id	sid	tid	token	lemma	pos
fuelectenerg-10771	1	1	10771	10771	NUM
fuelectenerg-10771	1	2	facta	facta	NOUN
fuelectenerg-10771	1	3	universitatis	universitatis	PROPN
fuelectenerg-10771	1	4	series	series	NOUN
fuelectenerg-10771	1	5	:	:	PUNCT
fuelectenerg-10771	1	6	electronics	electronic	NOUN
fuelectenerg-10771	1	7	and	and	CCONJ
fuelectenerg-10771	1	8	energetics	energetics	NOUN
fuelectenerg-10771	1	9	vol	vol	NOUN
fuelectenerg-10771	1	10	.	.	PUNCT
fuelectenerg-10771	1	11	36	36	NUM
fuelectenerg-10771	1	12	,	,	PUNCT
fuelectenerg-10771	1	13	no	no	DET
fuelectenerg-10771	1	14	1	1	NUM
fuelectenerg-10771	1	15	,	,	PUNCT
fuelectenerg-10771	1	16	march	march	PROPN
fuelectenerg-10771	1	17	2023	2023	NUM
fuelectenerg-10771	1	18	,	,	PUNCT
fuelectenerg-10771	1	19	pp	pp	ADJ
fuelectenerg-10771	1	20	.	.	PUNCT
fuelectenerg-10771	2	1	31	31	NUM
fuelectenerg-10771	2	2	-	-	SYM
fuelectenerg-10771	2	3	42	42	NUM
fuelectenerg-10771	2	4	https://doi.org/10.2298/fuee2301031r	https://doi.org/10.2298/fuee2301031r	PROPN
fuelectenerg-10771	2	5	©	©	PROPN
fuelectenerg-10771	2	6	2023	2023	NUM
fuelectenerg-10771	2	7	by	by	ADP
fuelectenerg-10771	2	8	university	university	PROPN
fuelectenerg-10771	2	9	of	of	ADP
fuelectenerg-10771	2	10	niš	niš	PROPN
fuelectenerg-10771	2	11	,	,	PUNCT
fuelectenerg-10771	2	12	serbia	serbia	PROPN
fuelectenerg-10771	2	13	|	|	ADV
fuelectenerg-10771	2	14	creative	creative	ADJ
fuelectenerg-10771	2	15	commons	common	NOUN
fuelectenerg-10771	2	16	license	license	NOUN
fuelectenerg-10771	2	17	:	:	PUNCT
fuelectenerg-10771	2	18	cc	cc	VERB
fuelectenerg-10771	2	19	by	by	ADP
fuelectenerg-10771	2	20	-	-	PUNCT
fuelectenerg-10771	2	21	nc	nc	VERB
fuelectenerg-10771	2	22	-	-	PUNCT
fuelectenerg-10771	2	23	nd	nd	ADV
fuelectenerg-10771	2	24	original	original	ADJ
fuelectenerg-10771	2	25	scientific	scientific	ADJ
fuelectenerg-10771	2	26	paper	paper	NOUN
fuelectenerg-10771	2	27	machine	machine	NOUN
fuelectenerg-10771	2	28	learning	learning	NOUN
fuelectenerg-10771	2	29	assisted	assist	VERB
fuelectenerg-10771	2	30	optimization	optimization	NOUN
fuelectenerg-10771	2	31	and	and	CCONJ
fuelectenerg-10771	2	32	its	its	PRON
fuelectenerg-10771	2	33	application	application	NOUN
fuelectenerg-10771	2	34	to	to	ADP
fuelectenerg-10771	2	35	hybrid	hybrid	ADJ
fuelectenerg-10771	2	36	dielectric	dielectric	ADJ
fuelectenerg-10771	2	37	resonator	resonator	NOUN
fuelectenerg-10771	2	38	antenna	antenna	NOUN
fuelectenerg-10771	2	39	design	design	NOUN
fuelectenerg-10771	2	40	pinku	pinku	NOUN
fuelectenerg-10771	2	41	ranjan1	ranjan1	PROPN
fuelectenerg-10771	2	42	,	,	PUNCT
fuelectenerg-10771	2	43	harshit	harshit	ADJ
fuelectenerg-10771	2	44	gupta1	gupta1	PROPN
fuelectenerg-10771	2	45	,	,	PUNCT
fuelectenerg-10771	2	46	swati	swati	PROPN
fuelectenerg-10771	2	47	yadav2	yadav2	PROPN
fuelectenerg-10771	2	48	,	,	PUNCT
fuelectenerg-10771	2	49	anand	anand	PROPN
fuelectenerg-10771	2	50	sharma3	sharma3	PROPN
fuelectenerg-10771	2	51	1abv	1abv	PROPN
fuelectenerg-10771	2	52	-	-	PUNCT
fuelectenerg-10771	2	53	indian	indian	PROPN
fuelectenerg-10771	2	54	institute	institute	PROPN
fuelectenerg-10771	2	55	of	of	ADP
fuelectenerg-10771	2	56	information	information	NOUN
fuelectenerg-10771	2	57	technology	technology	NOUN
fuelectenerg-10771	2	58	and	and	CCONJ
fuelectenerg-10771	2	59	management	management	NOUN
fuelectenerg-10771	2	60	(	(	PUNCT
fuelectenerg-10771	2	61	iiitm	iiitm	PROPN
fuelectenerg-10771	2	62	)	)	PUNCT
fuelectenerg-10771	2	63	,	,	PUNCT
fuelectenerg-10771	2	64	gwalior	gwalior	PROPN
fuelectenerg-10771	2	65	,	,	PUNCT
fuelectenerg-10771	2	66	madhya	madhya	PROPN
fuelectenerg-10771	2	67	pradesh	pradesh	PROPN
fuelectenerg-10771	2	68	,	,	PUNCT
fuelectenerg-10771	2	69	india	india	PROPN
fuelectenerg-10771	2	70	2department	2department	PROPN
fuelectenerg-10771	2	71	of	of	ADP
fuelectenerg-10771	2	72	electronics	electronics	PROPN
fuelectenerg-10771	2	73	&	&	CCONJ
fuelectenerg-10771	2	74	communication	communication	PROPN
fuelectenerg-10771	2	75	engineering	engineering	NOUN
fuelectenerg-10771	2	76	,	,	PUNCT
fuelectenerg-10771	2	77	college	college	NOUN
fuelectenerg-10771	2	78	of	of	ADP
fuelectenerg-10771	2	79	engineering	engineering	NOUN
fuelectenerg-10771	2	80	roorkee(coer	roorkee(coer	PROPN
fuelectenerg-10771	2	81	)	)	PUNCT
fuelectenerg-10771	2	82	,	,	PUNCT
fuelectenerg-10771	2	83	roorkee	roorkee	PROPN
fuelectenerg-10771	2	84	,	,	PUNCT
fuelectenerg-10771	2	85	uttrakhand	uttrakhand	PROPN
fuelectenerg-10771	2	86	,	,	PUNCT
fuelectenerg-10771	2	87	india	india	PROPN
fuelectenerg-10771	2	88	3department	3department	PROPN
fuelectenerg-10771	2	89	of	of	ADP
fuelectenerg-10771	2	90	electronics	electronics	PROPN
fuelectenerg-10771	2	91	&	&	CCONJ
fuelectenerg-10771	2	92	amp	amp	PROPN
fuelectenerg-10771	2	93	;	;	PUNCT
fuelectenerg-10771	2	94	communication	communication	NOUN
fuelectenerg-10771	2	95	engineering	engineering	NOUN
fuelectenerg-10771	2	96	,	,	PUNCT
fuelectenerg-10771	2	97	motilal	motilal	PROPN
fuelectenerg-10771	2	98	nehru	nehru	PROPN
fuelectenerg-10771	2	99	national	national	PROPN
fuelectenerg-10771	2	100	institute	institute	PROPN
fuelectenerg-10771	2	101	of	of	ADP
fuelectenerg-10771	2	102	technology	technology	PROPN
fuelectenerg-10771	2	103	allahabad	allahabad	PROPN
fuelectenerg-10771	2	104	,	,	PUNCT
fuelectenerg-10771	2	105	india	india	PROPN
fuelectenerg-10771	2	106	abstract	abstract	NOUN
fuelectenerg-10771	2	107	.	.	PUNCT
fuelectenerg-10771	3	1	machine	machine	NOUN
fuelectenerg-10771	3	2	learning	learning	NOUN
fuelectenerg-10771	3	3	assisted	assist	VERB
fuelectenerg-10771	3	4	optimization	optimization	NOUN
fuelectenerg-10771	3	5	(	(	PUNCT
fuelectenerg-10771	3	6	mlao	mlao	PROPN
fuelectenerg-10771	3	7	)	)	PUNCT
fuelectenerg-10771	3	8	has	have	AUX
fuelectenerg-10771	3	9	become	become	VERB
fuelectenerg-10771	3	10	very	very	ADV
fuelectenerg-10771	3	11	important	important	ADJ
fuelectenerg-10771	3	12	for	for	ADP
fuelectenerg-10771	3	13	improving	improve	VERB
fuelectenerg-10771	3	14	the	the	DET
fuelectenerg-10771	3	15	antenna	antenna	NOUN
fuelectenerg-10771	3	16	design	design	NOUN
fuelectenerg-10771	3	17	process	process	NOUN
fuelectenerg-10771	3	18	because	because	SCONJ
fuelectenerg-10771	3	19	it	it	PRON
fuelectenerg-10771	3	20	consumes	consume	VERB
fuelectenerg-10771	3	21	much	much	ADV
fuelectenerg-10771	3	22	less	less	ADJ
fuelectenerg-10771	3	23	time	time	NOUN
fuelectenerg-10771	3	24	than	than	ADP
fuelectenerg-10771	3	25	the	the	DET
fuelectenerg-10771	3	26	traditional	traditional	ADJ
fuelectenerg-10771	3	27	methods	method	NOUN
fuelectenerg-10771	3	28	.	.	PUNCT
fuelectenerg-10771	4	1	these	these	DET
fuelectenerg-10771	4	2	models	model	NOUN
fuelectenerg-10771	4	3	'	'	PART
fuelectenerg-10771	4	4	accountability	accountability	NOUN
fuelectenerg-10771	4	5	can	can	AUX
fuelectenerg-10771	4	6	be	be	AUX
fuelectenerg-10771	4	7	checked	check	VERB
fuelectenerg-10771	4	8	by	by	ADP
fuelectenerg-10771	4	9	the	the	DET
fuelectenerg-10771	4	10	accuracy	accuracy	NOUN
fuelectenerg-10771	4	11	metrics	metric	NOUN
fuelectenerg-10771	4	12	,	,	PUNCT
fuelectenerg-10771	4	13	which	which	PRON
fuelectenerg-10771	4	14	tell	tell	VERB
fuelectenerg-10771	4	15	about	about	ADP
fuelectenerg-10771	4	16	the	the	DET
fuelectenerg-10771	4	17	correctness	correctness	NOUN
fuelectenerg-10771	4	18	of	of	ADP
fuelectenerg-10771	4	19	the	the	DET
fuelectenerg-10771	4	20	predicted	predict	VERB
fuelectenerg-10771	4	21	result	result	NOUN
fuelectenerg-10771	4	22	.	.	PUNCT
fuelectenerg-10771	5	1	machine	machine	NOUN
fuelectenerg-10771	5	2	learning	learning	NOUN
fuelectenerg-10771	5	3	(	(	PUNCT
fuelectenerg-10771	5	4	ml	ml	NOUN
fuelectenerg-10771	5	5	)	)	PUNCT
fuelectenerg-10771	5	6	methods	method	NOUN
fuelectenerg-10771	5	7	,	,	PUNCT
fuelectenerg-10771	5	8	such	such	ADJ
fuelectenerg-10771	5	9	as	as	ADP
fuelectenerg-10771	5	10	gaussian	gaussian	ADJ
fuelectenerg-10771	5	11	process	process	NOUN
fuelectenerg-10771	5	12	regression	regression	NOUN
fuelectenerg-10771	5	13	,	,	PUNCT
fuelectenerg-10771	5	14	artificial	artificial	ADJ
fuelectenerg-10771	5	15	neural	neural	ADJ
fuelectenerg-10771	5	16	networks	network	NOUN
fuelectenerg-10771	5	17	(	(	PUNCT
fuelectenerg-10771	5	18	anns	anns	NOUN
fuelectenerg-10771	5	19	)	)	PUNCT
fuelectenerg-10771	5	20	,	,	PUNCT
fuelectenerg-10771	5	21	and	and	CCONJ
fuelectenerg-10771	5	22	support	support	VERB
fuelectenerg-10771	5	23	vector	vector	NOUN
fuelectenerg-10771	5	24	machine	machine	NOUN
fuelectenerg-10771	5	25	(	(	PUNCT
fuelectenerg-10771	5	26	svm	svm	PROPN
fuelectenerg-10771	5	27	)	)	PUNCT
fuelectenerg-10771	5	28	,	,	PUNCT
fuelectenerg-10771	5	29	are	be	AUX
fuelectenerg-10771	5	30	used	use	VERB
fuelectenerg-10771	5	31	to	to	PART
fuelectenerg-10771	5	32	simulate	simulate	VERB
fuelectenerg-10771	5	33	the	the	DET
fuelectenerg-10771	5	34	antenna	antenna	NOUN
fuelectenerg-10771	5	35	model	model	NOUN
fuelectenerg-10771	5	36	to	to	PART
fuelectenerg-10771	5	37	predict	predict	VERB
fuelectenerg-10771	5	38	the	the	DET
fuelectenerg-10771	5	39	reflection	reflection	NOUN
fuelectenerg-10771	5	40	coefficient	coefficient	NOUN
fuelectenerg-10771	5	41	faster	fast	ADV
fuelectenerg-10771	5	42	.	.	PUNCT
fuelectenerg-10771	6	1	this	this	DET
fuelectenerg-10771	6	2	paper	paper	NOUN
fuelectenerg-10771	6	3	presents	present	VERB
fuelectenerg-10771	6	4	the	the	DET
fuelectenerg-10771	6	5	optimization	optimization	NOUN
fuelectenerg-10771	6	6	of	of	ADP
fuelectenerg-10771	6	7	hybrid	hybrid	ADJ
fuelectenerg-10771	6	8	dielectric	dielectric	ADJ
fuelectenerg-10771	6	9	resonator	resonator	NOUN
fuelectenerg-10771	6	10	antenna	antenna	NOUN
fuelectenerg-10771	6	11	(	(	PUNCT
fuelectenerg-10771	6	12	dra	dra	PROPN
fuelectenerg-10771	6	13	)	)	PUNCT
fuelectenerg-10771	6	14	using	use	VERB
fuelectenerg-10771	6	15	machine	machine	NOUN
fuelectenerg-10771	6	16	learning	learning	NOUN
fuelectenerg-10771	6	17	models	model	NOUN
fuelectenerg-10771	6	18	.	.	PUNCT
fuelectenerg-10771	7	1	several	several	ADJ
fuelectenerg-10771	7	2	regression	regression	NOUN
fuelectenerg-10771	7	3	models	model	NOUN
fuelectenerg-10771	7	4	are	be	AUX
fuelectenerg-10771	7	5	applied	apply	VERB
fuelectenerg-10771	7	6	to	to	ADP
fuelectenerg-10771	7	7	the	the	DET
fuelectenerg-10771	7	8	dataset	dataset	NOUN
fuelectenerg-10771	7	9	for	for	ADP
fuelectenerg-10771	7	10	optimization	optimization	NOUN
fuelectenerg-10771	7	11	,	,	PUNCT
fuelectenerg-10771	7	12	and	and	CCONJ
fuelectenerg-10771	7	13	the	the	DET
fuelectenerg-10771	7	14	best	good	ADJ
fuelectenerg-10771	7	15	results	result	NOUN
fuelectenerg-10771	7	16	are	be	AUX
fuelectenerg-10771	7	17	obtained	obtain	VERB
fuelectenerg-10771	7	18	using	use	VERB
fuelectenerg-10771	7	19	a	a	DET
fuelectenerg-10771	7	20	random	random	ADJ
fuelectenerg-10771	7	21	forest	forest	NOUN
fuelectenerg-10771	7	22	regression	regression	NOUN
fuelectenerg-10771	7	23	model	model	NOUN
fuelectenerg-10771	7	24	with	with	ADP
fuelectenerg-10771	7	25	the	the	DET
fuelectenerg-10771	7	26	accuracy	accuracy	NOUN
fuelectenerg-10771	7	27	of	of	ADP
fuelectenerg-10771	7	28	97	97	NUM
fuelectenerg-10771	7	29	%	%	NOUN
fuelectenerg-10771	7	30	.	.	PUNCT
fuelectenerg-10771	8	1	additionally	additionally	ADV
fuelectenerg-10771	8	2	,	,	PUNCT
fuelectenerg-10771	8	3	the	the	DET
fuelectenerg-10771	8	4	effectiveness	effectiveness	NOUN
fuelectenerg-10771	8	5	of	of	ADP
fuelectenerg-10771	8	6	machine	machine	NOUN
fuelectenerg-10771	8	7	learning	learning	NOUN
fuelectenerg-10771	8	8	based	base	VERB
fuelectenerg-10771	8	9	antenna	antenna	NOUN
fuelectenerg-10771	8	10	design	design	NOUN
fuelectenerg-10771	8	11	is	be	AUX
fuelectenerg-10771	8	12	demonstrated	demonstrate	VERB
fuelectenerg-10771	8	13	through	through	ADP
fuelectenerg-10771	8	14	comparison	comparison	NOUN
fuelectenerg-10771	8	15	with	with	ADP
fuelectenerg-10771	8	16	conventional	conventional	ADJ
fuelectenerg-10771	8	17	design	design	NOUN
fuelectenerg-10771	8	18	methods	method	NOUN
fuelectenerg-10771	8	19	.	.	PUNCT
fuelectenerg-10771	9	1	key	key	ADJ
fuelectenerg-10771	9	2	words	word	NOUN
fuelectenerg-10771	9	3	:	:	PUNCT
fuelectenerg-10771	9	4	dielectric	dielectric	ADJ
fuelectenerg-10771	9	5	resonator	resonator	NOUN
fuelectenerg-10771	9	6	antenna	antenna	NOUN
fuelectenerg-10771	9	7	,	,	PUNCT
fuelectenerg-10771	9	8	machine	machine	NOUN
fuelectenerg-10771	9	9	learning	learning	NOUN
fuelectenerg-10771	9	10	,	,	PUNCT
fuelectenerg-10771	9	11	gaussian	gaussian	ADJ
fuelectenerg-10771	9	12	process	process	NOUN
fuelectenerg-10771	9	13	regression	regression	NOUN
fuelectenerg-10771	9	14	,	,	PUNCT
fuelectenerg-10771	9	15	anns	ann	NOUN
fuelectenerg-10771	9	16	,	,	PUNCT
fuelectenerg-10771	9	17	svm	svm	NOUN
fuelectenerg-10771	9	18	1	1	NUM
fuelectenerg-10771	9	19	.	.	PUNCT
fuelectenerg-10771	10	1	introduction	introduction	NOUN
fuelectenerg-10771	10	2	antenna	antenna	NOUN
fuelectenerg-10771	10	3	design	design	NOUN
fuelectenerg-10771	10	4	optimization	optimization	NOUN
fuelectenerg-10771	10	5	is	be	AUX
fuelectenerg-10771	10	6	a	a	DET
fuelectenerg-10771	10	7	topic	topic	NOUN
fuelectenerg-10771	10	8	that	that	PRON
fuelectenerg-10771	10	9	has	have	AUX
fuelectenerg-10771	10	10	received	receive	VERB
fuelectenerg-10771	10	11	a	a	DET
fuelectenerg-10771	10	12	lot	lot	NOUN
fuelectenerg-10771	10	13	of	of	ADP
fuelectenerg-10771	10	14	attention	attention	NOUN
fuelectenerg-10771	10	15	in	in	ADP
fuelectenerg-10771	10	16	previous	previous	ADJ
fuelectenerg-10771	10	17	few	few	ADJ
fuelectenerg-10771	10	18	years	year	NOUN
fuelectenerg-10771	10	19	.	.	PUNCT
fuelectenerg-10771	11	1	that	that	PRON
fuelectenerg-10771	11	2	is	be	AUX
fuelectenerg-10771	11	3	because	because	SCONJ
fuelectenerg-10771	11	4	methodologies	methodology	NOUN
fuelectenerg-10771	11	5	of	of	ADP
fuelectenerg-10771	11	6	conventional	conventional	ADJ
fuelectenerg-10771	11	7	antenna	antenna	NOUN
fuelectenerg-10771	11	8	design	design	NOUN
fuelectenerg-10771	11	9	are	be	AUX
fuelectenerg-10771	11	10	comprehensive	comprehensive	ADJ
fuelectenerg-10771	11	11	and	and	CCONJ
fuelectenerg-10771	11	12	do	do	AUX
fuelectenerg-10771	11	13	not	not	PART
fuelectenerg-10771	11	14	have	have	VERB
fuelectenerg-10771	11	15	any	any	DET
fuelectenerg-10771	11	16	guarantee	guarantee	NOUN
fuelectenerg-10771	11	17	of	of	ADP
fuelectenerg-10771	11	18	producing	produce	VERB
fuelectenerg-10771	11	19	effective	effective	ADJ
fuelectenerg-10771	11	20	results	result	NOUN
fuelectenerg-10771	11	21	because	because	SCONJ
fuelectenerg-10771	11	22	of	of	ADP
fuelectenerg-10771	11	23	the	the	DET
fuelectenerg-10771	11	24	complications	complication	NOUN
fuelectenerg-10771	11	25	of	of	ADP
fuelectenerg-10771	11	26	the	the	DET
fuelectenerg-10771	11	27	latest	late	ADJ
fuelectenerg-10771	11	28	antennas	antenna	NOUN
fuelectenerg-10771	11	29	fabrication	fabrication	NOUN
fuelectenerg-10771	11	30	and	and	CCONJ
fuelectenerg-10771	11	31	execution	execution	NOUN
fuelectenerg-10771	11	32	necessities	necessity	NOUN
fuelectenerg-10771	11	33	[	[	X
fuelectenerg-10771	11	34	1]-[3	1]-[3	NUM
fuelectenerg-10771	11	35	]	]	PUNCT
fuelectenerg-10771	11	36	.	.	PUNCT
fuelectenerg-10771	12	1	despite	despite	SCONJ
fuelectenerg-10771	12	2	the	the	DET
fuelectenerg-10771	12	3	fact	fact	NOUN
fuelectenerg-10771	12	4	that	that	SCONJ
fuelectenerg-10771	12	5	design	design	NOUN
fuelectenerg-10771	12	6	automation	automation	NOUN
fuelectenerg-10771	12	7	via	via	ADP
fuelectenerg-10771	12	8	optimization	optimization	NOUN
fuelectenerg-10771	12	9	goes	go	VERB
fuelectenerg-10771	12	10	with	with	ADP
fuelectenerg-10771	12	11	conventional	conventional	ADJ
fuelectenerg-10771	12	12	approaches	approach	NOUN
fuelectenerg-10771	12	13	of	of	ADP
fuelectenerg-10771	12	14	antenna	antenna	NOUN
fuelectenerg-10771	12	15	design	design	NOUN
fuelectenerg-10771	12	16	,	,	PUNCT
fuelectenerg-10771	12	17	optimization	optimization	NOUN
fuelectenerg-10771	12	18	of	of	ADP
fuelectenerg-10771	12	19	antenna	antenna	NOUN
fuelectenerg-10771	12	20	designs	design	NOUN
fuelectenerg-10771	12	21	has	have	VERB
fuelectenerg-10771	12	22	many	many	ADJ
fuelectenerg-10771	12	23	problems	problem	NOUN
fuelectenerg-10771	12	24	[	[	X
fuelectenerg-10771	12	25	3]-[5	3]-[5	X
fuelectenerg-10771	12	26	]	]	X
fuelectenerg-10771	12	27	.	.	PUNCT
fuelectenerg-10771	13	1	the	the	DET
fuelectenerg-10771	13	2	significant	significant	ADJ
fuelectenerg-10771	13	3	issues	issue	NOUN
fuelectenerg-10771	13	4	cover	cover	VERB
fuelectenerg-10771	13	5	the	the	DET
fuelectenerg-10771	13	6	received	receive	VERB
fuelectenerg-10771	13	7	may	may	PROPN
fuelectenerg-10771	13	8	18	18	NUM
fuelectenerg-10771	13	9	,	,	PUNCT
fuelectenerg-10771	13	10	2022	2022	NUM
fuelectenerg-10771	13	11	;	;	PUNCT
fuelectenerg-10771	13	12	revised	revise	VERB
fuelectenerg-10771	13	13	july	july	PROPN
fuelectenerg-10771	13	14	27	27	NUM
fuelectenerg-10771	13	15	,	,	PUNCT
fuelectenerg-10771	13	16	2022	2022	NUM
fuelectenerg-10771	13	17	;	;	PUNCT
fuelectenerg-10771	13	18	accepted	accept	VERB
fuelectenerg-10771	13	19	august	august	PROPN
fuelectenerg-10771	13	20	31	31	NUM
fuelectenerg-10771	13	21	,	,	PUNCT
fuelectenerg-10771	13	22	2022	2022	NUM
fuelectenerg-10771	13	23	corresponding	correspond	VERB
fuelectenerg-10771	13	24	author	author	NOUN
fuelectenerg-10771	13	25	:	:	PUNCT
fuelectenerg-10771	13	26	pinku	pinku	PROPN
fuelectenerg-10771	13	27	ranjan	ranjan	PROPN
fuelectenerg-10771	13	28	abv	abv	PROPN
fuelectenerg-10771	13	29	-	-	PROPN
fuelectenerg-10771	13	30	indian	indian	PROPN
fuelectenerg-10771	13	31	institute	institute	PROPN
fuelectenerg-10771	13	32	of	of	ADP
fuelectenerg-10771	13	33	information	information	NOUN
fuelectenerg-10771	13	34	technology	technology	NOUN
fuelectenerg-10771	13	35	and	and	CCONJ
fuelectenerg-10771	13	36	management	management	NOUN
fuelectenerg-10771	13	37	(	(	PUNCT
fuelectenerg-10771	13	38	iiitm	iiitm	PROPN
fuelectenerg-10771	13	39	)	)	PUNCT
fuelectenerg-10771	13	40	,	,	PUNCT
fuelectenerg-10771	13	41	gwalior	gwalior	PROPN
fuelectenerg-10771	13	42	,	,	PUNCT
fuelectenerg-10771	13	43	madhya	madhya	PROPN
fuelectenerg-10771	13	44	pradesh	pradesh	PROPN
fuelectenerg-10771	13	45	,	,	PUNCT
fuelectenerg-10771	13	46	india	india	PROPN
fuelectenerg-10771	13	47	e	e	PROPN
fuelectenerg-10771	13	48	-	-	NOUN
fuelectenerg-10771	13	49	mail	mail	NOUN
fuelectenerg-10771	13	50	:	:	PUNCT
fuelectenerg-10771	13	51	pinkuranjan@iiitm.ac.in	pinkuranjan@iiitm.ac.in	NOUN
fuelectenerg-10771	13	52	32	32	NUM
fuelectenerg-10771	13	53	p.	p.	NOUN
fuelectenerg-10771	13	54	ranjan	ranjan	PROPN
fuelectenerg-10771	13	55	,	,	PUNCT
fuelectenerg-10771	13	56	h.	h.	PROPN
fuelectenerg-10771	13	57	gupta	gupta	PROPN
fuelectenerg-10771	13	58	,	,	PUNCT
fuelectenerg-10771	13	59	s.yadav	s.yadav	NOUN
fuelectenerg-10771	13	60	,	,	PUNCT
fuelectenerg-10771	13	61	a.	a.	NOUN
fuelectenerg-10771	13	62	sharma	sharma	PROPN
fuelectenerg-10771	13	63	efficiency	efficiency	NOUN
fuelectenerg-10771	13	64	and	and	CCONJ
fuelectenerg-10771	13	65	optimization	optimization	NOUN
fuelectenerg-10771	13	66	capacity	capacity	NOUN
fuelectenerg-10771	13	67	of	of	ADP
fuelectenerg-10771	13	68	accessible	accessible	ADJ
fuelectenerg-10771	13	69	techniques	technique	NOUN
fuelectenerg-10771	13	70	to	to	PART
fuelectenerg-10771	13	71	address	address	VERB
fuelectenerg-10771	13	72	a	a	DET
fuelectenerg-10771	13	73	wide	wide	ADJ
fuelectenerg-10771	13	74	extent	extent	NOUN
fuelectenerg-10771	13	75	of	of	ADP
fuelectenerg-10771	13	76	antenna	antenna	NOUN
fuelectenerg-10771	13	77	design	design	NOUN
fuelectenerg-10771	13	78	issues	issue	NOUN
fuelectenerg-10771	13	79	thinking	think	VERB
fuelectenerg-10771	13	80	about	about	ADP
fuelectenerg-10771	13	81	the	the	DET
fuelectenerg-10771	13	82	developing	develop	VERB
fuelectenerg-10771	13	83	details	detail	NOUN
fuelectenerg-10771	13	84	of	of	ADP
fuelectenerg-10771	13	85	current	current	ADJ
fuelectenerg-10771	13	86	antennas	antenna	NOUN
fuelectenerg-10771	13	87	.	.	PUNCT
fuelectenerg-10771	14	1	the	the	DET
fuelectenerg-10771	14	2	methods	method	NOUN
fuelectenerg-10771	14	3	presented	present	VERB
fuelectenerg-10771	14	4	in	in	ADP
fuelectenerg-10771	14	5	this	this	DET
fuelectenerg-10771	14	6	report	report	NOUN
fuelectenerg-10771	14	7	can	can	AUX
fuelectenerg-10771	14	8	have	have	VERB
fuelectenerg-10771	14	9	an	an	DET
fuelectenerg-10771	14	10	effect	effect	NOUN
fuelectenerg-10771	14	11	on	on	ADP
fuelectenerg-10771	14	12	the	the	DET
fuelectenerg-10771	14	13	upcoming	upcoming	ADJ
fuelectenerg-10771	14	14	development	development	NOUN
fuelectenerg-10771	14	15	of	of	ADP
fuelectenerg-10771	14	16	antennas	antenna	NOUN
fuelectenerg-10771	14	17	for	for	ADP
fuelectenerg-10771	14	18	an	an	DET
fuelectenerg-10771	14	19	abundance	abundance	NOUN
fuelectenerg-10771	14	20	of	of	ADP
fuelectenerg-10771	14	21	applications	application	NOUN
fuelectenerg-10771	14	22	.	.	PUNCT
fuelectenerg-10771	15	1	the	the	DET
fuelectenerg-10771	15	2	frequencies	frequency	NOUN
fuelectenerg-10771	15	3	which	which	PRON
fuelectenerg-10771	15	4	are	be	AUX
fuelectenerg-10771	15	5	in	in	ADP
fuelectenerg-10771	15	6	the	the	DET
fuelectenerg-10771	15	7	microwave	microwave	NOUN
fuelectenerg-10771	15	8	range	range	NOUN
fuelectenerg-10771	15	9	of	of	ADP
fuelectenerg-10771	15	10	their	their	PRON
fuelectenerg-10771	15	11	measurements	measurement	NOUN
fuelectenerg-10771	15	12	of	of	ADP
fuelectenerg-10771	15	13	current	current	ADJ
fuelectenerg-10771	15	14	(	(	PUNCT
fuelectenerg-10771	15	15	i	i	NOUN
fuelectenerg-10771	15	16	)	)	PUNCT
fuelectenerg-10771	15	17	and	and	CCONJ
fuelectenerg-10771	15	18	voltage	voltage	NOUN
fuelectenerg-10771	15	19	(	(	PUNCT
fuelectenerg-10771	15	20	v	v	NOUN
fuelectenerg-10771	15	21	)	)	PUNCT
fuelectenerg-10771	15	22	become	become	VERB
fuelectenerg-10771	15	23	very	very	ADV
fuelectenerg-10771	15	24	difficult	difficult	ADJ
fuelectenerg-10771	15	25	[	[	X
fuelectenerg-10771	15	26	6]-[8	6]-[8	NOUN
fuelectenerg-10771	15	27	]	]	X
fuelectenerg-10771	15	28	.	.	PUNCT
fuelectenerg-10771	16	1	at	at	ADP
fuelectenerg-10771	16	2	higher	high	ADJ
fuelectenerg-10771	16	3	frequencies	frequency	NOUN
fuelectenerg-10771	16	4	,	,	PUNCT
fuelectenerg-10771	16	5	we	we	PRON
fuelectenerg-10771	16	6	do	do	AUX
fuelectenerg-10771	16	7	not	not	PART
fuelectenerg-10771	16	8	measure	measure	VERB
fuelectenerg-10771	16	9	current	current	ADJ
fuelectenerg-10771	16	10	or	or	CCONJ
fuelectenerg-10771	16	11	voltage	voltage	NOUN
fuelectenerg-10771	16	12	.	.	PUNCT
fuelectenerg-10771	17	1	it	it	PRON
fuelectenerg-10771	17	2	is	be	AUX
fuelectenerg-10771	17	3	preferred	prefer	VERB
fuelectenerg-10771	17	4	to	to	PART
fuelectenerg-10771	17	5	measure	measure	VERB
fuelectenerg-10771	17	6	power	power	NOUN
fuelectenerg-10771	17	7	.	.	PUNCT
fuelectenerg-10771	18	1	as	as	SCONJ
fuelectenerg-10771	18	2	it	it	PRON
fuelectenerg-10771	18	3	goes	go	VERB
fuelectenerg-10771	18	4	to	to	ADP
fuelectenerg-10771	18	5	higher	high	ADJ
fuelectenerg-10771	18	6	microwave	microwave	NOUN
fuelectenerg-10771	18	7	frequencies	frequency	NOUN
fuelectenerg-10771	18	8	,	,	PUNCT
fuelectenerg-10771	18	9	it	it	PRON
fuelectenerg-10771	18	10	is	be	AUX
fuelectenerg-10771	18	11	hard	hard	ADJ
fuelectenerg-10771	18	12	to	to	PART
fuelectenerg-10771	18	13	carry	carry	VERB
fuelectenerg-10771	18	14	out	out	ADP
fuelectenerg-10771	18	15	the	the	DET
fuelectenerg-10771	18	16	short	short	ADJ
fuelectenerg-10771	18	17	circuit	circuit	NOUN
fuelectenerg-10771	18	18	and	and	CCONJ
fuelectenerg-10771	18	19	open	open	ADJ
fuelectenerg-10771	18	20	circuit	circuit	NOUN
fuelectenerg-10771	18	21	for	for	ADP
fuelectenerg-10771	18	22	the	the	DET
fuelectenerg-10771	18	23	ac	ac	PROPN
fuelectenerg-10771	18	24	signals	signal	NOUN
fuelectenerg-10771	18	25	over	over	ADP
fuelectenerg-10771	18	26	the	the	DET
fuelectenerg-10771	18	27	broad	broad	ADJ
fuelectenerg-10771	18	28	bandwidth	bandwidth	NOUN
fuelectenerg-10771	18	29	.	.	PUNCT
fuelectenerg-10771	19	1	to	to	PART
fuelectenerg-10771	19	2	control	control	VERB
fuelectenerg-10771	19	3	this	this	DET
fuelectenerg-10771	19	4	problem	problem	NOUN
fuelectenerg-10771	19	5	,	,	PUNCT
fuelectenerg-10771	19	6	at	at	ADP
fuelectenerg-10771	19	7	the	the	DET
fuelectenerg-10771	19	8	microwave	microwave	NOUN
fuelectenerg-10771	19	9	range	range	NOUN
fuelectenerg-10771	19	10	,	,	PUNCT
fuelectenerg-10771	19	11	we	we	PRON
fuelectenerg-10771	19	12	use	use	VERB
fuelectenerg-10771	19	13	s	s	PART
fuelectenerg-10771	19	14	parameters	parameter	NOUN
fuelectenerg-10771	19	15	.	.	PUNCT
fuelectenerg-10771	20	1	s	s	PART
fuelectenerg-10771	20	2	parameters	parameter	NOUN
fuelectenerg-10771	20	3	are	be	AUX
fuelectenerg-10771	20	4	stated	state	VERB
fuelectenerg-10771	20	5	in	in	ADP
fuelectenerg-10771	20	6	terms	term	NOUN
fuelectenerg-10771	20	7	of	of	ADP
fuelectenerg-10771	20	8	incident	incident	NOUN
fuelectenerg-10771	20	9	and	and	CCONJ
fuelectenerg-10771	20	10	reflected	reflect	VERB
fuelectenerg-10771	20	11	traveling	travel	VERB
fuelectenerg-10771	20	12	waves	wave	NOUN
fuelectenerg-10771	20	13	.	.	PUNCT
fuelectenerg-10771	21	1	they	they	PRON
fuelectenerg-10771	21	2	are	be	AUX
fuelectenerg-10771	21	3	easy	easy	ADJ
fuelectenerg-10771	21	4	to	to	PART
fuelectenerg-10771	21	5	use	use	VERB
fuelectenerg-10771	21	6	in	in	ADP
fuelectenerg-10771	21	7	the	the	DET
fuelectenerg-10771	21	8	analysis	analysis	NOUN
fuelectenerg-10771	21	9	.	.	PUNCT
fuelectenerg-10771	22	1	s	s	PART
fuelectenerg-10771	22	2	parameters	parameter	NOUN
fuelectenerg-10771	22	3	can	can	AUX
fuelectenerg-10771	22	4	simply	simply	ADV
fuelectenerg-10771	22	5	be	be	AUX
fuelectenerg-10771	22	6	measured	measure	VERB
fuelectenerg-10771	22	7	using	use	VERB
fuelectenerg-10771	22	8	network	network	NOUN
fuelectenerg-10771	22	9	analyzers	analyzer	NOUN
fuelectenerg-10771	22	10	the	the	DET
fuelectenerg-10771	22	11	acceptances	acceptance	NOUN
fuelectenerg-10771	22	12	of	of	ADP
fuelectenerg-10771	22	13	the	the	DET
fuelectenerg-10771	22	14	use	use	NOUN
fuelectenerg-10771	22	15	of	of	ADP
fuelectenerg-10771	22	16	such	such	ADJ
fuelectenerg-10771	22	17	parameters	parameter	NOUN
fuelectenerg-10771	22	18	have	have	AUX
fuelectenerg-10771	22	19	been	be	AUX
fuelectenerg-10771	22	20	growing	grow	VERB
fuelectenerg-10771	22	21	rapidly	rapidly	ADV
fuelectenerg-10771	22	22	[	[	X
fuelectenerg-10771	22	23	8	8	NUM
fuelectenerg-10771	22	24	]	]	PUNCT
fuelectenerg-10771	22	25	.	.	PUNCT
fuelectenerg-10771	23	1	s	s	NOUN
fuelectenerg-10771	23	2	-	-	NOUN
fuelectenerg-10771	23	3	parameters	parameter	NOUN
fuelectenerg-10771	23	4	are	be	AUX
fuelectenerg-10771	23	5	a	a	DET
fuelectenerg-10771	23	6	complex	complex	ADJ
fuelectenerg-10771	23	7	matrix	matrix	NOUN
fuelectenerg-10771	23	8	that	that	PRON
fuelectenerg-10771	23	9	shows	show	VERB
fuelectenerg-10771	23	10	reflection	reflection	NOUN
fuelectenerg-10771	23	11	/	/	SYM
fuelectenerg-10771	23	12	transmission	transmission	NOUN
fuelectenerg-10771	23	13	characteristics	characteristic	NOUN
fuelectenerg-10771	23	14	(	(	PUNCT
fuelectenerg-10771	23	15	phase	phase	NOUN
fuelectenerg-10771	23	16	/	/	SYM
fuelectenerg-10771	23	17	amplitude	amplitude	NOUN
fuelectenerg-10771	23	18	)	)	PUNCT
fuelectenerg-10771	23	19	in	in	ADP
fuelectenerg-10771	23	20	the	the	DET
fuelectenerg-10771	23	21	frequency	frequency	NOUN
fuelectenerg-10771	23	22	domain	domain	NOUN
fuelectenerg-10771	23	23	.	.	PUNCT
fuelectenerg-10771	24	1	there	there	PRON
fuelectenerg-10771	24	2	are	be	VERB
fuelectenerg-10771	24	3	various	various	ADJ
fuelectenerg-10771	24	4	parameters	parameter	NOUN
fuelectenerg-10771	24	5	on	on	ADP
fuelectenerg-10771	24	6	which	which	PRON
fuelectenerg-10771	24	7	this	this	DET
fuelectenerg-10771	24	8	parameter	parameter	NOUN
fuelectenerg-10771	24	9	depends	depend	VERB
fuelectenerg-10771	24	10	,	,	PUNCT
fuelectenerg-10771	24	11	such	such	ADJ
fuelectenerg-10771	24	12	as	as	ADP
fuelectenerg-10771	24	13	frequency	frequency	NOUN
fuelectenerg-10771	24	14	bandwidth	bandwidth	NOUN
fuelectenerg-10771	24	15	,	,	PUNCT
fuelectenerg-10771	24	16	return	return	VERB
fuelectenerg-10771	24	17	loss	loss	NOUN
fuelectenerg-10771	24	18	and	and	CCONJ
fuelectenerg-10771	24	19	radiation	radiation	NOUN
fuelectenerg-10771	24	20	pattern	pattern	NOUN
fuelectenerg-10771	24	21	[	[	X
fuelectenerg-10771	24	22	9]-[11	9]-[11	NUM
fuelectenerg-10771	24	23	]	]	X
fuelectenerg-10771	24	24	.	.	PUNCT
fuelectenerg-10771	25	1	some	some	DET
fuelectenerg-10771	25	2	academics	academic	NOUN
fuelectenerg-10771	25	3	have	have	AUX
fuelectenerg-10771	25	4	concentrated	concentrate	VERB
fuelectenerg-10771	25	5	on	on	ADP
fuelectenerg-10771	25	6	this	this	DET
fuelectenerg-10771	25	7	issue	issue	NOUN
fuelectenerg-10771	25	8	and	and	CCONJ
fuelectenerg-10771	25	9	forecast	forecast	NOUN
fuelectenerg-10771	25	10	antenna	antenna	NOUN
fuelectenerg-10771	25	11	performance	performance	NOUN
fuelectenerg-10771	25	12	using	use	VERB
fuelectenerg-10771	25	13	various	various	ADJ
fuelectenerg-10771	25	14	ml	ml	NOUN
fuelectenerg-10771	25	15	techniques	technique	NOUN
fuelectenerg-10771	25	16	in	in	ADP
fuelectenerg-10771	25	17	the	the	DET
fuelectenerg-10771	25	18	open	open	ADJ
fuelectenerg-10771	25	19	literature	literature	NOUN
fuelectenerg-10771	25	20	.	.	PUNCT
fuelectenerg-10771	26	1	sharma	sharma	PROPN
fuelectenerg-10771	26	2	et.al	et.al	PROPN
fuelectenerg-10771	26	3	.	.	PROPN
fuelectenerg-10771	26	4	suggested	suggest	VERB
fuelectenerg-10771	26	5	using	use	VERB
fuelectenerg-10771	26	6	lasso	lasso	NOUN
fuelectenerg-10771	26	7	(	(	PUNCT
fuelectenerg-10771	26	8	least	least	ADJ
fuelectenerg-10771	26	9	absolute	absolute	ADJ
fuelectenerg-10771	26	10	shrinkage	shrinkage	NOUN
fuelectenerg-10771	26	11	and	and	CCONJ
fuelectenerg-10771	26	12	selection	selection	NOUN
fuelectenerg-10771	26	13	operator	operator	NOUN
fuelectenerg-10771	26	14	)	)	PUNCT
fuelectenerg-10771	26	15	,	,	PUNCT
fuelectenerg-10771	26	16	ann	ann	PROPN
fuelectenerg-10771	26	17	,	,	PUNCT
fuelectenerg-10771	26	18	and	and	CCONJ
fuelectenerg-10771	26	19	knn	knn	PROPN
fuelectenerg-10771	26	20	approaches	approach	NOUN
fuelectenerg-10771	26	21	to	to	PART
fuelectenerg-10771	26	22	optimize	optimize	VERB
fuelectenerg-10771	26	23	a	a	DET
fuelectenerg-10771	26	24	tshaped	tshape	VERB
fuelectenerg-10771	26	25	monopole	monopole	NOUN
fuelectenerg-10771	26	26	.	.	PUNCT
fuelectenerg-10771	27	1	to	to	PART
fuelectenerg-10771	27	2	train	train	VERB
fuelectenerg-10771	27	3	the	the	DET
fuelectenerg-10771	27	4	model	model	NOUN
fuelectenerg-10771	27	5	at	at	ADP
fuelectenerg-10771	27	6	two	two	NUM
fuelectenerg-10771	27	7	separate	separate	ADJ
fuelectenerg-10771	27	8	frequency	frequency	NOUN
fuelectenerg-10771	27	9	bands	band	NOUN
fuelectenerg-10771	27	10	,	,	PUNCT
fuelectenerg-10771	27	11	2.5	2.5	NUM
fuelectenerg-10771	27	12	ghz	ghz	NOUN
fuelectenerg-10771	27	13	and	and	CCONJ
fuelectenerg-10771	27	14	5.5	5.5	NUM
fuelectenerg-10771	27	15	ghz	ghz	NOUN
fuelectenerg-10771	27	16	,	,	PUNCT
fuelectenerg-10771	27	17	450	450	NUM
fuelectenerg-10771	27	18	data	datum	NOUN
fuelectenerg-10771	27	19	set	set	VERB
fuelectenerg-10771	27	20	points	point	NOUN
fuelectenerg-10771	27	21	were	be	AUX
fuelectenerg-10771	27	22	collected	collect	VERB
fuelectenerg-10771	27	23	[	[	X
fuelectenerg-10771	27	24	12	12	NUM
fuelectenerg-10771	27	25	]	]	PUNCT
fuelectenerg-10771	27	26	.	.	PUNCT
fuelectenerg-10771	28	1	gao	gao	PROPN
fuelectenerg-10771	28	2	et	et	PROPN
fuelectenerg-10771	28	3	al	al	PROPN
fuelectenerg-10771	28	4	.	.	PROPN
fuelectenerg-10771	28	5	optimized	optimize	VERB
fuelectenerg-10771	28	6	the	the	DET
fuelectenerg-10771	28	7	yagi	yagi	ADJ
fuelectenerg-10771	28	8	uda	uda	NOUN
fuelectenerg-10771	28	9	,	,	PUNCT
fuelectenerg-10771	28	10	shaped	shape	VERB
fuelectenerg-10771	28	11	printed	print	VERB
fuelectenerg-10771	28	12	antenna	antenna	NOUN
fuelectenerg-10771	28	13	,	,	PUNCT
fuelectenerg-10771	28	14	and	and	CCONJ
fuelectenerg-10771	28	15	dual	dual	ADJ
fuelectenerg-10771	28	16	-	-	PUNCT
fuelectenerg-10771	28	17	mode	mode	NOUN
fuelectenerg-10771	28	18	printed	print	VERB
fuelectenerg-10771	28	19	antenna	antenna	NOUN
fuelectenerg-10771	28	20	using	use	VERB
fuelectenerg-10771	28	21	the	the	DET
fuelectenerg-10771	28	22	gaussian	gaussian	ADJ
fuelectenerg-10771	28	23	process	process	NOUN
fuelectenerg-10771	28	24	and	and	CCONJ
fuelectenerg-10771	28	25	support	support	VERB
fuelectenerg-10771	28	26	vector	vector	NOUN
fuelectenerg-10771	28	27	machines	machine	NOUN
fuelectenerg-10771	28	28	[	[	X
fuelectenerg-10771	28	29	13	13	NUM
fuelectenerg-10771	28	30	]	]	PUNCT
fuelectenerg-10771	28	31	.	.	PUNCT
fuelectenerg-10771	29	1	j.	j.	PROPN
fuelectenerg-10771	29	2	p.	p.	PROPN
fuelectenerg-10771	29	3	jacobs	jacobs	PROPN
fuelectenerg-10771	29	4	suggested	suggest	VERB
fuelectenerg-10771	29	5	using	use	VERB
fuelectenerg-10771	29	6	ml	ml	ADP
fuelectenerg-10771	29	7	techniques	technique	NOUN
fuelectenerg-10771	29	8	based	base	VERB
fuelectenerg-10771	29	9	on	on	ADP
fuelectenerg-10771	29	10	gaussian	gaussian	ADJ
fuelectenerg-10771	29	11	process	process	NOUN
fuelectenerg-10771	29	12	regression	regression	NOUN
fuelectenerg-10771	29	13	to	to	PART
fuelectenerg-10771	29	14	optimize	optimize	VERB
fuelectenerg-10771	29	15	a	a	DET
fuelectenerg-10771	29	16	u	u	NOUN
fuelectenerg-10771	29	17	-	-	ADJ
fuelectenerg-10771	29	18	shaped	shape	VERB
fuelectenerg-10771	29	19	slot	slot	NOUN
fuelectenerg-10771	29	20	-	-	PUNCT
fuelectenerg-10771	29	21	loaded	load	VERB
fuelectenerg-10771	29	22	microstrip	microstrip	NOUN
fuelectenerg-10771	29	23	antenna	antenna	NOUN
fuelectenerg-10771	29	24	.	.	PUNCT
fuelectenerg-10771	30	1	the	the	DET
fuelectenerg-10771	30	2	aforementioned	aforementioned	ADJ
fuelectenerg-10771	30	3	antenna	antenna	NOUN
fuelectenerg-10771	30	4	is	be	AUX
fuelectenerg-10771	30	5	compatible	compatible	ADJ
fuelectenerg-10771	30	6	with	with	ADP
fuelectenerg-10771	30	7	both	both	DET
fuelectenerg-10771	30	8	2.75	2.75	NUM
fuelectenerg-10771	30	9	ghz	ghz	NOUN
fuelectenerg-10771	30	10	and	and	CCONJ
fuelectenerg-10771	30	11	3.75	3.75	NUM
fuelectenerg-10771	30	12	ghz	ghz	NOUN
fuelectenerg-10771	30	13	frequency	frequency	NOUN
fuelectenerg-10771	30	14	bands	band	NOUN
fuelectenerg-10771	30	15	[	[	X
fuelectenerg-10771	30	16	14	14	NUM
fuelectenerg-10771	30	17	]	]	PUNCT
fuelectenerg-10771	30	18	.	.	PUNCT
fuelectenerg-10771	31	1	this	this	DET
fuelectenerg-10771	31	2	paper	paper	NOUN
fuelectenerg-10771	31	3	deals	deal	NOUN
fuelectenerg-10771	31	4	with	with	ADP
fuelectenerg-10771	31	5	hybrid	hybrid	ADJ
fuelectenerg-10771	31	6	antennas	antenna	NOUN
fuelectenerg-10771	31	7	that	that	PRON
fuelectenerg-10771	31	8	combine	combine	VERB
fuelectenerg-10771	31	9	passive	passive	ADJ
fuelectenerg-10771	31	10	and	and	CCONJ
fuelectenerg-10771	31	11	active	active	ADJ
fuelectenerg-10771	31	12	architecture	architecture	NOUN
fuelectenerg-10771	31	13	and	and	CCONJ
fuelectenerg-10771	31	14	its	its	PRON
fuelectenerg-10771	31	15	optimization	optimization	NOUN
fuelectenerg-10771	31	16	using	use	VERB
fuelectenerg-10771	31	17	different	different	ADJ
fuelectenerg-10771	31	18	machine	machine	NOUN
fuelectenerg-10771	31	19	learning	learn	VERB
fuelectenerg-10771	31	20	techniques	technique	NOUN
fuelectenerg-10771	31	21	.	.	PUNCT
fuelectenerg-10771	32	1	hybrid	hybrid	ADJ
fuelectenerg-10771	32	2	antennas	antenna	NOUN
fuelectenerg-10771	32	3	are	be	AUX
fuelectenerg-10771	32	4	widely	widely	ADV
fuelectenerg-10771	32	5	used	use	VERB
fuelectenerg-10771	32	6	antennas	antenna	NOUN
fuelectenerg-10771	32	7	with	with	ADP
fuelectenerg-10771	32	8	important	important	ADJ
fuelectenerg-10771	32	9	applications	application	NOUN
fuelectenerg-10771	32	10	including	include	VERB
fuelectenerg-10771	32	11	radar	radar	NOUN
fuelectenerg-10771	32	12	display	display	NOUN
fuelectenerg-10771	32	13	control	control	NOUN
fuelectenerg-10771	32	14	systems	system	NOUN
fuelectenerg-10771	32	15	for	for	ADP
fuelectenerg-10771	32	16	managing	manage	VERB
fuelectenerg-10771	32	17	self	self	NOUN
fuelectenerg-10771	32	18	-	-	PUNCT
fuelectenerg-10771	32	19	driving	drive	VERB
fuelectenerg-10771	32	20	cars	car	NOUN
fuelectenerg-10771	32	21	,	,	PUNCT
fuelectenerg-10771	32	22	or	or	CCONJ
fuelectenerg-10771	32	23	automated	automate	VERB
fuelectenerg-10771	32	24	equipment	equipment	NOUN
fuelectenerg-10771	32	25	control	control	NOUN
fuelectenerg-10771	32	26	systems	system	NOUN
fuelectenerg-10771	32	27	using	use	VERB
fuelectenerg-10771	32	28	radar	radar	NOUN
fuelectenerg-10771	32	29	signal	signal	NOUN
fuelectenerg-10771	32	30	inputs	input	NOUN
fuelectenerg-10771	32	31	.	.	PUNCT
fuelectenerg-10771	33	1	2	2	X
fuelectenerg-10771	33	2	.	.	X
fuelectenerg-10771	33	3	background	background	NOUN
fuelectenerg-10771	33	4	2.1	2.1	NUM
fuelectenerg-10771	33	5	.	.	PUNCT
fuelectenerg-10771	34	1	artificial	artificial	ADJ
fuelectenerg-10771	34	2	neural	neural	ADJ
fuelectenerg-10771	34	3	network	network	NOUN
fuelectenerg-10771	34	4	anns	ann	NOUN
fuelectenerg-10771	34	5	were	be	AUX
fuelectenerg-10771	34	6	acquainted	acquaint	VERB
fuelectenerg-10771	34	7	with	with	ADP
fuelectenerg-10771	34	8	the	the	DET
fuelectenerg-10771	34	9	em	em	PROPN
fuelectenerg-10771	34	10	field	field	NOUN
fuelectenerg-10771	34	11	and	and	CCONJ
fuelectenerg-10771	34	12	microwave	microwave	NOUN
fuelectenerg-10771	34	13	designing	designing	NOUN
fuelectenerg-10771	34	14	during	during	ADP
fuelectenerg-10771	34	15	the	the	DET
fuelectenerg-10771	34	16	1990s	1990	NOUN
fuelectenerg-10771	34	17	[	[	X
fuelectenerg-10771	34	18	15	15	NUM
fuelectenerg-10771	34	19	]	]	PUNCT
fuelectenerg-10771	34	20	.	.	PUNCT
fuelectenerg-10771	35	1	artificial	artificial	ADJ
fuelectenerg-10771	35	2	neural	neural	ADJ
fuelectenerg-10771	35	3	networks	network	NOUN
fuelectenerg-10771	35	4	have	have	AUX
fuelectenerg-10771	35	5	discovered	discover	VERB
fuelectenerg-10771	35	6	applications	application	NOUN
fuelectenerg-10771	35	7	in	in	ADP
fuelectenerg-10771	35	8	antennas	antenna	NOUN
fuelectenerg-10771	35	9	,	,	PUNCT
fuelectenerg-10771	35	10	design	design	NOUN
fuelectenerg-10771	35	11	of	of	ADP
fuelectenerg-10771	35	12	radar	radar	NOUN
fuelectenerg-10771	35	13	circuit	circuit	NOUN
fuelectenerg-10771	35	14	,	,	PUNCT
fuelectenerg-10771	35	15	remote	remote	ADJ
fuelectenerg-10771	35	16	sensing	sensing	NOUN
fuelectenerg-10771	35	17	,	,	PUNCT
fuelectenerg-10771	35	18	measurement	measurement	NOUN
fuelectenerg-10771	35	19	difficulties	difficulty	NOUN
fuelectenerg-10771	35	20	and	and	CCONJ
fuelectenerg-10771	35	21	various	various	ADJ
fuelectenerg-10771	35	22	fields	field	NOUN
fuelectenerg-10771	35	23	.	.	PUNCT
fuelectenerg-10771	36	1	neural	neural	ADJ
fuelectenerg-10771	36	2	networks	network	NOUN
fuelectenerg-10771	36	3	intended	intend	VERB
fuelectenerg-10771	36	4	to	to	PART
fuelectenerg-10771	36	5	demonstrate	demonstrate	VERB
fuelectenerg-10771	36	6	the	the	DET
fuelectenerg-10771	36	7	manner	manner	NOUN
fuelectenerg-10771	36	8	by	by	ADP
fuelectenerg-10771	36	9	which	which	PRON
fuelectenerg-10771	36	10	the	the	DET
fuelectenerg-10771	36	11	individual	individual	ADJ
fuelectenerg-10771	36	12	mind	mind	NOUN
fuelectenerg-10771	36	13	plays	play	VERB
fuelectenerg-10771	36	14	out	out	ADP
fuelectenerg-10771	36	15	a	a	DET
fuelectenerg-10771	36	16	specific	specific	ADJ
fuelectenerg-10771	36	17	undertaking	undertaking	NOUN
fuelectenerg-10771	36	18	.	.	PUNCT
fuelectenerg-10771	37	1	an	an	DET
fuelectenerg-10771	37	2	overall	overall	ADJ
fuelectenerg-10771	37	3	meaning	meaning	NOUN
fuelectenerg-10771	37	4	of	of	ADP
fuelectenerg-10771	37	5	a	a	DET
fuelectenerg-10771	37	6	neural	neural	ADJ
fuelectenerg-10771	37	7	network	network	NOUN
fuelectenerg-10771	37	8	is	be	AUX
fuelectenerg-10771	37	9	given	give	VERB
fuelectenerg-10771	37	10	as	as	ADP
fuelectenerg-10771	37	11	massive	massive	ADJ
fuelectenerg-10771	37	12	.	.	PUNCT
fuelectenerg-10771	38	1	in	in	ADP
fuelectenerg-10771	38	2	the	the	DET
fuelectenerg-10771	38	3	late	late	ADJ
fuelectenerg-10771	38	4	twentieth	twentieth	ADJ
fuelectenerg-10771	38	5	century	century	NOUN
fuelectenerg-10771	38	6	,	,	PUNCT
fuelectenerg-10771	38	7	anns	ann	NOUN
fuelectenerg-10771	38	8	were	be	AUX
fuelectenerg-10771	38	9	first	first	ADV
fuelectenerg-10771	38	10	acquainted	acquaint	VERB
fuelectenerg-10771	38	11	with	with	ADP
fuelectenerg-10771	38	12	mimo	mimo	PROPN
fuelectenerg-10771	38	13	antennas	antennas	PROPN
fuelectenerg-10771	38	14	.	.	PUNCT
fuelectenerg-10771	39	1	ann	ann	PROPN
fuelectenerg-10771	39	2	was	be	AUX
fuelectenerg-10771	39	3	used	use	VERB
fuelectenerg-10771	39	4	to	to	PART
fuelectenerg-10771	39	5	transform	transform	VERB
fuelectenerg-10771	39	6	the	the	DET
fuelectenerg-10771	39	7	design	design	NOUN
fuelectenerg-10771	39	8	parameters	parameter	NOUN
fuelectenerg-10771	39	9	,	,	PUNCT
fuelectenerg-10771	39	10	including	include	VERB
fuelectenerg-10771	39	11	the	the	DET
fuelectenerg-10771	39	12	dielectric	dielectric	ADJ
fuelectenerg-10771	39	13	constant	constant	ADJ
fuelectenerg-10771	39	14	,	,	PUNCT
fuelectenerg-10771	39	15	and	and	CCONJ
fuelectenerg-10771	39	16	antenna	antenna	NOUN
fuelectenerg-10771	39	17	’s	’s	PART
fuelectenerg-10771	39	18	dimensions	dimension	NOUN
fuelectenerg-10771	39	19	.	.	PUNCT
fuelectenerg-10771	40	1	as	as	ADP
fuelectenerg-10771	40	2	of	of	ADP
fuelectenerg-10771	40	3	late	late	ADJ
fuelectenerg-10771	40	4	,	,	PUNCT
fuelectenerg-10771	40	5	anns	ann	NOUN
fuelectenerg-10771	40	6	include	include	VERB
fuelectenerg-10771	40	7	many	many	ADJ
fuelectenerg-10771	40	8	hidden	hidden	ADJ
fuelectenerg-10771	40	9	layers	layer	NOUN
fuelectenerg-10771	40	10	,	,	PUNCT
fuelectenerg-10771	40	11	which	which	PRON
fuelectenerg-10771	40	12	are	be	AUX
fuelectenerg-10771	40	13	generally	generally	ADV
fuelectenerg-10771	40	14	alluded	allude	VERB
fuelectenerg-10771	40	15	to	to	ADP
fuelectenerg-10771	40	16	as	as	ADP
fuelectenerg-10771	40	17	deep	deep	ADJ
fuelectenerg-10771	40	18	neural	neural	ADJ
fuelectenerg-10771	40	19	networks	network	NOUN
fuelectenerg-10771	40	20	(	(	PUNCT
fuelectenerg-10771	40	21	dnns	dnn	NOUN
fuelectenerg-10771	40	22	)	)	PUNCT
fuelectenerg-10771	40	23	or	or	CCONJ
fuelectenerg-10771	40	24	deep	deep	ADJ
fuelectenerg-10771	40	25	learning	learning	NOUN
fuelectenerg-10771	40	26	,	,	PUNCT
fuelectenerg-10771	40	27	that	that	PRON
fuelectenerg-10771	40	28	have	have	AUX
fuelectenerg-10771	40	29	been	be	AUX
fuelectenerg-10771	40	30	presented	present	VERB
fuelectenerg-10771	40	31	to	to	PART
fuelectenerg-10771	40	32	solve	solve	VERB
fuelectenerg-10771	40	33	antenna	antenna	NOUN
fuelectenerg-10771	40	34	parameter	parameter	NOUN
fuelectenerg-10771	40	35	and	and	CCONJ
fuelectenerg-10771	40	36	problems	problem	NOUN
fuelectenerg-10771	40	37	of	of	ADP
fuelectenerg-10771	40	38	optimization	optimization	NOUN
fuelectenerg-10771	40	39	.	.	PUNCT
fuelectenerg-10771	41	1	the	the	DET
fuelectenerg-10771	41	2	output	output	NOUN
fuelectenerg-10771	41	3	in	in	ADP
fuelectenerg-10771	41	4	ann	ann	PROPN
fuelectenerg-10771	41	5	can	can	AUX
fuelectenerg-10771	41	6	be	be	AUX
fuelectenerg-10771	41	7	predicted	predict	VERB
fuelectenerg-10771	41	8	as	as	SCONJ
fuelectenerg-10771	41	9	follows	follow	VERB
fuelectenerg-10771	41	10	:	:	PUNCT
fuelectenerg-10771	42	1	y	y	NOUN
fuelectenerg-10771	42	2	=	=	PUNCT
fuelectenerg-10771	42	3	xinput	xinput	PROPN
fuelectenerg-10771	42	4	*	*	PUNCT
fuelectenerg-10771	42	5	weights	weight	NOUN
fuelectenerg-10771	42	6	+	+	CCONJ
fuelectenerg-10771	42	7	b(bias	b(bia	NOUN
fuelectenerg-10771	42	8	)	)	PUNCT
fuelectenerg-10771	42	9	(	(	PUNCT
fuelectenerg-10771	42	10	1	1	X
fuelectenerg-10771	42	11	)	)	PUNCT
fuelectenerg-10771	42	12	yfinal	yfinal	NOUN
fuelectenerg-10771	42	13	=	=	SYM
fuelectenerg-10771	42	14	(	(	PUNCT
fuelectenerg-10771	42	15	x1	x1	PROPN
fuelectenerg-10771	42	16	*	*	PROPN
fuelectenerg-10771	42	17	w1	w1	NOUN
fuelectenerg-10771	42	18	)	)	PUNCT
fuelectenerg-10771	43	1	+	+	CCONJ
fuelectenerg-10771	43	2	(	(	PUNCT
fuelectenerg-10771	43	3	x2	x2	PROPN
fuelectenerg-10771	43	4	*	*	PUNCT
fuelectenerg-10771	43	5	w2	w2	PROPN
fuelectenerg-10771	43	6	)	)	PUNCT
fuelectenerg-10771	44	1	+	+	CCONJ
fuelectenerg-10771	44	2	…	…	PUNCT
fuelectenerg-10771	44	3	.	.	PUNCT
fuelectenerg-10771	45	1	+	+	CCONJ
fuelectenerg-10771	45	2	(	(	PUNCT
fuelectenerg-10771	45	3	xn	xn	PROPN
fuelectenerg-10771	45	4	*	*	PUNCT
fuelectenerg-10771	45	5	wn	wn	PROPN
fuelectenerg-10771	45	6	)	)	PUNCT
fuelectenerg-10771	45	7	(	(	PUNCT
fuelectenerg-10771	45	8	2	2	X
fuelectenerg-10771	45	9	)	)	PUNCT
fuelectenerg-10771	45	10	machine	machine	NOUN
fuelectenerg-10771	45	11	learning	learning	NOUN
fuelectenerg-10771	45	12	assisted	assist	VERB
fuelectenerg-10771	45	13	optimization	optimization	NOUN
fuelectenerg-10771	45	14	and	and	CCONJ
fuelectenerg-10771	45	15	its	its	PRON
fuelectenerg-10771	45	16	application	application	NOUN
fuelectenerg-10771	45	17	to	to	ADP
fuelectenerg-10771	45	18	hybrid	hybrid	ADJ
fuelectenerg-10771	45	19	dielectric	dielectric	ADJ
fuelectenerg-10771	45	20	resonator	resonator	NOUN
fuelectenerg-10771	45	21	antenna	antenna	NOUN
fuelectenerg-10771	45	22	design	design	VERB
fuelectenerg-10771	45	23	33	33	NUM
fuelectenerg-10771	45	24	2.2	2.2	NUM
fuelectenerg-10771	45	25	.	.	PUNCT
fuelectenerg-10771	46	1	support	support	NOUN
fuelectenerg-10771	46	2	vector	vector	NOUN
fuelectenerg-10771	46	3	machine	machine	NOUN
fuelectenerg-10771	46	4	the	the	DET
fuelectenerg-10771	46	5	svm	svm	PROPN
fuelectenerg-10771	46	6	can	can	AUX
fuelectenerg-10771	46	7	take	take	VERB
fuelectenerg-10771	46	8	up	up	ADP
fuelectenerg-10771	46	9	classification	classification	NOUN
fuelectenerg-10771	46	10	as	as	ADV
fuelectenerg-10771	46	11	well	well	ADV
fuelectenerg-10771	46	12	as	as	ADP
fuelectenerg-10771	46	13	the	the	DET
fuelectenerg-10771	46	14	regression	regression	NOUN
fuelectenerg-10771	46	15	problems	problem	NOUN
fuelectenerg-10771	46	16	.	.	PUNCT
fuelectenerg-10771	47	1	in	in	ADP
fuelectenerg-10771	47	2	the	the	DET
fuelectenerg-10771	47	3	problems	problem	NOUN
fuelectenerg-10771	47	4	of	of	ADP
fuelectenerg-10771	47	5	regression	regression	NOUN
fuelectenerg-10771	47	6	,	,	PUNCT
fuelectenerg-10771	47	7	on	on	ADP
fuelectenerg-10771	47	8	a	a	DET
fuelectenerg-10771	47	9	high	high	ADJ
fuelectenerg-10771	47	10	-	-	PUNCT
fuelectenerg-10771	47	11	dimensional	dimensional	ADJ
fuelectenerg-10771	47	12	space	space	NOUN
fuelectenerg-10771	47	13	called	call	VERB
fuelectenerg-10771	47	14	a	a	DET
fuelectenerg-10771	47	15	feature	feature	NOUN
fuelectenerg-10771	47	16	space	space	NOUN
fuelectenerg-10771	47	17	,	,	PUNCT
fuelectenerg-10771	47	18	the	the	DET
fuelectenerg-10771	47	19	input	input	NOUN
fuelectenerg-10771	47	20	space	space	NOUN
fuelectenerg-10771	47	21	of	of	ADP
fuelectenerg-10771	47	22	svm	svm	PROPN
fuelectenerg-10771	47	23	is	be	AUX
fuelectenerg-10771	47	24	mapped	map	VERB
fuelectenerg-10771	47	25	here	here	ADV
fuelectenerg-10771	47	26	with	with	ADP
fuelectenerg-10771	47	27	the	the	DET
fuelectenerg-10771	47	28	help	help	NOUN
fuelectenerg-10771	47	29	of	of	ADP
fuelectenerg-10771	47	30	linear	linear	PROPN
fuelectenerg-10771	47	31	functions	function	NOUN
fuelectenerg-10771	47	32	regression	regression	NOUN
fuelectenerg-10771	47	33	that	that	PRON
fuelectenerg-10771	47	34	can	can	AUX
fuelectenerg-10771	47	35	be	be	AUX
fuelectenerg-10771	47	36	accurately	accurately	ADV
fuelectenerg-10771	47	37	performed	perform	VERB
fuelectenerg-10771	47	38	[	[	PUNCT
fuelectenerg-10771	47	39	16	16	NUM
fuelectenerg-10771	47	40	]	]	PUNCT
fuelectenerg-10771	47	41	.	.	PUNCT
fuelectenerg-10771	48	1	in	in	ADP
fuelectenerg-10771	48	2	the	the	DET
fuelectenerg-10771	48	3	antenna	antenna	NOUN
fuelectenerg-10771	48	4	design	design	NOUN
fuelectenerg-10771	48	5	field	field	NOUN
fuelectenerg-10771	48	6	in	in	ADP
fuelectenerg-10771	48	7	contrast	contrast	NOUN
fuelectenerg-10771	48	8	to	to	ADP
fuelectenerg-10771	48	9	anns	ann	NOUN
fuelectenerg-10771	48	10	,	,	PUNCT
fuelectenerg-10771	48	11	the	the	DET
fuelectenerg-10771	48	12	svm	svm	NOUN
fuelectenerg-10771	48	13	is	be	AUX
fuelectenerg-10771	48	14	introduced	introduce	VERB
fuelectenerg-10771	48	15	because	because	SCONJ
fuelectenerg-10771	48	16	of	of	ADP
fuelectenerg-10771	48	17	its	its	PRON
fuelectenerg-10771	48	18	better	well	ADJ
fuelectenerg-10771	48	19	generalization	generalization	NOUN
fuelectenerg-10771	48	20	capability	capability	NOUN
fuelectenerg-10771	48	21	.	.	PUNCT
fuelectenerg-10771	49	1	in	in	ADP
fuelectenerg-10771	49	2	practical	practical	ADJ
fuelectenerg-10771	49	3	applications	application	NOUN
fuelectenerg-10771	49	4	,	,	PUNCT
fuelectenerg-10771	49	5	the	the	DET
fuelectenerg-10771	49	6	sets	set	NOUN
fuelectenerg-10771	49	7	of	of	ADP
fuelectenerg-10771	49	8	training	training	NOUN
fuelectenerg-10771	49	9	data	datum	NOUN
fuelectenerg-10771	49	10	generated	generate	VERB
fuelectenerg-10771	49	11	by	by	ADP
fuelectenerg-10771	49	12	full	full	ADJ
fuelectenerg-10771	49	13	-	-	PUNCT
fuelectenerg-10771	49	14	wave	wave	NOUN
fuelectenerg-10771	49	15	em	em	PRON
fuelectenerg-10771	49	16	simulations	simulation	NOUN
fuelectenerg-10771	49	17	are	be	AUX
fuelectenerg-10771	49	18	mainly	mainly	ADV
fuelectenerg-10771	49	19	of	of	ADP
fuelectenerg-10771	49	20	finite	finite	ADJ
fuelectenerg-10771	49	21	size	size	NOUN
fuelectenerg-10771	49	22	,	,	PUNCT
fuelectenerg-10771	49	23	which	which	PRON
fuelectenerg-10771	49	24	causes	cause	VERB
fuelectenerg-10771	49	25	overfitting	overfitte	VERB
fuelectenerg-10771	49	26	in	in	ADP
fuelectenerg-10771	49	27	certain	certain	ADJ
fuelectenerg-10771	49	28	artificial	artificial	ADJ
fuelectenerg-10771	49	29	neural	neural	ADJ
fuelectenerg-10771	49	30	networks	network	NOUN
fuelectenerg-10771	49	31	applications	application	NOUN
fuelectenerg-10771	49	32	.	.	PUNCT
fuelectenerg-10771	50	1	also	also	ADV
fuelectenerg-10771	50	2	,	,	PUNCT
fuelectenerg-10771	50	3	svm	svm	PROPN
fuelectenerg-10771	50	4	needs	need	VERB
fuelectenerg-10771	50	5	fewer	few	ADJ
fuelectenerg-10771	50	6	training	training	NOUN
fuelectenerg-10771	50	7	patterns	pattern	NOUN
fuelectenerg-10771	50	8	to	to	PART
fuelectenerg-10771	50	9	give	give	VERB
fuelectenerg-10771	50	10	precise	precise	ADJ
fuelectenerg-10771	50	11	results	result	NOUN
fuelectenerg-10771	50	12	,	,	PUNCT
fuelectenerg-10771	50	13	which	which	DET
fuelectenerg-10771	50	14	fastens	fasten	NOUN
fuelectenerg-10771	50	15	procedure	procedure	NOUN
fuelectenerg-10771	50	16	of	of	ADP
fuelectenerg-10771	50	17	training	training	NOUN
fuelectenerg-10771	50	18	.	.	PUNCT
fuelectenerg-10771	51	1	2.3	2.3	NUM
fuelectenerg-10771	51	2	.	.	PUNCT
fuelectenerg-10771	51	3	gaussian	gaussian	ADJ
fuelectenerg-10771	51	4	process	process	NOUN
fuelectenerg-10771	51	5	regression	regression	NOUN
fuelectenerg-10771	51	6	as	as	ADP
fuelectenerg-10771	51	7	of	of	ADP
fuelectenerg-10771	51	8	late	late	ADJ
fuelectenerg-10771	51	9	,	,	PUNCT
fuelectenerg-10771	51	10	the	the	DET
fuelectenerg-10771	51	11	gpr	gpr	PROPN
fuelectenerg-10771	51	12	has	have	AUX
fuelectenerg-10771	51	13	received	receive	VERB
fuelectenerg-10771	51	14	broad	broad	ADJ
fuelectenerg-10771	51	15	attention	attention	NOUN
fuelectenerg-10771	51	16	in	in	ADP
fuelectenerg-10771	51	17	the	the	DET
fuelectenerg-10771	51	18	area	area	NOUN
fuelectenerg-10771	51	19	of	of	ADP
fuelectenerg-10771	51	20	em	em	PRON
fuelectenerg-10771	51	21	designing	design	VERB
fuelectenerg-10771	51	22	,	,	PUNCT
fuelectenerg-10771	51	23	including	include	VERB
fuelectenerg-10771	51	24	for	for	ADP
fuelectenerg-10771	51	25	antenna	antenna	NOUN
fuelectenerg-10771	51	26	design	design	NOUN
fuelectenerg-10771	51	27	.	.	PUNCT
fuelectenerg-10771	52	1	rather	rather	ADV
fuelectenerg-10771	52	2	than	than	ADP
fuelectenerg-10771	52	3	the	the	DET
fuelectenerg-10771	52	4	other	other	ADJ
fuelectenerg-10771	52	5	2	2	NUM
fuelectenerg-10771	52	6	ml	ml	NOUN
fuelectenerg-10771	52	7	techniques	technique	NOUN
fuelectenerg-10771	52	8	,	,	PUNCT
fuelectenerg-10771	52	9	the	the	DET
fuelectenerg-10771	52	10	gpr	gpr	PROPN
fuelectenerg-10771	52	11	can	can	AUX
fuelectenerg-10771	52	12	tell	tell	VERB
fuelectenerg-10771	52	13	the	the	DET
fuelectenerg-10771	52	14	uncertainty	uncertainty	NOUN
fuelectenerg-10771	52	15	at	at	ADP
fuelectenerg-10771	52	16	new	new	ADJ
fuelectenerg-10771	52	17	design	design	NOUN
fuelectenerg-10771	52	18	points	point	NOUN
fuelectenerg-10771	52	19	for	for	ADP
fuelectenerg-10771	52	20	the	the	DET
fuelectenerg-10771	52	21	predicted	predict	VERB
fuelectenerg-10771	52	22	results	result	NOUN
fuelectenerg-10771	52	23	,	,	PUNCT
fuelectenerg-10771	52	24	which	which	PRON
fuelectenerg-10771	52	25	will	will	AUX
fuelectenerg-10771	52	26	assist	assist	VERB
fuelectenerg-10771	52	27	creator	creator	NOUN
fuelectenerg-10771	52	28	with	with	ADP
fuelectenerg-10771	52	29	investigating	investigate	VERB
fuelectenerg-10771	52	30	worldwide	worldwide	ADV
fuelectenerg-10771	52	31	optima	optima	NOUN
fuelectenerg-10771	52	32	when	when	SCONJ
fuelectenerg-10771	52	33	hardly	hardly	ADV
fuelectenerg-10771	52	34	any	any	PRON
fuelectenerg-10771	52	35	points	point	NOUN
fuelectenerg-10771	52	36	for	for	ADP
fuelectenerg-10771	52	37	training	training	NOUN
fuelectenerg-10771	52	38	are	be	AUX
fuelectenerg-10771	52	39	given	give	VERB
fuelectenerg-10771	52	40	,	,	PUNCT
fuelectenerg-10771	52	41	the	the	DET
fuelectenerg-10771	52	42	gpr	gpr	PROPN
fuelectenerg-10771	52	43	was	be	AUX
fuelectenerg-10771	52	44	acquainted	acquaint	VERB
fuelectenerg-10771	52	45	with	with	ADP
fuelectenerg-10771	52	46	model	model	NOUN
fuelectenerg-10771	52	47	antenna	antenna	NOUN
fuelectenerg-10771	52	48	responses	response	NOUN
fuelectenerg-10771	52	49	containing	contain	VERB
fuelectenerg-10771	52	50	the	the	DET
fuelectenerg-10771	52	51	reflection	reflection	NOUN
fuelectenerg-10771	52	52	coefficient	coefficient	NOUN
fuelectenerg-10771	52	53	,	,	PUNCT
fuelectenerg-10771	52	54	gain	gain	VERB
fuelectenerg-10771	52	55	performance	performance	NOUN
fuelectenerg-10771	52	56	and	and	CCONJ
fuelectenerg-10771	52	57	crosstalk	crosstalk	NOUN
fuelectenerg-10771	52	58	level	level	NOUN
fuelectenerg-10771	52	59	for	for	ADP
fuelectenerg-10771	52	60	3	3	NUM
fuelectenerg-10771	52	61	distinctive	distinctive	ADJ
fuelectenerg-10771	52	62	antenna	antenna	NOUN
fuelectenerg-10771	52	63	models	model	NOUN
fuelectenerg-10771	52	64	[	[	X
fuelectenerg-10771	52	65	17	17	NUM
fuelectenerg-10771	52	66	]	]	PUNCT
fuelectenerg-10771	52	67	.	.	PUNCT
fuelectenerg-10771	53	1	2.4	2.4	NUM
fuelectenerg-10771	53	2	.	.	PUNCT
fuelectenerg-10771	53	3	antenna	antenna	NOUN
fuelectenerg-10771	53	4	architecture	architecture	NOUN
fuelectenerg-10771	53	5	for	for	ADP
fuelectenerg-10771	53	6	this	this	DET
fuelectenerg-10771	53	7	study	study	NOUN
fuelectenerg-10771	53	8	a	a	DET
fuelectenerg-10771	53	9	hybrid	hybrid	ADJ
fuelectenerg-10771	53	10	dielectric	dielectric	ADJ
fuelectenerg-10771	53	11	resonator	resonator	NOUN
fuelectenerg-10771	53	12	antenna	antenna	NOUN
fuelectenerg-10771	53	13	is	be	AUX
fuelectenerg-10771	53	14	used	use	VERB
fuelectenerg-10771	53	15	.	.	PUNCT
fuelectenerg-10771	54	1	in	in	ADP
fuelectenerg-10771	54	2	the	the	DET
fuelectenerg-10771	54	3	hybrid	hybrid	NOUN
fuelectenerg-10771	54	4	structure	structure	NOUN
fuelectenerg-10771	54	5	,	,	PUNCT
fuelectenerg-10771	54	6	every	every	DET
fuelectenerg-10771	54	7	antenna	antenna	NOUN
fuelectenerg-10771	54	8	is	be	AUX
fuelectenerg-10771	54	9	designed	design	VERB
fuelectenerg-10771	54	10	to	to	PART
fuelectenerg-10771	54	11	radiate	radiate	VERB
fuelectenerg-10771	54	12	in	in	ADP
fuelectenerg-10771	54	13	its	its	PRON
fuelectenerg-10771	54	14	own	own	ADJ
fuelectenerg-10771	54	15	separate	separate	ADJ
fuelectenerg-10771	54	16	band	band	NOUN
fuelectenerg-10771	54	17	.	.	PUNCT
fuelectenerg-10771	55	1	the	the	DET
fuelectenerg-10771	55	2	hybrid	hybrid	ADJ
fuelectenerg-10771	55	3	resonator	resonator	NOUN
fuelectenerg-10771	55	4	can	can	AUX
fuelectenerg-10771	55	5	offer	offer	VERB
fuelectenerg-10771	55	6	ultrawideband	ultrawideband	NOUN
fuelectenerg-10771	55	7	operation	operation	NOUN
fuelectenerg-10771	55	8	if	if	SCONJ
fuelectenerg-10771	55	9	the	the	DET
fuelectenerg-10771	55	10	different	different	ADJ
fuelectenerg-10771	55	11	bands	band	NOUN
fuelectenerg-10771	55	12	are	be	AUX
fuelectenerg-10771	55	13	sufficiently	sufficiently	ADV
fuelectenerg-10771	55	14	close	close	ADJ
fuelectenerg-10771	55	15	.	.	PUNCT
fuelectenerg-10771	56	1	ultra	ultra	ADJ
fuelectenerg-10771	56	2	-	-	ADJ
fuelectenerg-10771	56	3	wideband	wideband	ADJ
fuelectenerg-10771	56	4	bandwidth	bandwidth	NOUN
fuelectenerg-10771	56	5	is	be	AUX
fuelectenerg-10771	56	6	possible	possible	ADJ
fuelectenerg-10771	56	7	in	in	ADP
fuelectenerg-10771	56	8	hybrid	hybrid	ADJ
fuelectenerg-10771	56	9	resonators	resonator	NOUN
fuelectenerg-10771	56	10	to	to	PART
fuelectenerg-10771	56	11	offer	offer	VERB
fuelectenerg-10771	56	12	ultra	ultra	ADJ
fuelectenerg-10771	56	13	-	-	ADJ
fuelectenerg-10771	56	14	wideband	wideband	ADJ
fuelectenerg-10771	56	15	operation	operation	NOUN
fuelectenerg-10771	56	16	by	by	ADP
fuelectenerg-10771	56	17	using	use	VERB
fuelectenerg-10771	56	18	the	the	DET
fuelectenerg-10771	56	19	techniques	technique	NOUN
fuelectenerg-10771	56	20	of	of	ADP
fuelectenerg-10771	56	21	bandwidth	bandwidth	ADJ
fuelectenerg-10771	56	22	improvement	improvement	NOUN
fuelectenerg-10771	56	23	in	in	ADP
fuelectenerg-10771	56	24	dra	dra	PROPN
fuelectenerg-10771	56	25	and	and	CCONJ
fuelectenerg-10771	56	26	in	in	ADP
fuelectenerg-10771	56	27	other	other	ADJ
fuelectenerg-10771	56	28	antennas	antenna	NOUN
fuelectenerg-10771	56	29	as	as	ADV
fuelectenerg-10771	56	30	well	well	ADV
fuelectenerg-10771	56	31	.	.	PUNCT
fuelectenerg-10771	57	1	fig	fig	NOUN
fuelectenerg-10771	57	2	.	.	PUNCT
fuelectenerg-10771	58	1	1	1	NUM
fuelectenerg-10771	58	2	displays	display	VERB
fuelectenerg-10771	58	3	the	the	DET
fuelectenerg-10771	58	4	structural	structural	ADJ
fuelectenerg-10771	58	5	layout	layout	NOUN
fuelectenerg-10771	58	6	of	of	ADP
fuelectenerg-10771	58	7	the	the	DET
fuelectenerg-10771	58	8	dra	dra	PROPN
fuelectenerg-10771	58	9	antenna	antenna	NOUN
fuelectenerg-10771	58	10	,	,	PUNCT
fuelectenerg-10771	58	11	and	and	CCONJ
fuelectenerg-10771	58	12	table	table	NOUN
fuelectenerg-10771	58	13	1	1	NUM
fuelectenerg-10771	58	14	shows	show	VERB
fuelectenerg-10771	58	15	the	the	DET
fuelectenerg-10771	58	16	dimensions	dimension	NOUN
fuelectenerg-10771	58	17	of	of	ADP
fuelectenerg-10771	58	18	the	the	DET
fuelectenerg-10771	58	19	proposed	propose	VERB
fuelectenerg-10771	58	20	hybrid	hybrid	ADJ
fuelectenerg-10771	58	21	cp	cp	NOUN
fuelectenerg-10771	58	22	radiator	radiator	NOUN
fuelectenerg-10771	58	23	.	.	PUNCT
fuelectenerg-10771	59	1	in	in	ADP
fuelectenerg-10771	59	2	this	this	DET
fuelectenerg-10771	59	3	radiator	radiator	NOUN
fuelectenerg-10771	59	4	,	,	PUNCT
fuelectenerg-10771	59	5	the	the	DET
fuelectenerg-10771	59	6	ring	ring	NOUN
fuelectenerg-10771	59	7	-	-	PUNCT
fuelectenerg-10771	59	8	shaped	shape	VERB
fuelectenerg-10771	59	9	ceramic	ceramic	ADJ
fuelectenerg-10771	59	10	material	material	NOUN
fuelectenerg-10771	59	11	is	be	AUX
fuelectenerg-10771	59	12	excited	excite	VERB
fuelectenerg-10771	59	13	by	by	ADP
fuelectenerg-10771	59	14	dual	dual	ADJ
fuelectenerg-10771	59	15	linked	link	VERB
fuelectenerg-10771	59	16	circular	circular	ADJ
fuelectenerg-10771	59	17	ring	ring	NOUN
fuelectenerg-10771	59	18	-	-	PUNCT
fuelectenerg-10771	59	19	shaped	shape	VERB
fuelectenerg-10771	59	20	space	space	NOUN
fuelectenerg-10771	59	21	.	.	PUNCT
fuelectenerg-10771	60	1	table	table	NOUN
fuelectenerg-10771	60	2	1	1	NUM
fuelectenerg-10771	60	3	dimensions	dimension	NOUN
fuelectenerg-10771	60	4	of	of	ADP
fuelectenerg-10771	60	5	proposed	propose	VERB
fuelectenerg-10771	60	6	hybrid	hybrid	ADJ
fuelectenerg-10771	60	7	cp	cp	PROPN
fuelectenerg-10771	60	8	radiator	radiator	NOUN
fuelectenerg-10771	60	9	symbols	symbols	PROPN
fuelectenerg-10771	60	10	dimensions	dimension	NOUN
fuelectenerg-10771	60	11	(	(	PUNCT
fuelectenerg-10771	60	12	mm	mm	NOUN
fuelectenerg-10771	60	13	)	)	PUNCT
fuelectenerg-10771	60	14	symbols	symbol	NOUN
fuelectenerg-10771	60	15	dimensions	dimension	NOUN
fuelectenerg-10771	60	16	(	(	PUNCT
fuelectenerg-10771	60	17	mm	mm	NOUN
fuelectenerg-10771	60	18	)	)	PUNCT
fuelectenerg-10771	60	19	ls	ls	PROPN
fuelectenerg-10771	60	20	=	=	PUNCT
fuelectenerg-10771	60	21	ws	ws	NOUN
fuelectenerg-10771	60	22	50.0	50.0	NUM
fuelectenerg-10771	60	23	h	h	NOUN
fuelectenerg-10771	60	24	13.0	13.0	NUM
fuelectenerg-10771	60	25	t2	t2	NOUN
fuelectenerg-10771	60	26	4.0	4.0	NUM
fuelectenerg-10771	60	27	lf	lf	ADP
fuelectenerg-10771	60	28	31.0	31.0	NUM
fuelectenerg-10771	60	29	hs	hs	PROPN
fuelectenerg-10771	60	30	1.6	1.6	NUM
fuelectenerg-10771	60	31	wf	wf	PROPN
fuelectenerg-10771	60	32	3.0	3.0	NUM
fuelectenerg-10771	60	33	r1	r1	NOUN
fuelectenerg-10771	60	34	13.5	13.5	NUM
fuelectenerg-10771	60	35	d3	d3	PROPN
fuelectenerg-10771	60	36	10.0	10.0	NUM
fuelectenerg-10771	60	37	r2	r2	NOUN
fuelectenerg-10771	60	38	2.0	2.0	NUM
fuelectenerg-10771	60	39	d4	d4	PROPN
fuelectenerg-10771	60	40	4.0	4.0	NUM
fuelectenerg-10771	60	41	t1	t1	NOUN
fuelectenerg-10771	60	42	2.0	2.0	NUM
fuelectenerg-10771	60	43	l1	l1	PROPN
fuelectenerg-10771	60	44	12.0	12.0	NUM
fuelectenerg-10771	60	45	fig	fig	NOUN
fuelectenerg-10771	60	46	.	.	PUNCT
fuelectenerg-10771	61	1	2	2	NUM
fuelectenerg-10771	61	2	shows	show	VERB
fuelectenerg-10771	61	3	the	the	DET
fuelectenerg-10771	61	4	fabricated	fabricate	VERB
fuelectenerg-10771	61	5	prototype	prototype	NOUN
fuelectenerg-10771	61	6	of	of	ADP
fuelectenerg-10771	61	7	proposed	propose	VERB
fuelectenerg-10771	61	8	cp	cp	NUM
fuelectenerg-10771	61	9	antenna	antenna	NOUN
fuelectenerg-10771	61	10	.	.	PUNCT
fuelectenerg-10771	62	1	alumina	alumina	PROPN
fuelectenerg-10771	62	2	material	material	NOUN
fuelectenerg-10771	62	3	(	(	PUNCT
fuelectenerg-10771	62	4	relative	relative	ADJ
fuelectenerg-10771	62	5	permittivity	permittivity	NOUN
fuelectenerg-10771	62	6	of	of	ADP
fuelectenerg-10771	62	7	ceramic	ceramic	ADJ
fuelectenerg-10771	62	8	material	material	NOUN
fuelectenerg-10771	62	9	=	=	NOUN
fuelectenerg-10771	62	10	9.8	9.8	NUM
fuelectenerg-10771	62	11	;	;	PUNCT
fuelectenerg-10771	62	12	dielectric	dielectric	ADJ
fuelectenerg-10771	62	13	loss	loss	NOUN
fuelectenerg-10771	62	14	tangent	tangent	NOUN
fuelectenerg-10771	62	15	=	=	SYM
fuelectenerg-10771	62	16	0.002	0.002	NUM
fuelectenerg-10771	62	17	)	)	PUNCT
fuelectenerg-10771	62	18	is	be	AUX
fuelectenerg-10771	62	19	used	use	VERB
fuelectenerg-10771	62	20	to	to	PART
fuelectenerg-10771	62	21	make	make	VERB
fuelectenerg-10771	62	22	the	the	DET
fuelectenerg-10771	62	23	ring	ring	NOUN
fuelectenerg-10771	62	24	-	-	PUNCT
fuelectenerg-10771	62	25	shaped	shape	VERB
fuelectenerg-10771	62	26	ceramic	ceramic	NOUN
fuelectenerg-10771	62	27	.	.	PUNCT
fuelectenerg-10771	63	1	alumina	alumina	PROPN
fuelectenerg-10771	63	2	material	material	NOUN
fuelectenerg-10771	63	3	is	be	AUX
fuelectenerg-10771	63	4	fixed	fix	VERB
fuelectenerg-10771	63	5	over	over	ADP
fuelectenerg-10771	63	6	fr-4	fr-4	CCONJ
fuelectenerg-10771	63	7	substrate	substrate	NOUN
fuelectenerg-10771	63	8	(	(	PUNCT
fuelectenerg-10771	63	9	relative	relative	ADJ
fuelectenerg-10771	63	10	permittivity	permittivity	NOUN
fuelectenerg-10771	63	11	of	of	ADP
fuelectenerg-10771	63	12	fr-4	fr-4	CCONJ
fuelectenerg-10771	63	13	material	material	NOUN
fuelectenerg-10771	63	14	=	=	SYM
fuelectenerg-10771	63	15	4.4	4.4	NUM
fuelectenerg-10771	63	16	;	;	PUNCT
fuelectenerg-10771	63	17	dielectric	dielectric	ADJ
fuelectenerg-10771	63	18	loss	loss	NOUN
fuelectenerg-10771	63	19	tangent	tangent	NOUN
fuelectenerg-10771	63	20	fig	fig	NOUN
fuelectenerg-10771	63	21	.	.	PUNCT
fuelectenerg-10771	64	1	1	1	NUM
fuelectenerg-10771	64	2	structural	structural	ADJ
fuelectenerg-10771	64	3	layout	layout	NOUN
fuelectenerg-10771	64	4	of	of	ADP
fuelectenerg-10771	64	5	dra	dra	PROPN
fuelectenerg-10771	64	6	antenna	antenna	NOUN
fuelectenerg-10771	64	7	:	:	PUNCT
fuelectenerg-10771	64	8	a	a	X
fuelectenerg-10771	64	9	)	)	PUNCT
fuelectenerg-10771	64	10	dual	dual	ADV
fuelectenerg-10771	64	11	linked	link	VERB
fuelectenerg-10771	64	12	circular	circular	ADJ
fuelectenerg-10771	64	13	ring	ring	NOUN
fuelectenerg-10771	64	14	aperture	aperture	NOUN
fuelectenerg-10771	64	15	;	;	PUNCT
fuelectenerg-10771	64	16	b	b	X
fuelectenerg-10771	64	17	)	)	PUNCT
fuelectenerg-10771	64	18	panoramic	panoramic	ADJ
fuelectenerg-10771	64	19	view	view	NOUN
fuelectenerg-10771	64	20	34	34	NUM
fuelectenerg-10771	64	21	p.	p.	PROPN
fuelectenerg-10771	64	22	ranjan	ranjan	PROPN
fuelectenerg-10771	64	23	,	,	PUNCT
fuelectenerg-10771	64	24	h.	h.	PROPN
fuelectenerg-10771	64	25	gupta	gupta	PROPN
fuelectenerg-10771	64	26	,	,	PUNCT
fuelectenerg-10771	64	27	s.yadav	s.yadav	NOUN
fuelectenerg-10771	64	28	,	,	PUNCT
fuelectenerg-10771	64	29	a.	a.	NOUN
fuelectenerg-10771	64	30	sharma	sharma	PROPN
fuelectenerg-10771	64	31	=	=	PROPN
fuelectenerg-10771	64	32	0.02	0.02	NUM
fuelectenerg-10771	64	33	)	)	PUNCT
fuelectenerg-10771	64	34	with	with	ADP
fuelectenerg-10771	64	35	the	the	DET
fuelectenerg-10771	64	36	assistance	assistance	NOUN
fuelectenerg-10771	64	37	of	of	ADP
fuelectenerg-10771	64	38	a	a	DET
fuelectenerg-10771	64	39	quick	quick	ADJ
fuelectenerg-10771	64	40	fix	fix	NOUN
fuelectenerg-10771	64	41	.	.	PUNCT
fuelectenerg-10771	65	1	the	the	DET
fuelectenerg-10771	65	2	thickness	thickness	NOUN
fuelectenerg-10771	65	3	of	of	ADP
fuelectenerg-10771	65	4	the	the	DET
fuelectenerg-10771	65	5	proposed	propose	VERB
fuelectenerg-10771	65	6	antenna	antenna	NOUN
fuelectenerg-10771	65	7	is	be	AUX
fuelectenerg-10771	65	8	1.6	1.6	NUM
fuelectenerg-10771	65	9	mm	mm	NOUN
fuelectenerg-10771	65	10	.	.	PUNCT
fuelectenerg-10771	66	1	dual	dual	ADJ
fuelectenerg-10771	66	2	linked	link	VERB
fuelectenerg-10771	66	3	circular	circular	ADJ
fuelectenerg-10771	66	4	ring	ring	NOUN
fuelectenerg-10771	66	5	-	-	PUNCT
fuelectenerg-10771	66	6	shaped	shape	VERB
fuelectenerg-10771	66	7	aperture	aperture	NOUN
fuelectenerg-10771	66	8	and	and	CCONJ
fuelectenerg-10771	66	9	t	t	NOUN
fuelectenerg-10771	66	10	-	-	PUNCT
fuelectenerg-10771	66	11	shaped	shape	VERB
fuelectenerg-10771	66	12	microstrip	microstrip	NOUN
fuelectenerg-10771	66	13	lines	line	NOUN
fuelectenerg-10771	66	14	have	have	AUX
fuelectenerg-10771	66	15	been	be	AUX
fuelectenerg-10771	66	16	carved	carve	VERB
fuelectenerg-10771	66	17	over	over	ADP
fuelectenerg-10771	66	18	the	the	DET
fuelectenerg-10771	66	19	substrate	substrate	NOUN
fuelectenerg-10771	66	20	.	.	PUNCT
fuelectenerg-10771	67	1	а	а	PROPN
fuelectenerg-10771	67	2	)	)	PUNCT
fuelectenerg-10771	67	3	b.	b.	PROPN
fuelectenerg-10771	67	4	fig	fig	PROPN
fuelectenerg-10771	67	5	.	.	PUNCT
fuelectenerg-10771	68	1	2	2	NUM
fuelectenerg-10771	68	2	fabricated	fabricate	VERB
fuelectenerg-10771	68	3	prototype	prototype	NOUN
fuelectenerg-10771	68	4	of	of	ADP
fuelectenerg-10771	68	5	proposed	propose	VERB
fuelectenerg-10771	68	6	cp	cp	NUM
fuelectenerg-10771	68	7	antenna	antenna	NOUN
fuelectenerg-10771	68	8	:	:	PUNCT
fuelectenerg-10771	68	9	(	(	PUNCT
fuelectenerg-10771	68	10	a	a	X
fuelectenerg-10771	68	11	)	)	PUNCT
fuelectenerg-10771	68	12	bottom	bottom	ADJ
fuelectenerg-10771	68	13	view	view	NOUN
fuelectenerg-10771	68	14	;	;	PUNCT
fuelectenerg-10771	68	15	(	(	PUNCT
fuelectenerg-10771	68	16	b	b	X
fuelectenerg-10771	68	17	)	)	PUNCT
fuelectenerg-10771	68	18	top	top	ADJ
fuelectenerg-10771	68	19	view	view	NOUN
fuelectenerg-10771	68	20	2.5	2.5	NUM
fuelectenerg-10771	68	21	.	.	PUNCT
fuelectenerg-10771	69	1	s	s	X
fuelectenerg-10771	69	2	-	-	PUNCT
fuelectenerg-10771	69	3	parameter	parameter	NOUN
fuelectenerg-10771	69	4	electrical	electrical	ADJ
fuelectenerg-10771	69	5	systems	system	NOUN
fuelectenerg-10771	69	6	represent	represent	VERB
fuelectenerg-10771	69	7	the	the	DET
fuelectenerg-10771	69	8	relationship	relationship	NOUN
fuelectenerg-10771	69	9	between	between	ADP
fuelectenerg-10771	69	10	input	input	NOUN
fuelectenerg-10771	69	11	and	and	CCONJ
fuelectenerg-10771	69	12	output	output	NOUN
fuelectenerg-10771	69	13	by	by	ADP
fuelectenerg-10771	69	14	the	the	DET
fuelectenerg-10771	69	15	designation	designation	NOUN
fuelectenerg-10771	69	16	of	of	ADP
fuelectenerg-10771	69	17	their	their	PRON
fuelectenerg-10771	69	18	port	port	NOUN
fuelectenerg-10771	69	19	.	.	PUNCT
fuelectenerg-10771	70	1	for	for	ADP
fuelectenerg-10771	70	2	example	example	NOUN
fuelectenerg-10771	70	3	,	,	PUNCT
fuelectenerg-10771	70	4	when	when	SCONJ
fuelectenerg-10771	70	5	having	have	VERB
fuelectenerg-10771	70	6	2	2	NUM
fuelectenerg-10771	70	7	ports	port	NOUN
fuelectenerg-10771	70	8	named	name	VERB
fuelectenerg-10771	70	9	port	port	NOUN
fuelectenerg-10771	70	10	2	2	NUM
fuelectenerg-10771	70	11	and	and	CCONJ
fuelectenerg-10771	70	12	port	port	NOUN
fuelectenerg-10771	70	13	1	1	NUM
fuelectenerg-10771	70	14	,	,	PUNCT
fuelectenerg-10771	70	15	the	the	DET
fuelectenerg-10771	70	16	power	power	NOUN
fuelectenerg-10771	70	17	that	that	PRON
fuelectenerg-10771	70	18	transfers	transfer	NOUN
fuelectenerg-10771	70	19	from	from	ADP
fuelectenerg-10771	70	20	port	port	NOUN
fuelectenerg-10771	70	21	1	1	NUM
fuelectenerg-10771	70	22	to	to	PART
fuelectenerg-10771	70	23	port	port	VERB
fuelectenerg-10771	70	24	2	2	NUM
fuelectenerg-10771	70	25	is	be	AUX
fuelectenerg-10771	70	26	called	call	VERB
fuelectenerg-10771	70	27	.	.	PUNCT
fuelectenerg-10771	71	1	is	be	AUX
fuelectenerg-10771	71	2	transfer	transfer	NOUN
fuelectenerg-10771	71	3	of	of	ADP
fuelectenerg-10771	71	4	power	power	NOUN
fuelectenerg-10771	71	5	from	from	ADP
fuelectenerg-10771	71	6	port	port	NOUN
fuelectenerg-10771	71	7	2	2	NUM
fuelectenerg-10771	71	8	to	to	PART
fuelectenerg-10771	71	9	port	port	VERB
fuelectenerg-10771	71	10	1	1	NUM
fuelectenerg-10771	71	11	when	when	SCONJ
fuelectenerg-10771	71	12	it	it	PRON
fuelectenerg-10771	71	13	comes	come	VERB
fuelectenerg-10771	71	14	to	to	ADP
fuelectenerg-10771	71	15	antennas	antenna	NOUN
fuelectenerg-10771	71	16	,	,	PUNCT
fuelectenerg-10771	71	17	speaks	speak	VERB
fuelectenerg-10771	71	18	about	about	ADP
fuelectenerg-10771	71	19	amount	amount	NOUN
fuelectenerg-10771	71	20	of	of	ADP
fuelectenerg-10771	71	21	reflected	reflect	VERB
fuelectenerg-10771	71	22	power	power	NOUN
fuelectenerg-10771	71	23	from	from	ADP
fuelectenerg-10771	71	24	the	the	DET
fuelectenerg-10771	71	25	antenna	antenna	NOUN
fuelectenerg-10771	71	26	,	,	PUNCT
fuelectenerg-10771	71	27	which	which	PRON
fuelectenerg-10771	71	28	is	be	AUX
fuelectenerg-10771	71	29	called	call	VERB
fuelectenerg-10771	71	30	its	its	PRON
fuelectenerg-10771	71	31	reflection	reflection	NOUN
fuelectenerg-10771	71	32	coefficient	coefficient	NOUN
fuelectenerg-10771	71	33	.	.	PUNCT
fuelectenerg-10771	72	1	if	if	SCONJ
fuelectenerg-10771	72	2	s11=0	s11=0	PROPN
fuelectenerg-10771	72	3	db	db	PROPN
fuelectenerg-10771	72	4	,	,	PUNCT
fuelectenerg-10771	72	5	at	at	ADP
fuelectenerg-10771	72	6	that	that	DET
fuelectenerg-10771	72	7	point	point	NOUN
fuelectenerg-10771	72	8	100	100	NUM
fuelectenerg-10771	72	9	%	%	NOUN
fuelectenerg-10771	72	10	power	power	NOUN
fuelectenerg-10771	72	11	will	will	AUX
fuelectenerg-10771	72	12	return	return	VERB
fuelectenerg-10771	72	13	back	back	ADV
fuelectenerg-10771	72	14	from	from	ADP
fuelectenerg-10771	72	15	the	the	DET
fuelectenerg-10771	72	16	antenna	antenna	NOUN
fuelectenerg-10771	72	17	and	and	CCONJ
fuelectenerg-10771	72	18	radiated	radiated	ADJ
fuelectenerg-10771	72	19	value	value	NOUN
fuelectenerg-10771	72	20	will	will	AUX
fuelectenerg-10771	72	21	be	be	AUX
fuelectenerg-10771	72	22	0	0	NUM
fuelectenerg-10771	72	23	.	.	PUNCT
fuelectenerg-10771	73	1	if	if	SCONJ
fuelectenerg-10771	73	2	s11=	s11=	PROPN
fuelectenerg-10771	73	3	-10	-10	PUNCT
fuelectenerg-10771	73	4	db	db	PROPN
fuelectenerg-10771	73	5	,	,	PUNCT
fuelectenerg-10771	73	6	this	this	DET
fuelectenerg-10771	73	7	depicts	depict	VERB
fuelectenerg-10771	73	8	,	,	PUNCT
fuelectenerg-10771	73	9	if	if	SCONJ
fuelectenerg-10771	73	10	3	3	NUM
fuelectenerg-10771	73	11	db	db	PROPN
fuelectenerg-10771	73	12	of	of	ADP
fuelectenerg-10771	73	13	power	power	NOUN
fuelectenerg-10771	73	14	is	be	AUX
fuelectenerg-10771	73	15	transmitted	transmit	VERB
fuelectenerg-10771	73	16	to	to	ADP
fuelectenerg-10771	73	17	the	the	DET
fuelectenerg-10771	73	18	antenna	antenna	NOUN
fuelectenerg-10771	73	19	,	,	PUNCT
fuelectenerg-10771	73	20	-7	-7	PUNCT
fuelectenerg-10771	73	21	db	db	PROPN
fuelectenerg-10771	73	22	will	will	AUX
fuelectenerg-10771	73	23	be	be	AUX
fuelectenerg-10771	73	24	the	the	DET
fuelectenerg-10771	73	25	power	power	NOUN
fuelectenerg-10771	73	26	that	that	PRON
fuelectenerg-10771	73	27	will	will	AUX
fuelectenerg-10771	73	28	reflect	reflect	VERB
fuelectenerg-10771	73	29	back	back	ADV
fuelectenerg-10771	73	30	.	.	PUNCT
fuelectenerg-10771	74	1	the	the	DET
fuelectenerg-10771	74	2	remaining	remain	VERB
fuelectenerg-10771	74	3	power	power	NOUN
fuelectenerg-10771	74	4	was	be	AUX
fuelectenerg-10771	74	5	delivered	deliver	VERB
fuelectenerg-10771	74	6	to	to	ADP
fuelectenerg-10771	74	7	the	the	DET
fuelectenerg-10771	74	8	antenna	antenna	NOUN
fuelectenerg-10771	74	9	.	.	PUNCT
fuelectenerg-10771	75	1	this	this	DET
fuelectenerg-10771	75	2	accepted	accept	VERB
fuelectenerg-10771	75	3	power	power	NOUN
fuelectenerg-10771	75	4	is	be	AUX
fuelectenerg-10771	75	5	either	either	CCONJ
fuelectenerg-10771	75	6	transmitted	transmit	VERB
fuelectenerg-10771	75	7	or	or	CCONJ
fuelectenerg-10771	75	8	consumed	consume	VERB
fuelectenerg-10771	75	9	as	as	ADP
fuelectenerg-10771	75	10	losses	loss	NOUN
fuelectenerg-10771	75	11	inside	inside	ADP
fuelectenerg-10771	75	12	the	the	DET
fuelectenerg-10771	75	13	antenna	antenna	NOUN
fuelectenerg-10771	75	14	itself	itself	PRON
fuelectenerg-10771	75	15	.	.	PUNCT
fuelectenerg-10771	76	1	since	since	SCONJ
fuelectenerg-10771	76	2	antennas	antenna	NOUN
fuelectenerg-10771	76	3	are	be	AUX
fuelectenerg-10771	76	4	commonly	commonly	ADV
fuelectenerg-10771	76	5	intended	intend	VERB
fuelectenerg-10771	76	6	for	for	ADP
fuelectenerg-10771	76	7	a	a	DET
fuelectenerg-10771	76	8	low	low	ADJ
fuelectenerg-10771	76	9	loss	loss	NOUN
fuelectenerg-10771	76	10	,	,	PUNCT
fuelectenerg-10771	76	11	preferably	preferably	ADV
fuelectenerg-10771	76	12	most	most	ADJ
fuelectenerg-10771	76	13	of	of	ADP
fuelectenerg-10771	76	14	the	the	DET
fuelectenerg-10771	76	15	power	power	NOUN
fuelectenerg-10771	76	16	delivered	deliver	VERB
fuelectenerg-10771	76	17	to	to	ADP
fuelectenerg-10771	76	18	the	the	DET
fuelectenerg-10771	76	19	antenna	antenna	NOUN
fuelectenerg-10771	76	20	is	be	AUX
fuelectenerg-10771	76	21	radiated	radiate	VERB
fuelectenerg-10771	76	22	.	.	PUNCT
fuelectenerg-10771	77	1	fig	fig	NOUN
fuelectenerg-10771	77	2	.	.	PUNCT
fuelectenerg-10771	78	1	3	3	NUM
fuelectenerg-10771	78	2	shows	show	VERB
fuelectenerg-10771	78	3	the	the	DET
fuelectenerg-10771	78	4	simulated	simulate	VERB
fuelectenerg-10771	78	5	and	and	CCONJ
fuelectenerg-10771	78	6	measured	measure	VERB
fuelectenerg-10771	78	7	s11	s11	NOUN
fuelectenerg-10771	78	8	parameter	parameter	NOUN
fuelectenerg-10771	78	9	of	of	ADP
fuelectenerg-10771	78	10	the	the	DET
fuelectenerg-10771	78	11	reference	reference	NOUN
fuelectenerg-10771	78	12	antenna	antenna	NOUN
fuelectenerg-10771	78	13	.	.	PUNCT
fuelectenerg-10771	79	1	fig	fig	NOUN
fuelectenerg-10771	79	2	.	.	PUNCT
fuelectenerg-10771	80	1	3	3	NUM
fuelectenerg-10771	80	2	variation	variation	NOUN
fuelectenerg-10771	80	3	of	of	ADP
fuelectenerg-10771	80	4	s	s	NOUN
fuelectenerg-10771	80	5	-	-	NOUN
fuelectenerg-10771	80	6	parameter	parameter	NOUN
fuelectenerg-10771	80	7	with	with	ADP
fuelectenerg-10771	80	8	frequency	frequency	NOUN
fuelectenerg-10771	80	9	machine	machine	NOUN
fuelectenerg-10771	80	10	learning	learning	NOUN
fuelectenerg-10771	80	11	assisted	assist	VERB
fuelectenerg-10771	80	12	optimization	optimization	NOUN
fuelectenerg-10771	80	13	and	and	CCONJ
fuelectenerg-10771	80	14	its	its	PRON
fuelectenerg-10771	80	15	application	application	NOUN
fuelectenerg-10771	80	16	to	to	ADP
fuelectenerg-10771	80	17	hybrid	hybrid	ADJ
fuelectenerg-10771	80	18	dielectric	dielectric	ADJ
fuelectenerg-10771	80	19	resonator	resonator	NOUN
fuelectenerg-10771	80	20	antenna	antenna	NOUN
fuelectenerg-10771	80	21	design	design	VERB
fuelectenerg-10771	80	22	35	35	NUM
fuelectenerg-10771	80	23	reflection	reflection	NOUN
fuelectenerg-10771	80	24	coefficient	coefficient	NOUN
fuelectenerg-10771	80	25	is	be	AUX
fuelectenerg-10771	80	26	a	a	DET
fuelectenerg-10771	80	27	specification	specification	NOUN
fuelectenerg-10771	80	28	which	which	PRON
fuelectenerg-10771	80	29	expresses	express	VERB
fuelectenerg-10771	80	30	the	the	DET
fuelectenerg-10771	80	31	amount	amount	NOUN
fuelectenerg-10771	80	32	of	of	ADP
fuelectenerg-10771	80	33	a	a	DET
fuelectenerg-10771	80	34	reflected	reflect	VERB
fuelectenerg-10771	80	35	wave	wave	NOUN
fuelectenerg-10771	80	36	because	because	SCONJ
fuelectenerg-10771	80	37	in	in	ADP
fuelectenerg-10771	80	38	the	the	DET
fuelectenerg-10771	80	39	transmission	transmission	NOUN
fuelectenerg-10771	80	40	medium	medium	NOUN
fuelectenerg-10771	80	41	impedance	impedance	NOUN
fuelectenerg-10771	80	42	discontinuity	discontinuity	NOUN
fuelectenerg-10771	80	43	is	be	AUX
fuelectenerg-10771	80	44	presented	present	VERB
fuelectenerg-10771	80	45	.	.	PUNCT
fuelectenerg-10771	81	1	it	it	PRON
fuelectenerg-10771	81	2	is	be	AUX
fuelectenerg-10771	81	3	equivalent	equivalent	ADJ
fuelectenerg-10771	81	4	to	to	ADP
fuelectenerg-10771	81	5	the	the	DET
fuelectenerg-10771	81	6	ratio	ratio	NOUN
fuelectenerg-10771	81	7	of	of	ADP
fuelectenerg-10771	81	8	the	the	DET
fuelectenerg-10771	81	9	amplitude	amplitude	NOUN
fuelectenerg-10771	81	10	of	of	ADP
fuelectenerg-10771	81	11	the	the	DET
fuelectenerg-10771	81	12	reflected	reflect	VERB
fuelectenerg-10771	81	13	wave	wave	NOUN
fuelectenerg-10771	81	14	to	to	ADP
fuelectenerg-10771	81	15	the	the	DET
fuelectenerg-10771	81	16	incident	incident	NOUN
fuelectenerg-10771	81	17	wave	wave	NOUN
fuelectenerg-10771	81	18	,	,	PUNCT
fuelectenerg-10771	81	19	with	with	ADP
fuelectenerg-10771	81	20	each	each	PRON
fuelectenerg-10771	81	21	represented	represent	VERB
fuelectenerg-10771	81	22	as	as	ADP
fuelectenerg-10771	81	23	phasors	phasor	NOUN
fuelectenerg-10771	81	24	.	.	PUNCT
fuelectenerg-10771	82	1	for	for	ADP
fuelectenerg-10771	82	2	instance	instance	NOUN
fuelectenerg-10771	82	3	,	,	PUNCT
fuelectenerg-10771	82	4	it	it	PRON
fuelectenerg-10771	82	5	is	be	AUX
fuelectenerg-10771	82	6	utilized	utilize	VERB
fuelectenerg-10771	82	7	in	in	ADP
fuelectenerg-10771	82	8	optics	optic	NOUN
fuelectenerg-10771	82	9	when	when	SCONJ
fuelectenerg-10771	82	10	we	we	PRON
fuelectenerg-10771	82	11	measure	measure	VERB
fuelectenerg-10771	82	12	the	the	DET
fuelectenerg-10771	82	13	proportion	proportion	NOUN
fuelectenerg-10771	82	14	of	of	ADP
fuelectenerg-10771	82	15	light	light	NOUN
fuelectenerg-10771	82	16	reflected	reflect	VERB
fuelectenerg-10771	82	17	back	back	ADV
fuelectenerg-10771	82	18	from	from	ADP
fuelectenerg-10771	82	19	surface	surface	NOUN
fuelectenerg-10771	82	20	whose	whose	DET
fuelectenerg-10771	82	21	index	index	NOUN
fuelectenerg-10771	82	22	of	of	ADP
fuelectenerg-10771	82	23	refraction	refraction	NOUN
fuelectenerg-10771	82	24	is	be	AUX
fuelectenerg-10771	82	25	different	different	ADJ
fuelectenerg-10771	82	26	,	,	PUNCT
fuelectenerg-10771	82	27	such	such	ADJ
fuelectenerg-10771	82	28	as	as	ADP
fuelectenerg-10771	82	29	a	a	DET
fuelectenerg-10771	82	30	glass	glass	NOUN
fuelectenerg-10771	82	31	,	,	PUNCT
fuelectenerg-10771	82	32	or	or	CCONJ
fuelectenerg-10771	82	33	in	in	ADP
fuelectenerg-10771	82	34	an	an	DET
fuelectenerg-10771	82	35	electrical	electrical	ADJ
fuelectenerg-10771	82	36	transmission	transmission	NOUN
fuelectenerg-10771	82	37	line	line	NOUN
fuelectenerg-10771	82	38	to	to	PART
fuelectenerg-10771	82	39	compute	compute	VERB
fuelectenerg-10771	82	40	line	line	NOUN
fuelectenerg-10771	82	41	the	the	DET
fuelectenerg-10771	82	42	amount	amount	NOUN
fuelectenerg-10771	82	43	of	of	ADP
fuelectenerg-10771	82	44	the	the	DET
fuelectenerg-10771	82	45	electromagnetic	electromagnetic	ADJ
fuelectenerg-10771	82	46	wave	wave	NOUN
fuelectenerg-10771	82	47	is	be	AUX
fuelectenerg-10771	82	48	reflected	reflect	VERB
fuelectenerg-10771	82	49	due	due	ADP
fuelectenerg-10771	82	50	to	to	ADP
fuelectenerg-10771	82	51	impedance	impedance	NOUN
fuelectenerg-10771	82	52	.	.	PUNCT
fuelectenerg-10771	83	1	3	3	X
fuelectenerg-10771	83	2	.	.	X
fuelectenerg-10771	83	3	implementation	implementation	NOUN
fuelectenerg-10771	83	4	and	and	CCONJ
fuelectenerg-10771	83	5	results	result	VERB
fuelectenerg-10771	83	6	this	this	DET
fuelectenerg-10771	83	7	segment	segment	NOUN
fuelectenerg-10771	83	8	depicts	depict	VERB
fuelectenerg-10771	83	9	various	various	ADJ
fuelectenerg-10771	83	10	steps	step	NOUN
fuelectenerg-10771	83	11	of	of	ADP
fuelectenerg-10771	83	12	the	the	DET
fuelectenerg-10771	83	13	methodology	methodology	NOUN
fuelectenerg-10771	83	14	section	section	NOUN
fuelectenerg-10771	83	15	in	in	ADP
fuelectenerg-10771	83	16	more	more	ADJ
fuelectenerg-10771	83	17	details	detail	NOUN
fuelectenerg-10771	83	18	along	along	ADP
fuelectenerg-10771	83	19	with	with	ADP
fuelectenerg-10771	83	20	the	the	DET
fuelectenerg-10771	83	21	actual	actual	ADJ
fuelectenerg-10771	83	22	implementation	implementation	NOUN
fuelectenerg-10771	83	23	details	detail	NOUN
fuelectenerg-10771	83	24	.	.	PUNCT
fuelectenerg-10771	84	1	3.1	3.1	NUM
fuelectenerg-10771	84	2	.	.	PUNCT
fuelectenerg-10771	84	3	data	datum	NOUN
fuelectenerg-10771	84	4	collection	collection	NOUN
fuelectenerg-10771	84	5	by	by	ADP
fuelectenerg-10771	84	6	altering	alter	VERB
fuelectenerg-10771	84	7	various	various	ADJ
fuelectenerg-10771	84	8	parameters	parameter	NOUN
fuelectenerg-10771	84	9	of	of	ADP
fuelectenerg-10771	84	10	the	the	DET
fuelectenerg-10771	84	11	hybrid	hybrid	ADJ
fuelectenerg-10771	84	12	dra	dra	PROPN
fuelectenerg-10771	84	13	antenna	antenna	NOUN
fuelectenerg-10771	84	14	,	,	PUNCT
fuelectenerg-10771	84	15	the	the	DET
fuelectenerg-10771	84	16	data	datum	NOUN
fuelectenerg-10771	84	17	was	be	AUX
fuelectenerg-10771	84	18	first	first	ADV
fuelectenerg-10771	84	19	collected	collect	VERB
fuelectenerg-10771	84	20	by	by	ADP
fuelectenerg-10771	84	21	using	use	VERB
fuelectenerg-10771	84	22	the	the	DET
fuelectenerg-10771	84	23	hfss	hfss	NOUN
fuelectenerg-10771	84	24	software	software	NOUN
fuelectenerg-10771	84	25	.	.	PUNCT
fuelectenerg-10771	85	1	the	the	DET
fuelectenerg-10771	85	2	data	datum	NOUN
fuelectenerg-10771	85	3	exported	export	VERB
fuelectenerg-10771	85	4	from	from	ADP
fuelectenerg-10771	85	5	this	this	DET
fuelectenerg-10771	85	6	software	software	NOUN
fuelectenerg-10771	85	7	includes	include	VERB
fuelectenerg-10771	85	8	various	various	ADJ
fuelectenerg-10771	85	9	parameters	parameter	NOUN
fuelectenerg-10771	85	10	related	relate	VERB
fuelectenerg-10771	85	11	to	to	ADP
fuelectenerg-10771	85	12	the	the	DET
fuelectenerg-10771	85	13	antenna	antenna	NOUN
fuelectenerg-10771	85	14	such	such	ADJ
fuelectenerg-10771	85	15	as	as	ADP
fuelectenerg-10771	85	16	height	height	NOUN
fuelectenerg-10771	85	17	,	,	PUNCT
fuelectenerg-10771	85	18	frequency	frequency	NOUN
fuelectenerg-10771	85	19	,	,	PUNCT
fuelectenerg-10771	85	20	as	as	ADV
fuelectenerg-10771	85	21	well	well	ADV
fuelectenerg-10771	85	22	as	as	ADP
fuelectenerg-10771	85	23	the	the	DET
fuelectenerg-10771	85	24	corresponding	corresponding	ADJ
fuelectenerg-10771	85	25	s11	s11	NOUN
fuelectenerg-10771	85	26	parameters	parameter	NOUN
fuelectenerg-10771	85	27	.	.	PUNCT
fuelectenerg-10771	86	1	in	in	ADP
fuelectenerg-10771	86	2	this	this	DET
fuelectenerg-10771	86	3	collected	collect	VERB
fuelectenerg-10771	86	4	dataset	dataset	VERB
fuelectenerg-10771	86	5	the	the	DET
fuelectenerg-10771	86	6	frequency	frequency	NOUN
fuelectenerg-10771	86	7	parameter	parameter	NOUN
fuelectenerg-10771	86	8	varied	varied	ADJ
fuelectenerg-10771	86	9	from	from	ADP
fuelectenerg-10771	86	10	2.00ghz	2.00ghz	NUM
fuelectenerg-10771	86	11	to	to	ADP
fuelectenerg-10771	86	12	5.00ghz	5.00ghz	NUM
fuelectenerg-10771	86	13	,	,	PUNCT
fuelectenerg-10771	86	14	whereas	whereas	SCONJ
fuelectenerg-10771	86	15	the	the	DET
fuelectenerg-10771	86	16	height	height	NOUN
fuelectenerg-10771	86	17	parameter	parameter	NOUN
fuelectenerg-10771	86	18	discretely	discretely	ADV
fuelectenerg-10771	86	19	varied	varied	ADJ
fuelectenerg-10771	86	20	from	from	ADP
fuelectenerg-10771	86	21	5	5	NUM
fuelectenerg-10771	86	22	mm	mm	NOUN
fuelectenerg-10771	86	23	to	to	ADP
fuelectenerg-10771	86	24	15	15	NUM
fuelectenerg-10771	86	25	mm	mm	NOUN
fuelectenerg-10771	86	26	.	.	PUNCT
fuelectenerg-10771	87	1	the	the	DET
fuelectenerg-10771	87	2	dataset	dataset	NOUN
fuelectenerg-10771	87	3	contained	contain	VERB
fuelectenerg-10771	87	4	the	the	DET
fuelectenerg-10771	87	5	value	value	NOUN
fuelectenerg-10771	87	6	of	of	ADP
fuelectenerg-10771	87	7	s11	s11	PROPN
fuelectenerg-10771	87	8	parameter	parameter	NOUN
fuelectenerg-10771	87	9	for	for	ADP
fuelectenerg-10771	87	10	every	every	DET
fuelectenerg-10771	87	11	pair	pair	NOUN
fuelectenerg-10771	87	12	for	for	ADP
fuelectenerg-10771	87	13	height	height	NOUN
fuelectenerg-10771	87	14	and	and	CCONJ
fuelectenerg-10771	87	15	frequency	frequency	NOUN
fuelectenerg-10771	87	16	.	.	PUNCT
fuelectenerg-10771	88	1	3.2	3.2	NUM
fuelectenerg-10771	88	2	.	.	PUNCT
fuelectenerg-10771	89	1	data	datum	NOUN
fuelectenerg-10771	89	2	preprocessing	preprocesse	VERB
fuelectenerg-10771	89	3	and	and	CCONJ
fuelectenerg-10771	89	4	sampling	sample	VERB
fuelectenerg-10771	89	5	as	as	SCONJ
fuelectenerg-10771	89	6	can	can	AUX
fuelectenerg-10771	89	7	be	be	AUX
fuelectenerg-10771	89	8	seen	see	VERB
fuelectenerg-10771	89	9	from	from	ADP
fuelectenerg-10771	89	10	the	the	DET
fuelectenerg-10771	89	11	sample	sample	NOUN
fuelectenerg-10771	89	12	dataset	dataset	VERB
fuelectenerg-10771	89	13	in	in	ADP
fuelectenerg-10771	89	14	fig	fig	NOUN
fuelectenerg-10771	89	15	.	.	PUNCT
fuelectenerg-10771	90	1	6	6	NUM
fuelectenerg-10771	90	2	,	,	PUNCT
fuelectenerg-10771	90	3	the	the	DET
fuelectenerg-10771	90	4	dataset	dataset	NOUN
fuelectenerg-10771	90	5	exported	export	VERB
fuelectenerg-10771	90	6	contained	contain	VERB
fuelectenerg-10771	90	7	some	some	DET
fuelectenerg-10771	90	8	random	random	ADJ
fuelectenerg-10771	90	9	,	,	PUNCT
fuelectenerg-10771	90	10	unrelated	unrelated	ADJ
fuelectenerg-10771	90	11	entries	entry	NOUN
fuelectenerg-10771	90	12	which	which	PRON
fuelectenerg-10771	90	13	needed	need	VERB
fuelectenerg-10771	90	14	to	to	PART
fuelectenerg-10771	90	15	be	be	AUX
fuelectenerg-10771	90	16	removed	remove	VERB
fuelectenerg-10771	90	17	.	.	PUNCT
fuelectenerg-10771	91	1	the	the	DET
fuelectenerg-10771	91	2	exported	export	VERB
fuelectenerg-10771	91	3	dataset	dataset	NOUN
fuelectenerg-10771	91	4	was	be	AUX
fuelectenerg-10771	91	5	also	also	ADV
fuelectenerg-10771	91	6	not	not	PART
fuelectenerg-10771	91	7	in	in	ADP
fuelectenerg-10771	91	8	proper	proper	ADJ
fuelectenerg-10771	91	9	format	format	NOUN
fuelectenerg-10771	91	10	and	and	CCONJ
fuelectenerg-10771	91	11	thus	thus	ADV
fuelectenerg-10771	91	12	some	some	DET
fuelectenerg-10771	91	13	rearranging	rearranging	NOUN
fuelectenerg-10771	91	14	of	of	ADP
fuelectenerg-10771	91	15	columns	column	NOUN
fuelectenerg-10771	91	16	and	and	CCONJ
fuelectenerg-10771	91	17	rows	row	NOUN
fuelectenerg-10771	91	18	was	be	AUX
fuelectenerg-10771	91	19	required	require	VERB
fuelectenerg-10771	91	20	.	.	PUNCT
fuelectenerg-10771	92	1	in	in	ADP
fuelectenerg-10771	92	2	this	this	DET
fuelectenerg-10771	92	3	particular	particular	ADJ
fuelectenerg-10771	92	4	step	step	NOUN
fuelectenerg-10771	92	5	,	,	PUNCT
fuelectenerg-10771	92	6	we	we	PRON
fuelectenerg-10771	92	7	mostly	mostly	ADV
fuelectenerg-10771	92	8	performed	perform	VERB
fuelectenerg-10771	92	9	such	such	ADJ
fuelectenerg-10771	92	10	operations	operation	NOUN
fuelectenerg-10771	92	11	on	on	ADP
fuelectenerg-10771	92	12	the	the	DET
fuelectenerg-10771	92	13	exported	export	VERB
fuelectenerg-10771	92	14	dataset	dataset	NOUN
fuelectenerg-10771	92	15	,	,	PUNCT
fuelectenerg-10771	92	16	and	and	CCONJ
fuelectenerg-10771	92	17	finally	finally	ADV
fuelectenerg-10771	92	18	the	the	DET
fuelectenerg-10771	92	19	exported	export	VERB
fuelectenerg-10771	92	20	dataset	dataset	NOUN
fuelectenerg-10771	92	21	was	be	AUX
fuelectenerg-10771	92	22	dumped	dump	VERB
fuelectenerg-10771	92	23	into	into	ADP
fuelectenerg-10771	92	24	a	a	DET
fuelectenerg-10771	92	25	csv	csv	NOUN
fuelectenerg-10771	92	26	via	via	ADP
fuelectenerg-10771	92	27	bash	bash	NOUN
fuelectenerg-10771	92	28	script	script	NOUN
fuelectenerg-10771	92	29	.	.	PUNCT
fuelectenerg-10771	93	1	this	this	DET
fuelectenerg-10771	93	2	csv	csv	NOUN
fuelectenerg-10771	93	3	will	will	AUX
fuelectenerg-10771	93	4	serve	serve	VERB
fuelectenerg-10771	93	5	as	as	ADP
fuelectenerg-10771	93	6	an	an	DET
fuelectenerg-10771	93	7	input	input	NOUN
fuelectenerg-10771	93	8	to	to	ADP
fuelectenerg-10771	93	9	our	our	PRON
fuelectenerg-10771	93	10	machine	machine	NOUN
fuelectenerg-10771	93	11	learning	learn	VERB
fuelectenerg-10771	93	12	model	model	NOUN
fuelectenerg-10771	93	13	algorithms	algorithm	NOUN
fuelectenerg-10771	93	14	.	.	PUNCT
fuelectenerg-10771	94	1	to	to	PART
fuelectenerg-10771	94	2	build	build	VERB
fuelectenerg-10771	94	3	any	any	DET
fuelectenerg-10771	94	4	machine	machine	NOUN
fuelectenerg-10771	94	5	learning	learn	VERB
fuelectenerg-10771	94	6	model	model	NOUN
fuelectenerg-10771	94	7	from	from	ADP
fuelectenerg-10771	94	8	a	a	DET
fuelectenerg-10771	94	9	dataset	dataset	NOUN
fuelectenerg-10771	94	10	,	,	PUNCT
fuelectenerg-10771	94	11	the	the	DET
fuelectenerg-10771	94	12	first	first	ADJ
fuelectenerg-10771	94	13	step	step	NOUN
fuelectenerg-10771	94	14	is	be	AUX
fuelectenerg-10771	94	15	the	the	DET
fuelectenerg-10771	94	16	sampling	sampling	NOUN
fuelectenerg-10771	94	17	of	of	ADP
fuelectenerg-10771	94	18	data	datum	NOUN
fuelectenerg-10771	94	19	.	.	PUNCT
fuelectenerg-10771	95	1	in	in	ADP
fuelectenerg-10771	95	2	the	the	DET
fuelectenerg-10771	95	3	dataset	dataset	NOUN
fuelectenerg-10771	95	4	provided	provide	VERB
fuelectenerg-10771	95	5	to	to	ADP
fuelectenerg-10771	95	6	the	the	DET
fuelectenerg-10771	95	7	model	model	NOUN
fuelectenerg-10771	95	8	for	for	ADP
fuelectenerg-10771	95	9	as	as	ADP
fuelectenerg-10771	95	10	csv	csv	NOUN
fuelectenerg-10771	95	11	input	input	NOUN
fuelectenerg-10771	95	12	,	,	PUNCT
fuelectenerg-10771	95	13	a	a	DET
fuelectenerg-10771	95	14	sampling	sample	VERB
fuelectenerg-10771	95	15	procedure	procedure	NOUN
fuelectenerg-10771	95	16	was	be	AUX
fuelectenerg-10771	95	17	acted	act	VERB
fuelectenerg-10771	95	18	upon	upon	SCONJ
fuelectenerg-10771	95	19	so	so	ADV
fuelectenerg-10771	95	20	as	as	SCONJ
fuelectenerg-10771	95	21	to	to	PART
fuelectenerg-10771	95	22	separate	separate	VERB
fuelectenerg-10771	95	23	it	it	PRON
fuelectenerg-10771	95	24	into	into	ADP
fuelectenerg-10771	95	25	various	various	ADJ
fuelectenerg-10771	95	26	subsets	subset	NOUN
fuelectenerg-10771	95	27	with	with	ADP
fuelectenerg-10771	95	28	each	each	DET
fuelectenerg-10771	95	29	one	one	NOUN
fuelectenerg-10771	95	30	having	have	VERB
fuelectenerg-10771	95	31	its	its	PRON
fuelectenerg-10771	95	32	own	own	ADJ
fuelectenerg-10771	95	33	utility	utility	NOUN
fuelectenerg-10771	95	34	.	.	PUNCT
fuelectenerg-10771	96	1	it	it	PRON
fuelectenerg-10771	96	2	is	be	AUX
fuelectenerg-10771	96	3	normally	normally	ADV
fuelectenerg-10771	96	4	expected	expect	VERB
fuelectenerg-10771	96	5	that	that	SCONJ
fuelectenerg-10771	96	6	if	if	SCONJ
fuelectenerg-10771	96	7	we	we	PRON
fuelectenerg-10771	96	8	have	have	VERB
fuelectenerg-10771	96	9	more	more	ADJ
fuelectenerg-10771	96	10	data	datum	NOUN
fuelectenerg-10771	96	11	to	to	PART
fuelectenerg-10771	96	12	construct	construct	VERB
fuelectenerg-10771	96	13	a	a	DET
fuelectenerg-10771	96	14	model	model	NOUN
fuelectenerg-10771	96	15	,	,	PUNCT
fuelectenerg-10771	96	16	it	it	PRON
fuelectenerg-10771	96	17	will	will	AUX
fuelectenerg-10771	96	18	give	give	VERB
fuelectenerg-10771	96	19	better	well	ADJ
fuelectenerg-10771	96	20	outcomes	outcome	NOUN
fuelectenerg-10771	96	21	.	.	PUNCT
fuelectenerg-10771	97	1	typically	typically	ADV
fuelectenerg-10771	97	2	,	,	PUNCT
fuelectenerg-10771	97	3	the	the	DET
fuelectenerg-10771	97	4	dataset	dataset	NOUN
fuelectenerg-10771	97	5	is	be	AUX
fuelectenerg-10771	97	6	isolated	isolate	VERB
fuelectenerg-10771	97	7	like	like	ADP
fuelectenerg-10771	97	8	this	this	PRON
fuelectenerg-10771	97	9	with	with	ADP
fuelectenerg-10771	97	10	their	their	PRON
fuelectenerg-10771	97	11	individual	individual	ADJ
fuelectenerg-10771	97	12	utility	utility	NOUN
fuelectenerg-10771	97	13	.	.	PUNCT
fuelectenerg-10771	98	1	as	as	SCONJ
fuelectenerg-10771	98	2	the	the	DET
fuelectenerg-10771	98	3	name	name	NOUN
fuelectenerg-10771	98	4	demonstrates	demonstrate	VERB
fuelectenerg-10771	98	5	,	,	PUNCT
fuelectenerg-10771	98	6	the	the	DET
fuelectenerg-10771	98	7	training	training	NOUN
fuelectenerg-10771	98	8	set	set	NOUN
fuelectenerg-10771	98	9	is	be	AUX
fuelectenerg-10771	98	10	utilized	utilize	VERB
fuelectenerg-10771	98	11	in	in	ADP
fuelectenerg-10771	98	12	the	the	DET
fuelectenerg-10771	98	13	training	training	NOUN
fuelectenerg-10771	98	14	of	of	ADP
fuelectenerg-10771	98	15	the	the	DET
fuelectenerg-10771	98	16	learning	learning	NOUN
fuelectenerg-10771	98	17	algorithm	algorithm	NOUN
fuelectenerg-10771	98	18	.	.	PUNCT
fuelectenerg-10771	99	1	fig	fig	NOUN
fuelectenerg-10771	99	2	.	.	PUNCT
fuelectenerg-10771	100	1	4	4	NUM
fuelectenerg-10771	100	2	depicts	depict	VERB
fuelectenerg-10771	100	3	different	different	ADJ
fuelectenerg-10771	100	4	stages	stage	NOUN
fuelectenerg-10771	100	5	of	of	ADP
fuelectenerg-10771	100	6	sampling	sampling	NOUN
fuelectenerg-10771	100	7	which	which	PRON
fuelectenerg-10771	100	8	is	be	AUX
fuelectenerg-10771	100	9	done	do	VERB
fuelectenerg-10771	100	10	on	on	ADP
fuelectenerg-10771	100	11	the	the	DET
fuelectenerg-10771	100	12	dataset	dataset	NOUN
fuelectenerg-10771	100	13	.	.	PUNCT
fuelectenerg-10771	101	1	for	for	ADP
fuelectenerg-10771	101	2	the	the	DET
fuelectenerg-10771	101	3	validation	validation	NOUN
fuelectenerg-10771	101	4	and	and	CCONJ
fuelectenerg-10771	101	5	optimization	optimization	NOUN
fuelectenerg-10771	101	6	of	of	ADP
fuelectenerg-10771	101	7	the	the	DET
fuelectenerg-10771	101	8	model	model	NOUN
fuelectenerg-10771	101	9	crossvalidation	crossvalidation	NOUN
fuelectenerg-10771	101	10	set	set	NOUN
fuelectenerg-10771	101	11	is	be	AUX
fuelectenerg-10771	101	12	used	use	VERB
fuelectenerg-10771	101	13	.	.	PUNCT
fuelectenerg-10771	102	1	to	to	PART
fuelectenerg-10771	102	2	ensure	ensure	VERB
fuelectenerg-10771	102	3	that	that	SCONJ
fuelectenerg-10771	102	4	our	our	PRON
fuelectenerg-10771	102	5	model	model	NOUN
fuelectenerg-10771	102	6	extracted	extract	VERB
fuelectenerg-10771	102	7	the	the	DET
fuelectenerg-10771	102	8	proper	proper	ADJ
fuelectenerg-10771	102	9	patterns	pattern	NOUN
fuelectenerg-10771	102	10	from	from	ADP
fuelectenerg-10771	102	11	the	the	DET
fuelectenerg-10771	102	12	data	datum	NOUN
fuelectenerg-10771	102	13	and	and	CCONJ
fuelectenerg-10771	102	14	did	do	AUX
fuelectenerg-10771	102	15	not	not	PART
fuelectenerg-10771	102	16	introduce	introduce	VERB
fuelectenerg-10771	102	17	too	too	ADV
fuelectenerg-10771	102	18	fig	fig	NOUN
fuelectenerg-10771	102	19	.	.	PUNCT
fuelectenerg-10771	103	1	4	4	NUM
fuelectenerg-10771	103	2	sampling	sample	VERB
fuelectenerg-10771	103	3	over	over	ADP
fuelectenerg-10771	103	4	the	the	DET
fuelectenerg-10771	103	5	dataset	dataset	ADJ
fuelectenerg-10771	103	6	36	36	NUM
fuelectenerg-10771	103	7	p.	p.	NOUN
fuelectenerg-10771	103	8	ranjan	ranjan	PROPN
fuelectenerg-10771	103	9	,	,	PUNCT
fuelectenerg-10771	103	10	h.	h.	PROPN
fuelectenerg-10771	103	11	gupta	gupta	PROPN
fuelectenerg-10771	103	12	,	,	PUNCT
fuelectenerg-10771	103	13	s.yadav	s.yadav	NOUN
fuelectenerg-10771	103	14	,	,	PUNCT
fuelectenerg-10771	103	15	a.	a.	NOUN
fuelectenerg-10771	103	16	sharma	sharma	PROPN
fuelectenerg-10771	103	17	much	much	ADJ
fuelectenerg-10771	103	18	noise	noise	NOUN
fuelectenerg-10771	103	19	,	,	PUNCT
fuelectenerg-10771	103	20	crossvalidation	crossvalidation	NOUN
fuelectenerg-10771	103	21	is	be	AUX
fuelectenerg-10771	103	22	utilized	utilize	VERB
fuelectenerg-10771	103	23	.	.	PUNCT
fuelectenerg-10771	104	1	and	and	CCONJ
fuelectenerg-10771	104	2	here	here	ADV
fuelectenerg-10771	104	3	the	the	DET
fuelectenerg-10771	104	4	fold	fold	ADJ
fuelectenerg-10771	104	5	value	value	NOUN
fuelectenerg-10771	104	6	is	be	AUX
fuelectenerg-10771	104	7	5	5	NUM
fuelectenerg-10771	104	8	.	.	PUNCT
fuelectenerg-10771	105	1	we	we	PRON
fuelectenerg-10771	105	2	can	can	AUX
fuelectenerg-10771	105	3	not	not	PART
fuelectenerg-10771	105	4	check	check	VERB
fuelectenerg-10771	105	5	the	the	DET
fuelectenerg-10771	105	6	model	model	NOUN
fuelectenerg-10771	105	7	on	on	ADP
fuelectenerg-10771	105	8	this	this	DET
fuelectenerg-10771	105	9	set	set	NOUN
fuelectenerg-10771	105	10	because	because	SCONJ
fuelectenerg-10771	105	11	the	the	DET
fuelectenerg-10771	105	12	results	result	NOUN
fuelectenerg-10771	105	13	would	would	AUX
fuelectenerg-10771	105	14	be	be	AUX
fuelectenerg-10771	105	15	very	very	ADV
fuelectenerg-10771	105	16	optimistic	optimistic	ADJ
fuelectenerg-10771	105	17	as	as	SCONJ
fuelectenerg-10771	105	18	the	the	DET
fuelectenerg-10771	105	19	model	model	NOUN
fuelectenerg-10771	105	20	is	be	AUX
fuelectenerg-10771	105	21	built	build	VERB
fuelectenerg-10771	105	22	by	by	ADP
fuelectenerg-10771	105	23	using	use	VERB
fuelectenerg-10771	105	24	the	the	DET
fuelectenerg-10771	105	25	training	training	NOUN
fuelectenerg-10771	105	26	set	set	NOUN
fuelectenerg-10771	105	27	.	.	PUNCT
fuelectenerg-10771	106	1	to	to	PART
fuelectenerg-10771	106	2	perceive	perceive	VERB
fuelectenerg-10771	106	3	how	how	SCONJ
fuelectenerg-10771	106	4	properly	properly	ADV
fuelectenerg-10771	106	5	the	the	DET
fuelectenerg-10771	106	6	learning	learning	NOUN
fuelectenerg-10771	106	7	algorithm	algorithm	NOUN
fuelectenerg-10771	106	8	performs	perform	VERB
fuelectenerg-10771	106	9	with	with	ADP
fuelectenerg-10771	106	10	unknown	unknown	ADJ
fuelectenerg-10771	106	11	data	datum	NOUN
fuelectenerg-10771	106	12	,	,	PUNCT
fuelectenerg-10771	106	13	we	we	PRON
fuelectenerg-10771	106	14	used	use	VERB
fuelectenerg-10771	106	15	the	the	DET
fuelectenerg-10771	106	16	test	test	NOUN
fuelectenerg-10771	106	17	set	set	VERB
fuelectenerg-10771	106	18	.	.	PUNCT
fuelectenerg-10771	107	1	3.3	3.3	NUM
fuelectenerg-10771	107	2	.	.	PUNCT
fuelectenerg-10771	108	1	building	build	VERB
fuelectenerg-10771	108	2	ml	ml	ADP
fuelectenerg-10771	108	3	model	model	NOUN
fuelectenerg-10771	108	4	building	build	VERB
fuelectenerg-10771	108	5	any	any	DET
fuelectenerg-10771	108	6	ml	ml	NOUN
fuelectenerg-10771	108	7	model	model	NOUN
fuelectenerg-10771	108	8	starts	start	VERB
fuelectenerg-10771	108	9	with	with	ADP
fuelectenerg-10771	108	10	loading	load	VERB
fuelectenerg-10771	108	11	the	the	DET
fuelectenerg-10771	108	12	csv	csv	NOUN
fuelectenerg-10771	108	13	dataset	dataset	NOUN
fuelectenerg-10771	108	14	into	into	ADP
fuelectenerg-10771	108	15	the	the	DET
fuelectenerg-10771	108	16	python	python	PROPN
fuelectenerg-10771	108	17	code	code	NOUN
fuelectenerg-10771	108	18	for	for	ADP
fuelectenerg-10771	108	19	ml	ml	NOUN
fuelectenerg-10771	108	20	modeling	modeling	NOUN
fuelectenerg-10771	108	21	,	,	PUNCT
fuelectenerg-10771	108	22	after	after	SCONJ
fuelectenerg-10771	108	23	that	that	DET
fuelectenerg-10771	108	24	different	different	ADJ
fuelectenerg-10771	108	25	machine	machine	NOUN
fuelectenerg-10771	108	26	learning	learning	NOUN
fuelectenerg-10771	108	27	models	model	NOUN
fuelectenerg-10771	108	28	are	be	AUX
fuelectenerg-10771	108	29	applied	apply	VERB
fuelectenerg-10771	108	30	on	on	ADP
fuelectenerg-10771	108	31	that	that	DET
fuelectenerg-10771	108	32	data	datum	NOUN
fuelectenerg-10771	108	33	set	set	VERB
fuelectenerg-10771	108	34	according	accord	VERB
fuelectenerg-10771	108	35	to	to	ADP
fuelectenerg-10771	108	36	the	the	DET
fuelectenerg-10771	108	37	requirement	requirement	NOUN
fuelectenerg-10771	108	38	of	of	ADP
fuelectenerg-10771	108	39	the	the	DET
fuelectenerg-10771	108	40	programmer	programmer	NOUN
fuelectenerg-10771	108	41	and	and	CCONJ
fuelectenerg-10771	108	42	for	for	ADP
fuelectenerg-10771	108	43	training	training	NOUN
fuelectenerg-10771	108	44	and	and	CCONJ
fuelectenerg-10771	108	45	running	run	VERB
fuelectenerg-10771	108	46	various	various	ADJ
fuelectenerg-10771	108	47	ml	ml	NOUN
fuelectenerg-10771	108	48	models	model	NOUN
fuelectenerg-10771	108	49	over	over	ADP
fuelectenerg-10771	108	50	the	the	DET
fuelectenerg-10771	108	51	dataset	dataset	VERB
fuelectenerg-10771	108	52	google	google	PROPN
fuelectenerg-10771	108	53	collab	collab	NOUN
fuelectenerg-10771	108	54	platform	platform	NOUN
fuelectenerg-10771	108	55	is	be	AUX
fuelectenerg-10771	108	56	used	use	VERB
fuelectenerg-10771	108	57	.	.	PUNCT
fuelectenerg-10771	109	1	3.4	3.4	NUM
fuelectenerg-10771	109	2	.	.	PUNCT
fuelectenerg-10771	109	3	unpacking	unpack	VERB
fuelectenerg-10771	109	4	of	of	ADP
fuelectenerg-10771	109	5	data	datum	NOUN
fuelectenerg-10771	109	6	the	the	DET
fuelectenerg-10771	109	7	dataset	dataset	NOUN
fuelectenerg-10771	109	8	of	of	ADP
fuelectenerg-10771	109	9	height	height	NOUN
fuelectenerg-10771	109	10	,	,	PUNCT
fuelectenerg-10771	109	11	frequency	frequency	NOUN
fuelectenerg-10771	109	12	and	and	CCONJ
fuelectenerg-10771	109	13	s11	s11	PROPN
fuelectenerg-10771	109	14	parameter	parameter	NOUN
fuelectenerg-10771	109	15	obtained	obtain	VERB
fuelectenerg-10771	109	16	after	after	ADP
fuelectenerg-10771	109	17	preprocessing	preprocesse	VERB
fuelectenerg-10771	109	18	and	and	CCONJ
fuelectenerg-10771	109	19	filtering	filtering	NOUN
fuelectenerg-10771	109	20	comes	come	VERB
fuelectenerg-10771	109	21	in	in	ADP
fuelectenerg-10771	109	22	a	a	DET
fuelectenerg-10771	109	23	.csv	.csv	ADJ
fuelectenerg-10771	109	24	file	file	NOUN
fuelectenerg-10771	109	25	format	format	NOUN
fuelectenerg-10771	109	26	to	to	ADP
fuelectenerg-10771	109	27	our	our	PRON
fuelectenerg-10771	109	28	model	model	NOUN
fuelectenerg-10771	109	29	implementation	implementation	NOUN
fuelectenerg-10771	109	30	.	.	PUNCT
fuelectenerg-10771	110	1	to	to	PART
fuelectenerg-10771	110	2	read	read	VERB
fuelectenerg-10771	110	3	the	the	DET
fuelectenerg-10771	110	4	dataset	dataset	NOUN
fuelectenerg-10771	110	5	shown	show	VERB
fuelectenerg-10771	110	6	in	in	ADP
fuelectenerg-10771	110	7	fig	fig	NOUN
fuelectenerg-10771	110	8	.	.	PUNCT
fuelectenerg-10771	111	1	5	5	NUM
fuelectenerg-10771	111	2	,	,	PUNCT
fuelectenerg-10771	111	3	from	from	ADP
fuelectenerg-10771	111	4	those	those	DET
fuelectenerg-10771	111	5	files	file	NOUN
fuelectenerg-10771	111	6	a	a	DET
fuelectenerg-10771	111	7	small	small	ADJ
fuelectenerg-10771	111	8	python	python	NOUN
fuelectenerg-10771	111	9	code	code	NOUN
fuelectenerg-10771	111	10	is	be	AUX
fuelectenerg-10771	111	11	implemented	implement	VERB
fuelectenerg-10771	111	12	and	and	CCONJ
fuelectenerg-10771	111	13	dumped	dump	VERB
fuelectenerg-10771	111	14	into	into	ADP
fuelectenerg-10771	111	15	the	the	DET
fuelectenerg-10771	111	16	data	data	NOUN
fuelectenerg-10771	111	17	frame	frame	NOUN
fuelectenerg-10771	111	18	for	for	ADP
fuelectenerg-10771	111	19	object	object	NOUN
fuelectenerg-10771	111	20	serialization	serialization	NOUN
fuelectenerg-10771	111	21	,	,	PUNCT
fuelectenerg-10771	111	22	fast	fast	ADJ
fuelectenerg-10771	111	23	and	and	CCONJ
fuelectenerg-10771	111	24	easy	easy	ADJ
fuelectenerg-10771	111	25	access	access	NOUN
fuelectenerg-10771	111	26	.	.	PUNCT
fuelectenerg-10771	112	1	fig	fig	NOUN
fuelectenerg-10771	112	2	.	.	PUNCT
fuelectenerg-10771	113	1	6	6	NUM
fuelectenerg-10771	113	2	it	it	PRON
fuelectenerg-10771	113	3	shows	show	VERB
fuelectenerg-10771	113	4	that	that	SCONJ
fuelectenerg-10771	113	5	how	how	SCONJ
fuelectenerg-10771	113	6	data	datum	NOUN
fuelectenerg-10771	113	7	is	be	AUX
fuelectenerg-10771	113	8	stored	store	VERB
fuelectenerg-10771	113	9	in	in	ADP
fuelectenerg-10771	113	10	the	the	DET
fuelectenerg-10771	113	11	csv	csv	NOUN
fuelectenerg-10771	113	12	file	file	NOUN
fuelectenerg-10771	113	13	.	.	PUNCT
fuelectenerg-10771	114	1	fig	fig	NOUN
fuelectenerg-10771	114	2	.	.	PUNCT
fuelectenerg-10771	115	1	5	5	NUM
fuelectenerg-10771	115	2	python	python	PROPN
fuelectenerg-10771	115	3	code	code	NOUN
fuelectenerg-10771	115	4	for	for	ADP
fuelectenerg-10771	115	5	reading	read	VERB
fuelectenerg-10771	115	6	csv	csv	ADJ
fuelectenerg-10771	115	7	fig	fig	NOUN
fuelectenerg-10771	115	8	.	.	PUNCT
fuelectenerg-10771	116	1	6	6	NUM
fuelectenerg-10771	116	2	sample	sample	NOUN
fuelectenerg-10771	116	3	data	datum	NOUN
fuelectenerg-10771	116	4	as	as	SCONJ
fuelectenerg-10771	116	5	read	read	VERB
fuelectenerg-10771	116	6	from	from	ADP
fuelectenerg-10771	116	7	csv	csv	PROPN
fuelectenerg-10771	116	8	3.5	3.5	NUM
fuelectenerg-10771	116	9	.	.	PUNCT
fuelectenerg-10771	117	1	preparing	prepare	VERB
fuelectenerg-10771	117	2	final	final	ADJ
fuelectenerg-10771	117	3	data	datum	NOUN
fuelectenerg-10771	117	4	for	for	ADP
fuelectenerg-10771	117	5	input	input	NOUN
fuelectenerg-10771	117	6	as	as	SCONJ
fuelectenerg-10771	117	7	can	can	AUX
fuelectenerg-10771	117	8	be	be	AUX
fuelectenerg-10771	117	9	seen	see	VERB
fuelectenerg-10771	117	10	in	in	ADP
fuelectenerg-10771	117	11	the	the	DET
fuelectenerg-10771	117	12	previous	previous	ADJ
fuelectenerg-10771	117	13	image	image	NOUN
fuelectenerg-10771	117	14	the	the	DET
fuelectenerg-10771	117	15	data	datum	NOUN
fuelectenerg-10771	117	16	read	read	VERB
fuelectenerg-10771	117	17	from	from	ADP
fuelectenerg-10771	117	18	csv	csv	NOUN
fuelectenerg-10771	117	19	contains	contain	VERB
fuelectenerg-10771	117	20	s11	s11	NOUN
fuelectenerg-10771	117	21	values	value	NOUN
fuelectenerg-10771	117	22	for	for	ADP
fuelectenerg-10771	117	23	corresponding	correspond	VERB
fuelectenerg-10771	117	24	pairs	pair	NOUN
fuelectenerg-10771	117	25	of	of	ADP
fuelectenerg-10771	117	26	frequency	frequency	NOUN
fuelectenerg-10771	117	27	and	and	CCONJ
fuelectenerg-10771	117	28	height	height	NOUN
fuelectenerg-10771	117	29	(	(	PUNCT
fuelectenerg-10771	117	30	from	from	ADP
fuelectenerg-10771	117	31	5	5	NUM
fuelectenerg-10771	117	32	to	to	PART
fuelectenerg-10771	117	33	15	15	NUM
fuelectenerg-10771	117	34	)	)	PUNCT
fuelectenerg-10771	117	35	.	.	PUNCT
fuelectenerg-10771	118	1	after	after	SCONJ
fuelectenerg-10771	118	2	that	that	PRON
fuelectenerg-10771	118	3	prepare	prepare	VERB
fuelectenerg-10771	118	4	a	a	DET
fuelectenerg-10771	118	5	data	data	NOUN
fuelectenerg-10771	118	6	frame	frame	NOUN
fuelectenerg-10771	118	7	consisting	consist	VERB
fuelectenerg-10771	118	8	of	of	ADP
fuelectenerg-10771	118	9	all	all	DET
fuelectenerg-10771	118	10	three	three	NUM
fuelectenerg-10771	118	11	values	value	NOUN
fuelectenerg-10771	118	12	(	(	PUNCT
fuelectenerg-10771	118	13	frequency	frequency	NOUN
fuelectenerg-10771	118	14	,	,	PUNCT
fuelectenerg-10771	118	15	height	height	NOUN
fuelectenerg-10771	118	16	and	and	CCONJ
fuelectenerg-10771	118	17	s11	s11	NUM
fuelectenerg-10771	118	18	)	)	PUNCT
fuelectenerg-10771	118	19	in	in	ADP
fuelectenerg-10771	118	20	one	one	NUM
fuelectenerg-10771	118	21	row	row	NOUN
fuelectenerg-10771	118	22	so	so	SCONJ
fuelectenerg-10771	118	23	that	that	SCONJ
fuelectenerg-10771	118	24	it	it	PRON
fuelectenerg-10771	118	25	can	can	AUX
fuelectenerg-10771	118	26	machine	machine	NOUN
fuelectenerg-10771	118	27	learning	learning	NOUN
fuelectenerg-10771	118	28	assisted	assist	VERB
fuelectenerg-10771	118	29	optimization	optimization	NOUN
fuelectenerg-10771	118	30	and	and	CCONJ
fuelectenerg-10771	118	31	its	its	PRON
fuelectenerg-10771	118	32	application	application	NOUN
fuelectenerg-10771	118	33	to	to	ADP
fuelectenerg-10771	118	34	hybrid	hybrid	ADJ
fuelectenerg-10771	118	35	dielectric	dielectric	ADJ
fuelectenerg-10771	118	36	resonator	resonator	NOUN
fuelectenerg-10771	118	37	antenna	antenna	NOUN
fuelectenerg-10771	118	38	design	design	NOUN
fuelectenerg-10771	118	39	37	37	NUM
fuelectenerg-10771	118	40	be	be	AUX
fuelectenerg-10771	118	41	used	use	VERB
fuelectenerg-10771	118	42	as	as	ADP
fuelectenerg-10771	118	43	actual	actual	ADJ
fuelectenerg-10771	118	44	data	datum	NOUN
fuelectenerg-10771	118	45	for	for	ADP
fuelectenerg-10771	118	46	our	our	PRON
fuelectenerg-10771	118	47	models	model	NOUN
fuelectenerg-10771	118	48	,	,	PUNCT
fuelectenerg-10771	118	49	i.e.	i.e.	X
fuelectenerg-10771	118	50	,	,	PUNCT
fuelectenerg-10771	118	51	with	with	ADP
fuelectenerg-10771	118	52	features	feature	NOUN
fuelectenerg-10771	118	53	and	and	CCONJ
fuelectenerg-10771	118	54	responses	response	NOUN
fuelectenerg-10771	118	55	defined	define	VERB
fuelectenerg-10771	118	56	clearly	clearly	ADV
fuelectenerg-10771	118	57	.	.	PUNCT
fuelectenerg-10771	119	1	preparation	preparation	NOUN
fuelectenerg-10771	119	2	of	of	ADP
fuelectenerg-10771	119	3	final	final	ADJ
fuelectenerg-10771	119	4	data	datum	NOUN
fuelectenerg-10771	119	5	frame	frame	NOUN
fuelectenerg-10771	119	6	is	be	AUX
fuelectenerg-10771	119	7	indicated	indicate	VERB
fuelectenerg-10771	119	8	in	in	ADP
fuelectenerg-10771	119	9	fig	fig	NOUN
fuelectenerg-10771	119	10	.	.	PUNCT
fuelectenerg-10771	120	1	7	7	X
fuelectenerg-10771	120	2	.	.	X
fuelectenerg-10771	120	3	fig	fig	NOUN
fuelectenerg-10771	120	4	.	.	PUNCT
fuelectenerg-10771	121	1	7	7	NUM
fuelectenerg-10771	122	1	preparing	prepare	VERB
fuelectenerg-10771	122	2	final	final	ADJ
fuelectenerg-10771	122	3	data	datum	NOUN
fuelectenerg-10771	122	4	frame	frame	NOUN
fuelectenerg-10771	122	5	3.6	3.6	NUM
fuelectenerg-10771	122	6	.	.	PUNCT
fuelectenerg-10771	123	1	data	datum	NOUN
fuelectenerg-10771	123	2	visualization	visualization	NOUN
fuelectenerg-10771	123	3	the	the	DET
fuelectenerg-10771	123	4	final	final	ADJ
fuelectenerg-10771	123	5	data	data	NOUN
fuelectenerg-10771	123	6	frame	frame	NOUN
fuelectenerg-10771	123	7	created	create	VERB
fuelectenerg-10771	123	8	in	in	ADP
fuelectenerg-10771	123	9	the	the	DET
fuelectenerg-10771	123	10	previous	previous	ADJ
fuelectenerg-10771	123	11	step	step	NOUN
fuelectenerg-10771	123	12	was	be	AUX
fuelectenerg-10771	123	13	then	then	ADV
fuelectenerg-10771	123	14	visualized	visualize	VERB
fuelectenerg-10771	123	15	in	in	ADP
fuelectenerg-10771	123	16	to	to	PART
fuelectenerg-10771	123	17	get	get	VERB
fuelectenerg-10771	123	18	insights	insight	NOUN
fuelectenerg-10771	123	19	from	from	ADP
fuelectenerg-10771	123	20	the	the	DET
fuelectenerg-10771	123	21	data	datum	NOUN
fuelectenerg-10771	123	22	,	,	PUNCT
fuelectenerg-10771	123	23	shown	show	VERB
fuelectenerg-10771	123	24	in	in	ADP
fuelectenerg-10771	123	25	fig	fig	NOUN
fuelectenerg-10771	123	26	.	.	PUNCT
fuelectenerg-10771	124	1	8	8	NUM
fuelectenerg-10771	125	1	and	and	CCONJ
fuelectenerg-10771	125	2	to	to	PART
fuelectenerg-10771	125	3	decide	decide	VERB
fuelectenerg-10771	125	4	on	on	ADP
fuelectenerg-10771	125	5	which	which	DET
fuelectenerg-10771	125	6	models	model	NOUN
fuelectenerg-10771	125	7	can	can	AUX
fuelectenerg-10771	125	8	be	be	AUX
fuelectenerg-10771	125	9	leveraged	leverage	VERB
fuelectenerg-10771	125	10	for	for	ADP
fuelectenerg-10771	125	11	such	such	DET
fuelectenerg-10771	125	12	a	a	DET
fuelectenerg-10771	125	13	dataset	dataset	NOUN
fuelectenerg-10771	125	14	.	.	PUNCT
fuelectenerg-10771	126	1	treating	treat	VERB
fuelectenerg-10771	126	2	frequency	frequency	NOUN
fuelectenerg-10771	126	3	and	and	CCONJ
fuelectenerg-10771	126	4	height	height	NOUN
fuelectenerg-10771	126	5	as	as	ADP
fuelectenerg-10771	126	6	independent	independent	ADJ
fuelectenerg-10771	126	7	variables	variable	NOUN
fuelectenerg-10771	126	8	and	and	CCONJ
fuelectenerg-10771	126	9	s11	s11	NOUN
fuelectenerg-10771	126	10	will	will	AUX
fuelectenerg-10771	126	11	be	be	AUX
fuelectenerg-10771	126	12	a	a	DET
fuelectenerg-10771	126	13	dependent	dependent	ADJ
fuelectenerg-10771	126	14	variable	variable	NOUN
fuelectenerg-10771	126	15	.	.	PUNCT
fuelectenerg-10771	127	1	relation	relation	NOUN
fuelectenerg-10771	127	2	of	of	ADP
fuelectenerg-10771	127	3	all	all	DET
fuelectenerg-10771	127	4	these	these	DET
fuelectenerg-10771	127	5	three	three	NUM
fuelectenerg-10771	127	6	variables	variable	NOUN
fuelectenerg-10771	127	7	is	be	AUX
fuelectenerg-10771	127	8	shown	show	VERB
fuelectenerg-10771	127	9	in	in	ADP
fuelectenerg-10771	127	10	fig	fig	NOUN
fuelectenerg-10771	127	11	.	.	PUNCT
fuelectenerg-10771	128	1	9	9	X
fuelectenerg-10771	128	2	.	.	X
fuelectenerg-10771	128	3	fig	fig	NOUN
fuelectenerg-10771	128	4	.	.	PUNCT
fuelectenerg-10771	129	1	8	8	NUM
fuelectenerg-10771	129	2	data	datum	NOUN
fuelectenerg-10771	129	3	visualization	visualization	NOUN
fuelectenerg-10771	129	4	fig	fig	NOUN
fuelectenerg-10771	129	5	.	.	PUNCT
fuelectenerg-10771	130	1	9	9	NUM
fuelectenerg-10771	130	2	3d	3d	NUM
fuelectenerg-10771	130	3	visualization	visualization	NOUN
fuelectenerg-10771	130	4	of	of	ADP
fuelectenerg-10771	130	5	dataset	dataset	NOUN
fuelectenerg-10771	130	6	38	38	NUM
fuelectenerg-10771	130	7	p.	p.	NOUN
fuelectenerg-10771	130	8	ranjan	ranjan	PROPN
fuelectenerg-10771	130	9	,	,	PUNCT
fuelectenerg-10771	130	10	h.	h.	PROPN
fuelectenerg-10771	130	11	gupta	gupta	PROPN
fuelectenerg-10771	130	12	,	,	PUNCT
fuelectenerg-10771	130	13	s.yadav	s.yadav	NOUN
fuelectenerg-10771	130	14	,	,	PUNCT
fuelectenerg-10771	130	15	a.	a.	PROPN
fuelectenerg-10771	130	16	sharma	sharma	PROPN
fuelectenerg-10771	130	17	3.7	3.7	NUM
fuelectenerg-10771	130	18	.	.	PUNCT
fuelectenerg-10771	131	1	multiple	multiple	ADJ
fuelectenerg-10771	131	2	regression	regression	NOUN
fuelectenerg-10771	131	3	the	the	DET
fuelectenerg-10771	131	4	very	very	ADV
fuelectenerg-10771	131	5	first	first	ADJ
fuelectenerg-10771	131	6	model	model	NOUN
fuelectenerg-10771	131	7	used	use	VERB
fuelectenerg-10771	131	8	here	here	ADV
fuelectenerg-10771	131	9	for	for	ADP
fuelectenerg-10771	131	10	dataset	dataset	NOUN
fuelectenerg-10771	131	11	was	be	AUX
fuelectenerg-10771	131	12	multiple	multiple	ADJ
fuelectenerg-10771	131	13	regression	regression	NOUN
fuelectenerg-10771	131	14	.	.	PUNCT
fuelectenerg-10771	132	1	the	the	DET
fuelectenerg-10771	132	2	multiple	multiple	ADJ
fuelectenerg-10771	132	3	regression	regression	NOUN
fuelectenerg-10771	132	4	was	be	AUX
fuelectenerg-10771	132	5	used	use	VERB
fuelectenerg-10771	132	6	because	because	SCONJ
fuelectenerg-10771	132	7	of	of	ADP
fuelectenerg-10771	132	8	our	our	PRON
fuelectenerg-10771	132	9	dependent	dependent	ADJ
fuelectenerg-10771	132	10	variable	variable	NOUN
fuelectenerg-10771	132	11	(	(	PUNCT
fuelectenerg-10771	132	12	s11	s11	PROPN
fuelectenerg-10771	132	13	)	)	PUNCT
fuelectenerg-10771	132	14	.	.	PUNCT
fuelectenerg-10771	133	1	in	in	ADP
fuelectenerg-10771	133	2	linear	linear	PROPN
fuelectenerg-10771	133	3	regression	regression	NOUN
fuelectenerg-10771	133	4	,	,	PUNCT
fuelectenerg-10771	133	5	the	the	DET
fuelectenerg-10771	133	6	relationship	relationship	NOUN
fuelectenerg-10771	133	7	between	between	ADP
fuelectenerg-10771	133	8	dependent	dependent	ADJ
fuelectenerg-10771	133	9	variable	variable	ADJ
fuelectenerg-10771	133	10	and	and	CCONJ
fuelectenerg-10771	133	11	independent	independent	ADJ
fuelectenerg-10771	133	12	variable	variable	NOUN
fuelectenerg-10771	133	13	x1	x1	PROPN
fuelectenerg-10771	133	14	,	,	PUNCT
fuelectenerg-10771	133	15	......	......	PUNCT
fuelectenerg-10771	133	16	,	,	PUNCT
fuelectenerg-10771	133	17	xp	xp	INTJ
fuelectenerg-10771	133	18	is	be	AUX
fuelectenerg-10771	133	19	given	give	VERB
fuelectenerg-10771	133	20	by	by	ADP
fuelectenerg-10771	133	21	equation	equation	NOUN
fuelectenerg-10771	133	22	:	:	PUNCT
fuelectenerg-10771	133	23	y	y	PROPN
fuelectenerg-10771	133	24	=	=	SYM
fuelectenerg-10771	133	25	f(x	f(x	PROPN
fuelectenerg-10771	133	26	)	)	PUNCT
fuelectenerg-10771	134	1	+	+	CCONJ
fuelectenerg-10771	134	2	ϵ	ϵ	X
fuelectenerg-10771	134	3	(	(	PUNCT
fuelectenerg-10771	134	4	3	3	NUM
fuelectenerg-10771	134	5	)	)	PUNCT
fuelectenerg-10771	134	6	since	since	SCONJ
fuelectenerg-10771	134	7	there	there	PRON
fuelectenerg-10771	134	8	are	be	VERB
fuelectenerg-10771	134	9	multiple	multiple	ADJ
fuelectenerg-10771	134	10	independent	independent	ADJ
fuelectenerg-10771	134	11	variables	variable	NOUN
fuelectenerg-10771	134	12	(	(	PUNCT
fuelectenerg-10771	134	13	height	height	NOUN
fuelectenerg-10771	134	14	and	and	CCONJ
fuelectenerg-10771	134	15	frequency	frequency	NOUN
fuelectenerg-10771	134	16	)	)	PUNCT
fuelectenerg-10771	134	17	and	and	CCONJ
fuelectenerg-10771	134	18	a	a	DET
fuelectenerg-10771	134	19	dependent	dependent	ADJ
fuelectenerg-10771	134	20	variable	variable	NOUN
fuelectenerg-10771	134	21	(	(	PUNCT
fuelectenerg-10771	134	22	s11	s11	PROPN
fuelectenerg-10771	134	23	)	)	PUNCT
fuelectenerg-10771	134	24	to	to	PART
fuelectenerg-10771	134	25	predict	predict	VERB
fuelectenerg-10771	134	26	,	,	PUNCT
fuelectenerg-10771	134	27	the	the	DET
fuelectenerg-10771	134	28	multiple	multiple	ADJ
fuelectenerg-10771	134	29	regression	regression	NOUN
fuelectenerg-10771	134	30	model	model	NOUN
fuelectenerg-10771	134	31	will	will	AUX
fuelectenerg-10771	134	32	be	be	AUX
fuelectenerg-10771	134	33	given	give	VERB
fuelectenerg-10771	134	34	by	by	ADP
fuelectenerg-10771	134	35	:	:	PUNCT
fuelectenerg-10771	134	36	f(x	f(x	PROPN
fuelectenerg-10771	134	37	)	)	PUNCT
fuelectenerg-10771	135	1	=	=	SYM
fuelectenerg-10771	135	2	β0	β0	PROPN
fuelectenerg-10771	136	1	+	+	CCONJ
fuelectenerg-10771	136	2	β1x1	β1x1	PUNCT
fuelectenerg-10771	137	1	+	+	CCONJ
fuelectenerg-10771	137	2	...	...	PUNCT
fuelectenerg-10771	138	1	+	+	CCONJ
fuelectenerg-10771	139	1	βp	βp	NUM
fuelectenerg-10771	139	2	xp	xp	INTJ
fuelectenerg-10771	139	3	(	(	PUNCT
fuelectenerg-10771	139	4	4	4	NUM
fuelectenerg-10771	139	5	)	)	PUNCT
fuelectenerg-10771	139	6	where	where	SCONJ
fuelectenerg-10771	139	7	to	to	PART
fuelectenerg-10771	139	8	calculate	calculate	VERB
fuelectenerg-10771	139	9	dependent	dependent	ADJ
fuelectenerg-10771	139	10	variable	variable	NOUN
fuelectenerg-10771	139	11	(	(	PUNCT
fuelectenerg-10771	139	12	f{x	f{x	PROPN
fuelectenerg-10771	139	13	}	}	PUNCT
fuelectenerg-10771	139	14	)	)	PUNCT
fuelectenerg-10771	139	15	,	,	PUNCT
fuelectenerg-10771	139	16	β0	β0	NOUN
fuelectenerg-10771	139	17	...	...	PUNCT
fuelectenerg-10771	139	18	p	p	NOUN
fuelectenerg-10771	139	19	are	be	AUX
fuelectenerg-10771	139	20	the	the	DET
fuelectenerg-10771	139	21	coefficients	coefficient	NOUN
fuelectenerg-10771	139	22	of	of	ADP
fuelectenerg-10771	139	23	the	the	DET
fuelectenerg-10771	139	24	model	model	NOUN
fuelectenerg-10771	139	25	and	and	CCONJ
fuelectenerg-10771	139	26	x1	x1	NUM
fuelectenerg-10771	139	27	...	...	PUNCT
fuelectenerg-10771	139	28	p	p	X
fuelectenerg-10771	139	29	are	be	AUX
fuelectenerg-10771	139	30	the	the	DET
fuelectenerg-10771	139	31	independent	independent	ADJ
fuelectenerg-10771	139	32	variables	variable	NOUN
fuelectenerg-10771	139	33	used	use	VERB
fuelectenerg-10771	139	34	to	to	PART
fuelectenerg-10771	139	35	ensure	ensure	VERB
fuelectenerg-10771	139	36	maximal	maximal	ADJ
fuelectenerg-10771	139	37	prediction	prediction	NOUN
fuelectenerg-10771	139	38	of	of	ADP
fuelectenerg-10771	139	39	the	the	DET
fuelectenerg-10771	139	40	dependent	dependent	ADJ
fuelectenerg-10771	139	41	variable	variable	NOUN
fuelectenerg-10771	139	42	from	from	ADP
fuelectenerg-10771	139	43	the	the	DET
fuelectenerg-10771	139	44	set	set	NOUN
fuelectenerg-10771	139	45	of	of	ADP
fuelectenerg-10771	139	46	independent	independent	ADJ
fuelectenerg-10771	139	47	variables	variable	NOUN
fuelectenerg-10771	139	48	.	.	PUNCT
fuelectenerg-10771	140	1	fig	fig	NOUN
fuelectenerg-10771	140	2	.	.	PUNCT
fuelectenerg-10771	141	1	10	10	NUM
fuelectenerg-10771	141	2	multiple	multiple	ADJ
fuelectenerg-10771	141	3	regression	regression	NOUN
fuelectenerg-10771	141	4	predictions	prediction	NOUN
fuelectenerg-10771	141	5	versus	versus	ADP
fuelectenerg-10771	141	6	actual	actual	ADJ
fuelectenerg-10771	141	7	s11	s11	NOUN
fuelectenerg-10771	141	8	this	this	DET
fuelectenerg-10771	141	9	multiple	multiple	ADJ
fuelectenerg-10771	141	10	regression	regression	NOUN
fuelectenerg-10771	141	11	model	model	NOUN
fuelectenerg-10771	141	12	was	be	AUX
fuelectenerg-10771	141	13	not	not	PART
fuelectenerg-10771	141	14	that	that	ADV
fuelectenerg-10771	141	15	much	much	ADV
fuelectenerg-10771	141	16	aligned	align	VERB
fuelectenerg-10771	141	17	with	with	ADP
fuelectenerg-10771	141	18	the	the	DET
fuelectenerg-10771	141	19	dataset	dataset	NOUN
fuelectenerg-10771	141	20	and	and	CCONJ
fuelectenerg-10771	141	21	we	we	PRON
fuelectenerg-10771	141	22	got	get	VERB
fuelectenerg-10771	141	23	only	only	ADV
fuelectenerg-10771	141	24	23	23	NUM
fuelectenerg-10771	141	25	%	%	NOUN
fuelectenerg-10771	141	26	of	of	ADP
fuelectenerg-10771	141	27	accuracy	accuracy	NOUN
fuelectenerg-10771	141	28	for	for	ADP
fuelectenerg-10771	141	29	our	our	PRON
fuelectenerg-10771	141	30	test	test	NOUN
fuelectenerg-10771	141	31	dataset	dataset	VERB
fuelectenerg-10771	141	32	.	.	PUNCT
fuelectenerg-10771	142	1	this	this	PRON
fuelectenerg-10771	142	2	can	can	AUX
fuelectenerg-10771	142	3	be	be	AUX
fuelectenerg-10771	142	4	referred	refer	VERB
fuelectenerg-10771	142	5	from	from	ADP
fuelectenerg-10771	142	6	fig	fig	NOUN
fuelectenerg-10771	142	7	.	.	PUNCT
fuelectenerg-10771	143	1	10	10	NUM
fuelectenerg-10771	143	2	.	.	X
fuelectenerg-10771	144	1	3.8	3.8	NUM
fuelectenerg-10771	144	2	.	.	PUNCT
fuelectenerg-10771	145	1	polynomial	polynomial	ADJ
fuelectenerg-10771	145	2	regression	regression	NOUN
fuelectenerg-10771	145	3	it	it	PRON
fuelectenerg-10771	145	4	is	be	AUX
fuelectenerg-10771	145	5	one	one	NUM
fuelectenerg-10771	145	6	of	of	ADP
fuelectenerg-10771	145	7	the	the	DET
fuelectenerg-10771	145	8	types	type	NOUN
fuelectenerg-10771	145	9	of	of	ADP
fuelectenerg-10771	145	10	linear	linear	ADJ
fuelectenerg-10771	145	11	regression	regression	NOUN
fuelectenerg-10771	145	12	where	where	SCONJ
fuelectenerg-10771	145	13	connection	connection	NOUN
fuelectenerg-10771	145	14	amidst	amidst	ADP
fuelectenerg-10771	145	15	the	the	DET
fuelectenerg-10771	145	16	dependent	dependent	ADJ
fuelectenerg-10771	145	17	and	and	CCONJ
fuelectenerg-10771	145	18	independent	independent	ADJ
fuelectenerg-10771	145	19	variable	variable	ADJ
fuelectenerg-10771	145	20	y	y	PROPN
fuelectenerg-10771	145	21	and	and	CCONJ
fuelectenerg-10771	145	22	x	x	PROPN
fuelectenerg-10771	145	23	is	be	AUX
fuelectenerg-10771	145	24	demonstrated	demonstrate	VERB
fuelectenerg-10771	145	25	as	as	ADP
fuelectenerg-10771	145	26	an	an	DET
fuelectenerg-10771	145	27	nth	nth	NOUN
fuelectenerg-10771	145	28	degree	degree	NOUN
fuelectenerg-10771	145	29	polynomial	polynomial	ADJ
fuelectenerg-10771	145	30	.	.	PUNCT
fuelectenerg-10771	146	1	a	a	DET
fuelectenerg-10771	146	2	nonlinear	nonlinear	ADJ
fuelectenerg-10771	146	3	relationship	relationship	NOUN
fuelectenerg-10771	146	4	is	be	AUX
fuelectenerg-10771	146	5	fitted	fit	VERB
fuelectenerg-10771	146	6	on	on	ADP
fuelectenerg-10771	146	7	this	this	DET
fuelectenerg-10771	146	8	regression	regression	NOUN
fuelectenerg-10771	146	9	between	between	ADP
fuelectenerg-10771	146	10	an	an	DET
fuelectenerg-10771	146	11	estimation	estimation	NOUN
fuelectenerg-10771	146	12	of	of	ADP
fuelectenerg-10771	146	13	x	x	PUNCT
fuelectenerg-10771	146	14	and	and	CCONJ
fuelectenerg-10771	146	15	the	the	DET
fuelectenerg-10771	146	16	subsequent	subsequent	ADJ
fuelectenerg-10771	146	17	mean	mean	NOUN
fuelectenerg-10771	146	18	of	of	ADP
fuelectenerg-10771	146	19	y	y	PROPN
fuelectenerg-10771	146	20	,	,	PUNCT
fuelectenerg-10771	146	21	denoted	denote	VERB
fuelectenerg-10771	146	22	by	by	ADP
fuelectenerg-10771	146	23	e(y|x	e(y|x	NUM
fuelectenerg-10771	146	24	)	)	PUNCT
fuelectenerg-10771	146	25	.	.	PUNCT
fuelectenerg-10771	147	1	polynomial	polynomial	ADJ
fuelectenerg-10771	147	2	regression	regression	NOUN
fuelectenerg-10771	147	3	is	be	AUX
fuelectenerg-10771	147	4	used	use	VERB
fuelectenerg-10771	147	5	for	for	ADP
fuelectenerg-10771	147	6	many	many	ADJ
fuelectenerg-10771	147	7	reasons	reason	NOUN
fuelectenerg-10771	147	8	:	:	PUNCT
fuelectenerg-10771	148	1	1	1	X
fuelectenerg-10771	148	2	.	.	X
fuelectenerg-10771	148	3	all	all	DET
fuelectenerg-10771	148	4	the	the	DET
fuelectenerg-10771	148	5	curvilinear	curvilinear	ADJ
fuelectenerg-10771	148	6	relationships	relationship	NOUN
fuelectenerg-10771	148	7	include	include	VERB
fuelectenerg-10771	148	8	polynomial	polynomial	ADJ
fuelectenerg-10771	148	9	terms	term	NOUN
fuelectenerg-10771	148	10	.	.	PUNCT
fuelectenerg-10771	149	1	2	2	X
fuelectenerg-10771	149	2	.	.	X
fuelectenerg-10771	149	3	inspection	inspection	NOUN
fuelectenerg-10771	149	4	of	of	ADP
fuelectenerg-10771	149	5	residuals	residual	NOUN
fuelectenerg-10771	149	6	.	.	PUNCT
fuelectenerg-10771	150	1	on	on	ADP
fuelectenerg-10771	150	2	the	the	DET
fuelectenerg-10771	150	3	off	off	ADJ
fuelectenerg-10771	150	4	chance	chance	NOUN
fuelectenerg-10771	150	5	of	of	ADP
fuelectenerg-10771	150	6	a	a	DET
fuelectenerg-10771	150	7	curved	curved	ADJ
fuelectenerg-10771	150	8	data	datum	NOUN
fuelectenerg-10771	150	9	a	a	DET
fuelectenerg-10771	150	10	linear	linear	ADJ
fuelectenerg-10771	150	11	model	model	NOUN
fuelectenerg-10771	150	12	is	be	AUX
fuelectenerg-10771	150	13	fitted	fit	VERB
fuelectenerg-10771	150	14	,	,	PUNCT
fuelectenerg-10771	150	15	a	a	DET
fuelectenerg-10771	150	16	graph	graph	NOUN
fuelectenerg-10771	150	17	consists	consist	VERB
fuelectenerg-10771	150	18	of	of	ADP
fuelectenerg-10771	150	19	a	a	DET
fuelectenerg-10771	150	20	predictor	predictor	NOUN
fuelectenerg-10771	150	21	(	(	PUNCT
fuelectenerg-10771	150	22	x	x	NOUN
fuelectenerg-10771	150	23	-	-	NOUN
fuelectenerg-10771	150	24	axis	axis	ADJ
fuelectenerg-10771	150	25	)	)	PUNCT
fuelectenerg-10771	150	26	and	and	CCONJ
fuelectenerg-10771	150	27	a	a	DET
fuelectenerg-10771	150	28	scatter	scatter	NOUN
fuelectenerg-10771	150	29	plot	plot	NOUN
fuelectenerg-10771	150	30	of	of	ADP
fuelectenerg-10771	150	31	residuals	residual	NOUN
fuelectenerg-10771	150	32	(	(	PUNCT
fuelectenerg-10771	150	33	y	y	NOUN
fuelectenerg-10771	150	34	-	-	PUNCT
fuelectenerg-10771	150	35	axis	axis	NOUN
fuelectenerg-10771	150	36	)	)	PUNCT
fuelectenerg-10771	150	37	is	be	AUX
fuelectenerg-10771	150	38	having	have	VERB
fuelectenerg-10771	150	39	many	many	ADJ
fuelectenerg-10771	150	40	positive	positive	ADJ
fuelectenerg-10771	150	41	residuals	residual	NOUN
fuelectenerg-10771	150	42	in	in	ADP
fuelectenerg-10771	150	43	the	the	DET
fuelectenerg-10771	150	44	center	center	NOUN
fuelectenerg-10771	150	45	consequently	consequently	ADV
fuelectenerg-10771	150	46	,	,	PUNCT
fuelectenerg-10771	150	47	in	in	ADP
fuelectenerg-10771	150	48	these	these	DET
fuelectenerg-10771	150	49	cases	case	NOUN
fuelectenerg-10771	150	50	it	it	PRON
fuelectenerg-10771	150	51	is	be	AUX
fuelectenerg-10771	150	52	not	not	PART
fuelectenerg-10771	150	53	suitable	suitable	ADJ
fuelectenerg-10771	150	54	.	.	PUNCT
fuelectenerg-10771	151	1	3	3	X
fuelectenerg-10771	151	2	.	.	X
fuelectenerg-10771	151	3	a	a	DET
fuelectenerg-10771	151	4	speculation	speculation	NOUN
fuelectenerg-10771	151	5	in	in	ADP
fuelectenerg-10771	151	6	different	different	ADJ
fuelectenerg-10771	151	7	multiple	multiple	ADJ
fuelectenerg-10771	151	8	linear	linear	ADJ
fuelectenerg-10771	151	9	regression	regression	NOUN
fuelectenerg-10771	151	10	analysis	analysis	NOUN
fuelectenerg-10771	151	11	talks	talk	NOUN
fuelectenerg-10771	151	12	about	about	ADP
fuelectenerg-10771	151	13	independent	independent	ADJ
fuelectenerg-10771	151	14	variables	variable	NOUN
fuelectenerg-10771	151	15	.	.	PUNCT
fuelectenerg-10771	152	1	in	in	ADP
fuelectenerg-10771	152	2	a	a	DET
fuelectenerg-10771	152	3	polynomial	polynomial	ADJ
fuelectenerg-10771	152	4	regression	regression	NOUN
fuelectenerg-10771	152	5	model	model	NOUN
fuelectenerg-10771	152	6	,	,	PUNCT
fuelectenerg-10771	152	7	this	this	DET
fuelectenerg-10771	152	8	supposition	supposition	NOUN
fuelectenerg-10771	152	9	is	be	AUX
fuelectenerg-10771	152	10	not	not	PART
fuelectenerg-10771	152	11	fulfilled	fulfil	VERB
fuelectenerg-10771	152	12	.	.	PUNCT
fuelectenerg-10771	153	1	y	y	X
fuelectenerg-10771	153	2	=	=	PUNCT
fuelectenerg-10771	154	1	a	a	DET
fuelectenerg-10771	154	2	+	+	X
fuelectenerg-10771	154	3	b1x1	b1x1	NOUN
fuelectenerg-10771	154	4	+	+	NOUN
fuelectenerg-10771	154	5	b2x2	b2x2	ADP
fuelectenerg-10771	154	6	+	+	ADJ
fuelectenerg-10771	154	7	....	....	PUNCT
fuelectenerg-10771	154	8	+	+	X
fuelectenerg-10771	154	9	bnxn	bnxn	ADJ
fuelectenerg-10771	154	10	+	+	CCONJ
fuelectenerg-10771	154	11	ϵ	ϵ	X
fuelectenerg-10771	154	12	(	(	PUNCT
fuelectenerg-10771	154	13	5	5	NUM
fuelectenerg-10771	154	14	)	)	PUNCT
fuelectenerg-10771	154	15	machine	machine	NOUN
fuelectenerg-10771	154	16	learning	learning	NOUN
fuelectenerg-10771	154	17	assisted	assist	VERB
fuelectenerg-10771	154	18	optimization	optimization	NOUN
fuelectenerg-10771	154	19	and	and	CCONJ
fuelectenerg-10771	154	20	its	its	PRON
fuelectenerg-10771	154	21	application	application	NOUN
fuelectenerg-10771	154	22	to	to	ADP
fuelectenerg-10771	154	23	hybrid	hybrid	ADJ
fuelectenerg-10771	154	24	dielectric	dielectric	ADJ
fuelectenerg-10771	154	25	resonator	resonator	NOUN
fuelectenerg-10771	154	26	antenna	antenna	NOUN
fuelectenerg-10771	154	27	design	design	VERB
fuelectenerg-10771	154	28	39	39	NUM
fuelectenerg-10771	154	29	on	on	ADP
fuelectenerg-10771	154	30	the	the	DET
fuelectenerg-10771	154	31	variable	variable	ADJ
fuelectenerg-10771	154	32	x	x	NOUN
fuelectenerg-10771	154	33	,	,	PUNCT
fuelectenerg-10771	154	34	y	y	PROPN
fuelectenerg-10771	154	35	is	be	AUX
fuelectenerg-10771	154	36	dependent	dependent	ADJ
fuelectenerg-10771	154	37	,	,	PUNCT
fuelectenerg-10771	154	38	intercept	intercept	NOUN
fuelectenerg-10771	154	39	of	of	ADP
fuelectenerg-10771	154	40	y	y	PROPN
fuelectenerg-10771	154	41	is	be	AUX
fuelectenerg-10771	154	42	the	the	DET
fuelectenerg-10771	154	43	rate	rate	NOUN
fuelectenerg-10771	154	44	of	of	ADP
fuelectenerg-10771	154	45	error	error	NOUN
fuelectenerg-10771	154	46	.	.	PUNCT
fuelectenerg-10771	155	1	therefore	therefore	ADV
fuelectenerg-10771	155	2	,	,	PUNCT
fuelectenerg-10771	155	3	using	use	VERB
fuelectenerg-10771	155	4	least	least	ADJ
fuelectenerg-10771	155	5	square	square	ADJ
fuelectenerg-10771	155	6	technique	technique	NOUN
fuelectenerg-10771	155	7	,	,	PUNCT
fuelectenerg-10771	155	8	computed	compute	VERB
fuelectenerg-10771	155	9	y	y	PROPN
fuelectenerg-10771	155	10	is	be	AUX
fuelectenerg-10771	155	11	the	the	DET
fuelectenerg-10771	155	12	response	response	NOUN
fuelectenerg-10771	155	13	value	value	NOUN
fuelectenerg-10771	155	14	.	.	PUNCT
fuelectenerg-10771	156	1	another	another	DET
fuelectenerg-10771	156	2	important	important	ADJ
fuelectenerg-10771	156	3	thing	thing	NOUN
fuelectenerg-10771	156	4	to	to	PART
fuelectenerg-10771	156	5	note	note	VERB
fuelectenerg-10771	156	6	is	be	AUX
fuelectenerg-10771	156	7	that	that	SCONJ
fuelectenerg-10771	156	8	the	the	DET
fuelectenerg-10771	156	9	polynomial	polynomial	ADJ
fuelectenerg-10771	156	10	regression	regression	NOUN
fuelectenerg-10771	156	11	is	be	AUX
fuelectenerg-10771	156	12	very	very	ADV
fuelectenerg-10771	156	13	delicate	delicate	ADJ
fuelectenerg-10771	156	14	from	from	ADP
fuelectenerg-10771	156	15	the	the	DET
fuelectenerg-10771	156	16	outliers	outlier	NOUN
fuelectenerg-10771	156	17	and	and	CCONJ
fuelectenerg-10771	156	18	in	in	ADP
fuelectenerg-10771	156	19	the	the	DET
fuelectenerg-10771	156	20	proximity	proximity	NOUN
fuelectenerg-10771	156	21	of	of	ADP
fuelectenerg-10771	156	22	countable	countable	ADJ
fuelectenerg-10771	156	23	outliers	outlier	NOUN
fuelectenerg-10771	156	24	which	which	PRON
fuelectenerg-10771	156	25	are	be	AUX
fuelectenerg-10771	156	26	present	present	ADJ
fuelectenerg-10771	156	27	in	in	ADP
fuelectenerg-10771	156	28	the	the	DET
fuelectenerg-10771	156	29	data	datum	NOUN
fuelectenerg-10771	156	30	of	of	ADP
fuelectenerg-10771	156	31	a	a	DET
fuelectenerg-10771	156	32	nonlinear	nonlinear	ADJ
fuelectenerg-10771	156	33	analysis	analysis	NOUN
fuelectenerg-10771	156	34	can	can	AUX
fuelectenerg-10771	156	35	change	change	VERB
fuelectenerg-10771	156	36	the	the	DET
fuelectenerg-10771	156	37	results	result	NOUN
fuelectenerg-10771	156	38	drastically	drastically	ADV
fuelectenerg-10771	156	39	.	.	PUNCT
fuelectenerg-10771	157	1	fig	fig	NOUN
fuelectenerg-10771	157	2	.	.	PUNCT
fuelectenerg-10771	158	1	11	11	NUM
fuelectenerg-10771	158	2	polynomial	polynomial	ADJ
fuelectenerg-10771	158	3	regression	regression	NOUN
fuelectenerg-10771	158	4	predictions	prediction	NOUN
fuelectenerg-10771	158	5	vs	vs	ADP
fuelectenerg-10771	158	6	actual	actual	ADJ
fuelectenerg-10771	158	7	s11	s11	NOUN
fuelectenerg-10771	158	8	starting	start	VERB
fuelectenerg-10771	158	9	with	with	ADP
fuelectenerg-10771	158	10	the	the	DET
fuelectenerg-10771	158	11	2nd	2nd	ADJ
fuelectenerg-10771	158	12	degree	degree	NOUN
fuelectenerg-10771	158	13	polynomial	polynomial	ADJ
fuelectenerg-10771	158	14	,	,	PUNCT
fuelectenerg-10771	158	15	polynomial	polynomial	ADJ
fuelectenerg-10771	158	16	regression	regression	NOUN
fuelectenerg-10771	158	17	did	do	AUX
fuelectenerg-10771	158	18	not	not	PART
fuelectenerg-10771	158	19	achieve	achieve	VERB
fuelectenerg-10771	158	20	the	the	DET
fuelectenerg-10771	158	21	desired	desire	VERB
fuelectenerg-10771	158	22	result	result	NOUN
fuelectenerg-10771	158	23	.	.	PUNCT
fuelectenerg-10771	159	1	when	when	SCONJ
fuelectenerg-10771	159	2	the	the	DET
fuelectenerg-10771	159	3	degree	degree	NOUN
fuelectenerg-10771	159	4	is	be	AUX
fuelectenerg-10771	159	5	increased	increase	VERB
fuelectenerg-10771	159	6	,	,	PUNCT
fuelectenerg-10771	159	7	it	it	PRON
fuelectenerg-10771	159	8	is	be	AUX
fuelectenerg-10771	159	9	also	also	ADV
fuelectenerg-10771	159	10	observed	observe	VERB
fuelectenerg-10771	159	11	that	that	SCONJ
fuelectenerg-10771	159	12	accuracy	accuracy	NOUN
fuelectenerg-10771	159	13	increases	increase	NOUN
fuelectenerg-10771	159	14	;	;	PUNCT
fuelectenerg-10771	159	15	within	within	ADP
fuelectenerg-10771	159	16	this	this	DET
fuelectenerg-10771	159	17	model	model	NOUN
fuelectenerg-10771	159	18	accuracy	accuracy	NOUN
fuelectenerg-10771	159	19	is	be	AUX
fuelectenerg-10771	159	20	up	up	ADV
fuelectenerg-10771	159	21	to	to	PART
fuelectenerg-10771	159	22	62	62	NUM
fuelectenerg-10771	159	23	%	%	NOUN
fuelectenerg-10771	159	24	.	.	PUNCT
fuelectenerg-10771	160	1	actual	actual	ADJ
fuelectenerg-10771	160	2	and	and	CCONJ
fuelectenerg-10771	160	3	predicted	predict	VERB
fuelectenerg-10771	160	4	value	value	NOUN
fuelectenerg-10771	160	5	using	use	VERB
fuelectenerg-10771	160	6	polynomial	polynomial	ADJ
fuelectenerg-10771	160	7	regression	regression	NOUN
fuelectenerg-10771	160	8	predictions	prediction	NOUN
fuelectenerg-10771	160	9	are	be	AUX
fuelectenerg-10771	160	10	displayed	display	VERB
fuelectenerg-10771	160	11	in	in	ADP
fuelectenerg-10771	160	12	fig	fig	NOUN
fuelectenerg-10771	160	13	.	.	PUNCT
fuelectenerg-10771	161	1	11	11	NUM
fuelectenerg-10771	161	2	.	.	X
fuelectenerg-10771	161	3	random	random	ADJ
fuelectenerg-10771	161	4	forest	forest	NOUN
fuelectenerg-10771	161	5	regression	regression	NOUN
fuelectenerg-10771	161	6	random	random	ADJ
fuelectenerg-10771	161	7	forest	forest	NOUN
fuelectenerg-10771	161	8	is	be	AUX
fuelectenerg-10771	161	9	a	a	DET
fuelectenerg-10771	161	10	supervised	supervised	ADJ
fuelectenerg-10771	161	11	learning	learning	NOUN
fuelectenerg-10771	161	12	algorithm	algorithm	NOUN
fuelectenerg-10771	161	13	.	.	PUNCT
fuelectenerg-10771	162	1	the	the	DET
fuelectenerg-10771	162	2	“	"	PUNCT
fuelectenerg-10771	162	3	forest	forest	NOUN
fuelectenerg-10771	162	4	”	"	PUNCT
fuelectenerg-10771	162	5	it	it	PRON
fuelectenerg-10771	162	6	builds	build	VERB
fuelectenerg-10771	162	7	is	be	AUX
fuelectenerg-10771	162	8	an	an	DET
fuelectenerg-10771	162	9	ensemble	ensemble	NOUN
fuelectenerg-10771	162	10	of	of	ADP
fuelectenerg-10771	162	11	decision	decision	NOUN
fuelectenerg-10771	162	12	trees[18	trees[18	ADV
fuelectenerg-10771	162	13	]	]	PUNCT
fuelectenerg-10771	162	14	.	.	PUNCT
fuelectenerg-10771	163	1	this	this	PRON
fuelectenerg-10771	163	2	is	be	AUX
fuelectenerg-10771	163	3	based	base	VERB
fuelectenerg-10771	163	4	on	on	ADP
fuelectenerg-10771	163	5	a	a	DET
fuelectenerg-10771	163	6	gathering	gathering	NOUN
fuelectenerg-10771	163	7	method	method	NOUN
fuelectenerg-10771	163	8	based	base	VERB
fuelectenerg-10771	163	9	on	on	ADP
fuelectenerg-10771	163	10	bagging	bagging	NOUN
fuelectenerg-10771	163	11	.	.	PUNCT
fuelectenerg-10771	164	1	the	the	DET
fuelectenerg-10771	164	2	classifier	classifier	NOUN
fuelectenerg-10771	164	3	functions	function	NOUN
fuelectenerg-10771	164	4	are	be	AUX
fuelectenerg-10771	164	5	demonstrated	demonstrate	VERB
fuelectenerg-10771	164	6	in	in	ADP
fuelectenerg-10771	164	7	this	this	DET
fuelectenerg-10771	164	8	way	way	NOUN
fuelectenerg-10771	164	9	:	:	PUNCT
fuelectenerg-10771	165	1	1	1	X
fuelectenerg-10771	165	2	.	.	X
fuelectenerg-10771	165	3	d	d	NOUN
fuelectenerg-10771	165	4	is	be	AUX
fuelectenerg-10771	165	5	the	the	DET
fuelectenerg-10771	165	6	classifier	classifier	NOUN
fuelectenerg-10771	165	7	that	that	PRON
fuelectenerg-10771	165	8	primarily	primarily	ADV
fuelectenerg-10771	165	9	makes	make	VERB
fuelectenerg-10771	165	10	k	k	PROPN
fuelectenerg-10771	165	11	bootstrap	bootstrap	NOUN
fuelectenerg-10771	165	12	specimens	specimen	NOUN
fuelectenerg-10771	165	13	of	of	ADP
fuelectenerg-10771	165	14	d	d	PROPN
fuelectenerg-10771	165	15	,	,	PUNCT
fuelectenerg-10771	165	16	and	and	CCONJ
fuelectenerg-10771	165	17	each	each	PRON
fuelectenerg-10771	165	18	of	of	ADP
fuelectenerg-10771	165	19	the	the	DET
fuelectenerg-10771	165	20	specimens	specimen	NOUN
fuelectenerg-10771	165	21	symbolizes	symbolize	VERB
fuelectenerg-10771	165	22	di	di	NOUN
fuelectenerg-10771	165	23	.	.	PUNCT
fuelectenerg-10771	166	1	2	2	X
fuelectenerg-10771	166	2	.	.	X
fuelectenerg-10771	166	3	a	a	DET
fuelectenerg-10771	166	4	di	di	NOUN
fuelectenerg-10771	166	5	has	have	VERB
fuelectenerg-10771	166	6	almost	almost	ADV
fuelectenerg-10771	166	7	the	the	DET
fuelectenerg-10771	166	8	same	same	ADJ
fuelectenerg-10771	166	9	number	number	NOUN
fuelectenerg-10771	166	10	of	of	ADP
fuelectenerg-10771	166	11	tuples	tuple	NOUN
fuelectenerg-10771	166	12	as	as	ADP
fuelectenerg-10771	166	13	d	d	PROPN
fuelectenerg-10771	166	14	that	that	PRON
fuelectenerg-10771	166	15	is	be	AUX
fuelectenerg-10771	166	16	tested	test	VERB
fuelectenerg-10771	166	17	with	with	ADP
fuelectenerg-10771	166	18	substitution	substitution	NOUN
fuelectenerg-10771	166	19	from	from	ADP
fuelectenerg-10771	166	20	d.	d.	PROPN
fuelectenerg-10771	166	21	3	3	NUM
fuelectenerg-10771	166	22	.	.	PUNCT
fuelectenerg-10771	167	1	along	along	ADP
fuelectenerg-10771	167	2	inspecting	inspect	VERB
fuelectenerg-10771	167	3	on	on	ADP
fuelectenerg-10771	167	4	substitution	substitution	NOUN
fuelectenerg-10771	167	5	,	,	PUNCT
fuelectenerg-10771	167	6	in	in	ADP
fuelectenerg-10771	167	7	such	such	DET
fuelectenerg-10771	167	8	a	a	DET
fuelectenerg-10771	167	9	manner	manner	NOUN
fuelectenerg-10771	167	10	as	as	ADP
fuelectenerg-10771	167	11	a	a	DET
fuelectenerg-10771	167	12	portion	portion	NOUN
fuelectenerg-10771	167	13	belonging	belong	VERB
fuelectenerg-10771	167	14	to	to	ADP
fuelectenerg-10771	167	15	the	the	DET
fuelectenerg-10771	167	16	real	real	ADJ
fuelectenerg-10771	167	17	tuples	tuple	NOUN
fuelectenerg-10771	167	18	of	of	ADP
fuelectenerg-10771	167	19	d	d	NOUN
fuelectenerg-10771	167	20	may	may	AUX
fuelectenerg-10771	167	21	should	should	AUX
fuelectenerg-10771	167	22	not	not	PART
fuelectenerg-10771	167	23	contain	contain	VERB
fuelectenerg-10771	167	24	di	di	NOUN
fuelectenerg-10771	167	25	,	,	PUNCT
fuelectenerg-10771	167	26	although	although	SCONJ
fuelectenerg-10771	167	27	further	far	ADV
fuelectenerg-10771	167	28	can	can	AUX
fuelectenerg-10771	167	29	happen	happen	VERB
fuelectenerg-10771	167	30	more	more	ADV
fuelectenerg-10771	167	31	than	than	ADP
fuelectenerg-10771	167	32	once	once	ADV
fuelectenerg-10771	167	33	.	.	PUNCT
fuelectenerg-10771	168	1	the	the	DET
fuelectenerg-10771	168	2	classifier	classifier	NOUN
fuelectenerg-10771	168	3	at	at	ADP
fuelectenerg-10771	168	4	that	that	DET
fuelectenerg-10771	168	5	point	point	NOUN
fuelectenerg-10771	168	6	builds	build	VERB
fuelectenerg-10771	168	7	a	a	DET
fuelectenerg-10771	168	8	decision	decision	NOUN
fuelectenerg-10771	168	9	tree	tree	NOUN
fuelectenerg-10771	168	10	dependent	dependent	ADJ
fuelectenerg-10771	168	11	on	on	ADP
fuelectenerg-10771	168	12	each	each	DET
fuelectenerg-10771	168	13	di	di	NOUN
fuelectenerg-10771	168	14	.	.	PUNCT
fuelectenerg-10771	168	15	accordingly	accordingly	ADV
fuelectenerg-10771	168	16	,	,	PUNCT
fuelectenerg-10771	168	17	a	a	DET
fuelectenerg-10771	168	18	“	"	PUNCT
fuelectenerg-10771	168	19	forest	forest	NOUN
fuelectenerg-10771	168	20	”	"	PUNCT
fuelectenerg-10771	168	21	that	that	PRON
fuelectenerg-10771	168	22	comprises	comprise	VERB
fuelectenerg-10771	168	23	k	k	PROPN
fuelectenerg-10771	168	24	decision	decision	NOUN
fuelectenerg-10771	168	25	trees	tree	NOUN
fuelectenerg-10771	168	26	is	be	AUX
fuelectenerg-10771	168	27	made	make	VERB
fuelectenerg-10771	168	28	.	.	PUNCT
fuelectenerg-10771	169	1	for	for	ADP
fuelectenerg-10771	169	2	categorizing	categorize	VERB
fuelectenerg-10771	169	3	an	an	DET
fuelectenerg-10771	169	4	obscure	obscure	ADJ
fuelectenerg-10771	169	5	tuple	tuple	NOUN
fuelectenerg-10771	169	6	,	,	PUNCT
fuelectenerg-10771	169	7	x	x	PRON
fuelectenerg-10771	169	8	,	,	PUNCT
fuelectenerg-10771	169	9	every	every	DET
fuelectenerg-10771	169	10	tree	tree	NOUN
fuelectenerg-10771	169	11	gives	give	VERB
fuelectenerg-10771	169	12	back	back	ADP
fuelectenerg-10771	169	13	its	its	PRON
fuelectenerg-10771	169	14	class	class	NOUN
fuelectenerg-10771	169	15	forecast	forecast	NOUN
fuelectenerg-10771	169	16	considering	consider	VERB
fuelectenerg-10771	169	17	a	a	DET
fuelectenerg-10771	169	18	single	single	ADJ
fuelectenerg-10771	169	19	vote	vote	NOUN
fuelectenerg-10771	169	20	.	.	PUNCT
fuelectenerg-10771	170	1	the	the	DET
fuelectenerg-10771	170	2	ultimate	ultimate	ADJ
fuelectenerg-10771	170	3	choice	choice	NOUN
fuelectenerg-10771	170	4	of	of	ADP
fuelectenerg-10771	170	5	x	x	NOUN
fuelectenerg-10771	170	6	’s	’s	PART
fuelectenerg-10771	170	7	group	group	NOUN
fuelectenerg-10771	170	8	is	be	AUX
fuelectenerg-10771	170	9	allocated	allocate	VERB
fuelectenerg-10771	170	10	and	and	CCONJ
fuelectenerg-10771	170	11	given	give	VERB
fuelectenerg-10771	170	12	to	to	ADP
fuelectenerg-10771	170	13	that	that	DET
fuelectenerg-10771	170	14	tree	tree	NOUN
fuelectenerg-10771	170	15	which	which	PRON
fuelectenerg-10771	170	16	has	have	VERB
fuelectenerg-10771	170	17	the	the	DET
fuelectenerg-10771	170	18	maximum	maximum	ADJ
fuelectenerg-10771	170	19	votes	vote	NOUN
fuelectenerg-10771	170	20	.	.	PUNCT
fuelectenerg-10771	171	1	the	the	DET
fuelectenerg-10771	171	2	working	working	NOUN
fuelectenerg-10771	171	3	of	of	ADP
fuelectenerg-10771	171	4	random	random	ADJ
fuelectenerg-10771	171	5	forest	forest	NOUN
fuelectenerg-10771	171	6	regression	regression	NOUN
fuelectenerg-10771	171	7	is	be	AUX
fuelectenerg-10771	171	8	portrayed	portray	VERB
fuelectenerg-10771	171	9	in	in	ADP
fuelectenerg-10771	171	10	fig	fig	NOUN
fuelectenerg-10771	171	11	.	.	PUNCT
fuelectenerg-10771	172	1	12	12	NUM
fuelectenerg-10771	172	2	.	.	X
fuelectenerg-10771	173	1	40	40	NUM
fuelectenerg-10771	173	2	p.	p.	PROPN
fuelectenerg-10771	173	3	ranjan	ranjan	PROPN
fuelectenerg-10771	173	4	,	,	PUNCT
fuelectenerg-10771	173	5	h.	h.	PROPN
fuelectenerg-10771	173	6	gupta	gupta	PROPN
fuelectenerg-10771	173	7	,	,	PUNCT
fuelectenerg-10771	173	8	s.yadav	s.yadav	NOUN
fuelectenerg-10771	173	9	,	,	PUNCT
fuelectenerg-10771	173	10	a.	a.	PROPN
fuelectenerg-10771	173	11	sharma	sharma	PROPN
fuelectenerg-10771	173	12	fig	fig	PROPN
fuelectenerg-10771	173	13	.	.	PUNCT
fuelectenerg-10771	174	1	12	12	NUM
fuelectenerg-10771	174	2	random	random	ADJ
fuelectenerg-10771	174	3	forest	forest	NOUN
fuelectenerg-10771	174	4	regression	regression	NOUN
fuelectenerg-10771	174	5	for	for	ADP
fuelectenerg-10771	174	6	its	its	PRON
fuelectenerg-10771	174	7	tree	tree	NOUN
fuelectenerg-10771	174	8	induction	induction	NOUN
fuelectenerg-10771	174	9	this	this	DET
fuelectenerg-10771	174	10	project	project	NOUN
fuelectenerg-10771	174	11	uses	use	VERB
fuelectenerg-10771	174	12	gini	gini	PROPN
fuelectenerg-10771	174	13	index	index	PROPN
fuelectenerg-10771	174	14	.	.	PUNCT
fuelectenerg-10771	175	1	for	for	ADP
fuelectenerg-10771	175	2	d	d	PROPN
fuelectenerg-10771	175	3	,	,	PUNCT
fuelectenerg-10771	175	4	the	the	DET
fuelectenerg-10771	175	5	gini	gini	PROPN
fuelectenerg-10771	175	6	index	index	NOUN
fuelectenerg-10771	175	7	is	be	AUX
fuelectenerg-10771	175	8	computed	compute	VERB
fuelectenerg-10771	175	9	as	as	ADP
fuelectenerg-10771	175	10	:	:	PUNCT
fuelectenerg-10771	175	11	m	m	VERB
fuelectenerg-10771	175	12	gini(d	gini(d	PROPN
fuelectenerg-10771	175	13	)	)	PUNCT
fuelectenerg-10771	175	14	=	=	SYM
fuelectenerg-10771	175	15	1	1	NUM
fuelectenerg-10771	175	16	∑	∑	PROPN
fuelectenerg-10771	175	17	pi2	pi2	PROPN
fuelectenerg-10771	175	18	(	(	PUNCT
fuelectenerg-10771	175	19	6	6	NUM
fuelectenerg-10771	175	20	)	)	PUNCT
fuelectenerg-10771	175	21	i	i	NOUN
fuelectenerg-10771	175	22	=	=	NOUN
fuelectenerg-10771	175	23	1	1	NUM
fuelectenerg-10771	175	24	where	where	SCONJ
fuelectenerg-10771	175	25	pi	pi	NOUN
fuelectenerg-10771	175	26	is	be	AUX
fuelectenerg-10771	175	27	the	the	DET
fuelectenerg-10771	175	28	likelihood	likelihood	NOUN
fuelectenerg-10771	175	29	that	that	SCONJ
fuelectenerg-10771	175	30	a	a	DET
fuelectenerg-10771	175	31	tuple	tuple	NOUN
fuelectenerg-10771	175	32	in	in	ADP
fuelectenerg-10771	175	33	d	d	PROPN
fuelectenerg-10771	175	34	belongs	belong	VERB
fuelectenerg-10771	175	35	to	to	ADP
fuelectenerg-10771	175	36	class	class	PROPN
fuelectenerg-10771	175	37	ci	ci	PROPN
fuelectenerg-10771	175	38	.	.	PUNCT
fuelectenerg-10771	176	1	the	the	DET
fuelectenerg-10771	176	2	gini	gini	PROPN
fuelectenerg-10771	176	3	index	index	NOUN
fuelectenerg-10771	176	4	measures	measure	VERB
fuelectenerg-10771	176	5	the	the	DET
fuelectenerg-10771	176	6	contamination	contamination	NOUN
fuelectenerg-10771	176	7	of	of	ADP
fuelectenerg-10771	176	8	d.	d.	PROPN
fuelectenerg-10771	176	9	if	if	SCONJ
fuelectenerg-10771	176	10	the	the	DET
fuelectenerg-10771	176	11	index	index	NOUN
fuelectenerg-10771	176	12	value	value	NOUN
fuelectenerg-10771	176	13	is	be	AUX
fuelectenerg-10771	176	14	lower	low	ADJ
fuelectenerg-10771	176	15	than	than	SCONJ
fuelectenerg-10771	176	16	better	well	ADJ
fuelectenerg-10771	176	17	d	d	NOUN
fuelectenerg-10771	176	18	was	be	AUX
fuelectenerg-10771	176	19	divided	divide	VERB
fuelectenerg-10771	176	20	.	.	PUNCT
fuelectenerg-10771	177	1	fig	fig	NOUN
fuelectenerg-10771	177	2	.	.	PUNCT
fuelectenerg-10771	178	1	13	13	NUM
fuelectenerg-10771	178	2	random	random	ADJ
fuelectenerg-10771	178	3	forest	forest	NOUN
fuelectenerg-10771	178	4	regression	regression	NOUN
fuelectenerg-10771	178	5	predictions	prediction	NOUN
fuelectenerg-10771	178	6	vs	vs	ADP
fuelectenerg-10771	178	7	actual	actual	ADJ
fuelectenerg-10771	178	8	s11	s11	PROPN
fuelectenerg-10771	178	9	random	random	ADJ
fuelectenerg-10771	178	10	forest	forest	NOUN
fuelectenerg-10771	178	11	regression	regression	NOUN
fuelectenerg-10771	178	12	is	be	AUX
fuelectenerg-10771	178	13	tried	try	VERB
fuelectenerg-10771	178	14	with	with	ADP
fuelectenerg-10771	178	15	a	a	DET
fuelectenerg-10771	178	16	different	different	ADJ
fuelectenerg-10771	178	17	number	number	NOUN
fuelectenerg-10771	178	18	of	of	ADP
fuelectenerg-10771	178	19	estimators	estimator	NOUN
fuelectenerg-10771	178	20	,	,	PUNCT
fuelectenerg-10771	178	21	and	and	CCONJ
fuelectenerg-10771	178	22	after	after	ADP
fuelectenerg-10771	178	23	multiple	multiple	ADJ
fuelectenerg-10771	178	24	training	training	NOUN
fuelectenerg-10771	178	25	,	,	PUNCT
fuelectenerg-10771	178	26	the	the	DET
fuelectenerg-10771	178	27	results	result	NOUN
fuelectenerg-10771	178	28	were	be	AUX
fuelectenerg-10771	178	29	extraordinary	extraordinary	ADJ
fuelectenerg-10771	178	30	for	for	ADP
fuelectenerg-10771	178	31	the	the	DET
fuelectenerg-10771	178	32	provided	provide	VERB
fuelectenerg-10771	178	33	dataset	dataset	NOUN
fuelectenerg-10771	178	34	,	,	PUNCT
fuelectenerg-10771	178	35	and	and	CCONJ
fuelectenerg-10771	178	36	the	the	DET
fuelectenerg-10771	178	37	accuracy	accuracy	NOUN
fuelectenerg-10771	178	38	that	that	PRON
fuelectenerg-10771	178	39	is	be	AUX
fuelectenerg-10771	178	40	achieved	achieve	VERB
fuelectenerg-10771	178	41	is	be	AUX
fuelectenerg-10771	178	42	97	97	NUM
fuelectenerg-10771	178	43	%	%	NOUN
fuelectenerg-10771	178	44	.	.	PUNCT
fuelectenerg-10771	179	1	this	this	DET
fuelectenerg-10771	179	2	model	model	NOUN
fuelectenerg-10771	179	3	also	also	ADV
fuelectenerg-10771	179	4	has	have	VERB
fuelectenerg-10771	179	5	the	the	DET
fuelectenerg-10771	179	6	best	good	ADJ
fuelectenerg-10771	179	7	fit	fit	ADJ
fuelectenerg-10771	179	8	as	as	SCONJ
fuelectenerg-10771	179	9	compared	compare	VERB
fuelectenerg-10771	179	10	to	to	ADP
fuelectenerg-10771	179	11	all	all	DET
fuelectenerg-10771	179	12	other	other	ADJ
fuelectenerg-10771	179	13	models	model	NOUN
fuelectenerg-10771	179	14	that	that	PRON
fuelectenerg-10771	179	15	were	be	AUX
fuelectenerg-10771	179	16	tried	try	VERB
fuelectenerg-10771	179	17	on	on	ADP
fuelectenerg-10771	179	18	given	give	VERB
fuelectenerg-10771	179	19	dataset	dataset	NOUN
fuelectenerg-10771	179	20	as	as	SCONJ
fuelectenerg-10771	179	21	can	can	AUX
fuelectenerg-10771	179	22	be	be	AUX
fuelectenerg-10771	179	23	seen	see	VERB
fuelectenerg-10771	179	24	in	in	ADP
fuelectenerg-10771	179	25	the	the	DET
fuelectenerg-10771	179	26	fig	fig	NOUN
fuelectenerg-10771	179	27	.	.	PUNCT
fuelectenerg-10771	180	1	13	13	NUM
fuelectenerg-10771	180	2	.	.	X
fuelectenerg-10771	180	3	machine	machine	NOUN
fuelectenerg-10771	180	4	learning	learning	NOUN
fuelectenerg-10771	180	5	assisted	assist	VERB
fuelectenerg-10771	180	6	optimization	optimization	NOUN
fuelectenerg-10771	180	7	and	and	CCONJ
fuelectenerg-10771	180	8	its	its	PRON
fuelectenerg-10771	180	9	application	application	NOUN
fuelectenerg-10771	180	10	to	to	ADP
fuelectenerg-10771	180	11	hybrid	hybrid	ADJ
fuelectenerg-10771	180	12	dielectric	dielectric	ADJ
fuelectenerg-10771	180	13	resonator	resonator	NOUN
fuelectenerg-10771	180	14	antenna	antenna	NOUN
fuelectenerg-10771	180	15	design	design	NOUN
fuelectenerg-10771	180	16	41	41	NUM
fuelectenerg-10771	180	17	4	4	NUM
fuelectenerg-10771	180	18	.	.	PUNCT
fuelectenerg-10771	180	19	conclusion	conclusion	NOUN
fuelectenerg-10771	180	20	this	this	DET
fuelectenerg-10771	180	21	paper	paper	NOUN
fuelectenerg-10771	180	22	is	be	AUX
fuelectenerg-10771	180	23	implemented	implement	VERB
fuelectenerg-10771	180	24	on	on	ADP
fuelectenerg-10771	180	25	python	python	PROPN
fuelectenerg-10771	180	26	.	.	PUNCT
fuelectenerg-10771	181	1	on	on	ADP
fuelectenerg-10771	181	2	analyzing	analyze	VERB
fuelectenerg-10771	181	3	the	the	DET
fuelectenerg-10771	181	4	dataset	dataset	NOUN
fuelectenerg-10771	181	5	,	,	PUNCT
fuelectenerg-10771	181	6	random	random	ADJ
fuelectenerg-10771	181	7	forest	forest	NOUN
fuelectenerg-10771	181	8	regression	regression	NOUN
fuelectenerg-10771	181	9	gave	give	VERB
fuelectenerg-10771	181	10	the	the	DET
fuelectenerg-10771	181	11	highest	high	ADJ
fuelectenerg-10771	181	12	accuracy	accuracy	NOUN
fuelectenerg-10771	181	13	rate	rate	NOUN
fuelectenerg-10771	181	14	of	of	ADP
fuelectenerg-10771	181	15	97	97	NUM
fuelectenerg-10771	181	16	%	%	NOUN
fuelectenerg-10771	181	17	,	,	PUNCT
fuelectenerg-10771	181	18	and	and	CCONJ
fuelectenerg-10771	181	19	the	the	DET
fuelectenerg-10771	181	20	polynomial	polynomial	ADJ
fuelectenerg-10771	181	21	regression	regression	NOUN
fuelectenerg-10771	181	22	algorithm	algorithm	NOUN
fuelectenerg-10771	181	23	62	62	NUM
fuelectenerg-10771	181	24	%	%	NOUN
fuelectenerg-10771	181	25	.	.	PUNCT
fuelectenerg-10771	182	1	this	this	DET
fuelectenerg-10771	182	2	multiple	multiple	ADJ
fuelectenerg-10771	182	3	regression	regression	NOUN
fuelectenerg-10771	182	4	model	model	NOUN
fuelectenerg-10771	182	5	was	be	AUX
fuelectenerg-10771	182	6	not	not	PART
fuelectenerg-10771	182	7	a	a	DET
fuelectenerg-10771	182	8	good	good	ADJ
fuelectenerg-10771	182	9	fit	fit	NOUN
fuelectenerg-10771	182	10	with	with	ADP
fuelectenerg-10771	182	11	the	the	DET
fuelectenerg-10771	182	12	dataset	dataset	NOUN
fuelectenerg-10771	182	13	and	and	CCONJ
fuelectenerg-10771	182	14	we	we	PRON
fuelectenerg-10771	182	15	got	get	VERB
fuelectenerg-10771	182	16	only	only	ADV
fuelectenerg-10771	182	17	23	23	NUM
fuelectenerg-10771	182	18	%	%	NOUN
fuelectenerg-10771	182	19	of	of	ADP
fuelectenerg-10771	182	20	accuracy	accuracy	NOUN
fuelectenerg-10771	182	21	for	for	ADP
fuelectenerg-10771	182	22	our	our	PRON
fuelectenerg-10771	182	23	test	test	NOUN
fuelectenerg-10771	182	24	dataset	dataset	VERB
fuelectenerg-10771	182	25	.	.	PUNCT
fuelectenerg-10771	183	1	so	so	ADV
fuelectenerg-10771	183	2	,	,	PUNCT
fuelectenerg-10771	183	3	multiple	multiple	ADJ
fuelectenerg-10771	183	4	regression	regression	NOUN
fuelectenerg-10771	183	5	model	model	NOUN
fuelectenerg-10771	183	6	has	have	VERB
fuelectenerg-10771	183	7	the	the	DET
fuelectenerg-10771	183	8	worst	bad	ADJ
fuelectenerg-10771	183	9	results	result	NOUN
fuelectenerg-10771	183	10	among	among	ADP
fuelectenerg-10771	183	11	all	all	DET
fuelectenerg-10771	183	12	the	the	DET
fuelectenerg-10771	183	13	models	model	NOUN
fuelectenerg-10771	183	14	used	use	VERB
fuelectenerg-10771	183	15	in	in	ADP
fuelectenerg-10771	183	16	this	this	DET
fuelectenerg-10771	183	17	paper	paper	NOUN
fuelectenerg-10771	183	18	.	.	PUNCT
fuelectenerg-10771	184	1	it	it	PRON
fuelectenerg-10771	184	2	is	be	AUX
fuelectenerg-10771	184	3	seen	see	VERB
fuelectenerg-10771	184	4	that	that	SCONJ
fuelectenerg-10771	184	5	machine	machine	NOUN
fuelectenerg-10771	184	6	learning	learning	NOUN
fuelectenerg-10771	184	7	is	be	AUX
fuelectenerg-10771	184	8	a	a	DET
fuelectenerg-10771	184	9	good	good	ADJ
fuelectenerg-10771	184	10	option	option	NOUN
fuelectenerg-10771	184	11	for	for	ADP
fuelectenerg-10771	184	12	the	the	DET
fuelectenerg-10771	184	13	optimization	optimization	NOUN
fuelectenerg-10771	184	14	of	of	ADP
fuelectenerg-10771	184	15	antenna	antenna	NOUN
fuelectenerg-10771	184	16	parameters	parameter	NOUN
fuelectenerg-10771	184	17	and	and	CCONJ
fuelectenerg-10771	184	18	to	to	PART
fuelectenerg-10771	184	19	predict	predict	VERB
fuelectenerg-10771	184	20	the	the	DET
fuelectenerg-10771	184	21	variation	variation	NOUN
fuelectenerg-10771	184	22	of	of	ADP
fuelectenerg-10771	184	23	s11	s11	NOUN
fuelectenerg-10771	184	24	with	with	ADP
fuelectenerg-10771	184	25	different	different	ADJ
fuelectenerg-10771	184	26	values	value	NOUN
fuelectenerg-10771	184	27	of	of	ADP
fuelectenerg-10771	184	28	height	height	NOUN
fuelectenerg-10771	184	29	and	and	CCONJ
fuelectenerg-10771	184	30	frequency	frequency	NOUN
fuelectenerg-10771	184	31	.	.	PUNCT
fuelectenerg-10771	185	1	it	it	PRON
fuelectenerg-10771	185	2	saves	save	VERB
fuelectenerg-10771	185	3	a	a	DET
fuelectenerg-10771	185	4	lot	lot	NOUN
fuelectenerg-10771	185	5	of	of	ADP
fuelectenerg-10771	185	6	time	time	NOUN
fuelectenerg-10771	185	7	and	and	CCONJ
fuelectenerg-10771	185	8	material	material	NOUN
fuelectenerg-10771	185	9	which	which	PRON
fuelectenerg-10771	185	10	was	be	AUX
fuelectenerg-10771	185	11	getting	getting	AUX
fuelectenerg-10771	185	12	wasted	waste	VERB
fuelectenerg-10771	185	13	in	in	ADP
fuelectenerg-10771	185	14	traditional	traditional	ADJ
fuelectenerg-10771	185	15	designing	designing	NOUN
fuelectenerg-10771	185	16	.	.	PUNCT
fuelectenerg-10771	186	1	with	with	ADP
fuelectenerg-10771	186	2	these	these	DET
fuelectenerg-10771	186	3	ml	ml	NOUN
fuelectenerg-10771	186	4	models	model	NOUN
fuelectenerg-10771	186	5	,	,	PUNCT
fuelectenerg-10771	186	6	a	a	DET
fuelectenerg-10771	186	7	near	near	ADJ
fuelectenerg-10771	186	8	prediction	prediction	NOUN
fuelectenerg-10771	186	9	based	base	VERB
fuelectenerg-10771	186	10	on	on	ADP
fuelectenerg-10771	186	11	real	real	ADJ
fuelectenerg-10771	186	12	values	value	NOUN
fuelectenerg-10771	186	13	was	be	AUX
fuelectenerg-10771	186	14	made	make	VERB
fuelectenerg-10771	186	15	(	(	PUNCT
fuelectenerg-10771	186	16	obtained	obtain	VERB
fuelectenerg-10771	186	17	from	from	ADP
fuelectenerg-10771	186	18	hfss	hfss	NOUN
fuelectenerg-10771	186	19	)	)	PUNCT
fuelectenerg-10771	186	20	.	.	PUNCT
fuelectenerg-10771	187	1	the	the	DET
fuelectenerg-10771	187	2	ml	ml	PROPN
fuelectenerg-10771	187	3	models	model	NOUN
fuelectenerg-10771	187	4	are	be	AUX
fuelectenerg-10771	187	5	further	far	ADV
fuelectenerg-10771	187	6	supported	support	VERB
fuelectenerg-10771	187	7	by	by	ADP
fuelectenerg-10771	187	8	experimental	experimental	ADJ
fuelectenerg-10771	187	9	findings	finding	NOUN
fuelectenerg-10771	187	10	.	.	PUNCT
fuelectenerg-10771	188	1	the	the	DET
fuelectenerg-10771	188	2	proposed	propose	VERB
fuelectenerg-10771	188	3	antenna	antenna	NOUN
fuelectenerg-10771	188	4	operates	operate	VERB
fuelectenerg-10771	188	5	between	between	ADP
fuelectenerg-10771	188	6	2	2	NUM
fuelectenerg-10771	188	7	to	to	PART
fuelectenerg-10771	188	8	5	5	NUM
fuelectenerg-10771	188	9	ghz	ghz	NOUN
fuelectenerg-10771	188	10	.	.	PUNCT
fuelectenerg-10771	189	1	the	the	DET
fuelectenerg-10771	189	2	optimized	optimize	VERB
fuelectenerg-10771	189	3	design	design	NOUN
fuelectenerg-10771	189	4	validates	validate	VERB
fuelectenerg-10771	189	5	its	its	PRON
fuelectenerg-10771	189	6	suitability	suitability	NOUN
fuelectenerg-10771	189	7	for	for	ADP
fuelectenerg-10771	189	8	the	the	DET
fuelectenerg-10771	189	9	application	application	NOUN
fuelectenerg-10771	189	10	in	in	ADP
fuelectenerg-10771	189	11	hybrid	hybrid	ADJ
fuelectenerg-10771	189	12	dra	dra	PROPN
fuelectenerg-10771	189	13	by	by	ADP
fuelectenerg-10771	189	14	exhibiting	exhibit	VERB
fuelectenerg-10771	189	15	stable	stable	ADJ
fuelectenerg-10771	189	16	radiation	radiation	NOUN
fuelectenerg-10771	189	17	characteristics	characteristic	NOUN
fuelectenerg-10771	189	18	within	within	ADP
fuelectenerg-10771	189	19	the	the	DET
fuelectenerg-10771	189	20	operating	operate	VERB
fuelectenerg-10771	189	21	frequency	frequency	NOUN
fuelectenerg-10771	189	22	range	range	NOUN
fuelectenerg-10771	189	23	.	.	PUNCT
fuelectenerg-10771	190	1	references	reference	NOUN
fuelectenerg-10771	190	2	[	[	X
fuelectenerg-10771	190	3	1	1	NUM
fuelectenerg-10771	190	4	]	]	PUNCT
fuelectenerg-10771	190	5	q.	q.	PROPN
fuelectenerg-10771	190	6	wu	wu	PROPN
fuelectenerg-10771	190	7	,	,	PUNCT
fuelectenerg-10771	190	8	y.	y.	PROPN
fuelectenerg-10771	190	9	cao	cao	PROPN
fuelectenerg-10771	190	10	,	,	PUNCT
fuelectenerg-10771	190	11	h.	h.	PROPN
fuelectenerg-10771	190	12	wang	wang	PROPN
fuelectenerg-10771	190	13	and	and	CCONJ
fuelectenerg-10771	190	14	w.	w.	PROPN
fuelectenerg-10771	190	15	hong	hong	PROPN
fuelectenerg-10771	190	16	,	,	PUNCT
fuelectenerg-10771	190	17	"	"	PUNCT
fuelectenerg-10771	190	18	machine	machine	NOUN
fuelectenerg-10771	190	19	-	-	PUNCT
fuelectenerg-10771	190	20	learning	learning	NOUN
fuelectenerg-10771	190	21	-	-	PUNCT
fuelectenerg-10771	190	22	assisted	assist	VERB
fuelectenerg-10771	190	23	optimization	optimization	NOUN
fuelectenerg-10771	190	24	and	and	CCONJ
fuelectenerg-10771	190	25	its	its	PRON
fuelectenerg-10771	190	26	application	application	NOUN
fuelectenerg-10771	190	27	to	to	PART
fuelectenerg-10771	190	28	antenna	antenna	NOUN
fuelectenerg-10771	190	29	designs	design	NOUN
fuelectenerg-10771	190	30	:	:	PUNCT
fuelectenerg-10771	190	31	opportunities	opportunity	NOUN
fuelectenerg-10771	190	32	and	and	CCONJ
fuelectenerg-10771	190	33	challenges	challenge	NOUN
fuelectenerg-10771	190	34	"	"	PUNCT
fuelectenerg-10771	190	35	,	,	PUNCT
fuelectenerg-10771	190	36	china	china	PROPN
fuelectenerg-10771	190	37	commun	commun	PROPN
fuelectenerg-10771	190	38	.	.	PROPN
fuelectenerg-10771	190	39	,	,	PUNCT
fuelectenerg-10771	190	40	vol	vol	NOUN
fuelectenerg-10771	190	41	.	.	PROPN
fuelectenerg-10771	190	42	17	17	NUM
fuelectenerg-10771	190	43	,	,	PUNCT
fuelectenerg-10771	190	44	pp	pp	ADJ
fuelectenerg-10771	190	45	.	.	PUNCT
fuelectenerg-10771	191	1	152	152	NUM
fuelectenerg-10771	191	2	-	-	SYM
fuelectenerg-10771	191	3	164	164	NUM
fuelectenerg-10771	191	4	,	,	PUNCT
fuelectenerg-10771	191	5	2020	2020	NUM
fuelectenerg-10771	191	6	.	.	PUNCT
fuelectenerg-10771	192	1	[	[	X
fuelectenerg-10771	192	2	2	2	X
fuelectenerg-10771	192	3	]	]	PUNCT
fuelectenerg-10771	192	4	g.	g.	PROPN
fuelectenerg-10771	192	5	k.	k.	PROPN
fuelectenerg-10771	192	6	uyanik	uyanik	PROPN
fuelectenerg-10771	192	7	and	and	CCONJ
fuelectenerg-10771	192	8	n.	n.	NOUN
fuelectenerg-10771	192	9	guler	guler	NOUN
fuelectenerg-10771	192	10	,	,	PUNCT
fuelectenerg-10771	192	11	"	"	PUNCT
fuelectenerg-10771	192	12	a	a	DET
fuelectenerg-10771	192	13	study	study	NOUN
fuelectenerg-10771	192	14	on	on	ADP
fuelectenerg-10771	192	15	multiple	multiple	ADJ
fuelectenerg-10771	192	16	linear	linear	ADJ
fuelectenerg-10771	192	17	regression	regression	NOUN
fuelectenerg-10771	192	18	analysis	analysis	NOUN
fuelectenerg-10771	192	19	"	"	PUNCT
fuelectenerg-10771	192	20	,	,	PUNCT
fuelectenerg-10771	192	21	in	in	ADP
fuelectenerg-10771	192	22	proceedings	proceeding	NOUN
fuelectenerg-10771	192	23	of	of	ADP
fuelectenerg-10771	192	24	the	the	DET
fuelectenerg-10771	192	25	4th	4th	ADJ
fuelectenerg-10771	192	26	international	international	ADJ
fuelectenerg-10771	192	27	conference	conference	NOUN
fuelectenerg-10771	192	28	on	on	ADP
fuelectenerg-10771	192	29	new	new	ADJ
fuelectenerg-10771	192	30	horizons	horizon	NOUN
fuelectenerg-10771	192	31	in	in	ADP
fuelectenerg-10771	192	32	education	education	NOUN
fuelectenerg-10771	192	33	,	,	PUNCT
fuelectenerg-10771	192	34	2013	2013	NUM
fuelectenerg-10771	192	35	,	,	PUNCT
fuelectenerg-10771	192	36	pp	pp	ADJ
fuelectenerg-10771	192	37	.	.	PUNCT
fuelectenerg-10771	193	1	1	1	NUM
fuelectenerg-10771	193	2	-	-	SYM
fuelectenerg-10771	193	3	6	6	NUM
fuelectenerg-10771	193	4	.	.	PUNCT
fuelectenerg-10771	194	1	[	[	X
fuelectenerg-10771	194	2	3	3	X
fuelectenerg-10771	194	3	]	]	PUNCT
fuelectenerg-10771	194	4	k.	k.	PROPN
fuelectenerg-10771	194	5	c.	c.	PROPN
fuelectenerg-10771	194	6	lee	lee	PROPN
fuelectenerg-10771	194	7	,	,	PUNCT
fuelectenerg-10771	194	8	"	"	PUNCT
fuelectenerg-10771	194	9	application	application	NOUN
fuelectenerg-10771	194	10	of	of	ADP
fuelectenerg-10771	194	11	neural	neural	ADJ
fuelectenerg-10771	194	12	network	network	NOUN
fuelectenerg-10771	194	13	and	and	CCONJ
fuelectenerg-10771	194	14	its	its	PRON
fuelectenerg-10771	194	15	extension	extension	NOUN
fuelectenerg-10771	194	16	of	of	ADP
fuelectenerg-10771	194	17	derivative	derivative	NOUN
fuelectenerg-10771	194	18	to	to	ADP
fuelectenerg-10771	194	19	scattering	scatter	VERB
fuelectenerg-10771	194	20	from	from	ADP
fuelectenerg-10771	194	21	a	a	DET
fuelectenerg-10771	194	22	nonlinearly	nonlinearly	ADV
fuelectenerg-10771	194	23	loaded	load	VERB
fuelectenerg-10771	194	24	antenna	antenna	NOUN
fuelectenerg-10771	194	25	"	"	PUNCT
fuelectenerg-10771	194	26	,	,	PUNCT
fuelectenerg-10771	194	27	ieee	ieee	PROPN
fuelectenerg-10771	194	28	trans	trans	PROPN
fuelectenerg-10771	194	29	.	.	PUNCT
fuelectenerg-10771	195	1	antennas	antennas	PROPN
fuelectenerg-10771	195	2	propag	propag	PROPN
fuelectenerg-10771	195	3	.	.	PUNCT
fuelectenerg-10771	195	4	,	,	PUNCT
fuelectenerg-10771	195	5	vol	vol	NOUN
fuelectenerg-10771	195	6	.	.	PROPN
fuelectenerg-10771	196	1	55	55	NUM
fuelectenerg-10771	196	2	,	,	PUNCT
fuelectenerg-10771	196	3	pp	pp	ADJ
fuelectenerg-10771	196	4	.	.	PUNCT
fuelectenerg-10771	197	1	990	990	NUM
fuelectenerg-10771	197	2	-	-	SYM
fuelectenerg-10771	197	3	993	993	NUM
fuelectenerg-10771	197	4	,	,	PUNCT
fuelectenerg-10771	197	5	2007	2007	NUM
fuelectenerg-10771	197	6	.	.	PUNCT
fuelectenerg-10771	198	1	[	[	X
fuelectenerg-10771	198	2	4	4	X
fuelectenerg-10771	198	3	]	]	PUNCT
fuelectenerg-10771	198	4	k.	k.	PROPN
fuelectenerg-10771	198	5	c.	c.	PROPN
fuelectenerg-10771	198	6	lee	lee	PROPN
fuelectenerg-10771	198	7	and	and	CCONJ
fuelectenerg-10771	198	8	t.	t.	PROPN
fuelectenerg-10771	198	9	n.	n.	PROPN
fuelectenerg-10771	198	10	lin	lin	PROPN
fuelectenerg-10771	198	11	,	,	PUNCT
fuelectenerg-10771	198	12	"	"	PUNCT
fuelectenerg-10771	198	13	application	application	NOUN
fuelectenerg-10771	198	14	of	of	ADP
fuelectenerg-10771	198	15	neural	neural	ADJ
fuelectenerg-10771	198	16	network	network	NOUN
fuelectenerg-10771	198	17	to	to	ADP
fuelectenerg-10771	198	18	analyses	analysis	NOUN
fuelectenerg-10771	198	19	of	of	ADP
fuelectenerg-10771	198	20	nonlinearly	nonlinearly	ADV
fuelectenerg-10771	198	21	loaded	load	VERB
fuelectenerg-10771	198	22	antenna	antenna	NOUN
fuelectenerg-10771	198	23	arrays	array	NOUN
fuelectenerg-10771	198	24	including	include	VERB
fuelectenerg-10771	198	25	mutual	mutual	ADJ
fuelectenerg-10771	198	26	coupling	coupling	NOUN
fuelectenerg-10771	198	27	effects	effect	NOUN
fuelectenerg-10771	198	28	"	"	PUNCT
fuelectenerg-10771	198	29	,	,	PUNCT
fuelectenerg-10771	198	30	ieee	ieee	PROPN
fuelectenerg-10771	198	31	trans	trans	PROPN
fuelectenerg-10771	198	32	.	.	PUNCT
fuelectenerg-10771	199	1	antennas	antennas	PROPN
fuelectenerg-10771	199	2	propag	propag	PROPN
fuelectenerg-10771	199	3	.	.	PUNCT
fuelectenerg-10771	199	4	,	,	PUNCT
fuelectenerg-10771	199	5	vol	vol	NOUN
fuelectenerg-10771	199	6	.	.	PROPN
fuelectenerg-10771	200	1	53	53	NUM
fuelectenerg-10771	200	2	,	,	PUNCT
fuelectenerg-10771	200	3	pp	pp	ADJ
fuelectenerg-10771	200	4	.	.	PUNCT
fuelectenerg-10771	201	1	1126	1126	NUM
fuelectenerg-10771	201	2	-	-	SYM
fuelectenerg-10771	201	3	1132	1132	NUM
fuelectenerg-10771	201	4	,	,	PUNCT
fuelectenerg-10771	201	5	2005	2005	NUM
fuelectenerg-10771	201	6	.	.	PUNCT
fuelectenerg-10771	202	1	[	[	X
fuelectenerg-10771	202	2	5	5	X
fuelectenerg-10771	202	3	]	]	X
fuelectenerg-10771	202	4	y.	y.	PROPN
fuelectenerg-10771	202	5	rahmat	rahmat	PROPN
fuelectenerg-10771	202	6	-	-	PUNCT
fuelectenerg-10771	202	7	samii	samii	PROPN
fuelectenerg-10771	202	8	,	,	PUNCT
fuelectenerg-10771	202	9	j.	j.	PROPN
fuelectenerg-10771	202	10	m.	m.	PROPN
fuelectenerg-10771	202	11	kovitz	kovitz	PROPN
fuelectenerg-10771	202	12	and	and	CCONJ
fuelectenerg-10771	202	13	h.	h.	PROPN
fuelectenerg-10771	202	14	rajagopalan	rajagopalan	PROPN
fuelectenerg-10771	202	15	,	,	PUNCT
fuelectenerg-10771	202	16	"	"	PUNCT
fuelectenerg-10771	202	17	nature	nature	NOUN
fuelectenerg-10771	202	18	-	-	PUNCT
fuelectenerg-10771	202	19	inspired	inspire	VERB
fuelectenerg-10771	202	20	optimization	optimization	NOUN
fuelectenerg-10771	202	21	techniques	technique	NOUN
fuelectenerg-10771	202	22	in	in	ADP
fuelectenerg-10771	202	23	communication	communication	NOUN
fuelectenerg-10771	202	24	antenna	antenna	NOUN
fuelectenerg-10771	202	25	designs	design	NOUN
fuelectenerg-10771	202	26	"	"	PUNCT
fuelectenerg-10771	202	27	,	,	PUNCT
fuelectenerg-10771	202	28	proc	proc	PROPN
fuelectenerg-10771	202	29	.	.	PUNCT
fuelectenerg-10771	203	1	ieee	ieee	PROPN
fuelectenerg-10771	203	2	,	,	PUNCT
fuelectenerg-10771	203	3	vol	vol	NOUN
fuelectenerg-10771	203	4	.	.	PROPN
fuelectenerg-10771	203	5	100	100	NUM
fuelectenerg-10771	203	6	,	,	PUNCT
fuelectenerg-10771	203	7	pp	pp	ADJ
fuelectenerg-10771	203	8	.	.	PUNCT
fuelectenerg-10771	204	1	2132–2144	2132–2144	NUM
fuelectenerg-10771	204	2	,	,	PUNCT
fuelectenerg-10771	204	3	2012	2012	NUM
fuelectenerg-10771	204	4	.	.	PUNCT
fuelectenerg-10771	205	1	[	[	X
fuelectenerg-10771	205	2	6	6	NUM
fuelectenerg-10771	205	3	]	]	X
fuelectenerg-10771	205	4	w.-q	w.-q	PROPN
fuelectenerg-10771	205	5	.	.	PUNCT
fuelectenerg-10771	206	1	wang	wang	PROPN
fuelectenerg-10771	206	2	,	,	PUNCT
fuelectenerg-10771	206	3	h.	h.	PROPN
fuelectenerg-10771	206	4	shao	shao	PROPN
fuelectenerg-10771	206	5	and	and	CCONJ
fuelectenerg-10771	206	6	j.	j.	PROPN
fuelectenerg-10771	206	7	cai	cai	PROPN
fuelectenerg-10771	206	8	,	,	PUNCT
fuelectenerg-10771	206	9	"	"	PUNCT
fuelectenerg-10771	206	10	mimo	mimo	PROPN
fuelectenerg-10771	206	11	antenna	antenna	NOUN
fuelectenerg-10771	206	12	array	array	VERB
fuelectenerg-10771	206	13	design	design	NOUN
fuelectenerg-10771	206	14	with	with	ADP
fuelectenerg-10771	206	15	polynomial	polynomial	ADJ
fuelectenerg-10771	206	16	factorization	factorization	NOUN
fuelectenerg-10771	206	17	"	"	PUNCT
fuelectenerg-10771	206	18	,	,	PUNCT
fuelectenerg-10771	206	19	int	int	PROPN
fuelectenerg-10771	206	20	.	.	PUNCT
fuelectenerg-10771	207	1	j.	j.	PROPN
fuelectenerg-10771	207	2	antennas	antennas	PROPN
fuelectenerg-10771	207	3	propag	propag	PROPN
fuelectenerg-10771	207	4	.	.	PUNCT
fuelectenerg-10771	207	5	,	,	PUNCT
fuelectenerg-10771	207	6	vol	vol	NOUN
fuelectenerg-10771	207	7	.	.	PROPN
fuelectenerg-10771	207	8	2013	2013	NUM
fuelectenerg-10771	207	9	,	,	PUNCT
fuelectenerg-10771	207	10	p.	p.	NOUN
fuelectenerg-10771	207	11	358413	358413	NUM
fuelectenerg-10771	207	12	,	,	PUNCT
fuelectenerg-10771	207	13	2013	2013	NUM
fuelectenerg-10771	207	14	.	.	PUNCT
fuelectenerg-10771	208	1	[	[	X
fuelectenerg-10771	208	2	7	7	NUM
fuelectenerg-10771	208	3	]	]	PUNCT
fuelectenerg-10771	208	4	a.	a.	NOUN
fuelectenerg-10771	208	5	sharma	sharma	PROPN
fuelectenerg-10771	208	6	,	,	PUNCT
fuelectenerg-10771	208	7	g.	g.	PROPN
fuelectenerg-10771	208	8	das	das	PROPN
fuelectenerg-10771	208	9	,	,	PUNCT
fuelectenerg-10771	208	10	s.	s.	PROPN
fuelectenerg-10771	208	11	gupta	gupta	PROPN
fuelectenerg-10771	208	12	and	and	CCONJ
fuelectenerg-10771	208	13	r.	r.	PROPN
fuelectenerg-10771	208	14	k.	k.	PROPN
fuelectenerg-10771	208	15	gangwar	gangwar	PROPN
fuelectenerg-10771	208	16	,	,	PUNCT
fuelectenerg-10771	208	17	"	"	PUNCT
fuelectenerg-10771	208	18	quad	quad	ADJ
fuelectenerg-10771	208	19	-	-	PUNCT
fuelectenerg-10771	208	20	band	band	NOUN
fuelectenerg-10771	208	21	quad	quad	ADJ
fuelectenerg-10771	208	22	-	-	PUNCT
fuelectenerg-10771	208	23	sense	sense	NOUN
fuelectenerg-10771	208	24	circularly	circularly	ADV
fuelectenerg-10771	208	25	polarized	polarize	VERB
fuelectenerg-10771	208	26	dielectric	dielectric	ADJ
fuelectenerg-10771	208	27	resonatorantenna	resonatorantenna	NOUN
fuelectenerg-10771	208	28	for	for	ADP
fuelectenerg-10771	208	29	gps	gps	PROPN
fuelectenerg-10771	208	30	/	/	SYM
fuelectenerg-10771	208	31	cnss	cns	NOUN
fuelectenerg-10771	208	32	/	/	SYM
fuelectenerg-10771	208	33	wlan	wlan	NOUN
fuelectenerg-10771	208	34	/	/	SYM
fuelectenerg-10771	208	35	wimax	wimax	PROPN
fuelectenerg-10771	208	36	applications	application	NOUN
fuelectenerg-10771	208	37	"	"	PUNCT
fuelectenerg-10771	208	38	,	,	PUNCT
fuelectenerg-10771	208	39	ieee	ieee	NOUN
fuelectenerg-10771	208	40	antennas	antennas	PROPN
fuelectenerg-10771	208	41	propag	propag	PROPN
fuelectenerg-10771	208	42	.	.	PUNCT
fuelectenerg-10771	209	1	mag	mag	INTJ
fuelectenerg-10771	209	2	.	.	PROPN
fuelectenerg-10771	209	3	,	,	PUNCT
fuelectenerg-10771	209	4	vol	vol	NOUN
fuelectenerg-10771	209	5	.	.	PROPN
fuelectenerg-10771	209	6	60	60	NUM
fuelectenerg-10771	209	7	,	,	PUNCT
fuelectenerg-10771	209	8	pp	pp	ADJ
fuelectenerg-10771	209	9	.	.	PUNCT
fuelectenerg-10771	210	1	57	57	NUM
fuelectenerg-10771	210	2	-	-	SYM
fuelectenerg-10771	210	3	65	65	NUM
fuelectenerg-10771	210	4	,	,	PUNCT
fuelectenerg-10771	210	5	2018	2018	NUM
fuelectenerg-10771	210	6	.	.	PUNCT
fuelectenerg-10771	211	1	[	[	X
fuelectenerg-10771	211	2	8	8	NUM
fuelectenerg-10771	211	3	]	]	X
fuelectenerg-10771	211	4	a.	a.	NOUN
fuelectenerg-10771	211	5	gupta	gupta	PROPN
fuelectenerg-10771	211	6	and	and	CCONJ
fuelectenerg-10771	211	7	r.	r.	PROPN
fuelectenerg-10771	211	8	k.	k.	PROPN
fuelectenerg-10771	211	9	gangwar	gangwar	PROPN
fuelectenerg-10771	211	10	,	,	PUNCT
fuelectenerg-10771	211	11	"	"	PUNCT
fuelectenerg-10771	211	12	hybrid	hybrid	ADJ
fuelectenerg-10771	211	13	rectangular	rectangular	ADJ
fuelectenerg-10771	211	14	dielectric	dielectric	ADJ
fuelectenerg-10771	211	15	resonator	resonator	NOUN
fuelectenerg-10771	211	16	antenna	antenna	NOUN
fuelectenerg-10771	211	17	for	for	ADP
fuelectenerg-10771	211	18	multiband	multiband	NOUN
fuelectenerg-10771	211	19	applications	application	NOUN
fuelectenerg-10771	211	20	"	"	PUNCT
fuelectenerg-10771	211	21	,	,	PUNCT
fuelectenerg-10771	211	22	iete	iete	ADJ
fuelectenerg-10771	211	23	tech	tech	NOUN
fuelectenerg-10771	211	24	.	.	PUNCT
fuelectenerg-10771	212	1	rev	rev	PROPN
fuelectenerg-10771	212	2	.	.	PROPN
fuelectenerg-10771	212	3	,	,	PUNCT
fuelectenerg-10771	212	4	vol	vol	NOUN
fuelectenerg-10771	212	5	.	.	PROPN
fuelectenerg-10771	213	1	37	37	NUM
fuelectenerg-10771	213	2	,	,	PUNCT
fuelectenerg-10771	213	3	pp	pp	ADJ
fuelectenerg-10771	213	4	.	.	PUNCT
fuelectenerg-10771	214	1	83	83	NUM
fuelectenerg-10771	214	2	-	-	SYM
fuelectenerg-10771	214	3	90	90	NUM
fuelectenerg-10771	214	4	,	,	PUNCT
fuelectenerg-10771	214	5	2020	2020	NUM
fuelectenerg-10771	214	6	.	.	PUNCT
fuelectenerg-10771	215	1	[	[	X
fuelectenerg-10771	215	2	9	9	NUM
fuelectenerg-10771	215	3	]	]	PUNCT
fuelectenerg-10771	215	4	a.	a.	NOUN
fuelectenerg-10771	215	5	sharma	sharma	PROPN
fuelectenerg-10771	215	6	,	,	PUNCT
fuelectenerg-10771	215	7	p.	p.	PROPN
fuelectenerg-10771	215	8	ranjan	ranjan	PROPN
fuelectenerg-10771	215	9	and	and	CCONJ
fuelectenerg-10771	215	10	sikandar	sikandar	PROPN
fuelectenerg-10771	215	11	,	,	PUNCT
fuelectenerg-10771	215	12	"	"	PUNCT
fuelectenerg-10771	215	13	dual	dual	ADJ
fuelectenerg-10771	215	14	band	band	NOUN
fuelectenerg-10771	215	15	ring	ring	NOUN
fuelectenerg-10771	215	16	shaped	shape	VERB
fuelectenerg-10771	215	17	dielectric	dielectric	ADJ
fuelectenerg-10771	215	18	resonator	resonator	NOUN
fuelectenerg-10771	215	19	based	base	VERB
fuelectenerg-10771	215	20	radiator	radiator	NOUN
fuelectenerg-10771	215	21	with	with	ADP
fuelectenerg-10771	215	22	left	left	ADJ
fuelectenerg-10771	215	23	and	and	CCONJ
fuelectenerg-10771	215	24	right	right	ADJ
fuelectenerg-10771	215	25	handed	handed	ADJ
fuelectenerg-10771	215	26	sense	sense	NOUN
fuelectenerg-10771	215	27	circularly	circularly	ADV
fuelectenerg-10771	215	28	polarized	polarize	VERB
fuelectenerg-10771	215	29	features	feature	NOUN
fuelectenerg-10771	215	30	"	"	PUNCT
fuelectenerg-10771	215	31	,	,	PUNCT
fuelectenerg-10771	215	32	iete	iete	ADJ
fuelectenerg-10771	215	33	tech	tech	NOUN
fuelectenerg-10771	215	34	.	.	PUNCT
fuelectenerg-10771	216	1	rev	rev	PROPN
fuelectenerg-10771	216	2	.	.	PROPN
fuelectenerg-10771	216	3	,	,	PUNCT
fuelectenerg-10771	216	4	vol	vol	NOUN
fuelectenerg-10771	216	5	38	38	NUM
fuelectenerg-10771	216	6	,	,	PUNCT
fuelectenerg-10771	216	7	pp	pp	ADJ
fuelectenerg-10771	216	8	.	.	PUNCT
fuelectenerg-10771	217	1	511	511	NUM
fuelectenerg-10771	217	2	-	-	SYM
fuelectenerg-10771	217	3	519	519	NUM
fuelectenerg-10771	217	4	,	,	PUNCT
fuelectenerg-10771	217	5	2020	2020	NUM
fuelectenerg-10771	217	6	.	.	PUNCT
fuelectenerg-10771	218	1	[	[	X
fuelectenerg-10771	218	2	10	10	NUM
fuelectenerg-10771	218	3	]	]	PUNCT
fuelectenerg-10771	218	4	a.	a.	PROPN
fuelectenerg-10771	218	5	k.	k.	PROPN
fuelectenerg-10771	218	6	dwivedi	dwivedi	PROPN
fuelectenerg-10771	218	7	,	,	PUNCT
fuelectenerg-10771	218	8	a.	a.	NOUN
fuelectenerg-10771	218	9	sharma	sharma	PROPN
fuelectenerg-10771	218	10	and	and	CCONJ
fuelectenerg-10771	218	11	p.	p.	PROPN
fuelectenerg-10771	218	12	ranjan	ranjan	PROPN
fuelectenerg-10771	218	13	,	,	PUNCT
fuelectenerg-10771	218	14	"	"	PUNCT
fuelectenerg-10771	218	15	dual	dual	ADJ
fuelectenerg-10771	218	16	-	-	PUNCT
fuelectenerg-10771	218	17	band	band	NOUN
fuelectenerg-10771	218	18	modified	modify	VERB
fuelectenerg-10771	218	19	rectangular	rectangular	ADJ
fuelectenerg-10771	218	20	shaped	shape	VERB
fuelectenerg-10771	218	21	dielectric	dielectric	ADJ
fuelectenerg-10771	218	22	resonator	resonator	NOUN
fuelectenerg-10771	218	23	antenna	antenna	NOUN
fuelectenerg-10771	218	24	with	with	ADP
fuelectenerg-10771	218	25	diversified	diversified	ADJ
fuelectenerg-10771	218	26	polarization	polarization	NOUN
fuelectenerg-10771	218	27	feature	feature	NOUN
fuelectenerg-10771	218	28	"	"	PUNCT
fuelectenerg-10771	218	29	,	,	PUNCT
fuelectenerg-10771	218	30	int	int	PROPN
fuelectenerg-10771	218	31	.	.	PUNCT
fuelectenerg-10771	219	1	j.	j.	PROPN
fuelectenerg-10771	219	2	circuit	circuit	PROPN
fuelectenerg-10771	219	3	theory	theory	PROPN
fuelectenerg-10771	219	4	appl	appl	PROPN
fuelectenerg-10771	219	5	.	.	PROPN
fuelectenerg-10771	220	1	,	,	PUNCT
fuelectenerg-10771	220	2	vol	vol	NOUN
fuelectenerg-10771	220	3	.	.	PROPN
fuelectenerg-10771	220	4	49	49	NUM
fuelectenerg-10771	220	5	,	,	PUNCT
fuelectenerg-10771	220	6	pp	pp	ADJ
fuelectenerg-10771	220	7	.	.	PUNCT
fuelectenerg-10771	221	1	34343442	34343442	NUM
fuelectenerg-10771	221	2	,	,	PUNCT
fuelectenerg-10771	221	3	2021	2021	NUM
fuelectenerg-10771	221	4	.	.	PUNCT
fuelectenerg-10771	222	1	[	[	X
fuelectenerg-10771	222	2	11	11	NUM
fuelectenerg-10771	222	3	]	]	PUNCT
fuelectenerg-10771	222	4	t.	t.	NOUN
fuelectenerg-10771	222	5	suryakanthi	suryakanthi	PROPN
fuelectenerg-10771	222	6	,	,	PUNCT
fuelectenerg-10771	222	7	"	"	PUNCT
fuelectenerg-10771	222	8	evaluating	evaluate	VERB
fuelectenerg-10771	222	9	the	the	DET
fuelectenerg-10771	222	10	impact	impact	NOUN
fuelectenerg-10771	222	11	of	of	ADP
fuelectenerg-10771	222	12	gini	gini	PROPN
fuelectenerg-10771	222	13	index	index	NOUN
fuelectenerg-10771	222	14	and	and	CCONJ
fuelectenerg-10771	222	15	information	information	NOUN
fuelectenerg-10771	222	16	gain	gain	NOUN
fuelectenerg-10771	222	17	on	on	ADP
fuelectenerg-10771	222	18	classification	classification	NOUN
fuelectenerg-10771	222	19	using	use	VERB
fuelectenerg-10771	222	20	decision	decision	NOUN
fuelectenerg-10771	222	21	tree	tree	NOUN
fuelectenerg-10771	222	22	classifier	classifier	NOUN
fuelectenerg-10771	222	23	algorithm	algorithm	PROPN
fuelectenerg-10771	222	24	"	"	PUNCT
fuelectenerg-10771	222	25	,	,	PUNCT
fuelectenerg-10771	222	26	int	int	PROPN
fuelectenerg-10771	222	27	.	.	PUNCT
fuelectenerg-10771	223	1	j.	j.	PROPN
fuelectenerg-10771	223	2	adv	adv	PROPN
fuelectenerg-10771	223	3	.	.	PUNCT
fuelectenerg-10771	224	1	comput	comput	PROPN
fuelectenerg-10771	224	2	.	.	PUNCT
fuelectenerg-10771	225	1	sci	sci	PROPN
fuelectenerg-10771	225	2	.	.	PUNCT
fuelectenerg-10771	225	3	appl	appl	PROPN
fuelectenerg-10771	225	4	.	.	PROPN
fuelectenerg-10771	225	5	,	,	PUNCT
fuelectenerg-10771	225	6	vol	vol	NOUN
fuelectenerg-10771	225	7	.	.	PROPN
fuelectenerg-10771	225	8	11	11	NUM
fuelectenerg-10771	225	9	,	,	PUNCT
fuelectenerg-10771	225	10	pp	pp	ADJ
fuelectenerg-10771	225	11	.	.	PUNCT
fuelectenerg-10771	226	1	612	612	NUM
fuelectenerg-10771	226	2	-	-	SYM
fuelectenerg-10771	226	3	619	619	NUM
fuelectenerg-10771	226	4	,	,	PUNCT
fuelectenerg-10771	226	5	2020	2020	NUM
fuelectenerg-10771	226	6	.	.	PUNCT
fuelectenerg-10771	227	1	[	[	X
fuelectenerg-10771	227	2	12	12	NUM
fuelectenerg-10771	227	3	]	]	X
fuelectenerg-10771	227	4	y.	y.	PROPN
fuelectenerg-10771	227	5	sharma	sharma	PROPN
fuelectenerg-10771	227	6	,	,	PUNCT
fuelectenerg-10771	227	7	h.	h.	PROPN
fuelectenerg-10771	227	8	h.	h.	PROPN
fuelectenerg-10771	227	9	zhang	zhang	PROPN
fuelectenerg-10771	227	10	and	and	CCONJ
fuelectenerg-10771	227	11	h.	h.	PROPN
fuelectenerg-10771	227	12	xin	xin	PROPN
fuelectenerg-10771	227	13	,	,	PUNCT
fuelectenerg-10771	227	14	"	"	PUNCT
fuelectenerg-10771	227	15	machine	machine	NOUN
fuelectenerg-10771	227	16	learning	learn	VERB
fuelectenerg-10771	227	17	techniques	technique	NOUN
fuelectenerg-10771	227	18	for	for	ADP
fuelectenerg-10771	227	19	optimizing	optimize	VERB
fuelectenerg-10771	227	20	design	design	NOUN
fuelectenerg-10771	227	21	of	of	ADP
fuelectenerg-10771	227	22	double	double	ADJ
fuelectenerg-10771	227	23	tshaped	tshape	VERB
fuelectenerg-10771	227	24	monopole	monopole	NOUN
fuelectenerg-10771	227	25	antenna	antenna	NOUN
fuelectenerg-10771	227	26	"	"	PUNCT
fuelectenerg-10771	227	27	,	,	PUNCT
fuelectenerg-10771	227	28	ieee	ieee	PROPN
fuelectenerg-10771	227	29	trans	trans	PROPN
fuelectenerg-10771	227	30	.	.	PUNCT
fuelectenerg-10771	228	1	antennas	antennas	PROPN
fuelectenerg-10771	228	2	propag	propag	PROPN
fuelectenerg-10771	228	3	.	.	PUNCT
fuelectenerg-10771	229	1	,	,	PUNCT
fuelectenerg-10771	229	2	vol	vol	NOUN
fuelectenerg-10771	229	3	.	.	PROPN
fuelectenerg-10771	230	1	68	68	NUM
fuelectenerg-10771	230	2	,	,	PUNCT
fuelectenerg-10771	230	3	pp	pp	ADJ
fuelectenerg-10771	230	4	.	.	PUNCT
fuelectenerg-10771	231	1	5658	5658	NUM
fuelectenerg-10771	231	2	-	-	SYM
fuelectenerg-10771	231	3	5663	5663	NUM
fuelectenerg-10771	231	4	,	,	PUNCT
fuelectenerg-10771	231	5	2020	2020	NUM
fuelectenerg-10771	231	6	.	.	PUNCT
fuelectenerg-10771	232	1	[	[	X
fuelectenerg-10771	232	2	13	13	NUM
fuelectenerg-10771	232	3	]	]	PUNCT
fuelectenerg-10771	232	4	j.	j.	PROPN
fuelectenerg-10771	232	5	gao	gao	PROPN
fuelectenerg-10771	232	6	,	,	PUNCT
fuelectenerg-10771	232	7	y.	y.	PROPN
fuelectenerg-10771	232	8	tian	tian	PROPN
fuelectenerg-10771	232	9	and	and	CCONJ
fuelectenerg-10771	232	10	x.	x.	PROPN
fuelectenerg-10771	232	11	chen	chen	PROPN
fuelectenerg-10771	232	12	,	,	PUNCT
fuelectenerg-10771	232	13	"	"	PUNCT
fuelectenerg-10771	232	14	antenna	antenna	NOUN
fuelectenerg-10771	232	15	optimization	optimization	NOUN
fuelectenerg-10771	232	16	based	base	VERB
fuelectenerg-10771	232	17	on	on	ADP
fuelectenerg-10771	232	18	co	co	ADJ
fuelectenerg-10771	232	19	-	-	ADJ
fuelectenerg-10771	232	20	training	training	ADJ
fuelectenerg-10771	232	21	algorithm	algorithm	NOUN
fuelectenerg-10771	232	22	of	of	ADP
fuelectenerg-10771	232	23	gaussian	gaussian	ADJ
fuelectenerg-10771	232	24	process	process	NOUN
fuelectenerg-10771	232	25	and	and	CCONJ
fuelectenerg-10771	232	26	support	support	VERB
fuelectenerg-10771	232	27	vector	vector	NOUN
fuelectenerg-10771	232	28	machine	machine	NOUN
fuelectenerg-10771	232	29	"	"	PUNCT
fuelectenerg-10771	232	30	,	,	PUNCT
fuelectenerg-10771	232	31	ieee	ieee	NOUN
fuelectenerg-10771	232	32	access	access	NOUN
fuelectenerg-10771	232	33	,	,	PUNCT
fuelectenerg-10771	232	34	vol	vol	NOUN
fuelectenerg-10771	232	35	.	.	PROPN
fuelectenerg-10771	232	36	8	8	NUM
fuelectenerg-10771	232	37	,	,	PUNCT
fuelectenerg-10771	232	38	pp	pp	ADJ
fuelectenerg-10771	232	39	.	.	PUNCT
fuelectenerg-10771	233	1	211380	211380	NUM
fuelectenerg-10771	233	2	-	-	SYM
fuelectenerg-10771	233	3	211390	211390	NUM
fuelectenerg-10771	233	4	,	,	PUNCT
fuelectenerg-10771	233	5	2020	2020	NUM
fuelectenerg-10771	233	6	.	.	PUNCT
fuelectenerg-10771	234	1	[	[	X
fuelectenerg-10771	234	2	14	14	NUM
fuelectenerg-10771	234	3	]	]	PUNCT
fuelectenerg-10771	234	4	j.	j.	PROPN
fuelectenerg-10771	234	5	p.	p.	PROPN
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fuelectenerg-10771	234	7	,	,	PUNCT
fuelectenerg-10771	234	8	"	"	PUNCT
fuelectenerg-10771	234	9	efficient	efficient	ADJ
fuelectenerg-10771	234	10	resonant	resonant	ADJ
fuelectenerg-10771	234	11	frequency	frequency	NOUN
fuelectenerg-10771	234	12	modeling	modeling	NOUN
fuelectenerg-10771	234	13	for	for	ADP
fuelectenerg-10771	234	14	dual	dual	ADJ
fuelectenerg-10771	234	15	-	-	PUNCT
fuelectenerg-10771	234	16	band	band	NOUN
fuelectenerg-10771	234	17	microstrip	microstrip	NOUN
fuelectenerg-10771	234	18	antennas	antenna	NOUN
fuelectenerg-10771	234	19	by	by	ADP
fuelectenerg-10771	234	20	gaussian	gaussian	ADJ
fuelectenerg-10771	234	21	process	process	NOUN
fuelectenerg-10771	234	22	regression	regression	NOUN
fuelectenerg-10771	234	23	"	"	PUNCT
fuelectenerg-10771	234	24	,	,	PUNCT
fuelectenerg-10771	234	25	ieee	ieee	NOUN
fuelectenerg-10771	234	26	antennas	antennas	PROPN
fuelectenerg-10771	234	27	wirel	wirel	PROPN
fuelectenerg-10771	234	28	.	.	PUNCT
fuelectenerg-10771	235	1	propag	propag	PROPN
fuelectenerg-10771	235	2	.	.	PUNCT
fuelectenerg-10771	236	1	lett	lett	PROPN
fuelectenerg-10771	236	2	.	.	PROPN
fuelectenerg-10771	236	3	,	,	PUNCT
fuelectenerg-10771	236	4	vol	vol	NOUN
fuelectenerg-10771	236	5	.	.	PROPN
fuelectenerg-10771	237	1	14	14	NUM
fuelectenerg-10771	237	2	,	,	PUNCT
fuelectenerg-10771	237	3	pp	pp	ADJ
fuelectenerg-10771	237	4	.	.	PUNCT
fuelectenerg-10771	238	1	337	337	NUM
fuelectenerg-10771	238	2	-	-	SYM
fuelectenerg-10771	238	3	341	341	NUM
fuelectenerg-10771	238	4	,	,	PUNCT
fuelectenerg-10771	238	5	2014	2014	NUM
fuelectenerg-10771	238	6	.	.	PUNCT
fuelectenerg-10771	239	1	[	[	X
fuelectenerg-10771	239	2	15	15	NUM
fuelectenerg-10771	239	3	]	]	PUNCT
fuelectenerg-10771	239	4	p.	p.	NOUN
fuelectenerg-10771	239	5	burrascano	burrascano	PROPN
fuelectenerg-10771	239	6	,	,	PUNCT
fuelectenerg-10771	239	7	s.	s.	PROPN
fuelectenerg-10771	239	8	fiori	fiori	PROPN
fuelectenerg-10771	239	9	and	and	CCONJ
fuelectenerg-10771	239	10	m.	m.	NOUN
fuelectenerg-10771	239	11	mongiardo	mongiardo	PROPN
fuelectenerg-10771	239	12	,	,	PUNCT
fuelectenerg-10771	239	13	"	"	PUNCT
fuelectenerg-10771	239	14	a	a	DET
fuelectenerg-10771	239	15	review	review	NOUN
fuelectenerg-10771	239	16	of	of	ADP
fuelectenerg-10771	239	17	artificial	artificial	ADJ
fuelectenerg-10771	239	18	neural	neural	ADJ
fuelectenerg-10771	239	19	networks	network	NOUN
fuelectenerg-10771	239	20	applications	application	NOUN
fuelectenerg-10771	239	21	in	in	ADP
fuelectenerg-10771	239	22	microwave	microwave	NOUN
fuelectenerg-10771	239	23	computer‐aided	computer‐aide	VERB
fuelectenerg-10771	239	24	design	design	NOUN
fuelectenerg-10771	239	25	"	"	PUNCT
fuelectenerg-10771	239	26	,	,	PUNCT
fuelectenerg-10771	239	27	int	int	PROPN
fuelectenerg-10771	239	28	.	.	PUNCT
fuelectenerg-10771	240	1	j.	j.	PROPN
fuelectenerg-10771	240	2	rf	rf	PROPN
fuelectenerg-10771	240	3	microw	microw	NOUN
fuelectenerg-10771	240	4	.	.	PUNCT
fuelectenerg-10771	241	1	c.	c.	PROPN
fuelectenerg-10771	241	2	e.	e.	PROPN
fuelectenerg-10771	241	3	,	,	PUNCT
fuelectenerg-10771	241	4	invited	invite	VERB
fuelectenerg-10771	241	5	article	article	NOUN
fuelectenerg-10771	241	6	,	,	PUNCT
fuelectenerg-10771	241	7	vol	vol	NOUN
fuelectenerg-10771	241	8	.	.	PROPN
fuelectenerg-10771	241	9	9	9	NUM
fuelectenerg-10771	241	10	,	,	PUNCT
fuelectenerg-10771	241	11	pp	pp	ADJ
fuelectenerg-10771	241	12	.	.	PUNCT
fuelectenerg-10771	242	1	158	158	NUM
fuelectenerg-10771	242	2	-	-	SYM
fuelectenerg-10771	242	3	174	174	NUM
fuelectenerg-10771	242	4	,	,	PUNCT
fuelectenerg-10771	242	5	1999	1999	NUM
fuelectenerg-10771	242	6	.	.	PUNCT
fuelectenerg-10771	243	1	[	[	X
fuelectenerg-10771	243	2	16	16	NUM
fuelectenerg-10771	243	3	]	]	X
fuelectenerg-10771	243	4	g.	g.	PROPN
fuelectenerg-10771	243	5	min	min	PROPN
fuelectenerg-10771	243	6	and	and	CCONJ
fuelectenerg-10771	243	7	y.	y.	PROPN
fuelectenerg-10771	243	8	feng	feng	PROPN
fuelectenerg-10771	243	9	,	,	PUNCT
fuelectenerg-10771	243	10	"	"	PUNCT
fuelectenerg-10771	243	11	calculation	calculation	NOUN
fuelectenerg-10771	243	12	of	of	ADP
fuelectenerg-10771	243	13	the	the	DET
fuelectenerg-10771	243	14	characteristic	characteristic	ADJ
fuelectenerg-10771	243	15	impedance	impedance	NOUN
fuelectenerg-10771	243	16	of	of	ADP
fuelectenerg-10771	243	17	tem	tem	PROPN
fuelectenerg-10771	243	18	horn	horn	NOUN
fuelectenerg-10771	243	19	antenna	antenna	NOUN
fuelectenerg-10771	243	20	using	use	VERB
fuelectenerg-10771	243	21	support	support	NOUN
fuelectenerg-10771	243	22	vector	vector	NOUN
fuelectenerg-10771	243	23	machine	machine	NOUN
fuelectenerg-10771	243	24	"	"	PUNCT
fuelectenerg-10771	243	25	,	,	PUNCT
fuelectenerg-10771	243	26	in	in	ADP
fuelectenerg-10771	243	27	proceedings	proceeding	NOUN
fuelectenerg-10771	243	28	of	of	ADP
fuelectenerg-10771	243	29	the	the	DET
fuelectenerg-10771	243	30	international	international	ADJ
fuelectenerg-10771	243	31	conference	conference	NOUN
fuelectenerg-10771	243	32	on	on	ADP
fuelectenerg-10771	243	33	microwave	microwave	NOUN
fuelectenerg-10771	243	34	and	and	CCONJ
fuelectenerg-10771	243	35	millimeter	millimeter	NOUN
fuelectenerg-10771	243	36	wave	wave	NOUN
fuelectenerg-10771	243	37	technology	technology	NOUN
fuelectenerg-10771	243	38	,	,	PUNCT
fuelectenerg-10771	243	39	2010	2010	NUM
fuelectenerg-10771	243	40	,	,	PUNCT
fuelectenerg-10771	243	41	pp	pp	ADP
fuelectenerg-10771	243	42	.	.	PUNCT
fuelectenerg-10771	243	43	895	895	NUM
fuelectenerg-10771	243	44	-	-	SYM
fuelectenerg-10771	243	45	897	897	NUM
fuelectenerg-10771	243	46	.	.	PUNCT
fuelectenerg-10771	244	1	42	42	NUM
fuelectenerg-10771	244	2	p.	p.	PROPN
fuelectenerg-10771	244	3	ranjan	ranjan	PROPN
fuelectenerg-10771	244	4	,	,	PUNCT
fuelectenerg-10771	244	5	h.	h.	PROPN
fuelectenerg-10771	244	6	gupta	gupta	PROPN
fuelectenerg-10771	244	7	,	,	PUNCT
fuelectenerg-10771	244	8	s.yadav	s.yadav	NOUN
fuelectenerg-10771	244	9	,	,	PUNCT
fuelectenerg-10771	244	10	a.	a.	NOUN
fuelectenerg-10771	244	11	sharma	sharma	PROPN
fuelectenerg-10771	245	1	[	[	X
fuelectenerg-10771	245	2	17	17	NUM
fuelectenerg-10771	245	3	]	]	PUNCT
fuelectenerg-10771	245	4	j.	j.	PROPN
fuelectenerg-10771	245	5	gao	gao	PROPN
fuelectenerg-10771	245	6	,	,	PUNCT
fuelectenerg-10771	245	7	y.	y.	PROPN
fuelectenerg-10771	245	8	tian	tian	PROPN
fuelectenerg-10771	245	9	,	,	PUNCT
fuelectenerg-10771	245	10	x.	x.	PROPN
fuelectenerg-10771	245	11	zheng	zheng	PROPN
fuelectenerg-10771	245	12	,	,	PUNCT
fuelectenerg-10771	245	13	x.	x.	PROPN
fuelectenerg-10771	245	14	chen	chen	PROPN
fuelectenerg-10771	245	15	and	and	CCONJ
fuelectenerg-10771	245	16	m.	m.	PROPN
fuelectenerg-10771	245	17	mrugalski	mrugalski	PROPN
fuelectenerg-10771	245	18	,	,	PUNCT
fuelectenerg-10771	245	19	"	"	PUNCT
fuelectenerg-10771	245	20	resonant	resonant	ADJ
fuelectenerg-10771	245	21	frequency	frequency	NOUN
fuelectenerg-10771	245	22	modeling	modeling	NOUN
fuelectenerg-10771	245	23	of	of	ADP
fuelectenerg-10771	245	24	microwave	microwave	NOUN
fuelectenerg-10771	245	25	antennas	antenna	NOUN
fuelectenerg-10771	245	26	using	use	VERB
fuelectenerg-10771	245	27	gaussian	gaussian	ADJ
fuelectenerg-10771	245	28	process	process	NOUN
fuelectenerg-10771	245	29	based	base	VERB
fuelectenerg-10771	245	30	on	on	ADP
fuelectenerg-10771	245	31	semisupervised	semisupervised	ADJ
fuelectenerg-10771	245	32	learning	learning	NOUN
fuelectenerg-10771	245	33	"	"	PUNCT
fuelectenerg-10771	245	34	,	,	PUNCT
fuelectenerg-10771	245	35	complexity	complexity	NOUN
fuelectenerg-10771	245	36	,	,	PUNCT
fuelectenerg-10771	245	37	vol	vol	NOUN
fuelectenerg-10771	245	38	.	.	PUNCT
fuelectenerg-10771	245	39	2020	2020	NUM
fuelectenerg-10771	245	40	,	,	PUNCT
fuelectenerg-10771	245	41	p.	p.	NOUN
fuelectenerg-10771	245	42	3485469	3485469	NUM
fuelectenerg-10771	245	43	,	,	PUNCT
fuelectenerg-10771	245	44	2020	2020	NUM
fuelectenerg-10771	245	45	.	.	PUNCT
fuelectenerg-10771	246	1	[	[	X
fuelectenerg-10771	246	2	18	18	NUM
fuelectenerg-10771	246	3	]	]	X
fuelectenerg-10771	246	4	p.	p.	PROPN
fuelectenerg-10771	246	5	ranjan	ranjan	PROPN
fuelectenerg-10771	246	6	,	,	PUNCT
fuelectenerg-10771	246	7	a.	a.	NOUN
fuelectenerg-10771	246	8	maurya	maurya	PROPN
fuelectenerg-10771	246	9	,	,	PUNCT
fuelectenerg-10771	246	10	h.	h.	PROPN
fuelectenerg-10771	246	11	gupta	gupta	PROPN
fuelectenerg-10771	246	12	,	,	PUNCT
fuelectenerg-10771	246	13	s.	s.	PROPN
fuelectenerg-10771	246	14	yadav	yadav	PROPN
fuelectenerg-10771	246	15	and	and	CCONJ
fuelectenerg-10771	246	16	a.	a.	NOUN
fuelectenerg-10771	246	17	sharma	sharma	PROPN
fuelectenerg-10771	246	18	,	,	PUNCT
fuelectenerg-10771	246	19	"	"	PUNCT
fuelectenerg-10771	246	20	ultra	ultra	ADJ
fuelectenerg-10771	246	21	-	-	ADJ
fuelectenerg-10771	246	22	wideband	wideband	ADJ
fuelectenerg-10771	246	23	cpw	cpw	NOUN
fuelectenerg-10771	246	24	fed	feed	VERB
fuelectenerg-10771	246	25	band	band	NOUN
fuelectenerg-10771	246	26	-	-	PUNCT
fuelectenerg-10771	246	27	notched	notch	VERB
fuelectenerg-10771	246	28	monopole	monopole	NOUN
fuelectenerg-10771	246	29	antenna	antenna	NOUN
fuelectenerg-10771	246	30	optimization	optimization	NOUN
fuelectenerg-10771	246	31	using	use	VERB
fuelectenerg-10771	246	32	machine	machine	NOUN
fuelectenerg-10771	246	33	learning	learning	NOUN
fuelectenerg-10771	246	34	"	"	PUNCT
fuelectenerg-10771	246	35	,	,	PUNCT
fuelectenerg-10771	246	36	prog	prog	PROPN
fuelectenerg-10771	246	37	.	.	PUNCT
fuelectenerg-10771	247	1	electromagn	electromagn	PROPN
fuelectenerg-10771	247	2	.	.	PUNCT
fuelectenerg-10771	248	1	res	re	NOUN
fuelectenerg-10771	248	2	.	.	PUNCT
fuelectenerg-10771	249	1	m	m	PROPN
fuelectenerg-10771	249	2	,	,	PUNCT
fuelectenerg-10771	249	3	vol	vol	NOUN
fuelectenerg-10771	249	4	.	.	PROPN
fuelectenerg-10771	249	5	108	108	NUM
fuelectenerg-10771	249	6	,	,	PUNCT
fuelectenerg-10771	249	7	pp	pp	ADJ
fuelectenerg-10771	249	8	.	.	PUNCT
fuelectenerg-10771	250	1	27	27	NUM
fuelectenerg-10771	250	2	-	-	SYM
fuelectenerg-10771	250	3	39	39	NUM
fuelectenerg-10771	250	4	,	,	PUNCT
fuelectenerg-10771	250	5	2022	2022	NUM
fuelectenerg-10771	250	6	.	.	PUNCT