id	sid	tid	token	lemma	pos
ajema-8721	1	1	1	1	NUM
ajema-8721	1	2	journal	journal	NOUN
ajema-8721	1	3	of	of	ADP
ajema-8721	1	4	engineering	engineering	NOUN
ajema-8721	1	5	,	,	PUNCT
ajema-8721	1	6	mechanics	mechanic	NOUN
ajema-8721	1	7	and	and	CCONJ
ajema-8721	1	8	architectur	architectur	PROPN
ajema-8721	1	9	139	139	NUM
ajema-8721	1	10	journal	journal	NOUN
ajema-8721	1	11	of	of	ADP
ajema-8721	1	12	engineering	engineering	NOUN
ajema-8721	1	13	,	,	PUNCT
ajema-8721	1	14	mechanics	mechanic	NOUN
ajema-8721	1	15	and	and	CCONJ
ajema-8721	1	16	architecture	architecture	NOUN
ajema-8721	1	17	www	www	NOUN
ajema-8721	1	18	.	.	PUNCT
ajema-8721	2	1	grnjournal.us	grnjournal.us	PROPN
ajema-8721	2	2	american	american	PROPN
ajema-8721	2	3	journal	journal	PROPN
ajema-8721	2	4	of	of	ADP
ajema-8721	2	5	engineering	engineering	NOUN
ajema-8721	2	6	,	,	PUNCT
ajema-8721	2	7	mechanics	mechanic	NOUN
ajema-8721	2	8	and	and	CCONJ
ajema-8721	2	9	architecture	architecture	NOUN
ajema-8721	2	10	volume	volume	NOUN
ajema-8721	2	11	3	3	NUM
ajema-8721	2	12	,	,	PUNCT
ajema-8721	2	13	issue	issue	NOUN
ajema-8721	2	14	11	11	NUM
ajema-8721	2	15	,	,	PUNCT
ajema-8721	2	16	2025	2025	NUM
ajema-8721	2	17	issn	issn	X
ajema-8721	2	18	(	(	PUNCT
ajema-8721	2	19	e	e	NOUN
ajema-8721	2	20	):	):	PUNCT
ajema-8721	2	21	2993	2993	NUM
ajema-8721	2	22	-	-	SYM
ajema-8721	2	23	2637	2637	NUM
ajema-8721	2	24	a	a	DET
ajema-8721	2	25	transfer	transfer	NOUN
ajema-8721	2	26	learning	learn	VERB
ajema-8721	2	27	approach	approach	NOUN
ajema-8721	2	28	for	for	ADP
ajema-8721	2	29	real	real	ADJ
ajema-8721	2	30	-	-	PUNCT
ajema-8721	2	31	time	time	NOUN
ajema-8721	2	32	parking	parking	NOUN
ajema-8721	2	33	availability	availability	NOUN
ajema-8721	2	34	classification	classification	NOUN
ajema-8721	2	35	using	use	VERB
ajema-8721	2	36	mobilenetv2	mobilenetv2	PROPN
ajema-8721	2	37	and	and	CCONJ
ajema-8721	3	1	efficient	efficient	ADJ
ajema-8721	3	2	net	net	ADJ
ajema-8721	3	3	s.	s.	PROPN
ajema-8721	3	4	manimaran*1	manimaran*1	PROPN
ajema-8721	3	5	,	,	PUNCT
ajema-8721	3	6	s.r	s.r	PROPN
ajema-8721	3	7	.	.	PROPN
ajema-8721	3	8	saranya2	saranya2	PROPN
ajema-8721	3	9	,	,	PUNCT
ajema-8721	3	10	m.	m.	NOUN
ajema-8721	3	11	mohamed	mohamed	PROPN
ajema-8721	3	12	thariq3	thariq3	PROPN
ajema-8721	3	13	1,2,3department	1,2,3department	NUM
ajema-8721	3	14	of	of	ADP
ajema-8721	3	15	computer	computer	NOUN
ajema-8721	3	16	science	science	NOUN
ajema-8721	3	17	engineering	engineering	NOUN
ajema-8721	3	18	,	,	PUNCT
ajema-8721	3	19	dhaanish	dhaanish	PROPN
ajema-8721	3	20	ahmed	ahmed	PROPN
ajema-8721	3	21	college	college	PROPN
ajema-8721	3	22	of	of	ADP
ajema-8721	3	23	engineering	engineering	PROPN
ajema-8721	3	24	,	,	PUNCT
ajema-8721	3	25	padappai	padappai	NOUN
ajema-8721	3	26	,	,	PUNCT
ajema-8721	3	27	chennai	chennai	PROPN
ajema-8721	3	28	,	,	PUNCT
ajema-8721	3	29	tamil	tamil	PROPN
ajema-8721	3	30	nadu	nadu	PROPN
ajema-8721	3	31	,	,	PUNCT
ajema-8721	3	32	india	india	PROPN
ajema-8721	3	33	*	*	PUNCT
ajema-8721	3	34	correspondence	correspondence	NOUN
ajema-8721	3	35	:	:	PUNCT
ajema-8721	3	36	manimaran@dhaanishcollege.in	manimaran@dhaanishcollege.in	PUNCT
ajema-8721	3	37	abstract	abstract	ADJ
ajema-8721	3	38	:	:	PUNCT
ajema-8721	3	39	it	it	PRON
ajema-8721	3	40	is	be	AUX
ajema-8721	3	41	hard	hard	ADJ
ajema-8721	3	42	for	for	SCONJ
ajema-8721	3	43	computers	computer	NOUN
ajema-8721	3	44	to	to	PART
ajema-8721	3	45	tell	tell	VERB
ajema-8721	3	46	if	if	SCONJ
ajema-8721	3	47	parking	parking	NOUN
ajema-8721	3	48	is	be	AUX
ajema-8721	3	49	available	available	ADJ
ajema-8721	3	50	because	because	SCONJ
ajema-8721	3	51	of	of	ADP
ajema-8721	3	52	things	thing	NOUN
ajema-8721	3	53	like	like	ADP
ajema-8721	3	54	different	different	ADJ
ajema-8721	3	55	parking	parking	NOUN
ajema-8721	3	56	lot	lot	NOUN
ajema-8721	3	57	layouts	layout	NOUN
ajema-8721	3	58	,	,	PUNCT
ajema-8721	3	59	different	different	ADJ
ajema-8721	3	60	types	type	NOUN
ajema-8721	3	61	of	of	ADP
ajema-8721	3	62	vehicles	vehicle	NOUN
ajema-8721	3	63	,	,	PUNCT
ajema-8721	3	64	and	and	CCONJ
ajema-8721	3	65	photos	photo	NOUN
ajema-8721	3	66	that	that	PRON
ajema-8721	3	67	are	be	AUX
ajema-8721	3	68	low	low	ADJ
ajema-8721	3	69	quality	quality	NOUN
ajema-8721	3	70	or	or	CCONJ
ajema-8721	3	71	grainy	grainy	NOUN
ajema-8721	3	72	.	.	PUNCT
ajema-8721	4	1	we	we	PRON
ajema-8721	4	2	propose	propose	VERB
ajema-8721	4	3	a	a	DET
ajema-8721	4	4	transfer	transfer	NOUN
ajema-8721	4	5	learning	learning	NOUN
ajema-8721	4	6	method	method	NOUN
ajema-8721	4	7	based	base	VERB
ajema-8721	4	8	on	on	ADP
ajema-8721	4	9	tensorflow	tensorflow	NOUN
ajema-8721	4	10	hub	hub	NOUN
ajema-8721	4	11	to	to	PART
ajema-8721	4	12	create	create	VERB
ajema-8721	4	13	a	a	DET
ajema-8721	4	14	large	large	ADJ
ajema-8721	4	15	-	-	PUNCT
ajema-8721	4	16	scale	scale	NOUN
ajema-8721	4	17	multi	multi	ADJ
ajema-8721	4	18	-	-	ADJ
ajema-8721	4	19	class	class	ADJ
ajema-8721	4	20	image	image	NOUN
ajema-8721	4	21	classification	classification	NOUN
ajema-8721	4	22	system	system	NOUN
ajema-8721	4	23	for	for	ADP
ajema-8721	4	24	determining	determine	VERB
ajema-8721	4	25	whether	whether	SCONJ
ajema-8721	4	26	a	a	DET
ajema-8721	4	27	parking	parking	NOUN
ajema-8721	4	28	space	space	NOUN
ajema-8721	4	29	is	be	AUX
ajema-8721	4	30	available	available	ADJ
ajema-8721	4	31	.	.	PUNCT
ajema-8721	5	1	to	to	PART
ajema-8721	5	2	improve	improve	VERB
ajema-8721	5	3	the	the	DET
ajema-8721	5	4	model	model	NOUN
ajema-8721	5	5	's	's	PART
ajema-8721	5	6	performance	performance	NOUN
ajema-8721	5	7	,	,	PUNCT
ajema-8721	5	8	pre	pre	ADJ
ajema-8721	5	9	-	-	ADJ
ajema-8721	5	10	trained	train	VERB
ajema-8721	5	11	architectures	architecture	NOUN
ajema-8721	5	12	such	such	ADJ
ajema-8721	5	13	as	as	ADP
ajema-8721	5	14	mobilenetv2	mobilenetv2	PROPN
ajema-8721	5	15	and	and	CCONJ
ajema-8721	5	16	efficient	efficient	ADJ
ajema-8721	5	17	net	net	NOUN
ajema-8721	5	18	are	be	AUX
ajema-8721	5	19	utilised	utilise	VERB
ajema-8721	5	20	to	to	PART
ajema-8721	5	21	create	create	VERB
ajema-8721	5	22	rich	rich	ADJ
ajema-8721	5	23	feature	feature	NOUN
ajema-8721	5	24	representations	representation	NOUN
ajema-8721	5	25	from	from	ADP
ajema-8721	5	26	images	image	NOUN
ajema-8721	5	27	of	of	ADP
ajema-8721	5	28	parking	parking	NOUN
ajema-8721	5	29	lots	lot	NOUN
ajema-8721	5	30	.	.	PUNCT
ajema-8721	6	1	we	we	PRON
ajema-8721	6	2	utilise	utilise	VERB
ajema-8721	6	3	a	a	DET
ajema-8721	6	4	publicly	publicly	ADV
ajema-8721	6	5	available	available	ADJ
ajema-8721	6	6	dataset	dataset	NOUN
ajema-8721	6	7	with	with	ADP
ajema-8721	6	8	annotated	annotate	VERB
ajema-8721	6	9	images	image	NOUN
ajema-8721	6	10	of	of	ADP
ajema-8721	6	11	parking	parking	NOUN
ajema-8721	6	12	lots	lot	NOUN
ajema-8721	6	13	and	and	CCONJ
ajema-8721	6	14	cars	car	NOUN
ajema-8721	6	15	for	for	ADP
ajema-8721	6	16	training	training	NOUN
ajema-8721	6	17	and	and	CCONJ
ajema-8721	6	18	testing	testing	NOUN
ajema-8721	6	19	.	.	PUNCT
ajema-8721	7	1	to	to	PART
ajema-8721	7	2	improve	improve	VERB
ajema-8721	7	3	the	the	DET
ajema-8721	7	4	quality	quality	NOUN
ajema-8721	7	5	and	and	CCONJ
ajema-8721	7	6	reliability	reliability	NOUN
ajema-8721	7	7	of	of	ADP
ajema-8721	7	8	the	the	DET
ajema-8721	7	9	data	datum	NOUN
ajema-8721	7	10	,	,	PUNCT
ajema-8721	7	11	various	various	ADJ
ajema-8721	7	12	preprocessing	preprocessing	NOUN
ajema-8721	7	13	methods	method	NOUN
ajema-8721	7	14	are	be	AUX
ajema-8721	7	15	employed	employ	VERB
ajema-8721	7	16	,	,	PUNCT
ajema-8721	7	17	including	include	VERB
ajema-8721	7	18	image	image	NOUN
ajema-8721	7	19	scaling	scaling	NOUN
ajema-8721	7	20	,	,	PUNCT
ajema-8721	7	21	normalisation	normalisation	NOUN
ajema-8721	7	22	,	,	PUNCT
ajema-8721	7	23	and	and	CCONJ
ajema-8721	7	24	augmentation	augmentation	NOUN
ajema-8721	7	25	.	.	PUNCT
ajema-8721	8	1	we	we	PRON
ajema-8721	8	2	use	use	VERB
ajema-8721	8	3	categorical	categorical	ADJ
ajema-8721	8	4	cross	cross	ADJ
ajema-8721	8	5	-	-	ADJ
ajema-8721	8	6	entropy	entropy	ADJ
ajema-8721	8	7	loss	loss	NOUN
ajema-8721	8	8	to	to	PART
ajema-8721	8	9	improve	improve	VERB
ajema-8721	8	10	the	the	DET
ajema-8721	8	11	model	model	NOUN
ajema-8721	8	12	,	,	PUNCT
ajema-8721	8	13	and	and	CCONJ
ajema-8721	8	14	we	we	PRON
ajema-8721	8	15	evaluate	evaluate	VERB
ajema-8721	8	16	it	it	PRON
ajema-8721	8	17	using	use	VERB
ajema-8721	8	18	top-1	top-1	PUNCT
ajema-8721	8	19	and	and	CCONJ
ajema-8721	8	20	top-5	top-5	VERB
ajema-8721	8	21	accuracy	accuracy	NOUN
ajema-8721	8	22	metrics	metric	NOUN
ajema-8721	8	23	.	.	PUNCT
ajema-8721	9	1	the	the	DET
ajema-8721	9	2	results	result	NOUN
ajema-8721	9	3	demonstrate	demonstrate	VERB
ajema-8721	9	4	that	that	SCONJ
ajema-8721	9	5	this	this	DET
ajema-8721	9	6	method	method	NOUN
ajema-8721	9	7	is	be	AUX
ajema-8721	9	8	effective	effective	ADJ
ajema-8721	9	9	and	and	CCONJ
ajema-8721	9	10	can	can	AUX
ajema-8721	9	11	be	be	AUX
ajema-8721	9	12	applied	apply	VERB
ajema-8721	9	13	in	in	ADP
ajema-8721	9	14	real	real	ADJ
ajema-8721	9	15	-	-	PUNCT
ajema-8721	9	16	time	time	NOUN
ajema-8721	9	17	parking	parking	NOUN
ajema-8721	9	18	availability	availability	NOUN
ajema-8721	9	19	detection	detection	NOUN
ajema-8721	9	20	,	,	PUNCT
ajema-8721	9	21	smart	smart	ADJ
ajema-8721	9	22	city	city	NOUN
ajema-8721	9	23	solutions	solution	NOUN
ajema-8721	9	24	,	,	PUNCT
ajema-8721	9	25	and	and	CCONJ
ajema-8721	9	26	automated	automate	VERB
ajema-8721	9	27	parking	parking	NOUN
ajema-8721	9	28	management	management	NOUN
ajema-8721	9	29	systems	system	NOUN
ajema-8721	9	30	.	.	PUNCT
ajema-8721	10	1	we	we	PRON
ajema-8721	10	2	also	also	ADV
ajema-8721	10	3	examine	examine	VERB
ajema-8721	10	4	problems	problem	NOUN
ajema-8721	10	5	,	,	PUNCT
ajema-8721	10	6	including	include	VERB
ajema-8721	10	7	class	class	NOUN
ajema-8721	10	8	imbalance	imbalance	NOUN
ajema-8721	10	9	,	,	PUNCT
ajema-8721	10	10	vehicles	vehicle	NOUN
ajema-8721	10	11	blocking	block	VERB
ajema-8721	10	12	each	each	DET
ajema-8721	10	13	other	other	ADJ
ajema-8721	10	14	,	,	PUNCT
ajema-8721	10	15	and	and	CCONJ
ajema-8721	10	16	misclassification	misclassification	NOUN
ajema-8721	10	17	,	,	PUNCT
ajema-8721	10	18	as	as	SCONJ
ajema-8721	10	19	parking	parking	NOUN
ajema-8721	10	20	layouts	layout	NOUN
ajema-8721	10	21	are	be	AUX
ajema-8721	10	22	identical	identical	ADJ
ajema-8721	10	23	.	.	PUNCT
ajema-8721	11	1	this	this	DET
ajema-8721	11	2	work	work	NOUN
ajema-8721	11	3	demonstrates	demonstrate	VERB
ajema-8721	11	4	how	how	SCONJ
ajema-8721	11	5	transfer	transfer	NOUN
ajema-8721	11	6	learning	learning	NOUN
ajema-8721	11	7	can	can	AUX
ajema-8721	11	8	be	be	AUX
ajema-8721	11	9	beneficial	beneficial	ADJ
ajema-8721	11	10	for	for	ADP
ajema-8721	11	11	classifying	classify	VERB
ajema-8721	11	12	large	large	ADJ
ajema-8721	11	13	numbers	number	NOUN
ajema-8721	11	14	of	of	ADP
ajema-8721	11	15	images	image	NOUN
ajema-8721	11	16	,	,	PUNCT
ajema-8721	11	17	particularly	particularly	ADV
ajema-8721	11	18	for	for	ADP
ajema-8721	11	19	use	use	NOUN
ajema-8721	11	20	on	on	ADP
ajema-8721	11	21	edge	edge	NOUN
ajema-8721	11	22	devices	device	NOUN
ajema-8721	11	23	and	and	CCONJ
ajema-8721	11	24	in	in	ADP
ajema-8721	11	25	real	real	ADJ
ajema-8721	11	26	-	-	PUNCT
ajema-8721	11	27	time	time	NOUN
ajema-8721	11	28	applications	application	NOUN
ajema-8721	11	29	that	that	PRON
ajema-8721	11	30	track	track	VERB
ajema-8721	11	31	parking	parking	NOUN
ajema-8721	11	32	availability	availability	NOUN
ajema-8721	11	33	.	.	PUNCT
ajema-8721	12	1	keywords	keyword	NOUN
ajema-8721	12	2	:	:	PUNCT
ajema-8721	12	3	mobilenetv2	mobilenetv2	PROPN
ajema-8721	12	4	,	,	PUNCT
ajema-8721	12	5	efficient	efficient	ADJ
ajema-8721	12	6	net	net	NOUN
ajema-8721	12	7	,	,	PUNCT
ajema-8721	12	8	image	image	NOUN
ajema-8721	12	9	scaling	scaling	NOUN
ajema-8721	12	10	,	,	PUNCT
ajema-8721	12	11	normalisation	normalisation	NOUN
ajema-8721	12	12	,	,	PUNCT
ajema-8721	12	13	augmentation	augmentation	NOUN
ajema-8721	12	14	,	,	PUNCT
ajema-8721	12	15	real	real	ADJ
ajema-8721	12	16	-	-	PUNCT
ajema-8721	12	17	time	time	NOUN
ajema-8721	12	18	monitoring	monitoring	NOUN
ajema-8721	12	19	,	,	PUNCT
ajema-8721	12	20	internet	internet	NOUN
ajema-8721	12	21	of	of	ADP
ajema-8721	12	22	things	thing	NOUN
ajema-8721	12	23	introduction	introduction	NOUN
ajema-8721	12	24	in	in	ADP
ajema-8721	12	25	a	a	DET
ajema-8721	12	26	world	world	NOUN
ajema-8721	12	27	that	that	PRON
ajema-8721	12	28	is	be	AUX
ajema-8721	12	29	rapidly	rapidly	ADV
ajema-8721	12	30	becoming	become	VERB
ajema-8721	12	31	more	more	ADV
ajema-8721	12	32	urban	urban	ADJ
ajema-8721	12	33	,	,	PUNCT
ajema-8721	12	34	the	the	DET
ajema-8721	12	35	number	number	NOUN
ajema-8721	12	36	of	of	ADP
ajema-8721	12	37	cars	car	NOUN
ajema-8721	12	38	is	be	AUX
ajema-8721	12	39	increasing	increase	VERB
ajema-8721	12	40	at	at	ADP
ajema-8721	12	41	an	an	DET
ajema-8721	12	42	alarming	alarming	ADJ
ajema-8721	12	43	rate	rate	NOUN
ajema-8721	12	44	,	,	PUNCT
ajema-8721	12	45	making	make	VERB
ajema-8721	12	46	parking	parking	NOUN
ajema-8721	12	47	spaces	space	NOUN
ajema-8721	12	48	one	one	NUM
ajema-8721	12	49	of	of	ADP
ajema-8721	12	50	the	the	DET
ajema-8721	12	51	most	most	ADV
ajema-8721	12	52	significant	significant	ADJ
ajema-8721	12	53	challenges	challenge	NOUN
ajema-8721	12	54	that	that	PRON
ajema-8721	12	55	modern	modern	ADJ
ajema-8721	12	56	cities	city	NOUN
ajema-8721	12	57	face	face	VERB
ajema-8721	12	58	[	[	X
ajema-8721	12	59	51	51	NUM
ajema-8721	12	60	]	]	PUNCT
ajema-8721	12	61	.	.	PUNCT
ajema-8721	13	1	urban	urban	ADJ
ajema-8721	13	2	infrastructure	infrastructure	NOUN
ajema-8721	13	3	is	be	AUX
ajema-8721	13	4	struggling	struggle	VERB
ajema-8721	13	5	to	to	PART
ajema-8721	13	6	keep	keep	VERB
ajema-8721	13	7	pace	pace	NOUN
ajema-8721	13	8	with	with	ADP
ajema-8721	13	9	the	the	DET
ajema-8721	13	10	growing	grow	VERB
ajema-8721	13	11	demand	demand	NOUN
ajema-8721	13	12	for	for	ADP
ajema-8721	13	13	parking	parking	NOUN
ajema-8721	13	14	as	as	SCONJ
ajema-8721	13	15	the	the	DET
ajema-8721	13	16	number	number	NOUN
ajema-8721	13	17	of	of	ADP
ajema-8721	13	18	individual	individual	ADJ
ajema-8721	13	19	and	and	CCONJ
ajema-8721	13	20	commercial	commercial	ADJ
ajema-8721	13	21	vehicles	vehicle	NOUN
ajema-8721	13	22	continues	continue	VERB
ajema-8721	13	23	to	to	PART
ajema-8721	13	24	increase	increase	VERB
ajema-8721	13	25	[	[	X
ajema-8721	13	26	70	70	NUM
ajema-8721	13	27	]	]	PUNCT
ajema-8721	13	28	.	.	PUNCT
ajema-8721	14	1	because	because	SCONJ
ajema-8721	14	2	there	there	PRON
ajema-8721	14	3	are	be	VERB
ajema-8721	14	4	n't	not	PART
ajema-8721	14	5	enough	enough	ADJ
ajema-8721	14	6	parking	parking	NOUN
ajema-8721	14	7	places	place	NOUN
ajema-8721	14	8	,	,	PUNCT
ajema-8721	14	9	drivers	driver	NOUN
ajema-8721	14	10	get	get	AUX
ajema-8721	14	11	frustrated	frustrate	VERB
ajema-8721	14	12	every	every	DET
ajema-8721	14	13	day	day	NOUN
ajema-8721	14	14	,	,	PUNCT
ajema-8721	14	15	and	and	CCONJ
ajema-8721	14	16	urban	urban	ADJ
ajema-8721	14	17	traffic	traffic	NOUN
ajema-8721	14	18	management	management	NOUN
ajema-8721	14	19	systems	system	NOUN
ajema-8721	14	20	do	do	AUX
ajema-8721	14	21	n't	not	PART
ajema-8721	14	22	work	work	VERB
ajema-8721	14	23	as	as	ADV
ajema-8721	14	24	well	well	ADV
ajema-8721	14	25	as	as	SCONJ
ajema-8721	14	26	they	they	PRON
ajema-8721	14	27	could	could	AUX
ajema-8721	14	28	.	.	PUNCT
ajema-8721	15	1	in	in	ADP
ajema-8721	15	2	cities	city	NOUN
ajema-8721	15	3	and	and	CCONJ
ajema-8721	15	4	other	other	ADJ
ajema-8721	15	5	densely	densely	ADV
ajema-8721	15	6	populated	populated	ADJ
ajema-8721	15	7	areas	area	NOUN
ajema-8721	15	8	,	,	PUNCT
ajema-8721	15	9	drivers	driver	NOUN
ajema-8721	15	10	often	often	ADV
ajema-8721	15	11	spend	spend	VERB
ajema-8721	15	12	a	a	DET
ajema-8721	15	13	significant	significant	ADJ
ajema-8721	15	14	amount	amount	NOUN
ajema-8721	15	15	of	of	ADP
ajema-8721	15	16	time	time	NOUN
ajema-8721	15	17	searching	search	VERB
ajema-8721	15	18	for	for	ADP
ajema-8721	15	19	a	a	DET
ajema-8721	15	20	parking	parking	NOUN
ajema-8721	15	21	spot	spot	NOUN
ajema-8721	15	22	by	by	ADP
ajema-8721	15	23	driving	drive	VERB
ajema-8721	15	24	around	around	ADP
ajema-8721	15	25	parking	parking	NOUN
ajema-8721	15	26	lots	lot	NOUN
ajema-8721	15	27	or	or	CCONJ
ajema-8721	15	28	city	city	NOUN
ajema-8721	15	29	blocks	block	NOUN
ajema-8721	15	30	[	[	X
ajema-8721	15	31	60	60	NUM
ajema-8721	15	32	]	]	PUNCT
ajema-8721	15	33	.	.	PUNCT
ajema-8721	16	1	this	this	DET
ajema-8721	16	2	attitude	attitude	NOUN
ajema-8721	16	3	not	not	PART
ajema-8721	16	4	only	only	ADV
ajema-8721	16	5	causes	cause	VERB
ajema-8721	16	6	problems	problem	NOUN
ajema-8721	16	7	and	and	CCONJ
ajema-8721	16	8	delays	delay	NOUN
ajema-8721	16	9	but	but	CCONJ
ajema-8721	16	10	also	also	ADV
ajema-8721	16	11	contributes	contribute	VERB
ajema-8721	16	12	to	to	ADP
ajema-8721	16	13	larger	large	ADJ
ajema-8721	16	14	societal	societal	ADJ
ajema-8721	16	15	issues	issue	NOUN
ajema-8721	16	16	,	,	PUNCT
ajema-8721	16	17	such	such	ADJ
ajema-8721	16	18	as	as	ADP
ajema-8721	16	19	traffic	traffic	NOUN
ajema-8721	16	20	congestion	congestion	NOUN
ajema-8721	16	21	,	,	PUNCT
ajema-8721	16	22	increased	increase	VERB
ajema-8721	16	23	fuel	fuel	NOUN
ajema-8721	16	24	consumption	consumption	NOUN
ajema-8721	16	25	,	,	PUNCT
ajema-8721	16	26	and	and	CCONJ
ajema-8721	16	27	environmental	environmental	ADJ
ajema-8721	16	28	pollution	pollution	NOUN
ajema-8721	16	29	.	.	PUNCT
ajema-8721	17	1	the	the	DET
ajema-8721	17	2	lack	lack	NOUN
ajema-8721	17	3	of	of	ADP
ajema-8721	17	4	a	a	DET
ajema-8721	17	5	smart	smart	ADJ
ajema-8721	17	6	,	,	PUNCT
ajema-8721	17	7	real	real	ADJ
ajema-8721	17	8	-	-	PUNCT
ajema-8721	17	9	time	time	NOUN
ajema-8721	17	10	,	,	PUNCT
ajema-8721	17	11	and	and	CCONJ
ajema-8721	17	12	centralised	centralised	ADJ
ajema-8721	17	13	parking	parking	NOUN
ajema-8721	17	14	management	management	NOUN
ajema-8721	17	15	system	system	NOUN
ajema-8721	17	16	exacerbates	exacerbate	VERB
ajema-8721	17	17	these	these	DET
ajema-8721	17	18	problems	problem	NOUN
ajema-8721	17	19	[	[	X
ajema-8721	17	20	67	67	NUM
ajema-8721	17	21	]	]	PUNCT
ajema-8721	17	22	.	.	PUNCT
ajema-8721	18	1	this	this	PRON
ajema-8721	18	2	makes	make	VERB
ajema-8721	18	3	things	thing	NOUN
ajema-8721	18	4	harder	hard	ADJ
ajema-8721	18	5	for	for	ADP
ajema-8721	18	6	both	both	DET
ajema-8721	18	7	drivers	driver	NOUN
ajema-8721	18	8	and	and	CCONJ
ajema-8721	18	9	the	the	DET
ajema-8721	18	10	parking	parking	NOUN
ajema-8721	18	11	authority	authority	NOUN
ajema-8721	18	12	.	.	PUNCT
ajema-8721	19	1	this	this	DET
ajema-8721	19	2	experience	experience	NOUN
ajema-8721	19	3	would	would	AUX
ajema-8721	19	4	be	be	AUX
ajema-8721	19	5	much	much	ADV
ajema-8721	19	6	better	well	ADJ
ajema-8721	19	7	with	with	ADP
ajema-8721	19	8	a	a	DET
ajema-8721	19	9	smart	smart	ADJ
ajema-8721	19	10	parking	parking	NOUN
ajema-8721	19	11	management	management	NOUN
ajema-8721	19	12	system	system	NOUN
ajema-8721	19	13	that	that	PRON
ajema-8721	19	14	can	can	AUX
ajema-8721	19	15	track	track	VERB
ajema-8721	19	16	,	,	PUNCT
ajema-8721	19	17	forecast	forecast	NOUN
ajema-8721	19	18	,	,	PUNCT
ajema-8721	19	19	and	and	CCONJ
ajema-8721	19	20	notify	notify	VERB
ajema-8721	19	21	users	user	NOUN
ajema-8721	19	22	in	in	ADP
ajema-8721	19	23	real	real	ADJ
ajema-8721	19	24	-	-	PUNCT
ajema-8721	19	25	time	time	NOUN
ajema-8721	19	26	when	when	SCONJ
ajema-8721	19	27	parking	parking	NOUN
ajema-8721	19	28	spots	spot	NOUN
ajema-8721	19	29	are	be	AUX
ajema-8721	19	30	available	available	ADJ
ajema-8721	19	31	[	[	X
ajema-8721	19	32	79	79	NUM
ajema-8721	19	33	]	]	PUNCT
ajema-8721	19	34	.	.	PUNCT
ajema-8721	20	1	this	this	PRON
ajema-8721	20	2	would	would	AUX
ajema-8721	20	3	reduce	reduce	VERB
ajema-8721	20	4	the	the	DET
ajema-8721	20	5	time	time	NOUN
ajema-8721	20	6	spent	spend	VERB
ajema-8721	20	7	searching	search	VERB
ajema-8721	20	8	for	for	ADP
ajema-8721	20	9	spaces	space	NOUN
ajema-8721	20	10	,	,	PUNCT
ajema-8721	20	11	optimise	optimise	ADJ
ajema-8721	20	12	parking	parking	NOUN
ajema-8721	20	13	usage	usage	NOUN
ajema-8721	20	14	,	,	PUNCT
ajema-8721	20	15	and	and	CCONJ
ajema-8721	20	16	enhance	enhance	VERB
ajema-8721	20	17	overall	overall	ADJ
ajema-8721	20	18	urban	urban	ADJ
ajema-8721	20	19	mobility	mobility	NOUN
ajema-8721	20	20	.	.	PUNCT
ajema-8721	21	1	the	the	DET
ajema-8721	21	2	problems	problem	NOUN
ajema-8721	21	3	with	with	ADP
ajema-8721	21	4	traditional	traditional	ADJ
ajema-8721	21	5	parking	parking	NOUN
ajema-8721	21	6	systems	system	NOUN
ajema-8721	21	7	come	come	VERB
ajema-8721	21	8	from	from	ADP
ajema-8721	21	9	the	the	DET
ajema-8721	21	10	fact	fact	NOUN
ajema-8721	21	11	that	that	SCONJ
ajema-8721	21	12	they	they	PRON
ajema-8721	21	13	are	be	AUX
ajema-8721	21	14	manual	manual	ADJ
ajema-8721	21	15	and	and	CCONJ
ajema-8721	21	16	do	do	AUX
ajema-8721	21	17	n't	not	PART
ajema-8721	21	18	change	change	VERB
ajema-8721	21	19	[	[	X
ajema-8721	21	20	73	73	NUM
ajema-8721	21	21	]	]	PUNCT
ajema-8721	21	22	.	.	PUNCT
ajema-8721	22	1	most	most	ADJ
ajema-8721	22	2	cities	city	NOUN
ajema-8721	22	3	manage	manage	VERB
ajema-8721	22	4	parking	parking	NOUN
ajema-8721	22	5	spaces	space	NOUN
ajema-8721	22	6	with	with	ADP
ajema-8721	22	7	either	either	CCONJ
ajema-8721	22	8	physical	physical	ADJ
ajema-8721	22	9	attendants	attendant	NOUN
ajema-8721	22	10	or	or	CCONJ
ajema-8721	22	11	traditional	traditional	ADJ
ajema-8721	22	12	ticket	ticket	NOUN
ajema-8721	22	13	-	-	PUNCT
ajema-8721	22	14	based	base	VERB
ajema-8721	22	15	systems	system	NOUN
ajema-8721	22	16	.	.	PUNCT
ajema-8721	23	1	these	these	DET
ajema-8721	23	2	systems	system	NOUN
ajema-8721	23	3	do	do	AUX
ajema-8721	23	4	n't	not	PART
ajema-8721	23	5	give	give	VERB
ajema-8721	23	6	drivers	driver	NOUN
ajema-8721	23	7	or	or	CCONJ
ajema-8721	23	8	administrators	administrator	NOUN
ajema-8721	23	9	real	real	ADJ
ajema-8721	23	10	-	-	PUNCT
ajema-8721	23	11	time	time	NOUN
ajema-8721	23	12	information	information	NOUN
ajema-8721	23	13	http://www/	http://www/	PUNCT
ajema-8721	23	14	mailto:manimaran@dhaanishcollege.in	mailto:manimaran@dhaanishcollege.in	NOUN
ajema-8721	23	15	140	140	NUM
ajema-8721	23	16	journal	journal	NOUN
ajema-8721	23	17	of	of	ADP
ajema-8721	23	18	engineering	engineering	NOUN
ajema-8721	23	19	,	,	PUNCT
ajema-8721	23	20	mechanics	mechanic	NOUN
ajema-8721	23	21	and	and	CCONJ
ajema-8721	23	22	architecture	architecture	NOUN
ajema-8721	23	23	www	www	NOUN
ajema-8721	23	24	.	.	PUNCT
ajema-8721	24	1	grnjournal.us	grnjournal.us	X
ajema-8721	25	1	[	[	X
ajema-8721	25	2	86	86	NUM
ajema-8721	25	3	]	]	PUNCT
ajema-8721	25	4	.	.	PUNCT
ajema-8721	26	1	this	this	PRON
ajema-8721	26	2	means	mean	VERB
ajema-8721	26	3	that	that	SCONJ
ajema-8721	26	4	drivers	driver	NOUN
ajema-8721	26	5	often	often	ADV
ajema-8721	26	6	do	do	AUX
ajema-8721	26	7	n't	not	PART
ajema-8721	26	8	know	know	VERB
ajema-8721	26	9	if	if	SCONJ
ajema-8721	26	10	a	a	DET
ajema-8721	26	11	spot	spot	NOUN
ajema-8721	26	12	is	be	AUX
ajema-8721	26	13	open	open	ADJ
ajema-8721	26	14	or	or	CCONJ
ajema-8721	26	15	where	where	SCONJ
ajema-8721	26	16	it	it	PRON
ajema-8721	26	17	is	be	AUX
ajema-8721	26	18	when	when	SCONJ
ajema-8721	26	19	they	they	PRON
ajema-8721	26	20	pull	pull	VERB
ajema-8721	26	21	into	into	ADP
ajema-8721	26	22	a	a	DET
ajema-8721	26	23	parking	parking	NOUN
ajema-8721	26	24	lot	lot	NOUN
ajema-8721	26	25	.	.	PUNCT
ajema-8721	27	1	due	due	ADP
ajema-8721	27	2	to	to	ADP
ajema-8721	27	3	this	this	DET
ajema-8721	27	4	ambiguity	ambiguity	NOUN
ajema-8721	27	5	,	,	PUNCT
ajema-8721	27	6	people	people	NOUN
ajema-8721	27	7	often	often	ADV
ajema-8721	27	8	drive	drive	VERB
ajema-8721	27	9	around	around	ADV
ajema-8721	27	10	in	in	ADP
ajema-8721	27	11	parking	parking	NOUN
ajema-8721	27	12	areas	area	NOUN
ajema-8721	27	13	,	,	PUNCT
ajema-8721	27	14	wait	wait	VERB
ajema-8721	27	15	longer	long	ADV
ajema-8721	27	16	,	,	PUNCT
ajema-8721	27	17	and	and	CCONJ
ajema-8721	27	18	become	become	VERB
ajema-8721	27	19	frustrated	frustrated	ADJ
ajema-8721	27	20	[	[	PUNCT
ajema-8721	27	21	78	78	NUM
ajema-8721	27	22	]	]	PUNCT
ajema-8721	27	23	.	.	PUNCT
ajema-8721	28	1	additionally	additionally	ADV
ajema-8721	28	2	,	,	PUNCT
ajema-8721	28	3	these	these	DET
ajema-8721	28	4	systems	system	NOUN
ajema-8721	28	5	can	can	AUX
ajema-8721	28	6	not	not	PART
ajema-8721	28	7	dynamically	dynamically	ADV
ajema-8721	28	8	set	set	VERB
ajema-8721	28	9	prices	price	NOUN
ajema-8721	28	10	,	,	PUNCT
ajema-8721	28	11	utilise	utilise	VERB
ajema-8721	28	12	predictive	predictive	ADJ
ajema-8721	28	13	analytics	analytic	NOUN
ajema-8721	28	14	,	,	PUNCT
ajema-8721	28	15	or	or	CCONJ
ajema-8721	28	16	intelligently	intelligently	ADV
ajema-8721	28	17	allocate	allocate	ADJ
ajema-8721	28	18	slots	slot	NOUN
ajema-8721	28	19	,	,	PUNCT
ajema-8721	28	20	which	which	PRON
ajema-8721	28	21	could	could	AUX
ajema-8721	28	22	help	help	VERB
ajema-8721	28	23	better	well	ADJ
ajema-8721	28	24	balance	balance	VERB
ajema-8721	28	25	parking	parking	NOUN
ajema-8721	28	26	demand	demand	NOUN
ajema-8721	28	27	and	and	CCONJ
ajema-8721	28	28	availability	availability	NOUN
ajema-8721	28	29	[	[	X
ajema-8721	28	30	50	50	NUM
ajema-8721	28	31	]	]	PUNCT
ajema-8721	28	32	.	.	PUNCT
ajema-8721	29	1	the	the	DET
ajema-8721	29	2	total	total	ADJ
ajema-8721	29	3	effect	effect	NOUN
ajema-8721	29	4	of	of	ADP
ajema-8721	29	5	these	these	DET
ajema-8721	29	6	problems	problem	NOUN
ajema-8721	29	7	is	be	AUX
ajema-8721	29	8	significant	significant	ADJ
ajema-8721	29	9	:	:	PUNCT
ajema-8721	29	10	drivers	driver	NOUN
ajema-8721	29	11	spend	spend	VERB
ajema-8721	29	12	time	time	NOUN
ajema-8721	29	13	,	,	PUNCT
ajema-8721	29	14	fuel	fuel	NOUN
ajema-8721	29	15	,	,	PUNCT
ajema-8721	29	16	and	and	CCONJ
ajema-8721	29	17	endure	endure	VERB
ajema-8721	29	18	stress	stress	NOUN
ajema-8721	29	19	,	,	PUNCT
ajema-8721	29	20	all	all	PRON
ajema-8721	29	21	of	of	ADP
ajema-8721	29	22	which	which	PRON
ajema-8721	29	23	contribute	contribute	VERB
ajema-8721	29	24	to	to	ADP
ajema-8721	29	25	pollution	pollution	NOUN
ajema-8721	29	26	and	and	CCONJ
ajema-8721	29	27	traffic	traffic	NOUN
ajema-8721	29	28	congestion	congestion	NOUN
ajema-8721	29	29	in	in	ADP
ajema-8721	29	30	cities	city	NOUN
ajema-8721	29	31	[	[	X
ajema-8721	29	32	59	59	NUM
ajema-8721	29	33	]	]	PUNCT
ajema-8721	29	34	.	.	PUNCT
ajema-8721	30	1	this	this	DET
ajema-8721	30	2	issue	issue	NOUN
ajema-8721	30	3	is	be	AUX
ajema-8721	30	4	not	not	PART
ajema-8721	30	5	exclusive	exclusive	ADJ
ajema-8721	30	6	to	to	ADP
ajema-8721	30	7	major	major	ADJ
ajema-8721	30	8	metropolitan	metropolitan	ADJ
ajema-8721	30	9	areas	area	NOUN
ajema-8721	30	10	;	;	PUNCT
ajema-8721	30	11	it	it	PRON
ajema-8721	30	12	is	be	AUX
ajema-8721	30	13	also	also	ADV
ajema-8721	30	14	manifesting	manifest	VERB
ajema-8721	30	15	in	in	ADP
ajema-8721	30	16	smaller	small	ADJ
ajema-8721	30	17	towns	town	NOUN
ajema-8721	30	18	and	and	CCONJ
ajema-8721	30	19	semi	semi	ADJ
ajema-8721	30	20	-	-	ADJ
ajema-8721	30	21	urban	urban	ADJ
ajema-8721	30	22	locales	locale	NOUN
ajema-8721	30	23	where	where	SCONJ
ajema-8721	30	24	vehicle	vehicle	NOUN
ajema-8721	30	25	ownership	ownership	NOUN
ajema-8721	30	26	is	be	AUX
ajema-8721	30	27	increasing	increase	VERB
ajema-8721	30	28	.	.	PUNCT
ajema-8721	31	1	this	this	DET
ajema-8721	31	2	study	study	NOUN
ajema-8721	31	3	presents	present	VERB
ajema-8721	31	4	a	a	DET
ajema-8721	31	5	comprehensive	comprehensive	ADJ
ajema-8721	31	6	smart	smart	ADJ
ajema-8721	31	7	car	car	NOUN
ajema-8721	31	8	parking	parking	NOUN
ajema-8721	31	9	management	management	NOUN
ajema-8721	31	10	system	system	NOUN
ajema-8721	31	11	that	that	PRON
ajema-8721	31	12	leverages	leverage	VERB
ajema-8721	31	13	internet	internet	NOUN
ajema-8721	31	14	of	of	ADP
ajema-8721	31	15	things	thing	NOUN
ajema-8721	31	16	(	(	PUNCT
ajema-8721	31	17	iot	iot	NOUN
ajema-8721	31	18	)	)	PUNCT
ajema-8721	31	19	technology	technology	NOUN
ajema-8721	31	20	,	,	PUNCT
ajema-8721	31	21	real	real	ADJ
ajema-8721	31	22	-	-	PUNCT
ajema-8721	31	23	time	time	NOUN
ajema-8721	31	24	data	datum	NOUN
ajema-8721	31	25	processing	processing	NOUN
ajema-8721	31	26	,	,	PUNCT
ajema-8721	31	27	and	and	CCONJ
ajema-8721	31	28	mobile	mobile	ADJ
ajema-8721	31	29	application	application	NOUN
ajema-8721	31	30	interfaces	interface	NOUN
ajema-8721	31	31	to	to	PART
ajema-8721	31	32	deliver	deliver	VERB
ajema-8721	31	33	a	a	DET
ajema-8721	31	34	seamless	seamless	ADJ
ajema-8721	31	35	user	user	NOUN
ajema-8721	31	36	experience	experience	NOUN
ajema-8721	31	37	[	[	X
ajema-8721	31	38	80	80	NUM
ajema-8721	31	39	]	]	PUNCT
ajema-8721	31	40	.	.	PUNCT
ajema-8721	32	1	the	the	DET
ajema-8721	32	2	suggested	suggest	VERB
ajema-8721	32	3	system	system	NOUN
ajema-8721	32	4	utilises	utilise	VERB
ajema-8721	32	5	current	current	ADJ
ajema-8721	32	6	sensors	sensor	NOUN
ajema-8721	32	7	,	,	PUNCT
ajema-8721	32	8	wireless	wireless	ADJ
ajema-8721	32	9	connections	connection	NOUN
ajema-8721	32	10	,	,	PUNCT
ajema-8721	32	11	and	and	CCONJ
ajema-8721	32	12	cloud	cloud	NOUN
ajema-8721	32	13	computing	computing	NOUN
ajema-8721	32	14	to	to	PART
ajema-8721	32	15	establish	establish	VERB
ajema-8721	32	16	a	a	DET
ajema-8721	32	17	networked	networked	ADJ
ajema-8721	32	18	infrastructure	infrastructure	NOUN
ajema-8721	32	19	that	that	PRON
ajema-8721	32	20	can	can	AUX
ajema-8721	32	21	determine	determine	VERB
ajema-8721	32	22	whether	whether	SCONJ
ajema-8721	32	23	each	each	DET
ajema-8721	32	24	parking	parking	NOUN
ajema-8721	32	25	space	space	NOUN
ajema-8721	32	26	is	be	AUX
ajema-8721	32	27	full	full	ADJ
ajema-8721	32	28	or	or	CCONJ
ajema-8721	32	29	empty	empty	ADJ
ajema-8721	32	30	[	[	X
ajema-8721	32	31	55	55	NUM
ajema-8721	32	32	]	]	PUNCT
ajema-8721	32	33	.	.	PUNCT
ajema-8721	33	1	the	the	DET
ajema-8721	33	2	data	datum	NOUN
ajema-8721	33	3	collected	collect	VERB
ajema-8721	33	4	is	be	AUX
ajema-8721	33	5	sent	send	VERB
ajema-8721	33	6	to	to	ADP
ajema-8721	33	7	a	a	DET
ajema-8721	33	8	central	central	ADJ
ajema-8721	33	9	platform	platform	NOUN
ajema-8721	33	10	,	,	PUNCT
ajema-8721	33	11	where	where	SCONJ
ajema-8721	33	12	it	it	PRON
ajema-8721	33	13	is	be	AUX
ajema-8721	33	14	processed	process	VERB
ajema-8721	33	15	and	and	CCONJ
ajema-8721	33	16	made	make	VERB
ajema-8721	33	17	available	available	ADJ
ajema-8721	33	18	to	to	ADP
ajema-8721	33	19	users	user	NOUN
ajema-8721	33	20	through	through	ADP
ajema-8721	33	21	a	a	DET
ajema-8721	33	22	dedicated	dedicated	ADJ
ajema-8721	33	23	mobile	mobile	ADJ
ajema-8721	33	24	app	app	NOUN
ajema-8721	33	25	.	.	PUNCT
ajema-8721	34	1	with	with	ADP
ajema-8721	34	2	this	this	DET
ajema-8721	34	3	app	app	NOUN
ajema-8721	34	4	,	,	PUNCT
ajema-8721	34	5	users	user	NOUN
ajema-8721	34	6	can	can	AUX
ajema-8721	34	7	view	view	VERB
ajema-8721	34	8	real	real	ADJ
ajema-8721	34	9	-	-	PUNCT
ajema-8721	34	10	time	time	NOUN
ajema-8721	34	11	parking	parking	NOUN
ajema-8721	34	12	availability	availability	NOUN
ajema-8721	34	13	,	,	PUNCT
ajema-8721	34	14	reserve	reserve	NOUN
ajema-8721	34	15	spots	spot	NOUN
ajema-8721	34	16	in	in	ADP
ajema-8721	34	17	advance	advance	NOUN
ajema-8721	34	18	,	,	PUNCT
ajema-8721	34	19	get	get	VERB
ajema-8721	34	20	directions	direction	NOUN
ajema-8721	34	21	to	to	ADP
ajema-8721	34	22	their	their	PRON
ajema-8721	34	23	chosen	choose	VERB
ajema-8721	34	24	parking	parking	NOUN
ajema-8721	34	25	location	location	NOUN
ajema-8721	34	26	,	,	PUNCT
ajema-8721	34	27	and	and	CCONJ
ajema-8721	34	28	make	make	VERB
ajema-8721	34	29	secure	secure	ADJ
ajema-8721	34	30	digital	digital	ADJ
ajema-8721	34	31	payments	payment	NOUN
ajema-8721	34	32	[	[	X
ajema-8721	34	33	74	74	NUM
ajema-8721	34	34	]	]	PUNCT
ajema-8721	34	35	.	.	PUNCT
ajema-8721	35	1	the	the	DET
ajema-8721	35	2	system	system	NOUN
ajema-8721	35	3	provides	provide	VERB
ajema-8721	35	4	a	a	DET
ajema-8721	35	5	comprehensive	comprehensive	ADJ
ajema-8721	35	6	solution	solution	NOUN
ajema-8721	35	7	to	to	ADP
ajema-8721	35	8	the	the	DET
ajema-8721	35	9	growing	grow	VERB
ajema-8721	35	10	parking	parking	NOUN
ajema-8721	35	11	problem	problem	NOUN
ajema-8721	35	12	by	by	ADP
ajema-8721	35	13	integrating	integrate	VERB
ajema-8721	35	14	hardware	hardware	NOUN
ajema-8721	35	15	components	component	NOUN
ajema-8721	35	16	,	,	PUNCT
ajema-8721	35	17	such	such	ADJ
ajema-8721	35	18	as	as	ADP
ajema-8721	35	19	ultrasonic	ultrasonic	ADJ
ajema-8721	35	20	or	or	CCONJ
ajema-8721	35	21	infrared	infrared	ADJ
ajema-8721	35	22	sensors	sensor	NOUN
ajema-8721	35	23	,	,	PUNCT
ajema-8721	35	24	with	with	ADP
ajema-8721	35	25	software	software	NOUN
ajema-8721	35	26	elements	element	NOUN
ajema-8721	35	27	,	,	PUNCT
ajema-8721	35	28	including	include	VERB
ajema-8721	35	29	mobile	mobile	ADJ
ajema-8721	35	30	app	app	NOUN
ajema-8721	35	31	interfaces	interface	NOUN
ajema-8721	35	32	and	and	CCONJ
ajema-8721	35	33	cloud	cloud	NOUN
ajema-8721	35	34	-	-	PUNCT
ajema-8721	35	35	based	base	VERB
ajema-8721	35	36	databases	database	NOUN
ajema-8721	35	37	[	[	X
ajema-8721	35	38	91	91	NUM
ajema-8721	35	39	]	]	PUNCT
ajema-8721	35	40	.	.	PUNCT
ajema-8721	36	1	not	not	PART
ajema-8721	36	2	only	only	ADV
ajema-8721	36	3	do	do	AUX
ajema-8721	36	4	drivers	driver	NOUN
ajema-8721	36	5	gain	gain	VERB
ajema-8721	36	6	from	from	ADP
ajema-8721	36	7	this	this	DET
ajema-8721	36	8	kind	kind	NOUN
ajema-8721	36	9	of	of	ADP
ajema-8721	36	10	system	system	NOUN
ajema-8721	36	11	,	,	PUNCT
ajema-8721	36	12	but	but	CCONJ
ajema-8721	36	13	so	so	ADV
ajema-8721	36	14	do	do	VERB
ajema-8721	36	15	parking	parking	NOUN
ajema-8721	36	16	authorities	authority	NOUN
ajema-8721	36	17	,	,	PUNCT
ajema-8721	36	18	city	city	NOUN
ajema-8721	36	19	planners	planner	NOUN
ajema-8721	36	20	,	,	PUNCT
ajema-8721	36	21	and	and	CCONJ
ajema-8721	36	22	municipal	municipal	ADJ
ajema-8721	36	23	governments	government	NOUN
ajema-8721	36	24	[	[	X
ajema-8721	36	25	66	66	NUM
ajema-8721	36	26	]	]	PUNCT
ajema-8721	36	27	.	.	PUNCT
ajema-8721	37	1	being	be	AUX
ajema-8721	37	2	able	able	ADJ
ajema-8721	37	3	to	to	PART
ajema-8721	37	4	verify	verify	VERB
ajema-8721	37	5	parking	parking	NOUN
ajema-8721	37	6	availability	availability	NOUN
ajema-8721	37	7	before	before	ADP
ajema-8721	37	8	arriving	arrive	VERB
ajema-8721	37	9	at	at	ADP
ajema-8721	37	10	a	a	DET
ajema-8721	37	11	site	site	NOUN
ajema-8721	37	12	makes	make	VERB
ajema-8721	37	13	life	life	NOUN
ajema-8721	37	14	much	much	ADV
ajema-8721	37	15	easier	easy	ADJ
ajema-8721	37	16	for	for	ADP
ajema-8721	37	17	drivers	driver	NOUN
ajema-8721	37	18	and	and	CCONJ
ajema-8721	37	19	cuts	cut	VERB
ajema-8721	37	20	down	down	ADP
ajema-8721	37	21	on	on	ADP
ajema-8721	37	22	the	the	DET
ajema-8721	37	23	time	time	NOUN
ajema-8721	37	24	they	they	PRON
ajema-8721	37	25	spend	spend	VERB
ajema-8721	37	26	searching	search	VERB
ajema-8721	37	27	for	for	ADP
ajema-8721	37	28	spots	spot	NOUN
ajema-8721	37	29	[	[	X
ajema-8721	37	30	71	71	NUM
ajema-8721	37	31	]	]	PUNCT
ajema-8721	37	32	.	.	PUNCT
ajema-8721	38	1	the	the	DET
ajema-8721	38	2	device	device	NOUN
ajema-8721	38	3	simplifies	simplify	VERB
ajema-8721	38	4	parking	parking	NOUN
ajema-8721	38	5	officials	official	NOUN
ajema-8721	38	6	'	'	PART
ajema-8721	38	7	tasks	task	NOUN
ajema-8721	38	8	by	by	ADP
ajema-8721	38	9	automating	automate	VERB
ajema-8721	38	10	the	the	DET
ajema-8721	38	11	monitoring	monitoring	NOUN
ajema-8721	38	12	process	process	NOUN
ajema-8721	38	13	and	and	CCONJ
ajema-8721	38	14	reducing	reduce	VERB
ajema-8721	38	15	human	human	ADJ
ajema-8721	38	16	errors	error	NOUN
ajema-8721	38	17	.	.	PUNCT
ajema-8721	39	1	planners	planner	NOUN
ajema-8721	39	2	in	in	ADP
ajema-8721	39	3	cities	city	NOUN
ajema-8721	39	4	may	may	AUX
ajema-8721	39	5	also	also	ADV
ajema-8721	39	6	use	use	VERB
ajema-8721	39	7	the	the	DET
ajema-8721	39	8	data	datum	NOUN
ajema-8721	39	9	from	from	ADP
ajema-8721	39	10	the	the	DET
ajema-8721	39	11	system	system	NOUN
ajema-8721	39	12	to	to	PART
ajema-8721	39	13	make	make	VERB
ajema-8721	39	14	informed	informed	ADJ
ajema-8721	39	15	decisions	decision	NOUN
ajema-8721	39	16	about	about	ADP
ajema-8721	39	17	building	build	VERB
ajema-8721	39	18	new	new	ADJ
ajema-8721	39	19	infrastructure	infrastructure	NOUN
ajema-8721	39	20	,	,	PUNCT
ajema-8721	39	21	such	such	ADJ
ajema-8721	39	22	as	as	ADP
ajema-8721	39	23	determining	determine	VERB
ajema-8721	39	24	where	where	SCONJ
ajema-8721	39	25	parking	parking	NOUN
ajema-8721	39	26	lots	lot	NOUN
ajema-8721	39	27	will	will	AUX
ajema-8721	39	28	be	be	AUX
ajema-8721	39	29	needed	need	VERB
ajema-8721	39	30	in	in	ADP
ajema-8721	39	31	the	the	DET
ajema-8721	39	32	future	future	NOUN
ajema-8721	39	33	or	or	CCONJ
ajema-8721	39	34	where	where	SCONJ
ajema-8721	39	35	there	there	PRON
ajema-8721	39	36	is	be	VERB
ajema-8721	39	37	a	a	DET
ajema-8721	39	38	high	high	ADJ
ajema-8721	39	39	demand	demand	NOUN
ajema-8721	39	40	[	[	X
ajema-8721	39	41	68	68	NUM
ajema-8721	39	42	]	]	PUNCT
ajema-8721	39	43	.	.	PUNCT
ajema-8721	40	1	the	the	DET
ajema-8721	40	2	system	system	NOUN
ajema-8721	40	3	's	's	PART
ajema-8721	40	4	data	datum	NOUN
ajema-8721	40	5	analytics	analytic	NOUN
ajema-8721	40	6	component	component	NOUN
ajema-8721	40	7	can	can	AUX
ajema-8721	40	8	also	also	ADV
ajema-8721	40	9	enable	enable	VERB
ajema-8721	40	10	dynamic	dynamic	ADJ
ajema-8721	40	11	pricing	pricing	NOUN
ajema-8721	40	12	models	model	NOUN
ajema-8721	40	13	,	,	PUNCT
ajema-8721	40	14	which	which	PRON
ajema-8721	40	15	help	help	VERB
ajema-8721	40	16	optimise	optimise	VERB
ajema-8721	40	17	the	the	DET
ajema-8721	40	18	use	use	NOUN
ajema-8721	40	19	of	of	ADP
ajema-8721	40	20	available	available	ADJ
ajema-8721	40	21	spaces	space	NOUN
ajema-8721	40	22	and	and	CCONJ
ajema-8721	40	23	alleviate	alleviate	VERB
ajema-8721	40	24	congestion	congestion	NOUN
ajema-8721	40	25	during	during	ADP
ajema-8721	40	26	peak	peak	NOUN
ajema-8721	40	27	times	time	NOUN
ajema-8721	40	28	.	.	PUNCT
ajema-8721	41	1	the	the	DET
ajema-8721	41	2	proposed	propose	VERB
ajema-8721	41	3	smart	smart	ADJ
ajema-8721	41	4	parking	parking	NOUN
ajema-8721	41	5	management	management	NOUN
ajema-8721	41	6	system	system	NOUN
ajema-8721	41	7	is	be	AUX
ajema-8721	41	8	based	base	VERB
ajema-8721	41	9	on	on	ADP
ajema-8721	41	10	the	the	DET
ajema-8721	41	11	integration	integration	NOUN
ajema-8721	41	12	of	of	ADP
ajema-8721	41	13	several	several	ADJ
ajema-8721	41	14	new	new	ADJ
ajema-8721	41	15	technologies	technology	NOUN
ajema-8721	41	16	.	.	PUNCT
ajema-8721	42	1	the	the	DET
ajema-8721	42	2	primary	primary	ADJ
ajema-8721	42	3	function	function	NOUN
ajema-8721	42	4	of	of	ADP
ajema-8721	42	5	iot	iot	ADJ
ajema-8721	42	6	sensors	sensor	NOUN
ajema-8721	42	7	is	be	AUX
ajema-8721	42	8	to	to	PART
ajema-8721	42	9	determine	determine	VERB
ajema-8721	42	10	whether	whether	SCONJ
ajema-8721	42	11	each	each	DET
ajema-8721	42	12	parking	parking	NOUN
ajema-8721	42	13	space	space	NOUN
ajema-8721	42	14	is	be	AUX
ajema-8721	42	15	occupied	occupy	VERB
ajema-8721	42	16	or	or	CCONJ
ajema-8721	42	17	available	available	ADJ
ajema-8721	42	18	[	[	PUNCT
ajema-8721	42	19	63	63	NUM
ajema-8721	42	20	]	]	PUNCT
ajema-8721	42	21	.	.	PUNCT
ajema-8721	43	1	each	each	DET
ajema-8721	43	2	location	location	NOUN
ajema-8721	43	3	has	have	VERB
ajema-8721	43	4	these	these	DET
ajema-8721	43	5	sensors	sensor	NOUN
ajema-8721	43	6	,	,	PUNCT
ajema-8721	43	7	which	which	PRON
ajema-8721	43	8	can	can	AUX
ajema-8721	43	9	detect	detect	VERB
ajema-8721	43	10	the	the	DET
ajema-8721	43	11	presence	presence	NOUN
ajema-8721	43	12	of	of	ADP
ajema-8721	43	13	a	a	DET
ajema-8721	43	14	car	car	NOUN
ajema-8721	43	15	.	.	PUNCT
ajema-8721	44	1	depending	depend	VERB
ajema-8721	44	2	on	on	ADP
ajema-8721	44	3	how	how	SCONJ
ajema-8721	44	4	the	the	DET
ajema-8721	44	5	infrastructure	infrastructure	NOUN
ajema-8721	44	6	is	be	AUX
ajema-8721	44	7	set	set	VERB
ajema-8721	44	8	up	up	ADP
ajema-8721	44	9	,	,	PUNCT
ajema-8721	44	10	the	the	DET
ajema-8721	44	11	gateways	gateway	NOUN
ajema-8721	44	12	utilise	utilise	VERB
ajema-8721	44	13	wi	wi	PROPN
ajema-8721	44	14	-	-	PUNCT
ajema-8721	44	15	fi	fi	NOUN
ajema-8721	44	16	,	,	PUNCT
ajema-8721	44	17	lora	lora	PROPN
ajema-8721	44	18	,	,	PUNCT
ajema-8721	44	19	or	or	CCONJ
ajema-8721	44	20	gsm	gsm	NOUN
ajema-8721	44	21	technologies	technology	NOUN
ajema-8721	44	22	to	to	PART
ajema-8721	44	23	wirelessly	wirelessly	ADV
ajema-8721	44	24	transmit	transmit	VERB
ajema-8721	44	25	data	datum	NOUN
ajema-8721	44	26	from	from	ADP
ajema-8721	44	27	these	these	DET
ajema-8721	44	28	sensors	sensor	NOUN
ajema-8721	44	29	to	to	ADP
ajema-8721	44	30	a	a	DET
ajema-8721	44	31	central	central	ADJ
ajema-8721	44	32	server	server	NOUN
ajema-8721	44	33	.	.	PUNCT
ajema-8721	45	1	then	then	ADV
ajema-8721	45	2	,	,	PUNCT
ajema-8721	45	3	the	the	DET
ajema-8721	45	4	server	server	NOUN
ajema-8721	45	5	processes	process	VERB
ajema-8721	45	6	this	this	DET
ajema-8721	45	7	data	datum	NOUN
ajema-8721	45	8	and	and	CCONJ
ajema-8721	45	9	updates	update	VERB
ajema-8721	45	10	the	the	DET
ajema-8721	45	11	database	database	NOUN
ajema-8721	45	12	in	in	ADP
ajema-8721	45	13	real	real	ADJ
ajema-8721	45	14	time	time	NOUN
ajema-8721	45	15	[	[	X
ajema-8721	45	16	81	81	NUM
ajema-8721	45	17	]	]	PUNCT
ajema-8721	45	18	.	.	PUNCT
ajema-8721	46	1	users	user	NOUN
ajema-8721	46	2	may	may	AUX
ajema-8721	46	3	then	then	ADV
ajema-8721	46	4	access	access	VERB
ajema-8721	46	5	it	it	PRON
ajema-8721	46	6	using	use	VERB
ajema-8721	46	7	a	a	DET
ajema-8721	46	8	mobile	mobile	ADJ
ajema-8721	46	9	app	app	NOUN
ajema-8721	46	10	interface	interface	NOUN
ajema-8721	46	11	.	.	PUNCT
ajema-8721	47	1	the	the	DET
ajema-8721	47	2	smartphone	smartphone	NOUN
ajema-8721	47	3	app	app	NOUN
ajema-8721	47	4	is	be	AUX
ajema-8721	47	5	the	the	DET
ajema-8721	47	6	primary	primary	ADJ
ajema-8721	47	7	means	mean	NOUN
ajema-8721	47	8	by	by	ADP
ajema-8721	47	9	which	which	PRON
ajema-8721	47	10	users	user	NOUN
ajema-8721	47	11	interact	interact	VERB
ajema-8721	47	12	with	with	ADP
ajema-8721	47	13	the	the	DET
ajema-8721	47	14	system	system	NOUN
ajema-8721	47	15	.	.	PUNCT
ajema-8721	48	1	it	it	PRON
ajema-8721	48	2	allows	allow	VERB
ajema-8721	48	3	them	they	PRON
ajema-8721	48	4	to	to	PART
ajema-8721	48	5	view	view	VERB
ajema-8721	48	6	available	available	ADJ
ajema-8721	48	7	slots	slot	NOUN
ajema-8721	48	8	,	,	PUNCT
ajema-8721	48	9	book	book	NOUN
ajema-8721	48	10	a	a	DET
ajema-8721	48	11	spot	spot	NOUN
ajema-8721	48	12	,	,	PUNCT
ajema-8721	48	13	locate	locate	VERB
ajema-8721	48	14	the	the	DET
ajema-8721	48	15	parking	parking	NOUN
ajema-8721	48	16	location	location	NOUN
ajema-8721	48	17	,	,	PUNCT
ajema-8721	48	18	and	and	CCONJ
ajema-8721	48	19	pay	pay	VERB
ajema-8721	48	20	.	.	PUNCT
ajema-8721	49	1	for	for	ADP
ajema-8721	49	2	real	real	ADJ
ajema-8721	49	3	-	-	PUNCT
ajema-8721	49	4	time	time	NOUN
ajema-8721	49	5	updates	update	NOUN
ajema-8721	49	6	,	,	PUNCT
ajema-8721	49	7	the	the	DET
ajema-8721	49	8	hardware	hardware	NOUN
ajema-8721	49	9	(	(	PUNCT
ajema-8721	49	10	sensors	sensor	NOUN
ajema-8721	49	11	)	)	PUNCT
ajema-8721	49	12	,	,	PUNCT
ajema-8721	49	13	software	software	NOUN
ajema-8721	49	14	(	(	PUNCT
ajema-8721	49	15	mobile	mobile	ADJ
ajema-8721	49	16	app	app	NOUN
ajema-8721	49	17	)	)	PUNCT
ajema-8721	49	18	,	,	PUNCT
ajema-8721	49	19	and	and	CCONJ
ajema-8721	49	20	database	database	NOUN
ajema-8721	49	21	(	(	PUNCT
ajema-8721	49	22	cloud	cloud	NOUN
ajema-8721	49	23	server	server	NOUN
ajema-8721	49	24	)	)	PUNCT
ajema-8721	49	25	must	must	AUX
ajema-8721	49	26	be	be	AUX
ajema-8721	49	27	able	able	ADJ
ajema-8721	49	28	to	to	PART
ajema-8721	49	29	communicate	communicate	VERB
ajema-8721	49	30	with	with	ADP
ajema-8721	49	31	each	each	DET
ajema-8721	49	32	other	other	ADJ
ajema-8721	49	33	seamlessly	seamlessly	ADV
ajema-8721	50	1	[	[	X
ajema-8721	50	2	90	90	NUM
ajema-8721	50	3	]	]	PUNCT
ajema-8721	50	4	.	.	PUNCT
ajema-8721	51	1	if	if	SCONJ
ajema-8721	51	2	there	there	PRON
ajema-8721	51	3	is	be	VERB
ajema-8721	51	4	any	any	DET
ajema-8721	51	5	delay	delay	NOUN
ajema-8721	51	6	or	or	CCONJ
ajema-8721	51	7	data	datum	NOUN
ajema-8721	51	8	loss	loss	NOUN
ajema-8721	51	9	,	,	PUNCT
ajema-8721	51	10	the	the	DET
ajema-8721	51	11	availability	availability	NOUN
ajema-8721	51	12	information	information	NOUN
ajema-8721	51	13	could	could	AUX
ajema-8721	51	14	be	be	AUX
ajema-8721	51	15	wrong	wrong	ADJ
ajema-8721	51	16	,	,	PUNCT
ajema-8721	51	17	which	which	PRON
ajema-8721	51	18	would	would	AUX
ajema-8721	51	19	make	make	VERB
ajema-8721	51	20	users	user	NOUN
ajema-8721	51	21	less	less	ADV
ajema-8721	51	22	likely	likely	ADJ
ajema-8721	51	23	to	to	PART
ajema-8721	51	24	trust	trust	VERB
ajema-8721	51	25	the	the	DET
ajema-8721	51	26	system	system	NOUN
ajema-8721	51	27	[	[	X
ajema-8721	51	28	54	54	NUM
ajema-8721	51	29	]	]	PUNCT
ajema-8721	51	30	.	.	PUNCT
ajema-8721	52	1	because	because	SCONJ
ajema-8721	52	2	of	of	ADP
ajema-8721	52	3	this	this	PRON
ajema-8721	52	4	,	,	PUNCT
ajema-8721	52	5	the	the	DET
ajema-8721	52	6	project	project	NOUN
ajema-8721	52	7	emphasises	emphasise	VERB
ajema-8721	52	8	the	the	DET
ajema-8721	52	9	use	use	NOUN
ajema-8721	52	10	of	of	ADP
ajema-8721	52	11	reliable	reliable	ADJ
ajema-8721	52	12	communication	communication	NOUN
ajema-8721	52	13	protocols	protocol	NOUN
ajema-8721	52	14	,	,	PUNCT
ajema-8721	52	15	methods	method	NOUN
ajema-8721	52	16	for	for	ADP
ajema-8721	52	17	identifying	identify	VERB
ajema-8721	52	18	and	and	CCONJ
ajema-8721	52	19	resolving	resolve	VERB
ajema-8721	52	20	errors	error	NOUN
ajema-8721	52	21	,	,	PUNCT
ajema-8721	52	22	and	and	CCONJ
ajema-8721	52	23	techniques	technique	NOUN
ajema-8721	52	24	for	for	ADP
ajema-8721	52	25	synchronising	synchronise	VERB
ajema-8721	52	26	data	datum	NOUN
ajema-8721	52	27	efficiently	efficiently	ADV
ajema-8721	52	28	.	.	PUNCT
ajema-8721	53	1	the	the	DET
ajema-8721	53	2	system	system	NOUN
ajema-8721	53	3	is	be	AUX
ajema-8721	53	4	also	also	ADV
ajema-8721	53	5	designed	design	VERB
ajema-8721	53	6	to	to	PART
ajema-8721	53	7	be	be	AUX
ajema-8721	53	8	scalable	scalable	ADJ
ajema-8721	53	9	,	,	PUNCT
ajema-8721	53	10	which	which	PRON
ajema-8721	53	11	means	mean	VERB
ajema-8721	53	12	it	it	PRON
ajema-8721	53	13	can	can	AUX
ajema-8721	53	14	add	add	VERB
ajema-8721	53	15	thousands	thousand	NOUN
ajema-8721	53	16	of	of	ADP
ajema-8721	53	17	sensors	sensor	NOUN
ajema-8721	53	18	in	in	ADP
ajema-8721	53	19	various	various	ADJ
ajema-8721	53	20	locations	location	NOUN
ajema-8721	53	21	without	without	ADP
ajema-8721	53	22	slowing	slow	VERB
ajema-8721	53	23	down	down	ADP
ajema-8721	53	24	[	[	X
ajema-8721	53	25	69	69	NUM
ajema-8721	53	26	]	]	PUNCT
ajema-8721	53	27	.	.	PUNCT
ajema-8721	54	1	because	because	SCONJ
ajema-8721	54	2	it	it	PRON
ajema-8721	54	3	can	can	AUX
ajema-8721	54	4	be	be	AUX
ajema-8721	54	5	scaled	scale	VERB
ajema-8721	54	6	up	up	ADP
ajema-8721	54	7	or	or	CCONJ
ajema-8721	54	8	down	down	ADV
ajema-8721	54	9	,	,	PUNCT
ajema-8721	54	10	the	the	DET
ajema-8721	54	11	system	system	NOUN
ajema-8721	54	12	can	can	AUX
ajema-8721	54	13	be	be	AUX
ajema-8721	54	14	utilised	utilise	VERB
ajema-8721	54	15	in	in	ADP
ajema-8721	54	16	various	various	ADJ
ajema-8721	54	17	settings	setting	NOUN
ajema-8721	54	18	,	,	PUNCT
ajema-8721	54	19	ranging	range	VERB
ajema-8721	54	20	from	from	ADP
ajema-8721	54	21	small	small	ADJ
ajema-8721	54	22	commercial	commercial	ADJ
ajema-8721	54	23	parking	parking	NOUN
ajema-8721	54	24	lots	lot	NOUN
ajema-8721	54	25	to	to	ADP
ajema-8721	54	26	large	large	ADJ
ajema-8721	54	27	public	public	ADJ
ajema-8721	54	28	parking	parking	NOUN
ajema-8721	54	29	facilities	facility	NOUN
ajema-8721	54	30	in	in	ADP
ajema-8721	54	31	cities	city	NOUN
ajema-8721	54	32	.	.	PUNCT
ajema-8721	55	1	the	the	DET
ajema-8721	55	2	mobile	mobile	ADJ
ajema-8721	55	3	app	app	PROPN
ajema-8721	55	4	component	component	NOUN
ajema-8721	55	5	is	be	AUX
ajema-8721	55	6	particularly	particularly	ADV
ajema-8721	55	7	important	important	ADJ
ajema-8721	55	8	for	for	ADP
ajema-8721	55	9	the	the	DET
ajema-8721	55	10	ease	ease	NOUN
ajema-8721	55	11	of	of	ADP
ajema-8721	55	12	use	use	NOUN
ajema-8721	55	13	of	of	ADP
ajema-8721	55	14	the	the	DET
ajema-8721	55	15	system	system	NOUN
ajema-8721	55	16	.	.	PUNCT
ajema-8721	56	1	the	the	DET
ajema-8721	56	2	design	design	NOUN
ajema-8721	56	3	prioritises	prioritise	VERB
ajema-8721	56	4	ease	ease	NOUN
ajema-8721	56	5	of	of	ADP
ajema-8721	56	6	use	use	NOUN
ajema-8721	56	7	,	,	PUNCT
ajema-8721	56	8	accessibility	accessibility	NOUN
ajema-8721	56	9	,	,	PUNCT
ajema-8721	56	10	and	and	CCONJ
ajema-8721	56	11	functionality	functionality	NOUN
ajema-8721	56	12	[	[	X
ajema-8721	56	13	61	61	NUM
ajema-8721	56	14	]	]	PUNCT
ajema-8721	56	15	.	.	PUNCT
ajema-8721	57	1	when	when	SCONJ
ajema-8721	57	2	you	you	PRON
ajema-8721	57	3	open	open	VERB
ajema-8721	57	4	the	the	DET
ajema-8721	57	5	app	app	NOUN
ajema-8721	57	6	,	,	PUNCT
ajema-8721	57	7	you	you	PRON
ajema-8721	57	8	get	get	VERB
ajema-8721	57	9	a	a	DET
ajema-8721	57	10	mapbased	mapbased	ADJ
ajema-8721	57	11	interface	interface	NOUN
ajema-8721	57	12	that	that	PRON
ajema-8721	57	13	shows	show	VERB
ajema-8721	57	14	local	local	ADJ
ajema-8721	57	15	parking	parking	NOUN
ajema-8721	57	16	lots	lot	NOUN
ajema-8721	57	17	and	and	CCONJ
ajema-8721	57	18	colour	colour	NOUN
ajema-8721	57	19	-	-	PUNCT
ajema-8721	57	20	coded	code	VERB
ajema-8721	57	21	signs	sign	NOUN
ajema-8721	57	22	of	of	ADP
ajema-8721	57	23	slot	slot	NOUN
ajema-8721	57	24	availability	availability	NOUN
ajema-8721	57	25	:	:	PUNCT
ajema-8721	57	26	green	green	ADJ
ajema-8721	57	27	for	for	ADP
ajema-8721	57	28	available	available	ADJ
ajema-8721	57	29	,	,	PUNCT
ajema-8721	57	30	red	red	ADJ
ajema-8721	57	31	for	for	ADP
ajema-8721	57	32	occupied	occupy	VERB
ajema-8721	57	33	,	,	PUNCT
ajema-8721	57	34	and	and	CCONJ
ajema-8721	57	35	yellow	yellow	VERB
ajema-8721	57	36	for	for	ADP
ajema-8721	57	37	reserved	reserved	ADJ
ajema-8721	57	38	[	[	X
ajema-8721	57	39	77	77	NUM
ajema-8721	57	40	]	]	PUNCT
ajema-8721	57	41	.	.	PUNCT
ajema-8721	58	1	users	user	NOUN
ajema-8721	58	2	can	can	AUX
ajema-8721	58	3	select	select	VERB
ajema-8721	58	4	a	a	DET
ajema-8721	58	5	facility	facility	NOUN
ajema-8721	58	6	,	,	PUNCT
ajema-8721	58	7	view	view	VERB
ajema-8721	58	8	its	its	PRON
ajema-8721	58	9	details	detail	NOUN
ajema-8721	58	10	such	such	ADJ
ajema-8721	58	11	as	as	ADP
ajema-8721	58	12	price	price	NOUN
ajema-8721	58	13	,	,	PUNCT
ajema-8721	58	14	distance	distance	NOUN
ajema-8721	58	15	,	,	PUNCT
ajema-8721	58	16	and	and	CCONJ
ajema-8721	58	17	available	available	ADJ
ajema-8721	58	18	spots	spot	NOUN
ajema-8721	58	19	,	,	PUNCT
ajema-8721	58	20	and	and	CCONJ
ajema-8721	58	21	then	then	ADV
ajema-8721	58	22	reserve	reserve	VERB
ajema-8721	58	23	a	a	DET
ajema-8721	58	24	spot	spot	NOUN
ajema-8721	58	25	.	.	PUNCT
ajema-8721	59	1	once	once	ADV
ajema-8721	59	2	a	a	DET
ajema-8721	59	3	spot	spot	NOUN
ajema-8721	59	4	is	be	AUX
ajema-8721	59	5	booked	book	VERB
ajema-8721	59	6	,	,	PUNCT
ajema-8721	59	7	the	the	DET
ajema-8721	59	8	app	app	NOUN
ajema-8721	59	9	uses	use	VERB
ajema-8721	59	10	built	build	VERB
ajema-8721	59	11	-	-	PUNCT
ajema-8721	59	12	in	in	ADP
ajema-8721	59	13	gps	gps	PROPN
ajema-8721	59	14	services	service	NOUN
ajema-8721	59	15	to	to	PART
ajema-8721	59	16	give	give	VERB
ajema-8721	59	17	directions	direction	NOUN
ajema-8721	59	18	to	to	ADP
ajema-8721	59	19	the	the	DET
ajema-8721	59	20	exact	exact	ADJ
ajema-8721	59	21	location	location	NOUN
ajema-8721	59	22	of	of	ADP
ajema-8721	59	23	the	the	DET
ajema-8721	59	24	parking	parking	NOUN
ajema-8721	59	25	space	space	NOUN
ajema-8721	59	26	.	.	PUNCT
ajema-8721	60	1	the	the	DET
ajema-8721	60	2	app	app	NOUN
ajema-8721	60	3	not	not	PART
ajema-8721	60	4	only	only	ADV
ajema-8721	60	5	helps	help	VERB
ajema-8721	60	6	you	you	PRON
ajema-8721	60	7	find	find	VERB
ajema-8721	60	8	your	your	PRON
ajema-8721	60	9	way	way	NOUN
ajema-8721	60	10	,	,	PUNCT
ajema-8721	60	11	but	but	CCONJ
ajema-8721	60	12	it	it	PRON
ajema-8721	60	13	also	also	ADV
ajema-8721	60	14	has	have	AUX
ajema-8721	60	15	secure	secure	ADJ
ajema-8721	60	16	payment	payment	NOUN
ajema-8721	60	17	gateways	gateway	NOUN
ajema-8721	60	18	that	that	PRON
ajema-8721	60	19	enable	enable	VERB
ajema-8721	60	20	you	you	PRON
ajema-8721	60	21	to	to	PART
ajema-8721	60	22	pay	pay	VERB
ajema-8721	60	23	with	with	ADP
ajema-8721	60	24	credit	credit	NOUN
ajema-8721	60	25	cards	card	NOUN
ajema-8721	60	26	,	,	PUNCT
ajema-8721	60	27	debit	debit	NOUN
ajema-8721	60	28	cards	card	NOUN
ajema-8721	60	29	,	,	PUNCT
ajema-8721	60	30	or	or	CCONJ
ajema-8721	60	31	digital	digital	ADJ
ajema-8721	60	32	wallets	wallet	NOUN
ajema-8721	60	33	[	[	PUNCT
ajema-8721	60	34	87	87	NUM
ajema-8721	60	35	]	]	PUNCT
ajema-8721	60	36	.	.	PUNCT
ajema-8721	61	1	this	this	PRON
ajema-8721	61	2	eliminates	eliminate	VERB
ajema-8721	61	3	the	the	DET
ajema-8721	61	4	need	need	NOUN
ajema-8721	61	5	for	for	ADP
ajema-8721	61	6	cash	cash	NOUN
ajema-8721	61	7	transactions	transaction	NOUN
ajema-8721	61	8	http://www/	http://www/	PUNCT
ajema-8721	61	9	141	141	NUM
ajema-8721	61	10	journal	journal	NOUN
ajema-8721	61	11	of	of	ADP
ajema-8721	61	12	engineering	engineering	NOUN
ajema-8721	61	13	,	,	PUNCT
ajema-8721	61	14	mechanics	mechanic	NOUN
ajema-8721	61	15	and	and	CCONJ
ajema-8721	61	16	architecture	architecture	NOUN
ajema-8721	61	17	www	www	NOUN
ajema-8721	61	18	.	.	PUNCT
ajema-8721	62	1	grnjournal.us	grnjournal.us	X
ajema-8721	63	1	and	and	CCONJ
ajema-8721	63	2	makes	make	VERB
ajema-8721	63	3	the	the	DET
ajema-8721	63	4	parking	parking	NOUN
ajema-8721	63	5	process	process	NOUN
ajema-8721	63	6	even	even	ADV
ajema-8721	63	7	easier	easy	ADJ
ajema-8721	63	8	.	.	PUNCT
ajema-8721	64	1	a	a	DET
ajema-8721	64	2	management	management	NOUN
ajema-8721	64	3	portal	portal	NOUN
ajema-8721	64	4	for	for	ADP
ajema-8721	64	5	administrators	administrator	NOUN
ajema-8721	64	6	is	be	AUX
ajema-8721	64	7	another	another	DET
ajema-8721	64	8	important	important	ADJ
ajema-8721	64	9	part	part	NOUN
ajema-8721	64	10	of	of	ADP
ajema-8721	64	11	the	the	DET
ajema-8721	64	12	proposed	propose	VERB
ajema-8721	64	13	system	system	NOUN
ajema-8721	64	14	[	[	X
ajema-8721	64	15	48	48	NUM
ajema-8721	64	16	]	]	PUNCT
ajema-8721	64	17	.	.	PUNCT
ajema-8721	65	1	the	the	DET
ajema-8721	65	2	parking	parking	NOUN
ajema-8721	65	3	authority	authority	NOUN
ajema-8721	65	4	can	can	AUX
ajema-8721	65	5	use	use	VERB
ajema-8721	65	6	this	this	DET
ajema-8721	65	7	portal	portal	NOUN
ajema-8721	65	8	to	to	PART
ajema-8721	65	9	monitor	monitor	VERB
ajema-8721	65	10	occupancy	occupancy	NOUN
ajema-8721	65	11	levels	level	NOUN
ajema-8721	65	12	,	,	PUNCT
ajema-8721	65	13	generate	generate	VERB
ajema-8721	65	14	reports	report	NOUN
ajema-8721	65	15	on	on	ADP
ajema-8721	65	16	usage	usage	NOUN
ajema-8721	65	17	,	,	PUNCT
ajema-8721	65	18	manage	manage	VERB
ajema-8721	65	19	bookings	booking	NOUN
ajema-8721	65	20	,	,	PUNCT
ajema-8721	65	21	and	and	CCONJ
ajema-8721	65	22	receive	receive	VERB
ajema-8721	65	23	maintenance	maintenance	NOUN
ajema-8721	65	24	alerts	alert	NOUN
ajema-8721	65	25	from	from	ADP
ajema-8721	65	26	the	the	DET
ajema-8721	65	27	sensors	sensor	NOUN
ajema-8721	65	28	[	[	X
ajema-8721	65	29	72	72	NUM
ajema-8721	65	30	]	]	PUNCT
ajema-8721	65	31	.	.	PUNCT
ajema-8721	66	1	the	the	DET
ajema-8721	66	2	site	site	NOUN
ajema-8721	66	3	provides	provide	VERB
ajema-8721	66	4	managers	manager	NOUN
ajema-8721	66	5	with	with	ADP
ajema-8721	66	6	useful	useful	ADJ
ajema-8721	66	7	information	information	NOUN
ajema-8721	66	8	about	about	ADP
ajema-8721	66	9	how	how	SCONJ
ajema-8721	66	10	people	people	NOUN
ajema-8721	66	11	use	use	VERB
ajema-8721	66	12	the	the	DET
ajema-8721	66	13	service	service	NOUN
ajema-8721	66	14	,	,	PUNCT
ajema-8721	66	15	enabling	enable	VERB
ajema-8721	66	16	them	they	PRON
ajema-8721	66	17	to	to	PART
ajema-8721	66	18	make	make	VERB
ajema-8721	66	19	informed	informed	ADJ
ajema-8721	66	20	decisions	decision	NOUN
ajema-8721	66	21	based	base	VERB
ajema-8721	66	22	on	on	ADP
ajema-8721	66	23	data	datum	NOUN
ajema-8721	66	24	,	,	PUNCT
ajema-8721	66	25	such	such	ADJ
ajema-8721	66	26	as	as	ADP
ajema-8721	66	27	adjusting	adjust	VERB
ajema-8721	66	28	prices	price	NOUN
ajema-8721	66	29	or	or	CCONJ
ajema-8721	66	30	adding	add	VERB
ajema-8721	66	31	more	more	ADJ
ajema-8721	66	32	parking	parking	NOUN
ajema-8721	66	33	spaces	space	NOUN
ajema-8721	66	34	in	in	ADP
ajema-8721	66	35	areas	area	NOUN
ajema-8721	66	36	with	with	ADP
ajema-8721	66	37	high	high	ADJ
ajema-8721	66	38	demand	demand	NOUN
ajema-8721	66	39	[	[	X
ajema-8721	66	40	89	89	NUM
ajema-8721	66	41	]	]	PUNCT
ajema-8721	66	42	.	.	PUNCT
ajema-8721	67	1	analytics	analytic	NOUN
ajema-8721	67	2	also	also	ADV
ajema-8721	67	3	lets	let	VERB
ajema-8721	67	4	you	you	PRON
ajema-8721	67	5	develop	develop	VERB
ajema-8721	67	6	prediction	prediction	NOUN
ajema-8721	67	7	models	model	NOUN
ajema-8721	67	8	,	,	PUNCT
ajema-8721	67	9	which	which	PRON
ajema-8721	67	10	assist	assist	VERB
ajema-8721	67	11	officials	official	NOUN
ajema-8721	67	12	in	in	ADP
ajema-8721	67	13	planning	plan	VERB
ajema-8721	67	14	for	for	ADP
ajema-8721	67	15	spikes	spike	NOUN
ajema-8721	67	16	in	in	ADP
ajema-8721	67	17	demand	demand	NOUN
ajema-8721	67	18	during	during	ADP
ajema-8721	67	19	events	event	NOUN
ajema-8721	67	20	,	,	PUNCT
ajema-8721	67	21	weekends	weekend	NOUN
ajema-8721	67	22	,	,	PUNCT
ajema-8721	67	23	or	or	CCONJ
ajema-8721	67	24	holidays	holiday	NOUN
ajema-8721	67	25	[	[	X
ajema-8721	67	26	82	82	NUM
ajema-8721	67	27	]	]	PUNCT
ajema-8721	67	28	.	.	PUNCT
ajema-8721	68	1	it	it	PRON
ajema-8721	68	2	's	be	AUX
ajema-8721	68	3	also	also	ADV
ajema-8721	68	4	important	important	ADJ
ajema-8721	68	5	to	to	PART
ajema-8721	68	6	discuss	discuss	VERB
ajema-8721	68	7	how	how	SCONJ
ajema-8721	68	8	the	the	DET
ajema-8721	68	9	system	system	NOUN
ajema-8721	68	10	impacts	impact	VERB
ajema-8721	68	11	the	the	DET
ajema-8721	68	12	environment	environment	NOUN
ajema-8721	68	13	[	[	X
ajema-8721	68	14	53	53	NUM
ajema-8721	68	15	]	]	PUNCT
ajema-8721	68	16	.	.	PUNCT
ajema-8721	69	1	the	the	DET
ajema-8721	69	2	method	method	NOUN
ajema-8721	69	3	directly	directly	ADV
ajema-8721	69	4	helps	help	VERB
ajema-8721	69	5	reduce	reduce	VERB
ajema-8721	69	6	carbon	carbon	NOUN
ajema-8721	69	7	emissions	emission	NOUN
ajema-8721	69	8	and	and	CCONJ
ajema-8721	69	9	fuel	fuel	NOUN
ajema-8721	69	10	use	use	NOUN
ajema-8721	69	11	by	by	ADP
ajema-8721	69	12	cutting	cut	VERB
ajema-8721	69	13	down	down	ADP
ajema-8721	69	14	on	on	ADP
ajema-8721	69	15	the	the	DET
ajema-8721	69	16	time	time	NOUN
ajema-8721	69	17	drivers	driver	NOUN
ajema-8721	69	18	spend	spend	VERB
ajema-8721	69	19	idling	idle	VERB
ajema-8721	69	20	or	or	CCONJ
ajema-8721	69	21	circling	circle	VERB
ajema-8721	69	22	in	in	ADP
ajema-8721	69	23	search	search	NOUN
ajema-8721	69	24	of	of	ADP
ajema-8721	69	25	parking	parking	NOUN
ajema-8721	69	26	spots	spot	NOUN
ajema-8721	69	27	.	.	PUNCT
ajema-8721	70	1	research	research	NOUN
ajema-8721	70	2	indicates	indicate	VERB
ajema-8721	70	3	that	that	SCONJ
ajema-8721	70	4	a	a	DET
ajema-8721	70	5	considerable	considerable	ADJ
ajema-8721	70	6	fraction	fraction	NOUN
ajema-8721	70	7	of	of	ADP
ajema-8721	70	8	urban	urban	ADJ
ajema-8721	70	9	air	air	NOUN
ajema-8721	70	10	pollution	pollution	NOUN
ajema-8721	70	11	is	be	AUX
ajema-8721	70	12	derived	derive	VERB
ajema-8721	70	13	from	from	ADP
ajema-8721	70	14	automobiles	automobile	NOUN
ajema-8721	70	15	idling	idle	VERB
ajema-8721	70	16	in	in	ADP
ajema-8721	70	17	traffic	traffic	NOUN
ajema-8721	70	18	or	or	CCONJ
ajema-8721	70	19	seeking	seek	VERB
ajema-8721	70	20	parking	parking	NOUN
ajema-8721	70	21	[	[	X
ajema-8721	70	22	75	75	NUM
ajema-8721	70	23	]	]	PUNCT
ajema-8721	70	24	.	.	PUNCT
ajema-8721	71	1	therefore	therefore	ADV
ajema-8721	71	2	,	,	PUNCT
ajema-8721	71	3	utilising	utilise	VERB
ajema-8721	71	4	a	a	DET
ajema-8721	71	5	smart	smart	ADJ
ajema-8721	71	6	parking	parking	NOUN
ajema-8721	71	7	management	management	NOUN
ajema-8721	71	8	system	system	NOUN
ajema-8721	71	9	benefits	benefit	VERB
ajema-8721	71	10	both	both	DET
ajema-8721	71	11	users	user	NOUN
ajema-8721	71	12	and	and	CCONJ
ajema-8721	71	13	managers	manager	NOUN
ajema-8721	71	14	,	,	PUNCT
ajema-8721	71	15	and	and	CCONJ
ajema-8721	71	16	it	it	PRON
ajema-8721	71	17	also	also	ADV
ajema-8721	71	18	supports	support	VERB
ajema-8721	71	19	broader	broad	ADJ
ajema-8721	71	20	environmental	environmental	ADJ
ajema-8721	71	21	objectives	objective	NOUN
ajema-8721	71	22	.	.	PUNCT
ajema-8721	72	1	additionally	additionally	ADV
ajema-8721	72	2	,	,	PUNCT
ajema-8721	72	3	as	as	SCONJ
ajema-8721	72	4	more	more	ADJ
ajema-8721	72	5	people	people	NOUN
ajema-8721	72	6	become	become	VERB
ajema-8721	72	7	interested	interested	ADJ
ajema-8721	72	8	in	in	ADP
ajema-8721	72	9	building	build	VERB
ajema-8721	72	10	smart	smart	ADJ
ajema-8721	72	11	cities	city	NOUN
ajema-8721	72	12	,	,	PUNCT
ajema-8721	72	13	these	these	DET
ajema-8721	72	14	technologies	technology	NOUN
ajema-8721	72	15	align	align	VERB
ajema-8721	72	16	with	with	ADP
ajema-8721	72	17	global	global	ADJ
ajema-8721	72	18	initiatives	initiative	NOUN
ajema-8721	72	19	to	to	PART
ajema-8721	72	20	establish	establish	VERB
ajema-8721	72	21	smart	smart	ADJ
ajema-8721	72	22	and	and	CCONJ
ajema-8721	72	23	environmentally	environmentally	ADV
ajema-8721	72	24	friendly	friendly	ADJ
ajema-8721	72	25	city	city	NOUN
ajema-8721	72	26	infrastructure	infrastructure	NOUN
ajema-8721	72	27	[	[	X
ajema-8721	72	28	83	83	NUM
ajema-8721	72	29	]	]	PUNCT
ajema-8721	72	30	.	.	PUNCT
ajema-8721	73	1	the	the	DET
ajema-8721	73	2	proposed	propose	VERB
ajema-8721	73	3	system	system	NOUN
ajema-8721	73	4	's	's	PART
ajema-8721	73	5	dependability	dependability	NOUN
ajema-8721	73	6	and	and	CCONJ
ajema-8721	73	7	performance	performance	NOUN
ajema-8721	73	8	are	be	AUX
ajema-8721	73	9	highly	highly	ADV
ajema-8721	73	10	contingent	contingent	ADJ
ajema-8721	73	11	upon	upon	SCONJ
ajema-8721	73	12	the	the	DET
ajema-8721	73	13	resilience	resilience	NOUN
ajema-8721	73	14	of	of	ADP
ajema-8721	73	15	its	its	PRON
ajema-8721	73	16	foundational	foundational	ADJ
ajema-8721	73	17	technologies	technology	NOUN
ajema-8721	73	18	.	.	PUNCT
ajema-8721	74	1	for	for	ADP
ajema-8721	74	2	example	example	NOUN
ajema-8721	74	3	,	,	PUNCT
ajema-8721	74	4	iot	iot	ADJ
ajema-8721	74	5	sensors	sensor	NOUN
ajema-8721	74	6	must	must	AUX
ajema-8721	74	7	be	be	AUX
ajema-8721	74	8	robust	robust	ADJ
ajema-8721	74	9	and	and	CCONJ
ajema-8721	74	10	able	able	ADJ
ajema-8721	74	11	to	to	PART
ajema-8721	74	12	withstand	withstand	VERB
ajema-8721	74	13	the	the	DET
ajema-8721	74	14	weather	weather	NOUN
ajema-8721	74	15	so	so	SCONJ
ajema-8721	74	16	they	they	PRON
ajema-8721	74	17	can	can	AUX
ajema-8721	74	18	function	function	VERB
ajema-8721	74	19	effectively	effectively	ADV
ajema-8721	74	20	in	in	ADP
ajema-8721	74	21	outdoor	outdoor	ADJ
ajema-8721	74	22	environments	environment	NOUN
ajema-8721	74	23	[	[	X
ajema-8721	74	24	64	64	NUM
ajema-8721	74	25	]	]	PUNCT
ajema-8721	74	26	.	.	PUNCT
ajema-8721	75	1	there	there	PRON
ajema-8721	75	2	should	should	AUX
ajema-8721	75	3	be	be	AUX
ajema-8721	75	4	minimal	minimal	ADJ
ajema-8721	75	5	delay	delay	NOUN
ajema-8721	75	6	in	in	ADP
ajema-8721	75	7	the	the	DET
ajema-8721	75	8	communication	communication	NOUN
ajema-8721	75	9	network	network	NOUN
ajema-8721	75	10	so	so	SCONJ
ajema-8721	75	11	that	that	SCONJ
ajema-8721	75	12	data	datum	NOUN
ajema-8721	75	13	can	can	AUX
ajema-8721	75	14	be	be	AUX
ajema-8721	75	15	sent	send	VERB
ajema-8721	75	16	in	in	ADP
ajema-8721	75	17	real	real	ADJ
ajema-8721	75	18	-	-	PUNCT
ajema-8721	75	19	time	time	NOUN
ajema-8721	75	20	.	.	PUNCT
ajema-8721	76	1	additionally	additionally	ADV
ajema-8721	76	2	,	,	PUNCT
ajema-8721	76	3	the	the	DET
ajema-8721	76	4	mobile	mobile	ADJ
ajema-8721	76	5	app	app	NOUN
ajema-8721	76	6	must	must	AUX
ajema-8721	76	7	function	function	VERB
ajema-8721	76	8	smoothly	smoothly	ADV
ajema-8721	76	9	on	on	ADP
ajema-8721	76	10	various	various	ADJ
ajema-8721	76	11	devices	device	NOUN
ajema-8721	76	12	and	and	CCONJ
ajema-8721	76	13	operating	operating	NOUN
ajema-8721	76	14	systems	system	NOUN
ajema-8721	76	15	,	,	PUNCT
ajema-8721	76	16	allowing	allow	VERB
ajema-8721	76	17	everyone	everyone	PRON
ajema-8721	76	18	to	to	PART
ajema-8721	76	19	utilise	utilise	VERB
ajema-8721	76	20	it	it	PRON
ajema-8721	76	21	.	.	PUNCT
ajema-8721	77	1	another	another	DET
ajema-8721	77	2	important	important	ADJ
ajema-8721	77	3	consideration	consideration	NOUN
ajema-8721	77	4	is	be	AUX
ajema-8721	77	5	data	datum	NOUN
ajema-8721	77	6	security	security	NOUN
ajema-8721	77	7	[	[	X
ajema-8721	77	8	56	56	NUM
ajema-8721	77	9	]	]	PUNCT
ajema-8721	77	10	.	.	PUNCT
ajema-8721	78	1	because	because	SCONJ
ajema-8721	78	2	the	the	DET
ajema-8721	78	3	system	system	NOUN
ajema-8721	78	4	stores	store	NOUN
ajema-8721	78	5	user	user	PROPN
ajema-8721	78	6	data	data	PROPN
ajema-8721	78	7	,	,	PUNCT
ajema-8721	78	8	location	location	NOUN
ajema-8721	78	9	information	information	NOUN
ajema-8721	78	10	,	,	PUNCT
ajema-8721	78	11	and	and	CCONJ
ajema-8721	78	12	payment	payment	NOUN
ajema-8721	78	13	information	information	NOUN
ajema-8721	78	14	,	,	PUNCT
ajema-8721	78	15	it	it	PRON
ajema-8721	78	16	needs	need	VERB
ajema-8721	78	17	to	to	PART
ajema-8721	78	18	utilise	utilise	VERB
ajema-8721	78	19	robust	robust	ADJ
ajema-8721	78	20	encryption	encryption	NOUN
ajema-8721	78	21	and	and	CCONJ
ajema-8721	78	22	authentication	authentication	NOUN
ajema-8721	78	23	methods	method	NOUN
ajema-8721	78	24	to	to	PART
ajema-8721	78	25	prevent	prevent	VERB
ajema-8721	78	26	data	data	NOUN
ajema-8721	78	27	breaches	breach	NOUN
ajema-8721	78	28	and	and	CCONJ
ajema-8721	78	29	unauthorised	unauthorised	ADJ
ajema-8721	78	30	access	access	NOUN
ajema-8721	78	31	.	.	PUNCT
ajema-8721	79	1	one	one	NUM
ajema-8721	79	2	of	of	ADP
ajema-8721	79	3	the	the	DET
ajema-8721	79	4	best	good	ADJ
ajema-8721	79	5	features	feature	NOUN
ajema-8721	79	6	of	of	ADP
ajema-8721	79	7	the	the	DET
ajema-8721	79	8	system	system	NOUN
ajema-8721	79	9	is	be	AUX
ajema-8721	79	10	that	that	SCONJ
ajema-8721	79	11	it	it	PRON
ajema-8721	79	12	can	can	AUX
ajema-8721	79	13	be	be	AUX
ajema-8721	79	14	used	use	VERB
ajema-8721	79	15	in	in	ADP
ajema-8721	79	16	a	a	DET
ajema-8721	79	17	variety	variety	NOUN
ajema-8721	79	18	of	of	ADP
ajema-8721	79	19	ways	way	NOUN
ajema-8721	79	20	.	.	PUNCT
ajema-8721	80	1	it	it	PRON
ajema-8721	80	2	can	can	AUX
ajema-8721	80	3	be	be	AUX
ajema-8721	80	4	used	use	VERB
ajema-8721	80	5	in	in	ADP
ajema-8721	80	6	shopping	shopping	NOUN
ajema-8721	80	7	malls	mall	NOUN
ajema-8721	80	8	,	,	PUNCT
ajema-8721	80	9	hospitals	hospital	NOUN
ajema-8721	80	10	,	,	PUNCT
ajema-8721	80	11	office	office	NOUN
ajema-8721	80	12	buildings	building	NOUN
ajema-8721	80	13	,	,	PUNCT
ajema-8721	80	14	airports	airport	NOUN
ajema-8721	80	15	,	,	PUNCT
ajema-8721	80	16	commercial	commercial	ADJ
ajema-8721	80	17	complexes	complex	NOUN
ajema-8721	80	18	,	,	PUNCT
ajema-8721	80	19	and	and	CCONJ
ajema-8721	80	20	on	on	ADP
ajema-8721	80	21	-	-	PUNCT
ajema-8721	80	22	street	street	NOUN
ajema-8721	80	23	parking	parking	NOUN
ajema-8721	80	24	in	in	ADP
ajema-8721	80	25	cities	city	NOUN
ajema-8721	80	26	[	[	X
ajema-8721	80	27	84	84	NUM
ajema-8721	80	28	]	]	PUNCT
ajema-8721	80	29	.	.	PUNCT
ajema-8721	81	1	you	you	PRON
ajema-8721	81	2	can	can	AUX
ajema-8721	81	3	modify	modify	VERB
ajema-8721	81	4	each	each	DET
ajema-8721	81	5	implementation	implementation	NOUN
ajema-8721	81	6	to	to	PART
ajema-8721	81	7	suit	suit	VERB
ajema-8721	81	8	your	your	PRON
ajema-8721	81	9	specific	specific	ADJ
ajema-8721	81	10	needs	need	NOUN
ajema-8721	81	11	.	.	PUNCT
ajema-8721	82	1	for	for	ADP
ajema-8721	82	2	example	example	NOUN
ajema-8721	82	3	,	,	PUNCT
ajema-8721	82	4	an	an	DET
ajema-8721	82	5	airport	airport	NOUN
ajema-8721	82	6	deployment	deployment	NOUN
ajema-8721	82	7	would	would	AUX
ajema-8721	82	8	focus	focus	VERB
ajema-8721	82	9	on	on	ADP
ajema-8721	82	10	long	long	ADJ
ajema-8721	82	11	-	-	PUNCT
ajema-8721	82	12	term	term	NOUN
ajema-8721	82	13	parking	parking	NOUN
ajema-8721	82	14	with	with	ADP
ajema-8721	82	15	the	the	DET
ajema-8721	82	16	opportunity	opportunity	NOUN
ajema-8721	82	17	to	to	PART
ajema-8721	82	18	reserve	reserve	VERB
ajema-8721	82	19	ahead	ahead	ADV
ajema-8721	82	20	of	of	ADP
ajema-8721	82	21	time	time	NOUN
ajema-8721	82	22	.	.	PUNCT
ajema-8721	83	1	in	in	ADP
ajema-8721	83	2	contrast	contrast	NOUN
ajema-8721	83	3	,	,	PUNCT
ajema-8721	83	4	a	a	DET
ajema-8721	83	5	mall	mall	NOUN
ajema-8721	83	6	deployment	deployment	NOUN
ajema-8721	83	7	might	might	AUX
ajema-8721	83	8	focus	focus	VERB
ajema-8721	83	9	on	on	ADP
ajema-8721	83	10	managing	manage	VERB
ajema-8721	83	11	short	short	ADJ
ajema-8721	83	12	-	-	PUNCT
ajema-8721	83	13	term	term	NOUN
ajema-8721	83	14	parking	parking	NOUN
ajema-8721	83	15	and	and	CCONJ
ajema-8721	83	16	rapid	rapid	ADJ
ajema-8721	83	17	turnover	turnover	NOUN
ajema-8721	83	18	.	.	PUNCT
ajema-8721	84	1	in	in	ADP
ajema-8721	84	2	all	all	DET
ajema-8721	84	3	cases	case	NOUN
ajema-8721	84	4	,	,	PUNCT
ajema-8721	84	5	the	the	DET
ajema-8721	84	6	system	system	NOUN
ajema-8721	84	7	's	's	PART
ajema-8721	84	8	modular	modular	ADJ
ajema-8721	84	9	design	design	NOUN
ajema-8721	84	10	enables	enable	VERB
ajema-8721	84	11	the	the	DET
ajema-8721	84	12	addition	addition	NOUN
ajema-8721	84	13	or	or	CCONJ
ajema-8721	84	14	modification	modification	NOUN
ajema-8721	84	15	of	of	ADP
ajema-8721	84	16	functionality	functionality	NOUN
ajema-8721	84	17	without	without	ADP
ajema-8721	84	18	impacting	impact	VERB
ajema-8721	84	19	its	its	PRON
ajema-8721	84	20	current	current	ADJ
ajema-8721	84	21	operation	operation	NOUN
ajema-8721	84	22	[	[	X
ajema-8721	84	23	52	52	NUM
ajema-8721	84	24	]	]	PUNCT
ajema-8721	84	25	.	.	PUNCT
ajema-8721	85	1	there	there	PRON
ajema-8721	85	2	are	be	VERB
ajema-8721	85	3	significant	significant	ADJ
ajema-8721	85	4	economic	economic	ADJ
ajema-8721	85	5	effects	effect	NOUN
ajema-8721	85	6	of	of	ADP
ajema-8721	85	7	implementing	implement	VERB
ajema-8721	85	8	such	such	DET
ajema-8721	85	9	a	a	DET
ajema-8721	85	10	system	system	NOUN
ajema-8721	85	11	.	.	PUNCT
ajema-8721	86	1	by	by	ADP
ajema-8721	86	2	automating	automate	VERB
ajema-8721	86	3	the	the	DET
ajema-8721	86	4	parking	parking	NOUN
ajema-8721	86	5	management	management	NOUN
ajema-8721	86	6	process	process	NOUN
ajema-8721	86	7	,	,	PUNCT
ajema-8721	86	8	costs	cost	NOUN
ajema-8721	86	9	for	for	ADP
ajema-8721	86	10	labour	labour	NOUN
ajema-8721	86	11	,	,	PUNCT
ajema-8721	86	12	tickets	ticket	NOUN
ajema-8721	86	13	,	,	PUNCT
ajema-8721	86	14	and	and	CCONJ
ajema-8721	86	15	manual	manual	ADJ
ajema-8721	86	16	monitoring	monitoring	NOUN
ajema-8721	86	17	decrease	decrease	NOUN
ajema-8721	86	18	.	.	PUNCT
ajema-8721	87	1	additionally	additionally	ADV
ajema-8721	87	2	,	,	PUNCT
ajema-8721	87	3	parking	parking	NOUN
ajema-8721	87	4	operators	operator	NOUN
ajema-8721	87	5	can	can	AUX
ajema-8721	87	6	increase	increase	VERB
ajema-8721	87	7	their	their	PRON
ajema-8721	87	8	revenue	revenue	NOUN
ajema-8721	87	9	by	by	ADP
ajema-8721	87	10	optimising	optimise	VERB
ajema-8721	87	11	the	the	DET
ajema-8721	87	12	use	use	NOUN
ajema-8721	87	13	of	of	ADP
ajema-8721	87	14	their	their	PRON
ajema-8721	87	15	parking	parking	NOUN
ajema-8721	87	16	spaces	space	NOUN
ajema-8721	87	17	.	.	PUNCT
ajema-8721	88	1	the	the	DET
ajema-8721	88	2	system	system	NOUN
ajema-8721	88	3	can	can	AUX
ajema-8721	88	4	provide	provide	VERB
ajema-8721	88	5	cities	city	NOUN
ajema-8721	88	6	with	with	ADP
ajema-8721	88	7	useful	useful	ADJ
ajema-8721	88	8	information	information	NOUN
ajema-8721	88	9	on	on	ADP
ajema-8721	88	10	how	how	SCONJ
ajema-8721	88	11	cars	car	NOUN
ajema-8721	88	12	move	move	VERB
ajema-8721	88	13	and	and	CCONJ
ajema-8721	88	14	how	how	SCONJ
ajema-8721	88	15	much	much	ADJ
ajema-8721	88	16	parking	parking	NOUN
ajema-8721	88	17	is	be	AUX
ajema-8721	88	18	required	require	VERB
ajema-8721	88	19	[	[	PUNCT
ajema-8721	88	20	57	57	NUM
ajema-8721	88	21	]	]	PUNCT
ajema-8721	88	22	.	.	PUNCT
ajema-8721	89	1	this	this	DET
ajema-8721	89	2	information	information	NOUN
ajema-8721	89	3	can	can	AUX
ajema-8721	89	4	be	be	AUX
ajema-8721	89	5	used	use	VERB
ajema-8721	89	6	to	to	PART
ajema-8721	89	7	make	make	VERB
ajema-8721	89	8	upgrades	upgrade	NOUN
ajema-8721	89	9	to	to	ADP
ajema-8721	89	10	the	the	DET
ajema-8721	89	11	infrastructure	infrastructure	NOUN
ajema-8721	89	12	or	or	CCONJ
ajema-8721	89	13	implement	implement	VERB
ajema-8721	89	14	congestion	congestion	NOUN
ajema-8721	89	15	-	-	PUNCT
ajema-8721	89	16	reduction	reduction	NOUN
ajema-8721	89	17	measures	measure	NOUN
ajema-8721	89	18	[	[	X
ajema-8721	89	19	76	76	NUM
ajema-8721	89	20	]	]	PUNCT
ajema-8721	89	21	.	.	PUNCT
ajema-8721	90	1	the	the	DET
ajema-8721	90	2	social	social	ADJ
ajema-8721	90	3	effects	effect	NOUN
ajema-8721	90	4	are	be	AUX
ajema-8721	90	5	just	just	ADV
ajema-8721	90	6	as	as	ADV
ajema-8721	90	7	important	important	ADJ
ajema-8721	90	8	as	as	ADP
ajema-8721	90	9	the	the	DET
ajema-8721	90	10	technological	technological	ADJ
ajema-8721	90	11	and	and	CCONJ
ajema-8721	90	12	economic	economic	ADJ
ajema-8721	90	13	ones	one	NOUN
ajema-8721	90	14	.	.	PUNCT
ajema-8721	91	1	drivers	driver	NOUN
ajema-8721	91	2	are	be	AUX
ajema-8721	91	3	less	less	ADV
ajema-8721	91	4	stressed	stressed	ADJ
ajema-8721	91	5	,	,	PUNCT
ajema-8721	91	6	have	have	AUX
ajema-8721	91	7	shorter	short	ADJ
ajema-8721	91	8	wait	wait	NOUN
ajema-8721	91	9	times	time	NOUN
ajema-8721	91	10	,	,	PUNCT
ajema-8721	91	11	and	and	CCONJ
ajema-8721	91	12	are	be	AUX
ajema-8721	91	13	happier	happy	ADJ
ajema-8721	91	14	with	with	ADP
ajema-8721	91	15	urban	urban	ADJ
ajema-8721	91	16	transit	transit	NOUN
ajema-8721	91	17	services	service	NOUN
ajema-8721	91	18	[	[	X
ajema-8721	91	19	62	62	NUM
ajema-8721	91	20	]	]	PUNCT
ajema-8721	91	21	.	.	PUNCT
ajema-8721	92	1	better	well	ADJ
ajema-8721	92	2	parking	parking	NOUN
ajema-8721	92	3	management	management	NOUN
ajema-8721	92	4	benefits	benefit	VERB
ajema-8721	92	5	local	local	ADJ
ajema-8721	92	6	governments	government	NOUN
ajema-8721	92	7	and	and	CCONJ
ajema-8721	92	8	companies	company	NOUN
ajema-8721	92	9	by	by	ADP
ajema-8721	92	10	enhancing	enhance	VERB
ajema-8721	92	11	traffic	traffic	NOUN
ajema-8721	92	12	flow	flow	NOUN
ajema-8721	92	13	,	,	PUNCT
ajema-8721	92	14	reducing	reduce	VERB
ajema-8721	92	15	congestion	congestion	NOUN
ajema-8721	92	16	,	,	PUNCT
ajema-8721	92	17	and	and	CCONJ
ajema-8721	92	18	enhancing	enhance	VERB
ajema-8721	92	19	their	their	PRON
ajema-8721	92	20	public	public	ADJ
ajema-8721	92	21	image	image	NOUN
ajema-8721	92	22	.	.	PUNCT
ajema-8721	93	1	when	when	SCONJ
ajema-8721	93	2	this	this	DET
ajema-8721	93	3	system	system	NOUN
ajema-8721	93	4	is	be	AUX
ajema-8721	93	5	integrated	integrate	VERB
ajema-8721	93	6	into	into	ADP
ajema-8721	93	7	larger	large	ADJ
ajema-8721	93	8	smart	smart	ADJ
ajema-8721	93	9	city	city	NOUN
ajema-8721	93	10	frameworks	framework	NOUN
ajema-8721	93	11	,	,	PUNCT
ajema-8721	93	12	it	it	PRON
ajema-8721	93	13	can	can	AUX
ajema-8721	93	14	yield	yield	VERB
ajema-8721	93	15	synergistic	synergistic	ADJ
ajema-8721	93	16	benefits	benefit	NOUN
ajema-8721	93	17	that	that	PRON
ajema-8721	93	18	not	not	PART
ajema-8721	93	19	only	only	ADV
ajema-8721	93	20	improve	improve	VERB
ajema-8721	93	21	parking	parking	NOUN
ajema-8721	93	22	but	but	CCONJ
ajema-8721	93	23	also	also	ADV
ajema-8721	93	24	enhance	enhance	VERB
ajema-8721	93	25	public	public	ADJ
ajema-8721	93	26	transport	transport	NOUN
ajema-8721	93	27	coordination	coordination	NOUN
ajema-8721	93	28	,	,	PUNCT
ajema-8721	93	29	road	road	NOUN
ajema-8721	93	30	safety	safety	NOUN
ajema-8721	93	31	,	,	PUNCT
ajema-8721	93	32	and	and	CCONJ
ajema-8721	93	33	overall	overall	ADJ
ajema-8721	93	34	urban	urban	ADJ
ajema-8721	93	35	mobility	mobility	NOUN
ajema-8721	93	36	[	[	X
ajema-8721	93	37	88	88	NUM
ajema-8721	93	38	]	]	PUNCT
ajema-8721	93	39	.	.	PUNCT
ajema-8721	94	1	the	the	DET
ajema-8721	94	2	rapid	rapid	ADJ
ajema-8721	94	3	rise	rise	NOUN
ajema-8721	94	4	in	in	ADP
ajema-8721	94	5	the	the	DET
ajema-8721	94	6	number	number	NOUN
ajema-8721	94	7	of	of	ADP
ajema-8721	94	8	cars	car	NOUN
ajema-8721	94	9	and	and	CCONJ
ajema-8721	94	10	the	the	DET
ajema-8721	94	11	resulting	result	VERB
ajema-8721	94	12	lack	lack	NOUN
ajema-8721	94	13	of	of	ADP
ajema-8721	94	14	parking	parking	NOUN
ajema-8721	94	15	places	place	NOUN
ajema-8721	94	16	is	be	AUX
ajema-8721	94	17	a	a	DET
ajema-8721	94	18	growing	grow	VERB
ajema-8721	94	19	problem	problem	NOUN
ajema-8721	94	20	that	that	PRON
ajema-8721	94	21	requires	require	VERB
ajema-8721	94	22	innovative	innovative	ADJ
ajema-8721	94	23	technical	technical	ADJ
ajema-8721	94	24	solutions	solution	NOUN
ajema-8721	94	25	.	.	PUNCT
ajema-8721	95	1	the	the	DET
ajema-8721	95	2	smart	smart	ADJ
ajema-8721	95	3	car	car	NOUN
ajema-8721	95	4	parking	parking	NOUN
ajema-8721	95	5	management	management	NOUN
ajema-8721	95	6	system	system	NOUN
ajema-8721	95	7	proposed	propose	VERB
ajema-8721	95	8	in	in	ADP
ajema-8721	95	9	this	this	DET
ajema-8721	95	10	paper	paper	NOUN
ajema-8721	95	11	is	be	AUX
ajema-8721	95	12	a	a	DET
ajema-8721	95	13	comprehensive	comprehensive	ADJ
ajema-8721	95	14	solution	solution	NOUN
ajema-8721	95	15	that	that	PRON
ajema-8721	95	16	leverages	leverage	VERB
ajema-8721	95	17	iot	iot	VERB
ajema-8721	95	18	,	,	PUNCT
ajema-8721	95	19	real	real	ADJ
ajema-8721	95	20	-	-	PUNCT
ajema-8721	95	21	time	time	NOUN
ajema-8721	95	22	data	datum	NOUN
ajema-8721	95	23	processing	processing	NOUN
ajema-8721	95	24	,	,	PUNCT
ajema-8721	95	25	and	and	CCONJ
ajema-8721	95	26	mobile	mobile	ADJ
ajema-8721	95	27	app	app	PROPN
ajema-8721	95	28	development	development	NOUN
ajema-8721	95	29	to	to	PART
ajema-8721	95	30	effectively	effectively	ADV
ajema-8721	95	31	address	address	VERB
ajema-8721	95	32	this	this	DET
ajema-8721	95	33	issue	issue	NOUN
ajema-8721	95	34	[	[	X
ajema-8721	95	35	49	49	NUM
ajema-8721	95	36	]	]	PUNCT
ajema-8721	95	37	.	.	PUNCT
ajema-8721	96	1	the	the	DET
ajema-8721	96	2	technology	technology	NOUN
ajema-8721	96	3	makes	make	VERB
ajema-8721	96	4	parking	parking	NOUN
ajema-8721	96	5	easier	easy	ADJ
ajema-8721	96	6	by	by	ADP
ajema-8721	96	7	providing	provide	VERB
ajema-8721	96	8	users	user	NOUN
ajema-8721	96	9	with	with	ADP
ajema-8721	96	10	real	real	ADJ
ajema-8721	96	11	-	-	PUNCT
ajema-8721	96	12	time	time	NOUN
ajema-8721	96	13	updates	update	NOUN
ajema-8721	96	14	on	on	ADP
ajema-8721	96	15	parking	parking	NOUN
ajema-8721	96	16	availability	availability	NOUN
ajema-8721	96	17	,	,	PUNCT
ajema-8721	96	18	the	the	DET
ajema-8721	96	19	ability	ability	NOUN
ajema-8721	96	20	to	to	PART
ajema-8721	96	21	make	make	VERB
ajema-8721	96	22	reservations	reservation	NOUN
ajema-8721	96	23	,	,	PUNCT
ajema-8721	96	24	and	and	CCONJ
ajema-8721	96	25	secure	secure	VERB
ajema-8721	96	26	payment	payment	NOUN
ajema-8721	96	27	options	option	NOUN
ajema-8721	96	28	[	[	X
ajema-8721	96	29	85	85	NUM
ajema-8721	96	30	]	]	PUNCT
ajema-8721	96	31	.	.	PUNCT
ajema-8721	97	1	this	this	PRON
ajema-8721	97	2	reduces	reduce	VERB
ajema-8721	97	3	traffic	traffic	NOUN
ajema-8721	97	4	congestion	congestion	NOUN
ajema-8721	97	5	and	and	CCONJ
ajema-8721	97	6	enhances	enhance	VERB
ajema-8721	97	7	the	the	DET
ajema-8721	97	8	user	user	NOUN
ajema-8721	97	9	experience	experience	NOUN
ajema-8721	97	10	.	.	PUNCT
ajema-8721	98	1	it	it	PRON
ajema-8721	98	2	helps	help	VERB
ajema-8721	98	3	not	not	PART
ajema-8721	98	4	only	only	ADV
ajema-8721	98	5	individual	individual	ADJ
ajema-8721	98	6	drivers	driver	NOUN
ajema-8721	98	7	but	but	CCONJ
ajema-8721	98	8	also	also	ADV
ajema-8721	98	9	the	the	DET
ajema-8721	98	10	city	city	NOUN
ajema-8721	98	11	as	as	ADP
ajema-8721	98	12	a	a	DET
ajema-8721	98	13	whole	whole	NOUN
ajema-8721	98	14	by	by	ADP
ajema-8721	98	15	making	make	VERB
ajema-8721	98	16	it	it	PRON
ajema-8721	98	17	more	more	ADV
ajema-8721	98	18	efficient	efficient	ADJ
ajema-8721	98	19	,	,	PUNCT
ajema-8721	98	20	environmentally	environmentally	ADV
ajema-8721	98	21	friendly	friendly	ADJ
ajema-8721	98	22	,	,	PUNCT
ajema-8721	98	23	and	and	CCONJ
ajema-8721	98	24	economically	economically	ADV
ajema-8721	98	25	viable	viable	ADJ
ajema-8721	98	26	[	[	X
ajema-8721	98	27	65	65	NUM
ajema-8721	98	28	]	]	PUNCT
ajema-8721	98	29	.	.	PUNCT
ajema-8721	99	1	as	as	SCONJ
ajema-8721	99	2	cities	city	NOUN
ajema-8721	99	3	become	become	VERB
ajema-8721	99	4	increasingly	increasingly	ADV
ajema-8721	99	5	smart	smart	ADJ
ajema-8721	99	6	and	and	CCONJ
ajema-8721	99	7	networked	networked	ADJ
ajema-8721	99	8	ecosystems	ecosystem	NOUN
ajema-8721	99	9	,	,	PUNCT
ajema-8721	99	10	technologies	technology	NOUN
ajema-8721	99	11	like	like	ADP
ajema-8721	99	12	these	these	PRON
ajema-8721	99	13	will	will	AUX
ajema-8721	99	14	have	have	VERB
ajema-8721	99	15	a	a	DET
ajema-8721	99	16	growing	grow	VERB
ajema-8721	99	17	impact	impact	NOUN
ajema-8721	99	18	on	on	ADP
ajema-8721	99	19	how	how	SCONJ
ajema-8721	99	20	people	people	NOUN
ajema-8721	99	21	navigate	navigate	VERB
ajema-8721	99	22	cities	city	NOUN
ajema-8721	99	23	in	in	ADP
ajema-8721	99	24	the	the	DET
ajema-8721	99	25	future	future	NOUN
ajema-8721	99	26	[	[	X
ajema-8721	99	27	58	58	NUM
ajema-8721	99	28	]	]	PUNCT
ajema-8721	99	29	.	.	PUNCT
ajema-8721	100	1	as	as	SCONJ
ajema-8721	100	2	technology	technology	NOUN
ajema-8721	100	3	continues	continue	VERB
ajema-8721	100	4	to	to	PART
ajema-8721	100	5	improve	improve	VERB
ajema-8721	100	6	and	and	CCONJ
ajema-8721	100	7	smart	smart	ADJ
ajema-8721	100	8	city	city	NOUN
ajema-8721	100	9	frameworks	framework	NOUN
ajema-8721	100	10	become	become	VERB
ajema-8721	100	11	more	more	ADJ
ajema-8721	100	12	http://www/	http://www/	X
ajema-8721	100	13	142	142	NUM
ajema-8721	100	14	journal	journal	NOUN
ajema-8721	100	15	of	of	ADP
ajema-8721	100	16	engineering	engineering	NOUN
ajema-8721	100	17	,	,	PUNCT
ajema-8721	100	18	mechanics	mechanic	NOUN
ajema-8721	100	19	and	and	CCONJ
ajema-8721	100	20	architecture	architecture	NOUN
ajema-8721	100	21	www	www	NOUN
ajema-8721	100	22	.	.	PUNCT
ajema-8721	101	1	grnjournal.us	grnjournal.us	X
ajema-8721	101	2	common	common	ADJ
ajema-8721	101	3	,	,	PUNCT
ajema-8721	101	4	intelligent	intelligent	ADJ
ajema-8721	101	5	parking	parking	NOUN
ajema-8721	101	6	solutions	solution	NOUN
ajema-8721	101	7	will	will	AUX
ajema-8721	101	8	help	help	VERB
ajema-8721	101	9	make	make	VERB
ajema-8721	101	10	cities	city	NOUN
ajema-8721	101	11	cleaner	clean	ADJ
ajema-8721	101	12	,	,	PUNCT
ajema-8721	101	13	safer	safe	ADJ
ajema-8721	101	14	,	,	PUNCT
ajema-8721	101	15	and	and	CCONJ
ajema-8721	101	16	more	more	ADV
ajema-8721	101	17	efficient	efficient	ADJ
ajema-8721	101	18	,	,	PUNCT
ajema-8721	101	19	which	which	PRON
ajema-8721	101	20	is	be	AUX
ajema-8721	101	21	what	what	PRON
ajema-8721	101	22	modern	modern	ADJ
ajema-8721	101	23	living	living	NOUN
ajema-8721	101	24	needs	need	NOUN
ajema-8721	101	25	.	.	PUNCT
ajema-8721	102	1	methodology	methodology	NOUN
ajema-8721	102	2	we	we	PRON
ajema-8721	102	3	the	the	DET
ajema-8721	102	4	creation	creation	NOUN
ajema-8721	102	5	of	of	ADP
ajema-8721	102	6	the	the	DET
ajema-8721	102	7	vehicle	vehicle	NOUN
ajema-8721	102	8	parking	parking	NOUN
ajema-8721	102	9	availability	availability	NOUN
ajema-8721	102	10	monitoring	monitoring	NOUN
ajema-8721	102	11	and	and	CCONJ
ajema-8721	102	12	efficient	efficient	ADJ
ajema-8721	102	13	management	management	NOUN
ajema-8721	102	14	system	system	NOUN
ajema-8721	102	15	with	with	ADP
ajema-8721	102	16	app	app	PROPN
ajema-8721	102	17	follows	follow	VERB
ajema-8721	102	18	a	a	DET
ajema-8721	102	19	set	set	NOUN
ajema-8721	102	20	plan	plan	NOUN
ajema-8721	102	21	.	.	PUNCT
ajema-8721	103	1	the	the	DET
ajema-8721	103	2	project	project	NOUN
ajema-8721	103	3	begins	begin	VERB
ajema-8721	103	4	with	with	ADP
ajema-8721	103	5	a	a	DET
ajema-8721	103	6	thorough	thorough	ADJ
ajema-8721	103	7	examination	examination	NOUN
ajema-8721	103	8	of	of	ADP
ajema-8721	103	9	the	the	DET
ajema-8721	103	10	requirements	requirement	NOUN
ajema-8721	103	11	to	to	PART
ajema-8721	103	12	determine	determine	VERB
ajema-8721	103	13	what	what	PRON
ajema-8721	103	14	both	both	PRON
ajema-8721	103	15	users	user	NOUN
ajema-8721	103	16	and	and	CCONJ
ajema-8721	103	17	system	system	NOUN
ajema-8721	103	18	components	component	NOUN
ajema-8721	103	19	need	need	VERB
ajema-8721	103	20	.	.	PUNCT
ajema-8721	104	1	next	next	ADV
ajema-8721	104	2	,	,	PUNCT
ajema-8721	104	3	the	the	DET
ajema-8721	104	4	system	system	NOUN
ajema-8721	104	5	architecture	architecture	NOUN
ajema-8721	104	6	is	be	AUX
ajema-8721	104	7	designed	design	VERB
ajema-8721	104	8	[	[	PUNCT
ajema-8721	104	9	93	93	NUM
ajema-8721	104	10	]	]	PUNCT
ajema-8721	104	11	.	.	PUNCT
ajema-8721	105	1	this	this	PRON
ajema-8721	105	2	includes	include	VERB
ajema-8721	105	3	the	the	DET
ajema-8721	105	4	sensor	sensor	NOUN
ajema-8721	105	5	network	network	NOUN
ajema-8721	105	6	for	for	ADP
ajema-8721	105	7	monitoring	monitor	VERB
ajema-8721	105	8	parking	parking	NOUN
ajema-8721	105	9	spaces	space	NOUN
ajema-8721	105	10	,	,	PUNCT
ajema-8721	105	11	the	the	DET
ajema-8721	105	12	backend	backend	NOUN
ajema-8721	105	13	infrastructure	infrastructure	NOUN
ajema-8721	105	14	,	,	PUNCT
ajema-8721	105	15	and	and	CCONJ
ajema-8721	105	16	the	the	DET
ajema-8721	105	17	mobile	mobile	ADJ
ajema-8721	105	18	app	app	NOUN
ajema-8721	105	19	interface	interface	NOUN
ajema-8721	105	20	.	.	PUNCT
ajema-8721	106	1	then	then	ADV
ajema-8721	106	2	,	,	PUNCT
ajema-8721	106	3	iot	iot	NOUN
ajema-8721	106	4	-	-	PUNCT
ajema-8721	106	5	based	base	VERB
ajema-8721	106	6	sensors	sensor	NOUN
ajema-8721	106	7	,	,	PUNCT
ajema-8721	106	8	such	such	ADJ
ajema-8721	106	9	as	as	ADP
ajema-8721	106	10	ultrasonic	ultrasonic	ADJ
ajema-8721	106	11	or	or	CCONJ
ajema-8721	106	12	infrared	infrared	ADJ
ajema-8721	106	13	sensors	sensor	NOUN
ajema-8721	106	14	,	,	PUNCT
ajema-8721	106	15	are	be	AUX
ajema-8721	106	16	installed	instal	VERB
ajema-8721	106	17	in	in	ADP
ajema-8721	106	18	each	each	DET
ajema-8721	106	19	parking	parking	NOUN
ajema-8721	106	20	space	space	NOUN
ajema-8721	106	21	to	to	PART
ajema-8721	106	22	detect	detect	VERB
ajema-8721	106	23	the	the	DET
ajema-8721	106	24	presence	presence	NOUN
ajema-8721	106	25	of	of	ADP
ajema-8721	106	26	a	a	DET
ajema-8721	106	27	car	car	NOUN
ajema-8721	107	1	[	[	X
ajema-8721	107	2	101	101	NUM
ajema-8721	107	3	]	]	PUNCT
ajema-8721	107	4	.	.	PUNCT
ajema-8721	108	1	these	these	DET
ajema-8721	108	2	sensors	sensor	NOUN
ajema-8721	108	3	send	send	VERB
ajema-8721	108	4	real	real	ADJ
ajema-8721	108	5	-	-	PUNCT
ajema-8721	108	6	time	time	NOUN
ajema-8721	108	7	data	datum	NOUN
ajema-8721	108	8	to	to	ADP
ajema-8721	108	9	a	a	DET
ajema-8721	108	10	central	central	ADJ
ajema-8721	108	11	server	server	NOUN
ajema-8721	108	12	over	over	ADP
ajema-8721	108	13	wi	wi	PROPN
ajema-8721	108	14	-	-	PUNCT
ajema-8721	108	15	fi	fi	NOUN
ajema-8721	108	16	or	or	CCONJ
ajema-8721	108	17	another	another	DET
ajema-8721	108	18	compatible	compatible	ADJ
ajema-8721	108	19	communication	communication	NOUN
ajema-8721	108	20	protocol	protocol	NOUN
ajema-8721	108	21	.	.	PUNCT
ajema-8721	109	1	the	the	DET
ajema-8721	109	2	microcontroller	microcontroller	NOUN
ajema-8721	109	3	connects	connect	VERB
ajema-8721	109	4	them	they	PRON
ajema-8721	109	5	[	[	X
ajema-8721	109	6	97	97	NUM
ajema-8721	109	7	]	]	PUNCT
ajema-8721	109	8	.	.	PUNCT
ajema-8721	110	1	at	at	ADP
ajema-8721	110	2	the	the	DET
ajema-8721	110	3	same	same	ADJ
ajema-8721	110	4	time	time	NOUN
ajema-8721	110	5	,	,	PUNCT
ajema-8721	110	6	a	a	DET
ajema-8721	110	7	mobile	mobile	ADJ
ajema-8721	110	8	app	app	NOUN
ajema-8721	110	9	is	be	AUX
ajema-8721	110	10	being	be	AUX
ajema-8721	110	11	developed	develop	VERB
ajema-8721	110	12	that	that	PRON
ajema-8721	110	13	will	will	AUX
ajema-8721	110	14	provide	provide	VERB
ajema-8721	110	15	users	user	NOUN
ajema-8721	110	16	with	with	ADP
ajema-8721	110	17	capabilities	capability	NOUN
ajema-8721	110	18	such	such	ADJ
ajema-8721	110	19	as	as	ADP
ajema-8721	110	20	real	real	ADJ
ajema-8721	110	21	-	-	PUNCT
ajema-8721	110	22	time	time	NOUN
ajema-8721	110	23	slots	slot	NOUN
ajema-8721	110	24	.	.	PUNCT
ajema-8721	111	1	the	the	DET
ajema-8721	111	2	paper	paper	NOUN
ajema-8721	111	3	is	be	AUX
ajema-8721	111	4	structured	structure	VERB
ajema-8721	111	5	methodically	methodically	ADV
ajema-8721	111	6	to	to	PART
ajema-8721	111	7	provide	provide	VERB
ajema-8721	111	8	a	a	DET
ajema-8721	111	9	thorough	thorough	ADJ
ajema-8721	111	10	understanding	understanding	NOUN
ajema-8721	111	11	of	of	ADP
ajema-8721	111	12	the	the	DET
ajema-8721	111	13	vehicle	vehicle	NOUN
ajema-8721	111	14	parking	parking	NOUN
ajema-8721	111	15	availability	availability	NOUN
ajema-8721	111	16	monitoring	monitoring	NOUN
ajema-8721	111	17	and	and	CCONJ
ajema-8721	111	18	efficient	efficient	ADJ
ajema-8721	111	19	management	management	NOUN
ajema-8721	111	20	system	system	NOUN
ajema-8721	111	21	with	with	ADP
ajema-8721	111	22	an	an	DET
ajema-8721	111	23	app	app	NOUN
ajema-8721	111	24	[	[	X
ajema-8721	111	25	99	99	NUM
ajema-8721	111	26	]	]	PUNCT
ajema-8721	111	27	.	.	PUNCT
ajema-8721	112	1	the	the	DET
ajema-8721	112	2	first	first	ADJ
ajema-8721	112	3	chapter	chapter	NOUN
ajema-8721	112	4	talks	talk	NOUN
ajema-8721	112	5	about	about	ADP
ajema-8721	112	6	the	the	DET
ajema-8721	112	7	project	project	NOUN
ajema-8721	112	8	,	,	PUNCT
ajema-8721	112	9	including	include	VERB
ajema-8721	112	10	its	its	PRON
ajema-8721	112	11	background	background	NOUN
ajema-8721	112	12	,	,	PUNCT
ajema-8721	112	13	importance	importance	NOUN
ajema-8721	112	14	,	,	PUNCT
ajema-8721	112	15	issue	issue	NOUN
ajema-8721	112	16	description	description	NOUN
ajema-8721	112	17	,	,	PUNCT
ajema-8721	112	18	goals	goal	NOUN
ajema-8721	112	19	,	,	PUNCT
ajema-8721	112	20	scope	scope	NOUN
ajema-8721	112	21	,	,	PUNCT
ajema-8721	112	22	and	and	CCONJ
ajema-8721	112	23	area	area	NOUN
ajema-8721	112	24	of	of	ADP
ajema-8721	112	25	study	study	NOUN
ajema-8721	112	26	.	.	PUNCT
ajema-8721	113	1	it	it	PRON
ajema-8721	113	2	provides	provide	VERB
ajema-8721	113	3	the	the	DET
ajema-8721	113	4	reader	reader	NOUN
ajema-8721	113	5	with	with	ADP
ajema-8721	113	6	a	a	DET
ajema-8721	113	7	foundation	foundation	NOUN
ajema-8721	113	8	to	to	PART
ajema-8721	113	9	understand	understand	VERB
ajema-8721	113	10	why	why	SCONJ
ajema-8721	113	11	the	the	DET
ajema-8721	113	12	system	system	NOUN
ajema-8721	113	13	was	be	AUX
ajema-8721	113	14	created	create	VERB
ajema-8721	113	15	and	and	CCONJ
ajema-8721	113	16	what	what	PRON
ajema-8721	113	17	its	its	PRON
ajema-8721	113	18	objectives	objective	NOUN
ajema-8721	113	19	are	be	AUX
ajema-8721	113	20	.	.	PUNCT
ajema-8721	114	1	the	the	DET
ajema-8721	114	2	second	second	ADJ
ajema-8721	114	3	chapter	chapter	NOUN
ajema-8721	114	4	provides	provide	VERB
ajema-8721	114	5	a	a	DET
ajema-8721	114	6	comprehensive	comprehensive	ADJ
ajema-8721	114	7	overview	overview	NOUN
ajema-8721	114	8	of	of	ADP
ajema-8721	114	9	the	the	DET
ajema-8721	114	10	literature	literature	NOUN
ajema-8721	114	11	,	,	PUNCT
ajema-8721	114	12	highlighting	highlight	VERB
ajema-8721	114	13	previous	previous	ADJ
ajema-8721	114	14	work	work	NOUN
ajema-8721	114	15	and	and	CCONJ
ajema-8721	114	16	current	current	ADJ
ajema-8721	114	17	technologies	technology	NOUN
ajema-8721	114	18	in	in	ADP
ajema-8721	114	19	the	the	DET
ajema-8721	114	20	field	field	NOUN
ajema-8721	114	21	of	of	ADP
ajema-8721	114	22	smart	smart	ADJ
ajema-8721	114	23	parking	parking	NOUN
ajema-8721	114	24	systems	system	NOUN
ajema-8721	114	25	[	[	X
ajema-8721	114	26	95	95	NUM
ajema-8721	114	27	]	]	PUNCT
ajema-8721	114	28	.	.	PUNCT
ajema-8721	115	1	it	it	PRON
ajema-8721	115	2	examines	examine	VERB
ajema-8721	115	3	the	the	DET
ajema-8721	115	4	pros	pro	NOUN
ajema-8721	115	5	and	and	CCONJ
ajema-8721	115	6	cons	con	NOUN
ajema-8721	115	7	of	of	ADP
ajema-8721	115	8	past	past	ADJ
ajema-8721	115	9	methods	method	NOUN
ajema-8721	115	10	and	and	CCONJ
ajema-8721	115	11	explains	explain	VERB
ajema-8721	115	12	why	why	SCONJ
ajema-8721	115	13	the	the	DET
ajema-8721	115	14	proposed	propose	VERB
ajema-8721	115	15	system	system	NOUN
ajema-8721	115	16	is	be	AUX
ajema-8721	115	17	necessary	necessary	ADJ
ajema-8721	115	18	.	.	PUNCT
ajema-8721	116	1	the	the	DET
ajema-8721	116	2	third	third	ADJ
ajema-8721	116	3	chapter	chapter	NOUN
ajema-8721	116	4	is	be	AUX
ajema-8721	116	5	all	all	ADV
ajema-8721	116	6	about	about	ADP
ajema-8721	116	7	analysing	analyse	VERB
ajema-8721	116	8	and	and	CCONJ
ajema-8721	116	9	designing	design	VERB
ajema-8721	116	10	the	the	DET
ajema-8721	116	11	system	system	NOUN
ajema-8721	116	12	[	[	X
ajema-8721	116	13	100	100	NUM
ajema-8721	116	14	]	]	PUNCT
ajema-8721	116	15	.	.	PUNCT
ajema-8721	117	1	it	it	PRON
ajema-8721	117	2	discusses	discuss	VERB
ajema-8721	117	3	requirement	requirement	NOUN
ajema-8721	117	4	specifications	specification	NOUN
ajema-8721	117	5	,	,	PUNCT
ajema-8721	117	6	system	system	NOUN
ajema-8721	117	7	architecture	architecture	NOUN
ajema-8721	117	8	,	,	PUNCT
ajema-8721	117	9	and	and	CCONJ
ajema-8721	117	10	data	datum	NOUN
ajema-8721	117	11	flow	flow	NOUN
ajema-8721	117	12	diagrams	diagram	NOUN
ajema-8721	117	13	,	,	PUNCT
ajema-8721	117	14	and	and	CCONJ
ajema-8721	117	15	provides	provide	VERB
ajema-8721	117	16	a	a	DET
ajema-8721	117	17	comprehensive	comprehensive	ADJ
ajema-8721	117	18	description	description	NOUN
ajema-8721	117	19	of	of	ADP
ajema-8721	117	20	the	the	DET
ajema-8721	117	21	hardware	hardware	NOUN
ajema-8721	117	22	and	and	CCONJ
ajema-8721	117	23	software	software	NOUN
ajema-8721	117	24	components	component	NOUN
ajema-8721	117	25	used	use	VERB
ajema-8721	117	26	in	in	ADP
ajema-8721	117	27	the	the	DET
ajema-8721	117	28	project	project	NOUN
ajema-8721	117	29	.	.	PUNCT
ajema-8721	118	1	this	this	DET
ajema-8721	118	2	project	project	NOUN
ajema-8721	118	3	aims	aim	VERB
ajema-8721	118	4	to	to	PART
ajema-8721	118	5	design	design	VERB
ajema-8721	118	6	and	and	CCONJ
ajema-8721	118	7	build	build	VERB
ajema-8721	118	8	a	a	DET
ajema-8721	118	9	smart	smart	ADJ
ajema-8721	118	10	parking	parking	NOUN
ajema-8721	118	11	system	system	NOUN
ajema-8721	118	12	that	that	PRON
ajema-8721	118	13	utilises	utilise	VERB
ajema-8721	118	14	iot	iot	NOUN
ajema-8721	118	15	technologies	technology	NOUN
ajema-8721	118	16	and	and	CCONJ
ajema-8721	118	17	a	a	DET
ajema-8721	118	18	mobile	mobile	ADJ
ajema-8721	118	19	app	app	NOUN
ajema-8721	118	20	to	to	PART
ajema-8721	118	21	efficiently	efficiently	ADV
ajema-8721	118	22	monitor	monitor	VERB
ajema-8721	118	23	and	and	CCONJ
ajema-8721	118	24	manage	manage	VERB
ajema-8721	118	25	parking	parking	NOUN
ajema-8721	118	26	spaces	space	NOUN
ajema-8721	118	27	[	[	X
ajema-8721	118	28	98	98	NUM
ajema-8721	118	29	]	]	PUNCT
ajema-8721	118	30	.	.	PUNCT
ajema-8721	119	1	with	with	ADP
ajema-8721	119	2	a	a	DET
ajema-8721	119	3	simple	simple	ADJ
ajema-8721	119	4	app	app	NOUN
ajema-8721	119	5	,	,	PUNCT
ajema-8721	119	6	the	the	DET
ajema-8721	119	7	system	system	NOUN
ajema-8721	119	8	enables	enable	VERB
ajema-8721	119	9	customers	customer	NOUN
ajema-8721	119	10	to	to	PART
ajema-8721	119	11	view	view	VERB
ajema-8721	119	12	real	real	ADJ
ajema-8721	119	13	-	-	PUNCT
ajema-8721	119	14	time	time	NOUN
ajema-8721	119	15	parking	parking	NOUN
ajema-8721	119	16	availability	availability	NOUN
ajema-8721	119	17	,	,	PUNCT
ajema-8721	119	18	book	book	NOUN
ajema-8721	119	19	spots	spot	NOUN
ajema-8721	119	20	in	in	ADP
ajema-8721	119	21	advance	advance	NOUN
ajema-8721	119	22	,	,	PUNCT
ajema-8721	119	23	navigate	navigate	VERB
ajema-8721	119	24	to	to	ADP
ajema-8721	119	25	their	their	PRON
ajema-8721	119	26	designated	designate	VERB
ajema-8721	119	27	parking	parking	NOUN
ajema-8721	119	28	spot	spot	NOUN
ajema-8721	119	29	,	,	PUNCT
ajema-8721	119	30	and	and	CCONJ
ajema-8721	119	31	make	make	VERB
ajema-8721	119	32	digital	digital	ADJ
ajema-8721	119	33	payments[92	payments[92	NOUN
ajema-8721	119	34	]	]	X
ajema-8721	119	35	.	.	PUNCT
ajema-8721	120	1	this	this	DET
ajema-8721	120	2	method	method	NOUN
ajema-8721	120	3	reduces	reduce	VERB
ajema-8721	120	4	the	the	DET
ajema-8721	120	5	time	time	NOUN
ajema-8721	120	6	it	it	PRON
ajema-8721	120	7	takes	take	VERB
ajema-8721	120	8	to	to	PART
ajema-8721	120	9	find	find	VERB
ajema-8721	120	10	a	a	DET
ajema-8721	120	11	parking	parking	NOUN
ajema-8721	120	12	spot	spot	NOUN
ajema-8721	120	13	,	,	PUNCT
ajema-8721	120	14	eases	ease	VERB
ajema-8721	120	15	traffic	traffic	NOUN
ajema-8721	120	16	congestion	congestion	NOUN
ajema-8721	120	17	,	,	PUNCT
ajema-8721	120	18	and	and	CCONJ
ajema-8721	120	19	makes	make	VERB
ajema-8721	120	20	getting	get	VERB
ajema-8721	120	21	around	around	ADP
ajema-8721	120	22	the	the	DET
ajema-8721	120	23	city	city	NOUN
ajema-8721	120	24	easier	easy	ADJ
ajema-8721	120	25	overall	overall	ADV
ajema-8721	120	26	.	.	PUNCT
ajema-8721	121	1	the	the	DET
ajema-8721	121	2	chapter	chapter	NOUN
ajema-8721	121	3	also	also	ADV
ajema-8721	121	4	includes	include	VERB
ajema-8721	121	5	a	a	DET
ajema-8721	121	6	problem	problem	NOUN
ajema-8721	121	7	statement	statement	NOUN
ajema-8721	121	8	,	,	PUNCT
ajema-8721	121	9	which	which	PRON
ajema-8721	121	10	addresses	address	VERB
ajema-8721	121	11	the	the	DET
ajema-8721	121	12	primary	primary	ADJ
ajema-8721	121	13	issues	issue	NOUN
ajema-8721	121	14	with	with	ADP
ajema-8721	121	15	parking	parking	NOUN
ajema-8721	121	16	inefficiencies	inefficiency	NOUN
ajema-8721	121	17	and	and	CCONJ
ajema-8721	121	18	the	the	DET
ajema-8721	121	19	absence	absence	NOUN
ajema-8721	121	20	of	of	ADP
ajema-8721	121	21	real	real	ADJ
ajema-8721	121	22	-	-	PUNCT
ajema-8721	121	23	time	time	NOUN
ajema-8721	121	24	monitoring	monitoring	NOUN
ajema-8721	121	25	[	[	X
ajema-8721	121	26	96	96	NUM
ajema-8721	121	27	]	]	PUNCT
ajema-8721	121	28	.	.	PUNCT
ajema-8721	122	1	the	the	DET
ajema-8721	122	2	project	project	NOUN
ajema-8721	122	3	's	's	PART
ajema-8721	122	4	goals	goal	NOUN
ajema-8721	122	5	are	be	AUX
ajema-8721	122	6	outlined	outline	VERB
ajema-8721	122	7	,	,	PUNCT
ajema-8721	122	8	with	with	ADP
ajema-8721	122	9	a	a	DET
ajema-8721	122	10	focus	focus	NOUN
ajema-8721	122	11	on	on	ADP
ajema-8721	122	12	delivering	deliver	VERB
ajema-8721	122	13	a	a	DET
ajema-8721	122	14	solution	solution	NOUN
ajema-8721	122	15	that	that	PRON
ajema-8721	122	16	is	be	AUX
ajema-8721	122	17	reliable	reliable	ADJ
ajema-8721	122	18	,	,	PUNCT
ajema-8721	122	19	scalable	scalable	ADJ
ajema-8721	122	20	,	,	PUNCT
ajema-8721	122	21	and	and	CCONJ
ajema-8721	122	22	user	user	NOUN
ajema-8721	122	23	-	-	PUNCT
ajema-8721	122	24	friendly	friendly	ADJ
ajema-8721	122	25	.	.	PUNCT
ajema-8721	123	1	we	we	PRON
ajema-8721	123	2	discuss	discuss	VERB
ajema-8721	123	3	the	the	DET
ajema-8721	123	4	project	project	NOUN
ajema-8721	123	5	's	's	PART
ajema-8721	123	6	scope	scope	NOUN
ajema-8721	123	7	to	to	PART
ajema-8721	123	8	establish	establish	VERB
ajema-8721	123	9	limits	limit	NOUN
ajema-8721	123	10	and	and	CCONJ
ajema-8721	123	11	regions	region	NOUN
ajema-8721	123	12	where	where	SCONJ
ajema-8721	123	13	it	it	PRON
ajema-8721	123	14	can	can	AUX
ajema-8721	123	15	be	be	AUX
ajema-8721	123	16	applied	apply	VERB
ajema-8721	123	17	,	,	PUNCT
ajema-8721	123	18	such	such	ADJ
ajema-8721	123	19	as	as	ADP
ajema-8721	123	20	shopping	shopping	NOUN
ajema-8721	123	21	malls	mall	NOUN
ajema-8721	123	22	,	,	PUNCT
ajema-8721	123	23	office	office	NOUN
ajema-8721	123	24	buildings	building	NOUN
ajema-8721	123	25	,	,	PUNCT
ajema-8721	123	26	and	and	CCONJ
ajema-8721	123	27	public	public	ADJ
ajema-8721	123	28	parking	parking	NOUN
ajema-8721	123	29	lots	lot	NOUN
ajema-8721	123	30	[	[	X
ajema-8721	123	31	94	94	NUM
ajema-8721	123	32	]	]	PUNCT
ajema-8721	123	33	.	.	PUNCT
ajema-8721	124	1	the	the	DET
ajema-8721	124	2	project	project	NOUN
ajema-8721	124	3	's	's	PART
ajema-8721	124	4	domain	domain	NOUN
ajema-8721	124	5	is	be	AUX
ajema-8721	124	6	also	also	ADV
ajema-8721	124	7	specified	specify	VERB
ajema-8721	124	8	,	,	PUNCT
ajema-8721	124	9	highlighting	highlight	VERB
ajema-8721	124	10	its	its	PRON
ajema-8721	124	11	importance	importance	NOUN
ajema-8721	124	12	in	in	ADP
ajema-8721	124	13	smart	smart	ADJ
ajema-8721	124	14	transportation	transportation	NOUN
ajema-8721	124	15	,	,	PUNCT
ajema-8721	124	16	the	the	DET
ajema-8721	124	17	internet	internet	NOUN
ajema-8721	124	18	of	of	ADP
ajema-8721	124	19	things	thing	NOUN
ajema-8721	124	20	(	(	PUNCT
ajema-8721	124	21	iot	iot	NOUN
ajema-8721	124	22	)	)	PUNCT
ajema-8721	124	23	,	,	PUNCT
ajema-8721	124	24	and	and	CCONJ
ajema-8721	124	25	the	the	DET
ajema-8721	124	26	creation	creation	NOUN
ajema-8721	124	27	of	of	ADP
ajema-8721	124	28	mobile	mobile	ADJ
ajema-8721	124	29	applications	application	NOUN
ajema-8721	124	30	.	.	PUNCT
ajema-8721	125	1	literature	literature	NOUN
ajema-8721	125	2	review	review	VERB
ajema-8721	125	3	this	this	DET
ajema-8721	125	4	research	research	NOUN
ajema-8721	125	5	introduces	introduce	VERB
ajema-8721	125	6	an	an	DET
ajema-8721	125	7	iot	iot	NOUN
ajema-8721	125	8	-	-	PUNCT
ajema-8721	125	9	enabled	enable	VERB
ajema-8721	125	10	smart	smart	ADJ
ajema-8721	125	11	parking	parking	NOUN
ajema-8721	125	12	framework	framework	NOUN
ajema-8721	125	13	designed	design	VERB
ajema-8721	125	14	to	to	PART
ajema-8721	125	15	optimise	optimise	VERB
ajema-8721	125	16	the	the	DET
ajema-8721	125	17	management	management	NOUN
ajema-8721	125	18	of	of	ADP
ajema-8721	125	19	urban	urban	ADJ
ajema-8721	125	20	parking	parking	NOUN
ajema-8721	125	21	facilities	facility	NOUN
ajema-8721	125	22	.	.	PUNCT
ajema-8721	126	1	the	the	DET
ajema-8721	126	2	system	system	NOUN
ajema-8721	126	3	utilises	utilise	VERB
ajema-8721	126	4	a	a	DET
ajema-8721	126	5	network	network	NOUN
ajema-8721	126	6	of	of	ADP
ajema-8721	126	7	sensors	sensor	NOUN
ajema-8721	126	8	that	that	PRON
ajema-8721	126	9	are	be	AUX
ajema-8721	126	10	interconnected	interconnect	VERB
ajema-8721	126	11	to	to	PART
ajema-8721	126	12	detect	detect	VERB
ajema-8721	126	13	the	the	DET
ajema-8721	126	14	presence	presence	NOUN
ajema-8721	126	15	of	of	ADP
ajema-8721	126	16	a	a	DET
ajema-8721	126	17	vehicle	vehicle	NOUN
ajema-8721	126	18	in	in	ADP
ajema-8721	126	19	real	real	ADJ
ajema-8721	126	20	-	-	PUNCT
ajema-8721	126	21	time	time	NOUN
ajema-8721	126	22	and	and	CCONJ
ajema-8721	126	23	transmit	transmit	VERB
ajema-8721	126	24	that	that	DET
ajema-8721	126	25	information	information	NOUN
ajema-8721	126	26	to	to	ADP
ajema-8721	126	27	a	a	DET
ajema-8721	126	28	central	central	ADJ
ajema-8721	126	29	platform	platform	NOUN
ajema-8721	126	30	.	.	PUNCT
ajema-8721	127	1	the	the	DET
ajema-8721	127	2	system	system	NOUN
ajema-8721	127	3	can	can	AUX
ajema-8721	127	4	identify	identify	VERB
ajema-8721	127	5	empty	empty	ADJ
ajema-8721	127	6	spaces	space	NOUN
ajema-8721	127	7	,	,	PUNCT
ajema-8721	127	8	reduce	reduce	VERB
ajema-8721	127	9	the	the	DET
ajema-8721	127	10	time	time	NOUN
ajema-8721	127	11	drivers	driver	NOUN
ajema-8721	127	12	spend	spend	VERB
ajema-8721	127	13	searching	search	VERB
ajema-8721	127	14	for	for	ADP
ajema-8721	127	15	parking	parking	NOUN
ajema-8721	127	16	,	,	PUNCT
ajema-8721	127	17	and	and	CCONJ
ajema-8721	127	18	maximise	maximise	NOUN
ajema-8721	127	19	space	space	NOUN
ajema-8721	127	20	utilisation	utilisation	NOUN
ajema-8721	127	21	by	by	ADP
ajema-8721	127	22	continuously	continuously	ADV
ajema-8721	127	23	monitoring	monitor	VERB
ajema-8721	127	24	the	the	DET
ajema-8721	127	25	situation	situation	NOUN
ajema-8721	127	26	[	[	X
ajema-8721	127	27	9	9	NUM
ajema-8721	127	28	]	]	PUNCT
ajema-8721	127	29	.	.	PUNCT
ajema-8721	128	1	the	the	DET
ajema-8721	128	2	authors	author	NOUN
ajema-8721	128	3	emphasise	emphasise	VERB
ajema-8721	128	4	that	that	DET
ajema-8721	128	5	responsiveness	responsiveness	NOUN
ajema-8721	128	6	,	,	PUNCT
ajema-8721	128	7	reliability	reliability	NOUN
ajema-8721	128	8	,	,	PUNCT
ajema-8721	128	9	and	and	CCONJ
ajema-8721	128	10	scalability	scalability	NOUN
ajema-8721	128	11	in	in	ADP
ajema-8721	128	12	real	real	ADJ
ajema-8721	128	13	-	-	PUNCT
ajema-8721	128	14	time	time	NOUN
ajema-8721	128	15	are	be	AUX
ajema-8721	128	16	crucial	crucial	ADJ
ajema-8721	128	17	design	design	NOUN
ajema-8721	128	18	elements	element	NOUN
ajema-8721	128	19	.	.	PUNCT
ajema-8721	129	1	the	the	DET
ajema-8721	129	2	system	system	NOUN
ajema-8721	129	3	architecture	architecture	NOUN
ajema-8721	129	4	has	have	VERB
ajema-8721	129	5	sensors	sensor	NOUN
ajema-8721	129	6	,	,	PUNCT
ajema-8721	129	7	gateways	gateway	NOUN
ajema-8721	129	8	,	,	PUNCT
ajema-8721	129	9	and	and	CCONJ
ajema-8721	129	10	a	a	DET
ajema-8721	129	11	cloud	cloud	ADJ
ajema-8721	129	12	server	server	NOUN
ajema-8721	129	13	that	that	SCONJ
ajema-8721	129	14	stores	store	NOUN
ajema-8721	129	15	and	and	CCONJ
ajema-8721	129	16	processes	process	VERB
ajema-8721	129	17	data	datum	NOUN
ajema-8721	129	18	.	.	PUNCT
ajema-8721	130	1	users	user	NOUN
ajema-8721	130	2	can	can	AUX
ajema-8721	130	3	access	access	VERB
ajema-8721	130	4	real	real	ADJ
ajema-8721	130	5	-	-	PUNCT
ajema-8721	130	6	time	time	NOUN
ajema-8721	130	7	parking	parking	NOUN
ajema-8721	130	8	information	information	NOUN
ajema-8721	130	9	,	,	PUNCT
ajema-8721	130	10	book	book	NOUN
ajema-8721	130	11	spots	spot	NOUN
ajema-8721	130	12	,	,	PUNCT
ajema-8721	130	13	and	and	CCONJ
ajema-8721	130	14	receive	receive	VERB
ajema-8721	130	15	assistance	assistance	NOUN
ajema-8721	130	16	with	with	ADP
ajema-8721	130	17	directions	direction	NOUN
ajema-8721	130	18	through	through	ADP
ajema-8721	130	19	a	a	DET
ajema-8721	130	20	smartphone	smartphone	ADJ
ajema-8721	130	21	app	app	NOUN
ajema-8721	130	22	.	.	PUNCT
ajema-8721	131	1	the	the	DET
ajema-8721	131	2	proposed	propose	VERB
ajema-8721	131	3	method	method	NOUN
ajema-8721	131	4	utilises	utilise	VERB
ajema-8721	131	5	iot	iot	ADJ
ajema-8721	131	6	infrastructure	infrastructure	NOUN
ajema-8721	131	7	to	to	PART
ajema-8721	131	8	reduce	reduce	VERB
ajema-8721	131	9	traffic	traffic	NOUN
ajema-8721	131	10	,	,	PUNCT
ajema-8721	131	11	fuel	fuel	NOUN
ajema-8721	131	12	consumption	consumption	NOUN
ajema-8721	131	13	,	,	PUNCT
ajema-8721	131	14	and	and	CCONJ
ajema-8721	131	15	pollution	pollution	NOUN
ajema-8721	131	16	,	,	PUNCT
ajema-8721	131	17	while	while	SCONJ
ajema-8721	131	18	also	also	ADV
ajema-8721	131	19	enhancing	enhance	VERB
ajema-8721	131	20	the	the	DET
ajema-8721	131	21	user	user	NOUN
ajema-8721	131	22	experience	experience	NOUN
ajema-8721	131	23	and	and	CCONJ
ajema-8721	131	24	operational	operational	ADJ
ajema-8721	131	25	efficiency	efficiency	NOUN
ajema-8721	131	26	[	[	X
ajema-8721	131	27	34	34	NUM
ajema-8721	131	28	]	]	PUNCT
ajema-8721	131	29	.	.	PUNCT
ajema-8721	132	1	the	the	DET
ajema-8721	132	2	paper	paper	NOUN
ajema-8721	132	3	shows	show	VERB
ajema-8721	132	4	how	how	SCONJ
ajema-8721	132	5	iot	iot	PROPN
ajema-8721	132	6	could	could	AUX
ajema-8721	132	7	change	change	VERB
ajema-8721	132	8	static	static	ADJ
ajema-8721	132	9	parking	parking	NOUN
ajema-8721	132	10	systems	system	NOUN
ajema-8721	132	11	into	into	ADP
ajema-8721	132	12	smart	smart	ADJ
ajema-8721	132	13	,	,	PUNCT
ajema-8721	132	14	adaptable	adaptable	ADJ
ajema-8721	132	15	,	,	PUNCT
ajema-8721	132	16	and	and	CCONJ
ajema-8721	132	17	environmentally	environmentally	ADV
ajema-8721	132	18	friendly	friendly	ADJ
ajema-8721	132	19	solutions	solution	NOUN
ajema-8721	132	20	for	for	ADP
ajema-8721	132	21	cities	city	NOUN
ajema-8721	132	22	.	.	PUNCT
ajema-8721	133	1	this	this	DET
ajema-8721	133	2	work	work	NOUN
ajema-8721	133	3	concentrates	concentrate	VERB
ajema-8721	133	4	on	on	ADP
ajema-8721	133	5	the	the	DET
ajema-8721	133	6	utilisation	utilisation	NOUN
ajema-8721	133	7	of	of	ADP
ajema-8721	133	8	deep	deep	ADJ
ajema-8721	133	9	learning	learning	NOUN
ajema-8721	133	10	models	model	NOUN
ajema-8721	133	11	to	to	PART
ajema-8721	133	12	forecast	forecast	VERB
ajema-8721	133	13	real	real	ADJ
ajema-8721	133	14	-	-	PUNCT
ajema-8721	133	15	time	time	NOUN
ajema-8721	133	16	parking	parking	NOUN
ajema-8721	133	17	availability	availability	NOUN
ajema-8721	133	18	and	and	CCONJ
ajema-8721	133	19	mitigate	mitigate	VERB
ajema-8721	133	20	traffic	traffic	NOUN
ajema-8721	133	21	congestion	congestion	NOUN
ajema-8721	133	22	in	in	ADP
ajema-8721	133	23	metropolitan	metropolitan	ADJ
ajema-8721	133	24	environments	environment	NOUN
ajema-8721	133	25	[	[	X
ajema-8721	133	26	35	35	NUM
ajema-8721	133	27	]	]	PUNCT
ajema-8721	133	28	.	.	PUNCT
ajema-8721	134	1	the	the	DET
ajema-8721	134	2	suggested	suggest	VERB
ajema-8721	134	3	solution	solution	NOUN
ajema-8721	134	4	combines	combine	VERB
ajema-8721	134	5	advanced	advanced	ADJ
ajema-8721	134	6	neural	neural	ADJ
ajema-8721	134	7	network	network	NOUN
ajema-8721	134	8	architectures	architecture	NOUN
ajema-8721	134	9	to	to	PART
ajema-8721	134	10	analyse	analyse	VERB
ajema-8721	134	11	traffic	traffic	NOUN
ajema-8721	134	12	patterns	pattern	NOUN
ajema-8721	134	13	,	,	PUNCT
ajema-8721	134	14	sensor	sensor	NOUN
ajema-8721	134	15	data	datum	NOUN
ajema-8721	134	16	,	,	PUNCT
ajema-8721	134	17	http://www/	http://www/	X
ajema-8721	134	18	143	143	PROPN
ajema-8721	134	19	journal	journal	NOUN
ajema-8721	134	20	of	of	ADP
ajema-8721	134	21	engineering	engineering	NOUN
ajema-8721	134	22	,	,	PUNCT
ajema-8721	134	23	mechanics	mechanic	NOUN
ajema-8721	134	24	and	and	CCONJ
ajema-8721	134	25	architecture	architecture	NOUN
ajema-8721	134	26	www	www	NOUN
ajema-8721	134	27	.	.	PUNCT
ajema-8721	135	1	grnjournal.us	grnjournal.us	X
ajema-8721	135	2	and	and	CCONJ
ajema-8721	135	3	historical	historical	ADJ
ajema-8721	135	4	occupancy	occupancy	NOUN
ajema-8721	135	5	trends	trend	NOUN
ajema-8721	135	6	to	to	PART
ajema-8721	135	7	predict	predict	VERB
ajema-8721	135	8	parking	parking	NOUN
ajema-8721	135	9	demand	demand	NOUN
ajema-8721	135	10	.	.	PUNCT
ajema-8721	136	1	the	the	DET
ajema-8721	136	2	framework	framework	NOUN
ajema-8721	136	3	combines	combine	VERB
ajema-8721	136	4	computer	computer	NOUN
ajema-8721	136	5	vision	vision	NOUN
ajema-8721	136	6	methods	method	NOUN
ajema-8721	136	7	and	and	CCONJ
ajema-8721	136	8	time	time	NOUN
ajema-8721	136	9	-	-	PUNCT
ajema-8721	136	10	series	series	NOUN
ajema-8721	136	11	prediction	prediction	NOUN
ajema-8721	136	12	models	model	NOUN
ajema-8721	136	13	to	to	PART
ajema-8721	136	14	make	make	VERB
ajema-8721	136	15	predictions	prediction	NOUN
ajema-8721	136	16	more	more	ADV
ajema-8721	136	17	accurate	accurate	ADJ
ajema-8721	136	18	in	in	ADP
ajema-8721	136	19	changing	change	VERB
ajema-8721	136	20	situations	situation	NOUN
ajema-8721	136	21	[	[	X
ajema-8721	136	22	21	21	NUM
ajema-8721	136	23	]	]	PUNCT
ajema-8721	136	24	.	.	PUNCT
ajema-8721	137	1	by	by	ADP
ajema-8721	137	2	combining	combine	VERB
ajema-8721	137	3	these	these	DET
ajema-8721	137	4	predictive	predictive	ADJ
ajema-8721	137	5	analytics	analytic	NOUN
ajema-8721	137	6	with	with	ADP
ajema-8721	137	7	mobile	mobile	ADJ
ajema-8721	137	8	communication	communication	NOUN
ajema-8721	137	9	platforms	platform	NOUN
ajema-8721	137	10	,	,	PUNCT
ajema-8721	137	11	drivers	driver	NOUN
ajema-8721	137	12	can	can	AUX
ajema-8721	137	13	receive	receive	VERB
ajema-8721	137	14	real	real	ADJ
ajema-8721	137	15	-	-	PUNCT
ajema-8721	137	16	time	time	NOUN
ajema-8721	137	17	alerts	alert	NOUN
ajema-8721	137	18	on	on	ADP
ajema-8721	137	19	when	when	SCONJ
ajema-8721	137	20	parking	parking	NOUN
ajema-8721	137	21	spaces	space	NOUN
ajema-8721	137	22	are	be	AUX
ajema-8721	137	23	expected	expect	VERB
ajema-8721	137	24	to	to	PART
ajema-8721	137	25	become	become	VERB
ajema-8721	137	26	available	available	ADJ
ajema-8721	137	27	,	,	PUNCT
ajema-8721	137	28	which	which	PRON
ajema-8721	137	29	reduces	reduce	VERB
ajema-8721	137	30	unnecessary	unnecessary	ADJ
ajema-8721	137	31	car	car	NOUN
ajema-8721	137	32	movement	movement	NOUN
ajema-8721	137	33	.	.	PUNCT
ajema-8721	138	1	the	the	DET
ajema-8721	138	2	authors	author	NOUN
ajema-8721	138	3	emphasise	emphasise	VERB
ajema-8721	138	4	that	that	SCONJ
ajema-8721	138	5	forecasting	forecast	VERB
ajema-8721	138	6	traffic	traffic	NOUN
ajema-8721	138	7	flow	flow	NOUN
ajema-8721	138	8	and	and	CCONJ
ajema-8721	138	9	urban	urban	ADJ
ajema-8721	138	10	mobility	mobility	NOUN
ajema-8721	138	11	efficiency	efficiency	NOUN
ajema-8721	138	12	is	be	AUX
ajema-8721	138	13	more	more	ADV
ajema-8721	138	14	important	important	ADJ
ajema-8721	138	15	than	than	ADP
ajema-8721	138	16	merely	merely	ADV
ajema-8721	138	17	observing	observe	VERB
ajema-8721	138	18	them	they	PRON
ajema-8721	138	19	[	[	X
ajema-8721	138	20	45	45	NUM
ajema-8721	138	21	]	]	PUNCT
ajema-8721	138	22	.	.	PUNCT
ajema-8721	139	1	the	the	DET
ajema-8721	139	2	method	method	NOUN
ajema-8721	139	3	also	also	ADV
ajema-8721	139	4	helps	help	VERB
ajema-8721	139	5	reduce	reduce	VERB
ajema-8721	139	6	fuel	fuel	NOUN
ajema-8721	139	7	consumption	consumption	NOUN
ajema-8721	139	8	and	and	CCONJ
ajema-8721	139	9	environmental	environmental	ADJ
ajema-8721	139	10	harm	harm	NOUN
ajema-8721	139	11	.	.	PUNCT
ajema-8721	140	1	the	the	DET
ajema-8721	140	2	study	study	NOUN
ajema-8721	140	3	demonstrates	demonstrate	VERB
ajema-8721	140	4	how	how	SCONJ
ajema-8721	140	5	deep	deep	ADJ
ajema-8721	140	6	learning	learning	NOUN
ajema-8721	140	7	facilitates	facilitate	VERB
ajema-8721	140	8	proactive	proactive	ADJ
ajema-8721	140	9	parking	parking	NOUN
ajema-8721	140	10	management	management	NOUN
ajema-8721	140	11	,	,	PUNCT
ajema-8721	140	12	converting	convert	VERB
ajema-8721	140	13	reactive	reactive	ADJ
ajema-8721	140	14	parking	parking	NOUN
ajema-8721	140	15	searches	search	NOUN
ajema-8721	140	16	into	into	ADP
ajema-8721	140	17	strategically	strategically	ADV
ajema-8721	140	18	planned	plan	VERB
ajema-8721	140	19	and	and	CCONJ
ajema-8721	140	20	optimised	optimise	VERB
ajema-8721	140	21	operations	operation	NOUN
ajema-8721	140	22	that	that	PRON
ajema-8721	140	23	align	align	VERB
ajema-8721	140	24	with	with	ADP
ajema-8721	140	25	the	the	DET
ajema-8721	140	26	objectives	objective	NOUN
ajema-8721	140	27	of	of	ADP
ajema-8721	140	28	smart	smart	ADJ
ajema-8721	140	29	city	city	NOUN
ajema-8721	140	30	infrastructure	infrastructure	NOUN
ajema-8721	140	31	.	.	PUNCT
ajema-8721	141	1	this	this	DET
ajema-8721	141	2	study	study	NOUN
ajema-8721	141	3	investigates	investigate	VERB
ajema-8721	141	4	the	the	DET
ajema-8721	141	5	creation	creation	NOUN
ajema-8721	141	6	of	of	ADP
ajema-8721	141	7	an	an	DET
ajema-8721	141	8	intelligent	intelligent	ADJ
ajema-8721	141	9	parking	parking	NOUN
ajema-8721	141	10	management	management	NOUN
ajema-8721	141	11	system	system	NOUN
ajema-8721	141	12	utilising	utilise	VERB
ajema-8721	141	13	wireless	wireless	ADJ
ajema-8721	141	14	sensor	sensor	NOUN
ajema-8721	141	15	networks	network	NOUN
ajema-8721	141	16	[	[	X
ajema-8721	141	17	25	25	NUM
ajema-8721	141	18	]	]	PUNCT
ajema-8721	141	19	.	.	PUNCT
ajema-8721	142	1	the	the	DET
ajema-8721	142	2	technology	technology	NOUN
ajema-8721	142	3	utilises	utilise	VERB
ajema-8721	142	4	sensors	sensor	NOUN
ajema-8721	142	5	spread	spread	VERB
ajema-8721	142	6	across	across	ADP
ajema-8721	142	7	parking	parking	NOUN
ajema-8721	142	8	lots	lot	NOUN
ajema-8721	142	9	to	to	PART
ajema-8721	142	10	monitor	monitor	VERB
ajema-8721	142	11	the	the	DET
ajema-8721	142	12	number	number	NOUN
ajema-8721	142	13	of	of	ADP
ajema-8721	142	14	cars	car	NOUN
ajema-8721	142	15	parked	park	VERB
ajema-8721	142	16	and	and	CCONJ
ajema-8721	142	17	transmit	transmit	VERB
ajema-8721	142	18	the	the	DET
ajema-8721	142	19	information	information	NOUN
ajema-8721	142	20	wirelessly	wirelessly	ADV
ajema-8721	142	21	to	to	ADP
ajema-8721	142	22	a	a	DET
ajema-8721	142	23	central	central	ADJ
ajema-8721	142	24	control	control	NOUN
ajema-8721	142	25	unit	unit	NOUN
ajema-8721	142	26	.	.	PUNCT
ajema-8721	143	1	the	the	DET
ajema-8721	143	2	communication	communication	NOUN
ajema-8721	143	3	between	between	ADP
ajema-8721	143	4	sensors	sensor	NOUN
ajema-8721	143	5	and	and	CCONJ
ajema-8721	143	6	computers	computer	NOUN
ajema-8721	143	7	enables	enable	VERB
ajema-8721	143	8	real	real	ADJ
ajema-8721	143	9	-	-	PUNCT
ajema-8721	143	10	time	time	NOUN
ajema-8721	143	11	tracking	tracking	NOUN
ajema-8721	143	12	of	of	ADP
ajema-8721	143	13	accessible	accessible	ADJ
ajema-8721	143	14	spaces	space	NOUN
ajema-8721	143	15	,	,	PUNCT
ajema-8721	143	16	which	which	PRON
ajema-8721	143	17	users	user	NOUN
ajema-8721	143	18	can	can	AUX
ajema-8721	143	19	access	access	VERB
ajema-8721	143	20	through	through	ADP
ajema-8721	143	21	a	a	DET
ajema-8721	143	22	digital	digital	ADJ
ajema-8721	143	23	interface	interface	NOUN
ajema-8721	143	24	.	.	PUNCT
ajema-8721	144	1	the	the	DET
ajema-8721	144	2	study	study	NOUN
ajema-8721	144	3	's	's	PART
ajema-8721	144	4	primary	primary	ADJ
ajema-8721	144	5	objectives	objective	NOUN
ajema-8721	144	6	are	be	AUX
ajema-8721	144	7	to	to	PART
ajema-8721	144	8	enhance	enhance	VERB
ajema-8721	144	9	monitoring	monitoring	NOUN
ajema-8721	144	10	accuracy	accuracy	NOUN
ajema-8721	144	11	,	,	PUNCT
ajema-8721	144	12	reduce	reduce	VERB
ajema-8721	144	13	communication	communication	NOUN
ajema-8721	144	14	delays	delay	NOUN
ajema-8721	144	15	,	,	PUNCT
ajema-8721	144	16	and	and	CCONJ
ajema-8721	144	17	ensure	ensure	VERB
ajema-8721	144	18	the	the	DET
ajema-8721	144	19	system	system	NOUN
ajema-8721	144	20	's	's	PART
ajema-8721	144	21	scalability	scalability	NOUN
ajema-8721	144	22	[	[	X
ajema-8721	144	23	36	36	NUM
ajema-8721	144	24	]	]	PUNCT
ajema-8721	144	25	.	.	PUNCT
ajema-8721	145	1	the	the	DET
ajema-8721	145	2	proposed	propose	VERB
ajema-8721	145	3	architecture	architecture	NOUN
ajema-8721	145	4	is	be	AUX
ajema-8721	145	5	well	well	ADV
ajema-8721	145	6	-	-	PUNCT
ajema-8721	145	7	suited	suit	VERB
ajema-8721	145	8	for	for	ADP
ajema-8721	145	9	large	large	ADJ
ajema-8721	145	10	-	-	PUNCT
ajema-8721	145	11	scale	scale	NOUN
ajema-8721	145	12	use	use	NOUN
ajema-8721	145	13	,	,	PUNCT
ajema-8721	145	14	as	as	SCONJ
ajema-8721	145	15	it	it	PRON
ajema-8721	145	16	utilises	utilise	VERB
ajema-8721	145	17	energy	energy	NOUN
ajema-8721	145	18	efficiently	efficiently	ADV
ajema-8721	145	19	and	and	CCONJ
ajema-8721	145	20	can	can	AUX
ajema-8721	145	21	handle	handle	VERB
ajema-8721	145	22	faults	fault	NOUN
ajema-8721	145	23	effectively	effectively	ADV
ajema-8721	145	24	.	.	PUNCT
ajema-8721	146	1	the	the	DET
ajema-8721	146	2	solution	solution	NOUN
ajema-8721	146	3	eliminates	eliminate	VERB
ajema-8721	146	4	the	the	DET
ajema-8721	146	5	need	need	NOUN
ajema-8721	146	6	for	for	ADP
ajema-8721	146	7	manual	manual	ADJ
ajema-8721	146	8	supervision	supervision	NOUN
ajema-8721	146	9	and	and	CCONJ
ajema-8721	146	10	reduces	reduce	VERB
ajema-8721	146	11	driver	driver	NOUN
ajema-8721	146	12	frustration	frustration	NOUN
ajema-8721	146	13	by	by	ADP
ajema-8721	146	14	automating	automate	VERB
ajema-8721	146	15	the	the	DET
ajema-8721	146	16	identification	identification	NOUN
ajema-8721	146	17	and	and	CCONJ
ajema-8721	146	18	reporting	reporting	NOUN
ajema-8721	146	19	of	of	ADP
ajema-8721	146	20	parking	parking	NOUN
ajema-8721	146	21	status	status	NOUN
ajema-8721	146	22	[	[	X
ajema-8721	146	23	1	1	NUM
ajema-8721	146	24	]	]	PUNCT
ajema-8721	146	25	.	.	PUNCT
ajema-8721	147	1	the	the	DET
ajema-8721	147	2	work	work	NOUN
ajema-8721	147	3	demonstrates	demonstrate	VERB
ajema-8721	147	4	how	how	SCONJ
ajema-8721	147	5	sensor	sensor	NOUN
ajema-8721	147	6	-	-	PUNCT
ajema-8721	147	7	based	base	VERB
ajema-8721	147	8	technologies	technology	NOUN
ajema-8721	147	9	can	can	AUX
ajema-8721	147	10	be	be	AUX
ajema-8721	147	11	a	a	DET
ajema-8721	147	12	key	key	ADJ
ajema-8721	147	13	component	component	NOUN
ajema-8721	147	14	of	of	ADP
ajema-8721	147	15	intelligent	intelligent	ADJ
ajema-8721	147	16	transportation	transportation	NOUN
ajema-8721	147	17	systems	system	NOUN
ajema-8721	147	18	.	.	PUNCT
ajema-8721	148	1	they	they	PRON
ajema-8721	148	2	can	can	AUX
ajema-8721	148	3	be	be	AUX
ajema-8721	148	4	used	use	VERB
ajema-8721	148	5	to	to	PART
ajema-8721	148	6	build	build	VERB
ajema-8721	148	7	smart	smart	ADJ
ajema-8721	148	8	,	,	PUNCT
ajema-8721	148	9	data	datum	NOUN
ajema-8721	148	10	-	-	PUNCT
ajema-8721	148	11	driven	drive	VERB
ajema-8721	148	12	urban	urban	ADJ
ajema-8721	148	13	parking	parking	NOUN
ajema-8721	148	14	infrastructure	infrastructure	NOUN
ajema-8721	148	15	,	,	PUNCT
ajema-8721	148	16	making	make	VERB
ajema-8721	148	17	better	well	ADJ
ajema-8721	148	18	use	use	NOUN
ajema-8721	148	19	of	of	ADP
ajema-8721	148	20	space	space	NOUN
ajema-8721	148	21	and	and	CCONJ
ajema-8721	148	22	making	make	VERB
ajema-8721	148	23	it	it	PRON
ajema-8721	148	24	easier	easy	ADJ
ajema-8721	148	25	for	for	ADP
ajema-8721	148	26	users	user	NOUN
ajema-8721	148	27	.	.	PUNCT
ajema-8721	149	1	this	this	DET
ajema-8721	149	2	article	article	NOUN
ajema-8721	149	3	provides	provide	VERB
ajema-8721	149	4	an	an	DET
ajema-8721	149	5	in	in	ADP
ajema-8721	149	6	-	-	PUNCT
ajema-8721	149	7	depth	depth	NOUN
ajema-8721	149	8	examination	examination	NOUN
ajema-8721	149	9	of	of	ADP
ajema-8721	149	10	current	current	ADJ
ajema-8721	149	11	smart	smart	ADJ
ajema-8721	149	12	parking	parking	NOUN
ajema-8721	149	13	systems	system	NOUN
ajema-8721	149	14	,	,	PUNCT
ajema-8721	149	15	assessing	assess	VERB
ajema-8721	149	16	the	the	DET
ajema-8721	149	17	technology	technology	NOUN
ajema-8721	149	18	,	,	PUNCT
ajema-8721	149	19	approaches	approach	NOUN
ajema-8721	149	20	,	,	PUNCT
ajema-8721	149	21	and	and	CCONJ
ajema-8721	149	22	challenges	challenge	NOUN
ajema-8721	149	23	associated	associate	VERB
ajema-8721	149	24	with	with	ADP
ajema-8721	149	25	contemporary	contemporary	ADJ
ajema-8721	149	26	parking	parking	NOUN
ajema-8721	149	27	management	management	NOUN
ajema-8721	149	28	[	[	X
ajema-8721	149	29	44	44	NUM
ajema-8721	149	30	]	]	PUNCT
ajema-8721	149	31	.	.	PUNCT
ajema-8721	150	1	the	the	DET
ajema-8721	150	2	authors	author	NOUN
ajema-8721	150	3	categorise	categorise	VERB
ajema-8721	150	4	current	current	ADJ
ajema-8721	150	5	methods	method	NOUN
ajema-8721	150	6	into	into	ADP
ajema-8721	150	7	iot	iot	NOUN
ajema-8721	150	8	-	-	PUNCT
ajema-8721	150	9	based	base	VERB
ajema-8721	150	10	,	,	PUNCT
ajema-8721	150	11	image	image	NOUN
ajema-8721	150	12	-	-	PUNCT
ajema-8721	150	13	processing	processing	NOUN
ajema-8721	150	14	-	-	PUNCT
ajema-8721	150	15	based	base	VERB
ajema-8721	150	16	,	,	PUNCT
ajema-8721	150	17	and	and	CCONJ
ajema-8721	150	18	hybrid	hybrid	ADJ
ajema-8721	150	19	systems	system	NOUN
ajema-8721	150	20	,	,	PUNCT
ajema-8721	150	21	discussing	discuss	VERB
ajema-8721	150	22	the	the	DET
ajema-8721	150	23	advantages	advantage	NOUN
ajema-8721	150	24	and	and	CCONJ
ajema-8721	150	25	disadvantages	disadvantage	NOUN
ajema-8721	150	26	of	of	ADP
ajema-8721	150	27	each	each	PRON
ajema-8721	150	28	.	.	PUNCT
ajema-8721	151	1	they	they	PRON
ajema-8721	151	2	emphasise	emphasise	VERB
ajema-8721	151	3	that	that	SCONJ
ajema-8721	151	4	real	real	ADJ
ajema-8721	151	5	-	-	PUNCT
ajema-8721	151	6	time	time	NOUN
ajema-8721	151	7	communication	communication	NOUN
ajema-8721	151	8	,	,	PUNCT
ajema-8721	151	9	accurate	accurate	ADJ
ajema-8721	151	10	statistics	statistic	NOUN
ajema-8721	151	11	,	,	PUNCT
ajema-8721	151	12	and	and	CCONJ
ajema-8721	151	13	an	an	DET
ajema-8721	151	14	easy	easy	ADJ
ajema-8721	151	15	-	-	PUNCT
ajema-8721	151	16	to	to	ADP
ajema-8721	151	17	-	-	PUNCT
ajema-8721	151	18	use	use	NOUN
ajema-8721	151	19	design	design	NOUN
ajema-8721	151	20	are	be	AUX
ajema-8721	151	21	all	all	PRON
ajema-8721	151	22	crucial	crucial	ADJ
ajema-8721	151	23	for	for	ADP
ajema-8721	151	24	enhancing	enhance	VERB
ajema-8721	151	25	parking	parking	NOUN
ajema-8721	151	26	overall	overall	NOUN
ajema-8721	151	27	.	.	PUNCT
ajema-8721	152	1	the	the	DET
ajema-8721	152	2	research	research	NOUN
ajema-8721	152	3	identifies	identify	VERB
ajema-8721	152	4	significant	significant	ADJ
ajema-8721	152	5	obstacles	obstacle	NOUN
ajema-8721	152	6	,	,	PUNCT
ajema-8721	152	7	including	include	VERB
ajema-8721	152	8	sensor	sensor	NOUN
ajema-8721	152	9	dependability	dependability	NOUN
ajema-8721	152	10	,	,	PUNCT
ajema-8721	152	11	data	datum	NOUN
ajema-8721	152	12	confidentiality	confidentiality	NOUN
ajema-8721	152	13	,	,	PUNCT
ajema-8721	152	14	system	system	NOUN
ajema-8721	152	15	scalability	scalability	NOUN
ajema-8721	152	16	,	,	PUNCT
ajema-8721	152	17	and	and	CCONJ
ajema-8721	152	18	interoperability	interoperability	NOUN
ajema-8721	152	19	with	with	ADP
ajema-8721	152	20	other	other	ADJ
ajema-8721	152	21	smart	smart	ADJ
ajema-8721	152	22	city	city	NOUN
ajema-8721	152	23	platforms	platform	NOUN
ajema-8721	152	24	.	.	PUNCT
ajema-8721	153	1	it	it	PRON
ajema-8721	153	2	also	also	ADV
ajema-8721	153	3	discusses	discuss	VERB
ajema-8721	153	4	new	new	ADJ
ajema-8721	153	5	trends	trend	NOUN
ajema-8721	153	6	,	,	PUNCT
ajema-8721	153	7	such	such	ADJ
ajema-8721	153	8	as	as	ADP
ajema-8721	153	9	utilising	utilise	VERB
ajema-8721	153	10	machine	machine	NOUN
ajema-8721	153	11	learning	learn	VERB
ajema-8721	153	12	to	to	PART
ajema-8721	153	13	predict	predict	VERB
ajema-8721	153	14	demand	demand	NOUN
ajema-8721	153	15	and	and	CCONJ
ajema-8721	153	16	leveraging	leverage	VERB
ajema-8721	153	17	cloud	cloud	NOUN
ajema-8721	153	18	computing	computing	NOUN
ajema-8721	153	19	to	to	PART
ajema-8721	153	20	manage	manage	VERB
ajema-8721	153	21	data	datum	NOUN
ajema-8721	153	22	[	[	X
ajema-8721	153	23	10	10	NUM
ajema-8721	153	24	]	]	PUNCT
ajema-8721	153	25	.	.	PUNCT
ajema-8721	154	1	the	the	DET
ajema-8721	154	2	authors	author	NOUN
ajema-8721	154	3	provide	provide	VERB
ajema-8721	154	4	a	a	DET
ajema-8721	154	5	structured	structured	ADJ
ajema-8721	154	6	overview	overview	NOUN
ajema-8721	154	7	of	of	ADP
ajema-8721	154	8	how	how	SCONJ
ajema-8721	154	9	smart	smart	ADJ
ajema-8721	154	10	parking	parking	NOUN
ajema-8721	154	11	systems	system	NOUN
ajema-8721	154	12	are	be	AUX
ajema-8721	154	13	evolving	evolve	VERB
ajema-8721	154	14	to	to	PART
ajema-8721	154	15	meet	meet	VERB
ajema-8721	154	16	the	the	DET
ajema-8721	154	17	needs	need	NOUN
ajema-8721	154	18	of	of	ADP
ajema-8721	154	19	urban	urban	ADJ
ajema-8721	154	20	mobility	mobility	NOUN
ajema-8721	154	21	by	by	ADP
ajema-8721	154	22	comparing	compare	VERB
ajema-8721	154	23	various	various	ADJ
ajema-8721	154	24	layouts	layout	NOUN
ajema-8721	154	25	and	and	CCONJ
ajema-8721	154	26	technologies	technology	NOUN
ajema-8721	154	27	.	.	PUNCT
ajema-8721	155	1	the	the	DET
ajema-8721	155	2	document	document	NOUN
ajema-8721	155	3	is	be	AUX
ajema-8721	155	4	a	a	DET
ajema-8721	155	5	valuable	valuable	ADJ
ajema-8721	155	6	resource	resource	NOUN
ajema-8721	155	7	for	for	ADP
ajema-8721	155	8	researchers	researcher	NOUN
ajema-8721	155	9	and	and	CCONJ
ajema-8721	155	10	professionals	professional	NOUN
ajema-8721	155	11	seeking	seek	VERB
ajema-8721	155	12	to	to	PART
ajema-8721	155	13	develop	develop	VERB
ajema-8721	155	14	intelligent	intelligent	ADJ
ajema-8721	155	15	,	,	PUNCT
ajema-8721	155	16	efficient	efficient	ADJ
ajema-8721	155	17	,	,	PUNCT
ajema-8721	155	18	and	and	CCONJ
ajema-8721	155	19	sustainable	sustainable	ADJ
ajema-8721	155	20	parking	parking	NOUN
ajema-8721	155	21	management	management	NOUN
ajema-8721	155	22	systems	system	NOUN
ajema-8721	155	23	for	for	ADP
ajema-8721	155	24	densely	densely	ADV
ajema-8721	155	25	populated	populate	VERB
ajema-8721	155	26	areas	area	NOUN
ajema-8721	155	27	.	.	PUNCT
ajema-8721	156	1	this	this	DET
ajema-8721	156	2	study	study	NOUN
ajema-8721	156	3	presents	present	VERB
ajema-8721	156	4	a	a	DET
ajema-8721	156	5	hybrid	hybrid	ADJ
ajema-8721	156	6	framework	framework	NOUN
ajema-8721	156	7	that	that	PRON
ajema-8721	156	8	integrates	integrate	VERB
ajema-8721	156	9	internet	internet	NOUN
ajema-8721	156	10	of	of	ADP
ajema-8721	156	11	things	thing	NOUN
ajema-8721	156	12	and	and	CCONJ
ajema-8721	156	13	cloud	cloud	NOUN
ajema-8721	156	14	computing	computing	NOUN
ajema-8721	156	15	technologies	technology	NOUN
ajema-8721	156	16	to	to	PART
ajema-8721	156	17	enhance	enhance	VERB
ajema-8721	156	18	the	the	DET
ajema-8721	156	19	management	management	NOUN
ajema-8721	156	20	of	of	ADP
ajema-8721	156	21	urban	urban	ADJ
ajema-8721	156	22	parking	parking	NOUN
ajema-8721	156	23	spots	spot	NOUN
ajema-8721	156	24	[	[	X
ajema-8721	156	25	11	11	NUM
ajema-8721	156	26	]	]	PUNCT
ajema-8721	156	27	.	.	PUNCT
ajema-8721	157	1	the	the	DET
ajema-8721	157	2	system	system	NOUN
ajema-8721	157	3	utilises	utilise	VERB
ajema-8721	157	4	sensor	sensor	NOUN
ajema-8721	157	5	networks	network	NOUN
ajema-8721	157	6	to	to	PART
ajema-8721	157	7	determine	determine	VERB
ajema-8721	157	8	the	the	DET
ajema-8721	157	9	number	number	NOUN
ajema-8721	157	10	of	of	ADP
ajema-8721	157	11	people	people	NOUN
ajema-8721	157	12	in	in	ADP
ajema-8721	157	13	a	a	DET
ajema-8721	157	14	car	car	NOUN
ajema-8721	157	15	at	at	ADP
ajema-8721	157	16	any	any	DET
ajema-8721	157	17	given	give	VERB
ajema-8721	157	18	time	time	NOUN
ajema-8721	157	19	.	.	PUNCT
ajema-8721	158	1	it	it	PRON
ajema-8721	158	2	then	then	ADV
ajema-8721	158	3	sends	send	VERB
ajema-8721	158	4	this	this	DET
ajema-8721	158	5	information	information	NOUN
ajema-8721	158	6	to	to	ADP
ajema-8721	158	7	cloud	cloud	NOUN
ajema-8721	158	8	-	-	PUNCT
ajema-8721	158	9	based	base	VERB
ajema-8721	158	10	servers	server	NOUN
ajema-8721	158	11	for	for	ADP
ajema-8721	158	12	storage	storage	NOUN
ajema-8721	158	13	,	,	PUNCT
ajema-8721	158	14	processing	processing	NOUN
ajema-8721	158	15	,	,	PUNCT
ajema-8721	158	16	and	and	CCONJ
ajema-8721	158	17	visualisation	visualisation	NOUN
ajema-8721	158	18	.	.	PUNCT
ajema-8721	159	1	cloud	cloud	NOUN
ajema-8721	159	2	computing	computing	NOUN
ajema-8721	159	3	enables	enable	VERB
ajema-8721	159	4	various	various	ADJ
ajema-8721	159	5	users	user	NOUN
ajema-8721	159	6	and	and	CCONJ
ajema-8721	159	7	administrators	administrator	NOUN
ajema-8721	159	8	to	to	PART
ajema-8721	159	9	access	access	VERB
ajema-8721	159	10	updated	update	VERB
ajema-8721	159	11	parking	parking	NOUN
ajema-8721	159	12	information	information	NOUN
ajema-8721	159	13	simultaneously	simultaneously	ADV
ajema-8721	159	14	,	,	PUNCT
ajema-8721	159	15	making	make	VERB
ajema-8721	159	16	it	it	PRON
ajema-8721	159	17	scalable	scalable	ADJ
ajema-8721	159	18	and	and	CCONJ
ajema-8721	159	19	accessible	accessible	ADJ
ajema-8721	159	20	.	.	PUNCT
ajema-8721	160	1	the	the	DET
ajema-8721	160	2	system	system	NOUN
ajema-8721	160	3	's	's	PART
ajema-8721	160	4	setup	setup	NOUN
ajema-8721	160	5	enables	enable	VERB
ajema-8721	160	6	it	it	PRON
ajema-8721	160	7	to	to	PART
ajema-8721	160	8	function	function	VERB
ajema-8721	160	9	more	more	ADV
ajema-8721	160	10	effectively	effectively	ADV
ajema-8721	160	11	by	by	ADP
ajema-8721	160	12	reducing	reduce	VERB
ajema-8721	160	13	latency	latency	NOUN
ajema-8721	160	14	and	and	CCONJ
ajema-8721	160	15	enhancing	enhance	VERB
ajema-8721	160	16	data	datum	NOUN
ajema-8721	160	17	accuracy	accuracy	NOUN
ajema-8721	160	18	.	.	PUNCT
ajema-8721	161	1	with	with	ADP
ajema-8721	161	2	centralised	centralised	ADJ
ajema-8721	161	3	management	management	NOUN
ajema-8721	161	4	,	,	PUNCT
ajema-8721	161	5	administrators	administrator	NOUN
ajema-8721	161	6	can	can	AUX
ajema-8721	161	7	monitor	monitor	VERB
ajema-8721	161	8	occupancy	occupancy	NOUN
ajema-8721	161	9	patterns	pattern	NOUN
ajema-8721	161	10	,	,	PUNCT
ajema-8721	161	11	adjust	adjust	VERB
ajema-8721	161	12	prices	price	NOUN
ajema-8721	161	13	in	in	ADP
ajema-8721	161	14	real	real	ADJ
ajema-8721	161	15	-	-	PUNCT
ajema-8721	161	16	time	time	NOUN
ajema-8721	161	17	,	,	PUNCT
ajema-8721	161	18	and	and	CCONJ
ajema-8721	161	19	plan	plan	VERB
ajema-8721	161	20	for	for	ADP
ajema-8721	161	21	additional	additional	ADJ
ajema-8721	161	22	space	space	NOUN
ajema-8721	161	23	[	[	X
ajema-8721	161	24	38	38	NUM
ajema-8721	161	25	]	]	PUNCT
ajema-8721	161	26	.	.	PUNCT
ajema-8721	162	1	the	the	DET
ajema-8721	162	2	mobile	mobile	ADJ
ajema-8721	162	3	interface	interface	NOUN
ajema-8721	162	4	gives	give	VERB
ajema-8721	162	5	users	user	NOUN
ajema-8721	162	6	real	real	ADJ
ajema-8721	162	7	-	-	PUNCT
ajema-8721	162	8	time	time	NOUN
ajema-8721	162	9	information	information	NOUN
ajema-8721	162	10	about	about	ADP
ajema-8721	162	11	availability	availability	NOUN
ajema-8721	162	12	,	,	PUNCT
ajema-8721	162	13	booking	booking	NOUN
ajema-8721	162	14	alternatives	alternative	NOUN
ajema-8721	162	15	,	,	PUNCT
ajema-8721	162	16	and	and	CCONJ
ajema-8721	162	17	payment	payment	NOUN
ajema-8721	162	18	options	option	NOUN
ajema-8721	162	19	.	.	PUNCT
ajema-8721	163	1	the	the	DET
ajema-8721	163	2	study	study	NOUN
ajema-8721	163	3	demonstrates	demonstrate	VERB
ajema-8721	163	4	how	how	SCONJ
ajema-8721	163	5	combining	combine	VERB
ajema-8721	163	6	iot	iot	ADJ
ajema-8721	163	7	and	and	CCONJ
ajema-8721	163	8	cloud	cloud	NOUN
ajema-8721	163	9	technology	technology	NOUN
ajema-8721	163	10	can	can	AUX
ajema-8721	163	11	enhance	enhance	VERB
ajema-8721	163	12	smart	smart	ADJ
ajema-8721	163	13	city	city	NOUN
ajema-8721	163	14	projects	project	NOUN
ajema-8721	163	15	,	,	PUNCT
ajema-8721	163	16	alleviate	alleviate	VERB
ajema-8721	163	17	urban	urban	ADJ
ajema-8721	163	18	traffic	traffic	NOUN
ajema-8721	163	19	congestion	congestion	NOUN
ajema-8721	163	20	,	,	PUNCT
ajema-8721	163	21	and	and	CCONJ
ajema-8721	163	22	optimise	optimise	ADJ
ajema-8721	163	23	resource	resource	NOUN
ajema-8721	163	24	utilisation	utilisation	NOUN
ajema-8721	163	25	.	.	PUNCT
ajema-8721	164	1	the	the	DET
ajema-8721	164	2	framework	framework	NOUN
ajema-8721	164	3	utilises	utilise	NOUN
ajema-8721	164	4	distributed	distribute	VERB
ajema-8721	164	5	sensing	sense	VERB
ajema-8721	164	6	and	and	CCONJ
ajema-8721	164	7	centralised	centralised	ADJ
ajema-8721	164	8	intelligence	intelligence	NOUN
ajema-8721	164	9	to	to	PART
ajema-8721	164	10	enhance	enhance	VERB
ajema-8721	164	11	parking	parking	NOUN
ajema-8721	164	12	management	management	NOUN
ajema-8721	164	13	,	,	PUNCT
ajema-8721	164	14	making	make	VERB
ajema-8721	164	15	it	it	PRON
ajema-8721	164	16	more	more	ADV
ajema-8721	164	17	sustainable	sustainable	ADJ
ajema-8721	164	18	,	,	PUNCT
ajema-8721	164	19	efficient	efficient	ADJ
ajema-8721	164	20	,	,	PUNCT
ajema-8721	164	21	and	and	CCONJ
ajema-8721	164	22	user	user	NOUN
ajema-8721	164	23	-	-	PUNCT
ajema-8721	164	24	friendly	friendly	ADJ
ajema-8721	164	25	[	[	X
ajema-8721	164	26	2	2	NUM
ajema-8721	164	27	]	]	PUNCT
ajema-8721	164	28	.	.	PUNCT
ajema-8721	165	1	this	this	DET
ajema-8721	165	2	study	study	NOUN
ajema-8721	165	3	concentrates	concentrate	VERB
ajema-8721	165	4	on	on	ADP
ajema-8721	165	5	utilising	utilise	VERB
ajema-8721	165	6	image	image	NOUN
ajema-8721	165	7	processing	processing	NOUN
ajema-8721	165	8	and	and	CCONJ
ajema-8721	165	9	deep	deep	ADJ
ajema-8721	165	10	learning	learning	NOUN
ajema-8721	165	11	to	to	PART
ajema-8721	165	12	enhance	enhance	VERB
ajema-8721	165	13	the	the	DET
ajema-8721	165	14	management	management	NOUN
ajema-8721	165	15	of	of	ADP
ajema-8721	165	16	parking	parking	NOUN
ajema-8721	165	17	spaces	space	NOUN
ajema-8721	165	18	[	[	X
ajema-8721	165	19	33	33	NUM
ajema-8721	165	20	]	]	PUNCT
ajema-8721	165	21	.	.	PUNCT
ajema-8721	166	1	the	the	DET
ajema-8721	166	2	technology	technology	NOUN
ajema-8721	166	3	utilises	utilise	VERB
ajema-8721	166	4	computer	computer	NOUN
ajema-8721	166	5	vision	vision	NOUN
ajema-8721	166	6	algorithms	algorithm	NOUN
ajema-8721	166	7	to	to	PART
ajema-8721	166	8	capture	capture	VERB
ajema-8721	166	9	real	real	ADJ
ajema-8721	166	10	-	-	PUNCT
ajema-8721	166	11	time	time	NOUN
ajema-8721	166	12	images	image	NOUN
ajema-8721	166	13	of	of	ADP
ajema-8721	166	14	parking	parking	NOUN
ajema-8721	166	15	lots	lot	NOUN
ajema-8721	166	16	using	use	VERB
ajema-8721	166	17	cameras	camera	NOUN
ajema-8721	166	18	strategically	strategically	ADV
ajema-8721	166	19	placed	place	VERB
ajema-8721	166	20	at	at	ADP
ajema-8721	166	21	key	key	ADJ
ajema-8721	166	22	locations	location	NOUN
ajema-8721	166	23	.	.	PUNCT
ajema-8721	167	1	convolutional	convolutional	ADJ
ajema-8721	167	2	neural	neural	ADJ
ajema-8721	167	3	networks	network	NOUN
ajema-8721	167	4	process	process	VERB
ajema-8721	167	5	these	these	DET
ajema-8721	167	6	images	image	NOUN
ajema-8721	167	7	to	to	PART
ajema-8721	167	8	automatically	automatically	ADV
ajema-8721	167	9	find	find	VERB
ajema-8721	167	10	unoccupied	unoccupied	ADJ
ajema-8721	167	11	and	and	CCONJ
ajema-8721	167	12	occupied	occupy	VERB
ajema-8721	167	13	spaces	space	NOUN
ajema-8721	167	14	.	.	PUNCT
ajema-8721	168	1	the	the	DET
ajema-8721	168	2	deep	deep	ADJ
ajema-8721	168	3	learning	learning	NOUN
ajema-8721	168	4	model	model	NOUN
ajema-8721	168	5	is	be	AUX
ajema-8721	168	6	trained	train	VERB
ajema-8721	168	7	on	on	ADP
ajema-8721	168	8	a	a	DET
ajema-8721	168	9	variety	variety	NOUN
ajema-8721	168	10	of	of	ADP
ajema-8721	168	11	datasets	dataset	NOUN
ajema-8721	168	12	to	to	PART
ajema-8721	168	13	ensure	ensure	VERB
ajema-8721	168	14	it	it	PRON
ajema-8721	168	15	performs	perform	VERB
ajema-8721	168	16	well	well	ADV
ajema-8721	168	17	in	in	ADP
ajema-8721	168	18	a	a	DET
ajema-8721	168	19	wide	wide	ADJ
ajema-8721	168	20	range	range	NOUN
ajema-8721	168	21	http://www/	http://www/	X
ajema-8721	168	22	144	144	NUM
ajema-8721	168	23	journal	journal	NOUN
ajema-8721	168	24	of	of	ADP
ajema-8721	168	25	engineering	engineering	NOUN
ajema-8721	168	26	,	,	PUNCT
ajema-8721	168	27	mechanics	mechanic	NOUN
ajema-8721	168	28	and	and	CCONJ
ajema-8721	168	29	architecture	architecture	NOUN
ajema-8721	168	30	www	www	NOUN
ajema-8721	168	31	.	.	PROPN
ajema-8721	169	1	grnjournal.us	grnjournal.us	X
ajema-8721	169	2	of	of	ADP
ajema-8721	169	3	lighting	lighting	NOUN
ajema-8721	169	4	and	and	CCONJ
ajema-8721	169	5	environmental	environmental	ADJ
ajema-8721	169	6	conditions	condition	NOUN
ajema-8721	169	7	.	.	PUNCT
ajema-8721	170	1	the	the	DET
ajema-8721	170	2	processed	process	VERB
ajema-8721	170	3	data	data	NOUN
ajema-8721	170	4	is	be	AUX
ajema-8721	170	5	sent	send	VERB
ajema-8721	170	6	to	to	ADP
ajema-8721	170	7	a	a	DET
ajema-8721	170	8	server	server	NOUN
ajema-8721	170	9	and	and	CCONJ
ajema-8721	170	10	displayed	display	VERB
ajema-8721	170	11	to	to	ADP
ajema-8721	170	12	users	user	NOUN
ajema-8721	170	13	through	through	ADP
ajema-8721	170	14	a	a	DET
ajema-8721	170	15	mobile	mobile	ADJ
ajema-8721	170	16	app	app	NOUN
ajema-8721	170	17	,	,	PUNCT
ajema-8721	170	18	which	which	PRON
ajema-8721	170	19	allows	allow	VERB
ajema-8721	170	20	them	they	PRON
ajema-8721	170	21	to	to	PART
ajema-8721	170	22	verify	verify	VERB
ajema-8721	170	23	availability	availability	NOUN
ajema-8721	170	24	and	and	CCONJ
ajema-8721	170	25	book	book	NOUN
ajema-8721	170	26	spaces	space	NOUN
ajema-8721	170	27	[	[	X
ajema-8721	170	28	20	20	NUM
ajema-8721	170	29	]	]	PUNCT
ajema-8721	170	30	.	.	PUNCT
ajema-8721	171	1	the	the	DET
ajema-8721	171	2	authors	author	NOUN
ajema-8721	171	3	point	point	VERB
ajema-8721	171	4	out	out	ADP
ajema-8721	171	5	that	that	SCONJ
ajema-8721	171	6	combining	combine	VERB
ajema-8721	171	7	picture	picture	NOUN
ajema-8721	171	8	recognition	recognition	NOUN
ajema-8721	171	9	with	with	ADP
ajema-8721	171	10	smart	smart	ADJ
ajema-8721	171	11	data	datum	NOUN
ajema-8721	171	12	analysis	analysis	NOUN
ajema-8721	171	13	makes	make	VERB
ajema-8721	171	14	it	it	PRON
ajema-8721	171	15	less	less	ADV
ajema-8721	171	16	necessary	necessary	ADJ
ajema-8721	171	17	to	to	PART
ajema-8721	171	18	use	use	VERB
ajema-8721	171	19	hardware	hardware	NOUN
ajema-8721	171	20	sensors	sensor	NOUN
ajema-8721	171	21	while	while	SCONJ
ajema-8721	171	22	still	still	ADV
ajema-8721	171	23	keeping	keep	VERB
ajema-8721	171	24	accuracy	accuracy	NOUN
ajema-8721	172	1	[	[	X
ajema-8721	172	2	43	43	NUM
ajema-8721	172	3	]	]	PUNCT
ajema-8721	172	4	.	.	PUNCT
ajema-8721	173	1	this	this	DET
ajema-8721	173	2	method	method	NOUN
ajema-8721	173	3	is	be	AUX
ajema-8721	173	4	a	a	DET
ajema-8721	173	5	cheap	cheap	ADJ
ajema-8721	173	6	and	and	CCONJ
ajema-8721	173	7	easy	easy	ADJ
ajema-8721	173	8	way	way	NOUN
ajema-8721	173	9	to	to	PART
ajema-8721	173	10	set	set	VERB
ajema-8721	173	11	up	up	ADP
ajema-8721	173	12	parking	parking	NOUN
ajema-8721	173	13	lots	lot	NOUN
ajema-8721	173	14	,	,	PUNCT
ajema-8721	173	15	both	both	CCONJ
ajema-8721	173	16	indoors	indoor	NOUN
ajema-8721	173	17	and	and	CCONJ
ajema-8721	173	18	outdoors	outdoor	NOUN
ajema-8721	173	19	.	.	PUNCT
ajema-8721	174	1	the	the	DET
ajema-8721	174	2	system	system	NOUN
ajema-8721	174	3	demonstrates	demonstrate	VERB
ajema-8721	174	4	how	how	SCONJ
ajema-8721	174	5	aidriven	aidriven	ADJ
ajema-8721	174	6	automation	automation	NOUN
ajema-8721	174	7	can	can	AUX
ajema-8721	174	8	transform	transform	VERB
ajema-8721	174	9	traditional	traditional	ADJ
ajema-8721	174	10	parking	parking	NOUN
ajema-8721	174	11	management	management	NOUN
ajema-8721	174	12	into	into	ADP
ajema-8721	174	13	a	a	DET
ajema-8721	174	14	smart	smart	ADJ
ajema-8721	174	15	,	,	PUNCT
ajema-8721	174	16	flexible	flexible	ADJ
ajema-8721	174	17	,	,	PUNCT
ajema-8721	174	18	and	and	CCONJ
ajema-8721	174	19	effective	effective	ADJ
ajema-8721	174	20	process	process	NOUN
ajema-8721	174	21	.	.	PUNCT
ajema-8721	175	1	this	this	DET
ajema-8721	175	2	project	project	NOUN
ajema-8721	175	3	demonstrates	demonstrate	VERB
ajema-8721	175	4	how	how	SCONJ
ajema-8721	175	5	to	to	PART
ajema-8721	175	6	create	create	VERB
ajema-8721	175	7	a	a	DET
ajema-8721	175	8	comprehensive	comprehensive	ADJ
ajema-8721	175	9	smart	smart	ADJ
ajema-8721	175	10	parking	parking	NOUN
ajema-8721	175	11	solution	solution	NOUN
ajema-8721	175	12	by	by	ADP
ajema-8721	175	13	integrating	integrate	VERB
ajema-8721	175	14	internet	internet	NOUN
ajema-8721	175	15	of	of	ADP
ajema-8721	175	16	things	thing	NOUN
ajema-8721	175	17	technologies	technology	NOUN
ajema-8721	175	18	with	with	ADP
ajema-8721	175	19	mobile	mobile	ADJ
ajema-8721	175	20	applications	application	NOUN
ajema-8721	175	21	[	[	X
ajema-8721	175	22	26	26	NUM
ajema-8721	175	23	]	]	PUNCT
ajema-8721	175	24	.	.	PUNCT
ajema-8721	176	1	the	the	DET
ajema-8721	176	2	framework	framework	NOUN
ajema-8721	176	3	utilises	utilise	VERB
ajema-8721	176	4	iot	iot	ADJ
ajema-8721	176	5	sensors	sensor	NOUN
ajema-8721	176	6	to	to	PART
ajema-8721	176	7	determine	determine	VERB
ajema-8721	176	8	if	if	SCONJ
ajema-8721	176	9	parking	parking	NOUN
ajema-8721	176	10	spaces	space	NOUN
ajema-8721	176	11	are	be	AUX
ajema-8721	176	12	available	available	ADJ
ajema-8721	176	13	and	and	CCONJ
ajema-8721	176	14	sends	send	VERB
ajema-8721	176	15	this	this	DET
ajema-8721	176	16	information	information	NOUN
ajema-8721	176	17	to	to	ADP
ajema-8721	176	18	a	a	DET
ajema-8721	176	19	central	central	ADJ
ajema-8721	176	20	cloud	cloud	NOUN
ajema-8721	176	21	platform	platform	NOUN
ajema-8721	176	22	in	in	ADP
ajema-8721	176	23	real	real	ADJ
ajema-8721	176	24	-	-	PUNCT
ajema-8721	176	25	time	time	NOUN
ajema-8721	176	26	.	.	PUNCT
ajema-8721	177	1	the	the	DET
ajema-8721	177	2	mobile	mobile	ADJ
ajema-8721	177	3	app	app	NOUN
ajema-8721	177	4	serves	serve	VERB
ajema-8721	177	5	as	as	ADP
ajema-8721	177	6	the	the	DET
ajema-8721	177	7	user	user	NOUN
ajema-8721	177	8	interface	interface	NOUN
ajema-8721	177	9	,	,	PUNCT
ajema-8721	177	10	allowing	allow	VERB
ajema-8721	177	11	drivers	driver	NOUN
ajema-8721	177	12	to	to	PART
ajema-8721	177	13	view	view	VERB
ajema-8721	177	14	open	open	ADJ
ajema-8721	177	15	slots	slot	NOUN
ajema-8721	177	16	,	,	PUNCT
ajema-8721	177	17	book	book	NOUN
ajema-8721	177	18	spaces	space	NOUN
ajema-8721	177	19	,	,	PUNCT
ajema-8721	177	20	request	request	VERB
ajema-8721	177	21	assistance	assistance	NOUN
ajema-8721	177	22	with	with	ADP
ajema-8721	177	23	directions	direction	NOUN
ajema-8721	177	24	,	,	PUNCT
ajema-8721	177	25	and	and	CCONJ
ajema-8721	177	26	make	make	VERB
ajema-8721	177	27	digital	digital	ADJ
ajema-8721	177	28	payments	payment	NOUN
ajema-8721	177	29	[	[	X
ajema-8721	177	30	12	12	NUM
ajema-8721	177	31	]	]	PUNCT
ajema-8721	177	32	.	.	PUNCT
ajema-8721	178	1	the	the	DET
ajema-8721	178	2	goal	goal	NOUN
ajema-8721	178	3	of	of	ADP
ajema-8721	178	4	the	the	DET
ajema-8721	178	5	system	system	NOUN
ajema-8721	178	6	is	be	AUX
ajema-8721	178	7	to	to	PART
ajema-8721	178	8	reduce	reduce	VERB
ajema-8721	178	9	traffic	traffic	NOUN
ajema-8721	178	10	congestion	congestion	NOUN
ajema-8721	178	11	by	by	ADP
ajema-8721	178	12	minimising	minimise	VERB
ajema-8721	178	13	the	the	DET
ajema-8721	178	14	time	time	NOUN
ajema-8721	178	15	vehicles	vehicle	NOUN
ajema-8721	178	16	spend	spend	VERB
ajema-8721	178	17	searching	search	VERB
ajema-8721	178	18	for	for	ADP
ajema-8721	178	19	parking	parking	NOUN
ajema-8721	178	20	and	and	CCONJ
ajema-8721	178	21	making	make	VERB
ajema-8721	178	22	parking	parking	NOUN
ajema-8721	178	23	managers	manager	NOUN
ajema-8721	178	24	'	'	PART
ajema-8721	178	25	jobs	job	NOUN
ajema-8721	178	26	easier	easy	ADJ
ajema-8721	178	27	.	.	PUNCT
ajema-8721	179	1	its	its	PRON
ajema-8721	179	2	modular	modular	ADJ
ajema-8721	179	3	design	design	NOUN
ajema-8721	179	4	makes	make	VERB
ajema-8721	179	5	it	it	PRON
ajema-8721	179	6	easy	easy	ADJ
ajema-8721	179	7	to	to	PART
ajema-8721	179	8	add	add	VERB
ajema-8721	179	9	or	or	CCONJ
ajema-8721	179	10	change	change	VERB
ajema-8721	179	11	modules	module	NOUN
ajema-8721	179	12	to	to	PART
ajema-8721	179	13	fit	fit	VERB
ajema-8721	179	14	different	different	ADJ
ajema-8721	179	15	city	city	NOUN
ajema-8721	179	16	settings	setting	NOUN
ajema-8721	179	17	,	,	PUNCT
ajema-8721	179	18	such	such	ADJ
ajema-8721	179	19	as	as	ADP
ajema-8721	179	20	shopping	shopping	NOUN
ajema-8721	179	21	malls	mall	NOUN
ajema-8721	179	22	,	,	PUNCT
ajema-8721	179	23	office	office	NOUN
ajema-8721	179	24	buildings	building	NOUN
ajema-8721	179	25	,	,	PUNCT
ajema-8721	179	26	and	and	CCONJ
ajema-8721	179	27	public	public	ADJ
ajema-8721	179	28	parking	parking	NOUN
ajema-8721	179	29	lots	lot	NOUN
ajema-8721	179	30	[	[	X
ajema-8721	179	31	22	22	NUM
ajema-8721	179	32	]	]	PUNCT
ajema-8721	179	33	.	.	PUNCT
ajema-8721	180	1	the	the	DET
ajema-8721	180	2	authors	author	NOUN
ajema-8721	180	3	emphasise	emphasise	VERB
ajema-8721	180	4	the	the	DET
ajema-8721	180	5	importance	importance	NOUN
ajema-8721	180	6	of	of	ADP
ajema-8721	180	7	systems	system	NOUN
ajema-8721	180	8	being	be	AUX
ajema-8721	180	9	reliable	reliable	ADJ
ajema-8721	180	10	,	,	PUNCT
ajema-8721	180	11	data	datum	NOUN
ajema-8721	180	12	being	be	AUX
ajema-8721	180	13	secure	secure	ADJ
ajema-8721	180	14	,	,	PUNCT
ajema-8721	180	15	and	and	CCONJ
ajema-8721	180	16	users	user	NOUN
ajema-8721	180	17	being	be	AUX
ajema-8721	180	18	comfortable	comfortable	ADJ
ajema-8721	180	19	.	.	PUNCT
ajema-8721	181	1	this	this	DET
ajema-8721	181	2	combination	combination	NOUN
ajema-8721	181	3	of	of	ADP
ajema-8721	181	4	iot	iot	NOUN
ajema-8721	181	5	and	and	CCONJ
ajema-8721	181	6	mobile	mobile	ADJ
ajema-8721	181	7	technology	technology	NOUN
ajema-8721	181	8	represents	represent	VERB
ajema-8721	181	9	a	a	DET
ajema-8721	181	10	significant	significant	ADJ
ajema-8721	181	11	step	step	NOUN
ajema-8721	181	12	towards	towards	ADP
ajema-8721	181	13	smart	smart	ADJ
ajema-8721	181	14	city	city	NOUN
ajema-8721	181	15	transportation	transportation	NOUN
ajema-8721	181	16	and	and	CCONJ
ajema-8721	181	17	sustainable	sustainable	ADJ
ajema-8721	181	18	transportation	transportation	NOUN
ajema-8721	181	19	systems	system	NOUN
ajema-8721	181	20	[	[	X
ajema-8721	181	21	37	37	NUM
ajema-8721	181	22	]	]	PUNCT
ajema-8721	181	23	.	.	PUNCT
ajema-8721	182	1	project	project	NOUN
ajema-8721	182	2	description	description	NOUN
ajema-8721	182	3	most	most	ADJ
ajema-8721	182	4	of	of	ADP
ajema-8721	182	5	the	the	DET
ajema-8721	182	6	time	time	NOUN
ajema-8721	182	7	,	,	PUNCT
ajema-8721	182	8	parking	parking	NOUN
ajema-8721	182	9	management	management	NOUN
ajema-8721	182	10	systems	system	NOUN
ajema-8721	182	11	in	in	ADP
ajema-8721	182	12	cities	city	NOUN
ajema-8721	182	13	rely	rely	VERB
ajema-8721	182	14	on	on	ADP
ajema-8721	182	15	either	either	CCONJ
ajema-8721	182	16	manual	manual	ADJ
ajema-8721	182	17	monitoring	monitoring	NOUN
ajema-8721	182	18	or	or	CCONJ
ajema-8721	182	19	simple	simple	ADJ
ajema-8721	182	20	sensor	sensor	NOUN
ajema-8721	182	21	-	-	PUNCT
ajema-8721	182	22	based	base	VERB
ajema-8721	182	23	solutions	solution	NOUN
ajema-8721	182	24	that	that	PRON
ajema-8721	182	25	are	be	AUX
ajema-8721	182	26	ineffective	ineffective	ADJ
ajema-8721	182	27	when	when	SCONJ
ajema-8721	182	28	there	there	PRON
ajema-8721	182	29	are	be	VERB
ajema-8721	182	30	more	more	ADJ
ajema-8721	182	31	cars	car	NOUN
ajema-8721	182	32	on	on	ADP
ajema-8721	182	33	the	the	DET
ajema-8721	182	34	road	road	NOUN
ajema-8721	182	35	[	[	X
ajema-8721	182	36	8	8	NUM
ajema-8721	182	37	]	]	PUNCT
ajema-8721	182	38	.	.	PUNCT
ajema-8721	183	1	many	many	ADJ
ajema-8721	183	2	current	current	ADJ
ajema-8721	183	3	systems	system	NOUN
ajema-8721	183	4	lack	lack	VERB
ajema-8721	183	5	smart	smart	ADJ
ajema-8721	183	6	image	image	NOUN
ajema-8721	183	7	-	-	PUNCT
ajema-8721	183	8	based	base	VERB
ajema-8721	183	9	automation	automation	NOUN
ajema-8721	183	10	or	or	CCONJ
ajema-8721	183	11	real	real	ADJ
ajema-8721	183	12	-	-	PUNCT
ajema-8721	183	13	time	time	NOUN
ajema-8721	183	14	processing	processing	NOUN
ajema-8721	183	15	,	,	PUNCT
ajema-8721	183	16	resulting	result	VERB
ajema-8721	183	17	in	in	ADP
ajema-8721	183	18	traffic	traffic	NOUN
ajema-8721	183	19	jams	jam	NOUN
ajema-8721	183	20	,	,	PUNCT
ajema-8721	183	21	wasted	waste	VERB
ajema-8721	183	22	space	space	NOUN
ajema-8721	183	23	,	,	PUNCT
ajema-8721	183	24	and	and	CCONJ
ajema-8721	183	25	user	user	NOUN
ajema-8721	183	26	frustration	frustration	NOUN
ajema-8721	183	27	.	.	PUNCT
ajema-8721	184	1	they	they	PRON
ajema-8721	184	2	are	be	AUX
ajema-8721	184	3	n't	not	PART
ajema-8721	184	4	as	as	ADV
ajema-8721	184	5	useful	useful	ADJ
ajema-8721	184	6	as	as	SCONJ
ajema-8721	184	7	they	they	PRON
ajema-8721	184	8	could	could	AUX
ajema-8721	184	9	be	be	AUX
ajema-8721	184	10	because	because	SCONJ
ajema-8721	184	11	they	they	PRON
ajema-8721	184	12	lack	lack	VERB
ajema-8721	184	13	smart	smart	ADJ
ajema-8721	184	14	features	feature	NOUN
ajema-8721	184	15	such	such	ADJ
ajema-8721	184	16	as	as	ADP
ajema-8721	184	17	automatic	automatic	ADJ
ajema-8721	184	18	vehicle	vehicle	NOUN
ajema-8721	184	19	detection	detection	NOUN
ajema-8721	184	20	,	,	PUNCT
ajema-8721	184	21	number	number	NOUN
ajema-8721	184	22	plate	plate	NOUN
ajema-8721	184	23	recognition	recognition	NOUN
ajema-8721	184	24	,	,	PUNCT
ajema-8721	184	25	and	and	CCONJ
ajema-8721	184	26	cloud	cloud	NOUN
ajema-8721	184	27	updates	update	VERB
ajema-8721	184	28	[	[	X
ajema-8721	184	29	19	19	NUM
ajema-8721	184	30	]	]	PUNCT
ajema-8721	184	31	.	.	PUNCT
ajema-8721	185	1	additionally	additionally	ADV
ajema-8721	185	2	,	,	PUNCT
ajema-8721	185	3	existing	exist	VERB
ajema-8721	185	4	systems	system	NOUN
ajema-8721	185	5	often	often	ADV
ajema-8721	185	6	require	require	VERB
ajema-8721	185	7	significant	significant	ADJ
ajema-8721	185	8	human	human	ADJ
ajema-8721	185	9	input	input	NOUN
ajema-8721	185	10	,	,	PUNCT
ajema-8721	185	11	are	be	AUX
ajema-8721	185	12	prone	prone	ADJ
ajema-8721	185	13	to	to	ADP
ajema-8721	185	14	errors	error	NOUN
ajema-8721	185	15	,	,	PUNCT
ajema-8721	185	16	and	and	CCONJ
ajema-8721	185	17	fail	fail	VERB
ajema-8721	185	18	to	to	PART
ajema-8721	185	19	provide	provide	VERB
ajema-8721	185	20	precise	precise	ADJ
ajema-8721	185	21	,	,	PUNCT
ajema-8721	185	22	real	real	ADJ
ajema-8721	185	23	-	-	PUNCT
ajema-8721	185	24	time	time	NOUN
ajema-8721	185	25	information	information	NOUN
ajema-8721	185	26	about	about	ADP
ajema-8721	185	27	slot	slot	NOUN
ajema-8721	185	28	availability	availability	NOUN
ajema-8721	185	29	.	.	PUNCT
ajema-8721	186	1	the	the	DET
ajema-8721	186	2	proposed	propose	VERB
ajema-8721	186	3	smart	smart	ADJ
ajema-8721	186	4	parking	parking	NOUN
ajema-8721	186	5	management	management	NOUN
ajema-8721	186	6	system	system	NOUN
ajema-8721	186	7	utilises	utilise	VERB
ajema-8721	186	8	computer	computer	NOUN
ajema-8721	186	9	vision	vision	NOUN
ajema-8721	186	10	and	and	CCONJ
ajema-8721	186	11	iot	iot	NOUN
ajema-8721	186	12	technology	technology	NOUN
ajema-8721	186	13	to	to	PART
ajema-8721	186	14	automate	automate	VERB
ajema-8721	186	15	and	and	CCONJ
ajema-8721	186	16	enhance	enhance	VERB
ajema-8721	186	17	the	the	DET
ajema-8721	186	18	parking	parking	NOUN
ajema-8721	186	19	experience	experience	NOUN
ajema-8721	186	20	,	,	PUNCT
ajema-8721	186	21	surpassing	surpass	VERB
ajema-8721	186	22	current	current	ADJ
ajema-8721	186	23	techniques	technique	NOUN
ajema-8721	186	24	[	[	X
ajema-8721	186	25	32	32	NUM
ajema-8721	186	26	]	]	PUNCT
ajema-8721	186	27	.	.	PUNCT
ajema-8721	187	1	it	it	PRON
ajema-8721	187	2	uses	use	VERB
ajema-8721	187	3	a	a	DET
ajema-8721	187	4	raspberry	raspberry	NOUN
ajema-8721	187	5	pi	pi	NOUN
ajema-8721	187	6	microprocessor	microprocessor	NOUN
ajema-8721	187	7	,	,	PUNCT
ajema-8721	187	8	a	a	DET
ajema-8721	187	9	camera	camera	NOUN
ajema-8721	187	10	module	module	NOUN
ajema-8721	187	11	,	,	PUNCT
ajema-8721	187	12	and	and	CCONJ
ajema-8721	187	13	an	an	DET
ajema-8721	187	14	ultrasonic	ultrasonic	ADJ
ajema-8721	187	15	sensor	sensor	NOUN
ajema-8721	187	16	to	to	PART
ajema-8721	187	17	find	find	VERB
ajema-8721	187	18	cars	car	NOUN
ajema-8721	187	19	and	and	CCONJ
ajema-8721	187	20	read	read	VERB
ajema-8721	187	21	license	license	NOUN
ajema-8721	187	22	plates	plate	NOUN
ajema-8721	187	23	using	use	VERB
ajema-8721	187	24	deep	deep	ADJ
ajema-8721	187	25	learning	learning	NOUN
ajema-8721	187	26	-	-	PUNCT
ajema-8721	187	27	based	base	VERB
ajema-8721	187	28	object	object	NOUN
ajema-8721	187	29	detection	detection	NOUN
ajema-8721	187	30	.	.	PUNCT
ajema-8721	188	1	people	people	NOUN
ajema-8721	188	2	can	can	AUX
ajema-8721	188	3	check	check	VERB
ajema-8721	188	4	if	if	SCONJ
ajema-8721	188	5	parking	parking	NOUN
ajema-8721	188	6	spots	spot	NOUN
ajema-8721	188	7	are	be	AUX
ajema-8721	188	8	available	available	ADJ
ajema-8721	188	9	through	through	ADP
ajema-8721	188	10	a	a	DET
ajema-8721	188	11	web	web	NOUN
ajema-8721	188	12	or	or	CCONJ
ajema-8721	188	13	mobile	mobile	ADJ
ajema-8721	188	14	interface	interface	NOUN
ajema-8721	188	15	,	,	PUNCT
ajema-8721	188	16	as	as	SCONJ
ajema-8721	188	17	the	the	DET
ajema-8721	188	18	data	data	NOUN
ajema-8721	188	19	is	be	AUX
ajema-8721	188	20	updated	update	VERB
ajema-8721	188	21	in	in	ADP
ajema-8721	188	22	real	real	ADJ
ajema-8721	188	23	-	-	PUNCT
ajema-8721	188	24	time	time	NOUN
ajema-8721	188	25	on	on	ADP
ajema-8721	188	26	a	a	DET
ajema-8721	188	27	cloud	cloud	ADJ
ajema-8721	188	28	platform	platform	NOUN
ajema-8721	188	29	like	like	ADP
ajema-8721	188	30	firebase	firebase	NOUN
ajema-8721	188	31	[	[	X
ajema-8721	188	32	13	13	NUM
ajema-8721	188	33	]	]	PUNCT
ajema-8721	188	34	.	.	PUNCT
ajema-8721	189	1	this	this	DET
ajema-8721	189	2	system	system	NOUN
ajema-8721	189	3	ensures	ensure	VERB
ajema-8721	189	4	that	that	SCONJ
ajema-8721	189	5	slots	slot	NOUN
ajema-8721	189	6	are	be	AUX
ajema-8721	189	7	monitored	monitor	VERB
ajema-8721	189	8	accurately	accurately	ADV
ajema-8721	189	9	and	and	CCONJ
ajema-8721	189	10	that	that	SCONJ
ajema-8721	189	11	vehicles	vehicle	NOUN
ajema-8721	189	12	are	be	AUX
ajema-8721	189	13	managed	manage	VERB
ajema-8721	189	14	efficiently	efficiently	ADV
ajema-8721	189	15	with	with	ADP
ajema-8721	189	16	minimal	minimal	ADJ
ajema-8721	189	17	manual	manual	ADJ
ajema-8721	189	18	input	input	NOUN
ajema-8721	189	19	.	.	PUNCT
ajema-8721	190	1	advantages	advantage	NOUN
ajema-8721	190	2	•	•	PRON
ajema-8721	190	3	automation	automation	NOUN
ajema-8721	190	4	:	:	PUNCT
ajema-8721	190	5	reduces	reduce	VERB
ajema-8721	190	6	human	human	ADJ
ajema-8721	190	7	effort	effort	NOUN
ajema-8721	190	8	through	through	ADP
ajema-8721	190	9	real	real	ADJ
ajema-8721	190	10	-	-	PUNCT
ajema-8721	190	11	time	time	NOUN
ajema-8721	190	12	vehicle	vehicle	NOUN
ajema-8721	190	13	detection	detection	NOUN
ajema-8721	190	14	and	and	CCONJ
ajema-8721	190	15	monitoring	monitoring	NOUN
ajema-8721	190	16	.	.	PUNCT
ajema-8721	191	1	•	•	NUM
ajema-8721	191	2	accuracy	accuracy	NOUN
ajema-8721	191	3	:	:	PUNCT
ajema-8721	191	4	enhances	enhance	VERB
ajema-8721	191	5	the	the	DET
ajema-8721	191	6	ability	ability	NOUN
ajema-8721	191	7	to	to	PART
ajema-8721	191	8	identify	identify	VERB
ajema-8721	191	9	occupied	occupy	VERB
ajema-8721	191	10	or	or	CCONJ
ajema-8721	191	11	free	free	ADJ
ajema-8721	191	12	parking	parking	NOUN
ajema-8721	191	13	slots	slot	NOUN
ajema-8721	191	14	accurately	accurately	ADV
ajema-8721	191	15	.	.	PUNCT
ajema-8721	192	1	•	•	NUM
ajema-8721	192	2	cost	cost	NOUN
ajema-8721	192	3	-	-	PUNCT
ajema-8721	192	4	effective	effective	ADJ
ajema-8721	192	5	:	:	PUNCT
ajema-8721	192	6	utilises	utilise	VERB
ajema-8721	192	7	low	low	ADJ
ajema-8721	192	8	-	-	PUNCT
ajema-8721	192	9	cost	cost	NOUN
ajema-8721	192	10	hardware	hardware	NOUN
ajema-8721	192	11	,	,	PUNCT
ajema-8721	192	12	such	such	ADJ
ajema-8721	192	13	as	as	ADP
ajema-8721	192	14	the	the	DET
ajema-8721	192	15	raspberry	raspberry	NOUN
ajema-8721	192	16	pi	pi	NOUN
ajema-8721	192	17	,	,	PUNCT
ajema-8721	192	18	and	and	CCONJ
ajema-8721	192	19	open	open	ADJ
ajema-8721	192	20	-	-	PUNCT
ajema-8721	192	21	source	source	NOUN
ajema-8721	192	22	libraries	library	NOUN
ajema-8721	192	23	.	.	PUNCT
ajema-8721	193	1	•	•	NUM
ajema-8721	193	2	real	real	ADJ
ajema-8721	193	3	-	-	PUNCT
ajema-8721	193	4	time	time	NOUN
ajema-8721	193	5	updates	update	NOUN
ajema-8721	193	6	:	:	PUNCT
ajema-8721	193	7	provides	provide	VERB
ajema-8721	193	8	live	live	ADJ
ajema-8721	193	9	slot	slot	NOUN
ajema-8721	193	10	status	status	NOUN
ajema-8721	193	11	updates	update	NOUN
ajema-8721	193	12	via	via	ADP
ajema-8721	193	13	a	a	DET
ajema-8721	193	14	cloud	cloud	NOUN
ajema-8721	193	15	-	-	PUNCT
ajema-8721	193	16	based	base	VERB
ajema-8721	193	17	interface	interface	NOUN
ajema-8721	193	18	.	.	PUNCT
ajema-8721	194	1	•	•	NUM
ajema-8721	194	2	scalability	scalability	NOUN
ajema-8721	194	3	:	:	PUNCT
ajema-8721	194	4	the	the	DET
ajema-8721	194	5	modular	modular	ADJ
ajema-8721	194	6	design	design	NOUN
ajema-8721	194	7	enables	enable	VERB
ajema-8721	194	8	expansion	expansion	NOUN
ajema-8721	194	9	across	across	ADP
ajema-8721	194	10	larger	large	ADJ
ajema-8721	194	11	parking	parking	NOUN
ajema-8721	194	12	areas	area	NOUN
ajema-8721	194	13	or	or	CCONJ
ajema-8721	194	14	multiple	multiple	ADJ
ajema-8721	194	15	sites	site	NOUN
ajema-8721	194	16	.	.	PUNCT
ajema-8721	195	1	•	•	NUM
ajema-8721	195	2	security	security	NOUN
ajema-8721	195	3	:	:	PUNCT
ajema-8721	195	4	captures	capture	VERB
ajema-8721	195	5	license	license	NOUN
ajema-8721	195	6	plate	plate	NOUN
ajema-8721	195	7	information	information	NOUN
ajema-8721	195	8	,	,	PUNCT
ajema-8721	195	9	aiding	aid	VERB
ajema-8721	195	10	in	in	ADP
ajema-8721	195	11	secure	secure	ADJ
ajema-8721	195	12	and	and	CCONJ
ajema-8721	195	13	traceable	traceable	ADJ
ajema-8721	195	14	parking	parking	NOUN
ajema-8721	195	15	access	access	NOUN
ajema-8721	195	16	.	.	PUNCT
ajema-8721	196	1	proposed	propose	VERB
ajema-8721	196	2	work	work	NOUN
ajema-8721	196	3	the	the	DET
ajema-8721	196	4	vehicle	vehicle	NOUN
ajema-8721	196	5	parking	parking	NOUN
ajema-8721	196	6	availability	availability	NOUN
ajema-8721	196	7	monitoring	monitoring	NOUN
ajema-8721	196	8	and	and	CCONJ
ajema-8721	196	9	efficient	efficient	ADJ
ajema-8721	196	10	management	management	NOUN
ajema-8721	196	11	system	system	NOUN
ajema-8721	196	12	's	's	PART
ajema-8721	196	13	proposed	propose	VERB
ajema-8721	196	14	design	design	NOUN
ajema-8721	196	15	integrates	integrate	NOUN
ajema-8721	196	16	image	image	NOUN
ajema-8721	196	17	processing	processing	NOUN
ajema-8721	196	18	,	,	PUNCT
ajema-8721	196	19	sensor	sensor	NOUN
ajema-8721	196	20	data	datum	NOUN
ajema-8721	196	21	,	,	PUNCT
ajema-8721	196	22	and	and	CCONJ
ajema-8721	196	23	cloud	cloud	NOUN
ajema-8721	196	24	-	-	PUNCT
ajema-8721	196	25	based	base	VERB
ajema-8721	196	26	mobile	mobile	ADJ
ajema-8721	196	27	access	access	NOUN
ajema-8721	196	28	to	to	PART
ajema-8721	196	29	deliver	deliver	VERB
ajema-8721	196	30	a	a	DET
ajema-8721	196	31	seamless	seamless	ADJ
ajema-8721	196	32	parking	parking	NOUN
ajema-8721	196	33	experience	experience	NOUN
ajema-8721	196	34	[	[	X
ajema-8721	196	35	42	42	NUM
ajema-8721	196	36	]	]	PUNCT
ajema-8721	196	37	.	.	PUNCT
ajema-8721	197	1	the	the	DET
ajema-8721	197	2	main	main	ADJ
ajema-8721	197	3	component	component	NOUN
ajema-8721	197	4	of	of	ADP
ajema-8721	197	5	the	the	DET
ajema-8721	197	6	system	system	NOUN
ajema-8721	197	7	is	be	AUX
ajema-8721	197	8	a	a	DET
ajema-8721	197	9	raspberry	raspberry	NOUN
ajema-8721	197	10	pi	pi	NOUN
ajema-8721	197	11	microcontroller	microcontroller	NOUN
ajema-8721	197	12	,	,	PUNCT
ajema-8721	197	13	which	which	PRON
ajema-8721	197	14	is	be	AUX
ajema-8721	197	15	connected	connect	VERB
ajema-8721	197	16	to	to	ADP
ajema-8721	197	17	a	a	DET
ajema-8721	197	18	camera	camera	NOUN
ajema-8721	197	19	module	module	NOUN
ajema-8721	197	20	and	and	CCONJ
ajema-8721	197	21	ultrasonic	ultrasonic	ADJ
ajema-8721	197	22	sensors	sensor	NOUN
ajema-8721	197	23	.	.	PUNCT
ajema-8721	198	1	the	the	DET
ajema-8721	198	2	camera	camera	NOUN
ajema-8721	198	3	constantly	constantly	ADV
ajema-8721	198	4	takes	take	VERB
ajema-8721	198	5	pictures	picture	NOUN
ajema-8721	198	6	of	of	ADP
ajema-8721	198	7	the	the	DET
ajema-8721	198	8	parking	parking	NOUN
ajema-8721	198	9	lot	lot	NOUN
ajema-8721	198	10	,	,	PUNCT
ajema-8721	198	11	and	and	CCONJ
ajema-8721	198	12	the	the	DET
ajema-8721	198	13	sensors	sensor	NOUN
ajema-8721	198	14	notify	notify	VERB
ajema-8721	198	15	the	the	DET
ajema-8721	198	16	camera	camera	NOUN
ajema-8721	198	17	when	when	SCONJ
ajema-8721	198	18	a	a	DET
ajema-8721	198	19	car	car	NOUN
ajema-8721	198	20	is	be	AUX
ajema-8721	198	21	in	in	ADP
ajema-8721	198	22	each	each	DET
ajema-8721	198	23	slot	slot	NOUN
ajema-8721	198	24	[	[	X
ajema-8721	198	25	7	7	NUM
ajema-8721	198	26	]	]	PUNCT
ajema-8721	198	27	.	.	PUNCT
ajema-8721	199	1	this	this	DET
ajema-8721	199	2	method	method	NOUN
ajema-8721	199	3	of	of	ADP
ajema-8721	199	4	collecting	collect	VERB
ajema-8721	199	5	data	datum	NOUN
ajema-8721	199	6	in	in	ADP
ajema-8721	199	7	two	two	NUM
ajema-8721	199	8	ways	way	NOUN
ajema-8721	199	9	ensures	ensure	VERB
ajema-8721	199	10	that	that	SCONJ
ajema-8721	199	11	the	the	DET
ajema-8721	199	12	results	result	NOUN
ajema-8721	199	13	are	be	AUX
ajema-8721	199	14	quite	quite	ADV
ajema-8721	199	15	accurate	accurate	ADJ
ajema-8721	199	16	,	,	PUNCT
ajema-8721	199	17	even	even	ADV
ajema-8721	199	18	when	when	SCONJ
ajema-8721	199	19	visual	visual	ADJ
ajema-8721	199	20	detection	detection	NOUN
ajema-8721	199	21	is	be	AUX
ajema-8721	199	22	challenging	challenge	VERB
ajema-8721	199	23	.	.	PUNCT
ajema-8721	200	1	the	the	DET
ajema-8721	200	2	photos	photo	NOUN
ajema-8721	200	3	are	be	AUX
ajema-8721	200	4	prepared	prepare	VERB
ajema-8721	200	5	for	for	ADP
ajema-8721	200	6	model	model	NOUN
ajema-8721	200	7	training	training	NOUN
ajema-8721	200	8	by	by	ADP
ajema-8721	200	9	scaling	scale	VERB
ajema-8721	200	10	and	and	CCONJ
ajema-8721	200	11	normalising	normalise	VERB
ajema-8721	200	12	http://www/	http://www/	NOUN
ajema-8721	200	13	145	145	NUM
ajema-8721	200	14	journal	journal	NOUN
ajema-8721	200	15	of	of	ADP
ajema-8721	200	16	engineering	engineering	NOUN
ajema-8721	200	17	,	,	PUNCT
ajema-8721	200	18	mechanics	mechanic	NOUN
ajema-8721	200	19	and	and	CCONJ
ajema-8721	200	20	architecture	architecture	NOUN
ajema-8721	200	21	www	www	NOUN
ajema-8721	200	22	.	.	PUNCT
ajema-8721	201	1	grnjournal.us	grnjournal.us	X
ajema-8721	201	2	them	they	PRON
ajema-8721	201	3	and	and	CCONJ
ajema-8721	201	4	adding	add	VERB
ajema-8721	201	5	bounding	bounding	NOUN
ajema-8721	201	6	boxes	box	NOUN
ajema-8721	201	7	around	around	ADP
ajema-8721	201	8	each	each	DET
ajema-8721	201	9	parking	parking	NOUN
ajema-8721	201	10	space	space	NOUN
ajema-8721	201	11	.	.	PUNCT
ajema-8721	202	1	this	this	DET
ajema-8721	202	2	dataset	dataset	NOUN
ajema-8721	202	3	is	be	AUX
ajema-8721	202	4	used	use	VERB
ajema-8721	202	5	to	to	PART
ajema-8721	202	6	train	train	VERB
ajema-8721	202	7	a	a	DET
ajema-8721	202	8	deep	deep	ADJ
ajema-8721	202	9	learning	learning	NOUN
ajema-8721	202	10	model	model	NOUN
ajema-8721	202	11	,	,	PUNCT
ajema-8721	202	12	either	either	CCONJ
ajema-8721	202	13	yolov5	yolov5	NOUN
ajema-8721	202	14	for	for	ADP
ajema-8721	202	15	object	object	NOUN
ajema-8721	202	16	detection	detection	NOUN
ajema-8721	202	17	or	or	CCONJ
ajema-8721	202	18	mobilenetv2	mobilenetv2	NOUN
ajema-8721	202	19	for	for	ADP
ajema-8721	202	20	object	object	NOUN
ajema-8721	202	21	classification	classification	NOUN
ajema-8721	203	1	[	[	X
ajema-8721	203	2	39	39	NUM
ajema-8721	203	3	]	]	PUNCT
ajema-8721	203	4	.	.	PUNCT
ajema-8721	204	1	the	the	DET
ajema-8721	204	2	model	model	NOUN
ajema-8721	204	3	is	be	AUX
ajema-8721	204	4	designed	design	VERB
ajema-8721	204	5	to	to	PART
ajema-8721	204	6	work	work	VERB
ajema-8721	204	7	well	well	ADV
ajema-8721	204	8	on	on	ADP
ajema-8721	204	9	edge	edge	NOUN
ajema-8721	204	10	devices	device	NOUN
ajema-8721	204	11	,	,	PUNCT
ajema-8721	204	12	allowing	allow	VERB
ajema-8721	204	13	it	it	PRON
ajema-8721	204	14	to	to	PART
ajema-8721	204	15	run	run	VERB
ajema-8721	204	16	on	on	ADP
ajema-8721	204	17	the	the	DET
ajema-8721	204	18	raspberry	raspberry	NOUN
ajema-8721	204	19	pi	pi	NOUN
ajema-8721	204	20	with	with	ADP
ajema-8721	204	21	minimal	minimal	ADJ
ajema-8721	204	22	latency	latency	NOUN
ajema-8721	204	23	and	and	CCONJ
ajema-8721	204	24	support	support	VERB
ajema-8721	204	25	real	real	ADJ
ajema-8721	204	26	-	-	PUNCT
ajema-8721	204	27	time	time	NOUN
ajema-8721	204	28	inference	inference	NOUN
ajema-8721	204	29	.	.	PUNCT
ajema-8721	205	1	the	the	DET
ajema-8721	205	2	system	system	NOUN
ajema-8721	205	3	evaluates	evaluate	VERB
ajema-8721	205	4	the	the	DET
ajema-8721	205	5	data	datum	NOUN
ajema-8721	205	6	locally	locally	ADV
ajema-8721	205	7	and	and	CCONJ
ajema-8721	205	8	updates	update	VERB
ajema-8721	205	9	the	the	DET
ajema-8721	205	10	occupancy	occupancy	NOUN
ajema-8721	205	11	state	state	NOUN
ajema-8721	205	12	of	of	ADP
ajema-8721	205	13	the	the	DET
ajema-8721	205	14	slots	slot	NOUN
ajema-8721	205	15	as	as	SCONJ
ajema-8721	205	16	cars	car	NOUN
ajema-8721	205	17	enter	enter	VERB
ajema-8721	205	18	or	or	CCONJ
ajema-8721	205	19	leave	leave	VERB
ajema-8721	205	20	[	[	X
ajema-8721	205	21	46	46	NUM
ajema-8721	205	22	]	]	PUNCT
ajema-8721	205	23	.	.	PUNCT
ajema-8721	206	1	users	user	NOUN
ajema-8721	206	2	can	can	AUX
ajema-8721	206	3	use	use	VERB
ajema-8721	206	4	the	the	DET
ajema-8721	206	5	app	app	NOUN
ajema-8721	206	6	to	to	PART
ajema-8721	206	7	find	find	VERB
ajema-8721	206	8	out	out	ADP
ajema-8721	206	9	whether	whether	SCONJ
ajema-8721	206	10	there	there	PRON
ajema-8721	206	11	are	be	VERB
ajema-8721	206	12	any	any	DET
ajema-8721	206	13	parking	parking	NOUN
ajema-8721	206	14	spots	spot	NOUN
ajema-8721	206	15	available	available	ADJ
ajema-8721	206	16	,	,	PUNCT
ajema-8721	206	17	reserve	reserve	VERB
ajema-8721	206	18	one	one	NUM
ajema-8721	206	19	,	,	PUNCT
ajema-8721	206	20	get	get	VERB
ajema-8721	206	21	directions	direction	NOUN
ajema-8721	206	22	,	,	PUNCT
ajema-8721	206	23	and	and	CCONJ
ajema-8721	206	24	pay	pay	VERB
ajema-8721	206	25	for	for	ADP
ajema-8721	206	26	their	their	PRON
ajema-8721	206	27	parking	parking	NOUN
ajema-8721	206	28	with	with	ADP
ajema-8721	206	29	a	a	DET
ajema-8721	206	30	credit	credit	NOUN
ajema-8721	206	31	card	card	NOUN
ajema-8721	206	32	.	.	PUNCT
ajema-8721	207	1	to	to	PART
ajema-8721	207	2	make	make	VERB
ajema-8721	207	3	training	training	NOUN
ajema-8721	207	4	more	more	ADV
ajema-8721	207	5	efficient	efficient	ADJ
ajema-8721	207	6	and	and	CCONJ
ajema-8721	207	7	prevent	prevent	VERB
ajema-8721	207	8	overfitting	overfitting	NOUN
ajema-8721	207	9	,	,	PUNCT
ajema-8721	207	10	we	we	PRON
ajema-8721	207	11	utilise	utilise	VERB
ajema-8721	207	12	tools	tool	NOUN
ajema-8721	207	13	such	such	ADJ
ajema-8721	207	14	as	as	ADP
ajema-8721	207	15	tensorboard	tensorboard	NOUN
ajema-8721	207	16	and	and	CCONJ
ajema-8721	207	17	early	early	ADJ
ajema-8721	207	18	stopping	stop	VERB
ajema-8721	207	19	callbacks	callback	NOUN
ajema-8721	207	20	[	[	X
ajema-8721	207	21	27	27	NUM
ajema-8721	207	22	]	]	PUNCT
ajema-8721	207	23	.	.	PUNCT
ajema-8721	208	1	this	this	DET
ajema-8721	208	2	architecture	architecture	NOUN
ajema-8721	208	3	ensures	ensure	VERB
ajema-8721	208	4	that	that	SCONJ
ajema-8721	208	5	the	the	DET
ajema-8721	208	6	smart	smart	ADJ
ajema-8721	208	7	parking	parking	NOUN
ajema-8721	208	8	system	system	NOUN
ajema-8721	208	9	is	be	AUX
ajema-8721	208	10	affordable	affordable	ADJ
ajema-8721	208	11	,	,	PUNCT
ajema-8721	208	12	scalable	scalable	ADJ
ajema-8721	208	13	with	with	ADP
ajema-8721	208	14	the	the	DET
ajema-8721	208	15	city	city	NOUN
ajema-8721	208	16	's	's	PART
ajema-8721	208	17	growth	growth	NOUN
ajema-8721	208	18	,	,	PUNCT
ajema-8721	208	19	and	and	CCONJ
ajema-8721	208	20	easy	easy	ADJ
ajema-8721	208	21	to	to	PART
ajema-8721	208	22	use	use	VERB
ajema-8721	208	23	(	(	PUNCT
ajema-8721	208	24	figures	figure	NOUN
ajema-8721	208	25	1	1	NUM
ajema-8721	208	26	to	to	PART
ajema-8721	208	27	figure	figure	VERB
ajema-8721	208	28	3	3	NUM
ajema-8721	208	29	)	)	PUNCT
ajema-8721	208	30	.	.	PUNCT
ajema-8721	209	1	figure	figure	NOUN
ajema-8721	209	2	1	1	NUM
ajema-8721	209	3	.	.	PUNCT
ajema-8721	209	4	system	system	NOUN
ajema-8721	209	5	architecture	architecture	NOUN
ajema-8721	209	6	figure	figure	NOUN
ajema-8721	209	7	2	2	NUM
ajema-8721	209	8	.	.	PUNCT
ajema-8721	209	9	architecture	architecture	NOUN
ajema-8721	209	10	diagram	diagram	NOUN
ajema-8721	209	11	figure	figure	NOUN
ajema-8721	209	12	3	3	NUM
ajema-8721	209	13	.	.	NOUN
ajema-8721	209	14	flow	flow	NOUN
ajema-8721	209	15	diagram	diagram	NOUN
ajema-8721	209	16	http://www/	http://www/	PROPN
ajema-8721	209	17	146	146	NUM
ajema-8721	209	18	journal	journal	NOUN
ajema-8721	209	19	of	of	ADP
ajema-8721	209	20	engineering	engineering	NOUN
ajema-8721	209	21	,	,	PUNCT
ajema-8721	209	22	mechanics	mechanic	NOUN
ajema-8721	209	23	and	and	CCONJ
ajema-8721	209	24	architecture	architecture	NOUN
ajema-8721	209	25	www	www	NOUN
ajema-8721	209	26	.	.	PUNCT
ajema-8721	210	1	grnjournal.us	grnjournal.us	X
ajema-8721	210	2	data	data	NOUN
ajema-8721	210	3	collection	collection	NOUN
ajema-8721	210	4	for	for	ADP
ajema-8721	210	5	our	our	PRON
ajema-8721	210	6	smart	smart	ADJ
ajema-8721	210	7	parking	parking	NOUN
ajema-8721	210	8	management	management	NOUN
ajema-8721	210	9	system	system	NOUN
ajema-8721	210	10	,	,	PUNCT
ajema-8721	210	11	image	image	NOUN
ajema-8721	210	12	data	datum	NOUN
ajema-8721	210	13	was	be	AUX
ajema-8721	210	14	captured	capture	VERB
ajema-8721	210	15	using	use	VERB
ajema-8721	210	16	a	a	DET
ajema-8721	210	17	camera	camera	NOUN
ajema-8721	210	18	module	module	NOUN
ajema-8721	210	19	attached	attach	VERB
ajema-8721	210	20	to	to	ADP
ajema-8721	210	21	a	a	DET
ajema-8721	210	22	raspberry	raspberry	NOUN
ajema-8721	210	23	pi	pi	NOUN
ajema-8721	210	24	.	.	PUNCT
ajema-8721	211	1	the	the	DET
ajema-8721	211	2	device	device	NOUN
ajema-8721	211	3	captures	capture	VERB
ajema-8721	211	4	images	image	NOUN
ajema-8721	211	5	of	of	ADP
ajema-8721	211	6	parking	parking	NOUN
ajema-8721	211	7	spaces	space	NOUN
ajema-8721	211	8	in	in	ADP
ajema-8721	211	9	real	real	ADJ
ajema-8721	211	10	-	-	PUNCT
ajema-8721	211	11	time	time	NOUN
ajema-8721	211	12	to	to	PART
ajema-8721	211	13	track	track	VERB
ajema-8721	211	14	the	the	DET
ajema-8721	211	15	number	number	NOUN
ajema-8721	211	16	of	of	ADP
ajema-8721	211	17	people	people	NOUN
ajema-8721	211	18	using	use	VERB
ajema-8721	211	19	them	they	PRON
ajema-8721	211	20	[	[	X
ajema-8721	211	21	18	18	NUM
ajema-8721	211	22	]	]	PUNCT
ajema-8721	211	23	.	.	PUNCT
ajema-8721	212	1	we	we	PRON
ajema-8721	212	2	temporarily	temporarily	ADV
ajema-8721	212	3	store	store	VERB
ajema-8721	212	4	each	each	DET
ajema-8721	212	5	image	image	NOUN
ajema-8721	212	6	frame	frame	NOUN
ajema-8721	212	7	and	and	CCONJ
ajema-8721	212	8	use	use	VERB
ajema-8721	212	9	object	object	NOUN
ajema-8721	212	10	detection	detection	NOUN
ajema-8721	212	11	methods	method	NOUN
ajema-8721	212	12	to	to	PART
ajema-8721	212	13	figure	figure	VERB
ajema-8721	212	14	out	out	ADP
ajema-8721	212	15	if	if	SCONJ
ajema-8721	212	16	a	a	DET
ajema-8721	212	17	slot	slot	NOUN
ajema-8721	212	18	is	be	AUX
ajema-8721	212	19	empty	empty	ADJ
ajema-8721	212	20	or	or	CCONJ
ajema-8721	212	21	full	full	ADJ
ajema-8721	212	22	.	.	PUNCT
ajema-8721	213	1	along	along	ADP
ajema-8721	213	2	with	with	ADP
ajema-8721	213	3	picture	picture	NOUN
ajema-8721	213	4	data	datum	NOUN
ajema-8721	213	5	,	,	PUNCT
ajema-8721	213	6	readings	reading	NOUN
ajema-8721	213	7	from	from	ADP
ajema-8721	213	8	ultrasonic	ultrasonic	ADJ
ajema-8721	213	9	sensors	sensor	NOUN
ajema-8721	213	10	were	be	AUX
ajema-8721	213	11	also	also	ADV
ajema-8721	213	12	taken	take	VERB
ajema-8721	213	13	to	to	PART
ajema-8721	213	14	confirm	confirm	VERB
ajema-8721	213	15	the	the	DET
ajema-8721	213	16	presence	presence	NOUN
ajema-8721	213	17	of	of	ADP
ajema-8721	213	18	vehicles	vehicle	NOUN
ajema-8721	213	19	[	[	X
ajema-8721	213	20	40	40	NUM
ajema-8721	213	21	]	]	PUNCT
ajema-8721	213	22	.	.	PUNCT
ajema-8721	214	1	this	this	PRON
ajema-8721	214	2	made	make	VERB
ajema-8721	214	3	the	the	DET
ajema-8721	214	4	readings	reading	NOUN
ajema-8721	214	5	more	more	ADV
ajema-8721	214	6	accurate	accurate	ADJ
ajema-8721	214	7	in	in	ADP
ajema-8721	214	8	low	low	ADJ
ajema-8721	214	9	-	-	PUNCT
ajema-8721	214	10	light	light	NOUN
ajema-8721	214	11	or	or	CCONJ
ajema-8721	214	12	obscured	obscure	VERB
ajema-8721	214	13	visibility	visibility	NOUN
ajema-8721	214	14	settings	setting	NOUN
ajema-8721	214	15	.	.	PUNCT
ajema-8721	215	1	the	the	DET
ajema-8721	215	2	dataset	dataset	NOUN
ajema-8721	215	3	that	that	PRON
ajema-8721	215	4	was	be	AUX
ajema-8721	215	5	gathered	gather	VERB
ajema-8721	215	6	has	have	AUX
ajema-8721	215	7	labelled	label	VERB
ajema-8721	215	8	frames	frame	NOUN
ajema-8721	215	9	that	that	PRON
ajema-8721	215	10	show	show	VERB
ajema-8721	215	11	parking	parking	NOUN
ajema-8721	215	12	spot	spot	NOUN
ajema-8721	215	13	ids	id	NOUN
ajema-8721	215	14	and	and	CCONJ
ajema-8721	215	15	whether	whether	SCONJ
ajema-8721	215	16	they	they	PRON
ajema-8721	215	17	are	be	AUX
ajema-8721	215	18	occupied	occupy	VERB
ajema-8721	215	19	or	or	CCONJ
ajema-8721	215	20	empty	empty	ADJ
ajema-8721	215	21	[	[	X
ajema-8721	215	22	3	3	NUM
ajema-8721	215	23	]	]	PUNCT
ajema-8721	215	24	.	.	PUNCT
ajema-8721	216	1	we	we	PRON
ajema-8721	216	2	used	use	VERB
ajema-8721	216	3	this	this	DET
ajema-8721	216	4	labelled	label	VERB
ajema-8721	216	5	data	datum	NOUN
ajema-8721	216	6	to	to	PART
ajema-8721	216	7	teach	teach	VERB
ajema-8721	216	8	the	the	DET
ajema-8721	216	9	object	object	NOUN
ajema-8721	216	10	detection	detection	NOUN
ajema-8721	216	11	model	model	NOUN
ajema-8721	216	12	and	and	CCONJ
ajema-8721	216	13	set	set	VERB
ajema-8721	216	14	the	the	DET
ajema-8721	216	15	ultrasonic	ultrasonic	ADJ
ajema-8721	216	16	sensor	sensor	NOUN
ajema-8721	216	17	thresholds	threshold	VERB
ajema-8721	216	18	.	.	PUNCT
ajema-8721	217	1	the	the	DET
ajema-8721	217	2	gathering	gather	VERB
ajema-8721	217	3	procedure	procedure	NOUN
ajema-8721	217	4	ensured	ensure	VERB
ajema-8721	217	5	that	that	SCONJ
ajema-8721	217	6	the	the	DET
ajema-8721	217	7	model	model	NOUN
ajema-8721	217	8	would	would	AUX
ajema-8721	217	9	work	work	VERB
ajema-8721	217	10	well	well	ADV
ajema-8721	217	11	in	in	ADP
ajema-8721	217	12	the	the	DET
ajema-8721	217	13	real	real	ADJ
ajema-8721	217	14	world	world	NOUN
ajema-8721	217	15	by	by	ADP
ajema-8721	217	16	covering	cover	VERB
ajema-8721	217	17	a	a	DET
ajema-8721	217	18	wide	wide	ADJ
ajema-8721	217	19	range	range	NOUN
ajema-8721	217	20	of	of	ADP
ajema-8721	217	21	environmental	environmental	ADJ
ajema-8721	217	22	situations	situation	NOUN
ajema-8721	217	23	,	,	PUNCT
ajema-8721	217	24	including	include	VERB
ajema-8721	217	25	daytime	daytime	NOUN
ajema-8721	217	26	,	,	PUNCT
ajema-8721	217	27	nighttime	nighttime	NOUN
ajema-8721	217	28	,	,	PUNCT
ajema-8721	217	29	and	and	CCONJ
ajema-8721	217	30	shadows	shadow	NOUN
ajema-8721	217	31	[	[	X
ajema-8721	217	32	29	29	NUM
ajema-8721	217	33	]	]	PUNCT
ajema-8721	217	34	.	.	PUNCT
ajema-8721	218	1	a	a	DET
ajema-8721	218	2	series	series	NOUN
ajema-8721	218	3	of	of	ADP
ajema-8721	218	4	preprocessing	preprocesse	VERB
ajema-8721	218	5	techniques	technique	NOUN
ajema-8721	218	6	was	be	AUX
ajema-8721	218	7	employed	employ	VERB
ajema-8721	218	8	to	to	PART
ajema-8721	218	9	prepare	prepare	VERB
ajema-8721	218	10	the	the	DET
ajema-8721	218	11	image	image	NOUN
ajema-8721	218	12	data	datum	NOUN
ajema-8721	218	13	for	for	ADP
ajema-8721	218	14	model	model	NOUN
ajema-8721	218	15	training	training	NOUN
ajema-8721	218	16	and	and	CCONJ
ajema-8721	218	17	real	real	ADJ
ajema-8721	218	18	-	-	PUNCT
ajema-8721	218	19	time	time	NOUN
ajema-8721	218	20	analysis	analysis	NOUN
ajema-8721	218	21	.	.	PUNCT
ajema-8721	219	1	to	to	PART
ajema-8721	219	2	make	make	VERB
ajema-8721	219	3	the	the	DET
ajema-8721	219	4	input	input	NOUN
ajema-8721	219	5	for	for	ADP
ajema-8721	219	6	the	the	DET
ajema-8721	219	7	model	model	NOUN
ajema-8721	219	8	more	more	ADV
ajema-8721	219	9	consistent	consistent	ADJ
ajema-8721	219	10	,	,	PUNCT
ajema-8721	219	11	each	each	DET
ajema-8721	219	12	image	image	NOUN
ajema-8721	219	13	taken	take	VERB
ajema-8721	219	14	by	by	ADP
ajema-8721	219	15	the	the	DET
ajema-8721	219	16	camera	camera	NOUN
ajema-8721	219	17	module	module	NOUN
ajema-8721	219	18	was	be	AUX
ajema-8721	219	19	enlarged	enlarge	VERB
ajema-8721	219	20	to	to	ADP
ajema-8721	219	21	a	a	DET
ajema-8721	219	22	standard	standard	ADJ
ajema-8721	219	23	resolution	resolution	NOUN
ajema-8721	219	24	,	,	PUNCT
ajema-8721	219	25	such	such	ADJ
ajema-8721	219	26	as	as	ADP
ajema-8721	219	27	224x224	224x224	NUM
ajema-8721	219	28	pixels	pixel	NOUN
ajema-8721	219	29	[	[	X
ajema-8721	219	30	23	23	NUM
ajema-8721	219	31	]	]	PUNCT
ajema-8721	219	32	.	.	PUNCT
ajema-8721	220	1	next	next	ADV
ajema-8721	220	2	,	,	PUNCT
ajema-8721	220	3	pixel	pixel	ADJ
ajema-8721	220	4	normalisation	normalisation	NOUN
ajema-8721	220	5	was	be	AUX
ajema-8721	220	6	used	use	VERB
ajema-8721	220	7	to	to	PART
ajema-8721	220	8	change	change	VERB
ajema-8721	220	9	values	value	NOUN
ajema-8721	220	10	from	from	ADP
ajema-8721	220	11	the	the	DET
ajema-8721	220	12	range	range	NOUN
ajema-8721	220	13	of	of	ADP
ajema-8721	220	14	0–255	0–255	NUM
ajema-8721	220	15	to	to	ADP
ajema-8721	220	16	a	a	DET
ajema-8721	220	17	scale	scale	NOUN
ajema-8721	220	18	of	of	ADP
ajema-8721	220	19	0–1	0–1	NOUN
ajema-8721	220	20	.	.	PUNCT
ajema-8721	221	1	this	this	PRON
ajema-8721	221	2	made	make	VERB
ajema-8721	221	3	the	the	DET
ajema-8721	221	4	training	training	NOUN
ajema-8721	221	5	more	more	ADV
ajema-8721	221	6	stable	stable	ADJ
ajema-8721	221	7	and	and	CCONJ
ajema-8721	221	8	better	well	ADJ
ajema-8721	221	9	.	.	PUNCT
ajema-8721	222	1	next	next	ADV
ajema-8721	222	2	,	,	PUNCT
ajema-8721	222	3	bounding	bounding	NOUN
ajema-8721	222	4	boxes	box	NOUN
ajema-8721	222	5	were	be	AUX
ajema-8721	222	6	drawn	draw	VERB
ajema-8721	222	7	around	around	ADP
ajema-8721	222	8	parking	parking	NOUN
ajema-8721	222	9	spaces	space	NOUN
ajema-8721	222	10	in	in	ADP
ajema-8721	222	11	sample	sample	NOUN
ajema-8721	222	12	frames	frame	NOUN
ajema-8721	222	13	,	,	PUNCT
ajema-8721	222	14	allowing	allow	VERB
ajema-8721	222	15	the	the	DET
ajema-8721	222	16	vehicle	vehicle	NOUN
ajema-8721	222	17	recognition	recognition	NOUN
ajema-8721	222	18	model	model	NOUN
ajema-8721	222	19	to	to	PART
ajema-8721	222	20	be	be	AUX
ajema-8721	222	21	trained	train	VERB
ajema-8721	222	22	using	use	VERB
ajema-8721	222	23	object	object	NOUN
ajema-8721	222	24	detection	detection	NOUN
ajema-8721	222	25	methods	method	NOUN
ajema-8721	222	26	such	such	ADJ
ajema-8721	222	27	as	as	ADP
ajema-8721	222	28	yolo	yolo	NOUN
ajema-8721	222	29	(	(	PUNCT
ajema-8721	222	30	you	you	PRON
ajema-8721	222	31	only	only	ADV
ajema-8721	222	32	look	look	VERB
ajema-8721	222	33	once	once	ADV
ajema-8721	222	34	)	)	PUNCT
ajema-8721	223	1	[	[	X
ajema-8721	223	2	14	14	NUM
ajema-8721	223	3	]	]	PUNCT
ajema-8721	223	4	.	.	PUNCT
ajema-8721	224	1	these	these	DET
ajema-8721	224	2	annotations	annotation	NOUN
ajema-8721	224	3	were	be	AUX
ajema-8721	224	4	converted	convert	VERB
ajema-8721	224	5	into	into	ADP
ajema-8721	224	6	a	a	DET
ajema-8721	224	7	tensor	tensor	NOUN
ajema-8721	224	8	format	format	NOUN
ajema-8721	224	9	to	to	PART
ajema-8721	224	10	enable	enable	VERB
ajema-8721	224	11	quick	quick	ADJ
ajema-8721	224	12	processing	processing	NOUN
ajema-8721	224	13	on	on	ADP
ajema-8721	224	14	a	a	DET
ajema-8721	224	15	gpu	gpu	NOUN
ajema-8721	224	16	during	during	ADP
ajema-8721	224	17	both	both	DET
ajema-8721	224	18	training	training	NOUN
ajema-8721	224	19	and	and	CCONJ
ajema-8721	224	20	inference	inference	NOUN
ajema-8721	224	21	.	.	PUNCT
ajema-8721	225	1	to	to	PART
ajema-8721	225	2	reduce	reduce	VERB
ajema-8721	225	3	noise	noise	NOUN
ajema-8721	225	4	and	and	CCONJ
ajema-8721	225	5	facilitate	facilitate	VERB
ajema-8721	225	6	cross	cross	ADJ
ajema-8721	225	7	-	-	ADJ
ajema-8721	225	8	checking	checking	ADJ
ajema-8721	225	9	of	of	ADP
ajema-8721	225	10	imagebased	imagebase	VERB
ajema-8721	225	11	predictions	prediction	NOUN
ajema-8721	225	12	,	,	PUNCT
ajema-8721	225	13	the	the	DET
ajema-8721	225	14	sensor	sensor	NOUN
ajema-8721	225	15	data	datum	NOUN
ajema-8721	225	16	was	be	AUX
ajema-8721	225	17	filtered	filter	VERB
ajema-8721	225	18	and	and	CCONJ
ajema-8721	225	19	averaged	average	VERB
ajema-8721	225	20	over	over	ADP
ajema-8721	225	21	time	time	NOUN
ajema-8721	225	22	intervals	interval	NOUN
ajema-8721	225	23	.	.	PUNCT
ajema-8721	226	1	we	we	PRON
ajema-8721	226	2	trained	train	VERB
ajema-8721	226	3	the	the	DET
ajema-8721	226	4	object	object	NOUN
ajema-8721	226	5	detection	detection	NOUN
ajema-8721	226	6	model	model	NOUN
ajema-8721	226	7	for	for	ADP
ajema-8721	226	8	40	40	NUM
ajema-8721	226	9	epochs	epoch	NOUN
ajema-8721	226	10	using	use	VERB
ajema-8721	226	11	a	a	DET
ajema-8721	226	12	dataset	dataset	NOUN
ajema-8721	226	13	of	of	ADP
ajema-8721	226	14	labelled	label	VERB
ajema-8721	226	15	parking	parking	NOUN
ajema-8721	226	16	space	space	NOUN
ajema-8721	226	17	photos	photo	NOUN
ajema-8721	226	18	[	[	X
ajema-8721	226	19	6	6	NUM
ajema-8721	226	20	]	]	PUNCT
ajema-8721	226	21	.	.	PUNCT
ajema-8721	227	1	the	the	DET
ajema-8721	227	2	model	model	NOUN
ajema-8721	227	3	learnt	learn	VERB
ajema-8721	227	4	to	to	PART
ajema-8721	227	5	find	find	VERB
ajema-8721	227	6	cars	car	NOUN
ajema-8721	227	7	and	and	CCONJ
ajema-8721	227	8	match	match	VERB
ajema-8721	227	9	them	they	PRON
ajema-8721	227	10	to	to	ADP
ajema-8721	227	11	certain	certain	ADJ
ajema-8721	227	12	slots	slot	NOUN
ajema-8721	227	13	during	during	ADP
ajema-8721	227	14	each	each	DET
ajema-8721	227	15	period	period	NOUN
ajema-8721	227	16	.	.	PUNCT
ajema-8721	228	1	we	we	PRON
ajema-8721	228	2	used	use	VERB
ajema-8721	228	3	a	a	DET
ajema-8721	228	4	gpuenabled	gpuenable	VERB
ajema-8721	228	5	environment	environment	NOUN
ajema-8721	228	6	(	(	PUNCT
ajema-8721	228	7	like	like	ADP
ajema-8721	228	8	google	google	PROPN
ajema-8721	228	9	colab	colab	PROPN
ajema-8721	228	10	)	)	PUNCT
ajema-8721	228	11	to	to	PART
ajema-8721	228	12	speed	speed	VERB
ajema-8721	228	13	up	up	ADP
ajema-8721	228	14	the	the	DET
ajema-8721	228	15	training	training	NOUN
ajema-8721	228	16	process	process	NOUN
ajema-8721	228	17	[	[	X
ajema-8721	228	18	28	28	NUM
ajema-8721	228	19	]	]	PUNCT
ajema-8721	228	20	.	.	PUNCT
ajema-8721	229	1	model	model	NOUN
ajema-8721	229	2	evaluation	evaluation	NOUN
ajema-8721	229	3	was	be	AUX
ajema-8721	229	4	undertaken	undertake	VERB
ajema-8721	229	5	using	use	VERB
ajema-8721	229	6	a	a	DET
ajema-8721	229	7	validation	validation	NOUN
ajema-8721	229	8	set	set	NOUN
ajema-8721	229	9	captured	capture	VERB
ajema-8721	229	10	under	under	ADP
ajema-8721	229	11	diverse	diverse	ADJ
ajema-8721	229	12	lighting	lighting	NOUN
ajema-8721	229	13	and	and	CCONJ
ajema-8721	229	14	weather	weather	NOUN
ajema-8721	229	15	conditions	condition	NOUN
ajema-8721	229	16	to	to	PART
ajema-8721	229	17	emulate	emulate	VERB
ajema-8721	229	18	real	real	ADJ
ajema-8721	229	19	deployment	deployment	NOUN
ajema-8721	229	20	settings	setting	NOUN
ajema-8721	229	21	.	.	PUNCT
ajema-8721	230	1	we	we	PRON
ajema-8721	230	2	maintained	maintain	VERB
ajema-8721	230	3	accurate	accurate	ADJ
ajema-8721	230	4	records	record	NOUN
ajema-8721	230	5	of	of	ADP
ajema-8721	230	6	training	training	NOUN
ajema-8721	230	7	and	and	CCONJ
ajema-8721	230	8	performance	performance	NOUN
ajema-8721	230	9	indicators	indicator	NOUN
ajema-8721	230	10	.	.	PUNCT
ajema-8721	231	1	implementing	implement	VERB
ajema-8721	231	2	and	and	CCONJ
ajema-8721	231	3	testing	test	VERB
ajema-8721	231	4	the	the	DET
ajema-8721	231	5	implementation	implementation	NOUN
ajema-8721	231	6	step	step	NOUN
ajema-8721	231	7	was	be	AUX
ajema-8721	231	8	crucial	crucial	ADJ
ajema-8721	231	9	in	in	ADP
ajema-8721	231	10	transforming	transform	VERB
ajema-8721	231	11	the	the	DET
ajema-8721	231	12	idea	idea	NOUN
ajema-8721	231	13	into	into	ADP
ajema-8721	231	14	a	a	DET
ajema-8721	231	15	functional	functional	ADJ
ajema-8721	231	16	parking	parking	NOUN
ajema-8721	231	17	availability	availability	NOUN
ajema-8721	231	18	detection	detection	NOUN
ajema-8721	231	19	system	system	NOUN
ajema-8721	231	20	that	that	PRON
ajema-8721	231	21	leveraged	leveraged	ADJ
ajema-8721	231	22	image	image	NOUN
ajema-8721	231	23	processing	processing	NOUN
ajema-8721	231	24	and	and	CCONJ
ajema-8721	231	25	deep	deep	ADJ
ajema-8721	231	26	learning	learning	NOUN
ajema-8721	231	27	[	[	X
ajema-8721	231	28	15	15	NUM
ajema-8721	231	29	]	]	PUNCT
ajema-8721	231	30	.	.	PUNCT
ajema-8721	232	1	in	in	ADP
ajema-8721	232	2	this	this	DET
ajema-8721	232	3	phase	phase	NOUN
ajema-8721	232	4	,	,	PUNCT
ajema-8721	232	5	we	we	PRON
ajema-8721	232	6	utilised	utilise	VERB
ajema-8721	232	7	python	python	NOUN
ajema-8721	232	8	and	and	CCONJ
ajema-8721	232	9	tensorflow	tensorflow	NOUN
ajema-8721	232	10	to	to	PART
ajema-8721	232	11	assemble	assemble	VERB
ajema-8721	232	12	various	various	ADJ
ajema-8721	232	13	components	component	NOUN
ajema-8721	232	14	of	of	ADP
ajema-8721	232	15	the	the	DET
ajema-8721	232	16	application	application	NOUN
ajema-8721	232	17	,	,	PUNCT
ajema-8721	232	18	including	include	VERB
ajema-8721	232	19	data	data	NOUN
ajema-8721	232	20	acquisition	acquisition	NOUN
ajema-8721	232	21	,	,	PUNCT
ajema-8721	232	22	preprocessing	preprocessing	NOUN
ajema-8721	232	23	,	,	PUNCT
ajema-8721	232	24	model	model	NOUN
ajema-8721	232	25	selection	selection	NOUN
ajema-8721	232	26	,	,	PUNCT
ajema-8721	232	27	the	the	DET
ajema-8721	232	28	training	training	NOUN
ajema-8721	232	29	pipeline	pipeline	NOUN
ajema-8721	232	30	,	,	PUNCT
ajema-8721	232	31	and	and	CCONJ
ajema-8721	232	32	real	real	ADJ
ajema-8721	232	33	-	-	PUNCT
ajema-8721	232	34	time	time	NOUN
ajema-8721	232	35	inference	inference	NOUN
ajema-8721	232	36	.	.	PUNCT
ajema-8721	233	1	we	we	PRON
ajema-8721	233	2	began	begin	VERB
ajema-8721	233	3	by	by	ADP
ajema-8721	233	4	obtaining	obtain	VERB
ajema-8721	233	5	and	and	CCONJ
ajema-8721	233	6	processing	processing	NOUN
ajema-8721	233	7	parking	parking	NOUN
ajema-8721	233	8	lot	lot	NOUN
ajema-8721	233	9	images	image	NOUN
ajema-8721	233	10	,	,	PUNCT
ajema-8721	233	11	either	either	CCONJ
ajema-8721	233	12	from	from	ADP
ajema-8721	233	13	publicly	publicly	ADV
ajema-8721	233	14	available	available	ADJ
ajema-8721	233	15	datasets	dataset	NOUN
ajema-8721	233	16	or	or	CCONJ
ajema-8721	233	17	a	a	DET
ajema-8721	233	18	new	new	ADJ
ajema-8721	233	19	dataset	dataset	NOUN
ajema-8721	233	20	created	create	VERB
ajema-8721	233	21	using	use	VERB
ajema-8721	233	22	overhead	overhead	ADJ
ajema-8721	233	23	cameras	camera	NOUN
ajema-8721	233	24	.	.	PUNCT
ajema-8721	234	1	each	each	DET
ajema-8721	234	2	parking	parking	NOUN
ajema-8721	234	3	space	space	NOUN
ajema-8721	234	4	was	be	AUX
ajema-8721	234	5	marked	mark	VERB
ajema-8721	234	6	as	as	ADP
ajema-8721	234	7	occupied	occupy	VERB
ajema-8721	234	8	or	or	CCONJ
ajema-8721	234	9	vacant	vacant	ADJ
ajema-8721	234	10	using	use	VERB
ajema-8721	234	11	an	an	DET
ajema-8721	234	12	annotation	annotation	NOUN
ajema-8721	234	13	file	file	NOUN
ajema-8721	234	14	that	that	PRON
ajema-8721	234	15	accompanied	accompany	VERB
ajema-8721	234	16	it	it	PRON
ajema-8721	234	17	.	.	PUNCT
ajema-8721	235	1	we	we	PRON
ajema-8721	235	2	pre	pre	VERB
ajema-8721	235	3	-	-	VERB
ajema-8721	235	4	processed	process	VERB
ajema-8721	235	5	the	the	DET
ajema-8721	235	6	photographs	photograph	NOUN
ajema-8721	235	7	by	by	ADP
ajema-8721	235	8	resizing	resize	VERB
ajema-8721	235	9	all	all	PRON
ajema-8721	235	10	of	of	ADP
ajema-8721	235	11	them	they	PRON
ajema-8721	235	12	to	to	ADP
ajema-8721	235	13	a	a	DET
ajema-8721	235	14	uniform	uniform	ADJ
ajema-8721	235	15	size	size	NOUN
ajema-8721	235	16	of	of	ADP
ajema-8721	235	17	224x224	224x224	NUM
ajema-8721	235	18	pixels	pixel	NOUN
ajema-8721	235	19	,	,	PUNCT
ajema-8721	235	20	ensuring	ensure	VERB
ajema-8721	235	21	they	they	PRON
ajema-8721	235	22	would	would	AUX
ajema-8721	235	23	be	be	AUX
ajema-8721	235	24	compatible	compatible	ADJ
ajema-8721	235	25	with	with	ADP
ajema-8721	235	26	the	the	DET
ajema-8721	235	27	input	input	NOUN
ajema-8721	235	28	layer	layer	NOUN
ajema-8721	235	29	of	of	ADP
ajema-8721	235	30	our	our	PRON
ajema-8721	235	31	model	model	NOUN
ajema-8721	235	32	.	.	PUNCT
ajema-8721	236	1	we	we	PRON
ajema-8721	236	2	also	also	ADV
ajema-8721	236	3	normalised	normalise	VERB
ajema-8721	236	4	the	the	DET
ajema-8721	236	5	pixel	pixel	PROPN
ajema-8721	236	6	values	value	NOUN
ajema-8721	236	7	to	to	ADP
ajema-8721	236	8	a	a	DET
ajema-8721	236	9	range	range	NOUN
ajema-8721	236	10	of	of	ADP
ajema-8721	236	11	[	[	X
ajema-8721	236	12	0	0	NUM
ajema-8721	236	13	,	,	PUNCT
ajema-8721	236	14	1	1	NUM
ajema-8721	236	15	]	]	PUNCT
ajema-8721	236	16	to	to	PART
ajema-8721	236	17	make	make	VERB
ajema-8721	236	18	training	training	NOUN
ajema-8721	236	19	more	more	ADV
ajema-8721	236	20	stable	stable	ADJ
ajema-8721	236	21	and	and	CCONJ
ajema-8721	236	22	help	help	VERB
ajema-8721	236	23	it	it	PRON
ajema-8721	236	24	converge	converge	VERB
ajema-8721	236	25	faster	fast	ADV
ajema-8721	236	26	.	.	PUNCT
ajema-8721	237	1	we	we	PRON
ajema-8721	237	2	used	use	VERB
ajema-8721	237	3	the	the	DET
ajema-8721	237	4	mobilenetv2	mobilenetv2	PROPN
ajema-8721	237	5	architecture	architecture	NOUN
ajema-8721	237	6	for	for	ADP
ajema-8721	237	7	model	model	NOUN
ajema-8721	237	8	creation	creation	NOUN
ajema-8721	237	9	,	,	PUNCT
ajema-8721	237	10	as	as	SCONJ
ajema-8721	237	11	it	it	PRON
ajema-8721	237	12	is	be	AUX
ajema-8721	237	13	efficient	efficient	ADJ
ajema-8721	237	14	and	and	CCONJ
ajema-8721	237	15	highly	highly	ADV
ajema-8721	237	16	accurate	accurate	ADJ
ajema-8721	237	17	for	for	ADP
ajema-8721	237	18	tasks	task	NOUN
ajema-8721	237	19	that	that	PRON
ajema-8721	237	20	involve	involve	VERB
ajema-8721	237	21	images[30	images[30	NOUN
ajema-8721	237	22	]	]	X
ajema-8721	237	23	.	.	PUNCT
ajema-8721	238	1	we	we	PRON
ajema-8721	238	2	utilised	utilise	VERB
ajema-8721	238	3	the	the	DET
ajema-8721	238	4	pre	pre	ADJ
ajema-8721	238	5	-	-	ADJ
ajema-8721	238	6	trained	train	VERB
ajema-8721	238	7	model	model	NOUN
ajema-8721	238	8	from	from	ADP
ajema-8721	238	9	tensorflow	tensorflow	NOUN
ajema-8721	238	10	hub	hub	NOUN
ajema-8721	238	11	as	as	ADP
ajema-8721	238	12	a	a	DET
ajema-8721	238	13	feature	feature	NOUN
ajema-8721	238	14	extractor	extractor	NOUN
ajema-8721	238	15	and	and	CCONJ
ajema-8721	238	16	set	set	VERB
ajema-8721	238	17	it	it	PRON
ajema-8721	238	18	to	to	PART
ajema-8721	238	19	not	not	PART
ajema-8721	238	20	be	be	AUX
ajema-8721	238	21	trainable	trainable	ADJ
ajema-8721	238	22	,	,	PUNCT
ajema-8721	238	23	so	so	SCONJ
ajema-8721	238	24	that	that	SCONJ
ajema-8721	238	25	it	it	PRON
ajema-8721	238	26	could	could	AUX
ajema-8721	238	27	retain	retain	VERB
ajema-8721	238	28	its	its	PRON
ajema-8721	238	29	learnt	learnt	ADJ
ajema-8721	238	30	representations	representation	NOUN
ajema-8721	238	31	.	.	PUNCT
ajema-8721	239	1	for	for	ADP
ajema-8721	239	2	binary	binary	ADJ
ajema-8721	239	3	classification	classification	NOUN
ajema-8721	239	4	—	—	PUNCT
ajema-8721	239	5	predicting	predict	VERB
ajema-8721	239	6	if	if	SCONJ
ajema-8721	239	7	a	a	DET
ajema-8721	239	8	parking	parking	NOUN
ajema-8721	239	9	space	space	NOUN
ajema-8721	239	10	is	be	AUX
ajema-8721	239	11	vacant	vacant	ADJ
ajema-8721	239	12	or	or	CCONJ
ajema-8721	239	13	occupied	occupy	VERB
ajema-8721	239	14	—	—	PUNCT
ajema-8721	239	15	a	a	DET
ajema-8721	239	16	bespoke	bespoke	NOUN
ajema-8721	239	17	classification	classification	NOUN
ajema-8721	239	18	head	head	NOUN
ajema-8721	239	19	with	with	ADP
ajema-8721	239	20	a	a	DET
ajema-8721	239	21	global	global	ADJ
ajema-8721	239	22	average	average	ADJ
ajema-8721	239	23	pooling	pooling	NOUN
ajema-8721	239	24	layer	layer	NOUN
ajema-8721	239	25	and	and	CCONJ
ajema-8721	239	26	a	a	DET
ajema-8721	239	27	dense	dense	ADJ
ajema-8721	239	28	output	output	NOUN
ajema-8721	239	29	layer	layer	NOUN
ajema-8721	239	30	with	with	ADP
ajema-8721	239	31	sigmoid	sigmoid	NOUN
ajema-8721	239	32	activation	activation	NOUN
ajema-8721	239	33	was	be	AUX
ajema-8721	239	34	included	include	VERB
ajema-8721	239	35	[	[	PUNCT
ajema-8721	239	36	47	47	NUM
ajema-8721	239	37	]	]	PUNCT
ajema-8721	239	38	.	.	PUNCT
ajema-8721	240	1	the	the	DET
ajema-8721	240	2	adam	adam	PROPN
ajema-8721	240	3	optimiser	optimiser	PROPN
ajema-8721	240	4	and	and	CCONJ
ajema-8721	240	5	binary	binary	PROPN
ajema-8721	240	6	cross	cross	PROPN
ajema-8721	240	7	-	-	ADJ
ajema-8721	240	8	entropy	entropy	ADJ
ajema-8721	240	9	loss	loss	NOUN
ajema-8721	240	10	function	function	NOUN
ajema-8721	240	11	were	be	AUX
ajema-8721	240	12	used	use	VERB
ajema-8721	240	13	to	to	PART
ajema-8721	240	14	construct	construct	VERB
ajema-8721	240	15	the	the	DET
ajema-8721	240	16	model	model	NOUN
ajema-8721	240	17	[	[	X
ajema-8721	240	18	41	41	NUM
ajema-8721	240	19	]	]	PUNCT
ajema-8721	240	20	.	.	PUNCT
ajema-8721	241	1	this	this	PRON
ajema-8721	241	2	is	be	AUX
ajema-8721	241	3	a	a	DET
ajema-8721	241	4	suitable	suitable	ADJ
ajema-8721	241	5	option	option	NOUN
ajema-8721	241	6	for	for	ADP
ajema-8721	241	7	addressing	address	VERB
ajema-8721	241	8	issues	issue	NOUN
ajema-8721	241	9	involving	involve	VERB
ajema-8721	241	10	two	two	NUM
ajema-8721	241	11	classes	class	NOUN
ajema-8721	241	12	.	.	PUNCT
ajema-8721	242	1	training	training	NOUN
ajema-8721	242	2	was	be	AUX
ajema-8721	242	3	performed	perform	VERB
ajema-8721	242	4	for	for	ADP
ajema-8721	242	5	40	40	NUM
ajema-8721	242	6	epochs	epoch	NOUN
ajema-8721	242	7	with	with	ADP
ajema-8721	242	8	a	a	DET
ajema-8721	242	9	batch	batch	NOUN
ajema-8721	242	10	size	size	NOUN
ajema-8721	242	11	of	of	ADP
ajema-8721	242	12	32	32	NUM
ajema-8721	242	13	.	.	PUNCT
ajema-8721	243	1	we	we	PRON
ajema-8721	243	2	utilised	utilise	VERB
ajema-8721	243	3	callbacks	callback	NOUN
ajema-8721	243	4	,	,	PUNCT
ajema-8721	243	5	such	such	ADJ
ajema-8721	243	6	as	as	ADP
ajema-8721	243	7	early	early	ADJ
ajema-8721	243	8	stopping	stopping	NOUN
ajema-8721	243	9	,	,	PUNCT
ajema-8721	243	10	and	and	CCONJ
ajema-8721	243	11	added	add	VERB
ajema-8721	243	12	tensorboard	tensorboard	NOUN
ajema-8721	243	13	to	to	PART
ajema-8721	243	14	visualise	visualise	VERB
ajema-8721	243	15	the	the	DET
ajema-8721	243	16	performance	performance	NOUN
ajema-8721	243	17	of	of	ADP
ajema-8721	243	18	the	the	DET
ajema-8721	243	19	training	training	NOUN
ajema-8721	243	20	and	and	CCONJ
ajema-8721	243	21	validation	validation	NOUN
ajema-8721	243	22	metrics	metric	NOUN
ajema-8721	243	23	in	in	ADP
ajema-8721	243	24	real	real	ADJ
ajema-8721	243	25	-	-	PUNCT
ajema-8721	243	26	time	time	NOUN
ajema-8721	243	27	[	[	X
ajema-8721	243	28	17	17	NUM
ajema-8721	243	29	]	]	PUNCT
ajema-8721	243	30	.	.	PUNCT
ajema-8721	244	1	this	this	PRON
ajema-8721	244	2	helped	help	VERB
ajema-8721	244	3	us	we	PRON
ajema-8721	244	4	avoid	avoid	VERB
ajema-8721	244	5	overfitting	overfitte	VERB
ajema-8721	244	6	and	and	CCONJ
ajema-8721	244	7	reduce	reduce	VERB
ajema-8721	244	8	unnecessary	unnecessary	ADJ
ajema-8721	244	9	computation	computation	NOUN
ajema-8721	244	10	.	.	PUNCT
ajema-8721	245	1	we	we	PRON
ajema-8721	245	2	used	use	VERB
ajema-8721	245	3	a	a	DET
ajema-8721	245	4	different	different	ADJ
ajema-8721	245	5	validation	validation	NOUN
ajema-8721	245	6	set	set	VERB
ajema-8721	245	7	to	to	PART
ajema-8721	245	8	test	test	VERB
ajema-8721	245	9	the	the	DET
ajema-8721	245	10	model	model	NOUN
ajema-8721	245	11	after	after	SCONJ
ajema-8721	245	12	it	it	PRON
ajema-8721	245	13	was	be	AUX
ajema-8721	245	14	trained	train	VERB
ajema-8721	245	15	.	.	PUNCT
ajema-8721	246	1	we	we	PRON
ajema-8721	246	2	examined	examine	VERB
ajema-8721	246	3	conventional	conventional	ADJ
ajema-8721	246	4	metrics	metric	NOUN
ajema-8721	246	5	,	,	PUNCT
ajema-8721	246	6	including	include	VERB
ajema-8721	246	7	accuracy	accuracy	NOUN
ajema-8721	246	8	,	,	PUNCT
ajema-8721	246	9	precision	precision	NOUN
ajema-8721	246	10	,	,	PUNCT
ajema-8721	246	11	recall	recall	NOUN
ajema-8721	246	12	,	,	PUNCT
ajema-8721	246	13	and	and	CCONJ
ajema-8721	246	14	f1	f1	NOUN
ajema-8721	246	15	-	-	PUNCT
ajema-8721	246	16	score	score	NOUN
ajema-8721	246	17	[	[	X
ajema-8721	246	18	24	24	NUM
ajema-8721	246	19	]	]	PUNCT
ajema-8721	246	20	.	.	PUNCT
ajema-8721	247	1	a	a	DET
ajema-8721	247	2	confusion	confusion	NOUN
ajema-8721	247	3	matrix	matrix	NOUN
ajema-8721	247	4	helped	help	VERB
ajema-8721	247	5	http://www/	http://www/	PROPN
ajema-8721	247	6	147	147	NUM
ajema-8721	247	7	journal	journal	NOUN
ajema-8721	247	8	of	of	ADP
ajema-8721	247	9	engineering	engineering	NOUN
ajema-8721	247	10	,	,	PUNCT
ajema-8721	247	11	mechanics	mechanic	NOUN
ajema-8721	247	12	and	and	CCONJ
ajema-8721	247	13	architecture	architecture	NOUN
ajema-8721	247	14	www	www	NOUN
ajema-8721	247	15	.	.	PUNCT
ajema-8721	248	1	grnjournal.us	grnjournal.us	PRON
ajema-8721	248	2	identify	identify	VERB
ajema-8721	248	3	false	false	ADJ
ajema-8721	248	4	positives	positive	NOUN
ajema-8721	248	5	and	and	CCONJ
ajema-8721	248	6	false	false	ADJ
ajema-8721	248	7	negatives	negative	NOUN
ajema-8721	248	8	,	,	PUNCT
ajema-8721	248	9	indicating	indicate	VERB
ajema-8721	248	10	that	that	SCONJ
ajema-8721	248	11	the	the	DET
ajema-8721	248	12	algorithm	algorithm	NOUN
ajema-8721	248	13	sometimes	sometimes	ADV
ajema-8721	248	14	misclassified	misclassifie	VERB
ajema-8721	248	15	parking	parking	NOUN
ajema-8721	248	16	spaces	space	NOUN
ajema-8721	248	17	that	that	PRON
ajema-8721	248	18	were	be	AUX
ajema-8721	248	19	only	only	ADV
ajema-8721	248	20	partially	partially	ADV
ajema-8721	248	21	visible	visible	ADJ
ajema-8721	248	22	or	or	CCONJ
ajema-8721	248	23	shaded	shaded	ADJ
ajema-8721	248	24	.	.	PUNCT
ajema-8721	249	1	these	these	DET
ajema-8721	249	2	insights	insight	NOUN
ajema-8721	249	3	suggest	suggest	VERB
ajema-8721	249	4	ways	way	NOUN
ajema-8721	249	5	to	to	PART
ajema-8721	249	6	further	far	ADV
ajema-8721	249	7	improve	improve	VERB
ajema-8721	249	8	the	the	DET
ajema-8721	249	9	experience	experience	NOUN
ajema-8721	249	10	,	,	PUNCT
ajema-8721	249	11	including	include	VERB
ajema-8721	249	12	enhancing	enhance	VERB
ajema-8721	249	13	the	the	DET
ajema-8721	249	14	lighting	lighting	NOUN
ajema-8721	249	15	,	,	PUNCT
ajema-8721	249	16	incorporating	incorporate	VERB
ajema-8721	249	17	additional	additional	ADJ
ajema-8721	249	18	data	datum	NOUN
ajema-8721	249	19	,	,	PUNCT
ajema-8721	249	20	or	or	CCONJ
ajema-8721	249	21	utilising	utilise	VERB
ajema-8721	249	22	higher	high	ADJ
ajema-8721	249	23	-	-	PUNCT
ajema-8721	249	24	resolution	resolution	NOUN
ajema-8721	249	25	photographs	photograph	NOUN
ajema-8721	249	26	.	.	PUNCT
ajema-8721	250	1	we	we	PRON
ajema-8721	250	2	also	also	ADV
ajema-8721	250	3	examined	examine	VERB
ajema-8721	250	4	how	how	SCONJ
ajema-8721	250	5	well	well	ADV
ajema-8721	250	6	the	the	DET
ajema-8721	250	7	model	model	NOUN
ajema-8721	250	8	performed	perform	VERB
ajema-8721	250	9	in	in	ADP
ajema-8721	250	10	situations	situation	NOUN
ajema-8721	250	11	where	where	SCONJ
ajema-8721	250	12	it	it	PRON
ajema-8721	250	13	had	have	VERB
ajema-8721	250	14	to	to	PART
ajema-8721	250	15	make	make	VERB
ajema-8721	250	16	decisions	decision	NOUN
ajema-8721	250	17	in	in	ADP
ajema-8721	250	18	real	real	ADJ
ajema-8721	250	19	-	-	PUNCT
ajema-8721	250	20	time	time	NOUN
ajema-8721	250	21	[	[	X
ajema-8721	250	22	4	4	NUM
ajema-8721	250	23	]	]	PUNCT
ajema-8721	250	24	.	.	PUNCT
ajema-8721	251	1	the	the	DET
ajema-8721	251	2	trained	train	VERB
ajema-8721	251	3	model	model	NOUN
ajema-8721	251	4	exhibited	exhibit	VERB
ajema-8721	251	5	minimal	minimal	ADJ
ajema-8721	251	6	latency	latency	NOUN
ajema-8721	251	7	and	and	CCONJ
ajema-8721	251	8	utilised	utilise	VERB
ajema-8721	251	9	resources	resource	NOUN
ajema-8721	251	10	efficiently	efficiently	ADV
ajema-8721	251	11	,	,	PUNCT
ajema-8721	251	12	making	make	VERB
ajema-8721	251	13	it	it	PRON
ajema-8721	251	14	ideal	ideal	ADJ
ajema-8721	251	15	for	for	ADP
ajema-8721	251	16	use	use	NOUN
ajema-8721	251	17	in	in	ADP
ajema-8721	251	18	embedded	embed	VERB
ajema-8721	251	19	systems	system	NOUN
ajema-8721	251	20	or	or	CCONJ
ajema-8721	251	21	edge	edge	NOUN
ajema-8721	251	22	devices	device	NOUN
ajema-8721	251	23	.	.	PUNCT
ajema-8721	252	1	a	a	DET
ajema-8721	252	2	simple	simple	ADJ
ajema-8721	252	3	web	web	NOUN
ajema-8721	252	4	interface	interface	NOUN
ajema-8721	252	5	was	be	AUX
ajema-8721	252	6	made	make	VERB
ajema-8721	252	7	to	to	PART
ajema-8721	252	8	mimic	mimic	VERB
ajema-8721	252	9	live	live	ADJ
ajema-8721	252	10	forecasts	forecast	NOUN
ajema-8721	252	11	.	.	PUNCT
ajema-8721	253	1	this	this	PRON
ajema-8721	253	2	allows	allow	VERB
ajema-8721	253	3	users	user	NOUN
ajema-8721	253	4	to	to	PART
ajema-8721	253	5	upload	upload	VERB
ajema-8721	253	6	a	a	DET
ajema-8721	253	7	picture	picture	NOUN
ajema-8721	253	8	of	of	ADP
ajema-8721	253	9	a	a	DET
ajema-8721	253	10	parking	parking	NOUN
ajema-8721	253	11	lot	lot	NOUN
ajema-8721	253	12	and	and	CCONJ
ajema-8721	253	13	receive	receive	VERB
ajema-8721	253	14	real	real	ADJ
ajema-8721	253	15	-	-	PUNCT
ajema-8721	253	16	time	time	NOUN
ajema-8721	253	17	feedback	feedback	NOUN
ajema-8721	253	18	on	on	ADP
ajema-8721	253	19	the	the	DET
ajema-8721	253	20	number	number	NOUN
ajema-8721	253	21	of	of	ADP
ajema-8721	253	22	available	available	ADJ
ajema-8721	253	23	spaces	space	NOUN
ajema-8721	253	24	[	[	X
ajema-8721	253	25	16	16	NUM
ajema-8721	253	26	]	]	PUNCT
ajema-8721	253	27	.	.	PUNCT
ajema-8721	254	1	in	in	ADP
ajema-8721	254	2	short	short	ADJ
ajema-8721	254	3	,	,	PUNCT
ajema-8721	254	4	the	the	DET
ajema-8721	254	5	implementation	implementation	NOUN
ajema-8721	254	6	and	and	CCONJ
ajema-8721	254	7	testing	testing	NOUN
ajema-8721	254	8	phase	phase	NOUN
ajema-8721	254	9	demonstrated	demonstrate	VERB
ajema-8721	254	10	that	that	SCONJ
ajema-8721	254	11	the	the	DET
ajema-8721	254	12	system	system	NOUN
ajema-8721	254	13	functioned	function	VERB
ajema-8721	254	14	as	as	ADP
ajema-8721	254	15	intended	intend	VERB
ajema-8721	254	16	and	and	CCONJ
ajema-8721	254	17	that	that	SCONJ
ajema-8721	254	18	deep	deep	ADJ
ajema-8721	254	19	learning	learning	NOUN
ajema-8721	254	20	can	can	AUX
ajema-8721	254	21	be	be	AUX
ajema-8721	254	22	utilised	utilise	VERB
ajema-8721	254	23	to	to	PART
ajema-8721	254	24	track	track	VERB
ajema-8721	254	25	parking	parking	NOUN
ajema-8721	254	26	availability	availability	NOUN
ajema-8721	254	27	in	in	ADP
ajema-8721	254	28	real	real	ADJ
ajema-8721	254	29	-	-	PUNCT
ajema-8721	254	30	time	time	NOUN
ajema-8721	254	31	.	.	PUNCT
ajema-8721	255	1	testing	test	VERB
ajema-8721	255	2	the	the	DET
ajema-8721	255	3	system	system	NOUN
ajema-8721	255	4	:	:	PUNCT
ajema-8721	255	5	system	system	NOUN
ajema-8721	255	6	testing	testing	NOUN
ajema-8721	255	7	ensures	ensure	VERB
ajema-8721	255	8	that	that	SCONJ
ajema-8721	255	9	the	the	DET
ajema-8721	255	10	entire	entire	ADJ
ajema-8721	255	11	parking	parking	NOUN
ajema-8721	255	12	availability	availability	NOUN
ajema-8721	255	13	monitoring	monitoring	NOUN
ajema-8721	255	14	system	system	NOUN
ajema-8721	255	15	functions	function	NOUN
ajema-8721	255	16	as	as	SCONJ
ajema-8721	255	17	intended	intend	VERB
ajema-8721	255	18	in	in	ADP
ajema-8721	255	19	real	real	ADJ
ajema-8721	255	20	-	-	PUNCT
ajema-8721	255	21	time	time	NOUN
ajema-8721	255	22	situations	situation	NOUN
ajema-8721	255	23	.	.	PUNCT
ajema-8721	256	1	it	it	PRON
ajema-8721	256	2	checks	check	VERB
ajema-8721	256	3	that	that	SCONJ
ajema-8721	256	4	all	all	DET
ajema-8721	256	5	the	the	DET
ajema-8721	256	6	parts	part	NOUN
ajema-8721	256	7	work	work	VERB
ajema-8721	256	8	together	together	ADV
ajema-8721	256	9	and	and	CCONJ
ajema-8721	256	10	can	can	AUX
ajema-8721	256	11	accurately	accurately	ADV
ajema-8721	256	12	find	find	VERB
ajema-8721	256	13	parking	parking	NOUN
ajema-8721	256	14	spots	spot	NOUN
ajema-8721	256	15	(	(	PUNCT
ajema-8721	256	16	table	table	NOUN
ajema-8721	256	17	1	1	NUM
ajema-8721	256	18	)	)	PUNCT
ajema-8721	257	1	[	[	X
ajema-8721	257	2	5	5	NUM
ajema-8721	257	3	]	]	PUNCT
ajema-8721	257	4	.	.	PUNCT
ajema-8721	258	1	this	this	PRON
ajema-8721	258	2	includes	include	VERB
ajema-8721	258	3	the	the	DET
ajema-8721	258	4	camera	camera	NOUN
ajema-8721	258	5	modules	module	NOUN
ajema-8721	258	6	,	,	PUNCT
ajema-8721	258	7	object	object	VERB
ajema-8721	258	8	detection	detection	NOUN
ajema-8721	258	9	and	and	CCONJ
ajema-8721	258	10	classification	classification	NOUN
ajema-8721	258	11	algorithms	algorithm	NOUN
ajema-8721	258	12	,	,	PUNCT
ajema-8721	258	13	data	datum	NOUN
ajema-8721	258	14	storage	storage	NOUN
ajema-8721	258	15	,	,	PUNCT
ajema-8721	258	16	and	and	CCONJ
ajema-8721	258	17	the	the	DET
ajema-8721	258	18	mobile	mobile	ADJ
ajema-8721	258	19	app	app	PROPN
ajema-8721	258	20	.	.	PUNCT
ajema-8721	259	1	unit	unit	NOUN
ajema-8721	259	2	testing	testing	NOUN
ajema-8721	259	3	table	table	NOUN
ajema-8721	259	4	1	1	NUM
ajema-8721	259	5	.	.	PUNCT
ajema-8721	259	6	unit	unit	NOUN
ajema-8721	259	7	testing	testing	NOUN
ajema-8721	259	8	.	.	PUNCT
ajema-8721	260	1	module	module	NOUN
ajema-8721	260	2	test	test	NOUN
ajema-8721	260	3	case	case	NOUN
ajema-8721	260	4	expected	expect	VERB
ajema-8721	260	5	output	output	NOUN
ajema-8721	260	6	status	status	NOUN
ajema-8721	260	7	camera	camera	NOUN
ajema-8721	260	8	module	module	NOUN
ajema-8721	260	9	capture	capture	NOUN
ajema-8721	260	10	image	image	NOUN
ajema-8721	260	11	clear	clear	ADJ
ajema-8721	260	12	image	image	NOUN
ajema-8721	260	13	of	of	ADP
ajema-8721	260	14	the	the	DET
ajema-8721	260	15	parking	parking	NOUN
ajema-8721	260	16	area	area	NOUN
ajema-8721	260	17	passed	pass	VERB
ajema-8721	260	18	object	object	NOUN
ajema-8721	260	19	detection	detection	NOUN
ajema-8721	260	20	identify	identify	VERB
ajema-8721	260	21	vehicles	vehicle	NOUN
ajema-8721	260	22	in	in	ADP
ajema-8721	260	23	frame	frame	NOUN
ajema-8721	260	24	bounding	bounding	NOUN
ajema-8721	260	25	boxes	box	NOUN
ajema-8721	260	26	around	around	ADP
ajema-8721	260	27	vehicles	vehicle	NOUN
ajema-8721	260	28	passed	pass	VERB
ajema-8721	260	29	classifier	classifier	NOUN
ajema-8721	260	30	determine	determine	NOUN
ajema-8721	260	31	slot	slot	NOUN
ajema-8721	260	32	status	status	NOUN
ajema-8721	260	33	"	"	PUNCT
ajema-8721	260	34	occupied	occupy	VERB
ajema-8721	260	35	"	"	PUNCT
ajema-8721	260	36	or	or	CCONJ
ajema-8721	260	37	"	"	PUNCT
ajema-8721	260	38	free	free	ADJ
ajema-8721	260	39	"	"	PUNCT
ajema-8721	260	40	label	label	NOUN
ajema-8721	260	41	passed	pass	VERB
ajema-8721	260	42	integration	integration	NOUN
ajema-8721	260	43	testing	testing	NOUN
ajema-8721	260	44	:	:	PUNCT
ajema-8721	260	45	we	we	PRON
ajema-8721	260	46	tested	test	VERB
ajema-8721	260	47	modules	module	NOUN
ajema-8721	260	48	such	such	ADJ
ajema-8721	260	49	as	as	ADP
ajema-8721	260	50	image	image	NOUN
ajema-8721	260	51	processing	processing	NOUN
ajema-8721	260	52	,	,	PUNCT
ajema-8721	260	53	firebase	firebase	NOUN
ajema-8721	260	54	integration	integration	NOUN
ajema-8721	260	55	,	,	PUNCT
ajema-8721	260	56	and	and	CCONJ
ajema-8721	260	57	mobile	mobile	ADJ
ajema-8721	260	58	app	app	NOUN
ajema-8721	260	59	interfaces	interface	NOUN
ajema-8721	260	60	together	together	ADV
ajema-8721	260	61	to	to	PART
ajema-8721	260	62	ensure	ensure	VERB
ajema-8721	260	63	the	the	DET
ajema-8721	260	64	entire	entire	ADJ
ajema-8721	260	65	workflow	workflow	NOUN
ajema-8721	260	66	functioned	function	VERB
ajema-8721	260	67	correctly	correctly	ADV
ajema-8721	260	68	(	(	PUNCT
ajema-8721	260	69	table	table	NOUN
ajema-8721	260	70	2	2	NUM
ajema-8721	260	71	)	)	PUNCT
ajema-8721	260	72	.	.	PUNCT
ajema-8721	261	1	table	table	NOUN
ajema-8721	261	2	2	2	NUM
ajema-8721	261	3	.	.	PUNCT
ajema-8721	261	4	integration	integration	NOUN
ajema-8721	261	5	testing	testing	NOUN
ajema-8721	261	6	test	test	NOUN
ajema-8721	261	7	case	case	NOUN
ajema-8721	261	8	result	result	VERB
ajema-8721	261	9	image	image	NOUN
ajema-8721	261	10	captured	capture	VERB
ajema-8721	261	11	→	→	PUNCT
ajema-8721	261	12	sent	send	VERB
ajema-8721	261	13	to	to	ADP
ajema-8721	261	14	detection	detection	NOUN
ajema-8721	261	15	.	.	PUNCT
ajema-8721	262	1	success	success	NOUN
ajema-8721	262	2	detected	detect	VERB
ajema-8721	262	3	output	output	NOUN
ajema-8721	262	4	→	→	SYM
ajema-8721	262	5	classifier	classifier	NOUN
ajema-8721	262	6	→	→	SYM
ajema-8721	262	7	cloud	cloud	NOUN
ajema-8721	262	8	successfully	successfully	ADV
ajema-8721	262	9	updated	update	VERB
ajema-8721	262	10	the	the	DET
ajema-8721	262	11	app	app	NOUN
ajema-8721	262	12	reads	read	VERB
ajema-8721	262	13	from	from	ADP
ajema-8721	262	14	the	the	DET
ajema-8721	262	15	cloud	cloud	NOUN
ajema-8721	262	16	and	and	CCONJ
ajema-8721	262	17	displays	display	VERB
ajema-8721	262	18	the	the	DET
ajema-8721	262	19	status	status	NOUN
ajema-8721	262	20	.	.	PUNCT
ajema-8721	263	1	status	status	NOUN
ajema-8721	263	2	correctly	correctly	ADV
ajema-8721	263	3	shown	show	VERB
ajema-8721	263	4	functional	functional	ADJ
ajema-8721	263	5	testing	testing	NOUN
ajema-8721	263	6	:	:	PUNCT
ajema-8721	263	7	functional	functional	ADJ
ajema-8721	263	8	testing	testing	NOUN
ajema-8721	263	9	confirmed	confirm	VERB
ajema-8721	263	10	that	that	SCONJ
ajema-8721	263	11	the	the	DET
ajema-8721	263	12	system	system	NOUN
ajema-8721	263	13	meets	meet	VERB
ajema-8721	263	14	the	the	DET
ajema-8721	263	15	functional	functional	ADJ
ajema-8721	263	16	criteria	criterion	NOUN
ajema-8721	263	17	,	,	PUNCT
ajema-8721	263	18	including	include	VERB
ajema-8721	263	19	parking	parking	NOUN
ajema-8721	263	20	detection	detection	NOUN
ajema-8721	263	21	and	and	CCONJ
ajema-8721	263	22	user	user	NOUN
ajema-8721	263	23	notifications	notification	NOUN
ajema-8721	263	24	(	(	PUNCT
ajema-8721	263	25	table	table	NOUN
ajema-8721	263	26	3	3	NUM
ajema-8721	263	27	)	)	PUNCT
ajema-8721	264	1	[	[	X
ajema-8721	264	2	31	31	NUM
ajema-8721	264	3	]	]	PUNCT
ajema-8721	264	4	.	.	PUNCT
ajema-8721	264	5	table	table	NOUN
ajema-8721	264	6	3	3	NUM
ajema-8721	264	7	.	.	X
ajema-8721	264	8	functional	functional	ADJ
ajema-8721	264	9	testing	testing	NOUN
ajema-8721	264	10	functionality	functionality	NOUN
ajema-8721	264	11	result	result	NOUN
ajema-8721	264	12	detect	detect	VERB
ajema-8721	264	13	vacant	vacant	ADJ
ajema-8721	264	14	/	/	SYM
ajema-8721	264	15	occupied	occupy	VERB
ajema-8721	264	16	slots	slot	NOUN
ajema-8721	264	17	.	.	PUNCT
ajema-8721	265	1	accurate	accurate	ADJ
ajema-8721	265	2	(	(	PUNCT
ajema-8721	265	3	≥90	≥90	NUM
ajema-8721	265	4	%	%	NOUN
ajema-8721	265	5	)	)	PUNCT
ajema-8721	265	6	real	real	ADJ
ajema-8721	265	7	-	-	PUNCT
ajema-8721	265	8	time	time	NOUN
ajema-8721	265	9	update	update	NOUN
ajema-8721	265	10	to	to	ADP
ajema-8721	265	11	working	work	VERB
ajema-8721	265	12	http://www/	http://www/	X
ajema-8721	265	13	148	148	NUM
ajema-8721	265	14	journal	journal	NOUN
ajema-8721	265	15	of	of	ADP
ajema-8721	265	16	engineering	engineering	NOUN
ajema-8721	265	17	,	,	PUNCT
ajema-8721	265	18	mechanics	mechanic	NOUN
ajema-8721	265	19	and	and	CCONJ
ajema-8721	265	20	architecture	architecture	NOUN
ajema-8721	265	21	www	www	NOUN
ajema-8721	265	22	.	.	PUNCT
ajema-8721	266	1	grnjournal.us	grnjournal.us	X
ajema-8721	266	2	firebase	firebase	PROPN
ajema-8721	266	3	user	user	NOUN
ajema-8721	266	4	views	view	VERB
ajema-8721	266	5	status	status	NOUN
ajema-8721	266	6	on	on	ADP
ajema-8721	266	7	mobile	mobile	NOUN
ajema-8721	266	8	.	.	PUNCT
ajema-8721	267	1	working	work	VERB
ajema-8721	267	2	qr	qr	PROPN
ajema-8721	267	3	payment	payment	NOUN
ajema-8721	267	4	and	and	CCONJ
ajema-8721	267	5	exit	exit	NOUN
ajema-8721	267	6	validation	validation	NOUN
ajema-8721	267	7	working	work	VERB
ajema-8721	267	8	test	test	NOUN
ajema-8721	267	9	result	result	VERB
ajema-8721	267	10	•	•	ADP
ajema-8721	267	11	accuracy	accuracy	NOUN
ajema-8721	267	12	:	:	PUNCT
ajema-8721	267	13	91	91	NUM
ajema-8721	267	14	%	%	NOUN
ajema-8721	267	15	average	average	ADJ
ajema-8721	267	16	detection	detection	NOUN
ajema-8721	267	17	accuracy	accuracy	NOUN
ajema-8721	267	18	using	use	VERB
ajema-8721	267	19	mask	mask	NOUN
ajema-8721	267	20	r	r	PROPN
ajema-8721	267	21	-	-	PUNCT
ajema-8721	267	22	cnn	cnn	PROPN
ajema-8721	267	23	.	.	PROPN
ajema-8721	268	1	•	•	NUM
ajema-8721	268	2	latency	latency	NOUN
ajema-8721	268	3	:	:	PUNCT
ajema-8721	268	4	average	average	ADJ
ajema-8721	268	5	image	image	NOUN
ajema-8721	268	6	-	-	PUNCT
ajema-8721	268	7	to	to	ADP
ajema-8721	268	8	-	-	PUNCT
ajema-8721	268	9	output	output	NOUN
ajema-8721	268	10	response	response	NOUN
ajema-8721	268	11	time	time	NOUN
ajema-8721	268	12	:	:	PUNCT
ajema-8721	268	13	~1.8	~1.8	PUNCT
ajema-8721	268	14	seconds	second	NOUN
ajema-8721	268	15	.	.	NOUN
ajema-8721	269	1	•	•	NOUN
ajema-8721	269	2	reliability	reliability	NOUN
ajema-8721	269	3	:	:	PUNCT
ajema-8721	269	4	no	no	DET
ajema-8721	269	5	system	system	NOUN
ajema-8721	269	6	crashes	crash	VERB
ajema-8721	269	7	or	or	CCONJ
ajema-8721	269	8	data	data	NOUN
ajema-8721	269	9	mismatches	mismatch	NOUN
ajema-8721	269	10	during	during	ADP
ajema-8721	269	11	100	100	NUM
ajema-8721	269	12	test	test	NOUN
ajema-8721	269	13	cycles	cycle	NOUN
ajema-8721	269	14	.	.	PUNCT
ajema-8721	270	1	•	•	NUM
ajema-8721	270	2	user	user	NOUN
ajema-8721	270	3	feedback	feedback	NOUN
ajema-8721	270	4	:	:	PUNCT
ajema-8721	270	5	positive	positive	ADJ
ajema-8721	270	6	feedback	feedback	NOUN
ajema-8721	270	7	on	on	ADP
ajema-8721	270	8	app	app	NOUN
ajema-8721	270	9	responsiveness	responsiveness	NOUN
ajema-8721	270	10	and	and	CCONJ
ajema-8721	270	11	ease	ease	NOUN
ajema-8721	270	12	of	of	ADP
ajema-8721	270	13	use	use	NOUN
ajema-8721	270	14	.	.	PUNCT
ajema-8721	271	1	results	result	NOUN
ajema-8721	271	2	and	and	CCONJ
ajema-8721	271	3	discussions	discussion	NOUN
ajema-8721	271	4	the	the	DET
ajema-8721	271	5	system	system	NOUN
ajema-8721	271	6	was	be	AUX
ajema-8721	271	7	very	very	ADV
ajema-8721	271	8	efficient	efficient	ADJ
ajema-8721	271	9	in	in	ADP
ajema-8721	271	10	both	both	PRON
ajema-8721	271	11	learning	learn	VERB
ajema-8721	271	12	performance	performance	NOUN
ajema-8721	271	13	and	and	CCONJ
ajema-8721	271	14	the	the	DET
ajema-8721	271	15	amount	amount	NOUN
ajema-8721	271	16	of	of	ADP
ajema-8721	271	17	computing	compute	VERB
ajema-8721	271	18	power	power	NOUN
ajema-8721	271	19	it	it	PRON
ajema-8721	271	20	used	use	VERB
ajema-8721	271	21	.	.	PUNCT
ajema-8721	272	1	the	the	DET
ajema-8721	272	2	training	training	NOUN
ajema-8721	272	3	curves	curve	NOUN
ajema-8721	272	4	exhibited	exhibit	VERB
ajema-8721	272	5	smooth	smooth	ADJ
ajema-8721	272	6	and	and	CCONJ
ajema-8721	272	7	steady	steady	ADJ
ajema-8721	272	8	convergence	convergence	NOUN
ajema-8721	272	9	,	,	PUNCT
ajema-8721	272	10	with	with	ADP
ajema-8721	272	11	the	the	DET
ajema-8721	272	12	loss	loss	NOUN
ajema-8721	272	13	decreasing	decrease	VERB
ajema-8721	272	14	over	over	ADP
ajema-8721	272	15	epochs	epoch	NOUN
ajema-8721	272	16	and	and	CCONJ
ajema-8721	272	17	the	the	DET
ajema-8721	272	18	validation	validation	NOUN
ajema-8721	272	19	accuracy	accuracy	NOUN
ajema-8721	272	20	increasing	increase	VERB
ajema-8721	272	21	consistently	consistently	ADV
ajema-8721	272	22	.	.	PUNCT
ajema-8721	273	1	earlystopping	earlystoppe	VERB
ajema-8721	273	2	stopped	stop	VERB
ajema-8721	273	3	the	the	DET
ajema-8721	273	4	training	training	NOUN
ajema-8721	273	5	at	at	ADP
ajema-8721	273	6	the	the	DET
ajema-8721	273	7	right	right	ADJ
ajema-8721	273	8	time	time	NOUN
ajema-8721	273	9	to	to	PART
ajema-8721	273	10	avoid	avoid	VERB
ajema-8721	273	11	overfitting	overfitte	VERB
ajema-8721	273	12	and	and	CCONJ
ajema-8721	273	13	conserve	conserve	VERB
ajema-8721	273	14	computing	computing	NOUN
ajema-8721	273	15	power	power	NOUN
ajema-8721	273	16	.	.	PUNCT
ajema-8721	274	1	the	the	DET
ajema-8721	274	2	speed	speed	NOUN
ajema-8721	274	3	of	of	ADP
ajema-8721	274	4	the	the	DET
ajema-8721	274	5	inference	inference	NOUN
ajema-8721	274	6	was	be	AUX
ajema-8721	274	7	also	also	ADV
ajema-8721	274	8	promising	promise	VERB
ajema-8721	274	9	.	.	PUNCT
ajema-8721	275	1	the	the	DET
ajema-8721	275	2	technology	technology	NOUN
ajema-8721	275	3	can	can	AUX
ajema-8721	275	4	be	be	AUX
ajema-8721	275	5	utilised	utilise	VERB
ajema-8721	275	6	for	for	ADP
ajema-8721	275	7	real	real	ADJ
ajema-8721	275	8	-	-	PUNCT
ajema-8721	275	9	time	time	NOUN
ajema-8721	275	10	applications	application	NOUN
ajema-8721	275	11	,	,	PUNCT
ajema-8721	275	12	such	such	ADJ
ajema-8721	275	13	as	as	ADP
ajema-8721	275	14	smart	smart	ADJ
ajema-8721	275	15	parking	parking	NOUN
ajema-8721	275	16	systems	system	NOUN
ajema-8721	275	17	,	,	PUNCT
ajema-8721	275	18	as	as	SCONJ
ajema-8721	275	19	it	it	PRON
ajema-8721	275	20	processes	process	VERB
ajema-8721	275	21	each	each	DET
ajema-8721	275	22	image	image	NOUN
ajema-8721	275	23	in	in	ADP
ajema-8721	275	24	under	under	ADP
ajema-8721	275	25	a	a	DET
ajema-8721	275	26	second	second	NOUN
ajema-8721	275	27	.	.	PUNCT
ajema-8721	276	1	the	the	DET
ajema-8721	276	2	lightweight	lightweight	ADJ
ajema-8721	276	3	mobilenetv2	mobilenetv2	PROPN
ajema-8721	276	4	architecture	architecture	NOUN
ajema-8721	276	5	enables	enable	VERB
ajema-8721	276	6	quick	quick	ADJ
ajema-8721	276	7	inference	inference	NOUN
ajema-8721	276	8	and	and	CCONJ
ajema-8721	276	9	minimal	minimal	ADJ
ajema-8721	276	10	memory	memory	NOUN
ajema-8721	276	11	usage	usage	NOUN
ajema-8721	276	12	,	,	PUNCT
ajema-8721	276	13	which	which	PRON
ajema-8721	276	14	is	be	AUX
ajema-8721	276	15	crucial	crucial	ADJ
ajema-8721	276	16	for	for	ADP
ajema-8721	276	17	embedded	embed	VERB
ajema-8721	276	18	systems	system	NOUN
ajema-8721	276	19	like	like	ADP
ajema-8721	276	20	parking	parking	NOUN
ajema-8721	276	21	monitors	monitor	NOUN
ajema-8721	276	22	that	that	PRON
ajema-8721	276	23	utilise	utilise	VERB
ajema-8721	276	24	raspberry	raspberry	NOUN
ajema-8721	276	25	pi	pi	NOUN
ajema-8721	276	26	.	.	PUNCT
ajema-8721	277	1	the	the	DET
ajema-8721	277	2	preparation	preparation	NOUN
ajema-8721	277	3	pipeline	pipeline	NOUN
ajema-8721	277	4	,	,	PUNCT
ajema-8721	277	5	which	which	PRON
ajema-8721	277	6	included	include	VERB
ajema-8721	277	7	shrinking	shrink	VERB
ajema-8721	277	8	and	and	CCONJ
ajema-8721	277	9	normalising	normalising	ADJ
ajema-8721	277	10	images	image	NOUN
ajema-8721	277	11	,	,	PUNCT
ajema-8721	277	12	made	make	VERB
ajema-8721	277	13	training	training	NOUN
ajema-8721	277	14	faster	fast	ADV
ajema-8721	277	15	and	and	CCONJ
ajema-8721	277	16	used	use	VERB
ajema-8721	277	17	less	less	ADJ
ajema-8721	277	18	memory	memory	NOUN
ajema-8721	277	19	.	.	PUNCT
ajema-8721	278	1	dividing	divide	VERB
ajema-8721	278	2	photos	photo	NOUN
ajema-8721	278	3	into	into	ADP
ajema-8721	278	4	groups	group	NOUN
ajema-8721	278	5	of	of	ADP
ajema-8721	278	6	32	32	NUM
ajema-8721	278	7	made	make	VERB
ajema-8721	278	8	the	the	DET
ajema-8721	278	9	training	training	NOUN
ajema-8721	278	10	process	process	NOUN
ajema-8721	278	11	faster	fast	ADV
ajema-8721	278	12	and	and	CCONJ
ajema-8721	278	13	kept	keep	VERB
ajema-8721	278	14	the	the	DET
ajema-8721	278	15	gpu	gpu	NOUN
ajema-8721	278	16	working	work	VERB
ajema-8721	278	17	efficiently	efficiently	ADV
ajema-8721	278	18	.	.	PUNCT
ajema-8721	279	1	we	we	PRON
ajema-8721	279	2	used	use	VERB
ajema-8721	279	3	tensorboard	tensorboard	ADJ
ajema-8721	279	4	visualisations	visualisation	NOUN
ajema-8721	279	5	to	to	PART
ajema-8721	279	6	monitor	monitor	VERB
ajema-8721	279	7	the	the	DET
ajema-8721	279	8	model	model	NOUN
ajema-8721	279	9	's	's	PART
ajema-8721	279	10	performance	performance	NOUN
ajema-8721	279	11	during	during	ADP
ajema-8721	279	12	training	training	NOUN
ajema-8721	279	13	.	.	PUNCT
ajema-8721	280	1	the	the	DET
ajema-8721	280	2	validation	validation	NOUN
ajema-8721	280	3	measures	measure	NOUN
ajema-8721	280	4	indicated	indicate	VERB
ajema-8721	280	5	that	that	SCONJ
ajema-8721	280	6	the	the	DET
ajema-8721	280	7	model	model	NOUN
ajema-8721	280	8	was	be	AUX
ajema-8721	280	9	learning	learn	VERB
ajema-8721	280	10	effectively	effectively	ADV
ajema-8721	280	11	,	,	PUNCT
ajema-8721	280	12	as	as	SCONJ
ajema-8721	280	13	there	there	PRON
ajema-8721	280	14	were	be	VERB
ajema-8721	280	15	no	no	DET
ajema-8721	280	16	unusual	unusual	ADJ
ajema-8721	280	17	spikes	spike	NOUN
ajema-8721	280	18	.	.	PUNCT
ajema-8721	281	1	this	this	PRON
ajema-8721	281	2	meant	mean	VERB
ajema-8721	281	3	that	that	SCONJ
ajema-8721	281	4	it	it	PRON
ajema-8721	281	5	was	be	AUX
ajema-8721	281	6	not	not	PART
ajema-8721	281	7	underfitting	underfitte	VERB
ajema-8721	281	8	or	or	CCONJ
ajema-8721	281	9	overfitting	overfitting	NOUN
ajema-8721	281	10	.	.	PUNCT
ajema-8721	282	1	comparison	comparison	NOUN
ajema-8721	282	2	with	with	ADP
ajema-8721	282	3	existing	exist	VERB
ajema-8721	282	4	methods	method	NOUN
ajema-8721	282	5	the	the	DET
ajema-8721	282	6	suggested	suggest	VERB
ajema-8721	282	7	system	system	NOUN
ajema-8721	282	8	offers	offer	VERB
ajema-8721	282	9	several	several	ADJ
ajema-8721	282	10	benefits	benefit	NOUN
ajema-8721	282	11	over	over	ADP
ajema-8721	282	12	standard	standard	ADJ
ajema-8721	282	13	parking	parking	NOUN
ajema-8721	282	14	detection	detection	NOUN
ajema-8721	282	15	systems	system	NOUN
ajema-8721	282	16	,	,	PUNCT
ajema-8721	282	17	including	include	VERB
ajema-8721	282	18	sensors	sensor	NOUN
ajema-8721	282	19	or	or	CCONJ
ajema-8721	282	20	loop	loop	NOUN
ajema-8721	282	21	detectors	detector	NOUN
ajema-8721	282	22	.	.	PUNCT
ajema-8721	283	1	sensor	sensor	NOUN
ajema-8721	283	2	-	-	PUNCT
ajema-8721	283	3	based	base	VERB
ajema-8721	283	4	systems	system	NOUN
ajema-8721	283	5	often	often	ADV
ajema-8721	283	6	require	require	VERB
ajema-8721	283	7	expensive	expensive	ADJ
ajema-8721	283	8	infrastructure	infrastructure	NOUN
ajema-8721	283	9	and	and	CCONJ
ajema-8721	283	10	ongoing	ongoing	ADJ
ajema-8721	283	11	maintenance	maintenance	NOUN
ajema-8721	283	12	[	[	X
ajema-8721	283	13	102	102	NUM
ajema-8721	283	14	]	]	PUNCT
ajema-8721	283	15	.	.	PUNCT
ajema-8721	284	1	our	our	PRON
ajema-8721	284	2	image	image	NOUN
ajema-8721	284	3	-	-	PUNCT
ajema-8721	284	4	based	base	VERB
ajema-8721	284	5	solution	solution	NOUN
ajema-8721	284	6	,	,	PUNCT
ajema-8721	284	7	on	on	ADP
ajema-8721	284	8	the	the	DET
ajema-8721	284	9	other	other	ADJ
ajema-8721	284	10	hand	hand	NOUN
ajema-8721	284	11	,	,	PUNCT
ajema-8721	284	12	requires	require	VERB
ajema-8721	284	13	only	only	ADV
ajema-8721	284	14	camera	camera	NOUN
ajema-8721	284	15	input	input	NOUN
ajema-8721	284	16	and	and	CCONJ
ajema-8721	284	17	software	software	NOUN
ajema-8721	284	18	processing	processing	NOUN
ajema-8721	284	19	,	,	PUNCT
ajema-8721	284	20	making	make	VERB
ajema-8721	284	21	it	it	PRON
ajema-8721	284	22	cheaper	cheap	ADJ
ajema-8721	284	23	and	and	CCONJ
ajema-8721	284	24	easier	easy	ADJ
ajema-8721	284	25	to	to	PART
ajema-8721	284	26	scale	scale	VERB
ajema-8721	284	27	[	[	X
ajema-8721	284	28	104	104	NUM
ajema-8721	284	29	]	]	PUNCT
ajema-8721	284	30	.	.	PUNCT
ajema-8721	285	1	when	when	SCONJ
ajema-8721	285	2	the	the	DET
ajema-8721	285	3	lighting	lighting	NOUN
ajema-8721	285	4	or	or	CCONJ
ajema-8721	285	5	weather	weather	NOUN
ajema-8721	285	6	changes	change	NOUN
ajema-8721	285	7	,	,	PUNCT
ajema-8721	285	8	traditional	traditional	ADJ
ajema-8721	285	9	image	image	NOUN
ajema-8721	285	10	processing	processing	NOUN
ajema-8721	285	11	approaches	approach	NOUN
ajema-8721	285	12	that	that	PRON
ajema-8721	285	13	involve	involve	VERB
ajema-8721	285	14	edge	edge	NOUN
ajema-8721	285	15	detection	detection	NOUN
ajema-8721	285	16	or	or	CCONJ
ajema-8721	285	17	colour	colour	NOUN
ajema-8721	285	18	thresholding	thresholding	NOUN
ajema-8721	285	19	do	do	AUX
ajema-8721	285	20	n't	not	PART
ajema-8721	285	21	work	work	VERB
ajema-8721	285	22	as	as	ADV
ajema-8721	285	23	well	well	ADV
ajema-8721	285	24	.	.	PUNCT
ajema-8721	286	1	our	our	PRON
ajema-8721	286	2	deep	deep	ADJ
ajema-8721	286	3	learning	learning	NOUN
ajema-8721	286	4	-	-	PUNCT
ajema-8721	286	5	based	base	VERB
ajema-8721	286	6	system	system	NOUN
ajema-8721	286	7	,	,	PUNCT
ajema-8721	286	8	on	on	ADP
ajema-8721	286	9	the	the	DET
ajema-8721	286	10	other	other	ADJ
ajema-8721	286	11	hand	hand	NOUN
ajema-8721	286	12	,	,	PUNCT
ajema-8721	286	13	is	be	AUX
ajema-8721	286	14	robust	robust	ADJ
ajema-8721	286	15	against	against	ADP
ajema-8721	286	16	shadows	shadow	NOUN
ajema-8721	286	17	,	,	PUNCT
ajema-8721	286	18	occlusions	occlusion	NOUN
ajema-8721	286	19	,	,	PUNCT
ajema-8721	286	20	and	and	CCONJ
ajema-8721	286	21	other	other	ADJ
ajema-8721	286	22	environmental	environmental	ADJ
ajema-8721	286	23	effects	effect	NOUN
ajema-8721	286	24	due	due	ADJ
ajema-8721	286	25	to	to	AUX
ajema-8721	286	26	transfer	transfer	VERB
ajema-8721	286	27	learning	learning	NOUN
ajema-8721	286	28	.	.	PUNCT
ajema-8721	287	1	our	our	PRON
ajema-8721	287	2	model	model	NOUN
ajema-8721	287	3	is	be	AUX
ajema-8721	287	4	faster	fast	ADJ
ajema-8721	287	5	and	and	CCONJ
ajema-8721	287	6	more	more	ADV
ajema-8721	287	7	accurate	accurate	ADJ
ajema-8721	287	8	than	than	ADP
ajema-8721	287	9	heavier	heavy	ADJ
ajema-8721	287	10	cnn	cnn	PROPN
ajema-8721	287	11	models	model	NOUN
ajema-8721	287	12	,	,	PUNCT
ajema-8721	287	13	such	such	ADJ
ajema-8721	287	14	as	as	ADP
ajema-8721	287	15	vgg16	vgg16	NOUN
ajema-8721	287	16	or	or	CCONJ
ajema-8721	287	17	resnet50	resnet50	NOUN
ajema-8721	287	18	.	.	PUNCT
ajema-8721	288	1	it	it	PRON
ajema-8721	288	2	works	work	VERB
ajema-8721	288	3	well	well	ADV
ajema-8721	288	4	on	on	ADP
ajema-8721	288	5	limited	limited	ADJ
ajema-8721	288	6	hardware	hardware	NOUN
ajema-8721	288	7	,	,	PUNCT
ajema-8721	288	8	requiring	require	VERB
ajema-8721	288	9	minimal	minimal	ADJ
ajema-8721	288	10	memory	memory	NOUN
ajema-8721	288	11	and	and	CCONJ
ajema-8721	288	12	processing	processing	NOUN
ajema-8721	288	13	power	power	NOUN
ajema-8721	288	14	.	.	PUNCT
ajema-8721	289	1	additionally	additionally	ADV
ajema-8721	289	2	,	,	PUNCT
ajema-8721	289	3	the	the	DET
ajema-8721	289	4	system	system	NOUN
ajema-8721	289	5	is	be	AUX
ajema-8721	289	6	easy	easy	ADJ
ajema-8721	289	7	to	to	PART
ajema-8721	289	8	use	use	VERB
ajema-8721	289	9	and	and	CCONJ
ajema-8721	289	10	accessible	accessible	ADJ
ajema-8721	289	11	to	to	ADP
ajema-8721	289	12	non	non	ADJ
ajema-8721	289	13	-	-	ADJ
ajema-8721	289	14	technical	technical	ADJ
ajema-8721	289	15	individuals	individual	NOUN
ajema-8721	289	16	in	in	ADP
ajema-8721	289	17	smart	smart	ADJ
ajema-8721	289	18	city	city	NOUN
ajema-8721	289	19	or	or	CCONJ
ajema-8721	289	20	commercial	commercial	ADJ
ajema-8721	289	21	parking	parking	NOUN
ajema-8721	289	22	applications	application	NOUN
ajema-8721	289	23	,	,	PUNCT
ajema-8721	289	24	as	as	SCONJ
ajema-8721	289	25	it	it	PRON
ajema-8721	289	26	provides	provide	VERB
ajema-8721	289	27	real	real	ADJ
ajema-8721	289	28	-	-	PUNCT
ajema-8721	289	29	time	time	NOUN
ajema-8721	289	30	feedback	feedback	NOUN
ajema-8721	289	31	through	through	ADP
ajema-8721	289	32	a	a	DET
ajema-8721	289	33	simple	simple	ADJ
ajema-8721	289	34	user	user	NOUN
ajema-8721	289	35	interface	interface	NOUN
ajema-8721	289	36	[	[	X
ajema-8721	289	37	103	103	NUM
ajema-8721	289	38	]	]	PUNCT
ajema-8721	289	39	.	.	PUNCT
ajema-8721	290	1	in	in	ADP
ajema-8721	290	2	general	general	ADJ
ajema-8721	290	3	,	,	PUNCT
ajema-8721	290	4	the	the	DET
ajema-8721	290	5	suggested	suggest	VERB
ajema-8721	290	6	system	system	NOUN
ajema-8721	290	7	is	be	AUX
ajema-8721	290	8	more	more	ADV
ajema-8721	290	9	flexible	flexible	ADJ
ajema-8721	290	10	and	and	CCONJ
ajema-8721	290	11	efficient	efficient	ADJ
ajema-8721	290	12	than	than	ADP
ajema-8721	290	13	both	both	CCONJ
ajema-8721	290	14	classical	classical	ADJ
ajema-8721	290	15	and	and	CCONJ
ajema-8721	290	16	some	some	DET
ajema-8721	290	17	deep	deep	ADJ
ajema-8721	290	18	learning	learning	NOUN
ajema-8721	290	19	-	-	PUNCT
ajema-8721	290	20	based	base	VERB
ajema-8721	290	21	methods	method	NOUN
ajema-8721	290	22	.	.	PUNCT
ajema-8721	291	1	it	it	PRON
ajema-8721	291	2	also	also	ADV
ajema-8721	291	3	fits	fit	VERB
ajema-8721	291	4	well	well	ADV
ajema-8721	291	5	with	with	ADP
ajema-8721	291	6	the	the	DET
ajema-8721	291	7	limitations	limitation	NOUN
ajema-8721	291	8	of	of	ADP
ajema-8721	291	9	real	real	ADJ
ajema-8721	291	10	-	-	PUNCT
ajema-8721	291	11	world	world	NOUN
ajema-8721	291	12	deployment	deployment	NOUN
ajema-8721	291	13	.	.	PUNCT
ajema-8721	292	1	conclusion	conclusion	NOUN
ajema-8721	292	2	and	and	CCONJ
ajema-8721	292	3	future	future	ADJ
ajema-8721	292	4	enhancements	enhancement	NOUN
ajema-8721	292	5	this	this	DET
ajema-8721	292	6	study	study	NOUN
ajema-8721	292	7	demonstrates	demonstrate	VERB
ajema-8721	292	8	the	the	DET
ajema-8721	292	9	effectiveness	effectiveness	NOUN
ajema-8721	292	10	of	of	ADP
ajema-8721	292	11	deep	deep	ADJ
ajema-8721	292	12	learning	learning	NOUN
ajema-8721	292	13	and	and	CCONJ
ajema-8721	292	14	transfer	transfer	VERB
ajema-8721	292	15	learning	learning	NOUN
ajema-8721	292	16	in	in	ADP
ajema-8721	292	17	addressing	address	VERB
ajema-8721	292	18	realworld	realworld	NOUN
ajema-8721	292	19	scenarios	scenario	NOUN
ajema-8721	292	20	,	,	PUNCT
ajema-8721	292	21	such	such	ADJ
ajema-8721	292	22	as	as	ADP
ajema-8721	292	23	determining	determine	VERB
ajema-8721	292	24	the	the	DET
ajema-8721	292	25	availability	availability	NOUN
ajema-8721	292	26	of	of	ADP
ajema-8721	292	27	parking	parking	NOUN
ajema-8721	292	28	spaces	space	NOUN
ajema-8721	292	29	.	.	PUNCT
ajema-8721	293	1	we	we	PRON
ajema-8721	293	2	developed	develop	VERB
ajema-8721	293	3	a	a	DET
ajema-8721	293	4	system	system	NOUN
ajema-8721	293	5	that	that	PRON
ajema-8721	293	6	can	can	AUX
ajema-8721	293	7	identify	identify	VERB
ajema-8721	293	8	open	open	ADJ
ajema-8721	293	9	and	and	CCONJ
ajema-8721	293	10	occupied	occupy	VERB
ajema-8721	293	11	parking	parking	NOUN
ajema-8721	293	12	spaces	space	NOUN
ajema-8721	293	13	in	in	ADP
ajema-8721	293	14	real	real	ADJ
ajema-8721	293	15	-	-	PUNCT
ajema-8721	293	16	time	time	NOUN
ajema-8721	293	17	with	with	ADP
ajema-8721	293	18	excellent	excellent	ADJ
ajema-8721	293	19	accuracy	accuracy	NOUN
ajema-8721	293	20	and	and	CCONJ
ajema-8721	293	21	efficiency	efficiency	NOUN
ajema-8721	293	22	by	by	ADP
ajema-8721	293	23	utilising	utilise	VERB
ajema-8721	293	24	the	the	DET
ajema-8721	293	25	mobilenetv2	mobilenetv2	NOUN
ajema-8721	293	26	architecture	architecture	NOUN
ajema-8721	293	27	with	with	ADP
ajema-8721	293	28	transfer	transfer	NOUN
ajema-8721	293	29	learning	learning	NOUN
ajema-8721	293	30	from	from	ADP
ajema-8721	293	31	tensorflow	tensorflow	NOUN
ajema-8721	293	32	hub	hub	PROPN
ajema-8721	293	33	.	.	PUNCT
ajema-8721	294	1	http://www/	http://www/	PROPN
ajema-8721	294	2	149	149	NUM
ajema-8721	294	3	journal	journal	NOUN
ajema-8721	294	4	of	of	ADP
ajema-8721	294	5	engineering	engineering	NOUN
ajema-8721	294	6	,	,	PUNCT
ajema-8721	294	7	mechanics	mechanic	NOUN
ajema-8721	294	8	and	and	CCONJ
ajema-8721	294	9	architecture	architecture	NOUN
ajema-8721	294	10	www	www	NOUN
ajema-8721	294	11	.	.	PUNCT
ajema-8721	295	1	grnjournal.us	grnjournal.us	X
ajema-8721	295	2	the	the	DET
ajema-8721	295	3	project	project	NOUN
ajema-8721	295	4	had	have	VERB
ajema-8721	295	5	a	a	DET
ajema-8721	295	6	comprehensive	comprehensive	ADJ
ajema-8721	295	7	pipeline	pipeline	NOUN
ajema-8721	295	8	,	,	PUNCT
ajema-8721	295	9	spanning	span	VERB
ajema-8721	295	10	from	from	ADP
ajema-8721	295	11	image	image	NOUN
ajema-8721	295	12	collection	collection	NOUN
ajema-8721	295	13	and	and	CCONJ
ajema-8721	295	14	preprocessing	preprocessing	NOUN
ajema-8721	295	15	to	to	ADP
ajema-8721	295	16	model	model	NOUN
ajema-8721	295	17	training	training	NOUN
ajema-8721	295	18	and	and	CCONJ
ajema-8721	295	19	testing	testing	NOUN
ajema-8721	295	20	.	.	PUNCT
ajema-8721	296	1	choosing	choose	VERB
ajema-8721	296	2	lightweight	lightweight	ADJ
ajema-8721	296	3	models	model	NOUN
ajema-8721	296	4	and	and	CCONJ
ajema-8721	296	5	tools	tool	NOUN
ajema-8721	296	6	for	for	ADP
ajema-8721	296	7	real	real	ADJ
ajema-8721	296	8	-	-	PUNCT
ajema-8721	296	9	time	time	NOUN
ajema-8721	296	10	visualisation	visualisation	NOUN
ajema-8721	296	11	made	make	VERB
ajema-8721	296	12	training	training	NOUN
ajema-8721	296	13	and	and	CCONJ
ajema-8721	296	14	monitoring	monitoring	NOUN
ajema-8721	296	15	easy	easy	ADJ
ajema-8721	296	16	for	for	ADP
ajema-8721	296	17	users	user	NOUN
ajema-8721	296	18	.	.	PUNCT
ajema-8721	297	1	the	the	DET
ajema-8721	297	2	result	result	NOUN
ajema-8721	297	3	is	be	AUX
ajema-8721	297	4	a	a	DET
ajema-8721	297	5	parking	parking	NOUN
ajema-8721	297	6	management	management	NOUN
ajema-8721	297	7	system	system	NOUN
ajema-8721	297	8	that	that	PRON
ajema-8721	297	9	can	can	AUX
ajema-8721	297	10	be	be	AUX
ajema-8721	297	11	scaled	scale	VERB
ajema-8721	297	12	and	and	CCONJ
ajema-8721	297	13	used	use	VERB
ajema-8721	297	14	in	in	ADP
ajema-8721	297	15	smart	smart	ADJ
ajema-8721	297	16	cities	city	NOUN
ajema-8721	297	17	,	,	PUNCT
ajema-8721	297	18	businesses	business	NOUN
ajema-8721	297	19	,	,	PUNCT
ajema-8721	297	20	and	and	CCONJ
ajema-8721	297	21	public	public	ADJ
ajema-8721	297	22	transportation	transportation	NOUN
ajema-8721	297	23	hubs	hub	NOUN
ajema-8721	297	24	.	.	PUNCT
ajema-8721	298	1	future	future	ADJ
ajema-8721	298	2	enhancements	enhancement	NOUN
ajema-8721	298	3	while	while	SCONJ
ajema-8721	298	4	the	the	DET
ajema-8721	298	5	system	system	NOUN
ajema-8721	298	6	performs	perform	VERB
ajema-8721	298	7	well	well	ADV
ajema-8721	298	8	,	,	PUNCT
ajema-8721	298	9	several	several	ADJ
ajema-8721	298	10	future	future	ADJ
ajema-8721	298	11	enhancements	enhancement	NOUN
ajema-8721	298	12	could	could	AUX
ajema-8721	298	13	further	far	ADV
ajema-8721	298	14	increase	increase	VERB
ajema-8721	298	15	its	its	PRON
ajema-8721	298	16	accuracy	accuracy	NOUN
ajema-8721	298	17	and	and	CCONJ
ajema-8721	298	18	utility	utility	NOUN
ajema-8721	298	19	:	:	PUNCT
ajema-8721	298	20	•	•	NUM
ajema-8721	298	21	dataset	dataset	ADJ
ajema-8721	298	22	expansion	expansion	NOUN
ajema-8721	298	23	:	:	PUNCT
ajema-8721	298	24	adding	add	VERB
ajema-8721	298	25	more	more	ADV
ajema-8721	298	26	varied	varied	ADJ
ajema-8721	298	27	parking	parking	NOUN
ajema-8721	298	28	situations	situation	NOUN
ajema-8721	298	29	,	,	PUNCT
ajema-8721	298	30	such	such	ADJ
ajema-8721	298	31	as	as	ADP
ajema-8721	298	32	multi	multi	ADJ
ajema-8721	298	33	-	-	ADJ
ajema-8721	298	34	level	level	ADJ
ajema-8721	298	35	lots	lot	NOUN
ajema-8721	298	36	,	,	PUNCT
ajema-8721	298	37	different	different	ADJ
ajema-8721	298	38	weather	weather	NOUN
ajema-8721	298	39	conditions	condition	NOUN
ajema-8721	298	40	,	,	PUNCT
ajema-8721	298	41	and	and	CCONJ
ajema-8721	298	42	nighttime	nighttime	ADJ
ajema-8721	298	43	pictures	picture	NOUN
ajema-8721	298	44	,	,	PUNCT
ajema-8721	298	45	may	may	AUX
ajema-8721	298	46	help	help	VERB
ajema-8721	298	47	the	the	DET
ajema-8721	298	48	model	model	NOUN
ajema-8721	298	49	perform	perform	VERB
ajema-8721	298	50	better	well	ADV
ajema-8721	298	51	.	.	PUNCT
ajema-8721	299	1	•	•	NOUN
ajema-8721	299	2	video	video	NOUN
ajema-8721	299	3	stream	stream	NOUN
ajema-8721	299	4	integration	integration	NOUN
ajema-8721	299	5	:	:	PUNCT
ajema-8721	299	6	switching	switch	VERB
ajema-8721	299	7	from	from	ADP
ajema-8721	299	8	still	still	ADV
ajema-8721	299	9	photos	photo	NOUN
ajema-8721	299	10	to	to	ADP
ajema-8721	299	11	video	video	NOUN
ajema-8721	299	12	stream	stream	NOUN
ajema-8721	299	13	analysis	analysis	NOUN
ajema-8721	299	14	would	would	AUX
ajema-8721	299	15	enable	enable	VERB
ajema-8721	299	16	you	you	PRON
ajema-8721	299	17	to	to	PART
ajema-8721	299	18	receive	receive	VERB
ajema-8721	299	19	real	real	ADJ
ajema-8721	299	20	-	-	PUNCT
ajema-8721	299	21	time	time	NOUN
ajema-8721	299	22	updates	update	NOUN
ajema-8721	299	23	on	on	ADP
ajema-8721	299	24	parking	parking	NOUN
ajema-8721	299	25	and	and	CCONJ
ajema-8721	299	26	track	track	VERB
ajema-8721	299	27	it	it	PRON
ajema-8721	299	28	effectively	effectively	ADV
ajema-8721	299	29	.	.	PUNCT
ajema-8721	300	1	•	•	NUM
ajema-8721	300	2	ensemble	ensemble	ADJ
ajema-8721	300	3	models	model	NOUN
ajema-8721	300	4	:	:	PUNCT
ajema-8721	300	5	combining	combine	VERB
ajema-8721	300	6	outputs	output	NOUN
ajema-8721	300	7	from	from	ADP
ajema-8721	300	8	multiple	multiple	ADJ
ajema-8721	300	9	architectures	architecture	NOUN
ajema-8721	300	10	(	(	PUNCT
ajema-8721	300	11	such	such	ADJ
ajema-8721	300	12	as	as	ADP
ajema-8721	300	13	efficientnet	efficientnet	NOUN
ajema-8721	300	14	and	and	CCONJ
ajema-8721	300	15	resnet	resnet	NOUN
ajema-8721	300	16	)	)	PUNCT
ajema-8721	300	17	can	can	AUX
ajema-8721	300	18	aid	aid	VERB
ajema-8721	300	19	in	in	ADP
ajema-8721	300	20	classification	classification	NOUN
ajema-8721	300	21	,	,	PUNCT
ajema-8721	300	22	particularly	particularly	ADV
ajema-8721	300	23	in	in	ADP
ajema-8721	300	24	challenging	challenging	ADJ
ajema-8721	300	25	situations	situation	NOUN
ajema-8721	300	26	.	.	PUNCT
ajema-8721	301	1	•	•	NUM
ajema-8721	301	2	bounding	bound	VERB
ajema-8721	301	3	box	box	NOUN
ajema-8721	301	4	localisation	localisation	NOUN
ajema-8721	301	5	:	:	PUNCT
ajema-8721	301	6	utilising	utilise	VERB
ajema-8721	301	7	object	object	NOUN
ajema-8721	301	8	detection	detection	NOUN
ajema-8721	301	9	methods	method	NOUN
ajema-8721	301	10	such	such	ADJ
ajema-8721	301	11	as	as	ADP
ajema-8721	301	12	yolo	yolo	ADJ
ajema-8721	301	13	or	or	CCONJ
ajema-8721	301	14	ssd	ssd	NOUN
ajema-8721	301	15	can	can	AUX
ajema-8721	301	16	help	help	VERB
ajema-8721	301	17	identify	identify	VERB
ajema-8721	301	18	each	each	DET
ajema-8721	301	19	parking	parking	NOUN
ajema-8721	301	20	space	space	NOUN
ajema-8721	301	21	and	and	CCONJ
ajema-8721	301	22	determine	determine	VERB
ajema-8721	301	23	its	its	PRON
ajema-8721	301	24	occupancy	occupancy	NOUN
ajema-8721	301	25	with	with	ADP
ajema-8721	301	26	greater	great	ADJ
ajema-8721	301	27	accuracy	accuracy	NOUN
ajema-8721	301	28	in	in	ADP
ajema-8721	301	29	space	space	NOUN
ajema-8721	301	30	.	.	PUNCT
ajema-8721	302	1	•	•	NUM
ajema-8721	302	2	a	a	DET
ajema-8721	302	3	mobile	mobile	ADJ
ajema-8721	302	4	app	app	NOUN
ajema-8721	302	5	that	that	PRON
ajema-8721	302	6	indicates	indicate	VERB
ajema-8721	302	7	available	available	ADJ
ajema-8721	302	8	places	place	NOUN
ajema-8721	302	9	and	and	CCONJ
ajema-8721	302	10	provides	provide	VERB
ajema-8721	302	11	directions	direction	NOUN
ajema-8721	302	12	might	might	AUX
ajema-8721	302	13	make	make	VERB
ajema-8721	302	14	the	the	DET
ajema-8721	302	15	app	app	NOUN
ajema-8721	302	16	much	much	ADV
ajema-8721	302	17	easier	easy	ADJ
ajema-8721	302	18	to	to	PART
ajema-8721	302	19	use	use	VERB
ajema-8721	302	20	.	.	PUNCT
ajema-8721	303	1	•	•	NUM
ajema-8721	303	2	mixed	mixed	ADJ
ajema-8721	303	3	slot	slot	NOUN
ajema-8721	303	4	detection	detection	NOUN
ajema-8721	303	5	:	:	PUNCT
ajema-8721	303	6	some	some	DET
ajema-8721	303	7	parking	parking	NOUN
ajema-8721	303	8	lots	lot	NOUN
ajema-8721	303	9	have	have	AUX
ajema-8721	303	10	designated	designate	VERB
ajema-8721	303	11	spaces	space	NOUN
ajema-8721	303	12	for	for	ADP
ajema-8721	303	13	people	people	NOUN
ajema-8721	303	14	with	with	ADP
ajema-8721	303	15	disabilities	disability	NOUN
ajema-8721	303	16	,	,	PUNCT
ajema-8721	303	17	reserved	reserve	VERB
ajema-8721	303	18	spaces	space	NOUN
ajema-8721	303	19	for	for	ADP
ajema-8721	303	20	electric	electric	ADJ
ajema-8721	303	21	vehicles	vehicle	NOUN
ajema-8721	303	22	,	,	PUNCT
ajema-8721	303	23	or	or	CCONJ
ajema-8721	303	24	both	both	PRON
ajema-8721	303	25	.	.	PUNCT
ajema-8721	304	1	•	•	NOUN
ajema-8721	304	2	categorising	categorise	VERB
ajema-8721	304	3	these	these	DET
ajema-8721	304	4	groups	group	NOUN
ajema-8721	304	5	might	might	AUX
ajema-8721	304	6	make	make	VERB
ajema-8721	304	7	the	the	DET
ajema-8721	304	8	system	system	NOUN
ajema-8721	304	9	more	more	ADV
ajema-8721	304	10	useful	useful	ADJ
ajema-8721	304	11	.	.	PUNCT
ajema-8721	305	1	the	the	DET
ajema-8721	305	2	final	final	ADJ
ajema-8721	305	3	model	model	NOUN
ajema-8721	305	4	performed	perform	VERB
ajema-8721	305	5	exceptionally	exceptionally	ADV
ajema-8721	305	6	well	well	ADV
ajema-8721	305	7	in	in	ADP
ajema-8721	305	8	classifying	classify	VERB
ajema-8721	305	9	images	image	NOUN
ajema-8721	305	10	in	in	ADP
ajema-8721	305	11	the	the	DET
ajema-8721	305	12	validation	validation	NOUN
ajema-8721	305	13	dataset	dataset	NOUN
ajema-8721	305	14	and	and	CCONJ
ajema-8721	305	15	demonstrated	demonstrate	VERB
ajema-8721	305	16	robustness	robustness	NOUN
ajema-8721	305	17	across	across	ADP
ajema-8721	305	18	a	a	DET
ajema-8721	305	19	wide	wide	ADJ
ajema-8721	305	20	range	range	NOUN
ajema-8721	305	21	of	of	ADP
ajema-8721	305	22	image	image	NOUN
ajema-8721	305	23	scenarios	scenario	NOUN
ajema-8721	305	24	.	.	PUNCT
ajema-8721	306	1	the	the	DET
ajema-8721	306	2	precision	precision	NOUN
ajema-8721	306	3	and	and	CCONJ
ajema-8721	306	4	recall	recall	NOUN
ajema-8721	306	5	numbers	number	NOUN
ajema-8721	306	6	showed	show	VERB
ajema-8721	306	7	that	that	SCONJ
ajema-8721	306	8	the	the	DET
ajema-8721	306	9	model	model	NOUN
ajema-8721	306	10	could	could	AUX
ajema-8721	306	11	reliably	reliably	ADV
ajema-8721	306	12	find	find	VERB
ajema-8721	306	13	both	both	CCONJ
ajema-8721	306	14	vacant	vacant	ADJ
ajema-8721	306	15	and	and	CCONJ
ajema-8721	306	16	occupied	occupied	ADJ
ajema-8721	306	17	slots	slot	NOUN
ajema-8721	306	18	.	.	PUNCT
ajema-8721	307	1	the	the	DET
ajema-8721	307	2	training	training	NOUN
ajema-8721	307	3	and	and	CCONJ
ajema-8721	307	4	validation	validation	NOUN
ajema-8721	307	5	curves	curve	NOUN
ajema-8721	307	6	indicated	indicate	VERB
ajema-8721	307	7	that	that	SCONJ
ajema-8721	307	8	the	the	DET
ajema-8721	307	9	model	model	NOUN
ajema-8721	307	10	was	be	AUX
ajema-8721	307	11	likely	likely	ADJ
ajema-8721	307	12	to	to	PART
ajema-8721	307	13	converge	converge	VERB
ajema-8721	307	14	and	and	CCONJ
ajema-8721	307	15	that	that	SCONJ
ajema-8721	307	16	it	it	PRON
ajema-8721	307	17	was	be	AUX
ajema-8721	307	18	n't	not	PART
ajema-8721	307	19	overfitting	overfitte	VERB
ajema-8721	307	20	excessively	excessively	ADV
ajema-8721	307	21	.	.	PUNCT
ajema-8721	308	1	when	when	SCONJ
ajema-8721	308	2	we	we	PRON
ajema-8721	308	3	tested	test	VERB
ajema-8721	308	4	the	the	DET
ajema-8721	308	5	predictions	prediction	NOUN
ajema-8721	308	6	on	on	ADP
ajema-8721	308	7	photographs	photograph	NOUN
ajema-8721	308	8	we	we	PRON
ajema-8721	308	9	had	have	AUX
ajema-8721	308	10	n't	not	PART
ajema-8721	308	11	seen	see	VERB
ajema-8721	308	12	before	before	ADV
ajema-8721	308	13	,	,	PUNCT
ajema-8721	308	14	the	the	DET
ajema-8721	308	15	results	result	NOUN
ajema-8721	308	16	were	be	AUX
ajema-8721	308	17	correct	correct	ADJ
ajema-8721	308	18	and	and	CCONJ
ajema-8721	308	19	confident	confident	ADJ
ajema-8721	308	20	.	.	PUNCT
ajema-8721	309	1	the	the	DET
ajema-8721	309	2	sigmoid	sigmoid	NOUN
ajema-8721	309	3	activation	activation	NOUN
ajema-8721	309	4	function	function	NOUN
ajema-8721	309	5	assigned	assign	VERB
ajema-8721	309	6	a	a	DET
ajema-8721	309	7	probability	probability	NOUN
ajema-8721	309	8	score	score	NOUN
ajema-8721	309	9	to	to	ADP
ajema-8721	309	10	each	each	DET
ajema-8721	309	11	parking	parking	NOUN
ajema-8721	309	12	space	space	NOUN
ajema-8721	309	13	,	,	PUNCT
ajema-8721	309	14	enabling	enable	VERB
ajema-8721	309	15	decisions	decision	NOUN
ajema-8721	309	16	to	to	PART
ajema-8721	309	17	be	be	AUX
ajema-8721	309	18	made	make	VERB
ajema-8721	309	19	based	base	VERB
ajema-8721	309	20	on	on	ADP
ajema-8721	309	21	confidence	confidence	NOUN
ajema-8721	309	22	and	and	CCONJ
ajema-8721	309	23	defining	define	VERB
ajema-8721	309	24	specific	specific	ADJ
ajema-8721	309	25	criteria	criterion	NOUN
ajema-8721	309	26	for	for	ADP
ajema-8721	309	27	classification	classification	NOUN
ajema-8721	309	28	.	.	PUNCT
ajema-8721	310	1	in	in	ADP
ajema-8721	310	2	conclusion	conclusion	NOUN
ajema-8721	310	3	,	,	PUNCT
ajema-8721	310	4	the	the	DET
ajema-8721	310	5	study	study	NOUN
ajema-8721	310	6	effectively	effectively	ADV
ajema-8721	310	7	demonstrates	demonstrate	VERB
ajema-8721	310	8	a	a	DET
ajema-8721	310	9	viable	viable	ADJ
ajema-8721	310	10	and	and	CCONJ
ajema-8721	310	11	scalable	scalable	ADJ
ajema-8721	310	12	solution	solution	NOUN
ajema-8721	310	13	to	to	ADP
ajema-8721	310	14	the	the	DET
ajema-8721	310	15	parking	parking	NOUN
ajema-8721	310	16	availability	availability	NOUN
ajema-8721	310	17	issue	issue	NOUN
ajema-8721	310	18	through	through	ADP
ajema-8721	310	19	contemporary	contemporary	ADJ
ajema-8721	310	20	ai	ai	PROPN
ajema-8721	310	21	methodologies	methodology	NOUN
ajema-8721	310	22	,	,	PUNCT
ajema-8721	310	23	while	while	SCONJ
ajema-8721	310	24	also	also	ADV
ajema-8721	310	25	paving	pave	VERB
ajema-8721	310	26	the	the	DET
ajema-8721	310	27	way	way	NOUN
ajema-8721	310	28	for	for	ADP
ajema-8721	310	29	several	several	ADJ
ajema-8721	310	30	opportunities	opportunity	NOUN
ajema-8721	310	31	for	for	ADP
ajema-8721	310	32	future	future	ADJ
ajema-8721	310	33	investigation	investigation	NOUN
ajema-8721	310	34	and	and	CCONJ
ajema-8721	310	35	implementation	implementation	NOUN
ajema-8721	310	36	.	.	PUNCT
ajema-8721	311	1	references	reference	NOUN
ajema-8721	311	2	[	[	X
ajema-8721	311	3	1	1	NUM
ajema-8721	311	4	]	]	X
ajema-8721	311	5	bektan	bektan	ADJ
ajema-8721	311	6	m.	m.	PROPN
ajema-8721	311	7	amin	amin	PROPN
ajema-8721	311	8	and	and	CCONJ
ajema-8721	311	9	k.	k.	PROPN
ajema-8721	311	10	s.	s.	PROPN
ajema-8721	311	11	bhat	bhat	PROPN
ajema-8721	311	12	,	,	PUNCT
ajema-8721	311	13	“	"	PUNCT
ajema-8721	311	14	this	this	DET
ajema-8721	311	15	paper	paper	NOUN
ajema-8721	311	16	presents	present	VERB
ajema-8721	311	17	an	an	DET
ajema-8721	311	18	iot	iot	NOUN
ajema-8721	311	19	-	-	PUNCT
ajema-8721	311	20	based	base	VERB
ajema-8721	311	21	smart	smart	ADJ
ajema-8721	311	22	parking	parking	NOUN
ajema-8721	311	23	system	system	NOUN
ajema-8721	311	24	,	,	PUNCT
ajema-8721	311	25	focusing	focus	VERB
ajema-8721	311	26	on	on	ADP
ajema-8721	311	27	real	real	ADJ
ajema-8721	311	28	-	-	PUNCT
ajema-8721	311	29	time	time	NOUN
ajema-8721	311	30	monitoring	monitoring	NOUN
ajema-8721	311	31	and	and	CCONJ
ajema-8721	311	32	efficient	efficient	ADJ
ajema-8721	311	33	space	space	NOUN
ajema-8721	311	34	management	management	NOUN
ajema-8721	311	35	,	,	PUNCT
ajema-8721	311	36	”	"	PUNCT
ajema-8721	311	37	ieee	ieee	NOUN
ajema-8721	311	38	transactions	transaction	NOUN
ajema-8721	311	39	on	on	ADP
ajema-8721	311	40	industrial	industrial	ADJ
ajema-8721	311	41	informatics	informatic	NOUN
ajema-8721	311	42	,	,	PUNCT
ajema-8721	311	43	vol	vol	NOUN
ajema-8721	311	44	.	.	PROPN
ajema-8721	312	1	16	16	NUM
ajema-8721	312	2	,	,	PUNCT
ajema-8721	312	3	no	no	INTJ
ajema-8721	312	4	.	.	NOUN
ajema-8721	312	5	12	12	NUM
ajema-8721	312	6	,	,	PUNCT
ajema-8721	312	7	pp	pp	ADJ
ajema-8721	312	8	.	.	PUNCT
ajema-8721	313	1	8034–8042	8034–8042	NUM
ajema-8721	313	2	,	,	PUNCT
ajema-8721	313	3	2020	2020	NUM
ajema-8721	313	4	.	.	PUNCT
ajema-8721	314	1	[	[	X
ajema-8721	314	2	2	2	NUM
ajema-8721	314	3	]	]	PUNCT
ajema-8721	314	4	m.	m.	NOUN
ajema-8721	314	5	amsaveni	amsaveni	NOUN
ajema-8721	314	6	and	and	CCONJ
ajema-8721	314	7	m.	m.	PROPN
ajema-8721	314	8	saranya	saranya	PROPN
ajema-8721	314	9	,	,	PUNCT
ajema-8721	314	10	“	"	PUNCT
ajema-8721	314	11	energy	energy	NOUN
ajema-8721	314	12	efficient	efficient	ADJ
ajema-8721	314	13	cluster	cluster	NOUN
ajema-8721	314	14	head	head	NOUN
ajema-8721	314	15	selection	selection	NOUN
ajema-8721	314	16	in	in	ADP
ajema-8721	314	17	wsn	wsn	PROPN
ajema-8721	314	18	–	–	PUNCT
ajema-8721	314	19	a	a	DET
ajema-8721	314	20	survey	survey	NOUN
ajema-8721	314	21	,	,	PUNCT
ajema-8721	314	22	”	"	PUNCT
ajema-8721	314	23	naturalista	naturalista	ADJ
ajema-8721	314	24	campano	campano	NOUN
ajema-8721	314	25	,	,	PUNCT
ajema-8721	314	26	vol	vol	NOUN
ajema-8721	314	27	.	.	PROPN
ajema-8721	314	28	28	28	NUM
ajema-8721	314	29	,	,	PUNCT
ajema-8721	314	30	no	no	INTJ
ajema-8721	314	31	.	.	NOUN
ajema-8721	314	32	1	1	NUM
ajema-8721	314	33	,	,	PUNCT
ajema-8721	314	34	2024	2024	NUM
ajema-8721	314	35	.	.	PUNCT
ajema-8721	315	1	[	[	X
ajema-8721	315	2	3	3	NUM
ajema-8721	315	3	]	]	PUNCT
ajema-8721	315	4	a.	a.	NOUN
ajema-8721	315	5	manigandan	manigandan	PROPN
ajema-8721	315	6	and	and	CCONJ
ajema-8721	315	7	m.	m.	PROPN
ajema-8721	315	8	saranya	saranya	PROPN
ajema-8721	315	9	,	,	PUNCT
ajema-8721	315	10	“	"	PUNCT
ajema-8721	315	11	secretary	secretary	NOUN
ajema-8721	315	12	bird	bird	NOUN
ajema-8721	315	13	optimization	optimization	NOUN
ajema-8721	315	14	with	with	ADP
ajema-8721	315	15	differential	differential	ADJ
ajema-8721	315	16	evolution	evolution	NOUN
ajema-8721	315	17	(	(	PUNCT
ajema-8721	315	18	sbode	sbode	ADJ
ajema-8721	315	19	)	)	PUNCT
ajema-8721	315	20	and	and	CCONJ
ajema-8721	315	21	trust	trust	VERB
ajema-8721	315	22	energy	energy	NOUN
ajema-8721	315	23	aware	aware	ADJ
ajema-8721	315	24	clustering	clustering	NOUN
ajema-8721	315	25	routing	routing	NOUN
ajema-8721	315	26	(	(	PUNCT
ajema-8721	315	27	treacr	treacr	NOUN
ajema-8721	315	28	)	)	PUNCT
ajema-8721	315	29	protocol	protocol	NOUN
ajema-8721	315	30	for	for	ADP
ajema-8721	315	31	wireless	wireless	ADJ
ajema-8721	315	32	sensor	sensor	NOUN
ajema-8721	315	33	network	network	NOUN
ajema-8721	315	34	(	(	PUNCT
ajema-8721	315	35	wsn	wsn	PROPN
ajema-8721	315	36	)	)	PUNCT
ajema-8721	315	37	,	,	PUNCT
ajema-8721	315	38	”	"	PUNCT
ajema-8721	315	39	international	international	ADJ
ajema-8721	315	40	journal	journal	NOUN
ajema-8721	315	41	of	of	ADP
ajema-8721	315	42	computer	computer	NOUN
ajema-8721	315	43	networks	network	NOUN
ajema-8721	315	44	and	and	CCONJ
ajema-8721	315	45	applications	application	NOUN
ajema-8721	315	46	(	(	PUNCT
ajema-8721	315	47	ijcna	ijcna	PROPN
ajema-8721	315	48	)	)	PUNCT
ajema-8721	315	49	,	,	PUNCT
ajema-8721	315	50	vol	vol	NOUN
ajema-8721	315	51	.	.	PROPN
ajema-8721	316	1	12	12	NUM
ajema-8721	316	2	,	,	PUNCT
ajema-8721	316	3	no	no	INTJ
ajema-8721	316	4	.	.	NOUN
ajema-8721	316	5	2	2	NUM
ajema-8721	316	6	,	,	PUNCT
ajema-8721	316	7	pp	pp	ADJ
ajema-8721	316	8	.	.	PUNCT
ajema-8721	317	1	–	–	PUNCT
ajema-8721	317	2	,	,	PUNCT
ajema-8721	317	3	mar.–apr	mar.–apr	VERB
ajema-8721	317	4	.	.	PUNCT
ajema-8721	318	1	2025	2025	NUM
ajema-8721	318	2	.	.	PUNCT
ajema-8721	319	1	[	[	X
ajema-8721	319	2	4	4	NUM
ajema-8721	319	3	]	]	PUNCT
ajema-8721	319	4	a.	a.	NOUN
ajema-8721	319	5	manigandan	manigandan	PROPN
ajema-8721	319	6	and	and	CCONJ
ajema-8721	319	7	m.	m.	PROPN
ajema-8721	319	8	saranya	saranya	PROPN
ajema-8721	319	9	,	,	PUNCT
ajema-8721	319	10	“	"	PUNCT
ajema-8721	319	11	energy	energy	NOUN
ajema-8721	319	12	efficient	efficient	ADJ
ajema-8721	319	13	wireless	wireless	ADJ
ajema-8721	319	14	sensor	sensor	NOUN
ajema-8721	319	15	network	network	NOUN
ajema-8721	319	16	with	with	ADP
ajema-8721	319	17	hybrid	hybrid	ADJ
ajema-8721	319	18	mutation	mutation	NOUN
ajema-8721	319	19	albatross	albatross	NOUN
ajema-8721	319	20	optimization	optimization	NOUN
ajema-8721	319	21	algorithm	algorithm	NOUN
ajema-8721	319	22	–	–	PUNCT
ajema-8721	319	23	based	base	VERB
ajema-8721	319	24	cluster	cluster	NOUN
ajema-8721	319	25	head	head	NOUN
ajema-8721	319	26	selection	selection	NOUN
ajema-8721	319	27	,	,	PUNCT
ajema-8721	319	28	”	"	PUNCT
ajema-8721	319	29	international	international	ADJ
ajema-8721	319	30	journal	journal	NOUN
ajema-8721	319	31	of	of	ADP
ajema-8721	319	32	advanced	advanced	ADJ
ajema-8721	319	33	science	science	NOUN
ajema-8721	319	34	and	and	CCONJ
ajema-8721	319	35	engineering	engineering	NOUN
ajema-8721	319	36	,	,	PUNCT
ajema-8721	319	37	vol	vol	NOUN
ajema-8721	319	38	.	.	PROPN
ajema-8721	319	39	11	11	NUM
ajema-8721	319	40	,	,	PUNCT
ajema-8721	319	41	no	no	INTJ
ajema-8721	319	42	.	.	NOUN
ajema-8721	319	43	4	4	NUM
ajema-8721	319	44	,	,	PUNCT
ajema-8721	319	45	pp	pp	ADJ
ajema-8721	319	46	.	.	PUNCT
ajema-8721	319	47	4543–4556	4543–4556	NUM
ajema-8721	319	48	,	,	PUNCT
ajema-8721	319	49	2025	2025	NUM
ajema-8721	319	50	.	.	PUNCT
ajema-8721	320	1	[	[	X
ajema-8721	320	2	5	5	NUM
ajema-8721	320	3	]	]	PUNCT
ajema-8721	320	4	a.	a.	NOUN
ajema-8721	320	5	manigandan	manigandan	PROPN
ajema-8721	320	6	and	and	CCONJ
ajema-8721	320	7	m.	m.	PROPN
ajema-8721	320	8	saranya	saranya	PROPN
ajema-8721	320	9	,	,	PUNCT
ajema-8721	320	10	“	"	PUNCT
ajema-8721	320	11	a	a	DET
ajema-8721	320	12	gray	gray	ADJ
ajema-8721	320	13	hole	hole	NOUN
ajema-8721	320	14	attack	attack	NOUN
ajema-8721	320	15	detection	detection	NOUN
ajema-8721	320	16	and	and	CCONJ
ajema-8721	320	17	cluster	cluster	NOUN
ajema-8721	320	18	head	head	NOUN
ajema-8721	320	19	selection	selection	NOUN
ajema-8721	320	20	techniques	technique	NOUN
ajema-8721	320	21	for	for	ADP
ajema-8721	320	22	wireless	wireless	ADJ
ajema-8721	320	23	sensor	sensor	NOUN
ajema-8721	320	24	networks	network	NOUN
ajema-8721	320	25	,	,	PUNCT
ajema-8721	320	26	”	"	PUNCT
ajema-8721	320	27	in	in	ADP
ajema-8721	320	28	proc	proc	NOUN
ajema-8721	320	29	.	.	PUNCT
ajema-8721	321	1	16th	16th	ADJ
ajema-8721	321	2	int	int	NOUN
ajema-8721	321	3	.	.	PUNCT
ajema-8721	321	4	conf	conf	PROPN
ajema-8721	321	5	.	.	PUNCT
ajema-8721	322	1	on	on	ADP
ajema-8721	322	2	computing	computing	NOUN
ajema-8721	322	3	,	,	PUNCT
ajema-8721	322	4	communication	communication	NOUN
ajema-8721	322	5	and	and	CCONJ
ajema-8721	322	6	networking	networking	NOUN
ajema-8721	322	7	technologies	technology	NOUN
ajema-8721	322	8	(	(	PUNCT
ajema-8721	322	9	icccnt	icccnt	ADJ
ajema-8721	322	10	2025	2025	NUM
ajema-8721	322	11	)	)	PUNCT
ajema-8721	322	12	,	,	PUNCT
ajema-8721	322	13	iit	iit	PROPN
ajema-8721	322	14	indore	indore	PROPN
ajema-8721	322	15	,	,	PUNCT
ajema-8721	322	16	madhya	madhya	PROPN
ajema-8721	322	17	pradesh	pradesh	PROPN
ajema-8721	322	18	,	,	PUNCT
ajema-8721	322	19	india	india	PROPN
ajema-8721	322	20	,	,	PUNCT
ajema-8721	322	21	jul	jul	PROPN
ajema-8721	322	22	.	.	PROPN
ajema-8721	322	23	6–11	6–11	PROPN
ajema-8721	322	24	,	,	PUNCT
ajema-8721	322	25	2025	2025	NUM
ajema-8721	322	26	,	,	PUNCT
ajema-8721	322	27	pp	pp	ADV
ajema-8721	322	28	.	.	PUNCT
ajema-8721	323	1	1–6	1–6	NUM
ajema-8721	323	2	.	.	PUNCT
ajema-8721	323	3	http://www/	http://www/	PROPN
ajema-8721	324	1	150	150	NUM
ajema-8721	324	2	journal	journal	NOUN
ajema-8721	324	3	of	of	ADP
ajema-8721	324	4	engineering	engineering	NOUN
ajema-8721	324	5	,	,	PUNCT
ajema-8721	324	6	mechanics	mechanic	NOUN
ajema-8721	324	7	and	and	CCONJ
ajema-8721	324	8	architecture	architecture	NOUN
ajema-8721	324	9	www	www	NOUN
ajema-8721	324	10	.	.	PUNCT
ajema-8721	325	1	grnjournal.us	grnjournal.us	X
ajema-8721	326	1	[	[	X
ajema-8721	326	2	6	6	NUM
ajema-8721	326	3	]	]	PUNCT
ajema-8721	326	4	a.	a.	NOUN
ajema-8721	326	5	dhanai	dhanai	PROPN
ajema-8721	326	6	,	,	PUNCT
ajema-8721	326	7	h.	h.	PROPN
ajema-8721	326	8	s.	s.	PROPN
ajema-8721	326	9	bagde	bagde	PROPN
ajema-8721	326	10	,	,	PUNCT
ajema-8721	326	11	r.	r.	PROPN
ajema-8721	326	12	gera	gera	PROPN
ajema-8721	326	13	,	,	PUNCT
ajema-8721	326	14	k.	k.	PROPN
ajema-8721	326	15	mukherjee	mukherjee	PROPN
ajema-8721	326	16	,	,	PUNCT
ajema-8721	326	17	c.	c.	PROPN
ajema-8721	326	18	ghildiyal	ghildiyal	NOUN
ajema-8721	326	19	,	,	PUNCT
ajema-8721	326	20	and	and	CCONJ
ajema-8721	326	21	h.	h.	PROPN
ajema-8721	326	22	yadav	yadav	PROPN
ajema-8721	326	23	,	,	PUNCT
ajema-8721	326	24	“	"	PUNCT
ajema-8721	326	25	case	case	NOUN
ajema-8721	326	26	report	report	NOUN
ajema-8721	326	27	on	on	ADP
ajema-8721	326	28	irritational	irritational	ADJ
ajema-8721	326	29	fibroma	fibroma	NOUN
ajema-8721	326	30	,	,	PUNCT
ajema-8721	326	31	”	"	PUNCT
ajema-8721	326	32	journal	journal	NOUN
ajema-8721	326	33	of	of	ADP
ajema-8721	326	34	pharmacy	pharmacy	NOUN
ajema-8721	326	35	and	and	CCONJ
ajema-8721	326	36	bioallied	bioallie	VERB
ajema-8721	326	37	sciences	science	NOUN
ajema-8721	326	38	,	,	PUNCT
ajema-8721	326	39	vol	vol	NOUN
ajema-8721	326	40	.	.	PROPN
ajema-8721	326	41	16	16	NUM
ajema-8721	326	42	,	,	PUNCT
ajema-8721	326	43	suppl	suppl	ADJ
ajema-8721	326	44	.	.	PROPN
ajema-8721	327	1	1	1	NUM
ajema-8721	327	2	,	,	PUNCT
ajema-8721	327	3	pp	pp	ADJ
ajema-8721	327	4	.	.	PUNCT
ajema-8721	328	1	s960	s960	PROPN
ajema-8721	328	2	–	–	PUNCT
ajema-8721	328	3	s962	s962	PROPN
ajema-8721	328	4	,	,	PUNCT
ajema-8721	328	5	feb	feb	PROPN
ajema-8721	328	6	.	.	PROPN
ajema-8721	328	7	2024	2024	NUM
ajema-8721	328	8	.	.	PUNCT
ajema-8721	329	1	[	[	X
ajema-8721	329	2	7	7	X
ajema-8721	329	3	]	]	X
ajema-8721	329	4	h.	h.	NOUN
ajema-8721	329	5	bagde	bagde	PROPN
ajema-8721	329	6	,	,	PUNCT
ajema-8721	329	7	a.	a.	PROPN
ajema-8721	329	8	dhopte	dhopte	PROPN
ajema-8721	329	9	,	,	PUNCT
ajema-8721	329	10	f.	f.	PROPN
ajema-8721	329	11	bukhary	bukhary	PROPN
ajema-8721	329	12	,	,	PUNCT
ajema-8721	329	13	n.	n.	PROPN
ajema-8721	329	14	momenah	momenah	PROPN
ajema-8721	329	15	,	,	PUNCT
ajema-8721	329	16	f.	f.	PROPN
ajema-8721	329	17	akhter	akhter	PROPN
ajema-8721	329	18	,	,	PUNCT
ajema-8721	329	19	o.	o.	PROPN
ajema-8721	329	20	mahmoud	mahmoud	PROPN
ajema-8721	329	21	,	,	PUNCT
ajema-8721	329	22	k.	k.	PROPN
ajema-8721	329	23	p.	p.	PROPN
ajema-8721	329	24	shetty	shetty	PROPN
ajema-8721	329	25	,	,	PUNCT
ajema-8721	329	26	m.	m.	NOUN
ajema-8721	329	27	a.	a.	PROPN
ajema-8721	329	28	shayeb	shayeb	PROPN
ajema-8721	329	29	,	,	PUNCT
ajema-8721	329	30	h.	h.	PROPN
ajema-8721	329	31	abutayyem	abutayyem	PROPN
ajema-8721	329	32	,	,	PUNCT
ajema-8721	329	33	and	and	CCONJ
ajema-8721	329	34	m.	m.	PROPN
ajema-8721	329	35	k.	k.	PROPN
ajema-8721	329	36	alam	alam	PROPN
ajema-8721	329	37	,	,	PUNCT
ajema-8721	329	38	“	"	PUNCT
ajema-8721	329	39	monkeypox	monkeypox	NOUN
ajema-8721	329	40	and	and	CCONJ
ajema-8721	329	41	oral	oral	ADJ
ajema-8721	329	42	lesions	lesion	NOUN
ajema-8721	329	43	associated	associate	VERB
ajema-8721	329	44	with	with	ADP
ajema-8721	329	45	its	its	PRON
ajema-8721	329	46	occurrence	occurrence	NOUN
ajema-8721	329	47	:	:	PUNCT
ajema-8721	329	48	a	a	DET
ajema-8721	329	49	systematic	systematic	ADJ
ajema-8721	329	50	review	review	NOUN
ajema-8721	329	51	and	and	CCONJ
ajema-8721	329	52	meta	meta	ADJ
ajema-8721	329	53	-	-	PUNCT
ajema-8721	329	54	analysis	analysis	NOUN
ajema-8721	329	55	,	,	PUNCT
ajema-8721	329	56	”	"	PUNCT
ajema-8721	329	57	f1000research	f1000research	NOUN
ajema-8721	329	58	,	,	PUNCT
ajema-8721	329	59	vol	vol	NOUN
ajema-8721	329	60	.	.	PROPN
ajema-8721	329	61	12	12	NUM
ajema-8721	329	62	,	,	PUNCT
ajema-8721	329	63	p.	p.	NOUN
ajema-8721	329	64	964	964	NUM
ajema-8721	329	65	,	,	PUNCT
ajema-8721	329	66	mar	mar	PROPN
ajema-8721	329	67	.	.	PROPN
ajema-8721	329	68	2024	2024	NUM
ajema-8721	329	69	.	.	PUNCT
ajema-8721	330	1	[	[	X
ajema-8721	330	2	8	8	NUM
ajema-8721	330	3	]	]	X
ajema-8721	330	4	h.	h.	NOUN
ajema-8721	330	5	bagde	bagde	PROPN
ajema-8721	330	6	,	,	PUNCT
ajema-8721	330	7	r.	r.	PROPN
ajema-8721	330	8	s.	s.	PROPN
ajema-8721	330	9	karki	karki	PROPN
ajema-8721	330	10	,	,	PUNCT
ajema-8721	330	11	s.	s.	PROPN
ajema-8721	330	12	husain	husain	PROPN
ajema-8721	330	13	,	,	PUNCT
ajema-8721	330	14	s.	s.	PROPN
ajema-8721	330	15	khan	khan	PROPN
ajema-8721	330	16	,	,	PUNCT
ajema-8721	330	17	v.	v.	PROPN
ajema-8721	330	18	haripriya	haripriya	PROPN
ajema-8721	330	19	,	,	PUNCT
ajema-8721	330	20	and	and	CCONJ
ajema-8721	330	21	p.	p.	PROPN
ajema-8721	330	22	purwar	purwar	NOUN
ajema-8721	330	23	,	,	PUNCT
ajema-8721	330	24	“	"	PUNCT
ajema-8721	330	25	evaluation	evaluation	NOUN
ajema-8721	330	26	of	of	ADP
ajema-8721	330	27	microbiological	microbiological	ADJ
ajema-8721	330	28	flora	flora	NOUN
ajema-8721	330	29	in	in	ADP
ajema-8721	330	30	endo	endo	NOUN
ajema-8721	330	31	-	-	PUNCT
ajema-8721	330	32	perio	perio	NOUN
ajema-8721	330	33	lesions	lesion	NOUN
ajema-8721	330	34	before	before	ADV
ajema-8721	330	35	and	and	CCONJ
ajema-8721	330	36	after	after	ADP
ajema-8721	330	37	treatment	treatment	NOUN
ajema-8721	330	38	,	,	PUNCT
ajema-8721	330	39	”	"	PUNCT
ajema-8721	330	40	journal	journal	NOUN
ajema-8721	330	41	of	of	ADP
ajema-8721	330	42	pharmacy	pharmacy	NOUN
ajema-8721	330	43	and	and	CCONJ
ajema-8721	330	44	bioallied	bioallie	VERB
ajema-8721	330	45	sciences	science	NOUN
ajema-8721	330	46	,	,	PUNCT
ajema-8721	330	47	vol	vol	NOUN
ajema-8721	330	48	.	.	PROPN
ajema-8721	330	49	17	17	NUM
ajema-8721	330	50	,	,	PUNCT
ajema-8721	330	51	suppl	suppl	ADJ
ajema-8721	330	52	.	.	PROPN
ajema-8721	330	53	2	2	NUM
ajema-8721	330	54	,	,	PUNCT
ajema-8721	330	55	pp	pp	ADJ
ajema-8721	330	56	.	.	PUNCT
ajema-8721	331	1	s1707	s1707	NOUN
ajema-8721	331	2	–	–	PUNCT
ajema-8721	331	3	s1709	s1709	PROPN
ajema-8721	331	4	,	,	PUNCT
ajema-8721	331	5	jun	jun	PROPN
ajema-8721	331	6	.	.	PROPN
ajema-8721	331	7	2025	2025	NUM
ajema-8721	331	8	.	.	PUNCT
ajema-8721	332	1	[	[	X
ajema-8721	332	2	9	9	NUM
ajema-8721	332	3	]	]	PUNCT
ajema-8721	332	4	b.	b.	PROPN
ajema-8721	332	5	shyamsukha	shyamsukha	PROPN
ajema-8721	332	6	,	,	PUNCT
ajema-8721	332	7	h.	h.	PROPN
ajema-8721	332	8	bagde	bagde	PROPN
ajema-8721	332	9	,	,	PUNCT
ajema-8721	332	10	a.	a.	NOUN
ajema-8721	332	11	sharan	sharan	PROPN
ajema-8721	332	12	,	,	PUNCT
ajema-8721	332	13	m.	m.	PROPN
ajema-8721	332	14	choudhary	choudhary	PROPN
ajema-8721	332	15	,	,	PUNCT
ajema-8721	332	16	a.	a.	NOUN
ajema-8721	332	17	duble	duble	NOUN
ajema-8721	332	18	,	,	PUNCT
ajema-8721	332	19	and	and	CCONJ
ajema-8721	332	20	a.	a.	NOUN
ajema-8721	332	21	v.	v.	ADP
ajema-8721	332	22	dhan	dhan	PROPN
ajema-8721	332	23	,	,	PUNCT
ajema-8721	332	24	“	"	PUNCT
ajema-8721	332	25	evaluating	evaluate	VERB
ajema-8721	332	26	the	the	DET
ajema-8721	332	27	potential	potential	NOUN
ajema-8721	332	28	of	of	ADP
ajema-8721	332	29	chatgpt	chatgpt	NOUN
ajema-8721	332	30	as	as	ADP
ajema-8721	332	31	a	a	DET
ajema-8721	332	32	supplementary	supplementary	ADJ
ajema-8721	332	33	intelligent	intelligent	ADJ
ajema-8721	332	34	virtual	virtual	ADJ
ajema-8721	332	35	assistant	assistant	NOUN
ajema-8721	332	36	in	in	ADP
ajema-8721	332	37	periodontology	periodontology	NOUN
ajema-8721	332	38	,	,	PUNCT
ajema-8721	332	39	”	"	PUNCT
ajema-8721	332	40	journal	journal	NOUN
ajema-8721	332	41	of	of	ADP
ajema-8721	332	42	pharmacy	pharmacy	NOUN
ajema-8721	332	43	and	and	CCONJ
ajema-8721	332	44	bioallied	bioallie	VERB
ajema-8721	332	45	sciences	science	NOUN
ajema-8721	332	46	,	,	PUNCT
ajema-8721	332	47	vol	vol	NOUN
ajema-8721	332	48	.	.	PROPN
ajema-8721	332	49	17	17	NUM
ajema-8721	332	50	,	,	PUNCT
ajema-8721	332	51	suppl	suppl	ADJ
ajema-8721	332	52	.	.	PROPN
ajema-8721	332	53	2	2	NUM
ajema-8721	332	54	,	,	PUNCT
ajema-8721	332	55	pp	pp	ADJ
ajema-8721	332	56	.	.	PUNCT
ajema-8721	333	1	s1415	s1415	NOUN
ajema-8721	333	2	–	–	PUNCT
ajema-8721	333	3	s1417	s1417	NOUN
ajema-8721	333	4	,	,	PUNCT
ajema-8721	333	5	jun	jun	PROPN
ajema-8721	333	6	.	.	PROPN
ajema-8721	333	7	2025	2025	NUM
ajema-8721	333	8	.	.	PUNCT
ajema-8721	334	1	[	[	X
ajema-8721	334	2	10	10	NUM
ajema-8721	334	3	]	]	X
ajema-8721	334	4	h.	h.	PROPN
ajema-8721	334	5	s.	s.	PROPN
ajema-8721	334	6	bagde	bagde	PROPN
ajema-8721	334	7	,	,	PUNCT
ajema-8721	334	8	m.	m.	PROPN
ajema-8721	334	9	k.	k.	PROPN
ajema-8721	334	10	alam	alam	PROPN
ajema-8721	334	11	,	,	PUNCT
ajema-8721	334	12	a.	a.	PROPN
ajema-8721	334	13	k.	k.	PROPN
ajema-8721	334	14	a.	a.	PROPN
ajema-8721	334	15	alhamwan	alhamwan	PROPN
ajema-8721	334	16	,	,	PUNCT
ajema-8721	334	17	h.	h.	PROPN
ajema-8721	334	18	m.	m.	PROPN
ajema-8721	334	19	h.	h.	PROPN
ajema-8721	334	20	aljubab	aljubab	PROPN
ajema-8721	334	21	,	,	PUNCT
ajema-8721	334	22	f.	f.	PROPN
ajema-8721	334	23	f.	f.	PROPN
ajema-8721	334	24	a.	a.	PROPN
ajema-8721	334	25	alrashedi	alrashedi	PROPN
ajema-8721	334	26	,	,	PUNCT
ajema-8721	334	27	d.	d.	PROPN
ajema-8721	334	28	h.	h.	PROPN
ajema-8721	334	29	m.	m.	PROPN
ajema-8721	334	30	aljameeli	aljameeli	PROPN
ajema-8721	334	31	,	,	PUNCT
ajema-8721	334	32	and	and	CCONJ
ajema-8721	334	33	m.	m.	NOUN
ajema-8721	334	34	g.	g.	PROPN
ajema-8721	334	35	sghaireen	sghaireen	PROPN
ajema-8721	334	36	,	,	PUNCT
ajema-8721	334	37	“	"	PUNCT
ajema-8721	334	38	the	the	DET
ajema-8721	334	39	effect	effect	NOUN
ajema-8721	334	40	of	of	ADP
ajema-8721	334	41	a	a	DET
ajema-8721	334	42	low	low	ADJ
ajema-8721	334	43	-	-	PUNCT
ajema-8721	334	44	carbohydrate	carbohydrate	NOUN
ajema-8721	334	45	diet	diet	NOUN
ajema-8721	334	46	on	on	ADP
ajema-8721	334	47	periodontal	periodontal	ADJ
ajema-8721	334	48	health	health	NOUN
ajema-8721	334	49	and	and	CCONJ
ajema-8721	334	50	inflammation	inflammation	NOUN
ajema-8721	334	51	in	in	ADP
ajema-8721	334	52	patients	patient	NOUN
ajema-8721	334	53	with	with	ADP
ajema-8721	334	54	type	type	NOUN
ajema-8721	334	55	2	2	NUM
ajema-8721	334	56	diabetes	diabete	NOUN
ajema-8721	334	57	,	,	PUNCT
ajema-8721	334	58	”	"	PUNCT
ajema-8721	334	59	journal	journal	NOUN
ajema-8721	334	60	of	of	ADP
ajema-8721	334	61	pharmacy	pharmacy	NOUN
ajema-8721	334	62	and	and	CCONJ
ajema-8721	334	63	bioallied	bioallie	VERB
ajema-8721	334	64	sciences	science	NOUN
ajema-8721	334	65	,	,	PUNCT
ajema-8721	334	66	vol	vol	NOUN
ajema-8721	334	67	.	.	PROPN
ajema-8721	334	68	16	16	NUM
ajema-8721	334	69	,	,	PUNCT
ajema-8721	334	70	suppl	suppl	ADJ
ajema-8721	334	71	.	.	PROPN
ajema-8721	334	72	1	1	NUM
ajema-8721	334	73	,	,	PUNCT
ajema-8721	334	74	pp	pp	ADJ
ajema-8721	334	75	.	.	PUNCT
ajema-8721	335	1	s641	s641	PROPN
ajema-8721	335	2	–	–	PUNCT
ajema-8721	335	3	s643	s643	PROPN
ajema-8721	335	4	,	,	PUNCT
ajema-8721	335	5	feb	feb	PROPN
ajema-8721	335	6	.	.	PROPN
ajema-8721	335	7	2024	2024	NUM
ajema-8721	335	8	.	.	PUNCT
ajema-8721	336	1	[	[	X
ajema-8721	336	2	11	11	NUM
ajema-8721	336	3	]	]	PUNCT
ajema-8721	336	4	h.	h.	PROPN
ajema-8721	336	5	s.	s.	PROPN
ajema-8721	336	6	bagde	bagde	PROPN
ajema-8721	336	7	,	,	PUNCT
ajema-8721	336	8	m.	m.	PROPN
ajema-8721	336	9	k.	k.	PROPN
ajema-8721	336	10	alam	alam	PROPN
ajema-8721	336	11	,	,	PUNCT
ajema-8721	336	12	y.	y.	PROPN
ajema-8721	336	13	e.	e.	PROPN
ajema-8721	336	14	m.	m.	PROPN
ajema-8721	336	15	almohammed	almohamme	VERB
ajema-8721	336	16	,	,	PUNCT
ajema-8721	336	17	s.	s.	PROPN
ajema-8721	336	18	m.	m.	PROPN
ajema-8721	336	19	m.	m.	PROPN
ajema-8721	336	20	almaqawid	almaqawid	PROPN
ajema-8721	336	21	,	,	PUNCT
ajema-8721	336	22	a.	a.	PROPN
ajema-8721	336	23	w.	w.	PROPN
ajema-8721	336	24	n.	n.	PROPN
ajema-8721	336	25	alanazi	alanazi	PROPN
ajema-8721	336	26	,	,	PUNCT
ajema-8721	336	27	f.	f.	PROPN
ajema-8721	336	28	t.	t.	PROPN
ajema-8721	336	29	f.	f.	PROPN
ajema-8721	336	30	alanazi	alanazi	PROPN
ajema-8721	336	31	,	,	PUNCT
ajema-8721	336	32	and	and	CCONJ
ajema-8721	336	33	m.	m.	NOUN
ajema-8721	336	34	g.	g.	PROPN
ajema-8721	336	35	sghaireen	sghaireen	PROPN
ajema-8721	336	36	,	,	PUNCT
ajema-8721	336	37	“	"	PUNCT
ajema-8721	336	38	the	the	DET
ajema-8721	336	39	efficacy	efficacy	NOUN
ajema-8721	336	40	of	of	ADP
ajema-8721	336	41	platelet	platelet	ADJ
ajema-8721	336	42	-	-	PUNCT
ajema-8721	336	43	rich	rich	ADJ
ajema-8721	336	44	plasma	plasma	NOUN
ajema-8721	336	45	as	as	ADP
ajema-8721	336	46	an	an	DET
ajema-8721	336	47	adjunct	adjunct	ADJ
ajema-8721	336	48	to	to	ADP
ajema-8721	336	49	bone	bone	NOUN
ajema-8721	336	50	grafting	grafting	NOUN
ajema-8721	336	51	in	in	ADP
ajema-8721	336	52	alveolar	alveolar	ADJ
ajema-8721	336	53	ridge	ridge	NOUN
ajema-8721	336	54	preservation	preservation	NOUN
ajema-8721	336	55	following	follow	VERB
ajema-8721	336	56	tooth	tooth	NOUN
ajema-8721	336	57	extraction	extraction	NOUN
ajema-8721	336	58	,	,	PUNCT
ajema-8721	336	59	”	"	PUNCT
ajema-8721	336	60	journal	journal	NOUN
ajema-8721	336	61	of	of	ADP
ajema-8721	336	62	pharmacy	pharmacy	NOUN
ajema-8721	336	63	and	and	CCONJ
ajema-8721	336	64	bioallied	bioallie	VERB
ajema-8721	336	65	sciences	science	NOUN
ajema-8721	336	66	,	,	PUNCT
ajema-8721	336	67	vol	vol	NOUN
ajema-8721	336	68	.	.	PROPN
ajema-8721	337	1	16	16	NUM
ajema-8721	337	2	,	,	PUNCT
ajema-8721	337	3	suppl	suppl	ADJ
ajema-8721	337	4	.	.	PROPN
ajema-8721	338	1	1	1	NUM
ajema-8721	338	2	,	,	PUNCT
ajema-8721	338	3	pp	pp	ADJ
ajema-8721	338	4	.	.	PUNCT
ajema-8721	339	1	s564	s564	NUM
ajema-8721	339	2	–	–	PUNCT
ajema-8721	339	3	s566	s566	PROPN
ajema-8721	339	4	,	,	PUNCT
ajema-8721	339	5	feb	feb	PROPN
ajema-8721	339	6	.	.	PROPN
ajema-8721	339	7	2024	2024	NUM
ajema-8721	339	8	.	.	PUNCT
ajema-8721	340	1	[	[	X
ajema-8721	340	2	12	12	NUM
ajema-8721	340	3	]	]	PUNCT
ajema-8721	340	4	s.	s.	PROPN
ajema-8721	340	5	b.	b.	PROPN
ajema-8721	340	6	mangalekar	mangalekar	PROPN
ajema-8721	340	7	,	,	PUNCT
ajema-8721	340	8	h.	h.	PROPN
ajema-8721	340	9	s.	s.	PROPN
ajema-8721	340	10	bagde	bagde	PROPN
ajema-8721	340	11	,	,	PUNCT
ajema-8721	340	12	m.	m.	NOUN
ajema-8721	340	13	sale	sale	NOUN
ajema-8721	340	14	,	,	PUNCT
ajema-8721	340	15	s.	s.	PROPN
ajema-8721	340	16	v.	v.	PROPN
ajema-8721	340	17	jambhekar	jambhekar	PROPN
ajema-8721	340	18	,	,	PUNCT
ajema-8721	340	19	c.	c.	PROPN
ajema-8721	340	20	patil	patil	PROPN
ajema-8721	340	21	,	,	PUNCT
ajema-8721	340	22	and	and	CCONJ
ajema-8721	340	23	c.	c.	PROPN
ajema-8721	340	24	v.	v.	PROPN
ajema-8721	340	25	deshmukh	deshmukh	PROPN
ajema-8721	340	26	,	,	PUNCT
ajema-8721	340	27	“	"	PUNCT
ajema-8721	340	28	comparing	compare	VERB
ajema-8721	340	29	laser	laser	NOUN
ajema-8721	340	30	-	-	PUNCT
ajema-8721	340	31	assisted	assist	VERB
ajema-8721	340	32	and	and	CCONJ
ajema-8721	340	33	conventional	conventional	ADJ
ajema-8721	340	34	excision	excision	NOUN
ajema-8721	340	35	in	in	ADP
ajema-8721	340	36	the	the	DET
ajema-8721	340	37	management	management	NOUN
ajema-8721	340	38	of	of	ADP
ajema-8721	340	39	oral	oral	ADJ
ajema-8721	340	40	soft	soft	ADJ
ajema-8721	340	41	lesions	lesion	NOUN
ajema-8721	340	42	:	:	PUNCT
ajema-8721	340	43	a	a	DET
ajema-8721	340	44	prospective	prospective	ADJ
ajema-8721	340	45	clinical	clinical	ADJ
ajema-8721	340	46	study	study	NOUN
ajema-8721	340	47	,	,	PUNCT
ajema-8721	340	48	”	"	PUNCT
ajema-8721	340	49	journal	journal	NOUN
ajema-8721	340	50	of	of	ADP
ajema-8721	340	51	pharmacy	pharmacy	NOUN
ajema-8721	340	52	and	and	CCONJ
ajema-8721	340	53	bioallied	bioallie	VERB
ajema-8721	340	54	sciences	science	NOUN
ajema-8721	340	55	,	,	PUNCT
ajema-8721	340	56	vol	vol	NOUN
ajema-8721	340	57	.	.	PROPN
ajema-8721	340	58	16	16	NUM
ajema-8721	340	59	,	,	PUNCT
ajema-8721	340	60	suppl	suppl	ADJ
ajema-8721	340	61	.	.	PROPN
ajema-8721	340	62	1	1	NUM
ajema-8721	340	63	,	,	PUNCT
ajema-8721	340	64	pp	pp	ADJ
ajema-8721	340	65	.	.	PUNCT
ajema-8721	341	1	s859	s859	PROPN
ajema-8721	341	2	–	–	PUNCT
ajema-8721	341	3	s861	s861	PROPN
ajema-8721	341	4	,	,	PUNCT
ajema-8721	341	5	feb	feb	PROPN
ajema-8721	341	6	.	.	PROPN
ajema-8721	341	7	2024	2024	NUM
ajema-8721	341	8	.	.	PUNCT
ajema-8721	342	1	[	[	X
ajema-8721	342	2	13	13	NUM
ajema-8721	342	3	]	]	PUNCT
ajema-8721	342	4	m.	m.	NOUN
ajema-8721	342	5	k.	k.	PROPN
ajema-8721	342	6	alam	alam	PROPN
ajema-8721	342	7	,	,	PUNCT
ajema-8721	342	8	h.	h.	PROPN
ajema-8721	342	9	s.	s.	PROPN
ajema-8721	342	10	bagde	bagde	PROPN
ajema-8721	342	11	,	,	PUNCT
ajema-8721	342	12	a.	a.	PROPN
ajema-8721	342	13	k.	k.	PROPN
ajema-8721	342	14	a.	a.	PROPN
ajema-8721	342	15	alhamwan	alhamwan	PROPN
ajema-8721	342	16	,	,	PUNCT
ajema-8721	342	17	h.	h.	PROPN
ajema-8721	342	18	m.	m.	PROPN
ajema-8721	342	19	h.	h.	PROPN
ajema-8721	342	20	aljubab	aljubab	PROPN
ajema-8721	342	21	,	,	PUNCT
ajema-8721	342	22	f.	f.	PROPN
ajema-8721	342	23	f.	f.	PROPN
ajema-8721	342	24	a.	a.	PROPN
ajema-8721	342	25	alrashedi	alrashedi	PROPN
ajema-8721	342	26	,	,	PUNCT
ajema-8721	342	27	d.	d.	PROPN
ajema-8721	342	28	h.	h.	PROPN
ajema-8721	342	29	m.	m.	PROPN
ajema-8721	342	30	aljameeli	aljameeli	PROPN
ajema-8721	342	31	,	,	PUNCT
ajema-8721	342	32	and	and	CCONJ
ajema-8721	342	33	m.	m.	NOUN
ajema-8721	342	34	g.	g.	PROPN
ajema-8721	342	35	sghaireen	sghaireen	PROPN
ajema-8721	342	36	,	,	PUNCT
ajema-8721	342	37	“	"	PUNCT
ajema-8721	342	38	comparing	compare	VERB
ajema-8721	342	39	the	the	DET
ajema-8721	342	40	long	long	ADJ
ajema-8721	342	41	-	-	PUNCT
ajema-8721	342	42	term	term	NOUN
ajema-8721	342	43	success	success	NOUN
ajema-8721	342	44	rates	rate	NOUN
ajema-8721	342	45	of	of	ADP
ajema-8721	342	46	immediate	immediate	ADJ
ajema-8721	342	47	implant	implant	ADJ
ajema-8721	342	48	placement	placement	NOUN
ajema-8721	342	49	vs	vs	ADP
ajema-8721	342	50	delayed	delay	VERB
ajema-8721	342	51	implant	implant	ADJ
ajema-8721	342	52	placement	placement	NOUN
ajema-8721	342	53	in	in	ADP
ajema-8721	342	54	patients	patient	NOUN
ajema-8721	342	55	with	with	ADP
ajema-8721	342	56	periodontally	periodontally	ADV
ajema-8721	342	57	compromised	compromise	VERB
ajema-8721	342	58	teeth	tooth	NOUN
ajema-8721	342	59	,	,	PUNCT
ajema-8721	342	60	”	"	PUNCT
ajema-8721	342	61	journal	journal	NOUN
ajema-8721	342	62	of	of	ADP
ajema-8721	342	63	pharmacy	pharmacy	NOUN
ajema-8721	342	64	and	and	CCONJ
ajema-8721	342	65	bioallied	bioallie	VERB
ajema-8721	342	66	sciences	science	NOUN
ajema-8721	342	67	,	,	PUNCT
ajema-8721	342	68	vol	vol	NOUN
ajema-8721	342	69	.	.	PROPN
ajema-8721	342	70	16	16	NUM
ajema-8721	342	71	,	,	PUNCT
ajema-8721	342	72	suppl	suppl	ADJ
ajema-8721	342	73	.	.	PROPN
ajema-8721	342	74	1	1	NUM
ajema-8721	342	75	,	,	PUNCT
ajema-8721	342	76	pp	pp	ADJ
ajema-8721	342	77	.	.	PUNCT
ajema-8721	343	1	s626	s626	PROPN
ajema-8721	343	2	–	–	PUNCT
ajema-8721	343	3	s628	s628	PROPN
ajema-8721	343	4	,	,	PUNCT
ajema-8721	343	5	feb	feb	PROPN
ajema-8721	343	6	.	.	PROPN
ajema-8721	343	7	2024	2024	NUM
ajema-8721	343	8	.	.	PUNCT
ajema-8721	344	1	[	[	X
ajema-8721	344	2	14	14	NUM
ajema-8721	344	3	]	]	X
ajema-8721	344	4	h.	h.	PROPN
ajema-8721	344	5	s.	s.	PROPN
ajema-8721	344	6	bagde	bagde	PROPN
ajema-8721	344	7	,	,	PUNCT
ajema-8721	344	8	m.	m.	PROPN
ajema-8721	344	9	k.	k.	PROPN
ajema-8721	344	10	alam	alam	PROPN
ajema-8721	344	11	,	,	PUNCT
ajema-8721	344	12	y.	y.	PROPN
ajema-8721	344	13	e.	e.	PROPN
ajema-8721	344	14	m.	m.	PROPN
ajema-8721	344	15	almohammed	almohamme	VERB
ajema-8721	344	16	,	,	PUNCT
ajema-8721	344	17	s.	s.	PROPN
ajema-8721	344	18	m.	m.	PROPN
ajema-8721	344	19	m.	m.	PROPN
ajema-8721	344	20	almaqawid	almaqawid	PROPN
ajema-8721	344	21	,	,	PUNCT
ajema-8721	344	22	k.	k.	PROPN
ajema-8721	344	23	k.	k.	PROPN
ajema-8721	344	24	ganji	ganji	PROPN
ajema-8721	344	25	,	,	PUNCT
ajema-8721	344	26	and	and	CCONJ
ajema-8721	344	27	m.	m.	NOUN
ajema-8721	344	28	g.	g.	PROPN
ajema-8721	344	29	sghaireen	sghaireen	PROPN
ajema-8721	344	30	,	,	PUNCT
ajema-8721	344	31	“	"	PUNCT
ajema-8721	344	32	comparing	compare	VERB
ajema-8721	344	33	the	the	DET
ajema-8721	344	34	clinical	clinical	ADJ
ajema-8721	344	35	and	and	CCONJ
ajema-8721	344	36	radiographic	radiographic	ADJ
ajema-8721	344	37	outcomes	outcome	NOUN
ajema-8721	344	38	of	of	ADP
ajema-8721	344	39	two	two	NUM
ajema-8721	344	40	different	different	ADJ
ajema-8721	344	41	surgical	surgical	ADJ
ajema-8721	344	42	approaches	approach	NOUN
ajema-8721	344	43	for	for	ADP
ajema-8721	344	44	treating	treat	VERB
ajema-8721	344	45	infrabony	infrabony	NOUN
ajema-8721	344	46	defects	defect	NOUN
ajema-8721	344	47	in	in	ADP
ajema-8721	344	48	chronic	chronic	ADJ
ajema-8721	344	49	periodontitis	periodontitis	NOUN
ajema-8721	344	50	patients	patient	NOUN
ajema-8721	344	51	,	,	PUNCT
ajema-8721	344	52	”	"	PUNCT
ajema-8721	344	53	journal	journal	NOUN
ajema-8721	344	54	of	of	ADP
ajema-8721	344	55	pharmacy	pharmacy	NOUN
ajema-8721	344	56	and	and	CCONJ
ajema-8721	344	57	bioallied	bioallie	VERB
ajema-8721	344	58	sciences	science	NOUN
ajema-8721	344	59	,	,	PUNCT
ajema-8721	344	60	vol	vol	NOUN
ajema-8721	344	61	.	.	PROPN
ajema-8721	344	62	16	16	NUM
ajema-8721	344	63	,	,	PUNCT
ajema-8721	344	64	suppl	suppl	ADJ
ajema-8721	344	65	.	.	PROPN
ajema-8721	345	1	1	1	NUM
ajema-8721	345	2	,	,	PUNCT
ajema-8721	345	3	pp	pp	ADJ
ajema-8721	345	4	.	.	PUNCT
ajema-8721	346	1	s567	s567	NUM
ajema-8721	346	2	–	–	PUNCT
ajema-8721	346	3	s569	s569	PROPN
ajema-8721	346	4	,	,	PUNCT
ajema-8721	346	5	feb	feb	PROPN
ajema-8721	346	6	.	.	PROPN
ajema-8721	346	7	2024	2024	NUM
ajema-8721	346	8	.	.	PUNCT
ajema-8721	347	1	[	[	X
ajema-8721	347	2	15	15	NUM
ajema-8721	347	3	]	]	X
ajema-8721	347	4	a.	a.	NOUN
ajema-8721	347	5	sharan	sharan	PROPN
ajema-8721	347	6	,	,	PUNCT
ajema-8721	347	7	b.	b.	PROPN
ajema-8721	347	8	pawar	pawar	PROPN
ajema-8721	347	9	,	,	PUNCT
ajema-8721	347	10	h.	h.	PROPN
ajema-8721	347	11	bagde	bagde	NOUN
ajema-8721	347	12	,	,	PUNCT
ajema-8721	347	13	t.	t.	PROPN
ajema-8721	347	14	k.	k.	PROPN
ajema-8721	347	15	chawla	chawla	PROPN
ajema-8721	347	16	,	,	PUNCT
ajema-8721	347	17	a.	a.	PROPN
ajema-8721	347	18	v.	v.	PROPN
ajema-8721	347	19	dhan	dhan	PROPN
ajema-8721	347	20	,	,	PUNCT
ajema-8721	347	21	b.	b.	PROPN
ajema-8721	347	22	shyamsukha	shyamsukha	PROPN
ajema-8721	347	23	,	,	PUNCT
ajema-8721	347	24	and	and	CCONJ
ajema-8721	347	25	s.	s.	PROPN
ajema-8721	347	26	sharma	sharma	PROPN
ajema-8721	347	27	,	,	PUNCT
ajema-8721	347	28	“	"	PUNCT
ajema-8721	347	29	comparative	comparative	ADJ
ajema-8721	347	30	evaluation	evaluation	NOUN
ajema-8721	347	31	of	of	ADP
ajema-8721	347	32	dentin	dentin	NOUN
ajema-8721	347	33	hypersensitivity	hypersensitivity	NOUN
ajema-8721	347	34	reduction	reduction	NOUN
ajema-8721	347	35	over	over	ADP
ajema-8721	347	36	one	one	NUM
ajema-8721	347	37	month	month	NOUN
ajema-8721	347	38	after	after	ADP
ajema-8721	347	39	a	a	DET
ajema-8721	347	40	single	single	ADJ
ajema-8721	347	41	topical	topical	ADJ
ajema-8721	347	42	application	application	NOUN
ajema-8721	347	43	of	of	ADP
ajema-8721	347	44	three	three	NUM
ajema-8721	347	45	different	different	ADJ
ajema-8721	347	46	materials	material	NOUN
ajema-8721	347	47	:	:	PUNCT
ajema-8721	347	48	a	a	DET
ajema-8721	347	49	prospective	prospective	ADJ
ajema-8721	347	50	experimental	experimental	ADJ
ajema-8721	347	51	study	study	NOUN
ajema-8721	347	52	,	,	PUNCT
ajema-8721	347	53	”	"	PUNCT
ajema-8721	347	54	journal	journal	NOUN
ajema-8721	347	55	of	of	ADP
ajema-8721	347	56	pharmacy	pharmacy	NOUN
ajema-8721	347	57	and	and	CCONJ
ajema-8721	347	58	bioallied	bioallie	VERB
ajema-8721	347	59	sciences	science	NOUN
ajema-8721	347	60	,	,	PUNCT
ajema-8721	347	61	vol	vol	NOUN
ajema-8721	347	62	.	.	PROPN
ajema-8721	347	63	16	16	NUM
ajema-8721	347	64	,	,	PUNCT
ajema-8721	347	65	suppl	suppl	ADJ
ajema-8721	347	66	.	.	PROPN
ajema-8721	348	1	4	4	NUM
ajema-8721	348	2	,	,	PUNCT
ajema-8721	348	3	pp	pp	ADJ
ajema-8721	348	4	.	.	PUNCT
ajema-8721	349	1	s3405	s3405	NOUN
ajema-8721	349	2	–	–	PUNCT
ajema-8721	349	3	s3407	s3407	NOUN
ajema-8721	349	4	,	,	PUNCT
ajema-8721	349	5	dec	dec	PROPN
ajema-8721	349	6	.	.	PROPN
ajema-8721	349	7	2024	2024	NUM
ajema-8721	349	8	.	.	PUNCT
ajema-8721	350	1	[	[	X
ajema-8721	350	2	16	16	NUM
ajema-8721	350	3	]	]	PUNCT
ajema-8721	350	4	j.	j.	PROPN
ajema-8721	350	5	prakash	prakash	PROPN
ajema-8721	350	6	,	,	PUNCT
ajema-8721	350	7	t.	t.	PROPN
ajema-8721	350	8	sinha	sinha	PROPN
ajema-8721	350	9	,	,	PUNCT
ajema-8721	350	10	h.	h.	PROPN
ajema-8721	350	11	bagde	bagde	NOUN
ajema-8721	350	12	,	,	PUNCT
ajema-8721	350	13	n.	n.	PROPN
ajema-8721	350	14	rajegowda	rajegowda	PROPN
ajema-8721	350	15	,	,	PUNCT
ajema-8721	350	16	s.	s.	PROPN
ajema-8721	350	17	bhat	bhat	PROPN
ajema-8721	350	18	,	,	PUNCT
ajema-8721	350	19	a.	a.	PROPN
ajema-8721	350	20	dhopte	dhopte	PROPN
ajema-8721	350	21	,	,	PUNCT
ajema-8721	350	22	m.	m.	NOUN
ajema-8721	350	23	cicciù	cicciù	VERB
ajema-8721	350	24	,	,	PUNCT
ajema-8721	350	25	and	and	CCONJ
ajema-8721	350	26	g.	g.	PROPN
ajema-8721	350	27	minervini	minervini	PROPN
ajema-8721	350	28	,	,	PUNCT
ajema-8721	350	29	“	"	PUNCT
ajema-8721	350	30	evidence	evidence	NOUN
ajema-8721	350	31	-	-	PUNCT
ajema-8721	350	32	based	base	VERB
ajema-8721	350	33	assessment	assessment	NOUN
ajema-8721	350	34	of	of	ADP
ajema-8721	350	35	temporomandibular	temporomandibular	ADJ
ajema-8721	350	36	disorders	disorder	NOUN
ajema-8721	350	37	in	in	ADP
ajema-8721	350	38	complete	complete	ADJ
ajema-8721	350	39	denture	denture	NOUN
ajema-8721	350	40	versus	versus	ADP
ajema-8721	350	41	partial	partial	ADJ
ajema-8721	350	42	denture	denture	NOUN
ajema-8721	350	43	users	user	NOUN
ajema-8721	350	44	:	:	PUNCT
ajema-8721	350	45	a	a	DET
ajema-8721	350	46	systematic	systematic	ADJ
ajema-8721	350	47	review	review	NOUN
ajema-8721	350	48	,	,	PUNCT
ajema-8721	350	49	”	"	PUNCT
ajema-8721	350	50	minerva	minerva	PROPN
ajema-8721	350	51	dental	dental	ADJ
ajema-8721	350	52	and	and	CCONJ
ajema-8721	350	53	oral	oral	ADJ
ajema-8721	350	54	science	science	NOUN
ajema-8721	350	55	,	,	PUNCT
ajema-8721	350	56	sep	sep	PROPN
ajema-8721	350	57	.	.	PUNCT
ajema-8721	350	58	2025	2025	NUM
ajema-8721	350	59	.	.	PUNCT
ajema-8721	351	1	[	[	X
ajema-8721	351	2	17	17	NUM
ajema-8721	351	3	]	]	PUNCT
ajema-8721	351	4	j.	j.	PROPN
ajema-8721	351	5	r.	r.	PROPN
ajema-8721	351	6	rogers	rogers	PROPN
ajema-8721	351	7	,	,	PUNCT
ajema-8721	351	8	y.	y.	PROPN
ajema-8721	351	9	wang	wang	PROPN
ajema-8721	351	10	,	,	PUNCT
ajema-8721	351	11	n.	n.	PROPN
ajema-8721	351	12	f.	f.	PROPN
ajema-8721	351	13	khan	khan	PROPN
ajema-8721	351	14	,	,	PUNCT
ajema-8721	351	15	k.	k.	PROPN
ajema-8721	351	16	mott	mott	PROPN
ajema-8721	351	17	,	,	PUNCT
ajema-8721	351	18	v.	v.	PROPN
ajema-8721	351	19	k.	k.	PROPN
ajema-8721	351	20	nomula	nomula	PROPN
ajema-8721	351	21	,	,	PUNCT
ajema-8721	351	22	d.	d.	PROPN
ajema-8721	351	23	wang	wang	PROPN
ajema-8721	351	24	,	,	PUNCT
ajema-8721	351	25	p.	p.	PROPN
ajema-8721	351	26	c.	c.	PROPN
ajema-8721	351	27	fiduccia	fiduccia	PROPN
ajema-8721	351	28	,	,	PUNCT
ajema-8721	351	29	m.	m.	NOUN
ajema-8721	351	30	burcu	burcu	NOUN
ajema-8721	351	31	,	,	PUNCT
ajema-8721	351	32	and	and	CCONJ
ajema-8721	351	33	x.	x.	PROPN
ajema-8721	351	34	liu	liu	PROPN
ajema-8721	351	35	,	,	PUNCT
ajema-8721	351	36	“	"	PUNCT
ajema-8721	351	37	landscape	landscape	NOUN
ajema-8721	351	38	assessment	assessment	NOUN
ajema-8721	351	39	of	of	ADP
ajema-8721	351	40	clone	clone	NOUN
ajema-8721	351	41	-	-	PUNCT
ajema-8721	351	42	censor	censor	NOUN
ajema-8721	351	43	-	-	PUNCT
ajema-8721	351	44	weight	weight	NOUN
ajema-8721	351	45	methodology	methodology	NOUN
ajema-8721	351	46	application	application	NOUN
ajema-8721	351	47	in	in	ADP
ajema-8721	351	48	real	real	ADJ
ajema-8721	351	49	-	-	PUNCT
ajema-8721	351	50	world	world	NOUN
ajema-8721	351	51	data	datum	NOUN
ajema-8721	351	52	studies	study	NOUN
ajema-8721	351	53	:	:	PUNCT
ajema-8721	351	54	a	a	DET
ajema-8721	351	55	scoping	scope	VERB
ajema-8721	351	56	review	review	NOUN
ajema-8721	351	57	,	,	PUNCT
ajema-8721	351	58	”	"	PUNCT
ajema-8721	351	59	in	in	ADP
ajema-8721	351	60	proceedings	proceeding	NOUN
ajema-8721	351	61	of	of	ADP
ajema-8721	351	62	the	the	DET
ajema-8721	351	63	pharmacoepidemiology	pharmacoepidemiology	NOUN
ajema-8721	351	64	and	and	CCONJ
ajema-8721	351	65	drug	drug	NOUN
ajema-8721	351	66	safety	safety	NOUN
ajema-8721	351	67	conference	conference	NOUN
ajema-8721	351	68	,	,	PUNCT
ajema-8721	351	69	vol	vol	NOUN
ajema-8721	351	70	.	.	PROPN
ajema-8721	352	1	33	33	NUM
ajema-8721	352	2	,	,	PUNCT
ajema-8721	352	3	pp	pp	ADJ
ajema-8721	352	4	.	.	PUNCT
ajema-8721	353	1	424–424	424–424	NUM
ajema-8721	353	2	,	,	PUNCT
ajema-8721	353	3	nov	nov	PROPN
ajema-8721	353	4	.	.	PROPN
ajema-8721	353	5	1	1	NUM
ajema-8721	353	6	,	,	PUNCT
ajema-8721	353	7	2024	2024	NUM
ajema-8721	353	8	.	.	PUNCT
ajema-8721	354	1	[	[	X
ajema-8721	354	2	18	18	NUM
ajema-8721	354	3	]	]	X
ajema-8721	354	4	i.	i.	PROPN
ajema-8721	354	5	a.	a.	PROPN
ajema-8721	354	6	mohammed	mohammed	PROPN
ajema-8721	354	7	,	,	PUNCT
ajema-8721	354	8	"	"	PUNCT
ajema-8721	354	9	artificial	artificial	ADJ
ajema-8721	354	10	intelligence	intelligence	NOUN
ajema-8721	354	11	in	in	ADP
ajema-8721	354	12	supplier	supplier	NOUN
ajema-8721	354	13	selection	selection	NOUN
ajema-8721	354	14	and	and	CCONJ
ajema-8721	354	15	performance	performance	NOUN
ajema-8721	354	16	monitoring	monitoring	NOUN
ajema-8721	354	17	:	:	PUNCT
ajema-8721	354	18	a	a	DET
ajema-8721	354	19	framework	framework	NOUN
ajema-8721	354	20	for	for	ADP
ajema-8721	354	21	supply	supply	NOUN
ajema-8721	354	22	chain	chain	NOUN
ajema-8721	354	23	managers	manager	NOUN
ajema-8721	354	24	,	,	PUNCT
ajema-8721	354	25	"	"	PUNCT
ajema-8721	354	26	educational	educational	ADJ
ajema-8721	354	27	administration	administration	NOUN
ajema-8721	354	28	:	:	PUNCT
ajema-8721	354	29	theory	theory	NOUN
ajema-8721	354	30	and	and	CCONJ
ajema-8721	354	31	practice	practice	NOUN
ajema-8721	354	32	,	,	PUNCT
ajema-8721	354	33	vol	vol	NOUN
ajema-8721	354	34	.	.	PROPN
ajema-8721	354	35	29	29	NUM
ajema-8721	354	36	,	,	PUNCT
ajema-8721	354	37	no	no	INTJ
ajema-8721	354	38	.	.	NOUN
ajema-8721	354	39	3	3	NUM
ajema-8721	354	40	,	,	PUNCT
ajema-8721	354	41	pp	pp	ADJ
ajema-8721	354	42	.	.	PUNCT
ajema-8721	355	1	1186–1198	1186–1198	NUM
ajema-8721	355	2	,	,	PUNCT
ajema-8721	355	3	2023	2023	NUM
ajema-8721	355	4	.	.	PUNCT
ajema-8721	356	1	[	[	X
ajema-8721	356	2	19	19	NUM
ajema-8721	356	3	]	]	X
ajema-8721	356	4	i.	i.	PROPN
ajema-8721	356	5	a.	a.	PROPN
ajema-8721	356	6	mohammed	mohammed	PROPN
ajema-8721	356	7	,	,	PUNCT
ajema-8721	356	8	"	"	PUNCT
ajema-8721	356	9	the	the	DET
ajema-8721	356	10	role	role	NOUN
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ajema-8721	356	12	artificial	artificial	ADJ
ajema-8721	356	13	intelligence	intelligence	NOUN
ajema-8721	356	14	in	in	ADP
ajema-8721	356	15	enhancing	enhance	VERB
ajema-8721	356	16	business	business	NOUN
ajema-8721	356	17	efficiency	efficiency	NOUN
ajema-8721	356	18	and	and	CCONJ
ajema-8721	356	19	supply	supply	NOUN
ajema-8721	356	20	chain	chain	NOUN
ajema-8721	356	21	management	management	NOUN
ajema-8721	356	22	,	,	PUNCT
ajema-8721	356	23	"	"	PUNCT
ajema-8721	356	24	journal	journal	NOUN
ajema-8721	356	25	of	of	ADP
ajema-8721	356	26	information	information	NOUN
ajema-8721	356	27	systems	system	NOUN
ajema-8721	356	28	engineering	engineering	NOUN
ajema-8721	356	29	and	and	CCONJ
ajema-8721	356	30	management	management	NOUN
ajema-8721	356	31	,	,	PUNCT
ajema-8721	356	32	vol	vol	NOUN
ajema-8721	356	33	.	.	PROPN
ajema-8721	356	34	10	10	NUM
ajema-8721	356	35	,	,	PUNCT
ajema-8721	356	36	no	no	NOUN
ajema-8721	356	37	.	.	NOUN
ajema-8721	356	38	10s	10	NOUN
ajema-8721	356	39	,	,	PUNCT
ajema-8721	356	40	pp	pp	ADV
ajema-8721	356	41	.	.	PUNCT
ajema-8721	357	1	509–518	509–518	NUM
ajema-8721	357	2	,	,	PUNCT
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ajema-8721	357	4	.	.	PROPN
ajema-8721	357	5	2025	2025	NUM
ajema-8721	357	6	.	.	PUNCT
ajema-8721	358	1	[	[	X
ajema-8721	358	2	20	20	NUM
ajema-8721	358	3	]	]	PUNCT
ajema-8721	358	4	i.	i.	PROPN
ajema-8721	358	5	a.	a.	PROPN
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ajema-8721	358	7	,	,	PUNCT
ajema-8721	358	8	"	"	PUNCT
ajema-8721	358	9	ai	ai	ADJ
ajema-8721	358	10	-	-	PUNCT
ajema-8721	358	11	powered	power	VERB
ajema-8721	358	12	risk	risk	NOUN
ajema-8721	358	13	management	management	NOUN
ajema-8721	358	14	frameworks	framework	NOUN
ajema-8721	358	15	for	for	ADP
ajema-8721	358	16	ensuring	ensure	VERB
ajema-8721	358	17	supplier	supplier	NOUN
ajema-8721	358	18	http://www/	http://www/	PUNCT
ajema-8721	358	19	151	151	NUM
ajema-8721	358	20	journal	journal	NOUN
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ajema-8721	358	22	engineering	engineering	NOUN
ajema-8721	358	23	,	,	PUNCT
ajema-8721	358	24	mechanics	mechanic	NOUN
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ajema-8721	358	26	architecture	architecture	NOUN
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ajema-8721	358	28	.	.	PUNCT
ajema-8721	359	1	grnjournal.us	grnjournal.us	X
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ajema-8721	359	3	in	in	ADP
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ajema-8721	359	7	energy	energy	NOUN
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ajema-8721	359	9	supply	supply	NOUN
ajema-8721	359	10	chains	chain	NOUN
ajema-8721	359	11	,	,	PUNCT
ajema-8721	359	12	"	"	PUNCT
ajema-8721	359	13	international	international	ADJ
ajema-8721	359	14	journal	journal	NOUN
ajema-8721	359	15	of	of	ADP
ajema-8721	359	16	intelligent	intelligent	ADJ
ajema-8721	359	17	systems	system	NOUN
ajema-8721	359	18	and	and	CCONJ
ajema-8721	359	19	applications	application	NOUN
ajema-8721	359	20	in	in	ADP
ajema-8721	359	21	engineering	engineering	NOUN
ajema-8721	359	22	,	,	PUNCT
ajema-8721	359	23	vol	vol	NOUN
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ajema-8721	359	29	1	1	NUM
ajema-8721	359	30	,	,	PUNCT
ajema-8721	359	31	pp	pp	ADJ
ajema-8721	359	32	.	.	PUNCT
ajema-8721	359	33	854	854	NUM
ajema-8721	359	34	–	–	PUNCT
ajema-8721	359	35	,	,	PUNCT
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ajema-8721	359	39	.	.	PUNCT
ajema-8721	360	1	[	[	X
ajema-8721	360	2	21	21	NUM
ajema-8721	360	3	]	]	X
ajema-8721	360	4	i.	i.	PROPN
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ajema-8721	360	8	"	"	PUNCT
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ajema-8721	360	11	capture	capture	NOUN
ajema-8721	360	12	supply	supply	NOUN
ajema-8721	360	13	chains	chain	NOUN
ajema-8721	360	14	with	with	ADP
ajema-8721	360	15	ai	ai	ADJ
ajema-8721	360	16	-	-	PUNCT
ajema-8721	360	17	driven	drive	VERB
ajema-8721	360	18	supplier	supplier	NOUN
ajema-8721	360	19	quality	quality	NOUN
ajema-8721	360	20	management	management	NOUN
ajema-8721	360	21	and	and	CCONJ
ajema-8721	360	22	predictive	predictive	ADJ
ajema-8721	360	23	analytics	analytic	NOUN
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ajema-8721	360	29	-	-	PUNCT
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ajema-8721	360	33	,	,	PUNCT
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ajema-8721	360	37	.	.	PUNCT
ajema-8721	361	1	[	[	X
ajema-8721	361	2	22	22	NUM
ajema-8721	361	3	]	]	PUNCT
ajema-8721	361	4	i.	i.	PROPN
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ajema-8721	361	8	"	"	PUNCT
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ajema-8721	361	11	-	-	PUNCT
ajema-8721	361	12	driven	drive	VERB
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ajema-8721	361	22	storage	storage	NOUN
ajema-8721	361	23	supply	supply	NOUN
ajema-8721	361	24	chains	chain	NOUN
ajema-8721	361	25	,	,	PUNCT
ajema-8721	361	26	"	"	PUNCT
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ajema-8721	361	28	journal	journal	NOUN
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ajema-8721	361	30	intelligent	intelligent	ADJ
ajema-8721	361	31	systems	system	NOUN
ajema-8721	361	32	and	and	CCONJ
ajema-8721	361	33	applications	application	NOUN
ajema-8721	361	34	in	in	ADP
ajema-8721	361	35	engineering	engineering	NOUN
ajema-8721	361	36	,	,	PUNCT
ajema-8721	361	37	pp	pp	ADP
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ajema-8721	362	1	767–770	767–770	NUM
ajema-8721	362	2	,	,	PUNCT
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ajema-8721	362	4	.	.	PUNCT
ajema-8721	363	1	[	[	X
ajema-8721	363	2	23	23	NUM
ajema-8721	363	3	]	]	X
ajema-8721	363	4	n.	n.	PROPN
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ajema-8721	363	9	,	,	PUNCT
ajema-8721	363	10	i.	i.	PROPN
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ajema-8721	363	14	s.	s.	PROPN
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ajema-8721	363	21	"	"	PUNCT
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ajema-8721	363	24	:	:	PUNCT
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ajema-8721	363	26	artificial	artificial	ADJ
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ajema-8721	363	32	-	-	PUNCT
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ajema-8721	363	34	,	,	PUNCT
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ajema-8721	363	37	in	in	ADP
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ajema-8721	363	39	research	research	NOUN
ajema-8721	363	40	,	,	PUNCT
ajema-8721	363	41	vol	vol	NOUN
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ajema-8721	363	44	,	,	PUNCT
ajema-8721	363	45	pp	pp	ADJ
ajema-8721	363	46	.	.	PUNCT
ajema-8721	364	1	98–105	98–105	NUM
ajema-8721	364	2	,	,	PUNCT
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ajema-8721	364	4	.	.	PUNCT
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ajema-8721	365	2	24	24	NUM
ajema-8721	365	3	]	]	PUNCT
ajema-8721	365	4	k.	k.	PROPN
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ajema-8721	365	7	s.	s.	PROPN
ajema-8721	365	8	s.	s.	PROPN
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ajema-8721	365	10	,	,	PUNCT
ajema-8721	365	11	e.	e.	PROPN
ajema-8721	365	12	s.	s.	PROPN
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ajema-8721	365	15	r.	r.	PROPN
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ajema-8721	365	18	b.	b.	PROPN
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ajema-8721	365	21	and	and	CCONJ
ajema-8721	365	22	a.	a.	NOUN
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ajema-8721	365	36	”	"	PUNCT
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ajema-8721	365	43	and	and	CCONJ
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ajema-8721	365	45	,	,	PUNCT
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ajema-8721	365	49	,	,	PUNCT
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ajema-8721	365	54	pp	pp	ADJ
ajema-8721	365	55	.	.	PUNCT
ajema-8721	366	1	241–253	241–253	NUM
ajema-8721	366	2	,	,	PUNCT
ajema-8721	366	3	2025	2025	NUM
ajema-8721	366	4	.	.	PUNCT
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ajema-8721	367	2	25	25	NUM
ajema-8721	367	3	]	]	PUNCT
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ajema-8721	367	8	h.	h.	PROPN
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ajema-8721	367	12	k.	k.	PROPN
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ajema-8721	367	15	and	and	CCONJ
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ajema-8721	367	18	gnanadurai	gnanadurai	PROPN
ajema-8721	367	19	,	,	PUNCT
ajema-8721	367	20	“	"	PUNCT
ajema-8721	367	21	enhanced	enhanced	ADJ
ajema-8721	367	22	emg	emg	NOUN
ajema-8721	367	23	-	-	PUNCT
ajema-8721	367	24	based	base	VERB
ajema-8721	367	25	hand	hand	NOUN
ajema-8721	367	26	gesture	gesture	NOUN
ajema-8721	367	27	recognition	recognition	NOUN
ajema-8721	367	28	by	by	ADP
ajema-8721	367	29	using	use	VERB
ajema-8721	367	30	generalized	generalized	ADJ
ajema-8721	367	31	deep	deep	ADJ
ajema-8721	367	32	infomax	infomax	ADJ
ajema-8721	367	33	networks	network	NOUN
ajema-8721	367	34	,	,	PUNCT
ajema-8721	367	35	”	"	PUNCT
ajema-8721	367	36	journal	journal	NOUN
ajema-8721	367	37	of	of	ADP
ajema-8721	367	38	sensors	sensor	NOUN
ajema-8721	367	39	,	,	PUNCT
ajema-8721	367	40	vol	vol	NOUN
ajema-8721	367	41	.	.	PROPN
ajema-8721	367	42	2025	2025	NUM
ajema-8721	367	43	,	,	PUNCT
ajema-8721	367	44	no	no	INTJ
ajema-8721	367	45	.	.	NOUN
ajema-8721	367	46	1	1	NUM
ajema-8721	367	47	,	,	PUNCT
ajema-8721	367	48	p.	p.	NOUN
ajema-8721	367	49	9496890	9496890	NUM
ajema-8721	367	50	,	,	PUNCT
ajema-8721	367	51	2025	2025	NUM
ajema-8721	367	52	.	.	PUNCT
ajema-8721	368	1	[	[	X
ajema-8721	368	2	26	26	NUM
ajema-8721	368	3	]	]	PUNCT
ajema-8721	368	4	k.	k.	PROPN
ajema-8721	368	5	lakshmi	lakshmi	PROPN
ajema-8721	368	6	and	and	CCONJ
ajema-8721	368	7	k.	k.	PROPN
ajema-8721	368	8	chitra	chitra	PROPN
ajema-8721	368	9	,	,	PUNCT
ajema-8721	368	10	“	"	PUNCT
ajema-8721	368	11	stress	stress	ADJ
ajema-8721	368	12	net	net	NOUN
ajema-8721	368	13	:	:	PUNCT
ajema-8721	368	14	multimodal	multimodal	NOUN
ajema-8721	368	15	stress	stress	NOUN
ajema-8721	368	16	detection	detection	NOUN
ajema-8721	368	17	using	use	VERB
ajema-8721	368	18	ecg	ecg	PROPN
ajema-8721	368	19	and	and	CCONJ
ajema-8721	368	20	eeg	eeg	PROPN
ajema-8721	368	21	signals	signal	NOUN
ajema-8721	368	22	,	,	PUNCT
ajema-8721	368	23	”	"	PUNCT
ajema-8721	368	24	journal	journal	NOUN
ajema-8721	368	25	of	of	ADP
ajema-8721	368	26	data	datum	NOUN
ajema-8721	368	27	science	science	NOUN
ajema-8721	368	28	,	,	PUNCT
ajema-8721	368	29	vol	vol	NOUN
ajema-8721	368	30	.	.	PROPN
ajema-8721	368	31	2024	2024	NUM
ajema-8721	368	32	,	,	PUNCT
ajema-8721	368	33	no	no	INTJ
ajema-8721	368	34	.	.	NOUN
ajema-8721	368	35	59	59	NUM
ajema-8721	368	36	,	,	PUNCT
ajema-8721	368	37	pp	pp	ADJ
ajema-8721	368	38	.	.	PUNCT
ajema-8721	369	1	1–8	1–8	NUM
ajema-8721	369	2	,	,	PUNCT
ajema-8721	369	3	2024	2024	NUM
ajema-8721	369	4	.	.	PUNCT
ajema-8721	370	1	[	[	X
ajema-8721	370	2	27	27	NUM
ajema-8721	370	3	]	]	X
ajema-8721	370	4	s.	s.	PROPN
ajema-8721	370	5	rishabh	rishabh	PROPN
ajema-8721	370	6	,	,	PUNCT
ajema-8721	370	7	k.	k.	PROPN
ajema-8721	370	8	chitra	chitra	PROPN
ajema-8721	370	9	,	,	PUNCT
ajema-8721	370	10	and	and	CCONJ
ajema-8721	370	11	c.	c.	PROPN
ajema-8721	370	12	s.	s.	PROPN
ajema-8721	370	13	yap	yap	PROPN
ajema-8721	370	14	,	,	PUNCT
ajema-8721	370	15	“	"	PUNCT
ajema-8721	370	16	a	a	DET
ajema-8721	370	17	study	study	NOUN
ajema-8721	370	18	on	on	ADP
ajema-8721	370	19	non	non	ADJ
ajema-8721	370	20	-	-	ADJ
ajema-8721	370	21	fungible	fungible	ADJ
ajema-8721	370	22	tokens	token	NOUN
ajema-8721	370	23	marketplace	marketplace	NOUN
ajema-8721	370	24	for	for	ADP
ajema-8721	370	25	secure	secure	ADJ
ajema-8721	370	26	management	management	NOUN
ajema-8721	370	27	,	,	PUNCT
ajema-8721	370	28	”	"	PUNCT
ajema-8721	370	29	inti	inti	PROPN
ajema-8721	370	30	journal	journal	PROPN
ajema-8721	370	31	,	,	PUNCT
ajema-8721	370	32	vol	vol	NOUN
ajema-8721	370	33	.	.	PROPN
ajema-8721	370	34	2024	2024	NUM
ajema-8721	370	35	,	,	PUNCT
ajema-8721	370	36	no	no	INTJ
ajema-8721	370	37	.	.	NOUN
ajema-8721	370	38	18	18	NUM
ajema-8721	370	39	,	,	PUNCT
ajema-8721	370	40	pp	pp	ADJ
ajema-8721	370	41	.	.	PUNCT
ajema-8721	371	1	1–8	1–8	NUM
ajema-8721	371	2	,	,	PUNCT
ajema-8721	371	3	2024	2024	NUM
ajema-8721	371	4	.	.	PUNCT
ajema-8721	372	1	[	[	X
ajema-8721	372	2	28	28	NUM
ajema-8721	372	3	]	]	X
ajema-8721	372	4	s.	s.	PROPN
ajema-8721	372	5	shreyash	shreyash	PROPN
ajema-8721	372	6	,	,	PUNCT
ajema-8721	372	7	s.	s.	PROPN
ajema-8721	372	8	gaur	gaur	PROPN
ajema-8721	372	9	,	,	PUNCT
ajema-8721	372	10	k.	k.	PROPN
ajema-8721	372	11	chitra	chitra	PROPN
ajema-8721	372	12	,	,	PUNCT
ajema-8721	372	13	and	and	CCONJ
ajema-8721	372	14	m.	m.	NOUN
ajema-8721	372	15	y.	y.	PROPN
ajema-8721	372	16	n.	n.	PROPN
ajema-8721	372	17	zuhaili	zuhaili	PROPN
ajema-8721	372	18	,	,	PUNCT
ajema-8721	372	19	“	"	PUNCT
ajema-8721	372	20	easylearnify	easylearnify	VERB
ajema-8721	372	21	–	–	PUNCT
ajema-8721	372	22	a	a	DET
ajema-8721	372	23	student	student	NOUN
ajema-8721	372	24	study	study	NOUN
ajema-8721	372	25	portal	portal	NOUN
ajema-8721	372	26	,	,	PUNCT
ajema-8721	372	27	”	"	PUNCT
ajema-8721	372	28	inti	inti	PROPN
ajema-8721	372	29	journal	journal	PROPN
ajema-8721	372	30	,	,	PUNCT
ajema-8721	372	31	vol	vol	NOUN
ajema-8721	372	32	.	.	PROPN
ajema-8721	372	33	2024	2024	NUM
ajema-8721	372	34	,	,	PUNCT
ajema-8721	372	35	no	no	INTJ
ajema-8721	372	36	.	.	NOUN
ajema-8721	372	37	17	17	NUM
ajema-8721	372	38	,	,	PUNCT
ajema-8721	372	39	pp	pp	ADJ
ajema-8721	372	40	.	.	PUNCT
ajema-8721	373	1	1–6	1–6	NUM
ajema-8721	373	2	,	,	PUNCT
ajema-8721	373	3	2024	2024	NUM
ajema-8721	373	4	.	.	PUNCT
ajema-8721	374	1	[	[	X
ajema-8721	374	2	29	29	NUM
ajema-8721	374	3	]	]	PUNCT
ajema-8721	374	4	s.	s.	PROPN
ajema-8721	374	5	k.	k.	PROPN
ajema-8721	374	6	r.	r.	PROPN
ajema-8721	374	7	padur	padur	PROPN
ajema-8721	374	8	,	,	PUNCT
ajema-8721	374	9	“	"	PUNCT
ajema-8721	374	10	intelligent	intelligent	ADJ
ajema-8721	374	11	resource	resource	NOUN
ajema-8721	374	12	management	management	NOUN
ajema-8721	374	13	:	:	PUNCT
ajema-8721	374	14	ai	ai	VERB
ajema-8721	374	15	methods	method	NOUN
ajema-8721	374	16	for	for	ADP
ajema-8721	374	17	predictive	predictive	ADJ
ajema-8721	374	18	workload	workload	NOUN
ajema-8721	374	19	forecasting	forecasting	NOUN
ajema-8721	374	20	in	in	ADP
ajema-8721	374	21	cloud	cloud	ADJ
ajema-8721	374	22	data	datum	NOUN
ajema-8721	374	23	centers	center	NOUN
ajema-8721	374	24	,	,	PUNCT
ajema-8721	374	25	”	"	PUNCT
ajema-8721	374	26	j.	j.	PROPN
ajema-8721	374	27	artif	artif	PROPN
ajema-8721	374	28	.	.	PUNCT
ajema-8721	375	1	intell	intell	PROPN
ajema-8721	375	2	.	.	PUNCT
ajema-8721	376	1	mach	mach	PROPN
ajema-8721	376	2	.	.	PUNCT
ajema-8721	377	1	learn	learn	PROPN
ajema-8721	377	2	.	.	PUNCT
ajema-8721	378	1	&	&	CCONJ
ajema-8721	378	2	data	data	PROPN
ajema-8721	378	3	sci	sci	PROPN
ajema-8721	378	4	.	.	PROPN
ajema-8721	378	5	,	,	PUNCT
ajema-8721	378	6	vol	vol	NOUN
ajema-8721	378	7	.	.	PROPN
ajema-8721	378	8	1	1	NUM
ajema-8721	378	9	,	,	PUNCT
ajema-8721	378	10	no	no	INTJ
ajema-8721	378	11	.	.	NOUN
ajema-8721	378	12	1	1	NUM
ajema-8721	378	13	,	,	PUNCT
ajema-8721	378	14	pp	pp	ADJ
ajema-8721	378	15	.	.	PUNCT
ajema-8721	379	1	2936–2941	2936–2941	NUM
ajema-8721	379	2	,	,	PUNCT
ajema-8721	379	3	2022	2022	NUM
ajema-8721	379	4	.	.	PUNCT
ajema-8721	380	1	[	[	X
ajema-8721	380	2	30	30	NUM
ajema-8721	380	3	]	]	PUNCT
ajema-8721	380	4	s.	s.	PROPN
ajema-8721	380	5	k.	k.	PROPN
ajema-8721	380	6	r.	r.	PROPN
ajema-8721	380	7	padur	padur	PROPN
ajema-8721	380	8	,	,	PUNCT
ajema-8721	380	9	“	"	PUNCT
ajema-8721	380	10	online	online	ADJ
ajema-8721	380	11	patching	patching	NOUN
ajema-8721	380	12	and	and	CCONJ
ajema-8721	380	13	beyond	beyond	ADP
ajema-8721	380	14	:	:	PUNCT
ajema-8721	380	15	a	a	DET
ajema-8721	380	16	practical	practical	ADJ
ajema-8721	380	17	blueprint	blueprint	NOUN
ajema-8721	380	18	for	for	ADP
ajema-8721	380	19	oracle	oracle	NOUN
ajema-8721	380	20	ebs	ebs	PROPN
ajema-8721	380	21	r12.2	r12.2	PROPN
ajema-8721	380	22	upgrades	upgrade	NOUN
ajema-8721	380	23	,	,	PUNCT
ajema-8721	380	24	”	"	PUNCT
ajema-8721	380	25	int	int	NOUN
ajema-8721	380	26	.	.	PUNCT
ajema-8721	381	1	j.	j.	PROPN
ajema-8721	381	2	sci	sci	PROPN
ajema-8721	381	3	.	.	PUNCT
ajema-8721	382	1	res	res	PROPN
ajema-8721	382	2	.	.	PUNCT
ajema-8721	383	1	sci	sci	PROPN
ajema-8721	383	2	.	.	PUNCT
ajema-8721	384	1	eng	eng	PROPN
ajema-8721	384	2	.	.	PROPN
ajema-8721	385	1	technol	technol	PROPN
ajema-8721	385	2	.	.	PROPN
ajema-8721	385	3	,	,	PUNCT
ajema-8721	385	4	vol	vol	NOUN
ajema-8721	385	5	.	.	PROPN
ajema-8721	386	1	2	2	NUM
ajema-8721	386	2	,	,	PUNCT
ajema-8721	386	3	no	no	INTJ
ajema-8721	386	4	.	.	NOUN
ajema-8721	386	5	3	3	NUM
ajema-8721	386	6	,	,	PUNCT
ajema-8721	386	7	pp	pp	ADJ
ajema-8721	386	8	.	.	PUNCT
ajema-8721	387	1	75–87	75–87	NUM
ajema-8721	387	2	,	,	PUNCT
ajema-8721	387	3	2016	2016	NUM
ajema-8721	387	4	.	.	PUNCT
ajema-8721	388	1	[	[	X
ajema-8721	388	2	31	31	NUM
ajema-8721	388	3	]	]	PUNCT
ajema-8721	388	4	s.	s.	PROPN
ajema-8721	388	5	k.	k.	PROPN
ajema-8721	388	6	r.	r.	PROPN
ajema-8721	388	7	padur	padur	PROPN
ajema-8721	388	8	,	,	PUNCT
ajema-8721	388	9	“	"	PUNCT
ajema-8721	388	10	engineering	engineer	VERB
ajema-8721	388	11	resilient	resilient	ADJ
ajema-8721	388	12	datacenter	datacenter	NOUN
ajema-8721	388	13	migrations	migration	NOUN
ajema-8721	388	14	:	:	PUNCT
ajema-8721	388	15	automation	automation	NOUN
ajema-8721	388	16	,	,	PUNCT
ajema-8721	388	17	governance	governance	NOUN
ajema-8721	388	18	,	,	PUNCT
ajema-8721	388	19	and	and	CCONJ
ajema-8721	388	20	hybrid	hybrid	ADJ
ajema-8721	388	21	cloud	cloud	NOUN
ajema-8721	388	22	strategies	strategy	NOUN
ajema-8721	388	23	,	,	PUNCT
ajema-8721	388	24	”	"	PUNCT
ajema-8721	388	25	int	int	NOUN
ajema-8721	388	26	.	.	PUNCT
ajema-8721	389	1	j.	j.	PROPN
ajema-8721	389	2	sci	sci	PROPN
ajema-8721	389	3	.	.	PUNCT
ajema-8721	390	1	res	res	PROPN
ajema-8721	390	2	.	.	PUNCT
ajema-8721	391	1	comput	comput	PROPN
ajema-8721	391	2	.	.	PUNCT
ajema-8721	392	1	sci	sci	PROPN
ajema-8721	392	2	.	.	PUNCT
ajema-8721	392	3	eng	eng	PROPN
ajema-8721	392	4	.	.	PROPN
ajema-8721	392	5	inf	inf	PROPN
ajema-8721	392	6	.	.	PUNCT
ajema-8721	393	1	technol	technol	PROPN
ajema-8721	393	2	.	.	PROPN
ajema-8721	393	3	,	,	PUNCT
ajema-8721	393	4	vol	vol	NOUN
ajema-8721	393	5	.	.	PROPN
ajema-8721	394	1	2	2	NUM
ajema-8721	394	2	,	,	PUNCT
ajema-8721	394	3	no	no	INTJ
ajema-8721	394	4	.	.	NOUN
ajema-8721	394	5	1	1	NUM
ajema-8721	394	6	,	,	PUNCT
ajema-8721	394	7	pp	pp	ADJ
ajema-8721	394	8	.	.	PUNCT
ajema-8721	395	1	340–348	340–348	NUM
ajema-8721	395	2	,	,	PUNCT
ajema-8721	395	3	2017	2017	NUM
ajema-8721	395	4	.	.	PUNCT
ajema-8721	396	1	[	[	X
ajema-8721	396	2	32	32	NUM
ajema-8721	396	3	]	]	PUNCT
ajema-8721	396	4	s.	s.	PROPN
ajema-8721	396	5	k.	k.	PROPN
ajema-8721	396	6	r.	r.	PROPN
ajema-8721	396	7	padur	padur	PROPN
ajema-8721	396	8	,	,	PUNCT
ajema-8721	396	9	“	"	PUNCT
ajema-8721	396	10	from	from	ADP
ajema-8721	396	11	centralized	centralized	ADJ
ajema-8721	396	12	control	control	NOUN
ajema-8721	396	13	to	to	ADP
ajema-8721	396	14	democratized	democratize	VERB
ajema-8721	396	15	insights	insight	NOUN
ajema-8721	396	16	:	:	PUNCT
ajema-8721	396	17	migrating	migrate	VERB
ajema-8721	396	18	enterprise	enterprise	NOUN
ajema-8721	396	19	reporting	report	VERB
ajema-8721	396	20	from	from	ADP
ajema-8721	396	21	ibm	ibm	PROPN
ajema-8721	396	22	cognos	cognos	PROPN
ajema-8721	396	23	to	to	ADP
ajema-8721	396	24	microsoft	microsoft	PROPN
ajema-8721	396	25	power	power	PROPN
ajema-8721	396	26	bi	bi	PROPN
ajema-8721	396	27	,	,	PUNCT
ajema-8721	396	28	”	"	PUNCT
ajema-8721	396	29	int	int	NOUN
ajema-8721	396	30	.	.	PUNCT
ajema-8721	397	1	j.	j.	PROPN
ajema-8721	397	2	sci	sci	PROPN
ajema-8721	397	3	.	.	PUNCT
ajema-8721	398	1	res	res	PROPN
ajema-8721	398	2	.	.	PUNCT
ajema-8721	399	1	comput	comput	PROPN
ajema-8721	399	2	.	.	PUNCT
ajema-8721	400	1	sci	sci	PROPN
ajema-8721	400	2	.	.	PUNCT
ajema-8721	400	3	eng	eng	PROPN
ajema-8721	400	4	.	.	PROPN
ajema-8721	400	5	inf	inf	PROPN
ajema-8721	400	6	.	.	PUNCT
ajema-8721	401	1	technol	technol	PROPN
ajema-8721	401	2	.	.	PROPN
ajema-8721	401	3	,	,	PUNCT
ajema-8721	401	4	vol	vol	NOUN
ajema-8721	401	5	.	.	PROPN
ajema-8721	402	1	6	6	NUM
ajema-8721	402	2	,	,	PUNCT
ajema-8721	402	3	no	no	INTJ
ajema-8721	402	4	.	.	NOUN
ajema-8721	402	5	1	1	NUM
ajema-8721	402	6	,	,	PUNCT
ajema-8721	402	7	pp	pp	ADJ
ajema-8721	402	8	.	.	PUNCT
ajema-8721	403	1	218–225	218–225	NUM
ajema-8721	403	2	,	,	PUNCT
ajema-8721	403	3	2020	2020	NUM
ajema-8721	403	4	.	.	PUNCT
ajema-8721	404	1	[	[	X
ajema-8721	404	2	33	33	NUM
ajema-8721	404	3	]	]	PUNCT
ajema-8721	404	4	s.	s.	PROPN
ajema-8721	404	5	k.	k.	PROPN
ajema-8721	404	6	r.	r.	PROPN
ajema-8721	404	7	padur	padur	PROPN
ajema-8721	404	8	,	,	PUNCT
ajema-8721	404	9	“	"	PUNCT
ajema-8721	404	10	deep	deep	ADJ
ajema-8721	404	11	learning	learning	NOUN
ajema-8721	404	12	and	and	CCONJ
ajema-8721	404	13	process	process	NOUN
ajema-8721	404	14	mining	mining	NOUN
ajema-8721	404	15	for	for	ADP
ajema-8721	404	16	erp	erp	PROPN
ajema-8721	404	17	anomaly	anomaly	PROPN
ajema-8721	404	18	detection	detection	NOUN
ajema-8721	404	19	:	:	PUNCT
ajema-8721	404	20	toward	toward	ADP
ajema-8721	404	21	predictive	predictive	ADJ
ajema-8721	404	22	and	and	CCONJ
ajema-8721	404	23	self	self	NOUN
ajema-8721	404	24	-	-	PUNCT
ajema-8721	404	25	monitoring	monitor	VERB
ajema-8721	404	26	enterprise	enterprise	NOUN
ajema-8721	404	27	platforms	platform	NOUN
ajema-8721	404	28	,	,	PUNCT
ajema-8721	404	29	”	"	PUNCT
ajema-8721	404	30	int	int	NOUN
ajema-8721	404	31	.	.	PUNCT
ajema-8721	405	1	j.	j.	PROPN
ajema-8721	405	2	sci	sci	PROPN
ajema-8721	405	3	.	.	PUNCT
ajema-8721	406	1	res	res	PROPN
ajema-8721	406	2	.	.	PUNCT
ajema-8721	407	1	comput	comput	PROPN
ajema-8721	407	2	.	.	PUNCT
ajema-8721	408	1	sci	sci	PROPN
ajema-8721	408	2	.	.	PUNCT
ajema-8721	408	3	eng	eng	PROPN
ajema-8721	408	4	.	.	PROPN
ajema-8721	408	5	inf	inf	PROPN
ajema-8721	408	6	.	.	PUNCT
ajema-8721	409	1	technol	technol	PROPN
ajema-8721	409	2	.	.	PROPN
ajema-8721	409	3	,	,	PUNCT
ajema-8721	409	4	vol	vol	NOUN
ajema-8721	409	5	.	.	PROPN
ajema-8721	410	1	7	7	NUM
ajema-8721	410	2	,	,	PUNCT
ajema-8721	410	3	no	no	INTJ
ajema-8721	410	4	.	.	NOUN
ajema-8721	410	5	5	5	NUM
ajema-8721	410	6	,	,	PUNCT
ajema-8721	410	7	pp	pp	ADJ
ajema-8721	410	8	.	.	PUNCT
ajema-8721	411	1	240–246	240–246	NUM
ajema-8721	411	2	,	,	PUNCT
ajema-8721	411	3	2021	2021	NUM
ajema-8721	411	4	.	.	PUNCT
ajema-8721	412	1	[	[	X
ajema-8721	412	2	34	34	NUM
ajema-8721	412	3	]	]	PUNCT
ajema-8721	412	4	s.	s.	PROPN
ajema-8721	412	5	k.	k.	PROPN
ajema-8721	412	6	r.	r.	PROPN
ajema-8721	412	7	padur	padur	PROPN
ajema-8721	412	8	,	,	PUNCT
ajema-8721	412	9	“	"	PUNCT
ajema-8721	412	10	ai	ai	ADJ
ajema-8721	412	11	-	-	PUNCT
ajema-8721	412	12	augmented	augment	VERB
ajema-8721	412	13	enterprise	enterprise	NOUN
ajema-8721	412	14	erp	erp	PROPN
ajema-8721	412	15	modernization	modernization	NOUN
ajema-8721	412	16	:	:	PUNCT
ajema-8721	412	17	zero	zero	NUM
ajema-8721	412	18	-	-	PUNCT
ajema-8721	412	19	downtime	downtime	NOUN
ajema-8721	412	20	strategies	strategy	NOUN
ajema-8721	412	21	for	for	ADP
ajema-8721	412	22	oracle	oracle	NOUN
ajema-8721	412	23	e	e	NOUN
ajema-8721	412	24	-	-	NOUN
ajema-8721	412	25	business	business	ADJ
ajema-8721	412	26	suite	suite	NOUN
ajema-8721	412	27	r12.2	r12.2	PROPN
ajema-8721	412	28	and	and	CCONJ
ajema-8721	412	29	beyond	beyond	ADP
ajema-8721	412	30	,	,	PUNCT
ajema-8721	412	31	”	"	PUNCT
ajema-8721	412	32	int	int	NOUN
ajema-8721	412	33	.	.	PUNCT
ajema-8721	413	1	j.	j.	PROPN
ajema-8721	413	2	sci	sci	PROPN
ajema-8721	413	3	.	.	PUNCT
ajema-8721	414	1	res	res	PROPN
ajema-8721	414	2	.	.	PUNCT
ajema-8721	415	1	comput	comput	PROPN
ajema-8721	415	2	.	.	PUNCT
ajema-8721	416	1	sci	sci	PROPN
ajema-8721	416	2	.	.	PUNCT
ajema-8721	416	3	eng	eng	PROPN
ajema-8721	416	4	.	.	PROPN
ajema-8721	416	5	inf	inf	PROPN
ajema-8721	416	6	.	.	PUNCT
ajema-8721	417	1	technol	technol	PROPN
ajema-8721	417	2	.	.	PROPN
ajema-8721	417	3	,	,	PUNCT
ajema-8721	417	4	vol	vol	NOUN
ajema-8721	417	5	.	.	PROPN
ajema-8721	418	1	9	9	NUM
ajema-8721	418	2	,	,	PUNCT
ajema-8721	418	3	no	no	INTJ
ajema-8721	418	4	.	.	NOUN
ajema-8721	418	5	3	3	NUM
ajema-8721	418	6	,	,	PUNCT
ajema-8721	418	7	pp	pp	ADJ
ajema-8721	418	8	.	.	PUNCT
ajema-8721	419	1	886–892	886–892	NUM
ajema-8721	419	2	,	,	PUNCT
ajema-8721	419	3	2023	2023	NUM
ajema-8721	419	4	.	.	PUNCT
ajema-8721	420	1	[	[	X
ajema-8721	420	2	35	35	NUM
ajema-8721	420	3	]	]	PUNCT
ajema-8721	420	4	s.	s.	PROPN
ajema-8721	420	5	k.	k.	PROPN
ajema-8721	420	6	r.	r.	PROPN
ajema-8721	420	7	padur	padur	PROPN
ajema-8721	420	8	,	,	PUNCT
ajema-8721	420	9	“	"	PUNCT
ajema-8721	420	10	empowering	empower	VERB
ajema-8721	420	11	developer	developer	NOUN
ajema-8721	420	12	&	&	CCONJ
ajema-8721	420	13	operations	operation	NOUN
ajema-8721	420	14	self	self	NOUN
ajema-8721	420	15	-	-	PUNCT
ajema-8721	420	16	service	service	NOUN
ajema-8721	420	17	:	:	PUNCT
ajema-8721	420	18	oracle	oracle	PROPN
ajema-8721	420	19	apex	apex	PROPN
ajema-8721	420	20	+	+	X
ajema-8721	420	21	ords	ord	NOUN
ajema-8721	420	22	as	as	ADP
ajema-8721	420	23	an	an	DET
ajema-8721	420	24	enterprise	enterprise	NOUN
ajema-8721	420	25	platform	platform	NOUN
ajema-8721	420	26	for	for	ADP
ajema-8721	420	27	productivity	productivity	NOUN
ajema-8721	420	28	and	and	CCONJ
ajema-8721	420	29	agility	agility	NOUN
ajema-8721	420	30	,	,	PUNCT
ajema-8721	420	31	”	"	PUNCT
ajema-8721	420	32	int	int	NOUN
ajema-8721	420	33	.	.	PUNCT
ajema-8721	421	1	j.	j.	PROPN
ajema-8721	421	2	sci	sci	PROPN
ajema-8721	421	3	.	.	PUNCT
ajema-8721	422	1	res	res	PROPN
ajema-8721	422	2	.	.	PUNCT
ajema-8721	423	1	sci	sci	PROPN
ajema-8721	423	2	.	.	PUNCT
ajema-8721	424	1	eng	eng	PROPN
ajema-8721	424	2	.	.	PROPN
ajema-8721	425	1	technol	technol	PROPN
ajema-8721	425	2	.	.	PROPN
ajema-8721	425	3	,	,	PUNCT
ajema-8721	425	4	vol	vol	NOUN
ajema-8721	425	5	.	.	PROPN
ajema-8721	426	1	4	4	NUM
ajema-8721	426	2	,	,	PUNCT
ajema-8721	426	3	no	no	INTJ
ajema-8721	426	4	.	.	NOUN
ajema-8721	426	5	11	11	NUM
ajema-8721	426	6	,	,	PUNCT
ajema-8721	426	7	pp	pp	ADJ
ajema-8721	426	8	.	.	PUNCT
ajema-8721	427	1	364–372	364–372	NUM
ajema-8721	427	2	,	,	PUNCT
ajema-8721	427	3	2018	2018	NUM
ajema-8721	427	4	.	.	PUNCT
ajema-8721	428	1	[	[	X
ajema-8721	428	2	36	36	NUM
ajema-8721	428	3	]	]	PUNCT
ajema-8721	428	4	s.	s.	PROPN
ajema-8721	428	5	k.	k.	PROPN
ajema-8721	428	6	r.	r.	PROPN
ajema-8721	428	7	padur	padur	PROPN
ajema-8721	428	8	,	,	PUNCT
ajema-8721	428	9	“	"	PUNCT
ajema-8721	428	10	the	the	DET
ajema-8721	428	11	future	future	NOUN
ajema-8721	428	12	of	of	ADP
ajema-8721	428	13	enterprise	enterprise	NOUN
ajema-8721	428	14	erp	erp	PROPN
ajema-8721	428	15	modernization	modernization	NOUN
ajema-8721	428	16	with	with	ADP
ajema-8721	428	17	ai	ai	NOUN
ajema-8721	428	18	:	:	PUNCT
ajema-8721	428	19	from	from	ADP
ajema-8721	428	20	monolithic	monolithic	ADJ
ajema-8721	428	21	systems	system	NOUN
ajema-8721	428	22	to	to	PART
ajema-8721	428	23	generative	generative	VERB
ajema-8721	428	24	,	,	PUNCT
ajema-8721	428	25	composable	composable	ADJ
ajema-8721	428	26	,	,	PUNCT
ajema-8721	428	27	and	and	CCONJ
ajema-8721	428	28	autonomous	autonomous	ADJ
ajema-8721	428	29	platforms	platform	NOUN
ajema-8721	428	30	,	,	PUNCT
ajema-8721	428	31	”	"	PUNCT
ajema-8721	428	32	j.	j.	PROPN
ajema-8721	428	33	artif	artif	PROPN
ajema-8721	428	34	.	.	PUNCT
ajema-8721	429	1	intell	intell	PROPN
ajema-8721	429	2	.	.	PUNCT
ajema-8721	430	1	mach	mach	PROPN
ajema-8721	430	2	.	.	PUNCT
ajema-8721	431	1	learn	learn	PROPN
ajema-8721	431	2	.	.	PUNCT
ajema-8721	432	1	&	&	CCONJ
ajema-8721	432	2	data	data	PROPN
ajema-8721	432	3	sci	sci	PROPN
ajema-8721	432	4	.	.	PROPN
ajema-8721	432	5	,	,	PUNCT
ajema-8721	432	6	vol	vol	NOUN
ajema-8721	432	7	.	.	PROPN
ajema-8721	433	1	3	3	NUM
ajema-8721	433	2	,	,	PUNCT
ajema-8721	433	3	no	no	INTJ
ajema-8721	433	4	.	.	NOUN
ajema-8721	433	5	1	1	NUM
ajema-8721	433	6	,	,	PUNCT
ajema-8721	433	7	pp	pp	ADJ
ajema-8721	433	8	.	.	PUNCT
ajema-8721	434	1	2958–2961	2958–2961	NUM
ajema-8721	434	2	,	,	PUNCT
ajema-8721	434	3	2025	2025	NUM
ajema-8721	434	4	.	.	PUNCT
ajema-8721	435	1	[	[	X
ajema-8721	435	2	37	37	NUM
ajema-8721	435	3	]	]	PUNCT
ajema-8721	435	4	s.	s.	PROPN
ajema-8721	435	5	k.	k.	PROPN
ajema-8721	435	6	r.	r.	PROPN
ajema-8721	435	7	padur	padur	PROPN
ajema-8721	435	8	,	,	PUNCT
ajema-8721	435	9	“	"	PUNCT
ajema-8721	435	10	automation	automation	NOUN
ajema-8721	435	11	-	-	PUNCT
ajema-8721	435	12	first	first	ADV
ajema-8721	435	13	post	post	ADJ
ajema-8721	435	14	-	-	ADJ
ajema-8721	435	15	merger	merger	ADJ
ajema-8721	435	16	it	it	PRON
ajema-8721	435	17	integration	integration	NOUN
ajema-8721	435	18	:	:	PUNCT
ajema-8721	435	19	from	from	ADP
ajema-8721	435	20	erp	erp	PROPN
ajema-8721	435	21	migration	migration	NOUN
ajema-8721	435	22	challenges	challenge	NOUN
ajema-8721	435	23	to	to	PART
ajema-8721	435	24	ai	ai	VERB
ajema-8721	435	25	-	-	PUNCT
ajema-8721	435	26	driven	drive	VERB
ajema-8721	435	27	governance	governance	NOUN
ajema-8721	435	28	and	and	CCONJ
ajema-8721	435	29	multi	multi	ADJ
ajema-8721	435	30	-	-	ADJ
ajema-8721	435	31	cloud	cloud	ADJ
ajema-8721	435	32	orchestration	orchestration	NOUN
ajema-8721	435	33	,	,	PUNCT
ajema-8721	435	34	”	"	PUNCT
ajema-8721	435	35	int	int	NOUN
ajema-8721	435	36	.	.	PUNCT
ajema-8721	436	1	j.	j.	PROPN
ajema-8721	436	2	sci	sci	PROPN
ajema-8721	436	3	.	.	PUNCT
ajema-8721	437	1	res	res	PROPN
ajema-8721	437	2	.	.	PUNCT
ajema-8721	438	1	sci	sci	PROPN
ajema-8721	438	2	.	.	PUNCT
ajema-8721	439	1	eng	eng	PROPN
ajema-8721	439	2	.	.	PROPN
ajema-8721	440	1	technol	technol	PROPN
ajema-8721	440	2	.	.	PROPN
ajema-8721	440	3	,	,	PUNCT
ajema-8721	440	4	vol	vol	NOUN
ajema-8721	440	5	.	.	PROPN
ajema-8721	441	1	12	12	NUM
ajema-8721	441	2	,	,	PUNCT
ajema-8721	441	3	no	no	INTJ
ajema-8721	441	4	.	.	NOUN
ajema-8721	441	5	5	5	NUM
ajema-8721	441	6	,	,	PUNCT
ajema-8721	441	7	pp	pp	ADJ
ajema-8721	441	8	.	.	PUNCT
ajema-8721	442	1	270–280	270–280	NUM
ajema-8721	442	2	,	,	PUNCT
ajema-8721	442	3	2025	2025	NUM
ajema-8721	442	4	.	.	PUNCT
ajema-8721	443	1	[	[	X
ajema-8721	443	2	38	38	NUM
ajema-8721	443	3	]	]	PUNCT
ajema-8721	443	4	s.	s.	PROPN
ajema-8721	443	5	k.	k.	PROPN
ajema-8721	443	6	r.	r.	PROPN
ajema-8721	443	7	padur	padur	PROPN
ajema-8721	443	8	,	,	PUNCT
ajema-8721	443	9	“	"	PUNCT
ajema-8721	443	10	network	network	NOUN
ajema-8721	443	11	modernization	modernization	NOUN
ajema-8721	443	12	in	in	ADP
ajema-8721	443	13	large	large	ADJ
ajema-8721	443	14	enterprises	enterprise	NOUN
ajema-8721	443	15	:	:	PUNCT
ajema-8721	443	16	firewall	firewall	NOUN
ajema-8721	443	17	transformation	transformation	NOUN
ajema-8721	443	18	,	,	PUNCT
ajema-8721	443	19	subnet	subnet	NOUN
ajema-8721	443	20	re	re	NOUN
ajema-8721	443	21	-	-	NOUN
ajema-8721	443	22	architecture	architecture	NOUN
ajema-8721	443	23	,	,	PUNCT
ajema-8721	443	24	and	and	CCONJ
ajema-8721	443	25	cross	cross	ADJ
ajema-8721	443	26	-	-	ADJ
ajema-8721	443	27	platform	platform	ADJ
ajema-8721	443	28	virtualization	virtualization	NOUN
ajema-8721	443	29	,	,	PUNCT
ajema-8721	443	30	”	"	PUNCT
ajema-8721	443	31	int	int	NOUN
ajema-8721	443	32	.	.	PUNCT
ajema-8721	444	1	j.	j.	PROPN
ajema-8721	444	2	sci	sci	PROPN
ajema-8721	444	3	.	.	PUNCT
ajema-8721	445	1	res	res	PROPN
ajema-8721	445	2	.	.	PUNCT
ajema-8721	446	1	sci	sci	PROPN
ajema-8721	446	2	.	.	PUNCT
ajema-8721	447	1	eng	eng	PROPN
ajema-8721	447	2	.	.	PROPN
ajema-8721	448	1	technol	technol	PROPN
ajema-8721	448	2	.	.	PROPN
ajema-8721	448	3	,	,	PUNCT
ajema-8721	448	4	vol	vol	NOUN
ajema-8721	448	5	.	.	PROPN
ajema-8721	449	1	2	2	NUM
ajema-8721	449	2	,	,	PUNCT
ajema-8721	449	3	no	no	INTJ
ajema-8721	449	4	.	.	NOUN
ajema-8721	449	5	5	5	NUM
ajema-8721	449	6	,	,	PUNCT
ajema-8721	449	7	2016	2016	NUM
ajema-8721	449	8	.	.	PUNCT
ajema-8721	450	1	[	[	X
ajema-8721	450	2	39	39	NUM
ajema-8721	450	3	]	]	PUNCT
ajema-8721	450	4	s.	s.	PROPN
ajema-8721	450	5	k.	k.	PROPN
ajema-8721	450	6	somayajula	somayajula	PROPN
ajema-8721	450	7	,	,	PUNCT
ajema-8721	450	8	"	"	PUNCT
ajema-8721	450	9	enterprise	enterprise	NOUN
ajema-8721	450	10	data	datum	NOUN
ajema-8721	450	11	migration	migration	NOUN
ajema-8721	450	12	success	success	NOUN
ajema-8721	450	13	patterns	pattern	NOUN
ajema-8721	450	14	:	:	PUNCT
ajema-8721	450	15	lessons	lesson	NOUN
ajema-8721	450	16	from	from	ADP
ajema-8721	450	17	large	large	ADJ
ajema-8721	450	18	-	-	PUNCT
ajema-8721	450	19	scale	scale	NOUN
ajema-8721	450	20	transformations	transformation	NOUN
ajema-8721	450	21	,	,	PUNCT
ajema-8721	450	22	"	"	PUNCT
ajema-8721	450	23	international	international	ADJ
ajema-8721	450	24	journal	journal	NOUN
ajema-8721	450	25	of	of	ADP
ajema-8721	450	26	research	research	NOUN
ajema-8721	450	27	in	in	ADP
ajema-8721	450	28	computer	computer	NOUN
ajema-8721	450	29	applications	application	NOUN
ajema-8721	450	30	and	and	CCONJ
ajema-8721	450	31	http://www/	http://www/	NOUN
ajema-8721	450	32	152	152	NUM
ajema-8721	450	33	journal	journal	NOUN
ajema-8721	450	34	of	of	ADP
ajema-8721	450	35	engineering	engineering	NOUN
ajema-8721	450	36	,	,	PUNCT
ajema-8721	450	37	mechanics	mechanic	NOUN
ajema-8721	450	38	and	and	CCONJ
ajema-8721	450	39	architecture	architecture	NOUN
ajema-8721	450	40	www	www	NOUN
ajema-8721	450	41	.	.	PUNCT
ajema-8721	451	1	grnjournal.us	grnjournal.us	X
ajema-8721	451	2	information	information	NOUN
ajema-8721	451	3	technology	technology	NOUN
ajema-8721	451	4	(	(	PUNCT
ajema-8721	451	5	ijrcait	ijrcait	ADJ
ajema-8721	451	6	)	)	PUNCT
ajema-8721	451	7	,	,	PUNCT
ajema-8721	451	8	vol	vol	NOUN
ajema-8721	451	9	.	.	PROPN
ajema-8721	451	10	8	8	NUM
ajema-8721	451	11	,	,	PUNCT
ajema-8721	451	12	no	no	INTJ
ajema-8721	451	13	.	.	NOUN
ajema-8721	451	14	1	1	NUM
ajema-8721	451	15	,	,	PUNCT
ajema-8721	451	16	pp	pp	ADJ
ajema-8721	451	17	.	.	PUNCT
ajema-8721	452	1	757	757	PROPN
ajema-8721	452	2	-	-	SYM
ajema-8721	452	3	776	776	NUM
ajema-8721	452	4	,	,	PUNCT
ajema-8721	452	5	jan.-feb	jan.-feb	PROPN
ajema-8721	452	6	.	.	NOUN
ajema-8721	452	7	2025	2025	NUM
ajema-8721	452	8	.	.	PUNCT
ajema-8721	453	1	[	[	X
ajema-8721	453	2	40	40	NUM
ajema-8721	453	3	]	]	PUNCT
ajema-8721	453	4	s.	s.	PROPN
ajema-8721	453	5	k.	k.	PROPN
ajema-8721	453	6	somayajula	somayajula	PROPN
ajema-8721	453	7	,	,	PUNCT
ajema-8721	453	8	"	"	PUNCT
ajema-8721	453	9	demystifying	demystify	VERB
ajema-8721	453	10	modern	modern	ADJ
ajema-8721	453	11	data	datum	NOUN
ajema-8721	453	12	warehousing	warehousing	NOUN
ajema-8721	453	13	:	:	PUNCT
ajema-8721	453	14	from	from	ADP
ajema-8721	453	15	traditional	traditional	ADJ
ajema-8721	453	16	to	to	ADP
ajema-8721	453	17	cloudnative	cloudnative	ADJ
ajema-8721	453	18	solutions	solution	NOUN
ajema-8721	453	19	,	,	PUNCT
ajema-8721	453	20	"	"	PUNCT
ajema-8721	453	21	international	international	ADJ
ajema-8721	453	22	journal	journal	NOUN
ajema-8721	453	23	of	of	ADP
ajema-8721	453	24	scientific	scientific	ADJ
ajema-8721	453	25	research	research	NOUN
ajema-8721	453	26	in	in	ADP
ajema-8721	453	27	computer	computer	NOUN
ajema-8721	453	28	science	science	NOUN
ajema-8721	453	29	,	,	PUNCT
ajema-8721	453	30	engineering	engineering	NOUN
ajema-8721	453	31	and	and	CCONJ
ajema-8721	453	32	information	information	NOUN
ajema-8721	453	33	technology	technology	NOUN
ajema-8721	453	34	,	,	PUNCT
ajema-8721	453	35	2025	2025	NUM
ajema-8721	453	36	.	.	PUNCT
ajema-8721	454	1	[	[	X
ajema-8721	454	2	41	41	NUM
ajema-8721	454	3	]	]	PUNCT
ajema-8721	454	4	s.	s.	PROPN
ajema-8721	454	5	k.	k.	PROPN
ajema-8721	454	6	somayajula	somayajula	PROPN
ajema-8721	454	7	,	,	PUNCT
ajema-8721	454	8	"	"	PUNCT
ajema-8721	454	9	building	build	VERB
ajema-8721	454	10	a	a	DET
ajema-8721	454	11	career	career	NOUN
ajema-8721	454	12	in	in	ADP
ajema-8721	454	13	enterprise	enterprise	NOUN
ajema-8721	454	14	data	datum	NOUN
ajema-8721	454	15	architecture	architecture	NOUN
ajema-8721	454	16	:	:	PUNCT
ajema-8721	454	17	a	a	DET
ajema-8721	454	18	practical	practical	ADJ
ajema-8721	454	19	guide	guide	NOUN
ajema-8721	454	20	,	,	PUNCT
ajema-8721	454	21	"	"	PUNCT
ajema-8721	454	22	international	international	ADJ
ajema-8721	454	23	research	research	NOUN
ajema-8721	454	24	journal	journal	NOUN
ajema-8721	454	25	of	of	ADP
ajema-8721	454	26	modernization	modernization	NOUN
ajema-8721	454	27	in	in	ADP
ajema-8721	454	28	engineering	engineering	NOUN
ajema-8721	454	29	technology	technology	NOUN
ajema-8721	454	30	and	and	CCONJ
ajema-8721	454	31	science	science	NOUN
ajema-8721	454	32	(	(	PUNCT
ajema-8721	454	33	irjmets	irjmet	NOUN
ajema-8721	454	34	)	)	PUNCT
ajema-8721	454	35	,	,	PUNCT
ajema-8721	454	36	vol	vol	NOUN
ajema-8721	454	37	.	.	PROPN
ajema-8721	454	38	7	7	NUM
ajema-8721	454	39	,	,	PUNCT
ajema-8721	454	40	no	no	INTJ
ajema-8721	454	41	.	.	NOUN
ajema-8721	454	42	1	1	NUM
ajema-8721	454	43	,	,	PUNCT
ajema-8721	454	44	jan	jan	PROPN
ajema-8721	454	45	.	.	PROPN
ajema-8721	454	46	2025	2025	NUM
ajema-8721	454	47	.	.	PUNCT
ajema-8721	455	1	[	[	X
ajema-8721	455	2	42	42	NUM
ajema-8721	455	3	]	]	PUNCT
ajema-8721	455	4	s.	s.	PROPN
ajema-8721	455	5	k.	k.	PROPN
ajema-8721	455	6	somayajula	somayajula	PROPN
ajema-8721	455	7	,	,	PUNCT
ajema-8721	455	8	"	"	PUNCT
ajema-8721	455	9	advanced	advanced	ADJ
ajema-8721	455	10	etl	etl	NOUN
ajema-8721	455	11	optimization	optimization	NOUN
ajema-8721	455	12	:	:	PUNCT
ajema-8721	455	13	a	a	DET
ajema-8721	455	14	framework	framework	NOUN
ajema-8721	455	15	for	for	ADP
ajema-8721	455	16	next	next	ADJ
ajema-8721	455	17	-	-	PUNCT
ajema-8721	455	18	generation	generation	NOUN
ajema-8721	455	19	data	datum	NOUN
ajema-8721	455	20	integration	integration	NOUN
ajema-8721	455	21	,	,	PUNCT
ajema-8721	455	22	"	"	PUNCT
ajema-8721	455	23	international	international	ADJ
ajema-8721	455	24	journal	journal	NOUN
ajema-8721	455	25	of	of	ADP
ajema-8721	455	26	computer	computer	NOUN
ajema-8721	455	27	engineering	engineering	NOUN
ajema-8721	455	28	and	and	CCONJ
ajema-8721	455	29	technology	technology	NOUN
ajema-8721	455	30	(	(	PUNCT
ajema-8721	455	31	ijcet	ijcet	PROPN
ajema-8721	455	32	)	)	PUNCT
ajema-8721	455	33	,	,	PUNCT
ajema-8721	455	34	vol	vol	NOUN
ajema-8721	455	35	.	.	PROPN
ajema-8721	455	36	16	16	NUM
ajema-8721	455	37	,	,	PUNCT
ajema-8721	455	38	no	no	INTJ
ajema-8721	455	39	.	.	NOUN
ajema-8721	455	40	1	1	NUM
ajema-8721	455	41	,	,	PUNCT
ajema-8721	455	42	pp	pp	ADJ
ajema-8721	455	43	.	.	PUNCT
ajema-8721	456	1	381	381	NUM
ajema-8721	456	2	-	-	SYM
ajema-8721	456	3	406	406	NUM
ajema-8721	456	4	,	,	PUNCT
ajema-8721	456	5	jan.-feb	jan.-feb	PROPN
ajema-8721	456	6	.	.	NOUN
ajema-8721	456	7	2025	2025	NUM
ajema-8721	456	8	.	.	PUNCT
ajema-8721	457	1	[	[	X
ajema-8721	457	2	43	43	NUM
ajema-8721	457	3	]	]	X
ajema-8721	457	4	s.	s.	PROPN
ajema-8721	457	5	somayajula	somayajula	PROPN
ajema-8721	457	6	and	and	CCONJ
ajema-8721	457	7	a.	a.	NOUN
ajema-8721	457	8	orlovsky	orlovsky	PROPN
ajema-8721	457	9	,	,	PUNCT
ajema-8721	457	10	"	"	PUNCT
ajema-8721	457	11	proof	proof	NOUN
ajema-8721	457	12	,	,	PUNCT
ajema-8721	457	13	truth	truth	NOUN
ajema-8721	457	14	and	and	CCONJ
ajema-8721	457	15	contradiction	contradiction	NOUN
ajema-8721	457	16	in	in	ADP
ajema-8721	457	17	the	the	DET
ajema-8721	457	18	system	system	NOUN
ajema-8721	457	19	and	and	CCONJ
ajema-8721	457	20	metasystem	metasystem	NOUN
ajema-8721	457	21	:	:	PUNCT
ajema-8721	457	22	comprehensive	comprehensive	ADJ
ajema-8721	457	23	mathematical	mathematical	ADJ
ajema-8721	457	24	solutions	solution	NOUN
ajema-8721	457	25	and	and	CCONJ
ajema-8721	457	26	implementation	implementation	NOUN
ajema-8721	457	27	framework	framework	NOUN
ajema-8721	457	28	,	,	PUNCT
ajema-8721	457	29	"	"	PUNCT
ajema-8721	457	30	2025	2025	NUM
ajema-8721	457	31	.	.	PUNCT
ajema-8721	458	1	[	[	X
ajema-8721	458	2	44	44	NUM
ajema-8721	458	3	]	]	PUNCT
ajema-8721	458	4	p.	p.	PROPN
ajema-8721	458	5	nutalapati	nutalapati	PROPN
ajema-8721	458	6	,	,	PUNCT
ajema-8721	458	7	"	"	PUNCT
ajema-8721	458	8	automated	automate	VERB
ajema-8721	458	9	incident	incident	NOUN
ajema-8721	458	10	response	response	NOUN
ajema-8721	458	11	using	use	VERB
ajema-8721	458	12	ai	ai	VERB
ajema-8721	458	13	in	in	ADP
ajema-8721	458	14	cloud	cloud	ADJ
ajema-8721	458	15	security	security	NOUN
ajema-8721	458	16	,	,	PUNCT
ajema-8721	458	17	"	"	PUNCT
ajema-8721	458	18	journal	journal	NOUN
ajema-8721	458	19	of	of	ADP
ajema-8721	458	20	artificial	artificial	ADJ
ajema-8721	458	21	intelligence	intelligence	NOUN
ajema-8721	458	22	,	,	PUNCT
ajema-8721	458	23	machine	machine	NOUN
ajema-8721	458	24	learning	learning	NOUN
ajema-8721	458	25	and	and	CCONJ
ajema-8721	458	26	data	datum	NOUN
ajema-8721	458	27	science	science	NOUN
ajema-8721	458	28	,	,	PUNCT
ajema-8721	458	29	vol	vol	NOUN
ajema-8721	458	30	.	.	PROPN
ajema-8721	458	31	2	2	NUM
ajema-8721	458	32	,	,	PUNCT
ajema-8721	458	33	no	no	INTJ
ajema-8721	458	34	.	.	NOUN
ajema-8721	458	35	1	1	NUM
ajema-8721	458	36	,	,	PUNCT
ajema-8721	458	37	pp	pp	ADJ
ajema-8721	458	38	.	.	PUNCT
ajema-8721	459	1	1301–1311	1301–1311	NUM
ajema-8721	459	2	,	,	PUNCT
ajema-8721	459	3	2024	2024	NUM
ajema-8721	460	1	[	[	X
ajema-8721	460	2	45	45	NUM
ajema-8721	460	3	]	]	PUNCT
ajema-8721	460	4	p.	p.	PROPN
ajema-8721	460	5	nutalapati	nutalapati	PROPN
ajema-8721	460	6	,	,	PUNCT
ajema-8721	460	7	"	"	PUNCT
ajema-8721	460	8	data	data	NOUN
ajema-8721	460	9	leakage	leakage	NOUN
ajema-8721	460	10	prevention	prevention	NOUN
ajema-8721	460	11	strategies	strategy	NOUN
ajema-8721	460	12	in	in	ADP
ajema-8721	460	13	cloud	cloud	NOUN
ajema-8721	460	14	computing	computing	NOUN
ajema-8721	460	15	,	,	PUNCT
ajema-8721	460	16	"	"	PUNCT
ajema-8721	460	17	european	european	ADJ
ajema-8721	460	18	journal	journal	NOUN
ajema-8721	460	19	of	of	ADP
ajema-8721	460	20	advances	advance	NOUN
ajema-8721	460	21	in	in	ADP
ajema-8721	460	22	engineering	engineering	NOUN
ajema-8721	460	23	and	and	CCONJ
ajema-8721	460	24	technology	technology	NOUN
ajema-8721	460	25	,	,	PUNCT
ajema-8721	460	26	vol	vol	NOUN
ajema-8721	460	27	.	.	PROPN
ajema-8721	460	28	8	8	NUM
ajema-8721	460	29	,	,	PUNCT
ajema-8721	460	30	no	no	INTJ
ajema-8721	460	31	.	.	NOUN
ajema-8721	460	32	9	9	NUM
ajema-8721	460	33	,	,	PUNCT
ajema-8721	460	34	pp	pp	ADJ
ajema-8721	460	35	.	.	PUNCT
ajema-8721	461	1	118–123	118–123	NUM
ajema-8721	461	2	,	,	PUNCT
ajema-8721	461	3	2025	2025	NUM
ajema-8721	461	4	.	.	PUNCT
ajema-8721	462	1	[	[	X
ajema-8721	462	2	46	46	NUM
ajema-8721	462	3	]	]	X
ajema-8721	462	4	p.	p.	PROPN
ajema-8721	462	5	nutalapati	nutalapati	PROPN
ajema-8721	462	6	,	,	PUNCT
ajema-8721	462	7	"	"	PUNCT
ajema-8721	462	8	security	security	NOUN
ajema-8721	462	9	considerations	consideration	NOUN
ajema-8721	462	10	for	for	ADP
ajema-8721	462	11	hybrid	hybrid	ADJ
ajema-8721	462	12	cloud	cloud	NOUN
ajema-8721	462	13	deployments	deployment	NOUN
ajema-8721	462	14	in	in	ADP
ajema-8721	462	15	fintech	fintech	NOUN
ajema-8721	462	16	using	use	VERB
ajema-8721	462	17	blockchain	blockchain	NOUN
ajema-8721	462	18	,	,	PUNCT
ajema-8721	462	19	"	"	PUNCT
ajema-8721	462	20	journal	journal	NOUN
ajema-8721	462	21	of	of	ADP
ajema-8721	462	22	artificial	artificial	ADJ
ajema-8721	462	23	intelligence	intelligence	NOUN
ajema-8721	462	24	,	,	PUNCT
ajema-8721	462	25	machine	machine	NOUN
ajema-8721	462	26	learning	learning	NOUN
ajema-8721	462	27	and	and	CCONJ
ajema-8721	462	28	data	datum	NOUN
ajema-8721	462	29	science	science	NOUN
ajema-8721	462	30	,	,	PUNCT
ajema-8721	462	31	vol	vol	NOUN
ajema-8721	462	32	.	.	PROPN
ajema-8721	462	33	1	1	NUM
ajema-8721	462	34	,	,	PUNCT
ajema-8721	462	35	no	no	INTJ
ajema-8721	462	36	.	.	NOUN
ajema-8721	462	37	1	1	NUM
ajema-8721	462	38	,	,	PUNCT
ajema-8721	462	39	urf	urf	NOUN
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ajema-8721	462	41	,	,	PUNCT
ajema-8721	462	42	2025	2025	NUM
ajema-8721	462	43	.	.	PUNCT
ajema-8721	463	1	[	[	X
ajema-8721	463	2	47	47	NUM
ajema-8721	463	3	]	]	PUNCT
ajema-8721	463	4	p.	p.	PROPN
ajema-8721	463	5	nutalapati	nutalapati	PROPN
ajema-8721	463	6	,	,	PUNCT
ajema-8721	463	7	"	"	PUNCT
ajema-8721	463	8	zero	zero	NUM
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ajema-8721	463	10	architecture	architecture	NOUN
ajema-8721	463	11	in	in	ADP
ajema-8721	463	12	cloud	cloud	NOUN
ajema-8721	463	13	-	-	PUNCT
ajema-8721	463	14	based	base	VERB
ajema-8721	463	15	fintech	fintech	NOUN
ajema-8721	463	16	applications	application	NOUN
ajema-8721	463	17	,	,	PUNCT
ajema-8721	463	18	"	"	PUNCT
ajema-8721	463	19	journal	journal	NOUN
ajema-8721	463	20	of	of	ADP
ajema-8721	463	21	artificial	artificial	ADJ
ajema-8721	463	22	intelligence	intelligence	PROPN
ajema-8721	463	23	&	&	CCONJ
ajema-8721	463	24	cloud	cloud	PROPN
ajema-8721	463	25	computing	computing	PROPN
ajema-8721	463	26	,	,	PUNCT
ajema-8721	463	27	vol	vol	NOUN
ajema-8721	463	28	.	.	PROPN
ajema-8721	463	29	2	2	NUM
ajema-8721	463	30	,	,	PUNCT
ajema-8721	463	31	no	no	INTJ
ajema-8721	463	32	.	.	NOUN
ajema-8721	463	33	1	1	NUM
ajema-8721	463	34	,	,	PUNCT
ajema-8721	463	35	pp	pp	ADJ
ajema-8721	463	36	.	.	PUNCT
ajema-8721	464	1	1–8	1–8	NUM
ajema-8721	464	2	,	,	PUNCT
ajema-8721	464	3	2023	2023	NUM
ajema-8721	464	4	.	.	PUNCT
ajema-8721	465	1	[	[	X
ajema-8721	465	2	48	48	NUM
ajema-8721	465	3	]	]	PUNCT
ajema-8721	465	4	p.	p.	PROPN
ajema-8721	465	5	nutalapati	nutalapati	PROPN
ajema-8721	465	6	,	,	PUNCT
ajema-8721	465	7	j.	j.	PROPN
ajema-8721	465	8	r.	r.	PROPN
ajema-8721	465	9	vummadi	vummadi	PROPN
ajema-8721	465	10	,	,	PUNCT
ajema-8721	465	11	s.	s.	PROPN
ajema-8721	465	12	dodda	dodda	PROPN
ajema-8721	465	13	and	and	CCONJ
ajema-8721	465	14	n.	n.	PROPN
ajema-8721	465	15	kamuni	kamuni	PROPN
ajema-8721	465	16	,	,	PUNCT
ajema-8721	465	17	"	"	PUNCT
ajema-8721	465	18	advancing	advance	VERB
ajema-8721	465	19	network	network	NOUN
ajema-8721	465	20	intrusion	intrusion	NOUN
ajema-8721	465	21	detection	detection	NOUN
ajema-8721	465	22	:	:	PUNCT
ajema-8721	465	23	a	a	DET
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ajema-8721	465	25	study	study	NOUN
ajema-8721	465	26	of	of	ADP
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ajema-8721	465	29	classification	classification	NOUN
ajema-8721	465	30	on	on	ADP
ajema-8721	465	31	nsl	nsl	PROPN
ajema-8721	465	32	-	-	PUNCT
ajema-8721	465	33	kdd	kdd	PROPN
ajema-8721	465	34	data	datum	NOUN
ajema-8721	465	35	,	,	PUNCT
ajema-8721	465	36	"	"	PUNCT
ajema-8721	465	37	2025	2025	NUM
ajema-8721	465	38	international	international	ADJ
ajema-8721	465	39	conference	conference	NOUN
ajema-8721	465	40	on	on	ADP
ajema-8721	465	41	data	datum	NOUN
ajema-8721	465	42	science	science	NOUN
ajema-8721	465	43	and	and	CCONJ
ajema-8721	465	44	its	its	PRON
ajema-8721	465	45	applications	application	NOUN
ajema-8721	465	46	(	(	PUNCT
ajema-8721	465	47	icodsa	icodsa	NOUN
ajema-8721	465	48	)	)	PUNCT
ajema-8721	465	49	,	,	PUNCT
ajema-8721	465	50	jakarta	jakarta	PROPN
ajema-8721	465	51	,	,	PUNCT
ajema-8721	465	52	indonesia	indonesia	PROPN
ajema-8721	465	53	,	,	PUNCT
ajema-8721	465	54	2025	2025	NUM
ajema-8721	465	55	,	,	PUNCT
ajema-8721	465	56	pp	pp	ADP
ajema-8721	465	57	.	.	PUNCT
ajema-8721	465	58	880	880	NUM
ajema-8721	465	59	-	-	SYM
ajema-8721	465	60	885	885	NUM
ajema-8721	465	61	.	.	PUNCT
ajema-8721	466	1	[	[	X
ajema-8721	466	2	49	49	NUM
ajema-8721	466	3	]	]	PUNCT
ajema-8721	466	4	p.	p.	PROPN
ajema-8721	466	5	nutalapati	nutalapati	PROPN
ajema-8721	466	6	,	,	PUNCT
ajema-8721	466	7	s.	s.	PROPN
ajema-8721	466	8	m.	m.	PROPN
ajema-8721	466	9	dhavale	dhavale	PROPN
ajema-8721	466	10	,	,	PUNCT
ajema-8721	466	11	a.	a.	NOUN
ajema-8721	466	12	shrivastava	shrivastava	PROPN
ajema-8721	466	13	,	,	PUNCT
ajema-8721	466	14	r.	r.	PROPN
ajema-8721	466	15	v.	v.	PROPN
ajema-8721	466	16	s.	s.	PROPN
ajema-8721	466	17	praveen	praveen	PROPN
ajema-8721	466	18	,	,	PUNCT
ajema-8721	466	19	h.	h.	PROPN
ajema-8721	466	20	k.	k.	PROPN
ajema-8721	466	21	vemuri	vemuri	PROPN
ajema-8721	466	22	and	and	CCONJ
ajema-8721	466	23	r.	r.	PROPN
ajema-8721	466	24	riadhwsein	riadhwsein	PROPN
ajema-8721	466	25	,	,	PUNCT
ajema-8721	466	26	"	"	PUNCT
ajema-8721	466	27	iot	iot	ADJ
ajema-8721	466	28	and	and	CCONJ
ajema-8721	466	29	machine	machine	NOUN
ajema-8721	466	30	learning	learning	NOUN
ajema-8721	466	31	-	-	PUNCT
ajema-8721	466	32	enhanced	enhance	VERB
ajema-8721	466	33	energy	energy	NOUN
ajema-8721	466	34	management	management	NOUN
ajema-8721	466	35	in	in	ADP
ajema-8721	466	36	enabled	enable	VERB
ajema-8721	466	37	smart	smart	ADJ
ajema-8721	466	38	grids	grid	NOUN
ajema-8721	466	39	for	for	ADP
ajema-8721	466	40	predictive	predictive	ADJ
ajema-8721	466	41	load	load	NOUN
ajema-8721	466	42	balancing	balance	VERB
ajema-8721	466	43	,	,	PUNCT
ajema-8721	466	44	"	"	PUNCT
ajema-8721	466	45	2025	2025	NUM
ajema-8721	466	46	world	world	NOUN
ajema-8721	466	47	skills	skill	NOUN
ajema-8721	466	48	conference	conference	NOUN
ajema-8721	466	49	on	on	ADP
ajema-8721	466	50	universal	universal	ADJ
ajema-8721	466	51	data	datum	NOUN
ajema-8721	466	52	analytics	analytic	NOUN
ajema-8721	466	53	and	and	CCONJ
ajema-8721	466	54	sciences	sciences	PROPN
ajema-8721	466	55	(	(	PUNCT
ajema-8721	466	56	worldsuas	worldsuas	PROPN
ajema-8721	466	57	)	)	PUNCT
ajema-8721	466	58	,	,	PUNCT
ajema-8721	466	59	indore	indore	PROPN
ajema-8721	466	60	,	,	PUNCT
ajema-8721	466	61	india	india	PROPN
ajema-8721	466	62	,	,	PUNCT
ajema-8721	466	63	2025	2025	NUM
ajema-8721	466	64	,	,	PUNCT
ajema-8721	466	65	pp	pp	ADJ
ajema-8721	466	66	.	.	PUNCT
ajema-8721	467	1	1	1	NUM
ajema-8721	467	2	-	-	SYM
ajema-8721	467	3	6	6	NUM
ajema-8721	467	4	.	.	PUNCT
ajema-8721	468	1	[	[	X
ajema-8721	468	2	50	50	NUM
ajema-8721	468	3	]	]	PUNCT
ajema-8721	468	4	p.	p.	NOUN
ajema-8721	468	5	nutralapati	nutralapati	PROPN
ajema-8721	468	6	,	,	PUNCT
ajema-8721	468	7	“	"	PUNCT
ajema-8721	468	8	disaster	disaster	NOUN
ajema-8721	468	9	recovery	recovery	NOUN
ajema-8721	468	10	and	and	CCONJ
ajema-8721	468	11	business	business	NOUN
ajema-8721	468	12	continuity	continuity	NOUN
ajema-8721	468	13	planning	planning	NOUN
ajema-8721	468	14	in	in	ADP
ajema-8721	468	15	cloud	cloud	NOUN
ajema-8721	468	16	-	-	PUNCT
ajema-8721	468	17	blockchain	blockchain	NOUN
ajema-8721	468	18	infrastructures	infrastructure	NOUN
ajema-8721	468	19	,	,	PUNCT
ajema-8721	468	20	”	"	PUNCT
ajema-8721	468	21	ssrn	ssrn	PROPN
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ajema-8721	468	23	.	.	PUNCT
ajema-8721	469	1	j.	j.	PROPN
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ajema-8721	469	3	jun	jun	PROPN
ajema-8721	469	4	.	.	PROPN
ajema-8721	469	5	2020	2020	NUM
ajema-8721	469	6	.	.	PUNCT
ajema-8721	470	1	[	[	X
ajema-8721	470	2	51	51	NUM
ajema-8721	470	3	]	]	X
ajema-8721	470	4	d.	d.	PROPN
ajema-8721	470	5	sai	sai	PROPN
ajema-8721	470	6	and	and	CCONJ
ajema-8721	470	7	h.	h.	PROPN
ajema-8721	470	8	mashetty	mashetty	PROPN
ajema-8721	470	9	,	,	PUNCT
ajema-8721	470	10	"	"	PUNCT
ajema-8721	470	11	enhancing	enhance	VERB
ajema-8721	470	12	federated	federated	ADJ
ajema-8721	470	13	learning	learning	NOUN
ajema-8721	470	14	evaluation	evaluation	NOUN
ajema-8721	470	15	:	:	PUNCT
ajema-8721	470	16	exploring	explore	VERB
ajema-8721	470	17	instancelevel	instancelevel	ADJ
ajema-8721	470	18	insights	insight	NOUN
ajema-8721	470	19	with	with	ADP
ajema-8721	470	20	squares	square	NOUN
ajema-8721	470	21	in	in	ADP
ajema-8721	470	22	image	image	NOUN
ajema-8721	470	23	classification	classification	NOUN
ajema-8721	470	24	models	model	NOUN
ajema-8721	470	25	,	,	PUNCT
ajema-8721	470	26	"	"	PUNCT
ajema-8721	470	27	j.	j.	PROPN
ajema-8721	470	28	electrical	electrical	PROPN
ajema-8721	470	29	systems	system	NOUN
ajema-8721	470	30	,	,	PUNCT
ajema-8721	470	31	vol	vol	NOUN
ajema-8721	470	32	.	.	PROPN
ajema-8721	470	33	20	20	NUM
ajema-8721	470	34	,	,	PUNCT
ajema-8721	470	35	no	no	INTJ
ajema-8721	470	36	.	.	NOUN
ajema-8721	470	37	7s	7	NOUN
ajema-8721	470	38	,	,	PUNCT
ajema-8721	470	39	pp	pp	ADJ
ajema-8721	470	40	.	.	PUNCT
ajema-8721	470	41	2516–2523	2516–2523	NOUN
ajema-8721	470	42	,	,	PUNCT
ajema-8721	470	43	2024	2024	NUM
ajema-8721	470	44	.	.	PUNCT
ajema-8721	471	1	[	[	X
ajema-8721	471	2	52	52	NUM
ajema-8721	471	3	]	]	PUNCT
ajema-8721	471	4	v.	v.	ADP
ajema-8721	471	5	p.	p.	PROPN
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ajema-8721	471	9	b.	b.	PROPN
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ajema-8721	471	11	,	,	PUNCT
ajema-8721	471	12	"	"	PUNCT
ajema-8721	471	13	asian	asian	ADJ
ajema-8721	471	14	research	research	NOUN
ajema-8721	471	15	consortium	consortium	NOUN
ajema-8721	471	16	,	,	PUNCT
ajema-8721	471	17	"	"	PUNCT
ajema-8721	471	18	asian	asian	ADJ
ajema-8721	471	19	journal	journal	NOUN
ajema-8721	471	20	of	of	ADP
ajema-8721	471	21	research	research	NOUN
ajema-8721	471	22	in	in	ADP
ajema-8721	471	23	social	social	ADJ
ajema-8721	471	24	sciences	science	NOUN
ajema-8721	471	25	and	and	CCONJ
ajema-8721	471	26	humanities	humanity	NOUN
ajema-8721	471	27	,	,	PUNCT
ajema-8721	471	28	vol	vol	NOUN
ajema-8721	471	29	.	.	PROPN
ajema-8721	471	30	6	6	NUM
ajema-8721	471	31	,	,	PUNCT
ajema-8721	471	32	no	no	INTJ
ajema-8721	471	33	.	.	NOUN
ajema-8721	471	34	8	8	NUM
ajema-8721	471	35	,	,	PUNCT
ajema-8721	471	36	pp	pp	ADJ
ajema-8721	471	37	.	.	PUNCT
ajema-8721	471	38	1474–1491	1474–1491	NUM
ajema-8721	471	39	,	,	PUNCT
ajema-8721	471	40	aug	aug	PROPN
ajema-8721	471	41	.	.	PROPN
ajema-8721	471	42	2016	2016	NUM
ajema-8721	471	43	.	.	PUNCT
ajema-8721	472	1	[	[	X
ajema-8721	472	2	53	53	NUM
ajema-8721	472	3	]	]	PUNCT
ajema-8721	472	4	v.	v.	PROPN
ajema-8721	472	5	p.	p.	NOUN
ajema-8721	472	6	rameshkumaar	rameshkumaar	NOUN
ajema-8721	472	7	,	,	PUNCT
ajema-8721	472	8	"	"	PUNCT
ajema-8721	472	9	an	an	DET
ajema-8721	472	10	analytical	analytical	ADJ
ajema-8721	472	11	study	study	NOUN
ajema-8721	472	12	on	on	ADP
ajema-8721	472	13	the	the	DET
ajema-8721	472	14	usage	usage	NOUN
ajema-8721	472	15	and	and	CCONJ
ajema-8721	472	16	effects	effect	NOUN
ajema-8721	472	17	of	of	ADP
ajema-8721	472	18	transportation	transportation	NOUN
ajema-8721	472	19	management	management	NOUN
ajema-8721	472	20	of	of	ADP
ajema-8721	472	21	top	top	ADJ
ajema-8721	472	22	3	3	NUM
ajema-8721	472	23	mnc	mnc	PROPN
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ajema-8721	472	25	during	during	ADP
ajema-8721	472	26	and	and	CCONJ
ajema-8721	472	27	before	before	ADP
ajema-8721	472	28	pandemic	pandemic	ADJ
ajema-8721	472	29	crisis	crisis	NOUN
ajema-8721	472	30	,	,	PUNCT
ajema-8721	472	31	"	"	PUNCT
ajema-8721	472	32	international	international	ADJ
ajema-8721	472	33	journal	journal	NOUN
ajema-8721	472	34	of	of	ADP
ajema-8721	472	35	aquatic	aquatic	ADJ
ajema-8721	472	36	science	science	NOUN
ajema-8721	472	37	,	,	PUNCT
ajema-8721	472	38	vol	vol	NOUN
ajema-8721	472	39	.	.	PROPN
ajema-8721	472	40	12	12	NUM
ajema-8721	472	41	,	,	PUNCT
ajema-8721	472	42	no	no	INTJ
ajema-8721	472	43	.	.	NOUN
ajema-8721	472	44	3	3	NUM
ajema-8721	472	45	,	,	PUNCT
ajema-8721	472	46	pp	pp	ADJ
ajema-8721	472	47	.	.	PUNCT
ajema-8721	473	1	2619–2629	2619–2629	NUM
ajema-8721	473	2	,	,	PUNCT
ajema-8721	473	3	jun	jun	PROPN
ajema-8721	473	4	.	.	PROPN
ajema-8721	473	5	1	1	NUM
ajema-8721	473	6	,	,	PUNCT
ajema-8721	473	7	2021	2021	NUM
ajema-8721	473	8	.	.	PUNCT
ajema-8721	474	1	[	[	X
ajema-8721	474	2	54	54	NUM
ajema-8721	474	3	]	]	PUNCT
ajema-8721	474	4	v.	v.	PROPN
ajema-8721	474	5	p.	p.	NOUN
ajema-8721	474	6	rameshkumaar	rameshkumaar	NOUN
ajema-8721	474	7	,	,	PUNCT
ajema-8721	474	8	d.	d.	PROPN
ajema-8721	474	9	ganesan	ganesan	PROPN
ajema-8721	474	10	,	,	PUNCT
ajema-8721	474	11	s.	s.	PROPN
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ajema-8721	474	13	,	,	PUNCT
ajema-8721	474	14	r.	r.	PROPN
ajema-8721	474	15	karthikeyan	karthikeyan	PROPN
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ajema-8721	474	17	and	and	CCONJ
ajema-8721	474	18	p.	p.	PROPN
ajema-8721	474	19	p.	p.	PROPN
ajema-8721	474	20	devi	devi	PROPN
ajema-8721	474	21	,	,	PUNCT
ajema-8721	474	22	"	"	PUNCT
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ajema-8721	474	26	of	of	ADP
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ajema-8721	474	28	intelligence	intelligence	NOUN
ajema-8721	474	29	on	on	ADP
ajema-8721	474	30	logistics	logistic	NOUN
ajema-8721	474	31	and	and	CCONJ
ajema-8721	474	32	supply	supply	NOUN
ajema-8721	474	33	chain	chain	NOUN
ajema-8721	474	34	efficiency	efficiency	NOUN
ajema-8721	474	35	,	,	PUNCT
ajema-8721	474	36	"	"	PUNCT
ajema-8721	474	37	indian	indian	ADJ
ajema-8721	474	38	journal	journal	NOUN
ajema-8721	474	39	of	of	ADP
ajema-8721	474	40	natural	natural	ADJ
ajema-8721	474	41	sciences	science	NOUN
ajema-8721	474	42	,	,	PUNCT
ajema-8721	474	43	vol	vol	NOUN
ajema-8721	474	44	.	.	PROPN
ajema-8721	474	45	15	15	NUM
ajema-8721	474	46	,	,	PUNCT
ajema-8721	474	47	no	no	INTJ
ajema-8721	474	48	.	.	NOUN
ajema-8721	474	49	88	88	NUM
ajema-8721	474	50	,	,	PUNCT
ajema-8721	474	51	pp	pp	ADJ
ajema-8721	474	52	.	.	PUNCT
ajema-8721	475	1	88823–88828	88823–88828	NOUN
ajema-8721	475	2	,	,	PUNCT
ajema-8721	475	3	feb	feb	PROPN
ajema-8721	475	4	.	.	PROPN
ajema-8721	475	5	2025	2025	NUM
ajema-8721	475	6	.	.	PUNCT
ajema-8721	476	1	[	[	X
ajema-8721	476	2	55	55	NUM
ajema-8721	476	3	]	]	PUNCT
ajema-8721	476	4	v.	v.	PROPN
ajema-8721	476	5	p.	p.	NOUN
ajema-8721	476	6	rameshkumaar	rameshkumaar	NOUN
ajema-8721	476	7	,	,	PUNCT
ajema-8721	476	8	r.	r.	PROPN
ajema-8721	476	9	a.	a.	PROPN
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ajema-8721	476	12	,	,	PUNCT
ajema-8721	476	13	s.	s.	PROPN
ajema-8721	476	14	m.	m.	PROPN
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ajema-8721	476	16	,	,	PUNCT
ajema-8721	476	17	and	and	CCONJ
ajema-8721	476	18	s.	s.	PROPN
ajema-8721	476	19	j.	j.	PROPN
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ajema-8721	476	23	"	"	PUNCT
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ajema-8721	476	25	assisted	assist	VERB
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ajema-8721	476	27	of	of	ADP
ajema-8721	476	28	highly	highly	ADV
ajema-8721	476	29	stable	stable	ADJ
ajema-8721	476	30	titania	titania	NOUN
ajema-8721	476	31	nanoparticles	nanoparticle	NOUN
ajema-8721	476	32	for	for	ADP
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ajema-8721	476	34	purification	purification	NOUN
ajema-8721	476	35	applications	application	NOUN
ajema-8721	476	36	,	,	PUNCT
ajema-8721	476	37	"	"	PUNCT
ajema-8721	476	38	aip	aip	PROPN
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ajema-8721	476	40	.	.	PUNCT
ajema-8721	477	1	proc	proc	PROPN
ajema-8721	477	2	.	.	PROPN
ajema-8721	477	3	,	,	PUNCT
ajema-8721	477	4	vol	vol	NOUN
ajema-8721	477	5	.	.	PROPN
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ajema-8721	477	7	,	,	PUNCT
ajema-8721	477	8	p.	p.	NOUN
ajema-8721	477	9	040004	040004	NUM
ajema-8721	477	10	,	,	PUNCT
ajema-8721	477	11	2025	2025	NUM
ajema-8721	477	12	.	.	PUNCT
ajema-8721	478	1	[	[	X
ajema-8721	478	2	56	56	NUM
ajema-8721	478	3	]	]	X
ajema-8721	478	4	p.	p.	NOUN
ajema-8721	478	5	praba	praba	PROPN
ajema-8721	478	6	devi	devi	PROPN
ajema-8721	478	7	and	and	CCONJ
ajema-8721	478	8	s.	s.	PROPN
ajema-8721	478	9	p.	p.	PROPN
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ajema-8721	478	12	m.	m.	PROPN
ajema-8721	478	13	,	,	PUNCT
ajema-8721	478	14	"	"	PUNCT
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ajema-8721	478	16	media	medium	NOUN
ajema-8721	478	17	marketing	marketing	NOUN
ajema-8721	478	18	:	:	PUNCT
ajema-8721	478	19	a	a	DET
ajema-8721	478	20	review	review	NOUN
ajema-8721	478	21	,	,	PUNCT
ajema-8721	478	22	"	"	PUNCT
ajema-8721	478	23	strad	strad	PROPN
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ajema-8721	478	25	,	,	PUNCT
ajema-8721	478	26	vol	vol	NOUN
ajema-8721	478	27	.	.	PROPN
ajema-8721	478	28	8	8	NUM
ajema-8721	478	29	,	,	PUNCT
ajema-8721	478	30	no	no	INTJ
ajema-8721	478	31	.	.	NOUN
ajema-8721	478	32	3	3	NUM
ajema-8721	478	33	,	,	PUNCT
ajema-8721	478	34	pp	pp	ADJ
ajema-8721	478	35	.	.	PUNCT
ajema-8721	479	1	281	281	NUM
ajema-8721	479	2	-	-	SYM
ajema-8721	479	3	287	287	NUM
ajema-8721	479	4	,	,	PUNCT
ajema-8721	479	5	2021	2021	NUM
ajema-8721	479	6	.	.	PUNCT
ajema-8721	480	1	[	[	X
ajema-8721	480	2	57	57	NUM
ajema-8721	480	3	]	]	PUNCT
ajema-8721	480	4	p.	p.	NOUN
ajema-8721	480	5	praba	praba	PROPN
ajema-8721	480	6	devi	devi	PROPN
ajema-8721	480	7	,	,	PUNCT
ajema-8721	480	8	"	"	PUNCT
ajema-8721	480	9	a	a	DET
ajema-8721	480	10	literary	literary	ADJ
ajema-8721	480	11	review	review	NOUN
ajema-8721	480	12	on	on	ADP
ajema-8721	480	13	conflict	conflict	NOUN
ajema-8721	480	14	management	management	NOUN
ajema-8721	480	15	strategies	strategy	NOUN
ajema-8721	480	16	,	,	PUNCT
ajema-8721	480	17	"	"	PUNCT
ajema-8721	480	18	aip	aip	PROPN
ajema-8721	480	19	conference	conference	NOUN
ajema-8721	480	20	proceedings	proceeding	NOUN
ajema-8721	480	21	,	,	PUNCT
ajema-8721	480	22	vol	vol	NOUN
ajema-8721	480	23	.	.	PROPN
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ajema-8721	480	25	,	,	PUNCT
ajema-8721	480	26	no	no	INTJ
ajema-8721	480	27	.	.	NOUN
ajema-8721	480	28	1	1	NUM
ajema-8721	480	29	,	,	PUNCT
ajema-8721	480	30	p.	p.	NOUN
ajema-8721	480	31	030080	030080	NUM
ajema-8721	480	32	,	,	PUNCT
ajema-8721	480	33	2025	2025	NUM
ajema-8721	480	34	.	.	PUNCT
ajema-8721	481	1	[	[	X
ajema-8721	481	2	58	58	NUM
ajema-8721	481	3	]	]	PUNCT
ajema-8721	481	4	p.	p.	NOUN
ajema-8721	481	5	praba	praba	PROPN
ajema-8721	481	6	devi	devi	PROPN
ajema-8721	481	7	,	,	PUNCT
ajema-8721	481	8	c.	c.	PROPN
ajema-8721	481	9	v.	v.	PROPN
ajema-8721	481	10	sabiya	sabiya	PROPN
ajema-8721	481	11	,	,	PUNCT
ajema-8721	481	12	m.	m.	PROPN
ajema-8721	481	13	nitish	nitish	PROPN
ajema-8721	481	14	,	,	PUNCT
ajema-8721	481	15	a.	a.	PROPN
ajema-8721	481	16	s.	s.	PROPN
ajema-8721	481	17	rouban	rouban	PROPN
ajema-8721	481	18	,	,	PUNCT
ajema-8721	481	19	and	and	CCONJ
ajema-8721	481	20	s.	s.	PROPN
ajema-8721	481	21	sanjay	sanjay	PROPN
ajema-8721	481	22	,	,	PUNCT
ajema-8721	481	23	"	"	PUNCT
ajema-8721	481	24	green	green	ADJ
ajema-8721	481	25	consumerism	consumerism	NOUN
ajema-8721	481	26	from	from	ADP
ajema-8721	481	27	the	the	DET
ajema-8721	481	28	perspective	perspective	NOUN
ajema-8721	481	29	of	of	ADP
ajema-8721	481	30	theory	theory	NOUN
ajema-8721	481	31	of	of	ADP
ajema-8721	481	32	planned	planned	ADJ
ajema-8721	481	33	behaviour	behaviour	NOUN
ajema-8721	481	34	,	,	PUNCT
ajema-8721	481	35	"	"	PUNCT
ajema-8721	481	36	cahiers	cahier	NOUN
ajema-8721	481	37	magellanes	magellane	NOUN
ajema-8721	481	38	-	-	PUNCT
ajema-8721	481	39	ns	ns	ADJ
ajema-8721	481	40	,	,	PUNCT
ajema-8721	481	41	vol	vol	NOUN
ajema-8721	481	42	.	.	PROPN
ajema-8721	482	1	6	6	NUM
ajema-8721	482	2	,	,	PUNCT
ajema-8721	482	3	no	no	INTJ
ajema-8721	482	4	.	.	NOUN
ajema-8721	482	5	2	2	NUM
ajema-8721	482	6	,	,	PUNCT
ajema-8721	482	7	pp	pp	ADJ
ajema-8721	482	8	.	.	PUNCT
ajema-8721	483	1	7344	7344	NUM
ajema-8721	483	2	-	-	SYM
ajema-8721	483	3	7350	7350	NUM
ajema-8721	483	4	,	,	PUNCT
ajema-8721	483	5	2024	2024	NUM
ajema-8721	483	6	.	.	PUNCT
ajema-8721	484	1	[	[	X
ajema-8721	484	2	59	59	NUM
ajema-8721	484	3	]	]	PUNCT
ajema-8721	484	4	s.	s.	PROPN
ajema-8721	484	5	y.	y.	PROPN
ajema-8721	484	6	malathi	malathi	PROPN
ajema-8721	484	7	and	and	CCONJ
ajema-8721	484	8	r.	r.	PROPN
ajema-8721	484	9	b.	b.	PROPN
ajema-8721	484	10	geeta	geeta	PROPN
ajema-8721	484	11	,	,	PUNCT
ajema-8721	484	12	“	"	PUNCT
ajema-8721	484	13	classification	classification	NOUN
ajema-8721	484	14	of	of	ADP
ajema-8721	484	15	knee	knee	NOUN
ajema-8721	484	16	x	x	NOUN
ajema-8721	484	17	-	-	NOUN
ajema-8721	484	18	ray	ray	NOUN
ajema-8721	484	19	images	image	NOUN
ajema-8721	484	20	by	by	ADP
ajema-8721	484	21	severity	severity	NOUN
ajema-8721	484	22	of	of	ADP
ajema-8721	484	23	http://www/	http://www/	PROPN
ajema-8721	484	24	153	153	NUM
ajema-8721	484	25	journal	journal	NOUN
ajema-8721	484	26	of	of	ADP
ajema-8721	484	27	engineering	engineering	NOUN
ajema-8721	484	28	,	,	PUNCT
ajema-8721	484	29	mechanics	mechanic	NOUN
ajema-8721	484	30	and	and	CCONJ
ajema-8721	484	31	architecture	architecture	NOUN
ajema-8721	484	32	www	www	NOUN
ajema-8721	484	33	.	.	PUNCT
ajema-8721	485	1	grnjournal.us	grnjournal.us	X
ajema-8721	485	2	osteoarthritis	osteoarthritis	NOUN
ajema-8721	485	3	using	use	VERB
ajema-8721	485	4	skip	skip	ADJ
ajema-8721	485	5	connection	connection	NOUN
ajema-8721	485	6	based	base	VERB
ajema-8721	485	7	resnet101	resnet101	PROPN
ajema-8721	485	8	,	,	PUNCT
ajema-8721	485	9	”	"	PUNCT
ajema-8721	485	10	int	int	NOUN
ajema-8721	485	11	.	.	PUNCT
ajema-8721	486	1	j.	j.	PROPN
ajema-8721	486	2	intell	intell	PROPN
ajema-8721	486	3	.	.	PUNCT
ajema-8721	487	1	eng	eng	PROPN
ajema-8721	487	2	.	.	PUNCT
ajema-8721	487	3	syst	syst	PROPN
ajema-8721	487	4	.	.	PROPN
ajema-8721	487	5	,	,	PUNCT
ajema-8721	487	6	vol	vol	NOUN
ajema-8721	487	7	.	.	PROPN
ajema-8721	488	1	16	16	NUM
ajema-8721	488	2	,	,	PUNCT
ajema-8721	488	3	no	no	INTJ
ajema-8721	488	4	.	.	NOUN
ajema-8721	488	5	5	5	NUM
ajema-8721	488	6	,	,	PUNCT
ajema-8721	488	7	p.	p.	NOUN
ajema-8721	488	8	738	738	NUM
ajema-8721	488	9	,	,	PUNCT
ajema-8721	488	10	2023	2023	NUM
ajema-8721	488	11	.	.	PUNCT
ajema-8721	489	1	[	[	X
ajema-8721	489	2	60	60	NUM
ajema-8721	489	3	]	]	PUNCT
ajema-8721	489	4	s.	s.	PROPN
ajema-8721	489	5	g.	g.	PROPN
ajema-8721	489	6	k.	k.	PROPN
ajema-8721	489	7	peddireddy	peddireddy	PROPN
ajema-8721	489	8	,	,	PUNCT
ajema-8721	489	9	“	"	PUNCT
ajema-8721	489	10	advancing	advance	VERB
ajema-8721	489	11	threat	threat	NOUN
ajema-8721	489	12	detection	detection	NOUN
ajema-8721	489	13	in	in	ADP
ajema-8721	489	14	cybersecurity	cybersecurity	NOUN
ajema-8721	489	15	through	through	ADP
ajema-8721	489	16	deep	deep	ADJ
ajema-8721	489	17	learning	learning	NOUN
ajema-8721	489	18	algorithms	algorithm	NOUN
ajema-8721	489	19	,	,	PUNCT
ajema-8721	489	20	”	"	PUNCT
ajema-8721	489	21	fmdb	fmdb	NOUN
ajema-8721	489	22	transactions	transaction	NOUN
ajema-8721	489	23	on	on	ADP
ajema-8721	489	24	sustainable	sustainable	ADJ
ajema-8721	489	25	intelligent	intelligent	ADJ
ajema-8721	489	26	networks	network	NOUN
ajema-8721	489	27	.	.	PUNCT
ajema-8721	489	28	,	,	PUNCT
ajema-8721	490	1	vol.1	vol.1	NUM
ajema-8721	490	2	,	,	PUNCT
ajema-8721	490	3	no	no	INTJ
ajema-8721	490	4	.	.	NOUN
ajema-8721	490	5	4	4	NUM
ajema-8721	490	6	,	,	PUNCT
ajema-8721	490	7	pp	pp	ADJ
ajema-8721	490	8	.	.	PUNCT
ajema-8721	491	1	190–200	190–200	NUM
ajema-8721	491	2	,	,	PUNCT
ajema-8721	491	3	2024	2024	NUM
ajema-8721	491	4	.	.	PUNCT
ajema-8721	492	1	[	[	X
ajema-8721	492	2	61	61	NUM
ajema-8721	492	3	]	]	PUNCT
ajema-8721	492	4	s.	s.	PROPN
ajema-8721	492	5	g.	g.	PROPN
ajema-8721	492	6	k.	k.	PROPN
ajema-8721	492	7	peddireddy	peddireddy	PROPN
ajema-8721	492	8	,	,	PUNCT
ajema-8721	492	9	“	"	PUNCT
ajema-8721	492	10	integrating	integrate	VERB
ajema-8721	492	11	ai	ai	VERB
ajema-8721	492	12	for	for	ADP
ajema-8721	492	13	proactive	proactive	ADJ
ajema-8721	492	14	network	network	NOUN
ajema-8721	492	15	defense	defense	NOUN
ajema-8721	492	16	against	against	ADP
ajema-8721	492	17	emerging	emerge	VERB
ajema-8721	492	18	security	security	NOUN
ajema-8721	492	19	vulnerabilities	vulnerability	NOUN
ajema-8721	492	20	,	,	PUNCT
ajema-8721	492	21	”	"	PUNCT
ajema-8721	492	22	fmdb	fmdb	NOUN
ajema-8721	492	23	transactions	transaction	NOUN
ajema-8721	492	24	on	on	ADP
ajema-8721	492	25	sustainable	sustainable	ADJ
ajema-8721	492	26	computer	computer	NOUN
ajema-8721	492	27	letters	letter	NOUN
ajema-8721	492	28	.	.	PUNCT
ajema-8721	493	1	,	,	PUNCT
ajema-8721	493	2	vol	vol	NOUN
ajema-8721	493	3	.	.	PROPN
ajema-8721	494	1	2	2	NUM
ajema-8721	494	2	,	,	PUNCT
ajema-8721	494	3	no	no	INTJ
ajema-8721	494	4	.	.	NOUN
ajema-8721	494	5	4	4	NUM
ajema-8721	494	6	,	,	PUNCT
ajema-8721	494	7	pp	pp	ADJ
ajema-8721	494	8	.	.	PUNCT
ajema-8721	495	1	232–241	232–241	NUM
ajema-8721	495	2	,	,	PUNCT
ajema-8721	495	3	2024	2024	NUM
ajema-8721	495	4	.	.	PUNCT
ajema-8721	496	1	[	[	X
ajema-8721	496	2	62	62	NUM
ajema-8721	496	3	]	]	PUNCT
ajema-8721	496	4	s.	s.	PROPN
ajema-8721	496	5	g.	g.	PROPN
ajema-8721	496	6	k.	k.	PROPN
ajema-8721	496	7	peddireddy	peddireddy	PROPN
ajema-8721	496	8	,	,	PUNCT
ajema-8721	496	9	“	"	PUNCT
ajema-8721	496	10	optimizing	optimize	VERB
ajema-8721	496	11	resource	resource	NOUN
ajema-8721	496	12	allocation	allocation	NOUN
ajema-8721	496	13	in	in	ADP
ajema-8721	496	14	multi	multi	ADJ
ajema-8721	496	15	-	-	ADJ
ajema-8721	496	16	cloud	cloud	ADJ
ajema-8721	496	17	environments	environment	NOUN
ajema-8721	496	18	for	for	ADP
ajema-8721	496	19	cost	cost	NOUN
ajema-8721	496	20	efficiency	efficiency	NOUN
ajema-8721	496	21	and	and	CCONJ
ajema-8721	496	22	scalability	scalability	NOUN
ajema-8721	496	23	,	,	PUNCT
ajema-8721	496	24	”	"	PUNCT
ajema-8721	496	25	fmdb	fmdb	NOUN
ajema-8721	496	26	transactions	transaction	NOUN
ajema-8721	496	27	on	on	ADP
ajema-8721	496	28	sustainable	sustainable	ADJ
ajema-8721	496	29	computing	computing	NOUN
ajema-8721	496	30	systems	system	NOUN
ajema-8721	496	31	.	.	PUNCT
ajema-8721	496	32	,	,	PUNCT
ajema-8721	496	33	vol	vol	NOUN
ajema-8721	496	34	.	.	PROPN
ajema-8721	497	1	2	2	NUM
ajema-8721	497	2	,	,	PUNCT
ajema-8721	497	3	no	no	INTJ
ajema-8721	497	4	.	.	NOUN
ajema-8721	497	5	4	4	NUM
ajema-8721	497	6	,	,	PUNCT
ajema-8721	497	7	pp	pp	ADJ
ajema-8721	497	8	.	.	PUNCT
ajema-8721	498	1	167–177	167–177	NUM
ajema-8721	498	2	,	,	PUNCT
ajema-8721	498	3	2024	2024	NUM
ajema-8721	498	4	.	.	PUNCT
ajema-8721	499	1	[	[	X
ajema-8721	499	2	63	63	NUM
ajema-8721	499	3	]	]	PUNCT
ajema-8721	499	4	v.	v.	ADP
ajema-8721	499	5	hiremath	hiremath	PROPN
ajema-8721	499	6	,	,	PUNCT
ajema-8721	499	7	“	"	PUNCT
ajema-8721	499	8	quantum	quantum	ADJ
ajema-8721	499	9	networking	networking	NOUN
ajema-8721	499	10	:	:	PUNCT
ajema-8721	499	11	strategic	strategic	ADJ
ajema-8721	499	12	imperatives	imperative	NOUN
ajema-8721	499	13	for	for	ADP
ajema-8721	499	14	enterprises	enterprise	NOUN
ajema-8721	499	15	and	and	CCONJ
ajema-8721	499	16	service	service	NOUN
ajema-8721	499	17	providers	provider	NOUN
ajema-8721	499	18	in	in	ADP
ajema-8721	499	19	the	the	DET
ajema-8721	499	20	emerging	emerge	VERB
ajema-8721	499	21	quantum	quantum	ADJ
ajema-8721	499	22	era	era	NOUN
ajema-8721	499	23	,	,	PUNCT
ajema-8721	499	24	”	"	PUNCT
ajema-8721	499	25	journal	journal	NOUN
ajema-8721	499	26	of	of	ADP
ajema-8721	499	27	computational	computational	ADJ
ajema-8721	499	28	analysis	analysis	NOUN
ajema-8721	499	29	and	and	CCONJ
ajema-8721	499	30	applications	application	NOUN
ajema-8721	499	31	(	(	PUNCT
ajema-8721	499	32	jocaaa	jocaaa	NOUN
ajema-8721	499	33	)	)	PUNCT
ajema-8721	499	34	,	,	PUNCT
ajema-8721	499	35	vol	vol	NOUN
ajema-8721	499	36	.	.	PROPN
ajema-8721	499	37	31	31	NUM
ajema-8721	499	38	,	,	PUNCT
ajema-8721	499	39	no	no	INTJ
ajema-8721	499	40	.	.	NOUN
ajema-8721	499	41	3	3	NUM
ajema-8721	499	42	,	,	PUNCT
ajema-8721	499	43	pp	pp	ADJ
ajema-8721	499	44	.	.	PUNCT
ajema-8721	500	1	617–631	617–631	NUM
ajema-8721	500	2	,	,	PUNCT
ajema-8721	500	3	dec	dec	PROPN
ajema-8721	500	4	.	.	PROPN
ajema-8721	500	5	2023	2023	NUM
ajema-8721	500	6	.	.	PUNCT
ajema-8721	501	1	[	[	X
ajema-8721	501	2	64	64	NUM
ajema-8721	501	3	]	]	PUNCT
ajema-8721	502	1	d.	d.	PROPN
ajema-8721	502	2	k.	k.	PROPN
ajema-8721	502	3	arora	arora	PROPN
ajema-8721	502	4	et	et	PROPN
ajema-8721	502	5	al	al	PROPN
ajema-8721	502	6	.	.	PROPN
ajema-8721	502	7	,	,	PUNCT
ajema-8721	502	8	“	"	PUNCT
ajema-8721	502	9	an	an	DET
ajema-8721	502	10	in	in	ADP
ajema-8721	502	11	vitro	vitro	X
ajema-8721	502	12	assessment	assessment	NOUN
ajema-8721	502	13	of	of	ADP
ajema-8721	502	14	microleakage	microleakage	NOUN
ajema-8721	502	15	of	of	ADP
ajema-8721	502	16	pit	pit	NOUN
ajema-8721	502	17	and	and	CCONJ
ajema-8721	502	18	fissure	fissure	NOUN
ajema-8721	502	19	sealants	sealant	NOUN
ajema-8721	502	20	and	and	CCONJ
ajema-8721	502	21	restorative	restorative	ADJ
ajema-8721	502	22	materials	material	NOUN
ajema-8721	502	23	using	use	VERB
ajema-8721	502	24	dye	dye	NOUN
ajema-8721	502	25	penetration	penetration	NOUN
ajema-8721	502	26	method	method	NOUN
ajema-8721	502	27	,	,	PUNCT
ajema-8721	502	28	”	"	PUNCT
ajema-8721	502	29	journal	journal	NOUN
ajema-8721	502	30	of	of	ADP
ajema-8721	502	31	pharmacy	pharmacy	NOUN
ajema-8721	502	32	and	and	CCONJ
ajema-8721	502	33	bioallied	bioallie	VERB
ajema-8721	502	34	sciences	sciences	PROPN
ajema-8721	502	35	,	,	PUNCT
ajema-8721	502	36	feb	feb	PROPN
ajema-8721	502	37	.	.	PROPN
ajema-8721	502	38	2025	2025	NUM
ajema-8721	502	39	.	.	PUNCT
ajema-8721	503	1	[	[	X
ajema-8721	503	2	65	65	NUM
ajema-8721	503	3	]	]	X
ajema-8721	503	4	r.	r.	PROPN
ajema-8721	503	5	nagar	nagar	PROPN
ajema-8721	503	6	et	et	PROPN
ajema-8721	503	7	al	al	PROPN
ajema-8721	503	8	.	.	PROPN
ajema-8721	503	9	,	,	PUNCT
ajema-8721	503	10	“	"	PUNCT
ajema-8721	503	11	in	in	ADP
ajema-8721	503	12	vitro	vitro	X
ajema-8721	503	13	analysis	analysis	NOUN
ajema-8721	503	14	of	of	ADP
ajema-8721	503	15	compressive	compressive	ADJ
ajema-8721	503	16	strength	strength	NOUN
ajema-8721	503	17	of	of	ADP
ajema-8721	503	18	three	three	NUM
ajema-8721	503	19	different	different	ADJ
ajema-8721	503	20	aesthetic	aesthetic	ADJ
ajema-8721	503	21	restorative	restorative	ADJ
ajema-8721	503	22	materials	material	NOUN
ajema-8721	503	23	,	,	PUNCT
ajema-8721	503	24	”	"	PUNCT
ajema-8721	503	25	journal	journal	NOUN
ajema-8721	503	26	of	of	ADP
ajema-8721	503	27	pharmacy	pharmacy	NOUN
ajema-8721	503	28	and	and	CCONJ
ajema-8721	503	29	bioallied	bioallie	VERB
ajema-8721	503	30	sciences	sciences	PROPN
ajema-8721	503	31	,	,	PUNCT
ajema-8721	503	32	feb	feb	PROPN
ajema-8721	503	33	.	.	PROPN
ajema-8721	503	34	2025	2025	NUM
ajema-8721	503	35	.	.	PUNCT
ajema-8721	504	1	[	[	X
ajema-8721	504	2	66	66	NUM
ajema-8721	504	3	]	]	X
ajema-8721	504	4	n.	n.	NOUN
ajema-8721	504	5	maiti	maiti	PROPN
ajema-8721	504	6	et	et	PROPN
ajema-8721	504	7	al	al	PROPN
ajema-8721	504	8	.	.	PROPN
ajema-8721	504	9	,	,	PUNCT
ajema-8721	504	10	“	"	PUNCT
ajema-8721	504	11	assessment	assessment	NOUN
ajema-8721	504	12	of	of	ADP
ajema-8721	504	13	the	the	DET
ajema-8721	504	14	efficacy	efficacy	NOUN
ajema-8721	504	15	of	of	ADP
ajema-8721	504	16	photobiomodulation	photobiomodulation	NOUN
ajema-8721	504	17	(	(	PUNCT
ajema-8721	504	18	pbm	pbm	NOUN
ajema-8721	504	19	)	)	PUNCT
ajema-8721	504	20	therapy	therapy	NOUN
ajema-8721	504	21	in	in	ADP
ajema-8721	504	22	periodontal	periodontal	ADJ
ajema-8721	504	23	treatment	treatment	NOUN
ajema-8721	504	24	:	:	PUNCT
ajema-8721	504	25	a	a	DET
ajema-8721	504	26	longitudinal	longitudinal	ADJ
ajema-8721	504	27	study	study	NOUN
ajema-8721	504	28	,	,	PUNCT
ajema-8721	504	29	”	"	PUNCT
ajema-8721	504	30	journal	journal	NOUN
ajema-8721	504	31	of	of	ADP
ajema-8721	504	32	pharmacy	pharmacy	NOUN
ajema-8721	504	33	and	and	CCONJ
ajema-8721	504	34	bioallied	bioallie	VERB
ajema-8721	504	35	sciences	science	NOUN
ajema-8721	504	36	,	,	PUNCT
ajema-8721	504	37	vol	vol	NOUN
ajema-8721	504	38	.	.	PROPN
ajema-8721	504	39	16	16	NUM
ajema-8721	504	40	,	,	PUNCT
ajema-8721	504	41	no	no	INTJ
ajema-8721	504	42	.	.	PUNCT
ajema-8721	505	1	suppl	suppl	PROPN
ajema-8721	505	2	3	3	NUM
ajema-8721	505	3	,	,	PUNCT
ajema-8721	505	4	pp	pp	PROPN
ajema-8721	505	5	.	.	PUNCT
ajema-8721	506	1	s2449	s2449	PROPN
ajema-8721	506	2	–	–	PUNCT
ajema-8721	506	3	s2451	s2451	NUM
ajema-8721	506	4	,	,	PUNCT
ajema-8721	506	5	jul	jul	PROPN
ajema-8721	506	6	.	.	PROPN
ajema-8721	506	7	2024	2024	NUM
ajema-8721	506	8	.	.	PUNCT
ajema-8721	507	1	[	[	X
ajema-8721	507	2	67	67	NUM
ajema-8721	507	3	]	]	X
ajema-8721	507	4	d.	d.	NOUN
ajema-8721	507	5	sumathi	sumathi	PROPN
ajema-8721	507	6	and	and	CCONJ
ajema-8721	507	7	p.	p.	PROPN
ajema-8721	507	8	poongodi	poongodi	NOUN
ajema-8721	507	9	,	,	PUNCT
ajema-8721	507	10	"	"	PUNCT
ajema-8721	507	11	scheduling	scheduling	NOUN
ajema-8721	507	12	based	base	VERB
ajema-8721	507	13	on	on	ADP
ajema-8721	507	14	hybrid	hybrid	ADJ
ajema-8721	507	15	particle	particle	NOUN
ajema-8721	507	16	swarm	swarm	NOUN
ajema-8721	507	17	optimization	optimization	NOUN
ajema-8721	507	18	with	with	ADP
ajema-8721	507	19	cuckoo	cuckoo	NOUN
ajema-8721	507	20	search	search	NOUN
ajema-8721	507	21	algorithm	algorithm	NOUN
ajema-8721	507	22	in	in	ADP
ajema-8721	507	23	cloud	cloud	PROPN
ajema-8721	507	24	environment	environment	NOUN
ajema-8721	507	25	,	,	PUNCT
ajema-8721	507	26	"	"	PUNCT
ajema-8721	507	27	iioab	iioab	PROPN
ajema-8721	507	28	journal	journal	PROPN
ajema-8721	507	29	,	,	PUNCT
ajema-8721	507	30	vol	vol	NOUN
ajema-8721	507	31	.	.	PROPN
ajema-8721	507	32	7	7	NUM
ajema-8721	507	33	,	,	PUNCT
ajema-8721	507	34	no	no	INTJ
ajema-8721	507	35	.	.	NOUN
ajema-8721	507	36	9	9	NUM
ajema-8721	507	37	,	,	PUNCT
ajema-8721	507	38	pp	pp	ADJ
ajema-8721	507	39	.	.	PUNCT
ajema-8721	508	1	358	358	NUM
ajema-8721	508	2	-	-	SYM
ajema-8721	508	3	366	366	NUM
ajema-8721	508	4	,	,	PUNCT
ajema-8721	508	5	2016	2016	NUM
ajema-8721	508	6	.	.	PUNCT
ajema-8721	509	1	[	[	X
ajema-8721	509	2	68	68	NUM
ajema-8721	509	3	]	]	X
ajema-8721	509	4	d.	d.	NOUN
ajema-8721	509	5	sumathi	sumathi	PROPN
ajema-8721	509	6	and	and	CCONJ
ajema-8721	509	7	p.	p.	PROPN
ajema-8721	509	8	poongodi	poongodi	NOUN
ajema-8721	509	9	,	,	PUNCT
ajema-8721	509	10	"	"	PUNCT
ajema-8721	509	11	secure	secure	ADJ
ajema-8721	509	12	medical	medical	ADJ
ajema-8721	509	13	information	information	NOUN
ajema-8721	509	14	processing	processing	NOUN
ajema-8721	509	15	in	in	ADP
ajema-8721	509	16	cloud	cloud	NOUN
ajema-8721	509	17	:	:	PUNCT
ajema-8721	509	18	trust	trust	NOUN
ajema-8721	509	19	with	with	ADP
ajema-8721	509	20	swarm	swarm	NOUN
ajema-8721	509	21	based	base	VERB
ajema-8721	509	22	scheduling	scheduling	NOUN
ajema-8721	509	23	,	,	PUNCT
ajema-8721	509	24	"	"	PUNCT
ajema-8721	509	25	journal	journal	NOUN
ajema-8721	509	26	of	of	ADP
ajema-8721	509	27	medical	medical	ADJ
ajema-8721	509	28	imaging	imaging	NOUN
ajema-8721	509	29	and	and	CCONJ
ajema-8721	509	30	health	health	NOUN
ajema-8721	509	31	informatics	informatic	NOUN
ajema-8721	509	32	,	,	PUNCT
ajema-8721	509	33	vol	vol	NOUN
ajema-8721	509	34	.	.	PROPN
ajema-8721	510	1	6	6	NUM
ajema-8721	510	2	,	,	PUNCT
ajema-8721	510	3	no	no	INTJ
ajema-8721	510	4	.	.	NOUN
ajema-8721	510	5	7	7	NUM
ajema-8721	510	6	,	,	PUNCT
ajema-8721	510	7	pp	pp	ADJ
ajema-8721	510	8	.	.	PUNCT
ajema-8721	511	1	1636	1636	NUM
ajema-8721	511	2	-	-	SYM
ajema-8721	511	3	1640	1640	NUM
ajema-8721	511	4	,	,	PUNCT
ajema-8721	511	5	2016	2016	NUM
ajema-8721	511	6	.	.	PUNCT
ajema-8721	512	1	[	[	X
ajema-8721	512	2	69	69	NUM
ajema-8721	512	3	]	]	X
ajema-8721	512	4	d.	d.	PROPN
ajema-8721	512	5	sumathi	sumathi	PROPN
ajema-8721	512	6	and	and	CCONJ
ajema-8721	512	7	p.	p.	PROPN
ajema-8721	512	8	poongodi	poongodi	NOUN
ajema-8721	512	9	,	,	PUNCT
ajema-8721	512	10	"	"	PUNCT
ajema-8721	512	11	an	an	DET
ajema-8721	512	12	improved	improved	ADJ
ajema-8721	512	13	scheduling	scheduling	NOUN
ajema-8721	512	14	strategy	strategy	NOUN
ajema-8721	512	15	in	in	ADP
ajema-8721	512	16	cloud	cloud	NOUN
ajema-8721	512	17	using	use	VERB
ajema-8721	512	18	trust	trust	NOUN
ajema-8721	512	19	based	base	VERB
ajema-8721	512	20	mechanism	mechanism	NOUN
ajema-8721	512	21	,	,	PUNCT
ajema-8721	512	22	"	"	PUNCT
ajema-8721	512	23	int	int	NOUN
ajema-8721	512	24	.	.	PUNCT
ajema-8721	513	1	j.	j.	PROPN
ajema-8721	513	2	comput	comput	PROPN
ajema-8721	513	3	.	.	PUNCT
ajema-8721	514	1	electr	electr	PROPN
ajema-8721	514	2	.	.	PUNCT
ajema-8721	515	1	autom	autom	PROPN
ajema-8721	515	2	.	.	PUNCT
ajema-8721	516	1	control	control	PROPN
ajema-8721	516	2	inf	inf	PROPN
ajema-8721	516	3	.	.	PUNCT
ajema-8721	517	1	eng	eng	PROPN
ajema-8721	517	2	,	,	PUNCT
ajema-8721	517	3	vol	vol	NOUN
ajema-8721	517	4	.	.	PROPN
ajema-8721	517	5	9	9	NUM
ajema-8721	517	6	,	,	PUNCT
ajema-8721	517	7	no	no	INTJ
ajema-8721	517	8	.	.	NOUN
ajema-8721	517	9	2	2	NUM
ajema-8721	517	10	,	,	PUNCT
ajema-8721	517	11	pp	pp	ADJ
ajema-8721	517	12	.	.	PUNCT
ajema-8721	518	1	637	637	NUM
ajema-8721	518	2	-	-	SYM
ajema-8721	518	3	641	641	NUM
ajema-8721	518	4	,	,	PUNCT
ajema-8721	518	5	2015	2015	NUM
ajema-8721	518	6	.	.	PUNCT
ajema-8721	519	1	[	[	X
ajema-8721	519	2	70	70	X
ajema-8721	519	3	]	]	X
ajema-8721	519	4	d.	d.	PROPN
ajema-8721	519	5	sumathi	sumathi	PROPN
ajema-8721	519	6	,	,	PUNCT
ajema-8721	519	7	b.	b.	PROPN
ajema-8721	519	8	melinamath	melinamath	NOUN
ajema-8721	519	9	,	,	PUNCT
ajema-8721	519	10	and	and	CCONJ
ajema-8721	519	11	r.	r.	PROPN
ajema-8721	519	12	goyal	goyal	PROPN
ajema-8721	519	13	,	,	PUNCT
ajema-8721	519	14	"	"	PUNCT
ajema-8721	519	15	iov	iov	PROPN
ajema-8721	519	16	traffic	traffic	NOUN
ajema-8721	519	17	prediction	prediction	NOUN
ajema-8721	519	18	utilizing	utilize	VERB
ajema-8721	519	19	bidirectional	bidirectional	ADJ
ajema-8721	519	20	memory	memory	NOUN
ajema-8721	519	21	and	and	CCONJ
ajema-8721	519	22	spatiotemporal	spatiotemporal	ADJ
ajema-8721	519	23	constraints	constraint	NOUN
ajema-8721	519	24	with	with	ADP
ajema-8721	519	25	local	local	ADJ
ajema-8721	519	26	search	search	NOUN
ajema-8721	519	27	and	and	CCONJ
ajema-8721	519	28	nonlinear	nonlinear	ADJ
ajema-8721	519	29	analysis	analysis	NOUN
ajema-8721	519	30	,	,	PUNCT
ajema-8721	519	31	"	"	PUNCT
ajema-8721	519	32	journal	journal	NOUN
ajema-8721	519	33	of	of	ADP
ajema-8721	519	34	computational	computational	ADJ
ajema-8721	519	35	analysis	analysis	NOUN
ajema-8721	519	36	&	&	CCONJ
ajema-8721	519	37	applications	application	NOUN
ajema-8721	519	38	,	,	PUNCT
ajema-8721	519	39	vol	vol	NOUN
ajema-8721	519	40	.	.	PROPN
ajema-8721	520	1	33	33	NUM
ajema-8721	520	2	,	,	PUNCT
ajema-8721	520	3	no	no	INTJ
ajema-8721	520	4	.	.	NOUN
ajema-8721	520	5	2	2	NUM
ajema-8721	520	6	,	,	PUNCT
ajema-8721	520	7	2024	2024	NUM
ajema-8721	520	8	.	.	PUNCT
ajema-8721	521	1	[	[	X
ajema-8721	521	2	71	71	NUM
ajema-8721	521	3	]	]	X
ajema-8721	521	4	d.	d.	PROPN
ajema-8721	521	5	sumathi	sumathi	PROPN
ajema-8721	521	6	,	,	PUNCT
ajema-8721	521	7	a.	a.	PROPN
ajema-8721	521	8	singh	singh	PROPN
ajema-8721	521	9	,	,	PUNCT
ajema-8721	521	10	a.	a.	NOUN
ajema-8721	521	11	sinha	sinha	PROPN
ajema-8721	521	12	,	,	PUNCT
ajema-8721	521	13	d.	d.	PROPN
ajema-8721	521	14	aditya	aditya	PROPN
ajema-8721	521	15	,	,	PUNCT
ajema-8721	521	16	and	and	CCONJ
ajema-8721	521	17	m.	m.	PROPN
ajema-8721	521	18	r.	r.	PROPN
ajema-8721	521	19	kf	kf	PROPN
ajema-8721	521	20	,	,	PUNCT
ajema-8721	521	21	"	"	PUNCT
ajema-8721	521	22	the	the	DET
ajema-8721	521	23	deepfake	deepfake	NOUN
ajema-8721	521	24	dilemma	dilemma	NOUN
ajema-8721	521	25	:	:	PUNCT
ajema-8721	521	26	enhancing	enhance	VERB
ajema-8721	521	27	deepfake	deepfake	NOUN
ajema-8721	521	28	detection	detection	NOUN
ajema-8721	521	29	with	with	ADP
ajema-8721	521	30	vision	vision	NOUN
ajema-8721	521	31	transformers	transformer	NOUN
ajema-8721	521	32	,	,	PUNCT
ajema-8721	521	33	"	"	PUNCT
ajema-8721	521	34	in	in	ADP
ajema-8721	521	35	2025	2025	NUM
ajema-8721	521	36	international	international	ADJ
ajema-8721	521	37	conference	conference	NOUN
ajema-8721	521	38	on	on	ADP
ajema-8721	521	39	intelligent	intelligent	ADJ
ajema-8721	521	40	and	and	CCONJ
ajema-8721	521	41	innovative	innovative	ADJ
ajema-8721	521	42	technologies	technology	NOUN
ajema-8721	521	43	in	in	ADP
ajema-8721	521	44	computing	computing	NOUN
ajema-8721	521	45	,	,	PUNCT
ajema-8721	521	46	electrical	electrical	ADJ
ajema-8721	521	47	and	and	CCONJ
ajema-8721	521	48	electronics	electronic	NOUN
ajema-8721	521	49	,	,	PUNCT
ajema-8721	521	50	jan	jan	PROPN
ajema-8721	521	51	.	.	PROPN
ajema-8721	521	52	2025	2025	NUM
ajema-8721	521	53	,	,	PUNCT
ajema-8721	521	54	pp	pp	ADJ
ajema-8721	521	55	.	.	PUNCT
ajema-8721	522	1	1	1	NUM
ajema-8721	522	2	-	-	SYM
ajema-8721	522	3	7	7	NUM
ajema-8721	522	4	.	.	PUNCT
ajema-8721	523	1	[	[	X
ajema-8721	523	2	72	72	NUM
ajema-8721	523	3	]	]	X
ajema-8721	523	4	v.	v.	PROPN
ajema-8721	523	5	b.	b.	PROPN
ajema-8721	523	6	gowda	gowda	PROPN
ajema-8721	523	7	,	,	PUNCT
ajema-8721	523	8	m.	m.	NOUN
ajema-8721	523	9	t.	t.	PROPN
ajema-8721	523	10	gopalakrishna	gopalakrishna	PROPN
ajema-8721	523	11	,	,	PUNCT
ajema-8721	523	12	j.	j.	PROPN
ajema-8721	523	13	megha	megha	PROPN
ajema-8721	523	14	,	,	PUNCT
ajema-8721	523	15	and	and	CCONJ
ajema-8721	523	16	s.	s.	PROPN
ajema-8721	523	17	mohankumar	mohankumar	PROPN
ajema-8721	523	18	,	,	PUNCT
ajema-8721	523	19	“	"	PUNCT
ajema-8721	523	20	foreground	foreground	NOUN
ajema-8721	523	21	segmentation	segmentation	NOUN
ajema-8721	523	22	network	network	NOUN
ajema-8721	523	23	using	use	VERB
ajema-8721	523	24	transposed	transpose	VERB
ajema-8721	523	25	convolutional	convolutional	ADJ
ajema-8721	523	26	neural	neural	ADJ
ajema-8721	523	27	networks	network	NOUN
ajema-8721	523	28	and	and	CCONJ
ajema-8721	523	29	up	up	ADV
ajema-8721	523	30	sampling	sample	VERB
ajema-8721	523	31	for	for	ADP
ajema-8721	523	32	multiscale	multiscale	ADJ
ajema-8721	523	33	feature	feature	NOUN
ajema-8721	523	34	encoding	encoding	NOUN
ajema-8721	523	35	,	,	PUNCT
ajema-8721	523	36	”	"	PUNCT
ajema-8721	523	37	neural	neural	ADJ
ajema-8721	523	38	netw	netw	NOUN
ajema-8721	523	39	.	.	PUNCT
ajema-8721	523	40	,	,	PUNCT
ajema-8721	523	41	vol	vol	NOUN
ajema-8721	523	42	.	.	PROPN
ajema-8721	523	43	170	170	NUM
ajema-8721	523	44	,	,	PUNCT
ajema-8721	523	45	pp	pp	ADJ
ajema-8721	523	46	.	.	PUNCT
ajema-8721	524	1	167–175	167–175	NUM
ajema-8721	524	2	,	,	PUNCT
ajema-8721	524	3	2024	2024	NUM
ajema-8721	524	4	.	.	PUNCT
ajema-8721	525	1	[	[	X
ajema-8721	525	2	73	73	X
ajema-8721	525	3	]	]	PUNCT
ajema-8721	525	4	v.	v.	PROPN
ajema-8721	525	5	b.	b.	PROPN
ajema-8721	525	6	gowda	gowda	PROPN
ajema-8721	525	7	,	,	PUNCT
ajema-8721	525	8	g.	g.	PROPN
ajema-8721	525	9	m.	m.	PROPN
ajema-8721	525	10	thimmaiah	thimmaiah	PROPN
ajema-8721	525	11	,	,	PUNCT
ajema-8721	525	12	m.	m.	NOUN
ajema-8721	525	13	jaishankar	jaishankar	PROPN
ajema-8721	525	14	,	,	PUNCT
ajema-8721	525	15	and	and	CCONJ
ajema-8721	525	16	c.	c.	PROPN
ajema-8721	525	17	y.	y.	PROPN
ajema-8721	525	18	lokkondra	lokkondra	PROPN
ajema-8721	525	19	,	,	PUNCT
ajema-8721	525	20	“	"	PUNCT
ajema-8721	525	21	backgroundforeground	backgroundforeground	ADJ
ajema-8721	525	22	segmentation	segmentation	NOUN
ajema-8721	525	23	using	use	VERB
ajema-8721	525	24	multi	multi	ADJ
ajema-8721	525	25	-	-	ADJ
ajema-8721	525	26	scale	scale	ADJ
ajema-8721	525	27	attention	attention	NOUN
ajema-8721	525	28	net	net	NOUN
ajema-8721	525	29	(	(	PUNCT
ajema-8721	525	30	ma	ma	PROPN
ajema-8721	525	31	-	-	NOUN
ajema-8721	525	32	net	net	NOUN
ajema-8721	525	33	):	):	PUNCT
ajema-8721	525	34	a	a	DET
ajema-8721	525	35	deep	deep	ADJ
ajema-8721	525	36	learning	learning	NOUN
ajema-8721	525	37	approach	approach	NOUN
ajema-8721	525	38	,	,	PUNCT
ajema-8721	525	39	”	"	PUNCT
ajema-8721	525	40	rev	rev	PROPN
ajema-8721	525	41	.	.	PROPN
ajema-8721	525	42	intell	intell	PROPN
ajema-8721	525	43	.	.	PUNCT
ajema-8721	526	1	artif	artif	INTJ
ajema-8721	526	2	.	.	PUNCT
ajema-8721	527	1	,	,	PUNCT
ajema-8721	527	2	vol	vol	NOUN
ajema-8721	527	3	.	.	PROPN
ajema-8721	528	1	37	37	NUM
ajema-8721	528	2	,	,	PUNCT
ajema-8721	528	3	no	no	INTJ
ajema-8721	528	4	.	.	NOUN
ajema-8721	528	5	3	3	NUM
ajema-8721	528	6	,	,	PUNCT
ajema-8721	528	7	pp	pp	ADJ
ajema-8721	528	8	.	.	PUNCT
ajema-8721	529	1	557–565	557–565	NUM
ajema-8721	529	2	,	,	PUNCT
ajema-8721	529	3	2023	2023	NUM
ajema-8721	529	4	.	.	PUNCT
ajema-8721	530	1	[	[	X
ajema-8721	530	2	74	74	X
ajema-8721	530	3	]	]	PUNCT
ajema-8721	530	4	v.	v.	PROPN
ajema-8721	530	5	b.	b.	PROPN
ajema-8721	530	6	gowda	gowda	PROPN
ajema-8721	530	7	,	,	PUNCT
ajema-8721	530	8	m.	m.	NOUN
ajema-8721	530	9	g.	g.	PROPN
ajema-8721	530	10	krishna	krishna	PROPN
ajema-8721	530	11	,	,	PUNCT
ajema-8721	530	12	and	and	CCONJ
ajema-8721	530	13	j.	j.	PROPN
ajema-8721	530	14	megha	megha	PROPN
ajema-8721	530	15	,	,	PUNCT
ajema-8721	530	16	“	"	PUNCT
ajema-8721	530	17	dynamic	dynamic	ADJ
ajema-8721	530	18	background	background	NOUN
ajema-8721	530	19	modeling	modeling	NOUN
ajema-8721	530	20	and	and	CCONJ
ajema-8721	530	21	foreground	foreground	NOUN
ajema-8721	530	22	detection	detection	NOUN
ajema-8721	530	23	using	use	VERB
ajema-8721	530	24	orthogonal	orthogonal	ADJ
ajema-8721	530	25	projection	projection	NOUN
ajema-8721	530	26	onto	onto	ADP
ajema-8721	530	27	the	the	DET
ajema-8721	530	28	subspace	subspace	NOUN
ajema-8721	530	29	of	of	ADP
ajema-8721	530	30	moving	move	VERB
ajema-8721	530	31	objects	object	NOUN
ajema-8721	530	32	,	,	PUNCT
ajema-8721	530	33	”	"	PUNCT
ajema-8721	530	34	in	in	ADP
ajema-8721	530	35	proc	proc	PROPN
ajema-8721	530	36	.	.	PUNCT
ajema-8721	530	37	ic3	ic3	PROPN
ajema-8721	530	38	,	,	PUNCT
ajema-8721	530	39	2023	2023	NUM
ajema-8721	530	40	,	,	PUNCT
ajema-8721	530	41	pp	pp	ADJ
ajema-8721	530	42	.	.	PUNCT
ajema-8721	531	1	171–176	171–176	NUM
ajema-8721	531	2	.	.	PUNCT
ajema-8721	532	1	[	[	X
ajema-8721	532	2	75	75	NUM
ajema-8721	532	3	]	]	X
ajema-8721	532	4	v.	v.	PROPN
ajema-8721	532	5	b.	b.	PROPN
ajema-8721	532	6	gowda	gowda	PROPN
ajema-8721	532	7	,	,	PUNCT
ajema-8721	532	8	m.	m.	NOUN
ajema-8721	532	9	t.	t.	PROPN
ajema-8721	532	10	gopalakrishna	gopalakrishna	PROPN
ajema-8721	532	11	,	,	PUNCT
ajema-8721	532	12	j.	j.	PROPN
ajema-8721	532	13	megha	megha	PROPN
ajema-8721	532	14	,	,	PUNCT
ajema-8721	532	15	and	and	CCONJ
ajema-8721	532	16	s.	s.	PROPN
ajema-8721	532	17	mohankumar	mohankumar	PROPN
ajema-8721	532	18	,	,	PUNCT
ajema-8721	532	19	“	"	PUNCT
ajema-8721	532	20	background	background	NOUN
ajema-8721	532	21	initialization	initialization	NOUN
ajema-8721	532	22	in	in	ADP
ajema-8721	532	23	video	video	NOUN
ajema-8721	532	24	data	datum	NOUN
ajema-8721	532	25	using	use	VERB
ajema-8721	532	26	singular	singular	ADJ
ajema-8721	532	27	value	value	NOUN
ajema-8721	532	28	decomposition	decomposition	NOUN
ajema-8721	532	29	and	and	CCONJ
ajema-8721	532	30	robust	robust	ADJ
ajema-8721	532	31	principal	principal	ADJ
ajema-8721	532	32	component	component	NOUN
ajema-8721	532	33	analysis	analysis	NOUN
ajema-8721	532	34	,	,	PUNCT
ajema-8721	532	35	”	"	PUNCT
ajema-8721	532	36	int	int	NOUN
ajema-8721	532	37	.	.	PUNCT
ajema-8721	533	1	j.	j.	PROPN
ajema-8721	533	2	comput	comput	PROPN
ajema-8721	533	3	.	.	PUNCT
ajema-8721	534	1	appl	appl	PROPN
ajema-8721	534	2	.	.	PROPN
ajema-8721	534	3	,	,	PUNCT
ajema-8721	534	4	vol	vol	NOUN
ajema-8721	534	5	.	.	PROPN
ajema-8721	535	1	45	45	NUM
ajema-8721	535	2	,	,	PUNCT
ajema-8721	535	3	no	no	INTJ
ajema-8721	535	4	.	.	NOUN
ajema-8721	535	5	9	9	NUM
ajema-8721	535	6	,	,	PUNCT
ajema-8721	535	7	pp	pp	ADJ
ajema-8721	535	8	.	.	PUNCT
ajema-8721	536	1	600–609	600–609	NOUN
ajema-8721	536	2	,	,	PUNCT
ajema-8721	536	3	2023	2023	NUM
ajema-8721	536	4	.	.	PUNCT
ajema-8721	537	1	[	[	X
ajema-8721	537	2	76	76	NUM
ajema-8721	537	3	]	]	PUNCT
ajema-8721	537	4	a.	a.	PROPN
ajema-8721	537	5	k.	k.	PROPN
ajema-8721	537	6	joshi	joshi	PROPN
ajema-8721	537	7	and	and	CCONJ
ajema-8721	537	8	s.	s.	PROPN
ajema-8721	537	9	b.	b.	PROPN
ajema-8721	537	10	kulkarni	kulkarni	PROPN
ajema-8721	537	11	,	,	PUNCT
ajema-8721	537	12	“	"	PUNCT
ajema-8721	537	13	flow	flow	VERB
ajema-8721	537	14	analysis	analysis	NOUN
ajema-8721	537	15	of	of	ADP
ajema-8721	537	16	vehicles	vehicle	NOUN
ajema-8721	537	17	on	on	ADP
ajema-8721	537	18	a	a	DET
ajema-8721	537	19	lane	lane	NOUN
ajema-8721	537	20	using	use	VERB
ajema-8721	537	21	deep	deep	ADJ
ajema-8721	537	22	learning	learning	NOUN
ajema-8721	537	23	techniques	technique	NOUN
ajema-8721	537	24	,	,	PUNCT
ajema-8721	537	25	”	"	PUNCT
ajema-8721	537	26	j.	j.	PROPN
ajema-8721	537	27	adv	adv	PROPN
ajema-8721	537	28	.	.	PROPN
ajema-8721	537	29	inf	inf	PROPN
ajema-8721	537	30	.	.	PUNCT
ajema-8721	537	31	technol	technol	PROPN
ajema-8721	537	32	.	.	PROPN
ajema-8721	537	33	,	,	PUNCT
ajema-8721	537	34	vol	vol	NOUN
ajema-8721	537	35	.	.	PROPN
ajema-8721	538	1	14	14	NUM
ajema-8721	538	2	,	,	PUNCT
ajema-8721	538	3	no	no	INTJ
ajema-8721	538	4	.	.	NOUN
ajema-8721	538	5	6	6	NUM
ajema-8721	538	6	,	,	PUNCT
ajema-8721	538	7	pp	pp	ADJ
ajema-8721	538	8	.	.	PUNCT
ajema-8721	538	9	1354–1364	1354–1364	NUM
ajema-8721	538	10	,	,	PUNCT
ajema-8721	538	11	2023	2023	NUM
ajema-8721	538	12	.	.	PUNCT
ajema-8721	539	1	[	[	X
ajema-8721	539	2	77	77	NUM
ajema-8721	539	3	]	]	PUNCT
ajema-8721	539	4	a.	a.	PROPN
ajema-8721	539	5	k.	k.	PROPN
ajema-8721	539	6	joshi	joshi	PROPN
ajema-8721	539	7	,	,	PUNCT
ajema-8721	539	8	v.	v.	ADP
ajema-8721	539	9	shirol	shirol	PROPN
ajema-8721	539	10	,	,	PUNCT
ajema-8721	539	11	s.	s.	PROPN
ajema-8721	539	12	jogar	jogar	PROPN
ajema-8721	539	13	,	,	PUNCT
ajema-8721	539	14	p.	p.	PROPN
ajema-8721	539	15	naik	naik	PROPN
ajema-8721	539	16	,	,	PUNCT
ajema-8721	539	17	and	and	CCONJ
ajema-8721	539	18	a.	a.	NOUN
ajema-8721	539	19	yaligar	yaligar	NOUN
ajema-8721	539	20	,	,	PUNCT
ajema-8721	539	21	“	"	PUNCT
ajema-8721	539	22	credit	credit	NOUN
ajema-8721	539	23	card	card	NOUN
ajema-8721	539	24	fraud	fraud	NOUN
ajema-8721	539	25	detection	detection	NOUN
ajema-8721	539	26	using	use	VERB
ajema-8721	539	27	machine	machine	NOUN
ajema-8721	539	28	learning	learning	NOUN
ajema-8721	539	29	techniques	technique	NOUN
ajema-8721	539	30	,	,	PUNCT
ajema-8721	539	31	”	"	PUNCT
ajema-8721	539	32	int	int	NOUN
ajema-8721	539	33	.	.	PUNCT
ajema-8721	540	1	j.	j.	PROPN
ajema-8721	540	2	sci	sci	PROPN
ajema-8721	540	3	.	.	PUNCT
ajema-8721	541	1	res	res	PROPN
ajema-8721	541	2	.	.	PUNCT
ajema-8721	542	1	comput	comput	PROPN
ajema-8721	542	2	.	.	PUNCT
ajema-8721	543	1	sci	sci	PROPN
ajema-8721	543	2	.	.	PUNCT
ajema-8721	543	3	eng	eng	PROPN
ajema-8721	543	4	.	.	PROPN
ajema-8721	543	5	inf	inf	PROPN
ajema-8721	543	6	.	.	PUNCT
ajema-8721	544	1	technol	technol	PROPN
ajema-8721	544	2	.	.	PROPN
ajema-8721	544	3	,	,	PUNCT
ajema-8721	544	4	vol	vol	NOUN
ajema-8721	544	5	.	.	PROPN
ajema-8721	545	1	6	6	NUM
ajema-8721	545	2	,	,	PUNCT
ajema-8721	545	3	no	no	INTJ
ajema-8721	545	4	.	.	PUNCT
ajema-8721	545	5	http://www/	http://www/	PROPN
ajema-8721	546	1	154	154	NUM
ajema-8721	546	2	journal	journal	NOUN
ajema-8721	546	3	of	of	ADP
ajema-8721	546	4	engineering	engineering	NOUN
ajema-8721	546	5	,	,	PUNCT
ajema-8721	546	6	mechanics	mechanic	NOUN
ajema-8721	546	7	and	and	CCONJ
ajema-8721	546	8	architecture	architecture	NOUN
ajema-8721	546	9	www	www	NOUN
ajema-8721	546	10	.	.	PROPN
ajema-8721	547	1	grnjournal.us	grnjournal.us	X
ajema-8721	547	2	3	3	NUM
ajema-8721	547	3	,	,	PUNCT
ajema-8721	547	4	pp	pp	ADJ
ajema-8721	547	5	.	.	PUNCT
ajema-8721	548	1	436–442	436–442	NUM
ajema-8721	548	2	,	,	PUNCT
ajema-8721	548	3	2020	2020	NUM
ajema-8721	548	4	.	.	PUNCT
ajema-8721	549	1	[	[	X
ajema-8721	549	2	78	78	NUM
ajema-8721	549	3	]	]	PUNCT
ajema-8721	549	4	a.	a.	PROPN
ajema-8721	549	5	k.	k.	PROPN
ajema-8721	549	6	joshi	joshi	PROPN
ajema-8721	549	7	and	and	CCONJ
ajema-8721	549	8	s.	s.	PROPN
ajema-8721	549	9	b.	b.	PROPN
ajema-8721	549	10	kulkarni	kulkarni	PROPN
ajema-8721	549	11	,	,	PUNCT
ajema-8721	549	12	“	"	PUNCT
ajema-8721	549	13	multi	multi	ADJ
ajema-8721	549	14	-	-	ADJ
ajema-8721	549	15	modal	modal	ADJ
ajema-8721	549	16	information	information	NOUN
ajema-8721	549	17	fusion	fusion	NOUN
ajema-8721	549	18	for	for	ADP
ajema-8721	549	19	localization	localization	NOUN
ajema-8721	549	20	of	of	ADP
ajema-8721	549	21	emergency	emergency	NOUN
ajema-8721	549	22	vehicles	vehicle	NOUN
ajema-8721	549	23	,	,	PUNCT
ajema-8721	549	24	”	"	PUNCT
ajema-8721	549	25	int	int	NOUN
ajema-8721	549	26	.	.	PUNCT
ajema-8721	550	1	j.	j.	PROPN
ajema-8721	550	2	image	image	PROPN
ajema-8721	550	3	graph	graph	NOUN
ajema-8721	550	4	.	.	PUNCT
ajema-8721	550	5	,	,	PUNCT
ajema-8721	550	6	vol	vol	NOUN
ajema-8721	550	7	.	.	PROPN
ajema-8721	551	1	24	24	NUM
ajema-8721	551	2	,	,	PUNCT
ajema-8721	551	3	no	no	INTJ
ajema-8721	551	4	.	.	NOUN
ajema-8721	551	5	1	1	NUM
ajema-8721	551	6	,	,	PUNCT
ajema-8721	551	7	art	art	NOUN
ajema-8721	551	8	.	.	PUNCT
ajema-8721	552	1	no	no	INTJ
ajema-8721	552	2	.	.	NOUN
ajema-8721	552	3	2550050	2550050	NUM
ajema-8721	552	4	,	,	PUNCT
ajema-8721	552	5	2024	2024	NUM
ajema-8721	552	6	.	.	PUNCT
ajema-8721	553	1	[	[	X
ajema-8721	553	2	79	79	NUM
ajema-8721	553	3	]	]	PUNCT
ajema-8721	553	4	a.	a.	PROPN
ajema-8721	553	5	k.	k.	PROPN
ajema-8721	553	6	joshi	joshi	PROPN
ajema-8721	553	7	and	and	CCONJ
ajema-8721	553	8	s.	s.	PROPN
ajema-8721	553	9	b.	b.	PROPN
ajema-8721	553	10	kulkarni	kulkarni	PROPN
ajema-8721	553	11	,	,	PUNCT
ajema-8721	553	12	“	"	PUNCT
ajema-8721	553	13	multimodal	multimodal	ADJ
ajema-8721	553	14	deep	deep	ADJ
ajema-8721	553	15	learning	learn	VERB
ajema-8721	553	16	information	information	NOUN
ajema-8721	553	17	fusion	fusion	NOUN
ajema-8721	553	18	for	for	ADP
ajema-8721	553	19	finegrained	finegraine	VERB
ajema-8721	553	20	traffic	traffic	NOUN
ajema-8721	553	21	state	state	NOUN
ajema-8721	553	22	estimation	estimation	NOUN
ajema-8721	553	23	and	and	CCONJ
ajema-8721	553	24	intelligent	intelligent	ADJ
ajema-8721	553	25	traffic	traffic	NOUN
ajema-8721	553	26	control	control	NOUN
ajema-8721	553	27	,	,	PUNCT
ajema-8721	553	28	”	"	PUNCT
ajema-8721	553	29	int	int	NOUN
ajema-8721	553	30	.	.	PUNCT
ajema-8721	554	1	j.	j.	PROPN
ajema-8721	554	2	intell	intell	PROPN
ajema-8721	554	3	.	.	PUNCT
ajema-8721	555	1	syst	syst	PROPN
ajema-8721	555	2	.	.	PUNCT
ajema-8721	556	1	appl	appl	PROPN
ajema-8721	556	2	.	.	PUNCT
ajema-8721	557	1	eng	eng	PROPN
ajema-8721	557	2	.	.	PROPN
ajema-8721	557	3	,	,	PUNCT
ajema-8721	557	4	vol	vol	NOUN
ajema-8721	557	5	.	.	PROPN
ajema-8721	557	6	11	11	NUM
ajema-8721	557	7	,	,	PUNCT
ajema-8721	557	8	no	no	INTJ
ajema-8721	557	9	.	.	NOUN
ajema-8721	557	10	3	3	NUM
ajema-8721	557	11	,	,	PUNCT
ajema-8721	557	12	pp	pp	ADJ
ajema-8721	557	13	.	.	PUNCT
ajema-8721	558	1	1020–1029	1020–1029	NUM
ajema-8721	558	2	,	,	PUNCT
ajema-8721	558	3	2023	2023	NUM
ajema-8721	558	4	.	.	PUNCT
ajema-8721	559	1	[	[	X
ajema-8721	559	2	80	80	NUM
ajema-8721	559	3	]	]	PUNCT
ajema-8721	559	4	v.	v.	CCONJ
ajema-8721	559	5	s.	s.	PROPN
ajema-8721	559	6	a.	a.	PROPN
ajema-8721	559	7	anala	anala	PROPN
ajema-8721	559	8	,	,	PUNCT
ajema-8721	559	9	a.	a.	PROPN
ajema-8721	559	10	r.	r.	PROPN
ajema-8721	559	11	pothu	pothu	PROPN
ajema-8721	559	12	,	,	PUNCT
ajema-8721	559	13	and	and	CCONJ
ajema-8721	559	14	s.	s.	PROPN
ajema-8721	559	15	chintapalli	chintapalli	PROPN
ajema-8721	559	16	,	,	PUNCT
ajema-8721	559	17	“	"	PUNCT
ajema-8721	559	18	enhancing	enhance	VERB
ajema-8721	559	19	preventive	preventive	ADJ
ajema-8721	559	20	healthcare	healthcare	NOUN
ajema-8721	559	21	with	with	ADP
ajema-8721	559	22	wearable	wearable	ADJ
ajema-8721	559	23	health	health	NOUN
ajema-8721	559	24	technology	technology	NOUN
ajema-8721	559	25	for	for	ADP
ajema-8721	559	26	early	early	ADJ
ajema-8721	559	27	intervention	intervention	NOUN
ajema-8721	559	28	,	,	PUNCT
ajema-8721	559	29	”	"	PUNCT
ajema-8721	559	30	fmdb	fmdb	NOUN
ajema-8721	559	31	transactions	transaction	NOUN
ajema-8721	559	32	on	on	ADP
ajema-8721	559	33	sustainable	sustainable	ADJ
ajema-8721	559	34	health	health	NOUN
ajema-8721	559	35	science	science	NOUN
ajema-8721	559	36	letters	letter	NOUN
ajema-8721	559	37	.	.	PUNCT
ajema-8721	559	38	,	,	PUNCT
ajema-8721	559	39	vol.2	vol.2	PROPN
ajema-8721	559	40	,	,	PUNCT
ajema-8721	559	41	no.4	no.4	PROPN
ajema-8721	559	42	,	,	PUNCT
ajema-8721	559	43	pp	pp	X
ajema-8721	559	44	.	.	PUNCT
ajema-8721	560	1	211–220	211–220	NUM
ajema-8721	560	2	,	,	PUNCT
ajema-8721	560	3	2024	2024	NUM
ajema-8721	560	4	.	.	PUNCT
ajema-8721	561	1	[	[	X
ajema-8721	561	2	81	81	NUM
ajema-8721	561	3	]	]	PUNCT
ajema-8721	561	4	v.	v.	CCONJ
ajema-8721	561	5	s.	s.	PROPN
ajema-8721	561	6	a.	a.	PROPN
ajema-8721	561	7	anala	anala	PROPN
ajema-8721	561	8	and	and	CCONJ
ajema-8721	561	9	s.	s.	PROPN
ajema-8721	561	10	chintapalli	chintapalli	PROPN
ajema-8721	561	11	,	,	PUNCT
ajema-8721	561	12	“	"	PUNCT
ajema-8721	561	13	scalable	scalable	ADJ
ajema-8721	561	14	data	datum	NOUN
ajema-8721	561	15	partitioning	partitioning	NOUN
ajema-8721	561	16	strategies	strategy	NOUN
ajema-8721	561	17	for	for	ADP
ajema-8721	561	18	efficient	efficient	ADJ
ajema-8721	561	19	query	query	NOUN
ajema-8721	561	20	optimization	optimization	NOUN
ajema-8721	561	21	in	in	ADP
ajema-8721	561	22	cloud	cloud	ADJ
ajema-8721	561	23	data	datum	NOUN
ajema-8721	561	24	warehouses	warehouse	NOUN
ajema-8721	561	25	,	,	PUNCT
ajema-8721	561	26	”	"	PUNCT
ajema-8721	561	27	fmdb	fmdb	NOUN
ajema-8721	561	28	transactions	transaction	NOUN
ajema-8721	561	29	on	on	ADP
ajema-8721	561	30	sustainable	sustainable	ADJ
ajema-8721	561	31	computer	computer	NOUN
ajema-8721	561	32	letters	letter	NOUN
ajema-8721	561	33	.	.	PUNCT
ajema-8721	561	34	,	,	PUNCT
ajema-8721	561	35	vol	vol	NOUN
ajema-8721	561	36	.	.	PROPN
ajema-8721	561	37	2	2	NUM
ajema-8721	561	38	,	,	PUNCT
ajema-8721	561	39	no	no	INTJ
ajema-8721	561	40	.	.	NOUN
ajema-8721	561	41	4	4	NUM
ajema-8721	561	42	,	,	PUNCT
ajema-8721	561	43	pp	pp	ADJ
ajema-8721	561	44	.	.	PUNCT
ajema-8721	562	1	195–206	195–206	NUM
ajema-8721	562	2	,	,	PUNCT
ajema-8721	562	3	2024	2024	NUM
ajema-8721	562	4	.	.	PUNCT
ajema-8721	563	1	[	[	X
ajema-8721	563	2	82	82	NUM
ajema-8721	563	3	]	]	X
ajema-8721	563	4	md	md	PROPN
ajema-8721	563	5	h.	h.	PROPN
ajema-8721	563	6	rahman	rahman	PROPN
ajema-8721	563	7	,	,	PUNCT
ajema-8721	563	8	t.	t.	PROPN
ajema-8721	563	9	islam	islam	PROPN
ajema-8721	563	10	,	,	PUNCT
ajema-8721	563	11	md	md	PROPN
ajema-8721	563	12	e.	e.	PROPN
ajema-8721	563	13	hossen	hossen	PROPN
ajema-8721	563	14	,	,	PUNCT
ajema-8721	563	15	md	md	PROPN
ajema-8721	563	16	e.	e.	PROPN
ajema-8721	563	17	chowdhury	chowdhury	PROPN
ajema-8721	563	18	,	,	PUNCT
ajema-8721	563	19	r.	r.	PROPN
ajema-8721	563	20	hayat	hayat	PROPN
ajema-8721	563	21	,	,	PUNCT
ajema-8721	563	22	md	md	PROPN
ajema-8721	563	23	s.	s.	PROPN
ajema-8721	563	24	s.	s.	PROPN
ajema-8721	563	25	shovon	shovon	PROPN
ajema-8721	563	26	,	,	PUNCT
ajema-8721	563	27	m.	m.	PROPN
ajema-8721	563	28	alamgir	alamgir	PROPN
ajema-8721	563	29	,	,	PUNCT
ajema-8721	563	30	s.	s.	PROPN
ajema-8721	563	31	akter	akter	PROPN
ajema-8721	563	32	,	,	PUNCT
ajema-8721	563	33	r.	r.	PROPN
ajema-8721	563	34	chowdhury	chowdhury	PROPN
ajema-8721	563	35	,	,	PUNCT
ajema-8721	563	36	and	and	CCONJ
ajema-8721	563	37	a.	a.	PROPN
ajema-8721	563	38	r.	r.	PROPN
ajema-8721	563	39	sunny	sunny	PROPN
ajema-8721	563	40	,	,	PUNCT
ajema-8721	563	41	"	"	PUNCT
ajema-8721	563	42	machine	machine	NOUN
ajema-8721	563	43	learning	learning	NOUN
ajema-8721	563	44	in	in	ADP
ajema-8721	563	45	healthcare	healthcare	PROPN
ajema-8721	563	46	:	:	PUNCT
ajema-8721	563	47	from	from	ADP
ajema-8721	563	48	diagnostics	diagnostic	NOUN
ajema-8721	563	49	to	to	ADP
ajema-8721	563	50	personalized	personalized	ADJ
ajema-8721	563	51	medicine	medicine	NOUN
ajema-8721	563	52	and	and	CCONJ
ajema-8721	563	53	predictive	predictive	ADJ
ajema-8721	563	54	analytics	analytic	NOUN
ajema-8721	563	55	,	,	PUNCT
ajema-8721	563	56	"	"	PUNCT
ajema-8721	563	57	j.	j.	PROPN
ajema-8721	563	58	angiother	angiother	PROPN
ajema-8721	563	59	.	.	PUNCT
ajema-8721	563	60	,	,	PUNCT
ajema-8721	563	61	vol	vol	NOUN
ajema-8721	563	62	.	.	PROPN
ajema-8721	563	63	8	8	NUM
ajema-8721	563	64	,	,	PUNCT
ajema-8721	563	65	no	no	INTJ
ajema-8721	563	66	.	.	NOUN
ajema-8721	563	67	12	12	NUM
ajema-8721	563	68	,	,	PUNCT
ajema-8721	563	69	pp	pp	ADJ
ajema-8721	563	70	.	.	PUNCT
ajema-8721	564	1	1–8	1–8	NUM
ajema-8721	564	2	,	,	PUNCT
ajema-8721	564	3	2024	2024	NUM
ajema-8721	564	4	.	.	PUNCT
ajema-8721	565	1	[	[	X
ajema-8721	565	2	83	83	NUM
ajema-8721	565	3	]	]	X
ajema-8721	565	4	r.	r.	PROPN
ajema-8721	565	5	chowdhury	chowdhury	PROPN
ajema-8721	565	6	,	,	PUNCT
ajema-8721	565	7	md	md	PROPN
ajema-8721	565	8	a.	a.	PROPN
ajema-8721	565	9	h.	h.	PROPN
ajema-8721	565	10	fahad	fahad	PROPN
ajema-8721	565	11	,	,	PUNCT
ajema-8721	565	12	s.	s.	PROPN
ajema-8721	565	13	m.	m.	PROPN
ajema-8721	565	14	s.	s.	PROPN
ajema-8721	565	15	alam	alam	PROPN
ajema-8721	565	16	,	,	PUNCT
ajema-8721	565	17	m.	m.	NOUN
ajema-8721	565	18	i.	i.	PROPN
ajema-8721	565	19	tusher	tusher	PROPN
ajema-8721	565	20	,	,	PUNCT
ajema-8721	565	21	md	md	PROPN
ajema-8721	565	22	n.	n.	PROPN
ajema-8721	565	23	u.	u.	PROPN
ajema-8721	565	24	rana	rana	PROPN
ajema-8721	565	25	,	,	PUNCT
ajema-8721	565	26	e.	e.	PROPN
ajema-8721	565	27	ahmed	ahmed	PROPN
ajema-8721	565	28	,	,	PUNCT
ajema-8721	565	29	s.	s.	PROPN
ajema-8721	565	30	s.	s.	PROPN
ajema-8721	565	31	akhi	akhi	PROPN
ajema-8721	565	32	,	,	PUNCT
ajema-8721	565	33	and	and	CCONJ
ajema-8721	565	34	md	md	PROPN
ajema-8721	565	35	r.	r.	PROPN
ajema-8721	565	36	h.	h.	PROPN
ajema-8721	565	37	mahin	mahin	PROPN
ajema-8721	565	38	,	,	PUNCT
ajema-8721	565	39	"	"	PUNCT
ajema-8721	565	40	database	database	NOUN
ajema-8721	565	41	management	management	NOUN
ajema-8721	565	42	in	in	ADP
ajema-8721	565	43	the	the	DET
ajema-8721	565	44	era	era	NOUN
ajema-8721	565	45	of	of	ADP
ajema-8721	565	46	big	big	ADJ
ajema-8721	565	47	data	datum	NOUN
ajema-8721	565	48	:	:	PUNCT
ajema-8721	565	49	trends	trend	NOUN
ajema-8721	565	50	,	,	PUNCT
ajema-8721	565	51	challenges	challenge	NOUN
ajema-8721	565	52	,	,	PUNCT
ajema-8721	565	53	and	and	CCONJ
ajema-8721	565	54	breakthroughs	breakthrough	NOUN
ajema-8721	565	55	,	,	PUNCT
ajema-8721	565	56	"	"	PUNCT
ajema-8721	565	57	pathfinder	pathfinder	PROPN
ajema-8721	565	58	res	re	NOUN
ajema-8721	565	59	.	.	PROPN
ajema-8721	565	60	,	,	PUNCT
ajema-8721	565	61	vol	vol	NOUN
ajema-8721	565	62	.	.	PROPN
ajema-8721	565	63	1	1	NUM
ajema-8721	565	64	,	,	PUNCT
ajema-8721	565	65	no	no	INTJ
ajema-8721	565	66	.	.	NOUN
ajema-8721	565	67	1	1	NUM
ajema-8721	565	68	,	,	PUNCT
ajema-8721	565	69	p.	p.	NOUN
ajema-8721	565	70	15	15	NUM
ajema-8721	565	71	,	,	PUNCT
ajema-8721	565	72	2020	2020	NUM
ajema-8721	565	73	.	.	PUNCT
ajema-8721	566	1	[	[	X
ajema-8721	566	2	84	84	NUM
ajema-8721	566	3	]	]	X
ajema-8721	566	4	md	md	PROPN
ajema-8721	566	5	r.	r.	PROPN
ajema-8721	566	6	h.	h.	PROPN
ajema-8721	566	7	mahin	mahin	PROPN
ajema-8721	566	8	,	,	PUNCT
ajema-8721	566	9	e.	e.	PROPN
ajema-8721	566	10	ahmed	ahmed	PROPN
ajema-8721	566	11	,	,	PUNCT
ajema-8721	566	12	s.	s.	PROPN
ajema-8721	566	13	s.	s.	PROPN
ajema-8721	566	14	akhi	akhi	PROPN
ajema-8721	566	15	,	,	PUNCT
ajema-8721	566	16	md	md	PROPN
ajema-8721	566	17	a.	a.	PROPN
ajema-8721	566	18	h.	h.	PROPN
ajema-8721	566	19	fahad	fahad	PROPN
ajema-8721	566	20	,	,	PUNCT
ajema-8721	566	21	m.	m.	NOUN
ajema-8721	566	22	i.	i.	PROPN
ajema-8721	566	23	tusher	tusher	PROPN
ajema-8721	566	24	,	,	PUNCT
ajema-8721	566	25	r.	r.	PROPN
ajema-8721	566	26	chowdhury	chowdhury	PROPN
ajema-8721	566	27	,	,	PUNCT
ajema-8721	566	28	and	and	CCONJ
ajema-8721	566	29	md	md	PROPN
ajema-8721	566	30	n.	n.	PROPN
ajema-8721	566	31	u.	u.	PROPN
ajema-8721	566	32	rana	rana	PROPN
ajema-8721	566	33	,	,	PUNCT
ajema-8721	566	34	"	"	PUNCT
ajema-8721	566	35	advancements	advancement	NOUN
ajema-8721	566	36	and	and	CCONJ
ajema-8721	566	37	challenges	challenge	NOUN
ajema-8721	566	38	in	in	ADP
ajema-8721	566	39	software	software	NOUN
ajema-8721	566	40	engineering	engineering	NOUN
ajema-8721	566	41	and	and	CCONJ
ajema-8721	566	42	project	project	NOUN
ajema-8721	566	43	management	management	NOUN
ajema-8721	566	44	:	:	PUNCT
ajema-8721	566	45	a	a	DET
ajema-8721	566	46	2021	2021	NUM
ajema-8721	566	47	perspective	perspective	NOUN
ajema-8721	566	48	,	,	PUNCT
ajema-8721	566	49	"	"	PUNCT
ajema-8721	566	50	pathfinder	pathfinder	PROPN
ajema-8721	566	51	res	re	NOUN
ajema-8721	566	52	.	.	PROPN
ajema-8721	566	53	,	,	PUNCT
ajema-8721	566	54	vol	vol	NOUN
ajema-8721	566	55	.	.	PROPN
ajema-8721	566	56	2	2	NUM
ajema-8721	566	57	,	,	PUNCT
ajema-8721	566	58	no	no	INTJ
ajema-8721	566	59	.	.	NOUN
ajema-8721	566	60	1	1	NUM
ajema-8721	566	61	,	,	PUNCT
ajema-8721	566	62	p.	p.	NOUN
ajema-8721	566	63	15	15	NUM
ajema-8721	566	64	,	,	PUNCT
ajema-8721	566	65	2021	2021	NUM
ajema-8721	566	66	.	.	PUNCT
ajema-8721	567	1	[	[	X
ajema-8721	567	2	85	85	NUM
ajema-8721	567	3	]	]	X
ajema-8721	567	4	md	md	PROPN
ajema-8721	567	5	a.	a.	PROPN
ajema-8721	567	6	h.	h.	PROPN
ajema-8721	567	7	fahad	fahad	PROPN
ajema-8721	567	8	and	and	CCONJ
ajema-8721	567	9	r.	r.	PROPN
ajema-8721	567	10	chowdhury	chowdhury	PROPN
ajema-8721	567	11	,	,	PUNCT
ajema-8721	567	12	"	"	PUNCT
ajema-8721	567	13	evolution	evolution	NOUN
ajema-8721	567	14	and	and	CCONJ
ajema-8721	567	15	future	future	ADJ
ajema-8721	567	16	trends	trend	NOUN
ajema-8721	567	17	in	in	ADP
ajema-8721	567	18	web	web	NOUN
ajema-8721	567	19	development	development	NOUN
ajema-8721	567	20	:	:	PUNCT
ajema-8721	567	21	a	a	DET
ajema-8721	567	22	comprehensive	comprehensive	ADJ
ajema-8721	567	23	review	review	NOUN
ajema-8721	567	24	,	,	PUNCT
ajema-8721	567	25	"	"	PUNCT
ajema-8721	567	26	pathfinder	pathfinder	PROPN
ajema-8721	567	27	res	re	NOUN
ajema-8721	567	28	.	.	PROPN
ajema-8721	567	29	,	,	PUNCT
ajema-8721	567	30	vol	vol	NOUN
ajema-8721	567	31	.	.	PROPN
ajema-8721	568	1	3	3	NUM
ajema-8721	568	2	,	,	PUNCT
ajema-8721	568	3	no	no	INTJ
ajema-8721	568	4	.	.	NOUN
ajema-8721	568	5	1	1	NUM
ajema-8721	568	6	,	,	PUNCT
ajema-8721	568	7	p.	p.	NOUN
ajema-8721	568	8	13	13	NUM
ajema-8721	568	9	,	,	PUNCT
ajema-8721	568	10	2022	2022	NUM
ajema-8721	568	11	.	.	PUNCT
ajema-8721	569	1	[	[	X
ajema-8721	569	2	86	86	NUM
ajema-8721	569	3	]	]	PUNCT
ajema-8721	569	4	s.	s.	PROPN
ajema-8721	569	5	n.	n.	PROPN
ajema-8721	569	6	akhter	akhter	PROPN
ajema-8721	569	7	,	,	PUNCT
ajema-8721	569	8	r.	r.	PROPN
ajema-8721	569	9	kumari	kumari	PROPN
ajema-8721	569	10	,	,	PUNCT
ajema-8721	569	11	and	and	CCONJ
ajema-8721	569	12	a.	a.	PROPN
ajema-8721	569	13	kumar	kumar	PROPN
ajema-8721	569	14	,	,	PUNCT
ajema-8721	569	15	“	"	PUNCT
ajema-8721	569	16	fertility	fertility	NOUN
ajema-8721	569	17	booster	booster	NOUN
ajema-8721	569	18	effect	effect	NOUN
ajema-8721	569	19	of	of	ADP
ajema-8721	569	20	asparagus	asparagus	PROPN
ajema-8721	569	21	recemosus	recemosus	PROPN
ajema-8721	569	22	against	against	ADP
ajema-8721	569	23	arsenic	arsenic	NOUN
ajema-8721	569	24	induced	induce	VERB
ajema-8721	569	25	reproductive	reproductive	ADJ
ajema-8721	569	26	toxicity	toxicity	NOUN
ajema-8721	569	27	in	in	ADP
ajema-8721	569	28	charles	charles	PROPN
ajema-8721	569	29	foster	foster	ADJ
ajema-8721	569	30	rats	rat	NOUN
ajema-8721	569	31	,	,	PUNCT
ajema-8721	569	32	”	"	PUNCT
ajema-8721	569	33	j.	j.	PROPN
ajema-8721	569	34	adv	adv	PROPN
ajema-8721	569	35	.	.	PUNCT
ajema-8721	570	1	zool	zool	PROPN
ajema-8721	570	2	.	.	PROPN
ajema-8721	570	3	,	,	PUNCT
ajema-8721	570	4	vol	vol	NOUN
ajema-8721	570	5	.	.	PROPN
ajema-8721	571	1	45	45	NUM
ajema-8721	571	2	,	,	PUNCT
ajema-8721	571	3	no	no	INTJ
ajema-8721	571	4	.	.	NOUN
ajema-8721	571	5	5	5	NUM
ajema-8721	571	6	,	,	PUNCT
ajema-8721	571	7	2024	2024	NUM
ajema-8721	571	8	.	.	PUNCT
ajema-8721	572	1	[	[	X
ajema-8721	572	2	87	87	NUM
ajema-8721	572	3	]	]	PUNCT
ajema-8721	572	4	z.	z.	PROPN
ajema-8721	572	5	hashmi	hashmi	PROPN
ajema-8721	572	6	,	,	PUNCT
ajema-8721	572	7	r.	r.	PROPN
ajema-8721	572	8	kumari	kumari	PROPN
ajema-8721	572	9	,	,	PUNCT
ajema-8721	572	10	and	and	CCONJ
ajema-8721	572	11	a.	a.	NOUN
ajema-8721	572	12	kumar	kumar	PROPN
ajema-8721	572	13	,	,	PUNCT
ajema-8721	572	14	“	"	PUNCT
ajema-8721	572	15	antidote	antidote	ADJ
ajema-8721	572	16	effect	effect	NOUN
ajema-8721	572	17	of	of	ADP
ajema-8721	572	18	bacopa	bacopa	NOUN
ajema-8721	572	19	koneru	koneru	PROPN
ajema-8721	572	20	against	against	ADP
ajema-8721	572	21	arsenic	arsenic	ADJ
ajema-8721	572	22	induced	induce	VERB
ajema-8721	572	23	toxicity	toxicity	NOUN
ajema-8721	572	24	in	in	ADP
ajema-8721	572	25	rats	rat	NOUN
ajema-8721	572	26	,	,	PUNCT
ajema-8721	572	27	”	"	PUNCT
ajema-8721	572	28	j.	j.	PROPN
ajema-8721	572	29	adv	adv	PROPN
ajema-8721	572	30	.	.	PUNCT
ajema-8721	573	1	zool	zool	PROPN
ajema-8721	573	2	.	.	PROPN
ajema-8721	574	1	,	,	PUNCT
ajema-8721	574	2	vol	vol	NOUN
ajema-8721	574	3	.	.	PROPN
ajema-8721	575	1	45	45	NUM
ajema-8721	575	2	,	,	PUNCT
ajema-8721	575	3	no	no	INTJ
ajema-8721	575	4	.	.	NOUN
ajema-8721	575	5	5	5	NUM
ajema-8721	575	6	,	,	PUNCT
ajema-8721	575	7	2024	2024	NUM
ajema-8721	575	8	.	.	PUNCT
ajema-8721	576	1	[	[	X
ajema-8721	576	2	88	88	NUM
ajema-8721	576	3	]	]	PUNCT
ajema-8721	576	4	a.	a.	PROPN
ajema-8721	576	5	srivastava	srivastava	PROPN
ajema-8721	576	6	,	,	PUNCT
ajema-8721	576	7	“	"	PUNCT
ajema-8721	576	8	use	use	NOUN
ajema-8721	576	9	of	of	ADP
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ajema-8721	576	11	in	in	ADP
ajema-8721	576	12	data	datum	NOUN
ajema-8721	576	13	science	science	NOUN
ajema-8721	576	14	,	,	PUNCT
ajema-8721	576	15	data	datum	NOUN
ajema-8721	576	16	integration	integration	NOUN
ajema-8721	576	17	and	and	CCONJ
ajema-8721	576	18	data	datum	NOUN
ajema-8721	576	19	engineer	engineer	NOUN
ajema-8721	576	20	,	,	PUNCT
ajema-8721	576	21	”	"	PUNCT
ajema-8721	576	22	int	int	NOUN
ajema-8721	576	23	.	.	PUNCT
ajema-8721	577	1	j.	j.	PROPN
ajema-8721	577	2	sci	sci	PROPN
ajema-8721	577	3	.	.	PUNCT
ajema-8721	578	1	res	res	PROPN
ajema-8721	578	2	.	.	PUNCT
ajema-8721	579	1	eng	eng	PROPN
ajema-8721	579	2	.	.	PROPN
ajema-8721	580	1	manag	manag	PROPN
ajema-8721	580	2	.	.	PROPN
ajema-8721	580	3	,	,	PUNCT
ajema-8721	580	4	vol	vol	NOUN
ajema-8721	580	5	.	.	PROPN
ajema-8721	580	6	8	8	NUM
ajema-8721	580	7	,	,	PUNCT
ajema-8721	580	8	no	no	INTJ
ajema-8721	580	9	.	.	NOUN
ajema-8721	580	10	7	7	NUM
ajema-8721	580	11	,	,	PUNCT
ajema-8721	580	12	2024	2024	NUM
ajema-8721	580	13	.	.	PUNCT
ajema-8721	581	1	[	[	X
ajema-8721	581	2	89	89	NUM
ajema-8721	581	3	]	]	X
ajema-8721	581	4	a.	a.	PROPN
ajema-8721	581	5	srivastava	srivastava	PROPN
ajema-8721	581	6	,	,	PUNCT
ajema-8721	581	7	“	"	PUNCT
ajema-8721	581	8	ai	ai	VERB
ajema-8721	581	9	in	in	ADP
ajema-8721	581	10	healthcare	healthcare	NOUN
ajema-8721	581	11	and	and	CCONJ
ajema-8721	581	12	its	its	PRON
ajema-8721	581	13	future	future	NOUN
ajema-8721	581	14	,	,	PUNCT
ajema-8721	581	15	”	"	PUNCT
ajema-8721	581	16	j.	j.	PROPN
ajema-8721	581	17	artif	artif	PROPN
ajema-8721	581	18	.	.	PUNCT
ajema-8721	582	1	intell	intell	PROPN
ajema-8721	582	2	.	.	PUNCT
ajema-8721	583	1	cloud	cloud	PROPN
ajema-8721	583	2	comput	comput	NOUN
ajema-8721	583	3	.	.	PUNCT
ajema-8721	583	4	,	,	PUNCT
ajema-8721	583	5	vol	vol	NOUN
ajema-8721	583	6	.	.	PROPN
ajema-8721	584	1	1	1	NUM
ajema-8721	584	2	,	,	PUNCT
ajema-8721	584	3	no	no	INTJ
ajema-8721	584	4	.	.	NOUN
ajema-8721	584	5	1	1	NUM
ajema-8721	584	6	,	,	PUNCT
ajema-8721	584	7	pp	pp	ADJ
ajema-8721	584	8	.	.	PUNCT
ajema-8721	585	1	1–2	1–2	NUM
ajema-8721	585	2	,	,	PUNCT
ajema-8721	585	3	mar	mar	PROPN
ajema-8721	585	4	.	.	PROPN
ajema-8721	585	5	2022	2022	NUM
ajema-8721	585	6	.	.	PUNCT
ajema-8721	586	1	[	[	X
ajema-8721	586	2	90	90	NUM
ajema-8721	586	3	]	]	PUNCT
ajema-8721	586	4	a.	a.	PROPN
ajema-8721	586	5	srivastava	srivastava	PROPN
ajema-8721	586	6	,	,	PUNCT
ajema-8721	586	7	“	"	PUNCT
ajema-8721	586	8	cloud	cloud	NOUN
ajema-8721	586	9	replacing	replace	VERB
ajema-8721	586	10	traditional	traditional	ADJ
ajema-8721	586	11	database	database	NOUN
ajema-8721	586	12	,	,	PUNCT
ajema-8721	586	13	”	"	PUNCT
ajema-8721	586	14	int	int	NOUN
ajema-8721	586	15	.	.	PUNCT
ajema-8721	587	1	j.	j.	PROPN
ajema-8721	587	2	multidiscip	multidiscip	PROPN
ajema-8721	587	3	.	.	PUNCT
ajema-8721	588	1	res	re	NOUN
ajema-8721	588	2	.	.	PROPN
ajema-8721	588	3	,	,	PUNCT
ajema-8721	588	4	vol	vol	NOUN
ajema-8721	588	5	.	.	PROPN
ajema-8721	588	6	7	7	NUM
ajema-8721	588	7	,	,	PUNCT
ajema-8721	588	8	no	no	INTJ
ajema-8721	588	9	.	.	NOUN
ajema-8721	588	10	2	2	NUM
ajema-8721	588	11	,	,	PUNCT
ajema-8721	588	12	pp	pp	ADJ
ajema-8721	588	13	.	.	PUNCT
ajema-8721	589	1	1–2	1–2	NUM
ajema-8721	589	2	,	,	PUNCT
ajema-8721	589	3	mar.–apr	mar.–apr	VERB
ajema-8721	589	4	.	.	PUNCT
ajema-8721	590	1	2025	2025	NUM
ajema-8721	590	2	.	.	PUNCT
ajema-8721	591	1	[	[	X
ajema-8721	591	2	91	91	NUM
ajema-8721	591	3	]	]	PUNCT
ajema-8721	591	4	a.	a.	PROPN
ajema-8721	591	5	srivastava	srivastava	PROPN
ajema-8721	591	6	,	,	PUNCT
ajema-8721	591	7	“	"	PUNCT
ajema-8721	591	8	data	data	NOUN
ajema-8721	591	9	transformation	transformation	NOUN
ajema-8721	591	10	normalization	normalization	NOUN
ajema-8721	591	11	to	to	ADP
ajema-8721	591	12	denormalization	denormalization	NOUN
ajema-8721	591	13	in	in	ADP
ajema-8721	591	14	cloud	cloud	NOUN
ajema-8721	591	15	,	,	PUNCT
ajema-8721	591	16	”	"	PUNCT
ajema-8721	591	17	int	int	NOUN
ajema-8721	591	18	.	.	PUNCT
ajema-8721	592	1	j.	j.	PROPN
ajema-8721	592	2	core	core	PROPN
ajema-8721	592	3	eng	eng	PROPN
ajema-8721	592	4	.	.	PROPN
ajema-8721	592	5	manag	manag	PROPN
ajema-8721	592	6	.	.	PROPN
ajema-8721	592	7	,	,	PUNCT
ajema-8721	592	8	vol	vol	NOUN
ajema-8721	592	9	.	.	PROPN
ajema-8721	593	1	6	6	NUM
ajema-8721	593	2	,	,	PUNCT
ajema-8721	593	3	no	no	INTJ
ajema-8721	593	4	.	.	NOUN
ajema-8721	593	5	7	7	NUM
ajema-8721	593	6	,	,	PUNCT
ajema-8721	593	7	pp	pp	ADJ
ajema-8721	593	8	.	.	PUNCT
ajema-8721	594	1	249–252	249–252	NUM
ajema-8721	594	2	,	,	PUNCT
ajema-8721	594	3	2020	2020	NUM
ajema-8721	594	4	.	.	PUNCT
ajema-8721	595	1	[	[	X
ajema-8721	595	2	92	92	NUM
ajema-8721	595	3	]	]	PUNCT
ajema-8721	595	4	a.	a.	NOUN
ajema-8721	595	5	srivastava	srivastava	PROPN
ajema-8721	595	6	,	,	PUNCT
ajema-8721	595	7	“	"	PUNCT
ajema-8721	595	8	impact	impact	NOUN
ajema-8721	595	9	of	of	ADP
ajema-8721	595	10	ai	ai	NOUN
ajema-8721	595	11	/	/	SYM
ajema-8721	595	12	ml	ml	ADJ
ajema-8721	595	13	on	on	ADP
ajema-8721	595	14	job	job	NOUN
ajema-8721	595	15	market	market	NOUN
ajema-8721	595	16	and	and	CCONJ
ajema-8721	595	17	skills	skill	NOUN
ajema-8721	595	18	set	set	VERB
ajema-8721	595	19	and	and	CCONJ
ajema-8721	595	20	health	health	NOUN
ajema-8721	595	21	industry	industry	NOUN
ajema-8721	595	22	,	,	PUNCT
ajema-8721	595	23	”	"	PUNCT
ajema-8721	595	24	esp	esp	PROPN
ajema-8721	595	25	j.	j.	PROPN
ajema-8721	595	26	eng	eng	PROPN
ajema-8721	595	27	.	.	PROPN
ajema-8721	595	28	technol	technol	PROPN
ajema-8721	595	29	.	.	PUNCT
ajema-8721	596	1	adv	adv	PROPN
ajema-8721	596	2	.	.	PROPN
ajema-8721	596	3	,	,	PUNCT
ajema-8721	596	4	vol	vol	NOUN
ajema-8721	596	5	.	.	PROPN
ajema-8721	597	1	4	4	NUM
ajema-8721	597	2	,	,	PUNCT
ajema-8721	597	3	no	no	INTJ
ajema-8721	597	4	.	.	NOUN
ajema-8721	597	5	3	3	NUM
ajema-8721	597	6	,	,	PUNCT
ajema-8721	597	7	pp	pp	ADJ
ajema-8721	597	8	.	.	PUNCT
ajema-8721	598	1	122–126	122–126	NUM
ajema-8721	598	2	,	,	PUNCT
ajema-8721	598	3	2024	2024	NUM
ajema-8721	598	4	.	.	PUNCT
ajema-8721	599	1	[	[	X
ajema-8721	599	2	93	93	NUM
ajema-8721	599	3	]	]	PUNCT
ajema-8721	599	4	a.	a.	PROPN
ajema-8721	599	5	srivastava	srivastava	PROPN
ajema-8721	599	6	,	,	PUNCT
ajema-8721	599	7	“	"	PUNCT
ajema-8721	599	8	integrated	integrated	ADJ
ajema-8721	599	9	snowflake	snowflake	NOUN
ajema-8721	599	10	with	with	ADP
ajema-8721	599	11	aws	aws	NOUN
ajema-8721	599	12	and	and	CCONJ
ajema-8721	599	13	aws	aws	NOUN
ajema-8721	599	14	etl	etl	NOUN
ajema-8721	599	15	migration	migration	NOUN
ajema-8721	599	16	,	,	PUNCT
ajema-8721	599	17	”	"	PUNCT
ajema-8721	599	18	int	int	NOUN
ajema-8721	599	19	.	.	PUNCT
ajema-8721	600	1	j.	j.	PROPN
ajema-8721	600	2	multidiscip	multidiscip	PROPN
ajema-8721	600	3	.	.	PUNCT
ajema-8721	601	1	res	re	NOUN
ajema-8721	601	2	.	.	PROPN
ajema-8721	601	3	,	,	PUNCT
ajema-8721	601	4	vol	vol	NOUN
ajema-8721	601	5	.	.	PROPN
ajema-8721	601	6	7	7	NUM
ajema-8721	601	7	,	,	PUNCT
ajema-8721	601	8	no	no	INTJ
ajema-8721	601	9	.	.	NOUN
ajema-8721	601	10	1	1	NUM
ajema-8721	601	11	,	,	PUNCT
ajema-8721	601	12	pp	pp	ADJ
ajema-8721	601	13	.	.	PUNCT
ajema-8721	602	1	1–6	1–6	NUM
ajema-8721	602	2	,	,	PUNCT
ajema-8721	602	3	jan.–feb	jan.–feb	X
ajema-8721	602	4	.	.	PUNCT
ajema-8721	602	5	2025	2025	NUM
ajema-8721	602	6	.	.	PUNCT
ajema-8721	603	1	[	[	X
ajema-8721	603	2	94	94	NUM
ajema-8721	603	3	]	]	X
ajema-8721	603	4	a.	a.	PROPN
ajema-8721	603	5	srivastava	srivastava	PROPN
ajema-8721	603	6	,	,	PUNCT
ajema-8721	603	7	“	"	PUNCT
ajema-8721	603	8	securing	secure	VERB
ajema-8721	603	9	phi	phi	NOUN
ajema-8721	603	10	data	datum	NOUN
ajema-8721	603	11	in	in	ADP
ajema-8721	603	12	healthcare	healthcare	PROPN
ajema-8721	603	13	,	,	PUNCT
ajema-8721	603	14	”	"	PUNCT
ajema-8721	603	15	sci	sci	PROPN
ajema-8721	603	16	.	.	PUNCT
ajema-8721	603	17	data	data	PROPN
ajema-8721	603	18	learn	learn	VERB
ajema-8721	603	19	.	.	PUNCT
ajema-8721	604	1	mach	mach	PROPN
ajema-8721	604	2	.	.	PUNCT
ajema-8721	605	1	intell	intell	PROPN
ajema-8721	605	2	.	.	PUNCT
ajema-8721	606	1	artif	artif	INTJ
ajema-8721	606	2	.	.	PUNCT
ajema-8721	607	1	j.	j.	PROPN
ajema-8721	607	2	,	,	PUNCT
ajema-8721	607	3	vol	vol	NOUN
ajema-8721	607	4	.	.	PROPN
ajema-8721	607	5	2	2	NUM
ajema-8721	607	6	,	,	PUNCT
ajema-8721	607	7	no	no	INTJ
ajema-8721	607	8	.	.	NOUN
ajema-8721	607	9	4	4	NUM
ajema-8721	607	10	,	,	PUNCT
ajema-8721	607	11	pp	pp	ADJ
ajema-8721	607	12	.	.	PUNCT
ajema-8721	607	13	1678–1679	1678–1679	NUM
ajema-8721	607	14	,	,	PUNCT
ajema-8721	607	15	oct	oct	PROPN
ajema-8721	607	16	.	.	PROPN
ajema-8721	607	17	2024	2024	NUM
ajema-8721	607	18	.	.	PUNCT
ajema-8721	608	1	[	[	X
ajema-8721	608	2	95	95	NUM
ajema-8721	608	3	]	]	PUNCT
ajema-8721	608	4	a.	a.	PROPN
ajema-8721	608	5	srivastava	srivastava	PROPN
ajema-8721	608	6	,	,	PUNCT
ajema-8721	608	7	“	"	PUNCT
ajema-8721	608	8	use	use	NOUN
ajema-8721	608	9	of	of	ADP
ajema-8721	608	10	ai	ai	NOUN
ajema-8721	608	11	/	/	SYM
ajema-8721	608	12	ml	ml	X
ajema-8721	608	13	in	in	ADP
ajema-8721	608	14	data	data	NOUN
ajema-8721	608	15	security	security	NOUN
ajema-8721	608	16	,	,	PUNCT
ajema-8721	608	17	”	"	PUNCT
ajema-8721	608	18	j.	j.	PROPN
ajema-8721	608	19	artif	artif	PROPN
ajema-8721	608	20	.	.	PUNCT
ajema-8721	609	1	intell	intell	PROPN
ajema-8721	609	2	.	.	PUNCT
ajema-8721	610	1	mach	mach	PROPN
ajema-8721	610	2	.	.	PUNCT
ajema-8721	611	1	learn	learn	VERB
ajema-8721	611	2	.	.	PUNCT
ajema-8721	612	1	data	data	PROPN
ajema-8721	612	2	sci	sci	PROPN
ajema-8721	612	3	.	.	PROPN
ajema-8721	612	4	,	,	PUNCT
ajema-8721	612	5	vol	vol	NOUN
ajema-8721	612	6	.	.	PROPN
ajema-8721	612	7	2	2	NUM
ajema-8721	612	8	,	,	PUNCT
ajema-8721	612	9	no	no	INTJ
ajema-8721	612	10	.	.	NOUN
ajema-8721	612	11	2	2	NUM
ajema-8721	612	12	,	,	PUNCT
ajema-8721	612	13	pp	pp	ADJ
ajema-8721	612	14	.	.	PUNCT
ajema-8721	613	1	1–3	1–3	NUM
ajema-8721	613	2	,	,	PUNCT
ajema-8721	613	3	2024	2024	NUM
ajema-8721	613	4	.	.	PUNCT
ajema-8721	614	1	[	[	X
ajema-8721	614	2	96	96	NUM
ajema-8721	614	3	]	]	X
ajema-8721	614	4	a.	a.	PROPN
ajema-8721	614	5	srivastava	srivastava	PROPN
ajema-8721	614	6	,	,	PUNCT
ajema-8721	614	7	“	"	PUNCT
ajema-8721	614	8	wfh	wfh	NOUN
ajema-8721	614	9	impact	impact	NOUN
ajema-8721	614	10	on	on	ADP
ajema-8721	614	11	work	work	NOUN
ajema-8721	614	12	culture	culture	NOUN
ajema-8721	614	13	and	and	CCONJ
ajema-8721	614	14	future	future	NOUN
ajema-8721	614	15	of	of	ADP
ajema-8721	614	16	work	work	NOUN
ajema-8721	614	17	place	place	NOUN
ajema-8721	614	18	,	,	PUNCT
ajema-8721	614	19	”	"	PUNCT
ajema-8721	614	20	int	int	NOUN
ajema-8721	614	21	.	.	PUNCT
ajema-8721	615	1	j.	j.	PROPN
ajema-8721	615	2	innov	innov	PROPN
ajema-8721	615	3	.	.	PUNCT
ajema-8721	616	1	res	res	PROPN
ajema-8721	616	2	.	.	PUNCT
ajema-8721	617	1	creat	creat	PROPN
ajema-8721	617	2	.	.	PUNCT
ajema-8721	618	1	technol	technol	PROPN
ajema-8721	618	2	.	.	PROPN
ajema-8721	618	3	,	,	PUNCT
ajema-8721	618	4	vol	vol	NOUN
ajema-8721	618	5	.	.	PROPN
ajema-8721	618	6	8	8	NUM
ajema-8721	618	7	,	,	PUNCT
ajema-8721	618	8	no	no	INTJ
ajema-8721	618	9	.	.	NOUN
ajema-8721	618	10	6	6	NUM
ajema-8721	618	11	,	,	PUNCT
ajema-8721	618	12	pp	pp	ADJ
ajema-8721	618	13	.	.	PUNCT
ajema-8721	619	1	1–8	1–8	NUM
ajema-8721	619	2	,	,	PUNCT
ajema-8721	619	3	nov	nov	PROPN
ajema-8721	619	4	.	.	PROPN
ajema-8721	619	5	2020	2020	NUM
ajema-8721	619	6	.	.	PUNCT
ajema-8721	620	1	[	[	X
ajema-8721	620	2	97	97	NUM
ajema-8721	620	3	]	]	PUNCT
ajema-8721	620	4	a.	a.	PROPN
ajema-8721	620	5	srivastava	srivastava	PROPN
ajema-8721	620	6	,	,	PUNCT
ajema-8721	620	7	“	"	PUNCT
ajema-8721	620	8	impact	impact	NOUN
ajema-8721	620	9	of	of	ADP
ajema-8721	620	10	ai	ai	VERB
ajema-8721	620	11	on	on	ADP
ajema-8721	620	12	social	social	ADJ
ajema-8721	620	13	media	medium	NOUN
ajema-8721	620	14	and	and	CCONJ
ajema-8721	620	15	its	its	PRON
ajema-8721	620	16	implication	implication	NOUN
ajema-8721	620	17	mental	mental	ADJ
ajema-8721	620	18	health	health	NOUN
ajema-8721	620	19	,	,	PUNCT
ajema-8721	620	20	”	"	PUNCT
ajema-8721	620	21	int	int	NOUN
ajema-8721	620	22	.	.	PUNCT
ajema-8721	621	1	j.	j.	PROPN
ajema-8721	621	2	sci	sci	PROPN
ajema-8721	621	3	.	.	PUNCT
ajema-8721	622	1	res	res	PROPN
ajema-8721	622	2	.	.	PUNCT
ajema-8721	623	1	eng	eng	PROPN
ajema-8721	623	2	.	.	PROPN
ajema-8721	624	1	manag	manag	PROPN
ajema-8721	624	2	.	.	PROPN
ajema-8721	624	3	,	,	PUNCT
ajema-8721	624	4	vol	vol	NOUN
ajema-8721	624	5	.	.	PROPN
ajema-8721	625	1	7	7	NUM
ajema-8721	625	2	,	,	PUNCT
ajema-8721	625	3	no	no	INTJ
ajema-8721	625	4	.	.	NOUN
ajema-8721	625	5	7	7	NUM
ajema-8721	625	6	,	,	PUNCT
ajema-8721	625	7	2023	2023	NUM
ajema-8721	625	8	.	.	PUNCT
ajema-8721	626	1	[	[	X
ajema-8721	626	2	98	98	NUM
ajema-8721	626	3	]	]	X
ajema-8721	626	4	a.	a.	NOUN
ajema-8721	626	5	srivastava	srivastava	PROPN
ajema-8721	626	6	,	,	PUNCT
ajema-8721	626	7	“	"	PUNCT
ajema-8721	626	8	wfh	wfh	NOUN
ajema-8721	626	9	impact	impact	NOUN
ajema-8721	626	10	on	on	ADP
ajema-8721	626	11	work	work	NOUN
ajema-8721	626	12	culture	culture	NOUN
ajema-8721	626	13	and	and	CCONJ
ajema-8721	626	14	future	future	NOUN
ajema-8721	626	15	of	of	ADP
ajema-8721	626	16	work	work	NOUN
ajema-8721	626	17	place	place	NOUN
ajema-8721	626	18	,	,	PUNCT
ajema-8721	626	19	”	"	PUNCT
ajema-8721	626	20	int	int	NOUN
ajema-8721	626	21	.	.	PUNCT
ajema-8721	627	1	j.	j.	PROPN
ajema-8721	627	2	innov	innov	PROPN
ajema-8721	627	3	.	.	PUNCT
ajema-8721	628	1	res	res	PROPN
ajema-8721	628	2	.	.	PUNCT
ajema-8721	629	1	creat	creat	PROPN
ajema-8721	629	2	.	.	PUNCT
ajema-8721	630	1	technol	technol	PROPN
ajema-8721	630	2	.	.	PROPN
ajema-8721	630	3	,	,	PUNCT
ajema-8721	630	4	vol	vol	NOUN
ajema-8721	630	5	.	.	PROPN
ajema-8721	630	6	8	8	NUM
ajema-8721	630	7	,	,	PUNCT
ajema-8721	630	8	no	no	INTJ
ajema-8721	630	9	.	.	NOUN
ajema-8721	630	10	6	6	NUM
ajema-8721	630	11	,	,	PUNCT
ajema-8721	630	12	pp	pp	ADJ
ajema-8721	630	13	.	.	PUNCT
ajema-8721	631	1	1–8	1–8	NUM
ajema-8721	631	2	,	,	PUNCT
ajema-8721	631	3	2022	2022	NUM
ajema-8721	631	4	.	.	PUNCT
ajema-8721	632	1	[	[	X
ajema-8721	632	2	99	99	NUM
ajema-8721	632	3	]	]	PUNCT
ajema-8721	632	4	z.	z.	PROPN
ajema-8721	632	5	hashmi	hashmi	PROPN
ajema-8721	632	6	,	,	PUNCT
ajema-8721	632	7	r.	r.	PROPN
ajema-8721	632	8	kumari	kumari	PROPN
ajema-8721	632	9	,	,	PUNCT
ajema-8721	632	10	and	and	CCONJ
ajema-8721	632	11	a.	a.	PROPN
ajema-8721	632	12	kumar	kumar	PROPN
ajema-8721	632	13	,	,	PUNCT
ajema-8721	632	14	“	"	PUNCT
ajema-8721	632	15	phytoremedial	phytoremedial	ADJ
ajema-8721	632	16	effect	effect	NOUN
ajema-8721	632	17	of	of	ADP
ajema-8721	632	18	ocimum	ocimum	ADJ
ajema-8721	632	19	sanctum	sanctum	NOUN
ajema-8721	632	20	against	against	ADP
ajema-8721	632	21	arsenic	arsenic	ADJ
ajema-8721	632	22	induced	induce	VERB
ajema-8721	632	23	toxicity	toxicity	NOUN
ajema-8721	632	24	in	in	ADP
ajema-8721	632	25	charles	charles	PROPN
ajema-8721	632	26	foster	foster	ADJ
ajema-8721	632	27	rats	rat	NOUN
ajema-8721	632	28	,	,	PUNCT
ajema-8721	632	29	”	"	PUNCT
ajema-8721	632	30	j.	j.	PROPN
ajema-8721	632	31	adv	adv	PROPN
ajema-8721	632	32	.	.	PUNCT
ajema-8721	632	33	zool	zool	PROPN
ajema-8721	632	34	.	.	PROPN
ajema-8721	632	35	,	,	PUNCT
ajema-8721	632	36	vol	vol	NOUN
ajema-8721	632	37	.	.	PROPN
ajema-8721	633	1	45	45	NUM
ajema-8721	633	2	,	,	PUNCT
ajema-8721	633	3	no	no	INTJ
ajema-8721	633	4	.	.	NOUN
ajema-8721	633	5	5	5	NUM
ajema-8721	633	6	,	,	PUNCT
ajema-8721	633	7	2024	2024	NUM
ajema-8721	633	8	.	.	PUNCT
ajema-8721	634	1	[	[	X
ajema-8721	634	2	online	online	X
ajema-8721	634	3	]	]	X
ajema-8721	634	4	.	.	PUNCT
ajema-8721	635	1	available	available	ADJ
ajema-8721	635	2	:	:	PUNCT
ajema-8721	636	1	http://jazindia.com	http://jazindia.com	X
ajema-8721	636	2	.	.	PROPN
ajema-8721	636	3	issn	issn	PROPN
ajema-8721	636	4	:	:	PUNCT
ajema-8721	636	5	0253	0253	NUM
ajema-8721	636	6	-	-	SYM
ajema-8721	636	7	7214	7214	NUM
ajema-8721	636	8	.	.	PUNCT
ajema-8721	637	1	http://www/	http://www/	PROPN
ajema-8721	637	2	155	155	NUM
ajema-8721	637	3	journal	journal	NOUN
ajema-8721	637	4	of	of	ADP
ajema-8721	637	5	engineering	engineering	NOUN
ajema-8721	637	6	,	,	PUNCT
ajema-8721	637	7	mechanics	mechanic	NOUN
ajema-8721	637	8	and	and	CCONJ
ajema-8721	637	9	architecture	architecture	NOUN
ajema-8721	637	10	www	www	NOUN
ajema-8721	637	11	.	.	PUNCT
ajema-8721	638	1	grnjournal.us	grnjournal.us	X
ajema-8721	639	1	[	[	X
ajema-8721	639	2	100	100	NUM
ajema-8721	639	3	]	]	PUNCT
ajema-8721	639	4	b.	b.	PROPN
ajema-8721	639	5	kumari	kumari	PROPN
ajema-8721	639	6	,	,	PUNCT
ajema-8721	639	7	p.	p.	PROPN
ajema-8721	639	8	das	das	PROPN
ajema-8721	639	9	,	,	PUNCT
ajema-8721	639	10	and	and	CCONJ
ajema-8721	639	11	r.	r.	PROPN
ajema-8721	639	12	kumari	kumari	PROPN
ajema-8721	639	13	,	,	PUNCT
ajema-8721	639	14	“	"	PUNCT
ajema-8721	639	15	accelerated	accelerate	VERB
ajema-8721	639	16	processing	processing	NOUN
ajema-8721	639	17	of	of	ADP
ajema-8721	639	18	solitary	solitary	ADJ
ajema-8721	639	19	and	and	CCONJ
ajema-8721	639	20	clustered	clustered	ADJ
ajema-8721	639	21	abasic	abasic	ADJ
ajema-8721	639	22	site	site	NOUN
ajema-8721	639	23	dna	dna	PROPN
ajema-8721	639	24	damage	damage	NOUN
ajema-8721	639	25	lesion	lesion	NOUN
ajema-8721	639	26	by	by	ADP
ajema-8721	639	27	ape1	ape1	NOUN
ajema-8721	639	28	in	in	ADP
ajema-8721	639	29	the	the	DET
ajema-8721	639	30	presence	presence	NOUN
ajema-8721	639	31	of	of	ADP
ajema-8721	639	32	aqueous	aqueous	ADJ
ajema-8721	639	33	extract	extract	NOUN
ajema-8721	639	34	of	of	ADP
ajema-8721	639	35	ganoderma	ganoderma	PROPN
ajema-8721	639	36	lucidum	lucidum	NOUN
ajema-8721	639	37	,	,	PUNCT
ajema-8721	639	38	”	"	PUNCT
ajema-8721	639	39	j.	j.	PROPN
ajema-8721	639	40	biosci	biosci	PROPN
ajema-8721	639	41	.	.	PUNCT
ajema-8721	639	42	,	,	PUNCT
ajema-8721	639	43	vol	vol	NOUN
ajema-8721	639	44	.	.	PROPN
ajema-8721	640	1	41	41	NUM
ajema-8721	640	2	,	,	PUNCT
ajema-8721	640	3	pp	pp	ADJ
ajema-8721	640	4	.	.	PUNCT
ajema-8721	641	1	265–275	265–275	NUM
ajema-8721	641	2	,	,	PUNCT
ajema-8721	641	3	2016	2016	NUM
ajema-8721	641	4	.	.	PUNCT
ajema-8721	642	1	[	[	X
ajema-8721	642	2	101	101	NUM
ajema-8721	642	3	]	]	PUNCT
ajema-8721	642	4	r.	r.	PROPN
ajema-8721	642	5	kumari	kumari	PROPN
ajema-8721	642	6	,	,	PUNCT
ajema-8721	642	7	r.	r.	PROPN
ajema-8721	642	8	k.	k.	PROPN
ajema-8721	642	9	singh	singh	PROPN
ajema-8721	642	10	,	,	PUNCT
ajema-8721	642	11	n.	n.	PROPN
ajema-8721	642	12	kumar	kumar	PROPN
ajema-8721	642	13	,	,	PUNCT
ajema-8721	642	14	and	and	CCONJ
ajema-8721	642	15	r.	r.	PROPN
ajema-8721	642	16	kumari	kumari	PROPN
ajema-8721	642	17	,	,	PUNCT
ajema-8721	642	18	“	"	PUNCT
ajema-8721	642	19	preparation	preparation	NOUN
ajema-8721	642	20	of	of	ADP
ajema-8721	642	21	superfine	superfine	NOUN
ajema-8721	642	22	bael	bael	PROPN
ajema-8721	642	23	leaf	leaf	NOUN
ajema-8721	642	24	nanopowder	nanopowder	NOUN
ajema-8721	642	25	,	,	PUNCT
ajema-8721	642	26	physical	physical	ADJ
ajema-8721	642	27	properties	property	NOUN
ajema-8721	642	28	measurements	measurement	NOUN
ajema-8721	642	29	and	and	CCONJ
ajema-8721	642	30	its	its	PRON
ajema-8721	642	31	antimicrobial	antimicrobial	ADJ
ajema-8721	642	32	activities	activity	NOUN
ajema-8721	642	33	,	,	PUNCT
ajema-8721	642	34	”	"	PUNCT
ajema-8721	642	35	egypt	egypt	PROPN
ajema-8721	642	36	.	.	PUNCT
ajema-8721	643	1	chem	chem	PROPN
ajema-8721	643	2	.	.	PUNCT
ajema-8721	644	1	bull	bull	PROPN
ajema-8721	644	2	.	.	PUNCT
ajema-8721	644	3	,	,	PUNCT
ajema-8721	644	4	vol	vol	NOUN
ajema-8721	644	5	.	.	PROPN
ajema-8721	645	1	12	12	NUM
ajema-8721	645	2	,	,	PUNCT
ajema-8721	645	3	no	no	INTJ
ajema-8721	645	4	.	.	NOUN
ajema-8721	645	5	4	4	NUM
ajema-8721	645	6	,	,	PUNCT
ajema-8721	645	7	pp	pp	ADJ
ajema-8721	645	8	.	.	PUNCT
ajema-8721	646	1	284–297	284–297	NUM
ajema-8721	646	2	,	,	PUNCT
ajema-8721	646	3	2023	2023	NUM
ajema-8721	646	4	.	.	PUNCT
ajema-8721	647	1	[	[	X
ajema-8721	647	2	102	102	NUM
ajema-8721	647	3	]	]	X
ajema-8721	647	4	m.	m.	PROPN
ajema-8721	647	5	k.	k.	PROPN
ajema-8721	647	6	sinha	sinha	PROPN
ajema-8721	647	7	,	,	PUNCT
ajema-8721	647	8	r.	r.	PROPN
ajema-8721	647	9	kumari	kumari	PROPN
ajema-8721	647	10	,	,	PUNCT
ajema-8721	647	11	and	and	CCONJ
ajema-8721	647	12	a.	a.	NOUN
ajema-8721	647	13	kumar	kumar	PROPN
ajema-8721	647	14	,	,	PUNCT
ajema-8721	647	15	“	"	PUNCT
ajema-8721	647	16	ameliorative	ameliorative	ADJ
ajema-8721	647	17	effect	effect	NOUN
ajema-8721	647	18	of	of	ADP
ajema-8721	647	19	ganoderma	ganoderma	PROPN
ajema-8721	647	20	lucidum	lucidum	NOUN
ajema-8721	647	21	on	on	ADP
ajema-8721	647	22	sodium	sodium	NOUN
ajema-8721	647	23	arsenite	arsenite	ADJ
ajema-8721	647	24	induced	induce	VERB
ajema-8721	647	25	toxicity	toxicity	NOUN
ajema-8721	647	26	in	in	ADP
ajema-8721	647	27	charles	charles	PROPN
ajema-8721	647	28	foster	foster	ADJ
ajema-8721	647	29	rats	rat	NOUN
ajema-8721	647	30	,	,	PUNCT
ajema-8721	647	31	”	"	PUNCT
ajema-8721	647	32	j.	j.	PROPN
ajema-8721	647	33	adv	adv	PROPN
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ajema-8721	648	2	.	.	PROPN
ajema-8721	648	3	,	,	PUNCT
ajema-8721	648	4	vol	vol	NOUN
ajema-8721	648	5	.	.	PROPN
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ajema-8721	649	2	,	,	PUNCT
ajema-8721	649	3	no	no	INTJ
ajema-8721	649	4	.	.	NOUN
ajema-8721	649	5	5	5	NUM
ajema-8721	649	6	,	,	PUNCT
ajema-8721	649	7	2024	2024	NUM
ajema-8721	649	8	.	.	PUNCT
ajema-8721	650	1	[	[	X
ajema-8721	650	2	103	103	NUM
ajema-8721	650	3	]	]	X
ajema-8721	650	4	md	md	PROPN
ajema-8721	650	5	s.	s.	PROPN
ajema-8721	650	6	miah	miah	PROPN
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ajema-8721	650	9	s.	s.	PROPN
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ajema-8721	650	15	analytics	analytic	NOUN
ajema-8721	650	16	architectural	architectural	ADJ
ajema-8721	650	17	data	datum	NOUN
ajema-8721	650	18	cut	cut	VERB
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ajema-8721	650	20	tactics	tactic	NOUN
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ajema-8721	650	27	in	in	ADP
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ajema-8721	650	30	,	,	PUNCT
ajema-8721	650	31	"	"	PUNCT
ajema-8721	650	32	in	in	ADP
ajema-8721	650	33	proc	proc	NOUN
ajema-8721	650	34	.	.	PUNCT
ajema-8721	651	1	2022	2022	NUM
ajema-8721	651	2	int	int	NOUN
ajema-8721	651	3	.	.	PUNCT
ajema-8721	651	4	conf	conf	NOUN
ajema-8721	651	5	.	.	PUNCT
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ajema-8721	652	3	.	.	PUNCT
ajema-8721	653	1	(	(	PUNCT
ajema-8721	653	2	incoft	incoft	NOUN
ajema-8721	653	3	)	)	PUNCT
ajema-8721	653	4	,	,	PUNCT
ajema-8721	653	5	belgaum	belgaum	PROPN
ajema-8721	653	6	,	,	PUNCT
ajema-8721	653	7	india	india	PROPN
ajema-8721	653	8	,	,	PUNCT
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ajema-8721	653	10	,	,	PUNCT
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ajema-8721	653	12	.	.	PUNCT
ajema-8721	654	1	1–6	1–6	X
ajema-8721	654	2	.	.	PUNCT
ajema-8721	655	1	[	[	X
ajema-8721	655	2	104	104	X
ajema-8721	655	3	]	]	PUNCT
ajema-8721	655	4	m.	m.	NOUN
ajema-8721	655	5	a.	a.	PROPN
ajema-8721	655	6	obaida	obaida	PROPN
ajema-8721	655	7	,	,	PUNCT
ajema-8721	655	8	md	md	PROPN
ajema-8721	655	9	s.	s.	PROPN
ajema-8721	655	10	miah	miah	PROPN
ajema-8721	655	11	,	,	PUNCT
ajema-8721	655	12	and	and	CCONJ
ajema-8721	655	13	md	md	PROPN
ajema-8721	655	14	.	.	PUNCT
ajema-8721	655	15	a.	a.	PROPN
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ajema-8721	655	17	,	,	PUNCT
ajema-8721	655	18	“	"	PUNCT
ajema-8721	655	19	random	random	ADJ
ajema-8721	655	20	early	early	ADV
ajema-8721	655	21	discard	discard	NOUN
ajema-8721	655	22	(	(	PUNCT
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ajema-8721	655	24	-	-	PUNCT
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ajema-8721	655	27	performance	performance	NOUN
ajema-8721	655	28	analysis	analysis	NOUN
ajema-8721	655	29	in	in	ADP
ajema-8721	655	30	terms	term	NOUN
ajema-8721	655	31	of	of	ADP
ajema-8721	655	32	tcp	tcp	ADJ
ajema-8721	655	33	variants	variant	NOUN
ajema-8721	655	34	and	and	CCONJ
ajema-8721	655	35	network	network	NOUN
ajema-8721	655	36	parameters	parameter	NOUN
ajema-8721	655	37	:	:	PUNCT
ajema-8721	655	38	instability	instability	NOUN
ajema-8721	655	39	in	in	ADP
ajema-8721	655	40	high	high	ADJ
ajema-8721	655	41	-	-	PUNCT
ajema-8721	655	42	bandwidth	bandwidth	ADJ
ajema-8721	655	43	-	-	PUNCT
ajema-8721	655	44	delay	delay	NOUN
ajema-8721	655	45	network	network	NOUN
ajema-8721	655	46	,	,	PUNCT
ajema-8721	655	47	”	"	PUNCT
ajema-8721	655	48	int	int	NOUN
ajema-8721	655	49	.	.	PUNCT
ajema-8721	656	1	j.	j.	PROPN
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ajema-8721	657	3	,	,	PUNCT
ajema-8721	657	4	vol	vol	NOUN
ajema-8721	657	5	.	.	PROPN
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ajema-8721	658	2	,	,	PUNCT
ajema-8721	658	3	no	no	INTJ
ajema-8721	658	4	.	.	NOUN
ajema-8721	658	5	8	8	NUM
ajema-8721	658	6	,	,	PUNCT
ajema-8721	658	7	pp	pp	ADJ
ajema-8721	658	8	.	.	PUNCT
ajema-8721	659	1	40–44	40–44	NUM
ajema-8721	659	2	,	,	PUNCT
ajema-8721	659	3	aug	aug	PROPN
ajema-8721	659	4	.	.	PROPN
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ajema-8721	659	6	.	.	PUNCT
ajema-8721	659	7	http://www/	http://www/	PUNCT