id	sid	tid	token	lemma	pos
easat-7215	1	1	edelweiss	edelweiss	PROPN
easat-7215	1	2	applied	apply	VERB
easat-7215	1	3	science	science	NOUN
easat-7215	1	4	and	and	CCONJ
easat-7215	1	5	technology	technology	NOUN
easat-7215	1	6	issn	issn	PROPN
easat-7215	1	7	:	:	PUNCT
easat-7215	1	8	2576	2576	NUM
easat-7215	1	9	-	-	SYM
easat-7215	1	10	8484	8484	NUM
easat-7215	1	11	vol	vol	NOUN
easat-7215	1	12	.	.	PROPN
easat-7215	2	1	9	9	NUM
easat-7215	2	2	,	,	PUNCT
easat-7215	2	3	no	no	INTJ
easat-7215	2	4	.	.	NOUN
easat-7215	2	5	5	5	NUM
easat-7215	2	6	,	,	PUNCT
easat-7215	2	7	1545	1545	NUM
easat-7215	2	8	-	-	SYM
easat-7215	2	9	1556	1556	NUM
easat-7215	2	10	2025	2025	NUM
easat-7215	2	11	publisher	publisher	NOUN
easat-7215	2	12	:	:	PUNCT
easat-7215	2	13	learning	learn	VERB
easat-7215	2	14	gate	gate	NOUN
easat-7215	2	15	doi	doi	PROPN
easat-7215	2	16	:	:	PUNCT
easat-7215	2	17	10.55214/25768484.v9i5.7215	10.55214/25768484.v9i5.7215	NUM
easat-7215	2	18	©	©	PROPN
easat-7215	2	19	2025	2025	NUM
easat-7215	2	20	by	by	ADP
easat-7215	2	21	the	the	DET
easat-7215	2	22	authors	author	NOUN
easat-7215	2	23	;	;	PUNCT
easat-7215	2	24	licensee	licensee	PROPN
easat-7215	2	25	learning	learning	NOUN
easat-7215	2	26	gate	gate	NOUN
easat-7215	3	1	©	©	PROPN
easat-7215	3	2	2025	2025	NUM
easat-7215	3	3	by	by	ADP
easat-7215	3	4	the	the	DET
easat-7215	3	5	authors	author	NOUN
easat-7215	3	6	;	;	PUNCT
easat-7215	3	7	licensee	licensee	PROPN
easat-7215	3	8	learning	learning	NOUN
easat-7215	3	9	gate	gate	NOUN
easat-7215	3	10	history	history	NOUN
easat-7215	3	11	:	:	PUNCT
easat-7215	3	12	received	receive	VERB
easat-7215	3	13	:	:	PUNCT
easat-7215	3	14	11	11	NUM
easat-7215	3	15	december	december	PROPN
easat-7215	3	16	2025	2025	NUM
easat-7215	3	17	;	;	PUNCT
easat-7215	3	18	revised	revise	VERB
easat-7215	3	19	:	:	PUNCT
easat-7215	3	20	25	25	NUM
easat-7215	3	21	march	march	NOUN
easat-7215	3	22	2025	2025	NUM
easat-7215	3	23	;	;	PUNCT
easat-7215	3	24	accepted	accept	VERB
easat-7215	3	25	:	:	PUNCT
easat-7215	3	26	3	3	NUM
easat-7215	3	27	april	april	PROPN
easat-7215	3	28	2025	2025	NUM
easat-7215	3	29	;	;	PUNCT
easat-7215	3	30	published	publish	VERB
easat-7215	3	31	:	:	PUNCT
easat-7215	3	32	15	15	NUM
easat-7215	3	33	may	may	PROPN
easat-7215	3	34	2025	2025	NUM
easat-7215	3	35	*	*	PUNCT
easat-7215	3	36	correspondence	correspondence	NOUN
easat-7215	3	37	:	:	PUNCT
easat-7215	4	1	raimondadervishi@yahoo.com	raimondadervishi@yahoo.com	X
easat-7215	4	2	a	a	DET
easat-7215	4	3	data	data	NOUN
easat-7215	4	4	-	-	PUNCT
easat-7215	4	5	driven	drive	VERB
easat-7215	4	6	study	study	NOUN
easat-7215	4	7	of	of	ADP
easat-7215	4	8	road	road	NOUN
easat-7215	4	9	traffic	traffic	NOUN
easat-7215	4	10	accidents	accident	NOUN
easat-7215	4	11	in	in	ADP
easat-7215	4	12	albania	albania	PROPN
easat-7215	4	13	:	:	PUNCT
easat-7215	4	14	nonlinear	nonlinear	ADJ
easat-7215	4	15	regression	regression	NOUN
easat-7215	4	16	applications	application	NOUN
easat-7215	4	17	in	in	ADP
easat-7215	4	18	the	the	DET
easat-7215	4	19	transportation	transportation	NOUN
easat-7215	4	20	system	system	NOUN
easat-7215	5	1	sander	sander	PROPN
easat-7215	5	2	kovaci1	kovaci1	PROPN
easat-7215	5	3	,	,	PUNCT
easat-7215	5	4	zhifka	zhifka	PROPN
easat-7215	5	5	muka	muka	PROPN
easat-7215	5	6	meco1	meco1	PROPN
easat-7215	5	7	,	,	PUNCT
easat-7215	5	8	agbata	agbata	ADJ
easat-7215	5	9	benedict	benedict	PROPN
easat-7215	5	10	celestine2	celestine2	PROPN
easat-7215	5	11	,	,	PUNCT
easat-7215	5	12	marin	marin	NOUN
easat-7215	5	13	malotaj3	malotaj3	PROPN
easat-7215	5	14	,	,	PUNCT
easat-7215	5	15	raimonda	raimonda	NOUN
easat-7215	5	16	dervishi1	dervishi1	NOUN
easat-7215	5	17	*	*	VERB
easat-7215	5	18	,	,	PUNCT
easat-7215	5	19	homan	homan	PROPN
easat-7215	5	20	emadifar4,5,6	emadifar4,5,6	PROPN
easat-7215	5	21	1department	1department	NUM
easat-7215	5	22	of	of	ADP
easat-7215	5	23	mathematical	mathematical	ADJ
easat-7215	5	24	engineering	engineering	NOUN
easat-7215	5	25	,	,	PUNCT
easat-7215	5	26	polytechnic	polytechnic	ADJ
easat-7215	5	27	university	university	NOUN
easat-7215	5	28	of	of	ADP
easat-7215	5	29	tirana	tirana	PROPN
easat-7215	5	30	,	,	PUNCT
easat-7215	5	31	tirana	tirana	PROPN
easat-7215	5	32	,	,	PUNCT
easat-7215	5	33	albania	albania	PROPN
easat-7215	5	34	;	;	PUNCT
easat-7215	5	35	raimondadervishi@yahoo.com	raimondadervishi@yahoo.com	X
easat-7215	5	36	(	(	PUNCT
easat-7215	5	37	r.d	r.d	PROPN
easat-7215	5	38	.	.	PROPN
easat-7215	5	39	)	)	PUNCT
easat-7215	5	40	.	.	PUNCT
easat-7215	6	1	2department	2department	NUM
easat-7215	6	2	of	of	ADP
easat-7215	6	3	mathematics	mathematic	NOUN
easat-7215	6	4	and	and	CCONJ
easat-7215	6	5	statistics	statistic	NOUN
easat-7215	6	6	,	,	PUNCT
easat-7215	6	7	confluence	confluence	NOUN
easat-7215	6	8	university	university	NOUN
easat-7215	6	9	of	of	ADP
easat-7215	6	10	science	science	NOUN
easat-7215	6	11	and	and	CCONJ
easat-7215	6	12	technology	technology	NOUN
easat-7215	6	13	,	,	PUNCT
easat-7215	6	14	osara	osara	INTJ
easat-7215	6	15	,	,	PUNCT
easat-7215	6	16	nigeria	nigeria	PROPN
easat-7215	6	17	.	.	PUNCT
easat-7215	7	1	3t.t.-soil	3t.t.-soil	PROPN
easat-7215	7	2	&	&	CCONJ
easat-7215	7	3	earthquake	earthquake	NOUN
easat-7215	7	4	consulting	consulting	NOUN
easat-7215	7	5	,	,	PUNCT
easat-7215	7	6	tirana	tirana	PROPN
easat-7215	7	7	,	,	PUNCT
easat-7215	7	8	albania	albania	PROPN
easat-7215	7	9	.	.	PUNCT
easat-7215	8	1	4department	4department	NUM
easat-7215	8	2	of	of	ADP
easat-7215	8	3	mathematics	mathematic	NOUN
easat-7215	8	4	,	,	PUNCT
easat-7215	8	5	saveetha	saveetha	PROPN
easat-7215	8	6	school	school	PROPN
easat-7215	8	7	of	of	ADP
easat-7215	8	8	engineering	engineering	PROPN
easat-7215	8	9	,	,	PUNCT
easat-7215	8	10	saveetha	saveetha	PROPN
easat-7215	8	11	institute	institute	PROPN
easat-7215	8	12	of	of	ADP
easat-7215	8	13	medical	medical	ADJ
easat-7215	8	14	and	and	CCONJ
easat-7215	8	15	technical	technical	ADJ
easat-7215	8	16	sciences	science	NOUN
easat-7215	8	17	,	,	PUNCT
easat-7215	8	18	saveetha	saveetha	PROPN
easat-7215	8	19	university	university	PROPN
easat-7215	8	20	,	,	PUNCT
easat-7215	8	21	chennai-602	chennai-602	NOUN
easat-7215	8	22	105	105	NUM
easat-7215	8	23	,	,	PUNCT
easat-7215	8	24	tamil	tamil	PROPN
easat-7215	8	25	nadu	nadu	PROPN
easat-7215	8	26	,	,	PUNCT
easat-7215	8	27	india	india	PROPN
easat-7215	8	28	.	.	PUNCT
easat-7215	9	1	5meu	5meu	NUM
easat-7215	9	2	research	research	NOUN
easat-7215	9	3	unit	unit	NOUN
easat-7215	9	4	,	,	PUNCT
easat-7215	9	5	middle	middle	PROPN
easat-7215	9	6	east	east	PROPN
easat-7215	9	7	university	university	PROPN
easat-7215	9	8	,	,	PUNCT
easat-7215	9	9	amman	amman	PROPN
easat-7215	9	10	,	,	PUNCT
easat-7215	9	11	jordan	jordan	PROPN
easat-7215	9	12	.	.	PUNCT
easat-7215	10	1	6department	6department	NUM
easat-7215	10	2	of	of	ADP
easat-7215	10	3	mathematics	mathematic	NOUN
easat-7215	10	4	,	,	PUNCT
easat-7215	10	5	hamedan	hamedan	PROPN
easat-7215	10	6	branch	branch	PROPN
easat-7215	10	7	,	,	PUNCT
easat-7215	10	8	islamic	islamic	PROPN
easat-7215	10	9	azad	azad	PROPN
easat-7215	10	10	university	university	PROPN
easat-7215	10	11	,	,	PUNCT
easat-7215	10	12	hamedan	hamedan	PROPN
easat-7215	10	13	,	,	PUNCT
easat-7215	10	14	iran	iran	PROPN
easat-7215	10	15	.	.	PUNCT
easat-7215	11	1	abstract	abstract	ADV
easat-7215	11	2	:	:	PUNCT
easat-7215	11	3	a	a	DET
easat-7215	11	4	significant	significant	ADJ
easat-7215	11	5	unanticipated	unanticipated	ADJ
easat-7215	11	6	issue	issue	NOUN
easat-7215	11	7	for	for	ADP
easat-7215	11	8	the	the	DET
easat-7215	11	9	study	study	NOUN
easat-7215	11	10	of	of	ADP
easat-7215	11	11	transport	transport	NOUN
easat-7215	11	12	systems	system	NOUN
easat-7215	11	13	is	be	AUX
easat-7215	11	14	the	the	DET
easat-7215	11	15	occurrence	occurrence	NOUN
easat-7215	11	16	of	of	ADP
easat-7215	11	17	road	road	NOUN
easat-7215	11	18	traffic	traffic	NOUN
easat-7215	11	19	accidents	accident	NOUN
easat-7215	11	20	,	,	PUNCT
easat-7215	11	21	resulting	result	VERB
easat-7215	11	22	in	in	ADP
easat-7215	11	23	the	the	DET
easat-7215	11	24	number	number	NOUN
easat-7215	11	25	of	of	ADP
easat-7215	11	26	cases	case	NOUN
easat-7215	11	27	,	,	PUNCT
easat-7215	11	28	injuries	injury	NOUN
easat-7215	11	29	,	,	PUNCT
easat-7215	11	30	and	and	CCONJ
easat-7215	11	31	fatalities	fatality	NOUN
easat-7215	11	32	.	.	PUNCT
easat-7215	12	1	the	the	DET
easat-7215	12	2	albanian	albanian	ADJ
easat-7215	12	3	transport	transport	NOUN
easat-7215	12	4	system	system	NOUN
easat-7215	12	5	has	have	AUX
easat-7215	12	6	suffered	suffer	VERB
easat-7215	12	7	from	from	ADP
easat-7215	12	8	negligence	negligence	NOUN
easat-7215	12	9	and	and	CCONJ
easat-7215	12	10	a	a	DET
easat-7215	12	11	lack	lack	NOUN
easat-7215	12	12	of	of	ADP
easat-7215	12	13	investment	investment	NOUN
easat-7215	12	14	.	.	PUNCT
easat-7215	13	1	consequently	consequently	ADV
easat-7215	13	2	,	,	PUNCT
easat-7215	13	3	road	road	NOUN
easat-7215	13	4	traffic	traffic	NOUN
easat-7215	13	5	accidents	accident	NOUN
easat-7215	13	6	have	have	AUX
easat-7215	13	7	increased	increase	VERB
easat-7215	13	8	while	while	SCONJ
easat-7215	13	9	current	current	ADJ
easat-7215	13	10	efforts	effort	NOUN
easat-7215	13	11	to	to	PART
easat-7215	13	12	improve	improve	VERB
easat-7215	13	13	road	road	NOUN
easat-7215	13	14	safety	safety	NOUN
easat-7215	13	15	remain	remain	VERB
easat-7215	13	16	minimal	minimal	ADJ
easat-7215	13	17	compared	compare	VERB
easat-7215	13	18	to	to	ADP
easat-7215	13	19	the	the	DET
easat-7215	13	20	growing	grow	VERB
easat-7215	13	21	traffic	traffic	NOUN
easat-7215	13	22	volume	volume	NOUN
easat-7215	13	23	.	.	PUNCT
easat-7215	14	1	the	the	DET
easat-7215	14	2	research	research	NOUN
easat-7215	14	3	aims	aim	VERB
easat-7215	14	4	to	to	PART
easat-7215	14	5	provide	provide	VERB
easat-7215	14	6	an	an	DET
easat-7215	14	7	overview	overview	NOUN
easat-7215	14	8	of	of	ADP
easat-7215	14	9	road	road	NOUN
easat-7215	14	10	traffic	traffic	NOUN
easat-7215	14	11	accident	accident	NOUN
easat-7215	14	12	statistics	statistic	NOUN
easat-7215	14	13	in	in	ADP
easat-7215	14	14	albania	albania	PROPN
easat-7215	14	15	using	use	VERB
easat-7215	14	16	data	datum	NOUN
easat-7215	14	17	from	from	ADP
easat-7215	14	18	2015	2015	NUM
easat-7215	14	19	to	to	ADP
easat-7215	14	20	2024	2024	NUM
easat-7215	14	21	,	,	PUNCT
easat-7215	14	22	offering	offer	VERB
easat-7215	14	23	insights	insight	NOUN
easat-7215	14	24	into	into	ADP
easat-7215	14	25	the	the	DET
easat-7215	14	26	current	current	ADJ
easat-7215	14	27	situation	situation	NOUN
easat-7215	14	28	and	and	CCONJ
easat-7215	14	29	future	future	ADJ
easat-7215	14	30	projections	projection	NOUN
easat-7215	14	31	.	.	PUNCT
easat-7215	15	1	furthermore	furthermore	ADV
easat-7215	15	2	,	,	PUNCT
easat-7215	15	3	three	three	NUM
easat-7215	15	4	key	key	ADJ
easat-7215	15	5	attributes	attribute	NOUN
easat-7215	15	6	—	—	PUNCT
easat-7215	15	7	road	road	NOUN
easat-7215	15	8	traffic	traffic	NOUN
easat-7215	15	9	accidents	accident	NOUN
easat-7215	15	10	,	,	PUNCT
easat-7215	15	11	population	population	NOUN
easat-7215	15	12	projections	projection	NOUN
easat-7215	15	13	,	,	PUNCT
easat-7215	15	14	and	and	CCONJ
easat-7215	15	15	the	the	DET
easat-7215	15	16	number	number	NOUN
easat-7215	15	17	of	of	ADP
easat-7215	15	18	registered	register	VERB
easat-7215	15	19	vehicles	vehicle	NOUN
easat-7215	15	20	during	during	ADP
easat-7215	15	21	the	the	DET
easat-7215	15	22	study	study	NOUN
easat-7215	15	23	period	period	NOUN
easat-7215	15	24	—	—	PUNCT
easat-7215	15	25	have	have	AUX
easat-7215	15	26	been	be	AUX
easat-7215	15	27	considered	consider	VERB
easat-7215	15	28	in	in	ADP
easat-7215	15	29	developing	develop	VERB
easat-7215	15	30	a	a	DET
easat-7215	15	31	nonlinear	nonlinear	ADJ
easat-7215	15	32	road	road	NOUN
easat-7215	15	33	accident	accident	NOUN
easat-7215	15	34	prediction	prediction	NOUN
easat-7215	15	35	model	model	NOUN
easat-7215	15	36	.	.	PUNCT
easat-7215	16	1	the	the	DET
easat-7215	16	2	data	datum	NOUN
easat-7215	16	3	on	on	ADP
easat-7215	16	4	road	road	NOUN
easat-7215	16	5	traffic	traffic	NOUN
easat-7215	16	6	accidents	accident	NOUN
easat-7215	16	7	,	,	PUNCT
easat-7215	16	8	in	in	ADP
easat-7215	16	9	terms	term	NOUN
easat-7215	16	10	of	of	ADP
easat-7215	16	11	the	the	DET
easat-7215	16	12	total	total	ADJ
easat-7215	16	13	number	number	NOUN
easat-7215	16	14	of	of	ADP
easat-7215	16	15	road	road	NOUN
easat-7215	16	16	traffic	traffic	NOUN
easat-7215	16	17	cases	case	NOUN
easat-7215	16	18	(	(	PUNCT
easat-7215	16	19	c	c	NOUN
easat-7215	16	20	)	)	PUNCT
easat-7215	16	21	,	,	PUNCT
easat-7215	16	22	road	road	NOUN
easat-7215	16	23	traffic	traffic	NOUN
easat-7215	16	24	fatalities	fatality	NOUN
easat-7215	16	25	(	(	PUNCT
easat-7215	16	26	f	f	X
easat-7215	16	27	)	)	PUNCT
easat-7215	16	28	,	,	PUNCT
easat-7215	16	29	and	and	CCONJ
easat-7215	16	30	road	road	NOUN
easat-7215	16	31	traffic	traffic	NOUN
easat-7215	16	32	injuries	injury	NOUN
easat-7215	16	33	(	(	PUNCT
easat-7215	16	34	i	i	NOUN
easat-7215	16	35	)	)	PUNCT
easat-7215	16	36	,	,	PUNCT
easat-7215	16	37	were	be	AUX
easat-7215	16	38	used	use	VERB
easat-7215	16	39	from	from	ADP
easat-7215	16	40	road	road	NOUN
easat-7215	16	41	traffic	traffic	NOUN
easat-7215	16	42	accidents	accident	NOUN
easat-7215	16	43	in	in	ADP
easat-7215	16	44	albania	albania	PROPN
easat-7215	16	45	as	as	ADP
easat-7215	16	46	dependent	dependent	ADJ
easat-7215	16	47	variables	variable	NOUN
easat-7215	16	48	.	.	PUNCT
easat-7215	17	1	the	the	DET
easat-7215	17	2	andreassen	andreassen	PROPN
easat-7215	17	3	model	model	NOUN
easat-7215	17	4	has	have	AUX
easat-7215	17	5	been	be	AUX
easat-7215	17	6	adapted	adapt	VERB
easat-7215	17	7	to	to	PART
easat-7215	17	8	develop	develop	VERB
easat-7215	17	9	a	a	DET
easat-7215	17	10	regression	regression	NOUN
easat-7215	17	11	model	model	NOUN
easat-7215	17	12	suitable	suitable	ADJ
easat-7215	17	13	for	for	ADP
easat-7215	17	14	albania	albania	PROPN
easat-7215	17	15	's	's	PART
easat-7215	17	16	data	datum	NOUN
easat-7215	17	17	,	,	PUNCT
easat-7215	17	18	where	where	SCONJ
easat-7215	17	19	population	population	NOUN
easat-7215	17	20	projections	projection	NOUN
easat-7215	17	21	and	and	CCONJ
easat-7215	17	22	the	the	DET
easat-7215	17	23	number	number	NOUN
easat-7215	17	24	of	of	ADP
easat-7215	17	25	registered	register	VERB
easat-7215	17	26	vehicles	vehicle	NOUN
easat-7215	17	27	are	be	AUX
easat-7215	17	28	taken	take	VERB
easat-7215	17	29	as	as	ADP
easat-7215	17	30	independent	independent	ADJ
easat-7215	17	31	variables	variable	NOUN
easat-7215	17	32	.	.	PUNCT
easat-7215	18	1	moreover	moreover	ADV
easat-7215	18	2	,	,	PUNCT
easat-7215	18	3	this	this	DET
easat-7215	18	4	paper	paper	NOUN
easat-7215	18	5	aims	aim	VERB
easat-7215	18	6	to	to	PART
easat-7215	18	7	model	model	VERB
easat-7215	18	8	the	the	DET
easat-7215	18	9	evolution	evolution	NOUN
easat-7215	18	10	of	of	ADP
easat-7215	18	11	road	road	NOUN
easat-7215	18	12	safety	safety	NOUN
easat-7215	18	13	as	as	ADP
easat-7215	18	14	a	a	DET
easat-7215	18	15	function	function	NOUN
easat-7215	18	16	of	of	ADP
easat-7215	18	17	the	the	DET
easat-7215	18	18	level	level	NOUN
easat-7215	18	19	of	of	ADP
easat-7215	18	20	motorization	motorization	NOUN
easat-7215	18	21	and	and	CCONJ
easat-7215	18	22	population	population	NOUN
easat-7215	18	23	projections	projection	NOUN
easat-7215	18	24	,	,	PUNCT
easat-7215	18	25	emphasizing	emphasize	VERB
easat-7215	18	26	that	that	SCONJ
easat-7215	18	27	the	the	DET
easat-7215	18	28	increase	increase	NOUN
easat-7215	18	29	in	in	ADP
easat-7215	18	30	the	the	DET
easat-7215	18	31	number	number	NOUN
easat-7215	18	32	of	of	ADP
easat-7215	18	33	vehicles	vehicle	NOUN
easat-7215	18	34	leads	lead	VERB
easat-7215	18	35	to	to	ADP
easat-7215	18	36	a	a	DET
easat-7215	18	37	decrease	decrease	NOUN
easat-7215	18	38	in	in	ADP
easat-7215	18	39	the	the	DET
easat-7215	18	40	number	number	NOUN
easat-7215	18	41	of	of	ADP
easat-7215	18	42	traffic	traffic	NOUN
easat-7215	18	43	fatalities	fatality	NOUN
easat-7215	18	44	,	,	PUNCT
easat-7215	18	45	and	and	CCONJ
easat-7215	18	46	an	an	DET
easat-7215	18	47	increase	increase	NOUN
easat-7215	18	48	in	in	ADP
easat-7215	18	49	the	the	DET
easat-7215	18	50	number	number	NOUN
easat-7215	18	51	of	of	ADP
easat-7215	18	52	accident	accident	NOUN
easat-7215	18	53	cases	case	NOUN
easat-7215	18	54	,	,	PUNCT
easat-7215	18	55	as	as	ADV
easat-7215	18	56	well	well	ADV
easat-7215	18	57	as	as	ADP
easat-7215	18	58	in	in	ADP
easat-7215	18	59	the	the	DET
easat-7215	18	60	number	number	NOUN
easat-7215	18	61	of	of	ADP
easat-7215	18	62	injured	injure	VERB
easat-7215	18	63	per	per	ADP
easat-7215	18	64	vehicle	vehicle	NOUN
easat-7215	18	65	.	.	PUNCT
easat-7215	19	1	the	the	DET
easat-7215	19	2	study	study	NOUN
easat-7215	19	3	results	result	NOUN
easat-7215	19	4	allow	allow	VERB
easat-7215	19	5	planners	planner	NOUN
easat-7215	19	6	to	to	PART
easat-7215	19	7	estimate	estimate	VERB
easat-7215	19	8	future	future	ADJ
easat-7215	19	9	road	road	NOUN
easat-7215	19	10	traffic	traffic	NOUN
easat-7215	19	11	accidents	accident	NOUN
easat-7215	19	12	in	in	ADP
easat-7215	19	13	the	the	DET
easat-7215	19	14	country	country	NOUN
easat-7215	19	15	.	.	PUNCT
easat-7215	20	1	keywords	keyword	NOUN
easat-7215	20	2	:	:	PUNCT
easat-7215	20	3	accident	accident	NOUN
easat-7215	20	4	prediction	prediction	NOUN
easat-7215	20	5	model	model	NOUN
easat-7215	20	6	,	,	PUNCT
easat-7215	20	7	albania	albania	PROPN
easat-7215	20	8	,	,	PUNCT
easat-7215	20	9	motorization	motorization	NOUN
easat-7215	20	10	level	level	NOUN
easat-7215	20	11	,	,	PUNCT
easat-7215	20	12	population	population	NOUN
easat-7215	20	13	projections	projection	NOUN
easat-7215	20	14	,	,	PUNCT
easat-7215	20	15	road	road	NOUN
easat-7215	20	16	traffic	traffic	NOUN
easat-7215	20	17	accidents	accident	NOUN
easat-7215	20	18	.	.	PUNCT
easat-7215	21	1	1	1	X
easat-7215	21	2	.	.	X
easat-7215	21	3	introduction	introduction	NOUN
easat-7215	21	4	the	the	DET
easat-7215	21	5	transport	transport	NOUN
easat-7215	21	6	system	system	NOUN
easat-7215	21	7	proves	prove	VERB
easat-7215	21	8	to	to	PART
easat-7215	21	9	be	be	AUX
easat-7215	21	10	the	the	DET
easat-7215	21	11	most	most	ADV
easat-7215	21	12	difficult	difficult	ADJ
easat-7215	21	13	to	to	PART
easat-7215	21	14	make	make	VERB
easat-7215	21	15	more	more	ADV
easat-7215	21	16	sustainable	sustainable	ADJ
easat-7215	21	17	,	,	PUNCT
easat-7215	21	18	as	as	SCONJ
easat-7215	21	19	it	it	PRON
easat-7215	21	20	is	be	AUX
easat-7215	21	21	growing	grow	VERB
easat-7215	21	22	rapidly	rapidly	ADV
easat-7215	21	23	loo	loo	VERB
easat-7215	21	24	and	and	CCONJ
easat-7215	21	25	banister	banister	VERB
easat-7215	21	26	[	[	X
easat-7215	21	27	1	1	NUM
easat-7215	21	28	]	]	X
easat-7215	21	29	robust	robust	ADJ
easat-7215	21	30	transport	transport	NOUN
easat-7215	21	31	infrastructure	infrastructure	NOUN
easat-7215	21	32	has	have	VERB
easat-7215	21	33	the	the	DET
easat-7215	21	34	potential	potential	NOUN
easat-7215	21	35	to	to	PART
easat-7215	21	36	profoundly	profoundly	ADV
easat-7215	21	37	improve	improve	VERB
easat-7215	21	38	a	a	DET
easat-7215	21	39	country	country	NOUN
easat-7215	21	40	's	's	PART
easat-7215	21	41	economic	economic	ADJ
easat-7215	21	42	growth	growth	NOUN
easat-7215	21	43	,	,	PUNCT
easat-7215	21	44	urban	urban	ADJ
easat-7215	21	45	development	development	NOUN
easat-7215	21	46	,	,	PUNCT
easat-7215	21	47	and	and	CCONJ
easat-7215	21	48	social	social	ADJ
easat-7215	21	49	mobility	mobility	NOUN
easat-7215	21	50	[	[	X
easat-7215	21	51	2	2	NUM
easat-7215	21	52	-	-	SYM
easat-7215	21	53	4	4	NUM
easat-7215	21	54	]	]	PUNCT
easat-7215	21	55	.	.	PUNCT
easat-7215	22	1	traffic	traffic	NOUN
easat-7215	22	2	safety	safety	PROPN
easat-7215	22	3	management	management	NOUN
easat-7215	22	4	plays	play	VERB
easat-7215	22	5	a	a	DET
easat-7215	22	6	crucial	crucial	ADJ
easat-7215	22	7	role	role	NOUN
easat-7215	22	8	in	in	ADP
easat-7215	22	9	intelligent	intelligent	ADJ
easat-7215	22	10	transportation	transportation	NOUN
easat-7215	22	11	systems	system	NOUN
easat-7215	22	12	,	,	PUNCT
easat-7215	22	13	encompassing	encompass	VERB
easat-7215	22	14	a	a	DET
easat-7215	22	15	broad	broad	ADJ
easat-7215	22	16	research	research	NOUN
easat-7215	22	17	area	area	NOUN
easat-7215	22	18	where	where	SCONJ
easat-7215	22	19	it	it	PRON
easat-7215	22	20	is	be	AUX
easat-7215	22	21	essential	essential	ADJ
easat-7215	22	22	to	to	PART
easat-7215	22	23	analyze	analyze	VERB
easat-7215	22	24	and	and	CCONJ
easat-7215	22	25	predict	predict	VERB
easat-7215	22	26	the	the	DET
easat-7215	22	27	impact	impact	NOUN
easat-7215	22	28	of	of	ADP
easat-7215	22	29	incidents	incident	NOUN
easat-7215	22	30	on	on	ADP
easat-7215	22	31	traffic	traffic	NOUN
easat-7215	22	32	[	[	X
easat-7215	22	33	5	5	NUM
easat-7215	22	34	]	]	PUNCT
easat-7215	22	35	.	.	PUNCT
easat-7215	23	1	according	accord	VERB
easat-7215	23	2	to	to	ADP
easat-7215	23	3	the	the	DET
easat-7215	23	4	world	world	PROPN
easat-7215	23	5	health	health	NOUN
easat-7215	23	6	organization	organization	NOUN
easat-7215	23	7	(	(	PUNCT
easat-7215	23	8	who	who	PRON
easat-7215	23	9	)	)	PUNCT
easat-7215	23	10	,	,	PUNCT
easat-7215	23	11	lower	low	ADJ
easat-7215	23	12	-	-	PUNCT
easat-7215	23	13	income	income	NOUN
easat-7215	23	14	populations	population	NOUN
easat-7215	23	15	have	have	VERB
easat-7215	23	16	higher	high	ADJ
easat-7215	23	17	mortality	mortality	NOUN
easat-7215	23	18	rates	rate	NOUN
easat-7215	23	19	than	than	ADP
easat-7215	23	20	higher	high	ADJ
easat-7215	23	21	-	-	PUNCT
easat-7215	23	22	income	income	NOUN
easat-7215	23	23	populations	population	NOUN
easat-7215	23	24	,	,	PUNCT
easat-7215	23	25	making	make	VERB
easat-7215	23	26	predicting	predict	VERB
easat-7215	23	27	and	and	CCONJ
easat-7215	23	28	preventing	prevent	VERB
easat-7215	23	29	accidents	accident	NOUN
easat-7215	23	30	a	a	DET
easat-7215	23	31	necessary	necessary	ADJ
easat-7215	23	32	condition	condition	NOUN
easat-7215	23	33	,	,	PUNCT
easat-7215	23	34	especially	especially	ADV
easat-7215	23	35	in	in	ADP
easat-7215	23	36	developing	develop	VERB
easat-7215	23	37	countries	country	NOUN
easat-7215	23	38	where	where	SCONJ
easat-7215	23	39	the	the	DET
easat-7215	23	40	mortality	mortality	NOUN
easat-7215	23	41	rate	rate	NOUN
easat-7215	23	42	is	be	AUX
easat-7215	23	43	higher	high	ADJ
easat-7215	23	44	due	due	ADJ
easat-7215	23	45	to	to	ADP
easat-7215	23	46	road	road	NOUN
easat-7215	23	47	traffic	traffic	NOUN
easat-7215	23	48	accidents	accident	NOUN
easat-7215	23	49	[	[	X
easat-7215	23	50	6	6	NUM
easat-7215	23	51	]	]	PUNCT
easat-7215	23	52	.	.	PUNCT
easat-7215	24	1	road	road	NOUN
easat-7215	24	2	networks	network	NOUN
easat-7215	24	3	facilitate	facilitate	VERB
easat-7215	24	4	the	the	DET
easat-7215	24	5	free	free	ADJ
easat-7215	24	6	movement	movement	NOUN
easat-7215	24	7	of	of	ADP
easat-7215	24	8	products	product	NOUN
easat-7215	24	9	,	,	PUNCT
easat-7215	24	10	services	service	NOUN
easat-7215	24	11	,	,	PUNCT
easat-7215	24	12	and	and	CCONJ
easat-7215	24	13	people	people	NOUN
easat-7215	24	14	,	,	PUNCT
easat-7215	24	15	contributing	contribute	VERB
easat-7215	24	16	to	to	ADP
easat-7215	24	17	the	the	DET
easat-7215	24	18	economic	economic	ADJ
easat-7215	24	19	development	development	NOUN
easat-7215	24	20	of	of	ADP
easat-7215	24	21	1546	1546	NUM
easat-7215	24	22	edelweiss	edelweiss	PROPN
easat-7215	24	23	applied	apply	VERB
easat-7215	24	24	science	science	NOUN
easat-7215	24	25	and	and	CCONJ
easat-7215	24	26	technology	technology	NOUN
easat-7215	24	27	issn	issn	PROPN
easat-7215	24	28	:	:	PUNCT
easat-7215	24	29	2576	2576	NUM
easat-7215	24	30	-	-	SYM
easat-7215	24	31	8484	8484	NUM
easat-7215	24	32	vol	vol	NOUN
easat-7215	24	33	.	.	PROPN
easat-7215	25	1	9	9	NUM
easat-7215	25	2	,	,	PUNCT
easat-7215	25	3	no	no	INTJ
easat-7215	25	4	.	.	NOUN
easat-7215	25	5	5	5	NUM
easat-7215	25	6	:	:	SYM
easat-7215	25	7	1545	1545	NUM
easat-7215	25	8	-	-	SYM
easat-7215	25	9	1556	1556	NUM
easat-7215	25	10	,	,	PUNCT
easat-7215	25	11	2025	2025	NUM
easat-7215	25	12	doi	doi	NOUN
easat-7215	25	13	:	:	PUNCT
easat-7215	26	1	10.55214/25768484.v9i5.7215	10.55214/25768484.v9i5.7215	NUM
easat-7215	26	2	©	©	PROPN
easat-7215	26	3	2025	2025	NUM
easat-7215	26	4	by	by	ADP
easat-7215	26	5	the	the	DET
easat-7215	26	6	authors	author	NOUN
easat-7215	26	7	;	;	PUNCT
easat-7215	26	8	licensee	licensee	PROPN
easat-7215	26	9	learning	learn	VERB
easat-7215	26	10	gate	gate	NOUN
easat-7215	26	11	countries	country	NOUN
easat-7215	26	12	[	[	X
easat-7215	26	13	7	7	NUM
easat-7215	26	14	]	]	PUNCT
easat-7215	26	15	.	.	PUNCT
easat-7215	27	1	an	an	DET
easat-7215	27	2	important	important	ADJ
easat-7215	27	3	unanticipated	unanticipated	ADJ
easat-7215	27	4	outcome	outcome	NOUN
easat-7215	27	5	for	for	ADP
easat-7215	27	6	studying	study	VERB
easat-7215	27	7	road	road	NOUN
easat-7215	27	8	transport	transport	NOUN
easat-7215	27	9	systems	system	NOUN
easat-7215	27	10	is	be	AUX
easat-7215	27	11	road	road	NOUN
easat-7215	27	12	traffic	traffic	NOUN
easat-7215	27	13	accidents	accident	NOUN
easat-7215	27	14	(	(	PUNCT
easat-7215	27	15	rtas	rta	NOUN
easat-7215	27	16	)	)	PUNCT
easat-7215	27	17	in	in	ADP
easat-7215	27	18	terms	term	NOUN
easat-7215	27	19	of	of	ADP
easat-7215	27	20	the	the	DET
easat-7215	27	21	number	number	NOUN
easat-7215	27	22	of	of	ADP
easat-7215	27	23	cases	case	NOUN
easat-7215	27	24	,	,	PUNCT
easat-7215	27	25	injuries	injury	NOUN
easat-7215	27	26	,	,	PUNCT
easat-7215	27	27	and	and	CCONJ
easat-7215	27	28	fatalities	fatality	NOUN
easat-7215	27	29	.	.	PUNCT
easat-7215	28	1	it	it	PRON
easat-7215	28	2	is	be	AUX
easat-7215	28	3	imperative	imperative	ADJ
easat-7215	28	4	to	to	PART
easat-7215	28	5	ensure	ensure	VERB
easat-7215	28	6	a	a	DET
easat-7215	28	7	safe	safe	ADJ
easat-7215	28	8	and	and	CCONJ
easat-7215	28	9	efficient	efficient	ADJ
easat-7215	28	10	road	road	NOUN
easat-7215	28	11	network	network	NOUN
easat-7215	28	12	with	with	ADP
easat-7215	28	13	a	a	DET
easat-7215	28	14	high	high	ADJ
easat-7215	28	15	level	level	NOUN
easat-7215	28	16	of	of	ADP
easat-7215	28	17	service	service	NOUN
easat-7215	28	18	,	,	PUNCT
easat-7215	28	19	as	as	SCONJ
easat-7215	28	20	rtas	rta	NOUN
easat-7215	28	21	have	have	VERB
easat-7215	28	22	a	a	DET
easat-7215	28	23	detrimental	detrimental	ADJ
easat-7215	28	24	impact	impact	NOUN
easat-7215	28	25	on	on	ADP
easat-7215	28	26	public	public	ADJ
easat-7215	28	27	health	health	NOUN
easat-7215	28	28	and	and	CCONJ
easat-7215	28	29	the	the	DET
easat-7215	28	30	economy	economy	NOUN
easat-7215	28	31	[	[	X
easat-7215	28	32	8	8	NUM
easat-7215	28	33	]	]	PUNCT
easat-7215	28	34	.	.	PUNCT
easat-7215	29	1	studies	study	NOUN
easat-7215	29	2	suggest	suggest	VERB
easat-7215	29	3	that	that	SCONJ
easat-7215	29	4	after	after	ADP
easat-7215	29	5	the	the	DET
easat-7215	29	6	introduction	introduction	NOUN
easat-7215	29	7	of	of	ADP
easat-7215	29	8	personal	personal	ADJ
easat-7215	29	9	vehicles	vehicle	NOUN
easat-7215	29	10	to	to	ADP
easat-7215	29	11	individuals	individual	NOUN
easat-7215	29	12	,	,	PUNCT
easat-7215	29	13	time	time	NOUN
easat-7215	29	14	trends	trend	NOUN
easat-7215	29	15	in	in	ADP
easat-7215	29	16	road	road	NOUN
easat-7215	29	17	injuries	injury	NOUN
easat-7215	29	18	usually	usually	ADV
easat-7215	29	19	begin	begin	VERB
easat-7215	29	20	with	with	ADP
easat-7215	29	21	a	a	DET
easat-7215	29	22	large	large	ADJ
easat-7215	29	23	increase	increase	NOUN
easat-7215	29	24	in	in	ADP
easat-7215	29	25	injury	injury	NOUN
easat-7215	29	26	rates	rate	NOUN
easat-7215	29	27	[	[	X
easat-7215	29	28	9	9	NUM
easat-7215	29	29	]	]	PUNCT
easat-7215	29	30	.	.	PUNCT
easat-7215	30	1	while	while	SCONJ
easat-7215	30	2	improvements	improvement	NOUN
easat-7215	30	3	in	in	ADP
easat-7215	30	4	vehicle	vehicle	NOUN
easat-7215	30	5	safety	safety	NOUN
easat-7215	30	6	standards	standard	NOUN
easat-7215	30	7	and	and	CCONJ
easat-7215	30	8	road	road	NOUN
easat-7215	30	9	technology	technology	NOUN
easat-7215	30	10	,	,	PUNCT
easat-7215	30	11	which	which	PRON
easat-7215	30	12	are	be	AUX
easat-7215	30	13	part	part	NOUN
easat-7215	30	14	of	of	ADP
easat-7215	30	15	a	a	DET
easat-7215	30	16	'	'	PUNCT
easat-7215	30	17	globalization	globalization	NOUN
easat-7215	30	18	model	model	NOUN
easat-7215	30	19	'	'	PUNCT
easat-7215	30	20	,	,	PUNCT
easat-7215	30	21	lead	lead	VERB
easat-7215	30	22	to	to	ADP
easat-7215	30	23	downward	downward	ADJ
easat-7215	30	24	trends	trend	NOUN
easat-7215	30	25	in	in	ADP
easat-7215	30	26	accident	accident	NOUN
easat-7215	30	27	rates	rate	NOUN
easat-7215	30	28	.	.	PUNCT
easat-7215	31	1	this	this	PRON
easat-7215	31	2	is	be	AUX
easat-7215	31	3	supported	support	VERB
easat-7215	31	4	by	by	ADP
easat-7215	31	5	the	the	DET
easat-7215	31	6	statistical	statistical	ADJ
easat-7215	31	7	significance	significance	NOUN
easat-7215	31	8	of	of	ADP
easat-7215	31	9	the	the	DET
easat-7215	31	10	distribution	distribution	NOUN
easat-7215	31	11	of	of	ADP
easat-7215	31	12	vehicle	vehicle	NOUN
easat-7215	31	13	fleet	fleet	NOUN
easat-7215	31	14	age	age	NOUN
easat-7215	31	15	,	,	PUNCT
easat-7215	31	16	which	which	PRON
easat-7215	31	17	acts	act	VERB
easat-7215	31	18	as	as	ADP
easat-7215	31	19	an	an	DET
easat-7215	31	20	intervening	intervene	VERB
easat-7215	31	21	variable	variable	NOUN
easat-7215	31	22	between	between	ADP
easat-7215	31	23	domestic	domestic	ADJ
easat-7215	31	24	and	and	CCONJ
easat-7215	31	25	global	global	ADJ
easat-7215	31	26	accident	accident	NOUN
easat-7215	31	27	rates	rate	NOUN
easat-7215	31	28	.	.	PUNCT
easat-7215	32	1	the	the	DET
easat-7215	32	2	rising	rise	VERB
easat-7215	32	3	number	number	NOUN
easat-7215	32	4	of	of	ADP
easat-7215	32	5	vehicles	vehicle	NOUN
easat-7215	32	6	on	on	ADP
easat-7215	32	7	the	the	DET
easat-7215	32	8	road	road	NOUN
easat-7215	32	9	is	be	AUX
easat-7215	32	10	closely	closely	ADV
easat-7215	32	11	tied	tie	VERB
easat-7215	32	12	to	to	ADP
easat-7215	32	13	economic	economic	ADJ
easat-7215	32	14	growth	growth	NOUN
easat-7215	32	15	worldwide	worldwide	ADV
easat-7215	32	16	,	,	PUNCT
easat-7215	32	17	particularly	particularly	ADV
easat-7215	32	18	in	in	ADP
easat-7215	32	19	rapidly	rapidly	ADV
easat-7215	32	20	developing	develop	VERB
easat-7215	32	21	nations	nation	NOUN
easat-7215	32	22	[	[	X
easat-7215	32	23	10	10	NUM
easat-7215	32	24	]	]	PUNCT
easat-7215	32	25	.	.	PUNCT
easat-7215	33	1	as	as	SCONJ
easat-7215	33	2	economies	economy	NOUN
easat-7215	33	3	expand	expand	VERB
easat-7215	33	4	,	,	PUNCT
easat-7215	33	5	transportation	transportation	NOUN
easat-7215	33	6	activities	activity	NOUN
easat-7215	33	7	increase	increase	VERB
easat-7215	33	8	due	due	ADJ
easat-7215	33	9	to	to	ADP
easat-7215	33	10	a	a	DET
easat-7215	33	11	higher	high	ADJ
easat-7215	33	12	volume	volume	NOUN
easat-7215	33	13	of	of	ADP
easat-7215	33	14	economic	economic	ADJ
easat-7215	33	15	transactions	transaction	NOUN
easat-7215	33	16	,	,	PUNCT
easat-7215	33	17	cultural	cultural	ADJ
easat-7215	33	18	and	and	CCONJ
easat-7215	33	19	political	political	ADJ
easat-7215	33	20	engagements	engagement	NOUN
easat-7215	33	21	,	,	PUNCT
easat-7215	33	22	and	and	CCONJ
easat-7215	33	23	overall	overall	ADJ
easat-7215	33	24	social	social	ADJ
easat-7215	33	25	interactions	interaction	NOUN
easat-7215	33	26	[	[	X
easat-7215	33	27	1	1	NUM
easat-7215	33	28	]	]	PUNCT
easat-7215	33	29	.	.	PUNCT
easat-7215	34	1	in	in	ADP
easat-7215	34	2	recent	recent	ADJ
easat-7215	34	3	years	year	NOUN
easat-7215	34	4	,	,	PUNCT
easat-7215	34	5	economic	economic	ADJ
easat-7215	34	6	progress	progress	NOUN
easat-7215	34	7	—	—	PUNCT
easat-7215	34	8	especially	especially	ADV
easat-7215	34	9	in	in	ADP
easat-7215	34	10	lowand	lowand	ADJ
easat-7215	34	11	middle	middle	ADJ
easat-7215	34	12	-	-	PUNCT
easat-7215	34	13	income	income	NOUN
easat-7215	34	14	countries	country	NOUN
easat-7215	34	15	—	—	PUNCT
easat-7215	34	16	has	have	AUX
easat-7215	34	17	led	lead	VERB
easat-7215	34	18	to	to	ADP
easat-7215	34	19	a	a	DET
easat-7215	34	20	surge	surge	NOUN
easat-7215	34	21	in	in	ADP
easat-7215	34	22	vehicle	vehicle	NOUN
easat-7215	34	23	ownership	ownership	NOUN
easat-7215	34	24	,	,	PUNCT
easat-7215	34	25	making	make	VERB
easat-7215	34	26	road	road	NOUN
easat-7215	34	27	networks	network	NOUN
easat-7215	34	28	more	more	ADV
easat-7215	34	29	complex	complex	ADJ
easat-7215	34	30	and	and	CCONJ
easat-7215	34	31	hazardous	hazardous	ADJ
easat-7215	35	1	[	[	X
easat-7215	35	2	11	11	NUM
easat-7215	35	3	]	]	PUNCT
easat-7215	35	4	.	.	PUNCT
easat-7215	36	1	by	by	ADP
easat-7215	36	2	2030	2030	NUM
easat-7215	36	3	,	,	PUNCT
easat-7215	36	4	it	it	PRON
easat-7215	36	5	is	be	AUX
easat-7215	36	6	projected	project	VERB
easat-7215	36	7	that	that	SCONJ
easat-7215	36	8	nearly	nearly	ADV
easat-7215	36	9	70	70	NUM
easat-7215	36	10	%	%	NOUN
easat-7215	36	11	of	of	ADP
easat-7215	36	12	the	the	DET
easat-7215	36	13	world	world	NOUN
easat-7215	36	14	’s	’s	PART
easat-7215	36	15	population	population	NOUN
easat-7215	36	16	will	will	AUX
easat-7215	36	17	reside	reside	VERB
easat-7215	36	18	in	in	ADP
easat-7215	36	19	urban	urban	ADJ
easat-7215	36	20	areas	area	NOUN
easat-7215	36	21	,	,	PUNCT
easat-7215	36	22	placing	place	VERB
easat-7215	36	23	immense	immense	ADJ
easat-7215	36	24	pressure	pressure	NOUN
easat-7215	36	25	on	on	ADP
easat-7215	36	26	transportation	transportation	NOUN
easat-7215	36	27	infrastructure	infrastructure	NOUN
easat-7215	36	28	.	.	PUNCT
easat-7215	37	1	this	this	DET
easat-7215	37	2	urban	urban	ADJ
easat-7215	37	3	shift	shift	NOUN
easat-7215	37	4	will	will	AUX
easat-7215	37	5	significantly	significantly	ADV
easat-7215	37	6	increase	increase	VERB
easat-7215	37	7	the	the	DET
easat-7215	37	8	demand	demand	NOUN
easat-7215	37	9	for	for	ADP
easat-7215	37	10	mobility	mobility	NOUN
easat-7215	37	11	,	,	PUNCT
easat-7215	37	12	surpassing	surpass	VERB
easat-7215	37	13	the	the	DET
easat-7215	37	14	current	current	ADJ
easat-7215	37	15	system	system	NOUN
easat-7215	37	16	’s	’s	PART
easat-7215	37	17	capacity	capacity	NOUN
easat-7215	37	18	.	.	PUNCT
easat-7215	38	1	in	in	ADP
easat-7215	38	2	response	response	NOUN
easat-7215	38	3	,	,	PUNCT
easat-7215	38	4	global	global	ADJ
easat-7215	38	5	efforts	effort	NOUN
easat-7215	38	6	are	be	AUX
easat-7215	38	7	focused	focus	VERB
easat-7215	38	8	on	on	ADP
easat-7215	38	9	reducing	reduce	VERB
easat-7215	38	10	road	road	NOUN
easat-7215	38	11	traffic	traffic	NOUN
easat-7215	38	12	deaths	death	NOUN
easat-7215	38	13	and	and	CCONJ
easat-7215	38	14	injuries	injury	NOUN
easat-7215	38	15	by	by	ADP
easat-7215	38	16	at	at	ADV
easat-7215	38	17	least	least	ADV
easat-7215	38	18	50	50	NUM
easat-7215	38	19	%	%	NOUN
easat-7215	38	20	within	within	ADP
easat-7215	38	21	this	this	DET
easat-7215	38	22	timeframe	timeframe	NOUN
easat-7215	38	23	.	.	PUNCT
easat-7215	39	1	notably	notably	ADV
easat-7215	39	2	,	,	PUNCT
easat-7215	39	3	lowand	lowand	ADJ
easat-7215	39	4	middle	middle	ADJ
easat-7215	39	5	-	-	PUNCT
easat-7215	39	6	income	income	NOUN
easat-7215	39	7	countries	country	NOUN
easat-7215	39	8	,	,	PUNCT
easat-7215	39	9	which	which	PRON
easat-7215	39	10	own	own	VERB
easat-7215	39	11	about	about	ADV
easat-7215	39	12	60	60	NUM
easat-7215	39	13	%	%	NOUN
easat-7215	39	14	of	of	ADP
easat-7215	39	15	the	the	DET
easat-7215	39	16	world	world	NOUN
easat-7215	39	17	’s	’s	PART
easat-7215	39	18	vehicles	vehicle	NOUN
easat-7215	39	19	,	,	PUNCT
easat-7215	39	20	account	account	VERB
easat-7215	39	21	for	for	ADP
easat-7215	39	22	a	a	DET
easat-7215	39	23	staggering	staggering	ADJ
easat-7215	39	24	92	92	NUM
easat-7215	39	25	%	%	NOUN
easat-7215	39	26	of	of	ADP
easat-7215	39	27	global	global	ADJ
easat-7215	39	28	road	road	NOUN
easat-7215	39	29	traffic	traffic	NOUN
easat-7215	39	30	fatalities	fatality	NOUN
easat-7215	39	31	[	[	X
easat-7215	39	32	12	12	NUM
easat-7215	39	33	]	]	PUNCT
easat-7215	39	34	.	.	PUNCT
easat-7215	40	1	developing	develop	VERB
easat-7215	40	2	nations	nation	NOUN
easat-7215	40	3	tend	tend	VERB
easat-7215	40	4	to	to	PART
easat-7215	40	5	experience	experience	VERB
easat-7215	40	6	significantly	significantly	ADV
easat-7215	40	7	higher	high	ADJ
easat-7215	40	8	fatality	fatality	NOUN
easat-7215	40	9	rates	rate	NOUN
easat-7215	40	10	per	per	ADP
easat-7215	40	11	licensed	licensed	ADJ
easat-7215	40	12	vehicle	vehicle	NOUN
easat-7215	40	13	compared	compare	VERB
easat-7215	40	14	to	to	ADP
easat-7215	40	15	industrialized	industrialize	VERB
easat-7215	40	16	countries	country	NOUN
easat-7215	40	17	.	.	PUNCT
easat-7215	41	1	the	the	DET
easat-7215	41	2	combination	combination	NOUN
easat-7215	41	3	of	of	ADP
easat-7215	41	4	economic	economic	ADJ
easat-7215	41	5	growth	growth	NOUN
easat-7215	41	6	and	and	CCONJ
easat-7215	41	7	increased	increase	VERB
easat-7215	41	8	vehicle	vehicle	NOUN
easat-7215	41	9	usage	usage	NOUN
easat-7215	41	10	has	have	AUX
easat-7215	41	11	,	,	PUNCT
easat-7215	41	12	therefore	therefore	ADV
easat-7215	41	13	,	,	PUNCT
easat-7215	41	14	escalated	escalate	VERB
easat-7215	41	15	road	road	NOUN
easat-7215	41	16	transport	transport	NOUN
easat-7215	41	17	risks	risk	NOUN
easat-7215	41	18	[	[	X
easat-7215	41	19	6	6	NUM
easat-7215	41	20	]	]	PUNCT
easat-7215	41	21	.	.	PUNCT
easat-7215	42	1	additionally	additionally	ADV
easat-7215	42	2	,	,	PUNCT
easat-7215	42	3	as	as	SCONJ
easat-7215	42	4	urbanization	urbanization	NOUN
easat-7215	42	5	accelerates	accelerate	VERB
easat-7215	42	6	and	and	CCONJ
easat-7215	42	7	vehicle	vehicle	NOUN
easat-7215	42	8	numbers	number	NOUN
easat-7215	42	9	soar	soar	VERB
easat-7215	42	10	,	,	PUNCT
easat-7215	42	11	traffic	traffic	NOUN
easat-7215	42	12	-	-	PUNCT
easat-7215	42	13	related	relate	VERB
easat-7215	42	14	incidents	incident	NOUN
easat-7215	42	15	increasingly	increasingly	ADV
easat-7215	42	16	disrupt	disrupt	VERB
easat-7215	42	17	both	both	DET
easat-7215	42	18	transportation	transportation	NOUN
easat-7215	42	19	systems	system	NOUN
easat-7215	42	20	and	and	CCONJ
easat-7215	42	21	social	social	ADJ
easat-7215	42	22	life	life	NOUN
easat-7215	42	23	[	[	X
easat-7215	42	24	5	5	NUM
easat-7215	42	25	]	]	PUNCT
easat-7215	42	26	.	.	PUNCT
easat-7215	43	1	in	in	ADP
easat-7215	43	2	albania	albania	PROPN
easat-7215	43	3	,	,	PUNCT
easat-7215	43	4	road	road	NOUN
easat-7215	43	5	safety	safety	NOUN
easat-7215	43	6	remains	remain	VERB
easat-7215	43	7	a	a	DET
easat-7215	43	8	critical	critical	ADJ
easat-7215	43	9	social	social	ADJ
easat-7215	43	10	concern	concern	NOUN
easat-7215	43	11	and	and	CCONJ
easat-7215	43	12	a	a	DET
easat-7215	43	13	fundamental	fundamental	ADJ
easat-7215	43	14	element	element	NOUN
easat-7215	43	15	of	of	ADP
easat-7215	43	16	sustainable	sustainable	ADJ
easat-7215	43	17	development	development	NOUN
easat-7215	43	18	,	,	PUNCT
easat-7215	43	19	yet	yet	CCONJ
easat-7215	43	20	it	it	PRON
easat-7215	43	21	remains	remain	VERB
easat-7215	43	22	under	under	ADP
easat-7215	43	23	prioritized	prioritize	VERB
easat-7215	43	24	and	and	CCONJ
easat-7215	43	25	underfunded	underfunded	ADJ
easat-7215	43	26	.	.	PUNCT
easat-7215	44	1	road	road	NOUN
easat-7215	44	2	traffic	traffic	NOUN
easat-7215	44	3	accidents	accident	NOUN
easat-7215	44	4	(	(	PUNCT
easat-7215	44	5	rtas	rta	NOUN
easat-7215	44	6	)	)	PUNCT
easat-7215	44	7	are	be	AUX
easat-7215	44	8	a	a	DET
easat-7215	44	9	significant	significant	ADJ
easat-7215	44	10	health	health	NOUN
easat-7215	44	11	and	and	CCONJ
easat-7215	44	12	economic	economic	ADJ
easat-7215	44	13	challenge	challenge	NOUN
easat-7215	44	14	for	for	ADP
easat-7215	44	15	the	the	DET
easat-7215	44	16	country	country	NOUN
easat-7215	44	17	[	[	X
easat-7215	44	18	13	13	NUM
easat-7215	44	19	]	]	PUNCT
easat-7215	44	20	.	.	PUNCT
easat-7215	45	1	albania	albania	PROPN
easat-7215	45	2	faces	face	VERB
easat-7215	45	3	notable	notable	ADJ
easat-7215	45	4	difficulties	difficulty	NOUN
easat-7215	45	5	in	in	ADP
easat-7215	45	6	ensuring	ensure	VERB
easat-7215	45	7	road	road	NOUN
easat-7215	45	8	safety	safety	NOUN
easat-7215	45	9	compared	compare	VERB
easat-7215	45	10	to	to	ADP
easat-7215	45	11	neighbouring	neighbouring	ADJ
easat-7215	45	12	countries	country	NOUN
easat-7215	45	13	,	,	PUNCT
easat-7215	45	14	particularly	particularly	ADV
easat-7215	45	15	due	due	ADJ
easat-7215	45	16	to	to	ADP
easat-7215	45	17	rapid	rapid	ADJ
easat-7215	45	18	economic	economic	ADJ
easat-7215	45	19	expansion	expansion	NOUN
easat-7215	45	20	and	and	CCONJ
easat-7215	45	21	growth	growth	NOUN
easat-7215	45	22	in	in	ADP
easat-7215	45	23	the	the	DET
easat-7215	45	24	transportation	transportation	NOUN
easat-7215	45	25	sector	sector	NOUN
easat-7215	45	26	.	.	PUNCT
easat-7215	46	1	to	to	PART
easat-7215	46	2	prevent	prevent	VERB
easat-7215	46	3	an	an	DET
easat-7215	46	4	increase	increase	NOUN
easat-7215	46	5	in	in	ADP
easat-7215	46	6	traffic	traffic	NOUN
easat-7215	46	7	accidents	accident	NOUN
easat-7215	46	8	as	as	SCONJ
easat-7215	46	9	travel	travel	NOUN
easat-7215	46	10	demands	demand	NOUN
easat-7215	46	11	rise	rise	VERB
easat-7215	46	12	,	,	PUNCT
easat-7215	46	13	targeted	target	VERB
easat-7215	46	14	measures	measure	NOUN
easat-7215	46	15	must	must	AUX
easat-7215	46	16	be	be	AUX
easat-7215	46	17	implemented	implement	VERB
easat-7215	46	18	.	.	PUNCT
easat-7215	47	1	these	these	PRON
easat-7215	47	2	include	include	VERB
easat-7215	47	3	improved	improved	ADJ
easat-7215	47	4	driver	driver	NOUN
easat-7215	47	5	training	training	NOUN
easat-7215	47	6	and	and	CCONJ
easat-7215	47	7	testing	testing	NOUN
easat-7215	47	8	,	,	PUNCT
easat-7215	47	9	vehicle	vehicle	NOUN
easat-7215	47	10	safety	safety	NOUN
easat-7215	47	11	checks	check	NOUN
easat-7215	47	12	,	,	PUNCT
easat-7215	47	13	better	well	ADJ
easat-7215	47	14	road	road	NOUN
easat-7215	47	15	user	user	NOUN
easat-7215	47	16	behaviour	behaviour	NOUN
easat-7215	47	17	,	,	PUNCT
easat-7215	47	18	and	and	CCONJ
easat-7215	47	19	enhanced	enhance	VERB
easat-7215	47	20	infrastructure	infrastructure	NOUN
easat-7215	47	21	safety	safety	NOUN
easat-7215	47	22	.	.	PUNCT
easat-7215	48	1	studies	study	NOUN
easat-7215	48	2	suggest	suggest	VERB
easat-7215	48	3	that	that	SCONJ
easat-7215	48	4	implementing	implement	VERB
easat-7215	48	5	well	well	ADV
easat-7215	48	6	-	-	PUNCT
easat-7215	48	7	coordinated	coordinate	VERB
easat-7215	48	8	,	,	PUNCT
easat-7215	48	9	multi	multi	ADJ
easat-7215	48	10	-	-	ADJ
easat-7215	48	11	sectoral	sectoral	ADJ
easat-7215	48	12	road	road	NOUN
easat-7215	48	13	safety	safety	NOUN
easat-7215	48	14	strategies	strategy	NOUN
easat-7215	48	15	could	could	AUX
easat-7215	48	16	reduce	reduce	VERB
easat-7215	48	17	fatalities	fatality	NOUN
easat-7215	48	18	by	by	ADP
easat-7215	48	19	50	50	NUM
easat-7215	48	20	%	%	NOUN
easat-7215	48	21	[	[	X
easat-7215	48	22	12	12	NUM
easat-7215	48	23	]	]	PUNCT
easat-7215	48	24	.	.	PUNCT
easat-7215	49	1	the	the	DET
easat-7215	49	2	road	road	NOUN
easat-7215	49	3	transport	transport	NOUN
easat-7215	49	4	sector	sector	NOUN
easat-7215	49	5	in	in	ADP
easat-7215	49	6	albania	albania	PROPN
easat-7215	49	7	has	have	AUX
easat-7215	49	8	been	be	AUX
easat-7215	49	9	under	under	ADP
easat-7215	49	10	increasing	increase	VERB
easat-7215	49	11	pressure	pressure	NOUN
easat-7215	49	12	due	due	ADP
easat-7215	49	13	to	to	ADP
easat-7215	49	14	rising	rise	VERB
easat-7215	49	15	vehicle	vehicle	NOUN
easat-7215	49	16	numbers	number	NOUN
easat-7215	49	17	and	and	CCONJ
easat-7215	49	18	urban	urban	ADJ
easat-7215	49	19	expansion	expansion	NOUN
easat-7215	49	20	.	.	PUNCT
easat-7215	50	1	one	one	NUM
easat-7215	50	2	of	of	ADP
easat-7215	50	3	the	the	DET
easat-7215	50	4	most	most	ADV
easat-7215	50	5	concerning	concern	VERB
easat-7215	50	6	consequences	consequence	NOUN
easat-7215	50	7	of	of	ADP
easat-7215	50	8	this	this	DET
easat-7215	50	9	trend	trend	NOUN
easat-7215	50	10	is	be	AUX
easat-7215	50	11	the	the	DET
easat-7215	50	12	growing	grow	VERB
easat-7215	50	13	incidence	incidence	NOUN
easat-7215	50	14	of	of	ADP
easat-7215	50	15	road	road	NOUN
easat-7215	50	16	traffic	traffic	NOUN
easat-7215	50	17	accidents	accident	NOUN
easat-7215	50	18	[	[	X
easat-7215	50	19	13	13	NUM
easat-7215	50	20	]	]	PUNCT
easat-7215	50	21	.	.	PUNCT
easat-7215	51	1	although	although	SCONJ
easat-7215	51	2	albania	albania	PROPN
easat-7215	51	3	has	have	AUX
easat-7215	51	4	witnessed	witness	VERB
easat-7215	51	5	a	a	DET
easat-7215	51	6	decline	decline	NOUN
easat-7215	51	7	in	in	ADP
easat-7215	51	8	total	total	ADJ
easat-7215	51	9	accidents	accident	NOUN
easat-7215	51	10	in	in	ADP
easat-7215	51	11	recent	recent	ADJ
easat-7215	51	12	years	year	NOUN
easat-7215	51	13	,	,	PUNCT
easat-7215	51	14	the	the	DET
easat-7215	51	15	number	number	NOUN
easat-7215	51	16	of	of	ADP
easat-7215	51	17	fatalities	fatality	NOUN
easat-7215	51	18	per	per	ADP
easat-7215	51	19	10,000	10,000	NUM
easat-7215	51	20	inhabitants	inhabitant	NOUN
easat-7215	51	21	has	have	AUX
easat-7215	51	22	increased	increase	VERB
easat-7215	51	23	significantly	significantly	ADV
easat-7215	51	24	[	[	X
easat-7215	51	25	14	14	NUM
easat-7215	51	26	]	]	SYM
easat-7215	51	27	.	.	PUNCT
easat-7215	52	1	extensive	extensive	ADJ
easat-7215	52	2	research	research	NOUN
easat-7215	52	3	highlights	highlight	NOUN
easat-7215	52	4	the	the	DET
easat-7215	52	5	need	need	NOUN
easat-7215	52	6	for	for	ADP
easat-7215	52	7	a	a	DET
easat-7215	52	8	proactive	proactive	ADJ
easat-7215	52	9	and	and	CCONJ
easat-7215	52	10	predictive	predictive	ADJ
easat-7215	52	11	approach	approach	NOUN
easat-7215	52	12	to	to	ADP
easat-7215	52	13	road	road	NOUN
easat-7215	52	14	safety	safety	NOUN
easat-7215	52	15	.	.	PUNCT
easat-7215	53	1	various	various	ADJ
easat-7215	53	2	studies	study	NOUN
easat-7215	53	3	explore	explore	VERB
easat-7215	53	4	different	different	ADJ
easat-7215	53	5	methodologies	methodology	NOUN
easat-7215	53	6	for	for	ADP
easat-7215	53	7	analysing	analyse	VERB
easat-7215	53	8	rtas	rta	NOUN
easat-7215	53	9	,	,	PUNCT
easat-7215	53	10	considering	consider	VERB
easat-7215	53	11	factors	factor	NOUN
easat-7215	53	12	such	such	ADJ
easat-7215	53	13	as	as	ADP
easat-7215	53	14	socio	socio	NOUN
easat-7215	53	15	-	-	PUNCT
easat-7215	53	16	economic	economic	ADJ
easat-7215	53	17	conditions	condition	NOUN
easat-7215	53	18	,	,	PUNCT
easat-7215	53	19	engineering	engineering	NOUN
easat-7215	53	20	advancements	advancement	NOUN
easat-7215	53	21	,	,	PUNCT
easat-7215	53	22	and	and	CCONJ
easat-7215	53	23	policy	policy	NOUN
easat-7215	53	24	frameworks	framework	NOUN
easat-7215	53	25	.	.	PUNCT
easat-7215	54	1	however	however	ADV
easat-7215	54	2	,	,	PUNCT
easat-7215	54	3	existing	exist	VERB
easat-7215	54	4	regulations	regulation	NOUN
easat-7215	54	5	often	often	ADV
easat-7215	54	6	fall	fall	VERB
easat-7215	54	7	short	short	ADV
easat-7215	54	8	of	of	ADP
easat-7215	54	9	effectively	effectively	ADV
easat-7215	54	10	preventing	prevent	VERB
easat-7215	54	11	accidents	accident	NOUN
easat-7215	54	12	[	[	X
easat-7215	54	13	15	15	NUM
easat-7215	54	14	-	-	SYM
easat-7215	54	15	18	18	NUM
easat-7215	54	16	]	]	PUNCT
easat-7215	54	17	.	.	PUNCT
easat-7215	55	1	due	due	ADP
easat-7215	55	2	to	to	ADP
easat-7215	55	3	their	their	PRON
easat-7215	55	4	accuracy	accuracy	NOUN
easat-7215	55	5	and	and	CCONJ
easat-7215	55	6	reliability	reliability	NOUN
easat-7215	55	7	,	,	PUNCT
easat-7215	55	8	road	road	NOUN
easat-7215	55	9	accident	accident	NOUN
easat-7215	55	10	prediction	prediction	NOUN
easat-7215	55	11	models	model	NOUN
easat-7215	55	12	have	have	AUX
easat-7215	55	13	become	become	VERB
easat-7215	55	14	an	an	DET
easat-7215	55	15	essential	essential	ADJ
easat-7215	55	16	tool	tool	NOUN
easat-7215	55	17	in	in	ADP
easat-7215	55	18	traffic	traffic	NOUN
easat-7215	55	19	safety	safety	NOUN
easat-7215	55	20	research	research	NOUN
easat-7215	55	21	.	.	PUNCT
easat-7215	56	1	each	each	DET
easat-7215	56	2	country	country	NOUN
easat-7215	56	3	’s	’s	PART
easat-7215	56	4	unique	unique	ADJ
easat-7215	56	5	socioeconomic	socioeconomic	ADJ
easat-7215	56	6	conditions	condition	NOUN
easat-7215	56	7	directly	directly	ADV
easat-7215	56	8	influence	influence	VERB
easat-7215	56	9	the	the	DET
easat-7215	56	10	state	state	NOUN
easat-7215	56	11	of	of	ADP
easat-7215	56	12	its	its	PRON
easat-7215	56	13	road	road	NOUN
easat-7215	56	14	transport	transport	NOUN
easat-7215	56	15	system	system	NOUN
easat-7215	56	16	[	[	X
easat-7215	56	17	5	5	NUM
easat-7215	56	18	]	]	PUNCT
easat-7215	56	19	.	.	PUNCT
easat-7215	57	1	moreover	moreover	ADV
easat-7215	57	2	,	,	PUNCT
easat-7215	57	3	studies	study	NOUN
easat-7215	57	4	indicate	indicate	VERB
easat-7215	57	5	a	a	DET
easat-7215	57	6	strong	strong	ADJ
easat-7215	57	7	link	link	NOUN
easat-7215	57	8	between	between	ADP
easat-7215	57	9	the	the	DET
easat-7215	57	10	rise	rise	NOUN
easat-7215	57	11	in	in	ADP
easat-7215	57	12	rtas	rta	NOUN
easat-7215	57	13	and	and	CCONJ
easat-7215	57	14	global	global	ADJ
easat-7215	57	15	trends	trend	NOUN
easat-7215	57	16	in	in	ADP
easat-7215	57	17	population	population	NOUN
easat-7215	57	18	growth	growth	NOUN
easat-7215	57	19	and	and	CCONJ
easat-7215	57	20	vehicle	vehicle	NOUN
easat-7215	57	21	registrations	registration	NOUN
easat-7215	58	1	[	[	X
easat-7215	58	2	19	19	NUM
easat-7215	58	3	-	-	SYM
easat-7215	58	4	22	22	NUM
easat-7215	58	5	]	]	PUNCT
easat-7215	58	6	.	.	PUNCT
easat-7215	59	1	over	over	ADP
easat-7215	59	2	the	the	DET
easat-7215	59	3	past	past	ADJ
easat-7215	59	4	decade	decade	NOUN
easat-7215	59	5	,	,	PUNCT
easat-7215	59	6	albania	albania	PROPN
easat-7215	59	7	has	have	AUX
easat-7215	59	8	recorded	record	VERB
easat-7215	59	9	a	a	DET
easat-7215	59	10	significant	significant	ADJ
easat-7215	59	11	number	number	NOUN
easat-7215	59	12	of	of	ADP
easat-7215	59	13	road	road	NOUN
easat-7215	59	14	traffic	traffic	NOUN
easat-7215	59	15	accidents	accident	NOUN
easat-7215	59	16	,	,	PUNCT
easat-7215	59	17	making	make	VERB
easat-7215	59	18	accident	accident	NOUN
easat-7215	59	19	reduction	reduction	NOUN
easat-7215	59	20	a	a	DET
easat-7215	59	21	national	national	ADJ
easat-7215	59	22	priority	priority	NOUN
easat-7215	59	23	[	[	X
easat-7215	59	24	13	13	NUM
easat-7215	59	25	,	,	PUNCT
easat-7215	59	26	23	23	NUM
easat-7215	59	27	]	]	PUNCT
easat-7215	59	28	.	.	PUNCT
easat-7215	60	1	the	the	DET
easat-7215	60	2	country	country	NOUN
easat-7215	60	3	’s	’s	PART
easat-7215	60	4	road	road	NOUN
easat-7215	60	5	network	network	NOUN
easat-7215	60	6	is	be	AUX
easat-7215	60	7	insufficient	insufficient	ADJ
easat-7215	60	8	,	,	PUNCT
easat-7215	60	9	with	with	ADP
easat-7215	60	10	many	many	ADJ
easat-7215	60	11	poorly	poorly	ADV
easat-7215	60	12	maintained	maintain	VERB
easat-7215	60	13	roads	road	NOUN
easat-7215	60	14	,	,	PUNCT
easat-7215	60	15	inconsistent	inconsistent	ADJ
easat-7215	60	16	fuel	fuel	NOUN
easat-7215	60	17	quality	quality	NOUN
easat-7215	60	18	,	,	PUNCT
easat-7215	60	19	and	and	CCONJ
easat-7215	60	20	limited	limited	ADJ
easat-7215	60	21	alternative	alternative	ADJ
easat-7215	60	22	transport	transport	NOUN
easat-7215	60	23	options	option	NOUN
easat-7215	60	24	.	.	PUNCT
easat-7215	61	1	despite	despite	SCONJ
easat-7215	61	2	a	a	DET
easat-7215	61	3	growing	grow	VERB
easat-7215	61	4	number	number	NOUN
easat-7215	61	5	of	of	ADP
easat-7215	61	6	vehicles	vehicle	NOUN
easat-7215	61	7	,	,	PUNCT
easat-7215	61	8	albania	albania	PROPN
easat-7215	61	9	’s	’s	PART
easat-7215	61	10	transport	transport	NOUN
easat-7215	61	11	sector	sector	NOUN
easat-7215	61	12	is	be	AUX
easat-7215	61	13	still	still	ADV
easat-7215	61	14	dominated	dominate	VERB
easat-7215	61	15	by	by	ADP
easat-7215	61	16	older	old	ADJ
easat-7215	61	17	models	model	NOUN
easat-7215	61	18	—	—	PUNCT
easat-7215	61	19	most	most	ADJ
easat-7215	61	20	vehicles	vehicle	NOUN
easat-7215	61	21	are	be	AUX
easat-7215	61	22	over	over	ADP
easat-7215	61	23	15	15	NUM
easat-7215	61	24	years	year	NOUN
easat-7215	61	25	old	old	ADJ
easat-7215	61	26	,	,	PUNCT
easat-7215	61	27	making	make	VERB
easat-7215	61	28	them	they	PRON
easat-7215	61	29	less	less	ADV
easat-7215	61	30	safe	safe	ADJ
easat-7215	61	31	compared	compare	VERB
easat-7215	61	32	to	to	ADP
easat-7215	61	33	those	those	PRON
easat-7215	61	34	in	in	ADP
easat-7215	61	35	other	other	ADJ
easat-7215	61	36	european	european	ADJ
easat-7215	61	37	countries	country	NOUN
easat-7215	61	38	[	[	X
easat-7215	61	39	24	24	NUM
easat-7215	61	40	]	]	PUNCT
easat-7215	61	41	.	.	PUNCT
easat-7215	62	1	1547	1547	NUM
easat-7215	62	2	edelweiss	edelweiss	PROPN
easat-7215	62	3	applied	apply	VERB
easat-7215	62	4	science	science	NOUN
easat-7215	62	5	and	and	CCONJ
easat-7215	62	6	technology	technology	NOUN
easat-7215	62	7	issn	issn	PROPN
easat-7215	62	8	:	:	PUNCT
easat-7215	62	9	2576	2576	NUM
easat-7215	62	10	-	-	SYM
easat-7215	62	11	8484	8484	NUM
easat-7215	62	12	vol	vol	NOUN
easat-7215	62	13	.	.	PROPN
easat-7215	63	1	9	9	NUM
easat-7215	63	2	,	,	PUNCT
easat-7215	63	3	no	no	INTJ
easat-7215	63	4	.	.	NOUN
easat-7215	63	5	5	5	NUM
easat-7215	63	6	:	:	SYM
easat-7215	63	7	1545	1545	NUM
easat-7215	63	8	-	-	SYM
easat-7215	63	9	1556	1556	NUM
easat-7215	63	10	,	,	PUNCT
easat-7215	63	11	2025	2025	NUM
easat-7215	63	12	doi	doi	NOUN
easat-7215	63	13	:	:	PUNCT
easat-7215	64	1	10.55214/25768484.v9i5.7215	10.55214/25768484.v9i5.7215	NUM
easat-7215	64	2	©	©	PROPN
easat-7215	64	3	2025	2025	NUM
easat-7215	64	4	by	by	ADP
easat-7215	64	5	the	the	DET
easat-7215	64	6	authors	author	NOUN
easat-7215	64	7	;	;	PUNCT
easat-7215	64	8	licensee	licensee	PROPN
easat-7215	64	9	learning	learning	NOUN
easat-7215	64	10	gate	gate	NOUN
easat-7215	64	11	this	this	DET
easat-7215	64	12	study	study	NOUN
easat-7215	64	13	introduces	introduce	VERB
easat-7215	64	14	a	a	DET
easat-7215	64	15	model	model	NOUN
easat-7215	64	16	that	that	PRON
easat-7215	64	17	examines	examine	VERB
easat-7215	64	18	how	how	SCONJ
easat-7215	64	19	road	road	NOUN
easat-7215	64	20	safety	safety	NOUN
easat-7215	64	21	correlates	correlate	VERB
easat-7215	64	22	with	with	ADP
easat-7215	64	23	population	population	NOUN
easat-7215	64	24	growth	growth	NOUN
easat-7215	64	25	and	and	CCONJ
easat-7215	64	26	vehicle	vehicle	NOUN
easat-7215	64	27	registration	registration	NOUN
easat-7215	64	28	rates	rate	NOUN
easat-7215	64	29	.	.	PUNCT
easat-7215	65	1	the	the	DET
easat-7215	65	2	analysis	analysis	NOUN
easat-7215	65	3	confirms	confirm	VERB
easat-7215	65	4	a	a	DET
easat-7215	65	5	relationship	relationship	NOUN
easat-7215	65	6	between	between	ADP
easat-7215	65	7	these	these	DET
easat-7215	65	8	factors	factor	NOUN
easat-7215	65	9	and	and	CCONJ
easat-7215	65	10	the	the	DET
easat-7215	65	11	prevalence	prevalence	NOUN
easat-7215	65	12	of	of	ADP
easat-7215	65	13	road	road	NOUN
easat-7215	65	14	traffic	traffic	NOUN
easat-7215	65	15	accidents	accident	NOUN
easat-7215	65	16	in	in	ADP
easat-7215	65	17	albania	albania	PROPN
easat-7215	65	18	.	.	PUNCT
easat-7215	66	1	using	use	VERB
easat-7215	66	2	nonlinear	nonlinear	ADJ
easat-7215	66	3	regression	regression	NOUN
easat-7215	66	4	techniques	technique	NOUN
easat-7215	66	5	,	,	PUNCT
easat-7215	66	6	data	datum	NOUN
easat-7215	66	7	from	from	ADP
easat-7215	66	8	2015	2015	NUM
easat-7215	66	9	to	to	ADP
easat-7215	66	10	2024	2024	NUM
easat-7215	66	11	was	be	AUX
easat-7215	66	12	analysed	analyse	VERB
easat-7215	66	13	to	to	PART
easat-7215	66	14	provide	provide	VERB
easat-7215	66	15	insights	insight	NOUN
easat-7215	66	16	into	into	ADP
easat-7215	66	17	current	current	ADJ
easat-7215	66	18	trends	trend	NOUN
easat-7215	66	19	and	and	CCONJ
easat-7215	66	20	future	future	ADJ
easat-7215	66	21	projections	projection	NOUN
easat-7215	66	22	.	.	PUNCT
easat-7215	67	1	key	key	ADJ
easat-7215	67	2	variables	variable	NOUN
easat-7215	67	3	—	—	PUNCT
easat-7215	67	4	rtas	rta	NOUN
easat-7215	67	5	,	,	PUNCT
easat-7215	67	6	population	population	NOUN
easat-7215	67	7	projections	projection	NOUN
easat-7215	67	8	,	,	PUNCT
easat-7215	67	9	and	and	CCONJ
easat-7215	67	10	registered	registered	ADJ
easat-7215	67	11	vehicles	vehicle	NOUN
easat-7215	67	12	—	—	PUNCT
easat-7215	67	13	were	be	AUX
easat-7215	67	14	considered	consider	VERB
easat-7215	67	15	in	in	ADP
easat-7215	67	16	developing	develop	VERB
easat-7215	67	17	a	a	DET
easat-7215	67	18	nonlinear	nonlinear	ADJ
easat-7215	67	19	accident	accident	NOUN
easat-7215	67	20	prediction	prediction	NOUN
easat-7215	67	21	model	model	NOUN
easat-7215	67	22	.	.	PUNCT
easat-7215	68	1	the	the	DET
easat-7215	68	2	andreassen	andreassen	PROPN
easat-7215	68	3	model	model	NOUN
easat-7215	68	4	was	be	AUX
easat-7215	68	5	adapted	adapt	VERB
easat-7215	68	6	to	to	PART
easat-7215	68	7	fit	fit	VERB
easat-7215	68	8	albania	albania	PROPN
easat-7215	68	9	’s	’s	PART
easat-7215	68	10	data	datum	NOUN
easat-7215	68	11	,	,	PUNCT
easat-7215	68	12	using	use	VERB
easat-7215	68	13	population	population	NOUN
easat-7215	68	14	projections	projection	NOUN
easat-7215	68	15	and	and	CCONJ
easat-7215	68	16	vehicle	vehicle	NOUN
easat-7215	68	17	numbers	number	NOUN
easat-7215	68	18	as	as	ADP
easat-7215	68	19	independent	independent	ADJ
easat-7215	68	20	variables	variable	NOUN
easat-7215	68	21	.	.	PUNCT
easat-7215	69	1	meanwhile	meanwhile	ADV
easat-7215	69	2	,	,	PUNCT
easat-7215	69	3	road	road	NOUN
easat-7215	69	4	traffic	traffic	NOUN
easat-7215	69	5	data	datum	NOUN
easat-7215	69	6	,	,	PUNCT
easat-7215	69	7	including	include	VERB
easat-7215	69	8	total	total	ADJ
easat-7215	69	9	accident	accident	NOUN
easat-7215	69	10	cases	case	NOUN
easat-7215	69	11	(	(	PUNCT
easat-7215	69	12	c	c	NOUN
easat-7215	69	13	)	)	PUNCT
easat-7215	69	14	,	,	PUNCT
easat-7215	69	15	fatalities	fatality	NOUN
easat-7215	69	16	(	(	PUNCT
easat-7215	69	17	f	f	X
easat-7215	69	18	)	)	PUNCT
easat-7215	69	19	,	,	PUNCT
easat-7215	69	20	and	and	CCONJ
easat-7215	69	21	injuries	injury	NOUN
easat-7215	69	22	(	(	PUNCT
easat-7215	69	23	i	i	NOUN
easat-7215	69	24	)	)	PUNCT
easat-7215	69	25	,	,	PUNCT
easat-7215	69	26	were	be	AUX
easat-7215	69	27	treated	treat	VERB
easat-7215	69	28	as	as	ADP
easat-7215	69	29	dependent	dependent	ADJ
easat-7215	69	30	variables	variable	NOUN
easat-7215	69	31	.	.	PUNCT
easat-7215	70	1	the	the	DET
easat-7215	70	2	findings	finding	NOUN
easat-7215	70	3	suggest	suggest	VERB
easat-7215	70	4	that	that	SCONJ
easat-7215	70	5	as	as	SCONJ
easat-7215	70	6	vehicle	vehicle	NOUN
easat-7215	70	7	numbers	number	NOUN
easat-7215	70	8	increase	increase	VERB
easat-7215	70	9	,	,	PUNCT
easat-7215	70	10	fatalities	fatality	NOUN
easat-7215	70	11	tend	tend	VERB
easat-7215	70	12	to	to	PART
easat-7215	70	13	decline	decline	VERB
easat-7215	70	14	,	,	PUNCT
easat-7215	70	15	but	but	CCONJ
easat-7215	70	16	the	the	DET
easat-7215	70	17	overall	overall	ADJ
easat-7215	70	18	number	number	NOUN
easat-7215	70	19	of	of	ADP
easat-7215	70	20	accidents	accident	NOUN
easat-7215	70	21	and	and	CCONJ
easat-7215	70	22	injuries	injury	NOUN
easat-7215	70	23	per	per	ADP
easat-7215	70	24	vehicle	vehicle	NOUN
easat-7215	70	25	rises	rise	NOUN
easat-7215	70	26	.	.	PUNCT
easat-7215	71	1	statistical	statistical	ADJ
easat-7215	71	2	evaluations	evaluation	NOUN
easat-7215	71	3	indicate	indicate	VERB
easat-7215	71	4	that	that	SCONJ
easat-7215	71	5	the	the	DET
easat-7215	71	6	andreassen	andreassen	PROPN
easat-7215	71	7	regression	regression	NOUN
easat-7215	71	8	model	model	NOUN
easat-7215	71	9	is	be	AUX
easat-7215	71	10	well	well	ADV
easat-7215	71	11	-	-	PUNCT
easat-7215	71	12	suited	suit	VERB
easat-7215	71	13	for	for	ADP
easat-7215	71	14	estimating	estimate	VERB
easat-7215	71	15	rtas	rta	NOUN
easat-7215	71	16	in	in	ADP
easat-7215	71	17	albania	albania	PROPN
easat-7215	71	18	,	,	PUNCT
easat-7215	71	19	providing	provide	VERB
easat-7215	71	20	valuable	valuable	ADJ
easat-7215	71	21	insights	insight	NOUN
easat-7215	71	22	for	for	ADP
easat-7215	71	23	future	future	ADJ
easat-7215	71	24	transportation	transportation	NOUN
easat-7215	71	25	planning	planning	NOUN
easat-7215	71	26	.	.	PUNCT
easat-7215	72	1	2	2	X
easat-7215	72	2	.	.	X
easat-7215	72	3	literature	literature	NOUN
easat-7215	72	4	review	review	VERB
easat-7215	72	5	several	several	ADJ
easat-7215	72	6	researchers	researcher	NOUN
easat-7215	72	7	have	have	AUX
easat-7215	72	8	contributed	contribute	VERB
easat-7215	72	9	valuable	valuable	ADJ
easat-7215	72	10	insights	insight	NOUN
easat-7215	72	11	into	into	ADP
easat-7215	72	12	road	road	NOUN
easat-7215	72	13	safety	safety	NOUN
easat-7215	72	14	and	and	CCONJ
easat-7215	72	15	accident	accident	NOUN
easat-7215	72	16	analysis	analysis	NOUN
easat-7215	72	17	.	.	PUNCT
easat-7215	73	1	a	a	DET
easat-7215	73	2	study	study	NOUN
easat-7215	73	3	by	by	ADP
easat-7215	73	4	oprea	oprea	PROPN
easat-7215	73	5	,	,	PUNCT
easat-7215	73	6	et	et	PROPN
easat-7215	73	7	al	al	PROPN
easat-7215	73	8	.	.	PUNCT
easat-7215	74	1	[	[	X
easat-7215	74	2	25	25	NUM
easat-7215	74	3	]	]	PUNCT
easat-7215	74	4	applied	apply	VERB
easat-7215	74	5	nonlinear	nonlinear	ADJ
easat-7215	74	6	regression	regression	NOUN
easat-7215	74	7	methods	method	NOUN
easat-7215	74	8	based	base	VERB
easat-7215	74	9	on	on	ADP
easat-7215	74	10	andreassen	andreassen	PROPN
easat-7215	74	11	[	[	X
easat-7215	74	12	26	26	NUM
easat-7215	74	13	]	]	PUNCT
easat-7215	74	14	empirical	empirical	ADJ
easat-7215	74	15	laws	law	NOUN
easat-7215	74	16	to	to	ADP
easat-7215	74	17	accident	accident	NOUN
easat-7215	74	18	data	datum	NOUN
easat-7215	74	19	in	in	ADP
easat-7215	74	20	bucharest	buchar	ADJ
easat-7215	74	21	.	.	PUNCT
easat-7215	75	1	the	the	DET
easat-7215	75	2	authors	author	NOUN
easat-7215	75	3	proposed	propose	VERB
easat-7215	75	4	a	a	DET
easat-7215	75	5	methodology	methodology	NOUN
easat-7215	75	6	that	that	PRON
easat-7215	75	7	could	could	AUX
easat-7215	75	8	be	be	AUX
easat-7215	75	9	widely	widely	ADV
easat-7215	75	10	applied	apply	VERB
easat-7215	75	11	in	in	ADP
easat-7215	75	12	both	both	DET
easat-7215	75	13	microand	microand	PROPN
easat-7215	75	14	macro	macro	ADJ
easat-7215	75	15	-	-	NOUN
easat-7215	75	16	level	level	ADJ
easat-7215	75	17	urban	urban	ADJ
easat-7215	75	18	traffic	traffic	NOUN
easat-7215	75	19	studies	study	NOUN
easat-7215	75	20	.	.	PUNCT
easat-7215	76	1	their	their	PRON
easat-7215	76	2	findings	finding	NOUN
easat-7215	76	3	confirmed	confirm	VERB
easat-7215	76	4	that	that	SCONJ
easat-7215	76	5	as	as	ADP
easat-7215	76	6	traffic	traffic	NOUN
easat-7215	76	7	volume	volume	NOUN
easat-7215	76	8	increases	increase	NOUN
easat-7215	76	9	,	,	PUNCT
easat-7215	76	10	the	the	DET
easat-7215	76	11	rate	rate	NOUN
easat-7215	76	12	of	of	ADP
easat-7215	76	13	road	road	NOUN
easat-7215	76	14	accidents	accident	NOUN
easat-7215	76	15	tends	tend	VERB
easat-7215	76	16	to	to	PART
easat-7215	76	17	decline	decline	VERB
easat-7215	76	18	,	,	PUNCT
easat-7215	76	19	reinforcing	reinforce	VERB
easat-7215	76	20	smeed	smeed	NOUN
easat-7215	76	21	’s	’s	PART
easat-7215	76	22	law	law	NOUN
easat-7215	76	23	.	.	PUNCT
easat-7215	77	1	the	the	DET
easat-7215	77	2	study	study	NOUN
easat-7215	77	3	also	also	ADV
easat-7215	77	4	emphasized	emphasize	VERB
easat-7215	77	5	the	the	DET
easat-7215	77	6	importance	importance	NOUN
easat-7215	77	7	of	of	ADP
easat-7215	77	8	driver	driver	NOUN
easat-7215	77	9	awareness	awareness	NOUN
easat-7215	77	10	,	,	PUNCT
easat-7215	77	11	particularly	particularly	ADV
easat-7215	77	12	in	in	ADP
easat-7215	77	13	congested	congested	ADJ
easat-7215	77	14	areas	area	NOUN
easat-7215	77	15	.	.	PUNCT
easat-7215	78	1	in	in	ADP
easat-7215	78	2	india	india	PROPN
easat-7215	78	3	,	,	PUNCT
easat-7215	78	4	models	model	NOUN
easat-7215	78	5	analysing	analyse	VERB
easat-7215	78	6	accident	accident	NOUN
easat-7215	78	7	data	datum	NOUN
easat-7215	78	8	across	across	ADP
easat-7215	78	9	major	major	ADJ
easat-7215	78	10	metropolitan	metropolitan	ADJ
easat-7215	78	11	cities	city	NOUN
easat-7215	78	12	have	have	AUX
easat-7215	78	13	been	be	AUX
easat-7215	78	14	developed	develop	VERB
easat-7215	78	15	using	use	VERB
easat-7215	78	16	the	the	DET
easat-7215	78	17	smeed	smeed	NOUN
easat-7215	78	18	and	and	CCONJ
easat-7215	78	19	andreassen	andreassen	PROPN
easat-7215	78	20	equations	equation	NOUN
easat-7215	79	1	[	[	X
easat-7215	79	2	27	27	NUM
easat-7215	79	3	]	]	PUNCT
easat-7215	79	4	.	.	PUNCT
easat-7215	80	1	by	by	ADP
easat-7215	80	2	examining	examine	VERB
easat-7215	80	3	traffic	traffic	NOUN
easat-7215	80	4	trends	trend	NOUN
easat-7215	80	5	over	over	ADP
easat-7215	80	6	25	25	NUM
easat-7215	80	7	years	year	NOUN
easat-7215	80	8	(	(	PUNCT
easat-7215	80	9	1977–2001	1977–2001	NUM
easat-7215	80	10	)	)	PUNCT
easat-7215	80	11	,	,	PUNCT
easat-7215	80	12	researchers	researcher	NOUN
easat-7215	80	13	estimated	estimate	VERB
easat-7215	80	14	rtas	rta	NOUN
easat-7215	80	15	for	for	ADP
easat-7215	80	16	seven	seven	NUM
easat-7215	80	17	major	major	ADJ
easat-7215	80	18	cities	city	NOUN
easat-7215	80	19	in	in	ADP
easat-7215	80	20	2007	2007	NUM
easat-7215	80	21	and	and	CCONJ
easat-7215	80	22	2010	2010	NUM
easat-7215	80	23	.	.	PUNCT
easat-7215	81	1	the	the	DET
easat-7215	81	2	models	model	NOUN
easat-7215	81	3	performed	perform	VERB
easat-7215	81	4	well	well	ADV
easat-7215	81	5	,	,	PUNCT
easat-7215	81	6	with	with	ADP
easat-7215	81	7	minimal	minimal	ADJ
easat-7215	81	8	differences	difference	NOUN
easat-7215	81	9	between	between	ADP
easat-7215	81	10	predicted	predict	VERB
easat-7215	81	11	and	and	CCONJ
easat-7215	81	12	actual	actual	ADJ
easat-7215	81	13	accident	accident	NOUN
easat-7215	81	14	rates	rate	NOUN
easat-7215	81	15	.	.	PUNCT
easat-7215	82	1	a	a	DET
easat-7215	82	2	separate	separate	ADJ
easat-7215	82	3	study	study	NOUN
easat-7215	82	4	tsuboi	tsuboi	NOUN
easat-7215	83	1	[	[	X
easat-7215	83	2	28	28	NUM
easat-7215	83	3	]	]	PUNCT
easat-7215	83	4	investigated	investigate	VERB
easat-7215	83	5	traffic	traffic	NOUN
easat-7215	83	6	safety	safety	NOUN
easat-7215	83	7	in	in	ADP
easat-7215	83	8	developing	develop	VERB
easat-7215	83	9	countries	country	NOUN
easat-7215	83	10	by	by	ADP
easat-7215	83	11	analysing	analyse	VERB
easat-7215	83	12	historical	historical	ADJ
easat-7215	83	13	trends	trend	NOUN
easat-7215	83	14	from	from	ADP
easat-7215	83	15	advanced	advanced	ADJ
easat-7215	83	16	nations	nation	NOUN
easat-7215	83	17	.	.	PUNCT
easat-7215	84	1	researchers	researcher	NOUN
easat-7215	84	2	applied	apply	VERB
easat-7215	84	3	smeed	smeed	NOUN
easat-7215	84	4	’s	’s	PART
easat-7215	84	5	equation	equation	NOUN
easat-7215	84	6	,	,	PUNCT
easat-7215	84	7	linking	link	VERB
easat-7215	84	8	fatal	fatal	ADJ
easat-7215	84	9	accident	accident	NOUN
easat-7215	84	10	rates	rate	NOUN
easat-7215	84	11	to	to	ADP
easat-7215	84	12	population	population	NOUN
easat-7215	84	13	growth	growth	NOUN
easat-7215	84	14	and	and	CCONJ
easat-7215	84	15	vehicle	vehicle	NOUN
easat-7215	84	16	numbers	number	NOUN
easat-7215	84	17	.	.	PUNCT
easat-7215	85	1	the	the	DET
easat-7215	85	2	study	study	NOUN
easat-7215	85	3	found	find	VERB
easat-7215	85	4	that	that	SCONJ
easat-7215	85	5	traditional	traditional	ADJ
easat-7215	85	6	parameters	parameter	NOUN
easat-7215	85	7	did	do	AUX
easat-7215	85	8	not	not	PART
easat-7215	85	9	account	account	VERB
easat-7215	85	10	for	for	ADP
easat-7215	85	11	accident	accident	NOUN
easat-7215	85	12	reduction	reduction	NOUN
easat-7215	85	13	,	,	PUNCT
easat-7215	85	14	prompting	prompt	VERB
easat-7215	85	15	the	the	DET
easat-7215	85	16	inclusion	inclusion	NOUN
easat-7215	85	17	of	of	ADP
easat-7215	85	18	new	new	ADJ
easat-7215	85	19	variables	variable	NOUN
easat-7215	85	20	,	,	PUNCT
easat-7215	85	21	such	such	ADJ
easat-7215	85	22	as	as	ADP
easat-7215	85	23	traffic	traffic	NOUN
easat-7215	85	24	signal	signal	NOUN
easat-7215	85	25	installations	installation	NOUN
easat-7215	85	26	.	.	PUNCT
easat-7215	86	1	drawing	draw	VERB
easat-7215	86	2	from	from	ADP
easat-7215	86	3	japanese	japanese	ADJ
easat-7215	86	4	and	and	CCONJ
easat-7215	86	5	indian	indian	ADJ
easat-7215	86	6	data	datum	NOUN
easat-7215	86	7	,	,	PUNCT
easat-7215	86	8	the	the	DET
easat-7215	86	9	revised	revise	VERB
easat-7215	86	10	model	model	NOUN
easat-7215	86	11	assessed	assess	VERB
easat-7215	86	12	the	the	DET
easat-7215	86	13	effectiveness	effectiveness	NOUN
easat-7215	86	14	of	of	ADP
easat-7215	86	15	traffic	traffic	NOUN
easat-7215	86	16	signals	signal	NOUN
easat-7215	86	17	in	in	ADP
easat-7215	86	18	reducing	reduce	VERB
easat-7215	86	19	fatalities	fatality	NOUN
easat-7215	86	20	.	.	PUNCT
easat-7215	87	1	the	the	DET
easat-7215	87	2	findings	finding	NOUN
easat-7215	87	3	suggest	suggest	VERB
easat-7215	87	4	that	that	SCONJ
easat-7215	87	5	while	while	SCONJ
easat-7215	87	6	traffic	traffic	NOUN
easat-7215	87	7	signals	signal	NOUN
easat-7215	87	8	play	play	VERB
easat-7215	87	9	a	a	DET
easat-7215	87	10	crucial	crucial	ADJ
easat-7215	87	11	role	role	NOUN
easat-7215	87	12	,	,	PUNCT
easat-7215	87	13	additional	additional	ADJ
easat-7215	87	14	measures	measure	NOUN
easat-7215	87	15	—	—	PUNCT
easat-7215	87	16	such	such	ADJ
easat-7215	87	17	as	as	ADP
easat-7215	87	18	intelligent	intelligent	ADJ
easat-7215	87	19	traffic	traffic	NOUN
easat-7215	87	20	management	management	NOUN
easat-7215	87	21	systems	system	NOUN
easat-7215	87	22	—	—	PUNCT
easat-7215	87	23	are	be	AUX
easat-7215	87	24	needed	need	VERB
easat-7215	87	25	for	for	ADP
easat-7215	87	26	sustained	sustained	ADJ
easat-7215	87	27	safety	safety	NOUN
easat-7215	87	28	improvements	improvement	NOUN
easat-7215	87	29	.	.	PUNCT
easat-7215	88	1	another	another	DET
easat-7215	88	2	study	study	NOUN
easat-7215	88	3	ray	ray	NOUN
easat-7215	88	4	and	and	CCONJ
easat-7215	88	5	bhaduri	bhaduri	NOUN
easat-7215	88	6	[	[	X
easat-7215	88	7	29	29	NUM
easat-7215	88	8	]	]	PUNCT
easat-7215	88	9	conducted	conduct	VERB
easat-7215	88	10	in	in	ADP
easat-7215	88	11	kolkata	kolkata	PROPN
easat-7215	88	12	in	in	ADP
easat-7215	88	13	2017	2017	NUM
easat-7215	88	14	developed	develop	VERB
easat-7215	88	15	accident	accident	NOUN
easat-7215	88	16	prediction	prediction	NOUN
easat-7215	88	17	models	model	NOUN
easat-7215	88	18	using	use	VERB
easat-7215	88	19	advanced	advanced	ADJ
easat-7215	88	20	statistical	statistical	ADJ
easat-7215	88	21	methods	method	NOUN
easat-7215	88	22	.	.	PUNCT
easat-7215	89	1	by	by	ADP
easat-7215	89	2	analysing	analyse	VERB
easat-7215	89	3	key	key	ADJ
easat-7215	89	4	factors	factor	NOUN
easat-7215	89	5	influencing	influence	VERB
easat-7215	89	6	rtas	rta	NOUN
easat-7215	89	7	,	,	PUNCT
easat-7215	89	8	researchers	researcher	NOUN
easat-7215	89	9	established	establish	VERB
easat-7215	89	10	a	a	DET
easat-7215	89	11	relationship	relationship	NOUN
easat-7215	89	12	between	between	ADP
easat-7215	89	13	accident	accident	NOUN
easat-7215	89	14	rates	rate	NOUN
easat-7215	89	15	,	,	PUNCT
easat-7215	89	16	registered	registered	ADJ
easat-7215	89	17	vehicles	vehicle	NOUN
easat-7215	89	18	,	,	PUNCT
easat-7215	89	19	and	and	CCONJ
easat-7215	89	20	population	population	NOUN
easat-7215	89	21	growth	growth	NOUN
easat-7215	89	22	.	.	PUNCT
easat-7215	90	1	the	the	DET
easat-7215	90	2	study	study	NOUN
easat-7215	90	3	applied	apply	VERB
easat-7215	90	4	multiple	multiple	ADJ
easat-7215	90	5	models	model	NOUN
easat-7215	90	6	,	,	PUNCT
easat-7215	90	7	including	include	VERB
easat-7215	90	8	smeed	smeed	NOUN
easat-7215	90	9	’s	’s	PART
easat-7215	90	10	and	and	CCONJ
easat-7215	90	11	andreassen	andreassen	PROPN
easat-7215	90	12	’s	’s	PART
easat-7215	90	13	equations	equation	NOUN
easat-7215	90	14	,	,	PUNCT
easat-7215	90	15	demonstrating	demonstrate	VERB
easat-7215	90	16	their	their	PRON
easat-7215	90	17	effectiveness	effectiveness	NOUN
easat-7215	90	18	in	in	ADP
easat-7215	90	19	forecasting	forecasting	NOUN
easat-7215	90	20	accident	accident	NOUN
easat-7215	90	21	trends	trend	NOUN
easat-7215	90	22	.	.	PUNCT
easat-7215	91	1	while	while	SCONJ
easat-7215	91	2	fatalities	fatality	NOUN
easat-7215	91	3	showed	show	VERB
easat-7215	91	4	a	a	DET
easat-7215	91	5	declining	decline	VERB
easat-7215	91	6	trend	trend	NOUN
easat-7215	91	7	,	,	PUNCT
easat-7215	91	8	the	the	DET
easat-7215	91	9	total	total	ADJ
easat-7215	91	10	number	number	NOUN
easat-7215	91	11	of	of	ADP
easat-7215	91	12	accidents	accident	NOUN
easat-7215	91	13	remained	remain	VERB
easat-7215	91	14	high	high	ADJ
easat-7215	91	15	,	,	PUNCT
easat-7215	91	16	emphasizing	emphasize	VERB
easat-7215	91	17	the	the	DET
easat-7215	91	18	need	need	NOUN
easat-7215	91	19	for	for	ADP
easat-7215	91	20	further	further	ADJ
easat-7215	91	21	safety	safety	NOUN
easat-7215	91	22	measures	measure	NOUN
easat-7215	91	23	.	.	PUNCT
easat-7215	92	1	3	3	X
easat-7215	92	2	.	.	X
easat-7215	93	1	some	some	DET
easat-7215	93	2	data	datum	NOUN
easat-7215	93	3	and	and	CCONJ
easat-7215	93	4	statistics	statistic	NOUN
easat-7215	93	5	on	on	ADP
easat-7215	93	6	the	the	DET
easat-7215	93	7	road	road	NOUN
easat-7215	93	8	traffic	traffic	NOUN
easat-7215	93	9	accidents	accident	NOUN
easat-7215	93	10	in	in	ADP
easat-7215	93	11	albania	albania	PROPN
easat-7215	93	12	road	road	PROPN
easat-7215	93	13	safety	safety	NOUN
easat-7215	93	14	is	be	AUX
easat-7215	93	15	often	often	ADV
easat-7215	93	16	assessed	assess	VERB
easat-7215	93	17	based	base	VERB
easat-7215	93	18	on	on	ADP
easat-7215	93	19	the	the	DET
easat-7215	93	20	number	number	NOUN
easat-7215	93	21	and	and	CCONJ
easat-7215	93	22	severity	severity	NOUN
easat-7215	93	23	of	of	ADP
easat-7215	93	24	rtas	rta	NOUN
easat-7215	93	25	.	.	PUNCT
easat-7215	94	1	a	a	DET
easat-7215	94	2	comprehensive	comprehensive	ADJ
easat-7215	94	3	approach	approach	NOUN
easat-7215	94	4	requires	require	VERB
easat-7215	94	5	collecting	collect	VERB
easat-7215	94	6	substantial	substantial	ADJ
easat-7215	94	7	accident	accident	NOUN
easat-7215	94	8	data	datum	NOUN
easat-7215	94	9	to	to	PART
easat-7215	94	10	identify	identify	VERB
easat-7215	94	11	and	and	CCONJ
easat-7215	94	12	address	address	VERB
easat-7215	94	13	transport	transport	NOUN
easat-7215	94	14	system	system	NOUN
easat-7215	94	15	weaknesses	weakness	NOUN
easat-7215	94	16	through	through	ADP
easat-7215	94	17	appropriate	appropriate	ADJ
easat-7215	94	18	safety	safety	NOUN
easat-7215	94	19	interventions	intervention	NOUN
easat-7215	94	20	[	[	X
easat-7215	94	21	30	30	NUM
easat-7215	94	22	]	]	PUNCT
easat-7215	94	23	.	.	PUNCT
easat-7215	95	1	given	give	VERB
easat-7215	95	2	the	the	DET
easat-7215	95	3	multiple	multiple	ADJ
easat-7215	95	4	causes	cause	NOUN
easat-7215	95	5	of	of	ADP
easat-7215	95	6	road	road	NOUN
easat-7215	95	7	accidents	accident	NOUN
easat-7215	95	8	and	and	CCONJ
easat-7215	95	9	the	the	DET
easat-7215	95	10	rising	rise	VERB
easat-7215	95	11	fatality	fatality	NOUN
easat-7215	95	12	rates	rate	NOUN
easat-7215	95	13	in	in	ADP
easat-7215	95	14	developing	develop	VERB
easat-7215	95	15	countries	country	NOUN
easat-7215	95	16	,	,	PUNCT
easat-7215	95	17	efforts	effort	NOUN
easat-7215	95	18	to	to	PART
easat-7215	95	19	reduce	reduce	VERB
easat-7215	95	20	accidents	accident	NOUN
easat-7215	95	21	must	must	AUX
easat-7215	95	22	begin	begin	VERB
easat-7215	95	23	with	with	ADP
easat-7215	95	24	identifying	identify	VERB
easat-7215	95	25	the	the	DET
easat-7215	95	26	primary	primary	ADJ
easat-7215	95	27	contributing	contribute	VERB
easat-7215	95	28	factors	factor	NOUN
easat-7215	95	29	[	[	X
easat-7215	95	30	31	31	NUM
easat-7215	95	31	]	]	PUNCT
easat-7215	95	32	.	.	PUNCT
easat-7215	96	1	in	in	ADP
easat-7215	96	2	albania	albania	PROPN
easat-7215	96	3	,	,	PUNCT
easat-7215	96	4	road	road	NOUN
easat-7215	96	5	safety	safety	NOUN
easat-7215	96	6	management	management	NOUN
easat-7215	96	7	is	be	AUX
easat-7215	96	8	overseen	oversee	VERB
easat-7215	96	9	by	by	ADP
easat-7215	96	10	the	the	DET
easat-7215	96	11	interministerial	interministerial	ADJ
easat-7215	96	12	committee	committee	NOUN
easat-7215	96	13	for	for	ADP
easat-7215	96	14	road	road	NOUN
easat-7215	96	15	safety	safety	NOUN
easat-7215	96	16	,	,	PUNCT
easat-7215	96	17	which	which	PRON
easat-7215	96	18	is	be	AUX
easat-7215	96	19	responsible	responsible	ADJ
easat-7215	96	20	for	for	ADP
easat-7215	96	21	policy	policy	NOUN
easat-7215	96	22	and	and	CCONJ
easat-7215	96	23	strategic	strategic	ADJ
easat-7215	96	24	planning	planning	NOUN
easat-7215	96	25	.	.	PUNCT
easat-7215	97	1	the	the	DET
easat-7215	97	2	country	country	NOUN
easat-7215	97	3	has	have	AUX
easat-7215	97	4	implemented	implement	VERB
easat-7215	97	5	an	an	DET
easat-7215	97	6	accident	accident	NOUN
easat-7215	97	7	information	information	NOUN
easat-7215	97	8	system	system	NOUN
easat-7215	97	9	to	to	PART
easat-7215	97	10	monitor	monitor	VERB
easat-7215	97	11	incidents	incident	NOUN
easat-7215	97	12	across	across	ADP
easat-7215	97	13	the	the	DET
easat-7215	97	14	national	national	ADJ
easat-7215	97	15	road	road	NOUN
easat-7215	97	16	network	network	NOUN
easat-7215	97	17	.	.	PUNCT
easat-7215	98	1	traffic	traffic	NOUN
easat-7215	98	2	police	police	NOUN
easat-7215	98	3	officers	officer	NOUN
easat-7215	98	4	are	be	AUX
easat-7215	98	5	tasked	task	VERB
easat-7215	98	6	with	with	ADP
easat-7215	98	7	accident	accident	NOUN
easat-7215	98	8	investigations	investigation	NOUN
easat-7215	98	9	and	and	CCONJ
easat-7215	98	10	reporting	report	VERB
easat-7215	98	11	[	[	X
easat-7215	98	12	13	13	NUM
easat-7215	98	13	]	]	PUNCT
easat-7215	98	14	.	.	PUNCT
easat-7215	99	1	according	accord	VERB
easat-7215	99	2	to	to	ADP
easat-7215	99	3	albania	albania	PROPN
easat-7215	99	4	’s	’s	PROPN
easat-7215	99	5	institute	institute	PROPN
easat-7215	99	6	of	of	ADP
easat-7215	99	7	statistics	statistic	NOUN
easat-7215	99	8	(	(	PUNCT
easat-7215	99	9	instat	instat	PROPN
easat-7215	99	10	)	)	PUNCT
easat-7215	99	11	,	,	PUNCT
easat-7215	99	12	in	in	ADP
easat-7215	99	13	2024	2024	NUM
easat-7215	99	14	,	,	PUNCT
easat-7215	99	15	road	road	NOUN
easat-7215	99	16	traffic	traffic	NOUN
easat-7215	99	17	accidents	accident	NOUN
easat-7215	99	18	claimed	claim	VERB
easat-7215	99	19	approximately	approximately	ADV
easat-7215	99	20	175	175	NUM
easat-7215	99	21	lives	life	NOUN
easat-7215	99	22	,	,	PUNCT
easat-7215	99	23	equating	equate	VERB
easat-7215	99	24	to	to	ADP
easat-7215	99	25	60	60	NUM
easat-7215	99	26	fatalities	fatality	NOUN
easat-7215	99	27	per	per	ADP
easat-7215	99	28	million	million	NUM
easat-7215	99	29	people	people	NOUN
easat-7215	99	30	—	—	PUNCT
easat-7215	99	31	higher	high	ADJ
easat-7215	99	32	than	than	ADP
easat-7215	99	33	the	the	DET
easat-7215	99	34	european	european	PROPN
easat-7215	99	35	union	union	PROPN
easat-7215	99	36	average	average	NOUN
easat-7215	99	37	of	of	ADP
easat-7215	99	38	46	46	NUM
easat-7215	99	39	per	per	ADP
easat-7215	99	40	million	million	NUM
easat-7215	99	41	.	.	PUNCT
easat-7215	100	1	additionally	additionally	ADV
easat-7215	100	2	,	,	PUNCT
easat-7215	100	3	2,080	2,080	NUM
easat-7215	100	4	individuals	individual	NOUN
easat-7215	100	5	sustained	sustain	VERB
easat-7215	100	6	injuries	injury	NOUN
easat-7215	100	7	,	,	PUNCT
easat-7215	100	8	many	many	ADJ
easat-7215	100	9	of	of	ADP
easat-7215	100	10	whom	whom	PRON
easat-7215	100	11	will	will	AUX
easat-7215	100	12	face	face	VERB
easat-7215	100	13	long	long	ADJ
easat-7215	100	14	-	-	PUNCT
easat-7215	100	15	term	term	NOUN
easat-7215	100	16	disabilities	disability	NOUN
easat-7215	100	17	and	and	CCONJ
easat-7215	100	18	financial	financial	ADJ
easat-7215	100	19	hardship	hardship	NOUN
easat-7215	100	20	.	.	PUNCT
easat-7215	101	1	the	the	DET
easat-7215	101	2	number	number	NOUN
easat-7215	101	3	of	of	ADP
easat-7215	101	4	accidents	accident	NOUN
easat-7215	101	5	in	in	ADP
easat-7215	101	6	2024	2024	NUM
easat-7215	101	7	increased	increase	VERB
easat-7215	101	8	by	by	ADP
easat-7215	101	9	29.6	29.6	NUM
easat-7215	101	10	%	%	NOUN
easat-7215	101	11	1548	1548	NUM
easat-7215	101	12	edelweiss	edelweiss	PROPN
easat-7215	101	13	applied	apply	VERB
easat-7215	101	14	science	science	NOUN
easat-7215	101	15	and	and	CCONJ
easat-7215	101	16	technology	technology	NOUN
easat-7215	101	17	issn	issn	PROPN
easat-7215	101	18	:	:	PUNCT
easat-7215	101	19	2576	2576	NUM
easat-7215	101	20	-	-	SYM
easat-7215	101	21	8484	8484	NUM
easat-7215	101	22	vol	vol	NOUN
easat-7215	101	23	.	.	PROPN
easat-7215	102	1	9	9	NUM
easat-7215	102	2	,	,	PUNCT
easat-7215	102	3	no	no	INTJ
easat-7215	102	4	.	.	NOUN
easat-7215	102	5	5	5	NUM
easat-7215	102	6	:	:	SYM
easat-7215	102	7	1545	1545	NUM
easat-7215	102	8	-	-	SYM
easat-7215	102	9	1556	1556	NUM
easat-7215	102	10	,	,	PUNCT
easat-7215	102	11	2025	2025	NUM
easat-7215	102	12	doi	doi	NOUN
easat-7215	102	13	:	:	PUNCT
easat-7215	103	1	10.55214/25768484.v9i5.7215	10.55214/25768484.v9i5.7215	NUM
easat-7215	103	2	©	©	PROPN
easat-7215	103	3	2025	2025	NUM
easat-7215	103	4	by	by	ADP
easat-7215	103	5	the	the	DET
easat-7215	103	6	authors	author	NOUN
easat-7215	103	7	;	;	PUNCT
easat-7215	103	8	licensee	licensee	PROPN
easat-7215	103	9	learning	learning	NOUN
easat-7215	103	10	gate	gate	NOUN
easat-7215	103	11	compared	compare	VERB
easat-7215	103	12	to	to	ADP
easat-7215	103	13	2023	2023	NUM
easat-7215	103	14	,	,	PUNCT
easat-7215	103	15	though	though	SCONJ
easat-7215	103	16	mortality	mortality	NOUN
easat-7215	103	17	rates	rate	NOUN
easat-7215	103	18	declined	decline	VERB
easat-7215	103	19	from	from	ADP
easat-7215	103	20	14.9	14.9	NUM
easat-7215	103	21	to	to	PART
easat-7215	103	22	10.5	10.5	NUM
easat-7215	103	23	per	per	ADP
easat-7215	103	24	100	100	NUM
easat-7215	103	25	accidents	accident	NOUN
easat-7215	103	26	.	.	PUNCT
easat-7215	104	1	driver	driver	NOUN
easat-7215	104	2	behaviour	behaviour	NOUN
easat-7215	104	3	remains	remain	VERB
easat-7215	104	4	the	the	DET
easat-7215	104	5	leading	lead	VERB
easat-7215	104	6	cause	cause	NOUN
easat-7215	104	7	of	of	ADP
easat-7215	104	8	accidents	accident	NOUN
easat-7215	104	9	,	,	PUNCT
easat-7215	104	10	rising	rise	VERB
easat-7215	104	11	by	by	ADP
easat-7215	104	12	33.2	33.2	NUM
easat-7215	104	13	%	%	NOUN
easat-7215	104	14	,	,	PUNCT
easat-7215	104	15	while	while	SCONJ
easat-7215	104	16	pedestrian	pedestrian	NOUN
easat-7215	104	17	-	-	PUNCT
easat-7215	104	18	related	relate	VERB
easat-7215	104	19	incidents	incident	NOUN
easat-7215	104	20	have	have	AUX
easat-7215	104	21	also	also	ADV
easat-7215	104	22	increased	increase	VERB
easat-7215	104	23	by	by	ADP
easat-7215	104	24	6.9	6.9	NUM
easat-7215	104	25	%	%	NOUN
easat-7215	104	26	[	[	X
easat-7215	104	27	32	32	NUM
easat-7215	104	28	]	]	PUNCT
easat-7215	104	29	.	.	PUNCT
easat-7215	105	1	despite	despite	SCONJ
easat-7215	105	2	these	these	DET
easat-7215	105	3	challenges	challenge	NOUN
easat-7215	105	4	,	,	PUNCT
easat-7215	105	5	there	there	PRON
easat-7215	105	6	has	have	AUX
easat-7215	105	7	been	be	AUX
easat-7215	105	8	a	a	DET
easat-7215	105	9	gradual	gradual	ADJ
easat-7215	105	10	decline	decline	NOUN
easat-7215	105	11	in	in	ADP
easat-7215	105	12	the	the	DET
easat-7215	105	13	overall	overall	ADJ
easat-7215	105	14	number	number	NOUN
easat-7215	105	15	of	of	ADP
easat-7215	105	16	fatalities	fatality	NOUN
easat-7215	105	17	.	.	PUNCT
easat-7215	106	1	looking	look	VERB
easat-7215	106	2	ahead	ahead	ADV
easat-7215	106	3	,	,	PUNCT
easat-7215	106	4	[	[	X
easat-7215	106	5	33	33	NUM
easat-7215	106	6	]	]	PUNCT
easat-7215	106	7	suggests	suggest	VERB
easat-7215	106	8	that	that	SCONJ
easat-7215	106	9	albania	albania	PROPN
easat-7215	106	10	should	should	AUX
easat-7215	106	11	aim	aim	VERB
easat-7215	106	12	for	for	ADP
easat-7215	106	13	near	near	ADV
easat-7215	106	14	-	-	PUNCT
easat-7215	106	15	zero	zero	NUM
easat-7215	106	16	road	road	NOUN
easat-7215	106	17	transport	transport	NOUN
easat-7215	106	18	fatalities	fatality	NOUN
easat-7215	106	19	by	by	ADP
easat-7215	106	20	2050	2050	NUM
easat-7215	106	21	,	,	PUNCT
easat-7215	106	22	aligning	align	VERB
easat-7215	106	23	with	with	ADP
easat-7215	106	24	long	long	ADJ
easat-7215	106	25	-	-	PUNCT
easat-7215	106	26	term	term	NOUN
easat-7215	106	27	global	global	ADJ
easat-7215	106	28	road	road	NOUN
easat-7215	106	29	safety	safety	NOUN
easat-7215	106	30	goals	goal	NOUN
easat-7215	106	31	.	.	PUNCT
easat-7215	107	1	the	the	DET
easat-7215	107	2	main	main	ADJ
easat-7215	107	3	reasons	reason	NOUN
easat-7215	107	4	for	for	ADP
easat-7215	107	5	the	the	DET
easat-7215	107	6	increase	increase	NOUN
easat-7215	107	7	in	in	ADP
easat-7215	107	8	the	the	DET
easat-7215	107	9	number	number	NOUN
easat-7215	107	10	of	of	ADP
easat-7215	107	11	accidents	accident	NOUN
easat-7215	107	12	are	be	AUX
easat-7215	107	13	[	[	X
easat-7215	107	14	31	31	NUM
easat-7215	107	15	]	]	PUNCT
easat-7215	107	16	.	.	PUNCT
easat-7215	108	1	•	•	NUM
easat-7215	108	2	increased	increase	VERB
easat-7215	108	3	traffic	traffic	NOUN
easat-7215	108	4	flow	flow	NOUN
easat-7215	108	5	on	on	ADP
easat-7215	108	6	main	main	ADJ
easat-7215	108	7	roads	road	NOUN
easat-7215	108	8	.	.	PUNCT
easat-7215	109	1	•	•	NUM
easat-7215	109	2	increased	increase	VERB
easat-7215	109	3	speed	speed	NOUN
easat-7215	109	4	above	above	ADP
easat-7215	109	5	permitted	permit	VERB
easat-7215	109	6	limits	limit	NOUN
easat-7215	109	7	.	.	PUNCT
easat-7215	110	1	•	•	NUM
easat-7215	110	2	failure	failure	NOUN
easat-7215	110	3	to	to	PART
easat-7215	110	4	comply	comply	VERB
easat-7215	110	5	with	with	ADP
easat-7215	110	6	traffic	traffic	NOUN
easat-7215	110	7	rules	rule	NOUN
easat-7215	110	8	by	by	ADP
easat-7215	110	9	drivers	driver	NOUN
easat-7215	110	10	and	and	CCONJ
easat-7215	110	11	other	other	ADJ
easat-7215	110	12	road	road	NOUN
easat-7215	110	13	users	user	NOUN
easat-7215	110	14	.	.	PUNCT
easat-7215	111	1	the	the	DET
easat-7215	111	2	description	description	NOUN
easat-7215	111	3	of	of	ADP
easat-7215	111	4	the	the	DET
easat-7215	111	5	accident	accident	NOUN
easat-7215	111	6	incidence	incidence	NOUN
easat-7215	111	7	is	be	AUX
easat-7215	111	8	not	not	PART
easat-7215	111	9	the	the	DET
easat-7215	111	10	only	only	ADJ
easat-7215	111	11	factor	factor	NOUN
easat-7215	111	12	necessary	necessary	ADJ
easat-7215	111	13	in	in	ADP
easat-7215	111	14	road	road	NOUN
easat-7215	111	15	safety	safety	NOUN
easat-7215	111	16	,	,	PUNCT
easat-7215	111	17	we	we	PRON
easat-7215	111	18	must	must	AUX
easat-7215	111	19	also	also	ADV
easat-7215	111	20	take	take	VERB
easat-7215	111	21	into	into	ADP
easat-7215	111	22	account	account	NOUN
easat-7215	111	23	other	other	ADJ
easat-7215	111	24	factors	factor	NOUN
easat-7215	111	25	such	such	ADJ
easat-7215	111	26	as	as	ADP
easat-7215	111	27	the	the	DET
easat-7215	111	28	population	population	NOUN
easat-7215	111	29	projections	projection	NOUN
easat-7215	111	30	,	,	PUNCT
easat-7215	111	31	the	the	DET
easat-7215	111	32	number	number	NOUN
easat-7215	111	33	of	of	ADP
easat-7215	111	34	registered	register	VERB
easat-7215	111	35	vehicles	vehicle	NOUN
easat-7215	111	36	,	,	PUNCT
easat-7215	111	37	information	information	NOUN
easat-7215	111	38	on	on	ADP
easat-7215	111	39	the	the	DET
easat-7215	111	40	persons	person	NOUN
easat-7215	111	41	involved	involve	VERB
easat-7215	111	42	in	in	ADP
easat-7215	111	43	the	the	DET
easat-7215	111	44	accident	accident	NOUN
easat-7215	111	45	and/or	and/or	CCONJ
easat-7215	111	46	fatalities	fatality	NOUN
easat-7215	111	47	[	[	X
easat-7215	111	48	34	34	NUM
easat-7215	111	49	]	]	PUNCT
easat-7215	111	50	.	.	PUNCT
easat-7215	112	1	it	it	PRON
easat-7215	112	2	is	be	AUX
easat-7215	112	3	also	also	ADV
easat-7215	112	4	necessary	necessary	ADJ
easat-7215	112	5	to	to	PART
easat-7215	112	6	obtain	obtain	VERB
easat-7215	112	7	detailed	detailed	ADJ
easat-7215	112	8	accident	accident	NOUN
easat-7215	112	9	data	datum	NOUN
easat-7215	112	10	,	,	PUNCT
easat-7215	112	11	to	to	PART
easat-7215	112	12	compare	compare	VERB
easat-7215	112	13	the	the	DET
easat-7215	112	14	types	type	NOUN
easat-7215	112	15	of	of	ADP
easat-7215	112	16	accidents	accident	NOUN
easat-7215	112	17	and	and	CCONJ
easat-7215	112	18	the	the	DET
easat-7215	112	19	road	road	NOUN
easat-7215	112	20	users	user	NOUN
easat-7215	112	21	involved	involve	VERB
easat-7215	112	22	with	with	ADP
easat-7215	112	23	the	the	DET
easat-7215	112	24	data	datum	NOUN
easat-7215	112	25	on	on	ADP
easat-7215	112	26	road	road	NOUN
easat-7215	112	27	safety	safety	NOUN
easat-7215	112	28	indicators	indicator	NOUN
easat-7215	112	29	[	[	X
easat-7215	112	30	35	35	NUM
easat-7215	112	31	]	]	PUNCT
easat-7215	112	32	.	.	PUNCT
easat-7215	113	1	from	from	ADP
easat-7215	113	2	the	the	DET
easat-7215	113	3	analysis	analysis	NOUN
easat-7215	113	4	of	of	ADP
easat-7215	113	5	road	road	NOUN
easat-7215	113	6	accidents	accident	NOUN
easat-7215	113	7	in	in	ADP
easat-7215	113	8	our	our	PRON
easat-7215	113	9	country	country	NOUN
easat-7215	113	10	with	with	ADP
easat-7215	113	11	loss	loss	NOUN
easat-7215	113	12	of	of	ADP
easat-7215	113	13	life	life	NOUN
easat-7215	113	14	,	,	PUNCT
easat-7215	113	15	the	the	DET
easat-7215	113	16	highest	high	ADJ
easat-7215	113	17	percentage	percentage	NOUN
easat-7215	113	18	is	be	AUX
easat-7215	113	19	occupied	occupy	VERB
easat-7215	113	20	by	by	ADP
easat-7215	113	21	traffic	traffic	NOUN
easat-7215	113	22	violations	violation	NOUN
easat-7215	113	23	by	by	ADP
easat-7215	113	24	drivers	driver	NOUN
easat-7215	113	25	,	,	PUNCT
easat-7215	113	26	while	while	SCONJ
easat-7215	113	27	the	the	DET
easat-7215	113	28	second	second	ADJ
easat-7215	113	29	place	place	NOUN
easat-7215	113	30	is	be	AUX
easat-7215	113	31	occupied	occupy	VERB
easat-7215	113	32	by	by	ADP
easat-7215	113	33	failure	failure	NOUN
easat-7215	113	34	to	to	PART
easat-7215	113	35	respect	respect	VERB
easat-7215	113	36	road	road	NOUN
easat-7215	113	37	traffic	traffic	NOUN
easat-7215	113	38	rules	rule	NOUN
easat-7215	113	39	by	by	ADP
easat-7215	113	40	pedestrians	pedestrian	NOUN
easat-7215	113	41	.	.	PUNCT
easat-7215	114	1	the	the	DET
easat-7215	114	2	number	number	NOUN
easat-7215	114	3	of	of	ADP
easat-7215	114	4	accidents	accident	NOUN
easat-7215	114	5	is	be	AUX
easat-7215	114	6	considered	consider	VERB
easat-7215	114	7	problematic	problematic	ADJ
easat-7215	114	8	given	give	VERB
easat-7215	114	9	the	the	DET
easat-7215	114	10	decreasing	decrease	VERB
easat-7215	114	11	population	population	NOUN
easat-7215	114	12	in	in	ADP
easat-7215	114	13	our	our	PRON
easat-7215	114	14	country	country	NOUN
easat-7215	114	15	and	and	CCONJ
easat-7215	114	16	the	the	DET
easat-7215	114	17	increasing	increase	VERB
easat-7215	114	18	level	level	NOUN
easat-7215	114	19	of	of	ADP
easat-7215	114	20	motorization	motorization	NOUN
easat-7215	114	21	[	[	X
easat-7215	114	22	13	13	NUM
easat-7215	114	23	]	]	PUNCT
easat-7215	114	24	.	.	PUNCT
easat-7215	115	1	passengers	passenger	NOUN
easat-7215	115	2	are	be	AUX
easat-7215	115	3	the	the	DET
easat-7215	115	4	group	group	NOUN
easat-7215	115	5	of	of	ADP
easat-7215	115	6	road	road	NOUN
easat-7215	115	7	users	user	NOUN
easat-7215	115	8	that	that	PRON
easat-7215	115	9	make	make	VERB
easat-7215	115	10	up	up	ADP
easat-7215	115	11	the	the	DET
easat-7215	115	12	highest	high	ADJ
easat-7215	115	13	percentage	percentage	NOUN
easat-7215	115	14	of	of	ADP
easat-7215	115	15	seriously	seriously	ADV
easat-7215	115	16	injured	injure	VERB
easat-7215	115	17	people	people	NOUN
easat-7215	115	18	,	,	PUNCT
easat-7215	115	19	accounting	account	VERB
easat-7215	115	20	for	for	ADP
easat-7215	115	21	around	around	ADV
easat-7215	115	22	21	21	NUM
easat-7215	115	23	%	%	NOUN
easat-7215	115	24	.	.	PUNCT
easat-7215	116	1	motorcyclists	motorcyclist	NOUN
easat-7215	116	2	also	also	ADV
easat-7215	116	3	make	make	VERB
easat-7215	116	4	up	up	ADP
easat-7215	116	5	a	a	DET
easat-7215	116	6	significant	significant	ADJ
easat-7215	116	7	proportion	proportion	NOUN
easat-7215	116	8	of	of	ADP
easat-7215	116	9	those	those	PRON
easat-7215	116	10	who	who	PRON
easat-7215	116	11	are	be	AUX
easat-7215	116	12	seriously	seriously	ADV
easat-7215	116	13	injured	injure	VERB
easat-7215	116	14	,	,	PUNCT
easat-7215	116	15	accounting	account	VERB
easat-7215	116	16	for	for	ADP
easat-7215	116	17	around	around	ADV
easat-7215	116	18	26.8	26.8	NUM
easat-7215	116	19	%	%	NOUN
easat-7215	116	20	of	of	ADP
easat-7215	116	21	seriously	seriously	ADV
easat-7215	116	22	injured	injure	VERB
easat-7215	116	23	people	people	NOUN
easat-7215	116	24	in	in	ADP
easat-7215	116	25	2024	2024	NUM
easat-7215	116	26	.	.	PUNCT
easat-7215	117	1	during	during	ADP
easat-7215	117	2	the	the	DET
easat-7215	117	3	last	last	ADJ
easat-7215	117	4	years	year	NOUN
easat-7215	117	5	,	,	PUNCT
easat-7215	117	6	2015	2015	NUM
easat-7215	117	7	–	–	PUNCT
easat-7215	117	8	2024	2024	NUM
easat-7215	117	9	,	,	PUNCT
easat-7215	117	10	the	the	DET
easat-7215	117	11	majority	majority	NOUN
easat-7215	117	12	of	of	ADP
easat-7215	117	13	people	people	NOUN
easat-7215	117	14	who	who	PRON
easat-7215	117	15	were	be	AUX
easat-7215	117	16	seriously	seriously	ADV
easat-7215	117	17	injured	injure	VERB
easat-7215	117	18	were	be	AUX
easat-7215	117	19	pedestrians	pedestrian	NOUN
easat-7215	117	20	(	(	PUNCT
easat-7215	117	21	26.3	26.3	NUM
easat-7215	117	22	%	%	NOUN
easat-7215	117	23	)	)	PUNCT
easat-7215	117	24	,	,	PUNCT
easat-7215	117	25	passengers	passenger	NOUN
easat-7215	117	26	(	(	PUNCT
easat-7215	117	27	25.2	25.2	NUM
easat-7215	117	28	%	%	NOUN
easat-7215	117	29	)	)	PUNCT
easat-7215	117	30	,	,	PUNCT
easat-7215	117	31	and	and	CCONJ
easat-7215	117	32	motorcyclists	motorcyclist	NOUN
easat-7215	117	33	(	(	PUNCT
easat-7215	117	34	23.8	23.8	NUM
easat-7215	117	35	%	%	NOUN
easat-7215	117	36	)	)	PUNCT
easat-7215	117	37	.	.	PUNCT
easat-7215	118	1	the	the	DET
easat-7215	118	2	percentage	percentage	NOUN
easat-7215	118	3	of	of	ADP
easat-7215	118	4	drivers	driver	NOUN
easat-7215	118	5	who	who	PRON
easat-7215	118	6	use	use	VERB
easat-7215	118	7	alcohol	alcohol	NOUN
easat-7215	118	8	is	be	AUX
easat-7215	118	9	decreasing	decrease	VERB
easat-7215	118	10	,	,	PUNCT
easat-7215	118	11	the	the	DET
easat-7215	118	12	opposite	opposite	NOUN
easat-7215	118	13	happens	happen	VERB
easat-7215	118	14	with	with	ADP
easat-7215	118	15	drivers	driver	NOUN
easat-7215	118	16	who	who	PRON
easat-7215	118	17	drive	drive	VERB
easat-7215	118	18	at	at	ADP
easat-7215	118	19	speeds	speed	NOUN
easat-7215	118	20	above	above	ADP
easat-7215	118	21	the	the	DET
easat-7215	118	22	allowed	allow	VERB
easat-7215	118	23	rates	rate	NOUN
easat-7215	118	24	,	,	PUNCT
easat-7215	118	25	a	a	DET
easat-7215	118	26	percentage	percentage	NOUN
easat-7215	118	27	which	which	PRON
easat-7215	118	28	results	result	VERB
easat-7215	118	29	in	in	ADP
easat-7215	118	30	an	an	DET
easat-7215	118	31	increase	increase	NOUN
easat-7215	118	32	and	and	CCONJ
easat-7215	118	33	is	be	AUX
easat-7215	118	34	not	not	PART
easat-7215	118	35	in	in	ADP
easat-7215	118	36	line	line	NOUN
easat-7215	118	37	with	with	ADP
easat-7215	118	38	the	the	DET
easat-7215	118	39	trends	trend	NOUN
easat-7215	118	40	required	require	VERB
easat-7215	118	41	as	as	ADP
easat-7215	118	42	an	an	DET
easat-7215	118	43	objective	objective	NOUN
easat-7215	118	44	for	for	ADP
easat-7215	118	45	the	the	DET
easat-7215	118	46	years	year	NOUN
easat-7215	118	47	under	under	ADP
easat-7215	118	48	study	study	NOUN
easat-7215	118	49	[	[	X
easat-7215	118	50	32	32	NUM
easat-7215	118	51	]	]	PUNCT
easat-7215	118	52	.	.	PUNCT
easat-7215	119	1	for	for	ADP
easat-7215	119	2	improved	improved	ADJ
easat-7215	119	3	road	road	NOUN
easat-7215	119	4	safety	safety	NOUN
easat-7215	119	5	,	,	PUNCT
easat-7215	119	6	positive	positive	ADJ
easat-7215	119	7	trends	trend	NOUN
easat-7215	119	8	refer	refer	VERB
easat-7215	119	9	to	to	ADP
easat-7215	119	10	the	the	DET
easat-7215	119	11	continuous	continuous	ADJ
easat-7215	119	12	improvement	improvement	NOUN
easat-7215	119	13	of	of	ADP
easat-7215	119	14	engineering	engineering	NOUN
easat-7215	119	15	solutions	solution	NOUN
easat-7215	119	16	such	such	ADJ
easat-7215	119	17	as	as	ADP
easat-7215	119	18	road	road	NOUN
easat-7215	119	19	infrastructure	infrastructure	NOUN
easat-7215	119	20	that	that	PRON
easat-7215	119	21	directly	directly	ADV
easat-7215	119	22	contributes	contribute	VERB
easat-7215	119	23	to	to	ADP
easat-7215	119	24	road	road	NOUN
easat-7215	119	25	traffic	traffic	NOUN
easat-7215	119	26	accidents	accident	NOUN
easat-7215	119	27	,	,	PUNCT
easat-7215	119	28	improving	improve	VERB
easat-7215	119	29	the	the	DET
easat-7215	119	30	quality	quality	NOUN
easat-7215	119	31	of	of	ADP
easat-7215	119	32	vehicles	vehicle	NOUN
easat-7215	119	33	in	in	ADP
easat-7215	119	34	use	use	NOUN
easat-7215	119	35	,	,	PUNCT
easat-7215	119	36	and	and	CCONJ
easat-7215	119	37	improving	improve	VERB
easat-7215	119	38	the	the	DET
easat-7215	119	39	driving	driving	NOUN
easat-7215	119	40	skills	skill	NOUN
easat-7215	119	41	of	of	ADP
easat-7215	119	42	the	the	DET
easat-7215	119	43	population	population	NOUN
easat-7215	119	44	in	in	ADP
easat-7215	119	45	general	general	ADJ
easat-7215	119	46	[	[	X
easat-7215	119	47	34	34	NUM
easat-7215	119	48	,	,	PUNCT
easat-7215	119	49	36	36	NUM
easat-7215	119	50	,	,	PUNCT
easat-7215	119	51	37	37	NUM
easat-7215	119	52	]	]	PUNCT
easat-7215	119	53	.	.	PUNCT
easat-7215	120	1	the	the	DET
easat-7215	120	2	road	road	NOUN
easat-7215	120	3	infrastructure	infrastructure	NOUN
easat-7215	120	4	in	in	ADP
easat-7215	120	5	albania	albania	PROPN
easat-7215	120	6	needs	need	VERB
easat-7215	120	7	improvement	improvement	NOUN
easat-7215	120	8	as	as	SCONJ
easat-7215	120	9	it	it	PRON
easat-7215	120	10	supports	support	VERB
easat-7215	120	11	tourism	tourism	NOUN
easat-7215	120	12	,	,	PUNCT
easat-7215	120	13	which	which	PRON
easat-7215	120	14	is	be	AUX
easat-7215	120	15	one	one	NUM
easat-7215	120	16	of	of	ADP
easat-7215	120	17	the	the	DET
easat-7215	120	18	most	most	ADV
easat-7215	120	19	important	important	ADJ
easat-7215	120	20	sectors	sector	NOUN
easat-7215	120	21	in	in	ADP
easat-7215	120	22	the	the	DET
easat-7215	120	23	country	country	NOUN
easat-7215	120	24	's	's	PART
easat-7215	120	25	economy	economy	NOUN
easat-7215	120	26	.	.	PUNCT
easat-7215	121	1	there	there	PRON
easat-7215	121	2	has	have	AUX
easat-7215	121	3	been	be	AUX
easat-7215	121	4	a	a	DET
easat-7215	121	5	dramatic	dramatic	ADJ
easat-7215	121	6	increase	increase	NOUN
easat-7215	121	7	in	in	ADP
easat-7215	121	8	the	the	DET
easat-7215	121	9	number	number	NOUN
easat-7215	121	10	of	of	ADP
easat-7215	121	11	vehicles	vehicle	NOUN
easat-7215	121	12	over	over	ADP
easat-7215	121	13	the	the	DET
easat-7215	121	14	last	last	ADJ
easat-7215	121	15	10	10	NUM
easat-7215	121	16	years	year	NOUN
easat-7215	121	17	,	,	PUNCT
easat-7215	121	18	as	as	ADV
easat-7215	121	19	well	well	ADV
easat-7215	121	20	as	as	ADP
easat-7215	121	21	a	a	DET
easat-7215	121	22	decrease	decrease	NOUN
easat-7215	121	23	in	in	ADP
easat-7215	121	24	the	the	DET
easat-7215	121	25	number	number	NOUN
easat-7215	121	26	of	of	ADP
easat-7215	121	27	fatal	fatal	ADJ
easat-7215	121	28	accidents	accident	NOUN
easat-7215	121	29	over	over	ADP
easat-7215	121	30	the	the	DET
easat-7215	121	31	last	last	ADJ
easat-7215	121	32	two	two	NUM
easat-7215	121	33	years	year	NOUN
easat-7215	121	34	,	,	PUNCT
easat-7215	121	35	but	but	CCONJ
easat-7215	121	36	the	the	DET
easat-7215	121	37	country	country	NOUN
easat-7215	121	38	still	still	ADV
easat-7215	121	39	has	have	VERB
easat-7215	121	40	the	the	DET
easat-7215	121	41	highest	high	ADJ
easat-7215	121	42	number	number	NOUN
easat-7215	121	43	of	of	ADP
easat-7215	121	44	victims	victim	NOUN
easat-7215	121	45	per	per	ADP
easat-7215	121	46	hundred	hundred	NUM
easat-7215	121	47	thousand	thousand	NUM
easat-7215	121	48	vehicles	vehicle	NOUN
easat-7215	121	49	in	in	ADP
easat-7215	121	50	the	the	DET
easat-7215	121	51	south	south	ADJ
easat-7215	121	52	-	-	PUNCT
easat-7215	121	53	eastern	eastern	ADJ
easat-7215	121	54	european	european	PROPN
easat-7215	121	55	region	region	NOUN
easat-7215	121	56	.	.	PUNCT
easat-7215	122	1	despite	despite	SCONJ
easat-7215	122	2	the	the	DET
easat-7215	122	3	measures	measure	NOUN
easat-7215	122	4	taken	take	VERB
easat-7215	122	5	and	and	CCONJ
easat-7215	122	6	the	the	DET
easat-7215	122	7	progress	progress	NOUN
easat-7215	122	8	achieved	achieve	VERB
easat-7215	122	9	so	so	ADV
easat-7215	122	10	far	far	ADV
easat-7215	122	11	,	,	PUNCT
easat-7215	122	12	there	there	PRON
easat-7215	122	13	is	be	VERB
easat-7215	122	14	still	still	ADV
easat-7215	122	15	much	much	ADJ
easat-7215	122	16	to	to	PART
easat-7215	122	17	be	be	AUX
easat-7215	122	18	done	do	VERB
easat-7215	122	19	in	in	ADP
easat-7215	122	20	the	the	DET
easat-7215	122	21	field	field	NOUN
easat-7215	122	22	of	of	ADP
easat-7215	122	23	road	road	NOUN
easat-7215	122	24	infrastructure	infrastructure	NOUN
easat-7215	122	25	.	.	PUNCT
easat-7215	123	1	road	road	NOUN
easat-7215	123	2	safety	safety	NOUN
easat-7215	123	3	remains	remain	VERB
easat-7215	123	4	a	a	DET
easat-7215	123	5	major	major	ADJ
easat-7215	123	6	social	social	ADJ
easat-7215	123	7	and	and	CCONJ
easat-7215	123	8	public	public	ADJ
easat-7215	123	9	health	health	NOUN
easat-7215	123	10	issue	issue	NOUN
easat-7215	123	11	,	,	PUNCT
easat-7215	123	12	as	as	SCONJ
easat-7215	123	13	the	the	DET
easat-7215	123	14	number	number	NOUN
easat-7215	123	15	of	of	ADP
easat-7215	123	16	accidents	accident	NOUN
easat-7215	123	17	with	with	ADP
easat-7215	123	18	serious	serious	ADJ
easat-7215	123	19	or	or	CCONJ
easat-7215	123	20	minor	minor	ADJ
easat-7215	123	21	injuries	injury	NOUN
easat-7215	123	22	has	have	AUX
easat-7215	123	23	increased	increase	VERB
easat-7215	123	24	significantly	significantly	ADV
easat-7215	123	25	over	over	ADP
easat-7215	123	26	the	the	DET
easat-7215	123	27	years	year	NOUN
easat-7215	124	1	[	[	X
easat-7215	124	2	13	13	NUM
easat-7215	124	3	,	,	PUNCT
easat-7215	124	4	32	32	NUM
easat-7215	124	5	]	]	PUNCT
easat-7215	124	6	.	.	PUNCT
easat-7215	125	1	according	accord	VERB
easat-7215	125	2	to	to	ADP
easat-7215	125	3	the	the	DET
easat-7215	125	4	forecast	forecast	NOUN
easat-7215	125	5	of	of	ADP
easat-7215	125	6	the	the	DET
easat-7215	125	7	study	study	NOUN
easat-7215	125	8	conducted	conduct	VERB
easat-7215	125	9	by	by	ADP
easat-7215	125	10	malka	malka	PROPN
easat-7215	125	11	and	and	CCONJ
easat-7215	125	12	bidaj	bidaj	NOUN
easat-7215	125	13	[	[	X
easat-7215	125	14	38	38	NUM
easat-7215	125	15	]	]	PUNCT
easat-7215	125	16	the	the	DET
easat-7215	125	17	number	number	NOUN
easat-7215	125	18	of	of	ADP
easat-7215	125	19	vehicles	vehicle	NOUN
easat-7215	125	20	in	in	ADP
easat-7215	125	21	our	our	PRON
easat-7215	125	22	country	country	NOUN
easat-7215	125	23	will	will	AUX
easat-7215	125	24	continue	continue	VERB
easat-7215	125	25	to	to	PART
easat-7215	125	26	increase	increase	VERB
easat-7215	125	27	based	base	VERB
easat-7215	125	28	on	on	ADP
easat-7215	125	29	the	the	DET
easat-7215	125	30	historical	historical	ADJ
easat-7215	125	31	average	average	ADJ
easat-7215	125	32	annual	annual	ADJ
easat-7215	125	33	growth	growth	NOUN
easat-7215	125	34	and	and	CCONJ
easat-7215	125	35	the	the	DET
easat-7215	125	36	rate	rate	NOUN
easat-7215	125	37	of	of	ADP
easat-7215	125	38	income	income	NOUN
easat-7215	125	39	growth	growth	NOUN
easat-7215	125	40	.	.	PUNCT
easat-7215	126	1	the	the	DET
easat-7215	126	2	motorization	motorization	NOUN
easat-7215	126	3	rate	rate	NOUN
easat-7215	126	4	in	in	ADP
easat-7215	126	5	albania	albania	PROPN
easat-7215	126	6	is	be	AUX
easat-7215	126	7	314	314	NUM
easat-7215	126	8	vehicles	vehicle	NOUN
easat-7215	126	9	per	per	ADP
easat-7215	126	10	1,000	1,000	NUM
easat-7215	126	11	inhabitants	inhabitant	NOUN
easat-7215	126	12	,	,	PUNCT
easat-7215	126	13	55	55	NUM
easat-7215	126	14	%	%	NOUN
easat-7215	126	15	more	more	ADV
easat-7215	126	16	compared	compare	VERB
easat-7215	126	17	to	to	ADP
easat-7215	126	18	2018	2018	NUM
easat-7215	126	19	.	.	PUNCT
easat-7215	127	1	the	the	DET
easat-7215	127	2	number	number	NOUN
easat-7215	127	3	of	of	ADP
easat-7215	127	4	fatalities	fatality	NOUN
easat-7215	127	5	from	from	ADP
easat-7215	127	6	road	road	NOUN
easat-7215	127	7	traffic	traffic	NOUN
easat-7215	127	8	accidents	accident	NOUN
easat-7215	127	9	has	have	AUX
easat-7215	127	10	decreased	decrease	VERB
easat-7215	127	11	by	by	ADP
easat-7215	127	12	10.3	10.3	NUM
easat-7215	127	13	%	%	NOUN
easat-7215	127	14	,	,	PUNCT
easat-7215	127	15	resulting	result	VERB
easat-7215	127	16	in	in	ADP
easat-7215	127	17	a	a	DET
easat-7215	127	18	41.7	41.7	NUM
easat-7215	127	19	%	%	NOUN
easat-7215	127	20	decrease	decrease	NOUN
easat-7215	127	21	in	in	ADP
easat-7215	127	22	the	the	DET
easat-7215	127	23	mortality	mortality	NOUN
easat-7215	127	24	index	index	NOUN
easat-7215	127	25	per	per	ADP
easat-7215	127	26	10,000	10,000	NUM
easat-7215	127	27	vehicles	vehicle	NOUN
easat-7215	127	28	compared	compare	VERB
easat-7215	127	29	to	to	ADP
easat-7215	127	30	the	the	DET
easat-7215	127	31	same	same	ADJ
easat-7215	127	32	year	year	NOUN
easat-7215	128	1	[	[	X
easat-7215	128	2	39	39	NUM
easat-7215	128	3	]	]	PUNCT
easat-7215	128	4	.	.	PUNCT
easat-7215	129	1	4	4	X
easat-7215	129	2	.	.	X
easat-7215	129	3	methodology	methodology	NOUN
easat-7215	129	4	4.1	4.1	NUM
easat-7215	129	5	.	.	PUNCT
easat-7215	130	1	data	datum	NOUN
easat-7215	130	2	collection	collection	NOUN
easat-7215	130	3	in	in	ADP
easat-7215	130	4	this	this	DET
easat-7215	130	5	research	research	NOUN
easat-7215	130	6	,	,	PUNCT
easat-7215	130	7	population	population	NOUN
easat-7215	130	8	projections	projection	NOUN
easat-7215	130	9	and	and	CCONJ
easat-7215	130	10	the	the	DET
easat-7215	130	11	number	number	NOUN
easat-7215	130	12	of	of	ADP
easat-7215	130	13	registered	register	VERB
easat-7215	130	14	vehicles	vehicle	NOUN
easat-7215	130	15	,	,	PUNCT
easat-7215	130	16	factors	factor	NOUN
easat-7215	130	17	used	use	VERB
easat-7215	130	18	as	as	ADP
easat-7215	130	19	independent	independent	ADJ
easat-7215	130	20	variables	variable	NOUN
easat-7215	130	21	,	,	PUNCT
easat-7215	130	22	during	during	ADP
easat-7215	130	23	the	the	DET
easat-7215	130	24	period	period	NOUN
easat-7215	130	25	under	under	ADP
easat-7215	130	26	consideration	consideration	NOUN
easat-7215	130	27	,	,	PUNCT
easat-7215	130	28	2015	2015	NUM
easat-7215	130	29	-	-	SYM
easat-7215	130	30	2024	2024	NUM
easat-7215	130	31	,	,	PUNCT
easat-7215	130	32	are	be	AUX
easat-7215	130	33	provided	provide	VERB
easat-7215	130	34	by	by	ADP
easat-7215	130	35	official	official	ADJ
easat-7215	130	36	domestic	domestic	ADJ
easat-7215	130	37	and	and	CCONJ
easat-7215	130	38	non	non	ADJ
easat-7215	130	39	-	-	ADJ
easat-7215	130	40	domestic	domestic	ADJ
easat-7215	130	41	sources	source	NOUN
easat-7215	130	42	,	,	PUNCT
easat-7215	130	43	respectively	respectively	ADV
easat-7215	130	44	,	,	PUNCT
easat-7215	130	45	world	world	NOUN
easat-7215	130	46	population	population	NOUN
easat-7215	130	47	and	and	CCONJ
easat-7215	130	48	the	the	DET
easat-7215	130	49	general	general	ADJ
easat-7215	130	50	directorate	directorate	NOUN
easat-7215	130	51	of	of	ADP
easat-7215	130	52	road	road	NOUN
easat-7215	130	53	transport	transport	NOUN
easat-7215	130	54	services	service	NOUN
easat-7215	130	55	of	of	ADP
easat-7215	130	56	albania	albania	PROPN
easat-7215	131	1	[	[	X
easat-7215	131	2	40	40	NUM
easat-7215	131	3	,	,	PUNCT
easat-7215	131	4	41	41	NUM
easat-7215	131	5	]	]	PUNCT
easat-7215	131	6	.	.	PUNCT
easat-7215	132	1	dependent	dependent	ADJ
easat-7215	132	2	variables	variable	NOUN
easat-7215	132	3	such	such	ADJ
easat-7215	132	4	as	as	ADP
easat-7215	132	5	the	the	DET
easat-7215	132	6	number	number	NOUN
easat-7215	132	7	of	of	ADP
easat-7215	132	8	road	road	NOUN
easat-7215	132	9	traffic	traffic	NOUN
easat-7215	132	10	cases	case	NOUN
easat-7215	132	11	,	,	PUNCT
easat-7215	132	12	the	the	DET
easat-7215	132	13	number	number	NOUN
easat-7215	132	14	of	of	ADP
easat-7215	132	15	road	road	NOUN
easat-7215	132	16	traffic	traffic	NOUN
easat-7215	132	17	victims	victim	NOUN
easat-7215	132	18	,	,	PUNCT
easat-7215	132	19	and	and	CCONJ
easat-7215	132	20	the	the	DET
easat-7215	132	21	number	number	NOUN
easat-7215	132	22	of	of	ADP
easat-7215	132	23	road	road	NOUN
easat-7215	132	24	traffic	traffic	NOUN
easat-7215	132	25	injuries	injury	NOUN
easat-7215	132	26	are	be	AUX
easat-7215	132	27	provided	provide	VERB
easat-7215	132	28	by	by	ADP
easat-7215	132	29	the	the	DET
easat-7215	132	30	1549	1549	NUM
easat-7215	132	31	edelweiss	edelweiss	PROPN
easat-7215	132	32	applied	apply	VERB
easat-7215	132	33	science	science	NOUN
easat-7215	132	34	and	and	CCONJ
easat-7215	132	35	technology	technology	NOUN
easat-7215	132	36	issn	issn	PROPN
easat-7215	132	37	:	:	PUNCT
easat-7215	132	38	2576	2576	NUM
easat-7215	132	39	-	-	SYM
easat-7215	132	40	8484	8484	NUM
easat-7215	132	41	vol	vol	NOUN
easat-7215	132	42	.	.	PROPN
easat-7215	133	1	9	9	NUM
easat-7215	133	2	,	,	PUNCT
easat-7215	133	3	no	no	INTJ
easat-7215	133	4	.	.	NOUN
easat-7215	133	5	5	5	NUM
easat-7215	133	6	:	:	SYM
easat-7215	133	7	1545	1545	NUM
easat-7215	133	8	-	-	SYM
easat-7215	133	9	1556	1556	NUM
easat-7215	133	10	,	,	PUNCT
easat-7215	133	11	2025	2025	NUM
easat-7215	133	12	doi	doi	NOUN
easat-7215	133	13	:	:	PUNCT
easat-7215	134	1	10.55214/25768484.v9i5.7215	10.55214/25768484.v9i5.7215	NUM
easat-7215	134	2	©	©	PROPN
easat-7215	134	3	2025	2025	NUM
easat-7215	134	4	by	by	ADP
easat-7215	134	5	the	the	DET
easat-7215	134	6	authors	author	NOUN
easat-7215	134	7	;	;	PUNCT
easat-7215	134	8	licensee	licensee	PROPN
easat-7215	134	9	learning	learning	PROPN
easat-7215	134	10	gate	gate	PROPN
easat-7215	134	11	albanian	albanian	PROPN
easat-7215	134	12	institute	institute	PROPN
easat-7215	134	13	of	of	ADP
easat-7215	134	14	statistics	statistic	NOUN
easat-7215	134	15	(	(	PUNCT
easat-7215	134	16	instat	instat	PROPN
easat-7215	134	17	)	)	PUNCT
easat-7215	135	1	[	[	X
easat-7215	135	2	32	32	NUM
easat-7215	135	3	]	]	PUNCT
easat-7215	135	4	.	.	PUNCT
easat-7215	136	1	according	accord	VERB
easat-7215	136	2	to	to	ADP
easat-7215	136	3	instat	instat	NOUN
easat-7215	136	4	,	,	PUNCT
easat-7215	136	5	about	about	ADP
easat-7215	136	6	15,994	15,994	NUM
easat-7215	136	7	road	road	NOUN
easat-7215	136	8	accidents	accident	NOUN
easat-7215	136	9	in	in	ADP
easat-7215	136	10	albania	albania	PROPN
easat-7215	136	11	have	have	AUX
easat-7215	136	12	occurred	occur	VERB
easat-7215	136	13	during	during	ADP
easat-7215	136	14	the	the	DET
easat-7215	136	15	last	last	ADJ
easat-7215	136	16	10	10	NUM
easat-7215	136	17	years	year	NOUN
easat-7215	136	18	,	,	PUNCT
easat-7215	136	19	and	and	CCONJ
easat-7215	136	20	about	about	ADV
easat-7215	136	21	19,349	19,349	NUM
easat-7215	136	22	people	people	NOUN
easat-7215	136	23	have	have	AUX
easat-7215	136	24	been	be	AUX
easat-7215	136	25	involved	involve	VERB
easat-7215	136	26	in	in	ADP
easat-7215	136	27	road	road	NOUN
easat-7215	136	28	accidents	accident	NOUN
easat-7215	136	29	,	,	PUNCT
easat-7215	136	30	divided	divide	VERB
easat-7215	136	31	into	into	ADP
easat-7215	136	32	2,110	2,110	NUM
easat-7215	136	33	fatal	fatal	ADJ
easat-7215	136	34	cases	case	NOUN
easat-7215	136	35	,	,	PUNCT
easat-7215	136	36	as	as	SCONJ
easat-7215	136	37	shown	show	VERB
easat-7215	136	38	in	in	ADP
easat-7215	136	39	table	table	NOUN
easat-7215	136	40	1	1	NUM
easat-7215	136	41	.	.	PUNCT
easat-7215	136	42	table	table	NOUN
easat-7215	136	43	1	1	NUM
easat-7215	136	44	.	.	PUNCT
easat-7215	136	45	statistical	statistical	ADJ
easat-7215	136	46	data	datum	NOUN
easat-7215	136	47	for	for	ADP
easat-7215	136	48	the	the	DET
easat-7215	136	49	period	period	NOUN
easat-7215	136	50	under	under	ADP
easat-7215	136	51	consideration	consideration	NOUN
easat-7215	136	52	,	,	PUNCT
easat-7215	136	53	2015	2015	NUM
easat-7215	136	54	-	-	SYM
easat-7215	136	55	2024	2024	NUM
easat-7215	136	56	.	.	PUNCT
easat-7215	137	1	year	year	NOUN
easat-7215	137	2	fatalities	fatality	NOUN
easat-7215	137	3	no	no	PRON
easat-7215	137	4	of	of	ADP
easat-7215	137	5	cases	case	NOUN
easat-7215	137	6	no	no	PRON
easat-7215	137	7	of	of	ADP
easat-7215	137	8	injuries	injury	NOUN
easat-7215	137	9	population	population	NOUN
easat-7215	137	10	no	no	PRON
easat-7215	137	11	of	of	ADP
easat-7215	137	12	vehicles	vehicle	NOUN
easat-7215	137	13	2015	2015	NUM
easat-7215	137	14	270	270	NUM
easat-7215	137	15	1,992	1,992	NUM
easat-7215	137	16	2,422	2,422	NUM
easat-7215	137	17	2,898,632	2,898,632	NUM
easat-7215	137	18	411,121	411,121	NUM
easat-7215	137	19	2016	2016	NUM
easat-7215	137	20	269	269	NUM
easat-7215	137	21	2,032	2,032	NUM
easat-7215	137	22	2,509	2,509	NUM
easat-7215	137	23	2,897,867	2,897,867	NUM
easat-7215	137	24	443,227	443,227	NUM
easat-7215	137	25	2017	2017	NUM
easat-7215	137	26	222	222	NUM
easat-7215	137	27	1,978	1,978	NUM
easat-7215	137	28	2,389	2,389	NUM
easat-7215	137	29	2,898,242	2,898,242	NUM
easat-7215	137	30	479,217	479,217	NUM
easat-7215	137	31	2018	2018	NUM
easat-7215	137	32	213	213	NUM
easat-7215	137	33	1,718	1,718	NUM
easat-7215	137	34	2,078	2,078	NUM
easat-7215	137	35	2,894,231	2,894,231	NUM
easat-7215	137	36	500,894	500,894	NUM
easat-7215	137	37	2019	2019	NUM
easat-7215	137	38	227	227	NUM
easat-7215	137	39	1,498	1,498	NUM
easat-7215	137	40	1,817	1,817	NUM
easat-7215	137	41	2,885,010	2,885,010	NUM
easat-7215	137	42	499,779	499,779	NUM
easat-7215	137	43	2020	2020	NUM
easat-7215	137	44	181	181	NUM
easat-7215	137	45	1,234	1,234	NUM
easat-7215	137	46	1,417	1,417	NUM
easat-7215	137	47	2,871,954	2,871,954	NUM
easat-7215	137	48	539,497	539,497	NUM
easat-7215	137	49	2021	2021	NUM
easat-7215	137	50	197	197	NUM
easat-7215	137	51	1,376	1,376	NUM
easat-7215	137	52	1,663	1,663	NUM
easat-7215	137	53	2,849,635	2,849,635	NUM
easat-7215	137	54	593,280	593,280	NUM
easat-7215	137	55	2022	2022	NUM
easat-7215	137	56	164	164	NUM
easat-7215	137	57	1,165	1,165	NUM
easat-7215	137	58	1,435	1,435	NUM
easat-7215	137	59	2,827,608	2,827,608	NUM
easat-7215	137	60	639,379	639,379	NUM
easat-7215	137	61	2023	2023	NUM
easat-7215	137	62	192	192	NUM
easat-7215	137	63	1,285	1,285	NUM
easat-7215	137	64	1,539	1,539	NUM
easat-7215	137	65	2,811,655	2,811,655	NUM
easat-7215	137	66	699,337	699,337	NUM
easat-7215	137	67	2024	2024	NUM
easat-7215	137	68	175	175	NUM
easat-7215	137	69	1,666	1,666	NUM
easat-7215	137	70	2,080	2,080	NUM
easat-7215	137	71	2,791,765	2,791,765	NUM
easat-7215	137	72	738,299	738,299	NUM
easat-7215	137	73	during	during	ADP
easat-7215	137	74	the	the	DET
easat-7215	137	75	years	year	NOUN
easat-7215	137	76	2015	2015	NUM
easat-7215	137	77	-	-	SYM
easat-7215	137	78	2024	2024	NUM
easat-7215	137	79	,	,	PUNCT
easat-7215	137	80	the	the	DET
easat-7215	137	81	number	number	NOUN
easat-7215	137	82	of	of	ADP
easat-7215	137	83	registered	register	VERB
easat-7215	137	84	vehicles	vehicle	NOUN
easat-7215	137	85	has	have	AUX
easat-7215	137	86	increased	increase	VERB
easat-7215	137	87	by	by	ADP
easat-7215	137	88	approximately	approximately	ADV
easat-7215	137	89	doubling	double	VERB
easat-7215	137	90	,	,	PUNCT
easat-7215	137	91	while	while	SCONJ
easat-7215	137	92	population	population	NOUN
easat-7215	137	93	projections	projection	NOUN
easat-7215	137	94	have	have	AUX
easat-7215	137	95	decreased	decrease	VERB
easat-7215	137	96	due	due	ADJ
easat-7215	137	97	to	to	ADP
easat-7215	137	98	emigration	emigration	NOUN
easat-7215	137	99	.	.	PUNCT
easat-7215	138	1	referring	refer	VERB
easat-7215	138	2	to	to	ADP
easat-7215	138	3	the	the	DET
easat-7215	138	4	same	same	ADJ
easat-7215	138	5	period	period	NOUN
easat-7215	138	6	,	,	PUNCT
easat-7215	138	7	the	the	DET
easat-7215	138	8	number	number	NOUN
easat-7215	138	9	of	of	ADP
easat-7215	138	10	fatalities	fatality	NOUN
easat-7215	138	11	in	in	ADP
easat-7215	138	12	road	road	NOUN
easat-7215	138	13	traffic	traffic	NOUN
easat-7215	138	14	accidents	accident	NOUN
easat-7215	138	15	has	have	AUX
easat-7215	138	16	decreased	decrease	VERB
easat-7215	138	17	,	,	PUNCT
easat-7215	138	18	while	while	SCONJ
easat-7215	138	19	the	the	DET
easat-7215	138	20	number	number	NOUN
easat-7215	138	21	of	of	ADP
easat-7215	138	22	accident	accident	NOUN
easat-7215	138	23	cases	case	NOUN
easat-7215	138	24	and	and	CCONJ
easat-7215	138	25	injuries	injury	NOUN
easat-7215	138	26	has	have	AUX
easat-7215	138	27	increased	increase	VERB
easat-7215	138	28	.	.	PUNCT
easat-7215	139	1	4.2	4.2	NUM
easat-7215	139	2	.	.	PUNCT
easat-7215	140	1	development	development	NOUN
easat-7215	140	2	of	of	ADP
easat-7215	140	3	the	the	DET
easat-7215	140	4	prediction	prediction	NOUN
easat-7215	140	5	model	model	NOUN
easat-7215	140	6	one	one	NUM
easat-7215	140	7	of	of	ADP
easat-7215	140	8	the	the	DET
easat-7215	140	9	objectives	objective	NOUN
easat-7215	140	10	of	of	ADP
easat-7215	140	11	this	this	DET
easat-7215	140	12	study	study	NOUN
easat-7215	140	13	is	be	AUX
easat-7215	140	14	to	to	PART
easat-7215	140	15	predict	predict	VERB
easat-7215	140	16	the	the	DET
easat-7215	140	17	future	future	ADJ
easat-7215	140	18	trend	trend	NOUN
easat-7215	140	19	of	of	ADP
easat-7215	140	20	road	road	NOUN
easat-7215	140	21	traffic	traffic	NOUN
easat-7215	140	22	fatalities	fatality	NOUN
easat-7215	140	23	(	(	PUNCT
easat-7215	140	24	rtfs	rtfs	PROPN
easat-7215	140	25	)	)	PUNCT
easat-7215	140	26	,	,	PUNCT
easat-7215	140	27	road	road	NOUN
easat-7215	140	28	traffic	traffic	NOUN
easat-7215	140	29	cases	case	NOUN
easat-7215	140	30	(	(	PUNCT
easat-7215	140	31	rtcs	rtcs	NOUN
easat-7215	140	32	)	)	PUNCT
easat-7215	140	33	,	,	PUNCT
easat-7215	140	34	and	and	CCONJ
easat-7215	140	35	the	the	DET
easat-7215	140	36	number	number	NOUN
easat-7215	140	37	of	of	ADP
easat-7215	140	38	road	road	NOUN
easat-7215	140	39	traffic	traffic	NOUN
easat-7215	140	40	injuries	injury	NOUN
easat-7215	140	41	(	(	PUNCT
easat-7215	140	42	rtis	rtis	NOUN
easat-7215	140	43	)	)	PUNCT
easat-7215	140	44	related	relate	VERB
easat-7215	140	45	to	to	ADP
easat-7215	140	46	population	population	NOUN
easat-7215	140	47	projections	projection	NOUN
easat-7215	140	48	(	(	PUNCT
easat-7215	140	49	p	p	NOUN
easat-7215	140	50	)	)	PUNCT
easat-7215	140	51	and	and	CCONJ
easat-7215	140	52	the	the	DET
easat-7215	140	53	number	number	NOUN
easat-7215	140	54	of	of	ADP
easat-7215	140	55	vehicles	vehicle	NOUN
easat-7215	140	56	(	(	PUNCT
easat-7215	140	57	v	v	NOUN
easat-7215	140	58	)	)	PUNCT
easat-7215	140	59	in	in	ADP
easat-7215	140	60	albania	albania	PROPN
easat-7215	140	61	.	.	PUNCT
easat-7215	141	1	using	use	VERB
easat-7215	141	2	the	the	DET
easat-7215	141	3	nonlinear	nonlinear	ADJ
easat-7215	141	4	regression	regression	NOUN
easat-7215	141	5	method	method	NOUN
easat-7215	141	6	,	,	PUNCT
easat-7215	141	7	a	a	DET
easat-7215	141	8	mathematical	mathematical	ADJ
easat-7215	141	9	model	model	NOUN
easat-7215	141	10	is	be	AUX
easat-7215	141	11	created	create	VERB
easat-7215	141	12	that	that	PRON
easat-7215	141	13	represents	represent	VERB
easat-7215	141	14	the	the	DET
easat-7215	141	15	relationship	relationship	NOUN
easat-7215	141	16	between	between	ADP
easat-7215	141	17	the	the	DET
easat-7215	141	18	displacement	displacement	NOUN
easat-7215	141	19	and	and	CCONJ
easat-7215	141	20	time	time	NOUN
easat-7215	141	21	of	of	ADP
easat-7215	141	22	a	a	DET
easat-7215	141	23	landslide	landslide	NOUN
easat-7215	141	24	to	to	PART
easat-7215	141	25	further	far	ADV
easat-7215	141	26	predict	predict	VERB
easat-7215	141	27	its	its	PRON
easat-7215	141	28	deformation	deformation	NOUN
easat-7215	141	29	trend	trend	NOUN
easat-7215	142	1	[	[	X
easat-7215	142	2	42	42	NUM
easat-7215	142	3	]	]	PUNCT
easat-7215	142	4	.	.	PUNCT
easat-7215	143	1	two	two	NUM
easat-7215	143	2	types	type	NOUN
easat-7215	143	3	of	of	ADP
easat-7215	143	4	attributes	attribute	NOUN
easat-7215	143	5	,	,	PUNCT
easat-7215	143	6	namely	namely	ADV
easat-7215	143	7	population	population	NOUN
easat-7215	143	8	projections	projection	NOUN
easat-7215	143	9	and	and	CCONJ
easat-7215	143	10	number	number	NOUN
easat-7215	143	11	of	of	ADP
easat-7215	143	12	vehicles	vehicle	NOUN
easat-7215	143	13	for	for	ADP
easat-7215	143	14	the	the	DET
easat-7215	143	15	period	period	NOUN
easat-7215	143	16	20152024	20152024	NUM
easat-7215	143	17	,	,	PUNCT
easat-7215	143	18	were	be	AUX
easat-7215	143	19	considered	consider	VERB
easat-7215	143	20	as	as	ADP
easat-7215	143	21	independent	independent	ADJ
easat-7215	143	22	variables	variable	NOUN
easat-7215	143	23	for	for	ADP
easat-7215	143	24	the	the	DET
easat-7215	143	25	development	development	NOUN
easat-7215	143	26	of	of	ADP
easat-7215	143	27	a	a	DET
easat-7215	143	28	nonlinear	nonlinear	ADJ
easat-7215	143	29	road	road	NOUN
easat-7215	143	30	traffic	traffic	NOUN
easat-7215	143	31	accident	accident	NOUN
easat-7215	143	32	prediction	prediction	NOUN
easat-7215	143	33	model	model	NOUN
easat-7215	143	34	.	.	PUNCT
easat-7215	144	1	this	this	DET
easat-7215	144	2	type	type	NOUN
easat-7215	144	3	of	of	ADP
easat-7215	144	4	model	model	NOUN
easat-7215	144	5	is	be	AUX
easat-7215	144	6	proposed	propose	VERB
easat-7215	144	7	by	by	ADP
easat-7215	144	8	andreassen	andreassen	PROPN
easat-7215	144	9	[	[	X
easat-7215	144	10	26	26	NUM
easat-7215	144	11	]	]	PUNCT
easat-7215	144	12	and	and	CCONJ
easat-7215	144	13	is	be	AUX
easat-7215	144	14	given	give	VERB
easat-7215	144	15	by	by	ADP
easat-7215	144	16	the	the	DET
easat-7215	144	17	equation	equation	NOUN
easat-7215	144	18	:	:	PUNCT
easat-7215	144	19	𝐶	𝐶	PROPN
easat-7215	144	20	=	=	PROPN
easat-7215	144	21	𝑘𝑉𝑀1𝑃𝑀2	𝑘𝑉𝑀1𝑃𝑀2	PROPN
easat-7215	144	22	(	(	PUNCT
easat-7215	144	23	1	1	NUM
easat-7215	144	24	)	)	PUNCT
easat-7215	144	25	where	where	SCONJ
easat-7215	144	26	kconstant	kconstant	ADJ
easat-7215	144	27	.	.	PUNCT
easat-7215	144	28	vnumber	vnumber	NOUN
easat-7215	144	29	of	of	ADP
easat-7215	144	30	registered	register	VERB
easat-7215	144	31	vehicles	vehicle	NOUN
easat-7215	144	32	.	.	PUNCT
easat-7215	145	1	ppopulation	ppopulation	NOUN
easat-7215	145	2	projections	projection	NOUN
easat-7215	145	3	.	.	PUNCT
easat-7215	146	1	m1square	m1square	NOUN
easat-7215	146	2	coefficient	coefficient	NOUN
easat-7215	146	3	of	of	ADP
easat-7215	146	4	the	the	DET
easat-7215	146	5	number	number	NOUN
easat-7215	146	6	of	of	ADP
easat-7215	146	7	vehicles	vehicle	NOUN
easat-7215	146	8	registered	register	VERB
easat-7215	146	9	.	.	PUNCT
easat-7215	147	1	m2square	m2square	VERB
easat-7215	147	2	coefficient	coefficient	NOUN
easat-7215	147	3	of	of	ADP
easat-7215	147	4	the	the	DET
easat-7215	147	5	number	number	NOUN
easat-7215	147	6	of	of	ADP
easat-7215	147	7	populations	population	NOUN
easat-7215	147	8	.	.	PUNCT
easat-7215	148	1	after	after	ADP
easat-7215	148	2	transforming	transform	VERB
easat-7215	148	3	equation	equation	NOUN
easat-7215	148	4	(	(	PUNCT
easat-7215	148	5	1	1	NUM
easat-7215	148	6	)	)	PUNCT
easat-7215	148	7	and	and	CCONJ
easat-7215	148	8	the	the	DET
easat-7215	148	9	logarithm	logarithm	NOUN
easat-7215	148	10	to	to	ADP
easat-7215	148	11	the	the	DET
easat-7215	148	12	base	base	NOUN
easat-7215	148	13	e	e	NOUN
easat-7215	148	14	,	,	PUNCT
easat-7215	148	15	the	the	DET
easat-7215	148	16	nonlinear	nonlinear	ADJ
easat-7215	148	17	model	model	NOUN
easat-7215	148	18	in	in	ADP
easat-7215	148	19	equation	equation	NOUN
easat-7215	148	20	(	(	PUNCT
easat-7215	148	21	1	1	X
easat-7215	148	22	)	)	PUNCT
easat-7215	148	23	can	can	AUX
easat-7215	148	24	be	be	AUX
easat-7215	148	25	expressed	express	VERB
easat-7215	148	26	in	in	ADP
easat-7215	148	27	a	a	DET
easat-7215	148	28	linear	linear	ADJ
easat-7215	148	29	form	form	NOUN
easat-7215	148	30	as	as	SCONJ
easat-7215	148	31	follows	follow	VERB
easat-7215	148	32	in	in	ADP
easat-7215	148	33	equation	equation	NOUN
easat-7215	148	34	(	(	PUNCT
easat-7215	148	35	2	2	NUM
easat-7215	148	36	)	)	PUNCT
easat-7215	148	37	.	.	PUNCT
easat-7215	149	1	𝑌	𝑌	PROPN
easat-7215	149	2	=	=	PUNCT
easat-7215	149	3	𝛽0	𝛽0	PROPN
easat-7215	149	4	+	+	CCONJ
easat-7215	149	5	𝛽1𝑋1	𝛽1𝑋1	PROPN
easat-7215	149	6	+	+	CCONJ
easat-7215	149	7	𝛽2𝑋2	𝛽2𝑋2	ADJ
easat-7215	149	8	(	(	PUNCT
easat-7215	149	9	2	2	NUM
easat-7215	149	10	)	)	PUNCT
easat-7215	149	11	where	where	SCONJ
easat-7215	149	12	𝑌	𝑌	PROPN
easat-7215	149	13	=	=	PUNCT
easat-7215	149	14	𝑙𝑛𝐶	𝑙𝑛𝐶	PROPN
easat-7215	149	15	,	,	PUNCT
easat-7215	149	16	𝛽0	𝛽0	NOUN
easat-7215	149	17	=	=	PUNCT
easat-7215	149	18	𝑙𝑛	𝑙𝑛	NOUN
easat-7215	149	19	𝑘	𝑘	NOUN
easat-7215	149	20	,	,	PUNCT
easat-7215	149	21	𝑋1	𝑋1	PROPN
easat-7215	149	22	=	=	SYM
easat-7215	149	23	𝑙𝑛	𝑙𝑛	PRON
easat-7215	149	24	𝑉	𝑉	PROPN
easat-7215	149	25	,	,	PUNCT
easat-7215	149	26	𝑋2	𝑋2	VERB
easat-7215	149	27	=	=	PUNCT
easat-7215	149	28	𝑙𝑛	𝑙𝑛	NOUN
easat-7215	149	29	𝑃,𝛽1	𝑃,𝛽1	NUM
easat-7215	149	30	=	=	SYM
easat-7215	149	31	𝑀1	𝑀1	PROPN
easat-7215	149	32	,	,	PUNCT
easat-7215	149	33	and	and	CCONJ
easat-7215	149	34	𝛽2	𝛽2	PROPN
easat-7215	149	35	=	=	NOUN
easat-7215	149	36	𝑀2	𝑀2	PROPN
easat-7215	149	37	.	.	PUNCT
easat-7215	150	1	the	the	DET
easat-7215	150	2	values	value	NOUN
easat-7215	150	3	of	of	ADP
easat-7215	150	4	𝛽0	𝛽0	NOUN
easat-7215	150	5	,	,	PUNCT
easat-7215	150	6	𝛽1	𝛽1	NOUN
easat-7215	150	7	,	,	PUNCT
easat-7215	150	8	and	and	CCONJ
easat-7215	150	9	𝛽2	𝛽2	NOUN
easat-7215	150	10	are	be	AUX
easat-7215	150	11	calculated	calculate	VERB
easat-7215	150	12	using	use	VERB
easat-7215	150	13	the	the	DET
easat-7215	150	14	multiple	multiple	ADJ
easat-7215	150	15	linear	linear	ADJ
easat-7215	150	16	regression	regression	NOUN
easat-7215	150	17	(	(	PUNCT
easat-7215	150	18	mlr	mlr	NOUN
easat-7215	150	19	)	)	PUNCT
easat-7215	150	20	method	method	NOUN
easat-7215	150	21	with	with	ADP
easat-7215	150	22	the	the	DET
easat-7215	150	23	dependent	dependent	ADJ
easat-7215	150	24	variable	variable	NOUN
easat-7215	150	25	of	of	ADP
easat-7215	150	26	𝑌	𝑌	PROPN
easat-7215	150	27	,	,	PUNCT
easat-7215	150	28	and	and	CCONJ
easat-7215	150	29	the	the	DET
easat-7215	150	30	independent	independent	ADJ
easat-7215	150	31	variables	variable	NOUN
easat-7215	150	32	𝑋1	𝑋1	PROPN
easat-7215	150	33	and	and	CCONJ
easat-7215	150	34	𝑋2	𝑋2	VERB
easat-7215	150	35	.	.	PUNCT
easat-7215	151	1	furthermore	furthermore	ADV
easat-7215	151	2	,	,	PUNCT
easat-7215	151	3	using	use	VERB
easat-7215	151	4	the	the	DET
easat-7215	151	5	least	least	ADJ
easat-7215	151	6	squares	square	NOUN
easat-7215	151	7	regression	regression	NOUN
easat-7215	151	8	method	method	NOUN
easat-7215	151	9	(	(	PUNCT
easat-7215	151	10	lsr	lsr	PROPN
easat-7215	151	11	)	)	PUNCT
easat-7215	151	12	to	to	PART
easat-7215	151	13	estimate	estimate	VERB
easat-7215	151	14	the	the	DET
easat-7215	151	15	above	above	ADV
easat-7215	151	16	-	-	PUNCT
easat-7215	151	17	mentioned	mention	VERB
easat-7215	151	18	parameters	parameter	NOUN
easat-7215	151	19	,	,	PUNCT
easat-7215	151	20	must	must	AUX
easat-7215	151	21	go	go	VERB
easat-7215	151	22	through	through	ADP
easat-7215	151	23	the	the	DET
easat-7215	151	24	use	use	NOUN
easat-7215	151	25	of	of	ADP
easat-7215	151	26	the	the	DET
easat-7215	151	27	expressions	expression	NOUN
easat-7215	151	28	in	in	ADP
easat-7215	151	29	equation	equation	NOUN
easat-7215	151	30	(	(	PUNCT
easat-7215	151	31	3	3	NUM
easat-7215	151	32	)	)	PUNCT
easat-7215	151	33	.	.	PUNCT
easat-7215	152	1	�	�	PROPN
easat-7215	152	2	̂	̂	VERB
easat-7215	152	3	�	�	NOUN
easat-7215	152	4	=	=	SYM
easat-7215	152	5	(	(	PUNCT
easat-7215	152	6	xtx)-1xty	xtx)-1xty	PROPN
easat-7215	152	7	(	(	PUNCT
easat-7215	152	8	3	3	NUM
easat-7215	152	9	)	)	PUNCT
easat-7215	152	10	where	where	SCONJ
easat-7215	152	11	x	x	PRON
easat-7215	152	12	is	be	AUX
easat-7215	152	13	the	the	DET
easat-7215	152	14	matrix	matrix	NOUN
easat-7215	152	15	form	form	NOUN
easat-7215	152	16	of	of	ADP
easat-7215	152	17	the	the	DET
easat-7215	152	18	multiple	multiple	ADJ
easat-7215	152	19	regression	regression	NOUN
easat-7215	152	20	model	model	NOUN
easat-7215	152	21	consisting	consist	VERB
easat-7215	152	22	of	of	ADP
easat-7215	152	23	a	a	DET
easat-7215	152	24	column	column	NOUN
easat-7215	152	25	of	of	ADP
easat-7215	152	26	ones	one	NOUN
easat-7215	152	27	and	and	CCONJ
easat-7215	152	28	two	two	NUM
easat-7215	152	29	column	column	NOUN
easat-7215	152	30	vectors	vector	NOUN
easat-7215	152	31	of	of	ADP
easat-7215	152	32	the	the	DET
easat-7215	152	33	observations	observation	NOUN
easat-7215	152	34	on	on	ADP
easat-7215	152	35	the	the	DET
easat-7215	152	36	independent	independent	ADJ
easat-7215	152	37	variables	variable	NOUN
easat-7215	152	38	.	.	PUNCT
easat-7215	153	1	1550	1550	NUM
easat-7215	153	2	edelweiss	edelweiss	PROPN
easat-7215	153	3	applied	apply	VERB
easat-7215	153	4	science	science	NOUN
easat-7215	153	5	and	and	CCONJ
easat-7215	153	6	technology	technology	NOUN
easat-7215	153	7	issn	issn	PROPN
easat-7215	153	8	:	:	PUNCT
easat-7215	153	9	2576	2576	NUM
easat-7215	153	10	-	-	SYM
easat-7215	153	11	8484	8484	NUM
easat-7215	153	12	vol	vol	NOUN
easat-7215	153	13	.	.	PROPN
easat-7215	154	1	9	9	NUM
easat-7215	154	2	,	,	PUNCT
easat-7215	154	3	no	no	INTJ
easat-7215	154	4	.	.	NOUN
easat-7215	154	5	5	5	NUM
easat-7215	154	6	:	:	SYM
easat-7215	154	7	1545	1545	NUM
easat-7215	154	8	-	-	SYM
easat-7215	154	9	1556	1556	NUM
easat-7215	154	10	,	,	PUNCT
easat-7215	154	11	2025	2025	NUM
easat-7215	154	12	doi	doi	NOUN
easat-7215	154	13	:	:	PUNCT
easat-7215	154	14	10.55214/25768484.v9i5.7215	10.55214/25768484.v9i5.7215	NUM
easat-7215	154	15	©	©	PROPN
easat-7215	154	16	2025	2025	NUM
easat-7215	154	17	by	by	ADP
easat-7215	154	18	the	the	DET
easat-7215	154	19	authors	author	NOUN
easat-7215	154	20	;	;	PUNCT
easat-7215	154	21	licensee	licensee	PROPN
easat-7215	154	22	learning	learning	NOUN
easat-7215	154	23	gate	gate	NOUN
easat-7215	154	24	thus	thus	ADV
easat-7215	154	25	,	,	PUNCT
easat-7215	154	26	in	in	ADP
easat-7215	154	27	terms	term	NOUN
easat-7215	154	28	of	of	ADP
easat-7215	154	29	initial	initial	ADJ
easat-7215	154	30	variables	variable	NOUN
easat-7215	154	31	,	,	PUNCT
easat-7215	154	32	the	the	DET
easat-7215	154	33	expression	expression	NOUN
easat-7215	154	34	(	(	PUNCT
easat-7215	154	35	4	4	X
easat-7215	154	36	)	)	PUNCT
easat-7215	154	37	is	be	AUX
easat-7215	154	38	carried	carry	VERB
easat-7215	154	39	out	out	ADP
easat-7215	154	40	,	,	PUNCT
easat-7215	154	41	resulting	result	VERB
easat-7215	154	42	in	in	ADP
easat-7215	154	43	the	the	DET
easat-7215	154	44	number	number	NOUN
easat-7215	154	45	of	of	ADP
easat-7215	154	46	predicted	predict	VERB
easat-7215	154	47	road	road	NOUN
easat-7215	154	48	traffic	traffic	NOUN
easat-7215	154	49	cases	case	NOUN
easat-7215	154	50	c.	c.	PROPN
easat-7215	154	51	𝐶	𝐶	PROPN
easat-7215	154	52	=	=	PROPN
easat-7215	154	53	𝑒𝛽0𝑉𝛽1𝑃𝛽2	𝑒𝛽0𝑉𝛽1𝑃𝛽2	NOUN
easat-7215	154	54	(	(	PUNCT
easat-7215	154	55	4	4	X
easat-7215	154	56	)	)	PUNCT
easat-7215	154	57	using	use	VERB
easat-7215	154	58	the	the	DET
easat-7215	154	59	same	same	ADJ
easat-7215	154	60	methodology	methodology	NOUN
easat-7215	154	61	,	,	PUNCT
easat-7215	154	62	the	the	DET
easat-7215	154	63	expression	expression	NOUN
easat-7215	154	64	(	(	PUNCT
easat-7215	154	65	5	5	NUM
easat-7215	154	66	)	)	PUNCT
easat-7215	154	67	is	be	AUX
easat-7215	154	68	carried	carry	VERB
easat-7215	154	69	out	out	ADP
easat-7215	154	70	,	,	PUNCT
easat-7215	154	71	resulting	result	VERB
easat-7215	154	72	in	in	ADP
easat-7215	154	73	the	the	DET
easat-7215	154	74	number	number	NOUN
easat-7215	154	75	of	of	ADP
easat-7215	154	76	predicted	predict	VERB
easat-7215	154	77	fatalities	fatality	NOUN
easat-7215	154	78	f.	f.	PROPN
easat-7215	154	79	𝐹	𝐹	PROPN
easat-7215	154	80	=	=	NOUN
easat-7215	154	81	𝑒𝛽0𝑉𝛽1𝑃𝛽2	𝑒𝛽0𝑉𝛽1𝑃𝛽2	NOUN
easat-7215	154	82	(	(	PUNCT
easat-7215	154	83	5	5	NUM
easat-7215	154	84	)	)	PUNCT
easat-7215	154	85	as	as	ADP
easat-7215	154	86	a	a	DET
easat-7215	154	87	final	final	ADJ
easat-7215	154	88	step	step	NOUN
easat-7215	154	89	,	,	PUNCT
easat-7215	154	90	using	use	VERB
easat-7215	154	91	the	the	DET
easat-7215	154	92	same	same	ADJ
easat-7215	154	93	methodology	methodology	NOUN
easat-7215	154	94	with	with	ADP
easat-7215	154	95	the	the	DET
easat-7215	154	96	number	number	NOUN
easat-7215	154	97	of	of	ADP
easat-7215	154	98	road	road	NOUN
easat-7215	154	99	traffic	traffic	NOUN
easat-7215	154	100	injuries	injury	NOUN
easat-7215	154	101	i	i	PRON
easat-7215	154	102	as	as	ADP
easat-7215	154	103	the	the	DET
easat-7215	154	104	dependent	dependent	ADJ
easat-7215	154	105	variable	variable	NOUN
easat-7215	154	106	,	,	PUNCT
easat-7215	154	107	it	it	PRON
easat-7215	154	108	was	be	AUX
easat-7215	154	109	carried	carry	VERB
easat-7215	154	110	out	out	ADP
easat-7215	154	111	in	in	ADP
easat-7215	154	112	a	a	DET
easat-7215	154	113	nonlinear	nonlinear	ADJ
easat-7215	154	114	form	form	NOUN
easat-7215	154	115	by	by	ADP
easat-7215	154	116	equation	equation	NOUN
easat-7215	154	117	(	(	PUNCT
easat-7215	154	118	6	6	NUM
easat-7215	154	119	)	)	PUNCT
easat-7215	154	120	as	as	ADP
easat-7215	154	121	a	a	DET
easat-7215	154	122	function	function	NOUN
easat-7215	154	123	of	of	ADP
easat-7215	154	124	registered	register	VERB
easat-7215	154	125	vehicles	vehicle	NOUN
easat-7215	154	126	and	and	CCONJ
easat-7215	154	127	population	population	NOUN
easat-7215	154	128	projections	projection	NOUN
easat-7215	154	129	.	.	PUNCT
easat-7215	155	1	𝐼	𝐼	ADP
easat-7215	155	2	=	=	PUNCT
easat-7215	155	3	𝑒𝛽0𝑉𝛽1𝑃𝛽2	𝑒𝛽0𝑉𝛽1𝑃𝛽2	NOUN
easat-7215	155	4	(	(	PUNCT
easat-7215	155	5	6	6	NUM
easat-7215	155	6	)	)	PUNCT
easat-7215	155	7	for	for	ADP
easat-7215	155	8	all	all	DET
easat-7215	155	9	three	three	NUM
easat-7215	155	10	scenarios	scenario	NOUN
easat-7215	155	11	,	,	PUNCT
easat-7215	155	12	anova	anova	X
easat-7215	155	13	analysis	analysis	NOUN
easat-7215	155	14	was	be	AUX
easat-7215	155	15	performed	perform	VERB
easat-7215	155	16	,	,	PUNCT
easat-7215	155	17	and	and	CCONJ
easat-7215	155	18	r	r	X
easat-7215	155	19	-	-	PUNCT
easat-7215	155	20	squared	square	VERB
easat-7215	155	21	coefficients	coefficient	NOUN
easat-7215	155	22	,	,	PUNCT
easat-7215	155	23	variable	variable	ADJ
easat-7215	155	24	significance	significance	NOUN
easat-7215	155	25	t	t	NOUN
easat-7215	155	26	-	-	PUNCT
easat-7215	155	27	stat	stat	NOUN
easat-7215	155	28	)	)	PUNCT
easat-7215	155	29	,	,	PUNCT
easat-7215	155	30	and	and	CCONJ
easat-7215	155	31	model	model	NOUN
easat-7215	155	32	statistical	statistical	ADJ
easat-7215	155	33	significance	significance	NOUN
easat-7215	155	34	f	f	NOUN
easat-7215	155	35	-	-	PUNCT
easat-7215	155	36	stat	stat	PROPN
easat-7215	155	37	were	be	AUX
easat-7215	155	38	calculated	calculate	VERB
easat-7215	155	39	.	.	PUNCT
easat-7215	156	1	tests	test	NOUN
easat-7215	156	2	of	of	ADP
easat-7215	156	3	models	model	NOUN
easat-7215	156	4	were	be	AUX
easat-7215	156	5	made	make	VERB
easat-7215	156	6	with	with	ADP
easat-7215	156	7	the	the	DET
easat-7215	156	8	actual	actual	ADJ
easat-7215	156	9	data	datum	NOUN
easat-7215	156	10	,	,	PUNCT
easat-7215	156	11	and	and	CCONJ
easat-7215	156	12	a	a	DET
easat-7215	156	13	test	test	NOUN
easat-7215	156	14	of	of	ADP
easat-7215	156	15	overall	overall	ADJ
easat-7215	156	16	regression	regression	NOUN
easat-7215	156	17	for	for	ADP
easat-7215	156	18	a	a	DET
easat-7215	156	19	better	well	ADJ
easat-7215	156	20	understanding	understanding	NOUN
easat-7215	156	21	of	of	ADP
easat-7215	156	22	the	the	DET
easat-7215	156	23	trend	trend	NOUN
easat-7215	156	24	and	and	CCONJ
easat-7215	156	25	tendencies	tendency	NOUN
easat-7215	156	26	was	be	AUX
easat-7215	156	27	conducted	conduct	VERB
easat-7215	156	28	.	.	PUNCT
easat-7215	157	1	4.3	4.3	NUM
easat-7215	157	2	.	.	PUNCT
easat-7215	157	3	test	test	NOUN
easat-7215	157	4	of	of	ADP
easat-7215	157	5	overall	overall	ADJ
easat-7215	157	6	regression	regression	NOUN
easat-7215	157	7	overall	overall	ADJ
easat-7215	157	8	test	test	NOUN
easat-7215	157	9	-	-	PUNCT
easat-7215	157	10	statistic	statistic	NOUN
easat-7215	157	11	f	f	NOUN
easat-7215	157	12	for	for	ADP
easat-7215	157	13	whether	whether	SCONJ
easat-7215	157	14	slopes	slope	NOUN
easat-7215	157	15	,	,	PUNCT
easat-7215	157	16	βj	βj	PRON
easat-7215	157	17	,	,	PUNCT
easat-7215	157	18	j=1	j=1	PROPN
easat-7215	157	19	,	,	PUNCT
easat-7215	157	20	2	2	NUM
easat-7215	157	21	of	of	ADP
easat-7215	157	22	the	the	DET
easat-7215	157	23	regression	regression	NOUN
easat-7215	157	24	model	model	NOUN
easat-7215	157	25	are	be	AUX
easat-7215	157	26	zero	zero	NUM
easat-7215	157	27	is	be	AUX
easat-7215	157	28	given	give	VERB
easat-7215	157	29	by	by	ADP
easat-7215	157	30	the	the	DET
easat-7215	157	31	following	follow	VERB
easat-7215	157	32	equation	equation	NOUN
easat-7215	157	33	[	[	X
easat-7215	157	34	43	43	NUM
easat-7215	157	35	]	]	PUNCT
easat-7215	157	36	.	.	PUNCT
easat-7215	158	1	f=	f=	NOUN
easat-7215	158	2	𝑅2/𝑞	𝑅2/𝑞	PUNCT
easat-7215	159	1	(	(	PUNCT
easat-7215	159	2	1−𝑅2)/(𝑛−𝑞−1	1−𝑅2)/(𝑛−𝑞−1	NUM
easat-7215	159	3	)	)	PUNCT
easat-7215	159	4	=	=	SYM
easat-7215	159	5	~	~	PUNCT
easat-7215	159	6	f(q	f(q	PROPN
easat-7215	159	7	,	,	PUNCT
easat-7215	159	8	n	n	CCONJ
easat-7215	159	9	-	-	PUNCT
easat-7215	159	10	q-1	q-1	NUM
easat-7215	159	11	)	)	PUNCT
easat-7215	159	12	(	(	PUNCT
easat-7215	159	13	7	7	X
easat-7215	159	14	)	)	PUNCT
easat-7215	159	15	where	where	SCONJ
easat-7215	159	16	,	,	PUNCT
easat-7215	159	17	r2	r2	PROPN
easat-7215	159	18	is	be	AUX
easat-7215	159	19	the	the	DET
easat-7215	159	20	coefficient	coefficient	NOUN
easat-7215	159	21	of	of	ADP
easat-7215	159	22	determination	determination	NOUN
easat-7215	159	23	,	,	PUNCT
easat-7215	159	24	n	n	X
easat-7215	159	25	is	be	AUX
easat-7215	159	26	the	the	DET
easat-7215	159	27	number	number	NOUN
easat-7215	159	28	of	of	ADP
easat-7215	159	29	years	year	NOUN
easat-7215	159	30	under	under	ADP
easat-7215	159	31	consideration	consideration	NOUN
easat-7215	159	32	,	,	PUNCT
easat-7215	159	33	and	and	CCONJ
easat-7215	159	34	q	q	NOUN
easat-7215	159	35	is	be	AUX
easat-7215	159	36	the	the	DET
easat-7215	159	37	number	number	NOUN
easat-7215	159	38	of	of	ADP
easat-7215	159	39	parameters	parameter	NOUN
easat-7215	159	40	we	we	PRON
easat-7215	159	41	have	have	VERB
easat-7215	159	42	to	to	PART
easat-7215	159	43	estimate	estimate	VERB
easat-7215	159	44	.	.	PUNCT
easat-7215	160	1	coefficient	coefficient	NOUN
easat-7215	160	2	of	of	ADP
easat-7215	160	3	determination	determination	NOUN
easat-7215	160	4	is	be	AUX
easat-7215	160	5	given	give	VERB
easat-7215	160	6	by	by	ADP
easat-7215	160	7	equation	equation	NOUN
easat-7215	160	8	(	(	PUNCT
easat-7215	160	9	8)	8)	NUM
easat-7215	160	10	.	.	PUNCT
easat-7215	160	11	r2=	r2=	PUNCT
easat-7215	161	1	𝑆𝑆𝑅	𝑆𝑆𝑅	NOUN
easat-7215	161	2	𝑆𝑆𝑇	𝑆𝑆𝑇	PROPN
easat-7215	161	3	=	=	SYM
easat-7215	161	4	1	1	NUM
easat-7215	161	5	𝑆𝑆𝐸	𝑆𝑆𝐸	PROPN
easat-7215	161	6	𝑆𝑆𝑇	𝑆𝑆𝑇	PROPN
easat-7215	161	7	(	(	PUNCT
easat-7215	161	8	8)	8)	NUM
easat-7215	161	9	where	where	SCONJ
easat-7215	161	10	regression	regression	NOUN
easat-7215	161	11	sum	sum	NOUN
easat-7215	161	12	of	of	ADP
easat-7215	161	13	square	square	ADJ
easat-7215	161	14	ssr=∑(	ssr=∑(	ADJ
easat-7215	161	15	�	�	PROPN
easat-7215	161	16	̂	̂	SYM
easat-7215	161	17	�	�	PROPN
easat-7215	161	18	−	−	PROPN
easat-7215	161	19	�	�	PROPN
easat-7215	161	20	̅	̅	NOUN
easat-7215	161	21	�	�	NOUN
easat-7215	161	22	)2	)2	PUNCT
easat-7215	161	23	and	and	CCONJ
easat-7215	161	24	where	where	SCONJ
easat-7215	161	25	total	total	ADJ
easat-7215	161	26	sum	sum	NOUN
easat-7215	161	27	of	of	ADP
easat-7215	161	28	square	square	ADJ
easat-7215	161	29	sst	sst	PROPN
easat-7215	161	30	=	=	PROPN
easat-7215	161	31	ssr+sse	ssr+sse	NOUN
easat-7215	161	32	and	and	CCONJ
easat-7215	161	33	where	where	SCONJ
easat-7215	161	34	sum	sum	NOUN
easat-7215	161	35	of	of	ADP
easat-7215	161	36	squared	square	VERB
easat-7215	161	37	residuals	residual	NOUN
easat-7215	161	38	sse=∑	sse=∑	PROPN
easat-7215	161	39	𝑒2	𝑒2	PROPN
easat-7215	162	1	.	.	PUNCT
easat-7215	162	2	test	test	NOUN
easat-7215	162	3	statistic	statistic	NOUN
easat-7215	162	4	is	be	AUX
easat-7215	162	5	distributed	distribute	VERB
easat-7215	162	6	as	as	ADP
easat-7215	162	7	f(q	f(q	PROPN
easat-7215	162	8	,	,	PUNCT
easat-7215	162	9	n	n	CCONJ
easat-7215	162	10	-	-	PUNCT
easat-7215	162	11	q-1	q-1	NUM
easat-7215	162	12	)	)	PUNCT
easat-7215	162	13	when	when	SCONJ
easat-7215	162	14	h0	h0	PROPN
easat-7215	162	15	:	:	PUNCT
easat-7215	162	16	𝛽𝑗	𝛽𝑗	NOUN
easat-7215	162	17	=	=	SYM
easat-7215	162	18	0	0	NUM
easat-7215	162	19	is	be	AUX
easat-7215	162	20	true	true	ADJ
easat-7215	162	21	,	,	PUNCT
easat-7215	162	22	so	so	ADV
easat-7215	162	23	we	we	PRON
easat-7215	162	24	reject	reject	VERB
easat-7215	162	25	h0	h0	NOUN
easat-7215	162	26	if	if	SCONJ
easat-7215	162	27	f	f	PROPN
easat-7215	162	28	>	>	X
easat-7215	162	29	f(α	f(α	PROPN
easat-7215	162	30	,	,	PUNCT
easat-7215	162	31	q	q	NOUN
easat-7215	162	32	,	,	PUNCT
easat-7215	162	33	n	n	CCONJ
easat-7215	162	34	-	-	PUNCT
easat-7215	162	35	q1	q1	NOUN
easat-7215	162	36	)	)	PUNCT
easat-7215	162	37	.	.	PUNCT
easat-7215	163	1	5	5	X
easat-7215	163	2	.	.	X
easat-7215	163	3	simulation	simulation	NOUN
easat-7215	163	4	and	and	CCONJ
easat-7215	163	5	results	result	VERB
easat-7215	163	6	the	the	DET
easat-7215	163	7	nonlinear	nonlinear	ADJ
easat-7215	163	8	regression	regression	NOUN
easat-7215	163	9	method	method	NOUN
easat-7215	163	10	used	use	VERB
easat-7215	163	11	in	in	ADP
easat-7215	163	12	this	this	DET
easat-7215	163	13	study	study	NOUN
easat-7215	163	14	uses	use	VERB
easat-7215	163	15	three	three	NUM
easat-7215	163	16	data	datum	NOUN
easat-7215	163	17	sets	set	NOUN
easat-7215	163	18	defined	define	VERB
easat-7215	163	19	as	as	ADP
easat-7215	163	20	road	road	NOUN
easat-7215	163	21	traffic	traffic	NOUN
easat-7215	163	22	accidents	accident	NOUN
easat-7215	163	23	,	,	PUNCT
easat-7215	163	24	in	in	ADP
easat-7215	163	25	terms	term	NOUN
easat-7215	163	26	of	of	ADP
easat-7215	163	27	the	the	DET
easat-7215	163	28	total	total	ADJ
easat-7215	163	29	number	number	NOUN
easat-7215	163	30	of	of	ADP
easat-7215	163	31	road	road	NOUN
easat-7215	163	32	traffic	traffic	NOUN
easat-7215	163	33	cases	case	NOUN
easat-7215	163	34	(	(	PUNCT
easat-7215	163	35	rtcs	rtcs	NOUN
easat-7215	163	36	)	)	PUNCT
easat-7215	163	37	,	,	PUNCT
easat-7215	163	38	road	road	NOUN
easat-7215	163	39	traffic	traffic	NOUN
easat-7215	163	40	fatalities	fatality	NOUN
easat-7215	163	41	(	(	PUNCT
easat-7215	163	42	rtfs	rtfs	PROPN
easat-7215	163	43	)	)	PUNCT
easat-7215	163	44	,	,	PUNCT
easat-7215	163	45	and	and	CCONJ
easat-7215	163	46	road	road	NOUN
easat-7215	163	47	traffic	traffic	NOUN
easat-7215	163	48	injuries	injury	NOUN
easat-7215	163	49	(	(	PUNCT
easat-7215	163	50	rtis	rtis	NOUN
easat-7215	163	51	)	)	PUNCT
easat-7215	163	52	,	,	PUNCT
easat-7215	163	53	to	to	PART
easat-7215	163	54	be	be	AUX
easat-7215	163	55	regressed	regress	VERB
easat-7215	163	56	as	as	ADP
easat-7215	163	57	a	a	DET
easat-7215	163	58	function	function	NOUN
easat-7215	163	59	of	of	ADP
easat-7215	163	60	population	population	NOUN
easat-7215	163	61	projections	projection	NOUN
easat-7215	163	62	and	and	CCONJ
easat-7215	163	63	registered	registered	ADJ
easat-7215	163	64	vehicles	vehicle	NOUN
easat-7215	163	65	.	.	PUNCT
easat-7215	164	1	the	the	DET
easat-7215	164	2	total	total	ADJ
easat-7215	164	3	number	number	NOUN
easat-7215	164	4	of	of	ADP
easat-7215	164	5	observations	observation	NOUN
easat-7215	164	6	is	be	AUX
easat-7215	164	7	10	10	NUM
easat-7215	164	8	,	,	PUNCT
easat-7215	164	9	each	each	DET
easat-7215	164	10	year	year	NOUN
easat-7215	164	11	represents	represent	VERB
easat-7215	164	12	an	an	DET
easat-7215	164	13	observation	observation	NOUN
easat-7215	164	14	value	value	NOUN
easat-7215	164	15	that	that	PRON
easat-7215	164	16	should	should	AUX
easat-7215	164	17	be	be	AUX
easat-7215	164	18	regressed	regress	VERB
easat-7215	164	19	.	.	PUNCT
easat-7215	165	1	5.1	5.1	NUM
easat-7215	165	2	.	.	PUNCT
easat-7215	165	3	estimation	estimation	NOUN
easat-7215	165	4	of	of	ADP
easat-7215	165	5	rtcs	rtcs	NOUN
easat-7215	165	6	using	use	VERB
easat-7215	165	7	equation	equation	NOUN
easat-7215	165	8	(	(	PUNCT
easat-7215	165	9	1	1	NUM
easat-7215	165	10	)	)	PUNCT
easat-7215	165	11	and	and	CCONJ
easat-7215	165	12	the	the	DET
easat-7215	165	13	mlr	mlr	NOUN
easat-7215	165	14	method	method	NOUN
easat-7215	165	15	,	,	PUNCT
easat-7215	165	16	we	we	PRON
easat-7215	165	17	obtain	obtain	VERB
easat-7215	165	18	the	the	DET
easat-7215	165	19	mathematical	mathematical	ADJ
easat-7215	165	20	expression	expression	NOUN
easat-7215	165	21	as	as	SCONJ
easat-7215	165	22	follows	follow	VERB
easat-7215	165	23	in	in	ADP
easat-7215	165	24	(	(	PUNCT
easat-7215	165	25	9	9	NUM
easat-7215	165	26	)	)	PUNCT
easat-7215	165	27	.	.	PUNCT
easat-7215	166	1	c=	c=	NOUN
easat-7215	166	2	𝑒245.3𝑉−1.73𝑃−14.45	𝑒245.3𝑉−1.73𝑃−14.45	NUM
easat-7215	166	3	(	(	PUNCT
easat-7215	166	4	9	9	NUM
easat-7215	166	5	)	)	PUNCT
easat-7215	166	6	the	the	DET
easat-7215	166	7	values	value	NOUN
easat-7215	166	8	of	of	ADP
easat-7215	166	9	�	�	PROPN
easat-7215	166	10	̃	̃	PROPN
easat-7215	166	11	�	�	PROPN
easat-7215	166	12	represent	represent	VERB
easat-7215	166	13	the	the	DET
easat-7215	166	14	estimate	estimate	NOUN
easat-7215	166	15	of	of	ADP
easat-7215	166	16	road	road	NOUN
easat-7215	166	17	traffic	traffic	NOUN
easat-7215	166	18	cases	case	NOUN
easat-7215	166	19	(	(	PUNCT
easat-7215	166	20	c	c	NOUN
easat-7215	166	21	)	)	PUNCT
easat-7215	166	22	,	,	PUNCT
easat-7215	166	23	which	which	PRON
easat-7215	166	24	are	be	AUX
easat-7215	166	25	evaluated	evaluate	VERB
easat-7215	166	26	by	by	ADP
easat-7215	166	27	equation	equation	NOUN
easat-7215	166	28	(	(	PUNCT
easat-7215	166	29	9	9	NUM
easat-7215	166	30	)	)	PUNCT
easat-7215	166	31	,	,	PUNCT
easat-7215	166	32	and	and	CCONJ
easat-7215	166	33	are	be	AUX
easat-7215	166	34	presented	present	VERB
easat-7215	166	35	in	in	ADP
easat-7215	166	36	table	table	NOUN
easat-7215	166	37	2	2	NUM
easat-7215	166	38	.	.	PUNCT
easat-7215	166	39	from	from	ADP
easat-7215	166	40	the	the	DET
easat-7215	166	41	simulation	simulation	NOUN
easat-7215	166	42	results	result	NOUN
easat-7215	166	43	(	(	PUNCT
easat-7215	166	44	table	table	NOUN
easat-7215	166	45	2	2	NUM
easat-7215	166	46	)	)	PUNCT
easat-7215	166	47	,	,	PUNCT
easat-7215	166	48	it	it	PRON
easat-7215	166	49	is	be	AUX
easat-7215	166	50	noted	note	VERB
easat-7215	166	51	that	that	SCONJ
easat-7215	166	52	the	the	DET
easat-7215	166	53	estimation	estimation	NOUN
easat-7215	166	54	of	of	ADP
easat-7215	166	55	the	the	DET
easat-7215	166	56	total	total	ADJ
easat-7215	166	57	number	number	NOUN
easat-7215	166	58	of	of	ADP
easat-7215	166	59	accident	accident	NOUN
easat-7215	166	60	cases	case	NOUN
easat-7215	166	61	shows	show	VERB
easat-7215	166	62	that	that	SCONJ
easat-7215	166	63	the	the	DET
easat-7215	166	64	predicted	predict	VERB
easat-7215	166	65	values	value	NOUN
easat-7215	166	66	are	be	AUX
easat-7215	166	67	slightly	slightly	ADV
easat-7215	166	68	higher	high	ADJ
easat-7215	166	69	than	than	ADP
easat-7215	166	70	the	the	DET
easat-7215	166	71	actual	actual	ADJ
easat-7215	166	72	values	value	NOUN
easat-7215	166	73	.	.	PUNCT
easat-7215	167	1	this	this	PRON
easat-7215	167	2	may	may	AUX
easat-7215	167	3	be	be	AUX
easat-7215	167	4	related	relate	VERB
easat-7215	167	5	to	to	ADP
easat-7215	167	6	the	the	DET
easat-7215	167	7	fact	fact	NOUN
easat-7215	167	8	that	that	SCONJ
easat-7215	167	9	within	within	ADP
easat-7215	167	10	these	these	DET
easat-7215	167	11	years	year	NOUN
easat-7215	167	12	,	,	PUNCT
easat-7215	167	13	the	the	DET
easat-7215	167	14	increase	increase	NOUN
easat-7215	167	15	in	in	ADP
easat-7215	167	16	the	the	DET
easat-7215	167	17	total	total	ADJ
easat-7215	167	18	number	number	NOUN
easat-7215	167	19	of	of	ADP
easat-7215	167	20	accidents	accident	NOUN
easat-7215	167	21	is	be	AUX
easat-7215	167	22	insignificant	insignificant	ADJ
easat-7215	167	23	compared	compare	VERB
easat-7215	167	24	to	to	ADP
easat-7215	167	25	the	the	DET
easat-7215	167	26	increase	increase	NOUN
easat-7215	167	27	in	in	ADP
easat-7215	167	28	the	the	DET
easat-7215	167	29	number	number	NOUN
easat-7215	167	30	of	of	ADP
easat-7215	167	31	vehicles	vehicle	NOUN
easat-7215	167	32	and	and	CCONJ
easat-7215	167	33	the	the	DET
easat-7215	167	34	decrease	decrease	NOUN
easat-7215	167	35	in	in	ADP
easat-7215	167	36	the	the	DET
easat-7215	167	37	population	population	NOUN
easat-7215	167	38	.	.	PUNCT
easat-7215	168	1	however	however	ADV
easat-7215	168	2	,	,	PUNCT
easat-7215	168	3	the	the	DET
easat-7215	168	4	gap	gap	NOUN
easat-7215	168	5	has	have	AUX
easat-7215	168	6	started	start	VERB
easat-7215	168	7	to	to	PART
easat-7215	168	8	narrow	narrow	VERB
easat-7215	168	9	again	again	ADV
easat-7215	168	10	,	,	PUNCT
easat-7215	168	11	attributed	attribute	VERB
easat-7215	168	12	to	to	ADP
easat-7215	168	13	the	the	DET
easat-7215	168	14	fact	fact	NOUN
easat-7215	168	15	that	that	SCONJ
easat-7215	168	16	the	the	DET
easat-7215	168	17	further	further	ADJ
easat-7215	168	18	increase	increase	NOUN
easat-7215	168	19	in	in	ADP
easat-7215	168	20	the	the	DET
easat-7215	168	21	number	number	NOUN
easat-7215	168	22	of	of	ADP
easat-7215	168	23	road	road	NOUN
easat-7215	168	24	traffic	traffic	NOUN
easat-7215	168	25	accidents	accident	NOUN
easat-7215	168	26	.	.	PUNCT
easat-7215	169	1	1551	1551	NUM
easat-7215	169	2	edelweiss	edelweiss	PROPN
easat-7215	169	3	applied	apply	VERB
easat-7215	169	4	science	science	NOUN
easat-7215	169	5	and	and	CCONJ
easat-7215	169	6	technology	technology	NOUN
easat-7215	169	7	issn	issn	PROPN
easat-7215	169	8	:	:	PUNCT
easat-7215	169	9	2576	2576	NUM
easat-7215	169	10	-	-	SYM
easat-7215	169	11	8484	8484	NUM
easat-7215	169	12	vol	vol	NOUN
easat-7215	169	13	.	.	PROPN
easat-7215	170	1	9	9	NUM
easat-7215	170	2	,	,	PUNCT
easat-7215	170	3	no	no	INTJ
easat-7215	170	4	.	.	NOUN
easat-7215	170	5	5	5	NUM
easat-7215	170	6	:	:	SYM
easat-7215	170	7	1545	1545	NUM
easat-7215	170	8	-	-	SYM
easat-7215	170	9	1556	1556	NUM
easat-7215	170	10	,	,	PUNCT
easat-7215	170	11	2025	2025	NUM
easat-7215	170	12	doi	doi	NOUN
easat-7215	170	13	:	:	PUNCT
easat-7215	171	1	10.55214/25768484.v9i5.7215	10.55214/25768484.v9i5.7215	NUM
easat-7215	171	2	©	©	PROPN
easat-7215	171	3	2025	2025	NUM
easat-7215	171	4	by	by	ADP
easat-7215	171	5	the	the	DET
easat-7215	171	6	authors	author	NOUN
easat-7215	171	7	;	;	PUNCT
easat-7215	171	8	licensee	licensee	PROPN
easat-7215	171	9	learning	learn	VERB
easat-7215	171	10	gate	gate	NOUN
easat-7215	171	11	table	table	NOUN
easat-7215	171	12	2	2	NUM
easat-7215	171	13	.	.	PUNCT
easat-7215	171	14	simulation	simulation	NOUN
easat-7215	171	15	results	result	VERB
easat-7215	171	16	on	on	ADP
easat-7215	171	17	estimated	estimate	VERB
easat-7215	171	18	rtcs	rtcs	NOUN
easat-7215	171	19	referred	refer	VERB
easat-7215	171	20	to	to	ADP
easat-7215	171	21	the	the	DET
easat-7215	171	22	nonlinear	nonlinear	ADJ
easat-7215	171	23	regression	regression	NOUN
easat-7215	171	24	model	model	NOUN
easat-7215	171	25	.	.	PUNCT
easat-7215	172	1	year	year	NOUN
easat-7215	172	2	no	no	PRON
easat-7215	172	3	of	of	ADP
easat-7215	172	4	cases	case	NOUN
easat-7215	172	5	(	(	PUNCT
easat-7215	172	6	c	c	NOUN
easat-7215	172	7	)	)	PUNCT
easat-7215	172	8	estimated	estimate	VERB
easat-7215	172	9	�	�	PROPN
easat-7215	172	10	̃	̃	PROPN
easat-7215	172	11	�	�	PROPN
easat-7215	172	12	error	error	NOUN
easat-7215	172	13	(	(	PUNCT
easat-7215	172	14	%	%	INTJ
easat-7215	172	15	)	)	PUNCT
easat-7215	172	16	2015	2015	NUM
easat-7215	172	17	1,992	1,992	NUM
easat-7215	172	18	2,613	2,613	NUM
easat-7215	172	19	621	621	NUM
easat-7215	172	20	(	(	PUNCT
easat-7215	172	21	31.1	31.1	NUM
easat-7215	172	22	%	%	NOUN
easat-7215	172	23	)	)	PUNCT
easat-7215	172	24	2016	2016	NUM
easat-7215	172	25	2,032	2,032	NUM
easat-7215	172	26	2,336	2,336	NUM
easat-7215	172	27	304	304	NUM
easat-7215	172	28	(	(	PUNCT
easat-7215	172	29	14.9	14.9	NUM
easat-7215	172	30	%	%	NOUN
easat-7215	172	31	)	)	PUNCT
easat-7215	172	32	2017	2017	NUM
easat-7215	172	33	1,978	1,978	NUM
easat-7215	172	34	2,024	2,024	NUM
easat-7215	172	35	46	46	NUM
easat-7215	172	36	(	(	PUNCT
easat-7215	172	37	2.3	2.3	NUM
easat-7215	172	38	%	%	NOUN
easat-7215	172	39	)	)	PUNCT
easat-7215	172	40	2018	2018	NUM
easat-7215	172	41	1,718	1,718	NUM
easat-7215	172	42	2,007	2,007	NUM
easat-7215	172	43	289	289	NUM
easat-7215	172	44	(	(	PUNCT
easat-7215	172	45	16.8	16.8	NUM
easat-7215	172	46	%	%	NOUN
easat-7215	172	47	)	)	PUNCT
easat-7215	172	48	2019	2019	NUM
easat-7215	172	49	1,498	1,498	NUM
easat-7215	172	50	2,010	2,010	NUM
easat-7215	172	51	521	521	NUM
easat-7215	172	52	(	(	PUNCT
easat-7215	172	53	34.9	34.9	NUM
easat-7215	172	54	%	%	NOUN
easat-7215	172	55	)	)	PUNCT
easat-7215	172	56	2020	2020	NUM
easat-7215	172	57	1,234	1,234	NUM
easat-7215	172	58	1,874	1,874	NUM
easat-7215	172	59	640	640	NUM
easat-7215	172	60	(	(	PUNCT
easat-7215	172	61	51.8	51.8	NUM
easat-7215	172	62	%	%	NOUN
easat-7215	172	63	)	)	PUNCT
easat-7215	172	64	2021	2021	NUM
easat-7215	172	65	1,376	1,376	NUM
easat-7215	172	66	1,774	1,774	NUM
easat-7215	172	67	398	398	NUM
easat-7215	172	68	(	(	PUNCT
easat-7215	172	69	28.9	28.9	NUM
easat-7215	172	70	%	%	NOUN
easat-7215	172	71	)	)	PUNCT
easat-7215	172	72	2022	2022	NUM
easat-7215	172	73	1,165	1,165	NUM
easat-7215	172	74	1,642	1,642	NUM
easat-7215	172	75	477	477	NUM
easat-7215	172	76	(	(	PUNCT
easat-7215	172	77	40.9	40.9	NUM
easat-7215	172	78	%	%	NOUN
easat-7215	172	79	)	)	PUNCT
easat-7215	172	80	2023	2023	NUM
easat-7215	172	81	1,285	1,285	NUM
easat-7215	172	82	1,612	1,612	NUM
easat-7215	172	83	327	327	NUM
easat-7215	172	84	(	(	PUNCT
easat-7215	172	85	25.4	25.4	NUM
easat-7215	172	86	%	%	NOUN
easat-7215	172	87	)	)	PUNCT
easat-7215	172	88	2024	2024	NUM
easat-7215	172	89	1,666	1,666	NUM
easat-7215	172	90	1,727	1,727	NUM
easat-7215	172	91	61	61	NUM
easat-7215	172	92	(	(	PUNCT
easat-7215	172	93	3.6	3.6	NUM
easat-7215	172	94	%	%	NOUN
easat-7215	172	95	)	)	PUNCT
easat-7215	172	96	total	total	NOUN
easat-7215	172	97	15,944	15,944	NUM
easat-7215	172	98	19,601	19,601	NUM
easat-7215	172	99	5.2	5.2	NUM
easat-7215	172	100	.	.	PUNCT
easat-7215	173	1	estimation	estimation	NOUN
easat-7215	173	2	of	of	ADP
easat-7215	173	3	rtfs	rtfs	ADJ
easat-7215	173	4	using	use	VERB
easat-7215	173	5	equation	equation	NOUN
easat-7215	173	6	(	(	PUNCT
easat-7215	173	7	5	5	NUM
easat-7215	173	8	)	)	PUNCT
easat-7215	173	9	and	and	CCONJ
easat-7215	173	10	the	the	DET
easat-7215	173	11	mlr	mlr	NOUN
easat-7215	173	12	method	method	NOUN
easat-7215	173	13	,	,	PUNCT
easat-7215	173	14	we	we	PRON
easat-7215	173	15	obtain	obtain	VERB
easat-7215	173	16	the	the	DET
easat-7215	173	17	mathematical	mathematical	ADJ
easat-7215	173	18	expression	expression	NOUN
easat-7215	173	19	as	as	SCONJ
easat-7215	173	20	follows	follow	VERB
easat-7215	173	21	in	in	ADP
easat-7215	173	22	(	(	PUNCT
easat-7215	173	23	10	10	NUM
easat-7215	173	24	)	)	PUNCT
easat-7215	173	25	.	.	PUNCT
easat-7215	174	1	f=	f=	ADJ
easat-7215	174	2	𝑒201.9𝑉−1.60𝑃−11.80	𝑒201.9𝑉−1.60𝑃−11.80	PROPN
easat-7215	174	3	(	(	PUNCT
easat-7215	174	4	10	10	NUM
easat-7215	174	5	)	)	PUNCT
easat-7215	174	6	the	the	DET
easat-7215	174	7	values	value	NOUN
easat-7215	174	8	of	of	ADP
easat-7215	174	9	�	�	PROPN
easat-7215	174	10	̃	̃	PROPN
easat-7215	174	11	�	�	PROPN
easat-7215	174	12	represent	represent	VERB
easat-7215	174	13	the	the	DET
easat-7215	174	14	estimate	estimate	NOUN
easat-7215	174	15	of	of	ADP
easat-7215	174	16	road	road	NOUN
easat-7215	174	17	traffic	traffic	NOUN
easat-7215	174	18	fatalities	fatality	NOUN
easat-7215	174	19	(	(	PUNCT
easat-7215	174	20	f	f	X
easat-7215	174	21	)	)	PUNCT
easat-7215	174	22	,	,	PUNCT
easat-7215	174	23	which	which	PRON
easat-7215	174	24	are	be	AUX
easat-7215	174	25	evaluated	evaluate	VERB
easat-7215	174	26	by	by	ADP
easat-7215	174	27	equation	equation	NOUN
easat-7215	174	28	(	(	PUNCT
easat-7215	174	29	10	10	NUM
easat-7215	174	30	)	)	PUNCT
easat-7215	174	31	,	,	PUNCT
easat-7215	174	32	and	and	CCONJ
easat-7215	174	33	are	be	AUX
easat-7215	174	34	presented	present	VERB
easat-7215	174	35	in	in	ADP
easat-7215	174	36	table	table	NOUN
easat-7215	174	37	3	3	NUM
easat-7215	174	38	.	.	PUNCT
easat-7215	174	39	from	from	ADP
easat-7215	174	40	the	the	DET
easat-7215	174	41	simulation	simulation	NOUN
easat-7215	174	42	results	result	NOUN
easat-7215	174	43	,	,	PUNCT
easat-7215	174	44	it	it	PRON
easat-7215	174	45	is	be	AUX
easat-7215	174	46	noted	note	VERB
easat-7215	174	47	that	that	SCONJ
easat-7215	174	48	in	in	ADP
easat-7215	174	49	almost	almost	ADV
easat-7215	174	50	all	all	PRON
easat-7215	174	51	years	year	NOUN
easat-7215	174	52	of	of	ADP
easat-7215	174	53	the	the	DET
easat-7215	174	54	study	study	NOUN
easat-7215	174	55	period	period	NOUN
easat-7215	174	56	,	,	PUNCT
easat-7215	174	57	the	the	DET
easat-7215	174	58	incidence	incidence	NOUN
easat-7215	174	59	of	of	ADP
easat-7215	174	60	fatalities	fatality	NOUN
easat-7215	174	61	was	be	AUX
easat-7215	174	62	lower	low	ADJ
easat-7215	174	63	than	than	ADP
easat-7215	174	64	the	the	DET
easat-7215	174	65	predicted	predict	VERB
easat-7215	174	66	fatalities	fatality	NOUN
easat-7215	174	67	.	.	PUNCT
easat-7215	175	1	the	the	DET
easat-7215	175	2	difference	difference	NOUN
easat-7215	175	3	between	between	ADP
easat-7215	175	4	the	the	DET
easat-7215	175	5	actual	actual	ADJ
easat-7215	175	6	and	and	CCONJ
easat-7215	175	7	predicted	predict	VERB
easat-7215	175	8	values	value	NOUN
easat-7215	175	9	in	in	ADP
easat-7215	175	10	the	the	DET
easat-7215	175	11	case	case	NOUN
easat-7215	175	12	of	of	ADP
easat-7215	175	13	the	the	DET
easat-7215	175	14	number	number	NOUN
easat-7215	175	15	of	of	ADP
easat-7215	175	16	fatalities	fatality	NOUN
easat-7215	175	17	is	be	AUX
easat-7215	175	18	not	not	PART
easat-7215	175	19	as	as	ADV
easat-7215	175	20	high	high	ADJ
easat-7215	175	21	as	as	ADP
easat-7215	175	22	in	in	ADP
easat-7215	175	23	the	the	DET
easat-7215	175	24	case	case	NOUN
easat-7215	175	25	of	of	ADP
easat-7215	175	26	the	the	DET
easat-7215	175	27	total	total	ADJ
easat-7215	175	28	number	number	NOUN
easat-7215	175	29	of	of	ADP
easat-7215	175	30	accident	accident	NOUN
easat-7215	175	31	cases	case	NOUN
easat-7215	175	32	.	.	PUNCT
easat-7215	176	1	this	this	PRON
easat-7215	176	2	may	may	AUX
easat-7215	176	3	be	be	AUX
easat-7215	176	4	related	relate	VERB
easat-7215	176	5	to	to	ADP
easat-7215	176	6	the	the	DET
easat-7215	176	7	fact	fact	NOUN
easat-7215	176	8	that	that	SCONJ
easat-7215	176	9	despite	despite	SCONJ
easat-7215	176	10	the	the	DET
easat-7215	176	11	increase	increase	NOUN
easat-7215	176	12	in	in	ADP
easat-7215	176	13	the	the	DET
easat-7215	176	14	number	number	NOUN
easat-7215	176	15	of	of	ADP
easat-7215	176	16	vehicles	vehicle	NOUN
easat-7215	176	17	and	and	CCONJ
easat-7215	176	18	the	the	DET
easat-7215	176	19	decrease	decrease	NOUN
easat-7215	176	20	in	in	ADP
easat-7215	176	21	population	population	NOUN
easat-7215	176	22	projections	projection	NOUN
easat-7215	176	23	,	,	PUNCT
easat-7215	176	24	traffic	traffic	NOUN
easat-7215	176	25	management	management	NOUN
easat-7215	176	26	has	have	AUX
easat-7215	176	27	been	be	AUX
easat-7215	176	28	quite	quite	ADV
easat-7215	176	29	efficient	efficient	ADJ
easat-7215	176	30	by	by	ADP
easat-7215	176	31	the	the	DET
easat-7215	176	32	relevant	relevant	ADJ
easat-7215	176	33	authorities	authority	NOUN
easat-7215	176	34	.	.	PUNCT
easat-7215	177	1	furthermore	furthermore	ADV
easat-7215	177	2	,	,	PUNCT
easat-7215	177	3	on	on	ADP
easat-7215	177	4	average	average	ADJ
easat-7215	177	5	,	,	PUNCT
easat-7215	177	6	the	the	DET
easat-7215	177	7	expected	expect	VERB
easat-7215	177	8	fatalities	fatality	NOUN
easat-7215	177	9	estimated	estimate	VERB
easat-7215	177	10	by	by	ADP
easat-7215	177	11	the	the	DET
easat-7215	177	12	andreassen	andreassen	NOUN
easat-7215	177	13	formula	formula	NOUN
easat-7215	177	14	are	be	AUX
easat-7215	177	15	209.2	209.2	NUM
easat-7215	177	16	per	per	ADP
easat-7215	177	17	year	year	NOUN
easat-7215	177	18	,	,	PUNCT
easat-7215	177	19	a	a	DET
easat-7215	177	20	result	result	NOUN
easat-7215	177	21	which	which	PRON
easat-7215	177	22	is	be	AUX
easat-7215	177	23	close	close	ADJ
easat-7215	177	24	to	to	ADP
easat-7215	177	25	the	the	DET
easat-7215	177	26	average	average	NOUN
easat-7215	177	27	of	of	ADP
easat-7215	177	28	the	the	DET
easat-7215	177	29	actual	actual	ADJ
easat-7215	177	30	fatalities	fatality	NOUN
easat-7215	177	31	.	.	PUNCT
easat-7215	178	1	table	table	NOUN
easat-7215	178	2	3	3	NUM
easat-7215	178	3	.	.	PUNCT
easat-7215	178	4	simulation	simulation	NOUN
easat-7215	178	5	results	result	VERB
easat-7215	178	6	on	on	ADP
easat-7215	178	7	estimated	estimate	VERB
easat-7215	178	8	rtfs	rtfs	PROPN
easat-7215	178	9	referred	refer	VERB
easat-7215	178	10	to	to	ADP
easat-7215	178	11	the	the	DET
easat-7215	178	12	nonlinear	nonlinear	ADJ
easat-7215	178	13	regression	regression	NOUN
easat-7215	178	14	model	model	NOUN
easat-7215	178	15	.	.	PUNCT
easat-7215	179	1	year	year	NOUN
easat-7215	179	2	no	no	DET
easat-7215	179	3	of	of	ADP
easat-7215	179	4	fatalities	fatality	NOUN
easat-7215	179	5	(	(	PUNCT
easat-7215	179	6	f	f	X
easat-7215	179	7	)	)	PUNCT
easat-7215	179	8	estimated	estimate	VERB
easat-7215	179	9	�	�	PROPN
easat-7215	179	10	̃	̃	PROPN
easat-7215	179	11	�	�	PROPN
easat-7215	179	12	error	error	NOUN
easat-7215	179	13	(	(	PUNCT
easat-7215	179	14	%	%	INTJ
easat-7215	179	15	)	)	PUNCT
easat-7215	179	16	2015	2015	NUM
easat-7215	179	17	270	270	NUM
easat-7215	179	18	276	276	NUM
easat-7215	179	19	-6	-6	CCONJ
easat-7215	179	20	(	(	PUNCT
easat-7215	179	21	-2.2	-2.2	NUM
easat-7215	179	22	%	%	NOUN
easat-7215	179	23	)	)	PUNCT
easat-7215	179	24	2016	2016	NUM
easat-7215	179	25	269	269	NUM
easat-7215	179	26	250	250	NUM
easat-7215	179	27	19	19	NUM
easat-7215	179	28	(	(	PUNCT
easat-7215	179	29	7	7	NUM
easat-7215	179	30	%	%	NOUN
easat-7215	179	31	)	)	PUNCT
easat-7215	179	32	2017	2017	NUM
easat-7215	179	33	222	222	NUM
easat-7215	179	34	220	220	NUM
easat-7215	179	35	2	2	NUM
easat-7215	179	36	(	(	PUNCT
easat-7215	179	37	0.9	0.9	NUM
easat-7215	179	38	%	%	NOUN
easat-7215	179	39	)	)	PUNCT
easat-7215	179	40	2018	2018	NUM
easat-7215	179	41	213	213	NUM
easat-7215	179	42	208	208	NUM
easat-7215	179	43	5	5	NUM
easat-7215	179	44	(	(	PUNCT
easat-7215	179	45	2.3	2.3	NUM
easat-7215	179	46	%	%	NOUN
easat-7215	179	47	)	)	PUNCT
easat-7215	179	48	2019	2019	NUM
easat-7215	179	49	227	227	NUM
easat-7215	179	50	217	217	NUM
easat-7215	179	51	10	10	NUM
easat-7215	179	52	(	(	PUNCT
easat-7215	179	53	4.4	4.4	NUM
easat-7215	179	54	%	%	NOUN
easat-7215	179	55	)	)	PUNCT
easat-7215	179	56	2020	2020	NUM
easat-7215	179	57	181	181	NUM
easat-7215	180	1	202	202	NUM
easat-7215	180	2	-21	-21	NOUN
easat-7215	180	3	(	(	PUNCT
easat-7215	180	4	-11.6	-11.6	NUM
easat-7215	180	5	%	%	NOUN
easat-7215	180	6	)	)	PUNCT
easat-7215	180	7	2021	2021	NUM
easat-7215	181	1	197	197	NUM
easat-7215	181	2	191	191	NUM
easat-7215	181	3	6	6	NUM
easat-7215	181	4	(	(	PUNCT
easat-7215	181	5	3	3	NUM
easat-7215	181	6	%	%	NOUN
easat-7215	181	7	)	)	PUNCT
easat-7215	181	8	2022	2022	NUM
easat-7215	181	9	164	164	NUM
easat-7215	181	10	185	185	NUM
easat-7215	181	11	-21	-21	NOUN
easat-7215	181	12	(	(	PUNCT
easat-7215	181	13	-12.8	-12.8	NOUN
easat-7215	181	14	%	%	NOUN
easat-7215	181	15	)	)	PUNCT
easat-7215	181	16	2023	2023	NUM
easat-7215	181	17	192	192	NUM
easat-7215	181	18	172	172	NUM
easat-7215	181	19	20	20	NUM
easat-7215	181	20	(	(	PUNCT
easat-7215	181	21	10.4	10.4	NUM
easat-7215	181	22	%	%	NOUN
easat-7215	181	23	)	)	PUNCT
easat-7215	181	24	2024	2024	NUM
easat-7215	181	25	175	175	NUM
easat-7215	181	26	171	171	NUM
easat-7215	181	27	4	4	NUM
easat-7215	181	28	(	(	PUNCT
easat-7215	181	29	2.2	2.2	NUM
easat-7215	181	30	%	%	NOUN
easat-7215	181	31	)	)	PUNCT
easat-7215	181	32	total	total	VERB
easat-7215	181	33	2,110	2,110	NUM
easat-7215	181	34	2,092	2,092	NUM
easat-7215	181	35	5.3	5.3	NUM
easat-7215	181	36	.	.	PUNCT
easat-7215	182	1	estimation	estimation	NOUN
easat-7215	182	2	of	of	ADP
easat-7215	182	3	rtis	rtis	NOUN
easat-7215	182	4	using	use	VERB
easat-7215	182	5	equation	equation	NOUN
easat-7215	182	6	(	(	PUNCT
easat-7215	182	7	6	6	NUM
easat-7215	182	8	)	)	PUNCT
easat-7215	182	9	and	and	CCONJ
easat-7215	182	10	the	the	DET
easat-7215	182	11	mlr	mlr	NOUN
easat-7215	182	12	method	method	NOUN
easat-7215	182	13	,	,	PUNCT
easat-7215	182	14	we	we	PRON
easat-7215	182	15	obtain	obtain	VERB
easat-7215	182	16	the	the	DET
easat-7215	182	17	mathematical	mathematical	ADJ
easat-7215	182	18	expression	expression	NOUN
easat-7215	182	19	as	as	SCONJ
easat-7215	182	20	follows	follow	VERB
easat-7215	182	21	in	in	ADP
easat-7215	182	22	(	(	PUNCT
easat-7215	182	23	11	11	NUM
easat-7215	182	24	)	)	PUNCT
easat-7215	182	25	.	.	PUNCT
easat-7215	183	1	i=	i=	PROPN
easat-7215	183	2	𝑒296.4𝑉−1.95𝑃−17.69	𝑒296.4𝑉−1.95𝑃−17.69	PROPN
easat-7215	183	3	(	(	PUNCT
easat-7215	183	4	11	11	NUM
easat-7215	183	5	)	)	PUNCT
easat-7215	183	6	the	the	DET
easat-7215	183	7	values	value	NOUN
easat-7215	183	8	of	of	ADP
easat-7215	183	9	𝐼	𝐼	PROPN
easat-7215	183	10	represent	represent	VERB
easat-7215	183	11	the	the	DET
easat-7215	183	12	estimate	estimate	NOUN
easat-7215	183	13	of	of	ADP
easat-7215	183	14	road	road	NOUN
easat-7215	183	15	traffic	traffic	NOUN
easat-7215	183	16	injuries	injury	NOUN
easat-7215	183	17	(	(	PUNCT
easat-7215	183	18	i	i	NOUN
easat-7215	183	19	)	)	PUNCT
easat-7215	183	20	,	,	PUNCT
easat-7215	183	21	which	which	PRON
easat-7215	183	22	are	be	AUX
easat-7215	183	23	evaluated	evaluate	VERB
easat-7215	183	24	by	by	ADP
easat-7215	183	25	equation	equation	NOUN
easat-7215	183	26	(	(	PUNCT
easat-7215	183	27	11	11	NUM
easat-7215	183	28	)	)	PUNCT
easat-7215	183	29	,	,	PUNCT
easat-7215	183	30	and	and	CCONJ
easat-7215	183	31	are	be	AUX
easat-7215	183	32	presented	present	VERB
easat-7215	183	33	in	in	ADP
easat-7215	183	34	table	table	NOUN
easat-7215	183	35	4	4	NUM
easat-7215	183	36	.	.	PUNCT
easat-7215	183	37	from	from	ADP
easat-7215	183	38	the	the	DET
easat-7215	183	39	simulation	simulation	NOUN
easat-7215	183	40	results	result	NOUN
easat-7215	183	41	,	,	PUNCT
easat-7215	183	42	it	it	PRON
easat-7215	183	43	is	be	AUX
easat-7215	183	44	noted	note	VERB
easat-7215	183	45	that	that	SCONJ
easat-7215	183	46	in	in	ADP
easat-7215	183	47	almost	almost	ADV
easat-7215	183	48	all	all	PRON
easat-7215	183	49	years	year	NOUN
easat-7215	183	50	of	of	ADP
easat-7215	183	51	the	the	DET
easat-7215	183	52	study	study	NOUN
easat-7215	183	53	period	period	NOUN
easat-7215	183	54	,	,	PUNCT
easat-7215	183	55	the	the	DET
easat-7215	183	56	actual	actual	ADJ
easat-7215	183	57	number	number	NOUN
easat-7215	183	58	of	of	ADP
easat-7215	183	59	injuries	injury	NOUN
easat-7215	183	60	was	be	AUX
easat-7215	183	61	lower	low	ADJ
easat-7215	183	62	than	than	ADP
easat-7215	183	63	the	the	DET
easat-7215	183	64	predicted	predict	VERB
easat-7215	183	65	number	number	NOUN
easat-7215	183	66	of	of	ADP
easat-7215	183	67	injuries	injury	NOUN
easat-7215	183	68	.	.	PUNCT
easat-7215	184	1	the	the	DET
easat-7215	184	2	difference	difference	NOUN
easat-7215	184	3	between	between	ADP
easat-7215	184	4	actual	actual	ADJ
easat-7215	184	5	and	and	CCONJ
easat-7215	184	6	predicted	predict	VERB
easat-7215	184	7	values	value	NOUN
easat-7215	184	8	in	in	ADP
easat-7215	184	9	the	the	DET
easat-7215	184	10	number	number	NOUN
easat-7215	184	11	of	of	ADP
easat-7215	184	12	injury	injury	NOUN
easat-7215	184	13	cases	case	NOUN
easat-7215	184	14	is	be	AUX
easat-7215	184	15	similar	similar	ADJ
easat-7215	184	16	to	to	ADP
easat-7215	184	17	the	the	DET
easat-7215	184	18	case	case	NOUN
easat-7215	184	19	of	of	ADP
easat-7215	184	20	fatalities	fatality	NOUN
easat-7215	184	21	cases	case	NOUN
easat-7215	184	22	.	.	PUNCT
easat-7215	185	1	according	accord	VERB
easat-7215	185	2	to	to	ADP
easat-7215	185	3	the	the	DET
easat-7215	185	4	same	same	ADJ
easat-7215	185	5	reason	reason	NOUN
easat-7215	185	6	of	of	ADP
easat-7215	185	7	the	the	DET
easat-7215	185	8	case	case	NOUN
easat-7215	185	9	of	of	ADP
easat-7215	185	10	fatalities	fatality	NOUN
easat-7215	185	11	,	,	PUNCT
easat-7215	185	12	this	this	PRON
easat-7215	185	13	may	may	AUX
easat-7215	185	14	be	be	AUX
easat-7215	185	15	related	relate	VERB
easat-7215	185	16	to	to	ADP
easat-7215	185	17	the	the	DET
easat-7215	185	18	fact	fact	NOUN
easat-7215	185	19	that	that	SCONJ
easat-7215	185	20	despite	despite	SCONJ
easat-7215	185	21	the	the	DET
easat-7215	185	22	increase	increase	NOUN
easat-7215	185	23	in	in	ADP
easat-7215	185	24	the	the	DET
easat-7215	185	25	number	number	NOUN
easat-7215	185	26	of	of	ADP
easat-7215	185	27	vehicles	vehicle	NOUN
easat-7215	185	28	and	and	CCONJ
easat-7215	185	29	the	the	DET
easat-7215	185	30	decrease	decrease	NOUN
easat-7215	185	31	in	in	ADP
easat-7215	185	32	population	population	NOUN
easat-7215	185	33	projections	projection	NOUN
easat-7215	185	34	,	,	PUNCT
easat-7215	185	35	traffic	traffic	NOUN
easat-7215	185	36	1552	1552	NUM
easat-7215	185	37	edelweiss	edelweiss	PROPN
easat-7215	185	38	applied	apply	VERB
easat-7215	185	39	science	science	NOUN
easat-7215	185	40	and	and	CCONJ
easat-7215	185	41	technology	technology	NOUN
easat-7215	185	42	issn	issn	PROPN
easat-7215	185	43	:	:	PUNCT
easat-7215	185	44	2576	2576	NUM
easat-7215	185	45	-	-	SYM
easat-7215	185	46	8484	8484	NUM
easat-7215	185	47	vol	vol	NOUN
easat-7215	185	48	.	.	PROPN
easat-7215	186	1	9	9	NUM
easat-7215	186	2	,	,	PUNCT
easat-7215	186	3	no	no	INTJ
easat-7215	186	4	.	.	NOUN
easat-7215	186	5	5	5	NUM
easat-7215	186	6	:	:	SYM
easat-7215	186	7	1545	1545	NUM
easat-7215	186	8	-	-	SYM
easat-7215	186	9	1556	1556	NUM
easat-7215	186	10	,	,	PUNCT
easat-7215	186	11	2025	2025	NUM
easat-7215	186	12	doi	doi	NOUN
easat-7215	186	13	:	:	PUNCT
easat-7215	186	14	10.55214/25768484.v9i5.7215	10.55214/25768484.v9i5.7215	NUM
easat-7215	186	15	©	©	PROPN
easat-7215	186	16	2025	2025	NUM
easat-7215	186	17	by	by	ADP
easat-7215	186	18	the	the	DET
easat-7215	186	19	authors	author	NOUN
easat-7215	186	20	;	;	PUNCT
easat-7215	186	21	licensee	licensee	PROPN
easat-7215	186	22	learning	learning	PROPN
easat-7215	186	23	gate	gate	PROPN
easat-7215	186	24	management	management	NOUN
easat-7215	186	25	has	have	AUX
easat-7215	186	26	been	be	AUX
easat-7215	186	27	quite	quite	ADV
easat-7215	186	28	efficient	efficient	ADJ
easat-7215	186	29	by	by	ADP
easat-7215	186	30	the	the	DET
easat-7215	186	31	relevant	relevant	ADJ
easat-7215	186	32	authorities	authority	NOUN
easat-7215	186	33	.	.	PUNCT
easat-7215	187	1	moreover	moreover	ADV
easat-7215	187	2	,	,	PUNCT
easat-7215	187	3	on	on	ADP
easat-7215	187	4	average	average	ADJ
easat-7215	187	5	,	,	PUNCT
easat-7215	187	6	the	the	DET
easat-7215	187	7	expected	expect	VERB
easat-7215	187	8	number	number	NOUN
easat-7215	187	9	of	of	ADP
easat-7215	187	10	injured	injure	VERB
easat-7215	187	11	estimated	estimate	VERB
easat-7215	187	12	by	by	ADP
easat-7215	187	13	the	the	DET
easat-7215	187	14	andreassen	andreassen	NOUN
easat-7215	187	15	formula	formula	NOUN
easat-7215	187	16	is	be	AUX
easat-7215	187	17	2101.6	2101.6	NUM
easat-7215	187	18	per	per	ADP
easat-7215	187	19	year	year	NOUN
easat-7215	187	20	,	,	PUNCT
easat-7215	187	21	a	a	DET
easat-7215	187	22	result	result	NOUN
easat-7215	187	23	which	which	PRON
easat-7215	187	24	is	be	AUX
easat-7215	187	25	close	close	ADJ
easat-7215	187	26	to	to	ADP
easat-7215	187	27	the	the	DET
easat-7215	187	28	average	average	NOUN
easat-7215	187	29	of	of	ADP
easat-7215	187	30	the	the	DET
easat-7215	187	31	actual	actual	ADJ
easat-7215	187	32	injured	injured	ADJ
easat-7215	187	33	number	number	NOUN
easat-7215	187	34	.	.	PUNCT
easat-7215	188	1	table	table	NOUN
easat-7215	188	2	4	4	NUM
easat-7215	188	3	.	.	PUNCT
easat-7215	189	1	simulation	simulation	NOUN
easat-7215	189	2	results	result	VERB
easat-7215	189	3	on	on	ADP
easat-7215	189	4	estimated	estimate	VERB
easat-7215	189	5	rtis	rtis	NOUN
easat-7215	189	6	referred	refer	VERB
easat-7215	189	7	to	to	ADP
easat-7215	189	8	the	the	DET
easat-7215	189	9	nonlinear	nonlinear	ADJ
easat-7215	189	10	regression	regression	NOUN
easat-7215	189	11	model	model	NOUN
easat-7215	189	12	.	.	PUNCT
easat-7215	190	1	year	year	NOUN
easat-7215	190	2	no	no	PROPN
easat-7215	190	3	of	of	ADP
easat-7215	190	4	injures	injure	NOUN
easat-7215	190	5	(	(	PUNCT
easat-7215	190	6	i	i	NOUN
easat-7215	190	7	)	)	PUNCT
easat-7215	190	8	estimated	estimate	VERB
easat-7215	190	9	�	�	PROPN
easat-7215	190	10	̃	̃	PROPN
easat-7215	190	11	�	�	PROPN
easat-7215	190	12	error	error	NOUN
easat-7215	190	13	(	(	PUNCT
easat-7215	190	14	%	%	INTJ
easat-7215	190	15	)	)	PUNCT
easat-7215	190	16	2015	2015	NUM
easat-7215	190	17	2,422	2,422	NUM
easat-7215	190	18	2,839	2,839	NUM
easat-7215	190	19	417	417	NUM
easat-7215	190	20	(	(	PUNCT
easat-7215	190	21	17.20	17.20	NUM
easat-7215	190	22	%	%	NOUN
easat-7215	190	23	)	)	PUNCT
easat-7215	190	24	2016	2016	NUM
easat-7215	190	25	2,509	2,509	NUM
easat-7215	190	26	2,511	2,511	NUM
easat-7215	190	27	2	2	NUM
easat-7215	190	28	(	(	PUNCT
easat-7215	190	29	0.007	0.007	NUM
easat-7215	190	30	%	%	NOUN
easat-7215	190	31	)	)	PUNCT
easat-7215	190	32	2017	2017	NUM
easat-7215	190	33	2,389	2,389	NUM
easat-7215	190	34	2,151	2,151	NUM
easat-7215	190	35	-238	-238	NUM
easat-7215	190	36	(	(	PUNCT
easat-7215	190	37	-9.96	-9.96	NUM
easat-7215	190	38	%	%	NOUN
easat-7215	190	39	)	)	PUNCT
easat-7215	190	40	2018	2018	NUM
easat-7215	190	41	2,078	2,078	NUM
easat-7215	190	42	2,022	2,022	NUM
easat-7215	190	43	-56	-56	PUNCT
easat-7215	190	44	(	(	PUNCT
easat-7215	190	45	-2.69	-2.69	NOUN
easat-7215	190	46	%	%	NOUN
easat-7215	190	47	)	)	PUNCT
easat-7215	190	48	2019	2019	NUM
easat-7215	190	49	1,817	1,817	NUM
easat-7215	190	50	2,149	2,149	NUM
easat-7215	190	51	332	332	NUM
easat-7215	190	52	(	(	PUNCT
easat-7215	190	53	18.27	18.27	NUM
easat-7215	190	54	%	%	NOUN
easat-7215	190	55	)	)	PUNCT
easat-7215	190	56	2020	2020	NUM
easat-7215	190	57	1,417	1,417	NUM
easat-7215	190	58	2,006	2,006	NUM
easat-7215	190	59	589	589	NUM
easat-7215	190	60	(	(	PUNCT
easat-7215	190	61	41.50	41.50	NUM
easat-7215	190	62	%	%	NOUN
easat-7215	190	63	)	)	PUNCT
easat-7215	190	64	2021	2021	NUM
easat-7215	190	65	1,663	1,663	NUM
easat-7215	190	66	1,913	1,913	NUM
easat-7215	190	67	250	250	NUM
easat-7215	190	68	(	(	PUNCT
easat-7215	190	69	15.03	15.03	NUM
easat-7215	190	70	%	%	NOUN
easat-7215	190	71	)	)	PUNCT
easat-7215	190	72	2022	2022	NUM
easat-7215	190	73	1,435	1,435	NUM
easat-7215	190	74	1,896	1,896	NUM
easat-7215	190	75	461	461	NUM
easat-7215	190	76	(	(	PUNCT
easat-7215	190	77	32.12	32.12	NUM
easat-7215	190	78	%	%	NOUN
easat-7215	190	79	)	)	PUNCT
easat-7215	190	80	2023	2023	NUM
easat-7215	190	81	1,539	1,539	NUM
easat-7215	190	82	1,760	1,760	NUM
easat-7215	190	83	221	221	NUM
easat-7215	190	84	(	(	PUNCT
easat-7215	190	85	14.35	14.35	NUM
easat-7215	190	86	%	%	NOUN
easat-7215	190	87	)	)	PUNCT
easat-7215	190	88	2024	2024	NUM
easat-7215	190	89	2,080	2,080	NUM
easat-7215	190	90	1,769	1,769	NUM
easat-7215	190	91	-311	-311	PROPN
easat-7215	190	92	(	(	PUNCT
easat-7215	190	93	-14.95	-14.95	PROPN
easat-7215	190	94	%	%	NOUN
easat-7215	190	95	)	)	PUNCT
easat-7215	190	96	total	total	NOUN
easat-7215	190	97	19,349	19,349	NUM
easat-7215	190	98	21,016	21,016	NUM
easat-7215	190	99	6	6	NUM
easat-7215	190	100	.	.	PUNCT
easat-7215	191	1	validation	validation	NOUN
easat-7215	191	2	of	of	ADP
easat-7215	191	3	the	the	DET
easat-7215	191	4	model	model	NOUN
easat-7215	191	5	the	the	DET
easat-7215	191	6	nonlinear	nonlinear	ADJ
easat-7215	191	7	regression	regression	NOUN
easat-7215	191	8	models	model	NOUN
easat-7215	191	9	presented	present	VERB
easat-7215	191	10	in	in	ADP
easat-7215	191	11	the	the	DET
easat-7215	191	12	equations	equation	NOUN
easat-7215	191	13	above	above	ADV
easat-7215	191	14	were	be	AUX
easat-7215	191	15	estimated	estimate	VERB
easat-7215	191	16	for	for	ADP
easat-7215	191	17	the	the	DET
easat-7215	191	18	three	three	NUM
easat-7215	191	19	variables	variable	NOUN
easat-7215	191	20	rtcs	rtcs	NOUN
easat-7215	191	21	,	,	PUNCT
easat-7215	191	22	rtfs	rtfs	PROPN
easat-7215	191	23	,	,	PUNCT
easat-7215	191	24	and	and	CCONJ
easat-7215	191	25	rtis	rtis	NOUN
easat-7215	191	26	,	,	PUNCT
easat-7215	191	27	respectively	respectively	ADV
easat-7215	191	28	.	.	PUNCT
easat-7215	192	1	the	the	DET
easat-7215	192	2	estimated	estimate	VERB
easat-7215	192	3	coefficients	coefficient	NOUN
easat-7215	192	4	and	and	CCONJ
easat-7215	192	5	statistics	statistic	NOUN
easat-7215	192	6	are	be	AUX
easat-7215	192	7	given	give	VERB
easat-7215	192	8	in	in	ADP
easat-7215	192	9	table	table	NOUN
easat-7215	192	10	5	5	NUM
easat-7215	192	11	.	.	PUNCT
easat-7215	192	12	from	from	ADP
easat-7215	192	13	the	the	DET
easat-7215	192	14	simulation	simulation	NOUN
easat-7215	192	15	results	result	NOUN
easat-7215	192	16	included	include	VERB
easat-7215	192	17	,	,	PUNCT
easat-7215	192	18	the	the	DET
easat-7215	192	19	estimated	estimate	VERB
easat-7215	192	20	coefficients	coefficient	NOUN
easat-7215	192	21	(	(	PUNCT
easat-7215	192	22	𝛽0	𝛽0	NOUN
easat-7215	192	23	,	,	PUNCT
easat-7215	192	24	𝛽1	𝛽1	NOUN
easat-7215	192	25	,	,	PUNCT
easat-7215	192	26	𝛽2	𝛽2	PROPN
easat-7215	192	27	)	)	PUNCT
easat-7215	192	28	,	,	PUNCT
easat-7215	192	29	standard	standard	ADJ
easat-7215	192	30	error	error	NOUN
easat-7215	192	31	,	,	PUNCT
easat-7215	192	32	and	and	CCONJ
easat-7215	192	33	t	t	NOUN
easat-7215	192	34	-	-	PUNCT
easat-7215	192	35	test	test	NOUN
easat-7215	192	36	values	value	NOUN
easat-7215	192	37	for	for	ADP
easat-7215	192	38	the	the	DET
easat-7215	192	39	rtcs	rtcs	NOUN
easat-7215	192	40	and	and	CCONJ
easat-7215	192	41	rtis	rtis	ADJ
easat-7215	192	42	coefficients	coefficient	NOUN
easat-7215	192	43	are	be	AUX
easat-7215	192	44	almost	almost	ADV
easat-7215	192	45	equal	equal	ADJ
easat-7215	192	46	.	.	PUNCT
easat-7215	193	1	all	all	DET
easat-7215	193	2	parameters	parameter	NOUN
easat-7215	193	3	are	be	AUX
easat-7215	193	4	very	very	ADV
easat-7215	193	5	significant	significant	ADJ
easat-7215	193	6	.	.	PUNCT
easat-7215	194	1	table	table	NOUN
easat-7215	194	2	5	5	NUM
easat-7215	194	3	.	.	PUNCT
easat-7215	195	1	regression	regression	NOUN
easat-7215	195	2	results	result	NOUN
easat-7215	195	3	:	:	PUNCT
easat-7215	195	4	coefficients	coefficient	NOUN
easat-7215	195	5	(	(	PUNCT
easat-7215	195	6	𝛽0	𝛽0	NOUN
easat-7215	195	7	,	,	PUNCT
easat-7215	195	8	𝛽1	𝛽1	NOUN
easat-7215	195	9	,	,	PUNCT
easat-7215	195	10	𝛽2	𝛽2	PROPN
easat-7215	195	11	)	)	PUNCT
easat-7215	195	12	.	.	PUNCT
easat-7215	196	1	coefficient	coefficient	PROPN
easat-7215	196	2	𝜷𝟎	𝜷𝟎	PROPN
easat-7215	196	3	coefficient	coefficient	PROPN
easat-7215	196	4	𝜷𝟏	𝜷𝟏	NOUN
easat-7215	196	5	coefficient	coefficient	NOUN
easat-7215	196	6	𝜷𝟐	𝜷𝟐	NOUN
easat-7215	196	7	estimated	estimate	VERB
easat-7215	196	8	standard	standard	ADJ
easat-7215	196	9	error	error	NOUN
easat-7215	196	10	t	t	NOUN
easat-7215	196	11	-	-	PUNCT
easat-7215	196	12	test	test	NOUN
easat-7215	196	13	estimated	estimate	VERB
easat-7215	196	14	standard	standard	ADJ
easat-7215	196	15	error	error	NOUN
easat-7215	196	16	t	t	NOUN
easat-7215	196	17	-	-	PUNCT
easat-7215	196	18	test	test	NOUN
easat-7215	196	19	estimated	estimate	VERB
easat-7215	196	20	standard	standard	ADJ
easat-7215	196	21	error	error	NOUN
easat-7215	196	22	t	t	NOUN
easat-7215	196	23	-	-	PUNCT
easat-7215	196	24	test	test	NOUN
easat-7215	196	25	rtcs	rtcs	NOUN
easat-7215	196	26	245.30	245.30	NUM
easat-7215	196	27	262.07	262.07	NUM
easat-7215	196	28	0.93	0.93	NUM
easat-7215	196	29	-1.73	-1.73	NUM
easat-7215	196	30	1.21	1.21	NUM
easat-7215	196	31	-1.43	-1.43	NUM
easat-7215	196	32	14.45	14.45	NUM
easat-7215	196	33	16.58	16.58	NUM
easat-7215	196	34	-0.87	-0.87	NUM
easat-7215	196	35	rtfs	rtfs	PROPN
easat-7215	196	36	201.91	201.91	NUM
easat-7215	196	37	133.12	133.12	NUM
easat-7215	196	38	1.51	1.51	NUM
easat-7215	196	39	-1.60	-1.60	NUM
easat-7215	196	40	0.61	0.61	NUM
easat-7215	196	41	-2.59	-2.59	NOUN
easat-7215	196	42	-11.80	-11.80	PROPN
easat-7215	196	43	8.42	8.42	NUM
easat-7215	196	44	-1.40	-1.40	NUM
easat-7215	196	45	rtis	rtis	NOUN
easat-7215	196	46	296.42	296.42	NUM
easat-7215	196	47	284.39	284.39	NUM
easat-7215	196	48	1.04	1.04	NUM
easat-7215	196	49	-1.95	-1.95	NUM
easat-7215	196	50	1.31	1.31	NUM
easat-7215	196	51	-1.48	-1.48	X
easat-7215	196	52	-17.69	-17.69	PROPN
easat-7215	196	53	17.99	17.99	NUM
easat-7215	196	54	-0.98	-0.98	NUM
easat-7215	196	55	from	from	ADP
easat-7215	196	56	table	table	NOUN
easat-7215	196	57	6	6	NUM
easat-7215	196	58	,	,	PUNCT
easat-7215	196	59	it	it	PRON
easat-7215	196	60	is	be	AUX
easat-7215	196	61	found	find	VERB
easat-7215	196	62	that	that	SCONJ
easat-7215	196	63	r	r	NOUN
easat-7215	196	64	-	-	PUNCT
easat-7215	196	65	square	square	ADJ
easat-7215	196	66	coefficients	coefficient	NOUN
easat-7215	196	67	are	be	AUX
easat-7215	196	68	0.67	0.67	NUM
easat-7215	196	69	,	,	PUNCT
easat-7215	196	70	0.89	0.89	NUM
easat-7215	196	71	,	,	PUNCT
easat-7215	196	72	and	and	CCONJ
easat-7215	196	73	0.69	0.69	NUM
easat-7215	196	74	,	,	PUNCT
easat-7215	196	75	respectively	respectively	ADV
easat-7215	196	76	.	.	PUNCT
easat-7215	197	1	data	datum	NOUN
easat-7215	197	2	from	from	ADP
easat-7215	197	3	the	the	DET
easat-7215	197	4	anova	anova	PROPN
easat-7215	197	5	table	table	NOUN
easat-7215	197	6	shows	show	VERB
easat-7215	197	7	that	that	SCONJ
easat-7215	197	8	the	the	DET
easat-7215	197	9	significance	significance	NOUN
easat-7215	197	10	values	value	NOUN
easat-7215	197	11	of	of	ADP
easat-7215	197	12	the	the	DET
easat-7215	197	13	models	model	NOUN
easat-7215	197	14	are	be	AUX
easat-7215	197	15	lower	low	ADJ
easat-7215	197	16	than	than	ADP
easat-7215	197	17	the	the	DET
easat-7215	197	18	significance	significance	NOUN
easat-7215	197	19	level	level	NOUN
easat-7215	197	20	α=0.05	α=0.05	NOUN
easat-7215	197	21	.	.	PUNCT
easat-7215	198	1	moreover	moreover	ADV
easat-7215	198	2	,	,	PUNCT
easat-7215	198	3	since	since	SCONJ
easat-7215	198	4	the	the	DET
easat-7215	198	5	calculated	calculate	VERB
easat-7215	198	6	value	value	NOUN
easat-7215	198	7	of	of	ADP
easat-7215	198	8	f	f	PROPN
easat-7215	198	9	is	be	AUX
easat-7215	198	10	greater	great	ADJ
easat-7215	198	11	than	than	ADP
easat-7215	198	12	f(0.05	f(0.05	PROPN
easat-7215	198	13	;	;	PUNCT
easat-7215	198	14	2,n-3)=4.74	2,n-3)=4.74	NUM
easat-7215	198	15	,	,	PUNCT
easat-7215	198	16	this	this	PRON
easat-7215	198	17	requires	require	VERB
easat-7215	198	18	the	the	DET
easat-7215	198	19	rejection	rejection	NOUN
easat-7215	198	20	of	of	ADP
easat-7215	198	21	h0	h0	NOUN
easat-7215	198	22	,	,	PUNCT
easat-7215	198	23	accepting	accept	VERB
easat-7215	198	24	that	that	SCONJ
easat-7215	198	25	the	the	DET
easat-7215	198	26	test	test	NOUN
easat-7215	198	27	is	be	AUX
easat-7215	198	28	significant	significant	ADJ
easat-7215	198	29	at	at	ADP
easat-7215	198	30	the	the	DET
easat-7215	198	31	5	5	NUM
easat-7215	198	32	%	%	NOUN
easat-7215	198	33	accuracy	accuracy	NOUN
easat-7215	198	34	level	level	NOUN
easat-7215	198	35	.	.	PUNCT
easat-7215	199	1	it	it	PRON
easat-7215	199	2	can	can	AUX
easat-7215	199	3	be	be	AUX
easat-7215	199	4	concluded	conclude	VERB
easat-7215	199	5	that	that	SCONJ
easat-7215	199	6	the	the	DET
easat-7215	199	7	developed	develop	VERB
easat-7215	199	8	models	model	NOUN
easat-7215	199	9	with	with	ADP
easat-7215	199	10	two	two	NUM
easat-7215	199	11	independent	independent	ADJ
easat-7215	199	12	variables	variable	NOUN
easat-7215	199	13	(	(	PUNCT
easat-7215	199	14	v	v	NOUN
easat-7215	199	15	)	)	PUNCT
easat-7215	199	16	and	and	CCONJ
easat-7215	199	17	(	(	PUNCT
easat-7215	199	18	p	p	X
easat-7215	199	19	)	)	PUNCT
easat-7215	199	20	that	that	PRON
easat-7215	199	21	predict	predict	VERB
easat-7215	199	22	the	the	DET
easat-7215	199	23	number	number	NOUN
easat-7215	199	24	of	of	ADP
easat-7215	199	25	road	road	NOUN
easat-7215	199	26	traffic	traffic	NOUN
easat-7215	199	27	accidents	accident	NOUN
easat-7215	199	28	are	be	AUX
easat-7215	199	29	good	good	ADJ
easat-7215	199	30	,	,	PUNCT
easat-7215	199	31	recommending	recommend	VERB
easat-7215	199	32	that	that	SCONJ
easat-7215	199	33	the	the	DET
easat-7215	199	34	estimated	estimate	VERB
easat-7215	199	35	nonlinear	nonlinear	ADJ
easat-7215	199	36	regression	regression	NOUN
easat-7215	199	37	models	model	NOUN
easat-7215	199	38	properly	properly	ADV
easat-7215	199	39	fit	fit	VERB
easat-7215	199	40	the	the	DET
easat-7215	199	41	albanian	albanian	ADJ
easat-7215	199	42	case	case	NOUN
easat-7215	199	43	data	datum	NOUN
easat-7215	199	44	referring	refer	VERB
easat-7215	199	45	to	to	ADP
easat-7215	199	46	the	the	DET
easat-7215	199	47	period	period	NOUN
easat-7215	199	48	2015	2015	NUM
easat-7215	199	49	-	-	SYM
easat-7215	199	50	2024	2024	NUM
easat-7215	199	51	.	.	PUNCT
easat-7215	199	52	table	table	NOUN
easat-7215	199	53	6	6	NUM
easat-7215	199	54	.	.	PUNCT
easat-7215	199	55	summary	summary	NOUN
easat-7215	199	56	of	of	ADP
easat-7215	199	57	model	model	NOUN
easat-7215	199	58	statistics	statistic	NOUN
easat-7215	199	59	.	.	PUNCT
easat-7215	200	1	statistic	statistic	VERB
easat-7215	200	2	r	r	NOUN
easat-7215	200	3	-	-	PUNCT
easat-7215	200	4	square	square	ADJ
easat-7215	200	5	standard	standard	ADJ
easat-7215	200	6	error	error	NOUN
easat-7215	200	7	f	f	NOUN
easat-7215	200	8	-	-	PUNCT
easat-7215	200	9	test	test	NOUN
easat-7215	200	10	sig	sig	NOUN
easat-7215	200	11	f	f	NOUN
easat-7215	200	12	rtcs	rtcs	NOUN
easat-7215	200	13	0.67	0.67	NUM
easat-7215	200	14	0.06	0.06	NUM
easat-7215	200	15	4.85	4.85	NUM
easat-7215	200	16	0.004	0.004	NUM
easat-7215	200	17	rtfs	rtfs	NOUN
easat-7215	200	18	0.89	0.89	NUM
easat-7215	200	19	0.08	0.08	NUM
easat-7215	200	20	14.16	14.16	NUM
easat-7215	200	21	0.001	0.001	NUM
easat-7215	200	22	rtis	rtis	NOUN
easat-7215	200	23	0.69	0.69	NUM
easat-7215	200	24	0.09	0.09	NUM
easat-7215	200	25	5.91	5.91	NUM
easat-7215	200	26	0.003	0.003	NUM
easat-7215	200	27	in	in	ADP
easat-7215	200	28	addition	addition	NOUN
easat-7215	200	29	,	,	PUNCT
easat-7215	200	30	from	from	ADP
easat-7215	200	31	the	the	DET
easat-7215	200	32	simulation	simulation	NOUN
easat-7215	200	33	results	result	NOUN
easat-7215	200	34	and	and	CCONJ
easat-7215	200	35	analyses	analysis	NOUN
easat-7215	200	36	used	use	VERB
easat-7215	200	37	in	in	ADP
easat-7215	200	38	the	the	DET
easat-7215	200	39	study	study	NOUN
easat-7215	200	40	,	,	PUNCT
easat-7215	200	41	it	it	PRON
easat-7215	200	42	is	be	AUX
easat-7215	200	43	noted	note	VERB
easat-7215	200	44	that	that	SCONJ
easat-7215	200	45	the	the	DET
easat-7215	200	46	linear	linear	ADJ
easat-7215	200	47	relationship	relationship	NOUN
easat-7215	200	48	between	between	ADP
easat-7215	200	49	the	the	DET
easat-7215	200	50	regressed	regress	VERB
easat-7215	200	51	y	y	PROPN
easat-7215	200	52	and	and	CCONJ
easat-7215	200	53	independent	independent	ADJ
easat-7215	200	54	variables	variable	NOUN
easat-7215	200	55	x1	x1	PROPN
easat-7215	200	56	,	,	PUNCT
easat-7215	200	57	x2	x2	PROPN
easat-7215	200	58	is	be	AUX
easat-7215	200	59	observed	observe	VERB
easat-7215	200	60	.	.	PUNCT
easat-7215	201	1	the	the	DET
easat-7215	201	2	general	general	PROPN
easat-7215	201	3	andreassen	andreassen	PROPN
easat-7215	201	4	’s	’s	PART
easat-7215	201	5	two	two	NUM
easat-7215	201	6	-	-	PUNCT
easat-7215	201	7	variable	variable	NOUN
easat-7215	201	8	prediction	prediction	NOUN
easat-7215	201	9	models	model	NOUN
easat-7215	201	10	of	of	ADP
easat-7215	201	11	rtas	rta	NOUN
easat-7215	201	12	are	be	AUX
easat-7215	201	13	suitable	suitable	ADJ
easat-7215	201	14	for	for	ADP
easat-7215	201	15	predicting	predict	VERB
easat-7215	201	16	the	the	DET
easat-7215	201	17	actual	actual	ADJ
easat-7215	201	18	number	number	NOUN
easat-7215	201	19	of	of	ADP
easat-7215	201	20	1553	1553	NUM
easat-7215	201	21	edelweiss	edelweiss	PROPN
easat-7215	201	22	applied	apply	VERB
easat-7215	201	23	science	science	NOUN
easat-7215	201	24	and	and	CCONJ
easat-7215	201	25	technology	technology	NOUN
easat-7215	201	26	issn	issn	PROPN
easat-7215	201	27	:	:	PUNCT
easat-7215	201	28	2576	2576	NUM
easat-7215	201	29	-	-	SYM
easat-7215	201	30	8484	8484	NUM
easat-7215	201	31	vol	vol	NOUN
easat-7215	201	32	.	.	PROPN
easat-7215	202	1	9	9	NUM
easat-7215	202	2	,	,	PUNCT
easat-7215	202	3	no	no	INTJ
easat-7215	202	4	.	.	NOUN
easat-7215	202	5	5	5	NUM
easat-7215	202	6	:	:	SYM
easat-7215	202	7	1545	1545	NUM
easat-7215	202	8	-	-	SYM
easat-7215	202	9	1556	1556	NUM
easat-7215	202	10	,	,	PUNCT
easat-7215	202	11	2025	2025	NUM
easat-7215	202	12	doi	doi	NOUN
easat-7215	202	13	:	:	PUNCT
easat-7215	202	14	10.55214/25768484.v9i5.7215	10.55214/25768484.v9i5.7215	NUM
easat-7215	202	15	©	©	PROPN
easat-7215	202	16	2025	2025	NUM
easat-7215	202	17	by	by	ADP
easat-7215	202	18	the	the	DET
easat-7215	202	19	authors	author	NOUN
easat-7215	202	20	;	;	PUNCT
easat-7215	202	21	licensee	licensee	PROPN
easat-7215	202	22	learning	learn	VERB
easat-7215	202	23	gate	gate	NOUN
easat-7215	202	24	accident	accident	NOUN
easat-7215	202	25	cases	case	NOUN
easat-7215	202	26	,	,	PUNCT
easat-7215	202	27	fatalities	fatality	NOUN
easat-7215	202	28	,	,	PUNCT
easat-7215	202	29	and	and	CCONJ
easat-7215	202	30	injuries	injury	NOUN
easat-7215	202	31	in	in	ADP
easat-7215	202	32	albania	albania	PROPN
easat-7215	202	33	.	.	PUNCT
easat-7215	203	1	an	an	DET
easat-7215	203	2	important	important	ADJ
easat-7215	203	3	benefit	benefit	NOUN
easat-7215	203	4	of	of	ADP
easat-7215	203	5	the	the	DET
easat-7215	203	6	developed	develop	VERB
easat-7215	203	7	models	model	NOUN
easat-7215	203	8	is	be	AUX
easat-7215	203	9	that	that	SCONJ
easat-7215	203	10	they	they	PRON
easat-7215	203	11	can	can	AUX
easat-7215	203	12	be	be	AUX
easat-7215	203	13	used	use	VERB
easat-7215	203	14	to	to	PART
easat-7215	203	15	estimate	estimate	VERB
easat-7215	203	16	accidents	accident	NOUN
easat-7215	203	17	for	for	ADP
easat-7215	203	18	the	the	DET
easat-7215	203	19	future	future	NOUN
easat-7215	203	20	.	.	PUNCT
easat-7215	204	1	7	7	X
easat-7215	204	2	.	.	X
easat-7215	204	3	conclusion	conclusion	NOUN
easat-7215	204	4	in	in	ADP
easat-7215	204	5	many	many	ADJ
easat-7215	204	6	scientific	scientific	ADJ
easat-7215	204	7	types	type	NOUN
easat-7215	204	8	of	of	ADP
easat-7215	204	9	research	research	NOUN
easat-7215	204	10	of	of	ADP
easat-7215	204	11	recent	recent	ADJ
easat-7215	204	12	years	year	NOUN
easat-7215	204	13	,	,	PUNCT
easat-7215	204	14	the	the	DET
easat-7215	204	15	statistics	statistic	NOUN
easat-7215	204	16	of	of	ADP
easat-7215	204	17	trend	trend	NOUN
easat-7215	204	18	in	in	ADP
easat-7215	204	19	road	road	NOUN
easat-7215	204	20	traffic	traffic	NOUN
easat-7215	204	21	accidents	accident	NOUN
easat-7215	204	22	in	in	ADP
easat-7215	204	23	a	a	DET
easat-7215	204	24	huge	huge	ADJ
easat-7215	204	25	number	number	NOUN
easat-7215	204	26	of	of	ADP
easat-7215	204	27	populations	population	NOUN
easat-7215	204	28	worldwide	worldwide	ADV
easat-7215	204	29	strongly	strongly	ADV
easat-7215	204	30	highlight	highlight	VERB
easat-7215	204	31	the	the	DET
easat-7215	204	32	fact	fact	NOUN
easat-7215	204	33	of	of	ADP
easat-7215	204	34	a	a	DET
easat-7215	204	35	dramatically	dramatically	ADV
easat-7215	204	36	increasing	increase	VERB
easat-7215	204	37	trend	trend	NOUN
easat-7215	204	38	in	in	ADP
easat-7215	204	39	the	the	DET
easat-7215	204	40	rate	rate	NOUN
easat-7215	204	41	of	of	ADP
easat-7215	204	42	rtas	rta	NOUN
easat-7215	204	43	,	,	PUNCT
easat-7215	204	44	including	include	VERB
easat-7215	204	45	albania	albania	PROPN
easat-7215	204	46	[	[	X
easat-7215	204	47	14	14	NUM
easat-7215	204	48	,	,	PUNCT
easat-7215	204	49	44	44	NUM
easat-7215	204	50	-	-	SYM
easat-7215	204	51	46	46	NUM
easat-7215	204	52	]	]	PUNCT
easat-7215	204	53	.	.	PUNCT
easat-7215	205	1	this	this	DET
easat-7215	205	2	research	research	NOUN
easat-7215	205	3	aims	aim	VERB
easat-7215	205	4	to	to	PART
easat-7215	205	5	provide	provide	VERB
easat-7215	205	6	an	an	DET
easat-7215	205	7	overview	overview	NOUN
easat-7215	205	8	of	of	ADP
easat-7215	205	9	road	road	NOUN
easat-7215	205	10	traffic	traffic	NOUN
easat-7215	205	11	accident	accident	NOUN
easat-7215	205	12	statistics	statistic	NOUN
easat-7215	205	13	in	in	ADP
easat-7215	205	14	our	our	PRON
easat-7215	205	15	country	country	NOUN
easat-7215	205	16	using	use	VERB
easat-7215	205	17	data	datum	NOUN
easat-7215	205	18	from	from	ADP
easat-7215	205	19	2015	2015	NUM
easat-7215	205	20	to	to	ADP
easat-7215	205	21	2024	2024	NUM
easat-7215	205	22	to	to	PART
easat-7215	205	23	analyze	analyze	VERB
easat-7215	205	24	the	the	DET
easat-7215	205	25	current	current	ADJ
easat-7215	205	26	situation	situation	NOUN
easat-7215	205	27	and	and	CCONJ
easat-7215	205	28	future	future	ADJ
easat-7215	205	29	projections	projection	NOUN
easat-7215	205	30	.	.	PUNCT
easat-7215	206	1	it	it	PRON
easat-7215	206	2	is	be	AUX
easat-7215	206	3	observed	observe	VERB
easat-7215	206	4	that	that	SCONJ
easat-7215	206	5	the	the	DET
easat-7215	206	6	number	number	NOUN
easat-7215	206	7	of	of	ADP
easat-7215	206	8	road	road	NOUN
easat-7215	206	9	traffic	traffic	NOUN
easat-7215	206	10	accidents	accident	NOUN
easat-7215	206	11	continues	continue	VERB
easat-7215	206	12	to	to	PART
easat-7215	206	13	be	be	AUX
easat-7215	206	14	problematic	problematic	ADJ
easat-7215	206	15	,	,	PUNCT
easat-7215	206	16	given	give	VERB
easat-7215	206	17	the	the	DET
easat-7215	206	18	decreasing	decrease	VERB
easat-7215	206	19	population	population	NOUN
easat-7215	206	20	in	in	ADP
easat-7215	206	21	our	our	PRON
easat-7215	206	22	country	country	NOUN
easat-7215	206	23	and	and	CCONJ
easat-7215	206	24	the	the	DET
easat-7215	206	25	increasing	increase	VERB
easat-7215	206	26	level	level	NOUN
easat-7215	206	27	of	of	ADP
easat-7215	206	28	motorization	motorization	NOUN
easat-7215	206	29	.	.	PUNCT
easat-7215	207	1	despite	despite	SCONJ
easat-7215	207	2	the	the	DET
easat-7215	207	3	measures	measure	NOUN
easat-7215	207	4	taken	take	VERB
easat-7215	207	5	and	and	CCONJ
easat-7215	207	6	the	the	DET
easat-7215	207	7	progress	progress	NOUN
easat-7215	207	8	achieved	achieve	VERB
easat-7215	207	9	in	in	ADP
easat-7215	207	10	the	the	DET
easat-7215	207	11	field	field	NOUN
easat-7215	207	12	of	of	ADP
easat-7215	207	13	road	road	NOUN
easat-7215	207	14	infrastructure	infrastructure	NOUN
easat-7215	207	15	,	,	PUNCT
easat-7215	207	16	there	there	PRON
easat-7215	207	17	is	be	VERB
easat-7215	207	18	still	still	ADV
easat-7215	207	19	work	work	ADJ
easat-7215	207	20	to	to	PART
easat-7215	207	21	be	be	AUX
easat-7215	207	22	done	do	VERB
easat-7215	207	23	in	in	ADP
easat-7215	207	24	this	this	DET
easat-7215	207	25	sector	sector	NOUN
easat-7215	207	26	.	.	PUNCT
easat-7215	208	1	road	road	NOUN
easat-7215	208	2	safety	safety	NOUN
easat-7215	208	3	remains	remain	VERB
easat-7215	208	4	a	a	DET
easat-7215	208	5	major	major	ADJ
easat-7215	208	6	issue	issue	NOUN
easat-7215	208	7	for	for	ADP
easat-7215	208	8	the	the	DET
easat-7215	208	9	public	public	ADJ
easat-7215	208	10	health	health	NOUN
easat-7215	208	11	sector	sector	NOUN
easat-7215	208	12	in	in	ADP
easat-7215	208	13	our	our	PRON
easat-7215	208	14	country	country	NOUN
easat-7215	208	15	,	,	PUNCT
easat-7215	208	16	as	as	SCONJ
easat-7215	208	17	it	it	PRON
easat-7215	208	18	is	be	AUX
easat-7215	208	19	noted	note	VERB
easat-7215	208	20	that	that	SCONJ
easat-7215	208	21	the	the	DET
easat-7215	208	22	number	number	NOUN
easat-7215	208	23	of	of	ADP
easat-7215	208	24	road	road	NOUN
easat-7215	208	25	traffic	traffic	NOUN
easat-7215	208	26	accidents	accident	NOUN
easat-7215	208	27	with	with	ADP
easat-7215	208	28	minor	minor	ADJ
easat-7215	208	29	or	or	CCONJ
easat-7215	208	30	serious	serious	ADJ
easat-7215	208	31	injuries	injury	NOUN
easat-7215	208	32	has	have	AUX
easat-7215	208	33	increased	increase	VERB
easat-7215	208	34	significantly	significantly	ADV
easat-7215	208	35	over	over	ADP
easat-7215	208	36	the	the	DET
easat-7215	208	37	last	last	ADJ
easat-7215	208	38	decade	decade	NOUN
easat-7215	208	39	.	.	PUNCT
easat-7215	209	1	road	road	NOUN
easat-7215	209	2	traffic	traffic	NOUN
easat-7215	209	3	accidents	accident	NOUN
easat-7215	209	4	depend	depend	VERB
easat-7215	209	5	on	on	ADP
easat-7215	209	6	parameters	parameter	NOUN
easat-7215	209	7	such	such	ADJ
easat-7215	209	8	as	as	ADP
easat-7215	209	9	the	the	DET
easat-7215	209	10	number	number	NOUN
easat-7215	209	11	of	of	ADP
easat-7215	209	12	vehicles	vehicle	NOUN
easat-7215	209	13	,	,	PUNCT
easat-7215	209	14	their	their	PRON
easat-7215	209	15	quality	quality	NOUN
easat-7215	209	16	,	,	PUNCT
easat-7215	209	17	traffic	traffic	NOUN
easat-7215	209	18	safety	safety	NOUN
easat-7215	209	19	initiatives	initiative	NOUN
easat-7215	209	20	and	and	CCONJ
easat-7215	209	21	regulations	regulation	NOUN
easat-7215	209	22	,	,	PUNCT
easat-7215	209	23	and	and	CCONJ
easat-7215	209	24	the	the	DET
easat-7215	209	25	intensity	intensity	NOUN
easat-7215	209	26	of	of	ADP
easat-7215	209	27	enforcement	enforcement	NOUN
easat-7215	209	28	by	by	ADP
easat-7215	209	29	relevant	relevant	ADJ
easat-7215	209	30	authorities	authority	NOUN
easat-7215	209	31	.	.	PUNCT
easat-7215	210	1	the	the	DET
easat-7215	210	2	number	number	NOUN
easat-7215	210	3	of	of	ADP
easat-7215	210	4	vehicles	vehicle	NOUN
easat-7215	210	5	in	in	ADP
easat-7215	210	6	a	a	DET
easat-7215	210	7	country	country	NOUN
easat-7215	210	8	directly	directly	ADV
easat-7215	210	9	affects	affect	VERB
easat-7215	210	10	the	the	DET
easat-7215	210	11	number	number	NOUN
easat-7215	210	12	of	of	ADP
easat-7215	210	13	rtas	rta	NOUN
easat-7215	210	14	,	,	PUNCT
easat-7215	210	15	given	give	VERB
easat-7215	210	16	that	that	SCONJ
easat-7215	210	17	an	an	DET
easat-7215	210	18	increase	increase	NOUN
easat-7215	210	19	in	in	ADP
easat-7215	210	20	the	the	DET
easat-7215	210	21	number	number	NOUN
easat-7215	210	22	of	of	ADP
easat-7215	210	23	vehicles	vehicle	NOUN
easat-7215	210	24	leads	lead	VERB
easat-7215	210	25	to	to	ADP
easat-7215	210	26	higher	high	ADJ
easat-7215	210	27	average	average	ADJ
easat-7215	210	28	traffic	traffic	NOUN
easat-7215	210	29	volumes	volume	NOUN
easat-7215	210	30	[	[	X
easat-7215	210	31	37	37	NUM
easat-7215	210	32	]	]	PUNCT
easat-7215	210	33	.	.	PUNCT
easat-7215	211	1	therefore	therefore	ADV
easat-7215	211	2	,	,	PUNCT
easat-7215	211	3	there	there	PRON
easat-7215	211	4	is	be	VERB
easat-7215	211	5	a	a	DET
easat-7215	211	6	relationship	relationship	NOUN
easat-7215	211	7	between	between	ADP
easat-7215	211	8	rtas	rta	NOUN
easat-7215	211	9	and	and	CCONJ
easat-7215	211	10	the	the	DET
easat-7215	211	11	number	number	NOUN
easat-7215	211	12	of	of	ADP
easat-7215	211	13	vehicle	vehicle	NOUN
easat-7215	211	14	ownership	ownership	NOUN
easat-7215	211	15	and	and	CCONJ
easat-7215	211	16	the	the	DET
easat-7215	211	17	population	population	NOUN
easat-7215	211	18	projections	projection	NOUN
easat-7215	211	19	.	.	PUNCT
easat-7215	212	1	in	in	ADP
easat-7215	212	2	this	this	DET
easat-7215	212	3	study	study	NOUN
easat-7215	212	4	,	,	PUNCT
easat-7215	212	5	this	this	DET
easat-7215	212	6	relation	relation	NOUN
easat-7215	212	7	has	have	AUX
easat-7215	212	8	been	be	AUX
easat-7215	212	9	investigated	investigate	VERB
easat-7215	212	10	and	and	CCONJ
easat-7215	212	11	modeled	model	VERB
easat-7215	212	12	in	in	ADP
easat-7215	212	13	albania	albania	PROPN
easat-7215	212	14	by	by	ADP
easat-7215	212	15	using	use	VERB
easat-7215	212	16	the	the	DET
easat-7215	212	17	adapted	adapt	VERB
easat-7215	212	18	andreassen	andreassen	NOUN
easat-7215	212	19	model	model	NOUN
easat-7215	212	20	forms	form	NOUN
easat-7215	212	21	.	.	PUNCT
easat-7215	213	1	according	accord	VERB
easat-7215	213	2	to	to	ADP
easat-7215	213	3	the	the	DET
easat-7215	213	4	simulation	simulation	NOUN
easat-7215	213	5	executed	execute	VERB
easat-7215	213	6	referring	refer	VERB
easat-7215	213	7	to	to	ADP
easat-7215	213	8	this	this	DET
easat-7215	213	9	model	model	NOUN
easat-7215	213	10	,	,	PUNCT
easat-7215	213	11	where	where	SCONJ
easat-7215	213	12	population	population	NOUN
easat-7215	213	13	projections	projection	NOUN
easat-7215	213	14	and	and	CCONJ
easat-7215	213	15	the	the	DET
easat-7215	213	16	number	number	NOUN
easat-7215	213	17	of	of	ADP
easat-7215	213	18	registered	register	VERB
easat-7215	213	19	vehicles	vehicle	NOUN
easat-7215	213	20	are	be	AUX
easat-7215	213	21	taken	take	VERB
easat-7215	213	22	as	as	ADP
easat-7215	213	23	independent	independent	ADJ
easat-7215	213	24	variables	variable	NOUN
easat-7215	213	25	,	,	PUNCT
easat-7215	213	26	a	a	DET
easat-7215	213	27	highly	highly	ADV
easat-7215	213	28	estimated	estimate	VERB
easat-7215	213	29	accident	accident	NOUN
easat-7215	213	30	prediction	prediction	NOUN
easat-7215	213	31	model	model	NOUN
easat-7215	213	32	was	be	AUX
easat-7215	213	33	developed	develop	VERB
easat-7215	213	34	.	.	PUNCT
easat-7215	214	1	the	the	DET
easat-7215	214	2	dependent	dependent	ADJ
easat-7215	214	3	variable	variable	NOUN
easat-7215	214	4	y	y	PROPN
easat-7215	214	5	is	be	AUX
easat-7215	214	6	related	relate	VERB
easat-7215	214	7	to	to	ADP
easat-7215	214	8	road	road	NOUN
easat-7215	214	9	traffic	traffic	NOUN
easat-7215	214	10	accidents	accident	NOUN
easat-7215	214	11	,	,	PUNCT
easat-7215	214	12	while	while	SCONJ
easat-7215	214	13	the	the	DET
easat-7215	214	14	independent	independent	ADJ
easat-7215	214	15	variables	variable	NOUN
easat-7215	214	16	xi	xi	PROPN
easat-7215	214	17	,	,	PUNCT
easat-7215	214	18	i=1	i=1	PROPN
easat-7215	214	19	,	,	PUNCT
easat-7215	214	20	2	2	NUM
easat-7215	214	21	are	be	AUX
easat-7215	214	22	related	relate	VERB
easat-7215	214	23	to	to	ADP
easat-7215	214	24	population	population	NOUN
easat-7215	214	25	projections	projection	NOUN
easat-7215	214	26	and	and	CCONJ
easat-7215	214	27	motorization	motorization	NOUN
easat-7215	214	28	level	level	NOUN
easat-7215	214	29	.	.	PUNCT
easat-7215	215	1	the	the	DET
easat-7215	215	2	relationship	relationship	NOUN
easat-7215	215	3	between	between	ADP
easat-7215	215	4	these	these	DET
easat-7215	215	5	variables	variable	NOUN
easat-7215	215	6	is	be	AUX
easat-7215	215	7	given	give	VERB
easat-7215	215	8	by	by	ADP
easat-7215	215	9	the	the	DET
easat-7215	215	10	equations	equation	NOUN
easat-7215	215	11	(	(	PUNCT
easat-7215	215	12	9	9	NUM
easat-7215	215	13	)	)	PUNCT
easat-7215	215	14	,	,	PUNCT
easat-7215	215	15	(	(	PUNCT
easat-7215	215	16	10	10	NUM
easat-7215	215	17	)	)	PUNCT
easat-7215	215	18	,	,	PUNCT
easat-7215	215	19	and	and	CCONJ
easat-7215	215	20	(	(	PUNCT
easat-7215	215	21	11	11	NUM
easat-7215	215	22	)	)	PUNCT
easat-7215	215	23	.	.	PUNCT
easat-7215	216	1	to	to	PART
easat-7215	216	2	verify	verify	VERB
easat-7215	216	3	the	the	DET
easat-7215	216	4	relationship	relationship	NOUN
easat-7215	216	5	between	between	ADP
easat-7215	216	6	the	the	DET
easat-7215	216	7	studied	study	VERB
easat-7215	216	8	variables	variable	NOUN
easat-7215	216	9	,	,	PUNCT
easat-7215	216	10	the	the	DET
easat-7215	216	11	f	f	NOUN
easat-7215	216	12	-	-	PUNCT
easat-7215	216	13	test	test	NOUN
easat-7215	216	14	is	be	AUX
easat-7215	216	15	used	use	VERB
easat-7215	216	16	,	,	PUNCT
easat-7215	216	17	and	and	CCONJ
easat-7215	216	18	a	a	DET
easat-7215	216	19	high	high	ADJ
easat-7215	216	20	statistical	statistical	ADJ
easat-7215	216	21	significance	significance	NOUN
easat-7215	216	22	(	(	PUNCT
easat-7215	216	23	p	p	X
easat-7215	216	24	<	<	X
easat-7215	216	25	0.001	0.001	NUM
easat-7215	216	26	)	)	PUNCT
easat-7215	216	27	is	be	AUX
easat-7215	216	28	observed	observe	VERB
easat-7215	216	29	for	for	ADP
easat-7215	216	30	all	all	DET
easat-7215	216	31	developed	develop	VERB
easat-7215	216	32	models	model	NOUN
easat-7215	216	33	.	.	PUNCT
easat-7215	217	1	moreover	moreover	ADV
easat-7215	217	2	,	,	PUNCT
easat-7215	217	3	the	the	DET
easat-7215	217	4	results	result	NOUN
easat-7215	217	5	obtained	obtain	VERB
easat-7215	217	6	in	in	ADP
easat-7215	217	7	this	this	DET
easat-7215	217	8	paper	paper	NOUN
easat-7215	217	9	are	be	AUX
easat-7215	217	10	a	a	DET
easat-7215	217	11	starting	starting	NOUN
easat-7215	217	12	point	point	NOUN
easat-7215	217	13	for	for	ADP
easat-7215	217	14	future	future	ADJ
easat-7215	217	15	road	road	NOUN
easat-7215	217	16	safety	safety	NOUN
easat-7215	217	17	prediction	prediction	NOUN
easat-7215	217	18	,	,	PUNCT
easat-7215	217	19	finding	find	VERB
easat-7215	217	20	that	that	SCONJ
easat-7215	217	21	the	the	DET
easat-7215	217	22	increase	increase	NOUN
easat-7215	217	23	in	in	ADP
easat-7215	217	24	vehicle	vehicle	NOUN
easat-7215	217	25	ownership	ownership	NOUN
easat-7215	217	26	leads	lead	VERB
easat-7215	217	27	to	to	ADP
easat-7215	217	28	an	an	DET
easat-7215	217	29	increase	increase	NOUN
easat-7215	217	30	in	in	ADP
easat-7215	217	31	the	the	DET
easat-7215	217	32	number	number	NOUN
easat-7215	217	33	of	of	ADP
easat-7215	217	34	accidents	accident	NOUN
easat-7215	217	35	and	and	CCONJ
easat-7215	217	36	injuries	injury	NOUN
easat-7215	217	37	,	,	PUNCT
easat-7215	217	38	as	as	ADV
easat-7215	217	39	well	well	ADV
easat-7215	217	40	as	as	ADP
easat-7215	217	41	a	a	DET
easat-7215	217	42	decrease	decrease	NOUN
easat-7215	217	43	in	in	ADP
easat-7215	217	44	the	the	DET
easat-7215	217	45	number	number	NOUN
easat-7215	217	46	of	of	ADP
easat-7215	217	47	fatalities	fatality	NOUN
easat-7215	217	48	per	per	ADP
easat-7215	217	49	vehicle	vehicle	NOUN
easat-7215	217	50	.	.	PUNCT
easat-7215	218	1	in	in	ADP
easat-7215	218	2	conclusion	conclusion	NOUN
easat-7215	218	3	,	,	PUNCT
easat-7215	218	4	according	accord	VERB
easat-7215	218	5	to	to	ADP
easat-7215	218	6	the	the	DET
easat-7215	218	7	statistical	statistical	ADJ
easat-7215	218	8	evaluations	evaluation	NOUN
easat-7215	218	9	conducted	conduct	VERB
easat-7215	218	10	in	in	ADP
easat-7215	218	11	the	the	DET
easat-7215	218	12	study	study	NOUN
easat-7215	218	13	,	,	PUNCT
easat-7215	218	14	the	the	DET
easat-7215	218	15	andeaseen	andeaseen	ADJ
easat-7215	218	16	regression	regression	NOUN
easat-7215	218	17	model	model	NOUN
easat-7215	218	18	is	be	AUX
easat-7215	218	19	valid	valid	ADJ
easat-7215	218	20	for	for	ADP
easat-7215	218	21	the	the	DET
easat-7215	218	22	assessment	assessment	NOUN
easat-7215	218	23	of	of	ADP
easat-7215	218	24	road	road	NOUN
easat-7215	218	25	traffic	traffic	NOUN
easat-7215	218	26	accidents	accident	NOUN
easat-7215	218	27	(	(	PUNCT
easat-7215	218	28	rta	rta	PROPN
easat-7215	218	29	)	)	PUNCT
easat-7215	218	30	in	in	ADP
easat-7215	218	31	the	the	DET
easat-7215	218	32	country	country	NOUN
easat-7215	218	33	of	of	ADP
easat-7215	218	34	albania	albania	PROPN
easat-7215	218	35	.	.	PUNCT
easat-7215	219	1	this	this	DET
easat-7215	219	2	fact	fact	NOUN
easat-7215	219	3	supports	support	VERB
easat-7215	219	4	and	and	CCONJ
easat-7215	219	5	suggests	suggest	VERB
easat-7215	219	6	that	that	SCONJ
easat-7215	219	7	the	the	DET
easat-7215	219	8	developed	develop	VERB
easat-7215	219	9	models	model	NOUN
easat-7215	219	10	can	can	AUX
easat-7215	219	11	be	be	AUX
easat-7215	219	12	used	use	VERB
easat-7215	219	13	to	to	PART
easat-7215	219	14	assess	assess	VERB
easat-7215	219	15	and	and	CCONJ
easat-7215	219	16	predict	predict	VERB
easat-7215	219	17	future	future	ADJ
easat-7215	219	18	road	road	NOUN
easat-7215	219	19	traffic	traffic	NOUN
easat-7215	219	20	accidents	accident	NOUN
easat-7215	219	21	.	.	PUNCT
easat-7215	220	1	the	the	DET
easat-7215	220	2	development	development	NOUN
easat-7215	220	3	models	model	NOUN
easat-7215	220	4	within	within	ADP
easat-7215	220	5	the	the	DET
easat-7215	220	6	transport	transport	NOUN
easat-7215	220	7	sector	sector	NOUN
easat-7215	220	8	are	be	AUX
easat-7215	220	9	a	a	DET
easat-7215	220	10	very	very	ADV
easat-7215	220	11	useful	useful	ADJ
easat-7215	220	12	tool	tool	NOUN
easat-7215	220	13	to	to	PART
easat-7215	220	14	mitigate	mitigate	VERB
easat-7215	220	15	and	and	CCONJ
easat-7215	220	16	minimize	minimize	VERB
easat-7215	220	17	road	road	NOUN
easat-7215	220	18	traffic	traffic	NOUN
easat-7215	220	19	accidents	accident	NOUN
easat-7215	220	20	to	to	ADP
easat-7215	220	21	a	a	DET
easat-7215	220	22	certain	certain	ADJ
easat-7215	220	23	extent	extent	NOUN
easat-7215	220	24	.	.	PUNCT
easat-7215	221	1	8	8	X
easat-7215	221	2	.	.	PUNCT
easat-7215	221	3	limitations	limitation	NOUN
easat-7215	221	4	of	of	ADP
easat-7215	221	5	the	the	DET
easat-7215	221	6	study	study	NOUN
easat-7215	221	7	this	this	DET
easat-7215	221	8	study	study	NOUN
easat-7215	221	9	is	be	AUX
easat-7215	221	10	based	base	VERB
easat-7215	221	11	on	on	ADP
easat-7215	221	12	road	road	NOUN
easat-7215	221	13	traffic	traffic	NOUN
easat-7215	221	14	accident	accident	NOUN
easat-7215	221	15	data	datum	NOUN
easat-7215	221	16	available	available	ADJ
easat-7215	221	17	on	on	ADP
easat-7215	221	18	the	the	DET
easat-7215	221	19	website	website	NOUN
easat-7215	221	20	of	of	ADP
easat-7215	221	21	the	the	DET
easat-7215	221	22	albanian	albanian	PROPN
easat-7215	221	23	institute	institute	PROPN
easat-7215	221	24	of	of	ADP
easat-7215	221	25	statistics	statistic	NOUN
easat-7215	221	26	(	(	PUNCT
easat-7215	221	27	instat	instat	PROPN
easat-7215	221	28	)	)	PUNCT
easat-7215	221	29	.	.	PUNCT
easat-7215	222	1	meanwhile	meanwhile	ADV
easat-7215	222	2	,	,	PUNCT
easat-7215	222	3	there	there	PRON
easat-7215	222	4	is	be	VERB
easat-7215	222	5	a	a	DET
easat-7215	222	6	lack	lack	NOUN
easat-7215	222	7	of	of	ADP
easat-7215	222	8	complete	complete	ADJ
easat-7215	222	9	information	information	NOUN
easat-7215	222	10	on	on	ADP
easat-7215	222	11	minor	minor	ADJ
easat-7215	222	12	accidents	accident	NOUN
easat-7215	222	13	and	and	CCONJ
easat-7215	222	14	less	less	ADV
easat-7215	222	15	important	important	ADJ
easat-7215	222	16	road	road	NOUN
easat-7215	222	17	traffic	traffic	NOUN
easat-7215	222	18	accidents	accident	NOUN
easat-7215	222	19	.	.	PUNCT
easat-7215	223	1	sometimes	sometimes	ADV
easat-7215	223	2	different	different	ADJ
easat-7215	223	3	types	type	NOUN
easat-7215	223	4	of	of	ADP
easat-7215	223	5	accidents	accident	NOUN
easat-7215	223	6	are	be	AUX
easat-7215	223	7	not	not	PART
easat-7215	223	8	counted	count	VERB
easat-7215	223	9	in	in	ADP
easat-7215	223	10	the	the	DET
easat-7215	223	11	surveillance	surveillance	NOUN
easat-7215	223	12	system	system	NOUN
easat-7215	223	13	,	,	PUNCT
easat-7215	223	14	but	but	CCONJ
easat-7215	223	15	they	they	PRON
easat-7215	223	16	exist	exist	VERB
easat-7215	223	17	in	in	ADP
easat-7215	223	18	reality	reality	NOUN
easat-7215	223	19	and	and	CCONJ
easat-7215	223	20	have	have	VERB
easat-7215	223	21	important	important	ADJ
easat-7215	223	22	effects	effect	NOUN
easat-7215	223	23	on	on	ADP
easat-7215	223	24	the	the	DET
easat-7215	223	25	overall	overall	ADJ
easat-7215	223	26	modeling	modeling	NOUN
easat-7215	223	27	of	of	ADP
easat-7215	223	28	road	road	NOUN
easat-7215	223	29	traffic	traffic	NOUN
easat-7215	223	30	accidents	accident	NOUN
easat-7215	223	31	.	.	PUNCT
easat-7215	224	1	the	the	DET
easat-7215	224	2	road	road	NOUN
easat-7215	224	3	traffic	traffic	NOUN
easat-7215	224	4	accident	accident	NOUN
easat-7215	224	5	model	model	NOUN
easat-7215	224	6	,	,	PUNCT
easat-7215	224	7	in	in	ADP
easat-7215	224	8	terms	term	NOUN
easat-7215	224	9	of	of	ADP
easat-7215	224	10	the	the	DET
easat-7215	224	11	total	total	ADJ
easat-7215	224	12	number	number	NOUN
easat-7215	224	13	of	of	ADP
easat-7215	224	14	cases	case	NOUN
easat-7215	224	15	(	(	PUNCT
easat-7215	224	16	c	c	NOUN
easat-7215	224	17	)	)	PUNCT
easat-7215	224	18	,	,	PUNCT
easat-7215	224	19	fatalities	fatality	NOUN
easat-7215	224	20	(	(	PUNCT
easat-7215	224	21	f	f	X
easat-7215	224	22	)	)	PUNCT
easat-7215	224	23	,	,	PUNCT
easat-7215	224	24	and	and	CCONJ
easat-7215	224	25	injuries	injury	NOUN
easat-7215	224	26	(	(	PUNCT
easat-7215	224	27	i	i	NOUN
easat-7215	224	28	)	)	PUNCT
easat-7215	224	29	,	,	PUNCT
easat-7215	224	30	developed	develop	VERB
easat-7215	224	31	in	in	ADP
easat-7215	224	32	the	the	DET
easat-7215	224	33	study	study	NOUN
easat-7215	224	34	is	be	AUX
easat-7215	224	35	based	base	VERB
easat-7215	224	36	only	only	ADV
easat-7215	224	37	on	on	ADP
easat-7215	224	38	the	the	DET
easat-7215	224	39	data	datum	NOUN
easat-7215	224	40	available	available	ADJ
easat-7215	224	41	from	from	ADP
easat-7215	224	42	the	the	DET
easat-7215	224	43	instat	instat	PROPN
easat-7215	224	44	database	database	NOUN
easat-7215	224	45	.	.	PUNCT
easat-7215	225	1	9	9	X
easat-7215	225	2	.	.	X
easat-7215	225	3	future	future	ADJ
easat-7215	225	4	work	work	NOUN
easat-7215	225	5	in	in	ADP
easat-7215	225	6	the	the	DET
easat-7215	225	7	future	future	NOUN
easat-7215	225	8	,	,	PUNCT
easat-7215	225	9	more	more	ADJ
easat-7215	225	10	variables	variable	NOUN
easat-7215	225	11	of	of	ADP
easat-7215	225	12	influence	influence	NOUN
easat-7215	225	13	,	,	PUNCT
easat-7215	225	14	such	such	ADJ
easat-7215	225	15	as	as	ADP
easat-7215	225	16	economic	economic	ADJ
easat-7215	225	17	income	income	NOUN
easat-7215	225	18	level	level	NOUN
easat-7215	225	19	and	and	CCONJ
easat-7215	225	20	other	other	ADJ
easat-7215	225	21	social	social	ADJ
easat-7215	225	22	issues	issue	NOUN
easat-7215	225	23	that	that	PRON
easat-7215	225	24	impact	impact	VERB
easat-7215	225	25	road	road	NOUN
easat-7215	225	26	traffic	traffic	NOUN
easat-7215	225	27	accidents	accident	NOUN
easat-7215	225	28	within	within	ADP
easat-7215	225	29	the	the	DET
easat-7215	225	30	transportation	transportation	NOUN
easat-7215	225	31	system	system	NOUN
easat-7215	225	32	will	will	AUX
easat-7215	225	33	be	be	AUX
easat-7215	225	34	included	include	VERB
easat-7215	225	35	.	.	PUNCT
easat-7215	226	1	furthermore	furthermore	ADV
easat-7215	226	2	,	,	PUNCT
easat-7215	226	3	the	the	DET
easat-7215	226	4	use	use	NOUN
easat-7215	226	5	of	of	ADP
easat-7215	226	6	advanced	advanced	ADJ
easat-7215	226	7	statistical	statistical	ADJ
easat-7215	226	8	methods	method	NOUN
easat-7215	226	9	and	and	CCONJ
easat-7215	226	10	the	the	DET
easat-7215	226	11	integration	integration	NOUN
easat-7215	226	12	of	of	ADP
easat-7215	226	13	different	different	ADJ
easat-7215	226	14	methodologies	methodology	NOUN
easat-7215	226	15	,	,	PUNCT
easat-7215	226	16	such	such	ADJ
easat-7215	226	17	as	as	ADP
easat-7215	226	18	combining	combine	VERB
easat-7215	226	19	1554	1554	NUM
easat-7215	226	20	edelweiss	edelweiss	PROPN
easat-7215	226	21	applied	apply	VERB
easat-7215	226	22	science	science	NOUN
easat-7215	226	23	and	and	CCONJ
easat-7215	226	24	technology	technology	NOUN
easat-7215	226	25	issn	issn	PROPN
easat-7215	226	26	:	:	PUNCT
easat-7215	226	27	2576	2576	NUM
easat-7215	226	28	-	-	SYM
easat-7215	226	29	8484	8484	NUM
easat-7215	226	30	vol	vol	NOUN
easat-7215	226	31	.	.	PROPN
easat-7215	227	1	9	9	NUM
easat-7215	227	2	,	,	PUNCT
easat-7215	227	3	no	no	INTJ
easat-7215	227	4	.	.	NOUN
easat-7215	227	5	5	5	NUM
easat-7215	227	6	:	:	SYM
easat-7215	227	7	1545	1545	NUM
easat-7215	227	8	-	-	SYM
easat-7215	227	9	1556	1556	NUM
easat-7215	227	10	,	,	PUNCT
easat-7215	227	11	2025	2025	NUM
easat-7215	227	12	doi	doi	NOUN
easat-7215	227	13	:	:	PUNCT
easat-7215	227	14	10.55214/25768484.v9i5.7215	10.55214/25768484.v9i5.7215	NUM
easat-7215	227	15	©	©	PROPN
easat-7215	227	16	2025	2025	NUM
easat-7215	227	17	by	by	ADP
easat-7215	227	18	the	the	DET
easat-7215	227	19	authors	author	NOUN
easat-7215	227	20	;	;	PUNCT
easat-7215	227	21	licensee	licensee	PROPN
easat-7215	227	22	learning	learn	VERB
easat-7215	227	23	gate	gate	VERB
easat-7215	227	24	statistical	statistical	ADJ
easat-7215	227	25	methods	method	NOUN
easat-7215	227	26	with	with	ADP
easat-7215	227	27	machine	machine	NOUN
easat-7215	227	28	learning	learning	NOUN
easat-7215	227	29	and/or	and/or	CCONJ
easat-7215	227	30	optimization	optimization	NOUN
easat-7215	227	31	algorithms	algorithm	NOUN
easat-7215	227	32	,	,	PUNCT
easat-7215	227	33	which	which	PRON
easat-7215	227	34	provide	provide	VERB
easat-7215	227	35	a	a	DET
easat-7215	227	36	more	more	ADV
easat-7215	227	37	comprehensive	comprehensive	ADJ
easat-7215	227	38	framework	framework	NOUN
easat-7215	227	39	for	for	ADP
easat-7215	227	40	accident	accident	NOUN
easat-7215	227	41	analysis	analysis	NOUN
easat-7215	227	42	and	and	CCONJ
easat-7215	227	43	prevention	prevention	NOUN
easat-7215	227	44	,	,	PUNCT
easat-7215	227	45	should	should	AUX
easat-7215	227	46	be	be	AUX
easat-7215	227	47	used	use	VERB
easat-7215	227	48	too	too	ADV
easat-7215	227	49	.	.	PUNCT
easat-7215	228	1	funding	funding	NOUN
easat-7215	228	2	:	:	PUNCT
easat-7215	228	3	the	the	DET
easat-7215	228	4	publication	publication	NOUN
easat-7215	228	5	of	of	ADP
easat-7215	228	6	this	this	DET
easat-7215	228	7	article	article	NOUN
easat-7215	228	8	has	have	AUX
easat-7215	228	9	been	be	AUX
easat-7215	228	10	financially	financially	ADV
easat-7215	228	11	supported	support	VERB
easat-7215	228	12	by	by	ADP
easat-7215	228	13	the	the	DET
easat-7215	228	14	scientific	scientific	ADJ
easat-7215	228	15	research	research	NOUN
easat-7215	228	16	fund	fund	NOUN
easat-7215	228	17	of	of	ADP
easat-7215	228	18	the	the	DET
easat-7215	228	19	polytechnic	polytechnic	ADJ
easat-7215	228	20	university	university	NOUN
easat-7215	228	21	of	of	ADP
easat-7215	228	22	tirana	tirana	PROPN
easat-7215	228	23	.	.	PUNCT
easat-7215	229	1	transparency	transparency	NOUN
easat-7215	229	2	:	:	PUNCT
easat-7215	229	3	the	the	DET
easat-7215	229	4	authors	author	NOUN
easat-7215	229	5	confirm	confirm	VERB
easat-7215	229	6	that	that	SCONJ
easat-7215	229	7	the	the	DET
easat-7215	229	8	manuscript	manuscript	NOUN
easat-7215	229	9	is	be	AUX
easat-7215	229	10	an	an	DET
easat-7215	229	11	honest	honest	ADJ
easat-7215	229	12	,	,	PUNCT
easat-7215	229	13	accurate	accurate	ADJ
easat-7215	229	14	,	,	PUNCT
easat-7215	229	15	and	and	CCONJ
easat-7215	229	16	transparent	transparent	ADJ
easat-7215	229	17	account	account	NOUN
easat-7215	229	18	of	of	ADP
easat-7215	229	19	the	the	DET
easat-7215	229	20	study	study	NOUN
easat-7215	229	21	;	;	PUNCT
easat-7215	229	22	that	that	SCONJ
easat-7215	229	23	no	no	DET
easat-7215	229	24	vital	vital	ADJ
easat-7215	229	25	features	feature	NOUN
easat-7215	229	26	of	of	ADP
easat-7215	229	27	the	the	DET
easat-7215	229	28	study	study	NOUN
easat-7215	229	29	have	have	AUX
easat-7215	229	30	been	be	AUX
easat-7215	229	31	omitted	omit	VERB
easat-7215	229	32	;	;	PUNCT
easat-7215	229	33	and	and	CCONJ
easat-7215	229	34	that	that	SCONJ
easat-7215	229	35	any	any	DET
easat-7215	229	36	discrepancies	discrepancy	NOUN
easat-7215	229	37	from	from	ADP
easat-7215	229	38	the	the	DET
easat-7215	229	39	study	study	NOUN
easat-7215	229	40	as	as	SCONJ
easat-7215	229	41	planned	plan	VERB
easat-7215	229	42	have	have	AUX
easat-7215	229	43	been	be	AUX
easat-7215	229	44	explained	explain	VERB
easat-7215	229	45	.	.	PUNCT
easat-7215	230	1	this	this	DET
easat-7215	230	2	study	study	NOUN
easat-7215	230	3	followed	follow	VERB
easat-7215	230	4	all	all	DET
easat-7215	230	5	ethical	ethical	ADJ
easat-7215	230	6	practices	practice	NOUN
easat-7215	230	7	during	during	ADP
easat-7215	230	8	writing	writing	NOUN
easat-7215	230	9	.	.	PUNCT
easat-7215	231	1	acknowledgment	acknowledgment	NOUN
easat-7215	231	2	:	:	PUNCT
easat-7215	231	3	the	the	DET
easat-7215	231	4	authors	author	NOUN
easat-7215	231	5	acknowledge	acknowledge	VERB
easat-7215	231	6	the	the	DET
easat-7215	231	7	polytechnic	polytechnic	ADJ
easat-7215	231	8	university	university	NOUN
easat-7215	231	9	of	of	ADP
easat-7215	231	10	tirana	tirana	PROPN
easat-7215	231	11	for	for	ADP
easat-7215	231	12	financially	financially	ADV
easat-7215	231	13	supporting	support	VERB
easat-7215	231	14	the	the	DET
easat-7215	231	15	publication	publication	NOUN
easat-7215	231	16	of	of	ADP
easat-7215	231	17	this	this	DET
easat-7215	231	18	article	article	NOUN
easat-7215	231	19	.	.	PUNCT
easat-7215	232	1	copyright	copyright	NOUN
easat-7215	232	2	:	:	PUNCT
easat-7215	232	3	©	©	PROPN
easat-7215	232	4	2025	2025	NUM
easat-7215	232	5	by	by	ADP
easat-7215	232	6	the	the	DET
easat-7215	232	7	authors	author	NOUN
easat-7215	232	8	.	.	PUNCT
easat-7215	233	1	this	this	DET
easat-7215	233	2	open	open	ADJ
easat-7215	233	3	-	-	PUNCT
easat-7215	233	4	access	access	NOUN
easat-7215	233	5	article	article	NOUN
easat-7215	233	6	is	be	AUX
easat-7215	233	7	distributed	distribute	VERB
easat-7215	233	8	under	under	ADP
easat-7215	233	9	the	the	DET
easat-7215	233	10	terms	term	NOUN
easat-7215	233	11	and	and	CCONJ
easat-7215	233	12	conditions	condition	NOUN
easat-7215	233	13	of	of	ADP
easat-7215	233	14	the	the	DET
easat-7215	233	15	creative	creative	ADJ
easat-7215	233	16	commons	common	NOUN
easat-7215	233	17	attribution	attribution	NOUN
easat-7215	233	18	(	(	PUNCT
easat-7215	233	19	cc	cc	NOUN
easat-7215	233	20	by	by	ADP
easat-7215	233	21	)	)	PUNCT
easat-7215	233	22	license	license	NOUN
easat-7215	233	23	(	(	PUNCT
easat-7215	233	24	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-7215	233	25	)	)	PUNCT
easat-7215	233	26	.	.	PUNCT
easat-7215	234	1	references	reference	NOUN
easat-7215	234	2	[	[	X
easat-7215	234	3	1	1	NUM
easat-7215	234	4	]	]	PUNCT
easat-7215	234	5	b.	b.	PROPN
easat-7215	234	6	p.	p.	PROPN
easat-7215	234	7	loo	loo	PROPN
easat-7215	234	8	and	and	CCONJ
easat-7215	234	9	d.	d.	PROPN
easat-7215	234	10	banister	banister	PROPN
easat-7215	234	11	,	,	PUNCT
easat-7215	234	12	"	"	PUNCT
easat-7215	234	13	decoupling	decouple	VERB
easat-7215	234	14	transport	transport	NOUN
easat-7215	234	15	from	from	ADP
easat-7215	234	16	economic	economic	ADJ
easat-7215	234	17	growth	growth	NOUN
easat-7215	234	18	:	:	PUNCT
easat-7215	234	19	extending	extend	VERB
easat-7215	234	20	the	the	DET
easat-7215	234	21	debate	debate	NOUN
easat-7215	234	22	to	to	PART
easat-7215	234	23	include	include	VERB
easat-7215	234	24	environmental	environmental	ADJ
easat-7215	234	25	and	and	CCONJ
easat-7215	234	26	social	social	ADJ
easat-7215	234	27	externalities	externality	NOUN
easat-7215	234	28	,	,	PUNCT
easat-7215	234	29	"	"	PUNCT
easat-7215	234	30	journal	journal	NOUN
easat-7215	234	31	of	of	ADP
easat-7215	234	32	transport	transport	NOUN
easat-7215	234	33	geography	geography	NOUN
easat-7215	234	34	,	,	PUNCT
easat-7215	234	35	vol	vol	NOUN
easat-7215	234	36	.	.	PROPN
easat-7215	234	37	57	57	NUM
easat-7215	234	38	,	,	PUNCT
easat-7215	234	39	pp	pp	ADJ
easat-7215	234	40	.	.	PUNCT
easat-7215	235	1	134	134	NUM
easat-7215	235	2	-	-	SYM
easat-7215	235	3	144	144	NUM
easat-7215	235	4	,	,	PUNCT
easat-7215	235	5	2016	2016	NUM
easat-7215	235	6	.	.	PUNCT
easat-7215	236	1	https://doi.org/10.1016/j.jtrangeo.2016.10.006	https://doi.org/10.1016/j.jtrangeo.2016.10.006	NOUN
easat-7215	236	2	.	.	PUNCT
easat-7215	237	1	[	[	X
easat-7215	237	2	2	2	X
easat-7215	237	3	]	]	PUNCT
easat-7215	237	4	j.	j.	PROPN
easat-7215	237	5	wan	wan	PROPN
easat-7215	237	6	,	,	PUNCT
easat-7215	237	7	q.	q.	PROPN
easat-7215	237	8	xie	xie	PROPN
easat-7215	237	9	,	,	PUNCT
easat-7215	237	10	and	and	CCONJ
easat-7215	237	11	x.	x.	PROPN
easat-7215	237	12	fan	fan	PROPN
easat-7215	237	13	,	,	PUNCT
easat-7215	237	14	"	"	PUNCT
easat-7215	237	15	the	the	DET
easat-7215	237	16	impact	impact	NOUN
easat-7215	237	17	of	of	ADP
easat-7215	237	18	transportation	transportation	NOUN
easat-7215	237	19	and	and	CCONJ
easat-7215	237	20	information	information	NOUN
easat-7215	237	21	infrastructure	infrastructure	NOUN
easat-7215	237	22	on	on	ADP
easat-7215	237	23	urban	urban	ADJ
easat-7215	237	24	productivity	productivity	NOUN
easat-7215	237	25	:	:	PUNCT
easat-7215	237	26	evidence	evidence	NOUN
easat-7215	237	27	from	from	ADP
easat-7215	237	28	256	256	NUM
easat-7215	237	29	cities	city	NOUN
easat-7215	237	30	in	in	ADP
easat-7215	237	31	china	china	PROPN
easat-7215	237	32	,	,	PUNCT
easat-7215	237	33	"	"	PUNCT
easat-7215	237	34	structural	structural	ADJ
easat-7215	237	35	change	change	NOUN
easat-7215	237	36	and	and	CCONJ
easat-7215	237	37	economic	economic	ADJ
easat-7215	237	38	dynamics	dynamic	NOUN
easat-7215	237	39	,	,	PUNCT
easat-7215	237	40	vol	vol	NOUN
easat-7215	237	41	.	.	PROPN
easat-7215	237	42	68	68	NUM
easat-7215	237	43	,	,	PUNCT
easat-7215	237	44	pp	pp	ADJ
easat-7215	237	45	.	.	PUNCT
easat-7215	237	46	384	384	NUM
easat-7215	237	47	-	-	SYM
easat-7215	237	48	392	392	NUM
easat-7215	237	49	,	,	PUNCT
easat-7215	237	50	2024	2024	NUM
easat-7215	237	51	.	.	PUNCT
easat-7215	238	1	https://doi.org/10.1016/j.strueco.2023.11.008	https://doi.org/10.1016/j.strueco.2023.11.008	NOUN
easat-7215	238	2	[	[	X
easat-7215	238	3	3	3	NUM
easat-7215	238	4	]	]	PUNCT
easat-7215	238	5	m.	m.	NOUN
easat-7215	238	6	h.	h.	PROPN
easat-7215	238	7	abdelati	abdelati	PROPN
easat-7215	238	8	,	,	PUNCT
easat-7215	238	9	"	"	PUNCT
easat-7215	238	10	towards	towards	ADP
easat-7215	238	11	sustainable	sustainable	ADJ
easat-7215	238	12	transportation	transportation	NOUN
easat-7215	238	13	in	in	ADP
easat-7215	238	14	egypt	egypt	PROPN
easat-7215	238	15	:	:	PUNCT
easat-7215	238	16	an	an	DET
easat-7215	238	17	analysis	analysis	NOUN
easat-7215	238	18	of	of	ADP
easat-7215	238	19	current	current	ADJ
easat-7215	238	20	challenges	challenge	NOUN
easat-7215	238	21	and	and	CCONJ
easat-7215	238	22	future	future	ADJ
easat-7215	238	23	opportunities	opportunity	NOUN
easat-7215	238	24	,	,	PUNCT
easat-7215	238	25	"	"	PUNCT
easat-7215	238	26	journal	journal	NOUN
easat-7215	238	27	of	of	ADP
easat-7215	238	28	international	international	ADJ
easat-7215	238	29	society	society	NOUN
easat-7215	238	30	for	for	ADP
easat-7215	238	31	science	science	NOUN
easat-7215	238	32	and	and	CCONJ
easat-7215	238	33	engineering	engineering	NOUN
easat-7215	238	34	,	,	PUNCT
easat-7215	238	35	vol	vol	NOUN
easat-7215	238	36	.	.	PROPN
easat-7215	238	37	7	7	NUM
easat-7215	238	38	,	,	PUNCT
easat-7215	238	39	no	no	INTJ
easat-7215	238	40	.	.	NOUN
easat-7215	238	41	1	1	NUM
easat-7215	238	42	,	,	PUNCT
easat-7215	238	43	pp	pp	ADJ
easat-7215	238	44	.	.	PUNCT
easat-7215	239	1	16	16	NUM
easat-7215	239	2	-	-	SYM
easat-7215	239	3	28	28	NUM
easat-7215	239	4	,	,	PUNCT
easat-7215	239	5	2025	2025	NUM
easat-7215	239	6	.	.	PUNCT
easat-7215	240	1	https://dx.doi.org/10.21608/jisse.2024.305711.1090	https://dx.doi.org/10.21608/jisse.2024.305711.1090	PROPN
easat-7215	240	2	[	[	X
easat-7215	240	3	4	4	NUM
easat-7215	240	4	]	]	PUNCT
easat-7215	240	5	a.	a.	NOUN
easat-7215	240	6	a.	a.	NOUN
easat-7215	240	7	zahidy	zahidy	PROPN
easat-7215	240	8	,	,	PUNCT
easat-7215	240	9	m.	m.	PROPN
easat-7215	240	10	h.	h.	PROPN
easat-7215	240	11	sutanto	sutanto	PROPN
easat-7215	240	12	,	,	PUNCT
easat-7215	240	13	and	and	CCONJ
easat-7215	240	14	s.	s.	PROPN
easat-7215	240	15	sorooshian	sorooshian	PROPN
easat-7215	240	16	,	,	PUNCT
easat-7215	240	17	"	"	PUNCT
easat-7215	240	18	examining	examine	VERB
easat-7215	240	19	the	the	DET
easat-7215	240	20	relationship	relationship	NOUN
easat-7215	240	21	between	between	ADP
easat-7215	240	22	road	road	NOUN
easat-7215	240	23	service	service	NOUN
easat-7215	240	24	quality	quality	NOUN
easat-7215	240	25	and	and	CCONJ
easat-7215	240	26	road	road	NOUN
easat-7215	240	27	traffic	traffic	NOUN
easat-7215	240	28	accidents	accident	NOUN
easat-7215	240	29	:	:	PUNCT
easat-7215	240	30	a	a	DET
easat-7215	240	31	case	case	NOUN
easat-7215	240	32	study	study	NOUN
easat-7215	240	33	on	on	ADP
easat-7215	240	34	an	an	DET
easat-7215	240	35	expressway	expressway	NOUN
easat-7215	240	36	in	in	ADP
easat-7215	240	37	malaysia	malaysia	PROPN
easat-7215	240	38	,	,	PUNCT
easat-7215	240	39	"	"	PUNCT
easat-7215	240	40	traffic	traffic	NOUN
easat-7215	240	41	safety	safety	NOUN
easat-7215	240	42	research	research	NOUN
easat-7215	240	43	,	,	PUNCT
easat-7215	240	44	vol	vol	NOUN
easat-7215	240	45	.	.	PROPN
easat-7215	240	46	8	8	NUM
easat-7215	240	47	,	,	PUNCT
easat-7215	240	48	pp	pp	ADJ
easat-7215	240	49	.	.	PUNCT
easat-7215	241	1	e000056	e000056	NOUN
easat-7215	241	2	-	-	PUNCT
easat-7215	241	3	e000056	e000056	NOUN
easat-7215	241	4	,	,	PUNCT
easat-7215	241	5	2024	2024	NUM
easat-7215	241	6	.	.	PUNCT
easat-7215	242	1	https://doi.org/10.55329/gzqy4926	https://doi.org/10.55329/gzqy4926	NOUN
easat-7215	243	1	[	[	X
easat-7215	243	2	5	5	NUM
easat-7215	243	3	]	]	PUNCT
easat-7215	243	4	c.	c.	PROPN
easat-7215	243	5	liu	liu	PROPN
easat-7215	243	6	,	,	PUNCT
easat-7215	243	7	s.	s.	PROPN
easat-7215	243	8	zhang	zhang	PROPN
easat-7215	243	9	,	,	PUNCT
easat-7215	243	10	h.	h.	PROPN
easat-7215	243	11	wu	wu	PROPN
easat-7215	243	12	,	,	PUNCT
easat-7215	243	13	and	and	CCONJ
easat-7215	243	14	q.	q.	PROPN
easat-7215	243	15	fu	fu	PROPN
easat-7215	243	16	,	,	PUNCT
easat-7215	243	17	"	"	PUNCT
easat-7215	243	18	a	a	DET
easat-7215	243	19	dynamic	dynamic	ADJ
easat-7215	243	20	spatiotemporal	spatiotemporal	ADJ
easat-7215	243	21	analysis	analysis	NOUN
easat-7215	243	22	model	model	NOUN
easat-7215	243	23	for	for	ADP
easat-7215	243	24	traffic	traffic	NOUN
easat-7215	243	25	incident	incident	NOUN
easat-7215	243	26	influence	influence	NOUN
easat-7215	243	27	prediction	prediction	NOUN
easat-7215	243	28	on	on	ADP
easat-7215	243	29	urban	urban	ADJ
easat-7215	243	30	road	road	NOUN
easat-7215	243	31	networks	network	NOUN
easat-7215	243	32	,	,	PUNCT
easat-7215	243	33	"	"	PUNCT
easat-7215	243	34	isprs	isprs	NOUN
easat-7215	243	35	international	international	ADJ
easat-7215	243	36	journal	journal	PROPN
easat-7215	243	37	of	of	ADP
easat-7215	243	38	geo	geo	PROPN
easat-7215	243	39	-	-	PUNCT
easat-7215	243	40	information	information	NOUN
easat-7215	243	41	,	,	PUNCT
easat-7215	243	42	vol	vol	NOUN
easat-7215	243	43	.	.	PROPN
easat-7215	243	44	6	6	NUM
easat-7215	243	45	,	,	PUNCT
easat-7215	243	46	no	no	INTJ
easat-7215	243	47	.	.	NOUN
easat-7215	243	48	11	11	NUM
easat-7215	243	49	,	,	PUNCT
easat-7215	243	50	p.	p.	NOUN
easat-7215	243	51	362	362	NUM
easat-7215	243	52	,	,	PUNCT
easat-7215	243	53	2017	2017	NUM
easat-7215	243	54	.	.	PUNCT
easat-7215	244	1	https://doi.org/10.3390/ijgi6110362	https://doi.org/10.3390/ijgi6110362	PROPN
easat-7215	245	1	[	[	X
easat-7215	245	2	6	6	NUM
easat-7215	245	3	]	]	PUNCT
easat-7215	245	4	world	world	NOUN
easat-7215	245	5	health	health	NOUN
easat-7215	245	6	organization	organization	NOUN
easat-7215	245	7	,	,	PUNCT
easat-7215	245	8	global	global	ADJ
easat-7215	245	9	status	status	NOUN
easat-7215	245	10	report	report	NOUN
easat-7215	245	11	on	on	ADP
easat-7215	245	12	road	road	NOUN
easat-7215	245	13	safety	safety	NOUN
easat-7215	245	14	2018	2018	NUM
easat-7215	245	15	.	.	PUNCT
easat-7215	246	1	switzerland	switzerland	NOUN
easat-7215	246	2	:	:	PUNCT
easat-7215	246	3	world	world	PROPN
easat-7215	246	4	health	health	PROPN
easat-7215	246	5	organization	organization	NOUN
easat-7215	246	6	,	,	PUNCT
easat-7215	246	7	2019	2019	NUM
easat-7215	246	8	.	.	PUNCT
easat-7215	247	1	[	[	X
easat-7215	247	2	7	7	X
easat-7215	247	3	]	]	X
easat-7215	247	4	f.	f.	PROPN
easat-7215	247	5	f.	f.	PROPN
easat-7215	247	6	mohamad	mohamad	PROPN
easat-7215	247	7	,	,	PUNCT
easat-7215	247	8	j.	j.	PROPN
easat-7215	247	9	mohamad	mohamad	PROPN
easat-7215	247	10	,	,	PUNCT
easat-7215	247	11	and	and	CCONJ
easat-7215	247	12	a.	a.	PROPN
easat-7215	247	13	s.	s.	PROPN
easat-7215	247	14	abdullah	abdullah	PROPN
easat-7215	247	15	,	,	PUNCT
easat-7215	247	16	"	"	PUNCT
easat-7215	247	17	do	do	AUX
easat-7215	247	18	young	young	ADJ
easat-7215	247	19	malaysian	malaysian	ADJ
easat-7215	247	20	drivers	driver	NOUN
easat-7215	247	21	involve	involve	VERB
easat-7215	247	22	in	in	ADP
easat-7215	247	23	speeding	speed	VERB
easat-7215	247	24	behaviour	behaviour	NOUN
easat-7215	247	25	:	:	PUNCT
easat-7215	247	26	an	an	DET
easat-7215	247	27	investigation	investigation	NOUN
easat-7215	247	28	at	at	ADP
easat-7215	247	29	selected	select	VERB
easat-7215	247	30	accident	accident	NOUN
easat-7215	247	31	hotspots	hotspot	NOUN
easat-7215	247	32	in	in	ADP
easat-7215	247	33	peninsular	peninsular	PROPN
easat-7215	247	34	malaysia	malaysia	PROPN
easat-7215	247	35	,	,	PUNCT
easat-7215	247	36	"	"	PUNCT
easat-7215	247	37	j.	j.	PROPN
easat-7215	247	38	adv	adv	PROPN
easat-7215	247	39	.	.	PUNCT
easat-7215	248	1	res	res	PROPN
easat-7215	248	2	.	.	PUNCT
easat-7215	249	1	soc	soc	PROPN
easat-7215	249	2	.	.	PUNCT
easat-7215	250	1	behav	behav	PROPN
easat-7215	250	2	.	.	PUNCT
easat-7215	251	1	sci	sci	PROPN
easat-7215	251	2	.	.	PUNCT
easat-7215	251	3	j.	j.	PROPN
easat-7215	251	4	homepage	homepage	PROPN
easat-7215	251	5	,	,	PUNCT
easat-7215	251	6	vol	vol	NOUN
easat-7215	251	7	.	.	PROPN
easat-7215	251	8	9	9	NUM
easat-7215	251	9	,	,	PUNCT
easat-7215	251	10	no	no	INTJ
easat-7215	251	11	.	.	NOUN
easat-7215	251	12	1	1	NUM
easat-7215	251	13	,	,	PUNCT
easat-7215	251	14	pp	pp	ADJ
easat-7215	251	15	.	.	PUNCT
easat-7215	252	1	75	75	NUM
easat-7215	252	2	-	-	SYM
easat-7215	252	3	83	83	NUM
easat-7215	252	4	,	,	PUNCT
easat-7215	252	5	2017	2017	NUM
easat-7215	252	6	.	.	PUNCT
easat-7215	253	1	[	[	X
easat-7215	253	2	8	8	X
easat-7215	253	3	]	]	PUNCT
easat-7215	253	4	s.	s.	PROPN
easat-7215	253	5	s.	s.	PROPN
easat-7215	253	6	tehrani	tehrani	PROPN
easat-7215	253	7	,	,	PUNCT
easat-7215	253	8	l.	l.	PROPN
easat-7215	253	9	c.	c.	PROPN
easat-7215	253	10	falls	fall	VERB
easat-7215	253	11	,	,	PUNCT
easat-7215	253	12	and	and	CCONJ
easat-7215	253	13	d.	d.	PROPN
easat-7215	253	14	mesher	mesher	PROPN
easat-7215	253	15	,	,	PUNCT
easat-7215	253	16	"	"	PUNCT
easat-7215	253	17	road	road	NOUN
easat-7215	253	18	users	user	NOUN
easat-7215	253	19	’	’	PART
easat-7215	253	20	perception	perception	NOUN
easat-7215	253	21	of	of	ADP
easat-7215	253	22	roughness	roughness	NOUN
easat-7215	253	23	and	and	CCONJ
easat-7215	253	24	the	the	DET
easat-7215	253	25	corresponding	corresponding	ADJ
easat-7215	253	26	iri	iri	NOUN
easat-7215	253	27	threshold	threshold	NOUN
easat-7215	253	28	values	value	NOUN
easat-7215	253	29	,	,	PUNCT
easat-7215	253	30	"	"	PUNCT
easat-7215	253	31	canadian	canadian	ADJ
easat-7215	253	32	journal	journal	NOUN
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easat-7215	253	36	,	,	PUNCT
easat-7215	253	37	vol	vol	NOUN
easat-7215	253	38	.	.	PROPN
easat-7215	254	1	42	42	NUM
easat-7215	254	2	,	,	PUNCT
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easat-7215	254	5	4	4	NUM
easat-7215	254	6	,	,	PUNCT
easat-7215	254	7	pp	pp	ADJ
easat-7215	254	8	.	.	PUNCT
easat-7215	255	1	233	233	NUM
easat-7215	255	2	-	-	SYM
easat-7215	255	3	240	240	NUM
easat-7215	255	4	,	,	PUNCT
easat-7215	255	5	2015	2015	NUM
easat-7215	255	6	.	.	PUNCT
easat-7215	256	1	https://doi.org/10.1139/cjce-20140344	https://doi.org/10.1139/cjce-20140344	NOUN
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easat-7215	256	3	9	9	NUM
easat-7215	256	4	]	]	PUNCT
easat-7215	256	5	d.	d.	PROPN
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easat-7215	256	7	,	,	PUNCT
easat-7215	256	8	"	"	PUNCT
easat-7215	256	9	national	national	ADJ
easat-7215	256	10	road	road	NOUN
easat-7215	256	11	casualties	casualty	NOUN
easat-7215	256	12	and	and	CCONJ
easat-7215	256	13	economic	economic	ADJ
easat-7215	256	14	development	development	NOUN
easat-7215	256	15	,	,	PUNCT
easat-7215	256	16	"	"	PUNCT
easat-7215	256	17	retrieved	retrieve	VERB
easat-7215	256	18	:	:	PUNCT
easat-7215	256	19	https://pubmed.ncbi.nlm.nih.gov/16145717/	https://pubmed.ncbi.nlm.nih.gov/16145717/	PROPN
easat-7215	256	20	,	,	PUNCT
easat-7215	256	21	2006	2006	NUM
easat-7215	256	22	.	.	PUNCT
easat-7215	257	1	[	[	X
easat-7215	257	2	10	10	NUM
easat-7215	257	3	]	]	PUNCT
easat-7215	257	4	m.	m.	NOUN
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easat-7215	257	6	and	and	CCONJ
easat-7215	257	7	d.	d.	PROPN
easat-7215	257	8	gafni	gafni	NOUN
easat-7215	257	9	,	,	PUNCT
easat-7215	257	10	"	"	PUNCT
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easat-7215	257	12	in	in	ADP
easat-7215	257	13	road	road	NOUN
easat-7215	257	14	safety	safety	NOUN
easat-7215	257	15	:	:	PUNCT
easat-7215	257	16	explaining	explain	VERB
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easat-7215	257	19	trend	trend	NOUN
easat-7215	257	20	in	in	ADP
easat-7215	257	21	road	road	NOUN
easat-7215	257	22	accident	accident	NOUN
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easat-7215	257	28	(	(	PUNCT
easat-7215	257	29	israel	israel	PROPN
easat-7215	257	30	)	)	PUNCT
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easat-7215	257	37	,	,	PUNCT
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easat-7215	257	39	.	.	PROPN
easat-7215	257	40	32	32	NUM
easat-7215	257	41	,	,	PUNCT
easat-7215	257	42	no	no	INTJ
easat-7215	257	43	.	.	NOUN
easat-7215	257	44	1	1	NUM
easat-7215	257	45	,	,	PUNCT
easat-7215	257	46	pp	pp	ADJ
easat-7215	257	47	.	.	PUNCT
easat-7215	258	1	71	71	NUM
easat-7215	258	2	-	-	SYM
easat-7215	258	3	84	84	NUM
easat-7215	258	4	,	,	PUNCT
easat-7215	258	5	2000	2000	NUM
easat-7215	258	6	.	.	PUNCT
easat-7215	259	1	https://doi.org/10.1016/s0001-4575(99)00053-6	https://doi.org/10.1016/s0001-4575(99)00053-6	PROPN
easat-7215	259	2	)	)	PUNCT
easat-7215	260	1	[	[	X
easat-7215	260	2	11	11	NUM
easat-7215	260	3	]	]	PUNCT
easat-7215	260	4	world	world	PROPN
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easat-7215	260	6	organization	organization	NOUN
easat-7215	260	7	,	,	PUNCT
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easat-7215	260	11	on	on	ADP
easat-7215	260	12	road	road	NOUN
easat-7215	260	13	safety	safety	NOUN
easat-7215	260	14	.	.	PUNCT
easat-7215	261	1	geneva	geneva	PROPN
easat-7215	261	2	,	,	PUNCT
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easat-7215	261	4	:	:	PUNCT
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easat-7215	261	6	,	,	PUNCT
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easat-7215	261	8	.	.	PUNCT
easat-7215	262	1	[	[	X
easat-7215	262	2	12	12	NUM
easat-7215	262	3	]	]	PUNCT
easat-7215	262	4	world	world	PROPN
easat-7215	262	5	health	health	NOUN
easat-7215	262	6	organization	organization	NOUN
easat-7215	262	7	,	,	PUNCT
easat-7215	262	8	global	global	ADJ
easat-7215	262	9	plan	plan	NOUN
easat-7215	262	10	:	:	PUNCT
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easat-7215	262	12	of	of	ADP
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easat-7215	262	16	safety	safety	NOUN
easat-7215	262	17	2021	2021	NUM
easat-7215	262	18	-	-	SYM
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easat-7215	262	20	.	.	PUNCT
easat-7215	263	1	geneva	geneva	PROPN
easat-7215	263	2	,	,	PUNCT
easat-7215	263	3	switzerland	switzerland	PROPN
easat-7215	263	4	:	:	PUNCT
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easat-7215	263	6	,	,	PUNCT
easat-7215	263	7	2021	2021	NUM
easat-7215	263	8	.	.	PUNCT
easat-7215	264	1	[	[	X
easat-7215	264	2	13	13	NUM
easat-7215	264	3	]	]	PUNCT
easat-7215	264	4	road	road	NOUN
easat-7215	264	5	safety	safety	NOUN
easat-7215	264	6	performance	performance	NOUN
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easat-7215	264	8	:	:	PUNCT
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easat-7215	264	10	,	,	PUNCT
easat-7215	264	11	"	"	PUNCT
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easat-7215	264	17	the	the	DET
easat-7215	264	18	economic	economic	ADJ
easat-7215	264	19	commission	commission	NOUN
easat-7215	264	20	for	for	ADP
easat-7215	264	21	europe	europe	PROPN
easat-7215	264	22	,	,	PUNCT
easat-7215	264	23	"	"	PUNCT
easat-7215	264	24	retrieved	retrieve	VERB
easat-7215	264	25	:	:	PUNCT
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easat-7215	265	2	14	14	NUM
easat-7215	265	3	]	]	X
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easat-7215	265	9	,	,	PUNCT
easat-7215	265	10	and	and	CCONJ
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easat-7215	265	35	,	,	PUNCT
easat-7215	265	36	vol	vol	NOUN
easat-7215	265	37	.	.	PROPN
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easat-7215	265	39	,	,	PUNCT
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easat-7215	265	42	3	3	NUM
easat-7215	265	43	,	,	PUNCT
easat-7215	265	44	pp	pp	ADJ
easat-7215	265	45	.	.	PUNCT
easat-7215	266	1	489	489	NUM
easat-7215	266	2	-	-	SYM
easat-7215	266	3	494	494	NUM
easat-7215	266	4	,	,	PUNCT
easat-7215	266	5	2021	2021	NUM
easat-7215	266	6	.	.	PUNCT
easat-7215	267	1	https://doi.org/10.31407/ijees11.318	https://doi.org/10.31407/ijees11.318	PROPN
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easat-7215	268	1	https://pubmed.ncbi.nlm.nih.gov/16145717/	https://pubmed.ncbi.nlm.nih.gov/16145717/	PROPN
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easat-7215	268	14	-	-	SYM
easat-7215	268	15	8484	8484	NUM
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easat-7215	269	1	9	9	NUM
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easat-7215	269	5	5	5	NUM
easat-7215	269	6	:	:	SYM
easat-7215	269	7	1545	1545	NUM
easat-7215	269	8	-	-	SYM
easat-7215	269	9	1556	1556	NUM
easat-7215	269	10	,	,	PUNCT
easat-7215	269	11	2025	2025	NUM
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easat-7215	269	13	:	:	PUNCT
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easat-7215	271	1	[	[	X
easat-7215	271	2	15	15	NUM
easat-7215	271	3	]	]	X
easat-7215	271	4	f.	f.	PROPN
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easat-7215	271	6	,	,	PUNCT
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easat-7215	271	15	,	,	PUNCT
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easat-7215	271	23	"	"	PUNCT
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easat-7215	271	26	the	the	DET
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easat-7215	271	54	.	.	PROPN
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easat-7215	271	56	,	,	PUNCT
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easat-7215	271	59	14	14	NUM
easat-7215	271	60	,	,	PUNCT
easat-7215	271	61	p.	p.	NOUN
easat-7215	271	62	8460	8460	NUM
easat-7215	271	63	,	,	PUNCT
easat-7215	271	64	2022	2022	NUM
easat-7215	271	65	.	.	PUNCT
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easat-7215	272	1	[	[	X
easat-7215	272	2	16	16	NUM
easat-7215	272	3	]	]	X
easat-7215	272	4	s.	s.	PROPN
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easat-7215	272	6	,	,	PUNCT
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easat-7215	272	14	,	,	PUNCT
easat-7215	272	15	"	"	PUNCT
easat-7215	272	16	crash	crash	NOUN
easat-7215	272	17	risk	risk	NOUN
easat-7215	272	18	by	by	ADP
easat-7215	272	19	driver	driver	NOUN
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easat-7215	272	23	,	,	PUNCT
easat-7215	272	24	and	and	CCONJ
easat-7215	272	25	time	time	NOUN
easat-7215	272	26	of	of	ADP
easat-7215	272	27	day	day	NOUN
easat-7215	272	28	using	use	VERB
easat-7215	272	29	a	a	DET
easat-7215	272	30	new	new	ADJ
easat-7215	272	31	exposure	exposure	NOUN
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easat-7215	272	33	,	,	PUNCT
easat-7215	272	34	"	"	PUNCT
easat-7215	272	35	journal	journal	NOUN
easat-7215	272	36	of	of	ADP
easat-7215	272	37	safety	safety	NOUN
easat-7215	272	38	research	research	NOUN
easat-7215	272	39	,	,	PUNCT
easat-7215	272	40	vol	vol	NOUN
easat-7215	272	41	.	.	PROPN
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easat-7215	272	43	,	,	PUNCT
easat-7215	272	44	pp	pp	ADJ
easat-7215	272	45	.	.	PUNCT
easat-7215	273	1	131	131	NUM
easat-7215	273	2	-	-	SYM
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easat-7215	273	4	,	,	PUNCT
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easat-7215	273	6	.	.	PUNCT
easat-7215	274	1	https://doi.org/10.1016/j.jsr.2018.07.002	https://doi.org/10.1016/j.jsr.2018.07.002	NOUN
easat-7215	275	1	[	[	X
easat-7215	275	2	17	17	NUM
easat-7215	275	3	]	]	PUNCT
easat-7215	275	4	m.	m.	NOUN
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easat-7215	275	6	,	,	PUNCT
easat-7215	275	7	r.	r.	PROPN
easat-7215	275	8	imam	imam	PROPN
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easat-7215	275	10	and	and	CCONJ
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easat-7215	275	14	,	,	PUNCT
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easat-7215	275	16	modelling	modelling	NOUN
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easat-7215	275	18	traffic	traffic	NOUN
easat-7215	275	19	accident	accident	NOUN
easat-7215	275	20	severity	severity	NOUN
easat-7215	275	21	in	in	ADP
easat-7215	275	22	jordan	jordan	PROPN
easat-7215	275	23	using	use	VERB
easat-7215	275	24	machine	machine	NOUN
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easat-7215	275	26	,	,	PUNCT
easat-7215	275	27	"	"	PUNCT
easat-7215	275	28	international	international	ADJ
easat-7215	275	29	review	review	NOUN
easat-7215	275	30	of	of	ADP
easat-7215	275	31	civil	civil	ADJ
easat-7215	275	32	engineering	engineering	NOUN
easat-7215	275	33	,	,	PUNCT
easat-7215	275	34	vol	vol	NOUN
easat-7215	275	35	.	.	PROPN
easat-7215	275	36	14	14	NUM
easat-7215	275	37	,	,	PUNCT
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easat-7215	275	39	.	.	NOUN
easat-7215	275	40	5	5	NUM
easat-7215	275	41	,	,	PUNCT
easat-7215	275	42	2023	2023	NUM
easat-7215	275	43	.	.	PUNCT
easat-7215	275	44	https://doi.org/10.15866/irece.v14i5.22730	https://doi.org/10.15866/irece.v14i5.22730	X
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easat-7215	276	2	18	18	NUM
easat-7215	276	3	]	]	PUNCT
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easat-7215	276	9	,	,	PUNCT
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easat-7215	276	12	,	,	PUNCT
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easat-7215	276	14	a.	a.	NOUN
easat-7215	276	15	drigas	drigas	NOUN
easat-7215	276	16	,	,	PUNCT
easat-7215	276	17	"	"	PUNCT
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easat-7215	276	19	under	under	ADP
easat-7215	276	20	cognitive	cognitive	ADJ
easat-7215	276	21	control	control	NOUN
easat-7215	276	22	:	:	PUNCT
easat-7215	276	23	the	the	DET
easat-7215	276	24	impact	impact	NOUN
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easat-7215	276	26	executive	executive	ADJ
easat-7215	276	27	functions	function	NOUN
easat-7215	276	28	in	in	ADP
easat-7215	276	29	driving	drive	VERB
easat-7215	276	30	,	,	PUNCT
easat-7215	276	31	"	"	PUNCT
easat-7215	276	32	world	world	NOUN
easat-7215	276	33	electric	electric	PROPN
easat-7215	276	34	vehicle	vehicle	NOUN
easat-7215	276	35	journal	journal	PROPN
easat-7215	276	36	,	,	PUNCT
easat-7215	276	37	vol	vol	NOUN
easat-7215	276	38	.	.	PROPN
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easat-7215	276	40	,	,	PUNCT
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easat-7215	276	42	.	.	NOUN
easat-7215	276	43	10	10	NUM
easat-7215	276	44	,	,	PUNCT
easat-7215	276	45	p.	p.	NOUN
easat-7215	276	46	474	474	NUM
easat-7215	276	47	,	,	PUNCT
easat-7215	276	48	2024	2024	NUM
easat-7215	276	49	.	.	PUNCT
easat-7215	277	1	https://doi.org/10.3390/wevj15100474	https://doi.org/10.3390/wevj15100474	NOUN
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easat-7215	277	3	19	19	NUM
easat-7215	277	4	]	]	X
easat-7215	277	5	g.	g.	PROPN
easat-7215	277	6	tiwari	tiwari	PROPN
easat-7215	277	7	,	,	PUNCT
easat-7215	277	8	r.	r.	PROPN
easat-7215	277	9	goel	goel	PROPN
easat-7215	277	10	,	,	PUNCT
easat-7215	277	11	and	and	CCONJ
easat-7215	277	12	k.	k.	PROPN
easat-7215	277	13	bhalla	bhalla	PROPN
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easat-7215	277	16	road	road	NOUN
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easat-7215	277	18	in	in	ADP
easat-7215	277	19	india	india	PROPN
easat-7215	277	20	:	:	PUNCT
easat-7215	277	21	status	status	NOUN
easat-7215	277	22	report	report	NOUN
easat-7215	277	23	.	.	PUNCT
easat-7215	278	1	new	new	ADJ
easat-7215	278	2	delhi	delhi	PROPN
easat-7215	278	3	:	:	PUNCT
easat-7215	278	4	transportation	transportation	NOUN
easat-7215	278	5	research	research	PROPN
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easat-7215	278	7	injury	injury	PROPN
easat-7215	278	8	prevention	prevention	PROPN
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easat-7215	278	10	,	,	PUNCT
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easat-7215	278	12	institute	institute	PROPN
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easat-7215	278	14	technology	technology	PROPN
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easat-7215	278	16	,	,	PUNCT
easat-7215	278	17	"	"	PUNCT
easat-7215	278	18	retrieved	retrieve	VERB
easat-7215	278	19	:	:	PUNCT
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easat-7215	278	23	.	.	PUNCT
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easat-7215	279	2	20	20	NUM
easat-7215	279	3	]	]	PUNCT
easat-7215	279	4	a.	a.	NOUN
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easat-7215	279	6	,	,	PUNCT
easat-7215	279	7	g.	g.	PROPN
easat-7215	279	8	k.	k.	PROPN
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easat-7215	279	10	,	,	PUNCT
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easat-7215	279	14	j.	j.	PROPN
easat-7215	279	15	k.	k.	PROPN
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easat-7215	279	17	,	,	PUNCT
easat-7215	279	18	s.	s.	PROPN
easat-7215	279	19	a.	a.	PROPN
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easat-7215	279	21	,	,	PUNCT
easat-7215	279	22	and	and	CCONJ
easat-7215	279	23	d.	d.	PROPN
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easat-7215	279	28	model	model	NOUN
easat-7215	279	29	analysis	analysis	NOUN
easat-7215	279	30	of	of	ADP
easat-7215	279	31	road	road	NOUN
easat-7215	279	32	traffic	traffic	NOUN
easat-7215	279	33	accidents	accident	NOUN
easat-7215	279	34	in	in	ADP
easat-7215	279	35	ghana	ghana	PROPN
easat-7215	279	36	,	,	PUNCT
easat-7215	279	37	"	"	PUNCT
easat-7215	279	38	international	international	ADJ
easat-7215	279	39	journal	journal	NOUN
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easat-7215	279	41	statistics	statistic	NOUN
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easat-7215	279	43	applications	application	NOUN
easat-7215	279	44	,	,	PUNCT
easat-7215	279	45	vol	vol	NOUN
easat-7215	279	46	.	.	PROPN
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easat-7215	279	48	,	,	PUNCT
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easat-7215	279	50	.	.	PUNCT
easat-7215	280	1	105	105	NUM
easat-7215	280	2	-	-	SYM
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easat-7215	280	6	.	.	PUNCT
easat-7215	281	1	[	[	X
easat-7215	281	2	21	21	NUM
easat-7215	281	3	]	]	PUNCT
easat-7215	281	4	a.	a.	NOUN
easat-7215	281	5	bener	bener	PROPN
easat-7215	281	6	,	,	PUNCT
easat-7215	281	7	s.	s.	PROPN
easat-7215	281	8	j.	j.	PROPN
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easat-7215	281	10	,	,	PUNCT
easat-7215	281	11	m.	m.	NOUN
easat-7215	281	12	al	al	PROPN
easat-7215	281	13	-	-	PUNCT
easat-7215	281	14	malki	malki	PROPN
easat-7215	281	15	,	,	PUNCT
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easat-7215	281	17	shotar	shotar	NOUN
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easat-7215	281	19	m.	m.	NOUN
easat-7215	281	20	al	al	PROPN
easat-7215	281	21	-	-	PUNCT
easat-7215	281	22	said	say	VERB
easat-7215	281	23	,	,	PUNCT
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easat-7215	281	26	jadaan	jadaan	PROPN
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easat-7215	281	30	traffic	traffic	NOUN
easat-7215	281	31	fatalities	fatality	NOUN
easat-7215	281	32	in	in	ADP
easat-7215	281	33	qatar	qatar	PROPN
easat-7215	281	34	,	,	PUNCT
easat-7215	281	35	jordan	jordan	PROPN
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easat-7215	281	39	:	:	PUNCT
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easat-7215	281	41	using	use	VERB
easat-7215	281	42	regression	regression	NOUN
easat-7215	281	43	analysis	analysis	NOUN
easat-7215	281	44	and	and	CCONJ
easat-7215	281	45	the	the	DET
easat-7215	281	46	relationship	relationship	NOUN
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easat-7215	281	54	health	health	PROPN
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easat-7215	281	57	vol	vol	NOUN
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easat-7215	281	60	,	,	PUNCT
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easat-7215	281	63	3	3	NUM
easat-7215	281	64	,	,	PUNCT
easat-7215	281	65	pp	pp	ADJ
easat-7215	281	66	.	.	PUNCT
easat-7215	282	1	318	318	NUM
easat-7215	282	2	-	-	SYM
easat-7215	282	3	323	323	NUM
easat-7215	282	4	,	,	PUNCT
easat-7215	282	5	2010	2010	NUM
easat-7215	282	6	.	.	PUNCT
easat-7215	283	1	[	[	X
easat-7215	283	2	22	22	NUM
easat-7215	283	3	]	]	X
easat-7215	283	4	e.	e.	PROPN
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easat-7215	283	7	r.	r.	PROPN
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easat-7215	283	10	"	"	PUNCT
easat-7215	283	11	road	road	NOUN
easat-7215	283	12	accident	accident	NOUN
easat-7215	283	13	fatalities	fatality	NOUN
easat-7215	283	14	forecasting	forecasting	NOUN
easat-7215	283	15	models	model	NOUN
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easat-7215	283	21	:	:	PUNCT
easat-7215	283	22	a	a	DET
easat-7215	283	23	case	case	NOUN
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easat-7215	283	31	and	and	CCONJ
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easat-7215	283	38	,	,	PUNCT
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easat-7215	283	42	,	,	PUNCT
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easat-7215	283	46	-	-	SYM
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easat-7215	283	48	,	,	PUNCT
easat-7215	283	49	2024	2024	NUM
easat-7215	283	50	.	.	PUNCT
easat-7215	284	1	[	[	X
easat-7215	284	2	23	23	NUM
easat-7215	284	3	]	]	PUNCT
easat-7215	284	4	world	world	PROPN
easat-7215	284	5	health	health	NOUN
easat-7215	284	6	organization	organization	NOUN
easat-7215	284	7	,	,	PUNCT
easat-7215	284	8	"	"	PUNCT
easat-7215	284	9	global	global	ADJ
easat-7215	284	10	status	status	NOUN
easat-7215	284	11	report	report	NOUN
easat-7215	284	12	on	on	ADP
easat-7215	284	13	road	road	NOUN
easat-7215	284	14	safety	safety	NOUN
easat-7215	284	15	,	,	PUNCT
easat-7215	284	16	"	"	PUNCT
easat-7215	284	17	retrieved	retrieve	VERB
easat-7215	284	18	:	:	PUNCT
easat-7215	284	19	https://www.who.int/teams/socialdeterminants-of-health/safety-and-mobility/global-status-report-on-road-safety-2023	https://www.who.int/teams/socialdeterminants-of-health/safety-and-mobility/global-status-report-on-road-safety-2023	PROPN
easat-7215	284	20	,	,	PUNCT
easat-7215	284	21	2023	2023	NUM
easat-7215	284	22	.	.	PUNCT
easat-7215	285	1	[	[	X
easat-7215	285	2	24	24	NUM
easat-7215	285	3	]	]	X
easat-7215	285	4	l.	l.	PROPN
easat-7215	285	5	malka	malka	PROPN
easat-7215	285	6	,	,	PUNCT
easat-7215	285	7	r.	r.	PROPN
easat-7215	285	8	dervishi	dervishi	PROPN
easat-7215	285	9	,	,	PUNCT
easat-7215	285	10	p.	p.	PROPN
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easat-7215	285	12	,	,	PUNCT
easat-7215	285	13	i.	i.	PROPN
easat-7215	285	14	konomi	konomi	PROPN
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easat-7215	285	16	r.	r.	PROPN
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easat-7215	285	18	,	,	PUNCT
easat-7215	285	19	and	and	CCONJ
easat-7215	285	20	e.	e.	PROPN
easat-7215	285	21	cenaj	cenaj	PROPN
easat-7215	285	22	,	,	PUNCT
easat-7215	285	23	"	"	PUNCT
easat-7215	285	24	modelling	model	VERB
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easat-7215	285	28	impact	impact	NOUN
easat-7215	285	29	in	in	ADP
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easat-7215	285	31	to	to	PART
easat-7215	285	32	meet	meet	VERB
easat-7215	285	33	the	the	DET
easat-7215	285	34	sector	sector	NOUN
easat-7215	285	35	’s	’s	PART
easat-7215	285	36	climate	climate	NOUN
easat-7215	285	37	goals	goal	NOUN
easat-7215	285	38	in	in	ADP
easat-7215	285	39	2050	2050	NUM
easat-7215	285	40	,	,	PUNCT
easat-7215	285	41	"	"	PUNCT
easat-7215	285	42	weseas	weseas	PROPN
easat-7215	285	43	trans	trans	PROPN
easat-7215	285	44	environ	environ	PROPN
easat-7215	285	45	dev	dev	PROPN
easat-7215	285	46	,	,	PUNCT
easat-7215	285	47	vol	vol	NOUN
easat-7215	285	48	.	.	PROPN
easat-7215	285	49	20	20	NUM
easat-7215	285	50	,	,	PUNCT
easat-7215	285	51	pp	pp	ADJ
easat-7215	285	52	.	.	PUNCT
easat-7215	286	1	350	350	NUM
easat-7215	286	2	-	-	SYM
easat-7215	286	3	64	64	NUM
easat-7215	286	4	,	,	PUNCT
easat-7215	286	5	2024	2024	NUM
easat-7215	286	6	.	.	PUNCT
easat-7215	287	1	https://doi.org/10.37394/232015.2024.20.34	https://doi.org/10.37394/232015.2024.20.34	NOUN
easat-7215	287	2	[	[	X
easat-7215	287	3	25	25	NUM
easat-7215	287	4	]	]	X
easat-7215	287	5	c.	c.	PROPN
easat-7215	287	6	oprea	oprea	PROPN
easat-7215	287	7	,	,	PUNCT
easat-7215	287	8	e.	e.	PROPN
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easat-7215	287	10	,	,	PUNCT
easat-7215	287	11	i.	i.	PROPN
easat-7215	287	12	preda	preda	PROPN
easat-7215	287	13	,	,	PUNCT
easat-7215	287	14	a.	a.	PROPN
easat-7215	287	15	ilie	ilie	PROPN
easat-7215	287	16	,	,	PUNCT
easat-7215	287	17	m.	m.	NOUN
easat-7215	287	18	rosca	rosca	PROPN
easat-7215	287	19	,	,	PUNCT
easat-7215	287	20	and	and	CCONJ
easat-7215	287	21	f.	f.	PROPN
easat-7215	287	22	rusca	rusca	PROPN
easat-7215	287	23	,	,	PUNCT
easat-7215	287	24	"	"	PUNCT
easat-7215	287	25	forecasting	forecasting	NOUN
easat-7215	287	26	methods	method	NOUN
easat-7215	287	27	for	for	ADP
easat-7215	287	28	road	road	NOUN
easat-7215	287	29	accidents	accident	NOUN
easat-7215	287	30	in	in	ADP
easat-7215	287	31	the	the	DET
easat-7215	287	32	case	case	NOUN
easat-7215	287	33	of	of	ADP
easat-7215	287	34	bucharest	bucharest	PROPN
easat-7215	287	35	city	city	NOUN
easat-7215	287	36	,	,	PUNCT
easat-7215	287	37	"	"	PUNCT
easat-7215	287	38	engineering	engineering	NOUN
easat-7215	287	39	proceedings	proceeding	NOUN
easat-7215	287	40	,	,	PUNCT
easat-7215	287	41	vol	vol	NOUN
easat-7215	287	42	.	.	PROPN
easat-7215	287	43	68	68	NUM
easat-7215	287	44	,	,	PUNCT
easat-7215	287	45	no	no	INTJ
easat-7215	287	46	.	.	NOUN
easat-7215	287	47	1	1	NUM
easat-7215	287	48	,	,	PUNCT
easat-7215	287	49	p.	p.	NOUN
easat-7215	287	50	3	3	NUM
easat-7215	287	51	,	,	PUNCT
easat-7215	287	52	2024	2024	NUM
easat-7215	287	53	.	.	PUNCT
easat-7215	288	1	https://doi.org/10.3390/engproc2024068003	https://doi.org/10.3390/engproc2024068003	NOUN
easat-7215	288	2	[	[	X
easat-7215	288	3	26	26	NUM
easat-7215	288	4	]	]	X
easat-7215	288	5	d.	d.	PROPN
easat-7215	288	6	andreassen	andreassen	PROPN
easat-7215	288	7	,	,	PUNCT
easat-7215	288	8	"	"	PUNCT
easat-7215	288	9	population	population	NOUN
easat-7215	288	10	and	and	CCONJ
easat-7215	288	11	registered	register	VERB
easat-7215	288	12	vehicle	vehicle	NOUN
easat-7215	288	13	data	datum	NOUN
easat-7215	288	14	vs.	vs.	ADP
easat-7215	288	15	road	road	NOUN
easat-7215	288	16	deaths	death	NOUN
easat-7215	288	17	,	,	PUNCT
easat-7215	288	18	"	"	PUNCT
easat-7215	288	19	accident	accident	NOUN
easat-7215	288	20	analysis	analysis	NOUN
easat-7215	288	21	&	&	CCONJ
easat-7215	288	22	prevention	prevention	NOUN
easat-7215	288	23	,	,	PUNCT
easat-7215	288	24	vol	vol	NOUN
easat-7215	288	25	.	.	PROPN
easat-7215	288	26	23	23	NUM
easat-7215	288	27	,	,	PUNCT
easat-7215	288	28	no	no	INTJ
easat-7215	288	29	.	.	NOUN
easat-7215	288	30	5	5	NUM
easat-7215	288	31	,	,	PUNCT
easat-7215	288	32	pp	pp	ADJ
easat-7215	288	33	.	.	PUNCT
easat-7215	289	1	343	343	NUM
easat-7215	289	2	-	-	SYM
easat-7215	289	3	351	351	NUM
easat-7215	289	4	,	,	PUNCT
easat-7215	289	5	1991	1991	NUM
easat-7215	289	6	.	.	PUNCT
easat-7215	290	1	https://doi.org/10.1016/0001-4575(91)90055-a	https://doi.org/10.1016/0001-4575(91)90055-a	PROPN
easat-7215	290	2	[	[	X
easat-7215	290	3	27	27	NUM
easat-7215	290	4	]	]	PUNCT
easat-7215	290	5	p.	p.	NOUN
easat-7215	290	6	p.	p.	NOUN
easat-7215	290	7	valli	valli	PROPN
easat-7215	290	8	,	,	PUNCT
easat-7215	290	9	"	"	PUNCT
easat-7215	290	10	road	road	NOUN
easat-7215	290	11	accident	accident	NOUN
easat-7215	290	12	models	model	NOUN
easat-7215	290	13	for	for	ADP
easat-7215	290	14	large	large	ADJ
easat-7215	290	15	metropolitan	metropolitan	ADJ
easat-7215	290	16	cities	city	NOUN
easat-7215	290	17	of	of	ADP
easat-7215	290	18	india	india	PROPN
easat-7215	290	19	,	,	PUNCT
easat-7215	290	20	"	"	PUNCT
easat-7215	290	21	iatss	iatss	NOUN
easat-7215	290	22	research	research	NOUN
easat-7215	290	23	,	,	PUNCT
easat-7215	290	24	vol	vol	NOUN
easat-7215	290	25	.	.	PROPN
easat-7215	290	26	29	29	NUM
easat-7215	290	27	,	,	PUNCT
easat-7215	290	28	no	no	INTJ
easat-7215	290	29	.	.	NOUN
easat-7215	290	30	1	1	NUM
easat-7215	290	31	,	,	PUNCT
easat-7215	290	32	pp	pp	ADJ
easat-7215	290	33	.	.	PUNCT
easat-7215	291	1	57	57	NUM
easat-7215	291	2	-	-	SYM
easat-7215	291	3	65	65	NUM
easat-7215	291	4	,	,	PUNCT
easat-7215	291	5	2005	2005	NUM
easat-7215	291	6	.	.	PUNCT
easat-7215	292	1	https://doi.org/10.1016/s0386-1112(14)60119-9	https://doi.org/10.1016/s0386-1112(14)60119-9	NOUN
easat-7215	293	1	[	[	X
easat-7215	293	2	28	28	NUM
easat-7215	293	3	]	]	X
easat-7215	293	4	t.	t.	NOUN
easat-7215	293	5	tsuboi	tsuboi	NOUN
easat-7215	293	6	,	,	PUNCT
easat-7215	293	7	"	"	PUNCT
easat-7215	293	8	quantitative	quantitative	ADJ
easat-7215	293	9	traffic	traffic	NOUN
easat-7215	293	10	safety	safety	NOUN
easat-7215	293	11	analysis	analysis	NOUN
easat-7215	293	12	for	for	ADP
easat-7215	293	13	india	india	PROPN
easat-7215	293	14	by	by	ADP
easat-7215	293	15	japanese	japanese	ADJ
easat-7215	293	16	experience	experience	NOUN
easat-7215	293	17	,	,	PUNCT
easat-7215	293	18	"	"	PUNCT
easat-7215	293	19	sociology	sociology	NOUN
easat-7215	293	20	,	,	PUNCT
easat-7215	293	21	vol	vol	NOUN
easat-7215	293	22	.	.	PROPN
easat-7215	293	23	10	10	NUM
easat-7215	293	24	,	,	PUNCT
easat-7215	293	25	no	no	INTJ
easat-7215	293	26	.	.	NOUN
easat-7215	293	27	1	1	NUM
easat-7215	293	28	,	,	PUNCT
easat-7215	293	29	pp	pp	ADJ
easat-7215	293	30	.	.	PUNCT
easat-7215	294	1	1	1	NUM
easat-7215	294	2	-	-	SYM
easat-7215	294	3	14	14	NUM
easat-7215	294	4	,	,	PUNCT
easat-7215	294	5	2020	2020	NUM
easat-7215	294	6	.	.	PUNCT
easat-7215	295	1	[	[	X
easat-7215	295	2	29	29	NUM
easat-7215	295	3	]	]	PUNCT
easat-7215	295	4	t.	t.	PROPN
easat-7215	295	5	k.	k.	PROPN
easat-7215	295	6	ray	ray	PROPN
easat-7215	295	7	and	and	CCONJ
easat-7215	295	8	s.	s.	PROPN
easat-7215	295	9	bhaduri	bhaduri	PROPN
easat-7215	295	10	,	,	PUNCT
easat-7215	295	11	"	"	PUNCT
easat-7215	295	12	application	application	NOUN
easat-7215	295	13	of	of	ADP
easat-7215	295	14	road	road	NOUN
easat-7215	295	15	traffic	traffic	NOUN
easat-7215	295	16	accident	accident	NOUN
easat-7215	295	17	modelling	modelling	NOUN
easat-7215	295	18	for	for	ADP
easat-7215	295	19	future	future	ADJ
easat-7215	295	20	prediction	prediction	NOUN
easat-7215	295	21	:	:	PUNCT
easat-7215	295	22	a	a	DET
easat-7215	295	23	case	case	NOUN
easat-7215	295	24	study	study	NOUN
easat-7215	295	25	of	of	ADP
easat-7215	295	26	kolkata	kolkata	PROPN
easat-7215	295	27	,	,	PUNCT
easat-7215	295	28	"	"	PUNCT
easat-7215	295	29	int	int	NOUN
easat-7215	295	30	j	j	PROPN
easat-7215	295	31	cur	cur	VERB
easat-7215	295	32	res	re	NOUN
easat-7215	295	33	rev|	rev|	ADJ
easat-7215	295	34	vol	vol	NOUN
easat-7215	295	35	,	,	PUNCT
easat-7215	295	36	vol	vol	NOUN
easat-7215	295	37	.	.	NOUN
easat-7215	296	1	9	9	NUM
easat-7215	296	2	,	,	PUNCT
easat-7215	296	3	no	no	INTJ
easat-7215	296	4	.	.	NOUN
easat-7215	296	5	5	5	NUM
easat-7215	296	6	,	,	PUNCT
easat-7215	296	7	p.	p.	NOUN
easat-7215	296	8	1	1	NUM
easat-7215	296	9	,	,	PUNCT
easat-7215	296	10	2017	2017	NUM
easat-7215	296	11	.	.	PUNCT
easat-7215	297	1	[	[	X
easat-7215	297	2	30	30	NUM
easat-7215	297	3	]	]	X
easat-7215	297	4	d.	d.	PROPN
easat-7215	297	5	lord	lord	PROPN
easat-7215	297	6	and	and	CCONJ
easat-7215	297	7	b.	b.	PROPN
easat-7215	297	8	n.	n.	PROPN
easat-7215	297	9	persaud	persaud	PROPN
easat-7215	297	10	,	,	PUNCT
easat-7215	297	11	"	"	PUNCT
easat-7215	297	12	estimating	estimate	VERB
easat-7215	297	13	the	the	DET
easat-7215	297	14	safety	safety	NOUN
easat-7215	297	15	performance	performance	NOUN
easat-7215	297	16	of	of	ADP
easat-7215	297	17	urban	urban	ADJ
easat-7215	297	18	road	road	NOUN
easat-7215	297	19	transportation	transportation	NOUN
easat-7215	297	20	networks	network	NOUN
easat-7215	297	21	,	,	PUNCT
easat-7215	297	22	"	"	PUNCT
easat-7215	297	23	accident	accident	NOUN
easat-7215	297	24	analysis	analysis	NOUN
easat-7215	297	25	&	&	CCONJ
easat-7215	297	26	prevention	prevention	NOUN
easat-7215	297	27	,	,	PUNCT
easat-7215	297	28	vol	vol	NOUN
easat-7215	297	29	.	.	PROPN
easat-7215	297	30	36	36	NUM
easat-7215	297	31	,	,	PUNCT
easat-7215	297	32	no	no	INTJ
easat-7215	297	33	.	.	NOUN
easat-7215	297	34	4	4	NUM
easat-7215	297	35	,	,	PUNCT
easat-7215	297	36	pp	pp	ADJ
easat-7215	297	37	.	.	PUNCT
easat-7215	298	1	609	609	NUM
easat-7215	298	2	-	-	SYM
easat-7215	298	3	620	620	NUM
easat-7215	298	4	,	,	PUNCT
easat-7215	298	5	2004	2004	NUM
easat-7215	298	6	.	.	PUNCT
easat-7215	299	1	https://doi.org/10.1016/s0001-4575(03)00069-1	https://doi.org/10.1016/s0001-4575(03)00069-1	PROPN
easat-7215	300	1	[	[	X
easat-7215	300	2	31	31	NUM
easat-7215	300	3	]	]	PUNCT
easat-7215	300	4	a.	a.	PROPN
easat-7215	300	5	c.	c.	PROPN
easat-7215	300	6	mbakwe	mbakwe	PROPN
easat-7215	300	7	,	,	PUNCT
easat-7215	300	8	a.	a.	PROPN
easat-7215	300	9	a.	a.	PROPN
easat-7215	300	10	saka	saka	PROPN
easat-7215	300	11	,	,	PUNCT
easat-7215	300	12	k.	k.	PROPN
easat-7215	300	13	choi	choi	PROPN
easat-7215	300	14	,	,	PUNCT
easat-7215	300	15	and	and	CCONJ
easat-7215	300	16	y.-j	y.-j	PROPN
easat-7215	300	17	.	.	PROPN
easat-7215	300	18	lee	lee	PROPN
easat-7215	300	19	,	,	PUNCT
easat-7215	300	20	"	"	PUNCT
easat-7215	300	21	alternative	alternative	ADJ
easat-7215	300	22	method	method	NOUN
easat-7215	300	23	of	of	ADP
easat-7215	300	24	highway	highway	NOUN
easat-7215	300	25	traffic	traffic	NOUN
easat-7215	300	26	safety	safety	NOUN
easat-7215	300	27	analysis	analysis	NOUN
easat-7215	300	28	for	for	ADP
easat-7215	300	29	developing	develop	VERB
easat-7215	300	30	countries	country	NOUN
easat-7215	300	31	using	use	VERB
easat-7215	300	32	delphi	delphi	NOUN
easat-7215	300	33	technique	technique	NOUN
easat-7215	300	34	and	and	CCONJ
easat-7215	300	35	bayesian	bayesian	NOUN
easat-7215	300	36	network	network	NOUN
easat-7215	300	37	,	,	PUNCT
easat-7215	300	38	"	"	PUNCT
easat-7215	300	39	accident	accident	NOUN
easat-7215	300	40	analysis	analysis	NOUN
easat-7215	300	41	&	&	CCONJ
easat-7215	300	42	prevention	prevention	NOUN
easat-7215	300	43	,	,	PUNCT
easat-7215	300	44	vol	vol	NOUN
easat-7215	300	45	.	.	PROPN
easat-7215	300	46	93	93	NUM
easat-7215	300	47	,	,	PUNCT
easat-7215	300	48	pp	pp	ADJ
easat-7215	300	49	.	.	PUNCT
easat-7215	300	50	135146	135146	NUM
easat-7215	300	51	,	,	PUNCT
easat-7215	300	52	2016	2016	NUM
easat-7215	300	53	.	.	PUNCT
easat-7215	301	1	https://doi.org/10.1016/j.aap.2016.04.020	https://doi.org/10.1016/j.aap.2016.04.020	VERB
easat-7215	301	2	[	[	X
easat-7215	301	3	32	32	NUM
easat-7215	301	4	]	]	SYM
easat-7215	301	5	transporti	transporti	PROPN
easat-7215	301	6	,	,	PUNCT
easat-7215	301	7	"	"	PUNCT
easat-7215	301	8	accidents	accident	NOUN
easat-7215	301	9	and	and	CCONJ
easat-7215	301	10	characteristics	characteristic	NOUN
easat-7215	301	11	of	of	ADP
easat-7215	301	12	road	road	NOUN
easat-7215	301	13	vehicles	vehicle	NOUN
easat-7215	301	14	,	,	PUNCT
easat-7215	301	15	"	"	PUNCT
easat-7215	301	16	retrieved	retrieve	VERB
easat-7215	301	17	:	:	PUNCT
easat-7215	301	18	https://www.instat.gov.al/	https://www.instat.gov.al/	NOUN
easat-7215	301	19	,	,	PUNCT
easat-7215	301	20	2024	2024	NUM
easat-7215	301	21	.	.	PUNCT
easat-7215	302	1	[	[	X
easat-7215	302	2	33	33	NUM
easat-7215	302	3	]	]	X
easat-7215	302	4	european	european	PROPN
easat-7215	302	5	commission	commission	PROPN
easat-7215	302	6	,	,	PUNCT
easat-7215	302	7	"	"	PUNCT
easat-7215	302	8	european	european	ADJ
easat-7215	302	9	road	road	NOUN
easat-7215	302	10	safety	safety	NOUN
easat-7215	302	11	observatory	observatory	NOUN
easat-7215	302	12	,	,	PUNCT
easat-7215	302	13	directorate	directorate	ADJ
easat-7215	302	14	general	general	NOUN
easat-7215	302	15	for	for	ADP
easat-7215	302	16	transport	transport	NOUN
easat-7215	302	17	,	,	PUNCT
easat-7215	302	18	"	"	PUNCT
easat-7215	302	19	retrieved	retrieve	VERB
easat-7215	302	20	:	:	PUNCT
easat-7215	302	21	https://roadsafety.transport.ec.europa.eu/system/files/2021-07/asr2020.pdf	https://roadsafety.transport.ec.europa.eu/system/files/2021-07/asr2020.pdf	PROPN
easat-7215	302	22	,	,	PUNCT
easat-7215	302	23	2021	2021	NUM
easat-7215	302	24	.	.	PUNCT
easat-7215	303	1	[	[	X
easat-7215	303	2	34	34	NUM
easat-7215	303	3	]	]	PUNCT
easat-7215	303	4	a.	a.	NOUN
easat-7215	303	5	borsos	borsos	PROPN
easat-7215	303	6	,	,	PUNCT
easat-7215	303	7	c.	c.	PROPN
easat-7215	303	8	koren	koren	PROPN
easat-7215	303	9	,	,	PUNCT
easat-7215	303	10	j.	j.	PROPN
easat-7215	303	11	n.	n.	PROPN
easat-7215	303	12	ivan	ivan	PROPN
easat-7215	303	13	,	,	PUNCT
easat-7215	303	14	and	and	CCONJ
easat-7215	303	15	n.	n.	PROPN
easat-7215	303	16	ravishanker	ravishanker	NOUN
easat-7215	303	17	,	,	PUNCT
easat-7215	303	18	"	"	PUNCT
easat-7215	303	19	long	long	ADJ
easat-7215	303	20	-	-	PUNCT
easat-7215	303	21	term	term	NOUN
easat-7215	303	22	safety	safety	NOUN
easat-7215	303	23	trends	trend	NOUN
easat-7215	303	24	as	as	ADP
easat-7215	303	25	a	a	DET
easat-7215	303	26	function	function	NOUN
easat-7215	303	27	of	of	ADP
easat-7215	303	28	vehicle	vehicle	NOUN
easat-7215	303	29	ownership	ownership	NOUN
easat-7215	303	30	in	in	ADP
easat-7215	303	31	26	26	NUM
easat-7215	303	32	countries	country	NOUN
easat-7215	303	33	,	,	PUNCT
easat-7215	303	34	"	"	PUNCT
easat-7215	303	35	transportation	transportation	NOUN
easat-7215	303	36	research	research	NOUN
easat-7215	303	37	record	record	NOUN
easat-7215	303	38	,	,	PUNCT
easat-7215	303	39	vol	vol	NOUN
easat-7215	303	40	.	.	PROPN
easat-7215	303	41	2280	2280	NUM
easat-7215	303	42	,	,	PUNCT
easat-7215	303	43	no	no	INTJ
easat-7215	303	44	.	.	NOUN
easat-7215	303	45	1	1	NUM
easat-7215	303	46	,	,	PUNCT
easat-7215	303	47	pp	pp	ADJ
easat-7215	303	48	.	.	PUNCT
easat-7215	304	1	154	154	NUM
easat-7215	304	2	-	-	SYM
easat-7215	304	3	161	161	NUM
easat-7215	304	4	,	,	PUNCT
easat-7215	304	5	2012	2012	NUM
easat-7215	304	6	.	.	PUNCT
easat-7215	305	1	https://doi.org/10.3141/2280-17	https://doi.org/10.3141/2280-17	NOUN
easat-7215	306	1	[	[	X
easat-7215	306	2	35	35	NUM
easat-7215	306	3	]	]	X
easat-7215	306	4	f.	f.	PROPN
easat-7215	306	5	archer	archer	PROPN
easat-7215	306	6	,	,	PUNCT
easat-7215	306	7	indicators	indicator	NOUN
easat-7215	306	8	for	for	ADP
easat-7215	306	9	traffic	traffic	NOUN
easat-7215	306	10	safety	safety	NOUN
easat-7215	306	11	assessment	assessment	NOUN
easat-7215	306	12	and	and	CCONJ
easat-7215	306	13	prediction	prediction	NOUN
easat-7215	306	14	and	and	CCONJ
easat-7215	306	15	their	their	PRON
easat-7215	306	16	application	application	NOUN
easat-7215	306	17	in	in	ADP
easat-7215	306	18	micro	micro	NOUN
easat-7215	306	19	-	-	NOUN
easat-7215	306	20	simulation	simulation	NOUN
easat-7215	306	21	modelling	modelling	NOUN
easat-7215	306	22	:	:	PUNCT
easat-7215	306	23	a	a	DET
easat-7215	306	24	study	study	NOUN
easat-7215	306	25	of	of	ADP
easat-7215	306	26	urban	urban	ADJ
easat-7215	306	27	and	and	CCONJ
easat-7215	306	28	suburban	suburban	ADJ
easat-7215	306	29	intersections	intersection	NOUN
easat-7215	306	30	.	.	PUNCT
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easat-7215	307	2	:	:	PUNCT
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easat-7215	308	8	.	.	PUNCT
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easat-7215	309	2	36	36	NUM
easat-7215	309	3	]	]	PUNCT
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easat-7215	309	19	:	:	PUNCT
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easat-7215	309	30	.	.	PUNCT
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easat-7215	312	4	.	.	PUNCT
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easat-7215	313	2	-	-	SYM
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easat-7215	317	2	.	.	PUNCT
easat-7215	318	1	a	a	DET
easat-7215	318	2	,	,	PUNCT
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easat-7215	319	6	,	,	PUNCT
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easat-7215	319	8	.	.	PUNCT
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easat-7215	320	2	-	-	SYM
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easat-7215	320	4	,	,	PUNCT
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easat-7215	320	6	.	.	PUNCT
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easat-7215	333	21	,	,	PUNCT
easat-7215	333	22	2002	2002	NUM
easat-7215	333	23	.	.	PUNCT
easat-7215	334	1	https://doi.org/10.1002/9781118391686.scard	https://doi.org/10.1002/9781118391686.scard	PUNCT
easat-7215	335	1	[	[	X
easat-7215	335	2	44	44	NUM
easat-7215	335	3	]	]	PUNCT
easat-7215	335	4	r.	r.	PROPN
easat-7215	335	5	h.	h.	PROPN
easat-7215	335	6	latief	latief	PROPN
easat-7215	335	7	,	,	PUNCT
easat-7215	335	8	r.	r.	PROPN
easat-7215	335	9	i.	i.	PROPN
easat-7215	335	10	k.	k.	PROPN
easat-7215	335	11	zaki	zaki	PROPN
easat-7215	335	12	,	,	PUNCT
easat-7215	335	13	and	and	CCONJ
easat-7215	335	14	a.	a.	PROPN
easat-7215	335	15	h.	h.	PROPN
easat-7215	335	16	albayati	albayati	PROPN
easat-7215	335	17	,	,	PUNCT
easat-7215	335	18	"	"	PUNCT
easat-7215	335	19	analysis	analysis	NOUN
easat-7215	335	20	of	of	ADP
easat-7215	335	21	road	road	NOUN
easat-7215	335	22	traffic	traffic	NOUN
easat-7215	335	23	accidents	accident	NOUN
easat-7215	335	24	among	among	ADP
easat-7215	335	25	iraqi	iraqi	ADJ
easat-7215	335	26	governorates	governorate	NOUN
easat-7215	335	27	,	,	PUNCT
easat-7215	335	28	"	"	PUNCT
easat-7215	335	29	civil	civil	ADJ
easat-7215	335	30	and	and	CCONJ
easat-7215	335	31	environmental	environmental	ADJ
easat-7215	335	32	engineering	engineering	NOUN
easat-7215	335	33	,	,	PUNCT
easat-7215	335	34	vol	vol	NOUN
easat-7215	335	35	.	.	PROPN
easat-7215	335	36	19	19	NUM
easat-7215	335	37	,	,	PUNCT
easat-7215	335	38	no	no	INTJ
easat-7215	335	39	.	.	NOUN
easat-7215	335	40	1	1	NUM
easat-7215	335	41	,	,	PUNCT
easat-7215	335	42	pp	pp	ADJ
easat-7215	335	43	.	.	PUNCT
easat-7215	336	1	134	134	NUM
easat-7215	336	2	-	-	SYM
easat-7215	336	3	48	48	NUM
easat-7215	336	4	,	,	PUNCT
easat-7215	336	5	2023	2023	NUM
easat-7215	336	6	.	.	PUNCT
easat-7215	336	7	https://doi.org/10.2478/cee-2023-0012	https://doi.org/10.2478/cee-2023-0012	NOUN
easat-7215	337	1	[	[	X
easat-7215	337	2	45	45	NUM
easat-7215	337	3	]	]	PUNCT
easat-7215	337	4	m.	m.	NOUN
easat-7215	337	5	islam	islam	PROPN
easat-7215	337	6	,	,	PUNCT
easat-7215	337	7	"	"	PUNCT
easat-7215	337	8	an	an	DET
easat-7215	337	9	exploratory	exploratory	ADJ
easat-7215	337	10	analysis	analysis	NOUN
easat-7215	337	11	on	on	ADP
easat-7215	337	12	fatalities	fatality	NOUN
easat-7215	337	13	of	of	ADP
easat-7215	337	14	roadway	roadway	NOUN
easat-7215	337	15	departure	departure	NOUN
easat-7215	337	16	crashes	crash	NOUN
easat-7215	337	17	,	,	PUNCT
easat-7215	337	18	"	"	PUNCT
easat-7215	337	19	transportation	transportation	NOUN
easat-7215	337	20	research	research	NOUN
easat-7215	337	21	circular	circular	NOUN
easat-7215	337	22	,	,	PUNCT
easat-7215	337	23	no	no	INTJ
easat-7215	337	24	.	.	PUNCT
easat-7215	338	1	e	e	X
easat-7215	338	2	-	-	PUNCT
easat-7215	338	3	c220	c220	PROPN
easat-7215	338	4	,	,	PUNCT
easat-7215	338	5	2017	2017	NUM
easat-7215	338	6	.	.	PUNCT
easat-7215	339	1	[	[	X
easat-7215	339	2	46	46	NUM
easat-7215	339	3	]	]	X
easat-7215	339	4	o.	o.	PROPN
easat-7215	339	5	i.	i.	PROPN
easat-7215	339	6	inah	inah	PROPN
easat-7215	339	7	,	,	PUNCT
easat-7215	339	8	m.	m.	PROPN
easat-7215	339	9	i.	i.	PROPN
easat-7215	339	10	ofem	ofem	PROPN
easat-7215	339	11	,	,	PUNCT
easat-7215	339	12	f.	f.	PROPN
easat-7215	339	13	i.	i.	PROPN
easat-7215	339	14	abam	abam	PROPN
easat-7215	339	15	,	,	PUNCT
easat-7215	339	16	s.	s.	PROPN
easat-7215	339	17	o.	o.	PROPN
easat-7215	339	18	effiom	effiom	PROPN
easat-7215	339	19	,	,	PUNCT
easat-7215	339	20	and	and	CCONJ
easat-7215	339	21	o.	o.	PROPN
easat-7215	339	22	o.	o.	PROPN
easat-7215	339	23	jimmy	jimmy	PROPN
easat-7215	339	24	,	,	PUNCT
easat-7215	339	25	"	"	PUNCT
easat-7215	339	26	trend	trend	NOUN
easat-7215	339	27	and	and	CCONJ
easat-7215	339	28	causative	causative	ADJ
easat-7215	339	29	factors	factor	NOUN
easat-7215	339	30	of	of	ADP
easat-7215	339	31	road	road	NOUN
easat-7215	339	32	traffic	traffic	NOUN
easat-7215	339	33	crashes	crash	NOUN
easat-7215	339	34	in	in	ADP
easat-7215	339	35	nigeria	nigeria	PROPN
easat-7215	339	36	:	:	PUNCT
easat-7215	339	37	a	a	DET
easat-7215	339	38	six	six	NUM
easat-7215	339	39	sigma	sigma	NOUN
easat-7215	339	40	(	(	PUNCT
easat-7215	339	41	dmaic	dmaic	ADJ
easat-7215	339	42	)	)	PUNCT
easat-7215	339	43	approach	approach	NOUN
easat-7215	339	44	,	,	PUNCT
easat-7215	339	45	"	"	PUNCT
easat-7215	339	46	journal	journal	NOUN
easat-7215	339	47	of	of	ADP
easat-7215	339	48	road	road	NOUN
easat-7215	339	49	safety	safety	NOUN
easat-7215	339	50	,	,	PUNCT
easat-7215	339	51	vol	vol	NOUN
easat-7215	339	52	.	.	PROPN
easat-7215	339	53	36	36	NUM
easat-7215	339	54	,	,	PUNCT
easat-7215	339	55	no	no	INTJ
easat-7215	339	56	.	.	NOUN
easat-7215	339	57	1	1	NUM
easat-7215	339	58	,	,	PUNCT
easat-7215	339	59	pp	pp	ADJ
easat-7215	339	60	.	.	PUNCT
easat-7215	340	1	53	53	NUM
easat-7215	340	2	-	-	SYM
easat-7215	340	3	65	65	NUM
easat-7215	340	4	,	,	PUNCT
easat-7215	340	5	2025	2025	NUM
easat-7215	340	6	.	.	PUNCT
easat-7215	341	1	https://doi.org/10.33492/jrs-d-25-1-2460893	https://doi.org/10.33492/jrs-d-25-1-2460893	VERB
easat-7215	341	2	https://doi.org/10.1016/b978-0-12-822424-3.00009-8	https://doi.org/10.1016/b978-0-12-822424-3.00009-8	PROPN
easat-7215	341	3	https://doi.org/10.1002/9781118391686.scard	https://doi.org/10.1002/9781118391686.scard	PUNCT
easat-7215	341	4	https://doi.org/10.2478/cee-2023-0012	https://doi.org/10.2478/cee-2023-0012	NOUN
easat-7215	341	5	https://doi.org/10.33492/jrs-d-25-1-2460893	https://doi.org/10.33492/jrs-d-25-1-2460893	VERB