id	sid	tid	token	lemma	pos
fuelectenerg-4802	1	1	facta	facta	PROPN
fuelectenerg-4802	1	2	universitatis	universitatis	PROPN
fuelectenerg-4802	1	3	series	series	NOUN
fuelectenerg-4802	1	4	:	:	PUNCT
fuelectenerg-4802	1	5	electronics	electronic	NOUN
fuelectenerg-4802	1	6	and	and	CCONJ
fuelectenerg-4802	1	7	energetics	energetics	NOUN
fuelectenerg-4802	1	8	vol	vol	NOUN
fuelectenerg-4802	1	9	.	.	PUNCT
fuelectenerg-4802	2	1	32	32	NUM
fuelectenerg-4802	2	2	,	,	PUNCT
fuelectenerg-4802	2	3	no	no	DET
fuelectenerg-4802	2	4	2	2	NUM
fuelectenerg-4802	2	5	,	,	PUNCT
fuelectenerg-4802	2	6	june	june	PROPN
fuelectenerg-4802	2	7	2019	2019	NUM
fuelectenerg-4802	2	8	,	,	PUNCT
fuelectenerg-4802	2	9	pp	pp	ADJ
fuelectenerg-4802	2	10	.	.	PUNCT
fuelectenerg-4802	3	1	315	315	NUM
fuelectenerg-4802	3	2	-	-	SYM
fuelectenerg-4802	3	3	330	330	NUM
fuelectenerg-4802	3	4	https://doi.org/10.2298/fuee1902315o	https://doi.org/10.2298/fuee1902315o	PROPN
fuelectenerg-4802	3	5	feature	feature	NOUN
fuelectenerg-4802	3	6	selection	selection	NOUN
fuelectenerg-4802	3	7	for	for	ADP
fuelectenerg-4802	3	8	intrusion	intrusion	NOUN
fuelectenerg-4802	3	9	detection	detection	NOUN
fuelectenerg-4802	3	10	system	system	NOUN
fuelectenerg-4802	3	11	in	in	ADP
fuelectenerg-4802	3	12	a	a	DET
fuelectenerg-4802	3	13	cluster	cluster	NOUN
fuelectenerg-4802	3	14	-	-	PUNCT
fuelectenerg-4802	3	15	based	base	VERB
fuelectenerg-4802	3	16	heterogeneous	heterogeneous	ADJ
fuelectenerg-4802	3	17	wireless	wireless	ADJ
fuelectenerg-4802	3	18	sensor	sensor	NOUN
fuelectenerg-4802	3	19	network	network	NOUN
fuelectenerg-4802	3	20	opeyemi	opeyemi	NOUN
fuelectenerg-4802	3	21	osanaiye	osanaiye	NOUN
fuelectenerg-4802	3	22	1	1	NUM
fuelectenerg-4802	3	23	,	,	PUNCT
fuelectenerg-4802	3	24	olayinka	olayinka	NOUN
fuelectenerg-4802	3	25	ogundile	ogundile	ADJ
fuelectenerg-4802	3	26	2	2	NUM
fuelectenerg-4802	3	27	,	,	PUNCT
fuelectenerg-4802	3	28	folayo	folayo	NOUN
fuelectenerg-4802	3	29	aina	aina	PROPN
fuelectenerg-4802	3	30	3	3	NUM
fuelectenerg-4802	3	31	,	,	PUNCT
fuelectenerg-4802	3	32	ayodele	ayodele	PROPN
fuelectenerg-4802	3	33	periola	periola	VERB
fuelectenerg-4802	3	34	4	4	NUM
fuelectenerg-4802	3	35	1	1	NUM
fuelectenerg-4802	3	36	department	department	NOUN
fuelectenerg-4802	3	37	of	of	ADP
fuelectenerg-4802	3	38	telecommunication	telecommunication	NOUN
fuelectenerg-4802	3	39	engineering	engineering	NOUN
fuelectenerg-4802	3	40	,	,	PUNCT
fuelectenerg-4802	3	41	federal	federal	ADJ
fuelectenerg-4802	3	42	university	university	PROPN
fuelectenerg-4802	3	43	of	of	ADP
fuelectenerg-4802	3	44	technology	technology	NOUN
fuelectenerg-4802	3	45	,	,	PUNCT
fuelectenerg-4802	3	46	minna	minna	NOUN
fuelectenerg-4802	3	47	,	,	PUNCT
fuelectenerg-4802	3	48	niger	niger	NOUN
fuelectenerg-4802	3	49	state	state	NOUN
fuelectenerg-4802	3	50	,	,	PUNCT
fuelectenerg-4802	3	51	nigeria	nigeria	PROPN
fuelectenerg-4802	3	52	2	2	NUM
fuelectenerg-4802	3	53	department	department	NOUN
fuelectenerg-4802	3	54	of	of	ADP
fuelectenerg-4802	3	55	physics	physics	PROPN
fuelectenerg-4802	3	56	and	and	CCONJ
fuelectenerg-4802	3	57	telecommunications	telecommunication	NOUN
fuelectenerg-4802	3	58	,	,	PUNCT
fuelectenerg-4802	3	59	tai	tai	PROPN
fuelectenerg-4802	3	60	solarin	solarin	PROPN
fuelectenerg-4802	3	61	university	university	PROPN
fuelectenerg-4802	3	62	of	of	ADP
fuelectenerg-4802	3	63	education	education	NOUN
fuelectenerg-4802	3	64	,	,	PUNCT
fuelectenerg-4802	3	65	ogun	ogun	PROPN
fuelectenerg-4802	3	66	state	state	PROPN
fuelectenerg-4802	3	67	,	,	PUNCT
fuelectenerg-4802	3	68	nigeria	nigeria	PROPN
fuelectenerg-4802	3	69	3	3	NUM
fuelectenerg-4802	3	70	department	department	NOUN
fuelectenerg-4802	3	71	of	of	ADP
fuelectenerg-4802	3	72	telecommunication	telecommunication	NOUN
fuelectenerg-4802	3	73	science	science	NOUN
fuelectenerg-4802	3	74	,	,	PUNCT
fuelectenerg-4802	3	75	university	university	NOUN
fuelectenerg-4802	3	76	of	of	ADP
fuelectenerg-4802	3	77	ilorin	ilorin	NOUN
fuelectenerg-4802	3	78	,	,	PUNCT
fuelectenerg-4802	3	79	ilorin	ilorin	PROPN
fuelectenerg-4802	3	80	,	,	PUNCT
fuelectenerg-4802	3	81	kwara	kwara	PROPN
fuelectenerg-4802	3	82	state	state	PROPN
fuelectenerg-4802	3	83	,	,	PUNCT
fuelectenerg-4802	3	84	nigeria	nigeria	PROPN
fuelectenerg-4802	3	85	4	4	NUM
fuelectenerg-4802	3	86	electrical	electrical	ADJ
fuelectenerg-4802	3	87	electronics	electronic	NOUN
fuelectenerg-4802	3	88	and	and	CCONJ
fuelectenerg-4802	3	89	computer	computer	NOUN
fuelectenerg-4802	3	90	engineering	engineering	NOUN
fuelectenerg-4802	3	91	,	,	PUNCT
fuelectenerg-4802	3	92	bells	bell	VERB
fuelectenerg-4802	3	93	university	university	PROPN
fuelectenerg-4802	3	94	of	of	ADP
fuelectenerg-4802	3	95	technology	technology	PROPN
fuelectenerg-4802	3	96	,	,	PUNCT
fuelectenerg-4802	3	97	ota	ota	PROPN
fuelectenerg-4802	3	98	,	,	PUNCT
fuelectenerg-4802	3	99	nigeria	nigeria	PROPN
fuelectenerg-4802	3	100	abstract	abstract	ADJ
fuelectenerg-4802	3	101	.	.	PUNCT
fuelectenerg-4802	4	1	wireless	wireless	ADJ
fuelectenerg-4802	4	2	sensor	sensor	NOUN
fuelectenerg-4802	4	3	network	network	NOUN
fuelectenerg-4802	4	4	(	(	PUNCT
fuelectenerg-4802	4	5	wsn	wsn	PROPN
fuelectenerg-4802	4	6	)	)	PUNCT
fuelectenerg-4802	4	7	has	have	AUX
fuelectenerg-4802	4	8	become	become	VERB
fuelectenerg-4802	4	9	one	one	NUM
fuelectenerg-4802	4	10	of	of	ADP
fuelectenerg-4802	4	11	the	the	DET
fuelectenerg-4802	4	12	most	most	ADV
fuelectenerg-4802	4	13	promising	promising	ADJ
fuelectenerg-4802	4	14	networking	network	VERB
fuelectenerg-4802	4	15	solutions	solution	NOUN
fuelectenerg-4802	4	16	with	with	ADP
fuelectenerg-4802	4	17	exciting	exciting	ADJ
fuelectenerg-4802	4	18	new	new	ADJ
fuelectenerg-4802	4	19	applications	application	NOUN
fuelectenerg-4802	4	20	for	for	ADP
fuelectenerg-4802	4	21	the	the	DET
fuelectenerg-4802	4	22	near	near	ADJ
fuelectenerg-4802	4	23	future	future	NOUN
fuelectenerg-4802	4	24	.	.	PUNCT
fuelectenerg-4802	5	1	notwithstanding	notwithstanding	ADP
fuelectenerg-4802	5	2	the	the	DET
fuelectenerg-4802	5	3	resource	resource	NOUN
fuelectenerg-4802	5	4	constrain	constrain	NOUN
fuelectenerg-4802	5	5	of	of	ADP
fuelectenerg-4802	5	6	wsns	wsns	NOUN
fuelectenerg-4802	5	7	,	,	PUNCT
fuelectenerg-4802	5	8	it	it	PRON
fuelectenerg-4802	5	9	has	have	AUX
fuelectenerg-4802	5	10	continued	continue	VERB
fuelectenerg-4802	5	11	to	to	PART
fuelectenerg-4802	5	12	enjoy	enjoy	VERB
fuelectenerg-4802	5	13	widespread	widespread	ADJ
fuelectenerg-4802	5	14	deployment	deployment	NOUN
fuelectenerg-4802	5	15	.	.	PUNCT
fuelectenerg-4802	6	1	security	security	NOUN
fuelectenerg-4802	6	2	in	in	ADP
fuelectenerg-4802	6	3	wsn	wsn	PROPN
fuelectenerg-4802	6	4	,	,	PUNCT
fuelectenerg-4802	6	5	however	however	ADV
fuelectenerg-4802	6	6	,	,	PUNCT
fuelectenerg-4802	6	7	remains	remain	VERB
fuelectenerg-4802	6	8	an	an	DET
fuelectenerg-4802	6	9	ongoing	ongoing	ADJ
fuelectenerg-4802	6	10	research	research	NOUN
fuelectenerg-4802	6	11	trend	trend	NOUN
fuelectenerg-4802	6	12	as	as	SCONJ
fuelectenerg-4802	6	13	the	the	DET
fuelectenerg-4802	6	14	deployed	deploy	VERB
fuelectenerg-4802	6	15	sensor	sensor	NOUN
fuelectenerg-4802	6	16	nodes	node	NOUN
fuelectenerg-4802	6	17	(	(	PUNCT
fuelectenerg-4802	6	18	sns	sns	NOUN
fuelectenerg-4802	6	19	)	)	PUNCT
fuelectenerg-4802	6	20	are	be	AUX
fuelectenerg-4802	6	21	susceptible	susceptible	ADJ
fuelectenerg-4802	6	22	to	to	ADP
fuelectenerg-4802	6	23	various	various	ADJ
fuelectenerg-4802	6	24	security	security	NOUN
fuelectenerg-4802	6	25	challenges	challenge	NOUN
fuelectenerg-4802	6	26	due	due	ADP
fuelectenerg-4802	6	27	to	to	ADP
fuelectenerg-4802	6	28	its	its	PRON
fuelectenerg-4802	6	29	architecture	architecture	NOUN
fuelectenerg-4802	6	30	,	,	PUNCT
fuelectenerg-4802	6	31	hostile	hostile	ADJ
fuelectenerg-4802	6	32	deployment	deployment	NOUN
fuelectenerg-4802	6	33	environment	environment	NOUN
fuelectenerg-4802	6	34	and	and	CCONJ
fuelectenerg-4802	6	35	insecure	insecure	ADJ
fuelectenerg-4802	6	36	routing	routing	NOUN
fuelectenerg-4802	6	37	protocols	protocol	NOUN
fuelectenerg-4802	6	38	.	.	PUNCT
fuelectenerg-4802	7	1	in	in	ADP
fuelectenerg-4802	7	2	this	this	DET
fuelectenerg-4802	7	3	work	work	NOUN
fuelectenerg-4802	7	4	,	,	PUNCT
fuelectenerg-4802	7	5	we	we	PRON
fuelectenerg-4802	7	6	propose	propose	VERB
fuelectenerg-4802	7	7	a	a	DET
fuelectenerg-4802	7	8	feature	feature	NOUN
fuelectenerg-4802	7	9	selection	selection	NOUN
fuelectenerg-4802	7	10	method	method	NOUN
fuelectenerg-4802	7	11	by	by	ADP
fuelectenerg-4802	7	12	combining	combine	VERB
fuelectenerg-4802	7	13	three	three	NUM
fuelectenerg-4802	7	14	filter	filter	NOUN
fuelectenerg-4802	7	15	methods	method	NOUN
fuelectenerg-4802	7	16	;	;	PUNCT
fuelectenerg-4802	7	17	gain	gain	VERB
fuelectenerg-4802	7	18	ratio	ratio	NOUN
fuelectenerg-4802	7	19	,	,	PUNCT
fuelectenerg-4802	7	20	chi	chi	NOUN
fuelectenerg-4802	7	21	-	-	PUNCT
fuelectenerg-4802	7	22	squared	square	VERB
fuelectenerg-4802	7	23	and	and	CCONJ
fuelectenerg-4802	7	24	relieff	relieff	NOUN
fuelectenerg-4802	7	25	(	(	PUNCT
fuelectenerg-4802	7	26	triple	triple	ADJ
fuelectenerg-4802	7	27	-	-	PUNCT
fuelectenerg-4802	7	28	filter	filter	NOUN
fuelectenerg-4802	7	29	)	)	PUNCT
fuelectenerg-4802	7	30	in	in	ADP
fuelectenerg-4802	7	31	a	a	DET
fuelectenerg-4802	7	32	cluster	cluster	NOUN
fuelectenerg-4802	7	33	-	-	PUNCT
fuelectenerg-4802	7	34	based	base	VERB
fuelectenerg-4802	7	35	heterogeneous	heterogeneous	ADJ
fuelectenerg-4802	7	36	wsn	wsn	NOUN
fuelectenerg-4802	7	37	prior	prior	ADV
fuelectenerg-4802	7	38	to	to	ADP
fuelectenerg-4802	7	39	classification	classification	NOUN
fuelectenerg-4802	7	40	.	.	PUNCT
fuelectenerg-4802	8	1	this	this	PRON
fuelectenerg-4802	8	2	will	will	AUX
fuelectenerg-4802	8	3	increase	increase	VERB
fuelectenerg-4802	8	4	the	the	DET
fuelectenerg-4802	8	5	classification	classification	NOUN
fuelectenerg-4802	8	6	accuracy	accuracy	NOUN
fuelectenerg-4802	8	7	and	and	CCONJ
fuelectenerg-4802	8	8	reduce	reduce	VERB
fuelectenerg-4802	8	9	system	system	NOUN
fuelectenerg-4802	8	10	complexity	complexity	NOUN
fuelectenerg-4802	8	11	by	by	ADP
fuelectenerg-4802	8	12	extracting	extract	VERB
fuelectenerg-4802	8	13	14	14	NUM
fuelectenerg-4802	8	14	important	important	ADJ
fuelectenerg-4802	8	15	features	feature	NOUN
fuelectenerg-4802	8	16	from	from	ADP
fuelectenerg-4802	8	17	the	the	DET
fuelectenerg-4802	8	18	41	41	NUM
fuelectenerg-4802	8	19	original	original	ADJ
fuelectenerg-4802	8	20	features	feature	NOUN
fuelectenerg-4802	8	21	in	in	ADP
fuelectenerg-4802	8	22	the	the	DET
fuelectenerg-4802	8	23	dataset	dataset	NOUN
fuelectenerg-4802	8	24	.	.	PUNCT
fuelectenerg-4802	9	1	an	an	DET
fuelectenerg-4802	9	2	intrusion	intrusion	NOUN
fuelectenerg-4802	9	3	detection	detection	NOUN
fuelectenerg-4802	9	4	benchmark	benchmark	NOUN
fuelectenerg-4802	9	5	dataset	dataset	NOUN
fuelectenerg-4802	9	6	,	,	PUNCT
fuelectenerg-4802	9	7	nsl	nsl	PROPN
fuelectenerg-4802	9	8	-	-	PUNCT
fuelectenerg-4802	9	9	kdd	kdd	PROPN
fuelectenerg-4802	9	10	,	,	PUNCT
fuelectenerg-4802	9	11	is	be	AUX
fuelectenerg-4802	9	12	used	use	VERB
fuelectenerg-4802	9	13	for	for	ADP
fuelectenerg-4802	9	14	performance	performance	NOUN
fuelectenerg-4802	9	15	evaluation	evaluation	NOUN
fuelectenerg-4802	9	16	by	by	ADP
fuelectenerg-4802	9	17	considering	consider	VERB
fuelectenerg-4802	9	18	detection	detection	NOUN
fuelectenerg-4802	9	19	rate	rate	NOUN
fuelectenerg-4802	9	20	,	,	PUNCT
fuelectenerg-4802	9	21	accuracy	accuracy	NOUN
fuelectenerg-4802	9	22	and	and	CCONJ
fuelectenerg-4802	9	23	the	the	DET
fuelectenerg-4802	9	24	false	false	ADJ
fuelectenerg-4802	9	25	alarm	alarm	NOUN
fuelectenerg-4802	9	26	rate	rate	NOUN
fuelectenerg-4802	9	27	.	.	PUNCT
fuelectenerg-4802	10	1	results	result	NOUN
fuelectenerg-4802	10	2	obtained	obtain	VERB
fuelectenerg-4802	10	3	show	show	NOUN
fuelectenerg-4802	10	4	that	that	SCONJ
fuelectenerg-4802	10	5	our	our	PRON
fuelectenerg-4802	10	6	proposed	propose	VERB
fuelectenerg-4802	10	7	method	method	NOUN
fuelectenerg-4802	10	8	can	can	AUX
fuelectenerg-4802	10	9	effectively	effectively	ADV
fuelectenerg-4802	10	10	reduce	reduce	VERB
fuelectenerg-4802	10	11	the	the	DET
fuelectenerg-4802	10	12	number	number	NOUN
fuelectenerg-4802	10	13	of	of	ADP
fuelectenerg-4802	10	14	features	feature	NOUN
fuelectenerg-4802	10	15	with	with	ADP
fuelectenerg-4802	10	16	a	a	DET
fuelectenerg-4802	10	17	high	high	ADJ
fuelectenerg-4802	10	18	classification	classification	NOUN
fuelectenerg-4802	10	19	accuracy	accuracy	NOUN
fuelectenerg-4802	10	20	and	and	CCONJ
fuelectenerg-4802	10	21	detection	detection	NOUN
fuelectenerg-4802	10	22	rate	rate	NOUN
fuelectenerg-4802	10	23	in	in	ADP
fuelectenerg-4802	10	24	comparison	comparison	NOUN
fuelectenerg-4802	10	25	with	with	ADP
fuelectenerg-4802	10	26	other	other	ADJ
fuelectenerg-4802	10	27	filter	filter	NOUN
fuelectenerg-4802	10	28	methods	method	NOUN
fuelectenerg-4802	10	29	.	.	PUNCT
fuelectenerg-4802	11	1	in	in	ADP
fuelectenerg-4802	11	2	addition	addition	NOUN
fuelectenerg-4802	11	3	,	,	PUNCT
fuelectenerg-4802	11	4	this	this	DET
fuelectenerg-4802	11	5	proposed	propose	VERB
fuelectenerg-4802	11	6	feature	feature	NOUN
fuelectenerg-4802	11	7	selection	selection	NOUN
fuelectenerg-4802	11	8	method	method	NOUN
fuelectenerg-4802	11	9	tends	tend	VERB
fuelectenerg-4802	11	10	to	to	PART
fuelectenerg-4802	11	11	reduce	reduce	VERB
fuelectenerg-4802	11	12	the	the	DET
fuelectenerg-4802	11	13	total	total	ADJ
fuelectenerg-4802	11	14	energy	energy	NOUN
fuelectenerg-4802	11	15	consumed	consume	VERB
fuelectenerg-4802	11	16	by	by	ADP
fuelectenerg-4802	11	17	sns	sns	PROPN
fuelectenerg-4802	11	18	during	during	ADP
fuelectenerg-4802	11	19	intrusion	intrusion	NOUN
fuelectenerg-4802	11	20	detection	detection	NOUN
fuelectenerg-4802	11	21	as	as	SCONJ
fuelectenerg-4802	11	22	compared	compare	VERB
fuelectenerg-4802	11	23	with	with	ADP
fuelectenerg-4802	11	24	other	other	ADJ
fuelectenerg-4802	11	25	filter	filter	NOUN
fuelectenerg-4802	11	26	selection	selection	NOUN
fuelectenerg-4802	11	27	methods	method	NOUN
fuelectenerg-4802	11	28	,	,	PUNCT
fuelectenerg-4802	11	29	thereby	thereby	ADV
fuelectenerg-4802	11	30	extending	extend	VERB
fuelectenerg-4802	11	31	the	the	DET
fuelectenerg-4802	11	32	network	network	NOUN
fuelectenerg-4802	11	33	lifetime	lifetime	NOUN
fuelectenerg-4802	11	34	and	and	CCONJ
fuelectenerg-4802	11	35	functionality	functionality	NOUN
fuelectenerg-4802	11	36	for	for	ADP
fuelectenerg-4802	11	37	a	a	DET
fuelectenerg-4802	11	38	reasonable	reasonable	ADJ
fuelectenerg-4802	11	39	period	period	NOUN
fuelectenerg-4802	11	40	.	.	PUNCT
fuelectenerg-4802	12	1	key	key	ADJ
fuelectenerg-4802	12	2	words	word	NOUN
fuelectenerg-4802	12	3	:	:	PUNCT
fuelectenerg-4802	12	4	chi	chi	NOUN
fuelectenerg-4802	12	5	-	-	PUNCT
fuelectenerg-4802	12	6	squared	square	VERB
fuelectenerg-4802	12	7	,	,	PUNCT
fuelectenerg-4802	12	8	cluster	cluster	NOUN
fuelectenerg-4802	12	9	,	,	PUNCT
fuelectenerg-4802	12	10	gain	gain	VERB
fuelectenerg-4802	12	11	ratio	ratio	NOUN
fuelectenerg-4802	12	12	,	,	PUNCT
fuelectenerg-4802	12	13	intrusion	intrusion	NOUN
fuelectenerg-4802	12	14	detection	detection	NOUN
fuelectenerg-4802	12	15	,	,	PUNCT
fuelectenerg-4802	12	16	nsl	nsl	PROPN
fuelectenerg-4802	12	17	-	-	PUNCT
fuelectenerg-4802	12	18	kdd	kdd	PROPN
fuelectenerg-4802	12	19	,	,	PUNCT
fuelectenerg-4802	12	20	relieff	relieff	NOUN
fuelectenerg-4802	12	21	,	,	PUNCT
fuelectenerg-4802	12	22	wsns	wsns	NOUN
fuelectenerg-4802	12	23	received	receive	VERB
fuelectenerg-4802	12	24	january	january	PROPN
fuelectenerg-4802	12	25	16	16	NUM
fuelectenerg-4802	12	26	,	,	PUNCT
fuelectenerg-4802	12	27	2019	2019	NUM
fuelectenerg-4802	12	28	;	;	PUNCT
fuelectenerg-4802	12	29	received	receive	VERB
fuelectenerg-4802	12	30	in	in	ADP
fuelectenerg-4802	12	31	revised	revise	VERB
fuelectenerg-4802	12	32	form	form	NOUN
fuelectenerg-4802	12	33	march	march	PROPN
fuelectenerg-4802	12	34	9	9	NUM
fuelectenerg-4802	12	35	,	,	PUNCT
fuelectenerg-4802	12	36	2019	2019	NUM
fuelectenerg-4802	12	37	corresponding	correspond	VERB
fuelectenerg-4802	12	38	author	author	NOUN
fuelectenerg-4802	12	39	:	:	PUNCT
fuelectenerg-4802	12	40	opeyemi	opeyemi	PROPN
fuelectenerg-4802	12	41	osanaiy	osanaiy	PROPN
fuelectenerg-4802	12	42	department	department	PROPN
fuelectenerg-4802	12	43	of	of	ADP
fuelectenerg-4802	12	44	telecommunication	telecommunication	NOUN
fuelectenerg-4802	12	45	engineering	engineering	NOUN
fuelectenerg-4802	12	46	,	,	PUNCT
fuelectenerg-4802	12	47	federal	federal	ADJ
fuelectenerg-4802	12	48	university	university	PROPN
fuelectenerg-4802	12	49	of	of	ADP
fuelectenerg-4802	12	50	technology	technology	NOUN
fuelectenerg-4802	12	51	,	,	PUNCT
fuelectenerg-4802	12	52	minna	minna	NOUN
fuelectenerg-4802	12	53	,	,	PUNCT
fuelectenerg-4802	12	54	niger	niger	NOUN
fuelectenerg-4802	12	55	state	state	NOUN
fuelectenerg-4802	12	56	,	,	PUNCT
fuelectenerg-4802	12	57	nigeria	nigeria	PROPN
fuelectenerg-4802	12	58	(	(	PUNCT
fuelectenerg-4802	12	59	e	e	NOUN
fuelectenerg-4802	12	60	-	-	NOUN
fuelectenerg-4802	12	61	mail	mail	NOUN
fuelectenerg-4802	12	62	:	:	PUNCT
fuelectenerg-4802	12	63	opyosa001@myuct.ac.za	opyosa001@myuct.ac.za	NOUN
fuelectenerg-4802	12	64	)	)	PUNCT
fuelectenerg-4802	12	65	316	316	NUM
fuelectenerg-4802	12	66	o.	o.	NOUN
fuelectenerg-4802	12	67	osanaiye	osanaiye	PROPN
fuelectenerg-4802	12	68	,	,	PUNCT
fuelectenerg-4802	12	69	o.	o.	PROPN
fuelectenerg-4802	12	70	ogundile	ogundile	PROPN
fuelectenerg-4802	12	71	,	,	PUNCT
fuelectenerg-4802	12	72	f.	f.	PROPN
fuelectenerg-4802	12	73	aina	aina	PROPN
fuelectenerg-4802	12	74	,	,	PUNCT
fuelectenerg-4802	12	75	a.	a.	PROPN
fuelectenerg-4802	12	76	periola	periola	PROPN
fuelectenerg-4802	12	77	1	1	X
fuelectenerg-4802	12	78	.	.	PUNCT
fuelectenerg-4802	13	1	introduction	introduction	NOUN
fuelectenerg-4802	13	2	wireless	wireless	ADJ
fuelectenerg-4802	13	3	sensor	sensor	NOUN
fuelectenerg-4802	13	4	networks	network	NOUN
fuelectenerg-4802	13	5	(	(	PUNCT
fuelectenerg-4802	13	6	wsns	wsns	NOUN
fuelectenerg-4802	13	7	)	)	PUNCT
fuelectenerg-4802	13	8	are	be	AUX
fuelectenerg-4802	13	9	formed	form	VERB
fuelectenerg-4802	13	10	by	by	ADP
fuelectenerg-4802	13	11	sets	set	NOUN
fuelectenerg-4802	13	12	of	of	ADP
fuelectenerg-4802	13	13	distributed	distribute	VERB
fuelectenerg-4802	13	14	autonomous	autonomous	ADJ
fuelectenerg-4802	13	15	devices	device	NOUN
fuelectenerg-4802	13	16	with	with	ADP
fuelectenerg-4802	13	17	the	the	DET
fuelectenerg-4802	13	18	capability	capability	NOUN
fuelectenerg-4802	13	19	to	to	PART
fuelectenerg-4802	13	20	sense	sense	VERB
fuelectenerg-4802	13	21	,	,	PUNCT
fuelectenerg-4802	13	22	process	process	NOUN
fuelectenerg-4802	13	23	,	,	PUNCT
fuelectenerg-4802	13	24	transmit	transmit	VERB
fuelectenerg-4802	13	25	and	and	CCONJ
fuelectenerg-4802	13	26	receive	receive	VERB
fuelectenerg-4802	13	27	observed	observe	VERB
fuelectenerg-4802	13	28	or	or	CCONJ
fuelectenerg-4802	13	29	measured	measure	VERB
fuelectenerg-4802	13	30	condition	condition	NOUN
fuelectenerg-4802	13	31	.	.	PUNCT
fuelectenerg-4802	14	1	the	the	DET
fuelectenerg-4802	14	2	sensor	sensor	NOUN
fuelectenerg-4802	14	3	nodes	nod	VERB
fuelectenerg-4802	14	4	(	(	PUNCT
fuelectenerg-4802	14	5	sns	sns	PROPN
fuelectenerg-4802	14	6	)	)	PUNCT
fuelectenerg-4802	14	7	used	use	VERB
fuelectenerg-4802	14	8	in	in	ADP
fuelectenerg-4802	14	9	wsns	wsns	NOUN
fuelectenerg-4802	14	10	are	be	AUX
fuelectenerg-4802	14	11	characterized	characterize	VERB
fuelectenerg-4802	14	12	by	by	ADP
fuelectenerg-4802	14	13	their	their	PRON
fuelectenerg-4802	14	14	light	light	ADJ
fuelectenerg-4802	14	15	weight	weight	NOUN
fuelectenerg-4802	14	16	,	,	PUNCT
fuelectenerg-4802	14	17	limited	limited	ADJ
fuelectenerg-4802	14	18	processing	processing	NOUN
fuelectenerg-4802	14	19	power	power	NOUN
fuelectenerg-4802	14	20	,	,	PUNCT
fuelectenerg-4802	14	21	limited	limited	ADJ
fuelectenerg-4802	14	22	energy	energy	NOUN
fuelectenerg-4802	14	23	,	,	PUNCT
fuelectenerg-4802	14	24	low	low	ADJ
fuelectenerg-4802	14	25	storage	storage	NOUN
fuelectenerg-4802	14	26	capacity	capacity	NOUN
fuelectenerg-4802	14	27	,	,	PUNCT
fuelectenerg-4802	14	28	short	short	ADJ
fuelectenerg-4802	14	29	communication	communication	NOUN
fuelectenerg-4802	14	30	range	range	NOUN
fuelectenerg-4802	14	31	and	and	CCONJ
fuelectenerg-4802	14	32	low	low	ADJ
fuelectenerg-4802	14	33	bandwidth	bandwidth	NOUN
fuelectenerg-4802	14	34	[	[	X
fuelectenerg-4802	14	35	1	1	NUM
fuelectenerg-4802	14	36	]	]	PUNCT
fuelectenerg-4802	14	37	.	.	PUNCT
fuelectenerg-4802	15	1	the	the	DET
fuelectenerg-4802	15	2	sensor	sensor	NOUN
fuelectenerg-4802	15	3	component	component	NOUN
fuelectenerg-4802	15	4	of	of	ADP
fuelectenerg-4802	15	5	the	the	DET
fuelectenerg-4802	15	6	sn	sn	PROPN
fuelectenerg-4802	15	7	measures	measure	VERB
fuelectenerg-4802	15	8	the	the	DET
fuelectenerg-4802	15	9	observed	observed	ADJ
fuelectenerg-4802	15	10	condition	condition	NOUN
fuelectenerg-4802	15	11	of	of	ADP
fuelectenerg-4802	15	12	a	a	DET
fuelectenerg-4802	15	13	particular	particular	ADJ
fuelectenerg-4802	15	14	situation	situation	NOUN
fuelectenerg-4802	15	15	or	or	CCONJ
fuelectenerg-4802	15	16	physical	physical	ADJ
fuelectenerg-4802	15	17	surroundings	surrounding	NOUN
fuelectenerg-4802	15	18	while	while	SCONJ
fuelectenerg-4802	15	19	the	the	DET
fuelectenerg-4802	15	20	microprocessor	microprocessor	NOUN
fuelectenerg-4802	15	21	ensures	ensure	VERB
fuelectenerg-4802	15	22	the	the	DET
fuelectenerg-4802	15	23	obtained	obtain	VERB
fuelectenerg-4802	15	24	information	information	NOUN
fuelectenerg-4802	15	25	are	be	AUX
fuelectenerg-4802	15	26	intelligently	intelligently	ADV
fuelectenerg-4802	15	27	computed	compute	VERB
fuelectenerg-4802	15	28	[	[	X
fuelectenerg-4802	15	29	2	2	NUM
fuelectenerg-4802	15	30	]	]	PUNCT
fuelectenerg-4802	15	31	.	.	PUNCT
fuelectenerg-4802	16	1	the	the	DET
fuelectenerg-4802	16	2	wireless	wireless	ADJ
fuelectenerg-4802	16	3	radio	radio	NOUN
fuelectenerg-4802	16	4	of	of	ADP
fuelectenerg-4802	16	5	the	the	DET
fuelectenerg-4802	16	6	node	node	NOUN
fuelectenerg-4802	16	7	,	,	PUNCT
fuelectenerg-4802	16	8	on	on	ADP
fuelectenerg-4802	16	9	the	the	DET
fuelectenerg-4802	16	10	other	other	ADJ
fuelectenerg-4802	16	11	hand	hand	NOUN
fuelectenerg-4802	16	12	,	,	PUNCT
fuelectenerg-4802	16	13	ensure	ensure	VERB
fuelectenerg-4802	16	14	communication	communication	NOUN
fuelectenerg-4802	16	15	between	between	ADP
fuelectenerg-4802	16	16	neighbouring	neighbouring	ADJ
fuelectenerg-4802	16	17	nodes	node	NOUN
fuelectenerg-4802	16	18	.	.	PUNCT
fuelectenerg-4802	17	1	wsns	wsns	PROPN
fuelectenerg-4802	17	2	often	often	ADV
fuelectenerg-4802	17	3	times	time	NOUN
fuelectenerg-4802	17	4	are	be	AUX
fuelectenerg-4802	17	5	deployed	deploy	VERB
fuelectenerg-4802	17	6	in	in	ADP
fuelectenerg-4802	17	7	remote	remote	ADJ
fuelectenerg-4802	17	8	,	,	PUNCT
fuelectenerg-4802	17	9	harsh	harsh	ADJ
fuelectenerg-4802	17	10	and	and	CCONJ
fuelectenerg-4802	17	11	unattended	unattended	ADJ
fuelectenerg-4802	17	12	environment	environment	NOUN
fuelectenerg-4802	17	13	over	over	ADP
fuelectenerg-4802	17	14	a	a	DET
fuelectenerg-4802	17	15	certain	certain	ADJ
fuelectenerg-4802	17	16	period	period	NOUN
fuelectenerg-4802	17	17	of	of	ADP
fuelectenerg-4802	17	18	time	time	NOUN
fuelectenerg-4802	17	19	.	.	PUNCT
fuelectenerg-4802	18	1	these	these	DET
fuelectenerg-4802	18	2	locations	location	NOUN
fuelectenerg-4802	18	3	are	be	AUX
fuelectenerg-4802	18	4	most	most	ADJ
fuelectenerg-4802	18	5	times	time	NOUN
fuelectenerg-4802	18	6	not	not	PART
fuelectenerg-4802	18	7	accessible	accessible	ADJ
fuelectenerg-4802	18	8	,	,	PUNCT
fuelectenerg-4802	18	9	therefore	therefore	ADV
fuelectenerg-4802	18	10	,	,	PUNCT
fuelectenerg-4802	18	11	it	it	PRON
fuelectenerg-4802	18	12	is	be	AUX
fuelectenerg-4802	18	13	impractical	impractical	ADJ
fuelectenerg-4802	18	14	to	to	ADP
fuelectenerg-4802	18	15	carryout	carryout	NOUN
fuelectenerg-4802	18	16	maintenance	maintenance	NOUN
fuelectenerg-4802	18	17	on	on	ADP
fuelectenerg-4802	18	18	the	the	DET
fuelectenerg-4802	18	19	nodes	node	NOUN
fuelectenerg-4802	18	20	after	after	ADP
fuelectenerg-4802	18	21	installation	installation	NOUN
fuelectenerg-4802	18	22	.	.	PUNCT
fuelectenerg-4802	19	1	common	common	ADJ
fuelectenerg-4802	19	2	among	among	ADP
fuelectenerg-4802	19	3	its	its	PRON
fuelectenerg-4802	19	4	applications	application	NOUN
fuelectenerg-4802	19	5	are	be	AUX
fuelectenerg-4802	19	6	in	in	ADP
fuelectenerg-4802	19	7	the	the	DET
fuelectenerg-4802	19	8	area	area	NOUN
fuelectenerg-4802	19	9	of	of	ADP
fuelectenerg-4802	19	10	environmental	environmental	ADJ
fuelectenerg-4802	19	11	monitoring	monitoring	NOUN
fuelectenerg-4802	19	12	,	,	PUNCT
fuelectenerg-4802	19	13	air	air	NOUN
fuelectenerg-4802	19	14	craft	craft	NOUN
fuelectenerg-4802	19	15	control	control	NOUN
fuelectenerg-4802	19	16	,	,	PUNCT
fuelectenerg-4802	19	17	disaster	disaster	NOUN
fuelectenerg-4802	19	18	control	control	NOUN
fuelectenerg-4802	19	19	,	,	PUNCT
fuelectenerg-4802	19	20	medical	medical	ADJ
fuelectenerg-4802	19	21	health	health	NOUN
fuelectenerg-4802	19	22	monitoring	monitoring	NOUN
fuelectenerg-4802	19	23	,	,	PUNCT
fuelectenerg-4802	19	24	surveillance	surveillance	NOUN
fuelectenerg-4802	19	25	and	and	CCONJ
fuelectenerg-4802	19	26	military	military	ADJ
fuelectenerg-4802	19	27	application	application	NOUN
fuelectenerg-4802	19	28	among	among	ADP
fuelectenerg-4802	19	29	many	many	ADJ
fuelectenerg-4802	19	30	others	other	NOUN
fuelectenerg-4802	19	31	[	[	X
fuelectenerg-4802	19	32	3	3	NUM
fuelectenerg-4802	19	33	]	]	PUNCT
fuelectenerg-4802	19	34	.	.	PUNCT
fuelectenerg-4802	20	1	although	although	SCONJ
fuelectenerg-4802	20	2	wsns	wsns	PROPN
fuelectenerg-4802	20	3	have	have	AUX
fuelectenerg-4802	20	4	been	be	AUX
fuelectenerg-4802	20	5	used	use	VERB
fuelectenerg-4802	20	6	in	in	ADP
fuelectenerg-4802	20	7	numerous	numerous	ADJ
fuelectenerg-4802	20	8	applications	application	NOUN
fuelectenerg-4802	20	9	,	,	PUNCT
fuelectenerg-4802	20	10	the	the	DET
fuelectenerg-4802	20	11	requirements	requirement	NOUN
fuelectenerg-4802	20	12	of	of	ADP
fuelectenerg-4802	20	13	these	these	DET
fuelectenerg-4802	20	14	applications	application	NOUN
fuelectenerg-4802	20	15	have	have	AUX
fuelectenerg-4802	20	16	put	put	VERB
fuelectenerg-4802	20	17	a	a	DET
fuelectenerg-4802	20	18	lot	lot	NOUN
fuelectenerg-4802	20	19	of	of	ADP
fuelectenerg-4802	20	20	constraints	constraint	NOUN
fuelectenerg-4802	20	21	on	on	ADP
fuelectenerg-4802	20	22	its	its	PRON
fuelectenerg-4802	20	23	design	design	NOUN
fuelectenerg-4802	20	24	and	and	CCONJ
fuelectenerg-4802	20	25	deployment	deployment	NOUN
fuelectenerg-4802	20	26	.	.	PUNCT
fuelectenerg-4802	21	1	security	security	NOUN
fuelectenerg-4802	21	2	has	have	AUX
fuelectenerg-4802	21	3	been	be	AUX
fuelectenerg-4802	21	4	identified	identify	VERB
fuelectenerg-4802	21	5	in	in	ADP
fuelectenerg-4802	21	6	the	the	DET
fuelectenerg-4802	21	7	literature	literature	NOUN
fuelectenerg-4802	21	8	as	as	ADP
fuelectenerg-4802	21	9	one	one	NUM
fuelectenerg-4802	21	10	of	of	ADP
fuelectenerg-4802	21	11	the	the	DET
fuelectenerg-4802	21	12	main	main	ADJ
fuelectenerg-4802	21	13	constraints	constraint	NOUN
fuelectenerg-4802	21	14	in	in	ADP
fuelectenerg-4802	21	15	the	the	DET
fuelectenerg-4802	21	16	deployment	deployment	NOUN
fuelectenerg-4802	21	17	of	of	ADP
fuelectenerg-4802	21	18	wsns	wsns	PROPN
fuelectenerg-4802	21	19	.	.	PUNCT
fuelectenerg-4802	22	1	this	this	PRON
fuelectenerg-4802	22	2	is	be	AUX
fuelectenerg-4802	22	3	evident	evident	ADJ
fuelectenerg-4802	22	4	as	as	ADP
fuelectenerg-4802	22	5	wsns	wsns	NOUN
fuelectenerg-4802	22	6	are	be	AUX
fuelectenerg-4802	22	7	subjected	subject	VERB
fuelectenerg-4802	22	8	to	to	ADP
fuelectenerg-4802	22	9	vulnerabilities	vulnerability	NOUN
fuelectenerg-4802	22	10	associated	associate	VERB
fuelectenerg-4802	22	11	with	with	ADP
fuelectenerg-4802	22	12	wireless	wireless	ADJ
fuelectenerg-4802	22	13	communication	communication	NOUN
fuelectenerg-4802	22	14	.	.	PUNCT
fuelectenerg-4802	23	1	additionally	additionally	ADV
fuelectenerg-4802	23	2	,	,	PUNCT
fuelectenerg-4802	23	3	in	in	ADP
fuelectenerg-4802	23	4	events	event	NOUN
fuelectenerg-4802	23	5	that	that	PRON
fuelectenerg-4802	23	6	involve	involve	VERB
fuelectenerg-4802	23	7	unprotected	unprotected	ADJ
fuelectenerg-4802	23	8	hostile	hostile	ADJ
fuelectenerg-4802	23	9	outdoor	outdoor	ADJ
fuelectenerg-4802	23	10	environment	environment	NOUN
fuelectenerg-4802	23	11	,	,	PUNCT
fuelectenerg-4802	23	12	wsns	wsns	PROPN
fuelectenerg-4802	23	13	are	be	AUX
fuelectenerg-4802	23	14	prone	prone	ADJ
fuelectenerg-4802	23	15	to	to	ADP
fuelectenerg-4802	23	16	different	different	ADJ
fuelectenerg-4802	23	17	types	type	NOUN
fuelectenerg-4802	23	18	of	of	ADP
fuelectenerg-4802	23	19	attack	attack	NOUN
fuelectenerg-4802	23	20	that	that	PRON
fuelectenerg-4802	23	21	compromise	compromise	VERB
fuelectenerg-4802	23	22	the	the	DET
fuelectenerg-4802	23	23	confidentiality	confidentiality	NOUN
fuelectenerg-4802	23	24	,	,	PUNCT
fuelectenerg-4802	23	25	integrity	integrity	NOUN
fuelectenerg-4802	23	26	,	,	PUNCT
fuelectenerg-4802	23	27	authentication	authentication	NOUN
fuelectenerg-4802	23	28	and	and	CCONJ
fuelectenerg-4802	23	29	availability	availability	NOUN
fuelectenerg-4802	23	30	of	of	ADP
fuelectenerg-4802	23	31	the	the	DET
fuelectenerg-4802	23	32	data	data	NOUN
fuelectenerg-4802	23	33	traffic	traffic	NOUN
fuelectenerg-4802	23	34	and	and	CCONJ
fuelectenerg-4802	23	35	battery	battery	NOUN
fuelectenerg-4802	23	36	life	life	NOUN
fuelectenerg-4802	23	37	of	of	ADP
fuelectenerg-4802	23	38	the	the	DET
fuelectenerg-4802	23	39	sns	sns	PROPN
fuelectenerg-4802	24	1	[	[	X
fuelectenerg-4802	24	2	4,5	4,5	NUM
fuelectenerg-4802	24	3	]	]	PUNCT
fuelectenerg-4802	24	4	.	.	PUNCT
fuelectenerg-4802	25	1	many	many	ADJ
fuelectenerg-4802	25	2	of	of	ADP
fuelectenerg-4802	25	3	these	these	DET
fuelectenerg-4802	25	4	attacks	attack	NOUN
fuelectenerg-4802	25	5	have	have	AUX
fuelectenerg-4802	25	6	been	be	AUX
fuelectenerg-4802	25	7	identified	identify	VERB
fuelectenerg-4802	25	8	,	,	PUNCT
fuelectenerg-4802	25	9	analysed	analyse	VERB
fuelectenerg-4802	25	10	and	and	CCONJ
fuelectenerg-4802	25	11	discussed	discuss	VERB
fuelectenerg-4802	25	12	in	in	ADP
fuelectenerg-4802	25	13	the	the	DET
fuelectenerg-4802	25	14	literature	literature	NOUN
fuelectenerg-4802	25	15	,	,	PUNCT
fuelectenerg-4802	25	16	with	with	ADP
fuelectenerg-4802	25	17	authors	author	NOUN
fuelectenerg-4802	25	18	proffering	proffer	VERB
fuelectenerg-4802	25	19	different	different	ADJ
fuelectenerg-4802	25	20	defence	defence	NOUN
fuelectenerg-4802	25	21	and	and	CCONJ
fuelectenerg-4802	25	22	prevention	prevention	NOUN
fuelectenerg-4802	25	23	techniques	technique	NOUN
fuelectenerg-4802	25	24	.	.	PUNCT
fuelectenerg-4802	26	1	one	one	NUM
fuelectenerg-4802	26	2	of	of	ADP
fuelectenerg-4802	26	3	such	such	ADJ
fuelectenerg-4802	26	4	attacks	attack	NOUN
fuelectenerg-4802	26	5	is	be	AUX
fuelectenerg-4802	26	6	the	the	DET
fuelectenerg-4802	26	7	denial	denial	NOUN
fuelectenerg-4802	26	8	of	of	ADP
fuelectenerg-4802	26	9	service	service	NOUN
fuelectenerg-4802	26	10	attack	attack	NOUN
fuelectenerg-4802	26	11	,	,	PUNCT
fuelectenerg-4802	26	12	which	which	PRON
fuelectenerg-4802	26	13	can	can	AUX
fuelectenerg-4802	26	14	also	also	ADV
fuelectenerg-4802	26	15	be	be	AUX
fuelectenerg-4802	26	16	referred	refer	VERB
fuelectenerg-4802	26	17	to	to	ADP
fuelectenerg-4802	26	18	as	as	ADP
fuelectenerg-4802	26	19	packet	packet	NOUN
fuelectenerg-4802	26	20	drop	drop	NOUN
fuelectenerg-4802	26	21	attack	attack	NOUN
fuelectenerg-4802	26	22	or	or	CCONJ
fuelectenerg-4802	26	23	sinkhole	sinkhole	NOUN
fuelectenerg-4802	26	24	attack	attack	NOUN
fuelectenerg-4802	26	25	[	[	X
fuelectenerg-4802	26	26	6	6	NUM
fuelectenerg-4802	26	27	]	]	PUNCT
fuelectenerg-4802	26	28	.	.	PUNCT
fuelectenerg-4802	27	1	blackhole	blackhole	PROPN
fuelectenerg-4802	27	2	attack	attack	NOUN
fuelectenerg-4802	27	3	in	in	ADP
fuelectenerg-4802	27	4	wsn	wsn	PROPN
fuelectenerg-4802	27	5	is	be	AUX
fuelectenerg-4802	27	6	also	also	ADV
fuelectenerg-4802	27	7	a	a	DET
fuelectenerg-4802	27	8	type	type	NOUN
fuelectenerg-4802	27	9	of	of	ADP
fuelectenerg-4802	27	10	denial	denial	NOUN
fuelectenerg-4802	27	11	of	of	ADP
fuelectenerg-4802	27	12	service	service	NOUN
fuelectenerg-4802	27	13	attack	attack	NOUN
fuelectenerg-4802	27	14	that	that	PRON
fuelectenerg-4802	27	15	advertises	advertise	VERB
fuelectenerg-4802	27	16	itself	itself	PRON
fuelectenerg-4802	27	17	as	as	ADP
fuelectenerg-4802	27	18	either	either	CCONJ
fuelectenerg-4802	27	19	the	the	DET
fuelectenerg-4802	27	20	destination	destination	NOUN
fuelectenerg-4802	27	21	node	node	NOUN
fuelectenerg-4802	27	22	or	or	CCONJ
fuelectenerg-4802	27	23	the	the	DET
fuelectenerg-4802	27	24	shortest	short	ADJ
fuelectenerg-4802	27	25	route	route	NOUN
fuelectenerg-4802	27	26	to	to	PART
fuelectenerg-4802	27	27	get	get	VERB
fuelectenerg-4802	27	28	to	to	ADP
fuelectenerg-4802	27	29	the	the	DET
fuelectenerg-4802	27	30	destination	destination	NOUN
fuelectenerg-4802	27	31	.	.	PUNCT
fuelectenerg-4802	28	1	upon	upon	SCONJ
fuelectenerg-4802	28	2	receiving	receive	VERB
fuelectenerg-4802	28	3	these	these	DET
fuelectenerg-4802	28	4	falsely	falsely	ADV
fuelectenerg-4802	28	5	advertised	advertise	VERB
fuelectenerg-4802	28	6	packets	packet	NOUN
fuelectenerg-4802	28	7	from	from	ADP
fuelectenerg-4802	28	8	other	other	ADJ
fuelectenerg-4802	28	9	nodes	node	NOUN
fuelectenerg-4802	28	10	,	,	PUNCT
fuelectenerg-4802	28	11	the	the	DET
fuelectenerg-4802	28	12	attacker	attacker	NOUN
fuelectenerg-4802	28	13	discards	discard	VERB
fuelectenerg-4802	28	14	all	all	DET
fuelectenerg-4802	28	15	the	the	DET
fuelectenerg-4802	28	16	packets	packet	NOUN
fuelectenerg-4802	28	17	.	.	PUNCT
fuelectenerg-4802	29	1	selective	selective	ADJ
fuelectenerg-4802	29	2	forwarding	forwarding	NOUN
fuelectenerg-4802	29	3	is	be	AUX
fuelectenerg-4802	29	4	a	a	DET
fuelectenerg-4802	29	5	derivative	derivative	NOUN
fuelectenerg-4802	29	6	of	of	ADP
fuelectenerg-4802	29	7	blackhole	blackhole	ADJ
fuelectenerg-4802	29	8	attack	attack	NOUN
fuelectenerg-4802	29	9	in	in	ADP
fuelectenerg-4802	29	10	which	which	PRON
fuelectenerg-4802	29	11	the	the	DET
fuelectenerg-4802	29	12	adversary	adversary	NOUN
fuelectenerg-4802	29	13	node	node	NOUN
fuelectenerg-4802	29	14	does	do	AUX
fuelectenerg-4802	29	15	not	not	PART
fuelectenerg-4802	29	16	reject	reject	VERB
fuelectenerg-4802	29	17	all	all	DET
fuelectenerg-4802	29	18	received	receive	VERB
fuelectenerg-4802	29	19	packet	packet	NOUN
fuelectenerg-4802	29	20	,	,	PUNCT
fuelectenerg-4802	29	21	instead	instead	ADV
fuelectenerg-4802	29	22	,	,	PUNCT
fuelectenerg-4802	29	23	it	it	PRON
fuelectenerg-4802	29	24	randomly	randomly	ADV
fuelectenerg-4802	29	25	selects	select	VERB
fuelectenerg-4802	29	26	packets	packet	NOUN
fuelectenerg-4802	29	27	that	that	PRON
fuelectenerg-4802	29	28	will	will	AUX
fuelectenerg-4802	29	29	be	be	AUX
fuelectenerg-4802	29	30	discarded	discard	VERB
fuelectenerg-4802	29	31	[	[	PUNCT
fuelectenerg-4802	29	32	7	7	NUM
fuelectenerg-4802	29	33	]	]	PUNCT
fuelectenerg-4802	29	34	.	.	PUNCT
fuelectenerg-4802	30	1	the	the	DET
fuelectenerg-4802	30	2	adversary	adversary	NOUN
fuelectenerg-4802	30	3	can	can	AUX
fuelectenerg-4802	30	4	use	use	VERB
fuelectenerg-4802	30	5	this	this	PRON
fuelectenerg-4802	30	6	to	to	PART
fuelectenerg-4802	30	7	evade	evade	VERB
fuelectenerg-4802	30	8	detection	detection	NOUN
fuelectenerg-4802	30	9	.	.	PUNCT
fuelectenerg-4802	31	1	in	in	ADP
fuelectenerg-4802	31	2	order	order	NOUN
fuelectenerg-4802	31	3	to	to	PART
fuelectenerg-4802	31	4	protect	protect	VERB
fuelectenerg-4802	31	5	the	the	DET
fuelectenerg-4802	31	6	wsns	wsns	NOUN
fuelectenerg-4802	31	7	from	from	ADP
fuelectenerg-4802	31	8	intrusion	intrusion	NOUN
fuelectenerg-4802	31	9	by	by	ADP
fuelectenerg-4802	31	10	an	an	DET
fuelectenerg-4802	31	11	adversary	adversary	NOUN
fuelectenerg-4802	31	12	,	,	PUNCT
fuelectenerg-4802	31	13	various	various	ADJ
fuelectenerg-4802	31	14	intrusion	intrusion	NOUN
fuelectenerg-4802	31	15	detection	detection	NOUN
fuelectenerg-4802	31	16	system	system	NOUN
fuelectenerg-4802	31	17	(	(	PUNCT
fuelectenerg-4802	31	18	idss	idss	ADV
fuelectenerg-4802	31	19	)	)	PUNCT
fuelectenerg-4802	31	20	have	have	AUX
fuelectenerg-4802	31	21	been	be	AUX
fuelectenerg-4802	31	22	proposed	propose	VERB
fuelectenerg-4802	31	23	by	by	ADP
fuelectenerg-4802	31	24	researchers	researcher	NOUN
fuelectenerg-4802	31	25	.	.	PUNCT
fuelectenerg-4802	32	1	these	these	DET
fuelectenerg-4802	32	2	ids	id	NOUN
fuelectenerg-4802	32	3	defence	defence	NOUN
fuelectenerg-4802	32	4	solutions	solution	NOUN
fuelectenerg-4802	32	5	are	be	AUX
fuelectenerg-4802	32	6	categorized	categorize	VERB
fuelectenerg-4802	32	7	into	into	ADP
fuelectenerg-4802	32	8	signature	signature	NOUN
fuelectenerg-4802	32	9	-	-	PUNCT
fuelectenerg-4802	32	10	based	base	VERB
fuelectenerg-4802	32	11	and	and	CCONJ
fuelectenerg-4802	32	12	anomaly	anomaly	NOUN
fuelectenerg-4802	32	13	-	-	PUNCT
fuelectenerg-4802	32	14	based	base	VERB
fuelectenerg-4802	32	15	.	.	PUNCT
fuelectenerg-4802	33	1	the	the	DET
fuelectenerg-4802	33	2	former	former	ADJ
fuelectenerg-4802	33	3	relies	rely	VERB
fuelectenerg-4802	33	4	on	on	ADP
fuelectenerg-4802	33	5	signatures	signature	NOUN
fuelectenerg-4802	33	6	of	of	ADP
fuelectenerg-4802	33	7	known	know	VERB
fuelectenerg-4802	33	8	attack	attack	NOUN
fuelectenerg-4802	33	9	patterns	pattern	NOUN
fuelectenerg-4802	33	10	while	while	SCONJ
fuelectenerg-4802	33	11	the	the	DET
fuelectenerg-4802	33	12	latter	latter	ADJ
fuelectenerg-4802	33	13	profiles	profile	VERB
fuelectenerg-4802	33	14	a	a	DET
fuelectenerg-4802	33	15	statistical	statistical	ADJ
fuelectenerg-4802	33	16	usage	usage	NOUN
fuelectenerg-4802	33	17	model	model	NOUN
fuelectenerg-4802	33	18	over	over	ADP
fuelectenerg-4802	33	19	a	a	DET
fuelectenerg-4802	33	20	certain	certain	ADJ
fuelectenerg-4802	33	21	amount	amount	NOUN
fuelectenerg-4802	33	22	of	of	ADP
fuelectenerg-4802	33	23	time	time	NOUN
fuelectenerg-4802	33	24	to	to	PART
fuelectenerg-4802	33	25	classify	classify	VERB
fuelectenerg-4802	33	26	data	datum	NOUN
fuelectenerg-4802	33	27	packets	packet	NOUN
fuelectenerg-4802	33	28	as	as	ADP
fuelectenerg-4802	33	29	either	either	CCONJ
fuelectenerg-4802	33	30	normal	normal	ADJ
fuelectenerg-4802	33	31	or	or	CCONJ
fuelectenerg-4802	33	32	anomaly	anomaly	NOUN
fuelectenerg-4802	33	33	using	use	VERB
fuelectenerg-4802	33	34	various	various	ADJ
fuelectenerg-4802	33	35	techniques	technique	NOUN
fuelectenerg-4802	33	36	such	such	ADJ
fuelectenerg-4802	33	37	as	as	ADP
fuelectenerg-4802	33	38	data	datum	NOUN
fuelectenerg-4802	33	39	mining	mining	NOUN
fuelectenerg-4802	33	40	,	,	PUNCT
fuelectenerg-4802	33	41	machine	machine	NOUN
fuelectenerg-4802	33	42	learning	learning	NOUN
fuelectenerg-4802	33	43	and	and	CCONJ
fuelectenerg-4802	33	44	statistical	statistical	ADJ
fuelectenerg-4802	33	45	modelling	modelling	NOUN
fuelectenerg-4802	33	46	.	.	PUNCT
fuelectenerg-4802	34	1	the	the	DET
fuelectenerg-4802	34	2	signaturebased	signaturebase	VERB
fuelectenerg-4802	34	3	has	have	VERB
fuelectenerg-4802	34	4	a	a	DET
fuelectenerg-4802	34	5	major	major	ADJ
fuelectenerg-4802	34	6	flaw	flaw	NOUN
fuelectenerg-4802	34	7	of	of	ADP
fuelectenerg-4802	34	8	not	not	PART
fuelectenerg-4802	34	9	being	be	AUX
fuelectenerg-4802	34	10	able	able	ADJ
fuelectenerg-4802	34	11	to	to	PART
fuelectenerg-4802	34	12	detect	detect	VERB
fuelectenerg-4802	34	13	unknown	unknown	ADJ
fuelectenerg-4802	34	14	attacks	attack	NOUN
fuelectenerg-4802	34	15	while	while	SCONJ
fuelectenerg-4802	34	16	anomaly	anomaly	NOUN
fuelectenerg-4802	34	17	-	-	PUNCT
fuelectenerg-4802	34	18	based	base	VERB
fuelectenerg-4802	34	19	detection	detection	NOUN
fuelectenerg-4802	34	20	suffer	suffer	VERB
fuelectenerg-4802	34	21	from	from	ADP
fuelectenerg-4802	34	22	high	high	ADJ
fuelectenerg-4802	34	23	false	false	ADJ
fuelectenerg-4802	34	24	positive	positive	ADJ
fuelectenerg-4802	34	25	rate	rate	NOUN
fuelectenerg-4802	34	26	[	[	X
fuelectenerg-4802	34	27	8	8	NUM
fuelectenerg-4802	34	28	]	]	PUNCT
fuelectenerg-4802	34	29	.	.	PUNCT
fuelectenerg-4802	35	1	this	this	PRON
fuelectenerg-4802	35	2	has	have	AUX
fuelectenerg-4802	35	3	necessitated	necessitate	VERB
fuelectenerg-4802	35	4	the	the	DET
fuelectenerg-4802	35	5	emergence	emergence	NOUN
fuelectenerg-4802	35	6	of	of	ADP
fuelectenerg-4802	35	7	a	a	DET
fuelectenerg-4802	35	8	hybrid	hybrid	ADJ
fuelectenerg-4802	35	9	solution	solution	NOUN
fuelectenerg-4802	35	10	that	that	PRON
fuelectenerg-4802	35	11	uses	use	VERB
fuelectenerg-4802	35	12	the	the	DET
fuelectenerg-4802	35	13	complementary	complementary	ADJ
fuelectenerg-4802	35	14	feature	feature	NOUN
fuelectenerg-4802	35	15	of	of	ADP
fuelectenerg-4802	35	16	both	both	DET
fuelectenerg-4802	35	17	techniques	technique	NOUN
fuelectenerg-4802	35	18	to	to	PART
fuelectenerg-4802	35	19	achieve	achieve	VERB
fuelectenerg-4802	35	20	a	a	DET
fuelectenerg-4802	35	21	higher	high	ADJ
fuelectenerg-4802	35	22	detection	detection	NOUN
fuelectenerg-4802	35	23	rate	rate	NOUN
fuelectenerg-4802	35	24	.	.	PUNCT
fuelectenerg-4802	36	1	the	the	DET
fuelectenerg-4802	36	2	novel	novel	ADJ
fuelectenerg-4802	36	3	challenges	challenge	NOUN
fuelectenerg-4802	36	4	of	of	ADP
fuelectenerg-4802	36	5	most	most	ADJ
fuelectenerg-4802	36	6	of	of	ADP
fuelectenerg-4802	36	7	these	these	DET
fuelectenerg-4802	36	8	proffered	proffered	ADJ
fuelectenerg-4802	36	9	security	security	NOUN
fuelectenerg-4802	36	10	solutions	solution	NOUN
fuelectenerg-4802	36	11	for	for	ADP
fuelectenerg-4802	36	12	wsns	wsns	NOUN
fuelectenerg-4802	36	13	include	include	VERB
fuelectenerg-4802	36	14	its	its	PRON
fuelectenerg-4802	36	15	limited	limited	ADJ
fuelectenerg-4802	36	16	storage	storage	NOUN
fuelectenerg-4802	36	17	capacity	capacity	NOUN
fuelectenerg-4802	36	18	,	,	PUNCT
fuelectenerg-4802	36	19	computational	computational	ADJ
fuelectenerg-4802	36	20	resources	resource	NOUN
fuelectenerg-4802	36	21	and	and	CCONJ
fuelectenerg-4802	36	22	battery	battery	NOUN
fuelectenerg-4802	36	23	power	power	NOUN
fuelectenerg-4802	36	24	.	.	PUNCT
fuelectenerg-4802	37	1	therefore	therefore	ADV
fuelectenerg-4802	37	2	,	,	PUNCT
fuelectenerg-4802	37	3	traditional	traditional	ADJ
fuelectenerg-4802	37	4	security	security	NOUN
fuelectenerg-4802	37	5	solutions	solution	NOUN
fuelectenerg-4802	37	6	are	be	AUX
fuelectenerg-4802	37	7	inappropriate	inappropriate	ADJ
fuelectenerg-4802	37	8	for	for	ADP
fuelectenerg-4802	37	9	wsns	wsns	NOUN
fuelectenerg-4802	37	10	.	.	PUNCT
fuelectenerg-4802	38	1	due	due	ADP
fuelectenerg-4802	38	2	to	to	ADP
fuelectenerg-4802	38	3	the	the	DET
fuelectenerg-4802	38	4	resource	resource	NOUN
fuelectenerg-4802	38	5	limitation	limitation	NOUN
fuelectenerg-4802	38	6	in	in	ADP
fuelectenerg-4802	38	7	wsn	wsn	PROPN
fuelectenerg-4802	38	8	environment	environment	NOUN
fuelectenerg-4802	38	9	,	,	PUNCT
fuelectenerg-4802	38	10	proposed	propose	VERB
fuelectenerg-4802	38	11	ids	ids	NOUN
fuelectenerg-4802	38	12	designs	design	NOUN
fuelectenerg-4802	38	13	are	be	AUX
fuelectenerg-4802	38	14	often	often	ADV
fuelectenerg-4802	38	15	lightweight	lightweight	ADJ
fuelectenerg-4802	38	16	and	and	CCONJ
fuelectenerg-4802	38	17	highly	highly	ADV
fuelectenerg-4802	38	18	specialized	specialized	ADJ
fuelectenerg-4802	38	19	by	by	ADP
fuelectenerg-4802	38	20	type	type	NOUN
fuelectenerg-4802	38	21	of	of	ADP
fuelectenerg-4802	38	22	attack	attack	NOUN
fuelectenerg-4802	38	23	to	to	PART
fuelectenerg-4802	38	24	reduce	reduce	VERB
fuelectenerg-4802	38	25	false	false	ADJ
fuelectenerg-4802	38	26	alarms	alarm	NOUN
fuelectenerg-4802	38	27	.	.	PUNCT
fuelectenerg-4802	39	1	computational	computational	ADJ
fuelectenerg-4802	39	2	intelligence	intelligence	NOUN
fuelectenerg-4802	39	3	ids	id	NOUN
fuelectenerg-4802	39	4	improves	improve	VERB
fuelectenerg-4802	39	5	its	its	PRON
fuelectenerg-4802	39	6	performance	performance	NOUN
fuelectenerg-4802	39	7	by	by	ADP
fuelectenerg-4802	39	8	providing	provide	VERB
fuelectenerg-4802	39	9	features	feature	NOUN
fuelectenerg-4802	39	10	such	such	ADJ
fuelectenerg-4802	39	11	as	as	ADP
fuelectenerg-4802	39	12	learning	learn	VERB
fuelectenerg-4802	39	13	,	,	PUNCT
fuelectenerg-4802	39	14	reasoning	reasoning	NOUN
fuelectenerg-4802	39	15	,	,	PUNCT
fuelectenerg-4802	39	16	perception	perception	NOUN
fuelectenerg-4802	39	17	,	,	PUNCT
fuelectenerg-4802	39	18	evolution	evolution	NOUN
fuelectenerg-4802	39	19	and	and	CCONJ
fuelectenerg-4802	39	20	adaptation	adaptation	NOUN
fuelectenerg-4802	39	21	[	[	X
fuelectenerg-4802	39	22	5	5	NUM
fuelectenerg-4802	39	23	]	]	PUNCT
fuelectenerg-4802	39	24	.	.	PUNCT
fuelectenerg-4802	40	1	these	these	DET
fuelectenerg-4802	40	2	features	feature	NOUN
fuelectenerg-4802	40	3	can	can	AUX
fuelectenerg-4802	40	4	be	be	AUX
fuelectenerg-4802	40	5	explored	explore	VERB
fuelectenerg-4802	40	6	to	to	PART
fuelectenerg-4802	40	7	feature	feature	VERB
fuelectenerg-4802	40	8	selection	selection	NOUN
fuelectenerg-4802	40	9	for	for	ADP
fuelectenerg-4802	40	10	intrusion	intrusion	NOUN
fuelectenerg-4802	40	11	detection	detection	NOUN
fuelectenerg-4802	40	12	system	system	NOUN
fuelectenerg-4802	40	13	in	in	ADP
fuelectenerg-4802	40	14	a	a	DET
fuelectenerg-4802	40	15	cluster	cluster	NOUN
fuelectenerg-4802	40	16	-	-	PUNCT
fuelectenerg-4802	40	17	based	base	VERB
fuelectenerg-4802	40	18	heterogeneous	heterogeneous	ADJ
fuelectenerg-4802	40	19	wireless	wireless	ADJ
fuelectenerg-4802	40	20	sensor	sensor	NOUN
fuelectenerg-4802	40	21	network	network	NOUN
fuelectenerg-4802	40	22	317	317	NUM
fuelectenerg-4802	40	23	develop	develop	VERB
fuelectenerg-4802	40	24	a	a	DET
fuelectenerg-4802	40	25	more	more	ADV
fuelectenerg-4802	40	26	robust	robust	ADJ
fuelectenerg-4802	40	27	ids	id	NOUN
fuelectenerg-4802	40	28	that	that	PRON
fuelectenerg-4802	40	29	is	be	AUX
fuelectenerg-4802	40	30	adaptive	adaptive	ADJ
fuelectenerg-4802	40	31	to	to	ADP
fuelectenerg-4802	40	32	different	different	ADJ
fuelectenerg-4802	40	33	application	application	NOUN
fuelectenerg-4802	40	34	scenarios	scenario	NOUN
fuelectenerg-4802	40	35	,	,	PUNCT
fuelectenerg-4802	40	36	to	to	PART
fuelectenerg-4802	40	37	handle	handle	VERB
fuelectenerg-4802	40	38	unknown	unknown	ADJ
fuelectenerg-4802	40	39	attacks	attack	NOUN
fuelectenerg-4802	40	40	.	.	PUNCT
fuelectenerg-4802	41	1	in	in	ADP
fuelectenerg-4802	41	2	this	this	DET
fuelectenerg-4802	41	3	work	work	NOUN
fuelectenerg-4802	41	4	,	,	PUNCT
fuelectenerg-4802	41	5	we	we	PRON
fuelectenerg-4802	41	6	introduce	introduce	VERB
fuelectenerg-4802	41	7	a	a	DET
fuelectenerg-4802	41	8	pre	pre	ADJ
fuelectenerg-4802	41	9	-	-	ADJ
fuelectenerg-4802	41	10	processing	processing	ADJ
fuelectenerg-4802	41	11	phase	phase	NOUN
fuelectenerg-4802	41	12	in	in	ADP
fuelectenerg-4802	41	13	the	the	DET
fuelectenerg-4802	41	14	form	form	NOUN
fuelectenerg-4802	41	15	of	of	ADP
fuelectenerg-4802	41	16	feature	feature	NOUN
fuelectenerg-4802	41	17	selection	selection	NOUN
fuelectenerg-4802	41	18	by	by	ADP
fuelectenerg-4802	41	19	combining	combine	VERB
fuelectenerg-4802	41	20	three	three	NUM
fuelectenerg-4802	41	21	filter	filter	NOUN
fuelectenerg-4802	41	22	feature	feature	NOUN
fuelectenerg-4802	41	23	selection	selection	NOUN
fuelectenerg-4802	41	24	methods	method	NOUN
fuelectenerg-4802	41	25	;	;	PUNCT
fuelectenerg-4802	41	26	gain	gain	VERB
fuelectenerg-4802	41	27	ratio	ratio	NOUN
fuelectenerg-4802	41	28	,	,	PUNCT
fuelectenerg-4802	41	29	chi	chi	NOUN
fuelectenerg-4802	41	30	-	-	PUNCT
fuelectenerg-4802	41	31	squared	square	VERB
fuelectenerg-4802	41	32	and	and	CCONJ
fuelectenerg-4802	41	33	relieff	relieff	NOUN
fuelectenerg-4802	41	34	,	,	PUNCT
fuelectenerg-4802	41	35	herein	herein	NOUN
fuelectenerg-4802	41	36	called	call	VERB
fuelectenerg-4802	41	37	triple	triple	ADJ
fuelectenerg-4802	41	38	-	-	PUNCT
fuelectenerg-4802	41	39	filter	filter	NOUN
fuelectenerg-4802	41	40	,	,	PUNCT
fuelectenerg-4802	41	41	to	to	PART
fuelectenerg-4802	41	42	select	select	VERB
fuelectenerg-4802	41	43	one	one	NUM
fuelectenerg-4802	41	44	-	-	PUNCT
fuelectenerg-4802	41	45	third	third	NOUN
fuelectenerg-4802	41	46	split	split	NOUN
fuelectenerg-4802	41	47	(	(	PUNCT
fuelectenerg-4802	41	48	14	14	NUM
fuelectenerg-4802	41	49	most	most	ADV
fuelectenerg-4802	41	50	important	important	ADJ
fuelectenerg-4802	41	51	features	feature	NOUN
fuelectenerg-4802	41	52	)	)	PUNCT
fuelectenerg-4802	41	53	from	from	ADP
fuelectenerg-4802	41	54	the	the	DET
fuelectenerg-4802	41	55	original	original	ADJ
fuelectenerg-4802	41	56	dataset	dataset	NOUN
fuelectenerg-4802	41	57	before	before	ADP
fuelectenerg-4802	41	58	classifying	classify	VERB
fuelectenerg-4802	41	59	with	with	ADP
fuelectenerg-4802	41	60	a	a	DET
fuelectenerg-4802	41	61	decision	decision	NOUN
fuelectenerg-4802	41	62	tree	tree	NOUN
fuelectenerg-4802	41	63	algorithm	algorithm	NOUN
fuelectenerg-4802	41	64	.	.	PUNCT
fuelectenerg-4802	42	1	the	the	DET
fuelectenerg-4802	42	2	motivation	motivation	NOUN
fuelectenerg-4802	42	3	behind	behind	ADP
fuelectenerg-4802	42	4	feature	feature	NOUN
fuelectenerg-4802	42	5	selection	selection	NOUN
fuelectenerg-4802	42	6	is	be	AUX
fuelectenerg-4802	42	7	the	the	DET
fuelectenerg-4802	42	8	resource	resource	NOUN
fuelectenerg-4802	42	9	constraint	constraint	NOUN
fuelectenerg-4802	42	10	of	of	ADP
fuelectenerg-4802	42	11	sns	sns	PROPN
fuelectenerg-4802	42	12	,	,	PUNCT
fuelectenerg-4802	42	13	therefore	therefore	ADV
fuelectenerg-4802	42	14	machine	machine	NOUN
fuelectenerg-4802	42	15	learning	learn	VERB
fuelectenerg-4802	42	16	techniques	technique	NOUN
fuelectenerg-4802	42	17	use	use	VERB
fuelectenerg-4802	42	18	feature	feature	NOUN
fuelectenerg-4802	42	19	selection	selection	NOUN
fuelectenerg-4802	42	20	to	to	PART
fuelectenerg-4802	42	21	eliminate	eliminate	VERB
fuelectenerg-4802	42	22	redundant	redundant	ADJ
fuelectenerg-4802	42	23	features	feature	NOUN
fuelectenerg-4802	42	24	to	to	PART
fuelectenerg-4802	42	25	reduce	reduce	VERB
fuelectenerg-4802	42	26	the	the	DET
fuelectenerg-4802	42	27	complexity	complexity	NOUN
fuelectenerg-4802	42	28	of	of	ADP
fuelectenerg-4802	42	29	the	the	DET
fuelectenerg-4802	42	30	proposed	propose	VERB
fuelectenerg-4802	42	31	system	system	NOUN
fuelectenerg-4802	42	32	.	.	PUNCT
fuelectenerg-4802	43	1	intrusion	intrusion	NOUN
fuelectenerg-4802	43	2	detection	detection	NOUN
fuelectenerg-4802	43	3	benchmark	benchmark	NOUN
fuelectenerg-4802	43	4	dataset	dataset	NOUN
fuelectenerg-4802	43	5	,	,	PUNCT
fuelectenerg-4802	43	6	nsl	nsl	PROPN
fuelectenerg-4802	43	7	-	-	PUNCT
fuelectenerg-4802	43	8	kdd	kdd	PROPN
fuelectenerg-4802	43	9	that	that	PRON
fuelectenerg-4802	43	10	consists	consist	VERB
fuelectenerg-4802	43	11	of	of	ADP
fuelectenerg-4802	43	12	41	41	NUM
fuelectenerg-4802	43	13	features	feature	NOUN
fuelectenerg-4802	43	14	[	[	X
fuelectenerg-4802	43	15	9	9	NUM
fuelectenerg-4802	43	16	]	]	PUNCT
fuelectenerg-4802	43	17	was	be	AUX
fuelectenerg-4802	43	18	used	use	VERB
fuelectenerg-4802	43	19	to	to	PART
fuelectenerg-4802	43	20	evaluate	evaluate	VERB
fuelectenerg-4802	43	21	the	the	DET
fuelectenerg-4802	43	22	performance	performance	NOUN
fuelectenerg-4802	43	23	of	of	ADP
fuelectenerg-4802	43	24	the	the	DET
fuelectenerg-4802	43	25	ids	id	NOUN
fuelectenerg-4802	43	26	by	by	ADP
fuelectenerg-4802	43	27	considering	consider	VERB
fuelectenerg-4802	43	28	the	the	DET
fuelectenerg-4802	43	29	detection	detection	NOUN
fuelectenerg-4802	43	30	rate	rate	NOUN
fuelectenerg-4802	43	31	,	,	PUNCT
fuelectenerg-4802	43	32	classification	classification	NOUN
fuelectenerg-4802	43	33	accuracy	accuracy	NOUN
fuelectenerg-4802	43	34	and	and	CCONJ
fuelectenerg-4802	43	35	false	false	ADJ
fuelectenerg-4802	43	36	alarm	alarm	NOUN
fuelectenerg-4802	43	37	rate	rate	NOUN
fuelectenerg-4802	43	38	in	in	ADP
fuelectenerg-4802	43	39	waikato	waikato	NOUN
fuelectenerg-4802	43	40	environment	environment	NOUN
fuelectenerg-4802	43	41	for	for	ADP
fuelectenerg-4802	43	42	knowledge	knowledge	NOUN
fuelectenerg-4802	43	43	analysis	analysis	NOUN
fuelectenerg-4802	43	44	(	(	PUNCT
fuelectenerg-4802	43	45	weka	weka	PROPN
fuelectenerg-4802	43	46	)	)	PUNCT
fuelectenerg-4802	43	47	.	.	PUNCT
fuelectenerg-4802	44	1	furthermore	furthermore	ADV
fuelectenerg-4802	44	2	,	,	PUNCT
fuelectenerg-4802	44	3	we	we	PRON
fuelectenerg-4802	44	4	compared	compare	VERB
fuelectenerg-4802	44	5	our	our	PRON
fuelectenerg-4802	44	6	result	result	NOUN
fuelectenerg-4802	44	7	with	with	ADP
fuelectenerg-4802	44	8	the	the	DET
fuelectenerg-4802	44	9	proposed	propose	VERB
fuelectenerg-4802	44	10	work	work	NOUN
fuelectenerg-4802	44	11	in	in	ADP
fuelectenerg-4802	44	12	[	[	X
fuelectenerg-4802	44	13	10	10	NUM
fuelectenerg-4802	44	14	]	]	PUNCT
fuelectenerg-4802	44	15	.	.	PUNCT
fuelectenerg-4802	45	1	the	the	DET
fuelectenerg-4802	45	2	results	result	NOUN
fuelectenerg-4802	45	3	obtained	obtain	VERB
fuelectenerg-4802	45	4	show	show	NOUN
fuelectenerg-4802	45	5	that	that	SCONJ
fuelectenerg-4802	45	6	our	our	PRON
fuelectenerg-4802	45	7	proposed	propose	VERB
fuelectenerg-4802	45	8	method	method	NOUN
fuelectenerg-4802	45	9	can	can	AUX
fuelectenerg-4802	45	10	effectively	effectively	ADV
fuelectenerg-4802	45	11	reduce	reduce	VERB
fuelectenerg-4802	45	12	the	the	DET
fuelectenerg-4802	45	13	number	number	NOUN
fuelectenerg-4802	45	14	of	of	ADP
fuelectenerg-4802	45	15	features	feature	NOUN
fuelectenerg-4802	45	16	with	with	ADP
fuelectenerg-4802	45	17	a	a	DET
fuelectenerg-4802	45	18	high	high	ADJ
fuelectenerg-4802	45	19	classification	classification	NOUN
fuelectenerg-4802	45	20	accuracy	accuracy	NOUN
fuelectenerg-4802	45	21	and	and	CCONJ
fuelectenerg-4802	45	22	detection	detection	NOUN
fuelectenerg-4802	45	23	rate	rate	NOUN
fuelectenerg-4802	45	24	and	and	CCONJ
fuelectenerg-4802	45	25	a	a	DET
fuelectenerg-4802	45	26	low	low	ADJ
fuelectenerg-4802	45	27	false	false	ADJ
fuelectenerg-4802	45	28	alarm	alarm	NOUN
fuelectenerg-4802	45	29	rate	rate	NOUN
fuelectenerg-4802	45	30	as	as	SCONJ
fuelectenerg-4802	45	31	compared	compare	VERB
fuelectenerg-4802	45	32	with	with	ADP
fuelectenerg-4802	45	33	[	[	X
fuelectenerg-4802	45	34	10	10	NUM
fuelectenerg-4802	45	35	]	]	PUNCT
fuelectenerg-4802	45	36	.	.	PUNCT
fuelectenerg-4802	46	1	the	the	DET
fuelectenerg-4802	46	2	contribution	contribution	NOUN
fuelectenerg-4802	46	3	and	and	CCONJ
fuelectenerg-4802	46	4	relevance	relevance	NOUN
fuelectenerg-4802	46	5	of	of	ADP
fuelectenerg-4802	46	6	this	this	DET
fuelectenerg-4802	46	7	paper	paper	NOUN
fuelectenerg-4802	46	8	is	be	AUX
fuelectenerg-4802	46	9	as	as	SCONJ
fuelectenerg-4802	46	10	follows	follow	VERB
fuelectenerg-4802	46	11	.	.	PUNCT
fuelectenerg-4802	47	1	in	in	ADP
fuelectenerg-4802	47	2	this	this	DET
fuelectenerg-4802	47	3	work	work	NOUN
fuelectenerg-4802	47	4	,	,	PUNCT
fuelectenerg-4802	47	5	we	we	PRON
fuelectenerg-4802	47	6	introduce	introduce	VERB
fuelectenerg-4802	47	7	a	a	DET
fuelectenerg-4802	47	8	pre	pre	ADJ
fuelectenerg-4802	47	9	-	-	ADJ
fuelectenerg-4802	47	10	processing	processing	ADJ
fuelectenerg-4802	47	11	phase	phase	NOUN
fuelectenerg-4802	47	12	in	in	ADP
fuelectenerg-4802	47	13	the	the	DET
fuelectenerg-4802	47	14	form	form	NOUN
fuelectenerg-4802	47	15	of	of	ADP
fuelectenerg-4802	47	16	feature	feature	NOUN
fuelectenerg-4802	47	17	selection	selection	NOUN
fuelectenerg-4802	47	18	,	,	PUNCT
fuelectenerg-4802	47	19	similar	similar	ADJ
fuelectenerg-4802	47	20	to	to	ADP
fuelectenerg-4802	47	21	our	our	PRON
fuelectenerg-4802	47	22	approach	approach	NOUN
fuelectenerg-4802	47	23	in	in	ADP
fuelectenerg-4802	47	24	[	[	X
fuelectenerg-4802	47	25	11	11	NUM
fuelectenerg-4802	47	26	]	]	PUNCT
fuelectenerg-4802	47	27	.	.	PUNCT
fuelectenerg-4802	48	1	however	however	ADV
fuelectenerg-4802	48	2	,	,	PUNCT
fuelectenerg-4802	48	3	here	here	ADV
fuelectenerg-4802	48	4	we	we	PRON
fuelectenerg-4802	48	5	combine	combine	VERB
fuelectenerg-4802	48	6	three	three	NUM
fuelectenerg-4802	48	7	filter	filter	NOUN
fuelectenerg-4802	48	8	feature	feature	NOUN
fuelectenerg-4802	48	9	selection	selection	NOUN
fuelectenerg-4802	48	10	methods	method	NOUN
fuelectenerg-4802	48	11	,	,	PUNCT
fuelectenerg-4802	48	12	herein	herein	NOUN
fuelectenerg-4802	48	13	called	call	VERB
fuelectenerg-4802	48	14	triple	triple	ADJ
fuelectenerg-4802	48	15	-	-	PUNCT
fuelectenerg-4802	48	16	filter	filter	NOUN
fuelectenerg-4802	48	17	.	.	PUNCT
fuelectenerg-4802	49	1	this	this	PRON
fuelectenerg-4802	49	2	is	be	AUX
fuelectenerg-4802	49	3	used	use	VERB
fuelectenerg-4802	49	4	to	to	PART
fuelectenerg-4802	49	5	select	select	VERB
fuelectenerg-4802	49	6	the	the	DET
fuelectenerg-4802	49	7	14	14	NUM
fuelectenerg-4802	49	8	most	most	ADV
fuelectenerg-4802	49	9	important	important	ADJ
fuelectenerg-4802	49	10	features	feature	NOUN
fuelectenerg-4802	49	11	in	in	ADP
fuelectenerg-4802	49	12	nsl	nsl	NOUN
fuelectenerg-4802	49	13	-	-	PUNCT
fuelectenerg-4802	49	14	kdd	kdd	PROPN
fuelectenerg-4802	49	15	for	for	ADP
fuelectenerg-4802	49	16	intrusion	intrusion	NOUN
fuelectenerg-4802	49	17	detection	detection	NOUN
fuelectenerg-4802	49	18	in	in	ADP
fuelectenerg-4802	49	19	wsns	wsns	PROPN
fuelectenerg-4802	49	20	.	.	PUNCT
fuelectenerg-4802	50	1	this	this	PRON
fuelectenerg-4802	50	2	reduces	reduce	VERB
fuelectenerg-4802	50	3	the	the	DET
fuelectenerg-4802	50	4	complexity	complexity	NOUN
fuelectenerg-4802	50	5	of	of	ADP
fuelectenerg-4802	50	6	the	the	DET
fuelectenerg-4802	50	7	ids	id	NOUN
fuelectenerg-4802	50	8	by	by	ADP
fuelectenerg-4802	50	9	presenting	present	VERB
fuelectenerg-4802	50	10	a	a	DET
fuelectenerg-4802	50	11	lightweight	lightweight	ADJ
fuelectenerg-4802	50	12	technique	technique	NOUN
fuelectenerg-4802	50	13	.	.	PUNCT
fuelectenerg-4802	51	1	reduced	reduce	VERB
fuelectenerg-4802	51	2	ids	ids	PROPN
fuelectenerg-4802	51	3	complexity	complexity	NOUN
fuelectenerg-4802	51	4	implies	imply	VERB
fuelectenerg-4802	51	5	that	that	SCONJ
fuelectenerg-4802	51	6	the	the	DET
fuelectenerg-4802	51	7	sns	sns	PROPN
fuelectenerg-4802	51	8	in	in	ADP
fuelectenerg-4802	51	9	a	a	DET
fuelectenerg-4802	51	10	wsn	wsn	NOUN
fuelectenerg-4802	51	11	will	will	AUX
fuelectenerg-4802	51	12	consume	consume	VERB
fuelectenerg-4802	51	13	less	less	ADJ
fuelectenerg-4802	51	14	energy	energy	NOUN
fuelectenerg-4802	51	15	while	while	SCONJ
fuelectenerg-4802	51	16	maintaining	maintain	VERB
fuelectenerg-4802	51	17	high	high	ADJ
fuelectenerg-4802	51	18	availability	availability	NOUN
fuelectenerg-4802	51	19	.	.	PUNCT
fuelectenerg-4802	52	1	since	since	SCONJ
fuelectenerg-4802	52	2	the	the	DET
fuelectenerg-4802	52	3	sns	sns	PROPN
fuelectenerg-4802	52	4	are	be	AUX
fuelectenerg-4802	52	5	battery	battery	NOUN
fuelectenerg-4802	52	6	powered	power	VERB
fuelectenerg-4802	52	7	,	,	PUNCT
fuelectenerg-4802	52	8	prolonging	prolong	VERB
fuelectenerg-4802	52	9	the	the	DET
fuelectenerg-4802	52	10	network	network	NOUN
fuelectenerg-4802	52	11	lifetime	lifetime	NOUN
fuelectenerg-4802	52	12	and	and	CCONJ
fuelectenerg-4802	52	13	functionality	functionality	NOUN
fuelectenerg-4802	52	14	to	to	ADP
fuelectenerg-4802	52	15	a	a	DET
fuelectenerg-4802	52	16	reasonable	reasonable	ADJ
fuelectenerg-4802	52	17	time	time	NOUN
fuelectenerg-4802	52	18	is	be	AUX
fuelectenerg-4802	52	19	very	very	ADV
fuelectenerg-4802	52	20	paramount	paramount	ADJ
fuelectenerg-4802	52	21	.	.	PUNCT
fuelectenerg-4802	53	1	thus	thus	ADV
fuelectenerg-4802	53	2	,	,	PUNCT
fuelectenerg-4802	53	3	our	our	PRON
fuelectenerg-4802	53	4	proposed	propose	VERB
fuelectenerg-4802	53	5	ids	ids	NOUN
fuelectenerg-4802	53	6	defence	defence	NOUN
fuelectenerg-4802	53	7	solution	solution	NOUN
fuelectenerg-4802	53	8	is	be	AUX
fuelectenerg-4802	53	9	suitable	suitable	ADJ
fuelectenerg-4802	53	10	for	for	ADP
fuelectenerg-4802	53	11	use	use	NOUN
fuelectenerg-4802	53	12	in	in	ADP
fuelectenerg-4802	53	13	a	a	DET
fuelectenerg-4802	53	14	real	real	ADJ
fuelectenerg-4802	53	15	-	-	PUNCT
fuelectenerg-4802	53	16	time	time	NOUN
fuelectenerg-4802	53	17	wsn	wsn	NOUN
fuelectenerg-4802	53	18	as	as	SCONJ
fuelectenerg-4802	53	19	it	it	PRON
fuelectenerg-4802	53	20	helps	help	VERB
fuelectenerg-4802	53	21	to	to	PART
fuelectenerg-4802	53	22	efficiently	efficiently	ADV
fuelectenerg-4802	53	23	extend	extend	VERB
fuelectenerg-4802	53	24	the	the	DET
fuelectenerg-4802	53	25	network	network	NOUN
fuelectenerg-4802	53	26	life	life	NOUN
fuelectenerg-4802	53	27	-	-	PUNCT
fuelectenerg-4802	53	28	time	time	NOUN
fuelectenerg-4802	53	29	and	and	CCONJ
fuelectenerg-4802	53	30	functionality	functionality	NOUN
fuelectenerg-4802	53	31	.	.	PUNCT
fuelectenerg-4802	54	1	the	the	DET
fuelectenerg-4802	54	2	rest	rest	NOUN
fuelectenerg-4802	54	3	of	of	ADP
fuelectenerg-4802	54	4	the	the	DET
fuelectenerg-4802	54	5	paper	paper	NOUN
fuelectenerg-4802	54	6	is	be	AUX
fuelectenerg-4802	54	7	structured	structure	VERB
fuelectenerg-4802	54	8	as	as	SCONJ
fuelectenerg-4802	54	9	follows	follow	VERB
fuelectenerg-4802	54	10	.	.	PUNCT
fuelectenerg-4802	55	1	section	section	NOUN
fuelectenerg-4802	55	2	2	2	NUM
fuelectenerg-4802	55	3	describes	describe	VERB
fuelectenerg-4802	55	4	related	related	ADJ
fuelectenerg-4802	55	5	work	work	NOUN
fuelectenerg-4802	55	6	on	on	ADP
fuelectenerg-4802	55	7	ids	id	NOUN
fuelectenerg-4802	55	8	defence	defence	NOUN
fuelectenerg-4802	55	9	solution	solution	NOUN
fuelectenerg-4802	55	10	for	for	ADP
fuelectenerg-4802	55	11	wsns	wsns	NOUN
fuelectenerg-4802	55	12	.	.	PUNCT
fuelectenerg-4802	56	1	in	in	ADP
fuelectenerg-4802	56	2	section	section	NOUN
fuelectenerg-4802	56	3	3	3	NUM
fuelectenerg-4802	56	4	,	,	PUNCT
fuelectenerg-4802	56	5	the	the	DET
fuelectenerg-4802	56	6	wsn	wsn	ADJ
fuelectenerg-4802	56	7	architecture	architecture	NOUN
fuelectenerg-4802	56	8	and	and	CCONJ
fuelectenerg-4802	56	9	the	the	DET
fuelectenerg-4802	56	10	proposed	propose	VERB
fuelectenerg-4802	56	11	ids	id	NOUN
fuelectenerg-4802	56	12	was	be	AUX
fuelectenerg-4802	56	13	discussed	discuss	VERB
fuelectenerg-4802	56	14	.	.	PUNCT
fuelectenerg-4802	57	1	also	also	ADV
fuelectenerg-4802	57	2	,	,	PUNCT
fuelectenerg-4802	57	3	the	the	DET
fuelectenerg-4802	57	4	section	section	NOUN
fuelectenerg-4802	57	5	explains	explain	VERB
fuelectenerg-4802	57	6	the	the	DET
fuelectenerg-4802	57	7	three	three	NUM
fuelectenerg-4802	57	8	filter	filter	NOUN
fuelectenerg-4802	57	9	feature	feature	NOUN
fuelectenerg-4802	57	10	selection	selection	NOUN
fuelectenerg-4802	57	11	methods	method	NOUN
fuelectenerg-4802	57	12	;	;	PUNCT
fuelectenerg-4802	57	13	gain	gain	VERB
fuelectenerg-4802	57	14	ratio	ratio	NOUN
fuelectenerg-4802	57	15	,	,	PUNCT
fuelectenerg-4802	57	16	chi	chi	NOUN
fuelectenerg-4802	57	17	-	-	PUNCT
fuelectenerg-4802	57	18	squared	square	VERB
fuelectenerg-4802	57	19	,	,	PUNCT
fuelectenerg-4802	57	20	and	and	CCONJ
fuelectenerg-4802	57	21	reflieff	reflieff	NOUN
fuelectenerg-4802	57	22	in	in	ADP
fuelectenerg-4802	57	23	details	detail	NOUN
fuelectenerg-4802	57	24	.	.	PUNCT
fuelectenerg-4802	58	1	the	the	DET
fuelectenerg-4802	58	2	feature	feature	NOUN
fuelectenerg-4802	58	3	selection	selection	NOUN
fuelectenerg-4802	58	4	and	and	CCONJ
fuelectenerg-4802	58	5	execution	execution	NOUN
fuelectenerg-4802	58	6	process	process	NOUN
fuelectenerg-4802	58	7	is	be	AUX
fuelectenerg-4802	58	8	highlighted	highlight	VERB
fuelectenerg-4802	58	9	in	in	ADP
fuelectenerg-4802	58	10	section	section	NOUN
fuelectenerg-4802	58	11	4	4	NUM
fuelectenerg-4802	58	12	while	while	SCONJ
fuelectenerg-4802	58	13	section	section	NOUN
fuelectenerg-4802	58	14	5	5	NUM
fuelectenerg-4802	58	15	present	present	VERB
fuelectenerg-4802	58	16	the	the	DET
fuelectenerg-4802	58	17	experimental	experimental	ADJ
fuelectenerg-4802	58	18	results	result	NOUN
fuelectenerg-4802	58	19	.	.	PUNCT
fuelectenerg-4802	59	1	section	section	NOUN
fuelectenerg-4802	59	2	6	6	NUM
fuelectenerg-4802	59	3	highlights	highlight	NOUN
fuelectenerg-4802	59	4	the	the	DET
fuelectenerg-4802	59	5	performance	performance	NOUN
fuelectenerg-4802	59	6	measure	measure	NOUN
fuelectenerg-4802	59	7	with	with	ADP
fuelectenerg-4802	59	8	respect	respect	NOUN
fuelectenerg-4802	59	9	to	to	ADP
fuelectenerg-4802	59	10	the	the	DET
fuelectenerg-4802	59	11	classification	classification	NOUN
fuelectenerg-4802	59	12	accuracy	accuracy	NOUN
fuelectenerg-4802	59	13	,	,	PUNCT
fuelectenerg-4802	59	14	detection	detection	NOUN
fuelectenerg-4802	59	15	rate	rate	NOUN
fuelectenerg-4802	59	16	and	and	CCONJ
fuelectenerg-4802	59	17	false	false	ADJ
fuelectenerg-4802	59	18	alarm	alarm	NOUN
fuelectenerg-4802	59	19	,	,	PUNCT
fuelectenerg-4802	59	20	while	while	SCONJ
fuelectenerg-4802	59	21	we	we	PRON
fuelectenerg-4802	59	22	discuss	discuss	VERB
fuelectenerg-4802	59	23	the	the	DET
fuelectenerg-4802	59	24	results	result	NOUN
fuelectenerg-4802	59	25	in	in	ADP
fuelectenerg-4802	59	26	section	section	NOUN
fuelectenerg-4802	59	27	7	7	NUM
fuelectenerg-4802	59	28	.	.	PUNCT
fuelectenerg-4802	60	1	finally	finally	ADV
fuelectenerg-4802	60	2	,	,	PUNCT
fuelectenerg-4802	60	3	section	section	NOUN
fuelectenerg-4802	60	4	8	8	NUM
fuelectenerg-4802	60	5	concludes	conclude	VERB
fuelectenerg-4802	60	6	the	the	DET
fuelectenerg-4802	60	7	work	work	NOUN
fuelectenerg-4802	60	8	and	and	CCONJ
fuelectenerg-4802	60	9	suggests	suggest	VERB
fuelectenerg-4802	60	10	possible	possible	ADJ
fuelectenerg-4802	60	11	research	research	NOUN
fuelectenerg-4802	60	12	directions	direction	NOUN
fuelectenerg-4802	60	13	.	.	PUNCT
fuelectenerg-4802	61	1	2	2	X
fuelectenerg-4802	61	2	.	.	X
fuelectenerg-4802	61	3	related	relate	VERB
fuelectenerg-4802	61	4	work	work	NOUN
fuelectenerg-4802	61	5	in	in	ADP
fuelectenerg-4802	61	6	defending	defend	VERB
fuelectenerg-4802	61	7	against	against	ADP
fuelectenerg-4802	61	8	malicious	malicious	ADJ
fuelectenerg-4802	61	9	attacks	attack	NOUN
fuelectenerg-4802	61	10	in	in	ADP
fuelectenerg-4802	61	11	wsn	wsn	PROPN
fuelectenerg-4802	61	12	,	,	PUNCT
fuelectenerg-4802	61	13	various	various	ADJ
fuelectenerg-4802	61	14	intrusion	intrusion	NOUN
fuelectenerg-4802	61	15	detection	detection	NOUN
fuelectenerg-4802	61	16	approaches	approach	NOUN
fuelectenerg-4802	61	17	have	have	AUX
fuelectenerg-4802	61	18	been	be	AUX
fuelectenerg-4802	61	19	proposed	propose	VERB
fuelectenerg-4802	61	20	in	in	ADP
fuelectenerg-4802	61	21	the	the	DET
fuelectenerg-4802	61	22	literature	literature	NOUN
fuelectenerg-4802	61	23	.	.	PUNCT
fuelectenerg-4802	62	1	an	an	DET
fuelectenerg-4802	62	2	intelligent	intelligent	ADJ
fuelectenerg-4802	62	3	intrusion	intrusion	NOUN
fuelectenerg-4802	62	4	and	and	CCONJ
fuelectenerg-4802	62	5	prevention	prevention	NOUN
fuelectenerg-4802	62	6	system	system	NOUN
fuelectenerg-4802	62	7	was	be	AUX
fuelectenerg-4802	62	8	proposed	propose	VERB
fuelectenerg-4802	62	9	in	in	ADP
fuelectenerg-4802	62	10	[	[	X
fuelectenerg-4802	62	11	1	1	X
fuelectenerg-4802	62	12	]	]	PUNCT
fuelectenerg-4802	62	13	by	by	ADP
fuelectenerg-4802	62	14	introducing	introduce	VERB
fuelectenerg-4802	62	15	a	a	DET
fuelectenerg-4802	62	16	specialized	specialized	ADJ
fuelectenerg-4802	62	17	dataset	dataset	NOUN
fuelectenerg-4802	62	18	for	for	ADP
fuelectenerg-4802	62	19	wsn	wsn	PROPN
fuelectenerg-4802	62	20	.	.	PUNCT
fuelectenerg-4802	63	1	this	this	PRON
fuelectenerg-4802	63	2	improves	improve	VERB
fuelectenerg-4802	63	3	the	the	DET
fuelectenerg-4802	63	4	detection	detection	NOUN
fuelectenerg-4802	63	5	and	and	CCONJ
fuelectenerg-4802	63	6	classification	classification	NOUN
fuelectenerg-4802	63	7	of	of	ADP
fuelectenerg-4802	63	8	four	four	NUM
fuelectenerg-4802	63	9	types	type	NOUN
fuelectenerg-4802	63	10	of	of	ADP
fuelectenerg-4802	63	11	denial	denial	NOUN
fuelectenerg-4802	63	12	of	of	ADP
fuelectenerg-4802	63	13	service	service	NOUN
fuelectenerg-4802	63	14	(	(	PUNCT
fuelectenerg-4802	63	15	dos	do	NOUN
fuelectenerg-4802	63	16	)	)	PUNCT
fuelectenerg-4802	63	17	attacks	attack	NOUN
fuelectenerg-4802	63	18	:	:	PUNCT
fuelectenerg-4802	63	19	blackhole	blackhole	NOUN
fuelectenerg-4802	63	20	,	,	PUNCT
fuelectenerg-4802	63	21	grayhole	grayhole	NOUN
fuelectenerg-4802	63	22	,	,	PUNCT
fuelectenerg-4802	63	23	flooding	flooding	NOUN
fuelectenerg-4802	63	24	,	,	PUNCT
fuelectenerg-4802	63	25	and	and	CCONJ
fuelectenerg-4802	63	26	scheduling	scheduling	NOUN
fuelectenerg-4802	63	27	attacks	attack	NOUN
fuelectenerg-4802	63	28	.	.	PUNCT
fuelectenerg-4802	64	1	artificial	artificial	ADJ
fuelectenerg-4802	64	2	neural	neural	ADJ
fuelectenerg-4802	64	3	network	network	NOUN
fuelectenerg-4802	64	4	(	(	PUNCT
fuelectenerg-4802	64	5	ann	ann	PROPN
fuelectenerg-4802	64	6	)	)	PUNCT
fuelectenerg-4802	64	7	was	be	AUX
fuelectenerg-4802	64	8	used	use	VERB
fuelectenerg-4802	64	9	to	to	PART
fuelectenerg-4802	64	10	train	train	VERB
fuelectenerg-4802	64	11	the	the	DET
fuelectenerg-4802	64	12	dataset	dataset	NOUN
fuelectenerg-4802	64	13	to	to	PART
fuelectenerg-4802	64	14	detect	detect	VERB
fuelectenerg-4802	64	15	and	and	CCONJ
fuelectenerg-4802	64	16	classify	classify	VERB
fuelectenerg-4802	64	17	the	the	DET
fuelectenerg-4802	64	18	different	different	ADJ
fuelectenerg-4802	64	19	dos	do	NOUN
fuelectenerg-4802	64	20	attacks	attack	NOUN
fuelectenerg-4802	64	21	.	.	PUNCT
fuelectenerg-4802	65	1	results	result	NOUN
fuelectenerg-4802	65	2	from	from	ADP
fuelectenerg-4802	65	3	the	the	DET
fuelectenerg-4802	65	4	work	work	NOUN
fuelectenerg-4802	65	5	show	show	NOUN
fuelectenerg-4802	65	6	that	that	SCONJ
fuelectenerg-4802	65	7	the	the	DET
fuelectenerg-4802	65	8	dataset	dataset	NOUN
fuelectenerg-4802	65	9	,	,	PUNCT
fuelectenerg-4802	65	10	wsn	wsn	PROPN
fuelectenerg-4802	65	11	-	-	PUNCT
fuelectenerg-4802	65	12	ds	ds	ADJ
fuelectenerg-4802	65	13	,	,	PUNCT
fuelectenerg-4802	65	14	enhanced	enhance	VERB
fuelectenerg-4802	65	15	the	the	DET
fuelectenerg-4802	65	16	ids	id	NOUN
fuelectenerg-4802	65	17	ability	ability	NOUN
fuelectenerg-4802	65	18	to	to	PART
fuelectenerg-4802	65	19	achieve	achieve	VERB
fuelectenerg-4802	65	20	a	a	DET
fuelectenerg-4802	65	21	higher	high	ADJ
fuelectenerg-4802	65	22	classification	classification	NOUN
fuelectenerg-4802	65	23	accuracy	accuracy	NOUN
fuelectenerg-4802	65	24	rate	rate	NOUN
fuelectenerg-4802	65	25	.	.	PUNCT
fuelectenerg-4802	66	1	an	an	DET
fuelectenerg-4802	66	2	ids	id	NOUN
fuelectenerg-4802	66	3	based	base	VERB
fuelectenerg-4802	66	4	on	on	ADP
fuelectenerg-4802	66	5	evidence	evidence	NOUN
fuelectenerg-4802	66	6	theory	theory	NOUN
fuelectenerg-4802	66	7	was	be	AUX
fuelectenerg-4802	66	8	proposed	propose	VERB
fuelectenerg-4802	66	9	in	in	ADP
fuelectenerg-4802	66	10	[	[	X
fuelectenerg-4802	66	11	12	12	NUM
fuelectenerg-4802	66	12	]	]	PUNCT
fuelectenerg-4802	66	13	for	for	ADP
fuelectenerg-4802	66	14	cluster	cluster	NOUN
fuelectenerg-4802	66	15	-	-	PUNCT
fuelectenerg-4802	66	16	based	base	VERB
fuelectenerg-4802	66	17	wsn	wsn	NOUN
fuelectenerg-4802	66	18	.	.	PUNCT
fuelectenerg-4802	67	1	in	in	ADP
fuelectenerg-4802	67	2	this	this	DET
fuelectenerg-4802	67	3	work	work	NOUN
fuelectenerg-4802	67	4	,	,	PUNCT
fuelectenerg-4802	67	5	each	each	DET
fuelectenerg-4802	67	6	cluster	cluster	NOUN
fuelectenerg-4802	67	7	head	head	NOUN
fuelectenerg-4802	67	8	collects	collect	VERB
fuelectenerg-4802	67	9	the	the	DET
fuelectenerg-4802	67	10	behavioural	behavioural	ADJ
fuelectenerg-4802	67	11	pattern	pattern	NOUN
fuelectenerg-4802	67	12	of	of	ADP
fuelectenerg-4802	67	13	its	its	PRON
fuelectenerg-4802	67	14	cluster	cluster	NOUN
fuelectenerg-4802	67	15	members	member	NOUN
fuelectenerg-4802	67	16	before	before	ADP
fuelectenerg-4802	67	17	constructing	construct	VERB
fuelectenerg-4802	67	18	an	an	DET
fuelectenerg-4802	67	19	input	input	NOUN
fuelectenerg-4802	67	20	evidence	evidence	NOUN
fuelectenerg-4802	67	21	according	accord	VERB
fuelectenerg-4802	67	22	to	to	ADP
fuelectenerg-4802	67	23	the	the	DET
fuelectenerg-4802	67	24	deviation	deviation	NOUN
fuelectenerg-4802	67	25	from	from	ADP
fuelectenerg-4802	67	26	the	the	DET
fuelectenerg-4802	67	27	normal	normal	ADJ
fuelectenerg-4802	67	28	pattern	pattern	NOUN
fuelectenerg-4802	67	29	.	.	PUNCT
fuelectenerg-4802	68	1	a	a	DET
fuelectenerg-4802	68	2	weight	weight	NOUN
fuelectenerg-4802	68	3	value	value	NOUN
fuelectenerg-4802	68	4	is	be	AUX
fuelectenerg-4802	68	5	further	further	ADJ
fuelectenerg-4802	68	6	318	318	NUM
fuelectenerg-4802	68	7	o.	o.	PROPN
fuelectenerg-4802	68	8	osanaiye	osanaiye	PROPN
fuelectenerg-4802	68	9	,	,	PUNCT
fuelectenerg-4802	68	10	o.	o.	PROPN
fuelectenerg-4802	68	11	ogundile	ogundile	PROPN
fuelectenerg-4802	68	12	,	,	PUNCT
fuelectenerg-4802	68	13	f.	f.	PROPN
fuelectenerg-4802	68	14	aina	aina	PROPN
fuelectenerg-4802	68	15	,	,	PUNCT
fuelectenerg-4802	68	16	a.	a.	PROPN
fuelectenerg-4802	68	17	periola	periola	PROPN
fuelectenerg-4802	68	18	applied	apply	VERB
fuelectenerg-4802	68	19	to	to	PART
fuelectenerg-4802	68	20	represent	represent	VERB
fuelectenerg-4802	68	21	the	the	DET
fuelectenerg-4802	68	22	importance	importance	NOUN
fuelectenerg-4802	68	23	of	of	ADP
fuelectenerg-4802	68	24	each	each	DET
fuelectenerg-4802	68	25	behaviour	behaviour	NOUN
fuelectenerg-4802	68	26	characteristics	characteristic	NOUN
fuelectenerg-4802	68	27	and	and	CCONJ
fuelectenerg-4802	68	28	revise	revise	VERB
fuelectenerg-4802	68	29	the	the	DET
fuelectenerg-4802	68	30	evidence	evidence	NOUN
fuelectenerg-4802	68	31	before	before	ADP
fuelectenerg-4802	68	32	its	its	PRON
fuelectenerg-4802	68	33	synthesis	synthesis	NOUN
fuelectenerg-4802	68	34	.	.	PUNCT
fuelectenerg-4802	69	1	a	a	DET
fuelectenerg-4802	69	2	hybrid	hybrid	ADJ
fuelectenerg-4802	69	3	ids	id	NOUN
fuelectenerg-4802	69	4	that	that	PRON
fuelectenerg-4802	69	5	enhances	enhance	VERB
fuelectenerg-4802	69	6	security	security	NOUN
fuelectenerg-4802	69	7	in	in	ADP
fuelectenerg-4802	69	8	cluster	cluster	NOUN
fuelectenerg-4802	69	9	-	-	PUNCT
fuelectenerg-4802	69	10	based	base	VERB
fuelectenerg-4802	69	11	wsn	wsn	PROPN
fuelectenerg-4802	69	12	has	have	AUX
fuelectenerg-4802	69	13	been	be	AUX
fuelectenerg-4802	69	14	proposed	propose	VERB
fuelectenerg-4802	69	15	in	in	ADP
fuelectenerg-4802	69	16	[	[	X
fuelectenerg-4802	69	17	13	13	NUM
fuelectenerg-4802	69	18	]	]	PUNCT
fuelectenerg-4802	69	19	.	.	PUNCT
fuelectenerg-4802	70	1	in	in	ADP
fuelectenerg-4802	70	2	this	this	DET
fuelectenerg-4802	70	3	work	work	NOUN
fuelectenerg-4802	70	4	,	,	PUNCT
fuelectenerg-4802	70	5	the	the	DET
fuelectenerg-4802	70	6	proposed	propose	VERB
fuelectenerg-4802	70	7	ids	ids	NOUN
fuelectenerg-4802	70	8	is	be	AUX
fuelectenerg-4802	70	9	deployed	deploy	VERB
fuelectenerg-4802	70	10	on	on	ADP
fuelectenerg-4802	70	11	the	the	DET
fuelectenerg-4802	70	12	cluster	cluster	NOUN
fuelectenerg-4802	70	13	head	head	NOUN
fuelectenerg-4802	70	14	and	and	CCONJ
fuelectenerg-4802	70	15	consists	consist	VERB
fuelectenerg-4802	70	16	of	of	ADP
fuelectenerg-4802	70	17	both	both	CCONJ
fuelectenerg-4802	70	18	an	an	DET
fuelectenerg-4802	70	19	anomaly	anomaly	NOUN
fuelectenerg-4802	70	20	and	and	CCONJ
fuelectenerg-4802	70	21	misuse	misuse	NOUN
fuelectenerg-4802	70	22	module	module	NOUN
fuelectenerg-4802	70	23	.	.	PUNCT
fuelectenerg-4802	71	1	the	the	DET
fuelectenerg-4802	71	2	output	output	NOUN
fuelectenerg-4802	71	3	of	of	ADP
fuelectenerg-4802	71	4	the	the	DET
fuelectenerg-4802	71	5	anomaly	anomaly	NOUN
fuelectenerg-4802	71	6	and	and	CCONJ
fuelectenerg-4802	71	7	misuse	misuse	NOUN
fuelectenerg-4802	71	8	modules	module	NOUN
fuelectenerg-4802	71	9	are	be	AUX
fuelectenerg-4802	71	10	integrated	integrate	VERB
fuelectenerg-4802	71	11	with	with	ADP
fuelectenerg-4802	71	12	a	a	DET
fuelectenerg-4802	71	13	decision	decision	NOUN
fuelectenerg-4802	71	14	-	-	PUNCT
fuelectenerg-4802	71	15	making	make	VERB
fuelectenerg-4802	71	16	module	module	NOUN
fuelectenerg-4802	71	17	to	to	PART
fuelectenerg-4802	71	18	identify	identify	VERB
fuelectenerg-4802	71	19	the	the	DET
fuelectenerg-4802	71	20	presence	presence	NOUN
fuelectenerg-4802	71	21	of	of	ADP
fuelectenerg-4802	71	22	an	an	DET
fuelectenerg-4802	71	23	attack	attack	NOUN
fuelectenerg-4802	71	24	before	before	ADP
fuelectenerg-4802	71	25	subsequently	subsequently	ADV
fuelectenerg-4802	71	26	classifying	classify	VERB
fuelectenerg-4802	71	27	into	into	ADP
fuelectenerg-4802	71	28	different	different	ADJ
fuelectenerg-4802	71	29	attack	attack	NOUN
fuelectenerg-4802	71	30	type	type	NOUN
fuelectenerg-4802	71	31	.	.	PUNCT
fuelectenerg-4802	72	1	in	in	ADP
fuelectenerg-4802	72	2	[	[	X
fuelectenerg-4802	72	3	14	14	NUM
fuelectenerg-4802	72	4	]	]	X
fuelectenerg-4802	72	5	,	,	PUNCT
fuelectenerg-4802	72	6	a	a	DET
fuelectenerg-4802	72	7	distributed	distribute	VERB
fuelectenerg-4802	72	8	two	two	NUM
fuelectenerg-4802	72	9	-	-	PUNCT
fuelectenerg-4802	72	10	layer	layer	NOUN
fuelectenerg-4802	72	11	and	and	CCONJ
fuelectenerg-4802	72	12	threelayer	threelayer	NOUN
fuelectenerg-4802	72	13	ids	ids	PROPN
fuelectenerg-4802	72	14	scheme	scheme	NOUN
fuelectenerg-4802	72	15	was	be	AUX
fuelectenerg-4802	72	16	proposed	propose	VERB
fuelectenerg-4802	72	17	for	for	ADP
fuelectenerg-4802	72	18	wsn	wsn	PROPN
fuelectenerg-4802	72	19	to	to	PART
fuelectenerg-4802	72	20	detect	detect	VERB
fuelectenerg-4802	72	21	intrusion	intrusion	NOUN
fuelectenerg-4802	72	22	using	use	VERB
fuelectenerg-4802	72	23	10	10	NUM
fuelectenerg-4802	72	24	%	%	NOUN
fuelectenerg-4802	72	25	of	of	ADP
fuelectenerg-4802	72	26	the	the	DET
fuelectenerg-4802	72	27	data	datum	NOUN
fuelectenerg-4802	72	28	to	to	PART
fuelectenerg-4802	72	29	learn	learn	VERB
fuelectenerg-4802	72	30	during	during	ADP
fuelectenerg-4802	72	31	the	the	DET
fuelectenerg-4802	72	32	training	training	NOUN
fuelectenerg-4802	72	33	phase	phase	NOUN
fuelectenerg-4802	72	34	.	.	PUNCT
fuelectenerg-4802	73	1	a	a	DET
fuelectenerg-4802	73	2	complexity	complexity	NOUN
fuelectenerg-4802	73	3	reduction	reduction	NOUN
fuelectenerg-4802	73	4	process	process	NOUN
fuelectenerg-4802	73	5	was	be	AUX
fuelectenerg-4802	73	6	introduced	introduce	VERB
fuelectenerg-4802	73	7	to	to	PART
fuelectenerg-4802	73	8	select	select	VERB
fuelectenerg-4802	73	9	the	the	DET
fuelectenerg-4802	73	10	features	feature	NOUN
fuelectenerg-4802	73	11	to	to	PART
fuelectenerg-4802	73	12	minimize	minimize	VERB
fuelectenerg-4802	73	13	the	the	DET
fuelectenerg-4802	73	14	energy	energy	NOUN
fuelectenerg-4802	73	15	consumption	consumption	NOUN
fuelectenerg-4802	73	16	.	.	PUNCT
fuelectenerg-4802	74	1	a	a	DET
fuelectenerg-4802	74	2	specification	specification	NOUN
fuelectenerg-4802	74	3	-	-	PUNCT
fuelectenerg-4802	74	4	based	base	VERB
fuelectenerg-4802	74	5	intrusion	intrusion	NOUN
fuelectenerg-4802	74	6	detection	detection	NOUN
fuelectenerg-4802	74	7	system	system	NOUN
fuelectenerg-4802	74	8	was	be	AUX
fuelectenerg-4802	74	9	proposed	propose	VERB
fuelectenerg-4802	74	10	in	in	ADP
fuelectenerg-4802	74	11	[	[	X
fuelectenerg-4802	74	12	15	15	NUM
fuelectenerg-4802	74	13	]	]	PUNCT
fuelectenerg-4802	74	14	.	.	PUNCT
fuelectenerg-4802	75	1	this	this	DET
fuelectenerg-4802	75	2	system	system	NOUN
fuelectenerg-4802	75	3	uses	use	VERB
fuelectenerg-4802	75	4	rule	rule	NOUN
fuelectenerg-4802	75	5	-	-	PUNCT
fuelectenerg-4802	75	6	based	base	VERB
fuelectenerg-4802	75	7	technique	technique	NOUN
fuelectenerg-4802	75	8	to	to	PART
fuelectenerg-4802	75	9	map	map	VERB
fuelectenerg-4802	75	10	behaviours	behaviour	NOUN
fuelectenerg-4802	75	11	to	to	ADP
fuelectenerg-4802	75	12	either	either	CCONJ
fuelectenerg-4802	75	13	normal	normal	ADJ
fuelectenerg-4802	75	14	or	or	CCONJ
fuelectenerg-4802	75	15	anomalous	anomalous	ADJ
fuelectenerg-4802	75	16	.	.	PUNCT
fuelectenerg-4802	76	1	the	the	DET
fuelectenerg-4802	76	2	rulebased	rulebase	VERB
fuelectenerg-4802	76	3	technique	technique	NOUN
fuelectenerg-4802	76	4	optimizes	optimize	VERB
fuelectenerg-4802	76	5	the	the	DET
fuelectenerg-4802	76	6	local	local	ADJ
fuelectenerg-4802	76	7	information	information	NOUN
fuelectenerg-4802	76	8	obtained	obtain	VERB
fuelectenerg-4802	76	9	by	by	ADP
fuelectenerg-4802	76	10	watch	watch	NOUN
fuelectenerg-4802	76	11	dogs	dog	NOUN
fuelectenerg-4802	76	12	into	into	ADP
fuelectenerg-4802	76	13	a	a	DET
fuelectenerg-4802	76	14	global	global	ADJ
fuelectenerg-4802	76	15	information	information	NOUN
fuelectenerg-4802	76	16	for	for	ADP
fuelectenerg-4802	76	17	decision	decision	NOUN
fuelectenerg-4802	76	18	making	making	NOUN
fuelectenerg-4802	76	19	by	by	ADP
fuelectenerg-4802	76	20	cluster	cluster	NOUN
fuelectenerg-4802	76	21	heads	head	NOUN
fuelectenerg-4802	76	22	.	.	PUNCT
fuelectenerg-4802	77	1	this	this	DET
fuelectenerg-4802	77	2	compensate	compensate	NOUN
fuelectenerg-4802	77	3	for	for	ADP
fuelectenerg-4802	77	4	the	the	DET
fuelectenerg-4802	77	5	communication	communication	NOUN
fuelectenerg-4802	77	6	pattern	pattern	NOUN
fuelectenerg-4802	77	7	in	in	ADP
fuelectenerg-4802	77	8	the	the	DET
fuelectenerg-4802	77	9	network	network	NOUN
fuelectenerg-4802	77	10	.	.	PUNCT
fuelectenerg-4802	78	1	in	in	ADP
fuelectenerg-4802	78	2	[	[	X
fuelectenerg-4802	78	3	16	16	NUM
fuelectenerg-4802	78	4	]	]	X
fuelectenerg-4802	78	5	,	,	PUNCT
fuelectenerg-4802	78	6	a	a	DET
fuelectenerg-4802	78	7	decentralized	decentralize	VERB
fuelectenerg-4802	78	8	ids	id	NOUN
fuelectenerg-4802	78	9	was	be	AUX
fuelectenerg-4802	78	10	proposed	propose	VERB
fuelectenerg-4802	78	11	for	for	ADP
fuelectenerg-4802	78	12	wsn	wsn	PROPN
fuelectenerg-4802	78	13	.	.	PUNCT
fuelectenerg-4802	79	1	the	the	DET
fuelectenerg-4802	79	2	proposed	propose	VERB
fuelectenerg-4802	79	3	algorithm	algorithm	NOUN
fuelectenerg-4802	79	4	is	be	AUX
fuelectenerg-4802	79	5	divided	divide	VERB
fuelectenerg-4802	79	6	into	into	ADP
fuelectenerg-4802	79	7	three	three	NUM
fuelectenerg-4802	79	8	phases	phase	NOUN
fuelectenerg-4802	79	9	;	;	PUNCT
fuelectenerg-4802	79	10	data	datum	NOUN
fuelectenerg-4802	79	11	acquisition	acquisition	NOUN
fuelectenerg-4802	79	12	,	,	PUNCT
fuelectenerg-4802	79	13	rule	rule	NOUN
fuelectenerg-4802	79	14	application	application	NOUN
fuelectenerg-4802	79	15	and	and	CCONJ
fuelectenerg-4802	79	16	intrusion	intrusion	NOUN
fuelectenerg-4802	79	17	detection	detection	NOUN
fuelectenerg-4802	79	18	.	.	PUNCT
fuelectenerg-4802	80	1	in	in	ADP
fuelectenerg-4802	80	2	data	data	NOUN
fuelectenerg-4802	80	3	acquisition	acquisition	NOUN
fuelectenerg-4802	80	4	phase	phase	NOUN
fuelectenerg-4802	80	5	,	,	PUNCT
fuelectenerg-4802	80	6	messages	message	NOUN
fuelectenerg-4802	80	7	are	be	AUX
fuelectenerg-4802	80	8	obtained	obtain	VERB
fuelectenerg-4802	80	9	in	in	ADP
fuelectenerg-4802	80	10	promiscuous	promiscuous	ADJ
fuelectenerg-4802	80	11	mode	mode	NOUN
fuelectenerg-4802	80	12	and	and	CCONJ
fuelectenerg-4802	80	13	the	the	DET
fuelectenerg-4802	80	14	relevant	relevant	ADJ
fuelectenerg-4802	80	15	information	information	NOUN
fuelectenerg-4802	80	16	are	be	AUX
fuelectenerg-4802	80	17	filtered	filter	VERB
fuelectenerg-4802	80	18	and	and	CCONJ
fuelectenerg-4802	80	19	subsequently	subsequently	ADV
fuelectenerg-4802	80	20	stored	store	VERB
fuelectenerg-4802	80	21	for	for	ADP
fuelectenerg-4802	80	22	analysis	analysis	NOUN
fuelectenerg-4802	80	23	.	.	PUNCT
fuelectenerg-4802	81	1	the	the	DET
fuelectenerg-4802	81	2	rule	rule	NOUN
fuelectenerg-4802	81	3	application	application	NOUN
fuelectenerg-4802	81	4	phase	phase	NOUN
fuelectenerg-4802	81	5	,	,	PUNCT
fuelectenerg-4802	81	6	on	on	ADP
fuelectenerg-4802	81	7	the	the	DET
fuelectenerg-4802	81	8	other	other	ADJ
fuelectenerg-4802	81	9	hand	hand	NOUN
fuelectenerg-4802	81	10	,	,	PUNCT
fuelectenerg-4802	81	11	process	process	VERB
fuelectenerg-4802	81	12	the	the	DET
fuelectenerg-4802	81	13	information	information	NOUN
fuelectenerg-4802	81	14	and	and	CCONJ
fuelectenerg-4802	81	15	apply	apply	VERB
fuelectenerg-4802	81	16	the	the	DET
fuelectenerg-4802	81	17	rule	rule	NOUN
fuelectenerg-4802	81	18	to	to	ADP
fuelectenerg-4802	81	19	the	the	DET
fuelectenerg-4802	81	20	stored	store	VERB
fuelectenerg-4802	81	21	data	datum	NOUN
fuelectenerg-4802	81	22	.	.	PUNCT
fuelectenerg-4802	82	1	if	if	SCONJ
fuelectenerg-4802	82	2	the	the	DET
fuelectenerg-4802	82	3	message	message	NOUN
fuelectenerg-4802	82	4	fails	fail	VERB
fuelectenerg-4802	82	5	the	the	DET
fuelectenerg-4802	82	6	test	test	NOUN
fuelectenerg-4802	82	7	during	during	ADP
fuelectenerg-4802	82	8	analysis	analysis	NOUN
fuelectenerg-4802	82	9	,	,	PUNCT
fuelectenerg-4802	82	10	a	a	DET
fuelectenerg-4802	82	11	failure	failure	NOUN
fuelectenerg-4802	82	12	is	be	AUX
fuelectenerg-4802	82	13	raised	raise	VERB
fuelectenerg-4802	82	14	.	.	PUNCT
fuelectenerg-4802	83	1	lastly	lastly	ADV
fuelectenerg-4802	83	2	,	,	PUNCT
fuelectenerg-4802	83	3	in	in	ADP
fuelectenerg-4802	83	4	the	the	DET
fuelectenerg-4802	83	5	intrusion	intrusion	NOUN
fuelectenerg-4802	83	6	detection	detection	NOUN
fuelectenerg-4802	83	7	phase	phase	NOUN
fuelectenerg-4802	83	8	,	,	PUNCT
fuelectenerg-4802	83	9	the	the	DET
fuelectenerg-4802	83	10	amount	amount	NOUN
fuelectenerg-4802	83	11	of	of	ADP
fuelectenerg-4802	83	12	raised	raise	VERB
fuelectenerg-4802	83	13	failure	failure	NOUN
fuelectenerg-4802	83	14	is	be	AUX
fuelectenerg-4802	83	15	compared	compare	VERB
fuelectenerg-4802	83	16	with	with	ADP
fuelectenerg-4802	83	17	the	the	DET
fuelectenerg-4802	83	18	expected	expect	VERB
fuelectenerg-4802	83	19	amount	amount	NOUN
fuelectenerg-4802	83	20	of	of	ADP
fuelectenerg-4802	83	21	occasional	occasional	ADJ
fuelectenerg-4802	83	22	failures	failure	NOUN
fuelectenerg-4802	83	23	in	in	ADP
fuelectenerg-4802	83	24	the	the	DET
fuelectenerg-4802	83	25	network	network	NOUN
fuelectenerg-4802	83	26	.	.	PUNCT
fuelectenerg-4802	84	1	intrusion	intrusion	NOUN
fuelectenerg-4802	84	2	alarm	alarm	NOUN
fuelectenerg-4802	84	3	is	be	AUX
fuelectenerg-4802	84	4	raised	raise	VERB
fuelectenerg-4802	84	5	if	if	SCONJ
fuelectenerg-4802	84	6	the	the	DET
fuelectenerg-4802	84	7	former	former	NOUN
fuelectenerg-4802	84	8	is	be	AUX
fuelectenerg-4802	84	9	higher	high	ADJ
fuelectenerg-4802	84	10	than	than	ADP
fuelectenerg-4802	84	11	the	the	DET
fuelectenerg-4802	84	12	latter	latter	ADJ
fuelectenerg-4802	84	13	.	.	PUNCT
fuelectenerg-4802	85	1	in	in	ADP
fuelectenerg-4802	85	2	[	[	X
fuelectenerg-4802	85	3	10	10	NUM
fuelectenerg-4802	85	4	]	]	PUNCT
fuelectenerg-4802	85	5	,	,	PUNCT
fuelectenerg-4802	85	6	an	an	DET
fuelectenerg-4802	85	7	integrated	integrate	VERB
fuelectenerg-4802	85	8	intrusion	intrusion	NOUN
fuelectenerg-4802	85	9	detection	detection	NOUN
fuelectenerg-4802	85	10	system	system	NOUN
fuelectenerg-4802	85	11	(	(	PUNCT
fuelectenerg-4802	85	12	iids	iid	NOUN
fuelectenerg-4802	85	13	)	)	PUNCT
fuelectenerg-4802	85	14	was	be	AUX
fuelectenerg-4802	85	15	proposed	propose	VERB
fuelectenerg-4802	85	16	for	for	ADP
fuelectenerg-4802	85	17	clusterbased	clusterbase	VERB
fuelectenerg-4802	85	18	wsns	wsns	NOUN
fuelectenerg-4802	85	19	.	.	PUNCT
fuelectenerg-4802	86	1	the	the	DET
fuelectenerg-4802	86	2	iids	iid	NOUN
fuelectenerg-4802	86	3	was	be	AUX
fuelectenerg-4802	86	4	based	base	VERB
fuelectenerg-4802	86	5	on	on	ADP
fuelectenerg-4802	86	6	an	an	DET
fuelectenerg-4802	86	7	earlier	early	ADJ
fuelectenerg-4802	86	8	work	work	NOUN
fuelectenerg-4802	86	9	in	in	ADP
fuelectenerg-4802	86	10	[	[	X
fuelectenerg-4802	86	11	17	17	NUM
fuelectenerg-4802	86	12	]	]	PUNCT
fuelectenerg-4802	86	13	and	and	CCONJ
fuelectenerg-4802	86	14	it	it	PRON
fuelectenerg-4802	86	15	consists	consist	VERB
fuelectenerg-4802	86	16	of	of	ADP
fuelectenerg-4802	86	17	three	three	NUM
fuelectenerg-4802	86	18	individual	individual	ADJ
fuelectenerg-4802	86	19	idss	idss	NOUN
fuelectenerg-4802	86	20	,	,	PUNCT
fuelectenerg-4802	86	21	namely	namely	ADV
fuelectenerg-4802	86	22	:	:	PUNCT
fuelectenerg-4802	86	23	intelligent	intelligent	ADJ
fuelectenerg-4802	86	24	hybrid	hybrid	ADJ
fuelectenerg-4802	86	25	intrusion	intrusion	NOUN
fuelectenerg-4802	86	26	detection	detection	NOUN
fuelectenerg-4802	86	27	system	system	NOUN
fuelectenerg-4802	86	28	(	(	PUNCT
fuelectenerg-4802	86	29	ihids	ihid	NOUN
fuelectenerg-4802	86	30	)	)	PUNCT
fuelectenerg-4802	86	31	,	,	PUNCT
fuelectenerg-4802	86	32	hybrid	hybrid	ADJ
fuelectenerg-4802	86	33	intrusion	intrusion	NOUN
fuelectenerg-4802	86	34	detection	detection	NOUN
fuelectenerg-4802	86	35	system	system	NOUN
fuelectenerg-4802	86	36	(	(	PUNCT
fuelectenerg-4802	86	37	hids	hid	NOUN
fuelectenerg-4802	86	38	)	)	PUNCT
fuelectenerg-4802	86	39	and	and	CCONJ
fuelectenerg-4802	86	40	misuse	misuse	NOUN
fuelectenerg-4802	86	41	ids	id	NOUN
fuelectenerg-4802	86	42	.	.	PUNCT
fuelectenerg-4802	87	1	these	these	DET
fuelectenerg-4802	87	2	idss	idss	NOUN
fuelectenerg-4802	87	3	are	be	AUX
fuelectenerg-4802	87	4	designed	design	VERB
fuelectenerg-4802	87	5	for	for	ADP
fuelectenerg-4802	87	6	the	the	DET
fuelectenerg-4802	87	7	base	base	NOUN
fuelectenerg-4802	87	8	station	station	NOUN
fuelectenerg-4802	87	9	(	(	PUNCT
fuelectenerg-4802	87	10	bs	bs	NOUN
fuelectenerg-4802	87	11	)	)	PUNCT
fuelectenerg-4802	87	12	,	,	PUNCT
fuelectenerg-4802	87	13	cluster	cluster	NOUN
fuelectenerg-4802	87	14	head	head	NOUN
fuelectenerg-4802	87	15	and	and	CCONJ
fuelectenerg-4802	87	16	cluster	cluster	NOUN
fuelectenerg-4802	87	17	members	member	NOUN
fuelectenerg-4802	87	18	,	,	PUNCT
fuelectenerg-4802	87	19	based	base	VERB
fuelectenerg-4802	87	20	on	on	ADP
fuelectenerg-4802	87	21	their	their	PRON
fuelectenerg-4802	87	22	capacity	capacity	NOUN
fuelectenerg-4802	87	23	and	and	CCONJ
fuelectenerg-4802	87	24	the	the	DET
fuelectenerg-4802	87	25	type	type	NOUN
fuelectenerg-4802	87	26	of	of	ADP
fuelectenerg-4802	87	27	attack	attack	NOUN
fuelectenerg-4802	87	28	they	they	PRON
fuelectenerg-4802	87	29	are	be	AUX
fuelectenerg-4802	87	30	vulnerable	vulnerable	ADJ
fuelectenerg-4802	87	31	to	to	ADP
fuelectenerg-4802	87	32	.	.	PUNCT
fuelectenerg-4802	88	1	for	for	ADP
fuelectenerg-4802	88	2	example	example	NOUN
fuelectenerg-4802	88	3	,	,	PUNCT
fuelectenerg-4802	88	4	the	the	DET
fuelectenerg-4802	88	5	ihids	ihid	NOUN
fuelectenerg-4802	88	6	with	with	ADP
fuelectenerg-4802	88	7	a	a	DET
fuelectenerg-4802	88	8	learning	learning	NOUN
fuelectenerg-4802	88	9	capability	capability	NOUN
fuelectenerg-4802	88	10	is	be	AUX
fuelectenerg-4802	88	11	deployed	deploy	VERB
fuelectenerg-4802	88	12	in	in	ADP
fuelectenerg-4802	88	13	the	the	DET
fuelectenerg-4802	88	14	bs	bs	NOUN
fuelectenerg-4802	88	15	.	.	PUNCT
fuelectenerg-4802	89	1	the	the	DET
fuelectenerg-4802	89	2	ihids	ihid	NOUN
fuelectenerg-4802	89	3	combines	combine	VERB
fuelectenerg-4802	89	4	the	the	DET
fuelectenerg-4802	89	5	anomaly	anomaly	NOUN
fuelectenerg-4802	89	6	and	and	CCONJ
fuelectenerg-4802	89	7	misuse	misuse	NOUN
fuelectenerg-4802	89	8	detection	detection	NOUN
fuelectenerg-4802	89	9	by	by	ADP
fuelectenerg-4802	89	10	first	first	ADV
fuelectenerg-4802	89	11	filtering	filter	VERB
fuelectenerg-4802	89	12	a	a	DET
fuelectenerg-4802	89	13	large	large	ADJ
fuelectenerg-4802	89	14	number	number	NOUN
fuelectenerg-4802	89	15	of	of	ADP
fuelectenerg-4802	89	16	normal	normal	ADJ
fuelectenerg-4802	89	17	packets	packet	NOUN
fuelectenerg-4802	89	18	.	.	PUNCT
fuelectenerg-4802	90	1	the	the	DET
fuelectenerg-4802	90	2	packets	packet	NOUN
fuelectenerg-4802	90	3	are	be	AUX
fuelectenerg-4802	90	4	then	then	ADV
fuelectenerg-4802	90	5	forwarded	forward	VERB
fuelectenerg-4802	90	6	to	to	ADP
fuelectenerg-4802	90	7	the	the	DET
fuelectenerg-4802	90	8	misuse	misuse	NOUN
fuelectenerg-4802	90	9	detection	detection	NOUN
fuelectenerg-4802	90	10	module	module	NOUN
fuelectenerg-4802	90	11	to	to	PART
fuelectenerg-4802	90	12	identify	identify	VERB
fuelectenerg-4802	90	13	the	the	DET
fuelectenerg-4802	90	14	type	type	NOUN
fuelectenerg-4802	90	15	of	of	ADP
fuelectenerg-4802	90	16	attack	attack	NOUN
fuelectenerg-4802	90	17	.	.	PUNCT
fuelectenerg-4802	91	1	this	this	PRON
fuelectenerg-4802	91	2	is	be	AUX
fuelectenerg-4802	91	3	done	do	VERB
fuelectenerg-4802	91	4	to	to	PART
fuelectenerg-4802	91	5	achieve	achieve	VERB
fuelectenerg-4802	91	6	a	a	DET
fuelectenerg-4802	91	7	high	high	ADJ
fuelectenerg-4802	91	8	detection	detection	NOUN
fuelectenerg-4802	91	9	with	with	ADP
fuelectenerg-4802	91	10	low	low	ADJ
fuelectenerg-4802	91	11	false	false	ADJ
fuelectenerg-4802	91	12	alarm	alarm	NOUN
fuelectenerg-4802	91	13	.	.	PUNCT
fuelectenerg-4802	92	1	the	the	DET
fuelectenerg-4802	92	2	cluster	cluster	NOUN
fuelectenerg-4802	92	3	heads	head	NOUN
fuelectenerg-4802	92	4	,	,	PUNCT
fuelectenerg-4802	92	5	on	on	ADP
fuelectenerg-4802	92	6	the	the	DET
fuelectenerg-4802	92	7	other	other	ADJ
fuelectenerg-4802	92	8	hand	hand	NOUN
fuelectenerg-4802	92	9	,	,	PUNCT
fuelectenerg-4802	92	10	houses	house	VERB
fuelectenerg-4802	92	11	the	the	DET
fuelectenerg-4802	92	12	hids	hid	NOUN
fuelectenerg-4802	92	13	,	,	PUNCT
fuelectenerg-4802	92	14	which	which	PRON
fuelectenerg-4802	92	15	is	be	AUX
fuelectenerg-4802	92	16	similar	similar	ADJ
fuelectenerg-4802	92	17	to	to	ADP
fuelectenerg-4802	92	18	the	the	DET
fuelectenerg-4802	92	19	ihids	ihid	NOUN
fuelectenerg-4802	92	20	but	but	CCONJ
fuelectenerg-4802	92	21	without	without	ADP
fuelectenerg-4802	92	22	a	a	DET
fuelectenerg-4802	92	23	learning	learning	NOUN
fuelectenerg-4802	92	24	ability	ability	NOUN
fuelectenerg-4802	92	25	.	.	PUNCT
fuelectenerg-4802	93	1	the	the	DET
fuelectenerg-4802	93	2	hids	hid	NOUN
fuelectenerg-4802	93	3	function	function	VERB
fuelectenerg-4802	93	4	to	to	PART
fuelectenerg-4802	93	5	optimally	optimally	ADV
fuelectenerg-4802	93	6	detect	detect	VERB
fuelectenerg-4802	93	7	attacks	attack	NOUN
fuelectenerg-4802	93	8	,	,	PUNCT
fuelectenerg-4802	93	9	however	however	ADV
fuelectenerg-4802	93	10	,	,	PUNCT
fuelectenerg-4802	93	11	it	it	PRON
fuelectenerg-4802	93	12	retrains	retrain	VERB
fuelectenerg-4802	93	13	the	the	DET
fuelectenerg-4802	93	14	behaviour	behaviour	NOUN
fuelectenerg-4802	93	15	of	of	ADP
fuelectenerg-4802	93	16	the	the	DET
fuelectenerg-4802	93	17	new	new	ADJ
fuelectenerg-4802	93	18	attack	attack	NOUN
fuelectenerg-4802	93	19	previously	previously	ADV
fuelectenerg-4802	93	20	detected	detect	VERB
fuelectenerg-4802	93	21	and	and	CCONJ
fuelectenerg-4802	93	22	classified	classify	VERB
fuelectenerg-4802	93	23	by	by	ADP
fuelectenerg-4802	93	24	the	the	DET
fuelectenerg-4802	93	25	ihids	ihid	NOUN
fuelectenerg-4802	93	26	.	.	PUNCT
fuelectenerg-4802	94	1	lastly	lastly	ADV
fuelectenerg-4802	94	2	,	,	PUNCT
fuelectenerg-4802	94	3	due	due	ADP
fuelectenerg-4802	94	4	to	to	ADP
fuelectenerg-4802	94	5	the	the	DET
fuelectenerg-4802	94	6	resource	resource	NOUN
fuelectenerg-4802	94	7	constraints	constraint	NOUN
fuelectenerg-4802	94	8	of	of	ADP
fuelectenerg-4802	94	9	sns	sns	PROPN
fuelectenerg-4802	94	10	,	,	PUNCT
fuelectenerg-4802	94	11	the	the	DET
fuelectenerg-4802	94	12	misuse	misuse	NOUN
fuelectenerg-4802	94	13	ids	ids	NOUN
fuelectenerg-4802	94	14	is	be	AUX
fuelectenerg-4802	94	15	proposed	propose	VERB
fuelectenerg-4802	94	16	.	.	PUNCT
fuelectenerg-4802	95	1	the	the	DET
fuelectenerg-4802	95	2	misuse	misuse	NOUN
fuelectenerg-4802	95	3	ids	ids	NOUN
fuelectenerg-4802	95	4	uses	use	VERB
fuelectenerg-4802	95	5	a	a	DET
fuelectenerg-4802	95	6	predetermined	predetermine	VERB
fuelectenerg-4802	95	7	attack	attack	NOUN
fuelectenerg-4802	95	8	model	model	NOUN
fuelectenerg-4802	95	9	to	to	PART
fuelectenerg-4802	95	10	match	match	VERB
fuelectenerg-4802	95	11	packets	packet	NOUN
fuelectenerg-4802	95	12	to	to	PART
fuelectenerg-4802	95	13	find	find	VERB
fuelectenerg-4802	95	14	and	and	CCONJ
fuelectenerg-4802	95	15	detect	detect	VERB
fuelectenerg-4802	95	16	attacks	attack	NOUN
fuelectenerg-4802	95	17	.	.	PUNCT
fuelectenerg-4802	96	1	experimental	experimental	ADJ
fuelectenerg-4802	96	2	results	result	NOUN
fuelectenerg-4802	96	3	for	for	ADP
fuelectenerg-4802	96	4	the	the	DET
fuelectenerg-4802	96	5	misuse	misuse	NOUN
fuelectenerg-4802	96	6	detection	detection	NOUN
fuelectenerg-4802	96	7	,	,	PUNCT
fuelectenerg-4802	96	8	using	use	VERB
fuelectenerg-4802	96	9	back	back	ADP
fuelectenerg-4802	96	10	propagation	propagation	NOUN
fuelectenerg-4802	96	11	network	network	NOUN
fuelectenerg-4802	96	12	and	and	CCONJ
fuelectenerg-4802	96	13	kddcup	kddcup	ADJ
fuelectenerg-4802	96	14	’	'	PUNCT
fuelectenerg-4802	96	15	99	99	NUM
fuelectenerg-4802	96	16	dataset	dataset	NOUN
fuelectenerg-4802	96	17	,	,	PUNCT
fuelectenerg-4802	96	18	shows	show	VERB
fuelectenerg-4802	96	19	that	that	SCONJ
fuelectenerg-4802	96	20	a	a	DET
fuelectenerg-4802	96	21	detection	detection	NOUN
fuelectenerg-4802	96	22	rate	rate	NOUN
fuelectenerg-4802	96	23	of	of	ADP
fuelectenerg-4802	96	24	90.96	90.96	NUM
fuelectenerg-4802	96	25	%	%	NOUN
fuelectenerg-4802	96	26	was	be	AUX
fuelectenerg-4802	96	27	achieved	achieve	VERB
fuelectenerg-4802	96	28	with	with	ADP
fuelectenerg-4802	96	29	an	an	DET
fuelectenerg-4802	96	30	accuracy	accuracy	NOUN
fuelectenerg-4802	96	31	of	of	ADP
fuelectenerg-4802	96	32	99.75	99.75	NUM
fuelectenerg-4802	96	33	%	%	NOUN
fuelectenerg-4802	96	34	and	and	CCONJ
fuelectenerg-4802	96	35	false	false	ADJ
fuelectenerg-4802	96	36	positive	positive	ADJ
fuelectenerg-4802	96	37	of	of	ADP
fuelectenerg-4802	96	38	2.06	2.06	NUM
fuelectenerg-4802	96	39	%	%	NOUN
fuelectenerg-4802	96	40	.	.	PUNCT
fuelectenerg-4802	97	1	in	in	ADP
fuelectenerg-4802	97	2	the	the	DET
fuelectenerg-4802	97	3	discussion	discussion	NOUN
fuelectenerg-4802	97	4	above	above	ADV
fuelectenerg-4802	97	5	,	,	PUNCT
fuelectenerg-4802	97	6	different	different	ADJ
fuelectenerg-4802	97	7	techniques	technique	NOUN
fuelectenerg-4802	97	8	have	have	AUX
fuelectenerg-4802	97	9	been	be	AUX
fuelectenerg-4802	97	10	considered	consider	VERB
fuelectenerg-4802	97	11	for	for	ADP
fuelectenerg-4802	97	12	feature	feature	NOUN
fuelectenerg-4802	97	13	selection	selection	NOUN
fuelectenerg-4802	97	14	in	in	ADP
fuelectenerg-4802	97	15	wsns	wsns	NOUN
fuelectenerg-4802	97	16	.	.	PUNCT
fuelectenerg-4802	98	1	the	the	DET
fuelectenerg-4802	98	2	overall	overall	ADJ
fuelectenerg-4802	98	3	aim	aim	NOUN
fuelectenerg-4802	98	4	of	of	ADP
fuelectenerg-4802	98	5	these	these	DET
fuelectenerg-4802	98	6	techniques	technique	NOUN
fuelectenerg-4802	98	7	is	be	AUX
fuelectenerg-4802	98	8	to	to	PART
fuelectenerg-4802	98	9	enhance	enhance	VERB
fuelectenerg-4802	98	10	the	the	DET
fuelectenerg-4802	98	11	ability	ability	NOUN
fuelectenerg-4802	98	12	of	of	ADP
fuelectenerg-4802	98	13	sns	sns	PROPN
fuelectenerg-4802	98	14	to	to	PART
fuelectenerg-4802	98	15	differentiate	differentiate	VERB
fuelectenerg-4802	98	16	attacks	attack	NOUN
fuelectenerg-4802	98	17	in	in	ADP
fuelectenerg-4802	98	18	wsn	wsn	PROPN
fuelectenerg-4802	98	19	.	.	PUNCT
fuelectenerg-4802	99	1	the	the	DET
fuelectenerg-4802	99	2	performance	performance	NOUN
fuelectenerg-4802	99	3	of	of	ADP
fuelectenerg-4802	99	4	the	the	DET
fuelectenerg-4802	99	5	security	security	NOUN
fuelectenerg-4802	99	6	mechanism	mechanism	NOUN
fuelectenerg-4802	99	7	designed	design	VERB
fuelectenerg-4802	99	8	in	in	ADP
fuelectenerg-4802	99	9	this	this	DET
fuelectenerg-4802	99	10	manner	manner	NOUN
fuelectenerg-4802	99	11	can	can	AUX
fuelectenerg-4802	99	12	be	be	AUX
fuelectenerg-4802	99	13	influenced	influence	VERB
fuelectenerg-4802	99	14	by	by	ADP
fuelectenerg-4802	99	15	the	the	DET
fuelectenerg-4802	99	16	number	number	NOUN
fuelectenerg-4802	99	17	of	of	ADP
fuelectenerg-4802	99	18	features	feature	NOUN
fuelectenerg-4802	99	19	of	of	ADP
fuelectenerg-4802	99	20	the	the	DET
fuelectenerg-4802	99	21	dataset	dataset	NOUN
fuelectenerg-4802	99	22	.	.	PUNCT
fuelectenerg-4802	100	1	different	different	ADJ
fuelectenerg-4802	100	2	kinds	kind	NOUN
fuelectenerg-4802	100	3	of	of	ADP
fuelectenerg-4802	100	4	feature	feature	NOUN
fuelectenerg-4802	100	5	selection	selection	NOUN
fuelectenerg-4802	100	6	methods	method	NOUN
fuelectenerg-4802	100	7	can	can	AUX
fuelectenerg-4802	100	8	be	be	AUX
fuelectenerg-4802	100	9	used	use	VERB
fuelectenerg-4802	100	10	to	to	PART
fuelectenerg-4802	100	11	achieve	achieve	VERB
fuelectenerg-4802	100	12	varying	vary	VERB
fuelectenerg-4802	100	13	results	result	NOUN
fuelectenerg-4802	100	14	.	.	PUNCT
fuelectenerg-4802	101	1	this	this	PRON
fuelectenerg-4802	101	2	is	be	AUX
fuelectenerg-4802	101	3	because	because	SCONJ
fuelectenerg-4802	101	4	of	of	ADP
fuelectenerg-4802	101	5	the	the	DET
fuelectenerg-4802	101	6	resource	resource	NOUN
fuelectenerg-4802	101	7	limitation	limitation	NOUN
fuelectenerg-4802	101	8	characterizing	characterize	VERB
fuelectenerg-4802	101	9	wsns	wsns	NOUN
fuelectenerg-4802	101	10	.	.	PUNCT
fuelectenerg-4802	102	1	therefore	therefore	ADV
fuelectenerg-4802	102	2	,	,	PUNCT
fuelectenerg-4802	102	3	a	a	DET
fuelectenerg-4802	102	4	combination	combination	NOUN
fuelectenerg-4802	102	5	of	of	ADP
fuelectenerg-4802	102	6	different	different	ADJ
fuelectenerg-4802	102	7	feature	feature	NOUN
fuelectenerg-4802	102	8	selection	selection	NOUN
fuelectenerg-4802	102	9	methods	method	NOUN
fuelectenerg-4802	102	10	that	that	PRON
fuelectenerg-4802	102	11	considers	consider	VERB
fuelectenerg-4802	102	12	the	the	DET
fuelectenerg-4802	102	13	resource	resource	NOUN
fuelectenerg-4802	102	14	constraints	constraint	NOUN
fuelectenerg-4802	102	15	in	in	ADP
fuelectenerg-4802	102	16	wsn	wsn	PROPN
fuelectenerg-4802	102	17	is	be	AUX
fuelectenerg-4802	102	18	required	require	VERB
fuelectenerg-4802	102	19	.	.	PUNCT
fuelectenerg-4802	103	1	a	a	DET
fuelectenerg-4802	103	2	strategy	strategy	NOUN
fuelectenerg-4802	103	3	that	that	PRON
fuelectenerg-4802	103	4	uses	use	VERB
fuelectenerg-4802	103	5	multiple	multiple	ADJ
fuelectenerg-4802	103	6	algorithms	algorithm	NOUN
fuelectenerg-4802	103	7	that	that	PRON
fuelectenerg-4802	103	8	harness	harness	VERB
fuelectenerg-4802	103	9	its	its	PRON
fuelectenerg-4802	103	10	features	feature	NOUN
fuelectenerg-4802	103	11	will	will	AUX
fuelectenerg-4802	103	12	be	be	AUX
fuelectenerg-4802	103	13	advantageous	advantageous	ADJ
fuelectenerg-4802	103	14	in	in	ADP
fuelectenerg-4802	103	15	classifying	classify	VERB
fuelectenerg-4802	103	16	the	the	DET
fuelectenerg-4802	103	17	type	type	NOUN
fuelectenerg-4802	103	18	of	of	ADP
fuelectenerg-4802	103	19	attack	attack	NOUN
fuelectenerg-4802	103	20	in	in	ADP
fuelectenerg-4802	103	21	wsns	wsns	PROPN
fuelectenerg-4802	103	22	.	.	PUNCT
fuelectenerg-4802	104	1	feature	feature	NOUN
fuelectenerg-4802	104	2	selection	selection	NOUN
fuelectenerg-4802	104	3	for	for	ADP
fuelectenerg-4802	104	4	intrusion	intrusion	NOUN
fuelectenerg-4802	104	5	detection	detection	NOUN
fuelectenerg-4802	104	6	system	system	NOUN
fuelectenerg-4802	104	7	in	in	ADP
fuelectenerg-4802	104	8	a	a	DET
fuelectenerg-4802	104	9	cluster	cluster	NOUN
fuelectenerg-4802	104	10	-	-	PUNCT
fuelectenerg-4802	104	11	based	base	VERB
fuelectenerg-4802	104	12	heterogeneous	heterogeneous	ADJ
fuelectenerg-4802	104	13	wireless	wireless	ADJ
fuelectenerg-4802	104	14	sensor	sensor	NOUN
fuelectenerg-4802	104	15	network	network	NOUN
fuelectenerg-4802	104	16	319	319	NUM
fuelectenerg-4802	104	17	considering	consider	VERB
fuelectenerg-4802	104	18	the	the	DET
fuelectenerg-4802	104	19	resource	resource	NOUN
fuelectenerg-4802	104	20	limitation	limitation	NOUN
fuelectenerg-4802	104	21	that	that	PRON
fuelectenerg-4802	104	22	characterize	characterize	VERB
fuelectenerg-4802	104	23	wsns	wsns	NOUN
fuelectenerg-4802	104	24	,	,	PUNCT
fuelectenerg-4802	104	25	this	this	DET
fuelectenerg-4802	104	26	work	work	NOUN
fuelectenerg-4802	104	27	proposes	propose	VERB
fuelectenerg-4802	104	28	a	a	DET
fuelectenerg-4802	104	29	feature	feature	NOUN
fuelectenerg-4802	104	30	selection	selection	NOUN
fuelectenerg-4802	104	31	method	method	NOUN
fuelectenerg-4802	104	32	by	by	ADP
fuelectenerg-4802	104	33	combining	combine	VERB
fuelectenerg-4802	104	34	the	the	DET
fuelectenerg-4802	104	35	trio	trio	NOUN
fuelectenerg-4802	104	36	of	of	ADP
fuelectenerg-4802	104	37	gain	gain	NOUN
fuelectenerg-4802	104	38	ratio	ratio	NOUN
fuelectenerg-4802	104	39	,	,	PUNCT
fuelectenerg-4802	104	40	chi	chi	NOUN
fuelectenerg-4802	104	41	-	-	PUNCT
fuelectenerg-4802	104	42	squared	square	VERB
fuelectenerg-4802	104	43	and	and	CCONJ
fuelectenerg-4802	104	44	relieff	relieff	NOUN
fuelectenerg-4802	104	45	(	(	PUNCT
fuelectenerg-4802	104	46	triple	triple	ADJ
fuelectenerg-4802	104	47	-	-	PUNCT
fuelectenerg-4802	104	48	filter	filter	NOUN
fuelectenerg-4802	104	49	)	)	PUNCT
fuelectenerg-4802	104	50	to	to	PART
fuelectenerg-4802	104	51	select	select	VERB
fuelectenerg-4802	104	52	one	one	NUM
fuelectenerg-4802	104	53	-	-	PUNCT
fuelectenerg-4802	104	54	third	third	NOUN
fuelectenerg-4802	104	55	split	split	NOUN
fuelectenerg-4802	104	56	(	(	PUNCT
fuelectenerg-4802	104	57	14	14	NUM
fuelectenerg-4802	104	58	features	feature	NOUN
fuelectenerg-4802	104	59	)	)	PUNCT
fuelectenerg-4802	104	60	from	from	ADP
fuelectenerg-4802	104	61	the	the	DET
fuelectenerg-4802	104	62	initial	initial	ADJ
fuelectenerg-4802	104	63	41	41	NUM
fuelectenerg-4802	104	64	features	feature	NOUN
fuelectenerg-4802	104	65	of	of	ADP
fuelectenerg-4802	104	66	the	the	DET
fuelectenerg-4802	104	67	dataset	dataset	NOUN
fuelectenerg-4802	104	68	.	.	PUNCT
fuelectenerg-4802	105	1	this	this	PRON
fuelectenerg-4802	105	2	will	will	AUX
fuelectenerg-4802	105	3	significantly	significantly	ADV
fuelectenerg-4802	105	4	reduce	reduce	VERB
fuelectenerg-4802	105	5	the	the	DET
fuelectenerg-4802	105	6	complexity	complexity	NOUN
fuelectenerg-4802	105	7	of	of	ADP
fuelectenerg-4802	105	8	the	the	DET
fuelectenerg-4802	105	9	ids	id	NOUN
fuelectenerg-4802	105	10	and	and	CCONJ
fuelectenerg-4802	105	11	minimize	minimize	VERB
fuelectenerg-4802	105	12	the	the	DET
fuelectenerg-4802	105	13	energy	energy	NOUN
fuelectenerg-4802	105	14	consumed	consume	VERB
fuelectenerg-4802	105	15	during	during	ADP
fuelectenerg-4802	105	16	intrusion	intrusion	NOUN
fuelectenerg-4802	105	17	detection	detection	NOUN
fuelectenerg-4802	105	18	.	.	PUNCT
fuelectenerg-4802	106	1	more	more	ADV
fuelectenerg-4802	106	2	so	so	ADV
fuelectenerg-4802	106	3	,	,	PUNCT
fuelectenerg-4802	106	4	this	this	DET
fuelectenerg-4802	106	5	filter	filter	NOUN
fuelectenerg-4802	106	6	feature	feature	NOUN
fuelectenerg-4802	106	7	selection	selection	NOUN
fuelectenerg-4802	106	8	method	method	NOUN
fuelectenerg-4802	106	9	offers	offer	VERB
fuelectenerg-4802	106	10	high	high	ADJ
fuelectenerg-4802	106	11	detection	detection	NOUN
fuelectenerg-4802	106	12	rate	rate	NOUN
fuelectenerg-4802	106	13	with	with	ADP
fuelectenerg-4802	106	14	good	good	ADJ
fuelectenerg-4802	106	15	classification	classification	NOUN
fuelectenerg-4802	106	16	accuracy	accuracy	NOUN
fuelectenerg-4802	106	17	and	and	CCONJ
fuelectenerg-4802	106	18	a	a	DET
fuelectenerg-4802	106	19	low	low	ADJ
fuelectenerg-4802	106	20	false	false	ADJ
fuelectenerg-4802	106	21	alarm	alarm	NOUN
fuelectenerg-4802	106	22	rate	rate	NOUN
fuelectenerg-4802	106	23	as	as	SCONJ
fuelectenerg-4802	106	24	shown	show	VERB
fuelectenerg-4802	106	25	in	in	ADP
fuelectenerg-4802	106	26	table	table	NOUN
fuelectenerg-4802	106	27	4	4	NUM
fuelectenerg-4802	106	28	.	.	NOUN
fuelectenerg-4802	107	1	3	3	NUM
fuelectenerg-4802	107	2	.	.	NOUN
fuelectenerg-4802	107	3	wsn	wsn	ADJ
fuelectenerg-4802	107	4	architecture	architecture	NOUN
fuelectenerg-4802	107	5	and	and	CCONJ
fuelectenerg-4802	107	6	proposed	propose	VERB
fuelectenerg-4802	107	7	ids	id	NOUN
fuelectenerg-4802	107	8	the	the	DET
fuelectenerg-4802	107	9	deployment	deployment	NOUN
fuelectenerg-4802	107	10	of	of	ADP
fuelectenerg-4802	107	11	wsns	wsns	NOUN
fuelectenerg-4802	107	12	is	be	AUX
fuelectenerg-4802	107	13	often	often	ADV
fuelectenerg-4802	107	14	made	make	VERB
fuelectenerg-4802	107	15	up	up	ADP
fuelectenerg-4802	107	16	of	of	ADP
fuelectenerg-4802	107	17	tens	tens	NUM
fuelectenerg-4802	107	18	to	to	PART
fuelectenerg-4802	107	19	hundred	hundred	NUM
fuelectenerg-4802	107	20	thousand	thousand	NUM
fuelectenerg-4802	107	21	of	of	ADP
fuelectenerg-4802	107	22	autonomous	autonomous	ADJ
fuelectenerg-4802	107	23	sns	sns	PROPN
fuelectenerg-4802	107	24	that	that	PRON
fuelectenerg-4802	107	25	function	function	VERB
fuelectenerg-4802	107	26	via	via	ADP
fuelectenerg-4802	107	27	member	member	NOUN
fuelectenerg-4802	107	28	node	node	NOUN
fuelectenerg-4802	107	29	communication	communication	NOUN
fuelectenerg-4802	107	30	.	.	PUNCT
fuelectenerg-4802	108	1	this	this	PRON
fuelectenerg-4802	108	2	is	be	AUX
fuelectenerg-4802	108	3	necessary	necessary	ADJ
fuelectenerg-4802	108	4	as	as	SCONJ
fuelectenerg-4802	108	5	a	a	DET
fuelectenerg-4802	108	6	single	single	ADJ
fuelectenerg-4802	108	7	sensor	sensor	NOUN
fuelectenerg-4802	108	8	node	node	NOUN
fuelectenerg-4802	108	9	only	only	ADV
fuelectenerg-4802	108	10	covers	cover	VERB
fuelectenerg-4802	108	11	a	a	DET
fuelectenerg-4802	108	12	small	small	ADJ
fuelectenerg-4802	108	13	area	area	NOUN
fuelectenerg-4802	108	14	,	,	PUNCT
fuelectenerg-4802	108	15	therefore	therefore	ADV
fuelectenerg-4802	108	16	can	can	AUX
fuelectenerg-4802	108	17	only	only	ADV
fuelectenerg-4802	108	18	provide	provide	VERB
fuelectenerg-4802	108	19	limited	limited	ADJ
fuelectenerg-4802	108	20	information	information	NOUN
fuelectenerg-4802	108	21	.	.	PUNCT
fuelectenerg-4802	109	1	this	this	DET
fuelectenerg-4802	109	2	single	single	ADJ
fuelectenerg-4802	109	3	node	node	NOUN
fuelectenerg-4802	109	4	deployment	deployment	NOUN
fuelectenerg-4802	109	5	limitation	limitation	NOUN
fuelectenerg-4802	109	6	has	have	AUX
fuelectenerg-4802	109	7	brought	bring	VERB
fuelectenerg-4802	109	8	forth	forth	ADP
fuelectenerg-4802	109	9	the	the	DET
fuelectenerg-4802	109	10	introduction	introduction	NOUN
fuelectenerg-4802	109	11	of	of	ADP
fuelectenerg-4802	109	12	networks	network	NOUN
fuelectenerg-4802	109	13	of	of	ADP
fuelectenerg-4802	109	14	sns	sns	PROPN
fuelectenerg-4802	109	15	,	,	PUNCT
fuelectenerg-4802	109	16	that	that	PRON
fuelectenerg-4802	109	17	are	be	AUX
fuelectenerg-4802	109	18	selforganising	selforganise	VERB
fuelectenerg-4802	109	19	and	and	CCONJ
fuelectenerg-4802	109	20	collaborative	collaborative	ADJ
fuelectenerg-4802	109	21	,	,	PUNCT
fuelectenerg-4802	109	22	to	to	PART
fuelectenerg-4802	109	23	achieve	achieve	VERB
fuelectenerg-4802	109	24	a	a	DET
fuelectenerg-4802	109	25	wider	wide	ADJ
fuelectenerg-4802	109	26	coverage	coverage	NOUN
fuelectenerg-4802	109	27	over	over	ADP
fuelectenerg-4802	109	28	a	a	DET
fuelectenerg-4802	109	29	large	large	ADJ
fuelectenerg-4802	109	30	environment	environment	NOUN
fuelectenerg-4802	109	31	.	.	PUNCT
fuelectenerg-4802	110	1	the	the	DET
fuelectenerg-4802	110	2	sns	sns	PROPN
fuelectenerg-4802	110	3	monitor	monitor	PROPN
fuelectenerg-4802	110	4	,	,	PUNCT
fuelectenerg-4802	110	5	sense	sense	NOUN
fuelectenerg-4802	110	6	,	,	PUNCT
fuelectenerg-4802	110	7	computes	compute	NOUN
fuelectenerg-4802	110	8	and	and	CCONJ
fuelectenerg-4802	110	9	transmits	transmit	NOUN
fuelectenerg-4802	110	10	the	the	DET
fuelectenerg-4802	110	11	observed	observed	ADJ
fuelectenerg-4802	110	12	and	and	CCONJ
fuelectenerg-4802	110	13	measured	measure	VERB
fuelectenerg-4802	110	14	condition	condition	NOUN
fuelectenerg-4802	110	15	of	of	ADP
fuelectenerg-4802	110	16	the	the	DET
fuelectenerg-4802	110	17	environment	environment	NOUN
fuelectenerg-4802	110	18	to	to	PART
fuelectenerg-4802	110	19	relay	relay	VERB
fuelectenerg-4802	110	20	the	the	DET
fuelectenerg-4802	110	21	information	information	NOUN
fuelectenerg-4802	110	22	to	to	ADP
fuelectenerg-4802	110	23	the	the	DET
fuelectenerg-4802	110	24	intended	intend	VERB
fuelectenerg-4802	110	25	user	user	NOUN
fuelectenerg-4802	110	26	through	through	ADP
fuelectenerg-4802	110	27	the	the	DET
fuelectenerg-4802	110	28	base	base	NOUN
fuelectenerg-4802	110	29	station	station	NOUN
fuelectenerg-4802	110	30	.	.	PUNCT
fuelectenerg-4802	111	1	a	a	DET
fuelectenerg-4802	111	2	typical	typical	ADJ
fuelectenerg-4802	111	3	sensor	sensor	NOUN
fuelectenerg-4802	111	4	node	node	NOUN
fuelectenerg-4802	111	5	consists	consist	VERB
fuelectenerg-4802	111	6	of	of	ADP
fuelectenerg-4802	111	7	sensor	sensor	NOUN
fuelectenerg-4802	111	8	components	component	NOUN
fuelectenerg-4802	111	9	,	,	PUNCT
fuelectenerg-4802	111	10	microprocessor	microprocessor	NOUN
fuelectenerg-4802	111	11	components	component	NOUN
fuelectenerg-4802	111	12	and	and	CCONJ
fuelectenerg-4802	111	13	wireless	wireless	ADJ
fuelectenerg-4802	111	14	radio	radio	NOUN
fuelectenerg-4802	111	15	.	.	PUNCT
fuelectenerg-4802	112	1	the	the	DET
fuelectenerg-4802	112	2	sensor	sensor	NOUN
fuelectenerg-4802	112	3	component	component	NOUN
fuelectenerg-4802	112	4	measure	measure	NOUN
fuelectenerg-4802	112	5	the	the	DET
fuelectenerg-4802	112	6	condition	condition	NOUN
fuelectenerg-4802	112	7	of	of	ADP
fuelectenerg-4802	112	8	the	the	DET
fuelectenerg-4802	112	9	observed	observe	VERB
fuelectenerg-4802	112	10	environment	environment	NOUN
fuelectenerg-4802	112	11	of	of	ADP
fuelectenerg-4802	112	12	interest	interest	NOUN
fuelectenerg-4802	112	13	while	while	SCONJ
fuelectenerg-4802	112	14	the	the	DET
fuelectenerg-4802	112	15	microprocessor	microprocessor	NOUN
fuelectenerg-4802	112	16	component	component	NOUN
fuelectenerg-4802	112	17	embedded	embed	VERB
fuelectenerg-4802	112	18	in	in	ADP
fuelectenerg-4802	112	19	the	the	DET
fuelectenerg-4802	112	20	node	node	NOUN
fuelectenerg-4802	112	21	is	be	AUX
fuelectenerg-4802	112	22	used	use	VERB
fuelectenerg-4802	112	23	to	to	PART
fuelectenerg-4802	112	24	intelligently	intelligently	ADV
fuelectenerg-4802	112	25	compute	compute	VERB
fuelectenerg-4802	112	26	the	the	DET
fuelectenerg-4802	112	27	obtained	obtain	VERB
fuelectenerg-4802	112	28	information	information	NOUN
fuelectenerg-4802	112	29	[	[	X
fuelectenerg-4802	112	30	1	1	NUM
fuelectenerg-4802	112	31	]	]	PUNCT
fuelectenerg-4802	112	32	.	.	PUNCT
fuelectenerg-4802	113	1	the	the	DET
fuelectenerg-4802	113	2	wireless	wireless	ADJ
fuelectenerg-4802	113	3	radio	radio	NOUN
fuelectenerg-4802	113	4	component	component	NOUN
fuelectenerg-4802	113	5	of	of	ADP
fuelectenerg-4802	113	6	the	the	DET
fuelectenerg-4802	113	7	sensor	sensor	NOUN
fuelectenerg-4802	113	8	node	node	NOUN
fuelectenerg-4802	113	9	is	be	AUX
fuelectenerg-4802	113	10	used	use	VERB
fuelectenerg-4802	113	11	to	to	PART
fuelectenerg-4802	113	12	initiate	initiate	VERB
fuelectenerg-4802	113	13	communication	communication	NOUN
fuelectenerg-4802	113	14	between	between	ADP
fuelectenerg-4802	113	15	neighbouring	neighbouring	ADJ
fuelectenerg-4802	113	16	sensor	sensor	NOUN
fuelectenerg-4802	113	17	nodes	node	NOUN
fuelectenerg-4802	113	18	in	in	ADP
fuelectenerg-4802	113	19	wsn	wsn	PROPN
fuelectenerg-4802	113	20	.	.	PUNCT
fuelectenerg-4802	114	1	a	a	DET
fuelectenerg-4802	114	2	significant	significant	ADJ
fuelectenerg-4802	114	3	benefit	benefit	NOUN
fuelectenerg-4802	114	4	of	of	ADP
fuelectenerg-4802	114	5	sensor	sensor	NOUN
fuelectenerg-4802	114	6	network	network	NOUN
fuelectenerg-4802	114	7	deployment	deployment	NOUN
fuelectenerg-4802	114	8	is	be	AUX
fuelectenerg-4802	114	9	its	its	PRON
fuelectenerg-4802	114	10	ability	ability	NOUN
fuelectenerg-4802	114	11	to	to	PART
fuelectenerg-4802	114	12	extend	extend	VERB
fuelectenerg-4802	114	13	its	its	PRON
fuelectenerg-4802	114	14	coverage	coverage	NOUN
fuelectenerg-4802	114	15	area	area	NOUN
fuelectenerg-4802	114	16	to	to	ADP
fuelectenerg-4802	114	17	environments	environment	NOUN
fuelectenerg-4802	114	18	where	where	SCONJ
fuelectenerg-4802	114	19	it	it	PRON
fuelectenerg-4802	114	20	is	be	AUX
fuelectenerg-4802	114	21	near	near	ADV
fuelectenerg-4802	114	22	impossible	impossible	ADJ
fuelectenerg-4802	114	23	for	for	SCONJ
fuelectenerg-4802	114	24	human	human	ADJ
fuelectenerg-4802	114	25	beings	being	NOUN
fuelectenerg-4802	114	26	to	to	PART
fuelectenerg-4802	114	27	access	access	VERB
fuelectenerg-4802	114	28	.	.	PUNCT
fuelectenerg-4802	115	1	when	when	SCONJ
fuelectenerg-4802	115	2	categorizing	categorize	VERB
fuelectenerg-4802	115	3	wsns	wsns	NOUN
fuelectenerg-4802	115	4	,	,	PUNCT
fuelectenerg-4802	115	5	environment	environment	VERB
fuelectenerg-4802	115	6	the	the	DET
fuelectenerg-4802	115	7	sensor	sensor	NOUN
fuelectenerg-4802	115	8	nodes	node	NOUN
fuelectenerg-4802	115	9	are	be	AUX
fuelectenerg-4802	115	10	deployed	deploy	VERB
fuelectenerg-4802	115	11	can	can	AUX
fuelectenerg-4802	115	12	be	be	AUX
fuelectenerg-4802	115	13	used	use	VERB
fuelectenerg-4802	115	14	.	.	PUNCT
fuelectenerg-4802	116	1	the	the	DET
fuelectenerg-4802	116	2	work	work	NOUN
fuelectenerg-4802	116	3	in	in	ADP
fuelectenerg-4802	116	4	[	[	X
fuelectenerg-4802	116	5	18	18	NUM
fuelectenerg-4802	116	6	]	]	PUNCT
fuelectenerg-4802	116	7	described	describe	VERB
fuelectenerg-4802	116	8	five	five	NUM
fuelectenerg-4802	116	9	types	type	NOUN
fuelectenerg-4802	116	10	of	of	ADP
fuelectenerg-4802	116	11	wsn	wsn	NOUN
fuelectenerg-4802	116	12	,	,	PUNCT
fuelectenerg-4802	116	13	namely	namely	ADV
fuelectenerg-4802	116	14	:	:	PUNCT
fuelectenerg-4802	116	15	underground	underground	PROPN
fuelectenerg-4802	116	16	wsn	wsn	PROPN
fuelectenerg-4802	116	17	,	,	PUNCT
fuelectenerg-4802	116	18	terrestrial	terrestrial	ADJ
fuelectenerg-4802	116	19	wsn	wsn	NOUN
fuelectenerg-4802	116	20	,	,	PUNCT
fuelectenerg-4802	116	21	underwater	underwater	NOUN
fuelectenerg-4802	116	22	wsn	wsn	NOUN
fuelectenerg-4802	116	23	,	,	PUNCT
fuelectenerg-4802	116	24	multi	multi	ADJ
fuelectenerg-4802	116	25	-	-	ADJ
fuelectenerg-4802	116	26	media	medium	NOUN
fuelectenerg-4802	116	27	wsn	wsn	NOUN
fuelectenerg-4802	116	28	and	and	CCONJ
fuelectenerg-4802	116	29	mobile	mobile	ADJ
fuelectenerg-4802	116	30	wsn	wsn	PROPN
fuelectenerg-4802	116	31	.	.	PUNCT
fuelectenerg-4802	117	1	in	in	ADP
fuelectenerg-4802	117	2	underground	underground	ADJ
fuelectenerg-4802	117	3	wsn	wsn	PROPN
fuelectenerg-4802	117	4	deployment	deployment	NOUN
fuelectenerg-4802	117	5	,	,	PUNCT
fuelectenerg-4802	117	6	sensor	sensor	NOUN
fuelectenerg-4802	117	7	nodes	node	NOUN
fuelectenerg-4802	117	8	are	be	AUX
fuelectenerg-4802	117	9	buried	bury	VERB
fuelectenerg-4802	117	10	under	under	ADP
fuelectenerg-4802	117	11	the	the	DET
fuelectenerg-4802	117	12	surface	surface	NOUN
fuelectenerg-4802	117	13	of	of	ADP
fuelectenerg-4802	117	14	the	the	DET
fuelectenerg-4802	117	15	ground	ground	NOUN
fuelectenerg-4802	117	16	to	to	PART
fuelectenerg-4802	117	17	monitor	monitor	VERB
fuelectenerg-4802	117	18	and	and	CCONJ
fuelectenerg-4802	117	19	sense	sense	VERB
fuelectenerg-4802	117	20	its	its	PRON
fuelectenerg-4802	117	21	condition	condition	NOUN
fuelectenerg-4802	117	22	.	.	PUNCT
fuelectenerg-4802	118	1	these	these	DET
fuelectenerg-4802	118	2	sensor	sensor	NOUN
fuelectenerg-4802	118	3	nodes	node	NOUN
fuelectenerg-4802	118	4	transmit	transmit	VERB
fuelectenerg-4802	118	5	the	the	DET
fuelectenerg-4802	118	6	sensed	sensed	ADJ
fuelectenerg-4802	118	7	information	information	NOUN
fuelectenerg-4802	118	8	to	to	ADP
fuelectenerg-4802	118	9	the	the	DET
fuelectenerg-4802	118	10	sink	sink	NOUN
fuelectenerg-4802	118	11	node	node	NOUN
fuelectenerg-4802	118	12	,	,	PUNCT
fuelectenerg-4802	118	13	which	which	PRON
fuelectenerg-4802	118	14	is	be	AUX
fuelectenerg-4802	118	15	placed	place	VERB
fuelectenerg-4802	118	16	above	above	ADP
fuelectenerg-4802	118	17	the	the	DET
fuelectenerg-4802	118	18	ground	ground	NOUN
fuelectenerg-4802	118	19	,	,	PUNCT
fuelectenerg-4802	118	20	to	to	PART
fuelectenerg-4802	118	21	relay	relay	VERB
fuelectenerg-4802	118	22	it	it	PRON
fuelectenerg-4802	118	23	to	to	ADP
fuelectenerg-4802	118	24	the	the	DET
fuelectenerg-4802	118	25	base	base	NOUN
fuelectenerg-4802	118	26	station	station	NOUN
fuelectenerg-4802	118	27	.	.	PUNCT
fuelectenerg-4802	119	1	terrestrial	terrestrial	ADJ
fuelectenerg-4802	119	2	wsn	wsn	PROPN
fuelectenerg-4802	119	3	,	,	PUNCT
fuelectenerg-4802	119	4	on	on	ADP
fuelectenerg-4802	119	5	the	the	DET
fuelectenerg-4802	119	6	other	other	ADJ
fuelectenerg-4802	119	7	hand	hand	NOUN
fuelectenerg-4802	119	8	,	,	PUNCT
fuelectenerg-4802	119	9	consist	consist	VERB
fuelectenerg-4802	119	10	of	of	ADP
fuelectenerg-4802	119	11	several	several	ADJ
fuelectenerg-4802	119	12	cheap	cheap	ADJ
fuelectenerg-4802	119	13	sensor	sensor	NOUN
fuelectenerg-4802	119	14	nodes	node	NOUN
fuelectenerg-4802	119	15	deployed	deploy	VERB
fuelectenerg-4802	119	16	on	on	ADP
fuelectenerg-4802	119	17	a	a	DET
fuelectenerg-4802	119	18	specific	specific	ADJ
fuelectenerg-4802	119	19	area	area	NOUN
fuelectenerg-4802	119	20	of	of	ADP
fuelectenerg-4802	119	21	interest	interest	NOUN
fuelectenerg-4802	119	22	,	,	PUNCT
fuelectenerg-4802	119	23	on	on	ADP
fuelectenerg-4802	119	24	the	the	DET
fuelectenerg-4802	119	25	surface	surface	NOUN
fuelectenerg-4802	119	26	of	of	ADP
fuelectenerg-4802	119	27	the	the	DET
fuelectenerg-4802	119	28	earth	earth	NOUN
fuelectenerg-4802	119	29	in	in	ADP
fuelectenerg-4802	119	30	a	a	DET
fuelectenerg-4802	119	31	pre	pre	ADJ
fuelectenerg-4802	119	32	-	-	ADJ
fuelectenerg-4802	119	33	planned	planned	ADJ
fuelectenerg-4802	119	34	or	or	CCONJ
fuelectenerg-4802	119	35	ad	ad	X
fuelectenerg-4802	119	36	hoc	hoc	X
fuelectenerg-4802	119	37	way	way	NOUN
fuelectenerg-4802	119	38	.	.	PUNCT
fuelectenerg-4802	120	1	the	the	DET
fuelectenerg-4802	120	2	pre	pre	ADJ
fuelectenerg-4802	120	3	-	-	ADJ
fuelectenerg-4802	120	4	planned	planned	ADJ
fuelectenerg-4802	120	5	deployment	deployment	NOUN
fuelectenerg-4802	120	6	involves	involve	VERB
fuelectenerg-4802	120	7	the	the	DET
fuelectenerg-4802	120	8	optimal	optimal	ADJ
fuelectenerg-4802	120	9	placement	placement	NOUN
fuelectenerg-4802	120	10	of	of	ADP
fuelectenerg-4802	120	11	sensor	sensor	NOUN
fuelectenerg-4802	120	12	nodes	node	NOUN
fuelectenerg-4802	120	13	,	,	PUNCT
fuelectenerg-4802	120	14	such	such	ADJ
fuelectenerg-4802	120	15	as	as	ADP
fuelectenerg-4802	120	16	grid	grid	NOUN
fuelectenerg-4802	120	17	placement	placement	NOUN
fuelectenerg-4802	120	18	and	and	CCONJ
fuelectenerg-4802	120	19	3	3	NUM
fuelectenerg-4802	120	20	-	-	SYM
fuelectenerg-4802	120	21	d	d	NOUN
fuelectenerg-4802	120	22	placement	placement	NOUN
fuelectenerg-4802	120	23	model	model	NOUN
fuelectenerg-4802	120	24	[	[	X
fuelectenerg-4802	120	25	19	19	NUM
fuelectenerg-4802	120	26	]	]	PUNCT
fuelectenerg-4802	120	27	,	,	PUNCT
fuelectenerg-4802	120	28	while	while	SCONJ
fuelectenerg-4802	120	29	in	in	ADP
fuelectenerg-4802	120	30	ad	ad	X
fuelectenerg-4802	120	31	hoc	hoc	X
fuelectenerg-4802	120	32	deployment	deployment	NOUN
fuelectenerg-4802	120	33	,	,	PUNCT
fuelectenerg-4802	120	34	sensor	sensor	NOUN
fuelectenerg-4802	120	35	nodes	node	NOUN
fuelectenerg-4802	120	36	are	be	AUX
fuelectenerg-4802	120	37	randomly	randomly	ADV
fuelectenerg-4802	120	38	deployed	deploy	VERB
fuelectenerg-4802	120	39	.	.	PUNCT
fuelectenerg-4802	121	1	underwater	underwater	NOUN
fuelectenerg-4802	121	2	wsn	wsn	PROPN
fuelectenerg-4802	121	3	deployment	deployment	NOUN
fuelectenerg-4802	121	4	are	be	AUX
fuelectenerg-4802	121	5	instances	instance	NOUN
fuelectenerg-4802	121	6	where	where	SCONJ
fuelectenerg-4802	121	7	the	the	DET
fuelectenerg-4802	121	8	sensor	sensor	NOUN
fuelectenerg-4802	121	9	nodes	node	NOUN
fuelectenerg-4802	121	10	are	be	AUX
fuelectenerg-4802	121	11	deployed	deploy	VERB
fuelectenerg-4802	121	12	under	under	ADP
fuelectenerg-4802	121	13	the	the	DET
fuelectenerg-4802	121	14	water	water	NOUN
fuelectenerg-4802	121	15	body	body	NOUN
fuelectenerg-4802	121	16	to	to	PART
fuelectenerg-4802	121	17	sense	sense	VERB
fuelectenerg-4802	121	18	,	,	PUNCT
fuelectenerg-4802	121	19	explore	explore	VERB
fuelectenerg-4802	121	20	and	and	CCONJ
fuelectenerg-4802	121	21	gather	gather	VERB
fuelectenerg-4802	121	22	information	information	NOUN
fuelectenerg-4802	121	23	about	about	ADP
fuelectenerg-4802	121	24	a	a	DET
fuelectenerg-4802	121	25	subject	subject	ADJ
fuelectenerg-4802	121	26	matter	matter	NOUN
fuelectenerg-4802	121	27	and	and	CCONJ
fuelectenerg-4802	121	28	transmits	transmit	VERB
fuelectenerg-4802	121	29	this	this	DET
fuelectenerg-4802	121	30	information	information	NOUN
fuelectenerg-4802	121	31	using	use	VERB
fuelectenerg-4802	121	32	acoustic	acoustic	ADJ
fuelectenerg-4802	121	33	wave	wave	NOUN
fuelectenerg-4802	121	34	[	[	X
fuelectenerg-4802	121	35	20	20	NUM
fuelectenerg-4802	121	36	]	]	PUNCT
fuelectenerg-4802	121	37	.	.	PUNCT
fuelectenerg-4802	122	1	underwater	underwater	NOUN
fuelectenerg-4802	122	2	wsn	wsn	PROPN
fuelectenerg-4802	122	3	presents	present	VERB
fuelectenerg-4802	122	4	a	a	DET
fuelectenerg-4802	122	5	sparse	sparse	ADJ
fuelectenerg-4802	122	6	sensor	sensor	NOUN
fuelectenerg-4802	122	7	node	node	NOUN
fuelectenerg-4802	122	8	deployment	deployment	NOUN
fuelectenerg-4802	122	9	as	as	SCONJ
fuelectenerg-4802	122	10	compared	compare	VERB
fuelectenerg-4802	122	11	to	to	ADP
fuelectenerg-4802	122	12	the	the	DET
fuelectenerg-4802	122	13	dense	dense	ADJ
fuelectenerg-4802	122	14	deployment	deployment	NOUN
fuelectenerg-4802	122	15	of	of	ADP
fuelectenerg-4802	122	16	terrestrial	terrestrial	ADJ
fuelectenerg-4802	122	17	wsn	wsn	PROPN
fuelectenerg-4802	122	18	.	.	PUNCT
fuelectenerg-4802	123	1	multi	multi	ADJ
fuelectenerg-4802	123	2	-	-	ADJ
fuelectenerg-4802	123	3	media	media	ADJ
fuelectenerg-4802	123	4	wsn	wsn	NOUN
fuelectenerg-4802	123	5	are	be	AUX
fuelectenerg-4802	123	6	sensor	sensor	NOUN
fuelectenerg-4802	123	7	nodes	node	NOUN
fuelectenerg-4802	123	8	equipped	equip	VERB
fuelectenerg-4802	123	9	with	with	ADP
fuelectenerg-4802	123	10	cameras	camera	NOUN
fuelectenerg-4802	123	11	and	and	CCONJ
fuelectenerg-4802	123	12	microphones	microphone	NOUN
fuelectenerg-4802	123	13	to	to	PART
fuelectenerg-4802	123	14	ensure	ensure	VERB
fuelectenerg-4802	123	15	the	the	DET
fuelectenerg-4802	123	16	efficient	efficient	ADJ
fuelectenerg-4802	123	17	monitoring	monitoring	NOUN
fuelectenerg-4802	123	18	and	and	CCONJ
fuelectenerg-4802	123	19	tracking	tracking	NOUN
fuelectenerg-4802	123	20	of	of	ADP
fuelectenerg-4802	123	21	multi	multi	ADJ
fuelectenerg-4802	123	22	-	-	ADJ
fuelectenerg-4802	123	23	media	media	ADJ
fuelectenerg-4802	123	24	events	event	NOUN
fuelectenerg-4802	123	25	,	,	PUNCT
fuelectenerg-4802	123	26	such	such	ADJ
fuelectenerg-4802	123	27	as	as	ADP
fuelectenerg-4802	123	28	imaging	imaging	NOUN
fuelectenerg-4802	123	29	,	,	PUNCT
fuelectenerg-4802	123	30	audio	audio	NOUN
fuelectenerg-4802	123	31	and	and	CCONJ
fuelectenerg-4802	123	32	video	video	NOUN
fuelectenerg-4802	123	33	[	[	X
fuelectenerg-4802	123	34	21	21	NUM
fuelectenerg-4802	123	35	]	]	PUNCT
fuelectenerg-4802	123	36	.	.	PUNCT
fuelectenerg-4802	124	1	here	here	ADV
fuelectenerg-4802	124	2	,	,	PUNCT
fuelectenerg-4802	124	3	the	the	DET
fuelectenerg-4802	124	4	sensor	sensor	NOUN
fuelectenerg-4802	124	5	nodes	nod	VERB
fuelectenerg-4802	124	6	interconnects	interconnect	NOUN
fuelectenerg-4802	124	7	over	over	ADP
fuelectenerg-4802	124	8	a	a	DET
fuelectenerg-4802	124	9	wireless	wireless	ADJ
fuelectenerg-4802	124	10	medium	medium	NOUN
fuelectenerg-4802	124	11	to	to	PART
fuelectenerg-4802	124	12	retrieve	retrieve	VERB
fuelectenerg-4802	124	13	,	,	PUNCT
fuelectenerg-4802	124	14	process	process	NOUN
fuelectenerg-4802	124	15	,	,	PUNCT
fuelectenerg-4802	124	16	compress	compress	VERB
fuelectenerg-4802	124	17	and	and	CCONJ
fuelectenerg-4802	124	18	convey	convey	VERB
fuelectenerg-4802	124	19	sensed	sensed	ADJ
fuelectenerg-4802	124	20	data	datum	NOUN
fuelectenerg-4802	124	21	in	in	ADP
fuelectenerg-4802	124	22	a	a	DET
fuelectenerg-4802	124	23	pre	pre	ADJ
fuelectenerg-4802	124	24	-	-	ADJ
fuelectenerg-4802	124	25	planned	planned	ADJ
fuelectenerg-4802	124	26	arrangement	arrangement	NOUN
fuelectenerg-4802	124	27	to	to	PART
fuelectenerg-4802	124	28	ensure	ensure	VERB
fuelectenerg-4802	124	29	coverage	coverage	NOUN
fuelectenerg-4802	124	30	.	.	PUNCT
fuelectenerg-4802	125	1	one	one	NUM
fuelectenerg-4802	125	2	major	major	ADJ
fuelectenerg-4802	125	3	obstacle	obstacle	NOUN
fuelectenerg-4802	125	4	to	to	ADP
fuelectenerg-4802	125	5	the	the	DET
fuelectenerg-4802	125	6	deployment	deployment	NOUN
fuelectenerg-4802	125	7	of	of	ADP
fuelectenerg-4802	125	8	multimedia	multimedia	PROPN
fuelectenerg-4802	125	9	wsn	wsn	PROPN
fuelectenerg-4802	125	10	is	be	AUX
fuelectenerg-4802	125	11	the	the	DET
fuelectenerg-4802	125	12	resource	resource	NOUN
fuelectenerg-4802	125	13	challenge	challenge	NOUN
fuelectenerg-4802	125	14	of	of	ADP
fuelectenerg-4802	125	15	sensor	sensor	NOUN
fuelectenerg-4802	125	16	nodes	node	NOUN
fuelectenerg-4802	125	17	,	,	PUNCT
fuelectenerg-4802	125	18	due	due	ADP
fuelectenerg-4802	125	19	to	to	ADP
fuelectenerg-4802	125	20	the	the	DET
fuelectenerg-4802	125	21	excessive	excessive	ADJ
fuelectenerg-4802	125	22	energy	energy	NOUN
fuelectenerg-4802	125	23	consumption	consumption	NOUN
fuelectenerg-4802	125	24	during	during	ADP
fuelectenerg-4802	125	25	the	the	DET
fuelectenerg-4802	125	26	compression	compression	NOUN
fuelectenerg-4802	125	27	and	and	CCONJ
fuelectenerg-4802	125	28	decompression	decompression	NOUN
fuelectenerg-4802	125	29	when	when	SCONJ
fuelectenerg-4802	125	30	transmitting	transmit	VERB
fuelectenerg-4802	125	31	multi	multi	ADJ
fuelectenerg-4802	125	32	-	-	ADJ
fuelectenerg-4802	125	33	media	medium	NOUN
fuelectenerg-4802	125	34	events	event	NOUN
fuelectenerg-4802	125	35	.	.	PUNCT
fuelectenerg-4802	126	1	finally	finally	ADV
fuelectenerg-4802	126	2	,	,	PUNCT
fuelectenerg-4802	126	3	mobile	mobile	ADJ
fuelectenerg-4802	126	4	wsn	wsn	NOUN
fuelectenerg-4802	126	5	are	be	AUX
fuelectenerg-4802	126	6	sets	set	NOUN
fuelectenerg-4802	126	7	of	of	ADP
fuelectenerg-4802	126	8	sensor	sensor	NOUN
fuelectenerg-4802	126	9	nodes	node	NOUN
fuelectenerg-4802	126	10	deployment	deployment	NOUN
fuelectenerg-4802	126	11	that	that	PRON
fuelectenerg-4802	126	12	move	move	VERB
fuelectenerg-4802	126	13	and	and	CCONJ
fuelectenerg-4802	126	14	interact	interact	VERB
fuelectenerg-4802	126	15	with	with	ADP
fuelectenerg-4802	126	16	the	the	DET
fuelectenerg-4802	126	17	physical	physical	ADJ
fuelectenerg-4802	126	18	environment	environment	NOUN
fuelectenerg-4802	126	19	.	.	PUNCT
fuelectenerg-4802	127	1	just	just	ADV
fuelectenerg-4802	127	2	as	as	ADP
fuelectenerg-4802	127	3	with	with	ADP
fuelectenerg-4802	127	4	static	static	PROPN
fuelectenerg-4802	127	5	wsn	wsn	NOUN
fuelectenerg-4802	127	6	,	,	PUNCT
fuelectenerg-4802	127	7	320	320	NUM
fuelectenerg-4802	127	8	o.	o.	NOUN
fuelectenerg-4802	127	9	osanaiye	osanaiye	NOUN
fuelectenerg-4802	127	10	,	,	PUNCT
fuelectenerg-4802	127	11	o.	o.	PROPN
fuelectenerg-4802	127	12	ogundile	ogundile	PROPN
fuelectenerg-4802	127	13	,	,	PUNCT
fuelectenerg-4802	127	14	f.	f.	PROPN
fuelectenerg-4802	127	15	aina	aina	PROPN
fuelectenerg-4802	127	16	,	,	PUNCT
fuelectenerg-4802	127	17	a.	a.	PROPN
fuelectenerg-4802	127	18	periola	periola	PROPN
fuelectenerg-4802	127	19	mobile	mobile	ADJ
fuelectenerg-4802	127	20	nodes	node	NOUN
fuelectenerg-4802	127	21	can	can	AUX
fuelectenerg-4802	127	22	sense	sense	VERB
fuelectenerg-4802	127	23	,	,	PUNCT
fuelectenerg-4802	127	24	compute	compute	NOUN
fuelectenerg-4802	127	25	,	,	PUNCT
fuelectenerg-4802	127	26	transmit	transmit	VERB
fuelectenerg-4802	127	27	and	and	CCONJ
fuelectenerg-4802	127	28	receive	receive	VERB
fuelectenerg-4802	127	29	observed	observe	VERB
fuelectenerg-4802	127	30	and	and	CCONJ
fuelectenerg-4802	127	31	measured	measured	ADJ
fuelectenerg-4802	127	32	events	event	NOUN
fuelectenerg-4802	127	33	.	.	PUNCT
fuelectenerg-4802	128	1	the	the	DET
fuelectenerg-4802	128	2	sensor	sensor	NOUN
fuelectenerg-4802	128	3	nodes	node	NOUN
fuelectenerg-4802	128	4	have	have	VERB
fuelectenerg-4802	128	5	the	the	DET
fuelectenerg-4802	128	6	potential	potential	NOUN
fuelectenerg-4802	128	7	to	to	PART
fuelectenerg-4802	128	8	reorganise	reorganise	VERB
fuelectenerg-4802	128	9	and	and	CCONJ
fuelectenerg-4802	128	10	reposition	reposition	VERB
fuelectenerg-4802	128	11	themselves	themselves	PRON
fuelectenerg-4802	128	12	after	after	ADP
fuelectenerg-4802	128	13	deployment	deployment	NOUN
fuelectenerg-4802	128	14	to	to	PART
fuelectenerg-4802	128	15	obtain	obtain	VERB
fuelectenerg-4802	128	16	information	information	NOUN
fuelectenerg-4802	128	17	.	.	PUNCT
fuelectenerg-4802	129	1	the	the	DET
fuelectenerg-4802	129	2	obtained	obtain	VERB
fuelectenerg-4802	129	3	information	information	NOUN
fuelectenerg-4802	129	4	can	can	AUX
fuelectenerg-4802	129	5	be	be	AUX
fuelectenerg-4802	129	6	distributed	distribute	VERB
fuelectenerg-4802	129	7	among	among	ADP
fuelectenerg-4802	129	8	other	other	ADJ
fuelectenerg-4802	129	9	mobile	mobile	ADJ
fuelectenerg-4802	129	10	nodes	node	NOUN
fuelectenerg-4802	129	11	within	within	ADP
fuelectenerg-4802	129	12	their	their	PRON
fuelectenerg-4802	129	13	communication	communication	NOUN
fuelectenerg-4802	129	14	range	range	NOUN
fuelectenerg-4802	129	15	using	use	VERB
fuelectenerg-4802	129	16	dynamic	dynamic	ADJ
fuelectenerg-4802	129	17	routing	routing	NOUN
fuelectenerg-4802	129	18	protocol	protocol	NOUN
fuelectenerg-4802	129	19	.	.	PUNCT
fuelectenerg-4802	130	1	wsn	wsn	PROPN
fuelectenerg-4802	130	2	can	can	AUX
fuelectenerg-4802	130	3	be	be	AUX
fuelectenerg-4802	130	4	further	far	ADV
fuelectenerg-4802	130	5	classified	classify	VERB
fuelectenerg-4802	130	6	according	accord	VERB
fuelectenerg-4802	130	7	to	to	ADP
fuelectenerg-4802	130	8	the	the	DET
fuelectenerg-4802	130	9	structure	structure	NOUN
fuelectenerg-4802	130	10	and	and	CCONJ
fuelectenerg-4802	130	11	uniformity	uniformity	NOUN
fuelectenerg-4802	130	12	of	of	ADP
fuelectenerg-4802	130	13	the	the	DET
fuelectenerg-4802	130	14	deployed	deploy	VERB
fuelectenerg-4802	130	15	sensor	sensor	NOUN
fuelectenerg-4802	130	16	nodes	nod	VERB
fuelectenerg-4802	130	17	.	.	PUNCT
fuelectenerg-4802	131	1	some	some	DET
fuelectenerg-4802	131	2	deployment	deployment	NOUN
fuelectenerg-4802	131	3	consists	consist	VERB
fuelectenerg-4802	131	4	of	of	ADP
fuelectenerg-4802	131	5	uniform	uniform	ADJ
fuelectenerg-4802	131	6	nodes	node	NOUN
fuelectenerg-4802	131	7	with	with	ADP
fuelectenerg-4802	131	8	equal	equal	ADJ
fuelectenerg-4802	131	9	capacity	capacity	NOUN
fuelectenerg-4802	131	10	while	while	SCONJ
fuelectenerg-4802	131	11	other	other	ADJ
fuelectenerg-4802	131	12	deployments	deployment	NOUN
fuelectenerg-4802	131	13	consist	consist	VERB
fuelectenerg-4802	131	14	of	of	ADP
fuelectenerg-4802	131	15	different	different	ADJ
fuelectenerg-4802	131	16	sizes	size	NOUN
fuelectenerg-4802	131	17	and	and	CCONJ
fuelectenerg-4802	131	18	capacity	capacity	NOUN
fuelectenerg-4802	131	19	,	,	PUNCT
fuelectenerg-4802	131	20	depending	depend	VERB
fuelectenerg-4802	131	21	on	on	ADP
fuelectenerg-4802	131	22	the	the	DET
fuelectenerg-4802	131	23	architecture	architecture	NOUN
fuelectenerg-4802	131	24	.	.	PUNCT
fuelectenerg-4802	132	1	in	in	ADP
fuelectenerg-4802	132	2	wsn	wsn	PROPN
fuelectenerg-4802	132	3	,	,	PUNCT
fuelectenerg-4802	132	4	the	the	DET
fuelectenerg-4802	132	5	network	network	NOUN
fuelectenerg-4802	132	6	structure	structure	NOUN
fuelectenerg-4802	132	7	(	(	PUNCT
fuelectenerg-4802	132	8	topology	topology	NOUN
fuelectenerg-4802	132	9	)	)	PUNCT
fuelectenerg-4802	132	10	can	can	AUX
fuelectenerg-4802	132	11	be	be	AUX
fuelectenerg-4802	132	12	categorized	categorize	VERB
fuelectenerg-4802	132	13	into	into	ADP
fuelectenerg-4802	132	14	two	two	NUM
fuelectenerg-4802	132	15	,	,	PUNCT
fuelectenerg-4802	132	16	namely	namely	ADV
fuelectenerg-4802	132	17	:	:	PUNCT
fuelectenerg-4802	132	18	flat	flat	ADV
fuelectenerg-4802	132	19	-	-	PUNCT
fuelectenerg-4802	132	20	based	base	VERB
fuelectenerg-4802	132	21	and	and	CCONJ
fuelectenerg-4802	132	22	hierarchical	hierarchical	ADJ
fuelectenerg-4802	132	23	[	[	X
fuelectenerg-4802	132	24	22	22	NUM
fuelectenerg-4802	132	25	]	]	PUNCT
fuelectenerg-4802	132	26	.	.	PUNCT
fuelectenerg-4802	133	1	the	the	DET
fuelectenerg-4802	133	2	flat	flat	ADV
fuelectenerg-4802	133	3	-	-	PUNCT
fuelectenerg-4802	133	4	based	base	VERB
fuelectenerg-4802	133	5	topology	topology	NOUN
fuelectenerg-4802	133	6	consists	consist	VERB
fuelectenerg-4802	133	7	of	of	ADP
fuelectenerg-4802	133	8	sensor	sensor	NOUN
fuelectenerg-4802	133	9	nodes	node	NOUN
fuelectenerg-4802	133	10	with	with	ADP
fuelectenerg-4802	133	11	equal	equal	ADJ
fuelectenerg-4802	133	12	capacity	capacity	NOUN
fuelectenerg-4802	133	13	,	,	PUNCT
fuelectenerg-4802	133	14	playing	play	VERB
fuelectenerg-4802	133	15	similar	similar	ADJ
fuelectenerg-4802	133	16	roles	role	NOUN
fuelectenerg-4802	133	17	,	,	PUNCT
fuelectenerg-4802	133	18	such	such	ADJ
fuelectenerg-4802	133	19	as	as	ADP
fuelectenerg-4802	133	20	monitoring	monitoring	NOUN
fuelectenerg-4802	133	21	and	and	CCONJ
fuelectenerg-4802	133	22	sensing	sense	VERB
fuelectenerg-4802	133	23	events	event	NOUN
fuelectenerg-4802	133	24	,	,	PUNCT
fuelectenerg-4802	133	25	computing	compute	VERB
fuelectenerg-4802	133	26	the	the	DET
fuelectenerg-4802	133	27	sensed	sensed	ADJ
fuelectenerg-4802	133	28	information	information	NOUN
fuelectenerg-4802	133	29	and	and	CCONJ
fuelectenerg-4802	133	30	transmitting	transmit	VERB
fuelectenerg-4802	133	31	it	it	PRON
fuelectenerg-4802	133	32	directly	directly	ADV
fuelectenerg-4802	133	33	or	or	CCONJ
fuelectenerg-4802	133	34	via	via	ADP
fuelectenerg-4802	133	35	multi	multi	ADJ
fuelectenerg-4802	133	36	-	-	ADJ
fuelectenerg-4802	133	37	hop	hop	ADJ
fuelectenerg-4802	133	38	routing	routing	NOUN
fuelectenerg-4802	133	39	towards	towards	ADP
fuelectenerg-4802	133	40	the	the	DET
fuelectenerg-4802	133	41	bs	bs	NOUN
fuelectenerg-4802	134	1	[	[	X
fuelectenerg-4802	134	2	23	23	NUM
fuelectenerg-4802	134	3	]	]	PUNCT
fuelectenerg-4802	134	4	.	.	PUNCT
fuelectenerg-4802	135	1	on	on	ADP
fuelectenerg-4802	135	2	the	the	DET
fuelectenerg-4802	135	3	other	other	ADJ
fuelectenerg-4802	135	4	hand	hand	NOUN
fuelectenerg-4802	135	5	,	,	PUNCT
fuelectenerg-4802	135	6	hierarchical	hierarchical	ADJ
fuelectenerg-4802	135	7	wsns	wsns	NOUN
fuelectenerg-4802	135	8	are	be	AUX
fuelectenerg-4802	135	9	designed	design	VERB
fuelectenerg-4802	135	10	to	to	PART
fuelectenerg-4802	135	11	distribute	distribute	VERB
fuelectenerg-4802	135	12	the	the	DET
fuelectenerg-4802	135	13	sensing	sensing	NOUN
fuelectenerg-4802	135	14	and	and	CCONJ
fuelectenerg-4802	135	15	monitoring	monitor	VERB
fuelectenerg-4802	135	16	function	function	NOUN
fuelectenerg-4802	135	17	of	of	ADP
fuelectenerg-4802	135	18	the	the	DET
fuelectenerg-4802	135	19	sns	sns	PROPN
fuelectenerg-4802	135	20	into	into	ADP
fuelectenerg-4802	135	21	different	different	ADJ
fuelectenerg-4802	135	22	levels	level	NOUN
fuelectenerg-4802	135	23	.	.	PUNCT
fuelectenerg-4802	136	1	cluster	cluster	NOUN
fuelectenerg-4802	136	2	-	-	PUNCT
fuelectenerg-4802	136	3	based	base	VERB
fuelectenerg-4802	136	4	wsns	wsns	NOUN
fuelectenerg-4802	136	5	are	be	AUX
fuelectenerg-4802	136	6	typical	typical	ADJ
fuelectenerg-4802	136	7	example	example	NOUN
fuelectenerg-4802	136	8	of	of	ADP
fuelectenerg-4802	136	9	hierarchical	hierarchical	ADJ
fuelectenerg-4802	136	10	wsns	wsns	NOUN
fuelectenerg-4802	136	11	.	.	PUNCT
fuelectenerg-4802	137	1	in	in	ADP
fuelectenerg-4802	137	2	this	this	DET
fuelectenerg-4802	137	3	paper	paper	NOUN
fuelectenerg-4802	137	4	,	,	PUNCT
fuelectenerg-4802	137	5	we	we	PRON
fuelectenerg-4802	137	6	limit	limit	VERB
fuelectenerg-4802	137	7	our	our	PRON
fuelectenerg-4802	137	8	scope	scope	NOUN
fuelectenerg-4802	137	9	to	to	ADP
fuelectenerg-4802	137	10	cluster	cluster	NOUN
fuelectenerg-4802	137	11	-	-	PUNCT
fuelectenerg-4802	137	12	based	base	VERB
fuelectenerg-4802	137	13	wsns	wsns	NOUN
fuelectenerg-4802	137	14	.	.	PUNCT
fuelectenerg-4802	138	1	arranging	arrange	VERB
fuelectenerg-4802	138	2	sns	sns	PROPN
fuelectenerg-4802	138	3	into	into	ADP
fuelectenerg-4802	138	4	clusters	cluster	NOUN
fuelectenerg-4802	138	5	have	have	AUX
fuelectenerg-4802	138	6	been	be	AUX
fuelectenerg-4802	138	7	widely	widely	ADV
fuelectenerg-4802	138	8	employed	employ	VERB
fuelectenerg-4802	138	9	by	by	ADP
fuelectenerg-4802	138	10	researchers	researcher	NOUN
fuelectenerg-4802	138	11	to	to	PART
fuelectenerg-4802	138	12	efficiently	efficiently	ADV
fuelectenerg-4802	138	13	sense	sense	VERB
fuelectenerg-4802	138	14	and	and	CCONJ
fuelectenerg-4802	138	15	monitor	monitor	VERB
fuelectenerg-4802	138	16	a	a	DET
fuelectenerg-4802	138	17	particular	particular	ADJ
fuelectenerg-4802	138	18	environment	environment	NOUN
fuelectenerg-4802	138	19	.	.	PUNCT
fuelectenerg-4802	139	1	the	the	DET
fuelectenerg-4802	139	2	clustering	clustering	ADJ
fuelectenerg-4802	139	3	technique	technique	NOUN
fuelectenerg-4802	139	4	is	be	AUX
fuelectenerg-4802	139	5	widely	widely	ADV
fuelectenerg-4802	139	6	used	use	VERB
fuelectenerg-4802	139	7	in	in	ADP
fuelectenerg-4802	139	8	wsns	wsns	NOUN
fuelectenerg-4802	139	9	because	because	SCONJ
fuelectenerg-4802	139	10	it	it	PRON
fuelectenerg-4802	139	11	offers	offer	VERB
fuelectenerg-4802	139	12	advantages	advantage	NOUN
fuelectenerg-4802	139	13	such	such	ADJ
fuelectenerg-4802	139	14	as	as	ADP
fuelectenerg-4802	139	15	reduced	reduce	VERB
fuelectenerg-4802	139	16	energy	energy	NOUN
fuelectenerg-4802	139	17	consumption	consumption	NOUN
fuelectenerg-4802	139	18	,	,	PUNCT
fuelectenerg-4802	139	19	fault	fault	NOUN
fuelectenerg-4802	139	20	-	-	PUNCT
fuelectenerg-4802	139	21	tolerance	tolerance	NOUN
fuelectenerg-4802	139	22	,	,	PUNCT
fuelectenerg-4802	139	23	scalability	scalability	NOUN
fuelectenerg-4802	139	24	,	,	PUNCT
fuelectenerg-4802	139	25	efficient	efficient	ADJ
fuelectenerg-4802	139	26	data	datum	NOUN
fuelectenerg-4802	139	27	aggregation	aggregation	NOUN
fuelectenerg-4802	139	28	,	,	PUNCT
fuelectenerg-4802	139	29	latency	latency	NOUN
fuelectenerg-4802	139	30	reduction	reduction	NOUN
fuelectenerg-4802	139	31	,	,	PUNCT
fuelectenerg-4802	139	32	and	and	CCONJ
fuelectenerg-4802	139	33	robustness	robustness	NOUN
fuelectenerg-4802	139	34	[	[	X
fuelectenerg-4802	139	35	3,24	3,24	X
fuelectenerg-4802	139	36	]	]	X
fuelectenerg-4802	139	37	.	.	PUNCT
fuelectenerg-4802	140	1	a	a	DET
fuelectenerg-4802	140	2	clustered	clustered	ADJ
fuelectenerg-4802	140	3	wsn	wsn	NOUN
fuelectenerg-4802	140	4	comprises	comprise	NOUN
fuelectenerg-4802	140	5	of	of	ADP
fuelectenerg-4802	140	6	two	two	NUM
fuelectenerg-4802	140	7	sets	set	NOUN
fuelectenerg-4802	140	8	of	of	ADP
fuelectenerg-4802	140	9	nodes	node	NOUN
fuelectenerg-4802	140	10	,	,	PUNCT
fuelectenerg-4802	140	11	namely	namely	ADV
fuelectenerg-4802	140	12	:	:	PUNCT
fuelectenerg-4802	140	13	the	the	DET
fuelectenerg-4802	140	14	member	member	NOUN
fuelectenerg-4802	140	15	nodes	node	NOUN
fuelectenerg-4802	140	16	known	know	VERB
fuelectenerg-4802	140	17	as	as	ADP
fuelectenerg-4802	140	18	the	the	DET
fuelectenerg-4802	140	19	non	non	ADJ
fuelectenerg-4802	140	20	-	-	ADJ
fuelectenerg-4802	140	21	cluster	cluster	ADJ
fuelectenerg-4802	140	22	head	head	NOUN
fuelectenerg-4802	140	23	nodes	nod	VERB
fuelectenerg-4802	140	24	,	,	PUNCT
fuelectenerg-4802	140	25	and	and	CCONJ
fuelectenerg-4802	140	26	the	the	DET
fuelectenerg-4802	140	27	coordinating	coordinating	NOUN
fuelectenerg-4802	140	28	nodes	node	NOUN
fuelectenerg-4802	140	29	often	often	ADV
fuelectenerg-4802	140	30	referred	refer	VERB
fuelectenerg-4802	140	31	to	to	ADP
fuelectenerg-4802	140	32	as	as	ADP
fuelectenerg-4802	140	33	the	the	DET
fuelectenerg-4802	140	34	cluster	cluster	NOUN
fuelectenerg-4802	140	35	head	head	NOUN
fuelectenerg-4802	140	36	.	.	PUNCT
fuelectenerg-4802	141	1	fig.1	fig.1	PROPN
fuelectenerg-4802	141	2	shows	show	VERB
fuelectenerg-4802	141	3	a	a	DET
fuelectenerg-4802	141	4	typical	typical	ADJ
fuelectenerg-4802	141	5	example	example	NOUN
fuelectenerg-4802	141	6	of	of	ADP
fuelectenerg-4802	141	7	a	a	DET
fuelectenerg-4802	141	8	cluster	cluster	NOUN
fuelectenerg-4802	141	9	-	-	PUNCT
fuelectenerg-4802	141	10	based	base	VERB
fuelectenerg-4802	141	11	wsn	wsn	NOUN
fuelectenerg-4802	141	12	,	,	PUNCT
fuelectenerg-4802	141	13	where	where	SCONJ
fuelectenerg-4802	141	14	c	c	PROPN
fuelectenerg-4802	141	15	represents	represent	VERB
fuelectenerg-4802	141	16	a	a	DET
fuelectenerg-4802	141	17	cluster	cluster	NOUN
fuelectenerg-4802	141	18	.	.	PUNCT
fuelectenerg-4802	142	1	as	as	SCONJ
fuelectenerg-4802	142	2	shown	show	VERB
fuelectenerg-4802	142	3	in	in	ADP
fuelectenerg-4802	142	4	fig	fig	NOUN
fuelectenerg-4802	142	5	.	.	PUNCT
fuelectenerg-4802	143	1	1	1	NUM
fuelectenerg-4802	143	2	,	,	PUNCT
fuelectenerg-4802	143	3	the	the	DET
fuelectenerg-4802	143	4	non	non	ADJ
fuelectenerg-4802	143	5	-	-	ADJ
fuelectenerg-4802	143	6	cluster	cluster	ADJ
fuelectenerg-4802	143	7	head	head	NOUN
fuelectenerg-4802	143	8	nodes	nod	VERB
fuelectenerg-4802	143	9	forward	forward	ADV
fuelectenerg-4802	143	10	the	the	DET
fuelectenerg-4802	143	11	sensed	sensed	ADJ
fuelectenerg-4802	143	12	message	message	NOUN
fuelectenerg-4802	143	13	to	to	ADP
fuelectenerg-4802	143	14	their	their	PRON
fuelectenerg-4802	143	15	respective	respective	ADJ
fuelectenerg-4802	143	16	cluster	cluster	NOUN
fuelectenerg-4802	143	17	heads	head	NOUN
fuelectenerg-4802	143	18	in	in	ADP
fuelectenerg-4802	143	19	a	a	DET
fuelectenerg-4802	143	20	process	process	NOUN
fuelectenerg-4802	143	21	known	know	VERB
fuelectenerg-4802	143	22	as	as	ADP
fuelectenerg-4802	143	23	intra	intra	ADJ
fuelectenerg-4802	143	24	-	-	ADJ
fuelectenerg-4802	143	25	cluster	cluster	ADJ
fuelectenerg-4802	143	26	communication	communication	NOUN
fuelectenerg-4802	143	27	.	.	PUNCT
fuelectenerg-4802	144	1	the	the	DET
fuelectenerg-4802	144	2	cluster	cluster	NOUN
fuelectenerg-4802	144	3	heads	head	VERB
fuelectenerg-4802	144	4	organise	organise	VERB
fuelectenerg-4802	144	5	the	the	DET
fuelectenerg-4802	144	6	messages	message	NOUN
fuelectenerg-4802	144	7	from	from	ADP
fuelectenerg-4802	144	8	their	their	PRON
fuelectenerg-4802	144	9	respective	respective	ADJ
fuelectenerg-4802	144	10	members	member	NOUN
fuelectenerg-4802	144	11	before	before	ADP
fuelectenerg-4802	144	12	transmitting	transmit	VERB
fuelectenerg-4802	144	13	it	it	PRON
fuelectenerg-4802	144	14	to	to	ADP
fuelectenerg-4802	144	15	the	the	DET
fuelectenerg-4802	144	16	bs	bs	NOUN
fuelectenerg-4802	144	17	.	.	PUNCT
fuelectenerg-4802	145	1	thus	thus	ADV
fuelectenerg-4802	145	2	,	,	PUNCT
fuelectenerg-4802	145	3	clustering	clustering	ADJ
fuelectenerg-4802	145	4	technique	technique	NOUN
fuelectenerg-4802	145	5	can	can	AUX
fuelectenerg-4802	145	6	be	be	AUX
fuelectenerg-4802	145	7	regarded	regard	VERB
fuelectenerg-4802	145	8	as	as	ADP
fuelectenerg-4802	145	9	a	a	DET
fuelectenerg-4802	145	10	two	two	NUM
fuelectenerg-4802	145	11	-	-	PUNCT
fuelectenerg-4802	145	12	layer	layer	NOUN
fuelectenerg-4802	145	13	hierarchy	hierarchy	NOUN
fuelectenerg-4802	145	14	wsn	wsn	PROPN
fuelectenerg-4802	145	15	,	,	PUNCT
fuelectenerg-4802	145	16	where	where	SCONJ
fuelectenerg-4802	145	17	the	the	DET
fuelectenerg-4802	145	18	cluster	cluster	NOUN
fuelectenerg-4802	145	19	heads	head	VERB
fuelectenerg-4802	145	20	work	work	VERB
fuelectenerg-4802	145	21	in	in	ADP
fuelectenerg-4802	145	22	the	the	DET
fuelectenerg-4802	145	23	upper	upper	ADJ
fuelectenerg-4802	145	24	layer	layer	NOUN
fuelectenerg-4802	145	25	and	and	CCONJ
fuelectenerg-4802	145	26	the	the	DET
fuelectenerg-4802	145	27	non	non	ADJ
fuelectenerg-4802	145	28	-	-	ADJ
fuelectenerg-4802	145	29	cluster	cluster	ADJ
fuelectenerg-4802	145	30	head	head	NOUN
fuelectenerg-4802	145	31	nodes	node	NOUN
fuelectenerg-4802	145	32	operate	operate	VERB
fuelectenerg-4802	145	33	in	in	ADP
fuelectenerg-4802	145	34	the	the	DET
fuelectenerg-4802	145	35	lower	low	ADJ
fuelectenerg-4802	145	36	layer	layer	NOUN
fuelectenerg-4802	145	37	.	.	PUNCT
fuelectenerg-4802	146	1	the	the	DET
fuelectenerg-4802	146	2	coordinating	coordinating	NOUN
fuelectenerg-4802	146	3	nodes	node	NOUN
fuelectenerg-4802	146	4	in	in	ADP
fuelectenerg-4802	146	5	most	most	ADJ
fuelectenerg-4802	146	6	cases	case	NOUN
fuelectenerg-4802	146	7	perform	perform	VERB
fuelectenerg-4802	146	8	more	more	ADJ
fuelectenerg-4802	146	9	function	function	NOUN
fuelectenerg-4802	146	10	as	as	ADP
fuelectenerg-4802	146	11	compared	compare	VERB
fuelectenerg-4802	146	12	to	to	ADP
fuelectenerg-4802	146	13	the	the	DET
fuelectenerg-4802	146	14	lower	low	ADJ
fuelectenerg-4802	146	15	layer	layer	NOUN
fuelectenerg-4802	146	16	nodes	node	NOUN
fuelectenerg-4802	146	17	.	.	PUNCT
fuelectenerg-4802	147	1	therefore	therefore	ADV
fuelectenerg-4802	147	2	,	,	PUNCT
fuelectenerg-4802	147	3	the	the	DET
fuelectenerg-4802	147	4	cluster	cluster	NOUN
fuelectenerg-4802	147	5	head	head	NOUN
fuelectenerg-4802	147	6	nodes	node	NOUN
fuelectenerg-4802	147	7	are	be	AUX
fuelectenerg-4802	147	8	sometimes	sometimes	ADV
fuelectenerg-4802	147	9	equipped	equip	VERB
fuelectenerg-4802	147	10	with	with	ADP
fuelectenerg-4802	147	11	better	well	ADJ
fuelectenerg-4802	147	12	processing	processing	NOUN
fuelectenerg-4802	147	13	subsystem	subsystem	NOUN
fuelectenerg-4802	147	14	,	,	PUNCT
fuelectenerg-4802	147	15	sensing	sense	VERB
fuelectenerg-4802	147	16	unit	unit	NOUN
fuelectenerg-4802	147	17	,	,	PUNCT
fuelectenerg-4802	147	18	radio	radio	NOUN
fuelectenerg-4802	147	19	subsystem	subsystem	NOUN
fuelectenerg-4802	147	20	,	,	PUNCT
fuelectenerg-4802	147	21	and	and	CCONJ
fuelectenerg-4802	147	22	power	power	NOUN
fuelectenerg-4802	147	23	supply	supply	NOUN
fuelectenerg-4802	147	24	unit	unit	NOUN
fuelectenerg-4802	147	25	as	as	SCONJ
fuelectenerg-4802	147	26	compared	compare	VERB
fuelectenerg-4802	147	27	with	with	ADP
fuelectenerg-4802	147	28	the	the	DET
fuelectenerg-4802	147	29	lower	low	ADJ
fuelectenerg-4802	147	30	layer	layer	NOUN
fuelectenerg-4802	147	31	.	.	PUNCT
fuelectenerg-4802	148	1	if	if	SCONJ
fuelectenerg-4802	148	2	the	the	DET
fuelectenerg-4802	148	3	components	component	NOUN
fuelectenerg-4802	148	4	of	of	ADP
fuelectenerg-4802	148	5	all	all	DET
fuelectenerg-4802	148	6	the	the	DET
fuelectenerg-4802	148	7	sensor	sensor	NOUN
fuelectenerg-4802	148	8	nodes	node	NOUN
fuelectenerg-4802	148	9	in	in	ADP
fuelectenerg-4802	148	10	the	the	DET
fuelectenerg-4802	148	11	network	network	NOUN
fuelectenerg-4802	148	12	are	be	AUX
fuelectenerg-4802	148	13	the	the	DET
fuelectenerg-4802	148	14	same	same	ADJ
fuelectenerg-4802	148	15	,	,	PUNCT
fuelectenerg-4802	148	16	the	the	DET
fuelectenerg-4802	148	17	clustering	clustering	NOUN
fuelectenerg-4802	148	18	wsn	wsn	NOUN
fuelectenerg-4802	148	19	is	be	AUX
fuelectenerg-4802	148	20	usually	usually	ADV
fuelectenerg-4802	148	21	referred	refer	VERB
fuelectenerg-4802	148	22	to	to	ADP
fuelectenerg-4802	148	23	as	as	ADP
fuelectenerg-4802	148	24	a	a	DET
fuelectenerg-4802	148	25	homogeneous	homogeneous	ADJ
fuelectenerg-4802	148	26	clustering	clustering	NOUN
fuelectenerg-4802	148	27	wsn	wsn	NOUN
fuelectenerg-4802	148	28	.	.	PUNCT
fuelectenerg-4802	149	1	otherwise	otherwise	ADV
fuelectenerg-4802	149	2	,	,	PUNCT
fuelectenerg-4802	149	3	it	it	PRON
fuelectenerg-4802	149	4	is	be	AUX
fuelectenerg-4802	149	5	referred	refer	VERB
fuelectenerg-4802	149	6	to	to	ADP
fuelectenerg-4802	149	7	as	as	ADP
fuelectenerg-4802	149	8	a	a	DET
fuelectenerg-4802	149	9	heterogeneous	heterogeneous	ADJ
fuelectenerg-4802	149	10	clustering	clustering	ADJ
fuelectenerg-4802	149	11	wsn	wsn	NOUN
fuelectenerg-4802	149	12	.	.	PUNCT
fuelectenerg-4802	150	1	in	in	ADP
fuelectenerg-4802	150	2	this	this	DET
fuelectenerg-4802	150	3	work	work	NOUN
fuelectenerg-4802	150	4	,	,	PUNCT
fuelectenerg-4802	150	5	we	we	PRON
fuelectenerg-4802	150	6	assume	assume	VERB
fuelectenerg-4802	150	7	that	that	SCONJ
fuelectenerg-4802	150	8	the	the	DET
fuelectenerg-4802	150	9	cluster	cluster	NOUN
fuelectenerg-4802	150	10	heads	head	NOUN
fuelectenerg-4802	150	11	are	be	AUX
fuelectenerg-4802	150	12	equipped	equip	VERB
fuelectenerg-4802	150	13	with	with	ADP
fuelectenerg-4802	150	14	a	a	DET
fuelectenerg-4802	150	15	better	well	ADJ
fuelectenerg-4802	150	16	processing	processing	NOUN
fuelectenerg-4802	150	17	subsystem	subsystem	NOUN
fuelectenerg-4802	150	18	,	,	PUNCT
fuelectenerg-4802	150	19	sensing	sense	VERB
fuelectenerg-4802	150	20	unit	unit	NOUN
fuelectenerg-4802	150	21	,	,	PUNCT
fuelectenerg-4802	150	22	radio	radio	NOUN
fuelectenerg-4802	150	23	subsystem	subsystem	NOUN
fuelectenerg-4802	150	24	,	,	PUNCT
fuelectenerg-4802	150	25	and	and	CCONJ
fuelectenerg-4802	150	26	power	power	NOUN
fuelectenerg-4802	150	27	supply	supply	NOUN
fuelectenerg-4802	150	28	unit	unit	NOUN
fuelectenerg-4802	150	29	.	.	PUNCT
fuelectenerg-4802	151	1	accordingly	accordingly	ADV
fuelectenerg-4802	151	2	,	,	PUNCT
fuelectenerg-4802	151	3	our	our	PRON
fuelectenerg-4802	151	4	proposed	propose	VERB
fuelectenerg-4802	151	5	ids	id	NOUN
fuelectenerg-4802	151	6	is	be	AUX
fuelectenerg-4802	151	7	deployed	deploy	VERB
fuelectenerg-4802	151	8	on	on	ADP
fuelectenerg-4802	151	9	the	the	DET
fuelectenerg-4802	151	10	cluster	cluster	NOUN
fuelectenerg-4802	151	11	heads	head	NOUN
fuelectenerg-4802	151	12	for	for	ADP
fuelectenerg-4802	151	13	intrusion	intrusion	NOUN
fuelectenerg-4802	151	14	detection	detection	NOUN
fuelectenerg-4802	151	15	.	.	PUNCT
fuelectenerg-4802	152	1	the	the	DET
fuelectenerg-4802	152	2	cluster	cluster	NOUN
fuelectenerg-4802	152	3	heads	head	NOUN
fuelectenerg-4802	152	4	will	will	AUX
fuelectenerg-4802	152	5	monitor	monitor	VERB
fuelectenerg-4802	152	6	the	the	DET
fuelectenerg-4802	152	7	sns	sns	PROPN
fuelectenerg-4802	152	8	to	to	PART
fuelectenerg-4802	152	9	detect	detect	VERB
fuelectenerg-4802	152	10	attacks	attack	NOUN
fuelectenerg-4802	152	11	.	.	PUNCT
fuelectenerg-4802	153	1	furthermore	furthermore	ADV
fuelectenerg-4802	153	2	,	,	PUNCT
fuelectenerg-4802	153	3	the	the	DET
fuelectenerg-4802	153	4	cluster	cluster	NOUN
fuelectenerg-4802	153	5	heads	head	NOUN
fuelectenerg-4802	153	6	will	will	AUX
fuelectenerg-4802	153	7	filter	filter	VERB
fuelectenerg-4802	153	8	abnormal	abnormal	ADJ
fuelectenerg-4802	153	9	data	datum	NOUN
fuelectenerg-4802	153	10	and	and	CCONJ
fuelectenerg-4802	153	11	forward	forward	ADV
fuelectenerg-4802	153	12	all	all	DET
fuelectenerg-4802	153	13	the	the	DET
fuelectenerg-4802	153	14	reliable	reliable	ADJ
fuelectenerg-4802	153	15	sensed	sense	VERB
fuelectenerg-4802	153	16	information	information	NOUN
fuelectenerg-4802	153	17	to	to	ADP
fuelectenerg-4802	153	18	the	the	DET
fuelectenerg-4802	153	19	bs	bs	NOUN
fuelectenerg-4802	153	20	,	,	PUNCT
fuelectenerg-4802	153	21	either	either	CCONJ
fuelectenerg-4802	153	22	directly	directly	ADV
fuelectenerg-4802	153	23	or	or	CCONJ
fuelectenerg-4802	153	24	via	via	ADP
fuelectenerg-4802	153	25	one	one	NUM
fuelectenerg-4802	153	26	or	or	CCONJ
fuelectenerg-4802	153	27	more	more	ADJ
fuelectenerg-4802	153	28	relay	relay	NOUN
fuelectenerg-4802	153	29	nodes	node	NOUN
fuelectenerg-4802	153	30	.	.	PUNCT
fuelectenerg-4802	154	1	from	from	ADP
fuelectenerg-4802	154	2	the	the	DET
fuelectenerg-4802	154	3	literature	literature	NOUN
fuelectenerg-4802	154	4	,	,	PUNCT
fuelectenerg-4802	154	5	the	the	DET
fuelectenerg-4802	154	6	relay	relay	NOUN
fuelectenerg-4802	154	7	nodes	nod	VERB
fuelectenerg-4802	154	8	can	can	AUX
fuelectenerg-4802	154	9	either	either	CCONJ
fuelectenerg-4802	154	10	be	be	AUX
fuelectenerg-4802	154	11	a	a	DET
fuelectenerg-4802	154	12	cluster	cluster	NOUN
fuelectenerg-4802	154	13	head	head	NOUN
fuelectenerg-4802	154	14	node	node	NOUN
fuelectenerg-4802	154	15	or	or	CCONJ
fuelectenerg-4802	154	16	a	a	DET
fuelectenerg-4802	154	17	non	non	ADJ
fuelectenerg-4802	154	18	-	-	ADJ
fuelectenerg-4802	154	19	cluster	cluster	ADJ
fuelectenerg-4802	154	20	head	head	NOUN
fuelectenerg-4802	154	21	node	node	VERB
fuelectenerg-4802	154	22	[	[	X
fuelectenerg-4802	154	23	3	3	NUM
fuelectenerg-4802	154	24	]	]	PUNCT
fuelectenerg-4802	154	25	.	.	PUNCT
fuelectenerg-4802	155	1	since	since	SCONJ
fuelectenerg-4802	155	2	our	our	PRON
fuelectenerg-4802	155	3	proposed	propose	VERB
fuelectenerg-4802	155	4	ids	id	NOUN
fuelectenerg-4802	155	5	are	be	AUX
fuelectenerg-4802	155	6	installed	instal	VERB
fuelectenerg-4802	155	7	only	only	ADV
fuelectenerg-4802	155	8	on	on	ADP
fuelectenerg-4802	155	9	the	the	DET
fuelectenerg-4802	155	10	cluster	cluster	NOUN
fuelectenerg-4802	155	11	head	head	NOUN
fuelectenerg-4802	155	12	nodes	nod	VERB
fuelectenerg-4802	155	13	,	,	PUNCT
fuelectenerg-4802	155	14	we	we	PRON
fuelectenerg-4802	155	15	assume	assume	VERB
fuelectenerg-4802	155	16	that	that	SCONJ
fuelectenerg-4802	155	17	the	the	DET
fuelectenerg-4802	155	18	relay	relay	NOUN
fuelectenerg-4802	155	19	nodes	nod	VERB
fuelectenerg-4802	155	20	towards	towards	ADP
fuelectenerg-4802	155	21	the	the	DET
fuelectenerg-4802	155	22	bs	bs	NOUN
fuelectenerg-4802	155	23	can	can	AUX
fuelectenerg-4802	155	24	only	only	ADV
fuelectenerg-4802	155	25	be	be	AUX
fuelectenerg-4802	155	26	a	a	DET
fuelectenerg-4802	155	27	cluster	cluster	NOUN
fuelectenerg-4802	155	28	head	head	NOUN
fuelectenerg-4802	155	29	node	node	VERB
fuelectenerg-4802	155	30	in	in	ADP
fuelectenerg-4802	155	31	order	order	NOUN
fuelectenerg-4802	155	32	to	to	PART
fuelectenerg-4802	155	33	maintain	maintain	VERB
fuelectenerg-4802	155	34	high	high	ADJ
fuelectenerg-4802	155	35	availability	availability	NOUN
fuelectenerg-4802	155	36	.	.	PUNCT
fuelectenerg-4802	156	1	more	more	ADV
fuelectenerg-4802	156	2	so	so	ADV
fuelectenerg-4802	156	3	,	,	PUNCT
fuelectenerg-4802	156	4	the	the	DET
fuelectenerg-4802	156	5	ids	id	NOUN
fuelectenerg-4802	156	6	is	be	AUX
fuelectenerg-4802	156	7	deployed	deploy	VERB
fuelectenerg-4802	156	8	only	only	ADV
fuelectenerg-4802	156	9	on	on	ADP
fuelectenerg-4802	156	10	the	the	DET
fuelectenerg-4802	156	11	cluster	cluster	NOUN
fuelectenerg-4802	156	12	head	head	NOUN
fuelectenerg-4802	156	13	nodes	nod	VERB
fuelectenerg-4802	156	14	to	to	PART
fuelectenerg-4802	156	15	conserve	conserve	VERB
fuelectenerg-4802	156	16	the	the	DET
fuelectenerg-4802	156	17	battery	battery	NOUN
fuelectenerg-4802	156	18	energy	energy	NOUN
fuelectenerg-4802	156	19	of	of	ADP
fuelectenerg-4802	156	20	the	the	DET
fuelectenerg-4802	156	21	non	non	ADJ
fuelectenerg-4802	156	22	-	-	ADJ
fuelectenerg-4802	156	23	cluster	cluster	ADJ
fuelectenerg-4802	156	24	head	head	NOUN
fuelectenerg-4802	156	25	nodes	nod	VERB
fuelectenerg-4802	156	26	,	,	PUNCT
fuelectenerg-4802	156	27	which	which	PRON
fuelectenerg-4802	156	28	in	in	ADP
fuelectenerg-4802	156	29	turns	turn	NOUN
fuelectenerg-4802	156	30	prolong	prolong	VERB
fuelectenerg-4802	156	31	the	the	DET
fuelectenerg-4802	156	32	network	network	NOUN
fuelectenerg-4802	156	33	lifetime	lifetime	NOUN
fuelectenerg-4802	156	34	and	and	CCONJ
fuelectenerg-4802	156	35	functionality	functionality	NOUN
fuelectenerg-4802	156	36	.	.	PUNCT
fuelectenerg-4802	157	1	finally	finally	ADV
fuelectenerg-4802	157	2	,	,	PUNCT
fuelectenerg-4802	157	3	the	the	DET
fuelectenerg-4802	157	4	bs	bs	PROPN
fuelectenerg-4802	157	5	integrates	integrate	VERB
fuelectenerg-4802	157	6	all	all	DET
fuelectenerg-4802	157	7	the	the	DET
fuelectenerg-4802	157	8	collected	collected	ADJ
fuelectenerg-4802	157	9	information	information	NOUN
fuelectenerg-4802	157	10	and	and	CCONJ
fuelectenerg-4802	157	11	transmits	transmit	VERB
fuelectenerg-4802	157	12	the	the	DET
fuelectenerg-4802	157	13	final	final	ADJ
fuelectenerg-4802	157	14	result	result	NOUN
fuelectenerg-4802	157	15	to	to	ADP
fuelectenerg-4802	157	16	the	the	DET
fuelectenerg-4802	157	17	end	end	NOUN
fuelectenerg-4802	157	18	user	user	NOUN
fuelectenerg-4802	157	19	.	.	PUNCT
fuelectenerg-4802	158	1	this	this	DET
fuelectenerg-4802	158	2	proposed	propose	VERB
fuelectenerg-4802	158	3	ids	ids	NOUN
fuelectenerg-4802	158	4	defence	defence	NOUN
fuelectenerg-4802	158	5	solution	solution	NOUN
fuelectenerg-4802	158	6	can	can	AUX
fuelectenerg-4802	158	7	be	be	AUX
fuelectenerg-4802	158	8	deployed	deploy	VERB
fuelectenerg-4802	158	9	with	with	ADP
fuelectenerg-4802	158	10	relevant	relevant	ADJ
fuelectenerg-4802	158	11	energyefficient	energyefficient	NOUN
fuelectenerg-4802	158	12	and	and	CCONJ
fuelectenerg-4802	158	13	energy	energy	NOUN
fuelectenerg-4802	158	14	-	-	PUNCT
fuelectenerg-4802	158	15	balanced	balance	VERB
fuelectenerg-4802	158	16	clustering	clustering	ADJ
fuelectenerg-4802	158	17	routing	route	VERB
fuelectenerg-4802	158	18	protocols	protocol	NOUN
fuelectenerg-4802	158	19	such	such	ADJ
fuelectenerg-4802	158	20	as	as	ADP
fuelectenerg-4802	158	21	[	[	X
fuelectenerg-4802	158	22	25	25	NUM
fuelectenerg-4802	158	23	,	,	PUNCT
fuelectenerg-4802	158	24	26	26	NUM
fuelectenerg-4802	158	25	,	,	PUNCT
fuelectenerg-4802	158	26	27	27	NUM
fuelectenerg-4802	158	27	,	,	PUNCT
fuelectenerg-4802	158	28	28	28	NUM
fuelectenerg-4802	158	29	,	,	PUNCT
fuelectenerg-4802	158	30	29	29	NUM
fuelectenerg-4802	158	31	]	]	PUNCT
fuelectenerg-4802	158	32	.	.	PUNCT
fuelectenerg-4802	159	1	however	however	ADV
fuelectenerg-4802	159	2	,	,	PUNCT
fuelectenerg-4802	159	3	in	in	ADP
fuelectenerg-4802	159	4	this	this	DET
fuelectenerg-4802	159	5	paper	paper	NOUN
fuelectenerg-4802	159	6	,	,	PUNCT
fuelectenerg-4802	159	7	we	we	PRON
fuelectenerg-4802	159	8	verify	verify	VERB
fuelectenerg-4802	159	9	our	our	PRON
fuelectenerg-4802	159	10	proposed	propose	VERB
fuelectenerg-4802	159	11	ids	id	NOUN
fuelectenerg-4802	159	12	solution	solution	NOUN
fuelectenerg-4802	159	13	with	with	ADP
fuelectenerg-4802	159	14	the	the	DET
fuelectenerg-4802	159	15	routing	routing	NOUN
fuelectenerg-4802	159	16	algorithm	algorithm	NOUN
fuelectenerg-4802	159	17	proposed	propose	VERB
fuelectenerg-4802	159	18	in	in	ADP
fuelectenerg-4802	159	19	[	[	X
fuelectenerg-4802	159	20	26	26	NUM
fuelectenerg-4802	159	21	]	]	PUNCT
fuelectenerg-4802	159	22	.	.	PUNCT
fuelectenerg-4802	160	1	feature	feature	NOUN
fuelectenerg-4802	160	2	selection	selection	NOUN
fuelectenerg-4802	160	3	for	for	ADP
fuelectenerg-4802	160	4	intrusion	intrusion	NOUN
fuelectenerg-4802	160	5	detection	detection	NOUN
fuelectenerg-4802	160	6	system	system	NOUN
fuelectenerg-4802	160	7	in	in	ADP
fuelectenerg-4802	160	8	a	a	DET
fuelectenerg-4802	160	9	cluster	cluster	NOUN
fuelectenerg-4802	160	10	-	-	PUNCT
fuelectenerg-4802	160	11	based	base	VERB
fuelectenerg-4802	160	12	heterogeneous	heterogeneous	ADJ
fuelectenerg-4802	160	13	wireless	wireless	ADJ
fuelectenerg-4802	160	14	sensor	sensor	NOUN
fuelectenerg-4802	160	15	network	network	NOUN
fuelectenerg-4802	160	16	321	321	NUM
fuelectenerg-4802	160	17	fig	fig	NOUN
fuelectenerg-4802	160	18	.	.	PUNCT
fuelectenerg-4802	161	1	1	1	NUM
fuelectenerg-4802	161	2	typical	typical	ADJ
fuelectenerg-4802	161	3	example	example	NOUN
fuelectenerg-4802	161	4	of	of	ADP
fuelectenerg-4802	161	5	a	a	DET
fuelectenerg-4802	161	6	cluster	cluster	NOUN
fuelectenerg-4802	161	7	-	-	PUNCT
fuelectenerg-4802	161	8	based	base	VERB
fuelectenerg-4802	161	9	wsn	wsn	NOUN
fuelectenerg-4802	161	10	in	in	ADP
fuelectenerg-4802	161	11	this	this	DET
fuelectenerg-4802	161	12	section	section	NOUN
fuelectenerg-4802	161	13	,	,	PUNCT
fuelectenerg-4802	161	14	we	we	PRON
fuelectenerg-4802	161	15	present	present	VERB
fuelectenerg-4802	161	16	a	a	DET
fuelectenerg-4802	161	17	detailed	detailed	ADJ
fuelectenerg-4802	161	18	explanation	explanation	NOUN
fuelectenerg-4802	161	19	of	of	ADP
fuelectenerg-4802	161	20	our	our	PRON
fuelectenerg-4802	161	21	proposed	propose	VERB
fuelectenerg-4802	161	22	ids	id	NOUN
fuelectenerg-4802	161	23	.	.	PUNCT
fuelectenerg-4802	162	1	current	current	ADJ
fuelectenerg-4802	162	2	feature	feature	NOUN
fuelectenerg-4802	162	3	selection	selection	NOUN
fuelectenerg-4802	162	4	methods	method	NOUN
fuelectenerg-4802	162	5	can	can	AUX
fuelectenerg-4802	162	6	be	be	AUX
fuelectenerg-4802	162	7	categorised	categorise	VERB
fuelectenerg-4802	162	8	into	into	ADP
fuelectenerg-4802	162	9	filter	filter	NOUN
fuelectenerg-4802	162	10	,	,	PUNCT
fuelectenerg-4802	162	11	wrapper	wrapper	NOUN
fuelectenerg-4802	162	12	and	and	CCONJ
fuelectenerg-4802	162	13	embedded	embed	VERB
fuelectenerg-4802	162	14	method	method	NOUN
fuelectenerg-4802	162	15	.	.	PUNCT
fuelectenerg-4802	163	1	while	while	SCONJ
fuelectenerg-4802	163	2	wrapper	wrapper	NOUN
fuelectenerg-4802	163	3	and	and	CCONJ
fuelectenerg-4802	163	4	embedded	embed	VERB
fuelectenerg-4802	163	5	methods	method	NOUN
fuelectenerg-4802	163	6	are	be	AUX
fuelectenerg-4802	163	7	time	time	NOUN
fuelectenerg-4802	163	8	consuming	consume	VERB
fuelectenerg-4802	163	9	and	and	CCONJ
fuelectenerg-4802	163	10	require	require	VERB
fuelectenerg-4802	163	11	specific	specific	ADJ
fuelectenerg-4802	163	12	classification	classification	NOUN
fuelectenerg-4802	163	13	techniques	technique	NOUN
fuelectenerg-4802	163	14	to	to	PART
fuelectenerg-4802	163	15	determine	determine	VERB
fuelectenerg-4802	163	16	the	the	DET
fuelectenerg-4802	163	17	importance	importance	NOUN
fuelectenerg-4802	163	18	of	of	ADP
fuelectenerg-4802	163	19	feature	feature	NOUN
fuelectenerg-4802	163	20	subset	subset	NOUN
fuelectenerg-4802	163	21	,	,	PUNCT
fuelectenerg-4802	163	22	filter	filter	NOUN
fuelectenerg-4802	163	23	methods	method	NOUN
fuelectenerg-4802	163	24	often	often	ADV
fuelectenerg-4802	163	25	rely	rely	VERB
fuelectenerg-4802	163	26	on	on	ADP
fuelectenerg-4802	163	27	the	the	DET
fuelectenerg-4802	163	28	general	general	ADJ
fuelectenerg-4802	163	29	attributes	attribute	NOUN
fuelectenerg-4802	163	30	of	of	ADP
fuelectenerg-4802	163	31	the	the	DET
fuelectenerg-4802	163	32	dataset	dataset	NOUN
fuelectenerg-4802	163	33	to	to	PART
fuelectenerg-4802	163	34	carry	carry	VERB
fuelectenerg-4802	163	35	out	out	ADP
fuelectenerg-4802	163	36	data	datum	NOUN
fuelectenerg-4802	163	37	pre	pre	ADJ
fuelectenerg-4802	163	38	-	-	NOUN
fuelectenerg-4802	163	39	processing	processing	ADJ
fuelectenerg-4802	163	40	;	;	PUNCT
fuelectenerg-4802	163	41	a	a	DET
fuelectenerg-4802	163	42	step	step	NOUN
fuelectenerg-4802	163	43	which	which	PRON
fuelectenerg-4802	163	44	is	be	AUX
fuelectenerg-4802	163	45	independent	independent	ADJ
fuelectenerg-4802	163	46	of	of	ADP
fuelectenerg-4802	163	47	the	the	DET
fuelectenerg-4802	163	48	induction	induction	NOUN
fuelectenerg-4802	163	49	algorithm	algorithm	NOUN
fuelectenerg-4802	163	50	[	[	X
fuelectenerg-4802	163	51	11	11	NUM
fuelectenerg-4802	163	52	]	]	PUNCT
fuelectenerg-4802	163	53	.	.	PUNCT
fuelectenerg-4802	164	1	furthermore	furthermore	ADV
fuelectenerg-4802	164	2	,	,	PUNCT
fuelectenerg-4802	164	3	filter	filter	NOUN
fuelectenerg-4802	164	4	methods	method	NOUN
fuelectenerg-4802	164	5	can	can	AUX
fuelectenerg-4802	164	6	be	be	AUX
fuelectenerg-4802	164	7	classified	classify	VERB
fuelectenerg-4802	164	8	into	into	ADP
fuelectenerg-4802	164	9	univariate	univariate	ADJ
fuelectenerg-4802	164	10	and	and	CCONJ
fuelectenerg-4802	164	11	multivariate	multivariate	NOUN
fuelectenerg-4802	164	12	techniques	technique	NOUN
fuelectenerg-4802	164	13	.	.	PUNCT
fuelectenerg-4802	165	1	univariate	univariate	ADJ
fuelectenerg-4802	165	2	techniques	technique	NOUN
fuelectenerg-4802	165	3	,	,	PUNCT
fuelectenerg-4802	165	4	such	such	ADJ
fuelectenerg-4802	165	5	as	as	ADP
fuelectenerg-4802	165	6	information	information	NOUN
fuelectenerg-4802	165	7	gain	gain	NOUN
fuelectenerg-4802	165	8	,	,	PUNCT
fuelectenerg-4802	165	9	presents	present	VERB
fuelectenerg-4802	165	10	an	an	DET
fuelectenerg-4802	165	11	efficient	efficient	ADJ
fuelectenerg-4802	165	12	and	and	CCONJ
fuelectenerg-4802	165	13	scalable	scalable	ADJ
fuelectenerg-4802	165	14	method	method	NOUN
fuelectenerg-4802	165	15	,	,	PUNCT
fuelectenerg-4802	165	16	however	however	ADV
fuelectenerg-4802	165	17	they	they	PRON
fuelectenerg-4802	165	18	tend	tend	VERB
fuelectenerg-4802	165	19	to	to	PART
fuelectenerg-4802	165	20	disregard	disregard	VERB
fuelectenerg-4802	165	21	feature	feature	NOUN
fuelectenerg-4802	165	22	dependencies	dependency	NOUN
fuelectenerg-4802	165	23	.	.	PUNCT
fuelectenerg-4802	166	1	multivariate	multivariate	NOUN
fuelectenerg-4802	166	2	filter	filter	NOUN
fuelectenerg-4802	166	3	techniques	technique	NOUN
fuelectenerg-4802	166	4	,	,	PUNCT
fuelectenerg-4802	166	5	on	on	ADP
fuelectenerg-4802	166	6	the	the	DET
fuelectenerg-4802	166	7	other	other	ADJ
fuelectenerg-4802	166	8	hand	hand	NOUN
fuelectenerg-4802	166	9	,	,	PUNCT
fuelectenerg-4802	166	10	incorporate	incorporate	VERB
fuelectenerg-4802	166	11	feature	feature	NOUN
fuelectenerg-4802	166	12	dependencies	dependency	NOUN
fuelectenerg-4802	166	13	.	.	PUNCT
fuelectenerg-4802	167	1	this	this	PRON
fuelectenerg-4802	167	2	makes	make	VERB
fuelectenerg-4802	167	3	multivariate	multivariate	NOUN
fuelectenerg-4802	167	4	techniques	technique	NOUN
fuelectenerg-4802	167	5	more	more	ADV
fuelectenerg-4802	167	6	complex	complex	ADJ
fuelectenerg-4802	167	7	.	.	PUNCT
fuelectenerg-4802	168	1	the	the	DET
fuelectenerg-4802	168	2	system	system	NOUN
fuelectenerg-4802	168	3	that	that	PRON
fuelectenerg-4802	168	4	use	use	VERB
fuelectenerg-4802	168	5	multivariate	multivariate	NOUN
fuelectenerg-4802	168	6	techniques	technique	NOUN
fuelectenerg-4802	168	7	are	be	AUX
fuelectenerg-4802	168	8	less	less	ADV
fuelectenerg-4802	168	9	scalable	scalable	ADJ
fuelectenerg-4802	168	10	and	and	CCONJ
fuelectenerg-4802	168	11	have	have	VERB
fuelectenerg-4802	168	12	a	a	DET
fuelectenerg-4802	168	13	longer	long	ADV
fuelectenerg-4802	168	14	computational	computational	ADJ
fuelectenerg-4802	168	15	time	time	NOUN
fuelectenerg-4802	168	16	than	than	ADP
fuelectenerg-4802	168	17	systems	system	NOUN
fuelectenerg-4802	168	18	incorporating	incorporate	VERB
fuelectenerg-4802	168	19	univariate	univariate	ADJ
fuelectenerg-4802	168	20	techniques	technique	NOUN
fuelectenerg-4802	168	21	.	.	PUNCT
fuelectenerg-4802	169	1	in	in	ADP
fuelectenerg-4802	169	2	this	this	DET
fuelectenerg-4802	169	3	work	work	NOUN
fuelectenerg-4802	169	4	,	,	PUNCT
fuelectenerg-4802	169	5	we	we	PRON
fuelectenerg-4802	169	6	combine	combine	VERB
fuelectenerg-4802	169	7	three	three	NUM
fuelectenerg-4802	169	8	filter	filter	NOUN
fuelectenerg-4802	169	9	selection	selection	NOUN
fuelectenerg-4802	169	10	methods	method	NOUN
fuelectenerg-4802	169	11	,	,	PUNCT
fuelectenerg-4802	169	12	gain	gain	VERB
fuelectenerg-4802	169	13	ratio	ratio	NOUN
fuelectenerg-4802	169	14	,	,	PUNCT
fuelectenerg-4802	169	15	chi	chi	NOUN
fuelectenerg-4802	169	16	-	-	PUNCT
fuelectenerg-4802	169	17	squared	square	VERB
fuelectenerg-4802	169	18	,	,	PUNCT
fuelectenerg-4802	169	19	relieff	relieff	NOUN
fuelectenerg-4802	169	20	,	,	PUNCT
fuelectenerg-4802	169	21	herein	herein	NOUN
fuelectenerg-4802	169	22	referred	refer	VERB
fuelectenerg-4802	169	23	to	to	ADP
fuelectenerg-4802	169	24	as	as	ADP
fuelectenerg-4802	169	25	triple	triple	ADJ
fuelectenerg-4802	169	26	-	-	PUNCT
fuelectenerg-4802	169	27	filter	filter	NOUN
fuelectenerg-4802	169	28	method	method	NOUN
fuelectenerg-4802	169	29	.	.	PUNCT
fuelectenerg-4802	170	1	the	the	DET
fuelectenerg-4802	170	2	choice	choice	NOUN
fuelectenerg-4802	170	3	of	of	ADP
fuelectenerg-4802	170	4	these	these	DET
fuelectenerg-4802	170	5	filter	filter	NOUN
fuelectenerg-4802	170	6	methods	method	NOUN
fuelectenerg-4802	170	7	is	be	AUX
fuelectenerg-4802	170	8	due	due	ADJ
fuelectenerg-4802	170	9	to	to	ADP
fuelectenerg-4802	170	10	its	its	PRON
fuelectenerg-4802	170	11	ranking	ranking	ADJ
fuelectenerg-4802	170	12	and	and	CCONJ
fuelectenerg-4802	170	13	space	space	NOUN
fuelectenerg-4802	170	14	searching	searching	NOUN
fuelectenerg-4802	170	15	algorithm	algorithm	NOUN
fuelectenerg-4802	170	16	.	.	PUNCT
fuelectenerg-4802	171	1	furthermore	furthermore	ADV
fuelectenerg-4802	171	2	,	,	PUNCT
fuelectenerg-4802	171	3	research	research	NOUN
fuelectenerg-4802	171	4	has	have	AUX
fuelectenerg-4802	171	5	shown	show	VERB
fuelectenerg-4802	171	6	that	that	SCONJ
fuelectenerg-4802	171	7	combining	combine	VERB
fuelectenerg-4802	171	8	feature	feature	NOUN
fuelectenerg-4802	171	9	selection	selection	NOUN
fuelectenerg-4802	171	10	methods	method	NOUN
fuelectenerg-4802	171	11	can	can	AUX
fuelectenerg-4802	171	12	improve	improve	VERB
fuelectenerg-4802	171	13	the	the	DET
fuelectenerg-4802	171	14	performance	performance	NOUN
fuelectenerg-4802	171	15	of	of	ADP
fuelectenerg-4802	171	16	classifiers	classifier	NOUN
fuelectenerg-4802	171	17	by	by	ADP
fuelectenerg-4802	171	18	identifying	identify	VERB
fuelectenerg-4802	171	19	features	feature	NOUN
fuelectenerg-4802	171	20	that	that	PRON
fuelectenerg-4802	171	21	are	be	AUX
fuelectenerg-4802	171	22	weak	weak	ADJ
fuelectenerg-4802	171	23	individually	individually	ADV
fuelectenerg-4802	171	24	but	but	CCONJ
fuelectenerg-4802	171	25	strong	strong	ADJ
fuelectenerg-4802	171	26	as	as	ADP
fuelectenerg-4802	171	27	a	a	DET
fuelectenerg-4802	171	28	group	group	NOUN
fuelectenerg-4802	171	29	[	[	X
fuelectenerg-4802	171	30	31	31	NUM
fuelectenerg-4802	171	31	]	]	PUNCT
fuelectenerg-4802	171	32	.	.	PUNCT
fuelectenerg-4802	172	1	our	our	PRON
fuelectenerg-4802	172	2	proposed	propose	VERB
fuelectenerg-4802	172	3	triple	triple	ADJ
fuelectenerg-4802	172	4	-	-	PUNCT
fuelectenerg-4802	172	5	filter	filter	NOUN
fuelectenerg-4802	172	6	method	method	NOUN
fuelectenerg-4802	172	7	relies	rely	VERB
fuelectenerg-4802	172	8	on	on	ADP
fuelectenerg-4802	172	9	the	the	DET
fuelectenerg-4802	172	10	combined	combine	VERB
fuelectenerg-4802	172	11	strength	strength	NOUN
fuelectenerg-4802	172	12	of	of	ADP
fuelectenerg-4802	172	13	the	the	DET
fuelectenerg-4802	172	14	trio	trio	NOUN
fuelectenerg-4802	172	15	to	to	PART
fuelectenerg-4802	172	16	determine	determine	VERB
fuelectenerg-4802	172	17	the	the	DET
fuelectenerg-4802	172	18	features	feature	NOUN
fuelectenerg-4802	172	19	that	that	PRON
fuelectenerg-4802	172	20	are	be	AUX
fuelectenerg-4802	172	21	strong	strong	ADJ
fuelectenerg-4802	172	22	in	in	ADP
fuelectenerg-4802	172	23	determining	determine	VERB
fuelectenerg-4802	172	24	the	the	DET
fuelectenerg-4802	172	25	output	output	NOUN
fuelectenerg-4802	172	26	class	class	NOUN
fuelectenerg-4802	172	27	.	.	PUNCT
fuelectenerg-4802	173	1	here	here	ADV
fuelectenerg-4802	173	2	,	,	PUNCT
fuelectenerg-4802	173	3	we	we	PRON
fuelectenerg-4802	173	4	select	select	VERB
fuelectenerg-4802	173	5	14	14	NUM
fuelectenerg-4802	173	6	most	most	ADV
fuelectenerg-4802	173	7	important	important	ADJ
fuelectenerg-4802	173	8	features	feature	NOUN
fuelectenerg-4802	173	9	.	.	PUNCT
fuelectenerg-4802	174	1	a.	a.	NOUN
fuelectenerg-4802	174	2	gain	gain	NOUN
fuelectenerg-4802	174	3	ratio	ratio	NOUN
fuelectenerg-4802	174	4	in	in	ADP
fuelectenerg-4802	174	5	filter	filter	NOUN
fuelectenerg-4802	174	6	feature	feature	NOUN
fuelectenerg-4802	174	7	selection	selection	NOUN
fuelectenerg-4802	174	8	,	,	PUNCT
fuelectenerg-4802	174	9	the	the	DET
fuelectenerg-4802	174	10	value	value	NOUN
fuelectenerg-4802	174	11	of	of	ADP
fuelectenerg-4802	174	12	gain	gain	NOUN
fuelectenerg-4802	174	13	ratio	ratio	NOUN
fuelectenerg-4802	174	14	is	be	AUX
fuelectenerg-4802	174	15	said	say	VERB
fuelectenerg-4802	174	16	to	to	PART
fuelectenerg-4802	174	17	be	be	AUX
fuelectenerg-4802	174	18	large	large	ADJ
fuelectenerg-4802	174	19	when	when	SCONJ
fuelectenerg-4802	174	20	data	datum	NOUN
fuelectenerg-4802	174	21	are	be	AUX
fuelectenerg-4802	174	22	evenly	evenly	ADV
fuelectenerg-4802	174	23	spread	spread	VERB
fuelectenerg-4802	174	24	while	while	SCONJ
fuelectenerg-4802	174	25	it	it	PRON
fuelectenerg-4802	174	26	presents	present	VERB
fuelectenerg-4802	174	27	a	a	DET
fuelectenerg-4802	174	28	small	small	ADJ
fuelectenerg-4802	174	29	value	value	NOUN
fuelectenerg-4802	174	30	when	when	SCONJ
fuelectenerg-4802	174	31	all	all	DET
fuelectenerg-4802	174	32	data	datum	NOUN
fuelectenerg-4802	174	33	belongs	belong	VERB
fuelectenerg-4802	174	34	to	to	ADP
fuelectenerg-4802	174	35	only	only	ADV
fuelectenerg-4802	174	36	one	one	NUM
fuelectenerg-4802	174	37	branch	branch	NOUN
fuelectenerg-4802	174	38	of	of	ADP
fuelectenerg-4802	174	39	attribute	attribute	NOUN
fuelectenerg-4802	174	40	.	.	PUNCT
fuelectenerg-4802	175	1	gain	gain	NOUN
fuelectenerg-4802	175	2	ratio	ratio	NOUN
fuelectenerg-4802	175	3	is	be	AUX
fuelectenerg-4802	175	4	an	an	DET
fuelectenerg-4802	175	5	improvement	improvement	NOUN
fuelectenerg-4802	175	6	on	on	ADP
fuelectenerg-4802	175	7	information	information	NOUN
fuelectenerg-4802	175	8	gain	gain	NOUN
fuelectenerg-4802	175	9	that	that	PRON
fuelectenerg-4802	175	10	remedies	remedy	VERB
fuelectenerg-4802	175	11	its	its	PRON
fuelectenerg-4802	175	12	bias	bias	NOUN
fuelectenerg-4802	175	13	towards	towards	ADP
fuelectenerg-4802	175	14	features	feature	NOUN
fuelectenerg-4802	175	15	with	with	ADP
fuelectenerg-4802	175	16	large	large	ADJ
fuelectenerg-4802	175	17	diversity	diversity	NOUN
fuelectenerg-4802	175	18	value	value	NOUN
fuelectenerg-4802	175	19	exhibited	exhibit	VERB
fuelectenerg-4802	175	20	by	by	ADP
fuelectenerg-4802	175	21	the	the	DET
fuelectenerg-4802	175	22	latter	latter	ADJ
fuelectenerg-4802	175	23	.	.	PUNCT
fuelectenerg-4802	176	1	it	it	PRON
fuelectenerg-4802	176	2	uses	use	VERB
fuelectenerg-4802	176	3	the	the	DET
fuelectenerg-4802	176	4	number	number	NOUN
fuelectenerg-4802	176	5	and	and	CCONJ
fuelectenerg-4802	176	6	size	size	NOUN
fuelectenerg-4802	176	7	of	of	ADP
fuelectenerg-4802	176	8	branches	branch	NOUN
fuelectenerg-4802	176	9	to	to	PART
fuelectenerg-4802	176	10	determine	determine	VERB
fuelectenerg-4802	176	11	an	an	DET
fuelectenerg-4802	176	12	attribute	attribute	NOUN
fuelectenerg-4802	176	13	and	and	CCONJ
fuelectenerg-4802	176	14	corrects	correct	VERB
fuelectenerg-4802	176	15	information	information	NOUN
fuelectenerg-4802	176	16	gain	gain	NOUN
fuelectenerg-4802	176	17	by	by	ADP
fuelectenerg-4802	176	18	using	use	VERB
fuelectenerg-4802	176	19	intrinsic	intrinsic	ADJ
fuelectenerg-4802	176	20	information	information	NOUN
fuelectenerg-4802	176	21	[	[	X
fuelectenerg-4802	176	22	30	30	NUM
fuelectenerg-4802	176	23	]	]	PUNCT
fuelectenerg-4802	176	24	.	.	PUNCT
fuelectenerg-4802	177	1	intrinsic	intrinsic	ADJ
fuelectenerg-4802	177	2	information	information	NOUN
fuelectenerg-4802	177	3	is	be	AUX
fuelectenerg-4802	177	4	the	the	DET
fuelectenerg-4802	177	5	entropy	entropy	NOUN
fuelectenerg-4802	177	6	of	of	ADP
fuelectenerg-4802	177	7	distribution	distribution	NOUN
fuelectenerg-4802	177	8	of	of	ADP
fuelectenerg-4802	177	9	instance	instance	NOUN
fuelectenerg-4802	177	10	value	value	NOUN
fuelectenerg-4802	177	11	for	for	ADP
fuelectenerg-4802	177	12	a	a	DET
fuelectenerg-4802	177	13	given	give	VERB
fuelectenerg-4802	177	14	feature	feature	NOUN
fuelectenerg-4802	177	15	.	.	PUNCT
fuelectenerg-4802	178	1	gain	gain	NOUN
fuelectenerg-4802	178	2	ratio	ratio	NOUN
fuelectenerg-4802	178	3	can	can	AUX
fuelectenerg-4802	178	4	be	be	AUX
fuelectenerg-4802	178	5	calculated	calculate	VERB
fuelectenerg-4802	178	6	[	[	X
fuelectenerg-4802	178	7	30	30	NUM
fuelectenerg-4802	178	8	]	]	PUNCT
fuelectenerg-4802	178	9	for	for	ADP
fuelectenerg-4802	178	10	a	a	DET
fuelectenerg-4802	178	11	given	give	VERB
fuelectenerg-4802	178	12	feature	feature	NOUN
fuelectenerg-4802	178	13	and	and	CCONJ
fuelectenerg-4802	178	14	a	a	DET
fuelectenerg-4802	178	15	feature	feature	NOUN
fuelectenerg-4802	178	16	value	value	NOUN
fuelectenerg-4802	178	17	of	of	ADP
fuelectenerg-4802	178	18	using	use	VERB
fuelectenerg-4802	178	19	the	the	DET
fuelectenerg-4802	178	20	equation	equation	NOUN
fuelectenerg-4802	178	21	(	(	PUNCT
fuelectenerg-4802	178	22	1	1	NUM
fuelectenerg-4802	178	23	)	)	PUNCT
fuelectenerg-4802	178	24	below	below	ADP
fuelectenerg-4802	178	25	322	322	NUM
fuelectenerg-4802	178	26	o.	o.	PROPN
fuelectenerg-4802	178	27	osanaiye	osanaiye	PROPN
fuelectenerg-4802	178	28	,	,	PUNCT
fuelectenerg-4802	178	29	o.	o.	PROPN
fuelectenerg-4802	178	30	ogundile	ogundile	PROPN
fuelectenerg-4802	178	31	,	,	PUNCT
fuelectenerg-4802	178	32	f.	f.	PROPN
fuelectenerg-4802	178	33	aina	aina	PROPN
fuelectenerg-4802	178	34	,	,	PUNCT
fuelectenerg-4802	178	35	a.	a.	NOUN
fuelectenerg-4802	178	36	periola	periola	PROPN
fuelectenerg-4802	178	37	(	(	PUNCT
fuelectenerg-4802	178	38	)	)	PUNCT
fuelectenerg-4802	178	39	(	(	PUNCT
fuelectenerg-4802	178	40	)	)	PUNCT
fuelectenerg-4802	178	41	(	(	PUNCT
fuelectenerg-4802	178	42	)	)	PUNCT
fuelectenerg-4802	178	43	(	(	PUNCT
fuelectenerg-4802	178	44	1	1	X
fuelectenerg-4802	178	45	)	)	PUNCT
fuelectenerg-4802	178	46	where	where	SCONJ
fuelectenerg-4802	178	47	,	,	PUNCT
fuelectenerg-4802	178	48	intrinsic	intrinsic	ADJ
fuelectenerg-4802	178	49	value	value	NOUN
fuelectenerg-4802	178	50	(	(	PUNCT
fuelectenerg-4802	178	51	)	)	PUNCT
fuelectenerg-4802	178	52	∑	∑	ADV
fuelectenerg-4802	178	53	is	be	AUX
fuelectenerg-4802	178	54	the	the	DET
fuelectenerg-4802	178	55	number	number	NOUN
fuelectenerg-4802	178	56	of	of	ADP
fuelectenerg-4802	178	57	possible	possible	ADJ
fuelectenerg-4802	178	58	values	value	NOUN
fuelectenerg-4802	178	59	feature	feature	NOUN
fuelectenerg-4802	178	60	can	can	AUX
fuelectenerg-4802	178	61	take	take	VERB
fuelectenerg-4802	178	62	while	while	NOUN
fuelectenerg-4802	178	63	is	be	AUX
fuelectenerg-4802	178	64	the	the	DET
fuelectenerg-4802	178	65	number	number	NOUN
fuelectenerg-4802	178	66	of	of	ADP
fuelectenerg-4802	178	67	actual	actual	ADJ
fuelectenerg-4802	178	68	values	value	NOUN
fuelectenerg-4802	178	69	of	of	ADP
fuelectenerg-4802	178	70	feature	feature	NOUN
fuelectenerg-4802	178	71	.	.	PUNCT
fuelectenerg-4802	179	1	in	in	ADP
fuelectenerg-4802	179	2	our	our	PRON
fuelectenerg-4802	179	3	work	work	NOUN
fuelectenerg-4802	179	4	,	,	PUNCT
fuelectenerg-4802	179	5	we	we	PRON
fuelectenerg-4802	179	6	select	select	VERB
fuelectenerg-4802	179	7	14	14	NUM
fuelectenerg-4802	179	8	features	feature	NOUN
fuelectenerg-4802	179	9	from	from	ADP
fuelectenerg-4802	179	10	the	the	DET
fuelectenerg-4802	179	11	nsl	nsl	PROPN
fuelectenerg-4802	179	12	-	-	PUNCT
fuelectenerg-4802	179	13	kdd	kdd	PROPN
fuelectenerg-4802	179	14	dataset	dataset	NOUN
fuelectenerg-4802	179	15	that	that	PRON
fuelectenerg-4802	179	16	represents	represent	VERB
fuelectenerg-4802	179	17	the	the	DET
fuelectenerg-4802	179	18	highest	high	ADJ
fuelectenerg-4802	179	19	ranked	rank	VERB
fuelectenerg-4802	179	20	feature	feature	NOUN
fuelectenerg-4802	179	21	using	use	VERB
fuelectenerg-4802	179	22	gain	gain	NOUN
fuelectenerg-4802	179	23	ratio	ratio	NOUN
fuelectenerg-4802	179	24	.	.	PUNCT
fuelectenerg-4802	180	1	b.	b.	PROPN
fuelectenerg-4802	180	2	chi	chi	ADJ
fuelectenerg-4802	180	3	-	-	PUNCT
fuelectenerg-4802	180	4	squared	square	VERB
fuelectenerg-4802	180	5	chi	chi	NOUN
fuelectenerg-4802	180	6	-	-	PUNCT
fuelectenerg-4802	180	7	squared	square	VERB
fuelectenerg-4802	180	8	(	(	PUNCT
fuelectenerg-4802	180	9	χ	χ	NOUN
fuelectenerg-4802	180	10	2	2	NUM
fuelectenerg-4802	180	11	)	)	PUNCT
fuelectenerg-4802	180	12	,	,	PUNCT
fuelectenerg-4802	180	13	in	in	ADP
fuelectenerg-4802	180	14	mathematical	mathematical	ADJ
fuelectenerg-4802	180	15	statistics	statistic	NOUN
fuelectenerg-4802	180	16	,	,	PUNCT
fuelectenerg-4802	180	17	is	be	AUX
fuelectenerg-4802	180	18	a	a	DET
fuelectenerg-4802	180	19	feature	feature	NOUN
fuelectenerg-4802	180	20	selection	selection	NOUN
fuelectenerg-4802	180	21	method	method	NOUN
fuelectenerg-4802	180	22	that	that	PRON
fuelectenerg-4802	180	23	is	be	AUX
fuelectenerg-4802	180	24	often	often	ADV
fuelectenerg-4802	180	25	used	use	VERB
fuelectenerg-4802	180	26	to	to	PART
fuelectenerg-4802	180	27	determine	determine	VERB
fuelectenerg-4802	180	28	the	the	DET
fuelectenerg-4802	180	29	worth	worth	NOUN
fuelectenerg-4802	180	30	of	of	ADP
fuelectenerg-4802	180	31	an	an	DET
fuelectenerg-4802	180	32	attribute	attribute	NOUN
fuelectenerg-4802	180	33	with	with	ADP
fuelectenerg-4802	180	34	respect	respect	NOUN
fuelectenerg-4802	180	35	to	to	ADP
fuelectenerg-4802	180	36	a	a	DET
fuelectenerg-4802	180	37	particular	particular	ADJ
fuelectenerg-4802	180	38	class	class	NOUN
fuelectenerg-4802	180	39	.	.	PUNCT
fuelectenerg-4802	181	1	chi	chi	ADJ
fuelectenerg-4802	181	2	-	-	PUNCT
fuelectenerg-4802	181	3	squared	squared	PROPN
fuelectenerg-4802	181	4	can	can	AUX
fuelectenerg-4802	181	5	be	be	AUX
fuelectenerg-4802	181	6	used	use	VERB
fuelectenerg-4802	181	7	to	to	PART
fuelectenerg-4802	181	8	test	test	VERB
fuelectenerg-4802	181	9	the	the	DET
fuelectenerg-4802	181	10	independence	independence	NOUN
fuelectenerg-4802	181	11	of	of	ADP
fuelectenerg-4802	181	12	two	two	NUM
fuelectenerg-4802	181	13	variables	variable	NOUN
fuelectenerg-4802	181	14	with	with	ADP
fuelectenerg-4802	181	15	an	an	DET
fuelectenerg-4802	181	16	initial	initial	ADJ
fuelectenerg-4802	181	17	hypothesis	hypothesis	NOUN
fuelectenerg-4802	181	18	,	,	PUNCT
fuelectenerg-4802	181	19	;	;	PUNCT
fuelectenerg-4802	181	20	with	with	ADP
fuelectenerg-4802	181	21	the	the	DET
fuelectenerg-4802	181	22	assumption	assumption	NOUN
fuelectenerg-4802	181	23	that	that	SCONJ
fuelectenerg-4802	181	24	the	the	DET
fuelectenerg-4802	181	25	two	two	NUM
fuelectenerg-4802	181	26	features	feature	NOUN
fuelectenerg-4802	181	27	are	be	AUX
fuelectenerg-4802	181	28	not	not	PART
fuelectenerg-4802	181	29	related	relate	VERB
fuelectenerg-4802	181	30	[	[	PUNCT
fuelectenerg-4802	181	31	30	30	NUM
fuelectenerg-4802	181	32	,	,	PUNCT
fuelectenerg-4802	181	33	31	31	NUM
fuelectenerg-4802	181	34	]	]	PUNCT
fuelectenerg-4802	181	35	.	.	PUNCT
fuelectenerg-4802	182	1	this	this	PRON
fuelectenerg-4802	182	2	can	can	AUX
fuelectenerg-4802	182	3	be	be	AUX
fuelectenerg-4802	182	4	tested	test	VERB
fuelectenerg-4802	182	5	using	use	VERB
fuelectenerg-4802	182	6	the	the	DET
fuelectenerg-4802	182	7	chi	chi	NOUN
fuelectenerg-4802	182	8	-	-	PUNCT
fuelectenerg-4802	182	9	squared	square	VERB
fuelectenerg-4802	182	10	formula	formula	NOUN
fuelectenerg-4802	182	11	:	:	PUNCT
fuelectenerg-4802	182	12	∑	∑	PUNCT
fuelectenerg-4802	182	13	∑	∑	PUNCT
fuelectenerg-4802	182	14	(	(	PUNCT
fuelectenerg-4802	182	15	)	)	PUNCT
fuelectenerg-4802	182	16	(	(	PUNCT
fuelectenerg-4802	182	17	2	2	X
fuelectenerg-4802	182	18	)	)	PUNCT
fuelectenerg-4802	182	19	where	where	SCONJ
fuelectenerg-4802	182	20	is	be	AUX
fuelectenerg-4802	182	21	the	the	DET
fuelectenerg-4802	182	22	actual	actual	ADJ
fuelectenerg-4802	182	23	value	value	NOUN
fuelectenerg-4802	182	24	and	and	CCONJ
fuelectenerg-4802	182	25	is	be	AUX
fuelectenerg-4802	182	26	the	the	DET
fuelectenerg-4802	182	27	predicted	predict	VERB
fuelectenerg-4802	182	28	value	value	NOUN
fuelectenerg-4802	182	29	declared	declare	VERB
fuelectenerg-4802	182	30	by	by	ADP
fuelectenerg-4802	182	31	the	the	DET
fuelectenerg-4802	182	32	hypothesis	hypothesis	NOUN
fuelectenerg-4802	182	33	.	.	PUNCT
fuelectenerg-4802	183	1	the	the	PRON
fuelectenerg-4802	183	2	higher	high	ADJ
fuelectenerg-4802	183	3	the	the	DET
fuelectenerg-4802	183	4	value	value	NOUN
fuelectenerg-4802	183	5	of	of	ADP
fuelectenerg-4802	183	6	the	the	DET
fuelectenerg-4802	183	7	chi	chi	NOUN
fuelectenerg-4802	183	8	-	-	PUNCT
fuelectenerg-4802	183	9	squared	square	VERB
fuelectenerg-4802	183	10	,	,	PUNCT
fuelectenerg-4802	183	11	the	the	PRON
fuelectenerg-4802	183	12	higher	high	ADJ
fuelectenerg-4802	183	13	the	the	DET
fuelectenerg-4802	183	14	evidence	evidence	NOUN
fuelectenerg-4802	183	15	against	against	ADP
fuelectenerg-4802	183	16	the	the	DET
fuelectenerg-4802	183	17	null	null	ADJ
fuelectenerg-4802	183	18	hypothesis	hypothesis	NOUN
fuelectenerg-4802	183	19	.	.	PUNCT
fuelectenerg-4802	184	1	c.	c.	PROPN
fuelectenerg-4802	184	2	relieff	relieff	PROPN
fuelectenerg-4802	184	3	relieff	relieff	PROPN
fuelectenerg-4802	184	4	is	be	AUX
fuelectenerg-4802	184	5	an	an	DET
fuelectenerg-4802	184	6	extension	extension	NOUN
fuelectenerg-4802	184	7	of	of	ADP
fuelectenerg-4802	184	8	an	an	DET
fuelectenerg-4802	184	9	earlier	early	ADJ
fuelectenerg-4802	184	10	relief	relief	NOUN
fuelectenerg-4802	184	11	algorithm	algorithm	NOUN
fuelectenerg-4802	184	12	that	that	PRON
fuelectenerg-4802	184	13	randomly	randomly	ADV
fuelectenerg-4802	184	14	samples	sample	VERB
fuelectenerg-4802	184	15	an	an	DET
fuelectenerg-4802	184	16	instance	instance	NOUN
fuelectenerg-4802	184	17	from	from	ADP
fuelectenerg-4802	184	18	the	the	DET
fuelectenerg-4802	184	19	dataset	dataset	NOUN
fuelectenerg-4802	184	20	to	to	PART
fuelectenerg-4802	184	21	locate	locate	VERB
fuelectenerg-4802	184	22	its	its	PRON
fuelectenerg-4802	184	23	nearest	near	ADJ
fuelectenerg-4802	184	24	neighbours	neighbour	NOUN
fuelectenerg-4802	184	25	from	from	ADP
fuelectenerg-4802	184	26	both	both	CCONJ
fuelectenerg-4802	184	27	the	the	DET
fuelectenerg-4802	184	28	same	same	ADJ
fuelectenerg-4802	184	29	and	and	CCONJ
fuelectenerg-4802	184	30	opposite	opposite	ADJ
fuelectenerg-4802	184	31	class	class	NOUN
fuelectenerg-4802	184	32	[	[	X
fuelectenerg-4802	184	33	32	32	NUM
fuelectenerg-4802	184	34	]	]	PUNCT
fuelectenerg-4802	184	35	.	.	PUNCT
fuelectenerg-4802	185	1	the	the	DET
fuelectenerg-4802	185	2	values	value	NOUN
fuelectenerg-4802	185	3	of	of	ADP
fuelectenerg-4802	185	4	the	the	DET
fuelectenerg-4802	185	5	attributes	attribute	NOUN
fuelectenerg-4802	185	6	obtained	obtain	VERB
fuelectenerg-4802	185	7	from	from	ADP
fuelectenerg-4802	185	8	the	the	DET
fuelectenerg-4802	185	9	nearest	near	ADJ
fuelectenerg-4802	185	10	neighbours	neighbour	NOUN
fuelectenerg-4802	185	11	,	,	PUNCT
fuelectenerg-4802	185	12	after	after	ADP
fuelectenerg-4802	185	13	comparing	compare	VERB
fuelectenerg-4802	185	14	with	with	ADP
fuelectenerg-4802	185	15	the	the	DET
fuelectenerg-4802	185	16	sample	sample	NOUN
fuelectenerg-4802	185	17	instance	instance	NOUN
fuelectenerg-4802	185	18	,	,	PUNCT
fuelectenerg-4802	185	19	are	be	AUX
fuelectenerg-4802	185	20	used	use	VERB
fuelectenerg-4802	185	21	to	to	PART
fuelectenerg-4802	185	22	update	update	VERB
fuelectenerg-4802	185	23	the	the	DET
fuelectenerg-4802	185	24	relevant	relevant	ADJ
fuelectenerg-4802	185	25	score	score	NOUN
fuelectenerg-4802	185	26	from	from	ADP
fuelectenerg-4802	185	27	each	each	PRON
fuelectenerg-4802	185	28	of	of	ADP
fuelectenerg-4802	185	29	the	the	DET
fuelectenerg-4802	185	30	attributes	attribute	NOUN
fuelectenerg-4802	185	31	.	.	PUNCT
fuelectenerg-4802	186	1	the	the	DET
fuelectenerg-4802	186	2	idea	idea	NOUN
fuelectenerg-4802	186	3	behind	behind	ADP
fuelectenerg-4802	186	4	this	this	PRON
fuelectenerg-4802	186	5	is	be	AUX
fuelectenerg-4802	186	6	that	that	SCONJ
fuelectenerg-4802	186	7	,	,	PUNCT
fuelectenerg-4802	186	8	significant	significant	ADJ
fuelectenerg-4802	186	9	attributes	attribute	NOUN
fuelectenerg-4802	186	10	will	will	AUX
fuelectenerg-4802	186	11	be	be	AUX
fuelectenerg-4802	186	12	able	able	ADJ
fuelectenerg-4802	186	13	to	to	PART
fuelectenerg-4802	186	14	distinguish	distinguish	VERB
fuelectenerg-4802	186	15	between	between	ADP
fuelectenerg-4802	186	16	instances	instance	NOUN
fuelectenerg-4802	186	17	that	that	PRON
fuelectenerg-4802	186	18	belong	belong	VERB
fuelectenerg-4802	186	19	to	to	ADP
fuelectenerg-4802	186	20	different	different	ADJ
fuelectenerg-4802	186	21	classes	class	NOUN
fuelectenerg-4802	186	22	and	and	CCONJ
fuelectenerg-4802	186	23	have	have	VERB
fuelectenerg-4802	186	24	the	the	DET
fuelectenerg-4802	186	25	same	same	ADJ
fuelectenerg-4802	186	26	value	value	NOUN
fuelectenerg-4802	186	27	from	from	ADP
fuelectenerg-4802	186	28	instances	instance	NOUN
fuelectenerg-4802	186	29	belonging	belong	VERB
fuelectenerg-4802	186	30	to	to	ADP
fuelectenerg-4802	186	31	the	the	DET
fuelectenerg-4802	186	32	same	same	ADJ
fuelectenerg-4802	186	33	class	class	NOUN
fuelectenerg-4802	187	1	[	[	X
fuelectenerg-4802	187	2	32	32	NUM
fuelectenerg-4802	187	3	]	]	PUNCT
fuelectenerg-4802	187	4	.	.	PUNCT
fuelectenerg-4802	188	1	key	key	NOUN
fuelectenerg-4802	188	2	among	among	ADP
fuelectenerg-4802	188	3	the	the	DET
fuelectenerg-4802	188	4	advantage	advantage	NOUN
fuelectenerg-4802	188	5	of	of	ADP
fuelectenerg-4802	188	6	relieff	relieff	PROPN
fuelectenerg-4802	188	7	filter	filter	NOUN
fuelectenerg-4802	188	8	method	method	NOUN
fuelectenerg-4802	188	9	is	be	AUX
fuelectenerg-4802	188	10	its	its	PRON
fuelectenerg-4802	188	11	ability	ability	NOUN
fuelectenerg-4802	188	12	to	to	PART
fuelectenerg-4802	188	13	deal	deal	VERB
fuelectenerg-4802	188	14	with	with	ADP
fuelectenerg-4802	188	15	multiclass	multiclass	ADJ
fuelectenerg-4802	188	16	issues	issue	NOUN
fuelectenerg-4802	188	17	and	and	CCONJ
fuelectenerg-4802	188	18	its	its	PRON
fuelectenerg-4802	188	19	robustness	robustness	NOUN
fuelectenerg-4802	188	20	and	and	CCONJ
fuelectenerg-4802	188	21	ability	ability	NOUN
fuelectenerg-4802	188	22	to	to	PART
fuelectenerg-4802	188	23	deal	deal	VERB
fuelectenerg-4802	188	24	with	with	ADP
fuelectenerg-4802	188	25	noisy	noisy	ADJ
fuelectenerg-4802	188	26	and	and	CCONJ
fuelectenerg-4802	188	27	incomplete	incomplete	ADJ
fuelectenerg-4802	188	28	data	datum	NOUN
fuelectenerg-4802	188	29	[	[	X
fuelectenerg-4802	188	30	33	33	NUM
fuelectenerg-4802	188	31	]	]	PUNCT
fuelectenerg-4802	188	32	.	.	PUNCT
fuelectenerg-4802	189	1	relieff	relieff	PROPN
fuelectenerg-4802	189	2	can	can	AUX
fuelectenerg-4802	189	3	be	be	AUX
fuelectenerg-4802	189	4	applied	apply	VERB
fuelectenerg-4802	189	5	in	in	ADP
fuelectenerg-4802	189	6	virtually	virtually	ADV
fuelectenerg-4802	189	7	all	all	PRON
fuelectenerg-4802	189	8	situations	situation	NOUN
fuelectenerg-4802	189	9	because	because	SCONJ
fuelectenerg-4802	189	10	of	of	ADP
fuelectenerg-4802	189	11	its	its	PRON
fuelectenerg-4802	189	12	low	low	ADJ
fuelectenerg-4802	189	13	bias	bias	NOUN
fuelectenerg-4802	189	14	.	.	PUNCT
fuelectenerg-4802	190	1	4	4	X
fuelectenerg-4802	190	2	.	.	NOUN
fuelectenerg-4802	190	3	feature	feature	NOUN
fuelectenerg-4802	190	4	selection	selection	NOUN
fuelectenerg-4802	190	5	and	and	CCONJ
fuelectenerg-4802	190	6	execution	execution	NOUN
fuelectenerg-4802	190	7	process	process	NOUN
fuelectenerg-4802	190	8	as	as	SCONJ
fuelectenerg-4802	190	9	depicted	depict	VERB
fuelectenerg-4802	190	10	in	in	ADP
fuelectenerg-4802	190	11	fig	fig	NOUN
fuelectenerg-4802	190	12	.	.	PUNCT
fuelectenerg-4802	191	1	2	2	NUM
fuelectenerg-4802	191	2	,	,	PUNCT
fuelectenerg-4802	191	3	we	we	PRON
fuelectenerg-4802	191	4	divided	divide	VERB
fuelectenerg-4802	191	5	our	our	PRON
fuelectenerg-4802	191	6	proposed	propose	VERB
fuelectenerg-4802	191	7	ids	ids	NOUN
fuelectenerg-4802	191	8	defence	defence	NOUN
fuelectenerg-4802	191	9	solution	solution	NOUN
fuelectenerg-4802	191	10	for	for	ADP
fuelectenerg-4802	191	11	cluster	cluster	NOUN
fuelectenerg-4802	191	12	-	-	PUNCT
fuelectenerg-4802	191	13	based	base	VERB
fuelectenerg-4802	191	14	heterogeneous	heterogeneous	ADJ
fuelectenerg-4802	191	15	wsn	wsn	NOUN
fuelectenerg-4802	191	16	into	into	ADP
fuelectenerg-4802	191	17	three	three	NUM
fuelectenerg-4802	191	18	phases	phase	NOUN
fuelectenerg-4802	191	19	.	.	PUNCT
fuelectenerg-4802	192	1	the	the	DET
fuelectenerg-4802	192	2	first	first	ADJ
fuelectenerg-4802	192	3	phase	phase	NOUN
fuelectenerg-4802	192	4	in	in	ADP
fuelectenerg-4802	192	5	implementing	implement	VERB
fuelectenerg-4802	192	6	a	a	DET
fuelectenerg-4802	192	7	lightweight	lightweight	ADJ
fuelectenerg-4802	192	8	ids	ids	NOUN
fuelectenerg-4802	192	9	is	be	AUX
fuelectenerg-4802	192	10	to	to	PART
fuelectenerg-4802	192	11	introduce	introduce	VERB
fuelectenerg-4802	192	12	an	an	DET
fuelectenerg-4802	192	13	initial	initial	ADJ
fuelectenerg-4802	192	14	pre	pre	ADJ
fuelectenerg-4802	192	15	-	-	ADJ
fuelectenerg-4802	192	16	process	process	ADJ
fuelectenerg-4802	192	17	stage	stage	NOUN
fuelectenerg-4802	192	18	for	for	ADP
fuelectenerg-4802	192	19	the	the	DET
fuelectenerg-4802	192	20	dataset	dataset	NOUN
fuelectenerg-4802	192	21	prior	prior	ADV
fuelectenerg-4802	192	22	to	to	ADP
fuelectenerg-4802	192	23	training	training	NOUN
fuelectenerg-4802	192	24	.	.	PUNCT
fuelectenerg-4802	193	1	to	to	PART
fuelectenerg-4802	193	2	achieve	achieve	VERB
fuelectenerg-4802	193	3	this	this	PRON
fuelectenerg-4802	193	4	,	,	PUNCT
fuelectenerg-4802	193	5	we	we	PRON
fuelectenerg-4802	193	6	use	use	VERB
fuelectenerg-4802	193	7	our	our	PRON
fuelectenerg-4802	193	8	proposed	propose	VERB
fuelectenerg-4802	193	9	triple	triple	ADJ
fuelectenerg-4802	193	10	-	-	PUNCT
fuelectenerg-4802	193	11	filter	filter	NOUN
fuelectenerg-4802	193	12	method	method	NOUN
fuelectenerg-4802	193	13	for	for	ADP
fuelectenerg-4802	193	14	ranking	rank	VERB
fuelectenerg-4802	193	15	.	.	PUNCT
fuelectenerg-4802	194	1	by	by	ADP
fuelectenerg-4802	194	2	ranking	rank	VERB
fuelectenerg-4802	194	3	,	,	PUNCT
fuelectenerg-4802	194	4	the	the	DET
fuelectenerg-4802	194	5	features	feature	NOUN
fuelectenerg-4802	194	6	that	that	PRON
fuelectenerg-4802	194	7	are	be	AUX
fuelectenerg-4802	194	8	strong	strong	ADJ
fuelectenerg-4802	194	9	in	in	ADP
fuelectenerg-4802	194	10	determining	determine	VERB
fuelectenerg-4802	194	11	the	the	DET
fuelectenerg-4802	194	12	output	output	NOUN
fuelectenerg-4802	194	13	class	class	NOUN
fuelectenerg-4802	194	14	of	of	ADP
fuelectenerg-4802	194	15	the	the	DET
fuelectenerg-4802	194	16	dataset	dataset	NOUN
fuelectenerg-4802	194	17	are	be	AUX
fuelectenerg-4802	194	18	obtained	obtain	VERB
fuelectenerg-4802	194	19	and	and	CCONJ
fuelectenerg-4802	194	20	one	one	NUM
fuelectenerg-4802	194	21	-	-	PUNCT
fuelectenerg-4802	194	22	third	third	NOUN
fuelectenerg-4802	194	23	split	split	NOUN
fuelectenerg-4802	194	24	of	of	ADP
fuelectenerg-4802	194	25	the	the	DET
fuelectenerg-4802	194	26	ranked	rank	VERB
fuelectenerg-4802	194	27	features	feature	NOUN
fuelectenerg-4802	194	28	are	be	AUX
fuelectenerg-4802	194	29	selected	select	VERB
fuelectenerg-4802	194	30	(	(	PUNCT
fuelectenerg-4802	194	31	that	that	PRON
fuelectenerg-4802	194	32	is	is	ADV
fuelectenerg-4802	194	33	,	,	PUNCT
fuelectenerg-4802	194	34	14	14	NUM
fuelectenerg-4802	194	35	features	feature	NOUN
fuelectenerg-4802	194	36	)	)	PUNCT
fuelectenerg-4802	194	37	.	.	PUNCT
fuelectenerg-4802	195	1	one	one	NUM
fuelectenerg-4802	195	2	-	-	PUNCT
fuelectenerg-4802	195	3	third	third	NOUN
fuelectenerg-4802	195	4	features	feature	NOUN
fuelectenerg-4802	195	5	of	of	ADP
fuelectenerg-4802	195	6	the	the	DET
fuelectenerg-4802	195	7	entire	entire	ADJ
fuelectenerg-4802	195	8	features	feature	NOUN
fuelectenerg-4802	195	9	in	in	ADP
fuelectenerg-4802	195	10	the	the	DET
fuelectenerg-4802	195	11	dataset	dataset	NOUN
fuelectenerg-4802	195	12	was	be	AUX
fuelectenerg-4802	195	13	arrived	arrive	VERB
fuelectenerg-4802	195	14	at	at	ADP
fuelectenerg-4802	195	15	after	after	ADP
fuelectenerg-4802	195	16	ranking	rank	VERB
fuelectenerg-4802	195	17	and	and	CCONJ
fuelectenerg-4802	195	18	eliminating	eliminate	VERB
fuelectenerg-4802	195	19	redundant	redundant	ADJ
fuelectenerg-4802	195	20	features	feature	NOUN
fuelectenerg-4802	195	21	before	before	SCONJ
fuelectenerg-4802	195	22	the	the	DET
fuelectenerg-4802	195	23	performance	performance	NOUN
fuelectenerg-4802	195	24	of	of	ADP
fuelectenerg-4802	195	25	the	the	DET
fuelectenerg-4802	195	26	classifier	classifier	NOUN
fuelectenerg-4802	195	27	start	start	VERB
fuelectenerg-4802	195	28	to	to	PART
fuelectenerg-4802	195	29	decline	decline	VERB
fuelectenerg-4802	195	30	.	.	PUNCT
fuelectenerg-4802	196	1	these	these	DET
fuelectenerg-4802	196	2	features	feature	NOUN
fuelectenerg-4802	196	3	selected	select	VERB
fuelectenerg-4802	196	4	represents	represent	VERB
fuelectenerg-4802	196	5	the	the	DET
fuelectenerg-4802	196	6	most	most	ADV
fuelectenerg-4802	196	7	significant	significant	ADJ
fuelectenerg-4802	196	8	features	feature	NOUN
fuelectenerg-4802	196	9	among	among	ADP
fuelectenerg-4802	196	10	all	all	DET
fuelectenerg-4802	196	11	the	the	DET
fuelectenerg-4802	196	12	filter	filter	NOUN
fuelectenerg-4802	196	13	methods	method	NOUN
fuelectenerg-4802	196	14	.	.	PUNCT
fuelectenerg-4802	197	1	in	in	ADP
fuelectenerg-4802	197	2	the	the	DET
fuelectenerg-4802	197	3	second	second	ADJ
fuelectenerg-4802	197	4	phase	phase	NOUN
fuelectenerg-4802	197	5	,	,	PUNCT
fuelectenerg-4802	197	6	the	the	DET
fuelectenerg-4802	197	7	training	training	NOUN
fuelectenerg-4802	197	8	phase	phase	NOUN
fuelectenerg-4802	197	9	,	,	PUNCT
fuelectenerg-4802	197	10	the	the	DET
fuelectenerg-4802	197	11	features	feature	NOUN
fuelectenerg-4802	197	12	selected	select	VERB
fuelectenerg-4802	197	13	after	after	ADP
fuelectenerg-4802	197	14	pre	pre	ADJ
fuelectenerg-4802	197	15	-	-	ADJ
fuelectenerg-4802	197	16	processing	process	VERB
fuelectenerg-4802	197	17	the	the	DET
fuelectenerg-4802	197	18	nsl	nsl	NOUN
fuelectenerg-4802	197	19	-	-	PUNCT
fuelectenerg-4802	197	20	kdd	kdd	PROPN
fuelectenerg-4802	197	21	dataset	dataset	NOUN
fuelectenerg-4802	197	22	are	be	AUX
fuelectenerg-4802	197	23	used	use	VERB
fuelectenerg-4802	197	24	to	to	PART
fuelectenerg-4802	197	25	train	train	VERB
fuelectenerg-4802	197	26	the	the	DET
fuelectenerg-4802	197	27	ids	id	NOUN
fuelectenerg-4802	197	28	to	to	PART
fuelectenerg-4802	197	29	detect	detect	VERB
fuelectenerg-4802	197	30	possible	possible	ADJ
fuelectenerg-4802	197	31	attacks	attack	NOUN
fuelectenerg-4802	197	32	in	in	ADP
fuelectenerg-4802	197	33	the	the	DET
fuelectenerg-4802	197	34	network	network	NOUN
fuelectenerg-4802	197	35	.	.	PUNCT
fuelectenerg-4802	198	1	this	this	PRON
fuelectenerg-4802	198	2	is	be	AUX
fuelectenerg-4802	198	3	deployed	deploy	VERB
fuelectenerg-4802	198	4	on	on	ADP
fuelectenerg-4802	198	5	the	the	DET
fuelectenerg-4802	198	6	cluster	cluster	NOUN
fuelectenerg-4802	198	7	feature	feature	NOUN
fuelectenerg-4802	198	8	selection	selection	NOUN
fuelectenerg-4802	198	9	for	for	ADP
fuelectenerg-4802	198	10	intrusion	intrusion	NOUN
fuelectenerg-4802	198	11	detection	detection	NOUN
fuelectenerg-4802	198	12	system	system	NOUN
fuelectenerg-4802	198	13	in	in	ADP
fuelectenerg-4802	198	14	a	a	DET
fuelectenerg-4802	198	15	cluster	cluster	NOUN
fuelectenerg-4802	198	16	-	-	PUNCT
fuelectenerg-4802	198	17	based	base	VERB
fuelectenerg-4802	198	18	heterogeneous	heterogeneous	ADJ
fuelectenerg-4802	198	19	wireless	wireless	ADJ
fuelectenerg-4802	198	20	sensor	sensor	NOUN
fuelectenerg-4802	198	21	network	network	NOUN
fuelectenerg-4802	198	22	323	323	NUM
fuelectenerg-4802	198	23	head	head	NOUN
fuelectenerg-4802	198	24	to	to	PART
fuelectenerg-4802	198	25	monitor	monitor	VERB
fuelectenerg-4802	198	26	data	datum	NOUN
fuelectenerg-4802	198	27	from	from	ADP
fuelectenerg-4802	198	28	the	the	DET
fuelectenerg-4802	198	29	sensor	sensor	NOUN
fuelectenerg-4802	198	30	nodes	node	NOUN
fuelectenerg-4802	198	31	to	to	ADP
fuelectenerg-4802	198	32	the	the	DET
fuelectenerg-4802	198	33	base	base	NOUN
fuelectenerg-4802	198	34	station	station	NOUN
fuelectenerg-4802	198	35	.	.	PUNCT
fuelectenerg-4802	199	1	the	the	DET
fuelectenerg-4802	199	2	final	final	ADJ
fuelectenerg-4802	199	3	phase	phase	NOUN
fuelectenerg-4802	199	4	,	,	PUNCT
fuelectenerg-4802	199	5	the	the	DET
fuelectenerg-4802	199	6	classification	classification	NOUN
fuelectenerg-4802	199	7	phase	phase	NOUN
fuelectenerg-4802	199	8	,	,	PUNCT
fuelectenerg-4802	199	9	is	be	AUX
fuelectenerg-4802	199	10	a	a	DET
fuelectenerg-4802	199	11	process	process	NOUN
fuelectenerg-4802	199	12	whereby	whereby	SCONJ
fuelectenerg-4802	199	13	a	a	DET
fuelectenerg-4802	199	14	labelled	label	VERB
fuelectenerg-4802	199	15	training	training	NOUN
fuelectenerg-4802	199	16	dataset	dataset	NOUN
fuelectenerg-4802	199	17	is	be	AUX
fuelectenerg-4802	199	18	used	use	VERB
fuelectenerg-4802	199	19	to	to	PART
fuelectenerg-4802	199	20	learn	learn	VERB
fuelectenerg-4802	199	21	,	,	PUNCT
fuelectenerg-4802	199	22	before	before	ADP
fuelectenerg-4802	199	23	subsequently	subsequently	ADV
fuelectenerg-4802	199	24	classifying	classify	VERB
fuelectenerg-4802	199	25	a	a	DET
fuelectenerg-4802	199	26	test	test	NOUN
fuelectenerg-4802	199	27	data	datum	NOUN
fuelectenerg-4802	199	28	into	into	ADP
fuelectenerg-4802	199	29	one	one	NUM
fuelectenerg-4802	199	30	of	of	ADP
fuelectenerg-4802	199	31	the	the	DET
fuelectenerg-4802	199	32	class	class	NOUN
fuelectenerg-4802	199	33	labels	label	NOUN
fuelectenerg-4802	199	34	[	[	X
fuelectenerg-4802	199	35	34	34	NUM
fuelectenerg-4802	199	36	]	]	PUNCT
fuelectenerg-4802	199	37	.	.	PUNCT
fuelectenerg-4802	200	1	anomaly	anomaly	PROPN
fuelectenerg-4802	200	2	detection	detection	NOUN
fuelectenerg-4802	200	3	techniques	technique	NOUN
fuelectenerg-4802	200	4	that	that	PRON
fuelectenerg-4802	200	5	use	use	VERB
fuelectenerg-4802	200	6	classification	classification	NOUN
fuelectenerg-4802	200	7	-	-	PUNCT
fuelectenerg-4802	200	8	based	base	VERB
fuelectenerg-4802	200	9	algorithms	algorithm	NOUN
fuelectenerg-4802	200	10	can	can	AUX
fuelectenerg-4802	200	11	be	be	AUX
fuelectenerg-4802	200	12	divided	divide	VERB
fuelectenerg-4802	200	13	into	into	ADP
fuelectenerg-4802	200	14	two	two	NUM
fuelectenerg-4802	200	15	stages	stage	NOUN
fuelectenerg-4802	200	16	;	;	PUNCT
fuelectenerg-4802	200	17	the	the	DET
fuelectenerg-4802	200	18	training	training	NOUN
fuelectenerg-4802	200	19	stage	stage	NOUN
fuelectenerg-4802	200	20	and	and	CCONJ
fuelectenerg-4802	200	21	testing	testing	NOUN
fuelectenerg-4802	200	22	stage	stage	NOUN
fuelectenerg-4802	200	23	.	.	PUNCT
fuelectenerg-4802	201	1	in	in	ADP
fuelectenerg-4802	201	2	the	the	DET
fuelectenerg-4802	201	3	training	training	NOUN
fuelectenerg-4802	201	4	stage	stage	NOUN
fuelectenerg-4802	201	5	,	,	PUNCT
fuelectenerg-4802	201	6	labelled	label	VERB
fuelectenerg-4802	201	7	data	datum	NOUN
fuelectenerg-4802	201	8	are	be	AUX
fuelectenerg-4802	201	9	used	use	VERB
fuelectenerg-4802	201	10	to	to	PART
fuelectenerg-4802	201	11	learn	learn	VERB
fuelectenerg-4802	201	12	a	a	DET
fuelectenerg-4802	201	13	particular	particular	ADJ
fuelectenerg-4802	201	14	classifier	classifier	NOUN
fuelectenerg-4802	201	15	.	.	PUNCT
fuelectenerg-4802	202	1	subsequently	subsequently	ADV
fuelectenerg-4802	202	2	,	,	PUNCT
fuelectenerg-4802	202	3	this	this	DET
fuelectenerg-4802	202	4	classifier	classifier	NOUN
fuelectenerg-4802	202	5	can	can	AUX
fuelectenerg-4802	202	6	be	be	AUX
fuelectenerg-4802	202	7	used	use	VERB
fuelectenerg-4802	202	8	in	in	ADP
fuelectenerg-4802	202	9	the	the	DET
fuelectenerg-4802	202	10	test	test	NOUN
fuelectenerg-4802	202	11	stage	stage	NOUN
fuelectenerg-4802	202	12	to	to	PART
fuelectenerg-4802	202	13	classify	classify	VERB
fuelectenerg-4802	202	14	a	a	DET
fuelectenerg-4802	202	15	test	test	NOUN
fuelectenerg-4802	202	16	instance	instance	NOUN
fuelectenerg-4802	202	17	as	as	ADP
fuelectenerg-4802	202	18	either	either	CCONJ
fuelectenerg-4802	202	19	normal	normal	ADJ
fuelectenerg-4802	202	20	or	or	CCONJ
fuelectenerg-4802	202	21	anomaly	anomaly	NOUN
fuelectenerg-4802	202	22	.	.	PUNCT
fuelectenerg-4802	203	1	in	in	ADP
fuelectenerg-4802	203	2	this	this	DET
fuelectenerg-4802	203	3	work	work	NOUN
fuelectenerg-4802	203	4	,	,	PUNCT
fuelectenerg-4802	203	5	we	we	PRON
fuelectenerg-4802	203	6	use	use	VERB
fuelectenerg-4802	203	7	decision	decision	NOUN
fuelectenerg-4802	203	8	tree	tree	NOUN
fuelectenerg-4802	203	9	classification	classification	NOUN
fuelectenerg-4802	203	10	algorithm	algorithm	NOUN
fuelectenerg-4802	203	11	to	to	PART
fuelectenerg-4802	203	12	detect	detect	VERB
fuelectenerg-4802	203	13	the	the	DET
fuelectenerg-4802	203	14	occurrence	occurrence	NOUN
fuelectenerg-4802	203	15	of	of	ADP
fuelectenerg-4802	203	16	a	a	DET
fuelectenerg-4802	203	17	dos	do	NOUN
fuelectenerg-4802	203	18	attack	attack	NOUN
fuelectenerg-4802	203	19	.	.	PUNCT
fuelectenerg-4802	204	1	decision	decision	NOUN
fuelectenerg-4802	204	2	trees	tree	NOUN
fuelectenerg-4802	204	3	are	be	AUX
fuelectenerg-4802	204	4	data	datum	NOUN
fuelectenerg-4802	204	5	mining	mining	NOUN
fuelectenerg-4802	204	6	approach	approach	NOUN
fuelectenerg-4802	204	7	which	which	PRON
fuelectenerg-4802	204	8	are	be	AUX
fuelectenerg-4802	204	9	often	often	ADV
fuelectenerg-4802	204	10	called	call	VERB
fuelectenerg-4802	204	11	classifier	classifier	NOUN
fuelectenerg-4802	204	12	trees	tree	NOUN
fuelectenerg-4802	204	13	or	or	CCONJ
fuelectenerg-4802	204	14	hierarchical	hierarchical	ADJ
fuelectenerg-4802	204	15	classifiers	classifier	NOUN
fuelectenerg-4802	204	16	and	and	CCONJ
fuelectenerg-4802	204	17	are	be	AUX
fuelectenerg-4802	204	18	used	use	VERB
fuelectenerg-4802	204	19	for	for	ADP
fuelectenerg-4802	204	20	prediction	prediction	NOUN
fuelectenerg-4802	204	21	.	.	PUNCT
fuelectenerg-4802	205	1	it	it	PRON
fuelectenerg-4802	205	2	is	be	AUX
fuelectenerg-4802	205	3	a	a	DET
fuelectenerg-4802	205	4	popular	popular	ADJ
fuelectenerg-4802	205	5	method	method	NOUN
fuelectenerg-4802	205	6	because	because	SCONJ
fuelectenerg-4802	205	7	of	of	ADP
fuelectenerg-4802	205	8	its	its	PRON
fuelectenerg-4802	205	9	simple	simple	ADJ
fuelectenerg-4802	205	10	structure	structure	NOUN
fuelectenerg-4802	205	11	,	,	PUNCT
fuelectenerg-4802	205	12	ease	ease	VERB
fuelectenerg-4802	205	13	to	to	PART
fuelectenerg-4802	205	14	understand	understand	VERB
fuelectenerg-4802	205	15	and	and	CCONJ
fuelectenerg-4802	205	16	the	the	DET
fuelectenerg-4802	205	17	short	short	ADJ
fuelectenerg-4802	205	18	time	time	NOUN
fuelectenerg-4802	205	19	required	require	VERB
fuelectenerg-4802	205	20	to	to	PART
fuelectenerg-4802	205	21	interpret	interpret	VERB
fuelectenerg-4802	205	22	[	[	X
fuelectenerg-4802	205	23	35	35	NUM
fuelectenerg-4802	205	24	]	]	PUNCT
fuelectenerg-4802	205	25	.	.	PUNCT
fuelectenerg-4802	206	1	during	during	ADP
fuelectenerg-4802	206	2	the	the	DET
fuelectenerg-4802	206	3	classification	classification	NOUN
fuelectenerg-4802	206	4	process	process	NOUN
fuelectenerg-4802	206	5	,	,	PUNCT
fuelectenerg-4802	206	6	the	the	DET
fuelectenerg-4802	206	7	degree	degree	NOUN
fuelectenerg-4802	206	8	of	of	ADP
fuelectenerg-4802	206	9	adjustment	adjustment	NOUN
fuelectenerg-4802	206	10	of	of	ADP
fuelectenerg-4802	206	11	the	the	DET
fuelectenerg-4802	206	12	model	model	NOUN
fuelectenerg-4802	206	13	to	to	ADP
fuelectenerg-4802	206	14	the	the	DET
fuelectenerg-4802	206	15	training	training	NOUN
fuelectenerg-4802	206	16	set	set	NOUN
fuelectenerg-4802	206	17	is	be	AUX
fuelectenerg-4802	206	18	very	very	ADV
fuelectenerg-4802	206	19	essential	essential	ADJ
fuelectenerg-4802	206	20	.	.	PUNCT
fuelectenerg-4802	207	1	when	when	SCONJ
fuelectenerg-4802	207	2	a	a	DET
fuelectenerg-4802	207	3	tight	tight	ADJ
fuelectenerg-4802	207	4	stopping	stopping	NOUN
fuelectenerg-4802	207	5	criterion	criterion	NOUN
fuelectenerg-4802	207	6	is	be	AUX
fuelectenerg-4802	207	7	employed	employ	VERB
fuelectenerg-4802	207	8	,	,	PUNCT
fuelectenerg-4802	207	9	it	it	PRON
fuelectenerg-4802	207	10	often	often	ADV
fuelectenerg-4802	207	11	creates	create	VERB
fuelectenerg-4802	207	12	a	a	DET
fuelectenerg-4802	207	13	small	small	ADJ
fuelectenerg-4802	207	14	and	and	CCONJ
fuelectenerg-4802	207	15	unidentified	unidentified	ADJ
fuelectenerg-4802	207	16	decision	decision	NOUN
fuelectenerg-4802	207	17	tree	tree	NOUN
fuelectenerg-4802	207	18	,	,	PUNCT
fuelectenerg-4802	207	19	while	while	SCONJ
fuelectenerg-4802	207	20	the	the	DET
fuelectenerg-4802	207	21	algorithm	algorithm	NOUN
fuelectenerg-4802	207	22	with	with	ADP
fuelectenerg-4802	207	23	a	a	DET
fuelectenerg-4802	207	24	loose	loose	ADJ
fuelectenerg-4802	207	25	stopping	stopping	NOUN
fuelectenerg-4802	207	26	criterion	criterion	NOUN
fuelectenerg-4802	207	27	,	,	PUNCT
fuelectenerg-4802	207	28	on	on	ADP
fuelectenerg-4802	207	29	the	the	DET
fuelectenerg-4802	207	30	other	other	ADJ
fuelectenerg-4802	207	31	hand	hand	NOUN
fuelectenerg-4802	207	32	,	,	PUNCT
fuelectenerg-4802	207	33	gives	give	VERB
fuelectenerg-4802	207	34	a	a	DET
fuelectenerg-4802	207	35	larger	large	ADJ
fuelectenerg-4802	207	36	decision	decision	NOUN
fuelectenerg-4802	207	37	tree	tree	NOUN
fuelectenerg-4802	207	38	that	that	PRON
fuelectenerg-4802	207	39	tends	tend	VERB
fuelectenerg-4802	207	40	to	to	AUX
fuelectenerg-4802	207	41	over	over	ADP
fuelectenerg-4802	207	42	-	-	PUNCT
fuelectenerg-4802	207	43	fit	fit	VERB
fuelectenerg-4802	207	44	the	the	DET
fuelectenerg-4802	207	45	training	training	NOUN
fuelectenerg-4802	207	46	dataset	dataset	NOUN
fuelectenerg-4802	207	47	.	.	PUNCT
fuelectenerg-4802	208	1	decision	decision	NOUN
fuelectenerg-4802	208	2	tree	tree	NOUN
fuelectenerg-4802	208	3	has	have	AUX
fuelectenerg-4802	208	4	been	be	AUX
fuelectenerg-4802	208	5	embraced	embrace	VERB
fuelectenerg-4802	208	6	for	for	ADP
fuelectenerg-4802	208	7	classification	classification	NOUN
fuelectenerg-4802	208	8	and	and	CCONJ
fuelectenerg-4802	208	9	data	datum	NOUN
fuelectenerg-4802	208	10	analysis	analysis	NOUN
fuelectenerg-4802	208	11	in	in	ADP
fuelectenerg-4802	208	12	fields	field	NOUN
fuelectenerg-4802	208	13	,	,	PUNCT
fuelectenerg-4802	208	14	such	such	ADJ
fuelectenerg-4802	208	15	as	as	ADP
fuelectenerg-4802	208	16	agriculture	agriculture	NOUN
fuelectenerg-4802	208	17	,	,	PUNCT
fuelectenerg-4802	208	18	environmental	environmental	ADJ
fuelectenerg-4802	208	19	,	,	PUNCT
fuelectenerg-4802	208	20	health	health	NOUN
fuelectenerg-4802	208	21	,	,	PUNCT
fuelectenerg-4802	208	22	etc	etc	X
fuelectenerg-4802	208	23	.	.	X
fuelectenerg-4802	208	24	decision	decision	NOUN
fuelectenerg-4802	208	25	trees	tree	NOUN
fuelectenerg-4802	208	26	are	be	AUX
fuelectenerg-4802	208	27	recursive	recursive	ADJ
fuelectenerg-4802	208	28	partition	partition	NOUN
fuelectenerg-4802	208	29	models	model	NOUN
fuelectenerg-4802	208	30	that	that	PRON
fuelectenerg-4802	208	31	use	use	VERB
fuelectenerg-4802	208	32	a	a	DET
fuelectenerg-4802	208	33	single	single	ADJ
fuelectenerg-4802	208	34	variable	variable	NOUN
fuelectenerg-4802	208	35	to	to	PART
fuelectenerg-4802	208	36	divide	divide	VERB
fuelectenerg-4802	208	37	datasets	dataset	NOUN
fuelectenerg-4802	208	38	at	at	ADP
fuelectenerg-4802	208	39	each	each	DET
fuelectenerg-4802	208	40	level	level	NOUN
fuelectenerg-4802	208	41	.	.	PUNCT
fuelectenerg-4802	209	1	initially	initially	ADV
fuelectenerg-4802	209	2	,	,	PUNCT
fuelectenerg-4802	209	3	all	all	DET
fuelectenerg-4802	209	4	sets	set	NOUN
fuelectenerg-4802	209	5	of	of	ADP
fuelectenerg-4802	209	6	cases	case	NOUN
fuelectenerg-4802	209	7	are	be	AUX
fuelectenerg-4802	209	8	defined	define	VERB
fuelectenerg-4802	209	9	to	to	PART
fuelectenerg-4802	209	10	belong	belong	VERB
fuelectenerg-4802	209	11	to	to	ADP
fuelectenerg-4802	209	12	the	the	DET
fuelectenerg-4802	209	13	same	same	ADJ
fuelectenerg-4802	209	14	class	class	NOUN
fuelectenerg-4802	209	15	before	before	SCONJ
fuelectenerg-4802	209	16	a	a	DET
fuelectenerg-4802	209	17	variable	variable	NOUN
fuelectenerg-4802	209	18	is	be	AUX
fuelectenerg-4802	209	19	selected	select	VERB
fuelectenerg-4802	209	20	,	,	PUNCT
fuelectenerg-4802	209	21	using	use	VERB
fuelectenerg-4802	209	22	a	a	DET
fuelectenerg-4802	209	23	split	split	ADJ
fuelectenerg-4802	209	24	criterion	criterion	NOUN
fuelectenerg-4802	209	25	,	,	PUNCT
fuelectenerg-4802	209	26	to	to	PART
fuelectenerg-4802	209	27	determine	determine	VERB
fuelectenerg-4802	209	28	the	the	DET
fuelectenerg-4802	209	29	attribute	attribute	NOUN
fuelectenerg-4802	209	30	to	to	PART
fuelectenerg-4802	209	31	insert	insert	VERB
fuelectenerg-4802	209	32	in	in	ADP
fuelectenerg-4802	209	33	a	a	DET
fuelectenerg-4802	209	34	node	node	NOUN
fuelectenerg-4802	209	35	and	and	CCONJ
fuelectenerg-4802	209	36	branch	branch	NOUN
fuelectenerg-4802	209	37	.	.	PUNCT
fuelectenerg-4802	210	1	decision	decision	NOUN
fuelectenerg-4802	210	2	tree	tree	NOUN
fuelectenerg-4802	210	3	nodes	node	NOUN
fuelectenerg-4802	210	4	consist	consist	VERB
fuelectenerg-4802	210	5	of	of	ADP
fuelectenerg-4802	210	6	set	set	NOUN
fuelectenerg-4802	210	7	of	of	ADP
fuelectenerg-4802	210	8	rules	rule	NOUN
fuelectenerg-4802	210	9	where	where	SCONJ
fuelectenerg-4802	210	10	each	each	DET
fuelectenerg-4802	210	11	tree	tree	NOUN
fuelectenerg-4802	210	12	node	node	NOUN
fuelectenerg-4802	210	13	is	be	AUX
fuelectenerg-4802	210	14	labelled	label	VERB
fuelectenerg-4802	210	15	with	with	ADP
fuelectenerg-4802	210	16	an	an	DET
fuelectenerg-4802	210	17	attribute	attribute	NOUN
fuelectenerg-4802	210	18	variable	variable	NOUN
fuelectenerg-4802	210	19	which	which	PRON
fuelectenerg-4802	210	20	creates	create	VERB
fuelectenerg-4802	210	21	a	a	DET
fuelectenerg-4802	210	22	branch	branch	NOUN
fuelectenerg-4802	210	23	for	for	ADP
fuelectenerg-4802	210	24	each	each	DET
fuelectenerg-4802	210	25	value	value	NOUN
fuelectenerg-4802	210	26	.	.	PUNCT
fuelectenerg-4802	211	1	they	they	PRON
fuelectenerg-4802	211	2	are	be	AUX
fuelectenerg-4802	211	3	represented	represent	VERB
fuelectenerg-4802	211	4	by	by	ADP
fuelectenerg-4802	211	5	a	a	DET
fuelectenerg-4802	211	6	tree	tree	NOUN
fuelectenerg-4802	211	7	like	like	ADP
fuelectenerg-4802	211	8	structure	structure	NOUN
fuelectenerg-4802	211	9	,	,	PUNCT
fuelectenerg-4802	211	10	with	with	ADP
fuelectenerg-4802	211	11	the	the	DET
fuelectenerg-4802	211	12	leaf	leaf	NOUN
fuelectenerg-4802	211	13	nodes	node	NOUN
fuelectenerg-4802	211	14	labelled	label	VERB
fuelectenerg-4802	211	15	with	with	ADP
fuelectenerg-4802	211	16	a	a	DET
fuelectenerg-4802	211	17	class	class	NOUN
fuelectenerg-4802	211	18	label	label	NOUN
fuelectenerg-4802	211	19	[	[	X
fuelectenerg-4802	211	20	36	36	NUM
fuelectenerg-4802	211	21	]	]	PUNCT
fuelectenerg-4802	211	22	.	.	PUNCT
fuelectenerg-4802	212	1	from	from	ADP
fuelectenerg-4802	212	2	its	its	PRON
fuelectenerg-4802	212	3	original	original	ADJ
fuelectenerg-4802	212	4	version	version	NOUN
fuelectenerg-4802	212	5	of	of	ADP
fuelectenerg-4802	212	6	id3	id3	NOUN
fuelectenerg-4802	212	7	(	(	PUNCT
fuelectenerg-4802	212	8	iterative	iterative	NOUN
fuelectenerg-4802	212	9	dichotomiser	dichotomiser	NOUN
fuelectenerg-4802	212	10	3	3	NUM
fuelectenerg-4802	212	11	)	)	PUNCT
fuelectenerg-4802	212	12	,	,	PUNCT
fuelectenerg-4802	212	13	c4.5	c4.5	PROPN
fuelectenerg-4802	212	14	and	and	CCONJ
fuelectenerg-4802	212	15	c5.0	c5.0	PROPN
fuelectenerg-4802	212	16	has	have	AUX
fuelectenerg-4802	212	17	been	be	AUX
fuelectenerg-4802	212	18	developed	develop	VERB
fuelectenerg-4802	212	19	as	as	ADP
fuelectenerg-4802	212	20	an	an	DET
fuelectenerg-4802	212	21	advance	advance	ADJ
fuelectenerg-4802	212	22	version	version	NOUN
fuelectenerg-4802	212	23	of	of	ADP
fuelectenerg-4802	212	24	id3	id3	NOUN
fuelectenerg-4802	212	25	[	[	X
fuelectenerg-4802	212	26	35	35	NUM
fuelectenerg-4802	212	27	]	]	PUNCT
fuelectenerg-4802	212	28	.	.	PUNCT
fuelectenerg-4802	213	1	over	over	ADP
fuelectenerg-4802	213	2	the	the	DET
fuelectenerg-4802	213	3	years	year	NOUN
fuelectenerg-4802	213	4	,	,	PUNCT
fuelectenerg-4802	213	5	the	the	DET
fuelectenerg-4802	213	6	c4.5	c4.5	PROPN
fuelectenerg-4802	213	7	algorithm	algorithm	NOUN
fuelectenerg-4802	213	8	has	have	AUX
fuelectenerg-4802	213	9	been	be	AUX
fuelectenerg-4802	213	10	used	use	VERB
fuelectenerg-4802	213	11	in	in	ADP
fuelectenerg-4802	213	12	the	the	DET
fuelectenerg-4802	213	13	literature	literature	NOUN
fuelectenerg-4802	213	14	as	as	ADP
fuelectenerg-4802	213	15	the	the	DET
fuelectenerg-4802	213	16	standard	standard	ADJ
fuelectenerg-4802	213	17	model	model	NOUN
fuelectenerg-4802	213	18	for	for	ADP
fuelectenerg-4802	213	19	supervised	supervised	ADJ
fuelectenerg-4802	213	20	learning	learning	NOUN
fuelectenerg-4802	213	21	.	.	PUNCT
fuelectenerg-4802	214	1	during	during	ADP
fuelectenerg-4802	214	2	a	a	DET
fuelectenerg-4802	214	3	classification	classification	NOUN
fuelectenerg-4802	214	4	process	process	NOUN
fuelectenerg-4802	214	5	,	,	PUNCT
fuelectenerg-4802	214	6	a	a	DET
fuelectenerg-4802	214	7	training	training	NOUN
fuelectenerg-4802	214	8	dataset	dataset	NOUN
fuelectenerg-4802	214	9	is	be	AUX
fuelectenerg-4802	214	10	used	use	VERB
fuelectenerg-4802	214	11	to	to	PART
fuelectenerg-4802	214	12	train	train	VERB
fuelectenerg-4802	214	13	the	the	DET
fuelectenerg-4802	214	14	decision	decision	NOUN
fuelectenerg-4802	214	15	tree	tree	NOUN
fuelectenerg-4802	214	16	algorithm	algorithm	NOUN
fuelectenerg-4802	214	17	while	while	SCONJ
fuelectenerg-4802	214	18	a	a	DET
fuelectenerg-4802	214	19	test	test	NOUN
fuelectenerg-4802	214	20	dataset	dataset	NOUN
fuelectenerg-4802	214	21	is	be	AUX
fuelectenerg-4802	214	22	used	use	VERB
fuelectenerg-4802	214	23	to	to	PART
fuelectenerg-4802	214	24	validate	validate	VERB
fuelectenerg-4802	214	25	the	the	DET
fuelectenerg-4802	214	26	model	model	NOUN
fuelectenerg-4802	214	27	.	.	PUNCT
fuelectenerg-4802	215	1	when	when	SCONJ
fuelectenerg-4802	215	2	there	there	PRON
fuelectenerg-4802	215	3	is	be	VERB
fuelectenerg-4802	215	4	a	a	DET
fuelectenerg-4802	215	5	new	new	ADJ
fuelectenerg-4802	215	6	sample	sample	NOUN
fuelectenerg-4802	215	7	of	of	ADP
fuelectenerg-4802	215	8	a	a	DET
fuelectenerg-4802	215	9	test	test	NOUN
fuelectenerg-4802	215	10	dataset	dataset	NOUN
fuelectenerg-4802	215	11	,	,	PUNCT
fuelectenerg-4802	215	12	a	a	DET
fuelectenerg-4802	215	13	prediction	prediction	NOUN
fuelectenerg-4802	215	14	can	can	AUX
fuelectenerg-4802	215	15	be	be	AUX
fuelectenerg-4802	215	16	made	make	VERB
fuelectenerg-4802	215	17	on	on	ADP
fuelectenerg-4802	215	18	the	the	DET
fuelectenerg-4802	215	19	state	state	NOUN
fuelectenerg-4802	215	20	of	of	ADP
fuelectenerg-4802	215	21	the	the	DET
fuelectenerg-4802	215	22	class	class	NOUN
fuelectenerg-4802	215	23	variable	variable	NOUN
fuelectenerg-4802	215	24	using	use	VERB
fuelectenerg-4802	215	25	the	the	DET
fuelectenerg-4802	215	26	path	path	NOUN
fuelectenerg-4802	215	27	of	of	ADP
fuelectenerg-4802	215	28	the	the	DET
fuelectenerg-4802	215	29	tree	tree	NOUN
fuelectenerg-4802	215	30	from	from	ADP
fuelectenerg-4802	215	31	the	the	DET
fuelectenerg-4802	215	32	root	root	NOUN
fuelectenerg-4802	215	33	to	to	ADP
fuelectenerg-4802	215	34	the	the	DET
fuelectenerg-4802	215	35	leaf	leaf	NOUN
fuelectenerg-4802	215	36	node	node	NOUN
fuelectenerg-4802	215	37	,	,	PUNCT
fuelectenerg-4802	215	38	for	for	ADP
fuelectenerg-4802	215	39	the	the	DET
fuelectenerg-4802	215	40	tree	tree	NOUN
fuelectenerg-4802	215	41	structure	structure	NOUN
fuelectenerg-4802	215	42	and	and	CCONJ
fuelectenerg-4802	215	43	sample	sample	NOUN
fuelectenerg-4802	215	44	values	value	NOUN
fuelectenerg-4802	215	45	.	.	PUNCT
fuelectenerg-4802	216	1	for	for	ADP
fuelectenerg-4802	216	2	example	example	NOUN
fuelectenerg-4802	216	3	,	,	PUNCT
fuelectenerg-4802	216	4	let	let	VERB
fuelectenerg-4802	216	5	us	we	PRON
fuelectenerg-4802	216	6	consider	consider	VERB
fuelectenerg-4802	216	7	a	a	DET
fuelectenerg-4802	216	8	set	set	NOUN
fuelectenerg-4802	216	9	s	s	NOUN
fuelectenerg-4802	216	10	,	,	PUNCT
fuelectenerg-4802	216	11	and	and	CCONJ
fuelectenerg-4802	216	12	select	select	VERB
fuelectenerg-4802	216	13	a	a	DET
fuelectenerg-4802	216	14	case	case	NOUN
fuelectenerg-4802	216	15	at	at	ADP
fuelectenerg-4802	216	16	random	random	ADJ
fuelectenerg-4802	216	17	belonging	belong	VERB
fuelectenerg-4802	216	18	to	to	ADP
fuelectenerg-4802	216	19	class	class	NOUN
fuelectenerg-4802	216	20	ct	ct	PROPN
fuelectenerg-4802	216	21	.	.	PUNCT
fuelectenerg-4802	217	1	to	to	PART
fuelectenerg-4802	217	2	determine	determine	VERB
fuelectenerg-4802	217	3	if	if	SCONJ
fuelectenerg-4802	217	4	the	the	DET
fuelectenerg-4802	217	5	random	random	ADJ
fuelectenerg-4802	217	6	sample	sample	NOUN
fuelectenerg-4802	217	7	belongs	belong	VERB
fuelectenerg-4802	217	8	to	to	ADP
fuelectenerg-4802	217	9	the	the	DET
fuelectenerg-4802	217	10	class	class	NOUN
fuelectenerg-4802	217	11	ct	ct	PROPN
fuelectenerg-4802	217	12	,	,	PUNCT
fuelectenerg-4802	217	13	we	we	PRON
fuelectenerg-4802	217	14	find	find	VERB
fuelectenerg-4802	217	15	pi	pi	NOUN
fuelectenerg-4802	217	16	using	use	VERB
fuelectenerg-4802	217	17	the	the	DET
fuelectenerg-4802	217	18	equation	equation	NOUN
fuelectenerg-4802	217	19	[	[	X
fuelectenerg-4802	217	20	37	37	NUM
fuelectenerg-4802	217	21	]	]	X
fuelectenerg-4802	217	22	:	:	PUNCT
fuelectenerg-4802	217	23	=	=	SYM
fuelectenerg-4802	217	24	(	(	PUNCT
fuelectenerg-4802	217	25	)	)	PUNCT
fuelectenerg-4802	217	26	(	(	PUNCT
fuelectenerg-4802	217	27	3	3	X
fuelectenerg-4802	217	28	)	)	PUNCT
fuelectenerg-4802	217	29	where	where	SCONJ
fuelectenerg-4802	217	30	{	{	PUNCT
fuelectenerg-4802	217	31	denotes	denote	VERB
fuelectenerg-4802	217	32	the	the	DET
fuelectenerg-4802	217	33	number	number	NOUN
fuelectenerg-4802	217	34	of	of	ADP
fuelectenerg-4802	217	35	samples	sample	NOUN
fuelectenerg-4802	217	36	contained	contain	VERB
fuelectenerg-4802	217	37	in	in	ADP
fuelectenerg-4802	217	38	the	the	DET
fuelectenerg-4802	217	39	set	set	NOUN
fuelectenerg-4802	217	40	.	.	PUNCT
fuelectenerg-4802	218	1	the	the	DET
fuelectenerg-4802	218	2	information	information	NOUN
fuelectenerg-4802	218	3	conveyed	convey	VERB
fuelectenerg-4802	218	4	can	can	AUX
fuelectenerg-4802	218	5	therefore	therefore	ADV
fuelectenerg-4802	218	6	be	be	AUX
fuelectenerg-4802	218	7	represented	represent	VERB
fuelectenerg-4802	218	8	by	by	ADP
fuelectenerg-4802	218	9	*	*	PUNCT
fuelectenerg-4802	219	1	+	+	CCONJ
fuelectenerg-4802	219	2	where	where	SCONJ
fuelectenerg-4802	219	3	is	be	AUX
fuelectenerg-4802	219	4	the	the	DET
fuelectenerg-4802	219	5	probability	probability	NOUN
fuelectenerg-4802	219	6	distribution	distribution	NOUN
fuelectenerg-4802	219	7	.	.	PUNCT
fuelectenerg-4802	220	1	the	the	DET
fuelectenerg-4802	220	2	entropy	entropy	PROPN
fuelectenerg-4802	220	3	of	of	ADP
fuelectenerg-4802	220	4	,	,	PUNCT
fuelectenerg-4802	220	5	which	which	PRON
fuelectenerg-4802	220	6	is	be	AUX
fuelectenerg-4802	220	7	the	the	DET
fuelectenerg-4802	220	8	information	information	NOUN
fuelectenerg-4802	220	9	conveyed	convey	VERB
fuelectenerg-4802	220	10	by	by	ADP
fuelectenerg-4802	220	11	the	the	DET
fuelectenerg-4802	220	12	distribution	distribution	NOUN
fuelectenerg-4802	220	13	,	,	PUNCT
fuelectenerg-4802	220	14	can	can	AUX
fuelectenerg-4802	220	15	be	be	AUX
fuelectenerg-4802	220	16	expressed	express	VERB
fuelectenerg-4802	220	17	as	as	SCONJ
fuelectenerg-4802	220	18	follows	follow	VERB
fuelectenerg-4802	220	19	:	:	PUNCT
fuelectenerg-4802	220	20	(	(	PUNCT
fuelectenerg-4802	220	21	)	)	PUNCT
fuelectenerg-4802	220	22	∑	∑	PUNCT
fuelectenerg-4802	220	23	(	(	PUNCT
fuelectenerg-4802	220	24	4	4	NUM
fuelectenerg-4802	220	25	)	)	PUNCT
fuelectenerg-4802	220	26	where	where	SCONJ
fuelectenerg-4802	220	27	n	n	PRON
fuelectenerg-4802	220	28	is	be	AUX
fuelectenerg-4802	220	29	the	the	DET
fuelectenerg-4802	220	30	length	length	NOUN
fuelectenerg-4802	220	31	of	of	ADP
fuelectenerg-4802	220	32	the	the	DET
fuelectenerg-4802	220	33	information	information	NOUN
fuelectenerg-4802	220	34	.	.	PUNCT
fuelectenerg-4802	221	1	when	when	SCONJ
fuelectenerg-4802	221	2	a	a	DET
fuelectenerg-4802	221	3	set	set	NOUN
fuelectenerg-4802	221	4	of	of	ADP
fuelectenerg-4802	221	5	samples	sample	NOUN
fuelectenerg-4802	221	6	are	be	AUX
fuelectenerg-4802	221	7	segmented	segment	VERB
fuelectenerg-4802	221	8	by	by	ADP
fuelectenerg-4802	221	9	using	use	VERB
fuelectenerg-4802	221	10	a	a	DET
fuelectenerg-4802	221	11	non	non	ADJ
fuelectenerg-4802	221	12	-	-	ADJ
fuelectenerg-4802	221	13	categorical	categorical	ADJ
fuelectenerg-4802	221	14	attribute	attribute	NOUN
fuelectenerg-4802	221	15	x	x	NOUN
fuelectenerg-4802	221	16	,	,	PUNCT
fuelectenerg-4802	221	17	we	we	PRON
fuelectenerg-4802	221	18	have	have	VERB
fuelectenerg-4802	221	19	a	a	DET
fuelectenerg-4802	221	20	set	set	NOUN
fuelectenerg-4802	221	21	*	*	PUNCT
fuelectenerg-4802	222	1	+	+	ADV
fuelectenerg-4802	222	2	where	where	SCONJ
fuelectenerg-4802	222	3	m	m	NOUN
fuelectenerg-4802	222	4	is	be	AUX
fuelectenerg-4802	222	5	the	the	DET
fuelectenerg-4802	222	6	number	number	NOUN
fuelectenerg-4802	222	7	of	of	ADP
fuelectenerg-4802	222	8	samples	sample	NOUN
fuelectenerg-4802	222	9	.	.	PUNCT
fuelectenerg-4802	223	1	the	the	DET
fuelectenerg-4802	223	2	weighted	weight	VERB
fuelectenerg-4802	223	3	average	average	NOUN
fuelectenerg-4802	223	4	is	be	AUX
fuelectenerg-4802	223	5	the	the	DET
fuelectenerg-4802	223	6	information	information	NOUN
fuelectenerg-4802	223	7	used	use	VERB
fuelectenerg-4802	223	8	in	in	ADP
fuelectenerg-4802	223	9	determining	determine	VERB
fuelectenerg-4802	223	10	the	the	DET
fuelectenerg-4802	223	11	class	class	NOUN
fuelectenerg-4802	223	12	of	of	ADP
fuelectenerg-4802	223	13	an	an	DET
fuelectenerg-4802	223	14	element	element	NOUN
fuelectenerg-4802	223	15	and	and	CCONJ
fuelectenerg-4802	223	16	can	can	AUX
fuelectenerg-4802	223	17	be	be	AUX
fuelectenerg-4802	223	18	determined	determine	VERB
fuelectenerg-4802	223	19	using	use	VERB
fuelectenerg-4802	223	20	the	the	DET
fuelectenerg-4802	223	21	formula	formula	NOUN
fuelectenerg-4802	223	22	:	:	PUNCT
fuelectenerg-4802	223	23	324	324	NUM
fuelectenerg-4802	223	24	o.	o.	NOUN
fuelectenerg-4802	223	25	osanaiye	osanaiye	PROPN
fuelectenerg-4802	223	26	,	,	PUNCT
fuelectenerg-4802	223	27	o.	o.	PROPN
fuelectenerg-4802	223	28	ogundile	ogundile	PROPN
fuelectenerg-4802	223	29	,	,	PUNCT
fuelectenerg-4802	223	30	f.	f.	PROPN
fuelectenerg-4802	223	31	aina	aina	PROPN
fuelectenerg-4802	223	32	,	,	PUNCT
fuelectenerg-4802	223	33	a.	a.	NOUN
fuelectenerg-4802	223	34	periola	periola	PROPN
fuelectenerg-4802	223	35	(	(	PUNCT
fuelectenerg-4802	223	36	)	)	PUNCT
fuelectenerg-4802	223	37	∑	∑	PUNCT
fuelectenerg-4802	223	38	(	(	PUNCT
fuelectenerg-4802	223	39	)	)	PUNCT
fuelectenerg-4802	223	40	(	(	PUNCT
fuelectenerg-4802	223	41	5	5	NUM
fuelectenerg-4802	223	42	)	)	PUNCT
fuelectenerg-4802	223	43	therefore	therefore	ADV
fuelectenerg-4802	223	44	,	,	PUNCT
fuelectenerg-4802	223	45	the	the	DET
fuelectenerg-4802	223	46	information	information	NOUN
fuelectenerg-4802	223	47	gain	gain	NOUN
fuelectenerg-4802	223	48	can	can	AUX
fuelectenerg-4802	223	49	be	be	AUX
fuelectenerg-4802	223	50	computed	compute	VERB
fuelectenerg-4802	223	51	as	as	SCONJ
fuelectenerg-4802	223	52	follows	follow	VERB
fuelectenerg-4802	223	53	:	:	PUNCT
fuelectenerg-4802	223	54	(	(	PUNCT
fuelectenerg-4802	223	55	)	)	PUNCT
fuelectenerg-4802	223	56	(	(	PUNCT
fuelectenerg-4802	223	57	)	)	PUNCT
fuelectenerg-4802	223	58	(	(	PUNCT
fuelectenerg-4802	223	59	)	)	PUNCT
fuelectenerg-4802	223	60	(	(	PUNCT
fuelectenerg-4802	223	61	6	6	X
fuelectenerg-4802	223	62	)	)	PUNCT
fuelectenerg-4802	223	63	the	the	DET
fuelectenerg-4802	223	64	eqn	eqn	NOUN
fuelectenerg-4802	223	65	.	.	PUNCT
fuelectenerg-4802	224	1	6	6	NUM
fuelectenerg-4802	224	2	above	above	ADV
fuelectenerg-4802	224	3	expresses	express	VERB
fuelectenerg-4802	224	4	the	the	DET
fuelectenerg-4802	224	5	difference	difference	NOUN
fuelectenerg-4802	224	6	between	between	ADP
fuelectenerg-4802	224	7	the	the	DET
fuelectenerg-4802	224	8	information	information	NOUN
fuelectenerg-4802	224	9	required	require	VERB
fuelectenerg-4802	224	10	to	to	PART
fuelectenerg-4802	224	11	determine	determine	VERB
fuelectenerg-4802	224	12	the	the	DET
fuelectenerg-4802	224	13	value	value	NOUN
fuelectenerg-4802	224	14	of	of	ADP
fuelectenerg-4802	224	15	an	an	DET
fuelectenerg-4802	224	16	element	element	NOUN
fuelectenerg-4802	224	17	of	of	ADP
fuelectenerg-4802	224	18	and	and	CCONJ
fuelectenerg-4802	224	19	the	the	DET
fuelectenerg-4802	224	20	information	information	NOUN
fuelectenerg-4802	224	21	required	require	VERB
fuelectenerg-4802	224	22	to	to	PART
fuelectenerg-4802	224	23	determine	determine	VERB
fuelectenerg-4802	224	24	having	having	AUX
fuelectenerg-4802	224	25	obtained	obtain	VERB
fuelectenerg-4802	224	26	the	the	DET
fuelectenerg-4802	224	27	value	value	NOUN
fuelectenerg-4802	224	28	of	of	ADP
fuelectenerg-4802	224	29	the	the	DET
fuelectenerg-4802	224	30	attribute	attribute	NOUN
fuelectenerg-4802	224	31	.	.	PUNCT
fuelectenerg-4802	225	1	this	this	PRON
fuelectenerg-4802	225	2	is	be	AUX
fuelectenerg-4802	225	3	therefore	therefore	ADV
fuelectenerg-4802	225	4	referred	refer	VERB
fuelectenerg-4802	225	5	as	as	SCONJ
fuelectenerg-4802	225	6	the	the	DET
fuelectenerg-4802	225	7	information	information	NOUN
fuelectenerg-4802	225	8	gain	gain	VERB
fuelectenerg-4802	225	9	due	due	ADP
fuelectenerg-4802	225	10	to	to	ADP
fuelectenerg-4802	225	11	attribute	attribute	VERB
fuelectenerg-4802	225	12	x.	x.	NOUN
fuelectenerg-4802	225	13	in	in	ADP
fuelectenerg-4802	225	14	this	this	DET
fuelectenerg-4802	225	15	work	work	NOUN
fuelectenerg-4802	225	16	,	,	PUNCT
fuelectenerg-4802	225	17	we	we	PRON
fuelectenerg-4802	225	18	use	use	VERB
fuelectenerg-4802	225	19	j48	j48	ADJ
fuelectenerg-4802	225	20	decision	decision	NOUN
fuelectenerg-4802	225	21	tree	tree	NOUN
fuelectenerg-4802	225	22	classification	classification	NOUN
fuelectenerg-4802	225	23	algorithm	algorithm	NOUN
fuelectenerg-4802	225	24	,	,	PUNCT
fuelectenerg-4802	225	25	a	a	DET
fuelectenerg-4802	225	26	version	version	NOUN
fuelectenerg-4802	225	27	of	of	ADP
fuelectenerg-4802	225	28	the	the	DET
fuelectenerg-4802	225	29	c4.5	c4.5	PROPN
fuelectenerg-4802	225	30	for	for	ADP
fuelectenerg-4802	225	31	classification	classification	NOUN
fuelectenerg-4802	225	32	.	.	PUNCT
fuelectenerg-4802	226	1	fig	fig	NOUN
fuelectenerg-4802	226	2	.	.	PUNCT
fuelectenerg-4802	227	1	2	2	NUM
fuelectenerg-4802	227	2	proposed	propose	VERB
fuelectenerg-4802	227	3	intrusion	intrusion	NOUN
fuelectenerg-4802	227	4	detection	detection	NOUN
fuelectenerg-4802	227	5	model	model	NOUN
fuelectenerg-4802	227	6	5	5	NUM
fuelectenerg-4802	227	7	.	.	PUNCT
fuelectenerg-4802	227	8	experimental	experimental	ADJ
fuelectenerg-4802	227	9	results	result	NOUN
fuelectenerg-4802	227	10	in	in	ADP
fuelectenerg-4802	227	11	this	this	DET
fuelectenerg-4802	227	12	work	work	NOUN
fuelectenerg-4802	227	13	,	,	PUNCT
fuelectenerg-4802	227	14	we	we	PRON
fuelectenerg-4802	227	15	use	use	VERB
fuelectenerg-4802	227	16	the	the	DET
fuelectenerg-4802	227	17	combination	combination	NOUN
fuelectenerg-4802	227	18	of	of	ADP
fuelectenerg-4802	227	19	three	three	NUM
fuelectenerg-4802	227	20	filter	filter	NOUN
fuelectenerg-4802	227	21	methods	method	NOUN
fuelectenerg-4802	227	22	during	during	ADP
fuelectenerg-4802	227	23	the	the	DET
fuelectenerg-4802	227	24	pre	pre	ADJ
fuelectenerg-4802	227	25	-	-	ADJ
fuelectenerg-4802	227	26	processing	processing	ADJ
fuelectenerg-4802	227	27	stage	stage	NOUN
fuelectenerg-4802	227	28	to	to	PART
fuelectenerg-4802	227	29	select	select	VERB
fuelectenerg-4802	227	30	features	feature	NOUN
fuelectenerg-4802	227	31	from	from	ADP
fuelectenerg-4802	227	32	the	the	DET
fuelectenerg-4802	227	33	labelled	label	VERB
fuelectenerg-4802	227	34	dataset	dataset	NOUN
fuelectenerg-4802	227	35	,	,	PUNCT
fuelectenerg-4802	227	36	nsl	nsl	PROPN
fuelectenerg-4802	227	37	-	-	PUNCT
fuelectenerg-4802	227	38	kdd	kdd	PROPN
fuelectenerg-4802	227	39	.	.	PUNCT
fuelectenerg-4802	228	1	the	the	DET
fuelectenerg-4802	228	2	most	most	ADV
fuelectenerg-4802	228	3	relevant	relevant	ADJ
fuelectenerg-4802	228	4	features	feature	NOUN
fuelectenerg-4802	228	5	that	that	PRON
fuelectenerg-4802	228	6	are	be	AUX
fuelectenerg-4802	228	7	strong	strong	ADJ
fuelectenerg-4802	228	8	in	in	ADP
fuelectenerg-4802	228	9	determining	determine	VERB
fuelectenerg-4802	228	10	the	the	DET
fuelectenerg-4802	228	11	output	output	NOUN
fuelectenerg-4802	228	12	class	class	NOUN
fuelectenerg-4802	228	13	are	be	AUX
fuelectenerg-4802	228	14	ranked	rank	VERB
fuelectenerg-4802	228	15	and	and	CCONJ
fuelectenerg-4802	228	16	chosen	choose	VERB
fuelectenerg-4802	228	17	to	to	PART
fuelectenerg-4802	228	18	be	be	AUX
fuelectenerg-4802	228	19	used	use	VERB
fuelectenerg-4802	228	20	by	by	ADP
fuelectenerg-4802	228	21	the	the	DET
fuelectenerg-4802	228	22	machine	machine	NOUN
fuelectenerg-4802	228	23	learning	learn	VERB
fuelectenerg-4802	228	24	algorithm	algorithm	NOUN
fuelectenerg-4802	228	25	to	to	PART
fuelectenerg-4802	228	26	classify	classify	VERB
fuelectenerg-4802	228	27	traffic	traffic	NOUN
fuelectenerg-4802	228	28	packets	packet	NOUN
fuelectenerg-4802	228	29	as	as	ADP
fuelectenerg-4802	228	30	either	either	CCONJ
fuelectenerg-4802	228	31	normal	normal	ADJ
fuelectenerg-4802	228	32	or	or	CCONJ
fuelectenerg-4802	228	33	anomaly	anomaly	NOUN
fuelectenerg-4802	228	34	.	.	PUNCT
fuelectenerg-4802	229	1	weka	weka	PROPN
fuelectenerg-4802	229	2	software	software	PROPN
fuelectenerg-4802	230	1	[	[	X
fuelectenerg-4802	230	2	38	38	NUM
fuelectenerg-4802	230	3	]	]	PUNCT
fuelectenerg-4802	230	4	,	,	PUNCT
fuelectenerg-4802	230	5	a	a	DET
fuelectenerg-4802	230	6	machine	machine	NOUN
fuelectenerg-4802	230	7	learning	learn	VERB
fuelectenerg-4802	230	8	tool	tool	NOUN
fuelectenerg-4802	230	9	that	that	PRON
fuelectenerg-4802	230	10	consists	consist	VERB
fuelectenerg-4802	230	11	of	of	ADP
fuelectenerg-4802	230	12	series	series	NOUN
fuelectenerg-4802	230	13	of	of	ADP
fuelectenerg-4802	230	14	machine	machine	NOUN
fuelectenerg-4802	230	15	learning	learning	NOUN
fuelectenerg-4802	230	16	algorithms	algorithm	NOUN
fuelectenerg-4802	230	17	,	,	PUNCT
fuelectenerg-4802	230	18	is	be	AUX
fuelectenerg-4802	230	19	used	use	VERB
fuelectenerg-4802	230	20	for	for	ADP
fuelectenerg-4802	230	21	our	our	PRON
fuelectenerg-4802	230	22	experimental	experimental	ADJ
fuelectenerg-4802	230	23	analysis	analysis	NOUN
fuelectenerg-4802	230	24	.	.	PUNCT
fuelectenerg-4802	231	1	during	during	ADP
fuelectenerg-4802	231	2	classification	classification	NOUN
fuelectenerg-4802	231	3	,	,	PUNCT
fuelectenerg-4802	231	4	the	the	DET
fuelectenerg-4802	231	5	parameters	parameter	NOUN
fuelectenerg-4802	231	6	of	of	ADP
fuelectenerg-4802	231	7	weka	weka	PROPN
fuelectenerg-4802	231	8	are	be	AUX
fuelectenerg-4802	231	9	set	set	VERB
fuelectenerg-4802	231	10	to	to	ADP
fuelectenerg-4802	231	11	its	its	PRON
fuelectenerg-4802	231	12	default	default	NOUN
fuelectenerg-4802	231	13	values	value	NOUN
fuelectenerg-4802	231	14	.	.	PUNCT
fuelectenerg-4802	232	1	during	during	ADP
fuelectenerg-4802	232	2	evaluation	evaluation	NOUN
fuelectenerg-4802	232	3	,	,	PUNCT
fuelectenerg-4802	232	4	we	we	PRON
fuelectenerg-4802	232	5	determine	determine	VERB
fuelectenerg-4802	232	6	the	the	DET
fuelectenerg-4802	232	7	performance	performance	NOUN
fuelectenerg-4802	232	8	of	of	ADP
fuelectenerg-4802	232	9	our	our	PRON
fuelectenerg-4802	232	10	proposed	propose	VERB
fuelectenerg-4802	232	11	triple	triple	ADJ
fuelectenerg-4802	232	12	-	-	PUNCT
fuelectenerg-4802	232	13	filter	filter	NOUN
fuelectenerg-4802	232	14	method	method	NOUN
fuelectenerg-4802	232	15	by	by	ADP
fuelectenerg-4802	232	16	using	use	VERB
fuelectenerg-4802	232	17	an	an	DET
fuelectenerg-4802	232	18	open	open	ADJ
fuelectenerg-4802	232	19	source	source	NOUN
fuelectenerg-4802	232	20	nsl	nsl	PROPN
fuelectenerg-4802	232	21	-	-	PUNCT
fuelectenerg-4802	232	22	kdd	kdd	NOUN
fuelectenerg-4802	232	23	dataset	dataset	NOUN
fuelectenerg-4802	232	24	.	.	PUNCT
fuelectenerg-4802	233	1	the	the	DET
fuelectenerg-4802	233	2	motivation	motivation	NOUN
fuelectenerg-4802	233	3	behind	behind	ADP
fuelectenerg-4802	233	4	the	the	DET
fuelectenerg-4802	233	5	use	use	NOUN
fuelectenerg-4802	233	6	of	of	ADP
fuelectenerg-4802	233	7	nsl	nsl	NOUN
fuelectenerg-4802	233	8	-	-	PUNCT
fuelectenerg-4802	233	9	kdd	kdd	PROPN
fuelectenerg-4802	233	10	in	in	ADP
fuelectenerg-4802	233	11	our	our	PRON
fuelectenerg-4802	233	12	work	work	NOUN
fuelectenerg-4802	233	13	is	be	AUX
fuelectenerg-4802	233	14	because	because	SCONJ
fuelectenerg-4802	233	15	it	it	PRON
fuelectenerg-4802	233	16	is	be	AUX
fuelectenerg-4802	233	17	open	open	ADJ
fuelectenerg-4802	233	18	source	source	NOUN
fuelectenerg-4802	233	19	and	and	CCONJ
fuelectenerg-4802	233	20	readily	readily	ADV
fuelectenerg-4802	233	21	available	available	ADJ
fuelectenerg-4802	233	22	online	online	ADV
fuelectenerg-4802	233	23	.	.	PUNCT
fuelectenerg-4802	234	1	furthermore	furthermore	ADV
fuelectenerg-4802	234	2	,	,	PUNCT
fuelectenerg-4802	234	3	nsl	nsl	PROPN
fuelectenerg-4802	234	4	-	-	PUNCT
fuelectenerg-4802	234	5	kdd	kdd	PROPN
fuelectenerg-4802	234	6	can	can	AUX
fuelectenerg-4802	234	7	be	be	AUX
fuelectenerg-4802	234	8	modified	modify	VERB
fuelectenerg-4802	234	9	to	to	PART
fuelectenerg-4802	234	10	suit	suit	VERB
fuelectenerg-4802	234	11	different	different	ADJ
fuelectenerg-4802	234	12	experimental	experimental	ADJ
fuelectenerg-4802	234	13	attack	attack	NOUN
fuelectenerg-4802	234	14	scenario	scenario	NOUN
fuelectenerg-4802	234	15	in	in	ADP
fuelectenerg-4802	234	16	wsn	wsn	PROPN
fuelectenerg-4802	234	17	.	.	PUNCT
fuelectenerg-4802	235	1	the	the	DET
fuelectenerg-4802	235	2	nsl	nsl	PROPN
fuelectenerg-4802	235	3	-	-	PUNCT
fuelectenerg-4802	235	4	kdd	kdd	PROPN
fuelectenerg-4802	235	5	is	be	AUX
fuelectenerg-4802	235	6	a	a	DET
fuelectenerg-4802	235	7	labelled	label	VERB
fuelectenerg-4802	235	8	benchmark	benchmark	NOUN
fuelectenerg-4802	235	9	dataset	dataset	NOUN
fuelectenerg-4802	235	10	developed	develop	VERB
fuelectenerg-4802	235	11	from	from	ADP
fuelectenerg-4802	235	12	the	the	DET
fuelectenerg-4802	235	13	initial	initial	ADJ
fuelectenerg-4802	235	14	kddcup’99	kddcup’99	NOUN
fuelectenerg-4802	235	15	that	that	PRON
fuelectenerg-4802	235	16	presented	present	VERB
fuelectenerg-4802	235	17	some	some	DET
fuelectenerg-4802	235	18	feature	feature	NOUN
fuelectenerg-4802	235	19	selection	selection	NOUN
fuelectenerg-4802	235	20	for	for	ADP
fuelectenerg-4802	235	21	intrusion	intrusion	NOUN
fuelectenerg-4802	235	22	detection	detection	NOUN
fuelectenerg-4802	235	23	system	system	NOUN
fuelectenerg-4802	235	24	in	in	ADP
fuelectenerg-4802	235	25	a	a	DET
fuelectenerg-4802	235	26	cluster	cluster	NOUN
fuelectenerg-4802	235	27	-	-	PUNCT
fuelectenerg-4802	235	28	based	base	VERB
fuelectenerg-4802	235	29	heterogeneous	heterogeneous	ADJ
fuelectenerg-4802	235	30	wireless	wireless	ADJ
fuelectenerg-4802	235	31	sensor	sensor	NOUN
fuelectenerg-4802	235	32	network	network	NOUN
fuelectenerg-4802	235	33	325	325	NUM
fuelectenerg-4802	235	34	shortcomings	shortcoming	NOUN
fuelectenerg-4802	235	35	.	.	PUNCT
fuelectenerg-4802	236	1	the	the	DET
fuelectenerg-4802	236	2	nsl	nsl	PROPN
fuelectenerg-4802	236	3	-	-	PUNCT
fuelectenerg-4802	236	4	kdd	kdd	PROPN
fuelectenerg-4802	236	5	consists	consist	NOUN
fuelectenerg-4802	236	6	of	of	ADP
fuelectenerg-4802	236	7	41	41	NUM
fuelectenerg-4802	236	8	features	feature	NOUN
fuelectenerg-4802	236	9	and	and	CCONJ
fuelectenerg-4802	236	10	2	2	NUM
fuelectenerg-4802	236	11	classes	class	NOUN
fuelectenerg-4802	236	12	,	,	PUNCT
fuelectenerg-4802	236	13	labelled	label	VERB
fuelectenerg-4802	236	14	as	as	ADP
fuelectenerg-4802	236	15	either	either	CCONJ
fuelectenerg-4802	236	16	attack	attack	NOUN
fuelectenerg-4802	236	17	or	or	CCONJ
fuelectenerg-4802	236	18	normal	normal	ADJ
fuelectenerg-4802	236	19	.	.	PUNCT
fuelectenerg-4802	237	1	the	the	DET
fuelectenerg-4802	237	2	features	feature	NOUN
fuelectenerg-4802	237	3	in	in	ADP
fuelectenerg-4802	237	4	the	the	DET
fuelectenerg-4802	237	5	dataset	dataset	NOUN
fuelectenerg-4802	237	6	are	be	AUX
fuelectenerg-4802	237	7	categorized	categorize	VERB
fuelectenerg-4802	237	8	into	into	ADP
fuelectenerg-4802	237	9	four	four	NUM
fuelectenerg-4802	237	10	groups	group	NOUN
fuelectenerg-4802	237	11	,	,	PUNCT
fuelectenerg-4802	237	12	namely	namely	ADV
fuelectenerg-4802	237	13	;	;	PUNCT
fuelectenerg-4802	237	14	basic	basic	ADJ
fuelectenerg-4802	237	15	features	feature	NOUN
fuelectenerg-4802	237	16	,	,	PUNCT
fuelectenerg-4802	237	17	content	content	NOUN
fuelectenerg-4802	237	18	features	feature	NOUN
fuelectenerg-4802	237	19	,	,	PUNCT
fuelectenerg-4802	237	20	time	time	NOUN
fuelectenerg-4802	237	21	-	-	PUNCT
fuelectenerg-4802	237	22	based	base	VERB
fuelectenerg-4802	237	23	traffic	traffic	NOUN
fuelectenerg-4802	237	24	features	feature	NOUN
fuelectenerg-4802	237	25	and	and	CCONJ
fuelectenerg-4802	237	26	connection	connection	NOUN
fuelectenerg-4802	237	27	-	-	PUNCT
fuelectenerg-4802	237	28	based	base	VERB
fuelectenerg-4802	237	29	traffic	traffic	NOUN
fuelectenerg-4802	237	30	features	feature	VERB
fuelectenerg-4802	238	1	[	[	X
fuelectenerg-4802	238	2	9	9	NUM
fuelectenerg-4802	238	3	]	]	PUNCT
fuelectenerg-4802	238	4	.	.	PUNCT
fuelectenerg-4802	239	1	the	the	DET
fuelectenerg-4802	239	2	attacks	attack	NOUN
fuelectenerg-4802	239	3	in	in	ADP
fuelectenerg-4802	239	4	the	the	DET
fuelectenerg-4802	239	5	dataset	dataset	NOUN
fuelectenerg-4802	239	6	are	be	AUX
fuelectenerg-4802	239	7	grouped	group	VERB
fuelectenerg-4802	239	8	into	into	ADP
fuelectenerg-4802	239	9	dos	do	NOUN
fuelectenerg-4802	239	10	,	,	PUNCT
fuelectenerg-4802	239	11	probe	probe	NOUN
fuelectenerg-4802	239	12	,	,	PUNCT
fuelectenerg-4802	239	13	r2l	r2l	NOUN
fuelectenerg-4802	239	14	and	and	CCONJ
fuelectenerg-4802	239	15	u2r	u2r	NOUN
fuelectenerg-4802	239	16	;	;	PUNCT
fuelectenerg-4802	239	17	with	with	SCONJ
fuelectenerg-4802	239	18	these	these	DET
fuelectenerg-4802	239	19	attacks	attack	NOUN
fuelectenerg-4802	239	20	divided	divide	VERB
fuelectenerg-4802	239	21	into	into	ADP
fuelectenerg-4802	239	22	training	training	NOUN
fuelectenerg-4802	239	23	set	set	NOUN
fuelectenerg-4802	239	24	and	and	CCONJ
fuelectenerg-4802	239	25	test	test	NOUN
fuelectenerg-4802	239	26	set	set	VERB
fuelectenerg-4802	239	27	.	.	PUNCT
fuelectenerg-4802	240	1	the	the	DET
fuelectenerg-4802	240	2	training	training	NOUN
fuelectenerg-4802	240	3	set	set	NOUN
fuelectenerg-4802	240	4	consists	consist	VERB
fuelectenerg-4802	240	5	of	of	ADP
fuelectenerg-4802	240	6	21	21	NUM
fuelectenerg-4802	240	7	attack	attack	NOUN
fuelectenerg-4802	240	8	types	type	NOUN
fuelectenerg-4802	240	9	,	,	PUNCT
fuelectenerg-4802	240	10	while	while	SCONJ
fuelectenerg-4802	240	11	on	on	ADP
fuelectenerg-4802	240	12	the	the	DET
fuelectenerg-4802	240	13	other	other	ADJ
fuelectenerg-4802	240	14	hand	hand	NOUN
fuelectenerg-4802	240	15	,	,	PUNCT
fuelectenerg-4802	240	16	the	the	DET
fuelectenerg-4802	240	17	test	test	NOUN
fuelectenerg-4802	240	18	set	set	VERB
fuelectenerg-4802	240	19	consists	consist	VERB
fuelectenerg-4802	240	20	of	of	ADP
fuelectenerg-4802	240	21	an	an	DET
fuelectenerg-4802	240	22	extra	extra	ADJ
fuelectenerg-4802	240	23	17	17	NUM
fuelectenerg-4802	240	24	unique	unique	ADJ
fuelectenerg-4802	240	25	attack	attack	NOUN
fuelectenerg-4802	240	26	type	type	NOUN
fuelectenerg-4802	241	1	[	[	X
fuelectenerg-4802	241	2	9	9	NUM
fuelectenerg-4802	241	3	]	]	PUNCT
fuelectenerg-4802	241	4	.	.	PUNCT
fuelectenerg-4802	242	1	in	in	ADP
fuelectenerg-4802	242	2	this	this	DET
fuelectenerg-4802	242	3	work	work	NOUN
fuelectenerg-4802	242	4	,	,	PUNCT
fuelectenerg-4802	242	5	we	we	PRON
fuelectenerg-4802	242	6	have	have	AUX
fuelectenerg-4802	242	7	modified	modify	VERB
fuelectenerg-4802	242	8	the	the	DET
fuelectenerg-4802	242	9	dataset	dataset	NOUN
fuelectenerg-4802	242	10	and	and	CCONJ
fuelectenerg-4802	242	11	extracted	extract	VERB
fuelectenerg-4802	242	12	the	the	DET
fuelectenerg-4802	242	13	dos	do	NOUN
fuelectenerg-4802	242	14	attack	attack	NOUN
fuelectenerg-4802	242	15	trace	trace	NOUN
fuelectenerg-4802	242	16	.	.	PUNCT
fuelectenerg-4802	243	1	dos	do	NOUN
fuelectenerg-4802	243	2	attack	attack	NOUN
fuelectenerg-4802	243	3	is	be	AUX
fuelectenerg-4802	243	4	one	one	NUM
fuelectenerg-4802	243	5	of	of	ADP
fuelectenerg-4802	243	6	the	the	DET
fuelectenerg-4802	243	7	most	most	ADV
fuelectenerg-4802	243	8	prevalent	prevalent	ADJ
fuelectenerg-4802	243	9	attacks	attack	NOUN
fuelectenerg-4802	243	10	on	on	ADP
fuelectenerg-4802	243	11	the	the	DET
fuelectenerg-4802	243	12	resource	resource	NOUN
fuelectenerg-4802	243	13	constraint	constraint	NOUN
fuelectenerg-4802	243	14	sensor	sensor	NOUN
fuelectenerg-4802	243	15	nodes	node	NOUN
fuelectenerg-4802	243	16	in	in	ADP
fuelectenerg-4802	243	17	wsn	wsn	PROPN
fuelectenerg-4802	243	18	that	that	PRON
fuelectenerg-4802	243	19	depletes	deplete	VERB
fuelectenerg-4802	243	20	its	its	PRON
fuelectenerg-4802	243	21	energy	energy	NOUN
fuelectenerg-4802	243	22	and	and	CCONJ
fuelectenerg-4802	243	23	cause	cause	VERB
fuelectenerg-4802	243	24	a	a	DET
fuelectenerg-4802	243	25	denial	denial	NOUN
fuelectenerg-4802	243	26	of	of	ADP
fuelectenerg-4802	243	27	service	service	NOUN
fuelectenerg-4802	243	28	.	.	PUNCT
fuelectenerg-4802	244	1	dos	do	NOUN
fuelectenerg-4802	244	2	attacks	attack	NOUN
fuelectenerg-4802	244	3	on	on	ADP
fuelectenerg-4802	244	4	systems	system	NOUN
fuelectenerg-4802	244	5	,	,	PUNCT
fuelectenerg-4802	244	6	often	often	ADV
fuelectenerg-4802	244	7	a	a	DET
fuelectenerg-4802	244	8	times	time	NOUN
fuelectenerg-4802	244	9	,	,	PUNCT
fuelectenerg-4802	244	10	are	be	AUX
fuelectenerg-4802	244	11	carried	carry	VERB
fuelectenerg-4802	244	12	out	out	ADP
fuelectenerg-4802	244	13	using	use	VERB
fuelectenerg-4802	244	14	similar	similar	ADJ
fuelectenerg-4802	244	15	methods	method	NOUN
fuelectenerg-4802	244	16	,	,	PUNCT
fuelectenerg-4802	244	17	however	however	ADV
fuelectenerg-4802	244	18	,	,	PUNCT
fuelectenerg-4802	244	19	its	its	PRON
fuelectenerg-4802	244	20	impact	impact	NOUN
fuelectenerg-4802	244	21	on	on	ADP
fuelectenerg-4802	244	22	different	different	ADJ
fuelectenerg-4802	244	23	hosts	host	NOUN
fuelectenerg-4802	244	24	varies	vary	VERB
fuelectenerg-4802	244	25	.	.	PUNCT
fuelectenerg-4802	245	1	the	the	DET
fuelectenerg-4802	245	2	feature	feature	NOUN
fuelectenerg-4802	245	3	selection	selection	NOUN
fuelectenerg-4802	245	4	process	process	NOUN
fuelectenerg-4802	245	5	is	be	AUX
fuelectenerg-4802	245	6	carried	carry	VERB
fuelectenerg-4802	245	7	out	out	ADP
fuelectenerg-4802	245	8	to	to	PART
fuelectenerg-4802	245	9	determine	determine	VERB
fuelectenerg-4802	245	10	the	the	DET
fuelectenerg-4802	245	11	one	one	NUM
fuelectenerg-4802	245	12	-	-	PUNCT
fuelectenerg-4802	245	13	third	third	NOUN
fuelectenerg-4802	245	14	slip	slip	NOUN
fuelectenerg-4802	245	15	(	(	PUNCT
fuelectenerg-4802	245	16	14	14	NUM
fuelectenerg-4802	245	17	highest	high	ADJ
fuelectenerg-4802	245	18	ranked	rank	VERB
fuelectenerg-4802	245	19	features	feature	NOUN
fuelectenerg-4802	245	20	)	)	PUNCT
fuelectenerg-4802	245	21	of	of	ADP
fuelectenerg-4802	245	22	the	the	DET
fuelectenerg-4802	245	23	nsl	nsl	PROPN
fuelectenerg-4802	245	24	-	-	PUNCT
fuelectenerg-4802	245	25	kdd	kdd	PROPN
fuelectenerg-4802	245	26	dataset	dataset	NOUN
fuelectenerg-4802	245	27	using	use	VERB
fuelectenerg-4802	245	28	our	our	PRON
fuelectenerg-4802	245	29	proposed	propose	VERB
fuelectenerg-4802	245	30	triple	triple	ADJ
fuelectenerg-4802	245	31	filter	filter	NOUN
fuelectenerg-4802	245	32	method	method	NOUN
fuelectenerg-4802	245	33	,	,	PUNCT
fuelectenerg-4802	245	34	as	as	SCONJ
fuelectenerg-4802	245	35	shown	show	VERB
fuelectenerg-4802	245	36	in	in	ADP
fuelectenerg-4802	245	37	table	table	NOUN
fuelectenerg-4802	245	38	1	1	NUM
fuelectenerg-4802	245	39	.	.	PUNCT
fuelectenerg-4802	246	1	this	this	DET
fuelectenerg-4802	246	2	experiment	experiment	NOUN
fuelectenerg-4802	246	3	is	be	AUX
fuelectenerg-4802	246	4	performed	perform	VERB
fuelectenerg-4802	246	5	on	on	ADP
fuelectenerg-4802	246	6	an	an	DET
fuelectenerg-4802	246	7	hp	hp	PROPN
fuelectenerg-4802	246	8	64bit	64bit	NOUN
fuelectenerg-4802	246	9	windows	window	NOUN
fuelectenerg-4802	246	10	10	10	NUM
fuelectenerg-4802	246	11	operating	operating	NOUN
fuelectenerg-4802	246	12	system	system	NOUN
fuelectenerg-4802	246	13	with	with	ADP
fuelectenerg-4802	246	14	intel	intel	PROPN
fuelectenerg-4802	246	15	(	(	PUNCT
fuelectenerg-4802	246	16	r	r	NOUN
fuelectenerg-4802	246	17	)	)	PUNCT
fuelectenerg-4802	246	18	core	core	NOUN
fuelectenerg-4802	246	19	(	(	PUNCT
fuelectenerg-4802	246	20	tm	tm	NOUN
fuelectenerg-4802	246	21	)	)	PUNCT
fuelectenerg-4802	246	22	i7	i7	ADJ
fuelectenerg-4802	246	23	-	-	PUNCT
fuelectenerg-4802	246	24	4700mq	4700mq	NOUN
fuelectenerg-4802	246	25	cpu	cpu	NOUN
fuelectenerg-4802	246	26	and	and	CCONJ
fuelectenerg-4802	246	27	8	8	NUM
fuelectenerg-4802	246	28	gb	gb	NOUN
fuelectenerg-4802	246	29	of	of	ADP
fuelectenerg-4802	246	30	ram	ram	NOUN
fuelectenerg-4802	246	31	.	.	PUNCT
fuelectenerg-4802	247	1	we	we	PRON
fuelectenerg-4802	247	2	use	use	VERB
fuelectenerg-4802	247	3	10	10	NUM
fuelectenerg-4802	247	4	-	-	ADJ
fuelectenerg-4802	247	5	fold	fold	ADJ
fuelectenerg-4802	247	6	cross	cross	NOUN
fuelectenerg-4802	247	7	-	-	NOUN
fuelectenerg-4802	247	8	validation	validation	NOUN
fuelectenerg-4802	247	9	to	to	PART
fuelectenerg-4802	247	10	estimate	estimate	VERB
fuelectenerg-4802	247	11	the	the	DET
fuelectenerg-4802	247	12	performance	performance	NOUN
fuelectenerg-4802	247	13	of	of	ADP
fuelectenerg-4802	247	14	our	our	PRON
fuelectenerg-4802	247	15	proposed	propose	VERB
fuelectenerg-4802	247	16	classifier	classifier	NOUN
fuelectenerg-4802	247	17	.	.	PUNCT
fuelectenerg-4802	248	1	in	in	ADP
fuelectenerg-4802	248	2	a	a	DET
fuelectenerg-4802	248	3	10	10	NUM
fuelectenerg-4802	248	4	-	-	ADJ
fuelectenerg-4802	248	5	fold	fold	ADJ
fuelectenerg-4802	248	6	cross	cross	NOUN
fuelectenerg-4802	248	7	validation	validation	NOUN
fuelectenerg-4802	248	8	,	,	PUNCT
fuelectenerg-4802	248	9	data	datum	NOUN
fuelectenerg-4802	248	10	are	be	AUX
fuelectenerg-4802	248	11	split	split	VERB
fuelectenerg-4802	248	12	into	into	ADP
fuelectenerg-4802	248	13	10	10	NUM
fuelectenerg-4802	248	14	equal	equal	ADJ
fuelectenerg-4802	248	15	folds	fold	NOUN
fuelectenerg-4802	248	16	of	of	ADP
fuelectenerg-4802	248	17	same	same	ADJ
fuelectenerg-4802	248	18	sizes	size	NOUN
fuelectenerg-4802	248	19	prior	prior	ADV
fuelectenerg-4802	248	20	to	to	ADP
fuelectenerg-4802	248	21	carrying	carry	VERB
fuelectenerg-4802	248	22	out	out	ADP
fuelectenerg-4802	248	23	10	10	NUM
fuelectenerg-4802	248	24	iterations	iteration	NOUN
fuelectenerg-4802	248	25	of	of	ADP
fuelectenerg-4802	248	26	training	training	NOUN
fuelectenerg-4802	248	27	and	and	CCONJ
fuelectenerg-4802	248	28	validation	validation	NOUN
fuelectenerg-4802	248	29	.	.	PUNCT
fuelectenerg-4802	249	1	table	table	NOUN
fuelectenerg-4802	249	2	1	1	NUM
fuelectenerg-4802	249	3	feature	feature	NOUN
fuelectenerg-4802	249	4	selection	selection	NOUN
fuelectenerg-4802	249	5	using	use	VERB
fuelectenerg-4802	249	6	filter	filter	NOUN
fuelectenerg-4802	249	7	method	method	NOUN
fuelectenerg-4802	249	8	filter	filter	NOUN
fuelectenerg-4802	249	9	method	method	NOUN
fuelectenerg-4802	249	10	feature	feature	NOUN
fuelectenerg-4802	249	11	selected	select	VERB
fuelectenerg-4802	249	12	gain	gain	NOUN
fuelectenerg-4802	249	13	ratio	ratio	NOUN
fuelectenerg-4802	249	14	12,26,4,25,39,6,30,38,5,29,3,37,34,33	12,26,4,25,39,6,30,38,5,29,3,37,34,33	NUM
fuelectenerg-4802	249	15	chisquared	chisquare	VERB
fuelectenerg-4802	249	16	5,3,6,4,29,30,33,34,35,12,23,38,25,39	5,3,6,4,29,30,33,34,35,12,23,38,25,39	ADJ
fuelectenerg-4802	249	17	relieff	relieff	NOUN
fuelectenerg-4802	249	18	3,29,4,32,38,33,39,12,36,23,26,34,40,31	3,29,4,32,38,33,39,12,36,23,26,34,40,31	NUM
fuelectenerg-4802	249	19	from	from	ADP
fuelectenerg-4802	249	20	table	table	NOUN
fuelectenerg-4802	249	21	1	1	NUM
fuelectenerg-4802	249	22	,	,	PUNCT
fuelectenerg-4802	249	23	it	it	PRON
fuelectenerg-4802	249	24	is	be	AUX
fuelectenerg-4802	249	25	seen	see	VERB
fuelectenerg-4802	249	26	that	that	SCONJ
fuelectenerg-4802	249	27	individual	individual	ADJ
fuelectenerg-4802	249	28	filter	filter	NOUN
fuelectenerg-4802	249	29	method	method	NOUN
fuelectenerg-4802	249	30	has	have	AUX
fuelectenerg-4802	249	31	ranked	rank	VERB
fuelectenerg-4802	249	32	the	the	DET
fuelectenerg-4802	249	33	feature	feature	NOUN
fuelectenerg-4802	249	34	of	of	ADP
fuelectenerg-4802	249	35	the	the	DET
fuelectenerg-4802	249	36	dataset	dataset	NOUN
fuelectenerg-4802	249	37	according	accord	VERB
fuelectenerg-4802	249	38	to	to	ADP
fuelectenerg-4802	249	39	its	its	PRON
fuelectenerg-4802	249	40	strength	strength	NOUN
fuelectenerg-4802	249	41	in	in	ADP
fuelectenerg-4802	249	42	determining	determine	VERB
fuelectenerg-4802	249	43	the	the	DET
fuelectenerg-4802	249	44	class	class	NOUN
fuelectenerg-4802	249	45	.	.	PUNCT
fuelectenerg-4802	250	1	we	we	PRON
fuelectenerg-4802	250	2	have	have	AUX
fuelectenerg-4802	250	3	attached	attach	VERB
fuelectenerg-4802	250	4	a	a	DET
fuelectenerg-4802	250	5	weight	weight	NOUN
fuelectenerg-4802	250	6	to	to	ADP
fuelectenerg-4802	250	7	each	each	DET
fuelectenerg-4802	250	8	ranking	ranking	NOUN
fuelectenerg-4802	250	9	position	position	NOUN
fuelectenerg-4802	250	10	,	,	PUNCT
fuelectenerg-4802	250	11	therefore	therefore	ADV
fuelectenerg-4802	250	12	,	,	PUNCT
fuelectenerg-4802	250	13	we	we	PRON
fuelectenerg-4802	250	14	determine	determine	VERB
fuelectenerg-4802	250	15	the	the	DET
fuelectenerg-4802	250	16	strongest	strong	ADJ
fuelectenerg-4802	250	17	features	feature	NOUN
fuelectenerg-4802	250	18	across	across	ADP
fuelectenerg-4802	250	19	the	the	DET
fuelectenerg-4802	250	20	three	three	NUM
fuelectenerg-4802	250	21	filter	filter	NOUN
fuelectenerg-4802	250	22	methods	method	NOUN
fuelectenerg-4802	250	23	,	,	PUNCT
fuelectenerg-4802	250	24	and	and	CCONJ
fuelectenerg-4802	250	25	cumulatively	cumulatively	ADV
fuelectenerg-4802	250	26	sum	sum	VERB
fuelectenerg-4802	250	27	up	up	ADP
fuelectenerg-4802	250	28	the	the	DET
fuelectenerg-4802	250	29	weights	weight	NOUN
fuelectenerg-4802	250	30	.	.	PUNCT
fuelectenerg-4802	251	1	table	table	NOUN
fuelectenerg-4802	251	2	2	2	NUM
fuelectenerg-4802	251	3	presents	present	VERB
fuelectenerg-4802	251	4	the	the	DET
fuelectenerg-4802	251	5	output	output	NOUN
fuelectenerg-4802	251	6	of	of	ADP
fuelectenerg-4802	251	7	our	our	PRON
fuelectenerg-4802	251	8	triple	triple	ADJ
fuelectenerg-4802	251	9	-	-	PUNCT
fuelectenerg-4802	251	10	filter	filter	NOUN
fuelectenerg-4802	251	11	method	method	NOUN
fuelectenerg-4802	251	12	,	,	PUNCT
fuelectenerg-4802	251	13	that	that	ADV
fuelectenerg-4802	251	14	is	is	ADV
fuelectenerg-4802	251	15	,	,	PUNCT
fuelectenerg-4802	251	16	the	the	DET
fuelectenerg-4802	251	17	fourteen	fourteen	NUM
fuelectenerg-4802	251	18	most	most	ADV
fuelectenerg-4802	251	19	important	important	ADJ
fuelectenerg-4802	251	20	features	feature	NOUN
fuelectenerg-4802	251	21	.	.	PUNCT
fuelectenerg-4802	252	1	these	these	DET
fuelectenerg-4802	252	2	fourteen	fourteen	NUM
fuelectenerg-4802	252	3	features	feature	NOUN
fuelectenerg-4802	252	4	have	have	AUX
fuelectenerg-4802	252	5	been	be	AUX
fuelectenerg-4802	252	6	used	use	VERB
fuelectenerg-4802	252	7	as	as	ADP
fuelectenerg-4802	252	8	the	the	DET
fuelectenerg-4802	252	9	input	input	NOUN
fuelectenerg-4802	252	10	for	for	ADP
fuelectenerg-4802	252	11	training	train	VERB
fuelectenerg-4802	252	12	the	the	DET
fuelectenerg-4802	252	13	decision	decision	NOUN
fuelectenerg-4802	252	14	tree	tree	NOUN
fuelectenerg-4802	252	15	classifier	classifier	NOUN
fuelectenerg-4802	252	16	,	,	PUNCT
fuelectenerg-4802	252	17	j48	j48	PROPN
fuelectenerg-4802	252	18	in	in	ADP
fuelectenerg-4802	252	19	weka	weka	PROPN
fuelectenerg-4802	252	20	.	.	PUNCT
fuelectenerg-4802	253	1	table	table	NOUN
fuelectenerg-4802	253	2	2	2	NUM
fuelectenerg-4802	253	3	triple	triple	ADJ
fuelectenerg-4802	253	4	-	-	PUNCT
fuelectenerg-4802	253	5	filter	filter	NOUN
fuelectenerg-4802	253	6	feature	feature	NOUN
fuelectenerg-4802	253	7	selection	selection	NOUN
fuelectenerg-4802	253	8	method	method	NOUN
fuelectenerg-4802	253	9	filter	filter	NOUN
fuelectenerg-4802	253	10	method	method	NOUN
fuelectenerg-4802	253	11	feature	feature	NOUN
fuelectenerg-4802	253	12	selected	select	VERB
fuelectenerg-4802	253	13	triple	triple	ADJ
fuelectenerg-4802	253	14	-	-	PUNCT
fuelectenerg-4802	253	15	filter	filter	NOUN
fuelectenerg-4802	253	16	3,4,29,33,34,39,12,5,30,38,26,25,23,6	3,4,29,33,34,39,12,5,30,38,26,25,23,6	NUM
fuelectenerg-4802	253	17	6	6	NUM
fuelectenerg-4802	253	18	.	.	PUNCT
fuelectenerg-4802	253	19	performance	performance	NOUN
fuelectenerg-4802	253	20	measure	measure	NOUN
fuelectenerg-4802	253	21	during	during	ADP
fuelectenerg-4802	253	22	the	the	DET
fuelectenerg-4802	253	23	evaluation	evaluation	NOUN
fuelectenerg-4802	253	24	of	of	ADP
fuelectenerg-4802	253	25	a	a	DET
fuelectenerg-4802	253	26	classifier	classifier	NOUN
fuelectenerg-4802	253	27	,	,	PUNCT
fuelectenerg-4802	253	28	different	different	ADJ
fuelectenerg-4802	253	29	metrics	metric	NOUN
fuelectenerg-4802	253	30	such	such	ADJ
fuelectenerg-4802	253	31	as	as	ADP
fuelectenerg-4802	253	32	classification	classification	NOUN
fuelectenerg-4802	253	33	accuracy	accuracy	NOUN
fuelectenerg-4802	253	34	,	,	PUNCT
fuelectenerg-4802	253	35	detection	detection	NOUN
fuelectenerg-4802	253	36	rate	rate	NOUN
fuelectenerg-4802	253	37	and	and	CCONJ
fuelectenerg-4802	253	38	false	false	ADJ
fuelectenerg-4802	253	39	alarm	alarm	NOUN
fuelectenerg-4802	253	40	rate	rate	NOUN
fuelectenerg-4802	253	41	can	can	AUX
fuelectenerg-4802	253	42	be	be	AUX
fuelectenerg-4802	253	43	used	use	VERB
fuelectenerg-4802	253	44	.	.	PUNCT
fuelectenerg-4802	254	1	these	these	DET
fuelectenerg-4802	254	2	metrics	metric	NOUN
fuelectenerg-4802	254	3	are	be	AUX
fuelectenerg-4802	254	4	determinant	determinant	ADJ
fuelectenerg-4802	254	5	on	on	ADP
fuelectenerg-4802	254	6	the	the	DET
fuelectenerg-4802	254	7	measure	measure	NOUN
fuelectenerg-4802	254	8	of	of	ADP
fuelectenerg-4802	254	9	the	the	DET
fuelectenerg-4802	254	10	true	true	ADJ
fuelectenerg-4802	254	11	positive	positive	ADJ
fuelectenerg-4802	254	12	(	(	PUNCT
fuelectenerg-4802	254	13	tp	tp	NOUN
fuelectenerg-4802	254	14	)	)	PUNCT
fuelectenerg-4802	254	15	,	,	PUNCT
fuelectenerg-4802	254	16	false	false	ADJ
fuelectenerg-4802	254	17	positive	positive	ADJ
fuelectenerg-4802	254	18	(	(	PUNCT
fuelectenerg-4802	254	19	fp	fp	NOUN
fuelectenerg-4802	254	20	)	)	PUNCT
fuelectenerg-4802	254	21	,	,	PUNCT
fuelectenerg-4802	254	22	true	true	ADJ
fuelectenerg-4802	254	23	negative	negative	ADJ
fuelectenerg-4802	254	24	(	(	PUNCT
fuelectenerg-4802	254	25	tn	tn	NOUN
fuelectenerg-4802	254	26	)	)	PUNCT
fuelectenerg-4802	254	27	and	and	CCONJ
fuelectenerg-4802	254	28	false	false	ADJ
fuelectenerg-4802	254	29	negative	negative	ADJ
fuelectenerg-4802	254	30	(	(	PUNCT
fuelectenerg-4802	254	31	fn	fn	NOUN
fuelectenerg-4802	254	32	)	)	PUNCT
fuelectenerg-4802	254	33	.	.	PUNCT
fuelectenerg-4802	255	1	tp	tp	NOUN
fuelectenerg-4802	255	2	are	be	AUX
fuelectenerg-4802	255	3	the	the	DET
fuelectenerg-4802	255	4	instances	instance	NOUN
fuelectenerg-4802	255	5	where	where	SCONJ
fuelectenerg-4802	255	6	attack	attack	NOUN
fuelectenerg-4802	255	7	packets	packet	NOUN
fuelectenerg-4802	255	8	are	be	AUX
fuelectenerg-4802	255	9	correctly	correctly	ADV
fuelectenerg-4802	255	10	classified	classified	ADJ
fuelectenerg-4802	255	11	,	,	PUNCT
fuelectenerg-4802	255	12	while	while	SCONJ
fuelectenerg-4802	255	13	situations	situation	NOUN
fuelectenerg-4802	255	14	of	of	ADP
fuelectenerg-4802	255	15	fp	fp	NOUN
fuelectenerg-4802	255	16	occur	occur	VERB
fuelectenerg-4802	255	17	when	when	SCONJ
fuelectenerg-4802	255	18	certain	certain	ADJ
fuelectenerg-4802	255	19	amount	amount	NOUN
fuelectenerg-4802	255	20	of	of	ADP
fuelectenerg-4802	255	21	normal	normal	ADJ
fuelectenerg-4802	255	22	packets	packet	NOUN
fuelectenerg-4802	255	23	are	be	AUX
fuelectenerg-4802	255	24	misclassified	misclassifie	VERB
fuelectenerg-4802	255	25	as	as	ADP
fuelectenerg-4802	255	26	attack	attack	NOUN
fuelectenerg-4802	255	27	(	(	PUNCT
fuelectenerg-4802	255	28	false	false	ADJ
fuelectenerg-4802	255	29	alarm	alarm	NOUN
fuelectenerg-4802	255	30	)	)	PUNCT
fuelectenerg-4802	255	31	.	.	PUNCT
fuelectenerg-4802	256	1	tn	tn	PROPN
fuelectenerg-4802	256	2	,	,	PUNCT
fuelectenerg-4802	256	3	on	on	ADP
fuelectenerg-4802	256	4	the	the	DET
fuelectenerg-4802	256	5	other	other	ADJ
fuelectenerg-4802	256	6	hand	hand	NOUN
fuelectenerg-4802	256	7	,	,	PUNCT
fuelectenerg-4802	256	8	are	be	AUX
fuelectenerg-4802	256	9	situations	situation	NOUN
fuelectenerg-4802	256	10	where	where	SCONJ
fuelectenerg-4802	256	11	normal	normal	ADJ
fuelectenerg-4802	256	12	packets	packet	NOUN
fuelectenerg-4802	256	13	are	be	AUX
fuelectenerg-4802	256	14	correctly	correctly	ADV
fuelectenerg-4802	256	15	classified	classified	ADJ
fuelectenerg-4802	256	16	,	,	PUNCT
fuelectenerg-4802	256	17	whereas	whereas	ADV
fuelectenerg-4802	256	18	,	,	PUNCT
fuelectenerg-4802	256	19	fn	fn	NOUN
fuelectenerg-4802	256	20	are	be	AUX
fuelectenerg-4802	256	21	instances	instance	NOUN
fuelectenerg-4802	256	22	where	where	SCONJ
fuelectenerg-4802	256	23	packets	packet	NOUN
fuelectenerg-4802	256	24	are	be	AUX
fuelectenerg-4802	256	25	classified	classify	VERB
fuelectenerg-4802	256	26	as	as	ADP
fuelectenerg-4802	256	27	normal	normal	ADJ
fuelectenerg-4802	256	28	,	,	PUNCT
fuelectenerg-4802	256	29	when	when	SCONJ
fuelectenerg-4802	256	30	indeed	indeed	ADV
fuelectenerg-4802	256	31	they	they	PRON
fuelectenerg-4802	256	32	are	be	AUX
fuelectenerg-4802	256	33	attacks	attack	NOUN
fuelectenerg-4802	256	34	.	.	PUNCT
fuelectenerg-4802	257	1	recently	recently	ADV
fuelectenerg-4802	257	2	developed	develop	VERB
fuelectenerg-4802	257	3	ids	id	NOUN
fuelectenerg-4802	257	4	for	for	ADP
fuelectenerg-4802	257	5	detecting	detect	VERB
fuelectenerg-4802	257	6	attacks	attack	NOUN
fuelectenerg-4802	257	7	in	in	ADP
fuelectenerg-4802	257	8	wsn	wsn	PROPN
fuelectenerg-4802	257	9	requires	require	VERB
fuelectenerg-4802	257	10	a	a	DET
fuelectenerg-4802	257	11	relatively	relatively	ADV
fuelectenerg-4802	257	12	high	high	ADJ
fuelectenerg-4802	257	13	detection	detection	NOUN
fuelectenerg-4802	257	14	rate	rate	NOUN
fuelectenerg-4802	257	15	with	with	ADP
fuelectenerg-4802	257	16	low	low	ADJ
fuelectenerg-4802	257	17	false	false	ADJ
fuelectenerg-4802	257	18	alarm	alarm	NOUN
fuelectenerg-4802	257	19	.	.	PUNCT
fuelectenerg-4802	258	1	as	as	SCONJ
fuelectenerg-4802	258	2	discussed	discuss	VERB
fuelectenerg-4802	258	3	,	,	PUNCT
fuelectenerg-4802	258	4	in	in	ADP
fuelectenerg-4802	258	5	this	this	DET
fuelectenerg-4802	258	6	work	work	NOUN
fuelectenerg-4802	258	7	,	,	PUNCT
fuelectenerg-4802	258	8	we	we	PRON
fuelectenerg-4802	258	9	consider	consider	VERB
fuelectenerg-4802	258	10	the	the	DET
fuelectenerg-4802	258	11	classification	classification	NOUN
fuelectenerg-4802	258	12	326	326	NUM
fuelectenerg-4802	258	13	o.	o.	ADJ
fuelectenerg-4802	258	14	osanaiye	osanaiye	PROPN
fuelectenerg-4802	258	15	,	,	PUNCT
fuelectenerg-4802	258	16	o.	o.	PROPN
fuelectenerg-4802	258	17	ogundile	ogundile	PROPN
fuelectenerg-4802	258	18	,	,	PUNCT
fuelectenerg-4802	258	19	f.	f.	PROPN
fuelectenerg-4802	258	20	aina	aina	PROPN
fuelectenerg-4802	258	21	,	,	PUNCT
fuelectenerg-4802	258	22	a.	a.	PROPN
fuelectenerg-4802	258	23	periola	periola	PROPN
fuelectenerg-4802	258	24	accuracy	accuracy	NOUN
fuelectenerg-4802	258	25	,	,	PUNCT
fuelectenerg-4802	258	26	detection	detection	NOUN
fuelectenerg-4802	258	27	rate	rate	NOUN
fuelectenerg-4802	258	28	and	and	CCONJ
fuelectenerg-4802	258	29	false	false	ADJ
fuelectenerg-4802	258	30	alarm	alarm	NOUN
fuelectenerg-4802	258	31	rate	rate	NOUN
fuelectenerg-4802	258	32	of	of	ADP
fuelectenerg-4802	258	33	our	our	PRON
fuelectenerg-4802	258	34	triple	triple	ADJ
fuelectenerg-4802	258	35	-	-	PUNCT
fuelectenerg-4802	258	36	filter	filter	NOUN
fuelectenerg-4802	258	37	method	method	NOUN
fuelectenerg-4802	258	38	.	.	PUNCT
fuelectenerg-4802	259	1	we	we	PRON
fuelectenerg-4802	259	2	compare	compare	VERB
fuelectenerg-4802	259	3	these	these	DET
fuelectenerg-4802	259	4	metrics	metric	NOUN
fuelectenerg-4802	259	5	with	with	ADP
fuelectenerg-4802	259	6	the	the	DET
fuelectenerg-4802	259	7	performance	performance	NOUN
fuelectenerg-4802	259	8	of	of	ADP
fuelectenerg-4802	259	9	the	the	DET
fuelectenerg-4802	259	10	full	full	ADJ
fuelectenerg-4802	259	11	dataset	dataset	NOUN
fuelectenerg-4802	259	12	containing	contain	VERB
fuelectenerg-4802	259	13	all	all	DET
fuelectenerg-4802	259	14	the	the	DET
fuelectenerg-4802	259	15	features	feature	NOUN
fuelectenerg-4802	259	16	and	and	CCONJ
fuelectenerg-4802	259	17	each	each	PRON
fuelectenerg-4802	259	18	of	of	ADP
fuelectenerg-4802	259	19	the	the	DET
fuelectenerg-4802	259	20	filter	filter	NOUN
fuelectenerg-4802	259	21	methods	method	NOUN
fuelectenerg-4802	259	22	using	use	VERB
fuelectenerg-4802	259	23	j48	j48	PROPN
fuelectenerg-4802	259	24	classifier	classifier	NOUN
fuelectenerg-4802	259	25	.	.	PUNCT
fuelectenerg-4802	260	1	the	the	DET
fuelectenerg-4802	260	2	metrics	metric	NOUN
fuelectenerg-4802	260	3	used	use	VERB
fuelectenerg-4802	260	4	for	for	ADP
fuelectenerg-4802	260	5	comparison	comparison	NOUN
fuelectenerg-4802	260	6	are	be	AUX
fuelectenerg-4802	260	7	defined	define	VERB
fuelectenerg-4802	260	8	as	as	SCONJ
fuelectenerg-4802	260	9	follows	follow	VERB
fuelectenerg-4802	260	10	.	.	PUNCT
fuelectenerg-4802	261	1	1	1	X
fuelectenerg-4802	261	2	.	.	X
fuelectenerg-4802	261	3	classification	classification	NOUN
fuelectenerg-4802	261	4	accuracy	accuracy	NOUN
fuelectenerg-4802	261	5	:	:	PUNCT
fuelectenerg-4802	261	6	this	this	PRON
fuelectenerg-4802	261	7	is	be	AUX
fuelectenerg-4802	261	8	defined	define	VERB
fuelectenerg-4802	261	9	as	as	ADP
fuelectenerg-4802	261	10	the	the	DET
fuelectenerg-4802	261	11	ratio	ratio	NOUN
fuelectenerg-4802	261	12	of	of	ADP
fuelectenerg-4802	261	13	the	the	DET
fuelectenerg-4802	261	14	data	datum	NOUN
fuelectenerg-4802	261	15	defined	define	VERB
fuelectenerg-4802	261	16	correctly	correctly	ADV
fuelectenerg-4802	261	17	to	to	ADP
fuelectenerg-4802	261	18	that	that	PRON
fuelectenerg-4802	261	19	of	of	ADP
fuelectenerg-4802	261	20	the	the	DET
fuelectenerg-4802	261	21	entire	entire	ADJ
fuelectenerg-4802	261	22	dataset	dataset	NOUN
fuelectenerg-4802	261	23	in	in	ADP
fuelectenerg-4802	261	24	percentage	percentage	NOUN
fuelectenerg-4802	261	25	.	.	PUNCT
fuelectenerg-4802	262	1	the	the	DET
fuelectenerg-4802	262	2	accuracy	accuracy	NOUN
fuelectenerg-4802	262	3	of	of	ADP
fuelectenerg-4802	262	4	a	a	DET
fuelectenerg-4802	262	5	proposed	propose	VERB
fuelectenerg-4802	262	6	technique	technique	NOUN
fuelectenerg-4802	262	7	can	can	AUX
fuelectenerg-4802	262	8	be	be	AUX
fuelectenerg-4802	262	9	derived	derive	VERB
fuelectenerg-4802	262	10	using	use	VERB
fuelectenerg-4802	262	11	the	the	DET
fuelectenerg-4802	262	12	formula	formula	NOUN
fuelectenerg-4802	262	13	:	:	PUNCT
fuelectenerg-4802	262	14	ca=	ca=	NOUN
fuelectenerg-4802	262	15	×	×	NOUN
fuelectenerg-4802	262	16	100	100	NUM
fuelectenerg-4802	262	17	%	%	NOUN
fuelectenerg-4802	262	18	(	(	PUNCT
fuelectenerg-4802	262	19	7	7	NUM
fuelectenerg-4802	262	20	)	)	SYM
fuelectenerg-4802	262	21	2	2	NUM
fuelectenerg-4802	262	22	.	.	X
fuelectenerg-4802	262	23	detection	detection	NOUN
fuelectenerg-4802	262	24	rate	rate	NOUN
fuelectenerg-4802	262	25	:	:	PUNCT
fuelectenerg-4802	262	26	detection	detection	NOUN
fuelectenerg-4802	262	27	rates	rate	NOUN
fuelectenerg-4802	262	28	is	be	AUX
fuelectenerg-4802	262	29	usually	usually	ADV
fuelectenerg-4802	262	30	based	base	VERB
fuelectenerg-4802	262	31	on	on	ADP
fuelectenerg-4802	262	32	the	the	DET
fuelectenerg-4802	262	33	confusion	confusion	NOUN
fuelectenerg-4802	262	34	matrix	matrix	NOUN
fuelectenerg-4802	262	35	and	and	CCONJ
fuelectenerg-4802	262	36	can	can	AUX
fuelectenerg-4802	262	37	be	be	AUX
fuelectenerg-4802	262	38	determined	determine	VERB
fuelectenerg-4802	262	39	by	by	ADP
fuelectenerg-4802	262	40	using	use	VERB
fuelectenerg-4802	262	41	the	the	DET
fuelectenerg-4802	262	42	formula	formula	NOUN
fuelectenerg-4802	262	43	dr	dr	PROPN
fuelectenerg-4802	262	44	=	=	NOUN
fuelectenerg-4802	262	45	×	×	PROPN
fuelectenerg-4802	262	46	100	100	NUM
fuelectenerg-4802	262	47	%	%	NOUN
fuelectenerg-4802	262	48	.	.	PUNCT
fuelectenerg-4802	263	1	(	(	PUNCT
fuelectenerg-4802	263	2	8)	8)	NUM
fuelectenerg-4802	263	3	3	3	NUM
fuelectenerg-4802	263	4	.	.	NOUN
fuelectenerg-4802	263	5	false	false	ADJ
fuelectenerg-4802	263	6	alarm	alarm	NOUN
fuelectenerg-4802	263	7	rate	rate	NOUN
fuelectenerg-4802	263	8	:	:	PUNCT
fuelectenerg-4802	263	9	this	this	PRON
fuelectenerg-4802	263	10	is	be	AUX
fuelectenerg-4802	263	11	the	the	DET
fuelectenerg-4802	263	12	amount	amount	NOUN
fuelectenerg-4802	263	13	of	of	ADP
fuelectenerg-4802	263	14	normal	normal	ADJ
fuelectenerg-4802	263	15	data	datum	NOUN
fuelectenerg-4802	263	16	that	that	PRON
fuelectenerg-4802	263	17	are	be	AUX
fuelectenerg-4802	263	18	misclassified	misclassifie	VERB
fuelectenerg-4802	263	19	as	as	ADP
fuelectenerg-4802	263	20	attack	attack	NOUN
fuelectenerg-4802	263	21	during	during	ADP
fuelectenerg-4802	263	22	detection	detection	NOUN
fuelectenerg-4802	263	23	.	.	PUNCT
fuelectenerg-4802	264	1	the	the	DET
fuelectenerg-4802	264	2	false	false	ADJ
fuelectenerg-4802	264	3	alarm	alarm	NOUN
fuelectenerg-4802	264	4	rate	rate	NOUN
fuelectenerg-4802	264	5	can	can	AUX
fuelectenerg-4802	264	6	be	be	AUX
fuelectenerg-4802	264	7	determined	determine	VERB
fuelectenerg-4802	264	8	by	by	ADP
fuelectenerg-4802	264	9	using	use	VERB
fuelectenerg-4802	264	10	the	the	DET
fuelectenerg-4802	264	11	formula	formula	NOUN
fuelectenerg-4802	264	12	:	:	PUNCT
fuelectenerg-4802	264	13	far	far	ADV
fuelectenerg-4802	264	14	=	=	SYM
fuelectenerg-4802	264	15	×	×	NOUN
fuelectenerg-4802	264	16	100	100	NUM
fuelectenerg-4802	264	17	%	%	NOUN
fuelectenerg-4802	264	18	(	(	PUNCT
fuelectenerg-4802	264	19	9	9	NUM
fuelectenerg-4802	264	20	)	)	PUNCT
fuelectenerg-4802	264	21	table	table	NOUN
fuelectenerg-4802	264	22	3	3	NUM
fuelectenerg-4802	264	23	presents	present	VERB
fuelectenerg-4802	264	24	the	the	DET
fuelectenerg-4802	264	25	performance	performance	NOUN
fuelectenerg-4802	264	26	measure	measure	NOUN
fuelectenerg-4802	264	27	of	of	ADP
fuelectenerg-4802	264	28	our	our	PRON
fuelectenerg-4802	264	29	proposed	propose	VERB
fuelectenerg-4802	264	30	ids	ids	NOUN
fuelectenerg-4802	264	31	defence	defence	NOUN
fuelectenerg-4802	264	32	solution	solution	NOUN
fuelectenerg-4802	264	33	with	with	ADP
fuelectenerg-4802	264	34	respect	respect	NOUN
fuelectenerg-4802	264	35	to	to	ADP
fuelectenerg-4802	264	36	the	the	DET
fuelectenerg-4802	264	37	classification	classification	NOUN
fuelectenerg-4802	264	38	accuracy	accuracy	NOUN
fuelectenerg-4802	264	39	,	,	PUNCT
fuelectenerg-4802	264	40	detection	detection	NOUN
fuelectenerg-4802	264	41	rate	rate	NOUN
fuelectenerg-4802	264	42	,	,	PUNCT
fuelectenerg-4802	264	43	and	and	CCONJ
fuelectenerg-4802	264	44	false	false	ADJ
fuelectenerg-4802	264	45	alarm	alarm	NOUN
fuelectenerg-4802	264	46	rate	rate	NOUN
fuelectenerg-4802	264	47	.	.	PUNCT
fuelectenerg-4802	265	1	7	7	X
fuelectenerg-4802	265	2	.	.	X
fuelectenerg-4802	265	3	discussion	discussion	NOUN
fuelectenerg-4802	265	4	intrusion	intrusion	NOUN
fuelectenerg-4802	265	5	detection	detection	NOUN
fuelectenerg-4802	265	6	in	in	ADP
fuelectenerg-4802	265	7	wsn	wsn	PROPN
fuelectenerg-4802	265	8	during	during	ADP
fuelectenerg-4802	265	9	an	an	DET
fuelectenerg-4802	265	10	attack	attack	NOUN
fuelectenerg-4802	265	11	can	can	AUX
fuelectenerg-4802	265	12	further	far	ADV
fuelectenerg-4802	265	13	increase	increase	VERB
fuelectenerg-4802	265	14	the	the	DET
fuelectenerg-4802	265	15	complexity	complexity	NOUN
fuelectenerg-4802	265	16	and	and	CCONJ
fuelectenerg-4802	265	17	resource	resource	NOUN
fuelectenerg-4802	265	18	consumption	consumption	NOUN
fuelectenerg-4802	265	19	of	of	ADP
fuelectenerg-4802	265	20	the	the	DET
fuelectenerg-4802	265	21	sns	sns	PROPN
fuelectenerg-4802	265	22	.	.	PUNCT
fuelectenerg-4802	266	1	thus	thus	ADV
fuelectenerg-4802	266	2	,	,	PUNCT
fuelectenerg-4802	266	3	filter	filter	NOUN
fuelectenerg-4802	266	4	methods	method	NOUN
fuelectenerg-4802	266	5	for	for	ADP
fuelectenerg-4802	266	6	feature	feature	NOUN
fuelectenerg-4802	266	7	selection	selection	NOUN
fuelectenerg-4802	266	8	when	when	SCONJ
fuelectenerg-4802	266	9	compared	compare	VERB
fuelectenerg-4802	266	10	to	to	ADP
fuelectenerg-4802	266	11	wrapper	wrapper	NOUN
fuelectenerg-4802	266	12	methods	method	NOUN
fuelectenerg-4802	266	13	are	be	AUX
fuelectenerg-4802	266	14	fast	fast	ADJ
fuelectenerg-4802	266	15	and	and	CCONJ
fuelectenerg-4802	266	16	easy	easy	ADJ
fuelectenerg-4802	266	17	to	to	PART
fuelectenerg-4802	266	18	interpret	interpret	VERB
fuelectenerg-4802	266	19	.	.	PUNCT
fuelectenerg-4802	267	1	however	however	ADV
fuelectenerg-4802	267	2	,	,	PUNCT
fuelectenerg-4802	267	3	previous	previous	ADJ
fuelectenerg-4802	267	4	research	research	NOUN
fuelectenerg-4802	267	5	has	have	AUX
fuelectenerg-4802	267	6	shown	show	VERB
fuelectenerg-4802	267	7	that	that	SCONJ
fuelectenerg-4802	267	8	it	it	PRON
fuelectenerg-4802	267	9	can	can	AUX
fuelectenerg-4802	267	10	not	not	PART
fuelectenerg-4802	267	11	determine	determine	VERB
fuelectenerg-4802	267	12	features	feature	NOUN
fuelectenerg-4802	267	13	that	that	PRON
fuelectenerg-4802	267	14	are	be	AUX
fuelectenerg-4802	267	15	strong	strong	ADJ
fuelectenerg-4802	267	16	as	as	ADP
fuelectenerg-4802	267	17	a	a	DET
fuelectenerg-4802	267	18	group	group	NOUN
fuelectenerg-4802	267	19	but	but	CCONJ
fuelectenerg-4802	267	20	weak	weak	ADJ
fuelectenerg-4802	268	1	individually	individually	ADV
fuelectenerg-4802	268	2	[	[	X
fuelectenerg-4802	268	3	39	39	NUM
fuelectenerg-4802	268	4	]	]	PUNCT
fuelectenerg-4802	268	5	.	.	PUNCT
fuelectenerg-4802	269	1	we	we	PRON
fuelectenerg-4802	269	2	have	have	AUX
fuelectenerg-4802	269	3	chosen	choose	VERB
fuelectenerg-4802	269	4	to	to	PART
fuelectenerg-4802	269	5	deploy	deploy	VERB
fuelectenerg-4802	269	6	our	our	PRON
fuelectenerg-4802	269	7	proposed	propose	VERB
fuelectenerg-4802	269	8	ids	id	NOUN
fuelectenerg-4802	269	9	on	on	ADP
fuelectenerg-4802	269	10	the	the	DET
fuelectenerg-4802	269	11	cluster	cluster	NOUN
fuelectenerg-4802	269	12	heads	head	NOUN
fuelectenerg-4802	269	13	because	because	SCONJ
fuelectenerg-4802	269	14	we	we	PRON
fuelectenerg-4802	269	15	assume	assume	VERB
fuelectenerg-4802	269	16	that	that	SCONJ
fuelectenerg-4802	269	17	the	the	DET
fuelectenerg-4802	269	18	cluster	cluster	NOUN
fuelectenerg-4802	269	19	heads	head	NOUN
fuelectenerg-4802	269	20	have	have	VERB
fuelectenerg-4802	269	21	better	well	ADJ
fuelectenerg-4802	269	22	battery	battery	NOUN
fuelectenerg-4802	269	23	life	life	NOUN
fuelectenerg-4802	269	24	with	with	ADP
fuelectenerg-4802	269	25	a	a	DET
fuelectenerg-4802	269	26	higher	high	ADJ
fuelectenerg-4802	269	27	software	software	NOUN
fuelectenerg-4802	269	28	and	and	CCONJ
fuelectenerg-4802	269	29	hardware	hardware	NOUN
fuelectenerg-4802	269	30	capability	capability	NOUN
fuelectenerg-4802	269	31	as	as	SCONJ
fuelectenerg-4802	269	32	compared	compare	VERB
fuelectenerg-4802	269	33	to	to	ADP
fuelectenerg-4802	269	34	the	the	DET
fuelectenerg-4802	269	35	other	other	ADJ
fuelectenerg-4802	269	36	nodes	node	NOUN
fuelectenerg-4802	269	37	.	.	PUNCT
fuelectenerg-4802	270	1	fig	fig	NOUN
fuelectenerg-4802	270	2	.	.	PUNCT
fuelectenerg-4802	271	1	3	3	NUM
fuelectenerg-4802	271	2	shows	show	VERB
fuelectenerg-4802	271	3	the	the	DET
fuelectenerg-4802	271	4	classification	classification	NOUN
fuelectenerg-4802	271	5	accuracy	accuracy	NOUN
fuelectenerg-4802	271	6	across	across	ADP
fuelectenerg-4802	271	7	different	different	ADJ
fuelectenerg-4802	271	8	filter	filter	NOUN
fuelectenerg-4802	271	9	feature	feature	NOUN
fuelectenerg-4802	271	10	selection	selection	NOUN
fuelectenerg-4802	271	11	methods	method	NOUN
fuelectenerg-4802	271	12	and	and	CCONJ
fuelectenerg-4802	271	13	our	our	PRON
fuelectenerg-4802	271	14	triple	triple	ADJ
fuelectenerg-4802	271	15	-	-	PUNCT
fuelectenerg-4802	271	16	filter	filter	NOUN
fuelectenerg-4802	271	17	method	method	NOUN
fuelectenerg-4802	271	18	.	.	PUNCT
fuelectenerg-4802	272	1	fig	fig	NOUN
fuelectenerg-4802	272	2	.	.	PUNCT
fuelectenerg-4802	273	1	3	3	NUM
fuelectenerg-4802	273	2	classification	classification	NOUN
fuelectenerg-4802	273	3	accuracy	accuracy	NOUN
fuelectenerg-4802	273	4	for	for	ADP
fuelectenerg-4802	273	5	different	different	ADJ
fuelectenerg-4802	273	6	filter	filter	NOUN
fuelectenerg-4802	273	7	methods	method	NOUN
fuelectenerg-4802	273	8	98.60	98.60	NUM
fuelectenerg-4802	273	9	%	%	NOUN
fuelectenerg-4802	273	10	98.80	98.80	NUM
fuelectenerg-4802	273	11	%	%	NOUN
fuelectenerg-4802	273	12	99.00	99.00	NUM
fuelectenerg-4802	273	13	%	%	NOUN
fuelectenerg-4802	273	14	99.20	99.20	NUM
fuelectenerg-4802	273	15	%	%	NOUN
fuelectenerg-4802	273	16	99.40	99.40	NUM
fuelectenerg-4802	273	17	%	%	NOUN
fuelectenerg-4802	273	18	99.60	99.60	NUM
fuelectenerg-4802	273	19	%	%	NOUN
fuelectenerg-4802	273	20	99.80	99.80	NUM
fuelectenerg-4802	273	21	%	%	NOUN
fuelectenerg-4802	273	22	accuracy	accuracy	NOUN
fuelectenerg-4802	273	23	full	full	ADJ
fuelectenerg-4802	273	24	set	set	NOUN
fuelectenerg-4802	273	25	gain	gain	NOUN
fuelectenerg-4802	273	26	ratio	ratio	NOUN
fuelectenerg-4802	273	27	chi	chi	ADJ
fuelectenerg-4802	273	28	-	-	PUNCT
fuelectenerg-4802	273	29	squared	square	VERB
fuelectenerg-4802	273	30	relieff	relieff	NOUN
fuelectenerg-4802	273	31	triple	triple	ADJ
fuelectenerg-4802	273	32	-	-	PUNCT
fuelectenerg-4802	273	33	filter	filter	NOUN
fuelectenerg-4802	273	34	feature	feature	NOUN
fuelectenerg-4802	273	35	selection	selection	NOUN
fuelectenerg-4802	273	36	for	for	ADP
fuelectenerg-4802	273	37	intrusion	intrusion	NOUN
fuelectenerg-4802	273	38	detection	detection	NOUN
fuelectenerg-4802	273	39	system	system	NOUN
fuelectenerg-4802	273	40	in	in	ADP
fuelectenerg-4802	273	41	a	a	DET
fuelectenerg-4802	273	42	cluster	cluster	NOUN
fuelectenerg-4802	273	43	-	-	PUNCT
fuelectenerg-4802	273	44	based	base	VERB
fuelectenerg-4802	273	45	heterogeneous	heterogeneous	ADJ
fuelectenerg-4802	273	46	wireless	wireless	ADJ
fuelectenerg-4802	273	47	sensor	sensor	NOUN
fuelectenerg-4802	273	48	network	network	NOUN
fuelectenerg-4802	273	49	327	327	NUM
fuelectenerg-4802	273	50	as	as	SCONJ
fuelectenerg-4802	273	51	shown	show	VERB
fuelectenerg-4802	273	52	in	in	ADP
fuelectenerg-4802	273	53	fig	fig	NOUN
fuelectenerg-4802	273	54	.	.	PUNCT
fuelectenerg-4802	274	1	3	3	NUM
fuelectenerg-4802	274	2	and	and	CCONJ
fuelectenerg-4802	274	3	table	table	NOUN
fuelectenerg-4802	274	4	3	3	NUM
fuelectenerg-4802	274	5	,	,	PUNCT
fuelectenerg-4802	274	6	our	our	PRON
fuelectenerg-4802	274	7	proposed	propose	VERB
fuelectenerg-4802	274	8	method	method	NOUN
fuelectenerg-4802	274	9	exhibits	exhibit	VERB
fuelectenerg-4802	274	10	the	the	DET
fuelectenerg-4802	274	11	best	good	ADJ
fuelectenerg-4802	274	12	accuracy	accuracy	NOUN
fuelectenerg-4802	274	13	performance	performance	NOUN
fuelectenerg-4802	274	14	.	.	PUNCT
fuelectenerg-4802	275	1	it	it	PRON
fuelectenerg-4802	275	2	presents	present	VERB
fuelectenerg-4802	275	3	a	a	DET
fuelectenerg-4802	275	4	slight	slight	ADJ
fuelectenerg-4802	275	5	improvement	improvement	NOUN
fuelectenerg-4802	275	6	of	of	ADP
fuelectenerg-4802	275	7	0.01	0.01	NUM
fuelectenerg-4802	275	8	%	%	NOUN
fuelectenerg-4802	275	9	as	as	ADP
fuelectenerg-4802	275	10	compared	compare	VERB
fuelectenerg-4802	275	11	to	to	ADP
fuelectenerg-4802	275	12	chi	chi	ADJ
fuelectenerg-4802	275	13	-	-	PUNCT
fuelectenerg-4802	275	14	squared	square	VERB
fuelectenerg-4802	275	15	filter	filter	NOUN
fuelectenerg-4802	275	16	method	method	NOUN
fuelectenerg-4802	275	17	which	which	PRON
fuelectenerg-4802	275	18	gives	give	VERB
fuelectenerg-4802	275	19	the	the	DET
fuelectenerg-4802	275	20	second	second	ADJ
fuelectenerg-4802	275	21	best	good	ADJ
fuelectenerg-4802	275	22	accuracy	accuracy	NOUN
fuelectenerg-4802	275	23	performance	performance	NOUN
fuelectenerg-4802	275	24	.	.	PUNCT
fuelectenerg-4802	276	1	in	in	ADP
fuelectenerg-4802	276	2	fig	fig	NOUN
fuelectenerg-4802	276	3	,	,	PUNCT
fuelectenerg-4802	276	4	4	4	NUM
fuelectenerg-4802	276	5	,	,	PUNCT
fuelectenerg-4802	276	6	the	the	DET
fuelectenerg-4802	276	7	detection	detection	NOUN
fuelectenerg-4802	276	8	rate	rate	NOUN
fuelectenerg-4802	276	9	across	across	ADP
fuelectenerg-4802	276	10	the	the	DET
fuelectenerg-4802	276	11	different	different	ADJ
fuelectenerg-4802	276	12	filter	filter	NOUN
fuelectenerg-4802	276	13	methods	method	NOUN
fuelectenerg-4802	276	14	and	and	CCONJ
fuelectenerg-4802	276	15	our	our	PRON
fuelectenerg-4802	276	16	proposed	propose	VERB
fuelectenerg-4802	276	17	triple	triple	ADJ
fuelectenerg-4802	276	18	-	-	PUNCT
fuelectenerg-4802	276	19	filter	filter	NOUN
fuelectenerg-4802	276	20	is	be	AUX
fuelectenerg-4802	276	21	presented	present	VERB
fuelectenerg-4802	276	22	.	.	PUNCT
fuelectenerg-4802	277	1	the	the	DET
fuelectenerg-4802	277	2	result	result	NOUN
fuelectenerg-4802	277	3	shows	show	VERB
fuelectenerg-4802	277	4	that	that	SCONJ
fuelectenerg-4802	277	5	our	our	PRON
fuelectenerg-4802	277	6	proposed	propose	VERB
fuelectenerg-4802	277	7	filter	filter	NOUN
fuelectenerg-4802	277	8	method	method	NOUN
fuelectenerg-4802	277	9	with	with	ADP
fuelectenerg-4802	277	10	14	14	NUM
fuelectenerg-4802	277	11	selected	select	VERB
fuelectenerg-4802	277	12	features	feature	NOUN
fuelectenerg-4802	277	13	offers	offer	VERB
fuelectenerg-4802	277	14	the	the	DET
fuelectenerg-4802	277	15	best	good	ADJ
fuelectenerg-4802	277	16	detection	detection	NOUN
fuelectenerg-4802	277	17	rate	rate	NOUN
fuelectenerg-4802	277	18	in	in	ADP
fuelectenerg-4802	277	19	comparison	comparison	NOUN
fuelectenerg-4802	277	20	with	with	ADP
fuelectenerg-4802	277	21	the	the	DET
fuelectenerg-4802	277	22	other	other	ADJ
fuelectenerg-4802	277	23	filter	filter	NOUN
fuelectenerg-4802	277	24	methods	method	NOUN
fuelectenerg-4802	277	25	.	.	PUNCT
fuelectenerg-4802	278	1	as	as	SCONJ
fuelectenerg-4802	278	2	shown	show	VERB
fuelectenerg-4802	278	3	in	in	ADP
fuelectenerg-4802	278	4	table	table	NOUN
fuelectenerg-4802	278	5	3	3	NUM
fuelectenerg-4802	278	6	and	and	CCONJ
fuelectenerg-4802	278	7	fig	fig	NOUN
fuelectenerg-4802	278	8	.	.	PUNCT
fuelectenerg-4802	279	1	4	4	NUM
fuelectenerg-4802	279	2	,	,	PUNCT
fuelectenerg-4802	279	3	the	the	DET
fuelectenerg-4802	279	4	triple	triple	ADJ
fuelectenerg-4802	279	5	-	-	PUNCT
fuelectenerg-4802	279	6	filter	filter	NOUN
fuelectenerg-4802	279	7	method	method	NOUN
fuelectenerg-4802	279	8	offer	offer	VERB
fuelectenerg-4802	279	9	a	a	DET
fuelectenerg-4802	279	10	slight	slight	ADJ
fuelectenerg-4802	279	11	increase	increase	NOUN
fuelectenerg-4802	279	12	in	in	ADP
fuelectenerg-4802	279	13	detection	detection	NOUN
fuelectenerg-4802	279	14	rate	rate	NOUN
fuelectenerg-4802	279	15	of	of	ADP
fuelectenerg-4802	279	16	0.02	0.02	NUM
fuelectenerg-4802	279	17	%	%	NOUN
fuelectenerg-4802	279	18	when	when	SCONJ
fuelectenerg-4802	279	19	compared	compare	VERB
fuelectenerg-4802	279	20	with	with	ADP
fuelectenerg-4802	279	21	the	the	DET
fuelectenerg-4802	279	22	next	next	ADJ
fuelectenerg-4802	279	23	best	good	ADJ
fuelectenerg-4802	279	24	filter	filter	NOUN
fuelectenerg-4802	279	25	feature	feature	NOUN
fuelectenerg-4802	279	26	selection	selection	NOUN
fuelectenerg-4802	279	27	method	method	NOUN
fuelectenerg-4802	279	28	.	.	PUNCT
fuelectenerg-4802	280	1	fig	fig	NOUN
fuelectenerg-4802	280	2	.	.	PUNCT
fuelectenerg-4802	281	1	4	4	NUM
fuelectenerg-4802	281	2	detection	detection	NOUN
fuelectenerg-4802	281	3	rate	rate	NOUN
fuelectenerg-4802	281	4	for	for	ADP
fuelectenerg-4802	281	5	different	different	ADJ
fuelectenerg-4802	281	6	filter	filter	NOUN
fuelectenerg-4802	281	7	methods	method	NOUN
fuelectenerg-4802	281	8	for	for	ADP
fuelectenerg-4802	281	9	the	the	DET
fuelectenerg-4802	281	10	false	false	ADJ
fuelectenerg-4802	281	11	alarm	alarm	NOUN
fuelectenerg-4802	281	12	rate	rate	NOUN
fuelectenerg-4802	281	13	,	,	PUNCT
fuelectenerg-4802	281	14	relieff	relieff	PROPN
fuelectenerg-4802	281	15	presents	present	VERB
fuelectenerg-4802	281	16	the	the	DET
fuelectenerg-4802	281	17	worst	bad	ADJ
fuelectenerg-4802	281	18	result	result	NOUN
fuelectenerg-4802	281	19	of	of	ADP
fuelectenerg-4802	281	20	0.87	0.87	NUM
fuelectenerg-4802	281	21	%	%	NOUN
fuelectenerg-4802	281	22	while	while	SCONJ
fuelectenerg-4802	281	23	the	the	DET
fuelectenerg-4802	281	24	full	full	ADJ
fuelectenerg-4802	281	25	dataset	dataset	NOUN
fuelectenerg-4802	281	26	(	(	PUNCT
fuelectenerg-4802	281	27	with	with	ADP
fuelectenerg-4802	281	28	the	the	DET
fuelectenerg-4802	281	29	entire	entire	ADJ
fuelectenerg-4802	281	30	features	feature	NOUN
fuelectenerg-4802	281	31	)	)	PUNCT
fuelectenerg-4802	281	32	showcase	showcase	VERB
fuelectenerg-4802	281	33	the	the	DET
fuelectenerg-4802	281	34	best	good	ADJ
fuelectenerg-4802	281	35	performance	performance	NOUN
fuelectenerg-4802	281	36	,	,	PUNCT
fuelectenerg-4802	281	37	0.38	0.38	NUM
fuelectenerg-4802	281	38	%	%	NOUN
fuelectenerg-4802	281	39	.	.	PUNCT
fuelectenerg-4802	282	1	our	our	PRON
fuelectenerg-4802	282	2	proposed	propose	VERB
fuelectenerg-4802	282	3	method	method	NOUN
fuelectenerg-4802	282	4	presents	present	VERB
fuelectenerg-4802	282	5	a	a	DET
fuelectenerg-4802	282	6	false	false	ADJ
fuelectenerg-4802	282	7	alarm	alarm	NOUN
fuelectenerg-4802	282	8	rate	rate	NOUN
fuelectenerg-4802	282	9	of	of	ADP
fuelectenerg-4802	282	10	0.42	0.42	NUM
fuelectenerg-4802	282	11	%	%	NOUN
fuelectenerg-4802	282	12	as	as	SCONJ
fuelectenerg-4802	282	13	shown	show	VERB
fuelectenerg-4802	282	14	in	in	ADP
fuelectenerg-4802	282	15	fig	fig	NOUN
fuelectenerg-4802	282	16	5	5	NUM
fuelectenerg-4802	282	17	.	.	PUNCT
fuelectenerg-4802	283	1	although	although	SCONJ
fuelectenerg-4802	283	2	,	,	PUNCT
fuelectenerg-4802	283	3	our	our	PRON
fuelectenerg-4802	283	4	proposed	propose	VERB
fuelectenerg-4802	283	5	triple	triple	ADJ
fuelectenerg-4802	283	6	-	-	PUNCT
fuelectenerg-4802	283	7	filter	filter	NOUN
fuelectenerg-4802	283	8	method	method	NOUN
fuelectenerg-4802	283	9	do	do	AUX
fuelectenerg-4802	283	10	not	not	PART
fuelectenerg-4802	283	11	offer	offer	VERB
fuelectenerg-4802	283	12	the	the	DET
fuelectenerg-4802	283	13	best	well	ADV
fuelectenerg-4802	283	14	false	false	ADJ
fuelectenerg-4802	283	15	alarm	alarm	NOUN
fuelectenerg-4802	283	16	rate	rate	NOUN
fuelectenerg-4802	283	17	,	,	PUNCT
fuelectenerg-4802	283	18	it	it	PRON
fuelectenerg-4802	283	19	is	be	AUX
fuelectenerg-4802	283	20	still	still	ADV
fuelectenerg-4802	283	21	suitable	suitable	ADJ
fuelectenerg-4802	283	22	in	in	ADP
fuelectenerg-4802	283	23	real	real	ADJ
fuelectenerg-4802	283	24	-	-	PUNCT
fuelectenerg-4802	283	25	time	time	NOUN
fuelectenerg-4802	283	26	wsns	wsns	NOUN
fuelectenerg-4802	283	27	because	because	SCONJ
fuelectenerg-4802	283	28	it	it	PRON
fuelectenerg-4802	283	29	offer	offer	VERB
fuelectenerg-4802	283	30	good	good	ADJ
fuelectenerg-4802	283	31	classification	classification	NOUN
fuelectenerg-4802	283	32	accuracy	accuracy	NOUN
fuelectenerg-4802	283	33	and	and	CCONJ
fuelectenerg-4802	283	34	detection	detection	NOUN
fuelectenerg-4802	283	35	rate	rate	NOUN
fuelectenerg-4802	283	36	at	at	ADP
fuelectenerg-4802	283	37	a	a	DET
fuelectenerg-4802	283	38	reduced	reduced	ADJ
fuelectenerg-4802	283	39	complexity	complexity	NOUN
fuelectenerg-4802	283	40	.	.	PUNCT
fuelectenerg-4802	284	1	note	note	VERB
fuelectenerg-4802	284	2	that	that	SCONJ
fuelectenerg-4802	284	3	a	a	DET
fuelectenerg-4802	284	4	lightweight	lightweight	ADJ
fuelectenerg-4802	284	5	ids	ids	NOUN
fuelectenerg-4802	284	6	is	be	AUX
fuelectenerg-4802	284	7	an	an	DET
fuelectenerg-4802	284	8	important	important	ADJ
fuelectenerg-4802	284	9	requirement	requirement	NOUN
fuelectenerg-4802	284	10	in	in	ADP
fuelectenerg-4802	284	11	order	order	NOUN
fuelectenerg-4802	284	12	to	to	PART
fuelectenerg-4802	284	13	prolong	prolong	VERB
fuelectenerg-4802	284	14	the	the	DET
fuelectenerg-4802	284	15	lifetime	lifetime	NOUN
fuelectenerg-4802	284	16	and	and	CCONJ
fuelectenerg-4802	284	17	functionality	functionality	NOUN
fuelectenerg-4802	284	18	of	of	ADP
fuelectenerg-4802	284	19	sensor	sensor	NOUN
fuelectenerg-4802	284	20	networks	network	NOUN
fuelectenerg-4802	284	21	.	.	PUNCT
fuelectenerg-4802	285	1	fig	fig	NOUN
fuelectenerg-4802	285	2	.	.	PUNCT
fuelectenerg-4802	286	1	5	5	NUM
fuelectenerg-4802	286	2	false	false	ADJ
fuelectenerg-4802	286	3	alarm	alarm	NOUN
fuelectenerg-4802	286	4	rate	rate	NOUN
fuelectenerg-4802	286	5	for	for	ADP
fuelectenerg-4802	286	6	different	different	ADJ
fuelectenerg-4802	286	7	filter	filter	NOUN
fuelectenerg-4802	286	8	methods	method	NOUN
fuelectenerg-4802	286	9	98.60	98.60	NUM
fuelectenerg-4802	286	10	%	%	NOUN
fuelectenerg-4802	286	11	98.80	98.80	NUM
fuelectenerg-4802	286	12	%	%	NOUN
fuelectenerg-4802	286	13	99.00	99.00	NUM
fuelectenerg-4802	286	14	%	%	NOUN
fuelectenerg-4802	286	15	99.20	99.20	NUM
fuelectenerg-4802	286	16	%	%	NOUN
fuelectenerg-4802	286	17	99.40	99.40	NUM
fuelectenerg-4802	286	18	%	%	NOUN
fuelectenerg-4802	286	19	99.60	99.60	NUM
fuelectenerg-4802	286	20	%	%	NOUN
fuelectenerg-4802	286	21	99.80	99.80	NUM
fuelectenerg-4802	286	22	%	%	NOUN
fuelectenerg-4802	286	23	100.00	100.00	NUM
fuelectenerg-4802	286	24	%	%	NOUN
fuelectenerg-4802	286	25	detection	detection	NOUN
fuelectenerg-4802	286	26	rate	rate	NOUN
fuelectenerg-4802	286	27	full	full	ADJ
fuelectenerg-4802	286	28	set	set	NOUN
fuelectenerg-4802	286	29	gain	gain	NOUN
fuelectenerg-4802	286	30	ratio	ratio	NOUN
fuelectenerg-4802	286	31	chi	chi	ADJ
fuelectenerg-4802	286	32	-	-	PUNCT
fuelectenerg-4802	286	33	squared	square	VERB
fuelectenerg-4802	286	34	relieff	relieff	NOUN
fuelectenerg-4802	286	35	triple	triple	ADJ
fuelectenerg-4802	286	36	-	-	PUNCT
fuelectenerg-4802	286	37	filter	filter	NOUN
fuelectenerg-4802	286	38	0.00	0.00	NUM
fuelectenerg-4802	286	39	%	%	NOUN
fuelectenerg-4802	286	40	0.20	0.20	NUM
fuelectenerg-4802	286	41	%	%	NOUN
fuelectenerg-4802	286	42	0.40	0.40	NUM
fuelectenerg-4802	286	43	%	%	NOUN
fuelectenerg-4802	286	44	0.60	0.60	NUM
fuelectenerg-4802	286	45	%	%	NOUN
fuelectenerg-4802	286	46	0.80	0.80	NUM
fuelectenerg-4802	286	47	%	%	NOUN
fuelectenerg-4802	286	48	1.00	1.00	NUM
fuelectenerg-4802	286	49	%	%	NOUN
fuelectenerg-4802	286	50	false	false	ADJ
fuelectenerg-4802	286	51	alarm	alarm	NOUN
fuelectenerg-4802	286	52	rate	rate	NOUN
fuelectenerg-4802	286	53	full	full	ADJ
fuelectenerg-4802	286	54	set	set	NOUN
fuelectenerg-4802	286	55	gain	gain	NOUN
fuelectenerg-4802	286	56	ratio	ratio	NOUN
fuelectenerg-4802	286	57	chi	chi	ADJ
fuelectenerg-4802	286	58	-	-	PUNCT
fuelectenerg-4802	286	59	squared	square	VERB
fuelectenerg-4802	286	60	relieff	relieff	NOUN
fuelectenerg-4802	286	61	triple	triple	ADJ
fuelectenerg-4802	286	62	-	-	PUNCT
fuelectenerg-4802	286	63	filter	filter	NOUN
fuelectenerg-4802	286	64	328	328	NUM
fuelectenerg-4802	286	65	o.	o.	NOUN
fuelectenerg-4802	286	66	osanaiye	osanaiye	PROPN
fuelectenerg-4802	286	67	,	,	PUNCT
fuelectenerg-4802	286	68	o.	o.	PROPN
fuelectenerg-4802	286	69	ogundile	ogundile	PROPN
fuelectenerg-4802	286	70	,	,	PUNCT
fuelectenerg-4802	286	71	f.	f.	PROPN
fuelectenerg-4802	286	72	aina	aina	PROPN
fuelectenerg-4802	286	73	,	,	PUNCT
fuelectenerg-4802	286	74	a.	a.	PROPN
fuelectenerg-4802	286	75	periola	periola	PROPN
fuelectenerg-4802	286	76	table	table	NOUN
fuelectenerg-4802	286	77	3	3	NUM
fuelectenerg-4802	286	78	performance	performance	NOUN
fuelectenerg-4802	286	79	comparison	comparison	NOUN
fuelectenerg-4802	286	80	of	of	ADP
fuelectenerg-4802	286	81	the	the	DET
fuelectenerg-4802	286	82	triple	triple	ADJ
fuelectenerg-4802	286	83	-	-	PUNCT
fuelectenerg-4802	286	84	filter	filter	NOUN
fuelectenerg-4802	286	85	with	with	ADP
fuelectenerg-4802	286	86	full	full	ADJ
fuelectenerg-4802	286	87	dataset	dataset	NOUN
fuelectenerg-4802	286	88	,	,	PUNCT
fuelectenerg-4802	286	89	gain	gain	VERB
fuelectenerg-4802	286	90	ratio	ratio	NOUN
fuelectenerg-4802	286	91	,	,	PUNCT
fuelectenerg-4802	286	92	chi	chi	ADJ
fuelectenerg-4802	286	93	-	-	PUNCT
fuelectenerg-4802	286	94	square	square	ADJ
fuelectenerg-4802	286	95	and	and	CCONJ
fuelectenerg-4802	286	96	relieff	relieff	NOUN
fuelectenerg-4802	286	97	filter	filter	NOUN
fuelectenerg-4802	286	98	methods	method	NOUN
fuelectenerg-4802	286	99	no	no	PROPN
fuelectenerg-4802	286	100	of	of	ADP
fuelectenerg-4802	286	101	features	feature	NOUN
fuelectenerg-4802	286	102	accuracy	accuracy	NOUN
fuelectenerg-4802	286	103	detection	detection	NOUN
fuelectenerg-4802	286	104	rate	rate	VERB
fuelectenerg-4802	286	105	false	false	ADJ
fuelectenerg-4802	286	106	alarm	alarm	NOUN
fuelectenerg-4802	286	107	rate	rate	NOUN
fuelectenerg-4802	286	108	full	full	ADJ
fuelectenerg-4802	286	109	set	set	VERB
fuelectenerg-4802	286	110	41	41	NUM
fuelectenerg-4802	286	111	99.56	99.56	NUM
fuelectenerg-4802	286	112	%	%	NOUN
fuelectenerg-4802	286	113	99.49	99.49	NUM
fuelectenerg-4802	286	114	%	%	NOUN
fuelectenerg-4802	286	115	0.38	0.38	NUM
fuelectenerg-4802	286	116	%	%	NOUN
fuelectenerg-4802	286	117	gain	gain	NOUN
fuelectenerg-4802	286	118	ratio	ratio	NOUN
fuelectenerg-4802	286	119	14	14	NUM
fuelectenerg-4802	286	120	99.60	99.60	NUM
fuelectenerg-4802	286	121	%	%	NOUN
fuelectenerg-4802	286	122	99.68	99.68	NUM
fuelectenerg-4802	286	123	%	%	NOUN
fuelectenerg-4802	286	124	0.47	0.47	NUM
fuelectenerg-4802	286	125	%	%	NOUN
fuelectenerg-4802	286	126	chi	chi	NOUN
fuelectenerg-4802	286	127	-	-	PUNCT
fuelectenerg-4802	286	128	squared	square	VERB
fuelectenerg-4802	286	129	14	14	NUM
fuelectenerg-4802	286	130	99.66	99.66	NUM
fuelectenerg-4802	286	131	%	%	NOUN
fuelectenerg-4802	286	132	99.74	99.74	NUM
fuelectenerg-4802	286	133	%	%	NOUN
fuelectenerg-4802	286	134	0.41	0.41	NUM
fuelectenerg-4802	286	135	%	%	NOUN
fuelectenerg-4802	286	136	relieff	relieff	NOUN
fuelectenerg-4802	286	137	14	14	NUM
fuelectenerg-4802	286	138	99.08	99.08	NUM
fuelectenerg-4802	286	139	%	%	NOUN
fuelectenerg-4802	286	140	99.02	99.02	NUM
fuelectenerg-4802	286	141	%	%	NOUN
fuelectenerg-4802	286	142	0.87	0.87	NUM
fuelectenerg-4802	286	143	%	%	NOUN
fuelectenerg-4802	286	144	triple	triple	ADJ
fuelectenerg-4802	286	145	-	-	PUNCT
fuelectenerg-4802	286	146	filter	filter	NOUN
fuelectenerg-4802	286	147	14	14	NUM
fuelectenerg-4802	286	148	99.67	99.67	NUM
fuelectenerg-4802	286	149	%	%	NOUN
fuelectenerg-4802	286	150	99.76	99.76	NUM
fuelectenerg-4802	286	151	%	%	NOUN
fuelectenerg-4802	286	152	0.42	0.42	NUM
fuelectenerg-4802	286	153	%	%	NOUN
fuelectenerg-4802	286	154	finally	finally	ADV
fuelectenerg-4802	286	155	,	,	PUNCT
fuelectenerg-4802	286	156	we	we	PRON
fuelectenerg-4802	286	157	compared	compare	VERB
fuelectenerg-4802	286	158	the	the	DET
fuelectenerg-4802	286	159	triple	triple	ADJ
fuelectenerg-4802	286	160	-	-	PUNCT
fuelectenerg-4802	286	161	filter	filter	NOUN
fuelectenerg-4802	286	162	method	method	NOUN
fuelectenerg-4802	286	163	with	with	ADP
fuelectenerg-4802	286	164	a	a	DET
fuelectenerg-4802	286	165	similar	similar	ADJ
fuelectenerg-4802	286	166	work	work	NOUN
fuelectenerg-4802	286	167	in	in	ADP
fuelectenerg-4802	286	168	[	[	X
fuelectenerg-4802	286	169	10	10	NUM
fuelectenerg-4802	286	170	]	]	PUNCT
fuelectenerg-4802	286	171	.	.	PUNCT
fuelectenerg-4802	287	1	table	table	NOUN
fuelectenerg-4802	287	2	4	4	NUM
fuelectenerg-4802	287	3	presents	present	VERB
fuelectenerg-4802	287	4	the	the	DET
fuelectenerg-4802	287	5	performance	performance	NOUN
fuelectenerg-4802	287	6	comparison	comparison	NOUN
fuelectenerg-4802	287	7	of	of	ADP
fuelectenerg-4802	287	8	the	the	DET
fuelectenerg-4802	287	9	proposed	propose	VERB
fuelectenerg-4802	287	10	triple	triple	ADJ
fuelectenerg-4802	287	11	-	-	PUNCT
fuelectenerg-4802	287	12	filter	filter	NOUN
fuelectenerg-4802	287	13	method	method	NOUN
fuelectenerg-4802	287	14	with	with	ADP
fuelectenerg-4802	287	15	the	the	DET
fuelectenerg-4802	287	16	work	work	NOUN
fuelectenerg-4802	287	17	in	in	ADP
fuelectenerg-4802	287	18	[	[	X
fuelectenerg-4802	287	19	10	10	NUM
fuelectenerg-4802	287	20	]	]	PUNCT
fuelectenerg-4802	287	21	.	.	PUNCT
fuelectenerg-4802	288	1	table	table	NOUN
fuelectenerg-4802	288	2	4	4	NUM
fuelectenerg-4802	288	3	performance	performance	NOUN
fuelectenerg-4802	288	4	comparison	comparison	NOUN
fuelectenerg-4802	288	5	of	of	ADP
fuelectenerg-4802	288	6	the	the	DET
fuelectenerg-4802	288	7	triple	triple	ADJ
fuelectenerg-4802	288	8	-	-	PUNCT
fuelectenerg-4802	288	9	filter	filter	NOUN
fuelectenerg-4802	288	10	with	with	ADP
fuelectenerg-4802	288	11	the	the	DET
fuelectenerg-4802	288	12	work	work	NOUN
fuelectenerg-4802	288	13	in	in	ADP
fuelectenerg-4802	288	14	[	[	X
fuelectenerg-4802	288	15	10	10	NUM
fuelectenerg-4802	288	16	]	]	PUNCT
fuelectenerg-4802	288	17	filter	filter	NOUN
fuelectenerg-4802	288	18	method	method	NOUN
fuelectenerg-4802	288	19	classifier	classifier	NOUN
fuelectenerg-4802	288	20	no	no	PROPN
fuelectenerg-4802	288	21	of	of	ADP
fuelectenerg-4802	288	22	features	feature	NOUN
fuelectenerg-4802	288	23	accuracy	accuracy	NOUN
fuelectenerg-4802	288	24	detection	detection	NOUN
fuelectenerg-4802	288	25	rate	rate	VERB
fuelectenerg-4802	288	26	false	false	ADJ
fuelectenerg-4802	288	27	alarm	alarm	NOUN
fuelectenerg-4802	288	28	rate	rate	NOUN
fuelectenerg-4802	288	29	svm	svm	PROPN
fuelectenerg-4802	288	30	-	-	ADJ
fuelectenerg-4802	288	31	rfe	rfe	NOUN
fuelectenerg-4802	288	32	[	[	X
fuelectenerg-4802	288	33	32	32	NUM
fuelectenerg-4802	288	34	]	]	PUNCT
fuelectenerg-4802	288	35	bpn	bpn	VERB
fuelectenerg-4802	288	36	24	24	NUM
fuelectenerg-4802	288	37	99.75	99.75	NUM
fuelectenerg-4802	288	38	%	%	NOUN
fuelectenerg-4802	288	39	95.13	95.13	NUM
fuelectenerg-4802	288	40	%	%	NOUN
fuelectenerg-4802	288	41	2.06	2.06	NUM
fuelectenerg-4802	288	42	%	%	NOUN
fuelectenerg-4802	288	43	triple	triple	ADJ
fuelectenerg-4802	288	44	-	-	PUNCT
fuelectenerg-4802	288	45	filter	filter	NOUN
fuelectenerg-4802	288	46	j48	j48	NOUN
fuelectenerg-4802	288	47	14	14	NUM
fuelectenerg-4802	288	48	99.67	99.67	NUM
fuelectenerg-4802	288	49	%	%	NOUN
fuelectenerg-4802	288	50	99.67	99.67	NUM
fuelectenerg-4802	288	51	%	%	NOUN
fuelectenerg-4802	288	52	0.42	0.42	NUM
fuelectenerg-4802	288	53	%	%	NOUN
fuelectenerg-4802	288	54	as	as	SCONJ
fuelectenerg-4802	288	55	presented	present	VERB
fuelectenerg-4802	288	56	in	in	ADP
fuelectenerg-4802	288	57	table	table	NOUN
fuelectenerg-4802	288	58	4	4	NUM
fuelectenerg-4802	288	59	,	,	PUNCT
fuelectenerg-4802	288	60	the	the	DET
fuelectenerg-4802	288	61	triple	triple	ADJ
fuelectenerg-4802	288	62	-	-	PUNCT
fuelectenerg-4802	288	63	filter	filter	NOUN
fuelectenerg-4802	288	64	feature	feature	NOUN
fuelectenerg-4802	288	65	selection	selection	NOUN
fuelectenerg-4802	288	66	,	,	PUNCT
fuelectenerg-4802	288	67	with	with	ADP
fuelectenerg-4802	288	68	14	14	NUM
fuelectenerg-4802	288	69	features	feature	NOUN
fuelectenerg-4802	288	70	,	,	PUNCT
fuelectenerg-4802	288	71	present	present	VERB
fuelectenerg-4802	288	72	an	an	DET
fuelectenerg-4802	288	73	improvement	improvement	NOUN
fuelectenerg-4802	288	74	in	in	ADP
fuelectenerg-4802	288	75	the	the	DET
fuelectenerg-4802	288	76	detection	detection	NOUN
fuelectenerg-4802	288	77	rate	rate	NOUN
fuelectenerg-4802	288	78	and	and	CCONJ
fuelectenerg-4802	288	79	the	the	DET
fuelectenerg-4802	288	80	false	false	ADJ
fuelectenerg-4802	288	81	alarm	alarm	NOUN
fuelectenerg-4802	288	82	rate	rate	NOUN
fuelectenerg-4802	288	83	as	as	SCONJ
fuelectenerg-4802	288	84	compared	compare	VERB
fuelectenerg-4802	288	85	with	with	ADP
fuelectenerg-4802	288	86	the	the	DET
fuelectenerg-4802	288	87	work	work	NOUN
fuelectenerg-4802	288	88	in	in	ADP
fuelectenerg-4802	288	89	[	[	X
fuelectenerg-4802	288	90	10	10	NUM
fuelectenerg-4802	288	91	]	]	PUNCT
fuelectenerg-4802	288	92	using	use	VERB
fuelectenerg-4802	288	93	the	the	DET
fuelectenerg-4802	288	94	nls	nls	NOUN
fuelectenerg-4802	288	95	-	-	PUNCT
fuelectenerg-4802	288	96	kdd	kdd	NOUN
fuelectenerg-4802	288	97	dataset	dataset	NOUN
fuelectenerg-4802	288	98	.	.	PUNCT
fuelectenerg-4802	289	1	this	this	PRON
fuelectenerg-4802	289	2	shows	show	VERB
fuelectenerg-4802	289	3	the	the	DET
fuelectenerg-4802	289	4	efficiency	efficiency	NOUN
fuelectenerg-4802	289	5	of	of	ADP
fuelectenerg-4802	289	6	our	our	PRON
fuelectenerg-4802	289	7	proposed	propose	VERB
fuelectenerg-4802	289	8	triple	triple	ADJ
fuelectenerg-4802	289	9	-	-	PUNCT
fuelectenerg-4802	289	10	filter	filter	NOUN
fuelectenerg-4802	289	11	feature	feature	NOUN
fuelectenerg-4802	289	12	selection	selection	NOUN
fuelectenerg-4802	289	13	method	method	NOUN
fuelectenerg-4802	289	14	in	in	ADP
fuelectenerg-4802	289	15	improving	improve	VERB
fuelectenerg-4802	289	16	the	the	DET
fuelectenerg-4802	289	17	detection	detection	NOUN
fuelectenerg-4802	289	18	rate	rate	NOUN
fuelectenerg-4802	289	19	of	of	ADP
fuelectenerg-4802	289	20	the	the	DET
fuelectenerg-4802	289	21	decision	decision	NOUN
fuelectenerg-4802	289	22	tree	tree	NOUN
fuelectenerg-4802	289	23	classifier	classifier	NOUN
fuelectenerg-4802	289	24	with	with	ADP
fuelectenerg-4802	289	25	minimal	minimal	ADJ
fuelectenerg-4802	289	26	false	false	ADJ
fuelectenerg-4802	289	27	alarm	alarm	NOUN
fuelectenerg-4802	289	28	while	while	SCONJ
fuelectenerg-4802	289	29	conserving	conserve	VERB
fuelectenerg-4802	289	30	the	the	DET
fuelectenerg-4802	289	31	limited	limited	ADJ
fuelectenerg-4802	289	32	resources	resource	NOUN
fuelectenerg-4802	289	33	of	of	ADP
fuelectenerg-4802	289	34	the	the	DET
fuelectenerg-4802	289	35	sensor	sensor	NOUN
fuelectenerg-4802	289	36	network	network	NOUN
fuelectenerg-4802	289	37	.	.	PUNCT
fuelectenerg-4802	290	1	8	8	X
fuelectenerg-4802	290	2	.	.	X
fuelectenerg-4802	290	3	conclusion	conclusion	NOUN
fuelectenerg-4802	290	4	and	and	CCONJ
fuelectenerg-4802	290	5	future	future	ADJ
fuelectenerg-4802	290	6	work	work	NOUN
fuelectenerg-4802	290	7	in	in	ADP
fuelectenerg-4802	290	8	this	this	DET
fuelectenerg-4802	290	9	paper	paper	NOUN
fuelectenerg-4802	290	10	,	,	PUNCT
fuelectenerg-4802	290	11	we	we	PRON
fuelectenerg-4802	290	12	have	have	AUX
fuelectenerg-4802	290	13	proposed	propose	VERB
fuelectenerg-4802	290	14	the	the	DET
fuelectenerg-4802	290	15	combination	combination	NOUN
fuelectenerg-4802	290	16	of	of	ADP
fuelectenerg-4802	290	17	three	three	NUM
fuelectenerg-4802	290	18	filter	filter	NOUN
fuelectenerg-4802	290	19	feature	feature	NOUN
fuelectenerg-4802	290	20	selection	selection	NOUN
fuelectenerg-4802	290	21	methods	method	NOUN
fuelectenerg-4802	290	22	,	,	PUNCT
fuelectenerg-4802	290	23	gain	gain	VERB
fuelectenerg-4802	290	24	ratio	ratio	NOUN
fuelectenerg-4802	290	25	,	,	PUNCT
fuelectenerg-4802	290	26	chi	chi	NOUN
fuelectenerg-4802	290	27	-	-	PUNCT
fuelectenerg-4802	290	28	squared	square	VERB
fuelectenerg-4802	290	29	and	and	CCONJ
fuelectenerg-4802	290	30	relieff	relieff	NOUN
fuelectenerg-4802	290	31	,	,	PUNCT
fuelectenerg-4802	290	32	called	call	VERB
fuelectenerg-4802	290	33	triple	triple	ADJ
fuelectenerg-4802	290	34	-	-	PUNCT
fuelectenerg-4802	290	35	filter	filter	NOUN
fuelectenerg-4802	290	36	,	,	PUNCT
fuelectenerg-4802	290	37	to	to	ADP
fuelectenerg-4802	290	38	pre	pre	ADJ
fuelectenerg-4802	290	39	-	-	NOUN
fuelectenerg-4802	290	40	process	process	NOUN
fuelectenerg-4802	290	41	dataset	dataset	NOUN
fuelectenerg-4802	290	42	prior	prior	ADV
fuelectenerg-4802	290	43	to	to	ADP
fuelectenerg-4802	290	44	attack	attack	NOUN
fuelectenerg-4802	290	45	classification	classification	NOUN
fuelectenerg-4802	290	46	.	.	PUNCT
fuelectenerg-4802	291	1	the	the	DET
fuelectenerg-4802	291	2	proposed	propose	VERB
fuelectenerg-4802	291	3	feature	feature	NOUN
fuelectenerg-4802	291	4	selection	selection	NOUN
fuelectenerg-4802	291	5	method	method	NOUN
fuelectenerg-4802	291	6	is	be	AUX
fuelectenerg-4802	291	7	deployed	deploy	VERB
fuelectenerg-4802	291	8	in	in	ADP
fuelectenerg-4802	291	9	a	a	DET
fuelectenerg-4802	291	10	heterogeneous	heterogeneous	ADJ
fuelectenerg-4802	291	11	cluster	cluster	NOUN
fuelectenerg-4802	291	12	-	-	PUNCT
fuelectenerg-4802	291	13	based	base	VERB
fuelectenerg-4802	291	14	wsn	wsn	PROPN
fuelectenerg-4802	291	15	,	,	PUNCT
fuelectenerg-4802	291	16	where	where	SCONJ
fuelectenerg-4802	291	17	the	the	DET
fuelectenerg-4802	291	18	ids	id	NOUN
fuelectenerg-4802	291	19	is	be	AUX
fuelectenerg-4802	291	20	implemented	implement	VERB
fuelectenerg-4802	291	21	on	on	ADP
fuelectenerg-4802	291	22	the	the	DET
fuelectenerg-4802	291	23	cluster	cluster	NOUN
fuelectenerg-4802	291	24	head	head	NOUN
fuelectenerg-4802	291	25	nodes	nod	VERB
fuelectenerg-4802	291	26	.	.	PUNCT
fuelectenerg-4802	292	1	the	the	DET
fuelectenerg-4802	292	2	proposed	propose	VERB
fuelectenerg-4802	292	3	ids	id	NOUN
fuelectenerg-4802	292	4	reduce	reduce	VERB
fuelectenerg-4802	292	5	the	the	DET
fuelectenerg-4802	292	6	complexity	complexity	NOUN
fuelectenerg-4802	292	7	of	of	ADP
fuelectenerg-4802	292	8	the	the	DET
fuelectenerg-4802	292	9	system	system	NOUN
fuelectenerg-4802	292	10	by	by	ADP
fuelectenerg-4802	292	11	selecting	select	VERB
fuelectenerg-4802	292	12	important	important	ADJ
fuelectenerg-4802	292	13	features	feature	NOUN
fuelectenerg-4802	292	14	in	in	ADP
fuelectenerg-4802	292	15	the	the	DET
fuelectenerg-4802	292	16	dataset	dataset	NOUN
fuelectenerg-4802	292	17	,	,	PUNCT
fuelectenerg-4802	292	18	thus	thus	ADV
fuelectenerg-4802	292	19	reducing	reduce	VERB
fuelectenerg-4802	292	20	the	the	DET
fuelectenerg-4802	292	21	features	feature	NOUN
fuelectenerg-4802	292	22	from	from	ADP
fuelectenerg-4802	292	23	41	41	NUM
fuelectenerg-4802	292	24	to	to	PART
fuelectenerg-4802	292	25	14	14	NUM
fuelectenerg-4802	292	26	before	before	ADP
fuelectenerg-4802	292	27	classification	classification	NOUN
fuelectenerg-4802	292	28	,	,	PUNCT
fuelectenerg-4802	292	29	using	use	VERB
fuelectenerg-4802	292	30	a	a	DET
fuelectenerg-4802	292	31	decision	decision	NOUN
fuelectenerg-4802	292	32	tree	tree	NOUN
fuelectenerg-4802	292	33	algorithm	algorithm	NOUN
fuelectenerg-4802	292	34	,	,	PUNCT
fuelectenerg-4802	292	35	j48	j48	PROPN
fuelectenerg-4802	292	36	.	.	PUNCT
fuelectenerg-4802	293	1	experimental	experimental	ADJ
fuelectenerg-4802	293	2	results	result	NOUN
fuelectenerg-4802	293	3	obtained	obtain	VERB
fuelectenerg-4802	293	4	show	show	VERB
fuelectenerg-4802	293	5	an	an	DET
fuelectenerg-4802	293	6	improved	improved	ADJ
fuelectenerg-4802	293	7	performance	performance	NOUN
fuelectenerg-4802	293	8	with	with	ADP
fuelectenerg-4802	293	9	reduced	reduce	VERB
fuelectenerg-4802	293	10	feature	feature	NOUN
fuelectenerg-4802	293	11	set	set	VERB
fuelectenerg-4802	293	12	from	from	ADP
fuelectenerg-4802	293	13	41	41	NUM
fuelectenerg-4802	293	14	to	to	ADP
fuelectenerg-4802	293	15	14	14	NUM
fuelectenerg-4802	293	16	.	.	PUNCT
fuelectenerg-4802	294	1	also	also	ADV
fuelectenerg-4802	294	2	,	,	PUNCT
fuelectenerg-4802	294	3	our	our	PRON
fuelectenerg-4802	294	4	proposed	propose	VERB
fuelectenerg-4802	294	5	triple	triple	ADJ
fuelectenerg-4802	294	6	-	-	PUNCT
fuelectenerg-4802	294	7	filter	filter	NOUN
fuelectenerg-4802	294	8	feature	feature	NOUN
fuelectenerg-4802	294	9	selection	selection	NOUN
fuelectenerg-4802	294	10	method	method	NOUN
fuelectenerg-4802	294	11	performed	perform	VERB
fuelectenerg-4802	294	12	better	well	ADV
fuelectenerg-4802	294	13	than	than	ADP
fuelectenerg-4802	294	14	individual	individual	ADJ
fuelectenerg-4802	294	15	filter	filter	NOUN
fuelectenerg-4802	294	16	methods	method	NOUN
fuelectenerg-4802	294	17	using	use	VERB
fuelectenerg-4802	294	18	j48	j48	PROPN
fuelectenerg-4802	294	19	classifier	classifier	NOUN
fuelectenerg-4802	294	20	.	.	PUNCT
fuelectenerg-4802	295	1	in	in	ADP
fuelectenerg-4802	295	2	the	the	DET
fuelectenerg-4802	295	3	future	future	NOUN
fuelectenerg-4802	295	4	,	,	PUNCT
fuelectenerg-4802	295	5	we	we	PRON
fuelectenerg-4802	295	6	seek	seek	VERB
fuelectenerg-4802	295	7	to	to	PART
fuelectenerg-4802	295	8	extend	extend	VERB
fuelectenerg-4802	295	9	our	our	PRON
fuelectenerg-4802	295	10	work	work	NOUN
fuelectenerg-4802	295	11	to	to	PART
fuelectenerg-4802	295	12	study	study	VERB
fuelectenerg-4802	295	13	the	the	DET
fuelectenerg-4802	295	14	effect	effect	NOUN
fuelectenerg-4802	295	15	of	of	ADP
fuelectenerg-4802	295	16	our	our	PRON
fuelectenerg-4802	295	17	solution	solution	NOUN
fuelectenerg-4802	295	18	on	on	ADP
fuelectenerg-4802	295	19	homogeneous	homogeneous	ADJ
fuelectenerg-4802	295	20	wsns	wsns	NOUN
fuelectenerg-4802	295	21	and	and	CCONJ
fuelectenerg-4802	295	22	also	also	ADV
fuelectenerg-4802	295	23	to	to	PART
fuelectenerg-4802	295	24	evaluate	evaluate	VERB
fuelectenerg-4802	295	25	our	our	PRON
fuelectenerg-4802	295	26	proposed	propose	VERB
fuelectenerg-4802	295	27	triple	triple	ADJ
fuelectenerg-4802	295	28	-	-	PUNCT
fuelectenerg-4802	295	29	filter	filter	NOUN
fuelectenerg-4802	295	30	feature	feature	NOUN
fuelectenerg-4802	295	31	selection	selection	NOUN
fuelectenerg-4802	295	32	on	on	ADP
fuelectenerg-4802	295	33	other	other	ADJ
fuelectenerg-4802	295	34	classification	classification	NOUN
fuelectenerg-4802	295	35	algorithms	algorithm	NOUN
fuelectenerg-4802	295	36	.	.	PUNCT
fuelectenerg-4802	296	1	references	reference	NOUN
fuelectenerg-4802	296	2	[	[	X
fuelectenerg-4802	296	3	1	1	NUM
fuelectenerg-4802	296	4	]	]	PUNCT
fuelectenerg-4802	296	5	i.	i.	PROPN
fuelectenerg-4802	296	6	almomani	almomani	PROPN
fuelectenerg-4802	296	7	,	,	PUNCT
fuelectenerg-4802	296	8	b.	b.	PROPN
fuelectenerg-4802	296	9	al	al	PROPN
fuelectenerg-4802	296	10	-	-	PUNCT
fuelectenerg-4802	296	11	kasasbeh	kasasbeh	PROPN
fuelectenerg-4802	296	12	,	,	PUNCT
fuelectenerg-4802	296	13	m.	m.	PROPN
fuelectenerg-4802	296	14	al	al	PROPN
fuelectenerg-4802	296	15	-	-	PUNCT
fuelectenerg-4802	296	16	akhras	akhras	PROPN
fuelectenerg-4802	296	17	,	,	PUNCT
fuelectenerg-4802	296	18	“	"	PUNCT
fuelectenerg-4802	296	19	wsn	wsn	PROPN
fuelectenerg-4802	296	20	-	-	PUNCT
fuelectenerg-4802	296	21	ds	ds	ADJ
fuelectenerg-4802	296	22	:	:	PUNCT
fuelectenerg-4802	296	23	a	a	DET
fuelectenerg-4802	296	24	dataset	dataset	NOUN
fuelectenerg-4802	296	25	for	for	ADP
fuelectenerg-4802	296	26	intrusion	intrusion	NOUN
fuelectenerg-4802	296	27	detection	detection	NOUN
fuelectenerg-4802	296	28	systems	system	NOUN
fuelectenerg-4802	296	29	in	in	ADP
fuelectenerg-4802	296	30	wireless	wireless	ADJ
fuelectenerg-4802	296	31	sensor	sensor	NOUN
fuelectenerg-4802	296	32	networks	network	NOUN
fuelectenerg-4802	296	33	”	"	PUNCT
fuelectenerg-4802	296	34	,	,	PUNCT
fuelectenerg-4802	296	35	journal	journal	NOUN
fuelectenerg-4802	296	36	of	of	ADP
fuelectenerg-4802	296	37	sensors	sensor	NOUN
fuelectenerg-4802	296	38	,	,	PUNCT
fuelectenerg-4802	296	39	pp	pp	ADP
fuelectenerg-4802	296	40	.	.	PUNCT
fuelectenerg-4802	297	1	1–16	1–16	NOUN
fuelectenerg-4802	297	2	,	,	PUNCT
fuelectenerg-4802	297	3	2016	2016	NUM
fuelectenerg-4802	297	4	.	.	PUNCT
fuelectenerg-4802	298	1	[	[	X
fuelectenerg-4802	298	2	2	2	X
fuelectenerg-4802	298	3	]	]	X
fuelectenerg-4802	298	4	c.	c.	PROPN
fuelectenerg-4802	298	5	o'reilly	o'reilly	PROPN
fuelectenerg-4802	298	6	,	,	PUNCT
fuelectenerg-4802	298	7	a.	a.	NOUN
fuelectenerg-4802	298	8	gluhak	gluhak	PROPN
fuelectenerg-4802	298	9	,	,	PUNCT
fuelectenerg-4802	298	10	m.	m.	NOUN
fuelectenerg-4802	298	11	a.	a.	PROPN
fuelectenerg-4802	298	12	imran	imran	PROPN
fuelectenerg-4802	298	13	,	,	PUNCT
fuelectenerg-4802	298	14	s.	s.	PROPN
fuelectenerg-4802	298	15	rajasegarar	rajasegarar	PROPN
fuelectenerg-4802	298	16	,	,	PUNCT
fuelectenerg-4802	298	17	“	"	PUNCT
fuelectenerg-4802	298	18	anomaly	anomaly	NOUN
fuelectenerg-4802	298	19	detection	detection	NOUN
fuelectenerg-4802	298	20	in	in	ADP
fuelectenerg-4802	298	21	wireless	wireless	ADJ
fuelectenerg-4802	298	22	sensor	sensor	NOUN
fuelectenerg-4802	298	23	networks	network	NOUN
fuelectenerg-4802	298	24	in	in	ADP
fuelectenerg-4802	298	25	a	a	DET
fuelectenerg-4802	298	26	non	non	ADJ
fuelectenerg-4802	298	27	-	-	ADJ
fuelectenerg-4802	298	28	stationary	stationary	ADJ
fuelectenerg-4802	298	29	environment	environment	NOUN
fuelectenerg-4802	298	30	”	"	PUNCT
fuelectenerg-4802	298	31	,	,	PUNCT
fuelectenerg-4802	298	32	ieee	ieee	NOUN
fuelectenerg-4802	298	33	communications	communication	NOUN
fuelectenerg-4802	298	34	surveys	survey	NOUN
fuelectenerg-4802	298	35	&	&	CCONJ
fuelectenerg-4802	298	36	tutorials	tutorial	NOUN
fuelectenerg-4802	298	37	,	,	PUNCT
fuelectenerg-4802	298	38	vol	vol	NOUN
fuelectenerg-4802	298	39	.	.	PROPN
fuelectenerg-4802	299	1	16	16	NUM
fuelectenerg-4802	299	2	,	,	PUNCT
fuelectenerg-4802	299	3	pp	pp	ADJ
fuelectenerg-4802	299	4	.	.	PUNCT
fuelectenerg-4802	300	1	1413–1432	1413–1432	NUM
fuelectenerg-4802	300	2	,	,	PUNCT
fuelectenerg-4802	300	3	2014	2014	NUM
fuelectenerg-4802	300	4	.	.	PUNCT
fuelectenerg-4802	301	1	feature	feature	NOUN
fuelectenerg-4802	301	2	selection	selection	NOUN
fuelectenerg-4802	301	3	for	for	ADP
fuelectenerg-4802	301	4	intrusion	intrusion	NOUN
fuelectenerg-4802	301	5	detection	detection	NOUN
fuelectenerg-4802	301	6	system	system	NOUN
fuelectenerg-4802	301	7	in	in	ADP
fuelectenerg-4802	301	8	a	a	DET
fuelectenerg-4802	301	9	cluster	cluster	NOUN
fuelectenerg-4802	301	10	-	-	PUNCT
fuelectenerg-4802	301	11	based	base	VERB
fuelectenerg-4802	301	12	heterogeneous	heterogeneous	ADJ
fuelectenerg-4802	301	13	wireless	wireless	ADJ
fuelectenerg-4802	301	14	sensor	sensor	NOUN
fuelectenerg-4802	301	15	network	network	NOUN
fuelectenerg-4802	301	16	329	329	NUM
fuelectenerg-4802	302	1	[	[	X
fuelectenerg-4802	302	2	3	3	NUM
fuelectenerg-4802	302	3	]	]	X
fuelectenerg-4802	302	4	o.o	o.o	PROPN
fuelectenerg-4802	302	5	.	.	PROPN
fuelectenerg-4802	302	6	ogundile	ogundile	ADJ
fuelectenerg-4802	302	7	,	,	PUNCT
fuelectenerg-4802	302	8	a.	a.	PROPN
fuelectenerg-4802	302	9	s.	s.	PROPN
fuelectenerg-4802	302	10	alfa	alfa	PROPN
fuelectenerg-4802	302	11	(	(	PUNCT
fuelectenerg-4802	302	12	2017	2017	NUM
fuelectenerg-4802	302	13	)	)	PUNCT
fuelectenerg-4802	302	14	,	,	PUNCT
fuelectenerg-4802	302	15	“	"	PUNCT
fuelectenerg-4802	302	16	a	a	DET
fuelectenerg-4802	302	17	survey	survey	NOUN
fuelectenerg-4802	302	18	on	on	ADP
fuelectenerg-4802	302	19	an	an	DET
fuelectenerg-4802	302	20	energy	energy	NOUN
fuelectenerg-4802	302	21	-	-	PUNCT
fuelectenerg-4802	302	22	efficient	efficient	ADJ
fuelectenerg-4802	302	23	and	and	CCONJ
fuelectenerg-4802	302	24	energy	energy	NOUN
fuelectenerg-4802	302	25	-	-	PUNCT
fuelectenerg-4802	302	26	balanced	balanced	ADJ
fuelectenerg-4802	302	27	routing	routing	NOUN
fuelectenerg-4802	302	28	protocol	protocol	NOUN
fuelectenerg-4802	302	29	for	for	ADP
fuelectenerg-4802	302	30	wireless	wireless	ADJ
fuelectenerg-4802	302	31	sensor	sensor	NOUN
fuelectenerg-4802	302	32	networks	network	NOUN
fuelectenerg-4802	302	33	”	"	PUNCT
fuelectenerg-4802	302	34	,	,	PUNCT
fuelectenerg-4802	302	35	sensor	sensor	NOUN
fuelectenerg-4802	302	36	,	,	PUNCT
fuelectenerg-4802	302	37	vol	vol	NOUN
fuelectenerg-4802	302	38	.	.	PROPN
fuelectenerg-4802	302	39	17	17	NUM
fuelectenerg-4802	302	40	,	,	PUNCT
fuelectenerg-4802	302	41	1084	1084	NUM
fuelectenerg-4802	302	42	,	,	PUNCT
fuelectenerg-4802	302	43	1–51	1–51	NOUN
fuelectenerg-4802	302	44	,	,	PUNCT
fuelectenerg-4802	302	45	2017	2017	NUM
fuelectenerg-4802	302	46	.	.	PUNCT
fuelectenerg-4802	303	1	[	[	X
fuelectenerg-4802	303	2	4	4	X
fuelectenerg-4802	303	3	]	]	X
fuelectenerg-4802	303	4	o.	o.	NOUN
fuelectenerg-4802	303	5	osanaiye	osanaiye	PROPN
fuelectenerg-4802	303	6	,	,	PUNCT
fuelectenerg-4802	303	7	a.	a.	NOUN
fuelectenerg-4802	303	8	alfa	alfa	PROPN
fuelectenerg-4802	303	9	,	,	PUNCT
fuelectenerg-4802	303	10	“	"	PUNCT
fuelectenerg-4802	303	11	denial	denial	NOUN
fuelectenerg-4802	303	12	of	of	ADP
fuelectenerg-4802	303	13	service	service	NOUN
fuelectenerg-4802	303	14	defence	defence	NOUN
fuelectenerg-4802	303	15	for	for	ADP
fuelectenerg-4802	303	16	resource	resource	NOUN
fuelectenerg-4802	303	17	availability	availability	NOUN
fuelectenerg-4802	303	18	in	in	ADP
fuelectenerg-4802	303	19	wireless	wireless	ADJ
fuelectenerg-4802	303	20	sensor	sensor	NOUN
fuelectenerg-4802	303	21	networks	network	NOUN
fuelectenerg-4802	303	22	”	"	PUNCT
fuelectenerg-4802	303	23	,	,	PUNCT
fuelectenerg-4802	303	24	ieee	ieee	NOUN
fuelectenerg-4802	303	25	access	access	NOUN
fuelectenerg-4802	303	26	,	,	PUNCT
fuelectenerg-4802	303	27	vol	vol	NOUN
fuelectenerg-4802	303	28	.	.	PROPN
fuelectenerg-4802	303	29	6	6	NUM
fuelectenerg-4802	303	30	,	,	PUNCT
fuelectenerg-4802	303	31	pp	pp	ADJ
fuelectenerg-4802	303	32	.	.	PUNCT
fuelectenerg-4802	303	33	6975–7004	6975–7004	NUM
fuelectenerg-4802	303	34	,	,	PUNCT
fuelectenerg-4802	303	35	2018	2018	NUM
fuelectenerg-4802	303	36	.	.	PUNCT
fuelectenerg-4802	304	1	[	[	X
fuelectenerg-4802	304	2	5	5	NUM
fuelectenerg-4802	304	3	]	]	X
fuelectenerg-4802	304	4	h.m	h.m	PROPN
fuelectenerg-4802	304	5	.	.	PROPN
fuelectenerg-4802	304	6	salmon	salmon	PROPN
fuelectenerg-4802	304	7	,	,	PUNCT
fuelectenerg-4802	304	8	et	et	PROPN
fuelectenerg-4802	304	9	al	al	PROPN
fuelectenerg-4802	304	10	,	,	PUNCT
fuelectenerg-4802	304	11	“	"	PUNCT
fuelectenerg-4802	304	12	intrusion	intrusion	NOUN
fuelectenerg-4802	304	13	detection	detection	NOUN
fuelectenerg-4802	304	14	system	system	NOUN
fuelectenerg-4802	304	15	for	for	ADP
fuelectenerg-4802	304	16	wireless	wireless	ADJ
fuelectenerg-4802	304	17	sensor	sensor	NOUN
fuelectenerg-4802	304	18	networks	network	NOUN
fuelectenerg-4802	304	19	using	use	VERB
fuelectenerg-4802	304	20	danger	danger	NOUN
fuelectenerg-4802	304	21	theory	theory	NOUN
fuelectenerg-4802	304	22	immune	immune	NOUN
fuelectenerg-4802	304	23	-	-	PUNCT
fuelectenerg-4802	304	24	inspired	inspire	VERB
fuelectenerg-4802	304	25	techniques	technique	NOUN
fuelectenerg-4802	304	26	”	"	PUNCT
fuelectenerg-4802	304	27	,	,	PUNCT
fuelectenerg-4802	304	28	international	international	ADJ
fuelectenerg-4802	304	29	journal	journal	NOUN
fuelectenerg-4802	304	30	of	of	ADP
fuelectenerg-4802	304	31	wireless	wireless	ADJ
fuelectenerg-4802	304	32	information	information	NOUN
fuelectenerg-4802	304	33	networks	network	NOUN
fuelectenerg-4802	304	34	,	,	PUNCT
fuelectenerg-4802	304	35	vol	vol	NOUN
fuelectenerg-4802	304	36	.	.	PROPN
fuelectenerg-4802	304	37	20	20	NUM
fuelectenerg-4802	304	38	,	,	PUNCT
fuelectenerg-4802	304	39	pp	pp	ADJ
fuelectenerg-4802	304	40	.	.	PUNCT
fuelectenerg-4802	305	1	39–66	39–66	NUM
fuelectenerg-4802	305	2	,	,	PUNCT
fuelectenerg-4802	305	3	2013	2013	NUM
fuelectenerg-4802	305	4	.	.	PUNCT
fuelectenerg-4802	306	1	[	[	X
fuelectenerg-4802	306	2	6	6	NUM
fuelectenerg-4802	306	3	]	]	PUNCT
fuelectenerg-4802	306	4	v.	v.	PROPN
fuelectenerg-4802	306	5	f.	f.	PROPN
fuelectenerg-4802	306	6	taylor	taylor	PROPN
fuelectenerg-4802	306	7	,	,	PUNCT
fuelectenerg-4802	306	8	d.	d.	PROPN
fuelectenerg-4802	306	9	t.	t.	PROPN
fuelectenerg-4802	306	10	fokum	fokum	NOUN
fuelectenerg-4802	306	11	,	,	PUNCT
fuelectenerg-4802	306	12	“	"	PUNCT
fuelectenerg-4802	306	13	mitigating	mitigate	VERB
fuelectenerg-4802	306	14	black	black	ADJ
fuelectenerg-4802	306	15	hole	hole	NOUN
fuelectenerg-4802	306	16	attacks	attack	NOUN
fuelectenerg-4802	306	17	in	in	ADP
fuelectenerg-4802	306	18	wireless	wireless	ADJ
fuelectenerg-4802	306	19	sensor	sensor	NOUN
fuelectenerg-4802	306	20	networks	network	NOUN
fuelectenerg-4802	306	21	using	use	VERB
fuelectenerg-4802	306	22	noderesident	noderesident	NOUN
fuelectenerg-4802	306	23	expert	expert	NOUN
fuelectenerg-4802	306	24	systems	system	NOUN
fuelectenerg-4802	306	25	”	"	PUNCT
fuelectenerg-4802	306	26	,	,	PUNCT
fuelectenerg-4802	306	27	in	in	ADP
fuelectenerg-4802	306	28	proceedings	proceeding	NOUN
fuelectenerg-4802	306	29	of	of	ADP
fuelectenerg-4802	306	30	the	the	DET
fuelectenerg-4802	306	31	ieee	ieee	NOUN
fuelectenerg-4802	306	32	wireless	wireless	PROPN
fuelectenerg-4802	306	33	telecommunications	telecommunication	NOUN
fuelectenerg-4802	306	34	symposium	symposium	NOUN
fuelectenerg-4802	306	35	(	(	PUNCT
fuelectenerg-4802	306	36	wts	wts	PROPN
fuelectenerg-4802	306	37	)	)	PUNCT
fuelectenerg-4802	306	38	,	,	PUNCT
fuelectenerg-4802	306	39	pp	pp	PROPN
fuelectenerg-4802	306	40	.	.	PUNCT
fuelectenerg-4802	307	1	1–7	1–7	NUM
fuelectenerg-4802	307	2	,	,	PUNCT
fuelectenerg-4802	307	3	2014	2014	NUM
fuelectenerg-4802	307	4	.	.	PUNCT
fuelectenerg-4802	308	1	[	[	X
fuelectenerg-4802	308	2	7	7	X
fuelectenerg-4802	308	3	]	]	X
fuelectenerg-4802	308	4	s.	s.	PROPN
fuelectenerg-4802	308	5	athmani	athmani	PROPN
fuelectenerg-4802	308	6	,	,	PUNCT
fuelectenerg-4802	308	7	d.e	d.e	PROPN
fuelectenerg-4802	308	8	.	.	PROPN
fuelectenerg-4802	308	9	boubiche	boubiche	PROPN
fuelectenerg-4802	308	10	,	,	PUNCT
fuelectenerg-4802	308	11	a.	a.	NOUN
fuelectenerg-4802	308	12	bilami	bilami	NOUN
fuelectenerg-4802	308	13	,	,	PUNCT
fuelectenerg-4802	308	14	“	"	PUNCT
fuelectenerg-4802	308	15	hierarchical	hierarchical	ADJ
fuelectenerg-4802	308	16	energy	energy	NOUN
fuelectenerg-4802	308	17	efficient	efficient	ADJ
fuelectenerg-4802	308	18	intrusion	intrusion	NOUN
fuelectenerg-4802	308	19	detection	detection	NOUN
fuelectenerg-4802	308	20	system	system	NOUN
fuelectenerg-4802	308	21	for	for	ADP
fuelectenerg-4802	308	22	black	black	ADJ
fuelectenerg-4802	308	23	hole	hole	NOUN
fuelectenerg-4802	308	24	attacks	attack	NOUN
fuelectenerg-4802	308	25	in	in	ADP
fuelectenerg-4802	308	26	wsns	wsns	NOUN
fuelectenerg-4802	308	27	”	"	PUNCT
fuelectenerg-4802	308	28	,	,	PUNCT
fuelectenerg-4802	308	29	in	in	ADP
fuelectenerg-4802	308	30	proceedings	proceeding	NOUN
fuelectenerg-4802	308	31	of	of	ADP
fuelectenerg-4802	308	32	the	the	DET
fuelectenerg-4802	308	33	ieee	ieee	PROPN
fuelectenerg-4802	308	34	world	world	PROPN
fuelectenerg-4802	308	35	congress	congress	PROPN
fuelectenerg-4802	308	36	computer	computer	PROPN
fuelectenerg-4802	308	37	and	and	CCONJ
fuelectenerg-4802	308	38	information	information	NOUN
fuelectenerg-4802	308	39	technology	technology	NOUN
fuelectenerg-4802	308	40	(	(	PUNCT
fuelectenerg-4802	308	41	wccit	wccit	PROPN
fuelectenerg-4802	308	42	)	)	PUNCT
fuelectenerg-4802	308	43	,	,	PUNCT
fuelectenerg-4802	308	44	pp	pp	ADP
fuelectenerg-4802	308	45	.	.	PUNCT
fuelectenerg-4802	309	1	1–5	1–5	NUM
fuelectenerg-4802	309	2	,	,	PUNCT
fuelectenerg-4802	309	3	2013	2013	NUM
fuelectenerg-4802	309	4	.	.	PUNCT
fuelectenerg-4802	310	1	[	[	X
fuelectenerg-4802	310	2	8	8	NUM
fuelectenerg-4802	310	3	]	]	X
fuelectenerg-4802	310	4	o.	o.	NOUN
fuelectenerg-4802	310	5	osanaiye	osanaiye	PROPN
fuelectenerg-4802	310	6	,	,	PUNCT
fuelectenerg-4802	310	7	r.	r.	PROPN
fuelectenerg-4802	310	8	choo	choo	PROPN
fuelectenerg-4802	310	9	,	,	PUNCT
fuelectenerg-4802	310	10	m.	m.	NOUN
fuelectenerg-4802	310	11	dlodlo	dlodlo	NOUN
fuelectenerg-4802	310	12	,	,	PUNCT
fuelectenerg-4802	310	13	“	"	PUNCT
fuelectenerg-4802	310	14	distributed	distribute	VERB
fuelectenerg-4802	310	15	denial	denial	NOUN
fuelectenerg-4802	310	16	of	of	ADP
fuelectenerg-4802	310	17	service	service	NOUN
fuelectenerg-4802	310	18	(	(	PUNCT
fuelectenerg-4802	310	19	ddos	ddos	NOUN
fuelectenerg-4802	310	20	)	)	PUNCT
fuelectenerg-4802	310	21	resilience	resilience	NOUN
fuelectenerg-4802	310	22	in	in	ADP
fuelectenerg-4802	310	23	cloud	cloud	NOUN
fuelectenerg-4802	310	24	:	:	PUNCT
fuelectenerg-4802	310	25	review	review	NOUN
fuelectenerg-4802	310	26	and	and	CCONJ
fuelectenerg-4802	310	27	conceptual	conceptual	ADJ
fuelectenerg-4802	310	28	cloud	cloud	NOUN
fuelectenerg-4802	310	29	ddos	ddos	NOUN
fuelectenerg-4802	310	30	mitigation	mitigation	NOUN
fuelectenerg-4802	310	31	framework	framework	NOUN
fuelectenerg-4802	310	32	”	"	PUNCT
fuelectenerg-4802	310	33	,	,	PUNCT
fuelectenerg-4802	310	34	journal	journal	NOUN
fuelectenerg-4802	310	35	of	of	ADP
fuelectenerg-4802	310	36	network	network	NOUN
fuelectenerg-4802	310	37	and	and	CCONJ
fuelectenerg-4802	310	38	computer	computer	NOUN
fuelectenerg-4802	310	39	applications	application	NOUN
fuelectenerg-4802	310	40	,	,	PUNCT
fuelectenerg-4802	310	41	vol	vol	NOUN
fuelectenerg-4802	310	42	.	.	PROPN
fuelectenerg-4802	310	43	69	69	NUM
fuelectenerg-4802	310	44	,	,	PUNCT
fuelectenerg-4802	310	45	pp	pp	ADJ
fuelectenerg-4802	310	46	.	.	PUNCT
fuelectenerg-4802	311	1	1447–1465	1447–1465	NUM
fuelectenerg-4802	311	2	,	,	PUNCT
fuelectenerg-4802	311	3	2016	2016	NUM
fuelectenerg-4802	311	4	.	.	PUNCT
fuelectenerg-4802	312	1	[	[	X
fuelectenerg-4802	312	2	9	9	NUM
fuelectenerg-4802	312	3	]	]	PUNCT
fuelectenerg-4802	312	4	m.	m.	NOUN
fuelectenerg-4802	312	5	tavallaee	tavallaee	PROPN
fuelectenerg-4802	312	6	,	,	PUNCT
fuelectenerg-4802	312	7	e.	e.	PROPN
fuelectenerg-4802	312	8	bagheri	bagheri	PROPN
fuelectenerg-4802	312	9	,	,	PUNCT
fuelectenerg-4802	312	10	w.	w.	PROPN
fuelectenerg-4802	312	11	lu	lu	PROPN
fuelectenerg-4802	312	12	,	,	PUNCT
fuelectenerg-4802	312	13	a.	a.	NOUN
fuelectenerg-4802	312	14	ghorbani	ghorbani	NOUN
fuelectenerg-4802	312	15	,	,	PUNCT
fuelectenerg-4802	312	16	“	"	PUNCT
fuelectenerg-4802	312	17	a	a	DET
fuelectenerg-4802	312	18	detailed	detailed	ADJ
fuelectenerg-4802	312	19	analysis	analysis	NOUN
fuelectenerg-4802	312	20	of	of	ADP
fuelectenerg-4802	312	21	the	the	DET
fuelectenerg-4802	312	22	kdd	kdd	PROPN
fuelectenerg-4802	312	23	cup	cup	PROPN
fuelectenerg-4802	312	24	99	99	NUM
fuelectenerg-4802	312	25	dataset	dataset	NOUN
fuelectenerg-4802	312	26	”	"	PUNCT
fuelectenerg-4802	312	27	,	,	PUNCT
fuelectenerg-4802	312	28	in	in	ADP
fuelectenerg-4802	312	29	proceedings	proceeding	NOUN
fuelectenerg-4802	312	30	of	of	ADP
fuelectenerg-4802	312	31	the	the	DET
fuelectenerg-4802	312	32	second	second	ADJ
fuelectenerg-4802	312	33	ieee	ieee	NOUN
fuelectenerg-4802	312	34	symposium	symposium	NOUN
fuelectenerg-4802	312	35	on	on	ADP
fuelectenerg-4802	312	36	computational	computational	ADJ
fuelectenerg-4802	312	37	intelligence	intelligence	NOUN
fuelectenerg-4802	312	38	for	for	ADP
fuelectenerg-4802	312	39	security	security	NOUN
fuelectenerg-4802	312	40	and	and	CCONJ
fuelectenerg-4802	312	41	defence	defence	NOUN
fuelectenerg-4802	312	42	applications	application	NOUN
fuelectenerg-4802	312	43	cisda	cisda	NOUN
fuelectenerg-4802	312	44	,	,	PUNCT
fuelectenerg-4802	312	45	pp	pp	ADJ
fuelectenerg-4802	312	46	.	.	PUNCT
fuelectenerg-4802	313	1	1–6	1–6	X
fuelectenerg-4802	313	2	.	.	PUNCT
fuelectenerg-4802	314	1	[	[	X
fuelectenerg-4802	314	2	10	10	NUM
fuelectenerg-4802	314	3	]	]	PUNCT
fuelectenerg-4802	314	4	wang	wang	PROPN
fuelectenerg-4802	314	5	s.-s	s.-s	PROPN
fuelectenerg-4802	314	6	.	.	PUNCT
fuelectenerg-4802	314	7	,	,	PUNCT
fuelectenerg-4802	314	8	yan	yan	PROPN
fuelectenerg-4802	314	9	k.-q	k.-q	PROPN
fuelectenerg-4802	314	10	.	.	PROPN
fuelectenerg-4802	314	11	,	,	PUNCT
fuelectenerg-4802	314	12	wang	wang	PROPN
fuelectenerg-4802	314	13	s.-c	s.-c	PROPN
fuelectenerg-4802	314	14	.	.	PROPN
fuelectenerg-4802	314	15	,	,	PUNCT
fuelectenerg-4802	314	16	liu	liu	PROPN
fuelectenerg-4802	314	17	c.-w	c.-w	PROPN
fuelectenerg-4802	314	18	.	.	PUNCT
fuelectenerg-4802	315	1	(	(	PUNCT
fuelectenerg-4802	315	2	2011	2011	NUM
fuelectenerg-4802	315	3	)	)	PUNCT
fuelectenerg-4802	315	4	an	an	DET
fuelectenerg-4802	315	5	integrated	integrate	VERB
fuelectenerg-4802	315	6	intrusion	intrusion	NOUN
fuelectenerg-4802	315	7	detection	detection	NOUN
fuelectenerg-4802	315	8	system	system	NOUN
fuelectenerg-4802	315	9	for	for	ADP
fuelectenerg-4802	315	10	cluster	cluster	NOUN
fuelectenerg-4802	315	11	-	-	PUNCT
fuelectenerg-4802	315	12	based	base	VERB
fuelectenerg-4802	315	13	wireless	wireless	ADJ
fuelectenerg-4802	315	14	sensor	sensor	NOUN
fuelectenerg-4802	315	15	networks	network	NOUN
fuelectenerg-4802	315	16	.	.	PUNCT
fuelectenerg-4802	316	1	expert	expert	NOUN
fuelectenerg-4802	316	2	systems	system	NOUN
fuelectenerg-4802	316	3	with	with	ADP
fuelectenerg-4802	316	4	applications	application	NOUN
fuelectenerg-4802	316	5	,	,	PUNCT
fuelectenerg-4802	316	6	38	38	NUM
fuelectenerg-4802	316	7	,	,	PUNCT
fuelectenerg-4802	316	8	15234–15243	15234–15243	NUM
fuelectenerg-4802	316	9	.	.	PUNCT
fuelectenerg-4802	317	1	[	[	X
fuelectenerg-4802	317	2	11	11	NUM
fuelectenerg-4802	317	3	]	]	X
fuelectenerg-4802	317	4	o.	o.	PROPN
fuelectenerg-4802	317	5	osanaiye	osanaiye	PROPN
fuelectenerg-4802	317	6	,	,	PUNCT
fuelectenerg-4802	317	7	h.	h.	PROPN
fuelectenerg-4802	317	8	cai	cai	PROPN
fuelectenerg-4802	317	9	,	,	PUNCT
fuelectenerg-4802	317	10	k.k.r	k.k.r	NOUN
fuelectenerg-4802	317	11	.	.	PUNCT
fuelectenerg-4802	318	1	choo	choo	PROPN
fuelectenerg-4802	318	2	,	,	PUNCT
fuelectenerg-4802	318	3	a.	a.	NOUN
fuelectenerg-4802	318	4	dehghantanha	dehghantanha	NOUN
fuelectenerg-4802	318	5	,	,	PUNCT
fuelectenerg-4802	318	6	z.	z.	PROPN
fuelectenerg-4802	318	7	xu	xu	PROPN
fuelectenerg-4802	318	8	and	and	CCONJ
fuelectenerg-4802	318	9	m.	m.	NOUN
fuelectenerg-4802	318	10	dlodlo	dlodlo	NOUN
fuelectenerg-4802	318	11	,	,	PUNCT
fuelectenerg-4802	318	12	“	"	PUNCT
fuelectenerg-4802	318	13	ensemble	ensemble	ADJ
fuelectenerg-4802	318	14	-	-	PUNCT
fuelectenerg-4802	318	15	based	base	VERB
fuelectenerg-4802	318	16	multifilter	multifilter	ADJ
fuelectenerg-4802	318	17	feature	feature	NOUN
fuelectenerg-4802	318	18	selection	selection	NOUN
fuelectenerg-4802	318	19	method	method	NOUN
fuelectenerg-4802	318	20	for	for	ADP
fuelectenerg-4802	318	21	ddos	ddos	NOUN
fuelectenerg-4802	318	22	detection	detection	NOUN
fuelectenerg-4802	318	23	in	in	ADP
fuelectenerg-4802	318	24	cloud	cloud	NOUN
fuelectenerg-4802	318	25	computing	computing	NOUN
fuelectenerg-4802	318	26	”	"	PUNCT
fuelectenerg-4802	318	27	eurasip	eurasip	NOUN
fuelectenerg-4802	318	28	journal	journal	PROPN
fuelectenerg-4802	318	29	on	on	ADP
fuelectenerg-4802	318	30	wireless	wireless	ADJ
fuelectenerg-4802	318	31	communications	communication	NOUN
fuelectenerg-4802	318	32	and	and	CCONJ
fuelectenerg-4802	318	33	networking	networking	NOUN
fuelectenerg-4802	318	34	,	,	PUNCT
fuelectenerg-4802	318	35	vol	vol	NOUN
fuelectenerg-4802	318	36	.	.	PROPN
fuelectenerg-4802	318	37	130	130	NUM
fuelectenerg-4802	318	38	,	,	PUNCT
fuelectenerg-4802	318	39	pp	pp	ADJ
fuelectenerg-4802	318	40	.	.	PUNCT
fuelectenerg-4802	319	1	1–10	1–10	NOUN
fuelectenerg-4802	319	2	,	,	PUNCT
fuelectenerg-4802	319	3	2016	2016	NUM
fuelectenerg-4802	319	4	.	.	PUNCT
fuelectenerg-4802	320	1	[	[	X
fuelectenerg-4802	320	2	12	12	NUM
fuelectenerg-4802	320	3	]	]	PUNCT
fuelectenerg-4802	320	4	x.	x.	PROPN
fuelectenerg-4802	320	5	deng	deng	PROPN
fuelectenerg-4802	320	6	,	,	PUNCT
fuelectenerg-4802	320	7	“	"	PUNCT
fuelectenerg-4802	320	8	an	an	DET
fuelectenerg-4802	320	9	intrusion	intrusion	NOUN
fuelectenerg-4802	320	10	detection	detection	NOUN
fuelectenerg-4802	320	11	system	system	NOUN
fuelectenerg-4802	320	12	for	for	ADP
fuelectenerg-4802	320	13	cluster	cluster	NOUN
fuelectenerg-4802	320	14	based	base	VERB
fuelectenerg-4802	320	15	wireless	wireless	ADJ
fuelectenerg-4802	320	16	sensor	sensor	NOUN
fuelectenerg-4802	320	17	networks	network	NOUN
fuelectenerg-4802	320	18	”	"	PUNCT
fuelectenerg-4802	320	19	,	,	PUNCT
fuelectenerg-4802	320	20	in	in	ADP
fuelectenerg-4802	320	21	proceedings	proceeding	NOUN
fuelectenerg-4802	320	22	of	of	ADP
fuelectenerg-4802	320	23	the	the	DET
fuelectenerg-4802	320	24	16th	16th	ADJ
fuelectenerg-4802	320	25	ieee	ieee	NOUN
fuelectenerg-4802	320	26	international	international	ADJ
fuelectenerg-4802	320	27	symposium	symposium	NOUN
fuelectenerg-4802	320	28	on	on	ADP
fuelectenerg-4802	320	29	wireless	wireless	ADJ
fuelectenerg-4802	320	30	personal	personal	ADJ
fuelectenerg-4802	320	31	multimedia	multimedia	NOUN
fuelectenerg-4802	320	32	communications	communication	NOUN
fuelectenerg-4802	320	33	(	(	PUNCT
fuelectenerg-4802	320	34	wpmc	wpmc	NOUN
fuelectenerg-4802	320	35	)	)	PUNCT
fuelectenerg-4802	320	36	,	,	PUNCT
fuelectenerg-4802	320	37	2013	2013	NUM
fuelectenerg-4802	320	38	,	,	PUNCT
fuelectenerg-4802	320	39	pp	pp	ADJ
fuelectenerg-4802	320	40	.	.	PUNCT
fuelectenerg-4802	321	1	1–5	1–5	X
fuelectenerg-4802	321	2	.	.	PUNCT
fuelectenerg-4802	322	1	[	[	X
fuelectenerg-4802	322	2	13	13	NUM
fuelectenerg-4802	322	3	]	]	PUNCT
fuelectenerg-4802	322	4	k.	k.	PROPN
fuelectenerg-4802	322	5	q.	q.	PROPN
fuelectenerg-4802	322	6	yan	yan	PROPN
fuelectenerg-4802	322	7	,	,	PUNCT
fuelectenerg-4802	322	8	s.c	s.c	PROPN
fuelectenerg-4802	322	9	.	.	PROPN
fuelectenerg-4802	322	10	wang	wang	PROPN
fuelectenerg-4802	322	11	,	,	PUNCT
fuelectenerg-4802	322	12	s.s	s.s	PROPN
fuelectenerg-4802	322	13	.	.	PROPN
fuelectenerg-4802	322	14	wang	wang	PROPN
fuelectenerg-4802	322	15	,	,	PUNCT
fuelectenerg-4802	322	16	c.w	c.w	PROPN
fuelectenerg-4802	322	17	.	.	PROPN
fuelectenerg-4802	322	18	liu	liu	PROPN
fuelectenerg-4802	322	19	,	,	PUNCT
fuelectenerg-4802	322	20	“	"	PUNCT
fuelectenerg-4802	322	21	hybrid	hybrid	ADJ
fuelectenerg-4802	322	22	intrusion	intrusion	NOUN
fuelectenerg-4802	322	23	detection	detection	NOUN
fuelectenerg-4802	322	24	system	system	NOUN
fuelectenerg-4802	322	25	for	for	ADP
fuelectenerg-4802	322	26	enhancing	enhance	VERB
fuelectenerg-4802	322	27	the	the	DET
fuelectenerg-4802	322	28	security	security	NOUN
fuelectenerg-4802	322	29	of	of	ADP
fuelectenerg-4802	322	30	a	a	DET
fuelectenerg-4802	322	31	cluster	cluster	NOUN
fuelectenerg-4802	322	32	-	-	PUNCT
fuelectenerg-4802	322	33	based	base	VERB
fuelectenerg-4802	322	34	wireless	wireless	ADJ
fuelectenerg-4802	322	35	sensor	sensor	NOUN
fuelectenerg-4802	322	36	network	network	NOUN
fuelectenerg-4802	322	37	”	"	PUNCT
fuelectenerg-4802	322	38	,	,	PUNCT
fuelectenerg-4802	322	39	in	in	ADP
fuelectenerg-4802	322	40	proceedings	proceeding	NOUN
fuelectenerg-4802	322	41	of	of	ADP
fuelectenerg-4802	322	42	the	the	DET
fuelectenerg-4802	322	43	3rd	3rd	ADJ
fuelectenerg-4802	322	44	ieee	ieee	NOUN
fuelectenerg-4802	322	45	international	international	ADJ
fuelectenerg-4802	322	46	conference	conference	NOUN
fuelectenerg-4802	322	47	on	on	ADP
fuelectenerg-4802	322	48	computer	computer	NOUN
fuelectenerg-4802	322	49	science	science	NOUN
fuelectenerg-4802	322	50	and	and	CCONJ
fuelectenerg-4802	322	51	information	information	NOUN
fuelectenerg-4802	322	52	technology	technology	NOUN
fuelectenerg-4802	322	53	(	(	PUNCT
fuelectenerg-4802	322	54	iccsit	iccsit	NOUN
fuelectenerg-4802	322	55	)	)	PUNCT
fuelectenerg-4802	322	56	,	,	PUNCT
fuelectenerg-4802	322	57	vol	vol	NOUN
fuelectenerg-4802	322	58	.	.	PROPN
fuelectenerg-4802	322	59	1	1	NUM
fuelectenerg-4802	322	60	,	,	PUNCT
fuelectenerg-4802	322	61	2010	2010	NUM
fuelectenerg-4802	322	62	,	,	PUNCT
fuelectenerg-4802	322	63	pp	pp	ADV
fuelectenerg-4802	322	64	.	.	PUNCT
fuelectenerg-4802	323	1	114–118	114–118	NUM
fuelectenerg-4802	323	2	.	.	PUNCT
fuelectenerg-4802	324	1	[	[	X
fuelectenerg-4802	324	2	14	14	NUM
fuelectenerg-4802	324	3	]	]	PUNCT
fuelectenerg-4802	324	4	k.	k.	PROPN
fuelectenerg-4802	324	5	medhat	medhat	PROPN
fuelectenerg-4802	324	6	,	,	PUNCT
fuelectenerg-4802	324	7	r.a	r.a	PROPN
fuelectenerg-4802	324	8	.	.	PROPN
fuelectenerg-4802	324	9	ramadan	ramadan	PROPN
fuelectenerg-4802	324	10	,	,	PUNCT
fuelectenerg-4802	324	11	i.	i.	PROPN
fuelectenerg-4802	324	12	talkhan	talkhan	PROPN
fuelectenerg-4802	324	13	,	,	PUNCT
fuelectenerg-4802	324	14	“	"	PUNCT
fuelectenerg-4802	324	15	distributed	distribute	VERB
fuelectenerg-4802	324	16	intrusion	intrusion	NOUN
fuelectenerg-4802	324	17	detection	detection	NOUN
fuelectenerg-4802	324	18	system	system	NOUN
fuelectenerg-4802	324	19	for	for	ADP
fuelectenerg-4802	324	20	wireless	wireless	ADJ
fuelectenerg-4802	324	21	sensor	sensor	NOUN
fuelectenerg-4802	324	22	networks	network	NOUN
fuelectenerg-4802	324	23	”	"	PUNCT
fuelectenerg-4802	324	24	,	,	PUNCT
fuelectenerg-4802	324	25	in	in	ADP
fuelectenerg-4802	324	26	proceedings	proceeding	NOUN
fuelectenerg-4802	324	27	of	of	ADP
fuelectenerg-4802	324	28	the	the	DET
fuelectenerg-4802	324	29	9th	9th	ADJ
fuelectenerg-4802	324	30	ieee	ieee	NOUN
fuelectenerg-4802	324	31	international	international	ADJ
fuelectenerg-4802	324	32	conference	conference	NOUN
fuelectenerg-4802	324	33	on	on	ADP
fuelectenerg-4802	324	34	next	next	ADJ
fuelectenerg-4802	324	35	generation	generation	NOUN
fuelectenerg-4802	324	36	mobile	mobile	ADJ
fuelectenerg-4802	324	37	applications	application	NOUN
fuelectenerg-4802	324	38	,	,	PUNCT
fuelectenerg-4802	324	39	services	service	NOUN
fuelectenerg-4802	324	40	and	and	CCONJ
fuelectenerg-4802	324	41	technologies	technology	NOUN
fuelectenerg-4802	324	42	,	,	PUNCT
fuelectenerg-4802	324	43	2015	2015	NUM
fuelectenerg-4802	324	44	,	,	PUNCT
fuelectenerg-4802	324	45	pp	pp	ADJ
fuelectenerg-4802	324	46	.	.	PUNCT
fuelectenerg-4802	325	1	234–239	234–239	NUM
fuelectenerg-4802	325	2	.	.	PUNCT
fuelectenerg-4802	326	1	[	[	X
fuelectenerg-4802	326	2	15	15	NUM
fuelectenerg-4802	326	3	]	]	X
fuelectenerg-4802	326	4	m.	m.	NOUN
fuelectenerg-4802	326	5	tiwar	tiwar	PROPN
fuelectenerg-4802	326	6	,	,	PUNCT
fuelectenerg-4802	326	7	k.v	k.v	PROPN
fuelectenerg-4802	326	8	.	.	PROPN
fuelectenerg-4802	326	9	arya	arya	PROPN
fuelectenerg-4802	326	10	,	,	PUNCT
fuelectenerg-4802	326	11	r.	r.	PROPN
fuelectenerg-4802	326	12	choudhari	choudhari	PROPN
fuelectenerg-4802	326	13	,	,	PUNCT
fuelectenerg-4802	326	14	k.	k.	PROPN
fuelectenerg-4802	326	15	s.	s.	PROPN
fuelectenerg-4802	326	16	choudhary	choudhary	PROPN
fuelectenerg-4802	326	17	,	,	PUNCT
fuelectenerg-4802	326	18	“	"	PUNCT
fuelectenerg-4802	326	19	designing	design	VERB
fuelectenerg-4802	326	20	intrusion	intrusion	NOUN
fuelectenerg-4802	326	21	detection	detection	NOUN
fuelectenerg-4802	326	22	to	to	PART
fuelectenerg-4802	326	23	detect	detect	VERB
fuelectenerg-4802	326	24	black	black	ADJ
fuelectenerg-4802	326	25	hole	hole	NOUN
fuelectenerg-4802	326	26	and	and	CCONJ
fuelectenerg-4802	326	27	selective	selective	ADJ
fuelectenerg-4802	326	28	forwarding	forwarding	NOUN
fuelectenerg-4802	326	29	attack	attack	NOUN
fuelectenerg-4802	326	30	in	in	ADP
fuelectenerg-4802	326	31	wsn	wsn	PROPN
fuelectenerg-4802	326	32	based	base	VERB
fuelectenerg-4802	326	33	on	on	ADP
fuelectenerg-4802	326	34	local	local	ADJ
fuelectenerg-4802	326	35	information	information	NOUN
fuelectenerg-4802	326	36	”	"	PUNCT
fuelectenerg-4802	326	37	,	,	PUNCT
fuelectenerg-4802	326	38	in	in	ADP
fuelectenerg-4802	326	39	proceedings	proceeding	NOUN
fuelectenerg-4802	326	40	of	of	ADP
fuelectenerg-4802	326	41	the	the	DET
fuelectenerg-4802	326	42	4th	4th	ADJ
fuelectenerg-4802	326	43	ieee	ieee	NOUN
fuelectenerg-4802	326	44	international	international	ADJ
fuelectenerg-4802	326	45	conference	conference	NOUN
fuelectenerg-4802	326	46	on	on	ADP
fuelectenerg-4802	326	47	computer	computer	NOUN
fuelectenerg-4802	326	48	sciences	science	NOUN
fuelectenerg-4802	326	49	and	and	CCONJ
fuelectenerg-4802	326	50	convergence	convergence	NOUN
fuelectenerg-4802	326	51	information	information	NOUN
fuelectenerg-4802	326	52	technology	technology	NOUN
fuelectenerg-4802	326	53	iccit'09	iccit'09	PROPN
fuelectenerg-4802	326	54	,	,	PUNCT
fuelectenerg-4802	326	55	2009	2009	NUM
fuelectenerg-4802	326	56	,	,	PUNCT
fuelectenerg-4802	326	57	pp	pp	ADV
fuelectenerg-4802	326	58	.	.	PUNCT
fuelectenerg-4802	327	1	824–828	824–828	NUM
fuelectenerg-4802	327	2	.	.	PUNCT
fuelectenerg-4802	328	1	[	[	X
fuelectenerg-4802	328	2	16	16	NUM
fuelectenerg-4802	328	3	]	]	PUNCT
fuelectenerg-4802	328	4	a.p.r	a.p.r	ADJ
fuelectenerg-4802	328	5	.	.	PUNCT
fuelectenerg-4802	328	6	da	da	PROPN
fuelectenerg-4802	328	7	silva	silva	PROPN
fuelectenerg-4802	328	8	,	,	PUNCT
fuelectenerg-4802	328	9	et	et	PROPN
fuelectenerg-4802	328	10	al	al	PROPN
fuelectenerg-4802	328	11	,	,	PUNCT
fuelectenerg-4802	328	12	“	"	PUNCT
fuelectenerg-4802	328	13	decentralized	decentralized	ADJ
fuelectenerg-4802	328	14	intrusion	intrusion	NOUN
fuelectenerg-4802	328	15	detection	detection	NOUN
fuelectenerg-4802	328	16	in	in	ADP
fuelectenerg-4802	328	17	wireless	wireless	ADJ
fuelectenerg-4802	328	18	sensor	sensor	NOUN
fuelectenerg-4802	328	19	networks	network	NOUN
fuelectenerg-4802	328	20	”	"	PUNCT
fuelectenerg-4802	328	21	in	in	ADP
fuelectenerg-4802	328	22	proceedings	proceeding	NOUN
fuelectenerg-4802	328	23	of	of	ADP
fuelectenerg-4802	328	24	the	the	DET
fuelectenerg-4802	328	25	1st	1st	PROPN
fuelectenerg-4802	328	26	acm	acm	PROPN
fuelectenerg-4802	328	27	international	international	ADJ
fuelectenerg-4802	328	28	workshop	workshop	NOUN
fuelectenerg-4802	328	29	on	on	ADP
fuelectenerg-4802	328	30	quality	quality	NOUN
fuelectenerg-4802	328	31	of	of	ADP
fuelectenerg-4802	328	32	service	service	NOUN
fuelectenerg-4802	328	33	&	&	CCONJ
fuelectenerg-4802	328	34	security	security	NOUN
fuelectenerg-4802	328	35	in	in	ADP
fuelectenerg-4802	328	36	wireless	wireless	ADJ
fuelectenerg-4802	328	37	and	and	CCONJ
fuelectenerg-4802	328	38	mobile	mobile	ADJ
fuelectenerg-4802	328	39	networks	network	NOUN
fuelectenerg-4802	328	40	,	,	PUNCT
fuelectenerg-4802	328	41	2005	2005	NUM
fuelectenerg-4802	328	42	,	,	PUNCT
fuelectenerg-4802	328	43	pp	pp	ADP
fuelectenerg-4802	328	44	.	.	PUNCT
fuelectenerg-4802	329	1	16–23	16–23	NUM
fuelectenerg-4802	329	2	.	.	PUNCT
fuelectenerg-4802	330	1	[	[	X
fuelectenerg-4802	330	2	17	17	NUM
fuelectenerg-4802	330	3	]	]	X
fuelectenerg-4802	330	4	jong	jong	PROPN
fuelectenerg-4802	330	5	k.	k.	PROPN
fuelectenerg-4802	330	6	,	,	PUNCT
fuelectenerg-4802	330	7	marchiori	marchiori	PROPN
fuelectenerg-4802	330	8	e.	e.	PROPN
fuelectenerg-4802	330	9	,	,	PUNCT
fuelectenerg-4802	330	10	sebag	sebag	PROPN
fuelectenerg-4802	330	11	m.	m.	NOUN
fuelectenerg-4802	330	12	,	,	PUNCT
fuelectenerg-4802	330	13	van	van	PROPN
fuelectenerg-4802	330	14	der	der	PROPN
fuelectenerg-4802	330	15	vaart	vaart	PROPN
fuelectenerg-4802	330	16	a.	a.	PROPN
fuelectenerg-4802	330	17	(	(	PUNCT
fuelectenerg-4802	330	18	2004	2004	NUM
fuelectenerg-4802	330	19	)	)	PUNCT
fuelectenerg-4802	330	20	feature	feature	NOUN
fuelectenerg-4802	330	21	selection	selection	NOUN
fuelectenerg-4802	330	22	in	in	ADP
fuelectenerg-4802	330	23	proteomic	proteomic	ADJ
fuelectenerg-4802	330	24	patten	patten	ADJ
fuelectenerg-4802	330	25	data	datum	NOUN
fuelectenerg-4802	330	26	with	with	ADP
fuelectenerg-4802	330	27	support	support	NOUN
fuelectenerg-4802	330	28	vector	vector	NOUN
fuelectenerg-4802	330	29	machines	machine	NOUN
fuelectenerg-4802	330	30	.	.	PUNCT
fuelectenerg-4802	331	1	symposium	symposium	NOUN
fuelectenerg-4802	331	2	on	on	ADP
fuelectenerg-4802	331	3	computational	computational	ADJ
fuelectenerg-4802	331	4	intelligence	intelligence	NOUN
fuelectenerg-4802	331	5	in	in	ADP
fuelectenerg-4802	331	6	bioinformatics	bioinformatics	NOUN
fuelectenerg-4802	331	7	and	and	CCONJ
fuelectenerg-4802	331	8	computational	computational	ADJ
fuelectenerg-4802	331	9	biology	biology	NOUN
fuelectenerg-4802	331	10	,	,	PUNCT
fuelectenerg-4802	331	11	41–48	41–48	NUM
fuelectenerg-4802	331	12	.	.	PUNCT
fuelectenerg-4802	332	1	[	[	X
fuelectenerg-4802	332	2	18	18	NUM
fuelectenerg-4802	332	3	]	]	PUNCT
fuelectenerg-4802	332	4	j.	j.	PROPN
fuelectenerg-4802	332	5	yick	yick	PROPN
fuelectenerg-4802	332	6	,	,	PUNCT
fuelectenerg-4802	332	7	b.	b.	PROPN
fuelectenerg-4802	332	8	mukherjee	mukherjee	PROPN
fuelectenerg-4802	332	9	,	,	PUNCT
fuelectenerg-4802	332	10	d.	d.	PROPN
fuelectenerg-4802	332	11	ghosal	ghosal	PROPN
fuelectenerg-4802	332	12	,	,	PUNCT
fuelectenerg-4802	332	13	“	"	PUNCT
fuelectenerg-4802	332	14	wireless	wireless	ADJ
fuelectenerg-4802	332	15	sensor	sensor	NOUN
fuelectenerg-4802	332	16	network	network	NOUN
fuelectenerg-4802	332	17	survey	survey	NOUN
fuelectenerg-4802	332	18	”	"	PUNCT
fuelectenerg-4802	332	19	,	,	PUNCT
fuelectenerg-4802	332	20	computer	computer	NOUN
fuelectenerg-4802	332	21	networks	network	NOUN
fuelectenerg-4802	332	22	,	,	PUNCT
fuelectenerg-4802	332	23	vol	vol	NOUN
fuelectenerg-4802	332	24	.	.	PROPN
fuelectenerg-4802	332	25	52	52	NUM
fuelectenerg-4802	332	26	,	,	PUNCT
fuelectenerg-4802	332	27	pp	pp	ADJ
fuelectenerg-4802	332	28	.	.	PUNCT
fuelectenerg-4802	333	1	2292–2330	2292–2330	NUM
fuelectenerg-4802	333	2	,	,	PUNCT
fuelectenerg-4802	333	3	2008	2008	NUM
fuelectenerg-4802	333	4	.	.	PUNCT
fuelectenerg-4802	334	1	[	[	X
fuelectenerg-4802	334	2	19	19	NUM
fuelectenerg-4802	334	3	]	]	PUNCT
fuelectenerg-4802	334	4	i.	i.	PROPN
fuelectenerg-4802	334	5	f.	f.	PROPN
fuelectenerg-4802	334	6	akyildiz	akyildiz	PROPN
fuelectenerg-4802	334	7	,	,	PUNCT
fuelectenerg-4802	334	8	w.	w.	PROPN
fuelectenerg-4802	334	9	su	su	PROPN
fuelectenerg-4802	334	10	,	,	PUNCT
fuelectenerg-4802	334	11	y.	y.	PROPN
fuelectenerg-4802	334	12	sankarasubramaniam	sankarasubramaniam	PROPN
fuelectenerg-4802	334	13	,	,	PUNCT
fuelectenerg-4802	334	14	e.	e.	PROPN
fuelectenerg-4802	334	15	cayirci	cayirci	PROPN
fuelectenerg-4802	334	16	,	,	PUNCT
fuelectenerg-4802	334	17	“	"	PUNCT
fuelectenerg-4802	334	18	a	a	DET
fuelectenerg-4802	334	19	survey	survey	NOUN
fuelectenerg-4802	334	20	on	on	ADP
fuelectenerg-4802	334	21	sensor	sensor	NOUN
fuelectenerg-4802	334	22	networks	network	NOUN
fuelectenerg-4802	334	23	”	"	PUNCT
fuelectenerg-4802	334	24	,	,	PUNCT
fuelectenerg-4802	334	25	ieee	ieee	NOUN
fuelectenerg-4802	334	26	communications	communication	NOUN
fuelectenerg-4802	334	27	magazine	magazine	NOUN
fuelectenerg-4802	334	28	,	,	PUNCT
fuelectenerg-4802	334	29	vol	vol	NOUN
fuelectenerg-4802	334	30	.	.	PROPN
fuelectenerg-4802	334	31	40	40	NUM
fuelectenerg-4802	334	32	,	,	PUNCT
fuelectenerg-4802	334	33	pp	pp	ADJ
fuelectenerg-4802	334	34	.	.	PUNCT
fuelectenerg-4802	335	1	102–114	102–114	NUM
fuelectenerg-4802	335	2	,	,	PUNCT
fuelectenerg-4802	335	3	2002	2002	NUM
fuelectenerg-4802	335	4	[	[	X
fuelectenerg-4802	335	5	20	20	NUM
fuelectenerg-4802	335	6	]	]	PUNCT
fuelectenerg-4802	335	7	j.	j.	PROPN
fuelectenerg-4802	335	8	heidemann	heidemann	PROPN
fuelectenerg-4802	335	9	,	,	PUNCT
fuelectenerg-4802	335	10	et	et	PROPN
fuelectenerg-4802	335	11	al	al	PROPN
fuelectenerg-4802	335	12	,	,	PUNCT
fuelectenerg-4802	335	13	“	"	PUNCT
fuelectenerg-4802	335	14	research	research	NOUN
fuelectenerg-4802	335	15	challenges	challenge	NOUN
fuelectenerg-4802	335	16	and	and	CCONJ
fuelectenerg-4802	335	17	applications	application	NOUN
fuelectenerg-4802	335	18	for	for	ADP
fuelectenerg-4802	335	19	underwater	underwater	ADJ
fuelectenerg-4802	335	20	sensor	sensor	NOUN
fuelectenerg-4802	335	21	networking	networking	NOUN
fuelectenerg-4802	335	22	”	"	PUNCT
fuelectenerg-4802	335	23	in	in	ADP
fuelectenerg-4802	335	24	proceedings	proceeding	NOUN
fuelectenerg-4802	335	25	of	of	ADP
fuelectenerg-4802	335	26	the	the	DET
fuelectenerg-4802	335	27	ieee	ieee	NOUN
fuelectenerg-4802	335	28	wireless	wireless	NOUN
fuelectenerg-4802	335	29	communications	communication	NOUN
fuelectenerg-4802	335	30	and	and	CCONJ
fuelectenerg-4802	335	31	networking	networking	NOUN
fuelectenerg-4802	335	32	conference	conference	NOUN
fuelectenerg-4802	335	33	,	,	PUNCT
fuelectenerg-4802	335	34	wcnc	wcnc	VERB
fuelectenerg-4802	335	35	,	,	PUNCT
fuelectenerg-4802	335	36	2006	2006	NUM
fuelectenerg-4802	335	37	,	,	PUNCT
fuelectenerg-4802	335	38	pp	pp	ADV
fuelectenerg-4802	335	39	.	.	PUNCT
fuelectenerg-4802	336	1	228	228	NUM
fuelectenerg-4802	336	2	–	–	PUNCT
fuelectenerg-4802	336	3	235	235	NUM
fuelectenerg-4802	336	4	.	.	PUNCT
fuelectenerg-4802	337	1	[	[	X
fuelectenerg-4802	337	2	21	21	NUM
fuelectenerg-4802	337	3	]	]	PUNCT
fuelectenerg-4802	337	4	i.	i.	PROPN
fuelectenerg-4802	337	5	f.	f.	PROPN
fuelectenerg-4802	337	6	akyildiz	akyildiz	PROPN
fuelectenerg-4802	337	7	,	,	PUNCT
fuelectenerg-4802	337	8	t.	t.	PROPN
fuelectenerg-4802	337	9	melodia	melodia	PROPN
fuelectenerg-4802	337	10	,	,	PUNCT
fuelectenerg-4802	337	11	k.	k.	PROPN
fuelectenerg-4802	337	12	r.	r.	PROPN
fuelectenerg-4802	337	13	chowdhury	chowdhury	PROPN
fuelectenerg-4802	337	14	,	,	PUNCT
fuelectenerg-4802	337	15	“	"	PUNCT
fuelectenerg-4802	337	16	a	a	DET
fuelectenerg-4802	337	17	survey	survey	NOUN
fuelectenerg-4802	337	18	on	on	ADP
fuelectenerg-4802	337	19	wireless	wireless	ADJ
fuelectenerg-4802	337	20	multimedia	multimedia	NOUN
fuelectenerg-4802	337	21	sensor	sensor	NOUN
fuelectenerg-4802	337	22	networks	network	NOUN
fuelectenerg-4802	337	23	”	"	PUNCT
fuelectenerg-4802	337	24	,	,	PUNCT
fuelectenerg-4802	337	25	computer	computer	NOUN
fuelectenerg-4802	337	26	networks	network	NOUN
fuelectenerg-4802	337	27	,	,	PUNCT
fuelectenerg-4802	337	28	vol	vol	NOUN
fuelectenerg-4802	337	29	.	.	PROPN
fuelectenerg-4802	337	30	51	51	NUM
fuelectenerg-4802	337	31	,	,	PUNCT
fuelectenerg-4802	337	32	pp	pp	ADJ
fuelectenerg-4802	337	33	.	.	PUNCT
fuelectenerg-4802	338	1	921–960	921–960	NUM
fuelectenerg-4802	338	2	,	,	PUNCT
fuelectenerg-4802	338	3	2007	2007	NUM
fuelectenerg-4802	338	4	.	.	PUNCT
fuelectenerg-4802	339	1	[	[	X
fuelectenerg-4802	339	2	22	22	NUM
fuelectenerg-4802	339	3	]	]	PUNCT
fuelectenerg-4802	339	4	a.	a.	NOUN
fuelectenerg-4802	339	5	abduvaliyev	abduvaliyev	PROPN
fuelectenerg-4802	339	6	,	,	PUNCT
fuelectenerg-4802	339	7	a.-s	a.-s	PROPN
fuelectenerg-4802	339	8	.	.	PUNCT
fuelectenerg-4802	340	1	k.	k.	PROPN
fuelectenerg-4802	340	2	pathan	pathan	PROPN
fuelectenerg-4802	340	3	,	,	PUNCT
fuelectenerg-4802	340	4	j.	j.	PROPN
fuelectenerg-4802	340	5	zhou	zhou	PROPN
fuelectenerg-4802	340	6	,	,	PUNCT
fuelectenerg-4802	340	7	r.	r.	PROPN
fuelectenerg-4802	340	8	roman	roman	PROPN
fuelectenerg-4802	340	9	,	,	PUNCT
fuelectenerg-4802	340	10	w.-c	w.-c	PROPN
fuelectenerg-4802	340	11	.	.	PUNCT
fuelectenerg-4802	341	1	wong	wong	PROPN
fuelectenerg-4802	341	2	,	,	PUNCT
fuelectenerg-4802	341	3	“	"	PUNCT
fuelectenerg-4802	341	4	on	on	ADP
fuelectenerg-4802	341	5	the	the	DET
fuelectenerg-4802	341	6	vital	vital	ADJ
fuelectenerg-4802	341	7	areas	area	NOUN
fuelectenerg-4802	341	8	of	of	ADP
fuelectenerg-4802	341	9	intrusion	intrusion	NOUN
fuelectenerg-4802	341	10	detection	detection	NOUN
fuelectenerg-4802	341	11	systems	system	NOUN
fuelectenerg-4802	341	12	in	in	ADP
fuelectenerg-4802	341	13	wireless	wireless	ADJ
fuelectenerg-4802	341	14	sensor	sensor	NOUN
fuelectenerg-4802	341	15	networks	network	NOUN
fuelectenerg-4802	341	16	”	"	PUNCT
fuelectenerg-4802	341	17	,	,	PUNCT
fuelectenerg-4802	341	18	ieee	ieee	NOUN
fuelectenerg-4802	341	19	communications	communication	NOUN
fuelectenerg-4802	341	20	surveys	survey	NOUN
fuelectenerg-4802	341	21	&	&	CCONJ
fuelectenerg-4802	341	22	tutorials	tutorial	NOUN
fuelectenerg-4802	341	23	,	,	PUNCT
fuelectenerg-4802	341	24	vol	vol	NOUN
fuelectenerg-4802	341	25	.	.	PROPN
fuelectenerg-4802	341	26	15	15	NUM
fuelectenerg-4802	341	27	,	,	PUNCT
fuelectenerg-4802	341	28	pp	pp	ADJ
fuelectenerg-4802	341	29	.	.	PUNCT
fuelectenerg-4802	341	30	1223–1237	1223–1237	NUM
fuelectenerg-4802	341	31	,	,	PUNCT
fuelectenerg-4802	341	32	2013	2013	NUM
fuelectenerg-4802	341	33	.	.	PUNCT
fuelectenerg-4802	342	1	[	[	X
fuelectenerg-4802	342	2	23	23	NUM
fuelectenerg-4802	342	3	]	]	X
fuelectenerg-4802	342	4	y.	y.	PROPN
fuelectenerg-4802	342	5	yu	yu	PROPN
fuelectenerg-4802	342	6	,	,	PUNCT
fuelectenerg-4802	342	7	k.	k.	PROPN
fuelectenerg-4802	342	8	li	li	PROPN
fuelectenerg-4802	342	9	,	,	PUNCT
fuelectenerg-4802	342	10	w.	w.	PROPN
fuelectenerg-4802	342	11	zhou	zhou	PROPN
fuelectenerg-4802	342	12	,	,	PUNCT
fuelectenerg-4802	342	13	p.	p.	PROPN
fuelectenerg-4802	342	14	li	li	PROPN
fuelectenerg-4802	342	15	,	,	PUNCT
fuelectenerg-4802	342	16	“	"	PUNCT
fuelectenerg-4802	342	17	trust	trust	NOUN
fuelectenerg-4802	342	18	mechanisms	mechanism	NOUN
fuelectenerg-4802	342	19	in	in	ADP
fuelectenerg-4802	342	20	wireless	wireless	ADJ
fuelectenerg-4802	342	21	sensor	sensor	NOUN
fuelectenerg-4802	342	22	networks	network	NOUN
fuelectenerg-4802	342	23	:	:	PUNCT
fuelectenerg-4802	342	24	attack	attack	VERB
fuelectenerg-4802	342	25	analysis	analysis	NOUN
fuelectenerg-4802	342	26	and	and	CCONJ
fuelectenerg-4802	342	27	countermeasures	countermeasure	NOUN
fuelectenerg-4802	342	28	”	"	PUNCT
fuelectenerg-4802	342	29	,	,	PUNCT
fuelectenerg-4802	342	30	journal	journal	NOUN
fuelectenerg-4802	342	31	of	of	ADP
fuelectenerg-4802	342	32	network	network	NOUN
fuelectenerg-4802	342	33	and	and	CCONJ
fuelectenerg-4802	342	34	computer	computer	NOUN
fuelectenerg-4802	342	35	applications	application	NOUN
fuelectenerg-4802	342	36	,	,	PUNCT
fuelectenerg-4802	342	37	vol	vol	NOUN
fuelectenerg-4802	342	38	.	.	PROPN
fuelectenerg-4802	342	39	35	35	NUM
fuelectenerg-4802	342	40	,	,	PUNCT
fuelectenerg-4802	342	41	pp	pp	ADJ
fuelectenerg-4802	342	42	.	.	PUNCT
fuelectenerg-4802	343	1	867–880	867–880	NUM
fuelectenerg-4802	343	2	,	,	PUNCT
fuelectenerg-4802	343	3	2012	2012	NUM
fuelectenerg-4802	343	4	.	.	PUNCT
fuelectenerg-4802	344	1	330	330	NUM
fuelectenerg-4802	344	2	o.	o.	PROPN
fuelectenerg-4802	344	3	osanaiye	osanaiye	PROPN
fuelectenerg-4802	344	4	,	,	PUNCT
fuelectenerg-4802	344	5	o.	o.	PROPN
fuelectenerg-4802	344	6	ogundile	ogundile	PROPN
fuelectenerg-4802	344	7	,	,	PUNCT
fuelectenerg-4802	344	8	f.	f.	PROPN
fuelectenerg-4802	344	9	aina	aina	PROPN
fuelectenerg-4802	344	10	,	,	PUNCT
fuelectenerg-4802	344	11	a.	a.	PROPN
fuelectenerg-4802	344	12	periola	periola	PROPN
fuelectenerg-4802	345	1	[	[	X
fuelectenerg-4802	345	2	24	24	NUM
fuelectenerg-4802	345	3	]	]	X
fuelectenerg-4802	345	4	c.c	c.c	PROPN
fuelectenerg-4802	345	5	.	.	PROPN
fuelectenerg-4802	345	6	su	su	PROPN
fuelectenerg-4802	345	7	,	,	PUNCT
fuelectenerg-4802	345	8	k.m	k.m	PROPN
fuelectenerg-4802	345	9	.	.	PROPN
fuelectenerg-4802	345	10	chang	chang	PROPN
fuelectenerg-4802	345	11	,	,	PUNCT
fuelectenerg-4802	345	12	y.h	y.h	PROPN
fuelectenerg-4802	345	13	.	.	PROPN
fuelectenerg-4802	345	14	kuo	kuo	PROPN
fuelectenerg-4802	345	15	,	,	PUNCT
fuelectenerg-4802	345	16	m.f	m.f	PROPN
fuelectenerg-4802	345	17	.	.	PROPN
fuelectenerg-4802	345	18	horng	horng	PROPN
fuelectenerg-4802	345	19	,	,	PUNCT
fuelectenerg-4802	345	20	“	"	PUNCT
fuelectenerg-4802	345	21	the	the	DET
fuelectenerg-4802	345	22	new	new	ADJ
fuelectenerg-4802	345	23	intrusion	intrusion	NOUN
fuelectenerg-4802	345	24	prevention	prevention	NOUN
fuelectenerg-4802	345	25	and	and	CCONJ
fuelectenerg-4802	345	26	detection	detection	NOUN
fuelectenerg-4802	345	27	approaches	approach	NOUN
fuelectenerg-4802	345	28	for	for	ADP
fuelectenerg-4802	345	29	clustering	cluster	VERB
fuelectenerg-4802	345	30	-	-	PUNCT
fuelectenerg-4802	345	31	based	base	VERB
fuelectenerg-4802	345	32	sensor	sensor	NOUN
fuelectenerg-4802	345	33	networks	network	NOUN
fuelectenerg-4802	345	34	”	"	PUNCT
fuelectenerg-4802	345	35	,	,	PUNCT
fuelectenerg-4802	345	36	in	in	ADP
fuelectenerg-4802	345	37	proceedings	proceeding	NOUN
fuelectenerg-4802	345	38	of	of	ADP
fuelectenerg-4802	345	39	the	the	DET
fuelectenerg-4802	345	40	ieee	ieee	NOUN
fuelectenerg-4802	345	41	wireless	wireless	NOUN
fuelectenerg-4802	345	42	communications	communication	NOUN
fuelectenerg-4802	345	43	and	and	CCONJ
fuelectenerg-4802	345	44	networking	networking	NOUN
fuelectenerg-4802	345	45	conference	conference	NOUN
fuelectenerg-4802	345	46	,	,	PUNCT
fuelectenerg-4802	345	47	vol	vol	NOUN
fuelectenerg-4802	345	48	.	.	PROPN
fuelectenerg-4802	345	49	4	4	NUM
fuelectenerg-4802	345	50	,	,	PUNCT
fuelectenerg-4802	345	51	2015	2015	NUM
fuelectenerg-4802	345	52	,	,	PUNCT
fuelectenerg-4802	345	53	pp	pp	ADJ
fuelectenerg-4802	345	54	.	.	PUNCT
fuelectenerg-4802	345	55	1927–1932	1927–1932	NUM
fuelectenerg-4802	345	56	.	.	PUNCT
fuelectenerg-4802	346	1	[	[	X
fuelectenerg-4802	346	2	25	25	NUM
fuelectenerg-4802	346	3	]	]	PUNCT
fuelectenerg-4802	346	4	m.	m.	NOUN
fuelectenerg-4802	346	5	h.	h.	PROPN
fuelectenerg-4802	346	6	anisi	anisi	PROPN
fuelectenerg-4802	346	7	,	,	PUNCT
fuelectenerg-4802	346	8	a.	a.	PROPN
fuelectenerg-4802	346	9	h.	h.	PROPN
fuelectenerg-4802	346	10	abdullah	abdullah	PROPN
fuelectenerg-4802	346	11	,	,	PUNCT
fuelectenerg-4802	346	12	s.	s.	PROPN
fuelectenerg-4802	346	13	a.	a.	PROPN
fuelectenerg-4802	346	14	razak	razak	PROPN
fuelectenerg-4802	346	15	,	,	PUNCT
fuelectenerg-4802	346	16	“	"	PUNCT
fuelectenerg-4802	346	17	energy	energy	NOUN
fuelectenerg-4802	346	18	-	-	PUNCT
fuelectenerg-4802	346	19	efficient	efficient	ADJ
fuelectenerg-4802	346	20	and	and	CCONJ
fuelectenerg-4802	346	21	reliable	reliable	ADJ
fuelectenerg-4802	346	22	data	data	NOUN
fuelectenerg-4802	346	23	delivery	delivery	NOUN
fuelectenerg-4802	346	24	in	in	ADP
fuelectenerg-4802	346	25	wireless	wireless	ADJ
fuelectenerg-4802	346	26	sensor	sensor	NOUN
fuelectenerg-4802	346	27	networks	network	NOUN
fuelectenerg-4802	346	28	”	"	PUNCT
fuelectenerg-4802	346	29	,	,	PUNCT
fuelectenerg-4802	346	30	wireless	wireless	ADJ
fuelectenerg-4802	346	31	networks	network	NOUN
fuelectenerg-4802	346	32	,	,	PUNCT
fuelectenerg-4802	346	33	vol	vol	NOUN
fuelectenerg-4802	346	34	.	.	PROPN
fuelectenerg-4802	346	35	19	19	NUM
fuelectenerg-4802	346	36	,	,	PUNCT
fuelectenerg-4802	346	37	pp	pp	ADJ
fuelectenerg-4802	346	38	.	.	PUNCT
fuelectenerg-4802	347	1	495–505	495–505	NUM
fuelectenerg-4802	347	2	.	.	PUNCT
fuelectenerg-4802	348	1	[	[	X
fuelectenerg-4802	348	2	26	26	NUM
fuelectenerg-4802	348	3	]	]	PUNCT
fuelectenerg-4802	348	4	p.	p.	NOUN
fuelectenerg-4802	348	5	kuila	kuila	PROPN
fuelectenerg-4802	348	6	,	,	PUNCT
fuelectenerg-4802	348	7	p.k	p.k	PROPN
fuelectenerg-4802	348	8	.	.	PROPN
fuelectenerg-4802	348	9	jana	jana	PROPN
fuelectenerg-4802	348	10	,	,	PUNCT
fuelectenerg-4802	348	11	“	"	PUNCT
fuelectenerg-4802	348	12	energy	energy	NOUN
fuelectenerg-4802	348	13	efficient	efficient	ADJ
fuelectenerg-4802	348	14	loadbalanced	loadbalanced	ADJ
fuelectenerg-4802	348	15	clustering	cluster	VERB
fuelectenerg-4802	348	16	algorithm	algorithm	NOUN
fuelectenerg-4802	348	17	for	for	ADP
fuelectenerg-4802	348	18	wireless	wireless	ADJ
fuelectenerg-4802	348	19	sensor	sensor	NOUN
fuelectenerg-4802	348	20	networks	network	NOUN
fuelectenerg-4802	348	21	”	"	PUNCT
fuelectenerg-4802	348	22	,	,	PUNCT
fuelectenerg-4802	348	23	procedia	procedia	NOUN
fuelectenerg-4802	348	24	technology	technology	NOUN
fuelectenerg-4802	348	25	,	,	PUNCT
fuelectenerg-4802	348	26	vol	vol	NOUN
fuelectenerg-4802	348	27	.	.	PROPN
fuelectenerg-4802	349	1	6	6	NUM
fuelectenerg-4802	349	2	,	,	PUNCT
fuelectenerg-4802	349	3	pp	pp	ADJ
fuelectenerg-4802	349	4	.	.	PUNCT
fuelectenerg-4802	350	1	771–777	771–777	NUM
fuelectenerg-4802	350	2	,	,	PUNCT
fuelectenerg-4802	350	3	2012	2012	NUM
fuelectenerg-4802	350	4	.	.	PUNCT
fuelectenerg-4802	351	1	[	[	X
fuelectenerg-4802	351	2	27	27	NUM
fuelectenerg-4802	351	3	]	]	PUNCT
fuelectenerg-4802	351	4	p.	p.	NOUN
fuelectenerg-4802	351	5	kuila	kuila	PROPN
fuelectenerg-4802	351	6	,	,	PUNCT
fuelectenerg-4802	351	7	s.	s.	PROPN
fuelectenerg-4802	351	8	k.	k.	PROPN
fuelectenerg-4802	351	9	gupta	gupta	PROPN
fuelectenerg-4802	351	10	,	,	PUNCT
fuelectenerg-4802	351	11	p.k	p.k	PROPN
fuelectenerg-4802	351	12	.	.	PROPN
fuelectenerg-4802	351	13	jana	jana	PROPN
fuelectenerg-4802	351	14	,	,	PUNCT
fuelectenerg-4802	351	15	“	"	PUNCT
fuelectenerg-4802	351	16	a	a	DET
fuelectenerg-4802	351	17	novel	novel	ADJ
fuelectenerg-4802	351	18	evolutionary	evolutionary	ADJ
fuelectenerg-4802	351	19	approach	approach	NOUN
fuelectenerg-4802	351	20	for	for	ADP
fuelectenerg-4802	351	21	load	load	NOUN
fuelectenerg-4802	351	22	balanced	balanced	ADJ
fuelectenerg-4802	351	23	clustering	clustering	ADJ
fuelectenerg-4802	351	24	problem	problem	NOUN
fuelectenerg-4802	351	25	for	for	ADP
fuelectenerg-4802	351	26	wireless	wireless	ADJ
fuelectenerg-4802	351	27	sensor	sensor	NOUN
fuelectenerg-4802	351	28	networks	network	NOUN
fuelectenerg-4802	351	29	”	"	PUNCT
fuelectenerg-4802	351	30	,	,	PUNCT
fuelectenerg-4802	351	31	swarm	swarm	NOUN
fuelectenerg-4802	351	32	and	and	CCONJ
fuelectenerg-4802	351	33	evolutionary	evolutionary	ADJ
fuelectenerg-4802	351	34	computation	computation	NOUN
fuelectenerg-4802	351	35	,	,	PUNCT
fuelectenerg-4802	351	36	vol	vol	NOUN
fuelectenerg-4802	351	37	.	.	PROPN
fuelectenerg-4802	351	38	12	12	NUM
fuelectenerg-4802	351	39	,	,	PUNCT
fuelectenerg-4802	351	40	pp	pp	ADJ
fuelectenerg-4802	351	41	.	.	PUNCT
fuelectenerg-4802	351	42	48–56	48–56	NUM
fuelectenerg-4802	351	43	,	,	PUNCT
fuelectenerg-4802	351	44	2013	2013	NUM
fuelectenerg-4802	351	45	.	.	PUNCT
fuelectenerg-4802	352	1	[	[	X
fuelectenerg-4802	352	2	28	28	NUM
fuelectenerg-4802	352	3	]	]	X
fuelectenerg-4802	352	4	p.	p.	NOUN
fuelectenerg-4802	352	5	kuila	kuila	PROPN
fuelectenerg-4802	352	6	,	,	PUNCT
fuelectenerg-4802	352	7	p.k	p.k	PROPN
fuelectenerg-4802	352	8	.	.	PROPN
fuelectenerg-4802	352	9	jana	jana	PROPN
fuelectenerg-4802	352	10	,	,	PUNCT
fuelectenerg-4802	352	11	“	"	PUNCT
fuelectenerg-4802	352	12	approximation	approximation	NOUN
fuelectenerg-4802	352	13	schemes	scheme	NOUN
fuelectenerg-4802	352	14	for	for	ADP
fuelectenerg-4802	352	15	load	load	NOUN
fuelectenerg-4802	352	16	balanced	balanced	ADJ
fuelectenerg-4802	352	17	clustering	clustering	NOUN
fuelectenerg-4802	352	18	in	in	ADP
fuelectenerg-4802	352	19	wireless	wireless	ADJ
fuelectenerg-4802	352	20	sensor	sensor	NOUN
fuelectenerg-4802	352	21	networks	network	NOUN
fuelectenerg-4802	352	22	”	"	PUNCT
fuelectenerg-4802	352	23	,	,	PUNCT
fuelectenerg-4802	352	24	journal	journal	NOUN
fuelectenerg-4802	352	25	of	of	ADP
fuelectenerg-4802	352	26	supercomputing	supercomputing	NOUN
fuelectenerg-4802	352	27	,	,	PUNCT
fuelectenerg-4802	352	28	vol	vol	NOUN
fuelectenerg-4802	352	29	.	.	PROPN
fuelectenerg-4802	352	30	68	68	NUM
fuelectenerg-4802	352	31	,	,	PUNCT
fuelectenerg-4802	352	32	pp	pp	ADJ
fuelectenerg-4802	352	33	.	.	PUNCT
fuelectenerg-4802	353	1	87–105	87–105	NUM
fuelectenerg-4802	353	2	,	,	PUNCT
fuelectenerg-4802	353	3	2014	2014	NUM
fuelectenerg-4802	353	4	.	.	PUNCT
fuelectenerg-4802	354	1	[	[	X
fuelectenerg-4802	354	2	29	29	NUM
fuelectenerg-4802	354	3	]	]	X
fuelectenerg-4802	354	4	r.	r.	PROPN
fuelectenerg-4802	354	5	xie	xie	PROPN
fuelectenerg-4802	354	6	,	,	PUNCT
fuelectenerg-4802	354	7	x.	x.	PROPN
fuelectenerg-4802	354	8	jia	jia	PROPN
fuelectenerg-4802	354	9	,	,	PUNCT
fuelectenerg-4802	354	10	“	"	PUNCT
fuelectenerg-4802	354	11	transmission	transmission	NOUN
fuelectenerg-4802	354	12	-	-	PUNCT
fuelectenerg-4802	354	13	efficient	efficient	ADJ
fuelectenerg-4802	354	14	clustering	clustering	NOUN
fuelectenerg-4802	354	15	method	method	NOUN
fuelectenerg-4802	354	16	for	for	ADP
fuelectenerg-4802	354	17	wireless	wireless	ADJ
fuelectenerg-4802	354	18	sensor	sensor	NOUN
fuelectenerg-4802	354	19	networks	network	NOUN
fuelectenerg-4802	354	20	using	use	VERB
fuelectenerg-4802	354	21	compressive	compressive	ADJ
fuelectenerg-4802	354	22	sensing	sensing	NOUN
fuelectenerg-4802	354	23	”	"	PUNCT
fuelectenerg-4802	354	24	,	,	PUNCT
fuelectenerg-4802	354	25	ieee	ieee	PROPN
fuelectenerg-4802	354	26	trans	trans	PROPN
fuelectenerg-4802	354	27	.	.	PUNCT
fuelectenerg-4802	355	1	parallel	parallel	ADJ
fuelectenerg-4802	355	2	distrib	distrib	PROPN
fuelectenerg-4802	355	3	.	.	PUNCT
fuelectenerg-4802	356	1	syst	syst	PROPN
fuelectenerg-4802	356	2	.	.	PROPN
fuelectenerg-4802	356	3	,	,	PUNCT
fuelectenerg-4802	356	4	vol	vol	NOUN
fuelectenerg-4802	356	5	.	.	PROPN
fuelectenerg-4802	356	6	25	25	NUM
fuelectenerg-4802	356	7	,	,	PUNCT
fuelectenerg-4802	356	8	pp	pp	ADJ
fuelectenerg-4802	356	9	.	.	PUNCT
fuelectenerg-4802	357	1	806–815	806–815	NUM
fuelectenerg-4802	357	2	,	,	PUNCT
fuelectenerg-4802	357	3	2014	2014	NUM
fuelectenerg-4802	357	4	.	.	PUNCT
fuelectenerg-4802	358	1	[	[	X
fuelectenerg-4802	358	2	30	30	NUM
fuelectenerg-4802	358	3	]	]	X
fuelectenerg-4802	358	4	o.	o.	NOUN
fuelectenerg-4802	358	5	a.	a.	PROPN
fuelectenerg-4802	358	6	osanaiye	osanaiye	PROPN
fuelectenerg-4802	358	7	,	,	PUNCT
fuelectenerg-4802	358	8	ddos	ddo	VERB
fuelectenerg-4802	358	9	defence	defence	NOUN
fuelectenerg-4802	358	10	for	for	ADP
fuelectenerg-4802	358	11	service	service	NOUN
fuelectenerg-4802	358	12	availability	availability	NOUN
fuelectenerg-4802	358	13	in	in	ADP
fuelectenerg-4802	358	14	cloud	cloud	NOUN
fuelectenerg-4802	358	15	computing	computing	NOUN
fuelectenerg-4802	358	16	.	.	PUNCT
fuelectenerg-4802	359	1	doctoral	doctoral	ADJ
fuelectenerg-4802	359	2	dissertation	dissertation	NOUN
fuelectenerg-4802	359	3	,	,	PUNCT
fuelectenerg-4802	359	4	university	university	NOUN
fuelectenerg-4802	359	5	of	of	ADP
fuelectenerg-4802	359	6	cape	cape	NOUN
fuelectenerg-4802	359	7	town	town	NOUN
fuelectenerg-4802	359	8	,	,	PUNCT
fuelectenerg-4802	359	9	2016	2016	NUM
fuelectenerg-4802	359	10	.	.	PUNCT
fuelectenerg-4802	360	1	[	[	X
fuelectenerg-4802	360	2	31	31	NUM
fuelectenerg-4802	360	3	]	]	X
fuelectenerg-4802	360	4	v.	v.	ADP
fuelectenerg-4802	360	5	bolon	bolon	NOUN
fuelectenerg-4802	360	6	-	-	PUNCT
fuelectenerg-4802	360	7	canedo	canedo	PROPN
fuelectenerg-4802	360	8	,	,	PUNCT
fuelectenerg-4802	360	9	n.	n.	PROPN
fuelectenerg-4802	360	10	sanchez	sanchez	PROPN
fuelectenerg-4802	360	11	-	-	PUNCT
fuelectenerg-4802	360	12	marono	marono	PROPN
fuelectenerg-4802	360	13	,	,	PUNCT
fuelectenerg-4802	360	14	a.	a.	NOUN
fuelectenerg-4802	360	15	alonso	alonso	PROPN
fuelectenerg-4802	360	16	-	-	PUNCT
fuelectenerg-4802	360	17	betanzos	betanzo	NOUN
fuelectenerg-4802	360	18	,	,	PUNCT
fuelectenerg-4802	360	19	“	"	PUNCT
fuelectenerg-4802	360	20	a	a	DET
fuelectenerg-4802	360	21	review	review	NOUN
fuelectenerg-4802	360	22	of	of	ADP
fuelectenerg-4802	360	23	feature	feature	NOUN
fuelectenerg-4802	360	24	selection	selection	NOUN
fuelectenerg-4802	360	25	methods	method	NOUN
fuelectenerg-4802	360	26	on	on	ADP
fuelectenerg-4802	360	27	synthetic	synthetic	ADJ
fuelectenerg-4802	360	28	data	datum	NOUN
fuelectenerg-4802	360	29	”	"	PUNCT
fuelectenerg-4802	360	30	,	,	PUNCT
fuelectenerg-4802	360	31	knowledge	knowledge	NOUN
fuelectenerg-4802	360	32	and	and	CCONJ
fuelectenerg-4802	360	33	information	information	NOUN
fuelectenerg-4802	360	34	systems	system	NOUN
fuelectenerg-4802	360	35	,	,	PUNCT
fuelectenerg-4802	360	36	vol	vol	NOUN
fuelectenerg-4802	360	37	.	.	PROPN
fuelectenerg-4802	361	1	34	34	NUM
fuelectenerg-4802	361	2	,	,	PUNCT
fuelectenerg-4802	361	3	no	no	INTJ
fuelectenerg-4802	361	4	.	.	NOUN
fuelectenerg-4802	361	5	3	3	NUM
fuelectenerg-4802	361	6	,	,	PUNCT
fuelectenerg-4802	361	7	pp	pp	ADJ
fuelectenerg-4802	361	8	.	.	PUNCT
fuelectenerg-4802	362	1	483–519	483–519	NUM
fuelectenerg-4802	362	2	,	,	PUNCT
fuelectenerg-4802	362	3	2013	2013	NUM
fuelectenerg-4802	362	4	.	.	PUNCT
fuelectenerg-4802	363	1	[	[	X
fuelectenerg-4802	363	2	32	32	NUM
fuelectenerg-4802	363	3	]	]	PUNCT
fuelectenerg-4802	363	4	c.	c.	PROPN
fuelectenerg-4802	363	5	j.	j.	PROPN
fuelectenerg-4802	363	6	mantas	mantas	PROPN
fuelectenerg-4802	363	7	,	,	PUNCT
fuelectenerg-4802	363	8	j.	j.	PROPN
fuelectenerg-4802	363	9	abellan	abellan	NOUN
fuelectenerg-4802	363	10	,	,	PUNCT
fuelectenerg-4802	363	11	“	"	PUNCT
fuelectenerg-4802	363	12	credal	credal	NOUN
fuelectenerg-4802	363	13	-	-	PUNCT
fuelectenerg-4802	363	14	c4	c4	NOUN
fuelectenerg-4802	363	15	.	.	PUNCT
fuelectenerg-4802	364	1	5	5	NUM
fuelectenerg-4802	364	2	decision	decision	NOUN
fuelectenerg-4802	364	3	tree	tree	NOUN
fuelectenerg-4802	364	4	based	base	VERB
fuelectenerg-4802	364	5	on	on	ADP
fuelectenerg-4802	364	6	imprecise	imprecise	ADJ
fuelectenerg-4802	364	7	probabilities	probability	NOUN
fuelectenerg-4802	364	8	to	to	PART
fuelectenerg-4802	364	9	classify	classify	VERB
fuelectenerg-4802	364	10	noisy	noisy	ADJ
fuelectenerg-4802	364	11	data	datum	NOUN
fuelectenerg-4802	364	12	”	"	PUNCT
fuelectenerg-4802	364	13	,	,	PUNCT
fuelectenerg-4802	364	14	expert	expert	NOUN
fuelectenerg-4802	364	15	systems	system	NOUN
fuelectenerg-4802	364	16	with	with	ADP
fuelectenerg-4802	364	17	applications	application	NOUN
fuelectenerg-4802	364	18	,	,	PUNCT
fuelectenerg-4802	364	19	vol	vol	NOUN
fuelectenerg-4802	364	20	.	.	PROPN
fuelectenerg-4802	364	21	41	41	NUM
fuelectenerg-4802	364	22	,	,	PUNCT
fuelectenerg-4802	364	23	pp	pp	ADJ
fuelectenerg-4802	364	24	.	.	PUNCT
fuelectenerg-4802	365	1	4625–4637	4625–4637	NUM
fuelectenerg-4802	365	2	,	,	PUNCT
fuelectenerg-4802	365	3	2014	2014	NUM
fuelectenerg-4802	365	4	.	.	PUNCT
fuelectenerg-4802	366	1	[	[	X
fuelectenerg-4802	366	2	33	33	NUM
fuelectenerg-4802	366	3	]	]	X
fuelectenerg-4802	366	4	h.f	h.f	PROPN
fuelectenerg-4802	366	5	.	.	PROPN
fuelectenerg-4802	366	6	eid	eid	PROPN
fuelectenerg-4802	366	7	,	,	PUNCT
fuelectenerg-4802	366	8	a.e	a.e	PROPN
fuelectenerg-4802	366	9	.	.	PROPN
fuelectenerg-4802	366	10	hassanien	hassanien	PROPN
fuelectenerg-4802	366	11	,	,	PUNCT
fuelectenerg-4802	366	12	t.h	t.h	PROPN
fuelectenerg-4802	366	13	.	.	PROPN
fuelectenerg-4802	366	14	kim	kim	PROPN
fuelectenerg-4802	366	15	,	,	PUNCT
fuelectenerg-4802	366	16	s.	s.	PROPN
fuelectenerg-4802	366	17	banerjee	banerjee	PROPN
fuelectenerg-4802	366	18	,	,	PUNCT
fuelectenerg-4802	366	19	“	"	PUNCT
fuelectenerg-4802	366	20	linear	linear	ADJ
fuelectenerg-4802	366	21	correlation	correlation	NOUN
fuelectenerg-4802	366	22	-	-	PUNCT
fuelectenerg-4802	366	23	based	base	VERB
fuelectenerg-4802	366	24	feature	feature	NOUN
fuelectenerg-4802	366	25	selection	selection	NOUN
fuelectenerg-4802	366	26	for	for	ADP
fuelectenerg-4802	366	27	network	network	NOUN
fuelectenerg-4802	366	28	intrusion	intrusion	PROPN
fuelectenerg-4802	366	29	detection	detection	NOUN
fuelectenerg-4802	366	30	model	model	NOUN
fuelectenerg-4802	366	31	”	"	PUNCT
fuelectenerg-4802	366	32	,	,	PUNCT
fuelectenerg-4802	366	33	in	in	ADP
fuelectenerg-4802	366	34	advances	advance	NOUN
fuelectenerg-4802	366	35	in	in	ADP
fuelectenerg-4802	366	36	security	security	NOUN
fuelectenerg-4802	366	37	of	of	ADP
fuelectenerg-4802	366	38	information	information	NOUN
fuelectenerg-4802	366	39	and	and	CCONJ
fuelectenerg-4802	366	40	communication	communication	NOUN
fuelectenerg-4802	366	41	networks	network	NOUN
fuelectenerg-4802	366	42	,	,	PUNCT
fuelectenerg-4802	366	43	pp	pp	ADV
fuelectenerg-4802	366	44	.	.	PUNCT
fuelectenerg-4802	367	1	240–248	240–248	NUM
fuelectenerg-4802	367	2	,	,	PUNCT
fuelectenerg-4802	367	3	2013	2013	NUM
fuelectenerg-4802	367	4	.	.	PUNCT
fuelectenerg-4802	368	1	[	[	X
fuelectenerg-4802	368	2	34	34	NUM
fuelectenerg-4802	368	3	]	]	X
fuelectenerg-4802	368	4	m.b	m.b	PROPN
fuelectenerg-4802	368	5	.	.	PROPN
fuelectenerg-4802	368	6	yassein	yassein	PROPN
fuelectenerg-4802	368	7	,	,	PUNCT
fuelectenerg-4802	368	8	y.	y.	PROPN
fuelectenerg-4802	368	9	khamayseh	khamayseh	PROPN
fuelectenerg-4802	368	10	,	,	PUNCT
fuelectenerg-4802	368	11	m.	m.	NOUN
fuelectenerg-4802	368	12	abujazoh	abujazoh	NOUN
fuelectenerg-4802	368	13	,	,	PUNCT
fuelectenerg-4802	368	14	“	"	PUNCT
fuelectenerg-4802	368	15	feature	feature	NOUN
fuelectenerg-4802	368	16	selection	selection	NOUN
fuelectenerg-4802	368	17	for	for	ADP
fuelectenerg-4802	368	18	black	black	ADJ
fuelectenerg-4802	368	19	hole	hole	NOUN
fuelectenerg-4802	368	20	attacks	attack	NOUN
fuelectenerg-4802	368	21	”	"	PUNCT
fuelectenerg-4802	368	22	,	,	PUNCT
fuelectenerg-4802	368	23	journal	journal	NOUN
fuelectenerg-4802	368	24	of	of	ADP
fuelectenerg-4802	368	25	universal	universal	ADJ
fuelectenerg-4802	368	26	computer	computer	NOUN
fuelectenerg-4802	368	27	science	science	NOUN
fuelectenerg-4802	368	28	,	,	PUNCT
fuelectenerg-4802	368	29	vol	vol	NOUN
fuelectenerg-4802	368	30	.	.	PROPN
fuelectenerg-4802	368	31	22	22	NUM
fuelectenerg-4802	368	32	,	,	PUNCT
fuelectenerg-4802	368	33	no	no	INTJ
fuelectenerg-4802	368	34	.	.	NOUN
fuelectenerg-4802	368	35	4	4	NUM
fuelectenerg-4802	368	36	,	,	PUNCT
fuelectenerg-4802	368	37	pp	pp	ADJ
fuelectenerg-4802	368	38	.	.	PUNCT
fuelectenerg-4802	369	1	521–536	521–536	NUM
fuelectenerg-4802	369	2	,	,	PUNCT
fuelectenerg-4802	369	3	2016	2016	NUM
fuelectenerg-4802	369	4	.	.	PUNCT
fuelectenerg-4802	370	1	[	[	X
fuelectenerg-4802	370	2	35	35	NUM
fuelectenerg-4802	370	3	]	]	PUNCT
fuelectenerg-4802	370	4	j.	j.	PROPN
fuelectenerg-4802	370	5	gehrke	gehrke	PROPN
fuelectenerg-4802	370	6	,	,	PUNCT
fuelectenerg-4802	370	7	v.	v.	CCONJ
fuelectenerg-4802	370	8	ganti	ganti	PROPN
fuelectenerg-4802	370	9	,	,	PUNCT
fuelectenerg-4802	370	10	r.	r.	PROPN
fuelectenerg-4802	370	11	ramakrishnan	ramakrishnan	PROPN
fuelectenerg-4802	370	12	,	,	PUNCT
fuelectenerg-4802	370	13	w.y	w.y	PROPN
fuelectenerg-4802	370	14	.	.	PUNCT
fuelectenerg-4802	371	1	loh	loh	PROPN
fuelectenerg-4802	371	2	,	,	PUNCT
fuelectenerg-4802	371	3	“	"	PUNCT
fuelectenerg-4802	371	4	boat	boat	NOUN
fuelectenerg-4802	371	5	-	-	PUNCT
fuelectenerg-4802	371	6	optimistic	optimistic	ADJ
fuelectenerg-4802	371	7	decision	decision	NOUN
fuelectenerg-4802	371	8	tree	tree	NOUN
fuelectenerg-4802	371	9	construction	construction	NOUN
fuelectenerg-4802	371	10	”	"	PUNCT
fuelectenerg-4802	371	11	in	in	ADP
fuelectenerg-4802	371	12	acm	acm	PROPN
fuelectenerg-4802	371	13	sigmod	sigmod	PROPN
fuelectenerg-4802	371	14	record	record	NOUN
fuelectenerg-4802	371	15	,	,	PUNCT
fuelectenerg-4802	371	16	vol	vol	NOUN
fuelectenerg-4802	371	17	.	.	PROPN
fuelectenerg-4802	371	18	28	28	NUM
fuelectenerg-4802	371	19	,	,	PUNCT
fuelectenerg-4802	371	20	pp	pp	ADJ
fuelectenerg-4802	371	21	.	.	PUNCT
fuelectenerg-4802	372	1	169–180	169–180	NUM
fuelectenerg-4802	372	2	,	,	PUNCT
fuelectenerg-4802	372	3	1999	1999	NUM
fuelectenerg-4802	372	4	.	.	PUNCT
fuelectenerg-4802	373	1	[	[	X
fuelectenerg-4802	373	2	36	36	NUM
fuelectenerg-4802	373	3	]	]	X
fuelectenerg-4802	373	4	n.	n.	PROPN
fuelectenerg-4802	373	5	sanchez	sanchez	PROPN
fuelectenerg-4802	373	6	-	-	PUNCT
fuelectenerg-4802	373	7	marono	marono	PROPN
fuelectenerg-4802	373	8	,	,	PUNCT
fuelectenerg-4802	373	9	a.	a.	NOUN
fuelectenerg-4802	373	10	alonso	alonso	PROPN
fuelectenerg-4802	373	11	-	-	PUNCT
fuelectenerg-4802	373	12	betanzos	betanzo	NOUN
fuelectenerg-4802	373	13	,	,	PUNCT
fuelectenerg-4802	373	14	m.	m.	NOUN
fuelectenerg-4802	373	15	tombilla	tombilla	PROPN
fuelectenerg-4802	373	16	-	-	PUNCT
fuelectenerg-4802	373	17	sanroman	sanroman	NOUN
fuelectenerg-4802	373	18	,	,	PUNCT
fuelectenerg-4802	373	19	“	"	PUNCT
fuelectenerg-4802	373	20	filter	filter	NOUN
fuelectenerg-4802	373	21	methods	method	NOUN
fuelectenerg-4802	373	22	for	for	ADP
fuelectenerg-4802	373	23	feature	feature	NOUN
fuelectenerg-4802	373	24	selection	selection	NOUN
fuelectenerg-4802	373	25	a	a	DET
fuelectenerg-4802	373	26	comparative	comparative	ADJ
fuelectenerg-4802	373	27	study	study	NOUN
fuelectenerg-4802	373	28	”	"	PUNCT
fuelectenerg-4802	373	29	,	,	PUNCT
fuelectenerg-4802	373	30	intelligent	intelligent	ADJ
fuelectenerg-4802	373	31	data	datum	NOUN
fuelectenerg-4802	373	32	engineering	engineering	NOUN
fuelectenerg-4802	373	33	and	and	CCONJ
fuelectenerg-4802	373	34	automated	automated	ADJ
fuelectenerg-4802	373	35	learning	learning	NOUN
fuelectenerg-4802	373	36	-	-	PUNCT
fuelectenerg-4802	373	37	ideal	ideal	NOUN
fuelectenerg-4802	373	38	,	,	PUNCT
fuelectenerg-4802	373	39	pp	pp	ADJ
fuelectenerg-4802	373	40	.	.	PUNCT
fuelectenerg-4802	374	1	178	178	NUM
fuelectenerg-4802	374	2	-	-	SYM
fuelectenerg-4802	374	3	187	187	NUM
fuelectenerg-4802	374	4	,	,	PUNCT
fuelectenerg-4802	374	5	2007	2007	NUM
fuelectenerg-4802	374	6	.	.	PUNCT
fuelectenerg-4802	375	1	[	[	X
fuelectenerg-4802	375	2	37	37	NUM
fuelectenerg-4802	375	3	]	]	X
fuelectenerg-4802	375	4	n.	n.	NOUN
fuelectenerg-4802	375	5	sengupta	sengupta	PROPN
fuelectenerg-4802	375	6	,	,	PUNCT
fuelectenerg-4802	375	7	j.	j.	PROPN
fuelectenerg-4802	375	8	sen	sen	PROPN
fuelectenerg-4802	375	9	,	,	PUNCT
fuelectenerg-4802	375	10	j.	j.	PROPN
fuelectenerg-4802	375	11	sil	sil	PROPN
fuelectenerg-4802	375	12	,	,	PUNCT
fuelectenerg-4802	375	13	m.	m.	NOUN
fuelectenerg-4802	375	14	saha	saha	PROPN
fuelectenerg-4802	375	15	,	,	PUNCT
fuelectenerg-4802	375	16	“	"	PUNCT
fuelectenerg-4802	375	17	designing	design	VERB
fuelectenerg-4802	375	18	of	of	ADP
fuelectenerg-4802	375	19	on	on	ADP
fuelectenerg-4802	375	20	line	line	NOUN
fuelectenerg-4802	375	21	intrusion	intrusion	NOUN
fuelectenerg-4802	375	22	detection	detection	NOUN
fuelectenerg-4802	375	23	system	system	NOUN
fuelectenerg-4802	375	24	using	use	VERB
fuelectenerg-4802	375	25	rough	rough	ADJ
fuelectenerg-4802	375	26	set	set	NOUN
fuelectenerg-4802	375	27	theory	theory	NOUN
fuelectenerg-4802	375	28	and	and	CCONJ
fuelectenerg-4802	375	29	q	q	NOUN
fuelectenerg-4802	375	30	-	-	PUNCT
fuelectenerg-4802	375	31	learning	learn	VERB
fuelectenerg-4802	375	32	algorithm	algorithm	NOUN
fuelectenerg-4802	375	33	”	"	PUNCT
fuelectenerg-4802	375	34	,	,	PUNCT
fuelectenerg-4802	375	35	neurocomputing	neurocomputing	NOUN
fuelectenerg-4802	375	36	,	,	PUNCT
fuelectenerg-4802	375	37	vol	vol	NOUN
fuelectenerg-4802	375	38	.	.	NOUN
fuelectenerg-4802	375	39	111	111	NUM
fuelectenerg-4802	375	40	,	,	PUNCT
fuelectenerg-4802	375	41	pp	pp	ADJ
fuelectenerg-4802	375	42	.	.	PUNCT
fuelectenerg-4802	376	1	161	161	NUM
fuelectenerg-4802	376	2	-	-	SYM
fuelectenerg-4802	376	3	168	168	NUM
fuelectenerg-4802	376	4	,	,	PUNCT
fuelectenerg-4802	376	5	2013	2013	NUM
fuelectenerg-4802	376	6	.	.	PUNCT
fuelectenerg-4802	377	1	[	[	X
fuelectenerg-4802	377	2	38	38	NUM
fuelectenerg-4802	377	3	]	]	PUNCT
fuelectenerg-4802	377	4	http://www.cs.waikato.ac.nz/ml/weka/	http://www.cs.waikato.ac.nz/ml/weka/	VERB
fuelectenerg-4802	377	5	,	,	PUNCT
fuelectenerg-4802	377	6	[	[	X
fuelectenerg-4802	377	7	online	online	X
fuelectenerg-4802	377	8	]	]	X
fuelectenerg-4802	377	9	access	access	NOUN
fuelectenerg-4802	377	10	2nd	2nd	PROPN
fuelectenerg-4802	377	11	august	august	PROPN
fuelectenerg-4802	377	12	2017	2017	NUM
fuelectenerg-4802	377	13	.	.	PUNCT
fuelectenerg-4802	378	1	[	[	PUNCT
fuelectenerg-4802	378	2	39	39	NUM
fuelectenerg-4802	378	3	]	]	PUNCT
fuelectenerg-4802	378	4	o.	o.	PROPN
fuelectenerg-4802	378	5	osanaiye	osanaiye	PROPN
fuelectenerg-4802	378	6	,	,	PUNCT
fuelectenerg-4802	378	7	r.	r.	PROPN
fuelectenerg-4802	378	8	choo	choo	PROPN
fuelectenerg-4802	378	9	,	,	PUNCT
fuelectenerg-4802	378	10	m.	m.	NOUN
fuelectenerg-4802	378	11	dlodlo	dlodlo	NOUN
fuelectenerg-4802	378	12	,	,	PUNCT
fuelectenerg-4802	378	13	“	"	PUNCT
fuelectenerg-4802	378	14	analysing	analyse	VERB
fuelectenerg-4802	378	15	feature	feature	NOUN
fuelectenerg-4802	378	16	selection	selection	NOUN
fuelectenerg-4802	378	17	and	and	CCONJ
fuelectenerg-4802	378	18	classification	classification	NOUN
fuelectenerg-4802	378	19	techniques	technique	NOUN
fuelectenerg-4802	378	20	for	for	ADP
fuelectenerg-4802	378	21	ddos	ddos	NOUN
fuelectenerg-4802	378	22	detection	detection	NOUN
fuelectenerg-4802	378	23	in	in	ADP
fuelectenerg-4802	378	24	cloud	cloud	NOUN
fuelectenerg-4802	378	25	”	"	PUNCT
fuelectenerg-4802	378	26	,	,	PUNCT
fuelectenerg-4802	378	27	in	in	ADP
fuelectenerg-4802	378	28	proceedings	proceeding	NOUN
fuelectenerg-4802	378	29	of	of	ADP
fuelectenerg-4802	378	30	the	the	DET
fuelectenerg-4802	378	31	southern	southern	PROPN
fuelectenerg-4802	378	32	africa	africa	PROPN
fuelectenerg-4802	378	33	telecommunication	telecommunication	NOUN
fuelectenerg-4802	378	34	,	,	PUNCT
fuelectenerg-4802	378	35	pp	pp	ADJ
fuelectenerg-4802	378	36	.	.	PUNCT
fuelectenerg-4802	378	37	198	198	NUM
fuelectenerg-4802	378	38	-	-	SYM
fuelectenerg-4802	378	39	203	203	NUM
fuelectenerg-4802	378	40	,	,	PUNCT
fuelectenerg-4802	378	41	2016	2016	NUM
fuelectenerg-4802	378	42	.	.	PUNCT