id	sid	tid	token	lemma	pos
cana-4311	1	1	communications	communication	NOUN
cana-4311	1	2	on	on	ADP
cana-4311	1	3	applied	apply	VERB
cana-4311	1	4	nonlinear	nonlinear	ADJ
cana-4311	1	5	analysis	analysis	NOUN
cana-4311	1	6	issn	issn	NOUN
cana-4311	1	7	:	:	PUNCT
cana-4311	1	8	1074	1074	NUM
cana-4311	1	9	-	-	PUNCT
cana-4311	1	10	133x	133x	NUM
cana-4311	1	11	vol	vol	NOUN
cana-4311	1	12	32	32	NUM
cana-4311	1	13	no	no	NOUN
cana-4311	1	14	.	.	PUNCT
cana-4311	2	1	9s	9s	NUM
cana-4311	2	2	(	(	PUNCT
cana-4311	2	3	2025	2025	NUM
cana-4311	2	4	)	)	PUNCT
cana-4311	2	5	1780	1780	NUM
cana-4311	2	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4311	2	7	a	a	DET
cana-4311	2	8	smart	smart	ADJ
cana-4311	2	9	and	and	CCONJ
cana-4311	2	10	energy	energy	NOUN
cana-4311	2	11	-	-	PUNCT
cana-4311	2	12	efficient	efficient	ADJ
cana-4311	2	13	framework	framework	NOUN
cana-4311	2	14	for	for	ADP
cana-4311	2	15	micro	micro	PROPN
cana-4311	2	16	electric	electric	PROPN
cana-4311	2	17	iot	iot	PROPN
cana-4311	2	18	applications	application	NOUN
cana-4311	2	19	leveraging	leverage	VERB
cana-4311	2	20	deep	deep	ADJ
cana-4311	2	21	learning	learning	NOUN
cana-4311	2	22	dr.s.velmurugan1	dr.s.velmurugan1	PROPN
cana-4311	2	23	,	,	PUNCT
cana-4311	2	24	dr.a.thankaraj2	dr.a.thankaraj2	PROPN
cana-4311	2	25	,	,	PUNCT
cana-4311	2	26	s.madhanmohan3	s.madhanmohan3	NOUN
cana-4311	2	27	,	,	PUNCT
cana-4311	2	28	p.m.suresh4	p.m.suresh4	NOUN
cana-4311	2	29	,	,	PUNCT
cana-4311	2	30	dr.p.radhakrishnan5	dr.p.radhakrishnan5	PROPN
cana-4311	2	31	,	,	PUNCT
cana-4311	2	32	dr.p.jona	dr.p.jona	PROPN
cana-4311	2	33	innisai	innisai	VERB
cana-4311	2	34	rani6	rani6	NOUN
cana-4311	2	35	1professor	1professor	NUM
cana-4311	2	36	and	and	CCONJ
cana-4311	2	37	head	head	NOUN
cana-4311	2	38	,	,	PUNCT
cana-4311	2	39	department	department	PROPN
cana-4311	2	40	of	of	ADP
cana-4311	2	41	ece	ece	PROPN
cana-4311	2	42	,	,	PUNCT
cana-4311	2	43	t.j.s	t.j.s	ADJ
cana-4311	2	44	engineering	engineering	PROPN
cana-4311	2	45	college	college	NOUN
cana-4311	2	46	,	,	PUNCT
cana-4311	2	47	peruvoyal	peruvoyal	NOUN
cana-4311	2	48	,	,	PUNCT
cana-4311	2	49	chennai	chennai	PROPN
cana-4311	2	50	,	,	PUNCT
cana-4311	2	51	tamil	tamil	PROPN
cana-4311	2	52	nadu	nadu	PROPN
cana-4311	2	53	,	,	PUNCT
cana-4311	2	54	india	india	PROPN
cana-4311	2	55	.	.	PUNCT
cana-4311	3	1	2assistant	2assistant	NUM
cana-4311	3	2	professor	professor	NOUN
cana-4311	3	3	,	,	PUNCT
cana-4311	3	4	department	department	NOUN
cana-4311	3	5	of	of	ADP
cana-4311	3	6	eee	eee	PROPN
cana-4311	3	7	,	,	PUNCT
cana-4311	3	8	rrase	rrase	VERB
cana-4311	3	9	college	college	NOUN
cana-4311	3	10	of	of	ADP
cana-4311	3	11	engineering	engineering	PROPN
cana-4311	3	12	,	,	PUNCT
cana-4311	3	13	padappai	padappai	NOUN
cana-4311	3	14	,	,	PUNCT
cana-4311	3	15	chennai	chennai	PROPN
cana-4311	3	16	,	,	PUNCT
cana-4311	3	17	tamil	tamil	PROPN
cana-4311	3	18	nadu	nadu	PROPN
cana-4311	3	19	,	,	PUNCT
cana-4311	3	20	india	india	PROPN
cana-4311	3	21	.	.	PUNCT
cana-4311	4	1	3assistant	3assistant	NUM
cana-4311	4	2	professor	professor	NOUN
cana-4311	4	3	,	,	PUNCT
cana-4311	4	4	department	department	NOUN
cana-4311	4	5	of	of	ADP
cana-4311	4	6	computer	computer	NOUN
cana-4311	4	7	applications	application	NOUN
cana-4311	4	8	,	,	PUNCT
cana-4311	4	9	arignar	arignar	ADJ
cana-4311	4	10	anna	anna	PROPN
cana-4311	4	11	government	government	PROPN
cana-4311	4	12	arts	arts	PROPN
cana-4311	4	13	college	college	PROPN
cana-4311	4	14	,	,	PUNCT
cana-4311	4	15	villupuram	villupuram	NOUN
cana-4311	4	16	,	,	PUNCT
cana-4311	4	17	tamil	tamil	PROPN
cana-4311	4	18	nadu	nadu	PROPN
cana-4311	4	19	,	,	PUNCT
cana-4311	4	20	india	india	PROPN
cana-4311	4	21	.	.	PUNCT
cana-4311	5	1	4assistant	4assistant	NUM
cana-4311	5	2	professor	professor	NOUN
cana-4311	5	3	,	,	PUNCT
cana-4311	5	4	department	department	PROPN
cana-4311	5	5	of	of	ADP
cana-4311	5	6	cse	cse	PROPN
cana-4311	5	7	-	-	PUNCT
cana-4311	5	8	aiml	aiml	NOUN
cana-4311	5	9	,	,	PUNCT
cana-4311	5	10	sphoorthy	sphoorthy	ADJ
cana-4311	5	11	engineering	engineering	NOUN
cana-4311	5	12	college	college	NOUN
cana-4311	5	13	,	,	PUNCT
cana-4311	5	14	hyderabad	hyderabad	PROPN
cana-4311	5	15	,	,	PUNCT
cana-4311	5	16	india	india	PROPN
cana-4311	5	17	.	.	PUNCT
cana-4311	6	1	5professor	5professor	NUM
cana-4311	6	2	,	,	PUNCT
cana-4311	6	3	department	department	NOUN
cana-4311	6	4	of	of	ADP
cana-4311	6	5	ece	ece	PROPN
cana-4311	6	6	,	,	PUNCT
cana-4311	6	7	tagore	tagore	PROPN
cana-4311	6	8	engineering	engineering	PROPN
cana-4311	6	9	college	college	PROPN
cana-4311	6	10	,	,	PUNCT
cana-4311	6	11	rathinamangalam	rathinamangalam	PROPN
cana-4311	6	12	,	,	PUNCT
cana-4311	6	13	chennai	chennai	PROPN
cana-4311	6	14	,	,	PUNCT
cana-4311	6	15	tamil	tamil	PROPN
cana-4311	6	16	nadu	nadu	PROPN
cana-4311	6	17	,	,	PUNCT
cana-4311	6	18	india	india	PROPN
cana-4311	6	19	.	.	PUNCT
cana-4311	7	1	6associate	6associate	NUM
cana-4311	7	2	professor	professor	NOUN
cana-4311	7	3	(	(	PUNCT
cana-4311	7	4	computer	computer	NOUN
cana-4311	7	5	science	science	NOUN
cana-4311	7	6	)	)	PUNCT
cana-4311	7	7	,	,	PUNCT
cana-4311	7	8	department	department	NOUN
cana-4311	7	9	of	of	ADP
cana-4311	7	10	agricultural	agricultural	ADJ
cana-4311	7	11	economics	economic	NOUN
cana-4311	7	12	,	,	PUNCT
cana-4311	7	13	anbil	anbil	PROPN
cana-4311	7	14	dharmalingam	dharmalingam	PROPN
cana-4311	7	15	agricultural	agricultural	ADJ
cana-4311	7	16	college	college	PROPN
cana-4311	7	17	and	and	CCONJ
cana-4311	7	18	research	research	PROPN
cana-4311	7	19	institute	institute	PROPN
cana-4311	7	20	,	,	PUNCT
cana-4311	7	21	trichy	trichy	PROPN
cana-4311	7	22	,	,	PUNCT
cana-4311	7	23	tamilnadu	tamilnadu	PROPN
cana-4311	7	24	,	,	PUNCT
cana-4311	7	25	india	india	PROPN
cana-4311	7	26	.	.	PUNCT
cana-4311	7	27	1veluvsi@gmail.com	1veluvsi@gmail.com	PROPN
cana-4311	7	28	,	,	PUNCT
cana-4311	7	29	2atraj77@gmail.com	2atraj77@gmail.com	NUM
cana-4311	7	30	,	,	PUNCT
cana-4311	7	31	3nsmadhanmohan@gmail.com	3nsmadhanmohan@gmail.com	PROPN
cana-4311	7	32	,	,	PUNCT
cana-4311	7	33	4sureshpm.networks@gmail.com	4sureshpm.networks@gmail.com	NUM
cana-4311	7	34	,	,	PUNCT
cana-4311	7	35	5krish75radha@gmail.com	5krish75radha@gmail.com	NUM
cana-4311	7	36	,	,	PUNCT
cana-4311	7	37	6jir8@tnau.ac.in	6jir8@tnau.ac.in	NUM
cana-4311	7	38	article	article	NOUN
cana-4311	7	39	history	history	NOUN
cana-4311	7	40	:	:	PUNCT
cana-4311	7	41	received	receive	VERB
cana-4311	7	42	:	:	PUNCT
cana-4311	7	43	07	07	NUM
cana-4311	7	44	-	-	PUNCT
cana-4311	7	45	01	01	NUM
cana-4311	7	46	-	-	PUNCT
cana-4311	7	47	2025	2025	NUM
cana-4311	7	48	revised	revise	VERB
cana-4311	7	49	:	:	PUNCT
cana-4311	7	50	05	05	NUM
cana-4311	7	51	-	-	PUNCT
cana-4311	7	52	02	02	NUM
cana-4311	7	53	-	-	PUNCT
cana-4311	7	54	2025	2025	NUM
cana-4311	7	55	accepted	accept	VERB
cana-4311	7	56	:	:	PUNCT
cana-4311	7	57	17	17	NUM
cana-4311	7	58	-	-	SYM
cana-4311	7	59	03	03	NUM
cana-4311	7	60	-	-	PUNCT
cana-4311	7	61	2025	2025	NUM
cana-4311	7	62	abstract	abstract	NOUN
cana-4311	7	63	:	:	PUNCT
cana-4311	7	64	this	this	DET
cana-4311	7	65	research	research	NOUN
cana-4311	7	66	introduces	introduce	VERB
cana-4311	7	67	an	an	DET
cana-4311	7	68	innovative	innovative	ADJ
cana-4311	7	69	and	and	CCONJ
cana-4311	7	70	energy	energy	NOUN
cana-4311	7	71	-	-	PUNCT
cana-4311	7	72	efficient	efficient	ADJ
cana-4311	7	73	framework	framework	NOUN
cana-4311	7	74	that	that	PRON
cana-4311	7	75	leverages	leverage	VERB
cana-4311	7	76	advanced	advanced	ADJ
cana-4311	7	77	deep	deep	ADJ
cana-4311	7	78	learning	learning	NOUN
cana-4311	7	79	techniques	technique	NOUN
cana-4311	7	80	,	,	PUNCT
cana-4311	7	81	specifically	specifically	ADV
cana-4311	7	82	bayesian	bayesian	VERB
cana-4311	7	83	neural	neural	ADJ
cana-4311	7	84	networks	network	NOUN
cana-4311	7	85	(	(	PUNCT
cana-4311	7	86	bnn	bnn	NOUN
cana-4311	7	87	)	)	PUNCT
cana-4311	7	88	,	,	PUNCT
cana-4311	7	89	and	and	CCONJ
cana-4311	7	90	the	the	DET
cana-4311	7	91	dragonfly	dragonfly	NOUN
cana-4311	7	92	algorithm	algorithm	NOUN
cana-4311	7	93	to	to	PART
cana-4311	7	94	optimize	optimize	VERB
cana-4311	7	95	energy	energy	NOUN
cana-4311	7	96	usage	usage	NOUN
cana-4311	7	97	in	in	ADP
cana-4311	7	98	micro	micro	PROPN
cana-4311	7	99	electric	electric	ADJ
cana-4311	7	100	iot	iot	PROPN
cana-4311	7	101	environments	environment	NOUN
cana-4311	7	102	.	.	PUNCT
cana-4311	8	1	the	the	DET
cana-4311	8	2	framework	framework	NOUN
cana-4311	8	3	integrates	integrate	VERB
cana-4311	8	4	bnns	bnn	NOUN
cana-4311	8	5	,	,	PUNCT
cana-4311	8	6	known	know	VERB
cana-4311	8	7	for	for	ADP
cana-4311	8	8	their	their	PRON
cana-4311	8	9	probabilistic	probabilistic	ADJ
cana-4311	8	10	modeling	modeling	NOUN
cana-4311	8	11	capabilities	capability	NOUN
cana-4311	8	12	,	,	PUNCT
cana-4311	8	13	to	to	PART
cana-4311	8	14	enhance	enhance	VERB
cana-4311	8	15	predictive	predictive	ADJ
cana-4311	8	16	analytics	analytic	NOUN
cana-4311	8	17	and	and	CCONJ
cana-4311	8	18	decision	decision	NOUN
cana-4311	8	19	-	-	PUNCT
cana-4311	8	20	making	make	VERB
cana-4311	8	21	processes	process	NOUN
cana-4311	8	22	.	.	PUNCT
cana-4311	9	1	by	by	ADP
cana-4311	9	2	infusing	infuse	VERB
cana-4311	9	3	uncertainty	uncertainty	NOUN
cana-4311	9	4	estimates	estimate	NOUN
cana-4311	9	5	into	into	ADP
cana-4311	9	6	the	the	DET
cana-4311	9	7	model	model	NOUN
cana-4311	9	8	predictions	prediction	NOUN
cana-4311	9	9	,	,	PUNCT
cana-4311	9	10	the	the	DET
cana-4311	9	11	system	system	NOUN
cana-4311	9	12	achieves	achieve	VERB
cana-4311	9	13	more	more	ADV
cana-4311	9	14	informed	informed	ADJ
cana-4311	9	15	and	and	CCONJ
cana-4311	9	16	adaptive	adaptive	ADJ
cana-4311	9	17	responses	response	NOUN
cana-4311	9	18	,	,	PUNCT
cana-4311	9	19	thereby	thereby	ADV
cana-4311	9	20	reducing	reduce	VERB
cana-4311	9	21	unnecessary	unnecessary	ADJ
cana-4311	9	22	energy	energy	NOUN
cana-4311	9	23	expenditures	expenditure	NOUN
cana-4311	9	24	during	during	ADP
cana-4311	9	25	periods	period	NOUN
cana-4311	9	26	of	of	ADP
cana-4311	9	27	low	low	ADJ
cana-4311	9	28	activity	activity	NOUN
cana-4311	9	29	.	.	PUNCT
cana-4311	10	1	the	the	DET
cana-4311	10	2	dragonfly	dragonfly	NOUN
cana-4311	10	3	algorithm	algorithm	NOUN
cana-4311	10	4	is	be	AUX
cana-4311	10	5	employed	employ	VERB
cana-4311	10	6	for	for	ADP
cana-4311	10	7	dynamic	dynamic	ADJ
cana-4311	10	8	resource	resource	NOUN
cana-4311	10	9	allocation	allocation	NOUN
cana-4311	10	10	,	,	PUNCT
cana-4311	10	11	allowing	allow	VERB
cana-4311	10	12	devices	device	NOUN
cana-4311	10	13	to	to	PART
cana-4311	10	14	intelligently	intelligently	ADV
cana-4311	10	15	adapt	adapt	VERB
cana-4311	10	16	to	to	ADP
cana-4311	10	17	varying	vary	VERB
cana-4311	10	18	workloads	workload	NOUN
cana-4311	10	19	in	in	ADP
cana-4311	10	20	real	real	ADJ
cana-4311	10	21	-	-	PUNCT
cana-4311	10	22	time	time	NOUN
cana-4311	10	23	.	.	PUNCT
cana-4311	11	1	through	through	ADP
cana-4311	11	2	extensive	extensive	ADJ
cana-4311	11	3	experiments	experiment	NOUN
cana-4311	11	4	,	,	PUNCT
cana-4311	11	5	we	we	PRON
cana-4311	11	6	observe	observe	VERB
cana-4311	11	7	a	a	DET
cana-4311	11	8	notable	notable	ADJ
cana-4311	11	9	reduction	reduction	NOUN
cana-4311	11	10	of	of	ADP
cana-4311	11	11	0.17	0.17	NUM
cana-4311	11	12	in	in	ADP
cana-4311	11	13	mean	mean	ADJ
cana-4311	11	14	-	-	PUNCT
cana-4311	11	15	square	square	NOUN
cana-4311	11	16	error	error	NOUN
cana-4311	11	17	(	(	PUNCT
cana-4311	11	18	mse	mse	NOUN
cana-4311	11	19	)	)	PUNCT
cana-4311	11	20	and	and	CCONJ
cana-4311	11	21	0.8	0.8	NUM
cana-4311	11	22	reduction	reduction	NOUN
cana-4311	11	23	in	in	ADP
cana-4311	11	24	mae	mae	PROPN
cana-4311	11	25	and	and	CCONJ
cana-4311	11	26	0.7	0.7	NUM
cana-4311	11	27	reduction	reduction	NOUN
cana-4311	11	28	in	in	ADP
cana-4311	11	29	rmse	rmse	NOUN
cana-4311	11	30	and	and	CCONJ
cana-4311	11	31	8.8	8.8	NUM
cana-4311	11	32	error	error	NOUN
cana-4311	11	33	reduction	reduction	NOUN
cana-4311	11	34	in	in	ADP
cana-4311	11	35	mape	mape	NOUN
cana-4311	11	36	.	.	PUNCT
cana-4311	12	1	keywords	keyword	NOUN
cana-4311	12	2	:	:	PUNCT
cana-4311	12	3	internet	internet	NOUN
cana-4311	12	4	of	of	ADP
cana-4311	12	5	things	thing	NOUN
cana-4311	12	6	(	(	PUNCT
cana-4311	12	7	iot	iot	NOUN
cana-4311	12	8	)	)	PUNCT
cana-4311	12	9	,	,	PUNCT
cana-4311	12	10	deep	deep	ADJ
cana-4311	12	11	learning	learning	NOUN
cana-4311	12	12	,	,	PUNCT
cana-4311	12	13	dragonfly	dragonfly	NOUN
cana-4311	12	14	algorithm	algorithm	NOUN
cana-4311	12	15	,	,	PUNCT
cana-4311	12	16	bayesian	bayesian	NOUN
cana-4311	12	17	neural	neural	ADJ
cana-4311	12	18	network	network	NOUN
cana-4311	12	19	1	1	NUM
cana-4311	12	20	.	.	PUNCT
cana-4311	12	21	introduction	introduction	NOUN
cana-4311	12	22	the	the	DET
cana-4311	12	23	management	management	NOUN
cana-4311	12	24	of	of	ADP
cana-4311	12	25	energy	energy	NOUN
cana-4311	12	26	in	in	ADP
cana-4311	12	27	smart	smart	ADJ
cana-4311	12	28	grids	grid	NOUN
cana-4311	12	29	through	through	ADP
cana-4311	12	30	automated	automate	VERB
cana-4311	12	31	techniques	technique	NOUN
cana-4311	12	32	for	for	ADP
cana-4311	12	33	future	future	ADJ
cana-4311	12	34	load	load	NOUN
cana-4311	12	35	forecasting	forecasting	NOUN
cana-4311	12	36	is	be	AUX
cana-4311	12	37	an	an	DET
cana-4311	12	38	intriguing	intriguing	ADJ
cana-4311	12	39	field	field	NOUN
cana-4311	12	40	of	of	ADP
cana-4311	12	41	research	research	NOUN
cana-4311	12	42	.	.	PUNCT
cana-4311	13	1	smart	smart	ADJ
cana-4311	13	2	grids	grid	NOUN
cana-4311	13	3	provide	provide	VERB
cana-4311	13	4	a	a	DET
cana-4311	13	5	dependable	dependable	ADJ
cana-4311	13	6	and	and	CCONJ
cana-4311	13	7	secure	secure	ADJ
cana-4311	13	8	infrastructure	infrastructure	NOUN
cana-4311	13	9	for	for	ADP
cana-4311	13	10	the	the	DET
cana-4311	13	11	distribution	distribution	NOUN
cana-4311	13	12	of	of	ADP
cana-4311	13	13	electrical	electrical	ADJ
cana-4311	13	14	energy	energy	NOUN
cana-4311	13	15	to	to	ADP
cana-4311	13	16	a	a	DET
cana-4311	13	17	diverse	diverse	ADJ
cana-4311	13	18	range	range	NOUN
cana-4311	13	19	of	of	ADP
cana-4311	13	20	consumers	consumer	NOUN
cana-4311	13	21	[	[	X
cana-4311	13	22	1	1	NUM
cana-4311	13	23	]	]	PUNCT
cana-4311	13	24	.	.	PUNCT
cana-4311	14	1	the	the	DET
cana-4311	14	2	amount	amount	NOUN
cana-4311	14	3	of	of	ADP
cana-4311	14	4	energy	energy	NOUN
cana-4311	14	5	produced	produce	VERB
cana-4311	14	6	is	be	AUX
cana-4311	14	7	directly	directly	ADV
cana-4311	14	8	affected	affect	VERB
cana-4311	14	9	by	by	ADP
cana-4311	14	10	how	how	SCONJ
cana-4311	14	11	much	much	ADJ
cana-4311	14	12	consumers	consumer	NOUN
cana-4311	14	13	use	use	VERB
cana-4311	14	14	[	[	X
cana-4311	14	15	2	2	NUM
cana-4311	14	16	]	]	PUNCT
cana-4311	14	17	.	.	PUNCT
cana-4311	15	1	many	many	ADJ
cana-4311	15	2	consumers	consumer	NOUN
cana-4311	15	3	lack	lack	VERB
cana-4311	15	4	expertise	expertise	NOUN
cana-4311	15	5	in	in	ADP
cana-4311	15	6	managing	manage	VERB
cana-4311	15	7	their	their	PRON
cana-4311	15	8	energy	energy	NOUN
cana-4311	15	9	demands	demand	NOUN
cana-4311	15	10	,	,	PUNCT
cana-4311	15	11	which	which	PRON
cana-4311	15	12	leads	lead	VERB
cana-4311	15	13	to	to	ADP
cana-4311	15	14	unnecessary	unnecessary	ADJ
cana-4311	15	15	financial	financial	ADJ
cana-4311	15	16	costs	cost	NOUN
cana-4311	15	17	and	and	CCONJ
cana-4311	15	18	wasted	waste	VERB
cana-4311	15	19	energy	energy	NOUN
cana-4311	15	20	.	.	PUNCT
cana-4311	16	1	likewise	likewise	ADV
cana-4311	16	2	,	,	PUNCT
cana-4311	16	3	mailto:veluvsi@gmail.com	mailto:veluvsi@gmail.com	PROPN
cana-4311	16	4	mailto:atraj77@gmail.com	mailto:atraj77@gmail.com	PROPN
cana-4311	16	5	mailto:5krish75radha@gmail.com	mailto:5krish75radha@gmail.com	X
cana-4311	16	6	communications	communication	NOUN
cana-4311	16	7	on	on	ADP
cana-4311	16	8	applied	apply	VERB
cana-4311	16	9	nonlinear	nonlinear	ADJ
cana-4311	16	10	analysis	analysis	NOUN
cana-4311	16	11	issn	issn	NOUN
cana-4311	16	12	:	:	PUNCT
cana-4311	16	13	1074	1074	NUM
cana-4311	16	14	-	-	PUNCT
cana-4311	16	15	133x	133x	NUM
cana-4311	16	16	vol	vol	NOUN
cana-4311	16	17	32	32	NUM
cana-4311	16	18	no	no	NOUN
cana-4311	16	19	.	.	PUNCT
cana-4311	17	1	9s	9s	NUM
cana-4311	17	2	(	(	PUNCT
cana-4311	17	3	2025	2025	NUM
cana-4311	17	4	)	)	PUNCT
cana-4311	17	5	1781	1781	NUM
cana-4311	17	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4311	17	7	energy	energy	NOUN
cana-4311	17	8	producers	producer	NOUN
cana-4311	17	9	aim	aim	VERB
cana-4311	17	10	to	to	PART
cana-4311	17	11	lower	lower	VERB
cana-4311	17	12	costs	cost	NOUN
cana-4311	17	13	and	and	CCONJ
cana-4311	17	14	optimize	optimize	VERB
cana-4311	17	15	power	power	NOUN
cana-4311	17	16	generation	generation	NOUN
cana-4311	17	17	,	,	PUNCT
cana-4311	17	18	making	make	VERB
cana-4311	17	19	efficient	efficient	ADJ
cana-4311	17	20	scheduling	scheduling	NOUN
cana-4311	17	21	and	and	CCONJ
cana-4311	17	22	management	management	NOUN
cana-4311	17	23	essential	essential	ADJ
cana-4311	17	24	[	[	X
cana-4311	17	25	3	3	NUM
cana-4311	17	26	]	]	PUNCT
cana-4311	17	27	.	.	PUNCT
cana-4311	18	1	energy	energy	NOUN
cana-4311	18	2	forecasting	forecasting	NOUN
cana-4311	18	3	methods	method	NOUN
cana-4311	18	4	are	be	AUX
cana-4311	18	5	vital	vital	ADJ
cana-4311	18	6	in	in	ADP
cana-4311	18	7	this	this	DET
cana-4311	18	8	process	process	NOUN
cana-4311	18	9	,	,	PUNCT
cana-4311	18	10	predicting	predict	VERB
cana-4311	18	11	future	future	ADJ
cana-4311	18	12	energy	energy	NOUN
cana-4311	18	13	demands	demand	NOUN
cana-4311	18	14	and	and	CCONJ
cana-4311	18	15	adjusting	adjust	VERB
cana-4311	18	16	supply	supply	NOUN
cana-4311	18	17	accordingly	accordingly	ADV
cana-4311	18	18	.	.	PUNCT
cana-4311	19	1	incorrect	incorrect	ADJ
cana-4311	19	2	predictions	prediction	NOUN
cana-4311	19	3	can	can	AUX
cana-4311	19	4	lead	lead	VERB
cana-4311	19	5	to	to	ADP
cana-4311	19	6	increased	increase	VERB
cana-4311	19	7	costs	cost	NOUN
cana-4311	19	8	and	and	CCONJ
cana-4311	19	9	wasted	waste	VERB
cana-4311	19	10	energy	energy	NOUN
cana-4311	19	11	[	[	X
cana-4311	19	12	4	4	NUM
cana-4311	19	13	]	]	PUNCT
cana-4311	19	14	.	.	PUNCT
cana-4311	20	1	for	for	ADP
cana-4311	20	2	example	example	NOUN
cana-4311	20	3	,	,	PUNCT
cana-4311	20	4	in	in	ADP
cana-4311	20	5	1984	1984	NUM
cana-4311	20	6	,	,	PUNCT
cana-4311	20	7	a	a	DET
cana-4311	20	8	1	1	NUM
cana-4311	20	9	%	%	NOUN
cana-4311	20	10	error	error	NOUN
cana-4311	20	11	in	in	ADP
cana-4311	20	12	energy	energy	NOUN
cana-4311	20	13	forecasting	forecasting	NOUN
cana-4311	20	14	for	for	ADP
cana-4311	20	15	a	a	DET
cana-4311	20	16	uk	uk	PROPN
cana-4311	20	17	residential	residential	ADJ
cana-4311	20	18	building	building	NOUN
cana-4311	20	19	resulted	result	VERB
cana-4311	20	20	in	in	ADP
cana-4311	20	21	a	a	DET
cana-4311	20	22	£	£	SYM
cana-4311	20	23	10	10	NUM
cana-4311	20	24	million	million	NUM
cana-4311	20	25	annual	annual	ADJ
cana-4311	20	26	loss	loss	NOUN
cana-4311	20	27	[	[	X
cana-4311	20	28	5	5	NUM
cana-4311	20	29	]	]	PUNCT
cana-4311	20	30	.	.	PUNCT
cana-4311	21	1	therefore	therefore	ADV
cana-4311	21	2	,	,	PUNCT
cana-4311	21	3	accurate	accurate	ADJ
cana-4311	21	4	demand	demand	NOUN
cana-4311	21	5	forecasting	forecasting	NOUN
cana-4311	21	6	is	be	AUX
cana-4311	21	7	necessary	necessary	ADJ
cana-4311	21	8	for	for	ADP
cana-4311	21	9	effective	effective	ADJ
cana-4311	21	10	decisionmaking	decisionmaking	NOUN
cana-4311	21	11	.	.	PUNCT
cana-4311	22	1	numerous	numerous	ADJ
cana-4311	22	2	forecasting	forecasting	NOUN
cana-4311	22	3	methods	method	NOUN
cana-4311	22	4	are	be	AUX
cana-4311	22	5	already	already	ADV
cana-4311	22	6	being	be	AUX
cana-4311	22	7	applied	apply	VERB
cana-4311	22	8	to	to	ADP
cana-4311	22	9	both	both	CCONJ
cana-4311	22	10	residential	residential	ADJ
cana-4311	22	11	and	and	CCONJ
cana-4311	22	12	industrial	industrial	ADJ
cana-4311	22	13	sectors	sector	NOUN
cana-4311	22	14	[	[	X
cana-4311	22	15	6	6	NUM
cana-4311	22	16	]	]	PUNCT
cana-4311	22	17	.	.	PUNCT
cana-4311	23	1	load	load	NOUN
cana-4311	23	2	forecasting	forecasting	NOUN
cana-4311	23	3	systems	system	NOUN
cana-4311	23	4	are	be	AUX
cana-4311	23	5	utilized	utilize	VERB
cana-4311	23	6	in	in	ADP
cana-4311	23	7	several	several	ADJ
cana-4311	23	8	practical	practical	ADJ
cana-4311	23	9	scenarios	scenario	NOUN
cana-4311	23	10	,	,	PUNCT
cana-4311	23	11	such	such	ADJ
cana-4311	23	12	as	as	ADP
cana-4311	23	13	day	day	NOUN
cana-4311	23	14	-	-	PUNCT
cana-4311	23	15	ahead	ahead	ADV
cana-4311	23	16	residential	residential	ADJ
cana-4311	23	17	forecasting	forecasting	NOUN
cana-4311	23	18	,	,	PUNCT
cana-4311	23	19	which	which	PRON
cana-4311	23	20	helps	help	VERB
cana-4311	23	21	to	to	PART
cana-4311	23	22	optimize	optimize	VERB
cana-4311	23	23	energy	energy	NOUN
cana-4311	23	24	consumption	consumption	NOUN
cana-4311	23	25	from	from	ADP
cana-4311	23	26	smart	smart	ADJ
cana-4311	23	27	grids	grid	NOUN
cana-4311	23	28	[	[	X
cana-4311	23	29	7	7	NUM
cana-4311	23	30	]	]	PUNCT
cana-4311	23	31	.	.	PUNCT
cana-4311	24	1	innovative	innovative	ADJ
cana-4311	24	2	computational	computational	ADJ
cana-4311	24	3	methods	method	NOUN
cana-4311	24	4	in	in	ADP
cana-4311	24	5	load	load	NOUN
cana-4311	24	6	forecasting	forecasting	NOUN
cana-4311	24	7	are	be	AUX
cana-4311	24	8	essential	essential	ADJ
cana-4311	24	9	for	for	ADP
cana-4311	24	10	tackling	tackle	VERB
cana-4311	24	11	the	the	DET
cana-4311	24	12	energy	energy	NOUN
cana-4311	24	13	crisis	crisis	NOUN
cana-4311	24	14	and	and	CCONJ
cana-4311	24	15	promoting	promote	VERB
cana-4311	24	16	environmental	environmental	ADJ
cana-4311	24	17	sustainability	sustainability	NOUN
cana-4311	24	18	[	[	X
cana-4311	24	19	8	8	NUM
cana-4311	24	20	]	]	X
cana-4311	24	21	lstm	lstm	NOUN
cana-4311	24	22	,	,	PUNCT
cana-4311	24	23	a	a	DET
cana-4311	24	24	variant	variant	NOUN
cana-4311	24	25	of	of	ADP
cana-4311	24	26	recurrent	recurrent	ADJ
cana-4311	24	27	neural	neural	ADJ
cana-4311	24	28	networks	network	NOUN
cana-4311	24	29	(	(	PUNCT
cana-4311	24	30	rnns	rnns	PROPN
cana-4311	24	31	)	)	PUNCT
cana-4311	24	32	,	,	PUNCT
cana-4311	24	33	is	be	AUX
cana-4311	24	34	widely	widely	ADV
cana-4311	24	35	employed	employ	VERB
cana-4311	24	36	not	not	PART
cana-4311	24	37	just	just	ADV
cana-4311	24	38	in	in	ADP
cana-4311	24	39	energy	energy	NOUN
cana-4311	24	40	forecasting	forecasting	NOUN
cana-4311	24	41	but	but	CCONJ
cana-4311	24	42	also	also	ADV
cana-4311	24	43	in	in	ADP
cana-4311	24	44	various	various	ADJ
cana-4311	24	45	computer	computer	NOUN
cana-4311	24	46	vision	vision	NOUN
cana-4311	24	47	tasks	task	NOUN
cana-4311	24	48	,	,	PUNCT
cana-4311	24	49	including	include	VERB
cana-4311	24	50	video	video	NOUN
cana-4311	24	51	analysis	analysis	NOUN
cana-4311	24	52	[	[	X
cana-4311	24	53	9	9	NUM
cana-4311	24	54	]	]	PUNCT
cana-4311	24	55	.	.	PUNCT
cana-4311	25	1	furthermore	furthermore	ADV
cana-4311	25	2	,	,	PUNCT
cana-4311	25	3	hybrid	hybrid	ADJ
cana-4311	25	4	methodologies	methodology	NOUN
cana-4311	25	5	that	that	PRON
cana-4311	25	6	combine	combine	VERB
cana-4311	25	7	fuzzy	fuzzy	ADJ
cana-4311	25	8	neural	neural	ADJ
cana-4311	25	9	systems	system	NOUN
cana-4311	25	10	with	with	ADP
cana-4311	25	11	genetic	genetic	ADJ
cana-4311	25	12	algorithms	algorithm	NOUN
cana-4311	25	13	are	be	AUX
cana-4311	25	14	commonly	commonly	ADV
cana-4311	25	15	found	find	VERB
cana-4311	25	16	in	in	ADP
cana-4311	25	17	energy	energy	NOUN
cana-4311	25	18	forecasting	forecasting	NOUN
cana-4311	25	19	research	research	NOUN
cana-4311	25	20	[	[	X
cana-4311	25	21	10	10	NUM
cana-4311	25	22	]	]	PUNCT
cana-4311	25	23	.	.	PUNCT
cana-4311	26	1	for	for	ADP
cana-4311	26	2	instance	instance	NOUN
cana-4311	26	3	,	,	PUNCT
cana-4311	26	4	kim	kim	PROPN
cana-4311	26	5	and	and	CCONJ
cana-4311	26	6	cho	cho	PROPN
cana-4311	26	7	explored	explore	VERB
cana-4311	26	8	how	how	SCONJ
cana-4311	26	9	to	to	PART
cana-4311	26	10	integrate	integrate	VERB
cana-4311	26	11	spatial	spatial	ADJ
cana-4311	26	12	and	and	CCONJ
cana-4311	26	13	temporal	temporal	ADJ
cana-4311	26	14	features	feature	NOUN
cana-4311	26	15	for	for	ADP
cana-4311	26	16	predicting	predict	VERB
cana-4311	26	17	energy	energy	NOUN
cana-4311	26	18	use	use	NOUN
cana-4311	26	19	in	in	ADP
cana-4311	26	20	residential	residential	ADJ
cana-4311	26	21	settings	setting	NOUN
cana-4311	26	22	[	[	X
cana-4311	26	23	11	11	NUM
cana-4311	26	24	]	]	PUNCT
cana-4311	26	25	.	.	PUNCT
cana-4311	27	1	they	they	PRON
cana-4311	27	2	demonstrated	demonstrate	VERB
cana-4311	27	3	the	the	DET
cana-4311	27	4	superiority	superiority	NOUN
cana-4311	27	5	of	of	ADP
cana-4311	27	6	convolutional	convolutional	ADJ
cana-4311	27	7	neural	neural	ADJ
cana-4311	27	8	networks	network	NOUN
cana-4311	27	9	(	(	PUNCT
cana-4311	27	10	cnns	cnns	PROPN
cana-4311	27	11	)	)	PUNCT
cana-4311	27	12	in	in	ADP
cana-4311	27	13	extracting	extract	VERB
cana-4311	27	14	key	key	ADJ
cana-4311	27	15	features	feature	NOUN
cana-4311	27	16	influencing	influence	VERB
cana-4311	27	17	energy	energy	NOUN
cana-4311	27	18	predictions	prediction	NOUN
cana-4311	27	19	,	,	PUNCT
cana-4311	27	20	significantly	significantly	ADV
cana-4311	27	21	reducing	reduce	VERB
cana-4311	27	22	error	error	NOUN
cana-4311	27	23	rates	rate	NOUN
cana-4311	27	24	in	in	ADP
cana-4311	27	25	household	household	NOUN
cana-4311	27	26	power	power	NOUN
cana-4311	27	27	consumption	consumption	NOUN
cana-4311	27	28	datasets	dataset	NOUN
cana-4311	27	29	[	[	X
cana-4311	27	30	12	12	NUM
cana-4311	27	31	]	]	PUNCT
cana-4311	27	32	.	.	PUNCT
cana-4311	28	1	despite	despite	SCONJ
cana-4311	28	2	extensive	extensive	ADJ
cana-4311	28	3	research	research	NOUN
cana-4311	28	4	,	,	PUNCT
cana-4311	28	5	several	several	ADJ
cana-4311	28	6	challenges	challenge	NOUN
cana-4311	28	7	remain	remain	VERB
cana-4311	28	8	in	in	ADP
cana-4311	28	9	the	the	DET
cana-4311	28	10	field	field	NOUN
cana-4311	28	11	of	of	ADP
cana-4311	28	12	load	load	NOUN
cana-4311	28	13	forecasting	forecast	VERB
cana-4311	28	14	[	[	X
cana-4311	28	15	13	13	NUM
cana-4311	28	16	]	]	PUNCT
cana-4311	28	17	.	.	PUNCT
cana-4311	29	1	achieving	achieve	VERB
cana-4311	29	2	precise	precise	ADJ
cana-4311	29	3	forecasting	forecasting	NOUN
cana-4311	29	4	accuracy	accuracy	NOUN
cana-4311	29	5	remains	remain	VERB
cana-4311	29	6	one	one	NUM
cana-4311	29	7	of	of	ADP
cana-4311	29	8	the	the	DET
cana-4311	29	9	most	most	ADV
cana-4311	29	10	significant	significant	ADJ
cana-4311	29	11	challenges	challenge	NOUN
cana-4311	29	12	[	[	X
cana-4311	29	13	14	14	NUM
cana-4311	29	14	]	]	PUNCT
cana-4311	29	15	.	.	PUNCT
cana-4311	30	1	iot	iot	PROPN
cana-4311	30	2	devices	device	NOUN
cana-4311	30	3	,	,	PUNCT
cana-4311	30	4	even	even	ADV
cana-4311	30	5	with	with	ADP
cana-4311	30	6	limited	limited	ADJ
cana-4311	30	7	resources	resource	NOUN
cana-4311	30	8	,	,	PUNCT
cana-4311	30	9	have	have	AUX
cana-4311	30	10	shown	show	VERB
cana-4311	30	11	promising	promising	ADJ
cana-4311	30	12	results	result	NOUN
cana-4311	30	13	in	in	ADP
cana-4311	30	14	areas	area	NOUN
cana-4311	30	15	like	like	ADP
cana-4311	30	16	video	video	NOUN
cana-4311	30	17	analytics	analytic	NOUN
cana-4311	30	18	and	and	CCONJ
cana-4311	30	19	healthcare	healthcare	PROPN
cana-4311	30	20	.	.	PUNCT
cana-4311	31	1	a	a	DET
cana-4311	31	2	major	major	ADJ
cana-4311	31	3	challenge	challenge	NOUN
cana-4311	31	4	in	in	ADP
cana-4311	31	5	forecasting	forecasting	NOUN
cana-4311	31	6	methods	method	NOUN
cana-4311	31	7	,	,	PUNCT
cana-4311	31	8	particularly	particularly	ADV
cana-4311	31	9	for	for	ADP
cana-4311	31	10	short	short	ADJ
cana-4311	31	11	-	-	PUNCT
cana-4311	31	12	term	term	NOUN
cana-4311	31	13	load	load	NOUN
cana-4311	31	14	forecasting	forecasting	NOUN
cana-4311	31	15	(	(	PUNCT
cana-4311	31	16	stlf	stlf	NOUN
cana-4311	31	17	)	)	PUNCT
cana-4311	31	18	,	,	PUNCT
cana-4311	31	19	is	be	AUX
cana-4311	31	20	reducing	reduce	VERB
cana-4311	31	21	time	time	NOUN
cana-4311	31	22	complexity	complexity	NOUN
cana-4311	31	23	[	[	X
cana-4311	31	24	15	15	NUM
cana-4311	31	25	]	]	PUNCT
cana-4311	31	26	.	.	PUNCT
cana-4311	32	1	although	although	SCONJ
cana-4311	32	2	cloud	cloud	NOUN
cana-4311	32	3	and	and	CCONJ
cana-4311	32	4	fog	fog	NOUN
cana-4311	32	5	computing	computing	NOUN
cana-4311	32	6	hold	hold	VERB
cana-4311	32	7	significant	significant	ADJ
cana-4311	32	8	promise	promise	NOUN
cana-4311	32	9	for	for	ADP
cana-4311	32	10	facilitate	facilitate	ADJ
cana-4311	32	11	real	real	ADJ
cana-4311	32	12	-	-	PUNCT
cana-4311	32	13	time	time	NOUN
cana-4311	32	14	decision	decision	NOUN
cana-4311	32	15	-	-	PUNCT
cana-4311	32	16	making	making	NOUN
cana-4311	32	17	,	,	PUNCT
cana-4311	32	18	such	such	ADJ
cana-4311	32	19	as	as	ADP
cana-4311	32	20	detecting	detect	VERB
cana-4311	32	21	abnormal	abnormal	ADJ
cana-4311	32	22	energy	energy	NOUN
cana-4311	32	23	using	use	VERB
cana-4311	32	24	in	in	ADP
cana-4311	32	25	this	this	DET
cana-4311	32	26	domain	domain	NOUN
cana-4311	32	27	is	be	AUX
cana-4311	32	28	still	still	ADV
cana-4311	32	29	limited	limit	VERB
cana-4311	32	30	[	[	X
cana-4311	32	31	16	16	NUM
cana-4311	32	32	]	]	PUNCT
cana-4311	32	33	.	.	PUNCT
cana-4311	33	1	moreover	moreover	ADV
cana-4311	33	2	,	,	PUNCT
cana-4311	33	3	machine	machine	NOUN
cana-4311	33	4	learning	learning	NOUN
cana-4311	33	5	has	have	AUX
cana-4311	33	6	become	become	VERB
cana-4311	33	7	crucial	crucial	ADJ
cana-4311	33	8	in	in	ADP
cana-4311	33	9	various	various	ADJ
cana-4311	33	10	iot	iot	ADJ
cana-4311	33	11	and	and	CCONJ
cana-4311	33	12	mobile	mobile	ADJ
cana-4311	33	13	applications	application	NOUN
cana-4311	33	14	,	,	PUNCT
cana-4311	33	15	effectively	effectively	ADV
cana-4311	33	16	extracting	extract	VERB
cana-4311	33	17	valuable	valuable	ADJ
cana-4311	33	18	insights	insight	NOUN
cana-4311	33	19	from	from	ADP
cana-4311	33	20	numerous	numerous	ADJ
cana-4311	33	21	sensors	sensor	NOUN
cana-4311	33	22	and	and	CCONJ
cana-4311	33	23	scattered	scatter	VERB
cana-4311	33	24	data	datum	NOUN
cana-4311	33	25	in	in	ADP
cana-4311	33	26	the	the	DET
cana-4311	33	27	physical	physical	ADJ
cana-4311	33	28	world	world	NOUN
cana-4311	34	1	[	[	X
cana-4311	34	2	17	17	NUM
cana-4311	34	3	]	]	PUNCT
cana-4311	34	4	.	.	PUNCT
cana-4311	35	1	this	this	DET
cana-4311	35	2	technology	technology	NOUN
cana-4311	35	3	excels	excel	VERB
cana-4311	35	4	at	at	ADP
cana-4311	35	5	managing	manage	VERB
cana-4311	35	6	large	large	ADJ
cana-4311	35	7	,	,	PUNCT
cana-4311	35	8	noisy	noisy	ADJ
cana-4311	35	9	datasets	dataset	NOUN
cana-4311	35	10	to	to	PART
cana-4311	35	11	derive	derive	VERB
cana-4311	35	12	actionable	actionable	ADJ
cana-4311	35	13	information	information	NOUN
cana-4311	35	14	,	,	PUNCT
cana-4311	35	15	which	which	PRON
cana-4311	35	16	is	be	AUX
cana-4311	35	17	essential	essential	ADJ
cana-4311	35	18	for	for	ADP
cana-4311	35	19	the	the	DET
cana-4311	35	20	development	development	NOUN
cana-4311	35	21	of	of	ADP
cana-4311	35	22	future	future	ADJ
cana-4311	35	23	iot	iot	NOUN
cana-4311	35	24	devices	device	NOUN
cana-4311	35	25	and	and	CCONJ
cana-4311	35	26	services	service	NOUN
cana-4311	35	27	[	[	X
cana-4311	35	28	18	18	NUM
cana-4311	35	29	]	]	PUNCT
cana-4311	35	30	.	.	PUNCT
cana-4311	36	1	figure	figure	NOUN
cana-4311	36	2	1	1	NUM
cana-4311	36	3	illustrates	illustrate	VERB
cana-4311	36	4	iot	iot	ADJ
cana-4311	36	5	applications	application	NOUN
cana-4311	36	6	in	in	ADP
cana-4311	36	7	various	various	ADJ
cana-4311	36	8	fields	field	NOUN
cana-4311	36	9	.	.	PUNCT
cana-4311	37	1	fig	fig	NOUN
cana-4311	37	2	1	1	NUM
cana-4311	37	3	:	:	PUNCT
cana-4311	37	4	internet	internet	NOUN
cana-4311	37	5	of	of	ADP
cana-4311	37	6	things	thing	NOUN
cana-4311	37	7	applications	application	NOUN
cana-4311	37	8	communications	communication	NOUN
cana-4311	37	9	on	on	ADP
cana-4311	37	10	applied	apply	VERB
cana-4311	37	11	nonlinear	nonlinear	ADJ
cana-4311	37	12	analysis	analysis	NOUN
cana-4311	37	13	issn	issn	NOUN
cana-4311	37	14	:	:	PUNCT
cana-4311	37	15	1074	1074	NUM
cana-4311	37	16	-	-	PUNCT
cana-4311	37	17	133x	133x	NUM
cana-4311	37	18	vol	vol	NOUN
cana-4311	37	19	32	32	NUM
cana-4311	38	1	no	no	NOUN
cana-4311	38	2	.	.	PUNCT
cana-4311	39	1	9s	9s	NUM
cana-4311	39	2	(	(	PUNCT
cana-4311	39	3	2025	2025	NUM
cana-4311	39	4	)	)	PUNCT
cana-4311	39	5	1782	1782	NUM
cana-4311	40	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-4311	40	2	additionally	additionally	ADV
cana-4311	40	3	,	,	PUNCT
cana-4311	40	4	iot	iot	PROPN
cana-4311	40	5	is	be	AUX
cana-4311	40	6	vital	vital	ADJ
cana-4311	40	7	in	in	ADP
cana-4311	40	8	contemporary	contemporary	ADJ
cana-4311	40	9	industries	industry	NOUN
cana-4311	40	10	,	,	PUNCT
cana-4311	40	11	as	as	SCONJ
cana-4311	40	12	it	it	PRON
cana-4311	40	13	enhances	enhance	VERB
cana-4311	40	14	automation	automation	NOUN
cana-4311	40	15	and	and	CCONJ
cana-4311	40	16	helps	help	VERB
cana-4311	40	17	lower	low	ADJ
cana-4311	40	18	operational	operational	ADJ
cana-4311	40	19	costs	cost	NOUN
cana-4311	40	20	.	.	PUNCT
cana-4311	41	1	by	by	ADP
cana-4311	41	2	incorporating	incorporate	VERB
cana-4311	41	3	iot	iot	ADJ
cana-4311	41	4	sensors	sensor	NOUN
cana-4311	41	5	into	into	ADP
cana-4311	41	6	industrial	industrial	ADJ
cana-4311	41	7	processes	process	NOUN
cana-4311	41	8	,	,	PUNCT
cana-4311	41	9	operators	operator	NOUN
cana-4311	41	10	can	can	AUX
cana-4311	41	11	achieve	achieve	VERB
cana-4311	41	12	near	near	ADP
cana-4311	41	13	real	real	ADJ
cana-4311	41	14	-	-	PUNCT
cana-4311	41	15	time	time	NOUN
cana-4311	41	16	monitoring	monitoring	NOUN
cana-4311	41	17	of	of	ADP
cana-4311	41	18	equipment	equipment	NOUN
cana-4311	41	19	with	with	ADP
cana-4311	41	20	improved	improved	ADJ
cana-4311	41	21	reliability	reliability	NOUN
cana-4311	41	22	[	[	X
cana-4311	41	23	20	20	NUM
cana-4311	41	24	]	]	PUNCT
cana-4311	41	25	.	.	PUNCT
cana-4311	42	1	research	research	NOUN
cana-4311	42	2	aimed	aim	VERB
cana-4311	42	3	at	at	ADP
cana-4311	42	4	creating	create	VERB
cana-4311	42	5	an	an	DET
cana-4311	42	6	eiot	eiot	NOUN
cana-4311	42	7	applications	application	NOUN
cana-4311	42	8	,	,	PUNCT
cana-4311	42	9	particularly	particularly	ADV
cana-4311	42	10	through	through	ADP
cana-4311	42	11	the	the	DET
cana-4311	42	12	use	use	NOUN
cana-4311	42	13	of	of	ADP
cana-4311	42	14	deep	deep	ADJ
cana-4311	42	15	learning	learning	NOUN
cana-4311	42	16	techniques	technique	NOUN
cana-4311	42	17	like	like	ADP
cana-4311	42	18	bayesian	bayesian	NOUN
cana-4311	42	19	neural	neural	ADJ
cana-4311	42	20	networks	network	NOUN
cana-4311	42	21	(	(	PUNCT
cana-4311	42	22	bnn	bnn	NOUN
cana-4311	42	23	)	)	PUNCT
cana-4311	42	24	and	and	CCONJ
cana-4311	42	25	the	the	DET
cana-4311	42	26	dragonfly	dragonfly	NOUN
cana-4311	42	27	algorithm	algorithm	NOUN
cana-4311	42	28	.	.	PUNCT
cana-4311	43	1	key	key	ADJ
cana-4311	43	2	contributions	contribution	NOUN
cana-4311	43	3	include	include	VERB
cana-4311	43	4	:	:	PUNCT
cana-4311	43	5	➢	➢	VERB
cana-4311	43	6	the	the	DET
cana-4311	43	7	proposed	propose	VERB
cana-4311	43	8	approach	approach	NOUN
cana-4311	43	9	reduces	reduce	VERB
cana-4311	43	10	energy	energy	NOUN
cana-4311	43	11	consumption	consumption	NOUN
cana-4311	43	12	by	by	ADP
cana-4311	43	13	utilizing	utilize	VERB
cana-4311	43	14	a	a	DET
cana-4311	43	15	combination	combination	NOUN
cana-4311	43	16	of	of	ADP
cana-4311	43	17	bayesian	bayesian	NOUN
cana-4311	43	18	neural	neural	ADJ
cana-4311	43	19	networks	network	NOUN
cana-4311	43	20	and	and	CCONJ
cana-4311	43	21	the	the	DET
cana-4311	43	22	dragonfly	dragonfly	NOUN
cana-4311	43	23	algorithm	algorithm	NOUN
cana-4311	43	24	.	.	PUNCT
cana-4311	44	1	➢	➢	VERB
cana-4311	44	2	the	the	DET
cana-4311	44	3	research	research	NOUN
cana-4311	44	4	highlights	highlight	NOUN
cana-4311	44	5	how	how	SCONJ
cana-4311	44	6	the	the	DET
cana-4311	44	7	integration	integration	NOUN
cana-4311	44	8	of	of	ADP
cana-4311	44	9	bnn	bnn	PROPN
cana-4311	44	10	and	and	CCONJ
cana-4311	44	11	the	the	DET
cana-4311	44	12	dragonfly	dragonfly	NOUN
cana-4311	44	13	algorithm	algorithm	NOUN
cana-4311	44	14	creates	create	VERB
cana-4311	44	15	a	a	DET
cana-4311	44	16	highly	highly	ADV
cana-4311	44	17	adaptable	adaptable	ADJ
cana-4311	44	18	system	system	NOUN
cana-4311	44	19	,	,	PUNCT
cana-4311	44	20	capable	capable	ADJ
cana-4311	44	21	of	of	ADP
cana-4311	44	22	adjusting	adjust	VERB
cana-4311	44	23	to	to	ADP
cana-4311	44	24	various	various	ADJ
cana-4311	44	25	environmental	environmental	ADJ
cana-4311	44	26	conditions	condition	NOUN
cana-4311	44	27	,	,	PUNCT
cana-4311	44	28	ensuring	ensure	VERB
cana-4311	44	29	optimal	optimal	ADJ
cana-4311	44	30	energy	energy	NOUN
cana-4311	44	31	efficiency	efficiency	NOUN
cana-4311	44	32	in	in	ADP
cana-4311	44	33	a	a	DET
cana-4311	44	34	range	range	NOUN
cana-4311	44	35	of	of	ADP
cana-4311	44	36	scenarios	scenario	NOUN
cana-4311	44	37	.	.	PUNCT
cana-4311	45	1	➢	➢	VERB
cana-4311	45	2	the	the	DET
cana-4311	45	3	study	study	NOUN
cana-4311	45	4	evaluates	evaluate	VERB
cana-4311	45	5	its	its	PRON
cana-4311	45	6	results	result	NOUN
cana-4311	45	7	by	by	ADP
cana-4311	45	8	comparing	compare	VERB
cana-4311	45	9	them	they	PRON
cana-4311	45	10	with	with	ADP
cana-4311	45	11	existing	exist	VERB
cana-4311	45	12	methods	method	NOUN
cana-4311	45	13	,	,	PUNCT
cana-4311	45	14	using	use	VERB
cana-4311	45	15	metrics	metric	NOUN
cana-4311	45	16	such	such	ADJ
cana-4311	45	17	as	as	ADP
cana-4311	45	18	mse	mse	NOUN
cana-4311	45	19	,	,	PUNCT
cana-4311	45	20	mape	mape	NOUN
cana-4311	45	21	,	,	PUNCT
cana-4311	45	22	rmse	rmse	NOUN
cana-4311	45	23	,	,	PUNCT
cana-4311	45	24	and	and	CCONJ
cana-4311	45	25	mae	mae	PROPN
cana-4311	45	26	.	.	PROPN
cana-4311	46	1	in	in	ADP
cana-4311	46	2	summary	summary	NOUN
cana-4311	46	3	,	,	PUNCT
cana-4311	46	4	this	this	DET
cana-4311	46	5	research	research	NOUN
cana-4311	46	6	makes	make	VERB
cana-4311	46	7	meaningful	meaningful	ADJ
cana-4311	46	8	contributions	contribution	NOUN
cana-4311	46	9	to	to	ADP
cana-4311	46	10	the	the	DET
cana-4311	46	11	intelligent	intelligent	ADJ
cana-4311	46	12	and	and	CCONJ
cana-4311	46	13	energy	energy	NOUN
cana-4311	46	14	-	-	PUNCT
cana-4311	46	15	efficient	efficient	ADJ
cana-4311	46	16	design	design	NOUN
cana-4311	46	17	of	of	ADP
cana-4311	46	18	micro	micro	PROPN
cana-4311	46	19	electric	electric	PROPN
cana-4311	46	20	iot	iot	PROPN
cana-4311	46	21	applications	application	NOUN
cana-4311	46	22	by	by	ADP
cana-4311	46	23	incorporating	incorporate	VERB
cana-4311	46	24	cutting	cutting	NOUN
cana-4311	46	25	-	-	PUNCT
cana-4311	46	26	edge	edge	NOUN
cana-4311	46	27	deep	deep	ADJ
cana-4311	46	28	learning	learning	NOUN
cana-4311	46	29	techniques	technique	NOUN
cana-4311	46	30	.	.	PUNCT
cana-4311	47	1	2	2	X
cana-4311	47	2	.	.	X
cana-4311	47	3	related	relate	VERB
cana-4311	47	4	works	work	NOUN
cana-4311	47	5	r.a	r.a	PROPN
cana-4311	47	6	.	.	PROPN
cana-4311	47	7	khalil	khalil	PROPN
cana-4311	47	8	et	et	PROPN
cana-4311	47	9	al	al	PROPN
cana-4311	47	10	.	.	PUNCT
cana-4311	48	1	[	[	X
cana-4311	48	2	21	21	NUM
cana-4311	48	3	]	]	PUNCT
cana-4311	48	4	proposed	propose	VERB
cana-4311	48	5	the	the	DET
cana-4311	48	6	role	role	NOUN
cana-4311	48	7	of	of	ADP
cana-4311	48	8	deep	deep	ADJ
cana-4311	48	9	learning	learning	NOUN
cana-4311	48	10	(	(	PUNCT
cana-4311	48	11	dl	dl	NOUN
cana-4311	48	12	)	)	PUNCT
cana-4311	48	13	within	within	ADP
cana-4311	48	14	the	the	DET
cana-4311	48	15	internet	internet	NOUN
cana-4311	48	16	of	of	ADP
cana-4311	48	17	things	thing	NOUN
cana-4311	48	18	(	(	PUNCT
cana-4311	48	19	iot	iot	NOUN
cana-4311	48	20	)	)	PUNCT
cana-4311	48	21	landscape	landscape	NOUN
cana-4311	48	22	.	.	PUNCT
cana-4311	49	1	the	the	DET
cana-4311	49	2	authors	author	NOUN
cana-4311	49	3	highlight	highlight	VERB
cana-4311	49	4	use	use	NOUN
cana-4311	49	5	cases	case	NOUN
cana-4311	49	6	of	of	ADP
cana-4311	49	7	dl	dl	PROPN
cana-4311	49	8	in	in	ADP
cana-4311	49	9	industrial	industrial	ADJ
cana-4311	49	10	iot	iot	NOUN
cana-4311	49	11	(	(	PUNCT
cana-4311	49	12	iiot	iiot	NOUN
cana-4311	49	13	)	)	PUNCT
cana-4311	49	14	,	,	PUNCT
cana-4311	49	15	focusing	focus	VERB
cana-4311	49	16	on	on	ADP
cana-4311	49	17	smart	smart	ADJ
cana-4311	49	18	manufacturing	manufacturing	NOUN
cana-4311	49	19	,	,	PUNCT
cana-4311	49	20	metering	metering	NOUN
cana-4311	49	21	,	,	PUNCT
cana-4311	49	22	and	and	CCONJ
cana-4311	49	23	agriculture	agriculture	NOUN
cana-4311	49	24	.	.	PUNCT
cana-4311	50	1	they	they	PRON
cana-4311	50	2	also	also	ADV
cana-4311	50	3	identify	identify	VERB
cana-4311	50	4	challenges	challenge	NOUN
cana-4311	50	5	in	in	ADP
cana-4311	50	6	designing	design	VERB
cana-4311	50	7	and	and	CCONJ
cana-4311	50	8	implementing	implement	VERB
cana-4311	50	9	dl	dl	PROPN
cana-4311	50	10	-	-	PUNCT
cana-4311	50	11	iiot	iiot	NOUN
cana-4311	50	12	systems	system	NOUN
cana-4311	50	13	and	and	CCONJ
cana-4311	50	14	propose	propose	VERB
cana-4311	50	15	future	future	ADJ
cana-4311	50	16	research	research	NOUN
cana-4311	50	17	directions	direction	NOUN
cana-4311	50	18	to	to	PART
cana-4311	50	19	stimulate	stimulate	VERB
cana-4311	50	20	further	further	ADJ
cana-4311	50	21	inquiry	inquiry	NOUN
cana-4311	50	22	in	in	ADP
cana-4311	50	23	this	this	DET
cana-4311	50	24	area	area	NOUN
cana-4311	50	25	.	.	PUNCT
cana-4311	51	1	r.	r.	PROPN
cana-4311	51	2	han	han	PROPN
cana-4311	51	3	et	et	PROPN
cana-4311	51	4	al	al	PROPN
cana-4311	51	5	.	.	PUNCT
cana-4311	52	1	[	[	X
cana-4311	52	2	22	22	NUM
cana-4311	52	3	]	]	PUNCT
cana-4311	52	4	developed	develop	VERB
cana-4311	52	5	a	a	DET
cana-4311	52	6	framework	framework	NOUN
cana-4311	52	7	enabling	enable	VERB
cana-4311	52	8	edge	edge	NOUN
cana-4311	52	9	devices	device	NOUN
cana-4311	52	10	to	to	PART
cana-4311	52	11	connect	connect	VERB
cana-4311	52	12	with	with	ADP
cana-4311	52	13	a	a	DET
cana-4311	52	14	cloud	cloud	ADJ
cana-4311	52	15	server	server	NOUN
cana-4311	52	16	in	in	ADP
cana-4311	52	17	an	an	DET
cana-4311	52	18	iot	iot	NOUN
cana-4311	52	19	network	network	NOUN
cana-4311	52	20	.	.	PUNCT
cana-4311	53	1	their	their	PRON
cana-4311	53	2	approach	approach	NOUN
cana-4311	53	3	includes	include	VERB
cana-4311	53	4	preprocessing	preprocesse	VERB
cana-4311	53	5	methods	method	NOUN
cana-4311	53	6	to	to	PART
cana-4311	53	7	handle	handle	VERB
cana-4311	53	8	various	various	ADJ
cana-4311	53	9	electricity	electricity	NOUN
cana-4311	53	10	data	datum	NOUN
cana-4311	53	11	types	type	NOUN
cana-4311	53	12	and	and	CCONJ
cana-4311	53	13	implements	implement	VERB
cana-4311	53	14	a	a	DET
cana-4311	53	15	decision	decision	NOUN
cana-4311	53	16	-	-	PUNCT
cana-4311	53	17	making	make	VERB
cana-4311	53	18	algorithm	algorithm	NOUN
cana-4311	53	19	for	for	ADP
cana-4311	53	20	short	short	ADJ
cana-4311	53	21	-	-	PUNCT
cana-4311	53	22	term	term	NOUN
cana-4311	53	23	forecasting	forecasting	NOUN
cana-4311	53	24	,	,	PUNCT
cana-4311	53	25	which	which	PRON
cana-4311	53	26	was	be	AUX
cana-4311	53	27	evaluated	evaluate	VERB
cana-4311	53	28	on	on	ADP
cana-4311	53	29	resource	resource	NOUN
cana-4311	53	30	-	-	PUNCT
cana-4311	53	31	constrained	constrain	VERB
cana-4311	53	32	devices	device	NOUN
cana-4311	53	33	.	.	PUNCT
cana-4311	54	1	the	the	DET
cana-4311	54	2	results	result	NOUN
cana-4311	54	3	showed	show	VERB
cana-4311	54	4	a	a	DET
cana-4311	54	5	reduction	reduction	NOUN
cana-4311	54	6	in	in	ADP
cana-4311	54	7	both	both	CCONJ
cana-4311	54	8	residential	residential	ADJ
cana-4311	54	9	and	and	CCONJ
cana-4311	54	10	commercial	commercial	ADJ
cana-4311	54	11	datasets	dataset	NOUN
cana-4311	54	12	.	.	PUNCT
cana-4311	55	1	x.	x.	PROPN
cana-4311	55	2	wang	wang	PROPN
cana-4311	55	3	et	et	PROPN
cana-4311	55	4	al	al	PROPN
cana-4311	55	5	.	.	PUNCT
cana-4311	56	1	[	[	X
cana-4311	56	2	23	23	NUM
cana-4311	56	3	]	]	PUNCT
cana-4311	56	4	conducted	conduct	VERB
cana-4311	56	5	a	a	DET
cana-4311	56	6	thorough	thorough	ADJ
cana-4311	56	7	examination	examination	NOUN
cana-4311	56	8	of	of	ADP
cana-4311	56	9	energy	energy	NOUN
cana-4311	56	10	efficiency	efficiency	NOUN
cana-4311	56	11	across	across	ADP
cana-4311	56	12	different	different	ADJ
cana-4311	56	13	processor	processor	NOUN
cana-4311	56	14	cores	core	NOUN
cana-4311	56	15	,	,	PUNCT
cana-4311	56	16	focusing	focus	VERB
cana-4311	56	17	on	on	ADP
cana-4311	56	18	optimizations	optimization	NOUN
cana-4311	56	19	for	for	ADP
cana-4311	56	20	varying	vary	VERB
cana-4311	56	21	network	network	NOUN
cana-4311	56	22	sizes	size	NOUN
cana-4311	56	23	.	.	PUNCT
cana-4311	57	1	their	their	PRON
cana-4311	57	2	study	study	NOUN
cana-4311	57	3	evaluated	evaluate	VERB
cana-4311	57	4	parallel	parallel	ADJ
cana-4311	57	5	speedups	speedup	NOUN
cana-4311	57	6	and	and	CCONJ
cana-4311	57	7	identified	identify	VERB
cana-4311	57	8	performance	performance	NOUN
cana-4311	57	9	degradation	degradation	NOUN
cana-4311	57	10	resulting	result	VERB
cana-4311	57	11	from	from	ADP
cana-4311	57	12	overhead	overhead	ADJ
cana-4311	57	13	and	and	CCONJ
cana-4311	57	14	memory	memory	NOUN
cana-4311	57	15	transfers	transfer	NOUN
cana-4311	57	16	.	.	PUNCT
cana-4311	58	1	experimental	experimental	ADJ
cana-4311	58	2	tests	test	NOUN
cana-4311	58	3	with	with	ADP
cana-4311	58	4	a	a	DET
cana-4311	58	5	self	self	NOUN
cana-4311	58	6	-	-	PUNCT
cana-4311	58	7	sustaining	sustain	VERB
cana-4311	58	8	wearable	wearable	ADJ
cana-4311	58	9	multisensor	multisensor	NOUN
cana-4311	58	10	bracelet	bracelet	NOUN
cana-4311	58	11	achieved	achieve	VERB
cana-4311	58	12	microsecond	microsecond	NOUN
cana-4311	58	13	-	-	PUNCT
cana-4311	58	14	level	level	NOUN
cana-4311	58	15	latency	latency	NOUN
cana-4311	58	16	with	with	ADP
cana-4311	58	17	power	power	NOUN
cana-4311	58	18	consumption	consumption	NOUN
cana-4311	58	19	around	around	ADP
cana-4311	58	20	a	a	DET
cana-4311	58	21	few	few	ADJ
cana-4311	58	22	milliwatts	milliwatt	NOUN
cana-4311	58	23	.	.	PUNCT
cana-4311	59	1	s.	s.	PROPN
cana-4311	59	2	zhu	zhu	PROPN
cana-4311	59	3	et	et	PROPN
cana-4311	59	4	al	al	PROPN
cana-4311	59	5	.	.	PUNCT
cana-4311	60	1	[	[	X
cana-4311	60	2	24	24	NUM
cana-4311	60	3	]	]	PUNCT
cana-4311	60	4	presented	present	VERB
cana-4311	60	5	an	an	DET
cana-4311	60	6	intelligent	intelligent	ADJ
cana-4311	60	7	edge	edge	NOUN
cana-4311	60	8	computing	compute	VERB
cana-4311	60	9	framework	framework	NOUN
cana-4311	60	10	featuring	feature	VERB
cana-4311	60	11	a	a	DET
cana-4311	60	12	heterogeneous	heterogeneous	ADJ
cana-4311	60	13	architecture	architecture	NOUN
cana-4311	60	14	designed	design	VERB
cana-4311	60	15	to	to	PART
cana-4311	60	16	offload	offload	VERB
cana-4311	60	17	ai	ai	VERB
cana-4311	60	18	tasks	task	NOUN
cana-4311	60	19	from	from	ADP
cana-4311	60	20	servers	server	NOUN
cana-4311	60	21	.	.	PUNCT
cana-4311	61	1	to	to	PART
cana-4311	61	2	enhance	enhance	VERB
cana-4311	61	3	energy	energy	NOUN
cana-4311	61	4	efficiency	efficiency	NOUN
cana-4311	61	5	across	across	ADP
cana-4311	61	6	computing	compute	VERB
cana-4311	61	7	resources	resource	NOUN
cana-4311	61	8	,	,	PUNCT
cana-4311	61	9	they	they	PRON
cana-4311	61	10	introduced	introduce	VERB
cana-4311	61	11	a	a	DET
cana-4311	61	12	novel	novel	ADJ
cana-4311	61	13	algorithm	algorithm	NOUN
cana-4311	61	14	for	for	ADP
cana-4311	61	15	ai	ai	PROPN
cana-4311	61	16	task	task	NOUN
cana-4311	61	17	scheduling	scheduling	NOUN
cana-4311	61	18	.	.	PUNCT
cana-4311	62	1	their	their	PRON
cana-4311	62	2	findings	finding	NOUN
cana-4311	62	3	,	,	PUNCT
cana-4311	62	4	validated	validate	VERB
cana-4311	62	5	through	through	ADP
cana-4311	62	6	a	a	DET
cana-4311	62	7	small	small	ADJ
cana-4311	62	8	-	-	PUNCT
cana-4311	62	9	scale	scale	NOUN
cana-4311	62	10	testbed	testbed	NOUN
cana-4311	62	11	,	,	PUNCT
cana-4311	62	12	indicated	indicate	VERB
cana-4311	62	13	that	that	SCONJ
cana-4311	62	14	the	the	DET
cana-4311	62	15	ai	ai	ADJ
cana-4311	62	16	-	-	PUNCT
cana-4311	62	17	driven	drive	VERB
cana-4311	62	18	iiot	iiot	NOUN
cana-4311	62	19	applications	application	NOUN
cana-4311	62	20	achieved	achieve	VERB
cana-4311	62	21	significant	significant	ADJ
cana-4311	62	22	energy	energy	NOUN
cana-4311	62	23	savings	saving	NOUN
cana-4311	62	24	.	.	PUNCT
cana-4311	63	1	y.	y.	PROPN
cana-4311	63	2	xiao	xiao	PROPN
cana-4311	63	3	et	et	PROPN
cana-4311	63	4	al	al	PROPN
cana-4311	63	5	.	.	PUNCT
cana-4311	64	1	[	[	X
cana-4311	64	2	25	25	NUM
cana-4311	64	3	]	]	PUNCT
cana-4311	64	4	introduced	introduce	VERB
cana-4311	64	5	a	a	DET
cana-4311	64	6	deep	deep	ADJ
cana-4311	64	7	reinforcement	reinforcement	NOUN
cana-4311	64	8	learning	learning	NOUN
cana-4311	64	9	-	-	PUNCT
cana-4311	64	10	based	base	VERB
cana-4311	64	11	approach	approach	NOUN
cana-4311	64	12	to	to	PART
cana-4311	64	13	enhance	enhance	VERB
cana-4311	64	14	energy	energy	NOUN
cana-4311	64	15	efficiency	efficiency	NOUN
cana-4311	64	16	in	in	ADP
cana-4311	64	17	iot	iot	PROPN
cana-4311	64	18	video	video	NOUN
cana-4311	64	19	transmission	transmission	NOUN
cana-4311	64	20	.	.	PUNCT
cana-4311	65	1	by	by	ADP
cana-4311	65	2	utilizing	utilize	VERB
cana-4311	65	3	a	a	DET
cana-4311	65	4	deep	deep	ADJ
cana-4311	65	5	neural	neural	ADJ
cana-4311	65	6	network	network	NOUN
cana-4311	65	7	to	to	PART
cana-4311	65	8	approximate	approximate	VERB
cana-4311	65	9	the	the	DET
cana-4311	65	10	q	q	NOUN
cana-4311	65	11	-	-	PUNCT
cana-4311	65	12	value	value	NOUN
cana-4311	65	13	,	,	PUNCT
cana-4311	65	14	communications	communication	NOUN
cana-4311	65	15	on	on	ADP
cana-4311	65	16	applied	apply	VERB
cana-4311	65	17	nonlinear	nonlinear	ADJ
cana-4311	65	18	analysis	analysis	NOUN
cana-4311	65	19	issn	issn	NOUN
cana-4311	65	20	:	:	PUNCT
cana-4311	65	21	1074	1074	NUM
cana-4311	65	22	-	-	PUNCT
cana-4311	65	23	133x	133x	NUM
cana-4311	65	24	vol	vol	NOUN
cana-4311	65	25	32	32	NUM
cana-4311	65	26	no	no	NOUN
cana-4311	65	27	.	.	PUNCT
cana-4311	66	1	9s	9s	NUM
cana-4311	66	2	(	(	PUNCT
cana-4311	66	3	2025	2025	NUM
cana-4311	66	4	)	)	PUNCT
cana-4311	66	5	1783	1783	NUM
cana-4311	66	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4311	67	1	they	they	PRON
cana-4311	67	2	expedited	expedite	VERB
cana-4311	67	3	the	the	DET
cana-4311	67	4	learning	learning	NOUN
cana-4311	67	5	process	process	NOUN
cana-4311	67	6	for	for	ADP
cana-4311	67	7	selecting	select	VERB
cana-4311	67	8	optimal	optimal	ADJ
cana-4311	67	9	transmission	transmission	NOUN
cana-4311	67	10	actions	action	NOUN
cana-4311	67	11	,	,	PUNCT
cana-4311	67	12	thereby	thereby	ADV
cana-4311	67	13	improving	improve	VERB
cana-4311	67	14	video	video	NOUN
cana-4311	67	15	performance	performance	NOUN
cana-4311	67	16	.	.	PUNCT
cana-4311	68	1	theoretical	theoretical	ADJ
cana-4311	68	2	analyses	analysis	NOUN
cana-4311	68	3	provided	provide	VERB
cana-4311	68	4	insights	insight	NOUN
cana-4311	68	5	into	into	ADP
cana-4311	68	6	performance	performance	NOUN
cana-4311	68	7	limits	limit	NOUN
cana-4311	68	8	and	and	CCONJ
cana-4311	68	9	computational	computational	ADJ
cana-4311	68	10	complexity	complexity	NOUN
cana-4311	68	11	.	.	PUNCT
cana-4311	69	1	p.	p.	NOUN
cana-4311	69	2	goswami	goswami	PROPN
cana-4311	69	3	et	et	PROPN
cana-4311	69	4	al	al	PROPN
cana-4311	69	5	.	.	PUNCT
cana-4311	70	1	[	[	X
cana-4311	70	2	26	26	NUM
cana-4311	70	3	]	]	PUNCT
cana-4311	70	4	tackled	tackle	VERB
cana-4311	70	5	the	the	DET
cana-4311	70	6	issue	issue	NOUN
cana-4311	70	7	of	of	ADP
cana-4311	70	8	energy	energy	NOUN
cana-4311	70	9	consumption	consumption	NOUN
cana-4311	70	10	in	in	ADP
cana-4311	70	11	large	large	ADJ
cana-4311	70	12	-	-	PUNCT
cana-4311	70	13	scale	scale	NOUN
cana-4311	70	14	iot	iot	NOUN
cana-4311	70	15	systems	system	NOUN
cana-4311	70	16	by	by	ADP
cana-4311	70	17	proposing	propose	VERB
cana-4311	70	18	a	a	DET
cana-4311	70	19	dynamic	dynamic	ADJ
cana-4311	70	20	network	network	NOUN
cana-4311	70	21	architecture	architecture	NOUN
cana-4311	70	22	.	.	PUNCT
cana-4311	71	1	they	they	PRON
cana-4311	71	2	employed	employ	VERB
cana-4311	71	3	backpropagation	backpropagation	NOUN
cana-4311	71	4	and	and	CCONJ
cana-4311	71	5	convolutional	convolutional	ADJ
cana-4311	71	6	neural	neural	ADJ
cana-4311	71	7	networks	network	NOUN
cana-4311	71	8	to	to	PART
cana-4311	71	9	optimize	optimize	VERB
cana-4311	71	10	resource	resource	NOUN
cana-4311	71	11	allocation	allocation	NOUN
cana-4311	71	12	.	.	PUNCT
cana-4311	72	1	simulations	simulation	NOUN
cana-4311	72	2	demonstrated	demonstrate	VERB
cana-4311	72	3	that	that	SCONJ
cana-4311	72	4	this	this	DET
cana-4311	72	5	approach	approach	NOUN
cana-4311	72	6	minimized	minimize	VERB
cana-4311	72	7	resource	resource	NOUN
cana-4311	72	8	wastage	wastage	NOUN
cana-4311	72	9	from	from	ADP
cana-4311	72	10	redundant	redundant	ADJ
cana-4311	72	11	data	datum	NOUN
cana-4311	72	12	,	,	PUNCT
cana-4311	72	13	enhanced	enhance	VERB
cana-4311	72	14	energy	energy	NOUN
cana-4311	72	15	efficiency	efficiency	NOUN
cana-4311	72	16	across	across	ADP
cana-4311	72	17	the	the	DET
cana-4311	72	18	network	network	NOUN
cana-4311	72	19	,	,	PUNCT
cana-4311	72	20	and	and	CCONJ
cana-4311	72	21	effectively	effectively	ADV
cana-4311	72	22	preserved	preserve	VERB
cana-4311	72	23	critical	critical	ADJ
cana-4311	72	24	information	information	NOUN
cana-4311	72	25	.	.	PUNCT
cana-4311	73	1	w.	w.	PROPN
cana-4311	73	2	mao	mao	PROPN
cana-4311	73	3	et	et	PROPN
cana-4311	73	4	al	al	PROPN
cana-4311	73	5	.	.	PUNCT
cana-4311	74	1	[	[	X
cana-4311	74	2	27	27	NUM
cana-4311	74	3	]	]	PUNCT
cana-4311	74	4	examined	examine	VERB
cana-4311	74	5	the	the	DET
cana-4311	74	6	rapid	rapid	ADJ
cana-4311	74	7	expansion	expansion	NOUN
cana-4311	74	8	of	of	ADP
cana-4311	74	9	iot	iot	PROPN
cana-4311	74	10	systems	system	NOUN
cana-4311	74	11	that	that	PRON
cana-4311	74	12	offer	offer	VERB
cana-4311	74	13	extensive	extensive	ADJ
cana-4311	74	14	sensing	sensing	NOUN
cana-4311	74	15	and	and	CCONJ
cana-4311	74	16	computing	computing	NOUN
cana-4311	74	17	capabilities	capability	NOUN
cana-4311	74	18	.	.	PUNCT
cana-4311	75	1	in	in	ADP
cana-4311	75	2	the	the	DET
cana-4311	75	3	context	context	NOUN
cana-4311	75	4	of	of	ADP
cana-4311	75	5	industrial	industrial	ADJ
cana-4311	75	6	and	and	CCONJ
cana-4311	75	7	manufacturing	manufacturing	NOUN
cana-4311	75	8	applications	application	NOUN
cana-4311	75	9	,	,	PUNCT
cana-4311	75	10	this	this	DET
cana-4311	75	11	area	area	NOUN
cana-4311	75	12	,	,	PUNCT
cana-4311	75	13	known	know	VERB
cana-4311	75	14	as	as	ADP
cana-4311	75	15	industrial	industrial	ADJ
cana-4311	75	16	iot	iot	NOUN
cana-4311	75	17	(	(	PUNCT
cana-4311	75	18	iiot	iiot	NOUN
cana-4311	75	19	)	)	PUNCT
cana-4311	75	20	,	,	PUNCT
cana-4311	75	21	is	be	AUX
cana-4311	75	22	gaining	gain	VERB
cana-4311	75	23	traction	traction	NOUN
cana-4311	75	24	due	due	ADP
cana-4311	75	25	to	to	ADP
cana-4311	75	26	its	its	PRON
cana-4311	75	27	potential	potential	NOUN
cana-4311	75	28	to	to	PART
cana-4311	75	29	lower	lower	VERB
cana-4311	75	30	energy	energy	NOUN
cana-4311	75	31	consumption	consumption	NOUN
cana-4311	75	32	and	and	CCONJ
cana-4311	75	33	reduce	reduce	VERB
cana-4311	75	34	environmental	environmental	ADJ
cana-4311	75	35	impact	impact	NOUN
cana-4311	75	36	.	.	PUNCT
cana-4311	76	1	iiot	iiot	NOUN
cana-4311	76	2	systems	system	NOUN
cana-4311	76	3	,	,	PUNCT
cana-4311	76	4	reviewing	review	VERB
cana-4311	76	5	and	and	CCONJ
cana-4311	76	6	comparing	compare	VERB
cana-4311	76	7	existing	exist	VERB
cana-4311	76	8	research	research	NOUN
cana-4311	76	9	to	to	PART
cana-4311	76	10	identify	identify	VERB
cana-4311	76	11	strengths	strength	NOUN
cana-4311	76	12	,	,	PUNCT
cana-4311	76	13	weaknesses	weakness	NOUN
cana-4311	76	14	,	,	PUNCT
cana-4311	76	15	and	and	CCONJ
cana-4311	76	16	unresolved	unresolved	ADJ
cana-4311	76	17	issues	issue	NOUN
cana-4311	76	18	,	,	PUNCT
cana-4311	76	19	particularly	particularly	ADV
cana-4311	76	20	regarding	regard	VERB
cana-4311	76	21	5	5	NUM
cana-4311	76	22	g	g	NOUN
cana-4311	76	23	communications	communication	NOUN
cana-4311	76	24	and	and	CCONJ
cana-4311	76	25	edge	edge	NOUN
cana-4311	76	26	computing	compute	VERB
cana-4311	76	27	trends	trend	NOUN
cana-4311	76	28	.	.	PUNCT
cana-4311	77	1	table	table	NOUN
cana-4311	77	2	1	1	NUM
cana-4311	77	3	in	in	ADP
cana-4311	77	4	their	their	PRON
cana-4311	77	5	paper	paper	NOUN
cana-4311	77	6	presents	present	VERB
cana-4311	77	7	a	a	DET
cana-4311	77	8	literature	literature	NOUN
cana-4311	77	9	review	review	NOUN
cana-4311	77	10	of	of	ADP
cana-4311	77	11	this	this	DET
cana-4311	77	12	framework	framework	NOUN
cana-4311	77	13	.	.	PUNCT
cana-4311	78	1	table	table	NOUN
cana-4311	78	2	1	1	NUM
cana-4311	78	3	:	:	PUNCT
cana-4311	78	4	literature	literature	NOUN
cana-4311	78	5	survey	survey	NOUN
cana-4311	78	6	authors	author	NOUN
cana-4311	78	7	methodology	methodology	NOUN
cana-4311	78	8	findings	finding	NOUN
cana-4311	78	9	merits	merit	NOUN
cana-4311	78	10	demerits	demerit	VERB
cana-4311	78	11	r.	r.	PROPN
cana-4311	78	12	a.	a.	PROPN
cana-4311	78	13	khalil	khalil	PROPN
cana-4311	78	14	et	et	PROPN
cana-4311	78	15	al	al	PROPN
cana-4311	79	1	[	[	X
cana-4311	79	2	21	21	NUM
cana-4311	79	3	]	]	X
cana-4311	79	4	convolutional	convolutional	ADJ
cana-4311	79	5	neural	neural	ADJ
cana-4311	79	6	networks	network	NOUN
cana-4311	79	7	,	,	PUNCT
cana-4311	79	8	autoencoders	autoencoder	NOUN
cana-4311	79	9	,	,	PUNCT
cana-4311	79	10	and	and	CCONJ
cana-4311	79	11	recurrent	recurrent	ADJ
cana-4311	79	12	neural	neural	ADJ
cana-4311	79	13	networks	network	NOUN
cana-4311	79	14	smart	smart	ADJ
cana-4311	79	15	manufacturing	manufacturing	NOUN
cana-4311	79	16	,	,	PUNCT
cana-4311	79	17	smart	smart	ADJ
cana-4311	79	18	metering	metering	NOUN
cana-4311	79	19	,	,	PUNCT
cana-4311	79	20	and	and	CCONJ
cana-4311	79	21	smart	smart	ADJ
cana-4311	79	22	agriculture	agriculture	NOUN
cana-4311	79	23	effective	effective	ADJ
cana-4311	79	24	design	design	NOUN
cana-4311	79	25	and	and	CCONJ
cana-4311	79	26	appropriate	appropriate	ADJ
cana-4311	79	27	implementation	implementation	NOUN
cana-4311	79	28	complexity	complexity	NOUN
cana-4311	79	29	and	and	CCONJ
cana-4311	79	30	overfitting	overfitte	VERB
cana-4311	79	31	r.	r.	PROPN
cana-4311	79	32	han	han	PROPN
cana-4311	79	33	et	et	PROPN
cana-4311	79	34	al	al	PROPN
cana-4311	80	1	[	[	X
cana-4311	80	2	22	22	NUM
cana-4311	80	3	]	]	PUNCT
cana-4311	80	4	decision	decision	NOUN
cana-4311	80	5	-	-	PUNCT
cana-4311	80	6	making	make	VERB
cana-4311	80	7	algorithm	algorithm	NOUN
cana-4311	80	8	short	short	ADJ
cana-4311	80	9	-	-	PUNCT
cana-4311	80	10	term	term	NOUN
cana-4311	80	11	forecasting	forecasting	NOUN
cana-4311	80	12	implemented	implement	VERB
cana-4311	80	13	on	on	ADP
cana-4311	80	14	resourceconstrained	resourceconstraine	VERB
cana-4311	80	15	devices	device	NOUN
cana-4311	80	16	aiming	aim	VERB
cana-4311	80	17	to	to	PART
cana-4311	80	18	reduce	reduce	VERB
cana-4311	80	19	the	the	DET
cana-4311	80	20	mean	mean	ADJ
cana-4311	80	21	squared	square	VERB
cana-4311	80	22	error	error	NOUN
cana-4311	80	23	(	(	PUNCT
cana-4311	80	24	mse	mse	NOUN
cana-4311	80	25	)	)	PUNCT
cana-4311	80	26	and	and	CCONJ
cana-4311	80	27	root	root	NOUN
cana-4311	80	28	mean	mean	VERB
cana-4311	80	29	squared	square	VERB
cana-4311	80	30	error	error	NOUN
cana-4311	80	31	(	(	PUNCT
cana-4311	80	32	rmse	rmse	NOUN
cana-4311	80	33	)	)	PUNCT
cana-4311	80	34	for	for	ADP
cana-4311	80	35	both	both	CCONJ
cana-4311	80	36	residential	residential	ADJ
cana-4311	80	37	and	and	CCONJ
cana-4311	80	38	commercial	commercial	ADJ
cana-4311	80	39	datasets	dataset	NOUN
cana-4311	80	40	.	.	PUNCT
cana-4311	81	1	low	low	ADJ
cana-4311	81	2	memory	memory	NOUN
cana-4311	81	3	power	power	NOUN
cana-4311	81	4	and	and	CCONJ
cana-4311	81	5	battery	battery	NOUN
cana-4311	81	6	life	life	NOUN
cana-4311	81	7	x.	x.	PROPN
cana-4311	82	1	wang	wang	PROPN
cana-4311	82	2	et	et	PROPN
cana-4311	82	3	al	al	PROPN
cana-4311	83	1	[	[	X
cana-4311	83	2	23	23	NUM
cana-4311	83	3	]	]	PUNCT
cana-4311	83	4	cortex	cortex	NOUN
cana-4311	83	5	-	-	PUNCT
cana-4311	83	6	m4	m4	PROPN
cana-4311	83	7	,	,	PUNCT
cana-4311	83	8	octa	octa	NOUN
cana-4311	83	9	-	-	PUNCT
cana-4311	83	10	core	core	NOUN
cana-4311	83	11	risc	risc	NOUN
cana-4311	83	12	-	-	PUNCT
cana-4311	83	13	v	v	NOUN
cana-4311	83	14	in	in	ADP
cana-4311	83	15	-	-	PUNCT
cana-4311	83	16	depth	depth	NOUN
cana-4311	83	17	examination	examination	NOUN
cana-4311	83	18	of	of	ADP
cana-4311	83	19	parallel	parallel	ADJ
cana-4311	83	20	speedups	speedup	NOUN
cana-4311	83	21	and	and	CCONJ
cana-4311	83	22	performance	performance	NOUN
cana-4311	83	23	declines	decline	NOUN
cana-4311	83	24	caused	cause	VERB
cana-4311	83	25	by	by	ADP
cana-4311	83	26	reduced	reduce	VERB
cana-4311	83	27	energy	energy	NOUN
cana-4311	83	28	consumption	consumption	NOUN
cana-4311	83	29	in	in	ADP
cana-4311	83	30	relation	relation	NOUN
cana-4311	83	31	to	to	ADP
cana-4311	83	32	a	a	DET
cana-4311	83	33	single	single	ADJ
cana-4311	83	34	-	-	PUNCT
cana-4311	83	35	core	core	NOUN
cana-4311	83	36	implementation	implementation	NOUN
cana-4311	83	37	can	can	AUX
cana-4311	83	38	not	not	PART
cana-4311	83	39	control	control	VERB
cana-4311	83	40	higher	high	ADJ
cana-4311	83	41	amount	amount	NOUN
cana-4311	83	42	of	of	ADP
cana-4311	83	43	dataset	dataset	ADJ
cana-4311	83	44	communications	communication	NOUN
cana-4311	83	45	on	on	ADP
cana-4311	83	46	applied	apply	VERB
cana-4311	83	47	nonlinear	nonlinear	ADJ
cana-4311	83	48	analysis	analysis	NOUN
cana-4311	83	49	issn	issn	NOUN
cana-4311	83	50	:	:	PUNCT
cana-4311	83	51	1074	1074	NUM
cana-4311	83	52	-	-	PUNCT
cana-4311	83	53	133x	133x	NUM
cana-4311	83	54	vol	vol	NOUN
cana-4311	83	55	32	32	NUM
cana-4311	83	56	no	no	NOUN
cana-4311	83	57	.	.	PUNCT
cana-4311	84	1	9s	9s	NUM
cana-4311	84	2	(	(	PUNCT
cana-4311	84	3	2025	2025	NUM
cana-4311	84	4	)	)	PUNCT
cana-4311	84	5	1784	1784	NUM
cana-4311	84	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4311	84	7	parallelization	parallelization	NOUN
cana-4311	84	8	overhead	overhead	ADV
cana-4311	84	9	and	and	CCONJ
cana-4311	84	10	memory	memory	NOUN
cana-4311	84	11	transfers	transfer	NOUN
cana-4311	84	12	.	.	PUNCT
cana-4311	85	1	s.	s.	PROPN
cana-4311	85	2	zhu	zhu	PROPN
cana-4311	85	3	et	et	PROPN
cana-4311	85	4	al	al	PROPN
cana-4311	86	1	[	[	X
cana-4311	86	2	24	24	NUM
cana-4311	86	3	]	]	PUNCT
cana-4311	86	4	edge	edge	NOUN
cana-4311	86	5	computing	computing	NOUN
cana-4311	86	6	,	,	PUNCT
cana-4311	86	7	novel	novel	ADJ
cana-4311	86	8	algorithm	algorithm	NOUN
cana-4311	86	9	optimize	optimize	VERB
cana-4311	86	10	the	the	DET
cana-4311	86	11	scheduling	scheduling	NOUN
cana-4311	86	12	of	of	ADP
cana-4311	86	13	various	various	ADJ
cana-4311	86	14	ai	ai	NOUN
cana-4311	86	15	tasks	task	NOUN
cana-4311	86	16	.	.	PUNCT
cana-4311	87	1	the	the	DET
cana-4311	87	2	energy	energy	NOUN
cana-4311	87	3	efficiency	efficiency	NOUN
cana-4311	87	4	of	of	ADP
cana-4311	87	5	different	different	ADJ
cana-4311	87	6	computing	computing	NOUN
cana-4311	87	7	resources	resource	NOUN
cana-4311	87	8	.	.	PUNCT
cana-4311	88	1	low	low	ADJ
cana-4311	88	2	security	security	NOUN
cana-4311	88	3	and	and	CCONJ
cana-4311	88	4	privacy	privacy	NOUN
cana-4311	88	5	y.	y.	PROPN
cana-4311	88	6	xiao	xiao	PROPN
cana-4311	88	7	et	et	PROPN
cana-4311	88	8	al	al	PROPN
cana-4311	89	1	[	[	X
cana-4311	89	2	25	25	NUM
cana-4311	89	3	]	]	X
cana-4311	89	4	deep	deep	ADJ
cana-4311	89	5	neural	neural	ADJ
cana-4311	89	6	network	network	NOUN
cana-4311	89	7	energyefficient	energyefficient	NOUN
cana-4311	89	8	iot	iot	PROPN
cana-4311	89	9	video	video	NOUN
cana-4311	89	10	transmission	transmission	NOUN
cana-4311	89	11	scheme	scheme	NOUN
cana-4311	89	12	enhance	enhance	VERB
cana-4311	89	13	the	the	DET
cana-4311	89	14	peak	peak	NOUN
cana-4311	89	15	signal	signal	NOUN
cana-4311	89	16	-	-	PUNCT
cana-4311	89	17	tonoise	tonoise	NOUN
cana-4311	89	18	ratio	ratio	NOUN
cana-4311	89	19	while	while	SCONJ
cana-4311	89	20	reducing	reduce	VERB
cana-4311	89	21	the	the	DET
cana-4311	89	22	packet	packet	NOUN
cana-4311	89	23	loss	loss	NOUN
cana-4311	89	24	rate	rate	NOUN
cana-4311	89	25	.	.	PUNCT
cana-4311	90	1	the	the	DET
cana-4311	90	2	devices	device	NOUN
cana-4311	90	3	are	be	AUX
cana-4311	90	4	low	low	ADV
cana-4311	90	5	powered	powered	ADJ
cana-4311	90	6	.	.	PUNCT
cana-4311	91	1	p.	p.	NOUN
cana-4311	91	2	goswami	goswami	NOUN
cana-4311	91	3	et	et	PROPN
cana-4311	92	1	al	al	PROPN
cana-4311	93	1	[	[	X
cana-4311	93	2	26	26	NUM
cana-4311	93	3	]	]	PUNCT
cana-4311	93	4	back	back	NOUN
cana-4311	93	5	propagation	propagation	NOUN
cana-4311	93	6	neural	neural	ADJ
cana-4311	93	7	network	network	NOUN
cana-4311	93	8	(	(	PUNCT
cana-4311	93	9	bpnn	bpnn	NOUN
cana-4311	93	10	)	)	PUNCT
cana-4311	93	11	and	and	CCONJ
cana-4311	93	12	convolutional	convolutional	ADJ
cana-4311	93	13	neural	neural	ADJ
cana-4311	93	14	network	network	NOUN
cana-4311	93	15	(	(	PUNCT
cana-4311	93	16	cnn	cnn	PROPN
cana-4311	93	17	)	)	PUNCT
cana-4311	93	18	analyzes	analyze	VERB
cana-4311	93	19	the	the	DET
cana-4311	93	20	correlation	correlation	NOUN
cana-4311	93	21	between	between	ADP
cana-4311	93	22	clusters	cluster	NOUN
cana-4311	93	23	to	to	PART
cana-4311	93	24	effectively	effectively	ADV
cana-4311	93	25	allocate	allocate	VERB
cana-4311	93	26	resources	resource	NOUN
cana-4311	93	27	to	to	ADP
cana-4311	93	28	individual	individual	ADJ
cana-4311	93	29	nodes	node	NOUN
cana-4311	93	30	within	within	ADP
cana-4311	93	31	each	each	DET
cana-4311	93	32	cluster	cluster	NOUN
cana-4311	93	33	.	.	PUNCT
cana-4311	94	1	data	datum	NOUN
cana-4311	94	2	security	security	NOUN
cana-4311	94	3	in	in	ADP
cana-4311	94	4	an	an	DET
cana-4311	94	5	iot	iot	ADJ
cana-4311	94	6	environment	environment	NOUN
cana-4311	94	7	the	the	DET
cana-4311	94	8	devices	device	NOUN
cana-4311	94	9	are	be	AUX
cana-4311	94	10	smaller	small	ADJ
cana-4311	94	11	in	in	ADP
cana-4311	94	12	size	size	NOUN
cana-4311	94	13	w.	w.	PROPN
cana-4311	94	14	mao	mao	PROPN
cana-4311	94	15	et	et	PROPN
cana-4311	95	1	al	al	PROPN
cana-4311	96	1	[	[	X
cana-4311	96	2	27	27	NUM
cana-4311	96	3	]	]	PUNCT
cana-4311	96	4	edge	edge	NOUN
cana-4311	96	5	computing	compute	VERB
cana-4311	96	6	energy	energy	NOUN
cana-4311	96	7	-	-	PUNCT
cana-4311	96	8	saving	save	VERB
cana-4311	96	9	communication	communication	NOUN
cana-4311	96	10	and	and	CCONJ
cana-4311	96	11	computation	computation	NOUN
cana-4311	96	12	methods	method	NOUN
cana-4311	96	13	.	.	PUNCT
cana-4311	97	1	using	use	VERB
cana-4311	97	2	a	a	DET
cana-4311	97	3	substantial	substantial	ADJ
cana-4311	97	4	amount	amount	NOUN
cana-4311	97	5	of	of	ADP
cana-4311	97	6	energy	energy	NOUN
cana-4311	97	7	and	and	CCONJ
cana-4311	97	8	contributing	contribute	VERB
cana-4311	97	9	to	to	ADP
cana-4311	97	10	a	a	DET
cana-4311	97	11	larger	large	ADJ
cana-4311	97	12	carbon	carbon	NOUN
cana-4311	97	13	footprint	footprint	NOUN
cana-4311	97	14	.	.	PUNCT
cana-4311	98	1	implementation	implementation	NOUN
cana-4311	98	2	complexity	complexity	NOUN
cana-4311	98	3	3	3	NUM
cana-4311	98	4	.	.	PUNCT
cana-4311	98	5	problem	problem	NOUN
cana-4311	98	6	statement	statement	NOUN
cana-4311	98	7	as	as	SCONJ
cana-4311	98	8	iot	iot	ADJ
cana-4311	98	9	applications	application	NOUN
cana-4311	98	10	expand	expand	VERB
cana-4311	98	11	,	,	PUNCT
cana-4311	98	12	these	these	DET
cana-4311	98	13	challenges	challenge	NOUN
cana-4311	98	14	become	become	VERB
cana-4311	98	15	more	more	ADV
cana-4311	98	16	pressing	pressing	ADJ
cana-4311	98	17	,	,	PUNCT
cana-4311	98	18	leading	lead	VERB
cana-4311	98	19	to	to	ADP
cana-4311	98	20	a	a	DET
cana-4311	98	21	growing	grow	VERB
cana-4311	98	22	need	need	NOUN
cana-4311	98	23	for	for	ADP
cana-4311	98	24	solutions	solution	NOUN
cana-4311	98	25	.	.	PUNCT
cana-4311	99	1	the	the	DET
cana-4311	99	2	framework	framework	NOUN
cana-4311	99	3	should	should	AUX
cana-4311	99	4	integrate	integrate	VERB
cana-4311	99	5	energy	energy	NOUN
cana-4311	99	6	-	-	PUNCT
cana-4311	99	7	efficient	efficient	ADJ
cana-4311	99	8	algorithms	algorithm	NOUN
cana-4311	99	9	and	and	CCONJ
cana-4311	99	10	strategies	strategy	NOUN
cana-4311	99	11	to	to	PART
cana-4311	99	12	lower	low	ADJ
cana-4311	99	13	power	power	NOUN
cana-4311	99	14	consumption	consumption	NOUN
cana-4311	99	15	while	while	SCONJ
cana-4311	99	16	maintaining	maintain	VERB
cana-4311	99	17	or	or	CCONJ
cana-4311	99	18	enhancing	enhance	VERB
cana-4311	99	19	application	application	NOUN
cana-4311	99	20	performance	performance	NOUN
cana-4311	99	21	.	.	PUNCT
cana-4311	100	1	this	this	PRON
cana-4311	100	2	reduces	reduce	VERB
cana-4311	100	3	the	the	DET
cana-4311	100	4	need	need	NOUN
cana-4311	100	5	for	for	ADP
cana-4311	100	6	constant	constant	ADJ
cana-4311	100	7	communication	communication	NOUN
cana-4311	100	8	with	with	ADP
cana-4311	100	9	distant	distant	ADJ
cana-4311	100	10	cloud	cloud	NOUN
cana-4311	100	11	servers	server	NOUN
cana-4311	100	12	,	,	PUNCT
cana-4311	100	13	thereby	thereby	ADV
cana-4311	100	14	saving	save	VERB
cana-4311	100	15	energy	energy	NOUN
cana-4311	100	16	and	and	CCONJ
cana-4311	100	17	enhancing	enhance	VERB
cana-4311	100	18	real	real	ADJ
cana-4311	100	19	-	-	PUNCT
cana-4311	100	20	time	time	NOUN
cana-4311	100	21	performance	performance	NOUN
cana-4311	100	22	.	.	PUNCT
cana-4311	101	1	deep	deep	ADJ
cana-4311	101	2	learning	learning	NOUN
cana-4311	101	3	models	model	NOUN
cana-4311	101	4	can	can	AUX
cana-4311	101	5	offer	offer	VERB
cana-4311	101	6	advanced	advanced	ADJ
cana-4311	101	7	analytical	analytical	ADJ
cana-4311	101	8	capabilities	capability	NOUN
cana-4311	101	9	,	,	PUNCT
cana-4311	101	10	ensuring	ensure	VERB
cana-4311	101	11	timely	timely	ADJ
cana-4311	101	12	and	and	CCONJ
cana-4311	101	13	context	context	NOUN
cana-4311	101	14	-	-	PUNCT
cana-4311	101	15	aware	aware	ADJ
cana-4311	101	16	responses	response	NOUN
cana-4311	101	17	to	to	ADP
cana-4311	101	18	environmental	environmental	ADJ
cana-4311	101	19	changes	change	NOUN
cana-4311	101	20	or	or	CCONJ
cana-4311	101	21	events	event	NOUN
cana-4311	101	22	in	in	ADP
cana-4311	101	23	iot	iot	ADJ
cana-4311	101	24	applications	application	NOUN
cana-4311	101	25	.	.	PUNCT
cana-4311	102	1	micro	micro	PROPN
cana-4311	102	2	electric	electric	PROPN
cana-4311	102	3	iot	iot	PROPN
cana-4311	102	4	systems	system	NOUN
cana-4311	102	5	often	often	ADV
cana-4311	102	6	operate	operate	VERB
cana-4311	102	7	in	in	ADP
cana-4311	102	8	unpredictable	unpredictable	ADJ
cana-4311	102	9	and	and	CCONJ
cana-4311	102	10	dynamic	dynamic	ADJ
cana-4311	102	11	environments	environment	NOUN
cana-4311	102	12	.	.	PUNCT
cana-4311	103	1	the	the	DET
cana-4311	103	2	framework	framework	NOUN
cana-4311	103	3	should	should	AUX
cana-4311	103	4	be	be	AUX
cana-4311	103	5	capable	capable	ADJ
cana-4311	103	6	communications	communication	NOUN
cana-4311	103	7	on	on	ADP
cana-4311	103	8	applied	apply	VERB
cana-4311	103	9	nonlinear	nonlinear	ADJ
cana-4311	103	10	analysis	analysis	NOUN
cana-4311	103	11	issn	issn	NOUN
cana-4311	103	12	:	:	PUNCT
cana-4311	103	13	1074	1074	NUM
cana-4311	103	14	-	-	PUNCT
cana-4311	103	15	133x	133x	NUM
cana-4311	103	16	vol	vol	NOUN
cana-4311	103	17	32	32	NUM
cana-4311	103	18	no	no	NOUN
cana-4311	103	19	.	.	PUNCT
cana-4311	104	1	9s	9s	NUM
cana-4311	104	2	(	(	PUNCT
cana-4311	104	3	2025	2025	NUM
cana-4311	104	4	)	)	PUNCT
cana-4311	104	5	1785	1785	NUM
cana-4311	104	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4311	104	7	of	of	ADP
cana-4311	104	8	adapting	adapt	VERB
cana-4311	104	9	to	to	ADP
cana-4311	104	10	changing	change	VERB
cana-4311	104	11	conditions	condition	NOUN
cana-4311	104	12	,	,	PUNCT
cana-4311	104	13	such	such	ADJ
cana-4311	104	14	as	as	ADP
cana-4311	104	15	power	power	NOUN
cana-4311	104	16	fluctuations	fluctuation	NOUN
cana-4311	104	17	,	,	PUNCT
cana-4311	104	18	varying	vary	VERB
cana-4311	104	19	network	network	NOUN
cana-4311	104	20	connectivity	connectivity	NOUN
cana-4311	104	21	,	,	PUNCT
cana-4311	104	22	and	and	CCONJ
cana-4311	104	23	evolving	evolve	VERB
cana-4311	104	24	application	application	NOUN
cana-4311	104	25	requirements	requirement	NOUN
cana-4311	104	26	.	.	PUNCT
cana-4311	105	1	by	by	ADP
cana-4311	105	2	tackling	tackle	VERB
cana-4311	105	3	these	these	DET
cana-4311	105	4	issues	issue	NOUN
cana-4311	105	5	,	,	PUNCT
cana-4311	105	6	the	the	DET
cana-4311	105	7	proposed	propose	VERB
cana-4311	105	8	framework	framework	NOUN
cana-4311	105	9	aims	aim	VERB
cana-4311	105	10	to	to	PART
cana-4311	105	11	support	support	VERB
cana-4311	105	12	the	the	DET
cana-4311	105	13	development	development	NOUN
cana-4311	105	14	of	of	ADP
cana-4311	105	15	more	more	ADV
cana-4311	105	16	intelligent	intelligent	ADJ
cana-4311	105	17	,	,	PUNCT
cana-4311	105	18	adaptable	adaptable	ADJ
cana-4311	105	19	,	,	PUNCT
cana-4311	105	20	and	and	CCONJ
cana-4311	105	21	energy	energy	NOUN
cana-4311	105	22	-	-	PUNCT
cana-4311	105	23	efficient	efficient	ADJ
cana-4311	105	24	micro	micro	PROPN
cana-4311	105	25	electric	electric	PROPN
cana-4311	105	26	iot	iot	PROPN
cana-4311	105	27	applications	application	NOUN
cana-4311	105	28	,	,	PUNCT
cana-4311	105	29	advancing	advance	VERB
cana-4311	105	30	smart	smart	ADJ
cana-4311	105	31	systems	system	NOUN
cana-4311	105	32	in	in	ADP
cana-4311	105	33	resource	resource	NOUN
cana-4311	105	34	-	-	PUNCT
cana-4311	105	35	constrained	constrain	VERB
cana-4311	105	36	environments	environment	NOUN
cana-4311	105	37	.	.	PUNCT
cana-4311	106	1	4	4	X
cana-4311	106	2	.	.	NUM
cana-4311	106	3	proposed	propose	VERB
cana-4311	106	4	work	work	NOUN
cana-4311	106	5	our	our	PRON
cana-4311	106	6	proposed	propose	VERB
cana-4311	106	7	work	work	NOUN
cana-4311	106	8	using	use	VERB
cana-4311	106	9	deep	deep	ADJ
cana-4311	106	10	learning	learning	NOUN
cana-4311	106	11	involves	involve	VERB
cana-4311	106	12	optimizing	optimize	VERB
cana-4311	106	13	the	the	DET
cana-4311	106	14	interaction	interaction	NOUN
cana-4311	106	15	of	of	ADP
cana-4311	106	16	components	component	NOUN
cana-4311	106	17	to	to	PART
cana-4311	106	18	create	create	VERB
cana-4311	106	19	a	a	DET
cana-4311	106	20	novel	novel	ADJ
cana-4311	106	21	system	system	NOUN
cana-4311	106	22	that	that	PRON
cana-4311	106	23	minimizes	minimize	VERB
cana-4311	106	24	energy	energy	NOUN
cana-4311	106	25	consumption	consumption	NOUN
cana-4311	106	26	.	.	PUNCT
cana-4311	107	1	a	a	DET
cana-4311	107	2	core	core	NOUN
cana-4311	107	3	strategy	strategy	NOUN
cana-4311	107	4	involves	involve	VERB
cana-4311	107	5	the	the	DET
cana-4311	107	6	application	application	NOUN
cana-4311	107	7	of	of	ADP
cana-4311	107	8	advanced	advanced	ADJ
cana-4311	107	9	deep	deep	ADJ
cana-4311	107	10	learning	learning	NOUN
cana-4311	107	11	techniques	technique	NOUN
cana-4311	107	12	,	,	PUNCT
cana-4311	107	13	specifically	specifically	ADV
cana-4311	107	14	the	the	DET
cana-4311	107	15	bayesian	bayesian	ADJ
cana-4311	107	16	neural	neural	ADJ
cana-4311	107	17	network	network	NOUN
cana-4311	107	18	(	(	PUNCT
cana-4311	107	19	bnn	bnn	PROPN
cana-4311	107	20	)	)	PUNCT
cana-4311	107	21	combined	combine	VERB
cana-4311	107	22	with	with	ADP
cana-4311	107	23	the	the	DET
cana-4311	107	24	dragonfly	dragonfly	NOUN
cana-4311	107	25	algorithm	algorithm	NOUN
cana-4311	107	26	.	.	PUNCT
cana-4311	108	1	below	below	ADV
cana-4311	108	2	is	be	AUX
cana-4311	108	3	the	the	DET
cana-4311	108	4	proposed	propose	VERB
cana-4311	108	5	algorithmic	algorithmic	ADJ
cana-4311	108	6	framework	framework	NOUN
cana-4311	108	7	that	that	PRON
cana-4311	108	8	balances	balance	VERB
cana-4311	108	9	intelligence	intelligence	NOUN
cana-4311	108	10	and	and	CCONJ
cana-4311	108	11	energy	energy	NOUN
cana-4311	108	12	efficiency	efficiency	NOUN
cana-4311	108	13	within	within	ADP
cana-4311	108	14	the	the	DET
cana-4311	108	15	micro	micro	ADJ
cana-4311	108	16	eiot	eiot	PROPN
cana-4311	108	17	context	context	NOUN
cana-4311	108	18	:	:	PUNCT
cana-4311	108	19	4.1	4.1	NUM
cana-4311	108	20	data	data	NOUN
cana-4311	108	21	collection	collection	NOUN
cana-4311	108	22	collecting	collect	VERB
cana-4311	108	23	data	datum	NOUN
cana-4311	108	24	is	be	AUX
cana-4311	108	25	essential	essential	ADJ
cana-4311	108	26	to	to	PART
cana-4311	108	27	clearly	clearly	ADV
cana-4311	108	28	define	define	VERB
cana-4311	108	29	the	the	DET
cana-4311	108	30	types	type	NOUN
cana-4311	108	31	of	of	ADP
cana-4311	108	32	data	datum	NOUN
cana-4311	108	33	needed	need	VERB
cana-4311	108	34	,	,	PUNCT
cana-4311	108	35	including	include	VERB
cana-4311	108	36	sensor	sensor	NOUN
cana-4311	108	37	readings	reading	NOUN
cana-4311	108	38	,	,	PUNCT
cana-4311	108	39	environmental	environmental	ADJ
cana-4311	108	40	factors	factor	NOUN
cana-4311	108	41	,	,	PUNCT
cana-4311	108	42	power	power	NOUN
cana-4311	108	43	consumption	consumption	NOUN
cana-4311	108	44	metrics	metric	NOUN
cana-4311	108	45	,	,	PUNCT
cana-4311	108	46	and	and	CCONJ
cana-4311	108	47	other	other	ADJ
cana-4311	108	48	relevant	relevant	ADJ
cana-4311	108	49	information	information	NOUN
cana-4311	108	50	.	.	PUNCT
cana-4311	109	1	next	next	ADV
cana-4311	109	2	,	,	PUNCT
cana-4311	109	3	selecting	select	VERB
cana-4311	109	4	appropriate	appropriate	ADJ
cana-4311	109	5	sensors	sensor	NOUN
cana-4311	109	6	and	and	CCONJ
cana-4311	109	7	devices	device	NOUN
cana-4311	109	8	capable	capable	ADJ
cana-4311	109	9	of	of	ADP
cana-4311	109	10	capturing	capture	VERB
cana-4311	109	11	the	the	DET
cana-4311	109	12	required	require	VERB
cana-4311	109	13	data	data	NOUN
cana-4311	109	14	is	be	AUX
cana-4311	109	15	crucial	crucial	ADJ
cana-4311	109	16	,	,	PUNCT
cana-4311	109	17	particularly	particularly	ADV
cana-4311	109	18	when	when	SCONJ
cana-4311	109	19	considering	consider	VERB
cana-4311	109	20	the	the	DET
cana-4311	109	21	power	power	NOUN
cana-4311	109	22	and	and	CCONJ
cana-4311	109	23	processing	processing	NOUN
cana-4311	109	24	limitations	limitation	NOUN
cana-4311	109	25	of	of	ADP
cana-4311	109	26	micro	micro	PROPN
cana-4311	109	27	electric	electric	ADJ
cana-4311	109	28	environments	environment	NOUN
cana-4311	109	29	.	.	PUNCT
cana-4311	110	1	once	once	ADV
cana-4311	110	2	suitable	suitable	ADJ
cana-4311	110	3	devices	device	NOUN
cana-4311	110	4	are	be	AUX
cana-4311	110	5	chosen	choose	VERB
cana-4311	110	6	,	,	PUNCT
cana-4311	110	7	they	they	PRON
cana-4311	110	8	should	should	AUX
cana-4311	110	9	be	be	AUX
cana-4311	110	10	deployed	deploy	VERB
cana-4311	110	11	in	in	ADP
cana-4311	110	12	the	the	DET
cana-4311	110	13	target	target	NOUN
cana-4311	110	14	environment	environment	NOUN
cana-4311	110	15	,	,	PUNCT
cana-4311	110	16	with	with	ADP
cana-4311	110	17	proper	proper	ADJ
cana-4311	110	18	placement	placement	NOUN
cana-4311	110	19	to	to	PART
cana-4311	110	20	ensure	ensure	VERB
cana-4311	110	21	representative	representative	ADJ
cana-4311	110	22	data	datum	NOUN
cana-4311	110	23	collection	collection	NOUN
cana-4311	110	24	that	that	PRON
cana-4311	110	25	accurately	accurately	ADV
cana-4311	110	26	reflects	reflect	VERB
cana-4311	110	27	real	real	ADJ
cana-4311	110	28	-	-	PUNCT
cana-4311	110	29	world	world	NOUN
cana-4311	110	30	conditions	condition	NOUN
cana-4311	110	31	.	.	PUNCT
cana-4311	111	1	data	datum	NOUN
cana-4311	111	2	logging	log	VERB
cana-4311	111	3	mechanisms	mechanism	NOUN
cana-4311	111	4	must	must	AUX
cana-4311	111	5	be	be	AUX
cana-4311	111	6	implemented	implement	VERB
cana-4311	111	7	to	to	PART
cana-4311	111	8	record	record	VERB
cana-4311	111	9	information	information	NOUN
cana-4311	111	10	efficiently	efficiently	ADV
cana-4311	111	11	,	,	PUNCT
cana-4311	111	12	while	while	SCONJ
cana-4311	111	13	an	an	DET
cana-4311	111	14	appropriate	appropriate	ADJ
cana-4311	111	15	storage	storage	NOUN
cana-4311	111	16	solution	solution	NOUN
cana-4311	111	17	should	should	AUX
cana-4311	111	18	be	be	AUX
cana-4311	111	19	chosen	choose	VERB
cana-4311	111	20	to	to	PART
cana-4311	111	21	accommodate	accommodate	VERB
cana-4311	111	22	the	the	DET
cana-4311	111	23	data	datum	NOUN
cana-4311	111	24	volume	volume	NOUN
cana-4311	111	25	,	,	PUNCT
cana-4311	111	26	given	give	VERB
cana-4311	111	27	the	the	DET
cana-4311	111	28	limited	limited	ADJ
cana-4311	111	29	resources	resource	NOUN
cana-4311	111	30	of	of	ADP
cana-4311	111	31	micro	micro	PROPN
cana-4311	111	32	electric	electric	PROPN
cana-4311	111	33	devices	device	NOUN
cana-4311	111	34	.	.	PUNCT
cana-4311	112	1	ensuring	ensure	VERB
cana-4311	112	2	data	datum	NOUN
cana-4311	112	3	security	security	NOUN
cana-4311	112	4	and	and	CCONJ
cana-4311	112	5	privacy	privacy	NOUN
cana-4311	112	6	is	be	AUX
cana-4311	112	7	equally	equally	ADV
cana-4311	112	8	important	important	ADJ
cana-4311	112	9	,	,	PUNCT
cana-4311	112	10	especially	especially	ADV
cana-4311	112	11	for	for	ADP
cana-4311	112	12	sensitive	sensitive	ADJ
cana-4311	112	13	applications	application	NOUN
cana-4311	112	14	,	,	PUNCT
cana-4311	112	15	and	and	CCONJ
cana-4311	112	16	compliance	compliance	NOUN
cana-4311	112	17	with	with	ADP
cana-4311	112	18	privacy	privacy	NOUN
cana-4311	112	19	regulations	regulation	NOUN
cana-4311	112	20	is	be	AUX
cana-4311	112	21	necessary	necessary	ADJ
cana-4311	112	22	when	when	SCONJ
cana-4311	112	23	collecting	collect	VERB
cana-4311	112	24	and	and	CCONJ
cana-4311	112	25	storing	store	VERB
cana-4311	112	26	data	datum	NOUN
cana-4311	112	27	.	.	PUNCT
cana-4311	113	1	this	this	PRON
cana-4311	113	2	minimizes	minimize	VERB
cana-4311	113	3	the	the	DET
cana-4311	113	4	need	need	NOUN
cana-4311	113	5	for	for	ADP
cana-4311	113	6	frequent	frequent	ADJ
cana-4311	113	7	communication	communication	NOUN
cana-4311	113	8	with	with	ADP
cana-4311	113	9	distant	distant	ADJ
cana-4311	113	10	servers	server	NOUN
cana-4311	113	11	,	,	PUNCT
cana-4311	113	12	conserving	conserve	VERB
cana-4311	113	13	energy	energy	NOUN
cana-4311	113	14	and	and	CCONJ
cana-4311	113	15	improving	improve	VERB
cana-4311	113	16	responsiveness	responsiveness	NOUN
cana-4311	113	17	.	.	PUNCT
cana-4311	114	1	additionally	additionally	ADV
cana-4311	114	2	,	,	PUNCT
cana-4311	114	3	enhancing	enhance	VERB
cana-4311	114	4	the	the	DET
cana-4311	114	5	collected	collect	VERB
cana-4311	114	6	data	datum	NOUN
cana-4311	114	7	with	with	ADP
cana-4311	114	8	contextual	contextual	ADJ
cana-4311	114	9	information	information	NOUN
cana-4311	114	10	,	,	PUNCT
cana-4311	114	11	such	such	ADJ
cana-4311	114	12	as	as	ADP
cana-4311	114	13	geographic	geographic	ADJ
cana-4311	114	14	location	location	NOUN
cana-4311	114	15	and	and	CCONJ
cana-4311	114	16	timestamps	timestamp	NOUN
cana-4311	114	17	,	,	PUNCT
cana-4311	114	18	adds	add	VERB
cana-4311	114	19	valuable	valuable	ADJ
cana-4311	114	20	insight	insight	NOUN
cana-4311	114	21	for	for	ADP
cana-4311	114	22	analysis	analysis	NOUN
cana-4311	114	23	.	.	PUNCT
cana-4311	115	1	it	it	PRON
cana-4311	115	2	is	be	AUX
cana-4311	115	3	also	also	ADV
cana-4311	115	4	critical	critical	ADJ
cana-4311	115	5	to	to	PART
cana-4311	115	6	implement	implement	VERB
cana-4311	115	7	data	datum	NOUN
cana-4311	115	8	quality	quality	NOUN
cana-4311	115	9	control	control	NOUN
cana-4311	115	10	mechanisms	mechanism	NOUN
cana-4311	115	11	to	to	PART
cana-4311	115	12	detect	detect	VERB
cana-4311	115	13	and	and	CCONJ
cana-4311	115	14	address	address	VERB
cana-4311	115	15	any	any	DET
cana-4311	115	16	anomalies	anomaly	NOUN
cana-4311	115	17	or	or	CCONJ
cana-4311	115	18	errors	error	NOUN
cana-4311	115	19	,	,	PUNCT
cana-4311	115	20	ensuring	ensure	VERB
cana-4311	115	21	the	the	DET
cana-4311	115	22	accuracy	accuracy	NOUN
cana-4311	115	23	of	of	ADP
cana-4311	115	24	the	the	DET
cana-4311	115	25	deep	deep	ADJ
cana-4311	115	26	learning	learning	NOUN
cana-4311	115	27	models	model	NOUN
cana-4311	115	28	trained	train	VERB
cana-4311	115	29	on	on	ADP
cana-4311	115	30	this	this	DET
cana-4311	115	31	data	datum	NOUN
cana-4311	115	32	.	.	PUNCT
cana-4311	116	1	continuous	continuous	ADJ
cana-4311	116	2	monitoring	monitoring	NOUN
cana-4311	116	3	of	of	ADP
cana-4311	116	4	the	the	DET
cana-4311	116	5	data	data	NOUN
cana-4311	116	6	collection	collection	NOUN
cana-4311	116	7	process	process	NOUN
cana-4311	116	8	,	,	PUNCT
cana-4311	116	9	along	along	ADP
cana-4311	116	10	with	with	ADP
cana-4311	116	11	regular	regular	ADJ
cana-4311	116	12	sensor	sensor	NOUN
cana-4311	116	13	maintenance	maintenance	NOUN
cana-4311	116	14	and	and	CCONJ
cana-4311	116	15	calibration	calibration	NOUN
cana-4311	116	16	,	,	PUNCT
cana-4311	116	17	will	will	AUX
cana-4311	116	18	help	help	VERB
cana-4311	116	19	ensure	ensure	VERB
cana-4311	116	20	ongoing	ongoing	ADJ
cana-4311	116	21	data	datum	NOUN
cana-4311	116	22	accuracy	accuracy	NOUN
cana-4311	116	23	and	and	CCONJ
cana-4311	116	24	reliability	reliability	NOUN
cana-4311	116	25	.	.	PUNCT
cana-4311	117	1	finally	finally	ADV
cana-4311	117	2	,	,	PUNCT
cana-4311	117	3	for	for	ADP
cana-4311	117	4	supervised	supervised	ADJ
cana-4311	117	5	learning	learning	NOUN
cana-4311	117	6	applications	application	NOUN
cana-4311	117	7	,	,	PUNCT
cana-4311	117	8	it	it	PRON
cana-4311	117	9	is	be	AUX
cana-4311	117	10	important	important	ADJ
cana-4311	117	11	to	to	PART
cana-4311	117	12	properly	properly	ADV
cana-4311	117	13	label	label	VERB
cana-4311	117	14	the	the	DET
cana-4311	117	15	collected	collect	VERB
cana-4311	117	16	data	datum	NOUN
cana-4311	117	17	to	to	PART
cana-4311	117	18	facilitate	facilitate	VERB
cana-4311	117	19	effective	effective	ADJ
cana-4311	117	20	training	training	NOUN
cana-4311	117	21	and	and	CCONJ
cana-4311	117	22	validation	validation	NOUN
cana-4311	117	23	of	of	ADP
cana-4311	117	24	the	the	DET
cana-4311	117	25	deep	deep	ADJ
cana-4311	117	26	learning	learning	NOUN
cana-4311	117	27	models	model	NOUN
cana-4311	117	28	.	.	PUNCT
cana-4311	118	1	4.2	4.2	NUM
cana-4311	118	2	data	datum	NOUN
cana-4311	118	3	pre	pre	ADJ
cana-4311	118	4	-	-	ADJ
cana-4311	118	5	processing	processing	ADJ
cana-4311	118	6	pre	pre	ADJ
cana-4311	118	7	-	-	ADJ
cana-4311	118	8	processing	processing	ADJ
cana-4311	118	9	data	datum	NOUN
cana-4311	118	10	is	be	AUX
cana-4311	118	11	important	important	ADJ
cana-4311	118	12	to	to	PART
cana-4311	118	13	ensure	ensure	VERB
cana-4311	118	14	data	datum	NOUN
cana-4311	118	15	quality	quality	NOUN
cana-4311	118	16	and	and	CCONJ
cana-4311	118	17	model	model	NOUN
cana-4311	118	18	performance	performance	NOUN
cana-4311	118	19	.	.	PUNCT
cana-4311	119	1	first	first	ADV
cana-4311	119	2	,	,	PUNCT
cana-4311	119	3	it	it	PRON
cana-4311	119	4	’s	’	VERB
cana-4311	119	5	essential	essential	ADJ
cana-4311	119	6	to	to	PART
cana-4311	119	7	address	address	VERB
cana-4311	119	8	any	any	DET
cana-4311	119	9	missing	missing	ADJ
cana-4311	119	10	or	or	CCONJ
cana-4311	119	11	null	null	ADJ
cana-4311	119	12	values	value	NOUN
cana-4311	119	13	in	in	ADP
cana-4311	119	14	the	the	DET
cana-4311	119	15	dataset	dataset	NOUN
cana-4311	119	16	,	,	PUNCT
cana-4311	119	17	either	either	CCONJ
cana-4311	119	18	by	by	ADP
cana-4311	119	19	imputing	impute	VERB
cana-4311	119	20	them	they	PRON
cana-4311	119	21	or	or	CCONJ
cana-4311	119	22	removing	remove	VERB
cana-4311	119	23	incomplete	incomplete	ADJ
cana-4311	119	24	records	record	NOUN
cana-4311	119	25	to	to	PART
cana-4311	119	26	preserve	preserve	VERB
cana-4311	119	27	data	datum	NOUN
cana-4311	119	28	integrity	integrity	NOUN
cana-4311	119	29	.	.	PUNCT
cana-4311	120	1	noise	noise	NOUN
cana-4311	120	2	reduction	reduction	NOUN
cana-4311	120	3	techniques	technique	NOUN
cana-4311	120	4	,	,	PUNCT
cana-4311	120	5	such	such	ADJ
cana-4311	120	6	as	as	ADP
cana-4311	120	7	smoothing	smooth	VERB
cana-4311	120	8	or	or	CCONJ
cana-4311	120	9	filtering	filtering	NOUN
cana-4311	120	10	,	,	PUNCT
cana-4311	120	11	should	should	AUX
cana-4311	120	12	be	be	AUX
cana-4311	120	13	applied	apply	VERB
cana-4311	120	14	to	to	PART
cana-4311	120	15	minimize	minimize	VERB
cana-4311	120	16	any	any	DET
cana-4311	120	17	disruptions	disruption	NOUN
cana-4311	120	18	in	in	ADP
cana-4311	120	19	sensor	sensor	NOUN
cana-4311	120	20	readings	reading	NOUN
cana-4311	120	21	common	common	ADJ
cana-4311	120	22	in	in	ADP
cana-4311	120	23	micro	micro	PROPN
cana-4311	120	24	electric	electric	ADJ
cana-4311	120	25	environments	environment	NOUN
cana-4311	120	26	.	.	PUNCT
cana-4311	121	1	feature	feature	NOUN
cana-4311	121	2	engineering	engineering	NOUN
cana-4311	121	3	,	,	PUNCT
cana-4311	121	4	which	which	PRON
cana-4311	121	5	involves	involve	VERB
cana-4311	121	6	creating	create	VERB
cana-4311	121	7	or	or	CCONJ
cana-4311	121	8	transforming	transform	VERB
cana-4311	121	9	features	feature	NOUN
cana-4311	121	10	to	to	PART
cana-4311	121	11	reveal	reveal	VERB
cana-4311	121	12	important	important	ADJ
cana-4311	121	13	patterns	pattern	NOUN
cana-4311	121	14	,	,	PUNCT
cana-4311	121	15	is	be	AUX
cana-4311	121	16	another	another	DET
cana-4311	121	17	important	important	ADJ
cana-4311	121	18	step	step	NOUN
cana-4311	121	19	that	that	PRON
cana-4311	121	20	can	can	AUX
cana-4311	121	21	significantly	significantly	ADV
cana-4311	121	22	enhance	enhance	VERB
cana-4311	121	23	model	model	NOUN
cana-4311	121	24	performance	performance	NOUN
cana-4311	121	25	.	.	PUNCT
cana-4311	122	1	categorical	categorical	ADJ
cana-4311	122	2	variables	variable	NOUN
cana-4311	122	3	should	should	AUX
cana-4311	122	4	be	be	AUX
cana-4311	122	5	encoded	encode	VERB
cana-4311	122	6	using	use	VERB
cana-4311	122	7	methods	method	NOUN
cana-4311	122	8	like	like	ADP
cana-4311	122	9	one	one	NUM
cana-4311	122	10	-	-	PUNCT
cana-4311	122	11	hot	hot	ADJ
cana-4311	122	12	or	or	CCONJ
cana-4311	122	13	label	label	NOUN
cana-4311	122	14	encoding	encoding	NOUN
cana-4311	122	15	to	to	PART
cana-4311	122	16	make	make	VERB
cana-4311	122	17	them	they	PRON
cana-4311	122	18	compatible	compatible	ADJ
cana-4311	122	19	with	with	ADP
cana-4311	122	20	deep	deep	ADJ
cana-4311	122	21	learning	learning	NOUN
cana-4311	122	22	models	model	NOUN
cana-4311	122	23	.	.	PUNCT
cana-4311	123	1	it	it	PRON
cana-4311	123	2	’s	’	VERB
cana-4311	123	3	also	also	ADV
cana-4311	123	4	important	important	ADJ
cana-4311	123	5	to	to	PART
cana-4311	123	6	identify	identify	VERB
cana-4311	123	7	and	and	CCONJ
cana-4311	123	8	remove	remove	VERB
cana-4311	123	9	redundant	redundant	ADJ
cana-4311	123	10	or	or	CCONJ
cana-4311	123	11	irrelevant	irrelevant	ADJ
cana-4311	123	12	features	feature	NOUN
cana-4311	123	13	that	that	PRON
cana-4311	123	14	may	may	AUX
cana-4311	123	15	not	not	PART
cana-4311	123	16	contribute	contribute	VERB
cana-4311	123	17	meaningfully	meaningfully	ADV
cana-4311	123	18	to	to	ADP
cana-4311	123	19	the	the	DET
cana-4311	123	20	model	model	NOUN
cana-4311	123	21	,	,	PUNCT
cana-4311	123	22	simplifying	simplify	VERB
cana-4311	123	23	the	the	DET
cana-4311	123	24	process	process	NOUN
cana-4311	123	25	and	and	CCONJ
cana-4311	123	26	reducing	reduce	VERB
cana-4311	123	27	computational	computational	ADJ
cana-4311	123	28	demands	demand	NOUN
cana-4311	123	29	.	.	PUNCT
cana-4311	124	1	for	for	ADP
cana-4311	124	2	time	time	NOUN
cana-4311	124	3	-	-	PUNCT
cana-4311	124	4	sensitive	sensitive	ADJ
cana-4311	124	5	data	datum	NOUN
cana-4311	124	6	,	,	PUNCT
cana-4311	124	7	ensuring	ensure	VERB
cana-4311	124	8	that	that	SCONJ
cana-4311	124	9	timestamps	timestamp	NOUN
cana-4311	124	10	are	be	AUX
cana-4311	124	11	synchronized	synchronize	VERB
cana-4311	124	12	across	across	ADP
cana-4311	124	13	multiple	multiple	ADJ
cana-4311	124	14	sensors	sensor	NOUN
cana-4311	124	15	communications	communication	NOUN
cana-4311	124	16	on	on	ADP
cana-4311	124	17	applied	apply	VERB
cana-4311	124	18	nonlinear	nonlinear	ADJ
cana-4311	124	19	analysis	analysis	NOUN
cana-4311	124	20	issn	issn	NOUN
cana-4311	124	21	:	:	PUNCT
cana-4311	124	22	1074	1074	NUM
cana-4311	124	23	-	-	PUNCT
cana-4311	124	24	133x	133x	NUM
cana-4311	124	25	vol	vol	NOUN
cana-4311	124	26	32	32	NUM
cana-4311	124	27	no	no	NOUN
cana-4311	124	28	.	.	PUNCT
cana-4311	125	1	9s	9s	NUM
cana-4311	125	2	(	(	PUNCT
cana-4311	125	3	2025	2025	NUM
cana-4311	125	4	)	)	PUNCT
cana-4311	125	5	1786	1786	NUM
cana-4311	125	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4311	125	7	will	will	AUX
cana-4311	125	8	help	help	VERB
cana-4311	125	9	ensure	ensure	VERB
cana-4311	125	10	accuracy	accuracy	NOUN
cana-4311	125	11	in	in	ADP
cana-4311	125	12	analysis	analysis	NOUN
cana-4311	125	13	.	.	PUNCT
cana-4311	126	1	outliers	outlier	NOUN
cana-4311	126	2	in	in	ADP
cana-4311	126	3	the	the	DET
cana-4311	126	4	dataset	dataset	NOUN
cana-4311	126	5	,	,	PUNCT
cana-4311	126	6	which	which	PRON
cana-4311	126	7	can	can	AUX
cana-4311	126	8	negatively	negatively	ADV
cana-4311	126	9	impact	impact	VERB
cana-4311	126	10	training	training	NOUN
cana-4311	126	11	,	,	PUNCT
cana-4311	126	12	should	should	AUX
cana-4311	126	13	either	either	CCONJ
cana-4311	126	14	be	be	AUX
cana-4311	126	15	removed	remove	VERB
cana-4311	126	16	or	or	CCONJ
cana-4311	126	17	transformed	transform	VERB
cana-4311	126	18	to	to	PART
cana-4311	126	19	mitigate	mitigate	VERB
cana-4311	126	20	their	their	PRON
cana-4311	126	21	effects	effect	NOUN
cana-4311	126	22	.	.	PUNCT
cana-4311	127	1	finally	finally	ADV
cana-4311	127	2	,	,	PUNCT
cana-4311	127	3	pre	pre	ADJ
cana-4311	127	4	-	-	ADJ
cana-4311	127	5	processing	processing	NOUN
cana-4311	127	6	must	must	AUX
cana-4311	127	7	take	take	VERB
cana-4311	127	8	into	into	ADP
cana-4311	127	9	account	account	NOUN
cana-4311	127	10	the	the	DET
cana-4311	127	11	computational	computational	ADJ
cana-4311	127	12	and	and	CCONJ
cana-4311	127	13	memory	memory	NOUN
cana-4311	127	14	limitations	limitation	NOUN
cana-4311	127	15	of	of	ADP
cana-4311	127	16	edge	edge	NOUN
cana-4311	127	17	devices	device	NOUN
cana-4311	127	18	,	,	PUNCT
cana-4311	127	19	optimizing	optimize	VERB
cana-4311	127	20	algorithms	algorithm	NOUN
cana-4311	127	21	to	to	PART
cana-4311	127	22	function	function	VERB
cana-4311	127	23	efficiently	efficiently	ADV
cana-4311	127	24	4.3	4.3	NUM
cana-4311	127	25	bayesian	bayesian	NOUN
cana-4311	127	26	neural	neural	ADJ
cana-4311	127	27	network	network	NOUN
cana-4311	127	28	design	design	NOUN
cana-4311	127	29	lightweight	lightweight	ADJ
cana-4311	127	30	bayesian	bayesian	NOUN
cana-4311	127	31	neural	neural	ADJ
cana-4311	127	32	network	network	NOUN
cana-4311	127	33	(	(	PUNCT
cana-4311	127	34	bnn	bnn	NOUN
cana-4311	127	35	)	)	PUNCT
cana-4311	127	36	models	model	NOUN
cana-4311	127	37	specifically	specifically	ADV
cana-4311	127	38	for	for	ADP
cana-4311	127	39	the	the	DET
cana-4311	127	40	limited	limited	ADJ
cana-4311	127	41	computational	computational	ADJ
cana-4311	127	42	resources	resource	NOUN
cana-4311	127	43	of	of	ADP
cana-4311	127	44	micro	micro	PROPN
cana-4311	127	45	electric	electric	PROPN
cana-4311	127	46	iot	iot	PROPN
cana-4311	127	47	devices	device	NOUN
cana-4311	127	48	.	.	PUNCT
cana-4311	128	1	dynamically	dynamically	ADV
cana-4311	128	2	adjust	adjust	VERB
cana-4311	128	3	learning	learn	VERB
cana-4311	128	4	rates	rate	NOUN
cana-4311	128	5	based	base	VERB
cana-4311	128	6	on	on	ADP
cana-4311	128	7	model	model	NOUN
cana-4311	128	8	performance	performance	NOUN
cana-4311	128	9	to	to	PART
cana-4311	128	10	ensure	ensure	VERB
cana-4311	128	11	efficient	efficient	ADJ
cana-4311	128	12	convergence	convergence	NOUN
cana-4311	128	13	and	and	CCONJ
cana-4311	128	14	reduce	reduce	VERB
cana-4311	128	15	unnecessary	unnecessary	ADJ
cana-4311	128	16	computational	computational	ADJ
cana-4311	128	17	overhead	overhead	NOUN
cana-4311	128	18	.	.	PUNCT
cana-4311	129	1	optimize	optimize	VERB
cana-4311	129	2	the	the	DET
cana-4311	129	3	inference	inference	NOUN
cana-4311	129	4	process	process	NOUN
cana-4311	129	5	of	of	ADP
cana-4311	129	6	bnns	bnn	NOUN
cana-4311	129	7	to	to	PART
cana-4311	129	8	suit	suit	VERB
cana-4311	129	9	resource	resource	NOUN
cana-4311	129	10	-	-	PUNCT
cana-4311	129	11	constrained	constrain	VERB
cana-4311	129	12	environments	environment	NOUN
cana-4311	129	13	by	by	ADP
cana-4311	129	14	employing	employ	VERB
cana-4311	129	15	techniques	technique	NOUN
cana-4311	129	16	such	such	ADJ
cana-4311	129	17	as	as	ADP
cana-4311	129	18	approximate	approximate	ADJ
cana-4311	129	19	inference	inference	NOUN
cana-4311	129	20	or	or	CCONJ
cana-4311	129	21	efficient	efficient	ADJ
cana-4311	129	22	sampling	sampling	NOUN
cana-4311	129	23	methods	method	NOUN
cana-4311	129	24	,	,	PUNCT
cana-4311	129	25	which	which	PRON
cana-4311	129	26	lower	low	ADJ
cana-4311	129	27	computational	computational	ADJ
cana-4311	129	28	demands	demand	NOUN
cana-4311	129	29	without	without	ADP
cana-4311	129	30	sacrificing	sacrifice	VERB
cana-4311	129	31	accuracy	accuracy	NOUN
cana-4311	129	32	.	.	PUNCT
cana-4311	130	1	implement	implement	VERB
cana-4311	130	2	selective	selective	ADJ
cana-4311	130	3	data	datum	NOUN
cana-4311	130	4	sampling	sample	VERB
cana-4311	130	5	to	to	PART
cana-4311	130	6	prioritize	prioritize	VERB
cana-4311	130	7	the	the	DET
cana-4311	130	8	most	most	ADV
cana-4311	130	9	informative	informative	ADJ
cana-4311	130	10	data	datum	NOUN
cana-4311	130	11	points	point	NOUN
cana-4311	130	12	during	during	ADP
cana-4311	130	13	training	training	NOUN
cana-4311	130	14	,	,	PUNCT
cana-4311	130	15	thereby	thereby	ADV
cana-4311	130	16	reducing	reduce	VERB
cana-4311	130	17	training	training	NOUN
cana-4311	130	18	time	time	NOUN
cana-4311	130	19	and	and	CCONJ
cana-4311	130	20	computational	computational	ADJ
cana-4311	130	21	requirements	requirement	NOUN
cana-4311	130	22	while	while	SCONJ
cana-4311	130	23	preserving	preserve	VERB
cana-4311	130	24	model	model	NOUN
cana-4311	130	25	effectiveness	effectiveness	NOUN
cana-4311	130	26	.	.	PUNCT
cana-4311	131	1	leverage	leverage	NOUN
cana-4311	131	2	edge	edge	NOUN
cana-4311	131	3	computing	compute	VERB
cana-4311	131	4	to	to	PART
cana-4311	131	5	enable	enable	VERB
cana-4311	131	6	localized	localized	ADJ
cana-4311	131	7	data	datum	NOUN
cana-4311	131	8	processing	processing	NOUN
cana-4311	131	9	,	,	PUNCT
cana-4311	131	10	minimizing	minimize	VERB
cana-4311	131	11	reliance	reliance	NOUN
cana-4311	131	12	on	on	ADP
cana-4311	131	13	distant	distant	ADJ
cana-4311	131	14	servers	server	NOUN
cana-4311	131	15	.	.	PUNCT
cana-4311	132	1	incorporate	incorporate	VERB
cana-4311	132	2	energy	energy	NOUN
cana-4311	132	3	-	-	PUNCT
cana-4311	132	4	aware	aware	ADJ
cana-4311	132	5	training	training	NOUN
cana-4311	132	6	methods	method	NOUN
cana-4311	132	7	into	into	ADP
cana-4311	132	8	bnn	bnn	PROPN
cana-4311	132	9	development	development	PROPN
cana-4311	132	10	,	,	PUNCT
cana-4311	132	11	factoring	factor	VERB
cana-4311	132	12	energy	energy	NOUN
cana-4311	132	13	consumption	consumption	NOUN
cana-4311	132	14	into	into	ADP
cana-4311	132	15	the	the	DET
cana-4311	132	16	optimization	optimization	NOUN
cana-4311	132	17	process	process	NOUN
cana-4311	132	18	to	to	PART
cana-4311	132	19	create	create	VERB
cana-4311	132	20	models	model	NOUN
cana-4311	132	21	that	that	PRON
cana-4311	132	22	are	be	AUX
cana-4311	132	23	both	both	CCONJ
cana-4311	132	24	accurate	accurate	ADJ
cana-4311	132	25	and	and	CCONJ
cana-4311	132	26	energy	energy	NOUN
cana-4311	132	27	-	-	PUNCT
cana-4311	132	28	efficient	efficient	ADJ
cana-4311	132	29	for	for	ADP
cana-4311	132	30	deployment	deployment	NOUN
cana-4311	132	31	.	.	PUNCT
cana-4311	133	1	utilize	utilize	VERB
cana-4311	133	2	the	the	DET
cana-4311	133	3	probabilistic	probabilistic	ADJ
cana-4311	133	4	features	feature	NOUN
cana-4311	133	5	of	of	ADP
cana-4311	133	6	bnns	bnn	NOUN
cana-4311	133	7	to	to	PART
cana-4311	133	8	enable	enable	VERB
cana-4311	133	9	intelligent	intelligent	ADJ
cana-4311	133	10	sleep	sleep	NOUN
cana-4311	133	11	scheduling	scheduling	NOUN
cana-4311	133	12	,	,	PUNCT
cana-4311	133	13	predicting	predict	VERB
cana-4311	133	14	low	low	ADJ
cana-4311	133	15	-	-	PUNCT
cana-4311	133	16	activity	activity	NOUN
cana-4311	133	17	periods	period	NOUN
cana-4311	133	18	using	use	VERB
cana-4311	133	19	uncertainty	uncertainty	NOUN
cana-4311	133	20	estimates	estimate	NOUN
cana-4311	133	21	,	,	PUNCT
cana-4311	133	22	and	and	CCONJ
cana-4311	133	23	scheduling	scheduling	NOUN
cana-4311	133	24	sleep	sleep	NOUN
cana-4311	133	25	modes	mode	NOUN
cana-4311	133	26	during	during	ADP
cana-4311	133	27	these	these	DET
cana-4311	133	28	times	time	NOUN
cana-4311	133	29	to	to	PART
cana-4311	133	30	conserve	conserve	VERB
cana-4311	133	31	energy	energy	NOUN
cana-4311	133	32	.	.	PUNCT
cana-4311	134	1	opt	opt	NOUN
cana-4311	134	2	for	for	ADP
cana-4311	134	3	energy	energy	NOUN
cana-4311	134	4	-	-	PUNCT
cana-4311	134	5	efficient	efficient	ADJ
cana-4311	134	6	activation	activation	NOUN
cana-4311	134	7	functions	function	NOUN
cana-4311	134	8	within	within	ADP
cana-4311	134	9	the	the	DET
cana-4311	134	10	bnn	bnn	PROPN
cana-4311	134	11	architecture	architecture	NOUN
cana-4311	134	12	,	,	PUNCT
cana-4311	134	13	as	as	SCONJ
cana-4311	134	14	some	some	PRON
cana-4311	134	15	are	be	AUX
cana-4311	134	16	less	less	ADV
cana-4311	134	17	computationally	computationally	ADV
cana-4311	134	18	intensive	intensive	ADJ
cana-4311	134	19	and	and	CCONJ
cana-4311	134	20	better	well	ADV
cana-4311	134	21	suited	suit	VERB
cana-4311	134	22	for	for	ADP
cana-4311	134	23	devices	device	NOUN
cana-4311	134	24	with	with	ADP
cana-4311	134	25	limited	limited	ADJ
cana-4311	134	26	resources	resource	NOUN
cana-4311	134	27	.	.	PUNCT
cana-4311	135	1	additionally	additionally	ADV
cana-4311	135	2	,	,	PUNCT
cana-4311	135	3	integrate	integrate	VERB
cana-4311	135	4	smart	smart	ADJ
cana-4311	135	5	data	datum	NOUN
cana-4311	135	6	compression	compression	NOUN
cana-4311	135	7	techniques	technique	NOUN
cana-4311	135	8	that	that	PRON
cana-4311	135	9	align	align	VERB
cana-4311	135	10	with	with	ADP
cana-4311	135	11	the	the	DET
cana-4311	135	12	probabilistic	probabilistic	ADJ
cana-4311	135	13	characteristics	characteristic	NOUN
cana-4311	135	14	of	of	ADP
cana-4311	135	15	bnns	bnn	NOUN
cana-4311	135	16	,	,	PUNCT
cana-4311	135	17	further	far	ADV
cana-4311	135	18	enhancing	enhance	VERB
cana-4311	135	19	energy	energy	NOUN
cana-4311	135	20	efficiency	efficiency	NOUN
cana-4311	135	21	.	.	PUNCT
cana-4311	136	1	figure	figure	NOUN
cana-4311	136	2	2	2	NUM
cana-4311	136	3	illustrates	illustrate	VERB
cana-4311	136	4	the	the	DET
cana-4311	136	5	proposed	propose	VERB
cana-4311	136	6	diagram	diagram	NOUN
cana-4311	136	7	of	of	ADP
cana-4311	136	8	this	this	DET
cana-4311	136	9	framework	framework	NOUN
cana-4311	136	10	.	.	PUNCT
cana-4311	137	1	fig	fig	NOUN
cana-4311	137	2	2	2	NUM
cana-4311	137	3	:	:	PUNCT
cana-4311	137	4	proposed	propose	VERB
cana-4311	137	5	diagram	diagram	NOUN
cana-4311	137	6	there	there	PRON
cana-4311	137	7	are	be	VERB
cana-4311	137	8	multiple	multiple	ADJ
cana-4311	137	9	ways	way	NOUN
cana-4311	137	10	to	to	PART
cana-4311	137	11	define	define	VERB
cana-4311	137	12	a	a	DET
cana-4311	137	13	bayesian	bayesian	NOUN
cana-4311	137	14	network	network	NOUN
cana-4311	137	15	.	.	PUNCT
cana-4311	138	1	let	let	VERB
cana-4311	138	2	g	g	PROPN
cana-4311	138	3	=	=	SYM
cana-4311	138	4	(	(	PUNCT
cana-4311	138	5	v	v	NOUN
cana-4311	138	6	,	,	PUNCT
cana-4311	138	7	e	e	NOUN
cana-4311	138	8	)	)	PUNCT
cana-4311	138	9	represent	represent	VERB
cana-4311	138	10	a	a	DET
cana-4311	138	11	directed	direct	VERB
cana-4311	138	12	acyclic	acyclic	ADJ
cana-4311	138	13	graph	graph	NOUN
cana-4311	138	14	(	(	PUNCT
cana-4311	138	15	dag	dag	PROPN
cana-4311	138	16	)	)	PUNCT
cana-4311	138	17	,	,	PUNCT
cana-4311	138	18	and	and	CCONJ
cana-4311	138	19	x	x	X
cana-4311	138	20	=	=	SYM
cana-4311	138	21	(	(	PUNCT
cana-4311	138	22	xv	xv	PROPN
cana-4311	138	23	)	)	PUNCT
cana-4311	138	24	,	,	PUNCT
cana-4311	138	25	where	where	SCONJ
cana-4311	138	26	v	v	X
cana-4311	138	27	∈	∈	PROPN
cana-4311	138	28	v	v	NOUN
cana-4311	138	29	,	,	PUNCT
cana-4311	138	30	be	be	AUX
cana-4311	138	31	a	a	DET
cana-4311	138	32	set	set	NOUN
cana-4311	138	33	of	of	ADP
cana-4311	138	34	random	random	ADJ
cana-4311	138	35	variables	variable	NOUN
cana-4311	138	36	indexed	index	VERB
cana-4311	138	37	by	by	ADP
cana-4311	138	38	v.	v.	NOUN
cana-4311	138	39	according	accord	VERB
cana-4311	138	40	to	to	ADP
cana-4311	138	41	the	the	DET
cana-4311	138	42	factorization	factorization	NOUN
cana-4311	138	43	definition	definition	NOUN
cana-4311	138	44	,	,	PUNCT
cana-4311	138	45	x	x	X
cana-4311	138	46	is	be	AUX
cana-4311	138	47	a	a	DET
cana-4311	138	48	bayesian	bayesian	NOUN
cana-4311	138	49	network	network	NOUN
cana-4311	138	50	with	with	ADP
cana-4311	138	51	respect	respect	NOUN
cana-4311	138	52	to	to	ADP
cana-4311	138	53	g	g	NOUN
cana-4311	138	54	if	if	SCONJ
cana-4311	138	55	its	its	PRON
cana-4311	138	56	joint	joint	ADJ
cana-4311	138	57	probability	probability	NOUN
cana-4311	138	58	density	density	NOUN
cana-4311	138	59	function	function	NOUN
cana-4311	138	60	can	can	AUX
cana-4311	138	61	be	be	AUX
cana-4311	138	62	expressed	express	VERB
cana-4311	138	63	as	as	ADP
cana-4311	138	64	the	the	DET
cana-4311	138	65	product	product	NOUN
cana-4311	138	66	of	of	ADP
cana-4311	138	67	individual	individual	ADJ
cana-4311	138	68	density	density	NOUN
cana-4311	138	69	functions	function	NOUN
cana-4311	138	70	,	,	PUNCT
cana-4311	138	71	each	each	PRON
cana-4311	138	72	conditioned	condition	VERB
cana-4311	138	73	on	on	ADP
cana-4311	138	74	its	its	PRON
cana-4311	138	75	parent	parent	NOUN
cana-4311	138	76	variables	variable	NOUN
cana-4311	138	77	.	.	PUNCT
cana-4311	139	1	𝑞(𝑢	𝑞(𝑢	ADV
cana-4311	139	2	)	)	PUNCT
cana-4311	139	3	=	=	SYM
cana-4311	139	4	∏	∏	PROPN
cana-4311	139	5	𝑞(𝑦𝑢/𝑦𝑞𝑎(𝑢)𝑢𝜖𝑈	𝑞(𝑦𝑢/𝑦𝑞𝑎(𝑢)𝑢𝜖𝑈	NOUN
cana-4311	139	6	)	)	PUNCT
cana-4311	139	7	(	(	PUNCT
cana-4311	139	8	1	1	X
cana-4311	139	9	)	)	PUNCT
cana-4311	139	10	communications	communication	NOUN
cana-4311	139	11	on	on	ADP
cana-4311	139	12	applied	apply	VERB
cana-4311	139	13	nonlinear	nonlinear	ADJ
cana-4311	139	14	analysis	analysis	NOUN
cana-4311	139	15	issn	issn	NOUN
cana-4311	139	16	:	:	PUNCT
cana-4311	139	17	1074	1074	NUM
cana-4311	139	18	-	-	PUNCT
cana-4311	139	19	133x	133x	NUM
cana-4311	139	20	vol	vol	NOUN
cana-4311	139	21	32	32	NUM
cana-4311	139	22	no	no	NOUN
cana-4311	139	23	.	.	PUNCT
cana-4311	140	1	9s	9s	NUM
cana-4311	140	2	(	(	PUNCT
cana-4311	140	3	2025	2025	NUM
cana-4311	140	4	)	)	PUNCT
cana-4311	140	5	1787	1787	NUM
cana-4311	140	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4311	141	1	where	where	SCONJ
cana-4311	141	2	qa(u	qa(u	NOUN
cana-4311	141	3	)	)	PUNCT
cana-4311	141	4	is	be	AUX
cana-4311	141	5	the	the	DET
cana-4311	141	6	set	set	NOUN
cana-4311	141	7	of	of	ADP
cana-4311	141	8	parents	parent	NOUN
cana-4311	141	9	of	of	ADP
cana-4311	141	10	u(i.e	u(i.e	NOUN
cana-4311	141	11	.	.	PUNCT
cana-4311	142	1	those	those	DET
cana-4311	142	2	vertices	vertice	VERB
cana-4311	142	3	pointing	point	VERB
cana-4311	142	4	directly	directly	ADV
cana-4311	142	5	to	to	ADP
cana-4311	142	6	u	u	NOUN
cana-4311	142	7	via	via	ADP
cana-4311	142	8	a	a	DET
cana-4311	142	9	single	single	ADJ
cana-4311	142	10	edge	edge	NOUN
cana-4311	142	11	)	)	PUNCT
cana-4311	142	12	.	.	PUNCT
cana-4311	143	1	for	for	ADP
cana-4311	143	2	any	any	DET
cana-4311	143	3	set	set	NOUN
cana-4311	143	4	of	of	ADP
cana-4311	143	5	random	random	ADJ
cana-4311	143	6	variables	variable	NOUN
cana-4311	143	7	,	,	PUNCT
cana-4311	143	8	the	the	DET
cana-4311	143	9	probability	probability	NOUN
cana-4311	143	10	of	of	ADP
cana-4311	143	11	any	any	DET
cana-4311	143	12	member	member	NOUN
cana-4311	143	13	of	of	ADP
cana-4311	143	14	a	a	DET
cana-4311	143	15	joint	joint	ADJ
cana-4311	143	16	distribution	distribution	NOUN
cana-4311	143	17	can	can	AUX
cana-4311	143	18	be	be	AUX
cana-4311	143	19	calculated	calculate	VERB
cana-4311	143	20	from	from	ADP
cana-4311	143	21	conditional	conditional	ADJ
cana-4311	143	22	probabilities	probability	NOUN
cana-4311	143	23	using	use	VERB
cana-4311	143	24	the	the	DET
cana-4311	143	25	chain	chain	NOUN
cana-4311	143	26	rule	rule	NOUN
cana-4311	143	27	as	as	SCONJ
cana-4311	143	28	follows	follow	VERB
cana-4311	143	29	:	:	PUNCT
cana-4311	143	30	𝑄(𝑌1	𝑄(𝑌1	PUNCT
cana-4311	144	1	=	=	PUNCT
cana-4311	144	2	𝑦1	𝑦1	PROPN
cana-4311	144	3	,	,	PUNCT
cana-4311	144	4	…	…	PUNCT
cana-4311	144	5	,	,	PUNCT
cana-4311	144	6	𝑌𝑛	𝑌𝑛	PROPN
cana-4311	144	7	=	=	PUNCT
cana-4311	144	8	𝑦𝑛	𝑦𝑛	NOUN
cana-4311	144	9	)	)	PUNCT
cana-4311	144	10	=	=	SYM
cana-4311	144	11	∏	∏	PROPN
cana-4311	144	12	𝑄(𝑌𝑢	𝑄(𝑌𝑢	NOUN
cana-4311	144	13	=	=	PUNCT
cana-4311	144	14	𝑦𝑢/𝑛	𝑦𝑢/𝑛	PROPN
cana-4311	144	15	𝑢=1	𝑢=1	NOUN
cana-4311	144	16	𝑌𝑢+1	𝑌𝑢+1	X
cana-4311	145	1	=	=	SYM
cana-4311	145	2	𝑦𝑢+1	𝑦𝑢+1	PROPN
cana-4311	145	3	,	,	PUNCT
cana-4311	145	4	…	…	PUNCT
cana-4311	145	5	,	,	PUNCT
cana-4311	146	1	𝑌𝑛	𝑌𝑛	PROPN
cana-4311	146	2	=	=	PUNCT
cana-4311	146	3	𝑦𝑛	𝑦𝑛	NOUN
cana-4311	146	4	)	)	PUNCT
cana-4311	146	5	(	(	PUNCT
cana-4311	146	6	2	2	X
cana-4311	146	7	)	)	PUNCT
cana-4311	146	8	using	use	VERB
cana-4311	146	9	the	the	DET
cana-4311	146	10	definition	definition	NOUN
cana-4311	146	11	above	above	ADP
cana-4311	146	12	,	,	PUNCT
cana-4311	146	13	this	this	PRON
cana-4311	146	14	can	can	AUX
cana-4311	146	15	be	be	AUX
cana-4311	146	16	written	write	VERB
cana-4311	146	17	as	as	ADP
cana-4311	146	18	:	:	PUNCT
cana-4311	146	19	𝑄(𝑌1	𝑄(𝑌1	PUNCT
cana-4311	146	20	=	=	PUNCT
cana-4311	146	21	𝑦1	𝑦1	PROPN
cana-4311	146	22	,	,	PUNCT
cana-4311	146	23	…	…	PUNCT
cana-4311	146	24	,	,	PUNCT
cana-4311	147	1	𝑌𝑛	𝑌𝑛	PROPN
cana-4311	147	2	=	=	PUNCT
cana-4311	147	3	𝑦𝑛	𝑦𝑛	NOUN
cana-4311	147	4	)	)	PUNCT
cana-4311	147	5	=	=	SYM
cana-4311	147	6	∏	∏	PROPN
cana-4311	147	7	𝑄(𝑌𝑢	𝑄(𝑌𝑢	NOUN
cana-4311	147	8	=	=	PUNCT
cana-4311	147	9	𝑦𝑢/𝑛	𝑦𝑢/𝑛	PROPN
cana-4311	147	10	𝑢=1	𝑢=1	NOUN
cana-4311	148	1	𝑌𝑗	𝑌𝑗	PROPN
cana-4311	148	2	=	=	PUNCT
cana-4311	148	3	𝑦𝑗	𝑦𝑗	PROPN
cana-4311	148	4	)	)	PUNCT
cana-4311	148	5	for	for	ADP
cana-4311	148	6	each	each	DET
cana-4311	148	7	𝑌𝑗	𝑌𝑗	PROPN
cana-4311	148	8	that	that	PRON
cana-4311	148	9	is	be	AUX
cana-4311	148	10	a	a	DET
cana-4311	148	11	parent	parent	NOUN
cana-4311	148	12	of	of	ADP
cana-4311	148	13	𝑌𝑢.	𝑌𝑢.	PROPN
cana-4311	148	14	(	(	PUNCT
cana-4311	148	15	3	3	NUM
cana-4311	148	16	)	)	PUNCT
cana-4311	148	17	the	the	DET
cana-4311	148	18	difference	difference	NOUN
cana-4311	148	19	between	between	ADP
cana-4311	148	20	the	the	DET
cana-4311	148	21	two	two	NUM
cana-4311	148	22	expressions	expression	NOUN
cana-4311	148	23	is	be	AUX
cana-4311	148	24	the	the	DET
cana-4311	148	25	conditional	conditional	ADJ
cana-4311	148	26	independence	independence	NOUN
cana-4311	148	27	of	of	ADP
cana-4311	148	28	the	the	DET
cana-4311	148	29	variables	variable	NOUN
cana-4311	148	30	from	from	ADP
cana-4311	148	31	any	any	PRON
cana-4311	148	32	of	of	ADP
cana-4311	148	33	their	their	PRON
cana-4311	148	34	non	non	NOUN
cana-4311	148	35	-	-	NOUN
cana-4311	148	36	descendants	descendant	NOUN
cana-4311	148	37	,	,	PUNCT
cana-4311	148	38	given	give	VERB
cana-4311	148	39	the	the	DET
cana-4311	148	40	values	value	NOUN
cana-4311	148	41	of	of	ADP
cana-4311	148	42	their	their	PRON
cana-4311	148	43	parent	parent	NOUN
cana-4311	148	44	variables	variable	NOUN
cana-4311	148	45	.	.	PUNCT
cana-4311	149	1	local	local	ADJ
cana-4311	149	2	markov	markov	NOUN
cana-4311	149	3	property	property	NOUN
cana-4311	149	4	x	x	PUNCT
cana-4311	149	5	is	be	AUX
cana-4311	149	6	a	a	DET
cana-4311	149	7	bayesian	bayesian	NOUN
cana-4311	149	8	network	network	NOUN
cana-4311	149	9	with	with	ADP
cana-4311	149	10	respect	respect	NOUN
cana-4311	149	11	to	to	ADP
cana-4311	149	12	g	g	NOUN
cana-4311	149	13	if	if	SCONJ
cana-4311	149	14	it	it	PRON
cana-4311	149	15	satisfies	satisfy	VERB
cana-4311	149	16	the	the	DET
cana-4311	149	17	local	local	ADJ
cana-4311	149	18	markov	markov	NOUN
cana-4311	149	19	property	property	NOUN
cana-4311	149	20	:	:	PUNCT
cana-4311	149	21	each	each	DET
cana-4311	149	22	variable	variable	NOUN
cana-4311	149	23	is	be	AUX
cana-4311	149	24	conditionally	conditionally	ADV
cana-4311	149	25	independent	independent	ADJ
cana-4311	149	26	of	of	ADP
cana-4311	149	27	its	its	PRON
cana-4311	149	28	non	non	NOUN
cana-4311	149	29	-	-	NOUN
cana-4311	149	30	descendants	descendant	NOUN
cana-4311	149	31	given	give	VERB
cana-4311	149	32	its	its	PRON
cana-4311	149	33	parent	parent	NOUN
cana-4311	149	34	variables	variable	NOUN
cana-4311	149	35	:	:	PUNCT
cana-4311	149	36	𝑌𝑢	𝑌𝑢	PROPN
cana-4311	149	37	∐	∐	X
cana-4311	149	38	𝑌𝑈\𝑑𝑒(𝑢)/	𝑌𝑈\𝑑𝑒(𝑢)/	VERB
cana-4311	149	39	𝑦𝑞𝑎(𝑢	𝑦𝑞𝑎(𝑢	NOUN
cana-4311	149	40	)	)	PUNCT
cana-4311	149	41	for	for	ADP
cana-4311	149	42	all	all	DET
cana-4311	149	43	u𝜖𝑈	u𝜖𝑈	NOUN
cana-4311	149	44	(	(	PUNCT
cana-4311	149	45	4	4	NUM
cana-4311	149	46	)	)	PUNCT
cana-4311	149	47	where	where	SCONJ
cana-4311	149	48	de(u	de(u	NOUN
cana-4311	149	49	)	)	PUNCT
cana-4311	149	50	is	be	AUX
cana-4311	149	51	the	the	DET
cana-4311	149	52	set	set	NOUN
cana-4311	149	53	of	of	ADP
cana-4311	149	54	descendants	descendant	NOUN
cana-4311	149	55	and	and	CCONJ
cana-4311	149	56	u	u	NOUN
cana-4311	149	57	\	\	PROPN
cana-4311	149	58	de(u	de(u	X
cana-4311	149	59	)	)	PUNCT
cana-4311	149	60	is	be	AUX
cana-4311	149	61	the	the	DET
cana-4311	149	62	set	set	NOUN
cana-4311	149	63	of	of	ADP
cana-4311	149	64	non	non	NOUN
cana-4311	149	65	-	-	NOUN
cana-4311	149	66	descendants	descendant	NOUN
cana-4311	149	67	of	of	ADP
cana-4311	149	68	u.	u.	NOUN
cana-4311	149	69	this	this	PRON
cana-4311	149	70	can	can	AUX
cana-4311	149	71	be	be	AUX
cana-4311	149	72	expressed	express	VERB
cana-4311	149	73	in	in	ADP
cana-4311	149	74	terms	term	NOUN
cana-4311	149	75	similar	similar	ADJ
cana-4311	149	76	to	to	ADP
cana-4311	149	77	the	the	DET
cana-4311	149	78	first	first	ADJ
cana-4311	149	79	definition	definition	NOUN
cana-4311	149	80	,	,	PUNCT
cana-4311	149	81	as	as	ADP
cana-4311	149	82	q(yu	q(yu	PROPN
cana-4311	149	83	=	=	SYM
cana-4311	149	84	yu	yu	PROPN
cana-4311	149	85	/	/	SYM
cana-4311	149	86	yi	yi	PROPN
cana-4311	149	87	=	=	SYM
cana-4311	149	88	yi	yi	PROPN
cana-4311	149	89	for	for	ADP
cana-4311	149	90	each	each	DET
cana-4311	149	91	yi	yi	NOUN
cana-4311	149	92	that	that	PRON
cana-4311	149	93	is	be	AUX
cana-4311	149	94	not	not	PART
cana-4311	149	95	a	a	DET
cana-4311	149	96	descendant	descendant	NOUN
cana-4311	149	97	of	of	ADP
cana-4311	149	98	yu	yu	PROPN
cana-4311	149	99	)	)	PUNCT
cana-4311	149	100	(	(	PUNCT
cana-4311	149	101	5	5	NUM
cana-4311	149	102	)	)	PUNCT
cana-4311	149	103	q(yu	q(yu	PROPN
cana-4311	149	104	=	=	SYM
cana-4311	149	105	yu	yu	PROPN
cana-4311	149	106	/	/	SYM
cana-4311	149	107	yj	yj	PROPN
cana-4311	149	108	=	=	PROPN
cana-4311	149	109	yj	yj	PROPN
cana-4311	149	110	for	for	ADP
cana-4311	149	111	each	each	DET
cana-4311	149	112	yj	yj	NOUN
cana-4311	149	113	that	that	PRON
cana-4311	149	114	is	be	AUX
cana-4311	149	115	not	not	PART
cana-4311	149	116	a	a	DET
cana-4311	149	117	descendant	descendant	NOUN
cana-4311	149	118	of	of	ADP
cana-4311	149	119	yu	yu	PROPN
cana-4311	149	120	)	)	PUNCT
cana-4311	149	121	(	(	PUNCT
cana-4311	149	122	6	6	X
cana-4311	149	123	)	)	PUNCT
cana-4311	149	124	the	the	DET
cana-4311	149	125	set	set	NOUN
cana-4311	149	126	of	of	ADP
cana-4311	149	127	parents	parent	NOUN
cana-4311	149	128	is	be	AUX
cana-4311	149	129	a	a	DET
cana-4311	149	130	subset	subset	NOUN
cana-4311	149	131	of	of	ADP
cana-4311	149	132	the	the	DET
cana-4311	149	133	set	set	NOUN
cana-4311	149	134	of	of	ADP
cana-4311	149	135	non	non	NOUN
cana-4311	149	136	-	-	NOUN
cana-4311	149	137	descendants	descendant	NOUN
cana-4311	149	138	because	because	SCONJ
cana-4311	149	139	the	the	DET
cana-4311	149	140	graph	graph	NOUN
cana-4311	149	141	is	be	AUX
cana-4311	149	142	acyclic	acyclic	ADJ
cana-4311	149	143	.	.	PUNCT
cana-4311	150	1	by	by	ADP
cana-4311	150	2	combining	combine	VERB
cana-4311	150	3	these	these	DET
cana-4311	150	4	strategies	strategy	NOUN
cana-4311	150	5	,	,	PUNCT
cana-4311	150	6	you	you	PRON
cana-4311	150	7	can	can	AUX
cana-4311	150	8	develop	develop	VERB
cana-4311	150	9	an	an	DET
cana-4311	150	10	intelligent	intelligent	ADJ
cana-4311	150	11	,	,	PUNCT
cana-4311	150	12	energy	energy	NOUN
cana-4311	150	13	-	-	PUNCT
cana-4311	150	14	efficient	efficient	ADJ
cana-4311	150	15	framework	framework	NOUN
cana-4311	150	16	using	use	VERB
cana-4311	150	17	bayesian	bayesian	NOUN
cana-4311	150	18	neural	neural	ADJ
cana-4311	150	19	networks	network	NOUN
cana-4311	150	20	for	for	ADP
cana-4311	150	21	micro	micro	PROPN
cana-4311	150	22	electric	electric	PROPN
cana-4311	150	23	iot	iot	PROPN
cana-4311	150	24	applications	application	NOUN
cana-4311	150	25	,	,	PUNCT
cana-4311	150	26	minimizing	minimize	VERB
cana-4311	150	27	power	power	NOUN
cana-4311	150	28	consumption	consumption	NOUN
cana-4311	150	29	while	while	SCONJ
cana-4311	150	30	maintaining	maintain	VERB
cana-4311	150	31	high	high	ADJ
cana-4311	150	32	performance	performance	NOUN
cana-4311	150	33	4.4	4.4	NUM
cana-4311	150	34	optimization	optimization	NOUN
cana-4311	150	35	in	in	ADP
cana-4311	150	36	this	this	DET
cana-4311	150	37	research	research	NOUN
cana-4311	150	38	,	,	PUNCT
cana-4311	150	39	the	the	DET
cana-4311	150	40	dragonfly	dragonfly	NOUN
cana-4311	150	41	optimization	optimization	NOUN
cana-4311	150	42	algorithm	algorithm	NOUN
cana-4311	150	43	(	(	PUNCT
cana-4311	150	44	doa	doa	NOUN
cana-4311	150	45	)	)	PUNCT
cana-4311	150	46	was	be	AUX
cana-4311	150	47	employed	employ	VERB
cana-4311	150	48	to	to	PART
cana-4311	150	49	improve	improve	VERB
cana-4311	150	50	the	the	DET
cana-4311	150	51	performance	performance	NOUN
cana-4311	150	52	of	of	ADP
cana-4311	150	53	an	an	DET
cana-4311	150	54	intelligent	intelligent	ADJ
cana-4311	150	55	and	and	CCONJ
cana-4311	150	56	energy	energy	NOUN
cana-4311	150	57	-	-	PUNCT
cana-4311	150	58	efficient	efficient	ADJ
cana-4311	150	59	framework	framework	NOUN
cana-4311	150	60	for	for	ADP
cana-4311	150	61	micro	micro	PROPN
cana-4311	150	62	electric	electric	PROPN
cana-4311	150	63	internet	internet	NOUN
cana-4311	150	64	of	of	ADP
cana-4311	150	65	things	thing	NOUN
cana-4311	150	66	(	(	PUNCT
cana-4311	150	67	iot	iot	NOUN
cana-4311	150	68	)	)	PUNCT
cana-4311	150	69	applications	application	NOUN
cana-4311	150	70	by	by	ADP
cana-4311	150	71	fine	fine	ADV
cana-4311	150	72	-	-	PUNCT
cana-4311	150	73	tuning	tune	VERB
cana-4311	150	74	its	its	PRON
cana-4311	150	75	hyperparameters	hyperparameter	NOUN
cana-4311	150	76	.	.	PUNCT
cana-4311	151	1	the	the	DET
cana-4311	151	2	doa	doa	NOUN
cana-4311	151	3	draws	draw	VERB
cana-4311	151	4	inspiration	inspiration	NOUN
cana-4311	151	5	from	from	ADP
cana-4311	151	6	the	the	DET
cana-4311	151	7	dynamic	dynamic	ADJ
cana-4311	151	8	and	and	CCONJ
cana-4311	151	9	static	static	ADJ
cana-4311	151	10	swarming	swarm	VERB
cana-4311	151	11	behaviors	behavior	NOUN
cana-4311	151	12	of	of	ADP
cana-4311	151	13	dragonflies	dragonfly	NOUN
cana-4311	151	14	,	,	PUNCT
cana-4311	151	15	which	which	PRON
cana-4311	151	16	encapsulate	encapsulate	VERB
cana-4311	151	17	two	two	NUM
cana-4311	151	18	essential	essential	ADJ
cana-4311	151	19	phases	phase	NOUN
cana-4311	151	20	of	of	ADP
cana-4311	151	21	metaheuristic	metaheuristic	ADJ
cana-4311	151	22	optimization	optimization	NOUN
cana-4311	151	23	:	:	PUNCT
cana-4311	151	24	exploration	exploration	NOUN
cana-4311	151	25	and	and	CCONJ
cana-4311	151	26	exploitation	exploitation	NOUN
cana-4311	151	27	.	.	PUNCT
cana-4311	152	1	in	in	ADP
cana-4311	152	2	nature	nature	NOUN
cana-4311	152	3	,	,	PUNCT
cana-4311	152	4	dragonflies	dragonfly	NOUN
cana-4311	152	5	form	form	VERB
cana-4311	152	6	sub	sub	NOUN
cana-4311	152	7	-	-	NOUN
cana-4311	152	8	swarms	swarm	NOUN
cana-4311	152	9	that	that	PRON
cana-4311	152	10	explore	explore	VERB
cana-4311	152	11	various	various	ADJ
cana-4311	152	12	regions	region	NOUN
cana-4311	152	13	within	within	ADP
cana-4311	152	14	a	a	DET
cana-4311	152	15	static	static	ADJ
cana-4311	152	16	swarm	swarm	NOUN
cana-4311	152	17	,	,	PUNCT
cana-4311	152	18	a	a	DET
cana-4311	152	19	behavior	behavior	NOUN
cana-4311	152	20	that	that	PRON
cana-4311	152	21	is	be	AUX
cana-4311	152	22	ideal	ideal	ADJ
cana-4311	152	23	for	for	ADP
cana-4311	152	24	the	the	DET
cana-4311	152	25	exploration	exploration	NOUN
cana-4311	152	26	phase	phase	NOUN
cana-4311	152	27	.	.	PUNCT
cana-4311	153	1	in	in	ADP
cana-4311	153	2	contrast	contrast	NOUN
cana-4311	153	3	,	,	PUNCT
cana-4311	153	4	during	during	ADP
cana-4311	153	5	the	the	DET
cana-4311	153	6	exploitation	exploitation	NOUN
cana-4311	153	7	phase	phase	NOUN
cana-4311	153	8	,	,	PUNCT
cana-4311	153	9	dragonflies	dragonfly	NOUN
cana-4311	153	10	unite	unite	VERB
cana-4311	153	11	into	into	ADP
cana-4311	153	12	large	large	ADJ
cana-4311	153	13	swarms	swarm	NOUN
cana-4311	153	14	and	and	CCONJ
cana-4311	153	15	focus	focus	VERB
cana-4311	153	16	on	on	ADP
cana-4311	153	17	a	a	DET
cana-4311	153	18	single	single	ADJ
cana-4311	153	19	direction	direction	NOUN
cana-4311	153	20	.	.	PUNCT
cana-4311	154	1	this	this	DET
cana-4311	154	2	swarming	swarm	VERB
cana-4311	154	3	behavior	behavior	NOUN
cana-4311	154	4	adheres	adhere	VERB
cana-4311	154	5	to	to	ADP
cana-4311	154	6	three	three	NUM
cana-4311	154	7	fundamental	fundamental	ADJ
cana-4311	154	8	principles	principle	NOUN
cana-4311	154	9	:	:	PUNCT
cana-4311	154	10	separation	separation	NOUN
cana-4311	154	11	,	,	PUNCT
cana-4311	154	12	alignment	alignment	NOUN
cana-4311	154	13	,	,	PUNCT
cana-4311	154	14	and	and	CCONJ
cana-4311	154	15	cohesion	cohesion	NOUN
cana-4311	154	16	,	,	PUNCT
cana-4311	154	17	all	all	PRON
cana-4311	154	18	aimed	aim	VERB
cana-4311	154	19	at	at	ADP
cana-4311	154	20	ensuring	ensure	VERB
cana-4311	154	21	survival	survival	NOUN
cana-4311	154	22	.	.	PUNCT
cana-4311	155	1	dragonflies	dragonfly	NOUN
cana-4311	155	2	are	be	AUX
cana-4311	155	3	attracted	attract	VERB
cana-4311	155	4	to	to	ADP
cana-4311	155	5	food	food	NOUN
cana-4311	155	6	sources	source	NOUN
cana-4311	155	7	while	while	SCONJ
cana-4311	155	8	avoiding	avoid	VERB
cana-4311	155	9	threats	threat	NOUN
cana-4311	155	10	.	.	PUNCT
cana-4311	156	1	in	in	ADP
cana-4311	156	2	this	this	DET
cana-4311	156	3	model	model	NOUN
cana-4311	156	4	,	,	PUNCT
cana-4311	156	5	the	the	DET
cana-4311	156	6	doa	doa	NOUN
cana-4311	156	7	is	be	AUX
cana-4311	156	8	utilized	utilize	VERB
cana-4311	156	9	to	to	PART
cana-4311	156	10	determine	determine	VERB
cana-4311	156	11	the	the	DET
cana-4311	156	12	optimal	optimal	ADJ
cana-4311	156	13	sequence	sequence	NOUN
cana-4311	156	14	of	of	ADP
cana-4311	156	15	hyperparameters	hyperparameter	NOUN
cana-4311	156	16	to	to	PART
cana-4311	156	17	facilitate	facilitate	VERB
cana-4311	156	18	credit	credit	NOUN
cana-4311	156	19	card	card	NOUN
cana-4311	156	20	fraud	fraud	NOUN
cana-4311	156	21	detection	detection	NOUN
cana-4311	156	22	.	.	PUNCT
cana-4311	157	1	the	the	DET
cana-4311	157	2	process	process	NOUN
cana-4311	157	3	begins	begin	VERB
cana-4311	157	4	by	by	ADP
cana-4311	157	5	initializing	initialize	VERB
cana-4311	157	6	the	the	DET
cana-4311	157	7	dragonflies	dragonfly	NOUN
cana-4311	157	8	,	,	PUNCT
cana-4311	157	9	with	with	ADP
cana-4311	157	10	each	each	DET
cana-4311	157	11	one	one	NOUN
cana-4311	157	12	representing	represent	VERB
cana-4311	157	13	a	a	DET
cana-4311	157	14	potential	potential	ADJ
cana-4311	157	15	set	set	NOUN
cana-4311	157	16	of	of	ADP
cana-4311	157	17	hyperparameters	hyperparameter	NOUN
cana-4311	157	18	,	,	PUNCT
cana-4311	157	19	as	as	SCONJ
cana-4311	157	20	detailed	detailed	ADJ
cana-4311	157	21	in	in	ADP
cana-4311	157	22	equation	equation	NOUN
cana-4311	157	23	(	(	PUNCT
cana-4311	157	24	8)	8)	NUM
cana-4311	157	25	.	.	PUNCT
cana-4311	157	26	https://en.wikipedia.org/wiki/joint_distribution	https://en.wikipedia.org/wiki/joint_distribution	NOUN
cana-4311	157	27	https://en.wikipedia.org/wiki/chain_rule_(probability	https://en.wikipedia.org/wiki/chain_rule_(probability	NOUN
cana-4311	157	28	)	)	PUNCT
cana-4311	157	29	https://en.wikipedia.org/wiki/conditional_independence	https://en.wikipedia.org/wiki/conditional_independence	NOUN
cana-4311	157	30	https://en.wikipedia.org/wiki/conditional_independence	https://en.wikipedia.org/wiki/conditional_independence	NOUN
cana-4311	157	31	https://en.wikipedia.org/wiki/cycle_(graph_theory	https://en.wikipedia.org/wiki/cycle_(graph_theory	NUM
cana-4311	157	32	)	)	PUNCT
cana-4311	157	33	communications	communication	NOUN
cana-4311	157	34	on	on	ADP
cana-4311	157	35	applied	apply	VERB
cana-4311	157	36	nonlinear	nonlinear	ADJ
cana-4311	157	37	analysis	analysis	NOUN
cana-4311	157	38	issn	issn	NOUN
cana-4311	157	39	:	:	PUNCT
cana-4311	157	40	1074	1074	NUM
cana-4311	157	41	-	-	PUNCT
cana-4311	157	42	133x	133x	NUM
cana-4311	157	43	vol	vol	NOUN
cana-4311	157	44	32	32	NUM
cana-4311	157	45	no	no	NOUN
cana-4311	157	46	.	.	PUNCT
cana-4311	158	1	9s	9s	NUM
cana-4311	158	2	(	(	PUNCT
cana-4311	158	3	2025	2025	NUM
cana-4311	158	4	)	)	PUNCT
cana-4311	158	5	1788	1788	NUM
cana-4311	158	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4311	158	7	𝑄𝑛	𝑄𝑛	PROPN
cana-4311	158	8	=	=	PROPN
cana-4311	158	9	|𝑎𝑑1	|𝑎𝑑1	PROPN
cana-4311	158	10	,	,	PUNCT
cana-4311	158	11	𝑎𝑑2	𝑎𝑑2	PROPN
cana-4311	158	12	,	,	PUNCT
cana-4311	158	13	…	…	PUNCT
cana-4311	158	14	𝑎𝑑𝑔	𝑎𝑑𝑔	NOUN
cana-4311	158	15	|	|	INTJ
cana-4311	158	16	(	(	PUNCT
cana-4311	158	17	8)	8)	NUM
cana-4311	158	18	where	where	SCONJ
cana-4311	158	19	𝑄𝑛	𝑄𝑛	PROPN
cana-4311	158	20	represents	represent	VERB
cana-4311	158	21	the	the	DET
cana-4311	158	22	dragonfly	dragonfly	NOUN
cana-4311	158	23	population	population	NOUN
cana-4311	158	24	with	with	ADP
cana-4311	158	25	size	size	NOUN
cana-4311	158	26	g	g	PROPN
cana-4311	158	27	and	and	CCONJ
cana-4311	158	28	𝑎𝑑	𝑎𝑑	PROPN
cana-4311	158	29	denotes	denote	NOUN
cana-4311	158	30	the	the	DET
cana-4311	158	31	dragonfly	dragonfly	NOUN
cana-4311	158	32	present	present	ADJ
cana-4311	158	33	in	in	ADP
cana-4311	158	34	the	the	DET
cana-4311	158	35	population	population	NOUN
cana-4311	158	36	representing	represent	VERB
cana-4311	158	37	the	the	DET
cana-4311	158	38	hyperparameter	hyperparameter	NOUN
cana-4311	158	39	sequence	sequence	NOUN
cana-4311	158	40	.	.	PUNCT
cana-4311	159	1	subsequently	subsequently	ADV
cana-4311	159	2	,	,	PUNCT
cana-4311	159	3	the	the	DET
cana-4311	159	4	fitness	fitness	NOUN
cana-4311	159	5	value	value	NOUN
cana-4311	159	6	of	of	ADP
cana-4311	159	7	each	each	DET
cana-4311	159	8	dragonfly	dragonfly	NOUN
cana-4311	159	9	is	be	AUX
cana-4311	159	10	assessed	assess	VERB
cana-4311	159	11	.	.	PUNCT
cana-4311	160	1	in	in	ADP
cana-4311	160	2	the	the	DET
cana-4311	160	3	developed	develop	VERB
cana-4311	160	4	model	model	NOUN
cana-4311	160	5	,	,	PUNCT
cana-4311	160	6	the	the	DET
cana-4311	160	7	fitness	fitness	NOUN
cana-4311	160	8	value	value	NOUN
cana-4311	160	9	indicates	indicate	VERB
cana-4311	160	10	the	the	DET
cana-4311	160	11	performance	performance	NOUN
cana-4311	160	12	of	of	ADP
cana-4311	160	13	the	the	DET
cana-4311	160	14	neuro	neuro	NOUN
cana-4311	160	15	-	-	PUNCT
cana-4311	160	16	fuzzy	fuzzy	ADJ
cana-4311	160	17	algorithm	algorithm	NOUN
cana-4311	160	18	,	,	PUNCT
cana-4311	160	19	encompassing	encompass	VERB
cana-4311	160	20	metrics	metric	NOUN
cana-4311	160	21	such	such	ADJ
cana-4311	160	22	as	as	ADP
cana-4311	160	23	precision	precision	NOUN
cana-4311	160	24	,	,	PUNCT
cana-4311	160	25	recall	recall	NOUN
cana-4311	160	26	,	,	PUNCT
cana-4311	160	27	and	and	CCONJ
cana-4311	160	28	f	f	X
cana-4311	160	29	-	-	PUNCT
cana-4311	160	30	measure	measure	NOUN
cana-4311	160	31	.	.	PUNCT
cana-4311	161	1	for	for	ADP
cana-4311	161	2	each	each	DET
cana-4311	161	3	dragonfly	dragonfly	NOUN
cana-4311	161	4	(	(	PUNCT
cana-4311	161	5	representing	represent	VERB
cana-4311	161	6	a	a	DET
cana-4311	161	7	set	set	NOUN
cana-4311	161	8	of	of	ADP
cana-4311	161	9	hyperparameters	hyperparameter	NOUN
cana-4311	161	10	)	)	PUNCT
cana-4311	161	11	,	,	PUNCT
cana-4311	161	12	the	the	DET
cana-4311	161	13	algorithm	algorithm	NOUN
cana-4311	161	14	calculates	calculate	VERB
cana-4311	161	15	the	the	DET
cana-4311	161	16	fitness	fitness	NOUN
cana-4311	161	17	value	value	NOUN
cana-4311	161	18	to	to	PART
cana-4311	161	19	maximize	maximize	VERB
cana-4311	161	20	it	it	PRON
cana-4311	161	21	.	.	PUNCT
cana-4311	162	1	as	as	SCONJ
cana-4311	162	2	the	the	DET
cana-4311	162	3	positions	position	NOUN
cana-4311	162	4	of	of	ADP
cana-4311	162	5	the	the	DET
cana-4311	162	6	dragonflies	dragonfly	NOUN
cana-4311	162	7	are	be	AUX
cana-4311	162	8	adjusted	adjust	VERB
cana-4311	162	9	within	within	ADP
cana-4311	162	10	the	the	DET
cana-4311	162	11	search	search	NOUN
cana-4311	162	12	space	space	NOUN
cana-4311	162	13	,	,	PUNCT
cana-4311	162	14	their	their	PRON
cana-4311	162	15	fitness	fitness	NOUN
cana-4311	162	16	values	value	NOUN
cana-4311	162	17	are	be	AUX
cana-4311	162	18	updated	update	VERB
cana-4311	162	19	accordingly	accordingly	ADV
cana-4311	162	20	.	.	PUNCT
cana-4311	163	1	the	the	DET
cana-4311	163	2	mathematical	mathematical	ADJ
cana-4311	163	3	representation	representation	NOUN
cana-4311	163	4	of	of	ADP
cana-4311	163	5	the	the	DET
cana-4311	163	6	adjustment	adjustment	NOUN
cana-4311	163	7	in	in	ADP
cana-4311	163	8	the	the	DET
cana-4311	163	9	dragonfly	dragonfly	NOUN
cana-4311	163	10	's	's	PART
cana-4311	163	11	position	position	NOUN
cana-4311	163	12	is	be	AUX
cana-4311	163	13	provided	provide	VERB
cana-4311	163	14	in	in	ADP
cana-4311	163	15	equation	equation	NOUN
cana-4311	163	16	(	(	PUNCT
cana-4311	163	17	9	9	NUM
cana-4311	163	18	)	)	PUNCT
cana-4311	163	19	.	.	PUNCT
cana-4311	164	1	𝑄𝑎𝑑(𝑛	𝑄𝑎𝑑(𝑛	PROPN
cana-4311	164	2	+	+	CCONJ
cana-4311	164	3	1	1	X
cana-4311	164	4	)	)	PUNCT
cana-4311	164	5	=	=	NOUN
cana-4311	164	6	(	(	PUNCT
cana-4311	164	7	𝑢𝑈𝑟	𝑢𝑈𝑟	PROPN
cana-4311	164	8	+	+	SYM
cana-4311	164	9	𝑣𝑉𝑟	𝑣𝑉𝑟	NOUN
cana-4311	164	10	+	+	CCONJ
cana-4311	164	11	𝑤𝑊𝑟	𝑤𝑊𝑟	NOUN
cana-4311	164	12	+	+	CCONJ
cana-4311	164	13	𝑑𝐷𝑟	𝑑𝐷𝑟	NOUN
cana-4311	164	14	+	+	NOUN
cana-4311	164	15	𝑓𝐹𝑟	𝑓𝐹𝑟	NUM
cana-4311	164	16	)	)	PUNCT
cana-4311	164	17	+	+	CCONJ
cana-4311	164	18	𝑧𝑖𝑄𝑎𝑑(𝑛	𝑧𝑖𝑄𝑎𝑑(𝑛	NOUN
cana-4311	164	19	)	)	PUNCT
cana-4311	164	20	(	(	PUNCT
cana-4311	164	21	9	9	NUM
cana-4311	164	22	)	)	PUNCT
cana-4311	164	23	where	where	SCONJ
cana-4311	164	24	𝑄𝑎𝑑(𝑛	𝑄𝑎𝑑(𝑛	PROPN
cana-4311	164	25	+	+	CCONJ
cana-4311	164	26	1	1	NUM
cana-4311	164	27	)	)	PUNCT
cana-4311	164	28	indicates	indicate	VERB
cana-4311	164	29	the	the	DET
cana-4311	164	30	revised	revise	VERB
cana-4311	164	31	position	position	NOUN
cana-4311	164	32	of	of	ADP
cana-4311	164	33	the	the	DET
cana-4311	164	34	dragonfly	dragonfly	NOUN
cana-4311	164	35	,	,	PUNCT
cana-4311	164	36	𝑄𝑎𝑑(𝑛	𝑄𝑎𝑑(𝑛	PROPN
cana-4311	164	37	)	)	PUNCT
cana-4311	164	38	denotes	denote	VERB
cana-4311	164	39	the	the	DET
cana-4311	164	40	position	position	NOUN
cana-4311	164	41	of	of	ADP
cana-4311	164	42	the	the	DET
cana-4311	164	43	dragonfly	dragonfly	NOUN
cana-4311	164	44	at	at	ADP
cana-4311	164	45	𝑛𝑡ℎ	𝑛𝑡ℎ	PROPN
cana-4311	164	46	iteration	iteration	NOUN
cana-4311	164	47	,	,	PUNCT
cana-4311	165	1	𝑈𝑟	𝑈𝑟	PROPN
cana-4311	165	2	indicates	indicate	VERB
cana-4311	165	3	separation	separation	NOUN
cana-4311	165	4	of	of	ADP
cana-4311	165	5	𝑟𝑡ℎ	𝑟𝑡ℎ	PROPN
cana-4311	165	6	dragonfly	dragonfly	NOUN
cana-4311	165	7	,	,	PUNCT
cana-4311	165	8	u	u	NOUN
cana-4311	165	9	denotes	denote	VERB
cana-4311	165	10	the	the	DET
cana-4311	165	11	separation	separation	NOUN
cana-4311	165	12	weight	weight	NOUN
cana-4311	165	13	,	,	PUNCT
cana-4311	165	14	s	s	X
cana-4311	165	15	represents	represent	VERB
cana-4311	165	16	the	the	DET
cana-4311	165	17	alignment	alignment	NOUN
cana-4311	165	18	weight	weight	NOUN
cana-4311	165	19	,	,	PUNCT
cana-4311	165	20	𝑉𝑟	𝑉𝑟	PROPN
cana-4311	165	21	refers	refer	VERB
cana-4311	165	22	to	to	ADP
cana-4311	165	23	alignment	alignment	NOUN
cana-4311	165	24	of	of	ADP
cana-4311	165	25	𝑟𝑡ℎ	𝑟𝑡ℎ	NOUN
cana-4311	165	26	dragonfly	dragonfly	NOUN
cana-4311	165	27	,	,	PUNCT
cana-4311	165	28	𝑊𝑟	𝑊𝑟	PROPN
cana-4311	165	29	defines	define	VERB
cana-4311	165	30	the	the	DET
cana-4311	165	31	cohesion	cohesion	NOUN
cana-4311	165	32	of	of	ADP
cana-4311	165	33	𝑟𝑡ℎ	𝑟𝑡ℎ	PROPN
cana-4311	165	34	dragonfly	dragonfly	NOUN
cana-4311	165	35	,	,	PUNCT
cana-4311	165	36	w	w	PROPN
cana-4311	165	37	represents	represent	VERB
cana-4311	165	38	the	the	DET
cana-4311	165	39	cohesion	cohesion	NOUN
cana-4311	165	40	weight	weight	NOUN
cana-4311	165	41	,	,	PUNCT
cana-4311	165	42	d	d	PROPN
cana-4311	165	43	denotes	denote	VERB
cana-4311	165	44	the	the	DET
cana-4311	165	45	food	food	NOUN
cana-4311	165	46	factor	factor	NOUN
cana-4311	165	47	,	,	PUNCT
cana-4311	165	48	𝐷𝑟	𝐷𝑟	PROPN
cana-4311	165	49	represents	represent	VERB
cana-4311	165	50	the	the	DET
cana-4311	165	51	food	food	NOUN
cana-4311	165	52	source	source	NOUN
cana-4311	165	53	of	of	ADP
cana-4311	165	54	𝑟𝑡ℎdragonfly	𝑟𝑡ℎdragonfly	NOUN
cana-4311	165	55	,	,	PUNCT
cana-4311	165	56	f	f	PROPN
cana-4311	165	57	defines	define	VERB
cana-4311	165	58	the	the	DET
cana-4311	165	59	enemy	enemy	NOUN
cana-4311	165	60	factor	factor	NOUN
cana-4311	165	61	,	,	PUNCT
cana-4311	165	62	𝐹𝑟	𝐹𝑟	PROPN
cana-4311	165	63	denotes	denote	VERB
cana-4311	165	64	the	the	DET
cana-4311	165	65	enemy	enemy	NOUN
cana-4311	165	66	position	position	NOUN
cana-4311	165	67	of	of	ADP
cana-4311	165	68	𝑟𝑡ℎ	𝑟𝑡ℎ	NOUN
cana-4311	165	69	dragonfly	dragonfly	NOUN
cana-4311	165	70	,	,	PUNCT
cana-4311	165	71	and	and	CCONJ
cana-4311	165	72	𝑧𝑖	𝑧𝑖	PRON
cana-4311	165	73	denotes	denote	VERB
cana-4311	165	74	the	the	DET
cana-4311	165	75	weight	weight	NOUN
cana-4311	165	76	inertia	inertia	NOUN
cana-4311	165	77	.	.	PUNCT
cana-4311	166	1	the	the	DET
cana-4311	166	2	calculation	calculation	NOUN
cana-4311	166	3	of	of	ADP
cana-4311	166	4	separation	separation	NOUN
cana-4311	166	5	,	,	PUNCT
cana-4311	166	6	alignment	alignment	NOUN
cana-4311	166	7	,	,	PUNCT
cana-4311	166	8	and	and	CCONJ
cana-4311	166	9	cohesion	cohesion	NOUN
cana-4311	166	10	is	be	AUX
cana-4311	166	11	expressed	express	VERB
cana-4311	166	12	in	in	ADP
cana-4311	166	13	eqn	eqn	NOUN
cana-4311	166	14	.	.	PUNCT
cana-4311	167	1	(	(	PUNCT
cana-4311	167	2	10	10	NUM
cana-4311	167	3	)	)	PUNCT
cana-4311	167	4	,	,	PUNCT
cana-4311	167	5	(	(	PUNCT
cana-4311	167	6	11	11	NUM
cana-4311	167	7	)	)	PUNCT
cana-4311	167	8	,	,	PUNCT
cana-4311	167	9	and	and	CCONJ
cana-4311	167	10	(	(	PUNCT
cana-4311	167	11	12	12	NUM
cana-4311	167	12	)	)	PUNCT
cana-4311	167	13	.	.	PUNCT
cana-4311	168	1	𝑈𝑟	𝑈𝑟	NOUN
cana-4311	168	2	=	=	SYM
cana-4311	168	3	−	−	NOUN
cana-4311	168	4	∑	∑	PUNCT
cana-4311	168	5	𝑄𝑎𝑑	𝑄𝑎𝑑	PROPN
cana-4311	168	6	𝑚	𝑚	X
cana-4311	168	7	𝑖=1	𝑖=1	PROPN
cana-4311	168	8	−	−	PROPN
cana-4311	168	9	𝑄𝑎𝑑𝑖	𝑄𝑎𝑑𝑖	PROPN
cana-4311	168	10	(	(	PUNCT
cana-4311	168	11	10	10	NUM
cana-4311	168	12	)	)	PUNCT
cana-4311	168	13	𝑉𝑟	𝑉𝑟	PROPN
cana-4311	168	14	=	=	PUNCT
cana-4311	168	15	∑	∑	PUNCT
cana-4311	168	16	𝐹𝐼	𝐹𝐼	PROPN
cana-4311	168	17	𝑚	𝑚	X
cana-4311	168	18	𝑖=1	𝑖=1	PROPN
cana-4311	168	19	𝑍	𝑍	PROPN
cana-4311	168	20	(	(	PUNCT
cana-4311	168	21	11	11	NUM
cana-4311	168	22	)	)	PUNCT
cana-4311	169	1	𝑊𝑟	𝑊𝑟	NOUN
cana-4311	169	2	=	=	PUNCT
cana-4311	169	3	∑	∑	PUNCT
cana-4311	169	4	𝑄𝑎𝑑𝑖	𝑄𝑎𝑑𝑖	NOUN
cana-4311	169	5	𝑚	𝑚	NOUN
cana-4311	169	6	𝑖=1	𝑖=1	PROPN
cana-4311	169	7	𝑧	𝑧	NOUN
cana-4311	169	8	−	−	PROPN
cana-4311	169	9	𝑄𝑎𝑑	𝑄𝑎𝑑	PROPN
cana-4311	169	10	(	(	PUNCT
cana-4311	169	11	12	12	NUM
cana-4311	169	12	)	)	PUNCT
cana-4311	169	13	where	where	SCONJ
cana-4311	169	14	𝑄𝑎𝑑𝑖	𝑄𝑎𝑑𝑖	PROPN
cana-4311	169	15	denotes	denote	VERB
cana-4311	169	16	the	the	DET
cana-4311	169	17	position	position	NOUN
cana-4311	169	18	of	of	ADP
cana-4311	169	19	𝑖𝑡ℎ	𝑖𝑡ℎ	ADJ
cana-4311	169	20	neighboring	neighboring	NOUN
cana-4311	169	21	individual	individual	NOUN
cana-4311	169	22	,	,	PUNCT
cana-4311	169	23	𝑄𝑎𝑑	𝑄𝑎𝑑	PROPN
cana-4311	169	24	represents	represent	VERB
cana-4311	169	25	the	the	DET
cana-4311	169	26	current	current	ADJ
cana-4311	169	27	individual	individual	NOUN
cana-4311	169	28	,	,	PUNCT
cana-4311	169	29	while	while	SCONJ
cana-4311	169	30	zzz	zzz	NOUN
cana-4311	169	31	denotes	denote	VERB
cana-4311	169	32	the	the	DET
cana-4311	169	33	number	number	NOUN
cana-4311	169	34	of	of	ADP
cana-4311	169	35	neighboring	neighboring	NOUN
cana-4311	169	36	individuals	individual	NOUN
cana-4311	169	37	.	.	PUNCT
cana-4311	170	1	following	follow	VERB
cana-4311	170	2	this	this	PRON
cana-4311	170	3	,	,	PUNCT
cana-4311	170	4	the	the	DET
cana-4311	170	5	fitness	fitness	NOUN
cana-4311	170	6	values	value	NOUN
cana-4311	170	7	for	for	ADP
cana-4311	170	8	the	the	DET
cana-4311	170	9	updated	update	VERB
cana-4311	170	10	dragonflies	dragonfly	NOUN
cana-4311	170	11	(	(	PUNCT
cana-4311	170	12	sets	set	NOUN
cana-4311	170	13	of	of	ADP
cana-4311	170	14	hyperparameters	hyperparameter	NOUN
cana-4311	170	15	)	)	PUNCT
cana-4311	170	16	were	be	AUX
cana-4311	170	17	calculated	calculate	VERB
cana-4311	170	18	,	,	PUNCT
cana-4311	170	19	and	and	CCONJ
cana-4311	170	20	the	the	DET
cana-4311	170	21	sequence	sequence	NOUN
cana-4311	170	22	with	with	ADP
cana-4311	170	23	the	the	DET
cana-4311	170	24	highest	high	ADJ
cana-4311	170	25	fitness	fitness	NOUN
cana-4311	170	26	value	value	NOUN
cana-4311	170	27	was	be	AUX
cana-4311	170	28	selected	select	VERB
cana-4311	170	29	.	.	PUNCT
cana-4311	171	1	this	this	DET
cana-4311	171	2	optimization	optimization	NOUN
cana-4311	171	3	process	process	NOUN
cana-4311	171	4	continues	continue	VERB
cana-4311	171	5	until	until	SCONJ
cana-4311	171	6	either	either	CCONJ
cana-4311	171	7	the	the	DET
cana-4311	171	8	maximum	maximum	ADJ
cana-4311	171	9	number	number	NOUN
cana-4311	171	10	of	of	ADP
cana-4311	171	11	iterations	iteration	NOUN
cana-4311	171	12	is	be	AUX
cana-4311	171	13	reached	reach	VERB
cana-4311	171	14	or	or	CCONJ
cana-4311	171	15	convergence	convergence	NOUN
cana-4311	171	16	occurs	occur	VERB
cana-4311	171	17	.	.	PUNCT
cana-4311	172	1	figure	figure	VERB
cana-4311	172	2	3	3	NUM
cana-4311	172	3	presents	present	VERB
cana-4311	172	4	the	the	DET
cana-4311	172	5	flowchart	flowchart	NOUN
cana-4311	172	6	outlining	outline	VERB
cana-4311	172	7	the	the	DET
cana-4311	172	8	proposed	propose	VERB
cana-4311	172	9	method	method	NOUN
cana-4311	172	10	.	.	PUNCT
cana-4311	173	1	fig	fig	NOUN
cana-4311	173	2	3	3	NUM
cana-4311	173	3	:	:	PUNCT
cana-4311	173	4	flowchart	flowchart	NOUN
cana-4311	173	5	of	of	ADP
cana-4311	173	6	the	the	DET
cana-4311	173	7	proposed	propose	VERB
cana-4311	173	8	approach	approach	NOUN
cana-4311	173	9	communications	communication	NOUN
cana-4311	173	10	on	on	ADP
cana-4311	173	11	applied	apply	VERB
cana-4311	173	12	nonlinear	nonlinear	ADJ
cana-4311	173	13	analysis	analysis	NOUN
cana-4311	173	14	issn	issn	NOUN
cana-4311	173	15	:	:	PUNCT
cana-4311	173	16	1074	1074	NUM
cana-4311	173	17	-	-	PUNCT
cana-4311	173	18	133x	133x	NUM
cana-4311	173	19	vol	vol	NOUN
cana-4311	173	20	32	32	NUM
cana-4311	173	21	no	no	NOUN
cana-4311	173	22	.	.	PUNCT
cana-4311	174	1	9s	9s	NUM
cana-4311	174	2	(	(	PUNCT
cana-4311	174	3	2025	2025	NUM
cana-4311	174	4	)	)	PUNCT
cana-4311	174	5	1789	1789	NUM
cana-4311	174	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4311	175	1	the	the	DET
cana-4311	175	2	framework	framework	NOUN
cana-4311	175	3	integrates	integrate	VERB
cana-4311	175	4	advanced	advanced	ADJ
cana-4311	175	5	deep	deep	ADJ
cana-4311	175	6	learning	learning	NOUN
cana-4311	175	7	techniques	technique	NOUN
cana-4311	175	8	,	,	PUNCT
cana-4311	175	9	probabilistic	probabilistic	ADJ
cana-4311	175	10	modeling	modeling	NOUN
cana-4311	175	11	with	with	ADP
cana-4311	175	12	bnns	bnn	NOUN
cana-4311	175	13	,	,	PUNCT
cana-4311	175	14	and	and	CCONJ
cana-4311	175	15	the	the	DET
cana-4311	175	16	nature	nature	NOUN
cana-4311	175	17	-	-	PUNCT
cana-4311	175	18	inspired	inspire	VERB
cana-4311	175	19	adaptive	adaptive	ADJ
cana-4311	175	20	capabilities	capability	NOUN
cana-4311	175	21	of	of	ADP
cana-4311	175	22	the	the	DET
cana-4311	175	23	dragonfly	dragonfly	NOUN
cana-4311	175	24	algorithm	algorithm	NOUN
cana-4311	175	25	.	.	PUNCT
cana-4311	176	1	this	this	DET
cana-4311	176	2	synergy	synergy	NOUN
cana-4311	176	3	aims	aim	VERB
cana-4311	176	4	to	to	PART
cana-4311	176	5	minimize	minimize	VERB
cana-4311	176	6	energy	energy	NOUN
cana-4311	176	7	consumption	consumption	NOUN
cana-4311	176	8	,	,	PUNCT
cana-4311	176	9	enhance	enhance	VERB
cana-4311	176	10	predictive	predictive	ADJ
cana-4311	176	11	analytics	analytic	NOUN
cana-4311	176	12	,	,	PUNCT
cana-4311	176	13	and	and	CCONJ
cana-4311	176	14	optimize	optimize	VERB
cana-4311	176	15	resource	resource	NOUN
cana-4311	176	16	allocation	allocation	NOUN
cana-4311	176	17	in	in	ADP
cana-4311	176	18	micro	micro	PROPN
cana-4311	176	19	electric	electric	PROPN
cana-4311	176	20	iot	iot	PROPN
cana-4311	176	21	ecosystems	ecosystem	NOUN
cana-4311	176	22	.	.	PUNCT
cana-4311	177	1	5	5	X
cana-4311	177	2	.	.	X
cana-4311	177	3	result	result	VERB
cana-4311	177	4	the	the	DET
cana-4311	177	5	success	success	NOUN
cana-4311	177	6	of	of	ADP
cana-4311	177	7	this	this	DET
cana-4311	177	8	integrated	integrate	VERB
cana-4311	177	9	approach	approach	NOUN
cana-4311	177	10	relies	rely	VERB
cana-4311	177	11	on	on	ADP
cana-4311	177	12	the	the	DET
cana-4311	177	13	unique	unique	ADJ
cana-4311	177	14	features	feature	NOUN
cana-4311	177	15	of	of	ADP
cana-4311	177	16	the	the	DET
cana-4311	177	17	micro	micro	PROPN
cana-4311	177	18	eiot	eiot	PROPN
cana-4311	177	19	application	application	NOUN
cana-4311	177	20	,	,	PUNCT
cana-4311	177	21	the	the	DET
cana-4311	177	22	quality	quality	NOUN
cana-4311	177	23	of	of	ADP
cana-4311	177	24	the	the	DET
cana-4311	177	25	data	datum	NOUN
cana-4311	177	26	,	,	PUNCT
cana-4311	177	27	and	and	CCONJ
cana-4311	177	28	the	the	DET
cana-4311	177	29	effective	effective	ADJ
cana-4311	177	30	combination	combination	NOUN
cana-4311	177	31	of	of	ADP
cana-4311	177	32	bayesian	bayesian	NOUN
cana-4311	177	33	networks	network	NOUN
cana-4311	177	34	with	with	ADP
cana-4311	177	35	the	the	DET
cana-4311	177	36	dragonfly	dragonfly	NOUN
cana-4311	177	37	algorithm	algorithm	NOUN
cana-4311	177	38	.	.	PUNCT
cana-4311	178	1	ongoing	ongoing	ADJ
cana-4311	178	2	monitoring	monitoring	NOUN
cana-4311	178	3	,	,	PUNCT
cana-4311	178	4	assessment	assessment	NOUN
cana-4311	178	5	,	,	PUNCT
cana-4311	178	6	and	and	CCONJ
cana-4311	178	7	possible	possible	ADJ
cana-4311	178	8	adjustments	adjustment	NOUN
cana-4311	178	9	to	to	ADP
cana-4311	178	10	the	the	DET
cana-4311	178	11	framework	framework	NOUN
cana-4311	178	12	are	be	AUX
cana-4311	178	13	crucial	crucial	ADJ
cana-4311	178	14	for	for	ADP
cana-4311	178	15	maintaining	maintain	VERB
cana-4311	178	16	optimal	optimal	ADJ
cana-4311	178	17	performance	performance	NOUN
cana-4311	178	18	in	in	ADP
cana-4311	178	19	practical	practical	ADJ
cana-4311	178	20	situations	situation	NOUN
cana-4311	178	21	.	.	PUNCT
cana-4311	179	1	here	here	ADV
cana-4311	179	2	are	be	AUX
cana-4311	179	3	some	some	DET
cana-4311	179	4	potential	potential	ADJ
cana-4311	179	5	outcomes	outcome	NOUN
cana-4311	179	6	and	and	CCONJ
cana-4311	179	7	advantages	advantage	NOUN
cana-4311	179	8	:	:	PUNCT
cana-4311	179	9	5.1	5.1	NUM
cana-4311	179	10	performance	performance	NOUN
cana-4311	179	11	testing	testing	NOUN
cana-4311	179	12	evaluating	evaluate	VERB
cana-4311	179	13	the	the	DET
cana-4311	179	14	effectiveness	effectiveness	NOUN
cana-4311	179	15	of	of	ADP
cana-4311	179	16	the	the	DET
cana-4311	179	17	proposed	propose	VERB
cana-4311	179	18	work	work	NOUN
cana-4311	179	19	using	use	VERB
cana-4311	179	20	deep	deep	ADJ
cana-4311	179	21	learning	learning	NOUN
cana-4311	179	22	involves	involve	VERB
cana-4311	179	23	comprehensive	comprehensive	ADJ
cana-4311	179	24	performance	performance	NOUN
cana-4311	179	25	testing	testing	NOUN
cana-4311	179	26	and	and	CCONJ
cana-4311	179	27	assessing	assess	VERB
cana-4311	179	28	training	training	NOUN
cana-4311	179	29	accuracy	accuracy	NOUN
cana-4311	179	30	.	.	PUNCT
cana-4311	180	1	performance	performance	NOUN
cana-4311	180	2	testing	testing	NOUN
cana-4311	180	3	focuses	focus	VERB
cana-4311	180	4	on	on	ADP
cana-4311	180	5	measuring	measure	VERB
cana-4311	180	6	energy	energy	NOUN
cana-4311	180	7	consumption	consumption	NOUN
cana-4311	180	8	during	during	ADP
cana-4311	180	9	both	both	DET
cana-4311	180	10	training	training	NOUN
cana-4311	180	11	and	and	CCONJ
cana-4311	180	12	inference	inference	NOUN
cana-4311	180	13	across	across	ADP
cana-4311	180	14	iot	iot	PROPN
cana-4311	180	15	devices	device	NOUN
cana-4311	180	16	,	,	PUNCT
cana-4311	180	17	ensuring	ensure	VERB
cana-4311	180	18	energy	energy	NOUN
cana-4311	180	19	reduction	reduction	NOUN
cana-4311	180	20	without	without	ADP
cana-4311	180	21	compromising	compromise	VERB
cana-4311	180	22	system	system	NOUN
cana-4311	180	23	performance	performance	NOUN
cana-4311	180	24	.	.	PUNCT
cana-4311	181	1	key	key	ADJ
cana-4311	181	2	metrics	metric	NOUN
cana-4311	181	3	include	include	VERB
cana-4311	181	4	execution	execution	NOUN
cana-4311	181	5	time	time	NOUN
cana-4311	181	6	,	,	PUNCT
cana-4311	181	7	latency	latency	NOUN
cana-4311	181	8	,	,	PUNCT
cana-4311	181	9	scalability	scalability	NOUN
cana-4311	181	10	under	under	ADP
cana-4311	181	11	varying	vary	VERB
cana-4311	181	12	iot	iot	ADJ
cana-4311	181	13	device	device	NOUN
cana-4311	181	14	loads	load	NOUN
cana-4311	181	15	,	,	PUNCT
cana-4311	181	16	and	and	CCONJ
cana-4311	181	17	the	the	DET
cana-4311	181	18	efficiency	efficiency	NOUN
cana-4311	181	19	of	of	ADP
cana-4311	181	20	optimization	optimization	NOUN
cana-4311	181	21	algorithms	algorithm	NOUN
cana-4311	181	22	,	,	PUNCT
cana-4311	181	23	particularly	particularly	ADV
cana-4311	181	24	the	the	DET
cana-4311	181	25	dragonfly	dragonfly	NOUN
cana-4311	181	26	algorithm	algorithm	NOUN
cana-4311	181	27	,	,	PUNCT
cana-4311	181	28	in	in	ADP
cana-4311	181	29	minimizing	minimize	VERB
cana-4311	181	30	energy	energy	NOUN
cana-4311	181	31	consumption	consumption	NOUN
cana-4311	181	32	and	and	CCONJ
cana-4311	181	33	enhancing	enhance	VERB
cana-4311	181	34	the	the	DET
cana-4311	181	35	accuracy	accuracy	NOUN
cana-4311	181	36	of	of	ADP
cana-4311	181	37	bayesian	bayesian	NOUN
cana-4311	181	38	neural	neural	ADJ
cana-4311	181	39	networks	network	NOUN
cana-4311	181	40	(	(	PUNCT
cana-4311	181	41	bnns	bnns	ADJ
cana-4311	181	42	)	)	PUNCT
cana-4311	181	43	.	.	PUNCT
cana-4311	182	1	additionally	additionally	ADV
cana-4311	182	2	,	,	PUNCT
cana-4311	182	3	training	training	NOUN
cana-4311	182	4	accuracy	accuracy	NOUN
cana-4311	182	5	is	be	AUX
cana-4311	182	6	evaluated	evaluate	VERB
cana-4311	182	7	through	through	ADP
cana-4311	182	8	classification	classification	NOUN
cana-4311	182	9	accuracy	accuracy	NOUN
cana-4311	182	10	on	on	ADP
cana-4311	182	11	training	training	NOUN
cana-4311	182	12	and	and	CCONJ
cana-4311	182	13	testing	testing	NOUN
cana-4311	182	14	datasets	dataset	NOUN
cana-4311	182	15	,	,	PUNCT
cana-4311	182	16	tracking	track	VERB
cana-4311	182	17	the	the	DET
cana-4311	182	18	loss	loss	NOUN
cana-4311	182	19	function	function	NOUN
cana-4311	182	20	,	,	PUNCT
cana-4311	182	21	ensuring	ensure	VERB
cana-4311	182	22	model	model	NOUN
cana-4311	182	23	convergence	convergence	NOUN
cana-4311	182	24	with	with	ADP
cana-4311	182	25	minimal	minimal	ADJ
cana-4311	182	26	epochs	epoch	NOUN
cana-4311	182	27	,	,	PUNCT
cana-4311	182	28	and	and	CCONJ
cana-4311	182	29	validating	validate	VERB
cana-4311	182	30	accuracy	accuracy	NOUN
cana-4311	182	31	to	to	PART
cana-4311	182	32	avoid	avoid	VERB
cana-4311	182	33	overfitting	overfitte	VERB
cana-4311	182	34	.	.	PUNCT
cana-4311	183	1	energy	energy	NOUN
cana-4311	183	2	-	-	PUNCT
cana-4311	183	3	aware	aware	ADJ
cana-4311	183	4	accuracy	accuracy	NOUN
cana-4311	183	5	compares	compare	VERB
cana-4311	183	6	performance	performance	NOUN
cana-4311	183	7	with	with	ADP
cana-4311	183	8	and	and	CCONJ
cana-4311	183	9	without	without	ADP
cana-4311	183	10	energy	energy	NOUN
cana-4311	183	11	optimizations	optimization	NOUN
cana-4311	183	12	to	to	PART
cana-4311	183	13	maintain	maintain	VERB
cana-4311	183	14	high	high	ADJ
cana-4311	183	15	accuracy	accuracy	NOUN
cana-4311	183	16	while	while	SCONJ
cana-4311	183	17	reducing	reduce	VERB
cana-4311	183	18	energy	energy	NOUN
cana-4311	183	19	usage	usage	NOUN
cana-4311	183	20	.	.	PUNCT
cana-4311	184	1	these	these	DET
cana-4311	184	2	tests	test	NOUN
cana-4311	184	3	will	will	AUX
cana-4311	184	4	demonstrate	demonstrate	VERB
cana-4311	184	5	the	the	DET
cana-4311	184	6	framework	framework	NOUN
cana-4311	184	7	’s	’s	PART
cana-4311	184	8	success	success	NOUN
cana-4311	184	9	in	in	ADP
cana-4311	184	10	balancing	balance	VERB
cana-4311	184	11	energy	energy	NOUN
cana-4311	184	12	efficiency	efficiency	NOUN
cana-4311	184	13	and	and	CCONJ
cana-4311	184	14	computational	computational	ADJ
cana-4311	184	15	performance	performance	NOUN
cana-4311	184	16	for	for	ADP
cana-4311	184	17	micro	micro	NOUN
cana-4311	184	18	eiot	eiot	PROPN
cana-4311	184	19	systems	system	NOUN
cana-4311	184	20	.	.	PUNCT
cana-4311	185	1	figure	figure	VERB
cana-4311	185	2	4	4	NUM
cana-4311	185	3	displays	display	VERB
cana-4311	185	4	the	the	DET
cana-4311	185	5	training	training	NOUN
cana-4311	185	6	and	and	CCONJ
cana-4311	185	7	testing	testing	NOUN
cana-4311	185	8	accuracy	accuracy	NOUN
cana-4311	185	9	of	of	ADP
cana-4311	185	10	the	the	DET
cana-4311	185	11	proposed	propose	VERB
cana-4311	185	12	model	model	NOUN
cana-4311	185	13	.	.	PUNCT
cana-4311	186	1	fig	fig	NOUN
cana-4311	186	2	4	4	NUM
cana-4311	186	3	:	:	PUNCT
cana-4311	186	4	testing	testing	NOUN
cana-4311	186	5	and	and	CCONJ
cana-4311	186	6	training	training	NOUN
cana-4311	186	7	accuracy	accuracy	NOUN
cana-4311	186	8	communications	communication	NOUN
cana-4311	186	9	on	on	ADP
cana-4311	186	10	applied	apply	VERB
cana-4311	186	11	nonlinear	nonlinear	ADJ
cana-4311	186	12	analysis	analysis	NOUN
cana-4311	186	13	issn	issn	NOUN
cana-4311	186	14	:	:	PUNCT
cana-4311	186	15	1074	1074	NUM
cana-4311	186	16	-	-	PUNCT
cana-4311	186	17	133x	133x	NUM
cana-4311	186	18	vol	vol	NOUN
cana-4311	186	19	32	32	NUM
cana-4311	187	1	no	no	NOUN
cana-4311	187	2	.	.	PUNCT
cana-4311	188	1	9s	9s	NUM
cana-4311	188	2	(	(	PUNCT
cana-4311	188	3	2025	2025	NUM
cana-4311	188	4	)	)	PUNCT
cana-4311	188	5	1790	1790	NUM
cana-4311	189	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-4311	189	2	performance	performance	NOUN
cana-4311	189	3	testing	testing	NOUN
cana-4311	189	4	and	and	CCONJ
cana-4311	189	5	training	training	NOUN
cana-4311	189	6	loss	loss	NOUN
cana-4311	189	7	are	be	AUX
cana-4311	189	8	critical	critical	ADJ
cana-4311	189	9	to	to	ADP
cana-4311	189	10	evaluating	evaluate	VERB
cana-4311	189	11	the	the	DET
cana-4311	189	12	effectiveness	effectiveness	NOUN
cana-4311	189	13	of	of	ADP
cana-4311	189	14	the	the	DET
cana-4311	189	15	smart	smart	ADJ
cana-4311	189	16	and	and	CCONJ
cana-4311	189	17	energy	energy	NOUN
cana-4311	189	18	-	-	PUNCT
cana-4311	189	19	efficient	efficient	ADJ
cana-4311	189	20	framework	framework	NOUN
cana-4311	189	21	for	for	ADP
cana-4311	189	22	micro	micro	PROPN
cana-4311	189	23	electric	electric	PROPN
cana-4311	189	24	iot	iot	PROPN
cana-4311	189	25	applications	application	NOUN
cana-4311	189	26	leveraging	leverage	VERB
cana-4311	189	27	deep	deep	ADJ
cana-4311	189	28	learning	learning	NOUN
cana-4311	189	29	.	.	PUNCT
cana-4311	190	1	performance	performance	NOUN
cana-4311	190	2	testing	testing	NOUN
cana-4311	190	3	focuses	focus	VERB
cana-4311	190	4	on	on	ADP
cana-4311	190	5	optimizing	optimize	VERB
cana-4311	190	6	energy	energy	NOUN
cana-4311	190	7	consumption	consumption	NOUN
cana-4311	190	8	while	while	SCONJ
cana-4311	190	9	maintaining	maintain	VERB
cana-4311	190	10	computational	computational	ADJ
cana-4311	190	11	efficiency	efficiency	NOUN
cana-4311	190	12	.	.	PUNCT
cana-4311	191	1	key	key	ADJ
cana-4311	191	2	metrics	metric	NOUN
cana-4311	191	3	include	include	VERB
cana-4311	191	4	energy	energy	NOUN
cana-4311	191	5	usage	usage	NOUN
cana-4311	191	6	during	during	ADP
cana-4311	191	7	training	training	NOUN
cana-4311	191	8	and	and	CCONJ
cana-4311	191	9	inference	inference	NOUN
cana-4311	191	10	,	,	PUNCT
cana-4311	191	11	execution	execution	NOUN
cana-4311	191	12	time	time	NOUN
cana-4311	191	13	,	,	PUNCT
cana-4311	191	14	latency	latency	NOUN
cana-4311	191	15	,	,	PUNCT
cana-4311	191	16	scalability	scalability	NOUN
cana-4311	191	17	,	,	PUNCT
cana-4311	191	18	and	and	CCONJ
cana-4311	191	19	the	the	DET
cana-4311	191	20	efficiency	efficiency	NOUN
cana-4311	191	21	of	of	ADP
cana-4311	191	22	optimization	optimization	NOUN
cana-4311	191	23	algorithms	algorithm	NOUN
cana-4311	191	24	like	like	ADP
cana-4311	191	25	the	the	DET
cana-4311	191	26	dragonfly	dragonfly	NOUN
cana-4311	191	27	algorithm	algorithm	NOUN
cana-4311	191	28	.	.	PUNCT
cana-4311	192	1	these	these	DET
cana-4311	192	2	metrics	metric	NOUN
cana-4311	192	3	help	help	VERB
cana-4311	192	4	assess	assess	VERB
cana-4311	192	5	the	the	DET
cana-4311	192	6	system	system	NOUN
cana-4311	192	7	's	's	PART
cana-4311	192	8	ability	ability	NOUN
cana-4311	192	9	to	to	PART
cana-4311	192	10	reduce	reduce	VERB
cana-4311	192	11	energy	energy	NOUN
cana-4311	192	12	consumption	consumption	NOUN
cana-4311	192	13	while	while	SCONJ
cana-4311	192	14	ensuring	ensure	VERB
cana-4311	192	15	high	high	ADJ
cana-4311	192	16	performance	performance	NOUN
cana-4311	192	17	.	.	PUNCT
cana-4311	193	1	figure	figure	NOUN
cana-4311	193	2	5	5	NUM
cana-4311	193	3	represent	represent	NOUN
cana-4311	193	4	testing	testing	NOUN
cana-4311	193	5	and	and	CCONJ
cana-4311	193	6	training	training	NOUN
cana-4311	193	7	loss	loss	NOUN
cana-4311	193	8	of	of	ADP
cana-4311	193	9	the	the	DET
cana-4311	193	10	proposed	propose	VERB
cana-4311	193	11	model	model	NOUN
cana-4311	193	12	.	.	PUNCT
cana-4311	194	1	fig	fig	NOUN
cana-4311	194	2	5	5	NUM
cana-4311	194	3	:	:	PUNCT
cana-4311	194	4	testing	testing	NOUN
cana-4311	194	5	and	and	CCONJ
cana-4311	194	6	training	training	NOUN
cana-4311	194	7	loss	loss	NOUN
cana-4311	194	8	on	on	ADP
cana-4311	194	9	the	the	DET
cana-4311	194	10	other	other	ADJ
cana-4311	194	11	hand	hand	NOUN
cana-4311	194	12	,	,	PUNCT
cana-4311	194	13	training	train	VERB
cana-4311	194	14	loss	loss	NOUN
cana-4311	194	15	evaluates	evaluate	VERB
cana-4311	194	16	how	how	SCONJ
cana-4311	194	17	well	well	ADV
cana-4311	194	18	the	the	DET
cana-4311	194	19	model	model	NOUN
cana-4311	194	20	learns	learn	VERB
cana-4311	194	21	and	and	CCONJ
cana-4311	194	22	improves	improve	VERB
cana-4311	194	23	its	its	PRON
cana-4311	194	24	predictions	prediction	NOUN
cana-4311	194	25	.	.	PUNCT
cana-4311	195	1	key	key	ADJ
cana-4311	195	2	aspects	aspect	NOUN
cana-4311	195	3	of	of	ADP
cana-4311	195	4	training	training	NOUN
cana-4311	195	5	loss	loss	NOUN
cana-4311	195	6	include	include	VERB
cana-4311	195	7	the	the	DET
cana-4311	195	8	value	value	NOUN
cana-4311	195	9	of	of	ADP
cana-4311	195	10	the	the	DET
cana-4311	195	11	loss	loss	NOUN
cana-4311	195	12	function	function	NOUN
cana-4311	195	13	,	,	PUNCT
cana-4311	195	14	convergence	convergence	NOUN
cana-4311	195	15	rate	rate	NOUN
cana-4311	195	16	,	,	PUNCT
cana-4311	195	17	validation	validation	NOUN
cana-4311	195	18	loss	loss	NOUN
cana-4311	195	19	,	,	PUNCT
cana-4311	195	20	and	and	CCONJ
cana-4311	195	21	energy	energy	NOUN
cana-4311	195	22	-	-	PUNCT
cana-4311	195	23	aware	aware	ADJ
cana-4311	195	24	loss	loss	NOUN
cana-4311	195	25	,	,	PUNCT
cana-4311	195	26	all	all	PRON
cana-4311	195	27	of	of	ADP
cana-4311	195	28	which	which	PRON
cana-4311	195	29	are	be	AUX
cana-4311	195	30	crucial	crucial	ADJ
cana-4311	195	31	for	for	ADP
cana-4311	195	32	balancing	balance	VERB
cana-4311	195	33	learning	learning	NOUN
cana-4311	195	34	accuracy	accuracy	NOUN
cana-4311	195	35	and	and	CCONJ
cana-4311	195	36	energy	energy	NOUN
cana-4311	195	37	efficiency	efficiency	NOUN
cana-4311	195	38	.	.	PUNCT
cana-4311	196	1	the	the	DET
cana-4311	196	2	expected	expect	VERB
cana-4311	196	3	results	result	NOUN
cana-4311	196	4	are	be	AUX
cana-4311	196	5	reduced	reduce	VERB
cana-4311	196	6	energy	energy	NOUN
cana-4311	196	7	consumption	consumption	NOUN
cana-4311	196	8	,	,	PUNCT
cana-4311	196	9	faster	fast	ADJ
cana-4311	196	10	and	and	CCONJ
cana-4311	196	11	more	more	ADV
cana-4311	196	12	efficient	efficient	ADJ
cana-4311	196	13	training	training	NOUN
cana-4311	196	14	,	,	PUNCT
cana-4311	196	15	and	and	CCONJ
cana-4311	196	16	minimized	minimized	ADJ
cana-4311	196	17	training	training	NOUN
cana-4311	196	18	and	and	CCONJ
cana-4311	196	19	validation	validation	NOUN
cana-4311	196	20	losses	loss	NOUN
cana-4311	196	21	,	,	PUNCT
cana-4311	196	22	indicating	indicate	VERB
cana-4311	196	23	the	the	DET
cana-4311	196	24	model	model	NOUN
cana-4311	196	25	's	's	PART
cana-4311	196	26	accuracy	accuracy	NOUN
cana-4311	196	27	and	and	CCONJ
cana-4311	196	28	generalization	generalization	NOUN
cana-4311	196	29	capabilities	capability	NOUN
cana-4311	196	30	.	.	PUNCT
cana-4311	197	1	overall	overall	ADV
cana-4311	197	2	,	,	PUNCT
cana-4311	197	3	assessing	assess	VERB
cana-4311	197	4	both	both	CCONJ
cana-4311	197	5	performance	performance	NOUN
cana-4311	197	6	and	and	CCONJ
cana-4311	197	7	training	training	NOUN
cana-4311	197	8	loss	loss	NOUN
cana-4311	197	9	will	will	AUX
cana-4311	197	10	demonstrate	demonstrate	VERB
cana-4311	197	11	how	how	SCONJ
cana-4311	197	12	well	well	ADV
cana-4311	197	13	the	the	DET
cana-4311	197	14	framework	framework	NOUN
cana-4311	197	15	meets	meet	VERB
cana-4311	197	16	its	its	PRON
cana-4311	197	17	objectives	objective	NOUN
cana-4311	197	18	of	of	ADP
cana-4311	197	19	energy	energy	NOUN
cana-4311	197	20	efficiency	efficiency	NOUN
cana-4311	197	21	and	and	CCONJ
cana-4311	197	22	computational	computational	ADJ
cana-4311	197	23	performance	performance	NOUN
cana-4311	197	24	in	in	ADP
cana-4311	197	25	micro	micro	PROPN
cana-4311	197	26	electric	electric	PROPN
cana-4311	197	27	iot	iot	PROPN
cana-4311	197	28	systems	system	NOUN
cana-4311	197	29	5.2	5.2	NUM
cana-4311	197	30	dataset	dataset	NOUN
cana-4311	197	31	structure	structure	NOUN
cana-4311	197	32	5.2.1	5.2.1	NUM
cana-4311	197	33	temperature	temperature	NOUN
cana-4311	197	34	tracking	tracking	NOUN
cana-4311	197	35	temperature	temperature	NOUN
cana-4311	197	36	is	be	AUX
cana-4311	197	37	offers	offer	VERB
cana-4311	197	38	valuable	valuable	ADJ
cana-4311	197	39	information	information	NOUN
cana-4311	197	40	about	about	ADP
cana-4311	197	41	environmental	environmental	ADJ
cana-4311	197	42	conditions	condition	NOUN
cana-4311	197	43	,	,	PUNCT
cana-4311	197	44	equipment	equipment	NOUN
cana-4311	197	45	status	status	NOUN
cana-4311	197	46	,	,	PUNCT
cana-4311	197	47	and	and	CCONJ
cana-4311	197	48	overall	overall	ADJ
cana-4311	197	49	system	system	NOUN
cana-4311	197	50	efficiency	efficiency	NOUN
cana-4311	197	51	.	.	PUNCT
cana-4311	198	1	select	select	VERB
cana-4311	198	2	a	a	DET
cana-4311	198	3	suitable	suitable	ADJ
cana-4311	198	4	temperature	temperature	NOUN
cana-4311	198	5	sensor	sensor	NOUN
cana-4311	198	6	tailored	tailor	VERB
cana-4311	198	7	to	to	ADP
cana-4311	198	8	the	the	DET
cana-4311	198	9	specific	specific	ADJ
cana-4311	198	10	needs	need	NOUN
cana-4311	198	11	of	of	ADP
cana-4311	198	12	your	your	PRON
cana-4311	198	13	application	application	NOUN
cana-4311	198	14	.	.	PUNCT
cana-4311	199	1	common	common	ADJ
cana-4311	199	2	types	type	NOUN
cana-4311	199	3	include	include	VERB
cana-4311	199	4	thermocouples	thermocouple	NOUN
cana-4311	199	5	,	,	PUNCT
cana-4311	199	6	thermistors	thermistor	NOUN
cana-4311	199	7	,	,	PUNCT
cana-4311	199	8	and	and	CCONJ
cana-4311	199	9	infrared	infrared	ADJ
cana-4311	199	10	sensors	sensor	NOUN
cana-4311	199	11	.	.	PUNCT
cana-4311	200	1	figure	figure	VERB
cana-4311	200	2	6	6	NUM
cana-4311	200	3	shows	show	VERB
cana-4311	200	4	that	that	SCONJ
cana-4311	200	5	the	the	DET
cana-4311	200	6	temperature	temperature	NOUN
cana-4311	200	7	of	of	ADP
cana-4311	200	8	various	various	ADJ
cana-4311	200	9	existing	exist	VERB
cana-4311	200	10	models	model	NOUN
cana-4311	200	11	.	.	PUNCT
cana-4311	201	1	communications	communication	NOUN
cana-4311	201	2	on	on	ADP
cana-4311	201	3	applied	apply	VERB
cana-4311	201	4	nonlinear	nonlinear	ADJ
cana-4311	201	5	analysis	analysis	NOUN
cana-4311	201	6	issn	issn	NOUN
cana-4311	201	7	:	:	PUNCT
cana-4311	201	8	1074	1074	NUM
cana-4311	201	9	-	-	PUNCT
cana-4311	201	10	133x	133x	NUM
cana-4311	201	11	vol	vol	NOUN
cana-4311	201	12	32	32	NUM
cana-4311	201	13	no	no	NOUN
cana-4311	201	14	.	.	PUNCT
cana-4311	202	1	9s	9s	NUM
cana-4311	202	2	(	(	PUNCT
cana-4311	202	3	2025	2025	NUM
cana-4311	202	4	)	)	PUNCT
cana-4311	202	5	1791	1791	NUM
cana-4311	202	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4311	202	7	fig	fig	NOUN
cana-4311	202	8	6	6	NUM
cana-4311	202	9	:	:	PUNCT
cana-4311	202	10	temperature	temperature	NOUN
cana-4311	202	11	5.2.2	5.2.2	NUM
cana-4311	202	12	humidity	humidity	NOUN
cana-4311	202	13	humidity	humidity	NOUN
cana-4311	202	14	monitoring	monitoring	NOUN
cana-4311	202	15	is	be	AUX
cana-4311	202	16	a	a	DET
cana-4311	202	17	micro	micro	PROPN
cana-4311	202	18	electric	electric	ADJ
cana-4311	202	19	internet	internet	NOUN
cana-4311	202	20	of	of	ADP
cana-4311	202	21	things	thing	NOUN
cana-4311	202	22	(	(	PUNCT
cana-4311	202	23	eiot	eiot	NOUN
cana-4311	202	24	)	)	PUNCT
cana-4311	202	25	applications	application	NOUN
cana-4311	202	26	,	,	PUNCT
cana-4311	202	27	especially	especially	ADV
cana-4311	202	28	those	those	PRON
cana-4311	202	29	involving	involve	VERB
cana-4311	202	30	environmental	environmental	ADJ
cana-4311	202	31	sensing	sensing	NOUN
cana-4311	202	32	,	,	PUNCT
cana-4311	202	33	agriculture	agriculture	NOUN
cana-4311	202	34	,	,	PUNCT
cana-4311	202	35	hvac	hvac	PROPN
cana-4311	202	36	systems	systems	PROPN
cana-4311	202	37	,	,	PUNCT
cana-4311	202	38	or	or	CCONJ
cana-4311	202	39	any	any	DET
cana-4311	202	40	scenario	scenario	NOUN
cana-4311	202	41	where	where	SCONJ
cana-4311	202	42	humidity	humidity	NOUN
cana-4311	202	43	levels	level	NOUN
cana-4311	202	44	play	play	VERB
cana-4311	202	45	a	a	DET
cana-4311	202	46	significant	significant	ADJ
cana-4311	202	47	role	role	NOUN
cana-4311	202	48	.	.	PUNCT
cana-4311	203	1	monitoring	monitor	VERB
cana-4311	203	2	humidity	humidity	NOUN
cana-4311	203	3	in	in	ADP
cana-4311	203	4	micro	micro	PROPN
cana-4311	203	5	eiot	eiot	PROPN
cana-4311	203	6	applications	application	NOUN
cana-4311	203	7	is	be	AUX
cana-4311	203	8	essential	essential	ADJ
cana-4311	203	9	for	for	ADP
cana-4311	203	10	maintaining	maintain	VERB
cana-4311	203	11	optimal	optimal	ADJ
cana-4311	203	12	conditions	condition	NOUN
cana-4311	203	13	,	,	PUNCT
cana-4311	203	14	ensuring	ensure	VERB
cana-4311	203	15	the	the	DET
cana-4311	203	16	proper	proper	ADJ
cana-4311	203	17	functioning	functioning	NOUN
cana-4311	203	18	of	of	ADP
cana-4311	203	19	devices	device	NOUN
cana-4311	203	20	,	,	PUNCT
cana-4311	203	21	and	and	CCONJ
cana-4311	203	22	supporting	support	VERB
cana-4311	203	23	various	various	ADJ
cana-4311	203	24	applications	application	NOUN
cana-4311	203	25	.	.	PUNCT
cana-4311	204	1	figure	figure	VERB
cana-4311	204	2	7	7	NUM
cana-4311	204	3	shows	show	VERB
cana-4311	204	4	that	that	SCONJ
cana-4311	204	5	the	the	DET
cana-4311	204	6	humidity	humidity	NOUN
cana-4311	204	7	of	of	ADP
cana-4311	204	8	existing	exist	VERB
cana-4311	204	9	work	work	NOUN
cana-4311	204	10	.	.	PUNCT
cana-4311	205	1	fig	fig	NOUN
cana-4311	205	2	7	7	NUM
cana-4311	205	3	:	:	PUNCT
cana-4311	205	4	humidity	humidity	NOUN
cana-4311	205	5	5.2.3	5.2.3	NUM
cana-4311	205	6	light	light	ADJ
cana-4311	205	7	intensity	intensity	NOUN
cana-4311	205	8	monitoring	monitor	VERB
cana-4311	205	9	light	light	ADJ
cana-4311	205	10	intensity	intensity	NOUN
cana-4311	205	11	in	in	ADP
cana-4311	205	12	a	a	DET
cana-4311	205	13	micro	micro	PROPN
cana-4311	205	14	electric	electric	PROPN
cana-4311	205	15	internet	internet	NOUN
cana-4311	205	16	of	of	ADP
cana-4311	205	17	things	thing	NOUN
cana-4311	205	18	(	(	PUNCT
cana-4311	205	19	eiot	eiot	NOUN
cana-4311	205	20	)	)	PUNCT
cana-4311	205	21	is	be	AUX
cana-4311	205	22	essential	essential	ADJ
cana-4311	205	23	for	for	ADP
cana-4311	205	24	various	various	ADJ
cana-4311	205	25	scenarios	scenario	NOUN
cana-4311	205	26	,	,	PUNCT
cana-4311	205	27	such	such	ADJ
cana-4311	205	28	as	as	ADP
cana-4311	205	29	smart	smart	ADJ
cana-4311	205	30	lighting	lighting	NOUN
cana-4311	205	31	,	,	PUNCT
cana-4311	205	32	agriculture	agriculture	NOUN
cana-4311	205	33	,	,	PUNCT
cana-4311	205	34	and	and	CCONJ
cana-4311	205	35	environmental	environmental	ADJ
cana-4311	205	36	sensing	sensing	NOUN
cana-4311	205	37	.	.	PUNCT
cana-4311	206	1	figure	figure	NOUN
cana-4311	206	2	8	8	NUM
cana-4311	206	3	shows	show	VERB
cana-4311	206	4	that	that	SCONJ
cana-4311	206	5	comparison	comparison	NOUN
cana-4311	206	6	of	of	ADP
cana-4311	206	7	light	light	ADJ
cana-4311	206	8	intensity	intensity	NOUN
cana-4311	206	9	of	of	ADP
cana-4311	206	10	existing	exist	VERB
cana-4311	206	11	techniques	technique	NOUN
cana-4311	206	12	.	.	PUNCT
cana-4311	207	1	0	0	NUM
cana-4311	208	1	10	10	NUM
cana-4311	208	2	20	20	NUM
cana-4311	208	3	30	30	NUM
cana-4311	208	4	40	40	NUM
cana-4311	208	5	50	50	NUM
cana-4311	208	6	60	60	NUM
cana-4311	208	7	70	70	NUM
cana-4311	208	8	80	80	NUM
cana-4311	208	9	1	1	NUM
cana-4311	208	10	2	2	NUM
cana-4311	208	11	3	3	NUM
cana-4311	208	12	4	4	NUM
cana-4311	208	13	5	5	NUM
cana-4311	208	14	humidity	humidity	NOUN
cana-4311	208	15	communications	communication	NOUN
cana-4311	208	16	on	on	ADP
cana-4311	208	17	applied	apply	VERB
cana-4311	208	18	nonlinear	nonlinear	ADJ
cana-4311	208	19	analysis	analysis	NOUN
cana-4311	208	20	issn	issn	NOUN
cana-4311	208	21	:	:	PUNCT
cana-4311	208	22	1074	1074	NUM
cana-4311	208	23	-	-	PUNCT
cana-4311	208	24	133x	133x	NUM
cana-4311	208	25	vol	vol	NOUN
cana-4311	208	26	32	32	NUM
cana-4311	208	27	no	no	NOUN
cana-4311	208	28	.	.	PUNCT
cana-4311	209	1	9s	9s	NUM
cana-4311	209	2	(	(	PUNCT
cana-4311	209	3	2025	2025	NUM
cana-4311	209	4	)	)	PUNCT
cana-4311	209	5	1792	1792	NUM
cana-4311	209	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4311	209	7	fig	fig	NOUN
cana-4311	209	8	8	8	NUM
cana-4311	209	9	:	:	PUNCT
cana-4311	209	10	light	light	ADJ
cana-4311	209	11	intensity	intensity	NOUN
cana-4311	209	12	5.2.4	5.2.4	NUM
cana-4311	209	13	voltage	voltage	NOUN
cana-4311	209	14	levels	level	NOUN
cana-4311	209	15	the	the	DET
cana-4311	209	16	micro	micro	ADJ
cana-4311	209	17	eiot	eiot	NOUN
cana-4311	209	18	device	device	NOUN
cana-4311	209	19	operates	operate	VERB
cana-4311	209	20	on	on	ADP
cana-4311	209	21	a	a	DET
cana-4311	209	22	battery	battery	NOUN
cana-4311	209	23	,	,	PUNCT
cana-4311	209	24	making	make	VERB
cana-4311	209	25	it	it	PRON
cana-4311	209	26	important	important	ADJ
cana-4311	209	27	to	to	PART
cana-4311	209	28	monitor	monitor	VERB
cana-4311	209	29	voltage	voltage	NOUN
cana-4311	209	30	levels	level	NOUN
cana-4311	209	31	to	to	PART
cana-4311	209	32	assess	assess	VERB
cana-4311	209	33	battery	battery	NOUN
cana-4311	209	34	life	life	NOUN
cana-4311	209	35	and	and	CCONJ
cana-4311	209	36	decide	decide	VERB
cana-4311	209	37	when	when	SCONJ
cana-4311	209	38	replacement	replacement	NOUN
cana-4311	209	39	is	be	AUX
cana-4311	209	40	needed	need	VERB
cana-4311	209	41	.	.	PUNCT
cana-4311	210	1	customize	customize	VERB
cana-4311	210	2	your	your	PRON
cana-4311	210	3	approach	approach	NOUN
cana-4311	210	4	to	to	PART
cana-4311	210	5	fit	fit	VERB
cana-4311	210	6	the	the	DET
cana-4311	210	7	specific	specific	ADJ
cana-4311	210	8	needs	need	NOUN
cana-4311	210	9	of	of	ADP
cana-4311	210	10	your	your	PRON
cana-4311	210	11	micro	micro	ADJ
cana-4311	210	12	eiot	eiot	NOUN
cana-4311	210	13	application	application	NOUN
cana-4311	210	14	.	.	PUNCT
cana-4311	211	1	tracking	track	VERB
cana-4311	211	2	voltage	voltage	NOUN
cana-4311	211	3	is	be	AUX
cana-4311	211	4	critical	critical	ADJ
cana-4311	211	5	for	for	ADP
cana-4311	211	6	maintaining	maintain	VERB
cana-4311	211	7	device	device	NOUN
cana-4311	211	8	health	health	NOUN
cana-4311	211	9	and	and	CCONJ
cana-4311	211	10	performance	performance	NOUN
cana-4311	211	11	,	,	PUNCT
cana-4311	211	12	and	and	CCONJ
cana-4311	211	13	a	a	DET
cana-4311	211	14	strong	strong	ADJ
cana-4311	211	15	monitoring	monitoring	NOUN
cana-4311	211	16	system	system	NOUN
cana-4311	211	17	can	can	AUX
cana-4311	211	18	enhance	enhance	VERB
cana-4311	211	19	the	the	DET
cana-4311	211	20	reliability	reliability	NOUN
cana-4311	211	21	and	and	CCONJ
cana-4311	211	22	durability	durability	NOUN
cana-4311	211	23	of	of	ADP
cana-4311	211	24	your	your	PRON
cana-4311	211	25	micro	micro	ADJ
cana-4311	211	26	eiot	eiot	NOUN
cana-4311	211	27	devices	device	NOUN
cana-4311	211	28	.	.	PUNCT
cana-4311	212	1	figure	figure	NOUN
cana-4311	212	2	9	9	NUM
cana-4311	212	3	represents	represent	VERB
cana-4311	212	4	voltage	voltage	NOUN
cana-4311	212	5	levels	level	NOUN
cana-4311	212	6	of	of	ADP
cana-4311	212	7	various	various	ADJ
cana-4311	212	8	existing	exist	VERB
cana-4311	212	9	models	model	NOUN
cana-4311	212	10	.	.	PUNCT
cana-4311	213	1	fig	fig	NOUN
cana-4311	213	2	9	9	NUM
cana-4311	213	3	:	:	PUNCT
cana-4311	213	4	voltage	voltage	NOUN
cana-4311	213	5	levels	level	NOUN
cana-4311	213	6	5.2.5	5.2.5	NUM
cana-4311	213	7	energy	energy	NOUN
cana-4311	213	8	consumption	consumption	NOUN
cana-4311	213	9	monitoring	monitor	VERB
cana-4311	213	10	energy	energy	NOUN
cana-4311	213	11	consumption	consumption	NOUN
cana-4311	213	12	in	in	ADP
cana-4311	213	13	a	a	DET
cana-4311	213	14	micro	micro	PROPN
cana-4311	213	15	electric	electric	PROPN
cana-4311	213	16	internet	internet	NOUN
cana-4311	213	17	of	of	ADP
cana-4311	213	18	things	thing	NOUN
cana-4311	213	19	(	(	PUNCT
cana-4311	213	20	eiot	eiot	NOUN
cana-4311	213	21	)	)	PUNCT
cana-4311	213	22	application	application	NOUN
cana-4311	213	23	is	be	AUX
cana-4311	213	24	vital	vital	ADJ
cana-4311	213	25	for	for	ADP
cana-4311	213	26	optimizing	optimize	VERB
cana-4311	213	27	resource	resource	NOUN
cana-4311	213	28	usage	usage	NOUN
cana-4311	213	29	,	,	PUNCT
cana-4311	213	30	predicting	predict	VERB
cana-4311	213	31	battery	battery	NOUN
cana-4311	213	32	life	life	NOUN
cana-4311	213	33	,	,	PUNCT
cana-4311	213	34	and	and	CCONJ
cana-4311	213	35	ensuring	ensure	VERB
cana-4311	213	36	efficient	efficient	ADJ
cana-4311	213	37	operation	operation	NOUN
cana-4311	213	38	.	.	PUNCT
cana-4311	214	1	here	here	ADV
cana-4311	214	2	's	be	AUX
cana-4311	214	3	a	a	DET
cana-4311	214	4	guide	guide	NOUN
cana-4311	214	5	on	on	ADP
cana-4311	214	6	0	0	NUM
cana-4311	214	7	100	100	NUM
cana-4311	214	8	200	200	NUM
cana-4311	214	9	300	300	NUM
cana-4311	214	10	400	400	NUM
cana-4311	214	11	500	500	NUM
cana-4311	214	12	600	600	NUM
cana-4311	214	13	700	700	NUM
cana-4311	214	14	800	800	NUM
cana-4311	214	15	900	900	NUM
cana-4311	214	16	1	1	NUM
cana-4311	214	17	2	2	NUM
cana-4311	214	18	3	3	NUM
cana-4311	214	19	4	4	NUM
cana-4311	214	20	5	5	NUM
cana-4311	214	21	light	light	ADJ
cana-4311	214	22	intensity	intensity	NOUN
cana-4311	214	23	(	(	PUNCT
cana-4311	214	24	lux	lux	PROPN
cana-4311	214	25	)	)	PUNCT
cana-4311	214	26	0	0	NUM
cana-4311	214	27	1	1	NUM
cana-4311	214	28	2	2	NUM
cana-4311	214	29	3	3	NUM
cana-4311	214	30	4	4	NUM
cana-4311	214	31	5	5	NUM
cana-4311	214	32	6	6	NUM
cana-4311	214	33	7	7	NUM
cana-4311	214	34	rnn	rnn	VERB
cana-4311	214	35	cnn	cnn	PROPN
cana-4311	214	36	dnn	dnn	PROPN
cana-4311	214	37	ann	ann	PROPN
cana-4311	214	38	proposed	propose	VERB
cana-4311	214	39	voltage	voltage	NOUN
cana-4311	214	40	(	(	PUNCT
cana-4311	214	41	v	v	NOUN
cana-4311	214	42	)	)	PUNCT
cana-4311	214	43	communications	communication	NOUN
cana-4311	214	44	on	on	ADP
cana-4311	214	45	applied	apply	VERB
cana-4311	214	46	nonlinear	nonlinear	ADJ
cana-4311	214	47	analysis	analysis	NOUN
cana-4311	214	48	issn	issn	NOUN
cana-4311	214	49	:	:	PUNCT
cana-4311	214	50	1074	1074	NUM
cana-4311	214	51	-	-	PUNCT
cana-4311	214	52	133x	133x	NUM
cana-4311	214	53	vol	vol	NOUN
cana-4311	214	54	32	32	NUM
cana-4311	214	55	no	no	NOUN
cana-4311	214	56	.	.	PUNCT
cana-4311	215	1	9s	9s	NUM
cana-4311	215	2	(	(	PUNCT
cana-4311	215	3	2025	2025	NUM
cana-4311	215	4	)	)	PUNCT
cana-4311	215	5	1793	1793	NUM
cana-4311	216	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-4311	216	2	how	how	SCONJ
cana-4311	216	3	to	to	PART
cana-4311	216	4	incorporate	incorporate	VERB
cana-4311	216	5	energy	energy	NOUN
cana-4311	216	6	consumption	consumption	NOUN
cana-4311	216	7	monitoring	monitoring	NOUN
cana-4311	216	8	into	into	ADP
cana-4311	216	9	your	your	PRON
cana-4311	216	10	micro	micro	ADJ
cana-4311	216	11	eiot	eiot	NOUN
cana-4311	216	12	application	application	NOUN
cana-4311	216	13	:	:	PUNCT
cana-4311	216	14	for	for	ADP
cana-4311	216	15	batterypowered	batterypowered	PROPN
cana-4311	216	16	micro	micro	PROPN
cana-4311	216	17	eiot	eiot	PROPN
cana-4311	216	18	devices	device	NOUN
cana-4311	216	19	,	,	PUNCT
cana-4311	216	20	monitoring	monitor	VERB
cana-4311	216	21	energy	energy	NOUN
cana-4311	216	22	consumption	consumption	NOUN
cana-4311	216	23	is	be	AUX
cana-4311	216	24	critical	critical	ADJ
cana-4311	216	25	for	for	ADP
cana-4311	216	26	predicting	predict	VERB
cana-4311	216	27	battery	battery	NOUN
cana-4311	216	28	life	life	NOUN
cana-4311	216	29	and	and	CCONJ
cana-4311	216	30	optimizing	optimize	VERB
cana-4311	216	31	sleep	sleep	NOUN
cana-4311	216	32	modes	mode	NOUN
cana-4311	216	33	or	or	CCONJ
cana-4311	216	34	duty	duty	NOUN
cana-4311	216	35	cycles	cycle	NOUN
cana-4311	216	36	to	to	PART
cana-4311	216	37	extend	extend	VERB
cana-4311	216	38	the	the	DET
cana-4311	216	39	device	device	NOUN
cana-4311	216	40	's	's	PART
cana-4311	216	41	operational	operational	ADJ
cana-4311	216	42	time	time	NOUN
cana-4311	216	43	between	between	ADP
cana-4311	216	44	battery	battery	NOUN
cana-4311	216	45	replacements	replacement	NOUN
cana-4311	216	46	or	or	CCONJ
cana-4311	216	47	recharges	recharge	VERB
cana-4311	216	48	.	.	PUNCT
cana-4311	217	1	figure	figure	VERB
cana-4311	217	2	10	10	NUM
cana-4311	217	3	shows	show	VERB
cana-4311	217	4	that	that	SCONJ
cana-4311	217	5	energy	energy	NOUN
cana-4311	217	6	consumption	consumption	NOUN
cana-4311	217	7	of	of	ADP
cana-4311	217	8	various	various	ADJ
cana-4311	217	9	existing	exist	VERB
cana-4311	217	10	models	model	NOUN
cana-4311	217	11	.	.	PUNCT
cana-4311	218	1	fig	fig	NOUN
cana-4311	218	2	10	10	NUM
cana-4311	218	3	:	:	PUNCT
cana-4311	218	4	energy	energy	NOUN
cana-4311	218	5	consumption	consumption	NOUN
cana-4311	218	6	energy	energy	NOUN
cana-4311	218	7	consumption	consumption	NOUN
cana-4311	218	8	monitoring	monitoring	NOUN
cana-4311	218	9	is	be	AUX
cana-4311	218	10	fundamental	fundamental	ADJ
cana-4311	218	11	for	for	ADP
cana-4311	218	12	efficient	efficient	ADJ
cana-4311	218	13	resource	resource	NOUN
cana-4311	218	14	management	management	NOUN
cana-4311	218	15	and	and	CCONJ
cana-4311	218	16	can	can	AUX
cana-4311	218	17	contribute	contribute	VERB
cana-4311	218	18	significantly	significantly	ADV
cana-4311	218	19	to	to	ADP
cana-4311	218	20	the	the	DET
cana-4311	218	21	sustainability	sustainability	NOUN
cana-4311	218	22	and	and	CCONJ
cana-4311	218	23	longevity	longevity	NOUN
cana-4311	218	24	of	of	ADP
cana-4311	218	25	your	your	PRON
cana-4311	218	26	micro	micro	ADJ
cana-4311	218	27	eiot	eiot	NOUN
cana-4311	218	28	devices	device	NOUN
cana-4311	218	29	.	.	PUNCT
cana-4311	219	1	table	table	NOUN
cana-4311	219	2	2	2	NUM
cana-4311	219	3	illustrates	illustrate	VERB
cana-4311	219	4	the	the	DET
cana-4311	219	5	data	data	NOUN
cana-4311	219	6	structure	structure	NOUN
cana-4311	219	7	of	of	ADP
cana-4311	219	8	existing	exist	VERB
cana-4311	219	9	methods	method	NOUN
cana-4311	219	10	.	.	PUNCT
cana-4311	220	1	table	table	NOUN
cana-4311	220	2	2	2	NUM
cana-4311	220	3	:	:	PUNCT
cana-4311	220	4	dataset	dataset	ADJ
cana-4311	220	5	structure	structure	NOUN
cana-4311	220	6	method	method	NOUN
cana-4311	220	7	temperature	temperature	NOUN
cana-4311	220	8	humidity	humidity	NOUN
cana-4311	220	9	light	light	NOUN
cana-4311	220	10	intensity	intensity	NOUN
cana-4311	220	11	(	(	PUNCT
cana-4311	220	12	lux	lux	NOUN
cana-4311	220	13	)	)	PUNCT
cana-4311	220	14	voltage	voltage	NOUN
cana-4311	220	15	(	(	PUNCT
cana-4311	220	16	v	v	NOUN
cana-4311	220	17	)	)	PUNCT
cana-4311	220	18	energy	energy	NOUN
cana-4311	220	19	consumption	consumption	NOUN
cana-4311	220	20	(	(	PUNCT
cana-4311	220	21	kwh	kwh	NOUN
cana-4311	220	22	)	)	PUNCT
cana-4311	220	23	rnn	rnn	VERB
cana-4311	220	24	25.8	25.8	NUM
cana-4311	220	25	65	65	NUM
cana-4311	220	26	680	680	NUM
cana-4311	220	27	5.2	5.2	NUM
cana-4311	220	28	10.8	10.8	NUM
cana-4311	220	29	cnn	cnn	NOUN
cana-4311	220	30	28	28	NUM
cana-4311	220	31	67.2	67.2	NUM
cana-4311	220	32	780	780	NUM
cana-4311	220	33	3.3	3.3	NUM
cana-4311	220	34	12	12	NUM
cana-4311	220	35	dnn	dnn	PROPN
cana-4311	220	36	27.5	27.5	NUM
cana-4311	220	37	62.5	62.5	NUM
cana-4311	220	38	600	600	NUM
cana-4311	220	39	4.7	4.7	NUM
cana-4311	220	40	11.5	11.5	NUM
cana-4311	220	41	ann	ann	PROPN
cana-4311	220	42	26.7	26.7	NUM
cana-4311	220	43	60.5	60.5	NUM
cana-4311	220	44	800	800	NUM
cana-4311	220	45	7	7	NUM
cana-4311	220	46	13.2	13.2	NUM
cana-4311	220	47	proposed	propose	VERB
cana-4311	220	48	24	24	NUM
cana-4311	220	49	55	55	NUM
cana-4311	220	50	900	900	NUM
cana-4311	220	51	3	3	NUM
cana-4311	220	52	9	9	NUM
cana-4311	220	53	5.3	5.3	NUM
cana-4311	220	54	evaluation	evaluation	NOUN
cana-4311	220	55	metrics	metric	NOUN
cana-4311	220	56	for	for	ADP
cana-4311	220	57	performance	performance	NOUN
cana-4311	220	58	evaluation	evaluation	NOUN
cana-4311	220	59	,	,	PUNCT
cana-4311	220	60	metrics	metric	NOUN
cana-4311	220	61	such	such	ADJ
cana-4311	220	62	as	as	ADP
cana-4311	220	63	mean	mean	NOUN
cana-4311	220	64	squared	square	VERB
cana-4311	220	65	error	error	NOUN
cana-4311	220	66	(	(	PUNCT
cana-4311	220	67	mse	mse	NOUN
cana-4311	220	68	)	)	PUNCT
cana-4311	220	69	,	,	PUNCT
cana-4311	220	70	root	root	NOUN
cana-4311	220	71	mean	mean	VERB
cana-4311	220	72	squared	square	VERB
cana-4311	220	73	error	error	NOUN
cana-4311	220	74	(	(	PUNCT
cana-4311	220	75	rmse	rmse	NOUN
cana-4311	220	76	)	)	PUNCT
cana-4311	220	77	,	,	PUNCT
cana-4311	220	78	mean	mean	VERB
cana-4311	220	79	absolute	absolute	ADJ
cana-4311	220	80	error	error	NOUN
cana-4311	220	81	(	(	PUNCT
cana-4311	220	82	mae	mae	PROPN
cana-4311	220	83	)	)	PUNCT
cana-4311	220	84	,	,	PUNCT
cana-4311	220	85	and	and	CCONJ
cana-4311	220	86	mean	mean	VERB
cana-4311	220	87	absolute	absolute	ADJ
cana-4311	220	88	percentage	percentage	NOUN
cana-4311	220	89	error	error	NOUN
cana-4311	220	90	(	(	PUNCT
cana-4311	220	91	mape	mape	NOUN
cana-4311	220	92	)	)	PUNCT
cana-4311	220	93	are	be	AUX
cana-4311	220	94	used	use	VERB
cana-4311	220	95	to	to	PART
cana-4311	220	96	analyze	analyze	VERB
cana-4311	220	97	the	the	DET
cana-4311	220	98	experimental	experimental	ADJ
cana-4311	220	99	results	result	NOUN
cana-4311	220	100	.	.	PUNCT
cana-4311	221	1	the	the	DET
cana-4311	221	2	mathematical	mathematical	ADJ
cana-4311	221	3	expressions	expression	NOUN
cana-4311	221	4	for	for	ADP
cana-4311	221	5	these	these	DET
cana-4311	221	6	metrics	metric	NOUN
cana-4311	221	7	are	be	AUX
cana-4311	221	8	as	as	SCONJ
cana-4311	221	9	follows	follow	VERB
cana-4311	221	10	:	:	PUNCT
cana-4311	221	11	communications	communication	NOUN
cana-4311	221	12	on	on	ADP
cana-4311	221	13	applied	apply	VERB
cana-4311	221	14	nonlinear	nonlinear	ADJ
cana-4311	221	15	analysis	analysis	NOUN
cana-4311	221	16	issn	issn	NOUN
cana-4311	221	17	:	:	PUNCT
cana-4311	221	18	1074	1074	NUM
cana-4311	221	19	-	-	PUNCT
cana-4311	221	20	133x	133x	NUM
cana-4311	221	21	vol	vol	NOUN
cana-4311	221	22	32	32	NUM
cana-4311	222	1	no	no	NOUN
cana-4311	222	2	.	.	PUNCT
cana-4311	223	1	9s	9s	NUM
cana-4311	223	2	(	(	PUNCT
cana-4311	223	3	2025	2025	NUM
cana-4311	223	4	)	)	PUNCT
cana-4311	223	5	1794	1794	NUM
cana-4311	223	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4311	223	7	mse	mse	NOUN
cana-4311	223	8	=	=	SYM
cana-4311	223	9	1	1	NUM
cana-4311	223	10	m	m	NOUN
cana-4311	223	11	∑	∑	PUNCT
cana-4311	223	12	(	(	PUNCT
cana-4311	223	13	x	x	X
cana-4311	223	14	−	−	PROPN
cana-4311	223	15	x̂)2	x̂)2	PROPN
cana-4311	223	16	m	m	PROPN
cana-4311	223	17	1	1	NUM
cana-4311	223	18	(	(	PUNCT
cana-4311	223	19	13	13	NUM
cana-4311	223	20	)	)	PUNCT
cana-4311	223	21	mae	mae	PROPN
cana-4311	224	1	=	=	SYM
cana-4311	224	2	1	1	NUM
cana-4311	224	3	m	m	PROPN
cana-4311	224	4	∑	∑	NOUN
cana-4311	224	5	|x	|x	NOUN
cana-4311	224	6	−	−	NOUN
cana-4311	224	7	x̂|m	x̂|m	PROPN
cana-4311	224	8	1	1	NUM
cana-4311	224	9	(	(	PUNCT
cana-4311	224	10	14	14	NUM
cana-4311	224	11	)	)	PUNCT
cana-4311	224	12	rmse	rmse	NOUN
cana-4311	225	1	=	=	SYM
cana-4311	225	2	√	√	PROPN
cana-4311	225	3	1	1	NUM
cana-4311	225	4	m	m	VERB
cana-4311	225	5	∑	∑	PUNCT
cana-4311	225	6	(	(	PUNCT
cana-4311	225	7	x	x	X
cana-4311	225	8	−	−	PROPN
cana-4311	225	9	x̂)2	x̂)2	PROPN
cana-4311	225	10	m	m	PROPN
cana-4311	225	11	1	1	NUM
cana-4311	225	12	(	(	PUNCT
cana-4311	225	13	15	15	NUM
cana-4311	225	14	)	)	PUNCT
cana-4311	225	15	mape	mape	NOUN
cana-4311	225	16	=	=	SYM
cana-4311	225	17	100	100	NUM
cana-4311	225	18	%	%	NOUN
cana-4311	225	19	m	m	VERB
cana-4311	225	20	∑	∑	PROPN
cana-4311	225	21	|	|	ADV
cana-4311	225	22	pt−qt	pt−qt	NOUN
cana-4311	225	23	pt	pt	X
cana-4311	225	24	|m	|m	NOUN
cana-4311	225	25	t−1	t−1	PROPN
cana-4311	225	26	(	(	PUNCT
cana-4311	225	27	16	16	NUM
cana-4311	225	28	)	)	PUNCT
cana-4311	225	29	the	the	DET
cana-4311	225	30	mse	mse	PROPN
cana-4311	225	31	metric	metric	NOUN
cana-4311	225	32	calculates	calculate	VERB
cana-4311	225	33	the	the	DET
cana-4311	225	34	average	average	ADJ
cana-4311	225	35	squared	squared	ADJ
cana-4311	225	36	difference	difference	NOUN
cana-4311	225	37	between	between	ADP
cana-4311	225	38	the	the	DET
cana-4311	225	39	actual	actual	ADJ
cana-4311	225	40	and	and	CCONJ
cana-4311	225	41	predicted	predict	VERB
cana-4311	225	42	values	value	NOUN
cana-4311	225	43	,	,	PUNCT
cana-4311	225	44	capturing	capture	VERB
cana-4311	225	45	the	the	DET
cana-4311	225	46	overall	overall	ADJ
cana-4311	225	47	magnitude	magnitude	NOUN
cana-4311	225	48	of	of	ADP
cana-4311	225	49	prediction	prediction	NOUN
cana-4311	225	50	errors	error	NOUN
cana-4311	225	51	(	(	PUNCT
cana-4311	225	52	equation	equation	NOUN
cana-4311	225	53	13	13	NUM
cana-4311	225	54	)	)	PUNCT
cana-4311	225	55	.	.	PUNCT
cana-4311	226	1	mae	mae	PROPN
cana-4311	226	2	,	,	PUNCT
cana-4311	226	3	on	on	ADP
cana-4311	226	4	the	the	DET
cana-4311	226	5	other	other	ADJ
cana-4311	226	6	hand	hand	NOUN
cana-4311	226	7	,	,	PUNCT
cana-4311	226	8	measures	measure	VERB
cana-4311	226	9	the	the	DET
cana-4311	226	10	average	average	ADJ
cana-4311	226	11	absolute	absolute	ADJ
cana-4311	226	12	difference	difference	NOUN
cana-4311	226	13	between	between	ADP
cana-4311	226	14	predictions	prediction	NOUN
cana-4311	226	15	and	and	CCONJ
cana-4311	226	16	actual	actual	ADJ
cana-4311	226	17	values	value	NOUN
cana-4311	226	18	,	,	PUNCT
cana-4311	226	19	providing	provide	VERB
cana-4311	226	20	insight	insight	NOUN
cana-4311	226	21	into	into	ADP
cana-4311	226	22	the	the	DET
cana-4311	226	23	average	average	ADJ
cana-4311	226	24	size	size	NOUN
cana-4311	226	25	of	of	ADP
cana-4311	226	26	errors	error	NOUN
cana-4311	226	27	without	without	ADP
cana-4311	226	28	accounting	account	VERB
cana-4311	226	29	for	for	ADP
cana-4311	226	30	their	their	PRON
cana-4311	226	31	direction	direction	NOUN
cana-4311	226	32	(	(	PUNCT
cana-4311	226	33	equation	equation	NOUN
cana-4311	226	34	14	14	NUM
cana-4311	226	35	)	)	PUNCT
cana-4311	226	36	.	.	PUNCT
cana-4311	227	1	rmse	rmse	PROPN
cana-4311	227	2	is	be	AUX
cana-4311	227	3	widely	widely	ADV
cana-4311	227	4	used	use	VERB
cana-4311	227	5	in	in	ADP
cana-4311	227	6	fields	field	NOUN
cana-4311	227	7	like	like	ADP
cana-4311	227	8	forecasting	forecasting	NOUN
cana-4311	227	9	and	and	CCONJ
cana-4311	227	10	regression	regression	VERB
cana-4311	227	11	analysis	analysis	NOUN
cana-4311	227	12	to	to	PART
cana-4311	227	13	assess	assess	VERB
cana-4311	227	14	the	the	DET
cana-4311	227	15	standard	standard	ADJ
cana-4311	227	16	deviation	deviation	NOUN
cana-4311	227	17	of	of	ADP
cana-4311	227	18	prediction	prediction	NOUN
cana-4311	227	19	errors	error	NOUN
cana-4311	227	20	,	,	PUNCT
cana-4311	227	21	helping	help	VERB
cana-4311	227	22	to	to	PART
cana-4311	227	23	evaluate	evaluate	VERB
cana-4311	227	24	model	model	NOUN
cana-4311	227	25	performance	performance	NOUN
cana-4311	227	26	(	(	PUNCT
cana-4311	227	27	equation	equation	NOUN
cana-4311	227	28	15	15	NUM
cana-4311	227	29	)	)	PUNCT
cana-4311	227	30	.	.	PUNCT
cana-4311	228	1	finally	finally	ADV
cana-4311	228	2	,	,	PUNCT
cana-4311	228	3	mape	mape	NOUN
cana-4311	228	4	quantifies	quantify	VERB
cana-4311	228	5	the	the	DET
cana-4311	228	6	accuracy	accuracy	NOUN
cana-4311	228	7	of	of	ADP
cana-4311	228	8	a	a	DET
cana-4311	228	9	model	model	NOUN
cana-4311	228	10	’s	’s	PART
cana-4311	228	11	predictions	prediction	NOUN
cana-4311	228	12	,	,	PUNCT
cana-4311	228	13	especially	especially	ADV
cana-4311	228	14	in	in	ADP
cana-4311	228	15	forecasting	forecasting	NOUN
cana-4311	228	16	tasks	task	NOUN
cana-4311	228	17	,	,	PUNCT
cana-4311	228	18	by	by	ADP
cana-4311	228	19	expressing	express	VERB
cana-4311	228	20	the	the	DET
cana-4311	228	21	error	error	NOUN
cana-4311	228	22	as	as	ADP
cana-4311	228	23	a	a	DET
cana-4311	228	24	percentage	percentage	NOUN
cana-4311	228	25	(	(	PUNCT
cana-4311	228	26	equation	equation	NOUN
cana-4311	228	27	16	16	NUM
cana-4311	228	28	)	)	PUNCT
cana-4311	228	29	.	.	PUNCT
cana-4311	229	1	5.4	5.4	NUM
cana-4311	229	2	performance	performance	NOUN
cana-4311	229	3	comparison	comparison	NOUN
cana-4311	229	4	we	we	PRON
cana-4311	229	5	assess	assess	VERB
cana-4311	229	6	the	the	DET
cana-4311	229	7	performance	performance	NOUN
cana-4311	229	8	of	of	ADP
cana-4311	229	9	our	our	PRON
cana-4311	229	10	proposed	propose	VERB
cana-4311	229	11	approach	approach	NOUN
cana-4311	229	12	by	by	ADP
cana-4311	229	13	comparing	compare	VERB
cana-4311	229	14	it	it	PRON
cana-4311	229	15	with	with	ADP
cana-4311	229	16	competitive	competitive	ADJ
cana-4311	229	17	benchmarks	benchmark	NOUN
cana-4311	229	18	using	use	VERB
cana-4311	229	19	datasets	dataset	NOUN
cana-4311	229	20	from	from	ADP
cana-4311	229	21	both	both	PRON
cana-4311	229	22	individual	individual	ADJ
cana-4311	229	23	household	household	NOUN
cana-4311	229	24	electricity	electricity	NOUN
cana-4311	229	25	consumption	consumption	NOUN
cana-4311	229	26	and	and	CCONJ
cana-4311	229	27	commercial	commercial	ADJ
cana-4311	229	28	data	datum	NOUN
cana-4311	229	29	sources	source	NOUN
cana-4311	229	30	.	.	PUNCT
cana-4311	230	1	the	the	DET
cana-4311	230	2	upcoming	upcoming	ADJ
cana-4311	230	3	sections	section	NOUN
cana-4311	230	4	provide	provide	VERB
cana-4311	230	5	an	an	DET
cana-4311	230	6	in	in	ADP
cana-4311	230	7	-	-	PUNCT
cana-4311	230	8	depth	depth	NOUN
cana-4311	230	9	comparison	comparison	NOUN
cana-4311	230	10	with	with	ADP
cana-4311	230	11	modern	modern	ADJ
cana-4311	230	12	techniques	technique	NOUN
cana-4311	230	13	across	across	ADP
cana-4311	230	14	residential	residential	ADJ
cana-4311	230	15	and	and	CCONJ
cana-4311	230	16	commercial	commercial	ADJ
cana-4311	230	17	datasets	dataset	NOUN
cana-4311	230	18	,	,	PUNCT
cana-4311	230	19	emphasizing	emphasize	VERB
cana-4311	230	20	the	the	DET
cana-4311	230	21	benefits	benefit	NOUN
cana-4311	230	22	of	of	ADP
cana-4311	230	23	our	our	PRON
cana-4311	230	24	model	model	NOUN
cana-4311	230	25	.	.	PUNCT
cana-4311	231	1	on	on	ADP
cana-4311	231	2	the	the	DET
cana-4311	231	3	uci	uci	PROPN
cana-4311	231	4	dataset	dataset	PROPN
cana-4311	231	5	.	.	PUNCT
cana-4311	232	1	figure	figure	VERB
cana-4311	232	2	11	11	NUM
cana-4311	232	3	presents	present	VERB
cana-4311	232	4	a	a	DET
cana-4311	232	5	comparison	comparison	NOUN
cana-4311	232	6	of	of	ADP
cana-4311	232	7	the	the	DET
cana-4311	232	8	mse	mse	NOUN
cana-4311	232	9	values	value	NOUN
cana-4311	232	10	between	between	ADP
cana-4311	232	11	our	our	PRON
cana-4311	232	12	method	method	NOUN
cana-4311	232	13	and	and	CCONJ
cana-4311	232	14	existing	exist	VERB
cana-4311	232	15	techniques	technique	NOUN
cana-4311	232	16	.	.	PUNCT
cana-4311	233	1	fig	fig	NOUN
cana-4311	233	2	11	11	NUM
cana-4311	233	3	:	:	PUNCT
cana-4311	233	4	comparing	compare	VERB
cana-4311	233	5	mse	mse	NOUN
cana-4311	233	6	with	with	ADP
cana-4311	233	7	existing	exist	VERB
cana-4311	233	8	techniques	technique	NOUN
cana-4311	233	9	in	in	ADP
cana-4311	233	10	comparison	comparison	NOUN
cana-4311	233	11	to	to	ADP
cana-4311	233	12	established	established	ADJ
cana-4311	233	13	models	model	NOUN
cana-4311	233	14	like	like	ADP
cana-4311	233	15	dnn	dnn	PROPN
cana-4311	233	16	,	,	PUNCT
cana-4311	233	17	cnn	cnn	PROPN
cana-4311	233	18	,	,	PUNCT
cana-4311	233	19	ann	ann	PROPN
cana-4311	233	20	,	,	PUNCT
cana-4311	233	21	and	and	CCONJ
cana-4311	233	22	lstm	lstm	NOUN
cana-4311	233	23	networks	network	NOUN
cana-4311	233	24	,	,	PUNCT
cana-4311	233	25	our	our	PRON
cana-4311	233	26	proposed	propose	VERB
cana-4311	233	27	model	model	NOUN
cana-4311	233	28	attained	attain	VERB
cana-4311	233	29	mean	mean	NOUN
cana-4311	233	30	squared	square	VERB
cana-4311	233	31	error	error	NOUN
cana-4311	233	32	(	(	PUNCT
cana-4311	233	33	mse	mse	NOUN
cana-4311	233	34	)	)	PUNCT
cana-4311	233	35	rates	rate	NOUN
cana-4311	233	36	of	of	ADP
cana-4311	233	37	0.37	0.37	NUM
cana-4311	233	38	,	,	PUNCT
cana-4311	233	39	0.34	0.34	NUM
cana-4311	233	40	,	,	PUNCT
cana-4311	233	41	0.45	0.45	NUM
cana-4311	233	42	,	,	PUNCT
cana-4311	233	43	0.56	0.56	NUM
cana-4311	233	44	,	,	PUNCT
cana-4311	233	45	and	and	CCONJ
cana-4311	233	46	0.20	0.20	NUM
cana-4311	233	47	,	,	PUNCT
cana-4311	233	48	respectively	respectively	ADV
cana-4311	233	49	.	.	PUNCT
cana-4311	234	1	mse	mse	PROPN
cana-4311	234	2	,	,	PUNCT
cana-4311	234	3	also	also	ADV
cana-4311	234	4	referred	refer	VERB
cana-4311	234	5	to	to	ADP
cana-4311	234	6	as	as	ADV
cana-4311	234	7	mean	mean	VERB
cana-4311	234	8	squared	square	VERB
cana-4311	234	9	deviation	deviation	NOUN
cana-4311	234	10	(	(	PUNCT
cana-4311	234	11	msd	msd	NOUN
cana-4311	234	12	)	)	PUNCT
cana-4311	234	13	,	,	PUNCT
cana-4311	234	14	measures	measure	VERB
cana-4311	234	15	the	the	DET
cana-4311	234	16	average	average	NOUN
cana-4311	234	17	of	of	ADP
cana-4311	234	18	the	the	DET
cana-4311	234	19	squared	square	VERB
cana-4311	234	20	differences	difference	NOUN
cana-4311	234	21	between	between	ADP
cana-4311	234	22	predicted	predict	VERB
cana-4311	234	23	values	value	NOUN
cana-4311	234	24	and	and	CCONJ
cana-4311	234	25	actual	actual	ADJ
cana-4311	234	26	outcomes	outcome	NOUN
cana-4311	234	27	.	.	PUNCT
cana-4311	235	1	0	0	NUM
cana-4311	235	2	0.1	0.1	NUM
cana-4311	235	3	0.2	0.2	NUM
cana-4311	235	4	0.3	0.3	NUM
cana-4311	235	5	0.4	0.4	NUM
cana-4311	235	6	0.5	0.5	NUM
cana-4311	235	7	0.6	0.6	NUM
cana-4311	235	8	dnn	dnn	PROPN
cana-4311	235	9	cnn	cnn	PROPN
cana-4311	235	10	ann	ann	PROPN
cana-4311	235	11	lstm	lstm	PROPN
cana-4311	235	12	proposed	propose	VERB
cana-4311	235	13	mse	mse	NOUN
cana-4311	235	14	communications	communication	NOUN
cana-4311	235	15	on	on	ADP
cana-4311	235	16	applied	apply	VERB
cana-4311	235	17	nonlinear	nonlinear	ADJ
cana-4311	235	18	analysis	analysis	NOUN
cana-4311	235	19	issn	issn	NOUN
cana-4311	235	20	:	:	PUNCT
cana-4311	235	21	1074	1074	NUM
cana-4311	235	22	-	-	PUNCT
cana-4311	235	23	133x	133x	NUM
cana-4311	235	24	vol	vol	NOUN
cana-4311	235	25	32	32	NUM
cana-4311	235	26	no	no	NOUN
cana-4311	235	27	.	.	PUNCT
cana-4311	236	1	9s	9s	NUM
cana-4311	236	2	(	(	PUNCT
cana-4311	236	3	2025	2025	NUM
cana-4311	236	4	)	)	PUNCT
cana-4311	236	5	1795	1795	NUM
cana-4311	236	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4311	236	7	fig	fig	NOUN
cana-4311	236	8	12	12	NUM
cana-4311	236	9	:	:	PUNCT
cana-4311	236	10	comparing	compare	VERB
cana-4311	236	11	mae	mae	PROPN
cana-4311	236	12	with	with	ADP
cana-4311	236	13	existing	exist	VERB
cana-4311	236	14	techniques	technique	NOUN
cana-4311	236	15	when	when	SCONJ
cana-4311	236	16	compared	compare	VERB
cana-4311	236	17	to	to	ADP
cana-4311	236	18	established	establish	VERB
cana-4311	236	19	models	model	NOUN
cana-4311	236	20	such	such	ADJ
cana-4311	236	21	as	as	ADP
cana-4311	236	22	dnn	dnn	PROPN
cana-4311	236	23	,	,	PUNCT
cana-4311	236	24	cnn	cnn	PROPN
cana-4311	236	25	,	,	PUNCT
cana-4311	236	26	ann	ann	PROPN
cana-4311	236	27	,	,	PUNCT
cana-4311	236	28	and	and	CCONJ
cana-4311	236	29	lstm	lstm	NOUN
cana-4311	236	30	networks	network	NOUN
cana-4311	236	31	,	,	PUNCT
cana-4311	236	32	our	our	PRON
cana-4311	236	33	proposed	propose	VERB
cana-4311	236	34	model	model	NOUN
cana-4311	236	35	recorded	record	VERB
cana-4311	236	36	mean	mean	VERB
cana-4311	236	37	absolute	absolute	ADJ
cana-4311	236	38	error	error	NOUN
cana-4311	236	39	(	(	PUNCT
cana-4311	236	40	mae	mae	PROPN
cana-4311	236	41	)	)	PUNCT
cana-4311	236	42	rates	rate	NOUN
cana-4311	236	43	of	of	ADP
cana-4311	236	44	0.34	0.34	NUM
cana-4311	236	45	,	,	PUNCT
cana-4311	236	46	0.38	0.38	NUM
cana-4311	236	47	,	,	PUNCT
cana-4311	236	48	0.54	0.54	NUM
cana-4311	236	49	,	,	PUNCT
cana-4311	236	50	0.62	0.62	NUM
cana-4311	236	51	,	,	PUNCT
cana-4311	236	52	and	and	CCONJ
cana-4311	236	53	0.30	0.30	NUM
cana-4311	236	54	,	,	PUNCT
cana-4311	236	55	respectively	respectively	ADV
cana-4311	236	56	.	.	PUNCT
cana-4311	237	1	the	the	DET
cana-4311	237	2	mean	mean	ADJ
cana-4311	237	3	absolute	absolute	ADJ
cana-4311	237	4	error	error	NOUN
cana-4311	237	5	is	be	AUX
cana-4311	237	6	a	a	DET
cana-4311	237	7	widely	widely	ADV
cana-4311	237	8	used	use	VERB
cana-4311	237	9	metric	metric	NOUN
cana-4311	237	10	for	for	ADP
cana-4311	237	11	assessing	assess	VERB
cana-4311	237	12	forecasts	forecast	NOUN
cana-4311	237	13	against	against	ADP
cana-4311	237	14	actual	actual	ADJ
cana-4311	237	15	results	result	NOUN
cana-4311	237	16	,	,	PUNCT
cana-4311	237	17	offering	offer	VERB
cana-4311	237	18	an	an	DET
cana-4311	237	19	overview	overview	NOUN
cana-4311	237	20	of	of	ADP
cana-4311	237	21	performance	performance	NOUN
cana-4311	237	22	without	without	ADP
cana-4311	237	23	accounting	account	VERB
cana-4311	237	24	for	for	ADP
cana-4311	237	25	whether	whether	SCONJ
cana-4311	237	26	predictions	prediction	NOUN
cana-4311	237	27	are	be	AUX
cana-4311	237	28	above	above	ADP
cana-4311	237	29	or	or	CCONJ
cana-4311	237	30	below	below	ADP
cana-4311	237	31	the	the	DET
cana-4311	237	32	true	true	ADJ
cana-4311	237	33	values	value	NOUN
cana-4311	237	34	.	.	PUNCT
cana-4311	238	1	in	in	ADP
cana-4311	238	2	contrast	contrast	NOUN
cana-4311	238	3	,	,	PUNCT
cana-4311	238	4	the	the	DET
cana-4311	238	5	mean	mean	NOUN
cana-4311	238	6	signed	sign	VERB
cana-4311	238	7	difference	difference	NOUN
cana-4311	238	8	highlights	highlight	NOUN
cana-4311	238	9	the	the	DET
cana-4311	238	10	direction	direction	NOUN
cana-4311	238	11	of	of	ADP
cana-4311	238	12	the	the	DET
cana-4311	238	13	errors	error	NOUN
cana-4311	238	14	.	.	PUNCT
cana-4311	239	1	figure	figure	VERB
cana-4311	239	2	12	12	NUM
cana-4311	239	3	illustrates	illustrate	VERB
cana-4311	239	4	the	the	DET
cana-4311	239	5	comparison	comparison	NOUN
cana-4311	239	6	of	of	ADP
cana-4311	239	7	mae	mae	PROPN
cana-4311	239	8	values	value	NOUN
cana-4311	239	9	among	among	ADP
cana-4311	239	10	the	the	DET
cana-4311	239	11	different	different	ADJ
cana-4311	239	12	techniques	technique	NOUN
cana-4311	239	13	.	.	PUNCT
cana-4311	240	1	fig	fig	NOUN
cana-4311	240	2	13	13	NUM
cana-4311	240	3	:	:	PUNCT
cana-4311	240	4	comparing	compare	VERB
cana-4311	240	5	rmse	rmse	NOUN
cana-4311	240	6	with	with	ADP
cana-4311	240	7	existing	exist	VERB
cana-4311	240	8	techniques	technique	NOUN
cana-4311	240	9	when	when	SCONJ
cana-4311	240	10	compared	compare	VERB
cana-4311	240	11	to	to	ADP
cana-4311	240	12	established	establish	VERB
cana-4311	240	13	models	model	NOUN
cana-4311	240	14	like	like	ADP
cana-4311	240	15	dnn	dnn	PROPN
cana-4311	240	16	,	,	PUNCT
cana-4311	240	17	cnn	cnn	PROPN
cana-4311	240	18	,	,	PUNCT
cana-4311	240	19	ann	ann	PROPN
cana-4311	240	20	,	,	PUNCT
cana-4311	240	21	and	and	CCONJ
cana-4311	240	22	lstm	lstm	NOUN
cana-4311	240	23	networks	network	NOUN
cana-4311	240	24	,	,	PUNCT
cana-4311	240	25	our	our	PRON
cana-4311	240	26	proposed	propose	VERB
cana-4311	240	27	model	model	NOUN
cana-4311	240	28	demonstrated	demonstrate	VERB
cana-4311	240	29	root	root	NOUN
cana-4311	240	30	mean	mean	ADJ
cana-4311	240	31	square	square	ADJ
cana-4311	240	32	error	error	NOUN
cana-4311	240	33	(	(	PUNCT
cana-4311	240	34	rmse	rmse	ADJ
cana-4311	240	35	)	)	PUNCT
cana-4311	240	36	rates	rate	NOUN
cana-4311	240	37	of	of	ADP
cana-4311	240	38	0.61	0.61	NUM
cana-4311	240	39	,	,	PUNCT
cana-4311	240	40	0.76	0.76	NUM
cana-4311	240	41	,	,	PUNCT
cana-4311	240	42	0.44	0.44	NUM
cana-4311	240	43	,	,	PUNCT
cana-4311	240	44	0.32	0.32	NUM
cana-4311	240	45	,	,	PUNCT
cana-4311	240	46	and	and	CCONJ
cana-4311	240	47	0.25	0.25	NUM
cana-4311	240	48	,	,	PUNCT
cana-4311	240	49	respectively	respectively	ADV
cana-4311	240	50	.	.	PUNCT
cana-4311	241	1	rmse	rmse	PROPN
cana-4311	241	2	is	be	AUX
cana-4311	241	3	a	a	DET
cana-4311	241	4	commonly	commonly	ADV
cana-4311	241	5	utilized	utilize	VERB
cana-4311	241	6	metric	metric	NOUN
cana-4311	241	7	for	for	ADP
cana-4311	241	8	evaluating	evaluate	VERB
cana-4311	241	9	the	the	DET
cana-4311	241	10	precision	precision	NOUN
cana-4311	241	11	of	of	ADP
cana-4311	241	12	models	model	NOUN
cana-4311	241	13	and	and	CCONJ
cana-4311	241	14	algorithms	algorithm	NOUN
cana-4311	241	15	,	,	PUNCT
cana-4311	241	16	particularly	particularly	ADV
cana-4311	241	17	in	in	ADP
cana-4311	241	18	regression	regression	NOUN
cana-4311	241	19	analysis	analysis	NOUN
cana-4311	241	20	and	and	CCONJ
cana-4311	241	21	predictive	predictive	ADJ
cana-4311	241	22	tasks	task	NOUN
cana-4311	241	23	.	.	PUNCT
cana-4311	242	1	a	a	DET
cana-4311	242	2	comparison	comparison	NOUN
cana-4311	242	3	of	of	ADP
cana-4311	242	4	the	the	DET
cana-4311	242	5	rmse	rmse	ADJ
cana-4311	242	6	values	value	NOUN
cana-4311	242	7	is	be	AUX
cana-4311	242	8	illustrated	illustrate	VERB
cana-4311	242	9	in	in	ADP
cana-4311	242	10	figure	figure	NOUN
cana-4311	242	11	13	13	NUM
cana-4311	242	12	.	.	NOUN
cana-4311	242	13	0	0	NUM
cana-4311	242	14	0.1	0.1	NUM
cana-4311	242	15	0.2	0.2	NUM
cana-4311	242	16	0.3	0.3	NUM
cana-4311	242	17	0.4	0.4	NUM
cana-4311	242	18	0.5	0.5	NUM
cana-4311	242	19	0.6	0.6	NUM
cana-4311	242	20	0.7	0.7	NUM
cana-4311	242	21	dnn	dnn	PROPN
cana-4311	242	22	cnn	cnn	PROPN
cana-4311	242	23	ann	ann	PROPN
cana-4311	242	24	lstm	lstm	PROPN
cana-4311	242	25	proposed	propose	VERB
cana-4311	242	26	mae	mae	PROPN
cana-4311	242	27	0	0	PROPN
cana-4311	242	28	0.1	0.1	NUM
cana-4311	242	29	0.2	0.2	NUM
cana-4311	242	30	0.3	0.3	NUM
cana-4311	242	31	0.4	0.4	NUM
cana-4311	242	32	0.5	0.5	NUM
cana-4311	242	33	0.6	0.6	NUM
cana-4311	242	34	0.7	0.7	NUM
cana-4311	242	35	0.8	0.8	NUM
cana-4311	242	36	dnn	dnn	PROPN
cana-4311	242	37	cnn	cnn	PROPN
cana-4311	242	38	ann	ann	PROPN
cana-4311	242	39	lstm	lstm	PROPN
cana-4311	242	40	proposed	propose	VERB
cana-4311	242	41	rmse	rmse	NOUN
cana-4311	242	42	communications	communication	NOUN
cana-4311	242	43	on	on	ADP
cana-4311	242	44	applied	apply	VERB
cana-4311	242	45	nonlinear	nonlinear	ADJ
cana-4311	242	46	analysis	analysis	NOUN
cana-4311	242	47	issn	issn	NOUN
cana-4311	242	48	:	:	PUNCT
cana-4311	242	49	1074	1074	NUM
cana-4311	242	50	-	-	PUNCT
cana-4311	242	51	133x	133x	NUM
cana-4311	242	52	vol	vol	NOUN
cana-4311	242	53	32	32	NUM
cana-4311	242	54	no	no	NOUN
cana-4311	242	55	.	.	PUNCT
cana-4311	243	1	9s	9s	NUM
cana-4311	243	2	(	(	PUNCT
cana-4311	243	3	2025	2025	NUM
cana-4311	243	4	)	)	PUNCT
cana-4311	243	5	1796	1796	NUM
cana-4311	243	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4311	243	7	fig	fig	NOUN
cana-4311	243	8	14	14	NUM
cana-4311	243	9	:	:	PUNCT
cana-4311	243	10	comparing	compare	VERB
cana-4311	243	11	mape	mape	NOUN
cana-4311	243	12	value	value	NOUN
cana-4311	243	13	with	with	ADP
cana-4311	243	14	existing	exist	VERB
cana-4311	243	15	techniques	technique	NOUN
cana-4311	243	16	in	in	ADP
cana-4311	243	17	comparison	comparison	NOUN
cana-4311	243	18	to	to	ADP
cana-4311	243	19	existing	exist	VERB
cana-4311	243	20	models	model	NOUN
cana-4311	243	21	such	such	ADJ
cana-4311	243	22	as	as	ADP
cana-4311	243	23	dnn	dnn	PROPN
cana-4311	243	24	,	,	PUNCT
cana-4311	243	25	cnn	cnn	PROPN
cana-4311	243	26	,	,	PUNCT
cana-4311	243	27	ann	ann	PROPN
cana-4311	243	28	,	,	PUNCT
cana-4311	243	29	and	and	CCONJ
cana-4311	243	30	lstm	lstm	NOUN
cana-4311	243	31	-	-	PUNCT
cana-4311	243	32	based	base	VERB
cana-4311	243	33	networks	network	NOUN
cana-4311	243	34	,	,	PUNCT
cana-4311	243	35	the	the	DET
cana-4311	243	36	proposed	propose	VERB
cana-4311	243	37	model	model	NOUN
cana-4311	243	38	demonstrated	demonstrate	VERB
cana-4311	243	39	error	error	NOUN
cana-4311	243	40	rates	rate	NOUN
cana-4311	243	41	of	of	ADP
cana-4311	243	42	55.34	55.34	NUM
cana-4311	243	43	%	%	NOUN
cana-4311	243	44	,	,	PUNCT
cana-4311	243	45	34.38	34.38	NUM
cana-4311	243	46	%	%	NOUN
cana-4311	243	47	,	,	PUNCT
cana-4311	243	48	62.54	62.54	NUM
cana-4311	243	49	%	%	NOUN
cana-4311	243	50	,	,	PUNCT
cana-4311	243	51	56.62	56.62	NUM
cana-4311	243	52	%	%	NOUN
cana-4311	243	53	,	,	PUNCT
cana-4311	243	54	and	and	CCONJ
cana-4311	243	55	26.30	26.30	NUM
cana-4311	243	56	%	%	NOUN
cana-4311	243	57	for	for	ADP
cana-4311	243	58	mape	mape	NOUN
cana-4311	243	59	,	,	PUNCT
cana-4311	243	60	respectively	respectively	ADV
cana-4311	243	61	.	.	PUNCT
cana-4311	244	1	figure	figure	NOUN
cana-4311	244	2	14	14	NUM
cana-4311	244	3	illustrates	illustrate	VERB
cana-4311	244	4	the	the	DET
cana-4311	244	5	comparison	comparison	NOUN
cana-4311	244	6	of	of	ADP
cana-4311	244	7	mape	mape	NOUN
cana-4311	244	8	values	value	NOUN
cana-4311	244	9	.	.	PUNCT
cana-4311	245	1	the	the	DET
cana-4311	245	2	proposed	propose	VERB
cana-4311	245	3	models	model	NOUN
cana-4311	245	4	exhibits	exhibit	VERB
cana-4311	245	5	lower	low	ADJ
cana-4311	245	6	computational	computational	ADJ
cana-4311	245	7	complexity	complexity	NOUN
cana-4311	245	8	,	,	PUNCT
cana-4311	245	9	and	and	CCONJ
cana-4311	245	10	when	when	SCONJ
cana-4311	245	11	comparing	compare	VERB
cana-4311	245	12	the	the	DET
cana-4311	245	13	predicted	predict	VERB
cana-4311	245	14	power	power	NOUN
cana-4311	245	15	to	to	ADP
cana-4311	245	16	the	the	DET
cana-4311	245	17	ground	ground	NOUN
cana-4311	245	18	truth	truth	NOUN
cana-4311	245	19	values	value	NOUN
cana-4311	245	20	,	,	PUNCT
cana-4311	245	21	only	only	ADV
cana-4311	245	22	minor	minor	ADJ
cana-4311	245	23	variations	variation	NOUN
cana-4311	245	24	are	be	AUX
cana-4311	245	25	observed	observe	VERB
cana-4311	245	26	.	.	PUNCT
cana-4311	246	1	this	this	PRON
cana-4311	246	2	suggests	suggest	VERB
cana-4311	246	3	the	the	DET
cana-4311	246	4	model	model	NOUN
cana-4311	246	5	's	's	PART
cana-4311	246	6	effectiveness	effectiveness	NOUN
cana-4311	246	7	for	for	ADP
cana-4311	246	8	realworld	realworld	PROPN
cana-4311	246	9	applications	application	NOUN
cana-4311	246	10	.	.	PUNCT
cana-4311	247	1	table	table	NOUN
cana-4311	247	2	3	3	NUM
cana-4311	247	3	presents	present	VERB
cana-4311	247	4	a	a	DET
cana-4311	247	5	comparative	comparative	ADJ
cana-4311	247	6	evaluation	evaluation	NOUN
cana-4311	247	7	of	of	ADP
cana-4311	247	8	the	the	DET
cana-4311	247	9	system	system	NOUN
cana-4311	247	10	's	's	PART
cana-4311	247	11	performance	performance	NOUN
cana-4311	247	12	.	.	PUNCT
cana-4311	248	1	table	table	NOUN
cana-4311	248	2	3	3	NUM
cana-4311	248	3	:	:	PUNCT
cana-4311	248	4	comparative	comparative	ADJ
cana-4311	248	5	analysis	analysis	NOUN
cana-4311	248	6	of	of	ADP
cana-4311	248	7	system	system	NOUN
cana-4311	248	8	performance	performance	NOUN
cana-4311	248	9	method	method	NOUN
cana-4311	248	10	mse	mse	PROPN
cana-4311	248	11	mae	mae	PROPN
cana-4311	248	12	rmse	rmse	PROPN
cana-4311	248	13	mape	mape	PROPN
cana-4311	248	14	dnn	dnn	PROPN
cana-4311	248	15	0.37	0.37	NUM
cana-4311	248	16	0.34	0.34	NUM
cana-4311	248	17	0.61	0.61	NUM
cana-4311	248	18	55.34	55.34	NUM
cana-4311	248	19	cnn	cnn	NOUN
cana-4311	248	20	0.34	0.34	NUM
cana-4311	248	21	0.38	0.38	NUM
cana-4311	248	22	0.76	0.76	NUM
cana-4311	248	23	34.38	34.38	NUM
cana-4311	248	24	ann	ann	PROPN
cana-4311	248	25	0.45	0.45	NUM
cana-4311	248	26	0.54	0.54	NUM
cana-4311	248	27	0.44	0.44	NUM
cana-4311	248	28	62.54	62.54	NUM
cana-4311	248	29	lstm	lstm	NOUN
cana-4311	248	30	0.56	0.56	NUM
cana-4311	248	31	0.62	0.62	NUM
cana-4311	248	32	0.32	0.32	NUM
cana-4311	248	33	56.62	56.62	NUM
cana-4311	248	34	proposed	propose	VERB
cana-4311	248	35	0.20	0.20	NUM
cana-4311	248	36	0.30	0.30	NUM
cana-4311	248	37	0.25	0.25	NUM
cana-4311	248	38	26.30	26.30	NUM
cana-4311	248	39	6	6	NUM
cana-4311	248	40	.	.	PUNCT
cana-4311	249	1	discussion	discussion	NOUN
cana-4311	249	2	we	we	PRON
cana-4311	249	3	carry	carry	VERB
cana-4311	249	4	out	out	ADP
cana-4311	249	5	extensive	extensive	ADJ
cana-4311	249	6	experiments	experiment	NOUN
cana-4311	249	7	that	that	PRON
cana-4311	249	8	include	include	VERB
cana-4311	249	9	comparisons	comparison	NOUN
cana-4311	249	10	with	with	ADP
cana-4311	249	11	leading	lead	VERB
cana-4311	249	12	-	-	PUNCT
cana-4311	249	13	edge	edge	NOUN
cana-4311	249	14	methods	method	NOUN
cana-4311	249	15	across	across	ADP
cana-4311	249	16	two	two	NUM
cana-4311	249	17	distinct	distinct	ADJ
cana-4311	249	18	datasets	dataset	NOUN
cana-4311	249	19	,	,	PUNCT
cana-4311	249	20	while	while	SCONJ
cana-4311	249	21	also	also	ADV
cana-4311	249	22	evaluating	evaluate	VERB
cana-4311	249	23	time	time	NOUN
cana-4311	249	24	complexity	complexity	NOUN
cana-4311	249	25	for	for	ADP
cana-4311	249	26	both	both	DET
cana-4311	249	27	personal	personal	ADJ
cana-4311	249	28	computers	computer	NOUN
cana-4311	249	29	(	(	PUNCT
cana-4311	249	30	pcs	pc	NOUN
cana-4311	249	31	)	)	PUNCT
cana-4311	249	32	and	and	CCONJ
cana-4311	249	33	devices	device	NOUN
cana-4311	249	34	with	with	ADP
cana-4311	249	35	limited	limited	ADJ
cana-4311	249	36	resources	resource	NOUN
cana-4311	249	37	.	.	PUNCT
cana-4311	250	1	the	the	DET
cana-4311	250	2	datasets	dataset	NOUN
cana-4311	250	3	utilized	utilize	VERB
cana-4311	250	4	for	for	ADP
cana-4311	250	5	these	these	DET
cana-4311	250	6	comparisons	comparison	NOUN
cana-4311	250	7	consist	consist	VERB
cana-4311	250	8	of	of	ADP
cana-4311	250	9	individual	individual	ADJ
cana-4311	250	10	household	household	NOUN
cana-4311	250	11	electric	electric	PROPN
cana-4311	250	12	power	power	NOUN
cana-4311	250	13	consumption	consumption	NOUN
cana-4311	250	14	and	and	CCONJ
cana-4311	250	15	a	a	DET
cana-4311	250	16	commercial	commercial	ADJ
cana-4311	250	17	dataset	dataset	NOUN
cana-4311	250	18	.	.	PUNCT
cana-4311	251	1	our	our	PRON
cana-4311	251	2	findings	finding	NOUN
cana-4311	251	3	highlight	highlight	VERB
cana-4311	251	4	the	the	DET
cana-4311	251	5	superior	superior	ADJ
cana-4311	251	6	performance	performance	NOUN
cana-4311	251	7	of	of	ADP
cana-4311	251	8	our	our	PRON
cana-4311	251	9	multilayered	multilayered	ADJ
cana-4311	251	10	gru	gru	NOUN
cana-4311	251	11	model	model	NOUN
cana-4311	251	12	,	,	PUNCT
cana-4311	251	13	which	which	PRON
cana-4311	251	14	exceeds	exceed	VERB
cana-4311	251	15	the	the	DET
cana-4311	251	16	capabilities	capability	NOUN
cana-4311	251	17	of	of	ADP
cana-4311	251	18	recent	recent	ADJ
cana-4311	251	19	methods	method	NOUN
cana-4311	251	20	0	0	NUM
cana-4311	251	21	10	10	NUM
cana-4311	251	22	20	20	NUM
cana-4311	251	23	30	30	NUM
cana-4311	251	24	40	40	NUM
cana-4311	251	25	50	50	NUM
cana-4311	251	26	60	60	NUM
cana-4311	251	27	70	70	NUM
cana-4311	251	28	dnn	dnn	PROPN
cana-4311	251	29	cnn	cnn	PROPN
cana-4311	251	30	ann	ann	PROPN
cana-4311	251	31	lstm	lstm	PROPN
cana-4311	251	32	proposed	propose	VERB
cana-4311	251	33	mape	mape	NOUN
cana-4311	251	34	communications	communication	NOUN
cana-4311	251	35	on	on	ADP
cana-4311	251	36	applied	apply	VERB
cana-4311	251	37	nonlinear	nonlinear	ADJ
cana-4311	251	38	analysis	analysis	NOUN
cana-4311	251	39	issn	issn	NOUN
cana-4311	251	40	:	:	PUNCT
cana-4311	251	41	1074	1074	NUM
cana-4311	251	42	-	-	PUNCT
cana-4311	251	43	133x	133x	NUM
cana-4311	251	44	vol	vol	NOUN
cana-4311	251	45	32	32	NUM
cana-4311	252	1	no	no	NOUN
cana-4311	252	2	.	.	PUNCT
cana-4311	253	1	9s	9s	NUM
cana-4311	253	2	(	(	PUNCT
cana-4311	253	3	2025	2025	NUM
cana-4311	253	4	)	)	PUNCT
cana-4311	253	5	1797	1797	NUM
cana-4311	253	6	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-4311	253	7	found	find	VERB
cana-4311	253	8	in	in	ADP
cana-4311	253	9	the	the	DET
cana-4311	253	10	energy	energy	NOUN
cana-4311	253	11	forecasting	forecasting	NOUN
cana-4311	253	12	literature	literature	NOUN
cana-4311	253	13	.	.	PUNCT
cana-4311	254	1	this	this	DET
cana-4311	254	2	section	section	NOUN
cana-4311	254	3	will	will	AUX
cana-4311	254	4	begin	begin	VERB
cana-4311	254	5	with	with	ADP
cana-4311	254	6	a	a	DET
cana-4311	254	7	discussion	discussion	NOUN
cana-4311	254	8	of	of	ADP
cana-4311	254	9	the	the	DET
cana-4311	254	10	evaluation	evaluation	NOUN
cana-4311	254	11	metrics	metric	NOUN
cana-4311	254	12	used	use	VERB
cana-4311	254	13	in	in	ADP
cana-4311	254	14	our	our	PRON
cana-4311	254	15	analysis	analysis	NOUN
cana-4311	254	16	.	.	PUNCT
cana-4311	255	1	7	7	X
cana-4311	255	2	.	.	X
cana-4311	255	3	conclusion	conclusion	NOUN
cana-4311	255	4	this	this	DET
cana-4311	255	5	study	study	NOUN
cana-4311	255	6	introduced	introduce	VERB
cana-4311	255	7	an	an	DET
cana-4311	255	8	innovative	innovative	ADJ
cana-4311	255	9	framework	framework	NOUN
cana-4311	255	10	aimed	aim	VERB
cana-4311	255	11	at	at	ADP
cana-4311	255	12	tackling	tackle	VERB
cana-4311	255	13	the	the	DET
cana-4311	255	14	significant	significant	ADJ
cana-4311	255	15	issue	issue	NOUN
cana-4311	255	16	of	of	ADP
cana-4311	255	17	energy	energy	NOUN
cana-4311	255	18	consumption	consumption	NOUN
cana-4311	255	19	in	in	ADP
cana-4311	255	20	micro	micro	PROPN
cana-4311	255	21	electric	electric	PROPN
cana-4311	255	22	internet	internet	NOUN
cana-4311	255	23	of	of	ADP
cana-4311	255	24	things	thing	NOUN
cana-4311	255	25	(	(	PUNCT
cana-4311	255	26	iot	iot	NOUN
cana-4311	255	27	)	)	PUNCT
cana-4311	255	28	applications	application	NOUN
cana-4311	255	29	.	.	PUNCT
cana-4311	256	1	by	by	ADP
cana-4311	256	2	combining	combine	VERB
cana-4311	256	3	cutting	cutting	NOUN
cana-4311	256	4	-	-	PUNCT
cana-4311	256	5	edge	edge	NOUN
cana-4311	256	6	deep	deep	ADJ
cana-4311	256	7	learning	learning	NOUN
cana-4311	256	8	methods	method	NOUN
cana-4311	256	9	,	,	PUNCT
cana-4311	256	10	particularly	particularly	ADV
cana-4311	256	11	bayesian	bayesian	ADJ
cana-4311	256	12	neural	neural	ADJ
cana-4311	256	13	networks	network	NOUN
cana-4311	256	14	(	(	PUNCT
cana-4311	256	15	bnn	bnn	PROPN
cana-4311	256	16	)	)	PUNCT
cana-4311	256	17	,	,	PUNCT
cana-4311	256	18	with	with	ADP
cana-4311	256	19	the	the	DET
cana-4311	256	20	flexible	flexible	ADJ
cana-4311	256	21	optimization	optimization	NOUN
cana-4311	256	22	features	feature	NOUN
cana-4311	256	23	of	of	ADP
cana-4311	256	24	the	the	DET
cana-4311	256	25	dragonfly	dragonfly	NOUN
cana-4311	256	26	algorithm	algorithm	NOUN
cana-4311	256	27	,	,	PUNCT
cana-4311	256	28	the	the	DET
cana-4311	256	29	framework	framework	NOUN
cana-4311	256	30	showed	show	VERB
cana-4311	256	31	great	great	ADJ
cana-4311	256	32	potential	potential	NOUN
cana-4311	256	33	in	in	ADP
cana-4311	256	34	delivering	deliver	VERB
cana-4311	256	35	intelligence	intelligence	NOUN
cana-4311	256	36	,	,	PUNCT
cana-4311	256	37	efficiency	efficiency	NOUN
cana-4311	256	38	,	,	PUNCT
cana-4311	256	39	and	and	CCONJ
cana-4311	256	40	adaptability	adaptability	NOUN
cana-4311	256	41	.	.	PUNCT
cana-4311	257	1	this	this	DET
cana-4311	257	2	innovative	innovative	ADJ
cana-4311	257	3	framework	framework	NOUN
cana-4311	257	4	addresses	address	VERB
cana-4311	257	5	key	key	ADJ
cana-4311	257	6	challenges	challenge	NOUN
cana-4311	257	7	in	in	ADP
cana-4311	257	8	terms	term	NOUN
cana-4311	257	9	of	of	ADP
cana-4311	257	10	energy	energy	NOUN
cana-4311	257	11	consumption	consumption	NOUN
cana-4311	257	12	,	,	PUNCT
cana-4311	257	13	intelligent	intelligent	ADJ
cana-4311	257	14	decision	decision	NOUN
cana-4311	257	15	-	-	PUNCT
cana-4311	257	16	making	making	NOUN
cana-4311	257	17	,	,	PUNCT
cana-4311	257	18	and	and	CCONJ
cana-4311	257	19	optimizations	optimization	NOUN
cana-4311	257	20	.	.	PUNCT
cana-4311	258	1	the	the	DET
cana-4311	258	2	dragonfly	dragonfly	PROPN
cana-4311	258	3	algorithm	algorithm	NOUN
cana-4311	258	4	's	's	PART
cana-4311	258	5	optimization	optimization	NOUN
cana-4311	258	6	allocating	allocate	VERB
cana-4311	258	7	resources	resource	NOUN
cana-4311	258	8	effectively	effectively	ADV
cana-4311	258	9	,	,	PUNCT
cana-4311	258	10	operate	operate	VERB
cana-4311	258	11	devices	device	NOUN
cana-4311	258	12	at	at	ADP
cana-4311	258	13	their	their	PRON
cana-4311	258	14	peak	peak	NOUN
cana-4311	258	15	efficiency	efficiency	NOUN
cana-4311	258	16	levels	level	NOUN
cana-4311	258	17	while	while	SCONJ
cana-4311	258	18	minimizing	minimize	VERB
cana-4311	258	19	unnecessary	unnecessary	ADJ
cana-4311	258	20	energy	energy	NOUN
cana-4311	258	21	consumption	consumption	NOUN
cana-4311	258	22	.	.	PUNCT
cana-4311	259	1	this	this	PRON
cana-4311	259	2	is	be	AUX
cana-4311	259	3	particularly	particularly	ADV
cana-4311	259	4	valuable	valuable	ADJ
cana-4311	259	5	in	in	ADP
cana-4311	259	6	eiot	eiot	NOUN
cana-4311	259	7	scenarios	scenario	NOUN
cana-4311	259	8	where	where	SCONJ
cana-4311	259	9	environmental	environmental	ADJ
cana-4311	259	10	conditions	condition	NOUN
cana-4311	259	11	and	and	CCONJ
cana-4311	259	12	operational	operational	ADJ
cana-4311	259	13	requirements	requirement	NOUN
cana-4311	259	14	may	may	AUX
cana-4311	259	15	vary	vary	VERB
cana-4311	259	16	.	.	PUNCT
cana-4311	260	1	the	the	DET
cana-4311	260	2	focus	focus	NOUN
cana-4311	260	3	on	on	ADP
cana-4311	260	4	energy	energy	NOUN
cana-4311	260	5	efficiency	efficiency	NOUN
cana-4311	260	6	aligns	align	VERB
cana-4311	260	7	with	with	ADP
cana-4311	260	8	broader	broad	ADJ
cana-4311	260	9	sustainability	sustainability	NOUN
cana-4311	260	10	goals	goal	NOUN
cana-4311	260	11	,	,	PUNCT
cana-4311	260	12	contributing	contribute	VERB
cana-4311	260	13	to	to	PART
cana-4311	260	14	reduced	reduce	VERB
cana-4311	260	15	energy	energy	NOUN
cana-4311	260	16	consumption	consumption	NOUN
cana-4311	260	17	.	.	PUNCT
cana-4311	261	1	the	the	DET
cana-4311	261	2	combination	combination	NOUN
cana-4311	261	3	of	of	ADP
cana-4311	261	4	bayesian	bayesian	NOUN
cana-4311	261	5	neural	neural	ADJ
cana-4311	261	6	networks	network	NOUN
cana-4311	261	7	and	and	CCONJ
cana-4311	261	8	the	the	DET
cana-4311	261	9	dragonfly	dragonfly	NOUN
cana-4311	261	10	algorithm	algorithm	NOUN
cana-4311	261	11	provides	provide	VERB
cana-4311	261	12	a	a	DET
cana-4311	261	13	foundation	foundation	NOUN
cana-4311	261	14	for	for	ADP
cana-4311	261	15	real	real	ADJ
cana-4311	261	16	-	-	PUNCT
cana-4311	261	17	time	time	NOUN
cana-4311	261	18	decision	decision	NOUN
cana-4311	261	19	support	support	NOUN
cana-4311	261	20	in	in	ADP
cana-4311	261	21	eiot	eiot	NOUN
cana-4311	261	22	applications	application	NOUN
cana-4311	261	23	reference	reference	NOUN
cana-4311	261	24	[	[	X
cana-4311	261	25	1	1	NUM
cana-4311	261	26	]	]	X
cana-4311	261	27	khalil	khalil	PROPN
cana-4311	261	28	,	,	PUNCT
cana-4311	261	29	r.	r.	PROPN
cana-4311	261	30	a.	a.	PROPN
cana-4311	261	31	,	,	PUNCT
cana-4311	261	32	saeed	saeed	PROPN
cana-4311	261	33	,	,	PUNCT
cana-4311	261	34	n.	n.	PROPN
cana-4311	261	35	,	,	PUNCT
cana-4311	261	36	masood	masood	PROPN
cana-4311	261	37	,	,	PUNCT
cana-4311	261	38	m.	m.	NOUN
cana-4311	261	39	,	,	PUNCT
cana-4311	261	40	fard	fard	NOUN
cana-4311	261	41	,	,	PUNCT
cana-4311	261	42	y.	y.	PROPN
cana-4311	261	43	m.	m.	NOUN
cana-4311	261	44	,	,	PUNCT
cana-4311	261	45	alouini	alouini	NOUN
cana-4311	261	46	,	,	PUNCT
cana-4311	261	47	m.	m.	NOUN
cana-4311	261	48	s.	s.	PROPN
cana-4311	261	49	,	,	PUNCT
cana-4311	261	50	&	&	CCONJ
cana-4311	261	51	al	al	PROPN
cana-4311	261	52	-	-	PUNCT
cana-4311	261	53	naffouri	naffouri	PROPN
cana-4311	261	54	,	,	PUNCT
cana-4311	261	55	t.	t.	PROPN
cana-4311	261	56	y.	y.	PROPN
cana-4311	261	57	(	(	PUNCT
cana-4311	261	58	2021	2021	NUM
cana-4311	261	59	)	)	PUNCT
cana-4311	261	60	.	.	PUNCT
cana-4311	262	1	deep	deep	ADJ
cana-4311	262	2	learning	learning	NOUN
cana-4311	262	3	in	in	ADP
cana-4311	262	4	the	the	DET
cana-4311	262	5	industrial	industrial	ADJ
cana-4311	262	6	internet	internet	NOUN
cana-4311	262	7	of	of	ADP
cana-4311	262	8	things	thing	NOUN
cana-4311	262	9	:	:	PUNCT
cana-4311	262	10	potentials	potential	NOUN
cana-4311	262	11	,	,	PUNCT
cana-4311	262	12	challenges	challenge	NOUN
cana-4311	262	13	,	,	PUNCT
cana-4311	262	14	and	and	CCONJ
cana-4311	262	15	emerging	emerge	VERB
cana-4311	262	16	applications	application	NOUN
cana-4311	262	17	.	.	PUNCT
cana-4311	263	1	ieee	ieee	PROPN
cana-4311	263	2	internet	internet	NOUN
cana-4311	263	3	of	of	ADP
cana-4311	263	4	things	thing	NOUN
cana-4311	263	5	journal	journal	NOUN
cana-4311	263	6	,	,	PUNCT
cana-4311	263	7	8(14	8(14	NUM
cana-4311	263	8	)	)	PUNCT
cana-4311	263	9	,	,	PUNCT
cana-4311	263	10	11016	11016	NUM
cana-4311	263	11	-	-	SYM
cana-4311	263	12	11040	11040	NUM
cana-4311	263	13	.	.	PUNCT
cana-4311	264	1	[	[	X
cana-4311	264	2	2	2	NUM
cana-4311	264	3	]	]	SYM
cana-4311	264	4	wu	wu	PROPN
cana-4311	264	5	,	,	PUNCT
cana-4311	264	6	y.	y.	PROPN
cana-4311	264	7	,	,	PUNCT
cana-4311	264	8	wu	wu	PROPN
cana-4311	264	9	,	,	PUNCT
cana-4311	264	10	y.	y.	PROPN
cana-4311	264	11	,	,	PUNCT
cana-4311	264	12	guerrero	guerrero	PROPN
cana-4311	264	13	,	,	PUNCT
cana-4311	264	14	j.	j.	PROPN
cana-4311	264	15	m.	m.	PROPN
cana-4311	264	16	,	,	PUNCT
cana-4311	264	17	&	&	CCONJ
cana-4311	264	18	vasquez	vasquez	PROPN
cana-4311	264	19	,	,	PUNCT
cana-4311	264	20	j.	j.	PROPN
cana-4311	264	21	c.	c.	PROPN
cana-4311	264	22	(	(	PUNCT
cana-4311	264	23	2021	2021	NUM
cana-4311	264	24	)	)	PUNCT
cana-4311	264	25	.	.	PUNCT
cana-4311	265	1	a	a	DET
cana-4311	265	2	comprehensive	comprehensive	ADJ
cana-4311	265	3	overview	overview	NOUN
cana-4311	265	4	of	of	ADP
cana-4311	265	5	framework	framework	NOUN
cana-4311	265	6	for	for	ADP
cana-4311	265	7	developing	develop	VERB
cana-4311	265	8	sustainable	sustainable	ADJ
cana-4311	265	9	energy	energy	NOUN
cana-4311	265	10	internet	internet	NOUN
cana-4311	265	11	:	:	PUNCT
cana-4311	265	12	from	from	ADP
cana-4311	265	13	things	thing	NOUN
cana-4311	265	14	-	-	PUNCT
cana-4311	265	15	based	base	VERB
cana-4311	265	16	energy	energy	NOUN
cana-4311	265	17	network	network	NOUN
cana-4311	265	18	to	to	ADP
cana-4311	265	19	services	service	NOUN
cana-4311	265	20	-	-	PUNCT
cana-4311	265	21	based	base	VERB
cana-4311	265	22	management	management	NOUN
cana-4311	265	23	system	system	NOUN
cana-4311	265	24	.	.	PUNCT
cana-4311	266	1	renewable	renewable	ADJ
cana-4311	266	2	and	and	CCONJ
cana-4311	266	3	sustainable	sustainable	ADJ
cana-4311	266	4	energy	energy	NOUN
cana-4311	266	5	reviews	review	NOUN
cana-4311	266	6	,	,	PUNCT
cana-4311	266	7	150	150	NUM
cana-4311	266	8	,	,	PUNCT
cana-4311	266	9	111409	111409	NUM
cana-4311	266	10	.	.	PUNCT
cana-4311	267	1	[	[	X
cana-4311	267	2	3	3	NUM
cana-4311	267	3	]	]	SYM
cana-4311	267	4	yang	yang	PROPN
cana-4311	267	5	,	,	PUNCT
cana-4311	267	6	l.	l.	PROPN
cana-4311	267	7	,	,	PUNCT
cana-4311	267	8	li	li	PROPN
cana-4311	267	9	,	,	PUNCT
cana-4311	267	10	m.	m.	NOUN
cana-4311	267	11	,	,	PUNCT
cana-4311	267	12	si	si	INTJ
cana-4311	267	13	,	,	PUNCT
cana-4311	267	14	p.	p.	PROPN
cana-4311	267	15	,	,	PUNCT
cana-4311	267	16	yang	yang	PROPN
cana-4311	267	17	,	,	PUNCT
cana-4311	267	18	r.	r.	PROPN
cana-4311	267	19	,	,	PUNCT
cana-4311	267	20	sun	sun	PROPN
cana-4311	267	21	,	,	PUNCT
cana-4311	267	22	e.	e.	PROPN
cana-4311	267	23	,	,	PUNCT
cana-4311	267	24	&	&	CCONJ
cana-4311	267	25	zhang	zhang	PROPN
cana-4311	267	26	,	,	PUNCT
cana-4311	267	27	y.	y.	PROPN
cana-4311	267	28	(	(	PUNCT
cana-4311	267	29	2020	2020	NUM
cana-4311	267	30	)	)	PUNCT
cana-4311	267	31	.	.	PUNCT
cana-4311	268	1	energy	energy	NOUN
cana-4311	268	2	-	-	PUNCT
cana-4311	268	3	efficient	efficient	ADJ
cana-4311	268	4	resource	resource	NOUN
cana-4311	268	5	allocation	allocation	NOUN
cana-4311	268	6	for	for	ADP
cana-4311	268	7	blockchain	blockchain	PROPN
cana-4311	268	8	-	-	PUNCT
cana-4311	268	9	enabled	enable	VERB
cana-4311	268	10	industrial	industrial	ADJ
cana-4311	268	11	internet	internet	NOUN
cana-4311	268	12	of	of	ADP
cana-4311	268	13	things	thing	NOUN
cana-4311	268	14	with	with	ADP
cana-4311	268	15	deep	deep	ADJ
cana-4311	268	16	reinforcement	reinforcement	NOUN
cana-4311	268	17	learning	learning	NOUN
cana-4311	268	18	.	.	PUNCT
cana-4311	269	1	ieee	ieee	PROPN
cana-4311	269	2	internet	internet	NOUN
cana-4311	269	3	of	of	ADP
cana-4311	269	4	things	thing	NOUN
cana-4311	269	5	journal	journal	NOUN
cana-4311	269	6	,	,	PUNCT
cana-4311	269	7	8(4	8(4	NUM
cana-4311	269	8	)	)	PUNCT
cana-4311	269	9	,	,	PUNCT
cana-4311	269	10	2318	2318	NUM
cana-4311	269	11	-	-	SYM
cana-4311	269	12	2329	2329	NUM
cana-4311	269	13	.	.	PUNCT
cana-4311	270	1	[	[	X
cana-4311	270	2	4	4	NUM
cana-4311	270	3	]	]	X
cana-4311	270	4	sultan	sultan	PROPN
cana-4311	270	5	,	,	PUNCT
cana-4311	270	6	salman	salman	PROPN
cana-4311	270	7	md	md	PROPN
cana-4311	270	8	,	,	PUNCT
cana-4311	270	9	muhammad	muhammad	PROPN
cana-4311	270	10	waleed	waleed	PROPN
cana-4311	270	11	,	,	PUNCT
cana-4311	270	12	jae	jae	PROPN
cana-4311	270	13	-	-	PUNCT
cana-4311	270	14	young	young	ADJ
cana-4311	270	15	pyun	pyun	NOUN
cana-4311	270	16	,	,	PUNCT
cana-4311	270	17	and	and	CCONJ
cana-4311	270	18	tai	tai	NOUN
cana-4311	270	19	-	-	PUNCT
cana-4311	270	20	won	won	NOUN
cana-4311	270	21	um	um	INTJ
cana-4311	270	22	.	.	PUNCT
cana-4311	271	1	"	"	PUNCT
cana-4311	271	2	energy	energy	NOUN
cana-4311	271	3	conservation	conservation	NOUN
cana-4311	271	4	for	for	ADP
cana-4311	271	5	internet	internet	NOUN
cana-4311	271	6	of	of	ADP
cana-4311	271	7	things	thing	NOUN
cana-4311	271	8	tracking	track	VERB
cana-4311	271	9	applications	application	NOUN
cana-4311	271	10	using	use	VERB
cana-4311	271	11	deep	deep	ADJ
cana-4311	271	12	reinforcement	reinforcement	NOUN
cana-4311	271	13	learning	learning	NOUN
cana-4311	271	14	.	.	PUNCT
cana-4311	271	15	"	"	PUNCT
cana-4311	272	1	sensors	sensor	NOUN
cana-4311	272	2	21	21	NUM
cana-4311	272	3	,	,	PUNCT
cana-4311	272	4	no	no	INTJ
cana-4311	272	5	.	.	NOUN
cana-4311	272	6	9	9	NUM
cana-4311	272	7	(	(	PUNCT
cana-4311	272	8	2021	2021	NUM
cana-4311	272	9	):	):	PUNCT
cana-4311	272	10	3261	3261	NUM
cana-4311	272	11	.	.	PUNCT
cana-4311	273	1	[	[	X
cana-4311	273	2	5	5	NUM
cana-4311	273	3	]	]	X
cana-4311	273	4	al	al	PROPN
cana-4311	273	5	-	-	PUNCT
cana-4311	273	6	turjman	turjman	NOUN
cana-4311	273	7	,	,	PUNCT
cana-4311	273	8	fadi	fadi	NOUN
cana-4311	273	9	,	,	PUNCT
cana-4311	273	10	and	and	CCONJ
cana-4311	273	11	bakkiam	bakkiam	VERB
cana-4311	273	12	david	david	PROPN
cana-4311	273	13	deebak	deebak	PROPN
cana-4311	273	14	.	.	PUNCT
cana-4311	274	1	"	"	PUNCT
cana-4311	274	2	privacy	privacy	NOUN
cana-4311	274	3	-	-	PUNCT
cana-4311	274	4	aware	aware	ADJ
cana-4311	274	5	energy	energy	NOUN
cana-4311	274	6	-	-	PUNCT
cana-4311	274	7	efficient	efficient	ADJ
cana-4311	274	8	framework	framework	NOUN
cana-4311	274	9	using	use	VERB
cana-4311	274	10	the	the	DET
cana-4311	274	11	internet	internet	NOUN
cana-4311	274	12	of	of	ADP
cana-4311	274	13	medical	medical	ADJ
cana-4311	274	14	things	thing	NOUN
cana-4311	274	15	for	for	ADP
cana-4311	274	16	covid-19	covid-19	PROPN
cana-4311	274	17	.	.	PUNCT
cana-4311	274	18	"	"	PUNCT
cana-4311	275	1	ieee	ieee	NOUN
cana-4311	275	2	internet	internet	NOUN
cana-4311	275	3	of	of	ADP
cana-4311	275	4	things	thing	NOUN
cana-4311	275	5	magazine	magazine	NOUN
cana-4311	275	6	3	3	NUM
cana-4311	275	7	,	,	PUNCT
cana-4311	275	8	no	no	INTJ
cana-4311	275	9	.	.	NOUN
cana-4311	275	10	3	3	NUM
cana-4311	275	11	(	(	PUNCT
cana-4311	275	12	2020	2020	NUM
cana-4311	275	13	):	):	PUNCT
cana-4311	275	14	64	64	NUM
cana-4311	275	15	-	-	SYM
cana-4311	275	16	68	68	NUM
cana-4311	275	17	.	.	PUNCT
cana-4311	276	1	[	[	X
cana-4311	276	2	6	6	NUM
cana-4311	276	3	]	]	X
cana-4311	276	4	zhu	zhu	PROPN
cana-4311	276	5	,	,	PUNCT
cana-4311	276	6	sha	sha	PROPN
cana-4311	276	7	,	,	PUNCT
cana-4311	276	8	kaoru	kaoru	PROPN
cana-4311	276	9	ota	ota	PROPN
cana-4311	276	10	,	,	PUNCT
cana-4311	276	11	and	and	CCONJ
cana-4311	276	12	mianxiong	mianxiong	PROPN
cana-4311	276	13	dong	dong	PROPN
cana-4311	276	14	.	.	PUNCT
cana-4311	277	1	"	"	PUNCT
cana-4311	277	2	energy	energy	NOUN
cana-4311	277	3	-	-	PUNCT
cana-4311	277	4	efficient	efficient	ADJ
cana-4311	277	5	artificial	artificial	ADJ
cana-4311	277	6	intelligence	intelligence	NOUN
cana-4311	277	7	of	of	ADP
cana-4311	277	8	things	thing	NOUN
cana-4311	277	9	with	with	ADP
cana-4311	277	10	intelligent	intelligent	ADJ
cana-4311	277	11	edge	edge	NOUN
cana-4311	277	12	.	.	PUNCT
cana-4311	277	13	"	"	PUNCT
cana-4311	278	1	ieee	ieee	NOUN
cana-4311	278	2	internet	internet	NOUN
cana-4311	278	3	of	of	ADP
cana-4311	278	4	things	thing	NOUN
cana-4311	278	5	journal	journal	NOUN
cana-4311	278	6	9	9	NUM
cana-4311	278	7	,	,	PUNCT
cana-4311	278	8	no	no	INTJ
cana-4311	278	9	.	.	NOUN
cana-4311	278	10	10	10	NUM
cana-4311	278	11	(	(	PUNCT
cana-4311	278	12	2022	2022	NUM
cana-4311	278	13	):	):	PUNCT
cana-4311	278	14	7525	7525	NUM
cana-4311	278	15	-	-	SYM
cana-4311	278	16	7532	7532	NUM
cana-4311	278	17	.	.	PUNCT
cana-4311	279	1	[	[	X
cana-4311	279	2	7	7	NUM
cana-4311	279	3	]	]	X
cana-4311	279	4	huang	huang	PROPN
cana-4311	279	5	,	,	PUNCT
cana-4311	279	6	q.	q.	PROPN
cana-4311	279	7	,	,	PUNCT
cana-4311	279	8	rodriguez	rodriguez	PROPN
cana-4311	279	9	,	,	PUNCT
cana-4311	279	10	k.	k.	PROPN
cana-4311	279	11	,	,	PUNCT
cana-4311	279	12	whetstone	whetstone	NOUN
cana-4311	279	13	,	,	PUNCT
cana-4311	279	14	n.	n.	NOUN
cana-4311	279	15	,	,	PUNCT
cana-4311	279	16	&	&	CCONJ
cana-4311	279	17	habel	habel	PROPN
cana-4311	279	18	,	,	PUNCT
cana-4311	279	19	s.	s.	PROPN
cana-4311	279	20	(	(	PUNCT
cana-4311	279	21	2019	2019	NUM
cana-4311	279	22	)	)	PUNCT
cana-4311	279	23	.	.	PUNCT
cana-4311	280	1	rapid	rapid	ADJ
cana-4311	280	2	internet	internet	NOUN
cana-4311	280	3	of	of	ADP
cana-4311	280	4	things	thing	NOUN
cana-4311	280	5	(	(	PUNCT
cana-4311	280	6	iot	iot	NOUN
cana-4311	280	7	)	)	PUNCT
cana-4311	280	8	prototype	prototype	NOUN
cana-4311	280	9	for	for	ADP
cana-4311	280	10	accurate	accurate	ADJ
cana-4311	280	11	people	people	NOUN
cana-4311	280	12	counting	count	VERB
cana-4311	280	13	towards	towards	ADP
cana-4311	280	14	energy	energy	NOUN
cana-4311	280	15	efficient	efficient	ADJ
cana-4311	280	16	buildings	building	NOUN
cana-4311	280	17	.	.	PUNCT
cana-4311	281	1	journal	journal	NOUN
cana-4311	281	2	of	of	ADP
cana-4311	281	3	information	information	NOUN
cana-4311	281	4	technology	technology	NOUN
cana-4311	281	5	in	in	ADP
cana-4311	281	6	construction	construction	NOUN
cana-4311	281	7	,	,	PUNCT
cana-4311	281	8	24	24	NUM
cana-4311	281	9	.	.	PUNCT
cana-4311	282	1	communications	communication	NOUN
cana-4311	282	2	on	on	ADP
cana-4311	282	3	applied	apply	VERB
cana-4311	282	4	nonlinear	nonlinear	ADJ
cana-4311	282	5	analysis	analysis	NOUN
cana-4311	282	6	issn	issn	NOUN
cana-4311	282	7	:	:	PUNCT
cana-4311	282	8	1074	1074	NUM
cana-4311	282	9	-	-	PUNCT
cana-4311	282	10	133x	133x	NUM
cana-4311	282	11	vol	vol	NOUN
cana-4311	282	12	32	32	NUM
cana-4311	282	13	no	no	NOUN
cana-4311	282	14	.	.	PUNCT
cana-4311	283	1	9s	9s	NUM
cana-4311	283	2	(	(	PUNCT
cana-4311	283	3	2025	2025	NUM
cana-4311	283	4	)	)	PUNCT
cana-4311	283	5	1798	1798	NUM
cana-4311	283	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4311	284	1	[	[	X
cana-4311	284	2	8	8	NUM
cana-4311	284	3	]	]	X
cana-4311	284	4	mukherjee	mukherjee	NOUN
cana-4311	284	5	,	,	PUNCT
cana-4311	284	6	a.	a.	PROPN
cana-4311	284	7	,	,	PUNCT
cana-4311	284	8	goswami	goswami	PROPN
cana-4311	284	9	,	,	PUNCT
cana-4311	284	10	p.	p.	PROPN
cana-4311	284	11	,	,	PUNCT
cana-4311	284	12	khan	khan	PROPN
cana-4311	284	13	,	,	PUNCT
cana-4311	284	14	m.	m.	NOUN
cana-4311	284	15	a.	a.	PROPN
cana-4311	284	16	,	,	PUNCT
cana-4311	284	17	manman	manman	PROPN
cana-4311	284	18	,	,	PUNCT
cana-4311	284	19	l.	l.	PROPN
cana-4311	284	20	,	,	PUNCT
cana-4311	284	21	yang	yang	PROPN
cana-4311	284	22	,	,	PUNCT
cana-4311	284	23	l.	l.	PROPN
cana-4311	284	24	,	,	PUNCT
cana-4311	284	25	&	&	CCONJ
cana-4311	284	26	pillai	pillai	PROPN
cana-4311	284	27	,	,	PUNCT
cana-4311	284	28	p.	p.	NOUN
cana-4311	284	29	(	(	PUNCT
cana-4311	284	30	2020	2020	NUM
cana-4311	284	31	)	)	PUNCT
cana-4311	284	32	.	.	PUNCT
cana-4311	285	1	energy	energy	NOUN
cana-4311	285	2	-	-	PUNCT
cana-4311	285	3	efficient	efficient	ADJ
cana-4311	285	4	resource	resource	NOUN
cana-4311	285	5	allocation	allocation	NOUN
cana-4311	285	6	strategy	strategy	NOUN
cana-4311	285	7	in	in	ADP
cana-4311	285	8	massive	massive	ADJ
cana-4311	285	9	iot	iot	NOUN
cana-4311	285	10	for	for	ADP
cana-4311	285	11	industrial	industrial	ADJ
cana-4311	285	12	6	6	NUM
cana-4311	285	13	g	g	NOUN
cana-4311	285	14	applications	application	NOUN
cana-4311	285	15	.	.	PUNCT
cana-4311	286	1	ieee	ieee	PROPN
cana-4311	286	2	internet	internet	NOUN
cana-4311	286	3	of	of	ADP
cana-4311	286	4	things	thing	NOUN
cana-4311	286	5	journal	journal	NOUN
cana-4311	286	6	,	,	PUNCT
cana-4311	286	7	8(7	8(7	NUM
cana-4311	286	8	)	)	PUNCT
cana-4311	286	9	,	,	PUNCT
cana-4311	286	10	5194	5194	NUM
cana-4311	286	11	-	-	SYM
cana-4311	286	12	5201	5201	NUM
cana-4311	286	13	.	.	PUNCT
cana-4311	287	1	[	[	X
cana-4311	287	2	9	9	NUM
cana-4311	287	3	]	]	SYM
cana-4311	287	4	kumar	kumar	PROPN
cana-4311	287	5	,	,	PUNCT
cana-4311	287	6	mohit	mohit	PROPN
cana-4311	287	7	,	,	PUNCT
cana-4311	287	8	xingzhou	xingzhou	PROPN
cana-4311	287	9	zhang	zhang	PROPN
cana-4311	287	10	,	,	PUNCT
cana-4311	287	11	liangkai	liangkai	PROPN
cana-4311	287	12	liu	liu	PROPN
cana-4311	287	13	,	,	PUNCT
cana-4311	287	14	yifan	yifan	PROPN
cana-4311	287	15	wang	wang	PROPN
cana-4311	287	16	,	,	PUNCT
cana-4311	287	17	and	and	CCONJ
cana-4311	287	18	weisong	weisong	PROPN
cana-4311	287	19	shi	shi	PROPN
cana-4311	287	20	.	.	PUNCT
cana-4311	288	1	"	"	PUNCT
cana-4311	288	2	energyefficient	energyefficient	NOUN
cana-4311	288	3	machine	machine	NOUN
cana-4311	288	4	learning	learn	VERB
cana-4311	288	5	on	on	ADP
cana-4311	288	6	the	the	DET
cana-4311	288	7	edges	edge	NOUN
cana-4311	288	8	.	.	PUNCT
cana-4311	288	9	"	"	PUNCT
cana-4311	289	1	in	in	ADP
cana-4311	289	2	2020	2020	NUM
cana-4311	289	3	ieee	ieee	NOUN
cana-4311	289	4	international	international	ADJ
cana-4311	289	5	parallel	parallel	ADJ
cana-4311	289	6	and	and	CCONJ
cana-4311	289	7	distributed	distributed	ADJ
cana-4311	289	8	processing	processing	NOUN
cana-4311	289	9	symposium	symposium	NOUN
cana-4311	289	10	workshops	workshop	NOUN
cana-4311	289	11	(	(	PUNCT
cana-4311	289	12	ipdpsw	ipdpsw	NOUN
cana-4311	289	13	)	)	PUNCT
cana-4311	289	14	,	,	PUNCT
cana-4311	289	15	pp	pp	ADP
cana-4311	289	16	.	.	PUNCT
cana-4311	290	1	912	912	NUM
cana-4311	290	2	-	-	SYM
cana-4311	290	3	921	921	NUM
cana-4311	290	4	.	.	PUNCT
cana-4311	290	5	ieee	ieee	PROPN
cana-4311	290	6	,	,	PUNCT
cana-4311	290	7	2020	2020	NUM
cana-4311	290	8	.	.	PUNCT
cana-4311	291	1	[	[	X
cana-4311	291	2	10	10	NUM
cana-4311	291	3	]	]	X
cana-4311	291	4	ejaz	ejaz	PROPN
cana-4311	291	5	,	,	PUNCT
cana-4311	291	6	waleed	waleed	PROPN
cana-4311	291	7	,	,	PUNCT
cana-4311	291	8	muhammad	muhammad	PROPN
cana-4311	291	9	naeem	naeem	PROPN
cana-4311	291	10	,	,	PUNCT
cana-4311	291	11	adnan	adnan	PROPN
cana-4311	291	12	shahid	shahid	PROPN
cana-4311	291	13	,	,	PUNCT
cana-4311	291	14	alagan	alagan	PROPN
cana-4311	291	15	anpalagan	anpalagan	VERB
cana-4311	291	16	,	,	PUNCT
cana-4311	291	17	and	and	CCONJ
cana-4311	291	18	minho	minho	PROPN
cana-4311	291	19	jo	jo	PROPN
cana-4311	291	20	.	.	PUNCT
cana-4311	292	1	"	"	PUNCT
cana-4311	292	2	efficient	efficient	ADJ
cana-4311	292	3	energy	energy	NOUN
cana-4311	292	4	management	management	NOUN
cana-4311	292	5	for	for	ADP
cana-4311	292	6	the	the	DET
cana-4311	292	7	internet	internet	NOUN
cana-4311	292	8	of	of	ADP
cana-4311	292	9	things	thing	NOUN
cana-4311	292	10	in	in	ADP
cana-4311	292	11	smart	smart	ADJ
cana-4311	292	12	cities	city	NOUN
cana-4311	292	13	.	.	PUNCT
cana-4311	292	14	"	"	PUNCT
cana-4311	293	1	ieee	ieee	NOUN
cana-4311	293	2	communications	communication	NOUN
cana-4311	293	3	magazine	magazine	NOUN
cana-4311	293	4	55	55	NUM
cana-4311	293	5	,	,	PUNCT
cana-4311	293	6	no	no	INTJ
cana-4311	293	7	.	.	NOUN
cana-4311	293	8	1	1	NUM
cana-4311	293	9	(	(	PUNCT
cana-4311	293	10	2017	2017	NUM
cana-4311	293	11	):	):	PUNCT
cana-4311	293	12	84	84	NUM
cana-4311	293	13	-	-	SYM
cana-4311	293	14	91	91	NUM
cana-4311	293	15	.	.	PUNCT
cana-4311	294	1	[	[	X
cana-4311	294	2	11	11	NUM
cana-4311	294	3	]	]	SYM
cana-4311	294	4	mao	mao	PROPN
cana-4311	294	5	,	,	PUNCT
cana-4311	294	6	w.	w.	PROPN
cana-4311	294	7	,	,	PUNCT
cana-4311	294	8	zhao	zhao	PROPN
cana-4311	294	9	,	,	PUNCT
cana-4311	294	10	z.	z.	PROPN
cana-4311	294	11	,	,	PUNCT
cana-4311	294	12	chang	chang	PROPN
cana-4311	294	13	,	,	PUNCT
cana-4311	294	14	z.	z.	PROPN
cana-4311	294	15	,	,	PUNCT
cana-4311	294	16	min	min	PROPN
cana-4311	294	17	,	,	PUNCT
cana-4311	294	18	g.	g.	PROPN
cana-4311	294	19	,	,	PUNCT
cana-4311	294	20	&	&	CCONJ
cana-4311	294	21	gao	gao	PROPN
cana-4311	294	22	,	,	PUNCT
cana-4311	294	23	w.	w.	PROPN
cana-4311	294	24	(	(	PUNCT
cana-4311	294	25	2021	2021	NUM
cana-4311	294	26	)	)	PUNCT
cana-4311	294	27	.	.	PUNCT
cana-4311	295	1	energy	energy	NOUN
cana-4311	295	2	-	-	PUNCT
cana-4311	295	3	efficient	efficient	ADJ
cana-4311	295	4	industrial	industrial	ADJ
cana-4311	295	5	internet	internet	NOUN
cana-4311	295	6	of	of	ADP
cana-4311	295	7	things	thing	NOUN
cana-4311	295	8	:	:	PUNCT
cana-4311	295	9	overview	overview	NOUN
cana-4311	295	10	and	and	CCONJ
cana-4311	295	11	open	open	ADJ
cana-4311	295	12	issues	issue	NOUN
cana-4311	295	13	.	.	PUNCT
cana-4311	296	1	ieee	ieee	NOUN
cana-4311	296	2	transactions	transaction	NOUN
cana-4311	296	3	on	on	ADP
cana-4311	296	4	industrial	industrial	ADJ
cana-4311	296	5	informatics	informatic	NOUN
cana-4311	296	6	,	,	PUNCT
cana-4311	296	7	17(11	17(11	NUM
cana-4311	296	8	)	)	PUNCT
cana-4311	296	9	,	,	PUNCT
cana-4311	296	10	7225	7225	NUM
cana-4311	296	11	-	-	SYM
cana-4311	296	12	7237	7237	NUM
cana-4311	296	13	.	.	PUNCT
cana-4311	297	1	[	[	X
cana-4311	297	2	12	12	NUM
cana-4311	297	3	]	]	PUNCT
cana-4311	297	4	popli	popli	NOUN
cana-4311	297	5	,	,	PUNCT
cana-4311	297	6	sakshi	sakshi	PROPN
cana-4311	297	7	,	,	PUNCT
cana-4311	297	8	rakesh	rakesh	PROPN
cana-4311	297	9	kumar	kumar	PROPN
cana-4311	297	10	jha	jha	PROPN
cana-4311	297	11	,	,	PUNCT
cana-4311	297	12	and	and	CCONJ
cana-4311	297	13	sanjeev	sanjeev	PROPN
cana-4311	297	14	jain	jain	PROPN
cana-4311	297	15	.	.	PUNCT
cana-4311	298	1	"	"	PUNCT
cana-4311	298	2	a	a	DET
cana-4311	298	3	survey	survey	NOUN
cana-4311	298	4	on	on	ADP
cana-4311	298	5	energy	energy	NOUN
cana-4311	298	6	efficient	efficient	ADJ
cana-4311	298	7	narrowband	narrowband	NOUN
cana-4311	298	8	internet	internet	NOUN
cana-4311	298	9	of	of	ADP
cana-4311	298	10	things	thing	NOUN
cana-4311	298	11	(	(	PUNCT
cana-4311	298	12	nbiot	nbiot	NOUN
cana-4311	298	13	):	):	PUNCT
cana-4311	298	14	architecture	architecture	NOUN
cana-4311	298	15	,	,	PUNCT
cana-4311	298	16	application	application	NOUN
cana-4311	298	17	and	and	CCONJ
cana-4311	298	18	challenges	challenge	NOUN
cana-4311	298	19	.	.	PUNCT
cana-4311	298	20	"	"	PUNCT
cana-4311	298	21	ieee	ieee	NOUN
cana-4311	298	22	access	access	NOUN
cana-4311	298	23	7	7	NUM
cana-4311	298	24	(	(	PUNCT
cana-4311	298	25	2018	2018	NUM
cana-4311	298	26	):	):	PUNCT
cana-4311	298	27	16739	16739	NUM
cana-4311	298	28	-	-	SYM
cana-4311	298	29	16776	16776	NUM
cana-4311	298	30	.	.	PUNCT
cana-4311	299	1	[	[	X
cana-4311	299	2	13	13	NUM
cana-4311	299	3	]	]	SYM
cana-4311	299	4	yang	yang	PROPN
cana-4311	299	5	,	,	PUNCT
cana-4311	299	6	kai	kai	PROPN
cana-4311	299	7	,	,	PUNCT
cana-4311	299	8	yuanming	yuanme	VERB
cana-4311	299	9	shi	shi	PROPN
cana-4311	299	10	,	,	PUNCT
cana-4311	299	11	wei	wei	PROPN
cana-4311	299	12	yu	yu	PROPN
cana-4311	299	13	,	,	PUNCT
cana-4311	299	14	and	and	CCONJ
cana-4311	299	15	zhi	zhi	PROPN
cana-4311	299	16	ding	ding	NOUN
cana-4311	299	17	.	.	PUNCT
cana-4311	300	1	"	"	PUNCT
cana-4311	300	2	energy	energy	NOUN
cana-4311	300	3	-	-	PUNCT
cana-4311	300	4	efficient	efficient	ADJ
cana-4311	300	5	processing	processing	NOUN
cana-4311	300	6	and	and	CCONJ
cana-4311	300	7	robust	robust	ADJ
cana-4311	300	8	wireless	wireless	ADJ
cana-4311	300	9	cooperative	cooperative	ADJ
cana-4311	300	10	transmission	transmission	NOUN
cana-4311	300	11	for	for	ADP
cana-4311	300	12	edge	edge	NOUN
cana-4311	300	13	inference	inference	NOUN
cana-4311	300	14	.	.	PUNCT
cana-4311	300	15	"	"	PUNCT
cana-4311	301	1	ieee	ieee	NOUN
cana-4311	301	2	internet	internet	NOUN
cana-4311	301	3	of	of	ADP
cana-4311	301	4	things	thing	NOUN
cana-4311	301	5	journal	journal	PROPN
cana-4311	301	6	7	7	NUM
cana-4311	301	7	,	,	PUNCT
cana-4311	301	8	no	no	INTJ
cana-4311	301	9	.	.	NOUN
cana-4311	301	10	10	10	NUM
cana-4311	301	11	(	(	PUNCT
cana-4311	301	12	2020	2020	NUM
cana-4311	301	13	):	):	PUNCT
cana-4311	301	14	9456	9456	NUM
cana-4311	301	15	-	-	SYM
cana-4311	301	16	9470	9470	NUM
cana-4311	301	17	.	.	PUNCT
cana-4311	302	1	[	[	X
cana-4311	302	2	14	14	NUM
cana-4311	302	3	]	]	X
cana-4311	302	4	liang	liang	PROPN
cana-4311	302	5	,	,	PUNCT
cana-4311	302	6	qilian	qilian	PROPN
cana-4311	302	7	,	,	PUNCT
cana-4311	302	8	tariq	tariq	PROPN
cana-4311	302	9	s.	s.	PROPN
cana-4311	302	10	durrani	durrani	PROPN
cana-4311	302	11	,	,	PUNCT
cana-4311	302	12	xuemai	xuemai	PROPN
cana-4311	302	13	gu	gu	PROPN
cana-4311	302	14	,	,	PUNCT
cana-4311	302	15	jinhwan	jinhwan	PROPN
cana-4311	302	16	koh	koh	PROPN
cana-4311	302	17	,	,	PUNCT
cana-4311	302	18	yonghui	yonghui	PROPN
cana-4311	302	19	li	li	PROPN
cana-4311	302	20	,	,	PUNCT
cana-4311	302	21	and	and	CCONJ
cana-4311	302	22	xin	xin	PROPN
cana-4311	302	23	wang	wang	PROPN
cana-4311	302	24	.	.	PUNCT
cana-4311	303	1	"	"	PUNCT
cana-4311	303	2	guest	guest	NOUN
cana-4311	303	3	editorial	editorial	ADJ
cana-4311	303	4	special	special	ADJ
cana-4311	303	5	issue	issue	NOUN
cana-4311	303	6	on	on	ADP
cana-4311	303	7	spectrum	spectrum	NOUN
cana-4311	303	8	and	and	CCONJ
cana-4311	303	9	energy	energy	NOUN
cana-4311	303	10	efficient	efficient	ADJ
cana-4311	303	11	communications	communication	NOUN
cana-4311	303	12	for	for	ADP
cana-4311	303	13	internet	internet	NOUN
cana-4311	303	14	of	of	ADP
cana-4311	303	15	things	thing	NOUN
cana-4311	303	16	.	.	PUNCT
cana-4311	303	17	"	"	PUNCT
cana-4311	304	1	ieee	ieee	NOUN
cana-4311	304	2	internet	internet	NOUN
cana-4311	304	3	of	of	ADP
cana-4311	304	4	things	thing	NOUN
cana-4311	304	5	journal	journal	PROPN
cana-4311	304	6	6	6	NUM
cana-4311	304	7	,	,	PUNCT
cana-4311	304	8	no	no	INTJ
cana-4311	304	9	.	.	NOUN
cana-4311	304	10	4	4	NUM
cana-4311	304	11	(	(	PUNCT
cana-4311	304	12	2019	2019	NUM
cana-4311	304	13	):	):	PUNCT
cana-4311	304	14	5948	5948	NUM
cana-4311	304	15	-	-	SYM
cana-4311	304	16	5953	5953	NUM
cana-4311	304	17	.	.	PUNCT
cana-4311	305	1	[	[	X
cana-4311	305	2	15	15	NUM
cana-4311	305	3	]	]	X
cana-4311	305	4	chang	chang	PROPN
cana-4311	305	5	,	,	PUNCT
cana-4311	305	6	qianqian	qianqian	PROPN
cana-4311	305	7	,	,	PUNCT
cana-4311	305	8	et	et	PROPN
cana-4311	305	9	al	al	PROPN
cana-4311	305	10	.	.	PUNCT
cana-4311	306	1	"	"	PUNCT
cana-4311	306	2	a	a	DET
cana-4311	306	3	deep	deep	ADJ
cana-4311	306	4	learning	learning	NOUN
cana-4311	306	5	based	base	VERB
cana-4311	306	6	secured	secure	VERB
cana-4311	306	7	energy	energy	NOUN
cana-4311	306	8	management	management	NOUN
cana-4311	306	9	framework	framework	NOUN
cana-4311	306	10	within	within	ADP
cana-4311	306	11	a	a	DET
cana-4311	306	12	smart	smart	ADJ
cana-4311	306	13	island	island	NOUN
cana-4311	306	14	.	.	PUNCT
cana-4311	306	15	"	"	PUNCT
cana-4311	307	1	sustainable	sustainable	ADJ
cana-4311	307	2	cities	city	NOUN
cana-4311	307	3	and	and	CCONJ
cana-4311	307	4	society	society	NOUN
cana-4311	307	5	70	70	NUM
cana-4311	307	6	(	(	PUNCT
cana-4311	307	7	2021	2021	NUM
cana-4311	307	8	):	):	PUNCT
cana-4311	307	9	102938	102938	NUM
cana-4311	307	10	.	.	PUNCT
cana-4311	308	1	[	[	X
cana-4311	308	2	16	16	NUM
cana-4311	308	3	]	]	X
cana-4311	308	4	khalil	khalil	PROPN
cana-4311	308	5	,	,	PUNCT
cana-4311	308	6	r.a	r.a	PROPN
cana-4311	308	7	.	.	PROPN
cana-4311	308	8	,	,	PUNCT
cana-4311	308	9	saeed	saeed	PROPN
cana-4311	308	10	,	,	PUNCT
cana-4311	308	11	n.	n.	PROPN
cana-4311	308	12	,	,	PUNCT
cana-4311	308	13	masood	masood	PROPN
cana-4311	308	14	,	,	PUNCT
cana-4311	308	15	m.	m.	NOUN
cana-4311	308	16	,	,	PUNCT
cana-4311	308	17	fard	fard	NOUN
cana-4311	308	18	,	,	PUNCT
cana-4311	308	19	y.m	y.m	PROPN
cana-4311	308	20	.	.	PROPN
cana-4311	308	21	,	,	PUNCT
cana-4311	308	22	alouini	alouini	PROPN
cana-4311	308	23	,	,	PUNCT
cana-4311	308	24	m.s	m.s	PROPN
cana-4311	308	25	.	.	PROPN
cana-4311	308	26	and	and	CCONJ
cana-4311	308	27	al	al	PROPN
cana-4311	308	28	-	-	PUNCT
cana-4311	308	29	naffouri	naffouri	PROPN
cana-4311	308	30	,	,	PUNCT
cana-4311	308	31	t.y	t.y	PROPN
cana-4311	308	32	.	.	PROPN
cana-4311	308	33	,	,	PUNCT
cana-4311	308	34	2021	2021	NUM
cana-4311	308	35	.	.	PUNCT
cana-4311	309	1	deep	deep	ADJ
cana-4311	309	2	learning	learning	NOUN
cana-4311	309	3	in	in	ADP
cana-4311	309	4	the	the	DET
cana-4311	309	5	industrial	industrial	ADJ
cana-4311	309	6	internet	internet	NOUN
cana-4311	309	7	of	of	ADP
cana-4311	309	8	things	thing	NOUN
cana-4311	309	9	:	:	PUNCT
cana-4311	309	10	potentials	potential	NOUN
cana-4311	309	11	,	,	PUNCT
cana-4311	309	12	challenges	challenge	NOUN
cana-4311	309	13	,	,	PUNCT
cana-4311	309	14	and	and	CCONJ
cana-4311	309	15	emerging	emerge	VERB
cana-4311	309	16	applications	application	NOUN
cana-4311	309	17	.	.	PUNCT
cana-4311	310	1	ieee	ieee	PROPN
cana-4311	310	2	internet	internet	NOUN
cana-4311	310	3	of	of	ADP
cana-4311	310	4	things	thing	NOUN
cana-4311	310	5	journal	journal	NOUN
cana-4311	310	6	,	,	PUNCT
cana-4311	310	7	8(14	8(14	NUM
cana-4311	310	8	)	)	PUNCT
cana-4311	310	9	,	,	PUNCT
cana-4311	310	10	pp.11016	pp.11016	PROPN
cana-4311	310	11	-	-	PUNCT
cana-4311	310	12	11040	11040	NUM
cana-4311	310	13	.	.	PUNCT
cana-4311	311	1	[	[	X
cana-4311	311	2	17	17	NUM
cana-4311	311	3	]	]	X
cana-4311	311	4	han	han	PROPN
cana-4311	311	5	,	,	PUNCT
cana-4311	311	6	t.	t.	PROPN
cana-4311	311	7	,	,	PUNCT
cana-4311	311	8	muhammad	muhammad	PROPN
cana-4311	311	9	,	,	PUNCT
cana-4311	311	10	k.	k.	PROPN
cana-4311	311	11	,	,	PUNCT
cana-4311	311	12	hussain	hussain	PROPN
cana-4311	311	13	,	,	PUNCT
cana-4311	311	14	t.	t.	PROPN
cana-4311	311	15	,	,	PUNCT
cana-4311	311	16	lloret	lloret	PROPN
cana-4311	311	17	,	,	PUNCT
cana-4311	311	18	j.	j.	PROPN
cana-4311	311	19	,	,	PUNCT
cana-4311	311	20	&	&	CCONJ
cana-4311	311	21	baik	baik	PROPN
cana-4311	311	22	,	,	PUNCT
cana-4311	311	23	s.	s.	PROPN
cana-4311	311	24	w.	w.	PROPN
cana-4311	311	25	(	(	PUNCT
cana-4311	311	26	2020	2020	NUM
cana-4311	311	27	)	)	PUNCT
cana-4311	311	28	.	.	PUNCT
cana-4311	312	1	an	an	DET
cana-4311	312	2	efficient	efficient	ADJ
cana-4311	312	3	deep	deep	ADJ
cana-4311	312	4	learning	learning	NOUN
cana-4311	312	5	framework	framework	NOUN
cana-4311	312	6	for	for	ADP
cana-4311	312	7	intelligent	intelligent	ADJ
cana-4311	312	8	energy	energy	NOUN
cana-4311	312	9	management	management	NOUN
cana-4311	312	10	in	in	ADP
cana-4311	312	11	iot	iot	PROPN
cana-4311	312	12	networks	network	NOUN
cana-4311	312	13	.	.	PUNCT
cana-4311	313	1	ieee	ieee	PROPN
cana-4311	313	2	internet	internet	NOUN
cana-4311	313	3	of	of	ADP
cana-4311	313	4	things	thing	NOUN
cana-4311	313	5	journal	journal	NOUN
cana-4311	313	6	,	,	PUNCT
cana-4311	313	7	8(5	8(5	NUM
cana-4311	313	8	)	)	PUNCT
cana-4311	313	9	,	,	PUNCT
cana-4311	313	10	3170	3170	NUM
cana-4311	313	11	-	-	SYM
cana-4311	313	12	3179	3179	NUM
cana-4311	313	13	.	.	PUNCT
cana-4311	314	1	[	[	X
cana-4311	314	2	18	18	NUM
cana-4311	314	3	]	]	X
cana-4311	314	4	wang	wang	PROPN
cana-4311	314	5	,	,	PUNCT
cana-4311	314	6	xiaying	xiaying	PROPN
cana-4311	314	7	,	,	PUNCT
cana-4311	314	8	michele	michele	PROPN
cana-4311	314	9	magno	magno	PROPN
cana-4311	314	10	,	,	PUNCT
cana-4311	314	11	lukas	lukas	PROPN
cana-4311	314	12	cavigelli	cavigelli	PROPN
cana-4311	314	13	,	,	PUNCT
cana-4311	314	14	and	and	CCONJ
cana-4311	314	15	luca	luca	PROPN
cana-4311	314	16	benini	benini	NOUN
cana-4311	314	17	.	.	PUNCT
cana-4311	315	1	"	"	PUNCT
cana-4311	315	2	fann	fann	VERB
cana-4311	315	3	-	-	PUNCT
cana-4311	315	4	on	on	ADP
cana-4311	315	5	-	-	PUNCT
cana-4311	315	6	mcu	mcu	NOUN
cana-4311	315	7	:	:	PUNCT
cana-4311	315	8	an	an	DET
cana-4311	315	9	open	open	ADJ
cana-4311	315	10	-	-	PUNCT
cana-4311	315	11	source	source	NOUN
cana-4311	315	12	toolkit	toolkit	NOUN
cana-4311	315	13	for	for	ADP
cana-4311	315	14	energy	energy	NOUN
cana-4311	315	15	-	-	PUNCT
cana-4311	315	16	efficient	efficient	ADJ
cana-4311	315	17	neural	neural	ADJ
cana-4311	315	18	network	network	NOUN
cana-4311	315	19	inference	inference	NOUN
cana-4311	315	20	at	at	ADP
cana-4311	315	21	the	the	DET
cana-4311	315	22	edge	edge	NOUN
cana-4311	315	23	of	of	ADP
cana-4311	315	24	the	the	DET
cana-4311	315	25	internet	internet	NOUN
cana-4311	315	26	of	of	ADP
cana-4311	315	27	things	thing	NOUN
cana-4311	315	28	.	.	PUNCT
cana-4311	315	29	"	"	PUNCT
cana-4311	316	1	ieee	ieee	NOUN
cana-4311	316	2	internet	internet	NOUN
cana-4311	316	3	of	of	ADP
cana-4311	316	4	things	thing	NOUN
cana-4311	316	5	journal	journal	PROPN
cana-4311	316	6	7	7	NUM
cana-4311	316	7	,	,	PUNCT
cana-4311	316	8	no	no	INTJ
cana-4311	316	9	.	.	NOUN
cana-4311	316	10	5	5	NUM
cana-4311	316	11	(	(	PUNCT
cana-4311	316	12	2020	2020	NUM
cana-4311	316	13	):	):	PUNCT
cana-4311	316	14	4403	4403	NUM
cana-4311	316	15	-	-	SYM
cana-4311	316	16	4417	4417	NUM
cana-4311	316	17	.	.	PUNCT
cana-4311	317	1	[	[	X
cana-4311	317	2	19	19	NUM
cana-4311	317	3	]	]	X
cana-4311	317	4	raj	raj	PROPN
cana-4311	317	5	,	,	PUNCT
cana-4311	317	6	s	s	PROPN
cana-4311	317	7	..	..	PROPN
cana-4311	317	8	,	,	PUNCT
cana-4311	317	9	shankar	shankar	PROPN
cana-4311	317	10	,	,	PUNCT
cana-4311	317	11	g.	g.	PROPN
cana-4311	317	12	,	,	PUNCT
cana-4311	317	13	murugesan	murugesan	PROPN
cana-4311	317	14	,	,	PUNCT
cana-4311	317	15	s.	s.	PROPN
cana-4311	317	16	,	,	PUNCT
cana-4311	317	17	raju	raju	PROPN
cana-4311	317	18	,	,	PUNCT
cana-4311	317	19	m.	m.	NOUN
cana-4311	317	20	n.	n.	PROPN
cana-4311	317	21	.	.	PUNCT
cana-4311	317	22	,	,	PUNCT
cana-4311	317	23	mohan	mohan	PROPN
cana-4311	317	24	,	,	PUNCT
cana-4311	317	25	e.	e.	PROPN
cana-4311	317	26	,	,	PUNCT
cana-4311	317	27	&	&	CCONJ
cana-4311	317	28	rani	rani	PROPN
cana-4311	317	29	,	,	PUNCT
cana-4311	317	30	p.	p.	PROPN
cana-4311	317	31	j.	j.	PROPN
cana-4311	317	32	i.	i.	PROPN
cana-4311	317	33	(	(	PUNCT
cana-4311	317	34	2023	2023	NUM
cana-4311	317	35	)	)	PUNCT
cana-4311	317	36	.	.	PUNCT
cana-4311	318	1	exploratory	exploratory	ADJ
cana-4311	318	2	data	datum	NOUN
cana-4311	318	3	analysis	analysis	NOUN
cana-4311	318	4	on	on	ADP
cana-4311	318	5	blueberry	blueberry	NOUN
cana-4311	318	6	yield	yield	NOUN
cana-4311	318	7	through	through	ADP
cana-4311	318	8	bayes	bayes	NOUN
cana-4311	318	9	and	and	CCONJ
cana-4311	318	10	function	function	NOUN
cana-4311	318	11	models	model	NOUN
cana-4311	318	12	.	.	PUNCT
cana-4311	319	1	international	international	ADJ
cana-4311	319	2	journal	journal	PROPN
cana-4311	319	3	on	on	ADP
cana-4311	319	4	recent	recent	ADJ
cana-4311	319	5	and	and	CCONJ
cana-4311	319	6	innovation	innovation	NOUN
cana-4311	319	7	trends	trend	NOUN
cana-4311	319	8	in	in	ADP
cana-4311	319	9	computing	computing	NOUN
cana-4311	319	10	and	and	CCONJ
cana-4311	319	11	communication	communication	NOUN
cana-4311	319	12	,	,	PUNCT
cana-4311	319	13	11(11s	11(11s	NOUN
cana-4311	319	14	)	)	PUNCT
cana-4311	319	15	,	,	PUNCT
cana-4311	319	16	634–641	634–641	NUM
cana-4311	319	17	.	.	PUNCT
cana-4311	319	18	https://doi.org/10.17762/ijritcc.v11i11s.8299	https://doi.org/10.17762/ijritcc.v11i11s.8299	NOUN
cana-4311	320	1	[	[	X
cana-4311	320	2	20	20	NUM
cana-4311	320	3	]	]	PUNCT
cana-4311	320	4	thivakaran	thivakaran	ADJ
cana-4311	320	5	,	,	PUNCT
cana-4311	320	6	t.	t.	PROPN
cana-4311	320	7	k.	k.	PROPN
cana-4311	320	8	.	.	PUNCT
cana-4311	321	1	,	,	PUNCT
cana-4311	321	2	priyanka	priyanka	PROPN
cana-4311	321	3	,	,	PUNCT
cana-4311	321	4	n.	n.	NOUN
cana-4311	321	5	.	.	PUNCT
cana-4311	321	6	,	,	PUNCT
cana-4311	321	7	antony	antony	PROPN
cana-4311	321	8	,	,	PUNCT
cana-4311	321	9	j.	j.	PROPN
cana-4311	321	10	c.	c.	PROPN
cana-4311	321	11	.	.	PUNCT
cana-4311	321	12	,	,	PUNCT
cana-4311	321	13	surendran	surendran	NOUN
cana-4311	321	14	,	,	PUNCT
cana-4311	321	15	s.	s.	PROPN
cana-4311	321	16	.	.	PUNCT
cana-4311	321	17	,	,	PUNCT
cana-4311	321	18	mohan	mohan	PROPN
cana-4311	321	19	,	,	PUNCT
cana-4311	321	20	e.	e.	PROPN
cana-4311	321	21	.	.	PROPN
cana-4311	321	22	,	,	PUNCT
cana-4311	321	23	&	&	CCONJ
cana-4311	321	24	innisai	innisai	ADJ
cana-4311	321	25	rani	rani	NOUN
cana-4311	321	26	,	,	PUNCT
cana-4311	321	27	p.	p.	PROPN
cana-4311	321	28	j.	j.	PROPN
cana-4311	321	29	.	.	PUNCT
cana-4311	322	1	(	(	PUNCT
cana-4311	322	2	2023	2023	NUM
cana-4311	322	3	)	)	PUNCT
cana-4311	322	4	.	.	PUNCT
cana-4311	323	1	exploratory	exploratory	ADJ
cana-4311	323	2	data	datum	NOUN
cana-4311	323	3	analysis	analysis	NOUN
cana-4311	323	4	for	for	ADP
cana-4311	323	5	textile	textile	NOUN
cana-4311	323	6	defect	defect	NOUN
cana-4311	323	7	detection	detection	NOUN
cana-4311	323	8	.	.	PUNCT
cana-4311	324	1	international	international	PROPN
cana-4311	324	2	https://doi.org/10.17762/ijritcc.v11i11s.8299	https://doi.org/10.17762/ijritcc.v11i11s.8299	NOUN
cana-4311	324	3	communications	communication	NOUN
cana-4311	324	4	on	on	ADP
cana-4311	324	5	applied	apply	VERB
cana-4311	324	6	nonlinear	nonlinear	ADJ
cana-4311	324	7	analysis	analysis	NOUN
cana-4311	324	8	issn	issn	NOUN
cana-4311	324	9	:	:	PUNCT
cana-4311	324	10	1074	1074	NUM
cana-4311	324	11	-	-	PUNCT
cana-4311	324	12	133x	133x	NUM
cana-4311	324	13	vol	vol	NOUN
cana-4311	324	14	32	32	NUM
cana-4311	324	15	no	no	NOUN
cana-4311	324	16	.	.	PUNCT
cana-4311	325	1	9s	9s	NUM
cana-4311	325	2	(	(	PUNCT
cana-4311	325	3	2025	2025	NUM
cana-4311	325	4	)	)	PUNCT
cana-4311	325	5	1799	1799	NUM
cana-4311	325	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4311	325	7	journal	journal	PROPN
cana-4311	325	8	on	on	ADP
cana-4311	325	9	recent	recent	ADJ
cana-4311	325	10	and	and	CCONJ
cana-4311	325	11	innovation	innovation	NOUN
cana-4311	325	12	trends	trend	NOUN
cana-4311	325	13	in	in	ADP
cana-4311	325	14	computing	computing	NOUN
cana-4311	325	15	and	and	CCONJ
cana-4311	325	16	communication	communication	NOUN
cana-4311	325	17	,	,	PUNCT
cana-4311	325	18	11(9s	11(9s	NUM
cana-4311	325	19	)	)	PUNCT
cana-4311	325	20	,	,	PUNCT
cana-4311	325	21	121	121	NUM
cana-4311	325	22	–	–	PUNCT
cana-4311	325	23	128	128	NUM
cana-4311	325	24	.	.	PUNCT
cana-4311	326	1	https://doi.org/10.17762/ijritcc.v11i9s.7403	https://doi.org/10.17762/ijritcc.v11i9s.7403	NOUN
cana-4311	327	1	[	[	X
cana-4311	327	2	21	21	NUM
cana-4311	327	3	]	]	X
cana-4311	327	4	rani	rani	NOUN
cana-4311	327	5	,	,	PUNCT
cana-4311	327	6	p.	p.	PROPN
cana-4311	327	7	j.	j.	PROPN
cana-4311	327	8	i.	i.	PROPN
cana-4311	327	9	.	.	PROPN
cana-4311	327	10	,	,	PUNCT
cana-4311	327	11	venkatachalam	venkatachalam	VERB
cana-4311	327	12	,	,	PUNCT
cana-4311	327	13	k.	k.	PROPN
cana-4311	327	14	.	.	PUNCT
cana-4311	327	15	,	,	PUNCT
cana-4311	327	16	sasikumar	sasikumar	PROPN
cana-4311	327	17	,	,	PUNCT
cana-4311	327	18	d.	d.	PROPN
cana-4311	327	19	.	.	PUNCT
cana-4311	327	20	,	,	PUNCT
cana-4311	327	21	madhankumar	madhankumar	PROPN
cana-4311	327	22	,	,	PUNCT
cana-4311	327	23	m.	m.	NOUN
cana-4311	327	24	.	.	PUNCT
cana-4311	327	25	,	,	PUNCT
cana-4311	327	26	a.	a.	PROPN
cana-4311	327	27	,	,	PUNCT
cana-4311	327	28	t.	t.	PROPN
cana-4311	327	29	.	.	PROPN
cana-4311	327	30	,	,	PUNCT
cana-4311	327	31	senthilkumar	senthilkumar	PROPN
cana-4311	327	32	,	,	PUNCT
cana-4311	327	33	p.	p.	NOUN
cana-4311	327	34	.	.	PUNCT
cana-4311	328	1	,	,	PUNCT
cana-4311	328	2	&	&	CCONJ
cana-4311	328	3	mohan	mohan	PROPN
cana-4311	328	4	,	,	PUNCT
cana-4311	328	5	e.	e.	PROPN
cana-4311	328	6	.	.	PUNCT
cana-4311	329	1	(	(	PUNCT
cana-4311	329	2	2024	2024	NUM
cana-4311	329	3	)	)	PUNCT
cana-4311	329	4	.	.	PUNCT
cana-4311	330	1	an	an	DET
cana-4311	330	2	optimal	optimal	ADJ
cana-4311	330	3	approach	approach	NOUN
cana-4311	330	4	on	on	ADP
cana-4311	330	5	electric	electric	ADJ
cana-4311	330	6	vehicle	vehicle	NOUN
cana-4311	330	7	by	by	ADP
cana-4311	330	8	using	use	VERB
cana-4311	330	9	functional	functional	ADJ
cana-4311	330	10	learning	learning	NOUN
cana-4311	330	11	.	.	PUNCT
cana-4311	331	1	international	international	ADJ
cana-4311	331	2	journal	journal	NOUN
cana-4311	331	3	of	of	ADP
cana-4311	331	4	intelligent	intelligent	ADJ
cana-4311	331	5	systems	system	NOUN
cana-4311	331	6	and	and	CCONJ
cana-4311	331	7	applications	application	NOUN
cana-4311	331	8	in	in	ADP
cana-4311	331	9	engineering	engineering	NOUN
cana-4311	331	10	,	,	PUNCT
cana-4311	331	11	12(13s	12(13s	PROPN
cana-4311	331	12	)	)	PUNCT
cana-4311	331	13	,	,	PUNCT
cana-4311	331	14	197–206	197–206	NUM
cana-4311	331	15	[	[	SYM
cana-4311	331	16	22	22	NUM
cana-4311	331	17	]	]	X
cana-4311	331	18	zhu	zhu	PROPN
cana-4311	331	19	,	,	PUNCT
cana-4311	331	20	sha	sha	PROPN
cana-4311	331	21	,	,	PUNCT
cana-4311	331	22	kaoru	kaoru	PROPN
cana-4311	331	23	ota	ota	PROPN
cana-4311	331	24	,	,	PUNCT
cana-4311	331	25	and	and	CCONJ
cana-4311	331	26	mianxiong	mianxiong	PROPN
cana-4311	331	27	dong	dong	PROPN
cana-4311	331	28	.	.	PUNCT
cana-4311	332	1	"	"	PUNCT
cana-4311	332	2	green	green	ADJ
cana-4311	332	3	ai	ai	VERB
cana-4311	332	4	for	for	ADP
cana-4311	332	5	iiot	iiot	NOUN
cana-4311	332	6	:	:	PUNCT
cana-4311	332	7	energy	energy	NOUN
cana-4311	332	8	efficient	efficient	ADJ
cana-4311	332	9	intelligent	intelligent	ADJ
cana-4311	332	10	edge	edge	NOUN
cana-4311	332	11	computing	compute	VERB
cana-4311	332	12	for	for	ADP
cana-4311	332	13	industrial	industrial	ADJ
cana-4311	332	14	internet	internet	NOUN
cana-4311	332	15	of	of	ADP
cana-4311	332	16	things	thing	NOUN
cana-4311	332	17	.	.	PUNCT
cana-4311	332	18	"	"	PUNCT
cana-4311	333	1	ieee	ieee	NOUN
cana-4311	333	2	transactions	transaction	NOUN
cana-4311	333	3	on	on	ADP
cana-4311	333	4	green	green	ADJ
cana-4311	333	5	communications	communication	NOUN
cana-4311	333	6	and	and	CCONJ
cana-4311	333	7	networking	network	VERB
cana-4311	333	8	6	6	NUM
cana-4311	333	9	,	,	PUNCT
cana-4311	333	10	no	no	INTJ
cana-4311	333	11	.	.	NOUN
cana-4311	333	12	1	1	NUM
cana-4311	333	13	(	(	PUNCT
cana-4311	333	14	2021	2021	NUM
cana-4311	333	15	):	):	PUNCT
cana-4311	333	16	79	79	NUM
cana-4311	333	17	-	-	SYM
cana-4311	333	18	88	88	NUM
cana-4311	333	19	.	.	PUNCT
cana-4311	334	1	[	[	X
cana-4311	334	2	23	23	NUM
cana-4311	334	3	]	]	X
cana-4311	334	4	xiao	xiao	PROPN
cana-4311	334	5	,	,	PUNCT
cana-4311	334	6	y.	y.	PROPN
cana-4311	334	7	,	,	PUNCT
cana-4311	334	8	niu	niu	PROPN
cana-4311	334	9	,	,	PUNCT
cana-4311	334	10	g.	g.	PROPN
cana-4311	334	11	,	,	PUNCT
cana-4311	334	12	xiao	xiao	PROPN
cana-4311	334	13	,	,	PUNCT
cana-4311	334	14	l.	l.	PROPN
cana-4311	334	15	,	,	PUNCT
cana-4311	334	16	ding	ding	NOUN
cana-4311	334	17	,	,	PUNCT
cana-4311	334	18	y.	y.	PROPN
cana-4311	334	19	,	,	PUNCT
cana-4311	334	20	liu	liu	PROPN
cana-4311	334	21	,	,	PUNCT
cana-4311	334	22	s.	s.	PROPN
cana-4311	334	23	,	,	PUNCT
cana-4311	334	24	&	&	CCONJ
cana-4311	334	25	fan	fan	PROPN
cana-4311	334	26	,	,	PUNCT
cana-4311	334	27	y.	y.	PROPN
cana-4311	334	28	(	(	PUNCT
cana-4311	334	29	2020	2020	NUM
cana-4311	334	30	)	)	PUNCT
cana-4311	334	31	.	.	PUNCT
cana-4311	335	1	reinforcement	reinforcement	NOUN
cana-4311	335	2	learning	learning	NOUN
cana-4311	335	3	based	base	VERB
cana-4311	335	4	energy	energy	NOUN
cana-4311	335	5	-	-	PUNCT
cana-4311	335	6	efficient	efficient	ADJ
cana-4311	335	7	internet	internet	NOUN
cana-4311	335	8	-	-	PUNCT
cana-4311	335	9	of	of	ADP
cana-4311	335	10	-	-	PUNCT
cana-4311	335	11	things	thing	NOUN
cana-4311	335	12	video	video	NOUN
cana-4311	335	13	transmission	transmission	NOUN
cana-4311	335	14	.	.	PUNCT
cana-4311	336	1	intelligent	intelligent	ADJ
cana-4311	336	2	and	and	CCONJ
cana-4311	336	3	converged	converged	ADJ
cana-4311	336	4	networks	network	NOUN
cana-4311	336	5	,	,	PUNCT
cana-4311	336	6	1(3	1(3	NUM
cana-4311	336	7	)	)	PUNCT
cana-4311	336	8	,	,	PUNCT
cana-4311	336	9	258	258	NUM
cana-4311	336	10	-	-	SYM
cana-4311	336	11	270	270	NUM
cana-4311	336	12	.	.	PUNCT
cana-4311	337	1	[	[	X
cana-4311	337	2	24	24	NUM
cana-4311	337	3	]	]	SYM
cana-4311	337	4	yu	yu	PROPN
cana-4311	337	5	,	,	PUNCT
cana-4311	337	6	peng	peng	PROPN
cana-4311	337	7	,	,	PUNCT
cana-4311	337	8	mo	mo	PROPN
cana-4311	337	9	yang	yang	PROPN
cana-4311	337	10	,	,	PUNCT
cana-4311	337	11	ao	ao	PROPN
cana-4311	337	12	xiong	xiong	PROPN
cana-4311	337	13	,	,	PUNCT
cana-4311	337	14	yahui	yahui	PROPN
cana-4311	337	15	ding	ding	PROPN
cana-4311	337	16	,	,	PUNCT
cana-4311	337	17	wenjing	wenje	VERB
cana-4311	337	18	li	li	PROPN
cana-4311	337	19	,	,	PUNCT
cana-4311	337	20	xuesong	xuesong	PROPN
cana-4311	337	21	qiu	qiu	PROPN
cana-4311	337	22	,	,	PUNCT
cana-4311	337	23	luoming	luome	VERB
cana-4311	337	24	meng	meng	PROPN
cana-4311	337	25	,	,	PUNCT
cana-4311	337	26	michel	michel	PROPN
cana-4311	337	27	kadoch	kadoch	PROPN
cana-4311	337	28	,	,	PUNCT
cana-4311	337	29	and	and	CCONJ
cana-4311	337	30	mohamed	mohamed	PROPN
cana-4311	337	31	cheriet	cheriet	PROPN
cana-4311	337	32	.	.	PUNCT
cana-4311	338	1	"	"	PUNCT
cana-4311	338	2	intelligent	intelligent	ADJ
cana-4311	338	3	-	-	PUNCT
cana-4311	338	4	driven	drive	VERB
cana-4311	338	5	green	green	ADJ
cana-4311	338	6	resource	resource	NOUN
cana-4311	338	7	allocation	allocation	NOUN
cana-4311	338	8	for	for	ADP
cana-4311	338	9	industrial	industrial	ADJ
cana-4311	338	10	internet	internet	NOUN
cana-4311	338	11	of	of	ADP
cana-4311	338	12	things	thing	NOUN
cana-4311	338	13	in	in	ADP
cana-4311	338	14	5	5	NUM
cana-4311	338	15	g	g	NOUN
cana-4311	338	16	heterogeneous	heterogeneous	ADJ
cana-4311	338	17	networks	network	NOUN
cana-4311	338	18	.	.	PUNCT
cana-4311	338	19	"	"	PUNCT
cana-4311	339	1	ieee	ieee	NOUN
cana-4311	339	2	transactions	transaction	NOUN
cana-4311	339	3	on	on	ADP
cana-4311	339	4	industrial	industrial	ADJ
cana-4311	339	5	informatics	informatic	NOUN
cana-4311	339	6	18	18	NUM
cana-4311	339	7	,	,	PUNCT
cana-4311	339	8	no	no	INTJ
cana-4311	339	9	.	.	NOUN
cana-4311	339	10	1	1	NUM
cana-4311	339	11	(	(	PUNCT
cana-4311	339	12	2020	2020	NUM
cana-4311	339	13	):	):	PUNCT
cana-4311	339	14	520	520	NUM
cana-4311	339	15	-	-	SYM
cana-4311	339	16	530	530	NUM
cana-4311	339	17	.	.	PUNCT
cana-4311	340	1	[	[	X
cana-4311	340	2	25	25	NUM
cana-4311	340	3	]	]	X
cana-4311	340	4	chen	chen	PROPN
cana-4311	340	5	,	,	PUNCT
cana-4311	340	6	changhao	changhao	PROPN
cana-4311	340	7	,	,	PUNCT
cana-4311	340	8	peijun	peijun	PROPN
cana-4311	340	9	zhao	zhao	PROPN
cana-4311	340	10	,	,	PUNCT
cana-4311	340	11	chris	chris	PROPN
cana-4311	340	12	xiaoxuan	xiaoxuan	PROPN
cana-4311	340	13	lu	lu	PROPN
cana-4311	340	14	,	,	PUNCT
cana-4311	340	15	wei	wei	PROPN
cana-4311	340	16	wang	wang	PROPN
cana-4311	340	17	,	,	PUNCT
cana-4311	340	18	andrew	andrew	PROPN
cana-4311	340	19	markham	markham	PROPN
cana-4311	340	20	,	,	PUNCT
cana-4311	340	21	and	and	CCONJ
cana-4311	340	22	niki	niki	PROPN
cana-4311	340	23	trigoni	trigoni	PROPN
cana-4311	340	24	.	.	PUNCT
cana-4311	341	1	"	"	PUNCT
cana-4311	341	2	deep	deep	ADJ
cana-4311	341	3	-	-	PUNCT
cana-4311	341	4	learning	learning	NOUN
cana-4311	341	5	-	-	PUNCT
cana-4311	341	6	based	base	VERB
cana-4311	341	7	pedestrian	pedestrian	NOUN
cana-4311	341	8	inertial	inertial	ADJ
cana-4311	341	9	navigation	navigation	NOUN
cana-4311	341	10	:	:	PUNCT
cana-4311	341	11	methods	method	NOUN
cana-4311	341	12	,	,	PUNCT
cana-4311	341	13	data	datum	NOUN
cana-4311	341	14	set	set	NOUN
cana-4311	341	15	,	,	PUNCT
cana-4311	341	16	and	and	CCONJ
cana-4311	341	17	ondevice	ondevice	NOUN
cana-4311	341	18	inference	inference	NOUN
cana-4311	341	19	.	.	PUNCT
cana-4311	341	20	"	"	PUNCT
cana-4311	342	1	ieee	ieee	NOUN
cana-4311	342	2	internet	internet	NOUN
cana-4311	342	3	of	of	ADP
cana-4311	342	4	things	thing	NOUN
cana-4311	342	5	journal	journal	PROPN
cana-4311	342	6	7	7	NUM
cana-4311	342	7	,	,	PUNCT
cana-4311	342	8	no	no	INTJ
cana-4311	342	9	.	.	NOUN
cana-4311	342	10	5	5	NUM
cana-4311	342	11	(	(	PUNCT
cana-4311	342	12	2020	2020	NUM
cana-4311	342	13	):	):	PUNCT
cana-4311	342	14	4431	4431	NUM
cana-4311	342	15	-	-	SYM
cana-4311	342	16	4441	4441	NUM
cana-4311	342	17	.	.	PUNCT
cana-4311	343	1	[	[	X
cana-4311	343	2	26	26	NUM
cana-4311	343	3	]	]	X
cana-4311	343	4	albreem	albreem	NOUN
cana-4311	343	5	,	,	PUNCT
cana-4311	343	6	mahmoud	mahmoud	PROPN
cana-4311	343	7	a.	a.	PROPN
cana-4311	343	8	,	,	PUNCT
cana-4311	343	9	abdul	abdul	PROPN
cana-4311	343	10	manan	manan	PROPN
cana-4311	343	11	sheikh	sheikh	PROPN
cana-4311	343	12	,	,	PUNCT
cana-4311	343	13	mohammed	mohammed	PROPN
cana-4311	343	14	h.	h.	PROPN
cana-4311	343	15	alsharif	alsharif	PROPN
cana-4311	343	16	,	,	PUNCT
cana-4311	343	17	muzammil	muzammil	PROPN
cana-4311	343	18	jusoh	jusoh	PROPN
cana-4311	343	19	,	,	PUNCT
cana-4311	343	20	and	and	CCONJ
cana-4311	343	21	mohd	mohd	PROPN
cana-4311	343	22	najib	najib	PROPN
cana-4311	343	23	mohd	mohd	PROPN
cana-4311	343	24	yasin	yasin	PROPN
cana-4311	343	25	.	.	PUNCT
cana-4311	344	1	"	"	PUNCT
cana-4311	344	2	green	green	ADJ
cana-4311	344	3	internet	internet	NOUN
cana-4311	344	4	of	of	ADP
cana-4311	344	5	things	thing	NOUN
cana-4311	344	6	(	(	PUNCT
cana-4311	344	7	giot	giot	NOUN
cana-4311	344	8	):	):	PUNCT
cana-4311	344	9	applications	application	NOUN
cana-4311	344	10	,	,	PUNCT
cana-4311	344	11	practices	practice	NOUN
cana-4311	344	12	,	,	PUNCT
cana-4311	344	13	awareness	awareness	NOUN
cana-4311	344	14	,	,	PUNCT
cana-4311	344	15	and	and	CCONJ
cana-4311	344	16	challenges	challenge	NOUN
cana-4311	344	17	.	.	PUNCT
cana-4311	344	18	"	"	PUNCT
cana-4311	345	1	ieee	ieee	NOUN
cana-4311	345	2	access	access	NOUN
cana-4311	345	3	9	9	NUM
cana-4311	345	4	(	(	PUNCT
cana-4311	345	5	2021	2021	NUM
cana-4311	345	6	):	):	PUNCT
cana-4311	345	7	38833	38833	NUM
cana-4311	345	8	-	-	SYM
cana-4311	345	9	38858	38858	NUM
cana-4311	345	10	.	.	PUNCT
cana-4311	346	1	[	[	X
cana-4311	346	2	27	27	NUM
cana-4311	346	3	]	]	X
cana-4311	346	4	latif	latif	PROPN
cana-4311	346	5	,	,	PUNCT
cana-4311	346	6	s.	s.	PROPN
cana-4311	346	7	,	,	PUNCT
cana-4311	346	8	driss	driss	PROPN
cana-4311	346	9	,	,	PUNCT
cana-4311	346	10	m.	m.	NOUN
cana-4311	346	11	,	,	PUNCT
cana-4311	346	12	boulila	boulila	PROPN
cana-4311	346	13	,	,	PUNCT
cana-4311	346	14	w.	w.	PROPN
cana-4311	346	15	,	,	PUNCT
cana-4311	346	16	huma	huma	PROPN
cana-4311	346	17	,	,	PUNCT
cana-4311	346	18	z.	z.	PROPN
cana-4311	346	19	e.	e.	PROPN
cana-4311	346	20	,	,	PUNCT
cana-4311	346	21	jamal	jamal	PROPN
cana-4311	346	22	,	,	PUNCT
cana-4311	346	23	s.	s.	PROPN
cana-4311	346	24	s.	s.	PROPN
cana-4311	346	25	,	,	PUNCT
cana-4311	346	26	idrees	idree	NOUN
cana-4311	346	27	,	,	PUNCT
cana-4311	346	28	z.	z.	PROPN
cana-4311	346	29	,	,	PUNCT
cana-4311	346	30	&	&	CCONJ
cana-4311	346	31	ahmad	ahmad	PROPN
cana-4311	346	32	,	,	PUNCT
cana-4311	346	33	j.	j.	PROPN
cana-4311	346	34	(	(	PUNCT
cana-4311	346	35	2021	2021	NUM
cana-4311	346	36	)	)	PUNCT
cana-4311	346	37	.	.	PUNCT
cana-4311	347	1	deep	deep	ADJ
cana-4311	347	2	learning	learning	NOUN
cana-4311	347	3	for	for	ADP
cana-4311	347	4	the	the	DET
cana-4311	347	5	industrial	industrial	ADJ
cana-4311	347	6	internet	internet	NOUN
cana-4311	347	7	of	of	ADP
cana-4311	347	8	things	thing	NOUN
cana-4311	347	9	(	(	PUNCT
cana-4311	347	10	iiot	iiot	NOUN
cana-4311	347	11	):	):	PUNCT
cana-4311	347	12	a	a	DET
cana-4311	347	13	comprehensive	comprehensive	ADJ
cana-4311	347	14	survey	survey	NOUN
cana-4311	347	15	of	of	ADP
cana-4311	347	16	techniques	technique	NOUN
cana-4311	347	17	,	,	PUNCT
cana-4311	347	18	implementation	implementation	NOUN
cana-4311	347	19	frameworks	framework	NOUN
cana-4311	347	20	,	,	PUNCT
cana-4311	347	21	potential	potential	ADJ
cana-4311	347	22	applications	application	NOUN
cana-4311	347	23	,	,	PUNCT
cana-4311	347	24	and	and	CCONJ
cana-4311	347	25	future	future	ADJ
cana-4311	347	26	directions	direction	NOUN
cana-4311	347	27	.	.	PUNCT
cana-4311	348	1	sensors	sensor	NOUN
cana-4311	348	2	,	,	PUNCT
cana-4311	348	3	21(22	21(22	NOUN
cana-4311	348	4	)	)	PUNCT
cana-4311	348	5	,	,	PUNCT
cana-4311	348	6	7518	7518	NUM
cana-4311	348	7	.	.	PUNCT
cana-4311	349	1	[	[	X
cana-4311	349	2	28	28	NUM
cana-4311	349	3	]	]	X
cana-4311	349	4	sodhro	sodhro	NOUN
cana-4311	349	5	,	,	PUNCT
cana-4311	349	6	ali	ali	PROPN
cana-4311	349	7	hassan	hassan	PROPN
cana-4311	349	8	,	,	PUNCT
cana-4311	349	9	sandeep	sandeep	PROPN
cana-4311	349	10	pirbhulal	pirbhulal	PROPN
cana-4311	349	11	,	,	PUNCT
cana-4311	349	12	zongwei	zongwei	PROPN
cana-4311	349	13	luo	luo	PROPN
cana-4311	349	14	,	,	PUNCT
cana-4311	349	15	khan	khan	PROPN
cana-4311	349	16	muhammad	muhammad	PROPN
cana-4311	349	17	,	,	PUNCT
cana-4311	349	18	and	and	CCONJ
cana-4311	349	19	noman	noman	PROPN
cana-4311	349	20	zahid	zahid	PROPN
cana-4311	349	21	zahid	zahid	PROPN
cana-4311	349	22	.	.	PUNCT
cana-4311	350	1	"	"	PUNCT
cana-4311	350	2	toward	toward	ADP
cana-4311	350	3	6	6	NUM
cana-4311	350	4	g	g	NOUN
cana-4311	350	5	architecture	architecture	NOUN
cana-4311	350	6	for	for	ADP
cana-4311	350	7	energy	energy	NOUN
cana-4311	350	8	-	-	PUNCT
cana-4311	350	9	efficient	efficient	ADJ
cana-4311	350	10	communication	communication	NOUN
cana-4311	350	11	in	in	ADP
cana-4311	350	12	iot	iot	NOUN
cana-4311	350	13	-	-	PUNCT
cana-4311	350	14	enabled	enable	VERB
cana-4311	350	15	smart	smart	ADJ
cana-4311	350	16	automation	automation	NOUN
cana-4311	350	17	systems	system	NOUN
cana-4311	350	18	.	.	PUNCT
cana-4311	350	19	"	"	PUNCT
cana-4311	350	20	ieee	ieee	NOUN
cana-4311	350	21	internet	internet	NOUN
cana-4311	350	22	of	of	ADP
cana-4311	350	23	things	thing	NOUN
cana-4311	350	24	journal	journal	NOUN
cana-4311	350	25	8	8	NUM
cana-4311	350	26	,	,	PUNCT
cana-4311	350	27	no	no	INTJ
cana-4311	350	28	.	.	NOUN
cana-4311	350	29	7	7	NUM
cana-4311	350	30	(	(	PUNCT
cana-4311	350	31	2020	2020	NUM
cana-4311	350	32	):	):	PUNCT
cana-4311	350	33	5141	5141	NUM
cana-4311	350	34	-	-	SYM
cana-4311	350	35	5148	5148	NUM
cana-4311	350	36	.	.	PUNCT
cana-4311	351	1	[	[	X
cana-4311	351	2	29	29	NUM
cana-4311	351	3	]	]	X
cana-4311	351	4	zhou	zhou	PROPN
cana-4311	351	5	,	,	PUNCT
cana-4311	351	6	huan	huan	PROPN
cana-4311	351	7	,	,	PUNCT
cana-4311	351	8	kai	kai	PROPN
cana-4311	351	9	jiang	jiang	PROPN
cana-4311	351	10	,	,	PUNCT
cana-4311	351	11	xuxun	xuxun	PROPN
cana-4311	351	12	liu	liu	PROPN
cana-4311	351	13	,	,	PUNCT
cana-4311	351	14	xiuhua	xiuhua	PROPN
cana-4311	351	15	li	li	PROPN
cana-4311	351	16	,	,	PUNCT
cana-4311	351	17	and	and	CCONJ
cana-4311	351	18	victor	victor	PROPN
cana-4311	351	19	cm	cm	PROPN
cana-4311	351	20	leung	leung	PROPN
cana-4311	351	21	.	.	PUNCT
cana-4311	352	1	"	"	PUNCT
cana-4311	352	2	deep	deep	ADJ
cana-4311	352	3	reinforcement	reinforcement	NOUN
cana-4311	352	4	learning	learning	NOUN
cana-4311	352	5	for	for	ADP
cana-4311	352	6	energy	energy	NOUN
cana-4311	352	7	-	-	PUNCT
cana-4311	352	8	efficient	efficient	ADJ
cana-4311	352	9	computation	computation	NOUN
cana-4311	352	10	offloading	offload	VERB
cana-4311	352	11	in	in	ADP
cana-4311	352	12	mobile	mobile	ADJ
cana-4311	352	13	-	-	PUNCT
cana-4311	352	14	edge	edge	NOUN
cana-4311	352	15	computing	computing	NOUN
cana-4311	352	16	.	.	PUNCT
cana-4311	352	17	"	"	PUNCT
cana-4311	353	1	ieee	ieee	NOUN
cana-4311	353	2	internet	internet	NOUN
cana-4311	353	3	of	of	ADP
cana-4311	353	4	things	thing	NOUN
cana-4311	353	5	journal	journal	NOUN
cana-4311	353	6	9	9	NUM
cana-4311	353	7	,	,	PUNCT
cana-4311	353	8	no	no	INTJ
cana-4311	353	9	.	.	NOUN
cana-4311	353	10	2	2	NUM
cana-4311	353	11	(	(	PUNCT
cana-4311	353	12	2021	2021	NUM
cana-4311	353	13	):	):	PUNCT
cana-4311	353	14	1517	1517	NUM
cana-4311	353	15	-	-	SYM
cana-4311	353	16	1530	1530	NUM
cana-4311	353	17	.	.	PUNCT
cana-4311	354	1	[	[	X
cana-4311	354	2	30	30	NUM
cana-4311	354	3	]	]	X
cana-4311	354	4	ansere	ansere	ADV
cana-4311	354	5	,	,	PUNCT
cana-4311	354	6	james	james	PROPN
cana-4311	354	7	adu	adu	PROPN
cana-4311	354	8	,	,	PUNCT
cana-4311	354	9	guangjie	guangjie	PROPN
cana-4311	354	10	han	han	PROPN
cana-4311	354	11	,	,	PUNCT
cana-4311	354	12	li	li	PROPN
cana-4311	354	13	liu	liu	PROPN
cana-4311	354	14	,	,	PUNCT
cana-4311	354	15	yan	yan	PROPN
cana-4311	354	16	peng	peng	PROPN
cana-4311	354	17	,	,	PUNCT
cana-4311	354	18	and	and	CCONJ
cana-4311	354	19	mohsin	mohsin	PROPN
cana-4311	354	20	kamal	kamal	PROPN
cana-4311	354	21	.	.	PUNCT
cana-4311	355	1	"	"	PUNCT
cana-4311	355	2	optimal	optimal	ADJ
cana-4311	355	3	resource	resource	NOUN
cana-4311	355	4	allocation	allocation	NOUN
cana-4311	355	5	in	in	ADP
cana-4311	355	6	energy	energy	NOUN
cana-4311	355	7	-	-	PUNCT
cana-4311	355	8	efficient	efficient	ADJ
cana-4311	355	9	internet	internet	NOUN
cana-4311	355	10	-	-	PUNCT
cana-4311	355	11	of	of	ADP
cana-4311	355	12	-	-	PUNCT
cana-4311	355	13	things	thing	NOUN
cana-4311	355	14	networks	network	NOUN
cana-4311	355	15	with	with	ADP
cana-4311	355	16	imperfect	imperfect	ADJ
cana-4311	355	17	csi	csi	PROPN
cana-4311	355	18	.	.	PUNCT
cana-4311	355	19	"	"	PUNCT
cana-4311	355	20	ieee	ieee	NOUN
cana-4311	355	21	internet	internet	NOUN
cana-4311	355	22	of	of	ADP
cana-4311	355	23	things	thing	NOUN
cana-4311	355	24	journal	journal	PROPN
cana-4311	355	25	7	7	NUM
cana-4311	355	26	,	,	PUNCT
cana-4311	355	27	no	no	INTJ
cana-4311	355	28	.	.	NOUN
cana-4311	355	29	6	6	NUM
cana-4311	355	30	(	(	PUNCT
cana-4311	355	31	2020	2020	NUM
cana-4311	355	32	):	):	PUNCT
cana-4311	355	33	5401	5401	NUM
cana-4311	355	34	-	-	SYM
cana-4311	355	35	5411	5411	NUM
cana-4311	355	36	.	.	PUNCT
cana-4311	356	1	[	[	X
cana-4311	356	2	31	31	NUM
cana-4311	356	3	]	]	X
cana-4311	356	4	kaur	kaur	PROPN
cana-4311	356	5	,	,	PUNCT
cana-4311	356	6	manjit	manjit	ADJ
cana-4311	356	7	,	,	PUNCT
cana-4311	356	8	dilbag	dilbag	PROPN
cana-4311	356	9	singh	singh	PROPN
cana-4311	356	10	,	,	PUNCT
cana-4311	356	11	vijay	vijay	PROPN
cana-4311	356	12	kumar	kumar	PROPN
cana-4311	356	13	,	,	PUNCT
cana-4311	356	14	brij	brij	PROPN
cana-4311	356	15	b.	b.	PROPN
cana-4311	356	16	gupta	gupta	PROPN
cana-4311	356	17	,	,	PUNCT
cana-4311	356	18	and	and	CCONJ
cana-4311	356	19	ahmed	ahmed	PROPN
cana-4311	356	20	a.	a.	PROPN
cana-4311	356	21	abd	abd	PROPN
cana-4311	356	22	el	el	PROPN
cana-4311	356	23	-	-	PROPN
cana-4311	356	24	latif	latif	PROPN
cana-4311	356	25	.	.	PUNCT
cana-4311	357	1	"	"	PUNCT
cana-4311	357	2	secure	secure	ADJ
cana-4311	357	3	and	and	CCONJ
cana-4311	357	4	energy	energy	NOUN
cana-4311	357	5	efficient	efficient	ADV
cana-4311	357	6	-	-	PUNCT
cana-4311	357	7	based	base	VERB
cana-4311	357	8	e	e	NOUN
cana-4311	357	9	-	-	ADJ
cana-4311	357	10	health	health	NOUN
cana-4311	357	11	care	care	NOUN
cana-4311	357	12	framework	framework	NOUN
cana-4311	357	13	for	for	ADP
cana-4311	357	14	green	green	ADJ
cana-4311	357	15	internet	internet	NOUN
cana-4311	357	16	of	of	ADP
cana-4311	357	17	things	thing	NOUN
cana-4311	357	18	.	.	PUNCT
cana-4311	357	19	"	"	PUNCT
cana-4311	358	1	ieee	ieee	NOUN
cana-4311	358	2	transactions	transaction	NOUN
cana-4311	358	3	on	on	ADP
cana-4311	358	4	green	green	ADJ
cana-4311	358	5	communications	communication	NOUN
cana-4311	358	6	and	and	CCONJ
cana-4311	358	7	networking	network	VERB
cana-4311	358	8	5	5	NUM
cana-4311	358	9	,	,	PUNCT
cana-4311	358	10	no	no	INTJ
cana-4311	358	11	.	.	NOUN
cana-4311	358	12	3	3	NUM
cana-4311	358	13	(	(	PUNCT
cana-4311	358	14	2021	2021	NUM
cana-4311	358	15	):	):	PUNCT
cana-4311	358	16	1223	1223	NUM
cana-4311	358	17	-	-	SYM
cana-4311	358	18	1231	1231	NUM
cana-4311	358	19	.	.	PUNCT
cana-4311	359	1	https://doi.org/10.17762/ijritcc.v11i9s.7403	https://doi.org/10.17762/ijritcc.v11i9s.7403	NOUN
cana-4311	359	2	communications	communication	NOUN
cana-4311	359	3	on	on	ADP
cana-4311	359	4	applied	apply	VERB
cana-4311	359	5	nonlinear	nonlinear	ADJ
cana-4311	359	6	analysis	analysis	NOUN
cana-4311	359	7	issn	issn	NOUN
cana-4311	359	8	:	:	PUNCT
cana-4311	359	9	1074	1074	NUM
cana-4311	359	10	-	-	PUNCT
cana-4311	359	11	133x	133x	NUM
cana-4311	359	12	vol	vol	NOUN
cana-4311	359	13	32	32	NUM
cana-4311	359	14	no	no	NOUN
cana-4311	359	15	.	.	PUNCT
cana-4311	360	1	9s	9s	NUM
cana-4311	360	2	(	(	PUNCT
cana-4311	360	3	2025	2025	NUM
cana-4311	360	4	)	)	PUNCT
cana-4311	360	5	1800	1800	NUM
cana-4311	360	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4311	361	1	[	[	X
cana-4311	361	2	32	32	NUM
cana-4311	361	3	]	]	X
cana-4311	361	4	mozaffari	mozaffari	ADJ
cana-4311	361	5	,	,	PUNCT
cana-4311	361	6	mohammad	mohammad	PROPN
cana-4311	361	7	,	,	PUNCT
cana-4311	361	8	walid	walid	PROPN
cana-4311	361	9	saad	saad	PROPN
cana-4311	361	10	,	,	PUNCT
cana-4311	361	11	mehdi	mehdi	PROPN
cana-4311	361	12	bennis	bennis	PROPN
cana-4311	361	13	,	,	PUNCT
cana-4311	361	14	and	and	CCONJ
cana-4311	361	15	mérouane	mérouane	NOUN
cana-4311	361	16	debbah	debbah	NOUN
cana-4311	361	17	.	.	PUNCT
cana-4311	362	1	"	"	PUNCT
cana-4311	362	2	mobile	mobile	ADJ
cana-4311	362	3	unmanned	unmanned	ADJ
cana-4311	362	4	aerial	aerial	ADJ
cana-4311	362	5	vehicles	vehicle	NOUN
cana-4311	362	6	(	(	PUNCT
cana-4311	362	7	uavs	uavs	PROPN
cana-4311	362	8	)	)	PUNCT
cana-4311	362	9	for	for	ADP
cana-4311	362	10	energy	energy	NOUN
cana-4311	362	11	-	-	PUNCT
cana-4311	362	12	efficient	efficient	ADJ
cana-4311	362	13	internet	internet	NOUN
cana-4311	362	14	of	of	ADP
cana-4311	362	15	things	thing	NOUN
cana-4311	362	16	communications	communication	NOUN
cana-4311	362	17	.	.	PUNCT
cana-4311	362	18	"	"	PUNCT
cana-4311	362	19	ieee	ieee	NOUN
cana-4311	362	20	transactions	transaction	NOUN
cana-4311	362	21	on	on	ADP
cana-4311	362	22	wireless	wireless	ADJ
cana-4311	362	23	communications	communication	NOUN
cana-4311	362	24	16	16	NUM
cana-4311	362	25	,	,	PUNCT
cana-4311	362	26	no	no	INTJ
cana-4311	362	27	.	.	NOUN
cana-4311	362	28	11	11	NUM
cana-4311	362	29	(	(	PUNCT
cana-4311	362	30	2017	2017	NUM
cana-4311	362	31	):	):	PUNCT
cana-4311	362	32	75747589	75747589	NUM
cana-4311	362	33	.	.	PUNCT
cana-4311	363	1	[	[	X
cana-4311	363	2	33	33	NUM
cana-4311	363	3	]	]	X
cana-4311	363	4	zhao	zhao	PROPN
cana-4311	363	5	,	,	PUNCT
cana-4311	363	6	baokang	baokang	NOUN
cana-4311	363	7	,	,	PUNCT
cana-4311	363	8	jiahao	jiahao	PROPN
cana-4311	363	9	liu	liu	PROPN
cana-4311	363	10	,	,	PUNCT
cana-4311	363	11	ziling	zile	VERB
cana-4311	363	12	wei	wei	PROPN
cana-4311	363	13	,	,	PUNCT
cana-4311	363	14	and	and	CCONJ
cana-4311	363	15	ilsun	ilsun	VERB
cana-4311	363	16	you	you	PRON
cana-4311	363	17	.	.	PUNCT
cana-4311	364	1	"	"	PUNCT
cana-4311	364	2	a	a	DET
cana-4311	364	3	deep	deep	ADJ
cana-4311	364	4	reinforcement	reinforcement	NOUN
cana-4311	364	5	learning	learning	NOUN
cana-4311	364	6	based	base	VERB
cana-4311	364	7	approach	approach	NOUN
cana-4311	364	8	for	for	ADP
cana-4311	364	9	energy	energy	NOUN
cana-4311	364	10	-	-	PUNCT
cana-4311	364	11	efficient	efficient	ADJ
cana-4311	364	12	channel	channel	NOUN
cana-4311	364	13	allocation	allocation	NOUN
cana-4311	364	14	in	in	ADP
cana-4311	364	15	satellite	satellite	NOUN
cana-4311	364	16	internet	internet	NOUN
cana-4311	364	17	of	of	ADP
cana-4311	364	18	things	thing	NOUN
cana-4311	364	19	.	.	PUNCT
cana-4311	364	20	"	"	PUNCT
cana-4311	365	1	ieee	ieee	NOUN
cana-4311	365	2	access	access	NOUN
cana-4311	365	3	8	8	NUM
cana-4311	365	4	(	(	PUNCT
cana-4311	365	5	2020	2020	NUM
cana-4311	365	6	):	):	PUNCT
cana-4311	365	7	62197	62197	NUM
cana-4311	365	8	-	-	SYM
cana-4311	365	9	62206.0	62206.0	NUM