id	sid	tid	token	lemma	pos
fuelectenerg-9953	1	1	facta	facta	PROPN
fuelectenerg-9953	1	2	universitatis	universitatis	PROPN
fuelectenerg-9953	1	3	series	series	NOUN
fuelectenerg-9953	1	4	:	:	PUNCT
fuelectenerg-9953	1	5	electronics	electronic	NOUN
fuelectenerg-9953	1	6	and	and	CCONJ
fuelectenerg-9953	1	7	energetics	energetics	NOUN
fuelectenerg-9953	1	8	vol	vol	NOUN
fuelectenerg-9953	1	9	.	.	PROPN
fuelectenerg-9953	1	10	35	35	NUM
fuelectenerg-9953	1	11	,	,	PUNCT
fuelectenerg-9953	1	12	no	no	DET
fuelectenerg-9953	1	13	2	2	NUM
fuelectenerg-9953	1	14	,	,	PUNCT
fuelectenerg-9953	1	15	june	june	PROPN
fuelectenerg-9953	1	16	2022	2022	NUM
fuelectenerg-9953	1	17	,	,	PUNCT
fuelectenerg-9953	1	18	pp	pp	ADP
fuelectenerg-9953	1	19	.	.	PUNCT
fuelectenerg-9953	2	1	269	269	NUM
fuelectenerg-9953	2	2	-	-	SYM
fuelectenerg-9953	2	3	282	282	NUM
fuelectenerg-9953	2	4	https://doi.org/10.2298/fuee2202269p	https://doi.org/10.2298/fuee2202269p	NOUN
fuelectenerg-9953	2	5	©	©	PROPN
fuelectenerg-9953	2	6	2022	2022	NUM
fuelectenerg-9953	2	7	by	by	ADP
fuelectenerg-9953	2	8	university	university	PROPN
fuelectenerg-9953	2	9	of	of	ADP
fuelectenerg-9953	2	10	niš	niš	PROPN
fuelectenerg-9953	2	11	,	,	PUNCT
fuelectenerg-9953	2	12	serbia	serbia	PROPN
fuelectenerg-9953	2	13	|	|	ADV
fuelectenerg-9953	2	14	creative	creative	ADJ
fuelectenerg-9953	2	15	commons	common	NOUN
fuelectenerg-9953	2	16	license	license	NOUN
fuelectenerg-9953	2	17	:	:	PUNCT
fuelectenerg-9953	2	18	cc	cc	VERB
fuelectenerg-9953	2	19	by	by	ADP
fuelectenerg-9953	2	20	-	-	PUNCT
fuelectenerg-9953	2	21	nc	nc	VERB
fuelectenerg-9953	2	22	-	-	PUNCT
fuelectenerg-9953	2	23	nd	nd	ADV
fuelectenerg-9953	2	24	original	original	ADJ
fuelectenerg-9953	2	25	scientific	scientific	ADJ
fuelectenerg-9953	2	26	paper	paper	NOUN
fuelectenerg-9953	2	27	wk	wk	NOUN
fuelectenerg-9953	2	28	-	-	PUNCT
fuelectenerg-9953	2	29	fnn	fnn	PROPN
fuelectenerg-9953	2	30	design	design	NOUN
fuelectenerg-9953	2	31	for	for	ADP
fuelectenerg-9953	2	32	detection	detection	NOUN
fuelectenerg-9953	2	33	of	of	ADP
fuelectenerg-9953	2	34	anomalies	anomaly	NOUN
fuelectenerg-9953	2	35	in	in	ADP
fuelectenerg-9953	2	36	the	the	DET
fuelectenerg-9953	2	37	computer	computer	NOUN
fuelectenerg-9953	2	38	network	network	NOUN
fuelectenerg-9953	2	39	traffic	traffic	PROPN
fuelectenerg-9953	2	40	danijela	danijela	PROPN
fuelectenerg-9953	2	41	protić1	protić1	PROPN
fuelectenerg-9953	2	42	,	,	PUNCT
fuelectenerg-9953	2	43	miomir	miomir	PROPN
fuelectenerg-9953	2	44	stanković2	stanković2	PROPN
fuelectenerg-9953	2	45	,	,	PUNCT
fuelectenerg-9953	2	46	vladimir	vladimir	PROPN
fuelectenerg-9953	2	47	antić3	antić3	X
fuelectenerg-9953	2	48	1center	1center	NUM
fuelectenerg-9953	2	49	for	for	ADP
fuelectenerg-9953	2	50	applied	applied	ADJ
fuelectenerg-9953	2	51	mathematics	mathematic	NOUN
fuelectenerg-9953	2	52	and	and	CCONJ
fuelectenerg-9953	2	53	electronics	electronic	NOUN
fuelectenerg-9953	2	54	,	,	PUNCT
fuelectenerg-9953	2	55	belgrade	belgrade	PROPN
fuelectenerg-9953	2	56	,	,	PUNCT
fuelectenerg-9953	2	57	serbia	serbia	PROPN
fuelectenerg-9953	2	58	2mathematical	2mathematical	NUM
fuelectenerg-9953	2	59	institute	institute	PROPN
fuelectenerg-9953	2	60	of	of	ADP
fuelectenerg-9953	2	61	sasa	sasa	PROPN
fuelectenerg-9953	2	62	,	,	PUNCT
fuelectenerg-9953	2	63	belgrade	belgrade	PROPN
fuelectenerg-9953	2	64	,	,	PUNCT
fuelectenerg-9953	2	65	serbia	serbia	VERB
fuelectenerg-9953	2	66	3center	3center	NUM
fuelectenerg-9953	2	67	for	for	ADP
fuelectenerg-9953	2	68	applied	applied	ADJ
fuelectenerg-9953	2	69	mathematics	mathematic	NOUN
fuelectenerg-9953	2	70	and	and	CCONJ
fuelectenerg-9953	2	71	electronics	electronic	NOUN
fuelectenerg-9953	2	72	,	,	PUNCT
fuelectenerg-9953	2	73	belgrade	belgrade	PROPN
fuelectenerg-9953	2	74	,	,	PUNCT
fuelectenerg-9953	2	75	serbia	serbia	PROPN
fuelectenerg-9953	2	76	abstract	abstract	NOUN
fuelectenerg-9953	2	77	.	.	PUNCT
fuelectenerg-9953	3	1	anomaly	anomaly	NOUN
fuelectenerg-9953	3	2	-	-	PUNCT
fuelectenerg-9953	3	3	based	base	VERB
fuelectenerg-9953	3	4	intrusion	intrusion	NOUN
fuelectenerg-9953	3	5	detection	detection	NOUN
fuelectenerg-9953	3	6	systems	system	NOUN
fuelectenerg-9953	3	7	identify	identify	VERB
fuelectenerg-9953	3	8	abnormal	abnormal	ADJ
fuelectenerg-9953	3	9	computer	computer	NOUN
fuelectenerg-9953	3	10	network	network	NOUN
fuelectenerg-9953	3	11	traffic	traffic	NOUN
fuelectenerg-9953	3	12	based	base	VERB
fuelectenerg-9953	3	13	on	on	ADP
fuelectenerg-9953	3	14	deviations	deviation	NOUN
fuelectenerg-9953	3	15	from	from	ADP
fuelectenerg-9953	3	16	the	the	DET
fuelectenerg-9953	3	17	derived	derive	VERB
fuelectenerg-9953	3	18	statistical	statistical	ADJ
fuelectenerg-9953	3	19	model	model	NOUN
fuelectenerg-9953	3	20	that	that	PRON
fuelectenerg-9953	3	21	describes	describe	VERB
fuelectenerg-9953	3	22	the	the	DET
fuelectenerg-9953	3	23	normal	normal	ADJ
fuelectenerg-9953	3	24	network	network	NOUN
fuelectenerg-9953	3	25	behavior	behavior	NOUN
fuelectenerg-9953	3	26	.	.	PUNCT
fuelectenerg-9953	4	1	the	the	DET
fuelectenerg-9953	4	2	basic	basic	ADJ
fuelectenerg-9953	4	3	problem	problem	NOUN
fuelectenerg-9953	4	4	with	with	ADP
fuelectenerg-9953	4	5	anomaly	anomaly	NOUN
fuelectenerg-9953	4	6	detection	detection	NOUN
fuelectenerg-9953	4	7	is	be	AUX
fuelectenerg-9953	4	8	deciding	decide	VERB
fuelectenerg-9953	4	9	what	what	PRON
fuelectenerg-9953	4	10	is	be	AUX
fuelectenerg-9953	4	11	considered	consider	VERB
fuelectenerg-9953	4	12	normal	normal	ADJ
fuelectenerg-9953	4	13	.	.	PUNCT
fuelectenerg-9953	5	1	supervised	supervised	ADJ
fuelectenerg-9953	5	2	machine	machine	NOUN
fuelectenerg-9953	5	3	learning	learning	NOUN
fuelectenerg-9953	5	4	can	can	AUX
fuelectenerg-9953	5	5	be	be	AUX
fuelectenerg-9953	5	6	viewed	view	VERB
fuelectenerg-9953	5	7	as	as	ADP
fuelectenerg-9953	5	8	binary	binary	ADJ
fuelectenerg-9953	5	9	classification	classification	NOUN
fuelectenerg-9953	5	10	,	,	PUNCT
fuelectenerg-9953	5	11	since	since	SCONJ
fuelectenerg-9953	5	12	models	model	NOUN
fuelectenerg-9953	5	13	are	be	AUX
fuelectenerg-9953	5	14	trained	train	VERB
fuelectenerg-9953	5	15	and	and	CCONJ
fuelectenerg-9953	5	16	tested	test	VERB
fuelectenerg-9953	5	17	on	on	ADP
fuelectenerg-9953	5	18	a	a	DET
fuelectenerg-9953	5	19	data	data	NOUN
fuelectenerg-9953	5	20	set	set	VERB
fuelectenerg-9953	5	21	containing	contain	VERB
fuelectenerg-9953	5	22	a	a	DET
fuelectenerg-9953	5	23	binary	binary	ADJ
fuelectenerg-9953	5	24	label	label	NOUN
fuelectenerg-9953	5	25	to	to	PART
fuelectenerg-9953	5	26	detect	detect	VERB
fuelectenerg-9953	5	27	anomalies	anomaly	NOUN
fuelectenerg-9953	5	28	.	.	PUNCT
fuelectenerg-9953	6	1	weighted	weight	VERB
fuelectenerg-9953	6	2	k	k	ADV
fuelectenerg-9953	6	3	-	-	PUNCT
fuelectenerg-9953	6	4	nearest	near	ADJ
fuelectenerg-9953	6	5	neighbor	neighbor	NOUN
fuelectenerg-9953	6	6	and	and	CCONJ
fuelectenerg-9953	6	7	feedforward	feedforward	ADJ
fuelectenerg-9953	6	8	neural	neural	ADJ
fuelectenerg-9953	6	9	network	network	NOUN
fuelectenerg-9953	6	10	are	be	AUX
fuelectenerg-9953	6	11	highprecision	highprecision	NOUN
fuelectenerg-9953	6	12	classifiers	classifier	NOUN
fuelectenerg-9953	6	13	for	for	ADP
fuelectenerg-9953	6	14	decision	decision	NOUN
fuelectenerg-9953	6	15	-	-	PUNCT
fuelectenerg-9953	6	16	making	making	NOUN
fuelectenerg-9953	6	17	.	.	PUNCT
fuelectenerg-9953	7	1	however	however	ADV
fuelectenerg-9953	7	2	,	,	PUNCT
fuelectenerg-9953	7	3	their	their	PRON
fuelectenerg-9953	7	4	decisions	decision	NOUN
fuelectenerg-9953	7	5	sometimes	sometimes	ADV
fuelectenerg-9953	7	6	differ	differ	VERB
fuelectenerg-9953	7	7	.	.	PUNCT
fuelectenerg-9953	8	1	in	in	ADP
fuelectenerg-9953	8	2	this	this	DET
fuelectenerg-9953	8	3	paper	paper	NOUN
fuelectenerg-9953	8	4	,	,	PUNCT
fuelectenerg-9953	8	5	we	we	PRON
fuelectenerg-9953	8	6	present	present	VERB
fuelectenerg-9953	8	7	a	a	DET
fuelectenerg-9953	8	8	wk	wk	ADJ
fuelectenerg-9953	8	9	-	-	PUNCT
fuelectenerg-9953	8	10	fnn	fnn	PROPN
fuelectenerg-9953	8	11	hybrid	hybrid	NOUN
fuelectenerg-9953	8	12	model	model	NOUN
fuelectenerg-9953	8	13	for	for	ADP
fuelectenerg-9953	8	14	the	the	DET
fuelectenerg-9953	8	15	detection	detection	NOUN
fuelectenerg-9953	8	16	of	of	ADP
fuelectenerg-9953	8	17	the	the	DET
fuelectenerg-9953	8	18	opposite	opposite	ADJ
fuelectenerg-9953	8	19	decisions	decision	NOUN
fuelectenerg-9953	8	20	.	.	PUNCT
fuelectenerg-9953	9	1	it	it	PRON
fuelectenerg-9953	9	2	is	be	AUX
fuelectenerg-9953	9	3	shown	show	VERB
fuelectenerg-9953	9	4	that	that	SCONJ
fuelectenerg-9953	9	5	results	result	NOUN
fuelectenerg-9953	9	6	can	can	AUX
fuelectenerg-9953	9	7	be	be	AUX
fuelectenerg-9953	9	8	improved	improve	VERB
fuelectenerg-9953	9	9	with	with	ADP
fuelectenerg-9953	9	10	the	the	DET
fuelectenerg-9953	9	11	xor	xor	PROPN
fuelectenerg-9953	9	12	bitwise	bitwise	NOUN
fuelectenerg-9953	9	13	operation	operation	NOUN
fuelectenerg-9953	9	14	.	.	PUNCT
fuelectenerg-9953	10	1	the	the	DET
fuelectenerg-9953	10	2	sum	sum	NOUN
fuelectenerg-9953	10	3	of	of	ADP
fuelectenerg-9953	10	4	the	the	DET
fuelectenerg-9953	10	5	binary	binary	ADJ
fuelectenerg-9953	10	6	“	"	PUNCT
fuelectenerg-9953	10	7	ones	one	NOUN
fuelectenerg-9953	10	8	”	"	PUNCT
fuelectenerg-9953	10	9	is	be	AUX
fuelectenerg-9953	10	10	used	use	VERB
fuelectenerg-9953	10	11	to	to	PART
fuelectenerg-9953	10	12	decide	decide	VERB
fuelectenerg-9953	10	13	whether	whether	SCONJ
fuelectenerg-9953	10	14	additional	additional	ADJ
fuelectenerg-9953	10	15	alerts	alert	NOUN
fuelectenerg-9953	10	16	are	be	AUX
fuelectenerg-9953	10	17	activated	activate	VERB
fuelectenerg-9953	10	18	or	or	CCONJ
fuelectenerg-9953	10	19	not	not	PART
fuelectenerg-9953	10	20	.	.	PUNCT
fuelectenerg-9953	11	1	key	key	ADJ
fuelectenerg-9953	11	2	words	word	NOUN
fuelectenerg-9953	11	3	:	:	PUNCT
fuelectenerg-9953	11	4	wk	wk	NOUN
fuelectenerg-9953	11	5	-	-	PUNCT
fuelectenerg-9953	11	6	fnn	fnn	NOUN
fuelectenerg-9953	11	7	,	,	PUNCT
fuelectenerg-9953	11	8	anomaly	anomaly	NOUN
fuelectenerg-9953	11	9	detection	detection	NOUN
fuelectenerg-9953	11	10	,	,	PUNCT
fuelectenerg-9953	11	11	weighted	weight	VERB
fuelectenerg-9953	11	12	k	k	PROPN
fuelectenerg-9953	11	13	-	-	PUNCT
fuelectenerg-9953	11	14	nearest	near	ADJ
fuelectenerg-9953	11	15	neighbor	neighbor	NOUN
fuelectenerg-9953	11	16	,	,	PUNCT
fuelectenerg-9953	11	17	feedforward	feedforward	ADJ
fuelectenerg-9953	11	18	neural	neural	ADJ
fuelectenerg-9953	11	19	network	network	NOUN
fuelectenerg-9953	11	20	1	1	NUM
fuelectenerg-9953	11	21	.	.	PUNCT
fuelectenerg-9953	11	22	introduction	introduction	NOUN
fuelectenerg-9953	11	23	due	due	ADP
fuelectenerg-9953	11	24	to	to	ADP
fuelectenerg-9953	11	25	the	the	DET
fuelectenerg-9953	11	26	enormous	enormous	ADJ
fuelectenerg-9953	11	27	increase	increase	NOUN
fuelectenerg-9953	11	28	in	in	ADP
fuelectenerg-9953	11	29	computer	computer	NOUN
fuelectenerg-9953	11	30	applications	application	NOUN
fuelectenerg-9953	11	31	in	in	ADP
fuelectenerg-9953	11	32	the	the	DET
fuelectenerg-9953	11	33	last	last	ADJ
fuelectenerg-9953	11	34	few	few	ADJ
fuelectenerg-9953	11	35	decades	decade	NOUN
fuelectenerg-9953	11	36	,	,	PUNCT
fuelectenerg-9953	11	37	the	the	DET
fuelectenerg-9953	11	38	need	need	NOUN
fuelectenerg-9953	11	39	for	for	ADP
fuelectenerg-9953	11	40	protection	protection	NOUN
fuelectenerg-9953	11	41	of	of	ADP
fuelectenerg-9953	11	42	the	the	DET
fuelectenerg-9953	11	43	computer	computer	NOUN
fuelectenerg-9953	11	44	networks	network	NOUN
fuelectenerg-9953	11	45	has	have	AUX
fuelectenerg-9953	11	46	multiplied	multiply	VERB
fuelectenerg-9953	11	47	[	[	PUNCT
fuelectenerg-9953	11	48	1	1	NUM
fuelectenerg-9953	11	49	]	]	PUNCT
fuelectenerg-9953	11	50	.	.	PUNCT
fuelectenerg-9953	12	1	intrusion	intrusion	NOUN
fuelectenerg-9953	12	2	detection	detection	NOUN
fuelectenerg-9953	12	3	systems	system	NOUN
fuelectenerg-9953	12	4	(	(	PUNCT
fuelectenerg-9953	12	5	idss	idss	ADV
fuelectenerg-9953	12	6	)	)	PUNCT
fuelectenerg-9953	12	7	are	be	AUX
fuelectenerg-9953	12	8	the	the	DET
fuelectenerg-9953	12	9	main	main	ADJ
fuelectenerg-9953	12	10	defense	defense	NOUN
fuelectenerg-9953	12	11	of	of	ADP
fuelectenerg-9953	12	12	the	the	DET
fuelectenerg-9953	12	13	network	network	NOUN
fuelectenerg-9953	12	14	infrastructure	infrastructure	NOUN
fuelectenerg-9953	12	15	,	,	PUNCT
fuelectenerg-9953	12	16	used	use	VERB
fuelectenerg-9953	12	17	to	to	PART
fuelectenerg-9953	12	18	detect	detect	VERB
fuelectenerg-9953	12	19	attacks	attack	NOUN
fuelectenerg-9953	12	20	or	or	CCONJ
fuelectenerg-9953	12	21	to	to	PART
fuelectenerg-9953	12	22	indicate	indicate	VERB
fuelectenerg-9953	12	23	anomalies	anomaly	NOUN
fuelectenerg-9953	12	24	in	in	ADP
fuelectenerg-9953	12	25	the	the	DET
fuelectenerg-9953	12	26	behavior	behavior	NOUN
fuelectenerg-9953	12	27	of	of	ADP
fuelectenerg-9953	12	28	the	the	DET
fuelectenerg-9953	12	29	computer	computer	NOUN
fuelectenerg-9953	12	30	network	network	NOUN
fuelectenerg-9953	12	31	.	.	PUNCT
fuelectenerg-9953	13	1	the	the	DET
fuelectenerg-9953	13	2	signature	signature	NOUN
fuelectenerg-9953	13	3	or	or	CCONJ
fuelectenerg-9953	13	4	misuse	misuse	NOUN
fuelectenerg-9953	13	5	idss	idss	ADV
fuelectenerg-9953	13	6	proactively	proactively	ADV
fuelectenerg-9953	13	7	detect	detect	VERB
fuelectenerg-9953	13	8	the	the	DET
fuelectenerg-9953	13	9	presence	presence	NOUN
fuelectenerg-9953	13	10	of	of	ADP
fuelectenerg-9953	13	11	known	know	VERB
fuelectenerg-9953	13	12	maliciousness	maliciousness	NOUN
fuelectenerg-9953	13	13	.	.	PUNCT
fuelectenerg-9953	14	1	the	the	DET
fuelectenerg-9953	14	2	most	most	ADV
fuelectenerg-9953	14	3	practical	practical	ADJ
fuelectenerg-9953	14	4	method	method	NOUN
fuelectenerg-9953	14	5	to	to	PART
fuelectenerg-9953	14	6	detect	detect	VERB
fuelectenerg-9953	14	7	signature	signature	NOUN
fuelectenerg-9953	14	8	of	of	ADP
fuelectenerg-9953	14	9	malicious	malicious	ADJ
fuelectenerg-9953	14	10	content	content	NOUN
fuelectenerg-9953	14	11	is	be	AUX
fuelectenerg-9953	14	12	to	to	PART
fuelectenerg-9953	14	13	measure	measure	VERB
fuelectenerg-9953	14	14	the	the	DET
fuelectenerg-9953	14	15	similarity	similarity	NOUN
fuelectenerg-9953	14	16	between	between	ADP
fuelectenerg-9953	14	17	detected	detect	VERB
fuelectenerg-9953	14	18	pattern	pattern	NOUN
fuelectenerg-9953	14	19	of	of	ADP
fuelectenerg-9953	14	20	current	current	ADJ
fuelectenerg-9953	14	21	network	network	NOUN
fuelectenerg-9953	14	22	activity	activity	NOUN
fuelectenerg-9953	14	23	and	and	CCONJ
fuelectenerg-9953	14	24	the	the	DET
fuelectenerg-9953	14	25	already	already	ADV
fuelectenerg-9953	14	26	known	know	VERB
fuelectenerg-9953	14	27	patterns	pattern	NOUN
fuelectenerg-9953	14	28	of	of	ADP
fuelectenerg-9953	14	29	various	various	ADJ
fuelectenerg-9953	14	30	types	type	NOUN
fuelectenerg-9953	14	31	of	of	ADP
fuelectenerg-9953	14	32	malicious	malicious	ADJ
fuelectenerg-9953	14	33	attacks	attack	NOUN
fuelectenerg-9953	14	34	[	[	X
fuelectenerg-9953	14	35	2	2	NUM
fuelectenerg-9953	14	36	]	]	PUNCT
fuelectenerg-9953	14	37	.	.	PUNCT
fuelectenerg-9953	15	1	the	the	DET
fuelectenerg-9953	15	2	anomaly	anomaly	NOUN
fuelectenerg-9953	15	3	detection	detection	NOUN
fuelectenerg-9953	15	4	is	be	AUX
fuelectenerg-9953	15	5	performed	perform	VERB
fuelectenerg-9953	15	6	by	by	ADP
fuelectenerg-9953	15	7	detecting	detect	VERB
fuelectenerg-9953	15	8	changes	change	NOUN
fuelectenerg-9953	15	9	in	in	ADP
fuelectenerg-9953	15	10	system	system	NOUN
fuelectenerg-9953	15	11	behavior	behavior	NOUN
fuelectenerg-9953	15	12	or	or	CCONJ
fuelectenerg-9953	15	13	usage	usage	NOUN
fuelectenerg-9953	15	14	patterns	pattern	NOUN
fuelectenerg-9953	15	15	[	[	X
fuelectenerg-9953	15	16	3	3	NUM
fuelectenerg-9953	15	17	]	]	PUNCT
fuelectenerg-9953	15	18	.	.	PUNCT
fuelectenerg-9953	16	1	the	the	DET
fuelectenerg-9953	16	2	identification	identification	NOUN
fuelectenerg-9953	16	3	of	of	ADP
fuelectenerg-9953	16	4	anomalies	anomaly	NOUN
fuelectenerg-9953	16	5	in	in	ADP
fuelectenerg-9953	16	6	the	the	DET
fuelectenerg-9953	16	7	network	network	NOUN
fuelectenerg-9953	16	8	is	be	AUX
fuelectenerg-9953	16	9	essential	essential	ADJ
fuelectenerg-9953	16	10	to	to	PART
fuelectenerg-9953	16	11	diagnose	diagnose	NOUN
fuelectenerg-9953	16	12	received	receive	VERB
fuelectenerg-9953	16	13	october	october	PROPN
fuelectenerg-9953	16	14	11	11	NUM
fuelectenerg-9953	16	15	,	,	PUNCT
fuelectenerg-9953	16	16	2021	2021	NUM
fuelectenerg-9953	16	17	;	;	PUNCT
fuelectenerg-9953	16	18	received	receive	VERB
fuelectenerg-9953	16	19	in	in	ADP
fuelectenerg-9953	16	20	revised	revise	VERB
fuelectenerg-9953	16	21	form	form	NOUN
fuelectenerg-9953	16	22	december	december	PROPN
fuelectenerg-9953	16	23	6	6	NUM
fuelectenerg-9953	16	24	,	,	PUNCT
fuelectenerg-9953	16	25	2021	2021	NUM
fuelectenerg-9953	16	26	corresponding	correspond	VERB
fuelectenerg-9953	16	27	author	author	NOUN
fuelectenerg-9953	16	28	:	:	PUNCT
fuelectenerg-9953	16	29	danijela	danijela	PROPN
fuelectenerg-9953	16	30	protić	protić	PROPN
fuelectenerg-9953	16	31	center	center	PROPN
fuelectenerg-9953	16	32	for	for	ADP
fuelectenerg-9953	16	33	applied	applied	ADJ
fuelectenerg-9953	16	34	mathematics	mathematic	NOUN
fuelectenerg-9953	16	35	and	and	CCONJ
fuelectenerg-9953	16	36	electronics	electronic	NOUN
fuelectenerg-9953	16	37	,	,	PUNCT
fuelectenerg-9953	16	38	belgrade	belgrade	PROPN
fuelectenerg-9953	16	39	,	,	PUNCT
fuelectenerg-9953	16	40	serbia	serbia	PROPN
fuelectenerg-9953	16	41	e	e	NOUN
fuelectenerg-9953	16	42	-	-	NOUN
fuelectenerg-9953	16	43	mail	mail	NOUN
fuelectenerg-9953	16	44	:	:	PUNCT
fuelectenerg-9953	16	45	adanijela@ptt.rs	adanijela@ptt.rs	PROPN
fuelectenerg-9953	16	46	270	270	NUM
fuelectenerg-9953	16	47	d.	d.	PROPN
fuelectenerg-9953	16	48	protić	protić	PROPN
fuelectenerg-9953	16	49	,	,	PUNCT
fuelectenerg-9953	16	50	m.	m.	NOUN
fuelectenerg-9953	16	51	stanković	stanković	PROPN
fuelectenerg-9953	16	52	,	,	PUNCT
fuelectenerg-9953	16	53	v.	v.	ADP
fuelectenerg-9953	16	54	antić	antić	ADJ
fuelectenerg-9953	16	55	attacks	attack	NOUN
fuelectenerg-9953	16	56	or	or	CCONJ
fuelectenerg-9953	16	57	failures	failure	NOUN
fuelectenerg-9953	16	58	that	that	PRON
fuelectenerg-9953	16	59	seriously	seriously	ADV
fuelectenerg-9953	16	60	affect	affect	VERB
fuelectenerg-9953	16	61	the	the	DET
fuelectenerg-9953	16	62	performance	performance	NOUN
fuelectenerg-9953	16	63	and	and	CCONJ
fuelectenerg-9953	16	64	security	security	NOUN
fuelectenerg-9953	16	65	of	of	ADP
fuelectenerg-9953	16	66	the	the	DET
fuelectenerg-9953	16	67	computer	computer	NOUN
fuelectenerg-9953	16	68	network	network	NOUN
fuelectenerg-9953	16	69	[	[	X
fuelectenerg-9953	16	70	4	4	NUM
fuelectenerg-9953	16	71	,	,	PUNCT
fuelectenerg-9953	16	72	5	5	NUM
fuelectenerg-9953	16	73	]	]	PUNCT
fuelectenerg-9953	16	74	.	.	PUNCT
fuelectenerg-9953	17	1	the	the	DET
fuelectenerg-9953	17	2	goal	goal	NOUN
fuelectenerg-9953	17	3	of	of	ADP
fuelectenerg-9953	17	4	an	an	DET
fuelectenerg-9953	17	5	anomaly	anomaly	NOUN
fuelectenerg-9953	17	6	-	-	PUNCT
fuelectenerg-9953	17	7	based	base	VERB
fuelectenerg-9953	17	8	ids	id	NOUN
fuelectenerg-9953	17	9	is	be	AUX
fuelectenerg-9953	17	10	to	to	PART
fuelectenerg-9953	17	11	proactively	proactively	ADV
fuelectenerg-9953	17	12	detect	detect	VERB
fuelectenerg-9953	17	13	any	any	DET
fuelectenerg-9953	17	14	activity	activity	NOUN
fuelectenerg-9953	17	15	or	or	CCONJ
fuelectenerg-9953	17	16	an	an	DET
fuelectenerg-9953	17	17	event	event	NOUN
fuelectenerg-9953	17	18	on	on	ADP
fuelectenerg-9953	17	19	a	a	DET
fuelectenerg-9953	17	20	host	host	NOUN
fuelectenerg-9953	17	21	computer	computer	NOUN
fuelectenerg-9953	17	22	or	or	CCONJ
fuelectenerg-9953	17	23	network	network	NOUN
fuelectenerg-9953	17	24	that	that	PRON
fuelectenerg-9953	17	25	shows	show	VERB
fuelectenerg-9953	17	26	a	a	DET
fuelectenerg-9953	17	27	deviation	deviation	NOUN
fuelectenerg-9953	17	28	from	from	ADP
fuelectenerg-9953	17	29	a	a	DET
fuelectenerg-9953	17	30	normal	normal	ADJ
fuelectenerg-9953	17	31	network	network	NOUN
fuelectenerg-9953	17	32	behavior	behavior	NOUN
fuelectenerg-9953	17	33	[	[	X
fuelectenerg-9953	17	34	2	2	NUM
fuelectenerg-9953	17	35	]	]	PUNCT
fuelectenerg-9953	17	36	.	.	PUNCT
fuelectenerg-9953	18	1	in	in	ADP
fuelectenerg-9953	18	2	order	order	NOUN
fuelectenerg-9953	18	3	to	to	PART
fuelectenerg-9953	18	4	provide	provide	VERB
fuelectenerg-9953	18	5	suitable	suitable	ADJ
fuelectenerg-9953	18	6	solution	solution	NOUN
fuelectenerg-9953	18	7	for	for	ADP
fuelectenerg-9953	18	8	the	the	DET
fuelectenerg-9953	18	9	detection	detection	NOUN
fuelectenerg-9953	18	10	of	of	ADP
fuelectenerg-9953	18	11	anomalies	anomaly	NOUN
fuelectenerg-9953	18	12	in	in	ADP
fuelectenerg-9953	18	13	the	the	DET
fuelectenerg-9953	18	14	computer	computer	NOUN
fuelectenerg-9953	18	15	network	network	NOUN
fuelectenerg-9953	18	16	,	,	PUNCT
fuelectenerg-9953	18	17	the	the	DET
fuelectenerg-9953	18	18	concept	concept	NOUN
fuelectenerg-9953	18	19	of	of	ADP
fuelectenerg-9953	18	20	normality	normality	NOUN
fuelectenerg-9953	18	21	is	be	AUX
fuelectenerg-9953	18	22	fundamental	fundamental	ADJ
fuelectenerg-9953	18	23	.	.	PUNCT
fuelectenerg-9953	19	1	the	the	DET
fuelectenerg-9953	19	2	idea	idea	NOUN
fuelectenerg-9953	19	3	of	of	ADP
fuelectenerg-9953	19	4	normality	normality	NOUN
fuelectenerg-9953	19	5	is	be	AUX
fuelectenerg-9953	19	6	usually	usually	ADV
fuelectenerg-9953	19	7	introduced	introduce	VERB
fuelectenerg-9953	19	8	through	through	ADP
fuelectenerg-9953	19	9	a	a	DET
fuelectenerg-9953	19	10	formal	formal	ADJ
fuelectenerg-9953	19	11	model	model	NOUN
fuelectenerg-9953	19	12	that	that	PRON
fuelectenerg-9953	19	13	expresses	express	VERB
fuelectenerg-9953	19	14	the	the	DET
fuelectenerg-9953	19	15	relationship	relationship	NOUN
fuelectenerg-9953	19	16	between	between	ADP
fuelectenerg-9953	19	17	the	the	DET
fuelectenerg-9953	19	18	variables	variable	NOUN
fuelectenerg-9953	19	19	involved	involve	VERB
fuelectenerg-9953	19	20	in	in	ADP
fuelectenerg-9953	19	21	the	the	DET
fuelectenerg-9953	19	22	dynamics	dynamic	NOUN
fuelectenerg-9953	19	23	of	of	ADP
fuelectenerg-9953	19	24	the	the	DET
fuelectenerg-9953	19	25	system	system	NOUN
fuelectenerg-9953	19	26	,	,	PUNCT
fuelectenerg-9953	19	27	so	so	SCONJ
fuelectenerg-9953	19	28	that	that	SCONJ
fuelectenerg-9953	19	29	an	an	DET
fuelectenerg-9953	19	30	event	event	NOUN
fuelectenerg-9953	19	31	is	be	AUX
fuelectenerg-9953	19	32	recognized	recognize	VERB
fuelectenerg-9953	19	33	as	as	ADP
fuelectenerg-9953	19	34	abnormal	abnormal	ADJ
fuelectenerg-9953	19	35	when	when	SCONJ
fuelectenerg-9953	19	36	its	its	PRON
fuelectenerg-9953	19	37	degree	degree	NOUN
fuelectenerg-9953	19	38	of	of	ADP
fuelectenerg-9953	19	39	deviation	deviation	NOUN
fuelectenerg-9953	19	40	in	in	ADP
fuelectenerg-9953	19	41	relation	relation	NOUN
fuelectenerg-9953	19	42	to	to	ADP
fuelectenerg-9953	19	43	the	the	DET
fuelectenerg-9953	19	44	profile	profile	NOUN
fuelectenerg-9953	19	45	or	or	CCONJ
fuelectenerg-9953	19	46	the	the	DET
fuelectenerg-9953	19	47	behavior	behavior	NOUN
fuelectenerg-9953	19	48	of	of	ADP
fuelectenerg-9953	19	49	the	the	DET
fuelectenerg-9953	19	50	system	system	NOUN
fuelectenerg-9953	19	51	,	,	PUNCT
fuelectenerg-9953	19	52	specified	specify	VERB
fuelectenerg-9953	19	53	by	by	ADP
fuelectenerg-9953	19	54	the	the	DET
fuelectenerg-9953	19	55	normality	normality	NOUN
fuelectenerg-9953	19	56	model	model	NOUN
fuelectenerg-9953	19	57	,	,	PUNCT
fuelectenerg-9953	19	58	is	be	AUX
fuelectenerg-9953	19	59	high	high	ADJ
fuelectenerg-9953	19	60	enough	enough	ADV
fuelectenerg-9953	19	61	[	[	X
fuelectenerg-9953	19	62	6	6	NUM
fuelectenerg-9953	19	63	]	]	PUNCT
fuelectenerg-9953	19	64	.	.	PUNCT
fuelectenerg-9953	20	1	in	in	ADP
fuelectenerg-9953	20	2	the	the	DET
fuelectenerg-9953	20	3	last	last	ADJ
fuelectenerg-9953	20	4	few	few	ADJ
fuelectenerg-9953	20	5	decades	decade	NOUN
fuelectenerg-9953	20	6	,	,	PUNCT
fuelectenerg-9953	20	7	machine	machine	NOUN
fuelectenerg-9953	20	8	learning	learning	NOUN
fuelectenerg-9953	20	9	has	have	AUX
fuelectenerg-9953	20	10	started	start	VERB
fuelectenerg-9953	20	11	to	to	PART
fuelectenerg-9953	20	12	play	play	VERB
fuelectenerg-9953	20	13	an	an	DET
fuelectenerg-9953	20	14	important	important	ADJ
fuelectenerg-9953	20	15	role	role	NOUN
fuelectenerg-9953	20	16	in	in	ADP
fuelectenerg-9953	20	17	anomaly	anomaly	NOUN
fuelectenerg-9953	20	18	detection	detection	NOUN
fuelectenerg-9953	20	19	[	[	X
fuelectenerg-9953	20	20	6	6	NUM
fuelectenerg-9953	20	21	,	,	PUNCT
fuelectenerg-9953	20	22	7	7	NUM
fuelectenerg-9953	20	23	,	,	PUNCT
fuelectenerg-9953	20	24	8	8	NUM
fuelectenerg-9953	20	25	]	]	PUNCT
fuelectenerg-9953	20	26	.	.	PUNCT
fuelectenerg-9953	21	1	in	in	ADP
fuelectenerg-9953	21	2	supervised	supervised	ADJ
fuelectenerg-9953	21	3	machine	machine	NOUN
fuelectenerg-9953	21	4	learning	learning	NOUN
fuelectenerg-9953	21	5	,	,	PUNCT
fuelectenerg-9953	21	6	anomaly	anomaly	NOUN
fuelectenerg-9953	21	7	detection	detection	NOUN
fuelectenerg-9953	21	8	can	can	AUX
fuelectenerg-9953	21	9	be	be	AUX
fuelectenerg-9953	21	10	thought	think	VERB
fuelectenerg-9953	21	11	of	of	ADP
fuelectenerg-9953	21	12	as	as	ADP
fuelectenerg-9953	21	13	a	a	DET
fuelectenerg-9953	21	14	kind	kind	NOUN
fuelectenerg-9953	21	15	of	of	ADP
fuelectenerg-9953	21	16	binary	binary	ADJ
fuelectenerg-9953	21	17	classification	classification	NOUN
fuelectenerg-9953	21	18	,	,	PUNCT
fuelectenerg-9953	21	19	since	since	SCONJ
fuelectenerg-9953	21	20	the	the	DET
fuelectenerg-9953	21	21	data	datum	NOUN
fuelectenerg-9953	21	22	sets	set	VERB
fuelectenerg-9953	21	23	for	for	ADP
fuelectenerg-9953	21	24	training	training	NOUN
fuelectenerg-9953	21	25	and	and	CCONJ
fuelectenerg-9953	21	26	testing	test	VERB
fuelectenerg-9953	21	27	the	the	DET
fuelectenerg-9953	21	28	models	model	NOUN
fuelectenerg-9953	21	29	contain	contain	VERB
fuelectenerg-9953	21	30	binary	binary	ADJ
fuelectenerg-9953	21	31	labels	label	NOUN
fuelectenerg-9953	21	32	:	:	PUNCT
fuelectenerg-9953	21	33	one	one	NUM
fuelectenerg-9953	21	34	for	for	ADP
fuelectenerg-9953	21	35	normal	normal	ADJ
fuelectenerg-9953	21	36	observations	observation	NOUN
fuelectenerg-9953	21	37	and	and	CCONJ
fuelectenerg-9953	21	38	one	one	NUM
fuelectenerg-9953	21	39	for	for	ADP
fuelectenerg-9953	21	40	abnormal	abnormal	ADJ
fuelectenerg-9953	21	41	observations	observation	NOUN
fuelectenerg-9953	21	42	.	.	PUNCT
fuelectenerg-9953	22	1	it	it	PRON
fuelectenerg-9953	22	2	should	should	AUX
fuelectenerg-9953	22	3	be	be	AUX
fuelectenerg-9953	22	4	noted	note	VERB
fuelectenerg-9953	22	5	that	that	SCONJ
fuelectenerg-9953	22	6	the	the	DET
fuelectenerg-9953	22	7	troubleshooting	troubleshooting	NOUN
fuelectenerg-9953	22	8	data	datum	NOUN
fuelectenerg-9953	22	9	set	set	VERB
fuelectenerg-9953	22	10	can	can	AUX
fuelectenerg-9953	22	11	be	be	AUX
fuelectenerg-9953	22	12	quite	quite	ADV
fuelectenerg-9953	22	13	unbalanced	unbalanced	ADJ
fuelectenerg-9953	22	14	in	in	ADP
fuelectenerg-9953	22	15	detecting	detect	VERB
fuelectenerg-9953	22	16	anomalies	anomaly	NOUN
fuelectenerg-9953	22	17	.	.	PUNCT
fuelectenerg-9953	23	1	therefore	therefore	ADV
fuelectenerg-9953	23	2	,	,	PUNCT
fuelectenerg-9953	23	3	it	it	PRON
fuelectenerg-9953	23	4	is	be	AUX
fuelectenerg-9953	23	5	important	important	ADJ
fuelectenerg-9953	23	6	to	to	PART
fuelectenerg-9953	23	7	use	use	VERB
fuelectenerg-9953	23	8	some	some	DET
fuelectenerg-9953	23	9	data	datum	NOUN
fuelectenerg-9953	23	10	transformation	transformation	NOUN
fuelectenerg-9953	23	11	algorithms	algorithm	NOUN
fuelectenerg-9953	23	12	prior	prior	ADV
fuelectenerg-9953	23	13	to	to	ADP
fuelectenerg-9953	23	14	supervised	supervised	ADJ
fuelectenerg-9953	23	15	learning	learning	NOUN
fuelectenerg-9953	23	16	.	.	PUNCT
fuelectenerg-9953	24	1	in	in	ADP
fuelectenerg-9953	24	2	this	this	DET
fuelectenerg-9953	24	3	article	article	NOUN
fuelectenerg-9953	24	4	we	we	PRON
fuelectenerg-9953	24	5	propose	propose	VERB
fuelectenerg-9953	24	6	a	a	DET
fuelectenerg-9953	24	7	three	three	NUM
fuelectenerg-9953	24	8	-	-	PUNCT
fuelectenerg-9953	24	9	step	step	NOUN
fuelectenerg-9953	24	10	algorithm	algorithm	NOUN
fuelectenerg-9953	24	11	that	that	PRON
fuelectenerg-9953	24	12	removes	remove	VERB
fuelectenerg-9953	24	13	all	all	DET
fuelectenerg-9953	24	14	irrelevant	irrelevant	ADJ
fuelectenerg-9953	24	15	features	feature	NOUN
fuelectenerg-9953	24	16	from	from	ADP
fuelectenerg-9953	24	17	the	the	DET
fuelectenerg-9953	24	18	kyoto	kyoto	NOUN
fuelectenerg-9953	24	19	2006	2006	NUM
fuelectenerg-9953	24	20	+	+	NOUN
fuelectenerg-9953	24	21	dataset	dataset	NOUN
fuelectenerg-9953	24	22	and	and	CCONJ
fuelectenerg-9953	24	23	normalizes	normalize	VERB
fuelectenerg-9953	24	24	the	the	DET
fuelectenerg-9953	24	25	instances	instance	NOUN
fuelectenerg-9953	24	26	so	so	SCONJ
fuelectenerg-9953	24	27	that	that	SCONJ
fuelectenerg-9953	24	28	the	the	DET
fuelectenerg-9953	24	29	influence	influence	NOUN
fuelectenerg-9953	24	30	of	of	ADP
fuelectenerg-9953	24	31	one	one	NUM
fuelectenerg-9953	24	32	feature	feature	NOUN
fuelectenerg-9953	24	33	can	can	AUX
fuelectenerg-9953	24	34	not	not	PART
fuelectenerg-9953	24	35	dominate	dominate	VERB
fuelectenerg-9953	24	36	the	the	DET
fuelectenerg-9953	24	37	others	other	NOUN
fuelectenerg-9953	24	38	.	.	PUNCT
fuelectenerg-9953	25	1	after	after	SCONJ
fuelectenerg-9953	25	2	pre	pre	ADJ
fuelectenerg-9953	25	3	-	-	ADJ
fuelectenerg-9953	25	4	processing	processing	NOUN
fuelectenerg-9953	25	5	is	be	AUX
fuelectenerg-9953	25	6	completed	complete	VERB
fuelectenerg-9953	25	7	,	,	PUNCT
fuelectenerg-9953	25	8	there	there	PRON
fuelectenerg-9953	25	9	were	be	VERB
fuelectenerg-9953	25	10	nine	nine	NUM
fuelectenerg-9953	25	11	features	feature	NOUN
fuelectenerg-9953	25	12	left	leave	VERB
fuelectenerg-9953	25	13	to	to	PART
fuelectenerg-9953	25	14	train	train	VERB
fuelectenerg-9953	25	15	two	two	NUM
fuelectenerg-9953	25	16	binary	binary	ADJ
fuelectenerg-9953	25	17	classifiers	classifier	NOUN
fuelectenerg-9953	25	18	,	,	PUNCT
fuelectenerg-9953	25	19	namely	namely	ADV
fuelectenerg-9953	25	20	the	the	DET
fuelectenerg-9953	25	21	weighted	weighted	ADJ
fuelectenerg-9953	25	22	k	k	NOUN
fuelectenerg-9953	25	23	-	-	PUNCT
fuelectenerg-9953	25	24	nearest	near	ADJ
fuelectenerg-9953	25	25	neighbor	neighbor	NOUN
fuelectenerg-9953	25	26	(	(	PUNCT
fuelectenerg-9953	25	27	wk	wk	PROPN
fuelectenerg-9953	25	28	-	-	PUNCT
fuelectenerg-9953	25	29	nn	nn	NOUN
fuelectenerg-9953	25	30	)	)	PUNCT
fuelectenerg-9953	25	31	and	and	CCONJ
fuelectenerg-9953	25	32	the	the	DET
fuelectenerg-9953	25	33	feedforward	feedforward	ADJ
fuelectenerg-9953	25	34	neural	neural	ADJ
fuelectenerg-9953	25	35	network	network	NOUN
fuelectenerg-9953	25	36	(	(	PUNCT
fuelectenerg-9953	25	37	fnn	fnn	PROPN
fuelectenerg-9953	25	38	)	)	PUNCT
fuelectenerg-9953	25	39	.	.	PUNCT
fuelectenerg-9953	26	1	the	the	DET
fuelectenerg-9953	26	2	classifiers	classifier	NOUN
fuelectenerg-9953	26	3	show	show	VERB
fuelectenerg-9953	26	4	a	a	DET
fuelectenerg-9953	26	5	high	high	ADJ
fuelectenerg-9953	26	6	precision	precision	NOUN
fuelectenerg-9953	26	7	in	in	ADP
fuelectenerg-9953	26	8	decision	decision	NOUN
fuelectenerg-9953	26	9	making	making	NOUN
fuelectenerg-9953	26	10	but	but	CCONJ
fuelectenerg-9953	26	11	,	,	PUNCT
fuelectenerg-9953	26	12	in	in	ADP
fuelectenerg-9953	26	13	some	some	DET
fuelectenerg-9953	26	14	cases	case	NOUN
fuelectenerg-9953	26	15	their	their	PRON
fuelectenerg-9953	26	16	decisions	decision	NOUN
fuelectenerg-9953	26	17	are	be	AUX
fuelectenerg-9953	26	18	different	different	ADJ
fuelectenerg-9953	26	19	.	.	PUNCT
fuelectenerg-9953	27	1	the	the	DET
fuelectenerg-9953	27	2	proposed	propose	VERB
fuelectenerg-9953	27	3	wk	wk	PROPN
fuelectenerg-9953	27	4	-	-	PUNCT
fuelectenerg-9953	27	5	fnn	fnn	PROPN
fuelectenerg-9953	27	6	hybrid	hybrid	NOUN
fuelectenerg-9953	27	7	model	model	NOUN
fuelectenerg-9953	27	8	recognizes	recognize	VERB
fuelectenerg-9953	27	9	the	the	DET
fuelectenerg-9953	27	10	opposite	opposite	ADJ
fuelectenerg-9953	27	11	decisions	decision	NOUN
fuelectenerg-9953	27	12	based	base	VERB
fuelectenerg-9953	27	13	on	on	ADP
fuelectenerg-9953	27	14	a	a	DET
fuelectenerg-9953	27	15	bitwise	bitwise	NOUN
fuelectenerg-9953	27	16	exclusive	exclusive	NOUN
fuelectenerg-9953	27	17	or	or	CCONJ
fuelectenerg-9953	27	18	(	(	PUNCT
fuelectenerg-9953	27	19	xor	xor	PROPN
fuelectenerg-9953	27	20	)	)	PUNCT
fuelectenerg-9953	27	21	operation	operation	NOUN
fuelectenerg-9953	27	22	between	between	ADP
fuelectenerg-9953	27	23	the	the	DET
fuelectenerg-9953	27	24	outputs	output	NOUN
fuelectenerg-9953	27	25	of	of	ADP
fuelectenerg-9953	27	26	the	the	DET
fuelectenerg-9953	27	27	classifiers	classifier	NOUN
fuelectenerg-9953	27	28	.	.	PUNCT
fuelectenerg-9953	28	1	the	the	DET
fuelectenerg-9953	28	2	binary	binary	ADJ
fuelectenerg-9953	28	3	sum	sum	NOUN
fuelectenerg-9953	28	4	of	of	ADP
fuelectenerg-9953	28	5	the	the	DET
fuelectenerg-9953	28	6	opposing	opposing	ADJ
fuelectenerg-9953	28	7	decisions	decision	NOUN
fuelectenerg-9953	28	8	is	be	AUX
fuelectenerg-9953	28	9	used	use	VERB
fuelectenerg-9953	28	10	as	as	ADP
fuelectenerg-9953	28	11	the	the	DET
fuelectenerg-9953	28	12	basis	basis	NOUN
fuelectenerg-9953	28	13	for	for	ADP
fuelectenerg-9953	28	14	the	the	DET
fuelectenerg-9953	28	15	additional	additional	ADJ
fuelectenerg-9953	28	16	warnings	warning	NOUN
fuelectenerg-9953	28	17	.	.	PUNCT
fuelectenerg-9953	29	1	two	two	NUM
fuelectenerg-9953	29	2	alerts	alert	NOUN
fuelectenerg-9953	29	3	are	be	AUX
fuelectenerg-9953	29	4	combined	combine	VERB
fuelectenerg-9953	29	5	.	.	PUNCT
fuelectenerg-9953	30	1	trigger	trigger	NOUN
fuelectenerg-9953	30	2	alert	alert	NOUN
fuelectenerg-9953	30	3	reacts	react	NOUN
fuelectenerg-9953	30	4	to	to	ADP
fuelectenerg-9953	30	5	the	the	DET
fuelectenerg-9953	30	6	opposite	opposite	ADJ
fuelectenerg-9953	30	7	decisions	decision	NOUN
fuelectenerg-9953	30	8	and	and	CCONJ
fuelectenerg-9953	30	9	threshold	threshold	NOUN
fuelectenerg-9953	30	10	-	-	PUNCT
fuelectenerg-9953	30	11	based	base	VERB
fuelectenerg-9953	30	12	alert	alert	NOUN
fuelectenerg-9953	30	13	allows	allow	VERB
fuelectenerg-9953	30	14	users	user	NOUN
fuelectenerg-9953	30	15	to	to	PART
fuelectenerg-9953	30	16	prioritize	prioritize	VERB
fuelectenerg-9953	30	17	alerts	alert	NOUN
fuelectenerg-9953	30	18	that	that	PRON
fuelectenerg-9953	30	19	are	be	AUX
fuelectenerg-9953	30	20	rated	rate	VERB
fuelectenerg-9953	30	21	as	as	ADP
fuelectenerg-9953	30	22	critical	critical	ADJ
fuelectenerg-9953	30	23	.	.	PUNCT
fuelectenerg-9953	31	1	2	2	X
fuelectenerg-9953	31	2	.	.	X
fuelectenerg-9953	31	3	literature	literature	NOUN
fuelectenerg-9953	31	4	review	review	PROPN
fuelectenerg-9953	31	5	since	since	SCONJ
fuelectenerg-9953	31	6	the	the	DET
fuelectenerg-9953	31	7	nature	nature	NOUN
fuelectenerg-9953	31	8	of	of	ADP
fuelectenerg-9953	31	9	the	the	DET
fuelectenerg-9953	31	10	features	feature	NOUN
fuelectenerg-9953	31	11	and	and	CCONJ
fuelectenerg-9953	31	12	the	the	DET
fuelectenerg-9953	31	13	number	number	NOUN
fuelectenerg-9953	31	14	of	of	ADP
fuelectenerg-9953	31	15	instances	instance	NOUN
fuelectenerg-9953	31	16	determine	determine	VERB
fuelectenerg-9953	31	17	the	the	DET
fuelectenerg-9953	31	18	applicability	applicability	NOUN
fuelectenerg-9953	31	19	of	of	ADP
fuelectenerg-9953	31	20	anomaly	anomaly	NOUN
fuelectenerg-9953	31	21	detection	detection	NOUN
fuelectenerg-9953	31	22	techniques	technique	NOUN
fuelectenerg-9953	31	23	,	,	PUNCT
fuelectenerg-9953	31	24	the	the	DET
fuelectenerg-9953	31	25	analysis	analysis	NOUN
fuelectenerg-9953	31	26	of	of	ADP
fuelectenerg-9953	31	27	the	the	DET
fuelectenerg-9953	31	28	high	high	ADV
fuelectenerg-9953	31	29	-	-	PUNCT
fuelectenerg-9953	31	30	dimensional	dimensional	ADJ
fuelectenerg-9953	31	31	data	datum	NOUN
fuelectenerg-9953	31	32	sets	set	NOUN
fuelectenerg-9953	31	33	becomes	become	VERB
fuelectenerg-9953	31	34	a	a	DET
fuelectenerg-9953	31	35	challenge	challenge	NOUN
fuelectenerg-9953	31	36	for	for	ADP
fuelectenerg-9953	31	37	researchers	researcher	NOUN
fuelectenerg-9953	31	38	[	[	X
fuelectenerg-9953	31	39	9	9	NUM
fuelectenerg-9953	31	40	,	,	PUNCT
fuelectenerg-9953	31	41	10	10	NUM
fuelectenerg-9953	31	42	]	]	PUNCT
fuelectenerg-9953	31	43	.	.	PUNCT
fuelectenerg-9953	32	1	in	in	ADP
fuelectenerg-9953	32	2	the	the	DET
fuelectenerg-9953	32	3	last	last	ADJ
fuelectenerg-9953	32	4	few	few	ADJ
fuelectenerg-9953	32	5	decades	decade	NOUN
fuelectenerg-9953	32	6	,	,	PUNCT
fuelectenerg-9953	32	7	researchers	researcher	NOUN
fuelectenerg-9953	32	8	have	have	AUX
fuelectenerg-9953	32	9	investigated	investigate	VERB
fuelectenerg-9953	32	10	the	the	DET
fuelectenerg-9953	32	11	intrusion	intrusion	NOUN
fuelectenerg-9953	32	12	detection	detection	NOUN
fuelectenerg-9953	32	13	systems	system	NOUN
fuelectenerg-9953	32	14	for	for	ADP
fuelectenerg-9953	32	15	various	various	ADJ
fuelectenerg-9953	32	16	purposes	purpose	NOUN
fuelectenerg-9953	32	17	and	and	CCONJ
fuelectenerg-9953	32	18	on	on	ADP
fuelectenerg-9953	32	19	the	the	DET
fuelectenerg-9953	32	20	different	different	ADJ
fuelectenerg-9953	32	21	datasets	dataset	NOUN
fuelectenerg-9953	32	22	.	.	PUNCT
fuelectenerg-9953	33	1	in	in	ADP
fuelectenerg-9953	33	2	[	[	X
fuelectenerg-9953	33	3	11	11	NUM
fuelectenerg-9953	33	4	]	]	PUNCT
fuelectenerg-9953	33	5	and	and	CCONJ
fuelectenerg-9953	33	6	[	[	X
fuelectenerg-9953	33	7	12	12	NUM
fuelectenerg-9953	33	8	]	]	PUNCT
fuelectenerg-9953	33	9	the	the	DET
fuelectenerg-9953	33	10	authors	author	NOUN
fuelectenerg-9953	33	11	compare	compare	VERB
fuelectenerg-9953	33	12	the	the	DET
fuelectenerg-9953	33	13	darpa98	darpa98	NOUN
fuelectenerg-9953	33	14	,	,	PUNCT
fuelectenerg-9953	33	15	kdd	kdd	PROPN
fuelectenerg-9953	33	16	cup	cup	PROPN
fuelectenerg-9953	33	17	’	’	PROPN
fuelectenerg-9953	33	18	99	99	NUM
fuelectenerg-9953	33	19	,	,	PUNCT
fuelectenerg-9953	33	20	nsl	nsl	PROPN
fuelectenerg-9953	33	21	-	-	PUNCT
fuelectenerg-9953	33	22	kdd	kdd	PROPN
fuelectenerg-9953	33	23	,	,	PUNCT
fuelectenerg-9953	33	24	kyoto	kyoto	NOUN
fuelectenerg-9953	33	25	2006	2006	NUM
fuelectenerg-9953	33	26	+	+	NOUN
fuelectenerg-9953	33	27	and	and	CCONJ
fuelectenerg-9953	33	28	caida	caida	PROPN
fuelectenerg-9953	33	29	datasets	dataset	NOUN
fuelectenerg-9953	33	30	.	.	PUNCT
fuelectenerg-9953	34	1	in	in	ADP
fuelectenerg-9953	34	2	addition	addition	NOUN
fuelectenerg-9953	34	3	,	,	PUNCT
fuelectenerg-9953	34	4	the	the	DET
fuelectenerg-9953	34	5	authors	author	NOUN
fuelectenerg-9953	34	6	in	in	ADP
fuelectenerg-9953	34	7	[	[	X
fuelectenerg-9953	34	8	13	13	NUM
fuelectenerg-9953	34	9	]	]	PUNCT
fuelectenerg-9953	34	10	have	have	AUX
fuelectenerg-9953	34	11	compared	compare	VERB
fuelectenerg-9953	34	12	a	a	DET
fuelectenerg-9953	34	13	signature	signature	NOUN
fuelectenerg-9953	34	14	-	-	PUNCT
fuelectenerg-9953	34	15	based	base	VERB
fuelectenerg-9953	34	16	and	and	CCONJ
fuelectenerg-9953	34	17	anomaly	anomaly	NOUN
fuelectenerg-9953	34	18	-	-	PUNCT
fuelectenerg-9953	34	19	based	base	VERB
fuelectenerg-9953	34	20	classification	classification	NOUN
fuelectenerg-9953	34	21	and	and	CCONJ
fuelectenerg-9953	34	22	examined	examine	VERB
fuelectenerg-9953	34	23	the	the	DET
fuelectenerg-9953	34	24	iscx2012	iscx2012	NOUN
fuelectenerg-9953	34	25	,	,	PUNCT
fuelectenerg-9953	34	26	cic	cic	PROPN
fuelectenerg-9953	34	27	-	-	PUNCT
fuelectenerg-9953	34	28	ids-2017	ids-2017	NOUN
fuelectenerg-9953	34	29	and	and	CCONJ
fuelectenerg-9953	34	30	cse	cse	NOUN
fuelectenerg-9953	34	31	-	-	PUNCT
fuelectenerg-9953	34	32	cic2018	cic2018	NOUN
fuelectenerg-9953	34	33	datasets	dataset	NOUN
fuelectenerg-9953	34	34	in	in	ADP
fuelectenerg-9953	34	35	the	the	DET
fuelectenerg-9953	34	36	context	context	NOUN
fuelectenerg-9953	34	37	of	of	ADP
fuelectenerg-9953	34	38	the	the	DET
fuelectenerg-9953	34	39	feature	feature	NOUN
fuelectenerg-9953	34	40	selection	selection	NOUN
fuelectenerg-9953	34	41	and	and	CCONJ
fuelectenerg-9953	34	42	the	the	DET
fuelectenerg-9953	34	43	attack	attack	NOUN
fuelectenerg-9953	34	44	types	type	NOUN
fuelectenerg-9953	34	45	.	.	PUNCT
fuelectenerg-9953	35	1	in	in	ADP
fuelectenerg-9953	35	2	[	[	X
fuelectenerg-9953	35	3	14	14	NUM
fuelectenerg-9953	35	4	]	]	PUNCT
fuelectenerg-9953	35	5	the	the	DET
fuelectenerg-9953	35	6	authors	author	NOUN
fuelectenerg-9953	35	7	describe	describe	VERB
fuelectenerg-9953	35	8	the	the	DET
fuelectenerg-9953	35	9	functionality	functionality	NOUN
fuelectenerg-9953	35	10	of	of	ADP
fuelectenerg-9953	35	11	the	the	DET
fuelectenerg-9953	35	12	adfa	adfa	PROPN
fuelectenerg-9953	35	13	-	-	PUNCT
fuelectenerg-9953	35	14	lf	lf	NOUN
fuelectenerg-9953	35	15	and	and	CCONJ
fuelectenerg-9953	35	16	adfa	adfa	PROPN
fuelectenerg-9953	35	17	-	-	PUNCT
fuelectenerg-9953	35	18	wd	wd	ADJ
fuelectenerg-9953	35	19	datasets	dataset	NOUN
fuelectenerg-9953	35	20	and	and	CCONJ
fuelectenerg-9953	35	21	compare	compare	VERB
fuelectenerg-9953	35	22	them	they	PRON
fuelectenerg-9953	35	23	with	with	ADP
fuelectenerg-9953	35	24	the	the	DET
fuelectenerg-9953	35	25	darpa98	darpa98	PROPN
fuelectenerg-9953	35	26	,	,	PUNCT
fuelectenerg-9953	35	27	kdd	kdd	PROPN
fuelectenerg-9953	35	28	cup	cup	PROPN
fuelectenerg-9953	35	29	’	’	PROPN
fuelectenerg-9953	35	30	99	99	NUM
fuelectenerg-9953	35	31	,	,	PUNCT
fuelectenerg-9953	35	32	nsl	nsl	PROPN
fuelectenerg-9953	35	33	-	-	PUNCT
fuelectenerg-9953	35	34	kdd	kdd	PROPN
fuelectenerg-9953	35	35	and	and	CCONJ
fuelectenerg-9953	35	36	cic	cic	PROPN
fuelectenerg-9953	35	37	-	-	PUNCT
fuelectenerg-9953	35	38	ids-2017	ids-2017	NOUN
fuelectenerg-9953	35	39	datasets	dataset	NOUN
fuelectenerg-9953	35	40	.	.	PUNCT
fuelectenerg-9953	36	1	the	the	DET
fuelectenerg-9953	36	2	datasets	dataset	NOUN
fuelectenerg-9953	36	3	are	be	AUX
fuelectenerg-9953	36	4	simulated	simulate	VERB
fuelectenerg-9953	36	5	or	or	CCONJ
fuelectenerg-9953	36	6	captured	capture	VERB
fuelectenerg-9953	36	7	from	from	ADP
fuelectenerg-9953	36	8	real	real	ADJ
fuelectenerg-9953	36	9	computer	computer	NOUN
fuelectenerg-9953	36	10	network	network	NOUN
fuelectenerg-9953	36	11	traffic	traffic	NOUN
fuelectenerg-9953	36	12	,	,	PUNCT
fuelectenerg-9953	36	13	and	and	CCONJ
fuelectenerg-9953	36	14	differ	differ	VERB
fuelectenerg-9953	36	15	in	in	ADP
fuelectenerg-9953	36	16	size	size	NOUN
fuelectenerg-9953	36	17	,	,	PUNCT
fuelectenerg-9953	36	18	number	number	NOUN
fuelectenerg-9953	36	19	of	of	ADP
fuelectenerg-9953	36	20	features	feature	NOUN
fuelectenerg-9953	36	21	,	,	PUNCT
fuelectenerg-9953	36	22	purpose	purpose	NOUN
fuelectenerg-9953	36	23	,	,	PUNCT
fuelectenerg-9953	36	24	type	type	NOUN
fuelectenerg-9953	36	25	of	of	ADP
fuelectenerg-9953	36	26	attacks	attack	NOUN
fuelectenerg-9953	36	27	,	,	PUNCT
fuelectenerg-9953	36	28	etc	etc	X
fuelectenerg-9953	36	29	.	.	X
fuelectenerg-9953	37	1	the	the	DET
fuelectenerg-9953	37	2	main	main	ADJ
fuelectenerg-9953	37	3	characteristics	characteristic	NOUN
fuelectenerg-9953	37	4	of	of	ADP
fuelectenerg-9953	37	5	the	the	DET
fuelectenerg-9953	37	6	above	above	ADJ
fuelectenerg-9953	37	7	datasets	dataset	NOUN
fuelectenerg-9953	37	8	are	be	AUX
fuelectenerg-9953	37	9	summarized	summarize	VERB
fuelectenerg-9953	37	10	in	in	ADP
fuelectenerg-9953	37	11	the	the	DET
fuelectenerg-9953	37	12	table	table	NOUN
fuelectenerg-9953	37	13	1	1	NUM
fuelectenerg-9953	37	14	.	.	X
fuelectenerg-9953	37	15	wk	wk	NOUN
fuelectenerg-9953	37	16	-	-	PUNCT
fuelectenerg-9953	37	17	fnn	fnn	PROPN
fuelectenerg-9953	37	18	design	design	NOUN
fuelectenerg-9953	37	19	for	for	ADP
fuelectenerg-9953	37	20	detection	detection	NOUN
fuelectenerg-9953	37	21	of	of	ADP
fuelectenerg-9953	37	22	anomalies	anomaly	NOUN
fuelectenerg-9953	37	23	in	in	ADP
fuelectenerg-9953	37	24	the	the	DET
fuelectenerg-9953	37	25	computer	computer	NOUN
fuelectenerg-9953	37	26	network	network	NOUN
fuelectenerg-9953	37	27	traffic	traffic	NOUN
fuelectenerg-9953	37	28	table	table	NOUN
fuelectenerg-9953	37	29	1	1	NUM
fuelectenerg-9953	37	30	description	description	NOUN
fuelectenerg-9953	37	31	of	of	ADP
fuelectenerg-9953	37	32	the	the	DET
fuelectenerg-9953	37	33	datasets	dataset	NOUN
fuelectenerg-9953	37	34	dataset	dataset	NOUN
fuelectenerg-9953	37	35	type	type	NOUN
fuelectenerg-9953	37	36	of	of	ADP
fuelectenerg-9953	37	37	the	the	DET
fuelectenerg-9953	37	38	attacks	attack	NOUN
fuelectenerg-9953	37	39	features	feature	VERB
fuelectenerg-9953	37	40	kind	kind	ADV
fuelectenerg-9953	37	41	of	of	ADP
fuelectenerg-9953	37	42	traffic	traffic	NOUN
fuelectenerg-9953	37	43	description	description	NOUN
fuelectenerg-9953	37	44	adfa	adfa	PROPN
fuelectenerg-9953	37	45	-	-	PUNCT
fuelectenerg-9953	37	46	ld	ld	PROPN
fuelectenerg-9953	37	47	and	and	CCONJ
fuelectenerg-9953	37	48	adfawf	adfawf	NOUN
fuelectenerg-9953	37	49	hydra	hydra	PROPN
fuelectenerg-9953	37	50	-	-	PUNCT
fuelectenerg-9953	37	51	ftp	ftp	PROPN
fuelectenerg-9953	37	52	,	,	PUNCT
fuelectenerg-9953	37	53	hydra	hydra	PROPN
fuelectenerg-9953	37	54	ssh	ssh	PROPN
fuelectenerg-9953	37	55	,	,	PUNCT
fuelectenerg-9953	37	56	adduser	adduser	NOUN
fuelectenerg-9953	37	57	,	,	PUNCT
fuelectenerg-9953	37	58	javameterpreter	javameterpreter	PROPN
fuelectenerg-9953	37	59	,	,	PUNCT
fuelectenerg-9953	37	60	meterpreter	meterpreter	NOUN
fuelectenerg-9953	37	61	,	,	PUNCT
fuelectenerg-9953	37	62	webshell	webshell	NOUN
fuelectenerg-9953	37	63	.	.	PUNCT
fuelectenerg-9953	38	1	26	26	NUM
fuelectenerg-9953	38	2	from	from	ADP
fuelectenerg-9953	38	3	the	the	DET
fuelectenerg-9953	38	4	host	host	NOUN
fuelectenerg-9953	38	5	for	for	ADP
fuelectenerg-9953	38	6	normal	normal	ADJ
fuelectenerg-9953	38	7	activities	activity	NOUN
fuelectenerg-9953	38	8	,	,	PUNCT
fuelectenerg-9953	38	9	with	with	ADP
fuelectenerg-9953	38	10	user	user	NOUN
fuelectenerg-9953	38	11	behavior	behavior	NOUN
fuelectenerg-9953	38	12	ranging	range	VERB
fuelectenerg-9953	38	13	from	from	ADP
fuelectenerg-9953	38	14	web	web	NOUN
fuelectenerg-9953	38	15	browsing	browse	VERB
fuelectenerg-9953	38	16	to	to	ADP
fuelectenerg-9953	38	17	latex	latex	PROPN
fuelectenerg-9953	38	18	document	document	NOUN
fuelectenerg-9953	38	19	preparation	preparation	NOUN
fuelectenerg-9953	38	20	.	.	PUNCT
fuelectenerg-9953	39	1	created	create	VERB
fuelectenerg-9953	39	2	from	from	ADP
fuelectenerg-9953	39	3	the	the	DET
fuelectenerg-9953	39	4	evaluation	evaluation	NOUN
fuelectenerg-9953	39	5	of	of	ADP
fuelectenerg-9953	39	6	the	the	DET
fuelectenerg-9953	39	7	systemcall	systemcall	NOUN
fuelectenerg-9953	39	8	-	-	PUNCT
fuelectenerg-9953	39	9	based	base	VERB
fuelectenerg-9953	39	10	hids	hid	NOUN
fuelectenerg-9953	39	11	;	;	PUNCT
fuelectenerg-9953	39	12	linux	linux	PROPN
fuelectenerg-9953	39	13	and	and	CCONJ
fuelectenerg-9953	39	14	unix	unix	PROPN
fuelectenerg-9953	39	15	os	os	PROPN
fuelectenerg-9953	39	16	(	(	PUNCT
fuelectenerg-9953	39	17	ld	ld	PROPN
fuelectenerg-9953	39	18	)	)	PUNCT
fuelectenerg-9953	39	19	and	and	CCONJ
fuelectenerg-9953	39	20	windows	window	NOUN
fuelectenerg-9953	39	21	(	(	PUNCT
fuelectenerg-9953	39	22	wf	wf	PROPN
fuelectenerg-9953	39	23	)	)	PUNCT
fuelectenerg-9953	39	24	.	.	PUNCT
fuelectenerg-9953	40	1	awid	awid	NOUN
fuelectenerg-9953	40	2	attacks	attack	NOUN
fuelectenerg-9953	40	3	on	on	ADP
fuelectenerg-9953	40	4	802.11	802.11	NUM
fuelectenerg-9953	40	5	(	(	PUNCT
fuelectenerg-9953	40	6	authentication	authentication	NOUN
fuelectenerg-9953	40	7	request	request	NOUN
fuelectenerg-9953	40	8	,	,	PUNCT
fuelectenerg-9953	40	9	probe	probe	NOUN
fuelectenerg-9953	40	10	request	request	NOUN
fuelectenerg-9953	40	11	,	,	PUNCT
fuelectenerg-9953	40	12	injection	injection	NOUN
fuelectenerg-9953	40	13	,	,	PUNCT
fuelectenerg-9953	40	14	arp	arp	ADJ
fuelectenerg-9953	40	15	flooding	flooding	NOUN
fuelectenerg-9953	40	16	)	)	PUNCT
fuelectenerg-9953	40	17	.	.	PUNCT
fuelectenerg-9953	41	1	156	156	NUM
fuelectenerg-9953	41	2	features	feature	NOUN
fuelectenerg-9953	41	3	extracted	extract	VERB
fuelectenerg-9953	41	4	from	from	ADP
fuelectenerg-9953	41	5	each	each	DET
fuelectenerg-9953	41	6	packet	packet	NOUN
fuelectenerg-9953	41	7	emulated	emulate	VERB
fuelectenerg-9953	41	8	(	(	PUNCT
fuelectenerg-9953	41	9	small	small	ADJ
fuelectenerg-9953	41	10	network	network	NOUN
fuelectenerg-9953	41	11	,	,	PUNCT
fuelectenerg-9953	41	12	11	11	NUM
fuelectenerg-9953	41	13	clients	client	NOUN
fuelectenerg-9953	41	14	)	)	PUNCT
fuelectenerg-9953	41	15	wlan	wlan	NOUN
fuelectenerg-9953	41	16	traffic	traffic	NOUN
fuelectenerg-9953	41	17	in	in	ADP
fuelectenerg-9953	41	18	packetbased	packetbased	ADJ
fuelectenerg-9953	41	19	format	format	NOUN
fuelectenerg-9953	41	20	;	;	PUNCT
fuelectenerg-9953	41	21	37	37	NUM
fuelectenerg-9953	41	22	million	million	NUM
fuelectenerg-9953	41	23	packets	packet	NOUN
fuelectenerg-9953	41	24	in	in	ADP
fuelectenerg-9953	41	25	one	one	NUM
fuelectenerg-9953	41	26	hour	hour	NOUN
fuelectenerg-9953	41	27	captured	capture	VERB
fuelectenerg-9953	41	28	.	.	PUNCT
fuelectenerg-9953	42	1	caida	caida	PROPN
fuelectenerg-9953	42	2	ddos	ddos	PROPN
fuelectenerg-9953	42	3	network	network	NOUN
fuelectenerg-9953	42	4	traffic	traffic	NOUN
fuelectenerg-9953	42	5	traces	trace	VERB
fuelectenerg-9953	42	6	real	real	ADJ
fuelectenerg-9953	42	7	(	(	PUNCT
fuelectenerg-9953	42	8	collected	collect	VERB
fuelectenerg-9953	42	9	on	on	ADP
fuelectenerg-9953	42	10	high	high	ADJ
fuelectenerg-9953	42	11	-	-	PUNCT
fuelectenerg-9953	42	12	speed	speed	NOUN
fuelectenerg-9953	42	13	monitors	monitor	NOUN
fuelectenerg-9953	42	14	)	)	PUNCT
fuelectenerg-9953	42	15	collected	collect	VERB
fuelectenerg-9953	42	16	on	on	ADP
fuelectenerg-9953	42	17	commercial	commercial	ADJ
fuelectenerg-9953	42	18	backbone	backbone	NOUN
fuelectenerg-9953	42	19	link	link	NOUN
fuelectenerg-9953	42	20	from	from	ADP
fuelectenerg-9953	42	21	2008	2008	NUM
fuelectenerg-9953	42	22	to	to	ADP
fuelectenerg-9953	42	23	2019	2019	NUM
fuelectenerg-9953	42	24	;	;	PUNCT
fuelectenerg-9953	42	25	does	do	AUX
fuelectenerg-9953	42	26	not	not	PART
fuelectenerg-9953	42	27	contain	contain	VERB
fuelectenerg-9953	42	28	diversity	diversity	NOUN
fuelectenerg-9953	42	29	of	of	ADP
fuelectenerg-9953	42	30	attacks	attack	NOUN
fuelectenerg-9953	42	31	.	.	PUNCT
fuelectenerg-9953	43	1	cic	cic	PROPN
fuelectenerg-9953	43	2	-	-	PUNCT
fuelectenerg-9953	43	3	ids2017	ids2017	NOUN
fuelectenerg-9953	43	4	botnets	botnet	NOUN
fuelectenerg-9953	43	5	,	,	PUNCT
fuelectenerg-9953	43	6	cross	cross	ADJ
fuelectenerg-9953	43	7	-	-	ADJ
fuelectenerg-9953	43	8	sitescripting	sitescripting	ADJ
fuelectenerg-9953	43	9	,	,	PUNCT
fuelectenerg-9953	43	10	dos	do	NOUN
fuelectenerg-9953	43	11	,	,	PUNCT
fuelectenerg-9953	43	12	ddos	ddo	NOUN
fuelectenerg-9953	43	13	,	,	PUNCT
fuelectenerg-9953	43	14	goldeneye	goldeneye	NOUN
fuelectenerg-9953	43	15	,	,	PUNCT
fuelectenerg-9953	43	16	hulk	hulk	NOUN
fuelectenerg-9953	43	17	,	,	PUNCT
fuelectenerg-9953	43	18	rudy	rudy	NOUN
fuelectenerg-9953	43	19	,	,	PUNCT
fuelectenerg-9953	43	20	slowhttptest	slowhttptest	NOUN
fuelectenerg-9953	43	21	,	,	PUNCT
fuelectenerg-9953	43	22	slowloris	slowloris	NOUN
fuelectenerg-9953	43	23	.	.	PUNCT
fuelectenerg-9953	44	1	more	more	ADJ
fuelectenerg-9953	44	2	than	than	ADP
fuelectenerg-9953	44	3	80	80	NUM
fuelectenerg-9953	44	4	emulated	emulated	ADJ
fuelectenerg-9953	44	5	(	(	PUNCT
fuelectenerg-9953	44	6	small	small	ADJ
fuelectenerg-9953	44	7	network	network	NOUN
fuelectenerg-9953	44	8	)	)	PUNCT
fuelectenerg-9953	44	9	captured	capture	VERB
fuelectenerg-9953	44	10	over	over	ADP
fuelectenerg-9953	44	11	a	a	DET
fuelectenerg-9953	44	12	period	period	NOUN
fuelectenerg-9953	44	13	of	of	ADP
fuelectenerg-9953	44	14	5	5	NUM
fuelectenerg-9953	44	15	days	day	NOUN
fuelectenerg-9953	44	16	;	;	PUNCT
fuelectenerg-9953	44	17	contains	contain	VERB
fuelectenerg-9953	44	18	network	network	NOUN
fuelectenerg-9953	44	19	traffic	traffic	NOUN
fuelectenerg-9953	44	20	in	in	ADP
fuelectenerg-9953	44	21	packet	packet	NOUN
fuelectenerg-9953	44	22	-	-	PUNCT
fuelectenerg-9953	44	23	based	base	VERB
fuelectenerg-9953	44	24	and	and	CCONJ
fuelectenerg-9953	44	25	bidirectional	bidirectional	ADJ
fuelectenerg-9953	44	26	flowbased	flowbase	VERB
fuelectenerg-9953	44	27	format	format	NOUN
fuelectenerg-9953	44	28	.	.	PUNCT
fuelectenerg-9953	45	1	cse	cse	NOUN
fuelectenerg-9953	45	2	-	-	PUNCT
fuelectenerg-9953	45	3	cic2018	cic2018	NOUN
fuelectenerg-9953	45	4	brute	brute	ADJ
fuelectenerg-9953	45	5	force	force	NOUN
fuelectenerg-9953	45	6	,	,	PUNCT
fuelectenerg-9953	45	7	hearthbleed	hearthbleed	NOUN
fuelectenerg-9953	45	8	,	,	PUNCT
fuelectenerg-9953	45	9	botnet	botnet	NOUN
fuelectenerg-9953	45	10	,	,	PUNCT
fuelectenerg-9953	45	11	dos	do	NOUN
fuelectenerg-9953	45	12	,	,	PUNCT
fuelectenerg-9953	45	13	ddos	ddo	NOUN
fuelectenerg-9953	45	14	,	,	PUNCT
fuelectenerg-9953	45	15	web	web	NOUN
fuelectenerg-9953	45	16	attacks	attack	NOUN
fuelectenerg-9953	45	17	,	,	PUNCT
fuelectenerg-9953	45	18	infiltration	infiltration	NOUN
fuelectenerg-9953	45	19	from	from	ADP
fuelectenerg-9953	45	20	the	the	DET
fuelectenerg-9953	45	21	network	network	NOUN
fuelectenerg-9953	45	22	inside	inside	ADV
fuelectenerg-9953	45	23	.	.	PUNCT
fuelectenerg-9953	46	1	more	more	ADJ
fuelectenerg-9953	46	2	than	than	ADP
fuelectenerg-9953	46	3	80	80	NUM
fuelectenerg-9953	46	4	emulated	emulated	ADJ
fuelectenerg-9953	46	5	(	(	PUNCT
fuelectenerg-9953	46	6	simulated	simulate	VERB
fuelectenerg-9953	46	7	scenarios	scenario	NOUN
fuelectenerg-9953	46	8	)	)	PUNCT
fuelectenerg-9953	46	9	10	10	NUM
fuelectenerg-9953	46	10	days	day	NOUN
fuelectenerg-9953	46	11	network	network	NOUN
fuelectenerg-9953	46	12	traffic	traffic	NOUN
fuelectenerg-9953	46	13	and	and	CCONJ
fuelectenerg-9953	46	14	log	log	VERB
fuelectenerg-9953	46	15	files	file	NOUN
fuelectenerg-9953	46	16	of	of	ADP
fuelectenerg-9953	46	17	50	50	NUM
fuelectenerg-9953	46	18	machines	machine	NOUN
fuelectenerg-9953	46	19	from	from	ADP
fuelectenerg-9953	46	20	the	the	DET
fuelectenerg-9953	46	21	attacker	attacker	NOUN
fuelectenerg-9953	46	22	side	side	NOUN
fuelectenerg-9953	46	23	and	and	CCONJ
fuelectenerg-9953	46	24	420	420	NUM
fuelectenerg-9953	46	25	pcs	pc	NOUN
fuelectenerg-9953	46	26	and	and	CCONJ
fuelectenerg-9953	46	27	30	30	NUM
fuelectenerg-9953	46	28	servers	server	NOUN
fuelectenerg-9953	46	29	from	from	ADP
fuelectenerg-9953	46	30	the	the	DET
fuelectenerg-9953	46	31	victim	victim	NOUN
fuelectenerg-9953	46	32	organization	organization	NOUN
fuelectenerg-9953	46	33	.	.	PUNCT
fuelectenerg-9953	46	34	darpa98	darpa98	PROPN
fuelectenerg-9953	46	35	dos	do	NOUN
fuelectenerg-9953	46	36	,	,	PUNCT
fuelectenerg-9953	46	37	privilege	privilege	NOUN
fuelectenerg-9953	46	38	escalation	escalation	NOUN
fuelectenerg-9953	46	39	(	(	PUNCT
fuelectenerg-9953	46	40	r2l	r2l	NOUN
fuelectenerg-9953	46	41	and	and	CCONJ
fuelectenerg-9953	46	42	u2r	u2r	NOUN
fuelectenerg-9953	46	43	)	)	PUNCT
fuelectenerg-9953	46	44	,	,	PUNCT
fuelectenerg-9953	46	45	probing	probe	VERB
fuelectenerg-9953	46	46	.	.	PUNCT
fuelectenerg-9953	47	1	41	41	NUM
fuelectenerg-9953	47	2	emulated	emulated	ADJ
fuelectenerg-9953	47	3	(	(	PUNCT
fuelectenerg-9953	47	4	small	small	ADJ
fuelectenerg-9953	47	5	network	network	NOUN
fuelectenerg-9953	47	6	)	)	PUNCT
fuelectenerg-9953	47	7	7	7	NUM
fuelectenerg-9953	47	8	weeks	week	NOUN
fuelectenerg-9953	47	9	of	of	ADP
fuelectenerg-9953	47	10	network	network	NOUN
fuelectenerg-9953	47	11	traffic	traffic	NOUN
fuelectenerg-9953	47	12	in	in	ADP
fuelectenerg-9953	47	13	packet	packet	NOUN
fuelectenerg-9953	47	14	-	-	PUNCT
fuelectenerg-9953	47	15	based	base	VERB
fuelectenerg-9953	47	16	format	format	NOUN
fuelectenerg-9953	47	17	and	and	CCONJ
fuelectenerg-9953	47	18	audit	audit	NOUN
fuelectenerg-9953	47	19	log	log	NOUN
fuelectenerg-9953	47	20	.	.	PUNCT
fuelectenerg-9953	48	1	iscx	iscx	NOUN
fuelectenerg-9953	48	2	2012	2012	NUM
fuelectenerg-9953	48	3	scenarios	scenario	NOUN
fuelectenerg-9953	48	4	:	:	PUNCT
fuelectenerg-9953	48	5	infiltrating	infiltrate	VERB
fuelectenerg-9953	48	6	the	the	DET
fuelectenerg-9953	48	7	network	network	NOUN
fuelectenerg-9953	48	8	from	from	ADP
fuelectenerg-9953	48	9	the	the	DET
fuelectenerg-9953	48	10	inside	inside	NOUN
fuelectenerg-9953	48	11	,	,	PUNCT
fuelectenerg-9953	48	12	http	http	PROPN
fuelectenerg-9953	48	13	dos	do	NOUN
fuelectenerg-9953	48	14	,	,	PUNCT
fuelectenerg-9953	48	15	ddos	ddo	NOUN
fuelectenerg-9953	48	16	using	use	VERB
fuelectenerg-9953	48	17	an	an	DET
fuelectenerg-9953	48	18	irt	irt	PROPN
fuelectenerg-9953	48	19	bootnet	bootnet	PROPN
fuelectenerg-9953	48	20	,	,	PUNCT
fuelectenerg-9953	48	21	ssh	ssh	NOUN
fuelectenerg-9953	48	22	brute	brute	ADJ
fuelectenerg-9953	48	23	force	force	NOUN
fuelectenerg-9953	48	24	attack	attack	NOUN
fuelectenerg-9953	48	25	.	.	PUNCT
fuelectenerg-9953	49	1	20	20	NUM
fuelectenerg-9953	49	2	emulated	emulated	ADJ
fuelectenerg-9953	49	3	(	(	PUNCT
fuelectenerg-9953	49	4	small	small	ADJ
fuelectenerg-9953	49	5	network	network	NOUN
fuelectenerg-9953	49	6	)	)	PUNCT
fuelectenerg-9953	49	7	7	7	NUM
fuelectenerg-9953	49	8	days	day	NOUN
fuelectenerg-9953	49	9	of	of	ADP
fuelectenerg-9953	49	10	packet	packet	NOUN
fuelectenerg-9953	49	11	network	network	NOUN
fuelectenerg-9953	49	12	traffic	traffic	NOUN
fuelectenerg-9953	49	13	observed	observe	VERB
fuelectenerg-9953	49	14	.	.	PUNCT
fuelectenerg-9953	50	1	kdd	kdd	PROPN
fuelectenerg-9953	50	2	cup	cup	PROPN
fuelectenerg-9953	50	3	‘	'	PUNCT
fuelectenerg-9953	50	4	99	99	NUM
fuelectenerg-9953	50	5	dos	do	NOUN
fuelectenerg-9953	50	6	,	,	PUNCT
fuelectenerg-9953	50	7	privilege	privilege	NOUN
fuelectenerg-9953	50	8	escalation	escalation	NOUN
fuelectenerg-9953	50	9	(	(	PUNCT
fuelectenerg-9953	50	10	r2l	r2l	NOUN
fuelectenerg-9953	50	11	and	and	CCONJ
fuelectenerg-9953	50	12	u2r	u2r	NOUN
fuelectenerg-9953	50	13	)	)	PUNCT
fuelectenerg-9953	50	14	,	,	PUNCT
fuelectenerg-9953	50	15	probing	probe	VERB
fuelectenerg-9953	50	16	.	.	PUNCT
fuelectenerg-9953	51	1	42	42	NUM
fuelectenerg-9953	51	2	emulated	emulated	ADJ
fuelectenerg-9953	51	3	(	(	PUNCT
fuelectenerg-9953	51	4	small	small	ADJ
fuelectenerg-9953	51	5	network	network	NOUN
fuelectenerg-9953	51	6	)	)	PUNCT
fuelectenerg-9953	51	7	derived	derive	VERB
fuelectenerg-9953	51	8	from	from	ADP
fuelectenerg-9953	51	9	the	the	DET
fuelectenerg-9953	51	10	darpa98	darpa98	NOUN
fuelectenerg-9953	51	11	dataset	dataset	VERB
fuelectenerg-9953	51	12	.	.	PUNCT
fuelectenerg-9953	52	1	five	five	NUM
fuelectenerg-9953	52	2	weeks	week	NOUN
fuelectenerg-9953	52	3	of	of	ADP
fuelectenerg-9953	52	4	network	network	NOUN
fuelectenerg-9953	52	5	traffic	traffic	NOUN
fuelectenerg-9953	52	6	in	in	ADP
fuelectenerg-9953	52	7	packet	packet	NOUN
fuelectenerg-9953	52	8	-	-	PUNCT
fuelectenerg-9953	52	9	based	base	VERB
fuelectenerg-9953	52	10	format	format	NOUN
fuelectenerg-9953	52	11	kyoto	kyoto	NOUN
fuelectenerg-9953	52	12	2006	2006	NUM
fuelectenerg-9953	52	13	+	+	NUM
fuelectenerg-9953	52	14	attacks	attack	NOUN
fuelectenerg-9953	52	15	against	against	ADP
fuelectenerg-9953	52	16	honeypots	honeypot	NOUN
fuelectenerg-9953	52	17	(	(	PUNCT
fuelectenerg-9953	52	18	dos	do	NOUN
fuelectenerg-9953	52	19	,	,	PUNCT
fuelectenerg-9953	52	20	exploits	exploit	NOUN
fuelectenerg-9953	52	21	,	,	PUNCT
fuelectenerg-9953	52	22	malware	malware	NOUN
fuelectenerg-9953	52	23	,	,	PUNCT
fuelectenerg-9953	52	24	port	port	NOUN
fuelectenerg-9953	52	25	scans	scan	NOUN
fuelectenerg-9953	52	26	,	,	PUNCT
fuelectenerg-9953	52	27	shellcode	shellcode	PROPN
fuelectenerg-9953	52	28	)	)	PUNCT
fuelectenerg-9953	52	29	.	.	PUNCT
fuelectenerg-9953	53	1	24	24	NUM
fuelectenerg-9953	53	2	real	real	ADJ
fuelectenerg-9953	53	3	(	(	PUNCT
fuelectenerg-9953	53	4	honeypots	honeypot	NOUN
fuelectenerg-9953	53	5	,	,	PUNCT
fuelectenerg-9953	53	6	and	and	CCONJ
fuelectenerg-9953	53	7	regular	regular	ADJ
fuelectenerg-9953	53	8	servers	server	NOUN
fuelectenerg-9953	53	9	)	)	PUNCT
fuelectenerg-9953	53	10	3	3	NUM
fuelectenerg-9953	53	11	years	year	NOUN
fuelectenerg-9953	53	12	of	of	ADP
fuelectenerg-9953	53	13	real	real	ADJ
fuelectenerg-9953	53	14	packetbased	packetbase	VERB
fuelectenerg-9953	53	15	network	network	NOUN
fuelectenerg-9953	53	16	traffic	traffic	NOUN
fuelectenerg-9953	53	17	;	;	PUNCT
fuelectenerg-9953	53	18	packets	packet	NOUN
fuelectenerg-9953	53	19	converted	convert	VERB
fuelectenerg-9953	53	20	into	into	ADP
fuelectenerg-9953	53	21	the	the	DET
fuelectenerg-9953	53	22	sessions	session	NOUN
fuelectenerg-9953	53	23	.	.	PUNCT
fuelectenerg-9953	54	1	nsl	nsl	PROPN
fuelectenerg-9953	54	2	-	-	PUNCT
fuelectenerg-9953	54	3	kdd	kdd	PROPN
fuelectenerg-9953	54	4	dos	dos	PROPN
fuelectenerg-9953	54	5	,	,	PUNCT
fuelectenerg-9953	54	6	privilege	privilege	NOUN
fuelectenerg-9953	54	7	escalation	escalation	NOUN
fuelectenerg-9953	54	8	(	(	PUNCT
fuelectenerg-9953	54	9	r2l	r2l	NOUN
fuelectenerg-9953	54	10	and	and	CCONJ
fuelectenerg-9953	54	11	u2r	u2r	NOUN
fuelectenerg-9953	54	12	)	)	PUNCT
fuelectenerg-9953	54	13	,	,	PUNCT
fuelectenerg-9953	54	14	probing	probe	VERB
fuelectenerg-9953	54	15	.	.	PUNCT
fuelectenerg-9953	55	1	42	42	NUM
fuelectenerg-9953	55	2	emulated	emulated	ADJ
fuelectenerg-9953	55	3	(	(	PUNCT
fuelectenerg-9953	55	4	small	small	ADJ
fuelectenerg-9953	55	5	network	network	NOUN
fuelectenerg-9953	55	6	)	)	PUNCT
fuelectenerg-9953	55	7	derived	derive	VERB
fuelectenerg-9953	55	8	from	from	ADP
fuelectenerg-9953	55	9	the	the	DET
fuelectenerg-9953	55	10	kddcup	kddcup	ADJ
fuelectenerg-9953	55	11	’	'	PUNCT
fuelectenerg-9953	55	12	99	99	NUM
fuelectenerg-9953	55	13	dataset	dataset	NOUN
fuelectenerg-9953	55	14	;	;	PUNCT
fuelectenerg-9953	55	15	does	do	AUX
fuelectenerg-9953	55	16	not	not	PART
fuelectenerg-9953	55	17	contain	contain	VERB
fuelectenerg-9953	55	18	redundant	redundant	ADJ
fuelectenerg-9953	55	19	records	record	NOUN
fuelectenerg-9953	55	20	in	in	ADP
fuelectenerg-9953	55	21	the	the	DET
fuelectenerg-9953	55	22	training	training	NOUN
fuelectenerg-9953	55	23	set	set	NOUN
fuelectenerg-9953	55	24	nor	nor	CCONJ
fuelectenerg-9953	55	25	duplicates	duplicate	NOUN
fuelectenerg-9953	55	26	in	in	ADP
fuelectenerg-9953	55	27	the	the	DET
fuelectenerg-9953	55	28	test	test	NOUN
fuelectenerg-9953	55	29	set	set	VERB
fuelectenerg-9953	55	30	.	.	PUNCT
fuelectenerg-9953	56	1	as	as	SCONJ
fuelectenerg-9953	56	2	it	it	PRON
fuelectenerg-9953	56	3	is	be	AUX
fuelectenerg-9953	56	4	shown	show	VERB
fuelectenerg-9953	56	5	in	in	ADP
fuelectenerg-9953	56	6	table	table	NOUN
fuelectenerg-9953	56	7	1	1	NUM
fuelectenerg-9953	56	8	,	,	PUNCT
fuelectenerg-9953	56	9	all	all	DET
fuelectenerg-9953	56	10	datasets	dataset	NOUN
fuelectenerg-9953	56	11	,	,	PUNCT
fuelectenerg-9953	56	12	with	with	ADP
fuelectenerg-9953	56	13	the	the	DET
fuelectenerg-9953	56	14	exception	exception	NOUN
fuelectenerg-9953	56	15	of	of	ADP
fuelectenerg-9953	56	16	the	the	DET
fuelectenerg-9953	56	17	kyoto	kyoto	NOUN
fuelectenerg-9953	56	18	2006	2006	NUM
fuelectenerg-9953	56	19	+	+	CCONJ
fuelectenerg-9953	56	20	dataset	dataset	NOUN
fuelectenerg-9953	56	21	,	,	PUNCT
fuelectenerg-9953	56	22	are	be	AUX
fuelectenerg-9953	56	23	either	either	CCONJ
fuelectenerg-9953	56	24	simulated	simulated	ADJ
fuelectenerg-9953	56	25	network	network	NOUN
fuelectenerg-9953	56	26	data	datum	NOUN
fuelectenerg-9953	56	27	or	or	CCONJ
fuelectenerg-9953	56	28	come	come	VERB
fuelectenerg-9953	56	29	from	from	ADP
fuelectenerg-9953	56	30	actual	actual	ADJ
fuelectenerg-9953	56	31	network	network	NOUN
fuelectenerg-9953	56	32	traffic	traffic	NOUN
fuelectenerg-9953	56	33	,	,	PUNCT
fuelectenerg-9953	56	34	which	which	PRON
fuelectenerg-9953	56	35	is	be	AUX
fuelectenerg-9953	56	36	mainly	mainly	ADV
fuelectenerg-9953	56	37	272	272	NUM
fuelectenerg-9953	56	38	d.	d.	PROPN
fuelectenerg-9953	56	39	protić	protić	PROPN
fuelectenerg-9953	56	40	,	,	PUNCT
fuelectenerg-9953	56	41	m.	m.	NOUN
fuelectenerg-9953	56	42	stanković	stanković	PROPN
fuelectenerg-9953	56	43	,	,	PUNCT
fuelectenerg-9953	56	44	v.	v.	CCONJ
fuelectenerg-9953	56	45	antić	antić	PROPN
fuelectenerg-9953	56	46	used	use	VERB
fuelectenerg-9953	56	47	for	for	ADP
fuelectenerg-9953	56	48	signature	signature	NOUN
fuelectenerg-9953	56	49	detection	detection	NOUN
fuelectenerg-9953	56	50	.	.	PUNCT
fuelectenerg-9953	57	1	the	the	DET
fuelectenerg-9953	57	2	dataset	dataset	NOUN
fuelectenerg-9953	57	3	is	be	AUX
fuelectenerg-9953	57	4	also	also	ADV
fuelectenerg-9953	57	5	the	the	DET
fuelectenerg-9953	57	6	only	only	ADJ
fuelectenerg-9953	57	7	one	one	NUM
fuelectenerg-9953	57	8	intended	intend	VERB
fuelectenerg-9953	57	9	for	for	ADP
fuelectenerg-9953	57	10	anomaly	anomaly	NOUN
fuelectenerg-9953	57	11	-	-	PUNCT
fuelectenerg-9953	57	12	based	base	VERB
fuelectenerg-9953	57	13	ids	id	NOUN
fuelectenerg-9953	57	14	modelling	modelling	NOUN
fuelectenerg-9953	57	15	.	.	PUNCT
fuelectenerg-9953	58	1	for	for	ADP
fuelectenerg-9953	58	2	these	these	DET
fuelectenerg-9953	58	3	reasons	reason	NOUN
fuelectenerg-9953	58	4	,	,	PUNCT
fuelectenerg-9953	58	5	this	this	DET
fuelectenerg-9953	58	6	study	study	NOUN
fuelectenerg-9953	58	7	uses	use	VERB
fuelectenerg-9953	58	8	the	the	DET
fuelectenerg-9953	58	9	kyoto	kyoto	NOUN
fuelectenerg-9953	58	10	2006	2006	NUM
fuelectenerg-9953	58	11	+	+	NOUN
fuelectenerg-9953	58	12	dataset	dataset	NOUN
fuelectenerg-9953	58	13	as	as	ADP
fuelectenerg-9953	58	14	the	the	DET
fuelectenerg-9953	58	15	basis	basis	NOUN
fuelectenerg-9953	58	16	for	for	ADP
fuelectenerg-9953	58	17	binary	binary	ADJ
fuelectenerg-9953	58	18	classification	classification	NOUN
fuelectenerg-9953	58	19	experiments	experiment	NOUN
fuelectenerg-9953	58	20	with	with	ADP
fuelectenerg-9953	58	21	machine	machine	NOUN
fuelectenerg-9953	58	22	learning	learning	NOUN
fuelectenerg-9953	58	23	(	(	PUNCT
fuelectenerg-9953	58	24	ml	ml	NOUN
fuelectenerg-9953	58	25	)	)	PUNCT
fuelectenerg-9953	58	26	models	model	NOUN
fuelectenerg-9953	58	27	.	.	PUNCT
fuelectenerg-9953	59	1	machine	machine	NOUN
fuelectenerg-9953	59	2	learning	learning	NOUN
fuelectenerg-9953	59	3	is	be	AUX
fuelectenerg-9953	59	4	effective	effective	ADJ
fuelectenerg-9953	59	5	in	in	ADP
fuelectenerg-9953	59	6	eliminating	eliminate	VERB
fuelectenerg-9953	59	7	redundant	redundant	ADJ
fuelectenerg-9953	59	8	and	and	CCONJ
fuelectenerg-9953	59	9	irrelevant	irrelevant	ADJ
fuelectenerg-9953	59	10	data	datum	NOUN
fuelectenerg-9953	59	11	,	,	PUNCT
fuelectenerg-9953	59	12	increasing	increase	VERB
fuelectenerg-9953	59	13	learning	learning	NOUN
fuelectenerg-9953	59	14	accuracy	accuracy	NOUN
fuelectenerg-9953	59	15	and	and	CCONJ
fuelectenerg-9953	59	16	improving	improve	VERB
fuelectenerg-9953	59	17	comprehensibility	comprehensibility	NOUN
fuelectenerg-9953	59	18	of	of	ADP
fuelectenerg-9953	59	19	the	the	DET
fuelectenerg-9953	59	20	results	result	NOUN
fuelectenerg-9953	59	21	[	[	X
fuelectenerg-9953	59	22	15	15	NUM
fuelectenerg-9953	59	23	]	]	PUNCT
fuelectenerg-9953	59	24	.	.	PUNCT
fuelectenerg-9953	60	1	feature	feature	NOUN
fuelectenerg-9953	60	2	selection	selection	NOUN
fuelectenerg-9953	60	3	has	have	VERB
fuelectenerg-9953	60	4	direct	direct	ADJ
fuelectenerg-9953	60	5	influence	influence	NOUN
fuelectenerg-9953	60	6	on	on	ADP
fuelectenerg-9953	60	7	the	the	DET
fuelectenerg-9953	60	8	efficiency	efficiency	NOUN
fuelectenerg-9953	60	9	of	of	ADP
fuelectenerg-9953	60	10	the	the	DET
fuelectenerg-9953	60	11	results	result	NOUN
fuelectenerg-9953	60	12	and	and	CCONJ
fuelectenerg-9953	60	13	offers	offer	VERB
fuelectenerg-9953	60	14	a	a	DET
fuelectenerg-9953	60	15	way	way	NOUN
fuelectenerg-9953	60	16	to	to	PART
fuelectenerg-9953	60	17	reduce	reduce	VERB
fuelectenerg-9953	60	18	computation	computation	NOUN
fuelectenerg-9953	60	19	time	time	NOUN
fuelectenerg-9953	60	20	,	,	PUNCT
fuelectenerg-9953	60	21	improve	improve	VERB
fuelectenerg-9953	60	22	accuracy	accuracy	NOUN
fuelectenerg-9953	60	23	,	,	PUNCT
fuelectenerg-9953	60	24	and	and	CCONJ
fuelectenerg-9953	60	25	enable	enable	VERB
fuelectenerg-9953	60	26	a	a	DET
fuelectenerg-9953	60	27	better	well	ADJ
fuelectenerg-9953	60	28	understanding	understanding	NOUN
fuelectenerg-9953	60	29	of	of	ADP
fuelectenerg-9953	60	30	the	the	DET
fuelectenerg-9953	60	31	classification	classification	NOUN
fuelectenerg-9953	60	32	models	model	NOUN
fuelectenerg-9953	60	33	or	or	CCONJ
fuelectenerg-9953	60	34	the	the	DET
fuelectenerg-9953	60	35	data	datum	NOUN
fuelectenerg-9953	60	36	.	.	PUNCT
fuelectenerg-9953	61	1	in	in	ADP
fuelectenerg-9953	61	2	the	the	DET
fuelectenerg-9953	61	3	case	case	NOUN
fuelectenerg-9953	61	4	of	of	ADP
fuelectenerg-9953	61	5	an	an	DET
fuelectenerg-9953	61	6	anomaly	anomaly	NOUN
fuelectenerg-9953	61	7	detection	detection	NOUN
fuelectenerg-9953	61	8	,	,	PUNCT
fuelectenerg-9953	61	9	the	the	DET
fuelectenerg-9953	61	10	labels	label	NOUN
fuelectenerg-9953	61	11	assigned	assign	VERB
fuelectenerg-9953	61	12	to	to	ADP
fuelectenerg-9953	61	13	the	the	DET
fuelectenerg-9953	61	14	data	datum	NOUN
fuelectenerg-9953	61	15	instances	instance	NOUN
fuelectenerg-9953	61	16	are	be	AUX
fuelectenerg-9953	61	17	usually	usually	ADV
fuelectenerg-9953	61	18	in	in	ADP
fuelectenerg-9953	61	19	the	the	DET
fuelectenerg-9953	61	20	form	form	NOUN
fuelectenerg-9953	61	21	of	of	ADP
fuelectenerg-9953	61	22	binary	binary	ADJ
fuelectenerg-9953	61	23	values	value	NOUN
fuelectenerg-9953	61	24	[	[	X
fuelectenerg-9953	61	25	16	16	NUM
fuelectenerg-9953	61	26	]	]	PUNCT
fuelectenerg-9953	61	27	.	.	PUNCT
fuelectenerg-9953	62	1	machine	machine	NOUN
fuelectenerg-9953	62	2	learning	learning	NOUN
fuelectenerg-9953	62	3	models	model	NOUN
fuelectenerg-9953	62	4	can	can	AUX
fuelectenerg-9953	62	5	be	be	AUX
fuelectenerg-9953	62	6	very	very	ADV
fuelectenerg-9953	62	7	effective	effective	ADJ
fuelectenerg-9953	62	8	in	in	ADP
fuelectenerg-9953	62	9	learning	learn	VERB
fuelectenerg-9953	62	10	normal	normal	ADJ
fuelectenerg-9953	62	11	or	or	CCONJ
fuelectenerg-9953	62	12	abnormal	abnormal	ADJ
fuelectenerg-9953	62	13	patterns	pattern	NOUN
fuelectenerg-9953	62	14	from	from	ADP
fuelectenerg-9953	62	15	training	train	VERB
fuelectenerg-9953	62	16	data	datum	NOUN
fuelectenerg-9953	62	17	and	and	CCONJ
fuelectenerg-9953	62	18	in	in	ADP
fuelectenerg-9953	62	19	detection	detection	NOUN
fuelectenerg-9953	62	20	of	of	ADP
fuelectenerg-9953	62	21	the	the	DET
fuelectenerg-9953	62	22	anomalies	anomaly	NOUN
fuelectenerg-9953	62	23	in	in	ADP
fuelectenerg-9953	62	24	the	the	DET
fuelectenerg-9953	62	25	computer	computer	NOUN
fuelectenerg-9953	62	26	networks	network	NOUN
fuelectenerg-9953	62	27	[	[	X
fuelectenerg-9953	62	28	17	17	NUM
fuelectenerg-9953	62	29	]	]	PUNCT
fuelectenerg-9953	62	30	.	.	PUNCT
fuelectenerg-9953	63	1	the	the	DET
fuelectenerg-9953	63	2	kyoto	kyoto	PROPN
fuelectenerg-9953	63	3	2006	2006	NUM
fuelectenerg-9953	63	4	+	+	NUM
fuelectenerg-9953	63	5	dataset	dataset	NOUN
fuelectenerg-9953	63	6	is	be	AUX
fuelectenerg-9953	63	7	captured	capture	VERB
fuelectenerg-9953	63	8	and	and	CCONJ
fuelectenerg-9953	63	9	created	create	VERB
fuelectenerg-9953	63	10	in	in	ADP
fuelectenerg-9953	63	11	actual	actual	ADJ
fuelectenerg-9953	63	12	network	network	NOUN
fuelectenerg-9953	63	13	traffic	traffic	NOUN
fuelectenerg-9953	63	14	to	to	PART
fuelectenerg-9953	63	15	classify	classify	VERB
fuelectenerg-9953	63	16	network	network	NOUN
fuelectenerg-9953	63	17	traffic	traffic	NOUN
fuelectenerg-9953	63	18	as	as	ADP
fuelectenerg-9953	63	19	normal	normal	ADJ
fuelectenerg-9953	63	20	or	or	CCONJ
fuelectenerg-9953	63	21	abnormal	abnormal	ADJ
fuelectenerg-9953	63	22	.	.	PUNCT
fuelectenerg-9953	64	1	since	since	SCONJ
fuelectenerg-9953	64	2	the	the	DET
fuelectenerg-9953	64	3	purpose	purpose	NOUN
fuelectenerg-9953	64	4	of	of	ADP
fuelectenerg-9953	64	5	this	this	DET
fuelectenerg-9953	64	6	work	work	NOUN
fuelectenerg-9953	64	7	is	be	AUX
fuelectenerg-9953	64	8	to	to	PART
fuelectenerg-9953	64	9	present	present	VERB
fuelectenerg-9953	64	10	the	the	DET
fuelectenerg-9953	64	11	hybrid	hybrid	NOUN
fuelectenerg-9953	64	12	classifier	classifier	NOUN
fuelectenerg-9953	64	13	for	for	ADP
fuelectenerg-9953	64	14	improved	improved	ADJ
fuelectenerg-9953	64	15	anomaly	anomaly	NOUN
fuelectenerg-9953	64	16	detection	detection	NOUN
fuelectenerg-9953	64	17	in	in	ADP
fuelectenerg-9953	64	18	binary	binary	ADJ
fuelectenerg-9953	64	19	classification	classification	NOUN
fuelectenerg-9953	64	20	this	this	DET
fuelectenerg-9953	64	21	data	datum	NOUN
fuelectenerg-9953	64	22	set	set	VERB
fuelectenerg-9953	64	23	is	be	AUX
fuelectenerg-9953	64	24	used	use	VERB
fuelectenerg-9953	64	25	in	in	ADP
fuelectenerg-9953	64	26	experiments	experiment	NOUN
fuelectenerg-9953	64	27	.	.	PUNCT
fuelectenerg-9953	65	1	the	the	DET
fuelectenerg-9953	65	2	kyoto	kyoto	NOUN
fuelectenerg-9953	65	3	2006	2006	NUM
fuelectenerg-9953	65	4	+	+	NUM
fuelectenerg-9953	65	5	dataset	dataset	NOUN
fuelectenerg-9953	65	6	is	be	AUX
fuelectenerg-9953	65	7	unbalanced	unbalanced	ADJ
fuelectenerg-9953	65	8	data	datum	NOUN
fuelectenerg-9953	65	9	set	set	VERB
fuelectenerg-9953	65	10	in	in	ADP
fuelectenerg-9953	65	11	which	which	PRON
fuelectenerg-9953	65	12	the	the	DET
fuelectenerg-9953	65	13	amounts	amount	NOUN
fuelectenerg-9953	65	14	of	of	ADP
fuelectenerg-9953	65	15	normal	normal	ADJ
fuelectenerg-9953	65	16	and	and	CCONJ
fuelectenerg-9953	65	17	abnormal	abnormal	ADJ
fuelectenerg-9953	65	18	data	datum	NOUN
fuelectenerg-9953	65	19	are	be	AUX
fuelectenerg-9953	65	20	unbalanced	unbalanced	ADJ
fuelectenerg-9953	65	21	.	.	PUNCT
fuelectenerg-9953	66	1	in	in	ADP
fuelectenerg-9953	66	2	[	[	X
fuelectenerg-9953	66	3	18	18	NUM
fuelectenerg-9953	66	4	]	]	PUNCT
fuelectenerg-9953	66	5	,	,	PUNCT
fuelectenerg-9953	66	6	the	the	DET
fuelectenerg-9953	66	7	authors	author	NOUN
fuelectenerg-9953	66	8	present	present	VERB
fuelectenerg-9953	66	9	a	a	DET
fuelectenerg-9953	66	10	series	series	NOUN
fuelectenerg-9953	66	11	of	of	ADP
fuelectenerg-9953	66	12	tests	test	NOUN
fuelectenerg-9953	66	13	they	they	PRON
fuelectenerg-9953	66	14	carried	carry	VERB
fuelectenerg-9953	66	15	out	out	ADP
fuelectenerg-9953	66	16	to	to	PART
fuelectenerg-9953	66	17	assess	assess	VERB
fuelectenerg-9953	66	18	the	the	DET
fuelectenerg-9953	66	19	effectiveness	effectiveness	NOUN
fuelectenerg-9953	66	20	of	of	ADP
fuelectenerg-9953	66	21	ml	ml	ADP
fuelectenerg-9953	66	22	techniques	technique	NOUN
fuelectenerg-9953	66	23	in	in	ADP
fuelectenerg-9953	66	24	detecting	detect	VERB
fuelectenerg-9953	66	25	anomalies	anomaly	NOUN
fuelectenerg-9953	66	26	and	and	CCONJ
fuelectenerg-9953	66	27	present	present	VERB
fuelectenerg-9953	66	28	the	the	DET
fuelectenerg-9953	66	29	algorithms	algorithm	NOUN
fuelectenerg-9953	66	30	that	that	PRON
fuelectenerg-9953	66	31	gave	give	VERB
fuelectenerg-9953	66	32	the	the	DET
fuelectenerg-9953	66	33	best	good	ADJ
fuelectenerg-9953	66	34	results	result	NOUN
fuelectenerg-9953	66	35	.	.	PUNCT
fuelectenerg-9953	67	1	in	in	ADP
fuelectenerg-9953	67	2	[	[	X
fuelectenerg-9953	67	3	19	19	NUM
fuelectenerg-9953	67	4	]	]	PUNCT
fuelectenerg-9953	67	5	the	the	DET
fuelectenerg-9953	67	6	authors	author	NOUN
fuelectenerg-9953	67	7	carried	carry	VERB
fuelectenerg-9953	67	8	out	out	ADP
fuelectenerg-9953	67	9	experiments	experiment	NOUN
fuelectenerg-9953	67	10	with	with	ADP
fuelectenerg-9953	67	11	10	10	NUM
fuelectenerg-9953	67	12	daily	daily	ADJ
fuelectenerg-9953	67	13	records	record	NOUN
fuelectenerg-9953	67	14	from	from	ADP
fuelectenerg-9953	67	15	the	the	DET
fuelectenerg-9953	67	16	kyoto	kyoto	NOUN
fuelectenerg-9953	67	17	2006	2006	NUM
fuelectenerg-9953	67	18	+	+	NOUN
fuelectenerg-9953	67	19	dataset	dataset	NOUN
fuelectenerg-9953	67	20	and	and	CCONJ
fuelectenerg-9953	67	21	showed	show	VERB
fuelectenerg-9953	67	22	that	that	DET
fuelectenerg-9953	67	23	accuracy	accuracy	NOUN
fuelectenerg-9953	67	24	decreases	decrease	VERB
fuelectenerg-9953	67	25	slightly	slightly	ADV
fuelectenerg-9953	67	26	when	when	SCONJ
fuelectenerg-9953	67	27	the	the	DET
fuelectenerg-9953	67	28	number	number	NOUN
fuelectenerg-9953	67	29	of	of	ADP
fuelectenerg-9953	67	30	features	feature	NOUN
fuelectenerg-9953	67	31	is	be	AUX
fuelectenerg-9953	67	32	reduced	reduce	VERB
fuelectenerg-9953	67	33	from	from	ADP
fuelectenerg-9953	67	34	17	17	NUM
fuelectenerg-9953	67	35	to	to	PART
fuelectenerg-9953	67	36	9	9	NUM
fuelectenerg-9953	67	37	and	and	CCONJ
fuelectenerg-9953	67	38	the	the	DET
fuelectenerg-9953	67	39	instances	instance	NOUN
fuelectenerg-9953	67	40	range	range	VERB
fuelectenerg-9953	67	41	from	from	ADP
fuelectenerg-9953	67	42	-1	-1	INTJ
fuelectenerg-9953	67	43	to	to	ADP
fuelectenerg-9953	67	44	1	1	NUM
fuelectenerg-9953	67	45	.	.	PUNCT
fuelectenerg-9953	68	1	in	in	ADP
fuelectenerg-9953	68	2	supervised	supervised	ADJ
fuelectenerg-9953	68	3	machine	machine	NOUN
fuelectenerg-9953	68	4	learning	learning	NOUN
fuelectenerg-9953	68	5	,	,	PUNCT
fuelectenerg-9953	68	6	wk	wk	PROPN
fuelectenerg-9953	68	7	-	-	PUNCT
fuelectenerg-9953	68	8	nn	nn	PROPN
fuelectenerg-9953	68	9	has	have	VERB
fuelectenerg-9953	68	10	the	the	DET
fuelectenerg-9953	68	11	highest	high	ADJ
fuelectenerg-9953	68	12	accuracy	accuracy	NOUN
fuelectenerg-9953	68	13	of	of	ADP
fuelectenerg-9953	68	14	a	a	DET
fuelectenerg-9953	68	15	variety	variety	NOUN
fuelectenerg-9953	68	16	of	of	ADP
fuelectenerg-9953	68	17	machine	machine	NOUN
fuelectenerg-9953	68	18	learning	learning	NOUN
fuelectenerg-9953	68	19	models	model	NOUN
fuelectenerg-9953	68	20	.	.	PUNCT
fuelectenerg-9953	69	1	in	in	ADP
fuelectenerg-9953	69	2	[	[	X
fuelectenerg-9953	69	3	20	20	NUM
fuelectenerg-9953	69	4	]	]	PUNCT
fuelectenerg-9953	69	5	the	the	DET
fuelectenerg-9953	69	6	author	author	NOUN
fuelectenerg-9953	69	7	proposes	propose	VERB
fuelectenerg-9953	69	8	a	a	DET
fuelectenerg-9953	69	9	method	method	NOUN
fuelectenerg-9953	69	10	that	that	PRON
fuelectenerg-9953	69	11	can	can	AUX
fuelectenerg-9953	69	12	detect	detect	VERB
fuelectenerg-9953	69	13	large	large	ADJ
fuelectenerg-9953	69	14	-	-	PUNCT
fuelectenerg-9953	69	15	scale	scale	NOUN
fuelectenerg-9953	69	16	attacks	attack	NOUN
fuelectenerg-9953	69	17	in	in	ADP
fuelectenerg-9953	69	18	real	real	ADJ
fuelectenerg-9953	69	19	time	time	NOUN
fuelectenerg-9953	69	20	with	with	ADP
fuelectenerg-9953	69	21	weighted	weighted	ADJ
fuelectenerg-9953	69	22	k	k	PROPN
fuelectenerg-9953	69	23	-	-	PUNCT
fuelectenerg-9953	69	24	nn	nn	ADJ
fuelectenerg-9953	69	25	classifiers	classifier	NOUN
fuelectenerg-9953	69	26	.	.	PUNCT
fuelectenerg-9953	70	1	the	the	DET
fuelectenerg-9953	70	2	key	key	ADJ
fuelectenerg-9953	70	3	factor	factor	NOUN
fuelectenerg-9953	70	4	in	in	ADP
fuelectenerg-9953	70	5	developing	develop	VERB
fuelectenerg-9953	70	6	an	an	DET
fuelectenerg-9953	70	7	anomaly	anomaly	NOUN
fuelectenerg-9953	70	8	-	-	PUNCT
fuelectenerg-9953	70	9	based	base	VERB
fuelectenerg-9953	70	10	intrusion	intrusion	NOUN
fuelectenerg-9953	70	11	detection	detection	NOUN
fuelectenerg-9953	70	12	system	system	NOUN
fuelectenerg-9953	70	13	is	be	AUX
fuelectenerg-9953	70	14	the	the	DET
fuelectenerg-9953	70	15	selection	selection	NOUN
fuelectenerg-9953	70	16	of	of	ADP
fuelectenerg-9953	70	17	significant	significant	ADJ
fuelectenerg-9953	70	18	features	feature	NOUN
fuelectenerg-9953	70	19	for	for	ADP
fuelectenerg-9953	70	20	decision	decision	NOUN
fuelectenerg-9953	70	21	-	-	PUNCT
fuelectenerg-9953	70	22	making	making	NOUN
fuelectenerg-9953	70	23	.	.	PUNCT
fuelectenerg-9953	71	1	a	a	DET
fuelectenerg-9953	71	2	good	good	ADJ
fuelectenerg-9953	71	3	feature	feature	NOUN
fuelectenerg-9953	71	4	selection	selection	NOUN
fuelectenerg-9953	71	5	for	for	ADP
fuelectenerg-9953	71	6	choosing	choose	VERB
fuelectenerg-9953	71	7	meaningful	meaningful	ADJ
fuelectenerg-9953	71	8	and	and	CCONJ
fuelectenerg-9953	71	9	as	as	ADV
fuelectenerg-9953	71	10	few	few	ADJ
fuelectenerg-9953	71	11	features	feature	NOUN
fuelectenerg-9953	71	12	as	as	ADP
fuelectenerg-9953	71	13	possible	possible	ADJ
fuelectenerg-9953	71	14	plays	play	VERB
fuelectenerg-9953	71	15	a	a	DET
fuelectenerg-9953	71	16	key	key	ADJ
fuelectenerg-9953	71	17	role	role	NOUN
fuelectenerg-9953	71	18	in	in	ADP
fuelectenerg-9953	71	19	successful	successful	ADJ
fuelectenerg-9953	71	20	anomaly	anomaly	NOUN
fuelectenerg-9953	71	21	-	-	PUNCT
fuelectenerg-9953	71	22	based	base	VERB
fuelectenerg-9953	71	23	ids	id	NOUN
fuelectenerg-9953	71	24	.	.	PUNCT
fuelectenerg-9953	72	1	in	in	ADP
fuelectenerg-9953	72	2	[	[	X
fuelectenerg-9953	72	3	21	21	NUM
fuelectenerg-9953	72	4	]	]	PUNCT
fuelectenerg-9953	72	5	the	the	DET
fuelectenerg-9953	72	6	authors	author	NOUN
fuelectenerg-9953	72	7	proposed	propose	VERB
fuelectenerg-9953	72	8	a	a	DET
fuelectenerg-9953	72	9	new	new	ADJ
fuelectenerg-9953	72	10	learning	learning	NOUN
fuelectenerg-9953	72	11	algorithm	algorithm	NOUN
fuelectenerg-9953	72	12	for	for	ADP
fuelectenerg-9953	72	13	pseudo	pseudo	NOUN
fuelectenerg-9953	72	14	-	-	NOUN
fuelectenerg-9953	72	15	neighbor	neighbor	NOUN
fuelectenerg-9953	72	16	elimination	elimination	NOUN
fuelectenerg-9953	72	17	and	and	CCONJ
fuelectenerg-9953	72	18	anomaly	anomaly	NOUN
fuelectenerg-9953	72	19	detection	detection	NOUN
fuelectenerg-9953	72	20	based	base	VERB
fuelectenerg-9953	72	21	on	on	ADP
fuelectenerg-9953	72	22	the	the	DET
fuelectenerg-9953	72	23	wk	wk	PROPN
fuelectenerg-9953	72	24	-	-	PUNCT
fuelectenerg-9953	72	25	nn	nn	PROPN
fuelectenerg-9953	72	26	model	model	NOUN
fuelectenerg-9953	72	27	in	in	ADP
fuelectenerg-9953	72	28	order	order	NOUN
fuelectenerg-9953	72	29	to	to	PART
fuelectenerg-9953	72	30	minimize	minimize	VERB
fuelectenerg-9953	72	31	the	the	DET
fuelectenerg-9953	72	32	effects	effect	NOUN
fuelectenerg-9953	72	33	of	of	ADP
fuelectenerg-9953	72	34	these	these	DET
fuelectenerg-9953	72	35	distant	distant	ADJ
fuelectenerg-9953	72	36	neighbors	neighbor	NOUN
fuelectenerg-9953	72	37	.	.	PUNCT
fuelectenerg-9953	73	1	in	in	ADP
fuelectenerg-9953	73	2	[	[	X
fuelectenerg-9953	73	3	22	22	NUM
fuelectenerg-9953	73	4	]	]	PUNCT
fuelectenerg-9953	73	5	the	the	DET
fuelectenerg-9953	73	6	authors	author	NOUN
fuelectenerg-9953	73	7	examine	examine	VERB
fuelectenerg-9953	73	8	the	the	DET
fuelectenerg-9953	73	9	applicability	applicability	NOUN
fuelectenerg-9953	73	10	of	of	ADP
fuelectenerg-9953	73	11	the	the	DET
fuelectenerg-9953	73	12	feedforward	feedforward	ADJ
fuelectenerg-9953	73	13	architecture	architecture	NOUN
fuelectenerg-9953	73	14	of	of	ADP
fuelectenerg-9953	73	15	neural	neural	ADJ
fuelectenerg-9953	73	16	networks	network	NOUN
fuelectenerg-9953	73	17	for	for	ADP
fuelectenerg-9953	73	18	traffic	traffic	NOUN
fuelectenerg-9953	73	19	prediction	prediction	NOUN
fuelectenerg-9953	73	20	and	and	CCONJ
fuelectenerg-9953	73	21	compare	compare	VERB
fuelectenerg-9953	73	22	the	the	DET
fuelectenerg-9953	73	23	performance	performance	NOUN
fuelectenerg-9953	73	24	of	of	ADP
fuelectenerg-9953	73	25	different	different	ADJ
fuelectenerg-9953	73	26	back	back	ADJ
fuelectenerg-9953	73	27	-	-	PUNCT
fuelectenerg-9953	73	28	propagation	propagation	NOUN
fuelectenerg-9953	73	29	algorithms	algorithm	NOUN
fuelectenerg-9953	73	30	.	.	PUNCT
fuelectenerg-9953	74	1	the	the	DET
fuelectenerg-9953	74	2	prediction	prediction	NOUN
fuelectenerg-9953	74	3	is	be	AUX
fuelectenerg-9953	74	4	made	make	VERB
fuelectenerg-9953	74	5	for	for	ADP
fuelectenerg-9953	74	6	various	various	ADJ
fuelectenerg-9953	74	7	random	random	ADJ
fuelectenerg-9953	74	8	aggregates	aggregate	NOUN
fuelectenerg-9953	74	9	of	of	ADP
fuelectenerg-9953	74	10	traffic	traffic	NOUN
fuelectenerg-9953	74	11	flows	flow	NOUN
fuelectenerg-9953	74	12	.	.	PUNCT
fuelectenerg-9953	75	1	the	the	DET
fuelectenerg-9953	75	2	performance	performance	NOUN
fuelectenerg-9953	75	3	analysis	analysis	NOUN
fuelectenerg-9953	75	4	showed	show	VERB
fuelectenerg-9953	75	5	the	the	DET
fuelectenerg-9953	75	6	effectiveness	effectiveness	NOUN
fuelectenerg-9953	75	7	of	of	ADP
fuelectenerg-9953	75	8	the	the	DET
fuelectenerg-9953	75	9	proposed	propose	VERB
fuelectenerg-9953	75	10	method	method	NOUN
fuelectenerg-9953	75	11	for	for	ADP
fuelectenerg-9953	75	12	an	an	DET
fuelectenerg-9953	75	13	adequate	adequate	ADJ
fuelectenerg-9953	75	14	choice	choice	NOUN
fuelectenerg-9953	75	15	of	of	ADP
fuelectenerg-9953	75	16	the	the	DET
fuelectenerg-9953	75	17	learning	learning	NOUN
fuelectenerg-9953	75	18	algorithm	algorithm	NOUN
fuelectenerg-9953	75	19	.	.	PUNCT
fuelectenerg-9953	76	1	in	in	ADP
fuelectenerg-9953	76	2	[	[	X
fuelectenerg-9953	76	3	23	23	NUM
fuelectenerg-9953	76	4	]	]	PUNCT
fuelectenerg-9953	76	5	the	the	DET
fuelectenerg-9953	76	6	authors	author	NOUN
fuelectenerg-9953	76	7	approached	approach	VERB
fuelectenerg-9953	76	8	an	an	DET
fuelectenerg-9953	76	9	ids	id	NOUN
fuelectenerg-9953	76	10	using	use	VERB
fuelectenerg-9953	76	11	a	a	DET
fuelectenerg-9953	76	12	2	2	NUM
fuelectenerg-9953	76	13	-	-	PUNCT
fuelectenerg-9953	76	14	layered	layer	VERB
fuelectenerg-9953	76	15	feedforward	feedforward	NOUN
fuelectenerg-9953	76	16	neural	neural	ADJ
fuelectenerg-9953	76	17	network	network	NOUN
fuelectenerg-9953	76	18	.	.	PUNCT
fuelectenerg-9953	77	1	in	in	ADP
fuelectenerg-9953	77	2	the	the	DET
fuelectenerg-9953	77	3	training	training	NOUN
fuelectenerg-9953	77	4	phase	phase	NOUN
fuelectenerg-9953	77	5	,	,	PUNCT
fuelectenerg-9953	77	6	the	the	DET
fuelectenerg-9953	77	7	early	early	ADJ
fuelectenerg-9953	77	8	-	-	PUNCT
fuelectenerg-9953	77	9	stop	stop	NOUN
fuelectenerg-9953	77	10	strategy	strategy	NOUN
fuelectenerg-9953	77	11	is	be	AUX
fuelectenerg-9953	77	12	used	use	VERB
fuelectenerg-9953	77	13	to	to	PART
fuelectenerg-9953	77	14	overcome	overcome	VERB
fuelectenerg-9953	77	15	the	the	DET
fuelectenerg-9953	77	16	problem	problem	NOUN
fuelectenerg-9953	77	17	of	of	ADP
fuelectenerg-9953	77	18	overfitting	overfitte	VERB
fuelectenerg-9953	77	19	in	in	ADP
fuelectenerg-9953	77	20	neural	neural	ADJ
fuelectenerg-9953	77	21	networks	network	NOUN
fuelectenerg-9953	77	22	.	.	PUNCT
fuelectenerg-9953	78	1	the	the	DET
fuelectenerg-9953	78	2	proposed	propose	VERB
fuelectenerg-9953	78	3	system	system	NOUN
fuelectenerg-9953	78	4	is	be	AUX
fuelectenerg-9953	78	5	assessed	assess	VERB
fuelectenerg-9953	78	6	against	against	ADP
fuelectenerg-9953	78	7	the	the	DET
fuelectenerg-9953	78	8	darpa	darpa	PROPN
fuelectenerg-9953	78	9	dataset	dataset	NOUN
fuelectenerg-9953	78	10	.	.	PUNCT
fuelectenerg-9953	79	1	the	the	DET
fuelectenerg-9953	79	2	selected	select	VERB
fuelectenerg-9953	79	3	connections	connection	NOUN
fuelectenerg-9953	79	4	from	from	ADP
fuelectenerg-9953	79	5	the	the	DET
fuelectenerg-9953	79	6	darpa	darpa	PROPN
fuelectenerg-9953	79	7	dataset	dataset	NOUN
fuelectenerg-9953	79	8	are	be	AUX
fuelectenerg-9953	79	9	preprocessed	preprocesse	VERB
fuelectenerg-9953	79	10	and	and	CCONJ
fuelectenerg-9953	79	11	feature	feature	NOUN
fuelectenerg-9953	79	12	range	range	NOUN
fuelectenerg-9953	79	13	is	be	AUX
fuelectenerg-9953	79	14	converted	convert	VERB
fuelectenerg-9953	79	15	into	into	ADP
fuelectenerg-9953	79	16	[	[	X
fuelectenerg-9953	79	17	-1	-1	ADJ
fuelectenerg-9953	79	18	,	,	PUNCT
fuelectenerg-9953	79	19	1	1	NUM
fuelectenerg-9953	79	20	]	]	PUNCT
fuelectenerg-9953	79	21	.	.	PUNCT
fuelectenerg-9953	80	1	these	these	DET
fuelectenerg-9953	80	2	modifications	modification	NOUN
fuelectenerg-9953	80	3	affect	affect	VERB
fuelectenerg-9953	80	4	final	final	ADJ
fuelectenerg-9953	80	5	detection	detection	NOUN
fuelectenerg-9953	80	6	results	result	NOUN
fuelectenerg-9953	80	7	in	in	ADP
fuelectenerg-9953	80	8	particular	particular	ADJ
fuelectenerg-9953	80	9	.	.	PUNCT
fuelectenerg-9953	81	1	in	in	ADP
fuelectenerg-9953	81	2	[	[	X
fuelectenerg-9953	81	3	24	24	NUM
fuelectenerg-9953	81	4	]	]	PUNCT
fuelectenerg-9953	81	5	the	the	DET
fuelectenerg-9953	81	6	authors	author	NOUN
fuelectenerg-9953	81	7	proposed	propose	VERB
fuelectenerg-9953	81	8	ids	id	NOUN
fuelectenerg-9953	81	9	model	model	NOUN
fuelectenerg-9953	81	10	,	,	PUNCT
fuelectenerg-9953	81	11	which	which	PRON
fuelectenerg-9953	81	12	uses	use	VERB
fuelectenerg-9953	81	13	the	the	DET
fuelectenerg-9953	81	14	feedforward	feedforward	ADJ
fuelectenerg-9953	81	15	neural	neural	ADJ
fuelectenerg-9953	81	16	network	network	NOUN
fuelectenerg-9953	81	17	and	and	CCONJ
fuelectenerg-9953	81	18	the	the	DET
fuelectenerg-9953	81	19	back	back	ADJ
fuelectenerg-9953	81	20	-	-	PUNCT
fuelectenerg-9953	81	21	propagation	propagation	NOUN
fuelectenerg-9953	81	22	algorithms	algorithm	NOUN
fuelectenerg-9953	81	23	along	along	ADP
fuelectenerg-9953	81	24	with	with	ADP
fuelectenerg-9953	81	25	various	various	ADJ
fuelectenerg-9953	81	26	optimization	optimization	NOUN
fuelectenerg-9953	81	27	techniques	technique	NOUN
fuelectenerg-9953	81	28	to	to	PART
fuelectenerg-9953	81	29	minimize	minimize	VERB
fuelectenerg-9953	81	30	the	the	DET
fuelectenerg-9953	81	31	overall	overall	ADJ
fuelectenerg-9953	81	32	computational	computational	ADJ
fuelectenerg-9953	81	33	overhead	overhead	NOUN
fuelectenerg-9953	81	34	,	,	PUNCT
fuelectenerg-9953	81	35	while	while	SCONJ
fuelectenerg-9953	81	36	maintaining	maintain	VERB
fuelectenerg-9953	81	37	a	a	DET
fuelectenerg-9953	81	38	high	high	ADJ
fuelectenerg-9953	81	39	level	level	NOUN
fuelectenerg-9953	81	40	of	of	ADP
fuelectenerg-9953	81	41	performance	performance	NOUN
fuelectenerg-9953	81	42	.	.	PUNCT
fuelectenerg-9953	82	1	the	the	DET
fuelectenerg-9953	82	2	experimental	experimental	ADJ
fuelectenerg-9953	82	3	results	result	NOUN
fuelectenerg-9953	82	4	on	on	ADP
fuelectenerg-9953	82	5	the	the	DET
fuelectenerg-9953	82	6	benchmark	benchmark	ADJ
fuelectenerg-9953	82	7	nsl	nsl	PROPN
fuelectenerg-9953	82	8	-	-	PUNCT
fuelectenerg-9953	82	9	kdd	kdd	PROPN
fuelectenerg-9953	82	10	dataset	dataset	NOUN
fuelectenerg-9953	82	11	shows	show	VERB
fuelectenerg-9953	82	12	that	that	SCONJ
fuelectenerg-9953	82	13	in	in	ADP
fuelectenerg-9953	82	14	some	some	DET
fuelectenerg-9953	82	15	cases	case	NOUN
fuelectenerg-9953	82	16	the	the	DET
fuelectenerg-9953	82	17	accuracy	accuracy	NOUN
fuelectenerg-9953	82	18	of	of	ADP
fuelectenerg-9953	82	19	the	the	DET
fuelectenerg-9953	82	20	proposed	propose	VERB
fuelectenerg-9953	82	21	ids	ids	NOUN
fuelectenerg-9953	82	22	model	model	NOUN
fuelectenerg-9953	82	23	is	be	AUX
fuelectenerg-9953	82	24	better	well	ADJ
fuelectenerg-9953	82	25	than	than	ADP
fuelectenerg-9953	82	26	that	that	PRON
fuelectenerg-9953	82	27	of	of	ADP
fuelectenerg-9953	82	28	the	the	DET
fuelectenerg-9953	82	29	other	other	ADJ
fuelectenerg-9953	82	30	ids	id	NOUN
fuelectenerg-9953	82	31	models	model	NOUN
fuelectenerg-9953	82	32	.	.	PUNCT
fuelectenerg-9953	83	1	because	because	SCONJ
fuelectenerg-9953	83	2	of	of	ADP
fuelectenerg-9953	83	3	its	its	PRON
fuelectenerg-9953	83	4	high	high	ADJ
fuelectenerg-9953	83	5	performance	performance	NOUN
fuelectenerg-9953	83	6	and	and	CCONJ
fuelectenerg-9953	83	7	low	low	ADJ
fuelectenerg-9953	83	8	computational	computational	ADJ
fuelectenerg-9953	83	9	requirements	requirement	NOUN
fuelectenerg-9953	83	10	,	,	PUNCT
fuelectenerg-9953	83	11	the	the	DET
fuelectenerg-9953	83	12	proposed	propose	VERB
fuelectenerg-9953	83	13	model	model	NOUN
fuelectenerg-9953	83	14	was	be	AUX
fuelectenerg-9953	83	15	a	a	DET
fuelectenerg-9953	83	16	suitable	suitable	ADJ
fuelectenerg-9953	83	17	candidate	candidate	NOUN
fuelectenerg-9953	83	18	for	for	ADP
fuelectenerg-9953	83	19	real	real	ADJ
fuelectenerg-9953	83	20	-	-	PUNCT
fuelectenerg-9953	83	21	time	time	NOUN
fuelectenerg-9953	83	22	implementation	implementation	NOUN
fuelectenerg-9953	83	23	.	.	PUNCT
fuelectenerg-9953	84	1	in	in	ADP
fuelectenerg-9953	84	2	[	[	X
fuelectenerg-9953	84	3	25	25	NUM
fuelectenerg-9953	84	4	]	]	PUNCT
fuelectenerg-9953	84	5	the	the	DET
fuelectenerg-9953	84	6	authors	author	NOUN
fuelectenerg-9953	84	7	showed	show	VERB
fuelectenerg-9953	84	8	the	the	DET
fuelectenerg-9953	84	9	results	result	NOUN
fuelectenerg-9953	84	10	on	on	ADP
fuelectenerg-9953	84	11	the	the	DET
fuelectenerg-9953	84	12	accuracy	accuracy	NOUN
fuelectenerg-9953	84	13	of	of	ADP
fuelectenerg-9953	84	14	two	two	NUM
fuelectenerg-9953	84	15	fnn	fnn	NOUN
fuelectenerg-9953	84	16	classifiers	classifier	NOUN
fuelectenerg-9953	84	17	in	in	ADP
fuelectenerg-9953	84	18	the	the	DET
fuelectenerg-9953	84	19	short	short	ADJ
fuelectenerg-9953	84	20	processing	processing	NOUN
fuelectenerg-9953	84	21	time	time	NOUN
fuelectenerg-9953	84	22	when	when	SCONJ
fuelectenerg-9953	84	23	deciding	decide	VERB
fuelectenerg-9953	84	24	on	on	ADP
fuelectenerg-9953	84	25	anomalies	anomaly	NOUN
fuelectenerg-9953	84	26	in	in	ADP
fuelectenerg-9953	84	27	the	the	DET
fuelectenerg-9953	84	28	behavior	behavior	NOUN
fuelectenerg-9953	84	29	of	of	ADP
fuelectenerg-9953	84	30	the	the	DET
fuelectenerg-9953	84	31	complex	complex	ADJ
fuelectenerg-9953	84	32	computer	computer	NOUN
fuelectenerg-9953	84	33	networks	network	NOUN
fuelectenerg-9953	84	34	.	.	PUNCT
fuelectenerg-9953	85	1	in	in	ADP
fuelectenerg-9953	85	2	[	[	X
fuelectenerg-9953	85	3	26	26	NUM
fuelectenerg-9953	85	4	]	]	PUNCT
fuelectenerg-9953	85	5	the	the	DET
fuelectenerg-9953	85	6	authors	author	NOUN
fuelectenerg-9953	85	7	used	use	VERB
fuelectenerg-9953	85	8	a	a	DET
fuelectenerg-9953	85	9	pc	pc	NOUN
fuelectenerg-9953	85	10	-	-	PUNCT
fuelectenerg-9953	85	11	generated	generate	VERB
fuelectenerg-9953	85	12	offline	offline	ADJ
fuelectenerg-9953	85	13	data	datum	NOUN
fuelectenerg-9953	85	14	set	set	VERB
fuelectenerg-9953	85	15	to	to	PART
fuelectenerg-9953	85	16	assess	assess	VERB
fuelectenerg-9953	85	17	the	the	DET
fuelectenerg-9953	85	18	performance	performance	NOUN
fuelectenerg-9953	85	19	of	of	ADP
fuelectenerg-9953	85	20	two	two	NUM
fuelectenerg-9953	85	21	neural	neural	ADJ
fuelectenerg-9953	85	22	network	network	NOUN
fuelectenerg-9953	85	23	-	-	PUNCT
fuelectenerg-9953	85	24	based	base	VERB
fuelectenerg-9953	85	25	techniques	technique	NOUN
fuelectenerg-9953	85	26	.	.	PUNCT
fuelectenerg-9953	86	1	in	in	ADP
fuelectenerg-9953	86	2	this	this	DET
fuelectenerg-9953	86	3	data	datum	NOUN
fuelectenerg-9953	86	4	set	set	VERB
fuelectenerg-9953	86	5	,	,	PUNCT
fuelectenerg-9953	86	6	each	each	DET
fuelectenerg-9953	86	7	wk	wk	PROPN
fuelectenerg-9953	86	8	-	-	PUNCT
fuelectenerg-9953	86	9	fnn	fnn	PROPN
fuelectenerg-9953	86	10	design	design	NOUN
fuelectenerg-9953	86	11	for	for	ADP
fuelectenerg-9953	86	12	detection	detection	NOUN
fuelectenerg-9953	86	13	of	of	ADP
fuelectenerg-9953	86	14	anomalies	anomaly	NOUN
fuelectenerg-9953	86	15	in	in	ADP
fuelectenerg-9953	86	16	the	the	DET
fuelectenerg-9953	86	17	computer	computer	NOUN
fuelectenerg-9953	86	18	network	network	NOUN
fuelectenerg-9953	86	19	traffic	traffic	NOUN
fuelectenerg-9953	86	20	data	datum	NOUN
fuelectenerg-9953	86	21	point	point	NOUN
fuelectenerg-9953	86	22	corresponds	correspond	VERB
fuelectenerg-9953	86	23	to	to	ADP
fuelectenerg-9953	86	24	a	a	DET
fuelectenerg-9953	86	25	normal	normal	ADJ
fuelectenerg-9953	86	26	or	or	CCONJ
fuelectenerg-9953	86	27	anomaly	anomaly	NOUN
fuelectenerg-9953	86	28	class	class	NOUN
fuelectenerg-9953	86	29	.	.	PUNCT
fuelectenerg-9953	87	1	it	it	PRON
fuelectenerg-9953	87	2	is	be	AUX
fuelectenerg-9953	87	3	assumed	assume	VERB
fuelectenerg-9953	87	4	that	that	SCONJ
fuelectenerg-9953	87	5	the	the	DET
fuelectenerg-9953	87	6	anomaly	anomaly	NOUN
fuelectenerg-9953	87	7	data	data	NOUN
fuelectenerg-9953	87	8	is	be	AUX
fuelectenerg-9953	87	9	the	the	DET
fuelectenerg-9953	87	10	intruder	intruder	NOUN
fuelectenerg-9953	87	11	data	data	PROPN
fuelectenerg-9953	87	12	,	,	PUNCT
fuelectenerg-9953	87	13	obtained	obtain	VERB
fuelectenerg-9953	87	14	by	by	ADP
fuelectenerg-9953	87	15	disabling	disable	VERB
fuelectenerg-9953	87	16	some	some	DET
fuelectenerg-9953	87	17	pc	pc	NOUN
fuelectenerg-9953	87	18	controllers	controller	NOUN
fuelectenerg-9953	87	19	,	,	PUNCT
fuelectenerg-9953	87	20	audio	audio	ADJ
fuelectenerg-9953	87	21	drivers	driver	NOUN
fuelectenerg-9953	87	22	,	,	PUNCT
fuelectenerg-9953	87	23	graphics	graphic	NOUN
fuelectenerg-9953	87	24	drivers	driver	NOUN
fuelectenerg-9953	87	25	,	,	PUNCT
fuelectenerg-9953	87	26	etc	etc	X
fuelectenerg-9953	87	27	.	.	X
fuelectenerg-9953	88	1	in	in	ADP
fuelectenerg-9953	88	2	this	this	DET
fuelectenerg-9953	88	3	article	article	NOUN
fuelectenerg-9953	88	4	,	,	PUNCT
fuelectenerg-9953	88	5	the	the	DET
fuelectenerg-9953	88	6	authors	author	NOUN
fuelectenerg-9953	88	7	took	take	VERB
fuelectenerg-9953	88	8	15	15	NUM
fuelectenerg-9953	88	9	randomly	randomly	ADV
fuelectenerg-9953	88	10	selected	select	VERB
fuelectenerg-9953	88	11	features	feature	NOUN
fuelectenerg-9953	88	12	from	from	ADP
fuelectenerg-9953	88	13	the	the	DET
fuelectenerg-9953	88	14	log	log	NOUN
fuelectenerg-9953	88	15	file	file	NOUN
fuelectenerg-9953	88	16	,	,	PUNCT
fuelectenerg-9953	88	17	which	which	PRON
fuelectenerg-9953	88	18	contains	contain	VERB
fuelectenerg-9953	88	19	20,000	20,000	NUM
fuelectenerg-9953	88	20	records	record	NOUN
fuelectenerg-9953	88	21	.	.	PUNCT
fuelectenerg-9953	89	1	the	the	DET
fuelectenerg-9953	89	2	authors	author	NOUN
fuelectenerg-9953	89	3	have	have	AUX
fuelectenerg-9953	89	4	shown	show	VERB
fuelectenerg-9953	89	5	that	that	SCONJ
fuelectenerg-9953	89	6	the	the	DET
fuelectenerg-9953	89	7	fnn	fnn	PROPN
fuelectenerg-9953	89	8	classifiers	classifier	NOUN
fuelectenerg-9953	89	9	are	be	AUX
fuelectenerg-9953	89	10	approximately	approximately	ADV
fuelectenerg-9953	89	11	98	98	NUM
fuelectenerg-9953	89	12	%	%	NOUN
fuelectenerg-9953	89	13	accurate	accurate	ADJ
fuelectenerg-9953	89	14	.	.	PUNCT
fuelectenerg-9953	90	1	hybrid	hybrid	ADJ
fuelectenerg-9953	90	2	models	model	NOUN
fuelectenerg-9953	90	3	for	for	ADP
fuelectenerg-9953	90	4	anomaly	anomaly	NOUN
fuelectenerg-9953	90	5	detection	detection	NOUN
fuelectenerg-9953	90	6	are	be	AUX
fuelectenerg-9953	90	7	also	also	ADV
fuelectenerg-9953	90	8	the	the	DET
fuelectenerg-9953	90	9	topic	topic	NOUN
fuelectenerg-9953	90	10	of	of	ADP
fuelectenerg-9953	90	11	various	various	ADJ
fuelectenerg-9953	90	12	research	research	NOUN
fuelectenerg-9953	90	13	.	.	PUNCT
fuelectenerg-9953	91	1	in	in	ADP
fuelectenerg-9953	91	2	scenario	scenario	NOUN
fuelectenerg-9953	91	3	given	give	VERB
fuelectenerg-9953	91	4	in	in	ADP
fuelectenerg-9953	91	5	[	[	PUNCT
fuelectenerg-9953	91	6	27	27	NUM
fuelectenerg-9953	91	7	]	]	PUNCT
fuelectenerg-9953	91	8	,	,	PUNCT
fuelectenerg-9953	91	9	the	the	DET
fuelectenerg-9953	91	10	authors	author	NOUN
fuelectenerg-9953	91	11	propose	propose	VERB
fuelectenerg-9953	91	12	a	a	DET
fuelectenerg-9953	91	13	hybrid	hybrid	ADJ
fuelectenerg-9953	91	14	online	online	ADJ
fuelectenerg-9953	91	15	-	-	PUNCT
fuelectenerg-9953	91	16	offline	offline	ADJ
fuelectenerg-9953	91	17	system	system	NOUN
fuelectenerg-9953	91	18	in	in	ADP
fuelectenerg-9953	91	19	which	which	PRON
fuelectenerg-9953	91	20	the	the	DET
fuelectenerg-9953	91	21	offline	offline	ADJ
fuelectenerg-9953	91	22	model	model	NOUN
fuelectenerg-9953	91	23	maintains	maintain	VERB
fuelectenerg-9953	91	24	the	the	DET
fuelectenerg-9953	91	25	general	general	ADJ
fuelectenerg-9953	91	26	properties	property	NOUN
fuelectenerg-9953	91	27	of	of	ADP
fuelectenerg-9953	91	28	the	the	DET
fuelectenerg-9953	91	29	network	network	NOUN
fuelectenerg-9953	91	30	traffic	traffic	NOUN
fuelectenerg-9953	91	31	,	,	PUNCT
fuelectenerg-9953	91	32	based	base	VERB
fuelectenerg-9953	91	33	on	on	ADP
fuelectenerg-9953	91	34	radius	radius	PROPN
fuelectenerg-9953	91	35	nearest	near	ADJ
fuelectenerg-9953	91	36	neighbor	neighbor	NOUN
fuelectenerg-9953	91	37	while	while	SCONJ
fuelectenerg-9953	91	38	the	the	DET
fuelectenerg-9953	91	39	online	online	ADJ
fuelectenerg-9953	91	40	model	model	NOUN
fuelectenerg-9953	91	41	based	base	VERB
fuelectenerg-9953	91	42	on	on	ADP
fuelectenerg-9953	91	43	the	the	DET
fuelectenerg-9953	91	44	support	support	NOUN
fuelectenerg-9953	91	45	vector	vector	NOUN
fuelectenerg-9953	91	46	machine	machine	NOUN
fuelectenerg-9953	91	47	continuously	continuously	ADV
fuelectenerg-9953	91	48	learns	learn	VERB
fuelectenerg-9953	91	49	and	and	CCONJ
fuelectenerg-9953	91	50	they	they	PRON
fuelectenerg-9953	91	51	work	work	VERB
fuelectenerg-9953	91	52	together	together	ADV
fuelectenerg-9953	91	53	to	to	PART
fuelectenerg-9953	91	54	detect	detect	VERB
fuelectenerg-9953	91	55	anomalies	anomaly	NOUN
fuelectenerg-9953	91	56	.	.	PUNCT
fuelectenerg-9953	92	1	the	the	DET
fuelectenerg-9953	92	2	method	method	NOUN
fuelectenerg-9953	92	3	is	be	AUX
fuelectenerg-9953	92	4	evaluated	evaluate	VERB
fuelectenerg-9953	92	5	using	use	VERB
fuelectenerg-9953	92	6	the	the	DET
fuelectenerg-9953	92	7	nsl	nsl	NOUN
fuelectenerg-9953	92	8	-	-	PUNCT
fuelectenerg-9953	92	9	kdd	kdd	PROPN
fuelectenerg-9953	92	10	2009	2009	NUM
fuelectenerg-9953	92	11	dataset	dataset	NOUN
fuelectenerg-9953	92	12	.	.	PUNCT
fuelectenerg-9953	93	1	this	this	DET
fuelectenerg-9953	93	2	model	model	NOUN
fuelectenerg-9953	93	3	achieved	achieve	VERB
fuelectenerg-9953	93	4	an	an	DET
fuelectenerg-9953	93	5	accuracy	accuracy	NOUN
fuelectenerg-9953	93	6	of	of	ADP
fuelectenerg-9953	93	7	~95	~95	NOUN
fuelectenerg-9953	93	8	%	%	NOUN
fuelectenerg-9953	93	9	with	with	ADP
fuelectenerg-9953	93	10	known	know	VERB
fuelectenerg-9953	93	11	anomalies	anomaly	NOUN
fuelectenerg-9953	93	12	.	.	PUNCT
fuelectenerg-9953	94	1	it	it	PRON
fuelectenerg-9953	94	2	should	should	AUX
fuelectenerg-9953	94	3	be	be	AUX
fuelectenerg-9953	94	4	noted	note	VERB
fuelectenerg-9953	94	5	that	that	SCONJ
fuelectenerg-9953	94	6	the	the	DET
fuelectenerg-9953	94	7	nsl	nsl	PROPN
fuelectenerg-9953	94	8	-	-	PUNCT
fuelectenerg-9953	94	9	kdd	kdd	PROPN
fuelectenerg-9953	94	10	dataset	dataset	NOUN
fuelectenerg-9953	94	11	is	be	AUX
fuelectenerg-9953	94	12	the	the	DET
fuelectenerg-9953	94	13	simulation	simulation	NOUN
fuelectenerg-9953	94	14	of	of	ADP
fuelectenerg-9953	94	15	the	the	DET
fuelectenerg-9953	94	16	computer	computer	NOUN
fuelectenerg-9953	94	17	network	network	NOUN
fuelectenerg-9953	94	18	traffic	traffic	NOUN
fuelectenerg-9953	94	19	on	on	ADP
fuelectenerg-9953	94	20	the	the	DET
fuelectenerg-9953	94	21	middle	middle	ADJ
fuelectenerg-9953	94	22	-	-	PUNCT
fuelectenerg-9953	94	23	size	size	NOUN
fuelectenerg-9953	94	24	american	american	ADJ
fuelectenerg-9953	94	25	military	military	ADJ
fuelectenerg-9953	94	26	base	base	NOUN
fuelectenerg-9953	95	1	[	[	X
fuelectenerg-9953	95	2	11	11	NUM
fuelectenerg-9953	95	3	]	]	PUNCT
fuelectenerg-9953	95	4	.	.	PUNCT
fuelectenerg-9953	96	1	in	in	ADP
fuelectenerg-9953	96	2	order	order	NOUN
fuelectenerg-9953	96	3	to	to	PART
fuelectenerg-9953	96	4	improve	improve	VERB
fuelectenerg-9953	96	5	the	the	DET
fuelectenerg-9953	96	6	detection	detection	NOUN
fuelectenerg-9953	96	7	performance	performance	NOUN
fuelectenerg-9953	96	8	and	and	CCONJ
fuelectenerg-9953	96	9	to	to	PART
fuelectenerg-9953	96	10	reduce	reduce	VERB
fuelectenerg-9953	96	11	the	the	DET
fuelectenerg-9953	96	12	tendency	tendency	NOUN
fuelectenerg-9953	96	13	to	to	ADP
fuelectenerg-9953	96	14	frequent	frequent	ADJ
fuelectenerg-9953	96	15	attacks	attack	NOUN
fuelectenerg-9953	96	16	,	,	PUNCT
fuelectenerg-9953	96	17	the	the	DET
fuelectenerg-9953	96	18	two	two	NUM
fuelectenerg-9953	96	19	-	-	PUNCT
fuelectenerg-9953	96	20	stage	stage	NOUN
fuelectenerg-9953	96	21	hybrid	hybrid	NOUN
fuelectenerg-9953	96	22	method	method	NOUN
fuelectenerg-9953	96	23	based	base	VERB
fuelectenerg-9953	96	24	on	on	ADP
fuelectenerg-9953	96	25	binary	binary	ADJ
fuelectenerg-9953	96	26	classification	classification	NOUN
fuelectenerg-9953	96	27	and	and	CCONJ
fuelectenerg-9953	96	28	k	k	PROPN
fuelectenerg-9953	96	29	-	-	PUNCT
fuelectenerg-9953	96	30	nn	nn	ADJ
fuelectenerg-9953	96	31	technique	technique	NOUN
fuelectenerg-9953	96	32	is	be	AUX
fuelectenerg-9953	96	33	proposed	propose	VERB
fuelectenerg-9953	96	34	in	in	ADP
fuelectenerg-9953	96	35	[	[	X
fuelectenerg-9953	96	36	28	28	NUM
fuelectenerg-9953	96	37	]	]	PUNCT
fuelectenerg-9953	96	38	.	.	PUNCT
fuelectenerg-9953	97	1	first	first	ADV
fuelectenerg-9953	97	2	,	,	PUNCT
fuelectenerg-9953	97	3	binary	binary	ADJ
fuelectenerg-9953	97	4	classifiers	classifier	NOUN
fuelectenerg-9953	97	5	and	and	CCONJ
fuelectenerg-9953	97	6	an	an	DET
fuelectenerg-9953	97	7	aggregation	aggregation	NOUN
fuelectenerg-9953	97	8	module	module	NOUN
fuelectenerg-9953	97	9	are	be	AUX
fuelectenerg-9953	97	10	used	use	VERB
fuelectenerg-9953	97	11	to	to	PART
fuelectenerg-9953	97	12	efficiently	efficiently	ADV
fuelectenerg-9953	97	13	identify	identify	VERB
fuelectenerg-9953	97	14	the	the	DET
fuelectenerg-9953	97	15	exact	exact	ADJ
fuelectenerg-9953	97	16	classes	class	NOUN
fuelectenerg-9953	97	17	of	of	ADP
fuelectenerg-9953	97	18	network	network	NOUN
fuelectenerg-9953	97	19	connections	connection	NOUN
fuelectenerg-9953	97	20	.	.	PUNCT
fuelectenerg-9953	98	1	afterwards	afterwards	ADV
fuelectenerg-9953	98	2	,	,	PUNCT
fuelectenerg-9953	98	3	the	the	DET
fuelectenerg-9953	98	4	connections	connection	NOUN
fuelectenerg-9953	98	5	whose	whose	DET
fuelectenerg-9953	98	6	classes	class	NOUN
fuelectenerg-9953	98	7	insecure	insecure	VERB
fuelectenerg-9953	98	8	,	,	PUNCT
fuelectenerg-9953	98	9	further	far	ADV
fuelectenerg-9953	98	10	determine	determine	VERB
fuelectenerg-9953	98	11	their	their	PRON
fuelectenerg-9953	98	12	classes	class	NOUN
fuelectenerg-9953	98	13	by	by	ADP
fuelectenerg-9953	98	14	the	the	DET
fuelectenerg-9953	98	15	k	k	PROPN
fuelectenerg-9953	98	16	-	-	PUNCT
fuelectenerg-9953	98	17	nn	nn	ADJ
fuelectenerg-9953	98	18	algorithm	algorithm	NOUN
fuelectenerg-9953	98	19	.	.	PUNCT
fuelectenerg-9953	99	1	the	the	DET
fuelectenerg-9953	99	2	second	second	ADJ
fuelectenerg-9953	99	3	step	step	NOUN
fuelectenerg-9953	99	4	is	be	AUX
fuelectenerg-9953	99	5	built	build	VERB
fuelectenerg-9953	99	6	on	on	ADP
fuelectenerg-9953	99	7	the	the	DET
fuelectenerg-9953	99	8	results	result	NOUN
fuelectenerg-9953	99	9	of	of	ADP
fuelectenerg-9953	99	10	the	the	DET
fuelectenerg-9953	99	11	first	first	ADJ
fuelectenerg-9953	99	12	step	step	NOUN
fuelectenerg-9953	99	13	and	and	CCONJ
fuelectenerg-9953	99	14	is	be	AUX
fuelectenerg-9953	99	15	a	a	DET
fuelectenerg-9953	99	16	useful	useful	ADJ
fuelectenerg-9953	99	17	addition	addition	NOUN
fuelectenerg-9953	99	18	to	to	ADP
fuelectenerg-9953	99	19	the	the	DET
fuelectenerg-9953	99	20	first	first	ADJ
fuelectenerg-9953	99	21	step	step	NOUN
fuelectenerg-9953	99	22	.	.	PUNCT
fuelectenerg-9953	100	1	by	by	ADP
fuelectenerg-9953	100	2	combining	combine	VERB
fuelectenerg-9953	100	3	the	the	DET
fuelectenerg-9953	100	4	two	two	NUM
fuelectenerg-9953	100	5	steps	step	NOUN
fuelectenerg-9953	100	6	,	,	PUNCT
fuelectenerg-9953	100	7	the	the	DET
fuelectenerg-9953	100	8	proposed	propose	VERB
fuelectenerg-9953	100	9	method	method	NOUN
fuelectenerg-9953	100	10	achieves	achieve	VERB
fuelectenerg-9953	100	11	reliable	reliable	ADJ
fuelectenerg-9953	100	12	results	result	NOUN
fuelectenerg-9953	100	13	in	in	ADP
fuelectenerg-9953	100	14	the	the	DET
fuelectenerg-9953	100	15	nsl	nsl	NOUN
fuelectenerg-9953	100	16	-	-	PUNCT
fuelectenerg-9953	100	17	kdd	kdd	PROPN
fuelectenerg-9953	100	18	data	datum	NOUN
fuelectenerg-9953	100	19	set	set	VERB
fuelectenerg-9953	100	20	[	[	X
fuelectenerg-9953	100	21	11	11	NUM
fuelectenerg-9953	100	22	]	]	PUNCT
fuelectenerg-9953	100	23	.	.	PUNCT
fuelectenerg-9953	101	1	network	network	NOUN
fuelectenerg-9953	101	2	alerts	alert	NOUN
fuelectenerg-9953	101	3	are	be	AUX
fuelectenerg-9953	101	4	a	a	DET
fuelectenerg-9953	101	5	critical	critical	ADJ
fuelectenerg-9953	101	6	aspect	aspect	NOUN
fuelectenerg-9953	101	7	of	of	ADP
fuelectenerg-9953	101	8	network	network	NOUN
fuelectenerg-9953	101	9	performance	performance	NOUN
fuelectenerg-9953	101	10	monitoring	monitoring	NOUN
fuelectenerg-9953	101	11	because	because	SCONJ
fuelectenerg-9953	101	12	they	they	PRON
fuelectenerg-9953	101	13	are	be	AUX
fuelectenerg-9953	101	14	designed	design	VERB
fuelectenerg-9953	101	15	to	to	PART
fuelectenerg-9953	101	16	provide	provide	VERB
fuelectenerg-9953	101	17	information	information	NOUN
fuelectenerg-9953	101	18	technology	technology	NOUN
fuelectenerg-9953	101	19	(	(	PUNCT
fuelectenerg-9953	101	20	it	it	PRON
fuelectenerg-9953	101	21	)	)	PUNCT
fuelectenerg-9953	101	22	administrators	administrator	NOUN
fuelectenerg-9953	101	23	with	with	ADP
fuelectenerg-9953	101	24	quick	quick	ADJ
fuelectenerg-9953	101	25	insight	insight	NOUN
fuelectenerg-9953	101	26	into	into	ADP
fuelectenerg-9953	101	27	the	the	DET
fuelectenerg-9953	101	28	network	network	NOUN
fuelectenerg-9953	101	29	problems	problem	NOUN
fuelectenerg-9953	101	30	.	.	PUNCT
fuelectenerg-9953	102	1	therefore	therefore	ADV
fuelectenerg-9953	102	2	,	,	PUNCT
fuelectenerg-9953	102	3	network	network	NOUN
fuelectenerg-9953	102	4	alerting	alerting	NOUN
fuelectenerg-9953	102	5	should	should	AUX
fuelectenerg-9953	102	6	be	be	AUX
fuelectenerg-9953	102	7	an	an	DET
fuelectenerg-9953	102	8	important	important	ADJ
fuelectenerg-9953	102	9	consideration	consideration	NOUN
fuelectenerg-9953	102	10	for	for	ADP
fuelectenerg-9953	102	11	those	those	PRON
fuelectenerg-9953	102	12	choosing	choose	VERB
fuelectenerg-9953	102	13	their	their	PRON
fuelectenerg-9953	102	14	network	network	NOUN
fuelectenerg-9953	102	15	alerting	alerting	NOUN
fuelectenerg-9953	102	16	tools	tool	NOUN
fuelectenerg-9953	102	17	.	.	PUNCT
fuelectenerg-9953	103	1	in	in	ADP
fuelectenerg-9953	103	2	[	[	X
fuelectenerg-9953	103	3	29	29	NUM
fuelectenerg-9953	103	4	]	]	PUNCT
fuelectenerg-9953	103	5	the	the	DET
fuelectenerg-9953	103	6	author	author	NOUN
fuelectenerg-9953	103	7	provides	provide	VERB
fuelectenerg-9953	103	8	information	information	NOUN
fuelectenerg-9953	103	9	on	on	ADP
fuelectenerg-9953	103	10	the	the	DET
fuelectenerg-9953	103	11	four	four	NUM
fuelectenerg-9953	103	12	main	main	ADJ
fuelectenerg-9953	103	13	types	type	NOUN
fuelectenerg-9953	103	14	of	of	ADP
fuelectenerg-9953	103	15	network	network	NOUN
fuelectenerg-9953	103	16	alerts	alert	NOUN
fuelectenerg-9953	103	17	.	.	PUNCT
fuelectenerg-9953	104	1	real	real	ADJ
fuelectenerg-9953	104	2	-	-	PUNCT
fuelectenerg-9953	104	3	time	time	NOUN
fuelectenerg-9953	104	4	alerts	alert	NOUN
fuelectenerg-9953	104	5	periodically	periodically	ADV
fuelectenerg-9953	104	6	or	or	CCONJ
fuelectenerg-9953	104	7	continuously	continuously	ADV
fuelectenerg-9953	104	8	scan	scan	VERB
fuelectenerg-9953	104	9	all	all	DET
fuelectenerg-9953	104	10	areas	area	NOUN
fuelectenerg-9953	104	11	of	of	ADP
fuelectenerg-9953	104	12	the	the	DET
fuelectenerg-9953	104	13	network	network	NOUN
fuelectenerg-9953	104	14	for	for	ADP
fuelectenerg-9953	104	15	network	network	NOUN
fuelectenerg-9953	104	16	behavior	behavior	NOUN
fuelectenerg-9953	104	17	problems	problem	NOUN
fuelectenerg-9953	104	18	.	.	PUNCT
fuelectenerg-9953	105	1	the	the	DET
fuelectenerg-9953	105	2	time	time	NOUN
fuelectenerg-9953	105	3	between	between	ADP
fuelectenerg-9953	105	4	each	each	DET
fuelectenerg-9953	105	5	network	network	NOUN
fuelectenerg-9953	105	6	pass	pass	NOUN
fuelectenerg-9953	105	7	is	be	AUX
fuelectenerg-9953	105	8	an	an	DET
fuelectenerg-9953	105	9	important	important	ADJ
fuelectenerg-9953	105	10	consideration	consideration	NOUN
fuelectenerg-9953	105	11	as	as	SCONJ
fuelectenerg-9953	105	12	it	it	PRON
fuelectenerg-9953	105	13	determines	determine	VERB
fuelectenerg-9953	105	14	how	how	SCONJ
fuelectenerg-9953	105	15	quickly	quickly	ADV
fuelectenerg-9953	105	16	network	network	NOUN
fuelectenerg-9953	105	17	problems	problem	NOUN
fuelectenerg-9953	105	18	are	be	AUX
fuelectenerg-9953	105	19	identified	identify	VERB
fuelectenerg-9953	105	20	.	.	PUNCT
fuelectenerg-9953	106	1	intelligent	intelligent	ADJ
fuelectenerg-9953	106	2	alerts	alert	NOUN
fuelectenerg-9953	106	3	provide	provide	VERB
fuelectenerg-9953	106	4	details	detail	NOUN
fuelectenerg-9953	106	5	about	about	ADP
fuelectenerg-9953	106	6	the	the	DET
fuelectenerg-9953	106	7	problem	problem	NOUN
fuelectenerg-9953	106	8	,	,	PUNCT
fuelectenerg-9953	106	9	when	when	SCONJ
fuelectenerg-9953	106	10	and	and	CCONJ
fuelectenerg-9953	106	11	where	where	SCONJ
fuelectenerg-9953	106	12	it	it	PRON
fuelectenerg-9953	106	13	occurred	occur	VERB
fuelectenerg-9953	106	14	,	,	PUNCT
fuelectenerg-9953	106	15	and	and	CCONJ
fuelectenerg-9953	106	16	which	which	DET
fuelectenerg-9953	106	17	areas	area	NOUN
fuelectenerg-9953	106	18	of	of	ADP
fuelectenerg-9953	106	19	the	the	DET
fuelectenerg-9953	106	20	network	network	NOUN
fuelectenerg-9953	106	21	are	be	AUX
fuelectenerg-9953	106	22	affected	affect	VERB
fuelectenerg-9953	106	23	.	.	PUNCT
fuelectenerg-9953	107	1	flexible	flexible	ADJ
fuelectenerg-9953	107	2	delivery	delivery	NOUN
fuelectenerg-9953	107	3	alerts	alert	NOUN
fuelectenerg-9953	107	4	are	be	AUX
fuelectenerg-9953	107	5	network	network	NOUN
fuelectenerg-9953	107	6	monitoring	monitoring	NOUN
fuelectenerg-9953	107	7	notification	notification	NOUN
fuelectenerg-9953	107	8	tools	tool	NOUN
fuelectenerg-9953	107	9	that	that	PRON
fuelectenerg-9953	107	10	can	can	AUX
fuelectenerg-9953	107	11	be	be	AUX
fuelectenerg-9953	107	12	configured	configure	VERB
fuelectenerg-9953	107	13	for	for	ADP
fuelectenerg-9953	107	14	scheduled	schedule	VERB
fuelectenerg-9953	107	15	and	and	CCONJ
fuelectenerg-9953	107	16	hourly	hourly	ADJ
fuelectenerg-9953	107	17	alerts	alert	NOUN
fuelectenerg-9953	107	18	to	to	PART
fuelectenerg-9953	107	19	ensure	ensure	VERB
fuelectenerg-9953	107	20	alerts	alert	NOUN
fuelectenerg-9953	107	21	are	be	AUX
fuelectenerg-9953	107	22	received	receive	VERB
fuelectenerg-9953	107	23	at	at	ADP
fuelectenerg-9953	107	24	the	the	DET
fuelectenerg-9953	107	25	right	right	ADJ
fuelectenerg-9953	107	26	time	time	NOUN
fuelectenerg-9953	107	27	.	.	PUNCT
fuelectenerg-9953	108	1	critical	critical	ADJ
fuelectenerg-9953	108	2	and	and	CCONJ
fuelectenerg-9953	108	3	tiered	tiere	VERB
fuelectenerg-9953	108	4	alerts	alert	NOUN
fuelectenerg-9953	108	5	are	be	AUX
fuelectenerg-9953	108	6	tools	tool	NOUN
fuelectenerg-9953	108	7	for	for	ADP
fuelectenerg-9953	108	8	minimizing	minimize	VERB
fuelectenerg-9953	108	9	the	the	DET
fuelectenerg-9953	108	10	number	number	NOUN
fuelectenerg-9953	108	11	of	of	ADP
fuelectenerg-9953	108	12	network	network	NOUN
fuelectenerg-9953	108	13	notifications	notification	NOUN
fuelectenerg-9953	108	14	.	.	PUNCT
fuelectenerg-9953	109	1	network	network	NOUN
fuelectenerg-9953	109	2	monitoring	monitoring	NOUN
fuelectenerg-9953	109	3	alerts	alert	NOUN
fuelectenerg-9953	109	4	,	,	PUNCT
fuelectenerg-9953	109	5	also	also	ADV
fuelectenerg-9953	109	6	known	know	VERB
fuelectenerg-9953	109	7	as	as	ADP
fuelectenerg-9953	109	8	threshold	threshold	NOUN
fuelectenerg-9953	109	9	alerts	alert	NOUN
fuelectenerg-9953	109	10	,	,	PUNCT
fuelectenerg-9953	109	11	are	be	AUX
fuelectenerg-9953	109	12	tools	tool	NOUN
fuelectenerg-9953	109	13	that	that	PRON
fuelectenerg-9953	109	14	support	support	VERB
fuelectenerg-9953	109	15	critical	critical	ADJ
fuelectenerg-9953	109	16	and	and	CCONJ
fuelectenerg-9953	109	17	tiered	tiere	VERB
fuelectenerg-9953	109	18	alerts	alert	NOUN
fuelectenerg-9953	109	19	,	,	PUNCT
fuelectenerg-9953	109	20	so	so	SCONJ
fuelectenerg-9953	109	21	that	that	SCONJ
fuelectenerg-9953	109	22	the	the	DET
fuelectenerg-9953	109	23	user	user	NOUN
fuelectenerg-9953	109	24	can	can	AUX
fuelectenerg-9953	109	25	prioritize	prioritize	VERB
fuelectenerg-9953	109	26	alerts	alert	NOUN
fuelectenerg-9953	109	27	that	that	PRON
fuelectenerg-9953	109	28	are	be	AUX
fuelectenerg-9953	109	29	critical	critical	ADJ
fuelectenerg-9953	109	30	or	or	CCONJ
fuelectenerg-9953	109	31	violate	violate	VERB
fuelectenerg-9953	109	32	a	a	DET
fuelectenerg-9953	109	33	preconfigured	preconfigured	ADJ
fuelectenerg-9953	109	34	network	network	NOUN
fuelectenerg-9953	109	35	configuration	configuration	NOUN
fuelectenerg-9953	109	36	.	.	PUNCT
fuelectenerg-9953	110	1	systems	system	NOUN
fuelectenerg-9953	110	2	with	with	ADP
fuelectenerg-9953	110	3	tiered	tiere	VERB
fuelectenerg-9953	110	4	alerting	alerting	NOUN
fuelectenerg-9953	110	5	assign	assign	NOUN
fuelectenerg-9953	110	6	problems	problem	NOUN
fuelectenerg-9953	110	7	to	to	ADP
fuelectenerg-9953	110	8	one	one	NUM
fuelectenerg-9953	110	9	of	of	ADP
fuelectenerg-9953	110	10	several	several	ADJ
fuelectenerg-9953	110	11	categories	category	NOUN
fuelectenerg-9953	110	12	.	.	PUNCT
fuelectenerg-9953	111	1	alerts	alert	NOUN
fuelectenerg-9953	111	2	are	be	AUX
fuelectenerg-9953	111	3	processed	process	VERB
fuelectenerg-9953	111	4	according	accord	VERB
fuelectenerg-9953	111	5	to	to	ADP
fuelectenerg-9953	111	6	the	the	DET
fuelectenerg-9953	111	7	importance	importance	NOUN
fuelectenerg-9953	111	8	of	of	ADP
fuelectenerg-9953	111	9	the	the	DET
fuelectenerg-9953	111	10	category	category	NOUN
fuelectenerg-9953	111	11	.	.	PUNCT
fuelectenerg-9953	112	1	in	in	ADP
fuelectenerg-9953	112	2	[	[	X
fuelectenerg-9953	112	3	30	30	NUM
fuelectenerg-9953	112	4	]	]	PUNCT
fuelectenerg-9953	112	5	the	the	DET
fuelectenerg-9953	112	6	authors	author	NOUN
fuelectenerg-9953	112	7	confirm	confirm	VERB
fuelectenerg-9953	112	8	that	that	SCONJ
fuelectenerg-9953	112	9	the	the	DET
fuelectenerg-9953	112	10	alert	alert	NOUN
fuelectenerg-9953	112	11	ranking	ranking	NOUN
fuelectenerg-9953	112	12	classifies	classify	VERB
fuelectenerg-9953	112	13	alerts	alert	NOUN
fuelectenerg-9953	112	14	according	accord	VERB
fuelectenerg-9953	112	15	to	to	ADP
fuelectenerg-9953	112	16	the	the	DET
fuelectenerg-9953	112	17	dangerousness	dangerousness	NOUN
fuelectenerg-9953	112	18	of	of	ADP
fuelectenerg-9953	112	19	the	the	DET
fuelectenerg-9953	112	20	alert	alert	NOUN
fuelectenerg-9953	112	21	.	.	PUNCT
fuelectenerg-9953	113	1	the	the	DET
fuelectenerg-9953	113	2	alarm	alarm	NOUN
fuelectenerg-9953	113	3	tactic	tactic	NOUN
fuelectenerg-9953	113	4	requires	require	VERB
fuelectenerg-9953	113	5	that	that	SCONJ
fuelectenerg-9953	113	6	the	the	DET
fuelectenerg-9953	113	7	functionality	functionality	NOUN
fuelectenerg-9953	113	8	responsible	responsible	ADJ
fuelectenerg-9953	113	9	for	for	ADP
fuelectenerg-9953	113	10	the	the	DET
fuelectenerg-9953	113	11	alarm	alarm	NOUN
fuelectenerg-9953	113	12	classification	classification	NOUN
fuelectenerg-9953	113	13	should	should	AUX
fuelectenerg-9953	113	14	not	not	PART
fuelectenerg-9953	113	15	be	be	AUX
fuelectenerg-9953	113	16	computationally	computationally	ADV
fuelectenerg-9953	113	17	expensive	expensive	ADJ
fuelectenerg-9953	113	18	,	,	PUNCT
fuelectenerg-9953	113	19	otherwise	otherwise	ADV
fuelectenerg-9953	113	20	the	the	DET
fuelectenerg-9953	113	21	advantages	advantage	NOUN
fuelectenerg-9953	113	22	of	of	ADP
fuelectenerg-9953	113	23	the	the	DET
fuelectenerg-9953	113	24	quick	quick	ADJ
fuelectenerg-9953	113	25	response	response	NOUN
fuelectenerg-9953	113	26	,	,	PUNCT
fuelectenerg-9953	113	27	which	which	PRON
fuelectenerg-9953	113	28	is	be	AUX
fuelectenerg-9953	113	29	obtained	obtain	VERB
fuelectenerg-9953	113	30	by	by	ADP
fuelectenerg-9953	113	31	a	a	DET
fuelectenerg-9953	113	32	prioritized	prioritize	VERB
fuelectenerg-9953	113	33	reaction	reaction	NOUN
fuelectenerg-9953	113	34	to	to	ADP
fuelectenerg-9953	113	35	dangerous	dangerous	ADJ
fuelectenerg-9953	113	36	alerts	alert	NOUN
fuelectenerg-9953	113	37	,	,	PUNCT
fuelectenerg-9953	113	38	are	be	AUX
fuelectenerg-9953	113	39	negated	negate	VERB
fuelectenerg-9953	113	40	.	.	PUNCT
fuelectenerg-9953	114	1	in	in	ADP
fuelectenerg-9953	114	2	[	[	X
fuelectenerg-9953	114	3	31	31	NUM
fuelectenerg-9953	114	4	]	]	PUNCT
fuelectenerg-9953	114	5	the	the	DET
fuelectenerg-9953	114	6	authors	author	NOUN
fuelectenerg-9953	114	7	explain	explain	VERB
fuelectenerg-9953	114	8	that	that	SCONJ
fuelectenerg-9953	114	9	not	not	PART
fuelectenerg-9953	114	10	all	all	DET
fuelectenerg-9953	114	11	classification	classification	NOUN
fuelectenerg-9953	114	12	algorithms	algorithm	NOUN
fuelectenerg-9953	114	13	equally	equally	ADV
fuelectenerg-9953	114	14	accurate	accurate	ADJ
fuelectenerg-9953	114	15	.	.	PUNCT
fuelectenerg-9953	115	1	therefore	therefore	ADV
fuelectenerg-9953	115	2	,	,	PUNCT
fuelectenerg-9953	115	3	it	it	PRON
fuelectenerg-9953	115	4	is	be	AUX
fuelectenerg-9953	115	5	important	important	ADJ
fuelectenerg-9953	115	6	to	to	PART
fuelectenerg-9953	115	7	carefully	carefully	ADV
fuelectenerg-9953	115	8	select	select	VERB
fuelectenerg-9953	115	9	the	the	DET
fuelectenerg-9953	115	10	criteria	criterion	NOUN
fuelectenerg-9953	115	11	that	that	PRON
fuelectenerg-9953	115	12	can	can	AUX
fuelectenerg-9953	115	13	accurately	accurately	ADV
fuelectenerg-9953	115	14	classify	classify	VERB
fuelectenerg-9953	115	15	the	the	DET
fuelectenerg-9953	115	16	alerts	alert	NOUN
fuelectenerg-9953	115	17	based	base	VERB
fuelectenerg-9953	115	18	on	on	ADP
fuelectenerg-9953	115	19	the	the	DET
fuelectenerg-9953	115	20	specific	specific	ADJ
fuelectenerg-9953	115	21	security	security	NOUN
fuelectenerg-9953	115	22	needs	need	NOUN
fuelectenerg-9953	115	23	of	of	ADP
fuelectenerg-9953	115	24	an	an	DET
fuelectenerg-9953	115	25	organization	organization	NOUN
fuelectenerg-9953	115	26	.	.	PUNCT
fuelectenerg-9953	116	1	in	in	ADP
fuelectenerg-9953	116	2	[	[	X
fuelectenerg-9953	116	3	32	32	NUM
fuelectenerg-9953	116	4	]	]	PUNCT
fuelectenerg-9953	116	5	the	the	DET
fuelectenerg-9953	116	6	authors	author	NOUN
fuelectenerg-9953	116	7	describe	describe	VERB
fuelectenerg-9953	116	8	the	the	DET
fuelectenerg-9953	116	9	efficiency	efficiency	NOUN
fuelectenerg-9953	116	10	of	of	ADP
fuelectenerg-9953	116	11	the	the	DET
fuelectenerg-9953	116	12	basic	basic	ADJ
fuelectenerg-9953	116	13	methods	method	NOUN
fuelectenerg-9953	116	14	for	for	ADP
fuelectenerg-9953	116	15	rule	rule	NOUN
fuelectenerg-9953	116	16	-	-	PUNCT
fuelectenerg-9953	116	17	based	base	VERB
fuelectenerg-9953	116	18	alert	alert	NOUN
fuelectenerg-9953	116	19	classification	classification	NOUN
fuelectenerg-9953	116	20	and	and	CCONJ
fuelectenerg-9953	116	21	explain	explain	VERB
fuelectenerg-9953	116	22	that	that	SCONJ
fuelectenerg-9953	116	23	engineers	engineer	NOUN
fuelectenerg-9953	116	24	usually	usually	ADV
fuelectenerg-9953	116	25	concentrate	concentrate	VERB
fuelectenerg-9953	116	26	primarily	primarily	ADV
fuelectenerg-9953	116	27	on	on	ADP
fuelectenerg-9953	116	28	critical	critical	ADJ
fuelectenerg-9953	116	29	alerts	alert	NOUN
fuelectenerg-9953	116	30	,	,	PUNCT
fuelectenerg-9953	116	31	but	but	CCONJ
fuelectenerg-9953	116	32	not	not	PART
fuelectenerg-9953	116	33	on	on	ADP
fuelectenerg-9953	116	34	errors	error	NOUN
fuelectenerg-9953	116	35	and	and	CCONJ
fuelectenerg-9953	116	36	warnings	warning	NOUN
fuelectenerg-9953	116	37	.	.	PUNCT
fuelectenerg-9953	117	1	they	they	PRON
fuelectenerg-9953	117	2	claim	claim	VERB
fuelectenerg-9953	117	3	that	that	SCONJ
fuelectenerg-9953	117	4	engineers	engineer	NOUN
fuelectenerg-9953	117	5	should	should	AUX
fuelectenerg-9953	117	6	investigate	investigate	VERB
fuelectenerg-9953	117	7	more	more	ADJ
fuelectenerg-9953	117	8	alerts	alert	NOUN
fuelectenerg-9953	117	9	.	.	PUNCT
fuelectenerg-9953	118	1	at	at	ADP
fuelectenerg-9953	118	2	the	the	DET
fuelectenerg-9953	118	3	same	same	ADJ
fuelectenerg-9953	118	4	time	time	NOUN
fuelectenerg-9953	118	5	,	,	PUNCT
fuelectenerg-9953	118	6	they	they	PRON
fuelectenerg-9953	118	7	find	find	VERB
fuelectenerg-9953	118	8	a	a	DET
fuelectenerg-9953	118	9	lot	lot	NOUN
fuelectenerg-9953	118	10	of	of	ADP
fuelectenerg-9953	118	11	time	time	NOUN
fuelectenerg-9953	118	12	is	be	AUX
fuelectenerg-9953	118	13	wasted	waste	VERB
fuelectenerg-9953	118	14	in	in	ADP
fuelectenerg-9953	118	15	investing	invest	VERB
fuelectenerg-9953	118	16	in	in	ADP
fuelectenerg-9953	118	17	non	non	ADJ
fuelectenerg-9953	118	18	-	-	ADJ
fuelectenerg-9953	118	19	serious	serious	ADJ
fuelectenerg-9953	118	20	warnings	warning	NOUN
fuelectenerg-9953	118	21	(	(	PUNCT
fuelectenerg-9953	118	22	low	low	ADJ
fuelectenerg-9953	118	23	precision	precision	NOUN
fuelectenerg-9953	118	24	)	)	PUNCT
fuelectenerg-9953	118	25	,	,	PUNCT
fuelectenerg-9953	118	26	but	but	CCONJ
fuelectenerg-9953	118	27	many	many	ADJ
fuelectenerg-9953	118	28	serious	serious	ADJ
fuelectenerg-9953	118	29	alerts	alert	NOUN
fuelectenerg-9953	118	30	are	be	AUX
fuelectenerg-9953	118	31	still	still	ADV
fuelectenerg-9953	118	32	lost	lose	VERB
fuelectenerg-9953	118	33	.	.	PUNCT
fuelectenerg-9953	119	1	in	in	ADP
fuelectenerg-9953	119	2	[	[	X
fuelectenerg-9953	119	3	33	33	NUM
fuelectenerg-9953	119	4	]	]	PUNCT
fuelectenerg-9953	119	5	the	the	DET
fuelectenerg-9953	119	6	authors	author	NOUN
fuelectenerg-9953	119	7	divide	divide	VERB
fuelectenerg-9953	119	8	alerts	alert	NOUN
fuelectenerg-9953	119	9	into	into	ADP
fuelectenerg-9953	119	10	lowand	lowand	ADJ
fuelectenerg-9953	119	11	high	high	ADJ
fuelectenerg-9953	119	12	-	-	PUNCT
fuelectenerg-9953	119	13	level	level	NOUN
fuelectenerg-9953	119	14	alerts	alert	NOUN
fuelectenerg-9953	119	15	and	and	CCONJ
fuelectenerg-9953	119	16	point	point	NOUN
fuelectenerg-9953	119	17	274	274	NUM
fuelectenerg-9953	119	18	d.	d.	PROPN
fuelectenerg-9953	119	19	protić	protić	PROPN
fuelectenerg-9953	119	20	,	,	PUNCT
fuelectenerg-9953	119	21	m.	m.	NOUN
fuelectenerg-9953	119	22	stanković	stanković	PROPN
fuelectenerg-9953	119	23	,	,	PUNCT
fuelectenerg-9953	120	1	v.	v.	CCONJ
fuelectenerg-9953	120	2	antić	antić	X
fuelectenerg-9953	120	3	out	out	ADP
fuelectenerg-9953	120	4	that	that	SCONJ
fuelectenerg-9953	120	5	high	high	ADJ
fuelectenerg-9953	120	6	-	-	PUNCT
fuelectenerg-9953	120	7	level	level	NOUN
fuelectenerg-9953	120	8	alert	alert	NOUN
fuelectenerg-9953	120	9	management	management	NOUN
fuelectenerg-9953	120	10	is	be	AUX
fuelectenerg-9953	120	11	a	a	DET
fuelectenerg-9953	120	12	potential	potential	ADJ
fuelectenerg-9953	120	13	task	task	NOUN
fuelectenerg-9953	120	14	that	that	PRON
fuelectenerg-9953	120	15	helps	help	VERB
fuelectenerg-9953	120	16	the	the	DET
fuelectenerg-9953	120	17	administrator	administrator	NOUN
fuelectenerg-9953	120	18	to	to	PART
fuelectenerg-9953	120	19	analyze	analyze	VERB
fuelectenerg-9953	120	20	alerts	alert	NOUN
fuelectenerg-9953	120	21	correctly	correctly	ADV
fuelectenerg-9953	120	22	and	and	CCONJ
fuelectenerg-9953	120	23	to	to	PART
fuelectenerg-9953	120	24	allocate	allocate	VERB
fuelectenerg-9953	120	25	time	time	NOUN
fuelectenerg-9953	120	26	and	and	CCONJ
fuelectenerg-9953	120	27	effort	effort	NOUN
fuelectenerg-9953	120	28	.	.	PUNCT
fuelectenerg-9953	121	1	3	3	X
fuelectenerg-9953	121	2	.	.	X
fuelectenerg-9953	121	3	data	datum	NOUN
fuelectenerg-9953	121	4	collection	collection	NOUN
fuelectenerg-9953	121	5	the	the	DET
fuelectenerg-9953	121	6	kyoto	kyoto	NOUN
fuelectenerg-9953	121	7	2006	2006	NUM
fuelectenerg-9953	121	8	+	+	NUM
fuelectenerg-9953	121	9	dataset	dataset	NOUN
fuelectenerg-9953	121	10	is	be	AUX
fuelectenerg-9953	121	11	publicly	publicly	ADV
fuelectenerg-9953	121	12	available	available	ADJ
fuelectenerg-9953	121	13	and	and	CCONJ
fuelectenerg-9953	121	14	a	a	DET
fuelectenerg-9953	121	15	widely	widely	ADV
fuelectenerg-9953	121	16	used	use	VERB
fuelectenerg-9953	121	17	dataset	dataset	NOUN
fuelectenerg-9953	121	18	in	in	ADP
fuelectenerg-9953	121	19	networkbased	networkbased	ADJ
fuelectenerg-9953	121	20	intrusion	intrusion	NOUN
fuelectenerg-9953	121	21	detection	detection	NOUN
fuelectenerg-9953	121	22	research	research	NOUN
fuelectenerg-9953	121	23	.	.	PUNCT
fuelectenerg-9953	122	1	the	the	DET
fuelectenerg-9953	122	2	dataset	dataset	NOUN
fuelectenerg-9953	122	3	includes	include	VERB
fuelectenerg-9953	122	4	more	more	ADJ
fuelectenerg-9953	122	5	than	than	ADP
fuelectenerg-9953	122	6	three	three	NUM
fuelectenerg-9953	122	7	years	year	NOUN
fuelectenerg-9953	122	8	of	of	ADP
fuelectenerg-9953	122	9	actual	actual	ADJ
fuelectenerg-9953	122	10	traffic	traffic	NOUN
fuelectenerg-9953	122	11	data	datum	NOUN
fuelectenerg-9953	122	12	collected	collect	VERB
fuelectenerg-9953	122	13	from	from	ADP
fuelectenerg-9953	122	14	honeypots	honeypot	NOUN
fuelectenerg-9953	122	15	(	(	PUNCT
fuelectenerg-9953	122	16	solaris	solaris	X
fuelectenerg-9953	122	17	8	8	NUM
fuelectenerg-9953	122	18	for	for	ADP
fuelectenerg-9953	122	19	intel	intel	NOUN
fuelectenerg-9953	122	20	,	,	PUNCT
fuelectenerg-9953	122	21	windows	windows	PROPN
fuelectenerg-9953	122	22	xp	xp	PROPN
fuelectenerg-9953	122	23	(	(	PUNCT
fuelectenerg-9953	122	24	no	no	DET
fuelectenerg-9953	122	25	patch	patch	NOUN
fuelectenerg-9953	122	26	,	,	PUNCT
fuelectenerg-9953	122	27	sp2	sp2	NOUN
fuelectenerg-9953	122	28	,	,	PUNCT
fuelectenerg-9953	122	29	fully	fully	ADV
fuelectenerg-9953	122	30	patched	patch	VERB
fuelectenerg-9953	122	31	)	)	PUNCT
fuelectenerg-9953	122	32	,	,	PUNCT
fuelectenerg-9953	122	33	nepenthes	nepenthe	NOUN
fuelectenerg-9953	122	34	,	,	PUNCT
fuelectenerg-9953	122	35	others	other	NOUN
fuelectenerg-9953	122	36	)	)	PUNCT
fuelectenerg-9953	122	37	,	,	PUNCT
fuelectenerg-9953	122	38	darknet	darknet	NOUN
fuelectenerg-9953	122	39	sensors	sensor	NOUN
fuelectenerg-9953	122	40	,	,	PUNCT
fuelectenerg-9953	122	41	and	and	CCONJ
fuelectenerg-9953	122	42	other	other	ADJ
fuelectenerg-9953	122	43	systems	system	NOUN
fuelectenerg-9953	122	44	(	(	PUNCT
fuelectenerg-9953	122	45	mail	mail	NOUN
fuelectenerg-9953	122	46	server	server	NOUN
fuelectenerg-9953	122	47	to	to	PART
fuelectenerg-9953	122	48	collect	collect	VERB
fuelectenerg-9953	122	49	various	various	ADJ
fuelectenerg-9953	122	50	types	type	NOUN
fuelectenerg-9953	122	51	of	of	ADP
fuelectenerg-9953	122	52	mails	mail	NOUN
fuelectenerg-9953	122	53	,	,	PUNCT
fuelectenerg-9953	122	54	web	web	NOUN
fuelectenerg-9953	122	55	crawler	crawler	NOUN
fuelectenerg-9953	122	56	developed	develop	VERB
fuelectenerg-9953	122	57	by	by	ADP
fuelectenerg-9953	122	58	ntt	ntt	PROPN
fuelectenerg-9953	122	59	information	information	NOUN
fuelectenerg-9953	122	60	sharing	share	VERB
fuelectenerg-9953	122	61	platform	platform	NOUN
fuelectenerg-9953	122	62	laboratories	laboratory	NOUN
fuelectenerg-9953	122	63	,	,	PUNCT
fuelectenerg-9953	122	64	windows	window	NOUN
fuelectenerg-9953	122	65	xp	xp	INTJ
fuelectenerg-9953	122	66	to	to	PART
fuelectenerg-9953	122	67	evaluate	evaluate	VERB
fuelectenerg-9953	122	68	malware	malware	NOUN
fuelectenerg-9953	122	69	activities	activity	NOUN
fuelectenerg-9953	122	70	)	)	PUNCT
fuelectenerg-9953	122	71	deployed	deploy	VERB
fuelectenerg-9953	122	72	on	on	ADP
fuelectenerg-9953	122	73	five	five	NUM
fuelectenerg-9953	122	74	different	different	ADJ
fuelectenerg-9953	122	75	computer	computer	NOUN
fuelectenerg-9953	122	76	networks	network	NOUN
fuelectenerg-9953	122	77	inside	inside	ADP
fuelectenerg-9953	122	78	and	and	CCONJ
fuelectenerg-9953	122	79	outside	outside	ADP
fuelectenerg-9953	122	80	the	the	DET
fuelectenerg-9953	122	81	university	university	NOUN
fuelectenerg-9953	122	82	of	of	ADP
fuelectenerg-9953	122	83	kyoto	kyoto	PROPN
fuelectenerg-9953	123	1	[	[	X
fuelectenerg-9953	123	2	34	34	NUM
fuelectenerg-9953	123	3	]	]	PUNCT
fuelectenerg-9953	123	4	.	.	PUNCT
fuelectenerg-9953	124	1	the	the	DET
fuelectenerg-9953	124	2	kyoto	kyoto	PROPN
fuelectenerg-9953	124	3	2006	2006	NUM
fuelectenerg-9953	124	4	+	+	NUM
fuelectenerg-9953	124	5	dataset	dataset	NOUN
fuelectenerg-9953	124	6	is	be	AUX
fuelectenerg-9953	124	7	developed	develop	VERB
fuelectenerg-9953	124	8	through	through	ADP
fuelectenerg-9953	124	9	deploying	deploying	NOUN
fuelectenerg-9953	124	10	of	of	ADP
fuelectenerg-9953	124	11	honeypots	honeypot	NOUN
fuelectenerg-9953	124	12	in	in	ADP
fuelectenerg-9953	124	13	the	the	DET
fuelectenerg-9953	124	14	network	network	NOUN
fuelectenerg-9953	124	15	,	,	PUNCT
fuelectenerg-9953	124	16	but	but	CCONJ
fuelectenerg-9953	124	17	does	do	AUX
fuelectenerg-9953	124	18	not	not	PART
fuelectenerg-9953	124	19	describe	describe	VERB
fuelectenerg-9953	124	20	any	any	DET
fuelectenerg-9953	124	21	details	detail	NOUN
fuelectenerg-9953	124	22	the	the	DET
fuelectenerg-9953	124	23	types	type	NOUN
fuelectenerg-9953	124	24	of	of	ADP
fuelectenerg-9953	124	25	attack	attack	NOUN
fuelectenerg-9953	124	26	[	[	X
fuelectenerg-9953	124	27	13	13	NUM
fuelectenerg-9953	124	28	]	]	PUNCT
fuelectenerg-9953	124	29	.	.	PUNCT
fuelectenerg-9953	125	1	in	in	ADP
fuelectenerg-9953	125	2	addition	addition	NOUN
fuelectenerg-9953	125	3	,	,	PUNCT
fuelectenerg-9953	125	4	the	the	DET
fuelectenerg-9953	125	5	ids	id	NOUN
fuelectenerg-9953	125	6	bro	bro	NOUN
fuelectenerg-9953	125	7	has	have	AUX
fuelectenerg-9953	125	8	been	be	AUX
fuelectenerg-9953	125	9	used	use	VERB
fuelectenerg-9953	125	10	to	to	PART
fuelectenerg-9953	125	11	convert	convert	VERB
fuelectenerg-9953	125	12	packet	packet	NOUN
fuelectenerg-9953	125	13	-	-	PUNCT
fuelectenerg-9953	125	14	based	base	VERB
fuelectenerg-9953	125	15	traffic	traffic	NOUN
fuelectenerg-9953	125	16	into	into	ADP
fuelectenerg-9953	125	17	a	a	DET
fuelectenerg-9953	125	18	format	format	NOUN
fuelectenerg-9953	125	19	called	call	VERB
fuelectenerg-9953	125	20	sessions	session	NOUN
fuelectenerg-9953	125	21	.	.	PUNCT
fuelectenerg-9953	126	1	ids	id	NOUN
fuelectenerg-9953	126	2	bro	bro	PROPN
fuelectenerg-9953	126	3	is	be	AUX
fuelectenerg-9953	126	4	a	a	DET
fuelectenerg-9953	126	5	signature	signature	NOUN
fuelectenerg-9953	126	6	and	and	CCONJ
fuelectenerg-9953	126	7	behaviorbased	behaviorbase	VERB
fuelectenerg-9953	126	8	analysis	analysis	NOUN
fuelectenerg-9953	126	9	framework	framework	NOUN
fuelectenerg-9953	126	10	that	that	PRON
fuelectenerg-9953	126	11	provides	provide	VERB
fuelectenerg-9953	126	12	detailed	detailed	ADJ
fuelectenerg-9953	126	13	data	datum	NOUN
fuelectenerg-9953	126	14	on	on	ADP
fuelectenerg-9953	126	15	hypertext	hypertext	NOUN
fuelectenerg-9953	126	16	transfer	transfer	NOUN
fuelectenerg-9953	126	17	protocol	protocol	NOUN
fuelectenerg-9953	126	18	(	(	PUNCT
fuelectenerg-9953	126	19	http	http	ADJ
fuelectenerg-9953	126	20	)	)	PUNCT
fuelectenerg-9953	126	21	,	,	PUNCT
fuelectenerg-9953	126	22	domain	domain	NOUN
fuelectenerg-9953	126	23	name	name	NOUN
fuelectenerg-9953	126	24	system	system	NOUN
fuelectenerg-9953	126	25	(	(	PUNCT
fuelectenerg-9953	126	26	dns	dns	NOUN
fuelectenerg-9953	126	27	)	)	PUNCT
fuelectenerg-9953	126	28	,	,	PUNCT
fuelectenerg-9953	126	29	secure	secure	ADJ
fuelectenerg-9953	126	30	shell	shell	NOUN
fuelectenerg-9953	126	31	(	(	PUNCT
fuelectenerg-9953	126	32	ssh	ssh	NOUN
fuelectenerg-9953	126	33	)	)	PUNCT
fuelectenerg-9953	126	34	communication	communication	NOUN
fuelectenerg-9953	126	35	protocol	protocol	NOUN
fuelectenerg-9953	126	36	and	and	CCONJ
fuelectenerg-9953	126	37	strange	strange	ADJ
fuelectenerg-9953	126	38	network	network	NOUN
fuelectenerg-9953	126	39	behavior	behavior	NOUN
fuelectenerg-9953	126	40	[	[	X
fuelectenerg-9953	126	41	35	35	NUM
fuelectenerg-9953	126	42	]	]	PUNCT
fuelectenerg-9953	126	43	.	.	PUNCT
fuelectenerg-9953	127	1	thanks	thank	NOUN
fuelectenerg-9953	127	2	to	to	ADP
fuelectenerg-9953	127	3	its	its	PRON
fuelectenerg-9953	127	4	analysis	analysis	NOUN
fuelectenerg-9953	127	5	engine	engine	NOUN
fuelectenerg-9953	127	6	,	,	PUNCT
fuelectenerg-9953	127	7	it	it	PRON
fuelectenerg-9953	127	8	is	be	AUX
fuelectenerg-9953	127	9	suitable	suitable	ADJ
fuelectenerg-9953	127	10	for	for	ADP
fuelectenerg-9953	127	11	high	high	ADJ
fuelectenerg-9953	127	12	performance	performance	NOUN
fuelectenerg-9953	127	13	network	network	NOUN
fuelectenerg-9953	127	14	monitoring	monitoring	NOUN
fuelectenerg-9953	127	15	,	,	PUNCT
fuelectenerg-9953	127	16	protocol	protocol	NOUN
fuelectenerg-9953	127	17	analysis	analysis	NOUN
fuelectenerg-9953	127	18	,	,	PUNCT
fuelectenerg-9953	127	19	and	and	CCONJ
fuelectenerg-9953	127	20	real	real	ADJ
fuelectenerg-9953	127	21	-	-	PUNCT
fuelectenerg-9953	127	22	time	time	NOUN
fuelectenerg-9953	127	23	application	application	NOUN
fuelectenerg-9953	127	24	layer	layer	NOUN
fuelectenerg-9953	127	25	status	status	NOUN
fuelectenerg-9953	127	26	information	information	NOUN
fuelectenerg-9953	127	27	.	.	PUNCT
fuelectenerg-9953	128	1	the	the	DET
fuelectenerg-9953	128	2	bro	bro	NOUN
fuelectenerg-9953	128	3	event	event	NOUN
fuelectenerg-9953	128	4	engine	engine	NOUN
fuelectenerg-9953	128	5	is	be	AUX
fuelectenerg-9953	128	6	responsible	responsible	ADJ
fuelectenerg-9953	128	7	for	for	ADP
fuelectenerg-9953	128	8	receiving	receive	VERB
fuelectenerg-9953	128	9	the	the	DET
fuelectenerg-9953	128	10	internet	internet	NOUN
fuelectenerg-9953	128	11	protocol	protocol	NOUN
fuelectenerg-9953	128	12	(	(	PUNCT
fuelectenerg-9953	128	13	ip	ip	NOUN
fuelectenerg-9953	128	14	)	)	PUNCT
fuelectenerg-9953	128	15	packets	packet	NOUN
fuelectenerg-9953	128	16	and	and	CCONJ
fuelectenerg-9953	128	17	converting	convert	VERB
fuelectenerg-9953	128	18	them	they	PRON
fuelectenerg-9953	128	19	into	into	ADP
fuelectenerg-9953	128	20	events	event	NOUN
fuelectenerg-9953	128	21	forwarded	forward	VERB
fuelectenerg-9953	128	22	to	to	ADP
fuelectenerg-9953	128	23	the	the	DET
fuelectenerg-9953	128	24	policy	policy	NOUN
fuelectenerg-9953	128	25	script	script	NOUN
fuelectenerg-9953	128	26	interpreter	interpreter	NOUN
fuelectenerg-9953	128	27	,	,	PUNCT
fuelectenerg-9953	128	28	which	which	PRON
fuelectenerg-9953	128	29	then	then	ADV
fuelectenerg-9953	128	30	produces	produce	VERB
fuelectenerg-9953	128	31	an	an	DET
fuelectenerg-9953	128	32	output	output	NOUN
fuelectenerg-9953	128	33	[	[	X
fuelectenerg-9953	128	34	36	36	NUM
fuelectenerg-9953	128	35	]	]	PUNCT
fuelectenerg-9953	128	36	.	.	PUNCT
fuelectenerg-9953	129	1	during	during	ADP
fuelectenerg-9953	129	2	the	the	DET
fuelectenerg-9953	129	3	observation	observation	NOUN
fuelectenerg-9953	129	4	period	period	NOUN
fuelectenerg-9953	129	5	(	(	PUNCT
fuelectenerg-9953	129	6	from	from	ADP
fuelectenerg-9953	129	7	2006	2006	NUM
fuelectenerg-9953	129	8	to	to	ADP
fuelectenerg-9953	129	9	2009	2009	NUM
fuelectenerg-9953	129	10	)	)	PUNCT
fuelectenerg-9953	129	11	more	more	ADJ
fuelectenerg-9953	129	12	than	than	ADP
fuelectenerg-9953	129	13	50	50	NUM
fuelectenerg-9953	129	14	million	million	NUM
fuelectenerg-9953	129	15	sessions	session	NOUN
fuelectenerg-9953	129	16	with	with	ADP
fuelectenerg-9953	129	17	normal	normal	ADJ
fuelectenerg-9953	129	18	traffic	traffic	NOUN
fuelectenerg-9953	129	19	,	,	PUNCT
fuelectenerg-9953	129	20	43	43	NUM
fuelectenerg-9953	129	21	million	million	NUM
fuelectenerg-9953	129	22	sessions	session	NOUN
fuelectenerg-9953	129	23	with	with	ADP
fuelectenerg-9953	129	24	known	know	VERB
fuelectenerg-9953	129	25	attacks	attack	NOUN
fuelectenerg-9953	129	26	and	and	CCONJ
fuelectenerg-9953	129	27	425	425	NUM
fuelectenerg-9953	129	28	thousand	thousand	NUM
fuelectenerg-9953	129	29	sessions	session	NOUN
fuelectenerg-9953	129	30	with	with	ADP
fuelectenerg-9953	129	31	unknown	unknown	ADJ
fuelectenerg-9953	129	32	attacks	attack	NOUN
fuelectenerg-9953	129	33	were	be	AUX
fuelectenerg-9953	129	34	recorded	record	VERB
fuelectenerg-9953	129	35	.	.	PUNCT
fuelectenerg-9953	130	1	each	each	DET
fuelectenerg-9953	130	2	session	session	NOUN
fuelectenerg-9953	130	3	includes	include	VERB
fuelectenerg-9953	130	4	24	24	NUM
fuelectenerg-9953	130	5	features	feature	NOUN
fuelectenerg-9953	130	6	,	,	PUNCT
fuelectenerg-9953	130	7	14	14	NUM
fuelectenerg-9953	130	8	out	out	ADP
fuelectenerg-9953	130	9	of	of	ADP
fuelectenerg-9953	130	10	which	which	PRON
fuelectenerg-9953	130	11	characterize	characterize	VERB
fuelectenerg-9953	130	12	statistical	statistical	ADJ
fuelectenerg-9953	130	13	features	feature	NOUN
fuelectenerg-9953	130	14	derived	derive	VERB
fuelectenerg-9953	130	15	from	from	ADP
fuelectenerg-9953	130	16	the	the	DET
fuelectenerg-9953	130	17	kdd	kdd	PROPN
fuelectenerg-9953	130	18	’	’	PROPN
fuelectenerg-9953	130	19	99	99	NUM
fuelectenerg-9953	130	20	cup	cup	NOUN
fuelectenerg-9953	130	21	dataset	dataset	VERB
fuelectenerg-9953	130	22	and	and	CCONJ
fuelectenerg-9953	130	23	10	10	NUM
fuelectenerg-9953	130	24	additional	additional	ADJ
fuelectenerg-9953	130	25	flow	flow	NOUN
fuelectenerg-9953	130	26	-	-	PUNCT
fuelectenerg-9953	130	27	based	base	VERB
fuelectenerg-9953	130	28	features	feature	NOUN
fuelectenerg-9953	130	29	(	(	PUNCT
fuelectenerg-9953	130	30	ip	ip	DET
fuelectenerg-9953	130	31	addresses	address	NOUN
fuelectenerg-9953	130	32	,	,	PUNCT
fuelectenerg-9953	130	33	ports	port	NOUN
fuelectenerg-9953	130	34	,	,	PUNCT
fuelectenerg-9953	130	35	and	and	CCONJ
fuelectenerg-9953	130	36	duration	duration	NOUN
fuelectenerg-9953	130	37	)	)	PUNCT
fuelectenerg-9953	131	1	[	[	X
fuelectenerg-9953	131	2	11	11	NUM
fuelectenerg-9953	131	3	,	,	PUNCT
fuelectenerg-9953	131	4	37	37	NUM
fuelectenerg-9953	131	5	]	]	PUNCT
fuelectenerg-9953	131	6	.	.	PUNCT
fuelectenerg-9953	132	1	a	a	DET
fuelectenerg-9953	132	2	feature	feature	NOUN
fuelectenerg-9953	132	3	label	label	NOUN
fuelectenerg-9953	132	4	indicates	indicate	VERB
fuelectenerg-9953	132	5	the	the	DET
fuelectenerg-9953	132	6	presence	presence	NOUN
fuelectenerg-9953	132	7	of	of	ADP
fuelectenerg-9953	132	8	attacks	attack	NOUN
fuelectenerg-9953	132	9	[	[	X
fuelectenerg-9953	132	10	38	38	NUM
fuelectenerg-9953	132	11	]	]	PUNCT
fuelectenerg-9953	132	12	.	.	PUNCT
fuelectenerg-9953	133	1	in	in	ADP
fuelectenerg-9953	133	2	the	the	DET
fuelectenerg-9953	133	3	original	original	ADJ
fuelectenerg-9953	133	4	data	datum	NOUN
fuelectenerg-9953	133	5	set	set	NOUN
fuelectenerg-9953	133	6	,	,	PUNCT
fuelectenerg-9953	133	7	there	there	PRON
fuelectenerg-9953	133	8	were	be	VERB
fuelectenerg-9953	133	9	three	three	NUM
fuelectenerg-9953	133	10	labels	label	NOUN
fuelectenerg-9953	133	11	:	:	PUNCT
fuelectenerg-9953	133	12	1	1	NUM
fuelectenerg-9953	133	13	for	for	ADP
fuelectenerg-9953	133	14	normal	normal	ADJ
fuelectenerg-9953	133	15	sessions	session	NOUN
fuelectenerg-9953	133	16	,	,	PUNCT
fuelectenerg-9953	133	17	-1	-1	PUNCT
fuelectenerg-9953	133	18	for	for	ADP
fuelectenerg-9953	133	19	known	known	ADJ
fuelectenerg-9953	133	20	attacks	attack	NOUN
fuelectenerg-9953	133	21	,	,	PUNCT
fuelectenerg-9953	133	22	and	and	CCONJ
fuelectenerg-9953	133	23	-2	-2	INTJ
fuelectenerg-9953	133	24	for	for	ADP
fuelectenerg-9953	133	25	unknown	unknown	ADJ
fuelectenerg-9953	133	26	attacks	attack	NOUN
fuelectenerg-9953	133	27	.	.	PUNCT
fuelectenerg-9953	134	1	however	however	ADV
fuelectenerg-9953	134	2	,	,	PUNCT
fuelectenerg-9953	134	3	since	since	SCONJ
fuelectenerg-9953	134	4	unknown	unknown	ADJ
fuelectenerg-9953	134	5	attacks	attack	NOUN
fuelectenerg-9953	134	6	are	be	AUX
fuelectenerg-9953	134	7	very	very	ADV
fuelectenerg-9953	134	8	rare	rare	ADJ
fuelectenerg-9953	134	9	in	in	ADP
fuelectenerg-9953	134	10	the	the	DET
fuelectenerg-9953	134	11	dataset	dataset	NOUN
fuelectenerg-9953	134	12	(	(	PUNCT
fuelectenerg-9953	134	13	~0.7	~0.7	NUM
fuelectenerg-9953	134	14	%	%	NOUN
fuelectenerg-9953	134	15	)	)	PUNCT
fuelectenerg-9953	134	16	,	,	PUNCT
fuelectenerg-9953	134	17	we	we	PRON
fuelectenerg-9953	134	18	assigned	assign	VERB
fuelectenerg-9953	134	19	the	the	DET
fuelectenerg-9953	134	20	same	same	ADJ
fuelectenerg-9953	134	21	label	label	NOUN
fuelectenerg-9953	134	22	to	to	ADP
fuelectenerg-9953	134	23	known	known	ADJ
fuelectenerg-9953	134	24	and	and	CCONJ
fuelectenerg-9953	134	25	unknown	unknown	ADJ
fuelectenerg-9953	134	26	attacks	attack	NOUN
fuelectenerg-9953	134	27	(	(	PUNCT
fuelectenerg-9953	134	28	-1	-1	INTJ
fuelectenerg-9953	134	29	)	)	PUNCT
fuelectenerg-9953	134	30	,	,	PUNCT
fuelectenerg-9953	134	31	which	which	PRON
fuelectenerg-9953	134	32	leads	lead	VERB
fuelectenerg-9953	134	33	to	to	ADP
fuelectenerg-9953	134	34	binary	binary	ADJ
fuelectenerg-9953	134	35	classification	classification	NOUN
fuelectenerg-9953	134	36	[	[	X
fuelectenerg-9953	134	37	39	39	NUM
fuelectenerg-9953	134	38	]	]	PUNCT
fuelectenerg-9953	134	39	.	.	PUNCT
fuelectenerg-9953	135	1	the	the	DET
fuelectenerg-9953	135	2	main	main	ADJ
fuelectenerg-9953	135	3	problem	problem	NOUN
fuelectenerg-9953	135	4	associated	associate	VERB
fuelectenerg-9953	135	5	with	with	ADP
fuelectenerg-9953	135	6	the	the	DET
fuelectenerg-9953	135	7	kyoto	kyoto	NOUN
fuelectenerg-9953	135	8	2006	2006	NUM
fuelectenerg-9953	135	9	+	+	NUM
fuelectenerg-9953	135	10	is	be	AUX
fuelectenerg-9953	135	11	its	its	PRON
fuelectenerg-9953	135	12	size	size	NOUN
fuelectenerg-9953	135	13	.	.	PUNCT
fuelectenerg-9953	136	1	in	in	ADP
fuelectenerg-9953	136	2	this	this	DET
fuelectenerg-9953	136	3	study	study	NOUN
fuelectenerg-9953	136	4	,	,	PUNCT
fuelectenerg-9953	136	5	this	this	DET
fuelectenerg-9953	136	6	problem	problem	NOUN
fuelectenerg-9953	136	7	is	be	AUX
fuelectenerg-9953	136	8	solved	solve	VERB
fuelectenerg-9953	136	9	with	with	ADP
fuelectenerg-9953	136	10	the	the	DET
fuelectenerg-9953	136	11	pre	pre	ADJ
fuelectenerg-9953	136	12	-	-	ADJ
fuelectenerg-9953	136	13	processing	processing	ADJ
fuelectenerg-9953	136	14	algorithm	algorithm	NOUN
fuelectenerg-9953	136	15	,	,	PUNCT
fuelectenerg-9953	136	16	which	which	PRON
fuelectenerg-9953	136	17	removes	remove	VERB
fuelectenerg-9953	136	18	all	all	DET
fuelectenerg-9953	136	19	irrelevant	irrelevant	ADJ
fuelectenerg-9953	136	20	features	feature	NOUN
fuelectenerg-9953	136	21	(	(	PUNCT
fuelectenerg-9953	136	22	categorical	categorical	ADJ
fuelectenerg-9953	136	23	features	feature	NOUN
fuelectenerg-9953	136	24	,	,	PUNCT
fuelectenerg-9953	136	25	statistical	statistical	ADJ
fuelectenerg-9953	136	26	features	feature	NOUN
fuelectenerg-9953	136	27	regarding	regard	VERB
fuelectenerg-9953	136	28	to	to	ADP
fuelectenerg-9953	136	29	the	the	DET
fuelectenerg-9953	136	30	connection	connection	NOUN
fuelectenerg-9953	136	31	duration	duration	NOUN
fuelectenerg-9953	136	32	,	,	PUNCT
fuelectenerg-9953	136	33	and	and	CCONJ
fuelectenerg-9953	136	34	features	feature	VERB
fuelectenerg-9953	136	35	for	for	ADP
fuelectenerg-9953	136	36	further	further	ADJ
fuelectenerg-9953	136	37	analyses	analysis	NOUN
fuelectenerg-9953	136	38	)	)	PUNCT
fuelectenerg-9953	136	39	and	and	CCONJ
fuelectenerg-9953	136	40	normalizes	normalize	VERB
fuelectenerg-9953	136	41	instances	instance	NOUN
fuelectenerg-9953	136	42	of	of	ADP
fuelectenerg-9953	136	43	the	the	DET
fuelectenerg-9953	136	44	relevant	relevant	ADJ
fuelectenerg-9953	136	45	features	feature	NOUN
fuelectenerg-9953	136	46	with	with	ADP
fuelectenerg-9953	136	47	a	a	DET
fuelectenerg-9953	136	48	hyperbolic	hyperbolic	ADJ
fuelectenerg-9953	136	49	tangent	tangent	NOUN
fuelectenerg-9953	136	50	function	function	NOUN
fuelectenerg-9953	136	51	to	to	ADP
fuelectenerg-9953	136	52	the	the	DET
fuelectenerg-9953	136	53	range	range	NOUN
fuelectenerg-9953	137	1	[	[	X
fuelectenerg-9953	138	1	-1,1	-1,1	X
fuelectenerg-9953	138	2	]	]	X
fuelectenerg-9953	138	3	.	.	PUNCT
fuelectenerg-9953	139	1	after	after	SCONJ
fuelectenerg-9953	139	2	the	the	DET
fuelectenerg-9953	139	3	pre	pre	NOUN
fuelectenerg-9953	139	4	-	-	ADJ
fuelectenerg-9953	139	5	processing	processing	NOUN
fuelectenerg-9953	139	6	is	be	AUX
fuelectenerg-9953	139	7	completed	complete	VERB
fuelectenerg-9953	139	8	,	,	PUNCT
fuelectenerg-9953	139	9	features	feature	VERB
fuelectenerg-9953	139	10	5	5	NUM
fuelectenerg-9953	139	11	-	-	SYM
fuelectenerg-9953	139	12	13	13	NUM
fuelectenerg-9953	139	13	remain	remain	VERB
fuelectenerg-9953	139	14	for	for	ADP
fuelectenerg-9953	139	15	the	the	DET
fuelectenerg-9953	139	16	evaluation	evaluation	NOUN
fuelectenerg-9953	139	17	of	of	ADP
fuelectenerg-9953	139	18	the	the	DET
fuelectenerg-9953	139	19	models	model	NOUN
fuelectenerg-9953	139	20	,	,	PUNCT
fuelectenerg-9953	139	21	and	and	CCONJ
fuelectenerg-9953	139	22	the	the	DET
fuelectenerg-9953	139	23	feature	feature	NOUN
fuelectenerg-9953	139	24	label	label	NOUN
fuelectenerg-9953	139	25	identifies	identify	VERB
fuelectenerg-9953	139	26	the	the	DET
fuelectenerg-9953	139	27	session	session	NOUN
fuelectenerg-9953	139	28	as	as	ADP
fuelectenerg-9953	139	29	normal	normal	ADJ
fuelectenerg-9953	139	30	or	or	CCONJ
fuelectenerg-9953	139	31	abnormal	abnormal	ADJ
fuelectenerg-9953	139	32	[	[	X
fuelectenerg-9953	139	33	19	19	NUM
fuelectenerg-9953	139	34	,	,	PUNCT
fuelectenerg-9953	139	35	40	40	NUM
fuelectenerg-9953	139	36	]	]	PUNCT
fuelectenerg-9953	139	37	.	.	PUNCT
fuelectenerg-9953	140	1	table	table	NOUN
fuelectenerg-9953	140	2	2	2	NUM
fuelectenerg-9953	140	3	shows	show	VERB
fuelectenerg-9953	140	4	the	the	DET
fuelectenerg-9953	140	5	description	description	NOUN
fuelectenerg-9953	140	6	of	of	ADP
fuelectenerg-9953	140	7	the	the	DET
fuelectenerg-9953	140	8	features	feature	NOUN
fuelectenerg-9953	140	9	used	use	VERB
fuelectenerg-9953	140	10	in	in	ADP
fuelectenerg-9953	140	11	the	the	DET
fuelectenerg-9953	140	12	experiments	experiment	NOUN
fuelectenerg-9953	140	13	.	.	PUNCT
fuelectenerg-9953	141	1	in	in	ADP
fuelectenerg-9953	141	2	this	this	DET
fuelectenerg-9953	141	3	research	research	NOUN
fuelectenerg-9953	141	4	,	,	PUNCT
fuelectenerg-9953	141	5	the	the	DET
fuelectenerg-9953	141	6	notation	notation	NOUN
fuelectenerg-9953	141	7	of	of	ADP
fuelectenerg-9953	141	8	the	the	DET
fuelectenerg-9953	141	9	instances	instance	NOUN
fuelectenerg-9953	141	10	is	be	AUX
fuelectenerg-9953	141	11	as	as	SCONJ
fuelectenerg-9953	141	12	follows	follow	VERB
fuelectenerg-9953	141	13	:	:	PUNCT
fuelectenerg-9953	141	14	the	the	DET
fuelectenerg-9953	141	15	number	number	NOUN
fuelectenerg-9953	141	16	of	of	ADP
fuelectenerg-9953	141	17	instances	instance	NOUN
fuelectenerg-9953	141	18	in	in	ADP
fuelectenerg-9953	141	19	a	a	DET
fuelectenerg-9953	141	20	daily	daily	ADJ
fuelectenerg-9953	141	21	record	record	NOUN
fuelectenerg-9953	141	22	is	be	AUX
fuelectenerg-9953	141	23	referred	refer	VERB
fuelectenerg-9953	141	24	to	to	ADP
fuelectenerg-9953	141	25	as	as	ADP
fuelectenerg-9953	141	26	the	the	DET
fuelectenerg-9953	141	27	total	total	ADJ
fuelectenerg-9953	141	28	number	number	NOUN
fuelectenerg-9953	141	29	of	of	ADP
fuelectenerg-9953	141	30	instances	instance	NOUN
fuelectenerg-9953	141	31	,	,	PUNCT
fuelectenerg-9953	141	32	the	the	DET
fuelectenerg-9953	141	33	number	number	NOUN
fuelectenerg-9953	141	34	of	of	ADP
fuelectenerg-9953	141	35	instances	instance	NOUN
fuelectenerg-9953	141	36	labelled	label	VERB
fuelectenerg-9953	141	37	with	with	ADP
fuelectenerg-9953	141	38	1	1	NUM
fuelectenerg-9953	141	39	is	be	AUX
fuelectenerg-9953	141	40	referred	refer	VERB
fuelectenerg-9953	141	41	to	to	ADP
fuelectenerg-9953	141	42	as	as	ADP
fuelectenerg-9953	141	43	the	the	DET
fuelectenerg-9953	141	44	number	number	NOUN
fuelectenerg-9953	141	45	of	of	ADP
fuelectenerg-9953	141	46	normal	normal	ADJ
fuelectenerg-9953	141	47	instances	instance	NOUN
fuelectenerg-9953	141	48	,	,	PUNCT
fuelectenerg-9953	141	49	while	while	SCONJ
fuelectenerg-9953	141	50	the	the	DET
fuelectenerg-9953	141	51	number	number	NOUN
fuelectenerg-9953	141	52	of	of	ADP
fuelectenerg-9953	141	53	instances	instance	NOUN
fuelectenerg-9953	141	54	labelled	label	VERB
fuelectenerg-9953	141	55	with	with	ADP
fuelectenerg-9953	141	56	-1	-1	ADP
fuelectenerg-9953	141	57	denotes	denote	VERB
fuelectenerg-9953	141	58	the	the	DET
fuelectenerg-9953	141	59	number	number	NOUN
fuelectenerg-9953	141	60	of	of	ADP
fuelectenerg-9953	141	61	anomalous	anomalous	ADJ
fuelectenerg-9953	141	62	instances	instance	NOUN
fuelectenerg-9953	141	63	.	.	PUNCT
fuelectenerg-9953	142	1	wk	wk	NOUN
fuelectenerg-9953	142	2	-	-	PUNCT
fuelectenerg-9953	142	3	fnn	fnn	PROPN
fuelectenerg-9953	142	4	design	design	NOUN
fuelectenerg-9953	142	5	for	for	ADP
fuelectenerg-9953	142	6	detection	detection	NOUN
fuelectenerg-9953	142	7	of	of	ADP
fuelectenerg-9953	142	8	anomalies	anomaly	NOUN
fuelectenerg-9953	142	9	in	in	ADP
fuelectenerg-9953	142	10	the	the	DET
fuelectenerg-9953	142	11	computer	computer	NOUN
fuelectenerg-9953	142	12	network	network	NOUN
fuelectenerg-9953	142	13	traffic	traffic	NOUN
fuelectenerg-9953	142	14	table	table	NOUN
fuelectenerg-9953	142	15	2	2	NUM
fuelectenerg-9953	142	16	description	description	NOUN
fuelectenerg-9953	142	17	of	of	ADP
fuelectenerg-9953	142	18	the	the	DET
fuelectenerg-9953	142	19	features	feature	NOUN
fuelectenerg-9953	142	20	from	from	ADP
fuelectenerg-9953	142	21	the	the	DET
fuelectenerg-9953	142	22	kyoto	kyoto	NOUN
fuelectenerg-9953	142	23	2006	2006	NUM
fuelectenerg-9953	142	24	+	+	NUM
fuelectenerg-9953	142	25	dataset	dataset	ADJ
fuelectenerg-9953	142	26	feature	feature	NOUN
fuelectenerg-9953	142	27	description	description	NOUN
fuelectenerg-9953	142	28	count	count	VERB
fuelectenerg-9953	142	29	the	the	DET
fuelectenerg-9953	142	30	numbers	number	NOUN
fuelectenerg-9953	142	31	of	of	ADP
fuelectenerg-9953	142	32	connections	connection	NOUN
fuelectenerg-9953	142	33	whose	whose	DET
fuelectenerg-9953	142	34	source	source	NOUN
fuelectenerg-9953	142	35	ip	ip	DET
fuelectenerg-9953	142	36	address	address	NOUN
fuelectenerg-9953	142	37	and	and	CCONJ
fuelectenerg-9953	142	38	destination	destination	NOUN
fuelectenerg-9953	142	39	ip	ip	PRON
fuelectenerg-9953	142	40	address	address	NOUN
fuelectenerg-9953	142	41	are	be	AUX
fuelectenerg-9953	142	42	the	the	DET
fuelectenerg-9953	142	43	same	same	ADJ
fuelectenerg-9953	142	44	to	to	ADP
fuelectenerg-9953	142	45	those	those	PRON
fuelectenerg-9953	142	46	of	of	ADP
fuelectenerg-9953	142	47	the	the	DET
fuelectenerg-9953	142	48	current	current	ADJ
fuelectenerg-9953	142	49	connection	connection	NOUN
fuelectenerg-9953	142	50	in	in	ADP
fuelectenerg-9953	142	51	the	the	DET
fuelectenerg-9953	142	52	past	past	ADJ
fuelectenerg-9953	142	53	two	two	NUM
fuelectenerg-9953	142	54	seconds	second	NOUN
fuelectenerg-9953	142	55	.	.	PUNCT
fuelectenerg-9953	143	1	same_srv_rate	same_srv_rate	ADJ
fuelectenerg-9953	143	2	%	%	NOUN
fuelectenerg-9953	143	3	of	of	ADP
fuelectenerg-9953	143	4	connections	connection	NOUN
fuelectenerg-9953	143	5	to	to	ADP
fuelectenerg-9953	143	6	the	the	DET
fuelectenerg-9953	143	7	same	same	ADJ
fuelectenerg-9953	143	8	service	service	NOUN
fuelectenerg-9953	143	9	in	in	ADP
fuelectenerg-9953	143	10	the	the	DET
fuelectenerg-9953	143	11	count	count	NOUN
fuelectenerg-9953	143	12	feature	feature	NOUN
fuelectenerg-9953	143	13	.	.	PUNCT
fuelectenerg-9953	144	1	serror_rate	serror_rate	ADJ
fuelectenerg-9953	144	2	%	%	NOUN
fuelectenerg-9953	144	3	of	of	ADP
fuelectenerg-9953	144	4	connections	connection	NOUN
fuelectenerg-9953	144	5	that	that	PRON
fuelectenerg-9953	144	6	have	have	VERB
fuelectenerg-9953	144	7	‘	'	PUNCT
fuelectenerg-9953	144	8	syn	syn	NOUN
fuelectenerg-9953	144	9	’	'	PUNCT
fuelectenerg-9953	144	10	errors	error	NOUN
fuelectenerg-9953	144	11	in	in	ADP
fuelectenerg-9953	144	12	count	count	ADJ
fuelectenerg-9953	144	13	feature	feature	NOUN
fuelectenerg-9953	144	14	.	.	PUNCT
fuelectenerg-9953	145	1	srv_error_rate	srv_error_rate	ADJ
fuelectenerg-9953	145	2	%	%	NOUN
fuelectenerg-9953	145	3	of	of	ADP
fuelectenerg-9953	145	4	connections	connection	NOUN
fuelectenerg-9953	145	5	that	that	PRON
fuelectenerg-9953	145	6	have	have	VERB
fuelectenerg-9953	145	7	‘	'	PUNCT
fuelectenerg-9953	145	8	syn	syn	NOUN
fuelectenerg-9953	145	9	’	'	PUNCT
fuelectenerg-9953	145	10	errors	error	NOUN
fuelectenerg-9953	145	11	in	in	ADP
fuelectenerg-9953	145	12	srv_count	srv_count	PROPN
fuelectenerg-9953	145	13	(	(	PUNCT
fuelectenerg-9953	145	14	%	%	NOUN
fuelectenerg-9953	145	15	of	of	ADP
fuelectenerg-9953	145	16	connections	connection	NOUN
fuelectenerg-9953	145	17	whose	whose	DET
fuelectenerg-9953	145	18	service	service	NOUN
fuelectenerg-9953	145	19	type	type	NOUN
fuelectenerg-9953	145	20	is	be	AUX
fuelectenerg-9953	145	21	the	the	DET
fuelectenerg-9953	145	22	same	same	ADJ
fuelectenerg-9953	145	23	to	to	ADP
fuelectenerg-9953	145	24	that	that	PRON
fuelectenerg-9953	145	25	of	of	ADP
fuelectenerg-9953	145	26	the	the	DET
fuelectenerg-9953	145	27	current	current	ADJ
fuelectenerg-9953	145	28	connections	connection	NOUN
fuelectenerg-9953	145	29	in	in	ADP
fuelectenerg-9953	145	30	the	the	DET
fuelectenerg-9953	145	31	past	past	ADJ
fuelectenerg-9953	145	32	two	two	NUM
fuelectenerg-9953	145	33	seconds	second	NOUN
fuelectenerg-9953	145	34	)	)	PUNCT
fuelectenerg-9953	145	35	features	feature	NOUN
fuelectenerg-9953	145	36	.	.	PUNCT
fuelectenerg-9953	146	1	dst_host_count	dst_host_count	VERB
fuelectenerg-9953	146	2	among	among	ADP
fuelectenerg-9953	146	3	the	the	DET
fuelectenerg-9953	146	4	past	past	ADJ
fuelectenerg-9953	146	5	100	100	NUM
fuelectenerg-9953	146	6	connections	connection	NOUN
fuelectenerg-9953	146	7	whose	whose	DET
fuelectenerg-9953	146	8	destination	destination	NOUN
fuelectenerg-9953	146	9	ip	ip	PRON
fuelectenerg-9953	146	10	address	address	NOUN
fuelectenerg-9953	146	11	is	be	AUX
fuelectenerg-9953	146	12	the	the	DET
fuelectenerg-9953	146	13	same	same	ADJ
fuelectenerg-9953	146	14	to	to	ADP
fuelectenerg-9953	146	15	that	that	PRON
fuelectenerg-9953	146	16	of	of	ADP
fuelectenerg-9953	146	17	the	the	DET
fuelectenerg-9953	146	18	current	current	ADJ
fuelectenerg-9953	146	19	connection	connection	NOUN
fuelectenerg-9953	146	20	,	,	PUNCT
fuelectenerg-9953	146	21	the	the	DET
fuelectenerg-9953	146	22	number	number	NOUN
fuelectenerg-9953	146	23	of	of	ADP
fuelectenerg-9953	146	24	connections	connection	NOUN
fuelectenerg-9953	146	25	whose	whose	DET
fuelectenerg-9953	146	26	source	source	NOUN
fuelectenerg-9953	146	27	ip	ip	DET
fuelectenerg-9953	146	28	address	address	NOUN
fuelectenerg-9953	146	29	is	be	AUX
fuelectenerg-9953	146	30	also	also	ADV
fuelectenerg-9953	146	31	the	the	DET
fuelectenerg-9953	146	32	same	same	ADJ
fuelectenerg-9953	146	33	to	to	ADP
fuelectenerg-9953	146	34	that	that	PRON
fuelectenerg-9953	146	35	of	of	ADP
fuelectenerg-9953	146	36	the	the	DET
fuelectenerg-9953	146	37	current	current	ADJ
fuelectenerg-9953	146	38	connection	connection	NOUN
fuelectenerg-9953	146	39	.	.	PUNCT
fuelectenerg-9953	147	1	dst_host_srv_count	dst_host_srv_count	VERB
fuelectenerg-9953	147	2	among	among	ADP
fuelectenerg-9953	147	3	the	the	DET
fuelectenerg-9953	147	4	past	past	ADJ
fuelectenerg-9953	147	5	100	100	NUM
fuelectenerg-9953	147	6	connections	connection	NOUN
fuelectenerg-9953	147	7	whose	whose	DET
fuelectenerg-9953	147	8	destination	destination	NOUN
fuelectenerg-9953	147	9	ip	ip	PRON
fuelectenerg-9953	147	10	address	address	NOUN
fuelectenerg-9953	147	11	is	be	AUX
fuelectenerg-9953	147	12	the	the	DET
fuelectenerg-9953	147	13	same	same	ADJ
fuelectenerg-9953	147	14	to	to	ADP
fuelectenerg-9953	147	15	that	that	PRON
fuelectenerg-9953	147	16	of	of	ADP
fuelectenerg-9953	147	17	the	the	DET
fuelectenerg-9953	147	18	current	current	ADJ
fuelectenerg-9953	147	19	connection	connection	NOUN
fuelectenerg-9953	147	20	,	,	PUNCT
fuelectenerg-9953	147	21	the	the	DET
fuelectenerg-9953	147	22	number	number	NOUN
fuelectenerg-9953	147	23	of	of	ADP
fuelectenerg-9953	147	24	connections	connection	NOUN
fuelectenerg-9953	147	25	whose	whose	DET
fuelectenerg-9953	147	26	service	service	NOUN
fuelectenerg-9953	147	27	type	type	NOUN
fuelectenerg-9953	147	28	is	be	AUX
fuelectenerg-9953	147	29	also	also	ADV
fuelectenerg-9953	147	30	the	the	DET
fuelectenerg-9953	147	31	same	same	ADJ
fuelectenerg-9953	147	32	to	to	ADP
fuelectenerg-9953	147	33	that	that	PRON
fuelectenerg-9953	147	34	of	of	ADP
fuelectenerg-9953	147	35	the	the	DET
fuelectenerg-9953	147	36	current	current	ADJ
fuelectenerg-9953	147	37	connection	connection	NOUN
fuelectenerg-9953	147	38	.	.	PUNCT
fuelectenerg-9953	148	1	dst_host_same_src_port_rate	dst_host_same_src_port_rate	ADP
fuelectenerg-9953	148	2	%	%	NOUN
fuelectenerg-9953	148	3	of	of	ADP
fuelectenerg-9953	148	4	connections	connection	NOUN
fuelectenerg-9953	148	5	whose	whose	DET
fuelectenerg-9953	148	6	source	source	NOUN
fuelectenerg-9953	148	7	port	port	NOUN
fuelectenerg-9953	148	8	is	be	AUX
fuelectenerg-9953	148	9	the	the	DET
fuelectenerg-9953	148	10	same	same	ADJ
fuelectenerg-9953	148	11	to	to	ADP
fuelectenerg-9953	148	12	that	that	PRON
fuelectenerg-9953	148	13	of	of	ADP
fuelectenerg-9953	148	14	the	the	DET
fuelectenerg-9953	148	15	current	current	ADJ
fuelectenerg-9953	148	16	connection	connection	NOUN
fuelectenerg-9953	148	17	in	in	ADP
fuelectenerg-9953	148	18	dst_host_count	dst_host_count	NOUN
fuelectenerg-9953	148	19	feature	feature	NOUN
fuelectenerg-9953	148	20	.	.	PUNCT
fuelectenerg-9953	149	1	dst_host_serror_rate	dst_host_serror_rate	ADJ
fuelectenerg-9953	149	2	%	%	NOUN
fuelectenerg-9953	149	3	of	of	ADP
fuelectenerg-9953	149	4	connections	connection	NOUN
fuelectenerg-9953	149	5	that	that	PRON
fuelectenerg-9953	149	6	have	have	VERB
fuelectenerg-9953	149	7	‘	'	PUNCT
fuelectenerg-9953	149	8	syn	syn	NOUN
fuelectenerg-9953	149	9	’	'	PUNCT
fuelectenerg-9953	149	10	errors	error	NOUN
fuelectenerg-9953	149	11	in	in	ADP
fuelectenerg-9953	149	12	dst_host_count	dst_host_count	ADJ
fuelectenerg-9953	149	13	feature	feature	NOUN
fuelectenerg-9953	149	14	.	.	PUNCT
fuelectenerg-9953	150	1	dst_host_srv_serror_rate	dst_host_srv_serror_rate	ADJ
fuelectenerg-9953	150	2	%	%	NOUN
fuelectenerg-9953	150	3	of	of	ADP
fuelectenerg-9953	150	4	connections	connection	NOUN
fuelectenerg-9953	150	5	that	that	PRON
fuelectenerg-9953	150	6	have	have	VERB
fuelectenerg-9953	150	7	‘	'	PUNCT
fuelectenerg-9953	150	8	syn	syn	NOUN
fuelectenerg-9953	150	9	’	'	PUNCT
fuelectenerg-9953	150	10	errors	error	NOUN
fuelectenerg-9953	150	11	in	in	ADP
fuelectenerg-9953	150	12	dst_host_srv_count	dst_host_srv_count	ADJ
fuelectenerg-9953	150	13	feature	feature	NOUN
fuelectenerg-9953	150	14	.	.	PUNCT
fuelectenerg-9953	151	1	label	label	NOUN
fuelectenerg-9953	151	2	indicates	indicate	VERB
fuelectenerg-9953	151	3	whether	whether	SCONJ
fuelectenerg-9953	151	4	the	the	DET
fuelectenerg-9953	151	5	session	session	NOUN
fuelectenerg-9953	151	6	was	be	AUX
fuelectenerg-9953	151	7	attack	attack	NOUN
fuelectenerg-9953	151	8	or	or	CCONJ
fuelectenerg-9953	151	9	not	not	PART
fuelectenerg-9953	151	10	;	;	PUNCT
fuelectenerg-9953	151	11	‘	'	PUNCT
fuelectenerg-9953	151	12	1	1	NUM
fuelectenerg-9953	151	13	’	'	PUNCT
fuelectenerg-9953	151	14	means	mean	VERB
fuelectenerg-9953	151	15	normal	normal	ADJ
fuelectenerg-9953	151	16	.	.	PUNCT
fuelectenerg-9953	152	1	‘	'	PUNCT
fuelectenerg-9953	152	2	1	1	NUM
fuelectenerg-9953	152	3	’	'	PUNCT
fuelectenerg-9953	152	4	means	mean	VERB
fuelectenerg-9953	152	5	known	know	VERB
fuelectenerg-9953	152	6	attack	attack	NOUN
fuelectenerg-9953	152	7	was	be	AUX
fuelectenerg-9953	152	8	observed	observe	VERB
fuelectenerg-9953	152	9	in	in	ADP
fuelectenerg-9953	152	10	the	the	DET
fuelectenerg-9953	152	11	session	session	NOUN
fuelectenerg-9953	152	12	,	,	PUNCT
fuelectenerg-9953	152	13	and	and	CCONJ
fuelectenerg-9953	152	14	‘	'	PUNCT
fuelectenerg-9953	152	15	-2	-2	NUM
fuelectenerg-9953	152	16	’	'	PUNCT
fuelectenerg-9953	152	17	means	mean	VERB
fuelectenerg-9953	152	18	unknown	unknown	ADJ
fuelectenerg-9953	152	19	attack	attack	NOUN
fuelectenerg-9953	152	20	was	be	AUX
fuelectenerg-9953	152	21	observed	observe	VERB
fuelectenerg-9953	152	22	in	in	ADP
fuelectenerg-9953	152	23	the	the	DET
fuelectenerg-9953	152	24	session	session	NOUN
fuelectenerg-9953	152	25	.	.	PUNCT
fuelectenerg-9953	153	1	4	4	X
fuelectenerg-9953	153	2	.	.	X
fuelectenerg-9953	153	3	wk	wk	NOUN
fuelectenerg-9953	153	4	-	-	PUNCT
fuelectenerg-9953	153	5	fnn	fnn	PROPN
fuelectenerg-9953	153	6	model	model	NOUN
fuelectenerg-9953	153	7	a	a	DET
fuelectenerg-9953	153	8	classification	classification	NOUN
fuelectenerg-9953	153	9	model	model	NOUN
fuelectenerg-9953	153	10	generally	generally	ADV
fuelectenerg-9953	153	11	maps	map	VERB
fuelectenerg-9953	153	12	the	the	DET
fuelectenerg-9953	153	13	input	input	NOUN
fuelectenerg-9953	153	14	data	datum	NOUN
fuelectenerg-9953	153	15	to	to	ADP
fuelectenerg-9953	153	16	a	a	DET
fuelectenerg-9953	153	17	specific	specific	ADJ
fuelectenerg-9953	153	18	target	target	NOUN
fuelectenerg-9953	153	19	and	and	CCONJ
fuelectenerg-9953	153	20	determines	determine	NOUN
fuelectenerg-9953	153	21	which	which	DET
fuelectenerg-9953	153	22	label	label	NOUN
fuelectenerg-9953	153	23	to	to	PART
fuelectenerg-9953	153	24	assign	assign	VERB
fuelectenerg-9953	153	25	to	to	ADP
fuelectenerg-9953	153	26	the	the	DET
fuelectenerg-9953	153	27	new	new	ADJ
fuelectenerg-9953	153	28	,	,	PUNCT
fuelectenerg-9953	153	29	unlabeled	unlabeled	ADJ
fuelectenerg-9953	153	30	data	datum	NOUN
fuelectenerg-9953	153	31	.	.	PUNCT
fuelectenerg-9953	154	1	with	with	ADP
fuelectenerg-9953	154	2	binary	binary	ADJ
fuelectenerg-9953	154	3	classification	classification	NOUN
fuelectenerg-9953	154	4	,	,	PUNCT
fuelectenerg-9953	154	5	a	a	DET
fuelectenerg-9953	154	6	classifier	classifier	NOUN
fuelectenerg-9953	154	7	assigns	assign	VERB
fuelectenerg-9953	154	8	the	the	DET
fuelectenerg-9953	154	9	input	input	NOUN
fuelectenerg-9953	154	10	data	datum	NOUN
fuelectenerg-9953	154	11	into	into	ADP
fuelectenerg-9953	154	12	one	one	NUM
fuelectenerg-9953	154	13	of	of	ADP
fuelectenerg-9953	154	14	two	two	NUM
fuelectenerg-9953	154	15	classes	class	NOUN
fuelectenerg-9953	154	16	.	.	PUNCT
fuelectenerg-9953	155	1	the	the	DET
fuelectenerg-9953	155	2	wk	wk	PROPN
fuelectenerg-9953	155	3	-	-	PUNCT
fuelectenerg-9953	155	4	fnn	fnn	PROPN
fuelectenerg-9953	155	5	hybrid	hybrid	NOUN
fuelectenerg-9953	155	6	model	model	NOUN
fuelectenerg-9953	155	7	is	be	AUX
fuelectenerg-9953	155	8	based	base	VERB
fuelectenerg-9953	155	9	on	on	ADP
fuelectenerg-9953	155	10	two	two	NUM
fuelectenerg-9953	155	11	binary	binary	ADJ
fuelectenerg-9953	155	12	classifiers	classifier	NOUN
fuelectenerg-9953	155	13	.	.	PUNCT
fuelectenerg-9953	156	1	the	the	DET
fuelectenerg-9953	156	2	wk	wk	PROPN
fuelectenerg-9953	156	3	-	-	PUNCT
fuelectenerg-9953	156	4	nn	nn	PROPN
fuelectenerg-9953	156	5	classifier	classifier	NOUN
fuelectenerg-9953	156	6	is	be	AUX
fuelectenerg-9953	156	7	a	a	DET
fuelectenerg-9953	156	8	lazy	lazy	ADJ
fuelectenerg-9953	156	9	learner	learner	NOUN
fuelectenerg-9953	156	10	who	who	PRON
fuelectenerg-9953	156	11	saves	save	VERB
fuelectenerg-9953	156	12	training	training	NOUN
fuelectenerg-9953	156	13	data	datum	NOUN
fuelectenerg-9953	156	14	and	and	CCONJ
fuelectenerg-9953	156	15	labels	label	NOUN
fuelectenerg-9953	156	16	,	,	PUNCT
fuelectenerg-9953	156	17	and	and	CCONJ
fuelectenerg-9953	156	18	waits	wait	VERB
fuelectenerg-9953	156	19	for	for	ADP
fuelectenerg-9953	156	20	the	the	DET
fuelectenerg-9953	156	21	test	test	NOUN
fuelectenerg-9953	156	22	data	datum	NOUN
fuelectenerg-9953	156	23	.	.	PUNCT
fuelectenerg-9953	157	1	instead	instead	ADV
fuelectenerg-9953	157	2	of	of	ADP
fuelectenerg-9953	157	3	focusing	focus	VERB
fuelectenerg-9953	157	4	on	on	ADP
fuelectenerg-9953	157	5	building	build	VERB
fuelectenerg-9953	157	6	a	a	DET
fuelectenerg-9953	157	7	general	general	ADJ
fuelectenerg-9953	157	8	model	model	NOUN
fuelectenerg-9953	157	9	,	,	PUNCT
fuelectenerg-9953	157	10	it	it	PRON
fuelectenerg-9953	157	11	works	work	VERB
fuelectenerg-9953	157	12	on	on	ADP
fuelectenerg-9953	157	13	storing	store	VERB
fuelectenerg-9953	157	14	instances	instance	NOUN
fuelectenerg-9953	157	15	of	of	ADP
fuelectenerg-9953	157	16	the	the	DET
fuelectenerg-9953	157	17	training	training	NOUN
fuelectenerg-9953	157	18	data	datum	NOUN
fuelectenerg-9953	157	19	into	into	ADP
fuelectenerg-9953	157	20	classes	class	NOUN
fuelectenerg-9953	157	21	.	.	PUNCT
fuelectenerg-9953	158	1	the	the	DET
fuelectenerg-9953	158	2	fnn	fnn	NOUN
fuelectenerg-9953	158	3	,	,	PUNCT
fuelectenerg-9953	158	4	an	an	DET
fuelectenerg-9953	158	5	eager	eager	ADJ
fuelectenerg-9953	158	6	learner	learner	NOUN
fuelectenerg-9953	158	7	,	,	PUNCT
fuelectenerg-9953	158	8	creates	create	VERB
fuelectenerg-9953	158	9	a	a	DET
fuelectenerg-9953	158	10	classification	classification	NOUN
fuelectenerg-9953	158	11	model	model	NOUN
fuelectenerg-9953	158	12	based	base	VERB
fuelectenerg-9953	158	13	on	on	ADP
fuelectenerg-9953	158	14	the	the	DET
fuelectenerg-9953	158	15	training	training	NOUN
fuelectenerg-9953	158	16	data	datum	NOUN
fuelectenerg-9953	158	17	set	set	VERB
fuelectenerg-9953	158	18	before	before	SCONJ
fuelectenerg-9953	158	19	it	it	PRON
fuelectenerg-9953	158	20	is	be	AUX
fuelectenerg-9953	158	21	received	receive	VERB
fuelectenerg-9953	158	22	data	datum	NOUN
fuelectenerg-9953	158	23	for	for	ADP
fuelectenerg-9953	158	24	prediction	prediction	NOUN
fuelectenerg-9953	158	25	.	.	PUNCT
fuelectenerg-9953	159	1	the	the	DET
fuelectenerg-9953	159	2	basic	basic	ADJ
fuelectenerg-9953	159	3	idea	idea	NOUN
fuelectenerg-9953	159	4	of	of	ADP
fuelectenerg-9953	159	5	the	the	DET
fuelectenerg-9953	159	6	wk	wk	PROPN
fuelectenerg-9953	159	7	-	-	PUNCT
fuelectenerg-9953	159	8	nn	nn	PROPN
fuelectenerg-9953	159	9	is	be	AUX
fuelectenerg-9953	159	10	to	to	PART
fuelectenerg-9953	159	11	expand	expand	VERB
fuelectenerg-9953	159	12	k	k	ADV
fuelectenerg-9953	159	13	-	-	PUNCT
fuelectenerg-9953	159	14	nearest	near	ADJ
fuelectenerg-9953	159	15	neighbor	neighbor	NOUN
fuelectenerg-9953	159	16	(	(	PUNCT
fuelectenerg-9953	159	17	k	k	PROPN
fuelectenerg-9953	159	18	-	-	PUNCT
fuelectenerg-9953	159	19	nn	nn	ADJ
fuelectenerg-9953	159	20	)	)	PUNCT
fuelectenerg-9953	159	21	algorithm	algorithm	NOUN
fuelectenerg-9953	159	22	which	which	PRON
fuelectenerg-9953	159	23	stores	store	NOUN
fuelectenerg-9953	159	24	all	all	DET
fuelectenerg-9953	159	25	instances	instance	NOUN
fuelectenerg-9953	159	26	corresponding	correspond	VERB
fuelectenerg-9953	159	27	to	to	ADP
fuelectenerg-9953	159	28	the	the	DET
fuelectenerg-9953	159	29	training	training	NOUN
fuelectenerg-9953	159	30	data	datum	NOUN
fuelectenerg-9953	159	31	in	in	ADP
fuelectenerg-9953	159	32	n	n	ADV
fuelectenerg-9953	159	33	-	-	PUNCT
fuelectenerg-9953	159	34	dimensional	dimensional	ADJ
fuelectenerg-9953	159	35	space	space	NOUN
fuelectenerg-9953	159	36	.	.	PUNCT
fuelectenerg-9953	160	1	predictions	prediction	NOUN
fuelectenerg-9953	160	2	for	for	ADP
fuelectenerg-9953	160	3	a	a	DET
fuelectenerg-9953	160	4	new	new	ADJ
fuelectenerg-9953	160	5	instance	instance	NOUN
fuelectenerg-9953	160	6	x	x	PRON
fuelectenerg-9953	160	7	are	be	AUX
fuelectenerg-9953	160	8	made	make	VERB
fuelectenerg-9953	160	9	by	by	ADP
fuelectenerg-9953	160	10	searching	search	VERB
fuelectenerg-9953	160	11	the	the	DET
fuelectenerg-9953	160	12	entire	entire	ADJ
fuelectenerg-9953	160	13	training	training	NOUN
fuelectenerg-9953	160	14	set	set	NOUN
fuelectenerg-9953	160	15	for	for	ADP
fuelectenerg-9953	160	16	the	the	DET
fuelectenerg-9953	160	17	k	k	PROPN
fuelectenerg-9953	160	18	closest	close	ADJ
fuelectenerg-9953	160	19	neighbors	neighbor	NOUN
fuelectenerg-9953	160	20	and	and	CCONJ
fuelectenerg-9953	160	21	summarizing	summarize	VERB
fuelectenerg-9953	160	22	the	the	DET
fuelectenerg-9953	160	23	output	output	NOUN
fuelectenerg-9953	160	24	variable	variable	NOUN
fuelectenerg-9953	160	25	for	for	ADP
fuelectenerg-9953	160	26	these	these	DET
fuelectenerg-9953	160	27	cases	case	NOUN
fuelectenerg-9953	160	28	.	.	PUNCT
fuelectenerg-9953	161	1	the	the	DET
fuelectenerg-9953	161	2	classification	classification	NOUN
fuelectenerg-9953	161	3	is	be	AUX
fuelectenerg-9953	161	4	based	base	VERB
fuelectenerg-9953	161	5	on	on	ADP
fuelectenerg-9953	161	6	calculation	calculation	NOUN
fuelectenerg-9953	161	7	of	of	ADP
fuelectenerg-9953	161	8	a	a	DET
fuelectenerg-9953	161	9	simple	simple	ADJ
fuelectenerg-9953	161	10	majority	majority	NOUN
fuelectenerg-9953	161	11	vote	vote	NOUN
fuelectenerg-9953	161	12	of	of	ADP
fuelectenerg-9953	161	13	each	each	DET
fuelectenerg-9953	161	14	point	point	NOUN
fuelectenerg-9953	161	15	.	.	PUNCT
fuelectenerg-9953	162	1	wk	wk	PROPN
fuelectenerg-9953	162	2	-	-	PUNCT
fuelectenerg-9953	162	3	nn	nn	PROPN
fuelectenerg-9953	162	4	extends	extend	VERB
fuelectenerg-9953	162	5	the	the	DET
fuelectenerg-9953	162	6	k	k	PROPN
fuelectenerg-9953	162	7	-	-	PUNCT
fuelectenerg-9953	162	8	nn	nn	INTJ
fuelectenerg-9953	162	9	such	such	ADJ
fuelectenerg-9953	162	10	that	that	SCONJ
fuelectenerg-9953	162	11	instances	instance	NOUN
fuelectenerg-9953	162	12	of	of	ADP
fuelectenerg-9953	162	13	the	the	DET
fuelectenerg-9953	162	14	training	training	NOUN
fuelectenerg-9953	162	15	set	set	NOUN
fuelectenerg-9953	162	16	,	,	PUNCT
fuelectenerg-9953	162	17	which	which	PRON
fuelectenerg-9953	162	18	are	be	AUX
fuelectenerg-9953	162	19	particularly	particularly	ADV
fuelectenerg-9953	162	20	close	close	ADJ
fuelectenerg-9953	162	21	to	to	ADP
fuelectenerg-9953	162	22	the	the	DET
fuelectenerg-9953	162	23	new	new	ADJ
fuelectenerg-9953	162	24	instance	instance	NOUN
fuelectenerg-9953	162	25	,	,	PUNCT
fuelectenerg-9953	162	26	have	have	VERB
fuelectenerg-9953	162	27	more	more	ADJ
fuelectenerg-9953	162	28	weight	weight	NOUN
fuelectenerg-9953	162	29	in	in	ADP
fuelectenerg-9953	162	30	the	the	DET
fuelectenerg-9953	162	31	decision	decision	NOUN
fuelectenerg-9953	162	32	than	than	ADP
fuelectenerg-9953	162	33	those	those	PRON
fuelectenerg-9953	162	34	who	who	PRON
fuelectenerg-9953	162	35	are	be	AUX
fuelectenerg-9953	162	36	more	more	ADV
fuelectenerg-9953	162	37	distant	distant	ADJ
fuelectenerg-9953	162	38	.	.	PUNCT
fuelectenerg-9953	163	1	the	the	DET
fuelectenerg-9953	163	2	main	main	ADJ
fuelectenerg-9953	163	3	idea	idea	NOUN
fuelectenerg-9953	163	4	is	be	AUX
fuelectenerg-9953	163	5	to	to	PART
fuelectenerg-9953	163	6	make	make	VERB
fuelectenerg-9953	163	7	the	the	DET
fuelectenerg-9953	163	8	distant	distant	ADJ
fuelectenerg-9953	163	9	neighbor	neighbor	NOUN
fuelectenerg-9953	163	10	less	less	ADV
fuelectenerg-9953	163	11	effective	effective	ADJ
fuelectenerg-9953	163	12	than	than	ADP
fuelectenerg-9953	163	13	the	the	DET
fuelectenerg-9953	163	14	closest	close	ADJ
fuelectenerg-9953	163	15	,	,	PUNCT
fuelectenerg-9953	163	16	at	at	ADP
fuelectenerg-9953	163	17	making	make	VERB
fuelectenerg-9953	163	18	decisions	decision	NOUN
fuelectenerg-9953	163	19	by	by	ADP
fuelectenerg-9953	163	20	majority	majority	NOUN
fuelectenerg-9953	163	21	vote	vote	NOUN
fuelectenerg-9953	163	22	,	,	PUNCT
fuelectenerg-9953	163	23	by	by	ADP
fuelectenerg-9953	163	24	giving	give	VERB
fuelectenerg-9953	163	25	more	more	ADJ
fuelectenerg-9953	163	26	weight	weight	NOUN
fuelectenerg-9953	163	27	to	to	ADP
fuelectenerg-9953	163	28	the	the	DET
fuelectenerg-9953	163	29	nearest	near	ADJ
fuelectenerg-9953	163	30	point	point	NOUN
fuelectenerg-9953	163	31	and	and	CCONJ
fuelectenerg-9953	163	32	less	less	ADJ
fuelectenerg-9953	163	33	to	to	ADP
fuelectenerg-9953	163	34	the	the	DET
fuelectenerg-9953	163	35	more	more	ADV
fuelectenerg-9953	163	36	distant	distant	ADJ
fuelectenerg-9953	164	1	[	[	X
fuelectenerg-9953	164	2	41	41	NUM
fuelectenerg-9953	164	3	,	,	PUNCT
fuelectenerg-9953	164	4	42	42	NUM
fuelectenerg-9953	164	5	]	]	PUNCT
fuelectenerg-9953	164	6	.	.	PUNCT
fuelectenerg-9953	165	1	to	to	PART
fuelectenerg-9953	165	2	do	do	VERB
fuelectenerg-9953	165	3	this	this	PRON
fuelectenerg-9953	165	4	,	,	PUNCT
fuelectenerg-9953	165	5	the	the	DET
fuelectenerg-9953	165	6	distances	distance	NOUN
fuelectenerg-9953	165	7	𝑑𝑤(𝐱	𝑑𝑤(𝐱	ADP
fuelectenerg-9953	165	8	,	,	PUNCT
fuelectenerg-9953	165	9	𝐲	𝐲	ADP
fuelectenerg-9953	165	10	)	)	PUNCT
fuelectenerg-9953	166	1	=	=	PRON
fuelectenerg-9953	166	2	√∑	√∑	PUNCT
fuelectenerg-9953	166	3	(	(	PUNCT
fuelectenerg-9953	166	4	𝑥𝑖	𝑥𝑖	NUM
fuelectenerg-9953	166	5	−	−	PROPN
fuelectenerg-9953	166	6	𝑦𝑖)2𝑝	𝑦𝑖)2𝑝	VERB
fuelectenerg-9953	166	7	𝑖=1	𝑖=1	PROPN
fuelectenerg-9953	166	8	are	be	AUX
fuelectenerg-9953	166	9	converted	convert	VERB
fuelectenerg-9953	166	10	into	into	ADP
fuelectenerg-9953	166	11	the	the	DET
fuelectenerg-9953	166	12	weights	weight	NOUN
fuelectenerg-9953	166	13	.	.	PUNCT
fuelectenerg-9953	167	1	the	the	DET
fuelectenerg-9953	167	2	simplest	simple	ADJ
fuelectenerg-9953	167	3	conversion	conversion	NOUN
fuelectenerg-9953	167	4	276	276	NUM
fuelectenerg-9953	167	5	d.	d.	PROPN
fuelectenerg-9953	167	6	protić	protić	PROPN
fuelectenerg-9953	167	7	,	,	PUNCT
fuelectenerg-9953	167	8	m.	m.	NOUN
fuelectenerg-9953	167	9	stanković	stanković	PROPN
fuelectenerg-9953	167	10	,	,	PUNCT
fuelectenerg-9953	167	11	v.	v.	CCONJ
fuelectenerg-9953	167	12	antić	antić	ADJ
fuelectenerg-9953	167	13	function	function	NOUN
fuelectenerg-9953	167	14	is	be	AUX
fuelectenerg-9953	167	15	inverse	inverse	NOUN
fuelectenerg-9953	167	16	of	of	ADP
fuelectenerg-9953	167	17	the	the	DET
fuelectenerg-9953	167	18	distance	distance	NOUN
fuelectenerg-9953	167	19	.	.	PUNCT
fuelectenerg-9953	168	1	the	the	DET
fuelectenerg-9953	168	2	closest	close	ADJ
fuelectenerg-9953	168	3	k	k	PROPN
fuelectenerg-9953	168	4	points	point	NOUN
fuelectenerg-9953	168	5	are	be	AUX
fuelectenerg-9953	168	6	weighted	weight	VERB
fuelectenerg-9953	168	7	with	with	ADP
fuelectenerg-9953	168	8	weights	weight	NOUN
fuelectenerg-9953	168	9	𝑤	𝑤	SYM
fuelectenerg-9953	168	10	=	=	SYM
fuelectenerg-9953	168	11	1	1	NUM
fuelectenerg-9953	168	12	𝑑𝑤(𝒙,𝒚)2	𝑑𝑤(𝒙,𝒚)2	NOUN
fuelectenerg-9953	168	13	(	(	PUNCT
fuelectenerg-9953	168	14	the	the	DET
fuelectenerg-9953	168	15	weight	weight	NOUN
fuelectenerg-9953	168	16	decreases	decrease	VERB
fuelectenerg-9953	168	17	with	with	ADP
fuelectenerg-9953	168	18	increasing	increase	VERB
fuelectenerg-9953	168	19	the	the	DET
fuelectenerg-9953	168	20	distance	distance	NOUN
fuelectenerg-9953	168	21	)	)	PUNCT
fuelectenerg-9953	168	22	.	.	PUNCT
fuelectenerg-9953	169	1	the	the	DET
fuelectenerg-9953	169	2	fnn	fnn	PROPN
fuelectenerg-9953	169	3	consists	consist	VERB
fuelectenerg-9953	169	4	of	of	ADP
fuelectenerg-9953	169	5	a	a	DET
fuelectenerg-9953	169	6	series	series	NOUN
fuelectenerg-9953	169	7	of	of	ADP
fuelectenerg-9953	169	8	layers	layer	NOUN
fuelectenerg-9953	169	9	with	with	ADP
fuelectenerg-9953	169	10	highly	highly	ADV
fuelectenerg-9953	169	11	connected	connected	ADJ
fuelectenerg-9953	169	12	neurons	neuron	NOUN
fuelectenerg-9953	169	13	in	in	ADP
fuelectenerg-9953	169	14	each	each	DET
fuelectenerg-9953	169	15	layer	layer	NOUN
fuelectenerg-9953	169	16	,	,	PUNCT
fuelectenerg-9953	169	17	with	with	ADP
fuelectenerg-9953	169	18	the	the	DET
fuelectenerg-9953	169	19	final	final	ADJ
fuelectenerg-9953	169	20	layer	layer	NOUN
fuelectenerg-9953	169	21	producing	produce	VERB
fuelectenerg-9953	169	22	the	the	DET
fuelectenerg-9953	169	23	outputs	output	NOUN
fuelectenerg-9953	169	24	that	that	PRON
fuelectenerg-9953	169	25	relate	relate	VERB
fuelectenerg-9953	169	26	the	the	DET
fuelectenerg-9953	169	27	inputs	input	NOUN
fuelectenerg-9953	169	28	to	to	ADP
fuelectenerg-9953	169	29	the	the	DET
fuelectenerg-9953	169	30	desired	desire	VERB
fuelectenerg-9953	169	31	output	output	NOUN
fuelectenerg-9953	169	32	,	,	PUNCT
fuelectenerg-9953	169	33	so	so	SCONJ
fuelectenerg-9953	169	34	that	that	SCONJ
fuelectenerg-9953	169	35	𝑦𝑖(𝐰	𝑦𝑖(𝐰	NUM
fuelectenerg-9953	169	36	,	,	PUNCT
fuelectenerg-9953	169	37	𝐖	𝐖	PROPN
fuelectenerg-9953	169	38	)	)	PUNCT
fuelectenerg-9953	169	39	=	=	SYM
fuelectenerg-9953	169	40	𝐹𝑖(∑	𝐹𝑖(∑	NOUN
fuelectenerg-9953	170	1	𝑊𝑖𝑗𝑓𝑗(∑	𝑊𝑖𝑗𝑓𝑗(∑	PROPN
fuelectenerg-9953	170	2	𝑤𝑗𝑖𝑥𝑙	𝑤𝑗𝑖𝑥𝑙	ADV
fuelectenerg-9953	170	3	+	+	CCONJ
fuelectenerg-9953	170	4	𝑤𝑗0	𝑤𝑗0	PROPN
fuelectenerg-9953	170	5	𝑚	𝑚	X
fuelectenerg-9953	170	6	𝑙=1	𝑙=1	NOUN
fuelectenerg-9953	170	7	)	)	PUNCT
fuelectenerg-9953	171	1	𝑞	𝑞	X
fuelectenerg-9953	171	2	𝑗=1	𝑗=1	X
fuelectenerg-9953	171	3	+	+	NUM
fuelectenerg-9953	171	4	𝑊𝑓0	𝑊𝑓0	NOUN
fuelectenerg-9953	171	5	)	)	PUNCT
fuelectenerg-9953	171	6	(	(	PUNCT
fuelectenerg-9953	171	7	1	1	X
fuelectenerg-9953	171	8	)	)	PUNCT
fuelectenerg-9953	171	9	where	where	SCONJ
fuelectenerg-9953	171	10	fj	fj	PROPN
fuelectenerg-9953	171	11	and	and	CCONJ
fuelectenerg-9953	171	12	fi	fi	NOUN
fuelectenerg-9953	171	13	denote	denote	NOUN
fuelectenerg-9953	171	14	hidden	hidden	ADJ
fuelectenerg-9953	171	15	and	and	CCONJ
fuelectenerg-9953	171	16	output	output	NOUN
fuelectenerg-9953	171	17	layer	layer	NOUN
fuelectenerg-9953	171	18	transfer	transfer	NOUN
fuelectenerg-9953	171	19	functions	function	NOUN
fuelectenerg-9953	171	20	,	,	PUNCT
fuelectenerg-9953	171	21	m	m	VERB
fuelectenerg-9953	171	22	represents	represent	VERB
fuelectenerg-9953	171	23	the	the	DET
fuelectenerg-9953	171	24	number	number	NOUN
fuelectenerg-9953	171	25	of	of	ADP
fuelectenerg-9953	171	26	inputs	input	NOUN
fuelectenerg-9953	171	27	xl	xl	PROPN
fuelectenerg-9953	171	28	,	,	PUNCT
fuelectenerg-9953	171	29	q	q	PUNCT
fuelectenerg-9953	171	30	represents	represent	VERB
fuelectenerg-9953	171	31	the	the	DET
fuelectenerg-9953	171	32	number	number	NOUN
fuelectenerg-9953	171	33	of	of	ADP
fuelectenerg-9953	171	34	outputs	output	NOUN
fuelectenerg-9953	171	35	yi	yi	PROPN
fuelectenerg-9953	171	36	,	,	PUNCT
fuelectenerg-9953	171	37	w	w	PROPN
fuelectenerg-9953	171	38	and	and	CCONJ
fuelectenerg-9953	171	39	w	w	PROPN
fuelectenerg-9953	171	40	are	be	AUX
fuelectenerg-9953	171	41	weight	weight	NOUN
fuelectenerg-9953	171	42	matrices	matrix	NOUN
fuelectenerg-9953	171	43	,	,	PUNCT
fuelectenerg-9953	171	44	and	and	CCONJ
fuelectenerg-9953	171	45	wj0	wj0	NOUN
fuelectenerg-9953	171	46	and	and	CCONJ
fuelectenerg-9953	171	47	wf0	wf0	PROPN
fuelectenerg-9953	171	48	are	be	AUX
fuelectenerg-9953	171	49	biases	bias	NOUN
fuelectenerg-9953	171	50	[	[	X
fuelectenerg-9953	171	51	43	43	NUM
fuelectenerg-9953	171	52	]	]	PUNCT
fuelectenerg-9953	171	53	.	.	PUNCT
fuelectenerg-9953	172	1	the	the	DET
fuelectenerg-9953	172	2	fnn	fnn	PROPN
fuelectenerg-9953	172	3	is	be	AUX
fuelectenerg-9953	172	4	trained	train	VERB
fuelectenerg-9953	172	5	through	through	ADP
fuelectenerg-9953	172	6	an	an	DET
fuelectenerg-9953	172	7	iterative	iterative	NOUN
fuelectenerg-9953	172	8	process	process	NOUN
fuelectenerg-9953	172	9	to	to	PART
fuelectenerg-9953	172	10	modify	modify	VERB
fuelectenerg-9953	172	11	the	the	DET
fuelectenerg-9953	172	12	weights	weight	NOUN
fuelectenerg-9953	172	13	so	so	SCONJ
fuelectenerg-9953	172	14	that	that	SCONJ
fuelectenerg-9953	172	15	the	the	DET
fuelectenerg-9953	172	16	given	give	VERB
fuelectenerg-9953	172	17	inputs	input	NOUN
fuelectenerg-9953	172	18	map	map	VERB
fuelectenerg-9953	172	19	an	an	DET
fuelectenerg-9953	172	20	appropriate	appropriate	ADJ
fuelectenerg-9953	172	21	response	response	NOUN
fuelectenerg-9953	172	22	.	.	PUNCT
fuelectenerg-9953	173	1	in	in	ADP
fuelectenerg-9953	173	2	this	this	DET
fuelectenerg-9953	173	3	way	way	NOUN
fuelectenerg-9953	173	4	,	,	PUNCT
fuelectenerg-9953	173	5	the	the	DET
fuelectenerg-9953	173	6	inputs	input	NOUN
fuelectenerg-9953	173	7	are	be	AUX
fuelectenerg-9953	173	8	classified	classify	VERB
fuelectenerg-9953	173	9	according	accord	VERB
fuelectenerg-9953	173	10	to	to	ADP
fuelectenerg-9953	173	11	the	the	DET
fuelectenerg-9953	173	12	target	target	NOUN
fuelectenerg-9953	173	13	classes	class	NOUN
fuelectenerg-9953	173	14	.	.	PUNCT
fuelectenerg-9953	174	1	in	in	ADP
fuelectenerg-9953	174	2	general	general	ADJ
fuelectenerg-9953	174	3	,	,	PUNCT
fuelectenerg-9953	174	4	fnns	fnn	NOUN
fuelectenerg-9953	174	5	have	have	VERB
fuelectenerg-9953	174	6	a	a	DET
fuelectenerg-9953	174	7	large	large	ADJ
fuelectenerg-9953	174	8	number	number	NOUN
fuelectenerg-9953	174	9	of	of	ADP
fuelectenerg-9953	174	10	parameters	parameter	NOUN
fuelectenerg-9953	174	11	which	which	PRON
fuelectenerg-9953	174	12	,	,	PUNCT
fuelectenerg-9953	174	13	due	due	ADP
fuelectenerg-9953	174	14	to	to	ADP
fuelectenerg-9953	174	15	the	the	DET
fuelectenerg-9953	174	16	convergence	convergence	NOUN
fuelectenerg-9953	174	17	to	to	ADP
fuelectenerg-9953	174	18	a	a	DET
fuelectenerg-9953	174	19	correct	correct	ADJ
fuelectenerg-9953	174	20	set	set	NOUN
fuelectenerg-9953	174	21	of	of	ADP
fuelectenerg-9953	174	22	parameter	parameter	NOUN
fuelectenerg-9953	174	23	values	value	NOUN
fuelectenerg-9953	174	24	,	,	PUNCT
fuelectenerg-9953	174	25	can	can	AUX
fuelectenerg-9953	174	26	lead	lead	VERB
fuelectenerg-9953	174	27	to	to	ADP
fuelectenerg-9953	174	28	the	the	DET
fuelectenerg-9953	174	29	estimation	estimation	NOUN
fuelectenerg-9953	174	30	problems	problem	NOUN
fuelectenerg-9953	174	31	[	[	X
fuelectenerg-9953	174	32	44	44	NUM
fuelectenerg-9953	174	33	]	]	PUNCT
fuelectenerg-9953	174	34	.	.	PUNCT
fuelectenerg-9953	175	1	for	for	ADP
fuelectenerg-9953	175	2	this	this	DET
fuelectenerg-9953	175	3	reason	reason	NOUN
fuelectenerg-9953	175	4	,	,	PUNCT
fuelectenerg-9953	175	5	the	the	DET
fuelectenerg-9953	175	6	weights	weight	NOUN
fuelectenerg-9953	175	7	are	be	AUX
fuelectenerg-9953	175	8	updated	update	VERB
fuelectenerg-9953	175	9	according	accord	VERB
fuelectenerg-9953	175	10	to	to	ADP
fuelectenerg-9953	175	11	the	the	DET
fuelectenerg-9953	175	12	levenberg	levenberg	PROPN
fuelectenerg-9953	175	13	-	-	PUNCT
fuelectenerg-9953	175	14	marquardt	marquardt	PROPN
fuelectenerg-9953	175	15	(	(	PUNCT
fuelectenerg-9953	175	16	lm	lm	PROPN
fuelectenerg-9953	175	17	)	)	PUNCT
fuelectenerg-9953	175	18	algorithm	algorithm	NOUN
fuelectenerg-9953	175	19	[	[	X
fuelectenerg-9953	175	20	45	45	NUM
fuelectenerg-9953	175	21	,	,	PUNCT
fuelectenerg-9953	175	22	46	46	NUM
fuelectenerg-9953	175	23	]	]	PUNCT
fuelectenerg-9953	175	24	.	.	PUNCT
fuelectenerg-9953	176	1	the	the	DET
fuelectenerg-9953	176	2	design	design	NOUN
fuelectenerg-9953	176	3	of	of	ADP
fuelectenerg-9953	176	4	the	the	DET
fuelectenerg-9953	176	5	wk	wk	PROPN
fuelectenerg-9953	176	6	-	-	PUNCT
fuelectenerg-9953	176	7	fnn	fnn	PROPN
fuelectenerg-9953	176	8	model	model	NOUN
fuelectenerg-9953	176	9	is	be	AUX
fuelectenerg-9953	176	10	based	base	VERB
fuelectenerg-9953	176	11	on	on	ADP
fuelectenerg-9953	176	12	the	the	DET
fuelectenerg-9953	176	13	wk	wk	PROPN
fuelectenerg-9953	176	14	-	-	PUNCT
fuelectenerg-9953	176	15	nn	nn	PROPN
fuelectenerg-9953	176	16	and	and	CCONJ
fuelectenerg-9953	176	17	fnn	fnn	PROPN
fuelectenerg-9953	176	18	binary	binary	PROPN
fuelectenerg-9953	176	19	classifiers	classifier	NOUN
fuelectenerg-9953	176	20	,	,	PUNCT
fuelectenerg-9953	176	21	which	which	PRON
fuelectenerg-9953	176	22	work	work	VERB
fuelectenerg-9953	176	23	in	in	ADP
fuelectenerg-9953	176	24	parallel	parallel	NOUN
fuelectenerg-9953	176	25	and	and	CCONJ
fuelectenerg-9953	176	26	decide	decide	VERB
fuelectenerg-9953	176	27	on	on	ADP
fuelectenerg-9953	176	28	the	the	DET
fuelectenerg-9953	176	29	anomaly	anomaly	NOUN
fuelectenerg-9953	176	30	in	in	ADP
fuelectenerg-9953	176	31	the	the	DET
fuelectenerg-9953	176	32	behavior	behavior	NOUN
fuelectenerg-9953	176	33	of	of	ADP
fuelectenerg-9953	176	34	the	the	DET
fuelectenerg-9953	176	35	computer	computer	NOUN
fuelectenerg-9953	176	36	network	network	NOUN
fuelectenerg-9953	176	37	.	.	PUNCT
fuelectenerg-9953	177	1	the	the	DET
fuelectenerg-9953	177	2	basic	basic	ADJ
fuelectenerg-9953	177	3	idea	idea	NOUN
fuelectenerg-9953	177	4	is	be	AUX
fuelectenerg-9953	177	5	to	to	PART
fuelectenerg-9953	177	6	train	train	VERB
fuelectenerg-9953	177	7	wk	wk	PROPN
fuelectenerg-9953	177	8	-	-	PUNCT
fuelectenerg-9953	177	9	nn	nn	PROPN
fuelectenerg-9953	177	10	and	and	CCONJ
fuelectenerg-9953	177	11	fnn	fnn	NOUN
fuelectenerg-9953	177	12	with	with	ADP
fuelectenerg-9953	177	13	the	the	DET
fuelectenerg-9953	177	14	same	same	ADJ
fuelectenerg-9953	177	15	training	training	NOUN
fuelectenerg-9953	177	16	set	set	VERB
fuelectenerg-9953	177	17	and	and	CCONJ
fuelectenerg-9953	177	18	evaluate	evaluate	VERB
fuelectenerg-9953	177	19	highprecision	highprecision	NOUN
fuelectenerg-9953	177	20	classifiers	classifier	NOUN
fuelectenerg-9953	177	21	(	(	PUNCT
fuelectenerg-9953	177	22	figure	figure	NOUN
fuelectenerg-9953	177	23	1	1	NUM
fuelectenerg-9953	177	24	)	)	PUNCT
fuelectenerg-9953	177	25	.	.	PUNCT
fuelectenerg-9953	178	1	subsequently	subsequently	ADV
fuelectenerg-9953	178	2	,	,	PUNCT
fuelectenerg-9953	178	3	the	the	DET
fuelectenerg-9953	178	4	classification	classification	NOUN
fuelectenerg-9953	178	5	of	of	ADP
fuelectenerg-9953	178	6	the	the	DET
fuelectenerg-9953	178	7	unknown	unknown	ADJ
fuelectenerg-9953	178	8	network	network	NOUN
fuelectenerg-9953	178	9	transfer	transfer	NOUN
fuelectenerg-9953	178	10	is	be	AUX
fuelectenerg-9953	178	11	carried	carry	VERB
fuelectenerg-9953	178	12	out	out	ADP
fuelectenerg-9953	178	13	by	by	ADP
fuelectenerg-9953	178	14	both	both	DET
fuelectenerg-9953	178	15	classifiers	classifier	NOUN
fuelectenerg-9953	178	16	.	.	PUNCT
fuelectenerg-9953	179	1	the	the	DET
fuelectenerg-9953	179	2	decisions	decision	NOUN
fuelectenerg-9953	179	3	about	about	ADP
fuelectenerg-9953	179	4	the	the	DET
fuelectenerg-9953	179	5	anomaly	anomaly	NOUN
fuelectenerg-9953	179	6	are	be	AUX
fuelectenerg-9953	179	7	transmitted	transmit	VERB
fuelectenerg-9953	179	8	to	to	ADP
fuelectenerg-9953	179	9	the	the	DET
fuelectenerg-9953	179	10	xor	xor	PROPN
fuelectenerg-9953	179	11	block	block	NOUN
fuelectenerg-9953	179	12	,	,	PUNCT
fuelectenerg-9953	179	13	where	where	SCONJ
fuelectenerg-9953	179	14	the	the	DET
fuelectenerg-9953	179	15	result	result	NOUN
fuelectenerg-9953	179	16	of	of	ADP
fuelectenerg-9953	179	17	the	the	DET
fuelectenerg-9953	179	18	counter	counter	NOUN
fuelectenerg-9953	179	19	-	-	NOUN
fuelectenerg-9953	179	20	decision	decision	NOUN
fuelectenerg-9953	179	21	is	be	AUX
fuelectenerg-9953	179	22	calculated	calculate	VERB
fuelectenerg-9953	179	23	.	.	PUNCT
fuelectenerg-9953	180	1	finally	finally	ADV
fuelectenerg-9953	180	2	,	,	PUNCT
fuelectenerg-9953	180	3	the	the	DET
fuelectenerg-9953	180	4	percentage	percentage	NOUN
fuelectenerg-9953	180	5	of	of	ADP
fuelectenerg-9953	180	6	the	the	DET
fuelectenerg-9953	180	7	opposite	opposite	ADJ
fuelectenerg-9953	180	8	decision	decision	NOUN
fuelectenerg-9953	180	9	triggers	trigger	VERB
fuelectenerg-9953	180	10	an	an	DET
fuelectenerg-9953	180	11	alert	alert	NOUN
fuelectenerg-9953	180	12	.	.	PUNCT
fuelectenerg-9953	181	1	fig	fig	NOUN
fuelectenerg-9953	181	2	.	.	PUNCT
fuelectenerg-9953	182	1	1	1	NUM
fuelectenerg-9953	182	2	classifiers	classifier	NOUN
fuelectenerg-9953	182	3	’	'	PUNCT
fuelectenerg-9953	182	4	training	train	VERB
fuelectenerg-9953	182	5	the	the	DET
fuelectenerg-9953	182	6	wk	wk	PROPN
fuelectenerg-9953	182	7	-	-	PUNCT
fuelectenerg-9953	182	8	fnn	fnn	PROPN
fuelectenerg-9953	182	9	model	model	NOUN
fuelectenerg-9953	182	10	is	be	AUX
fuelectenerg-9953	182	11	a	a	DET
fuelectenerg-9953	182	12	three	three	NUM
fuelectenerg-9953	182	13	-	-	PUNCT
fuelectenerg-9953	182	14	layer	layer	NOUN
fuelectenerg-9953	182	15	structure	structure	NOUN
fuelectenerg-9953	182	16	.	.	PUNCT
fuelectenerg-9953	183	1	the	the	DET
fuelectenerg-9953	183	2	first	first	ADJ
fuelectenerg-9953	183	3	layer	layer	NOUN
fuelectenerg-9953	183	4	classifies	classify	VERB
fuelectenerg-9953	183	5	the	the	DET
fuelectenerg-9953	183	6	network	network	NOUN
fuelectenerg-9953	183	7	traffic	traffic	NOUN
fuelectenerg-9953	183	8	according	accord	VERB
fuelectenerg-9953	183	9	to	to	ADP
fuelectenerg-9953	183	10	the	the	DET
fuelectenerg-9953	183	11	both	both	PRON
fuelectenerg-9953	183	12	wk	wk	PROPN
fuelectenerg-9953	183	13	-	-	PUNCT
fuelectenerg-9953	183	14	nn	nn	PROPN
fuelectenerg-9953	183	15	and	and	CCONJ
fuelectenerg-9953	183	16	fnn	fnn	PROPN
fuelectenerg-9953	183	17	.	.	PUNCT
fuelectenerg-9953	184	1	a	a	DET
fuelectenerg-9953	184	2	bit	bit	NOUN
fuelectenerg-9953	184	3	-	-	PUNCT
fuelectenerg-9953	184	4	by	by	ADP
fuelectenerg-9953	184	5	-	-	PUNCT
fuelectenerg-9953	184	6	bit	bit	NOUN
fuelectenerg-9953	184	7	xor	xor	PROPN
fuelectenerg-9953	184	8	operation	operation	NOUN
fuelectenerg-9953	184	9	is	be	AUX
fuelectenerg-9953	184	10	carried	carry	VERB
fuelectenerg-9953	184	11	out	out	ADP
fuelectenerg-9953	184	12	in	in	ADP
fuelectenerg-9953	184	13	the	the	DET
fuelectenerg-9953	184	14	second	second	ADJ
fuelectenerg-9953	184	15	module	module	NOUN
fuelectenerg-9953	184	16	.	.	PUNCT
fuelectenerg-9953	185	1	the	the	DET
fuelectenerg-9953	185	2	third	third	ADJ
fuelectenerg-9953	185	3	part	part	NOUN
fuelectenerg-9953	185	4	of	of	ADP
fuelectenerg-9953	185	5	the	the	DET
fuelectenerg-9953	185	6	wk	wk	PROPN
fuelectenerg-9953	185	7	-	-	PUNCT
fuelectenerg-9953	185	8	fnn	fnn	PROPN
fuelectenerg-9953	185	9	marks	mark	VERB
fuelectenerg-9953	185	10	the	the	DET
fuelectenerg-9953	185	11	opposite	opposite	ADJ
fuelectenerg-9953	185	12	decisions	decision	NOUN
fuelectenerg-9953	185	13	(	(	PUNCT
fuelectenerg-9953	185	14	fig	fig	NOUN
fuelectenerg-9953	185	15	.	.	PUNCT
fuelectenerg-9953	185	16	2	2	NUM
fuelectenerg-9953	185	17	)	)	PUNCT
fuelectenerg-9953	185	18	.	.	PUNCT
fuelectenerg-9953	186	1	out1	out1	NOUN
fuelectenerg-9953	186	2	out2	out2	PROPN
fuelectenerg-9953	186	3	decision	decision	NOUN
fuelectenerg-9953	186	4	10	10	NUM
fuelectenerg-9953	186	5	%	%	NOUN
fuelectenerg-9953	186	6	0	0	NUM
fuelectenerg-9953	186	7	classification	classification	NOUN
fuelectenerg-9953	186	8	unknown	unknown	ADJ
fuelectenerg-9953	186	9	traffic	traffic	NOUN
fuelectenerg-9953	186	10	wknn	wknn	NOUN
fuelectenerg-9953	186	11	fnn	fnn	PROPN
fuelectenerg-9953	187	1	x	x	PUNCT
fuelectenerg-9953	187	2	o	o	NOUN
fuelectenerg-9953	187	3	r	r	NOUN
fuelectenerg-9953	187	4	𝑠𝑢𝑚(𝑥𝑜𝑟(𝑜𝑢𝑡1	𝑠𝑢𝑚(𝑥𝑜𝑟(𝑜𝑢𝑡1	PROPN
fuelectenerg-9953	187	5	,	,	PUNCT
fuelectenerg-9953	187	6	𝑜𝑢𝑡2	𝑜𝑢𝑡2	PROPN
fuelectenerg-9953	187	7	)	)	PUNCT
fuelectenerg-9953	187	8	)	)	PUNCT
fuelectenerg-9953	188	1	xor	xor	PROPN
fuelectenerg-9953	188	2	block	block	NOUN
fuelectenerg-9953	188	3	training	training	NOUN
fuelectenerg-9953	188	4	wknn	wknn	NOUN
fuelectenerg-9953	188	5	settrain	settrain	VERB
fuelectenerg-9953	188	6	fnn	fnn	PROPN
fuelectenerg-9953	188	7	wk	wk	PROPN
fuelectenerg-9953	188	8	-	-	PUNCT
fuelectenerg-9953	188	9	fnn	fnn	PROPN
fuelectenerg-9953	188	10	design	design	NOUN
fuelectenerg-9953	188	11	for	for	ADP
fuelectenerg-9953	188	12	detection	detection	NOUN
fuelectenerg-9953	188	13	of	of	ADP
fuelectenerg-9953	188	14	anomalies	anomaly	NOUN
fuelectenerg-9953	188	15	in	in	ADP
fuelectenerg-9953	188	16	the	the	DET
fuelectenerg-9953	188	17	computer	computer	NOUN
fuelectenerg-9953	188	18	network	network	NOUN
fuelectenerg-9953	188	19	traffic	traffic	NOUN
fuelectenerg-9953	188	20	fig	fig	NOUN
fuelectenerg-9953	188	21	.	.	PUNCT
fuelectenerg-9953	189	1	2	2	NUM
fuelectenerg-9953	189	2	wk	wk	ADJ
fuelectenerg-9953	189	3	-	-	PUNCT
fuelectenerg-9953	189	4	fnn	fnn	PROPN
fuelectenerg-9953	189	5	model	model	NOUN
fuelectenerg-9953	189	6	through	through	ADP
fuelectenerg-9953	189	7	the	the	DET
fuelectenerg-9953	189	8	classification	classification	NOUN
fuelectenerg-9953	189	9	,	,	PUNCT
fuelectenerg-9953	189	10	both	both	DET
fuelectenerg-9953	189	11	classifiers	classifier	NOUN
fuelectenerg-9953	189	12	decide	decide	VERB
fuelectenerg-9953	189	13	about	about	ADP
fuelectenerg-9953	189	14	the	the	DET
fuelectenerg-9953	189	15	unknow	unknow	ADJ
fuelectenerg-9953	189	16	network	network	NOUN
fuelectenerg-9953	189	17	traffic	traffic	NOUN
fuelectenerg-9953	189	18	and	and	CCONJ
fuelectenerg-9953	189	19	the	the	DET
fuelectenerg-9953	189	20	outputs	output	NOUN
fuelectenerg-9953	189	21	of	of	ADP
fuelectenerg-9953	189	22	each	each	PRON
fuelectenerg-9953	189	23	of	of	ADP
fuelectenerg-9953	189	24	the	the	DET
fuelectenerg-9953	189	25	classifiers	classifier	NOUN
fuelectenerg-9953	189	26	(	(	PUNCT
fuelectenerg-9953	189	27	decision	decision	NOUN
fuelectenerg-9953	189	28	about	about	ADP
fuelectenerg-9953	189	29	normal	normal	ADJ
fuelectenerg-9953	189	30	network	network	NOUN
fuelectenerg-9953	189	31	behavior	behavior	NOUN
fuelectenerg-9953	189	32	or	or	CCONJ
fuelectenerg-9953	189	33	the	the	DET
fuelectenerg-9953	189	34	anomaly	anomaly	NOUN
fuelectenerg-9953	189	35	)	)	PUNCT
fuelectenerg-9953	189	36	are	be	AUX
fuelectenerg-9953	189	37	then	then	ADV
fuelectenerg-9953	189	38	passed	pass	VERB
fuelectenerg-9953	189	39	on	on	ADP
fuelectenerg-9953	189	40	to	to	ADP
fuelectenerg-9953	189	41	the	the	DET
fuelectenerg-9953	189	42	xor	xor	PROPN
fuelectenerg-9953	189	43	block	block	NOUN
fuelectenerg-9953	189	44	,	,	PUNCT
fuelectenerg-9953	189	45	where	where	SCONJ
fuelectenerg-9953	189	46	the	the	DET
fuelectenerg-9953	189	47	‘	'	PUNCT
fuelectenerg-9953	189	48	exclusive	exclusive	ADJ
fuelectenerg-9953	189	49	or	or	CCONJ
fuelectenerg-9953	189	50	’	'	PUNCT
fuelectenerg-9953	189	51	bitwise	bitwise	NOUN
fuelectenerg-9953	189	52	operation	operation	NOUN
fuelectenerg-9953	189	53	is	be	AUX
fuelectenerg-9953	189	54	performed	perform	VERB
fuelectenerg-9953	189	55	.	.	PUNCT
fuelectenerg-9953	190	1	the	the	DET
fuelectenerg-9953	190	2	different	different	ADJ
fuelectenerg-9953	190	3	/	/	SYM
fuelectenerg-9953	190	4	opposite	opposite	ADJ
fuelectenerg-9953	190	5	decisions	decision	NOUN
fuelectenerg-9953	190	6	are	be	AUX
fuelectenerg-9953	190	7	recognized	recognize	VERB
fuelectenerg-9953	190	8	by	by	ADP
fuelectenerg-9953	190	9	performing	perform	VERB
fuelectenerg-9953	190	10	the	the	DET
fuelectenerg-9953	190	11	xor	xor	PROPN
fuelectenerg-9953	190	12	logical	logical	ADJ
fuelectenerg-9953	190	13	operation	operation	NOUN
fuelectenerg-9953	190	14	on	on	ADP
fuelectenerg-9953	190	15	the	the	DET
fuelectenerg-9953	190	16	classification	classification	NOUN
fuelectenerg-9953	190	17	results	result	NOUN
fuelectenerg-9953	190	18	,	,	PUNCT
fuelectenerg-9953	190	19	which	which	PRON
fuelectenerg-9953	190	20	is	be	AUX
fuelectenerg-9953	190	21	logically	logically	ADV
fuelectenerg-9953	190	22	true	true	ADJ
fuelectenerg-9953	190	23	(	(	PUNCT
fuelectenerg-9953	190	24	1	1	NUM
fuelectenerg-9953	190	25	)	)	PUNCT
fuelectenerg-9953	190	26	if	if	SCONJ
fuelectenerg-9953	190	27	one	one	NUM
fuelectenerg-9953	190	28	of	of	ADP
fuelectenerg-9953	190	29	the	the	DET
fuelectenerg-9953	190	30	outputs	output	NOUN
fuelectenerg-9953	190	31	is	be	AUX
fuelectenerg-9953	190	32	,	,	PUNCT
fuelectenerg-9953	190	33	but	but	CCONJ
fuelectenerg-9953	190	34	not	not	PART
fuelectenerg-9953	190	35	both	both	PRON
fuelectenerg-9953	190	36	,	,	PUNCT
fuelectenerg-9953	190	37	non	non	ADJ
fuelectenerg-9953	190	38	-	-	ADJ
fuelectenerg-9953	190	39	zero	zero	NUM
fuelectenerg-9953	190	40	.	.	PUNCT
fuelectenerg-9953	191	1	otherwise	otherwise	ADV
fuelectenerg-9953	191	2	the	the	DET
fuelectenerg-9953	191	3	result	result	NOUN
fuelectenerg-9953	191	4	is	be	AUX
fuelectenerg-9953	191	5	logical	logical	ADJ
fuelectenerg-9953	191	6	false	false	ADJ
fuelectenerg-9953	191	7	(	(	PUNCT
fuelectenerg-9953	191	8	0	0	NUM
fuelectenerg-9953	191	9	)	)	PUNCT
fuelectenerg-9953	191	10	.	.	PUNCT
fuelectenerg-9953	192	1	the	the	DET
fuelectenerg-9953	192	2	sum	sum	NOUN
fuelectenerg-9953	192	3	of	of	ADP
fuelectenerg-9953	192	4	the	the	DET
fuelectenerg-9953	192	5	different	different	ADJ
fuelectenerg-9953	192	6	decision	decision	NOUN
fuelectenerg-9953	192	7	in	in	ADP
fuelectenerg-9953	192	8	the	the	DET
fuelectenerg-9953	192	9	decision	decision	NOUN
fuelectenerg-9953	192	10	block	block	NOUN
fuelectenerg-9953	192	11	is	be	AUX
fuelectenerg-9953	192	12	then	then	ADV
fuelectenerg-9953	192	13	calculated	calculate	VERB
fuelectenerg-9953	192	14	as	as	SCONJ
fuelectenerg-9953	192	15	follows	follow	VERB
fuelectenerg-9953	192	16	𝑠𝑢𝑚𝑜𝑢𝑡	𝑠𝑢𝑚𝑜𝑢𝑡	NOUN
fuelectenerg-9953	192	17	=	=	SYM
fuelectenerg-9953	192	18	∑	∑	PUNCT
fuelectenerg-9953	192	19	𝑥𝑜𝑟(𝑜𝑢𝑡1𝑘	𝑥𝑜𝑟(𝑜𝑢𝑡1𝑘	NOUN
fuelectenerg-9953	192	20	,	,	PUNCT
fuelectenerg-9953	192	21	𝑜𝑢𝑡2𝑘	𝑜𝑢𝑡2𝑘	SYM
fuelectenerg-9953	192	22	)	)	PUNCT
fuelectenerg-9953	192	23	𝑙𝑒𝑛𝑔𝑡ℎ(𝑑𝑎𝑡𝑎𝑠𝑒𝑡	𝑙𝑒𝑛𝑔𝑡ℎ(𝑑𝑎𝑡𝑎𝑠𝑒𝑡	PROPN
fuelectenerg-9953	192	24	)	)	PUNCT
fuelectenerg-9953	193	1	𝑘=1	𝑘=1	NOUN
fuelectenerg-9953	193	2	(	(	PUNCT
fuelectenerg-9953	193	3	2	2	NUM
fuelectenerg-9953	193	4	)	)	PUNCT
fuelectenerg-9953	193	5	where	where	SCONJ
fuelectenerg-9953	193	6	out1k	out1k	PROPN
fuelectenerg-9953	193	7	and	and	CCONJ
fuelectenerg-9953	193	8	out2k	out2k	X
fuelectenerg-9953	193	9	represent	represent	VERB
fuelectenerg-9953	193	10	the	the	DET
fuelectenerg-9953	193	11	k	k	NOUN
fuelectenerg-9953	193	12	-	-	PUNCT
fuelectenerg-9953	193	13	th	th	VERB
fuelectenerg-9953	193	14	results	result	NOUN
fuelectenerg-9953	193	15	of	of	ADP
fuelectenerg-9953	193	16	the	the	DET
fuelectenerg-9953	193	17	classification	classification	NOUN
fuelectenerg-9953	193	18	,	,	PUNCT
fuelectenerg-9953	193	19	and	and	CCONJ
fuelectenerg-9953	193	20	outk	outk	NOUN
fuelectenerg-9953	193	21	=	=	SYM
fuelectenerg-9953	193	22	xor(out1k	xor(out1k	PROPN
fuelectenerg-9953	193	23	,	,	PUNCT
fuelectenerg-9953	193	24	out2k	out2k	ADJ
fuelectenerg-9953	193	25	)	)	PUNCT
fuelectenerg-9953	193	26	.	.	PUNCT
fuelectenerg-9953	194	1	the	the	DET
fuelectenerg-9953	194	2	result	result	NOUN
fuelectenerg-9953	194	3	is	be	AUX
fuelectenerg-9953	194	4	then	then	ADV
fuelectenerg-9953	194	5	passed	pass	VERB
fuelectenerg-9953	194	6	on	on	ADP
fuelectenerg-9953	194	7	to	to	ADP
fuelectenerg-9953	194	8	the	the	DET
fuelectenerg-9953	194	9	decision	decision	NOUN
fuelectenerg-9953	194	10	-	-	PUNCT
fuelectenerg-9953	194	11	making	make	VERB
fuelectenerg-9953	194	12	engine	engine	NOUN
fuelectenerg-9953	194	13	.	.	PUNCT
fuelectenerg-9953	195	1	the	the	DET
fuelectenerg-9953	195	2	opposite	opposite	ADJ
fuelectenerg-9953	195	3	decisions	decision	NOUN
fuelectenerg-9953	195	4	indicated	indicate	VERB
fuelectenerg-9953	195	5	by	by	ADP
fuelectenerg-9953	195	6	bit	bit	NOUN
fuelectenerg-9953	195	7	-	-	PUNCT
fuelectenerg-9953	195	8	by	by	ADP
fuelectenerg-9953	195	9	-	-	PUNCT
fuelectenerg-9953	195	10	bit	bit	NOUN
fuelectenerg-9953	195	11	xor	xor	PROPN
fuelectenerg-9953	195	12	operation	operation	NOUN
fuelectenerg-9953	195	13	can	can	AUX
fuelectenerg-9953	195	14	generate	generate	VERB
fuelectenerg-9953	195	15	different	different	ADJ
fuelectenerg-9953	195	16	types	type	NOUN
fuelectenerg-9953	195	17	of	of	ADP
fuelectenerg-9953	195	18	alerts	alert	NOUN
fuelectenerg-9953	195	19	,	,	PUNCT
fuelectenerg-9953	195	20	depending	depend	VERB
fuelectenerg-9953	195	21	on	on	ADP
fuelectenerg-9953	195	22	the	the	DET
fuelectenerg-9953	195	23	organizational	organizational	ADJ
fuelectenerg-9953	195	24	structure	structure	NOUN
fuelectenerg-9953	195	25	and	and	CCONJ
fuelectenerg-9953	195	26	information	information	NOUN
fuelectenerg-9953	195	27	security	security	NOUN
fuelectenerg-9953	195	28	requirements	requirement	NOUN
fuelectenerg-9953	195	29	such	such	ADJ
fuelectenerg-9953	195	30	as	as	ADP
fuelectenerg-9953	195	31	confidentiality	confidentiality	NOUN
fuelectenerg-9953	195	32	,	,	PUNCT
fuelectenerg-9953	195	33	integrity	integrity	NOUN
fuelectenerg-9953	195	34	and	and	CCONJ
fuelectenerg-9953	195	35	data	datum	NOUN
fuelectenerg-9953	195	36	availability	availability	NOUN
fuelectenerg-9953	195	37	.	.	PUNCT
fuelectenerg-9953	196	1	the	the	DET
fuelectenerg-9953	196	2	alerts	alert	NOUN
fuelectenerg-9953	196	3	can	can	AUX
fuelectenerg-9953	196	4	be	be	AUX
fuelectenerg-9953	196	5	sent	send	VERB
fuelectenerg-9953	196	6	to	to	ADP
fuelectenerg-9953	196	7	the	the	DET
fuelectenerg-9953	196	8	network	network	NOUN
fuelectenerg-9953	196	9	administrator	administrator	NOUN
fuelectenerg-9953	196	10	or	or	CCONJ
fuelectenerg-9953	196	11	to	to	ADP
fuelectenerg-9953	196	12	the	the	DET
fuelectenerg-9953	196	13	other	other	ADJ
fuelectenerg-9953	196	14	ids	id	NOUN
fuelectenerg-9953	196	15	.	.	PUNCT
fuelectenerg-9953	197	1	it	it	PRON
fuelectenerg-9953	197	2	should	should	AUX
fuelectenerg-9953	197	3	be	be	AUX
fuelectenerg-9953	197	4	noted	note	VERB
fuelectenerg-9953	197	5	that	that	SCONJ
fuelectenerg-9953	197	6	the	the	DET
fuelectenerg-9953	197	7	additional	additional	ADJ
fuelectenerg-9953	197	8	anomaly	anomaly	NOUN
fuelectenerg-9953	197	9	alerts	alert	NOUN
fuelectenerg-9953	197	10	are	be	AUX
fuelectenerg-9953	197	11	separate	separate	ADJ
fuelectenerg-9953	197	12	from	from	ADP
fuelectenerg-9953	197	13	regular	regular	ADJ
fuelectenerg-9953	197	14	it	it	PRON
fuelectenerg-9953	197	15	alerts	alert	VERB
fuelectenerg-9953	197	16	.	.	PUNCT
fuelectenerg-9953	198	1	therefore	therefore	ADV
fuelectenerg-9953	198	2	,	,	PUNCT
fuelectenerg-9953	198	3	it	it	PRON
fuelectenerg-9953	198	4	is	be	AUX
fuelectenerg-9953	198	5	necessary	necessary	ADJ
fuelectenerg-9953	198	6	to	to	PART
fuelectenerg-9953	198	7	define	define	VERB
fuelectenerg-9953	198	8	the	the	DET
fuelectenerg-9953	198	9	anomaly	anomaly	NOUN
fuelectenerg-9953	198	10	alert	alert	NOUN
fuelectenerg-9953	198	11	promotion	promotion	NOUN
fuelectenerg-9953	198	12	rule	rule	NOUN
fuelectenerg-9953	198	13	in	in	ADP
fuelectenerg-9953	198	14	order	order	NOUN
fuelectenerg-9953	198	15	to	to	PART
fuelectenerg-9953	198	16	generate	generate	VERB
fuelectenerg-9953	198	17	an	an	DET
fuelectenerg-9953	198	18	it	it	PRON
fuelectenerg-9953	198	19	alert	alert	NOUN
fuelectenerg-9953	198	20	based	base	VERB
fuelectenerg-9953	198	21	on	on	ADP
fuelectenerg-9953	198	22	the	the	DET
fuelectenerg-9953	198	23	anomaly	anomaly	NOUN
fuelectenerg-9953	198	24	alerts	alert	NOUN
fuelectenerg-9953	198	25	.	.	PUNCT
fuelectenerg-9953	199	1	the	the	DET
fuelectenerg-9953	199	2	promotion	promotion	NOUN
fuelectenerg-9953	199	3	rule	rule	NOUN
fuelectenerg-9953	199	4	of	of	ADP
fuelectenerg-9953	199	5	the	the	DET
fuelectenerg-9953	199	6	wk	wk	PROPN
fuelectenerg-9953	199	7	-	-	PUNCT
fuelectenerg-9953	199	8	fnn	fnn	PROPN
fuelectenerg-9953	199	9	model	model	NOUN
fuelectenerg-9953	199	10	is	be	AUX
fuelectenerg-9953	199	11	based	base	VERB
fuelectenerg-9953	199	12	on	on	ADP
fuelectenerg-9953	199	13	the	the	DET
fuelectenerg-9953	199	14	ratio	ratio	NOUN
fuelectenerg-9953	199	15	between	between	ADP
fuelectenerg-9953	199	16	the	the	DET
fuelectenerg-9953	199	17	number	number	NOUN
fuelectenerg-9953	199	18	of	of	ADP
fuelectenerg-9953	199	19	opposing	oppose	VERB
fuelectenerg-9953	199	20	decisions	decision	NOUN
fuelectenerg-9953	199	21	and	and	CCONJ
fuelectenerg-9953	199	22	the	the	DET
fuelectenerg-9953	199	23	total	total	ADJ
fuelectenerg-9953	199	24	number	number	NOUN
fuelectenerg-9953	199	25	of	of	ADP
fuelectenerg-9953	199	26	decisions	decision	NOUN
fuelectenerg-9953	199	27	of	of	ADP
fuelectenerg-9953	199	28	the	the	DET
fuelectenerg-9953	199	29	classifiers	classifier	NOUN
fuelectenerg-9953	199	30	,	,	PUNCT
fuelectenerg-9953	199	31	expressed	express	VERB
fuelectenerg-9953	199	32	as	as	ADP
fuelectenerg-9953	199	33	a	a	DET
fuelectenerg-9953	199	34	percentage	percentage	NOUN
fuelectenerg-9953	199	35	.	.	PUNCT
fuelectenerg-9953	200	1	a	a	DET
fuelectenerg-9953	200	2	decision	decision	NOUN
fuelectenerg-9953	200	3	is	be	AUX
fuelectenerg-9953	200	4	presented	present	VERB
fuelectenerg-9953	200	5	based	base	VERB
fuelectenerg-9953	200	6	on	on	ADP
fuelectenerg-9953	200	7	a	a	DET
fuelectenerg-9953	200	8	linear	linear	ADJ
fuelectenerg-9953	200	9	scale	scale	NOUN
fuelectenerg-9953	200	10	threshold	threshold	NOUN
fuelectenerg-9953	200	11	.	.	PUNCT
fuelectenerg-9953	201	1	the	the	DET
fuelectenerg-9953	201	2	basic	basic	ADJ
fuelectenerg-9953	201	3	idea	idea	NOUN
fuelectenerg-9953	201	4	behind	behind	ADP
fuelectenerg-9953	201	5	the	the	DET
fuelectenerg-9953	201	6	decision	decision	NOUN
fuelectenerg-9953	201	7	is	be	AUX
fuelectenerg-9953	201	8	that	that	SCONJ
fuelectenerg-9953	201	9	the	the	DET
fuelectenerg-9953	201	10	number	number	NOUN
fuelectenerg-9953	201	11	of	of	ADP
fuelectenerg-9953	201	12	contradicting	contradict	VERB
fuelectenerg-9953	201	13	decisions	decision	NOUN
fuelectenerg-9953	201	14	is	be	AUX
fuelectenerg-9953	201	15	low	low	ADJ
fuelectenerg-9953	201	16	if	if	SCONJ
fuelectenerg-9953	201	17	the	the	DET
fuelectenerg-9953	201	18	two	two	NUM
fuelectenerg-9953	201	19	classifiers	classifier	NOUN
fuelectenerg-9953	201	20	are	be	AUX
fuelectenerg-9953	201	21	really	really	ADV
fuelectenerg-9953	201	22	highly	highly	ADV
fuelectenerg-9953	201	23	accurate	accurate	ADJ
fuelectenerg-9953	201	24	.	.	PUNCT
fuelectenerg-9953	202	1	otherwise	otherwise	ADV
fuelectenerg-9953	202	2	,	,	PUNCT
fuelectenerg-9953	202	3	the	the	DET
fuelectenerg-9953	202	4	results	result	NOUN
fuelectenerg-9953	202	5	will	will	AUX
fuelectenerg-9953	202	6	not	not	PART
fuelectenerg-9953	202	7	be	be	AUX
fuelectenerg-9953	202	8	reliable	reliable	ADJ
fuelectenerg-9953	202	9	.	.	PUNCT
fuelectenerg-9953	203	1	instead	instead	ADV
fuelectenerg-9953	203	2	of	of	ADP
fuelectenerg-9953	203	3	making	make	VERB
fuelectenerg-9953	203	4	additional	additional	ADJ
fuelectenerg-9953	203	5	decisions	decision	NOUN
fuelectenerg-9953	203	6	about	about	ADP
fuelectenerg-9953	203	7	what	what	PRON
fuelectenerg-9953	203	8	is	be	AUX
fuelectenerg-9953	203	9	normal	normal	ADJ
fuelectenerg-9953	203	10	or	or	CCONJ
fuelectenerg-9953	203	11	abnormal	abnormal	ADJ
fuelectenerg-9953	203	12	,	,	PUNCT
fuelectenerg-9953	203	13	the	the	DET
fuelectenerg-9953	203	14	decision	decision	NOUN
fuelectenerg-9953	203	15	block	block	NOUN
fuelectenerg-9953	203	16	points	point	VERB
fuelectenerg-9953	203	17	out	out	ADP
fuelectenerg-9953	203	18	the	the	DET
fuelectenerg-9953	203	19	difference	difference	NOUN
fuelectenerg-9953	203	20	in	in	ADP
fuelectenerg-9953	203	21	the	the	DET
fuelectenerg-9953	203	22	classifiers	classifier	NOUN
fuelectenerg-9953	203	23	’	’	PART
fuelectenerg-9953	203	24	decisions	decision	NOUN
fuelectenerg-9953	203	25	.	.	PUNCT
fuelectenerg-9953	204	1	if	if	SCONJ
fuelectenerg-9953	204	2	both	both	PRON
fuelectenerg-9953	204	3	choose	choose	VERB
fuelectenerg-9953	204	4	‘	'	PUNCT
fuelectenerg-9953	204	5	normal	normal	ADJ
fuelectenerg-9953	204	6	’	'	PUNCT
fuelectenerg-9953	204	7	or	or	CCONJ
fuelectenerg-9953	204	8	‘	'	PUNCT
fuelectenerg-9953	204	9	anomaly	anomaly	NOUN
fuelectenerg-9953	204	10	’	'	PUNCT
fuelectenerg-9953	204	11	their	their	PRON
fuelectenerg-9953	204	12	decisions	decision	NOUN
fuelectenerg-9953	204	13	are	be	AUX
fuelectenerg-9953	204	14	not	not	PART
fuelectenerg-9953	204	15	different	different	ADJ
fuelectenerg-9953	204	16	.	.	PUNCT
fuelectenerg-9953	205	1	otherwise	otherwise	ADV
fuelectenerg-9953	205	2	,	,	PUNCT
fuelectenerg-9953	205	3	their	their	PRON
fuelectenerg-9953	205	4	decisions	decision	NOUN
fuelectenerg-9953	205	5	will	will	AUX
fuelectenerg-9953	205	6	differ	differ	VERB
fuelectenerg-9953	205	7	,	,	PUNCT
fuelectenerg-9953	205	8	and	and	CCONJ
fuelectenerg-9953	205	9	the	the	DET
fuelectenerg-9953	205	10	result	result	NOUN
fuelectenerg-9953	205	11	on	on	ADP
fuelectenerg-9953	205	12	xor	xor	PROPN
fuelectenerg-9953	205	13	operation	operation	NOUN
fuelectenerg-9953	205	14	will	will	AUX
fuelectenerg-9953	205	15	be	be	AUX
fuelectenerg-9953	205	16	binary	binary	ADJ
fuelectenerg-9953	205	17	one	one	NUM
fuelectenerg-9953	205	18	.	.	PUNCT
fuelectenerg-9953	206	1	as	as	SCONJ
fuelectenerg-9953	206	2	‘	'	PUNCT
fuelectenerg-9953	206	3	normal	normal	ADJ
fuelectenerg-9953	206	4	’	'	PUNCT
fuelectenerg-9953	206	5	traffic	traffic	NOUN
fuelectenerg-9953	206	6	refers	refer	VERB
fuelectenerg-9953	206	7	to	to	ADP
fuelectenerg-9953	206	8	binary	binary	NOUN
fuelectenerg-9953	206	9	1	1	NUM
fuelectenerg-9953	206	10	(	(	PUNCT
fuelectenerg-9953	206	11	label	label	NOUN
fuelectenerg-9953	206	12	equals	equal	VERB
fuelectenerg-9953	206	13	1	1	NUM
fuelectenerg-9953	206	14	)	)	PUNCT
fuelectenerg-9953	206	15	and	and	CCONJ
fuelectenerg-9953	206	16	‘	'	PUNCT
fuelectenerg-9953	206	17	anomaly	anomaly	NOUN
fuelectenerg-9953	206	18	’	'	PUNCT
fuelectenerg-9953	206	19	refers	refer	VERB
fuelectenerg-9953	206	20	to	to	ADP
fuelectenerg-9953	206	21	the	the	DET
fuelectenerg-9953	206	22	binary	binary	NOUN
fuelectenerg-9953	206	23	0	0	PUNCT
fuelectenerg-9953	206	24	(	(	PUNCT
fuelectenerg-9953	206	25	label	label	NOUN
fuelectenerg-9953	206	26	equals	equal	VERB
fuelectenerg-9953	206	27	to	to	PART
fuelectenerg-9953	206	28	-1	-1	PUNCT
fuelectenerg-9953	206	29	)	)	PUNCT
fuelectenerg-9953	206	30	,	,	PUNCT
fuelectenerg-9953	206	31	the	the	DET
fuelectenerg-9953	206	32	number	number	NOUN
fuelectenerg-9953	206	33	of	of	ADP
fuelectenerg-9953	206	34	opposing	oppose	VERB
fuelectenerg-9953	206	35	decisions	decision	NOUN
fuelectenerg-9953	206	36	refers	refer	VERB
fuelectenerg-9953	206	37	to	to	ADP
fuelectenerg-9953	206	38	the	the	DET
fuelectenerg-9953	206	39	sum	sum	NOUN
fuelectenerg-9953	206	40	of	of	ADP
fuelectenerg-9953	206	41	all	all	DET
fuelectenerg-9953	206	42	decision	decision	NOUN
fuelectenerg-9953	206	43	,	,	PUNCT
fuelectenerg-9953	206	44	because	because	SCONJ
fuelectenerg-9953	206	45	the	the	DET
fuelectenerg-9953	206	46	same	same	ADJ
fuelectenerg-9953	206	47	decisions	decision	NOUN
fuelectenerg-9953	206	48	result	result	VERB
fuelectenerg-9953	206	49	in	in	ADP
fuelectenerg-9953	206	50	zero	zero	NUM
fuelectenerg-9953	206	51	after	after	ADP
fuelectenerg-9953	206	52	performing	perform	VERB
fuelectenerg-9953	206	53	the	the	DET
fuelectenerg-9953	206	54	xor	xor	PROPN
fuelectenerg-9953	206	55	operation	operation	NOUN
fuelectenerg-9953	206	56	.	.	PUNCT
fuelectenerg-9953	207	1	the	the	DET
fuelectenerg-9953	207	2	number	number	NOUN
fuelectenerg-9953	207	3	of	of	ADP
fuelectenerg-9953	207	4	opposing	oppose	VERB
fuelectenerg-9953	207	5	decisions	decision	NOUN
fuelectenerg-9953	207	6	𝑠𝑢𝑚𝑜𝑢𝑡	𝑠𝑢𝑚𝑜𝑢𝑡	NOUN
fuelectenerg-9953	207	7	is	be	AUX
fuelectenerg-9953	207	8	given	give	VERB
fuelectenerg-9953	207	9	in	in	ADP
fuelectenerg-9953	207	10	the	the	DET
fuelectenerg-9953	207	11	eq	eq	NOUN
fuelectenerg-9953	207	12	.	.	PROPN
fuelectenerg-9953	207	13	2	2	NUM
fuelectenerg-9953	207	14	.	.	NUM
fuelectenerg-9953	207	15	divided	divide	VERB
fuelectenerg-9953	207	16	by	by	ADP
fuelectenerg-9953	207	17	the	the	DET
fuelectenerg-9953	207	18	total	total	ADJ
fuelectenerg-9953	207	19	number	number	NOUN
fuelectenerg-9953	207	20	of	of	ADP
fuelectenerg-9953	207	21	the	the	DET
fuelectenerg-9953	207	22	decisions	decision	NOUN
fuelectenerg-9953	207	23	,	,	PUNCT
fuelectenerg-9953	207	24	given	give	VERB
fuelectenerg-9953	207	25	as	as	ADP
fuelectenerg-9953	207	26	𝑙𝑒𝑛𝑔𝑡ℎ(𝑑𝑎𝑡𝑎𝑠𝑒𝑡	𝑙𝑒𝑛𝑔𝑡ℎ(𝑑𝑎𝑡𝑎𝑠𝑒𝑡	PROPN
fuelectenerg-9953	207	27	)	)	PUNCT
fuelectenerg-9953	207	28	,	,	PUNCT
fuelectenerg-9953	207	29	the	the	DET
fuelectenerg-9953	207	30	resulting	result	VERB
fuelectenerg-9953	207	31	value	value	NOUN
fuelectenerg-9953	207	32	shows	show	VERB
fuelectenerg-9953	207	33	the	the	DET
fuelectenerg-9953	207	34	percentage	percentage	NOUN
fuelectenerg-9953	207	35	of	of	ADP
fuelectenerg-9953	207	36	the	the	DET
fuelectenerg-9953	207	37	opposing	opposing	ADJ
fuelectenerg-9953	207	38	decisions	decision	NOUN
fuelectenerg-9953	207	39	.	.	PUNCT
fuelectenerg-9953	208	1	for	for	ADP
fuelectenerg-9953	208	2	this	this	DET
fuelectenerg-9953	208	3	experiment	experiment	NOUN
fuelectenerg-9953	208	4	,	,	PUNCT
fuelectenerg-9953	208	5	we	we	PRON
fuelectenerg-9953	208	6	have	have	AUX
fuelectenerg-9953	208	7	divided	divide	VERB
fuelectenerg-9953	208	8	the	the	DET
fuelectenerg-9953	208	9	priority	priority	NOUN
fuelectenerg-9953	208	10	levels	level	NOUN
fuelectenerg-9953	208	11	of	of	ADP
fuelectenerg-9953	208	12	the	the	DET
fuelectenerg-9953	208	13	alert	alert	ADJ
fuelectenerg-9953	208	14	scale	scale	NOUN
fuelectenerg-9953	208	15	into	into	ADP
fuelectenerg-9953	208	16	five	five	NUM
fuelectenerg-9953	208	17	different	different	ADJ
fuelectenerg-9953	208	18	categories	category	NOUN
fuelectenerg-9953	208	19	:	:	PUNCT
fuelectenerg-9953	208	20	negligible	negligible	ADJ
fuelectenerg-9953	208	21	/	/	SYM
fuelectenerg-9953	208	22	insignificant	insignificant	ADJ
fuelectenerg-9953	208	23	alerts	alert	NOUN
fuelectenerg-9953	208	24	(	(	PUNCT
fuelectenerg-9953	208	25	whitelisted	whiteliste	VERB
fuelectenerg-9953	208	26	)	)	PUNCT
fuelectenerg-9953	208	27	,	,	PUNCT
fuelectenerg-9953	208	28	potential	potential	ADJ
fuelectenerg-9953	208	29	threats	threat	NOUN
fuelectenerg-9953	208	30	(	(	PUNCT
fuelectenerg-9953	208	31	they	they	PRON
fuelectenerg-9953	208	32	have	have	AUX
fuelectenerg-9953	208	33	no	no	DET
fuelectenerg-9953	208	34	direct	direct	ADJ
fuelectenerg-9953	208	35	influence	influence	NOUN
fuelectenerg-9953	208	36	on	on	ADP
fuelectenerg-9953	208	37	network	network	NOUN
fuelectenerg-9953	208	38	traffic	traffic	NOUN
fuelectenerg-9953	208	39	and	and	CCONJ
fuelectenerg-9953	208	40	the	the	DET
fuelectenerg-9953	208	41	network	network	NOUN
fuelectenerg-9953	208	42	structure	structure	NOUN
fuelectenerg-9953	208	43	)	)	PUNCT
fuelectenerg-9953	208	44	,	,	PUNCT
fuelectenerg-9953	208	45	warnings	warning	NOUN
fuelectenerg-9953	208	46	(	(	PUNCT
fuelectenerg-9953	208	47	provide	provide	VERB
fuelectenerg-9953	208	48	information	information	NOUN
fuelectenerg-9953	208	49	about	about	ADP
fuelectenerg-9953	208	50	the	the	DET
fuelectenerg-9953	208	51	risks	risk	NOUN
fuelectenerg-9953	208	52	)	)	PUNCT
fuelectenerg-9953	208	53	,	,	PUNCT
fuelectenerg-9953	208	54	silent	silent	ADJ
fuelectenerg-9953	208	55	alarms	alarm	NOUN
fuelectenerg-9953	208	56	(	(	PUNCT
fuelectenerg-9953	208	57	critical	critical	ADJ
fuelectenerg-9953	208	58	with	with	ADP
fuelectenerg-9953	208	59	ticketing	ticket	VERB
fuelectenerg-9953	208	60	)	)	PUNCT
fuelectenerg-9953	208	61	and	and	CCONJ
fuelectenerg-9953	208	62	high	high	ADJ
fuelectenerg-9953	208	63	priority	priority	NOUN
fuelectenerg-9953	208	64	alarms	alarm	NOUN
fuelectenerg-9953	208	65	(	(	PUNCT
fuelectenerg-9953	208	66	signal	signal	VERB
fuelectenerg-9953	208	67	an	an	DET
fuelectenerg-9953	208	68	attack	attack	NOUN
fuelectenerg-9953	208	69	)	)	PUNCT
fuelectenerg-9953	208	70	.	.	PUNCT
fuelectenerg-9953	209	1	the	the	DET
fuelectenerg-9953	209	2	scale	scale	NOUN
fuelectenerg-9953	209	3	is	be	AUX
fuelectenerg-9953	209	4	linear	linear	ADJ
fuelectenerg-9953	209	5	and	and	CCONJ
fuelectenerg-9953	209	6	divided	divide	VERB
fuelectenerg-9953	209	7	into	into	ADP
fuelectenerg-9953	209	8	five	five	NUM
fuelectenerg-9953	209	9	groups	group	NOUN
fuelectenerg-9953	209	10	with	with	ADP
fuelectenerg-9953	209	11	two	two	NUM
fuelectenerg-9953	209	12	percentage	percentage	NOUN
fuelectenerg-9953	209	13	ranges	range	NOUN
fuelectenerg-9953	209	14	,	,	PUNCT
fuelectenerg-9953	209	15	from	from	ADP
fuelectenerg-9953	209	16	0	0	NUM
fuelectenerg-9953	209	17	to	to	PART
fuelectenerg-9953	209	18	10	10	NUM
fuelectenerg-9953	209	19	%	%	NOUN
fuelectenerg-9953	209	20	.	.	PUNCT
fuelectenerg-9953	210	1	it	it	PRON
fuelectenerg-9953	210	2	should	should	AUX
fuelectenerg-9953	210	3	be	be	AUX
fuelectenerg-9953	210	4	noted	note	VERB
fuelectenerg-9953	210	5	that	that	SCONJ
fuelectenerg-9953	210	6	the	the	DET
fuelectenerg-9953	210	7	scale	scale	NOUN
fuelectenerg-9953	210	8	can	can	AUX
fuelectenerg-9953	210	9	be	be	AUX
fuelectenerg-9953	210	10	chosen	choose	VERB
fuelectenerg-9953	210	11	differently	differently	ADV
fuelectenerg-9953	210	12	,	,	PUNCT
fuelectenerg-9953	210	13	depending	depend	VERB
fuelectenerg-9953	210	14	on	on	ADP
fuelectenerg-9953	210	15	the	the	DET
fuelectenerg-9953	210	16	needs	need	NOUN
fuelectenerg-9953	210	17	of	of	ADP
fuelectenerg-9953	210	18	the	the	DET
fuelectenerg-9953	210	19	organization	organization	NOUN
fuelectenerg-9953	210	20	security	security	NOUN
fuelectenerg-9953	210	21	.	.	PUNCT
fuelectenerg-9953	211	1	5	5	X
fuelectenerg-9953	211	2	.	.	X
fuelectenerg-9953	211	3	experimental	experimental	ADJ
fuelectenerg-9953	211	4	results	result	NOUN
fuelectenerg-9953	211	5	the	the	DET
fuelectenerg-9953	211	6	experiments	experiment	NOUN
fuelectenerg-9953	211	7	are	be	AUX
fuelectenerg-9953	211	8	carried	carry	VERB
fuelectenerg-9953	211	9	out	out	ADP
fuelectenerg-9953	211	10	on	on	ADP
fuelectenerg-9953	211	11	three	three	NUM
fuelectenerg-9953	211	12	days	day	NOUN
fuelectenerg-9953	211	13	of	of	ADP
fuelectenerg-9953	211	14	the	the	DET
fuelectenerg-9953	211	15	computer	computer	NOUN
fuelectenerg-9953	211	16	network	network	NOUN
fuelectenerg-9953	211	17	traffic	traffic	NOUN
fuelectenerg-9953	211	18	recorded	record	VERB
fuelectenerg-9953	211	19	at	at	ADP
fuelectenerg-9953	211	20	kyoto	kyoto	PROPN
fuelectenerg-9953	211	21	university	university	PROPN
fuelectenerg-9953	211	22	computer	computer	NOUN
fuelectenerg-9953	211	23	network	network	NOUN
fuelectenerg-9953	211	24	in	in	ADP
fuelectenerg-9953	211	25	february	february	PROPN
fuelectenerg-9953	211	26	2007	2007	NUM
fuelectenerg-9953	211	27	.	.	PUNCT
fuelectenerg-9953	212	1	all	all	DET
fuelectenerg-9953	212	2	models	model	NOUN
fuelectenerg-9953	212	3	are	be	AUX
fuelectenerg-9953	212	4	selected	select	VERB
fuelectenerg-9953	212	5	based	base	VERB
fuelectenerg-9953	212	6	on	on	ADP
fuelectenerg-9953	212	7	278	278	NUM
fuelectenerg-9953	212	8	d.	d.	PROPN
fuelectenerg-9953	212	9	protić	protić	PROPN
fuelectenerg-9953	212	10	,	,	PUNCT
fuelectenerg-9953	212	11	m.	m.	NOUN
fuelectenerg-9953	212	12	stanković	stanković	PROPN
fuelectenerg-9953	212	13	,	,	PUNCT
fuelectenerg-9953	212	14	v.	v.	ADP
fuelectenerg-9953	212	15	antić	antić	ADJ
fuelectenerg-9953	212	16	processing	processing	NOUN
fuelectenerg-9953	212	17	time	time	NOUN
fuelectenerg-9953	212	18	and	and	CCONJ
fuelectenerg-9953	212	19	memory	memory	NOUN
fuelectenerg-9953	212	20	usage	usage	NOUN
fuelectenerg-9953	212	21	and	and	CCONJ
fuelectenerg-9953	212	22	are	be	AUX
fuelectenerg-9953	212	23	simulated	simulate	VERB
fuelectenerg-9953	212	24	in	in	ADP
fuelectenerg-9953	212	25	the	the	DET
fuelectenerg-9953	212	26	matlab	matlab	PROPN
fuelectenerg-9953	212	27	classification	classification	NOUN
fuelectenerg-9953	212	28	learner	learner	NOUN
fuelectenerg-9953	212	29	platform	platform	NOUN
fuelectenerg-9953	212	30	for	for	ADP
fuelectenerg-9953	212	31	windows	window	NOUN
fuelectenerg-9953	212	32	64	64	NUM
fuelectenerg-9953	212	33	-	-	PUNCT
fuelectenerg-9953	212	34	bit	bit	NOUN
fuelectenerg-9953	212	35	os	os	NOUN
fuelectenerg-9953	212	36	installed	instal	VERB
fuelectenerg-9953	212	37	on	on	ADP
fuelectenerg-9953	212	38	an	an	DET
fuelectenerg-9953	212	39	intel	intel	NOUN
fuelectenerg-9953	212	40	core	core	NOUN
fuelectenerg-9953	212	41	i7	i7	NOUN
fuelectenerg-9953	212	42	processor	processor	NOUN
fuelectenerg-9953	212	43	with	with	ADP
fuelectenerg-9953	212	44	2.7ghz	2.7ghz	NUM
fuelectenerg-9953	212	45	cpu	cpu	NOUN
fuelectenerg-9953	212	46	and	and	CCONJ
fuelectenerg-9953	212	47	16	16	NUM
fuelectenerg-9953	212	48	gb	gb	NOUN
fuelectenerg-9953	212	49	ram	ram	NOUN
fuelectenerg-9953	212	50	memory	memory	NOUN
fuelectenerg-9953	212	51	.	.	PUNCT
fuelectenerg-9953	213	1	the	the	DET
fuelectenerg-9953	213	2	wk	wk	PROPN
fuelectenerg-9953	213	3	-	-	PUNCT
fuelectenerg-9953	213	4	nn	nn	PROPN
fuelectenerg-9953	213	5	model	model	NOUN
fuelectenerg-9953	213	6	is	be	AUX
fuelectenerg-9953	213	7	trained	train	VERB
fuelectenerg-9953	213	8	by	by	ADP
fuelectenerg-9953	213	9	approximating	approximate	VERB
fuelectenerg-9953	213	10	an	an	DET
fuelectenerg-9953	213	11	instance	instance	NOUN
fuelectenerg-9953	213	12	by	by	ADP
fuelectenerg-9953	213	13	the	the	DET
fuelectenerg-9953	213	14	weighted	weight	VERB
fuelectenerg-9953	213	15	sum	sum	NOUN
fuelectenerg-9953	213	16	of	of	ADP
fuelectenerg-9953	213	17	10	10	NUM
fuelectenerg-9953	213	18	k	k	ADV
fuelectenerg-9953	213	19	-	-	PUNCT
fuelectenerg-9953	213	20	nearest	near	ADJ
fuelectenerg-9953	213	21	neighbors	neighbor	NOUN
fuelectenerg-9953	213	22	.	.	PUNCT
fuelectenerg-9953	214	1	weights	weight	NOUN
fuelectenerg-9953	214	2	are	be	AUX
fuelectenerg-9953	214	3	calculated	calculate	VERB
fuelectenerg-9953	214	4	based	base	VERB
fuelectenerg-9953	214	5	on	on	ADP
fuelectenerg-9953	214	6	inverse	inverse	ADJ
fuelectenerg-9953	214	7	distances	distance	NOUN
fuelectenerg-9953	214	8	.	.	PUNCT
fuelectenerg-9953	215	1	the	the	DET
fuelectenerg-9953	215	2	fnn	fnn	NOUN
fuelectenerg-9953	215	3	with	with	ADP
fuelectenerg-9953	215	4	one	one	NUM
fuelectenerg-9953	215	5	hidden	hide	VERB
fuelectenerg-9953	215	6	layer	layer	NOUN
fuelectenerg-9953	215	7	,	,	PUNCT
fuelectenerg-9953	215	8	nine	nine	NUM
fuelectenerg-9953	215	9	inputs	input	NOUN
fuelectenerg-9953	215	10	,	,	PUNCT
fuelectenerg-9953	215	11	nine	nine	NUM
fuelectenerg-9953	215	12	nodes	node	NOUN
fuelectenerg-9953	215	13	in	in	ADP
fuelectenerg-9953	215	14	the	the	DET
fuelectenerg-9953	215	15	hidden	hide	VERB
fuelectenerg-9953	215	16	layer	layer	NOUN
fuelectenerg-9953	215	17	and	and	CCONJ
fuelectenerg-9953	215	18	one	one	NUM
fuelectenerg-9953	215	19	output	output	NOUN
fuelectenerg-9953	215	20	node	node	NOUN
fuelectenerg-9953	215	21	is	be	AUX
fuelectenerg-9953	215	22	trained	train	VERB
fuelectenerg-9953	215	23	with	with	ADP
fuelectenerg-9953	215	24	the	the	DET
fuelectenerg-9953	215	25	lm	lm	ADJ
fuelectenerg-9953	215	26	algorithm	algorithm	NOUN
fuelectenerg-9953	215	27	.	.	PUNCT
fuelectenerg-9953	216	1	in	in	ADP
fuelectenerg-9953	216	2	order	order	NOUN
fuelectenerg-9953	216	3	for	for	SCONJ
fuelectenerg-9953	216	4	the	the	DET
fuelectenerg-9953	216	5	lm	lm	ADJ
fuelectenerg-9953	216	6	algorithm	algorithm	NOUN
fuelectenerg-9953	216	7	to	to	PART
fuelectenerg-9953	216	8	work	work	VERB
fuelectenerg-9953	216	9	correctly	correctly	ADV
fuelectenerg-9953	216	10	,	,	PUNCT
fuelectenerg-9953	216	11	the	the	DET
fuelectenerg-9953	216	12	activation	activation	NOUN
fuelectenerg-9953	216	13	function	function	NOUN
fuelectenerg-9953	216	14	of	of	ADP
fuelectenerg-9953	216	15	the	the	DET
fuelectenerg-9953	216	16	hyperbolic	hyperbolic	ADJ
fuelectenerg-9953	216	17	tangent	tangent	NOUN
fuelectenerg-9953	216	18	is	be	AUX
fuelectenerg-9953	216	19	used	use	VERB
fuelectenerg-9953	216	20	for	for	ADP
fuelectenerg-9953	216	21	each	each	DET
fuelectenerg-9953	216	22	node	node	NOUN
fuelectenerg-9953	216	23	,	,	PUNCT
fuelectenerg-9953	216	24	since	since	SCONJ
fuelectenerg-9953	216	25	it	it	PRON
fuelectenerg-9953	216	26	is	be	AUX
fuelectenerg-9953	216	27	differentiable	differentiable	ADJ
fuelectenerg-9953	216	28	,	,	PUNCT
fuelectenerg-9953	216	29	centered	center	VERB
fuelectenerg-9953	216	30	around	around	ADP
fuelectenerg-9953	216	31	0	0	NUM
fuelectenerg-9953	216	32	,	,	PUNCT
fuelectenerg-9953	216	33	and	and	CCONJ
fuelectenerg-9953	216	34	its	its	PRON
fuelectenerg-9953	216	35	output	output	NOUN
fuelectenerg-9953	216	36	range	range	NOUN
fuelectenerg-9953	216	37	is	be	AUX
fuelectenerg-9953	216	38	[	[	X
fuelectenerg-9953	216	39	-1	-1	ADJ
fuelectenerg-9953	216	40	,	,	PUNCT
fuelectenerg-9953	216	41	1	1	NUM
fuelectenerg-9953	216	42	]	]	PUNCT
fuelectenerg-9953	216	43	.	.	PUNCT
fuelectenerg-9953	217	1	the	the	DET
fuelectenerg-9953	217	2	weights	weight	NOUN
fuelectenerg-9953	217	3	are	be	AUX
fuelectenerg-9953	217	4	initialized	initialize	VERB
fuelectenerg-9953	217	5	to	to	ADP
fuelectenerg-9953	217	6	the	the	DET
fuelectenerg-9953	217	7	small	small	ADJ
fuelectenerg-9953	217	8	random	random	ADJ
fuelectenerg-9953	217	9	numbers	number	NOUN
fuelectenerg-9953	217	10	,	,	PUNCT
fuelectenerg-9953	217	11	because	because	SCONJ
fuelectenerg-9953	217	12	the	the	DET
fuelectenerg-9953	217	13	optimization	optimization	NOUN
fuelectenerg-9953	217	14	begins	begin	VERB
fuelectenerg-9953	217	15	as	as	ADP
fuelectenerg-9953	217	16	a	a	DET
fuelectenerg-9953	217	17	gradient	gradient	ADJ
fuelectenerg-9953	217	18	descent	descent	NOUN
fuelectenerg-9953	217	19	(	(	PUNCT
fuelectenerg-9953	217	20	gd	gd	NOUN
fuelectenerg-9953	217	21	)	)	PUNCT
fuelectenerg-9953	217	22	algorithm	algorithm	NOUN
fuelectenerg-9953	217	23	,	,	PUNCT
fuelectenerg-9953	217	24	which	which	PRON
fuelectenerg-9953	217	25	speeds	speed	VERB
fuelectenerg-9953	217	26	up	up	ADP
fuelectenerg-9953	217	27	the	the	DET
fuelectenerg-9953	217	28	convergence	convergence	NOUN
fuelectenerg-9953	217	29	of	of	ADP
fuelectenerg-9953	217	30	the	the	DET
fuelectenerg-9953	217	31	lm	lm	ADJ
fuelectenerg-9953	217	32	algorithm	algorithm	NOUN
fuelectenerg-9953	217	33	and	and	CCONJ
fuelectenerg-9953	217	34	minimizes	minimize	VERB
fuelectenerg-9953	217	35	the	the	DET
fuelectenerg-9953	217	36	wrong	wrong	ADJ
fuelectenerg-9953	217	37	approximations	approximation	NOUN
fuelectenerg-9953	218	1	[	[	X
fuelectenerg-9953	218	2	20	20	NUM
fuelectenerg-9953	218	3	]	]	PUNCT
fuelectenerg-9953	218	4	.	.	PUNCT
fuelectenerg-9953	219	1	the	the	DET
fuelectenerg-9953	219	2	wk	wk	PROPN
fuelectenerg-9953	219	3	-	-	PUNCT
fuelectenerg-9953	219	4	fnn	fnn	PROPN
fuelectenerg-9953	219	5	model	model	NOUN
fuelectenerg-9953	219	6	design	design	NOUN
fuelectenerg-9953	219	7	is	be	AUX
fuelectenerg-9953	219	8	tested	test	VERB
fuelectenerg-9953	219	9	as	as	SCONJ
fuelectenerg-9953	219	10	follows	follow	VERB
fuelectenerg-9953	219	11	:	:	PUNCT
fuelectenerg-9953	219	12	▪	▪	X
fuelectenerg-9953	219	13	each	each	PRON
fuelectenerg-9953	219	14	of	of	ADP
fuelectenerg-9953	219	15	the	the	DET
fuelectenerg-9953	219	16	three	three	NUM
fuelectenerg-9953	219	17	daily	daily	ADJ
fuelectenerg-9953	219	18	sets	set	NOUN
fuelectenerg-9953	219	19	,	,	PUNCT
fuelectenerg-9953	219	20	consisting	consist	VERB
fuelectenerg-9953	219	21	of	of	ADP
fuelectenerg-9953	219	22	57278	57278	NUM
fuelectenerg-9953	219	23	,	,	PUNCT
fuelectenerg-9953	219	24	57279	57279	NUM
fuelectenerg-9953	219	25	and	and	CCONJ
fuelectenerg-9953	219	26	58317	58317	NUM
fuelectenerg-9953	219	27	instances	instance	NOUN
fuelectenerg-9953	219	28	,	,	PUNCT
fuelectenerg-9953	219	29	is	be	AUX
fuelectenerg-9953	219	30	divided	divide	VERB
fuelectenerg-9953	219	31	into	into	ADP
fuelectenerg-9953	219	32	the	the	DET
fuelectenerg-9953	219	33	two	two	NUM
fuelectenerg-9953	219	34	subsets	subset	NOUN
fuelectenerg-9953	219	35	:	:	PUNCT
fuelectenerg-9953	219	36	set1	set1	NOUN
fuelectenerg-9953	219	37	of	of	ADP
fuelectenerg-9953	219	38	75	75	NUM
fuelectenerg-9953	219	39	%	%	NOUN
fuelectenerg-9953	219	40	of	of	ADP
fuelectenerg-9953	219	41	the	the	DET
fuelectenerg-9953	219	42	instances	instance	NOUN
fuelectenerg-9953	219	43	is	be	AUX
fuelectenerg-9953	219	44	used	use	VERB
fuelectenerg-9953	219	45	to	to	PART
fuelectenerg-9953	219	46	train	train	VERB
fuelectenerg-9953	219	47	and	and	CCONJ
fuelectenerg-9953	219	48	test	test	VERB
fuelectenerg-9953	219	49	the	the	DET
fuelectenerg-9953	219	50	classifiers	classifier	NOUN
fuelectenerg-9953	219	51	,	,	PUNCT
fuelectenerg-9953	219	52	while	while	SCONJ
fuelectenerg-9953	219	53	set2	set2	PROPN
fuelectenerg-9953	219	54	of	of	ADP
fuelectenerg-9953	219	55	25	25	NUM
fuelectenerg-9953	219	56	%	%	NOUN
fuelectenerg-9953	219	57	of	of	ADP
fuelectenerg-9953	219	58	the	the	DET
fuelectenerg-9953	219	59	instances	instance	NOUN
fuelectenerg-9953	219	60	is	be	AUX
fuelectenerg-9953	219	61	used	use	VERB
fuelectenerg-9953	219	62	for	for	ADP
fuelectenerg-9953	219	63	the	the	DET
fuelectenerg-9953	219	64	wk	wk	PROPN
fuelectenerg-9953	219	65	-	-	PUNCT
fuelectenerg-9953	219	66	fnn	fnn	NOUN
fuelectenerg-9953	219	67	tests	test	NOUN
fuelectenerg-9953	219	68	;	;	PUNCT
fuelectenerg-9953	219	69	▪	▪	ADJ
fuelectenerg-9953	219	70	set1	set1	NOUN
fuelectenerg-9953	219	71	is	be	AUX
fuelectenerg-9953	219	72	then	then	ADV
fuelectenerg-9953	219	73	divided	divide	VERB
fuelectenerg-9953	219	74	into	into	ADP
fuelectenerg-9953	219	75	two	two	NUM
fuelectenerg-9953	219	76	groups	group	NOUN
fuelectenerg-9953	219	77	of	of	ADP
fuelectenerg-9953	219	78	instances	instance	NOUN
fuelectenerg-9953	219	79	:	:	PUNCT
fuelectenerg-9953	219	80	70	70	NUM
fuelectenerg-9953	219	81	%	%	NOUN
fuelectenerg-9953	219	82	are	be	AUX
fuelectenerg-9953	219	83	used	use	VERB
fuelectenerg-9953	219	84	to	to	PART
fuelectenerg-9953	219	85	train	train	VERB
fuelectenerg-9953	219	86	the	the	DET
fuelectenerg-9953	219	87	classifiers	classifier	NOUN
fuelectenerg-9953	219	88	and	and	CCONJ
fuelectenerg-9953	219	89	the	the	DET
fuelectenerg-9953	219	90	remaining	remain	VERB
fuelectenerg-9953	219	91	instances	instance	NOUN
fuelectenerg-9953	219	92	are	be	AUX
fuelectenerg-9953	219	93	used	use	VERB
fuelectenerg-9953	219	94	to	to	PART
fuelectenerg-9953	219	95	test	test	VERB
fuelectenerg-9953	219	96	both	both	CCONJ
fuelectenerg-9953	219	97	the	the	DET
fuelectenerg-9953	219	98	models	model	NOUN
fuelectenerg-9953	219	99	;	;	PUNCT
fuelectenerg-9953	219	100	▪	▪	ADJ
fuelectenerg-9953	219	101	set2	set2	NOUN
fuelectenerg-9953	219	102	is	be	AUX
fuelectenerg-9953	219	103	used	use	VERB
fuelectenerg-9953	219	104	for	for	ADP
fuelectenerg-9953	219	105	testing	test	VERB
fuelectenerg-9953	219	106	the	the	DET
fuelectenerg-9953	219	107	opposite	opposite	ADJ
fuelectenerg-9953	219	108	decisions	decision	NOUN
fuelectenerg-9953	219	109	of	of	ADP
fuelectenerg-9953	219	110	the	the	DET
fuelectenerg-9953	219	111	classifiers	classifier	NOUN
fuelectenerg-9953	219	112	–	–	PUNCT
fuelectenerg-9953	219	113	the	the	DET
fuelectenerg-9953	219	114	results	result	NOUN
fuelectenerg-9953	219	115	are	be	AUX
fuelectenerg-9953	219	116	passed	pass	VERB
fuelectenerg-9953	219	117	on	on	ADP
fuelectenerg-9953	219	118	to	to	ADP
fuelectenerg-9953	219	119	the	the	DET
fuelectenerg-9953	219	120	xor	xor	PROPN
fuelectenerg-9953	219	121	module	module	NOUN
fuelectenerg-9953	219	122	;	;	PUNCT
fuelectenerg-9953	219	123	▪	▪	X
fuelectenerg-9953	219	124	the	the	DET
fuelectenerg-9953	219	125	sum	sum	NOUN
fuelectenerg-9953	219	126	of	of	ADP
fuelectenerg-9953	219	127	all	all	DET
fuelectenerg-9953	219	128	contradicting	contradict	VERB
fuelectenerg-9953	219	129	/	/	SYM
fuelectenerg-9953	219	130	opposing	oppose	VERB
fuelectenerg-9953	219	131	decisions	decision	NOUN
fuelectenerg-9953	219	132	is	be	AUX
fuelectenerg-9953	219	133	sent	send	VERB
fuelectenerg-9953	219	134	to	to	ADP
fuelectenerg-9953	219	135	the	the	DET
fuelectenerg-9953	219	136	alarm	alarm	NOUN
fuelectenerg-9953	219	137	detector	detector	NOUN
fuelectenerg-9953	219	138	.	.	PUNCT
fuelectenerg-9953	220	1	in	in	ADP
fuelectenerg-9953	220	2	summary	summary	NOUN
fuelectenerg-9953	220	3	,	,	PUNCT
fuelectenerg-9953	220	4	52.5	52.5	NUM
fuelectenerg-9953	220	5	%	%	NOUN
fuelectenerg-9953	220	6	and	and	CCONJ
fuelectenerg-9953	220	7	22.5	22.5	NUM
fuelectenerg-9953	220	8	%	%	NOUN
fuelectenerg-9953	220	9	of	of	ADP
fuelectenerg-9953	220	10	instances	instance	NOUN
fuelectenerg-9953	220	11	of	of	ADP
fuelectenerg-9953	220	12	each	each	DET
fuelectenerg-9953	220	13	daily	daily	ADJ
fuelectenerg-9953	220	14	record	record	NOUN
fuelectenerg-9953	220	15	are	be	AUX
fuelectenerg-9953	220	16	used	use	VERB
fuelectenerg-9953	220	17	to	to	PART
fuelectenerg-9953	220	18	train	train	VERB
fuelectenerg-9953	220	19	and	and	CCONJ
fuelectenerg-9953	220	20	test	test	VERB
fuelectenerg-9953	220	21	the	the	DET
fuelectenerg-9953	220	22	classifiers	classifier	NOUN
fuelectenerg-9953	220	23	,	,	PUNCT
fuelectenerg-9953	220	24	respectively	respectively	ADV
fuelectenerg-9953	220	25	,	,	PUNCT
fuelectenerg-9953	220	26	and	and	CCONJ
fuelectenerg-9953	220	27	25	25	NUM
fuelectenerg-9953	220	28	%	%	NOUN
fuelectenerg-9953	220	29	of	of	ADP
fuelectenerg-9953	220	30	the	the	DET
fuelectenerg-9953	220	31	instances	instance	NOUN
fuelectenerg-9953	220	32	are	be	AUX
fuelectenerg-9953	220	33	used	use	VERB
fuelectenerg-9953	220	34	to	to	PART
fuelectenerg-9953	220	35	verify	verify	VERB
fuelectenerg-9953	220	36	the	the	DET
fuelectenerg-9953	220	37	wk	wk	PROPN
fuelectenerg-9953	220	38	-	-	PUNCT
fuelectenerg-9953	220	39	fnn	fnn	PROPN
fuelectenerg-9953	220	40	model	model	NOUN
fuelectenerg-9953	220	41	.	.	PUNCT
fuelectenerg-9953	221	1	the	the	DET
fuelectenerg-9953	221	2	performance	performance	NOUN
fuelectenerg-9953	221	3	of	of	ADP
fuelectenerg-9953	221	4	the	the	DET
fuelectenerg-9953	221	5	classifiers	classifier	NOUN
fuelectenerg-9953	221	6	is	be	AUX
fuelectenerg-9953	221	7	calculated	calculate	VERB
fuelectenerg-9953	221	8	in	in	ADP
fuelectenerg-9953	221	9	term	term	NOUN
fuelectenerg-9953	221	10	of	of	ADP
fuelectenerg-9953	221	11	accuracy	accuracy	NOUN
fuelectenerg-9953	221	12	(	(	PUNCT
fuelectenerg-9953	221	13	acc	acc	PROPN
fuelectenerg-9953	221	14	)	)	PUNCT
fuelectenerg-9953	221	15	.	.	PUNCT
fuelectenerg-9953	222	1	acc	acc	PROPN
fuelectenerg-9953	222	2	represents	represent	VERB
fuelectenerg-9953	222	3	the	the	DET
fuelectenerg-9953	222	4	ratio	ratio	NOUN
fuelectenerg-9953	222	5	between	between	ADP
fuelectenerg-9953	222	6	the	the	DET
fuelectenerg-9953	222	7	number	number	NOUN
fuelectenerg-9953	222	8	of	of	ADP
fuelectenerg-9953	222	9	correctly	correctly	ADV
fuelectenerg-9953	222	10	classified	classified	ADJ
fuelectenerg-9953	222	11	instances	instance	NOUN
fuelectenerg-9953	222	12	to	to	ADP
fuelectenerg-9953	222	13	the	the	DET
fuelectenerg-9953	222	14	total	total	ADJ
fuelectenerg-9953	222	15	number	number	NOUN
fuelectenerg-9953	222	16	of	of	ADP
fuelectenerg-9953	222	17	instances	instance	NOUN
fuelectenerg-9953	222	18	,	,	PUNCT
fuelectenerg-9953	222	19	given	give	VERB
fuelectenerg-9953	222	20	as	as	SCONJ
fuelectenerg-9953	222	21	follows	follow	VERB
fuelectenerg-9953	222	22	[	[	X
fuelectenerg-9953	222	23	47	47	NUM
fuelectenerg-9953	222	24	]	]	X
fuelectenerg-9953	222	25	acc	acc	PROPN
fuelectenerg-9953	222	26	=	=	NOUN
fuelectenerg-9953	222	27	𝑇𝑃+𝑇𝑁	𝑇𝑃+𝑇𝑁	X
fuelectenerg-9953	222	28	𝑇𝑃+𝑇𝑁+𝐹𝑃+𝐹𝑁	𝑇𝑃+𝑇𝑁+𝐹𝑃+𝐹𝑁	PUNCT
fuelectenerg-9953	222	29	(	(	PUNCT
fuelectenerg-9953	222	30	3	3	X
fuelectenerg-9953	222	31	)	)	PUNCT
fuelectenerg-9953	222	32	a	a	DET
fuelectenerg-9953	222	33	true	true	ADJ
fuelectenerg-9953	222	34	positive	positive	ADJ
fuelectenerg-9953	222	35	(	(	PUNCT
fuelectenerg-9953	222	36	tp	tp	NOUN
fuelectenerg-9953	222	37	)	)	PUNCT
fuelectenerg-9953	222	38	result	result	NOUN
fuelectenerg-9953	222	39	indicates	indicate	VERB
fuelectenerg-9953	222	40	that	that	SCONJ
fuelectenerg-9953	222	41	the	the	DET
fuelectenerg-9953	222	42	anomaly	anomaly	NOUN
fuelectenerg-9953	222	43	has	have	AUX
fuelectenerg-9953	222	44	been	be	AUX
fuelectenerg-9953	222	45	correctly	correctly	ADV
fuelectenerg-9953	222	46	identified	identify	VERB
fuelectenerg-9953	222	47	as	as	ADP
fuelectenerg-9953	222	48	“	"	PUNCT
fuelectenerg-9953	222	49	anomaly	anomaly	NOUN
fuelectenerg-9953	222	50	”	"	PUNCT
fuelectenerg-9953	222	51	.	.	PUNCT
fuelectenerg-9953	223	1	a	a	DET
fuelectenerg-9953	223	2	true	true	ADJ
fuelectenerg-9953	223	3	negative	negative	ADJ
fuelectenerg-9953	223	4	(	(	PUNCT
fuelectenerg-9953	223	5	tn	tn	NOUN
fuelectenerg-9953	223	6	)	)	PUNCT
fuelectenerg-9953	223	7	means	mean	VERB
fuelectenerg-9953	223	8	that	that	SCONJ
fuelectenerg-9953	223	9	the	the	DET
fuelectenerg-9953	223	10	ids	id	NOUN
fuelectenerg-9953	223	11	has	have	AUX
fuelectenerg-9953	223	12	correctly	correctly	ADV
fuelectenerg-9953	223	13	classified	classify	VERB
fuelectenerg-9953	223	14	the	the	DET
fuelectenerg-9953	223	15	normal	normal	ADJ
fuelectenerg-9953	223	16	behavior	behavior	NOUN
fuelectenerg-9953	223	17	as	as	ADP
fuelectenerg-9953	223	18	“	"	PUNCT
fuelectenerg-9953	223	19	normal	normal	ADJ
fuelectenerg-9953	223	20	”	"	PUNCT
fuelectenerg-9953	223	21	.	.	PUNCT
fuelectenerg-9953	224	1	a	a	DET
fuelectenerg-9953	224	2	false	false	ADJ
fuelectenerg-9953	224	3	positive	positive	ADJ
fuelectenerg-9953	224	4	(	(	PUNCT
fuelectenerg-9953	224	5	fp	fp	NOUN
fuelectenerg-9953	224	6	)	)	PUNCT
fuelectenerg-9953	224	7	indicates	indicate	VERB
fuelectenerg-9953	224	8	a	a	DET
fuelectenerg-9953	224	9	misclassification	misclassification	NOUN
fuelectenerg-9953	224	10	of	of	ADP
fuelectenerg-9953	224	11	the	the	DET
fuelectenerg-9953	224	12	normal	normal	ADJ
fuelectenerg-9953	224	13	behavior	behavior	NOUN
fuelectenerg-9953	224	14	of	of	ADP
fuelectenerg-9953	224	15	the	the	DET
fuelectenerg-9953	224	16	network	network	NOUN
fuelectenerg-9953	224	17	as	as	ADP
fuelectenerg-9953	224	18	an	an	DET
fuelectenerg-9953	224	19	“	"	PUNCT
fuelectenerg-9953	224	20	anomaly	anomaly	NOUN
fuelectenerg-9953	224	21	”	"	PUNCT
fuelectenerg-9953	224	22	.	.	PUNCT
fuelectenerg-9953	225	1	a	a	DET
fuelectenerg-9953	225	2	false	false	ADJ
fuelectenerg-9953	225	3	negative	negative	ADJ
fuelectenerg-9953	225	4	(	(	PUNCT
fuelectenerg-9953	225	5	fn	fn	NOUN
fuelectenerg-9953	225	6	)	)	PUNCT
fuelectenerg-9953	225	7	indicates	indicate	VERB
fuelectenerg-9953	225	8	abnormal	abnormal	ADJ
fuelectenerg-9953	225	9	behavior	behavior	NOUN
fuelectenerg-9953	225	10	of	of	ADP
fuelectenerg-9953	225	11	the	the	DET
fuelectenerg-9953	225	12	network	network	NOUN
fuelectenerg-9953	225	13	that	that	PRON
fuelectenerg-9953	225	14	has	have	AUX
fuelectenerg-9953	225	15	been	be	AUX
fuelectenerg-9953	225	16	mistakenly	mistakenly	ADV
fuelectenerg-9953	225	17	assigned	assign	VERB
fuelectenerg-9953	225	18	to	to	ADP
fuelectenerg-9953	225	19	the	the	DET
fuelectenerg-9953	225	20	“	"	PUNCT
fuelectenerg-9953	225	21	normal	normal	ADJ
fuelectenerg-9953	225	22	”	"	PUNCT
fuelectenerg-9953	225	23	class	class	NOUN
fuelectenerg-9953	225	24	.	.	PUNCT
fuelectenerg-9953	226	1	the	the	DET
fuelectenerg-9953	226	2	accuracy	accuracy	NOUN
fuelectenerg-9953	226	3	results	result	VERB
fuelectenerg-9953	226	4	for	for	ADP
fuelectenerg-9953	226	5	the	the	DET
fuelectenerg-9953	226	6	classifiers	classifier	NOUN
fuelectenerg-9953	226	7	and	and	CCONJ
fuelectenerg-9953	226	8	the	the	DET
fuelectenerg-9953	226	9	number	number	NOUN
fuelectenerg-9953	226	10	of	of	ADP
fuelectenerg-9953	226	11	opposing	oppose	VERB
fuelectenerg-9953	226	12	decisions	decision	NOUN
fuelectenerg-9953	226	13	recognized	recognize	VERB
fuelectenerg-9953	226	14	by	by	ADP
fuelectenerg-9953	226	15	the	the	DET
fuelectenerg-9953	226	16	wk	wk	PROPN
fuelectenerg-9953	226	17	-	-	PUNCT
fuelectenerg-9953	226	18	fnn	fnn	PROPN
fuelectenerg-9953	226	19	model	model	NOUN
fuelectenerg-9953	226	20	are	be	AUX
fuelectenerg-9953	226	21	shown	show	VERB
fuelectenerg-9953	226	22	in	in	ADP
fuelectenerg-9953	226	23	table	table	NOUN
fuelectenerg-9953	226	24	3	3	NUM
fuelectenerg-9953	226	25	.	.	PUNCT
fuelectenerg-9953	227	1	the	the	DET
fuelectenerg-9953	227	2	opposing	opposing	ADJ
fuelectenerg-9953	227	3	decisions	decision	NOUN
fuelectenerg-9953	227	4	are	be	AUX
fuelectenerg-9953	227	5	calculated	calculate	VERB
fuelectenerg-9953	227	6	for	for	ADP
fuelectenerg-9953	227	7	25	25	NUM
fuelectenerg-9953	227	8	%	%	NOUN
fuelectenerg-9953	227	9	of	of	ADP
fuelectenerg-9953	227	10	the	the	DET
fuelectenerg-9953	227	11	instances	instance	NOUN
fuelectenerg-9953	227	12	from	from	ADP
fuelectenerg-9953	227	13	each	each	DET
fuelectenerg-9953	227	14	daily	daily	ADJ
fuelectenerg-9953	227	15	record	record	NOUN
fuelectenerg-9953	227	16	.	.	PUNCT
fuelectenerg-9953	228	1	table	table	NOUN
fuelectenerg-9953	228	2	3	3	NUM
fuelectenerg-9953	228	3	accuracy	accuracy	NOUN
fuelectenerg-9953	228	4	of	of	ADP
fuelectenerg-9953	228	5	the	the	DET
fuelectenerg-9953	228	6	classifiers	classifier	NOUN
fuelectenerg-9953	228	7	and	and	CCONJ
fuelectenerg-9953	228	8	the	the	DET
fuelectenerg-9953	228	9	number	number	NOUN
fuelectenerg-9953	228	10	of	of	ADP
fuelectenerg-9953	228	11	opposing	oppose	VERB
fuelectenerg-9953	228	12	decisions	decision	NOUN
fuelectenerg-9953	228	13	instances	instance	VERB
fuelectenerg-9953	228	14	accuracy	accuracy	NOUN
fuelectenerg-9953	229	1	[	[	X
fuelectenerg-9953	229	2	%	%	X
fuelectenerg-9953	229	3	]	]	X
fuelectenerg-9953	229	4	opposing	oppose	VERB
fuelectenerg-9953	229	5	decisions	decision	NOUN
fuelectenerg-9953	229	6	[	[	X
fuelectenerg-9953	229	7	%	%	X
fuelectenerg-9953	229	8	]	]	X
fuelectenerg-9953	229	9	opposing	oppose	VERB
fuelectenerg-9953	229	10	decisions	decision	NOUN
fuelectenerg-9953	229	11	[	[	X
fuelectenerg-9953	229	12	instances	instance	NOUN
fuelectenerg-9953	229	13	]	]	X
fuelectenerg-9953	229	14	fnn	fnn	PROPN
fuelectenerg-9953	229	15	wk	wk	PROPN
fuelectenerg-9953	229	16	-	-	PUNCT
fuelectenerg-9953	229	17	nn	nn	PROPN
fuelectenerg-9953	229	18	57278	57278	NUM
fuelectenerg-9953	229	19	99.3	99.3	NUM
fuelectenerg-9953	229	20	99.5	99.5	NUM
fuelectenerg-9953	229	21	8.08	8.08	NUM
fuelectenerg-9953	229	22	1157	1157	NUM
fuelectenerg-9953	229	23	57279	57279	NUM
fuelectenerg-9953	229	24	99.3	99.3	NUM
fuelectenerg-9953	229	25	99.3	99.3	NUM
fuelectenerg-9953	229	26	3.18	3.18	NUM
fuelectenerg-9953	229	27	456	456	NUM
fuelectenerg-9953	229	28	58317	58317	NUM
fuelectenerg-9953	229	29	99.0	99.0	NUM
fuelectenerg-9953	229	30	99.1	99.1	NUM
fuelectenerg-9953	229	31	0.67	0.67	NUM
fuelectenerg-9953	229	32	98	98	NUM
fuelectenerg-9953	229	33	in	in	ADP
fuelectenerg-9953	229	34	table	table	NOUN
fuelectenerg-9953	229	35	3	3	NUM
fuelectenerg-9953	229	36	,	,	PUNCT
fuelectenerg-9953	229	37	the	the	DET
fuelectenerg-9953	229	38	opposing	oppose	VERB
fuelectenerg-9953	229	39	decisions	decision	NOUN
fuelectenerg-9953	229	40	[	[	X
fuelectenerg-9953	229	41	instances	instance	VERB
fuelectenerg-9953	229	42	]	]	X
fuelectenerg-9953	229	43	=	=	SYM
fuelectenerg-9953	229	44	𝑠𝑢𝑚𝑜𝑢𝑡	𝑠𝑢𝑚𝑜𝑢𝑡	NOUN
fuelectenerg-9953	229	45	(	(	PUNCT
fuelectenerg-9953	229	46	every	every	DET
fuelectenerg-9953	229	47	binary	binary	NOUN
fuelectenerg-9953	229	48	1	1	NUM
fuelectenerg-9953	229	49	triggers	trigger	NOUN
fuelectenerg-9953	229	50	an	an	DET
fuelectenerg-9953	229	51	alert	alert	NOUN
fuelectenerg-9953	229	52	)	)	PUNCT
fuelectenerg-9953	229	53	,	,	PUNCT
fuelectenerg-9953	229	54	and	and	CCONJ
fuelectenerg-9953	229	55	the	the	DET
fuelectenerg-9953	229	56	ratio	ratio	NOUN
fuelectenerg-9953	229	57	of	of	ADP
fuelectenerg-9953	229	58	the	the	DET
fuelectenerg-9953	229	59	number	number	NOUN
fuelectenerg-9953	229	60	of	of	ADP
fuelectenerg-9953	229	61	opposing	oppose	VERB
fuelectenerg-9953	229	62	decisions	decision	NOUN
fuelectenerg-9953	229	63	and	and	CCONJ
fuelectenerg-9953	229	64	the	the	DET
fuelectenerg-9953	229	65	total	total	ADJ
fuelectenerg-9953	229	66	number	number	NOUN
fuelectenerg-9953	229	67	of	of	ADP
fuelectenerg-9953	229	68	decisions	decision	NOUN
fuelectenerg-9953	229	69	(	(	PUNCT
fuelectenerg-9953	229	70	anomaly	anomaly	NOUN
fuelectenerg-9953	229	71	score	score	NOUN
fuelectenerg-9953	229	72	)	)	PUNCT
fuelectenerg-9953	229	73	is	be	AUX
fuelectenerg-9953	229	74	given	give	VERB
fuelectenerg-9953	229	75	with	with	ADP
fuelectenerg-9953	229	76	the	the	DET
fuelectenerg-9953	229	77	opposing	oppose	VERB
fuelectenerg-9953	229	78	decisions	decision	NOUN
fuelectenerg-9953	229	79	[	[	X
fuelectenerg-9953	229	80	%	%	X
fuelectenerg-9953	229	81	]	]	X
fuelectenerg-9953	229	82	=	=	SYM
fuelectenerg-9953	229	83	𝑠𝑢𝑚𝑜𝑢𝑡	𝑠𝑢𝑚𝑜𝑢𝑡	ADJ
fuelectenerg-9953	229	84	𝑙𝑒𝑛𝑔𝑡ℎ(𝑑𝑎𝑡𝑎𝑠𝑒𝑡	𝑙𝑒𝑛𝑔𝑡ℎ(𝑑𝑎𝑡𝑎𝑠𝑒𝑡	PROPN
fuelectenerg-9953	229	85	)	)	PUNCT
fuelectenerg-9953	230	1	∙	∙	NOUN
fuelectenerg-9953	230	2	100	100	NUM
fuelectenerg-9953	230	3	%	%	NOUN
fuelectenerg-9953	230	4	.	.	PUNCT
fuelectenerg-9953	231	1	it	it	PRON
fuelectenerg-9953	231	2	can	can	AUX
fuelectenerg-9953	231	3	be	be	AUX
fuelectenerg-9953	231	4	wk	wk	NOUN
fuelectenerg-9953	231	5	-	-	PUNCT
fuelectenerg-9953	231	6	fnn	fnn	ADJ
fuelectenerg-9953	231	7	design	design	NOUN
fuelectenerg-9953	231	8	for	for	ADP
fuelectenerg-9953	231	9	detection	detection	NOUN
fuelectenerg-9953	231	10	of	of	ADP
fuelectenerg-9953	231	11	anomalies	anomaly	NOUN
fuelectenerg-9953	231	12	in	in	ADP
fuelectenerg-9953	231	13	the	the	DET
fuelectenerg-9953	231	14	computer	computer	NOUN
fuelectenerg-9953	231	15	network	network	NOUN
fuelectenerg-9953	231	16	traffic	traffic	NOUN
fuelectenerg-9953	231	17	seen	see	VERB
fuelectenerg-9953	231	18	that	that	SCONJ
fuelectenerg-9953	231	19	there	there	PRON
fuelectenerg-9953	231	20	is	be	VERB
fuelectenerg-9953	231	21	no	no	DET
fuelectenerg-9953	231	22	relationship	relationship	NOUN
fuelectenerg-9953	231	23	between	between	ADP
fuelectenerg-9953	231	24	number	number	NOUN
fuelectenerg-9953	231	25	of	of	ADP
fuelectenerg-9953	231	26	instances	instance	NOUN
fuelectenerg-9953	231	27	in	in	ADP
fuelectenerg-9953	231	28	the	the	DET
fuelectenerg-9953	231	29	daily	daily	ADJ
fuelectenerg-9953	231	30	set	set	NOUN
fuelectenerg-9953	231	31	and	and	CCONJ
fuelectenerg-9953	231	32	the	the	DET
fuelectenerg-9953	231	33	opposing	opposing	ADJ
fuelectenerg-9953	231	34	decisions	decision	NOUN
fuelectenerg-9953	231	35	.	.	PUNCT
fuelectenerg-9953	232	1	the	the	DET
fuelectenerg-9953	232	2	anomaly	anomaly	NOUN
fuelectenerg-9953	232	3	score	score	NOUN
fuelectenerg-9953	232	4	ranges	range	VERB
fuelectenerg-9953	232	5	from	from	ADP
fuelectenerg-9953	232	6	0	0	NUM
fuelectenerg-9953	232	7	to	to	PART
fuelectenerg-9953	232	8	10	10	NUM
fuelectenerg-9953	232	9	%	%	NOUN
fuelectenerg-9953	232	10	and	and	CCONJ
fuelectenerg-9953	232	11	is	be	AUX
fuelectenerg-9953	232	12	used	use	VERB
fuelectenerg-9953	232	13	as	as	ADP
fuelectenerg-9953	232	14	the	the	DET
fuelectenerg-9953	232	15	threshold	threshold	NOUN
fuelectenerg-9953	232	16	value	value	NOUN
fuelectenerg-9953	232	17	for	for	ADP
fuelectenerg-9953	232	18	the	the	DET
fuelectenerg-9953	232	19	additional	additional	ADJ
fuelectenerg-9953	232	20	alert	alert	NOUN
fuelectenerg-9953	232	21	.	.	PUNCT
fuelectenerg-9953	233	1	there	there	PRON
fuelectenerg-9953	233	2	are	be	VERB
fuelectenerg-9953	233	3	some	some	DET
fuelectenerg-9953	233	4	concerns	concern	NOUN
fuelectenerg-9953	233	5	about	about	ADP
fuelectenerg-9953	233	6	the	the	DET
fuelectenerg-9953	233	7	priorities	priority	NOUN
fuelectenerg-9953	233	8	and	and	CCONJ
fuelectenerg-9953	233	9	the	the	DET
fuelectenerg-9953	233	10	percentages	percentage	NOUN
fuelectenerg-9953	233	11	associated	associate	VERB
fuelectenerg-9953	233	12	with	with	ADP
fuelectenerg-9953	233	13	the	the	DET
fuelectenerg-9953	233	14	conflicting	conflict	VERB
fuelectenerg-9953	233	15	decision	decision	NOUN
fuelectenerg-9953	233	16	.	.	PUNCT
fuelectenerg-9953	234	1	a	a	DET
fuelectenerg-9953	234	2	higher	high	ADJ
fuelectenerg-9953	234	3	percentage	percentage	NOUN
fuelectenerg-9953	234	4	of	of	ADP
fuelectenerg-9953	234	5	the	the	DET
fuelectenerg-9953	234	6	different	different	ADJ
fuelectenerg-9953	234	7	decisions	decision	NOUN
fuelectenerg-9953	234	8	indicates	indicate	VERB
fuelectenerg-9953	234	9	the	the	DET
fuelectenerg-9953	234	10	greatest	great	ADJ
fuelectenerg-9953	234	11	uncertainty	uncertainty	NOUN
fuelectenerg-9953	234	12	in	in	ADP
fuelectenerg-9953	234	13	the	the	DET
fuelectenerg-9953	234	14	classification	classification	NOUN
fuelectenerg-9953	234	15	and	and	CCONJ
fuelectenerg-9953	234	16	the	the	DET
fuelectenerg-9953	234	17	incomplete	incomplete	ADJ
fuelectenerg-9953	234	18	knowledge	knowledge	NOUN
fuelectenerg-9953	234	19	of	of	ADP
fuelectenerg-9953	234	20	the	the	DET
fuelectenerg-9953	234	21	event	event	NOUN
fuelectenerg-9953	234	22	,	,	PUNCT
fuelectenerg-9953	234	23	which	which	PRON
fuelectenerg-9953	234	24	is	be	AUX
fuelectenerg-9953	234	25	not	not	PART
fuelectenerg-9953	234	26	related	relate	VERB
fuelectenerg-9953	234	27	only	only	ADV
fuelectenerg-9953	234	28	to	to	ADP
fuelectenerg-9953	234	29	the	the	DET
fuelectenerg-9953	234	30	decision	decision	NOUN
fuelectenerg-9953	234	31	of	of	ADP
fuelectenerg-9953	234	32	the	the	DET
fuelectenerg-9953	234	33	classifiers	classifier	NOUN
fuelectenerg-9953	234	34	[	[	X
fuelectenerg-9953	234	35	48	48	NUM
fuelectenerg-9953	234	36	]	]	PUNCT
fuelectenerg-9953	234	37	.	.	PUNCT
fuelectenerg-9953	235	1	in	in	ADP
fuelectenerg-9953	235	2	general	general	ADJ
fuelectenerg-9953	235	3	,	,	PUNCT
fuelectenerg-9953	235	4	uncertainty	uncertainty	NOUN
fuelectenerg-9953	235	5	in	in	ADP
fuelectenerg-9953	235	6	decisions	decision	NOUN
fuelectenerg-9953	235	7	can	can	AUX
fuelectenerg-9953	235	8	arise	arise	VERB
fuelectenerg-9953	235	9	from	from	ADP
fuelectenerg-9953	235	10	the	the	DET
fuelectenerg-9953	235	11	following	follow	VERB
fuelectenerg-9953	235	12	sources	source	NOUN
fuelectenerg-9953	235	13	:	:	PUNCT
fuelectenerg-9953	235	14	(	(	PUNCT
fuelectenerg-9953	235	15	1	1	X
fuelectenerg-9953	235	16	)	)	PUNCT
fuelectenerg-9953	235	17	data	datum	NOUN
fuelectenerg-9953	235	18	errors	error	NOUN
fuelectenerg-9953	235	19	(	(	PUNCT
fuelectenerg-9953	235	20	uncertainties	uncertainty	NOUN
fuelectenerg-9953	235	21	about	about	ADP
fuelectenerg-9953	235	22	past	past	ADJ
fuelectenerg-9953	235	23	events	event	NOUN
fuelectenerg-9953	235	24	)	)	PUNCT
fuelectenerg-9953	235	25	,	,	PUNCT
fuelectenerg-9953	235	26	(	(	PUNCT
fuelectenerg-9953	235	27	2	2	X
fuelectenerg-9953	235	28	)	)	PUNCT
fuelectenerg-9953	235	29	forecast	forecast	NOUN
fuelectenerg-9953	235	30	errors	error	NOUN
fuelectenerg-9953	235	31	(	(	PUNCT
fuelectenerg-9953	235	32	uncertainties	uncertainty	NOUN
fuelectenerg-9953	235	33	about	about	ADP
fuelectenerg-9953	235	34	future	future	ADJ
fuelectenerg-9953	235	35	events	event	NOUN
fuelectenerg-9953	235	36	)	)	PUNCT
fuelectenerg-9953	235	37	and	and	CCONJ
fuelectenerg-9953	235	38	(	(	PUNCT
fuelectenerg-9953	235	39	3	3	X
fuelectenerg-9953	235	40	)	)	PUNCT
fuelectenerg-9953	235	41	model	model	NOUN
fuelectenerg-9953	235	42	(	(	PUNCT
fuelectenerg-9953	235	43	residual	residual	ADJ
fuelectenerg-9953	235	44	)	)	PUNCT
fuelectenerg-9953	235	45	errors	error	NOUN
fuelectenerg-9953	235	46	(	(	PUNCT
fuelectenerg-9953	235	47	differences	difference	NOUN
fuelectenerg-9953	235	48	between	between	ADP
fuelectenerg-9953	235	49	what	what	PRON
fuelectenerg-9953	235	50	is	be	AUX
fuelectenerg-9953	235	51	observed	observe	VERB
fuelectenerg-9953	235	52	and	and	CCONJ
fuelectenerg-9953	235	53	what	what	PRON
fuelectenerg-9953	235	54	the	the	DET
fuelectenerg-9953	235	55	model	model	NOUN
fuelectenerg-9953	235	56	shows	show	VERB
fuelectenerg-9953	235	57	)	)	PUNCT
fuelectenerg-9953	235	58	.	.	PUNCT
fuelectenerg-9953	236	1	the	the	DET
fuelectenerg-9953	236	2	wk	wk	PROPN
fuelectenerg-9953	236	3	-	-	PUNCT
fuelectenerg-9953	236	4	fnn	fnn	PROPN
fuelectenerg-9953	236	5	supports	support	NOUN
fuelectenerg-9953	236	6	resolving	resolve	VERB
fuelectenerg-9953	236	7	the	the	DET
fuelectenerg-9953	236	8	uncertainty	uncertainty	NOUN
fuelectenerg-9953	236	9	by	by	ADP
fuelectenerg-9953	236	10	calculating	calculate	VERB
fuelectenerg-9953	236	11	the	the	DET
fuelectenerg-9953	236	12	percentage	percentage	NOUN
fuelectenerg-9953	236	13	of	of	ADP
fuelectenerg-9953	236	14	the	the	DET
fuelectenerg-9953	236	15	opposing	opposing	ADJ
fuelectenerg-9953	236	16	decisions	decision	NOUN
fuelectenerg-9953	236	17	of	of	ADP
fuelectenerg-9953	236	18	the	the	DET
fuelectenerg-9953	236	19	classifiers	classifier	NOUN
fuelectenerg-9953	236	20	,	,	PUNCT
fuelectenerg-9953	236	21	but	but	CCONJ
fuelectenerg-9953	236	22	can	can	AUX
fuelectenerg-9953	236	23	not	not	PART
fuelectenerg-9953	236	24	determine	determine	VERB
fuelectenerg-9953	236	25	the	the	DET
fuelectenerg-9953	236	26	probability	probability	NOUN
fuelectenerg-9953	236	27	of	of	ADP
fuelectenerg-9953	236	28	a	a	DET
fuelectenerg-9953	236	29	certain	certain	ADJ
fuelectenerg-9953	236	30	event	event	NOUN
fuelectenerg-9953	236	31	occurring	occur	VERB
fuelectenerg-9953	236	32	.	.	PUNCT
fuelectenerg-9953	237	1	it	it	PRON
fuelectenerg-9953	237	2	is	be	AUX
fuelectenerg-9953	237	3	designed	design	VERB
fuelectenerg-9953	237	4	to	to	PART
fuelectenerg-9953	237	5	provide	provide	VERB
fuelectenerg-9953	237	6	the	the	DET
fuelectenerg-9953	237	7	warning	warning	NOUN
fuelectenerg-9953	237	8	for	for	ADP
fuelectenerg-9953	237	9	the	the	DET
fuelectenerg-9953	237	10	conflicting	conflict	VERB
fuelectenerg-9953	237	11	decisions	decision	NOUN
fuelectenerg-9953	237	12	of	of	ADP
fuelectenerg-9953	237	13	the	the	DET
fuelectenerg-9953	237	14	classifiers	classifier	NOUN
fuelectenerg-9953	237	15	.	.	PUNCT
fuelectenerg-9953	238	1	then	then	ADV
fuelectenerg-9953	238	2	the	the	DET
fuelectenerg-9953	238	3	decision	decision	NOUN
fuelectenerg-9953	238	4	makers	maker	NOUN
fuelectenerg-9953	238	5	,	,	PUNCT
fuelectenerg-9953	238	6	knowing	know	VERB
fuelectenerg-9953	238	7	all	all	DET
fuelectenerg-9953	238	8	the	the	DET
fuelectenerg-9953	238	9	possible	possible	ADJ
fuelectenerg-9953	238	10	versions	version	NOUN
fuelectenerg-9953	238	11	of	of	ADP
fuelectenerg-9953	238	12	the	the	DET
fuelectenerg-9953	238	13	resolved	resolve	VERB
fuelectenerg-9953	238	14	issues	issue	NOUN
fuelectenerg-9953	238	15	use	use	VERB
fuelectenerg-9953	238	16	this	this	DET
fuelectenerg-9953	238	17	auto	auto	NOUN
fuelectenerg-9953	238	18	-	-	PUNCT
fuelectenerg-9953	238	19	generated	generate	VERB
fuelectenerg-9953	238	20	alert	alert	NOUN
fuelectenerg-9953	238	21	to	to	PART
fuelectenerg-9953	238	22	resolve	resolve	VERB
fuelectenerg-9953	238	23	information	information	NOUN
fuelectenerg-9953	238	24	security	security	NOUN
fuelectenerg-9953	238	25	related	relate	VERB
fuelectenerg-9953	238	26	issues	issue	NOUN
fuelectenerg-9953	238	27	in	in	ADP
fuelectenerg-9953	238	28	their	their	PRON
fuelectenerg-9953	238	29	organization	organization	NOUN
fuelectenerg-9953	238	30	.	.	PUNCT
fuelectenerg-9953	239	1	the	the	DET
fuelectenerg-9953	239	2	alert	alert	ADJ
fuelectenerg-9953	239	3	scale	scale	NOUN
fuelectenerg-9953	239	4	presented	present	VERB
fuelectenerg-9953	239	5	in	in	ADP
fuelectenerg-9953	239	6	this	this	DET
fuelectenerg-9953	239	7	paper	paper	NOUN
fuelectenerg-9953	239	8	was	be	AUX
fuelectenerg-9953	239	9	chosen	choose	VERB
fuelectenerg-9953	239	10	to	to	PART
fuelectenerg-9953	239	11	indicate	indicate	VERB
fuelectenerg-9953	239	12	the	the	DET
fuelectenerg-9953	239	13	low	low	ADJ
fuelectenerg-9953	239	14	probability	probability	NOUN
fuelectenerg-9953	239	15	of	of	ADP
fuelectenerg-9953	239	16	serious	serious	ADJ
fuelectenerg-9953	239	17	effects	effect	NOUN
fuelectenerg-9953	239	18	on	on	ADP
fuelectenerg-9953	239	19	network	network	NOUN
fuelectenerg-9953	239	20	security	security	NOUN
fuelectenerg-9953	239	21	with	with	ADP
fuelectenerg-9953	239	22	a	a	DET
fuelectenerg-9953	239	23	small	small	ADJ
fuelectenerg-9953	239	24	percentage	percentage	NOUN
fuelectenerg-9953	239	25	of	of	ADP
fuelectenerg-9953	239	26	similar	similar	ADJ
fuelectenerg-9953	239	27	decisions	decision	NOUN
fuelectenerg-9953	239	28	and	and	CCONJ
fuelectenerg-9953	239	29	the	the	DET
fuelectenerg-9953	239	30	high	high	ADJ
fuelectenerg-9953	239	31	probability	probability	NOUN
fuelectenerg-9953	239	32	of	of	ADP
fuelectenerg-9953	239	33	an	an	DET
fuelectenerg-9953	239	34	attack	attack	NOUN
fuelectenerg-9953	239	35	on	on	ADP
fuelectenerg-9953	239	36	the	the	DET
fuelectenerg-9953	239	37	computer	computer	NOUN
fuelectenerg-9953	239	38	network	network	NOUN
fuelectenerg-9953	239	39	with	with	ADP
fuelectenerg-9953	239	40	a	a	DET
fuelectenerg-9953	239	41	high	high	ADJ
fuelectenerg-9953	239	42	percentage	percentage	NOUN
fuelectenerg-9953	239	43	of	of	ADP
fuelectenerg-9953	239	44	opposing	oppose	VERB
fuelectenerg-9953	239	45	decisions	decision	NOUN
fuelectenerg-9953	239	46	.	.	PUNCT
fuelectenerg-9953	240	1	it	it	PRON
fuelectenerg-9953	240	2	should	should	AUX
fuelectenerg-9953	240	3	be	be	AUX
fuelectenerg-9953	240	4	noted	note	VERB
fuelectenerg-9953	240	5	that	that	SCONJ
fuelectenerg-9953	240	6	there	there	PRON
fuelectenerg-9953	240	7	are	be	VERB
fuelectenerg-9953	240	8	other	other	ADJ
fuelectenerg-9953	240	9	options	option	NOUN
fuelectenerg-9953	240	10	for	for	ADP
fuelectenerg-9953	240	11	selecting	select	VERB
fuelectenerg-9953	240	12	the	the	DET
fuelectenerg-9953	240	13	decision	decision	NOUN
fuelectenerg-9953	240	14	criteria	criterion	NOUN
fuelectenerg-9953	240	15	,	,	PUNCT
fuelectenerg-9953	240	16	the	the	DET
fuelectenerg-9953	240	17	threshold	threshold	NOUN
fuelectenerg-9953	240	18	value	value	NOUN
fuelectenerg-9953	240	19	ranges	range	NOUN
fuelectenerg-9953	240	20	,	,	PUNCT
fuelectenerg-9953	240	21	and	and	CCONJ
fuelectenerg-9953	240	22	the	the	DET
fuelectenerg-9953	240	23	alert	alert	ADJ
fuelectenerg-9953	240	24	colors	color	NOUN
fuelectenerg-9953	240	25	,	,	PUNCT
fuelectenerg-9953	240	26	which	which	PRON
fuelectenerg-9953	240	27	can	can	AUX
fuelectenerg-9953	240	28	be	be	AUX
fuelectenerg-9953	240	29	modified	modify	VERB
fuelectenerg-9953	240	30	depending	depend	VERB
fuelectenerg-9953	240	31	on	on	ADP
fuelectenerg-9953	240	32	the	the	DET
fuelectenerg-9953	240	33	additional	additional	ADJ
fuelectenerg-9953	240	34	protection	protection	NOUN
fuelectenerg-9953	240	35	requirements	requirement	NOUN
fuelectenerg-9953	240	36	and	and	CCONJ
fuelectenerg-9953	240	37	the	the	DET
fuelectenerg-9953	240	38	sensitivity	sensitivity	NOUN
fuelectenerg-9953	240	39	of	of	ADP
fuelectenerg-9953	240	40	the	the	DET
fuelectenerg-9953	240	41	information	information	NOUN
fuelectenerg-9953	240	42	to	to	ADP
fuelectenerg-9953	240	43	the	the	DET
fuelectenerg-9953	240	44	potential	potential	ADJ
fuelectenerg-9953	240	45	threats	threat	NOUN
fuelectenerg-9953	240	46	.	.	PUNCT
fuelectenerg-9953	241	1	in	in	ADP
fuelectenerg-9953	241	2	[	[	X
fuelectenerg-9953	241	3	49	49	NUM
fuelectenerg-9953	241	4	]	]	PUNCT
fuelectenerg-9953	241	5	multicriteria	multicriteria	NOUN
fuelectenerg-9953	241	6	decision	decision	NOUN
fuelectenerg-9953	241	7	-	-	PUNCT
fuelectenerg-9953	241	8	making	making	NOUN
fuelectenerg-9953	241	9	(	(	PUNCT
fuelectenerg-9953	241	10	mcdm	mcdm	ADJ
fuelectenerg-9953	241	11	)	)	PUNCT
fuelectenerg-9953	241	12	is	be	AUX
fuelectenerg-9953	241	13	presented	present	VERB
fuelectenerg-9953	241	14	.	.	PUNCT
fuelectenerg-9953	242	1	the	the	DET
fuelectenerg-9953	242	2	authors	author	NOUN
fuelectenerg-9953	242	3	examined	examine	VERB
fuelectenerg-9953	242	4	the	the	DET
fuelectenerg-9953	242	5	changes	change	NOUN
fuelectenerg-9953	242	6	in	in	ADP
fuelectenerg-9953	242	7	the	the	DET
fuelectenerg-9953	242	8	measurement	measurement	NOUN
fuelectenerg-9953	242	9	scale	scale	NOUN
fuelectenerg-9953	242	10	and	and	CCONJ
fuelectenerg-9953	242	11	the	the	DET
fuelectenerg-9953	242	12	formulation	formulation	NOUN
fuelectenerg-9953	242	13	of	of	ADP
fuelectenerg-9953	242	14	criteria	criterion	NOUN
fuelectenerg-9953	242	15	.	.	PUNCT
fuelectenerg-9953	243	1	in	in	ADP
fuelectenerg-9953	243	2	[	[	X
fuelectenerg-9953	243	3	50	50	NUM
fuelectenerg-9953	243	4	]	]	PUNCT
fuelectenerg-9953	243	5	the	the	DET
fuelectenerg-9953	243	6	authors	author	NOUN
fuelectenerg-9953	243	7	proposed	propose	VERB
fuelectenerg-9953	243	8	the	the	DET
fuelectenerg-9953	243	9	evaluation	evaluation	NOUN
fuelectenerg-9953	243	10	metrics	metric	NOUN
fuelectenerg-9953	243	11	to	to	PART
fuelectenerg-9953	243	12	measure	measure	VERB
fuelectenerg-9953	243	13	the	the	DET
fuelectenerg-9953	243	14	effectiveness	effectiveness	NOUN
fuelectenerg-9953	243	15	of	of	ADP
fuelectenerg-9953	243	16	collaborative	collaborative	ADJ
fuelectenerg-9953	243	17	decisions	decision	NOUN
fuelectenerg-9953	243	18	based	base	VERB
fuelectenerg-9953	243	19	on	on	ADP
fuelectenerg-9953	243	20	the	the	DET
fuelectenerg-9953	243	21	likelihood	likelihood	NOUN
fuelectenerg-9953	243	22	of	of	ADP
fuelectenerg-9953	243	23	trust	trust	NOUN
fuelectenerg-9953	243	24	in	in	ADP
fuelectenerg-9953	243	25	collaborative	collaborative	ADJ
fuelectenerg-9953	243	26	decision	decision	NOUN
fuelectenerg-9953	243	27	-	-	PUNCT
fuelectenerg-9953	243	28	making	make	VERB
fuelectenerg-9953	243	29	processes	process	NOUN
fuelectenerg-9953	243	30	.	.	PUNCT
fuelectenerg-9953	244	1	in	in	ADP
fuelectenerg-9953	244	2	[	[	X
fuelectenerg-9953	244	3	51	51	NUM
fuelectenerg-9953	244	4	]	]	PUNCT
fuelectenerg-9953	244	5	the	the	DET
fuelectenerg-9953	244	6	author	author	NOUN
fuelectenerg-9953	244	7	proposes	propose	VERB
fuelectenerg-9953	244	8	a	a	DET
fuelectenerg-9953	244	9	prioritization	prioritization	NOUN
fuelectenerg-9953	244	10	of	of	ADP
fuelectenerg-9953	244	11	alerts	alert	NOUN
fuelectenerg-9953	244	12	,	,	PUNCT
fuelectenerg-9953	244	13	which	which	PRON
fuelectenerg-9953	244	14	can	can	AUX
fuelectenerg-9953	244	15	be	be	AUX
fuelectenerg-9953	244	16	achieved	achieve	VERB
fuelectenerg-9953	244	17	by	by	ADP
fuelectenerg-9953	244	18	integrating	integrate	VERB
fuelectenerg-9953	244	19	several	several	ADJ
fuelectenerg-9953	244	20	methods	method	NOUN
fuelectenerg-9953	244	21	.	.	PUNCT
fuelectenerg-9953	245	1	in	in	ADP
fuelectenerg-9953	245	2	the	the	DET
fuelectenerg-9953	245	3	experiments	experiment	NOUN
fuelectenerg-9953	245	4	presented	present	VERB
fuelectenerg-9953	245	5	in	in	ADP
fuelectenerg-9953	245	6	this	this	DET
fuelectenerg-9953	245	7	paper	paper	NOUN
fuelectenerg-9953	245	8	,	,	PUNCT
fuelectenerg-9953	245	9	the	the	DET
fuelectenerg-9953	245	10	percentages	percentage	NOUN
fuelectenerg-9953	245	11	of	of	ADP
fuelectenerg-9953	245	12	the	the	DET
fuelectenerg-9953	245	13	opposing	opposing	ADJ
fuelectenerg-9953	245	14	decisions	decision	NOUN
fuelectenerg-9953	245	15	are	be	AUX
fuelectenerg-9953	245	16	divided	divide	VERB
fuelectenerg-9953	245	17	into	into	ADP
fuelectenerg-9953	245	18	five	five	NUM
fuelectenerg-9953	245	19	alert	alert	ADJ
fuelectenerg-9953	245	20	groups	group	NOUN
fuelectenerg-9953	245	21	(	(	PUNCT
fuelectenerg-9953	245	22	see	see	VERB
fuelectenerg-9953	245	23	table	table	NOUN
fuelectenerg-9953	245	24	4	4	NUM
fuelectenerg-9953	245	25	)	)	PUNCT
fuelectenerg-9953	245	26	.	.	PUNCT
fuelectenerg-9953	246	1	table	table	NOUN
fuelectenerg-9953	246	2	4	4	NUM
fuelectenerg-9953	246	3	linear	linear	NOUN
fuelectenerg-9953	246	4	threshold	threshold	NOUN
fuelectenerg-9953	246	5	scale	scale	NOUN
fuelectenerg-9953	246	6	and	and	CCONJ
fuelectenerg-9953	246	7	ranges	range	NOUN
fuelectenerg-9953	246	8	of	of	ADP
fuelectenerg-9953	246	9	the	the	DET
fuelectenerg-9953	246	10	opposing	opposing	ADJ
fuelectenerg-9953	246	11	decisions	decision	NOUN
fuelectenerg-9953	246	12	threshold	threshold	VERB
fuelectenerg-9953	246	13	range	range	NOUN
fuelectenerg-9953	247	1	[	[	X
fuelectenerg-9953	247	2	%	%	X
fuelectenerg-9953	247	3	]	]	X
fuelectenerg-9953	247	4	alert	alert	NOUN
fuelectenerg-9953	247	5	grouping	grouping	NOUN
fuelectenerg-9953	247	6	and	and	CCONJ
fuelectenerg-9953	247	7	colouring	colouring	NOUN
fuelectenerg-9953	247	8	opposing	oppose	VERB
fuelectenerg-9953	247	9	decisions	decision	NOUN
fuelectenerg-9953	248	1	[	[	X
fuelectenerg-9953	248	2	%	%	X
fuelectenerg-9953	248	3	]	]	X
fuelectenerg-9953	248	4	0.67	0.67	NUM
fuelectenerg-9953	248	5	3.18	3.18	NUM
fuelectenerg-9953	248	6	8.08	8.08	NUM
fuelectenerg-9953	248	7	0	0	NUM
fuelectenerg-9953	248	8	-	-	SYM
fuelectenerg-9953	248	9	1.99	1.99	NUM
fuelectenerg-9953	248	10	negligible	negligible	ADJ
fuelectenerg-9953	248	11	alert	alert	NOUN
fuelectenerg-9953	248	12	(	(	PUNCT
fuelectenerg-9953	248	13	black	black	ADJ
fuelectenerg-9953	248	14	)	)	PUNCT
fuelectenerg-9953	248	15	2	2	NUM
fuelectenerg-9953	248	16	-	-	SYM
fuelectenerg-9953	248	17	3.99	3.99	NUM
fuelectenerg-9953	248	18	potential	potential	ADJ
fuelectenerg-9953	248	19	threat	threat	NOUN
fuelectenerg-9953	248	20	(	(	PUNCT
fuelectenerg-9953	248	21	blue	blue	ADJ
fuelectenerg-9953	248	22	)	)	PUNCT
fuelectenerg-9953	248	23	4	4	NUM
fuelectenerg-9953	248	24	-	-	SYM
fuelectenerg-9953	248	25	5.99	5.99	NUM
fuelectenerg-9953	248	26	warning	warning	NOUN
fuelectenerg-9953	248	27	(	(	PUNCT
fuelectenerg-9953	248	28	green	green	ADJ
fuelectenerg-9953	248	29	)	)	PUNCT
fuelectenerg-9953	248	30	6	6	NUM
fuelectenerg-9953	248	31	-	-	SYM
fuelectenerg-9953	248	32	7.99	7.99	NUM
fuelectenerg-9953	248	33	silent	silent	ADJ
fuelectenerg-9953	248	34	alarm	alarm	NOUN
fuelectenerg-9953	248	35	(	(	PUNCT
fuelectenerg-9953	248	36	orange	orange	PROPN
fuelectenerg-9953	248	37	)	)	PUNCT
fuelectenerg-9953	248	38	≥	≥	NOUN
fuelectenerg-9953	248	39	8.00	8.00	NUM
fuelectenerg-9953	248	40	high	high	ADJ
fuelectenerg-9953	248	41	priority	priority	NOUN
fuelectenerg-9953	248	42	alarm	alarm	NOUN
fuelectenerg-9953	248	43	(	(	PUNCT
fuelectenerg-9953	248	44	red	red	ADJ
fuelectenerg-9953	248	45	)	)	PUNCT
fuelectenerg-9953	248	46	although	although	SCONJ
fuelectenerg-9953	248	47	the	the	DET
fuelectenerg-9953	248	48	simple	simple	ADJ
fuelectenerg-9953	248	49	manual	manual	ADJ
fuelectenerg-9953	248	50	rules	rule	NOUN
fuelectenerg-9953	248	51	can	can	AUX
fuelectenerg-9953	248	52	not	not	PART
fuelectenerg-9953	248	53	always	always	ADV
fuelectenerg-9953	248	54	adequately	adequately	ADV
fuelectenerg-9953	248	55	capture	capture	VERB
fuelectenerg-9953	248	56	the	the	DET
fuelectenerg-9953	248	57	complex	complex	ADJ
fuelectenerg-9953	248	58	and	and	CCONJ
fuelectenerg-9953	248	59	interactive	interactive	ADJ
fuelectenerg-9953	248	60	patterns	pattern	NOUN
fuelectenerg-9953	248	61	of	of	ADP
fuelectenerg-9953	248	62	factors	factor	NOUN
fuelectenerg-9953	248	63	that	that	PRON
fuelectenerg-9953	248	64	influence	influence	VERB
fuelectenerg-9953	248	65	the	the	DET
fuelectenerg-9953	248	66	priority	priority	NOUN
fuelectenerg-9953	248	67	of	of	ADP
fuelectenerg-9953	248	68	the	the	DET
fuelectenerg-9953	248	69	alerts	alert	NOUN
fuelectenerg-9953	248	70	the	the	DET
fuelectenerg-9953	248	71	manual	manual	ADJ
fuelectenerg-9953	248	72	rules	rule	NOUN
fuelectenerg-9953	248	73	proposed	propose	VERB
fuelectenerg-9953	248	74	here	here	ADV
fuelectenerg-9953	248	75	were	be	AUX
fuelectenerg-9953	248	76	used	use	VERB
fuelectenerg-9953	248	77	for	for	ADP
fuelectenerg-9953	248	78	classification	classification	NOUN
fuelectenerg-9953	248	79	of	of	ADP
fuelectenerg-9953	248	80	the	the	DET
fuelectenerg-9953	248	81	five	five	NUM
fuelectenerg-9953	248	82	different	different	ADJ
fuelectenerg-9953	248	83	priority	priority	NOUN
fuelectenerg-9953	248	84	levels	level	NOUN
fuelectenerg-9953	248	85	.	.	PUNCT
fuelectenerg-9953	249	1	generally	generally	ADV
fuelectenerg-9953	249	2	,	,	PUNCT
fuelectenerg-9953	249	3	the	the	DET
fuelectenerg-9953	249	4	levels	level	NOUN
fuelectenerg-9953	249	5	can	can	AUX
fuelectenerg-9953	249	6	be	be	AUX
fuelectenerg-9953	249	7	divided	divide	VERB
fuelectenerg-9953	249	8	into	into	ADP
fuelectenerg-9953	249	9	three	three	NUM
fuelectenerg-9953	249	10	main	main	ADJ
fuelectenerg-9953	249	11	categories	category	NOUN
fuelectenerg-9953	249	12	:	:	PUNCT
fuelectenerg-9953	249	13	(	(	PUNCT
fuelectenerg-9953	249	14	1	1	X
fuelectenerg-9953	249	15	)	)	PUNCT
fuelectenerg-9953	249	16	errors	error	NOUN
fuelectenerg-9953	249	17	/	/	SYM
fuelectenerg-9953	249	18	failures	failure	NOUN
fuelectenerg-9953	249	19	(	(	PUNCT
fuelectenerg-9953	249	20	negligible	negligible	ADJ
fuelectenerg-9953	249	21	alert	alert	NOUN
fuelectenerg-9953	249	22	,	,	PUNCT
fuelectenerg-9953	249	23	potential	potential	ADJ
fuelectenerg-9953	249	24	threat	threat	NOUN
fuelectenerg-9953	249	25	)	)	PUNCT
fuelectenerg-9953	249	26	,	,	PUNCT
fuelectenerg-9953	249	27	(	(	PUNCT
fuelectenerg-9953	249	28	2	2	X
fuelectenerg-9953	249	29	)	)	PUNCT
fuelectenerg-9953	249	30	warnings	warning	NOUN
fuelectenerg-9953	249	31	and	and	CCONJ
fuelectenerg-9953	249	32	(	(	PUNCT
fuelectenerg-9953	249	33	3	3	X
fuelectenerg-9953	249	34	)	)	PUNCT
fuelectenerg-9953	249	35	critical	critical	ADJ
fuelectenerg-9953	249	36	level	level	NOUN
fuelectenerg-9953	249	37	(	(	PUNCT
fuelectenerg-9953	249	38	silent	silent	ADJ
fuelectenerg-9953	249	39	alarm	alarm	NOUN
fuelectenerg-9953	249	40	,	,	PUNCT
fuelectenerg-9953	249	41	high	high	ADJ
fuelectenerg-9953	249	42	-	-	PUNCT
fuelectenerg-9953	249	43	priority	priority	NOUN
fuelectenerg-9953	249	44	alarm	alarm	NOUN
fuelectenerg-9953	249	45	)	)	PUNCT
fuelectenerg-9953	250	1	[	[	X
fuelectenerg-9953	250	2	32	32	NUM
fuelectenerg-9953	250	3	]	]	PUNCT
fuelectenerg-9953	250	4	.	.	PUNCT
fuelectenerg-9953	251	1	a	a	DET
fuelectenerg-9953	251	2	negligible	negligible	ADJ
fuelectenerg-9953	251	3	alert	alert	NOUN
fuelectenerg-9953	251	4	means	mean	VERB
fuelectenerg-9953	251	5	that	that	SCONJ
fuelectenerg-9953	251	6	the	the	DET
fuelectenerg-9953	251	7	alert	alert	NOUN
fuelectenerg-9953	251	8	is	be	AUX
fuelectenerg-9953	251	9	whitelisted	whiteliste	VERB
fuelectenerg-9953	251	10	(	(	PUNCT
fuelectenerg-9953	251	11	the	the	DET
fuelectenerg-9953	251	12	lowest	low	ADJ
fuelectenerg-9953	251	13	probability	probability	NOUN
fuelectenerg-9953	251	14	of	of	ADP
fuelectenerg-9953	251	15	serious	serious	ADJ
fuelectenerg-9953	251	16	effects	effect	NOUN
fuelectenerg-9953	251	17	on	on	ADP
fuelectenerg-9953	251	18	network	network	NOUN
fuelectenerg-9953	251	19	security	security	NOUN
fuelectenerg-9953	251	20	and	and	CCONJ
fuelectenerg-9953	251	21	the	the	DET
fuelectenerg-9953	251	22	smallest	small	ADJ
fuelectenerg-9953	251	23	percentage	percentage	NOUN
fuelectenerg-9953	251	24	of	of	ADP
fuelectenerg-9953	251	25	similar	similar	ADJ
fuelectenerg-9953	251	26	decisions	decision	NOUN
fuelectenerg-9953	251	27	)	)	PUNCT
fuelectenerg-9953	251	28	.	.	PUNCT
fuelectenerg-9953	252	1	the	the	DET
fuelectenerg-9953	252	2	administrator	administrator	NOUN
fuelectenerg-9953	252	3	can	can	AUX
fuelectenerg-9953	252	4	exclude	exclude	VERB
fuelectenerg-9953	252	5	certain	certain	ADJ
fuelectenerg-9953	252	6	activities	activity	NOUN
fuelectenerg-9953	252	7	which	which	PRON
fuelectenerg-9953	252	8	generate	generate	VERB
fuelectenerg-9953	252	9	alerts	alert	NOUN
fuelectenerg-9953	252	10	,	,	PUNCT
fuelectenerg-9953	252	11	based	base	VERB
fuelectenerg-9953	252	12	on	on	ADP
fuelectenerg-9953	252	13	the	the	DET
fuelectenerg-9953	252	14	user	user	NOUN
fuelectenerg-9953	252	15	analytics	analytic	NOUN
fuelectenerg-9953	252	16	.	.	PUNCT
fuelectenerg-9953	253	1	for	for	ADP
fuelectenerg-9953	253	2	the	the	DET
fuelectenerg-9953	253	3	purposes	purpose	NOUN
fuelectenerg-9953	253	4	of	of	ADP
fuelectenerg-9953	253	5	this	this	DET
fuelectenerg-9953	253	6	research	research	NOUN
fuelectenerg-9953	253	7	,	,	PUNCT
fuelectenerg-9953	253	8	the	the	DET
fuelectenerg-9953	253	9	percentage	percentage	NOUN
fuelectenerg-9953	253	10	of	of	ADP
fuelectenerg-9953	253	11	the	the	DET
fuelectenerg-9953	253	12	negligible	negligible	ADJ
fuelectenerg-9953	253	13	alert	alert	NOUN
fuelectenerg-9953	253	14	is	be	AUX
fuelectenerg-9953	253	15	used	use	VERB
fuelectenerg-9953	253	16	to	to	ADP
fuelectenerg-9953	253	17	280	280	NUM
fuelectenerg-9953	253	18	d.	d.	PROPN
fuelectenerg-9953	253	19	protić	protić	PROPN
fuelectenerg-9953	253	20	,	,	PUNCT
fuelectenerg-9953	253	21	m.	m.	NOUN
fuelectenerg-9953	253	22	stanković	stanković	PROPN
fuelectenerg-9953	253	23	,	,	PUNCT
fuelectenerg-9953	253	24	v.	v.	CCONJ
fuelectenerg-9953	253	25	antić	antić	PROPN
fuelectenerg-9953	253	26	be	be	AUX
fuelectenerg-9953	253	27	less	less	ADJ
fuelectenerg-9953	253	28	than	than	ADP
fuelectenerg-9953	253	29	2	2	NUM
fuelectenerg-9953	253	30	%	%	NOUN
fuelectenerg-9953	253	31	.	.	PUNCT
fuelectenerg-9953	254	1	potential	potential	ADJ
fuelectenerg-9953	254	2	threat	threat	NOUN
fuelectenerg-9953	254	3	means	mean	VERB
fuelectenerg-9953	254	4	that	that	SCONJ
fuelectenerg-9953	254	5	the	the	DET
fuelectenerg-9953	254	6	alert	alert	NOUN
fuelectenerg-9953	254	7	may	may	AUX
fuelectenerg-9953	254	8	result	result	VERB
fuelectenerg-9953	254	9	from	from	ADP
fuelectenerg-9953	254	10	network	network	NOUN
fuelectenerg-9953	254	11	disturbances	disturbance	NOUN
fuelectenerg-9953	254	12	and	and	CCONJ
fuelectenerg-9953	254	13	has	have	VERB
fuelectenerg-9953	254	14	no	no	DET
fuelectenerg-9953	254	15	negative	negative	ADJ
fuelectenerg-9953	254	16	impact	impact	NOUN
fuelectenerg-9953	254	17	on	on	ADP
fuelectenerg-9953	254	18	business	business	NOUN
fuelectenerg-9953	254	19	.	.	PUNCT
fuelectenerg-9953	255	1	the	the	DET
fuelectenerg-9953	255	2	warning	warning	NOUN
fuelectenerg-9953	255	3	displays	display	VERB
fuelectenerg-9953	255	4	the	the	DET
fuelectenerg-9953	255	5	known	know	VERB
fuelectenerg-9953	255	6	alert	alert	NOUN
fuelectenerg-9953	255	7	sources	source	NOUN
fuelectenerg-9953	255	8	,	,	PUNCT
fuelectenerg-9953	255	9	acts	act	VERB
fuelectenerg-9953	255	10	as	as	ADP
fuelectenerg-9953	255	11	an	an	DET
fuelectenerg-9953	255	12	information	information	NOUN
fuelectenerg-9953	255	13	aggregator	aggregator	NOUN
fuelectenerg-9953	255	14	,	,	PUNCT
fuelectenerg-9953	255	15	provides	provide	VERB
fuelectenerg-9953	255	16	information	information	NOUN
fuelectenerg-9953	255	17	about	about	ADP
fuelectenerg-9953	255	18	the	the	DET
fuelectenerg-9953	255	19	risks	risk	NOUN
fuelectenerg-9953	255	20	,	,	PUNCT
fuelectenerg-9953	255	21	and	and	CCONJ
fuelectenerg-9953	255	22	generates	generate	VERB
fuelectenerg-9953	255	23	a	a	DET
fuelectenerg-9953	255	24	hazard	hazard	NOUN
fuelectenerg-9953	255	25	message	message	NOUN
fuelectenerg-9953	255	26	.	.	PUNCT
fuelectenerg-9953	256	1	the	the	DET
fuelectenerg-9953	256	2	silent	silent	ADJ
fuelectenerg-9953	256	3	alarm	alarm	NOUN
fuelectenerg-9953	256	4	signals	signal	VERB
fuelectenerg-9953	256	5	the	the	DET
fuelectenerg-9953	256	6	high	high	ADJ
fuelectenerg-9953	256	7	-	-	PUNCT
fuelectenerg-9953	256	8	level	level	NOUN
fuelectenerg-9953	256	9	discrepancy	discrepancy	NOUN
fuelectenerg-9953	256	10	in	in	ADP
fuelectenerg-9953	256	11	the	the	DET
fuelectenerg-9953	256	12	decision	decision	NOUN
fuelectenerg-9953	256	13	of	of	ADP
fuelectenerg-9953	256	14	the	the	DET
fuelectenerg-9953	256	15	classifiers	classifier	NOUN
fuelectenerg-9953	256	16	and	and	CCONJ
fuelectenerg-9953	256	17	causes	cause	VERB
fuelectenerg-9953	256	18	the	the	DET
fuelectenerg-9953	256	19	ticket	ticket	NOUN
fuelectenerg-9953	256	20	to	to	PART
fuelectenerg-9953	256	21	be	be	AUX
fuelectenerg-9953	256	22	issued	issue	VERB
fuelectenerg-9953	256	23	(	(	PUNCT
fuelectenerg-9953	256	24	the	the	DET
fuelectenerg-9953	256	25	proof	proof	NOUN
fuelectenerg-9953	256	26	of	of	ADP
fuelectenerg-9953	256	27	authentication	authentication	NOUN
fuelectenerg-9953	256	28	or	or	CCONJ
fuelectenerg-9953	256	29	authorization	authorization	NOUN
fuelectenerg-9953	256	30	must	must	AUX
fuelectenerg-9953	256	31	be	be	AUX
fuelectenerg-9953	256	32	verified	verify	VERB
fuelectenerg-9953	256	33	)	)	PUNCT
fuelectenerg-9953	256	34	.	.	PUNCT
fuelectenerg-9953	257	1	a	a	DET
fuelectenerg-9953	257	2	high	high	ADJ
fuelectenerg-9953	257	3	priority	priority	NOUN
fuelectenerg-9953	257	4	alarm	alarm	NOUN
fuelectenerg-9953	257	5	signals	signal	VERB
fuelectenerg-9953	257	6	the	the	DET
fuelectenerg-9953	257	7	highest	high	ADJ
fuelectenerg-9953	257	8	probability	probability	NOUN
fuelectenerg-9953	257	9	of	of	ADP
fuelectenerg-9953	257	10	the	the	DET
fuelectenerg-9953	257	11	attack	attack	NOUN
fuelectenerg-9953	257	12	(	(	PUNCT
fuelectenerg-9953	257	13	the	the	DET
fuelectenerg-9953	257	14	highest	high	ADJ
fuelectenerg-9953	257	15	percentage	percentage	NOUN
fuelectenerg-9953	257	16	of	of	ADP
fuelectenerg-9953	257	17	opposing	oppose	VERB
fuelectenerg-9953	257	18	decisions	decision	NOUN
fuelectenerg-9953	257	19	)	)	PUNCT
fuelectenerg-9953	257	20	.	.	PUNCT
fuelectenerg-9953	258	1	the	the	DET
fuelectenerg-9953	258	2	ranking	ranking	NOUN
fuelectenerg-9953	258	3	list	list	NOUN
fuelectenerg-9953	258	4	can	can	AUX
fuelectenerg-9953	258	5	be	be	AUX
fuelectenerg-9953	258	6	adopted	adopt	VERB
fuelectenerg-9953	258	7	after	after	ADP
fuelectenerg-9953	258	8	a	a	DET
fuelectenerg-9953	258	9	few	few	ADJ
fuelectenerg-9953	258	10	other	other	ADJ
fuelectenerg-9953	258	11	factors	factor	NOUN
fuelectenerg-9953	258	12	relating	relate	VERB
fuelectenerg-9953	258	13	to	to	ADP
fuelectenerg-9953	258	14	the	the	DET
fuelectenerg-9953	258	15	dataset	dataset	NOUN
fuelectenerg-9953	258	16	(	(	PUNCT
fuelectenerg-9953	258	17	label	label	NOUN
fuelectenerg-9953	258	18	,	,	PUNCT
fuelectenerg-9953	258	19	total	total	ADJ
fuelectenerg-9953	258	20	number	number	NOUN
fuelectenerg-9953	258	21	of	of	ADP
fuelectenerg-9953	258	22	instances	instance	NOUN
fuelectenerg-9953	258	23	)	)	PUNCT
fuelectenerg-9953	258	24	and	and	CCONJ
fuelectenerg-9953	258	25	metrics	metric	NOUN
fuelectenerg-9953	258	26	(	(	PUNCT
fuelectenerg-9953	258	27	accuracy	accuracy	NOUN
fuelectenerg-9953	258	28	,	,	PUNCT
fuelectenerg-9953	258	29	precision	precision	NOUN
fuelectenerg-9953	258	30	,	,	PUNCT
fuelectenerg-9953	258	31	recall	recall	NOUN
fuelectenerg-9953	258	32	)	)	PUNCT
fuelectenerg-9953	258	33	,	,	PUNCT
fuelectenerg-9953	258	34	and	and	CCONJ
fuelectenerg-9953	258	35	depending	depend	VERB
fuelectenerg-9953	258	36	on	on	ADP
fuelectenerg-9953	258	37	the	the	DET
fuelectenerg-9953	258	38	changes	change	NOUN
fuelectenerg-9953	258	39	to	to	ADP
fuelectenerg-9953	258	40	the	the	DET
fuelectenerg-9953	258	41	system	system	NOUN
fuelectenerg-9953	258	42	,	,	PUNCT
fuelectenerg-9953	258	43	new	new	ADJ
fuelectenerg-9953	258	44	types	type	NOUN
fuelectenerg-9953	258	45	of	of	ADP
fuelectenerg-9953	258	46	the	the	DET
fuelectenerg-9953	258	47	alerts	alert	NOUN
fuelectenerg-9953	258	48	can	can	AUX
fuelectenerg-9953	258	49	be	be	AUX
fuelectenerg-9953	258	50	added	add	VERB
fuelectenerg-9953	258	51	[	[	X
fuelectenerg-9953	258	52	32	32	NUM
fuelectenerg-9953	258	53	]	]	PUNCT
fuelectenerg-9953	258	54	.	.	PUNCT
fuelectenerg-9953	259	1	the	the	DET
fuelectenerg-9953	259	2	ranking	ranking	NOUN
fuelectenerg-9953	259	3	can	can	AUX
fuelectenerg-9953	259	4	be	be	AUX
fuelectenerg-9953	259	5	combined	combine	VERB
fuelectenerg-9953	259	6	with	with	ADP
fuelectenerg-9953	259	7	methods	method	NOUN
fuelectenerg-9953	259	8	that	that	PRON
fuelectenerg-9953	259	9	reduce	reduce	VERB
fuelectenerg-9953	259	10	or	or	CCONJ
fuelectenerg-9953	259	11	reclassify	reclassify	VERB
fuelectenerg-9953	259	12	a	a	DET
fuelectenerg-9953	259	13	given	give	VERB
fuelectenerg-9953	259	14	list	list	NOUN
fuelectenerg-9953	259	15	of	of	ADP
fuelectenerg-9953	259	16	rankings	ranking	NOUN
fuelectenerg-9953	259	17	[	[	X
fuelectenerg-9953	259	18	52	52	NUM
fuelectenerg-9953	259	19	]	]	PUNCT
fuelectenerg-9953	259	20	.	.	PUNCT
fuelectenerg-9953	260	1	6	6	X
fuelectenerg-9953	260	2	.	.	X
fuelectenerg-9953	260	3	conclusion	conclusion	NOUN
fuelectenerg-9953	260	4	this	this	DET
fuelectenerg-9953	260	5	article	article	NOUN
fuelectenerg-9953	260	6	introduces	introduce	VERB
fuelectenerg-9953	260	7	the	the	DET
fuelectenerg-9953	260	8	design	design	NOUN
fuelectenerg-9953	260	9	of	of	ADP
fuelectenerg-9953	260	10	a	a	DET
fuelectenerg-9953	260	11	wk	wk	PROPN
fuelectenerg-9953	260	12	-	-	PUNCT
fuelectenerg-9953	260	13	fnn	fnn	PROPN
fuelectenerg-9953	260	14	hybrid	hybrid	NOUN
fuelectenerg-9953	260	15	model	model	NOUN
fuelectenerg-9953	260	16	that	that	PRON
fuelectenerg-9953	260	17	warns	warn	VERB
fuelectenerg-9953	260	18	of	of	ADP
fuelectenerg-9953	260	19	opposing	oppose	VERB
fuelectenerg-9953	260	20	decisions	decision	NOUN
fuelectenerg-9953	260	21	about	about	ADP
fuelectenerg-9953	260	22	anomalies	anomaly	NOUN
fuelectenerg-9953	260	23	in	in	ADP
fuelectenerg-9953	260	24	the	the	DET
fuelectenerg-9953	260	25	computer	computer	NOUN
fuelectenerg-9953	260	26	network	network	NOUN
fuelectenerg-9953	260	27	.	.	PUNCT
fuelectenerg-9953	261	1	the	the	DET
fuelectenerg-9953	261	2	model	model	NOUN
fuelectenerg-9953	261	3	consists	consist	VERB
fuelectenerg-9953	261	4	of	of	ADP
fuelectenerg-9953	261	5	a	a	DET
fuelectenerg-9953	261	6	classification	classification	NOUN
fuelectenerg-9953	261	7	module	module	NOUN
fuelectenerg-9953	261	8	,	,	PUNCT
fuelectenerg-9953	261	9	an	an	DET
fuelectenerg-9953	261	10	xor	xor	PROPN
fuelectenerg-9953	261	11	block	block	NOUN
fuelectenerg-9953	261	12	and	and	CCONJ
fuelectenerg-9953	261	13	a	a	DET
fuelectenerg-9953	261	14	decision	decision	NOUN
fuelectenerg-9953	261	15	-	-	PUNCT
fuelectenerg-9953	261	16	making	make	VERB
fuelectenerg-9953	261	17	engine	engine	NOUN
fuelectenerg-9953	261	18	.	.	PUNCT
fuelectenerg-9953	262	1	in	in	ADP
fuelectenerg-9953	262	2	the	the	DET
fuelectenerg-9953	262	3	classification	classification	NOUN
fuelectenerg-9953	262	4	module	module	NOUN
fuelectenerg-9953	262	5	two	two	NUM
fuelectenerg-9953	262	6	high	high	ADJ
fuelectenerg-9953	262	7	-	-	PUNCT
fuelectenerg-9953	262	8	precision	precision	NOUN
fuelectenerg-9953	262	9	binary	binary	NOUN
fuelectenerg-9953	262	10	classifiers	classifier	NOUN
fuelectenerg-9953	262	11	work	work	VERB
fuelectenerg-9953	262	12	in	in	ADP
fuelectenerg-9953	262	13	parallel	parallel	NOUN
fuelectenerg-9953	262	14	.	.	PUNCT
fuelectenerg-9953	263	1	the	the	DET
fuelectenerg-9953	263	2	classifiers	classifier	NOUN
fuelectenerg-9953	263	3	take	take	VERB
fuelectenerg-9953	263	4	into	into	ADP
fuelectenerg-9953	263	5	account	account	NOUN
fuelectenerg-9953	263	6	9	9	NUM
fuelectenerg-9953	263	7	features	feature	NOUN
fuelectenerg-9953	263	8	with	with	ADP
fuelectenerg-9953	263	9	the	the	DET
fuelectenerg-9953	263	10	normalized	normalize	VERB
fuelectenerg-9953	263	11	instances	instance	NOUN
fuelectenerg-9953	263	12	to	to	PART
fuelectenerg-9953	263	13	decide	decide	VERB
fuelectenerg-9953	263	14	whether	whether	SCONJ
fuelectenerg-9953	263	15	the	the	DET
fuelectenerg-9953	263	16	network	network	NOUN
fuelectenerg-9953	263	17	traffic	traffic	NOUN
fuelectenerg-9953	263	18	is	be	AUX
fuelectenerg-9953	263	19	abnormal	abnormal	ADJ
fuelectenerg-9953	263	20	or	or	CCONJ
fuelectenerg-9953	263	21	not	not	PART
fuelectenerg-9953	263	22	.	.	PUNCT
fuelectenerg-9953	264	1	the	the	DET
fuelectenerg-9953	264	2	results	result	NOUN
fuelectenerg-9953	264	3	of	of	ADP
fuelectenerg-9953	264	4	the	the	DET
fuelectenerg-9953	264	5	decisions	decision	NOUN
fuelectenerg-9953	264	6	of	of	ADP
fuelectenerg-9953	264	7	the	the	DET
fuelectenerg-9953	264	8	classifiers	classifier	NOUN
fuelectenerg-9953	264	9	are	be	AUX
fuelectenerg-9953	264	10	passed	pass	VERB
fuelectenerg-9953	264	11	on	on	ADP
fuelectenerg-9953	264	12	to	to	ADP
fuelectenerg-9953	264	13	the	the	DET
fuelectenerg-9953	264	14	xor	xor	PROPN
fuelectenerg-9953	264	15	block	block	NOUN
fuelectenerg-9953	264	16	,	,	PUNCT
fuelectenerg-9953	264	17	where	where	SCONJ
fuelectenerg-9953	264	18	the	the	DET
fuelectenerg-9953	264	19	exclusive	exclusive	ADJ
fuelectenerg-9953	264	20	or	or	CCONJ
fuelectenerg-9953	264	21	binary	binary	ADJ
fuelectenerg-9953	264	22	operation	operation	NOUN
fuelectenerg-9953	264	23	is	be	AUX
fuelectenerg-9953	264	24	carried	carry	VERB
fuelectenerg-9953	264	25	out	out	ADP
fuelectenerg-9953	264	26	.	.	PUNCT
fuelectenerg-9953	265	1	binary	binary	NOUN
fuelectenerg-9953	265	2	1	1	NUM
fuelectenerg-9953	265	3	triggers	trigger	NOUN
fuelectenerg-9953	265	4	an	an	DET
fuelectenerg-9953	265	5	additional	additional	ADJ
fuelectenerg-9953	265	6	anomaly	anomaly	NOUN
fuelectenerg-9953	265	7	alert	alert	NOUN
fuelectenerg-9953	265	8	which	which	PRON
fuelectenerg-9953	265	9	is	be	AUX
fuelectenerg-9953	265	10	sorted	sort	VERB
fuelectenerg-9953	265	11	into	into	ADP
fuelectenerg-9953	265	12	one	one	NUM
fuelectenerg-9953	265	13	of	of	ADP
fuelectenerg-9953	265	14	the	the	DET
fuelectenerg-9953	265	15	predefined	predefine	VERB
fuelectenerg-9953	265	16	alert	alert	NOUN
fuelectenerg-9953	265	17	groups	group	NOUN
fuelectenerg-9953	265	18	.	.	PUNCT
fuelectenerg-9953	266	1	the	the	DET
fuelectenerg-9953	266	2	results	result	NOUN
fuelectenerg-9953	266	3	show	show	VERB
fuelectenerg-9953	266	4	the	the	DET
fuelectenerg-9953	266	5	presence	presence	NOUN
fuelectenerg-9953	266	6	of	of	ADP
fuelectenerg-9953	266	7	additional	additional	ADJ
fuelectenerg-9953	266	8	alerts	alert	NOUN
fuelectenerg-9953	266	9	related	relate	VERB
fuelectenerg-9953	266	10	to	to	ADP
fuelectenerg-9953	266	11	the	the	DET
fuelectenerg-9953	266	12	negligible	negligible	ADJ
fuelectenerg-9953	266	13	alert	alert	NOUN
fuelectenerg-9953	266	14	,	,	PUNCT
fuelectenerg-9953	266	15	potential	potential	ADJ
fuelectenerg-9953	266	16	threat	threat	NOUN
fuelectenerg-9953	266	17	,	,	PUNCT
fuelectenerg-9953	266	18	and	and	CCONJ
fuelectenerg-9953	266	19	high	high	ADJ
fuelectenerg-9953	266	20	-	-	PUNCT
fuelectenerg-9953	266	21	priority	priority	NOUN
fuelectenerg-9953	266	22	alarm	alarm	NOUN
fuelectenerg-9953	266	23	.	.	PUNCT
fuelectenerg-9953	267	1	acknowledgement	acknowledgement	NOUN
fuelectenerg-9953	267	2	:	:	PUNCT
fuelectenerg-9953	267	3	a	a	DET
fuelectenerg-9953	267	4	part	part	NOUN
fuelectenerg-9953	267	5	of	of	ADP
fuelectenerg-9953	267	6	this	this	DET
fuelectenerg-9953	267	7	research	research	NOUN
fuelectenerg-9953	267	8	is	be	AUX
fuelectenerg-9953	267	9	presented	present	VERB
fuelectenerg-9953	267	10	at	at	ADP
fuelectenerg-9953	267	11	the	the	DET
fuelectenerg-9953	267	12	21st	21st	ADJ
fuelectenerg-9953	267	13	international	international	ADJ
fuelectenerg-9953	267	14	arab	arab	ADJ
fuelectenerg-9953	267	15	conference	conference	NOUN
fuelectenerg-9953	267	16	on	on	ADP
fuelectenerg-9953	267	17	information	information	NOUN
fuelectenerg-9953	267	18	technology	technology	NOUN
fuelectenerg-9953	267	19	,	,	PUNCT
fuelectenerg-9953	267	20	6th	6th	NOUN
fuelectenerg-9953	267	21	of	of	ADP
fuelectenerg-9953	267	22	october	october	PROPN
fuelectenerg-9953	267	23	2020	2020	NUM
fuelectenerg-9953	267	24	,	,	PUNCT
fuelectenerg-9953	267	25	giza	giza	PROPN
fuelectenerg-9953	267	26	,	,	PUNCT
fuelectenerg-9953	267	27	egypt	egypt	PROPN
fuelectenerg-9953	267	28	.	.	PUNCT
fuelectenerg-9953	268	1	references	reference	NOUN
fuelectenerg-9953	268	2	[	[	X
fuelectenerg-9953	268	3	1	1	NUM
fuelectenerg-9953	268	4	]	]	PUNCT
fuelectenerg-9953	268	5	d.	d.	NOUN
fuelectenerg-9953	268	6	protic	protic	PROPN
fuelectenerg-9953	268	7	,	,	PUNCT
fuelectenerg-9953	268	8	"	"	PUNCT
fuelectenerg-9953	268	9	neural	neural	ADJ
fuelectenerg-9953	268	10	cryptography	cryptography	NOUN
fuelectenerg-9953	268	11	,	,	PUNCT
fuelectenerg-9953	268	12	"	"	PUNCT
fuelectenerg-9953	268	13	military	military	ADJ
fuelectenerg-9953	268	14	technical	technical	ADJ
fuelectenerg-9953	268	15	courier	courier	NOUN
fuelectenerg-9953	268	16	,	,	PUNCT
fuelectenerg-9953	268	17	vol	vol	NOUN
fuelectenerg-9953	268	18	.	.	PROPN
fuelectenerg-9953	268	19	64	64	NUM
fuelectenerg-9953	268	20	,	,	PUNCT
fuelectenerg-9953	268	21	no	no	INTJ
fuelectenerg-9953	268	22	.	.	NOUN
fuelectenerg-9953	268	23	2	2	NUM
fuelectenerg-9953	268	24	,	,	PUNCT
fuelectenerg-9953	268	25	pp	pp	ADJ
fuelectenerg-9953	268	26	.	.	PUNCT
fuelectenerg-9953	269	1	483–492	483–492	NUM
fuelectenerg-9953	269	2	,	,	PUNCT
fuelectenerg-9953	269	3	2016	2016	NUM
fuelectenerg-9953	269	4	.	.	PUNCT
fuelectenerg-9953	270	1	[	[	X
fuelectenerg-9953	270	2	2	2	X
fuelectenerg-9953	270	3	]	]	PUNCT
fuelectenerg-9953	270	4	j.	j.	PROPN
fuelectenerg-9953	270	5	sen	sen	PROPN
fuelectenerg-9953	270	6	and	and	CCONJ
fuelectenerg-9953	270	7	s.	s.	PROPN
fuelectenerg-9953	270	8	methab	methab	PROPN
fuelectenerg-9953	270	9	"	"	PUNCT
fuelectenerg-9953	270	10	machine	machine	NOUN
fuelectenerg-9953	270	11	learning	learning	NOUN
fuelectenerg-9953	270	12	applications	application	NOUN
fuelectenerg-9953	270	13	in	in	ADP
fuelectenerg-9953	270	14	misuse	misuse	NOUN
fuelectenerg-9953	270	15	and	and	CCONJ
fuelectenerg-9953	270	16	anomaly	anomaly	NOUN
fuelectenerg-9953	270	17	detection	detection	NOUN
fuelectenerg-9953	270	18	,	,	PUNCT
fuelectenerg-9953	270	19	"	"	PUNCT
fuelectenerg-9953	270	20	2009	2009	NUM
fuelectenerg-9953	270	21	.	.	PUNCT
fuelectenerg-9953	270	22	available	available	PROPN
fuelectenerg-9953	270	23	https://arxiv.org/ftp/arxiv/papers/2009/2009.06709.pdf	https://arxiv.org/ftp/arxiv/papers/2009/2009.06709.pdf	PROPN
fuelectenerg-9953	270	24	.	.	PUNCT
fuelectenerg-9953	271	1	[	[	X
fuelectenerg-9953	271	2	3	3	X
fuelectenerg-9953	271	3	]	]	X
fuelectenerg-9953	271	4	d.	d.	PROPN
fuelectenerg-9953	271	5	dasgupta	dasgupta	PROPN
fuelectenerg-9953	271	6	and	and	CCONJ
fuelectenerg-9953	271	7	h.	h.	PROPN
fuelectenerg-9953	271	8	brian	brian	PROPN
fuelectenerg-9953	271	9	,	,	PUNCT
fuelectenerg-9953	271	10	"	"	PUNCT
fuelectenerg-9953	271	11	mobile	mobile	ADJ
fuelectenerg-9953	271	12	security	security	NOUN
fuelectenerg-9953	271	13	agents	agent	NOUN
fuelectenerg-9953	271	14	for	for	ADP
fuelectenerg-9953	271	15	the	the	DET
fuelectenerg-9953	271	16	network	network	NOUN
fuelectenerg-9953	271	17	traffic	traffic	NOUN
fuelectenerg-9953	271	18	analysis	analysis	NOUN
fuelectenerg-9953	271	19	,	,	PUNCT
fuelectenerg-9953	271	20	"	"	PUNCT
fuelectenerg-9953	271	21	in	in	ADP
fuelectenerg-9953	271	22	proceedings	proceeding	NOUN
fuelectenerg-9953	271	23	of	of	ADP
fuelectenerg-9953	271	24	the	the	DET
fuelectenerg-9953	271	25	darpa	darpa	PROPN
fuelectenerg-9953	271	26	information	information	NOUN
fuelectenerg-9953	271	27	survivability	survivability	NOUN
fuelectenerg-9953	271	28	conference	conference	PROPN
fuelectenerg-9953	271	29	and	and	CCONJ
fuelectenerg-9953	271	30	exposition	exposition	PROPN
fuelectenerg-9953	271	31	ii	ii	PROPN
fuelectenerg-9953	271	32	discex01	discex01	PROPN
fuelectenerg-9953	271	33	,	,	PUNCT
fuelectenerg-9953	271	34	2001	2001	NUM
fuelectenerg-9953	271	35	,	,	PUNCT
fuelectenerg-9953	271	36	vol	vol	NOUN
fuelectenerg-9953	271	37	.	.	PROPN
fuelectenerg-9953	271	38	2	2	NUM
fuelectenerg-9953	271	39	,	,	PUNCT
fuelectenerg-9953	271	40	pp	pp	ADJ
fuelectenerg-9953	271	41	.	.	PUNCT
fuelectenerg-9953	272	1	332–340	332–340	NUM
fuelectenerg-9953	272	2	.	.	PUNCT
fuelectenerg-9953	273	1	[	[	X
fuelectenerg-9953	273	2	4	4	NUM
fuelectenerg-9953	273	3	]	]	PUNCT
fuelectenerg-9953	273	4	a.	a.	NOUN
fuelectenerg-9953	273	5	kind	kind	NOUN
fuelectenerg-9953	273	6	,	,	PUNCT
fuelectenerg-9953	273	7	m.	m.	NOUN
fuelectenerg-9953	273	8	p.	p.	PROPN
fuelectenerg-9953	273	9	stoecklin	stoecklin	PROPN
fuelectenerg-9953	273	10	and	and	CCONJ
fuelectenerg-9953	273	11	x.	x.	NOUN
fuelectenerg-9953	273	12	dimitropoulos	dimitropoulos	PROPN
fuelectenerg-9953	273	13	,	,	PUNCT
fuelectenerg-9953	273	14	"	"	PUNCT
fuelectenerg-9953	273	15	histogram	histogram	NOUN
fuelectenerg-9953	273	16	-	-	PUNCT
fuelectenerg-9953	273	17	based	base	VERB
fuelectenerg-9953	273	18	traffic	traffic	NOUN
fuelectenerg-9953	273	19	anomaly	anomaly	NOUN
fuelectenerg-9953	273	20	detection	detection	NOUN
fuelectenerg-9953	273	21	,	,	PUNCT
fuelectenerg-9953	273	22	"	"	PUNCT
fuelectenerg-9953	273	23	ieee	ieee	NOUN
fuelectenerg-9953	273	24	transactions	transaction	NOUN
fuelectenerg-9953	273	25	on	on	ADP
fuelectenerg-9953	273	26	network	network	NOUN
fuelectenerg-9953	273	27	and	and	CCONJ
fuelectenerg-9953	273	28	service	service	NOUN
fuelectenerg-9953	273	29	management	management	NOUN
fuelectenerg-9953	273	30	,	,	PUNCT
fuelectenerg-9953	273	31	vol	vol	NOUN
fuelectenerg-9953	273	32	.	.	PROPN
fuelectenerg-9953	273	33	6	6	NUM
fuelectenerg-9953	273	34	,	,	PUNCT
fuelectenerg-9953	273	35	no	no	INTJ
fuelectenerg-9953	273	36	.	.	NOUN
fuelectenerg-9953	273	37	2	2	NUM
fuelectenerg-9953	273	38	,	,	PUNCT
fuelectenerg-9953	273	39	pp	pp	ADJ
fuelectenerg-9953	273	40	.	.	PUNCT
fuelectenerg-9953	274	1	110–121	110–121	NUM
fuelectenerg-9953	274	2	,	,	PUNCT
fuelectenerg-9953	274	3	june	june	PROPN
fuelectenerg-9953	274	4	2009	2009	NUM
fuelectenerg-9953	274	5	.	.	PUNCT
fuelectenerg-9953	275	1	[	[	X
fuelectenerg-9953	275	2	5	5	X
fuelectenerg-9953	275	3	]	]	PUNCT
fuelectenerg-9953	275	4	p.	p.	NOUN
fuelectenerg-9953	275	5	čisar	čisar	PROPN
fuelectenerg-9953	275	6	and	and	CCONJ
fuelectenerg-9953	275	7	s.	s.	PROPN
fuelectenerg-9953	275	8	marvić	marvić	PROPN
fuelectenerg-9953	275	9	čisar	čisar	PROPN
fuelectenerg-9953	275	10	,	,	PUNCT
fuelectenerg-9953	275	11	"	"	PUNCT
fuelectenerg-9953	275	12	ewma	ewma	NOUN
fuelectenerg-9953	275	13	statistics	statistic	NOUN
fuelectenerg-9953	275	14	and	and	CCONJ
fuelectenerg-9953	275	15	fuzzy	fuzzy	ADJ
fuelectenerg-9953	275	16	logic	logic	NOUN
fuelectenerg-9953	275	17	in	in	ADP
fuelectenerg-9953	275	18	function	function	NOUN
fuelectenerg-9953	275	19	of	of	ADP
fuelectenerg-9953	275	20	network	network	NOUN
fuelectenerg-9953	275	21	anomaly	anomaly	NOUN
fuelectenerg-9953	275	22	detection	detection	NOUN
fuelectenerg-9953	275	23	,	,	PUNCT
fuelectenerg-9953	275	24	"	"	PUNCT
fuelectenerg-9953	275	25	facta	facta	PROPN
fuelectenerg-9953	275	26	universitatis	universitatis	PROPN
fuelectenerg-9953	275	27	,	,	PUNCT
fuelectenerg-9953	275	28	series	series	NOUN
fuelectenerg-9953	275	29	:	:	PUNCT
fuelectenerg-9953	275	30	electronics	electronic	NOUN
fuelectenerg-9953	275	31	and	and	CCONJ
fuelectenerg-9953	275	32	energetics	energetic	NOUN
fuelectenerg-9953	275	33	,	,	PUNCT
fuelectenerg-9953	275	34	vol	vol	NOUN
fuelectenerg-9953	275	35	.	.	PROPN
fuelectenerg-9953	276	1	32	32	NUM
fuelectenerg-9953	276	2	,	,	PUNCT
fuelectenerg-9953	276	3	no	no	INTJ
fuelectenerg-9953	276	4	.	.	NOUN
fuelectenerg-9953	276	5	2	2	NUM
fuelectenerg-9953	276	6	,	,	PUNCT
fuelectenerg-9953	276	7	pp	pp	ADJ
fuelectenerg-9953	276	8	.	.	PUNCT
fuelectenerg-9953	277	1	249–265	249–265	NUM
fuelectenerg-9953	277	2	,	,	PUNCT
fuelectenerg-9953	277	3	june	june	PROPN
fuelectenerg-9953	277	4	2019	2019	NUM
fuelectenerg-9953	277	5	.	.	PUNCT
fuelectenerg-9953	278	1	[	[	X
fuelectenerg-9953	278	2	6	6	NUM
fuelectenerg-9953	278	3	]	]	PUNCT
fuelectenerg-9953	278	4	m.	m.	NOUN
fuelectenerg-9953	278	5	h.	h.	PROPN
fuelectenerg-9953	278	6	bhuyan	bhuyan	PROPN
fuelectenerg-9953	278	7	,	,	PUNCT
fuelectenerg-9953	278	8	d.	d.	PROPN
fuelectenerg-9953	278	9	k.	k.	PROPN
fuelectenerg-9953	278	10	bhattacharyya	bhattacharyya	PROPN
fuelectenerg-9953	278	11	and	and	CCONJ
fuelectenerg-9953	278	12	j.	j.	PROPN
fuelectenerg-9953	278	13	k.	k.	PROPN
fuelectenerg-9953	278	14	kalita	kalita	PROPN
fuelectenerg-9953	278	15	,	,	PUNCT
fuelectenerg-9953	278	16	"	"	PUNCT
fuelectenerg-9953	278	17	network	network	NOUN
fuelectenerg-9953	278	18	anomaly	anomaly	NOUN
fuelectenerg-9953	278	19	detection	detection	NOUN
fuelectenerg-9953	278	20	:	:	PUNCT
fuelectenerg-9953	278	21	methods	method	NOUN
fuelectenerg-9953	278	22	systems	system	NOUN
fuelectenerg-9953	278	23	and	and	CCONJ
fuelectenerg-9953	278	24	tools	tool	NOUN
fuelectenerg-9953	278	25	,	,	PUNCT
fuelectenerg-9953	278	26	"	"	PUNCT
fuelectenerg-9953	278	27	ieee	ieee	NOUN
fuelectenerg-9953	278	28	communication	communication	NOUN
fuelectenerg-9953	278	29	surveys	survey	NOUN
fuelectenerg-9953	278	30	&	&	CCONJ
fuelectenerg-9953	278	31	tutorials	tutorial	NOUN
fuelectenerg-9953	278	32	,	,	PUNCT
fuelectenerg-9953	278	33	vol	vol	NOUN
fuelectenerg-9953	278	34	.	.	PROPN
fuelectenerg-9953	278	35	16	16	NUM
fuelectenerg-9953	278	36	,	,	PUNCT
fuelectenerg-9953	278	37	no	no	INTJ
fuelectenerg-9953	278	38	.	.	NOUN
fuelectenerg-9953	278	39	1	1	NUM
fuelectenerg-9953	278	40	,	,	PUNCT
fuelectenerg-9953	278	41	pp	pp	ADJ
fuelectenerg-9953	278	42	.	.	PUNCT
fuelectenerg-9953	279	1	303–336	303–336	NUM
fuelectenerg-9953	279	2	,	,	PUNCT
fuelectenerg-9953	279	3	first	first	ADJ
fuelectenerg-9953	279	4	quarter	quarter	NOUN
fuelectenerg-9953	279	5	2014	2014	NUM
fuelectenerg-9953	279	6	.	.	PUNCT
fuelectenerg-9953	280	1	[	[	X
fuelectenerg-9953	280	2	7	7	X
fuelectenerg-9953	280	3	]	]	X
fuelectenerg-9953	280	4	v.	v.	ADP
fuelectenerg-9953	280	5	hodge	hodge	PROPN
fuelectenerg-9953	280	6	and	and	CCONJ
fuelectenerg-9953	280	7	j.	j.	PROPN
fuelectenerg-9953	280	8	austin	austin	PROPN
fuelectenerg-9953	280	9	,	,	PUNCT
fuelectenerg-9953	280	10	"	"	PUNCT
fuelectenerg-9953	280	11	a	a	DET
fuelectenerg-9953	280	12	survey	survey	NOUN
fuelectenerg-9953	280	13	on	on	ADP
fuelectenerg-9953	280	14	outlier	outlier	ADJ
fuelectenerg-9953	280	15	detection	detection	NOUN
fuelectenerg-9953	280	16	methodologies	methodology	NOUN
fuelectenerg-9953	280	17	,	,	PUNCT
fuelectenerg-9953	280	18	”	"	PUNCT
fuelectenerg-9953	280	19	artificial	artificial	ADJ
fuelectenerg-9953	280	20	intelligence	intelligence	NOUN
fuelectenerg-9953	280	21	review	review	NOUN
fuelectenerg-9953	280	22	,	,	PUNCT
fuelectenerg-9953	280	23	vol	vol	NOUN
fuelectenerg-9953	280	24	.	.	PROPN
fuelectenerg-9953	280	25	22	22	NUM
fuelectenerg-9953	280	26	,	,	PUNCT
fuelectenerg-9953	280	27	no	no	INTJ
fuelectenerg-9953	280	28	.	.	NOUN
fuelectenerg-9953	280	29	2	2	NUM
fuelectenerg-9953	280	30	,	,	PUNCT
fuelectenerg-9953	280	31	pp	pp	ADJ
fuelectenerg-9953	280	32	.	.	PUNCT
fuelectenerg-9953	281	1	85–126	85–126	NUM
fuelectenerg-9953	281	2	,	,	PUNCT
fuelectenerg-9953	281	3	2004	2004	NUM
fuelectenerg-9953	281	4	.	.	PUNCT
fuelectenerg-9953	282	1	[	[	X
fuelectenerg-9953	282	2	8	8	X
fuelectenerg-9953	282	3	]	]	PUNCT
fuelectenerg-9953	282	4	t.	t.	NOUN
fuelectenerg-9953	282	5	nguyen	nguyen	NOUN
fuelectenerg-9953	282	6	and	and	CCONJ
fuelectenerg-9953	282	7	g.	g.	PROPN
fuelectenerg-9953	282	8	armitage	armitage	PROPN
fuelectenerg-9953	282	9	,	,	PUNCT
fuelectenerg-9953	282	10	"	"	PUNCT
fuelectenerg-9953	282	11	a	a	DET
fuelectenerg-9953	282	12	survey	survey	NOUN
fuelectenerg-9953	282	13	of	of	ADP
fuelectenerg-9953	282	14	techniques	technique	NOUN
fuelectenerg-9953	282	15	for	for	ADP
fuelectenerg-9953	282	16	internet	internet	NOUN
fuelectenerg-9953	282	17	traffic	traffic	NOUN
fuelectenerg-9953	282	18	classification	classification	NOUN
fuelectenerg-9953	282	19	using	use	VERB
fuelectenerg-9953	282	20	machine	machine	NOUN
fuelectenerg-9953	282	21	learning	learning	NOUN
fuelectenerg-9953	282	22	,	,	PUNCT
fuelectenerg-9953	282	23	"	"	PUNCT
fuelectenerg-9953	282	24	ieee	ieee	X
fuelectenerg-9953	282	25	commun	commun	PROPN
fuelectenerg-9953	282	26	.	.	PUNCT
fuelectenerg-9953	283	1	surveys	survey	NOUN
fuelectenerg-9953	283	2	tutorials	tutorial	NOUN
fuelectenerg-9953	283	3	,	,	PUNCT
fuelectenerg-9953	283	4	vol	vol	NOUN
fuelectenerg-9953	283	5	.	.	PROPN
fuelectenerg-9953	284	1	10	10	NUM
fuelectenerg-9953	284	2	,	,	PUNCT
fuelectenerg-9953	284	3	no	no	INTJ
fuelectenerg-9953	284	4	.	.	NOUN
fuelectenerg-9953	284	5	4	4	NUM
fuelectenerg-9953	284	6	,	,	PUNCT
fuelectenerg-9953	284	7	pp	pp	ADJ
fuelectenerg-9953	284	8	.	.	PUNCT
fuelectenerg-9953	285	1	56–76	56–76	NUM
fuelectenerg-9953	285	2	,	,	PUNCT
fuelectenerg-9953	285	3	2008	2008	NUM
fuelectenerg-9953	285	4	.	.	PUNCT
fuelectenerg-9953	286	1	[	[	X
fuelectenerg-9953	286	2	9	9	NUM
fuelectenerg-9953	286	3	]	]	PUNCT
fuelectenerg-9953	286	4	s.	s.	PROPN
fuelectenerg-9953	286	5	omar	omar	PROPN
fuelectenerg-9953	286	6	,	,	PUNCT
fuelectenerg-9953	286	7	a.	a.	NOUN
fuelectenerg-9953	286	8	ngadi	ngadi	PROPN
fuelectenerg-9953	286	9	and	and	CCONJ
fuelectenerg-9953	286	10	h.	h.	PROPN
fuelectenerg-9953	286	11	h.	h.	PROPN
fuelectenerg-9953	286	12	jebur	jebur	PROPN
fuelectenerg-9953	286	13	,	,	PUNCT
fuelectenerg-9953	286	14	"	"	PUNCT
fuelectenerg-9953	286	15	machine	machine	NOUN
fuelectenerg-9953	286	16	learning	learn	VERB
fuelectenerg-9953	286	17	techniques	technique	NOUN
fuelectenerg-9953	286	18	for	for	ADP
fuelectenerg-9953	286	19	anomaly	anomaly	NOUN
fuelectenerg-9953	286	20	detection	detection	NOUN
fuelectenerg-9953	286	21	:	:	PUNCT
fuelectenerg-9953	286	22	an	an	DET
fuelectenerg-9953	286	23	overview	overview	NOUN
fuelectenerg-9953	286	24	,	,	PUNCT
fuelectenerg-9953	286	25	"	"	PUNCT
fuelectenerg-9953	286	26	international	international	ADJ
fuelectenerg-9953	286	27	journal	journal	NOUN
fuelectenerg-9953	286	28	of	of	ADP
fuelectenerg-9953	286	29	computer	computer	NOUN
fuelectenerg-9953	286	30	applications	application	NOUN
fuelectenerg-9953	286	31	,	,	PUNCT
fuelectenerg-9953	286	32	vol	vol	NOUN
fuelectenerg-9953	286	33	.	.	PROPN
fuelectenerg-9953	286	34	79	79	NUM
fuelectenerg-9953	286	35	,	,	PUNCT
fuelectenerg-9953	286	36	no	no	INTJ
fuelectenerg-9953	286	37	.	.	NOUN
fuelectenerg-9953	286	38	2	2	NUM
fuelectenerg-9953	286	39	,	,	PUNCT
fuelectenerg-9953	286	40	pp	pp	ADJ
fuelectenerg-9953	286	41	.	.	PUNCT
fuelectenerg-9953	287	1	33–41	33–41	NUM
fuelectenerg-9953	287	2	,	,	PUNCT
fuelectenerg-9953	287	3	october	october	PROPN
fuelectenerg-9953	287	4	2013	2013	NUM
fuelectenerg-9953	287	5	.	.	PUNCT
fuelectenerg-9953	288	1	[	[	X
fuelectenerg-9953	288	2	10	10	NUM
fuelectenerg-9953	288	3	]	]	X
fuelectenerg-9953	288	4	c.	c.	PROPN
fuelectenerg-9953	288	5	jie	jie	PROPN
fuelectenerg-9953	288	6	,	,	PUNCT
fuelectenerg-9953	288	7	l.	l.	PROPN
fuelectenerg-9953	288	8	jiawei	jiawei	PROPN
fuelectenerg-9953	288	9	,	,	PUNCT
fuelectenerg-9953	288	10	w.	w.	PROPN
fuelectenerg-9953	288	11	shulin	shulin	PROPN
fuelectenerg-9953	288	12	and	and	CCONJ
fuelectenerg-9953	288	13	y.	y.	PROPN
fuelectenerg-9953	288	14	sheng	sheng	PROPN
fuelectenerg-9953	288	15	,	,	PUNCT
fuelectenerg-9953	288	16	"	"	PUNCT
fuelectenerg-9953	288	17	feature	feature	NOUN
fuelectenerg-9953	288	18	selection	selection	NOUN
fuelectenerg-9953	288	19	in	in	ADP
fuelectenerg-9953	288	20	machine	machine	NOUN
fuelectenerg-9953	288	21	learning	learning	NOUN
fuelectenerg-9953	288	22	:	:	PUNCT
fuelectenerg-9953	288	23	a	a	DET
fuelectenerg-9953	288	24	new	new	ADJ
fuelectenerg-9953	288	25	perspective	perspective	NOUN
fuelectenerg-9953	288	26	,	,	PUNCT
fuelectenerg-9953	288	27	"	"	PUNCT
fuelectenerg-9953	288	28	neurocomputing	neurocomputing	NOUN
fuelectenerg-9953	288	29	,	,	PUNCT
fuelectenerg-9953	288	30	vol	vol	NOUN
fuelectenerg-9953	288	31	.	.	PROPN
fuelectenerg-9953	289	1	300	300	NUM
fuelectenerg-9953	289	2	,	,	PUNCT
fuelectenerg-9953	289	3	pp	pp	ADJ
fuelectenerg-9953	289	4	.	.	PUNCT
fuelectenerg-9953	290	1	70–79	70–79	ADV
fuelectenerg-9953	290	2	,	,	PUNCT
fuelectenerg-9953	290	3	26	26	NUM
fuelectenerg-9953	290	4	july	july	PROPN
fuelectenerg-9953	290	5	2018	2018	NUM
fuelectenerg-9953	290	6	.	.	PUNCT
fuelectenerg-9953	291	1	https://arxiv.org/ftp/arxiv/papers/2009/2009.06709.pdf	https://arxiv.org/ftp/arxiv/papers/2009/2009.06709.pdf	PROPN
fuelectenerg-9953	291	2	wk	wk	PROPN
fuelectenerg-9953	291	3	-	-	PUNCT
fuelectenerg-9953	291	4	fnn	fnn	PROPN
fuelectenerg-9953	291	5	design	design	NOUN
fuelectenerg-9953	291	6	for	for	ADP
fuelectenerg-9953	291	7	detection	detection	NOUN
fuelectenerg-9953	291	8	of	of	ADP
fuelectenerg-9953	291	9	anomalies	anomaly	NOUN
fuelectenerg-9953	291	10	in	in	ADP
fuelectenerg-9953	291	11	the	the	DET
fuelectenerg-9953	291	12	computer	computer	NOUN
fuelectenerg-9953	291	13	network	network	NOUN
fuelectenerg-9953	291	14	traffic	traffic	NOUN
fuelectenerg-9953	291	15	[	[	X
fuelectenerg-9953	291	16	11	11	NUM
fuelectenerg-9953	291	17	]	]	X
fuelectenerg-9953	291	18	d.	d.	PROPN
fuelectenerg-9953	291	19	protic	protic	NOUN
fuelectenerg-9953	291	20	,	,	PUNCT
fuelectenerg-9953	291	21	"	"	PUNCT
fuelectenerg-9953	291	22	review	review	NOUN
fuelectenerg-9953	291	23	of	of	ADP
fuelectenerg-9953	291	24	kdd	kdd	PROPN
fuelectenerg-9953	291	25	cup	cup	PROPN
fuelectenerg-9953	291	26	’	'	PUNCT
fuelectenerg-9953	291	27	99	99	NUM
fuelectenerg-9953	291	28	,	,	PUNCT
fuelectenerg-9953	291	29	nsl	nsl	PROPN
fuelectenerg-9953	291	30	-	-	PUNCT
fuelectenerg-9953	291	31	kdd	kdd	PROPN
fuelectenerg-9953	291	32	and	and	CCONJ
fuelectenerg-9953	291	33	kyoto	kyoto	PROPN
fuelectenerg-9953	291	34	2006	2006	NUM
fuelectenerg-9953	291	35	+	+	NUM
fuelectenerg-9953	291	36	datasets	dataset	NOUN
fuelectenerg-9953	291	37	,	,	PUNCT
fuelectenerg-9953	291	38	"	"	PUNCT
fuelectenerg-9953	291	39	military	military	ADJ
fuelectenerg-9953	291	40	technical	technical	ADJ
fuelectenerg-9953	291	41	courier	courier	NOUN
fuelectenerg-9953	291	42	,	,	PUNCT
fuelectenerg-9953	291	43	vol	vol	NOUN
fuelectenerg-9953	291	44	.	.	PROPN
fuelectenerg-9953	291	45	66	66	NUM
fuelectenerg-9953	291	46	,	,	PUNCT
fuelectenerg-9953	291	47	no	no	INTJ
fuelectenerg-9953	291	48	.	.	NOUN
fuelectenerg-9953	291	49	3	3	NUM
fuelectenerg-9953	291	50	,	,	PUNCT
fuelectenerg-9953	291	51	pp	pp	ADJ
fuelectenerg-9953	291	52	.	.	PUNCT
fuelectenerg-9953	292	1	580–595	580–595	NUM
fuelectenerg-9953	292	2	,	,	PUNCT
fuelectenerg-9953	292	3	2018	2018	NUM
fuelectenerg-9953	292	4	.	.	PUNCT
fuelectenerg-9953	293	1	[	[	X
fuelectenerg-9953	293	2	12	12	NUM
fuelectenerg-9953	293	3	]	]	X
fuelectenerg-9953	293	4	b.	b.	PROPN
fuelectenerg-9953	293	5	bohara	bohara	PROPN
fuelectenerg-9953	293	6	,	,	PUNCT
fuelectenerg-9953	293	7	j.	j.	PROPN
fuelectenerg-9953	293	8	bhuyan	bhuyan	PROPN
fuelectenerg-9953	293	9	,	,	PUNCT
fuelectenerg-9953	293	10	f.	f.	PROPN
fuelectenerg-9953	293	11	wu	wu	PROPN
fuelectenerg-9953	293	12	and	and	CCONJ
fuelectenerg-9953	293	13	j.	j.	PROPN
fuelectenerg-9953	293	14	ding	ding	PROPN
fuelectenerg-9953	293	15	,	,	PUNCT
fuelectenerg-9953	293	16	"	"	PUNCT
fuelectenerg-9953	293	17	a	a	DET
fuelectenerg-9953	293	18	survey	survey	NOUN
fuelectenerg-9953	293	19	on	on	ADP
fuelectenerg-9953	293	20	the	the	DET
fuelectenerg-9953	293	21	use	use	NOUN
fuelectenerg-9953	293	22	of	of	ADP
fuelectenerg-9953	293	23	data	datum	NOUN
fuelectenerg-9953	293	24	clustering	cluster	VERB
fuelectenerg-9953	293	25	for	for	ADP
fuelectenerg-9953	293	26	intrusion	intrusion	NOUN
fuelectenerg-9953	293	27	detection	detection	NOUN
fuelectenerg-9953	293	28	system	system	NOUN
fuelectenerg-9953	293	29	in	in	ADP
fuelectenerg-9953	293	30	cybersecurity	cybersecurity	NOUN
fuelectenerg-9953	293	31	,	,	PUNCT
fuelectenerg-9953	293	32	"	"	PUNCT
fuelectenerg-9953	293	33	int	int	NOUN
fuelectenerg-9953	293	34	.	.	PUNCT
fuelectenerg-9953	294	1	j.	j.	PROPN
fuelectenerg-9953	294	2	netw	netw	PROPN
fuelectenerg-9953	294	3	.	.	PUNCT
fuelectenerg-9953	295	1	secur	secur	PROPN
fuelectenerg-9953	295	2	.	.	PUNCT
fuelectenerg-9953	296	1	appl	appl	PROPN
fuelectenerg-9953	296	2	.	.	PROPN
fuelectenerg-9953	296	3	,	,	PUNCT
fuelectenerg-9953	296	4	vol	vol	NOUN
fuelectenerg-9953	296	5	.	.	PROPN
fuelectenerg-9953	296	6	12	12	NUM
fuelectenerg-9953	296	7	,	,	PUNCT
fuelectenerg-9953	296	8	no	no	INTJ
fuelectenerg-9953	296	9	.	.	NOUN
fuelectenerg-9953	296	10	1	1	NUM
fuelectenerg-9953	296	11	,	,	PUNCT
fuelectenerg-9953	296	12	pp	pp	ADJ
fuelectenerg-9953	296	13	.	.	PUNCT
fuelectenerg-9953	297	1	1–18	1–18	NUM
fuelectenerg-9953	297	2	,	,	PUNCT
fuelectenerg-9953	297	3	jan	jan	PROPN
fuelectenerg-9953	297	4	2020	2020	NUM
fuelectenerg-9953	297	5	.	.	PUNCT
fuelectenerg-9953	298	1	[	[	X
fuelectenerg-9953	298	2	13	13	NUM
fuelectenerg-9953	298	3	]	]	PUNCT
fuelectenerg-9953	298	4	a.	a.	NOUN
fuelectenerg-9953	298	5	thakkar	thakkar	NOUN
fuelectenerg-9953	298	6	and	and	CCONJ
fuelectenerg-9953	298	7	r.	r.	PROPN
fuelectenerg-9953	298	8	lohiya	lohiya	PROPN
fuelectenerg-9953	298	9	,	,	PUNCT
fuelectenerg-9953	298	10	"	"	PUNCT
fuelectenerg-9953	298	11	a	a	DET
fuelectenerg-9953	298	12	review	review	NOUN
fuelectenerg-9953	298	13	of	of	ADP
fuelectenerg-9953	298	14	the	the	DET
fuelectenerg-9953	298	15	advancement	advancement	NOUN
fuelectenerg-9953	298	16	int	int	NOUN
fuelectenerg-9953	298	17	the	the	DET
fuelectenerg-9953	298	18	intrusion	intrusion	NOUN
fuelectenerg-9953	298	19	detection	detection	NOUN
fuelectenerg-9953	298	20	datasets	dataset	NOUN
fuelectenerg-9953	298	21	,	,	PUNCT
fuelectenerg-9953	298	22	"	"	PUNCT
fuelectenerg-9953	298	23	international	international	ADJ
fuelectenerg-9953	298	24	conference	conference	NOUN
fuelectenerg-9953	298	25	on	on	ADP
fuelectenerg-9953	298	26	computational	computational	ADJ
fuelectenerg-9953	298	27	intelligence	intelligence	NOUN
fuelectenerg-9953	298	28	and	and	CCONJ
fuelectenerg-9953	298	29	data	data	NOUN
fuelectenerg-9953	298	30	science	science	NOUN
fuelectenerg-9953	298	31	(	(	PUNCT
fuelectenerg-9953	298	32	iccids	iccid	NOUN
fuelectenerg-9953	298	33	2019	2019	NUM
fuelectenerg-9953	298	34	)	)	PUNCT
fuelectenerg-9953	298	35	,	,	PUNCT
fuelectenerg-9953	298	36	procedia	procedia	NOUN
fuelectenerg-9953	298	37	computer	computer	NOUN
fuelectenerg-9953	298	38	science	science	NOUN
fuelectenerg-9953	298	39	,	,	PUNCT
fuelectenerg-9953	298	40	vol	vol	NOUN
fuelectenerg-9953	298	41	.	.	PROPN
fuelectenerg-9953	298	42	167	167	NUM
fuelectenerg-9953	298	43	,	,	PUNCT
fuelectenerg-9953	298	44	pp	pp	ADJ
fuelectenerg-9953	298	45	.	.	PUNCT
fuelectenerg-9953	299	1	636–645	636–645	NUM
fuelectenerg-9953	299	2	,	,	PUNCT
fuelectenerg-9953	299	3	2020	2020	NUM
fuelectenerg-9953	299	4	.	.	PUNCT
fuelectenerg-9953	300	1	[	[	X
fuelectenerg-9953	300	2	14	14	NUM
fuelectenerg-9953	300	3	]	]	PUNCT
fuelectenerg-9953	300	4	a.	a.	NOUN
fuelectenerg-9953	300	5	khraisat	khraisat	PROPN
fuelectenerg-9953	300	6	,	,	PUNCT
fuelectenerg-9953	300	7	i.	i.	NOUN
fuelectenerg-9953	300	8	gondal	gondal	PROPN
fuelectenerg-9953	300	9	,	,	PUNCT
fuelectenerg-9953	300	10	p.	p.	NOUN
fuelectenerg-9953	300	11	vamplew	vamplew	NOUN
fuelectenerg-9953	300	12	and	and	CCONJ
fuelectenerg-9953	300	13	j.	j.	PROPN
fuelectenerg-9953	300	14	kamruzzaman	kamruzzaman	PROPN
fuelectenerg-9953	300	15	,	,	PUNCT
fuelectenerg-9953	300	16	"	"	PUNCT
fuelectenerg-9953	300	17	survey	survey	NOUN
fuelectenerg-9953	300	18	of	of	ADP
fuelectenerg-9953	300	19	intrusion	intrusion	NOUN
fuelectenerg-9953	300	20	detection	detection	NOUN
fuelectenerg-9953	300	21	systems	system	NOUN
fuelectenerg-9953	300	22	:	:	PUNCT
fuelectenerg-9953	300	23	techniques	technique	NOUN
fuelectenerg-9953	300	24	,	,	PUNCT
fuelectenerg-9953	300	25	datasets	dataset	NOUN
fuelectenerg-9953	300	26	and	and	CCONJ
fuelectenerg-9953	300	27	challenges	challenge	NOUN
fuelectenerg-9953	300	28	,	,	PUNCT
fuelectenerg-9953	300	29	"	"	PUNCT
fuelectenerg-9953	300	30	cybersecurity	cybersecurity	NOUN
fuelectenerg-9953	300	31	,	,	PUNCT
fuelectenerg-9953	300	32	pp	pp	PROPN
fuelectenerg-9953	300	33	.	.	PUNCT
fuelectenerg-9953	301	1	2–20	2–20	ADJ
fuelectenerg-9953	301	2	,	,	PUNCT
fuelectenerg-9953	301	3	2019	2019	NUM
fuelectenerg-9953	301	4	.	.	PUNCT
fuelectenerg-9953	302	1	[	[	X
fuelectenerg-9953	302	2	15	15	NUM
fuelectenerg-9953	302	3	]	]	X
fuelectenerg-9953	302	4	s.	s.	PROPN
fuelectenerg-9953	302	5	khalid	khalid	PROPN
fuelectenerg-9953	302	6	,	,	PUNCT
fuelectenerg-9953	302	7	t.	t.	PROPN
fuelectenerg-9953	302	8	khalil	khalil	PROPN
fuelectenerg-9953	302	9	and	and	CCONJ
fuelectenerg-9953	302	10	s.	s.	PROPN
fuelectenerg-9953	302	11	nasreen	nasreen	PROPN
fuelectenerg-9953	302	12	,	,	PUNCT
fuelectenerg-9953	302	13	"	"	PUNCT
fuelectenerg-9953	302	14	a	a	DET
fuelectenerg-9953	302	15	survey	survey	NOUN
fuelectenerg-9953	302	16	of	of	ADP
fuelectenerg-9953	302	17	feature	feature	NOUN
fuelectenerg-9953	302	18	selection	selection	NOUN
fuelectenerg-9953	302	19	and	and	CCONJ
fuelectenerg-9953	302	20	feature	feature	NOUN
fuelectenerg-9953	302	21	extraction	extraction	NOUN
fuelectenerg-9953	302	22	techniques	technique	NOUN
fuelectenerg-9953	302	23	in	in	ADP
fuelectenerg-9953	302	24	machine	machine	NOUN
fuelectenerg-9953	302	25	learning	learning	NOUN
fuelectenerg-9953	302	26	,	,	PUNCT
fuelectenerg-9953	302	27	"	"	PUNCT
fuelectenerg-9953	302	28	in	in	ADP
fuelectenerg-9953	302	29	proceedings	proceeding	NOUN
fuelectenerg-9953	302	30	of	of	ADP
fuelectenerg-9953	302	31	the	the	DET
fuelectenerg-9953	302	32	2014	2014	NUM
fuelectenerg-9953	302	33	science	science	NOUN
fuelectenerg-9953	302	34	and	and	CCONJ
fuelectenerg-9953	302	35	information	information	NOUN
fuelectenerg-9953	302	36	conference	conference	NOUN
fuelectenerg-9953	302	37	,	,	PUNCT
fuelectenerg-9953	302	38	2014	2014	NUM
fuelectenerg-9953	302	39	,	,	PUNCT
fuelectenerg-9953	302	40	pp	pp	ADP
fuelectenerg-9953	302	41	.	.	PUNCT
fuelectenerg-9953	303	1	372–378	372–378	NUM
fuelectenerg-9953	303	2	.	.	PUNCT
fuelectenerg-9953	304	1	[	[	X
fuelectenerg-9953	304	2	16	16	NUM
fuelectenerg-9953	304	3	]	]	X
fuelectenerg-9953	304	4	o.	o.	PROPN
fuelectenerg-9953	304	5	osanaiye	osanaiye	PROPN
fuelectenerg-9953	304	6	,	,	PUNCT
fuelectenerg-9953	304	7	o.	o.	PROPN
fuelectenerg-9953	304	8	ogundile	ogundile	PROPN
fuelectenerg-9953	304	9	,	,	PUNCT
fuelectenerg-9953	304	10	f.	f.	PROPN
fuelectenerg-9953	304	11	aina	aina	PROPN
fuelectenerg-9953	304	12	anda	anda	PROPN
fuelectenerg-9953	304	13	.	.	PUNCT
fuelectenerg-9953	305	1	periola	periola	PROPN
fuelectenerg-9953	305	2	,	,	PUNCT
fuelectenerg-9953	305	3	"	"	PUNCT
fuelectenerg-9953	305	4	feature	feature	NOUN
fuelectenerg-9953	305	5	selection	selection	NOUN
fuelectenerg-9953	305	6	for	for	ADP
fuelectenerg-9953	305	7	intrusion	intrusion	NOUN
fuelectenerg-9953	305	8	detection	detection	NOUN
fuelectenerg-9953	305	9	system	system	NOUN
fuelectenerg-9953	305	10	in	in	ADP
fuelectenerg-9953	305	11	a	a	DET
fuelectenerg-9953	305	12	cluster	cluster	NOUN
fuelectenerg-9953	305	13	-	-	PUNCT
fuelectenerg-9953	305	14	based	base	VERB
fuelectenerg-9953	305	15	heterogeneous	heterogeneous	ADJ
fuelectenerg-9953	305	16	wireless	wireless	ADJ
fuelectenerg-9953	305	17	sensor	sensor	NOUN
fuelectenerg-9953	305	18	network	network	NOUN
fuelectenerg-9953	305	19	,	,	PUNCT
fuelectenerg-9953	305	20	"	"	PUNCT
fuelectenerg-9953	305	21	facta	facta	PROPN
fuelectenerg-9953	305	22	universitatis	universitatis	PROPN
fuelectenerg-9953	305	23	,	,	PUNCT
fuelectenerg-9953	305	24	series	series	NOUN
fuelectenerg-9953	305	25	:	:	PUNCT
fuelectenerg-9953	305	26	electronics	electronic	NOUN
fuelectenerg-9953	305	27	and	and	CCONJ
fuelectenerg-9953	305	28	energetics	energetic	NOUN
fuelectenerg-9953	305	29	,	,	PUNCT
fuelectenerg-9953	305	30	vol	vol	NOUN
fuelectenerg-9953	305	31	.	.	PROPN
fuelectenerg-9953	306	1	32	32	NUM
fuelectenerg-9953	306	2	,	,	PUNCT
fuelectenerg-9953	306	3	no	no	INTJ
fuelectenerg-9953	306	4	.	.	NOUN
fuelectenerg-9953	306	5	2	2	NUM
fuelectenerg-9953	306	6	,	,	PUNCT
fuelectenerg-9953	306	7	pp	pp	ADJ
fuelectenerg-9953	306	8	.	.	PUNCT
fuelectenerg-9953	307	1	315–330	315–330	NUM
fuelectenerg-9953	307	2	,	,	PUNCT
fuelectenerg-9953	307	3	june	june	PROPN
fuelectenerg-9953	307	4	2019	2019	NUM
fuelectenerg-9953	307	5	.	.	PUNCT
fuelectenerg-9953	308	1	[	[	X
fuelectenerg-9953	308	2	17	17	NUM
fuelectenerg-9953	308	3	]	]	X
fuelectenerg-9953	308	4	m.	m.	NOUN
fuelectenerg-9953	308	5	bahrololum	bahrololum	PROPN
fuelectenerg-9953	308	6	,	,	PUNCT
fuelectenerg-9953	308	7	e.	e.	PROPN
fuelectenerg-9953	308	8	salahi	salahi	PROPN
fuelectenerg-9953	308	9	and	and	CCONJ
fuelectenerg-9953	308	10	m.	m.	PROPN
fuelectenerg-9953	308	11	khaleghi	khaleghi	PROPN
fuelectenerg-9953	308	12	,	,	PUNCT
fuelectenerg-9953	308	13	"	"	PUNCT
fuelectenerg-9953	308	14	machine	machine	NOUN
fuelectenerg-9953	308	15	learning	learn	VERB
fuelectenerg-9953	308	16	techniques	technique	NOUN
fuelectenerg-9953	308	17	for	for	ADP
fuelectenerg-9953	308	18	feature	feature	NOUN
fuelectenerg-9953	308	19	reduction	reduction	NOUN
fuelectenerg-9953	308	20	in	in	ADP
fuelectenerg-9953	308	21	intrusion	intrusion	NOUN
fuelectenerg-9953	308	22	detection	detection	NOUN
fuelectenerg-9953	308	23	systems	system	NOUN
fuelectenerg-9953	308	24	:	:	PUNCT
fuelectenerg-9953	308	25	a	a	DET
fuelectenerg-9953	308	26	comparison	comparison	NOUN
fuelectenerg-9953	308	27	,	,	PUNCT
fuelectenerg-9953	308	28	"	"	PUNCT
fuelectenerg-9953	308	29	in	in	ADP
fuelectenerg-9953	308	30	proceedings	proceeding	NOUN
fuelectenerg-9953	308	31	of	of	ADP
fuelectenerg-9953	308	32	the	the	DET
fuelectenerg-9953	308	33	2009	2009	NUM
fuelectenerg-9953	308	34	fourth	fourth	ADJ
fuelectenerg-9953	308	35	international	international	ADJ
fuelectenerg-9953	308	36	conference	conference	NOUN
fuelectenerg-9953	308	37	on	on	ADP
fuelectenerg-9953	308	38	computer	computer	NOUN
fuelectenerg-9953	308	39	sciences	science	NOUN
fuelectenerg-9953	308	40	and	and	CCONJ
fuelectenerg-9953	308	41	convergence	convergence	NOUN
fuelectenerg-9953	308	42	information	information	NOUN
fuelectenerg-9953	308	43	technology	technology	NOUN
fuelectenerg-9953	308	44	,	,	PUNCT
fuelectenerg-9953	308	45	pp	pp	ADJ
fuelectenerg-9953	308	46	.	.	PUNCT
fuelectenerg-9953	308	47	1091	1091	NUM
fuelectenerg-9953	308	48	-	-	SYM
fuelectenerg-9953	308	49	1095	1095	NUM
fuelectenerg-9953	308	50	,	,	PUNCT
fuelectenerg-9953	308	51	2009	2009	NUM
fuelectenerg-9953	308	52	.	.	PUNCT
fuelectenerg-9953	309	1	[	[	X
fuelectenerg-9953	309	2	18	18	NUM
fuelectenerg-9953	309	3	]	]	X
fuelectenerg-9953	309	4	y.	y.	PROPN
fuelectenerg-9953	309	5	-g	-g	PROPN
fuelectenerg-9953	309	6	.	.	PUNCT
fuelectenerg-9953	309	7	cheong	cheong	PROPN
fuelectenerg-9953	309	8	,	,	PUNCT
fuelectenerg-9953	309	9	k.	k.	PROPN
fuelectenerg-9953	309	10	park	park	PROPN
fuelectenerg-9953	309	11	,	,	PUNCT
fuelectenerg-9953	309	12	h.	h.	PROPN
fuelectenerg-9953	309	13	kim	kim	PROPN
fuelectenerg-9953	309	14	,	,	PUNCT
fuelectenerg-9953	309	15	j.	j.	PROPN
fuelectenerg-9953	309	16	kim	kim	PROPN
fuelectenerg-9953	309	17	and	and	CCONJ
fuelectenerg-9953	309	18	s.	s.	PROPN
fuelectenerg-9953	309	19	hyun	hyun	PROPN
fuelectenerg-9953	309	20	,	,	PUNCT
fuelectenerg-9953	309	21	"	"	PUNCT
fuelectenerg-9953	309	22	machine	machine	NOUN
fuelectenerg-9953	309	23	learning	learning	NOUN
fuelectenerg-9953	309	24	based	base	VERB
fuelectenerg-9953	309	25	intrusion	intrusion	NOUN
fuelectenerg-9953	309	26	detection	detection	NOUN
fuelectenerg-9953	309	27	systems	system	NOUN
fuelectenerg-9953	309	28	for	for	ADP
fuelectenerg-9953	309	29	class	class	NOUN
fuelectenerg-9953	309	30	imbalanced	imbalanced	ADJ
fuelectenerg-9953	309	31	datasets	dataset	NOUN
fuelectenerg-9953	309	32	,	,	PUNCT
fuelectenerg-9953	309	33	"	"	PUNCT
fuelectenerg-9953	309	34	journal	journal	NOUN
fuelectenerg-9953	309	35	of	of	ADP
fuelectenerg-9953	309	36	the	the	DET
fuelectenerg-9953	309	37	korea	korea	PROPN
fuelectenerg-9953	309	38	institute	institute	PROPN
fuelectenerg-9953	309	39	of	of	ADP
fuelectenerg-9953	309	40	information	information	NOUN
fuelectenerg-9953	309	41	security	security	NOUN
fuelectenerg-9953	309	42	and	and	CCONJ
fuelectenerg-9953	309	43	cryptology	cryptology	NOUN
fuelectenerg-9953	309	44	,	,	PUNCT
fuelectenerg-9953	309	45	vol	vol	NOUN
fuelectenerg-9953	309	46	.	.	PROPN
fuelectenerg-9953	309	47	27	27	NUM
fuelectenerg-9953	309	48	,	,	PUNCT
fuelectenerg-9953	309	49	no	no	INTJ
fuelectenerg-9953	309	50	.	.	NOUN
fuelectenerg-9953	309	51	6	6	NUM
fuelectenerg-9953	309	52	,	,	PUNCT
fuelectenerg-9953	309	53	2017	2017	NUM
fuelectenerg-9953	309	54	,	,	PUNCT
fuelectenerg-9953	309	55	pp	pp	ADJ
fuelectenerg-9953	309	56	.	.	PUNCT
fuelectenerg-9953	309	57	1385–1395	1385–1395	NUM
fuelectenerg-9953	309	58	.	.	PUNCT
fuelectenerg-9953	310	1	[	[	X
fuelectenerg-9953	310	2	19	19	NUM
fuelectenerg-9953	310	3	]	]	X
fuelectenerg-9953	310	4	d.	d.	PROPN
fuelectenerg-9953	310	5	protic	protic	PROPN
fuelectenerg-9953	310	6	and	and	CCONJ
fuelectenerg-9953	310	7	m.	m.	NOUN
fuelectenerg-9953	310	8	stankovic	stankovic	PROPN
fuelectenerg-9953	310	9	,	,	PUNCT
fuelectenerg-9953	310	10	"	"	PUNCT
fuelectenerg-9953	310	11	detection	detection	NOUN
fuelectenerg-9953	310	12	of	of	ADP
fuelectenerg-9953	310	13	anomalies	anomaly	NOUN
fuelectenerg-9953	310	14	in	in	ADP
fuelectenerg-9953	310	15	the	the	DET
fuelectenerg-9953	310	16	computer	computer	NOUN
fuelectenerg-9953	310	17	network	network	NOUN
fuelectenerg-9953	310	18	behaviour	behaviour	NOUN
fuelectenerg-9953	310	19	,	,	PUNCT
fuelectenerg-9953	310	20	"	"	PUNCT
fuelectenerg-9953	310	21	european	european	ADJ
fuelectenerg-9953	310	22	journal	journal	NOUN
fuelectenerg-9953	310	23	of	of	ADP
fuelectenerg-9953	310	24	engineering	engineering	NOUN
fuelectenerg-9953	310	25	and	and	CCONJ
fuelectenerg-9953	310	26	formal	formal	ADJ
fuelectenerg-9953	310	27	sciences	science	NOUN
fuelectenerg-9953	310	28	,	,	PUNCT
fuelectenerg-9953	310	29	vol	vol	NOUN
fuelectenerg-9953	310	30	.	.	PROPN
fuelectenerg-9953	310	31	4	4	NUM
fuelectenerg-9953	310	32	,	,	PUNCT
fuelectenerg-9953	310	33	no	no	INTJ
fuelectenerg-9953	310	34	.	.	NOUN
fuelectenerg-9953	310	35	1	1	NUM
fuelectenerg-9953	310	36	,	,	PUNCT
fuelectenerg-9953	310	37	pp	pp	ADJ
fuelectenerg-9953	310	38	.	.	PUNCT
fuelectenerg-9953	311	1	7–13	7–13	NOUN
fuelectenerg-9953	311	2	,	,	PUNCT
fuelectenerg-9953	311	3	2020	2020	NUM
fuelectenerg-9953	311	4	.	.	PUNCT
fuelectenerg-9953	312	1	[	[	X
fuelectenerg-9953	312	2	20	20	NUM
fuelectenerg-9953	312	3	]	]	X
fuelectenerg-9953	312	4	ming	ming	PROPN
fuelectenerg-9953	312	5	-	-	PUNCT
fuelectenerg-9953	312	6	yang	yang	PROPN
fuelectenerg-9953	312	7	su	su	PROPN
fuelectenerg-9953	312	8	,	,	PUNCT
fuelectenerg-9953	312	9	"	"	PUNCT
fuelectenerg-9953	312	10	real	real	ADJ
fuelectenerg-9953	312	11	-	-	PUNCT
fuelectenerg-9953	312	12	time	time	NOUN
fuelectenerg-9953	312	13	anomaly	anomaly	NOUN
fuelectenerg-9953	312	14	detection	detection	NOUN
fuelectenerg-9953	312	15	systems	system	NOUN
fuelectenerg-9953	312	16	for	for	ADP
fuelectenerg-9953	312	17	denial	denial	NOUN
fuelectenerg-9953	312	18	-	-	PUNCT
fuelectenerg-9953	312	19	of	of	ADP
fuelectenerg-9953	312	20	-	-	PUNCT
fuelectenerg-9953	312	21	service	service	NOUN
fuelectenerg-9953	312	22	attacks	attack	NOUN
fuelectenerg-9953	312	23	by	by	ADP
fuelectenerg-9953	312	24	weighted	weight	VERB
fuelectenerg-9953	312	25	k	k	PROPN
fuelectenerg-9953	312	26	-	-	PUNCT
fuelectenerg-9953	312	27	nearest	near	ADJ
fuelectenerg-9953	312	28	neighbor	neighbor	NOUN
fuelectenerg-9953	312	29	classifier	classifier	NOUN
fuelectenerg-9953	312	30	,	,	PUNCT
fuelectenerg-9953	312	31	"	"	PUNCT
fuelectenerg-9953	312	32	expert	expert	NOUN
fuelectenerg-9953	312	33	systems	system	NOUN
fuelectenerg-9953	312	34	with	with	ADP
fuelectenerg-9953	312	35	applications	application	NOUN
fuelectenerg-9953	312	36	,	,	PUNCT
fuelectenerg-9953	312	37	vol	vol	NOUN
fuelectenerg-9953	312	38	.	.	PROPN
fuelectenerg-9953	312	39	38	38	NUM
fuelectenerg-9953	312	40	,	,	PUNCT
fuelectenerg-9953	312	41	no	no	INTJ
fuelectenerg-9953	312	42	.	.	NOUN
fuelectenerg-9953	312	43	4	4	NUM
fuelectenerg-9953	312	44	,	,	PUNCT
fuelectenerg-9953	312	45	pp	pp	ADJ
fuelectenerg-9953	312	46	.	.	PUNCT
fuelectenerg-9953	313	1	3492–3498	3492–3498	NUM
fuelectenerg-9953	313	2	,	,	PUNCT
fuelectenerg-9953	313	3	april	april	PROPN
fuelectenerg-9953	313	4	2011	2011	NUM
fuelectenerg-9953	313	5	.	.	PUNCT
fuelectenerg-9953	314	1	[	[	X
fuelectenerg-9953	314	2	21	21	NUM
fuelectenerg-9953	314	3	]	]	X
fuelectenerg-9953	314	4	j.	j.	PROPN
fuelectenerg-9953	314	5	dhar	dhar	PROPN
fuelectenerg-9953	314	6	,	,	PUNCT
fuelectenerg-9953	314	7	a.	a.	NOUN
fuelectenerg-9953	314	8	shukla	shukla	NOUN
fuelectenerg-9953	314	9	,	,	PUNCT
fuelectenerg-9953	314	10	m.	m.	NOUN
fuelectenerg-9953	314	11	kumar	kumar	PROPN
fuelectenerg-9953	314	12	and	and	CCONJ
fuelectenerg-9953	314	13	p.	p.	PROPN
fuelectenerg-9953	314	14	gupta	gupta	PROPN
fuelectenerg-9953	314	15	,	,	PUNCT
fuelectenerg-9953	314	16	"	"	PUNCT
fuelectenerg-9953	314	17	a	a	DET
fuelectenerg-9953	314	18	weighted	weight	VERB
fuelectenerg-9953	314	19	mutual	mutual	ADJ
fuelectenerg-9953	314	20	k	k	NOUN
fuelectenerg-9953	314	21	-	-	PUNCT
fuelectenerg-9953	314	22	nearest	near	ADJ
fuelectenerg-9953	314	23	neighbour	neighbour	NOUN
fuelectenerg-9953	314	24	for	for	ADP
fuelectenerg-9953	314	25	classification	classification	NOUN
fuelectenerg-9953	314	26	mining	mining	NOUN
fuelectenerg-9953	314	27	,	,	PUNCT
fuelectenerg-9953	314	28	"	"	PUNCT
fuelectenerg-9953	314	29	arxiv.org	arxiv.org	X
fuelectenerg-9953	314	30	.	.	PROPN
fuelectenerg-9953	314	31	submitted	submit	VERB
fuelectenerg-9953	314	32	on	on	ADP
fuelectenerg-9953	314	33	14	14	NUM
fuelectenerg-9953	314	34	may	may	PROPN
fuelectenerg-9953	314	35	2020	2020	NUM
fuelectenerg-9953	314	36	.	.	PUNCT
fuelectenerg-9953	315	1	https://arxiv.org/abs/2005.08640	https://arxiv.org/abs/2005.08640	PROPN
fuelectenerg-9953	316	1	[	[	X
fuelectenerg-9953	316	2	cs.lg	cs.lg	PROPN
fuelectenerg-9953	316	3	]	]	PUNCT
fuelectenerg-9953	316	4	.	.	PUNCT
fuelectenerg-9953	317	1	[	[	X
fuelectenerg-9953	317	2	22	22	NUM
fuelectenerg-9953	317	3	]	]	PUNCT
fuelectenerg-9953	317	4	c.	c.	NOUN
fuelectenerg-9953	317	5	callegari	callegari	PROPN
fuelectenerg-9953	317	6	,	,	PUNCT
fuelectenerg-9953	317	7	s.	s.	PROPN
fuelectenerg-9953	317	8	giordano	giordano	PROPN
fuelectenerg-9953	317	9	and	and	CCONJ
fuelectenerg-9953	317	10	m.	m.	PROPN
fuelectenerg-9953	317	11	pagano	pagano	PROPN
fuelectenerg-9953	317	12	,	,	PUNCT
fuelectenerg-9953	317	13	"	"	PUNCT
fuelectenerg-9953	317	14	neural	neural	ADJ
fuelectenerg-9953	317	15	network	network	NOUN
fuelectenerg-9953	317	16	based	base	VERB
fuelectenerg-9953	317	17	anomaly	anomaly	PROPN
fuelectenerg-9953	317	18	detection	detection	NOUN
fuelectenerg-9953	317	19	,	,	PUNCT
fuelectenerg-9953	317	20	"	"	PUNCT
fuelectenerg-9953	317	21	in	in	ADP
fuelectenerg-9953	317	22	proceedings	proceeding	NOUN
fuelectenerg-9953	317	23	of	of	ADP
fuelectenerg-9953	317	24	the	the	DET
fuelectenerg-9953	317	25	2014	2014	NUM
fuelectenerg-9953	317	26	ieee	ieee	NOUN
fuelectenerg-9953	317	27	19th	19th	ADJ
fuelectenerg-9953	317	28	international	international	ADJ
fuelectenerg-9953	317	29	workshop	workshop	NOUN
fuelectenerg-9953	317	30	on	on	ADP
fuelectenerg-9953	317	31	computer	computer	NOUN
fuelectenerg-9953	317	32	aided	aid	VERB
fuelectenerg-9953	317	33	modeling	modeling	NOUN
fuelectenerg-9953	317	34	and	and	CCONJ
fuelectenerg-9953	317	35	design	design	NOUN
fuelectenerg-9953	317	36	of	of	ADP
fuelectenerg-9953	317	37	communication	communication	NOUN
fuelectenerg-9953	317	38	links	link	NOUN
fuelectenerg-9953	317	39	and	and	CCONJ
fuelectenerg-9953	317	40	networks	network	NOUN
fuelectenerg-9953	317	41	(	(	PUNCT
fuelectenerg-9953	317	42	camad	camad	NOUN
fuelectenerg-9953	317	43	)	)	PUNCT
fuelectenerg-9953	317	44	,	,	PUNCT
fuelectenerg-9953	317	45	2014	2014	NUM
fuelectenerg-9953	317	46	,	,	PUNCT
fuelectenerg-9953	317	47	pp	pp	ADJ
fuelectenerg-9953	317	48	.	.	PUNCT
fuelectenerg-9953	318	1	310–314	310–314	NUM
fuelectenerg-9953	318	2	.	.	PUNCT
fuelectenerg-9953	319	1	[	[	X
fuelectenerg-9953	319	2	23	23	NUM
fuelectenerg-9953	319	3	]	]	X
fuelectenerg-9953	319	4	f.	f.	PROPN
fuelectenerg-9953	319	5	haddadi	haddadi	PROPN
fuelectenerg-9953	319	6	,	,	PUNCT
fuelectenerg-9953	319	7	s.	s.	PROPN
fuelectenerg-9953	319	8	khanchi	khanchi	PROPN
fuelectenerg-9953	319	9	,	,	PUNCT
fuelectenerg-9953	319	10	m.	m.	NOUN
fuelectenerg-9953	319	11	shetabi	shetabi	NOUN
fuelectenerg-9953	319	12	and	and	CCONJ
fuelectenerg-9953	319	13	v.	v.	ADP
fuelectenerg-9953	319	14	derhami	derhami	NOUN
fuelectenerg-9953	319	15	,	,	PUNCT
fuelectenerg-9953	319	16	"	"	PUNCT
fuelectenerg-9953	319	17	intrusion	intrusion	NOUN
fuelectenerg-9953	319	18	detection	detection	NOUN
fuelectenerg-9953	319	19	and	and	CCONJ
fuelectenerg-9953	319	20	attack	attack	NOUN
fuelectenerg-9953	319	21	classification	classification	NOUN
fuelectenerg-9953	319	22	using	use	VERB
fuelectenerg-9953	319	23	feed	feed	NOUN
fuelectenerg-9953	319	24	-	-	PUNCT
fuelectenerg-9953	319	25	forward	forward	ADV
fuelectenerg-9953	319	26	neural	neural	ADJ
fuelectenerg-9953	319	27	network	network	NOUN
fuelectenerg-9953	319	28	,	,	PUNCT
fuelectenerg-9953	319	29	"	"	PUNCT
fuelectenerg-9953	319	30	in	in	ADP
fuelectenerg-9953	319	31	proceedings	proceeding	NOUN
fuelectenerg-9953	319	32	of	of	ADP
fuelectenerg-9953	319	33	the	the	DET
fuelectenerg-9953	319	34	2010	2010	NUM
fuelectenerg-9953	319	35	second	second	ADJ
fuelectenerg-9953	319	36	international	international	ADJ
fuelectenerg-9953	319	37	conference	conference	NOUN
fuelectenerg-9953	319	38	on	on	ADP
fuelectenerg-9953	319	39	computer	computer	NOUN
fuelectenerg-9953	319	40	and	and	CCONJ
fuelectenerg-9953	319	41	network	network	NOUN
fuelectenerg-9953	319	42	technology	technology	NOUN
fuelectenerg-9953	319	43	,	,	PUNCT
fuelectenerg-9953	319	44	2010	2010	NUM
fuelectenerg-9953	319	45	,	,	PUNCT
fuelectenerg-9953	319	46	pp	pp	ADV
fuelectenerg-9953	319	47	.	.	PUNCT
fuelectenerg-9953	320	1	262–266	262–266	NUM
fuelectenerg-9953	320	2	.	.	PUNCT
fuelectenerg-9953	321	1	[	[	X
fuelectenerg-9953	321	2	24	24	NUM
fuelectenerg-9953	321	3	]	]	PUNCT
fuelectenerg-9953	321	4	b.	b.	PROPN
fuelectenerg-9953	321	5	subba	subba	PROPN
fuelectenerg-9953	321	6	,	,	PUNCT
fuelectenerg-9953	321	7	s.	s.	PROPN
fuelectenerg-9953	321	8	biswas	biswas	PROPN
fuelectenerg-9953	321	9	and	and	CCONJ
fuelectenerg-9953	321	10	s.	s.	PROPN
fuelectenerg-9953	321	11	karmakar	karmakar	PROPN
fuelectenerg-9953	321	12	,	,	PUNCT
fuelectenerg-9953	321	13	"	"	PUNCT
fuelectenerg-9953	321	14	a	a	DET
fuelectenerg-9953	321	15	neural	neural	ADJ
fuelectenerg-9953	321	16	network	network	NOUN
fuelectenerg-9953	321	17	based	base	VERB
fuelectenerg-9953	321	18	system	system	NOUN
fuelectenerg-9953	321	19	for	for	ADP
fuelectenerg-9953	321	20	intrusion	intrusion	NOUN
fuelectenerg-9953	321	21	detection	detection	NOUN
fuelectenerg-9953	321	22	and	and	CCONJ
fuelectenerg-9953	321	23	attack	attack	NOUN
fuelectenerg-9953	321	24	classification	classification	NOUN
fuelectenerg-9953	321	25	,	,	PUNCT
fuelectenerg-9953	321	26	"	"	PUNCT
fuelectenerg-9953	321	27	in	in	ADP
fuelectenerg-9953	321	28	proceedings	proceeding	NOUN
fuelectenerg-9953	321	29	of	of	ADP
fuelectenerg-9953	321	30	the	the	DET
fuelectenerg-9953	321	31	2016	2016	NUM
fuelectenerg-9953	321	32	twenty	twenty	NUM
fuelectenerg-9953	321	33	second	second	ADJ
fuelectenerg-9953	321	34	national	national	ADJ
fuelectenerg-9953	321	35	conference	conference	NOUN
fuelectenerg-9953	321	36	on	on	ADP
fuelectenerg-9953	321	37	communication	communication	NOUN
fuelectenerg-9953	321	38	(	(	PUNCT
fuelectenerg-9953	321	39	ncc	ncc	NOUN
fuelectenerg-9953	321	40	)	)	PUNCT
fuelectenerg-9953	321	41	,	,	PUNCT
fuelectenerg-9953	321	42	2016	2016	NUM
fuelectenerg-9953	321	43	,	,	PUNCT
fuelectenerg-9953	321	44	pp	pp	ADV
fuelectenerg-9953	321	45	.	.	PUNCT
fuelectenerg-9953	322	1	1–6	1–6	X
fuelectenerg-9953	322	2	.	.	PUNCT
fuelectenerg-9953	323	1	[	[	X
fuelectenerg-9953	323	2	25	25	NUM
fuelectenerg-9953	323	3	]	]	X
fuelectenerg-9953	323	4	d.	d.	PROPN
fuelectenerg-9953	323	5	protic	protic	PROPN
fuelectenerg-9953	323	6	and	and	CCONJ
fuelectenerg-9953	323	7	m.	m.	NOUN
fuelectenerg-9953	323	8	stankovic	stankovic	PROPN
fuelectenerg-9953	323	9	,	,	PUNCT
fuelectenerg-9953	323	10	"	"	PUNCT
fuelectenerg-9953	323	11	а	а	PROPN
fuelectenerg-9953	323	12	hybrid	hybrid	ADJ
fuelectenerg-9953	323	13	model	model	NOUN
fuelectenerg-9953	323	14	for	for	ADP
fuelectenerg-9953	323	15	anomaly	anomaly	NOUN
fuelectenerg-9953	323	16	-	-	PUNCT
fuelectenerg-9953	323	17	based	base	VERB
fuelectenerg-9953	323	18	intrusion	intrusion	NOUN
fuelectenerg-9953	323	19	detection	detection	NOUN
fuelectenerg-9953	323	20	in	in	ADP
fuelectenerg-9953	323	21	complex	complex	ADJ
fuelectenerg-9953	323	22	computer	computer	NOUN
fuelectenerg-9953	323	23	networks	network	NOUN
fuelectenerg-9953	323	24	,	,	PUNCT
fuelectenerg-9953	323	25	"	"	PUNCT
fuelectenerg-9953	323	26	in	in	ADP
fuelectenerg-9953	323	27	proceedings	proceeding	NOUN
fuelectenerg-9953	323	28	of	of	ADP
fuelectenerg-9953	323	29	the	the	DET
fuelectenerg-9953	323	30	21st	21st	ADJ
fuelectenerg-9953	323	31	international	international	ADJ
fuelectenerg-9953	323	32	arab	arab	ADJ
fuelectenerg-9953	323	33	conference	conference	NOUN
fuelectenerg-9953	323	34	on	on	ADP
fuelectenerg-9953	323	35	information	information	NOUN
fuelectenerg-9953	323	36	technology	technology	NOUN
fuelectenerg-9953	323	37	,	,	PUNCT
fuelectenerg-9953	323	38	6th	6th	NOUN
fuelectenerg-9953	323	39	of	of	ADP
fuelectenerg-9953	323	40	october	october	PROPN
fuelectenerg-9953	323	41	2020	2020	NUM
fuelectenerg-9953	323	42	,	,	PUNCT
fuelectenerg-9953	323	43	giza	giza	PROPN
fuelectenerg-9953	323	44	,	,	PUNCT
fuelectenerg-9953	323	45	egypt	egypt	PROPN
fuelectenerg-9953	323	46	,	,	PUNCT
fuelectenerg-9953	323	47	pp	pp	X
fuelectenerg-9953	323	48	.	.	PUNCT
fuelectenerg-9953	324	1	1–8	1–8	X
fuelectenerg-9953	324	2	.	.	PUNCT
fuelectenerg-9953	325	1	[	[	X
fuelectenerg-9953	325	2	26	26	NUM
fuelectenerg-9953	325	3	]	]	PUNCT
fuelectenerg-9953	325	4	s.	s.	PROPN
fuelectenerg-9953	325	5	k.	k.	PROPN
fuelectenerg-9953	325	6	gutam	gutam	PROPN
fuelectenerg-9953	325	7	and	and	CCONJ
fuelectenerg-9953	325	8	h.	h.	PROPN
fuelectenerg-9953	325	9	om	om	PROPN
fuelectenerg-9953	325	10	,	,	PUNCT
fuelectenerg-9953	325	11	"	"	PUNCT
fuelectenerg-9953	325	12	computational	computational	ADJ
fuelectenerg-9953	325	13	neural	neural	ADJ
fuelectenerg-9953	325	14	network	network	NOUN
fuelectenerg-9953	325	15	regression	regression	NOUN
fuelectenerg-9953	325	16	model	model	NOUN
fuelectenerg-9953	325	17	for	for	ADP
fuelectenerg-9953	325	18	host	host	NOUN
fuelectenerg-9953	325	19	based	base	VERB
fuelectenerg-9953	325	20	intrusion	intrusion	NOUN
fuelectenerg-9953	325	21	detection	detection	NOUN
fuelectenerg-9953	325	22	system	system	NOUN
fuelectenerg-9953	325	23	,	,	PUNCT
fuelectenerg-9953	325	24	"	"	PUNCT
fuelectenerg-9953	325	25	perspectives	perspective	NOUN
fuelectenerg-9953	325	26	in	in	ADP
fuelectenerg-9953	325	27	science	science	NOUN
fuelectenerg-9953	325	28	,	,	PUNCT
fuelectenerg-9953	325	29	vol	vol	NOUN
fuelectenerg-9953	325	30	.	.	PROPN
fuelectenerg-9953	325	31	8	8	NUM
fuelectenerg-9953	325	32	,	,	PUNCT
fuelectenerg-9953	325	33	pp	pp	ADJ
fuelectenerg-9953	325	34	.	.	PUNCT
fuelectenerg-9953	326	1	93–95	93–95	NUM
fuelectenerg-9953	326	2	,	,	PUNCT
fuelectenerg-9953	326	3	september	september	PROPN
fuelectenerg-9953	326	4	2016	2016	NUM
fuelectenerg-9953	326	5	.	.	PUNCT
fuelectenerg-9953	327	1	[	[	X
fuelectenerg-9953	327	2	27	27	NUM
fuelectenerg-9953	327	3	]	]	PUNCT
fuelectenerg-9953	327	4	m.	m.	NOUN
fuelectenerg-9953	327	5	odiathevar	odiathevar	PROPN
fuelectenerg-9953	327	6	,	,	PUNCT
fuelectenerg-9953	327	7	w.	w.	PROPN
fuelectenerg-9953	327	8	k.	k.	PROPN
fuelectenerg-9953	327	9	g.	g.	PROPN
fuelectenerg-9953	327	10	seah	seah	PROPN
fuelectenerg-9953	327	11	and	and	CCONJ
fuelectenerg-9953	327	12	m.	m.	NOUN
fuelectenerg-9953	327	13	frean	frean	PROPN
fuelectenerg-9953	327	14	,	,	PUNCT
fuelectenerg-9953	327	15	"	"	PUNCT
fuelectenerg-9953	327	16	a	a	DET
fuelectenerg-9953	327	17	hybrid	hybrid	ADJ
fuelectenerg-9953	327	18	online	online	ADJ
fuelectenerg-9953	327	19	offline	offline	ADJ
fuelectenerg-9953	327	20	system	system	NOUN
fuelectenerg-9953	327	21	for	for	ADP
fuelectenerg-9953	327	22	network	network	NOUN
fuelectenerg-9953	327	23	anomaly	anomaly	NOUN
fuelectenerg-9953	327	24	detection	detection	NOUN
fuelectenerg-9953	327	25	,	,	PUNCT
fuelectenerg-9953	327	26	"	"	PUNCT
fuelectenerg-9953	327	27	in	in	ADP
fuelectenerg-9953	327	28	proceedings	proceeding	NOUN
fuelectenerg-9953	327	29	of	of	ADP
fuelectenerg-9953	327	30	the	the	DET
fuelectenerg-9953	327	31	2019	2019	NUM
fuelectenerg-9953	327	32	28th	28th	ADJ
fuelectenerg-9953	327	33	international	international	ADJ
fuelectenerg-9953	327	34	conference	conference	NOUN
fuelectenerg-9953	327	35	on	on	ADP
fuelectenerg-9953	327	36	computer	computer	NOUN
fuelectenerg-9953	327	37	communications	communication	NOUN
fuelectenerg-9953	327	38	and	and	CCONJ
fuelectenerg-9953	327	39	networks	network	NOUN
fuelectenerg-9953	327	40	(	(	PUNCT
fuelectenerg-9953	327	41	icccn	icccn	ADJ
fuelectenerg-9953	327	42	)	)	PUNCT
fuelectenerg-9953	327	43	,	,	PUNCT
fuelectenerg-9953	327	44	2019	2019	NUM
fuelectenerg-9953	327	45	,	,	PUNCT
fuelectenerg-9953	327	46	pp	pp	ADJ
fuelectenerg-9953	327	47	.	.	PUNCT
fuelectenerg-9953	328	1	1–9	1–9	NOUN
fuelectenerg-9953	328	2	.	.	PUNCT
fuelectenerg-9953	329	1	[	[	X
fuelectenerg-9953	329	2	28	28	NUM
fuelectenerg-9953	329	3	]	]	X
fuelectenerg-9953	329	4	l.	l.	PROPN
fuelectenerg-9953	329	5	li	li	PROPN
fuelectenerg-9953	329	6	,	,	PUNCT
fuelectenerg-9953	329	7	y.	y.	PROPN
fuelectenerg-9953	329	8	yu	yu	PROPN
fuelectenerg-9953	329	9	,	,	PUNCT
fuelectenerg-9953	329	10	s.	s.	PROPN
fuelectenerg-9953	329	11	bai	bai	PROPN
fuelectenerg-9953	329	12	,	,	PUNCT
fuelectenerg-9953	329	13	y.	y.	PROPN
fuelectenerg-9953	329	14	hou	hou	PROPN
fuelectenerg-9953	329	15	and	and	CCONJ
fuelectenerg-9953	329	16	x.	x.	PROPN
fuelectenerg-9953	329	17	chen	chen	PROPN
fuelectenerg-9953	329	18	,	,	PUNCT
fuelectenerg-9953	329	19	"	"	PUNCT
fuelectenerg-9953	329	20	an	an	DET
fuelectenerg-9953	329	21	effective	effective	ADJ
fuelectenerg-9953	329	22	two	two	NUM
fuelectenerg-9953	329	23	-	-	PUNCT
fuelectenerg-9953	329	24	step	step	NOUN
fuelectenerg-9953	329	25	intrusion	intrusion	NOUN
fuelectenerg-9953	329	26	detection	detection	NOUN
fuelectenerg-9953	329	27	approach	approach	NOUN
fuelectenerg-9953	329	28	based	base	VERB
fuelectenerg-9953	329	29	on	on	ADP
fuelectenerg-9953	329	30	binary	binary	ADJ
fuelectenerg-9953	329	31	classification	classification	NOUN
fuelectenerg-9953	329	32	and	and	CCONJ
fuelectenerg-9953	329	33	$	$	SYM
fuelectenerg-9953	329	34	k$	k$	VERB
fuelectenerg-9953	329	35	-nn	-nn	NOUN
fuelectenerg-9953	329	36	,	,	PUNCT
fuelectenerg-9953	329	37	"	"	PUNCT
fuelectenerg-9953	329	38	ieee	ieee	NOUN
fuelectenerg-9953	329	39	access	access	NOUN
fuelectenerg-9953	329	40	,	,	PUNCT
fuelectenerg-9953	329	41	vol	vol	NOUN
fuelectenerg-9953	329	42	.	.	PROPN
fuelectenerg-9953	329	43	6	6	NUM
fuelectenerg-9953	329	44	,	,	PUNCT
fuelectenerg-9953	329	45	pp	pp	ADJ
fuelectenerg-9953	329	46	.	.	PUNCT
fuelectenerg-9953	330	1	12060–12073	12060–12073	NUM
fuelectenerg-9953	330	2	,	,	PUNCT
fuelectenerg-9953	330	3	2018	2018	NUM
fuelectenerg-9953	330	4	.	.	PUNCT
fuelectenerg-9953	331	1	[	[	X
fuelectenerg-9953	331	2	29	29	NUM
fuelectenerg-9953	331	3	]	]	PUNCT
fuelectenerg-9953	331	4	j.	j.	PROPN
fuelectenerg-9953	331	5	griffin	griffin	PROPN
fuelectenerg-9953	331	6	,	,	PUNCT
fuelectenerg-9953	331	7	"	"	PUNCT
fuelectenerg-9953	331	8	all	all	PRON
fuelectenerg-9953	331	9	about	about	ADP
fuelectenerg-9953	331	10	network	network	NOUN
fuelectenerg-9953	331	11	alerts	alert	NOUN
fuelectenerg-9953	331	12	+	+	CCONJ
fuelectenerg-9953	331	13	best	good	ADJ
fuelectenerg-9953	331	14	tools	tool	NOUN
fuelectenerg-9953	331	15	,	,	PUNCT
fuelectenerg-9953	331	16	"	"	PUNCT
fuelectenerg-9953	331	17	by	by	ADP
fuelectenerg-9953	331	18	solarwinds	solarwind	NOUN
fuelectenerg-9953	331	19	on	on	ADP
fuelectenerg-9953	331	20	october	october	PROPN
fuelectenerg-9953	331	21	29	29	NUM
fuelectenerg-9953	331	22	,	,	PUNCT
fuelectenerg-9953	331	23	2020	2020	NUM
fuelectenerg-9953	331	24	.	.	PUNCT
fuelectenerg-9953	332	1	available	available	ADJ
fuelectenerg-9953	332	2	https://logicalread.com/network-alerts/.	https://logicalread.com/network-alerts/.	NOUN
fuelectenerg-9953	333	1	[	[	X
fuelectenerg-9953	333	2	30	30	NUM
fuelectenerg-9953	333	3	]	]	X
fuelectenerg-9953	333	4	f.	f.	PROPN
fuelectenerg-9953	333	5	ullah	ullah	PROPN
fuelectenerg-9953	333	6	and	and	CCONJ
fuelectenerg-9953	333	7	m.	m.	PROPN
fuelectenerg-9953	333	8	ali	ali	PROPN
fuelectenerg-9953	333	9	babar	babar	PROPN
fuelectenerg-9953	333	10	,	,	PUNCT
fuelectenerg-9953	333	11	"	"	PUNCT
fuelectenerg-9953	333	12	architectural	architectural	ADJ
fuelectenerg-9953	333	13	tactics	tactic	NOUN
fuelectenerg-9953	333	14	for	for	ADP
fuelectenerg-9953	333	15	big	big	ADJ
fuelectenerg-9953	333	16	data	datum	NOUN
fuelectenerg-9953	333	17	cybersecurity	cybersecurity	NOUN
fuelectenerg-9953	333	18	analytic	analytic	ADJ
fuelectenerg-9953	333	19	systems	system	NOUN
fuelectenerg-9953	333	20	:	:	PUNCT
fuelectenerg-9953	333	21	a	a	DET
fuelectenerg-9953	333	22	review	review	NOUN
fuelectenerg-9953	333	23	,	,	PUNCT
fuelectenerg-9953	333	24	"	"	PUNCT
fuelectenerg-9953	333	25	the	the	DET
fuelectenerg-9953	333	26	journal	journal	NOUN
fuelectenerg-9953	333	27	of	of	ADP
fuelectenerg-9953	333	28	systems	system	NOUN
fuelectenerg-9953	333	29	and	and	CCONJ
fuelectenerg-9953	333	30	software	software	NOUN
fuelectenerg-9953	333	31	,	,	PUNCT
fuelectenerg-9953	333	32	vol	vol	NOUN
fuelectenerg-9953	333	33	.	.	PROPN
fuelectenerg-9953	333	34	151	151	NUM
fuelectenerg-9953	333	35	,	,	PUNCT
fuelectenerg-9953	333	36	pp	pp	PROPN
fuelectenerg-9953	333	37	.	.	PUNCT
fuelectenerg-9953	334	1	81–118	81–118	NUM
fuelectenerg-9953	334	2	,	,	PUNCT
fuelectenerg-9953	334	3	2019	2019	NUM
fuelectenerg-9953	334	4	.	.	PUNCT
fuelectenerg-9953	335	1	[	[	X
fuelectenerg-9953	335	2	31	31	NUM
fuelectenerg-9953	335	3	]	]	PUNCT
fuelectenerg-9953	335	4	s.	s.	PROPN
fuelectenerg-9953	335	5	allier	allier	X
fuelectenerg-9953	335	6	et	et	PROPN
fuelectenerg-9953	335	7	al	al	PROPN
fuelectenerg-9953	335	8	.	.	PROPN
fuelectenerg-9953	335	9	,	,	PUNCT
fuelectenerg-9953	335	10	"	"	PUNCT
fuelectenerg-9953	335	11	a	a	DET
fuelectenerg-9953	335	12	framework	framework	NOUN
fuelectenerg-9953	335	13	to	to	PART
fuelectenerg-9953	335	14	compare	compare	VERB
fuelectenerg-9953	335	15	alert	alert	ADJ
fuelectenerg-9953	335	16	ranking	ranking	ADJ
fuelectenerg-9953	335	17	algorithms	algorithm	NOUN
fuelectenerg-9953	335	18	,	,	PUNCT
fuelectenerg-9953	335	19	"	"	PUNCT
fuelectenerg-9953	335	20	in	in	ADP
fuelectenerg-9953	335	21	proceedings	proceeding	NOUN
fuelectenerg-9953	335	22	of	of	ADP
fuelectenerg-9953	335	23	the	the	DET
fuelectenerg-9953	335	24	reverse	reverse	ADJ
fuelectenerg-9953	335	25	engineering	engineering	NOUN
fuelectenerg-9953	335	26	(	(	PUNCT
fuelectenerg-9953	335	27	wcre	wcre	PROPN
fuelectenerg-9953	335	28	)	)	PUNCT
fuelectenerg-9953	335	29	,	,	PUNCT
fuelectenerg-9953	335	30	19th	19th	ADJ
fuelectenerg-9953	335	31	working	work	VERB
fuelectenerg-9953	335	32	conference	conference	NOUN
fuelectenerg-9953	335	33	on	on	ADP
fuelectenerg-9953	335	34	.	.	PUNCT
fuelectenerg-9953	336	1	ieee	ieee	PROPN
fuelectenerg-9953	336	2	,	,	PUNCT
fuelectenerg-9953	336	3	2012	2012	NUM
fuelectenerg-9953	336	4	.	.	PUNCT
fuelectenerg-9953	337	1	[	[	X
fuelectenerg-9953	337	2	32	32	NUM
fuelectenerg-9953	337	3	]	]	PUNCT
fuelectenerg-9953	337	4	n.	n.	PROPN
fuelectenerg-9953	337	5	zhao	zhao	PROPN
fuelectenerg-9953	337	6	,	,	PUNCT
fuelectenerg-9953	337	7	p.	p.	PROPN
fuelectenerg-9953	337	8	jin	jin	PROPN
fuelectenerg-9953	337	9	,	,	PUNCT
fuelectenerg-9953	337	10	l.	l.	PROPN
fuelectenerg-9953	337	11	wang	wang	PROPN
fuelectenerg-9953	337	12	,	,	PUNCT
fuelectenerg-9953	337	13	x.	x.	PROPN
fuelectenerg-9953	337	14	yang	yang	PROPN
fuelectenerg-9953	337	15	,	,	PUNCT
fuelectenerg-9953	337	16	r.	r.	PROPN
fuelectenerg-9953	337	17	liu	liu	PROPN
fuelectenerg-9953	337	18	,	,	PUNCT
fuelectenerg-9953	337	19	w.	w.	PROPN
fuelectenerg-9953	337	20	zhang	zhang	PROPN
fuelectenerg-9953	337	21	,	,	PUNCT
fuelectenerg-9953	337	22	k.	k.	PROPN
fuelectenerg-9953	337	23	sui	sui	PROPN
fuelectenerg-9953	337	24	and	and	CCONJ
fuelectenerg-9953	337	25	d.	d.	PROPN
fuelectenerg-9953	337	26	pei	pei	PROPN
fuelectenerg-9953	337	27	,	,	PUNCT
fuelectenerg-9953	337	28	"	"	PUNCT
fuelectenerg-9953	337	29	automatically	automatically	ADV
fuelectenerg-9953	337	30	and	and	CCONJ
fuelectenerg-9953	337	31	adaptively	adaptively	ADV
fuelectenerg-9953	337	32	identifying	identify	VERB
fuelectenerg-9953	337	33	severe	severe	ADJ
fuelectenerg-9953	337	34	alerts	alert	NOUN
fuelectenerg-9953	337	35	for	for	ADP
fuelectenerg-9953	337	36	online	online	ADJ
fuelectenerg-9953	337	37	service	service	NOUN
fuelectenerg-9953	337	38	systems	system	NOUN
fuelectenerg-9953	337	39	,	,	PUNCT
fuelectenerg-9953	337	40	"	"	PUNCT
fuelectenerg-9953	337	41	in	in	ADP
fuelectenerg-9953	337	42	proceedings	proceeding	NOUN
fuelectenerg-9953	337	43	of	of	ADP
fuelectenerg-9953	337	44	the	the	DET
fuelectenerg-9953	337	45	infocom	infocom	PROPN
fuelectenerg-9953	337	46	,	,	PUNCT
fuelectenerg-9953	337	47	2020	2020	NUM
fuelectenerg-9953	337	48	.	.	PUNCT
fuelectenerg-9953	338	1	[	[	X
fuelectenerg-9953	338	2	33	33	NUM
fuelectenerg-9953	338	3	]	]	X
fuelectenerg-9953	338	4	w.	w.	PROPN
fuelectenerg-9953	338	5	alhakami	alhakami	PROPN
fuelectenerg-9953	338	6	,	,	PUNCT
fuelectenerg-9953	338	7	"	"	PUNCT
fuelectenerg-9953	338	8	alerts	alert	NOUN
fuelectenerg-9953	338	9	clustering	cluster	VERB
fuelectenerg-9953	338	10	for	for	ADP
fuelectenerg-9953	338	11	intrusion	intrusion	NOUN
fuelectenerg-9953	338	12	detection	detection	NOUN
fuelectenerg-9953	338	13	systems	system	NOUN
fuelectenerg-9953	338	14	:	:	PUNCT
fuelectenerg-9953	338	15	overview	overview	NOUN
fuelectenerg-9953	338	16	and	and	CCONJ
fuelectenerg-9953	338	17	machine	machine	NOUN
fuelectenerg-9953	338	18	learning	learn	VERB
fuelectenerg-9953	338	19	perspectives	perspective	NOUN
fuelectenerg-9953	338	20	,	,	PUNCT
fuelectenerg-9953	338	21	"	"	PUNCT
fuelectenerg-9953	338	22	international	international	ADJ
fuelectenerg-9953	338	23	journal	journal	NOUN
fuelectenerg-9953	338	24	of	of	ADP
fuelectenerg-9953	338	25	advanced	advanced	ADJ
fuelectenerg-9953	338	26	computer	computer	NOUN
fuelectenerg-9953	338	27	science	science	NOUN
fuelectenerg-9953	338	28	and	and	CCONJ
fuelectenerg-9953	338	29	applications	application	NOUN
fuelectenerg-9953	338	30	,	,	PUNCT
fuelectenerg-9953	338	31	vol	vol	NOUN
fuelectenerg-9953	338	32	.	.	PROPN
fuelectenerg-9953	338	33	10	10	NUM
fuelectenerg-9953	338	34	,	,	PUNCT
fuelectenerg-9953	338	35	no	no	INTJ
fuelectenerg-9953	338	36	.	.	NOUN
fuelectenerg-9953	338	37	5	5	NUM
fuelectenerg-9953	338	38	,	,	PUNCT
fuelectenerg-9953	338	39	pp	pp	ADJ
fuelectenerg-9953	338	40	.	.	PUNCT
fuelectenerg-9953	339	1	573–582	573–582	NUM
fuelectenerg-9953	339	2	,	,	PUNCT
fuelectenerg-9953	339	3	2019	2019	NUM
fuelectenerg-9953	339	4	.	.	PUNCT
fuelectenerg-9953	340	1	[	[	X
fuelectenerg-9953	340	2	34	34	NUM
fuelectenerg-9953	340	3	]	]	X
fuelectenerg-9953	340	4	j.	j.	PROPN
fuelectenerg-9953	340	5	song	song	PROPN
fuelectenerg-9953	340	6	,	,	PUNCT
fuelectenerg-9953	340	7	h.	h.	PROPN
fuelectenerg-9953	340	8	takakura	takakura	PROPN
fuelectenerg-9953	340	9	,	,	PUNCT
fuelectenerg-9953	340	10	y.	y.	PROPN
fuelectenerg-9953	340	11	okabe	okabe	PROPN
fuelectenerg-9953	340	12	,	,	PUNCT
fuelectenerg-9953	340	13	m.	m.	PROPN
fuelectenerg-9953	340	14	eto	eto	PROPN
fuelectenerg-9953	340	15	,	,	PUNCT
fuelectenerg-9953	340	16	d.	d.	PROPN
fuelectenerg-9953	340	17	inoue	inoue	PROPN
fuelectenerg-9953	340	18	and	and	CCONJ
fuelectenerg-9953	340	19	k.	k.	PROPN
fuelectenerg-9953	340	20	nakao	nakao	PROPN
fuelectenerg-9953	340	21	,	,	PUNCT
fuelectenerg-9953	340	22	"	"	PUNCT
fuelectenerg-9953	340	23	statistical	statistical	ADJ
fuelectenerg-9953	340	24	analysis	analysis	NOUN
fuelectenerg-9953	340	25	of	of	ADP
fuelectenerg-9953	340	26	honeypot	honeypot	NOUN
fuelectenerg-9953	340	27	data	datum	NOUN
fuelectenerg-9953	340	28	and	and	CCONJ
fuelectenerg-9953	340	29	building	building	NOUN
fuelectenerg-9953	340	30	of	of	ADP
fuelectenerg-9953	340	31	kyoto	kyoto	PROPN
fuelectenerg-9953	340	32	2006	2006	NUM
fuelectenerg-9953	340	33	+	+	CCONJ
fuelectenerg-9953	340	34	dataset	dataset	NOUN
fuelectenerg-9953	340	35	for	for	ADP
fuelectenerg-9953	340	36	nids	nid	NOUN
fuelectenerg-9953	340	37	evaluation	evaluation	NOUN
fuelectenerg-9953	340	38	,	,	PUNCT
fuelectenerg-9953	340	39	"	"	PUNCT
fuelectenerg-9953	340	40	in	in	ADP
fuelectenerg-9953	340	41	proceedings	proceeding	NOUN
fuelectenerg-9953	340	42	of	of	ADP
fuelectenerg-9953	340	43	the	the	DET
fuelectenerg-9953	340	44	1st	1st	ADJ
fuelectenerg-9953	340	45	work	work	NOUN
fuelectenerg-9953	340	46	-	-	PUNCT
fuelectenerg-9953	340	47	shop	shop	NOUN
fuelectenerg-9953	340	48	on	on	ADP
fuelectenerg-9953	340	49	https://arxiv.org/abs/2005.08640	https://arxiv.org/abs/2005.08640	ADJ
fuelectenerg-9953	340	50	https://logicalread.com/network-alerts/	https://logicalread.com/network-alerts/	PROPN
fuelectenerg-9953	340	51	282	282	NUM
fuelectenerg-9953	340	52	d.	d.	PROPN
fuelectenerg-9953	340	53	protić	protić	PROPN
fuelectenerg-9953	340	54	,	,	PUNCT
fuelectenerg-9953	340	55	m.	m.	NOUN
fuelectenerg-9953	340	56	stanković	stanković	PROPN
fuelectenerg-9953	340	57	,	,	PUNCT
fuelectenerg-9953	340	58	v.	v.	ADP
fuelectenerg-9953	340	59	antić	antić	PROPN
fuelectenerg-9953	340	60	building	building	PROPN
fuelectenerg-9953	340	61	anal	anal	PROPN
fuelectenerg-9953	340	62	.	.	PUNCT
fuelectenerg-9953	341	1	datasets	dataset	NOUN
fuelectenerg-9953	341	2	and	and	CCONJ
fuelectenerg-9953	341	3	gathering	gather	VERB
fuelectenerg-9953	341	4	experience	experience	NOUN
fuelectenerg-9953	341	5	returns	return	NOUN
fuelectenerg-9953	341	6	for	for	ADP
fuelectenerg-9953	341	7	security	security	NOUN
fuelectenerg-9953	341	8	,	,	PUNCT
fuelectenerg-9953	341	9	salzburg	salzburg	PROPN
fuelectenerg-9953	341	10	,	,	PUNCT
fuelectenerg-9953	341	11	april	april	PROPN
fuelectenerg-9953	341	12	10	10	NUM
fuelectenerg-9953	341	13	-	-	SYM
fuelectenerg-9953	341	14	13	13	NUM
fuelectenerg-9953	341	15	,	,	PUNCT
fuelectenerg-9953	341	16	2011	2011	NUM
fuelectenerg-9953	341	17	,	,	PUNCT
fuelectenerg-9953	341	18	pp	pp	ADJ
fuelectenerg-9953	341	19	.	.	PUNCT
fuelectenerg-9953	341	20	29–36	29–36	NUM
fuelectenerg-9953	341	21	.	.	PUNCT
fuelectenerg-9953	342	1	[	[	X
fuelectenerg-9953	342	2	35	35	NUM
fuelectenerg-9953	342	3	]	]	PUNCT
fuelectenerg-9953	342	4	k.	k.	PROPN
fuelectenerg-9953	342	5	demertzis	demertzis	PROPN
fuelectenerg-9953	342	6	,	,	PUNCT
fuelectenerg-9953	342	7	"	"	PUNCT
fuelectenerg-9953	342	8	the	the	DET
fuelectenerg-9953	342	9	bro	bro	PROPN
fuelectenerg-9953	342	10	intrusion	intrusion	NOUN
fuelectenerg-9953	342	11	detection	detection	NOUN
fuelectenerg-9953	342	12	system	system	NOUN
fuelectenerg-9953	342	13	"	"	PUNCT
fuelectenerg-9953	342	14	,	,	PUNCT
fuelectenerg-9953	342	15	project	project	NOUN
fuelectenerg-9953	342	16	:	:	PUNCT
fuelectenerg-9953	342	17	machine	machine	NOUN
fuelectenerg-9953	342	18	learning	learn	VERB
fuelectenerg-9953	342	19	to	to	PART
fuelectenerg-9953	342	20	cyber	cyber	VERB
fuelectenerg-9953	342	21	security	security	NOUN
fuelectenerg-9953	342	22	,	,	PUNCT
fuelectenerg-9953	342	23	2018	2018	NUM
fuelectenerg-9953	342	24	,	,	PUNCT
fuelectenerg-9953	342	25	doi	doi	NOUN
fuelectenerg-9953	342	26	:	:	PUNCT
fuelectenerg-9953	342	27	10.31140	10.31140	NUM
fuelectenerg-9953	342	28	/	/	SYM
fuelectenerg-9953	342	29	rg.2.2.35333.40168	rg.2.2.35333.40168	NOUN
fuelectenerg-9953	342	30	.	.	PUNCT
fuelectenerg-9953	343	1	[	[	X
fuelectenerg-9953	343	2	36	36	NUM
fuelectenerg-9953	343	3	]	]	X
fuelectenerg-9953	343	4	r.	r.	PROPN
fuelectenerg-9953	343	5	mccarthy	mccarthy	PROPN
fuelectenerg-9953	343	6	,	,	PUNCT
fuelectenerg-9953	343	7	"	"	PUNCT
fuelectenerg-9953	343	8	network	network	NOUN
fuelectenerg-9953	343	9	analysis	analysis	NOUN
fuelectenerg-9953	343	10	with	with	ADP
fuelectenerg-9953	343	11	the	the	DET
fuelectenerg-9953	343	12	bro	bro	NOUN
fuelectenerg-9953	343	13	security	security	NOUN
fuelectenerg-9953	343	14	monitor	monitor	NOUN
fuelectenerg-9953	343	15	,	,	PUNCT
fuelectenerg-9953	343	16	"	"	PUNCT
fuelectenerg-9953	343	17	2014	2014	NUM
fuelectenerg-9953	343	18	,	,	PUNCT
fuelectenerg-9953	343	19	retrieved	retrieve	VERB
fuelectenerg-9953	343	20	from	from	ADP
fuelectenerg-9953	343	21	https://www.adminmagazine.com/archive/2014/24/network-analysis-with-the-bro-network-security-monitor	https://www.adminmagazine.com/archive/2014/24/network-analysis-with-the-bro-network-security-monitor	NOUN
fuelectenerg-9953	343	22	,	,	PUNCT
fuelectenerg-9953	343	23	7	7	NUM
fuelectenerg-9953	343	24	november	november	PROPN
fuelectenerg-9953	343	25	2021	2021	NUM
fuelectenerg-9953	343	26	.	.	PUNCT
fuelectenerg-9953	344	1	[	[	X
fuelectenerg-9953	344	2	37	37	NUM
fuelectenerg-9953	344	3	]	]	X
fuelectenerg-9953	344	4	kdd	kdd	PROPN
fuelectenerg-9953	344	5	cup	cup	PROPN
fuelectenerg-9953	344	6	‘	'	PUNCT
fuelectenerg-9953	344	7	99	99	NUM
fuelectenerg-9953	344	8	dataset	dataset	NOUN
fuelectenerg-9953	344	9	.	.	PUNCT
fuelectenerg-9953	345	1	[	[	X
fuelectenerg-9953	345	2	internet	internet	NOUN
fuelectenerg-9953	345	3	]	]	PUNCT
fuelectenerg-9953	345	4	http://kdd.ics.uci.edu/dataset/kddcup’99/kddcup’99.html	http://kdd.ics.uci.edu/dataset/kddcup’99/kddcup’99.html	ADP
fuelectenerg-9953	345	5	,	,	PUNCT
fuelectenerg-9953	345	6	2018	2018	NUM
fuelectenerg-9953	345	7	.	.	PUNCT
fuelectenerg-9953	346	1	[	[	X
fuelectenerg-9953	346	2	38	38	NUM
fuelectenerg-9953	346	3	]	]	PUNCT
fuelectenerg-9953	346	4	m.	m.	NOUN
fuelectenerg-9953	346	5	ring	ring	NOUN
fuelectenerg-9953	346	6	,	,	PUNCT
fuelectenerg-9953	346	7	s.	s.	PROPN
fuelectenerg-9953	346	8	wunderlich	wunderlich	PROPN
fuelectenerg-9953	346	9	,	,	PUNCT
fuelectenerg-9953	346	10	d.	d.	PROPN
fuelectenerg-9953	346	11	scheuring	scheuring	PROPN
fuelectenerg-9953	346	12	,	,	PUNCT
fuelectenerg-9953	346	13	d.	d.	PROPN
fuelectenerg-9953	346	14	landes	landes	PROPN
fuelectenerg-9953	346	15	and	and	CCONJ
fuelectenerg-9953	346	16	a.	a.	NOUN
fuelectenerg-9953	346	17	hotho	hotho	PROPN
fuelectenerg-9953	346	18	,	,	PUNCT
fuelectenerg-9953	346	19	"	"	PUNCT
fuelectenerg-9953	346	20	a	a	DET
fuelectenerg-9953	346	21	survey	survey	NOUN
fuelectenerg-9953	346	22	of	of	ADP
fuelectenerg-9953	346	23	network	network	NOUN
fuelectenerg-9953	346	24	-	-	PUNCT
fuelectenerg-9953	346	25	based	base	VERB
fuelectenerg-9953	346	26	intrusion	intrusion	NOUN
fuelectenerg-9953	346	27	detection	detection	NOUN
fuelectenerg-9953	346	28	data	data	NOUN
fuelectenerg-9953	346	29	sets	set	NOUN
fuelectenerg-9953	346	30	,	,	PUNCT
fuelectenerg-9953	346	31	"	"	PUNCT
fuelectenerg-9953	346	32	arxiv:1903.02460v2	arxiv:1903.02460v2	NOUN
fuelectenerg-9953	346	33	[	[	X
fuelectenerg-9953	346	34	cs.cr	cs.cr	NOUN
fuelectenerg-9953	346	35	]	]	X
fuelectenerg-9953	346	36	6	6	NUM
fuelectenerg-9953	346	37	jul	jul	PROPN
fuelectenerg-9953	346	38	2019	2019	NUM
fuelectenerg-9953	346	39	,	,	PUNCT
fuelectenerg-9953	346	40	pp	pp	ADJ
fuelectenerg-9953	346	41	.	.	PUNCT
fuelectenerg-9953	347	1	1–17	1–17	NOUN
fuelectenerg-9953	347	2	.	.	PUNCT
fuelectenerg-9953	348	1	[	[	X
fuelectenerg-9953	348	2	39	39	NUM
fuelectenerg-9953	348	3	]	]	X
fuelectenerg-9953	348	4	y.e	y.e	PROPN
fuelectenerg-9953	348	5	maleh	maleh	NOUN
fuelectenerg-9953	348	6	,	,	PUNCT
fuelectenerg-9953	348	7	"	"	PUNCT
fuelectenerg-9953	348	8	security	security	NOUN
fuelectenerg-9953	348	9	and	and	CCONJ
fuelectenerg-9953	348	10	privacy	privacy	NOUN
fuelectenerg-9953	348	11	management	management	NOUN
fuelectenerg-9953	348	12	,	,	PUNCT
fuelectenerg-9953	348	13	techniques	technique	NOUN
fuelectenerg-9953	348	14	,	,	PUNCT
fuelectenerg-9953	348	15	and	and	CCONJ
fuelectenerg-9953	348	16	protocols	protocol	NOUN
fuelectenerg-9953	348	17	,	,	PUNCT
fuelectenerg-9953	348	18	"	"	PUNCT
fuelectenerg-9953	348	19	igi	igi	PROPN
fuelectenerg-9953	348	20	global	global	PROPN
fuelectenerg-9953	348	21	,	,	PUNCT
fuelectenerg-9953	348	22	usa	usa	PROPN
fuelectenerg-9953	348	23	,	,	PUNCT
fuelectenerg-9953	348	24	2018	2018	NUM
fuelectenerg-9953	348	25	,	,	PUNCT
fuelectenerg-9953	348	26	pp	pp	ADJ
fuelectenerg-9953	348	27	.	.	PUNCT
fuelectenerg-9953	349	1	266–267	266–267	NUM
fuelectenerg-9953	349	2	.	.	PUNCT
fuelectenerg-9953	350	1	[	[	X
fuelectenerg-9953	350	2	40	40	NUM
fuelectenerg-9953	350	3	]	]	PUNCT
fuelectenerg-9953	350	4	d.	d.	PROPN
fuelectenerg-9953	350	5	protic	protic	PROPN
fuelectenerg-9953	350	6	and	and	CCONJ
fuelectenerg-9953	350	7	m.	m.	NOUN
fuelectenerg-9953	350	8	stankovic	stankovic	PROPN
fuelectenerg-9953	350	9	,	,	PUNCT
fuelectenerg-9953	350	10	"	"	PUNCT
fuelectenerg-9953	350	11	anomaly	anomaly	NOUN
fuelectenerg-9953	350	12	-	-	PUNCT
fuelectenerg-9953	350	13	based	base	VERB
fuelectenerg-9953	350	14	intrusion	intrusion	NOUN
fuelectenerg-9953	350	15	detection	detection	NOUN
fuelectenerg-9953	350	16	:	:	PUNCT
fuelectenerg-9953	350	17	feature	feature	NOUN
fuelectenerg-9953	350	18	selection	selection	NOUN
fuelectenerg-9953	350	19	and	and	CCONJ
fuelectenerg-9953	350	20	normalization	normalization	NOUN
fuelectenerg-9953	350	21	instance	instance	NOUN
fuelectenerg-9953	350	22	to	to	ADP
fuelectenerg-9953	350	23	the	the	DET
fuelectenerg-9953	350	24	machine	machine	NOUN
fuelectenerg-9953	350	25	learning	learn	VERB
fuelectenerg-9953	350	26	model	model	NOUN
fuelectenerg-9953	350	27	accuracy	accuracy	NOUN
fuelectenerg-9953	350	28	,	,	PUNCT
fuelectenerg-9953	350	29	"	"	PUNCT
fuelectenerg-9953	350	30	european	european	ADJ
fuelectenerg-9953	350	31	journal	journal	NOUN
fuelectenerg-9953	350	32	of	of	ADP
fuelectenerg-9953	350	33	engineering	engineering	NOUN
fuelectenerg-9953	350	34	and	and	CCONJ
fuelectenerg-9953	350	35	formal	formal	ADJ
fuelectenerg-9953	350	36	sciences	science	NOUN
fuelectenerg-9953	350	37	,	,	PUNCT
fuelectenerg-9953	350	38	vol	vol	NOUN
fuelectenerg-9953	350	39	.	.	PROPN
fuelectenerg-9953	350	40	1	1	NUM
fuelectenerg-9953	350	41	,	,	PUNCT
fuelectenerg-9953	350	42	no	no	INTJ
fuelectenerg-9953	350	43	.	.	NOUN
fuelectenerg-9953	350	44	3	3	NUM
fuelectenerg-9953	350	45	,	,	PUNCT
fuelectenerg-9953	350	46	pp	pp	ADJ
fuelectenerg-9953	350	47	.	.	PUNCT
fuelectenerg-9953	350	48	43–48	43–48	NUM
fuelectenerg-9953	350	49	,	,	PUNCT
fuelectenerg-9953	350	50	2018	2018	NUM
fuelectenerg-9953	350	51	.	.	PUNCT
fuelectenerg-9953	351	1	[	[	X
fuelectenerg-9953	351	2	41	41	NUM
fuelectenerg-9953	351	3	]	]	PUNCT
fuelectenerg-9953	351	4	m.	m.	NOUN
fuelectenerg-9953	351	5	zhao	zhao	PROPN
fuelectenerg-9953	351	6	and	and	CCONJ
fuelectenerg-9953	351	7	j.	j.	PROPN
fuelectenerg-9953	351	8	chen	chen	PROPN
fuelectenerg-9953	351	9	,	,	PUNCT
fuelectenerg-9953	351	10	"	"	PUNCT
fuelectenerg-9953	351	11	improvement	improvement	NOUN
fuelectenerg-9953	351	12	in	in	ADP
fuelectenerg-9953	351	13	comparission	comparission	NOUN
fuelectenerg-9953	351	14	of	of	ADP
fuelectenerg-9953	351	15	weighted	weight	VERB
fuelectenerg-9953	351	16	k	k	PROPN
fuelectenerg-9953	351	17	nearest	near	ADJ
fuelectenerg-9953	351	18	neighbor	neighbor	NOUN
fuelectenerg-9953	351	19	classifiers	classifier	NOUN
fuelectenerg-9953	351	20	for	for	ADP
fuelectenerg-9953	351	21	model	model	NOUN
fuelectenerg-9953	351	22	selection	selection	NOUN
fuelectenerg-9953	351	23	,	,	PUNCT
fuelectenerg-9953	351	24	"	"	PUNCT
fuelectenerg-9953	351	25	journal	journal	NOUN
fuelectenerg-9953	351	26	of	of	ADP
fuelectenerg-9953	351	27	software	software	NOUN
fuelectenerg-9953	351	28	engineering	engineering	NOUN
fuelectenerg-9953	351	29	,	,	PUNCT
fuelectenerg-9953	351	30	vol	vol	NOUN
fuelectenerg-9953	351	31	.	.	PROPN
fuelectenerg-9953	351	32	10	10	NUM
fuelectenerg-9953	351	33	,	,	PUNCT
fuelectenerg-9953	351	34	pp	pp	ADJ
fuelectenerg-9953	351	35	.	.	PUNCT
fuelectenerg-9953	352	1	109–118	109–118	NUM
fuelectenerg-9953	352	2	,	,	PUNCT
fuelectenerg-9953	352	3	2016	2016	NUM
fuelectenerg-9953	352	4	.	.	PUNCT
fuelectenerg-9953	353	1	[	[	X
fuelectenerg-9953	353	2	42	42	NUM
fuelectenerg-9953	353	3	]	]	PUNCT
fuelectenerg-9953	353	4	m.	m.	NOUN
fuelectenerg-9953	353	5	faryaneh	faryaneh	NOUN
fuelectenerg-9953	353	6	,	,	PUNCT
fuelectenerg-9953	353	7	"	"	PUNCT
fuelectenerg-9953	353	8	weighted	weight	VERB
fuelectenerg-9953	353	9	k	k	ADJ
fuelectenerg-9953	353	10	-	-	PUNCT
fuelectenerg-9953	353	11	nearest	near	ADJ
fuelectenerg-9953	353	12	neighbors	neighbor	NOUN
fuelectenerg-9953	353	13	(	(	PUNCT
fuelectenerg-9953	353	14	wknn	wknn	PROPN
fuelectenerg-9953	353	15	)	)	PUNCT
fuelectenerg-9953	353	16	,	,	PUNCT
fuelectenerg-9953	353	17	"	"	PUNCT
fuelectenerg-9953	353	18	matlab	matlab	PROPN
fuelectenerg-9953	353	19	central	central	ADJ
fuelectenerg-9953	353	20	file	file	NOUN
fuelectenerg-9953	353	21	exchange	exchange	NOUN
fuelectenerg-9953	353	22	,	,	PUNCT
fuelectenerg-9953	353	23	https://www.mathworks.com/matlabcentral/fileexchange/74111-weighted-k-nearest-neighbors-wknn	https://www.mathworks.com/matlabcentral/fileexchange/74111-weighted-k-nearest-neighbors-wknn	NOUN
fuelectenerg-9953	353	24	.	.	PUNCT
fuelectenerg-9953	354	1	[	[	X
fuelectenerg-9953	354	2	43	43	NUM
fuelectenerg-9953	354	3	]	]	X
fuelectenerg-9953	354	4	w.	w.	PROPN
fuelectenerg-9953	354	5	f.	f.	PROPN
fuelectenerg-9953	354	6	schmidt	schmidt	PROPN
fuelectenerg-9953	354	7	,	,	PUNCT
fuelectenerg-9953	354	8	m.	m.	NOUN
fuelectenerg-9953	354	9	a.	a.	NOUN
fuelectenerg-9953	354	10	kraaijveld	kraaijveld	PROPN
fuelectenerg-9953	354	11	and	and	CCONJ
fuelectenerg-9953	354	12	r.	r.	PROPN
fuelectenerg-9953	354	13	p.	p.	PROPN
fuelectenerg-9953	354	14	w.	w.	PROPN
fuelectenerg-9953	354	15	duin	duin	PROPN
fuelectenerg-9953	354	16	,	,	PUNCT
fuelectenerg-9953	354	17	"	"	PUNCT
fuelectenerg-9953	354	18	feed	feed	VERB
fuelectenerg-9953	354	19	forward	forward	ADV
fuelectenerg-9953	354	20	neural	neural	ADJ
fuelectenerg-9953	354	21	networks	network	NOUN
fuelectenerg-9953	354	22	with	with	ADP
fuelectenerg-9953	354	23	random	random	ADJ
fuelectenerg-9953	354	24	weights	weight	NOUN
fuelectenerg-9953	354	25	,	,	PUNCT
fuelectenerg-9953	354	26	"	"	PUNCT
fuelectenerg-9953	354	27	the	the	DET
fuelectenerg-9953	354	28	netherlands	netherlands	PROPN
fuelectenerg-9953	354	29	,	,	PUNCT
fuelectenerg-9953	354	30	delft	delft	PROPN
fuelectenerg-9953	354	31	university	university	PROPN
fuelectenerg-9953	354	32	of	of	ADP
fuelectenerg-9953	354	33	technology	technology	NOUN
fuelectenerg-9953	354	34	,	,	PUNCT
fuelectenerg-9953	354	35	faculty	faculty	NOUN
fuelectenerg-9953	354	36	of	of	ADP
fuelectenerg-9953	354	37	applied	applied	ADJ
fuelectenerg-9953	354	38	phisics,1992	phisics,1992	NOUN
fuelectenerg-9953	354	39	,	,	PUNCT
fuelectenerg-9953	354	40	0	0	NUM
fuelectenerg-9953	354	41	-	-	PUNCT
fuelectenerg-9953	354	42	8186	8186	NUM
fuelectenerg-9953	354	43	-	-	SYM
fuelectenerg-9953	354	44	2915	2915	NUM
fuelectenerg-9953	354	45	-	-	PUNCT
fuelectenerg-9953	354	46	0/92	0/92	NUM
fuelectenerg-9953	354	47	,	,	PUNCT
fuelectenerg-9953	354	48	ieee	ieee	NOUN
fuelectenerg-9953	354	49	,	,	PUNCT
fuelectenerg-9953	354	50	pp	pp	ADP
fuelectenerg-9953	354	51	.	.	PUNCT
fuelectenerg-9953	355	1	1–4	1–4	NUM
fuelectenerg-9953	355	2	.	.	PUNCT
fuelectenerg-9953	356	1	[	[	X
fuelectenerg-9953	356	2	44	44	NUM
fuelectenerg-9953	356	3	]	]	PUNCT
fuelectenerg-9953	356	4	d.	d.	PROPN
fuelectenerg-9953	356	5	protic	protic	PROPN
fuelectenerg-9953	356	6	,	,	PUNCT
fuelectenerg-9953	356	7	"	"	PUNCT
fuelectenerg-9953	356	8	feedforward	feedforward	ADJ
fuelectenerg-9953	356	9	neural	neural	ADJ
fuelectenerg-9953	356	10	networks	network	NOUN
fuelectenerg-9953	356	11	:	:	PUNCT
fuelectenerg-9953	356	12	the	the	DET
fuelectenerg-9953	356	13	levenberg	levenberg	PROPN
fuelectenerg-9953	356	14	-	-	PUNCT
fuelectenerg-9953	356	15	marquardt	marquardt	PROPN
fuelectenerg-9953	356	16	optimization	optimization	NOUN
fuelectenerg-9953	356	17	and	and	CCONJ
fuelectenerg-9953	356	18	the	the	DET
fuelectenerg-9953	356	19	optimal	optimal	ADJ
fuelectenerg-9953	356	20	brain	brain	NOUN
fuelectenerg-9953	356	21	surgeon	surgeon	NOUN
fuelectenerg-9953	356	22	pruning	prune	VERB
fuelectenerg-9953	356	23	,	,	PUNCT
fuelectenerg-9953	356	24	"	"	PUNCT
fuelectenerg-9953	356	25	military	military	ADJ
fuelectenerg-9953	356	26	technical	technical	ADJ
fuelectenerg-9953	356	27	courier	courier	NOUN
fuelectenerg-9953	356	28	,	,	PUNCT
fuelectenerg-9953	356	29	vol	vol	NOUN
fuelectenerg-9953	356	30	.	.	PROPN
fuelectenerg-9953	356	31	63	63	NUM
fuelectenerg-9953	356	32	,	,	PUNCT
fuelectenerg-9953	356	33	no	no	INTJ
fuelectenerg-9953	356	34	.	.	NOUN
fuelectenerg-9953	356	35	3	3	NUM
fuelectenerg-9953	356	36	,	,	PUNCT
fuelectenerg-9953	356	37	pp	pp	ADJ
fuelectenerg-9953	356	38	.	.	PUNCT
fuelectenerg-9953	356	39	11–28	11–28	NUM
fuelectenerg-9953	356	40	,	,	PUNCT
fuelectenerg-9953	356	41	2015	2015	NUM
fuelectenerg-9953	356	42	.	.	PUNCT
fuelectenerg-9953	357	1	[	[	X
fuelectenerg-9953	357	2	45	45	NUM
fuelectenerg-9953	357	3	]	]	PUNCT
fuelectenerg-9953	357	4	k.	k.	PROPN
fuelectenerg-9953	357	5	levenberg	levenberg	PROPN
fuelectenerg-9953	357	6	,	,	PUNCT
fuelectenerg-9953	357	7	"	"	PUNCT
fuelectenerg-9953	357	8	a	a	DET
fuelectenerg-9953	357	9	method	method	NOUN
fuelectenerg-9953	357	10	for	for	ADP
fuelectenerg-9953	357	11	the	the	DET
fuelectenerg-9953	357	12	solution	solution	NOUN
fuelectenerg-9953	357	13	of	of	ADP
fuelectenerg-9953	357	14	certain	certain	ADJ
fuelectenerg-9953	357	15	problems	problem	NOUN
fuelectenerg-9953	357	16	in	in	ADP
fuelectenerg-9953	357	17	least	least	ADJ
fuelectenerg-9953	357	18	squares	square	NOUN
fuelectenerg-9953	357	19	,	,	PUNCT
fuelectenerg-9953	357	20	"	"	PUNCT
fuelectenerg-9953	357	21	quarterly	quarterly	ADJ
fuelectenerg-9953	357	22	of	of	ADP
fuelectenerg-9953	357	23	applied	applied	ADJ
fuelectenerg-9953	357	24	mathematics	mathematic	NOUN
fuelectenerg-9953	357	25	,	,	PUNCT
fuelectenerg-9953	357	26	vol	vol	NOUN
fuelectenerg-9953	357	27	.	.	PROPN
fuelectenerg-9953	357	28	5	5	NUM
fuelectenerg-9953	357	29	,	,	PUNCT
fuelectenerg-9953	357	30	pp	pp	ADJ
fuelectenerg-9953	357	31	.	.	PUNCT
fuelectenerg-9953	358	1	164–168	164–168	NUM
fuelectenerg-9953	358	2	,	,	PUNCT
fuelectenerg-9953	358	3	1944	1944	NUM
fuelectenerg-9953	358	4	.	.	PUNCT
fuelectenerg-9953	359	1	[	[	X
fuelectenerg-9953	359	2	46	46	NUM
fuelectenerg-9953	359	3	]	]	X
fuelectenerg-9953	359	4	d.	d.	PROPN
fuelectenerg-9953	359	5	marquardt	marquardt	PROPN
fuelectenerg-9953	359	6	,	,	PUNCT
fuelectenerg-9953	359	7	"	"	PUNCT
fuelectenerg-9953	359	8	an	an	DET
fuelectenerg-9953	359	9	algorithm	algorithm	NOUN
fuelectenerg-9953	359	10	for	for	ADP
fuelectenerg-9953	359	11	least	least	ADJ
fuelectenerg-9953	359	12	-	-	PUNCT
fuelectenerg-9953	359	13	squares	square	NOUN
fuelectenerg-9953	359	14	estimation	estimation	NOUN
fuelectenerg-9953	359	15	of	of	ADP
fuelectenerg-9953	359	16	nonlinear	nonlinear	ADJ
fuelectenerg-9953	359	17	parameters	parameter	NOUN
fuelectenerg-9953	359	18	,	,	PUNCT
fuelectenerg-9953	359	19	"	"	PUNCT
fuelectenerg-9953	359	20	siam	siam	ADJ
fuelectenerg-9953	359	21	journal	journal	NOUN
fuelectenerg-9953	359	22	in	in	ADP
fuelectenerg-9953	359	23	applied	applied	ADJ
fuelectenerg-9953	359	24	mathematics	mathematic	NOUN
fuelectenerg-9953	359	25	,	,	PUNCT
fuelectenerg-9953	359	26	vol	vol	NOUN
fuelectenerg-9953	359	27	.	.	PROPN
fuelectenerg-9953	360	1	11	11	NUM
fuelectenerg-9953	360	2	,	,	PUNCT
fuelectenerg-9953	360	3	no	no	INTJ
fuelectenerg-9953	360	4	.	.	NOUN
fuelectenerg-9953	360	5	2	2	NUM
fuelectenerg-9953	360	6	,	,	PUNCT
fuelectenerg-9953	360	7	pp	pp	ADJ
fuelectenerg-9953	360	8	.	.	PUNCT
fuelectenerg-9953	361	1	431–441	431–441	NUM
fuelectenerg-9953	361	2	,	,	PUNCT
fuelectenerg-9953	361	3	1963	1963	NUM
fuelectenerg-9953	361	4	.	.	PUNCT
fuelectenerg-9953	362	1	[	[	X
fuelectenerg-9953	362	2	47	47	NUM
fuelectenerg-9953	362	3	]	]	X
fuelectenerg-9953	362	4	c.	c.	PROPN
fuelectenerg-9953	362	5	ambedkar	ambedkar	PROPN
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fuelectenerg-9953	362	10	,	,	PUNCT
fuelectenerg-9953	362	11	"	"	PUNCT
fuelectenerg-9953	362	12	detection	detection	NOUN
fuelectenerg-9953	362	13	of	of	ADP
fuelectenerg-9953	362	14	probe	probe	NOUN
fuelectenerg-9953	362	15	attacks	attack	NOUN
fuelectenerg-9953	362	16	using	use	VERB
fuelectenerg-9953	362	17	machine	machine	NOUN
fuelectenerg-9953	362	18	learning	learning	NOUN
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fuelectenerg-9953	362	20	,	,	PUNCT
fuelectenerg-9953	362	21	"	"	PUNCT
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fuelectenerg-9953	362	23	journal	journal	NOUN
fuelectenerg-9953	362	24	of	of	ADP
fuelectenerg-9953	362	25	research	research	NOUN
fuelectenerg-9953	362	26	studies	study	NOUN
fuelectenerg-9953	362	27	in	in	ADP
fuelectenerg-9953	362	28	computer	computer	NOUN
fuelectenerg-9953	362	29	science	science	NOUN
fuelectenerg-9953	362	30	and	and	CCONJ
fuelectenerg-9953	362	31	engineering	engineering	NOUN
fuelectenerg-9953	362	32	,	,	PUNCT
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fuelectenerg-9953	362	34	.	.	PROPN
fuelectenerg-9953	362	35	2	2	NUM
fuelectenerg-9953	362	36	,	,	PUNCT
fuelectenerg-9953	362	37	no	no	INTJ
fuelectenerg-9953	362	38	.	.	NOUN
fuelectenerg-9953	362	39	3	3	NUM
fuelectenerg-9953	362	40	,	,	PUNCT
fuelectenerg-9953	362	41	pp	pp	ADJ
fuelectenerg-9953	362	42	.	.	PUNCT
fuelectenerg-9953	363	1	25–29	25–29	NUM
fuelectenerg-9953	363	2	,	,	PUNCT
fuelectenerg-9953	363	3	2015	2015	NUM
fuelectenerg-9953	363	4	.	.	PUNCT
fuelectenerg-9953	364	1	[	[	X
fuelectenerg-9953	364	2	48	48	NUM
fuelectenerg-9953	364	3	]	]	PUNCT
fuelectenerg-9953	364	4	m.	m.	NOUN
fuelectenerg-9953	364	5	kurhade	kurhade	PROPN
fuelectenerg-9953	364	6	and	and	CCONJ
fuelectenerg-9953	364	7	r.	r.	PROPN
fuelectenerg-9953	364	8	wankhade	wankhade	PROPN
fuelectenerg-9953	364	9	,	,	PUNCT
fuelectenerg-9953	364	10	"	"	PUNCT
fuelectenerg-9953	364	11	an	an	DET
fuelectenerg-9953	364	12	overview	overview	NOUN
fuelectenerg-9953	364	13	on	on	ADP
fuelectenerg-9953	364	14	decision	decision	NOUN
fuelectenerg-9953	364	15	making	make	VERB
fuelectenerg-9953	364	16	under	under	ADP
fuelectenerg-9953	364	17	risk	risk	NOUN
fuelectenerg-9953	364	18	and	and	CCONJ
fuelectenerg-9953	364	19	uncertainty	uncertainty	NOUN
fuelectenerg-9953	364	20	,	,	PUNCT
fuelectenerg-9953	364	21	"	"	PUNCT
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fuelectenerg-9953	364	23	journal	journal	NOUN
fuelectenerg-9953	364	24	of	of	ADP
fuelectenerg-9953	364	25	science	science	NOUN
fuelectenerg-9953	364	26	and	and	CCONJ
fuelectenerg-9953	364	27	research	research	NOUN
fuelectenerg-9953	364	28	,	,	PUNCT
fuelectenerg-9953	364	29	vol	vol	NOUN
fuelectenerg-9953	364	30	.	.	PROPN
fuelectenerg-9953	364	31	5	5	NUM
fuelectenerg-9953	364	32	,	,	PUNCT
fuelectenerg-9953	364	33	no	no	INTJ
fuelectenerg-9953	364	34	.	.	NOUN
fuelectenerg-9953	364	35	4	4	NUM
fuelectenerg-9953	364	36	,	,	PUNCT
fuelectenerg-9953	364	37	pp	pp	ADJ
fuelectenerg-9953	364	38	.	.	PUNCT
fuelectenerg-9953	365	1	416–422	416–422	NUM
fuelectenerg-9953	365	2	,	,	PUNCT
fuelectenerg-9953	365	3	april	april	PROPN
fuelectenerg-9953	365	4	2016	2016	NUM
fuelectenerg-9953	365	5	.	.	PUNCT
fuelectenerg-9953	366	1	[	[	X
fuelectenerg-9953	366	2	49	49	NUM
fuelectenerg-9953	366	3	]	]	X
fuelectenerg-9953	366	4	d.	d.	PROPN
fuelectenerg-9953	366	5	pamucar	pamucar	PROPN
fuelectenerg-9953	366	6	,	,	PUNCT
fuelectenerg-9953	366	7	d.	d.	PROPN
fuelectenerg-9953	366	8	bozanic	bozanic	PROPN
fuelectenerg-9953	366	9	and	and	CCONJ
fuelectenerg-9953	366	10	a.	a.	NOUN
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fuelectenerg-9953	366	12	,	,	PUNCT
fuelectenerg-9953	366	13	"	"	PUNCT
fuelectenerg-9953	366	14	multi	multi	ADJ
fuelectenerg-9953	366	15	-	-	ADJ
fuelectenerg-9953	366	16	criteria	criterion	NOUN
fuelectenerg-9953	366	17	decision	decision	NOUN
fuelectenerg-9953	366	18	-	-	PUNCT
fuelectenerg-9953	366	19	making	making	NOUN
fuelectenerg-9953	366	20	:	:	PUNCT
fuelectenerg-9953	366	21	an	an	DET
fuelectenerg-9953	366	22	example	example	NOUN
fuelectenerg-9953	366	23	of	of	ADP
fuelectenerg-9953	366	24	sensitivity	sensitivity	NOUN
fuelectenerg-9953	366	25	analysis	analysis	NOUN
fuelectenerg-9953	366	26	,	,	PUNCT
fuelectenerg-9953	366	27	"	"	PUNCT
fuelectenerg-9953	366	28	serbian	serbian	ADJ
fuelectenerg-9953	366	29	journal	journal	NOUN
fuelectenerg-9953	366	30	of	of	ADP
fuelectenerg-9953	366	31	management	management	NOUN
fuelectenerg-9953	366	32	,	,	PUNCT
fuelectenerg-9953	366	33	vol	vol	NOUN
fuelectenerg-9953	366	34	.	.	PROPN
fuelectenerg-9953	366	35	12	12	NUM
fuelectenerg-9953	366	36	,	,	PUNCT
fuelectenerg-9953	366	37	no	no	INTJ
fuelectenerg-9953	366	38	.	.	NOUN
fuelectenerg-9953	366	39	1	1	NUM
fuelectenerg-9953	366	40	,	,	PUNCT
fuelectenerg-9953	366	41	2017	2017	NUM
fuelectenerg-9953	366	42	.	.	PUNCT
fuelectenerg-9953	367	1	[	[	X
fuelectenerg-9953	367	2	50	50	NUM
fuelectenerg-9953	367	3	]	]	PUNCT
fuelectenerg-9953	367	4	a.	a.	PROPN
fuelectenerg-9953	367	5	ramos	ramos	PROPN
fuelectenerg-9953	367	6	,	,	PUNCT
fuelectenerg-9953	367	7	m.	m.	PROPN
fuelectenerg-9953	367	8	lazar	lazar	PROPN
fuelectenerg-9953	367	9	,	,	PUNCT
fuelectenerg-9953	367	10	r.	r.	PROPN
fuelectenerg-9953	367	11	f.	f.	PROPN
fuelectenerg-9953	367	12	filho	filho	PROPN
fuelectenerg-9953	367	13	and	and	CCONJ
fuelectenerg-9953	367	14	j.	j.	PROPN
fuelectenerg-9953	367	15	j	j	PROPN
fuelectenerg-9953	367	16	p.	p.	PROPN
fuelectenerg-9953	367	17	c.	c.	PROPN
fuelectenerg-9953	367	18	rodrigues	rodrigues	PROPN
fuelectenerg-9953	367	19	,	,	PUNCT
fuelectenerg-9953	367	20	"	"	PUNCT
fuelectenerg-9953	367	21	a	a	DET
fuelectenerg-9953	367	22	security	security	NOUN
fuelectenerg-9953	367	23	metric	metric	ADJ
fuelectenerg-9953	367	24	for	for	ADP
fuelectenerg-9953	367	25	evaluation	evaluation	NOUN
fuelectenerg-9953	367	26	of	of	ADP
fuelectenerg-9953	367	27	collaborative	collaborative	ADJ
fuelectenerg-9953	367	28	intrusion	intrusion	NOUN
fuelectenerg-9953	367	29	detection	detection	NOUN
fuelectenerg-9953	367	30	systems	system	NOUN
fuelectenerg-9953	367	31	in	in	ADP
fuelectenerg-9953	367	32	wireless	wireless	ADJ
fuelectenerg-9953	367	33	sensor	sensor	NOUN
fuelectenerg-9953	367	34	networks	network	NOUN
fuelectenerg-9953	367	35	,	,	PUNCT
fuelectenerg-9953	367	36	"	"	PUNCT
fuelectenerg-9953	367	37	in	in	ADP
fuelectenerg-9953	367	38	proceedings	proceeding	NOUN
fuelectenerg-9953	367	39	of	of	ADP
fuelectenerg-9953	367	40	the	the	DET
fuelectenerg-9953	367	41	2017	2017	NUM
fuelectenerg-9953	367	42	ieee	ieee	NOUN
fuelectenerg-9953	367	43	international	international	ADJ
fuelectenerg-9953	367	44	conference	conference	NOUN
fuelectenerg-9953	367	45	on	on	ADP
fuelectenerg-9953	367	46	communications	communication	NOUN
fuelectenerg-9953	367	47	(	(	PUNCT
fuelectenerg-9953	367	48	icc	icc	PROPN
fuelectenerg-9953	367	49	)	)	PUNCT
fuelectenerg-9953	367	50	,	,	PUNCT
fuelectenerg-9953	367	51	2017	2017	NUM
fuelectenerg-9953	367	52	,	,	PUNCT
fuelectenerg-9953	367	53	pp	pp	ADJ
fuelectenerg-9953	367	54	.	.	PUNCT
fuelectenerg-9953	368	1	1–6	1–6	X
fuelectenerg-9953	368	2	.	.	PUNCT
fuelectenerg-9953	369	1	[	[	X
fuelectenerg-9953	369	2	51	51	NUM
fuelectenerg-9953	369	3	]	]	PUNCT
fuelectenerg-9953	369	4	l.	l.	PROPN
fuelectenerg-9953	369	5	zomlot	zomlot	PROPN
fuelectenerg-9953	369	6	,	,	PUNCT
fuelectenerg-9953	369	7	"	"	PUNCT
fuelectenerg-9953	369	8	handling	handle	VERB
fuelectenerg-9953	369	9	uncertainty	uncertainty	NOUN
fuelectenerg-9953	369	10	in	in	ADP
fuelectenerg-9953	369	11	intrusion	intrusion	NOUN
fuelectenerg-9953	369	12	analysis	analysis	NOUN
fuelectenerg-9953	369	13	,	,	PUNCT
fuelectenerg-9953	369	14	”	"	PUNCT
fuelectenerg-9953	369	15	thesis	thesis	NOUN
fuelectenerg-9953	369	16	for	for	ADP
fuelectenerg-9953	369	17	phd	phd	NOUN
fuelectenerg-9953	369	18	,	,	PUNCT
fuelectenerg-9953	369	19	2014	2014	NUM
fuelectenerg-9953	369	20	.	.	PUNCT
fuelectenerg-9953	370	1	http://doi.org/10.13140/	http://doi.org/10.13140/	NOUN
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fuelectenerg-9953	370	3	.	.	PUNCT
fuelectenerg-9953	371	1	[	[	X
fuelectenerg-9953	371	2	52	52	NUM
fuelectenerg-9953	371	3	]	]	PUNCT
fuelectenerg-9953	371	4	t.	t.	PROPN
fuelectenerg-9953	371	5	h.	h.	PROPN
fuelectenerg-9953	371	6	ho	ho	PROPN
fuelectenerg-9953	371	7	,	,	PUNCT
fuelectenerg-9953	371	8	j.	j.	PROPN
fuelectenerg-9953	371	9	j.	j.	PROPN
fuelectenerg-9953	371	10	hull	hull	PROPN
fuelectenerg-9953	371	11	and	and	CCONJ
fuelectenerg-9953	371	12	s.	s.	PROPN
fuelectenerg-9953	371	13	n.	n.	PROPN
fuelectenerg-9953	371	14	sirihari	sirihari	PROPN
fuelectenerg-9953	371	15	,	,	PUNCT
fuelectenerg-9953	371	16	"	"	PUNCT
fuelectenerg-9953	371	17	decision	decision	NOUN
fuelectenerg-9953	371	18	combination	combination	NOUN
fuelectenerg-9953	371	19	in	in	ADP
fuelectenerg-9953	371	20	multiple	multiple	ADJ
fuelectenerg-9953	371	21	classification	classification	NOUN
fuelectenerg-9953	371	22	systems	system	NOUN
fuelectenerg-9953	371	23	,	,	PUNCT
fuelectenerg-9953	371	24	"	"	PUNCT
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fuelectenerg-9953	371	30	and	and	CCONJ
fuelectenerg-9953	371	31	machine	machine	NOUN
fuelectenerg-9953	371	32	intelligence	intelligence	NOUN
fuelectenerg-9953	371	33	,	,	PUNCT
fuelectenerg-9953	371	34	vol	vol	NOUN
fuelectenerg-9953	371	35	.	.	PROPN
fuelectenerg-9953	371	36	16	16	NUM
fuelectenerg-9953	371	37	,	,	PUNCT
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fuelectenerg-9953	371	39	,	,	PUNCT
fuelectenerg-9953	371	40	pp	pp	ADJ
fuelectenerg-9953	371	41	.	.	PUNCT
fuelectenerg-9953	372	1	66–75	66–75	NUM
fuelectenerg-9953	372	2	,	,	PUNCT
fuelectenerg-9953	372	3	january	january	PROPN
fuelectenerg-9953	372	4	1994	1994	NUM
fuelectenerg-9953	372	5	.	.	PUNCT
fuelectenerg-9953	373	1	https://www.admin-magazine.com/archive/2014/24/network-analysis-with-the-bro-network-security-monitor	https://www.admin-magazine.com/archive/2014/24/network-analysis-with-the-bro-network-security-monitor	PROPN
fuelectenerg-9953	373	2	https://www.admin-magazine.com/archive/2014/24/network-analysis-with-the-bro-network-security-monitor	https://www.admin-magazine.com/archive/2014/24/network-analysis-with-the-bro-network-security-monitor	PROPN
fuelectenerg-9953	373	3	http://kdd.ics.uci.edu/dataset/kddcup’99/kddcup’99.html	http://kdd.ics.uci.edu/dataset/kddcup’99/kddcup’99.html	X
fuelectenerg-9953	373	4	https://www.mathworks.com/matlabcentral/fileexchange/74111-weighted-k-nearest-neighbors-wknn	https://www.mathworks.com/matlabcentral/fileexchange/74111-weighted-k-nearest-neighbors-wknn	VERB
fuelectenerg-9953	373	5	http://doi.org/10.13140/%0brg.2.1.4936.4326	http://doi.org/10.13140/%0brg.2.1.4936.4326	NOUN
fuelectenerg-9953	373	6	http://doi.org/10.13140/%0brg.2.1.4936.4326	http://doi.org/10.13140/%0brg.2.1.4936.4326	NOUN