id	sid	tid	token	lemma	pos
fuelectenerg-4503	1	1	facta	facta	PROPN
fuelectenerg-4503	1	2	universitatis	universitatis	PROPN
fuelectenerg-4503	1	3	series	series	NOUN
fuelectenerg-4503	1	4	:	:	PUNCT
fuelectenerg-4503	1	5	electronics	electronic	NOUN
fuelectenerg-4503	1	6	and	and	CCONJ
fuelectenerg-4503	1	7	energetics	energetics	NOUN
fuelectenerg-4503	1	8	vol	vol	NOUN
fuelectenerg-4503	1	9	.	.	PUNCT
fuelectenerg-4503	2	1	32	32	NUM
fuelectenerg-4503	2	2	,	,	PUNCT
fuelectenerg-4503	2	3	no	no	DET
fuelectenerg-4503	2	4	2	2	NUM
fuelectenerg-4503	2	5	,	,	PUNCT
fuelectenerg-4503	2	6	june	june	PROPN
fuelectenerg-4503	2	7	2019	2019	NUM
fuelectenerg-4503	2	8	,	,	PUNCT
fuelectenerg-4503	2	9	pp	pp	ADJ
fuelectenerg-4503	2	10	.	.	PUNCT
fuelectenerg-4503	3	1	249	249	NUM
fuelectenerg-4503	3	2	-	-	SYM
fuelectenerg-4503	3	3	265	265	NUM
fuelectenerg-4503	3	4	https://doi.org/10.2298/fuee1902249c	https://doi.org/10.2298/fuee1902249c	PROPN
fuelectenerg-4503	3	5	ewma	ewma	NOUN
fuelectenerg-4503	3	6	statistics	statistic	NOUN
fuelectenerg-4503	3	7	and	and	CCONJ
fuelectenerg-4503	3	8	fuzzy	fuzzy	ADJ
fuelectenerg-4503	3	9	logic	logic	NOUN
fuelectenerg-4503	3	10	in	in	ADP
fuelectenerg-4503	3	11	function	function	NOUN
fuelectenerg-4503	3	12	of	of	ADP
fuelectenerg-4503	3	13	network	network	NOUN
fuelectenerg-4503	3	14	anomaly	anomaly	PROPN
fuelectenerg-4503	3	15	detection	detection	PROPN
fuelectenerg-4503	3	16	petar	petar	PROPN
fuelectenerg-4503	3	17	čisar	čisar	PROPN
fuelectenerg-4503	3	18	1	1	NUM
fuelectenerg-4503	3	19	,	,	PUNCT
fuelectenerg-4503	3	20	sanja	sanja	PROPN
fuelectenerg-4503	3	21	maravić	maravić	PROPN
fuelectenerg-4503	3	22	čisar	čisar	VERB
fuelectenerg-4503	3	23	2	2	NUM
fuelectenerg-4503	3	24	1	1	NUM
fuelectenerg-4503	3	25	university	university	NOUN
fuelectenerg-4503	3	26	of	of	ADP
fuelectenerg-4503	3	27	criminal	criminal	ADJ
fuelectenerg-4503	3	28	investigation	investigation	NOUN
fuelectenerg-4503	3	29	and	and	CCONJ
fuelectenerg-4503	3	30	police	police	NOUN
fuelectenerg-4503	3	31	studies	study	NOUN
fuelectenerg-4503	3	32	,	,	PUNCT
fuelectenerg-4503	3	33	zemun	zemun	PROPN
fuelectenerg-4503	3	34	-	-	PUNCT
fuelectenerg-4503	3	35	belgrade	belgrade	PROPN
fuelectenerg-4503	3	36	,	,	PUNCT
fuelectenerg-4503	3	37	serbia	serbia	PROPN
fuelectenerg-4503	3	38	2	2	NUM
fuelectenerg-4503	3	39	subotica	subotica	NOUN
fuelectenerg-4503	3	40	tech	tech	NOUN
fuelectenerg-4503	3	41	,	,	PUNCT
fuelectenerg-4503	3	42	deparment	deparment	NOUN
fuelectenerg-4503	3	43	of	of	ADP
fuelectenerg-4503	3	44	informatics	informatics	PROPN
fuelectenerg-4503	3	45	,	,	PUNCT
fuelectenerg-4503	3	46	subotica	subotica	PROPN
fuelectenerg-4503	3	47	,	,	PUNCT
fuelectenerg-4503	3	48	serbia	serbia	PROPN
fuelectenerg-4503	3	49	abstract	abstract	PROPN
fuelectenerg-4503	3	50	.	.	PUNCT
fuelectenerg-4503	4	1	anomaly	anomaly	PROPN
fuelectenerg-4503	4	2	detection	detection	NOUN
fuelectenerg-4503	4	3	is	be	AUX
fuelectenerg-4503	4	4	used	use	VERB
fuelectenerg-4503	4	5	to	to	PART
fuelectenerg-4503	4	6	monitor	monitor	VERB
fuelectenerg-4503	4	7	and	and	CCONJ
fuelectenerg-4503	4	8	capture	capture	VERB
fuelectenerg-4503	4	9	traffic	traffic	NOUN
fuelectenerg-4503	4	10	anomalies	anomaly	NOUN
fuelectenerg-4503	4	11	in	in	ADP
fuelectenerg-4503	4	12	network	network	NOUN
fuelectenerg-4503	4	13	systems	system	NOUN
fuelectenerg-4503	4	14	.	.	PUNCT
fuelectenerg-4503	5	1	many	many	ADJ
fuelectenerg-4503	5	2	anomalies	anomaly	NOUN
fuelectenerg-4503	5	3	manifest	manifest	VERB
fuelectenerg-4503	5	4	in	in	ADP
fuelectenerg-4503	5	5	changes	change	NOUN
fuelectenerg-4503	5	6	in	in	ADP
fuelectenerg-4503	5	7	the	the	DET
fuelectenerg-4503	5	8	intensity	intensity	NOUN
fuelectenerg-4503	5	9	of	of	ADP
fuelectenerg-4503	5	10	network	network	NOUN
fuelectenerg-4503	5	11	events	event	NOUN
fuelectenerg-4503	5	12	.	.	PUNCT
fuelectenerg-4503	6	1	because	because	SCONJ
fuelectenerg-4503	6	2	of	of	ADP
fuelectenerg-4503	6	3	the	the	DET
fuelectenerg-4503	6	4	ability	ability	NOUN
fuelectenerg-4503	6	5	of	of	ADP
fuelectenerg-4503	6	6	ewma	ewma	PROPN
fuelectenerg-4503	6	7	control	control	PROPN
fuelectenerg-4503	6	8	chart	chart	PROPN
fuelectenerg-4503	6	9	to	to	PART
fuelectenerg-4503	6	10	monitor	monitor	VERB
fuelectenerg-4503	6	11	the	the	DET
fuelectenerg-4503	6	12	rate	rate	NOUN
fuelectenerg-4503	6	13	of	of	ADP
fuelectenerg-4503	6	14	occurrences	occurrence	NOUN
fuelectenerg-4503	6	15	of	of	ADP
fuelectenerg-4503	6	16	events	event	NOUN
fuelectenerg-4503	6	17	based	base	VERB
fuelectenerg-4503	6	18	on	on	ADP
fuelectenerg-4503	6	19	their	their	PRON
fuelectenerg-4503	6	20	intensity	intensity	NOUN
fuelectenerg-4503	6	21	,	,	PUNCT
fuelectenerg-4503	6	22	this	this	DET
fuelectenerg-4503	6	23	statistic	statistic	NOUN
fuelectenerg-4503	6	24	is	be	AUX
fuelectenerg-4503	6	25	appropriate	appropriate	ADJ
fuelectenerg-4503	6	26	for	for	ADP
fuelectenerg-4503	6	27	implementation	implementation	NOUN
fuelectenerg-4503	6	28	in	in	ADP
fuelectenerg-4503	6	29	control	control	NOUN
fuelectenerg-4503	6	30	limits	limit	NOUN
fuelectenerg-4503	6	31	based	base	VERB
fuelectenerg-4503	6	32	algorithms	algorithm	NOUN
fuelectenerg-4503	6	33	.	.	PUNCT
fuelectenerg-4503	7	1	the	the	DET
fuelectenerg-4503	7	2	performance	performance	NOUN
fuelectenerg-4503	7	3	of	of	ADP
fuelectenerg-4503	7	4	standard	standard	ADJ
fuelectenerg-4503	7	5	ewma	ewma	NOUN
fuelectenerg-4503	7	6	algorithm	algorithm	NOUN
fuelectenerg-4503	7	7	can	can	AUX
fuelectenerg-4503	7	8	be	be	AUX
fuelectenerg-4503	7	9	made	make	VERB
fuelectenerg-4503	7	10	more	more	ADV
fuelectenerg-4503	7	11	effective	effective	ADJ
fuelectenerg-4503	7	12	combining	combine	VERB
fuelectenerg-4503	7	13	the	the	DET
fuelectenerg-4503	7	14	logic	logic	NOUN
fuelectenerg-4503	7	15	of	of	ADP
fuelectenerg-4503	7	16	adaptive	adaptive	ADJ
fuelectenerg-4503	7	17	threshold	threshold	NOUN
fuelectenerg-4503	7	18	algorithm	algorithm	NOUN
fuelectenerg-4503	7	19	and	and	CCONJ
fuelectenerg-4503	7	20	adequate	adequate	ADJ
fuelectenerg-4503	7	21	application	application	NOUN
fuelectenerg-4503	7	22	of	of	ADP
fuelectenerg-4503	7	23	fuzzy	fuzzy	ADJ
fuelectenerg-4503	7	24	theory	theory	NOUN
fuelectenerg-4503	7	25	.	.	PUNCT
fuelectenerg-4503	8	1	this	this	DET
fuelectenerg-4503	8	2	paper	paper	NOUN
fuelectenerg-4503	8	3	analyzes	analyze	VERB
fuelectenerg-4503	8	4	the	the	DET
fuelectenerg-4503	8	5	theoretical	theoretical	ADJ
fuelectenerg-4503	8	6	possibility	possibility	NOUN
fuelectenerg-4503	8	7	of	of	ADP
fuelectenerg-4503	8	8	applying	apply	VERB
fuelectenerg-4503	8	9	ewma	ewma	NOUN
fuelectenerg-4503	8	10	statistics	statistic	NOUN
fuelectenerg-4503	8	11	and	and	CCONJ
fuelectenerg-4503	8	12	fuzzy	fuzzy	ADJ
fuelectenerg-4503	8	13	logic	logic	NOUN
fuelectenerg-4503	8	14	to	to	PART
fuelectenerg-4503	8	15	detect	detect	VERB
fuelectenerg-4503	8	16	network	network	NOUN
fuelectenerg-4503	8	17	anomalies	anomaly	NOUN
fuelectenerg-4503	8	18	.	.	PUNCT
fuelectenerg-4503	9	1	different	different	ADJ
fuelectenerg-4503	9	2	aspects	aspect	NOUN
fuelectenerg-4503	9	3	of	of	ADP
fuelectenerg-4503	9	4	fuzzy	fuzzy	ADJ
fuelectenerg-4503	9	5	rules	rule	NOUN
fuelectenerg-4503	9	6	are	be	AUX
fuelectenerg-4503	9	7	discussed	discuss	VERB
fuelectenerg-4503	9	8	as	as	ADV
fuelectenerg-4503	9	9	well	well	ADV
fuelectenerg-4503	9	10	as	as	ADP
fuelectenerg-4503	9	11	different	different	ADJ
fuelectenerg-4503	9	12	membership	membership	NOUN
fuelectenerg-4503	9	13	functions	function	NOUN
fuelectenerg-4503	9	14	,	,	PUNCT
fuelectenerg-4503	9	15	trying	try	VERB
fuelectenerg-4503	9	16	to	to	PART
fuelectenerg-4503	9	17	find	find	VERB
fuelectenerg-4503	9	18	the	the	DET
fuelectenerg-4503	9	19	most	most	ADV
fuelectenerg-4503	9	20	adequate	adequate	ADJ
fuelectenerg-4503	9	21	choice	choice	NOUN
fuelectenerg-4503	9	22	.	.	PUNCT
fuelectenerg-4503	10	1	it	it	PRON
fuelectenerg-4503	10	2	is	be	AUX
fuelectenerg-4503	10	3	shown	show	VERB
fuelectenerg-4503	10	4	that	that	SCONJ
fuelectenerg-4503	10	5	the	the	DET
fuelectenerg-4503	10	6	introduction	introduction	NOUN
fuelectenerg-4503	10	7	of	of	ADP
fuelectenerg-4503	10	8	fuzzy	fuzzy	ADJ
fuelectenerg-4503	10	9	logic	logic	NOUN
fuelectenerg-4503	10	10	in	in	ADP
fuelectenerg-4503	10	11	standard	standard	ADJ
fuelectenerg-4503	10	12	ewma	ewma	NOUN
fuelectenerg-4503	10	13	algorithm	algorithm	NOUN
fuelectenerg-4503	10	14	for	for	ADP
fuelectenerg-4503	10	15	anomaly	anomaly	NOUN
fuelectenerg-4503	10	16	detection	detection	NOUN
fuelectenerg-4503	10	17	opens	open	VERB
fuelectenerg-4503	10	18	the	the	DET
fuelectenerg-4503	10	19	possibility	possibility	NOUN
fuelectenerg-4503	10	20	of	of	ADP
fuelectenerg-4503	10	21	previous	previous	ADJ
fuelectenerg-4503	10	22	warning	warning	NOUN
fuelectenerg-4503	10	23	from	from	ADP
fuelectenerg-4503	10	24	a	a	DET
fuelectenerg-4503	10	25	network	network	NOUN
fuelectenerg-4503	10	26	attack	attack	NOUN
fuelectenerg-4503	10	27	.	.	PUNCT
fuelectenerg-4503	11	1	besides	besides	SCONJ
fuelectenerg-4503	11	2	,	,	PUNCT
fuelectenerg-4503	11	3	fuzzy	fuzzy	ADJ
fuelectenerg-4503	11	4	logic	logic	NOUN
fuelectenerg-4503	11	5	enables	enable	VERB
fuelectenerg-4503	11	6	precise	precise	ADJ
fuelectenerg-4503	11	7	determination	determination	NOUN
fuelectenerg-4503	11	8	of	of	ADP
fuelectenerg-4503	11	9	degree	degree	NOUN
fuelectenerg-4503	11	10	of	of	ADP
fuelectenerg-4503	11	11	the	the	DET
fuelectenerg-4503	11	12	risk	risk	NOUN
fuelectenerg-4503	11	13	.	.	PUNCT
fuelectenerg-4503	12	1	key	key	ADJ
fuelectenerg-4503	12	2	words	word	NOUN
fuelectenerg-4503	12	3	:	:	PUNCT
fuelectenerg-4503	12	4	network	network	NOUN
fuelectenerg-4503	12	5	anomaly	anomaly	NOUN
fuelectenerg-4503	12	6	detection	detection	NOUN
fuelectenerg-4503	12	7	,	,	PUNCT
fuelectenerg-4503	12	8	ewma	ewma	NOUN
fuelectenerg-4503	12	9	,	,	PUNCT
fuelectenerg-4503	12	10	fuzzy	fuzzy	ADJ
fuelectenerg-4503	12	11	rules	rule	NOUN
fuelectenerg-4503	12	12	,	,	PUNCT
fuelectenerg-4503	12	13	membership	membership	NOUN
fuelectenerg-4503	12	14	functions	function	NOUN
fuelectenerg-4503	12	15	,	,	PUNCT
fuelectenerg-4503	12	16	operators	operator	NOUN
fuelectenerg-4503	12	17	1	1	NUM
fuelectenerg-4503	12	18	.	.	PUNCT
fuelectenerg-4503	13	1	introduction	introduction	NOUN
fuelectenerg-4503	13	2	intrusion	intrusion	NOUN
fuelectenerg-4503	13	3	detection	detection	NOUN
fuelectenerg-4503	13	4	is	be	AUX
fuelectenerg-4503	13	5	an	an	DET
fuelectenerg-4503	13	6	area	area	NOUN
fuelectenerg-4503	13	7	of	of	ADP
fuelectenerg-4503	13	8	computer	computer	NOUN
fuelectenerg-4503	13	9	security	security	NOUN
fuelectenerg-4503	13	10	that	that	PRON
fuelectenerg-4503	13	11	involves	involve	VERB
fuelectenerg-4503	13	12	the	the	DET
fuelectenerg-4503	13	13	detection	detection	NOUN
fuelectenerg-4503	13	14	of	of	ADP
fuelectenerg-4503	13	15	unwanted	unwanted	ADJ
fuelectenerg-4503	13	16	manipulations	manipulation	NOUN
fuelectenerg-4503	13	17	to	to	PART
fuelectenerg-4503	13	18	computer	computer	NOUN
fuelectenerg-4503	13	19	networks	network	NOUN
fuelectenerg-4503	13	20	.	.	PUNCT
fuelectenerg-4503	14	1	an	an	DET
fuelectenerg-4503	14	2	intrusion	intrusion	NOUN
fuelectenerg-4503	14	3	detection	detection	NOUN
fuelectenerg-4503	14	4	system	system	NOUN
fuelectenerg-4503	14	5	(	(	PUNCT
fuelectenerg-4503	14	6	ids	id	NOUN
fuelectenerg-4503	14	7	)	)	PUNCT
fuelectenerg-4503	14	8	is	be	AUX
fuelectenerg-4503	14	9	required	require	VERB
fuelectenerg-4503	14	10	to	to	PART
fuelectenerg-4503	14	11	detect	detect	VERB
fuelectenerg-4503	14	12	all	all	DET
fuelectenerg-4503	14	13	types	type	NOUN
fuelectenerg-4503	14	14	of	of	ADP
fuelectenerg-4503	14	15	malicious	malicious	ADJ
fuelectenerg-4503	14	16	network	network	NOUN
fuelectenerg-4503	14	17	traffic	traffic	NOUN
fuelectenerg-4503	14	18	and	and	CCONJ
fuelectenerg-4503	14	19	computer	computer	NOUN
fuelectenerg-4503	14	20	usage	usage	NOUN
fuelectenerg-4503	14	21	that	that	PRON
fuelectenerg-4503	14	22	can	can	AUX
fuelectenerg-4503	14	23	not	not	PART
fuelectenerg-4503	14	24	be	be	AUX
fuelectenerg-4503	14	25	detected	detect	VERB
fuelectenerg-4503	14	26	by	by	ADP
fuelectenerg-4503	14	27	a	a	DET
fuelectenerg-4503	14	28	conventional	conventional	ADJ
fuelectenerg-4503	14	29	firewall	firewall	NOUN
fuelectenerg-4503	14	30	(	(	PUNCT
fuelectenerg-4503	14	31	fig	fig	NOUN
fuelectenerg-4503	14	32	.	.	PUNCT
fuelectenerg-4503	15	1	1	1	NUM
fuelectenerg-4503	15	2	)	)	PUNCT
fuelectenerg-4503	15	3	.	.	PUNCT
fuelectenerg-4503	16	1	this	this	DET
fuelectenerg-4503	16	2	security	security	NOUN
fuelectenerg-4503	16	3	method	method	NOUN
fuelectenerg-4503	16	4	is	be	AUX
fuelectenerg-4503	16	5	needed	need	VERB
fuelectenerg-4503	16	6	in	in	ADP
fuelectenerg-4503	16	7	today	today	NOUN
fuelectenerg-4503	16	8	’s	’s	PART
fuelectenerg-4503	16	9	computing	compute	VERB
fuelectenerg-4503	16	10	environment	environment	NOUN
fuelectenerg-4503	16	11	because	because	SCONJ
fuelectenerg-4503	16	12	it	it	PRON
fuelectenerg-4503	16	13	is	be	AUX
fuelectenerg-4503	16	14	impossible	impossible	ADJ
fuelectenerg-4503	16	15	to	to	PART
fuelectenerg-4503	16	16	keep	keep	VERB
fuelectenerg-4503	16	17	pace	pace	NOUN
fuelectenerg-4503	16	18	with	with	ADP
fuelectenerg-4503	16	19	the	the	DET
fuelectenerg-4503	16	20	current	current	ADJ
fuelectenerg-4503	16	21	and	and	CCONJ
fuelectenerg-4503	16	22	potential	potential	ADJ
fuelectenerg-4503	16	23	threats	threat	NOUN
fuelectenerg-4503	16	24	and	and	CCONJ
fuelectenerg-4503	16	25	vulnerabilities	vulnerability	NOUN
fuelectenerg-4503	16	26	in	in	ADP
fuelectenerg-4503	16	27	our	our	PRON
fuelectenerg-4503	16	28	computing	computing	NOUN
fuelectenerg-4503	16	29	systems	system	NOUN
fuelectenerg-4503	16	30	.	.	PUNCT
fuelectenerg-4503	17	1	an	an	DET
fuelectenerg-4503	17	2	ids	id	NOUN
fuelectenerg-4503	17	3	may	may	AUX
fuelectenerg-4503	17	4	be	be	AUX
fuelectenerg-4503	17	5	categorized	categorize	VERB
fuelectenerg-4503	17	6	by	by	ADP
fuelectenerg-4503	17	7	its	its	PRON
fuelectenerg-4503	17	8	detection	detection	NOUN
fuelectenerg-4503	17	9	mechanism	mechanism	NOUN
fuelectenerg-4503	17	10	on	on	ADP
fuelectenerg-4503	17	11	:	:	PUNCT
fuelectenerg-4503	17	12	anomaly	anomaly	PROPN
fuelectenerg-4503	17	13	based	base	VERB
fuelectenerg-4503	17	14	,	,	PUNCT
fuelectenerg-4503	17	15	signature	signature	NOUN
fuelectenerg-4503	17	16	based	base	VERB
fuelectenerg-4503	17	17	or	or	CCONJ
fuelectenerg-4503	17	18	hybrid	hybrid	NOUN
fuelectenerg-4503	17	19	(	(	PUNCT
fuelectenerg-4503	17	20	uses	use	VERB
fuelectenerg-4503	17	21	both	both	PRON
fuelectenerg-4503	17	22	of	of	ADP
fuelectenerg-4503	17	23	previous	previous	ADJ
fuelectenerg-4503	17	24	technologies	technology	NOUN
fuelectenerg-4503	17	25	)	)	PUNCT
fuelectenerg-4503	17	26	.	.	PUNCT
fuelectenerg-4503	18	1	received	receive	VERB
fuelectenerg-4503	18	2	october	october	PROPN
fuelectenerg-4503	18	3	4	4	NUM
fuelectenerg-4503	18	4	,	,	PUNCT
fuelectenerg-4503	18	5	2018	2018	NUM
fuelectenerg-4503	18	6	;	;	PUNCT
fuelectenerg-4503	18	7	received	receive	VERB
fuelectenerg-4503	18	8	in	in	ADP
fuelectenerg-4503	18	9	revised	revise	VERB
fuelectenerg-4503	18	10	form	form	NOUN
fuelectenerg-4503	18	11	january	january	PROPN
fuelectenerg-4503	18	12	15	15	NUM
fuelectenerg-4503	18	13	,	,	PUNCT
fuelectenerg-4503	18	14	2019	2019	NUM
fuelectenerg-4503	18	15	corresponding	correspond	VERB
fuelectenerg-4503	18	16	author	author	NOUN
fuelectenerg-4503	18	17	:	:	PUNCT
fuelectenerg-4503	18	18	petar	petar	PROPN
fuelectenerg-4503	18	19	ĉisar	ĉisar	PROPN
fuelectenerg-4503	18	20	university	university	PROPN
fuelectenerg-4503	18	21	of	of	ADP
fuelectenerg-4503	18	22	criminal	criminal	ADJ
fuelectenerg-4503	18	23	investigation	investigation	NOUN
fuelectenerg-4503	18	24	and	and	CCONJ
fuelectenerg-4503	18	25	police	police	NOUN
fuelectenerg-4503	18	26	studies	study	NOUN
fuelectenerg-4503	18	27	,	,	PUNCT
fuelectenerg-4503	18	28	cara	cara	INTJ
fuelectenerg-4503	18	29	dušana	dušana	PROPN
fuelectenerg-4503	18	30	196	196	NUM
fuelectenerg-4503	18	31	,	,	PUNCT
fuelectenerg-4503	18	32	11080	11080	NUM
fuelectenerg-4503	18	33	zemun	zemun	NOUN
fuelectenerg-4503	18	34	-	-	PUNCT
fuelectenerg-4503	18	35	belgrade	belgrade	PROPN
fuelectenerg-4503	18	36	,	,	PUNCT
fuelectenerg-4503	18	37	serbia	serbia	PROPN
fuelectenerg-4503	18	38	(	(	PUNCT
fuelectenerg-4503	18	39	e	e	NOUN
fuelectenerg-4503	18	40	-	-	NOUN
fuelectenerg-4503	18	41	mail	mail	NOUN
fuelectenerg-4503	18	42	:	:	PUNCT
fuelectenerg-4503	18	43	petar.cisar@gmail.com	petar.cisar@gmail.com	X
fuelectenerg-4503	18	44	)	)	PUNCT
fuelectenerg-4503	18	45	250	250	NUM
fuelectenerg-4503	18	46	p.	p.	NOUN
fuelectenerg-4503	18	47	ĉisar	ĉisar	PROPN
fuelectenerg-4503	18	48	,	,	PUNCT
fuelectenerg-4503	18	49	s.	s.	PROPN
fuelectenerg-4503	18	50	maravić	maravić	PROPN
fuelectenerg-4503	18	51	ĉisar	ĉisar	VERB
fuelectenerg-4503	18	52	fig	fig	NOUN
fuelectenerg-4503	18	53	.	.	PUNCT
fuelectenerg-4503	19	1	1	1	NUM
fuelectenerg-4503	19	2	ids	ids	PROPN
fuelectenerg-4503	19	3	elementary	elementary	ADJ
fuelectenerg-4503	19	4	configuration	configuration	NOUN
fuelectenerg-4503	19	5	[	[	X
fuelectenerg-4503	19	6	1	1	X
fuelectenerg-4503	19	7	]	]	PUNCT
fuelectenerg-4503	19	8	when	when	SCONJ
fuelectenerg-4503	19	9	the	the	DET
fuelectenerg-4503	19	10	ids	id	NOUN
fuelectenerg-4503	19	11	identifies	identify	VERB
fuelectenerg-4503	19	12	intrusions	intrusion	NOUN
fuelectenerg-4503	19	13	as	as	ADP
fuelectenerg-4503	19	14	unusual	unusual	ADJ
fuelectenerg-4503	19	15	behaviour	behaviour	NOUN
fuelectenerg-4503	19	16	that	that	PRON
fuelectenerg-4503	19	17	differs	differ	VERB
fuelectenerg-4503	19	18	from	from	ADP
fuelectenerg-4503	19	19	the	the	DET
fuelectenerg-4503	19	20	normal	normal	ADJ
fuelectenerg-4503	19	21	behaviour	behaviour	NOUN
fuelectenerg-4503	19	22	of	of	ADP
fuelectenerg-4503	19	23	the	the	DET
fuelectenerg-4503	19	24	monitored	monitor	VERB
fuelectenerg-4503	19	25	system	system	NOUN
fuelectenerg-4503	19	26	,	,	PUNCT
fuelectenerg-4503	19	27	this	this	DET
fuelectenerg-4503	19	28	analysis	analysis	NOUN
fuelectenerg-4503	19	29	strategy	strategy	NOUN
fuelectenerg-4503	19	30	is	be	AUX
fuelectenerg-4503	19	31	called	call	VERB
fuelectenerg-4503	19	32	anomaly	anomaly	NOUN
fuelectenerg-4503	19	33	detection	detection	NOUN
fuelectenerg-4503	19	34	2.	2.	ADV
fuelectenerg-4503	19	35	the	the	DET
fuelectenerg-4503	19	36	disadvantage	disadvantage	NOUN
fuelectenerg-4503	19	37	of	of	ADP
fuelectenerg-4503	19	38	this	this	DET
fuelectenerg-4503	19	39	method	method	NOUN
fuelectenerg-4503	19	40	is	be	AUX
fuelectenerg-4503	19	41	the	the	DET
fuelectenerg-4503	19	42	occurrence	occurrence	NOUN
fuelectenerg-4503	19	43	of	of	ADP
fuelectenerg-4503	19	44	a	a	DET
fuelectenerg-4503	19	45	relatively	relatively	ADV
fuelectenerg-4503	19	46	large	large	ADJ
fuelectenerg-4503	19	47	number	number	NOUN
fuelectenerg-4503	19	48	of	of	ADP
fuelectenerg-4503	19	49	false	false	ADJ
fuelectenerg-4503	19	50	alarms	alarm	NOUN
fuelectenerg-4503	19	51	,	,	PUNCT
fuelectenerg-4503	19	52	i.e.	i.e.	X
fuelectenerg-4503	19	53	network	network	NOUN
fuelectenerg-4503	19	54	situations	situation	NOUN
fuelectenerg-4503	19	55	where	where	SCONJ
fuelectenerg-4503	19	56	the	the	DET
fuelectenerg-4503	19	57	detection	detection	NOUN
fuelectenerg-4503	19	58	system	system	NOUN
fuelectenerg-4503	19	59	indicates	indicate	VERB
fuelectenerg-4503	19	60	a	a	DET
fuelectenerg-4503	19	61	non	non	ADJ
fuelectenerg-4503	19	62	-	-	ADJ
fuelectenerg-4503	19	63	existent	existent	ADJ
fuelectenerg-4503	19	64	attack	attack	NOUN
fuelectenerg-4503	19	65	.	.	PUNCT
fuelectenerg-4503	20	1	in	in	ADP
fuelectenerg-4503	20	2	order	order	NOUN
fuelectenerg-4503	20	3	to	to	PART
fuelectenerg-4503	20	4	reduce	reduce	VERB
fuelectenerg-4503	20	5	the	the	DET
fuelectenerg-4503	20	6	appearance	appearance	NOUN
fuelectenerg-4503	20	7	of	of	ADP
fuelectenerg-4503	20	8	false	false	ADJ
fuelectenerg-4503	20	9	alarms	alarm	NOUN
fuelectenerg-4503	20	10	,	,	PUNCT
fuelectenerg-4503	20	11	the	the	DET
fuelectenerg-4503	20	12	measurement	measurement	NOUN
fuelectenerg-4503	20	13	of	of	ADP
fuelectenerg-4503	20	14	the	the	DET
fuelectenerg-4503	20	15	traffic	traffic	NOUN
fuelectenerg-4503	20	16	activity	activity	NOUN
fuelectenerg-4503	20	17	is	be	AUX
fuelectenerg-4503	20	18	applied	apply	VERB
fuelectenerg-4503	20	19	.	.	PUNCT
fuelectenerg-4503	21	1	the	the	DET
fuelectenerg-4503	21	2	goal	goal	NOUN
fuelectenerg-4503	21	3	is	be	AUX
fuelectenerg-4503	21	4	to	to	PART
fuelectenerg-4503	21	5	make	make	VERB
fuelectenerg-4503	21	6	a	a	DET
fuelectenerg-4503	21	7	decision	decision	NOUN
fuelectenerg-4503	21	8	whether	whether	SCONJ
fuelectenerg-4503	21	9	a	a	DET
fuelectenerg-4503	21	10	network	network	NOUN
fuelectenerg-4503	21	11	situation	situation	NOUN
fuelectenerg-4503	21	12	is	be	AUX
fuelectenerg-4503	21	13	attack	attack	NOUN
fuelectenerg-4503	21	14	or	or	CCONJ
fuelectenerg-4503	21	15	not	not	PART
fuelectenerg-4503	21	16	.	.	PUNCT
fuelectenerg-4503	22	1	in	in	ADP
fuelectenerg-4503	22	2	order	order	NOUN
fuelectenerg-4503	22	3	to	to	PART
fuelectenerg-4503	22	4	make	make	VERB
fuelectenerg-4503	22	5	the	the	DET
fuelectenerg-4503	22	6	correct	correct	ADJ
fuelectenerg-4503	22	7	decision	decision	NOUN
fuelectenerg-4503	22	8	,	,	PUNCT
fuelectenerg-4503	22	9	the	the	DET
fuelectenerg-4503	22	10	behaviour	behaviour	NOUN
fuelectenerg-4503	22	11	profiles	profile	NOUN
fuelectenerg-4503	22	12	are	be	AUX
fuelectenerg-4503	22	13	defined	define	VERB
fuelectenerg-4503	22	14	:	:	PUNCT
fuelectenerg-4503	22	15	normal	normal	ADJ
fuelectenerg-4503	22	16	and	and	CCONJ
fuelectenerg-4503	22	17	abnormal	abnormal	ADJ
fuelectenerg-4503	22	18	profiles	profile	NOUN
fuelectenerg-4503	22	19	(	(	PUNCT
fuelectenerg-4503	22	20	simple	simple	ADJ
fuelectenerg-4503	22	21	thresholds	threshold	NOUN
fuelectenerg-4503	22	22	(	(	PUNCT
fuelectenerg-4503	22	23	limit	limit	VERB
fuelectenerg-4503	22	24	values	value	NOUN
fuelectenerg-4503	22	25	)	)	PUNCT
fuelectenerg-4503	22	26	or	or	CCONJ
fuelectenerg-4503	22	27	complex	complex	ADJ
fuelectenerg-4503	22	28	statistical	statistical	ADJ
fuelectenerg-4503	22	29	distributions	distribution	NOUN
fuelectenerg-4503	22	30	)	)	PUNCT
fuelectenerg-4503	22	31	.	.	PUNCT
fuelectenerg-4503	23	1	the	the	DET
fuelectenerg-4503	23	2	false	false	ADJ
fuelectenerg-4503	23	3	positive	positive	ADJ
fuelectenerg-4503	23	4	rate	rate	NOUN
fuelectenerg-4503	23	5	is	be	AUX
fuelectenerg-4503	23	6	considered	consider	VERB
fuelectenerg-4503	23	7	one	one	NUM
fuelectenerg-4503	23	8	of	of	ADP
fuelectenerg-4503	23	9	the	the	DET
fuelectenerg-4503	23	10	most	most	ADV
fuelectenerg-4503	23	11	important	important	ADJ
fuelectenerg-4503	23	12	factors	factor	NOUN
fuelectenerg-4503	23	13	for	for	ADP
fuelectenerg-4503	23	14	performance	performance	NOUN
fuelectenerg-4503	23	15	evaluation	evaluation	NOUN
fuelectenerg-4503	23	16	of	of	ADP
fuelectenerg-4503	23	17	ids	id	NOUN
fuelectenerg-4503	23	18	.	.	PUNCT
fuelectenerg-4503	24	1	anomaly	anomaly	PROPN
fuelectenerg-4503	24	2	detection	detection	NOUN
fuelectenerg-4503	24	3	learns	learn	VERB
fuelectenerg-4503	24	4	a	a	DET
fuelectenerg-4503	24	5	statistical	statistical	ADJ
fuelectenerg-4503	24	6	or	or	CCONJ
fuelectenerg-4503	24	7	neural	neural	ADJ
fuelectenerg-4503	24	8	network	network	NOUN
fuelectenerg-4503	24	9	model	model	NOUN
fuelectenerg-4503	24	10	to	to	PART
fuelectenerg-4503	24	11	figure	figure	VERB
fuelectenerg-4503	24	12	out	out	ADP
fuelectenerg-4503	24	13	what	what	PRON
fuelectenerg-4503	24	14	is	be	AUX
fuelectenerg-4503	24	15	normal	normal	ADJ
fuelectenerg-4503	24	16	.	.	PUNCT
fuelectenerg-4503	25	1	the	the	DET
fuelectenerg-4503	25	2	following	follow	VERB
fuelectenerg-4503	25	3	techniques	technique	NOUN
fuelectenerg-4503	25	4	can	can	AUX
fuelectenerg-4503	25	5	use	use	VERB
fuelectenerg-4503	25	6	:	:	PUNCT
fuelectenerg-4503	25	7	bayesian	bayesian	NOUN
fuelectenerg-4503	25	8	statistics	statistic	NOUN
fuelectenerg-4503	25	9	,	,	PUNCT
fuelectenerg-4503	25	10	neural	neural	ADJ
fuelectenerg-4503	25	11	networks	network	NOUN
fuelectenerg-4503	25	12	,	,	PUNCT
fuelectenerg-4503	25	13	expert	expert	NOUN
fuelectenerg-4503	25	14	systems	system	NOUN
fuelectenerg-4503	25	15	and	and	CCONJ
fuelectenerg-4503	25	16	statistical	statistical	ADJ
fuelectenerg-4503	25	17	decision	decision	NOUN
fuelectenerg-4503	25	18	theory	theory	NOUN
fuelectenerg-4503	25	19	.	.	PUNCT
fuelectenerg-4503	26	1	a	a	DET
fuelectenerg-4503	26	2	number	number	NOUN
fuelectenerg-4503	26	3	of	of	ADP
fuelectenerg-4503	26	4	anomalies	anomaly	NOUN
fuelectenerg-4503	26	5	are	be	AUX
fuelectenerg-4503	26	6	seen	see	VERB
fuelectenerg-4503	26	7	in	in	ADP
fuelectenerg-4503	26	8	changes	change	NOUN
fuelectenerg-4503	26	9	in	in	ADP
fuelectenerg-4503	26	10	the	the	DET
fuelectenerg-4503	26	11	intensity	intensity	NOUN
fuelectenerg-4503	26	12	of	of	ADP
fuelectenerg-4503	26	13	events	event	NOUN
fuelectenerg-4503	26	14	occurring	occur	VERB
fuelectenerg-4503	26	15	in	in	ADP
fuelectenerg-4503	26	16	computer	computer	NOUN
fuelectenerg-4503	26	17	networks	network	NOUN
fuelectenerg-4503	26	18	.	.	PUNCT
fuelectenerg-4503	27	1	due	due	ADP
fuelectenerg-4503	27	2	to	to	ADP
fuelectenerg-4503	27	3	the	the	DET
fuelectenerg-4503	27	4	ability	ability	NOUN
fuelectenerg-4503	27	5	of	of	ADP
fuelectenerg-4503	27	6	exponentially	exponentially	ADV
fuelectenerg-4503	27	7	weighted	weight	VERB
fuelectenerg-4503	27	8	moving	move	VERB
fuelectenerg-4503	27	9	average	average	ADJ
fuelectenerg-4503	27	10	(	(	PUNCT
fuelectenerg-4503	27	11	ewma	ewma	NOUN
fuelectenerg-4503	27	12	)	)	PUNCT
fuelectenerg-4503	27	13	control	control	PROPN
fuelectenerg-4503	27	14	chart	chart	NOUN
fuelectenerg-4503	27	15	to	to	PART
fuelectenerg-4503	27	16	supervise	supervise	VERB
fuelectenerg-4503	27	17	the	the	DET
fuelectenerg-4503	27	18	event	event	NOUN
fuelectenerg-4503	27	19	-	-	PUNCT
fuelectenerg-4503	27	20	occurrence	occurrence	NOUN
fuelectenerg-4503	27	21	rate	rate	NOUN
fuelectenerg-4503	27	22	on	on	ADP
fuelectenerg-4503	27	23	the	the	DET
fuelectenerg-4503	27	24	basis	basis	NOUN
fuelectenerg-4503	27	25	of	of	ADP
fuelectenerg-4503	27	26	their	their	PRON
fuelectenerg-4503	27	27	intensity	intensity	NOUN
fuelectenerg-4503	27	28	,	,	PUNCT
fuelectenerg-4503	27	29	this	this	DET
fuelectenerg-4503	27	30	statistic	statistic	NOUN
fuelectenerg-4503	27	31	can	can	AUX
fuelectenerg-4503	27	32	be	be	AUX
fuelectenerg-4503	27	33	implemented	implement	VERB
fuelectenerg-4503	27	34	in	in	ADP
fuelectenerg-4503	27	35	control	control	NOUN
fuelectenerg-4503	27	36	limits	limit	NOUN
fuelectenerg-4503	27	37	based	base	VERB
fuelectenerg-4503	27	38	algorithms	algorithm	NOUN
fuelectenerg-4503	27	39	.	.	PUNCT
fuelectenerg-4503	28	1	the	the	DET
fuelectenerg-4503	28	2	effectiveness	effectiveness	NOUN
fuelectenerg-4503	28	3	of	of	ADP
fuelectenerg-4503	28	4	the	the	DET
fuelectenerg-4503	28	5	performance	performance	NOUN
fuelectenerg-4503	28	6	of	of	ADP
fuelectenerg-4503	28	7	standard	standard	ADJ
fuelectenerg-4503	28	8	ewma	ewma	NOUN
fuelectenerg-4503	28	9	algorithm	algorithm	NOUN
fuelectenerg-4503	28	10	can	can	AUX
fuelectenerg-4503	28	11	be	be	AUX
fuelectenerg-4503	28	12	increased	increase	VERB
fuelectenerg-4503	28	13	when	when	SCONJ
fuelectenerg-4503	28	14	one	one	PRON
fuelectenerg-4503	28	15	combines	combine	VERB
fuelectenerg-4503	28	16	the	the	DET
fuelectenerg-4503	28	17	logic	logic	NOUN
fuelectenerg-4503	28	18	of	of	ADP
fuelectenerg-4503	28	19	adaptive	adaptive	ADJ
fuelectenerg-4503	28	20	threshold	threshold	NOUN
fuelectenerg-4503	28	21	algorithm	algorithm	NOUN
fuelectenerg-4503	28	22	and	and	CCONJ
fuelectenerg-4503	28	23	adequate	adequate	ADJ
fuelectenerg-4503	28	24	application	application	NOUN
fuelectenerg-4503	28	25	of	of	ADP
fuelectenerg-4503	28	26	fuzzy	fuzzy	ADJ
fuelectenerg-4503	28	27	theory	theory	NOUN
fuelectenerg-4503	28	28	.	.	PUNCT
fuelectenerg-4503	29	1	fuzzy	fuzzy	ADJ
fuelectenerg-4503	29	2	logic	logic	NOUN
fuelectenerg-4503	29	3	enables	enable	VERB
fuelectenerg-4503	29	4	precise	precise	ADJ
fuelectenerg-4503	29	5	adjustment	adjustment	NOUN
fuelectenerg-4503	29	6	of	of	ADP
fuelectenerg-4503	29	7	degree	degree	NOUN
fuelectenerg-4503	29	8	of	of	ADP
fuelectenerg-4503	29	9	exceeding	exceed	VERB
fuelectenerg-4503	29	10	limit	limit	NOUN
fuelectenerg-4503	29	11	values	value	NOUN
fuelectenerg-4503	29	12	(	(	PUNCT
fuelectenerg-4503	29	13	expressed	express	VERB
fuelectenerg-4503	29	14	in	in	ADP
fuelectenerg-4503	29	15	form	form	NOUN
fuelectenerg-4503	29	16	of	of	ADP
fuelectenerg-4503	29	17	percentage	percentage	NOUN
fuelectenerg-4503	29	18	)	)	PUNCT
fuelectenerg-4503	29	19	.	.	PUNCT
fuelectenerg-4503	30	1	different	different	ADJ
fuelectenerg-4503	30	2	aspects	aspect	NOUN
fuelectenerg-4503	30	3	of	of	ADP
fuelectenerg-4503	30	4	fuzzy	fuzzy	ADJ
fuelectenerg-4503	30	5	rules	rule	NOUN
fuelectenerg-4503	30	6	are	be	AUX
fuelectenerg-4503	30	7	described	describe	VERB
fuelectenerg-4503	30	8	in	in	ADP
fuelectenerg-4503	30	9	this	this	DET
fuelectenerg-4503	30	10	paper	paper	NOUN
fuelectenerg-4503	30	11	,	,	PUNCT
fuelectenerg-4503	30	12	including	include	VERB
fuelectenerg-4503	30	13	different	different	ADJ
fuelectenerg-4503	30	14	membership	membership	NOUN
fuelectenerg-4503	30	15	functions	function	NOUN
fuelectenerg-4503	30	16	,	,	PUNCT
fuelectenerg-4503	30	17	trying	try	VERB
fuelectenerg-4503	30	18	to	to	PART
fuelectenerg-4503	30	19	define	define	VERB
fuelectenerg-4503	30	20	the	the	DET
fuelectenerg-4503	30	21	most	most	ADV
fuelectenerg-4503	30	22	suitable	suitable	ADJ
fuelectenerg-4503	30	23	choice	choice	NOUN
fuelectenerg-4503	30	24	.	.	PUNCT
fuelectenerg-4503	31	1	the	the	DET
fuelectenerg-4503	31	2	aim	aim	NOUN
fuelectenerg-4503	31	3	of	of	ADP
fuelectenerg-4503	31	4	this	this	DET
fuelectenerg-4503	31	5	paper	paper	NOUN
fuelectenerg-4503	31	6	is	be	AUX
fuelectenerg-4503	31	7	to	to	PART
fuelectenerg-4503	31	8	show	show	VERB
fuelectenerg-4503	31	9	the	the	DET
fuelectenerg-4503	31	10	theoretical	theoretical	ADJ
fuelectenerg-4503	31	11	opportunity	opportunity	NOUN
fuelectenerg-4503	31	12	and	and	CCONJ
fuelectenerg-4503	31	13	examine	examine	VERB
fuelectenerg-4503	31	14	the	the	DET
fuelectenerg-4503	31	15	possible	possible	ADJ
fuelectenerg-4503	31	16	way	way	NOUN
fuelectenerg-4503	31	17	of	of	ADP
fuelectenerg-4503	31	18	implementing	implement	VERB
fuelectenerg-4503	31	19	ewma	ewma	NOUN
fuelectenerg-4503	31	20	statistics	statistic	NOUN
fuelectenerg-4503	31	21	and	and	CCONJ
fuelectenerg-4503	31	22	fuzzy	fuzzy	ADJ
fuelectenerg-4503	31	23	logic	logic	NOUN
fuelectenerg-4503	31	24	to	to	PART
fuelectenerg-4503	31	25	detect	detect	VERB
fuelectenerg-4503	31	26	network	network	NOUN
fuelectenerg-4503	31	27	anomalies	anomaly	NOUN
fuelectenerg-4503	31	28	.	.	PUNCT
fuelectenerg-4503	32	1	ewma	ewma	NOUN
fuelectenerg-4503	32	2	statistics	statistic	NOUN
fuelectenerg-4503	32	3	and	and	CCONJ
fuelectenerg-4503	32	4	fuzzy	fuzzy	ADJ
fuelectenerg-4503	32	5	approach	approach	NOUN
fuelectenerg-4503	32	6	are	be	AUX
fuelectenerg-4503	32	7	not	not	PART
fuelectenerg-4503	32	8	new	new	ADJ
fuelectenerg-4503	32	9	in	in	ADP
fuelectenerg-4503	32	10	analyzing	analyze	VERB
fuelectenerg-4503	32	11	and	and	CCONJ
fuelectenerg-4503	32	12	detecting	detect	VERB
fuelectenerg-4503	32	13	network	network	NOUN
fuelectenerg-4503	32	14	anomalies	anomaly	NOUN
fuelectenerg-4503	32	15	and	and	CCONJ
fuelectenerg-4503	32	16	intrusions	intrusion	NOUN
fuelectenerg-4503	32	17	.	.	PUNCT
fuelectenerg-4503	33	1	ye	ye	PRON
fuelectenerg-4503	33	2	et	et	PROPN
fuelectenerg-4503	33	3	al	al	PROPN
fuelectenerg-4503	33	4	.	.	PUNCT
fuelectenerg-4503	34	1	[	[	X
fuelectenerg-4503	34	2	3	3	X
fuelectenerg-4503	34	3	]	]	PUNCT
fuelectenerg-4503	34	4	implemented	implement	VERB
fuelectenerg-4503	34	5	chi	chi	PROPN
fuelectenerg-4503	34	6	square	square	PROPN
fuelectenerg-4503	34	7	distance	distance	NOUN
fuelectenerg-4503	34	8	metric	metric	ADJ
fuelectenerg-4503	34	9	to	to	PART
fuelectenerg-4503	34	10	measure	measure	VERB
fuelectenerg-4503	34	11	the	the	DET
fuelectenerg-4503	34	12	deviation	deviation	NOUN
fuelectenerg-4503	34	13	of	of	ADP
fuelectenerg-4503	34	14	the	the	DET
fuelectenerg-4503	34	15	observed	observe	VERB
fuelectenerg-4503	34	16	activities	activity	NOUN
fuelectenerg-4503	34	17	from	from	ADP
fuelectenerg-4503	34	18	the	the	DET
fuelectenerg-4503	34	19	forecast	forecast	NOUN
fuelectenerg-4503	34	20	of	of	ADP
fuelectenerg-4503	34	21	normal	normal	ADJ
fuelectenerg-4503	34	22	activities	activity	NOUN
fuelectenerg-4503	34	23	.	.	PUNCT
fuelectenerg-4503	35	1	the	the	DET
fuelectenerg-4503	35	2	results	result	NOUN
fuelectenerg-4503	35	3	indicate	indicate	VERB
fuelectenerg-4503	35	4	that	that	SCONJ
fuelectenerg-4503	35	5	the	the	DET
fuelectenerg-4503	35	6	chi	chi	PROPN
fuelectenerg-4503	35	7	square	square	ADJ
fuelectenerg-4503	35	8	distance	distance	NOUN
fuelectenerg-4503	35	9	measure	measure	NOUN
fuelectenerg-4503	35	10	with	with	ADP
fuelectenerg-4503	35	11	the	the	DET
fuelectenerg-4503	35	12	ewma	ewma	NOUN
fuelectenerg-4503	35	13	forecasting	forecasting	NOUN
fuelectenerg-4503	35	14	provides	provide	VERB
fuelectenerg-4503	35	15	better	well	ADJ
fuelectenerg-4503	35	16	performance	performance	NOUN
fuelectenerg-4503	35	17	in	in	ADP
fuelectenerg-4503	35	18	intrusion	intrusion	NOUN
fuelectenerg-4503	35	19	detection	detection	NOUN
fuelectenerg-4503	35	20	than	than	ADP
fuelectenerg-4503	35	21	that	that	PRON
fuelectenerg-4503	35	22	with	with	ADP
fuelectenerg-4503	35	23	the	the	DET
fuelectenerg-4503	35	24	average	average	ADV
fuelectenerg-4503	35	25	-	-	PUNCT
fuelectenerg-4503	35	26	based	base	VERB
fuelectenerg-4503	35	27	forecasting	forecasting	NOUN
fuelectenerg-4503	35	28	method	method	NOUN
fuelectenerg-4503	35	29	.	.	PUNCT
fuelectenerg-4503	36	1	abdeh	abdeh	NOUN
fuelectenerg-4503	36	2	et	et	PROPN
fuelectenerg-4503	36	3	al	al	PROPN
fuelectenerg-4503	36	4	.	.	PUNCT
fuelectenerg-4503	37	1	[	[	X
fuelectenerg-4503	37	2	4	4	NUM
fuelectenerg-4503	37	3	]	]	PUNCT
fuelectenerg-4503	37	4	applied	apply	VERB
fuelectenerg-4503	37	5	genetic	genetic	ADJ
fuelectenerg-4503	37	6	fuzzy	fuzzy	ADJ
fuelectenerg-4503	37	7	systems	system	NOUN
fuelectenerg-4503	37	8	and	and	CCONJ
fuelectenerg-4503	37	9	showed	show	VERB
fuelectenerg-4503	37	10	that	that	SCONJ
fuelectenerg-4503	37	11	they	they	PRON
fuelectenerg-4503	37	12	are	be	AUX
fuelectenerg-4503	37	13	able	able	ADJ
fuelectenerg-4503	37	14	to	to	PART
fuelectenerg-4503	37	15	develop	develop	VERB
fuelectenerg-4503	37	16	accurate	accurate	ADJ
fuelectenerg-4503	37	17	and	and	CCONJ
fuelectenerg-4503	37	18	also	also	ADV
fuelectenerg-4503	37	19	interpretable	interpretable	ADJ
fuelectenerg-4503	37	20	intrusion	intrusion	NOUN
fuelectenerg-4503	37	21	detection	detection	NOUN
fuelectenerg-4503	37	22	systems	system	NOUN
fuelectenerg-4503	37	23	.	.	PUNCT
fuelectenerg-4503	38	1	yu	yu	PROPN
fuelectenerg-4503	38	2	et	et	PROPN
fuelectenerg-4503	38	3	al	al	PROPN
fuelectenerg-4503	38	4	.	.	PUNCT
fuelectenerg-4503	39	1	[	[	X
fuelectenerg-4503	39	2	5	5	NUM
fuelectenerg-4503	39	3	]	]	PUNCT
fuelectenerg-4503	39	4	developed	develop	VERB
fuelectenerg-4503	39	5	a	a	DET
fuelectenerg-4503	39	6	fuzzy	fuzzy	ADJ
fuelectenerg-4503	39	7	model	model	NOUN
fuelectenerg-4503	39	8	tuner	tuner	NOUN
fuelectenerg-4503	39	9	,	,	PUNCT
fuelectenerg-4503	39	10	through	through	ADP
fuelectenerg-4503	39	11	which	which	PRON
fuelectenerg-4503	39	12	the	the	DET
fuelectenerg-4503	39	13	user	user	NOUN
fuelectenerg-4503	39	14	can	can	AUX
fuelectenerg-4503	39	15	tune	tune	VERB
fuelectenerg-4503	39	16	the	the	DET
fuelectenerg-4503	39	17	model	model	NOUN
fuelectenerg-4503	39	18	fuzzily	fuzzily	ADV
fuelectenerg-4503	39	19	but	but	CCONJ
fuelectenerg-4503	39	20	yield	yield	VERB
fuelectenerg-4503	39	21	much	much	ADJ
fuelectenerg-4503	39	22	appropriate	appropriate	ADJ
fuelectenerg-4503	39	23	tuning	tuning	NOUN
fuelectenerg-4503	39	24	.	.	PUNCT
fuelectenerg-4503	40	1	the	the	DET
fuelectenerg-4503	40	2	results	result	NOUN
fuelectenerg-4503	40	3	showed	show	VERB
fuelectenerg-4503	40	4	the	the	DET
fuelectenerg-4503	40	5	system	system	NOUN
fuelectenerg-4503	40	6	can	can	AUX
fuelectenerg-4503	40	7	achieve	achieve	VERB
fuelectenerg-4503	40	8	about	about	ADV
fuelectenerg-4503	40	9	23	23	NUM
fuelectenerg-4503	40	10	%	%	NOUN
fuelectenerg-4503	40	11	improvement	improvement	NOUN
fuelectenerg-4503	40	12	.	.	PUNCT
fuelectenerg-4503	41	1	works	work	VERB
fuelectenerg-4503	42	1	[	[	X
fuelectenerg-4503	42	2	6	6	NUM
fuelectenerg-4503	42	3	]	]	PUNCT
fuelectenerg-4503	42	4	,	,	PUNCT
fuelectenerg-4503	43	1	[	[	X
fuelectenerg-4503	43	2	7	7	X
fuelectenerg-4503	43	3	]	]	PUNCT
fuelectenerg-4503	43	4	and	and	CCONJ
fuelectenerg-4503	43	5	[	[	X
fuelectenerg-4503	43	6	8	8	NUM
fuelectenerg-4503	43	7	]	]	PUNCT
fuelectenerg-4503	43	8	also	also	ADV
fuelectenerg-4503	43	9	point	point	VERB
fuelectenerg-4503	43	10	to	to	ADP
fuelectenerg-4503	43	11	the	the	DET
fuelectenerg-4503	43	12	benefits	benefit	NOUN
fuelectenerg-4503	43	13	of	of	ADP
fuelectenerg-4503	43	14	both	both	DET
fuelectenerg-4503	43	15	approaches	approach	NOUN
fuelectenerg-4503	43	16	to	to	PART
fuelectenerg-4503	43	17	improve	improve	VERB
fuelectenerg-4503	43	18	the	the	DET
fuelectenerg-4503	43	19	quality	quality	NOUN
fuelectenerg-4503	43	20	of	of	ADP
fuelectenerg-4503	43	21	transmission	transmission	NOUN
fuelectenerg-4503	43	22	and	and	CCONJ
fuelectenerg-4503	43	23	predicting	predict	VERB
fuelectenerg-4503	43	24	network	network	NOUN
fuelectenerg-4503	43	25	anomalies	anomaly	NOUN
fuelectenerg-4503	43	26	.	.	PUNCT
fuelectenerg-4503	44	1	senturk	senturk	PROPN
fuelectenerg-4503	44	2	et	et	PROPN
fuelectenerg-4503	44	3	al	al	PROPN
fuelectenerg-4503	44	4	.	.	PUNCT
fuelectenerg-4503	45	1	in	in	ADP
fuelectenerg-4503	45	2	[	[	X
fuelectenerg-4503	45	3	9	9	NUM
fuelectenerg-4503	45	4	]	]	PUNCT
fuelectenerg-4503	45	5	combined	combine	VERB
fuelectenerg-4503	45	6	popular	popular	ADJ
fuelectenerg-4503	45	7	control	control	NOUN
fuelectenerg-4503	45	8	charts	chart	NOUN
fuelectenerg-4503	45	9	,	,	PUNCT
fuelectenerg-4503	45	10	ewma	ewma	NOUN
fuelectenerg-4503	45	11	statistics	statistic	NOUN
fuelectenerg-4503	45	12	and	and	CCONJ
fuelectenerg-4503	45	13	fuzzy	fuzzy	ADJ
fuelectenerg-4503	45	14	logic	logic	NOUN
fuelectenerg-4503	45	15	in	in	ADP
fuelectenerg-4503	45	16	function	function	NOUN
fuelectenerg-4503	45	17	of	of	ADP
fuelectenerg-4503	45	18	network	network	NOUN
fuelectenerg-4503	45	19	anomaly	anomaly	NOUN
fuelectenerg-4503	45	20	detection	detection	NOUN
fuelectenerg-4503	45	21	251	251	NUM
fuelectenerg-4503	45	22	ewma	ewma	NOUN
fuelectenerg-4503	45	23	control	control	PROPN
fuelectenerg-4503	45	24	chart	chart	PROPN
fuelectenerg-4503	45	25	for	for	ADP
fuelectenerg-4503	45	26	univariate	univariate	ADJ
fuelectenerg-4503	45	27	data	datum	NOUN
fuelectenerg-4503	45	28	with	with	ADP
fuelectenerg-4503	45	29	fuzzy	fuzzy	ADJ
fuelectenerg-4503	45	30	environment	environment	NOUN
fuelectenerg-4503	45	31	.	.	PUNCT
fuelectenerg-4503	46	1	the	the	DET
fuelectenerg-4503	46	2	fuzzy	fuzzy	ADJ
fuelectenerg-4503	46	3	ewma	ewma	NOUN
fuelectenerg-4503	46	4	control	control	PROPN
fuelectenerg-4503	46	5	charts	chart	NOUN
fuelectenerg-4503	46	6	(	(	PUNCT
fuelectenerg-4503	46	7	fewma	fewma	NOUN
fuelectenerg-4503	46	8	)	)	PUNCT
fuelectenerg-4503	46	9	can	can	AUX
fuelectenerg-4503	46	10	be	be	AUX
fuelectenerg-4503	46	11	used	use	VERB
fuelectenerg-4503	46	12	for	for	ADP
fuelectenerg-4503	46	13	detecting	detect	VERB
fuelectenerg-4503	46	14	small	small	ADJ
fuelectenerg-4503	46	15	shifts	shift	NOUN
fuelectenerg-4503	46	16	in	in	ADP
fuelectenerg-4503	46	17	the	the	DET
fuelectenerg-4503	46	18	original	original	ADJ
fuelectenerg-4503	46	19	data	datum	NOUN
fuelectenerg-4503	46	20	represented	represent	VERB
fuelectenerg-4503	46	21	by	by	ADP
fuelectenerg-4503	46	22	fuzzy	fuzzy	ADJ
fuelectenerg-4503	46	23	numbers	number	NOUN
fuelectenerg-4503	46	24	(	(	PUNCT
fuelectenerg-4503	46	25	unlike	unlike	ADP
fuelectenerg-4503	46	26	this	this	DET
fuelectenerg-4503	46	27	paper	paper	NOUN
fuelectenerg-4503	46	28	,	,	PUNCT
fuelectenerg-4503	46	29	in	in	ADP
fuelectenerg-4503	46	30	which	which	PRON
fuelectenerg-4503	46	31	fuzzy	fuzzy	ADJ
fuelectenerg-4503	46	32	logic	logic	NOUN
fuelectenerg-4503	46	33	is	be	AUX
fuelectenerg-4503	46	34	applied	apply	VERB
fuelectenerg-4503	46	35	in	in	ADP
fuelectenerg-4503	46	36	the	the	DET
fuelectenerg-4503	46	37	decision	decision	NOUN
fuelectenerg-4503	46	38	-	-	PUNCT
fuelectenerg-4503	46	39	making	make	VERB
fuelectenerg-4503	46	40	phase	phase	NOUN
fuelectenerg-4503	46	41	based	base	VERB
fuelectenerg-4503	46	42	on	on	ADP
fuelectenerg-4503	46	43	the	the	DET
fuelectenerg-4503	46	44	original	original	ADJ
fuelectenerg-4503	46	45	network	network	NOUN
fuelectenerg-4503	46	46	values	value	NOUN
fuelectenerg-4503	46	47	)	)	PUNCT
fuelectenerg-4503	46	48	.	.	PUNCT
fuelectenerg-4503	47	1	the	the	DET
fuelectenerg-4503	47	2	fewma	fewma	PROPN
fuelectenerg-4503	47	3	control	control	PROPN
fuelectenerg-4503	47	4	charts	chart	NOUN
fuelectenerg-4503	47	5	decreases	decrease	VERB
fuelectenerg-4503	47	6	number	number	NOUN
fuelectenerg-4503	47	7	of	of	ADP
fuelectenerg-4503	47	8	false	false	ADJ
fuelectenerg-4503	47	9	decisions	decision	NOUN
fuelectenerg-4503	47	10	by	by	ADP
fuelectenerg-4503	47	11	providing	provide	VERB
fuelectenerg-4503	47	12	flexibility	flexibility	NOUN
fuelectenerg-4503	47	13	on	on	ADP
fuelectenerg-4503	47	14	the	the	DET
fuelectenerg-4503	47	15	control	control	NOUN
fuelectenerg-4503	47	16	limits	limit	NOUN
fuelectenerg-4503	47	17	.	.	PUNCT
fuelectenerg-4503	48	1	dickerson	dickerson	PROPN
fuelectenerg-4503	48	2	et	et	PROPN
fuelectenerg-4503	48	3	al	al	PROPN
fuelectenerg-4503	48	4	.	.	PUNCT
fuelectenerg-4503	49	1	[	[	X
fuelectenerg-4503	49	2	10	10	NUM
fuelectenerg-4503	49	3	]	]	PUNCT
fuelectenerg-4503	49	4	explored	explore	VERB
fuelectenerg-4503	49	5	using	use	VERB
fuelectenerg-4503	49	6	fuzzy	fuzzy	ADJ
fuelectenerg-4503	49	7	systems	system	NOUN
fuelectenerg-4503	49	8	as	as	ADP
fuelectenerg-4503	49	9	the	the	DET
fuelectenerg-4503	49	10	correlation	correlation	NOUN
fuelectenerg-4503	49	11	engine	engine	NOUN
fuelectenerg-4503	49	12	for	for	ADP
fuelectenerg-4503	49	13	an	an	DET
fuelectenerg-4503	49	14	ids	id	NOUN
fuelectenerg-4503	49	15	.	.	PUNCT
fuelectenerg-4503	50	1	fuzzy	fuzzy	ADJ
fuelectenerg-4503	50	2	systems	system	NOUN
fuelectenerg-4503	50	3	have	have	VERB
fuelectenerg-4503	50	4	several	several	ADJ
fuelectenerg-4503	50	5	important	important	ADJ
fuelectenerg-4503	50	6	characteristics	characteristic	NOUN
fuelectenerg-4503	50	7	that	that	PRON
fuelectenerg-4503	50	8	suit	suit	VERB
fuelectenerg-4503	50	9	intrusion	intrusion	NOUN
fuelectenerg-4503	50	10	detection	detection	NOUN
fuelectenerg-4503	50	11	:	:	PUNCT
fuelectenerg-4503	50	12	fuzzy	fuzzy	ADJ
fuelectenerg-4503	50	13	systems	system	NOUN
fuelectenerg-4503	50	14	can	can	AUX
fuelectenerg-4503	50	15	readily	readily	ADV
fuelectenerg-4503	50	16	combine	combine	VERB
fuelectenerg-4503	50	17	inputs	input	NOUN
fuelectenerg-4503	50	18	from	from	ADP
fuelectenerg-4503	50	19	widely	widely	ADV
fuelectenerg-4503	50	20	varying	vary	VERB
fuelectenerg-4503	50	21	sources	source	NOUN
fuelectenerg-4503	50	22	,	,	PUNCT
fuelectenerg-4503	50	23	many	many	ADJ
fuelectenerg-4503	50	24	types	type	NOUN
fuelectenerg-4503	50	25	of	of	ADP
fuelectenerg-4503	50	26	intrusions	intrusion	NOUN
fuelectenerg-4503	50	27	can	can	AUX
fuelectenerg-4503	50	28	not	not	PART
fuelectenerg-4503	50	29	be	be	AUX
fuelectenerg-4503	50	30	crisply	crisply	ADV
fuelectenerg-4503	50	31	defined	define	VERB
fuelectenerg-4503	50	32	,	,	PUNCT
fuelectenerg-4503	50	33	the	the	DET
fuelectenerg-4503	50	34	degree	degree	NOUN
fuelectenerg-4503	50	35	of	of	ADP
fuelectenerg-4503	50	36	alarm	alarm	NOUN
fuelectenerg-4503	50	37	that	that	PRON
fuelectenerg-4503	50	38	can	can	AUX
fuelectenerg-4503	50	39	occur	occur	VERB
fuelectenerg-4503	50	40	with	with	ADP
fuelectenerg-4503	50	41	intrusions	intrusion	NOUN
fuelectenerg-4503	50	42	is	be	AUX
fuelectenerg-4503	50	43	often	often	ADV
fuelectenerg-4503	50	44	fuzzy	fuzzy	ADJ
fuelectenerg-4503	50	45	.	.	PUNCT
fuelectenerg-4503	51	1	researchers	researcher	NOUN
fuelectenerg-4503	51	2	[	[	X
fuelectenerg-4503	51	3	11	11	NUM
fuelectenerg-4503	51	4	]	]	PUNCT
fuelectenerg-4503	51	5	developed	develop	VERB
fuelectenerg-4503	51	6	the	the	DET
fuelectenerg-4503	51	7	fuzzy	fuzzy	ADJ
fuelectenerg-4503	51	8	intrusion	intrusion	NOUN
fuelectenerg-4503	51	9	recognition	recognition	NOUN
fuelectenerg-4503	51	10	engine	engine	NOUN
fuelectenerg-4503	51	11	(	(	PUNCT
fuelectenerg-4503	51	12	fire	fire	NOUN
fuelectenerg-4503	51	13	)	)	PUNCT
fuelectenerg-4503	51	14	using	use	VERB
fuelectenerg-4503	51	15	fuzzy	fuzzy	ADJ
fuelectenerg-4503	51	16	sets	set	NOUN
fuelectenerg-4503	51	17	and	and	CCONJ
fuelectenerg-4503	51	18	fuzzy	fuzzy	ADJ
fuelectenerg-4503	51	19	rules	rule	NOUN
fuelectenerg-4503	51	20	.	.	PUNCT
fuelectenerg-4503	52	1	fire	fire	NOUN
fuelectenerg-4503	52	2	uses	use	VERB
fuelectenerg-4503	52	3	simple	simple	ADJ
fuelectenerg-4503	52	4	data	datum	NOUN
fuelectenerg-4503	52	5	mining	mining	NOUN
fuelectenerg-4503	52	6	techniques	technique	NOUN
fuelectenerg-4503	52	7	to	to	PART
fuelectenerg-4503	52	8	process	process	VERB
fuelectenerg-4503	52	9	the	the	DET
fuelectenerg-4503	52	10	network	network	NOUN
fuelectenerg-4503	52	11	input	input	NOUN
fuelectenerg-4503	52	12	data	datum	NOUN
fuelectenerg-4503	52	13	and	and	CCONJ
fuelectenerg-4503	52	14	generate	generate	VERB
fuelectenerg-4503	52	15	fuzzy	fuzzy	ADJ
fuelectenerg-4503	52	16	sets	set	NOUN
fuelectenerg-4503	52	17	for	for	ADP
fuelectenerg-4503	52	18	every	every	DET
fuelectenerg-4503	52	19	observed	observed	ADJ
fuelectenerg-4503	52	20	feature	feature	NOUN
fuelectenerg-4503	52	21	.	.	PUNCT
fuelectenerg-4503	53	1	the	the	DET
fuelectenerg-4503	53	2	fuzzy	fuzzy	ADJ
fuelectenerg-4503	53	3	sets	set	NOUN
fuelectenerg-4503	53	4	are	be	AUX
fuelectenerg-4503	53	5	then	then	ADV
fuelectenerg-4503	53	6	used	use	VERB
fuelectenerg-4503	53	7	to	to	PART
fuelectenerg-4503	53	8	define	define	VERB
fuelectenerg-4503	53	9	fuzzy	fuzzy	ADJ
fuelectenerg-4503	53	10	rules	rule	NOUN
fuelectenerg-4503	53	11	to	to	PART
fuelectenerg-4503	53	12	detect	detect	VERB
fuelectenerg-4503	53	13	individual	individual	ADJ
fuelectenerg-4503	53	14	attacks	attack	NOUN
fuelectenerg-4503	53	15	.	.	PUNCT
fuelectenerg-4503	54	1	fire	fire	NOUN
fuelectenerg-4503	54	2	does	do	AUX
fuelectenerg-4503	54	3	not	not	PART
fuelectenerg-4503	54	4	establish	establish	VERB
fuelectenerg-4503	54	5	any	any	DET
fuelectenerg-4503	54	6	sort	sort	NOUN
fuelectenerg-4503	54	7	of	of	ADP
fuelectenerg-4503	54	8	model	model	NOUN
fuelectenerg-4503	54	9	representing	represent	VERB
fuelectenerg-4503	54	10	the	the	DET
fuelectenerg-4503	54	11	current	current	ADJ
fuelectenerg-4503	54	12	state	state	NOUN
fuelectenerg-4503	54	13	of	of	ADP
fuelectenerg-4503	54	14	the	the	DET
fuelectenerg-4503	54	15	system	system	NOUN
fuelectenerg-4503	54	16	,	,	PUNCT
fuelectenerg-4503	54	17	but	but	CCONJ
fuelectenerg-4503	54	18	instead	instead	ADV
fuelectenerg-4503	54	19	relies	rely	VERB
fuelectenerg-4503	54	20	on	on	ADP
fuelectenerg-4503	54	21	attack	attack	NOUN
fuelectenerg-4503	54	22	specific	specific	ADJ
fuelectenerg-4503	54	23	rules	rule	NOUN
fuelectenerg-4503	54	24	for	for	ADP
fuelectenerg-4503	54	25	detection	detection	NOUN
fuelectenerg-4503	54	26	.	.	PUNCT
fuelectenerg-4503	55	1	instead	instead	ADV
fuelectenerg-4503	55	2	,	,	PUNCT
fuelectenerg-4503	55	3	fire	fire	NOUN
fuelectenerg-4503	55	4	creates	create	VERB
fuelectenerg-4503	55	5	and	and	CCONJ
fuelectenerg-4503	55	6	applies	apply	VERB
fuelectenerg-4503	55	7	fuzzy	fuzzy	ADJ
fuelectenerg-4503	55	8	logic	logic	NOUN
fuelectenerg-4503	55	9	rules	rule	NOUN
fuelectenerg-4503	55	10	to	to	ADP
fuelectenerg-4503	55	11	the	the	DET
fuelectenerg-4503	55	12	audit	audit	NOUN
fuelectenerg-4503	55	13	data	datum	NOUN
fuelectenerg-4503	55	14	to	to	PART
fuelectenerg-4503	55	15	classify	classify	VERB
fuelectenerg-4503	55	16	it	it	PRON
fuelectenerg-4503	55	17	as	as	ADP
fuelectenerg-4503	55	18	normal	normal	ADJ
fuelectenerg-4503	55	19	or	or	CCONJ
fuelectenerg-4503	55	20	anomalous	anomalous	ADJ
fuelectenerg-4503	55	21	.	.	PUNCT
fuelectenerg-4503	56	1	the	the	DET
fuelectenerg-4503	56	2	authors	author	NOUN
fuelectenerg-4503	56	3	found	find	VERB
fuelectenerg-4503	56	4	that	that	SCONJ
fuelectenerg-4503	56	5	the	the	DET
fuelectenerg-4503	56	6	approach	approach	NOUN
fuelectenerg-4503	56	7	is	be	AUX
fuelectenerg-4503	56	8	particularly	particularly	ADV
fuelectenerg-4503	56	9	effective	effective	ADJ
fuelectenerg-4503	56	10	against	against	ADP
fuelectenerg-4503	56	11	port	port	NOUN
fuelectenerg-4503	56	12	scans	scan	NOUN
fuelectenerg-4503	56	13	and	and	CCONJ
fuelectenerg-4503	56	14	probes	probe	NOUN
fuelectenerg-4503	56	15	.	.	PUNCT
fuelectenerg-4503	57	1	the	the	DET
fuelectenerg-4503	57	2	primary	primary	ADJ
fuelectenerg-4503	57	3	disadvantage	disadvantage	NOUN
fuelectenerg-4503	57	4	of	of	ADP
fuelectenerg-4503	57	5	this	this	DET
fuelectenerg-4503	57	6	approach	approach	NOUN
fuelectenerg-4503	57	7	is	be	AUX
fuelectenerg-4503	57	8	the	the	DET
fuelectenerg-4503	57	9	labor	labor	NOUN
fuelectenerg-4503	57	10	intensive	intensive	ADJ
fuelectenerg-4503	57	11	rule	rule	NOUN
fuelectenerg-4503	57	12	generation	generation	NOUN
fuelectenerg-4503	57	13	process	process	NOUN
fuelectenerg-4503	57	14	.	.	PUNCT
fuelectenerg-4503	58	1	control	control	NOUN
fuelectenerg-4503	58	2	charts	chart	NOUN
fuelectenerg-4503	58	3	have	have	VERB
fuelectenerg-4503	58	4	characteristics	characteristic	NOUN
fuelectenerg-4503	58	5	that	that	PRON
fuelectenerg-4503	58	6	can	can	AUX
fuelectenerg-4503	58	7	be	be	AUX
fuelectenerg-4503	58	8	successfully	successfully	ADV
fuelectenerg-4503	58	9	applied	apply	VERB
fuelectenerg-4503	58	10	in	in	ADP
fuelectenerg-4503	58	11	detection	detection	NOUN
fuelectenerg-4503	58	12	of	of	ADP
fuelectenerg-4503	58	13	network	network	NOUN
fuelectenerg-4503	58	14	anomalies	anomaly	NOUN
fuelectenerg-4503	58	15	to	to	PART
fuelectenerg-4503	58	16	detect	detect	VERB
fuelectenerg-4503	58	17	shifts	shift	NOUN
fuelectenerg-4503	58	18	.	.	PUNCT
fuelectenerg-4503	59	1	in	in	ADP
fuelectenerg-4503	59	2	addition	addition	NOUN
fuelectenerg-4503	59	3	to	to	ADP
fuelectenerg-4503	59	4	the	the	DET
fuelectenerg-4503	59	5	ewma	ewma	PROPN
fuelectenerg-4503	59	6	control	control	PROPN
fuelectenerg-4503	59	7	charts	charts	PROPN
fuelectenerg-4503	59	8	,	,	PUNCT
fuelectenerg-4503	59	9	a	a	DET
fuelectenerg-4503	59	10	cusum	cusum	NOUN
fuelectenerg-4503	59	11	(	(	PUNCT
fuelectenerg-4503	59	12	cumulative	cumulative	ADJ
fuelectenerg-4503	59	13	sum	sum	NOUN
fuelectenerg-4503	59	14	)	)	PUNCT
fuelectenerg-4503	59	15	algorithm	algorithm	NOUN
fuelectenerg-4503	59	16	can	can	AUX
fuelectenerg-4503	59	17	be	be	AUX
fuelectenerg-4503	59	18	also	also	ADV
fuelectenerg-4503	59	19	used	use	VERB
fuelectenerg-4503	59	20	for	for	ADP
fuelectenerg-4503	59	21	monitoring	monitoring	NOUN
fuelectenerg-4503	59	22	of	of	ADP
fuelectenerg-4503	59	23	change	change	NOUN
fuelectenerg-4503	59	24	-	-	PUNCT
fuelectenerg-4503	59	25	points	point	NOUN
fuelectenerg-4503	59	26	,	,	PUNCT
fuelectenerg-4503	59	27	whose	whose	DET
fuelectenerg-4503	59	28	behaviour	behaviour	NOUN
fuelectenerg-4503	59	29	in	in	ADP
fuelectenerg-4503	59	30	the	the	DET
fuelectenerg-4503	59	31	case	case	NOUN
fuelectenerg-4503	59	32	of	of	ADP
fuelectenerg-4503	59	33	distributed	distribute	VERB
fuelectenerg-4503	59	34	denial	denial	NOUN
fuelectenerg-4503	59	35	of	of	ADP
fuelectenerg-4503	59	36	service	service	NOUN
fuelectenerg-4503	59	37	(	(	PUNCT
fuelectenerg-4503	59	38	ddos	ddo	NOUN
fuelectenerg-4503	59	39	)	)	PUNCT
fuelectenerg-4503	59	40	attacks	attack	NOUN
fuelectenerg-4503	59	41	is	be	AUX
fuelectenerg-4503	59	42	described	describe	VERB
fuelectenerg-4503	59	43	in	in	ADP
fuelectenerg-4503	59	44	[	[	X
fuelectenerg-4503	59	45	31	31	NUM
fuelectenerg-4503	59	46	]	]	PUNCT
fuelectenerg-4503	59	47	.	.	PUNCT
fuelectenerg-4503	60	1	the	the	DET
fuelectenerg-4503	60	2	authors	author	NOUN
fuelectenerg-4503	60	3	in	in	ADP
fuelectenerg-4503	60	4	[	[	X
fuelectenerg-4503	60	5	32	32	NUM
fuelectenerg-4503	60	6	]	]	PUNCT
fuelectenerg-4503	60	7	implemented	implement	VERB
fuelectenerg-4503	60	8	ewma	ewma	NOUN
fuelectenerg-4503	60	9	to	to	PART
fuelectenerg-4503	60	10	detect	detect	VERB
fuelectenerg-4503	60	11	anomalous	anomalous	ADJ
fuelectenerg-4503	60	12	changes	change	NOUN
fuelectenerg-4503	60	13	in	in	ADP
fuelectenerg-4503	60	14	the	the	DET
fuelectenerg-4503	60	15	intensity	intensity	NOUN
fuelectenerg-4503	60	16	of	of	ADP
fuelectenerg-4503	60	17	a	a	DET
fuelectenerg-4503	60	18	jamming	jamming	NOUN
fuelectenerg-4503	60	19	attack	attack	NOUN
fuelectenerg-4503	60	20	event	event	NOUN
fuelectenerg-4503	60	21	by	by	ADP
fuelectenerg-4503	60	22	using	use	VERB
fuelectenerg-4503	60	23	the	the	DET
fuelectenerg-4503	60	24	packet	packet	NOUN
fuelectenerg-4503	60	25	inter	inter	ADJ
fuelectenerg-4503	60	26	-	-	ADJ
fuelectenerg-4503	60	27	arrival	arrival	ADJ
fuelectenerg-4503	60	28	feature	feature	NOUN
fuelectenerg-4503	60	29	of	of	ADP
fuelectenerg-4503	60	30	the	the	DET
fuelectenerg-4503	60	31	received	receive	VERB
fuelectenerg-4503	60	32	packets	packet	NOUN
fuelectenerg-4503	60	33	from	from	ADP
fuelectenerg-4503	60	34	the	the	DET
fuelectenerg-4503	60	35	wireless	wireless	ADJ
fuelectenerg-4503	60	36	sensor	sensor	NOUN
fuelectenerg-4503	60	37	nodes	nod	VERB
fuelectenerg-4503	60	38	.	.	PUNCT
fuelectenerg-4503	61	1	this	this	DET
fuelectenerg-4503	61	2	paper	paper	NOUN
fuelectenerg-4503	61	3	consists	consist	VERB
fuelectenerg-4503	61	4	of	of	ADP
fuelectenerg-4503	61	5	six	six	NUM
fuelectenerg-4503	61	6	sections	section	NOUN
fuelectenerg-4503	61	7	.	.	PUNCT
fuelectenerg-4503	62	1	the	the	DET
fuelectenerg-4503	62	2	introduction	introduction	NOUN
fuelectenerg-4503	62	3	offers	offer	VERB
fuelectenerg-4503	62	4	a	a	DET
fuelectenerg-4503	62	5	terminological	terminological	ADJ
fuelectenerg-4503	62	6	basis	basis	NOUN
fuelectenerg-4503	62	7	for	for	ADP
fuelectenerg-4503	62	8	the	the	DET
fuelectenerg-4503	62	9	problem	problem	NOUN
fuelectenerg-4503	62	10	of	of	ADP
fuelectenerg-4503	62	11	intrusion	intrusion	NOUN
fuelectenerg-4503	62	12	detection	detection	NOUN
fuelectenerg-4503	62	13	,	,	PUNCT
fuelectenerg-4503	62	14	then	then	ADV
fuelectenerg-4503	62	15	in	in	ADP
fuelectenerg-4503	62	16	the	the	DET
fuelectenerg-4503	62	17	second	second	ADJ
fuelectenerg-4503	62	18	section	section	NOUN
fuelectenerg-4503	62	19	a	a	DET
fuelectenerg-4503	62	20	short	short	ADJ
fuelectenerg-4503	62	21	overview	overview	NOUN
fuelectenerg-4503	62	22	of	of	ADP
fuelectenerg-4503	62	23	anomaly	anomaly	NOUN
fuelectenerg-4503	62	24	detection	detection	NOUN
fuelectenerg-4503	62	25	techniques	technique	NOUN
fuelectenerg-4503	62	26	is	be	AUX
fuelectenerg-4503	62	27	presented	present	VERB
fuelectenerg-4503	62	28	.	.	PUNCT
fuelectenerg-4503	63	1	the	the	DET
fuelectenerg-4503	63	2	ewma	ewma	NOUN
fuelectenerg-4503	63	3	algorithm	algorithm	PROPN
fuelectenerg-4503	63	4	is	be	AUX
fuelectenerg-4503	63	5	described	describe	VERB
fuelectenerg-4503	63	6	in	in	ADP
fuelectenerg-4503	63	7	the	the	DET
fuelectenerg-4503	63	8	third	third	ADJ
fuelectenerg-4503	63	9	section	section	NOUN
fuelectenerg-4503	63	10	,	,	PUNCT
fuelectenerg-4503	63	11	followed	follow	VERB
fuelectenerg-4503	63	12	by	by	ADP
fuelectenerg-4503	63	13	the	the	DET
fuelectenerg-4503	63	14	fourth	fourth	ADJ
fuelectenerg-4503	63	15	section	section	NOUN
fuelectenerg-4503	63	16	dealing	deal	VERB
fuelectenerg-4503	63	17	with	with	ADP
fuelectenerg-4503	63	18	the	the	DET
fuelectenerg-4503	63	19	fuzzy	fuzzy	ADJ
fuelectenerg-4503	63	20	approach	approach	NOUN
fuelectenerg-4503	63	21	.	.	PUNCT
fuelectenerg-4503	64	1	the	the	DET
fuelectenerg-4503	64	2	simulation	simulation	NOUN
fuelectenerg-4503	64	3	and	and	CCONJ
fuelectenerg-4503	64	4	results	result	NOUN
fuelectenerg-4503	64	5	of	of	ADP
fuelectenerg-4503	64	6	analyzed	analyze	VERB
fuelectenerg-4503	64	7	algorithm	algorithm	NOUN
fuelectenerg-4503	64	8	and	and	CCONJ
fuelectenerg-4503	64	9	its	its	PRON
fuelectenerg-4503	64	10	various	various	ADJ
fuelectenerg-4503	64	11	aspects	aspect	NOUN
fuelectenerg-4503	64	12	in	in	ADP
fuelectenerg-4503	64	13	an	an	DET
fuelectenerg-4503	64	14	adequate	adequate	ADJ
fuelectenerg-4503	64	15	software	software	NOUN
fuelectenerg-4503	64	16	environment	environment	NOUN
fuelectenerg-4503	64	17	are	be	AUX
fuelectenerg-4503	64	18	given	give	VERB
fuelectenerg-4503	64	19	in	in	ADP
fuelectenerg-4503	64	20	the	the	DET
fuelectenerg-4503	64	21	fifth	fifth	ADJ
fuelectenerg-4503	64	22	section	section	NOUN
fuelectenerg-4503	64	23	.	.	PUNCT
fuelectenerg-4503	65	1	the	the	DET
fuelectenerg-4503	65	2	sixth	sixth	ADJ
fuelectenerg-4503	65	3	part	part	NOUN
fuelectenerg-4503	65	4	elaborates	elaborate	VERB
fuelectenerg-4503	65	5	the	the	DET
fuelectenerg-4503	65	6	process	process	NOUN
fuelectenerg-4503	65	7	of	of	ADP
fuelectenerg-4503	65	8	improving	improve	VERB
fuelectenerg-4503	65	9	the	the	DET
fuelectenerg-4503	65	10	results	result	NOUN
fuelectenerg-4503	65	11	.	.	PUNCT
fuelectenerg-4503	66	1	finally	finally	ADV
fuelectenerg-4503	66	2	,	,	PUNCT
fuelectenerg-4503	66	3	this	this	DET
fuelectenerg-4503	66	4	paper	paper	NOUN
fuelectenerg-4503	66	5	closes	close	VERB
fuelectenerg-4503	66	6	with	with	ADP
fuelectenerg-4503	66	7	the	the	DET
fuelectenerg-4503	66	8	conclusion	conclusion	NOUN
fuelectenerg-4503	66	9	based	base	VERB
fuelectenerg-4503	66	10	on	on	ADP
fuelectenerg-4503	66	11	the	the	DET
fuelectenerg-4503	66	12	analyzed	analyze	VERB
fuelectenerg-4503	66	13	cases	case	NOUN
fuelectenerg-4503	66	14	.	.	PUNCT
fuelectenerg-4503	67	1	2	2	X
fuelectenerg-4503	67	2	.	.	X
fuelectenerg-4503	67	3	intrusion	intrusion	NOUN
fuelectenerg-4503	67	4	detection	detection	NOUN
fuelectenerg-4503	67	5	the	the	DET
fuelectenerg-4503	67	6	main	main	ADJ
fuelectenerg-4503	67	7	challenge	challenge	NOUN
fuelectenerg-4503	67	8	in	in	ADP
fuelectenerg-4503	67	9	intrusion	intrusion	NOUN
fuelectenerg-4503	67	10	detection	detection	NOUN
fuelectenerg-4503	67	11	is	be	AUX
fuelectenerg-4503	67	12	that	that	PRON
fuelectenerg-4503	67	13	of	of	ADP
fuelectenerg-4503	67	14	separating	separate	VERB
fuelectenerg-4503	67	15	anomalous	anomalous	ADJ
fuelectenerg-4503	67	16	events	event	NOUN
fuelectenerg-4503	67	17	from	from	ADP
fuelectenerg-4503	67	18	normal	normal	ADJ
fuelectenerg-4503	67	19	events	event	NOUN
fuelectenerg-4503	67	20	.	.	PUNCT
fuelectenerg-4503	68	1	anomalous	anomalous	ADJ
fuelectenerg-4503	68	2	events	event	NOUN
fuelectenerg-4503	68	3	can	can	AUX
fuelectenerg-4503	68	4	include	include	VERB
fuelectenerg-4503	68	5	actual	actual	ADJ
fuelectenerg-4503	68	6	attacks	attack	NOUN
fuelectenerg-4503	68	7	against	against	ADP
fuelectenerg-4503	68	8	a	a	DET
fuelectenerg-4503	68	9	computer	computer	NOUN
fuelectenerg-4503	68	10	system	system	NOUN
fuelectenerg-4503	68	11	or	or	CCONJ
fuelectenerg-4503	68	12	more	more	ADV
fuelectenerg-4503	68	13	subtle	subtle	ADJ
fuelectenerg-4503	68	14	and	and	CCONJ
fuelectenerg-4503	68	15	hence	hence	ADV
fuelectenerg-4503	68	16	difficult	difficult	ADJ
fuelectenerg-4503	68	17	to	to	PART
fuelectenerg-4503	68	18	detect	detect	VERB
fuelectenerg-4503	68	19	,	,	PUNCT
fuelectenerg-4503	68	20	probes	probe	NOUN
fuelectenerg-4503	68	21	that	that	PRON
fuelectenerg-4503	68	22	are	be	AUX
fuelectenerg-4503	68	23	aimed	aim	VERB
fuelectenerg-4503	68	24	at	at	ADP
fuelectenerg-4503	68	25	information	information	NOUN
fuelectenerg-4503	68	26	reconnaissance	reconnaissance	NOUN
fuelectenerg-4503	68	27	.	.	PUNCT
fuelectenerg-4503	69	1	another	another	DET
fuelectenerg-4503	69	2	challenge	challenge	NOUN
fuelectenerg-4503	69	3	in	in	ADP
fuelectenerg-4503	69	4	i	i	PROPN
fuelectenerg-4503	69	5	d	d	PROPN
fuelectenerg-4503	69	6	is	be	AUX
fuelectenerg-4503	69	7	that	that	PRON
fuelectenerg-4503	69	8	of	of	ADP
fuelectenerg-4503	69	9	false	false	ADJ
fuelectenerg-4503	69	10	positives	positive	NOUN
fuelectenerg-4503	69	11	.	.	PUNCT
fuelectenerg-4503	70	1	false	false	ADJ
fuelectenerg-4503	70	2	positives	positive	NOUN
fuelectenerg-4503	70	3	in	in	ADP
fuelectenerg-4503	70	4	i	i	PROPN
fuelectenerg-4503	70	5	d	d	PROPN
fuelectenerg-4503	70	6	occur	occur	VERB
fuelectenerg-4503	70	7	when	when	SCONJ
fuelectenerg-4503	70	8	an	an	DET
fuelectenerg-4503	70	9	ids	ids	NOUN
fuelectenerg-4503	70	10	reports	report	VERB
fuelectenerg-4503	70	11	an	an	DET
fuelectenerg-4503	70	12	intrusion	intrusion	NOUN
fuelectenerg-4503	70	13	as	as	ADP
fuelectenerg-4503	70	14	occurring	occur	VERB
fuelectenerg-4503	70	15	when	when	SCONJ
fuelectenerg-4503	70	16	in	in	ADP
fuelectenerg-4503	70	17	fact	fact	NOUN
fuelectenerg-4503	70	18	it	it	PRON
fuelectenerg-4503	70	19	has	have	VERB
fuelectenerg-4503	70	20	not	not	PART
fuelectenerg-4503	70	21	.	.	PUNCT
fuelectenerg-4503	71	1	it	it	PRON
fuelectenerg-4503	71	2	has	have	AUX
fuelectenerg-4503	71	3	been	be	AUX
fuelectenerg-4503	71	4	argued	argue	VERB
fuelectenerg-4503	71	5	that	that	SCONJ
fuelectenerg-4503	71	6	it	it	PRON
fuelectenerg-4503	71	7	is	be	AUX
fuelectenerg-4503	71	8	actually	actually	ADV
fuelectenerg-4503	71	9	this	this	DET
fuelectenerg-4503	71	10	false	false	ADJ
fuelectenerg-4503	71	11	alarm	alarm	NOUN
fuelectenerg-4503	71	12	rate	rate	NOUN
fuelectenerg-4503	71	13	that	that	PRON
fuelectenerg-4503	71	14	is	be	AUX
fuelectenerg-4503	71	15	the	the	DET
fuelectenerg-4503	71	16	limiting	limit	VERB
fuelectenerg-4503	71	17	factor	factor	NOUN
fuelectenerg-4503	71	18	in	in	ADP
fuelectenerg-4503	71	19	an	an	DET
fuelectenerg-4503	71	20	idss	idss	ADJ
fuelectenerg-4503	71	21	performance	performance	NOUN
fuelectenerg-4503	71	22	.	.	PUNCT
fuelectenerg-4503	72	1	the	the	DET
fuelectenerg-4503	72	2	performance	performance	NOUN
fuelectenerg-4503	72	3	of	of	ADP
fuelectenerg-4503	72	4	a	a	DET
fuelectenerg-4503	72	5	network	network	NOUN
fuelectenerg-4503	72	6	ids	id	NOUN
fuelectenerg-4503	72	7	can	can	AUX
fuelectenerg-4503	72	8	be	be	AUX
fuelectenerg-4503	72	9	more	more	ADV
fuelectenerg-4503	72	10	effective	effective	ADJ
fuelectenerg-4503	72	11	if	if	SCONJ
fuelectenerg-4503	72	12	it	it	PRON
fuelectenerg-4503	72	13	includes	include	VERB
fuelectenerg-4503	72	14	not	not	PART
fuelectenerg-4503	72	15	only	only	ADV
fuelectenerg-4503	72	16	attack	attack	VERB
fuelectenerg-4503	72	17	signature	signature	NOUN
fuelectenerg-4503	72	18	matching	matching	NOUN
fuelectenerg-4503	72	19	but	but	CCONJ
fuelectenerg-4503	72	20	also	also	ADV
fuelectenerg-4503	72	21	traffic	traffic	VERB
fuelectenerg-4503	72	22	analysis	analysis	NOUN
fuelectenerg-4503	72	23	at	at	ADP
fuelectenerg-4503	72	24	the	the	DET
fuelectenerg-4503	72	25	same	same	ADJ
fuelectenerg-4503	72	26	time	time	NOUN
fuelectenerg-4503	72	27	.	.	PUNCT
fuelectenerg-4503	73	1	by	by	ADP
fuelectenerg-4503	73	2	using	use	VERB
fuelectenerg-4503	73	3	traffic	traffic	NOUN
fuelectenerg-4503	73	4	analysis	analysis	NOUN
fuelectenerg-4503	73	5	,	,	PUNCT
fuelectenerg-4503	73	6	anomalous	anomalous	ADJ
fuelectenerg-4503	73	7	traffic	traffic	NOUN
fuelectenerg-4503	73	8	is	be	AUX
fuelectenerg-4503	73	9	identified	identify	VERB
fuelectenerg-4503	73	10	as	as	ADP
fuelectenerg-4503	73	11	a	a	DET
fuelectenerg-4503	73	12	potential	potential	ADJ
fuelectenerg-4503	73	13	intrusion	intrusion	NOUN
fuelectenerg-4503	73	14	.	.	PUNCT
fuelectenerg-4503	74	1	traffic	traffic	NOUN
fuelectenerg-4503	74	2	analysis	analysis	NOUN
fuelectenerg-4503	74	3	does	do	AUX
fuelectenerg-4503	74	4	not	not	PART
fuelectenerg-4503	74	5	deal	deal	VERB
fuelectenerg-4503	74	6	with	with	ADP
fuelectenerg-4503	74	7	the	the	DET
fuelectenerg-4503	74	8	payload	payload	NOUN
fuelectenerg-4503	74	9	of	of	ADP
fuelectenerg-4503	74	10	a	a	DET
fuelectenerg-4503	74	11	message	message	NOUN
fuelectenerg-4503	74	12	,	,	PUNCT
fuelectenerg-4503	74	13	but	but	CCONJ
fuelectenerg-4503	74	14	its	its	PRON
fuelectenerg-4503	74	15	other	other	ADJ
fuelectenerg-4503	74	16	characteristics	characteristic	NOUN
fuelectenerg-4503	74	17	such	such	ADJ
fuelectenerg-4503	74	18	as	as	ADP
fuelectenerg-4503	74	19	source	source	NOUN
fuelectenerg-4503	74	20	,	,	PUNCT
fuelectenerg-4503	74	21	destination	destination	NOUN
fuelectenerg-4503	74	22	,	,	PUNCT
fuelectenerg-4503	74	23	routing	routing	NOUN
fuelectenerg-4503	74	24	,	,	PUNCT
fuelectenerg-4503	74	25	length	length	NOUN
fuelectenerg-4503	74	26	of	of	ADP
fuelectenerg-4503	74	27	the	the	DET
fuelectenerg-4503	74	28	message	message	NOUN
fuelectenerg-4503	74	29	,	,	PUNCT
fuelectenerg-4503	74	30	time	time	NOUN
fuelectenerg-4503	74	31	it	it	PRON
fuelectenerg-4503	74	32	was	be	AUX
fuelectenerg-4503	74	33	sent	send	VERB
fuelectenerg-4503	74	34	,	,	PUNCT
fuelectenerg-4503	74	35	the	the	DET
fuelectenerg-4503	74	36	frequency	frequency	NOUN
fuelectenerg-4503	74	37	of	of	ADP
fuelectenerg-4503	74	38	the	the	DET
fuelectenerg-4503	74	39	communication	communication	NOUN
fuelectenerg-4503	74	40	etc	etc	X
fuelectenerg-4503	74	41	.	.	PUNCT
fuelectenerg-4503	75	1	2.	2.	ADV
fuelectenerg-4503	75	2	traffic	traffic	NOUN
fuelectenerg-4503	75	3	payload	payload	NOUN
fuelectenerg-4503	75	4	is	be	AUX
fuelectenerg-4503	75	5	not	not	PART
fuelectenerg-4503	75	6	always	always	ADV
fuelectenerg-4503	75	7	available	available	ADJ
fuelectenerg-4503	75	8	for	for	ADP
fuelectenerg-4503	75	9	analysis	analysis	NOUN
fuelectenerg-4503	75	10	–	–	PUNCT
fuelectenerg-4503	75	11	the	the	DET
fuelectenerg-4503	75	12	traffic	traffic	NOUN
fuelectenerg-4503	75	13	may	may	AUX
fuelectenerg-4503	75	14	be	be	AUX
fuelectenerg-4503	75	15	encrypted	encrypt	VERB
fuelectenerg-4503	75	16	or	or	CCONJ
fuelectenerg-4503	75	17	it	it	PRON
fuelectenerg-4503	75	18	may	may	AUX
fuelectenerg-4503	75	19	simply	simply	ADV
fuelectenerg-4503	75	20	be	be	AUX
fuelectenerg-4503	75	21	against	against	ADP
fuelectenerg-4503	75	22	policy	policy	NOUN
fuelectenerg-4503	75	23	to	to	PART
fuelectenerg-4503	75	24	analyze	analyze	VERB
fuelectenerg-4503	75	25	packet	packet	NOUN
fuelectenerg-4503	75	26	payload	payload	NOUN
fuelectenerg-4503	75	27	12.	12.	ADP
fuelectenerg-4503	75	28	252	252	NUM
fuelectenerg-4503	75	29	p.	p.	NOUN
fuelectenerg-4503	75	30	ĉisar	ĉisar	NOUN
fuelectenerg-4503	75	31	,	,	PUNCT
fuelectenerg-4503	75	32	s.	s.	PROPN
fuelectenerg-4503	75	33	maravić	maravić	PROPN
fuelectenerg-4503	75	34	ĉisar	ĉisar	VERB
fuelectenerg-4503	75	35	anomaly	anomaly	NOUN
fuelectenerg-4503	75	36	detection	detection	NOUN
fuelectenerg-4503	75	37	techniques	technique	NOUN
fuelectenerg-4503	75	38	13	13	VERB
fuelectenerg-4503	75	39	:	:	PUNCT
fuelectenerg-4503	75	40			NUM
fuelectenerg-4503	75	41	protocol	protocol	PROPN
fuelectenerg-4503	75	42	anomaly	anomaly	NOUN
fuelectenerg-4503	75	43	detection	detection	NOUN
fuelectenerg-4503	75	44	–	–	PUNCT
fuelectenerg-4503	75	45	protocol	protocol	NOUN
fuelectenerg-4503	75	46	anomaly	anomaly	NOUN
fuelectenerg-4503	75	47	refers	refer	VERB
fuelectenerg-4503	75	48	to	to	ADP
fuelectenerg-4503	75	49	all	all	DET
fuelectenerg-4503	75	50	exceptions	exception	NOUN
fuelectenerg-4503	75	51	related	relate	VERB
fuelectenerg-4503	75	52	to	to	ADP
fuelectenerg-4503	75	53	protocol	protocol	NOUN
fuelectenerg-4503	75	54	format	format	NOUN
fuelectenerg-4503	75	55	and	and	CCONJ
fuelectenerg-4503	75	56	protocol	protocol	NOUN
fuelectenerg-4503	75	57	behaviour	behaviour	NOUN
fuelectenerg-4503	75	58	.	.	PUNCT
fuelectenerg-4503	76	1			PROPN
fuelectenerg-4503	76	2	application	application	NOUN
fuelectenerg-4503	76	3	payload	payload	NOUN
fuelectenerg-4503	76	4	anomaly	anomaly	NOUN
fuelectenerg-4503	76	5	–	–	PUNCT
fuelectenerg-4503	76	6	application	application	NOUN
fuelectenerg-4503	76	7	anomaly	anomaly	NOUN
fuelectenerg-4503	76	8	must	must	AUX
fuelectenerg-4503	76	9	be	be	AUX
fuelectenerg-4503	76	10	supported	support	VERB
fuelectenerg-4503	76	11	by	by	ADP
fuelectenerg-4503	76	12	detailed	detailed	ADJ
fuelectenerg-4503	76	13	analysis	analysis	NOUN
fuelectenerg-4503	76	14	of	of	ADP
fuelectenerg-4503	76	15	application	application	NOUN
fuelectenerg-4503	76	16	protocols	protocol	NOUN
fuelectenerg-4503	76	17	.	.	PUNCT
fuelectenerg-4503	77	1	application	application	NOUN
fuelectenerg-4503	77	2	anomaly	anomaly	NOUN
fuelectenerg-4503	77	3	also	also	ADV
fuelectenerg-4503	77	4	requires	require	VERB
fuelectenerg-4503	77	5	understanding	understanding	NOUN
fuelectenerg-4503	77	6	of	of	ADP
fuelectenerg-4503	77	7	the	the	DET
fuelectenerg-4503	77	8	application	application	NOUN
fuelectenerg-4503	77	9	semantics	semantic	NOUN
fuelectenerg-4503	77	10	in	in	ADP
fuelectenerg-4503	77	11	order	order	NOUN
fuelectenerg-4503	77	12	to	to	PART
fuelectenerg-4503	77	13	be	be	AUX
fuelectenerg-4503	77	14	effective	effective	ADJ
fuelectenerg-4503	77	15	.	.	PUNCT
fuelectenerg-4503	78	1			X
fuelectenerg-4503	78	2	statistical	statistical	ADJ
fuelectenerg-4503	78	3	anomaly	anomaly	NOUN
fuelectenerg-4503	78	4	–	–	PUNCT
fuelectenerg-4503	78	5	to	to	PART
fuelectenerg-4503	78	6	fully	fully	ADV
fuelectenerg-4503	78	7	characterize	characterize	VERB
fuelectenerg-4503	78	8	the	the	DET
fuelectenerg-4503	78	9	traffic	traffic	NOUN
fuelectenerg-4503	78	10	behaviour	behaviour	NOUN
fuelectenerg-4503	78	11	in	in	ADP
fuelectenerg-4503	78	12	any	any	DET
fuelectenerg-4503	78	13	network	network	NOUN
fuelectenerg-4503	78	14	,	,	PUNCT
fuelectenerg-4503	78	15	various	various	ADJ
fuelectenerg-4503	78	16	statistical	statistical	ADJ
fuelectenerg-4503	78	17	measures	measure	NOUN
fuelectenerg-4503	78	18	are	be	AUX
fuelectenerg-4503	78	19	used	use	VERB
fuelectenerg-4503	78	20	to	to	PART
fuelectenerg-4503	78	21	capture	capture	VERB
fuelectenerg-4503	78	22	this	this	DET
fuelectenerg-4503	78	23	behaviour	behaviour	NOUN
fuelectenerg-4503	78	24	.	.	PUNCT
fuelectenerg-4503	79	1	additionally	additionally	ADV
fuelectenerg-4503	79	2	,	,	PUNCT
fuelectenerg-4503	79	3	the	the	DET
fuelectenerg-4503	79	4	implemented	implement	VERB
fuelectenerg-4503	79	5	statistical	statistical	ADJ
fuelectenerg-4503	79	6	algorithm	algorithm	NOUN
fuelectenerg-4503	79	7	must	must	AUX
fuelectenerg-4503	79	8	recognize	recognize	VERB
fuelectenerg-4503	79	9	the	the	DET
fuelectenerg-4503	79	10	difference	difference	NOUN
fuelectenerg-4503	79	11	between	between	ADP
fuelectenerg-4503	79	12	the	the	DET
fuelectenerg-4503	79	13	long	long	ADJ
fuelectenerg-4503	79	14	–	–	PUNCT
fuelectenerg-4503	79	15	term	term	NOUN
fuelectenerg-4503	79	16	(	(	PUNCT
fuelectenerg-4503	79	17	assumed	assume	VERB
fuelectenerg-4503	79	18	normal	normal	ADJ
fuelectenerg-4503	79	19	)	)	PUNCT
fuelectenerg-4503	79	20	and	and	CCONJ
fuelectenerg-4503	79	21	the	the	DET
fuelectenerg-4503	79	22	short	short	ADJ
fuelectenerg-4503	79	23	–	–	PUNCT
fuelectenerg-4503	79	24	term	term	NOUN
fuelectenerg-4503	79	25	observations	observation	NOUN
fuelectenerg-4503	79	26	to	to	PART
fuelectenerg-4503	79	27	avoid	avoid	VERB
fuelectenerg-4503	79	28	generating	generate	VERB
fuelectenerg-4503	79	29	false	false	ADJ
fuelectenerg-4503	79	30	alarms	alarm	NOUN
fuelectenerg-4503	79	31	on	on	ADP
fuelectenerg-4503	79	32	normal	normal	ADJ
fuelectenerg-4503	79	33	traffic	traffic	NOUN
fuelectenerg-4503	79	34	variations	variation	NOUN
fuelectenerg-4503	79	35	.	.	PUNCT
fuelectenerg-4503	80	1	network	network	NOUN
fuelectenerg-4503	80	2	statistical	statistical	ADJ
fuelectenerg-4503	80	3	anomaly	anomaly	NOUN
fuelectenerg-4503	80	4	detection	detection	NOUN
fuelectenerg-4503	80	5	(	(	PUNCT
fuelectenerg-4503	80	6	nsad	nsad	NOUN
fuelectenerg-4503	80	7	)	)	PUNCT
fuelectenerg-4503	80	8	attempts	attempt	NOUN
fuelectenerg-4503	80	9	to	to	PART
fuelectenerg-4503	80	10	dynamically	dynamically	ADV
fuelectenerg-4503	80	11	understand	understand	VERB
fuelectenerg-4503	80	12	the	the	DET
fuelectenerg-4503	80	13	network	network	NOUN
fuelectenerg-4503	80	14	and	and	CCONJ
fuelectenerg-4503	80	15	statistically	statistically	ADV
fuelectenerg-4503	80	16	identify	identify	VERB
fuelectenerg-4503	80	17	traffic	traffic	NOUN
fuelectenerg-4503	80	18	that	that	PRON
fuelectenerg-4503	80	19	deviates	deviate	VERB
fuelectenerg-4503	80	20	from	from	ADP
fuelectenerg-4503	80	21	normal	normal	ADJ
fuelectenerg-4503	80	22	traffic	traffic	NOUN
fuelectenerg-4503	80	23	usage	usage	NOUN
fuelectenerg-4503	80	24	and	and	CCONJ
fuelectenerg-4503	80	25	patterns	pattern	NOUN
fuelectenerg-4503	80	26	.	.	PUNCT
fuelectenerg-4503	81	1	nsad	nsad	PROPN
fuelectenerg-4503	81	2	systems	system	NOUN
fuelectenerg-4503	81	3	can	can	AUX
fuelectenerg-4503	81	4	be	be	AUX
fuelectenerg-4503	81	5	broken	break	VERB
fuelectenerg-4503	81	6	down	down	ADP
fuelectenerg-4503	81	7	further	far	ADV
fuelectenerg-4503	81	8	into	into	ADP
fuelectenerg-4503	81	9	threshold	threshold	NOUN
fuelectenerg-4503	81	10	,	,	PUNCT
fuelectenerg-4503	81	11	baseline	baseline	ADJ
fuelectenerg-4503	81	12	and	and	CCONJ
fuelectenerg-4503	81	13	adaptive	adaptive	ADJ
fuelectenerg-4503	81	14	systems	system	NOUN
fuelectenerg-4503	81	15	,	,	PUNCT
fuelectenerg-4503	81	16	with	with	ADP
fuelectenerg-4503	81	17	each	each	PRON
fuelectenerg-4503	81	18	looking	look	VERB
fuelectenerg-4503	81	19	for	for	ADP
fuelectenerg-4503	81	20	different	different	ADJ
fuelectenerg-4503	81	21	triggers	trigger	NOUN
fuelectenerg-4503	81	22	to	to	PART
fuelectenerg-4503	81	23	identify	identify	VERB
fuelectenerg-4503	81	24	anomalous	anomalous	ADJ
fuelectenerg-4503	81	25	behaviour	behaviour	NOUN
fuelectenerg-4503	81	26	2.	2.	ADV
fuelectenerg-4503	81	27	3	3	X
fuelectenerg-4503	81	28	.	.	PUNCT
fuelectenerg-4503	81	29	exponentially	exponentially	ADV
fuelectenerg-4503	81	30	weighted	weight	VERB
fuelectenerg-4503	81	31	moving	move	VERB
fuelectenerg-4503	81	32	average	average	ADJ
fuelectenerg-4503	81	33	many	many	ADJ
fuelectenerg-4503	81	34	intrusions	intrusion	NOUN
fuelectenerg-4503	81	35	manifest	manifest	VERB
fuelectenerg-4503	81	36	in	in	ADP
fuelectenerg-4503	81	37	changes	change	NOUN
fuelectenerg-4503	81	38	in	in	ADP
fuelectenerg-4503	81	39	the	the	DET
fuelectenerg-4503	81	40	intensity	intensity	NOUN
fuelectenerg-4503	81	41	of	of	ADP
fuelectenerg-4503	81	42	events	event	NOUN
fuelectenerg-4503	81	43	occurring	occur	VERB
fuelectenerg-4503	81	44	in	in	ADP
fuelectenerg-4503	81	45	computer	computer	NOUN
fuelectenerg-4503	81	46	networks	network	NOUN
fuelectenerg-4503	81	47	.	.	PUNCT
fuelectenerg-4503	82	1	because	because	SCONJ
fuelectenerg-4503	82	2	of	of	ADP
fuelectenerg-4503	82	3	the	the	DET
fuelectenerg-4503	82	4	ability	ability	NOUN
fuelectenerg-4503	82	5	of	of	ADP
fuelectenerg-4503	82	6	ewma	ewma	NOUN
fuelectenerg-4503	82	7	control	control	NOUN
fuelectenerg-4503	82	8	charts	chart	NOUN
fuelectenerg-4503	82	9	to	to	PART
fuelectenerg-4503	82	10	monitor	monitor	VERB
fuelectenerg-4503	82	11	the	the	DET
fuelectenerg-4503	82	12	rate	rate	NOUN
fuelectenerg-4503	82	13	of	of	ADP
fuelectenerg-4503	82	14	occurrences	occurrence	NOUN
fuelectenerg-4503	82	15	of	of	ADP
fuelectenerg-4503	82	16	events	event	NOUN
fuelectenerg-4503	82	17	based	base	VERB
fuelectenerg-4503	82	18	on	on	ADP
fuelectenerg-4503	82	19	their	their	PRON
fuelectenerg-4503	82	20	intensity	intensity	NOUN
fuelectenerg-4503	82	21	,	,	PUNCT
fuelectenerg-4503	82	22	this	this	DET
fuelectenerg-4503	82	23	technique	technique	NOUN
fuelectenerg-4503	82	24	is	be	AUX
fuelectenerg-4503	82	25	appropriate	appropriate	ADJ
fuelectenerg-4503	82	26	for	for	ADP
fuelectenerg-4503	82	27	implementation	implementation	NOUN
fuelectenerg-4503	82	28	in	in	ADP
fuelectenerg-4503	82	29	control	control	NOUN
fuelectenerg-4503	82	30	limits	limit	NOUN
fuelectenerg-4503	82	31	based	base	VERB
fuelectenerg-4503	82	32	algorithms	algorithm	NOUN
fuelectenerg-4503	82	33	.	.	PUNCT
fuelectenerg-4503	83	1	the	the	DET
fuelectenerg-4503	83	2	performance	performance	NOUN
fuelectenerg-4503	83	3	of	of	ADP
fuelectenerg-4503	83	4	standard	standard	ADJ
fuelectenerg-4503	83	5	ewma	ewma	NOUN
fuelectenerg-4503	83	6	algorithm	algorithm	NOUN
fuelectenerg-4503	83	7	can	can	AUX
fuelectenerg-4503	83	8	be	be	AUX
fuelectenerg-4503	83	9	made	make	VERB
fuelectenerg-4503	83	10	more	more	ADV
fuelectenerg-4503	83	11	effective	effective	ADJ
fuelectenerg-4503	83	12	combining	combine	VERB
fuelectenerg-4503	83	13	the	the	DET
fuelectenerg-4503	83	14	concept	concept	NOUN
fuelectenerg-4503	83	15	of	of	ADP
fuelectenerg-4503	83	16	adaptive	adaptive	ADJ
fuelectenerg-4503	83	17	threshold	threshold	NOUN
fuelectenerg-4503	83	18	algorithm	algorithm	NOUN
fuelectenerg-4503	83	19	and	and	CCONJ
fuelectenerg-4503	83	20	adequate	adequate	ADJ
fuelectenerg-4503	83	21	application	application	NOUN
fuelectenerg-4503	83	22	of	of	ADP
fuelectenerg-4503	83	23	fuzzy	fuzzy	ADJ
fuelectenerg-4503	83	24	logic	logic	NOUN
fuelectenerg-4503	83	25	.	.	PUNCT
fuelectenerg-4503	84	1	the	the	DET
fuelectenerg-4503	84	2	following	follow	VERB
fuelectenerg-4503	84	3	section	section	NOUN
fuelectenerg-4503	84	4	containing	contain	VERB
fuelectenerg-4503	84	5	the	the	DET
fuelectenerg-4503	84	6	theoretical	theoretical	ADJ
fuelectenerg-4503	84	7	background	background	NOUN
fuelectenerg-4503	84	8	has	have	AUX
fuelectenerg-4503	84	9	already	already	ADV
fuelectenerg-4503	84	10	been	be	AUX
fuelectenerg-4503	84	11	discussed	discuss	VERB
fuelectenerg-4503	84	12	in	in	ADP
fuelectenerg-4503	84	13	previous	previous	ADJ
fuelectenerg-4503	84	14	works	work	NOUN
fuelectenerg-4503	84	15	14	14	NOUN
fuelectenerg-4503	84	16	,	,	PUNCT
fuelectenerg-4503	84	17	15	15	PROPN
fuelectenerg-4503	84	18	,	,	PUNCT
fuelectenerg-4503	84	19	16	16	X
fuelectenerg-4503	84	20	yet	yet	CCONJ
fuelectenerg-4503	84	21	it	it	PRON
fuelectenerg-4503	84	22	is	be	AUX
fuelectenerg-4503	84	23	vital	vital	ADJ
fuelectenerg-4503	84	24	for	for	ADP
fuelectenerg-4503	84	25	the	the	DET
fuelectenerg-4503	84	26	comprehension	comprehension	NOUN
fuelectenerg-4503	84	27	of	of	ADP
fuelectenerg-4503	84	28	the	the	DET
fuelectenerg-4503	84	29	entire	entire	ADJ
fuelectenerg-4503	84	30	paper	paper	NOUN
fuelectenerg-4503	84	31	to	to	PART
fuelectenerg-4503	84	32	summarize	summarize	VERB
fuelectenerg-4503	84	33	it	it	PRON
fuelectenerg-4503	84	34	again	again	ADV
fuelectenerg-4503	84	35	.	.	PUNCT
fuelectenerg-4503	85	1	the	the	DET
fuelectenerg-4503	85	2	exponentially	exponentially	ADV
fuelectenerg-4503	85	3	weighted	weight	VERB
fuelectenerg-4503	85	4	moving	move	VERB
fuelectenerg-4503	85	5	average	average	NOUN
fuelectenerg-4503	85	6	is	be	AUX
fuelectenerg-4503	85	7	a	a	DET
fuelectenerg-4503	85	8	statistic	statistic	NOUN
fuelectenerg-4503	85	9	for	for	ADP
fuelectenerg-4503	85	10	monitoring	monitor	VERB
fuelectenerg-4503	85	11	the	the	DET
fuelectenerg-4503	85	12	process	process	NOUN
fuelectenerg-4503	85	13	that	that	PRON
fuelectenerg-4503	85	14	averages	average	VERB
fuelectenerg-4503	85	15	the	the	DET
fuelectenerg-4503	85	16	data	datum	NOUN
fuelectenerg-4503	85	17	in	in	ADP
fuelectenerg-4503	85	18	a	a	DET
fuelectenerg-4503	85	19	way	way	NOUN
fuelectenerg-4503	85	20	that	that	PRON
fuelectenerg-4503	85	21	gives	give	VERB
fuelectenerg-4503	85	22	less	less	ADJ
fuelectenerg-4503	85	23	and	and	CCONJ
fuelectenerg-4503	85	24	less	less	ADJ
fuelectenerg-4503	85	25	weight	weight	NOUN
fuelectenerg-4503	85	26	to	to	ADP
fuelectenerg-4503	85	27	data	datum	NOUN
fuelectenerg-4503	85	28	as	as	SCONJ
fuelectenerg-4503	85	29	they	they	PRON
fuelectenerg-4503	85	30	are	be	AUX
fuelectenerg-4503	85	31	further	far	ADV
fuelectenerg-4503	85	32	removed	remove	VERB
fuelectenerg-4503	85	33	in	in	ADP
fuelectenerg-4503	85	34	time	time	NOUN
fuelectenerg-4503	85	35	.	.	PUNCT
fuelectenerg-4503	86	1	for	for	ADP
fuelectenerg-4503	86	2	the	the	DET
fuelectenerg-4503	86	3	ewma	ewma	NOUN
fuelectenerg-4503	86	4	control	control	PROPN
fuelectenerg-4503	86	5	technique	technique	NOUN
fuelectenerg-4503	86	6	,	,	PUNCT
fuelectenerg-4503	86	7	the	the	DET
fuelectenerg-4503	86	8	decision	decision	NOUN
fuelectenerg-4503	86	9	regarding	regard	VERB
fuelectenerg-4503	86	10	the	the	DET
fuelectenerg-4503	86	11	state	state	NOUN
fuelectenerg-4503	86	12	of	of	ADP
fuelectenerg-4503	86	13	control	control	NOUN
fuelectenerg-4503	86	14	of	of	ADP
fuelectenerg-4503	86	15	the	the	DET
fuelectenerg-4503	86	16	process	process	NOUN
fuelectenerg-4503	86	17	depends	depend	VERB
fuelectenerg-4503	86	18	on	on	ADP
fuelectenerg-4503	86	19	the	the	DET
fuelectenerg-4503	86	20	ewma	ewma	NOUN
fuelectenerg-4503	86	21	statistics	statistic	NOUN
fuelectenerg-4503	86	22	,	,	PUNCT
fuelectenerg-4503	86	23	which	which	PRON
fuelectenerg-4503	86	24	is	be	AUX
fuelectenerg-4503	86	25	an	an	DET
fuelectenerg-4503	86	26	exponentially	exponentially	ADV
fuelectenerg-4503	86	27	weighted	weight	VERB
fuelectenerg-4503	86	28	average	average	NOUN
fuelectenerg-4503	86	29	of	of	ADP
fuelectenerg-4503	86	30	all	all	DET
fuelectenerg-4503	86	31	prior	prior	ADJ
fuelectenerg-4503	86	32	data	datum	NOUN
fuelectenerg-4503	86	33	,	,	PUNCT
fuelectenerg-4503	86	34	including	include	VERB
fuelectenerg-4503	86	35	the	the	DET
fuelectenerg-4503	86	36	most	most	ADV
fuelectenerg-4503	86	37	recent	recent	ADJ
fuelectenerg-4503	86	38	measurements	measurement	NOUN
fuelectenerg-4503	86	39	.	.	PUNCT
fuelectenerg-4503	87	1	the	the	DET
fuelectenerg-4503	87	2	statistics	statistic	NOUN
fuelectenerg-4503	87	3	that	that	PRON
fuelectenerg-4503	87	4	is	be	AUX
fuelectenerg-4503	87	5	calculated	calculate	VERB
fuelectenerg-4503	87	6	is	be	AUX
fuelectenerg-4503	87	7	:	:	PUNCT
fuelectenerg-4503	87	8	(	(	PUNCT
fuelectenerg-4503	87	9	1	1	X
fuelectenerg-4503	87	10	)	)	PUNCT
fuelectenerg-4503	87	11	for	for	ADP
fuelectenerg-4503	87	12	t	t	NOUN
fuelectenerg-4503	87	13	=	=	SYM
fuelectenerg-4503	87	14	1	1	NUM
fuelectenerg-4503	87	15	,	,	PUNCT
fuelectenerg-4503	87	16	2	2	NUM
fuelectenerg-4503	87	17	,	,	PUNCT
fuelectenerg-4503	87	18	...	...	PUNCT
fuelectenerg-4503	87	19	n	n	X
fuelectenerg-4503	87	20	where	where	SCONJ
fuelectenerg-4503	87	21			X
fuelectenerg-4503	87	22	ewma0	ewma0	NOUN
fuelectenerg-4503	87	23	is	be	AUX
fuelectenerg-4503	87	24	the	the	DET
fuelectenerg-4503	87	25	mean	mean	NOUN
fuelectenerg-4503	87	26	of	of	ADP
fuelectenerg-4503	87	27	historical	historical	ADJ
fuelectenerg-4503	87	28	data	datum	NOUN
fuelectenerg-4503	87	29			PART
fuelectenerg-4503	87	30	yt	yt	PROPN
fuelectenerg-4503	87	31	is	be	AUX
fuelectenerg-4503	87	32	the	the	DET
fuelectenerg-4503	87	33	observation	observation	NOUN
fuelectenerg-4503	87	34	at	at	ADP
fuelectenerg-4503	87	35	time	time	NOUN
fuelectenerg-4503	87	36	t	t	PROPN
fuelectenerg-4503	87	37			VERB
fuelectenerg-4503	88	1	n	n	PRON
fuelectenerg-4503	88	2	is	be	AUX
fuelectenerg-4503	88	3	the	the	DET
fuelectenerg-4503	88	4	number	number	NOUN
fuelectenerg-4503	88	5	of	of	ADP
fuelectenerg-4503	88	6	observations	observation	NOUN
fuelectenerg-4503	88	7	to	to	PART
fuelectenerg-4503	88	8	be	be	AUX
fuelectenerg-4503	88	9	monitored	monitor	VERB
fuelectenerg-4503	88	10	including	include	VERB
fuelectenerg-4503	88	11	ewma0	ewma0	NOUN
fuelectenerg-4503	88	12			X
fuelectenerg-4503	88	13	0	0	NUM
fuelectenerg-4503	88	14	<	<	X
fuelectenerg-4503	88	15	λ	λ	X
fuelectenerg-4503	88	16	≤	≤	NUM
fuelectenerg-4503	88	17	1	1	NUM
fuelectenerg-4503	88	18	is	be	AUX
fuelectenerg-4503	88	19	a	a	DET
fuelectenerg-4503	88	20	constant	constant	ADJ
fuelectenerg-4503	88	21	that	that	SCONJ
fuelectenerg-4503	88	22	determines	determine	VERB
fuelectenerg-4503	88	23	the	the	DET
fuelectenerg-4503	88	24	depth	depth	NOUN
fuelectenerg-4503	88	25	of	of	ADP
fuelectenerg-4503	88	26	memory	memory	NOUN
fuelectenerg-4503	88	27	of	of	ADP
fuelectenerg-4503	88	28	the	the	DET
fuelectenerg-4503	88	29	ewma	ewma	NOUN
fuelectenerg-4503	88	30	.	.	PUNCT
fuelectenerg-4503	89	1	this	this	DET
fuelectenerg-4503	89	2	equation	equation	NOUN
fuelectenerg-4503	89	3	is	be	AUX
fuelectenerg-4503	89	4	formulated	formulate	VERB
fuelectenerg-4503	89	5	by	by	ADP
fuelectenerg-4503	89	6	roberts	roberts	PROPN
fuelectenerg-4503	89	7	17.	17.	NOUN
fuelectenerg-4503	89	8	by	by	ADP
fuelectenerg-4503	89	9	the	the	DET
fuelectenerg-4503	89	10	choice	choice	NOUN
fuelectenerg-4503	89	11	of	of	ADP
fuelectenerg-4503	89	12	weighting	weight	VERB
fuelectenerg-4503	89	13	factor	factor	NOUN
fuelectenerg-4503	89	14	λ	λ	PROPN
fuelectenerg-4503	89	15	,	,	PUNCT
fuelectenerg-4503	89	16	the	the	DET
fuelectenerg-4503	89	17	ewma	ewma	NOUN
fuelectenerg-4503	89	18	control	control	NOUN
fuelectenerg-4503	89	19	procedure	procedure	NOUN
fuelectenerg-4503	89	20	can	can	AUX
fuelectenerg-4503	89	21	be	be	AUX
fuelectenerg-4503	89	22	made	make	VERB
fuelectenerg-4503	89	23	sensitive	sensitive	ADJ
fuelectenerg-4503	89	24	to	to	ADP
fuelectenerg-4503	89	25	a	a	DET
fuelectenerg-4503	89	26	small	small	ADJ
fuelectenerg-4503	89	27	or	or	CCONJ
fuelectenerg-4503	89	28	gradual	gradual	ADJ
fuelectenerg-4503	89	29	drift	drift	NOUN
fuelectenerg-4503	89	30	in	in	ADP
fuelectenerg-4503	89	31	the	the	DET
fuelectenerg-4503	89	32	process	process	NOUN
fuelectenerg-4503	89	33	.	.	PUNCT
fuelectenerg-4503	90	1	the	the	DET
fuelectenerg-4503	90	2	parameter	parameter	NOUN
fuelectenerg-4503	90	3	λ	λ	PROPN
fuelectenerg-4503	90	4	determines	determine	VERB
fuelectenerg-4503	90	5	the	the	DET
fuelectenerg-4503	90	6	rate	rate	NOUN
fuelectenerg-4503	90	7	at	at	ADP
fuelectenerg-4503	90	8	which	which	PRON
fuelectenerg-4503	90	9	“	"	PUNCT
fuelectenerg-4503	90	10	older	old	ADJ
fuelectenerg-4503	90	11	”	"	PUNCT
fuelectenerg-4503	90	12	data	datum	NOUN
fuelectenerg-4503	90	13	enter	enter	VERB
fuelectenerg-4503	90	14	into	into	ADP
fuelectenerg-4503	90	15	the	the	DET
fuelectenerg-4503	90	16	calculation	calculation	NOUN
fuelectenerg-4503	90	17	of	of	ADP
fuelectenerg-4503	90	18	the	the	DET
fuelectenerg-4503	90	19	ewma	ewma	NOUN
fuelectenerg-4503	90	20	statistic	statistic	NOUN
fuelectenerg-4503	90	21	.	.	PUNCT
fuelectenerg-4503	91	1	a	a	DET
fuelectenerg-4503	91	2	value	value	NOUN
fuelectenerg-4503	91	3	of	of	ADP
fuelectenerg-4503	91	4	λ	λ	NOUN
fuelectenerg-4503	91	5	=	=	SYM
fuelectenerg-4503	91	6	1	1	NUM
fuelectenerg-4503	91	7	implies	imply	VERB
fuelectenerg-4503	91	8	that	that	SCONJ
fuelectenerg-4503	91	9	only	only	ADV
fuelectenerg-4503	91	10	the	the	DET
fuelectenerg-4503	91	11	most	most	ADV
fuelectenerg-4503	91	12	recent	recent	ADJ
fuelectenerg-4503	91	13	measurement	measurement	NOUN
fuelectenerg-4503	91	14	influences	influence	VERB
fuelectenerg-4503	91	15	the	the	DET
fuelectenerg-4503	91	16	ewma	ewma	NOUN
fuelectenerg-4503	91	17	.	.	PUNCT
fuelectenerg-4503	92	1	thus	thus	ADV
fuelectenerg-4503	92	2	,	,	PUNCT
fuelectenerg-4503	92	3	a	a	DET
fuelectenerg-4503	92	4	large	large	ADJ
fuelectenerg-4503	92	5	value	value	NOUN
fuelectenerg-4503	92	6	of	of	ADP
fuelectenerg-4503	92	7	λ	λ	NOUN
fuelectenerg-4503	92	8	=	=	SYM
fuelectenerg-4503	92	9	1	1	NUM
fuelectenerg-4503	92	10	gives	give	VERB
fuelectenerg-4503	92	11	more	more	ADJ
fuelectenerg-4503	92	12	weight	weight	NOUN
fuelectenerg-4503	92	13	to	to	ADP
fuelectenerg-4503	92	14	recent	recent	ADJ
fuelectenerg-4503	92	15	data	datum	NOUN
fuelectenerg-4503	92	16	and	and	CCONJ
fuelectenerg-4503	92	17	less	less	ADJ
fuelectenerg-4503	92	18	weight	weight	NOUN
fuelectenerg-4503	92	19	to	to	PART
fuelectenerg-4503	92	20	ewma	ewma	VERB
fuelectenerg-4503	92	21	statistics	statistic	NOUN
fuelectenerg-4503	92	22	and	and	CCONJ
fuelectenerg-4503	92	23	fuzzy	fuzzy	ADJ
fuelectenerg-4503	92	24	logic	logic	NOUN
fuelectenerg-4503	92	25	in	in	ADP
fuelectenerg-4503	92	26	function	function	NOUN
fuelectenerg-4503	92	27	of	of	ADP
fuelectenerg-4503	92	28	network	network	NOUN
fuelectenerg-4503	92	29	anomaly	anomaly	NOUN
fuelectenerg-4503	92	30	detection	detection	NOUN
fuelectenerg-4503	92	31	253	253	NUM
fuelectenerg-4503	92	32	older	old	ADJ
fuelectenerg-4503	92	33	data	datum	NOUN
fuelectenerg-4503	92	34	a	a	DET
fuelectenerg-4503	92	35	small	small	ADJ
fuelectenerg-4503	92	36	value	value	NOUN
fuelectenerg-4503	92	37	of	of	ADP
fuelectenerg-4503	92	38	λ	λ	PROPN
fuelectenerg-4503	92	39	gives	give	VERB
fuelectenerg-4503	92	40	more	more	ADJ
fuelectenerg-4503	92	41	weight	weight	NOUN
fuelectenerg-4503	92	42	to	to	ADP
fuelectenerg-4503	92	43	older	old	ADJ
fuelectenerg-4503	92	44	data	datum	NOUN
fuelectenerg-4503	92	45	18.	18.	VERB
fuelectenerg-4503	92	46	the	the	DET
fuelectenerg-4503	92	47	value	value	NOUN
fuelectenerg-4503	92	48	of	of	ADP
fuelectenerg-4503	92	49	λ	λ	PROPN
fuelectenerg-4503	92	50	is	be	AUX
fuelectenerg-4503	92	51	usually	usually	ADV
fuelectenerg-4503	92	52	set	set	VERB
fuelectenerg-4503	92	53	between	between	ADP
fuelectenerg-4503	92	54	0.2	0.2	NUM
fuelectenerg-4503	92	55	and	and	CCONJ
fuelectenerg-4503	92	56	0.3	0.3	NUM
fuelectenerg-4503	92	57	19	19	NOUN
fuelectenerg-4503	92	58	although	although	SCONJ
fuelectenerg-4503	92	59	this	this	DET
fuelectenerg-4503	92	60	choice	choice	NOUN
fuelectenerg-4503	92	61	is	be	AUX
fuelectenerg-4503	92	62	somewhat	somewhat	ADV
fuelectenerg-4503	92	63	arbitrary	arbitrary	ADJ
fuelectenerg-4503	92	64	.	.	PUNCT
fuelectenerg-4503	93	1	lucas	lucas	PROPN
fuelectenerg-4503	93	2	and	and	CCONJ
fuelectenerg-4503	93	3	saccucci	saccucci	PROPN
fuelectenerg-4503	93	4	20	20	PUNCT
fuelectenerg-4503	93	5	have	have	AUX
fuelectenerg-4503	93	6	shown	show	VERB
fuelectenerg-4503	93	7	that	that	SCONJ
fuelectenerg-4503	93	8	although	although	SCONJ
fuelectenerg-4503	93	9	the	the	DET
fuelectenerg-4503	93	10	smoothing	smooth	VERB
fuelectenerg-4503	93	11	factor	factor	NOUN
fuelectenerg-4503	93	12	λ	λ	NOUN
fuelectenerg-4503	93	13	used	use	VERB
fuelectenerg-4503	93	14	in	in	ADP
fuelectenerg-4503	93	15	an	an	DET
fuelectenerg-4503	93	16	ewma	ewma	NOUN
fuelectenerg-4503	93	17	chart	chart	NOUN
fuelectenerg-4503	93	18	is	be	AUX
fuelectenerg-4503	93	19	usually	usually	ADV
fuelectenerg-4503	93	20	recommended	recommend	VERB
fuelectenerg-4503	93	21	to	to	PART
fuelectenerg-4503	93	22	be	be	AUX
fuelectenerg-4503	93	23	in	in	ADP
fuelectenerg-4503	93	24	the	the	DET
fuelectenerg-4503	93	25	interval	interval	NOUN
fuelectenerg-4503	93	26	between	between	ADP
fuelectenerg-4503	93	27	0.05	0.05	NUM
fuelectenerg-4503	93	28	to	to	ADP
fuelectenerg-4503	93	29	0.25	0.25	NUM
fuelectenerg-4503	93	30	,	,	PUNCT
fuelectenerg-4503	93	31	in	in	ADP
fuelectenerg-4503	93	32	practice	practice	NOUN
fuelectenerg-4503	93	33	the	the	DET
fuelectenerg-4503	93	34	optimally	optimally	ADV
fuelectenerg-4503	93	35	designed	design	VERB
fuelectenerg-4503	93	36	smoothing	smoothing	NOUN
fuelectenerg-4503	93	37	factor	factor	NOUN
fuelectenerg-4503	93	38	depends	depend	VERB
fuelectenerg-4503	93	39	not	not	PART
fuelectenerg-4503	93	40	only	only	ADV
fuelectenerg-4503	93	41	on	on	ADP
fuelectenerg-4503	93	42	the	the	DET
fuelectenerg-4503	93	43	given	give	VERB
fuelectenerg-4503	93	44	size	size	NOUN
fuelectenerg-4503	93	45	of	of	ADP
fuelectenerg-4503	93	46	the	the	DET
fuelectenerg-4503	93	47	mean	mean	ADJ
fuelectenerg-4503	93	48	shift	shift	NOUN
fuelectenerg-4503	93	49	δ	δ	PROPN
fuelectenerg-4503	93	50	,	,	PUNCT
fuelectenerg-4503	93	51	but	but	CCONJ
fuelectenerg-4503	93	52	also	also	ADV
fuelectenerg-4503	93	53	on	on	ADP
fuelectenerg-4503	93	54	a	a	DET
fuelectenerg-4503	93	55	given	give	VERB
fuelectenerg-4503	93	56	in	in	ADP
fuelectenerg-4503	93	57	-	-	PUNCT
fuelectenerg-4503	93	58	control	control	NOUN
fuelectenerg-4503	93	59	average	average	ADJ
fuelectenerg-4503	93	60	run	run	NOUN
fuelectenerg-4503	93	61	length	length	NOUN
fuelectenerg-4503	93	62	(	(	PUNCT
fuelectenerg-4503	93	63	arl	arl	PROPN
fuelectenerg-4503	93	64	)	)	PUNCT
fuelectenerg-4503	93	65	.	.	PUNCT
fuelectenerg-4503	94	1	arl	arl	PROPN
fuelectenerg-4503	94	2	represents	represent	VERB
fuelectenerg-4503	94	3	the	the	DET
fuelectenerg-4503	94	4	average	average	ADJ
fuelectenerg-4503	94	5	number	number	NOUN
fuelectenerg-4503	94	6	of	of	ADP
fuelectenerg-4503	94	7	determined	determined	ADJ
fuelectenerg-4503	94	8	process	process	NOUN
fuelectenerg-4503	94	9	points	point	NOUN
fuelectenerg-4503	94	10	before	before	SCONJ
fuelectenerg-4503	94	11	the	the	DET
fuelectenerg-4503	94	12	first	first	ADJ
fuelectenerg-4503	94	13	point	point	NOUN
fuelectenerg-4503	94	14	indices	indice	VERB
fuelectenerg-4503	94	15	the	the	DET
fuelectenerg-4503	94	16	appearance	appearance	NOUN
fuelectenerg-4503	94	17	of	of	ADP
fuelectenerg-4503	94	18	out	out	ADV
fuelectenerg-4503	94	19	-	-	PUNCT
fuelectenerg-4503	94	20	of	of	ADP
fuelectenerg-4503	94	21	-	-	PUNCT
fuelectenerg-4503	94	22	control	control	NOUN
fuelectenerg-4503	94	23	state	state	NOUN
fuelectenerg-4503	94	24	(	(	PUNCT
fuelectenerg-4503	94	25	exceeding	exceed	VERB
fuelectenerg-4503	94	26	one	one	NUM
fuelectenerg-4503	94	27	of	of	ADP
fuelectenerg-4503	94	28	the	the	DET
fuelectenerg-4503	94	29	control	control	NOUN
fuelectenerg-4503	94	30	limits	limit	NOUN
fuelectenerg-4503	94	31	)	)	PUNCT
fuelectenerg-4503	94	32	.	.	PUNCT
fuelectenerg-4503	95	1	the	the	DET
fuelectenerg-4503	95	2	estimated	estimate	VERB
fuelectenerg-4503	95	3	variance	variance	NOUN
fuelectenerg-4503	95	4	of	of	ADP
fuelectenerg-4503	95	5	the	the	DET
fuelectenerg-4503	95	6	ewma	ewma	NOUN
fuelectenerg-4503	95	7	statistics	statistic	NOUN
fuelectenerg-4503	95	8	is	be	AUX
fuelectenerg-4503	95	9	approximately	approximately	ADV
fuelectenerg-4503	95	10	:	:	PUNCT
fuelectenerg-4503	95	11	(	(	PUNCT
fuelectenerg-4503	95	12	2	2	X
fuelectenerg-4503	95	13	)	)	PUNCT
fuelectenerg-4503	95	14	when	when	SCONJ
fuelectenerg-4503	95	15	t	t	PROPN
fuelectenerg-4503	95	16	is	be	AUX
fuelectenerg-4503	95	17	not	not	PART
fuelectenerg-4503	95	18	small	small	ADJ
fuelectenerg-4503	95	19	,	,	PUNCT
fuelectenerg-4503	95	20	where	where	SCONJ
fuelectenerg-4503	95	21	σ	σ	PROPN
fuelectenerg-4503	95	22	is	be	AUX
fuelectenerg-4503	95	23	the	the	DET
fuelectenerg-4503	95	24	standard	standard	ADJ
fuelectenerg-4503	95	25	deviation	deviation	NOUN
fuelectenerg-4503	95	26	calculated	calculate	VERB
fuelectenerg-4503	95	27	from	from	ADP
fuelectenerg-4503	95	28	the	the	DET
fuelectenerg-4503	95	29	historical	historical	ADJ
fuelectenerg-4503	95	30	data	datum	NOUN
fuelectenerg-4503	95	31	.	.	PUNCT
fuelectenerg-4503	96	1	the	the	DET
fuelectenerg-4503	96	2	center	center	NOUN
fuelectenerg-4503	96	3	line	line	NOUN
fuelectenerg-4503	96	4	for	for	ADP
fuelectenerg-4503	96	5	the	the	DET
fuelectenerg-4503	96	6	control	control	NOUN
fuelectenerg-4503	96	7	chart	chart	NOUN
fuelectenerg-4503	96	8	is	be	AUX
fuelectenerg-4503	96	9	the	the	DET
fuelectenerg-4503	96	10	target	target	NOUN
fuelectenerg-4503	96	11	value	value	NOUN
fuelectenerg-4503	96	12	or	or	CCONJ
fuelectenerg-4503	96	13	ewma0	ewma0	NOUN
fuelectenerg-4503	96	14	.	.	PUNCT
fuelectenerg-4503	97	1	the	the	DET
fuelectenerg-4503	97	2	upper	upper	ADJ
fuelectenerg-4503	97	3	and	and	CCONJ
fuelectenerg-4503	97	4	lower	low	ADJ
fuelectenerg-4503	97	5	control	control	NOUN
fuelectenerg-4503	97	6	limits	limit	NOUN
fuelectenerg-4503	97	7	are	be	AUX
fuelectenerg-4503	97	8	21	21	ADJ
fuelectenerg-4503	97	9	:	:	PUNCT
fuelectenerg-4503	97	10	(	(	PUNCT
fuelectenerg-4503	97	11	3	3	X
fuelectenerg-4503	97	12	)	)	PUNCT
fuelectenerg-4503	97	13	(	(	PUNCT
fuelectenerg-4503	97	14	4	4	X
fuelectenerg-4503	97	15	)	)	PUNCT
fuelectenerg-4503	97	16	where	where	SCONJ
fuelectenerg-4503	97	17	the	the	DET
fuelectenerg-4503	97	18	factor	factor	NOUN
fuelectenerg-4503	97	19	k	k	PROPN
fuelectenerg-4503	97	20	is	be	AUX
fuelectenerg-4503	97	21	either	either	CCONJ
fuelectenerg-4503	97	22	set	set	VERB
fuelectenerg-4503	97	23	equal	equal	ADJ
fuelectenerg-4503	97	24	3	3	NUM
fuelectenerg-4503	97	25	(	(	PUNCT
fuelectenerg-4503	97	26	the	the	DET
fuelectenerg-4503	97	27	3	3	NUM
fuelectenerg-4503	97	28	-	-	PUNCT
fuelectenerg-4503	97	29	sigma	sigma	NOUN
fuelectenerg-4503	97	30	control	control	NOUN
fuelectenerg-4503	97	31	limits	limit	NOUN
fuelectenerg-4503	97	32	)	)	PUNCT
fuelectenerg-4503	97	33	or	or	CCONJ
fuelectenerg-4503	97	34	chosen	choose	VERB
fuelectenerg-4503	97	35	using	use	VERB
fuelectenerg-4503	97	36	the	the	DET
fuelectenerg-4503	97	37	lucas	lucas	NOUN
fuelectenerg-4503	97	38	and	and	CCONJ
fuelectenerg-4503	97	39	saccucci	saccucci	PROPN
fuelectenerg-4503	97	40	tables	tables	PROPN
fuelectenerg-4503	97	41	20.	20.	PROPN
fuelectenerg-4503	97	42	ewma	ewma	PROPN
fuelectenerg-4503	97	43	control	control	PROPN
fuelectenerg-4503	97	44	chart	chart	NOUN
fuelectenerg-4503	97	45	is	be	AUX
fuelectenerg-4503	97	46	especially	especially	ADV
fuelectenerg-4503	97	47	efficient	efficient	ADJ
fuelectenerg-4503	97	48	in	in	ADP
fuelectenerg-4503	97	49	detecting	detect	VERB
fuelectenerg-4503	97	50	small	small	ADJ
fuelectenerg-4503	97	51	shifts	shift	NOUN
fuelectenerg-4503	97	52	of	of	ADP
fuelectenerg-4503	97	53	the	the	DET
fuelectenerg-4503	97	54	monitored	monitor	VERB
fuelectenerg-4503	97	55	process	process	NOUN
fuelectenerg-4503	97	56	–	–	PUNCT
fuelectenerg-4503	97	57	less	less	ADJ
fuelectenerg-4503	97	58	than	than	ADP
fuelectenerg-4503	97	59	1.5σ	1.5σ	NUM
fuelectenerg-4503	97	60	.	.	PUNCT
fuelectenerg-4503	98	1	control	control	NOUN
fuelectenerg-4503	98	2	charts	chart	NOUN
fuelectenerg-4503	98	3	are	be	AUX
fuelectenerg-4503	98	4	specialized	specialized	ADJ
fuelectenerg-4503	98	5	time	time	NOUN
fuelectenerg-4503	98	6	series	series	NOUN
fuelectenerg-4503	98	7	plots	plot	NOUN
fuelectenerg-4503	98	8	,	,	PUNCT
fuelectenerg-4503	98	9	which	which	PRON
fuelectenerg-4503	98	10	assist	assist	VERB
fuelectenerg-4503	98	11	in	in	ADP
fuelectenerg-4503	98	12	determining	determine	VERB
fuelectenerg-4503	98	13	whether	whether	SCONJ
fuelectenerg-4503	98	14	a	a	DET
fuelectenerg-4503	98	15	process	process	NOUN
fuelectenerg-4503	98	16	is	be	AUX
fuelectenerg-4503	98	17	in	in	ADP
fuelectenerg-4503	98	18	statistical	statistical	ADJ
fuelectenerg-4503	98	19	control	control	NOUN
fuelectenerg-4503	98	20	.	.	PUNCT
fuelectenerg-4503	99	1	some	some	PRON
fuelectenerg-4503	99	2	of	of	ADP
fuelectenerg-4503	99	3	the	the	DET
fuelectenerg-4503	99	4	most	most	ADV
fuelectenerg-4503	99	5	widely	widely	ADV
fuelectenerg-4503	99	6	used	use	VERB
fuelectenerg-4503	99	7	forms	form	NOUN
fuelectenerg-4503	99	8	of	of	ADP
fuelectenerg-4503	99	9	control	control	NOUN
fuelectenerg-4503	99	10	charts	chart	NOUN
fuelectenerg-4503	99	11	are	be	AUX
fuelectenerg-4503	99	12	xr	xr	PROPN
fuelectenerg-4503	99	13	charts	chart	NOUN
fuelectenerg-4503	99	14	and	and	CCONJ
fuelectenerg-4503	99	15	individuals	individual	NOUN
fuelectenerg-4503	99	16	charts	chart	NOUN
fuelectenerg-4503	99	17	.	.	PUNCT
fuelectenerg-4503	100	1	these	these	PRON
fuelectenerg-4503	100	2	are	be	AUX
fuelectenerg-4503	100	3	frequently	frequently	ADV
fuelectenerg-4503	100	4	referred	refer	VERB
fuelectenerg-4503	100	5	to	to	ADP
fuelectenerg-4503	100	6	as	as	ADP
fuelectenerg-4503	100	7	“	"	PUNCT
fuelectenerg-4503	100	8	shewhart	shewhart	NOUN
fuelectenerg-4503	100	9	”	"	PUNCT
fuelectenerg-4503	100	10	charts	chart	NOUN
fuelectenerg-4503	100	11	after	after	ADP
fuelectenerg-4503	100	12	the	the	DET
fuelectenerg-4503	100	13	control	control	PROPN
fuelectenerg-4503	100	14	charting	charting	PROPN
fuelectenerg-4503	100	15	pioneer	pioneer	PROPN
fuelectenerg-4503	100	16	walter	walter	PROPN
fuelectenerg-4503	100	17	shewhart	shewhart	PROPN
fuelectenerg-4503	100	18	who	who	PRON
fuelectenerg-4503	100	19	introduced	introduce	VERB
fuelectenerg-4503	100	20	such	such	ADJ
fuelectenerg-4503	100	21	techniques	technique	NOUN
fuelectenerg-4503	100	22	.	.	PUNCT
fuelectenerg-4503	101	1	these	these	DET
fuelectenerg-4503	101	2	charts	chart	NOUN
fuelectenerg-4503	101	3	are	be	AUX
fuelectenerg-4503	101	4	sensitive	sensitive	ADJ
fuelectenerg-4503	101	5	to	to	ADP
fuelectenerg-4503	101	6	detecting	detect	VERB
fuelectenerg-4503	101	7	relatively	relatively	ADV
fuelectenerg-4503	101	8	large	large	ADJ
fuelectenerg-4503	101	9	shifts	shift	NOUN
fuelectenerg-4503	101	10	in	in	ADP
fuelectenerg-4503	101	11	the	the	DET
fuelectenerg-4503	101	12	process	process	NOUN
fuelectenerg-4503	101	13	(	(	PUNCT
fuelectenerg-4503	101	14	i.e.	i.e.	X
fuelectenerg-4503	101	15	of	of	ADP
fuelectenerg-4503	101	16	the	the	DET
fuelectenerg-4503	101	17	order	order	NOUN
fuelectenerg-4503	101	18	of	of	ADP
fuelectenerg-4503	101	19	1.5σ	1.5σ	NUM
fuelectenerg-4503	101	20	or	or	CCONJ
fuelectenerg-4503	101	21	above	above	ADV
fuelectenerg-4503	101	22	)	)	PUNCT
fuelectenerg-4503	101	23	.	.	PUNCT
fuelectenerg-4503	102	1	in	in	ADP
fuelectenerg-4503	102	2	computer	computer	NOUN
fuelectenerg-4503	102	3	network	network	NOUN
fuelectenerg-4503	102	4	practice	practice	NOUN
fuelectenerg-4503	102	5	,	,	PUNCT
fuelectenerg-4503	102	6	shifts	shift	NOUN
fuelectenerg-4503	102	7	can	can	AUX
fuelectenerg-4503	102	8	be	be	AUX
fuelectenerg-4503	102	9	caused	cause	VERB
fuelectenerg-4503	102	10	by	by	ADP
fuelectenerg-4503	102	11	intrusion	intrusion	NOUN
fuelectenerg-4503	102	12	or	or	CCONJ
fuelectenerg-4503	102	13	attack	attack	NOUN
fuelectenerg-4503	102	14	,	,	PUNCT
fuelectenerg-4503	102	15	for	for	ADP
fuelectenerg-4503	102	16	example	example	NOUN
fuelectenerg-4503	102	17	.	.	PUNCT
fuelectenerg-4503	103	1	two	two	NUM
fuelectenerg-4503	103	2	types	type	NOUN
fuelectenerg-4503	103	3	of	of	ADP
fuelectenerg-4503	103	4	charts	chart	NOUN
fuelectenerg-4503	103	5	are	be	AUX
fuelectenerg-4503	103	6	usually	usually	ADV
fuelectenerg-4503	103	7	used	use	VERB
fuelectenerg-4503	103	8	to	to	PART
fuelectenerg-4503	103	9	detect	detect	VERB
fuelectenerg-4503	103	10	smaller	small	ADJ
fuelectenerg-4503	103	11	shifts	shift	NOUN
fuelectenerg-4503	103	12	(	(	PUNCT
fuelectenerg-4503	103	13	less	less	ADJ
fuelectenerg-4503	103	14	than	than	ADP
fuelectenerg-4503	103	15	1.5σ	1.5σ	NUM
fuelectenerg-4503	103	16	)	)	PUNCT
fuelectenerg-4503	103	17	,	,	PUNCT
fuelectenerg-4503	103	18	namely	namely	ADV
fuelectenerg-4503	103	19	cusum	cusum	VERB
fuelectenerg-4503	103	20	charts	chart	NOUN
fuelectenerg-4503	103	21	and	and	CCONJ
fuelectenerg-4503	103	22	ewma	ewma	NOUN
fuelectenerg-4503	103	23	charts	chart	NOUN
fuelectenerg-4503	103	24	.	.	PUNCT
fuelectenerg-4503	104	1	a	a	DET
fuelectenerg-4503	104	2	cusum	cusum	ADJ
fuelectenerg-4503	104	3	chart	chart	NOUN
fuelectenerg-4503	104	4	plots	plot	VERB
fuelectenerg-4503	104	5	the	the	DET
fuelectenerg-4503	104	6	cumulative	cumulative	ADJ
fuelectenerg-4503	104	7	sums	sum	NOUN
fuelectenerg-4503	104	8	of	of	ADP
fuelectenerg-4503	104	9	the	the	DET
fuelectenerg-4503	104	10	deviations	deviation	NOUN
fuelectenerg-4503	104	11	of	of	ADP
fuelectenerg-4503	104	12	each	each	DET
fuelectenerg-4503	104	13	sample	sample	NOUN
fuelectenerg-4503	104	14	value	value	NOUN
fuelectenerg-4503	104	15	from	from	ADP
fuelectenerg-4503	104	16	a	a	DET
fuelectenerg-4503	104	17	target	target	NOUN
fuelectenerg-4503	104	18	value	value	NOUN
fuelectenerg-4503	104	19	.	.	PUNCT
fuelectenerg-4503	105	1	an	an	DET
fuelectenerg-4503	105	2	alternative	alternative	ADJ
fuelectenerg-4503	105	3	technique	technique	NOUN
fuelectenerg-4503	105	4	to	to	PART
fuelectenerg-4503	105	5	detect	detect	VERB
fuelectenerg-4503	105	6	small	small	ADJ
fuelectenerg-4503	105	7	shifts	shift	NOUN
fuelectenerg-4503	105	8	is	be	AUX
fuelectenerg-4503	105	9	to	to	PART
fuelectenerg-4503	105	10	use	use	VERB
fuelectenerg-4503	105	11	the	the	DET
fuelectenerg-4503	105	12	ewma	ewma	NOUN
fuelectenerg-4503	105	13	methodology	methodology	NOUN
fuelectenerg-4503	105	14	.	.	PUNCT
fuelectenerg-4503	106	1	this	this	DET
fuelectenerg-4503	106	2	type	type	NOUN
fuelectenerg-4503	106	3	of	of	ADP
fuelectenerg-4503	106	4	chart	chart	NOUN
fuelectenerg-4503	106	5	has	have	VERB
fuelectenerg-4503	106	6	some	some	DET
fuelectenerg-4503	106	7	very	very	ADV
fuelectenerg-4503	106	8	attractive	attractive	ADJ
fuelectenerg-4503	106	9	properties	property	NOUN
fuelectenerg-4503	106	10	,	,	PUNCT
fuelectenerg-4503	106	11	in	in	ADP
fuelectenerg-4503	106	12	particular	particular	ADJ
fuelectenerg-4503	106	13	14	14	NOUN
fuelectenerg-4503	106	14	,	,	PUNCT
fuelectenerg-4503	106	15	16	16	NOUN
fuelectenerg-4503	106	16	:	:	PUNCT
fuelectenerg-4503	107	1	1	1	X
fuelectenerg-4503	107	2	.	.	PUNCT
fuelectenerg-4503	108	1	unlike	unlike	ADP
fuelectenerg-4503	108	2	x	x	NOUN
fuelectenerg-4503	108	3	-	-	PUNCT
fuelectenerg-4503	108	4	r	r	NOUN
fuelectenerg-4503	108	5	and	and	CCONJ
fuelectenerg-4503	108	6	individuals	individual	NOUN
fuelectenerg-4503	108	7	charts	chart	NOUN
fuelectenerg-4503	108	8	,	,	PUNCT
fuelectenerg-4503	108	9	all	all	PRON
fuelectenerg-4503	108	10	of	of	ADP
fuelectenerg-4503	108	11	the	the	DET
fuelectenerg-4503	108	12	data	datum	NOUN
fuelectenerg-4503	108	13	collected	collect	VERB
fuelectenerg-4503	108	14	over	over	ADP
fuelectenerg-4503	108	15	time	time	NOUN
fuelectenerg-4503	108	16	may	may	AUX
fuelectenerg-4503	108	17	be	be	AUX
fuelectenerg-4503	108	18	used	use	VERB
fuelectenerg-4503	108	19	to	to	PART
fuelectenerg-4503	108	20	determine	determine	VERB
fuelectenerg-4503	108	21	the	the	DET
fuelectenerg-4503	108	22	control	control	NOUN
fuelectenerg-4503	108	23	status	status	NOUN
fuelectenerg-4503	108	24	of	of	ADP
fuelectenerg-4503	108	25	a	a	DET
fuelectenerg-4503	108	26	process	process	NOUN
fuelectenerg-4503	108	27	.	.	PUNCT
fuelectenerg-4503	109	1	2	2	X
fuelectenerg-4503	109	2	.	.	X
fuelectenerg-4503	109	3	like	like	ADP
fuelectenerg-4503	109	4	the	the	DET
fuelectenerg-4503	109	5	cusum	cusum	NOUN
fuelectenerg-4503	109	6	,	,	PUNCT
fuelectenerg-4503	109	7	the	the	DET
fuelectenerg-4503	109	8	ewma	ewma	NOUN
fuelectenerg-4503	109	9	utilizes	utilize	VERB
fuelectenerg-4503	109	10	all	all	DET
fuelectenerg-4503	109	11	previous	previous	ADJ
fuelectenerg-4503	109	12	observations	observation	NOUN
fuelectenerg-4503	109	13	,	,	PUNCT
fuelectenerg-4503	109	14	but	but	CCONJ
fuelectenerg-4503	109	15	the	the	DET
fuelectenerg-4503	109	16	weight	weight	NOUN
fuelectenerg-4503	109	17	attached	attach	VERB
fuelectenerg-4503	109	18	to	to	ADP
fuelectenerg-4503	109	19	data	datum	NOUN
fuelectenerg-4503	109	20	exponentially	exponentially	ADV
fuelectenerg-4503	109	21	decreases	decrease	VERB
fuelectenerg-4503	109	22	as	as	SCONJ
fuelectenerg-4503	109	23	the	the	DET
fuelectenerg-4503	109	24	observations	observation	NOUN
fuelectenerg-4503	109	25	become	become	VERB
fuelectenerg-4503	109	26	older	old	ADJ
fuelectenerg-4503	109	27	and	and	CCONJ
fuelectenerg-4503	109	28	older	old	ADJ
fuelectenerg-4503	109	29	.	.	PUNCT
fuelectenerg-4503	110	1	3	3	X
fuelectenerg-4503	110	2	.	.	X
fuelectenerg-4503	110	3	the	the	DET
fuelectenerg-4503	110	4	ewma	ewma	NOUN
fuelectenerg-4503	110	5	is	be	AUX
fuelectenerg-4503	110	6	often	often	ADV
fuelectenerg-4503	110	7	superior	superior	ADJ
fuelectenerg-4503	110	8	to	to	ADP
fuelectenerg-4503	110	9	the	the	DET
fuelectenerg-4503	110	10	cusum	cusum	NOUN
fuelectenerg-4503	110	11	charting	charting	NOUN
fuelectenerg-4503	110	12	technique	technique	NOUN
fuelectenerg-4503	110	13	due	due	ADP
fuelectenerg-4503	110	14	to	to	ADP
fuelectenerg-4503	110	15	the	the	DET
fuelectenerg-4503	110	16	fact	fact	NOUN
fuelectenerg-4503	110	17	that	that	SCONJ
fuelectenerg-4503	110	18	it	it	PRON
fuelectenerg-4503	110	19	detects	detect	VERB
fuelectenerg-4503	110	20	larger	large	ADJ
fuelectenerg-4503	110	21	shifts	shift	NOUN
fuelectenerg-4503	110	22	better	well	ADV
fuelectenerg-4503	110	23	.	.	PUNCT
fuelectenerg-4503	111	1	4	4	X
fuelectenerg-4503	111	2	.	.	X
fuelectenerg-4503	111	3	ewma	ewma	NOUN
fuelectenerg-4503	111	4	schemes	scheme	NOUN
fuelectenerg-4503	111	5	may	may	AUX
fuelectenerg-4503	111	6	be	be	AUX
fuelectenerg-4503	111	7	applied	apply	VERB
fuelectenerg-4503	111	8	for	for	ADP
fuelectenerg-4503	111	9	monitoring	monitor	VERB
fuelectenerg-4503	111	10	standard	standard	ADJ
fuelectenerg-4503	111	11	deviations	deviation	NOUN
fuelectenerg-4503	111	12	in	in	ADP
fuelectenerg-4503	111	13	addition	addition	NOUN
fuelectenerg-4503	111	14	to	to	ADP
fuelectenerg-4503	111	15	the	the	DET
fuelectenerg-4503	111	16	process	process	NOUN
fuelectenerg-4503	111	17	mean	mean	VERB
fuelectenerg-4503	111	18	.	.	PUNCT
fuelectenerg-4503	112	1	5	5	X
fuelectenerg-4503	112	2	.	.	X
fuelectenerg-4503	112	3	ewma	ewma	NOUN
fuelectenerg-4503	112	4	schemes	scheme	NOUN
fuelectenerg-4503	112	5	can	can	AUX
fuelectenerg-4503	112	6	be	be	AUX
fuelectenerg-4503	112	7	used	use	VERB
fuelectenerg-4503	112	8	to	to	PART
fuelectenerg-4503	112	9	forecast	forecast	VERB
fuelectenerg-4503	112	10	values	value	NOUN
fuelectenerg-4503	112	11	of	of	ADP
fuelectenerg-4503	112	12	a	a	DET
fuelectenerg-4503	112	13	process	process	NOUN
fuelectenerg-4503	112	14	mean	mean	VERB
fuelectenerg-4503	112	15	.	.	PUNCT
fuelectenerg-4503	113	1	6	6	X
fuelectenerg-4503	113	2	.	.	X
fuelectenerg-4503	114	1	the	the	DET
fuelectenerg-4503	114	2	ewma	ewma	NOUN
fuelectenerg-4503	114	3	methodology	methodology	NOUN
fuelectenerg-4503	114	4	is	be	AUX
fuelectenerg-4503	114	5	not	not	PART
fuelectenerg-4503	114	6	sensitive	sensitive	ADJ
fuelectenerg-4503	114	7	to	to	ADP
fuelectenerg-4503	114	8	normality	normality	NOUN
fuelectenerg-4503	114	9	assumptions	assumption	NOUN
fuelectenerg-4503	114	10	.	.	PUNCT
fuelectenerg-4503	115	1	254	254	NUM
fuelectenerg-4503	115	2	p.	p.	NOUN
fuelectenerg-4503	115	3	ĉisar	ĉisar	PROPN
fuelectenerg-4503	115	4	,	,	PUNCT
fuelectenerg-4503	115	5	s.	s.	PROPN
fuelectenerg-4503	115	6	maravić	maravić	PROPN
fuelectenerg-4503	115	7	ĉisar	ĉisar	PROPN
fuelectenerg-4503	115	8	in	in	ADP
fuelectenerg-4503	115	9	real	real	ADJ
fuelectenerg-4503	115	10	situations	situation	NOUN
fuelectenerg-4503	115	11	,	,	PUNCT
fuelectenerg-4503	115	12	the	the	DET
fuelectenerg-4503	115	13	exact	exact	ADJ
fuelectenerg-4503	115	14	value	value	NOUN
fuelectenerg-4503	115	15	of	of	ADP
fuelectenerg-4503	115	16	the	the	DET
fuelectenerg-4503	115	17	shift	shift	NOUN
fuelectenerg-4503	115	18	size	size	NOUN
fuelectenerg-4503	115	19	is	be	AUX
fuelectenerg-4503	115	20	often	often	ADV
fuelectenerg-4503	115	21	unknown	unknown	ADJ
fuelectenerg-4503	115	22	and	and	CCONJ
fuelectenerg-4503	115	23	can	can	AUX
fuelectenerg-4503	115	24	only	only	ADV
fuelectenerg-4503	115	25	be	be	AUX
fuelectenerg-4503	115	26	reasonably	reasonably	ADV
fuelectenerg-4503	115	27	assumed	assume	VERB
fuelectenerg-4503	115	28	to	to	PART
fuelectenerg-4503	115	29	vary	vary	VERB
fuelectenerg-4503	115	30	within	within	ADP
fuelectenerg-4503	115	31	a	a	DET
fuelectenerg-4503	115	32	certain	certain	ADJ
fuelectenerg-4503	115	33	range	range	NOUN
fuelectenerg-4503	115	34	.	.	PUNCT
fuelectenerg-4503	116	1	such	such	DET
fuelectenerg-4503	116	2	a	a	DET
fuelectenerg-4503	116	3	range	range	NOUN
fuelectenerg-4503	116	4	of	of	ADP
fuelectenerg-4503	116	5	shifts	shift	NOUN
fuelectenerg-4503	116	6	deteriorates	deteriorate	VERB
fuelectenerg-4503	116	7	the	the	DET
fuelectenerg-4503	116	8	performance	performance	NOUN
fuelectenerg-4503	116	9	of	of	ADP
fuelectenerg-4503	116	10	existing	exist	VERB
fuelectenerg-4503	116	11	control	control	NOUN
fuelectenerg-4503	116	12	charts	chart	NOUN
fuelectenerg-4503	116	13	.	.	PUNCT
fuelectenerg-4503	117	1	calculating	calculate	VERB
fuelectenerg-4503	117	2	the	the	DET
fuelectenerg-4503	117	3	optimal	optimal	ADJ
fuelectenerg-4503	117	4	value	value	NOUN
fuelectenerg-4503	117	5	of	of	ADP
fuelectenerg-4503	117	6	parameter	parameter	NOUN
fuelectenerg-4503	117	7	λ	λ	PROPN
fuelectenerg-4503	117	8	is	be	AUX
fuelectenerg-4503	117	9	based	base	VERB
fuelectenerg-4503	117	10	on	on	ADP
fuelectenerg-4503	117	11	the	the	DET
fuelectenerg-4503	117	12	study	study	NOUN
fuelectenerg-4503	117	13	of	of	ADP
fuelectenerg-4503	117	14	authentic	authentic	ADJ
fuelectenerg-4503	117	15	samples	sample	NOUN
fuelectenerg-4503	117	16	of	of	ADP
fuelectenerg-4503	117	17	network	network	NOUN
fuelectenerg-4503	117	18	traffic	traffic	NOUN
fuelectenerg-4503	117	19	.	.	PUNCT
fuelectenerg-4503	118	1	random	random	ADJ
fuelectenerg-4503	118	2	variations	variation	NOUN
fuelectenerg-4503	118	3	of	of	ADP
fuelectenerg-4503	118	4	network	network	NOUN
fuelectenerg-4503	118	5	traffic	traffic	NOUN
fuelectenerg-4503	118	6	are	be	AUX
fuelectenerg-4503	118	7	normal	normal	ADJ
fuelectenerg-4503	118	8	phenomena	phenomenon	NOUN
fuelectenerg-4503	118	9	in	in	ADP
fuelectenerg-4503	118	10	the	the	DET
fuelectenerg-4503	118	11	observed	observed	ADJ
fuelectenerg-4503	118	12	sample	sample	NOUN
fuelectenerg-4503	118	13	.	.	PUNCT
fuelectenerg-4503	119	1	in	in	ADP
fuelectenerg-4503	119	2	order	order	NOUN
fuelectenerg-4503	119	3	to	to	PART
fuelectenerg-4503	119	4	decrease	decrease	VERB
fuelectenerg-4503	119	5	or	or	CCONJ
fuelectenerg-4503	119	6	eliminate	eliminate	VERB
fuelectenerg-4503	119	7	the	the	DET
fuelectenerg-4503	119	8	influence	influence	NOUN
fuelectenerg-4503	119	9	of	of	ADP
fuelectenerg-4503	119	10	individual	individual	ADJ
fuelectenerg-4503	119	11	random	random	ADJ
fuelectenerg-4503	119	12	variations	variation	NOUN
fuelectenerg-4503	119	13	of	of	ADP
fuelectenerg-4503	119	14	network	network	NOUN
fuelectenerg-4503	119	15	traffic	traffic	NOUN
fuelectenerg-4503	119	16	on	on	ADP
fuelectenerg-4503	119	17	occurrence	occurrence	NOUN
fuelectenerg-4503	119	18	of	of	ADP
fuelectenerg-4503	119	19	false	false	ADJ
fuelectenerg-4503	119	20	alarms	alarm	NOUN
fuelectenerg-4503	119	21	,	,	PUNCT
fuelectenerg-4503	119	22	the	the	DET
fuelectenerg-4503	119	23	procedure	procedure	NOUN
fuelectenerg-4503	119	24	of	of	ADP
fuelectenerg-4503	119	25	exponential	exponential	ADJ
fuelectenerg-4503	119	26	smoothing	smoothing	NOUN
fuelectenerg-4503	119	27	is	be	AUX
fuelectenerg-4503	119	28	applied	apply	VERB
fuelectenerg-4503	119	29	,	,	PUNCT
fuelectenerg-4503	119	30	as	as	ADP
fuelectenerg-4503	119	31	an	an	DET
fuelectenerg-4503	119	32	aspect	aspect	NOUN
fuelectenerg-4503	119	33	of	of	ADP
fuelectenerg-4503	119	34	data	datum	NOUN
fuelectenerg-4503	119	35	preprocessing	preprocessing	NOUN
fuelectenerg-4503	119	36	.	.	PUNCT
fuelectenerg-4503	120	1	for	for	ADP
fuelectenerg-4503	120	2	any	any	DET
fuelectenerg-4503	120	3	time	time	NOUN
fuelectenerg-4503	120	4	period	period	NOUN
fuelectenerg-4503	120	5	t	t	PROPN
fuelectenerg-4503	120	6	,	,	PUNCT
fuelectenerg-4503	120	7	the	the	DET
fuelectenerg-4503	120	8	smoothed	smooth	VERB
fuelectenerg-4503	120	9	value	value	NOUN
fuelectenerg-4503	120	10	st	st	PROPN
fuelectenerg-4503	120	11	is	be	AUX
fuelectenerg-4503	120	12	determined	determine	VERB
fuelectenerg-4503	120	13	by	by	ADP
fuelectenerg-4503	120	14	computing	compute	VERB
fuelectenerg-4503	120	15	:	:	PUNCT
fuelectenerg-4503	120	16	(	(	PUNCT
fuelectenerg-4503	120	17	5	5	X
fuelectenerg-4503	120	18	)	)	PUNCT
fuelectenerg-4503	120	19	where	where	SCONJ
fuelectenerg-4503	120	20	0	0	NUM
fuelectenerg-4503	120	21	<	<	X
fuelectenerg-4503	120	22	λ	λ	X
fuelectenerg-4503	120	23	≤	≤	PROPN
fuelectenerg-4503	120	24	1and	1and	PROPN
fuelectenerg-4503	120	25	t	t	PROPN
fuelectenerg-4503	120	26	≥	≥	NOUN
fuelectenerg-4503	120	27	3	3	NUM
fuelectenerg-4503	120	28	.	.	PUNCT
fuelectenerg-4503	121	1	this	this	PRON
fuelectenerg-4503	121	2	is	be	AUX
fuelectenerg-4503	121	3	the	the	DET
fuelectenerg-4503	121	4	basic	basic	ADJ
fuelectenerg-4503	121	5	equation	equation	NOUN
fuelectenerg-4503	121	6	of	of	ADP
fuelectenerg-4503	121	7	exponential	exponential	ADJ
fuelectenerg-4503	121	8	smoothing	smoothing	NOUN
fuelectenerg-4503	121	9	.	.	PUNCT
fuelectenerg-4503	122	1	the	the	DET
fuelectenerg-4503	122	2	formulation	formulation	NOUN
fuelectenerg-4503	122	3	here	here	ADV
fuelectenerg-4503	122	4	is	be	AUX
fuelectenerg-4503	122	5	given	give	VERB
fuelectenerg-4503	122	6	by	by	ADP
fuelectenerg-4503	122	7	hunter	hunter	NOUN
fuelectenerg-4503	122	8	19.	19.	NOUN
fuelectenerg-4503	122	9	it	it	PRON
fuelectenerg-4503	122	10	should	should	AUX
fuelectenerg-4503	122	11	be	be	AUX
fuelectenerg-4503	122	12	noted	note	VERB
fuelectenerg-4503	122	13	that	that	SCONJ
fuelectenerg-4503	122	14	there	there	PRON
fuelectenerg-4503	122	15	is	be	VERB
fuelectenerg-4503	122	16	an	an	DET
fuelectenerg-4503	122	17	alternative	alternative	ADJ
fuelectenerg-4503	122	18	approach	approach	NOUN
fuelectenerg-4503	122	19	,	,	PUNCT
fuelectenerg-4503	122	20	in	in	ADP
fuelectenerg-4503	122	21	which	which	PRON
fuelectenerg-4503	122	22	,	,	PUNCT
fuelectenerg-4503	122	23	according	accord	VERB
fuelectenerg-4503	122	24	to	to	ADP
fuelectenerg-4503	122	25	roberts	roberts	PROPN
fuelectenerg-4503	122	26	17	17	PROPN
fuelectenerg-4503	122	27	,	,	PUNCT
fuelectenerg-4503	122	28	yt	yt	PROPN
fuelectenerg-4503	122	29	is	be	AUX
fuelectenerg-4503	122	30	used	use	VERB
fuelectenerg-4503	122	31	instead	instead	ADV
fuelectenerg-4503	122	32	of	of	ADP
fuelectenerg-4503	122	33	yt-1	yt-1	ADV
fuelectenerg-4503	122	34	.	.	PUNCT
fuelectenerg-4503	123	1	this	this	DET
fuelectenerg-4503	123	2	smoothing	smooth	VERB
fuelectenerg-4503	123	3	scheme	scheme	NOUN
fuelectenerg-4503	123	4	starts	start	NOUN
fuelectenerg-4503	123	5	by	by	ADP
fuelectenerg-4503	123	6	setting	set	VERB
fuelectenerg-4503	123	7	s2	s2	NOUN
fuelectenerg-4503	123	8	to	to	ADP
fuelectenerg-4503	123	9	y1	y1	PROPN
fuelectenerg-4503	123	10	(	(	PUNCT
fuelectenerg-4503	123	11	there	there	PRON
fuelectenerg-4503	123	12	is	be	VERB
fuelectenerg-4503	123	13	no	no	DET
fuelectenerg-4503	123	14	s1	s1	NOUN
fuelectenerg-4503	123	15	)	)	PUNCT
fuelectenerg-4503	123	16	,	,	PUNCT
fuelectenerg-4503	123	17	where	where	SCONJ
fuelectenerg-4503	123	18	si	si	PROPN
fuelectenerg-4503	123	19	stands	stand	VERB
fuelectenerg-4503	123	20	for	for	ADP
fuelectenerg-4503	123	21	smoothed	smoothed	ADJ
fuelectenerg-4503	123	22	observation	observation	NOUN
fuelectenerg-4503	123	23	or	or	CCONJ
fuelectenerg-4503	123	24	ewma	ewma	NOUN
fuelectenerg-4503	123	25	,	,	PUNCT
fuelectenerg-4503	123	26	and	and	CCONJ
fuelectenerg-4503	123	27	yi	yi	PROPN
fuelectenerg-4503	123	28	stands	stand	VERB
fuelectenerg-4503	123	29	for	for	ADP
fuelectenerg-4503	123	30	the	the	DET
fuelectenerg-4503	123	31	original	original	ADJ
fuelectenerg-4503	123	32	observation	observation	NOUN
fuelectenerg-4503	123	33	.	.	PUNCT
fuelectenerg-4503	124	1	the	the	DET
fuelectenerg-4503	124	2	subscripts	subscript	NOUN
fuelectenerg-4503	124	3	refer	refer	VERB
fuelectenerg-4503	124	4	to	to	ADP
fuelectenerg-4503	124	5	the	the	DET
fuelectenerg-4503	124	6	time	time	NOUN
fuelectenerg-4503	124	7	periods	period	VERB
fuelectenerg-4503	124	8	1	1	NUM
fuelectenerg-4503	124	9	,	,	PUNCT
fuelectenerg-4503	124	10	2	2	NUM
fuelectenerg-4503	124	11	,	,	PUNCT
fuelectenerg-4503	124	12	...	...	PUNCT
fuelectenerg-4503	124	13	,	,	PUNCT
fuelectenerg-4503	124	14	n.	n.	NOUN
fuelectenerg-4503	124	15	for	for	ADP
fuelectenerg-4503	124	16	example	example	NOUN
fuelectenerg-4503	124	17	,	,	PUNCT
fuelectenerg-4503	124	18	the	the	DET
fuelectenerg-4503	124	19	third	third	ADJ
fuelectenerg-4503	124	20	period	period	NOUN
fuelectenerg-4503	124	21	is	be	AUX
fuelectenerg-4503	124	22	s3	s3	NOUN
fuelectenerg-4503	124	23	=	=	PUNCT
fuelectenerg-4503	124	24	λ	λ	SYM
fuelectenerg-4503	124	25	y2	y2	NOUN
fuelectenerg-4503	125	1	+	+	CCONJ
fuelectenerg-4503	125	2	(	(	PUNCT
fuelectenerg-4503	125	3	1	1	NUM
fuelectenerg-4503	125	4	–	–	PUNCT
fuelectenerg-4503	125	5	λ	λ	NOUN
fuelectenerg-4503	125	6	)	)	PUNCT
fuelectenerg-4503	125	7	s2	s2	NOUN
fuelectenerg-4503	125	8	and	and	CCONJ
fuelectenerg-4503	125	9	so	so	ADV
fuelectenerg-4503	125	10	on	on	ADV
fuelectenerg-4503	125	11	.	.	PUNCT
fuelectenerg-4503	126	1	there	there	PRON
fuelectenerg-4503	126	2	is	be	VERB
fuelectenerg-4503	126	3	no	no	DET
fuelectenerg-4503	126	4	generally	generally	ADV
fuelectenerg-4503	126	5	accepted	accept	VERB
fuelectenerg-4503	126	6	statistical	statistical	ADJ
fuelectenerg-4503	126	7	procedure	procedure	NOUN
fuelectenerg-4503	126	8	for	for	ADP
fuelectenerg-4503	126	9	choosing	choose	VERB
fuelectenerg-4503	126	10	λ	λ	PROPN
fuelectenerg-4503	126	11	.	.	PUNCT
fuelectenerg-4503	127	1	in	in	ADP
fuelectenerg-4503	127	2	that	that	DET
fuelectenerg-4503	127	3	situation	situation	NOUN
fuelectenerg-4503	127	4	,	,	PUNCT
fuelectenerg-4503	127	5	the	the	DET
fuelectenerg-4503	127	6	method	method	NOUN
fuelectenerg-4503	127	7	of	of	ADP
fuelectenerg-4503	127	8	least	least	ADJ
fuelectenerg-4503	127	9	squares	square	NOUN
fuelectenerg-4503	127	10	might	might	AUX
fuelectenerg-4503	127	11	be	be	AUX
fuelectenerg-4503	127	12	adequate	adequate	ADJ
fuelectenerg-4503	127	13	to	to	PART
fuelectenerg-4503	127	14	determine	determine	VERB
fuelectenerg-4503	127	15	the	the	DET
fuelectenerg-4503	127	16	optimal	optimal	ADJ
fuelectenerg-4503	127	17	value	value	NOUN
fuelectenerg-4503	127	18	of	of	ADP
fuelectenerg-4503	127	19	λ	λ	PROPN
fuelectenerg-4503	127	20	for	for	ADP
fuelectenerg-4503	127	21	which	which	PRON
fuelectenerg-4503	127	22	the	the	DET
fuelectenerg-4503	127	23	sum	sum	NOUN
fuelectenerg-4503	127	24	of	of	ADP
fuelectenerg-4503	127	25	the	the	DET
fuelectenerg-4503	127	26	squared	square	VERB
fuelectenerg-4503	127	27	errors	error	NOUN
fuelectenerg-4503	127	28	(	(	PUNCT
fuelectenerg-4503	127	29	sse	sse	PROPN
fuelectenerg-4503	127	30	)	)	PUNCT
fuelectenerg-4503	127	31	(	(	PUNCT
fuelectenerg-4503	127	32	sn-1−yn-1	sn-1−yn-1	PROPN
fuelectenerg-4503	127	33	)	)	PUNCT
fuelectenerg-4503	127	34	2	2	NUM
fuelectenerg-4503	127	35	is	be	AUX
fuelectenerg-4503	127	36	minimized	minimize	VERB
fuelectenerg-4503	127	37	.	.	PUNCT
fuelectenerg-4503	128	1	the	the	DET
fuelectenerg-4503	128	2	method	method	NOUN
fuelectenerg-4503	128	3	of	of	ADP
fuelectenerg-4503	128	4	least	least	ADJ
fuelectenerg-4503	128	5	squares	square	NOUN
fuelectenerg-4503	128	6	represents	represent	VERB
fuelectenerg-4503	128	7	a	a	DET
fuelectenerg-4503	128	8	standard	standard	ADJ
fuelectenerg-4503	128	9	approach	approach	NOUN
fuelectenerg-4503	128	10	to	to	ADP
fuelectenerg-4503	128	11	the	the	DET
fuelectenerg-4503	128	12	approximate	approximate	ADJ
fuelectenerg-4503	128	13	solution	solution	NOUN
fuelectenerg-4503	128	14	of	of	ADP
fuelectenerg-4503	128	15	over	over	ADV
fuelectenerg-4503	128	16	-	-	PUNCT
fuelectenerg-4503	128	17	determined	determine	VERB
fuelectenerg-4503	128	18	systems	system	NOUN
fuelectenerg-4503	128	19	(	(	PUNCT
fuelectenerg-4503	128	20	i.e.	i.e.	X
fuelectenerg-4503	128	21	sets	set	NOUN
fuelectenerg-4503	128	22	of	of	ADP
fuelectenerg-4503	128	23	equations	equation	NOUN
fuelectenerg-4503	128	24	in	in	ADP
fuelectenerg-4503	128	25	which	which	PRON
fuelectenerg-4503	128	26	there	there	PRON
fuelectenerg-4503	128	27	are	be	VERB
fuelectenerg-4503	128	28	more	more	ADJ
fuelectenerg-4503	128	29	equations	equation	NOUN
fuelectenerg-4503	128	30	than	than	ADP
fuelectenerg-4503	128	31	unknowns	unknown	NOUN
fuelectenerg-4503	128	32	)	)	PUNCT
fuelectenerg-4503	128	33	.	.	PUNCT
fuelectenerg-4503	129	1	the	the	DET
fuelectenerg-4503	129	2	most	most	ADV
fuelectenerg-4503	129	3	important	important	ADJ
fuelectenerg-4503	129	4	application	application	NOUN
fuelectenerg-4503	129	5	is	be	AUX
fuelectenerg-4503	129	6	in	in	ADP
fuelectenerg-4503	129	7	data	datum	NOUN
fuelectenerg-4503	129	8	fitting	fitting	ADJ
fuelectenerg-4503	129	9	.	.	PUNCT
fuelectenerg-4503	130	1	the	the	DET
fuelectenerg-4503	130	2	best	good	ADJ
fuelectenerg-4503	130	3	fit	fit	NOUN
fuelectenerg-4503	130	4	in	in	ADP
fuelectenerg-4503	130	5	the	the	DET
fuelectenerg-4503	130	6	least	least	ADJ
fuelectenerg-4503	130	7	squares	square	NOUN
fuelectenerg-4503	130	8	sense	sense	NOUN
fuelectenerg-4503	130	9	minimizes	minimize	VERB
fuelectenerg-4503	130	10	the	the	DET
fuelectenerg-4503	130	11	sum	sum	NOUN
fuelectenerg-4503	130	12	of	of	ADP
fuelectenerg-4503	130	13	squared	square	VERB
fuelectenerg-4503	130	14	residuals	residual	NOUN
fuelectenerg-4503	130	15	,	,	PUNCT
fuelectenerg-4503	130	16	a	a	DET
fuelectenerg-4503	130	17	residual	residual	ADJ
fuelectenerg-4503	130	18	being	be	AUX
fuelectenerg-4503	130	19	the	the	DET
fuelectenerg-4503	130	20	difference	difference	NOUN
fuelectenerg-4503	130	21	between	between	ADP
fuelectenerg-4503	130	22	an	an	DET
fuelectenerg-4503	130	23	observed	observed	ADJ
fuelectenerg-4503	130	24	value	value	NOUN
fuelectenerg-4503	130	25	and	and	CCONJ
fuelectenerg-4503	130	26	the	the	DET
fuelectenerg-4503	130	27	fitted	fit	VERB
fuelectenerg-4503	130	28	value	value	NOUN
fuelectenerg-4503	130	29	provided	provide	VERB
fuelectenerg-4503	130	30	by	by	ADP
fuelectenerg-4503	130	31	a	a	DET
fuelectenerg-4503	130	32	model	model	NOUN
fuelectenerg-4503	130	33	.	.	PUNCT
fuelectenerg-4503	131	1	here	here	ADV
fuelectenerg-4503	131	2	is	be	AUX
fuelectenerg-4503	131	3	an	an	DET
fuelectenerg-4503	131	4	illustration	illustration	NOUN
fuelectenerg-4503	131	5	of	of	ADP
fuelectenerg-4503	131	6	this	this	DET
fuelectenerg-4503	131	7	principle	principle	NOUN
fuelectenerg-4503	131	8	through	through	ADP
fuelectenerg-4503	131	9	an	an	DET
fuelectenerg-4503	131	10	example	example	NOUN
fuelectenerg-4503	131	11	15.	15.	PROPN
fuelectenerg-4503	131	12	consider	consider	VERB
fuelectenerg-4503	131	13	the	the	DET
fuelectenerg-4503	131	14	following	follow	VERB
fuelectenerg-4503	131	15	data	datum	NOUN
fuelectenerg-4503	131	16	set	set	VERB
fuelectenerg-4503	131	17	consisting	consist	VERB
fuelectenerg-4503	131	18	of	of	ADP
fuelectenerg-4503	131	19	n	n	PRON
fuelectenerg-4503	131	20	observations	observation	NOUN
fuelectenerg-4503	131	21	of	of	ADP
fuelectenerg-4503	131	22	data	datum	NOUN
fuelectenerg-4503	131	23	flow	flow	NOUN
fuelectenerg-4503	131	24	over	over	ADP
fuelectenerg-4503	131	25	time	time	NOUN
fuelectenerg-4503	131	26	–	–	PUNCT
fuelectenerg-4503	131	27	for	for	ADP
fuelectenerg-4503	131	28	starting	start	VERB
fuelectenerg-4503	131	29	λ	λ	PROPN
fuelectenerg-4503	131	30	=	=	NOUN
fuelectenerg-4503	131	31	0.1	0.1	NUM
fuelectenerg-4503	131	32	:	:	PUNCT
fuelectenerg-4503	131	33	table	table	NOUN
fuelectenerg-4503	131	34	1	1	NUM
fuelectenerg-4503	131	35	smoothing	smooth	VERB
fuelectenerg-4503	131	36	scheme	scheme	NOUN
fuelectenerg-4503	131	37	time	time	NOUN
fuelectenerg-4503	131	38	flow	flow	NOUN
fuelectenerg-4503	131	39	(	(	PUNCT
fuelectenerg-4503	131	40	yt	yt	PROPN
fuelectenerg-4503	131	41	)	)	PUNCT
fuelectenerg-4503	131	42	st	st	PROPN
fuelectenerg-4503	131	43	error	error	NOUN
fuelectenerg-4503	131	44	(	(	PUNCT
fuelectenerg-4503	131	45	st	st	PROPN
fuelectenerg-4503	131	46	–	–	PUNCT
fuelectenerg-4503	131	47	yt	yt	NOUN
fuelectenerg-4503	131	48	)	)	PUNCT
fuelectenerg-4503	131	49	error	error	NOUN
fuelectenerg-4503	131	50	squared	square	VERB
fuelectenerg-4503	131	51	1	1	NUM
fuelectenerg-4503	131	52	y1	y1	NOUN
fuelectenerg-4503	131	53	2	2	NUM
fuelectenerg-4503	131	54	y2	y2	NOUN
fuelectenerg-4503	131	55	y1	y1	PROPN
fuelectenerg-4503	131	56	e2	e2	PROPN
fuelectenerg-4503	131	57	e22	e22	VERB
fuelectenerg-4503	131	58	3	3	NUM
fuelectenerg-4503	131	59	y3	y3	NOUN
fuelectenerg-4503	131	60	s3	s3	PROPN
fuelectenerg-4503	131	61	e3	e3	NOUN
fuelectenerg-4503	131	62	e32	e32	NOUN
fuelectenerg-4503	131	63	...	...	PUNCT
fuelectenerg-4503	131	64	...	...	PUNCT
fuelectenerg-4503	131	65	...	...	PUNCT
fuelectenerg-4503	131	66	...	...	PUNCT
fuelectenerg-4503	131	67	...	...	PUNCT
fuelectenerg-4503	132	1	n	n	X
fuelectenerg-4503	132	2	yn	yn	INTJ
fuelectenerg-4503	132	3	sn	sn	PROPN
fuelectenerg-4503	132	4	en	en	PROPN
fuelectenerg-4503	132	5	en2	en2	PROPN
fuelectenerg-4503	132	6	ssen	ssen	VERB
fuelectenerg-4503	132	7	the	the	DET
fuelectenerg-4503	132	8	sum	sum	NOUN
fuelectenerg-4503	132	9	of	of	ADP
fuelectenerg-4503	132	10	the	the	DET
fuelectenerg-4503	132	11	squared	square	VERB
fuelectenerg-4503	132	12	errors	error	NOUN
fuelectenerg-4503	132	13	(	(	PUNCT
fuelectenerg-4503	132	14	sse	sse	PROPN
fuelectenerg-4503	132	15	)	)	PUNCT
fuelectenerg-4503	132	16	is	be	AUX
fuelectenerg-4503	132	17	then	then	ADV
fuelectenerg-4503	132	18	sse0.1	sse0.1	NOUN
fuelectenerg-4503	132	19	.	.	PUNCT
fuelectenerg-4503	133	1	after	after	ADP
fuelectenerg-4503	133	2	that	that	PRON
fuelectenerg-4503	133	3	,	,	PUNCT
fuelectenerg-4503	133	4	the	the	DET
fuelectenerg-4503	133	5	sse	sse	NOUN
fuelectenerg-4503	133	6	is	be	AUX
fuelectenerg-4503	133	7	calculated	calculate	VERB
fuelectenerg-4503	133	8	for	for	ADP
fuelectenerg-4503	133	9	λ	λ	NOUN
fuelectenerg-4503	133	10	=	=	NOUN
fuelectenerg-4503	133	11	0.2	0.2	NUM
fuelectenerg-4503	133	12	.	.	PUNCT
fuelectenerg-4503	134	1	if	if	SCONJ
fuelectenerg-4503	134	2	sse0.2	sse0.2	PROPN
fuelectenerg-4503	134	3	<	<	X
fuelectenerg-4503	134	4	sse0.1	sse0.1	NOUN
fuelectenerg-4503	134	5	then	then	ADV
fuelectenerg-4503	134	6	sse0.2	sse0.2	PROPN
fuelectenerg-4503	134	7	is	be	AUX
fuelectenerg-4503	134	8	better	well	ADJ
fuelectenerg-4503	134	9	value	value	NOUN
fuelectenerg-4503	134	10	for	for	ADP
fuelectenerg-4503	134	11	λ	λ	PROPN
fuelectenerg-4503	134	12	.	.	PUNCT
fuelectenerg-4503	135	1	this	this	DET
fuelectenerg-4503	135	2	iterative	iterative	ADJ
fuelectenerg-4503	135	3	procedure	procedure	NOUN
fuelectenerg-4503	135	4	is	be	AUX
fuelectenerg-4503	135	5	related	relate	VERB
fuelectenerg-4503	135	6	to	to	ADP
fuelectenerg-4503	135	7	the	the	DET
fuelectenerg-4503	135	8	range	range	NOUN
fuelectenerg-4503	135	9	of	of	ADP
fuelectenerg-4503	135	10	λ	λ	PROPN
fuelectenerg-4503	135	11	between	between	ADP
fuelectenerg-4503	135	12	0.1	0.1	NUM
fuelectenerg-4503	135	13	and	and	CCONJ
fuelectenerg-4503	135	14	0.9	0.9	NUM
fuelectenerg-4503	135	15	.	.	PUNCT
fuelectenerg-4503	136	1	in	in	ADP
fuelectenerg-4503	136	2	this	this	DET
fuelectenerg-4503	136	3	way	way	NOUN
fuelectenerg-4503	136	4	,	,	PUNCT
fuelectenerg-4503	136	5	the	the	DET
fuelectenerg-4503	136	6	best	good	ADJ
fuelectenerg-4503	136	7	initial	initial	ADJ
fuelectenerg-4503	136	8	choice	choice	NOUN
fuelectenerg-4503	136	9	for	for	ADP
fuelectenerg-4503	136	10	λ	λ	PROPN
fuelectenerg-4503	136	11	is	be	AUX
fuelectenerg-4503	136	12	determined	determine	VERB
fuelectenerg-4503	136	13	and	and	CCONJ
fuelectenerg-4503	136	14	then	then	ADV
fuelectenerg-4503	136	15	,	,	PUNCT
fuelectenerg-4503	136	16	for	for	ADP
fuelectenerg-4503	136	17	getting	get	VERB
fuelectenerg-4503	136	18	more	more	ADV
fuelectenerg-4503	136	19	precise	precise	ADJ
fuelectenerg-4503	136	20	value	value	NOUN
fuelectenerg-4503	136	21	,	,	PUNCT
fuelectenerg-4503	136	22	search	search	NOUN
fuelectenerg-4503	136	23	optionally	optionally	ADV
fuelectenerg-4503	136	24	continues	continue	VERB
fuelectenerg-4503	136	25	between	between	ADP
fuelectenerg-4503	136	26	λ	λ	PROPN
fuelectenerg-4503	136	27	–	–	PUNCT
fuelectenerg-4503	136	28	δλ	δλ	NOUN
fuelectenerg-4503	136	29	and	and	CCONJ
fuelectenerg-4503	136	30	λ+δλ	λ+δλ	PROPN
fuelectenerg-4503	136	31	,	,	PUNCT
fuelectenerg-4503	136	32	where	where	SCONJ
fuelectenerg-4503	136	33	δλ	δλ	PROPN
fuelectenerg-4503	136	34	is	be	AUX
fuelectenerg-4503	136	35	an	an	DET
fuelectenerg-4503	136	36	arbitrarily	arbitrarily	ADV
fuelectenerg-4503	136	37	small	small	ADJ
fuelectenerg-4503	136	38	interval	interval	NOUN
fuelectenerg-4503	136	39	around	around	ADP
fuelectenerg-4503	136	40	λ	λ	PROPN
fuelectenerg-4503	136	41	(	(	PUNCT
fuelectenerg-4503	136	42	for	for	ADP
fuelectenerg-4503	136	43	instance	instance	NOUN
fuelectenerg-4503	136	44	,	,	PUNCT
fuelectenerg-4503	136	45	in	in	ADP
fuelectenerg-4503	136	46	practical	practical	ADJ
fuelectenerg-4503	136	47	applications	application	NOUN
fuelectenerg-4503	136	48	,	,	PUNCT
fuelectenerg-4503	136	49	±	±	NUM
fuelectenerg-4503	136	50	10	10	NUM
fuelectenerg-4503	136	51	%	%	NOUN
fuelectenerg-4503	136	52	around	around	ADP
fuelectenerg-4503	136	53	optimal	optimal	ADJ
fuelectenerg-4503	136	54	λ	λ	NOUN
fuelectenerg-4503	136	55	)	)	PUNCT
fuelectenerg-4503	136	56	.	.	PUNCT
fuelectenerg-4503	137	1	ewma	ewma	NOUN
fuelectenerg-4503	137	2	statistics	statistic	NOUN
fuelectenerg-4503	137	3	and	and	CCONJ
fuelectenerg-4503	137	4	fuzzy	fuzzy	ADJ
fuelectenerg-4503	137	5	logic	logic	NOUN
fuelectenerg-4503	137	6	in	in	ADP
fuelectenerg-4503	137	7	function	function	NOUN
fuelectenerg-4503	137	8	of	of	ADP
fuelectenerg-4503	137	9	network	network	NOUN
fuelectenerg-4503	137	10	anomaly	anomaly	NOUN
fuelectenerg-4503	137	11	detection	detection	NOUN
fuelectenerg-4503	137	12	255	255	NUM
fuelectenerg-4503	137	13	the	the	DET
fuelectenerg-4503	137	14	initial	initial	ADJ
fuelectenerg-4503	137	15	ewma	ewma	NOUN
fuelectenerg-4503	137	16	plays	play	VERB
fuelectenerg-4503	137	17	an	an	DET
fuelectenerg-4503	137	18	important	important	ADJ
fuelectenerg-4503	137	19	role	role	NOUN
fuelectenerg-4503	137	20	in	in	ADP
fuelectenerg-4503	137	21	computing	compute	VERB
fuelectenerg-4503	137	22	all	all	DET
fuelectenerg-4503	137	23	the	the	DET
fuelectenerg-4503	137	24	subsequent	subsequent	ADJ
fuelectenerg-4503	137	25	ewma	ewma	NOUN
fuelectenerg-4503	137	26	's	's	PART
fuelectenerg-4503	137	27	.	.	PUNCT
fuelectenerg-4503	138	1	there	there	PRON
fuelectenerg-4503	138	2	are	be	VERB
fuelectenerg-4503	138	3	several	several	ADJ
fuelectenerg-4503	138	4	approaches	approach	NOUN
fuelectenerg-4503	138	5	to	to	PART
fuelectenerg-4503	138	6	define	define	VERB
fuelectenerg-4503	138	7	this	this	DET
fuelectenerg-4503	138	8	value	value	NOUN
fuelectenerg-4503	138	9	:	:	PUNCT
fuelectenerg-4503	138	10	1	1	X
fuelectenerg-4503	138	11	.	.	X
fuelectenerg-4503	138	12	setting	set	VERB
fuelectenerg-4503	138	13	s2	s2	NOUN
fuelectenerg-4503	138	14	to	to	ADP
fuelectenerg-4503	138	15	y1	y1	PROPN
fuelectenerg-4503	138	16	2	2	NUM
fuelectenerg-4503	138	17	.	.	PUNCT
fuelectenerg-4503	138	18	setting	set	VERB
fuelectenerg-4503	138	19	s2	s2	NOUN
fuelectenerg-4503	138	20	to	to	ADP
fuelectenerg-4503	138	21	the	the	DET
fuelectenerg-4503	138	22	target	target	NOUN
fuelectenerg-4503	138	23	of	of	ADP
fuelectenerg-4503	138	24	the	the	DET
fuelectenerg-4503	138	25	process	process	NOUN
fuelectenerg-4503	138	26	3	3	X
fuelectenerg-4503	138	27	.	.	PUNCT
fuelectenerg-4503	138	28	setting	set	VERB
fuelectenerg-4503	138	29	s2	s2	NOUN
fuelectenerg-4503	138	30	to	to	PART
fuelectenerg-4503	138	31	average	average	VERB
fuelectenerg-4503	138	32	of	of	ADP
fuelectenerg-4503	138	33	the	the	DET
fuelectenerg-4503	138	34	first	first	ADJ
fuelectenerg-4503	138	35	four	four	NUM
fuelectenerg-4503	138	36	or	or	CCONJ
fuelectenerg-4503	138	37	five	five	NUM
fuelectenerg-4503	138	38	observations	observation	NOUN
fuelectenerg-4503	138	39	it	it	PRON
fuelectenerg-4503	138	40	can	can	AUX
fuelectenerg-4503	138	41	also	also	ADV
fuelectenerg-4503	138	42	be	be	AUX
fuelectenerg-4503	138	43	shown	show	VERB
fuelectenerg-4503	138	44	that	that	SCONJ
fuelectenerg-4503	138	45	the	the	DET
fuelectenerg-4503	138	46	smaller	small	ADJ
fuelectenerg-4503	138	47	the	the	DET
fuelectenerg-4503	138	48	value	value	NOUN
fuelectenerg-4503	138	49	of	of	ADP
fuelectenerg-4503	138	50	λ	λ	PROPN
fuelectenerg-4503	138	51	,	,	PUNCT
fuelectenerg-4503	138	52	the	the	DET
fuelectenerg-4503	138	53	more	more	ADV
fuelectenerg-4503	138	54	important	important	ADJ
fuelectenerg-4503	138	55	is	be	AUX
fuelectenerg-4503	138	56	the	the	DET
fuelectenerg-4503	138	57	selection	selection	NOUN
fuelectenerg-4503	138	58	of	of	ADP
fuelectenerg-4503	138	59	the	the	DET
fuelectenerg-4503	138	60	initial	initial	ADJ
fuelectenerg-4503	138	61	ewma	ewma	NOUN
fuelectenerg-4503	138	62	.	.	PUNCT
fuelectenerg-4503	139	1	the	the	DET
fuelectenerg-4503	139	2	sensitivity	sensitivity	NOUN
fuelectenerg-4503	139	3	of	of	ADP
fuelectenerg-4503	139	4	standard	standard	ADJ
fuelectenerg-4503	139	5	ewma	ewma	NOUN
fuelectenerg-4503	139	6	algorithm	algorithm	NOUN
fuelectenerg-4503	139	7	can	can	AUX
fuelectenerg-4503	139	8	be	be	AUX
fuelectenerg-4503	139	9	improved	improve	VERB
fuelectenerg-4503	139	10	by	by	ADP
fuelectenerg-4503	139	11	implementing	implement	VERB
fuelectenerg-4503	139	12	the	the	DET
fuelectenerg-4503	139	13	logic	logic	NOUN
fuelectenerg-4503	139	14	of	of	ADP
fuelectenerg-4503	139	15	adaptive	adaptive	ADJ
fuelectenerg-4503	139	16	threshold	threshold	NOUN
fuelectenerg-4503	139	17	algorithm	algorithm	NOUN
fuelectenerg-4503	139	18	22.	22.	NOUN
fuelectenerg-4503	139	19	namely	namely	ADV
fuelectenerg-4503	139	20	,	,	PUNCT
fuelectenerg-4503	139	21	network	network	NOUN
fuelectenerg-4503	139	22	anomaly	anomaly	NOUN
fuelectenerg-4503	139	23	in	in	ADP
fuelectenerg-4503	139	24	adaptive	adaptive	ADJ
fuelectenerg-4503	139	25	algorithm	algorithm	NOUN
fuelectenerg-4503	139	26	is	be	AUX
fuelectenerg-4503	139	27	detected	detect	VERB
fuelectenerg-4503	139	28	only	only	ADV
fuelectenerg-4503	139	29	in	in	ADP
fuelectenerg-4503	139	30	case	case	NOUN
fuelectenerg-4503	139	31	when	when	SCONJ
fuelectenerg-4503	139	32	for	for	ADP
fuelectenerg-4503	139	33	multiple	multiple	ADJ
fuelectenerg-4503	139	34	consecutive	consecutive	ADJ
fuelectenerg-4503	139	35	time	time	NOUN
fuelectenerg-4503	139	36	intervals	interval	NOUN
fuelectenerg-4503	139	37	(	(	PUNCT
fuelectenerg-4503	139	38	in	in	ADP
fuelectenerg-4503	139	39	the	the	DET
fuelectenerg-4503	139	40	figure	figure	NOUN
fuelectenerg-4503	139	41	below	below	ADV
fuelectenerg-4503	139	42	marked	mark	VERB
fuelectenerg-4503	139	43	with	with	ADP
fuelectenerg-4503	139	44	#	#	NOUN
fuelectenerg-4503	139	45	)	)	PUNCT
fuelectenerg-4503	139	46	the	the	DET
fuelectenerg-4503	139	47	threshold	threshold	NOUN
fuelectenerg-4503	139	48	is	be	AUX
fuelectenerg-4503	139	49	exceeded	exceed	VERB
fuelectenerg-4503	139	50	(	(	PUNCT
fuelectenerg-4503	139	51	if	if	SCONJ
fuelectenerg-4503	139	52	#	#	NOUN
fuelectenerg-4503	140	1	>	>	X
fuelectenerg-4503	140	2	k	k	PROPN
fuelectenerg-4503	140	3	,	,	PUNCT
fuelectenerg-4503	140	4	where	where	SCONJ
fuelectenerg-4503	140	5	the	the	DET
fuelectenerg-4503	140	6	factor	factor	NOUN
fuelectenerg-4503	140	7	k	k	PROPN
fuelectenerg-4503	140	8	is	be	AUX
fuelectenerg-4503	140	9	set	set	VERB
fuelectenerg-4503	140	10	by	by	ADP
fuelectenerg-4503	140	11	network	network	NOUN
fuelectenerg-4503	140	12	security	security	NOUN
fuelectenerg-4503	140	13	administrator	administrator	NOUN
fuelectenerg-4503	140	14	)	)	PUNCT
fuelectenerg-4503	140	15	.	.	PUNCT
fuelectenerg-4503	141	1	the	the	DET
fuelectenerg-4503	141	2	sensitivity	sensitivity	NOUN
fuelectenerg-4503	141	3	of	of	ADP
fuelectenerg-4503	141	4	this	this	DET
fuelectenerg-4503	141	5	algorithm	algorithm	NOUN
fuelectenerg-4503	141	6	also	also	ADV
fuelectenerg-4503	141	7	depends	depend	VERB
fuelectenerg-4503	141	8	on	on	ADP
fuelectenerg-4503	141	9	the	the	DET
fuelectenerg-4503	141	10	value	value	NOUN
fuelectenerg-4503	141	11	of	of	ADP
fuelectenerg-4503	141	12	the	the	DET
fuelectenerg-4503	141	13	threshold	threshold	NOUN
fuelectenerg-4503	141	14	exceeding	exceed	VERB
fuelectenerg-4503	141	15	(	(	PUNCT
fuelectenerg-4503	141	16	βμt	βμt	NOUN
fuelectenerg-4503	141	17	,	,	PUNCT
fuelectenerg-4503	141	18	where	where	SCONJ
fuelectenerg-4503	141	19	where	where	SCONJ
fuelectenerg-4503	141	20	μt	μt	NOUN
fuelectenerg-4503	141	21	represents	represent	VERB
fuelectenerg-4503	141	22	the	the	DET
fuelectenerg-4503	141	23	measured	measured	ADJ
fuelectenerg-4503	141	24	mean	mean	NOUN
fuelectenerg-4503	141	25	in	in	ADP
fuelectenerg-4503	141	26	some	some	DET
fuelectenerg-4503	141	27	observation	observation	NOUN
fuelectenerg-4503	141	28	period	period	NOUN
fuelectenerg-4503	141	29	)	)	PUNCT
fuelectenerg-4503	141	30	.	.	PUNCT
fuelectenerg-4503	142	1	fig	fig	NOUN
fuelectenerg-4503	142	2	.	.	PUNCT
fuelectenerg-4503	143	1	2	2	NUM
fuelectenerg-4503	143	2	adaptive	adaptive	ADJ
fuelectenerg-4503	143	3	threshold	threshold	NOUN
fuelectenerg-4503	143	4	algorithm	algorithm	NOUN
fuelectenerg-4503	143	5	with	with	ADP
fuelectenerg-4503	143	6	the	the	DET
fuelectenerg-4503	143	7	theme	theme	NOUN
fuelectenerg-4503	143	8	of	of	ADP
fuelectenerg-4503	143	9	statistical	statistical	ADJ
fuelectenerg-4503	143	10	anomaly	anomaly	NOUN
fuelectenerg-4503	143	11	detection	detection	NOUN
fuelectenerg-4503	143	12	in	in	ADP
fuelectenerg-4503	143	13	computer	computer	NOUN
fuelectenerg-4503	143	14	networks	network	NOUN
fuelectenerg-4503	143	15	and	and	CCONJ
fuelectenerg-4503	143	16	implementation	implementation	NOUN
fuelectenerg-4503	143	17	of	of	ADP
fuelectenerg-4503	143	18	ewma	ewma	NOUN
fuelectenerg-4503	143	19	statistics	statistic	NOUN
fuelectenerg-4503	143	20	in	in	ADP
fuelectenerg-4503	143	21	network	network	NOUN
fuelectenerg-4503	143	22	environment	environment	NOUN
fuelectenerg-4503	143	23	have	have	AUX
fuelectenerg-4503	143	24	dealt	deal	VERB
fuelectenerg-4503	143	25	also	also	ADV
fuelectenerg-4503	143	26	the	the	DET
fuelectenerg-4503	143	27	publications	publication	NOUN
fuelectenerg-4503	143	28	23	23	NOUN
fuelectenerg-4503	143	29	,	,	PUNCT
fuelectenerg-4503	143	30	13	13	PUNCT
fuelectenerg-4503	143	31	,	,	PUNCT
fuelectenerg-4503	143	32	15	15	NOUN
fuelectenerg-4503	143	33	and	and	CCONJ
fuelectenerg-4503	143	34	24.	24.	NOUN
fuelectenerg-4503	143	35	4	4	X
fuelectenerg-4503	143	36	.	.	X
fuelectenerg-4503	143	37	fuzzy	fuzzy	ADJ
fuelectenerg-4503	143	38	approach	approach	VERB
fuelectenerg-4503	143	39	the	the	DET
fuelectenerg-4503	143	40	intrusion	intrusion	NOUN
fuelectenerg-4503	143	41	detection	detection	NOUN
fuelectenerg-4503	143	42	problem	problem	NOUN
fuelectenerg-4503	143	43	is	be	AUX
fuelectenerg-4503	143	44	viewed	view	VERB
fuelectenerg-4503	143	45	in	in	ADP
fuelectenerg-4503	143	46	the	the	DET
fuelectenerg-4503	143	47	misuse	misuse	NOUN
fuelectenerg-4503	143	48	or	or	CCONJ
fuelectenerg-4503	143	49	signature	signature	NOUN
fuelectenerg-4503	143	50	model	model	NOUN
fuelectenerg-4503	143	51	as	as	ADP
fuelectenerg-4503	143	52	a	a	DET
fuelectenerg-4503	143	53	classification	classification	NOUN
fuelectenerg-4503	143	54	problem	problem	NOUN
fuelectenerg-4503	143	55	:	:	PUNCT
fuelectenerg-4503	143	56	the	the	DET
fuelectenerg-4503	143	57	goal	goal	NOUN
fuelectenerg-4503	143	58	is	be	AUX
fuelectenerg-4503	143	59	to	to	PART
fuelectenerg-4503	143	60	classify	classify	VERB
fuelectenerg-4503	143	61	patterns	pattern	NOUN
fuelectenerg-4503	143	62	of	of	ADP
fuelectenerg-4503	143	63	the	the	DET
fuelectenerg-4503	143	64	system	system	NOUN
fuelectenerg-4503	143	65	behaviour	behaviour	NOUN
fuelectenerg-4503	143	66	in	in	ADP
fuelectenerg-4503	143	67	two	two	NUM
fuelectenerg-4503	143	68	categories	category	NOUN
fuelectenerg-4503	143	69	(	(	PUNCT
fuelectenerg-4503	143	70	normal	normal	ADJ
fuelectenerg-4503	143	71	and	and	CCONJ
fuelectenerg-4503	143	72	abnormal	abnormal	ADJ
fuelectenerg-4503	143	73	)	)	PUNCT
fuelectenerg-4503	143	74	,	,	PUNCT
fuelectenerg-4503	143	75	using	use	VERB
fuelectenerg-4503	143	76	patterns	pattern	NOUN
fuelectenerg-4503	143	77	of	of	ADP
fuelectenerg-4503	143	78	known	know	VERB
fuelectenerg-4503	143	79	attacks	attack	NOUN
fuelectenerg-4503	143	80	,	,	PUNCT
fuelectenerg-4503	143	81	which	which	PRON
fuelectenerg-4503	143	82	belong	belong	VERB
fuelectenerg-4503	143	83	to	to	ADP
fuelectenerg-4503	143	84	the	the	DET
fuelectenerg-4503	143	85	abnormal	abnormal	ADJ
fuelectenerg-4503	143	86	class	class	NOUN
fuelectenerg-4503	143	87	and	and	CCONJ
fuelectenerg-4503	143	88	patterns	pattern	NOUN
fuelectenerg-4503	143	89	of	of	ADP
fuelectenerg-4503	143	90	the	the	DET
fuelectenerg-4503	143	91	normal	normal	ADJ
fuelectenerg-4503	143	92	behaviour	behaviour	NOUN
fuelectenerg-4503	143	93	.	.	PUNCT
fuelectenerg-4503	144	1	with	with	ADP
fuelectenerg-4503	144	2	fuzzy	fuzzy	ADJ
fuelectenerg-4503	144	3	rules	rule	NOUN
fuelectenerg-4503	144	4	,	,	PUNCT
fuelectenerg-4503	144	5	the	the	DET
fuelectenerg-4503	144	6	solution	solution	NOUN
fuelectenerg-4503	144	7	of	of	ADP
fuelectenerg-4503	144	8	this	this	DET
fuelectenerg-4503	144	9	classification	classification	NOUN
fuelectenerg-4503	144	10	problem	problem	NOUN
fuelectenerg-4503	144	11	is	be	AUX
fuelectenerg-4503	144	12	based	base	VERB
fuelectenerg-4503	144	13	on	on	ADP
fuelectenerg-4503	144	14	fuzzy	fuzzy	ADJ
fuelectenerg-4503	144	15	logic	logic	NOUN
fuelectenerg-4503	144	16	concepts	concept	NOUN
fuelectenerg-4503	144	17	.	.	PUNCT
fuelectenerg-4503	145	1	fuzzy	fuzzy	ADJ
fuelectenerg-4503	145	2	systems	system	NOUN
fuelectenerg-4503	145	3	have	have	VERB
fuelectenerg-4503	145	4	several	several	ADJ
fuelectenerg-4503	145	5	important	important	ADJ
fuelectenerg-4503	145	6	characteristics	characteristic	NOUN
fuelectenerg-4503	145	7	that	that	PRON
fuelectenerg-4503	145	8	suit	suit	VERB
fuelectenerg-4503	145	9	intrusion	intrusion	NOUN
fuelectenerg-4503	145	10	detection	detection	NOUN
fuelectenerg-4503	145	11	very	very	ADV
fuelectenerg-4503	145	12	well	well	ADV
fuelectenerg-4503	145	13	10	10	NOUN
fuelectenerg-4503	145	14	:	:	PUNCT
fuelectenerg-4503	145	15			X
fuelectenerg-4503	145	16	fuzzy	fuzzy	ADJ
fuelectenerg-4503	145	17	implementations	implementation	NOUN
fuelectenerg-4503	145	18	had	have	AUX
fuelectenerg-4503	145	19	been	be	AUX
fuelectenerg-4503	145	20	showed	show	VERB
fuelectenerg-4503	145	21	to	to	PART
fuelectenerg-4503	145	22	possess	possess	VERB
fuelectenerg-4503	145	23	ability	ability	NOUN
fuelectenerg-4503	145	24	to	to	PART
fuelectenerg-4503	145	25	readily	readily	ADV
fuelectenerg-4503	145	26	combine	combine	VERB
fuelectenerg-4503	145	27	inputs	input	NOUN
fuelectenerg-4503	145	28	from	from	ADP
fuelectenerg-4503	145	29	widely	widely	ADV
fuelectenerg-4503	145	30	varying	vary	VERB
fuelectenerg-4503	145	31	sources	source	NOUN
fuelectenerg-4503	145	32	(	(	PUNCT
fuelectenerg-4503	145	33	for	for	ADP
fuelectenerg-4503	145	34	instance	instance	NOUN
fuelectenerg-4503	145	35	,	,	PUNCT
fuelectenerg-4503	145	36	digital	digital	ADJ
fuelectenerg-4503	145	37	cameras	camera	NOUN
fuelectenerg-4503	145	38	are	be	AUX
fuelectenerg-4503	145	39	usually	usually	ADV
fuelectenerg-4503	145	40	equipped	equip	VERB
fuelectenerg-4503	145	41	with	with	ADP
fuelectenerg-4503	145	42	auto	auto	NOUN
fuelectenerg-4503	145	43	-	-	PUNCT
fuelectenerg-4503	145	44	focusing	focus	VERB
fuelectenerg-4503	145	45	feature	feature	NOUN
fuelectenerg-4503	145	46	that	that	PRON
fuelectenerg-4503	145	47	estimates	estimate	VERB
fuelectenerg-4503	145	48	the	the	DET
fuelectenerg-4503	145	49	distance	distance	NOUN
fuelectenerg-4503	145	50	.	.	PUNCT
fuelectenerg-4503	146	1	for	for	ADP
fuelectenerg-4503	146	2	this	this	DET
fuelectenerg-4503	146	3	purpose	purpose	NOUN
fuelectenerg-4503	146	4	,	,	PUNCT
fuelectenerg-4503	146	5	camera	camera	NOUN
fuelectenerg-4503	146	6	's	's	PART
fuelectenerg-4503	146	7	fuzzy	fuzzy	ADJ
fuelectenerg-4503	146	8	control	control	NOUN
fuelectenerg-4503	146	9	system	system	NOUN
fuelectenerg-4503	146	10	uses	use	VERB
fuelectenerg-4503	146	11	several	several	ADJ
fuelectenerg-4503	146	12	different	different	ADJ
fuelectenerg-4503	146	13	inputs	input	NOUN
fuelectenerg-4503	146	14	)	)	PUNCT
fuelectenerg-4503	146	15	.	.	PUNCT
fuelectenerg-4503	147	1			VERB
fuelectenerg-4503	148	1	many	many	ADJ
fuelectenerg-4503	148	2	types	type	NOUN
fuelectenerg-4503	148	3	of	of	ADP
fuelectenerg-4503	148	4	intrusions	intrusion	NOUN
fuelectenerg-4503	148	5	can	can	AUX
fuelectenerg-4503	148	6	not	not	PART
fuelectenerg-4503	148	7	be	be	AUX
fuelectenerg-4503	148	8	crisply	crisply	ADV
fuelectenerg-4503	148	9	defined	define	VERB
fuelectenerg-4503	148	10	(	(	PUNCT
fuelectenerg-4503	148	11	e.g.	e.g.	ADV
fuelectenerg-4503	148	12	the	the	DET
fuelectenerg-4503	148	13	value	value	NOUN
fuelectenerg-4503	148	14	of	of	ADP
fuelectenerg-4503	148	15	adaptive	adaptive	ADJ
fuelectenerg-4503	148	16	(	(	PUNCT
fuelectenerg-4503	148	17	variable	variable	ADJ
fuelectenerg-4503	148	18	)	)	PUNCT
fuelectenerg-4503	148	19	alarm	alarm	NOUN
fuelectenerg-4503	148	20	threshold	threshold	NOUN
fuelectenerg-4503	148	21	or	or	CCONJ
fuelectenerg-4503	148	22	network	network	NOUN
fuelectenerg-4503	148	23	values	value	NOUN
fuelectenerg-4503	148	24	,	,	PUNCT
fuelectenerg-4503	148	25	including	include	VERB
fuelectenerg-4503	148	26	intrusions	intrusion	NOUN
fuelectenerg-4503	148	27	,	,	PUNCT
fuelectenerg-4503	148	28	which	which	PRON
fuelectenerg-4503	148	29	in	in	ADP
fuelectenerg-4503	148	30	most	most	ADJ
fuelectenerg-4503	148	31	real	real	ADJ
fuelectenerg-4503	148	32	cases	case	NOUN
fuelectenerg-4503	148	33	do	do	AUX
fuelectenerg-4503	148	34	not	not	PART
fuelectenerg-4503	148	35	belong	belong	VERB
fuelectenerg-4503	148	36	to	to	ADP
fuelectenerg-4503	148	37	a	a	DET
fuelectenerg-4503	148	38	set	set	NOUN
fuelectenerg-4503	148	39	of	of	ADP
fuelectenerg-4503	148	40	predefined	predefine	VERB
fuelectenerg-4503	148	41	values	value	NOUN
fuelectenerg-4503	148	42	)	)	PUNCT
fuelectenerg-4503	148	43	.	.	PUNCT
fuelectenerg-4503	149	1	256	256	NUM
fuelectenerg-4503	149	2	p.	p.	NOUN
fuelectenerg-4503	149	3	ĉisar	ĉisar	PROPN
fuelectenerg-4503	149	4	,	,	PUNCT
fuelectenerg-4503	149	5	s.	s.	PROPN
fuelectenerg-4503	149	6	maravić	maravić	PROPN
fuelectenerg-4503	149	7	ĉisar	ĉisar	PROPN
fuelectenerg-4503	149	8			VERB
fuelectenerg-4503	149	9	the	the	DET
fuelectenerg-4503	149	10	degree	degree	NOUN
fuelectenerg-4503	149	11	of	of	ADP
fuelectenerg-4503	149	12	alert	alert	NOUN
fuelectenerg-4503	149	13	that	that	PRON
fuelectenerg-4503	149	14	can	can	AUX
fuelectenerg-4503	149	15	occur	occur	VERB
fuelectenerg-4503	149	16	with	with	ADP
fuelectenerg-4503	149	17	intrusions	intrusion	NOUN
fuelectenerg-4503	149	18	is	be	AUX
fuelectenerg-4503	149	19	often	often	ADV
fuelectenerg-4503	149	20	fuzzy	fuzzy	ADJ
fuelectenerg-4503	149	21	because	because	SCONJ
fuelectenerg-4503	149	22	there	there	PRON
fuelectenerg-4503	149	23	is	be	VERB
fuelectenerg-4503	149	24	no	no	DET
fuelectenerg-4503	149	25	clear	clear	ADJ
fuelectenerg-4503	149	26	distinction	distinction	NOUN
fuelectenerg-4503	149	27	between	between	ADP
fuelectenerg-4503	149	28	normal	normal	ADJ
fuelectenerg-4503	149	29	and	and	CCONJ
fuelectenerg-4503	149	30	anomaly	anomaly	NOUN
fuelectenerg-4503	149	31	traffic	traffic	NOUN
fuelectenerg-4503	149	32	behaviour	behaviour	NOUN
fuelectenerg-4503	149	33	in	in	ADP
fuelectenerg-4503	149	34	a	a	DET
fuelectenerg-4503	149	35	network	network	NOUN
fuelectenerg-4503	149	36	.	.	PUNCT
fuelectenerg-4503	150	1	in	in	ADP
fuelectenerg-4503	150	2	fuzzy	fuzzy	ADJ
fuelectenerg-4503	150	3	logic	logic	NOUN
fuelectenerg-4503	150	4	,	,	PUNCT
fuelectenerg-4503	150	5	fuzzy	fuzzy	ADJ
fuelectenerg-4503	150	6	sets	set	NOUN
fuelectenerg-4503	150	7	define	define	VERB
fuelectenerg-4503	150	8	the	the	DET
fuelectenerg-4503	150	9	linguistic	linguistic	ADJ
fuelectenerg-4503	150	10	notions	notion	NOUN
fuelectenerg-4503	150	11	and	and	CCONJ
fuelectenerg-4503	150	12	membership	membership	NOUN
fuelectenerg-4503	150	13	functions	function	NOUN
fuelectenerg-4503	150	14	define	define	VERB
fuelectenerg-4503	150	15	the	the	DET
fuelectenerg-4503	150	16	truth	truth	NOUN
fuelectenerg-4503	150	17	-	-	PUNCT
fuelectenerg-4503	150	18	value	value	NOUN
fuelectenerg-4503	150	19	of	of	ADP
fuelectenerg-4503	150	20	such	such	ADJ
fuelectenerg-4503	150	21	linguistic	linguistic	ADJ
fuelectenerg-4503	150	22	expressions	expression	NOUN
fuelectenerg-4503	150	23	25.	25.	PROPN
fuelectenerg-4503	150	24	a	a	DET
fuelectenerg-4503	150	25	collection	collection	NOUN
fuelectenerg-4503	150	26	of	of	ADP
fuelectenerg-4503	150	27	fuzzy	fuzzy	ADJ
fuelectenerg-4503	150	28	sets	set	NOUN
fuelectenerg-4503	150	29	,	,	PUNCT
fuelectenerg-4503	150	30	called	call	VERB
fuelectenerg-4503	150	31	fuzzy	fuzzy	ADJ
fuelectenerg-4503	150	32	space	space	NOUN
fuelectenerg-4503	150	33	,	,	PUNCT
fuelectenerg-4503	150	34	defines	define	VERB
fuelectenerg-4503	150	35	the	the	DET
fuelectenerg-4503	150	36	fuzzy	fuzzy	ADJ
fuelectenerg-4503	150	37	linguistic	linguistic	ADJ
fuelectenerg-4503	150	38	values	value	NOUN
fuelectenerg-4503	150	39	or	or	CCONJ
fuelectenerg-4503	150	40	fuzzy	fuzzy	ADJ
fuelectenerg-4503	150	41	classes	class	NOUN
fuelectenerg-4503	150	42	that	that	SCONJ
fuelectenerg-4503	150	43	an	an	DET
fuelectenerg-4503	150	44	object	object	NOUN
fuelectenerg-4503	150	45	can	can	AUX
fuelectenerg-4503	150	46	belong	belong	VERB
fuelectenerg-4503	150	47	to	to	ADP
fuelectenerg-4503	150	48	.	.	PUNCT
fuelectenerg-4503	151	1	for	for	ADP
fuelectenerg-4503	151	2	instance	instance	NOUN
fuelectenerg-4503	151	3	,	,	PUNCT
fuelectenerg-4503	151	4	a	a	DET
fuelectenerg-4503	151	5	fuzzy	fuzzy	ADJ
fuelectenerg-4503	151	6	space	space	NOUN
fuelectenerg-4503	151	7	of	of	ADP
fuelectenerg-4503	151	8	five	five	NUM
fuelectenerg-4503	151	9	sets	set	NOUN
fuelectenerg-4503	151	10	(	(	PUNCT
fuelectenerg-4503	151	11	low	low	ADJ
fuelectenerg-4503	151	12	,	,	PUNCT
fuelectenerg-4503	151	13	med	med	ADJ
fuelectenerg-4503	151	14	-	-	PUNCT
fuelectenerg-4503	151	15	low	low	ADJ
fuelectenerg-4503	151	16	,	,	PUNCT
fuelectenerg-4503	151	17	medium	medium	ADJ
fuelectenerg-4503	151	18	,	,	PUNCT
fuelectenerg-4503	151	19	medhigh	medhigh	ADJ
fuelectenerg-4503	151	20	and	and	CCONJ
fuelectenerg-4503	151	21	high	high	ADJ
fuelectenerg-4503	151	22	)	)	PUNCT
fuelectenerg-4503	151	23	is	be	AUX
fuelectenerg-4503	151	24	shown	show	VERB
fuelectenerg-4503	151	25	in	in	ADP
fuelectenerg-4503	151	26	the	the	DET
fuelectenerg-4503	151	27	following	follow	VERB
fuelectenerg-4503	151	28	figure	figure	NOUN
fuelectenerg-4503	151	29	26.	26.	PROPN
fuelectenerg-4503	151	30	fig	fig	PROPN
fuelectenerg-4503	151	31	.	.	PUNCT
fuelectenerg-4503	152	1	3	3	NUM
fuelectenerg-4503	152	2	fuzzy	fuzzy	ADJ
fuelectenerg-4503	152	3	space	space	NOUN
fuelectenerg-4503	152	4	of	of	ADP
fuelectenerg-4503	152	5	five	five	NUM
fuelectenerg-4503	152	6	sets	set	NOUN
fuelectenerg-4503	152	7	with	with	ADP
fuelectenerg-4503	152	8	fuzzy	fuzzy	ADJ
fuelectenerg-4503	152	9	spaces	space	NOUN
fuelectenerg-4503	152	10	,	,	PUNCT
fuelectenerg-4503	152	11	fuzzy	fuzzy	ADJ
fuelectenerg-4503	152	12	logic	logic	NOUN
fuelectenerg-4503	152	13	allows	allow	VERB
fuelectenerg-4503	152	14	an	an	DET
fuelectenerg-4503	152	15	object	object	NOUN
fuelectenerg-4503	152	16	to	to	PART
fuelectenerg-4503	152	17	belong	belong	VERB
fuelectenerg-4503	152	18	to	to	ADP
fuelectenerg-4503	152	19	different	different	ADJ
fuelectenerg-4503	152	20	classes	class	NOUN
fuelectenerg-4503	152	21	at	at	ADP
fuelectenerg-4503	152	22	the	the	DET
fuelectenerg-4503	152	23	same	same	ADJ
fuelectenerg-4503	152	24	time	time	NOUN
fuelectenerg-4503	152	25	.	.	PUNCT
fuelectenerg-4503	153	1	this	this	DET
fuelectenerg-4503	153	2	possibility	possibility	NOUN
fuelectenerg-4503	153	3	is	be	AUX
fuelectenerg-4503	153	4	helpful	helpful	ADJ
fuelectenerg-4503	153	5	when	when	SCONJ
fuelectenerg-4503	153	6	the	the	DET
fuelectenerg-4503	153	7	difference	difference	NOUN
fuelectenerg-4503	153	8	between	between	ADP
fuelectenerg-4503	153	9	classes	class	NOUN
fuelectenerg-4503	153	10	is	be	AUX
fuelectenerg-4503	153	11	not	not	PART
fuelectenerg-4503	153	12	well	well	ADV
fuelectenerg-4503	153	13	defined	define	VERB
fuelectenerg-4503	153	14	.	.	PUNCT
fuelectenerg-4503	154	1	it	it	PRON
fuelectenerg-4503	154	2	is	be	AUX
fuelectenerg-4503	154	3	the	the	DET
fuelectenerg-4503	154	4	case	case	NOUN
fuelectenerg-4503	154	5	in	in	ADP
fuelectenerg-4503	154	6	the	the	DET
fuelectenerg-4503	154	7	intrusion	intrusion	NOUN
fuelectenerg-4503	154	8	detection	detection	NOUN
fuelectenerg-4503	154	9	task	task	NOUN
fuelectenerg-4503	154	10	,	,	PUNCT
fuelectenerg-4503	154	11	where	where	SCONJ
fuelectenerg-4503	154	12	the	the	DET
fuelectenerg-4503	154	13	difference	difference	NOUN
fuelectenerg-4503	154	14	between	between	ADP
fuelectenerg-4503	154	15	the	the	DET
fuelectenerg-4503	154	16	normal	normal	ADJ
fuelectenerg-4503	154	17	and	and	CCONJ
fuelectenerg-4503	154	18	abnormal	abnormal	ADJ
fuelectenerg-4503	154	19	class	class	NOUN
fuelectenerg-4503	154	20	are	be	AUX
fuelectenerg-4503	154	21	not	not	PART
fuelectenerg-4503	154	22	well	well	ADV
fuelectenerg-4503	154	23	defined	define	VERB
fuelectenerg-4503	154	24	27.	27.	NOUN
fuelectenerg-4503	155	1	the	the	DET
fuelectenerg-4503	155	2	approach	approach	NOUN
fuelectenerg-4503	155	3	to	to	ADP
fuelectenerg-4503	155	4	the	the	DET
fuelectenerg-4503	155	5	problem	problem	NOUN
fuelectenerg-4503	155	6	of	of	ADP
fuelectenerg-4503	155	7	anomaly	anomaly	NOUN
fuelectenerg-4503	155	8	detection	detection	NOUN
fuelectenerg-4503	155	9	by	by	ADP
fuelectenerg-4503	155	10	inducting	induct	VERB
fuelectenerg-4503	155	11	the	the	DET
fuelectenerg-4503	155	12	fuzzy	fuzzy	ADJ
fuelectenerg-4503	155	13	logic	logic	NOUN
fuelectenerg-4503	155	14	into	into	ADP
fuelectenerg-4503	155	15	time	time	NOUN
fuelectenerg-4503	155	16	based	base	VERB
fuelectenerg-4503	155	17	ewma	ewma	NOUN
fuelectenerg-4503	155	18	algorithm	algorithm	NOUN
fuelectenerg-4503	155	19	can	can	AUX
fuelectenerg-4503	155	20	be	be	AUX
fuelectenerg-4503	155	21	realized	realize	VERB
fuelectenerg-4503	155	22	through	through	ADP
fuelectenerg-4503	155	23	several	several	ADJ
fuelectenerg-4503	155	24	phases	phase	NOUN
fuelectenerg-4503	155	25	:	:	PUNCT
fuelectenerg-4503	155	26	definition	definition	NOUN
fuelectenerg-4503	155	27	of	of	ADP
fuelectenerg-4503	155	28	set	set	NOUN
fuelectenerg-4503	155	29	of	of	ADP
fuelectenerg-4503	155	30	possible	possible	ADJ
fuelectenerg-4503	155	31	values	value	NOUN
fuelectenerg-4503	155	32	of	of	ADP
fuelectenerg-4503	155	33	the	the	DET
fuelectenerg-4503	155	34	state	state	NOUN
fuelectenerg-4503	155	35	(	(	PUNCT
fuelectenerg-4503	155	36	inputs	input	NOUN
fuelectenerg-4503	155	37	)	)	PUNCT
fuelectenerg-4503	155	38	in	in	ADP
fuelectenerg-4503	155	39	multiple	multiple	ADJ
fuelectenerg-4503	155	40	categories	category	NOUN
fuelectenerg-4503	155	41	the	the	DET
fuelectenerg-4503	155	42	basic	basic	ADJ
fuelectenerg-4503	155	43	concept	concept	NOUN
fuelectenerg-4503	155	44	of	of	ADP
fuelectenerg-4503	155	45	the	the	DET
fuelectenerg-4503	155	46	analyzed	analyze	VERB
fuelectenerg-4503	155	47	algorithm	algorithm	NOUN
fuelectenerg-4503	155	48	is	be	AUX
fuelectenerg-4503	155	49	the	the	DET
fuelectenerg-4503	155	50	following	following	NOUN
fuelectenerg-4503	155	51	:	:	PUNCT
fuelectenerg-4503	155	52	for	for	ADP
fuelectenerg-4503	155	53	the	the	DET
fuelectenerg-4503	155	54	input	input	NOUN
fuelectenerg-4503	155	55	network	network	NOUN
fuelectenerg-4503	155	56	traffic	traffic	NOUN
fuelectenerg-4503	155	57	samples	sample	NOUN
fuelectenerg-4503	155	58	,	,	PUNCT
fuelectenerg-4503	155	59	correspondent	correspondent	NOUN
fuelectenerg-4503	155	60	ewma	ewma	NOUN
fuelectenerg-4503	155	61	values	value	NOUN
fuelectenerg-4503	155	62	are	be	AUX
fuelectenerg-4503	155	63	calculated	calculate	VERB
fuelectenerg-4503	155	64	and	and	CCONJ
fuelectenerg-4503	155	65	observe	observe	VERB
fuelectenerg-4503	155	66	as	as	ADP
fuelectenerg-4503	155	67	many	many	ADJ
fuelectenerg-4503	155	68	consecutive	consecutive	ADJ
fuelectenerg-4503	155	69	values	value	NOUN
fuelectenerg-4503	155	70	of	of	ADP
fuelectenerg-4503	155	71	how	how	SCONJ
fuelectenerg-4503	155	72	many	many	ADJ
fuelectenerg-4503	155	73	sets	set	VERB
fuelectenerg-4503	155	74	the	the	DET
fuelectenerg-4503	155	75	fuzzy	fuzzy	ADJ
fuelectenerg-4503	155	76	space	space	NOUN
fuelectenerg-4503	155	77	is	be	AUX
fuelectenerg-4503	155	78	composed	compose	VERB
fuelectenerg-4503	155	79	.	.	PUNCT
fuelectenerg-4503	156	1	for	for	ADP
fuelectenerg-4503	156	2	the	the	DET
fuelectenerg-4503	156	3	purposes	purpose	NOUN
fuelectenerg-4503	156	4	of	of	ADP
fuelectenerg-4503	156	5	this	this	DET
fuelectenerg-4503	156	6	analysis	analysis	NOUN
fuelectenerg-4503	156	7	,	,	PUNCT
fuelectenerg-4503	156	8	the	the	DET
fuelectenerg-4503	156	9	fuzzy	fuzzy	ADJ
fuelectenerg-4503	156	10	space	space	NOUN
fuelectenerg-4503	156	11	consists	consist	VERB
fuelectenerg-4503	156	12	of	of	ADP
fuelectenerg-4503	156	13	three	three	NUM
fuelectenerg-4503	156	14	sets	set	NOUN
fuelectenerg-4503	156	15	.	.	PUNCT
fuelectenerg-4503	157	1	it	it	PRON
fuelectenerg-4503	157	2	implies	imply	VERB
fuelectenerg-4503	157	3	that	that	SCONJ
fuelectenerg-4503	157	4	the	the	DET
fuelectenerg-4503	157	5	set	set	NOUN
fuelectenerg-4503	157	6	of	of	ADP
fuelectenerg-4503	157	7	regular	regular	ADJ
fuelectenerg-4503	157	8	ewma	ewma	NOUN
fuelectenerg-4503	157	9	values	value	NOUN
fuelectenerg-4503	157	10	of	of	ADP
fuelectenerg-4503	157	11	network	network	NOUN
fuelectenerg-4503	157	12	traffic	traffic	NOUN
fuelectenerg-4503	157	13	is	be	AUX
fuelectenerg-4503	157	14	divided	divide	VERB
fuelectenerg-4503	157	15	,	,	PUNCT
fuelectenerg-4503	157	16	depending	depend	VERB
fuelectenerg-4503	157	17	on	on	ADP
fuelectenerg-4503	157	18	the	the	DET
fuelectenerg-4503	157	19	intensity	intensity	NOUN
fuelectenerg-4503	157	20	,	,	PUNCT
fuelectenerg-4503	157	21	on	on	ADP
fuelectenerg-4503	157	22	three	three	NUM
fuelectenerg-4503	157	23	categories	category	NOUN
fuelectenerg-4503	157	24	.	.	PUNCT
fuelectenerg-4503	158	1	for	for	ADP
fuelectenerg-4503	158	2	instance	instance	NOUN
fuelectenerg-4503	158	3	:	:	PUNCT
fuelectenerg-4503	158	4	low	low	ADJ
fuelectenerg-4503	158	5	,	,	PUNCT
fuelectenerg-4503	158	6	medium	medium	ADJ
fuelectenerg-4503	158	7	and	and	CCONJ
fuelectenerg-4503	158	8	high	high	ADJ
fuelectenerg-4503	158	9	ewma	ewma	NOUN
fuelectenerg-4503	158	10	value	value	NOUN
fuelectenerg-4503	158	11	(	(	PUNCT
fuelectenerg-4503	158	12	in	in	ADP
fuelectenerg-4503	158	13	accordance	accordance	NOUN
fuelectenerg-4503	158	14	with	with	ADP
fuelectenerg-4503	158	15	the	the	DET
fuelectenerg-4503	158	16	defined	define	VERB
fuelectenerg-4503	158	17	membership	membership	NOUN
fuelectenerg-4503	158	18	function	function	NOUN
fuelectenerg-4503	158	19	in	in	ADP
fuelectenerg-4503	158	20	relation	relation	NOUN
fuelectenerg-4503	158	21	to	to	ADP
fuelectenerg-4503	158	22	the	the	DET
fuelectenerg-4503	158	23	threshold	threshold	NOUN
fuelectenerg-4503	158	24	,	,	PUNCT
fuelectenerg-4503	158	25	shown	show	VERB
fuelectenerg-4503	158	26	in	in	ADP
fuelectenerg-4503	158	27	fig	fig	NOUN
fuelectenerg-4503	158	28	.	.	PUNCT
fuelectenerg-4503	159	1	2	2	NUM
fuelectenerg-4503	159	2	)	)	PUNCT
fuelectenerg-4503	159	3	.	.	PUNCT
fuelectenerg-4503	160	1	in	in	ADP
fuelectenerg-4503	160	2	addition	addition	NOUN
fuelectenerg-4503	160	3	to	to	ADP
fuelectenerg-4503	160	4	the	the	DET
fuelectenerg-4503	160	5	criteria	criterion	NOUN
fuelectenerg-4503	160	6	of	of	ADP
fuelectenerg-4503	160	7	traffic	traffic	NOUN
fuelectenerg-4503	160	8	intensity	intensity	NOUN
fuelectenerg-4503	160	9	,	,	PUNCT
fuelectenerg-4503	160	10	it	it	PRON
fuelectenerg-4503	160	11	is	be	AUX
fuelectenerg-4503	160	12	possible	possible	ADJ
fuelectenerg-4503	160	13	in	in	ADP
fuelectenerg-4503	160	14	a	a	DET
fuelectenerg-4503	160	15	similar	similar	ADJ
fuelectenerg-4503	160	16	way	way	NOUN
fuelectenerg-4503	160	17	to	to	PART
fuelectenerg-4503	160	18	set	set	VERB
fuelectenerg-4503	160	19	the	the	DET
fuelectenerg-4503	160	20	other	other	ADJ
fuelectenerg-4503	160	21	variable	variable	ADJ
fuelectenerg-4503	160	22	criteria	criterion	NOUN
fuelectenerg-4503	160	23	for	for	ADP
fuelectenerg-4503	160	24	anomaly	anomaly	NOUN
fuelectenerg-4503	160	25	detection	detection	NOUN
fuelectenerg-4503	160	26	as	as	ADV
fuelectenerg-4503	160	27	well	well	ADV
fuelectenerg-4503	160	28	number	number	NOUN
fuelectenerg-4503	160	29	of	of	ADP
fuelectenerg-4503	160	30	consecutive	consecutive	ADJ
fuelectenerg-4503	160	31	threshold	threshold	NOUN
fuelectenerg-4503	160	32	(	(	PUNCT
fuelectenerg-4503	160	33	in	in	ADP
fuelectenerg-4503	160	34	this	this	DET
fuelectenerg-4503	160	35	case	case	NOUN
fuelectenerg-4503	160	36	,	,	PUNCT
fuelectenerg-4503	160	37	upper	upper	ADJ
fuelectenerg-4503	160	38	control	control	NOUN
fuelectenerg-4503	160	39	limit	limit	NOUN
fuelectenerg-4503	160	40	)	)	PUNCT
fuelectenerg-4503	160	41	overcomes	overcome	VERB
fuelectenerg-4503	160	42	#	#	NOUN
fuelectenerg-4503	160	43	.	.	PUNCT
fuelectenerg-4503	161	1	since	since	SCONJ
fuelectenerg-4503	161	2	by	by	ADP
fuelectenerg-4503	161	3	its	its	PRON
fuelectenerg-4503	161	4	nature	nature	NOUN
fuelectenerg-4503	161	5	it	it	PRON
fuelectenerg-4503	161	6	represents	represent	VERB
fuelectenerg-4503	161	7	a	a	DET
fuelectenerg-4503	161	8	crisp	crisp	ADJ
fuelectenerg-4503	161	9	value	value	NOUN
fuelectenerg-4503	161	10	that	that	PRON
fuelectenerg-4503	161	11	can	can	AUX
fuelectenerg-4503	161	12	not	not	PART
fuelectenerg-4503	161	13	be	be	AUX
fuelectenerg-4503	161	14	fuzzified	fuzzifie	VERB
fuelectenerg-4503	161	15	,	,	PUNCT
fuelectenerg-4503	161	16	this	this	DET
fuelectenerg-4503	161	17	paper	paper	NOUN
fuelectenerg-4503	161	18	will	will	AUX
fuelectenerg-4503	161	19	,	,	PUNCT
fuelectenerg-4503	161	20	for	for	ADP
fuelectenerg-4503	161	21	reasons	reason	NOUN
fuelectenerg-4503	161	22	of	of	ADP
fuelectenerg-4503	161	23	simplification	simplification	NOUN
fuelectenerg-4503	161	24	of	of	ADP
fuelectenerg-4503	161	25	analysis	analysis	NOUN
fuelectenerg-4503	161	26	without	without	ADP
fuelectenerg-4503	161	27	loss	loss	NOUN
fuelectenerg-4503	161	28	of	of	ADP
fuelectenerg-4503	161	29	generality	generality	NOUN
fuelectenerg-4503	161	30	,	,	PUNCT
fuelectenerg-4503	161	31	accept	accept	VERB
fuelectenerg-4503	161	32	the	the	DET
fuelectenerg-4503	161	33	value	value	NOUN
fuelectenerg-4503	161	34	of	of	ADP
fuelectenerg-4503	161	35	#	#	NOUN
fuelectenerg-4503	161	36	=	=	SYM
fuelectenerg-4503	161	37	3	3	NUM
fuelectenerg-4503	161	38	.	.	PUNCT
fuelectenerg-4503	162	1	this	this	PRON
fuelectenerg-4503	162	2	means	mean	VERB
fuelectenerg-4503	162	3	that	that	SCONJ
fuelectenerg-4503	162	4	the	the	DET
fuelectenerg-4503	162	5	fuzzy	fuzzy	ADJ
fuelectenerg-4503	162	6	algorithm	algorithm	NOUN
fuelectenerg-4503	162	7	analyzes	analyze	VERB
fuelectenerg-4503	162	8	a	a	DET
fuelectenerg-4503	162	9	block	block	NOUN
fuelectenerg-4503	162	10	of	of	ADP
fuelectenerg-4503	162	11	three	three	NUM
fuelectenerg-4503	162	12	consecutive	consecutive	ADJ
fuelectenerg-4503	162	13	ewma	ewma	NOUN
fuelectenerg-4503	162	14	values	value	NOUN
fuelectenerg-4503	162	15	(	(	PUNCT
fuelectenerg-4503	162	16	ewma1	ewma1	NOUN
fuelectenerg-4503	162	17	,	,	PUNCT
fuelectenerg-4503	162	18	ewma2	ewma2	NOUN
fuelectenerg-4503	162	19	and	and	CCONJ
fuelectenerg-4503	162	20	ewma3	ewma3	NOUN
fuelectenerg-4503	162	21	)	)	PUNCT
fuelectenerg-4503	162	22	and	and	CCONJ
fuelectenerg-4503	162	23	depending	depend	VERB
fuelectenerg-4503	162	24	on	on	ADP
fuelectenerg-4503	162	25	their	their	PRON
fuelectenerg-4503	162	26	values	value	NOUN
fuelectenerg-4503	162	27	,	,	PUNCT
fuelectenerg-4503	162	28	formulates	formulate	VERB
fuelectenerg-4503	162	29	the	the	DET
fuelectenerg-4503	162	30	conclusion	conclusion	NOUN
fuelectenerg-4503	162	31	about	about	ADP
fuelectenerg-4503	162	32	the	the	DET
fuelectenerg-4503	162	33	type	type	NOUN
fuelectenerg-4503	162	34	of	of	ADP
fuelectenerg-4503	162	35	output	output	NOUN
fuelectenerg-4503	162	36	.	.	PUNCT
fuelectenerg-4503	163	1	with	with	ADP
fuelectenerg-4503	163	2	implementation	implementation	NOUN
fuelectenerg-4503	163	3	of	of	ADP
fuelectenerg-4503	163	4	exceeding	exceed	VERB
fuelectenerg-4503	163	5	parameter	parameter	NOUN
fuelectenerg-4503	163	6	(	(	PUNCT
fuelectenerg-4503	163	7	the	the	DET
fuelectenerg-4503	163	8	parameter	parameter	NOUN
fuelectenerg-4503	163	9	that	that	PRON
fuelectenerg-4503	163	10	indicates	indicate	VERB
fuelectenerg-4503	163	11	the	the	DET
fuelectenerg-4503	163	12	percentage	percentage	NOUN
fuelectenerg-4503	163	13	above	above	ADP
fuelectenerg-4503	163	14	upper	upper	ADJ
fuelectenerg-4503	163	15	threshold	threshold	NOUN
fuelectenerg-4503	163	16	;	;	PUNCT
fuelectenerg-4503	163	17	e.g.	e.g.	ADV
fuelectenerg-4503	163	18	0.5	0.5	NUM
fuelectenerg-4503	163	19	)	)	PUNCT
fuelectenerg-4503	163	20	,	,	PUNCT
fuelectenerg-4503	163	21	fine	fine	ADJ
fuelectenerg-4503	163	22	tuning	tuning	NOUN
fuelectenerg-4503	163	23	of	of	ADP
fuelectenerg-4503	163	24	the	the	DET
fuelectenerg-4503	163	25	algorithm	algorithm	NOUN
fuelectenerg-4503	163	26	is	be	AUX
fuelectenerg-4503	163	27	provided	provide	VERB
fuelectenerg-4503	163	28	,	,	PUNCT
fuelectenerg-4503	163	29	additionally	additionally	ADV
fuelectenerg-4503	163	30	eliminating	eliminate	VERB
fuelectenerg-4503	163	31	false	false	ADJ
fuelectenerg-4503	163	32	alarms	alarm	NOUN
fuelectenerg-4503	163	33	.	.	PUNCT
fuelectenerg-4503	164	1	definition	definition	NOUN
fuelectenerg-4503	164	2	of	of	ADP
fuelectenerg-4503	164	3	set	set	NOUN
fuelectenerg-4503	164	4	of	of	ADP
fuelectenerg-4503	164	5	possible	possible	ADJ
fuelectenerg-4503	164	6	actions	action	NOUN
fuelectenerg-4503	164	7	(	(	PUNCT
fuelectenerg-4503	164	8	or	or	CCONJ
fuelectenerg-4503	164	9	output	output	NOUN
fuelectenerg-4503	164	10	types	type	NOUN
fuelectenerg-4503	164	11	)	)	PUNCT
fuelectenerg-4503	164	12	in	in	ADP
fuelectenerg-4503	164	13	a	a	DET
fuelectenerg-4503	164	14	few	few	ADJ
fuelectenerg-4503	164	15	sets	set	NOUN
fuelectenerg-4503	164	16	or	or	CCONJ
fuelectenerg-4503	164	17	categories	category	NOUN
fuelectenerg-4503	164	18	in	in	ADP
fuelectenerg-4503	164	19	the	the	DET
fuelectenerg-4503	164	20	case	case	NOUN
fuelectenerg-4503	164	21	of	of	ADP
fuelectenerg-4503	164	22	anomaly	anomaly	NOUN
fuelectenerg-4503	164	23	detection	detection	NOUN
fuelectenerg-4503	164	24	,	,	PUNCT
fuelectenerg-4503	164	25	the	the	DET
fuelectenerg-4503	164	26	possible	possible	ADJ
fuelectenerg-4503	164	27	set	set	NOUN
fuelectenerg-4503	164	28	of	of	ADP
fuelectenerg-4503	164	29	output	output	NOUN
fuelectenerg-4503	164	30	actions	action	NOUN
fuelectenerg-4503	164	31	could	could	AUX
fuelectenerg-4503	164	32	be	be	AUX
fuelectenerg-4503	164	33	attack	attack	NOUN
fuelectenerg-4503	164	34	alarm	alarm	NOUN
fuelectenerg-4503	164	35	,	,	PUNCT
fuelectenerg-4503	164	36	warning	warn	VERB
fuelectenerg-4503	164	37	alarm	alarm	NOUN
fuelectenerg-4503	164	38	and	and	CCONJ
fuelectenerg-4503	164	39	indication	indication	NOUN
fuelectenerg-4503	164	40	of	of	ADP
fuelectenerg-4503	164	41	normal	normal	ADJ
fuelectenerg-4503	164	42	condition	condition	NOUN
fuelectenerg-4503	164	43	.	.	PUNCT
fuelectenerg-4503	165	1	in	in	ADP
fuelectenerg-4503	165	2	this	this	DET
fuelectenerg-4503	165	3	way	way	NOUN
fuelectenerg-4503	165	4	,	,	PUNCT
fuelectenerg-4503	165	5	fuzzy	fuzzy	ADJ
fuelectenerg-4503	165	6	outputs	output	NOUN
fuelectenerg-4503	165	7	are	be	AUX
fuelectenerg-4503	165	8	ewma	ewma	NOUN
fuelectenerg-4503	165	9	statistics	statistic	NOUN
fuelectenerg-4503	165	10	and	and	CCONJ
fuelectenerg-4503	165	11	fuzzy	fuzzy	ADJ
fuelectenerg-4503	165	12	logic	logic	NOUN
fuelectenerg-4503	165	13	in	in	ADP
fuelectenerg-4503	165	14	function	function	NOUN
fuelectenerg-4503	165	15	of	of	ADP
fuelectenerg-4503	165	16	network	network	NOUN
fuelectenerg-4503	165	17	anomaly	anomaly	NOUN
fuelectenerg-4503	165	18	detection	detection	NOUN
fuelectenerg-4503	165	19	257	257	NUM
fuelectenerg-4503	165	20	determined	determine	VERB
fuelectenerg-4503	165	21	.	.	PUNCT
fuelectenerg-4503	166	1	in	in	ADP
fuelectenerg-4503	166	2	order	order	NOUN
fuelectenerg-4503	166	3	to	to	PART
fuelectenerg-4503	166	4	do	do	AUX
fuelectenerg-4503	166	5	this	this	PRON
fuelectenerg-4503	166	6	,	,	PUNCT
fuelectenerg-4503	166	7	it	it	PRON
fuelectenerg-4503	166	8	is	be	AUX
fuelectenerg-4503	166	9	necessary	necessary	ADJ
fuelectenerg-4503	166	10	first	first	ADV
fuelectenerg-4503	166	11	to	to	PART
fuelectenerg-4503	166	12	set	set	VERB
fuelectenerg-4503	166	13	up	up	ADP
fuelectenerg-4503	166	14	the	the	DET
fuelectenerg-4503	166	15	empirical	empirical	ADJ
fuelectenerg-4503	166	16	definition	definition	NOUN
fuelectenerg-4503	166	17	of	of	ADP
fuelectenerg-4503	166	18	fuzzy	fuzzy	ADJ
fuelectenerg-4503	166	19	rules	rule	NOUN
fuelectenerg-4503	166	20	(	(	PUNCT
fuelectenerg-4503	166	21	"	"	PUNCT
fuelectenerg-4503	166	22	if	if	SCONJ
fuelectenerg-4503	166	23	then	then	ADV
fuelectenerg-4503	166	24	"	"	PUNCT
fuelectenerg-4503	166	25	rules	rule	NOUN
fuelectenerg-4503	166	26	)	)	PUNCT
fuelectenerg-4503	166	27	or	or	CCONJ
fuelectenerg-4503	166	28	fuzzy	fuzzy	ADJ
fuelectenerg-4503	166	29	relations	relation	NOUN
fuelectenerg-4503	166	30	.	.	PUNCT
fuelectenerg-4503	167	1	fuzzy	fuzzy	ADJ
fuelectenerg-4503	167	2	rules	rule	NOUN
fuelectenerg-4503	167	3	in	in	ADP
fuelectenerg-4503	167	4	this	this	DET
fuelectenerg-4503	167	5	case	case	NOUN
fuelectenerg-4503	167	6	may	may	AUX
fuelectenerg-4503	167	7	look	look	VERB
fuelectenerg-4503	167	8	like	like	ADP
fuelectenerg-4503	167	9	this	this	PRON
fuelectenerg-4503	167	10	:	:	PUNCT
fuelectenerg-4503	167	11			X
fuelectenerg-4503	167	12	if	if	SCONJ
fuelectenerg-4503	167	13	all	all	DET
fuelectenerg-4503	167	14	three	three	NUM
fuelectenerg-4503	167	15	ewma	ewma	NOUN
fuelectenerg-4503	167	16	values	value	NOUN
fuelectenerg-4503	167	17	of	of	ADP
fuelectenerg-4503	167	18	traffic	traffic	NOUN
fuelectenerg-4503	167	19	are	be	AUX
fuelectenerg-4503	167	20	high	high	ADJ
fuelectenerg-4503	167	21	(	(	PUNCT
fuelectenerg-4503	167	22	vrednost	vrednost	ADP
fuelectenerg-4503	167	23	veća	veća	NOUN
fuelectenerg-4503	167	24	od	od	PROPN
fuelectenerg-4503	167	25	thresholda	thresholda	PROPN
fuelectenerg-4503	167	26	)	)	PUNCT
fuelectenerg-4503	167	27	,	,	PUNCT
fuelectenerg-4503	167	28	then	then	ADV
fuelectenerg-4503	167	29	attack	attack	NOUN
fuelectenerg-4503	167	30	alarm	alarm	NOUN
fuelectenerg-4503	167	31	is	be	AUX
fuelectenerg-4503	167	32	generated	generate	VERB
fuelectenerg-4503	167	33	.	.	PUNCT
fuelectenerg-4503	168	1			PROPN
fuelectenerg-4503	169	1	if	if	SCONJ
fuelectenerg-4503	169	2	two	two	NUM
fuelectenerg-4503	169	3	values	value	NOUN
fuelectenerg-4503	169	4	are	be	AUX
fuelectenerg-4503	169	5	high	high	ADJ
fuelectenerg-4503	169	6	,	,	PUNCT
fuelectenerg-4503	169	7	and	and	CCONJ
fuelectenerg-4503	169	8	one	one	NUM
fuelectenerg-4503	169	9	is	be	AUX
fuelectenerg-4503	169	10	medium	medium	ADJ
fuelectenerg-4503	169	11	,	,	PUNCT
fuelectenerg-4503	169	12	then	then	ADV
fuelectenerg-4503	169	13	warning	warn	VERB
fuelectenerg-4503	169	14	alarm	alarm	NOUN
fuelectenerg-4503	169	15	is	be	AUX
fuelectenerg-4503	169	16	generated	generate	VERB
fuelectenerg-4503	169	17	.	.	PUNCT
fuelectenerg-4503	170	1			PART
fuelectenerg-4503	171	1	all	all	DET
fuelectenerg-4503	171	2	other	other	ADJ
fuelectenerg-4503	171	3	cases	case	NOUN
fuelectenerg-4503	171	4	represent	represent	VERB
fuelectenerg-4503	171	5	normal	normal	ADJ
fuelectenerg-4503	171	6	traffic	traffic	NOUN
fuelectenerg-4503	171	7	situations	situation	NOUN
fuelectenerg-4503	171	8	.	.	PUNCT
fuelectenerg-4503	172	1	the	the	DET
fuelectenerg-4503	172	2	next	next	ADJ
fuelectenerg-4503	172	3	step	step	NOUN
fuelectenerg-4503	172	4	is	be	AUX
fuelectenerg-4503	172	5	defining	define	VERB
fuelectenerg-4503	172	6	the	the	DET
fuelectenerg-4503	172	7	membership	membership	NOUN
fuelectenerg-4503	172	8	function	function	NOUN
fuelectenerg-4503	172	9	that	that	PRON
fuelectenerg-4503	172	10	describes	describe	VERB
fuelectenerg-4503	172	11	the	the	DET
fuelectenerg-4503	172	12	fuzzy	fuzzy	ADJ
fuelectenerg-4503	172	13	sets	set	NOUN
fuelectenerg-4503	172	14	.	.	PUNCT
fuelectenerg-4503	173	1	a	a	DET
fuelectenerg-4503	173	2	membership	membership	NOUN
fuelectenerg-4503	173	3	function	function	NOUN
fuelectenerg-4503	173	4	is	be	AUX
fuelectenerg-4503	173	5	a	a	DET
fuelectenerg-4503	173	6	curve	curve	NOUN
fuelectenerg-4503	173	7	that	that	PRON
fuelectenerg-4503	173	8	defines	define	VERB
fuelectenerg-4503	173	9	how	how	SCONJ
fuelectenerg-4503	173	10	each	each	DET
fuelectenerg-4503	173	11	point	point	NOUN
fuelectenerg-4503	173	12	in	in	ADP
fuelectenerg-4503	173	13	the	the	DET
fuelectenerg-4503	173	14	input	input	NOUN
fuelectenerg-4503	173	15	space	space	NOUN
fuelectenerg-4503	173	16	is	be	AUX
fuelectenerg-4503	173	17	mapped	map	VERB
fuelectenerg-4503	173	18	to	to	ADP
fuelectenerg-4503	173	19	a	a	DET
fuelectenerg-4503	173	20	membership	membership	NOUN
fuelectenerg-4503	173	21	value	value	NOUN
fuelectenerg-4503	173	22	(	(	PUNCT
fuelectenerg-4503	173	23	or	or	CCONJ
fuelectenerg-4503	173	24	degree	degree	NOUN
fuelectenerg-4503	173	25	of	of	ADP
fuelectenerg-4503	173	26	membership	membership	NOUN
fuelectenerg-4503	173	27	)	)	PUNCT
fuelectenerg-4503	173	28	between	between	ADP
fuelectenerg-4503	173	29	0	0	NUM
fuelectenerg-4503	173	30	and	and	CCONJ
fuelectenerg-4503	173	31	1	1	NUM
fuelectenerg-4503	173	32	.	.	X
fuelectenerg-4503	174	1	there	there	PRON
fuelectenerg-4503	174	2	are	be	VERB
fuelectenerg-4503	174	3	different	different	ADJ
fuelectenerg-4503	174	4	types	type	NOUN
fuelectenerg-4503	174	5	of	of	ADP
fuelectenerg-4503	174	6	membership	membership	NOUN
fuelectenerg-4503	174	7	functions	function	NOUN
fuelectenerg-4503	174	8	.	.	PUNCT
fuelectenerg-4503	175	1	the	the	DET
fuelectenerg-4503	175	2	only	only	ADJ
fuelectenerg-4503	175	3	condition	condition	NOUN
fuelectenerg-4503	175	4	a	a	DET
fuelectenerg-4503	175	5	membership	membership	NOUN
fuelectenerg-4503	175	6	function	function	NOUN
fuelectenerg-4503	175	7	must	must	AUX
fuelectenerg-4503	175	8	really	really	ADV
fuelectenerg-4503	175	9	satisfy	satisfy	VERB
fuelectenerg-4503	175	10	is	be	AUX
fuelectenerg-4503	175	11	that	that	SCONJ
fuelectenerg-4503	175	12	it	it	PRON
fuelectenerg-4503	175	13	must	must	AUX
fuelectenerg-4503	175	14	vary	vary	VERB
fuelectenerg-4503	175	15	between	between	ADP
fuelectenerg-4503	175	16	0	0	NUM
fuelectenerg-4503	175	17	and	and	CCONJ
fuelectenerg-4503	175	18	1	1	NUM
fuelectenerg-4503	175	19	.	.	PUNCT
fuelectenerg-4503	176	1	the	the	DET
fuelectenerg-4503	176	2	function	function	NOUN
fuelectenerg-4503	176	3	itself	itself	PRON
fuelectenerg-4503	176	4	can	can	AUX
fuelectenerg-4503	176	5	be	be	AUX
fuelectenerg-4503	176	6	an	an	DET
fuelectenerg-4503	176	7	arbitrary	arbitrary	ADJ
fuelectenerg-4503	176	8	curve	curve	NOUN
fuelectenerg-4503	176	9	whose	whose	DET
fuelectenerg-4503	176	10	shape	shape	NOUN
fuelectenerg-4503	176	11	is	be	AUX
fuelectenerg-4503	176	12	defined	define	VERB
fuelectenerg-4503	176	13	as	as	ADP
fuelectenerg-4503	176	14	a	a	DET
fuelectenerg-4503	176	15	function	function	NOUN
fuelectenerg-4503	176	16	that	that	PRON
fuelectenerg-4503	176	17	suits	suit	NOUN
fuelectenerg-4503	176	18	from	from	ADP
fuelectenerg-4503	176	19	the	the	DET
fuelectenerg-4503	176	20	point	point	NOUN
fuelectenerg-4503	176	21	of	of	ADP
fuelectenerg-4503	176	22	view	view	NOUN
fuelectenerg-4503	176	23	of	of	ADP
fuelectenerg-4503	176	24	simplicity	simplicity	NOUN
fuelectenerg-4503	176	25	,	,	PUNCT
fuelectenerg-4503	176	26	convenience	convenience	NOUN
fuelectenerg-4503	176	27	,	,	PUNCT
fuelectenerg-4503	176	28	speed	speed	NOUN
fuelectenerg-4503	176	29	,	,	PUNCT
fuelectenerg-4503	176	30	and	and	CCONJ
fuelectenerg-4503	176	31	efficiency	efficiency	NOUN
fuelectenerg-4503	176	32	.	.	PUNCT
fuelectenerg-4503	177	1	fuzzy	fuzzy	ADJ
fuelectenerg-4503	177	2	inference	inference	NOUN
fuelectenerg-4503	177	3	is	be	AUX
fuelectenerg-4503	177	4	the	the	DET
fuelectenerg-4503	177	5	actual	actual	ADJ
fuelectenerg-4503	177	6	process	process	NOUN
fuelectenerg-4503	177	7	of	of	ADP
fuelectenerg-4503	177	8	mapping	mapping	NOUN
fuelectenerg-4503	177	9	from	from	ADP
fuelectenerg-4503	177	10	a	a	DET
fuelectenerg-4503	177	11	given	give	VERB
fuelectenerg-4503	177	12	input	input	NOUN
fuelectenerg-4503	177	13	to	to	ADP
fuelectenerg-4503	177	14	an	an	DET
fuelectenerg-4503	177	15	output	output	NOUN
fuelectenerg-4503	177	16	using	use	VERB
fuelectenerg-4503	177	17	fuzzy	fuzzy	ADJ
fuelectenerg-4503	177	18	logic	logic	NOUN
fuelectenerg-4503	177	19	.	.	PUNCT
fuelectenerg-4503	178	1	5	5	X
fuelectenerg-4503	178	2	.	.	X
fuelectenerg-4503	178	3	simulation	simulation	NOUN
fuelectenerg-4503	178	4	and	and	CCONJ
fuelectenerg-4503	178	5	results	result	NOUN
fuelectenerg-4503	178	6	for	for	ADP
fuelectenerg-4503	178	7	simulation	simulation	NOUN
fuelectenerg-4503	178	8	of	of	ADP
fuelectenerg-4503	178	9	described	describe	VERB
fuelectenerg-4503	178	10	fuzzy	fuzzy	ADJ
fuelectenerg-4503	178	11	ewma	ewma	NOUN
fuelectenerg-4503	178	12	algorithm	algorithm	PROPN
fuelectenerg-4503	178	13	the	the	DET
fuelectenerg-4503	178	14	software	software	NOUN
fuelectenerg-4503	178	15	package	package	NOUN
fuelectenerg-4503	178	16	“	"	PUNCT
fuelectenerg-4503	178	17	matlab	matlab	PROPN
fuelectenerg-4503	178	18	”	"	PUNCT
fuelectenerg-4503	178	19	fuzzy	fuzzy	ADJ
fuelectenerg-4503	178	20	logic	logic	NOUN
fuelectenerg-4503	178	21	toolbox	toolbox	NOUN
fuelectenerg-4503	178	22	2.0	2.0	NUM
fuelectenerg-4503	178	23	was	be	AUX
fuelectenerg-4503	178	24	used	use	VERB
fuelectenerg-4503	178	25	.	.	PUNCT
fuelectenerg-4503	179	1	the	the	DET
fuelectenerg-4503	179	2	basic	basic	ADJ
fuelectenerg-4503	179	3	simulation	simulation	NOUN
fuelectenerg-4503	179	4	scheme	scheme	NOUN
fuelectenerg-4503	179	5	of	of	ADP
fuelectenerg-4503	179	6	algorithm	algorithm	NOUN
fuelectenerg-4503	179	7	consists	consist	VERB
fuelectenerg-4503	179	8	of	of	ADP
fuelectenerg-4503	179	9	three	three	NUM
fuelectenerg-4503	179	10	consecutive	consecutive	ADJ
fuelectenerg-4503	179	11	input	input	NOUN
fuelectenerg-4503	179	12	ewma	ewma	NOUN
fuelectenerg-4503	179	13	values	value	NOUN
fuelectenerg-4503	179	14	and	and	CCONJ
fuelectenerg-4503	179	15	one	one	NUM
fuelectenerg-4503	179	16	output	output	NOUN
fuelectenerg-4503	179	17	value	value	NOUN
fuelectenerg-4503	179	18	(	(	PUNCT
fuelectenerg-4503	179	19	fig	fig	NOUN
fuelectenerg-4503	179	20	.	.	PUNCT
fuelectenerg-4503	179	21	4	4	NUM
fuelectenerg-4503	179	22	)	)	PUNCT
fuelectenerg-4503	179	23	.	.	PUNCT
fuelectenerg-4503	180	1	in	in	ADP
fuelectenerg-4503	180	2	the	the	DET
fuelectenerg-4503	180	3	fuzzy	fuzzy	ADJ
fuelectenerg-4503	180	4	logic	logic	NOUN
fuelectenerg-4503	180	5	toolbox	toolbox	NOUN
fuelectenerg-4503	180	6	,	,	PUNCT
fuelectenerg-4503	180	7	there	there	PRON
fuelectenerg-4503	180	8	are	be	VERB
fuelectenerg-4503	180	9	five	five	NUM
fuelectenerg-4503	180	10	parts	part	NOUN
fuelectenerg-4503	180	11	of	of	ADP
fuelectenerg-4503	180	12	the	the	DET
fuelectenerg-4503	180	13	fuzzy	fuzzy	ADJ
fuelectenerg-4503	180	14	inference	inference	NOUN
fuelectenerg-4503	180	15	process	process	NOUN
fuelectenerg-4503	180	16	:	:	PUNCT
fuelectenerg-4503	180	17			X
fuelectenerg-4503	180	18	fuzzification	fuzzification	NOUN
fuelectenerg-4503	180	19	of	of	ADP
fuelectenerg-4503	180	20	the	the	DET
fuelectenerg-4503	180	21	input	input	NOUN
fuelectenerg-4503	180	22	variables	variable	NOUN
fuelectenerg-4503	180	23			PART
fuelectenerg-4503	180	24	application	application	NOUN
fuelectenerg-4503	180	25	of	of	ADP
fuelectenerg-4503	180	26	the	the	DET
fuelectenerg-4503	180	27	fuzzy	fuzzy	ADJ
fuelectenerg-4503	180	28	operator	operator	NOUN
fuelectenerg-4503	180	29	(	(	PUNCT
fuelectenerg-4503	180	30	and	and	CCONJ
fuelectenerg-4503	180	31	or	or	CCONJ
fuelectenerg-4503	180	32	or	or	CCONJ
fuelectenerg-4503	180	33	)	)	PUNCT
fuelectenerg-4503	180	34	in	in	ADP
fuelectenerg-4503	180	35	the	the	DET
fuelectenerg-4503	180	36	antecedent	antecedent	NOUN
fuelectenerg-4503	180	37			NOUN
fuelectenerg-4503	180	38	implication	implication	NOUN
fuelectenerg-4503	180	39	from	from	ADP
fuelectenerg-4503	180	40	the	the	DET
fuelectenerg-4503	180	41	antecedent	antecedent	NOUN
fuelectenerg-4503	180	42	to	to	ADP
fuelectenerg-4503	180	43	the	the	DET
fuelectenerg-4503	180	44	consequent	consequent	ADJ
fuelectenerg-4503	180	45			NOUN
fuelectenerg-4503	180	46	aggregation	aggregation	NOUN
fuelectenerg-4503	180	47	of	of	ADP
fuelectenerg-4503	180	48	the	the	DET
fuelectenerg-4503	180	49	consequents	consequent	NOUN
fuelectenerg-4503	180	50	across	across	ADP
fuelectenerg-4503	180	51	the	the	DET
fuelectenerg-4503	180	52	rules	rule	NOUN
fuelectenerg-4503	180	53			PART
fuelectenerg-4503	180	54	defuzzification	defuzzification	NOUN
fuelectenerg-4503	180	55	fig	fig	NOUN
fuelectenerg-4503	180	56	.	.	PUNCT
fuelectenerg-4503	181	1	4	4	NUM
fuelectenerg-4503	181	2	basic	basic	ADJ
fuelectenerg-4503	181	3	simulation	simulation	NOUN
fuelectenerg-4503	181	4	scheme	scheme	NOUN
fuelectenerg-4503	181	5	two	two	NUM
fuelectenerg-4503	181	6	types	type	NOUN
fuelectenerg-4503	181	7	of	of	ADP
fuelectenerg-4503	181	8	fuzzy	fuzzy	ADJ
fuelectenerg-4503	181	9	inference	inference	NOUN
fuelectenerg-4503	181	10	systems	system	NOUN
fuelectenerg-4503	181	11	(	(	PUNCT
fuelectenerg-4503	181	12	fis	fis	PROPN
fuelectenerg-4503	181	13	)	)	PUNCT
fuelectenerg-4503	181	14	is	be	AUX
fuelectenerg-4503	181	15	possible	possible	ADJ
fuelectenerg-4503	181	16	to	to	PART
fuelectenerg-4503	181	17	implement	implement	VERB
fuelectenerg-4503	181	18	in	in	ADP
fuelectenerg-4503	181	19	the	the	DET
fuelectenerg-4503	181	20	toolbox	toolbox	NOUN
fuelectenerg-4503	181	21	:	:	PUNCT
fuelectenerg-4503	181	22	mamdani	mamdani	ADJ
fuelectenerg-4503	181	23	-	-	PUNCT
fuelectenerg-4503	181	24	type	type	NOUN
fuelectenerg-4503	181	25	and	and	CCONJ
fuelectenerg-4503	181	26	sugeno	sugeno	NOUN
fuelectenerg-4503	181	27	-	-	PUNCT
fuelectenerg-4503	181	28	type	type	NOUN
fuelectenerg-4503	181	29	.	.	PUNCT
fuelectenerg-4503	182	1	these	these	DET
fuelectenerg-4503	182	2	two	two	NUM
fuelectenerg-4503	182	3	types	type	NOUN
fuelectenerg-4503	182	4	of	of	ADP
fuelectenerg-4503	182	5	inference	inference	NOUN
fuelectenerg-4503	182	6	systems	system	NOUN
fuelectenerg-4503	182	7	vary	vary	VERB
fuelectenerg-4503	182	8	somewhat	somewhat	ADV
fuelectenerg-4503	182	9	in	in	ADP
fuelectenerg-4503	182	10	the	the	DET
fuelectenerg-4503	182	11	way	way	NOUN
fuelectenerg-4503	182	12	outputs	output	NOUN
fuelectenerg-4503	182	13	are	be	AUX
fuelectenerg-4503	182	14	determined	determine	VERB
fuelectenerg-4503	182	15	.	.	PUNCT
fuelectenerg-4503	183	1	sugeno	sugeno	NOUN
fuelectenerg-4503	183	2	(	(	PUNCT
fuelectenerg-4503	183	3	or	or	CCONJ
fuelectenerg-4503	183	4	takagi	takagi	NOUN
fuelectenerg-4503	183	5	-	-	PUNCT
fuelectenerg-4503	183	6	sugeno	sugeno	NOUN
fuelectenerg-4503	183	7	-	-	PUNCT
fuelectenerg-4503	183	8	kang	kang	PROPN
fuelectenerg-4503	183	9	)	)	PUNCT
fuelectenerg-4503	183	10	method	method	NOUN
fuelectenerg-4503	183	11	of	of	ADP
fuelectenerg-4503	183	12	fuzzy	fuzzy	ADJ
fuelectenerg-4503	183	13	258	258	NUM
fuelectenerg-4503	183	14	p.	p.	NOUN
fuelectenerg-4503	183	15	ĉisar	ĉisar	PROPN
fuelectenerg-4503	183	16	,	,	PUNCT
fuelectenerg-4503	183	17	s.	s.	PROPN
fuelectenerg-4503	183	18	maravić	maravić	PROPN
fuelectenerg-4503	183	19	ĉisar	ĉisar	PROPN
fuelectenerg-4503	183	20	inference	inference	NOUN
fuelectenerg-4503	183	21	is	be	AUX
fuelectenerg-4503	183	22	similar	similar	ADJ
fuelectenerg-4503	183	23	to	to	ADP
fuelectenerg-4503	183	24	the	the	DET
fuelectenerg-4503	183	25	mamdani	mamdani	NOUN
fuelectenerg-4503	183	26	method	method	NOUN
fuelectenerg-4503	183	27	in	in	ADP
fuelectenerg-4503	183	28	many	many	ADJ
fuelectenerg-4503	183	29	respects	respect	NOUN
fuelectenerg-4503	183	30	.	.	PUNCT
fuelectenerg-4503	184	1	the	the	DET
fuelectenerg-4503	184	2	first	first	ADJ
fuelectenerg-4503	184	3	two	two	NUM
fuelectenerg-4503	184	4	parts	part	NOUN
fuelectenerg-4503	184	5	of	of	ADP
fuelectenerg-4503	184	6	the	the	DET
fuelectenerg-4503	184	7	fuzzy	fuzzy	ADJ
fuelectenerg-4503	184	8	inference	inference	NOUN
fuelectenerg-4503	184	9	process	process	NOUN
fuelectenerg-4503	184	10	,	,	PUNCT
fuelectenerg-4503	184	11	fuzzifying	fuzzifye	VERB
fuelectenerg-4503	184	12	the	the	DET
fuelectenerg-4503	184	13	inputs	input	NOUN
fuelectenerg-4503	184	14	and	and	CCONJ
fuelectenerg-4503	184	15	applying	apply	VERB
fuelectenerg-4503	184	16	the	the	DET
fuelectenerg-4503	184	17	fuzzy	fuzzy	ADJ
fuelectenerg-4503	184	18	operator	operator	NOUN
fuelectenerg-4503	184	19	,	,	PUNCT
fuelectenerg-4503	184	20	are	be	AUX
fuelectenerg-4503	184	21	exactly	exactly	ADV
fuelectenerg-4503	184	22	the	the	DET
fuelectenerg-4503	184	23	same	same	ADJ
fuelectenerg-4503	184	24	.	.	PUNCT
fuelectenerg-4503	185	1	the	the	DET
fuelectenerg-4503	185	2	main	main	ADJ
fuelectenerg-4503	185	3	difference	difference	NOUN
fuelectenerg-4503	185	4	between	between	ADP
fuelectenerg-4503	185	5	mamdani	mamdani	NOUN
fuelectenerg-4503	185	6	and	and	CCONJ
fuelectenerg-4503	185	7	sugeno	sugeno	NOUN
fuelectenerg-4503	185	8	is	be	AUX
fuelectenerg-4503	185	9	that	that	SCONJ
fuelectenerg-4503	185	10	the	the	DET
fuelectenerg-4503	185	11	sugeno	sugeno	NOUN
fuelectenerg-4503	185	12	output	output	NOUN
fuelectenerg-4503	185	13	membership	membership	NOUN
fuelectenerg-4503	185	14	functions	function	NOUN
fuelectenerg-4503	185	15	are	be	AUX
fuelectenerg-4503	185	16	either	either	CCONJ
fuelectenerg-4503	185	17	linear	linear	ADJ
fuelectenerg-4503	185	18	or	or	CCONJ
fuelectenerg-4503	185	19	constant	constant	ADJ
fuelectenerg-4503	185	20	.	.	PUNCT
fuelectenerg-4503	186	1	mamdani	mamdani	ADJ
fuelectenerg-4503	186	2	-	-	PUNCT
fuelectenerg-4503	186	3	type	type	NOUN
fuelectenerg-4503	186	4	inference	inference	NOUN
fuelectenerg-4503	186	5	,	,	PUNCT
fuelectenerg-4503	186	6	as	as	SCONJ
fuelectenerg-4503	186	7	defined	define	VERB
fuelectenerg-4503	186	8	for	for	ADP
fuelectenerg-4503	186	9	the	the	DET
fuelectenerg-4503	186	10	toolbox	toolbox	NOUN
fuelectenerg-4503	186	11	,	,	PUNCT
fuelectenerg-4503	186	12	expects	expect	VERB
fuelectenerg-4503	186	13	the	the	DET
fuelectenerg-4503	186	14	output	output	NOUN
fuelectenerg-4503	186	15	membership	membership	NOUN
fuelectenerg-4503	186	16	functions	function	NOUN
fuelectenerg-4503	186	17	to	to	PART
fuelectenerg-4503	186	18	be	be	AUX
fuelectenerg-4503	186	19	fuzzy	fuzzy	ADJ
fuelectenerg-4503	186	20	sets	set	NOUN
fuelectenerg-4503	186	21	.	.	PUNCT
fuelectenerg-4503	187	1	after	after	ADP
fuelectenerg-4503	187	2	the	the	DET
fuelectenerg-4503	187	3	aggregation	aggregation	NOUN
fuelectenerg-4503	187	4	process	process	NOUN
fuelectenerg-4503	187	5	,	,	PUNCT
fuelectenerg-4503	187	6	there	there	PRON
fuelectenerg-4503	187	7	is	be	VERB
fuelectenerg-4503	187	8	a	a	DET
fuelectenerg-4503	187	9	fuzzy	fuzzy	ADJ
fuelectenerg-4503	187	10	set	set	NOUN
fuelectenerg-4503	187	11	for	for	ADP
fuelectenerg-4503	187	12	each	each	DET
fuelectenerg-4503	187	13	output	output	NOUN
fuelectenerg-4503	187	14	variable	variable	NOUN
fuelectenerg-4503	187	15	that	that	PRON
fuelectenerg-4503	187	16	needs	need	VERB
fuelectenerg-4503	187	17	defuzzification	defuzzification	NOUN
fuelectenerg-4503	187	18	28	28	PROPN
fuelectenerg-4503	187	19	,	,	PUNCT
fuelectenerg-4503	187	20	29.	29.	VERB
fuelectenerg-4503	187	21	the	the	DET
fuelectenerg-4503	187	22	membership	membership	NOUN
fuelectenerg-4503	187	23	functions	function	NOUN
fuelectenerg-4503	187	24	for	for	ADP
fuelectenerg-4503	187	25	inputs	input	NOUN
fuelectenerg-4503	187	26	and	and	CCONJ
fuelectenerg-4503	187	27	output	output	NOUN
fuelectenerg-4503	187	28	are	be	AUX
fuelectenerg-4503	187	29	determined	determine	VERB
fuelectenerg-4503	187	30	according	accord	VERB
fuelectenerg-4503	187	31	to	to	ADP
fuelectenerg-4503	187	32	the	the	DET
fuelectenerg-4503	187	33	following	follow	VERB
fuelectenerg-4503	187	34	figures	figure	NOUN
fuelectenerg-4503	187	35	:	:	PUNCT
fuelectenerg-4503	187	36	fig	fig	NOUN
fuelectenerg-4503	187	37	.	.	PUNCT
fuelectenerg-4503	188	1	5	5	NUM
fuelectenerg-4503	188	2	input	input	NOUN
fuelectenerg-4503	188	3	and	and	CCONJ
fuelectenerg-4503	188	4	output	output	NOUN
fuelectenerg-4503	188	5	membership	membership	NOUN
fuelectenerg-4503	188	6	functions	function	NOUN
fuelectenerg-4503	188	7	after	after	ADP
fuelectenerg-4503	188	8	creation	creation	NOUN
fuelectenerg-4503	188	9	of	of	ADP
fuelectenerg-4503	188	10	membership	membership	NOUN
fuelectenerg-4503	188	11	functions	function	NOUN
fuelectenerg-4503	188	12	,	,	PUNCT
fuelectenerg-4503	188	13	the	the	DET
fuelectenerg-4503	188	14	next	next	ADJ
fuelectenerg-4503	188	15	step	step	NOUN
fuelectenerg-4503	188	16	is	be	AUX
fuelectenerg-4503	188	17	formulation	formulation	NOUN
fuelectenerg-4503	188	18	of	of	ADP
fuelectenerg-4503	188	19	fuzzy	fuzzy	ADJ
fuelectenerg-4503	188	20	rules	rule	NOUN
fuelectenerg-4503	188	21	,	,	PUNCT
fuelectenerg-4503	188	22	which	which	PRON
fuelectenerg-4503	188	23	is	be	AUX
fuelectenerg-4503	188	24	realized	realize	VERB
fuelectenerg-4503	188	25	using	use	VERB
fuelectenerg-4503	188	26	rule	rule	NOUN
fuelectenerg-4503	188	27	editor	editor	NOUN
fuelectenerg-4503	188	28	(	(	PUNCT
fuelectenerg-4503	188	29	fig	fig	NOUN
fuelectenerg-4503	188	30	.	.	PUNCT
fuelectenerg-4503	189	1	6	6	NUM
fuelectenerg-4503	189	2	)	)	PUNCT
fuelectenerg-4503	189	3	.	.	PUNCT
fuelectenerg-4503	190	1	ewma	ewma	NOUN
fuelectenerg-4503	190	2	statistics	statistic	NOUN
fuelectenerg-4503	190	3	and	and	CCONJ
fuelectenerg-4503	190	4	fuzzy	fuzzy	ADJ
fuelectenerg-4503	190	5	logic	logic	NOUN
fuelectenerg-4503	190	6	in	in	ADP
fuelectenerg-4503	190	7	function	function	NOUN
fuelectenerg-4503	190	8	of	of	ADP
fuelectenerg-4503	190	9	network	network	NOUN
fuelectenerg-4503	190	10	anomaly	anomaly	NOUN
fuelectenerg-4503	190	11	detection	detection	NOUN
fuelectenerg-4503	190	12	259	259	NUM
fuelectenerg-4503	190	13	fig	fig	NOUN
fuelectenerg-4503	190	14	.	.	PUNCT
fuelectenerg-4503	191	1	6	6	NUM
fuelectenerg-4503	191	2	fuzzy	fuzzy	ADJ
fuelectenerg-4503	191	3	rules	rule	VERB
fuelectenerg-4503	191	4	the	the	DET
fuelectenerg-4503	191	5	first	first	ADJ
fuelectenerg-4503	191	6	check	check	NOUN
fuelectenerg-4503	191	7	of	of	ADP
fuelectenerg-4503	191	8	this	this	DET
fuelectenerg-4503	191	9	fuzzy	fuzzy	ADJ
fuelectenerg-4503	191	10	algorithm	algorithm	NOUN
fuelectenerg-4503	191	11	is	be	AUX
fuelectenerg-4503	191	12	made	make	VERB
fuelectenerg-4503	191	13	in	in	ADP
fuelectenerg-4503	191	14	such	such	ADJ
fuelectenerg-4503	191	15	way	way	NOUN
fuelectenerg-4503	191	16	that	that	PRON
fuelectenerg-4503	191	17	input	input	NOUN
fuelectenerg-4503	191	18	values	value	NOUN
fuelectenerg-4503	191	19	(	(	PUNCT
fuelectenerg-4503	191	20	ewma1	ewma1	NOUN
fuelectenerg-4503	191	21	=	=	PUNCT
fuelectenerg-4503	191	22	ewma2	ewma2	NOUN
fuelectenerg-4503	191	23	=	=	PUNCT
fuelectenerg-4503	191	24	ewma3	ewma3	NOUN
fuelectenerg-4503	192	1	=	=	SYM
fuelectenerg-4503	192	2	0.91	0.91	NUM
fuelectenerg-4503	192	3	)	)	PUNCT
fuelectenerg-4503	192	4	are	be	AUX
fuelectenerg-4503	192	5	selected	select	VERB
fuelectenerg-4503	192	6	with	with	ADP
fuelectenerg-4503	192	7	intention	intention	NOUN
fuelectenerg-4503	192	8	to	to	PART
fuelectenerg-4503	192	9	generate	generate	VERB
fuelectenerg-4503	192	10	an	an	DET
fuelectenerg-4503	192	11	alarm	alarm	NOUN
fuelectenerg-4503	192	12	situation	situation	NOUN
fuelectenerg-4503	192	13	.	.	PUNCT
fuelectenerg-4503	193	1	it	it	PRON
fuelectenerg-4503	193	2	was	be	AUX
fuelectenerg-4503	193	3	expected	expect	VERB
fuelectenerg-4503	193	4	,	,	PUNCT
fuelectenerg-4503	193	5	in	in	ADP
fuelectenerg-4503	193	6	accordance	accordance	NOUN
fuelectenerg-4503	193	7	with	with	ADP
fuelectenerg-4503	193	8	defined	define	VERB
fuelectenerg-4503	193	9	rules	rule	NOUN
fuelectenerg-4503	193	10	,	,	PUNCT
fuelectenerg-4503	193	11	to	to	PART
fuelectenerg-4503	193	12	get	get	VERB
fuelectenerg-4503	193	13	relatively	relatively	ADV
fuelectenerg-4503	193	14	high	high	ADJ
fuelectenerg-4503	193	15	output	output	NOUN
fuelectenerg-4503	193	16	value	value	NOUN
fuelectenerg-4503	193	17	,	,	PUNCT
fuelectenerg-4503	193	18	which	which	PRON
fuelectenerg-4503	193	19	was	be	AUX
fuelectenerg-4503	193	20	also	also	ADV
fuelectenerg-4503	193	21	actualized	actualize	VERB
fuelectenerg-4503	193	22	(	(	PUNCT
fuelectenerg-4503	193	23	output	output	NOUN
fuelectenerg-4503	193	24	=	=	PUNCT
fuelectenerg-4503	193	25	0.945	0.945	NUM
fuelectenerg-4503	193	26	)	)	PUNCT
fuelectenerg-4503	193	27	.	.	PUNCT
fuelectenerg-4503	194	1	the	the	DET
fuelectenerg-4503	194	2	practical	practical	ADJ
fuelectenerg-4503	194	3	choice	choice	NOUN
fuelectenerg-4503	194	4	of	of	ADP
fuelectenerg-4503	194	5	input	input	NOUN
fuelectenerg-4503	194	6	values	value	NOUN
fuelectenerg-4503	194	7	is	be	AUX
fuelectenerg-4503	194	8	realized	realize	VERB
fuelectenerg-4503	194	9	by	by	ADP
fuelectenerg-4503	194	10	scrolling	scroll	VERB
fuelectenerg-4503	194	11	the	the	DET
fuelectenerg-4503	194	12	vertical	vertical	ADJ
fuelectenerg-4503	194	13	line	line	NOUN
fuelectenerg-4503	194	14	that	that	PRON
fuelectenerg-4503	194	15	indicates	indicate	VERB
fuelectenerg-4503	194	16	the	the	DET
fuelectenerg-4503	194	17	value	value	NOUN
fuelectenerg-4503	194	18	,	,	PUNCT
fuelectenerg-4503	194	19	while	while	SCONJ
fuelectenerg-4503	194	20	the	the	DET
fuelectenerg-4503	194	21	program	program	NOUN
fuelectenerg-4503	194	22	automatically	automatically	ADV
fuelectenerg-4503	194	23	recalculates	recalculate	VERB
fuelectenerg-4503	194	24	the	the	DET
fuelectenerg-4503	194	25	value	value	NOUN
fuelectenerg-4503	194	26	of	of	ADP
fuelectenerg-4503	194	27	output	output	NOUN
fuelectenerg-4503	194	28	.	.	PUNCT
fuelectenerg-4503	195	1	fig	fig	NOUN
fuelectenerg-4503	195	2	.	.	PUNCT
fuelectenerg-4503	196	1	7	7	NUM
fuelectenerg-4503	196	2	rule	rule	NOUN
fuelectenerg-4503	196	3	viewer	viewer	NOUN
fuelectenerg-4503	196	4	(	(	PUNCT
fuelectenerg-4503	196	5	alarm	alarm	NOUN
fuelectenerg-4503	196	6	condition	condition	NOUN
fuelectenerg-4503	196	7	)	)	PUNCT
fuelectenerg-4503	196	8	260	260	NUM
fuelectenerg-4503	196	9	p.	p.	NOUN
fuelectenerg-4503	196	10	ĉisar	ĉisar	PROPN
fuelectenerg-4503	196	11	,	,	PUNCT
fuelectenerg-4503	196	12	s.	s.	PROPN
fuelectenerg-4503	196	13	maravić	maravić	PROPN
fuelectenerg-4503	196	14	ĉisar	ĉisar	VERB
fuelectenerg-4503	196	15	the	the	DET
fuelectenerg-4503	196	16	form	form	NOUN
fuelectenerg-4503	196	17	analysis	analysis	NOUN
fuelectenerg-4503	196	18	of	of	ADP
fuelectenerg-4503	196	19	membership	membership	NOUN
fuelectenerg-4503	196	20	functions	function	NOUN
fuelectenerg-4503	196	21	is	be	AUX
fuelectenerg-4503	196	22	done	do	VERB
fuelectenerg-4503	196	23	for	for	ADP
fuelectenerg-4503	196	24	selected	select	VERB
fuelectenerg-4503	196	25	combination	combination	NOUN
fuelectenerg-4503	196	26	of	of	ADP
fuelectenerg-4503	196	27	input	input	NOUN
fuelectenerg-4503	196	28	values	value	NOUN
fuelectenerg-4503	196	29	that	that	PRON
fuelectenerg-4503	196	30	generates	generate	VERB
fuelectenerg-4503	196	31	warning	warning	NOUN
fuelectenerg-4503	196	32	and	and	CCONJ
fuelectenerg-4503	196	33	alarm	alarm	NOUN
fuelectenerg-4503	196	34	indication	indication	NOUN
fuelectenerg-4503	196	35	.	.	PUNCT
fuelectenerg-4503	197	1	the	the	DET
fuelectenerg-4503	197	2	situation	situation	NOUN
fuelectenerg-4503	197	3	in	in	ADP
fuelectenerg-4503	197	4	case	case	NOUN
fuelectenerg-4503	197	5	of	of	ADP
fuelectenerg-4503	197	6	chosen	choose	VERB
fuelectenerg-4503	197	7	input	input	NOUN
fuelectenerg-4503	197	8	values	value	NOUN
fuelectenerg-4503	197	9	that	that	PRON
fuelectenerg-4503	197	10	generates	generate	VERB
fuelectenerg-4503	197	11	a	a	DET
fuelectenerg-4503	197	12	warning	warning	NOUN
fuelectenerg-4503	197	13	condition	condition	NOUN
fuelectenerg-4503	197	14	,	,	PUNCT
fuelectenerg-4503	197	15	is	be	AUX
fuelectenerg-4503	197	16	given	give	VERB
fuelectenerg-4503	197	17	by	by	ADP
fuelectenerg-4503	197	18	fig	fig	NOUN
fuelectenerg-4503	197	19	.	.	PUNCT
fuelectenerg-4503	198	1	8	8	NUM
fuelectenerg-4503	198	2	.	.	X
fuelectenerg-4503	198	3	fig	fig	NOUN
fuelectenerg-4503	198	4	.	.	PUNCT
fuelectenerg-4503	199	1	8	8	NUM
fuelectenerg-4503	199	2	rule	rule	NOUN
fuelectenerg-4503	199	3	viewer	viewer	NOUN
fuelectenerg-4503	199	4	(	(	PUNCT
fuelectenerg-4503	199	5	warning	warning	NOUN
fuelectenerg-4503	199	6	condition	condition	NOUN
fuelectenerg-4503	199	7	)	)	PUNCT
fuelectenerg-4503	199	8	changing	change	VERB
fuelectenerg-4503	199	9	the	the	DET
fuelectenerg-4503	199	10	offered	offer	VERB
fuelectenerg-4503	199	11	membership	membership	NOUN
fuelectenerg-4503	199	12	functions	function	NOUN
fuelectenerg-4503	199	13	30	30	NOUN
fuelectenerg-4503	199	14	,	,	PUNCT
fuelectenerg-4503	199	15	the	the	DET
fuelectenerg-4503	199	16	output	output	NOUN
fuelectenerg-4503	199	17	values	value	NOUN
fuelectenerg-4503	199	18	were	be	AUX
fuelectenerg-4503	199	19	examined	examine	VERB
fuelectenerg-4503	199	20	and	and	CCONJ
fuelectenerg-4503	199	21	compared	compare	VERB
fuelectenerg-4503	199	22	.	.	PUNCT
fuelectenerg-4503	200	1	in	in	ADP
fuelectenerg-4503	200	2	case	case	NOUN
fuelectenerg-4503	200	3	of	of	ADP
fuelectenerg-4503	200	4	warning	warning	NOUN
fuelectenerg-4503	200	5	,	,	PUNCT
fuelectenerg-4503	200	6	for	for	ADP
fuelectenerg-4503	200	7	„	„	PUNCT
fuelectenerg-4503	200	8	warning	warning	NOUN
fuelectenerg-4503	200	9	“	"	PUNCT
fuelectenerg-4503	200	10	segment	segment	NOUN
fuelectenerg-4503	200	11	,	,	PUNCT
fuelectenerg-4503	200	12	the	the	DET
fuelectenerg-4503	200	13	following	follow	VERB
fuelectenerg-4503	200	14	output	output	NOUN
fuelectenerg-4503	200	15	values	value	NOUN
fuelectenerg-4503	200	16	are	be	AUX
fuelectenerg-4503	200	17	confirmed	confirm	VERB
fuelectenerg-4503	200	18	:	:	PUNCT
fuelectenerg-4503	200	19	table	table	NOUN
fuelectenerg-4503	200	20	2	2	NUM
fuelectenerg-4503	200	21	output	output	NOUN
fuelectenerg-4503	200	22	values	value	NOUN
fuelectenerg-4503	200	23	warning	warn	VERB
fuelectenerg-4503	200	24	membership	membership	NOUN
fuelectenerg-4503	200	25	function	function	NOUN
fuelectenerg-4503	200	26	output	output	NOUN
fuelectenerg-4503	200	27	value	value	NOUN
fuelectenerg-4503	200	28	triangular	triangular	NOUN
fuelectenerg-4503	200	29	(	(	PUNCT
fuelectenerg-4503	200	30	trimf	trimf	NOUN
fuelectenerg-4503	200	31	)	)	PUNCT
fuelectenerg-4503	200	32	0.538	0.538	NUM
fuelectenerg-4503	200	33	generalized	generalized	ADJ
fuelectenerg-4503	200	34	bell	bell	NOUN
fuelectenerg-4503	200	35	(	(	PUNCT
fuelectenerg-4503	200	36	gbellmf	gbellmf	PROPN
fuelectenerg-4503	200	37	)	)	PUNCT
fuelectenerg-4503	200	38	0.533	0.533	NUM
fuelectenerg-4503	200	39	gaussian	gaussian	ADJ
fuelectenerg-4503	200	40	curve	curve	NOUN
fuelectenerg-4503	200	41	(	(	PUNCT
fuelectenerg-4503	200	42	gaussmf	gaussmf	NOUN
fuelectenerg-4503	200	43	)	)	PUNCT
fuelectenerg-4503	200	44	0.535	0.535	NUM
fuelectenerg-4503	200	45	two	two	NUM
fuelectenerg-4503	200	46	-	-	PUNCT
fuelectenerg-4503	200	47	sided	sided	ADJ
fuelectenerg-4503	200	48	composite	composite	ADJ
fuelectenerg-4503	200	49	gaussian	gaussian	NOUN
fuelectenerg-4503	200	50	curve	curve	NOUN
fuelectenerg-4503	200	51	(	(	PUNCT
fuelectenerg-4503	200	52	gauss2mf	gauss2mf	PROPN
fuelectenerg-4503	200	53	)	)	PUNCT
fuelectenerg-4503	200	54	0.533	0.533	NUM
fuelectenerg-4503	200	55	similarly	similarly	ADV
fuelectenerg-4503	200	56	,	,	PUNCT
fuelectenerg-4503	200	57	in	in	ADP
fuelectenerg-4503	200	58	case	case	NOUN
fuelectenerg-4503	200	59	of	of	ADP
fuelectenerg-4503	200	60	alarm	alarm	NOUN
fuelectenerg-4503	200	61	,	,	PUNCT
fuelectenerg-4503	200	62	for	for	ADP
fuelectenerg-4503	200	63	„	„	PUNCT
fuelectenerg-4503	200	64	alarm	alarm	NOUN
fuelectenerg-4503	200	65	“	"	PUNCT
fuelectenerg-4503	200	66	output	output	NOUN
fuelectenerg-4503	200	67	segment	segment	NOUN
fuelectenerg-4503	200	68	,	,	PUNCT
fuelectenerg-4503	200	69	the	the	DET
fuelectenerg-4503	200	70	following	follow	VERB
fuelectenerg-4503	200	71	values	value	NOUN
fuelectenerg-4503	200	72	are	be	AUX
fuelectenerg-4503	200	73	confirmed	confirm	VERB
fuelectenerg-4503	200	74	:	:	PUNCT
fuelectenerg-4503	200	75	table	table	NOUN
fuelectenerg-4503	200	76	3	3	NUM
fuelectenerg-4503	200	77	output	output	NOUN
fuelectenerg-4503	200	78	values	value	NOUN
fuelectenerg-4503	200	79	alarm	alarm	NOUN
fuelectenerg-4503	200	80	membership	membership	NOUN
fuelectenerg-4503	200	81	function	function	NOUN
fuelectenerg-4503	200	82	output	output	NOUN
fuelectenerg-4503	200	83	value	value	NOUN
fuelectenerg-4503	200	84	triangular	triangular	NOUN
fuelectenerg-4503	200	85	(	(	PUNCT
fuelectenerg-4503	200	86	trimf	trimf	NOUN
fuelectenerg-4503	200	87	)	)	PUNCT
fuelectenerg-4503	200	88	0.945	0.945	NUM
fuelectenerg-4503	200	89	sigmoidal	sigmoidal	NOUN
fuelectenerg-4503	200	90	(	(	PUNCT
fuelectenerg-4503	200	91	sigmf	sigmf	NOUN
fuelectenerg-4503	200	92	)	)	PUNCT
fuelectenerg-4503	200	93	0.943	0.943	NUM
fuelectenerg-4503	200	94	difference	difference	NOUN
fuelectenerg-4503	200	95	between	between	ADP
fuelectenerg-4503	200	96	two	two	NUM
fuelectenerg-4503	200	97	sigmoidal	sigmoidal	NOUN
fuelectenerg-4503	200	98	functions	function	NOUN
fuelectenerg-4503	200	99	(	(	PUNCT
fuelectenerg-4503	200	100	dsigmf	dsigmf	ADJ
fuelectenerg-4503	200	101	)	)	PUNCT
fuelectenerg-4503	200	102	0.944	0.944	NUM
fuelectenerg-4503	200	103	product	product	NOUN
fuelectenerg-4503	200	104	of	of	ADP
fuelectenerg-4503	200	105	two	two	NUM
fuelectenerg-4503	200	106	sigmoidal	sigmoidal	NOUN
fuelectenerg-4503	200	107	functions	function	NOUN
fuelectenerg-4503	200	108	(	(	PUNCT
fuelectenerg-4503	200	109	psigmf	psigmf	NOUN
fuelectenerg-4503	200	110	)	)	PUNCT
fuelectenerg-4503	200	111	0.943	0.943	NUM
fuelectenerg-4503	200	112	looking	look	VERB
fuelectenerg-4503	200	113	at	at	ADP
fuelectenerg-4503	200	114	the	the	DET
fuelectenerg-4503	200	115	results	result	NOUN
fuelectenerg-4503	200	116	from	from	ADP
fuelectenerg-4503	200	117	these	these	DET
fuelectenerg-4503	200	118	tables	table	NOUN
fuelectenerg-4503	200	119	,	,	PUNCT
fuelectenerg-4503	200	120	insignificant	insignificant	ADJ
fuelectenerg-4503	200	121	differences	difference	NOUN
fuelectenerg-4503	200	122	can	can	AUX
fuelectenerg-4503	200	123	be	be	AUX
fuelectenerg-4503	200	124	found	find	VERB
fuelectenerg-4503	200	125	in	in	ADP
fuelectenerg-4503	200	126	output	output	NOUN
fuelectenerg-4503	200	127	values	value	NOUN
fuelectenerg-4503	200	128	.	.	PUNCT
fuelectenerg-4503	201	1	however	however	ADV
fuelectenerg-4503	201	2	,	,	PUNCT
fuelectenerg-4503	201	3	triangular	triangular	ADJ
fuelectenerg-4503	201	4	membership	membership	NOUN
fuelectenerg-4503	201	5	function	function	NOUN
fuelectenerg-4503	201	6	provides	provide	VERB
fuelectenerg-4503	201	7	the	the	DET
fuelectenerg-4503	201	8	largest	large	ADJ
fuelectenerg-4503	201	9	output	output	NOUN
fuelectenerg-4503	201	10	value	value	NOUN
fuelectenerg-4503	201	11	and	and	CCONJ
fuelectenerg-4503	201	12	may	may	AUX
fuelectenerg-4503	201	13	be	be	AUX
fuelectenerg-4503	201	14	concluded	conclude	VERB
fuelectenerg-4503	201	15	that	that	SCONJ
fuelectenerg-4503	201	16	it	it	PRON
fuelectenerg-4503	201	17	is	be	AUX
fuelectenerg-4503	201	18	the	the	DET
fuelectenerg-4503	201	19	most	most	ADV
fuelectenerg-4503	201	20	appropriate	appropriate	ADJ
fuelectenerg-4503	201	21	shape	shape	NOUN
fuelectenerg-4503	201	22	for	for	ADP
fuelectenerg-4503	201	23	application	application	NOUN
fuelectenerg-4503	201	24	in	in	ADP
fuelectenerg-4503	201	25	case	case	NOUN
fuelectenerg-4503	201	26	of	of	ADP
fuelectenerg-4503	201	27	this	this	DET
fuelectenerg-4503	201	28	security	security	NOUN
fuelectenerg-4503	201	29	algorithm	algorithm	NOUN
fuelectenerg-4503	201	30	.	.	PUNCT
fuelectenerg-4503	202	1	ewma	ewma	NOUN
fuelectenerg-4503	202	2	statistics	statistic	NOUN
fuelectenerg-4503	202	3	and	and	CCONJ
fuelectenerg-4503	202	4	fuzzy	fuzzy	ADJ
fuelectenerg-4503	202	5	logic	logic	NOUN
fuelectenerg-4503	202	6	in	in	ADP
fuelectenerg-4503	202	7	function	function	NOUN
fuelectenerg-4503	202	8	of	of	ADP
fuelectenerg-4503	202	9	network	network	NOUN
fuelectenerg-4503	202	10	anomaly	anomaly	NOUN
fuelectenerg-4503	202	11	detection	detection	NOUN
fuelectenerg-4503	202	12	261	261	NUM
fuelectenerg-4503	202	13	simulation	simulation	NOUN
fuelectenerg-4503	202	14	of	of	ADP
fuelectenerg-4503	202	15	algorithm	algorithm	NOUN
fuelectenerg-4503	202	16	in	in	ADP
fuelectenerg-4503	202	17	conditions	condition	NOUN
fuelectenerg-4503	202	18	of	of	ADP
fuelectenerg-4503	202	19	network	network	NOUN
fuelectenerg-4503	202	20	anomaly	anomaly	NOUN
fuelectenerg-4503	202	21	as	as	ADP
fuelectenerg-4503	202	22	an	an	DET
fuelectenerg-4503	202	23	illustration	illustration	NOUN
fuelectenerg-4503	202	24	of	of	ADP
fuelectenerg-4503	202	25	the	the	DET
fuelectenerg-4503	202	26	functioning	functioning	NOUN
fuelectenerg-4503	202	27	of	of	ADP
fuelectenerg-4503	202	28	the	the	DET
fuelectenerg-4503	202	29	described	describe	VERB
fuelectenerg-4503	202	30	anomaly	anomaly	NOUN
fuelectenerg-4503	202	31	detection	detection	NOUN
fuelectenerg-4503	202	32	algorithm	algorithm	NOUN
fuelectenerg-4503	202	33	,	,	PUNCT
fuelectenerg-4503	202	34	the	the	DET
fuelectenerg-4503	202	35	samples	sample	NOUN
fuelectenerg-4503	202	36	of	of	ADP
fuelectenerg-4503	202	37	network	network	NOUN
fuelectenerg-4503	202	38	traffic	traffic	NOUN
fuelectenerg-4503	202	39	(	(	PUNCT
fuelectenerg-4503	202	40	acknowledgement	acknowledgement	NOUN
fuelectenerg-4503	202	41	(	(	PUNCT
fuelectenerg-4503	202	42	ack	ack	NOUN
fuelectenerg-4503	202	43	)	)	PUNCT
fuelectenerg-4503	202	44	numbers	number	NOUN
fuelectenerg-4503	202	45	in	in	ADP
fuelectenerg-4503	202	46	tcp	tcp	NOUN
fuelectenerg-4503	202	47	headers	header	NOUN
fuelectenerg-4503	202	48	)	)	PUNCT
fuelectenerg-4503	202	49	can	can	AUX
fuelectenerg-4503	202	50	serve	serve	VERB
fuelectenerg-4503	202	51	in	in	ADP
fuelectenerg-4503	202	52	observation	observation	NOUN
fuelectenerg-4503	202	53	time	time	NOUN
fuelectenerg-4503	202	54	period	period	NOUN
fuelectenerg-4503	202	55	with	with	ADP
fuelectenerg-4503	202	56	the	the	DET
fuelectenerg-4503	202	57	parameters	parameter	NOUN
fuelectenerg-4503	202	58	calculated	calculate	VERB
fuelectenerg-4503	202	59	on	on	ADP
fuelectenerg-4503	202	60	the	the	DET
fuelectenerg-4503	202	61	basis	basis	NOUN
fuelectenerg-4503	202	62	of	of	ADP
fuelectenerg-4503	202	63	historical	historical	ADJ
fuelectenerg-4503	202	64	data	datum	NOUN
fuelectenerg-4503	202	65	:	:	PUNCT
fuelectenerg-4503	202	66	ewma0	ewma0	NOUN
fuelectenerg-4503	202	67	=	=	PUNCT
fuelectenerg-4503	202	68	50	50	NUM
fuelectenerg-4503	202	69	and	and	CCONJ
fuelectenerg-4503	202	70	σ	σ	NUM
fuelectenerg-4503	202	71	=	=	SYM
fuelectenerg-4503	202	72	2.0539	2.0539	NUM
fuelectenerg-4503	202	73	,	,	PUNCT
fuelectenerg-4503	202	74	with	with	ADP
fuelectenerg-4503	202	75	λ	λ	NOUN
fuelectenerg-4503	202	76	accepted	accept	VERB
fuelectenerg-4503	202	77	to	to	PART
fuelectenerg-4503	202	78	be	be	AUX
fuelectenerg-4503	202	79	0.3	0.3	NUM
fuelectenerg-4503	202	80	(	(	PUNCT
fuelectenerg-4503	202	81	often	often	ADV
fuelectenerg-4503	202	82	used	use	VERB
fuelectenerg-4503	202	83	value	value	NOUN
fuelectenerg-4503	202	84	)	)	PUNCT
fuelectenerg-4503	202	85	.	.	PUNCT
fuelectenerg-4503	203	1	the	the	DET
fuelectenerg-4503	203	2	control	control	NOUN
fuelectenerg-4503	203	3	limits	limit	NOUN
fuelectenerg-4503	203	4	are	be	AUX
fuelectenerg-4503	203	5	in	in	ADP
fuelectenerg-4503	203	6	this	this	DET
fuelectenerg-4503	203	7	case	case	NOUN
fuelectenerg-4503	203	8	:	:	PUNCT
fuelectenerg-4503	203	9	ucl	ucl	X
fuelectenerg-4503	203	10	=	=	PUNCT
fuelectenerg-4503	203	11	50	50	NUM
fuelectenerg-4503	203	12	+	+	NUM
fuelectenerg-4503	203	13	3*(0.4201)*(2.0539	3*(0.4201)*(2.0539	NUM
fuelectenerg-4503	203	14	)	)	PUNCT
fuelectenerg-4503	203	15	=	=	SYM
fuelectenerg-4503	203	16	52.5884	52.5884	NUM
fuelectenerg-4503	204	1	≈	≈	PROPN
fuelectenerg-4503	204	2	52.6	52.6	NUM
fuelectenerg-4503	204	3	lcl	lcl	NOUN
fuelectenerg-4503	204	4	=	=	SYM
fuelectenerg-4503	204	5	50	50	NUM
fuelectenerg-4503	204	6	–	–	PUNCT
fuelectenerg-4503	204	7	3*(0.4201)*(2.0539	3*(0.4201)*(2.0539	NUM
fuelectenerg-4503	204	8	)	)	PUNCT
fuelectenerg-4503	204	9	=	=	SYM
fuelectenerg-4503	204	10	47.4115	47.4115	NUM
fuelectenerg-4503	205	1	≈	≈	PROPN
fuelectenerg-4503	205	2	47.4	47.4	NUM
fuelectenerg-4503	205	3	data	datum	NOUN
fuelectenerg-4503	205	4	from	from	ADP
fuelectenerg-4503	205	5	table	table	NOUN
fuelectenerg-4503	205	6	4	4	NUM
fuelectenerg-4503	205	7	derive	derive	ADJ
fuelectenerg-4503	205	8	from	from	ADP
fuelectenerg-4503	205	9	local	local	ADJ
fuelectenerg-4503	205	10	server	server	NOUN
fuelectenerg-4503	205	11	using	use	VERB
fuelectenerg-4503	205	12	a	a	DET
fuelectenerg-4503	205	13	packet	packet	NOUN
fuelectenerg-4503	205	14	sniffer	sniffer	NOUN
fuelectenerg-4503	205	15	(	(	PUNCT
fuelectenerg-4503	205	16	wireshark	wireshark	NOUN
fuelectenerg-4503	205	17	)	)	PUNCT
fuelectenerg-4503	205	18	that	that	PRON
fuelectenerg-4503	205	19	captures	capture	VERB
fuelectenerg-4503	205	20	and	and	CCONJ
fuelectenerg-4503	205	21	filters	filter	VERB
fuelectenerg-4503	205	22	packets	packet	NOUN
fuelectenerg-4503	205	23	according	accord	VERB
fuelectenerg-4503	205	24	to	to	ADP
fuelectenerg-4503	205	25	specific	specific	ADJ
fuelectenerg-4503	205	26	protocol	protocol	NOUN
fuelectenerg-4503	205	27	.	.	PUNCT
fuelectenerg-4503	206	1	in	in	ADP
fuelectenerg-4503	206	2	order	order	NOUN
fuelectenerg-4503	206	3	to	to	PART
fuelectenerg-4503	206	4	see	see	VERB
fuelectenerg-4503	206	5	only	only	ADV
fuelectenerg-4503	206	6	captured	capture	VERB
fuelectenerg-4503	206	7	packets	packet	NOUN
fuelectenerg-4503	206	8	using	use	VERB
fuelectenerg-4503	206	9	the	the	DET
fuelectenerg-4503	206	10	tcp	tcp	ADJ
fuelectenerg-4503	206	11	protocol	protocol	NOUN
fuelectenerg-4503	206	12	,	,	PUNCT
fuelectenerg-4503	206	13	in	in	ADP
fuelectenerg-4503	206	14	the	the	DET
fuelectenerg-4503	206	15	filter	filter	NOUN
fuelectenerg-4503	206	16	field	field	NOUN
fuelectenerg-4503	206	17	is	be	AUX
fuelectenerg-4503	206	18	necessary	necessary	ADJ
fuelectenerg-4503	206	19	to	to	PART
fuelectenerg-4503	206	20	enter	enter	VERB
fuelectenerg-4503	206	21	"	"	PUNCT
fuelectenerg-4503	206	22	tcp	tcp	INTJ
fuelectenerg-4503	206	23	"	"	PUNCT
fuelectenerg-4503	206	24	as	as	SCONJ
fuelectenerg-4503	206	25	shown	show	VERB
fuelectenerg-4503	206	26	in	in	ADP
fuelectenerg-4503	206	27	figure	figure	NOUN
fuelectenerg-4503	206	28	9	9	NUM
fuelectenerg-4503	206	29	(	(	PUNCT
fuelectenerg-4503	206	30	example	example	NOUN
fuelectenerg-4503	206	31	)	)	PUNCT
fuelectenerg-4503	206	32	.	.	PUNCT
fuelectenerg-4503	207	1	extracting	extract	VERB
fuelectenerg-4503	207	2	the	the	DET
fuelectenerg-4503	207	3	ack	ack	NOUN
fuelectenerg-4503	207	4	numbers	number	NOUN
fuelectenerg-4503	207	5	of	of	ADP
fuelectenerg-4503	207	6	packets	packet	NOUN
fuelectenerg-4503	207	7	(	(	PUNCT
fuelectenerg-4503	207	8	rounded	rounded	ADJ
fuelectenerg-4503	207	9	data	data	NOUN
fuelectenerg-4503	207	10	values	value	NOUN
fuelectenerg-4503	207	11	)	)	PUNCT
fuelectenerg-4503	207	12	is	be	AUX
fuelectenerg-4503	207	13	realized	realize	VERB
fuelectenerg-4503	207	14	35	35	NUM
fuelectenerg-4503	207	15	times	time	NOUN
fuelectenerg-4503	207	16	,	,	PUNCT
fuelectenerg-4503	207	17	at	at	ADP
fuelectenerg-4503	207	18	equal	equal	ADJ
fuelectenerg-4503	207	19	time	time	NOUN
fuelectenerg-4503	207	20	intervals	interval	NOUN
fuelectenerg-4503	207	21	(	(	PUNCT
fuelectenerg-4503	207	22	5	5	NUM
fuelectenerg-4503	207	23	minutes	minute	NOUN
fuelectenerg-4503	207	24	)	)	PUNCT
fuelectenerg-4503	207	25	.	.	PUNCT
fuelectenerg-4503	208	1	fig	fig	NOUN
fuelectenerg-4503	208	2	.	.	PUNCT
fuelectenerg-4503	209	1	9	9	NUM
fuelectenerg-4503	209	2	filtering	filtering	NOUN
fuelectenerg-4503	209	3	tcp	tcp	PROPN
fuelectenerg-4503	209	4	packets	packet	NOUN
fuelectenerg-4503	209	5	262	262	NUM
fuelectenerg-4503	209	6	p.	p.	NOUN
fuelectenerg-4503	209	7	ĉisar	ĉisar	PROPN
fuelectenerg-4503	209	8	,	,	PUNCT
fuelectenerg-4503	209	9	s.	s.	PROPN
fuelectenerg-4503	209	10	maravić	maravić	PROPN
fuelectenerg-4503	209	11	ĉisar	ĉisar	ADJ
fuelectenerg-4503	209	12	table	table	NOUN
fuelectenerg-4503	209	13	4	4	NUM
fuelectenerg-4503	209	14	network	network	NOUN
fuelectenerg-4503	209	15	traffic	traffic	NOUN
fuelectenerg-4503	209	16	samples	sample	NOUN
fuelectenerg-4503	209	17	and	and	CCONJ
fuelectenerg-4503	209	18	ewma	ewma	NOUN
fuelectenerg-4503	209	19	values	value	NOUN
fuelectenerg-4503	209	20	sample	sample	PROPN
fuelectenerg-4503	209	21	data	datum	NOUN
fuelectenerg-4503	209	22	ewma	ewma	VERB
fuelectenerg-4503	209	23	0	0	NUM
fuelectenerg-4503	209	24	50.00	50.00	NUM
fuelectenerg-4503	209	25	1	1	NUM
fuelectenerg-4503	209	26	52	52	NUM
fuelectenerg-4503	209	27	50.60	50.60	NUM
fuelectenerg-4503	209	28	2	2	NUM
fuelectenerg-4503	209	29	47	47	NUM
fuelectenerg-4503	209	30	49.52	49.52	NUM
fuelectenerg-4503	209	31	3	3	NUM
fuelectenerg-4503	209	32	53	53	NUM
fuelectenerg-4503	209	33	50.56	50.56	NUM
fuelectenerg-4503	209	34	4	4	NUM
fuelectenerg-4503	209	35	49.3	49.3	NUM
fuelectenerg-4503	209	36	50.18	50.18	NUM
fuelectenerg-4503	209	37	5	5	NUM
fuelectenerg-4503	209	38	50.1	50.1	NUM
fuelectenerg-4503	209	39	50.16	50.16	NUM
fuelectenerg-4503	209	40	6	6	NUM
fuelectenerg-4503	209	41	47	47	NUM
fuelectenerg-4503	209	42	49.21	49.21	NUM
fuelectenerg-4503	209	43	7	7	NUM
fuelectenerg-4503	209	44	51	51	NUM
fuelectenerg-4503	209	45	49.75	49.75	NUM
fuelectenerg-4503	209	46	8	8	NUM
fuelectenerg-4503	209	47	50.1	50.1	NUM
fuelectenerg-4503	209	48	49.85	49.85	NUM
fuelectenerg-4503	209	49	9	9	NUM
fuelectenerg-4503	209	50	51.2	51.2	NUM
fuelectenerg-4503	209	51	50.26	50.26	NUM
fuelectenerg-4503	209	52	10	10	NUM
fuelectenerg-4503	209	53	50.5	50.5	NUM
fuelectenerg-4503	209	54	50.33	50.33	NUM
fuelectenerg-4503	209	55	11	11	NUM
fuelectenerg-4503	209	56	49.6	49.6	NUM
fuelectenerg-4503	209	57	50.11	50.11	NUM
fuelectenerg-4503	209	58	12	12	NUM
fuelectenerg-4503	209	59	47.6	47.6	NUM
fuelectenerg-4503	209	60	49.36	49.36	NUM
fuelectenerg-4503	209	61	13	13	NUM
fuelectenerg-4503	209	62	49.9	49.9	NUM
fuelectenerg-4503	209	63	49.52	49.52	NUM
fuelectenerg-4503	209	64	14	14	NUM
fuelectenerg-4503	209	65	51.3	51.3	NUM
fuelectenerg-4503	209	66	50.05	50.05	NUM
fuelectenerg-4503	209	67	15	15	NUM
fuelectenerg-4503	209	68	47.8	47.8	NUM
fuelectenerg-4503	209	69	49.38	49.38	NUM
fuelectenerg-4503	209	70	16	16	NUM
fuelectenerg-4503	209	71	51.2	51.2	NUM
fuelectenerg-4503	209	72	49.92	49.92	NUM
fuelectenerg-4503	209	73	17	17	NUM
fuelectenerg-4503	209	74	52.6	52.6	NUM
fuelectenerg-4503	209	75	50.73	50.73	NUM
fuelectenerg-4503	209	76	18	18	NUM
fuelectenerg-4503	209	77	52.4	52.4	NUM
fuelectenerg-4503	209	78	51.23	51.23	NUM
fuelectenerg-4503	209	79	19	19	NUM
fuelectenerg-4503	209	80	53.6	53.6	NUM
fuelectenerg-4503	209	81	51.94	51.94	NUM
fuelectenerg-4503	209	82	20	20	NUM
fuelectenerg-4503	209	83	52.1	52.1	NUM
fuelectenerg-4503	209	84	51.99	51.99	NUM
fuelectenerg-4503	209	85	21	21	NUM
fuelectenerg-4503	209	86	53.9	53.9	NUM
fuelectenerg-4503	209	87	52.56	52.56	NUM
fuelectenerg-4503	209	88	22	22	NUM
fuelectenerg-4503	209	89	53	53	NUM
fuelectenerg-4503	209	90	52.69	52.69	NUM
fuelectenerg-4503	209	91	23	23	NUM
fuelectenerg-4503	209	92	52.9	52.9	NUM
fuelectenerg-4503	209	93	52.76	52.76	NUM
fuelectenerg-4503	209	94	24	24	NUM
fuelectenerg-4503	209	95	52.5	52.5	NUM
fuelectenerg-4503	209	96	52.68	52.68	NUM
fuelectenerg-4503	209	97	25	25	NUM
fuelectenerg-4503	209	98	51.8	51.8	NUM
fuelectenerg-4503	209	99	52.42	52.42	NUM
fuelectenerg-4503	209	100	26	26	NUM
fuelectenerg-4503	209	101	49.7	49.7	NUM
fuelectenerg-4503	209	102	51.60	51.60	NUM
fuelectenerg-4503	209	103	27	27	NUM
fuelectenerg-4503	209	104	50.5	50.5	NUM
fuelectenerg-4503	209	105	51.27	51.27	NUM
fuelectenerg-4503	209	106	28	28	NUM
fuelectenerg-4503	209	107	49.9	49.9	NUM
fuelectenerg-4503	209	108	50.86	50.86	NUM
fuelectenerg-4503	209	109	29	29	NUM
fuelectenerg-4503	209	110	48.5	48.5	NUM
fuelectenerg-4503	209	111	50.15	50.15	NUM
fuelectenerg-4503	209	112	30	30	NUM
fuelectenerg-4503	209	113	49.6	49.6	NUM
fuelectenerg-4503	209	114	49.99	49.99	NUM
fuelectenerg-4503	209	115	31	31	NUM
fuelectenerg-4503	209	116	51.2	51.2	NUM
fuelectenerg-4503	209	117	50.35	50.35	NUM
fuelectenerg-4503	209	118	32	32	NUM
fuelectenerg-4503	209	119	48.3	48.3	NUM
fuelectenerg-4503	209	120	49.74	49.74	NUM
fuelectenerg-4503	209	121	33	33	NUM
fuelectenerg-4503	209	122	50	50	NUM
fuelectenerg-4503	209	123	49.81	49.81	NUM
fuelectenerg-4503	209	124	34	34	NUM
fuelectenerg-4503	209	125	50.4	50.4	NUM
fuelectenerg-4503	209	126	49.99	49.99	NUM
fuelectenerg-4503	209	127	35	35	NUM
fuelectenerg-4503	209	128	51.6	51.6	NUM
fuelectenerg-4503	209	129	50.47	50.47	NUM
fuelectenerg-4503	209	130	analyzing	analyze	VERB
fuelectenerg-4503	209	131	the	the	DET
fuelectenerg-4503	209	132	values	value	NOUN
fuelectenerg-4503	209	133	in	in	ADP
fuelectenerg-4503	209	134	the	the	DET
fuelectenerg-4503	209	135	table	table	NOUN
fuelectenerg-4503	209	136	above	above	ADV
fuelectenerg-4503	209	137	,	,	PUNCT
fuelectenerg-4503	209	138	it	it	PRON
fuelectenerg-4503	209	139	should	should	AUX
fuelectenerg-4503	209	140	be	be	AUX
fuelectenerg-4503	209	141	noted	note	VERB
fuelectenerg-4503	209	142	that	that	SCONJ
fuelectenerg-4503	209	143	three	three	NUM
fuelectenerg-4503	209	144	consecutive	consecutive	ADJ
fuelectenerg-4503	209	145	values	value	NOUN
fuelectenerg-4503	209	146	of	of	ADP
fuelectenerg-4503	209	147	network	network	NOUN
fuelectenerg-4503	209	148	traffic	traffic	NOUN
fuelectenerg-4503	209	149	in	in	ADP
fuelectenerg-4503	209	150	the	the	DET
fuelectenerg-4503	209	151	marked	mark	VERB
fuelectenerg-4503	209	152	samples	sample	NOUN
fuelectenerg-4503	209	153	21	21	NUM
fuelectenerg-4503	209	154	-	-	SYM
fuelectenerg-4503	209	155	23	23	NUM
fuelectenerg-4503	209	156	are	be	AUX
fuelectenerg-4503	209	157	above	above	ADP
fuelectenerg-4503	209	158	the	the	DET
fuelectenerg-4503	209	159	ucl	ucl	PROPN
fuelectenerg-4503	209	160	(	(	PUNCT
fuelectenerg-4503	209	161	the	the	DET
fuelectenerg-4503	209	162	19th	19th	ADJ
fuelectenerg-4503	209	163	sample	sample	NOUN
fuelectenerg-4503	209	164	is	be	AUX
fuelectenerg-4503	209	165	a	a	DET
fuelectenerg-4503	209	166	single	single	ADJ
fuelectenerg-4503	209	167	case	case	NOUN
fuelectenerg-4503	209	168	that	that	PRON
fuelectenerg-4503	209	169	is	be	AUX
fuelectenerg-4503	209	170	not	not	PART
fuelectenerg-4503	209	171	of	of	ADP
fuelectenerg-4503	209	172	interest	interest	NOUN
fuelectenerg-4503	209	173	for	for	ADP
fuelectenerg-4503	209	174	analysis	analysis	NOUN
fuelectenerg-4503	209	175	)	)	PUNCT
fuelectenerg-4503	209	176	,	,	PUNCT
fuelectenerg-4503	209	177	simulating	simulate	VERB
fuelectenerg-4503	209	178	in	in	ADP
fuelectenerg-4503	209	179	this	this	DET
fuelectenerg-4503	209	180	way	way	NOUN
fuelectenerg-4503	209	181	the	the	DET
fuelectenerg-4503	209	182	situation	situation	NOUN
fuelectenerg-4503	209	183	suspicious	suspicious	ADJ
fuelectenerg-4503	209	184	to	to	ADP
fuelectenerg-4503	209	185	alarm	alarm	NOUN
fuelectenerg-4503	209	186	.	.	PUNCT
fuelectenerg-4503	210	1	these	these	DET
fuelectenerg-4503	210	2	elevated	elevated	ADJ
fuelectenerg-4503	210	3	traffic	traffic	NOUN
fuelectenerg-4503	210	4	values	value	NOUN
fuelectenerg-4503	210	5	result	result	VERB
fuelectenerg-4503	210	6	in	in	ADP
fuelectenerg-4503	210	7	expected	expected	ADJ
fuelectenerg-4503	210	8	increase	increase	NOUN
fuelectenerg-4503	210	9	in	in	ADP
fuelectenerg-4503	210	10	the	the	DET
fuelectenerg-4503	210	11	three	three	NUM
fuelectenerg-4503	210	12	consecutive	consecutive	ADJ
fuelectenerg-4503	210	13	ewma	ewma	NOUN
fuelectenerg-4503	210	14	values	value	NOUN
fuelectenerg-4503	210	15	(	(	PUNCT
fuelectenerg-4503	210	16	22	22	NUM
fuelectenerg-4503	210	17	-	-	SYM
fuelectenerg-4503	210	18	24	24	NUM
fuelectenerg-4503	210	19	marked	mark	VERB
fuelectenerg-4503	210	20	)	)	PUNCT
fuelectenerg-4503	210	21	,	,	PUNCT
fuelectenerg-4503	210	22	which	which	PRON
fuelectenerg-4503	210	23	also	also	ADV
fuelectenerg-4503	210	24	exceed	exceed	VERB
fuelectenerg-4503	210	25	the	the	DET
fuelectenerg-4503	210	26	ucl	ucl	PROPN
fuelectenerg-4503	210	27	value	value	NOUN
fuelectenerg-4503	210	28	.	.	PUNCT
fuelectenerg-4503	211	1	accepting	accept	VERB
fuelectenerg-4503	211	2	that	that	SCONJ
fuelectenerg-4503	211	3	each	each	DET
fuelectenerg-4503	211	4	network	network	NOUN
fuelectenerg-4503	211	5	value	value	NOUN
fuelectenerg-4503	211	6	that	that	PRON
fuelectenerg-4503	211	7	is	be	AUX
fuelectenerg-4503	211	8	for	for	ADP
fuelectenerg-4503	211	9	20	20	NUM
fuelectenerg-4503	211	10	%	%	NOUN
fuelectenerg-4503	211	11	or	or	CCONJ
fuelectenerg-4503	211	12	more	more	ADV
fuelectenerg-4503	211	13	greater	great	ADJ
fuelectenerg-4503	211	14	than	than	ADP
fuelectenerg-4503	211	15	ucl	ucl	PROPN
fuelectenerg-4503	211	16	(	(	PUNCT
fuelectenerg-4503	211	17	threshold	threshold	NOUN
fuelectenerg-4503	211	18	=	=	SYM
fuelectenerg-4503	211	19	1.2*ucl	1.2*ucl	NUM
fuelectenerg-4503	211	20	,	,	PUNCT
fuelectenerg-4503	211	21	analogy	analogy	NOUN
fuelectenerg-4503	211	22	with	with	ADP
fuelectenerg-4503	211	23	fig	fig	NOUN
fuelectenerg-4503	211	24	.	.	PUNCT
fuelectenerg-4503	212	1	2	2	NUM
fuelectenerg-4503	212	2	)	)	PUNCT
fuelectenerg-4503	212	3	is	be	AUX
fuelectenerg-4503	212	4	a	a	DET
fuelectenerg-4503	212	5	situation	situation	NOUN
fuelectenerg-4503	212	6	which	which	PRON
fuelectenerg-4503	212	7	can	can	AUX
fuelectenerg-4503	212	8	be	be	AUX
fuelectenerg-4503	212	9	interpreted	interpret	VERB
fuelectenerg-4503	212	10	as	as	ADP
fuelectenerg-4503	212	11	a	a	DET
fuelectenerg-4503	212	12	certain	certain	ADJ
fuelectenerg-4503	212	13	alarm	alarm	NOUN
fuelectenerg-4503	212	14	,	,	PUNCT
fuelectenerg-4503	212	15	and	and	CCONJ
fuelectenerg-4503	212	16	bearing	bear	VERB
fuelectenerg-4503	212	17	in	in	ADP
fuelectenerg-4503	212	18	mind	mind	NOUN
fuelectenerg-4503	212	19	the	the	DET
fuelectenerg-4503	212	20	form	form	NOUN
fuelectenerg-4503	212	21	of	of	ADP
fuelectenerg-4503	212	22	membership	membership	NOUN
fuelectenerg-4503	212	23	functions	function	NOUN
fuelectenerg-4503	212	24	(	(	PUNCT
fuelectenerg-4503	212	25	fig	fig	NOUN
fuelectenerg-4503	212	26	.	.	PUNCT
fuelectenerg-4503	213	1	5	5	NUM
fuelectenerg-4503	213	2	)	)	PUNCT
fuelectenerg-4503	213	3	,	,	PUNCT
fuelectenerg-4503	213	4	the	the	DET
fuelectenerg-4503	213	5	situation	situation	NOUN
fuelectenerg-4503	213	6	of	of	ADP
fuelectenerg-4503	213	7	warning	warning	NOUN
fuelectenerg-4503	213	8	is	be	AUX
fuelectenerg-4503	213	9	at	at	ADP
fuelectenerg-4503	213	10	about	about	ADV
fuelectenerg-4503	213	11	80	80	NUM
fuelectenerg-4503	213	12	%	%	NOUN
fuelectenerg-4503	213	13	(	(	PUNCT
fuelectenerg-4503	213	14	between	between	ADP
fuelectenerg-4503	213	15	0.75	0.75	NUM
fuelectenerg-4503	213	16	and	and	CCONJ
fuelectenerg-4503	213	17	0.9	0.9	NUM
fuelectenerg-4503	213	18	more	more	ADV
fuelectenerg-4503	213	19	precisely	precisely	ADV
fuelectenerg-4503	213	20	)	)	PUNCT
fuelectenerg-4503	213	21	of	of	ADP
fuelectenerg-4503	213	22	the	the	DET
fuelectenerg-4503	213	23	alarm	alarm	NOUN
fuelectenerg-4503	213	24	situation	situation	NOUN
fuelectenerg-4503	213	25	,	,	PUNCT
fuelectenerg-4503	213	26	which	which	PRON
fuelectenerg-4503	213	27	is	be	AUX
fuelectenerg-4503	213	28	0.8	0.8	NUM
fuelectenerg-4503	213	29	*	*	SYM
fuelectenerg-4503	213	30	0.2	0.2	NUM
fuelectenerg-4503	213	31	=	=	SYM
fuelectenerg-4503	213	32	0.16	0.16	NUM
fuelectenerg-4503	213	33	.	.	PUNCT
fuelectenerg-4503	214	1	it	it	PRON
fuelectenerg-4503	214	2	gives	give	VERB
fuelectenerg-4503	214	3	an	an	DET
fuelectenerg-4503	214	4	alarm	alarm	NOUN
fuelectenerg-4503	214	5	threshold	threshold	NOUN
fuelectenerg-4503	214	6	value	value	NOUN
fuelectenerg-4503	214	7	of	of	ADP
fuelectenerg-4503	214	8	52.75	52.75	NUM
fuelectenerg-4503	214	9	(	(	PUNCT
fuelectenerg-4503	214	10	ucl	ucl	PROPN
fuelectenerg-4503	214	11	+	+	X
fuelectenerg-4503	214	12	0.16	0.16	NUM
fuelectenerg-4503	214	13	)	)	PUNCT
fuelectenerg-4503	214	14	.	.	PUNCT
fuelectenerg-4503	215	1	among	among	ADP
fuelectenerg-4503	215	2	the	the	DET
fuelectenerg-4503	215	3	three	three	NUM
fuelectenerg-4503	215	4	marked	mark	VERB
fuelectenerg-4503	215	5	ewma	ewma	NOUN
fuelectenerg-4503	215	6	values	value	NOUN
fuelectenerg-4503	215	7	that	that	PRON
fuelectenerg-4503	215	8	exceeded	exceed	VERB
fuelectenerg-4503	215	9	the	the	DET
fuelectenerg-4503	215	10	threshold	threshold	NOUN
fuelectenerg-4503	215	11	,	,	PUNCT
fuelectenerg-4503	215	12	only	only	ADV
fuelectenerg-4503	215	13	one	one	NUM
fuelectenerg-4503	215	14	was	be	AUX
fuelectenerg-4503	215	15	greater	great	ADJ
fuelectenerg-4503	215	16	than	than	ADP
fuelectenerg-4503	215	17	52.75	52.75	NUM
fuelectenerg-4503	215	18	.	.	PUNCT
fuelectenerg-4503	216	1	deciding	decide	VERB
fuelectenerg-4503	216	2	on	on	ADP
fuelectenerg-4503	216	3	ewma	ewma	NOUN
fuelectenerg-4503	216	4	statistics	statistic	NOUN
fuelectenerg-4503	216	5	and	and	CCONJ
fuelectenerg-4503	216	6	fuzzy	fuzzy	ADJ
fuelectenerg-4503	216	7	logic	logic	NOUN
fuelectenerg-4503	216	8	in	in	ADP
fuelectenerg-4503	216	9	function	function	NOUN
fuelectenerg-4503	216	10	of	of	ADP
fuelectenerg-4503	216	11	network	network	NOUN
fuelectenerg-4503	216	12	anomaly	anomaly	NOUN
fuelectenerg-4503	216	13	detection	detection	NOUN
fuelectenerg-4503	216	14	263	263	NUM
fuelectenerg-4503	216	15	the	the	DET
fuelectenerg-4503	216	16	basis	basis	NOUN
fuelectenerg-4503	216	17	of	of	ADP
fuelectenerg-4503	216	18	the	the	DET
fuelectenerg-4503	216	19	majority	majority	NOUN
fuelectenerg-4503	216	20	logic	logic	NOUN
fuelectenerg-4503	216	21	(	(	PUNCT
fuelectenerg-4503	216	22	one	one	NUM
fuelectenerg-4503	216	23	alarm	alarm	NOUN
fuelectenerg-4503	216	24	situation	situation	NOUN
fuelectenerg-4503	216	25	and	and	CCONJ
fuelectenerg-4503	216	26	two	two	NUM
fuelectenerg-4503	216	27	warnings	warning	NOUN
fuelectenerg-4503	216	28	)	)	PUNCT
fuelectenerg-4503	216	29	,	,	PUNCT
fuelectenerg-4503	216	30	it	it	PRON
fuelectenerg-4503	216	31	is	be	AUX
fuelectenerg-4503	216	32	concluded	conclude	VERB
fuelectenerg-4503	216	33	that	that	SCONJ
fuelectenerg-4503	216	34	the	the	DET
fuelectenerg-4503	216	35	analyzed	analyze	VERB
fuelectenerg-4503	216	36	network	network	NOUN
fuelectenerg-4503	216	37	situation	situation	NOUN
fuelectenerg-4503	216	38	can	can	AUX
fuelectenerg-4503	216	39	be	be	AUX
fuelectenerg-4503	216	40	interpreted	interpret	VERB
fuelectenerg-4503	216	41	as	as	ADP
fuelectenerg-4503	216	42	a	a	DET
fuelectenerg-4503	216	43	warning	warning	NOUN
fuelectenerg-4503	216	44	.	.	PUNCT
fuelectenerg-4503	217	1	6	6	X
fuelectenerg-4503	217	2	.	.	X
fuelectenerg-4503	217	3	improvement	improvement	NOUN
fuelectenerg-4503	217	4	of	of	ADP
fuelectenerg-4503	217	5	results	result	NOUN
fuelectenerg-4503	217	6	in	in	ADP
fuelectenerg-4503	217	7	further	further	ADJ
fuelectenerg-4503	217	8	phase	phase	NOUN
fuelectenerg-4503	217	9	of	of	ADP
fuelectenerg-4503	217	10	research	research	NOUN
fuelectenerg-4503	217	11	,	,	PUNCT
fuelectenerg-4503	217	12	the	the	DET
fuelectenerg-4503	217	13	improvement	improvement	NOUN
fuelectenerg-4503	217	14	possibility	possibility	NOUN
fuelectenerg-4503	217	15	of	of	ADP
fuelectenerg-4503	217	16	previously	previously	ADV
fuelectenerg-4503	217	17	obtained	obtain	VERB
fuelectenerg-4503	217	18	results	result	NOUN
fuelectenerg-4503	217	19	will	will	AUX
fuelectenerg-4503	217	20	be	be	AUX
fuelectenerg-4503	217	21	examined	examine	VERB
fuelectenerg-4503	217	22	.	.	PUNCT
fuelectenerg-4503	218	1	in	in	ADP
fuelectenerg-4503	218	2	that	that	DET
fuelectenerg-4503	218	3	sense	sense	NOUN
fuelectenerg-4503	218	4	,	,	PUNCT
fuelectenerg-4503	218	5	the	the	DET
fuelectenerg-4503	218	6	idea	idea	NOUN
fuelectenerg-4503	218	7	was	be	AUX
fuelectenerg-4503	218	8	to	to	PART
fuelectenerg-4503	218	9	predefine	predefine	VERB
fuelectenerg-4503	218	10	some	some	PRON
fuelectenerg-4503	218	11	of	of	ADP
fuelectenerg-4503	218	12	the	the	DET
fuelectenerg-4503	218	13	built	build	VERB
fuelectenerg-4503	218	14	-	-	PUNCT
fuelectenerg-4503	218	15	in	in	ADP
fuelectenerg-4503	218	16	fuzzy	fuzzy	ADJ
fuelectenerg-4503	218	17	operators	operator	NOUN
fuelectenerg-4503	218	18	,	,	PUNCT
fuelectenerg-4503	218	19	because	because	SCONJ
fuelectenerg-4503	218	20	fuzzy	fuzzy	ADJ
fuelectenerg-4503	218	21	logic	logic	NOUN
fuelectenerg-4503	218	22	toolbox	toolbox	NOUN
fuelectenerg-4503	218	23	offers	offer	VERB
fuelectenerg-4503	218	24	this	this	DET
fuelectenerg-4503	218	25	opportunity	opportunity	NOUN
fuelectenerg-4503	218	26	.	.	PUNCT
fuelectenerg-4503	219	1	the	the	DET
fuelectenerg-4503	219	2	situation	situation	NOUN
fuelectenerg-4503	219	3	when	when	SCONJ
fuelectenerg-4503	219	4	all	all	DET
fuelectenerg-4503	219	5	three	three	NUM
fuelectenerg-4503	219	6	inputs	input	NOUN
fuelectenerg-4503	219	7	have	have	VERB
fuelectenerg-4503	219	8	high	high	ADJ
fuelectenerg-4503	219	9	values	value	NOUN
fuelectenerg-4503	219	10	was	be	AUX
fuelectenerg-4503	219	11	analyzed	analyze	VERB
fuelectenerg-4503	219	12	.	.	PUNCT
fuelectenerg-4503	220	1	firstly	firstly	ADV
fuelectenerg-4503	220	2	,	,	PUNCT
fuelectenerg-4503	220	3	it	it	PRON
fuelectenerg-4503	220	4	is	be	AUX
fuelectenerg-4503	220	5	found	find	VERB
fuelectenerg-4503	220	6	that	that	SCONJ
fuelectenerg-4503	220	7	the	the	DET
fuelectenerg-4503	220	8	choice	choice	NOUN
fuelectenerg-4503	220	9	of	of	ADP
fuelectenerg-4503	220	10	some	some	DET
fuelectenerg-4503	220	11	other	other	ADJ
fuelectenerg-4503	220	12	or	or	CCONJ
fuelectenerg-4503	220	13	method	method	NOUN
fuelectenerg-4503	220	14	and	and	CCONJ
fuelectenerg-4503	220	15	aggregation	aggregation	NOUN
fuelectenerg-4503	220	16	does	do	AUX
fuelectenerg-4503	220	17	not	not	PART
fuelectenerg-4503	220	18	affect	affect	VERB
fuelectenerg-4503	220	19	the	the	DET
fuelectenerg-4503	220	20	output	output	NOUN
fuelectenerg-4503	220	21	value	value	NOUN
fuelectenerg-4503	220	22	.	.	PUNCT
fuelectenerg-4503	221	1	in	in	ADP
fuelectenerg-4503	221	2	and	and	CCONJ
fuelectenerg-4503	221	3	method	method	VERB
fuelectenerg-4503	221	4	,	,	PUNCT
fuelectenerg-4503	221	5	the	the	DET
fuelectenerg-4503	221	6	options	option	NOUN
fuelectenerg-4503	221	7	“	"	PUNCT
fuelectenerg-4503	221	8	min	min	NOUN
fuelectenerg-4503	221	9	“	"	PUNCT
fuelectenerg-4503	221	10	and	and	CCONJ
fuelectenerg-4503	221	11	“	"	PUNCT
fuelectenerg-4503	221	12	prod	prod	NOUN
fuelectenerg-4503	221	13	“	"	PUNCT
fuelectenerg-4503	221	14	were	be	AUX
fuelectenerg-4503	221	15	examined	examine	VERB
fuelectenerg-4503	221	16	and	and	CCONJ
fuelectenerg-4503	221	17	determined	determine	VERB
fuelectenerg-4503	221	18	the	the	DET
fuelectenerg-4503	221	19	correspondent	correspondent	NOUN
fuelectenerg-4503	221	20	output	output	NOUN
fuelectenerg-4503	221	21	values	value	NOUN
fuelectenerg-4503	221	22	0.945	0.945	NUM
fuelectenerg-4503	221	23	(	(	PUNCT
fuelectenerg-4503	221	24	min	min	NOUN
fuelectenerg-4503	221	25	)	)	PUNCT
fuelectenerg-4503	221	26	and	and	CCONJ
fuelectenerg-4503	221	27	0.934	0.934	NUM
fuelectenerg-4503	221	28	(	(	PUNCT
fuelectenerg-4503	221	29	prod	prod	NOUN
fuelectenerg-4503	221	30	)	)	PUNCT
fuelectenerg-4503	221	31	.	.	PUNCT
fuelectenerg-4503	222	1	in	in	ADP
fuelectenerg-4503	222	2	this	this	DET
fuelectenerg-4503	222	3	research	research	NOUN
fuelectenerg-4503	222	4	,	,	PUNCT
fuelectenerg-4503	222	5	instead	instead	ADV
fuelectenerg-4503	222	6	of	of	ADP
fuelectenerg-4503	222	7	function	function	NOUN
fuelectenerg-4503	222	8	“	"	PUNCT
fuelectenerg-4503	222	9	min	min	NOUN
fuelectenerg-4503	222	10	“	"	PUNCT
fuelectenerg-4503	222	11	,	,	PUNCT
fuelectenerg-4503	222	12	the	the	DET
fuelectenerg-4503	222	13	function	function	NOUN
fuelectenerg-4503	222	14	of	of	ADP
fuelectenerg-4503	222	15	square	square	ADJ
fuelectenerg-4503	222	16	root	root	NOUN
fuelectenerg-4503	222	17	of	of	ADP
fuelectenerg-4503	222	18	minimum	minimum	NOUN
fuelectenerg-4503	222	19	is	be	AUX
fuelectenerg-4503	222	20	proposed	propose	VERB
fuelectenerg-4503	222	21	and	and	CCONJ
fuelectenerg-4503	222	22	tested	test	VERB
fuelectenerg-4503	222	23	its	its	PRON
fuelectenerg-4503	222	24	impact	impact	NOUN
fuelectenerg-4503	222	25	on	on	ADP
fuelectenerg-4503	222	26	the	the	DET
fuelectenerg-4503	222	27	output	output	NOUN
fuelectenerg-4503	222	28	value	value	NOUN
fuelectenerg-4503	222	29	.	.	PUNCT
fuelectenerg-4503	223	1	this	this	DET
fuelectenerg-4503	223	2	function	function	NOUN
fuelectenerg-4503	223	3	is	be	AUX
fuelectenerg-4503	223	4	defined	define	VERB
fuelectenerg-4503	223	5	in	in	ADP
fuelectenerg-4503	223	6	file	file	NOUN
fuelectenerg-4503	223	7	customand.m	customand.m	NOUN
fuelectenerg-4503	223	8	as	as	ADP
fuelectenerg-4503	223	9	:	:	PUNCT
fuelectenerg-4503	223	10	function	function	VERB
fuelectenerg-4503	223	11	y	y	PROPN
fuelectenerg-4503	223	12	=	=	SYM
fuelectenerg-4503	223	13	customand(x	customand(x	NOUN
fuelectenerg-4503	223	14	)	)	PUNCT
fuelectenerg-4503	223	15	y	y	PROPN
fuelectenerg-4503	223	16	=	=	NOUN
fuelectenerg-4503	223	17	sqrt(min(x	sqrt(min(x	PROPN
fuelectenerg-4503	223	18	)	)	PUNCT
fuelectenerg-4503	223	19	)	)	PUNCT
fuelectenerg-4503	223	20	,	,	PUNCT
fuelectenerg-4503	223	21	and	and	CCONJ
fuelectenerg-4503	223	22	gave	give	VERB
fuelectenerg-4503	223	23	the	the	DET
fuelectenerg-4503	223	24	output	output	NOUN
fuelectenerg-4503	223	25	result	result	NOUN
fuelectenerg-4503	223	26	0.949	0.949	NUM
fuelectenerg-4503	223	27	,	,	PUNCT
fuelectenerg-4503	223	28	which	which	PRON
fuelectenerg-4503	223	29	is	be	AUX
fuelectenerg-4503	223	30	better	well	ADJ
fuelectenerg-4503	223	31	than	than	ADP
fuelectenerg-4503	223	32	“	"	PUNCT
fuelectenerg-4503	223	33	min	min	ADJ
fuelectenerg-4503	223	34	“	"	PUNCT
fuelectenerg-4503	223	35	function	function	NOUN
fuelectenerg-4503	223	36	’s	’s	PART
fuelectenerg-4503	223	37	result	result	NOUN
fuelectenerg-4503	223	38	.	.	PUNCT
fuelectenerg-4503	224	1	in	in	ADP
fuelectenerg-4503	224	2	addition	addition	NOUN
fuelectenerg-4503	224	3	to	to	ADP
fuelectenerg-4503	224	4	this	this	PRON
fuelectenerg-4503	224	5	,	,	PUNCT
fuelectenerg-4503	224	6	research	research	NOUN
fuelectenerg-4503	224	7	has	have	AUX
fuelectenerg-4503	224	8	shown	show	VERB
fuelectenerg-4503	224	9	that	that	SCONJ
fuelectenerg-4503	224	10	“	"	PUNCT
fuelectenerg-4503	224	11	prod	prod	X
fuelectenerg-4503	224	12	“	"	PUNCT
fuelectenerg-4503	224	13	function	function	NOUN
fuelectenerg-4503	224	14	from	from	ADP
fuelectenerg-4503	224	15	implication	implication	NOUN
fuelectenerg-4503	224	16	part	part	NOUN
fuelectenerg-4503	224	17	generates	generate	VERB
fuelectenerg-4503	224	18	higher	high	ADJ
fuelectenerg-4503	224	19	output	output	NOUN
fuelectenerg-4503	224	20	signal	signal	NOUN
fuelectenerg-4503	224	21	then	then	ADV
fuelectenerg-4503	224	22	“	"	PUNCT
fuelectenerg-4503	224	23	min	min	ADJ
fuelectenerg-4503	224	24	“	"	PUNCT
fuelectenerg-4503	224	25	function	function	NOUN
fuelectenerg-4503	224	26	,	,	PUNCT
fuelectenerg-4503	224	27	which	which	PRON
fuelectenerg-4503	224	28	represents	represent	VERB
fuelectenerg-4503	224	29	another	another	DET
fuelectenerg-4503	224	30	improvement	improvement	NOUN
fuelectenerg-4503	224	31	.	.	PUNCT
fuelectenerg-4503	225	1	similarly	similarly	ADV
fuelectenerg-4503	225	2	,	,	PUNCT
fuelectenerg-4503	225	3	it	it	PRON
fuelectenerg-4503	225	4	is	be	AUX
fuelectenerg-4503	225	5	shown	show	VERB
fuelectenerg-4503	225	6	that	that	SCONJ
fuelectenerg-4503	225	7	“	"	PUNCT
fuelectenerg-4503	225	8	mom	mom	NOUN
fuelectenerg-4503	225	9	“	"	PUNCT
fuelectenerg-4503	225	10	option	option	NOUN
fuelectenerg-4503	225	11	(	(	PUNCT
fuelectenerg-4503	225	12	mean	mean	NOUN
fuelectenerg-4503	225	13	of	of	ADP
fuelectenerg-4503	225	14	maximum	maximum	ADJ
fuelectenerg-4503	225	15	)	)	PUNCT
fuelectenerg-4503	225	16	instead	instead	ADV
fuelectenerg-4503	225	17	of	of	ADP
fuelectenerg-4503	225	18	popular	popular	ADJ
fuelectenerg-4503	225	19	“	"	PUNCT
fuelectenerg-4503	225	20	centroid	centroid	NOUN
fuelectenerg-4503	225	21	“	"	PUNCT
fuelectenerg-4503	225	22	from	from	ADP
fuelectenerg-4503	225	23	defuzzification	defuzzification	NOUN
fuelectenerg-4503	225	24	part	part	NOUN
fuelectenerg-4503	225	25	has	have	VERB
fuelectenerg-4503	225	26	the	the	DET
fuelectenerg-4503	225	27	greatest	great	ADJ
fuelectenerg-4503	225	28	impact	impact	NOUN
fuelectenerg-4503	225	29	on	on	ADP
fuelectenerg-4503	225	30	output	output	NOUN
fuelectenerg-4503	225	31	.	.	PUNCT
fuelectenerg-4503	226	1	considering	consider	VERB
fuelectenerg-4503	226	2	the	the	DET
fuelectenerg-4503	226	3	previous	previous	ADJ
fuelectenerg-4503	226	4	improvements	improvement	NOUN
fuelectenerg-4503	226	5	,	,	PUNCT
fuelectenerg-4503	226	6	testing	test	VERB
fuelectenerg-4503	226	7	the	the	DET
fuelectenerg-4503	226	8	output	output	NOUN
fuelectenerg-4503	226	9	values	value	NOUN
fuelectenerg-4503	226	10	was	be	AUX
fuelectenerg-4503	226	11	performed	perform	VERB
fuelectenerg-4503	226	12	with	with	ADP
fuelectenerg-4503	226	13	the	the	DET
fuelectenerg-4503	226	14	following	follow	VERB
fuelectenerg-4503	226	15	selected	select	VERB
fuelectenerg-4503	226	16	options	option	NOUN
fuelectenerg-4503	226	17	(	(	PUNCT
fuelectenerg-4503	226	18	fig	fig	NOUN
fuelectenerg-4503	226	19	.	.	PUNCT
fuelectenerg-4503	226	20	10	10	NUM
fuelectenerg-4503	226	21	)	)	PUNCT
fuelectenerg-4503	226	22	.	.	PUNCT
fuelectenerg-4503	227	1	the	the	DET
fuelectenerg-4503	227	2	final	final	ADJ
fuelectenerg-4503	227	3	result	result	NOUN
fuelectenerg-4503	227	4	of	of	ADP
fuelectenerg-4503	227	5	this	this	DET
fuelectenerg-4503	227	6	research	research	NOUN
fuelectenerg-4503	227	7	is	be	AUX
fuelectenerg-4503	227	8	given	give	VERB
fuelectenerg-4503	227	9	by	by	ADP
fuelectenerg-4503	227	10	fig	fig	NOUN
fuelectenerg-4503	227	11	.	.	PUNCT
fuelectenerg-4503	228	1	11	11	NUM
fuelectenerg-4503	228	2	.	.	X
fuelectenerg-4503	228	3	fig	fig	NOUN
fuelectenerg-4503	228	4	.	.	PUNCT
fuelectenerg-4503	229	1	10	10	NUM
fuelectenerg-4503	229	2	the	the	DET
fuelectenerg-4503	229	3	final	final	ADJ
fuelectenerg-4503	229	4	fuzzy	fuzzy	ADJ
fuelectenerg-4503	229	5	inference	inference	NOUN
fuelectenerg-4503	229	6	options	option	NOUN
fuelectenerg-4503	229	7	fig	fig	NOUN
fuelectenerg-4503	229	8	.	.	PUNCT
fuelectenerg-4503	230	1	11	11	NUM
fuelectenerg-4503	231	1	the	the	DET
fuelectenerg-4503	231	2	final	final	ADJ
fuelectenerg-4503	231	3	result	result	NOUN
fuelectenerg-4503	231	4	264	264	NUM
fuelectenerg-4503	231	5	p.	p.	NOUN
fuelectenerg-4503	231	6	ĉisar	ĉisar	NOUN
fuelectenerg-4503	231	7	,	,	PUNCT
fuelectenerg-4503	231	8	s.	s.	PROPN
fuelectenerg-4503	231	9	maravić	maravić	PROPN
fuelectenerg-4503	231	10	ĉisar	ĉisar	VERB
fuelectenerg-4503	231	11	analyzing	analyze	VERB
fuelectenerg-4503	231	12	the	the	DET
fuelectenerg-4503	231	13	last	last	ADJ
fuelectenerg-4503	231	14	figure	figure	NOUN
fuelectenerg-4503	231	15	,	,	PUNCT
fuelectenerg-4503	231	16	it	it	PRON
fuelectenerg-4503	231	17	is	be	AUX
fuelectenerg-4503	231	18	necessary	necessary	ADJ
fuelectenerg-4503	231	19	to	to	PART
fuelectenerg-4503	231	20	emphasize	emphasize	VERB
fuelectenerg-4503	231	21	the	the	DET
fuelectenerg-4503	231	22	greatest	great	ADJ
fuelectenerg-4503	231	23	value	value	NOUN
fuelectenerg-4503	231	24	of	of	ADP
fuelectenerg-4503	231	25	output	output	NOUN
fuelectenerg-4503	231	26	(	(	PUNCT
fuelectenerg-4503	231	27	0.99	0.99	NUM
fuelectenerg-4503	231	28	)	)	PUNCT
fuelectenerg-4503	231	29	,	,	PUNCT
fuelectenerg-4503	231	30	which	which	PRON
fuelectenerg-4503	231	31	proves	prove	VERB
fuelectenerg-4503	231	32	the	the	DET
fuelectenerg-4503	231	33	correctness	correctness	NOUN
fuelectenerg-4503	231	34	of	of	ADP
fuelectenerg-4503	231	35	presented	present	VERB
fuelectenerg-4503	231	36	conclusions	conclusion	NOUN
fuelectenerg-4503	231	37	.	.	PUNCT
fuelectenerg-4503	232	1	the	the	DET
fuelectenerg-4503	232	2	percentage	percentage	NOUN
fuelectenerg-4503	232	3	of	of	ADP
fuelectenerg-4503	232	4	improvement	improvement	NOUN
fuelectenerg-4503	232	5	compared	compare	VERB
fuelectenerg-4503	232	6	to	to	ADP
fuelectenerg-4503	232	7	the	the	DET
fuelectenerg-4503	232	8	previous	previous	ADJ
fuelectenerg-4503	232	9	case	case	NOUN
fuelectenerg-4503	232	10	(	(	PUNCT
fuelectenerg-4503	232	11	0.945	0.945	NUM
fuelectenerg-4503	232	12	)	)	PUNCT
fuelectenerg-4503	232	13	is	be	AUX
fuelectenerg-4503	232	14	about	about	ADV
fuelectenerg-4503	232	15	5	5	NUM
fuelectenerg-4503	232	16	%	%	NOUN
fuelectenerg-4503	232	17	.	.	PUNCT
fuelectenerg-4503	233	1	7	7	X
fuelectenerg-4503	233	2	.	.	X
fuelectenerg-4503	233	3	conclusion	conclusion	NOUN
fuelectenerg-4503	233	4	on	on	ADP
fuelectenerg-4503	233	5	the	the	DET
fuelectenerg-4503	233	6	basis	basis	NOUN
fuelectenerg-4503	233	7	of	of	ADP
fuelectenerg-4503	233	8	elaboration	elaboration	NOUN
fuelectenerg-4503	233	9	presented	present	VERB
fuelectenerg-4503	233	10	in	in	ADP
fuelectenerg-4503	233	11	this	this	DET
fuelectenerg-4503	233	12	paper	paper	NOUN
fuelectenerg-4503	233	13	it	it	PRON
fuelectenerg-4503	233	14	can	can	AUX
fuelectenerg-4503	233	15	be	be	AUX
fuelectenerg-4503	233	16	concluded	conclude	VERB
fuelectenerg-4503	233	17	that	that	SCONJ
fuelectenerg-4503	233	18	the	the	DET
fuelectenerg-4503	233	19	introduction	introduction	NOUN
fuelectenerg-4503	233	20	of	of	ADP
fuelectenerg-4503	233	21	fuzzy	fuzzy	ADJ
fuelectenerg-4503	233	22	logic	logic	NOUN
fuelectenerg-4503	233	23	in	in	ADP
fuelectenerg-4503	233	24	standard	standard	ADJ
fuelectenerg-4503	233	25	ewma	ewma	NOUN
fuelectenerg-4503	233	26	algorithm	algorithm	NOUN
fuelectenerg-4503	233	27	for	for	ADP
fuelectenerg-4503	233	28	anomaly	anomaly	NOUN
fuelectenerg-4503	233	29	detection	detection	NOUN
fuelectenerg-4503	233	30	the	the	DET
fuelectenerg-4503	233	31	socalled	socalle	VERB
fuelectenerg-4503	233	32	fuzzy	fuzzy	ADJ
fuelectenerg-4503	233	33	ewma	ewma	NOUN
fuelectenerg-4503	233	34	(	(	PUNCT
fuelectenerg-4503	233	35	fewma	fewma	NOUN
fuelectenerg-4503	233	36	)	)	PUNCT
fuelectenerg-4503	233	37	algorithm	algorithm	NOUN
fuelectenerg-4503	233	38	opens	open	VERB
fuelectenerg-4503	233	39	the	the	DET
fuelectenerg-4503	233	40	possibility	possibility	NOUN
fuelectenerg-4503	233	41	of	of	ADP
fuelectenerg-4503	233	42	previous	previous	ADJ
fuelectenerg-4503	233	43	warning	warning	NOUN
fuelectenerg-4503	233	44	from	from	ADP
fuelectenerg-4503	233	45	a	a	DET
fuelectenerg-4503	233	46	network	network	NOUN
fuelectenerg-4503	233	47	attack	attack	NOUN
fuelectenerg-4503	233	48	,	,	PUNCT
fuelectenerg-4503	233	49	which	which	PRON
fuelectenerg-4503	233	50	contributes	contribute	VERB
fuelectenerg-4503	233	51	to	to	ADP
fuelectenerg-4503	233	52	raising	raise	VERB
fuelectenerg-4503	233	53	the	the	DET
fuelectenerg-4503	233	54	level	level	NOUN
fuelectenerg-4503	233	55	of	of	ADP
fuelectenerg-4503	233	56	security	security	NOUN
fuelectenerg-4503	233	57	.	.	PUNCT
fuelectenerg-4503	234	1	standard	standard	ADJ
fuelectenerg-4503	234	2	ewma	ewma	NOUN
fuelectenerg-4503	234	3	algorithm	algorithm	PROPN
fuelectenerg-4503	234	4	does	do	AUX
fuelectenerg-4503	234	5	not	not	PART
fuelectenerg-4503	234	6	have	have	VERB
fuelectenerg-4503	234	7	this	this	DET
fuelectenerg-4503	234	8	opportunity	opportunity	NOUN
fuelectenerg-4503	234	9	.	.	PUNCT
fuelectenerg-4503	235	1	besides	besides	SCONJ
fuelectenerg-4503	235	2	,	,	PUNCT
fuelectenerg-4503	235	3	fuzzy	fuzzy	ADJ
fuelectenerg-4503	235	4	logic	logic	NOUN
fuelectenerg-4503	235	5	enables	enable	VERB
fuelectenerg-4503	235	6	precise	precise	ADJ
fuelectenerg-4503	235	7	determination	determination	NOUN
fuelectenerg-4503	235	8	(	(	PUNCT
fuelectenerg-4503	235	9	fine	fine	ADJ
fuelectenerg-4503	235	10	tuning	tuning	NOUN
fuelectenerg-4503	235	11	)	)	PUNCT
fuelectenerg-4503	235	12	of	of	ADP
fuelectenerg-4503	235	13	degree	degree	NOUN
fuelectenerg-4503	235	14	of	of	ADP
fuelectenerg-4503	235	15	the	the	DET
fuelectenerg-4503	235	16	risk	risk	NOUN
fuelectenerg-4503	235	17	(	(	PUNCT
fuelectenerg-4503	235	18	expressed	express	VERB
fuelectenerg-4503	235	19	in	in	ADP
fuelectenerg-4503	235	20	form	form	NOUN
fuelectenerg-4503	235	21	of	of	ADP
fuelectenerg-4503	235	22	percentage	percentage	NOUN
fuelectenerg-4503	235	23	)	)	PUNCT
fuelectenerg-4503	235	24	.	.	PUNCT
fuelectenerg-4503	236	1	it	it	PRON
fuelectenerg-4503	236	2	is	be	AUX
fuelectenerg-4503	236	3	important	important	ADJ
fuelectenerg-4503	236	4	to	to	PART
fuelectenerg-4503	236	5	emphasize	emphasize	VERB
fuelectenerg-4503	236	6	that	that	SCONJ
fuelectenerg-4503	236	7	here	here	ADV
fuelectenerg-4503	236	8	proposed	propose	VERB
fuelectenerg-4503	236	9	improvement	improvement	NOUN
fuelectenerg-4503	236	10	of	of	ADP
fuelectenerg-4503	236	11	standard	standard	ADJ
fuelectenerg-4503	236	12	ewma	ewma	NOUN
fuelectenerg-4503	236	13	algorithm	algorithm	NOUN
fuelectenerg-4503	236	14	can	can	AUX
fuelectenerg-4503	236	15	be	be	AUX
fuelectenerg-4503	236	16	applied	apply	VERB
fuelectenerg-4503	236	17	to	to	ADP
fuelectenerg-4503	236	18	other	other	ADJ
fuelectenerg-4503	236	19	algorithms	algorithm	NOUN
fuelectenerg-4503	236	20	based	base	VERB
fuelectenerg-4503	236	21	on	on	ADP
fuelectenerg-4503	236	22	threshold	threshold	NOUN
fuelectenerg-4503	236	23	,	,	PUNCT
fuelectenerg-4503	236	24	since	since	SCONJ
fuelectenerg-4503	236	25	ewma	ewma	NOUN
fuelectenerg-4503	236	26	algorithm	algorithm	NOUN
fuelectenerg-4503	236	27	in	in	ADP
fuelectenerg-4503	236	28	its	its	PRON
fuelectenerg-4503	236	29	basis	basis	NOUN
fuelectenerg-4503	236	30	,	,	PUNCT
fuelectenerg-4503	236	31	is	be	AUX
fuelectenerg-4503	236	32	security	security	NOUN
fuelectenerg-4503	236	33	algorithm	algorithm	NOUN
fuelectenerg-4503	236	34	with	with	ADP
fuelectenerg-4503	236	35	fixed	fix	VERB
fuelectenerg-4503	236	36	threshold	threshold	NOUN
fuelectenerg-4503	236	37	.	.	PUNCT
fuelectenerg-4503	237	1	the	the	DET
fuelectenerg-4503	237	2	future	future	ADJ
fuelectenerg-4503	237	3	work	work	NOUN
fuelectenerg-4503	237	4	will	will	AUX
fuelectenerg-4503	237	5	focus	focus	VERB
fuelectenerg-4503	237	6	on	on	ADP
fuelectenerg-4503	237	7	creating	create	VERB
fuelectenerg-4503	237	8	opportunities	opportunity	NOUN
fuelectenerg-4503	237	9	for	for	ADP
fuelectenerg-4503	237	10	practical	practical	ADJ
fuelectenerg-4503	237	11	testing	testing	NOUN
fuelectenerg-4503	237	12	of	of	ADP
fuelectenerg-4503	237	13	the	the	DET
fuelectenerg-4503	237	14	presented	present	VERB
fuelectenerg-4503	237	15	approach	approach	NOUN
fuelectenerg-4503	237	16	in	in	ADP
fuelectenerg-4503	237	17	real	real	ADJ
fuelectenerg-4503	237	18	time	time	NOUN
fuelectenerg-4503	237	19	.	.	PUNCT
fuelectenerg-4503	238	1	this	this	PRON
fuelectenerg-4503	238	2	involves	involve	VERB
fuelectenerg-4503	238	3	enabling	enable	VERB
fuelectenerg-4503	238	4	the	the	DET
fuelectenerg-4503	238	5	automation	automation	NOUN
fuelectenerg-4503	238	6	of	of	ADP
fuelectenerg-4503	238	7	algorithm	algorithm	NOUN
fuelectenerg-4503	238	8	functioning	function	VERB
fuelectenerg-4503	238	9	by	by	ADP
fuelectenerg-4503	238	10	creating	create	VERB
fuelectenerg-4503	238	11	the	the	DET
fuelectenerg-4503	238	12	appropriate	appropriate	ADJ
fuelectenerg-4503	238	13	software	software	NOUN
fuelectenerg-4503	238	14	for	for	ADP
fuelectenerg-4503	238	15	taking	take	VERB
fuelectenerg-4503	238	16	live	live	ADJ
fuelectenerg-4503	238	17	-	-	PUNCT
fuelectenerg-4503	238	18	network	network	NOUN
fuelectenerg-4503	238	19	traffic	traffic	NOUN
fuelectenerg-4503	238	20	samples	sample	NOUN
fuelectenerg-4503	238	21	,	,	PUNCT
fuelectenerg-4503	238	22	calculating	calculate	VERB
fuelectenerg-4503	238	23	ewma	ewma	NOUN
fuelectenerg-4503	238	24	values	value	NOUN
fuelectenerg-4503	238	25	and	and	CCONJ
fuelectenerg-4503	238	26	real	real	ADJ
fuelectenerg-4503	238	27	-	-	PUNCT
fuelectenerg-4503	238	28	time	time	NOUN
fuelectenerg-4503	238	29	decision	decision	NOUN
fuelectenerg-4503	238	30	-	-	PUNCT
fuelectenerg-4503	238	31	making	making	NOUN
fuelectenerg-4503	238	32	,	,	PUNCT
fuelectenerg-4503	238	33	and	and	CCONJ
fuelectenerg-4503	238	34	linking	link	VERB
fuelectenerg-4503	238	35	these	these	DET
fuelectenerg-4503	238	36	functions	function	NOUN
fuelectenerg-4503	238	37	with	with	ADP
fuelectenerg-4503	238	38	fuzzy	fuzzy	ADJ
fuelectenerg-4503	238	39	module	module	NOUN
fuelectenerg-4503	238	40	that	that	PRON
fuelectenerg-4503	238	41	has	have	VERB
fuelectenerg-4503	238	42	the	the	DET
fuelectenerg-4503	238	43	ability	ability	NOUN
fuelectenerg-4503	238	44	to	to	PART
fuelectenerg-4503	238	45	adjust	adjust	VERB
fuelectenerg-4503	238	46	the	the	DET
fuelectenerg-4503	238	47	membership	membership	NOUN
fuelectenerg-4503	238	48	functions	function	NOUN
fuelectenerg-4503	238	49	of	of	ADP
fuelectenerg-4503	238	50	the	the	DET
fuelectenerg-4503	238	51	input	input	NOUN
fuelectenerg-4503	238	52	and	and	CCONJ
fuelectenerg-4503	238	53	output	output	NOUN
fuelectenerg-4503	238	54	.	.	PUNCT
fuelectenerg-4503	239	1	references	reference	NOUN
fuelectenerg-4503	239	2	[	[	X
fuelectenerg-4503	239	3	1	1	X
fuelectenerg-4503	239	4	]	]	PUNCT
fuelectenerg-4503	239	5	s.	s.	PROPN
fuelectenerg-4503	239	6	drew	draw	VERB
fuelectenerg-4503	239	7	,	,	PUNCT
fuelectenerg-4503	239	8	intrusion	intrusion	NOUN
fuelectenerg-4503	239	9	detection	detection	NOUN
fuelectenerg-4503	239	10	faq	faq	NOUN
fuelectenerg-4503	239	11	:	:	PUNCT
fuelectenerg-4503	239	12	what	what	PRON
fuelectenerg-4503	239	13	is	be	AUX
fuelectenerg-4503	239	14	the	the	DET
fuelectenerg-4503	239	15	role	role	NOUN
fuelectenerg-4503	239	16	of	of	ADP
fuelectenerg-4503	239	17	security	security	NOUN
fuelectenerg-4503	239	18	event	event	NOUN
fuelectenerg-4503	239	19	correlation	correlation	NOUN
fuelectenerg-4503	239	20	in	in	ADP
fuelectenerg-4503	239	21	intrusion	intrusion	NOUN
fuelectenerg-4503	239	22	detection	detection	NOUN
fuelectenerg-4503	239	23	?	?	PUNCT
fuelectenerg-4503	239	24	,	,	PUNCT
fuelectenerg-4503	239	25	sans	sans	PROPN
fuelectenerg-4503	239	26	institute	institute	PROPN
fuelectenerg-4503	239	27	,	,	PUNCT
fuelectenerg-4503	239	28	http://www.sans.org/security-resources/idfaq/role.php	http://www.sans.org/security-resources/idfaq/role.php	VERB
fuelectenerg-4503	240	1	[	[	X
fuelectenerg-4503	240	2	2	2	NUM
fuelectenerg-4503	240	3	]	]	PUNCT
fuelectenerg-4503	240	4	p.	p.	NOUN
fuelectenerg-4503	240	5	ĉisar	ĉisar	PROPN
fuelectenerg-4503	240	6	and	and	CCONJ
fuelectenerg-4503	240	7	s.	s.	PROPN
fuelectenerg-4503	240	8	maravić	maravić	PROPN
fuelectenerg-4503	240	9	ĉisar	ĉisar	PROPN
fuelectenerg-4503	240	10	,	,	PUNCT
fuelectenerg-4503	240	11	“	"	PUNCT
fuelectenerg-4503	240	12	network	network	NOUN
fuelectenerg-4503	240	13	statistical	statistical	ADJ
fuelectenerg-4503	240	14	anomaly	anomaly	NOUN
fuelectenerg-4503	240	15	detection	detection	NOUN
fuelectenerg-4503	240	16	based	base	VERB
fuelectenerg-4503	240	17	on	on	ADP
fuelectenerg-4503	240	18	traffic	traffic	NOUN
fuelectenerg-4503	240	19	model	model	NOUN
fuelectenerg-4503	240	20	.	.	PUNCT
fuelectenerg-4503	241	1	annals	annal	NOUN
fuelectenerg-4503	241	2	of	of	ADP
fuelectenerg-4503	241	3	faculty	faculty	NOUN
fuelectenerg-4503	241	4	engineering	engineering	NOUN
fuelectenerg-4503	241	5	hunedoara	hunedoara	NOUN
fuelectenerg-4503	241	6	”	"	PUNCT
fuelectenerg-4503	241	7	,	,	PUNCT
fuelectenerg-4503	241	8	international	international	ADJ
fuelectenerg-4503	241	9	journal	journal	NOUN
fuelectenerg-4503	241	10	of	of	ADP
fuelectenerg-4503	241	11	engineering	engineering	NOUN
fuelectenerg-4503	241	12	,	,	PUNCT
fuelectenerg-4503	241	13	tome	tome	NOUN
fuelectenerg-4503	241	14	x	x	NOUN
fuelectenerg-4503	241	15	-	-	NOUN
fuelectenerg-4503	241	16	fascicucle	fascicucle	ADJ
fuelectenerg-4503	241	17	3	3	NUM
fuelectenerg-4503	241	18	,	,	PUNCT
fuelectenerg-4503	241	19	,	,	PUNCT
fuelectenerg-4503	241	20	pp	pp	ADP
fuelectenerg-4503	241	21	.	.	PUNCT
fuelectenerg-4503	242	1	89–96	89–96	NUM
fuelectenerg-4503	242	2	,	,	PUNCT
fuelectenerg-4503	242	3	2012	2012	NUM
fuelectenerg-4503	242	4	.	.	PUNCT
fuelectenerg-4503	243	1	[	[	X
fuelectenerg-4503	243	2	3	3	X
fuelectenerg-4503	243	3	]	]	X
fuelectenerg-4503	243	4	n.	n.	NOUN
fuelectenerg-4503	243	5	ye	ye	PROPN
fuelectenerg-4503	243	6	,	,	PUNCT
fuelectenerg-4503	243	7	q.	q.	PROPN
fuelectenerg-4503	243	8	chen	chen	PROPN
fuelectenerg-4503	243	9	and	and	CCONJ
fuelectenerg-4503	243	10	c.m	c.m	PROPN
fuelectenerg-4503	243	11	.	.	PROPN
fuelectenerg-4503	243	12	borror	borror	NOUN
fuelectenerg-4503	243	13	,	,	PUNCT
fuelectenerg-4503	243	14	“	"	PUNCT
fuelectenerg-4503	243	15	ewma	ewma	NOUN
fuelectenerg-4503	243	16	forecast	forecast	NOUN
fuelectenerg-4503	243	17	of	of	ADP
fuelectenerg-4503	243	18	normal	normal	ADJ
fuelectenerg-4503	243	19	system	system	NOUN
fuelectenerg-4503	243	20	activity	activity	NOUN
fuelectenerg-4503	243	21	for	for	ADP
fuelectenerg-4503	243	22	computer	computer	NOUN
fuelectenerg-4503	243	23	intrusion	intrusion	NOUN
fuelectenerg-4503	243	24	detection	detection	NOUN
fuelectenerg-4503	243	25	”	"	PUNCT
fuelectenerg-4503	243	26	,	,	PUNCT
fuelectenerg-4503	243	27	ieee	ieee	NOUN
fuelectenerg-4503	243	28	transactions	transaction	NOUN
fuelectenerg-4503	243	29	on	on	ADP
fuelectenerg-4503	243	30	reliability	reliability	NOUN
fuelectenerg-4503	243	31	,	,	PUNCT
fuelectenerg-4503	243	32	vol	vol	NOUN
fuelectenerg-4503	243	33	.	.	PROPN
fuelectenerg-4503	244	1	53	53	NUM
fuelectenerg-4503	244	2	,	,	PUNCT
fuelectenerg-4503	244	3	no	no	INTJ
fuelectenerg-4503	244	4	.	.	NOUN
fuelectenerg-4503	244	5	4	4	NUM
fuelectenerg-4503	244	6	,	,	PUNCT
fuelectenerg-4503	244	7	pp	pp	ADJ
fuelectenerg-4503	244	8	.	.	PUNCT
fuelectenerg-4503	245	1	557–566	557–566	NUM
fuelectenerg-4503	245	2	,	,	PUNCT
fuelectenerg-4503	245	3	2004	2004	NUM
fuelectenerg-4503	245	4	.	.	PUNCT
fuelectenerg-4503	246	1	[	[	X
fuelectenerg-4503	246	2	4	4	NUM
fuelectenerg-4503	246	3	]	]	X
fuelectenerg-4503	246	4	m.s	m.s	PROPN
fuelectenerg-4503	246	5	.	.	PROPN
fuelectenerg-4503	246	6	abadeh	abadeh	PROPN
fuelectenerg-4503	246	7	,	,	PUNCT
fuelectenerg-4503	246	8	h.	h.	PROPN
fuelectenerg-4503	246	9	mohamadi	mohamadi	PROPN
fuelectenerg-4503	246	10	and	and	CCONJ
fuelectenerg-4503	246	11	j.	j.	PROPN
fuelectenerg-4503	246	12	habibi	habibi	PROPN
fuelectenerg-4503	246	13	,	,	PUNCT
fuelectenerg-4503	246	14	“	"	PUNCT
fuelectenerg-4503	246	15	design	design	NOUN
fuelectenerg-4503	246	16	and	and	CCONJ
fuelectenerg-4503	246	17	analysis	analysis	NOUN
fuelectenerg-4503	246	18	of	of	ADP
fuelectenerg-4503	246	19	genetic	genetic	ADJ
fuelectenerg-4503	246	20	fuzzy	fuzzy	ADJ
fuelectenerg-4503	246	21	systems	system	NOUN
fuelectenerg-4503	246	22	for	for	ADP
fuelectenerg-4503	246	23	intrusion	intrusion	NOUN
fuelectenerg-4503	246	24	detection	detection	NOUN
fuelectenerg-4503	246	25	in	in	ADP
fuelectenerg-4503	246	26	computer	computer	NOUN
fuelectenerg-4503	246	27	networks	network	NOUN
fuelectenerg-4503	246	28	”	"	PUNCT
fuelectenerg-4503	246	29	,	,	PUNCT
fuelectenerg-4503	246	30	expert	expert	NOUN
fuelectenerg-4503	246	31	systems	system	NOUN
fuelectenerg-4503	246	32	with	with	ADP
fuelectenerg-4503	246	33	applications	application	NOUN
fuelectenerg-4503	246	34	,	,	PUNCT
fuelectenerg-4503	246	35	vol	vol	NOUN
fuelectenerg-4503	246	36	.	.	PROPN
fuelectenerg-4503	247	1	38	38	NUM
fuelectenerg-4503	247	2	,	,	PUNCT
fuelectenerg-4503	247	3	no	no	INTJ
fuelectenerg-4503	247	4	.	.	NOUN
fuelectenerg-4503	247	5	6	6	NUM
fuelectenerg-4503	247	6	,	,	PUNCT
fuelectenerg-4503	247	7	2011	2011	NUM
fuelectenerg-4503	247	8	,	,	PUNCT
fuelectenerg-4503	247	9	pp	pp	ADV
fuelectenerg-4503	247	10	.	.	PUNCT
fuelectenerg-4503	248	1	7067–7075	7067–7075	ADJ
fuelectenerg-4503	248	2	.	.	PUNCT
fuelectenerg-4503	249	1	[	[	X
fuelectenerg-4503	249	2	5	5	X
fuelectenerg-4503	249	3	]	]	PUNCT
fuelectenerg-4503	249	4	z.	z.	PROPN
fuelectenerg-4503	249	5	yu	yu	PROPN
fuelectenerg-4503	249	6	and	and	CCONJ
fuelectenerg-4503	249	7	j.	j.	PROPN
fuelectenerg-4503	249	8	tsai	tsai	PROPN
fuelectenerg-4503	249	9	,	,	PUNCT
fuelectenerg-4503	249	10	“	"	PUNCT
fuelectenerg-4503	249	11	fuzzy	fuzzy	ADJ
fuelectenerg-4503	249	12	model	model	NOUN
fuelectenerg-4503	249	13	tuning	tune	VERB
fuelectenerg-4503	249	14	for	for	ADP
fuelectenerg-4503	249	15	intrusion	intrusion	NOUN
fuelectenerg-4503	249	16	detection	detection	NOUN
fuelectenerg-4503	249	17	systems	system	NOUN
fuelectenerg-4503	249	18	”	"	PUNCT
fuelectenerg-4503	249	19	,	,	PUNCT
fuelectenerg-4503	249	20	in	in	ADP
fuelectenerg-4503	249	21	proceedings	proceeding	NOUN
fuelectenerg-4503	249	22	of	of	ADP
fuelectenerg-4503	249	23	the	the	DET
fuelectenerg-4503	249	24	international	international	ADJ
fuelectenerg-4503	249	25	conference	conference	NOUN
fuelectenerg-4503	249	26	on	on	ADP
fuelectenerg-4503	249	27	autonomic	autonomic	ADJ
fuelectenerg-4503	249	28	and	and	CCONJ
fuelectenerg-4503	249	29	trusted	trusted	ADJ
fuelectenerg-4503	249	30	computing	computing	NOUN
fuelectenerg-4503	249	31	,	,	PUNCT
fuelectenerg-4503	249	32	atc	atc	PROPN
fuelectenerg-4503	249	33	2006	2006	NUM
fuelectenerg-4503	249	34	,	,	PUNCT
fuelectenerg-4503	249	35	2006	2006	NUM
fuelectenerg-4503	249	36	,	,	PUNCT
fuelectenerg-4503	249	37	pp	pp	ADJ
fuelectenerg-4503	249	38	.	.	PUNCT
fuelectenerg-4503	250	1	193	193	NUM
fuelectenerg-4503	250	2	-	-	SYM
fuelectenerg-4503	250	3	204	204	NUM
fuelectenerg-4503	250	4	.	.	PUNCT
fuelectenerg-4503	251	1	[	[	X
fuelectenerg-4503	251	2	6	6	NUM
fuelectenerg-4503	251	3	]	]	PUNCT
fuelectenerg-4503	251	4	g.	g.	NOUN
fuelectenerg-4503	251	5	spathoulas	spathoulas	PROPN
fuelectenerg-4503	251	6	and	and	CCONJ
fuelectenerg-4503	251	7	s.	s.	PROPN
fuelectenerg-4503	251	8	katsikas	katsikas	PROPN
fuelectenerg-4503	251	9	,	,	PUNCT
fuelectenerg-4503	251	10	“	"	PUNCT
fuelectenerg-4503	251	11	reducing	reduce	VERB
fuelectenerg-4503	251	12	false	false	ADJ
fuelectenerg-4503	251	13	positives	positive	NOUN
fuelectenerg-4503	251	14	in	in	ADP
fuelectenerg-4503	251	15	intrusion	intrusion	NOUN
fuelectenerg-4503	251	16	detection	detection	NOUN
fuelectenerg-4503	251	17	systems	system	NOUN
fuelectenerg-4503	251	18	”	"	PUNCT
fuelectenerg-4503	251	19	,	,	PUNCT
fuelectenerg-4503	251	20	computers	computer	NOUN
fuelectenerg-4503	251	21	&	&	CCONJ
fuelectenerg-4503	251	22	security	security	NOUN
fuelectenerg-4503	251	23	,	,	PUNCT
fuelectenerg-4503	251	24	vol	vol	NOUN
fuelectenerg-4503	251	25	.	.	PROPN
fuelectenerg-4503	251	26	29	29	NUM
fuelectenerg-4503	251	27	,	,	PUNCT
fuelectenerg-4503	251	28	no	no	INTJ
fuelectenerg-4503	251	29	.	.	NOUN
fuelectenerg-4503	251	30	1	1	NUM
fuelectenerg-4503	251	31	,	,	PUNCT
fuelectenerg-4503	251	32	pp	pp	ADJ
fuelectenerg-4503	251	33	.	.	PUNCT
fuelectenerg-4503	252	1	35–44	35–44	NUM
fuelectenerg-4503	252	2	,	,	PUNCT
fuelectenerg-4503	252	3	2010	2010	NUM
fuelectenerg-4503	252	4	.	.	PUNCT
fuelectenerg-4503	253	1	[	[	X
fuelectenerg-4503	253	2	7	7	NUM
fuelectenerg-4503	253	3	]	]	PUNCT
fuelectenerg-4503	253	4	a.	a.	NOUN
fuelectenerg-4503	253	5	silva	silva	PROPN
fuelectenerg-4503	253	6	,	,	PUNCT
fuelectenerg-4503	253	7	e.	e.	PROPN
fuelectenerg-4503	253	8	pontes	pontes	PROPN
fuelectenerg-4503	253	9	and	and	CCONJ
fuelectenerg-4503	253	10	f.	f.	PROPN
fuelectenerg-4503	253	11	zhou	zhou	PROPN
fuelectenerg-4503	253	12	,	,	PUNCT
fuelectenerg-4503	253	13	“	"	PUNCT
fuelectenerg-4503	253	14	prbs	prb	NOUN
fuelectenerg-4503	253	15	/	/	SYM
fuelectenerg-4503	253	16	ewma	ewma	NOUN
fuelectenerg-4503	253	17	based	base	VERB
fuelectenerg-4503	253	18	model	model	NOUN
fuelectenerg-4503	253	19	for	for	ADP
fuelectenerg-4503	253	20	predicting	predict	VERB
fuelectenerg-4503	253	21	burst	burst	ADJ
fuelectenerg-4503	253	22	attacks	attack	NOUN
fuelectenerg-4503	253	23	(	(	PUNCT
fuelectenerg-4503	253	24	brute	brute	ADJ
fuelectenerg-4503	253	25	froce	froce	NOUN
fuelectenerg-4503	253	26	,	,	PUNCT
fuelectenerg-4503	253	27	dos	do	NOUN
fuelectenerg-4503	253	28	)	)	PUNCT
fuelectenerg-4503	253	29	in	in	ADP
fuelectenerg-4503	253	30	computer	computer	NOUN
fuelectenerg-4503	253	31	networks	network	NOUN
fuelectenerg-4503	253	32	”	"	PUNCT
fuelectenerg-4503	253	33	,	,	PUNCT
fuelectenerg-4503	253	34	in	in	ADP
fuelectenerg-4503	253	35	proceedings	proceeding	NOUN
fuelectenerg-4503	253	36	of	of	ADP
fuelectenerg-4503	253	37	the	the	DET
fuelectenerg-4503	253	38	international	international	ADJ
fuelectenerg-4503	253	39	conference	conference	NOUN
fuelectenerg-4503	253	40	on	on	ADP
fuelectenerg-4503	253	41	digital	digital	ADJ
fuelectenerg-4503	253	42	information	information	NOUN
fuelectenerg-4503	253	43	management	management	NOUN
fuelectenerg-4503	253	44	(	(	PUNCT
fuelectenerg-4503	253	45	icdim	icdim	PROPN
fuelectenerg-4503	253	46	)	)	PUNCT
fuelectenerg-4503	253	47	,	,	PUNCT
fuelectenerg-4503	253	48	2014	2014	NUM
fuelectenerg-4503	253	49	.	.	PUNCT
fuelectenerg-4503	254	1	[	[	X
fuelectenerg-4503	254	2	8	8	NUM
fuelectenerg-4503	254	3	]	]	SYM
fuelectenerg-4503	254	4	h.h.w.j	h.h.w.j	PROPN
fuelectenerg-4503	254	5	.	.	PROPN
fuelectenerg-4503	254	6	bosman	bosman	NOUN
fuelectenerg-4503	254	7	,	,	PUNCT
fuelectenerg-4503	254	8	anomaly	anomaly	NOUN
fuelectenerg-4503	254	9	detection	detection	NOUN
fuelectenerg-4503	254	10	in	in	ADP
fuelectenerg-4503	254	11	networked	networked	ADJ
fuelectenerg-4503	254	12	embedded	embed	VERB
fuelectenerg-4503	254	13	sensor	sensor	NOUN
fuelectenerg-4503	254	14	systems	system	NOUN
fuelectenerg-4503	254	15	.	.	PUNCT
fuelectenerg-4503	255	1	university	university	NOUN
fuelectenerg-4503	255	2	of	of	ADP
fuelectenerg-4503	255	3	technology	technology	NOUN
fuelectenerg-4503	255	4	,	,	PUNCT
fuelectenerg-4503	255	5	eindhoven	eindhoven	VERB
fuelectenerg-4503	255	6	,	,	PUNCT
fuelectenerg-4503	255	7	2016	2016	NUM
fuelectenerg-4503	255	8	[	[	X
fuelectenerg-4503	255	9	9	9	NUM
fuelectenerg-4503	255	10	]	]	PUNCT
fuelectenerg-4503	255	11	s.	s.	PROPN
fuelectenerg-4503	255	12	senturk	senturk	PROPN
fuelectenerg-4503	255	13	,	,	PUNCT
fuelectenerg-4503	255	14	n.	n.	PROPN
fuelectenerg-4503	255	15	erginel	erginel	PROPN
fuelectenerg-4503	255	16	,	,	PUNCT
fuelectenerg-4503	255	17	i.	i.	PROPN
fuelectenerg-4503	255	18	kaya	kaya	PROPN
fuelectenerg-4503	255	19	and	and	CCONJ
fuelectenerg-4503	255	20	c.	c.	PROPN
fuelectenerg-4503	255	21	kahraman	kahraman	PROPN
fuelectenerg-4503	255	22	,	,	PUNCT
fuelectenerg-4503	255	23	“	"	PUNCT
fuelectenerg-4503	255	24	fuzzy	fuzzy	ADJ
fuelectenerg-4503	255	25	exponentially	exponentially	ADV
fuelectenerg-4503	255	26	weighted	weight	VERB
fuelectenerg-4503	255	27	moving	move	VERB
fuelectenerg-4503	255	28	average	average	ADJ
fuelectenerg-4503	255	29	control	control	NOUN
fuelectenerg-4503	255	30	chart	chart	NOUN
fuelectenerg-4503	255	31	for	for	ADP
fuelectenerg-4503	255	32	univariate	univariate	ADJ
fuelectenerg-4503	255	33	data	datum	NOUN
fuelectenerg-4503	255	34	with	with	ADP
fuelectenerg-4503	255	35	a	a	DET
fuelectenerg-4503	255	36	real	real	ADJ
fuelectenerg-4503	255	37	case	case	NOUN
fuelectenerg-4503	255	38	application	application	NOUN
fuelectenerg-4503	255	39	”	"	PUNCT
fuelectenerg-4503	255	40	,	,	PUNCT
fuelectenerg-4503	255	41	applied	apply	VERB
fuelectenerg-4503	255	42	soft	soft	ADJ
fuelectenerg-4503	255	43	computing	computing	NOUN
fuelectenerg-4503	255	44	,	,	PUNCT
fuelectenerg-4503	255	45	vol	vol	NOUN
fuelectenerg-4503	255	46	.	.	PROPN
fuelectenerg-4503	256	1	22	22	NUM
fuelectenerg-4503	256	2	,	,	PUNCT
fuelectenerg-4503	256	3	pp	pp	ADJ
fuelectenerg-4503	256	4	.	.	PUNCT
fuelectenerg-4503	257	1	1–10	1–10	NOUN
fuelectenerg-4503	257	2	,	,	PUNCT
fuelectenerg-4503	257	3	2014	2014	NUM
fuelectenerg-4503	257	4	.	.	PUNCT
fuelectenerg-4503	258	1	[	[	X
fuelectenerg-4503	258	2	10	10	NUM
fuelectenerg-4503	258	3	]	]	X
fuelectenerg-4503	258	4	j.e	j.e	PROPN
fuelectenerg-4503	258	5	.	.	PROPN
fuelectenerg-4503	258	6	dickerson	dickerson	PROPN
fuelectenerg-4503	258	7	,	,	PUNCT
fuelectenerg-4503	258	8	j.	j.	PROPN
fuelectenerg-4503	258	9	juslin	juslin	PROPN
fuelectenerg-4503	258	10	,	,	PUNCT
fuelectenerg-4503	258	11	o.	o.	PROPN
fuelectenerg-4503	258	12	koukousoula	koukousoula	PROPN
fuelectenerg-4503	258	13	,	,	PUNCT
fuelectenerg-4503	258	14	and	and	CCONJ
fuelectenerg-4503	258	15	j.a	j.a	PROPN
fuelectenerg-4503	258	16	.	.	PROPN
fuelectenerg-4503	258	17	dickerson	dickerson	PROPN
fuelectenerg-4503	258	18	,	,	PUNCT
fuelectenerg-4503	258	19	“	"	PUNCT
fuelectenerg-4503	258	20	fuzzy	fuzzy	ADJ
fuelectenerg-4503	258	21	intrusion	intrusion	NOUN
fuelectenerg-4503	258	22	detection	detection	NOUN
fuelectenerg-4503	258	23	ifsa	ifsa	PROPN
fuelectenerg-4503	258	24	world	world	PROPN
fuelectenerg-4503	258	25	congress	congress	PROPN
fuelectenerg-4503	258	26	and	and	CCONJ
fuelectenerg-4503	258	27	20th	20th	ADJ
fuelectenerg-4503	258	28	north	north	ADJ
fuelectenerg-4503	258	29	american	american	ADJ
fuelectenerg-4503	258	30	fuzzy	fuzzy	ADJ
fuelectenerg-4503	258	31	information	information	NOUN
fuelectenerg-4503	258	32	processing	processing	NOUN
fuelectenerg-4503	258	33	society	society	NOUN
fuelectenerg-4503	258	34	(	(	PUNCT
fuelectenerg-4503	258	35	nafips	nafip	NOUN
fuelectenerg-4503	258	36	)	)	PUNCT
fuelectenerg-4503	258	37	”	"	PUNCT
fuelectenerg-4503	258	38	,	,	PUNCT
fuelectenerg-4503	258	39	in	in	ADP
fuelectenerg-4503	258	40	proceedings	proceeding	NOUN
fuelectenerg-4503	258	41	of	of	ADP
fuelectenerg-4503	258	42	the	the	DET
fuelectenerg-4503	258	43	international	international	ADJ
fuelectenerg-4503	258	44	conference	conference	NOUN
fuelectenerg-4503	258	45	,	,	PUNCT
fuelectenerg-4503	258	46	vancouver	vancouver	PROPN
fuelectenerg-4503	258	47	,	,	PUNCT
fuelectenerg-4503	258	48	british	british	PROPN
fuelectenerg-4503	258	49	columbia	columbia	PROPN
fuelectenerg-4503	258	50	,	,	PUNCT
fuelectenerg-4503	258	51	vol	vol	NOUN
fuelectenerg-4503	258	52	.	.	PROPN
fuelectenerg-4503	258	53	3	3	NUM
fuelectenerg-4503	258	54	,	,	PUNCT
fuelectenerg-4503	258	55	2001	2001	NUM
fuelectenerg-4503	258	56	,	,	PUNCT
fuelectenerg-4503	258	57	pp	pp	ADJ
fuelectenerg-4503	258	58	.	.	PUNCT
fuelectenerg-4503	258	59	1506	1506	NUM
fuelectenerg-4503	258	60	-	-	SYM
fuelectenerg-4503	258	61	1510	1510	NUM
fuelectenerg-4503	258	62	.	.	PUNCT
fuelectenerg-4503	259	1	[	[	X
fuelectenerg-4503	259	2	11	11	NUM
fuelectenerg-4503	259	3	]	]	X
fuelectenerg-4503	259	4	j.e	j.e	PROPN
fuelectenerg-4503	259	5	.	.	PROPN
fuelectenerg-4503	259	6	dickerson	dickerson	PROPN
fuelectenerg-4503	259	7	and	and	CCONJ
fuelectenerg-4503	259	8	j.a	j.a	PROPN
fuelectenerg-4503	259	9	.	.	PROPN
fuelectenerg-4503	259	10	dickerson	dickerson	PROPN
fuelectenerg-4503	259	11	,	,	PUNCT
fuelectenerg-4503	259	12	“	"	PUNCT
fuelectenerg-4503	259	13	fuzzy	fuzzy	ADJ
fuelectenerg-4503	259	14	network	network	NOUN
fuelectenerg-4503	259	15	profiling	profiling	NOUN
fuelectenerg-4503	259	16	for	for	ADP
fuelectenerg-4503	259	17	intrusion	intrusion	NOUN
fuelectenerg-4503	259	18	detection	detection	NOUN
fuelectenerg-4503	259	19	”	"	PUNCT
fuelectenerg-4503	259	20	,	,	PUNCT
fuelectenerg-4503	259	21	in	in	ADP
fuelectenerg-4503	259	22	proceedings	proceeding	NOUN
fuelectenerg-4503	259	23	of	of	ADP
fuelectenerg-4503	259	24	the	the	DET
fuelectenerg-4503	259	25	nafips	nafip	NOUN
fuelectenerg-4503	259	26	19th	19th	ADJ
fuelectenerg-4503	259	27	international	international	ADJ
fuelectenerg-4503	259	28	conference	conference	NOUN
fuelectenerg-4503	259	29	of	of	ADP
fuelectenerg-4503	259	30	the	the	DET
fuelectenerg-4503	259	31	north	north	ADJ
fuelectenerg-4503	259	32	american	american	ADJ
fuelectenerg-4503	259	33	fuzzy	fuzzy	ADJ
fuelectenerg-4503	259	34	information	information	NOUN
fuelectenerg-4503	259	35	processing	processing	NOUN
fuelectenerg-4503	259	36	society	society	NOUN
fuelectenerg-4503	259	37	,	,	PUNCT
fuelectenerg-4503	259	38	atlanta	atlanta	PROPN
fuelectenerg-4503	259	39	,	,	PUNCT
fuelectenerg-4503	259	40	2000	2000	NUM
fuelectenerg-4503	259	41	,	,	PUNCT
fuelectenerg-4503	259	42	pp	pp	ADJ
fuelectenerg-4503	259	43	.	.	PUNCT
fuelectenerg-4503	260	1	301	301	NUM
fuelectenerg-4503	260	2	-	-	SYM
fuelectenerg-4503	260	3	306	306	NUM
fuelectenerg-4503	260	4	.	.	PUNCT
fuelectenerg-4503	261	1	[	[	X
fuelectenerg-4503	261	2	12	12	NUM
fuelectenerg-4503	261	3	]	]	PUNCT
fuelectenerg-4503	261	4	k.	k.	PROPN
fuelectenerg-4503	261	5	liston	liston	PROPN
fuelectenerg-4503	261	6	,	,	PUNCT
fuelectenerg-4503	261	7	intrusion	intrusion	NOUN
fuelectenerg-4503	261	8	detecion	detecion	NOUN
fuelectenerg-4503	261	9	faq	faq	NOUN
fuelectenerg-4503	261	10	:	:	PUNCT
fuelectenerg-4503	261	11	can	can	AUX
fuelectenerg-4503	261	12	you	you	PRON
fuelectenerg-4503	261	13	explain	explain	VERB
fuelectenerg-4503	261	14	traffic	traffic	NOUN
fuelectenerg-4503	261	15	analysis	analysis	NOUN
fuelectenerg-4503	261	16	and	and	CCONJ
fuelectenerg-4503	261	17	anomaly	anomaly	NOUN
fuelectenerg-4503	261	18	detection	detection	NOUN
fuelectenerg-4503	261	19	?	?	PUNCT
fuelectenerg-4503	261	20	”	"	PUNCT
fuelectenerg-4503	261	21	sans	sans	PROPN
fuelectenerg-4503	261	22	institute	institute	PROPN
fuelectenerg-4503	261	23	,	,	PUNCT
fuelectenerg-4503	261	24	http://www.sans.org/security-resources/idfaq/anomaly_detection.php	http://www.sans.org/security-resources/idfaq/anomaly_detection.php	PROPN
fuelectenerg-4503	261	25	ewma	ewma	NOUN
fuelectenerg-4503	261	26	statistics	statistic	NOUN
fuelectenerg-4503	261	27	and	and	CCONJ
fuelectenerg-4503	261	28	fuzzy	fuzzy	ADJ
fuelectenerg-4503	261	29	logic	logic	NOUN
fuelectenerg-4503	261	30	in	in	ADP
fuelectenerg-4503	261	31	function	function	NOUN
fuelectenerg-4503	261	32	of	of	ADP
fuelectenerg-4503	261	33	network	network	NOUN
fuelectenerg-4503	261	34	anomaly	anomaly	NOUN
fuelectenerg-4503	261	35	detection	detection	NOUN
fuelectenerg-4503	261	36	265	265	NUM
fuelectenerg-4503	261	37	[	[	SYM
fuelectenerg-4503	261	38	13	13	NUM
fuelectenerg-4503	261	39	]	]	X
fuelectenerg-4503	261	40	g.	g.	PROPN
fuelectenerg-4503	261	41	fengmin	fengmin	PROPN
fuelectenerg-4503	261	42	,	,	PUNCT
fuelectenerg-4503	261	43	deciphering	deciphering	ADJ
fuelectenerg-4503	261	44	detection	detection	NOUN
fuelectenerg-4503	261	45	techniques	technique	NOUN
fuelectenerg-4503	261	46	:	:	PUNCT
fuelectenerg-4503	261	47	part	part	PROPN
fuelectenerg-4503	261	48	ii	ii	PROPN
fuelectenerg-4503	261	49	anomaly	anomaly	NOUN
fuelectenerg-4503	261	50	–	–	PUNCT
fuelectenerg-4503	261	51	based	base	VERB
fuelectenerg-4503	261	52	intrusion	intrusion	NOUN
fuelectenerg-4503	261	53	detection	detection	NOUN
fuelectenerg-4503	261	54	.	.	PUNCT
fuelectenerg-4503	262	1	white	white	ADJ
fuelectenerg-4503	262	2	paper	paper	PROPN
fuelectenerg-4503	262	3	,	,	PUNCT
fuelectenerg-4503	262	4	mcafee	mcafee	NOUN
fuelectenerg-4503	262	5	security	security	NOUN
fuelectenerg-4503	262	6	,	,	PUNCT
fuelectenerg-4503	262	7	2003	2003	NUM
fuelectenerg-4503	262	8	,	,	PUNCT
fuelectenerg-4503	262	9	https://secure.mcafee.com/japan/products/pdf/deciphering_detection	https://secure.mcafee.com/japan/products/pdf/deciphering_detection	NOUN
fuelectenerg-4503	262	10	_	_	PRON
fuelectenerg-4503	262	11	techniques-anomaly-based_detection_wp_en.pdf	techniques-anomaly-based_detection_wp_en.pdf	NOUN
fuelectenerg-4503	263	1	[	[	X
fuelectenerg-4503	263	2	14	14	NUM
fuelectenerg-4503	263	3	]	]	PUNCT
fuelectenerg-4503	263	4	p.	p.	NOUN
fuelectenerg-4503	263	5	ĉisar	ĉisar	PROPN
fuelectenerg-4503	263	6	and	and	CCONJ
fuelectenerg-4503	263	7	s.	s.	PROPN
fuelectenerg-4503	263	8	maravić	maravić	PROPN
fuelectenerg-4503	263	9	ĉisar	ĉisar	PROPN
fuelectenerg-4503	263	10	,	,	PUNCT
fuelectenerg-4503	263	11	“	"	PUNCT
fuelectenerg-4503	263	12	optimization	optimization	NOUN
fuelectenerg-4503	263	13	methods	method	NOUN
fuelectenerg-4503	263	14	of	of	ADP
fuelectenerg-4503	263	15	ewma	ewma	NOUN
fuelectenerg-4503	263	16	statistics	statistic	NOUN
fuelectenerg-4503	263	17	”	"	PUNCT
fuelectenerg-4503	263	18	,	,	PUNCT
fuelectenerg-4503	263	19	acta	acta	PROPN
fuelectenerg-4503	263	20	polytechnica	polytechnica	PROPN
fuelectenerg-4503	263	21	hungarica	hungarica	PROPN
fuelectenerg-4503	263	22	,	,	PUNCT
fuelectenerg-4503	263	23	vol	vol	NOUN
fuelectenerg-4503	263	24	.	.	PROPN
fuelectenerg-4503	263	25	8	8	NUM
fuelectenerg-4503	263	26	,	,	PUNCT
fuelectenerg-4503	263	27	no	no	INTJ
fuelectenerg-4503	263	28	.	.	NOUN
fuelectenerg-4503	263	29	5	5	NUM
fuelectenerg-4503	263	30	,	,	PUNCT
fuelectenerg-4503	263	31	pp	pp	ADJ
fuelectenerg-4503	263	32	.	.	PUNCT
fuelectenerg-4503	264	1	73–87	73–87	NUM
fuelectenerg-4503	264	2	,	,	PUNCT
fuelectenerg-4503	264	3	2011	2011	NUM
fuelectenerg-4503	264	4	.	.	PUNCT
fuelectenerg-4503	265	1	[	[	X
fuelectenerg-4503	265	2	15	15	NUM
fuelectenerg-4503	265	3	]	]	X
fuelectenerg-4503	265	4	p.	p.	NOUN
fuelectenerg-4503	265	5	ĉisar	ĉisar	PROPN
fuelectenerg-4503	265	6	,	,	PUNCT
fuelectenerg-4503	265	7	s.	s.	PROPN
fuelectenerg-4503	265	8	bošnjak	bošnjak	PROPN
fuelectenerg-4503	265	9	and	and	CCONJ
fuelectenerg-4503	265	10	s.	s.	PROPN
fuelectenerg-4503	265	11	maravić	maravić	PROPN
fuelectenerg-4503	265	12	ĉisar	ĉisar	PROPN
fuelectenerg-4503	265	13	,	,	PUNCT
fuelectenerg-4503	265	14	“	"	PUNCT
fuelectenerg-4503	265	15	ewma	ewma	NOUN
fuelectenerg-4503	265	16	-	-	PUNCT
fuelectenerg-4503	265	17	based	base	VERB
fuelectenerg-4503	265	18	threshold	threshold	NOUN
fuelectenerg-4503	265	19	algorithm	algorithm	NOUN
fuelectenerg-4503	265	20	for	for	ADP
fuelectenerg-4503	265	21	intrusion	intrusion	NOUN
fuelectenerg-4503	265	22	detection	detection	NOUN
fuelectenerg-4503	265	23	”	"	PUNCT
fuelectenerg-4503	265	24	,	,	PUNCT
fuelectenerg-4503	265	25	computing	computing	NOUN
fuelectenerg-4503	265	26	and	and	CCONJ
fuelectenerg-4503	265	27	informatics	informatic	NOUN
fuelectenerg-4503	265	28	,	,	PUNCT
fuelectenerg-4503	265	29	vol	vol	NOUN
fuelectenerg-4503	265	30	.	.	PROPN
fuelectenerg-4503	265	31	29	29	NUM
fuelectenerg-4503	265	32	,	,	PUNCT
fuelectenerg-4503	265	33	institute	institute	NOUN
fuelectenerg-4503	265	34	of	of	ADP
fuelectenerg-4503	265	35	informatics	informatics	PROPN
fuelectenerg-4503	265	36	,	,	PUNCT
fuelectenerg-4503	265	37	slovak	slovak	ADJ
fuelectenerg-4503	265	38	academy	academy	NOUN
fuelectenerg-4503	265	39	of	of	ADP
fuelectenerg-4503	265	40	sciences	sciences	PROPN
fuelectenerg-4503	265	41	,	,	PUNCT
fuelectenerg-4503	265	42	bratislava	bratislava	PROPN
fuelectenerg-4503	265	43	,	,	PUNCT
fuelectenerg-4503	265	44	slovakia	slovakia	PROPN
fuelectenerg-4503	265	45	,	,	PUNCT
fuelectenerg-4503	265	46	pp	pp	X
fuelectenerg-4503	265	47	.	.	PUNCT
fuelectenerg-4503	266	1	1089–1101	1089–1101	NUM
fuelectenerg-4503	266	2	,	,	PUNCT
fuelectenerg-4503	266	3	2010	2010	NUM
fuelectenerg-4503	266	4	.	.	PUNCT
fuelectenerg-4503	267	1	[	[	X
fuelectenerg-4503	267	2	16	16	NUM
fuelectenerg-4503	267	3	]	]	PUNCT
fuelectenerg-4503	267	4	p.	p.	NOUN
fuelectenerg-4503	267	5	ĉisar	ĉisar	PROPN
fuelectenerg-4503	267	6	,	,	PUNCT
fuelectenerg-4503	267	7	s.	s.	PROPN
fuelectenerg-4503	267	8	bošnjak	bošnjak	PROPN
fuelectenerg-4503	267	9	and	and	CCONJ
fuelectenerg-4503	267	10	s.	s.	PROPN
fuelectenerg-4503	267	11	maravić	maravić	PROPN
fuelectenerg-4503	267	12	ĉisar	ĉisar	PROPN
fuelectenerg-4503	267	13	,	,	PUNCT
fuelectenerg-4503	267	14	“	"	PUNCT
fuelectenerg-4503	267	15	ewma	ewma	NOUN
fuelectenerg-4503	267	16	algorithm	algorithm	NOUN
fuelectenerg-4503	267	17	in	in	ADP
fuelectenerg-4503	267	18	network	network	NOUN
fuelectenerg-4503	267	19	practice	practice	NOUN
fuelectenerg-4503	267	20	”	"	PUNCT
fuelectenerg-4503	267	21	,	,	PUNCT
fuelectenerg-4503	267	22	int	int	NOUN
fuelectenerg-4503	267	23	.	.	PUNCT
fuelectenerg-4503	268	1	j.	j.	PROPN
fuelectenerg-4503	268	2	of	of	ADP
fuelectenerg-4503	268	3	computers	computer	NOUN
fuelectenerg-4503	268	4	,	,	PUNCT
fuelectenerg-4503	268	5	communications	communication	NOUN
fuelectenerg-4503	268	6	&	&	CCONJ
fuelectenerg-4503	268	7	control	control	PROPN
fuelectenerg-4503	268	8	,	,	PUNCT
fuelectenerg-4503	268	9	vol	vol	NOUN
fuelectenerg-4503	268	10	.	.	PUNCT
fuelectenerg-4503	269	1	v	v	NOUN
fuelectenerg-4503	269	2	,	,	PUNCT
fuelectenerg-4503	269	3	no	no	INTJ
fuelectenerg-4503	269	4	.	.	NOUN
fuelectenerg-4503	269	5	2	2	NUM
fuelectenerg-4503	269	6	,	,	PUNCT
fuelectenerg-4503	269	7	2010	2010	NUM
fuelectenerg-4503	269	8	,	,	PUNCT
fuelectenerg-4503	269	9	pp	pp	ADP
fuelectenerg-4503	269	10	.	.	PUNCT
fuelectenerg-4503	270	1	160–170	160–170	NUM
fuelectenerg-4503	270	2	.	.	PUNCT
fuelectenerg-4503	271	1	[	[	X
fuelectenerg-4503	271	2	17	17	NUM
fuelectenerg-4503	271	3	]	]	X
fuelectenerg-4503	271	4	s.w	s.w	PROPN
fuelectenerg-4503	271	5	.	.	PROPN
fuelectenerg-4503	271	6	roberts	roberts	PROPN
fuelectenerg-4503	271	7	,	,	PUNCT
fuelectenerg-4503	271	8	control	control	NOUN
fuelectenerg-4503	271	9	chart	chart	NOUN
fuelectenerg-4503	271	10	tests	test	NOUN
fuelectenerg-4503	271	11	based	base	VERB
fuelectenerg-4503	271	12	on	on	ADP
fuelectenerg-4503	271	13	geometric	geometric	ADJ
fuelectenerg-4503	271	14	moving	moving	NOUN
fuelectenerg-4503	271	15	averages	average	NOUN
fuelectenerg-4503	271	16	.	.	PUNCT
fuelectenerg-4503	272	1	technometrics	technometric	NOUN
fuelectenerg-4503	272	2	,	,	PUNCT
fuelectenerg-4503	272	3	1959	1959	NUM
fuelectenerg-4503	272	4	[	[	X
fuelectenerg-4503	272	5	18	18	NUM
fuelectenerg-4503	272	6	]	]	SYM
fuelectenerg-4503	272	7	nist	nist	PROPN
fuelectenerg-4503	272	8	/	/	SYM
fuelectenerg-4503	272	9	sematech	sematech	PROPN
fuelectenerg-4503	272	10	e	e	NOUN
fuelectenerg-4503	272	11	-	-	NOUN
fuelectenerg-4503	272	12	handbook	handbook	NOUN
fuelectenerg-4503	272	13	of	of	ADP
fuelectenerg-4503	272	14	statistical	statistical	ADJ
fuelectenerg-4503	272	15	methods	method	NOUN
fuelectenerg-4503	272	16	(	(	PUNCT
fuelectenerg-4503	272	17	2008	2008	NUM
fuelectenerg-4503	272	18	)	)	PUNCT
fuelectenerg-4503	272	19	.	.	PUNCT
fuelectenerg-4503	273	1	http://www.itl.nist.gov/div898/handbook/	http://www.itl.nist.gov/div898/handbook/	PROPN
fuelectenerg-4503	273	2	pmc	pmc	PROPN
fuelectenerg-4503	273	3	/	/	SYM
fuelectenerg-4503	273	4	section3	section3	PROPN
fuelectenerg-4503	273	5	/	/	SYM
fuelectenerg-4503	273	6	pmc324.htm	pmc324.htm	PROPN
fuelectenerg-4503	273	7	[	[	X
fuelectenerg-4503	273	8	19	19	NUM
fuelectenerg-4503	273	9	]	]	X
fuelectenerg-4503	273	10	j.s	j.s	PROPN
fuelectenerg-4503	273	11	.	.	PROPN
fuelectenerg-4503	273	12	hunter	hunter	PROPN
fuelectenerg-4503	273	13	,	,	PUNCT
fuelectenerg-4503	273	14	the	the	DET
fuelectenerg-4503	273	15	exponentially	exponentially	ADV
fuelectenerg-4503	273	16	weighted	weight	VERB
fuelectenerg-4503	273	17	moving	move	VERB
fuelectenerg-4503	273	18	average	average	ADJ
fuelectenerg-4503	273	19	.	.	PUNCT
fuelectenerg-4503	274	1	journal	journal	NOUN
fuelectenerg-4503	274	2	of	of	ADP
fuelectenerg-4503	274	3	quality	quality	NOUN
fuelectenerg-4503	274	4	technology	technology	NOUN
fuelectenerg-4503	274	5	18	18	NUM
fuelectenerg-4503	274	6	,	,	PUNCT
fuelectenerg-4503	274	7	1986	1986	NUM
fuelectenerg-4503	274	8	,	,	PUNCT
fuelectenerg-4503	274	9	pp	pp	ADJ
fuelectenerg-4503	274	10	.	.	PUNCT
fuelectenerg-4503	275	1	203–210	203–210	NUM
fuelectenerg-4503	275	2	.	.	PUNCT
fuelectenerg-4503	276	1	[	[	X
fuelectenerg-4503	276	2	20	20	NUM
fuelectenerg-4503	276	3	]	]	X
fuelectenerg-4503	276	4	j.m	j.m	PROPN
fuelectenerg-4503	276	5	.	.	PROPN
fuelectenerg-4503	276	6	lucas	lucas	PROPN
fuelectenerg-4503	276	7	and	and	CCONJ
fuelectenerg-4503	276	8	m.s	m.s	PROPN
fuelectenerg-4503	276	9	.	.	PROPN
fuelectenerg-4503	276	10	saccucci	saccucci	PROPN
fuelectenerg-4503	276	11	,	,	PUNCT
fuelectenerg-4503	276	12	exponentially	exponentially	ADV
fuelectenerg-4503	276	13	weighted	weight	VERB
fuelectenerg-4503	276	14	moving	move	VERB
fuelectenerg-4503	276	15	average	average	ADJ
fuelectenerg-4503	276	16	control	control	NOUN
fuelectenerg-4503	276	17	schemes	scheme	NOUN
fuelectenerg-4503	276	18	:	:	PUNCT
fuelectenerg-4503	276	19	properties	property	NOUN
fuelectenerg-4503	276	20	and	and	CCONJ
fuelectenerg-4503	276	21	enhancements	enhancement	NOUN
fuelectenerg-4503	276	22	.	.	PUNCT
fuelectenerg-4503	277	1	technometrics	technometric	NOUN
fuelectenerg-4503	277	2	vol	vol	NOUN
fuelectenerg-4503	277	3	.	.	PROPN
fuelectenerg-4503	278	1	32	32	NUM
fuelectenerg-4503	278	2	,	,	PUNCT
fuelectenerg-4503	278	3	no	no	INTJ
fuelectenerg-4503	278	4	.	.	NOUN
fuelectenerg-4503	278	5	1	1	NUM
fuelectenerg-4503	278	6	,	,	PUNCT
fuelectenerg-4503	278	7	1990	1990	NUM
fuelectenerg-4503	278	8	,	,	PUNCT
fuelectenerg-4503	278	9	pp.1	pp.1	NOUN
fuelectenerg-4503	278	10	-	-	PUNCT
fuelectenerg-4503	278	11	29	29	NUM
fuelectenerg-4503	278	12	.	.	PUNCT
fuelectenerg-4503	279	1	[	[	X
fuelectenerg-4503	279	2	21	21	NUM
fuelectenerg-4503	279	3	]	]	X
fuelectenerg-4503	279	4	engineering	engineering	NOUN
fuelectenerg-4503	279	5	statistics	statistic	NOUN
fuelectenerg-4503	279	6	handbook	handbook	PROPN
fuelectenerg-4503	279	7	–	–	PUNCT
fuelectenerg-4503	279	8	ewma	ewma	NOUN
fuelectenerg-4503	279	9	control	control	PROPN
fuelectenerg-4503	279	10	charts	chart	NOUN
fuelectenerg-4503	279	11	,	,	PUNCT
fuelectenerg-4503	279	12	http://www.itl.nist.gov/div898/handbook/	http://www.itl.nist.gov/div898/handbook/	PROPN
fuelectenerg-4503	279	13	pmc	pmc	PROPN
fuelectenerg-4503	279	14	/	/	SYM
fuelectenerg-4503	279	15	section3	section3	PROPN
fuelectenerg-4503	279	16	/	/	SYM
fuelectenerg-4503	279	17	pmc324.htm	pmc324.htm	PROPN
fuelectenerg-4503	280	1	[	[	X
fuelectenerg-4503	280	2	22	22	NUM
fuelectenerg-4503	280	3	]	]	PUNCT
fuelectenerg-4503	280	4	v.	v.	CCONJ
fuelectenerg-4503	280	5	siris	siris	PROPN
fuelectenerg-4503	280	6	and	and	CCONJ
fuelectenerg-4503	280	7	f.	f.	PROPN
fuelectenerg-4503	280	8	papagalou	papagalou	PROPN
fuelectenerg-4503	280	9	,	,	PUNCT
fuelectenerg-4503	280	10	application	application	NOUN
fuelectenerg-4503	280	11	of	of	ADP
fuelectenerg-4503	280	12	anomaly	anomaly	NOUN
fuelectenerg-4503	280	13	detection	detection	NOUN
fuelectenerg-4503	280	14	algorithms	algorithm	NOUN
fuelectenerg-4503	280	15	for	for	ADP
fuelectenerg-4503	280	16	detecting	detect	VERB
fuelectenerg-4503	280	17	syn	syn	NOUN
fuelectenerg-4503	280	18	flooding	flooding	NOUN
fuelectenerg-4503	280	19	attacks	attack	NOUN
fuelectenerg-4503	280	20	,	,	PUNCT
fuelectenerg-4503	280	21	2004	2004	NUM
fuelectenerg-4503	280	22	,	,	PUNCT
fuelectenerg-4503	280	23	http://www.ist-scampi.org/publications/papers/siris-globecom2004.pdf	http://www.ist-scampi.org/publications/papers/siris-globecom2004.pdf	PROPN
fuelectenerg-4503	281	1	[	[	X
fuelectenerg-4503	281	2	23	23	NUM
fuelectenerg-4503	281	3	]	]	X
fuelectenerg-4503	281	4	s.	s.	PROPN
fuelectenerg-4503	281	5	sorensen	sorensen	PROPN
fuelectenerg-4503	281	6	,	,	PUNCT
fuelectenerg-4503	281	7	competitive	competitive	ADJ
fuelectenerg-4503	281	8	overview	overview	NOUN
fuelectenerg-4503	281	9	of	of	ADP
fuelectenerg-4503	281	10	statistical	statistical	ADJ
fuelectenerg-4503	281	11	anomaly	anomaly	NOUN
fuelectenerg-4503	281	12	detection	detection	NOUN
fuelectenerg-4503	281	13	.	.	PUNCT
fuelectenerg-4503	282	1	white	white	ADJ
fuelectenerg-4503	282	2	paper	paper	PROPN
fuelectenerg-4503	282	3	,	,	PUNCT
fuelectenerg-4503	282	4	juniper	juniper	NOUN
fuelectenerg-4503	282	5	networks	network	NOUN
fuelectenerg-4503	282	6	,	,	PUNCT
fuelectenerg-4503	282	7	2004	2004	NUM
fuelectenerg-4503	283	1	[	[	X
fuelectenerg-4503	283	2	24	24	NUM
fuelectenerg-4503	283	3	]	]	PUNCT
fuelectenerg-4503	283	4	p.	p.	NOUN
fuelectenerg-4503	283	5	ĉisar	ĉisar	PROPN
fuelectenerg-4503	283	6	and	and	CCONJ
fuelectenerg-4503	283	7	s.	s.	PROPN
fuelectenerg-4503	283	8	maravić	maravić	PROPN
fuelectenerg-4503	283	9	ĉisar	ĉisar	PROPN
fuelectenerg-4503	283	10	,	,	PUNCT
fuelectenerg-4503	283	11	network	network	NOUN
fuelectenerg-4503	283	12	statistics	statistic	NOUN
fuelectenerg-4503	283	13	in	in	ADP
fuelectenerg-4503	283	14	function	function	NOUN
fuelectenerg-4503	283	15	of	of	ADP
fuelectenerg-4503	283	16	statistical	statistical	ADJ
fuelectenerg-4503	283	17	intrusion	intrusion	NOUN
fuelectenerg-4503	283	18	detection	detection	NOUN
fuelectenerg-4503	283	19	.	.	PUNCT
fuelectenerg-4503	284	1	springer	springer	NOUN
fuelectenerg-4503	284	2	publication	publication	NOUN
fuelectenerg-4503	284	3	,	,	PUNCT
fuelectenerg-4503	284	4	studies	study	NOUN
fuelectenerg-4503	284	5	in	in	ADP
fuelectenerg-4503	284	6	computational	computational	ADJ
fuelectenerg-4503	284	7	intelligence	intelligence	NOUN
fuelectenerg-4503	284	8	,	,	PUNCT
fuelectenerg-4503	284	9	volume	volume	NOUN
fuelectenerg-4503	284	10	313	313	NUM
fuelectenerg-4503	284	11	,	,	PUNCT
fuelectenerg-4503	284	12	springer	springer	NOUN
fuelectenerg-4503	284	13	verlag	verlag	PROPN
fuelectenerg-4503	284	14	publication	publication	NOUN
fuelectenerg-4503	284	15	,	,	PUNCT
fuelectenerg-4503	284	16	2010	2010	NUM
fuelectenerg-4503	284	17	,	,	PUNCT
fuelectenerg-4503	284	18	pp	pp	ADP
fuelectenerg-4503	284	19	.	.	PUNCT
fuelectenerg-4503	285	1	27–35	27–35	NUM
fuelectenerg-4503	285	2	.	.	PUNCT
fuelectenerg-4503	286	1	[	[	X
fuelectenerg-4503	286	2	25	25	NUM
fuelectenerg-4503	286	3	]	]	PUNCT
fuelectenerg-4503	286	4	m.	m.	NOUN
fuelectenerg-4503	286	5	hellmann	hellmann	PROPN
fuelectenerg-4503	286	6	,	,	PUNCT
fuelectenerg-4503	286	7	fuzzy	fuzzy	ADJ
fuelectenerg-4503	286	8	logic	logic	NOUN
fuelectenerg-4503	286	9	introduction	introduction	NOUN
fuelectenerg-4503	286	10	.	.	PUNCT
fuelectenerg-4503	287	1	a	a	DET
fuelectenerg-4503	287	2	laboratories	laboratory	NOUN
fuelectenerg-4503	287	3	antennas	antennas	PROPN
fuelectenerg-4503	287	4	radar	radar	NOUN
fuelectenerg-4503	287	5	telecom	telecom	PROPN
fuelectenerg-4503	287	6	,	,	PUNCT
fuelectenerg-4503	287	7	f.r.e	f.r.e	NOUN
fuelectenerg-4503	287	8	cnrs	cnrs	NOUN
fuelectenerg-4503	287	9	2272	2272	NUM
fuelectenerg-4503	287	10	,	,	PUNCT
fuelectenerg-4503	287	11	equipe	equipe	ADJ
fuelectenerg-4503	287	12	radar	radar	NOUN
fuelectenerg-4503	287	13	polarimetrie	polarimetrie	NOUN
fuelectenerg-4503	287	14	,	,	PUNCT
fuelectenerg-4503	287	15	2000	2000	NUM
fuelectenerg-4503	287	16	,	,	PUNCT
fuelectenerg-4503	287	17	france	france	PROPN
fuelectenerg-4503	287	18	[	[	X
fuelectenerg-4503	287	19	26	26	NUM
fuelectenerg-4503	287	20	]	]	X
fuelectenerg-4503	287	21	s.m.a	s.m.a	PROPN
fuelectenerg-4503	287	22	.	.	PROPN
fuelectenerg-4503	287	23	naqshbandi	naqshbandi	PROPN
fuelectenerg-4503	287	24	and	and	CCONJ
fuelectenerg-4503	287	25	v.w	v.w	PROPN
fuelectenerg-4503	287	26	.	.	PROPN
fuelectenerg-4503	287	27	samawi	samawi	PROPN
fuelectenerg-4503	287	28	,	,	PUNCT
fuelectenerg-4503	287	29	“	"	PUNCT
fuelectenerg-4503	287	30	one	one	NUM
fuelectenerg-4503	287	31	-	-	PUNCT
fuelectenerg-4503	287	32	rule	rule	NOUN
fuelectenerg-4503	287	33	genetic	genetic	ADJ
fuelectenerg-4503	287	34	-	-	PUNCT
fuelectenerg-4503	287	35	fuzzy	fuzzy	ADJ
fuelectenerg-4503	287	36	classifier	classifier	NOUN
fuelectenerg-4503	287	37	”	"	PUNCT
fuelectenerg-4503	287	38	,	,	PUNCT
fuelectenerg-4503	287	39	in	in	ADP
fuelectenerg-4503	287	40	proceedings	proceeding	NOUN
fuelectenerg-4503	287	41	f	f	X
fuelectenerg-4503	288	1	the	the	DET
fuelectenerg-4503	288	2	2012	2012	NUM
fuelectenerg-4503	288	3	ieee	ieee	PROPN
fuelectenerg-4503	288	4	international	international	ADJ
fuelectenerg-4503	288	5	conference	conference	NOUN
fuelectenerg-4503	288	6	on	on	ADP
fuelectenerg-4503	288	7	in	in	ADP
fuelectenerg-4503	288	8	computer	computer	NOUN
fuelectenerg-4503	288	9	science	science	NOUN
fuelectenerg-4503	288	10	and	and	CCONJ
fuelectenerg-4503	288	11	automation	automation	NOUN
fuelectenerg-4503	288	12	engineering	engineering	NOUN
fuelectenerg-4503	288	13	(	(	PUNCT
fuelectenerg-4503	288	14	csae	csae	NOUN
fuelectenerg-4503	288	15	)	)	PUNCT
fuelectenerg-4503	288	16	,	,	PUNCT
fuelectenerg-4503	288	17	vol	vol	NOUN
fuelectenerg-4503	288	18	.	.	PROPN
fuelectenerg-4503	288	19	2	2	NUM
fuelectenerg-4503	288	20	,	,	PUNCT
fuelectenerg-4503	288	21	2012	2012	NUM
fuelectenerg-4503	288	22	,	,	PUNCT
fuelectenerg-4503	288	23	pp	pp	ADP
fuelectenerg-4503	288	24	.	.	PUNCT
fuelectenerg-4503	289	1	204–208	204–208	NUM
fuelectenerg-4503	289	2	.	.	PUNCT
fuelectenerg-4503	290	1	[	[	X
fuelectenerg-4503	290	2	27	27	NUM
fuelectenerg-4503	290	3	]	]	PUNCT
fuelectenerg-4503	290	4	k.	k.	PROPN
fuelectenerg-4503	290	5	subramanian	subramanian	PROPN
fuelectenerg-4503	290	6	,	,	PUNCT
fuelectenerg-4503	290	7	“	"	PUNCT
fuelectenerg-4503	290	8	emerging	emerge	VERB
fuelectenerg-4503	290	9	intuitionistic	intuitionistic	ADJ
fuelectenerg-4503	290	10	fuzzy	fuzzy	ADJ
fuelectenerg-4503	290	11	classifiers	classifier	NOUN
fuelectenerg-4503	290	12	for	for	ADP
fuelectenerg-4503	290	13	intrusion	intrusion	NOUN
fuelectenerg-4503	290	14	detection	detection	NOUN
fuelectenerg-4503	290	15	system	system	NOUN
fuelectenerg-4503	290	16	”	"	PUNCT
fuelectenerg-4503	290	17	,	,	PUNCT
fuelectenerg-4503	290	18	journal	journal	NOUN
fuelectenerg-4503	290	19	of	of	ADP
fuelectenerg-4503	290	20	advances	advance	NOUN
fuelectenerg-4503	290	21	in	in	ADP
fuelectenerg-4503	290	22	information	information	NOUN
fuelectenerg-4503	290	23	technology	technology	NOUN
fuelectenerg-4503	290	24	2.2	2.2	NUM
fuelectenerg-4503	290	25	,	,	PUNCT
fuelectenerg-4503	290	26	pp	pp	ADJ
fuelectenerg-4503	290	27	.	.	PUNCT
fuelectenerg-4503	291	1	99–108	99–108	NUM
fuelectenerg-4503	291	2	,	,	PUNCT
fuelectenerg-4503	291	3	2011	2011	NUM
fuelectenerg-4503	291	4	.	.	PUNCT
fuelectenerg-4503	292	1	[	[	X
fuelectenerg-4503	292	2	28	28	NUM
fuelectenerg-4503	292	3	]	]	X
fuelectenerg-4503	292	4	matlab	matlab	PROPN
fuelectenerg-4503	292	5	&	&	CCONJ
fuelectenerg-4503	292	6	simulink	simulink	PROPN
fuelectenerg-4503	292	7	,	,	PUNCT
fuelectenerg-4503	292	8	“	"	PUNCT
fuelectenerg-4503	292	9	what	what	PRON
fuelectenerg-4503	292	10	is	be	AUX
fuelectenerg-4503	292	11	sugeno	sugeno	NOUN
fuelectenerg-4503	292	12	-	-	PUNCT
fuelectenerg-4503	292	13	type	type	NOUN
fuelectenerg-4503	292	14	fuzzy	fuzzy	ADJ
fuelectenerg-4503	292	15	inference	inference	NOUN
fuelectenerg-4503	292	16	?	?	PUNCT
fuelectenerg-4503	292	17	”	"	PUNCT
fuelectenerg-4503	292	18	,	,	PUNCT
fuelectenerg-4503	292	19	http://www.mathworks.com/help/fuzzy/	http://www.mathworks.com/help/fuzzy/	PROPN
fuelectenerg-4503	292	20	what-is-sugeno-type-fuzzy-inference.html	what-is-sugeno-type-fuzzy-inference.html	PROPN
fuelectenerg-4503	293	1	[	[	X
fuelectenerg-4503	293	2	29	29	NUM
fuelectenerg-4503	293	3	]	]	X
fuelectenerg-4503	293	4	b.	b.	PROPN
fuelectenerg-4503	293	5	lazzerini	lazzerini	PROPN
fuelectenerg-4503	293	6	,	,	PUNCT
fuelectenerg-4503	293	7	fuzzy	fuzzy	ADJ
fuelectenerg-4503	293	8	logic	logic	NOUN
fuelectenerg-4503	293	9	toolbox	toolbox	NOUN
fuelectenerg-4503	293	10	,	,	PUNCT
fuelectenerg-4503	293	11	http://www.unife.it/ing/lm.infoauto/tecniche-controllo/fis_estratto.pdf	http://www.unife.it/ing/lm.infoauto/tecniche-controllo/fis_estratto.pdf	ADJ
fuelectenerg-4503	293	12	[	[	X
fuelectenerg-4503	293	13	30	30	NUM
fuelectenerg-4503	293	14	]	]	X
fuelectenerg-4503	293	15	fuzzy	fuzzy	ADJ
fuelectenerg-4503	293	16	logic	logic	NOUN
fuelectenerg-4503	293	17	toolbox	toolbox	NOUN
fuelectenerg-4503	293	18	user	user	NOUN
fuelectenerg-4503	293	19	's	's	PART
fuelectenerg-4503	293	20	guide	guide	NOUN
fuelectenerg-4503	293	21	,	,	PUNCT
fuelectenerg-4503	293	22	http://www.mathworks.com/help/pdf_doc/fuzzy/fuzzy.pdf	http://www.mathworks.com/help/pdf_doc/fuzzy/fuzzy.pdf	NUM
fuelectenerg-4503	293	23	[	[	X
fuelectenerg-4503	293	24	31	31	NUM
fuelectenerg-4503	293	25	]	]	X
fuelectenerg-4503	293	26	o.	o.	PROPN
fuelectenerg-4503	293	27	osanaiye	osanaiye	PROPN
fuelectenerg-4503	293	28	,	,	PUNCT
fuelectenerg-4503	293	29	k.k.r	k.k.r	NOUN
fuelectenerg-4503	293	30	.	.	PUNCT
fuelectenerg-4503	294	1	choo	choo	PROPN
fuelectenerg-4503	294	2	and	and	CCONJ
fuelectenerg-4503	294	3	m.	m.	NOUN
fuelectenerg-4503	294	4	dlodlo	dlodlo	NOUN
fuelectenerg-4503	294	5	,	,	PUNCT
fuelectenerg-4503	294	6	“	"	PUNCT
fuelectenerg-4503	294	7	change	change	NOUN
fuelectenerg-4503	294	8	-	-	PUNCT
fuelectenerg-4503	294	9	point	point	NOUN
fuelectenerg-4503	294	10	cloud	cloud	NOUN
fuelectenerg-4503	294	11	ddos	ddo	NOUN
fuelectenerg-4503	294	12	detection	detection	NOUN
fuelectenerg-4503	294	13	using	use	VERB
fuelectenerg-4503	294	14	packet	packet	NOUN
fuelectenerg-4503	294	15	inter	inter	ADJ
fuelectenerg-4503	294	16	-	-	ADJ
fuelectenerg-4503	294	17	arrival	arrival	ADJ
fuelectenerg-4503	294	18	time	time	NOUN
fuelectenerg-4503	294	19	”	"	PUNCT
fuelectenerg-4503	294	20	,	,	PUNCT
fuelectenerg-4503	294	21	in	in	ADP
fuelectenerg-4503	294	22	proceedings	proceeding	NOUN
fuelectenerg-4503	294	23	of	of	ADP
fuelectenerg-4503	294	24	the	the	DET
fuelectenerg-4503	294	25	8th	8th	ADJ
fuelectenerg-4503	294	26	ieee	ieee	NOUN
fuelectenerg-4503	294	27	computer	computer	NOUN
fuelectenerg-4503	294	28	science	science	PROPN
fuelectenerg-4503	294	29	&	&	CCONJ
fuelectenerg-4503	294	30	electronic	electronic	ADJ
fuelectenerg-4503	294	31	engineering	engineering	NOUN
fuelectenerg-4503	294	32	conference	conference	NOUN
fuelectenerg-4503	294	33	(	(	PUNCT
fuelectenerg-4503	294	34	ceec’16	ceec’16	PROPN
fuelectenerg-4503	294	35	)	)	PUNCT
fuelectenerg-4503	294	36	,	,	PUNCT
fuelectenerg-4503	294	37	sept	sept	PROPN
fuelectenerg-4503	294	38	28th	28th	PROPN
fuelectenerg-4503	294	39	-30th	-30th	PROPN
fuelectenerg-4503	294	40	2016	2016	NUM
fuelectenerg-4503	294	41	,	,	PUNCT
fuelectenerg-4503	294	42	essex	essex	NOUN
fuelectenerg-4503	294	43	,	,	PUNCT
fuelectenerg-4503	294	44	uk	uk	PROPN
fuelectenerg-4503	294	45	.	.	PUNCT
fuelectenerg-4503	295	1	[	[	X
fuelectenerg-4503	295	2	32	32	NUM
fuelectenerg-4503	295	3	]	]	PUNCT
fuelectenerg-4503	295	4	o.	o.	PROPN
fuelectenerg-4503	295	5	osanaiye	osanaiye	PROPN
fuelectenerg-4503	295	6	,	,	PUNCT
fuelectenerg-4503	295	7	a.s	a.s	PROPN
fuelectenerg-4503	295	8	.	.	PROPN
fuelectenerg-4503	295	9	alfa	alfa	PROPN
fuelectenerg-4503	295	10	and	and	CCONJ
fuelectenerg-4503	295	11	g.p	g.p	PROPN
fuelectenerg-4503	295	12	.	.	PROPN
fuelectenerg-4503	295	13	hancke	hancke	PROPN
fuelectenerg-4503	295	14	,	,	PUNCT
fuelectenerg-4503	295	15	“	"	PUNCT
fuelectenerg-4503	295	16	a	a	DET
fuelectenerg-4503	295	17	statistical	statistical	ADJ
fuelectenerg-4503	295	18	approach	approach	NOUN
fuelectenerg-4503	295	19	to	to	PART
fuelectenerg-4503	295	20	detect	detect	VERB
fuelectenerg-4503	295	21	jamming	jamming	NOUN
fuelectenerg-4503	295	22	attacks	attack	NOUN
fuelectenerg-4503	295	23	in	in	ADP
fuelectenerg-4503	295	24	wireless	wireless	ADJ
fuelectenerg-4503	295	25	sensor	sensor	NOUN
fuelectenerg-4503	295	26	networks	network	NOUN
fuelectenerg-4503	295	27	”	"	PUNCT
fuelectenerg-4503	295	28	,	,	PUNCT
fuelectenerg-4503	295	29	sensors	sensor	NOUN
fuelectenerg-4503	295	30	,	,	PUNCT
fuelectenerg-4503	295	31	vol	vol	NOUN
fuelectenerg-4503	295	32	.	.	PROPN
fuelectenerg-4503	295	33	18	18	NUM
fuelectenerg-4503	295	34	,	,	PUNCT
fuelectenerg-4503	295	35	no	no	INTJ
fuelectenerg-4503	295	36	.	.	NOUN
fuelectenerg-4503	295	37	6	6	NUM
fuelectenerg-4503	295	38	,	,	PUNCT
fuelectenerg-4503	295	39	p.	p.	NOUN
fuelectenerg-4503	295	40	1691	1691	NUM
fuelectenerg-4503	295	41	,	,	PUNCT
fuelectenerg-4503	295	42	2018	2018	NUM
fuelectenerg-4503	295	43	.	.	PUNCT
fuelectenerg-4503	296	1	http://www.itl.nist.gov/div898/handbook/pmc/section3/pmc324.htm	http://www.itl.nist.gov/div898/handbook/pmc/section3/pmc324.htm	PROPN
fuelectenerg-4503	296	2	http://www.itl.nist.gov/div898/handbook/pmc/section3/pmc324.htm	http://www.itl.nist.gov/div898/handbook/pmc/section3/pmc324.htm	PROPN
fuelectenerg-4503	296	3	http://www.ist-scampi.org/publications/papers/siris-globecom2004.pdf	http://www.ist-scampi.org/publications/papers/siris-globecom2004.pdf	PROPN