6396	74	36	indicator	indicator	NOUN
fumecheng-6396	74	37	for	for	ADP
fumecheng-6396	74	38	assessing	assess	VERB
fumecheng-6396	74	39	the	the	DET
fumecheng-6396	74	40	accuracy	accuracy	NOUN
fumecheng-6396	74	41	.	.	PUNCT
fumecheng-6396	75	1	selected	select	VERB
fumecheng-6396	75	2	algorithms	algorithm	NOUN
fumecheng-6396	75	3	are	be	AUX
fumecheng-6396	75	4	linear	linear	PROPN
fumecheng-6396	75	5	regression	regression	NOUN
fumecheng-6396	75	6	,	,	PUNCT
fumecheng-6396	75	7	k	k	X
fumecheng-6396	75	8	-	-	PUNCT
fumecheng-6396	75	9	nearest	near	ADJ
fumecheng-6396	75	10	neighbors	neighbor	NOUN
fumecheng-6396	75	11	,	,	PUNCT
fumecheng-6396	75	12	support	support	NOUN
fumecheng-6396	75	13	vector	vector	NOUN
fumecheng-6396	75	14	machine	machine	NOUN
fumecheng-6396	75	15	regressor	regressor	NOUN
fumecheng-6396	75	16	,	,	PUNCT
fumecheng-6396	75	17	decision	decision	NOUN
fumecheng-6396	75	18	tree	tree	NOUN
fumecheng-6396	75	19	and	and	CCONJ
fumecheng-6396	75	20	two	two	NUM
fumecheng-6396	75	21	ensemble	ensemble	ADJ
fumecheng-6396	75	22	methods	method	NOUN
fumecheng-6396	75	23	,	,	PUNCT
fumecheng-6396	75	24	namely	namely	ADV
fumecheng-6396	75	25	random	random	ADJ
fumecheng-6396	75	26	forest	forest	NOUN
fumecheng-6396	75	27	and	and	CCONJ
fumecheng-6396	75	28	gradient	gradient	NOUN
fumecheng-6396	75	29	boosting	boosting	NOUN
fumecheng-6396	75	30	.	.	PUNCT
fumecheng-6396	76	1	k	k	X
fumecheng-6396	76	2	-	-	PUNCT
fumecheng-6396	76	3	nearest	near	ADJ
fumecheng-6396	76	4	neighbors	neighbor	NOUN
fumecheng-6396	76	5	[	[	X
fumecheng-6396	76	6	15	15	NUM
fumecheng-6396	76	7	]	]	X
fumecheng-6396	76	8	is	be	AUX
fumecheng-6396	76	9	a	a	DET
fumecheng-6396	76	10	non	non	ADJ
fumecheng-6396	76	11	-	-	ADJ
fumecheng-6396	76	12	parametric	parametric	ADJ
fumecheng-6396	76	13	method	method	NOUN
fumecheng-6396	76	14	used	use	VERB
fumecheng-6396	76	15	since	since	SCONJ
fumecheng-6396	76	16	the	the	DET
fumecheng-6396	76	17	beginning	beginning	NOUN
fumecheng-6396	76	18	of	of	ADP
fumecheng-6396	76	19	1970	1970	NUM
fumecheng-6396	76	20	-	-	PUNCT
fumecheng-6396	76	21	ties	tie	NOUN
fumecheng-6396	76	22	.	.	PUNCT
fumecheng-6396	77	1	it	it	PRON
fumecheng-6396	77	2	is	be	AUX
fumecheng-6396	77	3	so	so	ADV
fumecheng-6396	77	4	-	-	PUNCT
fumecheng-6396	77	5	called	call	VERB
fumecheng-6396	77	6	instance	instance	NOUN
fumecheng-6396	77	7	-	-	PUNCT
fumecheng-6396	77	8	based	base	VERB
fumecheng-6396	77	9	method	method	NOUN
fumecheng-6396	77	10	;	;	PUNCT
fumecheng-6396	77	11	it	it	PRON
fumecheng-6396	77	12	stores	store	VERB
fumecheng-6396	77	13	all	all	DET
fumecheng-6396	77	14	available	available	ADJ
fumecheng-6396	77	15	cases	case	NOUN
fumecheng-6396	77	16	/	/	SYM
fumecheng-6396	77	17	instances	instance	NOUN
fumecheng-6396	77	18	and	and	CCONJ
fumecheng-6396	77	19	classifies	classify	VERB
fumecheng-6396	77	20	new	new	ADJ
fumecheng-6396	77	21	cases	case	NOUN
fumecheng-6396	77	22	based	base	VERB
fumecheng-6396	77	23	on	on	ADP
fumecheng-6396	77	24	a	a	DET
fumecheng-6396	77	25	similarity	similarity	NOUN
fumecheng-6396	77	26	measure	measure	NOUN
fumecheng-6396	77	27	(	(	PUNCT
fumecheng-6396	77	28	namely	namely	ADV
fumecheng-6396	77	29	,	,	PUNCT
fumecheng-6396	77	30	a	a	DET
fumecheng-6396	77	31	distance	distance	NOUN
fumecheng-6396	77	32	function	function	NOUN
fumecheng-6396	77	33	)	)	PUNCT
fumecheng-6396	77	34	.	.	PUNCT
fumecheng-6396	78	1	support	support	NOUN
fumecheng-6396	78	2	vector	vector	NOUN
fumecheng-6396	78	3	machine	machine	NOUN
fumecheng-6396	78	4	(	(	PUNCT
fumecheng-6396	78	5	svm	svm	PROPN
fumecheng-6396	78	6	)	)	PUNCT
fumecheng-6396	78	7	belongs	belong	VERB
fumecheng-6396	78	8	to	to	ADP
fumecheng-6396	78	9	the	the	DET
fumecheng-6396	78	10	group	group	NOUN
fumecheng-6396	78	11	of	of	ADP
fumecheng-6396	78	12	kernel	kernel	PROPN
fumecheng-6396	78	13	methods	method	NOUN
fumecheng-6396	78	14	[	[	X
fumecheng-6396	78	15	16	16	NUM
fumecheng-6396	78	16	]	]	PUNCT
fumecheng-6396	78	17	.	.	PUNCT
fumecheng-6396	79	1	it	it	PRON
fumecheng-6396	79	2	was	be	AUX
fumecheng-6396	79	3	initially	initially	ADV
fumecheng-6396	79	4	developed	develop	VERB
fumecheng-6396	79	5	for	for	ADP
fumecheng-6396	79	6	two	two	NUM
fumecheng-6396	79	7	-	-	PUNCT
fumecheng-6396	79	8	group	group	NOUN
fumecheng-6396	79	9	classification	classification	NOUN
fumecheng-6396	79	10	problems	problem	NOUN
fumecheng-6396	79	11	.	.	PUNCT
fumecheng-6396	80	1	decision	decision	NOUN
fumecheng-6396	80	2	tree	tree	NOUN
fumecheng-6396	80	3	or	or	CCONJ
fumecheng-6396	80	4	in	in	ADP
fumecheng-6396	80	5	this	this	DET
fumecheng-6396	80	6	case	case	NOUN
fumecheng-6396	80	7	so	so	ADV
fumecheng-6396	80	8	-	-	PUNCT
fumecheng-6396	80	9	called	call	VERB
fumecheng-6396	80	10	regression	regression	NOUN
fumecheng-6396	80	11	tree	tree	NOUN
fumecheng-6396	80	12	is	be	AUX
fumecheng-6396	80	13	the	the	DET
fumecheng-6396	80	14	method	method	NOUN
fumecheng-6396	80	15	in	in	ADP
fumecheng-6396	80	16	which	which	PRON
fumecheng-6396	80	17	observations	observation	NOUN
fumecheng-6396	80	18	about	about	ADP
fumecheng-6396	80	19	some	some	DET
fumecheng-6396	80	20	item	item	NOUN
fumecheng-6396	80	21	,	,	PUNCT
fumecheng-6396	80	22	represented	represent	VERB
fumecheng-6396	80	23	as	as	SCONJ
fumecheng-6396	80	24	branches	branch	NOUN
fumecheng-6396	80	25	are	be	AUX
fumecheng-6396	80	26	used	use	VERB
fumecheng-6396	80	27	to	to	PART
fumecheng-6396	80	28	make	make	VERB
fumecheng-6396	80	29	decisions	decision	NOUN
fumecheng-6396	80	30	about	about	ADP
fumecheng-6396	80	31	its	its	PRON
fumecheng-6396	80	32	target	target	NOUN
fumecheng-6396	80	33	values	value	NOUN
fumecheng-6396	80	34	,	,	PUNCT
fumecheng-6396	80	35	represented	represent	VERB
fumecheng-6396	80	36	as	as	ADP
fumecheng-6396	80	37	leaves	leave	NOUN
fumecheng-6396	80	38	.	.	PUNCT
fumecheng-6396	81	1	random	random	ADJ
fumecheng-6396	81	2	forest	forest	NOUN
fumecheng-6396	82	1	[	[	X
fumecheng-6396	82	2	17	17	NUM
fumecheng-6396	82	3	]	]	PUNCT
fumecheng-6396	82	4	belongs	belong	VERB
fumecheng-6396	82	5	to	to	ADP
fumecheng-6396	82	6	a	a	DET
fumecheng-6396	82	7	group	group	NOUN
fumecheng-6396	82	8	of	of	ADP
fumecheng-6396	82	9	ensemble	ensemble	ADJ
fumecheng-6396	82	10	methods	method	NOUN
fumecheng-6396	82	11	that	that	PRON
fumecheng-6396	82	12	combine	combine	VERB
fumecheng-6396	82	13	a	a	DET
fumecheng-6396	82	14	number	number	NOUN
fumecheng-6396	82	15	of	of	ADP
fumecheng-6396	82	16	decision	decision	NOUN
fumecheng-6396	82	17	trees	tree	NOUN
fumecheng-6396	82	18	,	,	PUNCT
fumecheng-6396	82	19	and	and	CCONJ
fumecheng-6396	82	20	then	then	ADV
fumecheng-6396	82	21	adopt	adopt	VERB
fumecheng-6396	82	22	a	a	DET
fumecheng-6396	82	23	mean	mean	ADJ
fumecheng-6396	82	24	forecast	forecast	NOUN
fumecheng-6396	82	25	of	of	ADP
fumecheng-6396	82	26	the	the	DET
fumecheng-6396	82	27	predictions	prediction	NOUN
fumecheng-6396	82	28	of	of	ADP
fumecheng-6396	82	29	the	the	DET
fumecheng-6396	82	30	individual	individual	ADJ
fumecheng-6396	82	31	trees	tree	NOUN
fumecheng-6396	82	32	.	.	PUNCT
fumecheng-6396	83	1	random	random	ADJ
fumecheng-6396	83	2	forest	forest	NOUN
fumecheng-6396	83	3	is	be	AUX
fumecheng-6396	83	4	today	today	NOUN
fumecheng-6396	83	5	considered	consider	VERB
fumecheng-6396	83	6	as	as	ADP
fumecheng-6396	83	7	one	one	NUM
fumecheng-6396	83	8	of	of	ADP
fumecheng-6396	83	9	the	the	DET
fumecheng-6396	83	10	most	most	ADV
fumecheng-6396	83	11	powerful	powerful	ADJ
fumecheng-6396	83	12	algorithms	algorithm	NOUN
fumecheng-6396	83	13	in	in	ADP
fumecheng-6396	83	14	the	the	DET
fumecheng-6396	83	15	machine	machine	NOUN
fumecheng-6396	83	16	learning	learn	VERB
fumecheng-6396	83	17	without	without	ADP
fumecheng-6396	83	18	considering	consider	VERB
fumecheng-6396	83	19	artificial	artificial	ADJ
fumecheng-6396	83	20	neural	neural	ADJ
fumecheng-6396	83	21	networks	network	NOUN
fumecheng-6396	83	22	,	,	PUNCT
fumecheng-6396	83	23	namely	namely	ADV
fumecheng-6396	83	24	deep	deep	ADJ
fumecheng-6396	83	25	learning	learning	NOUN
fumecheng-6396	83	26	architectures	architecture	NOUN
fumecheng-6396	83	27	.	.	PUNCT
fumecheng-6396	84	1	gradient	gradient	ADJ
fumecheng-6396	84	2	boosting	boost	VERB
fumecheng-6396	84	3	[	[	X
fumecheng-6396	84	4	18	18	NUM
fumecheng-6396	84	5	]	]	PUNCT
fumecheng-6396	84	6	adopts	adopt	VERB
fumecheng-6396	84	7	the	the	DET
fumecheng-6396	84	8	idea	idea	NOUN
fumecheng-6396	84	9	of	of	ADP
fumecheng-6396	84	10	boosting	boost	VERB
fumecheng-6396	84	11	an	an	DET
fumecheng-6396	84	12	optimization	optimization	NOUN
fumecheng-6396	84	13	of	of	ADP
fumecheng-6396	84	14	a	a	DET
fumecheng-6396	84	15	suitable	suitable	ADJ
fumecheng-6396	84	16	cost	cost	NOUN
fumecheng-6396	84	17	function	function	NOUN
fumecheng-6396	84	18	[	[	X
fumecheng-6396	84	19	19	19	NUM
fumecheng-6396	84	20	]	]	X
fumecheng-6396	84	21	,	,	PUNCT
fumecheng-6396	84	22	where	where	SCONJ
fumecheng-6396	84	23	an	an	DET
fumecheng-6396	84	24	ensemble	ensemble	NOUN
fumecheng-6396	84	25	of	of	ADP
fumecheng-6396	84	26	weak	weak	ADJ
fumecheng-6396	84	27	prediction	prediction	NOUN
fumecheng-6396	84	28	models	model	NOUN
fumecheng-6396	84	29	,	,	PUNCT
fumecheng-6396	84	30	namely	namely	ADV
fumecheng-6396	84	31	decision	decision	NOUN
fumecheng-6396	84	32	trees	tree	NOUN
fumecheng-6396	84	33	are	be	AUX
fumecheng-6396	84	34	staged	stage	VERB
fumecheng-6396	84	35	one	one	NUM
fumecheng-6396	84	36	after	after	ADP
fumecheng-6396	84	37	another	another	PRON
fumecheng-6396	84	38	.	.	PUNCT
fumecheng-6396	85	1	some	some	PRON
fumecheng-6396	85	2	of	of	ADP
fumecheng-6396	85	3	the	the	DET
fumecheng-6396	85	4	selected	select	VERB
fumecheng-6396	85	5	algorithms	algorithm	NOUN
fumecheng-6396	85	6	,	,	PUNCT
fumecheng-6396	85	7	namely	namely	ADV
fumecheng-6396	85	8	k	k	ADJ
fumecheng-6396	85	9	-	-	PUNCT
fumecheng-6396	85	10	nearest	near	ADJ
fumecheng-6396	85	11	neighbors	neighbor	NOUN
fumecheng-6396	85	12	and	and	CCONJ
fumecheng-6396	85	13	support	support	VERB
fumecheng-6396	85	14	vector	vector	NOUN
fumecheng-6396	85	15	machine	machine	NOUN
fumecheng-6396	85	16	regressor	regressor	NOUN
fumecheng-6396	85	17	require	require	VERB
fumecheng-6396	85	18	that	that	SCONJ
fumecheng-6396	85	19	before	before	SCONJ
fumecheng-6396	85	20	training	training	NOUN
fumecheng-6396	85	21	data	datum	NOUN
fumecheng-6396	85	22	is	be	AUX
fumecheng-6396	85	23	normalized	normalize	VERB
fumecheng-6396	85	24	(	(	PUNCT
fumecheng-6396	85	25	scaled	scale	VERB
fumecheng-6396	85	26	in	in	ADP
fumecheng-6396	85	27	(	(	PUNCT
fumecheng-6396	85	28	0,1	0,1	NUM
fumecheng-6396	85	29	)	)	PUNCT
fumecheng-6396	85	30	range	range	NOUN
fumecheng-6396	85	31	)	)	PUNCT
fumecheng-6396	85	32	.	.	PUNCT
fumecheng-6396	86	1	feature	feature	NOUN
fumecheng-6396	86	2	scaling	scaling	NOUN
fumecheng-6396	86	3	is	be	AUX
fumecheng-6396	86	4	required	require	VERB
fumecheng-6396	86	5	to	to	PART
fumecheng-6396	86	6	reduce	reduce	VERB
fumecheng-6396	86	7	the	the	DET
fumecheng-6396	86	8	training	training	NOUN
fumecheng-6396	86	9	time	time	NOUN
fumecheng-6396	86	10	and	and	CCONJ
fumecheng-6396	86	11	improve	improve	VERB
fumecheng-6396	86	12	the	the	DET
fumecheng-6396	86	13	prediction	prediction	NOUN
fumecheng-6396	86	14	accuracy	accuracy	NOUN
fumecheng-6396	86	15	.	.	PUNCT
fumecheng-6396	87	1	those	those	DET
fumecheng-6396	87	2	algorithms	algorithm	NOUN
fumecheng-6396	87	3	will	will	AUX
fumecheng-6396	87	4	be	be	AUX
fumecheng-6396	87	5	used	use	VERB
fumecheng-6396	87	6	to	to	PART
fumecheng-6396	87	7	develop	develop	VERB
fumecheng-6396	87	8	respective	respective	ADJ
fumecheng-6396	87	9	prediction	prediction	NOUN
fumecheng-6396	87	10	models	model	NOUN
fumecheng-6396	87	11	and	and	CCONJ
fumecheng-6396	87	12	test	test	VERB
fumecheng-6396	87	13	their	their	PRON
fumecheng-6396	87	14	accuracies	accuracy	NOUN
fumecheng-6396	87	15	.	.	PUNCT
fumecheng-6396	88	1	the	the	DET
fumecheng-6396	88	2	algorithms	algorithm	NOUN
fumecheng-6396	88	3	with	with	ADP
fumecheng-6396	88	4	the	the	DET
fumecheng-6396	88	5	best	good	ADJ
fumecheng-6396	88	6	performances	performance	NOUN
fumecheng-6396	88	7	,	,	PUNCT
fumecheng-6396	88	8	as	as	SCONJ
fumecheng-6396	88	9	validated	validate	VERB
fumecheng-6396	88	10	by	by	ADP
fumecheng-6396	88	11	k	k	ADJ
fumecheng-6396	88	12	-	-	ADJ
fumecheng-6396	88	13	fold	fold	ADJ
fumecheng-6396	88	14	cross	cross	NOUN
fumecheng-6396	88	15	validation	validation	NOUN
fumecheng-6396	88	16	method	method	NOUN
fumecheng-6396	88	17	will	will	AUX
fumecheng-6396	88	18	be	be	AUX
fumecheng-6396	88	19	selected	select	VERB
fumecheng-6396	88	20	,	,	PUNCT
fumecheng-6396	88	21	trained	train	VERB
fumecheng-6396	88	22	and	and	CCONJ
fumecheng-6396	88	23	produced	produce	VERB
fumecheng-6396	88	24	models	model	NOUN
fumecheng-6396	88	25	will	will	AUX
fumecheng-6396	88	26	be	be	AUX
fumecheng-6396	88	27	serialized	serialize	VERB
fumecheng-6396	88	28	those	those	DET
fumecheng-6396	88	29	models	model	NOUN
fumecheng-6396	88	30	are	be	AUX
fumecheng-6396	88	31	actually	actually	ADV
fumecheng-6396	88	32	what	what	PRON
fumecheng-6396	88	33	we	we	PRON
fumecheng-6396	88	34	call	call	VERB
fumecheng-6396	88	35	compiled	compile	VERB
fumecheng-6396	88	36	models	model	NOUN
fumecheng-6396	88	37	for	for	ADP
fumecheng-6396	88	38	real	real	ADJ
fumecheng-6396	88	39	-	-	PUNCT
fumecheng-6396	88	40	time	time	NOUN
fumecheng-6396	88	41	structural	structural	ADJ
fumecheng-6396	88	42	analysis	analysis	NOUN
fumecheng-6396	88	43	assistance	assistance	NOUN
fumecheng-6396	88	44	.	.	PUNCT
fumecheng-6396	89	1	standard	standard	ADJ
fumecheng-6396	89	2	deviations	deviation	NOUN
fumecheng-6396	89	3	of	of	ADP
fumecheng-6396	89	4	the	the	DET
fumecheng-6396	89	5	output	output	NOUN
fumecheng-6396	89	6	features	feature	NOUN
fumecheng-6396	89	7	will	will	AUX
fumecheng-6396	89	8	be	be	AUX
fumecheng-6396	89	9	used	use	VERB
fumecheng-6396	89	10	as	as	ADP
fumecheng-6396	89	11	reference	reference	NOUN
fumecheng-6396	89	12	values	value	NOUN
fumecheng-6396	89	13	for	for	ADP
fumecheng-6396	89	14	assessing	assess	VERB
fumecheng-6396	89	15	the	the	DET
fumecheng-6396	89	16	accuracies	accuracy	NOUN
fumecheng-6396	89	17	.	.	PUNCT
fumecheng-6396	90	1	k	k	ADJ
fumecheng-6396	90	2	-	-	ADJ
fumecheng-6396	90	3	fold	fold	ADJ
fumecheng-6396	90	4	cross	cross	NOUN
fumecheng-6396	90	5	validation	validation	NOUN
fumecheng-6396	90	6	is	be	AUX
fumecheng-6396	90	7	a	a	DET
fumecheng-6396	90	8	method	method	NOUN
fumecheng-6396	90	9	which	which	PRON
fumecheng-6396	90	10	produces	produce	VERB
fumecheng-6396	90	11	reliable	reliable	ADJ
fumecheng-6396	90	12	prediction	prediction	NOUN
fumecheng-6396	90	13	accuracy	accuracy	NOUN
fumecheng-6396	90	14	metrics	metric	NOUN
fumecheng-6396	90	15	for	for	ADP
fumecheng-6396	90	16	a	a	DET
fumecheng-6396	90	17	given	give	VERB
fumecheng-6396	90	18	dataset	dataset	NOUN
fumecheng-6396	90	19	.	.	PUNCT
fumecheng-6396	91	1	instead	instead	ADV
fumecheng-6396	91	2	of	of	ADP
fumecheng-6396	91	3	a	a	DET
fumecheng-6396	91	4	single	single	ADJ
fumecheng-6396	91	5	split	split	NOUN
fumecheng-6396	91	6	between	between	ADP
fumecheng-6396	91	7	data	datum	NOUN
fumecheng-6396	91	8	for	for	ADP
fumecheng-6396	91	9	training	training	NOUN
fumecheng-6396	91	10	and	and	CCONJ
fumecheng-6396	91	11	testing	testing	NOUN
fumecheng-6396	91	12	,	,	PUNCT
fumecheng-6396	91	13	it	it	PRON
fumecheng-6396	91	14	does	do	VERB
fumecheng-6396	91	15	k-1	k-1	PROPN
fumecheng-6396	91	16	splits	split	VERB
fumecheng-6396	91	17	where	where	SCONJ
fumecheng-6396	91	18	each	each	PRON
fumecheng-6396	91	19	of	of	ADP
fumecheng-6396	91	20	the	the	DET
fumecheng-6396	91	21	folds	fold	NOUN
fumecheng-6396	91	22	/	/	SYM
fumecheng-6396	91	23	sections	section	NOUN
fumecheng-6396	91	24	of	of	ADP
fumecheng-6396	91	25	data	datum	NOUN
fumecheng-6396	91	26	is	be	AUX
fumecheng-6396	91	27	used	use	VERB
fumecheng-6396	91	28	as	as	ADP
fumecheng-6396	91	29	a	a	DET
fumecheng-6396	91	30	test	test	NOUN
fumecheng-6396	91	31	set	set	NOUN
fumecheng-6396	91	32	.	.	PUNCT
fumecheng-6396	92	1	hence	hence	ADV
fumecheng-6396	92	2	,	,	PUNCT
fumecheng-6396	92	3	the	the	DET
fumecheng-6396	92	4	model	model	NOUN
fumecheng-6396	92	5	will	will	AUX
fumecheng-6396	92	6	be	be	AUX
fumecheng-6396	92	7	validated	validate	VERB
fumecheng-6396	92	8	in	in	ADP
fumecheng-6396	92	9	k	k	PROPN
fumecheng-6396	92	10	test	test	NOUN
fumecheng-6396	92	11	runs	run	NOUN
fumecheng-6396	92	12	,	,	PUNCT
fumecheng-6396	92	13	each	each	PRON
fumecheng-6396	92	14	of	of	ADP
fumecheng-6396	92	15	which	which	PRON
fumecheng-6396	92	16	will	will	AUX
fumecheng-6396	92	17	produce	produce	VERB
fumecheng-6396	92	18	an	an	DET
fumecheng-6396	92	19	accuracy	accuracy	NOUN
fumecheng-6396	92	20	measure	measure	NOUN
fumecheng-6396	92	21	.	.	PUNCT
fumecheng-6396	93	1	mean	mean	VERB
fumecheng-6396	93	2	of	of	ADP
fumecheng-6396	93	3	those	those	DET
fumecheng-6396	93	4	values	value	NOUN
fumecheng-6396	93	5	is	be	AUX
fumecheng-6396	93	6	then	then	ADV
fumecheng-6396	93	7	adopted	adopt	VERB
fumecheng-6396	93	8	as	as	ADP
fumecheng-6396	93	9	accuracy	accuracy	NOUN
fumecheng-6396	93	10	of	of	ADP
fumecheng-6396	93	11	the	the	DET
fumecheng-6396	93	12	prediction	prediction	NOUN
fumecheng-6396	93	13	model	model	NOUN
fumecheng-6396	93	14	.	.	PUNCT
fumecheng-6396	94	1	validation	validation	NOUN
fumecheng-6396	94	2	is	be	AUX
fumecheng-6396	94	3	being	be	AUX
fumecheng-6396	94	4	carried	carry	VERB
fumecheng-6396	94	5	out	out	ADP
fumecheng-6396	94	6	for	for	ADP
fumecheng-6396	94	7	predicting	predict	VERB
fumecheng-6396	94	8	each	each	PRON
fumecheng-6396	94	9	of	of	ADP
fumecheng-6396	94	10	the	the	DET
fumecheng-6396	94	11	output	output	NOUN
fumecheng-6396	94	12	features	feature	NOUN
fumecheng-6396	94	13	,	,	PUNCT
fumecheng-6396	94	14	namely	namely	ADV
fumecheng-6396	94	15	,	,	PUNCT
fumecheng-6396	94	16	product	product	NOUN
fumecheng-6396	94	17	physical	physical	ADJ
fumecheng-6396	94	18	quantities	quantity	NOUN
fumecheng-6396	94	19	and	and	CCONJ
fumecheng-6396	94	20	properties	property	NOUN
fumecheng-6396	94	21	.	.	PUNCT
fumecheng-6396	95	1	it	it	PRON
fumecheng-6396	95	2	is	be	AUX
fumecheng-6396	95	3	expected	expect	VERB
fumecheng-6396	95	4	that	that	SCONJ
fumecheng-6396	95	5	the	the	DET
fumecheng-6396	95	6	performance	performance	NOUN
fumecheng-6396	95	7	of	of	ADP
fumecheng-6396	95	8	the	the	DET
fumecheng-6396	95	9	models	model	NOUN
fumecheng-6396	95	10	based	base	VERB
fumecheng-6396	95	11	on	on	ADP
fumecheng-6396	95	12	different	different	ADJ
fumecheng-6396	95	13	estimators	estimator	NOUN
fumecheng-6396	95	14	will	will	AUX
fumecheng-6396	95	15	differ	differ	VERB
fumecheng-6396	95	16	for	for	ADP
fumecheng-6396	95	17	some	some	PRON
fumecheng-6396	95	18	of	of	ADP
fumecheng-6396	95	19	the	the	DET
fumecheng-6396	95	20	physical	physical	ADJ
fumecheng-6396	95	21	quantities	quantity	NOUN
fumecheng-6396	95	22	and	and	CCONJ
fumecheng-6396	95	23	properties	property	NOUN
fumecheng-6396	95	24	data	datum	NOUN
fumecheng-6396	95	25	.	.	PUNCT
fumecheng-6396	96	1	thus	thus	ADV
fumecheng-6396	96	2	,	,	PUNCT
fumecheng-6396	96	3	all	all	DET
fumecheng-6396	96	4	models	model	NOUN
fumecheng-6396	96	5	,	,	PUNCT
fumecheng-6396	96	6	associated	associate	VERB
fumecheng-6396	96	7	with	with	ADP
fumecheng-6396	96	8	the	the	DET
fumecheng-6396	96	9	set	set	NOUN
fumecheng-6396	96	10	of	of	ADP
fumecheng-6396	96	11	the	the	DET
fumecheng-6396	96	12	optimal	optimal	ADJ
fumecheng-6396	96	13	settings	setting	NOUN
fumecheng-6396	96	14	will	will	AUX
fumecheng-6396	96	15	be	be	AUX
fumecheng-6396	96	16	serialized	serialize	VERB
fumecheng-6396	96	17	.	.	PUNCT
fumecheng-6396	97	1	obviously	obviously	ADV
fumecheng-6396	97	2	,	,	PUNCT
fumecheng-6396	97	3	those	those	PRON
fumecheng-6396	97	4	with	with	ADP
fumecheng-6396	97	5	the	the	DET
fumecheng-6396	97	6	best	good	ADJ
fumecheng-6396	97	7	performances	performance	NOUN
fumecheng-6396	97	8	for	for	ADP
fumecheng-6396	97	9	the	the	DET
fumecheng-6396	97	10	specific	specific	ADJ
fumecheng-6396	97	11	quantities	quantity	NOUN
fumecheng-6396	97	12	and	and	CCONJ
fumecheng-6396	97	13	properties	property	NOUN
fumecheng-6396	97	14	will	will	AUX
fumecheng-6396	97	15	be	be	AUX
fumecheng-6396	97	16	used	use	VERB
fumecheng-6396	97	17	for	for	ADP
fumecheng-6396	97	18	prediction	prediction	NOUN
fumecheng-6396	97	19	.	.	PUNCT
fumecheng-6396	98	1	each	each	PRON
fumecheng-6396	98	2	of	of	ADP
fumecheng-6396	98	3	the	the	DET
fumecheng-6396	98	4	estimators	estimator	NOUN
fumecheng-6396	98	5	used	use	VERB
fumecheng-6396	98	6	is	be	AUX
fumecheng-6396	98	7	associated	associate	VERB
fumecheng-6396	98	8	with	with	ADP
fumecheng-6396	98	9	the	the	DET
fumecheng-6396	98	10	set	set	NOUN
fumecheng-6396	98	11	of	of	ADP
fumecheng-6396	98	12	so	so	ADV
fumecheng-6396	98	13	-	-	PUNCT
fumecheng-6396	98	14	called	call	VERB
fumecheng-6396	98	15	hyper	hyper	NOUN
fumecheng-6396	98	16	-	-	NOUN
fumecheng-6396	98	17	parameters	parameter	NOUN
fumecheng-6396	98	18	,	,	PUNCT
fumecheng-6396	98	19	which	which	PRON
fumecheng-6396	98	20	define	define	VERB
fumecheng-6396	98	21	its	its	PRON
fumecheng-6396	98	22	different	different	ADJ
fumecheng-6396	98	23	properties	property	NOUN
fumecheng-6396	98	24	,	,	PUNCT
fumecheng-6396	98	25	related	relate	VERB
fumecheng-6396	98	26	to	to	ADP
fumecheng-6396	98	27	the	the	DET
fumecheng-6396	98	28	way	way	NOUN
fumecheng-6396	98	29	how	how	SCONJ
fumecheng-6396	98	30	the	the	DET
fumecheng-6396	98	31	model	model	NOUN
fumecheng-6396	98	32	is	be	AUX
fumecheng-6396	98	33	trained	train	VERB
fumecheng-6396	98	34	and	and	CCONJ
fumecheng-6396	98	35	validated	validate	VERB
fumecheng-6396	98	36	.	.	PUNCT
fumecheng-6396	99	1	the	the	DET
fumecheng-6396	99	2	best	good	ADJ
fumecheng-6396	99	3	prediction	prediction	NOUN
fumecheng-6396	99	4	performance	performance	NOUN
fumecheng-6396	99	5	for	for	ADP
fumecheng-6396	99	6	the	the	DET
fumecheng-6396	99	7	given	give	VERB
fumecheng-6396	99	8	dataset	dataset	NOUN
fumecheng-6396	99	9	is	be	AUX
fumecheng-6396	99	10	achieved	achieve	VERB
fumecheng-6396	99	11	only	only	ADV
fumecheng-6396	99	12	with	with	ADP
fumecheng-6396	99	13	a	a	DET
fumecheng-6396	99	14	unique	unique	ADJ
fumecheng-6396	99	15	set	set	NOUN
fumecheng-6396	99	16	of	of	ADP
fumecheng-6396	99	17	their	their	PRON
fumecheng-6396	99	18	values	value	NOUN
fumecheng-6396	99	19	.	.	PUNCT
fumecheng-6396	100	1	this	this	DET
fumecheng-6396	100	2	set	set	NOUN
fumecheng-6396	100	3	,	,	PUNCT
fumecheng-6396	100	4	for	for	ADP
fumecheng-6396	100	5	each	each	PRON
fumecheng-6396	100	6	of	of	ADP
fumecheng-6396	100	7	the	the	DET
fumecheng-6396	100	8	estimators	estimator	NOUN
fumecheng-6396	100	9	and	and	CCONJ
fumecheng-6396	100	10	each	each	PRON
fumecheng-6396	100	11	of	of	ADP
fumecheng-6396	100	12	the	the	DET
fumecheng-6396	100	13	output	output	NOUN
fumecheng-6396	100	14	features	feature	NOUN
fumecheng-6396	100	15	is	be	AUX
fumecheng-6396	100	16	typically	typically	ADV
fumecheng-6396	100	17	determined	determine	VERB
fumecheng-6396	100	18	in	in	ADP
fumecheng-6396	100	19	a	a	DET
fumecheng-6396	100	20	process	process	NOUN
fumecheng-6396	100	21	called	call	VERB
fumecheng-6396	100	22	grid	grid	NOUN
fumecheng-6396	100	23	search	search	NOUN
fumecheng-6396	100	24	optimization	optimization	NOUN
fumecheng-6396	100	25	[	[	X
fumecheng-6396	100	26	20	20	NUM
fumecheng-6396	100	27	]	]	PUNCT
fumecheng-6396	100	28	.	.	PUNCT
fumecheng-6396	101	1	grid	grid	NOUN
fumecheng-6396	101	2	search	search	NOUN
fumecheng-6396	101	3	calculates	calculate	NOUN
fumecheng-6396	101	4	accuracy	accuracy	NOUN
fumecheng-6396	101	5	score	score	NOUN
fumecheng-6396	101	6	(	(	PUNCT
fumecheng-6396	101	7	per	per	ADP
fumecheng-6396	101	8	defined	define	VERB
fumecheng-6396	101	9	scoring	scoring	NOUN
fumecheng-6396	101	10	function	function	NOUN
fumecheng-6396	101	11	using	use	VERB
fumecheng-6396	101	12	the	the	DET
fumecheng-6396	101	13	specific	specific	ADJ
fumecheng-6396	101	14	metric	metric	NOUN
fumecheng-6396	101	15	)	)	PUNCT
fumecheng-6396	101	16	across	across	ADP
fumecheng-6396	101	17	defined	define	VERB
fumecheng-6396	101	18	hyper	hyper	ADJ
fumecheng-6396	101	19	-	-	ADJ
fumecheng-6396	101	20	parameter	parameter	ADJ
fumecheng-6396	101	21	space	space	NOUN
fumecheng-6396	101	22	(	(	PUNCT
fumecheng-6396	101	23	defined	define	VERB
fumecheng-6396	101	24	by	by	ADP
fumecheng-6396	101	25	the	the	DET
fumecheng-6396	101	26	value	value	NOUN
fumecheng-6396	101	27	ranges	range	VERB
fumecheng-6396	101	28	and/or	and/or	CCONJ
fumecheng-6396	101	29	enumerations	enumeration	NOUN
fumecheng-6396	101	30	)	)	PUNCT
fumecheng-6396	101	31	,	,	PUNCT
fumecheng-6396	101	32	most	most	ADV
fumecheng-6396	101	33	desirably	desirably	ADV
fumecheng-6396	101	34	by	by	ADP
fumecheng-6396	101	35	using	use	VERB
fumecheng-6396	101	36	the	the	DET
fumecheng-6396	101	37	k	k	ADJ
fumecheng-6396	101	38	-	-	ADJ
fumecheng-6396	101	39	fold	fold	ADJ
fumecheng-6396	101	40	cross	cross	NOUN
fumecheng-6396	101	41	validation	validation	NOUN
fumecheng-6396	101	42	method	method	NOUN
fumecheng-6396	101	43	.	.	PUNCT
fumecheng-6396	102	1	the	the	DET
fumecheng-6396	102	2	search	search	NOUN
fumecheng-6396	102	3	through	through	ADP
fumecheng-6396	102	4	the	the	DET
fumecheng-6396	102	5	298	298	NUM
fumecheng-6396	102	6	m.	m.	NOUN
fumecheng-6396	102	7	zdravković	zdravković	NOUN
fumecheng-6396	102	8	,	,	PUNCT
fumecheng-6396	102	9	n.	n.	PROPN
fumecheng-6396	102	10	korunović	korunović	NOUN
fumecheng-6396	102	11	combination	combination	NOUN
fumecheng-6396	102	12	of	of	ADP
fumecheng-6396	102	13	the	the	DET
fumecheng-6396	102	14	hyper	hyper	ADJ
fumecheng-6396	102	15	-	-	ADJ
fumecheng-6396	102	16	parameter	parameter	ADJ
fumecheng-6396	102	17	value	value	NOUN
fumecheng-6396	102	18	from	from	ADP
fumecheng-6396	102	19	the	the	DET
fumecheng-6396	102	20	defined	define	VERB
fumecheng-6396	102	21	space	space	NOUN
fumecheng-6396	102	22	can	can	AUX
fumecheng-6396	102	23	be	be	AUX
fumecheng-6396	102	24	exhaustive	exhaustive	ADJ
fumecheng-6396	102	25	(	(	PUNCT
fumecheng-6396	102	26	all	all	DET
fumecheng-6396	102	27	combinations	combination	NOUN
fumecheng-6396	102	28	)	)	PUNCT
fumecheng-6396	102	29	or	or	CCONJ
fumecheng-6396	102	30	randomized	randomize	VERB
fumecheng-6396	102	31	.	.	PUNCT
fumecheng-6396	103	1	all	all	DET
fumecheng-6396	103	2	steps	step	NOUN
fumecheng-6396	103	3	that	that	PRON
fumecheng-6396	103	4	involve	involve	VERB
fumecheng-6396	103	5	use	use	NOUN
fumecheng-6396	103	6	of	of	ADP
fumecheng-6396	103	7	estimators	estimator	NOUN
fumecheng-6396	103	8	,	,	PUNCT
fumecheng-6396	103	9	namely	namely	ADV
fumecheng-6396	103	10	rfe	rfe	NOUN
fumecheng-6396	103	11	and	and	CCONJ
fumecheng-6396	103	12	training	training	NOUN
fumecheng-6396	103	13	models	model	NOUN
fumecheng-6396	103	14	with	with	ADP
fumecheng-6396	103	15	data	datum	NOUN
fumecheng-6396	103	16	,	,	PUNCT
fumecheng-6396	103	17	must	must	AUX
fumecheng-6396	103	18	be	be	AUX
fumecheng-6396	103	19	carried	carry	VERB
fumecheng-6396	103	20	out	out	ADP
fumecheng-6396	103	21	with	with	ADP
fumecheng-6396	103	22	the	the	DET
fumecheng-6396	103	23	same	same	ADJ
fumecheng-6396	103	24	conditions	condition	NOUN
fumecheng-6396	103	25	.	.	PUNCT
fumecheng-6396	104	1	this	this	PRON
fumecheng-6396	104	2	applies	apply	VERB
fumecheng-6396	104	3	to	to	ADP
fumecheng-6396	104	4	using	use	VERB
fumecheng-6396	104	5	not	not	PART
fumecheng-6396	104	6	only	only	ADV
fumecheng-6396	104	7	the	the	DET
fumecheng-6396	104	8	same	same	ADJ
fumecheng-6396	104	9	parameters	parameter	NOUN
fumecheng-6396	104	10	(	(	PUNCT
fumecheng-6396	104	11	k	k	NOUN
fumecheng-6396	104	12	)	)	PUNCT
fumecheng-6396	104	13	but	but	CCONJ
fumecheng-6396	104	14	also	also	ADV
fumecheng-6396	104	15	the	the	DET
fumecheng-6396	104	16	same	same	ADJ
fumecheng-6396	104	17	data	datum	NOUN
fumecheng-6396	104	18	in	in	ADP
fumecheng-6396	104	19	different	different	ADJ
fumecheng-6396	104	20	steps	step	NOUN
fumecheng-6396	104	21	of	of	ADP
fumecheng-6396	104	22	k	k	ADJ
fumecheng-6396	104	23	-	-	ADJ
fumecheng-6396	104	24	fold	fold	ADJ
fumecheng-6396	104	25	cross	cross	NOUN
fumecheng-6396	104	26	validation	validation	NOUN
fumecheng-6396	104	27	.	.	PUNCT
fumecheng-6396	105	1	this	this	PRON
fumecheng-6396	105	2	is	be	AUX
fumecheng-6396	105	3	especially	especially	ADV
fumecheng-6396	105	4	important	important	ADJ
fumecheng-6396	105	5	for	for	ADP
fumecheng-6396	105	6	the	the	DET
fumecheng-6396	105	7	models	model	NOUN
fumecheng-6396	105	8	which	which	PRON
fumecheng-6396	105	9	are	be	AUX
fumecheng-6396	105	10	trained	train	VERB
fumecheng-6396	105	11	with	with	ADP
fumecheng-6396	105	12	a	a	DET
fumecheng-6396	105	13	small	small	ADJ
fumecheng-6396	105	14	number	number	NOUN
fumecheng-6396	105	15	of	of	ADP
fumecheng-6396	105	16	instances	instance	NOUN
fumecheng-6396	105	17	ntuples	ntuple	NOUN
fumecheng-6396	105	18	of	of	ADP
fumecheng-6396	105	19	parameters	parameter	NOUN
fumecheng-6396	105	20	and	and	CCONJ
fumecheng-6396	105	21	physical	physical	ADJ
fumecheng-6396	105	22	quantities	quantity	NOUN
fumecheng-6396	105	23	and	and	CCONJ
fumecheng-6396	105	24	properties	property	NOUN
fumecheng-6396	105	25	;	;	PUNCT
fumecheng-6396	105	26	in	in	ADP
fumecheng-6396	105	27	those	those	DET
fumecheng-6396	105	28	cases	case	NOUN
fumecheng-6396	105	29	,	,	PUNCT
fumecheng-6396	105	30	the	the	DET
fumecheng-6396	105	31	results	result	NOUN
fumecheng-6396	105	32	(	(	PUNCT
fumecheng-6396	105	33	especially	especially	ADV
fumecheng-6396	105	34	in	in	ADP
fumecheng-6396	105	35	the	the	DET
fumecheng-6396	105	36	optimization	optimization	NOUN
fumecheng-6396	105	37	step	step	NOUN
fumecheng-6396	105	38	)	)	PUNCT
fumecheng-6396	105	39	can	can	AUX
fumecheng-6396	105	40	be	be	AUX
fumecheng-6396	105	41	misleading	misleading	ADJ
fumecheng-6396	105	42	.	.	PUNCT
fumecheng-6396	106	1	the	the	DET
fumecheng-6396	106	2	exception	exception	NOUN
fumecheng-6396	106	3	from	from	ADP
fumecheng-6396	106	4	this	this	DET
fumecheng-6396	106	5	rule	rule	NOUN
fumecheng-6396	106	6	may	may	AUX
fumecheng-6396	106	7	be	be	AUX
fumecheng-6396	106	8	the	the	DET
fumecheng-6396	106	9	optimization	optimization	NOUN
fumecheng-6396	106	10	process	process	NOUN
fumecheng-6396	106	11	for	for	ADP
fumecheng-6396	106	12	regression	regression	NOUN
fumecheng-6396	106	13	problems	problem	NOUN
fumecheng-6396	106	14	,	,	PUNCT
fumecheng-6396	106	15	in	in	ADP
fumecheng-6396	106	16	the	the	DET
fumecheng-6396	106	17	case	case	NOUN
fumecheng-6396	106	18	that	that	PRON
fumecheng-6396	106	19	nmae	nmae	NOUN
fumecheng-6396	106	20	is	be	AUX
fumecheng-6396	106	21	selected	select	VERB
fumecheng-6396	106	22	as	as	ADP
fumecheng-6396	106	23	a	a	DET
fumecheng-6396	106	24	model	model	NOUN
fumecheng-6396	106	25	metrics	metric	NOUN
fumecheng-6396	106	26	(	(	PUNCT
fumecheng-6396	106	27	which	which	PRON
fumecheng-6396	106	28	is	be	AUX
fumecheng-6396	106	29	the	the	DET
fumecheng-6396	106	30	case	case	NOUN
fumecheng-6396	106	31	here	here	ADV
fumecheng-6396	106	32	)	)	PUNCT
fumecheng-6396	106	33	.	.	PUNCT
fumecheng-6396	107	1	then	then	ADV
fumecheng-6396	107	2	,	,	PUNCT
fumecheng-6396	107	3	mean	mean	VERB
fumecheng-6396	107	4	squared	square	VERB
fumecheng-6396	107	5	error	error	NOUN
fumecheng-6396	107	6	(	(	PUNCT
fumecheng-6396	107	7	mse	mse	NOUN
fumecheng-6396	107	8	)	)	PUNCT
fumecheng-6396	107	9	or	or	CCONJ
fumecheng-6396	107	10	r^2	r^2	PROPN
fumecheng-6396	107	11	regression	regression	NOUN
fumecheng-6396	107	12	score	score	NOUN
fumecheng-6396	107	13	could	could	AUX
fumecheng-6396	107	14	be	be	AUX
fumecheng-6396	107	15	used	use	VERB
fumecheng-6396	107	16	.	.	PUNCT
fumecheng-6396	108	1	python	python	NOUN
fumecheng-6396	108	2	implementation	implementation	NOUN
fumecheng-6396	108	3	of	of	ADP
fumecheng-6396	108	4	the	the	DET
fumecheng-6396	108	5	above	above	ADJ
fumecheng-6396	108	6	methods	method	NOUN
fumecheng-6396	108	7	and	and	CCONJ
fumecheng-6396	108	8	functions	function	NOUN
fumecheng-6396	108	9	is	be	AUX
fumecheng-6396	108	10	scikit	scikit	NOUN
fumecheng-6396	108	11	-	-	PUNCT
fumecheng-6396	108	12	learn	learn	VERB
fumecheng-6396	108	13	[	[	X
fumecheng-6396	108	14	21	21	NUM
fumecheng-6396	108	15	]	]	PUNCT
fumecheng-6396	108	16	library	library	NOUN
fumecheng-6396	108	17	.	.	PUNCT
fumecheng-6396	109	1	it	it	PRON
fumecheng-6396	109	2	is	be	AUX
fumecheng-6396	109	3	initially	initially	ADV
fumecheng-6396	109	4	released	release	VERB
fumecheng-6396	109	5	in	in	ADP
fumecheng-6396	109	6	2007	2007	NUM
fumecheng-6396	109	7	.	.	PUNCT
fumecheng-6396	110	1	it	it	PRON
fumecheng-6396	110	2	consists	consist	VERB
fumecheng-6396	110	3	of	of	ADP
fumecheng-6396	110	4	number	number	NOUN
fumecheng-6396	110	5	of	of	ADP
fumecheng-6396	110	6	classification	classification	NOUN
fumecheng-6396	110	7	,	,	PUNCT
fumecheng-6396	110	8	regression	regression	NOUN
fumecheng-6396	110	9	and	and	CCONJ
fumecheng-6396	110	10	clustering	clustering	ADJ
fumecheng-6396	110	11	algorithms	algorithm	NOUN
fumecheng-6396	110	12	,	,	PUNCT
fumecheng-6396	110	13	ensemble	ensemble	ADJ
fumecheng-6396	110	14	methods	method	NOUN
fumecheng-6396	110	15	,	,	PUNCT
fumecheng-6396	110	16	data	datum	NOUN
fumecheng-6396	110	17	pre	pre	ADJ
fumecheng-6396	110	18	-	-	ADJ
fumecheng-6396	110	19	processing	processing	ADJ
fumecheng-6396	110	20	tools	tool	NOUN
fumecheng-6396	110	21	,	,	PUNCT
fumecheng-6396	110	22	metrics	metric	NOUN
fumecheng-6396	110	23	,	,	PUNCT
fumecheng-6396	110	24	feature	feature	NOUN
fumecheng-6396	110	25	engineering	engineering	NOUN
fumecheng-6396	110	26	tools	tool	NOUN
fumecheng-6396	110	27	and	and	CCONJ
fumecheng-6396	110	28	others	other	NOUN
fumecheng-6396	110	29	.	.	PUNCT
fumecheng-6396	111	1	3	3	X
fumecheng-6396	111	2	.	.	X
fumecheng-6396	111	3	case	case	NOUN
fumecheng-6396	111	4	study	study	VERB
fumecheng-6396	111	5	the	the	DET
fumecheng-6396	111	6	compiled	compiled	ADJ
fumecheng-6396	111	7	fea	fea	PROPN
fumecheng-6396	111	8	model	model	NOUN
fumecheng-6396	111	9	is	be	AUX
fumecheng-6396	111	10	developed	develop	VERB
fumecheng-6396	111	11	for	for	ADP
fumecheng-6396	111	12	the	the	DET
fumecheng-6396	111	13	case	case	NOUN
fumecheng-6396	111	14	of	of	ADP
fumecheng-6396	111	15	orthopedic	orthopedic	ADJ
fumecheng-6396	111	16	device	device	NOUN
fumecheng-6396	111	17	–	–	PUNCT
fumecheng-6396	111	18	internal	internal	ADJ
fumecheng-6396	111	19	fixator	fixator	NOUN
fumecheng-6396	111	20	,	,	PUNCT
fumecheng-6396	111	21	used	use	VERB
fumecheng-6396	111	22	in	in	ADP
fumecheng-6396	111	23	subtrochanteric	subtrochanteric	ADJ
fumecheng-6396	111	24	fractures	fracture	NOUN
fumecheng-6396	111	25	of	of	ADP
fumecheng-6396	111	26	thigh	thigh	NOUN
fumecheng-6396	111	27	bone	bone	NOUN
fumecheng-6396	111	28	(	(	PUNCT
fumecheng-6396	111	29	femur	femur	NOUN
fumecheng-6396	111	30	)	)	PUNCT
fumecheng-6396	111	31	.	.	PUNCT
fumecheng-6396	112	1	this	this	PRON
fumecheng-6396	112	2	is	be	AUX
fumecheng-6396	112	3	the	the	DET
fumecheng-6396	112	4	case	case	NOUN
fumecheng-6396	112	5	of	of	ADP
fumecheng-6396	112	6	a	a	DET
fumecheng-6396	112	7	highly	highly	ADV
fumecheng-6396	112	8	customizable	customizable	ADJ
fumecheng-6396	112	9	product	product	NOUN
fumecheng-6396	112	10	which	which	PRON
fumecheng-6396	112	11	needs	need	VERB
fumecheng-6396	112	12	to	to	PART
fumecheng-6396	112	13	be	be	AUX
fumecheng-6396	112	14	fitted	fit	VERB
fumecheng-6396	112	15	to	to	ADP
fumecheng-6396	112	16	the	the	DET
fumecheng-6396	112	17	different	different	ADJ
fumecheng-6396	112	18	requirements	requirement	NOUN
fumecheng-6396	112	19	arising	arise	VERB
fumecheng-6396	112	20	from	from	ADP
fumecheng-6396	112	21	patient	patient	ADJ
fumecheng-6396	112	22	physical	physical	ADJ
fumecheng-6396	112	23	and	and	CCONJ
fumecheng-6396	112	24	physiological	physiological	ADJ
fumecheng-6396	112	25	properties	property	NOUN
fumecheng-6396	112	26	,	,	PUNCT
fumecheng-6396	112	27	some	some	PRON
fumecheng-6396	112	28	of	of	ADP
fumecheng-6396	112	29	many	many	ADJ
fumecheng-6396	112	30	different	different	ADJ
fumecheng-6396	112	31	types	type	NOUN
fumecheng-6396	112	32	of	of	ADP
fumecheng-6396	112	33	fractures	fracture	NOUN
fumecheng-6396	112	34	,	,	PUNCT
fumecheng-6396	112	35	etc	etc	X
fumecheng-6396	112	36	.	.	X
fumecheng-6396	113	1	the	the	DET
fumecheng-6396	113	2	process	process	NOUN
fumecheng-6396	113	3	in	in	ADP
fumecheng-6396	113	4	which	which	PRON
fumecheng-6396	113	5	this	this	DET
fumecheng-6396	113	6	fitting	fitting	NOUN
fumecheng-6396	113	7	is	be	AUX
fumecheng-6396	113	8	carried	carry	VERB
fumecheng-6396	113	9	out	out	ADP
fumecheng-6396	113	10	is	be	AUX
fumecheng-6396	113	11	out	out	ADP
fumecheng-6396	113	12	of	of	ADP
fumecheng-6396	113	13	the	the	DET
fumecheng-6396	113	14	scope	scope	NOUN
fumecheng-6396	113	15	of	of	ADP
fumecheng-6396	113	16	the	the	DET
fumecheng-6396	113	17	research	research	NOUN
fumecheng-6396	113	18	behind	behind	ADP
fumecheng-6396	113	19	this	this	DET
fumecheng-6396	113	20	paper	paper	NOUN
fumecheng-6396	113	21	.	.	PUNCT
fumecheng-6396	114	1	the	the	DET
fumecheng-6396	114	2	fixator	fixator	NOUN
fumecheng-6396	114	3	parametric	parametric	PROPN
fumecheng-6396	114	4	model	model	NOUN
fumecheng-6396	114	5	has	have	AUX
fumecheng-6396	114	6	been	be	AUX
fumecheng-6396	114	7	created	create	VERB
fumecheng-6396	114	8	by	by	ADP
fumecheng-6396	114	9	using	use	VERB
fumecheng-6396	114	10	solidworks	solidworks	PROPN
fumecheng-6396	114	11	cad	cad	PROPN
fumecheng-6396	114	12	software	software	NOUN
fumecheng-6396	114	13	.	.	PUNCT
fumecheng-6396	115	1	in	in	ADP
fumecheng-6396	115	2	this	this	DET
fumecheng-6396	115	3	case	case	NOUN
fumecheng-6396	115	4	,	,	PUNCT
fumecheng-6396	115	5	it	it	PRON
fumecheng-6396	115	6	is	be	AUX
fumecheng-6396	115	7	defined	define	VERB
fumecheng-6396	115	8	by	by	ADP
fumecheng-6396	115	9	6	6	NUM
fumecheng-6396	115	10	relevant	relevant	ADJ
fumecheng-6396	115	11	geometry	geometry	NOUN
fumecheng-6396	115	12	parameters	parameter	NOUN
fumecheng-6396	115	13	and	and	CCONJ
fumecheng-6396	115	14	fixed	fix	VERB
fumecheng-6396	115	15	design	design	NOUN
fumecheng-6396	115	16	.	.	PUNCT
fumecheng-6396	116	1	the	the	DET
fumecheng-6396	116	2	illustration	illustration	NOUN
fumecheng-6396	116	3	of	of	ADP
fumecheng-6396	116	4	the	the	DET
fumecheng-6396	116	5	model	model	NOUN
fumecheng-6396	116	6	is	be	AUX
fumecheng-6396	116	7	provided	provide	VERB
fumecheng-6396	116	8	on	on	ADP
fumecheng-6396	116	9	fig	fig	NOUN
fumecheng-6396	116	10	.	.	PUNCT
fumecheng-6396	117	1	2	2	NUM
fumecheng-6396	117	2	below	below	ADP
fumecheng-6396	117	3	.	.	PUNCT
fumecheng-6396	118	1	fig	fig	NOUN
fumecheng-6396	118	2	.	.	PUNCT
fumecheng-6396	119	1	2	2	NUM
fumecheng-6396	119	2	parametric	parametric	ADJ
fumecheng-6396	119	3	model	model	NOUN
fumecheng-6396	119	4	of	of	ADP
fumecheng-6396	119	5	internal	internal	ADJ
fumecheng-6396	119	6	fixator	fixator	NOUN
fumecheng-6396	119	7	,	,	PUNCT
fumecheng-6396	119	8	used	use	VERB
fumecheng-6396	119	9	in	in	ADP
fumecheng-6396	119	10	subtrochanteric	subtrochanteric	ADJ
fumecheng-6396	119	11	fractures	fracture	NOUN
fumecheng-6396	119	12	of	of	ADP
fumecheng-6396	119	13	thighbone	thighbone	NOUN
fumecheng-6396	119	14	(	(	PUNCT
fumecheng-6396	119	15	femur	femur	NOUN
fumecheng-6396	119	16	)	)	PUNCT
fumecheng-6396	119	17	design	design	NOUN
fumecheng-6396	119	18	explorer	explorer	NOUN
fumecheng-6396	119	19	module	module	NOUN
fumecheng-6396	119	20	of	of	ADP
fumecheng-6396	119	21	ansys	ansys	PROPN
fumecheng-6396	119	22	fea	fea	PROPN
fumecheng-6396	119	23	software	software	PROPN
fumecheng-6396	119	24	,	,	PUNCT
fumecheng-6396	119	25	which	which	PRON
fumecheng-6396	119	26	was	be	AUX
fumecheng-6396	119	27	used	use	VERB
fumecheng-6396	119	28	for	for	ADP
fumecheng-6396	119	29	calculation	calculation	NOUN
fumecheng-6396	119	30	,	,	PUNCT
fumecheng-6396	119	31	features	feature	VERB
fumecheng-6396	119	32	the	the	DET
fumecheng-6396	119	33	design	design	NOUN
fumecheng-6396	119	34	-	-	PUNCT
fumecheng-6396	119	35	of	of	ADP
fumecheng-6396	119	36	-	-	PUNCT
fumecheng-6396	119	37	experiment	experiment	NOUN
fumecheng-6396	119	38	functionality	functionality	NOUN
fumecheng-6396	119	39	.	.	PUNCT
fumecheng-6396	120	1	namely	namely	ADV
fumecheng-6396	120	2	,	,	PUNCT
fumecheng-6396	120	3	it	it	PRON
fumecheng-6396	120	4	is	be	AUX
fumecheng-6396	120	5	used	use	VERB
fumecheng-6396	120	6	to	to	PART
fumecheng-6396	120	7	generate	generate	VERB
fumecheng-6396	120	8	the	the	DET
fumecheng-6396	120	9	set	set	NOUN
fumecheng-6396	120	10	of	of	ADP
fumecheng-6396	120	11	novel	novel	ADJ
fumecheng-6396	120	12	methodology	methodology	NOUN
fumecheng-6396	120	13	for	for	ADP
fumecheng-6396	120	14	real	real	ADJ
fumecheng-6396	120	15	-	-	PUNCT
fumecheng-6396	120	16	time	time	NOUN
fumecheng-6396	120	17	structural	structural	ADJ
fumecheng-6396	120	18	analysis	analysis	NOUN
fumecheng-6396	120	19	assistance	assistance	NOUN
fumecheng-6396	120	20	in	in	ADP
fumecheng-6396	120	21	custom	custom	NOUN
fumecheng-6396	120	22	product	product	NOUN
fumecheng-6396	120	23	design	design	NOUN
fumecheng-6396	120	24	299	299	NUM
fumecheng-6396	120	25	values	value	NOUN
fumecheng-6396	120	26	of	of	ADP
fumecheng-6396	120	27	input	input	NOUN
fumecheng-6396	120	28	parameters	parameter	NOUN
fumecheng-6396	120	29	that	that	PRON
fumecheng-6396	120	30	defines	define	VERB
fumecheng-6396	120	31	the	the	DET
fumecheng-6396	120	32	collection	collection	NOUN
fumecheng-6396	120	33	of	of	ADP
fumecheng-6396	120	34	characteristic	characteristic	ADJ
fumecheng-6396	120	35	product	product	NOUN
fumecheng-6396	120	36	instances	instance	NOUN
fumecheng-6396	120	37	.	.	PUNCT
fumecheng-6396	121	1	these	these	DET
fumecheng-6396	121	2	values	value	NOUN
fumecheng-6396	121	3	are	be	AUX
fumecheng-6396	121	4	then	then	ADV
fumecheng-6396	121	5	used	use	VERB
fumecheng-6396	121	6	to	to	PART
fumecheng-6396	121	7	create	create	VERB
fumecheng-6396	121	8	the	the	DET
fumecheng-6396	121	9	cad	cad	PROPN
fumecheng-6396	121	10	model	model	NOUN
fumecheng-6396	121	11	instances	instance	NOUN
fumecheng-6396	121	12	in	in	ADP
fumecheng-6396	121	13	solidworks	solidwork	NOUN
fumecheng-6396	121	14	and	and	CCONJ
fumecheng-6396	121	15	send	send	VERB
fumecheng-6396	121	16	them	they	PRON
fumecheng-6396	121	17	back	back	ADV
fumecheng-6396	121	18	to	to	ADP
fumecheng-6396	121	19	ansys	ansys	PROPN
fumecheng-6396	121	20	for	for	ADP
fumecheng-6396	121	21	calculation	calculation	NOUN
fumecheng-6396	121	22	of	of	ADP
fumecheng-6396	121	23	physical	physical	ADJ
fumecheng-6396	121	24	quantities	quantity	NOUN
fumecheng-6396	121	25	.	.	PUNCT
fumecheng-6396	122	1	central	central	ADJ
fumecheng-6396	122	2	composite	composite	ADJ
fumecheng-6396	122	3	design	design	NOUN
fumecheng-6396	122	4	(	(	PUNCT
fumecheng-6396	122	5	ccd)/face	ccd)/face	NOUN
fumecheng-6396	122	6	centered	center	VERB
fumecheng-6396	122	7	/	/	SYM
fumecheng-6396	122	8	enhanced	enhance	VERB
fumecheng-6396	122	9	method	method	NOUN
fumecheng-6396	122	10	was	be	AUX
fumecheng-6396	122	11	applied	apply	VERB
fumecheng-6396	122	12	in	in	ADP
fumecheng-6396	122	13	planning	plan	VERB
fumecheng-6396	122	14	the	the	DET
fumecheng-6396	122	15	experiment	experiment	NOUN
fumecheng-6396	122	16	(	(	PUNCT
fumecheng-6396	122	17	dataset	dataset	NOUN
fumecheng-6396	122	18	generation	generation	NOUN
fumecheng-6396	122	19	)	)	PUNCT
fumecheng-6396	122	20	.	.	PUNCT
fumecheng-6396	123	1	central	central	ADJ
fumecheng-6396	123	2	composite	composite	ADJ
fumecheng-6396	123	3	designs	design	NOUN
fumecheng-6396	123	4	are	be	AUX
fumecheng-6396	123	5	five	five	NUM
fumecheng-6396	123	6	level	level	NOUN
fumecheng-6396	123	7	fractional	fractional	ADJ
fumecheng-6396	123	8	factorial	factorial	NOUN
fumecheng-6396	123	9	designs	design	NOUN
fumecheng-6396	123	10	,	,	PUNCT
fumecheng-6396	123	11	which	which	PRON
fumecheng-6396	123	12	are	be	AUX
fumecheng-6396	123	13	appropriate	appropriate	ADJ
fumecheng-6396	123	14	for	for	ADP
fumecheng-6396	123	15	calibrating	calibrate	VERB
fumecheng-6396	123	16	the	the	DET
fumecheng-6396	123	17	quadratic	quadratic	ADJ
fumecheng-6396	123	18	response	response	NOUN
fumecheng-6396	123	19	model	model	NOUN
fumecheng-6396	123	20	.	.	PUNCT
fumecheng-6396	124	1	by	by	ADP
fumecheng-6396	124	2	default	default	NOUN
fumecheng-6396	124	3	,	,	PUNCT
fumecheng-6396	124	4	ccd	ccd	PROPN
fumecheng-6396	124	5	varies	vary	VERB
fumecheng-6396	124	6	the	the	DET
fumecheng-6396	124	7	input	input	NOUN
fumecheng-6396	124	8	parameters	parameter	NOUN
fumecheng-6396	124	9	on	on	ADP
fumecheng-6396	124	10	three	three	NUM
fumecheng-6396	124	11	levels	level	NOUN
fumecheng-6396	124	12	each	each	PRON
fumecheng-6396	124	13	,	,	PUNCT
fumecheng-6396	124	14	but	but	CCONJ
fumecheng-6396	124	15	still	still	ADV
fumecheng-6396	124	16	generates	generate	VERB
fumecheng-6396	124	17	less	less	ADJ
fumecheng-6396	124	18	data	datum	NOUN
fumecheng-6396	124	19	than	than	ADP
fumecheng-6396	124	20	a	a	DET
fumecheng-6396	124	21	full	full	ADJ
fumecheng-6396	124	22	factorial	factorial	ADJ
fumecheng-6396	124	23	plan	plan	NOUN
fumecheng-6396	124	24	.	.	PUNCT
fumecheng-6396	125	1	face	face	VERB
fumecheng-6396	125	2	centered	center	VERB
fumecheng-6396	125	3	type	type	NOUN
fumecheng-6396	125	4	of	of	ADP
fumecheng-6396	125	5	ccd	ccd	NOUN
fumecheng-6396	125	6	ensured	ensure	VERB
fumecheng-6396	125	7	that	that	SCONJ
fumecheng-6396	125	8	the	the	DET
fumecheng-6396	125	9	extreme	extreme	ADJ
fumecheng-6396	125	10	values	value	NOUN
fumecheng-6396	125	11	of	of	ADP
fumecheng-6396	125	12	the	the	DET
fumecheng-6396	125	13	input	input	NOUN
fumecheng-6396	125	14	parameters	parameter	NOUN
fumecheng-6396	125	15	were	be	AUX
fumecheng-6396	125	16	included	include	VERB
fumecheng-6396	125	17	in	in	ADP
fumecheng-6396	125	18	the	the	DET
fumecheng-6396	125	19	dataset	dataset	NOUN
fumecheng-6396	125	20	.	.	PUNCT
fumecheng-6396	126	1	„	„	PUNCT
fumecheng-6396	126	2	enhanced	enhanced	ADJ
fumecheng-6396	126	3	”	"	PUNCT
fumecheng-6396	126	4	option	option	NOUN
fumecheng-6396	126	5	was	be	AUX
fumecheng-6396	126	6	used	use	VERB
fumecheng-6396	126	7	to	to	PART
fumecheng-6396	126	8	add	add	VERB
fumecheng-6396	126	9	more	more	ADJ
fumecheng-6396	126	10	data	datum	NOUN
fumecheng-6396	126	11	between	between	ADP
fumecheng-6396	126	12	extreme	extreme	ADJ
fumecheng-6396	126	13	and	and	CCONJ
fumecheng-6396	126	14	middle	middle	ADJ
fumecheng-6396	126	15	values	value	NOUN
fumecheng-6396	126	16	of	of	ADP
fumecheng-6396	126	17	input	input	NOUN
fumecheng-6396	126	18	parameters	parameter	NOUN
fumecheng-6396	126	19	,	,	PUNCT
fumecheng-6396	126	20	resulting	result	VERB
fumecheng-6396	126	21	in	in	ADP
fumecheng-6396	126	22	more	more	ADV
fumecheng-6396	126	23	extensive	extensive	ADJ
fumecheng-6396	126	24	datasets	dataset	NOUN
fumecheng-6396	126	25	.	.	PUNCT
fumecheng-6396	127	1	created	create	VERB
fumecheng-6396	127	2	dataset	dataset	NOUN
fumecheng-6396	127	3	[	[	X
fumecheng-6396	127	4	22	22	NUM
fumecheng-6396	127	5	]	]	PUNCT
fumecheng-6396	127	6	is	be	AUX
fumecheng-6396	127	7	used	use	VERB
fumecheng-6396	127	8	as	as	ADP
fumecheng-6396	127	9	input	input	NOUN
fumecheng-6396	127	10	to	to	ADP
fumecheng-6396	127	11	the	the	DET
fumecheng-6396	127	12	typical	typical	ADJ
fumecheng-6396	127	13	ml	ml	NOUN
fumecheng-6396	127	14	pipeline	pipeline	NOUN
fumecheng-6396	127	15	.	.	PUNCT
fumecheng-6396	128	1	this	this	DET
fumecheng-6396	128	2	dataset	dataset	NOUN
fumecheng-6396	128	3	,	,	PUNCT
fumecheng-6396	128	4	with	with	SCONJ
fumecheng-6396	128	5	six	six	NUM
fumecheng-6396	128	6	parameters	parameter	NOUN
fumecheng-6396	128	7	counts	count	VERB
fumecheng-6396	128	8	89	89	NUM
fumecheng-6396	128	9	rows	row	NOUN
fumecheng-6396	128	10	.	.	PUNCT
fumecheng-6396	129	1	a	a	DET
fumecheng-6396	129	2	small	small	ADJ
fumecheng-6396	129	3	number	number	NOUN
fumecheng-6396	129	4	of	of	ADP
fumecheng-6396	129	5	data	datum	NOUN
fumecheng-6396	129	6	instances	instance	NOUN
fumecheng-6396	129	7	were	be	AUX
fumecheng-6396	129	8	used	use	VERB
fumecheng-6396	129	9	in	in	ADP
fumecheng-6396	129	10	a	a	DET
fumecheng-6396	129	11	case	case	NOUN
fumecheng-6396	129	12	study	study	NOUN
fumecheng-6396	129	13	for	for	ADP
fumecheng-6396	129	14	the	the	DET
fumecheng-6396	129	15	practical	practical	ADJ
fumecheng-6396	129	16	reasons	reason	NOUN
fumecheng-6396	129	17	(	(	PUNCT
fumecheng-6396	129	18	single	single	ADJ
fumecheng-6396	129	19	instance	instance	NOUN
fumecheng-6396	129	20	calculation	calculation	NOUN
fumecheng-6396	129	21	of	of	ADP
fumecheng-6396	129	22	physical	physical	ADJ
fumecheng-6396	129	23	quantities	quantity	NOUN
fumecheng-6396	129	24	and	and	CCONJ
fumecheng-6396	129	25	properties	property	NOUN
fumecheng-6396	129	26	by	by	ADP
fumecheng-6396	129	27	ansys	ansys	PROPN
fumecheng-6396	129	28	takes	take	VERB
fumecheng-6396	129	29	time	time	NOUN
fumecheng-6396	129	30	)	)	PUNCT
fumecheng-6396	129	31	as	as	ADV
fumecheng-6396	129	32	well	well	ADV
fumecheng-6396	129	33	as	as	ADP
fumecheng-6396	129	34	because	because	SCONJ
fumecheng-6396	129	35	of	of	ADP
fumecheng-6396	129	36	strong	strong	ADJ
fumecheng-6396	129	37	representativeness	representativeness	NOUN
fumecheng-6396	129	38	of	of	ADP
fumecheng-6396	129	39	data	datum	NOUN
fumecheng-6396	129	40	generated	generate	VERB
fumecheng-6396	129	41	by	by	ADP
fumecheng-6396	129	42	design	design	NOUN
fumecheng-6396	129	43	-	-	PUNCT
fumecheng-6396	129	44	of	of	ADP
fumecheng-6396	129	45	-	-	PUNCT
fumecheng-6396	129	46	experiment	experiment	NOUN
fumecheng-6396	129	47	feature	feature	NOUN
fumecheng-6396	129	48	,	,	PUNCT
fumecheng-6396	129	49	namely	namely	ADV
fumecheng-6396	129	50	balanced	balanced	ADJ
fumecheng-6396	129	51	distribution	distribution	NOUN
fumecheng-6396	129	52	of	of	ADP
fumecheng-6396	129	53	parameters	parameter	NOUN
fumecheng-6396	129	54	value	value	VERB
fumecheng-6396	129	55	over	over	ADP
fumecheng-6396	129	56	the	the	DET
fumecheng-6396	129	57	given	give	VERB
fumecheng-6396	129	58	range	range	NOUN
fumecheng-6396	129	59	.	.	PUNCT
fumecheng-6396	130	1	distribution	distribution	NOUN
fumecheng-6396	130	2	of	of	ADP
fumecheng-6396	130	3	the	the	DET
fumecheng-6396	130	4	output	output	NOUN
fumecheng-6396	130	5	features	feature	VERB
fumecheng-6396	130	6	data	datum	NOUN
fumecheng-6396	130	7	in	in	ADP
fumecheng-6396	130	8	the	the	DET
fumecheng-6396	130	9	dataset	dataset	NOUN
fumecheng-6396	130	10	is	be	AUX
fumecheng-6396	130	11	illustrated	illustrate	VERB
fumecheng-6396	130	12	by	by	ADP
fumecheng-6396	130	13	using	use	VERB
fumecheng-6396	130	14	boxplots	boxplot	NOUN
fumecheng-6396	130	15	in	in	ADP
fumecheng-6396	130	16	the	the	DET
fumecheng-6396	130	17	fig	fig	NOUN
fumecheng-6396	130	18	.	.	PUNCT
fumecheng-6396	131	1	3	3	NUM
fumecheng-6396	131	2	below	below	ADV
fumecheng-6396	131	3	.	.	PUNCT
fumecheng-6396	132	1	fig	fig	NOUN
fumecheng-6396	132	2	.	.	PUNCT
fumecheng-6396	133	1	3	3	NUM
fumecheng-6396	133	2	distribution	distribution	NOUN
fumecheng-6396	133	3	of	of	ADP
fumecheng-6396	133	4	the	the	DET
fumecheng-6396	133	5	physical	physical	ADJ
fumecheng-6396	133	6	quantities	quantity	NOUN
fumecheng-6396	133	7	and	and	CCONJ
fumecheng-6396	133	8	properties	property	NOUN
fumecheng-6396	133	9	values	value	NOUN
fumecheng-6396	133	10	in	in	ADP
fumecheng-6396	133	11	the	the	DET
fumecheng-6396	133	12	dataset	dataset	NOUN
fumecheng-6396	133	13	(	(	PUNCT
fumecheng-6396	133	14	boxplots	boxplot	NOUN
fumecheng-6396	133	15	)	)	PUNCT
fumecheng-6396	133	16	standard	standard	ADJ
fumecheng-6396	133	17	deviations	deviation	NOUN
fumecheng-6396	133	18	for	for	ADP
fumecheng-6396	133	19	total	total	ADJ
fumecheng-6396	133	20	deformation	deformation	NOUN
fumecheng-6396	133	21	maximum	maximum	ADJ
fumecheng-6396	133	22	,	,	PUNCT
fumecheng-6396	133	23	equivalent	equivalent	ADJ
fumecheng-6396	133	24	stress	stress	NOUN
fumecheng-6396	133	25	and	and	CCONJ
fumecheng-6396	133	26	fixator	fixator	NOUN
fumecheng-6396	133	27	mass	mass	NOUN
fumecheng-6396	133	28	are	be	AUX
fumecheng-6396	133	29	as	as	SCONJ
fumecheng-6396	133	30	it	it	PRON
fumecheng-6396	133	31	follows	follow	VERB
fumecheng-6396	133	32	:	:	PUNCT
fumecheng-6396	133	33	std(def	std(def	ADJ
fumecheng-6396	133	34	)	)	PUNCT
fumecheng-6396	133	35	=	=	NOUN
fumecheng-6396	133	36	1.075536549693965	1.075536549693965	NUM
fumecheng-6396	133	37	std(str	std(str	NOUN
fumecheng-6396	133	38	)	)	PUNCT
fumecheng-6396	134	1	=	=	SYM
fumecheng-6396	134	2	88.62041183766537	88.62041183766537	NUM
fumecheng-6396	134	3	std(mas	std(ma	NOUN
fumecheng-6396	134	4	)	)	PUNCT
fumecheng-6396	134	5	=	=	PUNCT
fumecheng-6396	135	1	0.029059066340160897	0.029059066340160897	NUM
fumecheng-6396	135	2	3.1	3.1	NUM
fumecheng-6396	135	3	.	.	PUNCT
fumecheng-6396	136	1	correlation	correlation	NOUN
fumecheng-6396	136	2	analysis	analysis	NOUN
fumecheng-6396	136	3	analysis	analysis	NOUN
fumecheng-6396	136	4	of	of	ADP
fumecheng-6396	136	5	data	datum	NOUN
fumecheng-6396	136	6	correlation	correlation	NOUN
fumecheng-6396	136	7	was	be	AUX
fumecheng-6396	136	8	carried	carry	VERB
fumecheng-6396	136	9	out	out	ADP
fumecheng-6396	136	10	by	by	ADP
fumecheng-6396	136	11	considering	consider	VERB
fumecheng-6396	136	12	pearson	pearson	PROPN
fumecheng-6396	136	13	linear	linear	PROPN
fumecheng-6396	136	14	correlation	correlation	NOUN
fumecheng-6396	136	15	and	and	CCONJ
fumecheng-6396	136	16	recursive	recursive	ADJ
fumecheng-6396	136	17	feature	feature	NOUN
fumecheng-6396	136	18	elimination	elimination	NOUN
fumecheng-6396	136	19	(	(	PUNCT
fumecheng-6396	136	20	rfe	rfe	NOUN
fumecheng-6396	136	21	)	)	PUNCT
fumecheng-6396	136	22	methods	method	NOUN
fumecheng-6396	136	23	.	.	PUNCT
fumecheng-6396	137	1	the	the	DET
fumecheng-6396	137	2	aim	aim	NOUN
fumecheng-6396	137	3	of	of	ADP
fumecheng-6396	137	4	the	the	DET
fumecheng-6396	137	5	analysis	analysis	NOUN
fumecheng-6396	137	6	is	be	AUX
fumecheng-6396	137	7	to	to	PART
fumecheng-6396	137	8	determine	determine	VERB
fumecheng-6396	137	9	if	if	SCONJ
fumecheng-6396	137	10	the	the	DET
fumecheng-6396	137	11	dimensionality	dimensionality	NOUN
fumecheng-6396	137	12	of	of	ADP
fumecheng-6396	137	13	the	the	DET
fumecheng-6396	137	14	problem	problem	NOUN
fumecheng-6396	137	15	can	can	AUX
fumecheng-6396	137	16	be	be	AUX
fumecheng-6396	137	17	reduced	reduce	VERB
fumecheng-6396	137	18	,	,	PUNCT
fumecheng-6396	137	19	namely	namely	ADV
fumecheng-6396	137	20	if	if	SCONJ
fumecheng-6396	137	21	it	it	PRON
fumecheng-6396	137	22	is	be	AUX
fumecheng-6396	137	23	reasonable	reasonable	ADJ
fumecheng-6396	137	24	to	to	PART
fumecheng-6396	137	25	exclude	exclude	VERB
fumecheng-6396	137	26	some	some	PRON
fumecheng-6396	137	27	of	of	ADP
fumecheng-6396	137	28	the	the	DET
fumecheng-6396	137	29	input	input	NOUN
fumecheng-6396	137	30	variables	variable	NOUN
fumecheng-6396	137	31	from	from	ADP
fumecheng-6396	137	32	the	the	DET
fumecheng-6396	137	33	training	training	NOUN
fumecheng-6396	137	34	dataset	dataset	NOUN
fumecheng-6396	137	35	.	.	PUNCT
fumecheng-6396	138	1	300	300	NUM
fumecheng-6396	138	2	m.	m.	NOUN
fumecheng-6396	138	3	zdravković	zdravković	NOUN
fumecheng-6396	138	4	,	,	PUNCT
fumecheng-6396	138	5	n.	n.	PROPN
fumecheng-6396	138	6	korunović	korunović	PROPN
fumecheng-6396	138	7	it	it	PRON
fumecheng-6396	138	8	was	be	AUX
fumecheng-6396	138	9	found	find	VERB
fumecheng-6396	138	10	that	that	SCONJ
fumecheng-6396	138	11	there	there	PRON
fumecheng-6396	138	12	existed	exist	VERB
fumecheng-6396	138	13	a	a	DET
fumecheng-6396	138	14	significant	significant	ADJ
fumecheng-6396	138	15	linear	linear	ADJ
fumecheng-6396	138	16	correlation	correlation	NOUN
fumecheng-6396	138	17	between	between	ADP
fumecheng-6396	138	18	:	:	PUNCT
fumecheng-6396	138	19	▪	▪	ADJ
fumecheng-6396	138	20	bar	bar	NOUN
fumecheng-6396	138	21	length	length	NOUN
fumecheng-6396	138	22	and	and	CCONJ
fumecheng-6396	138	23	total	total	ADJ
fumecheng-6396	138	24	deformation	deformation	NOUN
fumecheng-6396	138	25	(	(	PUNCT
fumecheng-6396	138	26	p=-0.950	p=-0.950	NOUN
fumecheng-6396	138	27	)	)	PUNCT
fumecheng-6396	138	28	▪	▪	NOUN
fumecheng-6396	138	29	bar	bar	NOUN
fumecheng-6396	138	30	length	length	NOUN
fumecheng-6396	138	31	and	and	CCONJ
fumecheng-6396	138	32	fixator	fixator	NOUN
fumecheng-6396	138	33	mass	mass	NOUN
fumecheng-6396	138	34	(	(	PUNCT
fumecheng-6396	138	35	p=0.899	p=0.899	NOUN
fumecheng-6396	138	36	)	)	PUNCT
fumecheng-6396	138	37	▪	▪	NOUN
fumecheng-6396	138	38	bar	bar	NOUN
fumecheng-6396	138	39	length	length	NOUN
fumecheng-6396	138	40	and	and	CCONJ
fumecheng-6396	138	41	equivalent	equivalent	ADJ
fumecheng-6396	138	42	stress	stress	NOUN
fumecheng-6396	138	43	(	(	PUNCT
fumecheng-6396	138	44	p=-0.655	p=-0.655	NOUN
fumecheng-6396	138	45	)	)	PUNCT
fumecheng-6396	138	46	▪	▪	NOUN
fumecheng-6396	138	47	bar	bar	NOUN
fumecheng-6396	138	48	end	end	NOUN
fumecheng-6396	138	49	thickness	thickness	NOUN
fumecheng-6396	138	50	and	and	CCONJ
fumecheng-6396	138	51	equivalent	equivalent	ADJ
fumecheng-6396	138	52	stress	stress	NOUN
fumecheng-6396	138	53	(	(	PUNCT
fumecheng-6396	138	54	p=-0.633	p=-0.633	NOUN
fumecheng-6396	138	55	)	)	PUNCT
fumecheng-6396	138	56	a	a	DET
fumecheng-6396	138	57	notable	notable	ADJ
fumecheng-6396	138	58	linear	linear	NOUN
fumecheng-6396	138	59	correlation	correlation	NOUN
fumecheng-6396	138	60	is	be	AUX
fumecheng-6396	138	61	found	find	VERB
fumecheng-6396	138	62	between	between	ADP
fumecheng-6396	138	63	:	:	PUNCT
fumecheng-6396	138	64	▪	▪	ADJ
fumecheng-6396	138	65	bar	bar	NOUN
fumecheng-6396	138	66	diameter	diameter	NOUN
fumecheng-6396	138	67	and	and	CCONJ
fumecheng-6396	138	68	total	total	ADJ
fumecheng-6396	138	69	deformation	deformation	NOUN
fumecheng-6396	138	70	maximum	maximum	ADJ
fumecheng-6396	138	71	(	(	PUNCT
fumecheng-6396	138	72	p=-0.250	p=-0.250	NOUN
fumecheng-6396	138	73	)	)	PUNCT
fumecheng-6396	138	74	▪	▪	NOUN
fumecheng-6396	138	75	bar	bar	NOUN
fumecheng-6396	138	76	diameter	diameter	NOUN
fumecheng-6396	138	77	and	and	CCONJ
fumecheng-6396	138	78	fixator	fixator	NOUN
fumecheng-6396	138	79	mass	mass	NOUN
fumecheng-6396	138	80	(	(	PUNCT
fumecheng-6396	138	81	p=0.397	p=0.397	NOUN
fumecheng-6396	138	82	)	)	PUNCT
fumecheng-6396	138	83	other	other	ADJ
fumecheng-6396	138	84	input	input	NOUN
fumecheng-6396	138	85	values	value	NOUN
fumecheng-6396	138	86	did	do	AUX
fumecheng-6396	138	87	not	not	PART
fumecheng-6396	138	88	have	have	VERB
fumecheng-6396	138	89	a	a	DET
fumecheng-6396	138	90	notable	notable	ADJ
fumecheng-6396	138	91	linear	linear	NOUN
fumecheng-6396	138	92	correlation	correlation	NOUN
fumecheng-6396	138	93	with	with	ADP
fumecheng-6396	138	94	output	output	NOUN
fumecheng-6396	138	95	variables	variable	NOUN
fumecheng-6396	138	96	,	,	PUNCT
fumecheng-6396	138	97	namely	namely	ADV
fumecheng-6396	138	98	deformation	deformation	NOUN
fumecheng-6396	138	99	,	,	PUNCT
fumecheng-6396	138	100	stress	stress	NOUN
fumecheng-6396	138	101	and	and	CCONJ
fumecheng-6396	138	102	mass	mass	NOUN
fumecheng-6396	138	103	.	.	PUNCT
fumecheng-6396	139	1	this	this	PRON
fumecheng-6396	139	2	implies	imply	VERB
fumecheng-6396	139	3	that	that	SCONJ
fumecheng-6396	139	4	some	some	DET
fumecheng-6396	139	5	features	feature	NOUN
fumecheng-6396	139	6	could	could	AUX
fumecheng-6396	139	7	be	be	AUX
fumecheng-6396	139	8	removed	remove	VERB
fumecheng-6396	139	9	from	from	ADP
fumecheng-6396	139	10	the	the	DET
fumecheng-6396	139	11	model	model	NOUN
fumecheng-6396	139	12	,	,	PUNCT
fumecheng-6396	139	13	namely	namely	ADV
fumecheng-6396	139	14	,	,	PUNCT
fumecheng-6396	139	15	radius	radius	ADJ
fumecheng-6396	139	16	trochanteric	trochanteric	ADJ
fumecheng-6396	139	17	unit	unit	NOUN
fumecheng-6396	139	18	,	,	PUNCT
fumecheng-6396	139	19	radius	radius	NOUN
fumecheng-6396	139	20	bar	bar	NOUN
fumecheng-6396	139	21	end	end	NOUN
fumecheng-6396	139	22	and	and	CCONJ
fumecheng-6396	139	23	clamp	clamp	NOUN
fumecheng-6396	139	24	distance	distance	NOUN
fumecheng-6396	139	25	.	.	PUNCT
fumecheng-6396	140	1	the	the	DET
fumecheng-6396	140	2	correlation	correlation	NOUN
fumecheng-6396	140	3	of	of	ADP
fumecheng-6396	140	4	the	the	DET
fumecheng-6396	140	5	individual	individual	ADJ
fumecheng-6396	140	6	geometrical	geometrical	ADJ
fumecheng-6396	140	7	features	feature	NOUN
fumecheng-6396	140	8	with	with	ADP
fumecheng-6396	140	9	the	the	DET
fumecheng-6396	140	10	physical	physical	ADJ
fumecheng-6396	140	11	quantities	quantity	NOUN
fumecheng-6396	140	12	and	and	CCONJ
fumecheng-6396	140	13	properties	property	NOUN
fumecheng-6396	140	14	is	be	AUX
fumecheng-6396	140	15	also	also	ADV
fumecheng-6396	140	16	illustrated	illustrate	VERB
fumecheng-6396	140	17	with	with	ADP
fumecheng-6396	140	18	the	the	DET
fumecheng-6396	140	19	scatter	scatter	NOUN
fumecheng-6396	140	20	plots	plot	NOUN
fumecheng-6396	140	21	,	,	PUNCT
fumecheng-6396	140	22	displayed	display	VERB
fumecheng-6396	140	23	in	in	ADP
fumecheng-6396	140	24	fig	fig	NOUN
fumecheng-6396	140	25	.	.	PUNCT
fumecheng-6396	141	1	4	4	X
fumecheng-6396	141	2	.	.	X
fumecheng-6396	141	3	fig	fig	NOUN
fumecheng-6396	141	4	.	.	PUNCT
fumecheng-6396	142	1	4	4	NUM
fumecheng-6396	142	2	correlation	correlation	NOUN
fumecheng-6396	142	3	of	of	ADP
fumecheng-6396	142	4	the	the	DET
fumecheng-6396	142	5	individual	individual	ADJ
fumecheng-6396	142	6	geometrical	geometrical	ADJ
fumecheng-6396	142	7	features	feature	NOUN
fumecheng-6396	142	8	with	with	ADP
fumecheng-6396	142	9	the	the	DET
fumecheng-6396	142	10	physical	physical	ADJ
fumecheng-6396	142	11	quantities	quantity	NOUN
fumecheng-6396	142	12	and	and	CCONJ
fumecheng-6396	142	13	properties	property	NOUN
fumecheng-6396	142	14	(	(	PUNCT
fumecheng-6396	142	15	pearson	pearson	PROPN
fumecheng-6396	142	16	)	)	PUNCT
fumecheng-6396	142	17	the	the	DET
fumecheng-6396	142	18	issue	issue	NOUN
fumecheng-6396	142	19	of	of	ADP
fumecheng-6396	142	20	the	the	DET
fumecheng-6396	142	21	linear	linear	ADJ
fumecheng-6396	142	22	correlation	correlation	NOUN
fumecheng-6396	142	23	based	base	VERB
fumecheng-6396	142	24	on	on	ADP
fumecheng-6396	142	25	the	the	DET
fumecheng-6396	142	26	pearson	pearson	PROPN
fumecheng-6396	142	27	coefficient	coefficient	NOUN
fumecheng-6396	142	28	is	be	AUX
fumecheng-6396	142	29	that	that	SCONJ
fumecheng-6396	142	30	it	it	PRON
fumecheng-6396	142	31	can	can	AUX
fumecheng-6396	142	32	help	help	VERB
fumecheng-6396	142	33	in	in	ADP
fumecheng-6396	142	34	assessing	assess	VERB
fumecheng-6396	142	35	only	only	ADV
fumecheng-6396	142	36	the	the	DET
fumecheng-6396	142	37	relevance	relevance	NOUN
fumecheng-6396	142	38	of	of	ADP
fumecheng-6396	142	39	individual	individual	ADJ
fumecheng-6396	142	40	input	input	NOUN
fumecheng-6396	142	41	features	feature	NOUN
fumecheng-6396	142	42	for	for	ADP
fumecheng-6396	142	43	prediction	prediction	NOUN
fumecheng-6396	142	44	of	of	ADP
fumecheng-6396	142	45	the	the	DET
fumecheng-6396	142	46	output	output	NOUN
fumecheng-6396	142	47	ones	one	NOUN
fumecheng-6396	142	48	.	.	PUNCT
fumecheng-6396	143	1	in	in	ADP
fumecheng-6396	143	2	other	other	ADJ
fumecheng-6396	143	3	words	word	NOUN
fumecheng-6396	143	4	,	,	PUNCT
fumecheng-6396	143	5	while	while	SCONJ
fumecheng-6396	143	6	one	one	NUM
fumecheng-6396	143	7	specific	specific	ADJ
fumecheng-6396	143	8	input	input	NOUN
fumecheng-6396	143	9	feature	feature	NOUN
fumecheng-6396	143	10	may	may	AUX
fumecheng-6396	143	11	have	have	VERB
fumecheng-6396	143	12	a	a	DET
fumecheng-6396	143	13	very	very	ADV
fumecheng-6396	143	14	low	low	ADJ
fumecheng-6396	143	15	correlation	correlation	NOUN
fumecheng-6396	143	16	with	with	ADP
fumecheng-6396	143	17	the	the	DET
fumecheng-6396	143	18	output	output	NOUN
fumecheng-6396	143	19	,	,	PUNCT
fumecheng-6396	143	20	it	it	PRON
fumecheng-6396	143	21	may	may	AUX
fumecheng-6396	143	22	appear	appear	VERB
fumecheng-6396	143	23	that	that	SCONJ
fumecheng-6396	143	24	in	in	ADP
fumecheng-6396	143	25	combination	combination	NOUN
fumecheng-6396	143	26	with	with	ADP
fumecheng-6396	143	27	the	the	DET
fumecheng-6396	143	28	other	other	ADJ
fumecheng-6396	143	29	ones	one	NOUN
fumecheng-6396	143	30	,	,	PUNCT
fumecheng-6396	143	31	its	its	PRON
fumecheng-6396	143	32	changes	change	NOUN
fumecheng-6396	143	33	may	may	AUX
fumecheng-6396	143	34	significantly	significantly	ADV
fumecheng-6396	143	35	affect	affect	VERB
fumecheng-6396	143	36	the	the	DET
fumecheng-6396	143	37	output	output	NOUN
fumecheng-6396	143	38	features	feature	NOUN
fumecheng-6396	143	39	.	.	PUNCT
fumecheng-6396	144	1	thus	thus	ADV
fumecheng-6396	144	2	,	,	PUNCT
fumecheng-6396	144	3	to	to	PART
fumecheng-6396	144	4	complement	complement	VERB
fumecheng-6396	144	5	the	the	DET
fumecheng-6396	144	6	correlation	correlation	NOUN
fumecheng-6396	144	7	analysis	analysis	NOUN
fumecheng-6396	144	8	,	,	PUNCT
fumecheng-6396	144	9	a	a	DET
fumecheng-6396	144	10	recursive	recursive	ADJ
fumecheng-6396	144	11	feature	feature	NOUN
fumecheng-6396	144	12	elimination	elimination	NOUN
fumecheng-6396	144	13	(	(	PUNCT
fumecheng-6396	144	14	rfe	rfe	NOUN
fumecheng-6396	144	15	)	)	PUNCT
fumecheng-6396	144	16	method	method	NOUN
fumecheng-6396	144	17	is	be	AUX
fumecheng-6396	144	18	applied	apply	VERB
fumecheng-6396	144	19	in	in	ADP
fumecheng-6396	144	20	order	order	NOUN
fumecheng-6396	144	21	to	to	PART
fumecheng-6396	144	22	explore	explore	VERB
fumecheng-6396	144	23	the	the	DET
fumecheng-6396	144	24	relevance	relevance	NOUN
fumecheng-6396	144	25	ranking	ranking	NOUN
fumecheng-6396	144	26	of	of	ADP
fumecheng-6396	144	27	the	the	DET
fumecheng-6396	144	28	subsets	subset	NOUN
fumecheng-6396	144	29	of	of	ADP
fumecheng-6396	144	30	the	the	DET
fumecheng-6396	144	31	input	input	NOUN
fumecheng-6396	144	32	novel	novel	NOUN
fumecheng-6396	144	33	methodology	methodology	NOUN
fumecheng-6396	144	34	for	for	ADP
fumecheng-6396	144	35	real	real	ADJ
fumecheng-6396	144	36	-	-	PUNCT
fumecheng-6396	144	37	time	time	NOUN
fumecheng-6396	144	38	structural	structural	ADJ
fumecheng-6396	144	39	analysis	analysis	NOUN
fumecheng-6396	144	40	assistance	assistance	NOUN
fumecheng-6396	144	41	in	in	ADP
fumecheng-6396	144	42	custom	custom	NOUN
fumecheng-6396	144	43	product	product	NOUN
fumecheng-6396	144	44	design	design	VERB
fumecheng-6396	144	45	301	301	NUM
fumecheng-6396	144	46	features	feature	NOUN
fumecheng-6396	144	47	.	.	PUNCT
fumecheng-6396	145	1	rfe	rfe	NOUN
fumecheng-6396	145	2	is	be	AUX
fumecheng-6396	145	3	a	a	DET
fumecheng-6396	145	4	method	method	NOUN
fumecheng-6396	145	5	which	which	PRON
fumecheng-6396	145	6	performs	perform	VERB
fumecheng-6396	145	7	backward	backward	ADJ
fumecheng-6396	145	8	feature	feature	NOUN
fumecheng-6396	145	9	elimination	elimination	NOUN
fumecheng-6396	145	10	.	.	PUNCT
fumecheng-6396	146	1	the	the	DET
fumecheng-6396	146	2	algorithm	algorithm	NOUN
fumecheng-6396	146	3	begins	begin	VERB
fumecheng-6396	146	4	with	with	ADP
fumecheng-6396	146	5	the	the	DET
fumecheng-6396	146	6	set	set	NOUN
fumecheng-6396	146	7	of	of	ADP
fumecheng-6396	146	8	all	all	DET
fumecheng-6396	146	9	features	feature	NOUN
fumecheng-6396	146	10	and	and	CCONJ
fumecheng-6396	146	11	successively	successively	ADV
fumecheng-6396	146	12	eliminates	eliminate	VERB
fumecheng-6396	146	13	the	the	DET
fumecheng-6396	146	14	feature	feature	NOUN
fumecheng-6396	146	15	which	which	PRON
fumecheng-6396	146	16	induces	induce	VERB
fumecheng-6396	146	17	the	the	DET
fumecheng-6396	146	18	smallest	small	ADJ
fumecheng-6396	146	19	effect	effect	NOUN
fumecheng-6396	146	20	on	on	ADP
fumecheng-6396	146	21	the	the	DET
fumecheng-6396	146	22	output	output	NOUN
fumecheng-6396	146	23	features	feature	NOUN
fumecheng-6396	146	24	.	.	PUNCT
fumecheng-6396	147	1	it	it	PRON
fumecheng-6396	147	2	can	can	AUX
fumecheng-6396	147	3	be	be	AUX
fumecheng-6396	147	4	applied	apply	VERB
fumecheng-6396	147	5	by	by	ADP
fumecheng-6396	147	6	using	use	VERB
fumecheng-6396	147	7	the	the	DET
fumecheng-6396	147	8	selected	select	VERB
fumecheng-6396	147	9	algorithms	algorithm	NOUN
fumecheng-6396	147	10	,	,	PUNCT
fumecheng-6396	147	11	in	in	ADP
fumecheng-6396	147	12	our	our	PRON
fumecheng-6396	147	13	case	case	NOUN
fumecheng-6396	147	14	simple	simple	ADJ
fumecheng-6396	147	15	linear	linear	PROPN
fumecheng-6396	147	16	regression	regression	NOUN
fumecheng-6396	147	17	,	,	PUNCT
fumecheng-6396	147	18	svm	svm	ADJ
fumecheng-6396	147	19	,	,	PUNCT
fumecheng-6396	147	20	decision	decision	NOUN
fumecheng-6396	147	21	trees	tree	NOUN
fumecheng-6396	147	22	,	,	PUNCT
fumecheng-6396	147	23	random	random	ADJ
fumecheng-6396	147	24	forest	forest	NOUN
fumecheng-6396	147	25	and	and	CCONJ
fumecheng-6396	147	26	gradient	gradient	ADJ
fumecheng-6396	147	27	boosting	boost	VERB
fumecheng-6396	147	28	regressors	regressor	NOUN
fumecheng-6396	147	29	.	.	PUNCT
fumecheng-6396	148	1	knn	knn	PROPN
fumecheng-6396	148	2	is	be	AUX
fumecheng-6396	148	3	excluded	exclude	VERB
fumecheng-6396	148	4	because	because	SCONJ
fumecheng-6396	148	5	its	its	PRON
fumecheng-6396	148	6	regressor	regressor	NOUN
fumecheng-6396	148	7	does	do	AUX
fumecheng-6396	148	8	not	not	PART
fumecheng-6396	148	9	expose	expose	VERB
fumecheng-6396	148	10	the	the	DET
fumecheng-6396	148	11	attributes	attribute	NOUN
fumecheng-6396	148	12	relevant	relevant	ADJ
fumecheng-6396	148	13	to	to	PART
fumecheng-6396	148	14	rfe	rfe	VERB
fumecheng-6396	148	15	.	.	PUNCT
fumecheng-6396	149	1	rfe	rfe	PROPN
fumecheng-6396	149	2	method	method	PROPN
fumecheng-6396	149	3	calculates	calculate	VERB
fumecheng-6396	149	4	ranks	rank	NOUN
fumecheng-6396	149	5	which	which	PRON
fumecheng-6396	149	6	are	be	AUX
fumecheng-6396	149	7	the	the	DET
fumecheng-6396	149	8	measures	measure	NOUN
fumecheng-6396	149	9	of	of	ADP
fumecheng-6396	149	10	the	the	DET
fumecheng-6396	149	11	relevance	relevance	NOUN
fumecheng-6396	149	12	of	of	ADP
fumecheng-6396	149	13	individual	individual	ADJ
fumecheng-6396	149	14	input	input	NOUN
fumecheng-6396	149	15	features	feature	NOUN
fumecheng-6396	149	16	in	in	ADP
fumecheng-6396	149	17	combination	combination	NOUN
fumecheng-6396	149	18	with	with	ADP
fumecheng-6396	149	19	others	other	NOUN
fumecheng-6396	149	20	for	for	ADP
fumecheng-6396	149	21	predicting	predict	VERB
fumecheng-6396	149	22	the	the	DET
fumecheng-6396	149	23	output	output	NOUN
fumecheng-6396	149	24	features	feature	NOUN
fumecheng-6396	149	25	.	.	PUNCT
fumecheng-6396	150	1	ranks	rank	NOUN
fumecheng-6396	150	2	are	be	AUX
fumecheng-6396	150	3	calculated	calculate	VERB
fumecheng-6396	150	4	in	in	ADP
fumecheng-6396	150	5	the	the	DET
fumecheng-6396	150	6	range	range	NOUN
fumecheng-6396	150	7	(	(	PUNCT
fumecheng-6396	150	8	1,5	1,5	NUM
fumecheng-6396	150	9	)	)	PUNCT
fumecheng-6396	150	10	where	where	SCONJ
fumecheng-6396	150	11	less	less	ADJ
fumecheng-6396	150	12	value	value	NOUN
fumecheng-6396	150	13	means	mean	VERB
fumecheng-6396	150	14	better	well	ADJ
fumecheng-6396	150	15	relevance	relevance	NOUN
fumecheng-6396	150	16	/	/	SYM
fumecheng-6396	150	17	correlation	correlation	NOUN
fumecheng-6396	150	18	.	.	PUNCT
fumecheng-6396	151	1	all	all	DET
fumecheng-6396	151	2	results	result	NOUN
fumecheng-6396	151	3	are	be	AUX
fumecheng-6396	151	4	then	then	ADV
fumecheng-6396	151	5	displayed	display	VERB
fumecheng-6396	151	6	in	in	ADP
fumecheng-6396	151	7	bar	bar	NOUN
fumecheng-6396	151	8	charts	chart	NOUN
fumecheng-6396	151	9	to	to	PART
fumecheng-6396	151	10	provide	provide	VERB
fumecheng-6396	151	11	an	an	DET
fumecheng-6396	151	12	effective	effective	ADJ
fumecheng-6396	151	13	illustration	illustration	NOUN
fumecheng-6396	151	14	of	of	ADP
fumecheng-6396	151	15	the	the	DET
fumecheng-6396	151	16	ranks	rank	NOUN
fumecheng-6396	151	17	by	by	ADP
fumecheng-6396	151	18	different	different	ADJ
fumecheng-6396	151	19	features	feature	NOUN
fumecheng-6396	151	20	(	(	PUNCT
fumecheng-6396	151	21	fig	fig	NOUN
fumecheng-6396	151	22	.	.	PUNCT
fumecheng-6396	152	1	5	5	NUM
fumecheng-6396	152	2	)	)	PUNCT
fumecheng-6396	152	3	.	.	PUNCT
fumecheng-6396	153	1	the	the	DET
fumecheng-6396	153	2	relevance	relevance	NOUN
fumecheng-6396	153	3	of	of	ADP
fumecheng-6396	153	4	the	the	DET
fumecheng-6396	153	5	first	first	ADJ
fumecheng-6396	153	6	three	three	NUM
fumecheng-6396	153	7	input	input	NOUN
fumecheng-6396	153	8	features	feature	NOUN
fumecheng-6396	153	9	is	be	AUX
fumecheng-6396	153	10	clearly	clearly	ADV
fumecheng-6396	153	11	confirmed	confirm	VERB
fumecheng-6396	153	12	by	by	ADP
fumecheng-6396	153	13	the	the	DET
fumecheng-6396	153	14	rfe	rfe	NOUN
fumecheng-6396	153	15	method	method	NOUN
fumecheng-6396	153	16	and	and	CCONJ
fumecheng-6396	153	17	all	all	DET
fumecheng-6396	153	18	algorithms	algorithm	NOUN
fumecheng-6396	153	19	.	.	PUNCT
fumecheng-6396	154	1	the	the	DET
fumecheng-6396	154	2	exception	exception	NOUN
fumecheng-6396	154	3	is	be	AUX
fumecheng-6396	154	4	svm	svm	ADJ
fumecheng-6396	154	5	regressor	regressor	NOUN
fumecheng-6396	154	6	which	which	PRON
fumecheng-6396	154	7	produced	produce	VERB
fumecheng-6396	154	8	outlier	outlier	NOUN
fumecheng-6396	154	9	results	result	NOUN
fumecheng-6396	154	10	because	because	SCONJ
fumecheng-6396	154	11	data	datum	NOUN
fumecheng-6396	154	12	was	be	AUX
fumecheng-6396	154	13	not	not	PART
fumecheng-6396	154	14	normalized	normalize	VERB
fumecheng-6396	154	15	(	(	PUNCT
fumecheng-6396	154	16	requirement	requirement	NOUN
fumecheng-6396	154	17	for	for	ADP
fumecheng-6396	154	18	svr	svr	PROPN
fumecheng-6396	154	19	)	)	PUNCT
fumecheng-6396	154	20	before	before	ADP
fumecheng-6396	154	21	rfe	rfe	NOUN
fumecheng-6396	154	22	estimation	estimation	NOUN
fumecheng-6396	154	23	.	.	PUNCT
fumecheng-6396	155	1	rfe	rfe	VERB
fumecheng-6396	155	2	with	with	ADP
fumecheng-6396	155	3	some	some	PRON
fumecheng-6396	155	4	of	of	ADP
fumecheng-6396	155	5	the	the	DET
fumecheng-6396	155	6	algorithms	algorithm	NOUN
fumecheng-6396	155	7	suggest	suggest	VERB
fumecheng-6396	155	8	some	some	DET
fumecheng-6396	155	9	relevance	relevance	NOUN
fumecheng-6396	155	10	of	of	ADP
fumecheng-6396	155	11	the	the	DET
fumecheng-6396	155	12	input	input	NOUN
fumecheng-6396	155	13	feature	feature	NOUN
fumecheng-6396	155	14	#	#	SYM
fumecheng-6396	155	15	5	5	NUM
fumecheng-6396	155	16	,	,	PUNCT
fumecheng-6396	155	17	namely	namely	ADV
fumecheng-6396	155	18	clamp	clamp	VERB
fumecheng-6396	155	19	distance	distance	NOUN
fumecheng-6396	155	20	for	for	ADP
fumecheng-6396	155	21	predicting	predict	VERB
fumecheng-6396	155	22	equivalent	equivalent	ADJ
fumecheng-6396	155	23	stress	stress	NOUN
fumecheng-6396	155	24	and	and	CCONJ
fumecheng-6396	155	25	deformation	deformation	NOUN
fumecheng-6396	155	26	mass	mass	NOUN
fumecheng-6396	155	27	.	.	PUNCT
fumecheng-6396	156	1	the	the	DET
fumecheng-6396	156	2	behavior	behavior	NOUN
fumecheng-6396	156	3	and	and	CCONJ
fumecheng-6396	156	4	performance	performance	NOUN
fumecheng-6396	156	5	of	of	ADP
fumecheng-6396	156	6	many	many	ADJ
fumecheng-6396	156	7	ml	ml	NOUN
fumecheng-6396	156	8	algorithms	algorithm	NOUN
fumecheng-6396	156	9	are	be	AUX
fumecheng-6396	156	10	referred	refer	VERB
fumecheng-6396	156	11	to	to	ADP
fumecheng-6396	156	12	as	as	ADP
fumecheng-6396	156	13	stochastic	stochastic	ADJ
fumecheng-6396	156	14	because	because	SCONJ
fumecheng-6396	156	15	they	they	PRON
fumecheng-6396	156	16	involve	involve	VERB
fumecheng-6396	156	17	randomness	randomness	NOUN
fumecheng-6396	156	18	(	(	PUNCT
fumecheng-6396	156	19	random	random	ADJ
fumecheng-6396	156	20	state	state	NOUN
fumecheng-6396	156	21	initialization	initialization	NOUN
fumecheng-6396	156	22	of	of	ADP
fumecheng-6396	156	23	the	the	DET
fumecheng-6396	156	24	models	model	NOUN
fumecheng-6396	156	25	,	,	PUNCT
fumecheng-6396	156	26	random	random	ADJ
fumecheng-6396	156	27	selection	selection	NOUN
fumecheng-6396	156	28	of	of	ADP
fumecheng-6396	156	29	data	datum	NOUN
fumecheng-6396	156	30	in	in	ADP
fumecheng-6396	156	31	k	k	ADJ
fumecheng-6396	156	32	-	-	ADJ
fumecheng-6396	156	33	fold	fold	ADJ
fumecheng-6396	156	34	cross	cross	NOUN
fumecheng-6396	156	35	validation	validation	NOUN
fumecheng-6396	156	36	,	,	PUNCT
fumecheng-6396	156	37	etc	etc	X
fumecheng-6396	156	38	.	.	X
fumecheng-6396	156	39	)	)	PUNCT
fumecheng-6396	156	40	.	.	PUNCT
fumecheng-6396	157	1	for	for	ADP
fumecheng-6396	157	2	that	that	DET
fumecheng-6396	157	3	reason	reason	NOUN
fumecheng-6396	157	4	,	,	PUNCT
fumecheng-6396	157	5	the	the	DET
fumecheng-6396	157	6	indicators	indicator	NOUN
fumecheng-6396	157	7	that	that	PRON
fumecheng-6396	157	8	are	be	AUX
fumecheng-6396	157	9	produced	produce	VERB
fumecheng-6396	157	10	by	by	ADP
fumecheng-6396	157	11	ml	ml	NOUN
fumecheng-6396	157	12	models	model	NOUN
fumecheng-6396	157	13	are	be	AUX
fumecheng-6396	157	14	typically	typically	ADV
fumecheng-6396	157	15	calculated	calculate	VERB
fumecheng-6396	157	16	as	as	ADP
fumecheng-6396	157	17	a	a	DET
fumecheng-6396	157	18	statistical	statistical	ADJ
fumecheng-6396	157	19	measure	measure	NOUN
fumecheng-6396	157	20	(	(	PUNCT
fumecheng-6396	157	21	for	for	ADP
fumecheng-6396	157	22	example	example	NOUN
fumecheng-6396	157	23	,	,	PUNCT
fumecheng-6396	157	24	mean	mean	NOUN
fumecheng-6396	157	25	)	)	PUNCT
fumecheng-6396	157	26	of	of	ADP
fumecheng-6396	157	27	the	the	DET
fumecheng-6396	157	28	population	population	NOUN
fumecheng-6396	157	29	of	of	ADP
fumecheng-6396	157	30	the	the	DET
fumecheng-6396	157	31	specific	specific	ADJ
fumecheng-6396	157	32	indicator	indicator	NOUN
fumecheng-6396	157	33	values	value	NOUN
fumecheng-6396	157	34	produced	produce	VERB
fumecheng-6396	157	35	by	by	ADP
fumecheng-6396	157	36	the	the	DET
fumecheng-6396	157	37	ml	ml	PROPN
fumecheng-6396	157	38	models	model	NOUN
fumecheng-6396	157	39	in	in	ADP
fumecheng-6396	157	40	multiple	multiple	ADJ
fumecheng-6396	157	41	runs	run	NOUN
fumecheng-6396	157	42	.	.	PUNCT
fumecheng-6396	158	1	the	the	DET
fumecheng-6396	158	2	minor	minor	ADJ
fumecheng-6396	158	3	relevance	relevance	NOUN
fumecheng-6396	158	4	of	of	ADP
fumecheng-6396	158	5	clamp	clamp	NOUN
fumecheng-6396	158	6	distance	distance	NOUN
fumecheng-6396	158	7	for	for	ADP
fumecheng-6396	158	8	predicting	predict	VERB
fumecheng-6396	158	9	some	some	PRON
fumecheng-6396	158	10	of	of	ADP
fumecheng-6396	158	11	the	the	DET
fumecheng-6396	158	12	output	output	NOUN
fumecheng-6396	158	13	features	feature	NOUN
fumecheng-6396	158	14	is	be	AUX
fumecheng-6396	158	15	not	not	PART
fumecheng-6396	158	16	continuously	continuously	ADV
fumecheng-6396	158	17	visible	visible	ADJ
fumecheng-6396	158	18	in	in	ADP
fumecheng-6396	158	19	multiple	multiple	ADJ
fumecheng-6396	158	20	rfe	rfe	NOUN
fumecheng-6396	158	21	runs	run	NOUN
fumecheng-6396	158	22	.	.	PUNCT
fumecheng-6396	159	1	therefore	therefore	ADV
fumecheng-6396	159	2	,	,	PUNCT
fumecheng-6396	159	3	it	it	PRON
fumecheng-6396	159	4	should	should	AUX
fumecheng-6396	159	5	be	be	AUX
fumecheng-6396	159	6	excluded	exclude	VERB
fumecheng-6396	159	7	from	from	ADP
fumecheng-6396	159	8	the	the	DET
fumecheng-6396	159	9	final	final	ADJ
fumecheng-6396	159	10	set	set	NOUN
fumecheng-6396	159	11	of	of	ADP
fumecheng-6396	159	12	features	feature	NOUN
fumecheng-6396	159	13	,	,	PUNCT
fumecheng-6396	159	14	together	together	ADV
fumecheng-6396	159	15	with	with	ADP
fumecheng-6396	159	16	trochanteric	trochanteric	ADJ
fumecheng-6396	159	17	unit	unit	NOUN
fumecheng-6396	159	18	radius	radius	NOUN
fumecheng-6396	159	19	(	(	PUNCT
fumecheng-6396	159	20	feature	feature	NOUN
fumecheng-6396	159	21	#	#	SYM
fumecheng-6396	159	22	3	3	NUM
fumecheng-6396	159	23	)	)	PUNCT
fumecheng-6396	159	24	and	and	CCONJ
fumecheng-6396	159	25	bar	bar	NOUN
fumecheng-6396	159	26	end	end	NOUN
fumecheng-6396	159	27	radius	radius	NOUN
fumecheng-6396	159	28	(	(	PUNCT
fumecheng-6396	159	29	feature	feature	NOUN
fumecheng-6396	159	30	#	#	SYM
fumecheng-6396	159	31	4	4	NUM
fumecheng-6396	159	32	)	)	PUNCT
fumecheng-6396	159	33	.	.	PUNCT
fumecheng-6396	160	1	fig	fig	NOUN
fumecheng-6396	160	2	.	.	PUNCT
fumecheng-6396	161	1	5	5	NUM
fumecheng-6396	161	2	correlation	correlation	NOUN
fumecheng-6396	161	3	ranks	rank	NOUN
fumecheng-6396	161	4	of	of	ADP
fumecheng-6396	161	5	the	the	DET
fumecheng-6396	161	6	individual	individual	ADJ
fumecheng-6396	161	7	geometrical	geometrical	ADJ
fumecheng-6396	161	8	features	feature	NOUN
fumecheng-6396	161	9	with	with	ADP
fumecheng-6396	161	10	the	the	DET
fumecheng-6396	161	11	physical	physical	ADJ
fumecheng-6396	161	12	properties	property	NOUN
fumecheng-6396	161	13	(	(	PUNCT
fumecheng-6396	161	14	recursive	recursive	ADJ
fumecheng-6396	161	15	feature	feature	NOUN
fumecheng-6396	161	16	elimination	elimination	NOUN
fumecheng-6396	161	17	method	method	NOUN
fumecheng-6396	161	18	)	)	PUNCT
fumecheng-6396	161	19	however	however	ADV
fumecheng-6396	161	20	,	,	PUNCT
fumecheng-6396	161	21	it	it	PRON
fumecheng-6396	161	22	is	be	AUX
fumecheng-6396	161	23	important	important	ADJ
fumecheng-6396	161	24	to	to	PART
fumecheng-6396	161	25	strongly	strongly	ADV
fumecheng-6396	161	26	highlight	highlight	VERB
fumecheng-6396	161	27	that	that	SCONJ
fumecheng-6396	161	28	the	the	DET
fumecheng-6396	161	29	decision	decision	NOUN
fumecheng-6396	161	30	to	to	PART
fumecheng-6396	161	31	reduce	reduce	VERB
fumecheng-6396	161	32	the	the	DET
fumecheng-6396	161	33	dimensionality	dimensionality	NOUN
fumecheng-6396	161	34	of	of	ADP
fumecheng-6396	161	35	the	the	DET
fumecheng-6396	161	36	parameter	parameter	NOUN
fumecheng-6396	161	37	set	set	VERB
fumecheng-6396	161	38	in	in	ADP
fumecheng-6396	161	39	this	this	DET
fumecheng-6396	161	40	specific	specific	ADJ
fumecheng-6396	161	41	case	case	NOUN
fumecheng-6396	161	42	would	would	AUX
fumecheng-6396	161	43	not	not	PART
fumecheng-6396	161	44	be	be	AUX
fumecheng-6396	161	45	practical	practical	ADJ
fumecheng-6396	161	46	because	because	SCONJ
fumecheng-6396	161	47	the	the	DET
fumecheng-6396	161	48	complexity	complexity	NOUN
fumecheng-6396	161	49	of	of	ADP
fumecheng-6396	161	50	the	the	DET
fumecheng-6396	161	51	product	product	NOUN
fumecheng-6396	161	52	is	be	AUX
fumecheng-6396	161	53	very	very	ADV
fumecheng-6396	161	54	low	low	ADJ
fumecheng-6396	161	55	,	,	PUNCT
fumecheng-6396	161	56	so	so	CCONJ
fumecheng-6396	161	57	the	the	DET
fumecheng-6396	161	58	possible	possible	ADJ
fumecheng-6396	161	59	savings	saving	NOUN
fumecheng-6396	161	60	in	in	ADP
fumecheng-6396	161	61	the	the	DET
fumecheng-6396	161	62	computational	computational	ADJ
fumecheng-6396	161	63	performance	performance	NOUN
fumecheng-6396	161	64	are	be	AUX
fumecheng-6396	161	65	infinitesimal	infinitesimal	ADJ
fumecheng-6396	161	66	.	.	PUNCT
fumecheng-6396	162	1	still	still	ADV
fumecheng-6396	162	2	,	,	PUNCT
fumecheng-6396	162	3	in	in	ADP
fumecheng-6396	162	4	the	the	DET
fumecheng-6396	162	5	cases	case	NOUN
fumecheng-6396	162	6	of	of	ADP
fumecheng-6396	162	7	very	very	ADV
fumecheng-6396	162	8	complex	complex	ADJ
fumecheng-6396	162	9	products	product	NOUN
fumecheng-6396	162	10	with	with	ADP
fumecheng-6396	162	11	hundreds	hundred	NOUN
fumecheng-6396	162	12	of	of	ADP
fumecheng-6396	162	13	parameters	parameter	NOUN
fumecheng-6396	162	14	,	,	PUNCT
fumecheng-6396	162	15	this	this	DET
fumecheng-6396	162	16	methodological	methodological	ADJ
fumecheng-6396	162	17	step	step	NOUN
fumecheng-6396	162	18	could	could	AUX
fumecheng-6396	162	19	help	help	VERB
fumecheng-6396	162	20	achieving	achieve	VERB
fumecheng-6396	162	21	critical	critical	ADJ
fumecheng-6396	162	22	benefits	benefit	NOUN
fumecheng-6396	162	23	.	.	PUNCT
fumecheng-6396	163	1	302	302	NUM
fumecheng-6396	163	2	m.	m.	NOUN
fumecheng-6396	163	3	zdravković	zdravković	NOUN
fumecheng-6396	163	4	,	,	PUNCT
fumecheng-6396	163	5	n.	n.	PROPN
fumecheng-6396	163	6	korunović	korunović	PROPN
fumecheng-6396	163	7	3.2	3.2	NUM
fumecheng-6396	163	8	.	.	PUNCT
fumecheng-6396	163	9	compiled	compile	VERB
fumecheng-6396	163	10	models	model	NOUN
fumecheng-6396	163	11	according	accord	VERB
fumecheng-6396	163	12	to	to	ADP
fumecheng-6396	163	13	the	the	DET
fumecheng-6396	163	14	proposed	propose	VERB
fumecheng-6396	163	15	concept	concept	NOUN
fumecheng-6396	163	16	,	,	PUNCT
fumecheng-6396	163	17	the	the	DET
fumecheng-6396	163	18	compiled	compile	VERB
fumecheng-6396	163	19	model	model	NOUN
fumecheng-6396	163	20	is	be	AUX
fumecheng-6396	163	21	actually	actually	ADV
fumecheng-6396	163	22	a	a	DET
fumecheng-6396	163	23	serialized	serialized	ADJ
fumecheng-6396	163	24	ml	ml	NOUN
fumecheng-6396	163	25	model	model	NOUN
fumecheng-6396	163	26	for	for	ADP
fumecheng-6396	163	27	predicting	predict	VERB
fumecheng-6396	163	28	the	the	DET
fumecheng-6396	163	29	physical	physical	ADJ
fumecheng-6396	163	30	quantities	quantity	NOUN
fumecheng-6396	163	31	and	and	CCONJ
fumecheng-6396	163	32	properties	property	NOUN
fumecheng-6396	163	33	of	of	ADP
fumecheng-6396	163	34	the	the	DET
fumecheng-6396	163	35	product	product	NOUN
fumecheng-6396	163	36	,	,	PUNCT
fumecheng-6396	163	37	based	base	VERB
fumecheng-6396	163	38	on	on	ADP
fumecheng-6396	163	39	the	the	DET
fumecheng-6396	163	40	parameter	parameter	NOUN
fumecheng-6396	163	41	values	value	NOUN
fumecheng-6396	163	42	.	.	PUNCT
fumecheng-6396	164	1	three	three	NUM
fumecheng-6396	164	2	characteristic	characteristic	ADJ
fumecheng-6396	164	3	quantities	quantity	NOUN
fumecheng-6396	164	4	need	need	VERB
fumecheng-6396	164	5	to	to	PART
fumecheng-6396	164	6	be	be	AUX
fumecheng-6396	164	7	predicted	predict	VERB
fumecheng-6396	164	8	by	by	ADP
fumecheng-6396	164	9	the	the	DET
fumecheng-6396	164	10	compiled	compile	VERB
fumecheng-6396	164	11	model	model	NOUN
fumecheng-6396	164	12	:	:	PUNCT
fumecheng-6396	164	13	maximum	maximum	ADJ
fumecheng-6396	164	14	total	total	ADJ
fumecheng-6396	164	15	deformation	deformation	NOUN
fumecheng-6396	164	16	,	,	PUNCT
fumecheng-6396	164	17	maximum	maximum	ADJ
fumecheng-6396	164	18	equivalent	equivalent	ADJ
fumecheng-6396	164	19	stress	stress	NOUN
fumecheng-6396	164	20	and	and	CCONJ
fumecheng-6396	164	21	fixator	fixator	NOUN
fumecheng-6396	164	22	mass	mass	PROPN
fumecheng-6396	164	23	.	.	PUNCT
fumecheng-6396	165	1	before	before	SCONJ
fumecheng-6396	165	2	the	the	DET
fumecheng-6396	165	3	model	model	NOUN
fumecheng-6396	165	4	is	be	AUX
fumecheng-6396	165	5	compiled	compile	VERB
fumecheng-6396	165	6	,	,	PUNCT
fumecheng-6396	165	7	the	the	DET
fumecheng-6396	165	8	algorithm	algorithm	NOUN
fumecheng-6396	165	9	with	with	ADP
fumecheng-6396	165	10	the	the	DET
fumecheng-6396	165	11	best	good	ADJ
fumecheng-6396	165	12	performance	performance	NOUN
fumecheng-6396	165	13	needs	need	VERB
fumecheng-6396	165	14	to	to	PART
fumecheng-6396	165	15	be	be	AUX
fumecheng-6396	165	16	selected	select	VERB
fumecheng-6396	165	17	from	from	ADP
fumecheng-6396	165	18	the	the	DET
fumecheng-6396	165	19	pre	pre	ADJ
fumecheng-6396	165	20	-	-	ADJ
fumecheng-6396	165	21	selected	select	VERB
fumecheng-6396	165	22	list	list	NOUN
fumecheng-6396	165	23	that	that	PRON
fumecheng-6396	165	24	includes	include	VERB
fumecheng-6396	165	25	:	:	PUNCT
fumecheng-6396	165	26	linear	linear	ADJ
fumecheng-6396	165	27	regression	regression	NOUN
fumecheng-6396	165	28	,	,	PUNCT
fumecheng-6396	165	29	k	k	X
fumecheng-6396	165	30	-	-	PUNCT
fumecheng-6396	165	31	nearest	near	ADJ
fumecheng-6396	165	32	neighbors	neighbor	NOUN
fumecheng-6396	165	33	,	,	PUNCT
fumecheng-6396	165	34	support	support	NOUN
fumecheng-6396	165	35	vector	vector	NOUN
fumecheng-6396	165	36	machine	machine	NOUN
fumecheng-6396	165	37	regressor	regressor	NOUN
fumecheng-6396	165	38	,	,	PUNCT
fumecheng-6396	165	39	decision	decision	NOUN
fumecheng-6396	165	40	tree	tree	NOUN
fumecheng-6396	165	41	regressor	regressor	NOUN
fumecheng-6396	165	42	,	,	PUNCT
fumecheng-6396	165	43	random	random	ADJ
fumecheng-6396	165	44	forest	forest	NOUN
fumecheng-6396	165	45	and	and	CCONJ
fumecheng-6396	165	46	gradient	gradient	NOUN
fumecheng-6396	165	47	boosting	boost	VERB
fumecheng-6396	165	48	regressor	regressor	NOUN
fumecheng-6396	165	49	.	.	PUNCT
fumecheng-6396	166	1	in	in	ADP
fumecheng-6396	166	2	the	the	DET
fumecheng-6396	166	3	following	following	ADJ
fumecheng-6396	166	4	step	step	NOUN
fumecheng-6396	166	5	,	,	PUNCT
fumecheng-6396	166	6	the	the	DET
fumecheng-6396	166	7	selected	select	VERB
fumecheng-6396	166	8	ml	ml	NOUN
fumecheng-6396	166	9	algorithms	algorithm	NOUN
fumecheng-6396	166	10	with	with	ADP
fumecheng-6396	166	11	default	default	NOUN
fumecheng-6396	166	12	hyper	hyper	ADJ
fumecheng-6396	166	13	-	-	NOUN
fumecheng-6396	166	14	parameters	parameter	NOUN
fumecheng-6396	166	15	were	be	AUX
fumecheng-6396	166	16	fitted	fit	VERB
fumecheng-6396	166	17	with	with	ADP
fumecheng-6396	166	18	the	the	DET
fumecheng-6396	166	19	dataset	dataset	NOUN
fumecheng-6396	166	20	and	and	CCONJ
fumecheng-6396	166	21	the	the	DET
fumecheng-6396	166	22	outcomes	outcome	NOUN
fumecheng-6396	166	23	of	of	ADP
fumecheng-6396	166	24	the	the	DET
fumecheng-6396	166	25	resulting	result	VERB
fumecheng-6396	166	26	models	model	NOUN
fumecheng-6396	166	27	’	'	PUNCT
fumecheng-6396	166	28	accuracies	accuracy	NOUN
fumecheng-6396	166	29	were	be	AUX
fumecheng-6396	166	30	compared	compare	VERB
fumecheng-6396	166	31	.	.	PUNCT
fumecheng-6396	167	1	k	k	ADJ
fumecheng-6396	167	2	-	-	ADJ
fumecheng-6396	167	3	fold	fold	ADJ
fumecheng-6396	167	4	cross	cross	NOUN
fumecheng-6396	167	5	validation	validation	NOUN
fumecheng-6396	167	6	(	(	PUNCT
fumecheng-6396	167	7	k=4	k=4	PROPN
fumecheng-6396	167	8	)	)	PUNCT
fumecheng-6396	167	9	was	be	AUX
fumecheng-6396	167	10	used	use	VERB
fumecheng-6396	167	11	for	for	ADP
fumecheng-6396	167	12	validation	validation	NOUN
fumecheng-6396	167	13	and	and	CCONJ
fumecheng-6396	167	14	negative	negative	ADJ
fumecheng-6396	167	15	mean	mean	ADJ
fumecheng-6396	167	16	absolute	absolute	ADJ
fumecheng-6396	167	17	error	error	NOUN
fumecheng-6396	167	18	(	(	PUNCT
fumecheng-6396	167	19	nmae	nmae	PROPN
fumecheng-6396	167	20	)	)	PUNCT
fumecheng-6396	167	21	was	be	AUX
fumecheng-6396	167	22	used	use	VERB
fumecheng-6396	167	23	as	as	ADP
fumecheng-6396	167	24	indicator	indicator	NOUN
fumecheng-6396	167	25	.	.	PUNCT
fumecheng-6396	168	1	same	same	ADJ
fumecheng-6396	168	2	kfold	kfold	NOUN
fumecheng-6396	168	3	object	object	NOUN
fumecheng-6396	168	4	will	will	AUX
fumecheng-6396	168	5	be	be	AUX
fumecheng-6396	168	6	used	use	VERB
fumecheng-6396	168	7	in	in	ADP
fumecheng-6396	168	8	all	all	DET
fumecheng-6396	168	9	relevant	relevant	ADJ
fumecheng-6396	168	10	steps	step	NOUN
fumecheng-6396	168	11	in	in	ADP
fumecheng-6396	168	12	order	order	NOUN
fumecheng-6396	168	13	to	to	PART
fumecheng-6396	168	14	get	get	VERB
fumecheng-6396	168	15	comparable	comparable	ADJ
fumecheng-6396	168	16	data	datum	NOUN
fumecheng-6396	168	17	.	.	PUNCT
fumecheng-6396	169	1	object	object	NOUN
fumecheng-6396	169	2	is	be	AUX
fumecheng-6396	169	3	set	set	VERB
fumecheng-6396	169	4	not	not	PART
fumecheng-6396	169	5	to	to	PART
fumecheng-6396	169	6	shuffle	shuffle	VERB
fumecheng-6396	169	7	data	datum	NOUN
fumecheng-6396	169	8	because	because	SCONJ
fumecheng-6396	169	9	randomness	randomness	NOUN
fumecheng-6396	169	10	in	in	ADP
fumecheng-6396	169	11	selecting	select	VERB
fumecheng-6396	169	12	data	datum	NOUN
fumecheng-6396	169	13	for	for	ADP
fumecheng-6396	169	14	the	the	DET
fumecheng-6396	169	15	folds	fold	NOUN
fumecheng-6396	169	16	with	with	ADP
fumecheng-6396	169	17	such	such	DET
fumecheng-6396	169	18	a	a	DET
fumecheng-6396	169	19	small	small	ADJ
fumecheng-6396	169	20	dataset	dataset	NOUN
fumecheng-6396	169	21	would	would	AUX
fumecheng-6396	169	22	not	not	PART
fumecheng-6396	169	23	be	be	AUX
fumecheng-6396	169	24	beneficial	beneficial	ADJ
fumecheng-6396	169	25	.	.	PUNCT
fumecheng-6396	170	1	testing	testing	NOUN
fumecheng-6396	170	2	produced	produce	VERB
fumecheng-6396	170	3	the	the	DET
fumecheng-6396	170	4	results	result	NOUN
fumecheng-6396	170	5	as	as	SCONJ
fumecheng-6396	170	6	shown	show	VERB
fumecheng-6396	170	7	in	in	ADP
fumecheng-6396	170	8	table	table	NOUN
fumecheng-6396	170	9	1	1	NUM
fumecheng-6396	170	10	.	.	PUNCT
fumecheng-6396	170	11	table	table	NOUN
fumecheng-6396	170	12	1	1	NUM
fumecheng-6396	170	13	nmae	nmae	NOUN
fumecheng-6396	170	14	for	for	ADP
fumecheng-6396	170	15	different	different	ADJ
fumecheng-6396	170	16	algorithms	algorithm	NOUN
fumecheng-6396	170	17	with	with	ADP
fumecheng-6396	170	18	default	default	NOUN
fumecheng-6396	170	19	set	set	NOUN
fumecheng-6396	170	20	of	of	ADP
fumecheng-6396	170	21	hyper	hyper	NOUN
fumecheng-6396	170	22	-	-	NOUN
fumecheng-6396	170	23	parameters	parameter	NOUN
fumecheng-6396	170	24	lre	lre	PROPN
fumecheng-6396	170	25	knn	knn	PROPN
fumecheng-6396	170	26	svr	svr	PROPN
fumecheng-6396	170	27	dtr	dtr	PROPN
fumecheng-6396	170	28	rfr	rfr	PROPN
fumecheng-6396	170	29	gbr	gbr	PROPN
fumecheng-6396	170	30	total	total	ADJ
fumecheng-6396	170	31	deformation	deformation	NOUN
fumecheng-6396	170	32	maximum	maximum	NOUN
fumecheng-6396	170	33	-0.182	-0.182	NOUN
fumecheng-6396	170	34	-0.799	-0.799	INTJ
fumecheng-6396	170	35	-0.209	-0.209	NOUN
fumecheng-6396	170	36	-0.052	-0.052	NOUN
fumecheng-6396	170	37	-0.090	-0.090	PUNCT
fumecheng-6396	170	38	-0.034	-0.034	SYM
fumecheng-6396	170	39	equivalent	equivalent	ADJ
fumecheng-6396	170	40	stress	stress	NOUN
fumecheng-6396	170	41	-39.678	-39.678	PUNCT
fumecheng-6396	170	42	-57.302	-57.302	PROPN
fumecheng-6396	170	43	-65.971	-65.971	INTJ
fumecheng-6396	170	44	-20.904	-20.904	VERB
fumecheng-6396	170	45	-21.127	-21.127	PUNCT
fumecheng-6396	170	46	-18.423	-18.423	ADP
fumecheng-6396	170	47	fixator	fixator	NOUN
fumecheng-6396	170	48	mass	mass	PROPN
fumecheng-6396	170	49	-0.0041	-0.0041	PROPN
fumecheng-6396	170	50	-0.0203	-0.0203	PROPN
fumecheng-6396	170	51	-0.0243	-0.0243	VERB
fumecheng-6396	170	52	-0.0015	-0.0015	PROPN
fumecheng-6396	170	53	-0.0026	-0.0026	PROPN
fumecheng-6396	170	54	-0.0009	-0.0009	PROPN
fumecheng-6396	171	1	all	all	DET
fumecheng-6396	171	2	nmae	nmae	PROPN
fumecheng-6396	171	3	indicators	indicator	NOUN
fumecheng-6396	171	4	are	be	AUX
fumecheng-6396	171	5	well	well	ADV
fumecheng-6396	171	6	within	within	ADP
fumecheng-6396	171	7	the	the	DET
fumecheng-6396	171	8	standard	standard	ADJ
fumecheng-6396	171	9	deviations	deviation	NOUN
fumecheng-6396	171	10	for	for	ADP
fumecheng-6396	171	11	the	the	DET
fumecheng-6396	171	12	considered	consider	VERB
fumecheng-6396	171	13	output	output	NOUN
fumecheng-6396	171	14	features	feature	NOUN
fumecheng-6396	171	15	and	and	CCONJ
fumecheng-6396	171	16	certainly	certainly	ADV
fumecheng-6396	171	17	within	within	ADP
fumecheng-6396	171	18	the	the	DET
fumecheng-6396	171	19	limits	limit	NOUN
fumecheng-6396	171	20	of	of	ADP
fumecheng-6396	171	21	acceptable	acceptable	ADJ
fumecheng-6396	171	22	error	error	NOUN
fumecheng-6396	171	23	in	in	ADP
fumecheng-6396	171	24	structural	structural	ADJ
fumecheng-6396	171	25	analysis	analysis	NOUN
fumecheng-6396	171	26	of	of	ADP
fumecheng-6396	171	27	products	product	NOUN
fumecheng-6396	171	28	of	of	ADP
fumecheng-6396	171	29	this	this	DET
fumecheng-6396	171	30	type	type	NOUN
fumecheng-6396	171	31	.	.	PUNCT
fumecheng-6396	172	1	given	give	VERB
fumecheng-6396	172	2	the	the	DET
fumecheng-6396	172	3	high	high	ADJ
fumecheng-6396	172	4	linear	linear	NOUN
fumecheng-6396	172	5	correlation	correlation	NOUN
fumecheng-6396	172	6	,	,	PUNCT
fumecheng-6396	172	7	as	as	SCONJ
fumecheng-6396	172	8	found	find	VERB
fumecheng-6396	172	9	by	by	ADP
fumecheng-6396	172	10	the	the	DET
fumecheng-6396	172	11	pearson	pearson	PROPN
fumecheng-6396	172	12	coefficients	coefficient	NOUN
fumecheng-6396	172	13	,	,	PUNCT
fumecheng-6396	172	14	the	the	DET
fumecheng-6396	172	15	expectation	expectation	NOUN
fumecheng-6396	172	16	that	that	SCONJ
fumecheng-6396	172	17	the	the	DET
fumecheng-6396	172	18	linear	linear	ADJ
fumecheng-6396	172	19	regression	regression	NOUN
fumecheng-6396	172	20	method	method	NOUN
fumecheng-6396	172	21	will	will	AUX
fumecheng-6396	172	22	produce	produce	VERB
fumecheng-6396	172	23	good	good	ADJ
fumecheng-6396	172	24	results	result	NOUN
fumecheng-6396	172	25	is	be	AUX
fumecheng-6396	172	26	confirmed	confirm	VERB
fumecheng-6396	172	27	.	.	PUNCT
fumecheng-6396	173	1	3.3	3.3	NUM
fumecheng-6396	173	2	.	.	PUNCT
fumecheng-6396	173	3	estimator	estimator	NOUN
fumecheng-6396	173	4	optimization	optimization	PROPN
fumecheng-6396	173	5	grid	grid	NOUN
fumecheng-6396	173	6	search	search	NOUN
fumecheng-6396	173	7	method	method	NOUN
fumecheng-6396	173	8	was	be	AUX
fumecheng-6396	173	9	used	use	VERB
fumecheng-6396	173	10	for	for	ADP
fumecheng-6396	173	11	optimization	optimization	NOUN
fumecheng-6396	173	12	of	of	ADP
fumecheng-6396	173	13	hyperparameters	hyperparameter	NOUN
fumecheng-6396	173	14	.	.	PUNCT
fumecheng-6396	174	1	while	while	SCONJ
fumecheng-6396	174	2	nmae	nmae	PROPN
fumecheng-6396	174	3	is	be	AUX
fumecheng-6396	174	4	used	use	VERB
fumecheng-6396	174	5	in	in	ADP
fumecheng-6396	174	6	the	the	DET
fumecheng-6396	174	7	table	table	NOUN
fumecheng-6396	174	8	below	below	ADV
fumecheng-6396	174	9	,	,	PUNCT
fumecheng-6396	174	10	for	for	ADP
fumecheng-6396	174	11	the	the	DET
fumecheng-6396	174	12	optimization	optimization	NOUN
fumecheng-6396	174	13	,	,	PUNCT
fumecheng-6396	174	14	another	another	DET
fumecheng-6396	174	15	metrics	metric	NOUN
fumecheng-6396	174	16	will	will	AUX
fumecheng-6396	174	17	be	be	AUX
fumecheng-6396	174	18	used	use	VERB
fumecheng-6396	174	19	,	,	PUNCT
fumecheng-6396	174	20	namely	namely	ADV
fumecheng-6396	174	21	r^2	r^2	PROPN
fumecheng-6396	174	22	(	(	PUNCT
fumecheng-6396	174	23	coefficient	coefficient	NOUN
fumecheng-6396	174	24	of	of	ADP
fumecheng-6396	174	25	determination	determination	NOUN
fumecheng-6396	174	26	)	)	PUNCT
fumecheng-6396	174	27	regression	regression	NOUN
fumecheng-6396	174	28	score	score	NOUN
fumecheng-6396	174	29	.	.	PUNCT
fumecheng-6396	175	1	best	good	ADJ
fumecheng-6396	175	2	possible	possible	ADJ
fumecheng-6396	175	3	score	score	NOUN
fumecheng-6396	175	4	is	be	AUX
fumecheng-6396	175	5	1.0	1.0	NUM
fumecheng-6396	175	6	and	and	CCONJ
fumecheng-6396	175	7	it	it	PRON
fumecheng-6396	175	8	can	can	AUX
fumecheng-6396	175	9	be	be	AUX
fumecheng-6396	175	10	negative	negative	ADJ
fumecheng-6396	175	11	(	(	PUNCT
fumecheng-6396	175	12	because	because	SCONJ
fumecheng-6396	175	13	the	the	DET
fumecheng-6396	175	14	model	model	NOUN
fumecheng-6396	175	15	can	can	AUX
fumecheng-6396	175	16	be	be	AUX
fumecheng-6396	175	17	arbitrarily	arbitrarily	ADV
fumecheng-6396	175	18	worse	bad	ADJ
fumecheng-6396	175	19	)	)	PUNCT
fumecheng-6396	175	20	.	.	PUNCT
fumecheng-6396	176	1	grid	grid	NOUN
fumecheng-6396	176	2	search	search	NOUN
fumecheng-6396	176	3	optimization	optimization	NOUN
fumecheng-6396	176	4	is	be	AUX
fumecheng-6396	176	5	implemented	implement	VERB
fumecheng-6396	176	6	in	in	ADP
fumecheng-6396	176	7	iterative	iterative	ADJ
fumecheng-6396	176	8	fashion	fashion	NOUN
fumecheng-6396	176	9	where	where	SCONJ
fumecheng-6396	176	10	the	the	DET
fumecheng-6396	176	11	specific	specific	ADJ
fumecheng-6396	176	12	set	set	NOUN
fumecheng-6396	176	13	of	of	ADP
fumecheng-6396	176	14	optimal	optimal	ADJ
fumecheng-6396	176	15	hyper	hyper	NOUN
fumecheng-6396	176	16	-	-	NOUN
fumecheng-6396	176	17	parameters	parameter	NOUN
fumecheng-6396	176	18	is	be	AUX
fumecheng-6396	176	19	determined	determine	VERB
fumecheng-6396	176	20	for	for	ADP
fumecheng-6396	176	21	each	each	DET
fumecheng-6396	176	22	output	output	NOUN
fumecheng-6396	176	23	feature	feature	NOUN
fumecheng-6396	176	24	(	(	PUNCT
fumecheng-6396	176	25	physical	physical	ADJ
fumecheng-6396	176	26	property	property	NOUN
fumecheng-6396	176	27	)	)	PUNCT
fumecheng-6396	176	28	and	and	CCONJ
fumecheng-6396	176	29	each	each	DET
fumecheng-6396	176	30	estimator	estimator	NOUN
fumecheng-6396	176	31	.	.	PUNCT
fumecheng-6396	177	1	it	it	PRON
fumecheng-6396	177	2	produced	produce	VERB
fumecheng-6396	177	3	the	the	DET
fumecheng-6396	177	4	sets	set	NOUN
fumecheng-6396	177	5	of	of	ADP
fumecheng-6396	177	6	hyper	hyper	ADJ
fumecheng-6396	177	7	parameters	parameter	NOUN
fumecheng-6396	177	8	which	which	PRON
fumecheng-6396	177	9	significantly	significantly	ADV
fumecheng-6396	177	10	improved	improve	VERB
fumecheng-6396	177	11	the	the	DET
fumecheng-6396	177	12	performance	performance	NOUN
fumecheng-6396	177	13	of	of	ADP
fumecheng-6396	177	14	models	model	NOUN
fumecheng-6396	177	15	based	base	VERB
fumecheng-6396	177	16	on	on	ADP
fumecheng-6396	177	17	k	k	ADJ
fumecheng-6396	177	18	-	-	PUNCT
fumecheng-6396	177	19	nearest	near	ADJ
fumecheng-6396	177	20	neighbors	neighbor	NOUN
fumecheng-6396	177	21	and	and	CCONJ
fumecheng-6396	177	22	svr	svr	PROPN
fumecheng-6396	177	23	.	.	PROPN
fumecheng-6396	178	1	notable	notable	ADJ
fumecheng-6396	178	2	improvement	improvement	NOUN
fumecheng-6396	178	3	was	be	AUX
fumecheng-6396	178	4	made	make	VERB
fumecheng-6396	178	5	in	in	ADP
fumecheng-6396	178	6	predicting	predict	VERB
fumecheng-6396	178	7	equivalent	equivalent	ADJ
fumecheng-6396	178	8	stresses	stress	NOUN
fumecheng-6396	178	9	with	with	ADP
fumecheng-6396	178	10	random	random	ADJ
fumecheng-6396	178	11	forest	forest	NOUN
fumecheng-6396	178	12	and	and	CCONJ
fumecheng-6396	178	13	gradient	gradient	ADJ
fumecheng-6396	178	14	boosting	boost	VERB
fumecheng-6396	178	15	estimators	estimator	NOUN
fumecheng-6396	178	16	.	.	PUNCT
fumecheng-6396	179	1	based	base	VERB
fumecheng-6396	179	2	on	on	ADP
fumecheng-6396	179	3	the	the	DET
fumecheng-6396	179	4	r2	r2	PROPN
fumecheng-6396	179	5	score	score	NOUN
fumecheng-6396	179	6	values	value	NOUN
fumecheng-6396	179	7	,	,	PUNCT
fumecheng-6396	179	8	several	several	ADJ
fumecheng-6396	179	9	conclusions	conclusion	NOUN
fumecheng-6396	179	10	can	can	AUX
fumecheng-6396	179	11	be	be	AUX
fumecheng-6396	179	12	made	make	VERB
fumecheng-6396	179	13	.	.	PUNCT
fumecheng-6396	180	1	as	as	SCONJ
fumecheng-6396	180	2	expected	expect	VERB
fumecheng-6396	180	3	,	,	PUNCT
fumecheng-6396	180	4	random	random	ADJ
fumecheng-6396	180	5	forest	forest	NOUN
fumecheng-6396	180	6	and	and	CCONJ
fumecheng-6396	180	7	gradient	gradient	NOUN
fumecheng-6396	180	8	boosting	boosting	NOUN
fumecheng-6396	180	9	have	have	AUX
fumecheng-6396	180	10	shown	show	VERB
fumecheng-6396	180	11	the	the	DET
fumecheng-6396	180	12	best	good	ADJ
fumecheng-6396	180	13	general	general	ADJ
fumecheng-6396	180	14	performance	performance	NOUN
fumecheng-6396	180	15	.	.	PUNCT
fumecheng-6396	181	1	both	both	PRON
fumecheng-6396	181	2	of	of	ADP
fumecheng-6396	181	3	those	those	DET
fumecheng-6396	181	4	ensemble	ensemble	ADJ
fumecheng-6396	181	5	methods	method	NOUN
fumecheng-6396	181	6	are	be	AUX
fumecheng-6396	181	7	most	most	ADV
fumecheng-6396	181	8	often	often	ADV
fumecheng-6396	181	9	used	use	VERB
fumecheng-6396	181	10	for	for	ADP
fumecheng-6396	181	11	addressing	address	VERB
fumecheng-6396	181	12	regression	regression	NOUN
fumecheng-6396	181	13	and	and	CCONJ
fumecheng-6396	181	14	classification	classification	NOUN
fumecheng-6396	181	15	problems	problem	NOUN
fumecheng-6396	181	16	by	by	ADP
fumecheng-6396	181	17	practitioners	practitioner	NOUN
fumecheng-6396	181	18	,	,	PUNCT
fumecheng-6396	181	19	despite	despite	SCONJ
fumecheng-6396	181	20	possible	possible	ADJ
fumecheng-6396	181	21	overfitting	overfitting	ADJ
fumecheng-6396	181	22	issues	issue	NOUN
fumecheng-6396	181	23	.	.	PUNCT
fumecheng-6396	182	1	in	in	ADP
fumecheng-6396	182	2	our	our	PRON
fumecheng-6396	182	3	case	case	NOUN
fumecheng-6396	182	4	,	,	PUNCT
fumecheng-6396	182	5	with	with	SCONJ
fumecheng-6396	182	6	balanced	balanced	ADJ
fumecheng-6396	182	7	distribution	distribution	NOUN
fumecheng-6396	182	8	of	of	ADP
fumecheng-6396	182	9	input	input	NOUN
fumecheng-6396	182	10	features	feature	VERB
fumecheng-6396	182	11	values	value	NOUN
fumecheng-6396	182	12	,	,	PUNCT
fumecheng-6396	182	13	overfitting	overfitte	VERB
fumecheng-6396	182	14	is	be	AUX
fumecheng-6396	182	15	not	not	PART
fumecheng-6396	182	16	a	a	DET
fumecheng-6396	182	17	serious	serious	ADJ
fumecheng-6396	182	18	concern	concern	NOUN
fumecheng-6396	182	19	.	.	PUNCT
fumecheng-6396	183	1	with	with	ADP
fumecheng-6396	183	2	optimized	optimize	VERB
fumecheng-6396	183	3	hyper	hyper	NOUN
fumecheng-6396	183	4	-	-	NOUN
fumecheng-6396	183	5	parameters	parameter	NOUN
fumecheng-6396	183	6	,	,	PUNCT
fumecheng-6396	183	7	gradient	gradient	ADJ
fumecheng-6396	183	8	boosting	boost	VERB
fumecheng-6396	183	9	estimator	estimator	NOUN
fumecheng-6396	183	10	produces	produce	VERB
fumecheng-6396	183	11	excellent	excellent	ADJ
fumecheng-6396	183	12	results	result	NOUN
fumecheng-6396	183	13	in	in	ADP
fumecheng-6396	183	14	predicting	predict	VERB
fumecheng-6396	183	15	fixator	fixator	NOUN
fumecheng-6396	183	16	mass	mass	NOUN
fumecheng-6396	183	17	and	and	CCONJ
fumecheng-6396	183	18	total	total	ADJ
fumecheng-6396	183	19	maximum	maximum	ADJ
fumecheng-6396	183	20	deformation	deformation	NOUN
fumecheng-6396	183	21	,	,	PUNCT
fumecheng-6396	183	22	with	with	ADP
fumecheng-6396	183	23	r2>0.99	r2>0.99	PROPN
fumecheng-6396	183	24	and	and	CCONJ
fumecheng-6396	183	25	in	in	ADP
fumecheng-6396	183	26	prediction	prediction	NOUN
fumecheng-6396	183	27	equivalent	equivalent	ADJ
fumecheng-6396	183	28	stresses	stress	NOUN
fumecheng-6396	183	29	(	(	PUNCT
fumecheng-6396	183	30	r2=0.91	r2=0.91	NOUN
fumecheng-6396	183	31	)	)	PUNCT
fumecheng-6396	183	32	.	.	PUNCT
fumecheng-6396	184	1	comparable	comparable	ADJ
fumecheng-6396	184	2	performance	performance	NOUN
fumecheng-6396	184	3	was	be	AUX
fumecheng-6396	184	4	achieved	achieve	VERB
fumecheng-6396	184	5	by	by	ADP
fumecheng-6396	184	6	random	random	ADJ
fumecheng-6396	184	7	forest	forest	NOUN
fumecheng-6396	184	8	,	,	PUNCT
fumecheng-6396	184	9	in	in	ADP
fumecheng-6396	184	10	predicting	predict	VERB
fumecheng-6396	184	11	fixator	fixator	NOUN
fumecheng-6396	184	12	mass	mass	ADJ
fumecheng-6396	184	13	novel	novel	NOUN
fumecheng-6396	184	14	methodology	methodology	NOUN
fumecheng-6396	184	15	for	for	ADP
fumecheng-6396	184	16	real	real	ADJ
fumecheng-6396	184	17	-	-	PUNCT
fumecheng-6396	184	18	time	time	NOUN
fumecheng-6396	184	19	structural	structural	ADJ
fumecheng-6396	184	20	analysis	analysis	NOUN
fumecheng-6396	184	21	assistance	assistance	NOUN
fumecheng-6396	184	22	in	in	ADP
fumecheng-6396	184	23	custom	custom	NOUN
fumecheng-6396	184	24	product	product	NOUN
fumecheng-6396	184	25	design	design	NOUN
fumecheng-6396	184	26	303	303	NUM
fumecheng-6396	184	27	(	(	PUNCT
fumecheng-6396	184	28	r2=0.92	r2=0.92	NUM
fumecheng-6396	184	29	)	)	PUNCT
fumecheng-6396	184	30	and	and	CCONJ
fumecheng-6396	184	31	maximum	maximum	ADJ
fumecheng-6396	184	32	total	total	ADJ
fumecheng-6396	184	33	deformation	deformation	NOUN
fumecheng-6396	184	34	(	(	PUNCT
fumecheng-6396	184	35	r2=0.95	r2=0.95	NOUN
fumecheng-6396	184	36	)	)	PUNCT
fumecheng-6396	184	37	and	and	CCONJ
fumecheng-6396	184	38	by	by	ADP
fumecheng-6396	184	39	svr	svr	PROPN
fumecheng-6396	184	40	,	,	PUNCT
fumecheng-6396	184	41	in	in	ADP
fumecheng-6396	184	42	predicting	predict	VERB
fumecheng-6396	184	43	maximum	maximum	ADJ
fumecheng-6396	184	44	total	total	ADJ
fumecheng-6396	184	45	deformation	deformation	NOUN
fumecheng-6396	184	46	(	(	PUNCT
fumecheng-6396	184	47	r2=0.98	r2=0.98	NUM
fumecheng-6396	184	48	)	)	PUNCT
fumecheng-6396	184	49	.	.	PUNCT
fumecheng-6396	185	1	values	value	NOUN
fumecheng-6396	185	2	of	of	ADP
fumecheng-6396	185	3	nmae	nmae	PROPN
fumecheng-6396	185	4	indicator	indicator	PROPN
fumecheng-6396	185	5	after	after	ADP
fumecheng-6396	185	6	training	train	VERB
fumecheng-6396	185	7	the	the	DET
fumecheng-6396	185	8	estimators	estimator	NOUN
fumecheng-6396	185	9	by	by	ADP
fumecheng-6396	185	10	using	use	VERB
fumecheng-6396	185	11	the	the	DET
fumecheng-6396	185	12	optimal	optimal	ADJ
fumecheng-6396	185	13	sets	set	NOUN
fumecheng-6396	185	14	of	of	ADP
fumecheng-6396	185	15	hyper	hyper	NOUN
fumecheng-6396	185	16	-	-	NOUN
fumecheng-6396	185	17	parameters	parameter	NOUN
fumecheng-6396	185	18	are	be	AUX
fumecheng-6396	185	19	shown	show	VERB
fumecheng-6396	185	20	in	in	ADP
fumecheng-6396	185	21	table	table	NOUN
fumecheng-6396	185	22	2	2	NUM
fumecheng-6396	185	23	.	.	PUNCT
fumecheng-6396	185	24	table	table	NOUN
fumecheng-6396	185	25	2	2	NUM
fumecheng-6396	185	26	nmae	nmae	NOUN
fumecheng-6396	185	27	for	for	ADP
fumecheng-6396	185	28	different	different	ADJ
fumecheng-6396	185	29	algorithms	algorithm	NOUN
fumecheng-6396	185	30	with	with	ADP
fumecheng-6396	185	31	set	set	NOUN
fumecheng-6396	185	32	of	of	ADP
fumecheng-6396	185	33	optimal	optimal	ADJ
fumecheng-6396	185	34	hyper	hyper	NOUN
fumecheng-6396	185	35	-	-	NOUN
fumecheng-6396	185	36	parameters	parameter	NOUN
fumecheng-6396	185	37	lre	lre	PROPN
fumecheng-6396	185	38	knn	knn	PROPN
fumecheng-6396	185	39	svr	svr	PROPN
fumecheng-6396	185	40	dtr	dtr	PROPN
fumecheng-6396	185	41	rfr	rfr	PROPN
fumecheng-6396	185	42	gbr	gbr	PROPN
fumecheng-6396	185	43	total	total	ADJ
fumecheng-6396	185	44	deformation	deformation	NOUN
fumecheng-6396	185	45	maximum	maximum	ADJ
fumecheng-6396	185	46	-0.182	-0.182	NOUN
fumecheng-6396	185	47	-0.331	-0.331	NUM
fumecheng-6396	185	48	-0.094	-0.094	PUNCT
fumecheng-6396	185	49	-0.133	-0.133	VERB
fumecheng-6396	185	50	-0.106	-0.106	NUM
fumecheng-6396	185	51	-0.047	-0.047	PUNCT
fumecheng-6396	185	52	equivalent	equivalent	ADJ
fumecheng-6396	185	53	stress	stress	NOUN
fumecheng-6396	185	54	-39.678	-39.678	NUM
fumecheng-6396	185	55	-37.421	-37.421	PROPN
fumecheng-6396	186	1	-26.51	-26.51	PUNCT
fumecheng-6396	186	2	-15.726	-15.726	PROPN
fumecheng-6396	186	3	-14.555	-14.555	PROPN
fumecheng-6396	186	4	-14.778	-14.778	PROPN
fumecheng-6396	186	5	fixator	fixator	NOUN
fumecheng-6396	186	6	mass	mass	PROPN
fumecheng-6396	186	7	-0.0041	-0.0041	PROPN
fumecheng-6396	186	8	-0.0094	-0.0094	PROPN
fumecheng-6396	186	9	-0.0243	-0.0243	PROPN
fumecheng-6396	186	10	-0.0044	-0.0044	PUNCT
fumecheng-6396	187	1	-0.0041	-0.0041	NOUN
fumecheng-6396	187	2	-0.0015	-0.0015	PUNCT
fumecheng-6396	188	1	4	4	X
fumecheng-6396	188	2	.	.	X
fumecheng-6396	188	3	implementation	implementation	NOUN
fumecheng-6396	188	4	to	to	PART
fumecheng-6396	188	5	conclude	conclude	VERB
fumecheng-6396	188	6	,	,	PUNCT
fumecheng-6396	188	7	the	the	DET
fumecheng-6396	188	8	considered	considered	ADJ
fumecheng-6396	188	9	research	research	NOUN
fumecheng-6396	188	10	hypotheses	hypothesis	NOUN
fumecheng-6396	188	11	have	have	AUX
fumecheng-6396	188	12	been	be	AUX
fumecheng-6396	188	13	convincingly	convincingly	ADV
fumecheng-6396	188	14	confirmed	confirm	VERB
fumecheng-6396	188	15	in	in	ADP
fumecheng-6396	188	16	a	a	DET
fumecheng-6396	188	17	case	case	NOUN
fumecheng-6396	188	18	study	study	NOUN
fumecheng-6396	188	19	.	.	PUNCT
fumecheng-6396	189	1	the	the	DET
fumecheng-6396	189	2	developed	develop	VERB
fumecheng-6396	189	3	ml	ml	PROPN
fumecheng-6396	189	4	model	model	NOUN
fumecheng-6396	189	5	can	can	AUX
fumecheng-6396	189	6	be	be	AUX
fumecheng-6396	189	7	serialized	serialize	VERB
fumecheng-6396	189	8	as	as	ADP
fumecheng-6396	189	9	a	a	DET
fumecheng-6396	189	10	compiled	compiled	ADJ
fumecheng-6396	189	11	fea	fea	NOUN
fumecheng-6396	189	12	model	model	NOUN
fumecheng-6396	189	13	and	and	CCONJ
fumecheng-6396	189	14	used	use	VERB
fumecheng-6396	189	15	in	in	ADP
fumecheng-6396	189	16	hypothetical	hypothetical	ADJ
fumecheng-6396	189	17	cad	cad	NOUN
fumecheng-6396	189	18	tool	tool	NOUN
fumecheng-6396	189	19	add	add	VERB
fumecheng-6396	189	20	-	-	PUNCT
fumecheng-6396	189	21	on	on	ADP
fumecheng-6396	189	22	–	–	PUNCT
fumecheng-6396	189	23	container	container	NOUN
fumecheng-6396	189	24	for	for	ADP
fumecheng-6396	189	25	compiled	compile	VERB
fumecheng-6396	189	26	models	model	NOUN
fumecheng-6396	189	27	of	of	ADP
fumecheng-6396	189	28	selected	select	VERB
fumecheng-6396	189	29	product	product	NOUN
fumecheng-6396	189	30	families	family	NOUN
fumecheng-6396	189	31	.	.	PUNCT
fumecheng-6396	190	1	cad	cad	PROPN
fumecheng-6396	190	2	model	model	NOUN
fumecheng-6396	190	3	enriched	enrich	VERB
fumecheng-6396	190	4	with	with	ADP
fumecheng-6396	190	5	this	this	DET
fumecheng-6396	190	6	add	add	VERB
fumecheng-6396	190	7	-	-	PUNCT
fumecheng-6396	190	8	on	on	ADP
fumecheng-6396	190	9	can	can	AUX
fumecheng-6396	190	10	provide	provide	VERB
fumecheng-6396	190	11	real	real	ADJ
fumecheng-6396	190	12	-	-	PUNCT
fumecheng-6396	190	13	time	time	NOUN
fumecheng-6396	190	14	structural	structural	ADJ
fumecheng-6396	190	15	analysis	analysis	NOUN
fumecheng-6396	190	16	assistance	assistance	NOUN
fumecheng-6396	190	17	of	of	ADP
fumecheng-6396	190	18	custom	custom	NOUN
fumecheng-6396	190	19	product	product	NOUN
fumecheng-6396	190	20	design	design	NOUN
fumecheng-6396	190	21	and	and	CCONJ
fumecheng-6396	190	22	thus	thus	ADV
fumecheng-6396	190	23	,	,	PUNCT
fumecheng-6396	190	24	significantly	significantly	ADV
fumecheng-6396	190	25	reduce	reduce	VERB
fumecheng-6396	190	26	its	its	PRON
fumecheng-6396	190	27	time	time	NOUN
fumecheng-6396	190	28	and	and	CCONJ
fumecheng-6396	190	29	cost	cost	NOUN
fumecheng-6396	190	30	.	.	PUNCT
fumecheng-6396	191	1	fig	fig	NOUN
fumecheng-6396	191	2	.	.	PUNCT
fumecheng-6396	192	1	6	6	NUM
fumecheng-6396	192	2	depicts	depict	VERB
fumecheng-6396	192	3	the	the	DET
fumecheng-6396	192	4	design	design	NOUN
fumecheng-6396	192	5	of	of	ADP
fumecheng-6396	192	6	the	the	DET
fumecheng-6396	192	7	infrastructure	infrastructure	NOUN
fumecheng-6396	192	8	for	for	ADP
fumecheng-6396	192	9	the	the	DET
fumecheng-6396	192	10	implementation	implementation	NOUN
fumecheng-6396	192	11	of	of	ADP
fumecheng-6396	192	12	the	the	DET
fumecheng-6396	192	13	proposed	propose	VERB
fumecheng-6396	192	14	solution	solution	NOUN
fumecheng-6396	192	15	for	for	ADP
fumecheng-6396	192	16	real	real	ADJ
fumecheng-6396	192	17	-	-	PUNCT
fumecheng-6396	192	18	time	time	NOUN
fumecheng-6396	192	19	assistance	assistance	NOUN
fumecheng-6396	192	20	in	in	ADP
fumecheng-6396	192	21	customized	customized	ADJ
fumecheng-6396	192	22	product	product	NOUN
fumecheng-6396	192	23	design	design	NOUN
fumecheng-6396	192	24	.	.	PUNCT
fumecheng-6396	193	1	the	the	DET
fumecheng-6396	193	2	process	process	NOUN
fumecheng-6396	193	3	starts	start	VERB
fumecheng-6396	193	4	with	with	ADP
fumecheng-6396	193	5	the	the	DET
fumecheng-6396	193	6	development	development	NOUN
fumecheng-6396	193	7	of	of	ADP
fumecheng-6396	193	8	parametric	parametric	ADJ
fumecheng-6396	193	9	model	model	NOUN
fumecheng-6396	193	10	and	and	CCONJ
fumecheng-6396	193	11	design	design	NOUN
fumecheng-6396	193	12	of	of	ADP
fumecheng-6396	193	13	experiment	experiment	NOUN
fumecheng-6396	193	14	.	.	PUNCT
fumecheng-6396	194	1	design	design	NOUN
fumecheng-6396	194	2	of	of	ADP
fumecheng-6396	194	3	experiment	experiment	NOUN
fumecheng-6396	194	4	data	datum	NOUN
fumecheng-6396	194	5	is	be	AUX
fumecheng-6396	194	6	used	use	VERB
fumecheng-6396	194	7	to	to	PART
fumecheng-6396	194	8	develop	develop	VERB
fumecheng-6396	194	9	a	a	DET
fumecheng-6396	194	10	compiled	compiled	ADJ
fumecheng-6396	194	11	fea	fea	PROPN
fumecheng-6396	194	12	model	model	NOUN
fumecheng-6396	194	13	,	,	PUNCT
fumecheng-6396	194	14	as	as	SCONJ
fumecheng-6396	194	15	described	describe	VERB
fumecheng-6396	194	16	above	above	ADV
fumecheng-6396	194	17	.	.	PUNCT
fumecheng-6396	195	1	it	it	PRON
fumecheng-6396	195	2	is	be	AUX
fumecheng-6396	195	3	then	then	ADV
fumecheng-6396	195	4	deployed	deploy	VERB
fumecheng-6396	195	5	as	as	ADP
fumecheng-6396	195	6	a	a	DET
fumecheng-6396	195	7	web	web	NOUN
fumecheng-6396	195	8	service	service	NOUN
fumecheng-6396	195	9	resource	resource	NOUN
fumecheng-6396	195	10	.	.	PUNCT
fumecheng-6396	196	1	web	web	NOUN
fumecheng-6396	196	2	infrastructure	infrastructure	NOUN
fumecheng-6396	196	3	facilitates	facilitate	VERB
fumecheng-6396	196	4	:	:	PUNCT
fumecheng-6396	196	5	▪	▪	X
fumecheng-6396	196	6	the	the	DET
fumecheng-6396	196	7	deployment	deployment	NOUN
fumecheng-6396	196	8	of	of	ADP
fumecheng-6396	196	9	compiled	compile	VERB
fumecheng-6396	196	10	fea	fea	NOUN
fumecheng-6396	196	11	models	model	NOUN
fumecheng-6396	196	12	and	and	CCONJ
fumecheng-6396	196	13	parametric	parametric	ADJ
fumecheng-6396	196	14	models	model	NOUN
fumecheng-6396	196	15	,	,	PUNCT
fumecheng-6396	196	16	▪	▪	ADJ
fumecheng-6396	196	17	management	management	NOUN
fumecheng-6396	196	18	(	(	PUNCT
fumecheng-6396	196	19	including	include	VERB
fumecheng-6396	196	20	versioning	versione	VERB
fumecheng-6396	196	21	)	)	PUNCT
fumecheng-6396	196	22	of	of	ADP
fumecheng-6396	196	23	non	non	ADJ
fumecheng-6396	196	24	-	-	ADJ
fumecheng-6396	196	25	geometric	geometric	ADJ
fumecheng-6396	196	26	model	model	NOUN
fumecheng-6396	196	27	parameters	parameter	NOUN
fumecheng-6396	196	28	(	(	PUNCT
fumecheng-6396	196	29	in	in	ADP
fumecheng-6396	196	30	the	the	DET
fumecheng-6396	196	31	above	above	ADJ
fumecheng-6396	196	32	example	example	NOUN
fumecheng-6396	196	33	,	,	PUNCT
fumecheng-6396	196	34	maximal	maximal	ADJ
fumecheng-6396	196	35	equivalent	equivalent	ADJ
fumecheng-6396	196	36	stress	stress	NOUN
fumecheng-6396	196	37	over	over	ADP
fumecheng-6396	196	38	the	the	DET
fumecheng-6396	196	39	product	product	NOUN
fumecheng-6396	196	40	and	and	CCONJ
fumecheng-6396	196	41	product	product	NOUN
fumecheng-6396	196	42	mass	mass	NOUN
fumecheng-6396	196	43	)	)	PUNCT
fumecheng-6396	196	44	▪	▪	NOUN
fumecheng-6396	196	45	end	end	NOUN
fumecheng-6396	196	46	user	user	NOUN
fumecheng-6396	196	47	authentication	authentication	NOUN
fumecheng-6396	196	48	and	and	CCONJ
fumecheng-6396	196	49	tracking	track	VERB
fumecheng-6396	196	50	logic	logic	NOUN
fumecheng-6396	196	51	and	and	CCONJ
fumecheng-6396	196	52	▪	▪	NOUN
fumecheng-6396	196	53	a	a	DET
fumecheng-6396	196	54	business	business	NOUN
fumecheng-6396	196	55	model	model	NOUN
fumecheng-6396	196	56	(	(	PUNCT
fumecheng-6396	196	57	subscription	subscription	NOUN
fumecheng-6396	196	58	based	base	VERB
fumecheng-6396	196	59	,	,	PUNCT
fumecheng-6396	196	60	pay	pay	VERB
fumecheng-6396	196	61	per	per	ADP
fumecheng-6396	196	62	view	view	NOUN
fumecheng-6396	196	63	,	,	PUNCT
fumecheng-6396	196	64	etc	etc	X
fumecheng-6396	196	65	.	.	X
fumecheng-6396	196	66	)	)	PUNCT
fumecheng-6396	196	67	of	of	ADP
fumecheng-6396	196	68	choice	choice	NOUN
fumecheng-6396	196	69	.	.	PUNCT
fumecheng-6396	197	1	fig	fig	NOUN
fumecheng-6396	197	2	.	.	PUNCT
fumecheng-6396	198	1	6	6	NUM
fumecheng-6396	198	2	concept	concept	NOUN
fumecheng-6396	198	3	of	of	ADP
fumecheng-6396	198	4	the	the	DET
fumecheng-6396	198	5	integration	integration	NOUN
fumecheng-6396	198	6	of	of	ADP
fumecheng-6396	198	7	cad	cad	PROPN
fumecheng-6396	198	8	system	system	NOUN
fumecheng-6396	198	9	with	with	ADP
fumecheng-6396	198	10	prediction	prediction	NOUN
fumecheng-6396	198	11	services	service	NOUN
fumecheng-6396	198	12	based	base	VERB
fumecheng-6396	198	13	on	on	ADP
fumecheng-6396	198	14	compiled	compile	VERB
fumecheng-6396	198	15	models	model	NOUN
fumecheng-6396	198	16	304	304	NUM
fumecheng-6396	198	17	m.	m.	NOUN
fumecheng-6396	198	18	zdravković	zdravković	PROPN
fumecheng-6396	198	19	,	,	PUNCT
fumecheng-6396	198	20	n.	n.	PROPN
fumecheng-6396	198	21	korunović	korunović	PROPN
fumecheng-6396	198	22	it	it	PRON
fumecheng-6396	198	23	should	should	AUX
fumecheng-6396	198	24	be	be	AUX
fumecheng-6396	198	25	exposed	expose	VERB
fumecheng-6396	198	26	by	by	ADP
fumecheng-6396	198	27	rest	rest	NOUN
fumecheng-6396	198	28	api	api	NOUN
fumecheng-6396	198	29	with	with	ADP
fumecheng-6396	198	30	authentication	authentication	NOUN
fumecheng-6396	198	31	and	and	CCONJ
fumecheng-6396	198	32	key	key	ADJ
fumecheng-6396	198	33	verification	verification	NOUN
fumecheng-6396	198	34	functionalities	functionality	NOUN
fumecheng-6396	198	35	.	.	PUNCT
fumecheng-6396	199	1	client	client	NOUN
fumecheng-6396	199	2	is	be	AUX
fumecheng-6396	199	3	considered	consider	VERB
fumecheng-6396	199	4	as	as	ADP
fumecheng-6396	199	5	add	add	VERB
fumecheng-6396	199	6	-	-	PUNCT
fumecheng-6396	199	7	on	on	NOUN
fumecheng-6396	199	8	to	to	ADP
fumecheng-6396	199	9	one	one	NUM
fumecheng-6396	199	10	of	of	ADP
fumecheng-6396	199	11	the	the	DET
fumecheng-6396	199	12	commonly	commonly	ADV
fumecheng-6396	199	13	used	use	VERB
fumecheng-6396	199	14	cad	cad	NOUN
fumecheng-6396	199	15	platforms	platform	NOUN
fumecheng-6396	199	16	.	.	PUNCT
fumecheng-6396	200	1	add	add	VERB
fumecheng-6396	200	2	-	-	PUNCT
fumecheng-6396	200	3	on	on	ADP
fumecheng-6396	200	4	facilitates	facilitate	NOUN
fumecheng-6396	200	5	:	:	PUNCT
fumecheng-6396	200	6	▪	▪	ADJ
fumecheng-6396	200	7	user	user	NOUN
fumecheng-6396	200	8	login	login	NOUN
fumecheng-6396	200	9	,	,	PUNCT
fumecheng-6396	200	10	▪	▪	ADJ
fumecheng-6396	200	11	definition	definition	NOUN
fumecheng-6396	200	12	and	and	CCONJ
fumecheng-6396	200	13	serialization	serialization	NOUN
fumecheng-6396	200	14	of	of	ADP
fumecheng-6396	200	15	non	non	ADJ
fumecheng-6396	200	16	-	-	ADJ
fumecheng-6396	200	17	geometric	geometric	ADJ
fumecheng-6396	200	18	model	model	NOUN
fumecheng-6396	200	19	parameters	parameter	NOUN
fumecheng-6396	200	20	(	(	PUNCT
fumecheng-6396	200	21	e.g.	e.g.	ADV
fumecheng-6396	200	22	exploitation	exploitation	NOUN
fumecheng-6396	200	23	and	and	CCONJ
fumecheng-6396	200	24	environment	environment	NOUN
fumecheng-6396	200	25	effects	effect	NOUN
fumecheng-6396	200	26	,	,	PUNCT
fumecheng-6396	200	27	material	material	NOUN
fumecheng-6396	200	28	properties	property	NOUN
fumecheng-6396	200	29	)	)	PUNCT
fumecheng-6396	200	30	▪	▪	ADJ
fumecheng-6396	200	31	display	display	NOUN
fumecheng-6396	200	32	of	of	ADP
fumecheng-6396	200	33	user	user	NOUN
fumecheng-6396	200	34	interface	interface	NOUN
fumecheng-6396	200	35	with	with	ADP
fumecheng-6396	200	36	the	the	DET
fumecheng-6396	200	37	add	add	VERB
fumecheng-6396	200	38	-	-	PUNCT
fumecheng-6396	200	39	on	on	ADP
fumecheng-6396	200	40	toolbox	toolbox	NOUN
fumecheng-6396	200	41	and	and	CCONJ
fumecheng-6396	200	42	visualization	visualization	NOUN
fumecheng-6396	200	43	of	of	ADP
fumecheng-6396	200	44	predicted	predict	VERB
fumecheng-6396	200	45	physical	physical	ADJ
fumecheng-6396	200	46	quantities	quantity	NOUN
fumecheng-6396	200	47	and	and	CCONJ
fumecheng-6396	200	48	properties	property	NOUN
fumecheng-6396	200	49	▪	▪	ADJ
fumecheng-6396	200	50	synchronous	synchronous	ADJ
fumecheng-6396	200	51	rest	rest	NOUN
fumecheng-6396	200	52	calls	call	VERB
fumecheng-6396	200	53	to	to	ADP
fumecheng-6396	200	54	a	a	DET
fumecheng-6396	200	55	web	web	NOUN
fumecheng-6396	200	56	service	service	NOUN
fumecheng-6396	200	57	using	use	VERB
fumecheng-6396	200	58	associated	associate	VERB
fumecheng-6396	200	59	compiled	compile	VERB
fumecheng-6396	200	60	fea	fea	PROPN
fumecheng-6396	200	61	model	model	NOUN
fumecheng-6396	200	62	,	,	PUNCT
fumecheng-6396	200	63	where	where	SCONJ
fumecheng-6396	200	64	input	input	NOUN
fumecheng-6396	200	65	is	be	AUX
fumecheng-6396	200	66	current	current	ADJ
fumecheng-6396	200	67	set	set	NOUN
fumecheng-6396	200	68	of	of	ADP
fumecheng-6396	200	69	parameters	parameter	NOUN
fumecheng-6396	200	70	(	(	PUNCT
fumecheng-6396	200	71	geometric	geometric	ADJ
fumecheng-6396	200	72	and	and	CCONJ
fumecheng-6396	200	73	nongeometric	nongeometric	ADJ
fumecheng-6396	200	74	)	)	PUNCT
fumecheng-6396	200	75	and	and	CCONJ
fumecheng-6396	200	76	output	output	NOUN
fumecheng-6396	200	77	–	–	PUNCT
fumecheng-6396	200	78	predicted	predict	VERB
fumecheng-6396	200	79	physical	physical	ADJ
fumecheng-6396	200	80	quantities	quantity	NOUN
fumecheng-6396	200	81	and	and	CCONJ
fumecheng-6396	200	82	properties	property	NOUN
fumecheng-6396	200	83	.	.	PUNCT
fumecheng-6396	201	1	5	5	X
fumecheng-6396	201	2	.	.	AUX
fumecheng-6396	201	3	conclusion	conclusion	VERB
fumecheng-6396	201	4	mass	mass	ADJ
fumecheng-6396	201	5	-	-	PUNCT
fumecheng-6396	201	6	customization	customization	NOUN
fumecheng-6396	201	7	trend	trend	NOUN
fumecheng-6396	201	8	,	,	PUNCT
fumecheng-6396	201	9	implying	imply	VERB
fumecheng-6396	201	10	the	the	DET
fumecheng-6396	201	11	need	need	NOUN
fumecheng-6396	201	12	for	for	ADP
fumecheng-6396	201	13	design	design	NOUN
fumecheng-6396	201	14	and	and	CCONJ
fumecheng-6396	201	15	manufacturing	manufacturing	NOUN
fumecheng-6396	201	16	of	of	ADP
fumecheng-6396	201	17	custom	custom	NOUN
fumecheng-6396	201	18	product	product	NOUN
fumecheng-6396	201	19	designs	design	NOUN
fumecheng-6396	201	20	with	with	ADP
fumecheng-6396	201	21	efficiency	efficiency	NOUN
fumecheng-6396	201	22	near	near	ADP
fumecheng-6396	201	23	to	to	ADP
fumecheng-6396	201	24	mass	mass	NOUN
fumecheng-6396	201	25	-	-	PUNCT
fumecheng-6396	201	26	production	production	NOUN
fumecheng-6396	201	27	is	be	AUX
fumecheng-6396	201	28	a	a	DET
fumecheng-6396	201	29	new	new	ADJ
fumecheng-6396	201	30	industrial	industrial	ADJ
fumecheng-6396	201	31	reality	reality	NOUN
fumecheng-6396	201	32	.	.	PUNCT
fumecheng-6396	202	1	quite	quite	ADV
fumecheng-6396	202	2	obviously	obviously	ADV
fumecheng-6396	202	3	,	,	PUNCT
fumecheng-6396	202	4	this	this	DET
fumecheng-6396	202	5	trend	trend	NOUN
fumecheng-6396	202	6	creates	create	VERB
fumecheng-6396	202	7	new	new	ADJ
fumecheng-6396	202	8	challenges	challenge	NOUN
fumecheng-6396	202	9	in	in	ADP
fumecheng-6396	202	10	manufacturing	manufacturing	NOUN
fumecheng-6396	202	11	and	and	CCONJ
fumecheng-6396	202	12	custom	custom	NOUN
fumecheng-6396	202	13	product	product	NOUN
fumecheng-6396	202	14	design	design	NOUN
fumecheng-6396	202	15	domains	domain	NOUN
fumecheng-6396	202	16	.	.	PUNCT
fumecheng-6396	203	1	most	most	ADJ
fumecheng-6396	203	2	of	of	ADP
fumecheng-6396	203	3	the	the	DET
fumecheng-6396	203	4	challenges	challenge	NOUN
fumecheng-6396	203	5	are	be	AUX
fumecheng-6396	203	6	due	due	ADJ
fumecheng-6396	203	7	to	to	ADP
fumecheng-6396	203	8	the	the	DET
fumecheng-6396	203	9	efforts	effort	NOUN
fumecheng-6396	203	10	in	in	ADP
fumecheng-6396	203	11	finding	find	VERB
fumecheng-6396	203	12	the	the	DET
fumecheng-6396	203	13	right	right	ADJ
fumecheng-6396	203	14	balance	balance	NOUN
fumecheng-6396	203	15	between	between	ADP
fumecheng-6396	203	16	flexibility	flexibility	NOUN
fumecheng-6396	203	17	,	,	PUNCT
fumecheng-6396	203	18	strongly	strongly	ADV
fumecheng-6396	203	19	required	require	VERB
fumecheng-6396	203	20	by	by	ADP
fumecheng-6396	203	21	the	the	DET
fumecheng-6396	203	22	customer	customer	NOUN
fumecheng-6396	203	23	-	-	PUNCT
fumecheng-6396	203	24	focused	focus	VERB
fumecheng-6396	203	25	industries	industry	NOUN
fumecheng-6396	203	26	and	and	CCONJ
fumecheng-6396	203	27	efficiency	efficiency	NOUN
fumecheng-6396	203	28	,	,	PUNCT
fumecheng-6396	203	29	which	which	PRON
fumecheng-6396	203	30	is	be	AUX
fumecheng-6396	203	31	critical	critical	ADJ
fumecheng-6396	203	32	for	for	ADP
fumecheng-6396	203	33	market	market	NOUN
fumecheng-6396	203	34	competitiveness	competitiveness	NOUN
fumecheng-6396	203	35	.	.	PUNCT
fumecheng-6396	204	1	in	in	ADP
fumecheng-6396	204	2	more	more	ADJ
fumecheng-6396	204	3	conventional	conventional	ADJ
fumecheng-6396	204	4	industries	industry	NOUN
fumecheng-6396	204	5	,	,	PUNCT
fumecheng-6396	204	6	this	this	DET
fumecheng-6396	204	7	balance	balance	NOUN
fumecheng-6396	204	8	is	be	AUX
fumecheng-6396	204	9	often	often	ADV
fumecheng-6396	204	10	searched	search	VERB
fumecheng-6396	204	11	for	for	ADP
fumecheng-6396	204	12	by	by	ADP
fumecheng-6396	204	13	implementing	implement	VERB
fumecheng-6396	204	14	outsourcing	outsourcing	NOUN
fumecheng-6396	204	15	practices	practice	NOUN
fumecheng-6396	204	16	,	,	PUNCT
fumecheng-6396	204	17	even	even	ADV
fumecheng-6396	204	18	for	for	ADP
fumecheng-6396	204	19	critical	critical	ADJ
fumecheng-6396	204	20	activities	activity	NOUN
fumecheng-6396	204	21	in	in	ADP
fumecheng-6396	204	22	the	the	DET
fumecheng-6396	204	23	manufacturing	manufacturing	NOUN
fumecheng-6396	204	24	process	process	NOUN
fumecheng-6396	204	25	.	.	PUNCT
fumecheng-6396	205	1	another	another	DET
fumecheng-6396	205	2	way	way	NOUN
fumecheng-6396	205	3	is	be	AUX
fumecheng-6396	205	4	digitalization	digitalization	NOUN
fumecheng-6396	205	5	,	,	PUNCT
fumecheng-6396	205	6	which	which	PRON
fumecheng-6396	205	7	helps	help	VERB
fumecheng-6396	205	8	to	to	PART
fumecheng-6396	205	9	facilitate	facilitate	VERB
fumecheng-6396	205	10	fast	fast	ADJ
fumecheng-6396	205	11	decision	decision	NOUN
fumecheng-6396	205	12	-	-	PUNCT
fumecheng-6396	205	13	making	make	VERB
fumecheng-6396	205	14	processes	process	NOUN
fumecheng-6396	205	15	and	and	CCONJ
fumecheng-6396	205	16	thus	thus	ADV
fumecheng-6396	205	17	,	,	PUNCT
fumecheng-6396	205	18	quick	quick	ADJ
fumecheng-6396	205	19	responses	response	NOUN
fumecheng-6396	205	20	to	to	ADP
fumecheng-6396	205	21	the	the	DET
fumecheng-6396	205	22	variety	variety	NOUN
fumecheng-6396	205	23	of	of	ADP
fumecheng-6396	205	24	demand	demand	NOUN
fumecheng-6396	205	25	and	and	CCONJ
fumecheng-6396	205	26	supply	supply	NOUN
fumecheng-6396	205	27	circumstances	circumstance	NOUN
fumecheng-6396	205	28	.	.	PUNCT
fumecheng-6396	206	1	today	today	NOUN
fumecheng-6396	206	2	,	,	PUNCT
fumecheng-6396	206	3	with	with	ADP
fumecheng-6396	206	4	the	the	DET
fumecheng-6396	206	5	advance	advance	NOUN
fumecheng-6396	206	6	of	of	ADP
fumecheng-6396	206	7	ai	ai	PROPN
fumecheng-6396	206	8	methods	method	NOUN
fumecheng-6396	206	9	and	and	CCONJ
fumecheng-6396	206	10	tools	tool	NOUN
fumecheng-6396	206	11	,	,	PUNCT
fumecheng-6396	206	12	it	it	PRON
fumecheng-6396	206	13	becomes	become	VERB
fumecheng-6396	206	14	possible	possible	ADJ
fumecheng-6396	206	15	to	to	PART
fumecheng-6396	206	16	digitalize	digitalize	VERB
fumecheng-6396	206	17	even	even	ADV
fumecheng-6396	206	18	knowledge	knowledge	NOUN
fumecheng-6396	206	19	-	-	PUNCT
fumecheng-6396	206	20	intensive	intensive	ADJ
fumecheng-6396	206	21	operations	operation	NOUN
fumecheng-6396	206	22	and	and	CCONJ
fumecheng-6396	206	23	thus	thus	ADV
fumecheng-6396	206	24	,	,	PUNCT
fumecheng-6396	206	25	not	not	PART
fumecheng-6396	206	26	only	only	ADV
fumecheng-6396	206	27	reduce	reduce	VERB
fumecheng-6396	206	28	the	the	DET
fumecheng-6396	206	29	lead	lead	ADJ
fumecheng-6396	206	30	time	time	NOUN
fumecheng-6396	206	31	but	but	CCONJ
fumecheng-6396	206	32	also	also	ADV
fumecheng-6396	206	33	significantly	significantly	ADV
fumecheng-6396	206	34	reduce	reduce	VERB
fumecheng-6396	206	35	the	the	DET
fumecheng-6396	206	36	total	total	ADJ
fumecheng-6396	206	37	cost	cost	NOUN
fumecheng-6396	206	38	of	of	ADP
fumecheng-6396	206	39	product	product	NOUN
fumecheng-6396	206	40	manufacturing	manufacturing	NOUN
fumecheng-6396	206	41	.	.	PUNCT
fumecheng-6396	207	1	the	the	DET
fumecheng-6396	207	2	proposed	propose	VERB
fumecheng-6396	207	3	solution	solution	NOUN
fumecheng-6396	207	4	aims	aim	VERB
fumecheng-6396	207	5	to	to	PART
fumecheng-6396	207	6	solve	solve	VERB
fumecheng-6396	207	7	the	the	DET
fumecheng-6396	207	8	problem	problem	NOUN
fumecheng-6396	207	9	of	of	ADP
fumecheng-6396	207	10	a	a	DET
fumecheng-6396	207	11	long	long	ADJ
fumecheng-6396	207	12	and	and	CCONJ
fumecheng-6396	207	13	expensive	expensive	ADJ
fumecheng-6396	207	14	custom	custom	NOUN
fumecheng-6396	207	15	product	product	NOUN
fumecheng-6396	207	16	design	design	NOUN
fumecheng-6396	207	17	process	process	NOUN
fumecheng-6396	207	18	,	,	PUNCT
fumecheng-6396	207	19	and	and	CCONJ
fumecheng-6396	207	20	in	in	ADP
fumecheng-6396	207	21	specific	specific	ADJ
fumecheng-6396	207	22	,	,	PUNCT
fumecheng-6396	207	23	the	the	DET
fumecheng-6396	207	24	need	need	NOUN
fumecheng-6396	207	25	for	for	ADP
fumecheng-6396	207	26	a	a	DET
fumecheng-6396	207	27	special	special	ADJ
fumecheng-6396	207	28	(	(	PUNCT
fumecheng-6396	207	29	expensive	expensive	ADJ
fumecheng-6396	207	30	)	)	PUNCT
fumecheng-6396	207	31	expertise	expertise	NOUN
fumecheng-6396	207	32	in	in	ADP
fumecheng-6396	207	33	building	build	VERB
fumecheng-6396	207	34	fea	fea	NOUN
fumecheng-6396	207	35	models	model	NOUN
fumecheng-6396	207	36	,	,	PUNCT
fumecheng-6396	207	37	lots	lot	NOUN
fumecheng-6396	207	38	of	of	ADP
fumecheng-6396	207	39	computational	computational	ADJ
fumecheng-6396	207	40	resources	resource	NOUN
fumecheng-6396	207	41	needed	need	VERB
fumecheng-6396	207	42	and	and	CCONJ
fumecheng-6396	207	43	expensive	expensive	ADJ
fumecheng-6396	207	44	fea	fea	PROPN
fumecheng-6396	207	45	software	software	NOUN
fumecheng-6396	207	46	.	.	PUNCT
fumecheng-6396	208	1	each	each	DET
fumecheng-6396	208	2	parametric	parametric	ADJ
fumecheng-6396	208	3	model	model	NOUN
fumecheng-6396	208	4	is	be	AUX
fumecheng-6396	208	5	defined	define	VERB
fumecheng-6396	208	6	by	by	ADP
fumecheng-6396	208	7	the	the	DET
fumecheng-6396	208	8	finite	finite	ADJ
fumecheng-6396	208	9	set	set	NOUN
fumecheng-6396	208	10	of	of	ADP
fumecheng-6396	208	11	parameters	parameter	NOUN
fumecheng-6396	208	12	,	,	PUNCT
fumecheng-6396	208	13	mostly	mostly	ADV
fumecheng-6396	208	14	related	relate	VERB
fumecheng-6396	208	15	to	to	ADP
fumecheng-6396	208	16	geometrical	geometrical	ADJ
fumecheng-6396	208	17	features	feature	NOUN
fumecheng-6396	208	18	.	.	PUNCT
fumecheng-6396	209	1	the	the	DET
fumecheng-6396	209	2	values	value	NOUN
fumecheng-6396	209	3	of	of	ADP
fumecheng-6396	209	4	those	those	DET
fumecheng-6396	209	5	parameters	parameter	NOUN
fumecheng-6396	209	6	,	,	PUNCT
fumecheng-6396	209	7	in	in	ADP
fumecheng-6396	209	8	most	most	ADJ
fumecheng-6396	209	9	of	of	ADP
fumecheng-6396	209	10	the	the	DET
fumecheng-6396	209	11	cases	case	NOUN
fumecheng-6396	209	12	vary	vary	VERB
fumecheng-6396	209	13	within	within	ADP
fumecheng-6396	209	14	the	the	DET
fumecheng-6396	209	15	specific	specific	ADJ
fumecheng-6396	209	16	range	range	NOUN
fumecheng-6396	209	17	in	in	ADP
fumecheng-6396	209	18	order	order	NOUN
fumecheng-6396	209	19	to	to	PART
fumecheng-6396	209	20	keep	keep	VERB
fumecheng-6396	209	21	the	the	DET
fumecheng-6396	209	22	integrity	integrity	NOUN
fumecheng-6396	209	23	of	of	ADP
fumecheng-6396	209	24	the	the	DET
fumecheng-6396	209	25	design	design	NOUN
fumecheng-6396	209	26	.	.	PUNCT
fumecheng-6396	210	1	the	the	DET
fumecheng-6396	210	2	level	level	NOUN
fumecheng-6396	210	3	of	of	ADP
fumecheng-6396	210	4	correlation	correlation	NOUN
fumecheng-6396	210	5	of	of	ADP
fumecheng-6396	210	6	those	those	DET
fumecheng-6396	210	7	values	value	NOUN
fumecheng-6396	210	8	with	with	ADP
fumecheng-6396	210	9	the	the	DET
fumecheng-6396	210	10	actual	actual	ADJ
fumecheng-6396	210	11	physical	physical	ADJ
fumecheng-6396	210	12	quantities	quantity	NOUN
fumecheng-6396	210	13	and	and	CCONJ
fumecheng-6396	210	14	properties	property	NOUN
fumecheng-6396	210	15	of	of	ADP
fumecheng-6396	210	16	the	the	DET
fumecheng-6396	210	17	product	product	NOUN
fumecheng-6396	210	18	define	define	VERB
fumecheng-6396	210	19	the	the	DET
fumecheng-6396	210	20	guidelines	guideline	NOUN
fumecheng-6396	210	21	important	important	ADJ
fumecheng-6396	210	22	for	for	ADP
fumecheng-6396	210	23	the	the	DET
fumecheng-6396	210	24	ordering	ordering	NOUN
fumecheng-6396	210	25	process	process	NOUN
fumecheng-6396	210	26	.	.	PUNCT
fumecheng-6396	211	1	this	this	DET
fumecheng-6396	211	2	process	process	NOUN
fumecheng-6396	211	3	now	now	ADV
fumecheng-6396	211	4	includes	include	VERB
fumecheng-6396	211	5	customization	customization	NOUN
fumecheng-6396	211	6	sub	sub	NOUN
fumecheng-6396	211	7	-	-	NOUN
fumecheng-6396	211	8	process	process	NOUN
fumecheng-6396	211	9	,	,	PUNCT
fumecheng-6396	211	10	in	in	ADP
fumecheng-6396	211	11	which	which	PRON
fumecheng-6396	211	12	the	the	DET
fumecheng-6396	211	13	customer	customer	NOUN
fumecheng-6396	211	14	and	and	CCONJ
fumecheng-6396	211	15	the	the	DET
fumecheng-6396	211	16	designer	designer	NOUN
fumecheng-6396	211	17	actually	actually	ADV
fumecheng-6396	211	18	negotiate	negotiate	VERB
fumecheng-6396	211	19	the	the	DET
fumecheng-6396	211	20	design	design	NOUN
fumecheng-6396	211	21	that	that	PRON
fumecheng-6396	211	22	fits	fit	VERB
fumecheng-6396	211	23	the	the	DET
fumecheng-6396	211	24	customer	customer	NOUN
fumecheng-6396	211	25	's	's	PART
fumecheng-6396	211	26	requirements	requirement	NOUN
fumecheng-6396	211	27	in	in	ADP
fumecheng-6396	211	28	the	the	DET
fumecheng-6396	211	29	best	good	ADJ
fumecheng-6396	211	30	possible	possible	ADJ
fumecheng-6396	211	31	way	way	NOUN
fumecheng-6396	211	32	,	,	PUNCT
fumecheng-6396	211	33	in	in	ADP
fumecheng-6396	211	34	a	a	DET
fumecheng-6396	211	35	real	real	ADJ
fumecheng-6396	211	36	time	time	NOUN
fumecheng-6396	211	37	,	,	PUNCT
fumecheng-6396	211	38	while	while	SCONJ
fumecheng-6396	211	39	still	still	ADV
fumecheng-6396	211	40	maintaining	maintain	VERB
fumecheng-6396	211	41	the	the	DET
fumecheng-6396	211	42	integrity	integrity	NOUN
fumecheng-6396	211	43	of	of	ADP
fumecheng-6396	211	44	the	the	DET
fumecheng-6396	211	45	product	product	NOUN
fumecheng-6396	211	46	in	in	ADP
fumecheng-6396	211	47	the	the	DET
fumecheng-6396	211	48	target	target	NOUN
fumecheng-6396	211	49	exploitation	exploitation	NOUN
fumecheng-6396	211	50	conditions	condition	NOUN
fumecheng-6396	211	51	and	and	CCONJ
fumecheng-6396	211	52	its	its	PRON
fumecheng-6396	211	53	manufacturability	manufacturability	NOUN
fumecheng-6396	211	54	.	.	PUNCT
fumecheng-6396	212	1	the	the	DET
fumecheng-6396	212	2	centerpiece	centerpiece	NOUN
fumecheng-6396	212	3	of	of	ADP
fumecheng-6396	212	4	the	the	DET
fumecheng-6396	212	5	proposed	propose	VERB
fumecheng-6396	212	6	novel	novel	NOUN
fumecheng-6396	212	7	methodology	methodology	NOUN
fumecheng-6396	212	8	is	be	AUX
fumecheng-6396	212	9	so	so	ADV
fumecheng-6396	212	10	-	-	PUNCT
fumecheng-6396	212	11	called	call	VERB
fumecheng-6396	212	12	compiled	compiled	ADJ
fumecheng-6396	212	13	fea	fea	PROPN
fumecheng-6396	212	14	model	model	NOUN
fumecheng-6396	212	15	,	,	PUNCT
fumecheng-6396	212	16	offering	offer	VERB
fumecheng-6396	212	17	the	the	DET
fumecheng-6396	212	18	best	good	ADJ
fumecheng-6396	212	19	approximations	approximation	NOUN
fumecheng-6396	212	20	of	of	ADP
fumecheng-6396	212	21	non	non	ADJ
fumecheng-6396	212	22	-	-	ADJ
fumecheng-6396	212	23	geometric	geometric	ADJ
fumecheng-6396	212	24	parameters	parameter	NOUN
fumecheng-6396	212	25	,	,	PUNCT
fumecheng-6396	212	26	vital	vital	ADJ
fumecheng-6396	212	27	for	for	ADP
fumecheng-6396	212	28	the	the	DET
fumecheng-6396	212	29	exploitation	exploitation	NOUN
fumecheng-6396	212	30	behavior	behavior	NOUN
fumecheng-6396	212	31	and	and	CCONJ
fumecheng-6396	212	32	manufacturability	manufacturability	NOUN
fumecheng-6396	212	33	of	of	ADP
fumecheng-6396	212	34	the	the	DET
fumecheng-6396	212	35	custom	custom	NOUN
fumecheng-6396	212	36	product	product	NOUN
fumecheng-6396	212	37	design	design	NOUN
fumecheng-6396	212	38	.	.	PUNCT
fumecheng-6396	213	1	the	the	DET
fumecheng-6396	213	2	use	use	NOUN
fumecheng-6396	213	3	of	of	ADP
fumecheng-6396	213	4	compiled	compile	VERB
fumecheng-6396	213	5	fea	fea	PROPN
fumecheng-6396	213	6	model	model	NOUN
fumecheng-6396	213	7	during	during	ADP
fumecheng-6396	213	8	geometric	geometric	ADJ
fumecheng-6396	213	9	parameter	parameter	NOUN
fumecheng-6396	213	10	tuning	tuning	NOUN
fumecheng-6396	213	11	facilitates	facilitate	VERB
fumecheng-6396	213	12	real	real	ADJ
fumecheng-6396	213	13	-	-	PUNCT
fumecheng-6396	213	14	time	time	NOUN
fumecheng-6396	213	15	review	review	NOUN
fumecheng-6396	213	16	of	of	ADP
fumecheng-6396	213	17	the	the	DET
fumecheng-6396	213	18	critical	critical	ADJ
fumecheng-6396	213	19	nongeometric	nongeometric	ADJ
fumecheng-6396	213	20	features	feature	NOUN
fumecheng-6396	213	21	and	and	CCONJ
fumecheng-6396	213	22	immediate	immediate	ADJ
fumecheng-6396	213	23	assessment	assessment	NOUN
fumecheng-6396	213	24	of	of	ADP
fumecheng-6396	213	25	the	the	DET
fumecheng-6396	213	26	designed	design	VERB
fumecheng-6396	213	27	product	product	NOUN
fumecheng-6396	213	28	physical	physical	ADJ
fumecheng-6396	213	29	quantities	quantity	NOUN
fumecheng-6396	213	30	and	and	CCONJ
fumecheng-6396	213	31	properties	property	NOUN
fumecheng-6396	213	32	.	.	PUNCT
fumecheng-6396	214	1	moreover	moreover	ADV
fumecheng-6396	214	2	,	,	PUNCT
fumecheng-6396	214	3	the	the	DET
fumecheng-6396	214	4	proposed	propose	VERB
fumecheng-6396	214	5	solution	solution	NOUN
fumecheng-6396	214	6	creates	create	VERB
fumecheng-6396	214	7	opportunities	opportunity	NOUN
fumecheng-6396	214	8	for	for	ADP
fumecheng-6396	214	9	new	new	ADJ
fumecheng-6396	214	10	collaborative	collaborative	ADJ
fumecheng-6396	214	11	business	business	NOUN
fumecheng-6396	214	12	models	model	NOUN
fumecheng-6396	214	13	,	,	PUNCT
fumecheng-6396	214	14	in	in	ADP
fumecheng-6396	214	15	which	which	PRON
fumecheng-6396	214	16	the	the	DET
fumecheng-6396	214	17	roles	role	NOUN
fumecheng-6396	214	18	of	of	ADP
fumecheng-6396	214	19	cad	cad	PROPN
fumecheng-6396	214	20	and	and	CCONJ
fumecheng-6396	214	21	fea	fea	PROPN
fumecheng-6396	214	22	specialists	specialist	NOUN
fumecheng-6396	214	23	are	be	AUX
fumecheng-6396	214	24	separated	separate	VERB
fumecheng-6396	214	25	across	across	ADP
fumecheng-6396	214	26	the	the	DET
fumecheng-6396	214	27	enterprises	enterprise	NOUN
fumecheng-6396	214	28	and	and	CCONJ
fumecheng-6396	214	29	fea	fea	PROPN
fumecheng-6396	214	30	can	can	AUX
fumecheng-6396	214	31	be	be	AUX
fumecheng-6396	214	32	implemented	implement	VERB
fumecheng-6396	214	33	as	as	ADP
fumecheng-6396	214	34	online	online	ADJ
fumecheng-6396	214	35	service	service	NOUN
fumecheng-6396	214	36	.	.	PUNCT
fumecheng-6396	215	1	novel	novel	ADJ
fumecheng-6396	215	2	methodology	methodology	NOUN
fumecheng-6396	215	3	for	for	ADP
fumecheng-6396	215	4	real	real	ADJ
fumecheng-6396	215	5	-	-	PUNCT
fumecheng-6396	215	6	time	time	NOUN
fumecheng-6396	215	7	structural	structural	ADJ
fumecheng-6396	215	8	analysis	analysis	NOUN
fumecheng-6396	215	9	assistance	assistance	NOUN
fumecheng-6396	215	10	in	in	ADP
fumecheng-6396	215	11	custom	custom	NOUN
fumecheng-6396	215	12	product	product	NOUN
fumecheng-6396	215	13	design	design	VERB
fumecheng-6396	215	14	305	305	NUM
fumecheng-6396	215	15	acknowledgements	acknowledgement	NOUN
fumecheng-6396	215	16	:	:	PUNCT
fumecheng-6396	215	17	this	this	DET
fumecheng-6396	215	18	research	research	NOUN
fumecheng-6396	215	19	was	be	AUX
fumecheng-6396	215	20	financially	financially	ADV
fumecheng-6396	215	21	supported	support	VERB
fumecheng-6396	215	22	by	by	ADP
fumecheng-6396	215	23	the	the	DET
fumecheng-6396	215	24	ministry	ministry	PROPN
fumecheng-6396	215	25	of	of	ADP
fumecheng-6396	215	26	education	education	PROPN
fumecheng-6396	215	27	,	,	PUNCT
fumecheng-6396	215	28	science	science	NOUN
fumecheng-6396	215	29	and	and	CCONJ
fumecheng-6396	215	30	technological	technological	ADJ
fumecheng-6396	215	31	development	development	NOUN
fumecheng-6396	215	32	of	of	ADP
fumecheng-6396	215	33	the	the	DET
fumecheng-6396	215	34	republic	republic	NOUN
fumecheng-6396	215	35	of	of	ADP
fumecheng-6396	215	36	serbia	serbia	PROPN
fumecheng-6396	215	37	.	.	PUNCT
fumecheng-6396	216	1	references	reference	NOUN
fumecheng-6396	216	2	1	1	NUM
fumecheng-6396	216	3	.	.	PUNCT
fumecheng-6396	216	4	da	da	PROPN
fumecheng-6396	216	5	silveira	silveira	PROPN
fumecheng-6396	216	6	,	,	PUNCT
fumecheng-6396	216	7	g.	g.	PROPN
fumecheng-6396	216	8	,	,	PUNCT
fumecheng-6396	216	9	borenstein	borenstein	PROPN
fumecheng-6396	216	10	,	,	PUNCT
fumecheng-6396	216	11	d.	d.	PROPN
fumecheng-6396	216	12	,	,	PUNCT
fumecheng-6396	216	13	fogliatto	fogliatto	ADJ
fumecheng-6396	216	14	,	,	PUNCT
fumecheng-6396	216	15	f.s	f.s	PROPN
fumecheng-6396	216	16	.	.	PROPN
fumecheng-6396	216	17	,	,	PUNCT
fumecheng-6396	216	18	2001	2001	NUM
fumecheng-6396	216	19	,	,	PUNCT
fumecheng-6396	216	20	mass	mass	NOUN
fumecheng-6396	216	21	customization	customization	NOUN
fumecheng-6396	216	22	:	:	PUNCT
fumecheng-6396	216	23	literature	literature	NOUN
fumecheng-6396	216	24	review	review	NOUN
fumecheng-6396	216	25	and	and	CCONJ
fumecheng-6396	216	26	research	research	NOUN
fumecheng-6396	216	27	directions	direction	NOUN
fumecheng-6396	216	28	,	,	PUNCT
fumecheng-6396	216	29	international	international	ADJ
fumecheng-6396	216	30	journal	journal	NOUN
fumecheng-6396	216	31	of	of	ADP
fumecheng-6396	216	32	production	production	NOUN
fumecheng-6396	216	33	economics	economic	NOUN
fumecheng-6396	216	34	,	,	PUNCT
fumecheng-6396	216	35	72(1	72(1	NOUN
fumecheng-6396	216	36	)	)	PUNCT
fumecheng-6396	216	37	,	,	PUNCT
fumecheng-6396	216	38	pp	pp	ADP
fumecheng-6396	216	39	.	.	PUNCT
fumecheng-6396	217	1	1–13	1–13	NOUN
fumecheng-6396	217	2	.	.	PUNCT
fumecheng-6396	218	1	2	2	NUM
fumecheng-6396	218	2	.	.	X
fumecheng-6396	218	3	simatupang	simatupang	PROPN
fumecheng-6396	218	4	,	,	PUNCT
fumecheng-6396	218	5	t.m	t.m	PROPN
fumecheng-6396	218	6	.	.	PROPN
fumecheng-6396	218	7	,	,	PUNCT
fumecheng-6396	218	8	sridharan	sridharan	ADJ
fumecheng-6396	218	9	,	,	PUNCT
fumecheng-6396	218	10	r.	r.	PROPN
fumecheng-6396	218	11	,	,	PUNCT
fumecheng-6396	218	12	2005	2005	NUM
fumecheng-6396	218	13	,	,	PUNCT
fumecheng-6396	218	14	the	the	DET
fumecheng-6396	218	15	collaboration	collaboration	NOUN
fumecheng-6396	218	16	index	index	NOUN
fumecheng-6396	218	17	:	:	PUNCT
fumecheng-6396	218	18	a	a	DET
fumecheng-6396	218	19	measure	measure	NOUN
fumecheng-6396	218	20	for	for	ADP
fumecheng-6396	218	21	supply	supply	NOUN
fumecheng-6396	218	22	chain	chain	NOUN
fumecheng-6396	218	23	collaboration	collaboration	NOUN
fumecheng-6396	218	24	,	,	PUNCT
fumecheng-6396	218	25	international	international	ADJ
fumecheng-6396	218	26	journal	journal	NOUN
fumecheng-6396	218	27	of	of	ADP
fumecheng-6396	218	28	physical	physical	ADJ
fumecheng-6396	218	29	distribution	distribution	NOUN
fumecheng-6396	218	30	&	&	CCONJ
fumecheng-6396	218	31	logistics	logistic	NOUN
fumecheng-6396	218	32	management	management	NOUN
fumecheng-6396	218	33	,	,	PUNCT
fumecheng-6396	218	34	35(1	35(1	NUM
fumecheng-6396	218	35	)	)	PUNCT
fumecheng-6396	218	36	,	,	PUNCT
fumecheng-6396	218	37	pp	pp	ADJ
fumecheng-6396	218	38	.	.	PUNCT
fumecheng-6396	219	1	44–62	44–62	NUM
fumecheng-6396	219	2	.	.	NOUN
fumecheng-6396	219	3	3	3	NUM
fumecheng-6396	219	4	.	.	X
fumecheng-6396	219	5	vandermerwe	vandermerwe	NOUN
fumecheng-6396	219	6	,	,	PUNCT
fumecheng-6396	219	7	s.	s.	PROPN
fumecheng-6396	219	8	,	,	PUNCT
fumecheng-6396	219	9	rada	rada	PROPN
fumecheng-6396	219	10	,	,	PUNCT
fumecheng-6396	219	11	j.	j.	PROPN
fumecheng-6396	219	12	,	,	PUNCT
fumecheng-6396	219	13	1988	1988	NUM
fumecheng-6396	219	14	,	,	PUNCT
fumecheng-6396	219	15	servitization	servitization	NOUN
fumecheng-6396	219	16	of	of	ADP
fumecheng-6396	219	17	business	business	NOUN
fumecheng-6396	219	18	:	:	PUNCT
fumecheng-6396	219	19	adding	add	VERB
fumecheng-6396	219	20	value	value	NOUN
fumecheng-6396	219	21	by	by	ADP
fumecheng-6396	219	22	adding	add	VERB
fumecheng-6396	219	23	services	service	NOUN
fumecheng-6396	219	24	,	,	PUNCT
fumecheng-6396	219	25	european	european	ADJ
fumecheng-6396	219	26	management	management	NOUN
fumecheng-6396	219	27	journal	journal	PROPN
fumecheng-6396	219	28	,	,	PUNCT
fumecheng-6396	219	29	6(4	6(4	PROPN
fumecheng-6396	219	30	)	)	PUNCT
fumecheng-6396	219	31	,	,	PUNCT
fumecheng-6396	219	32	pp	pp	ADP
fumecheng-6396	219	33	.	.	PUNCT
fumecheng-6396	220	1	314–324	314–324	NUM
fumecheng-6396	220	2	.	.	NOUN
fumecheng-6396	221	1	4	4	NUM
fumecheng-6396	221	2	.	.	X
fumecheng-6396	221	3	kwong	kwong	PROPN
fumecheng-6396	221	4	,	,	PUNCT
fumecheng-6396	221	5	c.k	c.k	PROPN
fumecheng-6396	221	6	.	.	PROPN
fumecheng-6396	221	7	,	,	PUNCT
fumecheng-6396	221	8	jiang	jiang	PROPN
fumecheng-6396	221	9	,	,	PUNCT
fumecheng-6396	221	10	h.	h.	PROPN
fumecheng-6396	221	11	,	,	PUNCT
fumecheng-6396	221	12	luo	luo	PROPN
fumecheng-6396	221	13	,	,	PUNCT
fumecheng-6396	221	14	x.g	x.g	PROPN
fumecheng-6396	221	15	.	.	PROPN
fumecheng-6396	221	16	,	,	PUNCT
fumecheng-6396	221	17	2016	2016	NUM
fumecheng-6396	221	18	,	,	PUNCT
fumecheng-6396	221	19	ai	ai	NOUN
fumecheng-6396	221	20	-	-	PUNCT
fumecheng-6396	221	21	based	base	VERB
fumecheng-6396	221	22	methodology	methodology	NOUN
fumecheng-6396	221	23	of	of	ADP
fumecheng-6396	221	24	integrating	integrate	VERB
fumecheng-6396	221	25	affective	affective	ADJ
fumecheng-6396	221	26	design	design	NOUN
fumecheng-6396	221	27	,	,	PUNCT
fumecheng-6396	221	28	engineering	engineering	NOUN
fumecheng-6396	221	29	,	,	PUNCT
fumecheng-6396	221	30	and	and	CCONJ
fumecheng-6396	221	31	marketing	marketing	NOUN
fumecheng-6396	221	32	for	for	ADP
fumecheng-6396	221	33	defining	define	VERB
fumecheng-6396	221	34	design	design	NOUN
fumecheng-6396	221	35	specifications	specification	NOUN
fumecheng-6396	221	36	of	of	ADP
fumecheng-6396	221	37	new	new	ADJ
fumecheng-6396	221	38	products	product	NOUN
fumecheng-6396	221	39	,	,	PUNCT
fumecheng-6396	221	40	engineering	engineering	NOUN
fumecheng-6396	221	41	applications	application	NOUN
fumecheng-6396	221	42	of	of	ADP
fumecheng-6396	221	43	artificial	artificial	ADJ
fumecheng-6396	221	44	intelligence	intelligence	NOUN
fumecheng-6396	221	45	,	,	PUNCT
fumecheng-6396	221	46	47	47	NUM
fumecheng-6396	221	47	,	,	PUNCT
fumecheng-6396	221	48	pp	pp	ADJ
fumecheng-6396	221	49	.	.	PUNCT
fumecheng-6396	222	1	49–60	49–60	NUM
fumecheng-6396	222	2	.	.	NOUN
fumecheng-6396	223	1	5	5	NUM
fumecheng-6396	223	2	.	.	X
fumecheng-6396	223	3	ghoreishi	ghoreishi	PROPN
fumecheng-6396	223	4	,	,	PUNCT
fumecheng-6396	223	5	m.	m.	NOUN
fumecheng-6396	223	6	,	,	PUNCT
fumecheng-6396	223	7	happonen	happonen	NOUN
fumecheng-6396	223	8	,	,	PUNCT
fumecheng-6396	223	9	a.	a.	NOUN
fumecheng-6396	223	10	,	,	PUNCT
fumecheng-6396	223	11	2020	2020	NUM
fumecheng-6396	223	12	,	,	PUNCT
fumecheng-6396	223	13	new	new	ADJ
fumecheng-6396	223	14	promises	promise	NOUN
fumecheng-6396	223	15	ai	ai	VERB
fumecheng-6396	223	16	brings	bring	NOUN
fumecheng-6396	223	17	into	into	ADP
fumecheng-6396	223	18	circular	circular	ADJ
fumecheng-6396	223	19	economy	economy	NOUN
fumecheng-6396	223	20	accelerated	accelerate	VERB
fumecheng-6396	223	21	product	product	NOUN
fumecheng-6396	223	22	design	design	NOUN
fumecheng-6396	223	23	:	:	PUNCT
fumecheng-6396	223	24	a	a	DET
fumecheng-6396	223	25	review	review	NOUN
fumecheng-6396	223	26	on	on	ADP
fumecheng-6396	223	27	supporting	support	VERB
fumecheng-6396	223	28	literature	literature	NOUN
fumecheng-6396	223	29	,	,	PUNCT
fumecheng-6396	223	30	e3s	e3s	PROPN
fumecheng-6396	223	31	web	web	NOUN
fumecheng-6396	223	32	conf	conf	NOUN
fumecheng-6396	223	33	.	.	PUNCT
fumecheng-6396	223	34	,	,	PUNCT
fumecheng-6396	223	35	158	158	NUM
fumecheng-6396	223	36	,	,	PUNCT
fumecheng-6396	223	37	06002	06002	NUM
fumecheng-6396	223	38	.	.	PUNCT
fumecheng-6396	224	1	6	6	NUM
fumecheng-6396	224	2	.	.	X
fumecheng-6396	224	3	tao	tao	PROPN
fumecheng-6396	224	4	,	,	PUNCT
fumecheng-6396	224	5	f.	f.	PROPN
fumecheng-6396	224	6	,	,	PUNCT
fumecheng-6396	224	7	cheng	cheng	PROPN
fumecheng-6396	224	8	,	,	PUNCT
fumecheng-6396	224	9	j.	j.	PROPN
fumecheng-6396	224	10	,	,	PUNCT
fumecheng-6396	224	11	qi	qi	PROPN
fumecheng-6396	224	12	,	,	PUNCT
fumecheng-6396	224	13	q.	q.	PROPN
fumecheng-6396	224	14	,	,	PUNCT
fumecheng-6396	224	15	zhang	zhang	PROPN
fumecheng-6396	224	16	,	,	PUNCT
fumecheng-6396	224	17	m.	m.	NOUN
fumecheng-6396	224	18	,	,	PUNCT
fumecheng-6396	224	19	zhang	zhang	PROPN
fumecheng-6396	224	20	,	,	PUNCT
fumecheng-6396	224	21	h.	h.	PROPN
fumecheng-6396	224	22	,	,	PUNCT
fumecheng-6396	224	23	sui	sui	PROPN
fumecheng-6396	224	24	,	,	PUNCT
fumecheng-6396	224	25	f.	f.	PROPN
fumecheng-6396	224	26	,	,	PUNCT
fumecheng-6396	224	27	2018	2018	NUM
fumecheng-6396	224	28	,	,	PUNCT
fumecheng-6396	224	29	digital	digital	ADJ
fumecheng-6396	224	30	twin	twin	ADJ
fumecheng-6396	224	31	-	-	PUNCT
fumecheng-6396	224	32	driven	drive	VERB
fumecheng-6396	224	33	product	product	NOUN
fumecheng-6396	224	34	design	design	NOUN
fumecheng-6396	224	35	,	,	PUNCT
fumecheng-6396	224	36	manufacturing	manufacturing	NOUN
fumecheng-6396	224	37	and	and	CCONJ
fumecheng-6396	224	38	service	service	NOUN
fumecheng-6396	224	39	with	with	ADP
fumecheng-6396	224	40	big	big	ADJ
fumecheng-6396	224	41	data	datum	NOUN
fumecheng-6396	224	42	,	,	PUNCT
fumecheng-6396	224	43	the	the	DET
fumecheng-6396	224	44	international	international	ADJ
fumecheng-6396	224	45	journal	journal	NOUN
fumecheng-6396	224	46	of	of	ADP
fumecheng-6396	224	47	advanced	advanced	ADJ
fumecheng-6396	224	48	manufacturing	manufacturing	NOUN
fumecheng-6396	224	49	technology	technology	NOUN
fumecheng-6396	224	50	,	,	PUNCT
fumecheng-6396	224	51	94(9	94(9	NUM
fumecheng-6396	224	52	)	)	PUNCT
fumecheng-6396	224	53	,	,	PUNCT
fumecheng-6396	224	54	pp	pp	ADP
fumecheng-6396	224	55	.	.	PUNCT
fumecheng-6396	225	1	3563–3576	3563–3576	NUM
fumecheng-6396	225	2	.	.	PUNCT
fumecheng-6396	226	1	7	7	X
fumecheng-6396	226	2	.	.	X
fumecheng-6396	226	3	cook	cook	PROPN
fumecheng-6396	226	4	,	,	PUNCT
fumecheng-6396	226	5	r.d	r.d	PROPN
fumecheng-6396	226	6	.	.	PROPN
fumecheng-6396	226	7	,	,	PUNCT
fumecheng-6396	226	8	2007	2007	NUM
fumecheng-6396	226	9	,	,	PUNCT
fumecheng-6396	226	10	concepts	concept	NOUN
fumecheng-6396	226	11	and	and	CCONJ
fumecheng-6396	226	12	applications	application	NOUN
fumecheng-6396	226	13	of	of	ADP
fumecheng-6396	226	14	finite	finite	ADJ
fumecheng-6396	226	15	element	element	NOUN
fumecheng-6396	226	16	analysis	analysis	NOUN
fumecheng-6396	226	17	,	,	PUNCT
fumecheng-6396	226	18	4th	4th	ADJ
fumecheng-6396	226	19	ed	ed	NOUN
fumecheng-6396	226	20	.	.	PROPN
fumecheng-6396	226	21	,	,	PUNCT
fumecheng-6396	226	22	wiley	wiley	PROPN
fumecheng-6396	226	23	:	:	PUNCT
fumecheng-6396	226	24	new	new	PROPN
fumecheng-6396	226	25	york	york	PROPN
fumecheng-6396	226	26	,	,	PUNCT
fumecheng-6396	226	27	ny	ny	PROPN
fumecheng-6396	226	28	,	,	PUNCT
fumecheng-6396	226	29	2001	2001	NUM
fumecheng-6396	226	30	.	.	PUNCT
fumecheng-6396	227	1	8	8	X
fumecheng-6396	227	2	.	.	X
fumecheng-6396	228	1	marinkovic	marinkovic	PROPN
fumecheng-6396	228	2	,	,	PUNCT
fumecheng-6396	228	3	d.	d.	PROPN
fumecheng-6396	228	4	,	,	PUNCT
fumecheng-6396	228	5	zehn	zehn	PROPN
fumecheng-6396	228	6	,	,	PUNCT
fumecheng-6396	228	7	m.	m.	NOUN
fumecheng-6396	228	8	,	,	PUNCT
fumecheng-6396	228	9	2019	2019	NUM
fumecheng-6396	228	10	,	,	PUNCT
fumecheng-6396	228	11	survey	survey	NOUN
fumecheng-6396	228	12	of	of	ADP
fumecheng-6396	228	13	finite	finite	PROPN
fumecheng-6396	228	14	element	element	NOUN
fumecheng-6396	228	15	method	method	NOUN
fumecheng-6396	228	16	-	-	PUNCT
fumecheng-6396	228	17	based	base	VERB
fumecheng-6396	228	18	real	real	ADJ
fumecheng-6396	228	19	-	-	PUNCT
fumecheng-6396	228	20	time	time	NOUN
fumecheng-6396	228	21	simulations	simulation	NOUN
fumecheng-6396	228	22	,	,	PUNCT
fumecheng-6396	228	23	applied	apply	VERB
fumecheng-6396	228	24	sciences	science	NOUN
fumecheng-6396	228	25	,	,	PUNCT
fumecheng-6396	228	26	9(14	9(14	NOUN
fumecheng-6396	228	27	)	)	PUNCT
fumecheng-6396	228	28	,	,	PUNCT
fumecheng-6396	228	29	2775	2775	NUM
fumecheng-6396	228	30	.	.	PUNCT
fumecheng-6396	229	1	9	9	X
fumecheng-6396	229	2	.	.	X
fumecheng-6396	229	3	marinkovic	marinkovic	PROPN
fumecheng-6396	229	4	,	,	PUNCT
fumecheng-6396	229	5	d.	d.	PROPN
fumecheng-6396	229	6	,	,	PUNCT
fumecheng-6396	229	7	zehn	zehn	PROPN
fumecheng-6396	229	8	,	,	PUNCT
fumecheng-6396	229	9	m.	m.	NOUN
fumecheng-6396	229	10	,	,	PUNCT
fumecheng-6396	229	11	rama	rama	PROPN
fumecheng-6396	229	12	,	,	PUNCT
fumecheng-6396	229	13	g.	g.	PROPN
fumecheng-6396	229	14	,	,	PUNCT
fumecheng-6396	229	15	2018	2018	NUM
fumecheng-6396	229	16	,	,	PUNCT
fumecheng-6396	229	17	towards	towards	ADP
fumecheng-6396	229	18	real	real	ADJ
fumecheng-6396	229	19	-	-	PUNCT
fumecheng-6396	229	20	time	time	NOUN
fumecheng-6396	229	21	simulation	simulation	NOUN
fumecheng-6396	229	22	of	of	ADP
fumecheng-6396	229	23	deformable	deformable	ADJ
fumecheng-6396	229	24	structures	structure	NOUN
fumecheng-6396	229	25	by	by	ADP
fumecheng-6396	229	26	means	mean	NOUN
fumecheng-6396	229	27	of	of	ADP
fumecheng-6396	229	28	corotational	corotational	ADJ
fumecheng-6396	229	29	finite	finite	ADJ
fumecheng-6396	229	30	element	element	NOUN
fumecheng-6396	229	31	formulation	formulation	NOUN
fumecheng-6396	229	32	,	,	PUNCT
fumecheng-6396	229	33	meccanica	meccanica	PROPN
fumecheng-6396	229	34	,	,	PUNCT
fumecheng-6396	229	35	53(11	53(11	NUM
fumecheng-6396	229	36	)	)	PUNCT
fumecheng-6396	229	37	,	,	PUNCT
fumecheng-6396	229	38	pp	pp	ADJ
fumecheng-6396	229	39	.	.	PUNCT
fumecheng-6396	230	1	3123–3136	3123–3136	NUM
fumecheng-6396	230	2	.	.	PUNCT
fumecheng-6396	231	1	10	10	NUM
fumecheng-6396	231	2	.	.	PUNCT
fumecheng-6396	232	1	michie	michie	PROPN
fumecheng-6396	232	2	,	,	PUNCT
fumecheng-6396	232	3	d.	d.	PROPN
fumecheng-6396	232	4	,	,	PUNCT
fumecheng-6396	232	5	1968	1968	NUM
fumecheng-6396	232	6	,	,	PUNCT
fumecheng-6396	232	7	“	"	PUNCT
fumecheng-6396	232	8	memo	memo	NOUN
fumecheng-6396	232	9	”	"	PUNCT
fumecheng-6396	232	10	functions	function	NOUN
fumecheng-6396	232	11	and	and	CCONJ
fumecheng-6396	232	12	machine	machine	NOUN
fumecheng-6396	232	13	learning	learning	NOUN
fumecheng-6396	232	14	,	,	PUNCT
fumecheng-6396	232	15	nature	nature	NOUN
fumecheng-6396	232	16	,	,	PUNCT
fumecheng-6396	232	17	218(5136	218(5136	NUM
fumecheng-6396	232	18	)	)	PUNCT
fumecheng-6396	232	19	,	,	PUNCT
fumecheng-6396	232	20	pp	pp	ADP
fumecheng-6396	232	21	.	.	PUNCT
fumecheng-6396	233	1	19–22	19–22	NUM
fumecheng-6396	233	2	.	.	PROPN
fumecheng-6396	234	1	11	11	NUM
fumecheng-6396	234	2	.	.	PUNCT
fumecheng-6396	235	1	marler	marler	PROPN
fumecheng-6396	235	2	,	,	PUNCT
fumecheng-6396	235	3	r.t	r.t	PROPN
fumecheng-6396	235	4	.	.	PROPN
fumecheng-6396	235	5	,	,	PUNCT
fumecheng-6396	235	6	arora	arora	PROPN
fumecheng-6396	235	7	,	,	PUNCT
fumecheng-6396	235	8	j.	j.	PROPN
fumecheng-6396	235	9	s.	s.	PROPN
fumecheng-6396	235	10	,	,	PUNCT
fumecheng-6396	235	11	2004	2004	NUM
fumecheng-6396	235	12	,	,	PUNCT
fumecheng-6396	235	13	survey	survey	NOUN
fumecheng-6396	235	14	of	of	ADP
fumecheng-6396	235	15	multi	multi	ADJ
fumecheng-6396	235	16	-	-	ADJ
fumecheng-6396	235	17	objective	objective	ADJ
fumecheng-6396	235	18	optimization	optimization	NOUN
fumecheng-6396	235	19	methods	method	NOUN
fumecheng-6396	235	20	for	for	ADP
fumecheng-6396	235	21	engineering	engineering	NOUN
fumecheng-6396	235	22	,	,	PUNCT
fumecheng-6396	235	23	structural	structural	ADJ
fumecheng-6396	235	24	and	and	CCONJ
fumecheng-6396	235	25	multidisciplinary	multidisciplinary	ADJ
fumecheng-6396	235	26	optimization	optimization	NOUN
fumecheng-6396	235	27	,	,	PUNCT
fumecheng-6396	235	28	26(6	26(6	NUM
fumecheng-6396	235	29	)	)	PUNCT
fumecheng-6396	235	30	,	,	PUNCT
fumecheng-6396	235	31	pp	pp	ADP
fumecheng-6396	235	32	.	.	PUNCT
fumecheng-6396	236	1	369–395	369–395	NUM
fumecheng-6396	236	2	.	.	PUNCT
fumecheng-6396	237	1	12	12	NUM
fumecheng-6396	237	2	.	.	PUNCT
fumecheng-6396	238	1	korunovic	korunovic	ADJ
fumecheng-6396	238	2	,	,	PUNCT
fumecheng-6396	238	3	n.	n.	NOUN
fumecheng-6396	238	4	,	,	PUNCT
fumecheng-6396	238	5	marinkovic	marinkovic	PROPN
fumecheng-6396	238	6	,	,	PUNCT
fumecheng-6396	238	7	d.	d.	PROPN
fumecheng-6396	238	8	,	,	PUNCT
fumecheng-6396	238	9	trajanovic	trajanovic	PROPN
fumecheng-6396	238	10	,	,	PUNCT
fumecheng-6396	238	11	m.	m.	NOUN
fumecheng-6396	238	12	,	,	PUNCT
fumecheng-6396	238	13	zehn	zehn	NOUN
fumecheng-6396	238	14	,	,	PUNCT
fumecheng-6396	238	15	m.	m.	NOUN
fumecheng-6396	238	16	,	,	PUNCT
fumecheng-6396	238	17	mitkovic	mitkovic	NOUN
fumecheng-6396	238	18	,	,	PUNCT
fumecheng-6396	238	19	m.	m.	NOUN
fumecheng-6396	238	20	,	,	PUNCT
fumecheng-6396	238	21	affatato	affatato	PROPN
fumecheng-6396	238	22	,	,	PUNCT
fumecheng-6396	238	23	s.	s.	PROPN
fumecheng-6396	238	24	,	,	PUNCT
fumecheng-6396	238	25	2019	2019	NUM
fumecheng-6396	238	26	,	,	PUNCT
fumecheng-6396	238	27	in	in	ADP
fumecheng-6396	238	28	silico	silico	NOUN
fumecheng-6396	238	29	optimization	optimization	NOUN
fumecheng-6396	238	30	of	of	ADP
fumecheng-6396	238	31	femoral	femoral	ADJ
fumecheng-6396	238	32	fixator	fixator	NOUN
fumecheng-6396	238	33	position	position	NOUN
fumecheng-6396	238	34	and	and	CCONJ
fumecheng-6396	238	35	configuration	configuration	NOUN
fumecheng-6396	238	36	by	by	ADP
fumecheng-6396	238	37	parametric	parametric	ADJ
fumecheng-6396	238	38	cad	cad	PROPN
fumecheng-6396	238	39	model	model	NOUN
fumecheng-6396	238	40	,	,	PUNCT
fumecheng-6396	238	41	materials	material	NOUN
fumecheng-6396	238	42	,	,	PUNCT
fumecheng-6396	238	43	12(14	12(14	NOUN
fumecheng-6396	238	44	)	)	PUNCT
fumecheng-6396	238	45	,	,	PUNCT
fumecheng-6396	238	46	pp	pp	ADP
fumecheng-6396	238	47	.	.	PUNCT
fumecheng-6396	239	1	2326	2326	NUM
fumecheng-6396	239	2	.	.	PUNCT
fumecheng-6396	240	1	13	13	NUM
fumecheng-6396	240	2	.	.	PUNCT
fumecheng-6396	241	1	korunović	korunović	PROPN
fumecheng-6396	241	2	,	,	PUNCT
fumecheng-6396	241	3	n.	n.	NOUN
fumecheng-6396	241	4	,	,	PUNCT
fumecheng-6396	241	5	zdravković	zdravković	NOUN
fumecheng-6396	241	6	,	,	PUNCT
fumecheng-6396	241	7	m.	m.	NOUN
fumecheng-6396	241	8	,	,	PUNCT
fumecheng-6396	241	9	2019	2019	NUM
fumecheng-6396	241	10	,	,	PUNCT
fumecheng-6396	241	11	real	real	ADJ
fumecheng-6396	241	12	-	-	PUNCT
fumecheng-6396	241	13	time	time	NOUN
fumecheng-6396	241	14	structural	structural	ADJ
fumecheng-6396	241	15	analysis	analysis	NOUN
fumecheng-6396	241	16	assistance	assistance	NOUN
fumecheng-6396	241	17	in	in	ADP
fumecheng-6396	241	18	customized	customized	ADJ
fumecheng-6396	241	19	product	product	NOUN
fumecheng-6396	241	20	design	design	NOUN
fumecheng-6396	241	21	,	,	PUNCT
fumecheng-6396	241	22	in	in	ADP
fumecheng-6396	241	23	icist	icist	ADJ
fumecheng-6396	241	24	2019	2019	NUM
fumecheng-6396	241	25	proceedings	proceeding	NOUN
fumecheng-6396	241	26	;	;	PUNCT
fumecheng-6396	241	27	vol	vol	NOUN
fumecheng-6396	241	28	.	.	NOUN
fumecheng-6396	241	29	1	1	NUM
fumecheng-6396	241	30	,	,	PUNCT
fumecheng-6396	241	31	pp	pp	ADJ
fumecheng-6396	241	32	.	.	PUNCT
fumecheng-6396	242	1	217–220	217–220	NUM
fumecheng-6396	242	2	.	.	NOUN
fumecheng-6396	242	3	14	14	NUM
fumecheng-6396	242	4	.	.	PUNCT
fumecheng-6396	242	5	guyon	guyon	PROPN
fumecheng-6396	242	6	,	,	PUNCT
fumecheng-6396	242	7	i.	i.	PROPN
fumecheng-6396	242	8	,	,	PUNCT
fumecheng-6396	242	9	weston	weston	PROPN
fumecheng-6396	242	10	,	,	PUNCT
fumecheng-6396	242	11	j.	j.	PROPN
fumecheng-6396	242	12	,	,	PUNCT
fumecheng-6396	242	13	barnhill	barnhill	PROPN
fumecheng-6396	242	14	,	,	PUNCT
fumecheng-6396	242	15	s.	s.	PROPN
fumecheng-6396	242	16	,	,	PUNCT
fumecheng-6396	242	17	vapnik	vapnik	X
fumecheng-6396	242	18	,	,	PUNCT
fumecheng-6396	242	19	v.	v.	ADP
fumecheng-6396	242	20	,	,	PUNCT
fumecheng-6396	242	21	2002	2002	NUM
fumecheng-6396	242	22	,	,	PUNCT
fumecheng-6396	242	23	gene	gene	NOUN
fumecheng-6396	242	24	selection	selection	NOUN
fumecheng-6396	242	25	for	for	ADP
fumecheng-6396	242	26	cancer	cancer	NOUN
fumecheng-6396	242	27	classification	classification	NOUN
fumecheng-6396	242	28	using	use	VERB
fumecheng-6396	242	29	support	support	NOUN
fumecheng-6396	242	30	vector	vector	NOUN
fumecheng-6396	242	31	machines	machine	NOUN
fumecheng-6396	242	32	,	,	PUNCT
fumecheng-6396	242	33	machine	machine	NOUN
fumecheng-6396	242	34	learning	learning	NOUN
fumecheng-6396	242	35	,	,	PUNCT
fumecheng-6396	242	36	46(1/3	46(1/3	ADJ
fumecheng-6396	242	37	)	)	PUNCT
fumecheng-6396	242	38	,	,	PUNCT
fumecheng-6396	242	39	pp	pp	ADJ
fumecheng-6396	242	40	.	.	PUNCT
fumecheng-6396	243	1	389–422	389–422	NUM
fumecheng-6396	243	2	.	.	NOUN
fumecheng-6396	244	1	15	15	NUM
fumecheng-6396	244	2	.	.	X
fumecheng-6396	245	1	altman	altman	PROPN
fumecheng-6396	245	2	,	,	PUNCT
fumecheng-6396	245	3	n.s	n.s	PROPN
fumecheng-6396	245	4	.	.	PROPN
fumecheng-6396	245	5	,	,	PUNCT
fumecheng-6396	245	6	1992	1992	NUM
fumecheng-6396	245	7	,	,	PUNCT
fumecheng-6396	245	8	an	an	DET
fumecheng-6396	245	9	introduction	introduction	NOUN
fumecheng-6396	245	10	to	to	ADP
fumecheng-6396	245	11	kernel	kernel	PROPN
fumecheng-6396	245	12	and	and	CCONJ
fumecheng-6396	245	13	nearest	nearest	ADJ
fumecheng-6396	245	14	-	-	PUNCT
fumecheng-6396	245	15	neighbor	neighbor	NOUN
fumecheng-6396	245	16	nonparametric	nonparametric	NOUN
fumecheng-6396	245	17	regression	regression	NOUN
fumecheng-6396	245	18	,	,	PUNCT
fumecheng-6396	245	19	the	the	DET
fumecheng-6396	245	20	american	american	PROPN
fumecheng-6396	245	21	statistician	statistician	PROPN
fumecheng-6396	245	22	,	,	PUNCT
fumecheng-6396	245	23	46(3	46(3	NOUN
fumecheng-6396	245	24	)	)	PUNCT
fumecheng-6396	245	25	,	,	PUNCT
fumecheng-6396	245	26	pp	pp	ADP
fumecheng-6396	245	27	.	.	PUNCT
fumecheng-6396	246	1	175–185	175–185	NUM
fumecheng-6396	246	2	.	.	X
fumecheng-6396	247	1	16	16	NUM
fumecheng-6396	247	2	.	.	PUNCT
fumecheng-6396	248	1	cortes	corte	NOUN
fumecheng-6396	248	2	,	,	PUNCT
fumecheng-6396	248	3	c.	c.	NOUN
fumecheng-6396	248	4	,	,	PUNCT
fumecheng-6396	248	5	vapnik	vapnik	X
fumecheng-6396	248	6	,	,	PUNCT
fumecheng-6396	248	7	v.	v.	ADP
fumecheng-6396	248	8	,	,	PUNCT
fumecheng-6396	248	9	1995	1995	NUM
fumecheng-6396	248	10	,	,	PUNCT
fumecheng-6396	248	11	support	support	NOUN
fumecheng-6396	248	12	-	-	PUNCT
fumecheng-6396	248	13	vector	vector	NOUN
fumecheng-6396	248	14	networks	network	NOUN
fumecheng-6396	248	15	,	,	PUNCT
fumecheng-6396	248	16	machine	machine	NOUN
fumecheng-6396	248	17	learning	learning	NOUN
fumecheng-6396	248	18	,	,	PUNCT
fumecheng-6396	248	19	20(3	20(3	NOUN
fumecheng-6396	248	20	)	)	PUNCT
fumecheng-6396	248	21	,	,	PUNCT
fumecheng-6396	248	22	pp	pp	ADP
fumecheng-6396	248	23	.	.	PUNCT
fumecheng-6396	249	1	273–297	273–297	NUM
fumecheng-6396	249	2	.	.	NOUN
fumecheng-6396	250	1	17	17	NUM
fumecheng-6396	250	2	.	.	PUNCT
fumecheng-6396	251	1	ho	ho	PROPN
fumecheng-6396	251	2	,	,	PUNCT
fumecheng-6396	251	3	t.k	t.k	PROPN
fumecheng-6396	251	4	.	.	PROPN
fumecheng-6396	251	5	,	,	PUNCT
fumecheng-6396	251	6	1995	1995	NUM
fumecheng-6396	251	7	,	,	PUNCT
fumecheng-6396	251	8	random	random	ADJ
fumecheng-6396	251	9	decision	decision	NOUN
fumecheng-6396	251	10	forests	forest	NOUN
fumecheng-6396	251	11	,	,	PUNCT
fumecheng-6396	251	12	in	in	ADP
fumecheng-6396	251	13	proceedings	proceeding	NOUN
fumecheng-6396	251	14	of	of	ADP
fumecheng-6396	251	15	3rd	3rd	ADJ
fumecheng-6396	251	16	international	international	ADJ
fumecheng-6396	251	17	conference	conference	NOUN
fumecheng-6396	251	18	on	on	ADP
fumecheng-6396	251	19	document	document	NOUN
fumecheng-6396	251	20	analysis	analysis	NOUN
fumecheng-6396	251	21	and	and	CCONJ
fumecheng-6396	251	22	recognition	recognition	NOUN
fumecheng-6396	251	23	;	;	PUNCT
fumecheng-6396	251	24	ieee	ieee	NOUN
fumecheng-6396	251	25	comput	comput	NOUN
fumecheng-6396	251	26	.	.	PUNCT
fumecheng-6396	252	1	soc	soc	PROPN
fumecheng-6396	252	2	.	.	PUNCT
fumecheng-6396	253	1	press	press	NOUN
fumecheng-6396	253	2	:	:	PUNCT
fumecheng-6396	253	3	montreal	montreal	PROPN
fumecheng-6396	253	4	,	,	PUNCT
fumecheng-6396	253	5	que	que	PROPN
fumecheng-6396	253	6	.	.	PROPN
fumecheng-6396	253	7	,	,	PUNCT
fumecheng-6396	253	8	canada	canada	PROPN
fumecheng-6396	253	9	,	,	PUNCT
fumecheng-6396	253	10	1995	1995	NUM
fumecheng-6396	253	11	;	;	PUNCT
fumecheng-6396	253	12	vol	vol	NOUN
fumecheng-6396	253	13	.	.	NOUN
fumecheng-6396	253	14	1	1	NUM
fumecheng-6396	253	15	,	,	PUNCT
fumecheng-6396	253	16	pp	pp	ADJ
fumecheng-6396	253	17	.	.	PUNCT
fumecheng-6396	254	1	278–282	278–282	NUM
fumecheng-6396	254	2	.	.	NOUN
fumecheng-6396	254	3	18	18	NUM
fumecheng-6396	254	4	.	.	PUNCT
fumecheng-6396	255	1	friedman	friedman	PROPN
fumecheng-6396	255	2	,	,	PUNCT
fumecheng-6396	255	3	j.h	j.h	PROPN
fumecheng-6396	255	4	.	.	PROPN
fumecheng-6396	255	5	,	,	PUNCT
fumecheng-6396	255	6	2001	2001	NUM
fumecheng-6396	255	7	,	,	PUNCT
fumecheng-6396	255	8	greedy	greedy	ADJ
fumecheng-6396	255	9	function	function	NOUN
fumecheng-6396	255	10	approximation	approximation	NOUN
fumecheng-6396	255	11	:	:	PUNCT
fumecheng-6396	255	12	a	a	DET
fumecheng-6396	255	13	gradient	gradient	ADJ
fumecheng-6396	255	14	boosting	boost	VERB
fumecheng-6396	255	15	machine	machine	NOUN
fumecheng-6396	255	16	,	,	PUNCT
fumecheng-6396	255	17	the	the	DET
fumecheng-6396	255	18	annals	annal	NOUN
fumecheng-6396	255	19	of	of	ADP
fumecheng-6396	255	20	statistics	statistic	NOUN
fumecheng-6396	255	21	,	,	PUNCT
fumecheng-6396	255	22	29(5	29(5	NUM
fumecheng-6396	255	23	)	)	PUNCT
fumecheng-6396	255	24	,	,	PUNCT
fumecheng-6396	255	25	pp	pp	ADJ
fumecheng-6396	255	26	.	.	PUNCT
fumecheng-6396	256	1	1189–1232	1189–1232	NUM
fumecheng-6396	256	2	.	.	PROPN
fumecheng-6396	257	1	19	19	NUM
fumecheng-6396	257	2	.	.	X
fumecheng-6396	257	3	breiman	breiman	PROPN
fumecheng-6396	257	4	,	,	PUNCT
fumecheng-6396	257	5	l.	l.	PROPN
fumecheng-6396	257	6	,	,	PUNCT
fumecheng-6396	257	7	1997	1997	NUM
fumecheng-6396	257	8	,	,	PUNCT
fumecheng-6396	257	9	arcing	arc	VERB
fumecheng-6396	257	10	the	the	DET
fumecheng-6396	257	11	edge	edge	NOUN
fumecheng-6396	257	12	,	,	PUNCT
fumecheng-6396	257	13	technical	technical	ADJ
fumecheng-6396	257	14	report	report	NOUN
fumecheng-6396	257	15	486	486	NUM
fumecheng-6396	257	16	.	.	PUNCT
fumecheng-6396	258	1	statistics	statistics	PROPN
fumecheng-6396	258	2	department	department	PROPN
fumecheng-6396	258	3	,	,	PUNCT
fumecheng-6396	258	4	university	university	PROPN
fumecheng-6396	258	5	of	of	ADP
fumecheng-6396	258	6	california	california	PROPN
fumecheng-6396	258	7	,	,	PUNCT
fumecheng-6396	258	8	berkeley	berkeley	PROPN
fumecheng-6396	258	9	.	.	PROPN
fumecheng-6396	259	1	20	20	NUM
fumecheng-6396	259	2	.	.	PUNCT
fumecheng-6396	260	1	lerman	lerman	NOUN
fumecheng-6396	260	2	,	,	PUNCT
fumecheng-6396	260	3	p.m.	p.m.	NOUN
fumecheng-6396	260	4	,	,	PUNCT
fumecheng-6396	260	5	1980	1980	NUM
fumecheng-6396	260	6	,	,	PUNCT
fumecheng-6396	260	7	fitting	fitting	ADJ
fumecheng-6396	260	8	segmented	segment	VERB
fumecheng-6396	260	9	regression	regression	NOUN
fumecheng-6396	260	10	models	model	NOUN
fumecheng-6396	260	11	by	by	ADP
fumecheng-6396	260	12	grid	grid	NOUN
fumecheng-6396	260	13	search	search	NOUN
fumecheng-6396	260	14	,	,	PUNCT
fumecheng-6396	260	15	journal	journal	NOUN
fumecheng-6396	260	16	of	of	ADP
fumecheng-6396	260	17	the	the	DET
fumecheng-6396	260	18	royal	royal	ADJ
fumecheng-6396	260	19	statistical	statistical	ADJ
fumecheng-6396	260	20	society	society	NOUN
fumecheng-6396	260	21	.	.	PUNCT
fumecheng-6396	261	1	series	series	PROPN
fumecheng-6396	261	2	c	c	PROPN
fumecheng-6396	261	3	(	(	PUNCT
fumecheng-6396	261	4	applied	apply	VERB
fumecheng-6396	261	5	statistics	statistic	NOUN
fumecheng-6396	261	6	)	)	PUNCT
fumecheng-6396	261	7	,	,	PUNCT
fumecheng-6396	261	8	29(1	29(1	NUM
fumecheng-6396	261	9	)	)	PUNCT
fumecheng-6396	261	10	,	,	PUNCT
fumecheng-6396	261	11	pp	pp	ADP
fumecheng-6396	261	12	.	.	PUNCT
fumecheng-6396	262	1	77–84	77–84	NOUN
fumecheng-6396	262	2	.	.	PUNCT
fumecheng-6396	263	1	21	21	NUM
fumecheng-6396	263	2	.	.	PUNCT
fumecheng-6396	264	1	pedregosa	pedregosa	PROPN
fumecheng-6396	264	2	,	,	PUNCT
fumecheng-6396	264	3	f.	f.	PROPN
fumecheng-6396	264	4	,	,	PUNCT
fumecheng-6396	264	5	varoquaux	varoquaux	PROPN
fumecheng-6396	264	6	,	,	PUNCT
fumecheng-6396	264	7	g.	g.	PROPN
fumecheng-6396	264	8	,	,	PUNCT
fumecheng-6396	264	9	gramfort	gramfort	NOUN
fumecheng-6396	264	10	,	,	PUNCT
fumecheng-6396	264	11	a.	a.	PROPN
fumecheng-6396	264	12	,	,	PUNCT
fumecheng-6396	264	13	michel	michel	PROPN
fumecheng-6396	264	14	,	,	PUNCT
fumecheng-6396	264	15	v.	v.	PROPN
fumecheng-6396	264	16	,	,	PUNCT
fumecheng-6396	264	17	thirion	thirion	NOUN
fumecheng-6396	264	18	,	,	PUNCT
fumecheng-6396	264	19	b.	b.	PROPN
fumecheng-6396	264	20	,	,	PUNCT
fumecheng-6396	264	21	grisel	grisel	PROPN
fumecheng-6396	264	22	,	,	PUNCT
fumecheng-6396	264	23	o.	o.	PROPN
fumecheng-6396	264	24	,	,	PUNCT
fumecheng-6396	264	25	blondel	blondel	NOUN
fumecheng-6396	264	26	,	,	PUNCT
fumecheng-6396	264	27	m.	m.	NOUN
fumecheng-6396	264	28	,	,	PUNCT
fumecheng-6396	264	29	prettenhofer	prettenhofer	NOUN
fumecheng-6396	264	30	,	,	PUNCT
fumecheng-6396	264	31	p.	p.	PROPN
fumecheng-6396	264	32	,	,	PUNCT
fumecheng-6396	264	33	weiss	weiss	PROPN
fumecheng-6396	264	34	,	,	PUNCT
fumecheng-6396	264	35	r.	r.	PROPN
fumecheng-6396	264	36	,	,	PUNCT
fumecheng-6396	264	37	dubourg	dubourg	NOUN
fumecheng-6396	264	38	,	,	PUNCT
fumecheng-6396	264	39	v.	v.	ADV
fumecheng-6396	264	40	,	,	PUNCT
fumecheng-6396	264	41	vanderplas	vanderplas	PROPN
fumecheng-6396	264	42	,	,	PUNCT
fumecheng-6396	264	43	j.	j.	PROPN
fumecheng-6396	264	44	,	,	PUNCT
fumecheng-6396	264	45	passos	passos	PROPN
fumecheng-6396	264	46	,	,	PUNCT
fumecheng-6396	264	47	a.	a.	NOUN
fumecheng-6396	264	48	,	,	PUNCT
fumecheng-6396	264	49	cournapeau	cournapeau	PROPN
fumecheng-6396	264	50	,	,	PUNCT
fumecheng-6396	264	51	d.	d.	PROPN
fumecheng-6396	264	52	,	,	PUNCT
fumecheng-6396	264	53	brucher	brucher	ADJ
fumecheng-6396	264	54	,	,	PUNCT
fumecheng-6396	264	55	m.	m.	NOUN
fumecheng-6396	264	56	,	,	PUNCT
fumecheng-6396	264	57	perrot	perrot	PROPN
fumecheng-6396	264	58	,	,	PUNCT
fumecheng-6396	264	59	m.	m.	NOUN
fumecheng-6396	264	60	,	,	PUNCT
fumecheng-6396	264	61	duchesnay	duchesnay	PROPN
fumecheng-6396	264	62	,	,	PUNCT
fumecheng-6396	264	63	é	é	PROPN
fumecheng-6396	264	64	.	.	PROPN
fumecheng-6396	264	65	,	,	PUNCT
fumecheng-6396	264	66	2011	2011	NUM
fumecheng-6396	264	67	,	,	PUNCT
fumecheng-6396	264	68	scikit	scikit	NOUN
fumecheng-6396	264	69	-	-	PUNCT
fumecheng-6396	264	70	learn	learn	VERB
fumecheng-6396	264	71	:	:	PUNCT
fumecheng-6396	264	72	machine	machine	NOUN
fumecheng-6396	264	73	learning	learning	NOUN
fumecheng-6396	264	74	in	in	ADP
fumecheng-6396	264	75	python	python	PROPN
fumecheng-6396	264	76	,	,	PUNCT
fumecheng-6396	264	77	journal	journal	NOUN
fumecheng-6396	264	78	of	of	ADP
fumecheng-6396	264	79	machine	machine	NOUN
fumecheng-6396	264	80	learning	learn	VERB
fumecheng-6396	264	81	research	research	NOUN
fumecheng-6396	264	82	,	,	PUNCT
fumecheng-6396	264	83	12(85	12(85	NUM
fumecheng-6396	264	84	)	)	PUNCT
fumecheng-6396	264	85	,	,	PUNCT
fumecheng-6396	264	86	pp	pp	ADP
fumecheng-6396	264	87	.	.	PUNCT
fumecheng-6396	265	1	2825–2830	2825–2830	NUM
fumecheng-6396	265	2	.	.	PUNCT
fumecheng-6396	266	1	22	22	NUM
fumecheng-6396	266	2	.	.	PUNCT
fumecheng-6396	267	1	korunović	korunović	PROPN
fumecheng-6396	267	2	,	,	PUNCT
fumecheng-6396	267	3	n.	n.	NOUN
fumecheng-6396	267	4	,	,	PUNCT
fumecheng-6396	267	5	zdravković	zdravković	NOUN
fumecheng-6396	267	6	,	,	PUNCT
fumecheng-6396	267	7	m.	m.	NOUN
fumecheng-6396	267	8	,	,	PUNCT
fumecheng-6396	267	9	2020	2020	NUM
fumecheng-6396	267	10	,	,	PUNCT
fumecheng-6396	267	11	geometry	geometry	NOUN
fumecheng-6396	267	12	and	and	CCONJ
fumecheng-6396	267	13	physical	physical	ADJ
fumecheng-6396	267	14	properties	property	NOUN
fumecheng-6396	267	15	of	of	ADP
fumecheng-6396	267	16	fixator	fixator	NOUN
fumecheng-6396	267	17	,	,	PUNCT
fumecheng-6396	267	18	dataset	dataset	NOUN
fumecheng-6396	267	19	.	.	PUNCT
fumecheng-6396	268	1	https://doi.org/10.34740/kaggle/dsv/1114146	https://doi.org/10.34740/kaggle/dsv/1114146	PROPN
fumecheng-6396	268	2	.	.	PUNCT