id	sid	tid	token	lemma	pos
ap-816	1	1	ap06_2.vp	ap06_2.vp	NOUN
ap-816	1	2	1	1	NUM
ap-816	1	3	introduction	introduction	NOUN
ap-816	1	4	adaptive	adaptive	ADJ
ap-816	1	5	control	control	NOUN
ap-816	1	6	systems	system	NOUN
ap-816	1	7	typically	typically	ADV
ap-816	1	8	work	work	VERB
ap-816	1	9	in	in	ADP
ap-816	1	10	a	a	DET
ap-816	1	11	feedback	feedback	NOUN
ap-816	1	12	regime	regime	NOUN
ap-816	1	13	,	,	PUNCT
ap-816	1	14	hence	hence	ADV
ap-816	1	15	the	the	DET
ap-816	1	16	quality	quality	NOUN
ap-816	1	17	of	of	ADP
ap-816	1	18	the	the	DET
ap-816	1	19	control	control	NOUN
ap-816	1	20	depends	depend	VERB
ap-816	1	21	heavily	heavily	ADV
ap-816	1	22	on	on	ADP
ap-816	1	23	the	the	DET
ap-816	1	24	quality	quality	NOUN
ap-816	1	25	of	of	ADP
ap-816	1	26	the	the	DET
ap-816	1	27	measurements	measurement	NOUN
ap-816	1	28	of	of	ADP
ap-816	1	29	the	the	DET
ap-816	1	30	process	process	NOUN
ap-816	1	31	data	datum	NOUN
ap-816	1	32	.	.	PUNCT
ap-816	2	1	however	however	ADV
ap-816	2	2	,	,	PUNCT
ap-816	2	3	the	the	DET
ap-816	2	4	measured	measure	VERB
ap-816	2	5	data	datum	NOUN
ap-816	2	6	are	be	AUX
ap-816	2	7	often	often	ADV
ap-816	2	8	corrupted	corrupt	VERB
ap-816	2	9	by	by	ADP
ap-816	2	10	various	various	ADJ
ap-816	2	11	disturbances	disturbance	NOUN
ap-816	2	12	caused	cause	VERB
ap-816	2	13	by	by	ADP
ap-816	2	14	uncertain	uncertain	ADJ
ap-816	2	15	elements	element	NOUN
ap-816	2	16	of	of	ADP
ap-816	2	17	the	the	DET
ap-816	2	18	process	process	NOUN
ap-816	2	19	,	,	PUNCT
ap-816	2	20	such	such	ADJ
ap-816	2	21	as	as	ADP
ap-816	2	22	measurement	measurement	NOUN
ap-816	2	23	noise	noise	NOUN
ap-816	2	24	,	,	PUNCT
ap-816	2	25	malfunctions	malfunction	NOUN
ap-816	2	26	of	of	ADP
ap-816	2	27	measuring	measure	VERB
ap-816	2	28	devices	device	NOUN
ap-816	2	29	,	,	PUNCT
ap-816	2	30	etc	etc	X
ap-816	2	31	.	.	X
ap-816	3	1	these	these	DET
ap-816	3	2	disturbances	disturbance	NOUN
ap-816	3	3	can	can	AUX
ap-816	3	4	negatively	negatively	ADV
ap-816	3	5	influence	influence	VERB
ap-816	3	6	the	the	DET
ap-816	3	7	performance	performance	NOUN
ap-816	3	8	of	of	ADP
ap-816	3	9	the	the	DET
ap-816	3	10	resulting	result	VERB
ap-816	3	11	automatic	automatic	ADJ
ap-816	3	12	system	system	NOUN
ap-816	3	13	.	.	PUNCT
ap-816	4	1	therefore	therefore	ADV
ap-816	4	2	,	,	PUNCT
ap-816	4	3	the	the	DET
ap-816	4	4	task	task	NOUN
ap-816	4	5	of	of	ADP
ap-816	4	6	data	datum	NOUN
ap-816	4	7	pre	pre	ADJ
ap-816	4	8	-	-	ADJ
ap-816	4	9	processing	processing	ADJ
ap-816	4	10	(	(	PUNCT
ap-816	4	11	filtration	filtration	NOUN
ap-816	4	12	)	)	PUNCT
ap-816	4	13	is	be	AUX
ap-816	4	14	of	of	ADP
ap-816	4	15	great	great	ADJ
ap-816	4	16	importance	importance	NOUN
ap-816	4	17	in	in	ADP
ap-816	4	18	adaptive	adaptive	ADJ
ap-816	4	19	control	control	NOUN
ap-816	4	20	,	,	PUNCT
ap-816	4	21	e.g.	e.g.	ADV
ap-816	4	22	[	[	X
ap-816	4	23	1	1	NUM
ap-816	4	24	]	]	PUNCT
ap-816	4	25	or	or	CCONJ
ap-816	4	26	[	[	X
ap-816	4	27	2	2	NUM
ap-816	4	28	]	]	PUNCT
ap-816	4	29	.	.	PUNCT
ap-816	5	1	one	one	NUM
ap-816	5	2	of	of	ADP
ap-816	5	3	the	the	DET
ap-816	5	4	most	most	ADV
ap-816	5	5	dangerous	dangerous	ADJ
ap-816	5	6	corruptions	corruption	NOUN
ap-816	5	7	of	of	ADP
ap-816	5	8	the	the	DET
ap-816	5	9	measured	measure	VERB
ap-816	5	10	data	datum	NOUN
ap-816	5	11	is	be	AUX
ap-816	5	12	due	due	ADJ
ap-816	5	13	to	to	ADP
ap-816	5	14	outliers	outlier	NOUN
ap-816	5	15	.	.	PUNCT
ap-816	6	1	an	an	DET
ap-816	6	2	outlier	outlier	NOUN
ap-816	6	3	is	be	AUX
ap-816	6	4	an	an	DET
ap-816	6	5	incorrect	incorrect	ADJ
ap-816	6	6	measurement	measurement	NOUN
ap-816	6	7	of	of	ADP
ap-816	6	8	the	the	DET
ap-816	6	9	process	process	NOUN
ap-816	6	10	,	,	PUNCT
ap-816	6	11	which	which	PRON
ap-816	6	12	is	be	AUX
ap-816	6	13	significantly	significantly	ADV
ap-816	6	14	different	different	ADJ
ap-816	6	15	from	from	ADP
ap-816	6	16	the	the	DET
ap-816	6	17	real	real	ADJ
ap-816	6	18	process	process	NOUN
ap-816	6	19	data	datum	NOUN
ap-816	6	20	.	.	PUNCT
ap-816	7	1	two	two	NUM
ap-816	7	2	types	type	NOUN
ap-816	7	3	of	of	ADP
ap-816	7	4	outliers	outlier	NOUN
ap-816	7	5	are	be	AUX
ap-816	7	6	distinguished	distinguish	VERB
ap-816	7	7	:	:	PUNCT
ap-816	7	8	i	i	NOUN
ap-816	7	9	)	)	PUNCT
ap-816	7	10	isolated	isolated	ADJ
ap-816	7	11	outliers	outlier	NOUN
ap-816	7	12	;	;	PUNCT
ap-816	7	13	which	which	PRON
ap-816	7	14	are	be	AUX
ap-816	7	15	caused	cause	VERB
ap-816	7	16	by	by	ADP
ap-816	7	17	an	an	DET
ap-816	7	18	isolated	isolated	ADJ
ap-816	7	19	failure	failure	NOUN
ap-816	7	20	of	of	ADP
ap-816	7	21	the	the	DET
ap-816	7	22	measurement	measurement	NOUN
ap-816	7	23	;	;	PUNCT
ap-816	7	24	ii	ii	X
ap-816	7	25	)	)	PUNCT
ap-816	7	26	blocks	block	NOUN
ap-816	7	27	of	of	ADP
ap-816	7	28	outliers	outlier	NOUN
ap-816	7	29	;	;	PUNCT
ap-816	7	30	which	which	PRON
ap-816	7	31	are	be	AUX
ap-816	7	32	caused	cause	VERB
ap-816	7	33	by	by	ADP
ap-816	7	34	a	a	DET
ap-816	7	35	temporary	temporary	ADJ
ap-816	7	36	breakdown	breakdown	NOUN
ap-816	7	37	of	of	ADP
ap-816	7	38	a	a	DET
ap-816	7	39	measuring	measure	VERB
ap-816	7	40	device	device	NOUN
ap-816	7	41	.	.	PUNCT
ap-816	8	1	the	the	DET
ap-816	8	2	former	former	ADJ
ap-816	8	3	type	type	NOUN
ap-816	8	4	is	be	AUX
ap-816	8	5	relatively	relatively	ADV
ap-816	8	6	easy	easy	ADJ
ap-816	8	7	to	to	PART
ap-816	8	8	detect	detect	VERB
ap-816	8	9	.	.	PUNCT
ap-816	9	1	however	however	ADV
ap-816	9	2	,	,	PUNCT
ap-816	9	3	it	it	PRON
ap-816	9	4	is	be	AUX
ap-816	9	5	more	more	ADV
ap-816	9	6	challenging	challenging	ADJ
ap-816	9	7	to	to	PART
ap-816	9	8	detect	detect	VERB
ap-816	9	9	the	the	DET
ap-816	9	10	latter	latter	ADJ
ap-816	9	11	,	,	PUNCT
ap-816	9	12	since	since	SCONJ
ap-816	9	13	the	the	DET
ap-816	9	14	block	block	NOUN
ap-816	9	15	of	of	ADP
ap-816	9	16	outliers	outlier	NOUN
ap-816	9	17	may	may	AUX
ap-816	9	18	have	have	VERB
ap-816	9	19	some	some	DET
ap-816	9	20	characteristics	characteristic	NOUN
ap-816	9	21	of	of	ADP
ap-816	9	22	uncorrupted	uncorrupted	ADJ
ap-816	9	23	data	datum	NOUN
ap-816	9	24	.	.	PUNCT
ap-816	10	1	in	in	ADP
ap-816	10	2	this	this	DET
ap-816	10	3	paper	paper	NOUN
ap-816	10	4	,	,	PUNCT
ap-816	10	5	we	we	PRON
ap-816	10	6	will	will	AUX
ap-816	10	7	to	to	PART
ap-816	10	8	model	model	VERB
ap-816	10	9	corrupted	corrupted	ADJ
ap-816	10	10	data	datum	NOUN
ap-816	10	11	by	by	ADP
ap-816	10	12	a	a	DET
ap-816	10	13	probabilistic	probabilistic	ADJ
ap-816	10	14	mixture	mixture	NOUN
ap-816	10	15	of	of	ADP
ap-816	10	16	dynamic	dynamic	ADJ
ap-816	10	17	(	(	PUNCT
ap-816	10	18	i.e.	i.e.	X
ap-816	10	19	autoregressive	autoregressive	ADJ
ap-816	10	20	)	)	PUNCT
ap-816	10	21	models	model	NOUN
ap-816	10	22	[	[	X
ap-816	10	23	3	3	NUM
ap-816	10	24	,	,	PUNCT
ap-816	10	25	4	4	NUM
ap-816	10	26	,	,	PUNCT
ap-816	10	27	5	5	NUM
ap-816	10	28	]	]	PUNCT
ap-816	10	29	.	.	PUNCT
ap-816	11	1	the	the	DET
ap-816	11	2	model	model	NOUN
ap-816	11	3	is	be	AUX
ap-816	11	4	identified	identify	VERB
ap-816	11	5	using	use	VERB
ap-816	11	6	a	a	DET
ap-816	11	7	bayesian	bayesian	NOUN
ap-816	11	8	approach	approach	NOUN
ap-816	11	9	[	[	X
ap-816	11	10	6	6	NUM
ap-816	11	11	,	,	PUNCT
ap-816	11	12	7	7	NUM
ap-816	11	13	,	,	PUNCT
ap-816	11	14	8	8	NUM
ap-816	11	15	,	,	PUNCT
ap-816	11	16	9	9	NUM
ap-816	11	17	,	,	PUNCT
ap-816	11	18	10	10	NUM
ap-816	11	19	]	]	PUNCT
ap-816	11	20	.	.	PUNCT
ap-816	12	1	aim	aim	NOUN
ap-816	12	2	and	and	CCONJ
ap-816	12	3	outline	outline	NOUN
ap-816	12	4	of	of	ADP
ap-816	12	5	the	the	DET
ap-816	12	6	solution	solution	NOUN
ap-816	12	7	the	the	DET
ap-816	12	8	task	task	NOUN
ap-816	12	9	addressed	address	VERB
ap-816	12	10	in	in	ADP
ap-816	12	11	this	this	DET
ap-816	12	12	paper	paper	NOUN
ap-816	12	13	is	be	AUX
ap-816	12	14	to	to	PART
ap-816	12	15	detect	detect	VERB
ap-816	12	16	of	of	ADP
ap-816	12	17	outliers	outlier	NOUN
ap-816	12	18	and	and	CCONJ
ap-816	12	19	to	to	PART
ap-816	12	20	reconstruct	reconstruct	VERB
ap-816	12	21	the	the	DET
ap-816	12	22	measured	measured	ADJ
ap-816	12	23	data	datum	NOUN
ap-816	12	24	.	.	PUNCT
ap-816	13	1	the	the	DET
ap-816	13	2	proposed	propose	VERB
ap-816	13	3	solution	solution	NOUN
ap-816	13	4	of	of	ADP
ap-816	13	5	this	this	DET
ap-816	13	6	task	task	NOUN
ap-816	13	7	is	be	AUX
ap-816	13	8	based	base	VERB
ap-816	13	9	on	on	ADP
ap-816	13	10	modelling	modelling	NOUN
ap-816	13	11	of	of	ADP
ap-816	13	12	the	the	DET
ap-816	13	13	corrupted	corrupted	ADJ
ap-816	13	14	data	datum	NOUN
ap-816	13	15	by	by	ADP
ap-816	13	16	a	a	DET
ap-816	13	17	mixture	mixture	NOUN
ap-816	13	18	model	model	NOUN
ap-816	13	19	comprising	comprise	VERB
ap-816	13	20	two	two	NUM
ap-816	13	21	components	component	NOUN
ap-816	13	22	.	.	PUNCT
ap-816	14	1	the	the	DET
ap-816	14	2	first	first	ADJ
ap-816	14	3	component	component	NOUN
ap-816	14	4	models	model	NOUN
ap-816	14	5	the	the	DET
ap-816	14	6	uncorrupted	uncorrupted	ADJ
ap-816	14	7	data	datum	NOUN
ap-816	14	8	,	,	PUNCT
ap-816	14	9	while	while	SCONJ
ap-816	14	10	the	the	DET
ap-816	14	11	second	second	ADJ
ap-816	14	12	models	model	NOUN
ap-816	14	13	the	the	DET
ap-816	14	14	outliers	outlier	NOUN
ap-816	14	15	.	.	PUNCT
ap-816	15	1	detected	detect	VERB
ap-816	15	2	outliers	outlier	NOUN
ap-816	15	3	are	be	AUX
ap-816	15	4	replaced	replace	VERB
ap-816	15	5	by	by	ADP
ap-816	15	6	predictions	prediction	NOUN
ap-816	15	7	from	from	ADP
ap-816	15	8	the	the	DET
ap-816	15	9	first	first	ADJ
ap-816	15	10	component	component	NOUN
ap-816	15	11	.	.	PUNCT
ap-816	16	1	2	2	NUM
ap-816	16	2	principle	principle	NOUN
ap-816	16	3	of	of	ADP
ap-816	16	4	mixture	mixture	NOUN
ap-816	16	5	model	model	NOUN
ap-816	16	6	estimation	estimation	NOUN
ap-816	16	7	the	the	DET
ap-816	16	8	quasi	quasi	NOUN
ap-816	16	9	-	-	ADJ
ap-816	16	10	bayes	bayes	ADJ
ap-816	16	11	algorithm	algorithm	NOUN
ap-816	16	12	for	for	ADP
ap-816	16	13	recursive	recursive	ADJ
ap-816	16	14	estimation	estimation	NOUN
ap-816	16	15	of	of	ADP
ap-816	16	16	mixture	mixture	NOUN
ap-816	16	17	model	model	NOUN
ap-816	16	18	parameters	parameter	NOUN
ap-816	16	19	was	be	AUX
ap-816	16	20	developed	develop	VERB
ap-816	16	21	recently	recently	ADV
ap-816	16	22	[	[	X
ap-816	16	23	11	11	NUM
ap-816	16	24	]	]	PUNCT
ap-816	16	25	.	.	PUNCT
ap-816	17	1	the	the	DET
ap-816	17	2	algorithm	algorithm	NOUN
ap-816	17	3	is	be	AUX
ap-816	17	4	designed	design	VERB
ap-816	17	5	for	for	ADP
ap-816	17	6	estimating	estimate	VERB
ap-816	17	7	mixture	mixture	NOUN
ap-816	17	8	model	model	NOUN
ap-816	17	9	parameters	parameter	NOUN
ap-816	17	10	with	with	ADP
ap-816	17	11	components	component	NOUN
ap-816	17	12	in	in	ADP
ap-816	17	13	the	the	DET
ap-816	17	14	form	form	NOUN
ap-816	17	15	of	of	ADP
ap-816	17	16	linear	linear	ADJ
ap-816	17	17	regression	regression	NOUN
ap-816	17	18	models	model	NOUN
ap-816	17	19	.	.	PUNCT
ap-816	18	1	the	the	DET
ap-816	18	2	mixing	mix	VERB
ap-816	18	3	weights	weight	NOUN
ap-816	18	4	of	of	ADP
ap-816	18	5	the	the	DET
ap-816	18	6	components	component	NOUN
ap-816	18	7	are	be	AUX
ap-816	18	8	considered	consider	VERB
ap-816	18	9	to	to	PART
ap-816	18	10	be	be	AUX
ap-816	18	11	unknown	unknown	ADJ
ap-816	18	12	,	,	PUNCT
ap-816	18	13	and	and	CCONJ
ap-816	18	14	their	their	PRON
ap-816	18	15	estimates	estimate	NOUN
ap-816	18	16	are	be	AUX
ap-816	18	17	also	also	ADV
ap-816	18	18	provided	provide	VERB
ap-816	18	19	by	by	ADP
ap-816	18	20	the	the	DET
ap-816	18	21	algorithm	algorithm	NOUN
ap-816	18	22	.	.	PUNCT
ap-816	19	1	mixture	mixture	NOUN
ap-816	19	2	models	model	NOUN
ap-816	19	3	the	the	DET
ap-816	19	4	mixture	mixture	NOUN
ap-816	19	5	model	model	NOUN
ap-816	19	6	is	be	AUX
ap-816	19	7	described	describe	VERB
ap-816	19	8	as	as	ADP
ap-816	19	9	a	a	DET
ap-816	19	10	conditional	conditional	ADJ
ap-816	19	11	probability	probability	NOUN
ap-816	19	12	density	density	NOUN
ap-816	20	1	f	f	PROPN
ap-816	21	1	d	d	PROPN
ap-816	21	2	d	d	PROPN
ap-816	21	3	t	t	X
ap-816	22	1	f	f	X
ap-816	22	2	dt	dt	INTJ
ap-816	23	1	i	i	PRON
ap-816	24	1	i	i	PRON
ap-816	24	2	t	t	X
ap-816	25	1	t	t	X
ap-816	26	1	i	i	PRON
ap-816	27	1	i	i	PRON
ap-816	27	2	c	c	VERB
ap-816	27	3	(	(	PUNCT
ap-816	27	4	(	(	PUNCT
ap-816	27	5	)	)	PUNCT
ap-816	27	6	,	,	PUNCT
ap-816	27	7	,	,	PUNCT
ap-816	27	8	)	)	PUNCT
ap-816	27	9	(	(	PUNCT
ap-816	27	10	,	,	PUNCT
ap-816	27	11	)	)	PUNCT
ap-816	27	12	�	�	PROPN
ap-816	27	13	�	�	PROPN
ap-816	27	14	�	�	PROPN
ap-816	27	15	�	�	PROPN
ap-816	27	16	�	�	PROPN
ap-816	27	17	1	1	NUM
ap-816	27	18	1	1	NUM
ap-816	27	19	1	1	NUM
ap-816	27	20	�	�	PROPN
ap-816	27	21	�	�	PROPN
ap-816	27	22	�	�	PROPN
ap-816	27	23	�	�	PROPN
ap-816	27	24	�	�	PROPN
ap-816	27	25	�	�	PROPN
ap-816	27	26	(	(	PUNCT
ap-816	27	27	1	1	NUM
ap-816	27	28	)	)	PUNCT
ap-816	27	29	where	where	SCONJ
ap-816	27	30	f	f	PROPN
ap-816	27	31	(	(	PUNCT
ap-816	27	32	)	)	PUNCT
ap-816	27	33	�	�	PROPN
ap-816	27	34	�	�	PROPN
ap-816	27	35	denotes	denote	VERB
ap-816	27	36	conditional	conditional	ADJ
ap-816	27	37	probability	probability	NOUN
ap-816	27	38	density	density	NOUN
ap-816	27	39	function	function	NOUN
ap-816	27	40	(	(	PUNCT
ap-816	27	41	pdf	pdf	NOUN
ap-816	27	42	)	)	PUNCT
ap-816	27	43	,	,	PUNCT
ap-816	28	1	d	d	PROPN
ap-816	28	2	is	be	AUX
ap-816	28	3	modelled	model	VERB
ap-816	28	4	(	(	PUNCT
ap-816	28	5	and	and	CCONJ
ap-816	28	6	filtered	filter	VERB
ap-816	28	7	)	)	PUNCT
ap-816	28	8	variable	variable	NOUN
ap-816	28	9	;	;	PUNCT
ap-816	28	10	dt	dt	PROPN
ap-816	28	11	is	be	AUX
ap-816	28	12	actual	actual	ADJ
ap-816	28	13	value	value	NOUN
ap-816	28	14	at	at	ADP
ap-816	28	15	time	time	NOUN
ap-816	28	16	t	t	PROPN
ap-816	28	17	,	,	PUNCT
ap-816	28	18	�	�	PROPN
ap-816	28	19	t	t	PROPN
ap-816	28	20	�	�	PROPN
ap-816	28	21	1	1	NUM
ap-816	28	22	is	be	AUX
ap-816	28	23	a	a	DET
ap-816	28	24	vector	vector	NOUN
ap-816	28	25	of	of	ADP
ap-816	28	26	historical	historical	ADJ
ap-816	28	27	data	datum	NOUN
ap-816	28	28	on	on	ADP
ap-816	28	29	which	which	PRON
ap-816	28	30	dt	dt	PROPN
ap-816	28	31	depends	depend	VERB
ap-816	28	32	,	,	PUNCT
ap-816	28	33	�	�	PROPN
ap-816	28	34	�	�	PROPN
ap-816	28	35	�	�	PROPN
ap-816	28	36	�	�	PROPN
ap-816	28	37	�	�	PROPN
ap-816	28	38	[	[	PUNCT
ap-816	28	39	,	,	PUNCT
ap-816	28	40	,	,	PUNCT
ap-816	28	41	,	,	PUNCT
ap-816	28	42	]	]	SYM
ap-816	28	43	1	1	NUM
ap-816	28	44	2	2	NUM
ap-816	28	45	�	�	PROPN
ap-816	28	46	�	�	PROPN
ap-816	28	47	c	c	PROPN
ap-816	28	48	are	be	AUX
ap-816	28	49	parameters	parameter	NOUN
ap-816	28	50	of	of	ADP
ap-816	28	51	individual	individual	ADJ
ap-816	28	52	components	component	NOUN
ap-816	28	53	,	,	PUNCT
ap-816	28	54	�	�	PROPN
ap-816	28	55	�	�	PROPN
ap-816	28	56	�	�	PROPN
ap-816	28	57	�	�	PROPN
ap-816	28	58	�	�	PROPN
ap-816	28	59	[	[	PUNCT
ap-816	28	60	,	,	PUNCT
ap-816	28	61	,	,	PUNCT
ap-816	28	62	,	,	PUNCT
ap-816	28	63	]	]	SYM
ap-816	28	64	1	1	NUM
ap-816	28	65	2	2	NUM
ap-816	28	66	�	�	PROPN
ap-816	28	67	�	�	PROPN
ap-816	28	68	c	c	PROPN
ap-816	28	69	is	be	AUX
ap-816	28	70	a	a	DET
ap-816	28	71	vector	vector	NOUN
ap-816	28	72	of	of	ADP
ap-816	28	73	components	component	NOUN
ap-816	28	74	weights	weight	NOUN
ap-816	28	75	,	,	PUNCT
ap-816	28	76	c	c	NOUN
ap-816	28	77	�	�	PROPN
ap-816	28	78	is	be	AUX
ap-816	28	79	number	number	NOUN
ap-816	28	80	of	of	ADP
ap-816	28	81	components	component	NOUN
ap-816	28	82	.	.	PUNCT
ap-816	29	1	the	the	DET
ap-816	29	2	main	main	ADJ
ap-816	29	3	advantage	advantage	NOUN
ap-816	29	4	of	of	ADP
ap-816	29	5	this	this	DET
ap-816	29	6	model	model	NOUN
ap-816	29	7	is	be	AUX
ap-816	29	8	the	the	DET
ap-816	29	9	ability	ability	NOUN
ap-816	29	10	to	to	PART
ap-816	29	11	describe	describe	VERB
ap-816	29	12	a	a	DET
ap-816	29	13	system	system	NOUN
ap-816	29	14	with	with	ADP
ap-816	29	15	a	a	DET
ap-816	29	16	finite	finite	ADJ
ap-816	29	17	number	number	NOUN
ap-816	29	18	of	of	ADP
ap-816	29	19	different	different	ADJ
ap-816	29	20	states	state	NOUN
ap-816	29	21	,	,	PUNCT
ap-816	29	22	even	even	ADV
ap-816	29	23	if	if	SCONJ
ap-816	29	24	the	the	DET
ap-816	29	25	relations	relation	NOUN
ap-816	29	26	between	between	ADP
ap-816	29	27	the	the	DET
ap-816	29	28	states	state	NOUN
ap-816	29	29	are	be	AUX
ap-816	29	30	very	very	ADV
ap-816	29	31	complex	complex	ADJ
ap-816	29	32	.	.	PUNCT
ap-816	30	1	bayes	baye	NOUN
ap-816	30	2	rule	rule	VERB
ap-816	30	3	for	for	ADP
ap-816	30	4	mixture	mixture	NOUN
ap-816	30	5	models	model	NOUN
ap-816	30	6	direct	direct	ADJ
ap-816	30	7	application	application	NOUN
ap-816	30	8	of	of	ADP
ap-816	30	9	the	the	DET
ap-816	30	10	well	well	ADV
ap-816	30	11	known	know	VERB
ap-816	30	12	bayes	bayes	PROPN
ap-816	30	13	rule	rule	VERB
ap-816	31	1	f	f	PROPN
ap-816	31	2	d	d	NOUN
ap-816	31	3	t	t	PROPN
ap-816	31	4	f	f	PROPN
ap-816	31	5	d	d	NOUN
ap-816	31	6	t	t	PROPN
ap-816	32	1	d	d	X
ap-816	32	2	t	t	PROPN
ap-816	32	3	f	f	PROPN
ap-816	32	4	d	d	X
ap-816	32	5	t	t	PROPN
ap-816	32	6	(	(	PUNCT
ap-816	32	7	,	,	PUNCT
ap-816	32	8	(	(	PUNCT
ap-816	32	9	)	)	PUNCT
ap-816	32	10	)	)	PUNCT
ap-816	33	1	(	(	PUNCT
ap-816	33	2	(	(	PUNCT
ap-816	33	3	)	)	PUNCT
ap-816	33	4	(	(	PUNCT
ap-816	33	5	)	)	PUNCT
ap-816	33	6	,	,	PUNCT
ap-816	33	7	,	,	PUNCT
ap-816	33	8	)	)	PUNCT
ap-816	33	9	(	(	PUNCT
ap-816	33	10	,	,	PUNCT
ap-816	33	11	(	(	PUNCT
ap-816	33	12	)	)	PUNCT
ap-816	33	13	)	)	PUNCT
ap-816	33	14	�	�	PROPN
ap-816	33	15	�	�	PROPN
ap-816	33	16	�	�	PROPN
ap-816	33	17	�	�	PROPN
ap-816	33	18	�	�	PROPN
ap-816	33	19	�	�	PROPN
ap-816	33	20	�	�	PROPN
ap-816	33	21	�	�	PROPN
ap-816	33	22	�	�	PROPN
ap-816	33	23	1	1	NUM
ap-816	33	24	1	1	NUM
ap-816	33	25	(	(	PUNCT
ap-816	33	26	2	2	NUM
ap-816	33	27	)	)	PUNCT
ap-816	33	28	to	to	ADP
ap-816	33	29	the	the	DET
ap-816	33	30	mixture	mixture	NOUN
ap-816	33	31	model	model	NOUN
ap-816	33	32	(	(	PUNCT
ap-816	33	33	1	1	X
ap-816	33	34	)	)	PUNCT
ap-816	33	35	yields	yield	NOUN
ap-816	33	36	intractable	intractable	ADJ
ap-816	33	37	posterior	posterior	ADJ
ap-816	33	38	distribution	distribution	NOUN
ap-816	33	39	.	.	PUNCT
ap-816	34	1	specifically	specifically	ADV
ap-816	34	2	,	,	PUNCT
ap-816	34	3	application	application	NOUN
ap-816	34	4	of	of	ADP
ap-816	34	5	the	the	DET
ap-816	34	6	bayes	bayes	PROPN
ap-816	34	7	rule	rule	NOUN
ap-816	34	8	(	(	PUNCT
ap-816	34	9	2	2	NUM
ap-816	34	10	)	)	PUNCT
ap-816	34	11	to	to	ADP
ap-816	34	12	the	the	DET
ap-816	34	13	mixture	mixture	NOUN
ap-816	34	14	model	model	NOUN
ap-816	34	15	(	(	PUNCT
ap-816	34	16	1	1	X
ap-816	34	17	)	)	PUNCT
ap-816	34	18	yields	yield	VERB
ap-816	34	19	posterior	posterior	ADJ
ap-816	34	20	distribution	distribution	NOUN
ap-816	34	21	in	in	ADP
ap-816	34	22	the	the	DET
ap-816	34	23	form	form	NOUN
ap-816	34	24	of	of	ADP
ap-816	34	25	a	a	DET
ap-816	34	26	mixture	mixture	NOUN
ap-816	34	27	with	with	ADP
ap-816	34	28	ct	ct	PROPN
ap-816	34	29	components	component	NOUN
ap-816	34	30	.	.	PUNCT
ap-816	35	1	hence	hence	ADV
ap-816	35	2	,	,	PUNCT
ap-816	35	3	the	the	DET
ap-816	35	4	complexity	complexity	NOUN
ap-816	35	5	of	of	ADP
ap-816	35	6	the	the	DET
ap-816	35	7	posterior	posterior	NOUN
ap-816	35	8	grows	grow	VERB
ap-816	35	9	with	with	ADP
ap-816	35	10	time	time	NOUN
ap-816	35	11	,	,	PUNCT
ap-816	35	12	t	t	PROPN
ap-816	35	13	,	,	PUNCT
ap-816	35	14	which	which	PRON
ap-816	35	15	is	be	AUX
ap-816	35	16	prohibitive	prohibitive	ADJ
ap-816	35	17	for	for	ADP
ap-816	35	18	on	on	ADP
ap-816	35	19	-	-	PUNCT
ap-816	35	20	line	line	NOUN
ap-816	35	21	processing	processing	NOUN
ap-816	35	22	.	.	PUNCT
ap-816	36	1	model	model	NOUN
ap-816	36	2	approximation	approximation	NOUN
ap-816	36	3	to	to	PART
ap-816	36	4	solve	solve	VERB
ap-816	36	5	the	the	DET
ap-816	36	6	above	above	ADJ
ap-816	36	7	problem	problem	NOUN
ap-816	36	8	,	,	PUNCT
ap-816	36	9	an	an	DET
ap-816	36	10	approximate	approximate	ADJ
ap-816	36	11	bayesian	bayesian	NOUN
ap-816	36	12	estimation	estimation	NOUN
ap-816	36	13	is	be	AUX
ap-816	36	14	used	use	VERB
ap-816	36	15	.	.	PUNCT
ap-816	37	1	it	it	PRON
ap-816	37	2	is	be	AUX
ap-816	37	3	achieved	achieve	VERB
ap-816	37	4	in	in	ADP
ap-816	37	5	three	three	NUM
ap-816	37	6	steps	step	NOUN
ap-816	37	7	:	:	PUNCT
ap-816	37	8	(	(	PUNCT
ap-816	37	9	i	i	NOUN
ap-816	37	10	)	)	PUNCT
ap-816	37	11	introducing	introduce	VERB
ap-816	37	12	a	a	DET
ap-816	37	13	random	random	ADJ
ap-816	37	14	variable	variable	NOUN
ap-816	37	15	ct	ct	NOUN
ap-816	37	16	that	that	PRON
ap-816	37	17	indicates	indicate	VERB
ap-816	37	18	the	the	DET
ap-816	37	19	active	active	ADJ
ap-816	37	20	component	component	NOUN
ap-816	37	21	at	at	ADP
ap-816	37	22	time	time	NOUN
ap-816	37	23	t	t	PROPN
ap-816	37	24	,	,	PUNCT
ap-816	37	25	(	(	PUNCT
ap-816	37	26	ii	ii	NOUN
ap-816	37	27	)	)	PUNCT
ap-816	37	28	reformulation	reformulation	NOUN
ap-816	37	29	of	of	ADP
ap-816	37	30	the	the	DET
ap-816	37	31	model	model	NOUN
ap-816	37	32	of	of	ADP
ap-816	37	33	the	the	DET
ap-816	37	34	active	active	ADJ
ap-816	37	35	component	component	NOUN
ap-816	37	36	into	into	ADP
ap-816	37	37	a	a	DET
ap-816	37	38	product	product	NOUN
ap-816	37	39	form	form	NOUN
ap-816	37	40	:	:	PUNCT
ap-816	38	1	f	f	PROPN
ap-816	38	2	d	d	X
ap-816	38	3	f	f	X
ap-816	38	4	dc	dc	PROPN
ap-816	38	5	t	t	PROPN
ap-816	38	6	t	t	PROPN
ap-816	39	1	i	i	PRON
ap-816	39	2	t	t	NOUN
ap-816	40	1	t	t	NOUN
ap-816	41	1	i	i	PRON
ap-816	42	1	i	i	INTJ
ap-816	42	2	c	c	VERB
ap-816	43	1	i	i	PRON
ap-816	43	2	c	c	PROPN
ap-816	43	3	t	t	PROPN
ap-816	43	4	t	t	PROPN
ap-816	43	5	(	(	PUNCT
ap-816	43	6	,	,	PUNCT
ap-816	43	7	,	,	PUNCT
ap-816	43	8	)	)	PUNCT
ap-816	43	9	(	(	PUNCT
ap-816	43	10	,	,	PUNCT
ap-816	43	11	)	)	PUNCT
ap-816	43	12	(	(	PUNCT
ap-816	43	13	)	)	PUNCT
ap-816	43	14	�	�	PROPN
ap-816	43	15	�	�	PROPN
ap-816	43	16	�	�	PROPN
ap-816	43	17	�	�	PROPN
ap-816	43	18	�	�	PROPN
ap-816	43	19	�	�	PROPN
ap-816	43	20	�	�	PROPN
ap-816	43	21	�	�	PROPN
ap-816	43	22	�	�	PROPN
ap-816	43	23	�	�	PROPN
ap-816	43	24	�	�	PROPN
ap-816	43	25	�	�	PROPN
ap-816	43	26	1	1	NUM
ap-816	43	27	1	1	NUM
ap-816	43	28	1	1	NUM
ap-816	43	29	�	�	PROPN
ap-816	43	30	,	,	PUNCT
ap-816	43	31	(	(	PUNCT
ap-816	43	32	3	3	X
ap-816	43	33	)	)	PUNCT
ap-816	43	34	and	and	CCONJ
ap-816	43	35	(	(	PUNCT
ap-816	43	36	iii	iii	NOUN
ap-816	43	37	)	)	PUNCT
ap-816	43	38	approximating	approximate	VERB
ap-816	43	39	the	the	DET
ap-816	43	40	kronecker	kronecker	NOUN
ap-816	43	41	delta	delta	NOUN
ap-816	43	42	function	function	PROPN
ap-816	43	43	�	�	PROPN
ap-816	43	44	(	(	PUNCT
ap-816	43	45	i	i	PROPN
ap-816	43	46	�	�	PROPN
ap-816	43	47	ct	ct	PROPN
ap-816	43	48	)	)	PUNCT
ap-816	43	49	in	in	ADP
ap-816	43	50	(	(	PUNCT
ap-816	43	51	3	3	X
ap-816	43	52	)	)	PUNCT
ap-816	43	53	by	by	ADP
ap-816	43	54	its	its	PRON
ap-816	43	55	conditional	conditional	ADJ
ap-816	43	56	mean	mean	NOUN
ap-816	43	57	value	value	NOUN
ap-816	43	58	30	30	NUM
ap-816	43	59	©	©	PROPN
ap-816	43	60	czech	czech	PROPN
ap-816	43	61	technical	technical	PROPN
ap-816	43	62	university	university	PROPN
ap-816	43	63	publishing	publishing	NOUN
ap-816	43	64	house	house	NOUN
ap-816	43	65	http://ctn.cvut.cz/ap/	http://ctn.cvut.cz/ap/	PROPN
ap-816	43	66	acta	acta	PROPN
ap-816	43	67	polytechnica	polytechnica	PROPN
ap-816	43	68	vol	vol	NOUN
ap-816	43	69	.	.	PUNCT
ap-816	44	1	46	46	NUM
ap-816	44	2	no	no	INTJ
ap-816	44	3	.	.	PUNCT
ap-816	45	1	2/2006	2/2006	NUM
ap-816	45	2	czech	czech	PROPN
ap-816	45	3	technical	technical	PROPN
ap-816	45	4	university	university	PROPN
ap-816	45	5	in	in	ADP
ap-816	45	6	prague	prague	PROPN
ap-816	45	7	mixture	mixture	NOUN
ap-816	45	8	based	base	VERB
ap-816	45	9	outlier	outlier	NOUN
ap-816	45	10	filtration	filtration	NOUN
ap-816	45	11	p.	p.	PROPN
ap-816	45	12	pecherková	pecherková	PROPN
ap-816	45	13	,	,	PUNCT
ap-816	45	14	i.	i.	PROPN
ap-816	45	15	nagy	nagy	PROPN
ap-816	45	16	success	success	NOUN
ap-816	45	17	/	/	SYM
ap-816	45	18	failure	failure	NOUN
ap-816	45	19	of	of	ADP
ap-816	45	20	adaptive	adaptive	ADJ
ap-816	45	21	control	control	NOUN
ap-816	45	22	algorithms	algorithm	NOUN
ap-816	45	23	–	–	PUNCT
ap-816	45	24	especially	especially	ADV
ap-816	45	25	those	those	PRON
ap-816	45	26	designed	design	VERB
ap-816	45	27	using	use	VERB
ap-816	45	28	the	the	DET
ap-816	45	29	linear	linear	ADJ
ap-816	45	30	quadratic	quadratic	ADJ
ap-816	45	31	gaussian	gaussian	ADJ
ap-816	45	32	criterion	criterion	NOUN
ap-816	45	33	–	–	PUNCT
ap-816	45	34	depends	depend	VERB
ap-816	45	35	on	on	ADP
ap-816	45	36	the	the	DET
ap-816	45	37	quality	quality	NOUN
ap-816	45	38	of	of	ADP
ap-816	45	39	the	the	DET
ap-816	45	40	process	process	NOUN
ap-816	45	41	data	datum	NOUN
ap-816	45	42	used	use	VERB
ap-816	45	43	for	for	ADP
ap-816	45	44	model	model	NOUN
ap-816	45	45	identification	identification	NOUN
ap-816	45	46	.	.	PUNCT
ap-816	46	1	one	one	NUM
ap-816	46	2	of	of	ADP
ap-816	46	3	the	the	DET
ap-816	46	4	most	most	ADV
ap-816	46	5	harmful	harmful	ADJ
ap-816	46	6	types	type	NOUN
ap-816	46	7	of	of	ADP
ap-816	46	8	process	process	NOUN
ap-816	46	9	data	datum	NOUN
ap-816	46	10	corruptions	corruption	NOUN
ap-816	46	11	are	be	AUX
ap-816	46	12	outliers	outlier	NOUN
ap-816	46	13	,	,	PUNCT
ap-816	46	14	i.e.	i.e.	X
ap-816	46	15	‘	'	PUNCT
ap-816	46	16	wrong	wrong	ADJ
ap-816	46	17	data	datum	NOUN
ap-816	46	18	’	'	PUNCT
ap-816	46	19	lying	lie	VERB
ap-816	46	20	far	far	ADV
ap-816	46	21	away	away	ADV
ap-816	46	22	from	from	ADP
ap-816	46	23	the	the	DET
ap-816	46	24	range	range	NOUN
ap-816	46	25	of	of	ADP
ap-816	46	26	real	real	ADJ
ap-816	46	27	data	datum	NOUN
ap-816	46	28	.	.	PUNCT
ap-816	47	1	the	the	DET
ap-816	47	2	presence	presence	NOUN
ap-816	47	3	of	of	ADP
ap-816	47	4	outliers	outlier	NOUN
ap-816	47	5	in	in	ADP
ap-816	47	6	the	the	DET
ap-816	47	7	data	datum	NOUN
ap-816	47	8	negatively	negatively	ADV
ap-816	47	9	affects	affect	VERB
ap-816	47	10	an	an	DET
ap-816	47	11	estimation	estimation	NOUN
ap-816	47	12	of	of	ADP
ap-816	47	13	the	the	DET
ap-816	47	14	dynamics	dynamic	NOUN
ap-816	47	15	of	of	ADP
ap-816	47	16	the	the	DET
ap-816	47	17	system	system	NOUN
ap-816	47	18	.	.	PUNCT
ap-816	48	1	this	this	DET
ap-816	48	2	effect	effect	NOUN
ap-816	48	3	is	be	AUX
ap-816	48	4	magnified	magnify	VERB
ap-816	48	5	when	when	SCONJ
ap-816	48	6	the	the	DET
ap-816	48	7	outliers	outlier	NOUN
ap-816	48	8	are	be	AUX
ap-816	48	9	grouped	group	VERB
ap-816	48	10	into	into	ADP
ap-816	48	11	blocks	block	NOUN
ap-816	48	12	.	.	PUNCT
ap-816	49	1	in	in	ADP
ap-816	49	2	this	this	DET
ap-816	49	3	paper	paper	NOUN
ap-816	49	4	,	,	PUNCT
ap-816	49	5	we	we	PRON
ap-816	49	6	propose	propose	VERB
ap-816	49	7	an	an	DET
ap-816	49	8	algorithm	algorithm	NOUN
ap-816	49	9	for	for	ADP
ap-816	49	10	outlier	outlier	NOUN
ap-816	49	11	detection	detection	NOUN
ap-816	49	12	and	and	CCONJ
ap-816	49	13	removal	removal	NOUN
ap-816	49	14	.	.	PUNCT
ap-816	50	1	it	it	PRON
ap-816	50	2	is	be	AUX
ap-816	50	3	based	base	VERB
ap-816	50	4	on	on	ADP
ap-816	50	5	modelling	model	VERB
ap-816	50	6	the	the	DET
ap-816	50	7	corrupted	corrupted	ADJ
ap-816	50	8	data	datum	NOUN
ap-816	50	9	by	by	ADP
ap-816	50	10	a	a	DET
ap-816	50	11	two	two	NUM
ap-816	50	12	-	-	PUNCT
ap-816	50	13	component	component	NOUN
ap-816	50	14	probabilistic	probabilistic	ADJ
ap-816	50	15	mixture	mixture	NOUN
ap-816	50	16	.	.	PUNCT
ap-816	51	1	the	the	DET
ap-816	51	2	first	first	ADJ
ap-816	51	3	component	component	NOUN
ap-816	51	4	of	of	ADP
ap-816	51	5	the	the	DET
ap-816	51	6	mixture	mixture	NOUN
ap-816	51	7	models	model	NOUN
ap-816	51	8	uncorrupted	uncorrupted	ADJ
ap-816	51	9	process	process	NOUN
ap-816	51	10	data	datum	NOUN
ap-816	51	11	,	,	PUNCT
ap-816	51	12	while	while	SCONJ
ap-816	51	13	the	the	DET
ap-816	51	14	second	second	ADJ
ap-816	51	15	models	model	NOUN
ap-816	51	16	outliers	outlier	NOUN
ap-816	51	17	.	.	PUNCT
ap-816	52	1	when	when	SCONJ
ap-816	52	2	the	the	DET
ap-816	52	3	outlier	outlier	ADJ
ap-816	52	4	component	component	NOUN
ap-816	52	5	is	be	AUX
ap-816	52	6	detected	detect	VERB
ap-816	52	7	to	to	PART
ap-816	52	8	be	be	AUX
ap-816	52	9	active	active	ADJ
ap-816	52	10	,	,	PUNCT
ap-816	52	11	a	a	DET
ap-816	52	12	prediction	prediction	NOUN
ap-816	52	13	from	from	ADP
ap-816	52	14	the	the	DET
ap-816	52	15	uncorrupted	uncorrupted	ADJ
ap-816	52	16	data	data	NOUN
ap-816	52	17	component	component	NOUN
ap-816	52	18	is	be	AUX
ap-816	52	19	computed	compute	VERB
ap-816	52	20	and	and	CCONJ
ap-816	52	21	used	use	VERB
ap-816	52	22	as	as	ADP
ap-816	52	23	a	a	DET
ap-816	52	24	reconstruction	reconstruction	NOUN
ap-816	52	25	of	of	ADP
ap-816	52	26	the	the	DET
ap-816	52	27	observed	observe	VERB
ap-816	52	28	data	datum	NOUN
ap-816	52	29	.	.	PUNCT
ap-816	53	1	the	the	DET
ap-816	53	2	resulting	result	VERB
ap-816	53	3	reconstruction	reconstruction	NOUN
ap-816	53	4	filter	filter	NOUN
ap-816	53	5	is	be	AUX
ap-816	53	6	compared	compare	VERB
ap-816	53	7	to	to	ADP
ap-816	53	8	standard	standard	ADJ
ap-816	53	9	methods	method	NOUN
ap-816	53	10	on	on	ADP
ap-816	53	11	simulated	simulated	ADJ
ap-816	53	12	and	and	CCONJ
ap-816	53	13	real	real	ADJ
ap-816	53	14	data	datum	NOUN
ap-816	53	15	.	.	PUNCT
ap-816	54	1	the	the	DET
ap-816	54	2	filter	filter	NOUN
ap-816	54	3	exhibits	exhibit	VERB
ap-816	54	4	excellent	excellent	ADJ
ap-816	54	5	properties	property	NOUN
ap-816	54	6	,	,	PUNCT
ap-816	54	7	especially	especially	ADV
ap-816	54	8	in	in	ADP
ap-816	54	9	the	the	DET
ap-816	54	10	case	case	NOUN
ap-816	54	11	of	of	ADP
ap-816	54	12	blocks	block	NOUN
ap-816	54	13	of	of	ADP
ap-816	54	14	outliers	outlier	NOUN
ap-816	54	15	.	.	PUNCT
ap-816	55	1	keywords	keyword	NOUN
ap-816	55	2	:	:	PUNCT
ap-816	55	3	data	data	NOUN
ap-816	55	4	filtration	filtration	NOUN
ap-816	55	5	,	,	PUNCT
ap-816	55	6	system	system	NOUN
ap-816	55	7	modelling	modelling	NOUN
ap-816	55	8	,	,	PUNCT
ap-816	55	9	mixture	mixture	NOUN
ap-816	55	10	models	model	NOUN
ap-816	55	11	,	,	PUNCT
ap-816	55	12	bayesian	bayesian	NOUN
ap-816	55	13	estimation	estimation	NOUN
ap-816	55	14	,	,	PUNCT
ap-816	55	15	prediction	prediction	NOUN
ap-816	55	16	.	.	PUNCT
ap-816	56	1	e	e	NOUN
ap-816	57	1	i	i	PRON
ap-816	57	2	c	c	PROPN
ap-816	57	3	d	d	NOUN
ap-816	57	4	t	t	X
ap-816	58	1	i	i	PRON
ap-816	58	2	c	c	NOUN
ap-816	59	1	f	f	PROPN
ap-816	59	2	c	c	PROPN
ap-816	59	3	d	d	NOUN
ap-816	59	4	t	t	NOUN
ap-816	59	5	c	c	NOUN
ap-816	60	1	i	i	NOUN
ap-816	61	1	d	d	NOUN
ap-816	61	2	t	t	PROPN
ap-816	61	3	t	t	X
ap-816	61	4	t	t	NOUN
ap-816	62	1	i	i	PRON
ap-816	62	2	c	c	PROPN
ap-816	62	3	t	t	PROPN
ap-816	62	4	t	t	X
ap-816	62	5	[	[	PUNCT
ap-816	62	6	(	(	PUNCT
ap-816	62	7	)	)	PUNCT
ap-816	62	8	(	(	PUNCT
ap-816	62	9	)	)	PUNCT
ap-816	62	10	]	]	PUNCT
ap-816	63	1	(	(	PUNCT
ap-816	63	2	)	)	PUNCT
ap-816	63	3	(	(	PUNCT
ap-816	63	4	(	(	PUNCT
ap-816	63	5	)	)	PUNCT
ap-816	63	6	)	)	PUNCT
ap-816	63	7	pr	pr	NOUN
ap-816	63	8	(	(	PUNCT
ap-816	63	9	(	(	PUNCT
ap-816	63	10	)	)	PUNCT
ap-816	63	11	�	�	PROPN
ap-816	63	12	�	�	PROPN
ap-816	63	13	�	�	PROPN
ap-816	63	14	�	�	PROPN
ap-816	63	15	�	�	PROPN
ap-816	63	16	�	�	PROPN
ap-816	63	17	�	�	PROPN
ap-816	63	18	�	�	PROPN
ap-816	63	19	�	�	PROPN
ap-816	63	20	�	�	PROPN
ap-816	63	21	1	1	NUM
ap-816	63	22	�	�	PROPN
ap-816	63	23	)	)	PUNCT
ap-816	63	24	,	,	PUNCT
ap-816	63	25	,	,	PUNCT
ap-816	63	26	�	�	PROPN
ap-816	63	27	wi	wi	PROPN
ap-816	63	28	t	t	PROPN
ap-816	63	29	(	(	PUNCT
ap-816	63	30	4	4	NUM
ap-816	63	31	)	)	PUNCT
ap-816	63	32	where	where	SCONJ
ap-816	63	33	pr	pr	X
ap-816	63	34	(	(	PUNCT
ap-816	63	35	�	�	PROPN
ap-816	63	36	)	)	PUNCT
ap-816	63	37	denotes	denote	NOUN
ap-816	63	38	probability	probability	NOUN
ap-816	63	39	.	.	PUNCT
ap-816	64	1	an	an	DET
ap-816	64	2	evaluation	evaluation	NOUN
ap-816	64	3	of	of	ADP
ap-816	64	4	the	the	DET
ap-816	64	5	weight	weight	NOUN
ap-816	64	6	for	for	ADP
ap-816	64	7	linear	linear	ADJ
ap-816	64	8	regression	regression	NOUN
ap-816	64	9	models	model	NOUN
ap-816	64	10	is	be	AUX
ap-816	64	11	available	available	ADJ
ap-816	64	12	,	,	PUNCT
ap-816	64	13	[	[	X
ap-816	64	14	6	6	NUM
ap-816	64	15	]	]	PUNCT
ap-816	64	16	or	or	CCONJ
ap-816	64	17	[	[	X
ap-816	64	18	12	12	NUM
ap-816	64	19	]	]	PUNCT
ap-816	64	20	.	.	PUNCT
ap-816	65	1	effect	effect	NOUN
ap-816	65	2	of	of	ADP
ap-816	65	3	the	the	DET
ap-816	65	4	approximation	approximation	NOUN
ap-816	65	5	the	the	DET
ap-816	65	6	mean	mean	ADJ
ap-816	65	7	value	value	NOUN
ap-816	65	8	(	(	PUNCT
ap-816	65	9	4	4	NUM
ap-816	65	10	)	)	PUNCT
ap-816	65	11	is	be	AUX
ap-816	65	12	a	a	DET
ap-816	65	13	vector	vector	NOUN
ap-816	65	14	of	of	ADP
ap-816	65	15	probabilities	probability	NOUN
ap-816	65	16	,	,	PUNCT
ap-816	65	17	wi	wi	PROPN
ap-816	65	18	,	,	PUNCT
ap-816	65	19	t	t	PROPN
ap-816	65	20	,	,	PUNCT
ap-816	65	21	of	of	ADP
ap-816	65	22	the	the	DET
ap-816	65	23	individual	individual	ADJ
ap-816	65	24	components	component	NOUN
ap-816	65	25	.	.	PUNCT
ap-816	66	1	thus	thus	ADV
ap-816	66	2	,	,	PUNCT
ap-816	66	3	at	at	ADP
ap-816	66	4	each	each	DET
ap-816	66	5	time	time	NOUN
ap-816	66	6	instant	instant	NOUN
ap-816	66	7	,	,	PUNCT
ap-816	66	8	the	the	DET
ap-816	66	9	statistics	statistic	NOUN
ap-816	66	10	of	of	ADP
ap-816	66	11	all	all	DET
ap-816	66	12	components	component	NOUN
ap-816	66	13	are	be	AUX
ap-816	66	14	updated	update	VERB
ap-816	66	15	by	by	ADP
ap-816	66	16	the	the	DET
ap-816	66	17	observed	observe	VERB
ap-816	66	18	data	datum	NOUN
ap-816	66	19	.	.	PUNCT
ap-816	67	1	the	the	DET
ap-816	67	2	contribution	contribution	NOUN
ap-816	67	3	of	of	ADP
ap-816	67	4	the	the	DET
ap-816	67	5	observed	observe	VERB
ap-816	67	6	data	datum	NOUN
ap-816	67	7	to	to	ADP
ap-816	67	8	each	each	DET
ap-816	67	9	component	component	NOUN
ap-816	67	10	is	be	AUX
ap-816	67	11	given	give	VERB
ap-816	67	12	by	by	ADP
ap-816	67	13	the	the	DET
ap-816	67	14	estimated	estimate	VERB
ap-816	67	15	weight	weight	NOUN
ap-816	67	16	(	(	PUNCT
ap-816	67	17	4	4	NUM
ap-816	67	18	)	)	PUNCT
ap-816	67	19	.	.	PUNCT
ap-816	68	1	for	for	ADP
ap-816	68	2	components	component	NOUN
ap-816	68	3	from	from	ADP
ap-816	68	4	an	an	DET
ap-816	68	5	exponential	exponential	ADJ
ap-816	68	6	family	family	NOUN
ap-816	68	7	[	[	X
ap-816	68	8	6	6	NUM
ap-816	68	9	]	]	PUNCT
ap-816	68	10	,	,	PUNCT
ap-816	68	11	the	the	DET
ap-816	68	12	estimation	estimation	NOUN
ap-816	68	13	is	be	AUX
ap-816	68	14	equivalent	equivalent	ADJ
ap-816	68	15	to	to	ADP
ap-816	68	16	the	the	DET
ap-816	68	17	weighted	weight	VERB
ap-816	68	18	least	least	ADJ
ap-816	68	19	squares	square	NOUN
ap-816	68	20	technique	technique	NOUN
ap-816	68	21	.	.	PUNCT
ap-816	69	1	initiation	initiation	NOUN
ap-816	69	2	of	of	ADP
ap-816	69	3	the	the	DET
ap-816	69	4	estimation	estimation	NOUN
ap-816	69	5	the	the	DET
ap-816	69	6	bayesian	bayesian	NOUN
ap-816	69	7	estimation	estimation	NOUN
ap-816	69	8	(	(	PUNCT
ap-816	69	9	2	2	X
ap-816	69	10	)	)	PUNCT
ap-816	69	11	updates	update	VERB
ap-816	69	12	the	the	DET
ap-816	69	13	parameter	parameter	NOUN
ap-816	69	14	description	description	NOUN
ap-816	69	15	–	–	PUNCT
ap-816	69	16	represented	represent	VERB
ap-816	69	17	by	by	ADP
ap-816	69	18	conditional	conditional	ADJ
ap-816	69	19	pdf	pdf	NOUN
ap-816	69	20	f	f	PROPN
ap-816	69	21	d	d	X
ap-816	69	22	t	t	PROPN
ap-816	69	23	(	(	PUNCT
ap-816	69	24	,	,	PUNCT
ap-816	69	25	(	(	PUNCT
ap-816	69	26	)	)	PUNCT
ap-816	69	27	)	)	PUNCT
ap-816	69	28	�	�	PROPN
ap-816	69	29	�	�	PROPN
ap-816	69	30	–	–	PUNCT
ap-816	69	31	using	use	VERB
ap-816	69	32	the	the	DET
ap-816	69	33	observed	observed	ADJ
ap-816	69	34	data	datum	NOUN
ap-816	69	35	,	,	PUNCT
ap-816	69	36	dt	dt	X
ap-816	69	37	,	,	PUNCT
ap-816	69	38	for	for	ADP
ap-816	69	39	all	all	DET
ap-816	69	40	times	time	NOUN
ap-816	69	41	t	t	PROPN
ap-816	69	42	�	�	PROPN
ap-816	69	43	1	1	NUM
ap-816	69	44	,	,	PUNCT
ap-816	69	45	2	2	NUM
ap-816	69	46	,	,	PUNCT
ap-816	69	47	…	…	PUNCT
ap-816	69	48	,	,	PUNCT
ap-816	69	49	d	d	X
ap-816	69	50	�	�	PROPN
ap-816	69	51	,	,	PUNCT
ap-816	69	52	where	where	SCONJ
ap-816	69	53	d	d	PROPN
ap-816	69	54	�	�	PROPN
ap-816	69	55	is	be	AUX
ap-816	69	56	the	the	DET
ap-816	69	57	number	number	NOUN
ap-816	69	58	of	of	ADP
ap-816	69	59	available	available	ADJ
ap-816	69	60	data	datum	NOUN
ap-816	69	61	items	item	NOUN
ap-816	69	62	.	.	PUNCT
ap-816	70	1	the	the	DET
ap-816	70	2	recursion	recursion	NOUN
ap-816	70	3	starts	start	VERB
ap-816	70	4	at	at	ADP
ap-816	70	5	t	t	PROPN
ap-816	70	6	�	�	PROPN
ap-816	70	7	1	1	NUM
ap-816	70	8	with	with	ADP
ap-816	70	9	pdf	pdf	NOUN
ap-816	70	10	f	f	NOUN
ap-816	71	1	d	d	PROPN
ap-816	71	2	(	(	PUNCT
ap-816	71	3	,	,	PUNCT
ap-816	71	4	(	(	PUNCT
ap-816	71	5	)	)	PUNCT
ap-816	71	6	)	)	PUNCT
ap-816	71	7	�	�	PROPN
ap-816	71	8	�	�	PROPN
ap-816	71	9	0	0	NUM
ap-816	71	10	,	,	PUNCT
ap-816	71	11	which	which	PRON
ap-816	71	12	is	be	AUX
ap-816	71	13	called	call	VERB
ap-816	71	14	the	the	DET
ap-816	71	15	prior	prior	ADJ
ap-816	71	16	pdf	pdf	NOUN
ap-816	71	17	.	.	PUNCT
ap-816	72	1	this	this	DET
ap-816	72	2	pdf	pdf	NOUN
ap-816	72	3	reflects	reflect	VERB
ap-816	72	4	our	our	PRON
ap-816	72	5	prior	prior	ADJ
ap-816	72	6	knowledge	knowledge	NOUN
ap-816	72	7	about	about	ADP
ap-816	72	8	parameters	parameter	NOUN
ap-816	72	9	�	�	PROPN
ap-816	72	10	and	and	CCONJ
ap-816	72	11	�	�	PROPN
ap-816	72	12	.	.	PUNCT
ap-816	73	1	the	the	DET
ap-816	73	2	prior	prior	NOUN
ap-816	73	3	can	can	AUX
ap-816	73	4	also	also	ADV
ap-816	73	5	be	be	AUX
ap-816	73	6	used	use	VERB
ap-816	73	7	to	to	PART
ap-816	73	8	ensure	ensure	VERB
ap-816	73	9	that	that	SCONJ
ap-816	73	10	the	the	DET
ap-816	73	11	estimated	estimate	VERB
ap-816	73	12	model	model	NOUN
ap-816	73	13	has	have	VERB
ap-816	73	14	certain	certain	ADJ
ap-816	73	15	advantageous	advantageous	ADJ
ap-816	73	16	features	feature	NOUN
ap-816	73	17	[	[	X
ap-816	73	18	13	13	NUM
ap-816	73	19	]	]	PUNCT
ap-816	73	20	.	.	PUNCT
ap-816	74	1	approximate	approximate	ADJ
ap-816	74	2	estimation	estimation	NOUN
ap-816	74	3	algorithm	algorithm	NOUN
ap-816	74	4	the	the	DET
ap-816	74	5	algorithm	algorithm	NOUN
ap-816	74	6	for	for	ADP
ap-816	74	7	an	an	DET
ap-816	74	8	approximate	approximate	ADJ
ap-816	74	9	estimation	estimation	NOUN
ap-816	74	10	of	of	ADP
ap-816	74	11	the	the	DET
ap-816	74	12	mixture	mixture	NOUN
ap-816	74	13	model	model	NOUN
ap-816	74	14	parameters	parameter	NOUN
ap-816	74	15	with	with	ADP
ap-816	74	16	exponential	exponential	ADJ
ap-816	74	17	family	family	NOUN
ap-816	74	18	components	component	NOUN
ap-816	74	19	is	be	AUX
ap-816	74	20	outlined	outline	VERB
ap-816	74	21	in	in	ADP
ap-816	74	22	the	the	DET
ap-816	74	23	following	follow	VERB
ap-816	74	24	scheme	scheme	NOUN
ap-816	74	25	:	:	PUNCT
ap-816	74	26	a.	a.	NOUN
ap-816	74	27	initial	initial	PROPN
ap-816	74	28	off	off	ADP
ap-816	74	29	-	-	PUNCT
ap-816	74	30	line	line	NOUN
ap-816	74	31	part	part	NOUN
ap-816	74	32	ˆ	ˆ	ADJ
ap-816	74	33	choose	choose	VERB
ap-816	74	34	the	the	DET
ap-816	74	35	number	number	NOUN
ap-816	74	36	of	of	ADP
ap-816	74	37	components	component	NOUN
ap-816	74	38	of	of	ADP
ap-816	74	39	the	the	DET
ap-816	74	40	mixture	mixture	NOUN
ap-816	74	41	model	model	NOUN
ap-816	74	42	and	and	CCONJ
ap-816	74	43	their	their	PRON
ap-816	74	44	structure	structure	NOUN
ap-816	74	45	.	.	PUNCT
ap-816	75	1	ˆ	ˆ	NOUN
ap-816	75	2	set	set	VERB
ap-816	75	3	initial	initial	ADJ
ap-816	75	4	statistics	statistic	NOUN
ap-816	75	5	of	of	ADP
ap-816	75	6	parameters	parameter	NOUN
ap-816	75	7	.	.	PUNCT
ap-816	76	1	b.	b.	PROPN
ap-816	76	2	on	on	ADP
ap-816	76	3	-	-	PUNCT
ap-816	76	4	line	line	NOUN
ap-816	77	1	time	time	NOUN
ap-816	77	2	loop	loop	NOUN
ap-816	77	3	ˆ	ˆ	ADJ
ap-816	77	4	measure	measure	NOUN
ap-816	77	5	the	the	DET
ap-816	77	6	current	current	ADJ
ap-816	77	7	data	datum	NOUN
ap-816	77	8	.	.	PUNCT
ap-816	78	1	ˆ	ˆ	PRON
ap-816	78	2	compute	compute	PROPN
ap-816	78	3	probabilistic	probabilistic	ADJ
ap-816	78	4	weights	weight	NOUN
ap-816	78	5	of	of	ADP
ap-816	78	6	all	all	DET
ap-816	78	7	components	component	NOUN
ap-816	78	8	using	use	VERB
ap-816	78	9	(	(	PUNCT
ap-816	78	10	4	4	NUM
ap-816	78	11	)	)	PUNCT
ap-816	78	12	.	.	PUNCT
ap-816	79	1	the	the	DET
ap-816	79	2	component	component	NOUN
ap-816	79	3	with	with	ADP
ap-816	79	4	maximum	maximum	ADJ
ap-816	79	5	weight	weight	NOUN
ap-816	79	6	is	be	AUX
ap-816	79	7	called	call	VERB
ap-816	79	8	the	the	DET
ap-816	79	9	active	active	ADJ
ap-816	79	10	component	component	NOUN
ap-816	79	11	.	.	PUNCT
ap-816	80	1	ˆ	ˆ	ADJ
ap-816	80	2	update	update	NOUN
ap-816	80	3	parameter	parameter	NOUN
ap-816	80	4	statistics	statistic	NOUN
ap-816	80	5	for	for	ADP
ap-816	80	6	each	each	DET
ap-816	80	7	component	component	NOUN
ap-816	80	8	.	.	PUNCT
ap-816	81	1	c.	c.	PROPN
ap-816	81	2	concluding	conclude	VERB
ap-816	81	3	off	off	ADP
ap-816	81	4	-	-	PUNCT
ap-816	81	5	line	line	NOUN
ap-816	81	6	part	part	NOUN
ap-816	81	7	ˆ	ˆ	ADJ
ap-816	81	8	compute	compute	NOUN
ap-816	81	9	point	point	NOUN
ap-816	81	10	estimates	estimate	NOUN
ap-816	81	11	of	of	ADP
ap-816	81	12	the	the	DET
ap-816	81	13	parameters	parameter	NOUN
ap-816	81	14	from	from	ADP
ap-816	81	15	their	their	PRON
ap-816	81	16	statistics	statistic	NOUN
ap-816	81	17	(	(	PUNCT
ap-816	81	18	if	if	SCONJ
ap-816	81	19	they	they	PRON
ap-816	81	20	are	be	AUX
ap-816	81	21	needed	need	VERB
ap-816	81	22	)	)	PUNCT
ap-816	81	23	.	.	PUNCT
ap-816	82	1	3	3	NUM
ap-816	82	2	mixture	mixture	NOUN
ap-816	82	3	-	-	PUNCT
ap-816	82	4	based	base	VERB
ap-816	82	5	outlier	outlier	NOUN
ap-816	82	6	filtration	filtration	NOUN
ap-816	82	7	the	the	DET
ap-816	82	8	process	process	NOUN
ap-816	82	9	of	of	ADP
ap-816	82	10	bayesian	bayesian	NOUN
ap-816	82	11	mixture	mixture	NOUN
ap-816	82	12	estimation	estimation	NOUN
ap-816	82	13	,	,	PUNCT
ap-816	82	14	indicated	indicate	VERB
ap-816	82	15	above	above	ADV
ap-816	82	16	,	,	PUNCT
ap-816	82	17	is	be	AUX
ap-816	82	18	adapted	adapt	VERB
ap-816	82	19	for	for	ADP
ap-816	82	20	outlier	outlier	NOUN
ap-816	82	21	detection	detection	NOUN
ap-816	82	22	and	and	CCONJ
ap-816	82	23	reconstruction	reconstruction	NOUN
ap-816	82	24	.	.	PUNCT
ap-816	83	1	idea	idea	NOUN
ap-816	83	2	of	of	ADP
ap-816	83	3	the	the	DET
ap-816	83	4	filter	filter	NOUN
ap-816	83	5	the	the	DET
ap-816	83	6	main	main	ADJ
ap-816	83	7	idea	idea	NOUN
ap-816	83	8	is	be	AUX
ap-816	83	9	to	to	PART
ap-816	83	10	model	model	VERB
ap-816	83	11	the	the	DET
ap-816	83	12	observed	observe	VERB
ap-816	83	13	data	datum	NOUN
ap-816	83	14	by	by	ADP
ap-816	83	15	a	a	DET
ap-816	83	16	probabilistic	probabilistic	ADJ
ap-816	83	17	mixture	mixture	NOUN
ap-816	83	18	with	with	ADP
ap-816	83	19	two	two	NUM
ap-816	83	20	components	component	NOUN
ap-816	83	21	:	:	PUNCT
ap-816	83	22	1	1	X
ap-816	83	23	)	)	PUNCT
ap-816	83	24	the	the	DET
ap-816	83	25	data	data	NOUN
ap-816	83	26	component	component	NOUN
ap-816	83	27	;	;	PUNCT
ap-816	83	28	which	which	PRON
ap-816	83	29	models	model	VERB
ap-816	83	30	uncorrupted	uncorrupted	ADJ
ap-816	83	31	data	datum	NOUN
ap-816	83	32	,	,	PUNCT
ap-816	83	33	and	and	CCONJ
ap-816	83	34	2	2	X
ap-816	83	35	)	)	PUNCT
ap-816	83	36	the	the	DET
ap-816	83	37	outlier	outlier	ADJ
ap-816	83	38	component	component	NOUN
ap-816	83	39	;	;	PUNCT
ap-816	83	40	which	which	PRON
ap-816	83	41	models	model	VERB
ap-816	83	42	the	the	DET
ap-816	83	43	outliers	outlier	NOUN
ap-816	83	44	.	.	PUNCT
ap-816	84	1	initiation	initiation	NOUN
ap-816	84	2	of	of	ADP
ap-816	84	3	the	the	DET
ap-816	84	4	filter	filter	NOUN
ap-816	84	5	the	the	DET
ap-816	84	6	initial	initial	ADJ
ap-816	84	7	description	description	NOUN
ap-816	84	8	of	of	ADP
ap-816	84	9	the	the	DET
ap-816	84	10	components	component	NOUN
ap-816	84	11	is	be	AUX
ap-816	84	12	formalized	formalize	VERB
ap-816	84	13	by	by	ADP
ap-816	84	14	the	the	DET
ap-816	84	15	prior	prior	ADJ
ap-816	84	16	pdf	pdf	NOUN
ap-816	84	17	.	.	PUNCT
ap-816	85	1	the	the	DET
ap-816	85	2	prior	prior	ADJ
ap-816	85	3	variance	variance	NOUN
ap-816	85	4	of	of	ADP
ap-816	85	5	the	the	DET
ap-816	85	6	data	data	NOUN
ap-816	85	7	component	component	NOUN
ap-816	85	8	is	be	AUX
ap-816	85	9	chosen	choose	VERB
ap-816	85	10	from	from	ADP
ap-816	85	11	prior	prior	ADJ
ap-816	85	12	analysis	analysis	NOUN
ap-816	85	13	of	of	ADP
ap-816	85	14	the	the	DET
ap-816	85	15	filtered	filter	VERB
ap-816	85	16	data	datum	NOUN
ap-816	85	17	and	and	CCONJ
ap-816	85	18	thanks	thank	NOUN
ap-816	85	19	to	to	ADP
ap-816	85	20	forgetting	forget	VERB
ap-816	85	21	[	[	X
ap-816	85	22	14	14	NUM
ap-816	85	23	]	]	PUNCT
ap-816	85	24	,	,	PUNCT
ap-816	85	25	the	the	DET
ap-816	85	26	variance	variance	NOUN
ap-816	85	27	is	be	AUX
ap-816	85	28	not	not	PART
ap-816	85	29	allowed	allow	VERB
ap-816	85	30	to	to	PART
ap-816	85	31	change	change	VERB
ap-816	85	32	much	much	ADV
ap-816	85	33	.	.	PUNCT
ap-816	86	1	the	the	DET
ap-816	86	2	prior	prior	ADJ
ap-816	86	3	variance	variance	NOUN
ap-816	86	4	of	of	ADP
ap-816	86	5	the	the	DET
ap-816	86	6	outlier	outlier	ADJ
ap-816	86	7	component	component	NOUN
ap-816	86	8	is	be	AUX
ap-816	86	9	chosen	choose	VERB
ap-816	86	10	significantly	significantly	ADV
ap-816	86	11	larger	large	ADJ
ap-816	86	12	that	that	SCONJ
ap-816	86	13	that	that	PRON
ap-816	86	14	of	of	ADP
ap-816	86	15	the	the	DET
ap-816	86	16	data	datum	NOUN
ap-816	86	17	component	component	NOUN
ap-816	86	18	.	.	PUNCT
ap-816	87	1	moreover	moreover	ADV
ap-816	87	2	,	,	PUNCT
ap-816	87	3	it	it	PRON
ap-816	87	4	is	be	AUX
ap-816	87	5	left	leave	VERB
ap-816	87	6	relatively	relatively	ADV
ap-816	87	7	free	free	ADJ
ap-816	87	8	,	,	PUNCT
ap-816	87	9	in	in	ADP
ap-816	87	10	order	order	NOUN
ap-816	87	11	to	to	PART
ap-816	87	12	be	be	AUX
ap-816	87	13	able	able	ADJ
ap-816	87	14	to	to	PART
ap-816	87	15	“	"	PUNCT
ap-816	87	16	catch	catch	VERB
ap-816	87	17	”	"	PUNCT
ap-816	87	18	whatever	whatever	PRON
ap-816	87	19	does	do	AUX
ap-816	87	20	not	not	PART
ap-816	87	21	belong	belong	VERB
ap-816	87	22	to	to	ADP
ap-816	87	23	the	the	DET
ap-816	87	24	uncorrupted	uncorrupted	ADJ
ap-816	87	25	signal	signal	NOUN
ap-816	87	26	,	,	PUNCT
ap-816	87	27	i.e.	i.e.	X
ap-816	87	28	the	the	DET
ap-816	87	29	outliers	outlier	NOUN
ap-816	87	30	.	.	PUNCT
ap-816	88	1	naturally	naturally	ADV
ap-816	88	2	,	,	PUNCT
ap-816	88	3	better	well	ADJ
ap-816	88	4	modelling	modelling	NOUN
ap-816	88	5	of	of	ADP
ap-816	88	6	uncorrupted	uncorrupted	ADJ
ap-816	88	7	data	datum	NOUN
ap-816	88	8	allows	allow	VERB
ap-816	88	9	better	well	ADJ
ap-816	88	10	separation	separation	NOUN
ap-816	88	11	of	of	ADP
ap-816	88	12	the	the	DET
ap-816	88	13	data	datum	NOUN
ap-816	88	14	from	from	ADP
ap-816	88	15	the	the	DET
ap-816	88	16	corruptions	corruption	NOUN
ap-816	88	17	.	.	PUNCT
ap-816	89	1	dynamic	dynamic	ADJ
ap-816	89	2	models	model	NOUN
ap-816	89	3	describe	describe	VERB
ap-816	89	4	the	the	DET
ap-816	89	5	variable	variable	NOUN
ap-816	89	6	in	in	ADP
ap-816	89	7	dependence	dependence	NOUN
ap-816	89	8	on	on	ADP
ap-816	89	9	its	its	PRON
ap-816	89	10	historical	historical	ADJ
ap-816	89	11	values	value	NOUN
ap-816	89	12	,	,	PUNCT
ap-816	89	13	while	while	SCONJ
ap-816	89	14	a	a	DET
ap-816	89	15	static	static	ADJ
ap-816	89	16	description	description	NOUN
ap-816	89	17	is	be	AUX
ap-816	89	18	without	without	ADP
ap-816	89	19	this	this	PRON
ap-816	89	20	.	.	PUNCT
ap-816	90	1	our	our	PRON
ap-816	90	2	experience	experience	NOUN
ap-816	90	3	with	with	ADP
ap-816	90	4	data	datum	NOUN
ap-816	90	5	modelling	modelling	NOUN
ap-816	90	6	[	[	X
ap-816	90	7	15	15	NUM
ap-816	90	8	]	]	PUNCT
ap-816	90	9	suggests	suggest	VERB
ap-816	90	10	that	that	SCONJ
ap-816	90	11	even	even	ADV
ap-816	90	12	data	datum	NOUN
ap-816	90	13	that	that	PRON
ap-816	90	14	is	be	AUX
ap-816	90	15	almost	almost	ADV
ap-816	90	16	static	static	ADJ
ap-816	90	17	deserves	deserve	VERB
ap-816	90	18	to	to	PART
ap-816	90	19	be	be	AUX
ap-816	90	20	described	describe	VERB
ap-816	90	21	by	by	ADP
ap-816	90	22	dynamic	dynamic	ADJ
ap-816	90	23	models	model	NOUN
ap-816	90	24	in	in	ADP
ap-816	90	25	order	order	NOUN
ap-816	90	26	to	to	PART
ap-816	90	27	achieve	achieve	VERB
ap-816	90	28	high	high	ADJ
ap-816	90	29	quality	quality	NOUN
ap-816	90	30	of	of	ADP
ap-816	90	31	the	the	DET
ap-816	90	32	description	description	NOUN
ap-816	90	33	.	.	PUNCT
ap-816	91	1	therefore	therefore	ADV
ap-816	91	2	,	,	PUNCT
ap-816	91	3	the	the	DET
ap-816	91	4	data	data	NOUN
ap-816	91	5	component	component	NOUN
ap-816	91	6	was	be	AUX
ap-816	91	7	chosen	choose	VERB
ap-816	91	8	as	as	ADP
ap-816	91	9	a	a	DET
ap-816	91	10	first	first	ADJ
ap-816	91	11	order	order	NOUN
ap-816	91	12	regression	regression	NOUN
ap-816	91	13	model	model	NOUN
ap-816	91	14	.	.	PUNCT
ap-816	92	1	the	the	DET
ap-816	92	2	structure	structure	NOUN
ap-816	92	3	of	of	ADP
ap-816	92	4	the	the	DET
ap-816	92	5	outlier	outlier	NOUN
ap-816	92	6	component	component	NOUN
ap-816	92	7	is	be	AUX
ap-816	92	8	relatively	relatively	ADV
ap-816	92	9	loose	loose	ADJ
ap-816	92	10	and	and	CCONJ
ap-816	92	11	is	be	AUX
ap-816	92	12	chosen	choose	VERB
ap-816	92	13	as	as	ADP
ap-816	92	14	static	static	ADJ
ap-816	92	15	,	,	PUNCT
ap-816	92	16	i.e.	i.e.	X
ap-816	92	17	a	a	DET
ap-816	92	18	zero	zero	NUM
ap-816	92	19	order	order	NOUN
ap-816	92	20	regression	regression	NOUN
ap-816	92	21	model	model	NOUN
ap-816	92	22	.	.	PUNCT
ap-816	93	1	its	its	PRON
ap-816	93	2	only	only	ADJ
ap-816	93	3	task	task	NOUN
ap-816	93	4	is	be	AUX
ap-816	93	5	to	to	PART
ap-816	93	6	“	"	PUNCT
ap-816	93	7	cover	cover	VERB
ap-816	93	8	”	"	PUNCT
ap-816	93	9	all	all	DET
ap-816	93	10	possible	possible	ADJ
ap-816	93	11	errors	error	NOUN
ap-816	93	12	,	,	PUNCT
ap-816	93	13	mainly	mainly	ADV
ap-816	93	14	outliers	outlier	NOUN
ap-816	93	15	.	.	PUNCT
ap-816	94	1	operation	operation	NOUN
ap-816	94	2	of	of	ADP
ap-816	94	3	the	the	DET
ap-816	94	4	filter	filter	NOUN
ap-816	94	5	as	as	SCONJ
ap-816	94	6	described	describe	VERB
ap-816	94	7	in	in	ADP
ap-816	94	8	the	the	DET
ap-816	94	9	previous	previous	ADJ
ap-816	94	10	paragraph	paragraph	NOUN
ap-816	94	11	,	,	PUNCT
ap-816	94	12	the	the	DET
ap-816	94	13	estimation	estimation	NOUN
ap-816	94	14	of	of	ADP
ap-816	94	15	a	a	DET
ap-816	94	16	mixture	mixture	NOUN
ap-816	94	17	model	model	NOUN
ap-816	94	18	is	be	AUX
ap-816	94	19	based	base	VERB
ap-816	94	20	on	on	ADP
ap-816	94	21	weighting	weight	VERB
ap-816	94	22	the	the	DET
ap-816	94	23	data	datum	NOUN
ap-816	94	24	with	with	ADP
ap-816	94	25	respect	respect	NOUN
ap-816	94	26	to	to	ADP
ap-816	94	27	the	the	DET
ap-816	94	28	individual	individual	ADJ
ap-816	94	29	components	component	NOUN
ap-816	94	30	.	.	PUNCT
ap-816	95	1	using	use	VERB
ap-816	95	2	the	the	DET
ap-816	95	3	estimated	estimate	VERB
ap-816	95	4	weights	weight	NOUN
ap-816	95	5	the	the	DET
ap-816	95	6	active	active	ADJ
ap-816	95	7	component	component	NOUN
ap-816	95	8	can	can	AUX
ap-816	95	9	be	be	AUX
ap-816	95	10	detected	detect	VERB
ap-816	95	11	.	.	PUNCT
ap-816	96	1	this	this	DET
ap-816	96	2	mechanism	mechanism	NOUN
ap-816	96	3	is	be	AUX
ap-816	96	4	used	use	VERB
ap-816	96	5	for	for	ADP
ap-816	96	6	outlier	outlier	ADJ
ap-816	96	7	detection	detection	NOUN
ap-816	96	8	as	as	SCONJ
ap-816	96	9	follows	follow	VERB
ap-816	96	10	:	:	PUNCT
ap-816	97	1	1	1	X
ap-816	97	2	.	.	X
ap-816	97	3	if	if	SCONJ
ap-816	97	4	the	the	DET
ap-816	97	5	dominant	dominant	ADJ
ap-816	97	6	weight	weight	NOUN
ap-816	97	7	belongs	belong	VERB
ap-816	97	8	to	to	ADP
ap-816	97	9	the	the	DET
ap-816	97	10	data	datum	NOUN
ap-816	97	11	component	component	NOUN
ap-816	97	12	,	,	PUNCT
ap-816	97	13	no	no	DET
ap-816	97	14	action	action	NOUN
ap-816	97	15	is	be	AUX
ap-816	97	16	taken	take	VERB
ap-816	97	17	,	,	PUNCT
ap-816	97	18	and	and	CCONJ
ap-816	97	19	2	2	X
ap-816	97	20	.	.	X
ap-816	97	21	if	if	SCONJ
ap-816	97	22	the	the	DET
ap-816	97	23	dominant	dominant	ADJ
ap-816	97	24	weight	weight	NOUN
ap-816	97	25	belongs	belong	VERB
ap-816	97	26	to	to	ADP
ap-816	97	27	the	the	DET
ap-816	97	28	outlier	outlier	ADJ
ap-816	97	29	component	component	NOUN
ap-816	97	30	,	,	PUNCT
ap-816	97	31	the	the	DET
ap-816	97	32	current	current	ADJ
ap-816	97	33	data	datum	NOUN
ap-816	97	34	item	item	NOUN
ap-816	97	35	is	be	AUX
ap-816	97	36	considered	consider	VERB
ap-816	97	37	to	to	PART
ap-816	97	38	be	be	AUX
ap-816	97	39	an	an	DET
ap-816	97	40	outlier	outlier	NOUN
ap-816	97	41	and	and	CCONJ
ap-816	97	42	the	the	DET
ap-816	97	43	observed	observe	VERB
ap-816	97	44	value	value	NOUN
ap-816	97	45	is	be	AUX
ap-816	97	46	substituted	substitute	VERB
ap-816	97	47	by	by	ADP
ap-816	97	48	a	a	DET
ap-816	97	49	simulated	simulate	VERB
ap-816	97	50	realization	realization	NOUN
ap-816	97	51	of	of	ADP
ap-816	97	52	the	the	DET
ap-816	97	53	data	datum	NOUN
ap-816	97	54	component	component	NOUN
ap-816	97	55	.	.	PUNCT
ap-816	98	1	a	a	DET
ap-816	98	2	problem	problem	NOUN
ap-816	98	3	occurs	occur	VERB
ap-816	98	4	if	if	SCONJ
ap-816	98	5	in	in	ADP
ap-816	98	6	the	the	DET
ap-816	98	7	following	follow	VERB
ap-816	98	8	step	step	NOUN
ap-816	98	9	the	the	DET
ap-816	98	10	current	current	ADJ
ap-816	98	11	data	datum	NOUN
ap-816	98	12	is	be	AUX
ap-816	98	13	not	not	PART
ap-816	98	14	an	an	DET
ap-816	98	15	outlier	outlier	NOUN
ap-816	98	16	.	.	PUNCT
ap-816	99	1	then	then	ADV
ap-816	99	2	the	the	DET
ap-816	99	3	dominant	dominant	ADJ
ap-816	99	4	weight	weight	NOUN
ap-816	99	5	belongs	belong	VERB
ap-816	99	6	to	to	ADP
ap-816	99	7	the	the	DET
ap-816	99	8	data	data	NOUN
ap-816	99	9	component	component	NOUN
ap-816	99	10	and	and	CCONJ
ap-816	99	11	it	it	PRON
ap-816	99	12	would	would	AUX
ap-816	99	13	be	be	AUX
ap-816	99	14	influenced	influence	VERB
ap-816	99	15	by	by	ADP
ap-816	99	16	the	the	DET
ap-816	99	17	old	old	ADJ
ap-816	99	18	data	datum	NOUN
ap-816	99	19	item	item	NOUN
ap-816	99	20	,	,	PUNCT
ap-816	99	21	which	which	PRON
ap-816	99	22	is	be	AUX
ap-816	99	23	now	now	ADV
ap-816	99	24	the	the	DET
ap-816	99	25	outlier	outlier	NOUN
ap-816	99	26	,	,	PUNCT
ap-816	99	27	through	through	ADP
ap-816	99	28	its	its	PRON
ap-816	99	29	regression	regression	NOUN
ap-816	99	30	vector	vector	NOUN
ap-816	99	31	.	.	PUNCT
ap-816	100	1	this	this	DET
ap-816	100	2	value	value	NOUN
ap-816	100	3	going	go	VERB
ap-816	100	4	to	to	ADP
ap-816	100	5	the	the	DET
ap-816	100	6	regression	regression	NOUN
ap-816	100	7	vector	vector	NOUN
ap-816	100	8	of	of	ADP
ap-816	100	9	the	the	DET
ap-816	100	10	data	data	NOUN
ap-816	100	11	component	component	NOUN
ap-816	100	12	must	must	AUX
ap-816	100	13	therefore	therefore	ADV
ap-816	100	14	also	also	ADV
ap-816	100	15	be	be	AUX
ap-816	100	16	substituted	substitute	VERB
ap-816	100	17	by	by	ADP
ap-816	100	18	the	the	DET
ap-816	100	19	filtered	filter	VERB
ap-816	100	20	value	value	NOUN
ap-816	100	21	.	.	PUNCT
ap-816	101	1	algorithm	algorithm	NOUN
ap-816	101	2	of	of	ADP
ap-816	101	3	the	the	DET
ap-816	101	4	filtration	filtration	NOUN
ap-816	101	5	the	the	DET
ap-816	101	6	filter	filter	NOUN
ap-816	101	7	can	can	AUX
ap-816	101	8	be	be	AUX
ap-816	101	9	summarized	summarize	VERB
ap-816	101	10	by	by	ADP
ap-816	101	11	the	the	DET
ap-816	101	12	following	follow	VERB
ap-816	101	13	modification	modification	NOUN
ap-816	101	14	of	of	ADP
ap-816	101	15	the	the	DET
ap-816	101	16	above	above	ADJ
ap-816	101	17	mixture	mixture	NOUN
ap-816	101	18	estimation	estimation	NOUN
ap-816	101	19	algorithm	algorithm	NOUN
ap-816	101	20	.	.	PUNCT
ap-816	102	1	a.	a.	NOUN
ap-816	102	2	initial	initial	PROPN
ap-816	102	3	off	off	ADP
ap-816	102	4	-	-	PUNCT
ap-816	102	5	line	line	NOUN
ap-816	102	6	part	part	NOUN
ap-816	102	7	ˆ	ˆ	ADV
ap-816	102	8	set	set	ADJ
ap-816	102	9	initial	initial	ADJ
ap-816	102	10	statistics	statistic	NOUN
ap-816	102	11	of	of	ADP
ap-816	102	12	parameters	parameter	NOUN
ap-816	102	13	for	for	ADP
ap-816	102	14	a	a	DET
ap-816	102	15	two	two	NUM
ap-816	102	16	-	-	PUNCT
ap-816	102	17	components	component	NOUN
ap-816	102	18	mixture	mixture	NOUN
ap-816	102	19	model	model	NOUN
ap-816	102	20	,	,	PUNCT
ap-816	102	21	�	�	PROPN
ap-816	102	22	first	first	ADJ
ap-816	102	23	component	component	NOUN
ap-816	102	24	with	with	ADP
ap-816	102	25	small	small	ADJ
ap-816	102	26	data	data	NOUN
ap-816	102	27	covariance	covariance	NOUN
ap-816	102	28	(	(	PUNCT
ap-816	102	29	the	the	DET
ap-816	102	30	data	data	NOUN
ap-816	102	31	component	component	NOUN
ap-816	102	32	)	)	PUNCT
ap-816	102	33	,	,	PUNCT
ap-816	102	34	�	�	PROPN
ap-816	102	35	second	second	ADJ
ap-816	102	36	component	component	NOUN
ap-816	102	37	with	with	ADP
ap-816	102	38	large	large	ADJ
ap-816	102	39	data	data	NOUN
ap-816	102	40	covariance	covariance	NOUN
ap-816	102	41	(	(	PUNCT
ap-816	102	42	the	the	DET
ap-816	102	43	outlier	outlier	ADJ
ap-816	102	44	component	component	NOUN
ap-816	102	45	)	)	PUNCT
ap-816	102	46	.	.	PUNCT
ap-816	103	1	ˆ	ˆ	NOUN
ap-816	103	2	set	set	VERB
ap-816	103	3	the	the	DET
ap-816	103	4	forgetting	forget	VERB
ap-816	103	5	coefficient	coefficient	NOUN
ap-816	103	6	.	.	PUNCT
ap-816	104	1	b.	b.	PROPN
ap-816	104	2	on	on	ADP
ap-816	104	3	-	-	PUNCT
ap-816	104	4	line	line	NOUN
ap-816	104	5	time	time	NOUN
ap-816	104	6	loop	loop	NOUN
ap-816	104	7	ˆ	ˆ	ADJ
ap-816	104	8	measure	measure	NOUN
ap-816	104	9	the	the	DET
ap-816	104	10	current	current	ADJ
ap-816	104	11	data	datum	NOUN
ap-816	104	12	.	.	PUNCT
ap-816	105	1	ˆ	ˆ	NOUN
ap-816	105	2	compute	compute	VERB
ap-816	105	3	the	the	DET
ap-816	105	4	probabilistic	probabilistic	ADJ
ap-816	105	5	weights	weight	NOUN
ap-816	105	6	of	of	ADP
ap-816	105	7	both	both	DET
ap-816	105	8	components	component	NOUN
ap-816	105	9	with	with	ADP
ap-816	105	10	respect	respect	NOUN
ap-816	105	11	to	to	ADP
ap-816	105	12	the	the	DET
ap-816	105	13	measured	measured	ADJ
ap-816	105	14	data	datum	NOUN
ap-816	105	15	.	.	PUNCT
ap-816	106	1	ˆ	ˆ	NOUN
ap-816	106	2	choose	choose	VERB
ap-816	106	3	the	the	DET
ap-816	106	4	component	component	NOUN
ap-816	106	5	with	with	ADP
ap-816	106	6	the	the	DET
ap-816	106	7	greater	great	ADJ
ap-816	106	8	weight	weight	NOUN
ap-816	106	9	.	.	PUNCT
ap-816	107	1	ˆ	ˆ	NOUN
ap-816	107	2	if	if	SCONJ
ap-816	107	3	the	the	DET
ap-816	107	4	chosen	choose	VERB
ap-816	107	5	component	component	NOUN
ap-816	107	6	is	be	AUX
ap-816	107	7	that	that	PRON
ap-816	107	8	of	of	ADP
ap-816	107	9	the	the	DET
ap-816	107	10	data	datum	NOUN
ap-816	107	11	,	,	PUNCT
ap-816	107	12	�	�	PROPN
ap-816	108	1	re	re	NOUN
ap-816	109	1	-	-	NOUN
ap-816	109	2	evaluate	evaluate	VERB
ap-816	109	3	parameter	parameter	NOUN
ap-816	109	4	statistics	statistic	NOUN
ap-816	109	5	for	for	ADP
ap-816	109	6	each	each	DET
ap-816	109	7	component	component	NOUN
ap-816	109	8	separately	separately	ADV
ap-816	109	9	.	.	PUNCT
ap-816	110	1	©	©	PROPN
ap-816	110	2	czech	czech	PROPN
ap-816	110	3	technical	technical	PROPN
ap-816	110	4	university	university	PROPN
ap-816	110	5	publishing	publishing	NOUN
ap-816	110	6	house	house	NOUN
ap-816	110	7	http://ctn.cvut.cz/ap/	http://ctn.cvut.cz/ap/	PROPN
ap-816	110	8	31	31	NUM
ap-816	110	9	czech	czech	PROPN
ap-816	110	10	technical	technical	PROPN
ap-816	110	11	university	university	PROPN
ap-816	110	12	in	in	ADP
ap-816	110	13	prague	prague	PROPN
ap-816	110	14	acta	acta	PROPN
ap-816	110	15	polytechnica	polytechnica	PROPN
ap-816	110	16	vol	vol	NOUN
ap-816	110	17	.	.	PUNCT
ap-816	111	1	46	46	NUM
ap-816	111	2	no	no	INTJ
ap-816	111	3	.	.	PUNCT
ap-816	112	1	2/2006	2/2006	NUM
ap-816	112	2	ˆ	ˆ	NOUN
ap-816	112	3	if	if	SCONJ
ap-816	112	4	the	the	DET
ap-816	112	5	chosen	choose	VERB
ap-816	112	6	component	component	NOUN
ap-816	112	7	is	be	AUX
ap-816	112	8	that	that	PRON
ap-816	112	9	of	of	ADP
ap-816	112	10	the	the	DET
ap-816	112	11	outliers	outlier	NOUN
ap-816	112	12	,	,	PUNCT
ap-816	112	13	�	�	PROPN
ap-816	112	14	generate	generate	VERB
ap-816	112	15	data	datum	NOUN
ap-816	112	16	prediction	prediction	NOUN
ap-816	112	17	using	use	VERB
ap-816	112	18	the	the	DET
ap-816	112	19	data	datum	NOUN
ap-816	112	20	component	component	NOUN
ap-816	112	21	,	,	PUNCT
ap-816	112	22	�	�	PROPN
ap-816	112	23	use	use	VERB
ap-816	112	24	the	the	DET
ap-816	112	25	predicted	predict	VERB
ap-816	112	26	value	value	NOUN
ap-816	112	27	as	as	ADP
ap-816	112	28	a	a	DET
ap-816	112	29	reconstruction	reconstruction	NOUN
ap-816	112	30	of	of	ADP
ap-816	112	31	the	the	DET
ap-816	112	32	observed	observe	VERB
ap-816	112	33	data	datum	NOUN
ap-816	112	34	,	,	PUNCT
ap-816	112	35	�	�	PROPN
ap-816	112	36	use	use	VERB
ap-816	112	37	the	the	DET
ap-816	112	38	predicted	predict	VERB
ap-816	112	39	value	value	NOUN
ap-816	112	40	in	in	ADP
ap-816	112	41	the	the	DET
ap-816	112	42	(	(	PUNCT
ap-816	112	43	future	future	ADJ
ap-816	112	44	)	)	PUNCT
ap-816	112	45	regression	regression	NOUN
ap-816	112	46	vector	vector	NOUN
ap-816	112	47	of	of	ADP
ap-816	112	48	the	the	DET
ap-816	112	49	data	datum	NOUN
ap-816	112	50	component	component	NOUN
ap-816	112	51	,	,	PUNCT
ap-816	112	52	�	�	PROPN
ap-816	112	53	re	re	NOUN
ap-816	112	54	-	-	NOUN
ap-816	112	55	evaluate	evaluate	VERB
ap-816	112	56	parameter	parameter	NOUN
ap-816	112	57	statistics	statistic	NOUN
ap-816	112	58	for	for	ADP
ap-816	112	59	the	the	DET
ap-816	112	60	outlier	outlier	ADJ
ap-816	112	61	component	component	NOUN
ap-816	112	62	only	only	ADV
ap-816	112	63	.	.	PUNCT
ap-816	113	1	4	4	NUM
ap-816	113	2	experiments	experiment	NOUN
ap-816	113	3	in	in	ADP
ap-816	113	4	this	this	DET
ap-816	113	5	section	section	NOUN
ap-816	113	6	,	,	PUNCT
ap-816	113	7	we	we	PRON
ap-816	113	8	test	test	VERB
ap-816	113	9	the	the	DET
ap-816	113	10	proposed	propose	VERB
ap-816	113	11	algorithm	algorithm	NOUN
ap-816	113	12	on	on	ADP
ap-816	113	13	real	real	ADJ
ap-816	113	14	data	datum	NOUN
ap-816	113	15	.	.	PUNCT
ap-816	114	1	a	a	DET
ap-816	114	2	sample	sample	NOUN
ap-816	114	3	of	of	ADP
ap-816	114	4	data	datum	NOUN
ap-816	114	5	from	from	ADP
ap-816	114	6	a	a	DET
ap-816	114	7	traffic	traffic	NOUN
ap-816	114	8	miniregion	miniregion	NOUN
ap-816	114	9	in	in	ADP
ap-816	114	10	the	the	DET
ap-816	114	11	center	center	NOUN
ap-816	114	12	of	of	ADP
ap-816	114	13	prague	prague	PROPN
ap-816	114	14	was	be	AUX
ap-816	114	15	chosen	choose	VERB
ap-816	114	16	for	for	ADP
ap-816	114	17	the	the	DET
ap-816	114	18	experiments	experiment	NOUN
ap-816	114	19	.	.	PUNCT
ap-816	115	1	the	the	DET
ap-816	115	2	data	datum	NOUN
ap-816	115	3	refers	refer	VERB
ap-816	115	4	to	to	PART
ap-816	115	5	formed	form	VERB
ap-816	115	6	by	by	ADP
ap-816	115	7	intensities	intensity	NOUN
ap-816	115	8	of	of	ADP
ap-816	115	9	traffic	traffic	NOUN
ap-816	115	10	flow	flow	NOUN
ap-816	115	11	measured	measure	VERB
ap-816	115	12	at	at	ADP
ap-816	115	13	a	a	DET
ap-816	115	14	single	single	ADJ
ap-816	115	15	point	point	NOUN
ap-816	115	16	in	in	ADP
ap-816	115	17	the	the	DET
ap-816	115	18	miniregion	miniregion	NOUN
ap-816	115	19	.	.	PUNCT
ap-816	116	1	the	the	DET
ap-816	116	2	noise	noise	NOUN
ap-816	116	3	corrupting	corrupt	VERB
ap-816	116	4	the	the	DET
ap-816	116	5	data	datum	NOUN
ap-816	116	6	is	be	AUX
ap-816	116	7	represented	represent	VERB
ap-816	116	8	mainly	mainly	ADV
ap-816	116	9	represents	represent	VERB
ap-816	116	10	standard	standard	ADJ
ap-816	116	11	traffic	traffic	NOUN
ap-816	116	12	irregularities	irregularity	NOUN
ap-816	116	13	(	(	PUNCT
ap-816	116	14	interactions	interaction	NOUN
ap-816	116	15	between	between	ADP
ap-816	116	16	neighbouring	neighbouring	ADJ
ap-816	116	17	control	control	NOUN
ap-816	116	18	lights	light	NOUN
ap-816	116	19	,	,	PUNCT
ap-816	116	20	accidental	accidental	ADJ
ap-816	116	21	accumulations	accumulation	NOUN
ap-816	116	22	of	of	ADP
ap-816	116	23	cars	car	NOUN
ap-816	116	24	,	,	PUNCT
ap-816	116	25	minor	minor	ADJ
ap-816	116	26	accidents	accident	NOUN
ap-816	116	27	etc	etc	X
ap-816	116	28	.	.	PUNCT
ap-816	116	29	)	)	PUNCT
ap-816	116	30	.	.	PUNCT
ap-816	117	1	the	the	DET
ap-816	117	2	data	data	NOUN
ap-816	117	3	sample	sample	NOUN
ap-816	117	4	consist	consist	NOUN
ap-816	117	5	of	of	ADP
ap-816	117	6	1000	1000	NUM
ap-816	117	7	data	datum	NOUN
ap-816	117	8	items	item	NOUN
ap-816	117	9	measured	measure	VERB
ap-816	117	10	with	with	ADP
ap-816	117	11	a	a	DET
ap-816	117	12	period	period	NOUN
ap-816	117	13	of	of	ADP
ap-816	117	14	5	5	NUM
ap-816	117	15	minutes	minute	NOUN
ap-816	117	16	.	.	PUNCT
ap-816	118	1	it	it	PRON
ap-816	118	2	involves	involve	VERB
ap-816	118	3	data	datum	NOUN
ap-816	118	4	over	over	ADP
ap-816	118	5	approximately	approximately	ADV
ap-816	118	6	3,5	3,5	NUM
ap-816	118	7	days	day	NOUN
ap-816	118	8	.	.	PUNCT
ap-816	119	1	the	the	DET
ap-816	119	2	intensity	intensity	NOUN
ap-816	119	3	maxima	maxima	NOUN
ap-816	119	4	reflect	reflect	VERB
ap-816	119	5	the	the	DET
ap-816	119	6	traffic	traffic	NOUN
ap-816	119	7	load	load	NOUN
ap-816	119	8	during	during	ADP
ap-816	119	9	each	each	DET
ap-816	119	10	day	day	NOUN
ap-816	119	11	.	.	PUNCT
ap-816	120	1	the	the	DET
ap-816	120	2	noise	noise	NOUN
ap-816	120	3	causes	cause	VERB
ap-816	120	4	dissimilarities	dissimilarity	NOUN
ap-816	120	5	of	of	ADP
ap-816	120	6	the	the	DET
ap-816	120	7	courses	course	NOUN
ap-816	120	8	for	for	ADP
ap-816	120	9	individual	individual	ADJ
ap-816	120	10	days	day	NOUN
ap-816	120	11	.	.	PUNCT
ap-816	121	1	different	different	ADJ
ap-816	121	2	daily	daily	ADJ
ap-816	121	3	courses	course	NOUN
ap-816	121	4	(	(	PUNCT
ap-816	121	5	visible	visible	ADJ
ap-816	121	6	at	at	ADP
ap-816	121	7	the	the	DET
ap-816	121	8	beginning	beginning	NOUN
ap-816	121	9	of	of	ADP
ap-816	121	10	the	the	DET
ap-816	121	11	fourth	fourth	ADJ
ap-816	121	12	day	day	NOUN
ap-816	121	13	)	)	PUNCT
ap-816	121	14	are	be	AUX
ap-816	121	15	caused	cause	VERB
ap-816	121	16	by	by	ADP
ap-816	121	17	different	different	ADJ
ap-816	121	18	types	type	NOUN
ap-816	121	19	of	of	ADP
ap-816	121	20	days	day	NOUN
ap-816	121	21	,	,	PUNCT
ap-816	121	22	such	such	ADJ
ap-816	121	23	as	as	ADP
ap-816	121	24	weekdays	weekday	NOUN
ap-816	121	25	and	and	CCONJ
ap-816	121	26	weekends	weekend	NOUN
ap-816	121	27	.	.	PUNCT
ap-816	122	1	the	the	DET
ap-816	122	2	outliers	outlier	NOUN
ap-816	122	3	are	be	AUX
ap-816	122	4	not	not	PART
ap-816	122	5	frequent	frequent	ADJ
ap-816	122	6	disturbances	disturbance	NOUN
ap-816	122	7	,	,	PUNCT
ap-816	122	8	but	but	CCONJ
ap-816	122	9	they	they	PRON
ap-816	122	10	are	be	AUX
ap-816	122	11	very	very	ADV
ap-816	122	12	important	important	ADJ
ap-816	122	13	due	due	ADP
ap-816	122	14	to	to	ADP
ap-816	122	15	their	their	PRON
ap-816	122	16	devastating	devastating	ADJ
ap-816	122	17	effects	effect	NOUN
ap-816	122	18	on	on	ADP
ap-816	122	19	model	model	NOUN
ap-816	122	20	estimation	estimation	NOUN
ap-816	122	21	.	.	PUNCT
ap-816	123	1	they	they	PRON
ap-816	123	2	are	be	AUX
ap-816	123	3	caused	cause	VERB
ap-816	123	4	either	either	CCONJ
ap-816	123	5	by	by	ADP
ap-816	123	6	accidental	accidental	ADJ
ap-816	123	7	breakdowns	breakdown	NOUN
ap-816	123	8	of	of	ADP
ap-816	123	9	detectors	detector	NOUN
ap-816	123	10	or	or	CCONJ
ap-816	123	11	by	by	ADP
ap-816	123	12	detector	detector	NOUN
ap-816	123	13	failure	failure	NOUN
ap-816	123	14	for	for	ADP
ap-816	123	15	several	several	ADJ
ap-816	123	16	periods	period	NOUN
ap-816	123	17	of	of	ADP
ap-816	123	18	measurements	measurement	NOUN
ap-816	123	19	.	.	PUNCT
ap-816	124	1	especially	especially	ADV
ap-816	124	2	the	the	DET
ap-816	124	3	latter	latter	ADJ
ap-816	124	4	category	category	NOUN
ap-816	124	5	are	be	AUX
ap-816	124	6	very	very	ADV
ap-816	124	7	difficult	difficult	ADJ
ap-816	124	8	to	to	PART
ap-816	124	9	distinguish	distinguish	VERB
ap-816	124	10	automatically	automatically	ADV
ap-816	124	11	from	from	ADP
ap-816	124	12	the	the	DET
ap-816	124	13	normal	normal	ADJ
ap-816	124	14	signal	signal	NOUN
ap-816	124	15	.	.	PUNCT
ap-816	125	1	in	in	ADP
ap-816	125	2	order	order	NOUN
ap-816	125	3	to	to	PART
ap-816	125	4	test	test	VERB
ap-816	125	5	the	the	DET
ap-816	125	6	filter	filter	NOUN
ap-816	125	7	,	,	PUNCT
ap-816	125	8	the	the	DET
ap-816	125	9	data	datum	NOUN
ap-816	125	10	was	be	AUX
ap-816	125	11	artificially	artificially	ADV
ap-816	125	12	corrupted	corrupt	VERB
ap-816	125	13	by	by	ADP
ap-816	125	14	various	various	ADJ
ap-816	125	15	types	type	NOUN
ap-816	125	16	of	of	ADP
ap-816	125	17	outliers	outlier	NOUN
ap-816	125	18	.	.	PUNCT
ap-816	126	1	basically	basically	ADV
ap-816	126	2	,	,	PUNCT
ap-816	126	3	single	single	ADJ
ap-816	126	4	outliers	outlier	NOUN
ap-816	126	5	and	and	CCONJ
ap-816	126	6	blocks	block	NOUN
ap-816	126	7	of	of	ADP
ap-816	126	8	outliers	outlier	NOUN
ap-816	126	9	are	be	AUX
ap-816	126	10	used	use	VERB
ap-816	126	11	in	in	ADP
ap-816	126	12	all	all	DET
ap-816	126	13	experiments	experiment	NOUN
ap-816	126	14	.	.	PUNCT
ap-816	127	1	then	then	ADV
ap-816	127	2	,	,	PUNCT
ap-816	127	3	various	various	ADJ
ap-816	127	4	outlier	outlier	NOUN
ap-816	127	5	amplitudes	amplitude	NOUN
ap-816	127	6	are	be	AUX
ap-816	127	7	tested	test	VERB
ap-816	127	8	–	–	PUNCT
ap-816	127	9	big	big	ADJ
ap-816	127	10	,	,	PUNCT
ap-816	127	11	medium	medium	ADJ
ap-816	127	12	,	,	PUNCT
ap-816	127	13	small	small	ADJ
ap-816	127	14	–	–	PUNCT
ap-816	127	15	and	and	CCONJ
ap-816	127	16	a	a	DET
ap-816	127	17	combination	combination	NOUN
ap-816	127	18	of	of	ADP
ap-816	127	19	these	these	DET
ap-816	127	20	types	type	NOUN
ap-816	127	21	in	in	ADP
ap-816	127	22	a	a	DET
ap-816	127	23	single	single	ADJ
ap-816	127	24	data	datum	NOUN
ap-816	127	25	sample	sample	NOUN
ap-816	127	26	.	.	PUNCT
ap-816	128	1	for	for	ADP
ap-816	128	2	all	all	DET
ap-816	128	3	experiments	experiment	NOUN
ap-816	128	4	,	,	PUNCT
ap-816	128	5	the	the	DET
ap-816	128	6	results	result	NOUN
ap-816	128	7	of	of	ADP
ap-816	128	8	the	the	DET
ap-816	128	9	proposed	propose	VERB
ap-816	128	10	filter	filter	NOUN
ap-816	128	11	are	be	AUX
ap-816	128	12	compared	compare	VERB
ap-816	128	13	to	to	ADP
ap-816	128	14	those	those	PRON
ap-816	128	15	obtained	obtain	VERB
ap-816	128	16	using	use	VERB
ap-816	128	17	standard	standard	ADJ
ap-816	128	18	filters	filter	NOUN
ap-816	128	19	.	.	PUNCT
ap-816	129	1	these	these	DET
ap-816	129	2	filters	filter	NOUN
ap-816	129	3	are	be	AUX
ap-816	129	4	based	base	VERB
ap-816	129	5	on	on	ADP
ap-816	129	6	a	a	DET
ap-816	129	7	fixed	fix	VERB
ap-816	129	8	-	-	PUNCT
ap-816	129	9	length	length	NOUN
ap-816	129	10	window	window	NOUN
ap-816	129	11	,	,	PUNCT
ap-816	129	12	moving	move	VERB
ap-816	129	13	along	along	ADP
ap-816	129	14	the	the	DET
ap-816	129	15	current	current	ADJ
ap-816	129	16	time	time	NOUN
ap-816	129	17	,	,	PUNCT
ap-816	129	18	and	and	CCONJ
ap-816	129	19	evaluating	evaluate	VERB
ap-816	129	20	some	some	DET
ap-816	129	21	data	datum	NOUN
ap-816	129	22	characteristics	characteristic	NOUN
ap-816	129	23	for	for	ADP
ap-816	129	24	comparison	comparison	NOUN
ap-816	129	25	with	with	ADP
ap-816	129	26	the	the	DET
ap-816	129	27	current	current	ADJ
ap-816	129	28	data	datum	NOUN
ap-816	129	29	measurement	measurement	NOUN
ap-816	129	30	to	to	PART
ap-816	129	31	detect	detect	VERB
ap-816	129	32	an	an	DET
ap-816	129	33	outlier	outlier	NOUN
ap-816	129	34	.	.	PUNCT
ap-816	130	1	these	these	DET
ap-816	130	2	characteristics	characteristic	NOUN
ap-816	130	3	are	be	AUX
ap-816	130	4	either	either	CCONJ
ap-816	130	5	the	the	DET
ap-816	130	6	mean	mean	ADJ
ap-816	130	7	value	value	NOUN
ap-816	130	8	or	or	CCONJ
ap-816	130	9	the	the	DET
ap-816	130	10	median	median	NOUN
ap-816	130	11	computed	compute	VERB
ap-816	130	12	over	over	ADP
ap-816	130	13	the	the	DET
ap-816	130	14	window	window	NOUN
ap-816	130	15	.	.	PUNCT
ap-816	131	1	these	these	DET
ap-816	131	2	characteristics	characteristic	NOUN
ap-816	131	3	are	be	AUX
ap-816	131	4	computed	compute	VERB
ap-816	131	5	either	either	CCONJ
ap-816	131	6	equally	equally	ADV
ap-816	131	7	for	for	ADP
ap-816	131	8	all	all	DET
ap-816	131	9	data	datum	NOUN
ap-816	131	10	or	or	CCONJ
ap-816	131	11	via	via	ADP
ap-816	131	12	a	a	DET
ap-816	131	13	kind	kind	NOUN
ap-816	131	14	of	of	ADP
ap-816	131	15	forgetting	forget	VERB
ap-816	131	16	algorithm	algorithm	NOUN
ap-816	131	17	.	.	PUNCT
ap-816	132	1	a	a	DET
ap-816	132	2	description	description	NOUN
ap-816	132	3	of	of	ADP
ap-816	132	4	such	such	ADJ
ap-816	132	5	filters	filter	NOUN
ap-816	132	6	can	can	AUX
ap-816	132	7	be	be	AUX
ap-816	132	8	found	find	VERB
ap-816	132	9	e.g.	e.g.	ADV
ap-816	132	10	in	in	ADP
ap-816	132	11	[	[	X
ap-816	132	12	16	16	NUM
ap-816	132	13	,	,	PUNCT
ap-816	132	14	17	17	NUM
ap-816	132	15	,	,	PUNCT
ap-816	132	16	18	18	NUM
ap-816	132	17	,	,	PUNCT
ap-816	132	18	19	19	NUM
ap-816	132	19	]	]	PUNCT
ap-816	132	20	.	.	PUNCT
ap-816	133	1	many	many	ADJ
ap-816	133	2	preliminary	preliminary	ADJ
ap-816	133	3	experiments	experiment	NOUN
ap-816	133	4	were	be	AUX
ap-816	133	5	performed	perform	VERB
ap-816	133	6	to	to	PART
ap-816	133	7	compare	compare	VERB
ap-816	133	8	the	the	DET
ap-816	133	9	suggested	suggest	VERB
ap-816	133	10	mixture	mixture	NOUN
ap-816	133	11	filter	filter	NOUN
ap-816	133	12	to	to	ADP
ap-816	133	13	standard	standard	ADJ
ap-816	133	14	filters	filter	NOUN
ap-816	133	15	.	.	PUNCT
ap-816	134	1	all	all	PRON
ap-816	134	2	of	of	ADP
ap-816	134	3	them	they	PRON
ap-816	134	4	gave	give	VERB
ap-816	134	5	comparable	comparable	ADJ
ap-816	134	6	results	result	NOUN
ap-816	134	7	for	for	ADP
ap-816	134	8	isolated	isolated	ADJ
ap-816	134	9	outliers	outlier	NOUN
ap-816	134	10	but	but	CCONJ
ap-816	134	11	almost	almost	ADV
ap-816	134	12	all	all	PRON
ap-816	134	13	standard	standard	ADJ
ap-816	134	14	filters	filter	NOUN
ap-816	134	15	were	be	AUX
ap-816	134	16	quite	quite	ADV
ap-816	134	17	unsuitable	unsuitable	ADJ
ap-816	134	18	for	for	ADP
ap-816	134	19	filtering	filter	VERB
ap-816	134	20	block	block	NOUN
ap-816	134	21	outliers	outlier	NOUN
ap-816	134	22	.	.	PUNCT
ap-816	135	1	typically	typically	ADV
ap-816	135	2	,	,	PUNCT
ap-816	135	3	the	the	DET
ap-816	135	4	standard	standard	ADJ
ap-816	135	5	filters	filter	NOUN
ap-816	135	6	failed	fail	VERB
ap-816	135	7	to	to	PART
ap-816	135	8	detect	detect	VERB
ap-816	135	9	a	a	DET
ap-816	135	10	block	block	NOUN
ap-816	135	11	of	of	ADP
ap-816	135	12	outliers	outlier	NOUN
ap-816	135	13	.	.	PUNCT
ap-816	136	1	among	among	ADP
ap-816	136	2	all	all	DET
ap-816	136	3	the	the	DET
ap-816	136	4	standard	standard	ADJ
ap-816	136	5	filters	filter	NOUN
ap-816	136	6	,	,	PUNCT
ap-816	136	7	only	only	ADV
ap-816	136	8	two	two	NUM
ap-816	136	9	were	be	AUX
ap-816	136	10	found	find	VERB
ap-816	136	11	to	to	PART
ap-816	136	12	be	be	AUX
ap-816	136	13	comparable	comparable	ADJ
ap-816	136	14	with	with	ADP
ap-816	136	15	the	the	DET
ap-816	136	16	proposed	propose	VERB
ap-816	136	17	mixture	mixture	NOUN
ap-816	136	18	filter	filter	NOUN
ap-816	136	19	.	.	PUNCT
ap-816	137	1	standard	standard	ADJ
ap-816	137	2	filter	filter	NOUN
ap-816	137	3	no	no	NOUN
ap-816	137	4	.	.	NOUN
ap-816	137	5	1	1	NUM
ap-816	137	6	was	be	AUX
ap-816	137	7	designed	design	VERB
ap-816	137	8	to	to	PART
ap-816	137	9	detect	detect	VERB
ap-816	137	10	a	a	DET
ap-816	137	11	block	block	NOUN
ap-816	137	12	of	of	ADP
ap-816	137	13	outliers	outlier	NOUN
ap-816	137	14	[	[	X
ap-816	137	15	16	16	NUM
ap-816	137	16	]	]	PUNCT
ap-816	137	17	.	.	PUNCT
ap-816	138	1	after	after	ADP
ap-816	138	2	detecting	detect	VERB
ap-816	138	3	the	the	DET
ap-816	138	4	borders	border	NOUN
ap-816	138	5	of	of	ADP
ap-816	138	6	a	a	DET
ap-816	138	7	block	block	NOUN
ap-816	138	8	outlier	outlier	NOUN
ap-816	138	9	,	,	PUNCT
ap-816	138	10	it	it	PRON
ap-816	138	11	models	model	VERB
ap-816	138	12	the	the	DET
ap-816	138	13	data	datum	NOUN
ap-816	138	14	before	before	ADV
ap-816	138	15	and	and	CCONJ
ap-816	138	16	after	after	ADP
ap-816	138	17	the	the	DET
ap-816	138	18	outlier	outlier	NOUN
ap-816	138	19	with	with	ADP
ap-816	138	20	a	a	DET
ap-816	138	21	simple	simple	ADJ
ap-816	138	22	regression	regression	NOUN
ap-816	138	23	model	model	NOUN
ap-816	138	24	and	and	CCONJ
ap-816	138	25	substitutes	substitute	VERB
ap-816	138	26	the	the	DET
ap-816	138	27	outlying	outlying	ADJ
ap-816	138	28	values	value	NOUN
ap-816	138	29	by	by	ADP
ap-816	138	30	a	a	DET
ap-816	138	31	combination	combination	NOUN
ap-816	138	32	of	of	ADP
ap-816	138	33	predictions	prediction	NOUN
ap-816	138	34	from	from	ADP
ap-816	138	35	both	both	DET
ap-816	138	36	these	these	DET
ap-816	138	37	models	model	NOUN
ap-816	138	38	.	.	PUNCT
ap-816	139	1	standard	standard	ADJ
ap-816	139	2	filter	filter	NOUN
ap-816	139	3	no	no	NOUN
ap-816	139	4	.	.	NOUN
ap-816	139	5	2	2	NUM
ap-816	139	6	is	be	AUX
ap-816	139	7	a	a	DET
ap-816	139	8	median	median	ADJ
ap-816	139	9	filter	filter	NOUN
ap-816	139	10	with	with	ADP
ap-816	139	11	window	window	NOUN
ap-816	139	12	size	size	NOUN
ap-816	139	13	200	200	NUM
ap-816	139	14	(	(	PUNCT
ap-816	139	15	time	time	NOUN
ap-816	139	16	periods	period	NOUN
ap-816	139	17	)	)	PUNCT
ap-816	139	18	and	and	CCONJ
ap-816	139	19	without	without	ADP
ap-816	139	20	forgetting	forget	VERB
ap-816	139	21	.	.	PUNCT
ap-816	140	1	to	to	PART
ap-816	140	2	demonstrate	demonstrate	VERB
ap-816	140	3	the	the	DET
ap-816	140	4	results	result	NOUN
ap-816	140	5	of	of	ADP
ap-816	140	6	filtering	filter	VERB
ap-816	140	7	results	result	NOUN
ap-816	140	8	in	in	ADP
ap-816	140	9	this	this	DET
ap-816	140	10	paper	paper	NOUN
ap-816	140	11	,	,	PUNCT
ap-816	140	12	only	only	ADV
ap-816	140	13	these	these	DET
ap-816	140	14	two	two	NUM
ap-816	140	15	standard	standard	ADJ
ap-816	140	16	filters	filter	NOUN
ap-816	140	17	are	be	AUX
ap-816	140	18	used	use	VERB
ap-816	140	19	.	.	PUNCT
ap-816	141	1	as	as	SCONJ
ap-816	141	2	mentioned	mention	VERB
ap-816	141	3	above	above	ADV
ap-816	141	4	,	,	PUNCT
ap-816	141	5	the	the	DET
ap-816	141	6	components	component	NOUN
ap-816	141	7	have	have	VERB
ap-816	141	8	different	different	ADJ
ap-816	141	9	covariances	covariance	NOUN
ap-816	141	10	.	.	PUNCT
ap-816	142	1	for	for	ADP
ap-816	142	2	these	these	DET
ap-816	142	3	experiments	experiment	NOUN
ap-816	142	4	,	,	PUNCT
ap-816	142	5	the	the	DET
ap-816	142	6	data	data	NOUN
ap-816	142	7	component	component	NOUN
ap-816	142	8	has	have	VERB
ap-816	142	9	32	32	NUM
ap-816	142	10	©	©	PROPN
ap-816	142	11	czech	czech	PROPN
ap-816	142	12	technical	technical	PROPN
ap-816	142	13	university	university	PROPN
ap-816	142	14	publishing	publishing	NOUN
ap-816	142	15	house	house	NOUN
ap-816	142	16	http://ctn.cvut.cz/ap/	http://ctn.cvut.cz/ap/	PROPN
ap-816	142	17	acta	acta	PROPN
ap-816	142	18	polytechnica	polytechnica	PROPN
ap-816	142	19	vol	vol	NOUN
ap-816	142	20	.	.	PUNCT
ap-816	143	1	46	46	NUM
ap-816	143	2	no	no	INTJ
ap-816	143	3	.	.	PUNCT
ap-816	144	1	2/2006	2/2006	NUM
ap-816	144	2	czech	czech	PROPN
ap-816	144	3	technical	technical	PROPN
ap-816	144	4	university	university	PROPN
ap-816	144	5	in	in	ADP
ap-816	144	6	prague	prague	PROPN
ap-816	144	7	fig	fig	NOUN
ap-816	144	8	.	.	PUNCT
ap-816	145	1	1	1	NUM
ap-816	145	2	:	:	PUNCT
ap-816	145	3	uncorrupted	uncorrupted	ADJ
ap-816	145	4	transportation	transportation	NOUN
ap-816	145	5	data	datum	NOUN
ap-816	145	6	covariance	covariance	NOUN
ap-816	145	7	covd	covd	NOUN
ap-816	145	8	�	�	PROPN
ap-816	145	9	0.1	0.1	NUM
ap-816	145	10	and	and	CCONJ
ap-816	145	11	the	the	DET
ap-816	145	12	outlier	outlier	NOUN
ap-816	145	13	component	component	NOUN
ap-816	145	14	has	have	VERB
ap-816	145	15	covariance	covariance	PROPN
ap-816	145	16	covo	covo	PROPN
ap-816	145	17	�	�	PROPN
ap-816	145	18	100	100	NUM
ap-816	145	19	.	.	PUNCT
ap-816	145	20	example	example	NOUN
ap-816	146	1	1	1	NUM
ap-816	146	2	:	:	PUNCT
ap-816	146	3	all	all	DET
ap-816	146	4	big	big	ADJ
ap-816	146	5	outliers	outlier	NOUN
ap-816	146	6	the	the	DET
ap-816	146	7	first	first	ADJ
ap-816	146	8	experiment	experiment	NOUN
ap-816	146	9	follows	follow	VERB
ap-816	146	10	a	a	DET
ap-816	146	11	typical	typical	ADJ
ap-816	146	12	scenario	scenario	NOUN
ap-816	146	13	,	,	PUNCT
ap-816	146	14	i.e.	i.e.	X
ap-816	146	15	outliers	outlier	NOUN
ap-816	146	16	with	with	ADP
ap-816	146	17	big	big	ADJ
ap-816	146	18	amplitudes	amplitude	NOUN
ap-816	146	19	.	.	PUNCT
ap-816	147	1	the	the	DET
ap-816	147	2	level	level	NOUN
ap-816	147	3	of	of	ADP
ap-816	147	4	the	the	DET
ap-816	147	5	outliers	outlier	NOUN
ap-816	147	6	is	be	AUX
ap-816	147	7	about	about	ADV
ap-816	147	8	5000	5000	NUM
ap-816	147	9	,	,	PUNCT
ap-816	147	10	which	which	PRON
ap-816	147	11	is	be	AUX
ap-816	147	12	approximately	approximately	ADV
ap-816	147	13	100	100	NUM
ap-816	147	14	times	time	NOUN
ap-816	147	15	the	the	DET
ap-816	147	16	level	level	NOUN
ap-816	147	17	of	of	ADP
ap-816	147	18	the	the	DET
ap-816	147	19	uncorrupted	uncorrupted	ADJ
ap-816	147	20	data	datum	NOUN
ap-816	147	21	.	.	PUNCT
ap-816	148	1	the	the	DET
ap-816	148	2	mixture	mixture	NOUN
ap-816	148	3	filter	filter	NOUN
ap-816	148	4	completely	completely	ADV
ap-816	148	5	detects	detect	VERB
ap-816	148	6	all	all	DET
ap-816	148	7	outliers	outlier	NOUN
ap-816	148	8	and	and	CCONJ
ap-816	148	9	leaves	leave	VERB
ap-816	148	10	the	the	DET
ap-816	148	11	normal	normal	ADJ
ap-816	148	12	data	datum	NOUN
ap-816	148	13	without	without	ADP
ap-816	148	14	any	any	DET
ap-816	148	15	change	change	NOUN
ap-816	148	16	.	.	PUNCT
ap-816	149	1	the	the	DET
ap-816	149	2	filtered	filter	VERB
ap-816	149	3	variable	variable	NOUN
ap-816	149	4	is	be	AUX
ap-816	149	5	plotted	plot	VERB
ap-816	149	6	in	in	ADP
ap-816	149	7	fig	fig	NOUN
ap-816	149	8	.	.	PUNCT
ap-816	150	1	2	2	X
ap-816	150	2	.	.	X
ap-816	150	3	the	the	DET
ap-816	150	4	filtering	filtering	NOUN
ap-816	150	5	gives	give	VERB
ap-816	150	6	practically	practically	ADV
ap-816	150	7	identical	identical	ADJ
ap-816	150	8	data	datum	NOUN
ap-816	150	9	(	(	PUNCT
ap-816	150	10	cf	cf	NOUN
ap-816	150	11	.	.	PUNCT
ap-816	150	12	fig	fig	NOUN
ap-816	150	13	.	.	PUNCT
ap-816	151	1	1	1	NUM
ap-816	151	2	)	)	PUNCT
ap-816	151	3	,	,	PUNCT
ap-816	151	4	up	up	ADP
ap-816	151	5	to	to	PART
ap-816	151	6	20	20	NUM
ap-816	151	7	isolated	isolate	VERB
ap-816	151	8	outliers	outlier	NOUN
ap-816	151	9	and	and	CCONJ
ap-816	151	10	two	two	NUM
ap-816	151	11	short	short	ADJ
ap-816	151	12	blocks	block	NOUN
ap-816	151	13	(	(	PUNCT
ap-816	151	14	first	first	ADJ
ap-816	151	15	100–200	100–200	NUM
ap-816	151	16	items	item	NOUN
ap-816	151	17	and	and	CCONJ
ap-816	151	18	second	second	ADJ
ap-816	151	19	650–700	650–700	NUM
ap-816	151	20	items	item	NOUN
ap-816	151	21	)	)	PUNCT
ap-816	151	22	where	where	SCONJ
ap-816	151	23	groups	group	NOUN
ap-816	151	24	of	of	ADP
ap-816	151	25	outliers	outlier	NOUN
ap-816	151	26	were	be	AUX
ap-816	151	27	located	locate	VERB
ap-816	151	28	.	.	PUNCT
ap-816	152	1	all	all	DET
ap-816	152	2	substitutions	substitution	NOUN
ap-816	152	3	for	for	ADP
ap-816	152	4	outliers	outlier	NOUN
ap-816	152	5	are	be	AUX
ap-816	152	6	in	in	ADP
ap-816	152	7	an	an	DET
ap-816	152	8	appropriate	appropriate	ADJ
ap-816	152	9	range	range	NOUN
ap-816	152	10	.	.	PUNCT
ap-816	153	1	in	in	ADP
ap-816	153	2	order	order	NOUN
ap-816	153	3	to	to	PART
ap-816	153	4	evaluate	evaluate	VERB
ap-816	153	5	the	the	DET
ap-816	153	6	results	result	NOUN
ap-816	153	7	in	in	ADP
ap-816	153	8	a	a	DET
ap-816	153	9	non	non	ADJ
ap-816	153	10	-	-	ADJ
ap-816	153	11	visual	visual	ADJ
ap-816	153	12	way	way	NOUN
ap-816	153	13	,	,	PUNCT
ap-816	153	14	and	and	CCONJ
ap-816	153	15	making	make	VERB
ap-816	153	16	use	use	NOUN
ap-816	153	17	of	of	ADP
ap-816	153	18	the	the	DET
ap-816	153	19	fact	fact	NOUN
ap-816	153	20	that	that	SCONJ
ap-816	153	21	the	the	DET
ap-816	153	22	outliers	outlier	NOUN
ap-816	153	23	were	be	AUX
ap-816	153	24	introduced	introduce	VERB
ap-816	153	25	artificially	artificially	ADV
ap-816	153	26	,	,	PUNCT
ap-816	153	27	the	the	DET
ap-816	153	28	corrupted	corrupted	ADJ
ap-816	153	29	data	data	NOUN
ap-816	153	30	is	be	AUX
ap-816	153	31	compared	compare	VERB
ap-816	153	32	to	to	ADP
ap-816	153	33	its	its	PRON
ap-816	153	34	predictions	prediction	NOUN
ap-816	153	35	from	from	ADP
ap-816	153	36	a	a	DET
ap-816	153	37	model	model	NOUN
ap-816	153	38	estimated	estimate	VERB
ap-816	153	39	on	on	ADP
ap-816	153	40	the	the	DET
ap-816	153	41	basis	basis	NOUN
ap-816	153	42	of	of	ADP
ap-816	153	43	a	a	DET
ap-816	153	44	filtered	filter	VERB
ap-816	153	45	data	datum	NOUN
ap-816	153	46	sample	sample	NOUN
ap-816	153	47	.	.	PUNCT
ap-816	154	1	this	this	DET
ap-816	154	2	quality	quality	NOUN
ap-816	154	3	evaluation	evaluation	NOUN
ap-816	154	4	is	be	AUX
ap-816	154	5	done	do	VERB
ap-816	154	6	through	through	ADP
ap-816	154	7	the	the	DET
ap-816	154	8	prediction	prediction	NOUN
ap-816	154	9	error	error	NOUN
ap-816	154	10	(	(	PUNCT
ap-816	154	11	pe	pe	NOUN
ap-816	154	12	)	)	PUNCT
ap-816	154	13	coefficient	coefficient	NOUN
ap-816	154	14	,	,	PUNCT
ap-816	154	15	which	which	PRON
ap-816	154	16	is	be	AUX
ap-816	154	17	the	the	DET
ap-816	154	18	square	square	ADJ
ap-816	154	19	root	root	NOUN
ap-816	154	20	of	of	ADP
ap-816	154	21	the	the	DET
ap-816	154	22	sum	sum	NOUN
ap-816	154	23	of	of	ADP
ap-816	154	24	squares	square	NOUN
ap-816	154	25	of	of	ADP
ap-816	154	26	the	the	DET
ap-816	154	27	prediction	prediction	NOUN
ap-816	154	28	error	error	NOUN
ap-816	154	29	divided	divide	VERB
ap-816	154	30	by	by	ADP
ap-816	154	31	the	the	DET
ap-816	154	32	variance	variance	NOUN
ap-816	154	33	of	of	ADP
ap-816	154	34	the	the	DET
ap-816	154	35	data	datum	NOUN
ap-816	154	36	.	.	PUNCT
ap-816	155	1	the	the	DET
ap-816	155	2	results	result	NOUN
ap-816	155	3	for	for	ADP
ap-816	155	4	the	the	DET
ap-816	155	5	suggested	suggest	VERB
ap-816	155	6	mixture	mixture	NOUN
ap-816	155	7	filter	filter	NOUN
ap-816	155	8	and	and	CCONJ
ap-816	155	9	the	the	DET
ap-816	155	10	two	two	NUM
ap-816	155	11	chosen	choose	VERB
ap-816	155	12	standard	standard	ADJ
ap-816	155	13	filters	filter	NOUN
ap-816	155	14	are	be	AUX
ap-816	155	15	given	give	VERB
ap-816	155	16	in	in	ADP
ap-816	155	17	the	the	DET
ap-816	155	18	following	follow	VERB
ap-816	155	19	table	table	NOUN
ap-816	155	20	(	(	PUNCT
ap-816	155	21	table	table	NOUN
ap-816	155	22	1	1	NUM
ap-816	155	23	)	)	PUNCT
ap-816	155	24	.	.	PUNCT
ap-816	156	1	example	example	NOUN
ap-816	157	1	2	2	NUM
ap-816	157	2	:	:	PUNCT
ap-816	157	3	all	all	DET
ap-816	157	4	small	small	ADJ
ap-816	157	5	outliers	outlier	NOUN
ap-816	157	6	an	an	DET
ap-816	157	7	outlier	outlier	NOUN
ap-816	157	8	is	be	AUX
ap-816	157	9	a	a	DET
ap-816	157	10	value	value	NOUN
ap-816	157	11	lying	lie	VERB
ap-816	157	12	“	"	PUNCT
ap-816	157	13	far	far	ADJ
ap-816	157	14	”	"	PUNCT
ap-816	157	15	outside	outside	ADP
ap-816	157	16	the	the	DET
ap-816	157	17	range	range	NOUN
ap-816	157	18	of	of	ADP
ap-816	157	19	the	the	DET
ap-816	157	20	corrupted	corrupted	ADJ
ap-816	157	21	data	datum	NOUN
ap-816	157	22	.	.	PUNCT
ap-816	158	1	what	what	PRON
ap-816	158	2	happens	happen	VERB
ap-816	158	3	if	if	SCONJ
ap-816	158	4	“	"	PUNCT
ap-816	158	5	far	far	ADV
ap-816	158	6	”	"	PUNCT
ap-816	158	7	is	be	AUX
ap-816	158	8	not	not	PART
ap-816	158	9	so	so	ADV
ap-816	158	10	far	far	ADV
ap-816	158	11	as	as	ADP
ap-816	158	12	in	in	ADP
ap-816	158	13	the	the	DET
ap-816	158	14	previous	previous	ADJ
ap-816	158	15	experiment	experiment	NOUN
ap-816	158	16	?	?	PUNCT
ap-816	159	1	now	now	ADV
ap-816	159	2	,	,	PUNCT
ap-816	159	3	outliers	outlier	NOUN
ap-816	159	4	of	of	ADP
ap-816	159	5	an	an	DET
ap-816	159	6	amplitude	amplitude	NOUN
ap-816	159	7	from	from	ADP
ap-816	159	8	1	1	NUM
ap-816	159	9	to	to	PART
ap-816	159	10	5	5	NUM
ap-816	159	11	times	time	NOUN
ap-816	159	12	the	the	DET
ap-816	159	13	uncorrupted	uncorrupted	ADJ
ap-816	159	14	data	datum	NOUN
ap-816	159	15	amplitude	amplitude	NOUN
ap-816	159	16	are	be	AUX
ap-816	159	17	tested	test	VERB
ap-816	159	18	.	.	PUNCT
ap-816	160	1	the	the	DET
ap-816	160	2	composition	composition	NOUN
ap-816	160	3	of	of	ADP
ap-816	160	4	the	the	DET
ap-816	160	5	data	datum	NOUN
ap-816	160	6	and	and	CCONJ
ap-816	160	7	outliers	outlier	NOUN
ap-816	160	8	is	be	AUX
ap-816	160	9	the	the	DET
ap-816	160	10	same	same	ADJ
ap-816	160	11	.	.	PUNCT
ap-816	161	1	the	the	DET
ap-816	161	2	results	result	NOUN
ap-816	161	3	are	be	AUX
ap-816	161	4	summarized	summarize	VERB
ap-816	161	5	in	in	ADP
ap-816	161	6	the	the	DET
ap-816	161	7	following	follow	VERB
ap-816	161	8	table	table	NOUN
ap-816	161	9	:	:	PUNCT
ap-816	161	10	once	once	ADV
ap-816	161	11	again	again	ADV
ap-816	161	12	,	,	PUNCT
ap-816	161	13	the	the	DET
ap-816	161	14	mixture	mixture	NOUN
ap-816	161	15	filter	filter	NOUN
ap-816	161	16	outperforms	outperform	VERB
ap-816	161	17	the	the	DET
ap-816	161	18	others	other	NOUN
ap-816	161	19	.	.	PUNCT
ap-816	162	1	the	the	DET
ap-816	162	2	absolute	absolute	ADJ
ap-816	162	3	values	value	NOUN
ap-816	162	4	of	of	ADP
ap-816	162	5	the	the	DET
ap-816	162	6	differences	difference	NOUN
ap-816	162	7	of	of	ADP
ap-816	162	8	pe	pe	PROPN
ap-816	162	9	are	be	AUX
ap-816	162	10	smaller	small	ADJ
ap-816	162	11	than	than	ADP
ap-816	162	12	in	in	ADP
ap-816	162	13	the	the	DET
ap-816	162	14	previous	previous	ADJ
ap-816	162	15	experiment	experiment	NOUN
ap-816	162	16	because	because	SCONJ
ap-816	162	17	the	the	DET
ap-816	162	18	outliers	outlier	NOUN
ap-816	162	19	are	be	AUX
ap-816	162	20	smaller	small	ADJ
ap-816	162	21	©	©	PROPN
ap-816	162	22	czech	czech	PROPN
ap-816	162	23	technical	technical	PROPN
ap-816	162	24	university	university	PROPN
ap-816	162	25	publishing	publishing	NOUN
ap-816	162	26	house	house	NOUN
ap-816	162	27	http://ctn.cvut.cz/ap/	http://ctn.cvut.cz/ap/	PROPN
ap-816	162	28	33	33	NUM
ap-816	162	29	czech	czech	PROPN
ap-816	162	30	technical	technical	PROPN
ap-816	162	31	university	university	PROPN
ap-816	162	32	in	in	ADP
ap-816	162	33	prague	prague	PROPN
ap-816	162	34	acta	acta	PROPN
ap-816	162	35	polytechnica	polytechnica	PROPN
ap-816	162	36	vol	vol	NOUN
ap-816	162	37	.	.	PUNCT
ap-816	163	1	46	46	NUM
ap-816	163	2	no	no	INTJ
ap-816	163	3	.	.	PUNCT
ap-816	164	1	2/2006	2/2006	NUM
ap-816	164	2	fig	fig	NOUN
ap-816	164	3	.	.	PUNCT
ap-816	165	1	2	2	NUM
ap-816	165	2	:	:	PUNCT
ap-816	165	3	filtered	filter	VERB
ap-816	165	4	data	datum	NOUN
ap-816	165	5	filter	filter	NOUN
ap-816	165	6	pe	pe	PROPN
ap-816	165	7	coefficient	coefficient	NOUN
ap-816	165	8	mixture	mixture	NOUN
ap-816	165	9	filter	filter	NOUN
ap-816	165	10	0.49	0.49	NUM
ap-816	165	11	standard	standard	ADJ
ap-816	165	12	filter	filter	NOUN
ap-816	165	13	no	no	NOUN
ap-816	165	14	.	.	NOUN
ap-816	165	15	1	1	NUM
ap-816	165	16	0.72	0.72	NUM
ap-816	165	17	standard	standard	ADJ
ap-816	165	18	filter	filter	NOUN
ap-816	165	19	no	no	NOUN
ap-816	165	20	.	.	NOUN
ap-816	165	21	2	2	NUM
ap-816	165	22	4.80	4.80	NUM
ap-816	165	23	remark	remark	NOUN
ap-816	165	24	:	:	PUNCT
ap-816	165	25	the	the	DET
ap-816	165	26	results	result	NOUN
ap-816	165	27	of	of	ADP
ap-816	165	28	the	the	DET
ap-816	165	29	pe	pe	PROPN
ap-816	165	30	coefficient	coefficient	NOUN
ap-816	165	31	for	for	ADP
ap-816	165	32	the	the	DET
ap-816	165	33	other	other	ADJ
ap-816	165	34	standard	standard	ADJ
ap-816	165	35	filters	filter	NOUN
ap-816	165	36	were	be	AUX
ap-816	165	37	from	from	ADP
ap-816	165	38	8	8	NUM
ap-816	165	39	to	to	ADP
ap-816	165	40	170	170	NUM
ap-816	165	41	.	.	PUNCT
ap-816	166	1	the	the	DET
ap-816	166	2	big	big	ADJ
ap-816	166	3	difference	difference	NOUN
ap-816	166	4	is	be	AUX
ap-816	166	5	caused	cause	VERB
ap-816	166	6	by	by	ADP
ap-816	166	7	the	the	DET
ap-816	166	8	fact	fact	NOUN
ap-816	166	9	that	that	SCONJ
ap-816	166	10	the	the	DET
ap-816	166	11	standard	standard	ADJ
ap-816	166	12	filters	filter	NOUN
ap-816	166	13	are	be	AUX
ap-816	166	14	not	not	PART
ap-816	166	15	able	able	ADJ
ap-816	166	16	to	to	PART
ap-816	166	17	detect	detect	VERB
ap-816	166	18	the	the	DET
ap-816	166	19	blocks	block	NOUN
ap-816	166	20	of	of	ADP
ap-816	166	21	outliers	outlier	NOUN
ap-816	166	22	.	.	PUNCT
ap-816	167	1	table	table	NOUN
ap-816	167	2	1	1	NUM
ap-816	167	3	:	:	PUNCT
ap-816	167	4	pe	pe	VERB
ap-816	167	5	coefficients	coefficient	VERB
ap-816	167	6	for	for	ADP
ap-816	167	7	all	all	DET
ap-816	167	8	big	big	ADJ
ap-816	167	9	outliers	outlier	NOUN
ap-816	167	10	filter	filter	VERB
ap-816	167	11	pe	pe	PROPN
ap-816	167	12	coefficient	coefficient	NOUN
ap-816	167	13	mixture	mixture	NOUN
ap-816	167	14	filter	filter	NOUN
ap-816	167	15	0.50	0.50	NUM
ap-816	168	1	standard	standard	ADJ
ap-816	168	2	filter	filter	NOUN
ap-816	168	3	no	no	NOUN
ap-816	168	4	.	.	NOUN
ap-816	168	5	1	1	NUM
ap-816	168	6	1.52	1.52	NUM
ap-816	168	7	standard	standard	ADJ
ap-816	168	8	filter	filter	NOUN
ap-816	168	9	no	no	NOUN
ap-816	168	10	.	.	NOUN
ap-816	168	11	2	2	NUM
ap-816	168	12	1.36	1.36	NUM
ap-816	168	13	table	table	NOUN
ap-816	168	14	2	2	NUM
ap-816	168	15	:	:	PUNCT
ap-816	168	16	pe	pe	VERB
ap-816	168	17	coefficients	coefficient	VERB
ap-816	168	18	for	for	ADP
ap-816	168	19	all	all	DET
ap-816	168	20	small	small	ADJ
ap-816	168	21	outliers	outlier	NOUN
ap-816	168	22	and	and	CCONJ
ap-816	168	23	the	the	DET
ap-816	168	24	failure	failure	NOUN
ap-816	168	25	to	to	PART
ap-816	168	26	detect	detect	VERB
ap-816	168	27	them	they	PRON
ap-816	168	28	results	result	NOUN
ap-816	168	29	in	in	ADP
ap-816	168	30	a	a	DET
ap-816	168	31	smaller	small	ADJ
ap-816	168	32	contribution	contribution	NOUN
ap-816	168	33	to	to	ADP
ap-816	168	34	the	the	DET
ap-816	168	35	pe	pe	PROPN
ap-816	168	36	.	.	PROPN
ap-816	168	37	example	example	NOUN
ap-816	169	1	3	3	NUM
ap-816	169	2	:	:	PUNCT
ap-816	169	3	first	first	ADV
ap-816	169	4	big	big	ADJ
ap-816	169	5	and	and	CCONJ
ap-816	169	6	then	then	ADV
ap-816	169	7	small	small	ADJ
ap-816	169	8	outliers	outlier	NOUN
ap-816	169	9	this	this	DET
ap-816	169	10	last	last	ADJ
ap-816	169	11	case	case	NOUN
ap-816	169	12	is	be	AUX
ap-816	169	13	the	the	DET
ap-816	169	14	most	most	ADV
ap-816	169	15	difficult	difficult	ADJ
ap-816	169	16	,	,	PUNCT
ap-816	169	17	because	because	SCONJ
ap-816	169	18	the	the	DET
ap-816	169	19	filter	filter	NOUN
ap-816	169	20	could	could	AUX
ap-816	169	21	“	"	PUNCT
ap-816	169	22	calibrate	calibrate	VERB
ap-816	169	23	”	"	PUNCT
ap-816	169	24	the	the	DET
ap-816	169	25	size	size	NOUN
ap-816	169	26	of	of	ADP
ap-816	169	27	the	the	DET
ap-816	169	28	outliers	outlier	NOUN
ap-816	169	29	according	accord	VERB
ap-816	169	30	to	to	ADP
ap-816	169	31	the	the	DET
ap-816	169	32	first	first	ADJ
ap-816	169	33	suspicious	suspicious	ADJ
ap-816	169	34	data	datum	NOUN
ap-816	169	35	and	and	CCONJ
ap-816	169	36	miss	miss	VERB
ap-816	169	37	everything	everything	PRON
ap-816	169	38	that	that	PRON
ap-816	169	39	is	be	AUX
ap-816	169	40	smaller	small	ADJ
ap-816	169	41	than	than	ADP
ap-816	169	42	its	its	PRON
ap-816	169	43	pattern	pattern	NOUN
ap-816	169	44	.	.	PUNCT
ap-816	170	1	will	will	AUX
ap-816	170	2	the	the	DET
ap-816	170	3	filter	filter	NOUN
ap-816	170	4	be	be	AUX
ap-816	170	5	able	able	ADJ
ap-816	170	6	to	to	PART
ap-816	170	7	recognize	recognize	VERB
ap-816	170	8	smaller	small	ADJ
ap-816	170	9	outliers	outlier	NOUN
ap-816	170	10	that	that	PRON
ap-816	170	11	follow	follow	VERB
ap-816	170	12	the	the	DET
ap-816	170	13	bigger	big	ADJ
ap-816	170	14	ones	one	NOUN
ap-816	170	15	?	?	PUNCT
ap-816	171	1	the	the	DET
ap-816	171	2	results	result	NOUN
ap-816	171	3	are	be	AUX
ap-816	171	4	summarized	summarize	VERB
ap-816	171	5	in	in	ADP
ap-816	171	6	the	the	DET
ap-816	171	7	following	follow	VERB
ap-816	171	8	table	table	NOUN
ap-816	171	9	:	:	PUNCT
ap-816	171	10	also	also	ADV
ap-816	171	11	in	in	ADP
ap-816	171	12	this	this	DET
ap-816	171	13	example	example	NOUN
ap-816	171	14	,	,	PUNCT
ap-816	171	15	which	which	PRON
ap-816	171	16	is	be	AUX
ap-816	171	17	the	the	DET
ap-816	171	18	most	most	ADV
ap-816	171	19	dificult	dificult	ADJ
ap-816	171	20	for	for	ADP
ap-816	171	21	the	the	DET
ap-816	171	22	mixture	mixture	NOUN
ap-816	171	23	filter	filter	NOUN
ap-816	171	24	,	,	PUNCT
ap-816	171	25	the	the	DET
ap-816	171	26	results	result	NOUN
ap-816	171	27	are	be	AUX
ap-816	171	28	stable	stable	ADJ
ap-816	171	29	and	and	CCONJ
ap-816	171	30	superior	superior	ADJ
ap-816	171	31	to	to	ADP
ap-816	171	32	the	the	DET
ap-816	171	33	other	other	ADJ
ap-816	171	34	filters	filter	NOUN
ap-816	171	35	.	.	PUNCT
ap-816	172	1	5	5	NUM
ap-816	172	2	conclusions	conclusion	NOUN
ap-816	172	3	a	a	DET
ap-816	172	4	new	new	ADJ
ap-816	172	5	type	type	NOUN
ap-816	172	6	of	of	ADP
ap-816	172	7	filter	filter	NOUN
ap-816	172	8	detecting	detect	VERB
ap-816	172	9	outliers	outlier	NOUN
ap-816	172	10	and	and	CCONJ
ap-816	172	11	data	datum	NOUN
ap-816	172	12	reconstruction	reconstruction	NOUN
ap-816	172	13	has	have	AUX
ap-816	172	14	been	be	AUX
ap-816	172	15	described	describe	VERB
ap-816	172	16	and	and	CCONJ
ap-816	172	17	demonstrated	demonstrate	VERB
ap-816	172	18	on	on	ADP
ap-816	172	19	a	a	DET
ap-816	172	20	serial	serial	NOUN
ap-816	172	21	of	of	ADP
ap-816	172	22	examples	example	NOUN
ap-816	172	23	.	.	PUNCT
ap-816	173	1	the	the	DET
ap-816	173	2	filter	filter	NOUN
ap-816	173	3	is	be	AUX
ap-816	173	4	based	base	VERB
ap-816	173	5	on	on	ADP
ap-816	173	6	modelling	model	VERB
ap-816	173	7	the	the	DET
ap-816	173	8	data	datum	NOUN
ap-816	173	9	by	by	ADP
ap-816	173	10	a	a	DET
ap-816	173	11	mixture	mixture	NOUN
ap-816	173	12	model	model	NOUN
ap-816	173	13	with	with	ADP
ap-816	173	14	two	two	NUM
ap-816	173	15	components	component	NOUN
ap-816	173	16	:	:	PUNCT
ap-816	173	17	one	one	NUM
ap-816	173	18	for	for	ADP
ap-816	173	19	modelling	model	VERB
ap-816	173	20	uncorrupted	uncorrupted	ADJ
ap-816	173	21	data	datum	NOUN
ap-816	173	22	,	,	PUNCT
ap-816	173	23	and	and	CCONJ
ap-816	173	24	the	the	DET
ap-816	173	25	second	second	ADJ
ap-816	173	26	for	for	ADP
ap-816	173	27	modelling	model	VERB
ap-816	173	28	the	the	DET
ap-816	173	29	outliers	outlier	NOUN
ap-816	173	30	.	.	PUNCT
ap-816	174	1	the	the	DET
ap-816	174	2	main	main	ADJ
ap-816	174	3	advantage	advantage	NOUN
ap-816	174	4	of	of	ADP
ap-816	174	5	the	the	DET
ap-816	174	6	filter	filter	NOUN
ap-816	174	7	is	be	AUX
ap-816	174	8	its	its	PRON
ap-816	174	9	ability	ability	NOUN
ap-816	174	10	to	to	PART
ap-816	174	11	detect	detect	VERB
ap-816	174	12	groups	group	NOUN
ap-816	174	13	of	of	ADP
ap-816	174	14	outliers	outlier	NOUN
ap-816	174	15	,	,	PUNCT
ap-816	174	16	which	which	PRON
ap-816	174	17	was	be	AUX
ap-816	174	18	demonstrated	demonstrate	VERB
ap-816	174	19	in	in	ADP
ap-816	174	20	a	a	DET
ap-816	174	21	simulation	simulation	NOUN
ap-816	174	22	.	.	PUNCT
ap-816	175	1	outliers	outlier	NOUN
ap-816	175	2	of	of	ADP
ap-816	175	3	this	this	DET
ap-816	175	4	type	type	NOUN
ap-816	175	5	arise	arise	NOUN
ap-816	175	6	from	from	ADP
ap-816	175	7	temporary	temporary	ADJ
ap-816	175	8	breakdowns	breakdown	NOUN
ap-816	175	9	of	of	ADP
ap-816	175	10	measuring	measure	VERB
ap-816	175	11	devices	device	NOUN
ap-816	175	12	,	,	PUNCT
ap-816	175	13	which	which	PRON
ap-816	175	14	are	be	AUX
ap-816	175	15	rather	rather	ADV
ap-816	175	16	frequent	frequent	ADJ
ap-816	175	17	in	in	ADP
ap-816	175	18	transportation	transportation	NOUN
ap-816	175	19	systems	system	NOUN
ap-816	175	20	.	.	PUNCT
ap-816	176	1	in	in	ADP
ap-816	176	2	all	all	DET
ap-816	176	3	the	the	DET
ap-816	176	4	simulated	simulated	ADJ
ap-816	176	5	examples	example	NOUN
ap-816	176	6	,	,	PUNCT
ap-816	176	7	both	both	DET
ap-816	176	8	single	single	ADJ
ap-816	176	9	outliers	outlier	NOUN
ap-816	176	10	and	and	CCONJ
ap-816	176	11	blocks	block	NOUN
ap-816	176	12	of	of	ADP
ap-816	176	13	outliers	outlier	NOUN
ap-816	176	14	were	be	AUX
ap-816	176	15	correctly	correctly	ADV
ap-816	176	16	detected	detect	VERB
ap-816	176	17	and	and	CCONJ
ap-816	176	18	the	the	DET
ap-816	176	19	data	datum	NOUN
ap-816	176	20	was	be	AUX
ap-816	176	21	reconstructed	reconstruct	VERB
ap-816	176	22	by	by	ADP
ap-816	176	23	reasonable	reasonable	ADJ
ap-816	176	24	values	value	NOUN
ap-816	176	25	,	,	PUNCT
ap-816	176	26	generated	generate	VERB
ap-816	176	27	by	by	ADP
ap-816	176	28	the	the	DET
ap-816	176	29	uncorrupted	uncorrupted	ADJ
ap-816	176	30	data	data	NOUN
ap-816	176	31	component	component	NOUN
ap-816	176	32	.	.	PUNCT
ap-816	177	1	the	the	DET
ap-816	177	2	comparison	comparison	NOUN
ap-816	177	3	of	of	ADP
ap-816	177	4	the	the	DET
ap-816	177	5	results	result	NOUN
ap-816	177	6	with	with	ADP
ap-816	177	7	standard	standard	ADJ
ap-816	177	8	filters	filter	NOUN
ap-816	177	9	proved	prove	VERB
ap-816	177	10	that	that	SCONJ
ap-816	177	11	reconstruction	reconstruction	NOUN
ap-816	177	12	of	of	ADP
ap-816	177	13	a	a	DET
ap-816	177	14	block	block	NOUN
ap-816	177	15	of	of	ADP
ap-816	177	16	outliers	outlier	NOUN
ap-816	177	17	is	be	AUX
ap-816	177	18	a	a	DET
ap-816	177	19	difficult	difficult	ADJ
ap-816	177	20	task	task	NOUN
ap-816	177	21	.	.	PUNCT
ap-816	178	1	typically	typically	ADV
ap-816	178	2	,	,	PUNCT
ap-816	178	3	standard	standard	ADJ
ap-816	178	4	filters	filter	NOUN
ap-816	178	5	were	be	AUX
ap-816	178	6	not	not	PART
ap-816	178	7	able	able	ADJ
ap-816	178	8	to	to	PART
ap-816	178	9	substitute	substitute	VERB
ap-816	178	10	the	the	DET
ap-816	178	11	whole	whole	ADJ
ap-816	178	12	block	block	NOUN
ap-816	178	13	of	of	ADP
ap-816	178	14	outliers	outlier	NOUN
ap-816	178	15	.	.	PUNCT
ap-816	179	1	the	the	DET
ap-816	179	2	best	well	ADV
ap-816	179	3	standard	standard	ADJ
ap-816	179	4	filters	filter	NOUN
ap-816	179	5	usually	usually	ADV
ap-816	179	6	missed	miss	VERB
ap-816	179	7	several	several	ADJ
ap-816	179	8	outliers	outlier	NOUN
ap-816	179	9	from	from	ADP
ap-816	179	10	the	the	DET
ap-816	179	11	block	block	NOUN
ap-816	179	12	before	before	SCONJ
ap-816	179	13	they	they	PRON
ap-816	179	14	“	"	PUNCT
ap-816	179	15	realized	realize	VERB
ap-816	179	16	”	"	PUNCT
ap-816	179	17	that	that	SCONJ
ap-816	179	18	an	an	DET
ap-816	179	19	outlier	outlier	NOUN
ap-816	179	20	had	have	AUX
ap-816	179	21	occurred	occur	VERB
ap-816	179	22	.	.	PUNCT
ap-816	180	1	the	the	DET
ap-816	180	2	proposed	propose	VERB
ap-816	180	3	mixture	mixture	NOUN
ap-816	180	4	-	-	PUNCT
ap-816	180	5	based	base	VERB
ap-816	180	6	filter	filter	NOUN
ap-816	180	7	detects	detect	VERB
ap-816	180	8	the	the	DET
ap-816	180	9	outliers	outlier	NOUN
ap-816	180	10	more	more	ADV
ap-816	180	11	correctly	correctly	ADV
ap-816	180	12	,	,	PUNCT
ap-816	180	13	and	and	CCONJ
ap-816	180	14	thus	thus	ADV
ap-816	180	15	outperforms	outperform	VERB
ap-816	180	16	the	the	DET
ap-816	180	17	standard	standard	ADJ
ap-816	180	18	filters	filter	NOUN
ap-816	180	19	in	in	ADP
ap-816	180	20	all	all	DET
ap-816	180	21	simulated	simulated	ADJ
ap-816	180	22	experiments	experiment	NOUN
ap-816	180	23	.	.	PUNCT
ap-816	181	1	the	the	DET
ap-816	181	2	particular	particular	ADJ
ap-816	181	3	disadvantage	disadvantage	NOUN
ap-816	181	4	of	of	ADP
ap-816	181	5	the	the	DET
ap-816	181	6	filter	filter	NOUN
ap-816	181	7	is	be	AUX
ap-816	181	8	when	when	SCONJ
ap-816	181	9	the	the	DET
ap-816	181	10	blocks	block	NOUN
ap-816	181	11	of	of	ADP
ap-816	181	12	outliers	outlier	NOUN
ap-816	181	13	are	be	AUX
ap-816	181	14	very	very	ADV
ap-816	181	15	long	long	ADJ
ap-816	181	16	.	.	PUNCT
ap-816	182	1	there	there	PRON
ap-816	182	2	can	can	AUX
ap-816	182	3	be	be	AUX
ap-816	182	4	a	a	DET
ap-816	182	5	problem	problem	NOUN
ap-816	182	6	with	with	ADP
ap-816	182	7	the	the	DET
ap-816	182	8	data	data	NOUN
ap-816	182	9	component	component	NOUN
ap-816	182	10	because	because	SCONJ
ap-816	182	11	its	its	PRON
ap-816	182	12	statistics	statistic	NOUN
ap-816	182	13	were	be	AUX
ap-816	182	14	not	not	PART
ap-816	182	15	recomputed	recompute	VERB
ap-816	182	16	during	during	ADP
ap-816	182	17	failure	failure	NOUN
ap-816	182	18	.	.	PUNCT
ap-816	183	1	future	future	ADJ
ap-816	183	2	work	work	NOUN
ap-816	183	3	will	will	AUX
ap-816	183	4	be	be	AUX
ap-816	183	5	focus	focus	VERB
ap-816	183	6	on	on	ADP
ap-816	183	7	solving	solve	VERB
ap-816	183	8	this	this	DET
ap-816	183	9	problem	problem	NOUN
ap-816	183	10	.	.	PUNCT
ap-816	184	1	acknowledgment	acknowledgment	NOUN
ap-816	184	2	this	this	DET
ap-816	184	3	research	research	NOUN
ap-816	184	4	was	be	AUX
ap-816	184	5	partly	partly	ADV
ap-816	184	6	supported	support	VERB
ap-816	184	7	by	by	ADP
ap-816	184	8	grants	grant	NOUN
ap-816	184	9	mšmt	mšmt	VERB
ap-816	184	10	čr	čr	PROPN
ap-816	184	11	1m6798555601	1m6798555601	NUM
ap-816	184	12	,	,	PUNCT
ap-816	184	13	mdčr	mdčr	X
ap-816	184	14	1f43a/003/120	1f43a/003/120	NUM
ap-816	184	15	.	.	PUNCT
ap-816	185	1	references	reference	NOUN
ap-816	185	2	[	[	X
ap-816	185	3	1	1	NUM
ap-816	185	4	]	]	X
ap-816	185	5	zhao	zhao	PROPN
ap-816	185	6	,	,	PUNCT
ap-816	185	7	f.	f.	PROPN
ap-816	185	8	,	,	PUNCT
ap-816	185	9	leong	leong	PROPN
ap-816	185	10	,	,	PUNCT
ap-816	185	11	t.	t.	PROPN
ap-816	185	12	y	y	PROPN
ap-816	185	13	:	:	PUNCT
ap-816	185	14	“	"	PUNCT
ap-816	185	15	a	a	DET
ap-816	185	16	data	data	NOUN
ap-816	185	17	preprocessing	preprocesse	VERB
ap-816	185	18	framework	framework	NOUN
ap-816	185	19	for	for	ADP
ap-816	185	20	supporting	support	VERB
ap-816	185	21	probability	probability	NOUN
ap-816	185	22	-	-	PUNCT
ap-816	185	23	learning	learning	NOUN
ap-816	185	24	in	in	ADP
ap-816	185	25	dynamics	dynamic	NOUN
ap-816	185	26	decision	decision	NOUN
ap-816	185	27	modeling	modeling	NOUN
ap-816	185	28	in	in	ADP
ap-816	185	29	medicine	medicine	NOUN
ap-816	185	30	”	"	PUNCT
ap-816	185	31	.	.	PUNCT
ap-816	186	1	j	j	PROPN
ap-816	186	2	am	be	AUX
ap-816	186	3	med	me	VERB
ap-816	186	4	inform	inform	NOUN
ap-816	186	5	assn	assn	PROPN
ap-816	186	6	,	,	PUNCT
ap-816	186	7	vol	vol	NOUN
ap-816	186	8	.	.	PUNCT
ap-816	187	1	suppl	suppl	PROPN
ap-816	187	2	.	.	PUNCT
ap-816	187	3	s2000	s2000	PROPN
ap-816	187	4	,	,	PUNCT
ap-816	187	5	2000	2000	NUM
ap-816	187	6	,	,	PUNCT
ap-816	187	7	p.	p.	NOUN
ap-816	187	8	933–937	933–937	NUM
ap-816	187	9	.	.	PUNCT
ap-816	188	1	[	[	X
ap-816	188	2	2	2	NUM
ap-816	188	3	]	]	PUNCT
ap-816	188	4	dzerovski	dzerovski	NOUN
ap-816	188	5	,	,	PUNCT
ap-816	188	6	s.	s.	PROPN
ap-816	188	7	,	,	PUNCT
ap-816	188	8	gamberger	gamberger	PROPN
ap-816	188	9	,	,	PUNCT
ap-816	188	10	d.	d.	PROPN
ap-816	188	11	,	,	PUNCT
ap-816	188	12	lavrac	lavrac	PROPN
ap-816	188	13	,	,	PUNCT
ap-816	188	14	n.	n.	NOUN
ap-816	188	15	:	:	PUNCT
ap-816	188	16	“	"	PUNCT
ap-816	188	17	noise	noise	NOUN
ap-816	188	18	detection	detection	NOUN
ap-816	188	19	and	and	CCONJ
ap-816	188	20	elimination	elimination	NOUN
ap-816	188	21	in	in	ADP
ap-816	188	22	data	datum	NOUN
ap-816	188	23	processing	processing	NOUN
ap-816	188	24	experiments	experiment	NOUN
ap-816	188	25	in	in	ADP
ap-816	188	26	medical	medical	ADJ
ap-816	188	27	domains	domain	NOUN
ap-816	188	28	.	.	PUNCT
ap-816	188	29	”	"	PUNCT
ap-816	189	1	appl	appl	PROPN
ap-816	189	2	artif	artif	PROPN
ap-816	189	3	intell	intell	PROPN
ap-816	189	4	,	,	PUNCT
ap-816	189	5	vol	vol	NOUN
ap-816	189	6	.	.	PROPN
ap-816	189	7	14	14	NUM
ap-816	189	8	(	(	PUNCT
ap-816	189	9	2000	2000	NUM
ap-816	189	10	)	)	PUNCT
ap-816	189	11	,	,	PUNCT
ap-816	189	12	no	no	INTJ
ap-816	189	13	.	.	NOUN
ap-816	189	14	2	2	NUM
ap-816	189	15	,	,	PUNCT
ap-816	189	16	p.	p.	NOUN
ap-816	189	17	205–223	205–223	NUM
ap-816	189	18	.	.	PUNCT
ap-816	190	1	[	[	X
ap-816	190	2	3	3	NUM
ap-816	190	3	]	]	X
ap-816	190	4	titterington	titterington	NOUN
ap-816	190	5	,	,	PUNCT
ap-816	190	6	d.	d.	PROPN
ap-816	190	7	m.	m.	PROPN
ap-816	190	8	,	,	PUNCT
ap-816	190	9	smith	smith	PROPN
ap-816	190	10	,	,	PUNCT
ap-816	190	11	a.	a.	PROPN
ap-816	190	12	f.	f.	PROPN
ap-816	190	13	m.	m.	PROPN
ap-816	190	14	,	,	PUNCT
ap-816	190	15	makov	makov	PROPN
ap-816	190	16	,	,	PUNCT
ap-816	190	17	u.	u.	PROPN
ap-816	190	18	e.	e.	PROPN
ap-816	190	19	:	:	PUNCT
ap-816	190	20	statistical	statistical	ADJ
ap-816	190	21	analysis	analysis	NOUN
ap-816	190	22	of	of	ADP
ap-816	190	23	finite	finite	ADJ
ap-816	190	24	mixtures	mixture	NOUN
ap-816	190	25	.	.	PUNCT
ap-816	191	1	john	john	PROPN
ap-816	191	2	wiley	wiley	PROPN
ap-816	191	3	&	&	CCONJ
ap-816	191	4	sons	sons	PROPN
ap-816	191	5	,	,	PUNCT
ap-816	191	6	chichester	chichester	PROPN
ap-816	191	7	,	,	PUNCT
ap-816	191	8	new	new	PROPN
ap-816	191	9	york	york	PROPN
ap-816	191	10	,	,	PUNCT
ap-816	191	11	brisbane	brisbane	PROPN
ap-816	191	12	,	,	PUNCT
ap-816	191	13	toronto	toronto	PROPN
ap-816	191	14	,	,	PUNCT
ap-816	191	15	singapore	singapore	PROPN
ap-816	191	16	,	,	PUNCT
ap-816	191	17	1985	1985	NUM
ap-816	191	18	,	,	PUNCT
ap-816	191	19	isbn	isbn	ADJ
ap-816	191	20	0	0	NUM
ap-816	191	21	471	471	NUM
ap-816	191	22	90763	90763	NUM
ap-816	191	23	4	4	NUM
ap-816	191	24	.	.	PUNCT
ap-816	192	1	[	[	X
ap-816	192	2	4	4	NUM
ap-816	192	3	]	]	X
ap-816	192	4	richardson	richardson	PROPN
ap-816	192	5	,	,	PUNCT
ap-816	192	6	s.	s.	PROPN
ap-816	192	7	,	,	PUNCT
ap-816	192	8	green	green	ADJ
ap-816	192	9	,	,	PUNCT
ap-816	192	10	p.	p.	PROPN
ap-816	192	11	j.	j.	PROPN
ap-816	192	12	:	:	PUNCT
ap-816	192	13	“	"	PUNCT
ap-816	192	14	on	on	ADP
ap-816	192	15	bayesian	bayesian	NOUN
ap-816	192	16	analysis	analysis	NOUN
ap-816	192	17	of	of	ADP
ap-816	192	18	mixtures	mixture	NOUN
ap-816	192	19	with	with	ADP
ap-816	192	20	an	an	DET
ap-816	192	21	unknown	unknown	ADJ
ap-816	192	22	number	number	NOUN
ap-816	192	23	of	of	ADP
ap-816	192	24	components	component	NOUN
ap-816	192	25	,	,	PUNCT
ap-816	192	26	with	with	ADP
ap-816	192	27	discussion	discussion	NOUN
ap-816	192	28	”	"	PUNCT
ap-816	192	29	,	,	PUNCT
ap-816	192	30	journal	journal	NOUN
ap-816	192	31	of	of	ADP
ap-816	192	32	the	the	DET
ap-816	192	33	royal	royal	ADJ
ap-816	192	34	statistical	statistical	ADJ
ap-816	192	35	society	society	NOUN
ap-816	192	36	,	,	PUNCT
ap-816	192	37	series	series	NOUN
ap-816	192	38	b	b	PROPN
ap-816	192	39	,	,	PUNCT
ap-816	192	40	vol	vol	NOUN
ap-816	192	41	.	.	PROPN
ap-816	192	42	59	59	NUM
ap-816	192	43	(	(	PUNCT
ap-816	192	44	1997	1997	NUM
ap-816	192	45	)	)	PUNCT
ap-816	192	46	,	,	PUNCT
ap-816	192	47	no	no	INTJ
ap-816	192	48	.	.	NOUN
ap-816	192	49	4	4	NUM
ap-816	192	50	,	,	PUNCT
ap-816	192	51	p.	p.	NOUN
ap-816	192	52	731–792	731–792	NUM
ap-816	192	53	.	.	PUNCT
ap-816	193	1	[	[	X
ap-816	193	2	5	5	NUM
ap-816	193	3	]	]	SYM
ap-816	193	4	mclachlan	mclachlan	NOUN
ap-816	193	5	,	,	PUNCT
ap-816	193	6	g.	g.	PROPN
ap-816	193	7	j.	j.	PROPN
ap-816	193	8	:	:	PUNCT
ap-816	193	9	finite	finite	VERB
ap-816	193	10	mixture	mixture	NOUN
ap-816	193	11	models	model	NOUN
ap-816	193	12	.	.	PUNCT
ap-816	194	1	wiley	wiley	PROPN
ap-816	194	2	,	,	PUNCT
ap-816	194	3	new	new	PROPN
ap-816	194	4	york	york	PROPN
ap-816	194	5	,	,	PUNCT
ap-816	194	6	1999	1999	NUM
ap-816	194	7	.	.	PUNCT
ap-816	195	1	[	[	X
ap-816	195	2	6	6	NUM
ap-816	195	3	]	]	SYM
ap-816	195	4	kárný	kárný	PROPN
ap-816	195	5	,	,	PUNCT
ap-816	195	6	m.	m.	NOUN
ap-816	195	7	,	,	PUNCT
ap-816	195	8	nagy	nagy	NOUN
ap-816	195	9	,	,	PUNCT
ap-816	195	10	i.	i.	PROPN
ap-816	195	11	,	,	PUNCT
ap-816	195	12	novovičová	novovičová	ADV
ap-816	195	13	,	,	PUNCT
ap-816	195	14	j.	j.	PROPN
ap-816	195	15	:	:	PUNCT
ap-816	195	16	“	"	PUNCT
ap-816	195	17	mixed	mix	VERB
ap-816	195	18	-	-	PUNCT
ap-816	195	19	data	data	NOUN
ap-816	195	20	multi	multi	NOUN
ap-816	195	21	-	-	ADJ
ap-816	195	22	modelling	modelling	ADJ
ap-816	195	23	for	for	ADP
ap-816	195	24	fault	fault	NOUN
ap-816	195	25	detection	detection	NOUN
ap-816	195	26	and	and	CCONJ
ap-816	195	27	isolation	isolation	NOUN
ap-816	195	28	”	"	PUNCT
ap-816	195	29	,	,	PUNCT
ap-816	195	30	adaptive	adaptive	ADJ
ap-816	195	31	control	control	NOUN
ap-816	195	32	and	and	CCONJ
ap-816	195	33	signal	signal	PROPN
ap-816	195	34	processing	processing	NOUN
ap-816	195	35	,	,	PUNCT
ap-816	195	36	2002	2002	NUM
ap-816	195	37	,	,	PUNCT
ap-816	195	38	no	no	INTJ
ap-816	195	39	.	.	NOUN
ap-816	195	40	1	1	NUM
ap-816	195	41	,	,	PUNCT
ap-816	195	42	p.	p.	NOUN
ap-816	195	43	61–83	61–83	NUM
ap-816	195	44	.	.	PUNCT
ap-816	196	1	[	[	X
ap-816	196	2	7	7	NUM
ap-816	196	3	]	]	X
ap-816	196	4	kárný	kárný	PROPN
ap-816	196	5	,	,	PUNCT
ap-816	196	6	m.	m.	NOUN
ap-816	196	7	:	:	PUNCT
ap-816	196	8	“	"	PUNCT
ap-816	196	9	probabilistic	probabilistic	ADJ
ap-816	196	10	support	support	NOUN
ap-816	196	11	of	of	ADP
ap-816	196	12	operators	operator	NOUN
ap-816	196	13	”	"	PUNCT
ap-816	196	14	.	.	PUNCT
ap-816	197	1	ercim	ercim	PROPN
ap-816	197	2	news	news	PROPN
ap-816	197	3	,	,	PUNCT
ap-816	197	4	2000	2000	NUM
ap-816	197	5	,	,	PUNCT
ap-816	197	6	no	no	INTJ
ap-816	197	7	.	.	NOUN
ap-816	197	8	40	40	NUM
ap-816	197	9	,	,	PUNCT
ap-816	197	10	p.	p.	NOUN
ap-816	197	11	25–26	25–26	NUM
ap-816	197	12	.	.	PUNCT
ap-816	198	1	[	[	X
ap-816	198	2	8	8	NUM
ap-816	198	3	]	]	X
ap-816	198	4	ettler	ettler	NOUN
ap-816	198	5	,	,	PUNCT
ap-816	198	6	p.	p.	PROPN
ap-816	198	7	,	,	PUNCT
ap-816	198	8	kárný	kárný	PROPN
ap-816	198	9	,	,	PUNCT
ap-816	198	10	m.	m.	NOUN
ap-816	198	11	,	,	PUNCT
ap-816	198	12	nagy	nagy	NOUN
ap-816	198	13	,	,	PUNCT
ap-816	198	14	i.	i.	PROPN
ap-816	198	15	:	:	PUNCT
ap-816	198	16	“	"	PUNCT
ap-816	198	17	employing	employ	VERB
ap-816	198	18	information	information	NOUN
ap-816	198	19	hidden	hide	VERB
ap-816	198	20	in	in	ADP
ap-816	198	21	industrial	industrial	ADJ
ap-816	198	22	process	process	NOUN
ap-816	198	23	data	datum	NOUN
ap-816	198	24	”	"	PUNCT
ap-816	198	25	,	,	PUNCT
ap-816	198	26	in	in	ADP
ap-816	198	27	preprints	preprint	NOUN
ap-816	198	28	of	of	ADP
ap-816	198	29	symposium	symposium	NOUN
ap-816	198	30	on	on	ADP
ap-816	198	31	intelligent	intelligent	ADJ
ap-816	198	32	systems	system	NOUN
ap-816	198	33	for	for	ADP
ap-816	198	34	industry	industry	NOUN
ap-816	198	35	,	,	PUNCT
ap-816	198	36	paisley	paisley	NOUN
ap-816	198	37	,	,	PUNCT
ap-816	198	38	uk	uk	PROPN
ap-816	198	39	,	,	PUNCT
ap-816	198	40	academic	academic	ADJ
ap-816	198	41	press	press	NOUN
ap-816	198	42	,	,	PUNCT
ap-816	198	43	2001	2001	NUM
ap-816	198	44	,	,	PUNCT
ap-816	198	45	p.	p.	NOUN
ap-816	198	46	1814–1817	1814–1817	NUM
ap-816	198	47	.	.	PUNCT
ap-816	199	1	[	[	X
ap-816	199	2	9	9	NUM
ap-816	199	3	]	]	SYM
ap-816	199	4	kárný	kárný	PROPN
ap-816	199	5	,	,	PUNCT
ap-816	199	6	m.	m.	NOUN
ap-816	199	7	,	,	PUNCT
ap-816	199	8	nedoma	nedoma	INTJ
ap-816	199	9	,	,	PUNCT
ap-816	199	10	p.	p.	PROPN
ap-816	199	11	,	,	PUNCT
ap-816	199	12	nagy	nagy	PROPN
ap-816	199	13	,	,	PUNCT
ap-816	199	14	i.	i.	NOUN
ap-816	199	15	,	,	PUNCT
ap-816	199	16	valečková	valečková	NOUN
ap-816	199	17	,	,	PUNCT
ap-816	199	18	m.	m.	NOUN
ap-816	199	19	:	:	PUNCT
ap-816	199	20	“	"	PUNCT
ap-816	199	21	initial	initial	ADJ
ap-816	199	22	description	description	NOUN
ap-816	199	23	of	of	ADP
ap-816	199	24	multi	multi	ADJ
ap-816	199	25	-	-	ADJ
ap-816	199	26	modal	modal	ADJ
ap-816	199	27	dynamic	dynamic	ADJ
ap-816	199	28	models	model	NOUN
ap-816	199	29	”	"	PUNCT
ap-816	199	30	,	,	PUNCT
ap-816	199	31	in	in	ADP
ap-816	199	32	artificial	artificial	ADJ
ap-816	199	33	neural	neural	ADJ
ap-816	199	34	nets	net	NOUN
ap-816	199	35	and	and	CCONJ
ap-816	199	36	genetic	genetic	ADJ
ap-816	199	37	algorithms	algorithm	NOUN
ap-816	199	38	.	.	PUNCT
ap-816	200	1	proceedings	proceeding	NOUN
ap-816	200	2	,	,	PUNCT
ap-816	200	3	eds	eds	PROPN
ap-816	200	4	.	.	PUNCT
ap-816	200	5	:	:	PUNCT
ap-816	201	1	v.	v.	ADP
ap-816	201	2	kurková	kurková	PROPN
ap-816	201	3	,	,	PUNCT
ap-816	201	4	r.	r.	PROPN
ap-816	201	5	netruda	netruda	PROPN
ap-816	201	6	,	,	PUNCT
ap-816	201	7	m.	m.	NOUN
ap-816	201	8	kárný	kárný	PROPN
ap-816	201	9	,	,	PUNCT
ap-816	201	10	n.	n.	PROPN
ap-816	201	11	c.	c.	PROPN
ap-816	201	12	steele	steele	PROPN
ap-816	201	13	,	,	PUNCT
ap-816	201	14	vienna	vienna	PROPN
ap-816	201	15	,	,	PUNCT
ap-816	201	16	springer	springer	NOUN
ap-816	201	17	,	,	PUNCT
ap-816	201	18	april	april	PROPN
ap-816	201	19	2001	2001	NUM
ap-816	201	20	,	,	PUNCT
ap-816	201	21	p.	p.	NOUN
ap-816	201	22	398–401	398–401	NUM
ap-816	201	23	.	.	PUNCT
ap-816	202	1	[	[	X
ap-816	202	2	10	10	NUM
ap-816	202	3	]	]	PUNCT
ap-816	202	4	nagy	nagy	NOUN
ap-816	202	5	,	,	PUNCT
ap-816	202	6	i.	i.	PROPN
ap-816	202	7	,	,	PUNCT
ap-816	202	8	nedoma	nedoma	INTJ
ap-816	202	9	,	,	PUNCT
ap-816	202	10	p.	p.	PROPN
ap-816	202	11	,	,	PUNCT
ap-816	202	12	kárný	kárný	PROPN
ap-816	202	13	,	,	PUNCT
ap-816	202	14	m.	m.	NOUN
ap-816	202	15	:	:	PUNCT
ap-816	202	16	”	"	PUNCT
ap-816	202	17	factorized	factorize	VERB
ap-816	202	18	em	em	PRON
ap-816	202	19	algorithm	algorithm	NOUN
ap-816	202	20	for	for	ADP
ap-816	202	21	mixture	mixture	NOUN
ap-816	202	22	estimation	estimation	NOUN
ap-816	202	23	“	"	PUNCT
ap-816	202	24	,	,	PUNCT
ap-816	202	25	in	in	ADP
ap-816	202	26	artificial	artificial	ADJ
ap-816	202	27	neural	neural	ADJ
ap-816	202	28	nets	net	NOUN
ap-816	202	29	and	and	CCONJ
ap-816	202	30	genetic	genetic	ADJ
ap-816	202	31	algorithm	algorithm	NOUN
ap-816	202	32	.	.	PUNCT
ap-816	203	1	proceedings	proceeding	NOUN
ap-816	203	2	,	,	PUNCT
ap-816	203	3	eds	eds	PROPN
ap-816	203	4	.	.	PUNCT
ap-816	203	5	:	:	PUNCT
ap-816	204	1	v.	v.	ADP
ap-816	204	2	kurková	kurková	PROPN
ap-816	204	3	,	,	PUNCT
ap-816	204	4	r.	r.	PROPN
ap-816	204	5	netruda	netruda	PROPN
ap-816	204	6	,	,	PUNCT
ap-816	204	7	m.	m.	NOUN
ap-816	204	8	kárný	kárný	PROPN
ap-816	204	9	,	,	PUNCT
ap-816	204	10	n.	n.	PROPN
ap-816	204	11	c.	c.	PROPN
ap-816	204	12	steele	steele	PROPN
ap-816	204	13	,	,	PUNCT
ap-816	204	14	vienna	vienna	PROPN
ap-816	204	15	,	,	PUNCT
ap-816	204	16	springer	springer	NOUN
ap-816	204	17	,	,	PUNCT
ap-816	204	18	april	april	PROPN
ap-816	204	19	2001	2001	NUM
ap-816	204	20	,	,	PUNCT
ap-816	204	21	p.	p.	NOUN
ap-816	204	22	402–405	402–405	NUM
ap-816	204	23	.	.	PUNCT
ap-816	205	1	[	[	X
ap-816	205	2	11	11	NUM
ap-816	205	3	]	]	SYM
ap-816	205	4	kárný	kárný	PROPN
ap-816	205	5	,	,	PUNCT
ap-816	205	6	m.	m.	NOUN
ap-816	205	7	,	,	PUNCT
ap-816	205	8	kadlec	kadlec	PROPN
ap-816	205	9	,	,	PUNCT
ap-816	205	10	j.	j.	PROPN
ap-816	205	11	,	,	PUNCT
ap-816	205	12	sutanto	sutanto	PROPN
ap-816	205	13	,	,	PUNCT
ap-816	205	14	e.	e.	PROPN
ap-816	205	15	l.	l.	PROPN
ap-816	205	16	:	:	PUNCT
ap-816	205	17	“	"	PUNCT
ap-816	205	18	quasi	quasi	ADJ
ap-816	205	19	-	-	NOUN
ap-816	205	20	bayes	bayes	ADJ
ap-816	205	21	estimation	estimation	NOUN
ap-816	205	22	applied	apply	VERB
ap-816	205	23	to	to	ADP
ap-816	205	24	normal	normal	ADJ
ap-816	205	25	mixture	mixture	NOUN
ap-816	205	26	”	"	PUNCT
ap-816	205	27	,	,	PUNCT
ap-816	205	28	in	in	ADP
ap-816	205	29	preprints	preprint	NOUN
ap-816	205	30	of	of	ADP
ap-816	205	31	the	the	DET
ap-816	205	32	3rd	3rd	ADJ
ap-816	205	33	european	european	ADJ
ap-816	205	34	ieee	ieee	NOUN
ap-816	205	35	workshop	workshop	NOUN
ap-816	205	36	on	on	ADP
ap-816	205	37	computer	computer	NOUN
ap-816	205	38	-	-	PUNCT
ap-816	205	39	intensive	intensive	ADJ
ap-816	205	40	methods	method	NOUN
ap-816	205	41	in	in	ADP
ap-816	205	42	control	control	NOUN
ap-816	205	43	and	and	CCONJ
ap-816	205	44	data	datum	NOUN
ap-816	205	45	processing	processing	NOUN
ap-816	205	46	,	,	PUNCT
ap-816	205	47	eds	eds	PROPN
ap-816	205	48	.	.	PUNCT
ap-816	205	49	:	:	PUNCT
ap-816	206	1	j.	j.	PROPN
ap-816	206	2	rojíček	rojíček	PROPN
ap-816	206	3	,	,	PUNCT
ap-816	206	4	m.	m.	NOUN
ap-816	206	5	valečková	valečková	NOUN
ap-816	206	6	,	,	PUNCT
ap-816	206	7	m.	m.	PROPN
ap-816	206	8	kárný	kárný	PROPN
ap-816	206	9	,	,	PUNCT
ap-816	206	10	k.	k.	PROPN
ap-816	206	11	warwick	warwick	PROPN
ap-816	206	12	,	,	PUNCT
ap-816	206	13	prague	prague	PROPN
ap-816	206	14	,	,	PUNCT
ap-816	206	15	september	september	PROPN
ap-816	206	16	1998	1998	NUM
ap-816	206	17	,	,	PUNCT
ap-816	206	18	útia	útia	VERB
ap-816	206	19	av	av	PROPN
ap-816	206	20	čr	čr	PROPN
ap-816	206	21	,	,	PUNCT
ap-816	206	22	p.	p.	NOUN
ap-816	206	23	77–82	77–82	NUM
ap-816	206	24	.	.	PUNCT
ap-816	207	1	[	[	X
ap-816	207	2	12	12	NUM
ap-816	207	3	]	]	PUNCT
ap-816	207	4	nagy	nagy	NOUN
ap-816	207	5	,	,	PUNCT
ap-816	207	6	i.	i.	PROPN
ap-816	207	7	,	,	PUNCT
ap-816	207	8	kárný	kárný	PROPN
ap-816	207	9	,	,	PUNCT
ap-816	207	10	m.	m.	NOUN
ap-816	207	11	,	,	PUNCT
ap-816	207	12	nedoma	nedoma	INTJ
ap-816	207	13	,	,	PUNCT
ap-816	207	14	p.	p.	NOUN
ap-816	207	15	,	,	PUNCT
ap-816	207	16	voráčová	voráčová	X
ap-816	207	17	,	,	PUNCT
ap-816	207	18	š	š	PROPN
ap-816	207	19	.	.	PUNCT
ap-816	207	20	:	:	PUNCT
ap-816	207	21	“	"	PUNCT
ap-816	207	22	bayesian	bayesian	NOUN
ap-816	207	23	estimation	estimation	NOUN
ap-816	207	24	of	of	ADP
ap-816	207	25	traffic	traffic	NOUN
ap-816	207	26	lane	lane	PROPN
ap-816	207	27	state	state	PROPN
ap-816	207	28	”	"	PUNCT
ap-816	207	29	,	,	PUNCT
ap-816	207	30	international	international	ADJ
ap-816	207	31	journal	journal	NOUN
ap-816	207	32	of	of	ADP
ap-816	207	33	adaptive	adaptive	ADJ
ap-816	207	34	control	control	NOUN
ap-816	207	35	and	and	CCONJ
ap-816	207	36	signal	signal	NOUN
ap-816	207	37	processing	processing	NOUN
ap-816	207	38	,	,	PUNCT
ap-816	207	39	vol	vol	NOUN
ap-816	207	40	.	.	PROPN
ap-816	207	41	17	17	NUM
ap-816	207	42	(	(	PUNCT
ap-816	207	43	2003	2003	NUM
ap-816	207	44	)	)	PUNCT
ap-816	207	45	,	,	PUNCT
ap-816	207	46	no	no	INTJ
ap-816	207	47	.	.	NOUN
ap-816	207	48	1	1	NUM
ap-816	207	49	,	,	PUNCT
ap-816	207	50	p.	p.	NOUN
ap-816	207	51	51–65	51–65	NUM
ap-816	207	52	.	.	PUNCT
ap-816	208	1	[	[	X
ap-816	208	2	13	13	NUM
ap-816	208	3	]	]	SYM
ap-816	208	4	kárný	kárný	PROPN
ap-816	208	5	,	,	PUNCT
ap-816	208	6	m.	m.	NOUN
ap-816	208	7	,	,	PUNCT
ap-816	208	8	khailova	khailova	PROPN
ap-816	208	9	,	,	PUNCT
ap-816	208	10	n.	n.	NOUN
ap-816	208	11	,	,	PUNCT
ap-816	208	12	böhm	böhm	NOUN
ap-816	208	13	,	,	PUNCT
ap-816	208	14	j.	j.	PROPN
ap-816	208	15	,	,	PUNCT
ap-816	208	16	nedoma	nedoma	INTJ
ap-816	208	17	,	,	PUNCT
ap-816	208	18	p.	p.	NOUN
ap-816	208	19	:	:	PUNCT
ap-816	208	20	“	"	PUNCT
ap-816	208	21	quantification	quantification	NOUN
ap-816	208	22	of	of	ADP
ap-816	208	23	prior	prior	ADJ
ap-816	208	24	information	information	NOUN
ap-816	208	25	revised	revise	VERB
ap-816	208	26	”	"	PUNCT
ap-816	208	27	,	,	PUNCT
ap-816	208	28	international	international	ADJ
ap-816	208	29	journal	journal	NOUN
ap-816	208	30	of	of	ADP
ap-816	208	31	adaptive	adaptive	ADJ
ap-816	208	32	control	control	NOUN
ap-816	208	33	and	and	CCONJ
ap-816	208	34	signal	signal	NOUN
ap-816	208	35	processing	processing	NOUN
ap-816	208	36	,	,	PUNCT
ap-816	208	37	vol	vol	NOUN
ap-816	208	38	.	.	PROPN
ap-816	208	39	15	15	NUM
ap-816	208	40	(	(	PUNCT
ap-816	208	41	2001	2001	NUM
ap-816	208	42	)	)	PUNCT
ap-816	208	43	,	,	PUNCT
ap-816	208	44	no	no	INTJ
ap-816	208	45	.	.	NOUN
ap-816	208	46	1	1	NUM
ap-816	208	47	,	,	PUNCT
ap-816	208	48	p.	p.	NOUN
ap-816	208	49	65–84	65–84	NOUN
ap-816	208	50	.	.	PUNCT
ap-816	209	1	[	[	X
ap-816	209	2	14	14	NUM
ap-816	209	3	]	]	X
ap-816	209	4	kulhavý	kulhavý	PROPN
ap-816	209	5	,	,	PUNCT
ap-816	209	6	r.	r.	PROPN
ap-816	209	7	,	,	PUNCT
ap-816	209	8	zarrop	zarrop	PROPN
ap-816	209	9	,	,	PUNCT
ap-816	209	10	m.	m.	PROPN
ap-816	209	11	b.	b.	PROPN
ap-816	209	12	:	:	PUNCT
ap-816	209	13	“	"	PUNCT
ap-816	209	14	on	on	ADP
ap-816	209	15	general	general	ADJ
ap-816	209	16	concept	concept	NOUN
ap-816	209	17	of	of	ADP
ap-816	209	18	forgetting	forget	VERB
ap-816	209	19	”	"	PUNCT
ap-816	209	20	,	,	PUNCT
ap-816	209	21	international	international	ADJ
ap-816	209	22	journal	journal	NOUN
ap-816	209	23	of	of	ADP
ap-816	209	24	control	control	NOUN
ap-816	209	25	,	,	PUNCT
ap-816	209	26	vol	vol	NOUN
ap-816	209	27	.	.	PUNCT
ap-816	210	1	58	58	NUM
ap-816	210	2	(	(	PUNCT
ap-816	210	3	1993	1993	NUM
ap-816	210	4	)	)	PUNCT
ap-816	210	5	,	,	PUNCT
ap-816	211	1	no	no	INTJ
ap-816	211	2	.	.	NOUN
ap-816	211	3	4	4	NUM
ap-816	211	4	,	,	PUNCT
ap-816	211	5	p.	p.	NOUN
ap-816	211	6	905–924	905–924	NUM
ap-816	211	7	.	.	PUNCT
ap-816	212	1	[	[	X
ap-816	212	2	15	15	NUM
ap-816	212	3	]	]	PUNCT
ap-816	212	4	nagy	nagy	NOUN
ap-816	212	5	,	,	PUNCT
ap-816	212	6	i.	i.	NOUN
ap-816	212	7	:	:	PUNCT
ap-816	212	8	“	"	PUNCT
ap-816	212	9	estimation	estimation	NOUN
ap-816	212	10	of	of	ADP
ap-816	212	11	real	real	ADJ
ap-816	212	12	data	datum	NOUN
ap-816	212	13	with	with	ADP
ap-816	212	14	dynamic	dynamic	ADJ
ap-816	212	15	mixtures	mixture	NOUN
ap-816	212	16	”	"	PUNCT
ap-816	212	17	,	,	PUNCT
ap-816	212	18	tech	tech	NOUN
ap-816	212	19	.	.	PUNCT
ap-816	213	1	rep	rep	PROPN
ap-816	213	2	.	.	PROPN
ap-816	213	3	,	,	PUNCT
ap-816	213	4	research	research	NOUN
ap-816	213	5	report	report	NOUN
ap-816	213	6	no	no	INTJ
ap-816	213	7	.	.	NOUN
ap-816	213	8	2066	2066	NUM
ap-816	213	9	,	,	PUNCT
ap-816	213	10	útia	útia	VERB
ap-816	213	11	av	av	PROPN
ap-816	213	12	čr	čr	PROPN
ap-816	213	13	,	,	PUNCT
ap-816	213	14	prague	prague	NOUN
ap-816	213	15	,	,	PUNCT
ap-816	213	16	2002	2002	NUM
ap-816	213	17	.	.	PUNCT
ap-816	214	1	[	[	X
ap-816	214	2	16	16	NUM
ap-816	214	3	]	]	SYM
ap-816	214	4	tesař	tesař	NOUN
ap-816	214	5	,	,	PUNCT
ap-816	214	6	l.	l.	PROPN
ap-816	214	7	,	,	PUNCT
ap-816	214	8	quinn	quinn	PROPN
ap-816	214	9	,	,	PUNCT
ap-816	214	10	a.	a.	NOUN
ap-816	214	11	:	:	PUNCT
ap-816	214	12	“	"	PUNCT
ap-816	214	13	detection	detection	NOUN
ap-816	214	14	and	and	CCONJ
ap-816	214	15	removal	removal	NOUN
ap-816	214	16	of	of	ADP
ap-816	214	17	outliers	outlier	NOUN
ap-816	214	18	from	from	ADP
ap-816	214	19	multidimensional	multidimensional	ADJ
ap-816	214	20	ar	ar	NOUN
ap-816	214	21	processes	process	NOUN
ap-816	214	22	”	"	PUNCT
ap-816	214	23	,	,	PUNCT
ap-816	214	24	in	in	ADP
ap-816	214	25	proceedings	proceeding	NOUN
ap-816	214	26	of	of	ADP
ap-816	214	27	irish	irish	ADJ
ap-816	214	28	signal	signal	PROPN
ap-816	214	29	and	and	CCONJ
ap-816	214	30	systems	system	NOUN
ap-816	214	31	conference	conference	NOUN
ap-816	214	32	,	,	PUNCT
ap-816	214	33	maynooth	maynooth	PROPN
ap-816	214	34	,	,	PUNCT
ap-816	214	35	ireland	ireland	PROPN
ap-816	214	36	,	,	PUNCT
ap-816	214	37	august	august	PROPN
ap-816	214	38	2001	2001	NUM
ap-816	214	39	.	.	PUNCT
ap-816	215	1	34	34	NUM
ap-816	216	1	©	©	PROPN
ap-816	216	2	czech	czech	PROPN
ap-816	216	3	technical	technical	PROPN
ap-816	216	4	university	university	PROPN
ap-816	216	5	publishing	publishing	NOUN
ap-816	216	6	house	house	NOUN
ap-816	216	7	http://ctn.cvut.cz/ap/	http://ctn.cvut.cz/ap/	PROPN
ap-816	216	8	acta	acta	PROPN
ap-816	216	9	polytechnica	polytechnica	PROPN
ap-816	216	10	vol	vol	NOUN
ap-816	216	11	.	.	PUNCT
ap-816	217	1	46	46	NUM
ap-816	217	2	no	no	INTJ
ap-816	217	3	.	.	PUNCT
ap-816	218	1	2/2006	2/2006	NUM
ap-816	218	2	czech	czech	PROPN
ap-816	218	3	technical	technical	PROPN
ap-816	218	4	university	university	PROPN
ap-816	218	5	in	in	ADP
ap-816	218	6	prague	prague	PROPN
ap-816	218	7	filter	filter	NOUN
ap-816	218	8	pe	pe	PROPN
ap-816	218	9	coefficient	coefficient	NOUN
ap-816	218	10	mixture	mixture	NOUN
ap-816	218	11	filter	filter	NOUN
ap-816	218	12	0.49	0.49	NUM
ap-816	218	13	standard	standard	ADJ
ap-816	218	14	filter	filter	NOUN
ap-816	219	1	no	no	NOUN
ap-816	219	2	.	.	NOUN
ap-816	219	3	1	1	NUM
ap-816	219	4	1.52	1.52	NUM
ap-816	219	5	standard	standard	ADJ
ap-816	219	6	filter	filter	NOUN
ap-816	219	7	no	no	NOUN
ap-816	219	8	.	.	NOUN
ap-816	219	9	2	2	NUM
ap-816	219	10	1.36	1.36	NUM
ap-816	219	11	table	table	NOUN
ap-816	219	12	3	3	NUM
ap-816	219	13	:	:	PUNCT
ap-816	219	14	pe	pe	VERB
ap-816	219	15	coefficients	coefficient	VERB
ap-816	219	16	for	for	ADP
ap-816	219	17	first	first	ADJ
ap-816	219	18	big	big	ADJ
ap-816	219	19	and	and	CCONJ
ap-816	219	20	subsequent	subsequent	ADJ
ap-816	219	21	small	small	ADJ
ap-816	219	22	outliers	outlier	NOUN
ap-816	219	23	[	[	X
ap-816	219	24	17	17	NUM
ap-816	219	25	]	]	X
ap-816	219	26	ko	ko	PROPN
ap-816	219	27	,	,	PUNCT
ap-816	219	28	sung	sung	PROPN
ap-816	219	29	-	-	PUNCT
ap-816	219	30	jea	jea	PROPN
ap-816	219	31	,	,	PUNCT
ap-816	219	32	lee	lee	PROPN
ap-816	219	33	,	,	PUNCT
ap-816	219	34	y.	y.	PROPN
ap-816	219	35	h.	h.	PROPN
ap-816	219	36	:	:	PUNCT
ap-816	219	37	“	"	PUNCT
ap-816	219	38	center	center	NOUN
ap-816	219	39	weighted	weight	VERB
ap-816	219	40	median	median	ADJ
ap-816	219	41	filters	filter	NOUN
ap-816	219	42	and	and	CCONJ
ap-816	219	43	their	their	PRON
ap-816	219	44	applications	application	NOUN
ap-816	219	45	to	to	ADP
ap-816	219	46	image	image	NOUN
ap-816	219	47	enhancement	enhancement	NOUN
ap-816	219	48	”	"	PUNCT
ap-816	219	49	,	,	PUNCT
ap-816	219	50	ieee	ieee	NOUN
ap-816	219	51	transactions	transaction	NOUN
ap-816	219	52	on	on	ADP
ap-816	219	53	circuits	circuit	NOUN
ap-816	219	54	and	and	CCONJ
ap-816	219	55	systems	system	NOUN
ap-816	219	56	,	,	PUNCT
ap-816	219	57	vol	vol	NOUN
ap-816	219	58	.	.	PROPN
ap-816	220	1	38	38	NUM
ap-816	220	2	,	,	PUNCT
ap-816	220	3	no	no	INTJ
ap-816	220	4	.	.	NOUN
ap-816	220	5	9	9	NUM
ap-816	220	6	,	,	PUNCT
ap-816	220	7	september	september	PROPN
ap-816	220	8	1991	1991	NUM
ap-816	220	9	,	,	PUNCT
ap-816	221	1	p.	p.	NOUN
ap-816	221	2	984–993	984–993	NUM
ap-816	221	3	.	.	PUNCT
ap-816	222	1	[	[	X
ap-816	222	2	18	18	NUM
ap-816	222	3	]	]	SYM
ap-816	222	4	tesař	tesař	NOUN
ap-816	222	5	,	,	PUNCT
ap-816	222	6	l.	l.	PROPN
ap-816	222	7	,	,	PUNCT
ap-816	222	8	quinn	quinn	PROPN
ap-816	222	9	,	,	PUNCT
ap-816	222	10	a.	a.	NOUN
ap-816	222	11	:	:	PUNCT
ap-816	222	12	“	"	PUNCT
ap-816	222	13	method	method	NOUN
ap-816	222	14	for	for	ADP
ap-816	222	15	artefact	artefact	ADJ
ap-816	222	16	detection	detection	NOUN
ap-816	222	17	and	and	CCONJ
ap-816	222	18	suppressing	suppress	VERB
ap-816	222	19	using	use	VERB
ap-816	222	20	alpha	alpha	NOUN
ap-816	222	21	-	-	PUNCT
ap-816	222	22	stable	stable	ADJ
ap-816	222	23	distributions	distribution	NOUN
ap-816	222	24	”	"	PUNCT
ap-816	222	25	,	,	PUNCT
ap-816	222	26	in	in	ADP
ap-816	222	27	proceedings	proceeding	NOUN
ap-816	222	28	of	of	ADP
ap-816	222	29	icannga	icannga	ADJ
ap-816	222	30	conference	conference	NOUN
ap-816	222	31	,	,	PUNCT
ap-816	222	32	prague	prague	PROPN
ap-816	222	33	,	,	PUNCT
ap-816	222	34	czech	czech	PROPN
ap-816	222	35	republic	republic	NOUN
ap-816	222	36	,	,	PUNCT
ap-816	222	37	march	march	PROPN
ap-816	222	38	2001	2001	NUM
ap-816	222	39	.	.	PUNCT
ap-816	223	1	[	[	X
ap-816	223	2	19	19	NUM
ap-816	223	3	]	]	X
ap-816	223	4	cipra	cipra	NOUN
ap-816	223	5	,	,	PUNCT
ap-816	223	6	t.	t.	PROPN
ap-816	223	7	:	:	PUNCT
ap-816	223	8	“	"	PUNCT
ap-816	223	9	dynamic	dynamic	ADJ
ap-816	223	10	credibility	credibility	NOUN
ap-816	223	11	with	with	ADP
ap-816	223	12	outliers	outlier	NOUN
ap-816	223	13	”	"	PUNCT
ap-816	223	14	,	,	PUNCT
ap-816	223	15	applications	application	NOUN
ap-816	223	16	of	of	ADP
ap-816	223	17	mathematics	mathematic	NOUN
ap-816	223	18	,	,	PUNCT
ap-816	223	19	vol	vol	NOUN
ap-816	223	20	.	.	PROPN
ap-816	223	21	41	41	NUM
ap-816	223	22	(	(	PUNCT
ap-816	223	23	1996	1996	NUM
ap-816	223	24	)	)	PUNCT
ap-816	223	25	,	,	PUNCT
ap-816	223	26	no	no	INTJ
ap-816	223	27	.	.	NOUN
ap-816	223	28	2	2	NUM
ap-816	223	29	,	,	PUNCT
ap-816	223	30	p.	p.	NOUN
ap-816	223	31	149–159	149–159	NUM
ap-816	223	32	.	.	PUNCT
ap-816	224	1	ing	ing	ADJ
ap-816	224	2	.	.	PUNCT
ap-816	224	3	pavla	pavla	NOUN
ap-816	224	4	pecherková	pecherková	PROPN
ap-816	224	5	e	e	NOUN
ap-816	224	6	-	-	NOUN
ap-816	224	7	mail	mail	NOUN
ap-816	224	8	:	:	PUNCT
ap-816	225	1	nemcova@utia.cas.cz	nemcova@utia.cas.cz	PROPN
ap-816	225	2	doc	doc	PROPN
ap-816	225	3	.	.	PROPN
ap-816	226	1	ing	ing	PROPN
ap-816	226	2	.	.	PUNCT
ap-816	227	1	ivan	ivan	PROPN
ap-816	227	2	nagy	nagy	PROPN
ap-816	227	3	,	,	PUNCT
ap-816	227	4	csc	csc	PROPN
ap-816	227	5	.	.	PROPN
ap-816	227	6	phone	phone	NOUN
ap-816	227	7	:	:	PUNCT
ap-816	227	8	+420	+420	PROPN
ap-816	227	9	224	224	NUM
ap-816	227	10	890	890	NUM
ap-816	227	11	732	732	NUM
ap-816	227	12	e	e	NOUN
ap-816	227	13	-	-	NOUN
ap-816	227	14	mail	mail	NOUN
ap-816	227	15	:	:	PUNCT
ap-816	227	16	nagy@fd.cvut.cz	nagy@fd.cvut.cz	PROPN
ap-816	227	17	department	department	PROPN
ap-816	227	18	of	of	ADP
ap-816	227	19	applied	apply	VERB
ap-816	227	20	mathematics	mathematic	NOUN
ap-816	227	21	czech	czech	PROPN
ap-816	227	22	technical	technical	PROPN
ap-816	227	23	university	university	PROPN
ap-816	227	24	in	in	ADP
ap-816	227	25	prague	prague	PROPN
ap-816	227	26	faculty	faculty	NOUN
ap-816	227	27	of	of	ADP
ap-816	227	28	transportation	transportation	NOUN
ap-816	227	29	sciences	sciences	PROPN
ap-816	227	30	ctu	ctu	NOUN
ap-816	227	31	na	na	PART
ap-816	227	32	florenci	florenci	VERB
ap-816	227	33	25	25	NUM
ap-816	227	34	110	110	NUM
ap-816	227	35	00	00	NUM
ap-816	228	1	prague	prague	PROPN
ap-816	228	2	1	1	NUM
ap-816	228	3	institute	institute	PROPN
ap-816	228	4	of	of	ADP
ap-816	228	5	information	information	NOUN
ap-816	228	6	theory	theory	NOUN
ap-816	228	7	and	and	CCONJ
ap-816	228	8	automation	automation	NOUN
ap-816	228	9	av	av	PROPN
ap-816	228	10	čr	čr	PROPN
ap-816	228	11	p.o.box	p.o.box	PROPN
ap-816	228	12	18	18	NUM
ap-816	228	13	182	182	NUM
ap-816	228	14	08	08	NUM
ap-816	228	15	prague	prague	NOUN
ap-816	228	16	8	8	NUM
ap-816	228	17	,	,	PUNCT
ap-816	228	18	czech	czech	PROPN
ap-816	228	19	republic	republic	NOUN
ap-816	228	20	©	©	PROPN
ap-816	228	21	czech	czech	PROPN
ap-816	228	22	technical	technical	PROPN
ap-816	228	23	university	university	PROPN
ap-816	228	24	publishing	publishing	NOUN
ap-816	228	25	house	house	NOUN
ap-816	228	26	http://ctn.cvut.cz/ap/	http://ctn.cvut.cz/ap/	PROPN
ap-816	228	27	35	35	NUM
ap-816	228	28	czech	czech	PROPN
ap-816	228	29	technical	technical	PROPN
ap-816	228	30	university	university	PROPN
ap-816	228	31	in	in	ADP
ap-816	228	32	prague	prague	PROPN
ap-816	228	33	acta	acta	PROPN
ap-816	228	34	polytechnica	polytechnica	PROPN
ap-816	228	35	vol	vol	NOUN
ap-816	228	36	.	.	PUNCT
ap-816	229	1	46	46	NUM
ap-816	229	2	no	no	INTJ
ap-816	229	3	.	.	PUNCT
ap-816	230	1	2/2006	2/2006	NUM