id	sid	tid	token	lemma	pos
app01-8295	1	1	acta	acta	PROPN
app01-8295	1	2	polytechnica	polytechnica	PROPN
app01-8295	1	3	ctu	ctu	NOUN
app01-8295	1	4	proceedings	proceeding	NOUN
app01-8295	1	5	https://doi.org/10.14311/app.2022.38.0169	https://doi.org/10.14311/app.2022.38.0169	PROPN
app01-8295	1	6	acta	acta	PROPN
app01-8295	1	7	polytechnica	polytechnica	PROPN
app01-8295	1	8	ctu	ctu	PROPN
app01-8295	1	9	proceedings	proceeding	NOUN
app01-8295	1	10	38:169–175	38:169–175	NUM
app01-8295	1	11	,	,	PUNCT
app01-8295	1	12	2022	2022	NUM
app01-8295	1	13	©	©	ADP
app01-8295	1	14	2022	2022	NUM
app01-8295	1	15	the	the	DET
app01-8295	1	16	author(s	author(s	NOUN
app01-8295	1	17	)	)	PUNCT
app01-8295	1	18	.	.	PUNCT
app01-8295	2	1	licensed	license	VERB
app01-8295	2	2	under	under	ADP
app01-8295	2	3	a	a	DET
app01-8295	2	4	cc	cc	NOUN
app01-8295	2	5	-	-	PUNCT
app01-8295	2	6	by	by	ADP
app01-8295	2	7	4.0	4.0	NUM
app01-8295	2	8	licence	licence	NOUN
app01-8295	2	9	published	publish	VERB
app01-8295	2	10	by	by	ADP
app01-8295	2	11	the	the	DET
app01-8295	2	12	czech	czech	PROPN
app01-8295	2	13	technical	technical	PROPN
app01-8295	2	14	university	university	PROPN
app01-8295	2	15	in	in	ADP
app01-8295	2	16	prague	prague	PROPN
app01-8295	2	17	exploring	explore	VERB
app01-8295	2	18	machine	machine	NOUN
app01-8295	2	19	learning	learning	NOUN
app01-8295	2	20	-	-	PUNCT
app01-8295	2	21	based	base	VERB
app01-8295	2	22	archetypes	archetype	NOUN
app01-8295	2	23	for	for	ADP
app01-8295	2	24	urban	urban	ADJ
app01-8295	2	25	life	life	NOUN
app01-8295	2	26	cycle	cycle	NOUN
app01-8295	2	27	modeling	modeling	NOUN
app01-8295	2	28	(	(	PUNCT
app01-8295	2	29	ubim	ubim	NOUN
app01-8295	2	30	)	)	PUNCT
app01-8295	2	31	giseli	giseli	NOUN
app01-8295	2	32	mary	mary	PROPN
app01-8295	2	33	colleto	colleto	PROPN
app01-8295	2	34	,	,	PUNCT
app01-8295	2	35	vanessa	vanessa	PROPN
app01-8295	2	36	gomes∗	gomes∗	PROPN
app01-8295	2	37	university	university	PROPN
app01-8295	2	38	of	of	ADP
app01-8295	2	39	campinas	campinas	PROPN
app01-8295	2	40	,	,	PUNCT
app01-8295	2	41	school	school	NOUN
app01-8295	2	42	of	of	ADP
app01-8295	2	43	civil	civil	ADJ
app01-8295	2	44	engineering	engineering	NOUN
app01-8295	2	45	and	and	CCONJ
app01-8295	2	46	architecture	architecture	NOUN
app01-8295	2	47	and	and	CCONJ
app01-8295	2	48	urbanism	urbanism	NOUN
app01-8295	2	49	,	,	PUNCT
app01-8295	2	50	rua	rua	PROPN
app01-8295	2	51	saturnino	saturnino	PROPN
app01-8295	2	52	de	de	PROPN
app01-8295	2	53	brito	brito	PROPN
app01-8295	2	54	,	,	PUNCT
app01-8295	2	55	n	n	CCONJ
app01-8295	2	56	°	°	NUM
app01-8295	2	57	224	224	NUM
app01-8295	2	58	,	,	PUNCT
app01-8295	2	59	cidade	cidade	NOUN
app01-8295	2	60	universitária	universitária	PROPN
app01-8295	2	61	zeferino	zeferino	PROPN
app01-8295	2	62	vaz	vaz	PROPN
app01-8295	2	63	.	.	PUNCT
app01-8295	3	1	cep	cep	PROPN
app01-8295	3	2	:	:	PUNCT
app01-8295	3	3	13083	13083	NUM
app01-8295	3	4	-	-	SYM
app01-8295	3	5	889	889	NUM
app01-8295	3	6	–	–	PUNCT
app01-8295	3	7	campinas	campinas	PROPN
app01-8295	3	8	–	–	PUNCT
app01-8295	3	9	são	são	PROPN
app01-8295	3	10	paulo	paulo	PROPN
app01-8295	3	11	,	,	PUNCT
app01-8295	3	12	brazil	brazil	PROPN
app01-8295	3	13	∗	∗	NOUN
app01-8295	3	14	corresponding	correspond	VERB
app01-8295	3	15	author	author	NOUN
app01-8295	3	16	:	:	PUNCT
app01-8295	3	17	vangomes@unicamp.br	vangomes@unicamp.br	PROPN
app01-8295	3	18	abstract	abstract	ADJ
app01-8295	3	19	.	.	PUNCT
app01-8295	4	1	urban	urban	ADJ
app01-8295	4	2	analyses	analysis	NOUN
app01-8295	4	3	demand	demand	NOUN
app01-8295	4	4	simplifications	simplification	NOUN
app01-8295	4	5	that	that	PRON
app01-8295	4	6	balance	balance	NOUN
app01-8295	4	7	modelling	modelling	NOUN
app01-8295	4	8	level	level	NOUN
app01-8295	4	9	of	of	ADP
app01-8295	4	10	detail	detail	NOUN
app01-8295	4	11	and	and	CCONJ
app01-8295	4	12	scope	scope	NOUN
app01-8295	4	13	broadness	broadness	NOUN
app01-8295	4	14	.	.	PUNCT
app01-8295	5	1	thus	thus	ADV
app01-8295	5	2	,	,	PUNCT
app01-8295	5	3	classification	classification	NOUN
app01-8295	5	4	by	by	ADP
app01-8295	5	5	archetypes	archetype	NOUN
app01-8295	5	6	is	be	AUX
app01-8295	5	7	a	a	DET
app01-8295	5	8	promising	promising	ADJ
app01-8295	5	9	methodological	methodological	ADJ
app01-8295	5	10	approach	approach	NOUN
app01-8295	5	11	.	.	PUNCT
app01-8295	6	1	such	such	DET
app01-8295	6	2	an	an	DET
app01-8295	6	3	approach	approach	NOUN
app01-8295	6	4	is	be	AUX
app01-8295	6	5	common	common	ADJ
app01-8295	6	6	for	for	ADP
app01-8295	6	7	energy	energy	NOUN
app01-8295	6	8	studies	study	NOUN
app01-8295	6	9	but	but	CCONJ
app01-8295	6	10	rarely	rarely	ADV
app01-8295	6	11	applied	apply	VERB
app01-8295	6	12	for	for	ADP
app01-8295	6	13	life	life	NOUN
app01-8295	6	14	cycle	cycle	NOUN
app01-8295	6	15	assessment	assessment	NOUN
app01-8295	6	16	(	(	PUNCT
app01-8295	6	17	lca	lca	PROPN
app01-8295	6	18	)	)	PUNCT
app01-8295	6	19	purposes	purpose	NOUN
app01-8295	6	20	.	.	PUNCT
app01-8295	7	1	when	when	SCONJ
app01-8295	7	2	archetypes	archetype	NOUN
app01-8295	7	3	are	be	AUX
app01-8295	7	4	used	use	VERB
app01-8295	7	5	in	in	ADP
app01-8295	7	6	urban	urban	ADJ
app01-8295	7	7	lca	lca	PROPN
app01-8295	7	8	,	,	PUNCT
app01-8295	7	9	they	they	PRON
app01-8295	7	10	generally	generally	ADV
app01-8295	7	11	result	result	VERB
app01-8295	7	12	from	from	ADP
app01-8295	7	13	previous	previous	ADJ
app01-8295	7	14	studies	study	NOUN
app01-8295	7	15	for	for	ADP
app01-8295	7	16	classification	classification	NOUN
app01-8295	7	17	and	and	CCONJ
app01-8295	7	18	characterization	characterization	NOUN
app01-8295	7	19	according	accord	VERB
app01-8295	7	20	to	to	ADP
app01-8295	7	21	parameters	parameter	NOUN
app01-8295	7	22	that	that	PRON
app01-8295	7	23	directly	directly	ADV
app01-8295	7	24	affect	affect	VERB
app01-8295	7	25	the	the	DET
app01-8295	7	26	operational	operational	ADJ
app01-8295	7	27	energy	energy	NOUN
app01-8295	7	28	performance	performance	NOUN
app01-8295	7	29	of	of	ADP
app01-8295	7	30	buildings	building	NOUN
app01-8295	7	31	.	.	PUNCT
app01-8295	8	1	this	this	DET
app01-8295	8	2	paper	paper	NOUN
app01-8295	8	3	tackles	tackle	VERB
app01-8295	8	4	two	two	NUM
app01-8295	8	5	research	research	NOUN
app01-8295	8	6	questions	question	NOUN
app01-8295	8	7	:	:	PUNCT
app01-8295	8	8	i	i	NOUN
app01-8295	8	9	)	)	PUNCT
app01-8295	8	10	is	be	AUX
app01-8295	8	11	it	it	PRON
app01-8295	8	12	appropriate	appropriate	ADJ
app01-8295	8	13	to	to	PART
app01-8295	8	14	aggregate	aggregate	VERB
app01-8295	8	15	building	building	NOUN
app01-8295	8	16	stocks	stock	NOUN
app01-8295	8	17	based	base	VERB
app01-8295	8	18	on	on	ADP
app01-8295	8	19	operational	operational	ADJ
app01-8295	8	20	energy	energy	NOUN
app01-8295	8	21	(	(	PUNCT
app01-8295	8	22	oe	oe	NOUN
app01-8295	8	23	)	)	PUNCT
app01-8295	8	24	variables	variable	NOUN
app01-8295	8	25	when	when	SCONJ
app01-8295	8	26	life	life	NOUN
app01-8295	8	27	cycle	cycle	NOUN
app01-8295	8	28	impacts	impact	NOUN
app01-8295	8	29	are	be	AUX
app01-8295	8	30	investigated	investigate	VERB
app01-8295	8	31	?	?	PUNCT
app01-8295	9	1	ii	ii	X
app01-8295	9	2	)	)	PUNCT
app01-8295	9	3	when	when	SCONJ
app01-8295	9	4	integrated	integrated	ADJ
app01-8295	9	5	lca	lca	PROPN
app01-8295	9	6	(	(	PUNCT
app01-8295	9	7	oe	oe	PROPN
app01-8295	9	8	+	+	CCONJ
app01-8295	9	9	embodied	embodied	ADJ
app01-8295	9	10	impacts	impact	NOUN
app01-8295	9	11	)	)	PUNCT
app01-8295	9	12	is	be	AUX
app01-8295	9	13	pursued	pursue	VERB
app01-8295	9	14	,	,	PUNCT
app01-8295	9	15	would	would	AUX
app01-8295	9	16	variables	variable	NOUN
app01-8295	9	17	describing	describe	VERB
app01-8295	9	18	both	both	DET
app01-8295	9	19	interests	interest	NOUN
app01-8295	9	20	simultaneously	simultaneously	ADV
app01-8295	9	21	result	result	VERB
app01-8295	9	22	in	in	ADP
app01-8295	9	23	better	well	ADJ
app01-8295	9	24	representation	representation	NOUN
app01-8295	9	25	than	than	ADP
app01-8295	9	26	using	use	VERB
app01-8295	9	27	operational	operational	ADJ
app01-8295	9	28	energy	energy	NOUN
app01-8295	9	29	-	-	PUNCT
app01-8295	9	30	based	base	VERB
app01-8295	9	31	clustering	clustering	NOUN
app01-8295	9	32	to	to	PART
app01-8295	9	33	predict	predict	VERB
app01-8295	9	34	embodied	embodied	ADJ
app01-8295	9	35	impacts	impact	NOUN
app01-8295	9	36	and	and	CCONJ
app01-8295	9	37	vice	vice	NOUN
app01-8295	9	38	versa	versa	ADV
app01-8295	9	39	?	?	PUNCT
app01-8295	10	1	thus	thus	ADV
app01-8295	10	2	,	,	PUNCT
app01-8295	10	3	we	we	PRON
app01-8295	10	4	aim	aim	VERB
app01-8295	10	5	to	to	PART
app01-8295	10	6	confirm	confirm	VERB
app01-8295	10	7	that	that	PRON
app01-8295	10	8	,	,	PUNCT
app01-8295	10	9	combining	combine	VERB
app01-8295	10	10	variables	variable	NOUN
app01-8295	10	11	that	that	PRON
app01-8295	10	12	govern	govern	VERB
app01-8295	10	13	oe	oe	NOUN
app01-8295	10	14	and	and	CCONJ
app01-8295	10	15	embodied	embodied	ADJ
app01-8295	10	16	impacts	impact	NOUN
app01-8295	10	17	offers	offer	VERB
app01-8295	10	18	a	a	DET
app01-8295	10	19	better	well	ADJ
app01-8295	10	20	result	result	NOUN
app01-8295	10	21	than	than	ADP
app01-8295	10	22	using	use	VERB
app01-8295	10	23	oe	oe	PROPN
app01-8295	10	24	to	to	PART
app01-8295	10	25	predict	predict	VERB
app01-8295	10	26	materials	material	NOUN
app01-8295	10	27	groupings	grouping	NOUN
app01-8295	10	28	,	,	PUNCT
app01-8295	10	29	even	even	ADV
app01-8295	10	30	if	if	SCONJ
app01-8295	10	31	some	some	DET
app01-8295	10	32	adherence	adherence	NOUN
app01-8295	10	33	is	be	AUX
app01-8295	10	34	lost	lose	VERB
app01-8295	10	35	relatively	relatively	ADV
app01-8295	10	36	to	to	ADP
app01-8295	10	37	single	single	ADJ
app01-8295	10	38	-	-	PUNCT
app01-8295	10	39	objective	objective	ADJ
app01-8295	10	40	clustering	clustering	NOUN
app01-8295	10	41	.	.	PUNCT
app01-8295	11	1	clustering	cluster	VERB
app01-8295	11	2	experiments	experiment	NOUN
app01-8295	11	3	were	be	AUX
app01-8295	11	4	carried	carry	VERB
app01-8295	11	5	out	out	ADP
app01-8295	11	6	for	for	ADP
app01-8295	11	7	the	the	DET
app01-8295	11	8	campus	campus	NOUN
app01-8295	11	9	of	of	ADP
app01-8295	11	10	the	the	DET
app01-8295	11	11	university	university	PROPN
app01-8295	11	12	of	of	ADP
app01-8295	11	13	campinas	campinas	PROPN
app01-8295	11	14	,	,	PUNCT
app01-8295	11	15	brazil	brazil	PROPN
app01-8295	11	16	.	.	PUNCT
app01-8295	12	1	after	after	ADP
app01-8295	12	2	unsupervised	unsupervised	ADJ
app01-8295	12	3	k	k	PROPN
app01-8295	12	4	-	-	PROPN
app01-8295	12	5	medoid	medoid	PROPN
app01-8295	12	6	(	(	PUNCT
app01-8295	12	7	pam	pam	NOUN
app01-8295	12	8	)	)	PUNCT
app01-8295	12	9	grouping	grouping	NOUN
app01-8295	12	10	,	,	PUNCT
app01-8295	12	11	the	the	DET
app01-8295	12	12	data	datum	NOUN
app01-8295	12	13	were	be	AUX
app01-8295	12	14	submitted	submit	VERB
app01-8295	12	15	to	to	ADP
app01-8295	12	16	a	a	DET
app01-8295	12	17	supervised	supervised	ADJ
app01-8295	12	18	learning	learning	NOUN
app01-8295	12	19	(	(	PUNCT
app01-8295	12	20	neural	neural	ADJ
app01-8295	12	21	networks	network	NOUN
app01-8295	12	22	)	)	PUNCT
app01-8295	12	23	classification	classification	NOUN
app01-8295	12	24	method	method	NOUN
app01-8295	12	25	.	.	PUNCT
app01-8295	13	1	generated	generate	VERB
app01-8295	13	2	confusion	confusion	NOUN
app01-8295	13	3	matrices	matrix	NOUN
app01-8295	13	4	demonstrate	demonstrate	VERB
app01-8295	13	5	how	how	SCONJ
app01-8295	13	6	adherent	adherent	ADJ
app01-8295	13	7	the	the	DET
app01-8295	13	8	clustering	clustering	NOUN
app01-8295	13	9	is	be	AUX
app01-8295	13	10	when	when	SCONJ
app01-8295	13	11	considering	consider	VERB
app01-8295	13	12	one	one	NUM
app01-8295	13	13	interest	interest	NOUN
app01-8295	13	14	to	to	PART
app01-8295	13	15	predict	predict	VERB
app01-8295	13	16	the	the	DET
app01-8295	13	17	other	other	ADJ
app01-8295	13	18	in	in	ADP
app01-8295	13	19	three	three	NUM
app01-8295	13	20	situations	situation	NOUN
app01-8295	13	21	.	.	PUNCT
app01-8295	14	1	results	result	NOUN
app01-8295	14	2	indicate	indicate	VERB
app01-8295	14	3	that	that	SCONJ
app01-8295	14	4	an	an	DET
app01-8295	14	5	operational	operational	ADJ
app01-8295	14	6	energy	energy	NOUN
app01-8295	14	7	-	-	PUNCT
app01-8295	14	8	driven	drive	VERB
app01-8295	14	9	archetype	archetype	NOUN
app01-8295	14	10	fails	fail	VERB
app01-8295	14	11	to	to	PART
app01-8295	14	12	represent	represent	VERB
app01-8295	14	13	buildings	building	NOUN
app01-8295	14	14	from	from	ADP
app01-8295	14	15	the	the	DET
app01-8295	14	16	embodied	embody	VERB
app01-8295	14	17	impacts	impact	NOUN
app01-8295	14	18	viewpoint	viewpoint	NOUN
app01-8295	14	19	,	,	PUNCT
app01-8295	14	20	and	and	CCONJ
app01-8295	14	21	that	that	SCONJ
app01-8295	14	22	merging	merge	VERB
app01-8295	14	23	operational	operational	ADJ
app01-8295	14	24	energy	energy	NOUN
app01-8295	14	25	and	and	CCONJ
app01-8295	14	26	embodied	embody	VERB
app01-8295	14	27	impact	impact	NOUN
app01-8295	14	28	variables	variable	NOUN
app01-8295	14	29	would	would	AUX
app01-8295	14	30	better	well	ADV
app01-8295	14	31	support	support	VERB
app01-8295	14	32	integrated	integrate	VERB
app01-8295	14	33	life	life	NOUN
app01-8295	14	34	cycle	cycle	NOUN
app01-8295	14	35	impact	impact	NOUN
app01-8295	14	36	predictions	prediction	NOUN
app01-8295	14	37	.	.	PUNCT
app01-8295	15	1	keywords	keyword	NOUN
app01-8295	15	2	:	:	PUNCT
app01-8295	15	3	archetypes	archetype	NOUN
app01-8295	15	4	,	,	PUNCT
app01-8295	15	5	building	build	VERB
app01-8295	15	6	stock	stock	NOUN
app01-8295	15	7	aggregation	aggregation	NOUN
app01-8295	15	8	,	,	PUNCT
app01-8295	15	9	clustering	clustering	NOUN
app01-8295	15	10	,	,	PUNCT
app01-8295	15	11	lca	lca	PROPN
app01-8295	15	12	,	,	PUNCT
app01-8295	15	13	life	life	NOUN
app01-8295	15	14	cycle	cycle	NOUN
app01-8295	15	15	impacts	impact	NOUN
app01-8295	15	16	,	,	PUNCT
app01-8295	15	17	urban	urban	ADJ
app01-8295	15	18	modelling	modelling	NOUN
app01-8295	15	19	.	.	PUNCT
app01-8295	16	1	1	1	X
app01-8295	16	2	.	.	X
app01-8295	16	3	introduction	introduction	NOUN
app01-8295	16	4	considering	consider	VERB
app01-8295	16	5	the	the	DET
app01-8295	16	6	growth	growth	NOUN
app01-8295	16	7	projected	project	VERB
app01-8295	16	8	for	for	ADP
app01-8295	16	9	cities	city	NOUN
app01-8295	16	10	over	over	ADP
app01-8295	16	11	the	the	DET
app01-8295	16	12	next	next	ADJ
app01-8295	16	13	decades	decade	NOUN
app01-8295	16	14	,	,	PUNCT
app01-8295	16	15	achieving	achieve	VERB
app01-8295	16	16	established	establish	VERB
app01-8295	16	17	energy	energy	NOUN
app01-8295	16	18	use	use	NOUN
app01-8295	16	19	goals	goal	NOUN
app01-8295	16	20	become	become	VERB
app01-8295	16	21	indispensable	indispensable	ADJ
app01-8295	16	22	to	to	PART
app01-8295	16	23	mitigate	mitigate	VERB
app01-8295	16	24	urban	urban	ADJ
app01-8295	16	25	environmental	environmental	ADJ
app01-8295	16	26	impacts	impact	NOUN
app01-8295	16	27	.	.	PUNCT
app01-8295	17	1	estimating	estimate	VERB
app01-8295	17	2	and	and	CCONJ
app01-8295	17	3	understanding	understand	VERB
app01-8295	17	4	environmental	environmental	ADJ
app01-8295	17	5	impacts	impact	NOUN
app01-8295	17	6	,	,	PUNCT
app01-8295	17	7	both	both	CCONJ
app01-8295	17	8	operational	operational	ADJ
app01-8295	17	9	and	and	CCONJ
app01-8295	17	10	embodied	embody	VERB
app01-8295	17	11	,	,	PUNCT
app01-8295	17	12	are	be	AUX
app01-8295	17	13	essential	essential	ADJ
app01-8295	17	14	to	to	PART
app01-8295	17	15	assist	assist	VERB
app01-8295	17	16	in	in	ADP
app01-8295	17	17	evaluating	evaluate	VERB
app01-8295	17	18	and	and	CCONJ
app01-8295	17	19	monitoring	monitor	VERB
app01-8295	17	20	performance	performance	NOUN
app01-8295	17	21	and	and	CCONJ
app01-8295	17	22	to	to	PART
app01-8295	17	23	support	support	VERB
app01-8295	17	24	strategic	strategic	ADJ
app01-8295	17	25	planning	planning	NOUN
app01-8295	17	26	and	and	CCONJ
app01-8295	17	27	the	the	DET
app01-8295	17	28	formulation	formulation	NOUN
app01-8295	17	29	of	of	ADP
app01-8295	17	30	energy	energy	NOUN
app01-8295	17	31	and	and	CCONJ
app01-8295	17	32	environmental	environmental	ADJ
app01-8295	17	33	policies	policy	NOUN
app01-8295	17	34	for	for	ADP
app01-8295	17	35	sustainable	sustainable	ADJ
app01-8295	17	36	development	development	NOUN
app01-8295	17	37	.	.	PUNCT
app01-8295	18	1	from	from	ADP
app01-8295	18	2	the	the	DET
app01-8295	18	3	environmental	environmental	ADJ
app01-8295	18	4	charges	charge	NOUN
app01-8295	18	5	induced	induce	VERB
app01-8295	18	6	by	by	ADP
app01-8295	18	7	the	the	DET
app01-8295	18	8	construction	construction	NOUN
app01-8295	18	9	sector	sector	NOUN
app01-8295	18	10	,	,	PUNCT
app01-8295	18	11	studies	study	NOUN
app01-8295	18	12	are	be	AUX
app01-8295	18	13	increasingly	increasingly	ADV
app01-8295	18	14	focusing	focus	VERB
app01-8295	18	15	on	on	ADP
app01-8295	18	16	simultaneously	simultaneously	ADV
app01-8295	18	17	reducing	reduce	VERB
app01-8295	18	18	operational	operational	ADJ
app01-8295	18	19	energy	energy	NOUN
app01-8295	18	20	(	(	PUNCT
app01-8295	18	21	oe	oe	PROPN
app01-8295	18	22	)	)	PUNCT
app01-8295	18	23	and	and	CCONJ
app01-8295	18	24	embodied	embody	VERB
app01-8295	18	25	impacts	impact	NOUN
app01-8295	18	26	[	[	X
app01-8295	18	27	1	1	NUM
app01-8295	18	28	,	,	PUNCT
app01-8295	18	29	2	2	NUM
app01-8295	18	30	]	]	PUNCT
app01-8295	18	31	as	as	ADP
app01-8295	18	32	a	a	DET
app01-8295	18	33	decision	decision	NOUN
app01-8295	18	34	-	-	PUNCT
app01-8295	18	35	making	make	VERB
app01-8295	18	36	ais	ais	NOUN
app01-8295	18	37	.	.	PUNCT
app01-8295	19	1	to	to	PART
app01-8295	19	2	avoid	avoid	VERB
app01-8295	19	3	that	that	SCONJ
app01-8295	19	4	only	only	ADJ
app01-8295	19	5	impacts	impact	NOUN
app01-8295	19	6	during	during	ADP
app01-8295	19	7	the	the	DET
app01-8295	19	8	operational	operational	ADJ
app01-8295	19	9	phase	phase	NOUN
app01-8295	19	10	of	of	ADP
app01-8295	19	11	buildings	building	NOUN
app01-8295	19	12	are	be	AUX
app01-8295	19	13	considered	consider	VERB
app01-8295	19	14	[	[	PUNCT
app01-8295	19	15	3	3	NUM
app01-8295	19	16	]	]	PUNCT
app01-8295	19	17	,	,	PUNCT
app01-8295	19	18	life	life	NOUN
app01-8295	19	19	cycle	cycle	NOUN
app01-8295	19	20	assessment	assessment	NOUN
app01-8295	19	21	(	(	PUNCT
app01-8295	19	22	lca	lca	PROPN
app01-8295	19	23	)	)	PUNCT
app01-8295	19	24	and	and	CCONJ
app01-8295	19	25	energy	energy	NOUN
app01-8295	19	26	simulations	simulation	NOUN
app01-8295	19	27	must	must	AUX
app01-8295	19	28	be	be	AUX
app01-8295	19	29	integrated	integrate	VERB
app01-8295	19	30	[	[	PUNCT
app01-8295	19	31	4	4	NUM
app01-8295	19	32	]	]	PUNCT
app01-8295	19	33	,	,	PUNCT
app01-8295	19	34	to	to	PART
app01-8295	19	35	consider	consider	VERB
app01-8295	19	36	environmental	environmental	ADJ
app01-8295	19	37	burden	burden	NOUN
app01-8295	19	38	over	over	ADP
app01-8295	19	39	a	a	DET
app01-8295	19	40	building	building	NOUN
app01-8295	19	41	’s	’s	PART
app01-8295	19	42	entire	entire	ADJ
app01-8295	19	43	life	life	NOUN
app01-8295	19	44	cycle	cycle	NOUN
app01-8295	19	45	.	.	PUNCT
app01-8295	20	1	life	life	NOUN
app01-8295	20	2	cycle	cycle	NOUN
app01-8295	20	3	assessments	assessment	NOUN
app01-8295	20	4	at	at	ADP
app01-8295	20	5	individual	individual	ADJ
app01-8295	20	6	building	building	NOUN
app01-8295	20	7	scale	scale	NOUN
app01-8295	20	8	have	have	AUX
app01-8295	20	9	already	already	ADV
app01-8295	20	10	been	be	AUX
app01-8295	20	11	extensively	extensively	ADV
app01-8295	20	12	covered	cover	VERB
app01-8295	20	13	by	by	ADP
app01-8295	20	14	literature	literature	NOUN
app01-8295	20	15	[	[	X
app01-8295	20	16	5	5	NUM
app01-8295	20	17	]	]	PUNCT
app01-8295	20	18	.	.	PUNCT
app01-8295	21	1	however	however	ADV
app01-8295	21	2	,	,	PUNCT
app01-8295	21	3	the	the	DET
app01-8295	21	4	need	need	NOUN
app01-8295	21	5	to	to	PART
app01-8295	21	6	mitigate	mitigate	VERB
app01-8295	21	7	local	local	ADJ
app01-8295	21	8	and	and	CCONJ
app01-8295	21	9	global	global	ADJ
app01-8295	21	10	impacts	impact	NOUN
app01-8295	21	11	to	to	PART
app01-8295	21	12	adapt	adapt	VERB
app01-8295	21	13	to	to	ADP
app01-8295	21	14	the	the	DET
app01-8295	21	15	limitations	limitation	NOUN
app01-8295	21	16	of	of	ADP
app01-8295	21	17	available	available	ADJ
app01-8295	21	18	resources	resource	NOUN
app01-8295	21	19	[	[	X
app01-8295	21	20	6	6	NUM
app01-8295	21	21	]	]	PUNCT
app01-8295	21	22	makes	make	VERB
app01-8295	21	23	environmental	environmental	ADJ
app01-8295	21	24	assessment	assessment	NOUN
app01-8295	21	25	at	at	ADP
app01-8295	21	26	the	the	DET
app01-8295	21	27	urban	urban	ADJ
app01-8295	21	28	scale	scale	NOUN
app01-8295	21	29	increasingly	increasingly	ADV
app01-8295	21	30	necessary	necessary	ADJ
app01-8295	21	31	for	for	ADP
app01-8295	21	32	sustainable	sustainable	ADJ
app01-8295	21	33	planning	planning	NOUN
app01-8295	21	34	.	.	PUNCT
app01-8295	22	1	assessments	assessment	NOUN
app01-8295	22	2	and	and	CCONJ
app01-8295	22	3	simulations	simulation	NOUN
app01-8295	22	4	of	of	ADP
app01-8295	22	5	the	the	DET
app01-8295	22	6	urban	urban	ADJ
app01-8295	22	7	tissue	tissue	NOUN
app01-8295	22	8	are	be	AUX
app01-8295	22	9	even	even	ADV
app01-8295	22	10	more	more	ADV
app01-8295	22	11	complex	complex	ADJ
app01-8295	22	12	as	as	SCONJ
app01-8295	22	13	they	they	PRON
app01-8295	22	14	face	face	VERB
app01-8295	22	15	a	a	DET
app01-8295	22	16	series	series	NOUN
app01-8295	22	17	of	of	ADP
app01-8295	22	18	challenges	challenge	NOUN
app01-8295	22	19	imposed	impose	VERB
app01-8295	22	20	by	by	ADP
app01-8295	22	21	the	the	DET
app01-8295	22	22	scale	scale	NOUN
app01-8295	22	23	,	,	PUNCT
app01-8295	22	24	complexity	complexity	NOUN
app01-8295	22	25	and	and	CCONJ
app01-8295	22	26	intensity	intensity	NOUN
app01-8295	22	27	of	of	ADP
app01-8295	22	28	data	datum	NOUN
app01-8295	22	29	needed	need	VERB
app01-8295	22	30	to	to	PART
app01-8295	22	31	adequately	adequately	ADV
app01-8295	22	32	describe	describe	VERB
app01-8295	22	33	urban	urban	ADJ
app01-8295	22	34	layers	layer	NOUN
app01-8295	22	35	and	and	CCONJ
app01-8295	22	36	components	component	NOUN
app01-8295	22	37	[	[	X
app01-8295	22	38	7	7	NUM
app01-8295	22	39	]	]	PUNCT
app01-8295	22	40	.	.	PUNCT
app01-8295	23	1	however	however	ADV
app01-8295	23	2	,	,	PUNCT
app01-8295	23	3	if	if	SCONJ
app01-8295	23	4	we	we	PRON
app01-8295	23	5	consider	consider	VERB
app01-8295	23	6	the	the	DET
app01-8295	23	7	city	city	NOUN
app01-8295	23	8	as	as	ADP
app01-8295	23	9	a	a	DET
app01-8295	23	10	set	set	NOUN
app01-8295	23	11	of	of	ADP
app01-8295	23	12	individual	individual	ADJ
app01-8295	23	13	buildings	building	NOUN
app01-8295	23	14	,	,	PUNCT
app01-8295	23	15	the	the	DET
app01-8295	23	16	high	high	ADJ
app01-8295	23	17	level	level	NOUN
app01-8295	23	18	of	of	ADP
app01-8295	23	19	detail	detail	NOUN
app01-8295	23	20	in	in	ADP
app01-8295	23	21	the	the	DET
app01-8295	23	22	analysis	analysis	NOUN
app01-8295	23	23	of	of	ADP
app01-8295	23	24	segregated	segregated	ADJ
app01-8295	23	25	structures	structure	NOUN
app01-8295	23	26	requires	require	VERB
app01-8295	23	27	intensive	intensive	ADJ
app01-8295	23	28	use	use	NOUN
app01-8295	23	29	of	of	ADP
app01-8295	23	30	financial	financial	ADJ
app01-8295	23	31	,	,	PUNCT
app01-8295	23	32	temporal	temporal	ADJ
app01-8295	23	33	,	,	PUNCT
app01-8295	23	34	technological	technological	ADJ
app01-8295	23	35	and	and	CCONJ
app01-8295	23	36	human	human	ADJ
app01-8295	23	37	resources	resource	NOUN
app01-8295	23	38	.	.	PUNCT
app01-8295	24	1	thus	thus	ADV
app01-8295	24	2	,	,	PUNCT
app01-8295	24	3	to	to	PART
app01-8295	24	4	carry	carry	VERB
app01-8295	24	5	out	out	ADP
app01-8295	24	6	these	these	DET
app01-8295	24	7	analyses	analysis	NOUN
app01-8295	24	8	,	,	PUNCT
app01-8295	24	9	the	the	DET
app01-8295	24	10	complexity	complexity	NOUN
app01-8295	24	11	at	at	ADP
app01-8295	24	12	the	the	DET
app01-8295	24	13	urban	urban	ADJ
app01-8295	24	14	scale	scale	NOUN
app01-8295	24	15	allied	ally	VERB
app01-8295	24	16	to	to	ADP
app01-8295	24	17	the	the	DET
app01-8295	24	18	lack	lack	NOUN
app01-8295	24	19	of	of	ADP
app01-8295	24	20	detailed	detailed	ADJ
app01-8295	24	21	information	information	NOUN
app01-8295	24	22	about	about	ADP
app01-8295	24	23	the	the	DET
app01-8295	24	24	built	build	VERB
app01-8295	24	25	stock	stock	NOUN
app01-8295	24	26	demands	demand	NOUN
app01-8295	24	27	strategies	strategy	NOUN
app01-8295	24	28	to	to	PART
app01-8295	24	29	simplify	simplify	VERB
app01-8295	24	30	the	the	DET
app01-8295	24	31	built	build	VERB
app01-8295	24	32	stock	stock	NOUN
app01-8295	24	33	modelling	modelling	NOUN
app01-8295	24	34	,	,	PUNCT
app01-8295	24	35	to	to	PART
app01-8295	24	36	balance	balance	VERB
app01-8295	24	37	level	level	NOUN
app01-8295	24	38	of	of	ADP
app01-8295	24	39	detail	detail	NOUN
app01-8295	24	40	and	and	CCONJ
app01-8295	24	41	scope	scope	NOUN
app01-8295	24	42	broadness	broadness	NOUN
app01-8295	24	43	.	.	PUNCT
app01-8295	25	1	thus	thus	ADV
app01-8295	25	2	,	,	PUNCT
app01-8295	25	3	archetype	archetype	NOUN
app01-8295	25	4	-	-	PUNCT
app01-8295	25	5	based	base	VERB
app01-8295	25	6	approach	approach	NOUN
app01-8295	25	7	,	,	PUNCT
app01-8295	25	8	for	for	ADP
app01-8295	25	9	instance	instance	NOUN
app01-8295	25	10	,	,	PUNCT
app01-8295	25	11	abstracts	abstract	NOUN
app01-8295	25	12	existing	exist	VERB
app01-8295	25	13	built	build	VERB
app01-8295	25	14	stock	stock	NOUN
app01-8295	25	15	into	into	ADP
app01-8295	25	16	a	a	DET
app01-8295	25	17	number	number	NOUN
app01-8295	25	18	of	of	ADP
app01-8295	25	19	reference	reference	NOUN
app01-8295	25	20	buildings	building	NOUN
app01-8295	25	21	.	.	PUNCT
app01-8295	26	1	construction	construction	NOUN
app01-8295	26	2	archetypes	archetype	NOUN
app01-8295	26	3	are	be	AUX
app01-8295	26	4	representations	representation	NOUN
app01-8295	26	5	(	(	PUNCT
app01-8295	26	6	real	real	ADJ
app01-8295	26	7	sample	sample	NOUN
app01-8295	26	8	or	or	CCONJ
app01-8295	26	9	theoretical	theoretical	ADJ
app01-8295	26	10	average	average	NOUN
app01-8295	26	11	)	)	PUNCT
app01-8295	26	12	of	of	ADP
app01-8295	26	13	groups	group	NOUN
app01-8295	26	14	of	of	ADP
app01-8295	26	15	buildings	building	NOUN
app01-8295	26	16	aggregated	aggregate	VERB
app01-8295	26	17	according	accord	VERB
app01-8295	26	18	to	to	ADP
app01-8295	26	19	similar	similar	ADJ
app01-8295	26	20	characteristics	characteristic	NOUN
app01-8295	26	21	,	,	PUNCT
app01-8295	26	22	defined	define	VERB
app01-8295	26	23	according	accord	VERB
app01-8295	26	24	to	to	ADP
app01-8295	26	25	the	the	DET
app01-8295	26	26	scope	scope	NOUN
app01-8295	26	27	of	of	ADP
app01-8295	26	28	the	the	DET
app01-8295	26	29	study	study	NOUN
app01-8295	26	30	at	at	ADP
app01-8295	26	31	hand	hand	NOUN
app01-8295	26	32	.	.	PUNCT
app01-8295	27	1	for	for	ADP
app01-8295	27	2	combining	combine	VERB
app01-8295	27	3	simplified	simplified	ADJ
app01-8295	27	4	modelling	modelling	NOUN
app01-8295	27	5	and	and	CCONJ
app01-8295	27	6	extended	extended	ADJ
app01-8295	27	7	scope	scope	NOUN
app01-8295	27	8	,	,	PUNCT
app01-8295	27	9	the	the	DET
app01-8295	27	10	classification	classification	NOUN
app01-8295	27	11	by	by	ADP
app01-8295	27	12	archetypes	archetype	NOUN
app01-8295	27	13	is	be	AUX
app01-8295	27	14	commonly	commonly	ADV
app01-8295	27	15	used	use	VERB
app01-8295	27	16	in	in	ADP
app01-8295	27	17	research	research	NOUN
app01-8295	27	18	on	on	ADP
app01-8295	27	19	new	new	ADJ
app01-8295	27	20	technologies	technology	NOUN
app01-8295	27	21	[	[	X
app01-8295	27	22	8	8	NUM
app01-8295	27	23	]	]	PUNCT
app01-8295	27	24	and	and	CCONJ
app01-8295	27	25	energy	energy	NOUN
app01-8295	27	26	efficiency	efficiency	NOUN
app01-8295	27	27	policy	policy	NOUN
app01-8295	27	28	design	design	NOUN
app01-8295	28	1	[	[	X
app01-8295	28	2	9	9	NUM
app01-8295	28	3	]	]	PUNCT
app01-8295	28	4	.	.	PUNCT
app01-8295	29	1	so	so	ADV
app01-8295	29	2	far	far	ADV
app01-8295	29	3	,	,	PUNCT
app01-8295	29	4	their	their	PRON
app01-8295	29	5	use	use	NOUN
app01-8295	29	6	has	have	AUX
app01-8295	29	7	increased	increased	AUX
app01-8295	29	8	yet	yet	ADV
app01-8295	29	9	been	be	AUX
app01-8295	29	10	focused	focus	VERB
app01-8295	29	11	on	on	ADP
app01-8295	29	12	operational	operational	ADJ
app01-8295	29	13	energy	energy	NOUN
app01-8295	29	14	studies	study	NOUN
app01-8295	29	15	at	at	ADP
app01-8295	29	16	the	the	DET
app01-8295	29	17	urban	urban	ADJ
app01-8295	29	18	scale	scale	NOUN
app01-8295	29	19	,	,	PUNCT
app01-8295	29	20	but	but	CCONJ
app01-8295	29	21	building	build	VERB
app01-8295	29	22	archetypes	archetype	NOUN
app01-8295	29	23	emerge	emerge	VERB
app01-8295	29	24	as	as	ADP
app01-8295	29	25	a	a	DET
app01-8295	29	26	promising	promising	ADJ
app01-8295	29	27	methodological	methodological	ADJ
app01-8295	29	28	approach	approach	NOUN
app01-8295	29	29	to	to	PART
app01-8295	29	30	extend	extend	VERB
app01-8295	29	31	assessment	assessment	NOUN
app01-8295	29	32	scope	scope	NOUN
app01-8295	29	33	169	169	NUM
app01-8295	29	34	https://doi.org/10.14311/app.2022.38.0169	https://doi.org/10.14311/app.2022.38.0169	PROPN
app01-8295	29	35	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
app01-8295	29	36	https://www.cvut.cz/en	https://www.cvut.cz/en	PROPN
app01-8295	29	37	giseli	giseli	PROPN
app01-8295	29	38	mary	mary	PROPN
app01-8295	29	39	colleto	colleto	PROPN
app01-8295	29	40	,	,	PUNCT
app01-8295	29	41	vanessa	vanessa	PROPN
app01-8295	29	42	gomes	gomes	PROPN
app01-8295	29	43	acta	acta	PROPN
app01-8295	29	44	polytechnica	polytechnica	PROPN
app01-8295	29	45	ctu	ctu	PROPN
app01-8295	29	46	proceedings	proceeding	NOUN
app01-8295	29	47	beyond	beyond	ADP
app01-8295	29	48	energy	energy	NOUN
app01-8295	29	49	use	use	NOUN
app01-8295	29	50	.	.	PUNCT
app01-8295	30	1	the	the	DET
app01-8295	30	2	development	development	NOUN
app01-8295	30	3	of	of	ADP
app01-8295	30	4	archetypes	archetype	NOUN
app01-8295	30	5	for	for	ADP
app01-8295	30	6	energy	energy	NOUN
app01-8295	30	7	studies	study	NOUN
app01-8295	30	8	is	be	AUX
app01-8295	30	9	based	base	VERB
app01-8295	30	10	on	on	ADP
app01-8295	30	11	data	datum	NOUN
app01-8295	30	12	directly	directly	ADV
app01-8295	30	13	related	relate	VERB
app01-8295	30	14	to	to	ADP
app01-8295	30	15	the	the	DET
app01-8295	30	16	operational	operational	ADJ
app01-8295	30	17	energy	energy	NOUN
app01-8295	30	18	of	of	ADP
app01-8295	30	19	buildings	building	NOUN
app01-8295	30	20	.	.	PUNCT
app01-8295	31	1	according	accord	VERB
app01-8295	31	2	to	to	ADP
app01-8295	31	3	the	the	DET
app01-8295	31	4	grouping	group	VERB
app01-8295	31	5	criterion	criterion	NOUN
app01-8295	31	6	,	,	PUNCT
app01-8295	31	7	the	the	DET
app01-8295	31	8	representative	representative	ADJ
app01-8295	31	9	buildings	building	NOUN
app01-8295	31	10	vary	vary	VERB
app01-8295	31	11	,	,	PUNCT
app01-8295	31	12	reflecting	reflect	VERB
app01-8295	31	13	the	the	DET
app01-8295	31	14	extrapolation	extrapolation	NOUN
app01-8295	31	15	of	of	ADP
app01-8295	31	16	characteristics	characteristic	NOUN
app01-8295	31	17	to	to	ADP
app01-8295	31	18	the	the	DET
app01-8295	31	19	other	other	ADJ
app01-8295	31	20	buildings	building	NOUN
app01-8295	31	21	of	of	ADP
app01-8295	31	22	the	the	DET
app01-8295	31	23	group	group	NOUN
app01-8295	31	24	that	that	PRON
app01-8295	31	25	he	he	PRON
app01-8295	31	26	represents	represent	VERB
app01-8295	31	27	and	and	CCONJ
app01-8295	31	28	,	,	PUNCT
app01-8295	31	29	consequently	consequently	ADV
app01-8295	31	30	,	,	PUNCT
app01-8295	31	31	the	the	DET
app01-8295	31	32	consistency	consistency	NOUN
app01-8295	31	33	of	of	ADP
app01-8295	31	34	the	the	DET
app01-8295	31	35	simulations	simulation	NOUN
app01-8295	31	36	for	for	ADP
app01-8295	31	37	the	the	DET
app01-8295	31	38	urban	urban	ADJ
app01-8295	31	39	scale	scale	NOUN
app01-8295	31	40	.	.	PUNCT
app01-8295	32	1	specific	specific	ADJ
app01-8295	32	2	studies	study	NOUN
app01-8295	32	3	assessing	assess	VERB
app01-8295	32	4	the	the	DET
app01-8295	32	5	environmental	environmental	ADJ
app01-8295	32	6	impact	impact	NOUN
app01-8295	32	7	of	of	ADP
app01-8295	32	8	built	build	VERB
app01-8295	32	9	stock	stock	NOUN
app01-8295	32	10	at	at	ADP
app01-8295	32	11	various	various	ADJ
app01-8295	32	12	scales	scale	NOUN
app01-8295	32	13	point	point	VERB
app01-8295	32	14	out	out	ADP
app01-8295	32	15	lca	lca	PROPN
app01-8295	32	16	studies	study	NOUN
app01-8295	32	17	applying	apply	VERB
app01-8295	32	18	the	the	DET
app01-8295	32	19	archetype	archetype	NOUN
app01-8295	32	20	approach	approach	NOUN
app01-8295	32	21	use	use	VERB
app01-8295	32	22	the	the	DET
app01-8295	32	23	same	same	ADJ
app01-8295	32	24	variables	variable	NOUN
app01-8295	32	25	as	as	ADP
app01-8295	32	26	energy	energy	NOUN
app01-8295	32	27	studies	study	NOUN
app01-8295	32	28	(	(	PUNCT
app01-8295	32	29	use	use	NOUN
app01-8295	32	30	typology	typology	NOUN
app01-8295	32	31	,	,	PUNCT
app01-8295	32	32	construction	construction	NOUN
app01-8295	32	33	typology	typology	NOUN
app01-8295	32	34	,	,	PUNCT
app01-8295	32	35	year	year	NOUN
app01-8295	32	36	/	/	SYM
app01-8295	32	37	period	period	NOUN
app01-8295	32	38	of	of	ADP
app01-8295	32	39	construction	construction	NOUN
app01-8295	32	40	)	)	PUNCT
app01-8295	32	41	,	,	PUNCT
app01-8295	32	42	either	either	CCONJ
app01-8295	32	43	because	because	SCONJ
app01-8295	32	44	they	they	PRON
app01-8295	32	45	aim	aim	VERB
app01-8295	32	46	only	only	ADV
app01-8295	32	47	at	at	ADP
app01-8295	32	48	assessing	assess	VERB
app01-8295	32	49	operational	operational	ADJ
app01-8295	32	50	impacts	impact	NOUN
app01-8295	32	51	,	,	PUNCT
app01-8295	32	52	or	or	CCONJ
app01-8295	32	53	because	because	SCONJ
app01-8295	32	54	they	they	PRON
app01-8295	32	55	are	be	AUX
app01-8295	32	56	derived	derive	VERB
app01-8295	32	57	from	from	ADP
app01-8295	32	58	energy	energy	NOUN
app01-8295	32	59	studies	study	NOUN
app01-8295	32	60	,	,	PUNCT
app01-8295	32	61	or	or	CCONJ
app01-8295	32	62	simply	simply	ADV
app01-8295	32	63	because	because	SCONJ
app01-8295	32	64	of	of	ADP
app01-8295	32	65	data	data	NOUN
app01-8295	32	66	availability	availability	NOUN
app01-8295	32	67	[	[	X
app01-8295	32	68	5	5	NUM
app01-8295	32	69	]	]	PUNCT
app01-8295	32	70	.	.	PUNCT
app01-8295	33	1	however	however	ADV
app01-8295	33	2	,	,	PUNCT
app01-8295	33	3	an	an	DET
app01-8295	33	4	archetype	archetype	NOUN
app01-8295	33	5	for	for	ADP
app01-8295	33	6	energy	energy	NOUN
app01-8295	33	7	modeling	modeling	NOUN
app01-8295	33	8	may	may	AUX
app01-8295	33	9	not	not	PART
app01-8295	33	10	be	be	AUX
app01-8295	33	11	suitable	suitable	ADJ
app01-8295	33	12	for	for	ADP
app01-8295	33	13	analyzing	analyze	VERB
app01-8295	33	14	the	the	DET
app01-8295	33	15	flow	flow	NOUN
app01-8295	33	16	of	of	ADP
app01-8295	33	17	materials	material	NOUN
app01-8295	33	18	through	through	ADP
app01-8295	33	19	the	the	DET
app01-8295	33	20	built	build	VERB
app01-8295	33	21	stock	stock	NOUN
app01-8295	33	22	[	[	X
app01-8295	33	23	10	10	NUM
app01-8295	33	24	]	]	PUNCT
app01-8295	33	25	,	,	PUNCT
app01-8295	33	26	and	and	CCONJ
app01-8295	33	27	representative	representative	ADJ
app01-8295	33	28	buildings	building	NOUN
app01-8295	33	29	of	of	ADP
app01-8295	33	30	energy	energy	NOUN
app01-8295	33	31	perspective	perspective	NOUN
app01-8295	33	32	are	be	AUX
app01-8295	33	33	not	not	PART
app01-8295	33	34	necessarily	necessarily	ADV
app01-8295	33	35	also	also	ADV
app01-8295	33	36	representative	representative	VERB
app01-8295	33	37	from	from	ADP
app01-8295	33	38	the	the	DET
app01-8295	33	39	materiality	materiality	NOUN
app01-8295	33	40	viewpoint	viewpoint	NOUN
app01-8295	33	41	.	.	PUNCT
app01-8295	34	1	so	so	ADV
app01-8295	34	2	,	,	PUNCT
app01-8295	34	3	for	for	ADP
app01-8295	34	4	integrated	integrated	ADJ
app01-8295	34	5	simulations	simulation	NOUN
app01-8295	34	6	of	of	ADP
app01-8295	34	7	environmental	environmental	ADJ
app01-8295	34	8	assessments	assessment	NOUN
app01-8295	34	9	,	,	PUNCT
app01-8295	34	10	the	the	DET
app01-8295	34	11	challenge	challenge	NOUN
app01-8295	34	12	of	of	ADP
app01-8295	34	13	generating	generate	VERB
app01-8295	34	14	construction	construction	NOUN
app01-8295	34	15	archetypes	archetype	NOUN
app01-8295	34	16	that	that	PRON
app01-8295	34	17	integrate	integrate	VERB
app01-8295	34	18	information	information	NOUN
app01-8295	34	19	on	on	ADP
app01-8295	34	20	operational	operational	ADJ
app01-8295	34	21	and	and	CCONJ
app01-8295	34	22	embodied	embodied	ADJ
app01-8295	34	23	impacts	impact	NOUN
app01-8295	34	24	arises	arise	VERB
app01-8295	34	25	.	.	PUNCT
app01-8295	35	1	this	this	DET
app01-8295	35	2	paper	paper	NOUN
app01-8295	35	3	raises	raise	VERB
app01-8295	35	4	two	two	NUM
app01-8295	35	5	research	research	NOUN
app01-8295	35	6	questions	question	NOUN
app01-8295	35	7	:	:	PUNCT
app01-8295	35	8	(	(	PUNCT
app01-8295	35	9	i	i	NOUN
app01-8295	35	10	)	)	PUNCT
app01-8295	35	11	is	be	AUX
app01-8295	35	12	it	it	PRON
app01-8295	35	13	appropriate	appropriate	ADJ
app01-8295	35	14	to	to	PART
app01-8295	35	15	aggregate	aggregate	VERB
app01-8295	35	16	building	building	NOUN
app01-8295	35	17	stocks	stock	NOUN
app01-8295	35	18	based	base	VERB
app01-8295	35	19	on	on	ADP
app01-8295	35	20	operational	operational	ADJ
app01-8295	35	21	energy	energy	NOUN
app01-8295	35	22	(	(	PUNCT
app01-8295	35	23	oe	oe	NOUN
app01-8295	35	24	)	)	PUNCT
app01-8295	35	25	variables	variable	NOUN
app01-8295	35	26	when	when	SCONJ
app01-8295	35	27	life	life	NOUN
app01-8295	35	28	cycle	cycle	NOUN
app01-8295	35	29	impacts	impact	NOUN
app01-8295	35	30	are	be	AUX
app01-8295	35	31	investigated	investigate	VERB
app01-8295	35	32	?	?	PUNCT
app01-8295	36	1	(	(	PUNCT
app01-8295	36	2	ii	ii	NOUN
app01-8295	36	3	)	)	PUNCT
app01-8295	36	4	when	when	SCONJ
app01-8295	36	5	integrated	integrate	VERB
app01-8295	36	6	life	life	NOUN
app01-8295	36	7	cycle	cycle	NOUN
app01-8295	36	8	(	(	PUNCT
app01-8295	36	9	oe	oe	PROPN
app01-8295	36	10	+	+	CCONJ
app01-8295	36	11	embodied	embodied	ADJ
app01-8295	36	12	impacts	impact	NOUN
app01-8295	36	13	)	)	PUNCT
app01-8295	36	14	assessment	assessment	NOUN
app01-8295	36	15	is	be	AUX
app01-8295	36	16	pursued	pursue	VERB
app01-8295	36	17	,	,	PUNCT
app01-8295	36	18	would	would	AUX
app01-8295	36	19	variables	variable	NOUN
app01-8295	36	20	describing	describe	VERB
app01-8295	36	21	both	both	DET
app01-8295	36	22	interests	interest	NOUN
app01-8295	36	23	simultaneously	simultaneously	ADV
app01-8295	36	24	result	result	VERB
app01-8295	36	25	in	in	ADP
app01-8295	36	26	better	well	ADJ
app01-8295	36	27	representation	representation	NOUN
app01-8295	36	28	?	?	PUNCT
app01-8295	37	1	thus	thus	ADV
app01-8295	37	2	,	,	PUNCT
app01-8295	37	3	we	we	PRON
app01-8295	37	4	aim	aim	VERB
app01-8295	37	5	to	to	PART
app01-8295	37	6	confirm	confirm	VERB
app01-8295	37	7	that	that	PRON
app01-8295	37	8	,	,	PUNCT
app01-8295	37	9	at	at	ADP
app01-8295	37	10	the	the	DET
app01-8295	37	11	representative	representative	ADJ
app01-8295	37	12	building	building	NOUN
app01-8295	37	13	identification	identification	NOUN
app01-8295	37	14	stage	stage	NOUN
app01-8295	37	15	of	of	ADP
app01-8295	37	16	the	the	DET
app01-8295	37	17	building	building	NOUN
app01-8295	37	18	archetype	archetype	NOUN
app01-8295	37	19	creation	creation	NOUN
app01-8295	37	20	process	process	NOUN
app01-8295	37	21	,	,	PUNCT
app01-8295	37	22	combining	combine	VERB
app01-8295	37	23	variables	variable	NOUN
app01-8295	37	24	that	that	PRON
app01-8295	37	25	govern	govern	VERB
app01-8295	37	26	oe	oe	NOUN
app01-8295	37	27	and	and	CCONJ
app01-8295	37	28	embodied	embodied	ADJ
app01-8295	37	29	impacts	impact	NOUN
app01-8295	37	30	offers	offer	VERB
app01-8295	37	31	a	a	DET
app01-8295	37	32	better	well	ADJ
app01-8295	37	33	result	result	NOUN
app01-8295	37	34	than	than	ADP
app01-8295	37	35	using	use	VERB
app01-8295	37	36	oe	oe	PROPN
app01-8295	37	37	to	to	PART
app01-8295	37	38	predict	predict	VERB
app01-8295	37	39	materials	material	NOUN
app01-8295	37	40	groupings	grouping	NOUN
app01-8295	37	41	and	and	CCONJ
app01-8295	37	42	vice	vice	NOUN
app01-8295	37	43	versa	versa	ADV
app01-8295	37	44	,	,	PUNCT
app01-8295	37	45	even	even	ADV
app01-8295	37	46	if	if	SCONJ
app01-8295	37	47	some	some	DET
app01-8295	37	48	adherence	adherence	NOUN
app01-8295	37	49	is	be	AUX
app01-8295	37	50	lost	lose	VERB
app01-8295	37	51	relatively	relatively	ADV
app01-8295	37	52	to	to	ADP
app01-8295	37	53	single	single	ADJ
app01-8295	37	54	-	-	PUNCT
app01-8295	37	55	objective	objective	ADJ
app01-8295	37	56	clustering	clustering	NOUN
app01-8295	37	57	.	.	PUNCT
app01-8295	38	1	2	2	X
app01-8295	38	2	.	.	X
app01-8295	38	3	materials	material	NOUN
app01-8295	38	4	and	and	CCONJ
app01-8295	38	5	methods	method	NOUN
app01-8295	38	6	to	to	PART
app01-8295	38	7	achieve	achieve	VERB
app01-8295	38	8	the	the	DET
app01-8295	38	9	above	above	ADV
app01-8295	38	10	-	-	PUNCT
app01-8295	38	11	mentioned	mention	VERB
app01-8295	38	12	goal	goal	NOUN
app01-8295	38	13	,	,	PUNCT
app01-8295	38	14	our	our	PRON
app01-8295	38	15	method	method	NOUN
app01-8295	38	16	comprised	comprise	VERB
app01-8295	38	17	two	two	NUM
app01-8295	38	18	main	main	ADJ
app01-8295	38	19	steps	step	NOUN
app01-8295	38	20	.	.	PUNCT
app01-8295	39	1	firstly	firstly	ADV
app01-8295	39	2	,	,	PUNCT
app01-8295	39	3	based	base	VERB
app01-8295	39	4	on	on	ADP
app01-8295	39	5	a	a	DET
app01-8295	39	6	systematic	systematic	ADJ
app01-8295	39	7	literature	literature	NOUN
app01-8295	39	8	review	review	NOUN
app01-8295	39	9	on	on	ADP
app01-8295	39	10	archetype	archetype	NOUN
app01-8295	39	11	development	development	NOUN
app01-8295	39	12	methods	method	NOUN
app01-8295	39	13	for	for	ADP
app01-8295	39	14	energy	energy	NOUN
app01-8295	39	15	studies	study	NOUN
app01-8295	39	16	[	[	X
app01-8295	39	17	11	11	NUM
app01-8295	39	18	]	]	PUNCT
app01-8295	39	19	,	,	PUNCT
app01-8295	39	20	the	the	DET
app01-8295	39	21	most	most	ADV
app01-8295	39	22	used	used	ADJ
app01-8295	39	23	clustering	clustering	NOUN
app01-8295	39	24	parameters	parameter	NOUN
app01-8295	39	25	were	be	AUX
app01-8295	39	26	identified	identify	VERB
app01-8295	39	27	according	accord	VERB
app01-8295	39	28	to	to	ADP
app01-8295	39	29	the	the	DET
app01-8295	39	30	relevance	relevance	NOUN
app01-8295	39	31	of	of	ADP
app01-8295	39	32	each	each	DET
app01-8295	39	33	study	study	NOUN
app01-8295	39	34	(	(	PUNCT
app01-8295	39	35	operational	operational	ADJ
app01-8295	39	36	energy	energy	NOUN
app01-8295	39	37	and	and	CCONJ
app01-8295	39	38	lca	lca	PROPN
app01-8295	39	39	)	)	PUNCT
app01-8295	39	40	.	.	PUNCT
app01-8295	40	1	then	then	ADV
app01-8295	40	2	,	,	PUNCT
app01-8295	40	3	cluster	cluster	NOUN
app01-8295	40	4	analyses	analysis	NOUN
app01-8295	40	5	to	to	PART
app01-8295	40	6	define	define	VERB
app01-8295	40	7	archetypes	archetype	NOUN
app01-8295	40	8	were	be	AUX
app01-8295	40	9	carried	carry	VERB
app01-8295	40	10	out	out	ADP
app01-8295	40	11	for	for	ADP
app01-8295	40	12	a	a	DET
app01-8295	40	13	selected	select	VERB
app01-8295	40	14	case	case	NOUN
app01-8295	40	15	study	study	NOUN
app01-8295	40	16	,	,	PUNCT
app01-8295	40	17	considering	consider	VERB
app01-8295	40	18	three	three	NUM
app01-8295	40	19	different	different	ADJ
app01-8295	40	20	aggregation	aggregation	NOUN
app01-8295	40	21	criteria	criterion	NOUN
app01-8295	40	22	:	:	PUNCT
app01-8295	40	23	by	by	ADP
app01-8295	40	24	energy	energy	NOUN
app01-8295	40	25	-	-	PUNCT
app01-8295	40	26	relevant	relevant	ADJ
app01-8295	40	27	variables	variable	NOUN
app01-8295	40	28	;	;	PUNCT
app01-8295	40	29	by	by	ADP
app01-8295	40	30	materiality	materiality	NOUN
app01-8295	40	31	-	-	PUNCT
app01-8295	40	32	relevant	relevant	ADJ
app01-8295	40	33	variables	variable	NOUN
app01-8295	40	34	;	;	PUNCT
app01-8295	40	35	and	and	CCONJ
app01-8295	40	36	by	by	ADP
app01-8295	40	37	combining	combine	VERB
app01-8295	40	38	energy	energy	NOUN
app01-8295	40	39	and	and	CCONJ
app01-8295	40	40	materiality	materiality	NOUN
app01-8295	40	41	variables	variable	NOUN
app01-8295	40	42	simultaneously	simultaneously	ADV
app01-8295	40	43	.	.	PUNCT
app01-8295	41	1	the	the	DET
app01-8295	41	2	case	case	NOUN
app01-8295	41	3	study	study	NOUN
app01-8295	41	4	comprised	comprise	VERB
app01-8295	41	5	the	the	DET
app01-8295	41	6	campus	campus	NOUN
app01-8295	41	7	of	of	ADP
app01-8295	41	8	the	the	DET
app01-8295	41	9	state	state	PROPN
app01-8295	41	10	university	university	PROPN
app01-8295	41	11	of	of	ADP
app01-8295	41	12	campinas	campinas	PROPN
app01-8295	41	13	(	(	PUNCT
app01-8295	41	14	unicamp	unicamp	PROPN
app01-8295	41	15	)	)	PUNCT
app01-8295	41	16	,	,	PUNCT
app01-8295	41	17	located	locate	VERB
app01-8295	41	18	in	in	ADP
app01-8295	41	19	the	the	DET
app01-8295	41	20	municipality	municipality	NOUN
app01-8295	41	21	of	of	ADP
app01-8295	41	22	campinas	campinas	PROPN
app01-8295	41	23	,	,	PUNCT
app01-8295	41	24	são	são	PROPN
app01-8295	41	25	paulo	paulo	PROPN
app01-8295	41	26	,	,	PUNCT
app01-8295	41	27	brazil	brazil	PROPN
app01-8295	41	28	.	.	PUNCT
app01-8295	42	1	with	with	ADP
app01-8295	42	2	3	3	NUM
app01-8295	42	3	893	893	NUM
app01-8295	42	4	958	958	NUM
app01-8295	42	5	m2	m2	PROPN
app01-8295	42	6	total	total	ADJ
app01-8295	42	7	area	area	NOUN
app01-8295	42	8	and	and	CCONJ
app01-8295	42	9	about	about	ADV
app01-8295	42	10	50	50	NUM
app01-8295	42	11	000	000	NUM
app01-8295	42	12	daily	daily	ADJ
app01-8295	42	13	visitors	visitor	NOUN
app01-8295	42	14	before	before	ADP
app01-8295	42	15	the	the	DET
app01-8295	42	16	covid19	covid19	NOUN
app01-8295	42	17	pandemic	pandemic	ADJ
app01-8295	42	18	,	,	PUNCT
app01-8295	42	19	the	the	DET
app01-8295	42	20	study	study	NOUN
app01-8295	42	21	area	area	NOUN
app01-8295	42	22	is	be	AUX
app01-8295	42	23	comparable	comparable	ADJ
app01-8295	42	24	to	to	ADP
app01-8295	42	25	a	a	DET
app01-8295	42	26	small	small	ADJ
app01-8295	42	27	town	town	NOUN
app01-8295	42	28	.	.	PUNCT
app01-8295	43	1	the	the	DET
app01-8295	43	2	campus	campus	NOUN
app01-8295	43	3	comprises	comprise	VERB
app01-8295	43	4	598	598	NUM
app01-8295	43	5	429	429	NUM
app01-8295	43	6	m2	m2	PROPN
app01-8295	43	7	of	of	ADP
app01-8295	43	8	gross	gross	ADJ
app01-8295	43	9	floor	floor	NOUN
app01-8295	43	10	area	area	NOUN
app01-8295	43	11	(	(	PUNCT
app01-8295	43	12	gfa	gfa	PROPN
app01-8295	43	13	)	)	PUNCT
app01-8295	43	14	for	for	ADP
app01-8295	43	15	mixed	mixed	ADJ
app01-8295	43	16	uses	use	NOUN
app01-8295	43	17	,	,	PUNCT
app01-8295	43	18	such	such	ADJ
app01-8295	43	19	as	as	ADP
app01-8295	43	20	:	:	PUNCT
app01-8295	43	21	administration	administration	NOUN
app01-8295	43	22	,	,	PUNCT
app01-8295	43	23	education	education	NOUN
app01-8295	43	24	(	(	PUNCT
app01-8295	43	25	classrooms	classroom	NOUN
app01-8295	43	26	)	)	PUNCT
app01-8295	43	27	,	,	PUNCT
app01-8295	43	28	research	research	NOUN
app01-8295	43	29	(	(	PUNCT
app01-8295	43	30	laboratories	laboratory	NOUN
app01-8295	43	31	,	,	PUNCT
app01-8295	43	32	workshops	workshop	NOUN
app01-8295	43	33	)	)	PUNCT
app01-8295	43	34	,	,	PUNCT
app01-8295	43	35	health	health	NOUN
app01-8295	43	36	facilities	facility	NOUN
app01-8295	43	37	(	(	PUNCT
app01-8295	43	38	hospitals	hospital	NOUN
app01-8295	43	39	,	,	PUNCT
app01-8295	43	40	clinics	clinic	NOUN
app01-8295	43	41	)	)	PUNCT
app01-8295	43	42	,	,	PUNCT
app01-8295	43	43	libraries	library	NOUN
app01-8295	43	44	,	,	PUNCT
app01-8295	43	45	restaurants	restaurant	NOUN
app01-8295	43	46	,	,	PUNCT
app01-8295	43	47	cultural	cultural	ADJ
app01-8295	43	48	facilities	facility	NOUN
app01-8295	43	49	,	,	PUNCT
app01-8295	43	50	sport	sport	NOUN
app01-8295	43	51	facilities	facility	NOUN
app01-8295	43	52	,	,	PUNCT
app01-8295	43	53	general	general	ADJ
app01-8295	43	54	services	service	NOUN
app01-8295	43	55	,	,	PUNCT
app01-8295	43	56	day	day	NOUN
app01-8295	43	57	care	care	NOUN
app01-8295	43	58	center	center	NOUN
app01-8295	43	59	,	,	PUNCT
app01-8295	43	60	schools	school	NOUN
app01-8295	43	61	,	,	PUNCT
app01-8295	43	62	bank	bank	NOUN
app01-8295	43	63	agencies	agency	NOUN
app01-8295	43	64	,	,	PUNCT
app01-8295	43	65	squares	square	NOUN
app01-8295	43	66	,	,	PUNCT
app01-8295	43	67	public	public	ADJ
app01-8295	43	68	spaces	space	NOUN
app01-8295	43	69	and	and	CCONJ
app01-8295	43	70	more	more	ADJ
app01-8295	43	71	.	.	PUNCT
app01-8295	44	1	for	for	ADP
app01-8295	44	2	simplification	simplification	NOUN
app01-8295	44	3	’s	’s	PART
app01-8295	44	4	sake	sake	NOUN
app01-8295	44	5	,	,	PUNCT
app01-8295	44	6	buildings	building	NOUN
app01-8295	44	7	smaller	small	ADJ
app01-8295	44	8	than	than	ADP
app01-8295	44	9	the	the	DET
app01-8295	44	10	university	university	NOUN
app01-8295	44	11	standard	standard	NOUN
app01-8295	44	12	building	building	NOUN
app01-8295	44	13	(	(	PUNCT
app01-8295	44	14	i.e.	i.e.	X
app01-8295	44	15	,	,	PUNCT
app01-8295	44	16	<	<	X
app01-8295	44	17	500	500	NUM
app01-8295	44	18	m2	m2	PROPN
app01-8295	44	19	gfa	gfa	PROPN
app01-8295	44	20	)	)	PUNCT
app01-8295	44	21	and	and	CCONJ
app01-8295	44	22	missing	miss	VERB
app01-8295	44	23	data	datum	NOUN
app01-8295	44	24	points	point	NOUN
app01-8295	44	25	were	be	AUX
app01-8295	44	26	cutoff	cutoff	NOUN
app01-8295	44	27	,	,	PUNCT
app01-8295	44	28	so	so	SCONJ
app01-8295	44	29	that	that	SCONJ
app01-8295	44	30	226	226	NUM
app01-8295	44	31	buildings	building	NOUN
app01-8295	44	32	remained	remain	VERB
app01-8295	44	33	in	in	ADP
app01-8295	44	34	the	the	DET
app01-8295	44	35	final	final	ADJ
app01-8295	44	36	sample	sample	NOUN
app01-8295	44	37	.	.	PUNCT
app01-8295	45	1	geometric	geometric	ADJ
app01-8295	45	2	and	and	CCONJ
app01-8295	45	3	nongeometric	nongeometric	ADJ
app01-8295	45	4	data	datum	NOUN
app01-8295	45	5	for	for	ADP
app01-8295	45	6	detailing	detail	VERB
app01-8295	45	7	the	the	DET
app01-8295	45	8	sample	sample	NOUN
app01-8295	45	9	was	be	AUX
app01-8295	45	10	surveyed	survey	VERB
app01-8295	45	11	from	from	ADP
app01-8295	45	12	several	several	ADJ
app01-8295	45	13	sources	source	NOUN
app01-8295	45	14	:	:	PUNCT
app01-8295	45	15	gis	gis	NOUN
app01-8295	45	16	,	,	PUNCT
app01-8295	45	17	field	field	NOUN
app01-8295	45	18	visits	visit	NOUN
app01-8295	45	19	,	,	PUNCT
app01-8295	45	20	image	image	NOUN
app01-8295	45	21	analysis	analysis	NOUN
app01-8295	45	22	,	,	PUNCT
app01-8295	45	23	data	datum	NOUN
app01-8295	45	24	provided	provide	VERB
app01-8295	45	25	by	by	ADP
app01-8295	45	26	administrative	administrative	ADJ
app01-8295	45	27	sectors	sector	NOUN
app01-8295	45	28	,	,	PUNCT
app01-8295	45	29	and	and	CCONJ
app01-8295	45	30	results	result	NOUN
app01-8295	45	31	of	of	ADP
app01-8295	45	32	previous	previous	ADJ
app01-8295	45	33	studies	study	NOUN
app01-8295	45	34	conducted	conduct	VERB
app01-8295	45	35	by	by	ADP
app01-8295	45	36	the	the	DET
app01-8295	45	37	research	research	NOUN
app01-8295	45	38	group	group	NOUN
app01-8295	45	39	[	[	X
app01-8295	45	40	12	12	NUM
app01-8295	45	41	]	]	PUNCT
app01-8295	45	42	.	.	PUNCT
app01-8295	46	1	from	from	ADP
app01-8295	46	2	the	the	DET
app01-8295	46	3	operational	operational	ADJ
app01-8295	46	4	energy	energy	NOUN
app01-8295	46	5	standpoint	standpoint	NOUN
app01-8295	46	6	,	,	PUNCT
app01-8295	46	7	data	datum	NOUN
app01-8295	46	8	collection	collection	NOUN
app01-8295	46	9	focused	focus	VERB
app01-8295	46	10	on	on	ADP
app01-8295	46	11	the	the	DET
app01-8295	46	12	most	most	ADV
app01-8295	46	13	used	used	ADJ
app01-8295	46	14	parameters	parameter	NOUN
app01-8295	46	15	for	for	ADP
app01-8295	46	16	eo	eo	PROPN
app01-8295	46	17	clustering	clustering	NOUN
app01-8295	46	18	found	find	VERB
app01-8295	46	19	in	in	ADP
app01-8295	46	20	the	the	DET
app01-8295	46	21	literature	literature	NOUN
app01-8295	46	22	:	:	PUNCT
app01-8295	46	23	(	(	PUNCT
app01-8295	46	24	i	i	NOUN
app01-8295	46	25	)	)	PUNCT
app01-8295	46	26	year	year	NOUN
app01-8295	46	27	of	of	ADP
app01-8295	46	28	construction	construction	NOUN
app01-8295	46	29	;	;	PUNCT
app01-8295	46	30	(	(	PUNCT
app01-8295	46	31	ii	ii	NOUN
app01-8295	46	32	)	)	PUNCT
app01-8295	46	33	construction	construction	NOUN
app01-8295	46	34	typology	typology	NOUN
app01-8295	46	35	(	(	PUNCT
app01-8295	46	36	isolated	isolate	VERB
app01-8295	46	37	,	,	PUNCT
app01-8295	46	38	semi	semi	ADJ
app01-8295	46	39	-	-	ADJ
app01-8295	46	40	detached	detached	ADJ
app01-8295	46	41	,	,	PUNCT
app01-8295	46	42	attached	attach	VERB
app01-8295	46	43	)	)	PUNCT
app01-8295	46	44	;	;	PUNCT
app01-8295	46	45	(	(	PUNCT
app01-8295	46	46	iii	iii	X
app01-8295	46	47	)	)	PUNCT
app01-8295	46	48	use	use	NOUN
app01-8295	46	49	typology	typology	NOUN
app01-8295	46	50	(	(	PUNCT
app01-8295	46	51	administrative	administrative	ADJ
app01-8295	46	52	,	,	PUNCT
app01-8295	46	53	education	education	NOUN
app01-8295	46	54	,	,	PUNCT
app01-8295	46	55	hospital	hospital	NOUN
app01-8295	46	56	,	,	PUNCT
app01-8295	46	57	restaurant	restaurant	NOUN
app01-8295	46	58	,	,	PUNCT
app01-8295	46	59	bank	bank	NOUN
app01-8295	46	60	,	,	PUNCT
app01-8295	46	61	laboratory	laboratory	NOUN
app01-8295	46	62	,	,	PUNCT
app01-8295	46	63	staff	staff	NOUN
app01-8295	46	64	,	,	PUNCT
app01-8295	46	65	library	library	NOUN
app01-8295	46	66	,	,	PUNCT
app01-8295	46	67	museum	museum	NOUN
app01-8295	46	68	,	,	PUNCT
app01-8295	46	69	gymnasium	gymnasium	NOUN
app01-8295	46	70	)	)	PUNCT
app01-8295	46	71	.	.	PUNCT
app01-8295	47	1	from	from	ADP
app01-8295	47	2	the	the	DET
app01-8295	47	3	materiality	materiality	NOUN
app01-8295	47	4	perspective	perspective	NOUN
app01-8295	47	5	,	,	PUNCT
app01-8295	47	6	aggregation	aggregation	NOUN
app01-8295	47	7	focused	focus	VERB
app01-8295	47	8	on	on	ADP
app01-8295	47	9	the	the	DET
app01-8295	47	10	structure	structure	NOUN
app01-8295	47	11	(	(	PUNCT
app01-8295	47	12	reinforcing	reinforce	VERB
app01-8295	47	13	concrete	concrete	NOUN
app01-8295	47	14	,	,	PUNCT
app01-8295	47	15	metallic	metallic	ADJ
app01-8295	47	16	,	,	PUNCT
app01-8295	47	17	structural	structural	ADJ
app01-8295	47	18	concrete	concrete	ADJ
app01-8295	47	19	masonry	masonry	NOUN
app01-8295	47	20	,	,	PUNCT
app01-8295	47	21	pre	pre	ADJ
app01-8295	47	22	-	-	ADJ
app01-8295	47	23	fabricated	fabricated	ADJ
app01-8295	47	24	concrete	concrete	NOUN
app01-8295	47	25	,	,	PUNCT
app01-8295	47	26	wood	wood	NOUN
app01-8295	47	27	)	)	PUNCT
app01-8295	47	28	and	and	CCONJ
app01-8295	47	29	on	on	ADP
app01-8295	47	30	the	the	DET
app01-8295	47	31	envelope	envelope	NOUN
app01-8295	47	32	(	(	PUNCT
app01-8295	47	33	external	external	ADJ
app01-8295	47	34	wall	wall	NOUN
app01-8295	47	35	:	:	PUNCT
app01-8295	47	36	solid	solid	ADJ
app01-8295	47	37	ceramic	ceramic	ADJ
app01-8295	47	38	brick	brick	NOUN
app01-8295	47	39	,	,	PUNCT
app01-8295	47	40	structural	structural	ADJ
app01-8295	47	41	concrete	concrete	ADJ
app01-8295	47	42	masonry	masonry	NOUN
app01-8295	47	43	,	,	PUNCT
app01-8295	47	44	ceramic	ceramic	ADJ
app01-8295	47	45	brick	brick	NOUN
app01-8295	47	46	,	,	PUNCT
app01-8295	47	47	pre	pre	ADJ
app01-8295	47	48	-	-	ADJ
app01-8295	47	49	fabricated	fabricated	ADJ
app01-8295	47	50	concrete	concrete	NOUN
app01-8295	47	51	,	,	PUNCT
app01-8295	47	52	wood	wood	NOUN
app01-8295	47	53	;	;	PUNCT
app01-8295	47	54	and	and	CCONJ
app01-8295	47	55	roofing	roofing	NOUN
app01-8295	47	56	:	:	PUNCT
app01-8295	47	57	metal	metal	NOUN
app01-8295	47	58	,	,	PUNCT
app01-8295	47	59	concrete	concrete	ADJ
app01-8295	47	60	slab	slab	NOUN
app01-8295	47	61	,	,	PUNCT
app01-8295	47	62	fiber	fiber	NOUN
app01-8295	47	63	cement	cement	NOUN
app01-8295	47	64	,	,	PUNCT
app01-8295	47	65	ceramic	ceramic	ADJ
app01-8295	47	66	,	,	PUNCT
app01-8295	47	67	polycarbonate	polycarbonate	NOUN
app01-8295	47	68	)	)	PUNCT
app01-8295	47	69	,	,	PUNCT
app01-8295	47	70	which	which	PRON
app01-8295	47	71	govern	govern	VERB
app01-8295	47	72	a	a	DET
app01-8295	47	73	substantial	substantial	ADJ
app01-8295	47	74	portion	portion	NOUN
app01-8295	47	75	of	of	ADP
app01-8295	47	76	building	building	NOUN
app01-8295	47	77	impacts	impact	NOUN
app01-8295	47	78	,	,	PUNCT
app01-8295	47	79	as	as	SCONJ
app01-8295	47	80	demonstrated	demonstrate	VERB
app01-8295	47	81	by	by	ADP
app01-8295	47	82	life	life	NOUN
app01-8295	47	83	cycle	cycle	NOUN
app01-8295	47	84	assessment	assessment	NOUN
app01-8295	47	85	studies	study	NOUN
app01-8295	47	86	[	[	X
app01-8295	47	87	1	1	NUM
app01-8295	47	88	]	]	PUNCT
app01-8295	47	89	.	.	PUNCT
app01-8295	48	1	the	the	DET
app01-8295	48	2	total	total	ADJ
app01-8295	48	3	area	area	NOUN
app01-8295	48	4	and	and	CCONJ
app01-8295	48	5	number	number	NOUN
app01-8295	48	6	of	of	ADP
app01-8295	48	7	floors	floor	NOUN
app01-8295	48	8	are	be	AUX
app01-8295	48	9	relevant	relevant	ADJ
app01-8295	48	10	inputs	input	NOUN
app01-8295	48	11	for	for	ADP
app01-8295	48	12	both	both	DET
app01-8295	48	13	perspectives	perspective	NOUN
app01-8295	48	14	.	.	PUNCT
app01-8295	49	1	based	base	VERB
app01-8295	49	2	on	on	ADP
app01-8295	49	3	a	a	DET
app01-8295	49	4	previous	previous	ADJ
app01-8295	49	5	study	study	NOUN
app01-8295	49	6	on	on	ADP
app01-8295	49	7	the	the	DET
app01-8295	49	8	application	application	NOUN
app01-8295	49	9	of	of	ADP
app01-8295	49	10	different	different	ADJ
app01-8295	49	11	unsupervised	unsupervised	ADJ
app01-8295	49	12	machine	machine	NOUN
app01-8295	49	13	learning	learn	VERB
app01-8295	49	14	clustering	cluster	VERB
app01-8295	49	15	methods	method	NOUN
app01-8295	49	16	to	to	ADP
app01-8295	49	17	the	the	DET
app01-8295	49	18	same	same	ADJ
app01-8295	49	19	neighborhood	neighborhood	NOUN
app01-8295	49	20	[	[	X
app01-8295	49	21	7	7	NUM
app01-8295	49	22	]	]	PUNCT
app01-8295	49	23	,	,	PUNCT
app01-8295	49	24	the	the	DET
app01-8295	49	25	k	k	NOUN
app01-8295	49	26	-	-	PUNCT
app01-8295	49	27	medoids	medoid	NOUN
app01-8295	49	28	/	/	SYM
app01-8295	49	29	partitioning	partition	VERB
app01-8295	49	30	around	around	ADP
app01-8295	49	31	medoids	medoids	PROPN
app01-8295	49	32	(	(	PUNCT
app01-8295	49	33	pam	pam	NOUN
app01-8295	49	34	)	)	PUNCT
app01-8295	49	35	algorithm	algorithm	NOUN
app01-8295	49	36	was	be	AUX
app01-8295	49	37	chosen	choose	VERB
app01-8295	49	38	to	to	PART
app01-8295	49	39	generate	generate	VERB
app01-8295	49	40	a	a	DET
app01-8295	49	41	preset	preset	ADJ
app01-8295	49	42	number	number	NOUN
app01-8295	49	43	of	of	ADP
app01-8295	49	44	9	9	NUM
app01-8295	49	45	clusters	cluster	NOUN
app01-8295	49	46	.	.	PUNCT
app01-8295	50	1	in	in	ADP
app01-8295	50	2	kmedoids	kmedoids	PROPN
app01-8295	50	3	algorithms	algorithm	NOUN
app01-8295	50	4	,	,	PUNCT
app01-8295	50	5	the	the	DET
app01-8295	50	6	groups	group	NOUN
app01-8295	50	7	are	be	AUX
app01-8295	50	8	defined	define	VERB
app01-8295	50	9	as	as	ADP
app01-8295	50	10	subsets	subset	NOUN
app01-8295	50	11	of	of	ADP
app01-8295	50	12	data	datum	NOUN
app01-8295	50	13	points	point	NOUN
app01-8295	50	14	that	that	PRON
app01-8295	50	15	are	be	AUX
app01-8295	50	16	closest	close	ADJ
app01-8295	50	17	to	to	ADP
app01-8295	50	18	their	their	PRON
app01-8295	50	19	representative	representative	ADJ
app01-8295	50	20	elements	element	NOUN
app01-8295	50	21	–	–	PUNCT
app01-8295	50	22	the	the	DET
app01-8295	50	23	medoids	medoid	NOUN
app01-8295	50	24	–	–	PUNCT
app01-8295	50	25	which	which	PRON
app01-8295	50	26	are	be	AUX
app01-8295	50	27	real	real	ADJ
app01-8295	50	28	objects	object	NOUN
app01-8295	50	29	from	from	ADP
app01-8295	50	30	the	the	DET
app01-8295	50	31	dataset	dataset	NOUN
app01-8295	50	32	.	.	PUNCT
app01-8295	51	1	the	the	DET
app01-8295	51	2	identified	identify	VERB
app01-8295	51	3	medoids	medoid	NOUN
app01-8295	51	4	serve	serve	VERB
app01-8295	51	5	as	as	ADP
app01-8295	51	6	the	the	DET
app01-8295	51	7	basis	basis	NOUN
app01-8295	51	8	for	for	ADP
app01-8295	51	9	developing	develop	VERB
app01-8295	51	10	archetypes	archetype	NOUN
app01-8295	51	11	to	to	PART
app01-8295	51	12	represent	represent	VERB
app01-8295	51	13	each	each	DET
app01-8295	51	14	building	building	NOUN
app01-8295	51	15	group	group	NOUN
app01-8295	51	16	.	.	PUNCT
app01-8295	52	1	the	the	DET
app01-8295	52	2	k	k	ADJ
app01-8295	52	3	-	-	PUNCT
app01-8295	52	4	medoids	medoid	NOUN
app01-8295	52	5	method	method	NOUN
app01-8295	52	6	is	be	AUX
app01-8295	52	7	more	more	ADV
app01-8295	52	8	computationally	computationally	ADV
app01-8295	52	9	expensive	expensive	ADJ
app01-8295	52	10	(	(	PUNCT
app01-8295	52	11	i.e.	i.e.	X
app01-8295	52	12	has	have	AUX
app01-8295	52	13	longer	long	ADV
app01-8295	52	14	processing	process	VERB
app01-8295	52	15	time	time	NOUN
app01-8295	52	16	)	)	PUNCT
app01-8295	52	17	than	than	ADP
app01-8295	52	18	gravity	gravity	NOUN
app01-8295	52	19	center	center	NOUN
app01-8295	52	20	calculation	calculation	NOUN
app01-8295	52	21	,	,	PUNCT
app01-8295	52	22	but	but	CCONJ
app01-8295	52	23	is	be	AUX
app01-8295	52	24	suitable	suitable	ADJ
app01-8295	52	25	if	if	SCONJ
app01-8295	52	26	the	the	DET
app01-8295	52	27	groups	group	NOUN
app01-8295	52	28	are	be	AUX
app01-8295	52	29	spherical	spherical	ADJ
app01-8295	52	30	,	,	PUNCT
app01-8295	52	31	each	each	DET
app01-8295	52	32	medoid	medoid	PROPN
app01-8295	52	33	occupies	occupy	VERB
app01-8295	52	34	a	a	DET
app01-8295	52	35	more	more	ADV
app01-8295	52	36	central	central	ADJ
app01-8295	52	37	position	position	NOUN
app01-8295	52	38	in	in	ADP
app01-8295	52	39	the	the	DET
app01-8295	52	40	group	group	NOUN
app01-8295	52	41	and	and	CCONJ
app01-8295	52	42	can	can	AUX
app01-8295	52	43	handle	handle	VERB
app01-8295	52	44	any	any	DET
app01-8295	52	45	kind	kind	NOUN
app01-8295	52	46	of	of	ADP
app01-8295	52	47	attribute	attribute	NOUN
app01-8295	52	48	(	(	PUNCT
app01-8295	52	49	quantitative	quantitative	ADJ
app01-8295	52	50	and	and	CCONJ
app01-8295	52	51	qualitative	qualitative	ADJ
app01-8295	52	52	)	)	PUNCT
app01-8295	52	53	.	.	PUNCT
app01-8295	53	1	three	three	NUM
app01-8295	53	2	unsupervised	unsupervised	ADJ
app01-8295	53	3	learning	learning	NOUN
app01-8295	53	4	clustering	cluster	VERB
app01-8295	53	5	scenarios	scenario	NOUN
app01-8295	53	6	were	be	AUX
app01-8295	53	7	performed	perform	VERB
app01-8295	53	8	:	:	PUNCT
app01-8295	53	9	operational	operational	ADJ
app01-8295	53	10	energy	energy	NOUN
app01-8295	53	11	-	-	PUNCT
app01-8295	53	12	based	base	VERB
app01-8295	53	13	(	(	PUNCT
app01-8295	53	14	oe	oe	PROPN
app01-8295	53	15	)	)	PUNCT
app01-8295	53	16	,	,	PUNCT
app01-8295	53	17	materiality	materiality	NOUN
app01-8295	53	18	-	-	PUNCT
app01-8295	53	19	based	base	VERB
app01-8295	53	20	(	(	PUNCT
app01-8295	53	21	lca	lca	PROPN
app01-8295	53	22	)	)	PUNCT
app01-8295	53	23	and	and	CCONJ
app01-8295	53	24	integrated	integrated	ADJ
app01-8295	53	25	clustering	clustering	NOUN
app01-8295	53	26	(	(	PUNCT
app01-8295	53	27	oe+lca	oe+lca	NUM
app01-8295	53	28	)	)	PUNCT
app01-8295	53	29	(	(	PUNCT
app01-8295	53	30	table	table	NOUN
app01-8295	53	31	1	1	NUM
app01-8295	53	32	)	)	PUNCT
app01-8295	53	33	.	.	PUNCT
app01-8295	54	1	after	after	ADP
app01-8295	54	2	being	be	AUX
app01-8295	54	3	processed	process	VERB
app01-8295	54	4	to	to	PART
app01-8295	54	5	generate	generate	VERB
app01-8295	54	6	clusters	cluster	NOUN
app01-8295	54	7	for	for	ADP
app01-8295	54	8	each	each	DET
app01-8295	54	9	scenario	scenario	NOUN
app01-8295	54	10	and	and	CCONJ
app01-8295	54	11	identify	identify	VERB
app01-8295	54	12	respective	respective	ADJ
app01-8295	54	13	medoids	medoid	NOUN
app01-8295	54	14	,	,	PUNCT
app01-8295	54	15	the	the	DET
app01-8295	54	16	data	datum	NOUN
app01-8295	54	17	were	be	AUX
app01-8295	54	18	submitted	submit	VERB
app01-8295	54	19	to	to	ADP
app01-8295	54	20	neural	neural	ADJ
app01-8295	54	21	net170	net170	NOUN
app01-8295	54	22	vol	vol	NOUN
app01-8295	54	23	.	.	PUNCT
app01-8295	55	1	38/2022	38/2022	NUM
app01-8295	55	2	exploring	explore	VERB
app01-8295	55	3	machine	machine	NOUN
app01-8295	55	4	learning	learning	NOUN
app01-8295	55	5	-	-	PUNCT
app01-8295	55	6	based	base	VERB
app01-8295	55	7	archetypes	archetype	NOUN
app01-8295	55	8	.	.	PUNCT
app01-8295	55	9	.	.	PUNCT
app01-8295	55	10	.	.	PUNCT
app01-8295	56	1	scenario	scenario	NOUN
app01-8295	56	2	parameters	parameter	NOUN
app01-8295	56	3	used	use	VERB
app01-8295	56	4	for	for	ADP
app01-8295	56	5	clustering	cluster	VERB
app01-8295	56	6	method	method	NOUN
app01-8295	56	7	cluster	cluster	NOUN
app01-8295	56	8	nr	nr	PROPN
app01-8295	56	9	.	.	PROPN
app01-8295	56	10	1	1	NUM
app01-8295	56	11	oe	oe	ADV
app01-8295	56	12	-	-	PUNCT
app01-8295	56	13	related	relate	VERB
app01-8295	56	14	parameters	parameter	NOUN
app01-8295	56	15	:	:	PUNCT
app01-8295	56	16	year	year	NOUN
app01-8295	56	17	of	of	ADP
app01-8295	56	18	construction	construction	NOUN
app01-8295	56	19	,	,	PUNCT
app01-8295	56	20	construction	construction	NOUN
app01-8295	56	21	typology	typology	NOUN
app01-8295	56	22	,	,	PUNCT
app01-8295	56	23	use	use	VERB
app01-8295	56	24	typology	typology	NOUN
app01-8295	56	25	,	,	PUNCT
app01-8295	56	26	total	total	ADJ
app01-8295	56	27	area	area	NOUN
app01-8295	56	28	and	and	CCONJ
app01-8295	56	29	number	number	NOUN
app01-8295	56	30	of	of	ADP
app01-8295	56	31	floors	floor	NOUN
app01-8295	56	32	2	2	NUM
app01-8295	56	33	materiality	materiality	NOUN
app01-8295	56	34	-	-	PUNCT
app01-8295	56	35	related	relate	VERB
app01-8295	56	36	parameters	parameter	NOUN
app01-8295	56	37	:	:	PUNCT
app01-8295	56	38	structure	structure	NOUN
app01-8295	56	39	,	,	PUNCT
app01-8295	56	40	external	external	ADJ
app01-8295	56	41	wall	wall	NOUN
app01-8295	56	42	,	,	PUNCT
app01-8295	56	43	roof	roof	VERB
app01-8295	56	44	tile	tile	NOUN
app01-8295	56	45	,	,	PUNCT
app01-8295	56	46	total	total	ADJ
app01-8295	56	47	area	area	NOUN
app01-8295	56	48	and	and	CCONJ
app01-8295	56	49	number	number	NOUN
app01-8295	56	50	of	of	ADP
app01-8295	56	51	floors	floor	NOUN
app01-8295	56	52	3	3	NUM
app01-8295	56	53	integrated	integrate	VERB
app01-8295	56	54	clustering	clustering	NOUN
app01-8295	56	55	considering	consider	VERB
app01-8295	56	56	simultaneously	simultaneously	ADV
app01-8295	56	57	oe	oe	PROPN
app01-8295	56	58	parameters	parameter	NOUN
app01-8295	56	59	and	and	CCONJ
app01-8295	56	60	materiality	materiality	NOUN
app01-8295	56	61	-	-	PUNCT
app01-8295	56	62	related	relate	VERB
app01-8295	56	63	parameters	parameter	NOUN
app01-8295	56	64	:	:	PUNCT
app01-8295	56	65	year	year	NOUN
app01-8295	56	66	of	of	ADP
app01-8295	56	67	construction	construction	NOUN
app01-8295	56	68	,	,	PUNCT
app01-8295	56	69	construction	construction	NOUN
app01-8295	56	70	typology	typology	NOUN
app01-8295	56	71	,	,	PUNCT
app01-8295	56	72	use	use	VERB
app01-8295	56	73	typology	typology	NOUN
app01-8295	56	74	,	,	PUNCT
app01-8295	56	75	structure	structure	NOUN
app01-8295	56	76	,	,	PUNCT
app01-8295	56	77	external	external	ADJ
app01-8295	56	78	wall	wall	NOUN
app01-8295	56	79	,	,	PUNCT
app01-8295	56	80	roof	roof	VERB
app01-8295	56	81	tile	tile	NOUN
app01-8295	56	82	,	,	PUNCT
app01-8295	56	83	total	total	ADJ
app01-8295	56	84	area	area	NOUN
app01-8295	56	85	and	and	CCONJ
app01-8295	56	86	number	number	NOUN
app01-8295	56	87	of	of	ADP
app01-8295	56	88	floors	floor	NOUN
app01-8295	56	89	unsupervised	unsupervised	ADJ
app01-8295	56	90	machine	machine	NOUN
app01-8295	56	91	learning	learning	NOUN
app01-8295	56	92	:	:	PUNCT
app01-8295	56	93	k	k	X
app01-8295	56	94	-	-	PUNCT
app01-8295	56	95	medoids	medoid	NOUN
app01-8295	56	96	/	/	SYM
app01-8295	56	97	partitioning	partition	VERB
app01-8295	56	98	around	around	ADP
app01-8295	56	99	medoids	medoids	PROPN
app01-8295	56	100	(	(	PUNCT
app01-8295	56	101	pam	pam	NOUN
app01-8295	56	102	)	)	PUNCT
app01-8295	56	103	9	9	NUM
app01-8295	56	104	table	table	NOUN
app01-8295	56	105	1	1	NUM
app01-8295	56	106	.	.	PUNCT
app01-8295	56	107	description	description	NOUN
app01-8295	56	108	of	of	ADP
app01-8295	56	109	the	the	DET
app01-8295	56	110	clustering	cluster	VERB
app01-8295	56	111	scenarios	scenario	NOUN
app01-8295	56	112	.	.	PUNCT
app01-8295	57	1	(	(	PUNCT
app01-8295	57	2	a	a	X
app01-8295	57	3	)	)	PUNCT
app01-8295	57	4	.	.	PUNCT
app01-8295	58	1	ref	ref	NOUN
app01-8295	58	2	:	:	PUNCT
app01-8295	58	3	oe	oe	PROPN
app01-8295	58	4	|	|	ADV
app01-8295	58	5	pred	pre	VERB
app01-8295	58	6	:	:	PUNCT
app01-8295	58	7	embodied	embody	VERB
app01-8295	58	8	impact	impact	NOUN
app01-8295	58	9	.	.	PUNCT
app01-8295	59	1	accuracy	accuracy	NOUN
app01-8295	60	1	=	=	SYM
app01-8295	60	2	45,8	45,8	NUM
app01-8295	60	3	%	%	NOUN
app01-8295	60	4	.	.	PUNCT
app01-8295	61	1	(	(	PUNCT
app01-8295	61	2	b	b	X
app01-8295	61	3	)	)	PUNCT
app01-8295	61	4	.	.	PUNCT
app01-8295	62	1	ref	ref	NOUN
app01-8295	62	2	:	:	PUNCT
app01-8295	62	3	oe	oe	PROPN
app01-8295	62	4	|	|	ADV
app01-8295	62	5	pred	pre	VERB
app01-8295	62	6	:	:	PUNCT
app01-8295	62	7	integrated	integrated	ADJ
app01-8295	62	8	lc	lc	NOUN
app01-8295	62	9	impacts	impact	NOUN
app01-8295	62	10	.	.	PUNCT
app01-8295	63	1	accuracy	accuracy	NOUN
app01-8295	63	2	=	=	NOUN
app01-8295	63	3	29.5	29.5	NUM
app01-8295	63	4	%	%	NOUN
app01-8295	63	5	figure	figure	NOUN
app01-8295	63	6	1	1	NUM
app01-8295	63	7	.	.	PUNCT
app01-8295	64	1	confusion	confusion	NOUN
app01-8295	64	2	matrices	matrix	NOUN
app01-8295	64	3	relating	relate	VERB
app01-8295	64	4	operational	operational	ADJ
app01-8295	64	5	energy	energy	NOUN
app01-8295	64	6	(	(	PUNCT
app01-8295	64	7	oe	oe	NOUN
app01-8295	64	8	)	)	PUNCT
app01-8295	64	9	parameters	parameter	NOUN
app01-8295	64	10	(	(	PUNCT
app01-8295	64	11	reference	reference	NOUN
app01-8295	64	12	)	)	PUNCT
app01-8295	64	13	to	to	PART
app01-8295	64	14	predicted	predict	VERB
app01-8295	64	15	embodied	embodied	ADJ
app01-8295	64	16	(	(	PUNCT
app01-8295	64	17	a	a	NOUN
app01-8295	64	18	)	)	PUNCT
app01-8295	64	19	and	and	CCONJ
app01-8295	64	20	to	to	ADP
app01-8295	64	21	integrated	integrate	VERB
app01-8295	64	22	life	life	NOUN
app01-8295	64	23	cycle	cycle	NOUN
app01-8295	64	24	impacts	impact	NOUN
app01-8295	64	25	(	(	PUNCT
app01-8295	64	26	ubim	ubim	NOUN
app01-8295	64	27	)	)	PUNCT
app01-8295	64	28	(	(	PUNCT
app01-8295	64	29	b	b	NOUN
app01-8295	64	30	)	)	PUNCT
app01-8295	64	31	and	and	CCONJ
app01-8295	64	32	respective	respective	ADJ
app01-8295	64	33	model	model	NOUN
app01-8295	64	34	accuracies	accuracy	NOUN
app01-8295	64	35	.	.	PUNCT
app01-8295	65	1	works	work	NOUN
app01-8295	65	2	,	,	PUNCT
app01-8295	65	3	a	a	DET
app01-8295	65	4	supervised	supervise	VERB
app01-8295	65	5	learning	learn	VERB
app01-8295	65	6	classification	classification	NOUN
app01-8295	65	7	method	method	NOUN
app01-8295	65	8	,	,	PUNCT
app01-8295	65	9	using	use	VERB
app01-8295	65	10	the	the	DET
app01-8295	65	11	caret	caret	NOUN
app01-8295	65	12	package	package	NOUN
app01-8295	65	13	in	in	ADP
app01-8295	65	14	r	r	NOUN
app01-8295	65	15	language	language	NOUN
app01-8295	65	16	[	[	X
app01-8295	65	17	13	13	NUM
app01-8295	65	18	]	]	PUNCT
app01-8295	65	19	,	,	PUNCT
app01-8295	65	20	and	and	CCONJ
app01-8295	65	21	the	the	DET
app01-8295	65	22	nnet	nnet	ADJ
app01-8295	65	23	method	method	NOUN
app01-8295	65	24	.	.	PUNCT
app01-8295	66	1	the	the	DET
app01-8295	66	2	statistical	statistical	ADJ
app01-8295	66	3	procedures	procedure	NOUN
app01-8295	66	4	were	be	AUX
app01-8295	66	5	performed	perform	VERB
app01-8295	66	6	using	use	VERB
app01-8295	66	7	r	r	NOUN
app01-8295	66	8	packages	package	NOUN
app01-8295	66	9	“	"	PUNCT
app01-8295	66	10	tidyverse	tidyverse	ADJ
app01-8295	66	11	”	"	PUNCT
app01-8295	66	12	,	,	PUNCT
app01-8295	66	13	for	for	ADP
app01-8295	66	14	data	data	NOUN
app01-8295	66	15	manipulation	manipulation	NOUN
app01-8295	66	16	[	[	X
app01-8295	66	17	14	14	NUM
app01-8295	66	18	]	]	X
app01-8295	66	19	;	;	PUNCT
app01-8295	66	20	“	"	PUNCT
app01-8295	66	21	ggpubr	ggpubr	NOUN
app01-8295	66	22	”	"	PUNCT
app01-8295	66	23	,	,	PUNCT
app01-8295	66	24	for	for	ADP
app01-8295	66	25	graph	graph	NOUN
app01-8295	66	26	elements	element	NOUN
app01-8295	66	27	[	[	X
app01-8295	66	28	15	15	NUM
app01-8295	66	29	]	]	PUNCT
app01-8295	66	30	;	;	PUNCT
app01-8295	66	31	“	"	PUNCT
app01-8295	66	32	cluster	cluster	NOUN
app01-8295	66	33	”	"	PUNCT
app01-8295	66	34	,	,	PUNCT
app01-8295	66	35	for	for	ADP
app01-8295	66	36	partitioning	partition	VERB
app01-8295	66	37	around	around	ADP
app01-8295	66	38	medoids	medoids	PROPN
app01-8295	66	39	(	(	PUNCT
app01-8295	66	40	pam	pam	NOUN
app01-8295	66	41	)	)	PUNCT
app01-8295	66	42	algorithm	algorithm	NOUN
app01-8295	66	43	–	–	PUNCT
app01-8295	66	44	k	k	X
app01-8295	66	45	-	-	NOUN
app01-8295	66	46	medoid	medoid	NOUN
app01-8295	67	1	[	[	X
app01-8295	67	2	16	16	NUM
app01-8295	67	3	]	]	X
app01-8295	67	4	;	;	PUNCT
app01-8295	67	5	“	"	PUNCT
app01-8295	67	6	caret	caret	PROPN
app01-8295	67	7	”	"	PUNCT
app01-8295	67	8	,	,	PUNCT
app01-8295	67	9	for	for	ADP
app01-8295	67	10	neural	neural	ADJ
app01-8295	67	11	networks	network	NOUN
app01-8295	67	12	(	(	PUNCT
app01-8295	67	13	supervised	supervised	ADJ
app01-8295	67	14	learning	learning	NOUN
app01-8295	67	15	)	)	PUNCT
app01-8295	68	1	[	[	X
app01-8295	68	2	17	17	NUM
app01-8295	68	3	]	]	PUNCT
app01-8295	68	4	and	and	CCONJ
app01-8295	68	5	“	"	PUNCT
app01-8295	68	6	factoextra	factoextra	ADJ
app01-8295	68	7	”	"	PUNCT
app01-8295	68	8	,	,	PUNCT
app01-8295	68	9	for	for	ADP
app01-8295	68	10	generating	generate	VERB
app01-8295	68	11	cluster	cluster	NOUN
app01-8295	68	12	graphs	graph	NOUN
app01-8295	68	13	[	[	X
app01-8295	68	14	18	18	NUM
app01-8295	68	15	]	]	PUNCT
app01-8295	68	16	.	.	PUNCT
app01-8295	69	1	finally	finally	ADV
app01-8295	69	2	,	,	PUNCT
app01-8295	69	3	confusion	confusion	NOUN
app01-8295	69	4	matrices	matrix	NOUN
app01-8295	69	5	were	be	AUX
app01-8295	69	6	generated	generate	VERB
app01-8295	69	7	to	to	PART
app01-8295	69	8	demonstrate	demonstrate	VERB
app01-8295	69	9	how	how	SCONJ
app01-8295	69	10	adherent	adherent	ADJ
app01-8295	69	11	the	the	DET
app01-8295	69	12	clustering	clustering	NOUN
app01-8295	69	13	is	be	AUX
app01-8295	69	14	when	when	SCONJ
app01-8295	69	15	considering	consider	VERB
app01-8295	69	16	one	one	NUM
app01-8295	69	17	interest	interest	NOUN
app01-8295	69	18	to	to	PART
app01-8295	69	19	predict	predict	VERB
app01-8295	69	20	the	the	DET
app01-8295	69	21	other	other	ADJ
app01-8295	69	22	in	in	ADP
app01-8295	69	23	three	three	NUM
app01-8295	69	24	situations	situation	NOUN
app01-8295	69	25	:	:	PUNCT
app01-8295	69	26	(	(	PUNCT
app01-8295	69	27	i	i	NOUN
app01-8295	69	28	)	)	PUNCT
app01-8295	69	29	considering	consider	VERB
app01-8295	69	30	energy	energy	NOUN
app01-8295	69	31	grouping	grouping	NOUN
app01-8295	69	32	to	to	PART
app01-8295	69	33	predict	predict	VERB
app01-8295	69	34	materiality	materiality	NOUN
app01-8295	69	35	aspects	aspect	NOUN
app01-8295	69	36	(	(	PUNCT
app01-8295	69	37	figure	figure	NOUN
app01-8295	69	38	1a	1a	NOUN
app01-8295	69	39	)	)	PUNCT
app01-8295	69	40	;	;	PUNCT
app01-8295	69	41	(	(	PUNCT
app01-8295	69	42	ii	ii	NOUN
app01-8295	69	43	)	)	PUNCT
app01-8295	69	44	considering	consider	VERB
app01-8295	69	45	energy	energy	NOUN
app01-8295	69	46	to	to	PART
app01-8295	69	47	predict	predict	VERB
app01-8295	69	48	the	the	DET
app01-8295	69	49	integrated	integrated	ADJ
app01-8295	69	50	scenario	scenario	NOUN
app01-8295	69	51	(	(	PUNCT
app01-8295	69	52	oe+lca	oe+lca	NUM
app01-8295	69	53	)	)	PUNCT
app01-8295	69	54	(	(	PUNCT
app01-8295	69	55	figure	figure	NOUN
app01-8295	69	56	1b	1b	NUM
app01-8295	69	57	)	)	PUNCT
app01-8295	69	58	,	,	PUNCT
app01-8295	69	59	and	and	CCONJ
app01-8295	69	60	(	(	PUNCT
app01-8295	69	61	iii	iii	NOUN
app01-8295	69	62	)	)	PUNCT
app01-8295	69	63	considering	consider	VERB
app01-8295	69	64	materiality	materiality	NOUN
app01-8295	69	65	aspects	aspect	NOUN
app01-8295	69	66	to	to	PART
app01-8295	69	67	predict	predict	VERB
app01-8295	69	68	the	the	DET
app01-8295	69	69	integrated	integrate	VERB
app01-8295	69	70	scenario	scenario	NOUN
app01-8295	69	71	(	(	PUNCT
app01-8295	69	72	figure	figure	NOUN
app01-8295	69	73	2	2	NUM
app01-8295	69	74	)	)	PUNCT
app01-8295	69	75	.	.	PUNCT
app01-8295	70	1	figure	figure	NOUN
app01-8295	70	2	2	2	NUM
app01-8295	70	3	.	.	PUNCT
app01-8295	70	4	confusion	confusion	NOUN
app01-8295	70	5	matrix	matrix	NOUN
app01-8295	70	6	relating	relate	VERB
app01-8295	70	7	embodied	embody	VERB
app01-8295	70	8	impact	impact	NOUN
app01-8295	70	9	parameters	parameter	NOUN
app01-8295	70	10	(	(	PUNCT
app01-8295	70	11	reference	reference	NOUN
app01-8295	70	12	)	)	PUNCT
app01-8295	70	13	to	to	PART
app01-8295	70	14	predicted	predict	VERB
app01-8295	70	15	integrated	integrate	VERB
app01-8295	70	16	life	life	NOUN
app01-8295	70	17	cycle	cycle	NOUN
app01-8295	70	18	impacts	impact	NOUN
app01-8295	70	19	(	(	PUNCT
app01-8295	70	20	ubim	ubim	NOUN
app01-8295	70	21	)	)	PUNCT
app01-8295	70	22	.	.	PUNCT
app01-8295	71	1	model	model	NOUN
app01-8295	71	2	accuracy	accuracy	NOUN
app01-8295	72	1	=	=	NOUN
app01-8295	72	2	58.6	58.6	NUM
app01-8295	72	3	%	%	NOUN
app01-8295	72	4	.	.	PUNCT
app01-8295	73	1	171	171	NUM
app01-8295	73	2	giseli	giseli	PROPN
app01-8295	73	3	mary	mary	PROPN
app01-8295	73	4	colleto	colleto	PROPN
app01-8295	73	5	,	,	PUNCT
app01-8295	73	6	vanessa	vanessa	PROPN
app01-8295	73	7	gomes	gomes	PROPN
app01-8295	73	8	acta	acta	PROPN
app01-8295	73	9	polytechnica	polytechnica	PROPN
app01-8295	73	10	ctu	ctu	PROPN
app01-8295	73	11	proceedings	proceeding	NOUN
app01-8295	73	12	figure	figure	VERB
app01-8295	73	13	3	3	NUM
app01-8295	73	14	.	.	PUNCT
app01-8295	73	15	clustering	clustering	NOUN
app01-8295	73	16	based	base	VERB
app01-8295	73	17	on	on	ADP
app01-8295	73	18	integrated	integrate	VERB
app01-8295	73	19	life	life	NOUN
app01-8295	73	20	cycle	cycle	NOUN
app01-8295	73	21	(	(	PUNCT
app01-8295	73	22	oe	oe	PROPN
app01-8295	73	23	and	and	CCONJ
app01-8295	73	24	embodied	embodied	ADJ
app01-8295	73	25	)	)	PUNCT
app01-8295	73	26	impacts	impact	VERB
app01-8295	73	27	parameters	parameter	NOUN
app01-8295	73	28	(	(	PUNCT
app01-8295	73	29	scenario	scenario	NOUN
app01-8295	73	30	3	3	NUM
app01-8295	73	31	)	)	PUNCT
app01-8295	73	32	.	.	PUNCT
app01-8295	74	1	numbers	number	NOUN
app01-8295	74	2	indicate	indicate	VERB
app01-8295	74	3	the	the	DET
app01-8295	74	4	buildings	building	NOUN
app01-8295	74	5	ids	id	VERB
app01-8295	74	6	.	.	PUNCT
app01-8295	75	1	such	such	ADJ
app01-8295	75	2	matrices	matrix	NOUN
app01-8295	75	3	reveal	reveal	VERB
app01-8295	75	4	how	how	SCONJ
app01-8295	75	5	confused	confused	ADJ
app01-8295	75	6	the	the	DET
app01-8295	75	7	model	model	NOUN
app01-8295	75	8	is	be	AUX
app01-8295	75	9	between	between	ADP
app01-8295	75	10	the	the	DET
app01-8295	75	11	predicted	predict	VERB
app01-8295	75	12	classes	class	NOUN
app01-8295	75	13	versus	versus	ADP
app01-8295	75	14	the	the	DET
app01-8295	75	15	actual	actual	ADJ
app01-8295	75	16	outcomes	outcome	NOUN
app01-8295	75	17	,	,	PUNCT
app01-8295	75	18	and	and	CCONJ
app01-8295	75	19	highlights	highlight	NOUN
app01-8295	75	20	instances	instance	NOUN
app01-8295	75	21	in	in	ADP
app01-8295	75	22	which	which	PRON
app01-8295	75	23	one	one	NUM
app01-8295	75	24	class	class	NOUN
app01-8295	75	25	is	be	AUX
app01-8295	75	26	confused	confuse	VERB
app01-8295	75	27	for	for	ADP
app01-8295	75	28	the	the	DET
app01-8295	75	29	other	other	ADJ
app01-8295	75	30	,	,	PUNCT
app01-8295	75	31	providing	provide	VERB
app01-8295	75	32	insightful	insightful	ADJ
app01-8295	75	33	information	information	NOUN
app01-8295	75	34	regarding	regard	VERB
app01-8295	75	35	a	a	DET
app01-8295	75	36	model	model	NOUN
app01-8295	75	37	’s	’s	PART
app01-8295	75	38	accuracy	accuracy	NOUN
app01-8295	75	39	.	.	PUNCT
app01-8295	76	1	the	the	DET
app01-8295	76	2	matrix	matrix	NOUN
app01-8295	76	3	columns	column	NOUN
app01-8295	76	4	are	be	AUX
app01-8295	76	5	the	the	DET
app01-8295	76	6	“	"	PUNCT
app01-8295	76	7	true	true	ADJ
app01-8295	76	8	”	"	PUNCT
app01-8295	76	9	classes	class	NOUN
app01-8295	76	10	(	(	PUNCT
app01-8295	76	11	reference	reference	NOUN
app01-8295	76	12	)	)	PUNCT
app01-8295	76	13	,	,	PUNCT
app01-8295	76	14	while	while	SCONJ
app01-8295	76	15	the	the	DET
app01-8295	76	16	rows	row	NOUN
app01-8295	76	17	are	be	AUX
app01-8295	76	18	“	"	PUNCT
app01-8295	76	19	predicted	predict	VERB
app01-8295	76	20	”	"	PUNCT
app01-8295	76	21	classes	class	NOUN
app01-8295	76	22	.	.	PUNCT
app01-8295	77	1	the	the	DET
app01-8295	77	2	main	main	ADJ
app01-8295	77	3	diagonal	diagonal	NOUN
app01-8295	77	4	shows	show	VERB
app01-8295	77	5	the	the	DET
app01-8295	77	6	cases	case	NOUN
app01-8295	77	7	where	where	SCONJ
app01-8295	77	8	the	the	DET
app01-8295	77	9	model	model	NOUN
app01-8295	77	10	is	be	AUX
app01-8295	77	11	correct	correct	ADJ
app01-8295	77	12	.	.	PUNCT
app01-8295	78	1	3	3	X
app01-8295	78	2	.	.	NOUN
app01-8295	78	3	results	result	NOUN
app01-8295	78	4	and	and	CCONJ
app01-8295	78	5	discussion	discussion	NOUN
app01-8295	78	6	3.1	3.1	NUM
app01-8295	78	7	.	.	PUNCT
app01-8295	79	1	literature	literature	NOUN
app01-8295	79	2	review	review	PROPN
app01-8295	79	3	and	and	CCONJ
app01-8295	79	4	theoretical	theoretical	ADJ
app01-8295	79	5	deepening	deepen	VERB
app01-8295	79	6	several	several	ADJ
app01-8295	79	7	efforts	effort	NOUN
app01-8295	79	8	are	be	AUX
app01-8295	79	9	being	be	AUX
app01-8295	79	10	made	make	VERB
app01-8295	79	11	to	to	PART
app01-8295	79	12	improve	improve	VERB
app01-8295	79	13	the	the	DET
app01-8295	79	14	process	process	NOUN
app01-8295	79	15	of	of	ADP
app01-8295	79	16	creating	create	VERB
app01-8295	79	17	building	building	NOUN
app01-8295	79	18	archetypes	archetype	NOUN
app01-8295	79	19	.	.	PUNCT
app01-8295	80	1	de	de	PROPN
app01-8295	80	2	jagger	jagger	X
app01-8295	80	3	et	et	PROPN
app01-8295	80	4	al	al	PROPN
app01-8295	80	5	.	.	PUNCT
app01-8295	81	1	[	[	X
app01-8295	81	2	19	19	NUM
app01-8295	81	3	]	]	PUNCT
app01-8295	81	4	summarized	summarize	VERB
app01-8295	81	5	the	the	DET
app01-8295	81	6	most	most	ADV
app01-8295	81	7	common	common	ADJ
app01-8295	81	8	variables	variable	NOUN
app01-8295	81	9	within	within	ADP
app01-8295	81	10	32	32	NUM
app01-8295	81	11	studies	study	NOUN
app01-8295	81	12	and	and	CCONJ
app01-8295	81	13	colleto	colleto	NOUN
app01-8295	81	14	and	and	CCONJ
app01-8295	81	15	silva	silva	NOUN
app01-8295	82	1	[	[	X
app01-8295	82	2	11	11	NUM
app01-8295	82	3	]	]	X
app01-8295	82	4	synthetized	synthetize	VERB
app01-8295	82	5	21	21	NUM
app01-8295	82	6	publications	publication	NOUN
app01-8295	82	7	that	that	PRON
app01-8295	82	8	highlighted	highlight	VERB
app01-8295	82	9	in	in	ADP
app01-8295	82	10	the	the	DET
app01-8295	82	11	archetype	archetype	NOUN
app01-8295	82	12	development	development	NOUN
app01-8295	82	13	process	process	NOUN
app01-8295	82	14	.	.	PUNCT
app01-8295	83	1	table	table	NOUN
app01-8295	83	2	2	2	NUM
app01-8295	83	3	gathers	gather	VERB
app01-8295	83	4	the	the	DET
app01-8295	83	5	main	main	ADJ
app01-8295	83	6	parameters	parameter	NOUN
app01-8295	83	7	from	from	ADP
app01-8295	83	8	those	those	DET
app01-8295	83	9	two	two	NUM
app01-8295	83	10	studies	study	NOUN
app01-8295	83	11	,	,	PUNCT
app01-8295	83	12	and	and	CCONJ
app01-8295	83	13	the	the	DET
app01-8295	83	14	relevance	relevance	NOUN
app01-8295	83	15	of	of	ADP
app01-8295	83	16	each	each	DET
app01-8295	83	17	variable	variable	NOUN
app01-8295	83	18	for	for	ADP
app01-8295	83	19	energy	energy	NOUN
app01-8295	83	20	and	and	CCONJ
app01-8295	83	21	embodied	embody	VERB
app01-8295	83	22	impact	impact	NOUN
app01-8295	83	23	assessment	assessment	NOUN
app01-8295	83	24	.	.	PUNCT
app01-8295	84	1	other	other	ADJ
app01-8295	84	2	parameters	parameter	NOUN
app01-8295	84	3	have	have	AUX
app01-8295	84	4	been	be	AUX
app01-8295	84	5	identified	identify	VERB
app01-8295	84	6	as	as	ADP
app01-8295	84	7	not	not	PART
app01-8295	84	8	directly	directly	ADV
app01-8295	84	9	relevant	relevant	ADJ
app01-8295	84	10	for	for	ADP
app01-8295	84	11	lca	lca	PROPN
app01-8295	84	12	,	,	PUNCT
app01-8295	84	13	despite	despite	SCONJ
app01-8295	84	14	their	their	PRON
app01-8295	84	15	high	high	ADJ
app01-8295	84	16	relevance	relevance	NOUN
app01-8295	84	17	for	for	ADP
app01-8295	84	18	energy	energy	NOUN
app01-8295	84	19	:	:	PUNCT
app01-8295	84	20	•	•	NUM
app01-8295	84	21	building	building	NOUN
app01-8295	84	22	geometry	geometry	NOUN
app01-8295	84	23	:	:	PUNCT
app01-8295	84	24	▷	▷	ADJ
app01-8295	84	25	building	building	NOUN
app01-8295	84	26	footprint	footprint	NOUN
app01-8295	84	27	:	:	PUNCT
app01-8295	84	28	4	4	NUM
app01-8295	84	29	occurrences	occurrence	NOUN
app01-8295	84	30	in	in	ADP
app01-8295	84	31	[	[	X
app01-8295	84	32	19	19	NUM
app01-8295	84	33	]	]	PUNCT
app01-8295	84	34	,	,	PUNCT
app01-8295	84	35	5	5	NUM
app01-8295	84	36	in	in	ADP
app01-8295	84	37	[	[	PUNCT
app01-8295	84	38	11	11	NUM
app01-8295	84	39	]	]	SYM
app01-8295	84	40	;	;	PUNCT
app01-8295	84	41	▷	▷	SCONJ
app01-8295	84	42	compactness	compactness	NOUN
app01-8295	84	43	ratio	ratio	NOUN
app01-8295	84	44	:	:	PUNCT
app01-8295	84	45	1	1	NUM
app01-8295	84	46	occurrence	occurrence	NOUN
app01-8295	84	47	in	in	ADP
app01-8295	84	48	[	[	X
app01-8295	84	49	19	19	NUM
app01-8295	84	50	]	]	X
app01-8295	84	51	,	,	PUNCT
app01-8295	84	52	2	2	NUM
app01-8295	84	53	in	in	ADP
app01-8295	84	54	[	[	PUNCT
app01-8295	84	55	11	11	NUM
app01-8295	84	56	]	]	SYM
app01-8295	84	57	;	;	PUNCT
app01-8295	84	58	▷	▷	ADV
app01-8295	84	59	heated	heat	VERB
app01-8295	84	60	volume	volume	NOUN
app01-8295	84	61	or	or	CCONJ
app01-8295	84	62	floor	floor	NOUN
app01-8295	84	63	area	area	NOUN
app01-8295	84	64	:	:	PUNCT
app01-8295	84	65	2	2	NUM
app01-8295	84	66	occurrences	occurrence	NOUN
app01-8295	84	67	in	in	ADP
app01-8295	84	68	[	[	X
app01-8295	84	69	19	19	NUM
app01-8295	84	70	]	]	SYM
app01-8295	84	71	3	3	NUM
app01-8295	84	72	in	in	ADP
app01-8295	84	73	[	[	X
app01-8295	84	74	11	11	NUM
app01-8295	84	75	]	]	X
app01-8295	84	76	;	;	PUNCT
app01-8295	84	77	▷	▷	ADV
app01-8295	84	78	total	total	ADJ
app01-8295	84	79	loss	loss	NOUN
app01-8295	84	80	area	area	NOUN
app01-8295	84	81	:	:	PUNCT
app01-8295	84	82	2	2	NUM
app01-8295	84	83	occurrences	occurrence	NOUN
app01-8295	84	84	in	in	ADP
app01-8295	84	85	[	[	X
app01-8295	84	86	19	19	NUM
app01-8295	84	87	]	]	PUNCT
app01-8295	84	88	,	,	PUNCT
app01-8295	84	89	1	1	NUM
app01-8295	84	90	in	in	ADP
app01-8295	84	91	[	[	PUNCT
app01-8295	84	92	11	11	NUM
app01-8295	84	93	]	]	X
app01-8295	84	94	;	;	PUNCT
app01-8295	84	95	▷	▷	ADJ
app01-8295	84	96	density	density	NOUN
app01-8295	84	97	of	of	ADP
app01-8295	84	98	internal	internal	ADJ
app01-8295	84	99	thermal	thermal	ADJ
app01-8295	84	100	mass	mass	NOUN
app01-8295	84	101	:	:	PUNCT
app01-8295	84	102	2	2	NUM
app01-8295	84	103	occurrences	occurrence	NOUN
app01-8295	84	104	in	in	ADP
app01-8295	84	105	[	[	X
app01-8295	84	106	19	19	NUM
app01-8295	84	107	]	]	PUNCT
app01-8295	84	108	;	;	PUNCT
app01-8295	84	109	▷	▷	ADJ
app01-8295	84	110	ground	ground	NOUN
app01-8295	84	111	elevation	elevation	NOUN
app01-8295	84	112	:	:	PUNCT
app01-8295	84	113	1	1	NUM
app01-8295	84	114	case	case	NOUN
app01-8295	84	115	in	in	ADP
app01-8295	84	116	[	[	X
app01-8295	84	117	11	11	NUM
app01-8295	84	118	]	]	SYM
app01-8295	84	119	;	;	PUNCT
app01-8295	84	120	▷	▷	ADJ
app01-8295	84	121	roof	roof	NOUN
app01-8295	84	122	type	type	NOUN
app01-8295	84	123	/	/	SYM
app01-8295	84	124	shape	shape	NOUN
app01-8295	84	125	:	:	PUNCT
app01-8295	84	126	1	1	NUM
app01-8295	84	127	case	case	NOUN
app01-8295	84	128	in	in	ADP
app01-8295	84	129	[	[	X
app01-8295	84	130	19	19	NUM
app01-8295	84	131	]	]	PUNCT
app01-8295	84	132	,	,	PUNCT
app01-8295	84	133	1	1	NUM
app01-8295	84	134	in	in	ADP
app01-8295	84	135	[	[	PUNCT
app01-8295	84	136	11	11	NUM
app01-8295	84	137	]	]	PUNCT
app01-8295	84	138	;	;	PUNCT
app01-8295	84	139	▷	▷	PROPN
app01-8295	84	140	aspect	aspect	NOUN
app01-8295	84	141	ratio	ratio	NOUN
app01-8295	84	142	:	:	PUNCT
app01-8295	84	143	1	1	NUM
app01-8295	84	144	occurrence	occurrence	NOUN
app01-8295	84	145	in	in	ADP
app01-8295	84	146	[	[	X
app01-8295	84	147	11	11	NUM
app01-8295	84	148	]	]	PUNCT
app01-8295	84	149	;	;	PUNCT
app01-8295	84	150	▷	▷	ADJ
app01-8295	84	151	envelope	envelope	NOUN
app01-8295	84	152	shape	shape	NOUN
app01-8295	84	153	:	:	PUNCT
app01-8295	84	154	1	1	NUM
app01-8295	84	155	occurrence	occurrence	NOUN
app01-8295	84	156	in	in	ADP
app01-8295	84	157	[	[	X
app01-8295	84	158	11	11	NUM
app01-8295	84	159	]	]	SYM
app01-8295	84	160	;	;	PUNCT
app01-8295	84	161	▷	▷	ADJ
app01-8295	84	162	floor	floor	NOUN
app01-8295	84	163	loss	loss	NOUN
app01-8295	84	164	area	area	NOUN
app01-8295	84	165	/	/	SYM
app01-8295	84	166	geometry	geometry	NOUN
app01-8295	84	167	/	/	SYM
app01-8295	84	168	loss	loss	NOUN
app01-8295	84	169	-	-	PUNCT
app01-8295	84	170	to	to	ADP
app01-8295	84	171	-	-	PUNCT
app01-8295	84	172	floor	floor	NOUN
app01-8295	84	173	area	area	NOUN
app01-8295	84	174	ratio	ratio	NOUN
app01-8295	84	175	:	:	PUNCT
app01-8295	84	176	1	1	NUM
app01-8295	84	177	occurrence	occurrence	NOUN
app01-8295	84	178	in	in	ADP
app01-8295	84	179	[	[	X
app01-8295	84	180	19	19	NUM
app01-8295	84	181	]	]	X
app01-8295	84	182	each	each	PRON
app01-8295	84	183	;	;	PUNCT
app01-8295	84	184	▷	▷	ADJ
app01-8295	84	185	position	position	NOUN
app01-8295	84	186	of	of	ADP
app01-8295	84	187	internal	internal	ADJ
app01-8295	84	188	thermal	thermal	ADJ
app01-8295	84	189	mass	mass	NOUN
app01-8295	84	190	:	:	PUNCT
app01-8295	84	191	1	1	NUM
app01-8295	84	192	occurrence	occurrence	NOUN
app01-8295	84	193	in	in	ADP
app01-8295	84	194	[	[	X
app01-8295	84	195	3	3	NUM
app01-8295	84	196	]	]	PUNCT
app01-8295	84	197	;	;	PUNCT
app01-8295	84	198	▷	▷	PROPN
app01-8295	84	199	total	total	ADJ
app01-8295	84	200	area	area	NOUN
app01-8295	84	201	to	to	ADP
app01-8295	84	202	net	net	ADJ
app01-8295	84	203	area	area	NOUN
app01-8295	84	204	ratio	ratio	NOUN
app01-8295	84	205	:	:	PUNCT
app01-8295	84	206	1	1	NUM
app01-8295	84	207	occurrence	occurrence	NOUN
app01-8295	84	208	in	in	ADP
app01-8295	84	209	[	[	X
app01-8295	84	210	11	11	NUM
app01-8295	84	211	]	]	SYM
app01-8295	84	212	;	;	PUNCT
app01-8295	84	213	•	•	NUM
app01-8295	84	214	building	building	NOUN
app01-8295	84	215	occupancy	occupancy	NOUN
app01-8295	84	216	:	:	PUNCT
app01-8295	84	217	▷	▷	ADJ
app01-8295	84	218	occupancy	occupancy	NOUN
app01-8295	84	219	:	:	PUNCT
app01-8295	84	220	3	3	NUM
app01-8295	84	221	occurrences	occurrence	NOUN
app01-8295	84	222	in	in	ADP
app01-8295	84	223	[	[	X
app01-8295	84	224	19	19	NUM
app01-8295	84	225	]	]	X
app01-8295	84	226	;	;	PUNCT
app01-8295	84	227	▷	▷	ADJ
app01-8295	84	228	use	use	NOUN
app01-8295	84	229	of	of	ADP
app01-8295	84	230	ground	ground	NOUN
app01-8295	84	231	floor	floor	NOUN
app01-8295	84	232	:	:	PUNCT
app01-8295	84	233	2	2	NUM
app01-8295	84	234	occurrences	occurrence	NOUN
app01-8295	84	235	in	in	ADP
app01-8295	84	236	[	[	X
app01-8295	84	237	19	19	NUM
app01-8295	84	238	]	]	X
app01-8295	84	239	;	;	PUNCT
app01-8295	84	240	•	•	NUM
app01-8295	84	241	thermal	thermal	ADJ
app01-8295	84	242	quality	quality	NOUN
app01-8295	84	243	:	:	PUNCT
app01-8295	84	244	▷	▷	PROPN
app01-8295	84	245	u	u	NOUN
app01-8295	84	246	-	-	NOUN
app01-8295	84	247	value	value	NOUN
app01-8295	84	248	:	:	PUNCT
app01-8295	84	249	5	5	NUM
app01-8295	84	250	occurrences	occurrence	NOUN
app01-8295	84	251	in	in	ADP
app01-8295	84	252	[	[	X
app01-8295	84	253	19	19	NUM
app01-8295	84	254	]	]	PUNCT
app01-8295	84	255	,	,	PUNCT
app01-8295	84	256	3	3	NUM
app01-8295	84	257	in	in	ADP
app01-8295	84	258	[	[	X
app01-8295	84	259	11	11	NUM
app01-8295	84	260	]	]	SYM
app01-8295	84	261	;	;	PUNCT
app01-8295	84	262	▷	▷	PROPN
app01-8295	84	263	maintenance	maintenance	NOUN
app01-8295	84	264	state	state	NOUN
app01-8295	84	265	:	:	PUNCT
app01-8295	84	266	3	3	NUM
app01-8295	84	267	occurrences	occurrence	NOUN
app01-8295	84	268	in	in	ADP
app01-8295	84	269	[	[	X
app01-8295	84	270	19	19	NUM
app01-8295	84	271	]	]	X
app01-8295	84	272	;	;	PUNCT
app01-8295	84	273	▷	▷	ADJ
app01-8295	84	274	air	air	NOUN
app01-8295	84	275	tightness	tightness	NOUN
app01-8295	84	276	:	:	PUNCT
app01-8295	84	277	2	2	NUM
app01-8295	84	278	occurrences	occurrence	NOUN
app01-8295	84	279	in	in	ADP
app01-8295	84	280	[	[	X
app01-8295	84	281	19	19	NUM
app01-8295	84	282	]	]	X
app01-8295	84	283	;	;	PUNCT
app01-8295	84	284	▷	▷	ADJ
app01-8295	84	285	construction	construction	NOUN
app01-8295	84	286	method	method	NOUN
app01-8295	84	287	:	:	PUNCT
app01-8295	84	288	1	1	NUM
app01-8295	84	289	occurrence	occurrence	NOUN
app01-8295	84	290	in	in	ADP
app01-8295	84	291	[	[	X
app01-8295	84	292	19	19	NUM
app01-8295	84	293	]	]	X
app01-8295	84	294	;	;	PUNCT
app01-8295	84	295	•	•	NUM
app01-8295	84	296	building	building	NOUN
app01-8295	84	297	installations	installation	NOUN
app01-8295	84	298	:	:	PUNCT
app01-8295	84	299	▷	▷	ADJ
app01-8295	84	300	fuel	fuel	NOUN
app01-8295	84	301	typed	type	VERB
app01-8295	84	302	used	use	VERB
app01-8295	84	303	:	:	PUNCT
app01-8295	84	304	6	6	NUM
app01-8295	84	305	occurrences	occurrence	NOUN
app01-8295	84	306	in	in	ADP
app01-8295	84	307	[	[	X
app01-8295	84	308	19	19	NUM
app01-8295	84	309	]	]	PUNCT
app01-8295	84	310	,	,	PUNCT
app01-8295	84	311	3	3	NUM
app01-8295	84	312	in	in	ADP
app01-8295	84	313	[	[	X
app01-8295	84	314	11	11	NUM
app01-8295	84	315	]	]	SYM
app01-8295	84	316	;	;	PUNCT
app01-8295	84	317	▷	▷	PROPN
app01-8295	84	318	hvac	hvac	NOUN
app01-8295	84	319	system	system	NOUN
app01-8295	84	320	6	6	NUM
app01-8295	84	321	occurrences	occurrence	NOUN
app01-8295	84	322	in	in	ADP
app01-8295	84	323	[	[	X
app01-8295	84	324	10	10	NUM
app01-8295	84	325	]	]	PUNCT
app01-8295	84	326	,	,	PUNCT
app01-8295	84	327	6	6	NUM
app01-8295	84	328	[	[	X
app01-8295	84	329	11	11	NUM
app01-8295	84	330	]	]	X
app01-8295	84	331	;	;	PUNCT
app01-8295	84	332	▷	▷	PROPN
app01-8295	84	333	dhw	dhw	PROPN
app01-8295	84	334	cylinder	cylinder	NOUN
app01-8295	84	335	insulation	insulation	NOUN
app01-8295	84	336	thickness	thickness	NOUN
app01-8295	84	337	/	/	SYM
app01-8295	84	338	measured	measure	VERB
app01-8295	84	339	energy	energy	NOUN
app01-8295	84	340	demand	demand	NOUN
app01-8295	84	341	:	:	PUNCT
app01-8295	84	342	2	2	NUM
app01-8295	84	343	occurrences	occurrence	NOUN
app01-8295	84	344	in	in	ADP
app01-8295	84	345	[	[	X
app01-8295	84	346	11	11	NUM
app01-8295	84	347	]	]	PUNCT
app01-8295	84	348	each	each	PRON
app01-8295	84	349	;	;	PUNCT
app01-8295	84	350	and	and	CCONJ
app01-8295	84	351	•	•	NUM
app01-8295	84	352	building	building	NOUN
app01-8295	84	353	environment	environment	NOUN
app01-8295	84	354	:	:	PUNCT
app01-8295	84	355	▷	▷	ADJ
app01-8295	84	356	density	density	NOUN
app01-8295	84	357	of	of	ADP
app01-8295	84	358	urban	urban	ADJ
app01-8295	84	359	area	area	NOUN
app01-8295	84	360	/	/	SYM
app01-8295	84	361	exposure	exposure	NOUN
app01-8295	84	362	:	:	PUNCT
app01-8295	84	363	1	1	NUM
app01-8295	84	364	occurrence	occurrence	NOUN
app01-8295	84	365	in	in	ADP
app01-8295	84	366	[	[	X
app01-8295	84	367	19	19	NUM
app01-8295	84	368	]	]	X
app01-8295	84	369	each	each	PRON
app01-8295	84	370	.	.	PUNCT
app01-8295	85	1	the	the	DET
app01-8295	85	2	parameter	parameter	NOUN
app01-8295	85	3	analysis	analysis	NOUN
app01-8295	85	4	in	in	ADP
app01-8295	85	5	table	table	NOUN
app01-8295	85	6	2	2	NUM
app01-8295	85	7	corroborates	corroborate	VERB
app01-8295	85	8	[	[	X
app01-8295	85	9	10	10	NUM
app01-8295	85	10	]	]	PUNCT
app01-8295	85	11	regarding	regard	VERB
app01-8295	85	12	the	the	DET
app01-8295	85	13	unsuitability	unsuitability	NOUN
app01-8295	85	14	of	of	ADP
app01-8295	85	15	an	an	DET
app01-8295	85	16	archetype	archetype	NOUN
app01-8295	85	17	for	for	ADP
app01-8295	85	18	energy	energy	NOUN
app01-8295	85	19	modeling	modeling	NOUN
app01-8295	85	20	to	to	PART
app01-8295	85	21	support	support	VERB
app01-8295	85	22	materials	material	NOUN
app01-8295	85	23	flow	flow	NOUN
app01-8295	85	24	analyses	analysis	NOUN
app01-8295	85	25	,	,	PUNCT
app01-8295	85	26	by	by	ADP
app01-8295	85	27	reflecting	reflect	VERB
app01-8295	85	28	on	on	ADP
app01-8295	85	29	the	the	DET
app01-8295	85	30	relationship	relationship	NOUN
app01-8295	85	31	of	of	ADP
app01-8295	85	32	oe	oe	PROPN
app01-8295	85	33	variables	variable	NOUN
app01-8295	85	34	on	on	ADP
app01-8295	85	35	materiality	materiality	NOUN
app01-8295	85	36	data	datum	NOUN
app01-8295	85	37	needed	need	VERB
app01-8295	85	38	for	for	ADP
app01-8295	85	39	embodied	embody	VERB
app01-8295	85	40	impact	impact	NOUN
app01-8295	85	41	assessment	assessment	NOUN
app01-8295	85	42	.	.	PUNCT
app01-8295	86	1	the	the	DET
app01-8295	86	2	neural	neural	ADJ
app01-8295	86	3	network	network	NOUN
app01-8295	86	4	classification	classification	NOUN
app01-8295	86	5	and	and	CCONJ
app01-8295	86	6	resulting	result	VERB
app01-8295	86	7	confusion	confusion	NOUN
app01-8295	86	8	matrices	matrix	NOUN
app01-8295	86	9	enabled	enable	VERB
app01-8295	86	10	to	to	PART
app01-8295	86	11	quantify	quantify	VERB
app01-8295	86	12	such	such	ADJ
app01-8295	86	13	inadequacy	inadequacy	NOUN
app01-8295	86	14	for	for	ADP
app01-8295	86	15	the	the	DET
app01-8295	86	16	selected	select	VERB
app01-8295	86	17	case	case	NOUN
app01-8295	86	18	study	study	NOUN
app01-8295	86	19	.	.	PUNCT
app01-8295	87	1	3.2	3.2	NUM
app01-8295	87	2	.	.	PUNCT
app01-8295	87	3	sample	sample	NOUN
app01-8295	87	4	clustering	cluster	VERB
app01-8295	87	5	the	the	DET
app01-8295	87	6	three	three	NUM
app01-8295	87	7	unsupervised	unsupervised	ADJ
app01-8295	87	8	clustering	clustering	ADJ
app01-8295	87	9	scenarios	scenario	NOUN
app01-8295	87	10	resulted	result	VERB
app01-8295	87	11	in	in	ADP
app01-8295	87	12	quite	quite	ADV
app01-8295	87	13	distinct	distinct	ADJ
app01-8295	87	14	results	result	NOUN
app01-8295	87	15	.	.	PUNCT
app01-8295	88	1	for	for	ADP
app01-8295	88	2	example	example	NOUN
app01-8295	88	3	,	,	PUNCT
app01-8295	88	4	in	in	ADP
app01-8295	88	5	the	the	DET
app01-8295	88	6	integrated	integrate	VERB
app01-8295	88	7	clustering	clustering	ADJ
app01-8295	88	8	scenario	scenario	NOUN
app01-8295	88	9	3	3	NUM
app01-8295	88	10	(	(	PUNCT
app01-8295	88	11	figure	figure	NOUN
app01-8295	88	12	3	3	NUM
app01-8295	88	13	)	)	PUNCT
app01-8295	88	14	,	,	PUNCT
app01-8295	88	15	the	the	DET
app01-8295	88	16	9	9	NUM
app01-8295	88	17	clusters	cluster	NOUN
app01-8295	88	18	(	(	PUNCT
app01-8295	88	19	c1	c1	PROPN
app01-8295	88	20	–	–	PUNCT
app01-8295	88	21	c9	c9	NOUN
app01-8295	88	22	)	)	PUNCT
app01-8295	88	23	were	be	AUX
app01-8295	88	24	identified	identify	VERB
app01-8295	88	25	in	in	ADP
app01-8295	88	26	spherical	spherical	ADJ
app01-8295	88	27	groups	group	NOUN
app01-8295	88	28	,	,	PUNCT
app01-8295	88	29	containing	contain	VERB
app01-8295	88	30	a	a	DET
app01-8295	88	31	number	number	NOUN
app01-8295	88	32	of	of	ADP
app01-8295	88	33	elements	element	NOUN
app01-8295	88	34	(	(	PUNCT
app01-8295	88	35	n	n	CCONJ
app01-8295	88	36	):	):	PUNCT
app01-8295	88	37	c1	c1	NOUN
app01-8295	88	38	=	=	PROPN
app01-8295	88	39	27	27	NUM
app01-8295	88	40	n	n	CCONJ
app01-8295	88	41	,	,	PUNCT
app01-8295	88	42	c2	c2	PROPN
app01-8295	88	43	=	=	SYM
app01-8295	88	44	29	29	NUM
app01-8295	88	45	n	n	CCONJ
app01-8295	88	46	,	,	PUNCT
app01-8295	88	47	c3	c3	PROPN
app01-8295	88	48	=	=	PUNCT
app01-8295	88	49	10	10	NUM
app01-8295	88	50	n	n	CCONJ
app01-8295	88	51	,	,	PUNCT
app01-8295	88	52	c4	c4	NOUN
app01-8295	88	53	=	=	SYM
app01-8295	88	54	34	34	NUM
app01-8295	88	55	n	n	CCONJ
app01-8295	88	56	,	,	PUNCT
app01-8295	88	57	c5	c5	PROPN
app01-8295	88	58	=	=	PROPN
app01-8295	88	59	18	18	NUM
app01-8295	88	60	n	n	CCONJ
app01-8295	88	61	,	,	PUNCT
app01-8295	88	62	c6	c6	PROPN
app01-8295	88	63	=	=	PUNCT
app01-8295	88	64	21	21	NUM
app01-8295	88	65	n	n	CCONJ
app01-8295	88	66	,	,	PUNCT
app01-8295	88	67	c7	c7	PROPN
app01-8295	88	68	=	=	PROPN
app01-8295	88	69	39	39	NUM
app01-8295	88	70	n	n	CCONJ
app01-8295	88	71	,	,	PUNCT
app01-8295	88	72	172	172	NUM
app01-8295	88	73	vol	vol	NOUN
app01-8295	88	74	.	.	PUNCT
app01-8295	89	1	38/2022	38/2022	NUM
app01-8295	89	2	exploring	explore	VERB
app01-8295	89	3	machine	machine	NOUN
app01-8295	89	4	learning	learning	NOUN
app01-8295	89	5	-	-	PUNCT
app01-8295	89	6	based	base	VERB
app01-8295	89	7	archetypes	archetype	NOUN
app01-8295	89	8	.	.	PUNCT
app01-8295	89	9	.	.	PUNCT
app01-8295	89	10	.	.	PUNCT
app01-8295	90	1	parameters	parameter	NOUN
app01-8295	90	2	relevance	relevance	VERB
app01-8295	90	3	to	to	ADP
app01-8295	90	4	embodied	embody	VERB
app01-8295	90	5	impacts	impact	NOUN
app01-8295	90	6	relevance	relevance	NOUN
app01-8295	90	7	to	to	ADP
app01-8295	90	8	oe	oe	PROPN
app01-8295	90	9	bu	bu	PROPN
app01-8295	90	10	ild	ild	PROPN
app01-8295	90	11	in	in	ADP
app01-8295	90	12	g	g	PROPN
app01-8295	90	13	ge	ge	PROPN
app01-8295	90	14	om	om	PROPN
app01-8295	90	15	et	et	PROPN
app01-8295	90	16	ry	ry	PROPN
app01-8295	90	17	construction	construction	PROPN
app01-8295	90	18	typology	typology	NOUN
app01-8295	90	19	(	(	PUNCT
app01-8295	90	20	attached	attach	VERB
app01-8295	90	21	,	,	PUNCT
app01-8295	90	22	semi	semi	ADJ
app01-8295	90	23	-	-	ADJ
app01-8295	90	24	detached	detached	ADJ
app01-8295	90	25	,	,	PUNCT
app01-8295	90	26	independent	independent	ADJ
app01-8295	90	27	/	/	SYM
app01-8295	90	28	isolated	isolated	ADJ
app01-8295	90	29	,	,	PUNCT
app01-8295	90	30	continuous	continuous	ADJ
app01-8295	90	31	)	)	PUNCT
app01-8295	90	32	(	(	PUNCT
app01-8295	90	33	15	15	NUM
app01-8295	90	34	)	)	PUNCT
app01-8295	91	1	[	[	X
app01-8295	91	2	19	19	NUM
app01-8295	91	3	]	]	X
app01-8295	91	4	(	(	PUNCT
app01-8295	91	5	9	9	NUM
app01-8295	91	6	)	)	PUNCT
app01-8295	92	1	[	[	X
app01-8295	92	2	11	11	NUM
app01-8295	92	3	]	]	X
app01-8295	92	4	low	low	ADJ
app01-8295	92	5	–	–	PUNCT
app01-8295	92	6	influences	influence	VERB
app01-8295	92	7	the	the	DET
app01-8295	92	8	building	building	NOUN
app01-8295	92	9	materials	material	NOUN
app01-8295	92	10	proportions	proportion	NOUN
app01-8295	92	11	,	,	PUNCT
app01-8295	92	12	but	but	CCONJ
app01-8295	92	13	its	its	PRON
app01-8295	92	14	relation	relation	NOUN
app01-8295	92	15	to	to	ADP
app01-8295	92	16	material	material	NOUN
app01-8295	92	17	types	type	NOUN
app01-8295	92	18	and	and	CCONJ
app01-8295	92	19	masses	masse	NOUN
app01-8295	92	20	is	be	AUX
app01-8295	92	21	limited	limit	VERB
app01-8295	92	22	•	•	NUM
app01-8295	92	23	influences	influence	VERB
app01-8295	92	24	the	the	DET
app01-8295	92	25	quantities	quantity	NOUN
app01-8295	92	26	of	of	ADP
app01-8295	92	27	materials	material	NOUN
app01-8295	92	28	(	(	PUNCT
app01-8295	92	29	e.g.	e.g.	ADV
app01-8295	92	30	,	,	PUNCT
app01-8295	92	31	attached	attach	VERB
app01-8295	92	32	buildings	building	NOUN
app01-8295	92	33	share	share	VERB
app01-8295	92	34	walls	wall	NOUN
app01-8295	92	35	)	)	PUNCT
app01-8295	92	36	high	high	ADV
app01-8295	92	37	–	–	PUNCT
app01-8295	92	38	it	it	PRON
app01-8295	92	39	defines	define	VERB
app01-8295	92	40	important	important	ADJ
app01-8295	92	41	characteristics	characteristic	NOUN
app01-8295	92	42	for	for	ADP
app01-8295	92	43	the	the	DET
app01-8295	92	44	building	building	NOUN
app01-8295	92	45	’s	’s	PART
app01-8295	92	46	operational	operational	ADJ
app01-8295	92	47	energy	energy	NOUN
app01-8295	92	48	performance	performance	NOUN
app01-8295	92	49	due	due	ADP
app01-8295	92	50	to	to	ADP
app01-8295	92	51	differences	difference	NOUN
app01-8295	92	52	in	in	ADP
app01-8295	92	53	solar	solar	ADJ
app01-8295	92	54	incidence	incidence	NOUN
app01-8295	92	55	,	,	PUNCT
app01-8295	92	56	wind	wind	NOUN
app01-8295	92	57	,	,	PUNCT
app01-8295	92	58	thermal	thermal	ADJ
app01-8295	92	59	mass	mass	NOUN
app01-8295	92	60	etc	etc	X
app01-8295	92	61	.	.	PUNCT
app01-8295	92	62	façade	façade	NOUN
app01-8295	92	63	-	-	PUNCT
app01-8295	92	64	area	area	NOUN
app01-8295	92	65	ratio	ratio	NOUN
app01-8295	92	66	(	(	PUNCT
app01-8295	92	67	1	1	NUM
app01-8295	92	68	)	)	PUNCT
app01-8295	93	1	[	[	X
app01-8295	93	2	19	19	NUM
app01-8295	93	3	]	]	ADJ
app01-8295	93	4	roof	roof	NOUN
app01-8295	93	5	-	-	PUNCT
app01-8295	93	6	area	area	NOUN
app01-8295	93	7	ratio	ratio	NOUN
app01-8295	93	8	(	(	PUNCT
app01-8295	93	9	1	1	NUM
app01-8295	93	10	)	)	PUNCT
app01-8295	93	11	[	[	X
app01-8295	93	12	19	19	NUM
app01-8295	93	13	]	]	SYM
app01-8295	93	14	•	•	NUM
app01-8295	93	15	proportion	proportion	NOUN
app01-8295	93	16	of	of	ADP
app01-8295	93	17	façade	façade	NOUN
app01-8295	93	18	materials	material	NOUN
app01-8295	93	19	or	or	CCONJ
app01-8295	93	20	roof	roof	NOUN
app01-8295	93	21	materials	material	NOUN
app01-8295	93	22	out	out	ADP
app01-8295	93	23	of	of	ADP
app01-8295	93	24	the	the	DET
app01-8295	93	25	total	total	ADJ
app01-8295	93	26	amount	amount	NOUN
app01-8295	93	27	of	of	ADP
app01-8295	93	28	building	building	NOUN
app01-8295	93	29	materials	material	NOUN
app01-8295	93	30	and	and	CCONJ
app01-8295	93	31	their	their	PRON
app01-8295	93	32	respective	respective	ADJ
app01-8295	93	33	impacts	impact	NOUN
app01-8295	93	34	building	build	VERB
app01-8295	93	35	height	height	NOUN
app01-8295	93	36	(	(	PUNCT
app01-8295	93	37	3	3	X
app01-8295	93	38	)	)	PUNCT
app01-8295	94	1	[	[	X
app01-8295	94	2	19	19	NUM
app01-8295	94	3	]	]	X
app01-8295	94	4	(	(	PUNCT
app01-8295	94	5	5	5	X
app01-8295	94	6	)	)	PUNCT
app01-8295	95	1	[	[	X
app01-8295	95	2	11	11	NUM
app01-8295	95	3	]	]	SYM
app01-8295	95	4	medium	medium	ADJ
app01-8295	95	5	–	–	PUNCT
app01-8295	95	6	data	data	NOUN
app01-8295	95	7	support	support	NOUN
app01-8295	95	8	materials	material	NOUN
app01-8295	95	9	quantity	quantity	NOUN
app01-8295	95	10	surveying	survey	VERB
app01-8295	95	11	•	•	NOUN
app01-8295	95	12	multiplier	multiplier	ADV
app01-8295	95	13	for	for	ADP
app01-8295	95	14	material	material	NOUN
app01-8295	95	15	estimation	estimation	NOUN
app01-8295	95	16	in	in	ADP
app01-8295	95	17	vertical	vertical	ADJ
app01-8295	95	18	elements	element	NOUN
app01-8295	95	19	(	(	PUNCT
app01-8295	95	20	walls	wall	NOUN
app01-8295	95	21	,	,	PUNCT
app01-8295	95	22	columns	column	NOUN
app01-8295	95	23	etc	etc	X
app01-8295	95	24	)	)	PUNCT
app01-8295	95	25	window	window	NOUN
app01-8295	95	26	area	area	NOUN
app01-8295	95	27	(	(	PUNCT
app01-8295	95	28	3	3	X
app01-8295	95	29	)	)	PUNCT
app01-8295	96	1	[	[	X
app01-8295	96	2	19	19	NUM
app01-8295	96	3	]	]	X
app01-8295	96	4	(	(	PUNCT
app01-8295	96	5	2	2	X
app01-8295	96	6	)	)	PUNCT
app01-8295	96	7	[	[	X
app01-8295	96	8	11	11	NUM
app01-8295	96	9	]	]	SYM
app01-8295	96	10	•	•	NOUN
app01-8295	96	11	supports	support	VERB
app01-8295	96	12	window	window	NOUN
app01-8295	96	13	material	material	NOUN
app01-8295	96	14	and	and	CCONJ
app01-8295	96	15	–	–	PUNCT
app01-8295	96	16	jointly	jointly	ADV
app01-8295	96	17	with	with	ADP
app01-8295	96	18	wwr	wwr	PROPN
app01-8295	96	19	–	–	PUNCT
app01-8295	96	20	wall	wall	PROPN
app01-8295	96	21	area	area	PROPN
app01-8295	96	22	estimates	estimate	VERB
app01-8295	96	23	window	window	NOUN
app01-8295	96	24	-	-	PUNCT
app01-8295	96	25	to	to	ADP
app01-8295	96	26	-	-	PUNCT
app01-8295	96	27	wall	wall	NOUN
app01-8295	96	28	ratio	ratio	PROPN
app01-8295	96	29	(	(	PUNCT
app01-8295	96	30	wwr	wwr	PROPN
app01-8295	96	31	)	)	PUNCT
app01-8295	96	32	(	(	PUNCT
app01-8295	96	33	4	4	X
app01-8295	96	34	)	)	PUNCT
app01-8295	97	1	[	[	X
app01-8295	97	2	19	19	NUM
app01-8295	97	3	]	]	X
app01-8295	97	4	(	(	PUNCT
app01-8295	97	5	3	3	X
app01-8295	97	6	)	)	PUNCT
app01-8295	98	1	[	[	X
app01-8295	98	2	11	11	NUM
app01-8295	98	3	]	]	SYM
app01-8295	98	4	•	•	NOUN
app01-8295	98	5	relative	relative	ADJ
app01-8295	98	6	proportion	proportion	NOUN
app01-8295	98	7	of	of	ADP
app01-8295	98	8	materials	material	NOUN
app01-8295	98	9	in	in	ADP
app01-8295	98	10	windows	window	NOUN
app01-8295	98	11	and	and	CCONJ
app01-8295	98	12	walls	wall	NOUN
app01-8295	98	13	and	and	CCONJ
app01-8295	98	14	their	their	PRON
app01-8295	98	15	respective	respective	ADJ
app01-8295	98	16	impacts	impact	NOUN
app01-8295	98	17	floor	floor	NOUN
app01-8295	98	18	area	area	NOUN
app01-8295	98	19	(	(	PUNCT
app01-8295	98	20	5	5	NUM
app01-8295	98	21	)	)	PUNCT
app01-8295	99	1	[	[	X
app01-8295	99	2	11	11	NUM
app01-8295	99	3	]	]	SYM
app01-8295	99	4	•	•	NOUN
app01-8295	99	5	relevant	relevant	ADJ
app01-8295	99	6	for	for	ADP
app01-8295	99	7	quantity	quantity	NOUN
app01-8295	99	8	surveying	survey	VERB
app01-8295	99	9	nr	nr	PRON
app01-8295	99	10	.	.	PROPN
app01-8295	99	11	of	of	ADP
app01-8295	99	12	dwellings	dwelling	NOUN
app01-8295	99	13	(	(	PUNCT
app01-8295	99	14	buildings	building	NOUN
app01-8295	99	15	)	)	PUNCT
app01-8295	99	16	/	/	SYM
app01-8295	99	17	rooms	room	NOUN
app01-8295	99	18	(	(	PUNCT
app01-8295	99	19	residences	residence	NOUN
app01-8295	99	20	)	)	PUNCT
app01-8295	99	21	(	(	PUNCT
app01-8295	99	22	2	2	X
app01-8295	99	23	)	)	PUNCT
app01-8295	100	1	[	[	X
app01-8295	100	2	11	11	NUM
app01-8295	100	3	]	]	SYM
app01-8295	100	4	•	•	NOUN
app01-8295	100	5	multiplier	multipli	ADJ
app01-8295	100	6	for	for	ADP
app01-8295	100	7	the	the	DET
app01-8295	100	8	bill	bill	NOUN
app01-8295	100	9	of	of	ADP
app01-8295	100	10	materials	material	NOUN
app01-8295	100	11	of	of	ADP
app01-8295	100	12	a	a	DET
app01-8295	100	13	building	building	NOUN
app01-8295	100	14	floor	floor	NOUN
app01-8295	100	15	;	;	PUNCT
app01-8295	100	16	•	•	NUM
app01-8295	100	17	materials	material	NOUN
app01-8295	100	18	estimation	estimation	NOUN
app01-8295	100	19	of	of	ADP
app01-8295	100	20	internal	internal	ADJ
app01-8295	100	21	elements	element	NOUN
app01-8295	100	22	number	number	NOUN
app01-8295	100	23	of	of	ADP
app01-8295	100	24	floors	floor	NOUN
app01-8295	100	25	/	/	SYM
app01-8295	100	26	stories	story	NOUN
app01-8295	100	27	(	(	PUNCT
app01-8295	100	28	5	5	X
app01-8295	100	29	)	)	PUNCT
app01-8295	100	30	[	[	X
app01-8295	100	31	19	19	NUM
app01-8295	100	32	]	]	X
app01-8295	100	33	(	(	PUNCT
app01-8295	100	34	7	7	X
app01-8295	100	35	)	)	PUNCT
app01-8295	101	1	[	[	X
app01-8295	101	2	11	11	NUM
app01-8295	101	3	]	]	X
app01-8295	101	4	high	high	ADJ
app01-8295	101	5	–	–	PUNCT
app01-8295	101	6	data	data	NOUN
app01-8295	101	7	support	support	NOUN
app01-8295	101	8	materials	material	NOUN
app01-8295	101	9	quantity	quantity	NOUN
app01-8295	101	10	surveying	survey	VERB
app01-8295	101	11	•	•	NOUN
app01-8295	101	12	multiplier	multiplier	ADV
app01-8295	101	13	for	for	ADP
app01-8295	101	14	the	the	DET
app01-8295	101	15	bill	bill	NOUN
app01-8295	101	16	of	of	ADP
app01-8295	101	17	materials	material	NOUN
app01-8295	101	18	for	for	ADP
app01-8295	101	19	a	a	DET
app01-8295	101	20	multistorey	multistorey	NOUN
app01-8295	101	21	building	build	VERB
app01-8295	101	22	total	total	ADJ
app01-8295	101	23	area	area	NOUN
app01-8295	101	24	(	(	PUNCT
app01-8295	101	25	8)	8)	NUM
app01-8295	101	26	[	[	X
app01-8295	101	27	19	19	NUM
app01-8295	101	28	]	]	SYM
app01-8295	101	29	•	•	NOUN
app01-8295	101	30	multiplier	multipli	ADJ
app01-8295	101	31	for	for	ADP
app01-8295	101	32	the	the	DET
app01-8295	101	33	total	total	ADJ
app01-8295	101	34	bill	bill	NOUN
app01-8295	101	35	of	of	ADP
app01-8295	101	36	materials	material	NOUN
app01-8295	101	37	high	high	ADJ
app01-8295	101	38	–	–	PUNCT
app01-8295	101	39	essential	essential	ADJ
app01-8295	101	40	geometric	geometric	ADJ
app01-8295	101	41	data	datum	NOUN
app01-8295	101	42	for	for	ADP
app01-8295	101	43	operational	operational	ADJ
app01-8295	101	44	energy	energy	NOUN
app01-8295	101	45	performance	performance	NOUN
app01-8295	101	46	calculations	calculation	NOUN
app01-8295	101	47	and	and	CCONJ
app01-8295	101	48	simulations	simulation	NOUN
app01-8295	101	49	facade	facade	NOUN
app01-8295	101	50	materials	material	NOUN
app01-8295	101	51	(	(	PUNCT
app01-8295	101	52	1	1	NUM
app01-8295	101	53	)	)	PUNCT
app01-8295	102	1	[	[	X
app01-8295	102	2	11	11	NUM
app01-8295	102	3	]	]	SYM
app01-8295	102	4	•	•	NUM
app01-8295	102	5	essential	essential	ADJ
app01-8295	102	6	data	datum	NOUN
app01-8295	102	7	to	to	PART
app01-8295	102	8	support	support	VERB
app01-8295	102	9	the	the	DET
app01-8295	102	10	bill	bill	NOUN
app01-8295	102	11	of	of	ADP
app01-8295	102	12	quantities	quantity	NOUN
app01-8295	102	13	calculations	calculation	NOUN
app01-8295	102	14	high	high	ADJ
app01-8295	102	15	–	–	PUNCT
app01-8295	102	16	non	non	ADJ
app01-8295	102	17	-	-	ADJ
app01-8295	102	18	geometric	geometric	ADJ
app01-8295	102	19	data	datum	NOUN
app01-8295	102	20	essential	essential	ADJ
app01-8295	102	21	for	for	ADP
app01-8295	102	22	oe	oe	PROPN
app01-8295	102	23	calculations/	calculations/	PROPN
app01-8295	102	24	simulations	simulation	NOUN
app01-8295	102	25	bu	bu	ADP
app01-8295	102	26	ild	ild	VERB
app01-8295	102	27	in	in	ADP
app01-8295	102	28	g	g	PROPN
app01-8295	102	29	oc	oc	ADP
app01-8295	102	30	cu	cu	PROPN
app01-8295	102	31	pa	pa	PROPN
app01-8295	102	32	nc	nc	PROPN
app01-8295	102	33	y	y	PROPN
app01-8295	102	34	use	use	VERB
app01-8295	102	35	typology	typology	NOUN
app01-8295	102	36	/	/	SYM
app01-8295	102	37	final	final	ADJ
app01-8295	102	38	use	use	NOUN
app01-8295	102	39	(	(	PUNCT
app01-8295	102	40	14	14	NUM
app01-8295	102	41	)	)	PUNCT
app01-8295	103	1	[	[	X
app01-8295	103	2	19	19	NUM
app01-8295	103	3	]	]	X
app01-8295	103	4	(	(	PUNCT
app01-8295	103	5	13	13	NUM
app01-8295	103	6	)	)	PUNCT
app01-8295	104	1	[	[	X
app01-8295	104	2	11	11	NUM
app01-8295	104	3	]	]	X
app01-8295	104	4	low	low	ADJ
app01-8295	104	5	–	–	PUNCT
app01-8295	104	6	does	do	AUX
app01-8295	104	7	not	not	PART
app01-8295	104	8	standardize	standardize	VERB
app01-8295	104	9	building	building	NOUN
app01-8295	104	10	materials	material	NOUN
app01-8295	104	11	used	use	VERB
app01-8295	104	12	in	in	ADP
app01-8295	104	13	construction	construction	NOUN
app01-8295	104	14	.	.	PUNCT
app01-8295	105	1	can	can	AUX
app01-8295	105	2	be	be	AUX
app01-8295	105	3	compensated	compensate	VERB
app01-8295	105	4	for	for	ADP
app01-8295	105	5	by	by	ADP
app01-8295	105	6	correction	correction	NOUN
app01-8295	105	7	factors	factor	NOUN
app01-8295	105	8	that	that	PRON
app01-8295	105	9	represent	represent	VERB
app01-8295	105	10	,	,	PUNCT
app01-8295	105	11	for	for	ADP
app01-8295	105	12	example	example	NOUN
app01-8295	105	13	,	,	PUNCT
app01-8295	105	14	important	important	ADJ
app01-8295	105	15	differences	difference	NOUN
app01-8295	105	16	in	in	ADP
app01-8295	105	17	building	building	NOUN
app01-8295	105	18	systems	system	NOUN
app01-8295	105	19	high	high	ADJ
app01-8295	105	20	–	–	PUNCT
app01-8295	105	21	equipment	equipment	NOUN
app01-8295	105	22	and	and	CCONJ
app01-8295	105	23	use	use	VERB
app01-8295	105	24	intensity	intensity	NOUN
app01-8295	105	25	/	/	SYM
app01-8295	105	26	schedule	schedule	NOUN
app01-8295	105	27	are	be	AUX
app01-8295	105	28	proxies	proxy	NOUN
app01-8295	105	29	for	for	ADP
app01-8295	105	30	energy	energy	NOUN
app01-8295	105	31	consumption	consumption	NOUN
app01-8295	105	32	patterns	pattern	NOUN
app01-8295	105	33	of	of	ADP
app01-8295	105	34	different	different	ADJ
app01-8295	105	35	end	end	NOUN
app01-8295	105	36	use	use	VERB
app01-8295	105	37	typologies	typology	NOUN
app01-8295	105	38	.	.	PUNCT
app01-8295	106	1	bu	bu	PROPN
app01-8295	106	2	ild	ild	PROPN
app01-8295	106	3	in	in	ADP
app01-8295	106	4	g	g	PROPN
app01-8295	106	5	ag	ag	PROPN
app01-8295	106	6	e	e	PROPN
app01-8295	106	7	construction	construction	NOUN
app01-8295	106	8	year	year	NOUN
app01-8295	106	9	/	/	SYM
app01-8295	106	10	period	period	NOUN
app01-8295	106	11	(	(	PUNCT
app01-8295	106	12	20	20	NUM
app01-8295	106	13	)	)	PUNCT
app01-8295	107	1	[	[	X
app01-8295	107	2	19	19	NUM
app01-8295	107	3	]	]	X
app01-8295	107	4	(	(	PUNCT
app01-8295	107	5	19	19	NUM
app01-8295	107	6	)	)	PUNCT
app01-8295	108	1	[	[	X
app01-8295	108	2	11	11	NUM
app01-8295	108	3	]	]	SYM
app01-8295	108	4	medium	medium	NOUN
app01-8295	108	5	–	–	PUNCT
app01-8295	108	6	allows	allow	VERB
app01-8295	108	7	retrieving	retrieve	VERB
app01-8295	108	8	the	the	DET
app01-8295	108	9	probable	probable	ADJ
app01-8295	108	10	physical	physical	ADJ
app01-8295	108	11	/	/	SYM
app01-8295	108	12	material	material	NOUN
app01-8295	108	13	configuration	configuration	NOUN
app01-8295	108	14	from	from	ADP
app01-8295	108	15	the	the	DET
app01-8295	108	16	implemented	implement	VERB
app01-8295	108	17	building	building	NOUN
app01-8295	108	18	regulation	regulation	NOUN
app01-8295	108	19	.	.	PUNCT
app01-8295	109	1	in	in	ADP
app01-8295	109	2	places	place	NOUN
app01-8295	109	3	without	without	ADP
app01-8295	109	4	such	such	ADJ
app01-8295	109	5	regulations	regulation	NOUN
app01-8295	109	6	,	,	PUNCT
app01-8295	109	7	it	it	PRON
app01-8295	109	8	only	only	ADV
app01-8295	109	9	points	point	VERB
app01-8295	109	10	out	out	ADP
app01-8295	109	11	building	building	NOUN
app01-8295	109	12	trends	trend	NOUN
app01-8295	109	13	.	.	PUNCT
app01-8295	110	1	high	high	ADJ
app01-8295	110	2	–	–	PUNCT
app01-8295	110	3	allows	allow	VERB
app01-8295	110	4	retrieving	retrieve	VERB
app01-8295	110	5	the	the	DET
app01-8295	110	6	probable	probable	ADJ
app01-8295	110	7	physical	physical	ADJ
app01-8295	110	8	/	/	SYM
app01-8295	110	9	material	material	NOUN
app01-8295	110	10	configuration	configuration	NOUN
app01-8295	110	11	from	from	ADP
app01-8295	110	12	building	building	NOUN
app01-8295	110	13	regulations	regulation	NOUN
app01-8295	110	14	.	.	PUNCT
app01-8295	111	1	if	if	SCONJ
app01-8295	111	2	absent	absent	ADJ
app01-8295	111	3	,	,	PUNCT
app01-8295	111	4	utility	utility	NOUN
app01-8295	111	5	for	for	ADP
app01-8295	111	6	inferring	infer	VERB
app01-8295	111	7	building	building	NOUN
app01-8295	111	8	trends	trend	NOUN
app01-8295	111	9	for	for	ADP
app01-8295	111	10	archetypes	archetype	NOUN
app01-8295	111	11	development	development	NOUN
app01-8295	111	12	is	be	AUX
app01-8295	111	13	limited	limited	ADJ
app01-8295	111	14	.	.	PUNCT
app01-8295	112	1	year	year	NOUN
app01-8295	112	2	of	of	ADP
app01-8295	112	3	building	building	NOUN
app01-8295	112	4	’s	’s	PART
app01-8295	112	5	last	last	ADJ
app01-8295	112	6	renovation	renovation	NOUN
app01-8295	112	7	(	(	PUNCT
app01-8295	112	8	1	1	NUM
app01-8295	112	9	)	)	PUNCT
app01-8295	113	1	[	[	X
app01-8295	113	2	11	11	NUM
app01-8295	113	3	]	]	X
app01-8295	113	4	high	high	ADJ
app01-8295	113	5	–	–	PUNCT
app01-8295	113	6	enables	enable	VERB
app01-8295	113	7	potential	potential	ADJ
app01-8295	113	8	for	for	ADP
app01-8295	113	9	retrofit	retrofit	NOUN
app01-8295	113	10	/	/	SYM
app01-8295	113	11	renovation	renovation	NOUN
app01-8295	113	12	analyses	analysis	NOUN
app01-8295	113	13	and	and	CCONJ
app01-8295	113	14	maintenance	maintenance	NOUN
app01-8295	113	15	,	,	PUNCT
app01-8295	113	16	which	which	PRON
app01-8295	113	17	directly	directly	ADV
app01-8295	113	18	influence	influence	VERB
app01-8295	113	19	a	a	DET
app01-8295	113	20	buildings	building	NOUN
app01-8295	113	21	’	'	PUNCT
app01-8295	113	22	materiality	materiality	NOUN
app01-8295	113	23	.	.	PUNCT
app01-8295	114	1	high	high	ADJ
app01-8295	114	2	–	–	PUNCT
app01-8295	114	3	enables	enable	VERB
app01-8295	114	4	retrofit	retrofit	VERB
app01-8295	114	5	potential	potential	ADJ
app01-8295	114	6	analysis	analysis	NOUN
app01-8295	114	7	bu	bu	AUX
app01-8295	114	8	ild	ild	PROPN
app01-8295	114	9	in	in	ADP
app01-8295	114	10	g	g	PROPN
app01-8295	114	11	en	en	ADP
app01-8295	114	12	vi	vi	PROPN
app01-8295	114	13	ro	ro	X
app01-8295	114	14	nm	nm	PROPN
app01-8295	114	15	en	en	PROPN
app01-8295	114	16	t	t	PROPN
app01-8295	114	17	climatic	climatic	ADJ
app01-8295	114	18	zone	zone	NOUN
app01-8295	114	19	(	(	PUNCT
app01-8295	114	20	12	12	NUM
app01-8295	114	21	)	)	PUNCT
app01-8295	115	1	[	[	X
app01-8295	115	2	19	19	NUM
app01-8295	115	3	]	]	X
app01-8295	115	4	(	(	PUNCT
app01-8295	115	5	3	3	X
app01-8295	115	6	)	)	PUNCT
app01-8295	115	7	[	[	X
app01-8295	115	8	11	11	NUM
app01-8295	115	9	]	]	X
app01-8295	115	10	location	location	NOUN
app01-8295	115	11	(	(	PUNCT
app01-8295	115	12	3	3	NUM
app01-8295	115	13	)	)	PUNCT
app01-8295	116	1	[	[	X
app01-8295	116	2	19	19	NUM
app01-8295	116	3	]	]	X
app01-8295	116	4	high	high	ADJ
app01-8295	116	5	–	–	PUNCT
app01-8295	116	6	enables	enable	VERB
app01-8295	116	7	appropriate	appropriate	ADJ
app01-8295	116	8	materials	material	NOUN
app01-8295	116	9	selection	selection	NOUN
app01-8295	116	10	according	accord	VERB
app01-8295	116	11	to	to	ADP
app01-8295	116	12	raw	raw	ADJ
app01-8295	116	13	material	material	NOUN
app01-8295	116	14	sources	source	NOUN
app01-8295	116	15	/	/	SYM
app01-8295	116	16	transportation	transportation	NOUN
app01-8295	116	17	,	,	PUNCT
app01-8295	116	18	and	and	CCONJ
app01-8295	116	19	energy	energy	NOUN
app01-8295	116	20	matrix	matrix	NOUN
app01-8295	116	21	.	.	PUNCT
app01-8295	117	1	high	high	ADJ
app01-8295	117	2	–	–	PUNCT
app01-8295	117	3	non	non	ADJ
app01-8295	117	4	-	-	ADJ
app01-8295	117	5	geometric	geometric	ADJ
app01-8295	117	6	data	datum	NOUN
app01-8295	117	7	essential	essential	ADJ
app01-8295	117	8	for	for	ADP
app01-8295	117	9	calculations	calculation	NOUN
app01-8295	117	10	and	and	CCONJ
app01-8295	117	11	simulations	simulation	NOUN
app01-8295	117	12	table	table	NOUN
app01-8295	117	13	2	2	NUM
app01-8295	117	14	.	.	PUNCT
app01-8295	118	1	analysis	analysis	NOUN
app01-8295	118	2	of	of	ADP
app01-8295	118	3	the	the	DET
app01-8295	118	4	main	main	ADJ
app01-8295	118	5	parameters	parameter	NOUN
app01-8295	118	6	used	use	VERB
app01-8295	118	7	for	for	ADP
app01-8295	118	8	building	build	VERB
app01-8295	118	9	archetype	archetype	NOUN
app01-8295	118	10	development	development	NOUN
app01-8295	118	11	.	.	PUNCT
app01-8295	119	1	numbers	number	NOUN
app01-8295	119	2	within	within	ADP
app01-8295	119	3	parentheses	parenthesis	NOUN
app01-8295	119	4	indicate	indicate	VERB
app01-8295	119	5	the	the	DET
app01-8295	119	6	occurrences	occurrence	NOUN
app01-8295	119	7	in	in	ADP
app01-8295	119	8	the	the	DET
app01-8295	119	9	reviewed	review	VERB
app01-8295	119	10	literature	literature	NOUN
app01-8295	119	11	.	.	PUNCT
app01-8295	120	1	173	173	NUM
app01-8295	120	2	giseli	giseli	PROPN
app01-8295	120	3	mary	mary	PROPN
app01-8295	120	4	colleto	colleto	PROPN
app01-8295	120	5	,	,	PUNCT
app01-8295	120	6	vanessa	vanessa	PROPN
app01-8295	120	7	gomes	gomes	PROPN
app01-8295	120	8	acta	acta	PROPN
app01-8295	120	9	polytechnica	polytechnica	PROPN
app01-8295	120	10	ctu	ctu	PROPN
app01-8295	120	11	proceedings	proceeding	NOUN
app01-8295	120	12	c8	c8	PROPN
app01-8295	120	13	=	=	PUNCT
app01-8295	120	14	48	48	NUM
app01-8295	120	15	n	n	NOUN
app01-8295	120	16	and	and	CCONJ
app01-8295	120	17	c9	c9	NOUN
app01-8295	120	18	=	=	SYM
app01-8295	120	19	1	1	NUM
app01-8295	120	20	n.	n.	NOUN
app01-8295	120	21	cluster	cluster	NOUN
app01-8295	120	22	c9	c9	NOUN
app01-8295	120	23	contains	contain	VERB
app01-8295	120	24	only	only	ADV
app01-8295	120	25	one	one	NUM
app01-8295	120	26	building	building	NOUN
app01-8295	120	27	(	(	PUNCT
app01-8295	120	28	campus	campus	NOUN
app01-8295	120	29	hospital	hospital	NOUN
app01-8295	120	30	)	)	PUNCT
app01-8295	120	31	,	,	PUNCT
app01-8295	120	32	for	for	ADP
app01-8295	120	33	its	its	PRON
app01-8295	120	34	exceptional	exceptional	ADJ
app01-8295	120	35	total	total	ADJ
app01-8295	120	36	built	build	VERB
app01-8295	120	37	area	area	NOUN
app01-8295	120	38	.	.	PUNCT
app01-8295	121	1	for	for	ADP
app01-8295	121	2	each	each	DET
app01-8295	121	3	cluster	cluster	NOUN
app01-8295	121	4	,	,	PUNCT
app01-8295	121	5	the	the	DET
app01-8295	121	6	medoid	medoid	PROPN
app01-8295	121	7	(	(	PUNCT
app01-8295	121	8	m1	m1	PROPN
app01-8295	121	9	=	=	SYM
app01-8295	121	10	id1367	id1367	PROPN
app01-8295	121	11	;	;	PUNCT
app01-8295	121	12	m2	m2	PROPN
app01-8295	121	13	=	=	PUNCT
app01-8295	121	14	id1076	id1076	PROPN
app01-8295	121	15	;	;	PUNCT
app01-8295	121	16	m3	m3	PROPN
app01-8295	121	17	=	=	PUNCT
app01-8295	121	18	id0.12	id0.12	PROPN
app01-8295	121	19	;	;	PUNCT
app01-8295	121	20	m4	m4	PROPN
app01-8295	121	21	=	=	PUNCT
app01-8295	121	22	id301	id301	PROPN
app01-8295	121	23	;	;	PUNCT
app01-8295	121	24	m5	m5	PROPN
app01-8295	121	25	=	=	SYM
app01-8295	121	26	id0.46	id0.46	PROPN
app01-8295	121	27	;	;	PUNCT
app01-8295	121	28	m6	m6	PROPN
app01-8295	121	29	=	=	SYM
app01-8295	121	30	id396	id396	PROPN
app01-8295	121	31	;	;	PUNCT
app01-8295	121	32	m7	m7	PROPN
app01-8295	121	33	=	=	SYM
app01-8295	121	34	id99	id99	PROPN
app01-8295	121	35	;	;	PUNCT
app01-8295	121	36	m8	m8	PROPN
app01-8295	121	37	=	=	PROPN
app01-8295	121	38	id400	id400	PROPN
app01-8295	121	39	;	;	PUNCT
app01-8295	121	40	m9	m9	PROPN
app01-8295	121	41	=	=	SYM
app01-8295	121	42	id518	id518	PROPN
app01-8295	121	43	)	)	PUNCT
app01-8295	121	44	is	be	AUX
app01-8295	121	45	the	the	DET
app01-8295	121	46	representative	representative	ADJ
app01-8295	121	47	building	building	NOUN
app01-8295	121	48	to	to	PART
app01-8295	121	49	support	support	VERB
app01-8295	121	50	subsequent	subsequent	ADJ
app01-8295	121	51	archetype	archetype	NOUN
app01-8295	121	52	development	development	NOUN
app01-8295	121	53	.	.	PUNCT
app01-8295	122	1	in	in	ADP
app01-8295	122	2	confusion	confusion	NOUN
app01-8295	122	3	matrices	matrix	NOUN
app01-8295	122	4	(	(	PUNCT
app01-8295	122	5	figures	figure	NOUN
app01-8295	122	6	1	1	NUM
app01-8295	122	7	and	and	CCONJ
app01-8295	122	8	2	2	NUM
app01-8295	122	9	)	)	PUNCT
app01-8295	122	10	,	,	PUNCT
app01-8295	122	11	the	the	DET
app01-8295	122	12	columns	column	NOUN
app01-8295	122	13	are	be	AUX
app01-8295	122	14	the	the	DET
app01-8295	122	15	“	"	PUNCT
app01-8295	122	16	true	true	ADJ
app01-8295	122	17	”	"	PUNCT
app01-8295	122	18	classes	class	NOUN
app01-8295	122	19	(	(	PUNCT
app01-8295	122	20	reference	reference	NOUN
app01-8295	122	21	)	)	PUNCT
app01-8295	122	22	,	,	PUNCT
app01-8295	122	23	while	while	SCONJ
app01-8295	122	24	the	the	DET
app01-8295	122	25	rows	row	NOUN
app01-8295	122	26	are	be	AUX
app01-8295	122	27	“	"	PUNCT
app01-8295	122	28	predicted	predict	VERB
app01-8295	122	29	”	"	PUNCT
app01-8295	122	30	classes	class	NOUN
app01-8295	122	31	(	(	PUNCT
app01-8295	122	32	in	in	ADP
app01-8295	122	33	our	our	PRON
app01-8295	122	34	case	case	NOUN
app01-8295	122	35	,	,	PUNCT
app01-8295	122	36	building	building	NOUN
app01-8295	122	37	clusters	cluster	NOUN
app01-8295	122	38	)	)	PUNCT
app01-8295	122	39	.	.	PUNCT
app01-8295	123	1	as	as	SCONJ
app01-8295	123	2	the	the	DET
app01-8295	123	3	main	main	ADJ
app01-8295	123	4	diagonal	diagonal	NOUN
app01-8295	123	5	shows	show	VERB
app01-8295	123	6	the	the	DET
app01-8295	123	7	cases	case	NOUN
app01-8295	123	8	for	for	ADP
app01-8295	123	9	which	which	PRON
app01-8295	123	10	the	the	DET
app01-8295	123	11	model	model	NOUN
app01-8295	123	12	is	be	AUX
app01-8295	123	13	correct	correct	ADJ
app01-8295	123	14	,	,	PUNCT
app01-8295	123	15	the	the	DET
app01-8295	123	16	ideal	ideal	ADJ
app01-8295	123	17	model	model	NOUN
app01-8295	123	18	shows	show	VERB
app01-8295	123	19	a	a	DET
app01-8295	123	20	highly	highly	ADV
app01-8295	123	21	populated	populated	ADJ
app01-8295	123	22	main	main	ADJ
app01-8295	123	23	diagonal	diagonal	NOUN
app01-8295	123	24	,	,	PUNCT
app01-8295	123	25	which	which	PRON
app01-8295	123	26	sums	sum	VERB
app01-8295	123	27	up	up	ADP
app01-8295	123	28	the	the	DET
app01-8295	123	29	highest	high	ADJ
app01-8295	123	30	sample	sample	NOUN
app01-8295	123	31	percentage	percentage	NOUN
app01-8295	123	32	(	(	PUNCT
app01-8295	123	33	in	in	ADP
app01-8295	123	34	our	our	PRON
app01-8295	123	35	case	case	NOUN
app01-8295	123	36	,	,	PUNCT
app01-8295	123	37	226	226	NUM
app01-8295	123	38	buildings	building	NOUN
app01-8295	123	39	)	)	PUNCT
app01-8295	123	40	.	.	PUNCT
app01-8295	124	1	all	all	DET
app01-8295	124	2	other	other	ADJ
app01-8295	124	3	cells	cell	NOUN
app01-8295	124	4	indicate	indicate	VERB
app01-8295	124	5	prediction	prediction	NOUN
app01-8295	124	6	errors	error	NOUN
app01-8295	124	7	,	,	PUNCT
app01-8295	124	8	so	so	SCONJ
app01-8295	124	9	the	the	DET
app01-8295	124	10	“	"	PUNCT
app01-8295	124	11	dirtiest	dirtiest	PROPN
app01-8295	124	12	”	"	PUNCT
app01-8295	124	13	a	a	DET
app01-8295	124	14	confusion	confusion	NOUN
app01-8295	124	15	matrix	matrix	NOUN
app01-8295	124	16	is	be	AUX
app01-8295	124	17	,	,	PUNCT
app01-8295	124	18	the	the	DET
app01-8295	124	19	lowest	low	ADJ
app01-8295	124	20	its	its	PRON
app01-8295	124	21	accuracy	accuracy	NOUN
app01-8295	124	22	.	.	PUNCT
app01-8295	125	1	despite	despite	SCONJ
app01-8295	125	2	the	the	DET
app01-8295	125	3	accuracy	accuracy	NOUN
app01-8295	125	4	achieved	achieve	VERB
app01-8295	125	5	,	,	PUNCT
app01-8295	125	6	applying	apply	VERB
app01-8295	125	7	oe	oe	NOUN
app01-8295	125	8	parameters	parameter	NOUN
app01-8295	125	9	to	to	PART
app01-8295	125	10	predict	predict	VERB
app01-8295	125	11	materiality	materiality	NOUN
app01-8295	125	12	grouping	grouping	NOUN
app01-8295	125	13	is	be	AUX
app01-8295	125	14	the	the	DET
app01-8295	125	15	least	least	ADJ
app01-8295	125	16	suitable	suitable	ADJ
app01-8295	125	17	:	:	PUNCT
app01-8295	125	18	due	due	ADP
app01-8295	125	19	to	to	ADP
app01-8295	125	20	the	the	DET
app01-8295	125	21	lack	lack	NOUN
app01-8295	125	22	of	of	ADP
app01-8295	125	23	data	datum	NOUN
app01-8295	125	24	correlations	correlation	NOUN
app01-8295	125	25	,	,	PUNCT
app01-8295	125	26	few	few	ADJ
app01-8295	125	27	clusters	cluster	NOUN
app01-8295	125	28	had	have	VERB
app01-8295	125	29	positive	positive	ADJ
app01-8295	125	30	results	result	NOUN
app01-8295	125	31	and	and	CCONJ
app01-8295	125	32	most	most	ADJ
app01-8295	125	33	of	of	ADP
app01-8295	125	34	them	they	PRON
app01-8295	125	35	were	be	AUX
app01-8295	125	36	not	not	PART
app01-8295	125	37	even	even	ADV
app01-8295	125	38	statistically	statistically	ADV
app01-8295	125	39	processed	process	VERB
app01-8295	125	40	(	(	PUNCT
app01-8295	125	41	indicated	indicate	VERB
app01-8295	125	42	as	as	ADP
app01-8295	125	43	“	"	PUNCT
app01-8295	125	44	n	n	CCONJ
app01-8295	125	45	/	/	SYM
app01-8295	125	46	a	a	NOUN
app01-8295	125	47	”	"	PUNCT
app01-8295	125	48	in	in	ADP
app01-8295	125	49	figure	figure	NOUN
app01-8295	125	50	1a	1a	NOUN
app01-8295	125	51	)	)	PUNCT
app01-8295	125	52	.	.	PUNCT
app01-8295	126	1	contrastingly	contrastingly	ADV
app01-8295	126	2	,	,	PUNCT
app01-8295	126	3	the	the	DET
app01-8295	126	4	model	model	NOUN
app01-8295	126	5	’s	’s	PART
app01-8295	126	6	accuracy	accuracy	NOUN
app01-8295	126	7	roughly	roughly	ADV
app01-8295	126	8	doubles	double	VERB
app01-8295	126	9	if	if	SCONJ
app01-8295	126	10	life	life	NOUN
app01-8295	126	11	cycle	cycle	NOUN
app01-8295	126	12	aspects	aspect	NOUN
app01-8295	126	13	prediction	prediction	NOUN
app01-8295	126	14	is	be	AUX
app01-8295	126	15	based	base	VERB
app01-8295	126	16	on	on	ADP
app01-8295	126	17	materiality	materiality	NOUN
app01-8295	126	18	(	(	PUNCT
app01-8295	126	19	figure	figure	NOUN
app01-8295	126	20	2	2	NUM
app01-8295	126	21	)	)	PUNCT
app01-8295	126	22	instead	instead	ADV
app01-8295	126	23	of	of	ADP
app01-8295	126	24	in	in	ADP
app01-8295	126	25	oe	oe	PROPN
app01-8295	126	26	aspects	aspect	NOUN
app01-8295	126	27	(	(	PUNCT
app01-8295	126	28	figure	figure	NOUN
app01-8295	126	29	1b	1b	NUM
app01-8295	126	30	):	):	PUNCT
app01-8295	126	31	133	133	NUM
app01-8295	126	32	of	of	ADP
app01-8295	126	33	the	the	DET
app01-8295	126	34	226	226	NUM
app01-8295	126	35	sampled	sample	VERB
app01-8295	126	36	buildings	building	NOUN
app01-8295	126	37	would	would	AUX
app01-8295	126	38	be	be	AUX
app01-8295	126	39	correctly	correctly	ADV
app01-8295	126	40	grouped	group	VERB
app01-8295	126	41	,	,	PUNCT
app01-8295	126	42	and	and	CCONJ
app01-8295	126	43	clusters	cluster	NOUN
app01-8295	126	44	c8	c8	PROPN
app01-8295	126	45	(	(	PUNCT
app01-8295	126	46	41/48	41/48	NUM
app01-8295	126	47	buildings	building	NOUN
app01-8295	126	48	)	)	PUNCT
app01-8295	126	49	and	and	CCONJ
app01-8295	126	50	c7	c7	PROPN
app01-8295	126	51	(	(	PUNCT
app01-8295	126	52	29/39	29/39	NUM
app01-8295	126	53	buildings	building	NOUN
app01-8295	126	54	)	)	PUNCT
app01-8295	126	55	were	be	AUX
app01-8295	126	56	the	the	DET
app01-8295	126	57	most	most	ADV
app01-8295	126	58	accurately	accurately	ADV
app01-8295	126	59	predicted	predict	VERB
app01-8295	126	60	.	.	PUNCT
app01-8295	127	1	this	this	PRON
app01-8295	127	2	reinforces	reinforce	VERB
app01-8295	127	3	our	our	PRON
app01-8295	127	4	assumption	assumption	NOUN
app01-8295	127	5	that	that	SCONJ
app01-8295	127	6	,	,	PUNCT
app01-8295	127	7	regardless	regardless	ADV
app01-8295	127	8	of	of	ADP
app01-8295	127	9	its	its	PRON
app01-8295	127	10	often	often	ADV
app01-8295	127	11	use	use	NOUN
app01-8295	127	12	,	,	PUNCT
app01-8295	127	13	using	use	VERB
app01-8295	127	14	energy	energy	NOUN
app01-8295	127	15	-	-	PUNCT
app01-8295	127	16	based	base	VERB
app01-8295	127	17	clustering	clustering	NOUN
app01-8295	127	18	and	and	CCONJ
app01-8295	127	19	then	then	ADV
app01-8295	127	20	performing	perform	VERB
app01-8295	127	21	lca	lca	PROPN
app01-8295	127	22	for	for	ADP
app01-8295	127	23	embodied	embodied	ADJ
app01-8295	127	24	impacts	impact	NOUN
app01-8295	127	25	estimation	estimation	NOUN
app01-8295	127	26	of	of	ADP
app01-8295	127	27	built	build	VERB
app01-8295	127	28	stocks	stock	NOUN
app01-8295	127	29	is	be	AUX
app01-8295	127	30	not	not	PART
app01-8295	127	31	recommendable	recommendable	ADJ
app01-8295	127	32	,	,	PUNCT
app01-8295	127	33	and	and	CCONJ
app01-8295	127	34	variables	variable	NOUN
app01-8295	127	35	simultaneously	simultaneously	ADV
app01-8295	127	36	representing	represent	VERB
app01-8295	127	37	both	both	CCONJ
app01-8295	127	38	oe	oe	NOUN
app01-8295	127	39	and	and	CCONJ
app01-8295	127	40	materiality	materiality	NOUN
app01-8295	127	41	interests	interest	NOUN
app01-8295	127	42	would	would	AUX
app01-8295	127	43	result	result	VERB
app01-8295	127	44	in	in	ADP
app01-8295	127	45	better	well	ADJ
app01-8295	127	46	grouping	grouping	NOUN
app01-8295	127	47	than	than	ADP
app01-8295	127	48	by	by	ADP
app01-8295	127	49	using	use	VERB
app01-8295	127	50	energy	energy	NOUN
app01-8295	127	51	clustering	clustering	NOUN
app01-8295	127	52	for	for	ADP
app01-8295	127	53	material	material	NOUN
app01-8295	127	54	grouping	grouping	NOUN
app01-8295	127	55	prediction	prediction	NOUN
app01-8295	127	56	and	and	CCONJ
app01-8295	127	57	vice	vice	NOUN
app01-8295	127	58	versa	versa	ADV
app01-8295	127	59	.	.	PUNCT
app01-8295	128	1	4	4	X
app01-8295	128	2	.	.	X
app01-8295	128	3	conclusions	conclusion	NOUN
app01-8295	128	4	balancing	balance	VERB
app01-8295	128	5	the	the	DET
app01-8295	128	6	most	most	ADV
app01-8295	128	7	appropriate	appropriate	ADJ
app01-8295	128	8	parameters	parameter	NOUN
app01-8295	128	9	for	for	ADP
app01-8295	128	10	clustering	cluster	VERB
app01-8295	128	11	vs.	vs.	ADP
app01-8295	128	12	data	data	NOUN
app01-8295	128	13	collection	collection	NOUN
app01-8295	128	14	and	and	CCONJ
app01-8295	128	15	computational	computational	ADJ
app01-8295	128	16	cost	cost	NOUN
app01-8295	128	17	is	be	AUX
app01-8295	128	18	a	a	DET
app01-8295	128	19	major	major	ADJ
app01-8295	128	20	challenge	challenge	NOUN
app01-8295	128	21	for	for	ADP
app01-8295	128	22	creating	create	VERB
app01-8295	128	23	representative	representative	ADJ
app01-8295	128	24	archetypes	archetype	NOUN
app01-8295	128	25	to	to	PART
app01-8295	128	26	support	support	VERB
app01-8295	128	27	built	build	VERB
app01-8295	128	28	stock	stock	NOUN
app01-8295	128	29	aggregation	aggregation	NOUN
app01-8295	128	30	modelling	modelling	NOUN
app01-8295	128	31	.	.	PUNCT
app01-8295	129	1	despite	despite	SCONJ
app01-8295	129	2	improvement	improvement	NOUN
app01-8295	129	3	opportunities	opportunity	NOUN
app01-8295	129	4	,	,	PUNCT
app01-8295	129	5	the	the	DET
app01-8295	129	6	exploratory	exploratory	ADJ
app01-8295	129	7	simulations	simulation	NOUN
app01-8295	129	8	shown	show	VERB
app01-8295	129	9	support	support	NOUN
app01-8295	129	10	the	the	DET
app01-8295	129	11	assumption	assumption	NOUN
app01-8295	129	12	that	that	SCONJ
app01-8295	129	13	an	an	DET
app01-8295	129	14	integrated	integrate	VERB
app01-8295	129	15	clustering	clustering	ADJ
app01-8295	129	16	step	step	NOUN
app01-8295	129	17	combining	combine	VERB
app01-8295	129	18	operational	operational	ADJ
app01-8295	129	19	and	and	CCONJ
app01-8295	129	20	embodied	embody	VERB
app01-8295	129	21	impacts	impact	NOUN
app01-8295	129	22	variables	variable	NOUN
app01-8295	129	23	offers	offer	VERB
app01-8295	129	24	better	well	ADJ
app01-8295	129	25	outcomes	outcome	NOUN
app01-8295	129	26	than	than	ADP
app01-8295	129	27	singleobjective	singleobjective	ADJ
app01-8295	129	28	clustering	clustering	NOUN
app01-8295	129	29	followed	follow	VERB
app01-8295	129	30	by	by	ADP
app01-8295	129	31	complementary	complementary	ADJ
app01-8295	129	32	simulation	simulation	NOUN
app01-8295	129	33	or	or	CCONJ
app01-8295	129	34	lca	lca	PROPN
app01-8295	129	35	of	of	ADP
app01-8295	129	36	representative	representative	ADJ
app01-8295	129	37	buildings	building	NOUN
app01-8295	129	38	.	.	PUNCT
app01-8295	130	1	studies	study	NOUN
app01-8295	130	2	are	be	AUX
app01-8295	130	3	underway	underway	ADJ
app01-8295	130	4	to	to	PART
app01-8295	130	5	advance	advance	VERB
app01-8295	130	6	in	in	ADP
app01-8295	130	7	the	the	DET
app01-8295	130	8	archetype	archetype	NOUN
app01-8295	130	9	development	development	NOUN
app01-8295	130	10	process	process	NOUN
app01-8295	130	11	and	and	CCONJ
app01-8295	130	12	data	datum	NOUN
app01-8295	130	13	simulation	simulation	NOUN
app01-8295	130	14	for	for	ADP
app01-8295	130	15	predicting	predict	VERB
app01-8295	130	16	benchmarks	benchmark	NOUN
app01-8295	130	17	for	for	ADP
app01-8295	130	18	some	some	DET
app01-8295	130	19	use	use	NOUN
app01-8295	130	20	typologies	typology	NOUN
app01-8295	130	21	and	and	CCONJ
app01-8295	130	22	should	should	AUX
app01-8295	130	23	be	be	AUX
app01-8295	130	24	generally	generally	ADV
app01-8295	130	25	reproducible	reproducible	ADJ
app01-8295	130	26	for	for	ADP
app01-8295	130	27	varied	varied	ADJ
app01-8295	130	28	contexts	context	NOUN
app01-8295	130	29	.	.	PUNCT
app01-8295	131	1	outcomes	outcome	NOUN
app01-8295	131	2	are	be	AUX
app01-8295	131	3	expected	expect	VERB
app01-8295	131	4	to	to	PART
app01-8295	131	5	guide	guide	VERB
app01-8295	131	6	existing	exist	VERB
app01-8295	131	7	built	build	VERB
app01-8295	131	8	stock	stock	NOUN
app01-8295	131	9	characterization	characterization	NOUN
app01-8295	131	10	and	and	CCONJ
app01-8295	131	11	future	future	ADJ
app01-8295	131	12	data	datum	NOUN
app01-8295	131	13	collection	collection	NOUN
app01-8295	131	14	.	.	PUNCT
app01-8295	132	1	acknowledgements	acknowledgement	NOUN
app01-8295	132	2	the	the	DET
app01-8295	132	3	authors	author	NOUN
app01-8295	132	4	thank	thank	VERB
app01-8295	132	5	the	the	DET
app01-8295	132	6	national	national	ADJ
app01-8295	132	7	council	council	PROPN
app01-8295	132	8	for	for	ADP
app01-8295	132	9	scientific	scientific	ADJ
app01-8295	132	10	and	and	CCONJ
app01-8295	132	11	technological	technological	ADJ
app01-8295	132	12	development	development	NOUN
app01-8295	132	13	(	(	PUNCT
app01-8295	132	14	cnpq	cnpq	NOUN
app01-8295	132	15	)	)	PUNCT
app01-8295	132	16	for	for	ADP
app01-8295	132	17	the	the	DET
app01-8295	132	18	phd	phd	NOUN
app01-8295	133	1	[	[	X
app01-8295	133	2	gmc	gmc	NOUN
app01-8295	133	3	,	,	PUNCT
app01-8295	133	4	process	process	NOUN
app01-8295	133	5	#	#	NOUN
app01-8295	133	6	140412/2018	140412/2018	NUM
app01-8295	133	7	-	-	SYM
app01-8295	133	8	2	2	NUM
app01-8295	133	9	]	]	PUNCT
app01-8295	133	10	and	and	CCONJ
app01-8295	133	11	scientific	scientific	ADJ
app01-8295	133	12	productivity	productivity	NOUN
app01-8295	133	13	[	[	X
app01-8295	133	14	vgs	vgs	NOUN
app01-8295	133	15	,	,	PUNCT
app01-8295	133	16	#	#	SYM
app01-8295	133	17	306048/2018	306048/2018	NUM
app01-8295	133	18	-	-	SYM
app01-8295	133	19	3	3	NUM
app01-8295	133	20	]	]	PUNCT
app01-8295	133	21	grants	grant	NOUN
app01-8295	133	22	.	.	PUNCT
app01-8295	134	1	references	reference	NOUN
app01-8295	134	2	[	[	X
app01-8295	134	3	1	1	NUM
app01-8295	134	4	]	]	X
app01-8295	134	5	h.	h.	PROPN
app01-8295	134	6	birgisdottir	birgisdottir	PROPN
app01-8295	134	7	,	,	PUNCT
app01-8295	134	8	a.	a.	NOUN
app01-8295	134	9	moncaster	moncaster	NOUN
app01-8295	134	10	,	,	PUNCT
app01-8295	134	11	a.	a.	PROPN
app01-8295	134	12	h.	h.	PROPN
app01-8295	134	13	wiberg	wiberg	PROPN
app01-8295	134	14	,	,	PUNCT
app01-8295	134	15	et	et	PROPN
app01-8295	134	16	al	al	PROPN
app01-8295	134	17	.	.	PROPN
app01-8295	134	18	iea	iea	PROPN
app01-8295	134	19	ebc	ebc	PROPN
app01-8295	134	20	annex	annex	VERB
app01-8295	134	21	57	57	NUM
app01-8295	134	22	‘	'	PUNCT
app01-8295	134	23	evaluation	evaluation	NOUN
app01-8295	134	24	of	of	ADP
app01-8295	134	25	embodied	embody	VERB
app01-8295	134	26	energy	energy	NOUN
app01-8295	134	27	and	and	CCONJ
app01-8295	134	28	co2eq	co2eq	PROPN
app01-8295	134	29	for	for	ADP
app01-8295	134	30	building	build	VERB
app01-8295	134	31	construction	construction	NOUN
app01-8295	134	32	’	'	PUNCT
app01-8295	134	33	.	.	PUNCT
app01-8295	135	1	energy	energy	NOUN
app01-8295	135	2	and	and	CCONJ
app01-8295	135	3	buildings	building	NOUN
app01-8295	135	4	154:72–80	154:72–80	NUM
app01-8295	135	5	,	,	PUNCT
app01-8295	135	6	2017	2017	NUM
app01-8295	135	7	.	.	PUNCT
app01-8295	136	1	https://doi.org/10.1016/j.enbuild.2017.08.030	https://doi.org/10.1016/j.enbuild.2017.08.030	NOUN
app01-8295	136	2	.	.	PUNCT
app01-8295	137	1	[	[	X
app01-8295	137	2	2	2	NUM
app01-8295	137	3	]	]	PUNCT
app01-8295	137	4	l.	l.	PROPN
app01-8295	137	5	f.	f.	PROPN
app01-8295	137	6	cabeza	cabeza	PROPN
app01-8295	137	7	,	,	PUNCT
app01-8295	137	8	l.	l.	PROPN
app01-8295	137	9	rincón	rincón	PROPN
app01-8295	137	10	,	,	PUNCT
app01-8295	137	11	v.	v.	ADP
app01-8295	137	12	vilariño	vilariño	NOUN
app01-8295	137	13	,	,	PUNCT
app01-8295	137	14	et	et	PROPN
app01-8295	137	15	al	al	PROPN
app01-8295	137	16	.	.	PROPN
app01-8295	137	17	life	life	NOUN
app01-8295	137	18	cycle	cycle	NOUN
app01-8295	137	19	assessment	assessment	NOUN
app01-8295	137	20	(	(	PUNCT
app01-8295	137	21	lca	lca	PROPN
app01-8295	137	22	)	)	PUNCT
app01-8295	137	23	and	and	CCONJ
app01-8295	137	24	life	life	NOUN
app01-8295	137	25	cycle	cycle	NOUN
app01-8295	137	26	energy	energy	NOUN
app01-8295	137	27	analysis	analysis	NOUN
app01-8295	137	28	(	(	PUNCT
app01-8295	137	29	lcea	lcea	PROPN
app01-8295	137	30	)	)	PUNCT
app01-8295	137	31	of	of	ADP
app01-8295	137	32	buildings	building	NOUN
app01-8295	137	33	and	and	CCONJ
app01-8295	137	34	the	the	DET
app01-8295	137	35	building	building	NOUN
app01-8295	137	36	sector	sector	NOUN
app01-8295	137	37	:	:	PUNCT
app01-8295	137	38	a	a	DET
app01-8295	137	39	review	review	NOUN
app01-8295	137	40	.	.	PUNCT
app01-8295	138	1	renewable	renewable	ADJ
app01-8295	138	2	and	and	CCONJ
app01-8295	138	3	sustainable	sustainable	ADJ
app01-8295	138	4	energy	energy	NOUN
app01-8295	138	5	reviews	review	NOUN
app01-8295	138	6	29:394–416	29:394–416	NUM
app01-8295	138	7	,	,	PUNCT
app01-8295	138	8	2014	2014	NUM
app01-8295	138	9	.	.	PUNCT
app01-8295	139	1	https://doi.org/10.1016/j.rser.2013.08.037	https://doi.org/10.1016/j.rser.2013.08.037	ADJ
app01-8295	139	2	.	.	PUNCT
app01-8295	140	1	[	[	X
app01-8295	140	2	3	3	NUM
app01-8295	140	3	]	]	X
app01-8295	140	4	m.	m.	NOUN
app01-8295	140	5	österbring	österbring	NOUN
app01-8295	140	6	,	,	PUNCT
app01-8295	140	7	é	é	PROPN
app01-8295	140	8	.	.	PUNCT
app01-8295	140	9	mata	mata	PROPN
app01-8295	140	10	,	,	PUNCT
app01-8295	140	11	f.	f.	PROPN
app01-8295	140	12	jonsson	jonsson	PROPN
app01-8295	140	13	,	,	PUNCT
app01-8295	140	14	h.	h.	PROPN
app01-8295	140	15	wallbaum	wallbaum	PROPN
app01-8295	140	16	.	.	PUNCT
app01-8295	141	1	a	a	DET
app01-8295	141	2	methodology	methodology	NOUN
app01-8295	141	3	for	for	ADP
app01-8295	141	4	spatial	spatial	ADJ
app01-8295	141	5	modelling	modelling	NOUN
app01-8295	141	6	of	of	ADP
app01-8295	141	7	energy	energy	NOUN
app01-8295	141	8	and	and	CCONJ
app01-8295	141	9	resource	resource	NOUN
app01-8295	141	10	use	use	NOUN
app01-8295	141	11	of	of	ADP
app01-8295	141	12	buildings	building	NOUN
app01-8295	141	13	in	in	ADP
app01-8295	141	14	urbanized	urbanized	ADJ
app01-8295	141	15	areas	area	NOUN
app01-8295	141	16	.	.	PUNCT
app01-8295	142	1	in	in	ADP
app01-8295	142	2	sb14	sb14	PROPN
app01-8295	142	3	barcelona	barcelona	PROPN
app01-8295	142	4	.	.	PUNCT
app01-8295	142	5	2014	2014	NUM
app01-8295	142	6	.	.	PUNCT
app01-8295	143	1	http://publications.lib.chalmers	http://publications.lib.chalmer	NOUN
app01-8295	143	2	.	.	PUNCT
app01-8295	144	1	se	se	PROPN
app01-8295	144	2	/	/	SYM
app01-8295	144	3	records	record	NOUN
app01-8295	144	4	/	/	SYM
app01-8295	144	5	fulltext/205110	fulltext/205110	NOUN
app01-8295	144	6	/	/	SYM
app01-8295	144	7	local_205110.pdf	local_205110.pdf	NOUN
app01-8295	144	8	.	.	PUNCT
app01-8295	145	1	[	[	X
app01-8295	145	2	4	4	NUM
app01-8295	145	3	]	]	PUNCT
app01-8295	145	4	k.	k.	PROPN
app01-8295	145	5	allacker	allacker	PROPN
app01-8295	145	6	,	,	PUNCT
app01-8295	145	7	v.	v.	PROPN
app01-8295	145	8	castellani	castellani	PROPN
app01-8295	145	9	,	,	PUNCT
app01-8295	145	10	g.	g.	PROPN
app01-8295	145	11	baldinelli	baldinelli	PROPN
app01-8295	145	12	,	,	PUNCT
app01-8295	145	13	et	et	PROPN
app01-8295	145	14	al	al	PROPN
app01-8295	145	15	.	.	PUNCT
app01-8295	145	16	energy	energy	NOUN
app01-8295	145	17	simulation	simulation	NOUN
app01-8295	145	18	and	and	CCONJ
app01-8295	145	19	lca	lca	PROPN
app01-8295	145	20	for	for	ADP
app01-8295	145	21	macro	macro	ADJ
app01-8295	145	22	-	-	NOUN
app01-8295	145	23	scale	scale	NOUN
app01-8295	145	24	analysis	analysis	NOUN
app01-8295	145	25	of	of	ADP
app01-8295	145	26	eco	eco	NOUN
app01-8295	145	27	-	-	PUNCT
app01-8295	145	28	innovations	innovation	NOUN
app01-8295	145	29	in	in	ADP
app01-8295	145	30	the	the	DET
app01-8295	145	31	housing	housing	NOUN
app01-8295	145	32	stock	stock	NOUN
app01-8295	145	33	.	.	PUNCT
app01-8295	146	1	the	the	DET
app01-8295	146	2	international	international	ADJ
app01-8295	146	3	journal	journal	NOUN
app01-8295	146	4	of	of	ADP
app01-8295	146	5	life	life	NOUN
app01-8295	146	6	cycle	cycle	NOUN
app01-8295	146	7	assessment	assessment	NOUN
app01-8295	146	8	24(6):989–1008	24(6):989–1008	PROPN
app01-8295	146	9	,	,	PUNCT
app01-8295	146	10	2019	2019	NUM
app01-8295	146	11	.	.	PUNCT
app01-8295	147	1	https://doi.org/10.1007/s11367-018-1548-3	https://doi.org/10.1007/s11367-018-1548-3	NUM
app01-8295	147	2	.	.	PUNCT
app01-8295	148	1	[	[	X
app01-8295	148	2	5	5	NUM
app01-8295	148	3	]	]	PUNCT
app01-8295	148	4	a.	a.	NOUN
app01-8295	148	5	mastrucci	mastrucci	PROPN
app01-8295	148	6	,	,	PUNCT
app01-8295	148	7	a.	a.	PROPN
app01-8295	148	8	marvuglia	marvuglia	PROPN
app01-8295	148	9	,	,	PUNCT
app01-8295	148	10	u.	u.	PROPN
app01-8295	148	11	leopold	leopold	PROPN
app01-8295	148	12	,	,	PUNCT
app01-8295	148	13	e.	e.	PROPN
app01-8295	148	14	benetto	benetto	PROPN
app01-8295	148	15	.	.	PUNCT
app01-8295	149	1	life	life	NOUN
app01-8295	149	2	cycle	cycle	NOUN
app01-8295	149	3	assessment	assessment	NOUN
app01-8295	149	4	of	of	ADP
app01-8295	149	5	building	build	VERB
app01-8295	149	6	stocks	stock	NOUN
app01-8295	149	7	from	from	ADP
app01-8295	149	8	urban	urban	ADJ
app01-8295	149	9	to	to	ADP
app01-8295	149	10	transnational	transnational	ADJ
app01-8295	149	11	scales	scale	NOUN
app01-8295	149	12	:	:	PUNCT
app01-8295	149	13	a	a	DET
app01-8295	149	14	review	review	NOUN
app01-8295	149	15	.	.	PUNCT
app01-8295	150	1	renewable	renewable	ADJ
app01-8295	150	2	and	and	CCONJ
app01-8295	150	3	sustainable	sustainable	ADJ
app01-8295	150	4	energy	energy	NOUN
app01-8295	150	5	reviews	review	NOUN
app01-8295	150	6	74:316–332	74:316–332	PROPN
app01-8295	150	7	,	,	PUNCT
app01-8295	150	8	2017	2017	NUM
app01-8295	150	9	.	.	PUNCT
app01-8295	151	1	https://doi.org/10.1016/j.rser.2017.02.060	https://doi.org/10.1016/j.rser.2017.02.060	NOUN
app01-8295	151	2	.	.	PUNCT
app01-8295	152	1	[	[	X
app01-8295	152	2	6	6	NUM
app01-8295	152	3	]	]	PUNCT
app01-8295	152	4	t.	t.	PROPN
app01-8295	152	5	m.	m.	PROPN
app01-8295	152	6	baynes	baynes	PROPN
app01-8295	152	7	,	,	PUNCT
app01-8295	152	8	t.	t.	PROPN
app01-8295	152	9	wiedmann	wiedmann	PROPN
app01-8295	152	10	.	.	PUNCT
app01-8295	153	1	general	general	ADJ
app01-8295	153	2	approaches	approach	NOUN
app01-8295	153	3	for	for	ADP
app01-8295	153	4	assessing	assess	VERB
app01-8295	153	5	urban	urban	ADJ
app01-8295	153	6	environmental	environmental	ADJ
app01-8295	153	7	sustainability	sustainability	NOUN
app01-8295	153	8	.	.	PUNCT
app01-8295	154	1	current	current	ADJ
app01-8295	154	2	opinion	opinion	NOUN
app01-8295	154	3	in	in	ADP
app01-8295	154	4	environmental	environmental	ADJ
app01-8295	154	5	sustainability	sustainability	NOUN
app01-8295	154	6	4(4):458–464	4(4):458–464	NOUN
app01-8295	154	7	,	,	PUNCT
app01-8295	154	8	2012	2012	NUM
app01-8295	154	9	.	.	PUNCT
app01-8295	155	1	human	human	ADJ
app01-8295	155	2	settlements	settlement	NOUN
app01-8295	155	3	and	and	CCONJ
app01-8295	155	4	industrial	industrial	ADJ
app01-8295	155	5	systems	system	NOUN
app01-8295	155	6	,	,	PUNCT
app01-8295	155	7	https://doi.org/10.1016/j.cosust.2012.09.003	https://doi.org/10.1016/j.cosust.2012.09.003	NOUN
app01-8295	155	8	.	.	PUNCT
app01-8295	156	1	[	[	X
app01-8295	156	2	7	7	X
app01-8295	156	3	]	]	X
app01-8295	156	4	v.	v.	CCONJ
app01-8295	156	5	gomes	gome	NOUN
app01-8295	156	6	,	,	PUNCT
app01-8295	156	7	o.	o.	PROPN
app01-8295	156	8	o.	o.	PROPN
app01-8295	156	9	c.	c.	PROPN
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app01-8295	156	11	,	,	PUNCT
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app01-8295	156	14	,	,	PUNCT
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app01-8295	156	16	al	al	PROPN
app01-8295	156	17	.	.	PUNCT
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app01-8295	156	19	generation	generation	NOUN
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app01-8295	156	22	lifecycle	lifecycle	NOUN
app01-8295	156	23	assessment	assessment	NOUN
app01-8295	156	24	.	.	PUNCT
app01-8295	157	1	in	in	ADP
app01-8295	157	2	cb2021	cb2021	PROPN
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app01-8295	157	4	.	.	PUNCT
app01-8295	157	5	2021	2021	NUM
app01-8295	157	6	.	.	PUNCT
app01-8295	158	1	[	[	X
app01-8295	158	2	8	8	NUM
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app01-8295	158	20	archetype	archetype	NOUN
app01-8295	158	21	characterization	characterization	NOUN
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app01-8295	158	25	building	building	NOUN
app01-8295	158	26	energy	energy	NOUN
app01-8295	158	27	modeling	modeling	NOUN
app01-8295	158	28	(	(	PUNCT
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app01-8295	158	30	):	):	PUNCT
app01-8295	158	31	a	a	DET
app01-8295	158	32	residential	residential	ADJ
app01-8295	158	33	case	case	NOUN
app01-8295	158	34	study	study	NOUN
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app01-8295	158	37	city	city	PROPN
app01-8295	158	38	.	.	PUNCT
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app01-8295	159	5	,	,	PUNCT
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app01-8295	159	7	.	.	PUNCT
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app01-8295	160	2	.	.	PUNCT
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app01-8295	161	9	pina	pina	NOUN
app01-8295	161	10	,	,	PUNCT
app01-8295	161	11	c.	c.	PROPN
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app01-8295	161	13	,	,	PUNCT
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app01-8295	161	16	.	.	PUNCT
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app01-8295	162	5	-	-	ADJ
app01-8295	162	6	detail	detail	ADJ
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app01-8295	162	9	in	in	ADP
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app01-8295	163	4	,	,	PUNCT
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app01-8295	163	6	.	.	PUNCT
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app01-8295	164	6	in	in	ADP
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app01-8295	164	10	,	,	PUNCT
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app01-8295	164	20	,	,	PUNCT
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app01-8295	164	22	,	,	PUNCT
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app01-8295	165	6	agency	agency	NOUN
app01-8295	165	7	,	,	PUNCT
app01-8295	165	8	energy	energy	NOUN
app01-8295	165	9	conservation	conservation	NOUN
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app01-8295	167	4	-	-	PUNCT
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app01-8295	168	3	-	-	SYM
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app01-8295	168	5	-	-	NUM
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app01-8295	182	2	.	.	PUNCT
app01-8295	183	1	[	[	X
app01-8295	183	2	15	15	NUM
app01-8295	183	3	]	]	PUNCT
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app01-8295	183	6	.	.	PUNCT
app01-8295	183	7	ggpubr	ggpubr	PROPN
app01-8295	183	8	:	:	PUNCT
app01-8295	183	9	’	'	PUNCT
app01-8295	183	10	ggplot2	ggplot2	PROPN
app01-8295	183	11	’	'	PUNCT
app01-8295	183	12	based	base	VERB
app01-8295	183	13	publication	publication	NOUN
app01-8295	183	14	ready	ready	ADJ
app01-8295	183	15	plots	plot	NOUN
app01-8295	183	16	.	.	PUNCT
app01-8295	184	1	r	r	NOUN
app01-8295	184	2	package	package	NOUN
app01-8295	184	3	version	version	NOUN
app01-8295	184	4	0.4.0	0.4.0	PROPN
app01-8295	184	5	.	.	PROPN
app01-8295	184	6	,	,	PUNCT
app01-8295	184	7	2020	2020	NUM
app01-8295	184	8	.	.	PUNCT
app01-8295	185	1	[	[	X
app01-8295	185	2	2022	2022	NUM
app01-8295	185	3	-	-	SYM
app01-8295	185	4	02	02	NUM
app01-8295	185	5	-	-	NUM
app01-8295	185	6	16	16	NUM
app01-8295	185	7	]	]	PUNCT
app01-8295	185	8	,	,	PUNCT
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app01-8295	185	10	.	.	PUNCT
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app01-8295	186	2	16	16	NUM
app01-8295	186	3	]	]	PUNCT
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app01-8295	186	5	maechler	maechler	NOUN
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app01-8295	186	7	p.	p.	PROPN
app01-8295	186	8	rousseeuw	rousseeuw	PROPN
app01-8295	186	9	,	,	PUNCT
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app01-8295	186	12	,	,	PUNCT
app01-8295	186	13	et	et	PROPN
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app01-8295	187	2	analysis	analysis	NOUN
app01-8295	187	3	basics	basic	NOUN
app01-8295	187	4	and	and	CCONJ
app01-8295	187	5	extensions	extension	NOUN
app01-8295	187	6	.	.	PUNCT
app01-8295	188	1	r	r	NOUN
app01-8295	188	2	package	package	NOUN
app01-8295	188	3	version	version	NOUN
app01-8295	188	4	2.1.2	2.1.2	PROPN
app01-8295	188	5	.	.	PROPN
app01-8295	188	6	,	,	PUNCT
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app01-8295	188	8	.	.	PUNCT
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app01-8295	189	3	-	-	SYM
app01-8295	189	4	02	02	NUM
app01-8295	189	5	-	-	NUM
app01-8295	189	6	16	16	NUM
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app01-8295	189	8	,	,	PUNCT
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app01-8295	189	10	.	.	PUNCT
app01-8295	190	1	[	[	X
app01-8295	190	2	17	17	NUM
app01-8295	190	3	]	]	PUNCT
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app01-8295	190	5	kuhn	kuhn	PROPN
app01-8295	190	6	.	.	PUNCT
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app01-8295	191	3	regression	regression	NOUN
app01-8295	191	4	training	training	NOUN
app01-8295	191	5	.	.	PUNCT
app01-8295	192	1	r	r	NOUN
app01-8295	192	2	package	package	NOUN
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app01-8295	192	5	-	-	SYM
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app01-8295	192	7	,	,	PUNCT
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app01-8295	192	9	.	.	PUNCT
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app01-8295	193	2	2022	2022	NUM
app01-8295	193	3	-	-	SYM
app01-8295	193	4	02	02	NUM
app01-8295	193	5	-	-	NUM
app01-8295	193	6	16	16	NUM
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app01-8295	193	10	.	.	PUNCT
app01-8295	194	1	[	[	X
app01-8295	194	2	18	18	NUM
app01-8295	194	3	]	]	PUNCT
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app01-8295	194	6	,	,	PUNCT
app01-8295	194	7	f.	f.	PROPN
app01-8295	194	8	mundt	mundt	PROPN
app01-8295	194	9	.	.	PUNCT
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app01-8295	195	2	:	:	PUNCT
app01-8295	195	3	extract	extract	VERB
app01-8295	195	4	and	and	CCONJ
app01-8295	195	5	visualize	visualize	VERB
app01-8295	195	6	the	the	DET
app01-8295	195	7	results	result	NOUN
app01-8295	195	8	of	of	ADP
app01-8295	195	9	multivariate	multivariate	NOUN
app01-8295	195	10	data	datum	NOUN
app01-8295	195	11	analyses	analysis	NOUN
app01-8295	195	12	,	,	PUNCT
app01-8295	195	13	2020	2020	NUM
app01-8295	195	14	.	.	PUNCT
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app01-8295	196	2	2022	2022	NUM
app01-8295	196	3	-	-	SYM
app01-8295	196	4	02	02	NUM
app01-8295	196	5	-	-	NUM
app01-8295	196	6	16	16	NUM
app01-8295	196	7	]	]	PUNCT
app01-8295	196	8	,	,	PUNCT
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app01-8295	196	10	.	.	PUNCT
app01-8295	197	1	[	[	X
app01-8295	197	2	19	19	NUM
app01-8295	197	3	]	]	X
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app01-8295	197	8	g.	g.	PROPN
app01-8295	197	9	reynders	reynder	NOUN
app01-8295	197	10	,	,	PUNCT
app01-8295	197	11	c.	c.	PROPN
app01-8295	197	12	callebaut	callebaut	PROPN
app01-8295	197	13	,	,	PUNCT
app01-8295	197	14	d.	d.	PROPN
app01-8295	197	15	saelens	saelens	PROPN
app01-8295	197	16	.	.	PUNCT
app01-8295	198	1	a	a	DET
app01-8295	198	2	building	building	NOUN
app01-8295	198	3	clustering	cluster	VERB
app01-8295	198	4	approach	approach	NOUN
app01-8295	198	5	for	for	ADP
app01-8295	198	6	urban	urban	ADJ
app01-8295	198	7	energy	energy	NOUN
app01-8295	198	8	simulations	simulation	NOUN
app01-8295	198	9	.	.	PUNCT
app01-8295	199	1	energy	energy	NOUN
app01-8295	199	2	and	and	CCONJ
app01-8295	199	3	buildings	building	NOUN
app01-8295	199	4	208:109671	208:109671	NUM
app01-8295	199	5	,	,	PUNCT
app01-8295	199	6	2020	2020	NUM
app01-8295	199	7	.	.	PUNCT
app01-8295	200	1	https://doi.org/10.1016/j.enbuild.2019.109671	https://doi.org/10.1016/j.enbuild.2019.109671	NOUN
app01-8295	200	2	.	.	PUNCT
app01-8295	201	1	175	175	NUM
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app01-8295	201	3	https://doi.org/10.21105/joss.01686	https://doi.org/10.21105/joss.01686	ADJ
app01-8295	201	4	https://cran.r-project.org/package=ggpubr	https://cran.r-project.org/package=ggpubr	ADV
app01-8295	201	5	https://cran.r-project.org/package=cluster	https://cran.r-project.org/package=clust	ADJ
app01-8295	201	6	https://cran.r-project.org/package=caret	https://cran.r-project.org/package=caret	ADJ
app01-8295	201	7	https://cran.r-project.org/package=factoextra	https://cran.r-project.org/package=factoextra	PROPN
app01-8295	201	8	https://doi.org/10.1016/j.enbuild.2019.109671	https://doi.org/10.1016/j.enbuild.2019.109671	PROPN
app01-8295	201	9	acta	acta	PROPN
app01-8295	201	10	polytechnica	polytechnica	PROPN
app01-8295	201	11	ctu	ctu	NOUN
app01-8295	201	12	proceedings	proceeding	NOUN
app01-8295	201	13	38:169–175	38:169–175	NUM
app01-8295	201	14	,	,	PUNCT
app01-8295	201	15	2022	2022	NUM
app01-8295	201	16	1	1	NUM
app01-8295	201	17	introduction	introduction	NOUN
app01-8295	201	18	2	2	NUM
app01-8295	201	19	materials	material	NOUN
app01-8295	201	20	and	and	CCONJ
app01-8295	201	21	methods	method	NOUN
app01-8295	201	22	3	3	NUM
app01-8295	201	23	results	result	NOUN
app01-8295	201	24	and	and	CCONJ
app01-8295	201	25	discussion	discussion	NOUN
app01-8295	201	26	3.1	3.1	NUM
app01-8295	201	27	literature	literature	NOUN
app01-8295	201	28	review	review	NOUN
app01-8295	201	29	and	and	CCONJ
app01-8295	201	30	theoretical	theoretical	ADJ
app01-8295	201	31	deepening	deepen	VERB
app01-8295	201	32	3.2	3.2	NUM
app01-8295	201	33	sample	sample	NOUN
app01-8295	201	34	clustering	cluster	VERB
app01-8295	201	35	4	4	NUM
app01-8295	201	36	conclusions	conclusion	NOUN
app01-8295	201	37	acknowledgements	acknowledgement	NOUN
app01-8295	201	38	references	reference	NOUN