id	sid	tid	token	lemma	pos
ajis02-1551	1	1	paper	paper	NOUN
ajis02-1551	1	2	title	title	NOUN
ajis02-1551	1	3	(	(	PUNCT
ajis02-1551	1	4	paper	paper	NOUN
ajis02-1551	1	5	title	title	NOUN
ajis02-1551	1	6	style	style	NOUN
ajis02-1551	1	7	)	)	PUNCT
ajis02-1551	1	8	australasian	australasian	ADJ
ajis02-1551	1	9	journal	journal	NOUN
ajis02-1551	1	10	of	of	ADP
ajis02-1551	1	11	information	information	NOUN
ajis02-1551	1	12	systems	systems	PROPN
ajis02-1551	1	13	sun	sun	PROPN
ajis02-1551	1	14	&	&	CCONJ
ajis02-1551	1	15	stirling	stirling	PROPN
ajis02-1551	1	16	2017	2017	NUM
ajis02-1551	1	17	,	,	PUNCT
ajis02-1551	1	18	vol	vol	NOUN
ajis02-1551	1	19	21	21	NUM
ajis02-1551	1	20	,	,	PUNCT
ajis02-1551	1	21	selected	select	VERB
ajis02-1551	1	22	papers	paper	NOUN
ajis02-1551	1	23	from	from	ADP
ajis02-1551	1	24	ausdm	ausdm	PROPN
ajis02-1551	1	25	event	event	NOUN
ajis02-1551	1	26	group	group	NOUN
ajis02-1551	1	27	based	base	VERB
ajis02-1551	1	28	classification	classification	NOUN
ajis02-1551	1	29	framework	framework	NOUN
ajis02-1551	1	30	1	1	NUM
ajis02-1551	1	31	an	an	DET
ajis02-1551	1	32	event	event	NOUN
ajis02-1551	1	33	group	group	NOUN
ajis02-1551	1	34	based	base	VERB
ajis02-1551	1	35	classification	classification	NOUN
ajis02-1551	1	36	framework	framework	NOUN
ajis02-1551	1	37	for	for	ADP
ajis02-1551	1	38	multivariate	multivariate	NOUN
ajis02-1551	1	39	sequential	sequential	ADJ
ajis02-1551	1	40	data	datum	NOUN
ajis02-1551	1	41	chao	chao	PROPN
ajis02-1551	1	42	sun	sun	PROPN
ajis02-1551	1	43	the	the	DET
ajis02-1551	1	44	university	university	PROPN
ajis02-1551	1	45	of	of	ADP
ajis02-1551	1	46	sydney	sydney	PROPN
ajis02-1551	1	47	chao.sun@sydney.edu.au	chao.sun@sydney.edu.au	PROPN
ajis02-1551	1	48	david	david	PROPN
ajis02-1551	1	49	stirling	stirling	PROPN
ajis02-1551	1	50	university	university	PROPN
ajis02-1551	1	51	of	of	ADP
ajis02-1551	1	52	wollongong	wollongong	PROPN
ajis02-1551	1	53	abstract	abstract	ADJ
ajis02-1551	1	54	decision	decision	NOUN
ajis02-1551	1	55	tree	tree	NOUN
ajis02-1551	1	56	algorithms	algorithm	NOUN
ajis02-1551	1	57	were	be	AUX
ajis02-1551	1	58	not	not	PART
ajis02-1551	1	59	traditionally	traditionally	ADV
ajis02-1551	1	60	considered	consider	VERB
ajis02-1551	1	61	for	for	ADP
ajis02-1551	1	62	sequential	sequential	ADJ
ajis02-1551	1	63	data	datum	NOUN
ajis02-1551	1	64	classification	classification	NOUN
ajis02-1551	1	65	,	,	PUNCT
ajis02-1551	1	66	mostly	mostly	ADV
ajis02-1551	1	67	because	because	SCONJ
ajis02-1551	1	68	feature	feature	NOUN
ajis02-1551	1	69	generation	generation	NOUN
ajis02-1551	1	70	needs	need	VERB
ajis02-1551	1	71	to	to	PART
ajis02-1551	1	72	be	be	AUX
ajis02-1551	1	73	integrated	integrate	VERB
ajis02-1551	1	74	with	with	ADP
ajis02-1551	1	75	the	the	DET
ajis02-1551	1	76	modelling	modelling	ADJ
ajis02-1551	1	77	procedure	procedure	NOUN
ajis02-1551	1	78	in	in	ADP
ajis02-1551	1	79	order	order	NOUN
ajis02-1551	1	80	to	to	PART
ajis02-1551	1	81	avoid	avoid	VERB
ajis02-1551	1	82	a	a	DET
ajis02-1551	1	83	localisation	localisation	NOUN
ajis02-1551	1	84	problem	problem	NOUN
ajis02-1551	1	85	.	.	PUNCT
ajis02-1551	2	1	this	this	DET
ajis02-1551	2	2	paper	paper	NOUN
ajis02-1551	2	3	presents	present	VERB
ajis02-1551	2	4	an	an	DET
ajis02-1551	2	5	event	event	NOUN
ajis02-1551	2	6	group	group	NOUN
ajis02-1551	2	7	based	base	VERB
ajis02-1551	2	8	classification	classification	NOUN
ajis02-1551	2	9	(	(	PUNCT
ajis02-1551	2	10	egbc	egbc	NOUN
ajis02-1551	2	11	)	)	PUNCT
ajis02-1551	2	12	framework	framework	NOUN
ajis02-1551	2	13	that	that	PRON
ajis02-1551	2	14	utilises	utilise	VERB
ajis02-1551	2	15	an	an	DET
ajis02-1551	2	16	x	x	NOUN
ajis02-1551	2	17	-	-	NOUN
ajis02-1551	2	18	of	of	ADP
ajis02-1551	2	19	-	-	PUNCT
ajis02-1551	2	20	n	n	NOUN
ajis02-1551	2	21	(	(	PUNCT
ajis02-1551	2	22	xon	xon	PROPN
ajis02-1551	2	23	)	)	PUNCT
ajis02-1551	2	24	decision	decision	NOUN
ajis02-1551	2	25	tree	tree	NOUN
ajis02-1551	2	26	algorithm	algorithm	NOUN
ajis02-1551	2	27	to	to	PART
ajis02-1551	2	28	avoid	avoid	VERB
ajis02-1551	2	29	the	the	DET
ajis02-1551	2	30	feature	feature	NOUN
ajis02-1551	2	31	generation	generation	NOUN
ajis02-1551	2	32	issue	issue	NOUN
ajis02-1551	2	33	during	during	ADP
ajis02-1551	2	34	the	the	DET
ajis02-1551	2	35	classification	classification	NOUN
ajis02-1551	2	36	on	on	ADP
ajis02-1551	2	37	sequential	sequential	ADJ
ajis02-1551	2	38	data	datum	NOUN
ajis02-1551	2	39	.	.	PUNCT
ajis02-1551	3	1	in	in	ADP
ajis02-1551	3	2	this	this	DET
ajis02-1551	3	3	method	method	NOUN
ajis02-1551	3	4	,	,	PUNCT
ajis02-1551	3	5	features	feature	NOUN
ajis02-1551	3	6	are	be	AUX
ajis02-1551	3	7	generated	generate	VERB
ajis02-1551	3	8	independently	independently	ADV
ajis02-1551	3	9	based	base	VERB
ajis02-1551	3	10	on	on	ADP
ajis02-1551	3	11	the	the	DET
ajis02-1551	3	12	characteristics	characteristic	NOUN
ajis02-1551	3	13	of	of	ADP
ajis02-1551	3	14	the	the	DET
ajis02-1551	3	15	sequential	sequential	ADJ
ajis02-1551	3	16	data	datum	NOUN
ajis02-1551	3	17	.	.	PUNCT
ajis02-1551	4	1	subsequently	subsequently	ADV
ajis02-1551	4	2	an	an	DET
ajis02-1551	4	3	xon	xon	PROPN
ajis02-1551	4	4	decision	decision	NOUN
ajis02-1551	4	5	tree	tree	NOUN
ajis02-1551	4	6	is	be	AUX
ajis02-1551	4	7	utilised	utilise	VERB
ajis02-1551	4	8	to	to	PART
ajis02-1551	4	9	select	select	VERB
ajis02-1551	4	10	and	and	CCONJ
ajis02-1551	4	11	aggregate	aggregate	VERB
ajis02-1551	4	12	useful	useful	ADJ
ajis02-1551	4	13	features	feature	NOUN
ajis02-1551	4	14	from	from	ADP
ajis02-1551	4	15	various	various	ADJ
ajis02-1551	4	16	temporal	temporal	ADJ
ajis02-1551	4	17	and	and	CCONJ
ajis02-1551	4	18	other	other	ADJ
ajis02-1551	4	19	dimensions	dimension	NOUN
ajis02-1551	4	20	(	(	PUNCT
ajis02-1551	4	21	as	as	ADP
ajis02-1551	4	22	event	event	NOUN
ajis02-1551	4	23	groups	group	NOUN
ajis02-1551	4	24	)	)	PUNCT
ajis02-1551	4	25	for	for	ADP
ajis02-1551	4	26	optimised	optimise	VERB
ajis02-1551	4	27	classification	classification	NOUN
ajis02-1551	4	28	.	.	PUNCT
ajis02-1551	5	1	this	this	PRON
ajis02-1551	5	2	leads	lead	VERB
ajis02-1551	5	3	the	the	DET
ajis02-1551	5	4	egbc	egbc	NOUN
ajis02-1551	5	5	framework	framework	NOUN
ajis02-1551	5	6	to	to	PART
ajis02-1551	5	7	be	be	AUX
ajis02-1551	5	8	adaptive	adaptive	ADJ
ajis02-1551	5	9	to	to	ADP
ajis02-1551	5	10	sequential	sequential	ADJ
ajis02-1551	5	11	data	datum	NOUN
ajis02-1551	5	12	of	of	ADP
ajis02-1551	5	13	differing	differ	VERB
ajis02-1551	5	14	dimensions	dimension	NOUN
ajis02-1551	5	15	,	,	PUNCT
ajis02-1551	5	16	robust	robust	ADJ
ajis02-1551	5	17	to	to	ADP
ajis02-1551	5	18	missing	miss	VERB
ajis02-1551	5	19	data	datum	NOUN
ajis02-1551	5	20	and	and	CCONJ
ajis02-1551	5	21	accommodating	accommodate	VERB
ajis02-1551	5	22	to	to	ADP
ajis02-1551	5	23	either	either	CCONJ
ajis02-1551	5	24	numeric	numeric	ADJ
ajis02-1551	5	25	or	or	CCONJ
ajis02-1551	5	26	nominal	nominal	ADJ
ajis02-1551	5	27	data	datum	NOUN
ajis02-1551	5	28	types	type	NOUN
ajis02-1551	5	29	.	.	PUNCT
ajis02-1551	6	1	the	the	DET
ajis02-1551	6	2	comparatively	comparatively	ADV
ajis02-1551	6	3	improved	improve	VERB
ajis02-1551	6	4	outcomes	outcome	NOUN
ajis02-1551	6	5	from	from	ADP
ajis02-1551	6	6	applying	apply	VERB
ajis02-1551	6	7	this	this	DET
ajis02-1551	6	8	method	method	NOUN
ajis02-1551	6	9	are	be	AUX
ajis02-1551	6	10	demonstrated	demonstrate	VERB
ajis02-1551	6	11	on	on	ADP
ajis02-1551	6	12	two	two	NUM
ajis02-1551	6	13	distinct	distinct	ADJ
ajis02-1551	6	14	areas	area	NOUN
ajis02-1551	6	15	–	–	PUNCT
ajis02-1551	6	16	a	a	DET
ajis02-1551	6	17	text	text	NOUN
ajis02-1551	6	18	based	base	VERB
ajis02-1551	6	19	language	language	NOUN
ajis02-1551	6	20	identification	identification	NOUN
ajis02-1551	6	21	task	task	NOUN
ajis02-1551	6	22	,	,	PUNCT
ajis02-1551	6	23	as	as	ADV
ajis02-1551	6	24	well	well	ADV
ajis02-1551	6	25	as	as	ADP
ajis02-1551	6	26	a	a	DET
ajis02-1551	6	27	honeybee	honeybee	NOUN
ajis02-1551	6	28	dance	dance	NOUN
ajis02-1551	6	29	behaviour	behaviour	NOUN
ajis02-1551	6	30	classification	classification	NOUN
ajis02-1551	6	31	problem	problem	NOUN
ajis02-1551	6	32	.	.	PUNCT
ajis02-1551	7	1	a	a	DET
ajis02-1551	7	2	further	further	ADJ
ajis02-1551	7	3	motivating	motivate	VERB
ajis02-1551	7	4	industrial	industrial	ADJ
ajis02-1551	7	5	problem	problem	NOUN
ajis02-1551	7	6	–	–	PUNCT
ajis02-1551	7	7	hot	hot	ADJ
ajis02-1551	7	8	metal	metal	NOUN
ajis02-1551	7	9	temperature	temperature	NOUN
ajis02-1551	7	10	prediction	prediction	NOUN
ajis02-1551	7	11	,	,	PUNCT
ajis02-1551	7	12	is	be	AUX
ajis02-1551	7	13	further	far	ADV
ajis02-1551	7	14	considered	consider	VERB
ajis02-1551	7	15	with	with	ADP
ajis02-1551	7	16	the	the	DET
ajis02-1551	7	17	egbc	egbc	NOUN
ajis02-1551	7	18	framework	framework	NOUN
ajis02-1551	7	19	in	in	ADP
ajis02-1551	7	20	order	order	NOUN
ajis02-1551	7	21	to	to	PART
ajis02-1551	7	22	address	address	VERB
ajis02-1551	7	23	significant	significant	ADJ
ajis02-1551	7	24	real	real	ADJ
ajis02-1551	7	25	-	-	PUNCT
ajis02-1551	7	26	world	world	NOUN
ajis02-1551	7	27	demands	demand	NOUN
ajis02-1551	7	28	.	.	PUNCT
ajis02-1551	8	1	keywords	keyword	NOUN
ajis02-1551	8	2	:	:	PUNCT
ajis02-1551	8	3	multi	multi	ADJ
ajis02-1551	8	4	-	-	ADJ
ajis02-1551	8	5	variate	variate	ADJ
ajis02-1551	8	6	time	time	NOUN
ajis02-1551	8	7	series	series	NOUN
ajis02-1551	8	8	;	;	PUNCT
ajis02-1551	8	9	symbolic	symbolic	ADJ
ajis02-1551	8	10	data	datum	NOUN
ajis02-1551	8	11	mining	mining	NOUN
ajis02-1551	8	12	;	;	PUNCT
ajis02-1551	8	13	pattern	pattern	NOUN
ajis02-1551	8	14	search	search	NOUN
ajis02-1551	8	15	;	;	PUNCT
ajis02-1551	8	16	sax	sax	NOUN
ajis02-1551	8	17	motifs	motif	NOUN
ajis02-1551	8	18	;	;	PUNCT
ajis02-1551	8	19	xof	xof	PROPN
ajis02-1551	8	20	-	-	PUNCT
ajis02-1551	8	21	n	n	PRON
ajis02-1551	8	22	decision	decision	NOUN
ajis02-1551	8	23	trees	tree	NOUN
ajis02-1551	8	24	1	1	NUM
ajis02-1551	8	25	introduction	introduction	NOUN
ajis02-1551	8	26	time	time	NOUN
ajis02-1551	8	27	series	series	PROPN
ajis02-1551	8	28	data	data	PROPN
ajis02-1551	8	29	mining	mining	NOUN
ajis02-1551	8	30	(	(	PUNCT
ajis02-1551	8	31	tsdm	tsdm	NOUN
ajis02-1551	8	32	)	)	PUNCT
ajis02-1551	8	33	is	be	AUX
ajis02-1551	8	34	a	a	DET
ajis02-1551	8	35	challenging	challenging	ADJ
ajis02-1551	8	36	task	task	NOUN
ajis02-1551	8	37	,	,	PUNCT
ajis02-1551	8	38	which	which	PRON
ajis02-1551	8	39	has	have	AUX
ajis02-1551	8	40	attracted	attract	VERB
ajis02-1551	8	41	enormous	enormous	ADJ
ajis02-1551	8	42	attention	attention	NOUN
ajis02-1551	8	43	in	in	ADP
ajis02-1551	8	44	the	the	DET
ajis02-1551	8	45	recent	recent	ADJ
ajis02-1551	8	46	years	year	NOUN
ajis02-1551	8	47	.	.	PUNCT
ajis02-1551	9	1	tsdm	tsdm	PROPN
ajis02-1551	9	2	is	be	AUX
ajis02-1551	9	3	of	of	ADP
ajis02-1551	9	4	particular	particular	ADJ
ajis02-1551	9	5	interest	interest	NOUN
ajis02-1551	9	6	in	in	ADP
ajis02-1551	9	7	many	many	ADJ
ajis02-1551	9	8	industry	industry	NOUN
ajis02-1551	9	9	areas	area	NOUN
ajis02-1551	9	10	where	where	SCONJ
ajis02-1551	9	11	improvements	improvement	NOUN
ajis02-1551	9	12	and	and	CCONJ
ajis02-1551	9	13	knowledge	knowledge	NOUN
ajis02-1551	9	14	extensions	extension	NOUN
ajis02-1551	9	15	are	be	AUX
ajis02-1551	9	16	expected	expect	VERB
ajis02-1551	9	17	from	from	ADP
ajis02-1551	9	18	utilising	utilise	VERB
ajis02-1551	9	19	data	datum	NOUN
ajis02-1551	9	20	science	science	NOUN
ajis02-1551	9	21	technology	technology	NOUN
ajis02-1551	9	22	over	over	ADP
ajis02-1551	9	23	massive	massive	ADJ
ajis02-1551	9	24	existing	exist	VERB
ajis02-1551	9	25	operational	operational	ADJ
ajis02-1551	9	26	records	record	NOUN
ajis02-1551	9	27	.	.	PUNCT
ajis02-1551	10	1	the	the	DET
ajis02-1551	10	2	research	research	NOUN
ajis02-1551	10	3	work	work	NOUN
ajis02-1551	10	4	described	describe	VERB
ajis02-1551	10	5	in	in	ADP
ajis02-1551	10	6	this	this	DET
ajis02-1551	10	7	paper	paper	NOUN
ajis02-1551	10	8	was	be	AUX
ajis02-1551	10	9	initiated	initiate	VERB
ajis02-1551	10	10	and	and	CCONJ
ajis02-1551	10	11	motivated	motivate	VERB
ajis02-1551	10	12	by	by	ADP
ajis02-1551	10	13	the	the	DET
ajis02-1551	10	14	real	real	ADJ
ajis02-1551	10	15	industrial	industrial	ADJ
ajis02-1551	10	16	needs	need	NOUN
ajis02-1551	10	17	from	from	ADP
ajis02-1551	10	18	the	the	DET
ajis02-1551	10	19	iron	iron	NOUN
ajis02-1551	10	20	-	-	PUNCT
ajis02-1551	10	21	making	make	VERB
ajis02-1551	10	22	industry	industry	NOUN
ajis02-1551	10	23	,	,	PUNCT
ajis02-1551	10	24	where	where	SCONJ
ajis02-1551	10	25	operational	operational	ADJ
ajis02-1551	10	26	data	datum	NOUN
ajis02-1551	10	27	was	be	AUX
ajis02-1551	10	28	continuously	continuously	ADV
ajis02-1551	10	29	collected	collect	VERB
ajis02-1551	10	30	from	from	ADP
ajis02-1551	10	31	a	a	DET
ajis02-1551	10	32	blast	blast	NOUN
ajis02-1551	10	33	furnace	furnace	NOUN
ajis02-1551	10	34	(	(	PUNCT
ajis02-1551	10	35	bf	bf	NOUN
ajis02-1551	10	36	)	)	PUNCT
ajis02-1551	10	37	for	for	ADP
ajis02-1551	10	38	a	a	DET
ajis02-1551	10	39	number	number	NOUN
ajis02-1551	10	40	of	of	ADP
ajis02-1551	10	41	years	year	NOUN
ajis02-1551	10	42	.	.	PUNCT
ajis02-1551	11	1	through	through	ADP
ajis02-1551	11	2	building	build	VERB
ajis02-1551	11	3	predictive	predictive	ADJ
ajis02-1551	11	4	models	model	NOUN
ajis02-1551	11	5	on	on	ADP
ajis02-1551	11	6	the	the	DET
ajis02-1551	11	7	bf	bf	NOUN
ajis02-1551	11	8	data	datum	NOUN
ajis02-1551	11	9	,	,	PUNCT
ajis02-1551	11	10	the	the	DET
ajis02-1551	11	11	authors	author	NOUN
ajis02-1551	11	12	have	have	AUX
ajis02-1551	11	13	identified	identify	VERB
ajis02-1551	11	14	a	a	DET
ajis02-1551	11	15	major	major	ADJ
ajis02-1551	11	16	problem	problem	NOUN
ajis02-1551	11	17	that	that	SCONJ
ajis02-1551	11	18	the	the	DET
ajis02-1551	11	19	data	datum	NOUN
ajis02-1551	11	20	attributes	attribute	VERB
ajis02-1551	11	21	,	,	PUNCT
ajis02-1551	11	22	due	due	ADP
ajis02-1551	11	23	to	to	ADP
ajis02-1551	11	24	the	the	DET
ajis02-1551	11	25	variation	variation	NOUN
ajis02-1551	11	26	of	of	ADP
ajis02-1551	11	27	type	type	NOUN
ajis02-1551	11	28	or	or	CCONJ
ajis02-1551	11	29	the	the	DET
ajis02-1551	11	30	spatial	spatial	ADJ
ajis02-1551	11	31	difference	difference	NOUN
ajis02-1551	11	32	at	at	ADP
ajis02-1551	11	33	collection	collection	NOUN
ajis02-1551	11	34	,	,	PUNCT
ajis02-1551	11	35	are	be	AUX
ajis02-1551	11	36	shifted	shift	VERB
ajis02-1551	11	37	along	along	ADP
ajis02-1551	11	38	the	the	DET
ajis02-1551	11	39	time	time	NOUN
ajis02-1551	11	40	axis	axis	NOUN
ajis02-1551	11	41	with	with	ADP
ajis02-1551	11	42	different	different	ADJ
ajis02-1551	11	43	extent	extent	NOUN
ajis02-1551	11	44	.	.	PUNCT
ajis02-1551	12	1	as	as	SCONJ
ajis02-1551	12	2	the	the	DET
ajis02-1551	12	3	results	result	NOUN
ajis02-1551	12	4	may	may	AUX
ajis02-1551	12	5	occur	occur	VERB
ajis02-1551	12	6	and	and	CCONJ
ajis02-1551	12	7	be	be	AUX
ajis02-1551	12	8	detect	detect	NOUN
ajis02-1551	12	9	prior	prior	ADV
ajis02-1551	12	10	to	to	ADP
ajis02-1551	12	11	the	the	DET
ajis02-1551	12	12	detection	detection	NOUN
ajis02-1551	12	13	of	of	ADP
ajis02-1551	12	14	the	the	DET
ajis02-1551	12	15	causes	cause	NOUN
ajis02-1551	12	16	,	,	PUNCT
ajis02-1551	12	17	the	the	DET
ajis02-1551	12	18	inter	inter	ADJ
ajis02-1551	12	19	-	-	ADJ
ajis02-1551	12	20	variable	variable	ADJ
ajis02-1551	12	21	granger	granger	NOUN
ajis02-1551	12	22	causality	causality	PROPN
ajis02-1551	12	23	relationship	relationship	NOUN
ajis02-1551	12	24	(	(	PUNCT
ajis02-1551	12	25	granger	granger	PROPN
ajis02-1551	12	26	1969	1969	NUM
ajis02-1551	12	27	)	)	PUNCT
ajis02-1551	12	28	are	be	AUX
ajis02-1551	12	29	broken	break	VERB
ajis02-1551	12	30	.	.	PUNCT
ajis02-1551	13	1	the	the	DET
ajis02-1551	13	2	situation	situation	NOUN
ajis02-1551	13	3	in	in	ADP
ajis02-1551	13	4	which	which	PRON
ajis02-1551	13	5	attributes	attribute	NOUN
ajis02-1551	13	6	are	be	AUX
ajis02-1551	13	7	not	not	PART
ajis02-1551	13	8	aligned	align	VERB
ajis02-1551	13	9	in	in	ADP
ajis02-1551	13	10	time	time	NOUN
ajis02-1551	13	11	is	be	AUX
ajis02-1551	13	12	in	in	ADP
ajis02-1551	13	13	fact	fact	NOUN
ajis02-1551	13	14	a	a	DET
ajis02-1551	13	15	quite	quite	ADV
ajis02-1551	13	16	common	common	ADJ
ajis02-1551	13	17	problem	problem	NOUN
ajis02-1551	13	18	in	in	ADP
ajis02-1551	13	19	tsdm	tsdm	NOUN
ajis02-1551	13	20	,	,	PUNCT
ajis02-1551	13	21	however	however	ADV
ajis02-1551	13	22	this	this	PRON
ajis02-1551	13	23	is	be	AUX
ajis02-1551	13	24	often	often	ADV
ajis02-1551	13	25	overlooked	overlook	VERB
ajis02-1551	13	26	in	in	ADP
ajis02-1551	13	27	practice	practice	NOUN
ajis02-1551	13	28	.	.	PUNCT
ajis02-1551	14	1	temporal	temporal	ADJ
ajis02-1551	14	2	misalignment	misalignment	NOUN
ajis02-1551	14	3	is	be	AUX
ajis02-1551	14	4	the	the	DET
ajis02-1551	14	5	name	name	NOUN
ajis02-1551	14	6	we	we	PRON
ajis02-1551	14	7	attribute	attribute	VERB
ajis02-1551	14	8	to	to	ADP
ajis02-1551	14	9	this	this	DET
ajis02-1551	14	10	scenario	scenario	NOUN
ajis02-1551	14	11	where	where	SCONJ
ajis02-1551	14	12	time	time	NOUN
ajis02-1551	14	13	delays	delay	NOUN
ajis02-1551	14	14	exist	exist	VERB
ajis02-1551	14	15	between	between	ADP
ajis02-1551	14	16	the	the	DET
ajis02-1551	14	17	generation	generation	NOUN
ajis02-1551	14	18	and	and	CCONJ
ajis02-1551	14	19	detection	detection	NOUN
ajis02-1551	14	20	of	of	ADP
ajis02-1551	14	21	various	various	ADJ
ajis02-1551	14	22	data	datum	NOUN
ajis02-1551	14	23	attribution	attribution	NOUN
ajis02-1551	14	24	,	,	PUNCT
ajis02-1551	14	25	and	and	CCONJ
ajis02-1551	14	26	therefore	therefore	ADV
ajis02-1551	14	27	break	break	VERB
ajis02-1551	14	28	the	the	DET
ajis02-1551	14	29	causal	causal	NOUN
ajis02-1551	14	30	-	-	PUNCT
ajis02-1551	14	31	resultant	resultant	NOUN
ajis02-1551	14	32	relationship	relationship	NOUN
ajis02-1551	14	33	between	between	ADP
ajis02-1551	14	34	input	input	NOUN
ajis02-1551	14	35	and	and	CCONJ
ajis02-1551	14	36	output	output	NOUN
ajis02-1551	14	37	attributes	attribute	NOUN
ajis02-1551	14	38	.	.	PUNCT
ajis02-1551	15	1	the	the	DET
ajis02-1551	15	2	time	time	NOUN
ajis02-1551	15	3	shifts	shift	NOUN
ajis02-1551	15	4	on	on	ADP
ajis02-1551	15	5	differing	differ	VERB
ajis02-1551	15	6	attributes	attribute	NOUN
ajis02-1551	15	7	are	be	AUX
ajis02-1551	15	8	generally	generally	ADV
ajis02-1551	15	9	not	not	PART
ajis02-1551	15	10	uniform	uniform	ADJ
ajis02-1551	15	11	;	;	PUNCT
ajis02-1551	15	12	these	these	PRON
ajis02-1551	15	13	in	in	ADP
ajis02-1551	15	14	turn	turn	NOUN
ajis02-1551	15	15	make	make	VERB
ajis02-1551	15	16	synchronisation	synchronisation	NOUN
ajis02-1551	15	17	very	very	ADV
ajis02-1551	15	18	hard	hard	ADV
ajis02-1551	15	19	if	if	SCONJ
ajis02-1551	15	20	not	not	PART
ajis02-1551	15	21	possible	possible	ADJ
ajis02-1551	15	22	.	.	PUNCT
ajis02-1551	16	1	for	for	ADP
ajis02-1551	16	2	example	example	NOUN
ajis02-1551	16	3	,	,	PUNCT
ajis02-1551	16	4	figure	figure	NOUN
ajis02-1551	16	5	1	1	NUM
ajis02-1551	16	6	illustrates	illustrate	VERB
ajis02-1551	16	7	a	a	DET
ajis02-1551	16	8	typical	typical	ADJ
ajis02-1551	16	9	example	example	NOUN
ajis02-1551	16	10	of	of	ADP
ajis02-1551	16	11	temporal	temporal	ADJ
ajis02-1551	16	12	misalignment	misalignment	NOUN
ajis02-1551	16	13	when	when	SCONJ
ajis02-1551	16	14	lightning	lightning	NOUN
ajis02-1551	16	15	and	and	CCONJ
ajis02-1551	16	16	thunder	thunder	NOUN
ajis02-1551	16	17	are	be	AUX
ajis02-1551	16	18	detected	detect	VERB
ajis02-1551	16	19	at	at	ADP
ajis02-1551	16	20	different	different	ADJ
ajis02-1551	16	21	times	time	NOUN
ajis02-1551	16	22	with	with	ADP
ajis02-1551	16	23	different	different	ADJ
ajis02-1551	16	24	time	time	NOUN
ajis02-1551	16	25	spans	span	NOUN
ajis02-1551	16	26	due	due	ADP
ajis02-1551	16	27	to	to	ADP
ajis02-1551	16	28	the	the	DET
ajis02-1551	16	29	speed	speed	NOUN
ajis02-1551	16	30	difference	difference	NOUN
ajis02-1551	16	31	between	between	ADP
ajis02-1551	16	32	light	light	NOUN
ajis02-1551	16	33	and	and	CCONJ
ajis02-1551	16	34	sound	sound	ADJ
ajis02-1551	16	35	.	.	PUNCT
ajis02-1551	17	1	australasian	australasian	ADJ
ajis02-1551	17	2	journal	journal	NOUN
ajis02-1551	17	3	of	of	ADP
ajis02-1551	17	4	information	information	NOUN
ajis02-1551	17	5	systems	systems	PROPN
ajis02-1551	17	6	sun	sun	PROPN
ajis02-1551	17	7	&	&	CCONJ
ajis02-1551	17	8	stirling	stirling	PROPN
ajis02-1551	17	9	2017	2017	NUM
ajis02-1551	17	10	,	,	PUNCT
ajis02-1551	17	11	vol	vol	NOUN
ajis02-1551	17	12	21	21	NUM
ajis02-1551	17	13	,	,	PUNCT
ajis02-1551	17	14	selected	select	VERB
ajis02-1551	17	15	papers	paper	NOUN
ajis02-1551	17	16	from	from	ADP
ajis02-1551	17	17	ausdm	ausdm	PROPN
ajis02-1551	17	18	event	event	NOUN
ajis02-1551	17	19	group	group	NOUN
ajis02-1551	17	20	based	base	VERB
ajis02-1551	17	21	classification	classification	NOUN
ajis02-1551	17	22	framework	framework	NOUN
ajis02-1551	17	23	2	2	NUM
ajis02-1551	17	24	figure	figure	NOUN
ajis02-1551	17	25	1	1	NUM
ajis02-1551	17	26	:	:	PUNCT
ajis02-1551	17	27	temporal	temporal	ADJ
ajis02-1551	17	28	misalignment	misalignment	NOUN
ajis02-1551	17	29	in	in	ADP
ajis02-1551	17	30	the	the	DET
ajis02-1551	17	31	lightning	lightning	NOUN
ajis02-1551	17	32	detection	detection	NOUN
ajis02-1551	17	33	.	.	PUNCT
ajis02-1551	18	1	the	the	DET
ajis02-1551	18	2	heights	height	NOUN
ajis02-1551	18	3	of	of	ADP
ajis02-1551	18	4	the	the	DET
ajis02-1551	18	5	cloud	cloud	NOUN
ajis02-1551	18	6	signs	sign	NOUN
ajis02-1551	18	7	(	(	PUNCT
ajis02-1551	18	8	on	on	ADP
ajis02-1551	18	9	y	y	NOUN
ajis02-1551	18	10	-	-	PUNCT
ajis02-1551	18	11	axis	axis	NOUN
ajis02-1551	18	12	)	)	PUNCT
ajis02-1551	18	13	represent	represent	VERB
ajis02-1551	18	14	the	the	DET
ajis02-1551	18	15	distances	distance	NOUN
ajis02-1551	18	16	between	between	ADP
ajis02-1551	18	17	the	the	DET
ajis02-1551	18	18	lightning	lightning	NOUN
ajis02-1551	18	19	events	event	NOUN
ajis02-1551	18	20	and	and	CCONJ
ajis02-1551	18	21	the	the	DET
ajis02-1551	18	22	observer	observer	NOUN
ajis02-1551	18	23	.	.	PUNCT
ajis02-1551	19	1	and	and	CCONJ
ajis02-1551	19	2	the	the	DET
ajis02-1551	19	3	x	x	NOUN
ajis02-1551	19	4	-	-	NOUN
ajis02-1551	19	5	axis	axis	NOUN
ajis02-1551	19	6	represents	represent	VERB
ajis02-1551	19	7	the	the	DET
ajis02-1551	19	8	time	time	NOUN
ajis02-1551	19	9	when	when	SCONJ
ajis02-1551	19	10	flashes	flash	NOUN
ajis02-1551	19	11	and	and	CCONJ
ajis02-1551	19	12	the	the	DET
ajis02-1551	19	13	thunder	thunder	NOUN
ajis02-1551	19	14	are	be	AUX
ajis02-1551	19	15	detected	detect	VERB
ajis02-1551	19	16	.	.	PUNCT
ajis02-1551	20	1	assuming	assume	VERB
ajis02-1551	20	2	the	the	DET
ajis02-1551	20	3	flashes	flash	NOUN
ajis02-1551	20	4	are	be	AUX
ajis02-1551	20	5	detected	detect	VERB
ajis02-1551	20	6	almost	almost	ADV
ajis02-1551	20	7	immediately	immediately	ADV
ajis02-1551	20	8	,	,	PUNCT
ajis02-1551	20	9	the	the	DET
ajis02-1551	20	10	delays	delay	NOUN
ajis02-1551	20	11	of	of	ADP
ajis02-1551	20	12	the	the	DET
ajis02-1551	20	13	associated	associated	ADJ
ajis02-1551	20	14	thunder	thunder	NOUN
ajis02-1551	20	15	(	(	PUNCT
ajis02-1551	20	16	marked	mark	VERB
ajis02-1551	20	17	with	with	ADP
ajis02-1551	20	18	the	the	DET
ajis02-1551	20	19	same	same	ADJ
ajis02-1551	20	20	colour	colour	NOUN
ajis02-1551	20	21	)	)	PUNCT
ajis02-1551	20	22	are	be	AUX
ajis02-1551	20	23	determined	determine	VERB
ajis02-1551	20	24	by	by	ADP
ajis02-1551	20	25	the	the	DET
ajis02-1551	20	26	associated	associated	ADJ
ajis02-1551	20	27	distance	distance	NOUN
ajis02-1551	20	28	.	.	PUNCT
ajis02-1551	21	1	therefore	therefore	ADV
ajis02-1551	21	2	,	,	PUNCT
ajis02-1551	21	3	proximally	proximally	ADV
ajis02-1551	21	4	close	close	VERB
ajis02-1551	21	5	flash	flash	NOUN
ajis02-1551	21	6	and	and	CCONJ
ajis02-1551	21	7	thunder	thunder	NOUN
ajis02-1551	21	8	pairs	pair	NOUN
ajis02-1551	21	9	may	may	AUX
ajis02-1551	21	10	in	in	ADP
ajis02-1551	21	11	-	-	PUNCT
ajis02-1551	21	12	fact	fact	NOUN
ajis02-1551	21	13	not	not	PART
ajis02-1551	21	14	be	be	AUX
ajis02-1551	21	15	associated	associate	VERB
ajis02-1551	21	16	to	to	ADP
ajis02-1551	21	17	each	each	DET
ajis02-1551	21	18	other	other	ADJ
ajis02-1551	21	19	,	,	PUNCT
ajis02-1551	21	20	due	due	ADP
ajis02-1551	21	21	to	to	ADP
ajis02-1551	21	22	the	the	DET
ajis02-1551	21	23	occurrence	occurrence	NOUN
ajis02-1551	21	24	of	of	ADP
ajis02-1551	21	25	temporal	temporal	ADJ
ajis02-1551	21	26	misalignment	misalignment	NOUN
ajis02-1551	21	27	.	.	PUNCT
ajis02-1551	22	1	in	in	ADP
ajis02-1551	22	2	this	this	DET
ajis02-1551	22	3	example	example	NOUN
ajis02-1551	22	4	,	,	PUNCT
ajis02-1551	22	5	when	when	SCONJ
ajis02-1551	22	6	multiple	multiple	ADJ
ajis02-1551	22	7	lightning	lightning	NOUN
ajis02-1551	22	8	events	event	NOUN
ajis02-1551	22	9	(	(	PUNCT
ajis02-1551	22	10	marked	mark	VERB
ajis02-1551	22	11	as	as	ADP
ajis02-1551	22	12	dark	dark	ADJ
ajis02-1551	22	13	/	/	SYM
ajis02-1551	22	14	light	light	ADJ
ajis02-1551	22	15	green	green	ADJ
ajis02-1551	22	16	and	and	CCONJ
ajis02-1551	22	17	red	red	ADJ
ajis02-1551	22	18	clouds	clouds	PROPN
ajis02-1551	22	19	)	)	PUNCT
ajis02-1551	22	20	occur	occur	VERB
ajis02-1551	22	21	at	at	ADP
ajis02-1551	22	22	different	different	ADJ
ajis02-1551	22	23	distances	distance	NOUN
ajis02-1551	22	24	(	(	PUNCT
ajis02-1551	22	25	y	y	NOUN
ajis02-1551	22	26	-	-	PUNCT
ajis02-1551	22	27	axis	axis	NOUN
ajis02-1551	22	28	)	)	PUNCT
ajis02-1551	22	29	from	from	ADP
ajis02-1551	22	30	the	the	DET
ajis02-1551	22	31	observer	observer	NOUN
ajis02-1551	22	32	,	,	PUNCT
ajis02-1551	22	33	the	the	DET
ajis02-1551	22	34	corresponding	correspond	VERB
ajis02-1551	22	35	flashes	flash	NOUN
ajis02-1551	22	36	and	and	CCONJ
ajis02-1551	22	37	thunder	thunder	NOUN
ajis02-1551	22	38	(	(	PUNCT
ajis02-1551	22	39	marked	mark	VERB
ajis02-1551	22	40	by	by	ADP
ajis02-1551	22	41	the	the	DET
ajis02-1551	22	42	same	same	ADJ
ajis02-1551	22	43	colours	colour	NOUN
ajis02-1551	22	44	as	as	ADP
ajis02-1551	22	45	the	the	DET
ajis02-1551	22	46	source	source	NOUN
ajis02-1551	22	47	clouds	cloud	NOUN
ajis02-1551	22	48	)	)	PUNCT
ajis02-1551	22	49	may	may	AUX
ajis02-1551	22	50	be	be	AUX
ajis02-1551	22	51	received	receive	VERB
ajis02-1551	22	52	in	in	ADP
ajis02-1551	22	53	a	a	DET
ajis02-1551	22	54	mixed	mixed	ADJ
ajis02-1551	22	55	ordering	ordering	NOUN
ajis02-1551	22	56	that	that	PRON
ajis02-1551	22	57	are	be	AUX
ajis02-1551	22	58	different	different	ADJ
ajis02-1551	22	59	than	than	ADP
ajis02-1551	22	60	the	the	DET
ajis02-1551	22	61	ordering	ordering	NOUN
ajis02-1551	22	62	of	of	ADP
ajis02-1551	22	63	the	the	DET
ajis02-1551	22	64	source	source	NOUN
ajis02-1551	22	65	lightning	lightning	NOUN
ajis02-1551	22	66	.	.	PUNCT
ajis02-1551	23	1	without	without	ADP
ajis02-1551	23	2	prior	prior	ADJ
ajis02-1551	23	3	knowledge	knowledge	NOUN
ajis02-1551	23	4	of	of	ADP
ajis02-1551	23	5	the	the	DET
ajis02-1551	23	6	distance	distance	NOUN
ajis02-1551	23	7	of	of	ADP
ajis02-1551	23	8	each	each	DET
ajis02-1551	23	9	lightning	lightning	NOUN
ajis02-1551	23	10	event	event	NOUN
ajis02-1551	23	11	,	,	PUNCT
ajis02-1551	23	12	the	the	DET
ajis02-1551	23	13	time	time	NOUN
ajis02-1551	23	14	shift	shift	NOUN
ajis02-1551	23	15	as	as	ADP
ajis02-1551	23	16	a	a	DET
ajis02-1551	23	17	function	function	NOUN
ajis02-1551	23	18	of	of	ADP
ajis02-1551	23	19	distance	distance	NOUN
ajis02-1551	23	20	can	can	AUX
ajis02-1551	23	21	not	not	PART
ajis02-1551	23	22	be	be	AUX
ajis02-1551	23	23	recovered	recover	VERB
ajis02-1551	23	24	,	,	PUNCT
ajis02-1551	23	25	therefore	therefore	ADV
ajis02-1551	23	26	it	it	PRON
ajis02-1551	23	27	is	be	AUX
ajis02-1551	23	28	impossible	impossible	ADJ
ajis02-1551	23	29	to	to	PART
ajis02-1551	23	30	correctly	correctly	ADV
ajis02-1551	23	31	associate	associate	VERB
ajis02-1551	23	32	the	the	DET
ajis02-1551	23	33	corresponding	correspond	VERB
ajis02-1551	23	34	flash	flash	NOUN
ajis02-1551	23	35	and	and	CCONJ
ajis02-1551	23	36	thunder	thunder	NOUN
ajis02-1551	23	37	observations	observation	NOUN
ajis02-1551	23	38	.	.	PUNCT
ajis02-1551	24	1	the	the	DET
ajis02-1551	24	2	lightning	lightning	NOUN
ajis02-1551	24	3	example	example	NOUN
ajis02-1551	24	4	illustrates	illustrate	VERB
ajis02-1551	24	5	that	that	SCONJ
ajis02-1551	24	6	even	even	ADV
ajis02-1551	24	7	in	in	ADP
ajis02-1551	24	8	such	such	DET
ajis02-1551	24	9	a	a	DET
ajis02-1551	24	10	simple	simple	ADJ
ajis02-1551	24	11	system	system	NOUN
ajis02-1551	24	12	with	with	ADP
ajis02-1551	24	13	only	only	ADV
ajis02-1551	24	14	two	two	NUM
ajis02-1551	24	15	attributes	attribute	NOUN
ajis02-1551	24	16	,	,	PUNCT
ajis02-1551	24	17	without	without	ADP
ajis02-1551	24	18	some	some	DET
ajis02-1551	24	19	awareness	awareness	NOUN
ajis02-1551	24	20	of	of	ADP
ajis02-1551	24	21	additional	additional	ADJ
ajis02-1551	24	22	contextual	contextual	ADJ
ajis02-1551	24	23	information	information	NOUN
ajis02-1551	24	24	,	,	PUNCT
ajis02-1551	24	25	such	such	ADJ
ajis02-1551	24	26	as	as	ADP
ajis02-1551	24	27	the	the	DET
ajis02-1551	24	28	distance	distance	NOUN
ajis02-1551	24	29	,	,	PUNCT
ajis02-1551	24	30	height	height	NOUN
ajis02-1551	24	31	and	and	CCONJ
ajis02-1551	24	32	direction	direction	NOUN
ajis02-1551	24	33	between	between	ADP
ajis02-1551	24	34	the	the	DET
ajis02-1551	24	35	actual	actual	ADJ
ajis02-1551	24	36	lightning	lightning	NOUN
ajis02-1551	24	37	and	and	CCONJ
ajis02-1551	24	38	the	the	DET
ajis02-1551	24	39	observer	observer	NOUN
ajis02-1551	24	40	,	,	PUNCT
ajis02-1551	24	41	correctly	correctly	ADV
ajis02-1551	24	42	synchronising	synchronise	VERB
ajis02-1551	24	43	the	the	DET
ajis02-1551	24	44	light	light	ADJ
ajis02-1551	24	45	and	and	CCONJ
ajis02-1551	24	46	sound	sound	ADJ
ajis02-1551	24	47	signals	signal	NOUN
ajis02-1551	24	48	is	be	AUX
ajis02-1551	24	49	very	very	ADV
ajis02-1551	24	50	difficult	difficult	ADJ
ajis02-1551	24	51	.	.	PUNCT
ajis02-1551	25	1	due	due	ADP
ajis02-1551	25	2	to	to	ADP
ajis02-1551	25	3	the	the	DET
ajis02-1551	25	4	complex	complex	ADJ
ajis02-1551	25	5	and	and	CCONJ
ajis02-1551	25	6	stochastic	stochastic	ADJ
ajis02-1551	25	7	nature	nature	NOUN
ajis02-1551	25	8	of	of	ADP
ajis02-1551	25	9	the	the	DET
ajis02-1551	25	10	industrial	industrial	ADJ
ajis02-1551	25	11	processes	process	NOUN
ajis02-1551	25	12	in	in	ADP
ajis02-1551	25	13	the	the	DET
ajis02-1551	25	14	bf	bf	NOUN
ajis02-1551	25	15	,	,	PUNCT
ajis02-1551	25	16	it	it	PRON
ajis02-1551	25	17	is	be	AUX
ajis02-1551	25	18	near	near	ADV
ajis02-1551	25	19	impossible	impossible	ADJ
ajis02-1551	25	20	to	to	PART
ajis02-1551	25	21	analyse	analyse	VERB
ajis02-1551	25	22	this	this	DET
ajis02-1551	25	23	huge	huge	ADJ
ajis02-1551	25	24	industrial	industrial	ADJ
ajis02-1551	25	25	plant	plant	NOUN
ajis02-1551	25	26	using	use	VERB
ajis02-1551	25	27	the	the	DET
ajis02-1551	25	28	fixed	fix	VERB
ajis02-1551	25	29	attribute	attribute	NOUN
ajis02-1551	25	30	-	-	PUNCT
ajis02-1551	25	31	value	value	NOUN
ajis02-1551	25	32	model	model	NOUN
ajis02-1551	25	33	data	data	PROPN
ajis02-1551	25	34	mining	mining	NOUN
ajis02-1551	25	35	techniques	technique	NOUN
ajis02-1551	25	36	.	.	PUNCT
ajis02-1551	26	1	this	this	DET
ajis02-1551	26	2	paper	paper	NOUN
ajis02-1551	26	3	proposes	propose	VERB
ajis02-1551	26	4	a	a	DET
ajis02-1551	26	5	new	new	ADJ
ajis02-1551	26	6	approach	approach	NOUN
ajis02-1551	26	7	,	,	PUNCT
ajis02-1551	26	8	the	the	DET
ajis02-1551	26	9	event	event	NOUN
ajis02-1551	26	10	group	group	NOUN
ajis02-1551	26	11	based	base	VERB
ajis02-1551	26	12	classification	classification	NOUN
ajis02-1551	26	13	(	(	PUNCT
ajis02-1551	26	14	egbc	egbc	NOUN
ajis02-1551	26	15	)	)	PUNCT
ajis02-1551	26	16	framework	framework	NOUN
ajis02-1551	26	17	in	in	ADP
ajis02-1551	26	18	order	order	NOUN
ajis02-1551	26	19	to	to	PART
ajis02-1551	26	20	address	address	VERB
ajis02-1551	26	21	this	this	DET
ajis02-1551	26	22	temporal	temporal	ADJ
ajis02-1551	26	23	misalignment	misalignment	NOUN
ajis02-1551	26	24	issue	issue	NOUN
ajis02-1551	26	25	.	.	PUNCT
ajis02-1551	27	1	in	in	ADP
ajis02-1551	27	2	the	the	DET
ajis02-1551	27	3	remainder	remainder	NOUN
ajis02-1551	27	4	of	of	ADP
ajis02-1551	27	5	this	this	DET
ajis02-1551	27	6	paper	paper	NOUN
ajis02-1551	27	7	,	,	PUNCT
ajis02-1551	27	8	section	section	NOUN
ajis02-1551	27	9	2	2	NUM
ajis02-1551	27	10	provides	provide	VERB
ajis02-1551	27	11	background	background	NOUN
ajis02-1551	27	12	and	and	CCONJ
ajis02-1551	27	13	relevant	relevant	ADJ
ajis02-1551	27	14	research	research	NOUN
ajis02-1551	27	15	work	work	NOUN
ajis02-1551	27	16	.	.	PUNCT
ajis02-1551	28	1	section	section	NOUN
ajis02-1551	28	2	3	3	NUM
ajis02-1551	28	3	focuses	focus	VERB
ajis02-1551	28	4	on	on	ADP
ajis02-1551	28	5	the	the	DET
ajis02-1551	28	6	methodology	methodology	NOUN
ajis02-1551	28	7	and	and	CCONJ
ajis02-1551	28	8	experimental	experimental	ADJ
ajis02-1551	28	9	settings	setting	NOUN
ajis02-1551	28	10	.	.	PUNCT
ajis02-1551	29	1	section	section	NOUN
ajis02-1551	29	2	4	4	NUM
ajis02-1551	29	3	describes	describe	VERB
ajis02-1551	29	4	a	a	DET
ajis02-1551	29	5	number	number	NOUN
ajis02-1551	29	6	of	of	ADP
ajis02-1551	29	7	experimental	experimental	ADJ
ajis02-1551	29	8	results	result	NOUN
ajis02-1551	29	9	by	by	ADP
ajis02-1551	29	10	applying	apply	VERB
ajis02-1551	29	11	the	the	DET
ajis02-1551	29	12	egbc	egbc	NOUN
ajis02-1551	29	13	framework	framework	NOUN
ajis02-1551	29	14	to	to	ADP
ajis02-1551	29	15	various	various	ADJ
ajis02-1551	29	16	time	time	NOUN
ajis02-1551	29	17	series	series	PROPN
ajis02-1551	29	18	classification	classification	NOUN
ajis02-1551	29	19	tasks	task	NOUN
ajis02-1551	29	20	and	and	CCONJ
ajis02-1551	29	21	compares	compare	VERB
ajis02-1551	29	22	the	the	DET
ajis02-1551	29	23	outcomes	outcome	NOUN
ajis02-1551	29	24	with	with	ADP
ajis02-1551	29	25	other	other	ADJ
ajis02-1551	29	26	existing	exist	VERB
ajis02-1551	29	27	techniques	technique	NOUN
ajis02-1551	29	28	.	.	PUNCT
ajis02-1551	30	1	lastly	lastly	ADV
ajis02-1551	30	2	,	,	PUNCT
ajis02-1551	30	3	in	in	ADP
ajis02-1551	30	4	section	section	NOUN
ajis02-1551	30	5	5	5	NUM
ajis02-1551	30	6	we	we	PRON
ajis02-1551	30	7	discuss	discuss	VERB
ajis02-1551	30	8	the	the	DET
ajis02-1551	30	9	advantages	advantage	NOUN
ajis02-1551	30	10	of	of	ADP
ajis02-1551	30	11	this	this	DET
ajis02-1551	30	12	approach	approach	NOUN
ajis02-1551	30	13	and	and	CCONJ
ajis02-1551	30	14	the	the	DET
ajis02-1551	30	15	possibility	possibility	NOUN
ajis02-1551	30	16	to	to	PART
ajis02-1551	30	17	further	far	ADV
ajis02-1551	30	18	develop	develop	VERB
ajis02-1551	30	19	this	this	PRON
ajis02-1551	30	20	as	as	ADP
ajis02-1551	30	21	a	a	DET
ajis02-1551	30	22	universal	universal	ADJ
ajis02-1551	30	23	,	,	PUNCT
ajis02-1551	30	24	time	time	NOUN
ajis02-1551	30	25	series	series	PROPN
ajis02-1551	30	26	data	data	PROPN
ajis02-1551	30	27	mining	mining	NOUN
ajis02-1551	30	28	framework	framework	NOUN
ajis02-1551	30	29	for	for	ADP
ajis02-1551	30	30	solving	solve	VERB
ajis02-1551	30	31	other	other	ADJ
ajis02-1551	30	32	real	real	ADJ
ajis02-1551	30	33	-	-	PUNCT
ajis02-1551	30	34	world	world	NOUN
ajis02-1551	30	35	problems	problem	NOUN
ajis02-1551	30	36	.	.	PUNCT
ajis02-1551	31	1	2	2	NUM
ajis02-1551	31	2	background	background	NOUN
ajis02-1551	31	3	and	and	CCONJ
ajis02-1551	31	4	literature	literature	NOUN
ajis02-1551	31	5	review	review	PROPN
ajis02-1551	31	6	a	a	DET
ajis02-1551	31	7	bf	bf	NOUN
ajis02-1551	31	8	,	,	PUNCT
ajis02-1551	31	9	as	as	SCONJ
ajis02-1551	31	10	illustrated	illustrate	VERB
ajis02-1551	31	11	in	in	ADP
ajis02-1551	31	12	figure	figure	NOUN
ajis02-1551	31	13	2	2	NUM
ajis02-1551	31	14	,	,	PUNCT
ajis02-1551	31	15	is	be	AUX
ajis02-1551	31	16	a	a	DET
ajis02-1551	31	17	massive	massive	ADJ
ajis02-1551	31	18	industrial	industrial	ADJ
ajis02-1551	31	19	plant	plant	NOUN
ajis02-1551	31	20	that	that	PRON
ajis02-1551	31	21	functions	function	NOUN
ajis02-1551	31	22	as	as	ADV
ajis02-1551	31	23	both	both	CCONJ
ajis02-1551	31	24	a	a	DET
ajis02-1551	31	25	chemical	chemical	NOUN
ajis02-1551	31	26	reactor	reactor	NOUN
ajis02-1551	31	27	and	and	CCONJ
ajis02-1551	31	28	a	a	DET
ajis02-1551	31	29	heat	heat	NOUN
ajis02-1551	31	30	exchanger	exchanger	NOUN
ajis02-1551	31	31	continuously	continuously	ADV
ajis02-1551	31	32	for	for	ADP
ajis02-1551	31	33	many	many	ADJ
ajis02-1551	31	34	years	year	NOUN
ajis02-1551	31	35	.	.	PUNCT
ajis02-1551	32	1	iron	iron	NOUN
ajis02-1551	32	2	oxide	oxide	NOUN
ajis02-1551	32	3	pellets	pellet	NOUN
ajis02-1551	32	4	,	,	PUNCT
ajis02-1551	32	5	or	or	CCONJ
ajis02-1551	32	6	sintered	sinter	VERB
ajis02-1551	32	7	ore	ore	NOUN
ajis02-1551	32	8	,	,	PUNCT
ajis02-1551	32	9	along	along	ADP
ajis02-1551	32	10	with	with	ADP
ajis02-1551	32	11	coke	coke	NOUN
ajis02-1551	32	12	and	and	CCONJ
ajis02-1551	32	13	limestone	limestone	NOUN
ajis02-1551	32	14	,	,	PUNCT
ajis02-1551	32	15	are	be	AUX
ajis02-1551	32	16	charged	charge	VERB
ajis02-1551	32	17	at	at	ADP
ajis02-1551	32	18	the	the	DET
ajis02-1551	32	19	top	top	NOUN
ajis02-1551	32	20	into	into	ADP
ajis02-1551	32	21	layers	layer	NOUN
ajis02-1551	32	22	,	,	PUNCT
ajis02-1551	32	23	which	which	PRON
ajis02-1551	32	24	gradually	gradually	ADV
ajis02-1551	32	25	over	over	ADP
ajis02-1551	32	26	some	some	DET
ajis02-1551	32	27	eight	eight	NUM
ajis02-1551	32	28	hours	hour	NOUN
ajis02-1551	32	29	decent	decent	ADJ
ajis02-1551	32	30	in	in	ADP
ajis02-1551	32	31	the	the	DET
ajis02-1551	32	32	blast	blast	NOUN
ajis02-1551	32	33	furnace	furnace	NOUN
ajis02-1551	32	34	undergoing	undergo	VERB
ajis02-1551	32	35	a	a	DET
ajis02-1551	32	36	series	series	NOUN
ajis02-1551	32	37	of	of	ADP
ajis02-1551	32	38	chemical	chemical	ADJ
ajis02-1551	32	39	reductions	reduction	NOUN
ajis02-1551	32	40	to	to	PART
ajis02-1551	32	41	produce	produce	VERB
ajis02-1551	32	42	molten	molten	ADJ
ajis02-1551	32	43	iron	iron	NOUN
ajis02-1551	32	44	.	.	PUNCT
ajis02-1551	33	1	australasian	australasian	ADJ
ajis02-1551	33	2	journal	journal	NOUN
ajis02-1551	33	3	of	of	ADP
ajis02-1551	33	4	information	information	NOUN
ajis02-1551	33	5	systems	systems	PROPN
ajis02-1551	33	6	sun	sun	PROPN
ajis02-1551	33	7	&	&	CCONJ
ajis02-1551	33	8	stirling	stirling	PROPN
ajis02-1551	33	9	2017	2017	NUM
ajis02-1551	33	10	,	,	PUNCT
ajis02-1551	33	11	vol	vol	NOUN
ajis02-1551	33	12	21	21	NUM
ajis02-1551	33	13	,	,	PUNCT
ajis02-1551	33	14	selected	select	VERB
ajis02-1551	33	15	papers	paper	NOUN
ajis02-1551	33	16	from	from	ADP
ajis02-1551	33	17	ausdm	ausdm	PROPN
ajis02-1551	33	18	event	event	NOUN
ajis02-1551	33	19	group	group	NOUN
ajis02-1551	33	20	based	base	VERB
ajis02-1551	33	21	classification	classification	NOUN
ajis02-1551	33	22	framework	framework	NOUN
ajis02-1551	33	23	3	3	NUM
ajis02-1551	33	24	figure	figure	NOUN
ajis02-1551	33	25	2	2	NUM
ajis02-1551	33	26	:	:	PUNCT
ajis02-1551	33	27	a	a	DET
ajis02-1551	33	28	diagram	diagram	NOUN
ajis02-1551	33	29	of	of	ADP
ajis02-1551	33	30	the	the	DET
ajis02-1551	33	31	blast	blast	NOUN
ajis02-1551	33	32	furnace	furnace	NOUN
ajis02-1551	33	33	in	in	ADP
ajis02-1551	33	34	the	the	DET
ajis02-1551	33	35	iron	iron	NOUN
ajis02-1551	33	36	-	-	PUNCT
ajis02-1551	33	37	making	make	VERB
ajis02-1551	33	38	industry	industry	NOUN
ajis02-1551	33	39	.	.	PUNCT
ajis02-1551	34	1	the	the	DET
ajis02-1551	34	2	bf	bf	NOUN
ajis02-1551	34	3	is	be	AUX
ajis02-1551	34	4	a	a	DET
ajis02-1551	34	5	typical	typical	ADJ
ajis02-1551	34	6	non	non	ADJ
ajis02-1551	34	7	-	-	ADJ
ajis02-1551	34	8	stationary	stationary	ADJ
ajis02-1551	34	9	system	system	NOUN
ajis02-1551	34	10	;	;	PUNCT
ajis02-1551	34	11	almost	almost	ADV
ajis02-1551	34	12	all	all	PRON
ajis02-1551	34	13	attributes	attribute	NOUN
ajis02-1551	34	14	in	in	ADP
ajis02-1551	34	15	the	the	DET
ajis02-1551	34	16	bf	bf	NOUN
ajis02-1551	34	17	dataset	dataset	NOUN
ajis02-1551	34	18	are	be	AUX
ajis02-1551	34	19	subject	subject	ADJ
ajis02-1551	34	20	to	to	ADP
ajis02-1551	34	21	uncertain	uncertain	ADJ
ajis02-1551	34	22	time	time	NOUN
ajis02-1551	34	23	shifts	shift	NOUN
ajis02-1551	34	24	.	.	PUNCT
ajis02-1551	35	1	for	for	ADP
ajis02-1551	35	2	instance	instance	NOUN
ajis02-1551	35	3	,	,	PUNCT
ajis02-1551	35	4	domain	domain	NOUN
ajis02-1551	35	5	experts	expert	NOUN
ajis02-1551	35	6	explain	explain	VERB
ajis02-1551	35	7	that	that	SCONJ
ajis02-1551	35	8	newly	newly	ADV
ajis02-1551	35	9	produced	produce	VERB
ajis02-1551	35	10	molten	molten	ADJ
ajis02-1551	35	11	iron	iron	NOUN
ajis02-1551	35	12	may	may	AUX
ajis02-1551	35	13	require	require	VERB
ajis02-1551	35	14	one	one	NUM
ajis02-1551	35	15	to	to	ADP
ajis02-1551	35	16	two	two	NUM
ajis02-1551	35	17	hours	hour	NOUN
ajis02-1551	35	18	before	before	SCONJ
ajis02-1551	35	19	it	it	PRON
ajis02-1551	35	20	is	be	AUX
ajis02-1551	35	21	sufficiently	sufficiently	ADV
ajis02-1551	35	22	tapped	tap	VERB
ajis02-1551	35	23	out	out	ADP
ajis02-1551	35	24	of	of	ADP
ajis02-1551	35	25	the	the	DET
ajis02-1551	35	26	bf	bf	NOUN
ajis02-1551	35	27	.	.	PUNCT
ajis02-1551	36	1	other	other	ADJ
ajis02-1551	36	2	production	production	NOUN
ajis02-1551	36	3	related	relate	VERB
ajis02-1551	36	4	data	datum	NOUN
ajis02-1551	36	5	,	,	PUNCT
ajis02-1551	36	6	such	such	ADJ
ajis02-1551	36	7	as	as	ADP
ajis02-1551	36	8	the	the	DET
ajis02-1551	36	9	contents	content	NOUN
ajis02-1551	36	10	of	of	ADP
ajis02-1551	36	11	the	the	DET
ajis02-1551	36	12	exhaust	exhaust	NOUN
ajis02-1551	36	13	gases	gas	NOUN
ajis02-1551	36	14	,	,	PUNCT
ajis02-1551	36	15	metallurgy	metallurgy	NOUN
ajis02-1551	36	16	lab	lab	NOUN
ajis02-1551	36	17	test	test	NOUN
ajis02-1551	36	18	results	result	NOUN
ajis02-1551	36	19	and	and	CCONJ
ajis02-1551	36	20	the	the	DET
ajis02-1551	36	21	quantity	quantity	NOUN
ajis02-1551	36	22	of	of	ADP
ajis02-1551	36	23	materials	material	NOUN
ajis02-1551	36	24	fed	feed	VERB
ajis02-1551	36	25	from	from	ADP
ajis02-1551	36	26	the	the	DET
ajis02-1551	36	27	top	top	NOUN
ajis02-1551	36	28	of	of	ADP
ajis02-1551	36	29	the	the	DET
ajis02-1551	36	30	bf	bf	NOUN
ajis02-1551	36	31	,	,	PUNCT
ajis02-1551	36	32	are	be	AUX
ajis02-1551	36	33	generally	generally	ADV
ajis02-1551	36	34	acquired	acquire	VERB
ajis02-1551	36	35	at	at	ADP
ajis02-1551	36	36	a	a	DET
ajis02-1551	36	37	variety	variety	NOUN
ajis02-1551	36	38	of	of	ADP
ajis02-1551	36	39	sampling	sample	VERB
ajis02-1551	36	40	rates	rate	NOUN
ajis02-1551	36	41	,	,	PUNCT
ajis02-1551	36	42	such	such	ADJ
ajis02-1551	36	43	as	as	ADP
ajis02-1551	36	44	minutes	minute	NOUN
ajis02-1551	36	45	,	,	PUNCT
ajis02-1551	36	46	possibly	possibly	ADV
ajis02-1551	36	47	even	even	ADV
ajis02-1551	36	48	hour	hour	NOUN
ajis02-1551	36	49	or	or	CCONJ
ajis02-1551	36	50	up	up	ADV
ajis02-1551	36	51	to	to	PART
ajis02-1551	36	52	8	8	NUM
ajis02-1551	36	53	hours	hour	NOUN
ajis02-1551	36	54	in	in	ADP
ajis02-1551	36	55	relation	relation	NOUN
ajis02-1551	36	56	to	to	ADP
ajis02-1551	36	57	the	the	DET
ajis02-1551	36	58	actual	actual	ADJ
ajis02-1551	36	59	chemical	chemical	NOUN
ajis02-1551	36	60	and	and	CCONJ
ajis02-1551	36	61	metallurgical	metallurgical	ADJ
ajis02-1551	36	62	processes	process	NOUN
ajis02-1551	36	63	.	.	PUNCT
ajis02-1551	37	1	large	large	ADJ
ajis02-1551	37	2	variances	variance	NOUN
ajis02-1551	37	3	in	in	ADP
ajis02-1551	37	4	time	time	NOUN
ajis02-1551	37	5	shifts	shift	NOUN
ajis02-1551	37	6	between	between	ADP
ajis02-1551	37	7	these	these	DET
ajis02-1551	37	8	different	different	ADJ
ajis02-1551	37	9	attributes	attribute	NOUN
ajis02-1551	37	10	lead	lead	VERB
ajis02-1551	37	11	to	to	ADP
ajis02-1551	37	12	the	the	DET
ajis02-1551	37	13	temperature	temperature	NOUN
ajis02-1551	37	14	of	of	ADP
ajis02-1551	37	15	the	the	DET
ajis02-1551	37	16	actual	actual	ADJ
ajis02-1551	37	17	tapped	tap	VERB
ajis02-1551	37	18	iron	iron	NOUN
ajis02-1551	37	19	,	,	PUNCT
ajis02-1551	37	20	namely	namely	ADV
ajis02-1551	37	21	the	the	DET
ajis02-1551	37	22	hot	hot	ADJ
ajis02-1551	37	23	metal	metal	NOUN
ajis02-1551	37	24	temperature	temperature	NOUN
ajis02-1551	37	25	(	(	PUNCT
ajis02-1551	37	26	hmt	hmt	NOUN
ajis02-1551	37	27	)	)	PUNCT
ajis02-1551	37	28	,	,	PUNCT
ajis02-1551	37	29	being	be	AUX
ajis02-1551	37	30	contextually	contextually	ADV
ajis02-1551	37	31	related	relate	VERB
ajis02-1551	37	32	to	to	ADP
ajis02-1551	37	33	a	a	DET
ajis02-1551	37	34	range	range	NOUN
ajis02-1551	37	35	of	of	ADP
ajis02-1551	37	36	process	process	NOUN
ajis02-1551	37	37	attributes	attribute	NOUN
ajis02-1551	37	38	variously	variously	ADV
ajis02-1551	37	39	distributed	distribute	VERB
ajis02-1551	37	40	backwards	backwards	ADV
ajis02-1551	37	41	in	in	ADP
ajis02-1551	37	42	time	time	NOUN
ajis02-1551	37	43	.	.	PUNCT
ajis02-1551	38	1	various	various	ADJ
ajis02-1551	38	2	researchers	researcher	NOUN
ajis02-1551	38	3	have	have	AUX
ajis02-1551	38	4	previously	previously	ADV
ajis02-1551	38	5	attempted	attempt	VERB
ajis02-1551	38	6	to	to	PART
ajis02-1551	38	7	utilise	utilise	VERB
ajis02-1551	38	8	artificial	artificial	ADJ
ajis02-1551	38	9	neural	neural	ADJ
ajis02-1551	38	10	networks	network	NOUN
ajis02-1551	38	11	(	(	PUNCT
ajis02-1551	38	12	anns	anns	PROPN
ajis02-1551	38	13	)	)	PUNCT
ajis02-1551	38	14	,	,	PUNCT
ajis02-1551	38	15	because	because	SCONJ
ajis02-1551	38	16	of	of	ADP
ajis02-1551	38	17	their	their	PRON
ajis02-1551	38	18	computational	computational	ADJ
ajis02-1551	38	19	efficiency	efficiency	NOUN
ajis02-1551	38	20	and	and	CCONJ
ajis02-1551	38	21	little	little	ADJ
ajis02-1551	38	22	to	to	ADP
ajis02-1551	38	23	no	no	DET
ajis02-1551	38	24	requirement	requirement	NOUN
ajis02-1551	38	25	of	of	ADP
ajis02-1551	38	26	prior	prior	ADJ
ajis02-1551	38	27	domain	domain	NOUN
ajis02-1551	38	28	knowledge	knowledge	NOUN
ajis02-1551	38	29	(	(	PUNCT
ajis02-1551	38	30	rumelhart	rumelhart	NOUN
ajis02-1551	38	31	et	et	PROPN
ajis02-1551	38	32	al	al	PROPN
ajis02-1551	38	33	.	.	PROPN
ajis02-1551	38	34	1988	1988	NUM
ajis02-1551	38	35	)	)	PUNCT
ajis02-1551	38	36	,	,	PUNCT
ajis02-1551	38	37	for	for	ADP
ajis02-1551	38	38	modelling	model	VERB
ajis02-1551	38	39	the	the	DET
ajis02-1551	38	40	complex	complex	ADJ
ajis02-1551	38	41	inter	inter	ADJ
ajis02-1551	38	42	-	-	ADJ
ajis02-1551	38	43	variable	variable	ADJ
ajis02-1551	38	44	relationships	relationship	NOUN
ajis02-1551	38	45	,	,	PUNCT
ajis02-1551	38	46	such	such	ADJ
ajis02-1551	38	47	as	as	ADP
ajis02-1551	38	48	predicting	predict	VERB
ajis02-1551	38	49	the	the	DET
ajis02-1551	38	50	silicon	silicon	NOUN
ajis02-1551	38	51	content	content	NOUN
ajis02-1551	38	52	of	of	ADP
ajis02-1551	38	53	molten	molten	ADJ
ajis02-1551	38	54	iron	iron	NOUN
ajis02-1551	38	55	(	(	PUNCT
ajis02-1551	38	56	banks	bank	NOUN
ajis02-1551	38	57	1999	1999	NUM
ajis02-1551	38	58	,	,	PUNCT
ajis02-1551	38	59	sarma	sarma	PROPN
ajis02-1551	38	60	2000	2000	NUM
ajis02-1551	38	61	)	)	PUNCT
ajis02-1551	38	62	.	.	PUNCT
ajis02-1551	39	1	bhattacharjee	bhattacharjee	PROPN
ajis02-1551	39	2	et	et	PROPN
ajis02-1551	39	3	al	al	PROPN
ajis02-1551	39	4	.	.	PROPN
ajis02-1551	39	5	(	(	PUNCT
ajis02-1551	39	6	1999	1999	NUM
ajis02-1551	39	7	)	)	PUNCT
ajis02-1551	39	8	proposed	propose	VERB
ajis02-1551	39	9	traditional	traditional	ADJ
ajis02-1551	39	10	feed	feed	NOUN
ajis02-1551	39	11	-	-	PUNCT
ajis02-1551	39	12	forward	forward	NOUN
ajis02-1551	39	13	neural	neural	ADJ
ajis02-1551	39	14	networks	network	NOUN
ajis02-1551	39	15	to	to	PART
ajis02-1551	39	16	predict	predict	VERB
ajis02-1551	39	17	a	a	DET
ajis02-1551	39	18	number	number	NOUN
ajis02-1551	39	19	of	of	ADP
ajis02-1551	39	20	quality	quality	NOUN
ajis02-1551	39	21	parameters	parameter	NOUN
ajis02-1551	39	22	of	of	ADP
ajis02-1551	39	23	the	the	DET
ajis02-1551	39	24	molten	molten	ADJ
ajis02-1551	39	25	iron	iron	NOUN
ajis02-1551	39	26	,	,	PUNCT
ajis02-1551	39	27	including	include	VERB
ajis02-1551	39	28	a	a	DET
ajis02-1551	39	29	categorised	categorise	VERB
ajis02-1551	39	30	hmt	hmt	NOUN
ajis02-1551	39	31	.	.	PUNCT
ajis02-1551	40	1	this	this	DET
ajis02-1551	40	2	work	work	NOUN
ajis02-1551	40	3	indicated	indicate	VERB
ajis02-1551	40	4	that	that	SCONJ
ajis02-1551	40	5	the	the	DET
ajis02-1551	40	6	various	various	ADJ
ajis02-1551	40	7	multi	multi	ADJ
ajis02-1551	40	8	-	-	ADJ
ajis02-1551	40	9	layer	layer	ADJ
ajis02-1551	40	10	perception	perception	NOUN
ajis02-1551	40	11	networks	network	NOUN
ajis02-1551	40	12	were	be	AUX
ajis02-1551	40	13	able	able	ADJ
ajis02-1551	40	14	to	to	PART
ajis02-1551	40	15	predict	predict	VERB
ajis02-1551	40	16	daily	daily	ADJ
ajis02-1551	40	17	hmt	hmt	NOUN
ajis02-1551	40	18	trends	trend	NOUN
ajis02-1551	40	19	utilizing	utilize	VERB
ajis02-1551	40	20	only	only	ADV
ajis02-1551	40	21	15	15	NUM
ajis02-1551	40	22	inputs	input	NOUN
ajis02-1551	40	23	from	from	ADP
ajis02-1551	40	24	the	the	DET
ajis02-1551	40	25	blast	blast	NOUN
ajis02-1551	40	26	furnace	furnace	NOUN
ajis02-1551	40	27	.	.	PUNCT
ajis02-1551	41	1	the	the	DET
ajis02-1551	41	2	extreme	extreme	ADJ
ajis02-1551	41	3	learning	learning	NOUN
ajis02-1551	41	4	machine	machine	NOUN
ajis02-1551	41	5	(	(	PUNCT
ajis02-1551	41	6	elm	elm	NOUN
ajis02-1551	41	7	)	)	PUNCT
ajis02-1551	41	8	algorithm	algorithm	NOUN
ajis02-1551	41	9	was	be	AUX
ajis02-1551	41	10	also	also	ADV
ajis02-1551	41	11	used	use	VERB
ajis02-1551	41	12	for	for	ADP
ajis02-1551	41	13	generating	generate	VERB
ajis02-1551	41	14	dynamic	dynamic	ADJ
ajis02-1551	41	15	modelling	modelling	NOUN
ajis02-1551	41	16	for	for	ADP
ajis02-1551	41	17	a	a	DET
ajis02-1551	41	18	predictive	predictive	ADJ
ajis02-1551	41	19	model	model	NOUN
ajis02-1551	41	20	that	that	PRON
ajis02-1551	41	21	targeted	target	VERB
ajis02-1551	41	22	the	the	DET
ajis02-1551	41	23	silicon	silicon	NOUN
ajis02-1551	41	24	content	content	NOUN
ajis02-1551	41	25	level	level	NOUN
ajis02-1551	41	26	in	in	ADP
ajis02-1551	41	27	the	the	DET
ajis02-1551	41	28	molten	molten	ADJ
ajis02-1551	41	29	iron	iron	NOUN
ajis02-1551	41	30	(	(	PUNCT
ajis02-1551	41	31	zhou	zhou	X
ajis02-1551	41	32	et	et	PROPN
ajis02-1551	41	33	al	al	PROPN
ajis02-1551	41	34	.	.	PROPN
ajis02-1551	41	35	2015	2015	NUM
ajis02-1551	41	36	)	)	PUNCT
ajis02-1551	41	37	.	.	PUNCT
ajis02-1551	42	1	in	in	ADP
ajis02-1551	42	2	addition	addition	NOUN
ajis02-1551	42	3	to	to	ADP
ajis02-1551	42	4	ann	ann	PROPN
ajis02-1551	42	5	algorithms	algorithms	PROPN
ajis02-1551	42	6	,	,	PUNCT
ajis02-1551	42	7	other	other	ADJ
ajis02-1551	42	8	techniques	technique	NOUN
ajis02-1551	42	9	have	have	AUX
ajis02-1551	42	10	also	also	ADV
ajis02-1551	42	11	been	be	AUX
ajis02-1551	42	12	evaluated	evaluate	VERB
ajis02-1551	42	13	in	in	ADP
ajis02-1551	42	14	the	the	DET
ajis02-1551	42	15	iron	iron	NOUN
ajis02-1551	42	16	-	-	PUNCT
ajis02-1551	42	17	making	make	VERB
ajis02-1551	42	18	industry	industry	NOUN
ajis02-1551	42	19	for	for	ADP
ajis02-1551	42	20	various	various	ADJ
ajis02-1551	42	21	purposes	purpose	NOUN
ajis02-1551	42	22	.	.	PUNCT
ajis02-1551	43	1	kommenda	kommenda	PROPN
ajis02-1551	43	2	et	et	PROPN
ajis02-1551	43	3	al	al	PROPN
ajis02-1551	43	4	.	.	PROPN
ajis02-1551	44	1	(	(	PUNCT
ajis02-1551	44	2	2011	2011	NUM
ajis02-1551	44	3	)	)	PUNCT
ajis02-1551	44	4	used	use	VERB
ajis02-1551	44	5	an	an	DET
ajis02-1551	44	6	unguided	unguided	ADJ
ajis02-1551	44	7	symbolic	symbolic	ADJ
ajis02-1551	44	8	regression	regression	NOUN
ajis02-1551	44	9	approach	approach	NOUN
ajis02-1551	44	10	for	for	ADP
ajis02-1551	44	11	variable	variable	ADJ
ajis02-1551	44	12	selection	selection	NOUN
ajis02-1551	44	13	and	and	CCONJ
ajis02-1551	44	14	knowledge	knowledge	NOUN
ajis02-1551	44	15	extraction	extraction	NOUN
ajis02-1551	44	16	from	from	ADP
ajis02-1551	44	17	bf	bf	NOUN
ajis02-1551	44	18	dataset	dataset	NOUN
ajis02-1551	44	19	.	.	PUNCT
ajis02-1551	45	1	in	in	ADP
ajis02-1551	45	2	this	this	DET
ajis02-1551	45	3	work	work	NOUN
ajis02-1551	45	4	,	,	PUNCT
ajis02-1551	45	5	genetic	genetic	ADJ
ajis02-1551	45	6	programming	programming	NOUN
ajis02-1551	45	7	(	(	PUNCT
ajis02-1551	45	8	gp	gp	NOUN
ajis02-1551	45	9	)	)	PUNCT
ajis02-1551	45	10	(	(	PUNCT
ajis02-1551	45	11	koza	koza	PROPN
ajis02-1551	45	12	1992	1992	NUM
ajis02-1551	45	13	)	)	PUNCT
ajis02-1551	45	14	was	be	AUX
ajis02-1551	45	15	executed	execute	VERB
ajis02-1551	45	16	multiple	multiple	ADJ
ajis02-1551	45	17	times	time	NOUN
ajis02-1551	45	18	for	for	ADP
ajis02-1551	45	19	reducing	reduce	VERB
ajis02-1551	45	20	the	the	DET
ajis02-1551	45	21	stochastic	stochastic	ADJ
ajis02-1551	45	22	effects	effect	NOUN
ajis02-1551	45	23	and	and	CCONJ
ajis02-1551	45	24	for	for	ADP
ajis02-1551	45	25	identifying	identify	VERB
ajis02-1551	45	26	important	important	ADJ
ajis02-1551	45	27	variables	variable	NOUN
ajis02-1551	45	28	through	through	ADP
ajis02-1551	45	29	a	a	DET
ajis02-1551	45	30	variable	variable	ADJ
ajis02-1551	45	31	interaction	interaction	NOUN
ajis02-1551	45	32	network	network	NOUN
ajis02-1551	45	33	.	.	PUNCT
ajis02-1551	46	1	in	in	ADP
ajis02-1551	46	2	a	a	DET
ajis02-1551	46	3	recent	recent	ADJ
ajis02-1551	46	4	work	work	NOUN
ajis02-1551	46	5	proposed	propose	VERB
ajis02-1551	46	6	by	by	ADP
ajis02-1551	46	7	harvey	harvey	NOUN
ajis02-1551	46	8	and	and	CCONJ
ajis02-1551	46	9	gheribi	gheribi	NOUN
ajis02-1551	46	10	(	(	PUNCT
ajis02-1551	46	11	2014	2014	NUM
ajis02-1551	46	12	)	)	PUNCT
ajis02-1551	46	13	,	,	PUNCT
ajis02-1551	46	14	a	a	DET
ajis02-1551	46	15	direct	direct	ADJ
ajis02-1551	46	16	search	search	NOUN
ajis02-1551	46	17	algorithm	algorithm	NOUN
ajis02-1551	46	18	called	call	VERB
ajis02-1551	46	19	mads	mad	NOUN
ajis02-1551	46	20	was	be	AUX
ajis02-1551	46	21	combined	combine	VERB
ajis02-1551	46	22	with	with	ADP
ajis02-1551	46	23	the	the	DET
ajis02-1551	46	24	classical	classical	ADJ
ajis02-1551	46	25	thermodynamics	thermodynamic	NOUN
ajis02-1551	46	26	modelling	modelling	NOUN
ajis02-1551	46	27	of	of	ADP
ajis02-1551	46	28	for	for	ADP
ajis02-1551	46	29	optimising	optimise	VERB
ajis02-1551	46	30	the	the	DET
ajis02-1551	46	31	process	process	NOUN
ajis02-1551	46	32	parameters	parameter	NOUN
ajis02-1551	46	33	of	of	ADP
ajis02-1551	46	34	a	a	DET
ajis02-1551	46	35	bf	bf	NOUN
ajis02-1551	46	36	.	.	PUNCT
ajis02-1551	47	1	promising	promise	VERB
ajis02-1551	47	2	outcomes	outcome	NOUN
ajis02-1551	47	3	were	be	AUX
ajis02-1551	47	4	produced	produce	VERB
ajis02-1551	47	5	in	in	ADP
ajis02-1551	47	6	the	the	DET
ajis02-1551	47	7	bf	bf	NOUN
ajis02-1551	47	8	simulation	simulation	NOUN
ajis02-1551	47	9	,	,	PUNCT
ajis02-1551	47	10	and	and	CCONJ
ajis02-1551	47	11	the	the	DET
ajis02-1551	47	12	model	model	NOUN
ajis02-1551	47	13	indicated	indicate	VERB
ajis02-1551	47	14	improved	improved	ADJ
ajis02-1551	47	15	precision	precision	NOUN
ajis02-1551	47	16	in	in	ADP
ajis02-1551	47	17	subsequent	subsequent	ADJ
ajis02-1551	47	18	quantitative	quantitative	ADJ
ajis02-1551	47	19	analytic	analytic	ADJ
ajis02-1551	47	20	task	task	NOUN
ajis02-1551	47	21	,	,	PUNCT
ajis02-1551	47	22	such	such	ADJ
ajis02-1551	47	23	as	as	ADP
ajis02-1551	47	24	the	the	DET
ajis02-1551	47	25	degradation	degradation	NOUN
ajis02-1551	47	26	of	of	ADP
ajis02-1551	47	27	the	the	DET
ajis02-1551	47	28	bf	bf	NOUN
ajis02-1551	47	29	refractory	refractory	NOUN
ajis02-1551	47	30	materials	material	NOUN
ajis02-1551	47	31	and	and	CCONJ
ajis02-1551	47	32	liquid	liquid	ADJ
ajis02-1551	47	33	metal	metal	NOUN
ajis02-1551	47	34	quality	quality	NOUN
ajis02-1551	47	35	control	control	NOUN
ajis02-1551	47	36	.	.	PUNCT
ajis02-1551	48	1	a	a	DET
ajis02-1551	48	2	kalman	kalman	NOUN
ajis02-1551	48	3	filter	filter	NOUN
ajis02-1551	48	4	and	and	CCONJ
ajis02-1551	48	5	minimum	minimum	ADJ
ajis02-1551	48	6	description	description	NOUN
ajis02-1551	48	7	length	length	NOUN
ajis02-1551	48	8	(	(	PUNCT
ajis02-1551	48	9	mdl	mdl	NOUN
ajis02-1551	48	10	)	)	PUNCT
ajis02-1551	48	11	algorithm	algorithm	NOUN
ajis02-1551	48	12	was	be	AUX
ajis02-1551	48	13	also	also	ADV
ajis02-1551	48	14	employed	employ	VERB
ajis02-1551	48	15	by	by	ADP
ajis02-1551	48	16	waller	waller	PROPN
ajis02-1551	48	17	et	et	PROPN
ajis02-1551	48	18	al	al	PROPN
ajis02-1551	48	19	.	.	PROPN
ajis02-1551	49	1	in	in	ADP
ajis02-1551	49	2	a	a	DET
ajis02-1551	49	3	australasian	australasian	ADJ
ajis02-1551	49	4	journal	journal	NOUN
ajis02-1551	49	5	of	of	ADP
ajis02-1551	49	6	information	information	NOUN
ajis02-1551	49	7	systems	systems	PROPN
ajis02-1551	49	8	sun	sun	PROPN
ajis02-1551	49	9	&	&	CCONJ
ajis02-1551	49	10	stirling	stirling	PROPN
ajis02-1551	49	11	2017	2017	NUM
ajis02-1551	49	12	,	,	PUNCT
ajis02-1551	49	13	vol	vol	NOUN
ajis02-1551	49	14	21	21	NUM
ajis02-1551	49	15	,	,	PUNCT
ajis02-1551	49	16	selected	select	VERB
ajis02-1551	49	17	papers	paper	NOUN
ajis02-1551	49	18	from	from	ADP
ajis02-1551	49	19	ausdm	ausdm	PROPN
ajis02-1551	49	20	event	event	NOUN
ajis02-1551	49	21	group	group	NOUN
ajis02-1551	49	22	based	base	VERB
ajis02-1551	49	23	classification	classification	NOUN
ajis02-1551	49	24	framework	framework	NOUN
ajis02-1551	49	25	4	4	NUM
ajis02-1551	49	26	series	series	NOUN
ajis02-1551	49	27	of	of	ADP
ajis02-1551	49	28	works	work	NOUN
ajis02-1551	49	29	(	(	PUNCT
ajis02-1551	49	30	2000	2000	NUM
ajis02-1551	49	31	,	,	PUNCT
ajis02-1551	49	32	2002	2002	NUM
ajis02-1551	49	33	)	)	PUNCT
ajis02-1551	49	34	,	,	PUNCT
ajis02-1551	49	35	in	in	ADP
ajis02-1551	49	36	order	order	NOUN
ajis02-1551	49	37	to	to	PART
ajis02-1551	49	38	improve	improve	VERB
ajis02-1551	49	39	the	the	DET
ajis02-1551	49	40	linear	linear	ADJ
ajis02-1551	49	41	arma	arma	NOUN
ajis02-1551	49	42	and	and	CCONJ
ajis02-1551	49	43	fir	fir	NOUN
ajis02-1551	49	44	models	model	NOUN
ajis02-1551	49	45	for	for	ADP
ajis02-1551	49	46	predicting	predict	VERB
ajis02-1551	49	47	the	the	DET
ajis02-1551	49	48	silicon	silicon	NOUN
ajis02-1551	49	49	content	content	NOUN
ajis02-1551	49	50	in	in	ADP
ajis02-1551	49	51	the	the	DET
ajis02-1551	49	52	hot	hot	ADJ
ajis02-1551	49	53	metal	metal	NOUN
ajis02-1551	49	54	produced	produce	VERB
ajis02-1551	49	55	by	by	ADP
ajis02-1551	49	56	a	a	DET
ajis02-1551	49	57	bf	bf	NOUN
ajis02-1551	49	58	.	.	PUNCT
ajis02-1551	49	59	in	in	ADP
ajis02-1551	49	60	considering	consider	VERB
ajis02-1551	49	61	general	general	ADJ
ajis02-1551	49	62	tsdm	tsdm	NOUN
ajis02-1551	49	63	work	work	NOUN
ajis02-1551	49	64	,	,	PUNCT
ajis02-1551	49	65	much	much	ADJ
ajis02-1551	49	66	of	of	ADP
ajis02-1551	49	67	the	the	DET
ajis02-1551	49	68	assessed	assessed	ADJ
ajis02-1551	49	69	research	research	NOUN
ajis02-1551	49	70	focuses	focus	VERB
ajis02-1551	49	71	on	on	ADP
ajis02-1551	49	72	producing	produce	VERB
ajis02-1551	49	73	appropriate	appropriate	ADJ
ajis02-1551	49	74	time	time	NOUN
ajis02-1551	49	75	series	series	NOUN
ajis02-1551	49	76	(	(	PUNCT
ajis02-1551	49	77	ts	ts	NOUN
ajis02-1551	49	78	)	)	PUNCT
ajis02-1551	49	79	representations	representation	NOUN
ajis02-1551	49	80	in	in	ADP
ajis02-1551	49	81	order	order	NOUN
ajis02-1551	49	82	to	to	PART
ajis02-1551	49	83	retain	retain	VERB
ajis02-1551	49	84	the	the	DET
ajis02-1551	49	85	order	order	NOUN
ajis02-1551	49	86	of	of	ADP
ajis02-1551	49	87	the	the	DET
ajis02-1551	49	88	data	datum	NOUN
ajis02-1551	49	89	.	.	PUNCT
ajis02-1551	50	1	however	however	ADV
ajis02-1551	50	2	,	,	PUNCT
ajis02-1551	50	3	these	these	DET
ajis02-1551	50	4	representations	representation	NOUN
ajis02-1551	50	5	,	,	PUNCT
ajis02-1551	50	6	considered	consider	VERB
ajis02-1551	50	7	as	as	ADP
ajis02-1551	50	8	ts	ts	ADP
ajis02-1551	50	9	features	feature	NOUN
ajis02-1551	50	10	,	,	PUNCT
ajis02-1551	50	11	are	be	AUX
ajis02-1551	50	12	further	far	ADV
ajis02-1551	50	13	analysed	analyse	VERB
ajis02-1551	50	14	by	by	ADP
ajis02-1551	50	15	a	a	DET
ajis02-1551	50	16	limited	limited	ADJ
ajis02-1551	50	17	number	number	NOUN
ajis02-1551	50	18	of	of	ADP
ajis02-1551	50	19	simpler	simple	ADJ
ajis02-1551	50	20	methods	method	NOUN
ajis02-1551	50	21	.	.	PUNCT
ajis02-1551	51	1	some	some	DET
ajis02-1551	51	2	tsdm	tsdm	NOUN
ajis02-1551	51	3	approaches	approach	NOUN
ajis02-1551	51	4	rely	rely	VERB
ajis02-1551	51	5	on	on	ADP
ajis02-1551	51	6	the	the	DET
ajis02-1551	51	7	indexability	indexability	NOUN
ajis02-1551	51	8	of	of	ADP
ajis02-1551	51	9	their	their	PRON
ajis02-1551	51	10	features	feature	NOUN
ajis02-1551	51	11	(	(	PUNCT
ajis02-1551	51	12	shieh	shieh	NOUN
ajis02-1551	51	13	and	and	CCONJ
ajis02-1551	51	14	keogh	keogh	PROPN
ajis02-1551	51	15	2008	2008	NUM
ajis02-1551	51	16	,	,	PUNCT
ajis02-1551	51	17	agrawal	agrawal	PROPN
ajis02-1551	51	18	et	et	PROPN
ajis02-1551	51	19	al	al	PROPN
ajis02-1551	51	20	.	.	PROPN
ajis02-1551	51	21	1993	1993	NUM
ajis02-1551	51	22	)	)	PUNCT
ajis02-1551	51	23	,	,	PUNCT
ajis02-1551	51	24	whereas	whereas	SCONJ
ajis02-1551	51	25	others	other	NOUN
ajis02-1551	51	26	focused	focus	VERB
ajis02-1551	51	27	on	on	ADP
ajis02-1551	51	28	similarity	similarity	NOUN
ajis02-1551	51	29	based	base	VERB
ajis02-1551	51	30	features	feature	NOUN
ajis02-1551	51	31	(	(	PUNCT
ajis02-1551	51	32	möllerlevet	möllerlevet	NOUN
ajis02-1551	51	33	et	et	PROPN
ajis02-1551	51	34	al	al	PROPN
ajis02-1551	51	35	.	.	PROPN
ajis02-1551	51	36	2003	2003	NUM
ajis02-1551	51	37	,	,	PUNCT
ajis02-1551	51	38	morrill	morrill	NOUN
ajis02-1551	51	39	1998	1998	NUM
ajis02-1551	51	40	)	)	PUNCT
ajis02-1551	51	41	.	.	PUNCT
ajis02-1551	52	1	beyond	beyond	ADP
ajis02-1551	52	2	the	the	DET
ajis02-1551	52	3	level	level	NOUN
ajis02-1551	52	4	of	of	ADP
ajis02-1551	52	5	representations	representation	NOUN
ajis02-1551	52	6	,	,	PUNCT
ajis02-1551	52	7	orders	order	NOUN
ajis02-1551	52	8	among	among	ADP
ajis02-1551	52	9	nominal	nominal	ADJ
ajis02-1551	52	10	features	feature	NOUN
ajis02-1551	52	11	can	can	AUX
ajis02-1551	52	12	be	be	AUX
ajis02-1551	52	13	represented	represent	VERB
ajis02-1551	52	14	by	by	ADP
ajis02-1551	52	15	allen	allen	PROPN
ajis02-1551	52	16	’s	’s	PROPN
ajis02-1551	52	17	interval	interval	NOUN
ajis02-1551	52	18	algebra	algebra	PROPN
ajis02-1551	52	19	(	(	PUNCT
ajis02-1551	52	20	allen	allen	PROPN
ajis02-1551	52	21	1983	1983	NUM
ajis02-1551	52	22	)	)	PUNCT
ajis02-1551	52	23	,	,	PUNCT
ajis02-1551	52	24	in	in	ADP
ajis02-1551	52	25	which	which	PRON
ajis02-1551	52	26	13	13	NUM
ajis02-1551	52	27	basic	basic	ADJ
ajis02-1551	52	28	relations	relation	NOUN
ajis02-1551	52	29	between	between	ADP
ajis02-1551	52	30	two	two	NUM
ajis02-1551	52	31	intervals	interval	NOUN
ajis02-1551	52	32	are	be	AUX
ajis02-1551	52	33	defined	define	VERB
ajis02-1551	52	34	,	,	PUNCT
ajis02-1551	52	35	or	or	CCONJ
ajis02-1551	52	36	various	various	ADJ
ajis02-1551	52	37	extensions	extension	NOUN
ajis02-1551	52	38	of	of	ADP
ajis02-1551	52	39	allen	allen	PROPN
ajis02-1551	52	40	’s	’s	PROPN
ajis02-1551	52	41	definition	definition	NOUN
ajis02-1551	52	42	(	(	PUNCT
ajis02-1551	52	43	freksa	freksa	NOUN
ajis02-1551	52	44	1992	1992	NUM
ajis02-1551	52	45	,	,	PUNCT
ajis02-1551	52	46	roddick	roddick	PROPN
ajis02-1551	52	47	&	&	CCONJ
ajis02-1551	52	48	mooney	mooney	PROPN
ajis02-1551	52	49	2005	2005	NUM
ajis02-1551	52	50	)	)	PUNCT
ajis02-1551	52	51	.	.	PUNCT
ajis02-1551	53	1	however	however	ADV
ajis02-1551	53	2	,	,	PUNCT
ajis02-1551	53	3	with	with	ADP
ajis02-1551	53	4	numerous	numerous	ADJ
ajis02-1551	53	5	potential	potential	ADJ
ajis02-1551	53	6	ordering	ordering	NOUN
ajis02-1551	53	7	types	type	NOUN
ajis02-1551	53	8	between	between	ADP
ajis02-1551	53	9	intervals	interval	NOUN
ajis02-1551	53	10	,	,	PUNCT
ajis02-1551	53	11	the	the	DET
ajis02-1551	53	12	problem	problem	NOUN
ajis02-1551	53	13	becomes	become	VERB
ajis02-1551	53	14	significantly	significantly	ADV
ajis02-1551	53	15	more	more	ADV
ajis02-1551	53	16	complex	complex	ADJ
ajis02-1551	53	17	in	in	ADP
ajis02-1551	53	18	a	a	DET
ajis02-1551	53	19	real	real	ADJ
ajis02-1551	53	20	time	time	NOUN
ajis02-1551	53	21	series	series	NOUN
ajis02-1551	53	22	dataset	dataset	VERB
ajis02-1551	53	23	with	with	ADP
ajis02-1551	53	24	tens	ten	NOUN
ajis02-1551	53	25	or	or	CCONJ
ajis02-1551	53	26	hundreds	hundred	NOUN
ajis02-1551	53	27	of	of	ADP
ajis02-1551	53	28	representative	representative	ADJ
ajis02-1551	53	29	features	feature	NOUN
ajis02-1551	53	30	.	.	PUNCT
ajis02-1551	54	1	inference	inference	NOUN
ajis02-1551	54	2	of	of	ADP
ajis02-1551	54	3	the	the	DET
ajis02-1551	54	4	cause	cause	NOUN
ajis02-1551	54	5	-	-	PUNCT
ajis02-1551	54	6	effect	effect	NOUN
ajis02-1551	54	7	relationships	relationship	NOUN
ajis02-1551	54	8	is	be	AUX
ajis02-1551	54	9	commonly	commonly	ADV
ajis02-1551	54	10	based	base	VERB
ajis02-1551	54	11	on	on	ADP
ajis02-1551	54	12	the	the	DET
ajis02-1551	54	13	granger	granger	PROPN
ajis02-1551	54	14	causality	causality	NOUN
ajis02-1551	54	15	(	(	PUNCT
ajis02-1551	54	16	granger	granger	PROPN
ajis02-1551	54	17	1969	1969	NUM
ajis02-1551	54	18	,	,	PUNCT
ajis02-1551	54	19	1980	1980	NUM
ajis02-1551	54	20	)	)	PUNCT
ajis02-1551	54	21	,	,	PUNCT
ajis02-1551	54	22	which	which	PRON
ajis02-1551	54	23	evokes	evoke	VERB
ajis02-1551	54	24	two	two	NUM
ajis02-1551	54	25	fundamental	fundamental	ADJ
ajis02-1551	54	26	principles	principle	NOUN
ajis02-1551	54	27	:	:	PUNCT
ajis02-1551	54	28	(	(	PUNCT
ajis02-1551	54	29	1	1	X
ajis02-1551	54	30	)	)	PUNCT
ajis02-1551	54	31	the	the	DET
ajis02-1551	54	32	effect	effect	NOUN
ajis02-1551	54	33	does	do	AUX
ajis02-1551	54	34	not	not	PART
ajis02-1551	54	35	precede	precede	VERB
ajis02-1551	54	36	its	its	PRON
ajis02-1551	54	37	cause	cause	NOUN
ajis02-1551	54	38	in	in	ADP
ajis02-1551	54	39	time	time	NOUN
ajis02-1551	54	40	;	;	PUNCT
ajis02-1551	54	41	(	(	PUNCT
ajis02-1551	54	42	2	2	X
ajis02-1551	54	43	)	)	PUNCT
ajis02-1551	54	44	the	the	DET
ajis02-1551	54	45	casual	casual	ADJ
ajis02-1551	54	46	series	series	NOUN
ajis02-1551	54	47	contains	contain	VERB
ajis02-1551	54	48	unique	unique	ADJ
ajis02-1551	54	49	information	information	NOUN
ajis02-1551	54	50	about	about	ADP
ajis02-1551	54	51	the	the	DET
ajis02-1551	54	52	series	series	NOUN
ajis02-1551	54	53	being	be	AUX
ajis02-1551	54	54	caused	cause	VERB
ajis02-1551	54	55	that	that	PRON
ajis02-1551	54	56	is	be	AUX
ajis02-1551	54	57	not	not	PART
ajis02-1551	54	58	available	available	ADJ
ajis02-1551	54	59	otherwise	otherwise	ADV
ajis02-1551	54	60	.	.	PUNCT
ajis02-1551	55	1	although	although	SCONJ
ajis02-1551	55	2	granger	granger	PROPN
ajis02-1551	55	3	causality	causality	PROPN
ajis02-1551	55	4	was	be	AUX
ajis02-1551	55	5	initially	initially	ADV
ajis02-1551	55	6	proposed	propose	VERB
ajis02-1551	55	7	for	for	ADP
ajis02-1551	55	8	solving	solve	VERB
ajis02-1551	55	9	economics	economic	NOUN
ajis02-1551	55	10	problems	problem	NOUN
ajis02-1551	55	11	,	,	PUNCT
ajis02-1551	55	12	it	it	PRON
ajis02-1551	55	13	has	have	AUX
ajis02-1551	55	14	been	be	AUX
ajis02-1551	55	15	widely	widely	ADV
ajis02-1551	55	16	utilized	utilize	VERB
ajis02-1551	55	17	for	for	ADP
ajis02-1551	55	18	mining	mining	NOUN
ajis02-1551	55	19	time	time	NOUN
ajis02-1551	55	20	series	series	PROPN
ajis02-1551	55	21	data	data	PROPN
ajis02-1551	55	22	.	.	PUNCT
ajis02-1551	56	1	qiu	qiu	PROPN
ajis02-1551	56	2	et	et	PROPN
ajis02-1551	56	3	al	al	PROPN
ajis02-1551	56	4	.	.	PROPN
ajis02-1551	57	1	(	(	PUNCT
ajis02-1551	57	2	2012	2012	NUM
ajis02-1551	57	3	)	)	PUNCT
ajis02-1551	57	4	used	use	VERB
ajis02-1551	57	5	granger	granger	NOUN
ajis02-1551	57	6	graphical	graphical	ADJ
ajis02-1551	57	7	models	model	NOUN
ajis02-1551	57	8	to	to	PART
ajis02-1551	57	9	compute	compute	VERB
ajis02-1551	57	10	the	the	DET
ajis02-1551	57	11	correlation	correlation	NOUN
ajis02-1551	57	12	anomaly	anomaly	NOUN
ajis02-1551	57	13	of	of	ADP
ajis02-1551	57	14	each	each	DET
ajis02-1551	57	15	variable	variable	NOUN
ajis02-1551	57	16	in	in	ADP
ajis02-1551	57	17	various	various	ADJ
ajis02-1551	57	18	industrial	industrial	ADJ
ajis02-1551	57	19	time	time	NOUN
ajis02-1551	57	20	series	series	PROPN
ajis02-1551	57	21	.	.	PUNCT
ajis02-1551	58	1	mohammad	mohammad	PROPN
ajis02-1551	58	2	and	and	CCONJ
ajis02-1551	58	3	nishida	nishida	PROPN
ajis02-1551	58	4	(	(	PUNCT
ajis02-1551	58	5	2012	2012	NUM
ajis02-1551	58	6	)	)	PUNCT
ajis02-1551	58	7	utilised	utilise	VERB
ajis02-1551	58	8	the	the	DET
ajis02-1551	58	9	granger	granger	PROPN
ajis02-1551	58	10	causality	causality	NOUN
ajis02-1551	58	11	for	for	ADP
ajis02-1551	58	12	discovering	discover	VERB
ajis02-1551	58	13	the	the	DET
ajis02-1551	58	14	casual	casual	ADJ
ajis02-1551	58	15	structure	structure	NOUN
ajis02-1551	58	16	of	of	ADP
ajis02-1551	58	17	interesting	interesting	ADJ
ajis02-1551	58	18	recurring	recur	VERB
ajis02-1551	58	19	events	event	NOUN
ajis02-1551	58	20	in	in	ADP
ajis02-1551	58	21	multi	multi	ADJ
ajis02-1551	58	22	-	-	ADJ
ajis02-1551	58	23	dimensional	dimensional	ADJ
ajis02-1551	58	24	time	time	NOUN
ajis02-1551	58	25	series	series	NOUN
ajis02-1551	58	26	data	data	PROPN
ajis02-1551	58	27	.	.	PUNCT
ajis02-1551	59	1	the	the	DET
ajis02-1551	59	2	same	same	ADJ
ajis02-1551	59	3	method	method	NOUN
ajis02-1551	59	4	was	be	AUX
ajis02-1551	59	5	also	also	ADV
ajis02-1551	59	6	used	use	VERB
ajis02-1551	59	7	for	for	ADP
ajis02-1551	59	8	determining	determine	VERB
ajis02-1551	59	9	the	the	DET
ajis02-1551	59	10	size	size	NOUN
ajis02-1551	59	11	of	of	ADP
ajis02-1551	59	12	sliding	slide	VERB
ajis02-1551	59	13	windows	window	NOUN
ajis02-1551	59	14	and	and	CCONJ
ajis02-1551	59	15	feature	feature	NOUN
ajis02-1551	59	16	selection	selection	NOUN
ajis02-1551	59	17	in	in	ADP
ajis02-1551	59	18	multivariate	multivariate	NOUN
ajis02-1551	59	19	time	time	NOUN
ajis02-1551	59	20	series	series	NOUN
ajis02-1551	59	21	with	with	ADP
ajis02-1551	59	22	lagged	lag	VERB
ajis02-1551	59	23	values	value	NOUN
ajis02-1551	59	24	(	(	PUNCT
ajis02-1551	59	25	sun	sun	PROPN
ajis02-1551	59	26	et	et	PROPN
ajis02-1551	59	27	al	al	PROPN
ajis02-1551	59	28	.	.	PROPN
ajis02-1551	59	29	2015	2015	NUM
ajis02-1551	59	30	)	)	PUNCT
ajis02-1551	59	31	.	.	PUNCT
ajis02-1551	60	1	episode	episode	PROPN
ajis02-1551	60	2	mining	mining	NOUN
ajis02-1551	60	3	(	(	PUNCT
ajis02-1551	60	4	mannila	mannila	PROPN
ajis02-1551	60	5	et	et	PROPN
ajis02-1551	60	6	al	al	PROPN
ajis02-1551	60	7	.	.	PROPN
ajis02-1551	60	8	1995	1995	NUM
ajis02-1551	60	9	)	)	PUNCT
ajis02-1551	60	10	is	be	AUX
ajis02-1551	60	11	a	a	DET
ajis02-1551	60	12	specialised	specialised	ADJ
ajis02-1551	60	13	approach	approach	NOUN
ajis02-1551	60	14	for	for	ADP
ajis02-1551	60	15	analysing	analyse	VERB
ajis02-1551	60	16	temporal	temporal	ADJ
ajis02-1551	60	17	event	event	NOUN
ajis02-1551	60	18	data	datum	NOUN
ajis02-1551	60	19	with	with	ADP
ajis02-1551	60	20	numerous	numerous	ADJ
ajis02-1551	60	21	event	event	NOUN
ajis02-1551	60	22	combinations	combination	NOUN
ajis02-1551	60	23	that	that	PRON
ajis02-1551	60	24	occur	occur	VERB
ajis02-1551	60	25	within	within	ADP
ajis02-1551	60	26	a	a	DET
ajis02-1551	60	27	given	give	VERB
ajis02-1551	60	28	window	window	NOUN
ajis02-1551	60	29	.	.	PUNCT
ajis02-1551	61	1	this	this	DET
ajis02-1551	61	2	technique	technique	NOUN
ajis02-1551	61	3	can	can	AUX
ajis02-1551	61	4	be	be	AUX
ajis02-1551	61	5	extended	extend	VERB
ajis02-1551	61	6	to	to	ADP
ajis02-1551	61	7	general	general	ADJ
ajis02-1551	61	8	time	time	NOUN
ajis02-1551	61	9	series	series	PROPN
ajis02-1551	61	10	data	data	PROPN
ajis02-1551	61	11	if	if	SCONJ
ajis02-1551	61	12	nominal	nominal	ADJ
ajis02-1551	61	13	ts	ts	ADP
ajis02-1551	61	14	features	feature	NOUN
ajis02-1551	61	15	are	be	AUX
ajis02-1551	61	16	defined	define	VERB
ajis02-1551	61	17	as	as	ADP
ajis02-1551	61	18	events	event	NOUN
ajis02-1551	61	19	.	.	PUNCT
ajis02-1551	62	1	the	the	DET
ajis02-1551	62	2	concept	concept	NOUN
ajis02-1551	62	3	of	of	ADP
ajis02-1551	62	4	an	an	DET
ajis02-1551	62	5	episode	episode	NOUN
ajis02-1551	62	6	emphasises	emphasise	VERB
ajis02-1551	62	7	together	together	ADV
ajis02-1551	62	8	with	with	ADP
ajis02-1551	62	9	the	the	DET
ajis02-1551	62	10	importance	importance	NOUN
ajis02-1551	62	11	of	of	ADP
ajis02-1551	62	12	combinations	combination	NOUN
ajis02-1551	62	13	of	of	ADP
ajis02-1551	62	14	various	various	ADJ
ajis02-1551	62	15	events	event	NOUN
ajis02-1551	62	16	,	,	PUNCT
ajis02-1551	62	17	that	that	SCONJ
ajis02-1551	62	18	this	this	PRON
ajis02-1551	62	19	conforms	conform	VERB
ajis02-1551	62	20	to	to	ADP
ajis02-1551	62	21	the	the	DET
ajis02-1551	62	22	manner	manner	NOUN
ajis02-1551	62	23	in	in	ADP
ajis02-1551	62	24	which	which	PRON
ajis02-1551	62	25	humans	human	NOUN
ajis02-1551	62	26	often	often	ADV
ajis02-1551	62	27	perceive	perceive	VERB
ajis02-1551	62	28	temporal	temporal	ADJ
ajis02-1551	62	29	events	event	NOUN
ajis02-1551	62	30	(	(	PUNCT
ajis02-1551	62	31	batyrshin	batyrshin	ADJ
ajis02-1551	62	32	&	&	CCONJ
ajis02-1551	62	33	sheremetov	sheremetov	ADJ
ajis02-1551	62	34	2008	2008	NUM
ajis02-1551	62	35	)	)	PUNCT
ajis02-1551	62	36	.	.	PUNCT
ajis02-1551	63	1	despite	despite	SCONJ
ajis02-1551	63	2	this	this	DET
ajis02-1551	63	3	extensive	extensive	ADJ
ajis02-1551	63	4	research	research	NOUN
ajis02-1551	63	5	on	on	ADP
ajis02-1551	63	6	episode	episode	NOUN
ajis02-1551	63	7	mining	mining	NOUN
ajis02-1551	63	8	considers	consider	VERB
ajis02-1551	63	9	the	the	DET
ajis02-1551	63	10	discovery	discovery	NOUN
ajis02-1551	63	11	of	of	ADP
ajis02-1551	63	12	frequent	frequent	ADJ
ajis02-1551	63	13	serial	serial	ADJ
ajis02-1551	63	14	episodes	episode	NOUN
ajis02-1551	63	15	as	as	ADP
ajis02-1551	63	16	the	the	DET
ajis02-1551	63	17	fundamental	fundamental	ADJ
ajis02-1551	63	18	problem	problem	NOUN
ajis02-1551	63	19	(	(	PUNCT
ajis02-1551	63	20	mannila	mannila	NOUN
ajis02-1551	63	21	et	et	PROPN
ajis02-1551	63	22	al	al	PROPN
ajis02-1551	63	23	.	.	PROPN
ajis02-1551	63	24	1997	1997	NUM
ajis02-1551	63	25	,	,	PUNCT
ajis02-1551	63	26	laxman	laxman	PROPN
ajis02-1551	63	27	et	et	PROPN
ajis02-1551	63	28	al	al	PROPN
ajis02-1551	63	29	.	.	PROPN
ajis02-1551	63	30	2007	2007	NUM
ajis02-1551	63	31	)	)	PUNCT
ajis02-1551	63	32	,	,	PUNCT
ajis02-1551	63	33	as	as	SCONJ
ajis02-1551	63	34	these	these	DET
ajis02-1551	63	35	frequent	frequent	ADJ
ajis02-1551	63	36	episodes	episode	NOUN
ajis02-1551	63	37	are	be	AUX
ajis02-1551	63	38	believed	believe	VERB
ajis02-1551	63	39	to	to	PART
ajis02-1551	63	40	have	have	VERB
ajis02-1551	63	41	a	a	DET
ajis02-1551	63	42	higher	high	ADJ
ajis02-1551	63	43	importance	importance	NOUN
ajis02-1551	63	44	than	than	ADP
ajis02-1551	63	45	infrequent	infrequent	ADJ
ajis02-1551	63	46	episodes	episode	NOUN
ajis02-1551	63	47	.	.	PUNCT
ajis02-1551	64	1	however	however	ADV
ajis02-1551	64	2	,	,	PUNCT
ajis02-1551	64	3	in	in	ADP
ajis02-1551	64	4	the	the	DET
ajis02-1551	64	5	real	real	ADJ
ajis02-1551	64	6	world	world	NOUN
ajis02-1551	64	7	,	,	PUNCT
ajis02-1551	64	8	this	this	PRON
ajis02-1551	64	9	is	be	AUX
ajis02-1551	64	10	not	not	PART
ajis02-1551	64	11	always	always	ADV
ajis02-1551	64	12	true	true	ADJ
ajis02-1551	64	13	.	.	PUNCT
ajis02-1551	65	1	for	for	ADP
ajis02-1551	65	2	example	example	NOUN
ajis02-1551	65	3	,	,	PUNCT
ajis02-1551	65	4	a	a	DET
ajis02-1551	65	5	combination	combination	NOUN
ajis02-1551	65	6	that	that	PRON
ajis02-1551	65	7	repeatedly	repeatedly	ADV
ajis02-1551	65	8	occurs	occur	VERB
ajis02-1551	65	9	may	may	AUX
ajis02-1551	65	10	not	not	PART
ajis02-1551	65	11	be	be	AUX
ajis02-1551	65	12	interesting	interesting	ADJ
ajis02-1551	65	13	to	to	ADP
ajis02-1551	65	14	the	the	DET
ajis02-1551	65	15	observer	observer	NOUN
ajis02-1551	65	16	.	.	PUNCT
ajis02-1551	66	1	a	a	DET
ajis02-1551	66	2	similar	similar	ADJ
ajis02-1551	66	3	situation	situation	NOUN
ajis02-1551	66	4	arises	arise	VERB
ajis02-1551	66	5	with	with	ADP
ajis02-1551	66	6	decision	decision	NOUN
ajis02-1551	66	7	tree	tree	NOUN
ajis02-1551	66	8	modelling	modelling	NOUN
ajis02-1551	66	9	.	.	PUNCT
ajis02-1551	67	1	typically	typically	ADV
ajis02-1551	67	2	,	,	PUNCT
ajis02-1551	67	3	every	every	DET
ajis02-1551	67	4	node	node	NOUN
ajis02-1551	67	5	in	in	ADP
ajis02-1551	67	6	a	a	DET
ajis02-1551	67	7	tree	tree	NOUN
ajis02-1551	67	8	represents	represent	VERB
ajis02-1551	67	9	a	a	DET
ajis02-1551	67	10	conditional	conditional	ADJ
ajis02-1551	67	11	test	test	NOUN
ajis02-1551	67	12	out	out	ADP
ajis02-1551	67	13	of	of	ADP
ajis02-1551	67	14	many	many	ADJ
ajis02-1551	67	15	others	other	NOUN
ajis02-1551	67	16	which	which	PRON
ajis02-1551	67	17	divides	divide	VERB
ajis02-1551	67	18	the	the	DET
ajis02-1551	67	19	data	datum	NOUN
ajis02-1551	67	20	into	into	ADP
ajis02-1551	67	21	segments	segment	NOUN
ajis02-1551	67	22	with	with	ADP
ajis02-1551	67	23	a	a	DET
ajis02-1551	67	24	purer	purer	NOUN
ajis02-1551	67	25	mixture	mixture	NOUN
ajis02-1551	67	26	of	of	ADP
ajis02-1551	67	27	classes	class	NOUN
ajis02-1551	67	28	at	at	ADP
ajis02-1551	67	29	each	each	DET
ajis02-1551	67	30	descending	descend	VERB
ajis02-1551	67	31	level	level	NOUN
ajis02-1551	67	32	.	.	PUNCT
ajis02-1551	68	1	therefore	therefore	ADV
ajis02-1551	68	2	,	,	PUNCT
ajis02-1551	68	3	the	the	DET
ajis02-1551	68	4	meaningfulness	meaningfulness	NOUN
ajis02-1551	68	5	of	of	ADP
ajis02-1551	68	6	a	a	DET
ajis02-1551	68	7	condition	condition	NOUN
ajis02-1551	68	8	node	node	NOUN
ajis02-1551	68	9	is	be	AUX
ajis02-1551	68	10	measured	measure	VERB
ajis02-1551	68	11	by	by	ADP
ajis02-1551	68	12	the	the	DET
ajis02-1551	68	13	information	information	NOUN
ajis02-1551	68	14	gain	gain	NOUN
ajis02-1551	68	15	obtained	obtain	VERB
ajis02-1551	68	16	in	in	ADP
ajis02-1551	68	17	dividing	divide	VERB
ajis02-1551	68	18	the	the	DET
ajis02-1551	68	19	dataset	dataset	NOUN
ajis02-1551	68	20	.	.	PUNCT
ajis02-1551	69	1	if	if	SCONJ
ajis02-1551	69	2	all	all	DET
ajis02-1551	69	3	event	event	NOUN
ajis02-1551	69	4	combinations	combination	NOUN
ajis02-1551	69	5	in	in	ADP
ajis02-1551	69	6	an	an	DET
ajis02-1551	69	7	event	event	NOUN
ajis02-1551	69	8	sequence	sequence	NOUN
ajis02-1551	69	9	are	be	AUX
ajis02-1551	69	10	labelled	label	VERB
ajis02-1551	69	11	,	,	PUNCT
ajis02-1551	69	12	then	then	ADV
ajis02-1551	69	13	the	the	DET
ajis02-1551	69	14	meaningfulness	meaningfulness	NOUN
ajis02-1551	69	15	of	of	ADP
ajis02-1551	69	16	these	these	PRON
ajis02-1551	69	17	can	can	AUX
ajis02-1551	69	18	be	be	AUX
ajis02-1551	69	19	measured	measure	VERB
ajis02-1551	69	20	in	in	ADP
ajis02-1551	69	21	a	a	DET
ajis02-1551	69	22	similar	similar	ADJ
ajis02-1551	69	23	way	way	NOUN
ajis02-1551	69	24	.	.	PUNCT
ajis02-1551	70	1	in	in	ADP
ajis02-1551	70	2	this	this	DET
ajis02-1551	70	3	paper	paper	NOUN
ajis02-1551	70	4	,	,	PUNCT
ajis02-1551	70	5	a	a	DET
ajis02-1551	70	6	new	new	ADJ
ajis02-1551	70	7	sequential	sequential	ADJ
ajis02-1551	70	8	data	data	NOUN
ajis02-1551	70	9	classification	classification	NOUN
ajis02-1551	70	10	approach	approach	NOUN
ajis02-1551	70	11	is	be	AUX
ajis02-1551	70	12	presented	present	VERB
ajis02-1551	70	13	where	where	SCONJ
ajis02-1551	70	14	the	the	DET
ajis02-1551	70	15	meaningful	meaningful	ADJ
ajis02-1551	70	16	event	event	NOUN
ajis02-1551	70	17	combinations	combination	NOUN
ajis02-1551	70	18	are	be	AUX
ajis02-1551	70	19	the	the	DET
ajis02-1551	70	20	key	key	ADJ
ajis02-1551	70	21	factors	factor	NOUN
ajis02-1551	70	22	.	.	PUNCT
ajis02-1551	71	1	the	the	DET
ajis02-1551	71	2	meaningfulness	meaningfulness	NOUN
ajis02-1551	71	3	of	of	ADP
ajis02-1551	71	4	a	a	DET
ajis02-1551	71	5	combination	combination	NOUN
ajis02-1551	71	6	is	be	AUX
ajis02-1551	71	7	established	establish	VERB
ajis02-1551	71	8	by	by	ADP
ajis02-1551	71	9	an	an	DET
ajis02-1551	71	10	xon	xon	NOUN
ajis02-1551	71	11	(	(	PUNCT
ajis02-1551	71	12	x	x	NOUN
ajis02-1551	71	13	-	-	NOUN
ajis02-1551	71	14	of	of	ADP
ajis02-1551	71	15	-	-	PUNCT
ajis02-1551	71	16	n	n	CCONJ
ajis02-1551	71	17	)	)	PUNCT
ajis02-1551	71	18	decision	decision	NOUN
ajis02-1551	71	19	tree	tree	NOUN
ajis02-1551	71	20	(	(	PUNCT
ajis02-1551	71	21	zheng	zheng	PROPN
ajis02-1551	71	22	2000	2000	NUM
ajis02-1551	71	23	)	)	PUNCT
ajis02-1551	71	24	rather	rather	ADV
ajis02-1551	71	25	than	than	ADP
ajis02-1551	71	26	by	by	ADP
ajis02-1551	71	27	the	the	DET
ajis02-1551	71	28	statistical	statistical	ADJ
ajis02-1551	71	29	measure	measure	NOUN
ajis02-1551	71	30	,	,	PUNCT
ajis02-1551	71	31	therefore	therefore	ADV
ajis02-1551	71	32	this	this	DET
ajis02-1551	71	33	approach	approach	NOUN
ajis02-1551	71	34	is	be	AUX
ajis02-1551	71	35	based	base	VERB
ajis02-1551	71	36	on	on	ADP
ajis02-1551	71	37	information	information	NOUN
ajis02-1551	71	38	theory	theory	NOUN
ajis02-1551	71	39	.	.	PUNCT
ajis02-1551	72	1	multiple	multiple	ADJ
ajis02-1551	72	2	event	event	NOUN
ajis02-1551	72	3	groups	group	NOUN
ajis02-1551	72	4	are	be	AUX
ajis02-1551	72	5	constructed	construct	VERB
ajis02-1551	72	6	and	and	CCONJ
ajis02-1551	72	7	selected	select	VERB
ajis02-1551	72	8	in	in	ADP
ajis02-1551	72	9	order	order	NOUN
ajis02-1551	72	10	to	to	PART
ajis02-1551	72	11	form	form	VERB
ajis02-1551	72	12	compact	compact	ADJ
ajis02-1551	72	13	xon	xon	PROPN
ajis02-1551	72	14	features	feature	NOUN
ajis02-1551	72	15	that	that	PRON
ajis02-1551	72	16	are	be	AUX
ajis02-1551	72	17	used	use	VERB
ajis02-1551	72	18	in	in	ADP
ajis02-1551	72	19	the	the	DET
ajis02-1551	72	20	tree	tree	NOUN
ajis02-1551	72	21	model	model	NOUN
ajis02-1551	72	22	.	.	PUNCT
ajis02-1551	73	1	an	an	DET
ajis02-1551	73	2	xon	xon	PROPN
ajis02-1551	73	3	representation	representation	NOUN
ajis02-1551	73	4	contains	contain	VERB
ajis02-1551	73	5	special	special	ADJ
ajis02-1551	73	6	features	feature	NOUN
ajis02-1551	73	7	that	that	PRON
ajis02-1551	73	8	cover	cover	VERB
ajis02-1551	73	9	multiple	multiple	ADJ
ajis02-1551	73	10	possible	possible	ADJ
ajis02-1551	73	11	combinations	combination	NOUN
ajis02-1551	73	12	of	of	ADP
ajis02-1551	73	13	given	give	VERB
ajis02-1551	73	14	conditions	condition	NOUN
ajis02-1551	73	15	.	.	PUNCT
ajis02-1551	74	1	this	this	PRON
ajis02-1551	74	2	is	be	AUX
ajis02-1551	74	3	formed	form	VERB
ajis02-1551	74	4	by	by	ADP
ajis02-1551	74	5	two	two	NUM
ajis02-1551	74	6	parts	part	NOUN
ajis02-1551	74	7	,	,	PUNCT
ajis02-1551	74	8	x	x	PUNCT
ajis02-1551	74	9	and	and	CCONJ
ajis02-1551	74	10	n	n	CCONJ
ajis02-1551	74	11	,	,	PUNCT
ajis02-1551	74	12	and	and	CCONJ
ajis02-1551	74	13	each	each	PRON
ajis02-1551	74	14	is	be	AUX
ajis02-1551	74	15	a	a	DET
ajis02-1551	74	16	non	non	ADJ
ajis02-1551	74	17	-	-	ADJ
ajis02-1551	74	18	empty	empty	ADJ
ajis02-1551	74	19	unsorted	unsorted	ADJ
ajis02-1551	74	20	set	set	NOUN
ajis02-1551	74	21	.	.	PUNCT
ajis02-1551	75	1	the	the	DET
ajis02-1551	75	2	n	n	PROPN
ajis02-1551	75	3	component	component	NOUN
ajis02-1551	75	4	consists	consist	VERB
ajis02-1551	75	5	of	of	ADP
ajis02-1551	75	6	several	several	ADJ
ajis02-1551	75	7	traditional	traditional	ADJ
ajis02-1551	75	8	conditions	condition	NOUN
ajis02-1551	75	9	(	(	PUNCT
ajis02-1551	75	10	ts	ts	ADP
ajis02-1551	75	11	events	event	NOUN
ajis02-1551	75	12	in	in	ADP
ajis02-1551	75	13	this	this	DET
ajis02-1551	75	14	case	case	NOUN
ajis02-1551	75	15	)	)	PUNCT
ajis02-1551	75	16	,	,	PUNCT
ajis02-1551	75	17	and	and	CCONJ
ajis02-1551	75	18	the	the	DET
ajis02-1551	75	19	x	x	PROPN
ajis02-1551	75	20	component	component	NOUN
ajis02-1551	75	21	is	be	AUX
ajis02-1551	75	22	a	a	DET
ajis02-1551	75	23	list	list	NOUN
ajis02-1551	75	24	of	of	ADP
ajis02-1551	75	25	non	non	ADJ
ajis02-1551	75	26	-	-	ADJ
ajis02-1551	75	27	negative	negative	ADJ
ajis02-1551	75	28	integers	integer	NOUN
ajis02-1551	75	29	,	,	PUNCT
ajis02-1551	75	30	denoting	denote	VERB
ajis02-1551	75	31	the	the	DET
ajis02-1551	75	32	exact	exact	ADJ
ajis02-1551	75	33	numbers	number	NOUN
ajis02-1551	75	34	of	of	ADP
ajis02-1551	75	35	conditions	condition	NOUN
ajis02-1551	75	36	in	in	ADP
ajis02-1551	75	37	n	n	PART
ajis02-1551	75	38	to	to	PART
ajis02-1551	75	39	be	be	AUX
ajis02-1551	75	40	satisfied	satisfied	ADJ
ajis02-1551	75	41	.	.	PUNCT
ajis02-1551	76	1	australasian	australasian	ADJ
ajis02-1551	76	2	journal	journal	NOUN
ajis02-1551	76	3	of	of	ADP
ajis02-1551	76	4	information	information	NOUN
ajis02-1551	76	5	systems	systems	PROPN
ajis02-1551	76	6	sun	sun	PROPN
ajis02-1551	76	7	&	&	CCONJ
ajis02-1551	76	8	stirling	stirling	PROPN
ajis02-1551	76	9	2017	2017	NUM
ajis02-1551	76	10	,	,	PUNCT
ajis02-1551	76	11	vol	vol	NOUN
ajis02-1551	76	12	21	21	NUM
ajis02-1551	76	13	,	,	PUNCT
ajis02-1551	76	14	selected	select	VERB
ajis02-1551	76	15	papers	paper	NOUN
ajis02-1551	76	16	from	from	ADP
ajis02-1551	76	17	ausdm	ausdm	PROPN
ajis02-1551	76	18	event	event	NOUN
ajis02-1551	76	19	group	group	NOUN
ajis02-1551	76	20	based	base	VERB
ajis02-1551	76	21	classification	classification	NOUN
ajis02-1551	76	22	framework	framework	NOUN
ajis02-1551	76	23	5	5	NUM
ajis02-1551	76	24	figure	figure	NOUN
ajis02-1551	76	25	3	3	NUM
ajis02-1551	76	26	:	:	PUNCT
ajis02-1551	76	27	a	a	DET
ajis02-1551	76	28	full	full	ADJ
ajis02-1551	76	29	expansion	expansion	NOUN
ajis02-1551	76	30	of	of	ADP
ajis02-1551	76	31	an	an	DET
ajis02-1551	76	32	xon	xon	PROPN
ajis02-1551	76	33	feature	feature	NOUN
ajis02-1551	76	34	.	.	PUNCT
ajis02-1551	77	1	a	a	DET
ajis02-1551	77	2	typical	typical	ADJ
ajis02-1551	77	3	xon	xon	PROPN
ajis02-1551	77	4	feature	feature	NOUN
ajis02-1551	77	5	can	can	AUX
ajis02-1551	77	6	be	be	AUX
ajis02-1551	77	7	decomposed	decompose	VERB
ajis02-1551	77	8	into	into	ADP
ajis02-1551	77	9	a	a	DET
ajis02-1551	77	10	number	number	NOUN
ajis02-1551	77	11	of	of	ADP
ajis02-1551	77	12	combinations	combination	NOUN
ajis02-1551	77	13	of	of	ADP
ajis02-1551	77	14	various	various	ADJ
ajis02-1551	77	15	unordered	unordered	ADJ
ajis02-1551	77	16	events	event	NOUN
ajis02-1551	77	17	,	,	PUNCT
ajis02-1551	77	18	as	as	SCONJ
ajis02-1551	77	19	seen	see	VERB
ajis02-1551	77	20	in	in	ADP
ajis02-1551	77	21	figure	figure	NOUN
ajis02-1551	77	22	3	3	NUM
ajis02-1551	77	23	.	.	PUNCT
ajis02-1551	78	1	the	the	DET
ajis02-1551	78	2	simple	simple	ADJ
ajis02-1551	78	3	xon	xon	PROPN
ajis02-1551	78	4	representation	representation	NOUN
ajis02-1551	78	5	covers	cover	VERB
ajis02-1551	78	6	seven	seven	NUM
ajis02-1551	78	7	different	different	ADJ
ajis02-1551	78	8	situations	situation	NOUN
ajis02-1551	78	9	,	,	PUNCT
ajis02-1551	78	10	where	where	SCONJ
ajis02-1551	78	11	the	the	DET
ajis02-1551	78	12	a	a	PROPN
ajis02-1551	78	13	,	,	PUNCT
ajis02-1551	78	14	b	b	NOUN
ajis02-1551	78	15	,	,	PUNCT
ajis02-1551	78	16	c	c	PROPN
ajis02-1551	78	17	and	and	CCONJ
ajis02-1551	78	18	d	d	PROPN
ajis02-1551	78	19	denote	denote	NOUN
ajis02-1551	78	20	conditions	condition	NOUN
ajis02-1551	78	21	that	that	PRON
ajis02-1551	78	22	may	may	AUX
ajis02-1551	78	23	occur	occur	VERB
ajis02-1551	78	24	concurrently	concurrently	ADV
ajis02-1551	78	25	in	in	ADP
ajis02-1551	78	26	the	the	DET
ajis02-1551	78	27	dataset	dataset	NOUN
ajis02-1551	78	28	.	.	PUNCT
ajis02-1551	79	1	although	although	SCONJ
ajis02-1551	79	2	the	the	DET
ajis02-1551	79	3	xon	xon	PROPN
ajis02-1551	79	4	algorithm	algorithm	PROPN
ajis02-1551	79	5	was	be	AUX
ajis02-1551	79	6	not	not	PART
ajis02-1551	79	7	developed	develop	VERB
ajis02-1551	79	8	for	for	ADP
ajis02-1551	79	9	time	time	NOUN
ajis02-1551	79	10	series	series	PROPN
ajis02-1551	79	11	analysis	analysis	NOUN
ajis02-1551	79	12	,	,	PUNCT
ajis02-1551	79	13	we	we	PRON
ajis02-1551	79	14	understand	understand	VERB
ajis02-1551	79	15	there	there	PRON
ajis02-1551	79	16	are	be	VERB
ajis02-1551	79	17	similarities	similarity	NOUN
ajis02-1551	79	18	between	between	ADP
ajis02-1551	79	19	the	the	DET
ajis02-1551	79	20	decomposed	decompose	VERB
ajis02-1551	79	21	event	event	NOUN
ajis02-1551	79	22	combinations	combination	NOUN
ajis02-1551	79	23	and	and	CCONJ
ajis02-1551	79	24	episodes	episode	NOUN
ajis02-1551	79	25	.	.	PUNCT
ajis02-1551	80	1	as	as	ADP
ajis02-1551	80	2	an	an	DET
ajis02-1551	80	3	integrated	integrated	ADJ
ajis02-1551	80	4	feature	feature	NOUN
ajis02-1551	80	5	,	,	PUNCT
ajis02-1551	80	6	an	an	DET
ajis02-1551	80	7	xon	xon	PROPN
ajis02-1551	80	8	node	node	NOUN
ajis02-1551	80	9	practically	practically	ADV
ajis02-1551	80	10	gathers	gather	VERB
ajis02-1551	80	11	a	a	DET
ajis02-1551	80	12	series	series	NOUN
ajis02-1551	80	13	of	of	ADP
ajis02-1551	80	14	episodes	episode	NOUN
ajis02-1551	80	15	and	and	CCONJ
ajis02-1551	80	16	combines	combine	VERB
ajis02-1551	80	17	their	their	PRON
ajis02-1551	80	18	classifying	classify	VERB
ajis02-1551	80	19	capacities	capacity	NOUN
ajis02-1551	80	20	in	in	ADP
ajis02-1551	80	21	order	order	NOUN
ajis02-1551	80	22	to	to	PART
ajis02-1551	80	23	obtain	obtain	VERB
ajis02-1551	80	24	a	a	DET
ajis02-1551	80	25	better	well	ADJ
ajis02-1551	80	26	performance	performance	NOUN
ajis02-1551	80	27	.	.	PUNCT
ajis02-1551	81	1	3	3	NUM
ajis02-1551	81	2	methodology	methodology	NOUN
ajis02-1551	81	3	the	the	DET
ajis02-1551	81	4	method	method	NOUN
ajis02-1551	81	5	is	be	AUX
ajis02-1551	81	6	designed	design	VERB
ajis02-1551	81	7	to	to	PART
ajis02-1551	81	8	process	process	VERB
ajis02-1551	81	9	sequential	sequential	ADJ
ajis02-1551	81	10	data	datum	NOUN
ajis02-1551	81	11	with	with	ADP
ajis02-1551	81	12	either	either	CCONJ
ajis02-1551	81	13	numeric	numeric	ADJ
ajis02-1551	81	14	or	or	CCONJ
ajis02-1551	81	15	nominal	nominal	ADJ
ajis02-1551	81	16	values	value	NOUN
ajis02-1551	81	17	,	,	PUNCT
ajis02-1551	81	18	and	and	CCONJ
ajis02-1551	81	19	is	be	AUX
ajis02-1551	81	20	based	base	VERB
ajis02-1551	81	21	on	on	ADP
ajis02-1551	81	22	an	an	DET
ajis02-1551	81	23	idea	idea	NOUN
ajis02-1551	81	24	that	that	SCONJ
ajis02-1551	81	25	any	any	DET
ajis02-1551	81	26	real	real	ADJ
ajis02-1551	81	27	-	-	PUNCT
ajis02-1551	81	28	world	world	NOUN
ajis02-1551	81	29	event	event	NOUN
ajis02-1551	81	30	can	can	AUX
ajis02-1551	81	31	be	be	AUX
ajis02-1551	81	32	observed	observe	VERB
ajis02-1551	81	33	and	and	CCONJ
ajis02-1551	81	34	identified	identify	VERB
ajis02-1551	81	35	as	as	ADP
ajis02-1551	81	36	a	a	DET
ajis02-1551	81	37	combination	combination	NOUN
ajis02-1551	81	38	of	of	ADP
ajis02-1551	81	39	other	other	ADJ
ajis02-1551	81	40	observable	observable	ADJ
ajis02-1551	81	41	“	"	PUNCT
ajis02-1551	81	42	events	event	NOUN
ajis02-1551	81	43	”	"	PUNCT
ajis02-1551	81	44	over	over	ADP
ajis02-1551	81	45	various	various	ADJ
ajis02-1551	81	46	temporal	temporal	ADJ
ajis02-1551	81	47	attributes	attribute	NOUN
ajis02-1551	81	48	.	.	PUNCT
ajis02-1551	82	1	the	the	DET
ajis02-1551	82	2	word	word	NOUN
ajis02-1551	82	3	“	"	PUNCT
ajis02-1551	82	4	event	event	NOUN
ajis02-1551	82	5	”	"	PUNCT
ajis02-1551	82	6	here	here	ADV
ajis02-1551	82	7	is	be	AUX
ajis02-1551	82	8	defined	define	VERB
ajis02-1551	82	9	as	as	ADP
ajis02-1551	82	10	any	any	DET
ajis02-1551	82	11	distinguishable	distinguishable	ADJ
ajis02-1551	82	12	feature	feature	NOUN
ajis02-1551	82	13	derived	derive	VERB
ajis02-1551	82	14	locally	locally	ADV
ajis02-1551	82	15	from	from	ADP
ajis02-1551	82	16	a	a	DET
ajis02-1551	82	17	sequential	sequential	ADJ
ajis02-1551	82	18	data	datum	NOUN
ajis02-1551	82	19	,	,	PUNCT
ajis02-1551	82	20	such	such	ADJ
ajis02-1551	82	21	that	that	SCONJ
ajis02-1551	82	22	,	,	PUNCT
ajis02-1551	82	23	it	it	PRON
ajis02-1551	82	24	may	may	AUX
ajis02-1551	82	25	refer	refer	VERB
ajis02-1551	82	26	to	to	ADP
ajis02-1551	82	27	temporal	temporal	ADJ
ajis02-1551	82	28	shapes	shape	NOUN
ajis02-1551	82	29	,	,	PUNCT
ajis02-1551	82	30	different	different	ADJ
ajis02-1551	82	31	value	value	NOUN
ajis02-1551	82	32	zones	zone	NOUN
ajis02-1551	82	33	,	,	PUNCT
ajis02-1551	82	34	transformations	transformation	NOUN
ajis02-1551	82	35	of	of	ADP
ajis02-1551	82	36	the	the	DET
ajis02-1551	82	37	real	real	ADJ
ajis02-1551	82	38	data	datum	NOUN
ajis02-1551	82	39	,	,	PUNCT
ajis02-1551	82	40	symbol	symbol	NOUN
ajis02-1551	82	41	segments	segment	NOUN
ajis02-1551	82	42	or	or	CCONJ
ajis02-1551	82	43	any	any	DET
ajis02-1551	82	44	other	other	ADJ
ajis02-1551	82	45	features	feature	NOUN
ajis02-1551	82	46	that	that	PRON
ajis02-1551	82	47	reflect	reflect	VERB
ajis02-1551	82	48	the	the	DET
ajis02-1551	82	49	characteristics	characteristic	NOUN
ajis02-1551	82	50	of	of	ADP
ajis02-1551	82	51	any	any	DET
ajis02-1551	82	52	temporal	temporal	ADJ
ajis02-1551	82	53	segments	segment	NOUN
ajis02-1551	82	54	.	.	PUNCT
ajis02-1551	83	1	whilst	whilst	SCONJ
ajis02-1551	83	2	not	not	PART
ajis02-1551	83	3	all	all	DET
ajis02-1551	83	4	contextual	contextual	ADJ
ajis02-1551	83	5	features	feature	NOUN
ajis02-1551	83	6	are	be	AUX
ajis02-1551	83	7	tied	tie	VERB
ajis02-1551	83	8	to	to	ADP
ajis02-1551	83	9	targeted	target	VERB
ajis02-1551	83	10	real	real	ADJ
ajis02-1551	83	11	-	-	PUNCT
ajis02-1551	83	12	world	world	NOUN
ajis02-1551	83	13	events	event	NOUN
ajis02-1551	83	14	,	,	PUNCT
ajis02-1551	83	15	some	some	DET
ajis02-1551	83	16	feature	feature	NOUN
ajis02-1551	83	17	combinations	combination	NOUN
ajis02-1551	83	18	across	across	ADP
ajis02-1551	83	19	various	various	ADJ
ajis02-1551	83	20	attributes	attribute	NOUN
ajis02-1551	83	21	however	however	ADV
ajis02-1551	83	22	,	,	PUNCT
ajis02-1551	83	23	may	may	AUX
ajis02-1551	83	24	be	be	AUX
ajis02-1551	83	25	exclusively	exclusively	ADV
ajis02-1551	83	26	associated	associate	VERB
ajis02-1551	83	27	with	with	ADP
ajis02-1551	83	28	such	such	DET
ajis02-1551	83	29	an	an	DET
ajis02-1551	83	30	event	event	NOUN
ajis02-1551	83	31	.	.	PUNCT
ajis02-1551	84	1	this	this	PRON
ajis02-1551	84	2	is	be	AUX
ajis02-1551	84	3	similar	similar	ADJ
ajis02-1551	84	4	to	to	ADP
ajis02-1551	84	5	the	the	DET
ajis02-1551	84	6	manner	manner	NOUN
ajis02-1551	84	7	in	in	ADP
ajis02-1551	84	8	which	which	PRON
ajis02-1551	84	9	a	a	DET
ajis02-1551	84	10	doctor	doctor	NOUN
ajis02-1551	84	11	may	may	AUX
ajis02-1551	84	12	diagnose	diagnose	VERB
ajis02-1551	84	13	patients	patient	NOUN
ajis02-1551	84	14	:	:	PUNCT
ajis02-1551	84	15	one	one	NUM
ajis02-1551	84	16	symptom	symptom	NOUN
ajis02-1551	84	17	alone	alone	ADV
ajis02-1551	84	18	may	may	AUX
ajis02-1551	84	19	not	not	PART
ajis02-1551	84	20	be	be	AUX
ajis02-1551	84	21	sufficient	sufficient	ADJ
ajis02-1551	84	22	evidence	evidence	NOUN
ajis02-1551	84	23	of	of	ADP
ajis02-1551	84	24	a	a	DET
ajis02-1551	84	25	certain	certain	ADJ
ajis02-1551	84	26	disease	disease	NOUN
ajis02-1551	84	27	,	,	PUNCT
ajis02-1551	84	28	however	however	ADV
ajis02-1551	84	29	a	a	DET
ajis02-1551	84	30	set	set	NOUN
ajis02-1551	84	31	of	of	ADP
ajis02-1551	84	32	relevant	relevant	ADJ
ajis02-1551	84	33	symptoms	symptom	NOUN
ajis02-1551	84	34	could	could	AUX
ajis02-1551	84	35	align	align	VERB
ajis02-1551	84	36	the	the	DET
ajis02-1551	84	37	diagnosis	diagnosis	NOUN
ajis02-1551	84	38	to	to	ADP
ajis02-1551	84	39	a	a	DET
ajis02-1551	84	40	specific	specific	ADJ
ajis02-1551	84	41	disease	disease	NOUN
ajis02-1551	84	42	with	with	ADP
ajis02-1551	84	43	considerable	considerable	ADJ
ajis02-1551	84	44	confidence	confidence	NOUN
ajis02-1551	84	45	.	.	PUNCT
ajis02-1551	85	1	in	in	ADP
ajis02-1551	85	2	this	this	DET
ajis02-1551	85	3	paper	paper	NOUN
ajis02-1551	85	4	,	,	PUNCT
ajis02-1551	85	5	an	an	DET
ajis02-1551	85	6	egbc	egbc	NOUN
ajis02-1551	85	7	framework	framework	NOUN
ajis02-1551	85	8	,	,	PUNCT
ajis02-1551	85	9	the	the	DET
ajis02-1551	85	10	“	"	PUNCT
ajis02-1551	85	11	events	event	NOUN
ajis02-1551	85	12	”	"	PUNCT
ajis02-1551	85	13	hold	hold	VERB
ajis02-1551	85	14	an	an	DET
ajis02-1551	85	15	equivalent	equivalent	ADJ
ajis02-1551	85	16	meaning	meaning	NOUN
ajis02-1551	85	17	to	to	ADP
ajis02-1551	85	18	the	the	DET
ajis02-1551	85	19	“	"	PUNCT
ajis02-1551	85	20	symptoms	symptom	NOUN
ajis02-1551	85	21	”	"	PUNCT
ajis02-1551	85	22	in	in	ADP
ajis02-1551	85	23	a	a	DET
ajis02-1551	85	24	medical	medical	ADJ
ajis02-1551	85	25	diagnosing	diagnosing	NOUN
ajis02-1551	85	26	system	system	NOUN
ajis02-1551	85	27	.	.	PUNCT
ajis02-1551	86	1	the	the	DET
ajis02-1551	86	2	basic	basic	ADJ
ajis02-1551	86	3	assumption	assumption	NOUN
ajis02-1551	86	4	can	can	AUX
ajis02-1551	86	5	be	be	AUX
ajis02-1551	86	6	described	describe	VERB
ajis02-1551	86	7	as	as	SCONJ
ajis02-1551	86	8	follows	follow	VERB
ajis02-1551	86	9	:	:	PUNCT
ajis02-1551	86	10	if	if	SCONJ
ajis02-1551	86	11	a	a	DET
ajis02-1551	86	12	(	(	PUNCT
ajis02-1551	86	13	detectable	detectable	ADJ
ajis02-1551	86	14	)	)	PUNCT
ajis02-1551	86	15	process	process	NOUN
ajis02-1551	86	16	occurs	occur	VERB
ajis02-1551	86	17	at	at	ADP
ajis02-1551	86	18	some	some	DET
ajis02-1551	86	19	time	time	NOUN
ajis02-1551	86	20	point	point	NOUN
ajis02-1551	86	21	t	t	PROPN
ajis02-1551	86	22	,	,	PUNCT
ajis02-1551	86	23	its	its	PRON
ajis02-1551	86	24	causal	causal	ADJ
ajis02-1551	86	25	factors	factor	NOUN
ajis02-1551	86	26	or	or	CCONJ
ajis02-1551	86	27	resultant	resultant	VERB
ajis02-1551	86	28	responses	response	NOUN
ajis02-1551	86	29	can	can	AUX
ajis02-1551	86	30	be	be	AUX
ajis02-1551	86	31	represented	represent	VERB
ajis02-1551	86	32	as	as	ADP
ajis02-1551	86	33	time	time	NOUN
ajis02-1551	86	34	series	series	PROPN
ajis02-1551	86	35	features	feature	VERB
ajis02-1551	86	36	and	and	CCONJ
ajis02-1551	86	37	in	in	ADP
ajis02-1551	86	38	turn	turn	NOUN
ajis02-1551	86	39	transformed	transform	VERB
ajis02-1551	86	40	into	into	ADP
ajis02-1551	86	41	nominal	nominal	ADJ
ajis02-1551	86	42	events	event	NOUN
ajis02-1551	86	43	that	that	PRON
ajis02-1551	86	44	occur	occur	VERB
ajis02-1551	86	45	around	around	ADP
ajis02-1551	86	46	the	the	DET
ajis02-1551	86	47	time	time	NOUN
ajis02-1551	86	48	point	point	NOUN
ajis02-1551	86	49	t.	t.	NOUN
ajis02-1551	86	50	the	the	DET
ajis02-1551	86	51	novelty	novelty	NOUN
ajis02-1551	86	52	of	of	ADP
ajis02-1551	86	53	this	this	DET
ajis02-1551	86	54	work	work	NOUN
ajis02-1551	86	55	is	be	AUX
ajis02-1551	86	56	that	that	SCONJ
ajis02-1551	86	57	all	all	DET
ajis02-1551	86	58	casual	casual	ADJ
ajis02-1551	86	59	and	and	CCONJ
ajis02-1551	86	60	consequent	consequent	ADJ
ajis02-1551	86	61	events	event	NOUN
ajis02-1551	86	62	within	within	ADP
ajis02-1551	86	63	a	a	DET
ajis02-1551	86	64	given	give	VERB
ajis02-1551	86	65	time	time	NOUN
ajis02-1551	86	66	frame	frame	NOUN
ajis02-1551	86	67	are	be	AUX
ajis02-1551	86	68	indiscriminately	indiscriminately	ADV
ajis02-1551	86	69	analysed	analyse	VERB
ajis02-1551	86	70	as	as	ADP
ajis02-1551	86	71	unsorted	unsorted	ADJ
ajis02-1551	86	72	combinations	combination	NOUN
ajis02-1551	86	73	,	,	PUNCT
ajis02-1551	86	74	and	and	CCONJ
ajis02-1551	86	75	the	the	DET
ajis02-1551	86	76	type	type	NOUN
ajis02-1551	86	77	of	of	ADP
ajis02-1551	86	78	the	the	DET
ajis02-1551	86	79	target	target	NOUN
ajis02-1551	86	80	process	process	NOUN
ajis02-1551	86	81	can	can	AUX
ajis02-1551	86	82	be	be	AUX
ajis02-1551	86	83	classified	classify	VERB
ajis02-1551	86	84	based	base	VERB
ajis02-1551	86	85	on	on	ADP
ajis02-1551	86	86	these	these	DET
ajis02-1551	86	87	combinations	combination	NOUN
ajis02-1551	86	88	,	,	PUNCT
ajis02-1551	86	89	so	so	SCONJ
ajis02-1551	86	90	that	that	SCONJ
ajis02-1551	86	91	the	the	DET
ajis02-1551	86	92	potential	potential	ADJ
ajis02-1551	86	93	localised	localise	VERB
ajis02-1551	86	94	temporal	temporal	ADJ
ajis02-1551	86	95	misalignments	misalignment	NOUN
ajis02-1551	86	96	are	be	AUX
ajis02-1551	86	97	eliminated	eliminate	VERB
ajis02-1551	86	98	within	within	ADP
ajis02-1551	86	99	the	the	DET
ajis02-1551	86	100	given	give	VERB
ajis02-1551	86	101	time	time	NOUN
ajis02-1551	86	102	frame	frame	NOUN
ajis02-1551	86	103	.	.	PUNCT
ajis02-1551	87	1	therefore	therefore	ADV
ajis02-1551	87	2	,	,	PUNCT
ajis02-1551	87	3	in	in	ADP
ajis02-1551	87	4	situations	situation	NOUN
ajis02-1551	87	5	where	where	SCONJ
ajis02-1551	87	6	specific	specific	ADJ
ajis02-1551	87	7	classes	class	NOUN
ajis02-1551	87	8	are	be	AUX
ajis02-1551	87	9	clearly	clearly	ADV
ajis02-1551	87	10	labelled	label	VERB
ajis02-1551	87	11	on	on	ADP
ajis02-1551	87	12	each	each	DET
ajis02-1551	87	13	stage	stage	NOUN
ajis02-1551	87	14	of	of	ADP
ajis02-1551	87	15	such	such	ADJ
ajis02-1551	87	16	sequences	sequence	NOUN
ajis02-1551	87	17	,	,	PUNCT
ajis02-1551	87	18	the	the	DET
ajis02-1551	87	19	goal	goal	NOUN
ajis02-1551	87	20	is	be	AUX
ajis02-1551	87	21	to	to	PART
ajis02-1551	87	22	build	build	VERB
ajis02-1551	87	23	a	a	DET
ajis02-1551	87	24	model	model	NOUN
ajis02-1551	87	25	that	that	PRON
ajis02-1551	87	26	classifies	classify	VERB
ajis02-1551	87	27	these	these	DET
ajis02-1551	87	28	segments	segment	NOUN
ajis02-1551	87	29	based	base	VERB
ajis02-1551	87	30	on	on	ADP
ajis02-1551	87	31	certain	certain	ADJ
ajis02-1551	87	32	important	important	ADJ
ajis02-1551	87	33	event	event	NOUN
ajis02-1551	87	34	combinations	combination	NOUN
ajis02-1551	87	35	they	they	PRON
ajis02-1551	87	36	contain	contain	VERB
ajis02-1551	87	37	.	.	PUNCT
ajis02-1551	88	1	most	most	ADJ
ajis02-1551	88	2	time	time	NOUN
ajis02-1551	88	3	series	series	PROPN
ajis02-1551	88	4	data	datum	NOUN
ajis02-1551	88	5	are	be	AUX
ajis02-1551	88	6	not	not	PART
ajis02-1551	88	7	originally	originally	ADV
ajis02-1551	88	8	presented	present	VERB
ajis02-1551	88	9	in	in	ADP
ajis02-1551	88	10	the	the	DET
ajis02-1551	88	11	form	form	NOUN
ajis02-1551	88	12	of	of	ADP
ajis02-1551	88	13	nominal	nominal	ADJ
ajis02-1551	88	14	events	event	NOUN
ajis02-1551	88	15	,	,	PUNCT
ajis02-1551	88	16	thus	thus	ADV
ajis02-1551	88	17	an	an	DET
ajis02-1551	88	18	appropriate	appropriate	ADJ
ajis02-1551	88	19	transformation	transformation	NOUN
ajis02-1551	88	20	is	be	AUX
ajis02-1551	88	21	required	require	VERB
ajis02-1551	88	22	to	to	PART
ajis02-1551	88	23	represent	represent	VERB
ajis02-1551	88	24	the	the	DET
ajis02-1551	88	25	time	time	NOUN
ajis02-1551	88	26	series	series	NOUN
ajis02-1551	88	27	in	in	ADP
ajis02-1551	88	28	a	a	DET
ajis02-1551	88	29	nominal	nominal	ADJ
ajis02-1551	88	30	event	event	NOUN
ajis02-1551	88	31	form	form	NOUN
ajis02-1551	88	32	.	.	PUNCT
ajis02-1551	89	1	event	event	NOUN
ajis02-1551	89	2	groups	group	NOUN
ajis02-1551	89	3	are	be	AUX
ajis02-1551	89	4	extracted	extract	VERB
ajis02-1551	89	5	with	with	ADP
ajis02-1551	89	6	a	a	DET
ajis02-1551	89	7	sliding	slide	VERB
ajis02-1551	89	8	window	window	NOUN
ajis02-1551	89	9	over	over	ADP
ajis02-1551	89	10	the	the	DET
ajis02-1551	89	11	sequence	sequence	NOUN
ajis02-1551	89	12	,	,	PUNCT
ajis02-1551	89	13	and	and	CCONJ
ajis02-1551	89	14	meaningful	meaningful	ADJ
ajis02-1551	89	15	combinations	combination	NOUN
ajis02-1551	89	16	of	of	ADP
ajis02-1551	89	17	these	these	PRON
ajis02-1551	89	18	are	be	AUX
ajis02-1551	89	19	automatically	automatically	ADV
ajis02-1551	89	20	constructed	construct	VERB
ajis02-1551	89	21	and	and	CCONJ
ajis02-1551	89	22	selected	select	VERB
ajis02-1551	89	23	by	by	ADP
ajis02-1551	89	24	an	an	DET
ajis02-1551	89	25	adapted	adapted	ADJ
ajis02-1551	89	26	xon	xon	PROPN
ajis02-1551	89	27	algorithm	algorithm	PROPN
ajis02-1551	89	28	.	.	PUNCT
ajis02-1551	90	1	the	the	DET
ajis02-1551	90	2	flow	flow	NOUN
ajis02-1551	90	3	chart	chart	NOUN
ajis02-1551	90	4	in	in	ADP
ajis02-1551	90	5	figure	figure	NOUN
ajis02-1551	90	6	4	4	NUM
ajis02-1551	90	7	briefly	briefly	NOUN
ajis02-1551	90	8	explains	explain	VERB
ajis02-1551	90	9	the	the	DET
ajis02-1551	90	10	overall	overall	ADJ
ajis02-1551	90	11	procedure	procedure	NOUN
ajis02-1551	90	12	with	with	ADP
ajis02-1551	90	13	a	a	DET
ajis02-1551	90	14	simplified	simplified	ADJ
ajis02-1551	90	15	example	example	NOUN
ajis02-1551	90	16	.	.	PUNCT
ajis02-1551	91	1	assuming	assume	VERB
ajis02-1551	91	2	there	there	PRON
ajis02-1551	91	3	are	be	VERB
ajis02-1551	91	4	three	three	NUM
ajis02-1551	91	5	different	different	ADJ
ajis02-1551	91	6	working	working	NOUN
ajis02-1551	91	7	stages	stage	NOUN
ajis02-1551	91	8	in	in	ADP
ajis02-1551	91	9	a	a	DET
ajis02-1551	91	10	process1	process1	NOUN
ajis02-1551	91	11	,	,	PUNCT
ajis02-1551	91	12	and	and	CCONJ
ajis02-1551	91	13	the	the	DET
ajis02-1551	91	14	task	task	NOUN
ajis02-1551	91	15	is	be	AUX
ajis02-1551	91	16	then	then	ADV
ajis02-1551	91	17	set	set	VERB
ajis02-1551	91	18	to	to	ADP
ajis02-1551	91	19	1	1	NUM
ajis02-1551	91	20	for	for	ADP
ajis02-1551	91	21	instance	instance	NOUN
ajis02-1551	91	22	,	,	PUNCT
ajis02-1551	91	23	the	the	DET
ajis02-1551	91	24	hmt	hmt	NOUN
ajis02-1551	91	25	may	may	AUX
ajis02-1551	91	26	be	be	AUX
ajis02-1551	91	27	at	at	ADP
ajis02-1551	91	28	higher	high	ADJ
ajis02-1551	91	29	,	,	PUNCT
ajis02-1551	91	30	lower	low	ADJ
ajis02-1551	91	31	or	or	CCONJ
ajis02-1551	91	32	normal	normal	ADJ
ajis02-1551	91	33	states	state	NOUN
ajis02-1551	91	34	from	from	ADP
ajis02-1551	91	35	the	the	DET
ajis02-1551	91	36	expected	expect	VERB
ajis02-1551	91	37	temperature	temperature	NOUN
ajis02-1551	91	38	level	level	NOUN
ajis02-1551	91	39	during	during	ADP
ajis02-1551	91	40	different	different	ADJ
ajis02-1551	91	41	periods	period	NOUN
ajis02-1551	91	42	,	,	PUNCT
ajis02-1551	91	43	and	and	CCONJ
ajis02-1551	91	44	these	these	DET
ajis02-1551	91	45	periods	period	NOUN
ajis02-1551	91	46	can	can	AUX
ajis02-1551	91	47	be	be	AUX
ajis02-1551	91	48	labelled	label	VERB
ajis02-1551	91	49	as	as	ADP
ajis02-1551	91	50	three	three	NUM
ajis02-1551	91	51	classes	class	NOUN
ajis02-1551	91	52	(	(	PUNCT
ajis02-1551	91	53	high	high	ADJ
ajis02-1551	91	54	,	,	PUNCT
ajis02-1551	91	55	low	low	ADJ
ajis02-1551	91	56	,	,	PUNCT
ajis02-1551	91	57	normal	normal	ADJ
ajis02-1551	91	58	)	)	PUNCT
ajis02-1551	91	59	which	which	PRON
ajis02-1551	91	60	are	be	AUX
ajis02-1551	91	61	associated	associate	VERB
ajis02-1551	91	62	to	to	ADP
ajis02-1551	91	63	different	different	ADJ
ajis02-1551	91	64	bf	bf	NOUN
ajis02-1551	91	65	working	work	VERB
ajis02-1551	91	66	stages	stage	NOUN
ajis02-1551	91	67	respectively	respectively	ADV
ajis02-1551	91	68	.	.	PUNCT
ajis02-1551	92	1	australasian	australasian	ADJ
ajis02-1551	92	2	journal	journal	NOUN
ajis02-1551	92	3	of	of	ADP
ajis02-1551	92	4	information	information	NOUN
ajis02-1551	92	5	systems	systems	PROPN
ajis02-1551	92	6	sun	sun	PROPN
ajis02-1551	92	7	&	&	CCONJ
ajis02-1551	92	8	stirling	stirling	PROPN
ajis02-1551	92	9	2017	2017	NUM
ajis02-1551	92	10	,	,	PUNCT
ajis02-1551	92	11	vol	vol	NOUN
ajis02-1551	92	12	21	21	NUM
ajis02-1551	92	13	,	,	PUNCT
ajis02-1551	92	14	selected	select	VERB
ajis02-1551	92	15	papers	paper	NOUN
ajis02-1551	92	16	from	from	ADP
ajis02-1551	92	17	ausdm	ausdm	PROPN
ajis02-1551	92	18	event	event	NOUN
ajis02-1551	92	19	group	group	NOUN
ajis02-1551	92	20	based	base	VERB
ajis02-1551	92	21	classification	classification	NOUN
ajis02-1551	92	22	framework	framework	NOUN
ajis02-1551	92	23	6	6	NUM
ajis02-1551	92	24	identify	identify	VERB
ajis02-1551	92	25	these	these	DET
ajis02-1551	92	26	stages	stage	NOUN
ajis02-1551	92	27	(	(	PUNCT
ajis02-1551	92	28	classes	class	NOUN
ajis02-1551	92	29	)	)	PUNCT
ajis02-1551	92	30	from	from	ADP
ajis02-1551	92	31	two	two	NUM
ajis02-1551	92	32	associated	associate	VERB
ajis02-1551	92	33	time	time	NOUN
ajis02-1551	92	34	series	series	NOUN
ajis02-1551	92	35	ts	ts	PROPN
ajis02-1551	92	36	-	-	PUNCT
ajis02-1551	92	37	a	a	NOUN
ajis02-1551	92	38	and	and	CCONJ
ajis02-1551	92	39	ts	ts	NOUN
ajis02-1551	92	40	-	-	PUNCT
ajis02-1551	92	41	b.	b.	NOUN
ajis02-1551	92	42	the	the	DET
ajis02-1551	92	43	numeric	numeric	ADJ
ajis02-1551	92	44	time	time	NOUN
ajis02-1551	92	45	series	series	PROPN
ajis02-1551	92	46	are	be	AUX
ajis02-1551	92	47	then	then	ADV
ajis02-1551	92	48	transformed	transform	VERB
ajis02-1551	92	49	into	into	ADP
ajis02-1551	92	50	two	two	NUM
ajis02-1551	92	51	event	event	NOUN
ajis02-1551	92	52	sequences	sequence	NOUN
ajis02-1551	92	53	respectively	respectively	ADV
ajis02-1551	92	54	in	in	SCONJ
ajis02-1551	92	55	which	which	DET
ajis02-1551	92	56	synchronisation	synchronisation	NOUN
ajis02-1551	92	57	is	be	AUX
ajis02-1551	92	58	not	not	PART
ajis02-1551	92	59	compulsory	compulsory	ADJ
ajis02-1551	92	60	,	,	PUNCT
ajis02-1551	92	61	named	name	VERB
ajis02-1551	92	62	seq	seq	NOUN
ajis02-1551	92	63	-	-	PUNCT
ajis02-1551	92	64	a	a	PRON
ajis02-1551	92	65	and	and	CCONJ
ajis02-1551	92	66	seq	seq	NOUN
ajis02-1551	92	67	-	-	PUNCT
ajis02-1551	92	68	b	b	NOUN
ajis02-1551	92	69	,	,	PUNCT
ajis02-1551	92	70	and	and	CCONJ
ajis02-1551	92	71	events	event	NOUN
ajis02-1551	92	72	are	be	AUX
ajis02-1551	92	73	labelled	label	VERB
ajis02-1551	92	74	as	as	ADP
ajis02-1551	92	75	an	an	PRON
ajis02-1551	92	76	and	and	CCONJ
ajis02-1551	92	77	bn	bn	ADV
ajis02-1551	92	78	accordingly	accordingly	ADV
ajis02-1551	92	79	(	(	PUNCT
ajis02-1551	92	80	n	n	PRON
ajis02-1551	92	81	being	be	AUX
ajis02-1551	92	82	an	an	DET
ajis02-1551	92	83	event	event	NOUN
ajis02-1551	92	84	numbers	number	NOUN
ajis02-1551	92	85	)	)	PUNCT
ajis02-1551	92	86	.	.	PUNCT
ajis02-1551	93	1	event	event	NOUN
ajis02-1551	93	2	groups	group	NOUN
ajis02-1551	93	3	are	be	AUX
ajis02-1551	93	4	then	then	ADV
ajis02-1551	93	5	formed	form	VERB
ajis02-1551	93	6	across	across	ADP
ajis02-1551	93	7	both	both	DET
ajis02-1551	93	8	sequences	sequence	NOUN
ajis02-1551	93	9	by	by	ADP
ajis02-1551	93	10	selecting	select	VERB
ajis02-1551	93	11	all	all	DET
ajis02-1551	93	12	events	event	NOUN
ajis02-1551	93	13	that	that	PRON
ajis02-1551	93	14	fall	fall	VERB
ajis02-1551	93	15	within	within	ADP
ajis02-1551	93	16	a	a	DET
ajis02-1551	93	17	sliding	slide	VERB
ajis02-1551	93	18	window	window	NOUN
ajis02-1551	93	19	,	,	PUNCT
ajis02-1551	93	20	and	and	CCONJ
ajis02-1551	93	21	labelled	label	VERB
ajis02-1551	93	22	by	by	ADP
ajis02-1551	93	23	the	the	DET
ajis02-1551	93	24	classes	class	NOUN
ajis02-1551	93	25	as	as	ADP
ajis02-1551	93	26	the	the	DET
ajis02-1551	93	27	training	training	NOUN
ajis02-1551	93	28	dataset	dataset	NOUN
ajis02-1551	93	29	.	.	PUNCT
ajis02-1551	94	1	the	the	DET
ajis02-1551	94	2	xon	xon	PROPN
ajis02-1551	94	3	decision	decision	NOUN
ajis02-1551	94	4	tree	tree	NOUN
ajis02-1551	94	5	model	model	NOUN
ajis02-1551	94	6	is	be	AUX
ajis02-1551	94	7	then	then	ADV
ajis02-1551	94	8	trained	train	VERB
ajis02-1551	94	9	in	in	ADP
ajis02-1551	94	10	order	order	NOUN
ajis02-1551	94	11	to	to	PART
ajis02-1551	94	12	find	find	VERB
ajis02-1551	94	13	the	the	DET
ajis02-1551	94	14	optimised	optimise	VERB
ajis02-1551	94	15	event	event	NOUN
ajis02-1551	94	16	combinations	combination	NOUN
ajis02-1551	94	17	for	for	ADP
ajis02-1551	94	18	classifying	classify	VERB
ajis02-1551	94	19	the	the	DET
ajis02-1551	94	20	various	various	ADJ
ajis02-1551	94	21	process	process	NOUN
ajis02-1551	94	22	stages	stage	NOUN
ajis02-1551	94	23	.	.	PUNCT
ajis02-1551	95	1	during	during	ADP
ajis02-1551	95	2	this	this	DET
ajis02-1551	95	3	procedure	procedure	NOUN
ajis02-1551	95	4	,	,	PUNCT
ajis02-1551	95	5	an	an	DET
ajis02-1551	95	6	understanding	understanding	NOUN
ajis02-1551	95	7	of	of	ADP
ajis02-1551	95	8	the	the	DET
ajis02-1551	95	9	expected	expect	VERB
ajis02-1551	95	10	event	event	NOUN
ajis02-1551	95	11	combinations	combination	NOUN
ajis02-1551	95	12	and	and	CCONJ
ajis02-1551	95	13	their	their	PRON
ajis02-1551	95	14	correct	correct	ADJ
ajis02-1551	95	15	labelling	labelling	NOUN
ajis02-1551	95	16	are	be	AUX
ajis02-1551	95	17	essential	essential	ADJ
ajis02-1551	95	18	for	for	ADP
ajis02-1551	95	19	verifying	verify	VERB
ajis02-1551	95	20	whether	whether	SCONJ
ajis02-1551	95	21	this	this	DET
ajis02-1551	95	22	approach	approach	NOUN
ajis02-1551	95	23	is	be	AUX
ajis02-1551	95	24	effectively	effectively	ADV
ajis02-1551	95	25	finding	find	VERB
ajis02-1551	95	26	useful	useful	ADJ
ajis02-1551	95	27	combinations	combination	NOUN
ajis02-1551	95	28	and	and	CCONJ
ajis02-1551	95	29	classifying	classify	VERB
ajis02-1551	95	30	the	the	DET
ajis02-1551	95	31	data	datum	NOUN
ajis02-1551	95	32	accurately	accurately	ADV
ajis02-1551	95	33	.	.	PUNCT
ajis02-1551	96	1	figure	figure	VERB
ajis02-1551	96	2	4	4	NUM
ajis02-1551	96	3	:	:	PUNCT
ajis02-1551	96	4	the	the	DET
ajis02-1551	96	5	procedure	procedure	NOUN
ajis02-1551	96	6	of	of	ADP
ajis02-1551	96	7	event	event	NOUN
ajis02-1551	96	8	group	group	NOUN
ajis02-1551	96	9	based	base	VERB
ajis02-1551	96	10	ts	ts	ADP
ajis02-1551	96	11	classification	classification	NOUN
ajis02-1551	96	12	approach	approach	NOUN
ajis02-1551	96	13	.	.	PUNCT
ajis02-1551	97	1	in	in	ADP
ajis02-1551	97	2	order	order	NOUN
ajis02-1551	97	3	to	to	PART
ajis02-1551	97	4	evaluate	evaluate	VERB
ajis02-1551	97	5	the	the	DET
ajis02-1551	97	6	feasibility	feasibility	NOUN
ajis02-1551	97	7	of	of	ADP
ajis02-1551	97	8	our	our	PRON
ajis02-1551	97	9	approach	approach	NOUN
ajis02-1551	97	10	,	,	PUNCT
ajis02-1551	97	11	we	we	PRON
ajis02-1551	97	12	employed	employ	VERB
ajis02-1551	97	13	our	our	PRON
ajis02-1551	97	14	event	event	NOUN
ajis02-1551	97	15	-	-	PUNCT
ajis02-1551	97	16	group	group	NOUN
ajis02-1551	97	17	based	base	VERB
ajis02-1551	97	18	approach	approach	NOUN
ajis02-1551	97	19	for	for	ADP
ajis02-1551	97	20	two	two	NUM
ajis02-1551	97	21	different	different	ADJ
ajis02-1551	97	22	sequential	sequential	ADJ
ajis02-1551	97	23	data	datum	NOUN
ajis02-1551	97	24	classification	classification	NOUN
ajis02-1551	97	25	tasks	task	NOUN
ajis02-1551	97	26	in	in	ADP
ajis02-1551	97	27	the	the	DET
ajis02-1551	97	28	following	follow	VERB
ajis02-1551	97	29	experiment	experiment	NOUN
ajis02-1551	97	30	section	section	NOUN
ajis02-1551	97	31	,	,	PUNCT
ajis02-1551	97	32	described	describe	VERB
ajis02-1551	97	33	as	as	SCONJ
ajis02-1551	97	34	follows	follow	VERB
ajis02-1551	97	35	:	:	PUNCT
ajis02-1551	97	36	1	1	NUM
ajis02-1551	97	37	.	.	X
ajis02-1551	97	38	language	language	NOUN
ajis02-1551	97	39	identification	identification	NOUN
ajis02-1551	97	40	.	.	PUNCT
ajis02-1551	98	1	the	the	DET
ajis02-1551	98	2	goal	goal	NOUN
ajis02-1551	98	3	of	of	ADP
ajis02-1551	98	4	this	this	DET
ajis02-1551	98	5	task	task	NOUN
ajis02-1551	98	6	is	be	AUX
ajis02-1551	98	7	to	to	PART
ajis02-1551	98	8	recognise	recognise	VERB
ajis02-1551	98	9	the	the	DET
ajis02-1551	98	10	languages	language	NOUN
ajis02-1551	98	11	from	from	ADP
ajis02-1551	98	12	three	three	NUM
ajis02-1551	98	13	articles	article	NOUN
ajis02-1551	98	14	written	write	VERB
ajis02-1551	98	15	in	in	ADP
ajis02-1551	98	16	different	different	ADJ
ajis02-1551	98	17	languages	language	NOUN
ajis02-1551	98	18	.	.	PUNCT
ajis02-1551	99	1	our	our	PRON
ajis02-1551	99	2	approach	approach	NOUN
ajis02-1551	99	3	is	be	AUX
ajis02-1551	99	4	used	use	VERB
ajis02-1551	99	5	to	to	PART
ajis02-1551	99	6	identify	identify	VERB
ajis02-1551	99	7	what	what	DET
ajis02-1551	99	8	language	language	NOUN
ajis02-1551	99	9	a	a	DET
ajis02-1551	99	10	word	word	NOUN
ajis02-1551	99	11	is	be	AUX
ajis02-1551	99	12	written	write	VERB
ajis02-1551	99	13	in	in	ADP
ajis02-1551	99	14	without	without	ADP
ajis02-1551	99	15	any	any	DET
ajis02-1551	99	16	dictionary	dictionary	NOUN
ajis02-1551	99	17	.	.	PUNCT
ajis02-1551	100	1	this	this	DET
ajis02-1551	100	2	task	task	NOUN
ajis02-1551	100	3	demonstrates	demonstrate	VERB
ajis02-1551	100	4	how	how	SCONJ
ajis02-1551	100	5	our	our	PRON
ajis02-1551	100	6	approach	approach	NOUN
ajis02-1551	100	7	performs	perform	VERB
ajis02-1551	100	8	on	on	ADP
ajis02-1551	100	9	real	real	ADJ
ajis02-1551	100	10	event	event	NOUN
ajis02-1551	100	11	based	base	VERB
ajis02-1551	100	12	sequences	sequence	NOUN
ajis02-1551	100	13	(	(	PUNCT
ajis02-1551	100	14	non	non	ADJ
ajis02-1551	100	15	-	-	ADJ
ajis02-1551	100	16	time	time	ADJ
ajis02-1551	100	17	series	series	NOUN
ajis02-1551	100	18	)	)	PUNCT
ajis02-1551	100	19	rather	rather	ADV
ajis02-1551	100	20	than	than	ADP
ajis02-1551	100	21	artificially	artificially	ADV
ajis02-1551	100	22	generated	generate	VERB
ajis02-1551	100	23	data	datum	NOUN
ajis02-1551	100	24	.	.	PUNCT
ajis02-1551	101	1	the	the	DET
ajis02-1551	101	2	outcomes	outcome	NOUN
ajis02-1551	101	3	are	be	AUX
ajis02-1551	101	4	compared	compare	VERB
ajis02-1551	101	5	with	with	ADP
ajis02-1551	101	6	the	the	DET
ajis02-1551	101	7	text	text	NOUN
ajis02-1551	101	8	mining	mining	NOUN
ajis02-1551	101	9	algorithm	algorithm	NOUN
ajis02-1551	101	10	–	–	PUNCT
ajis02-1551	101	11	“	"	PUNCT
ajis02-1551	101	12	textcat	textcat	NOUN
ajis02-1551	101	13	”	"	PUNCT
ajis02-1551	101	14	(	(	PUNCT
ajis02-1551	101	15	hornik	hornik	X
ajis02-1551	101	16	et	et	PROPN
ajis02-1551	101	17	al	al	PROPN
ajis02-1551	101	18	.	.	PROPN
ajis02-1551	101	19	2013	2013	NUM
ajis02-1551	101	20	)	)	PUNCT
ajis02-1551	101	21	.	.	PUNCT
ajis02-1551	102	1	2	2	X
ajis02-1551	102	2	.	.	X
ajis02-1551	102	3	honeybee	honeybee	NOUN
ajis02-1551	102	4	dance	dance	NOUN
ajis02-1551	102	5	behaviour	behaviour	NOUN
ajis02-1551	102	6	recognition	recognition	NOUN
ajis02-1551	102	7	.	.	PUNCT
ajis02-1551	103	1	in	in	ADP
ajis02-1551	103	2	order	order	NOUN
ajis02-1551	103	3	to	to	PART
ajis02-1551	103	4	identify	identify	VERB
ajis02-1551	103	5	the	the	DET
ajis02-1551	103	6	dancing	dancing	NOUN
ajis02-1551	103	7	behaviours	behaviour	NOUN
ajis02-1551	103	8	of	of	ADP
ajis02-1551	103	9	a	a	DET
ajis02-1551	103	10	honey	honey	NOUN
ajis02-1551	103	11	bee	bee	NOUN
ajis02-1551	103	12	,	,	PUNCT
ajis02-1551	103	13	genuine	genuine	ADJ
ajis02-1551	103	14	honeybee	honeybee	NOUN
ajis02-1551	103	15	motion	motion	NOUN
ajis02-1551	103	16	data	datum	NOUN
ajis02-1551	103	17	are	be	AUX
ajis02-1551	103	18	studied	study	VERB
ajis02-1551	103	19	by	by	ADP
ajis02-1551	103	20	employing	employ	VERB
ajis02-1551	103	21	our	our	PRON
ajis02-1551	103	22	event	event	NOUN
ajis02-1551	103	23	group	group	NOUN
ajis02-1551	103	24	based	base	VERB
ajis02-1551	103	25	approach	approach	NOUN
ajis02-1551	103	26	.	.	PUNCT
ajis02-1551	104	1	the	the	DET
ajis02-1551	104	2	sequential	sequential	ADJ
ajis02-1551	104	3	real	real	ADV
ajis02-1551	104	4	-	-	PUNCT
ajis02-1551	104	5	valued	value	VERB
ajis02-1551	104	6	bee	bee	NOUN
ajis02-1551	104	7	motion	motion	NOUN
ajis02-1551	104	8	data	datum	NOUN
ajis02-1551	104	9	are	be	AUX
ajis02-1551	104	10	transformed	transform	VERB
ajis02-1551	104	11	and	and	CCONJ
ajis02-1551	104	12	clustered	cluster	VERB
ajis02-1551	104	13	into	into	ADP
ajis02-1551	104	14	events	event	NOUN
ajis02-1551	104	15	before	before	ADP
ajis02-1551	104	16	being	be	AUX
ajis02-1551	104	17	analysed	analyse	VERB
ajis02-1551	104	18	by	by	ADP
ajis02-1551	104	19	the	the	DET
ajis02-1551	104	20	xon	xon	PROPN
ajis02-1551	104	21	decision	decision	NOUN
ajis02-1551	104	22	trees	tree	NOUN
ajis02-1551	104	23	.	.	PUNCT
ajis02-1551	105	1	this	this	DET
ajis02-1551	105	2	task	task	NOUN
ajis02-1551	105	3	extends	extend	VERB
ajis02-1551	105	4	the	the	DET
ajis02-1551	105	5	online	online	ADJ
ajis02-1551	105	6	classification	classification	NOUN
ajis02-1551	105	7	work	work	NOUN
ajis02-1551	105	8	to	to	ADP
ajis02-1551	105	9	a	a	DET
ajis02-1551	105	10	real	real	ADJ
ajis02-1551	105	11	-	-	PUNCT
ajis02-1551	105	12	world	world	NOUN
ajis02-1551	105	13	scenario	scenario	NOUN
ajis02-1551	105	14	,	,	PUNCT
ajis02-1551	105	15	involving	involve	VERB
ajis02-1551	105	16	multi	multi	ADJ
ajis02-1551	105	17	-	-	ADJ
ajis02-1551	105	18	dimensional	dimensional	ADJ
ajis02-1551	105	19	time	time	NOUN
ajis02-1551	105	20	series	series	NOUN
ajis02-1551	105	21	data	data	PROPN
ajis02-1551	105	22	.	.	PUNCT
ajis02-1551	106	1	3	3	X
ajis02-1551	106	2	.	.	X
ajis02-1551	106	3	hot	hot	ADJ
ajis02-1551	106	4	metal	metal	NOUN
ajis02-1551	106	5	temperature	temperature	NOUN
ajis02-1551	106	6	prediction	prediction	NOUN
ajis02-1551	106	7	.	.	PUNCT
ajis02-1551	107	1	the	the	DET
ajis02-1551	107	2	aim	aim	NOUN
ajis02-1551	107	3	of	of	ADP
ajis02-1551	107	4	this	this	DET
ajis02-1551	107	5	task	task	NOUN
ajis02-1551	107	6	is	be	AUX
ajis02-1551	107	7	to	to	PART
ajis02-1551	107	8	model	model	VERB
ajis02-1551	107	9	the	the	DET
ajis02-1551	107	10	blast	blast	NOUN
ajis02-1551	107	11	furnace	furnace	NOUN
ajis02-1551	107	12	process	process	NOUN
ajis02-1551	107	13	based	base	VERB
ajis02-1551	107	14	on	on	ADP
ajis02-1551	107	15	the	the	DET
ajis02-1551	107	16	abundant	abundant	ADJ
ajis02-1551	107	17	historical	historical	ADJ
ajis02-1551	107	18	operational	operational	ADJ
ajis02-1551	107	19	data	datum	NOUN
ajis02-1551	107	20	in	in	ADP
ajis02-1551	107	21	order	order	NOUN
ajis02-1551	107	22	to	to	PART
ajis02-1551	107	23	predict	predict	VERB
ajis02-1551	107	24	if	if	SCONJ
ajis02-1551	107	25	the	the	DET
ajis02-1551	107	26	future	future	ADJ
ajis02-1551	107	27	hmt	hmt	NOUN
ajis02-1551	107	28	falls	fall	VERB
ajis02-1551	107	29	outside	outside	ADP
ajis02-1551	107	30	a	a	DET
ajis02-1551	107	31	normal	normal	ADJ
ajis02-1551	107	32	range	range	NOUN
ajis02-1551	107	33	.	.	PUNCT
ajis02-1551	108	1	multiple	multiple	ADJ
ajis02-1551	108	2	ts	ts	ADP
ajis02-1551	108	3	attributes	attribute	NOUN
ajis02-1551	108	4	are	be	AUX
ajis02-1551	108	5	included	include	VERB
ajis02-1551	108	6	in	in	ADP
ajis02-1551	108	7	the	the	DET
ajis02-1551	108	8	dataset	dataset	NOUN
ajis02-1551	108	9	with	with	ADP
ajis02-1551	108	10	various	various	ADJ
ajis02-1551	108	11	connotations	connotation	NOUN
ajis02-1551	108	12	and	and	CCONJ
ajis02-1551	108	13	sampling	sample	VERB
ajis02-1551	108	14	rates	rate	NOUN
ajis02-1551	108	15	,	,	PUNCT
ajis02-1551	108	16	among	among	ADP
ajis02-1551	108	17	which	which	PRON
ajis02-1551	108	18	the	the	DET
ajis02-1551	108	19	temporal	temporal	ADJ
ajis02-1551	108	20	misalignment	misalignment	NOUN
ajis02-1551	108	21	issue	issue	NOUN
ajis02-1551	108	22	exist	exist	VERB
ajis02-1551	108	23	.	.	PUNCT
ajis02-1551	109	1	the	the	DET
ajis02-1551	109	2	events	event	NOUN
ajis02-1551	109	3	in	in	ADP
ajis02-1551	109	4	the	the	DET
ajis02-1551	109	5	bf	bf	NOUN
ajis02-1551	109	6	data	datum	NOUN
ajis02-1551	109	7	are	be	AUX
ajis02-1551	109	8	based	base	VERB
ajis02-1551	109	9	on	on	ADP
ajis02-1551	109	10	the	the	DET
ajis02-1551	109	11	basic	basic	ADJ
ajis02-1551	109	12	shapes	shape	NOUN
ajis02-1551	109	13	,	,	PUNCT
ajis02-1551	109	14	and	and	CCONJ
ajis02-1551	109	15	ensemble	ensemble	ADJ
ajis02-1551	109	16	of	of	ADP
ajis02-1551	109	17	xon	xon	PROPN
ajis02-1551	109	18	models	model	NOUN
ajis02-1551	109	19	are	be	AUX
ajis02-1551	109	20	generated	generate	VERB
ajis02-1551	109	21	and	and	CCONJ
ajis02-1551	109	22	updated	update	VERB
ajis02-1551	109	23	regularly	regularly	ADV
ajis02-1551	109	24	.	.	PUNCT
ajis02-1551	110	1	extract	extract	VERB
ajis02-1551	110	2	e	e	PROPN
ajis02-1551	110	3	ven	ven	PROPN
ajis02-1551	110	4	t	t	PROPN
ajis02-1551	110	5	g	g	PROPN
ajis02-1551	110	6	ro	ro	PROPN
ajis02-1551	110	7	u	u	PROPN
ajis02-1551	110	8	p	p	X
ajis02-1551	110	9	s	s	PART
ajis02-1551	110	10	fro	fro	NOUN
ajis02-1551	110	11	m	m	PROPN
ajis02-1551	110	12	seq	seq	NOUN
ajis02-1551	110	13	u	u	PROPN
ajis02-1551	110	14	en	en	PROPN
ajis02-1551	110	15	ce	ce	PROPN
ajis02-1551	110	16	xon	xon	PROPN
ajis02-1551	110	17	decision	decision	PROPN
ajis02-1551	110	18	tree	tree	NOUN
ajis02-1551	110	19	algorithm	algorithm	NOUN
ajis02-1551	110	20	[	[	X
ajis02-1551	110	21	2]-of-[a2,b2	2]-of-[a2,b2	X
ajis02-1551	110	22	]	]	X
ajis02-1551	110	23	[	[	X
ajis02-1551	110	24	1]-of[a6,b4,b5	1]-of[a6,b4,b5	NUM
ajis02-1551	110	25	]	]	X
ajis02-1551	110	26	class	class	NOUN
ajis02-1551	110	27	2	2	NUM
ajis02-1551	110	28	class	class	NOUN
ajis02-1551	110	29	3	3	NUM
ajis02-1551	110	30	[	[	X
ajis02-1551	110	31	0]-of-[b3	0]-of-[b3	NOUN
ajis02-1551	110	32	]	]	PUNCT
ajis02-1551	110	33	class	class	NOUN
ajis02-1551	110	34	1	1	NUM
ajis02-1551	110	35	class	class	NOUN
ajis02-1551	110	36	2	2	NUM
ajis02-1551	110	37	time	time	NOUN
ajis02-1551	110	38	series	series	NOUN
ajis02-1551	110	39	data	datum	NOUN
ajis02-1551	110	40	with	with	ADP
ajis02-1551	110	41	different	different	ADJ
ajis02-1551	110	42	stages	stage	NOUN
ajis02-1551	110	43	transformed	transform	VERB
ajis02-1551	110	44	temporal	temporal	ADJ
ajis02-1551	110	45	event	event	NOUN
ajis02-1551	110	46	sequences	sequence	NOUN
ajis02-1551	110	47	temporal	temporal	ADJ
ajis02-1551	110	48	event	event	NOUN
ajis02-1551	110	49	groups	group	NOUN
ajis02-1551	110	50	with	with	ADP
ajis02-1551	110	51	class	class	NOUN
ajis02-1551	110	52	labels	label	NOUN
ajis02-1551	110	53	decision	decision	NOUN
ajis02-1551	110	54	tree	tree	NOUN
ajis02-1551	110	55	model	model	NOUN
ajis02-1551	110	56	showing	show	VERB
ajis02-1551	110	57	important	important	ADJ
ajis02-1551	110	58	event	event	NOUN
ajis02-1551	110	59	combinations	combination	NOUN
ajis02-1551	110	60	similarity	similarity	NOUN
ajis02-1551	110	61	clustering	cluster	VERB
ajis02-1551	110	62	symbolic	symbolic	ADJ
ajis02-1551	110	63	time	time	NOUN
ajis02-1551	110	64	series	series	NOUN
ajis02-1551	110	65	to	to	ADP
ajis02-1551	110	66	temporal	temporal	ADJ
ajis02-1551	110	67	events	event	NOUN
ajis02-1551	110	68	segmenting	segment	VERB
ajis02-1551	110	69	australasian	australasian	ADJ
ajis02-1551	110	70	journal	journal	NOUN
ajis02-1551	110	71	of	of	ADP
ajis02-1551	110	72	information	information	NOUN
ajis02-1551	110	73	systems	systems	PROPN
ajis02-1551	110	74	sun	sun	PROPN
ajis02-1551	110	75	&	&	CCONJ
ajis02-1551	110	76	stirling	stirling	PROPN
ajis02-1551	110	77	2017	2017	NUM
ajis02-1551	110	78	,	,	PUNCT
ajis02-1551	110	79	vol	vol	NOUN
ajis02-1551	110	80	21	21	NUM
ajis02-1551	110	81	,	,	PUNCT
ajis02-1551	110	82	selected	select	VERB
ajis02-1551	110	83	papers	paper	NOUN
ajis02-1551	110	84	from	from	ADP
ajis02-1551	110	85	ausdm	ausdm	PROPN
ajis02-1551	110	86	event	event	NOUN
ajis02-1551	110	87	group	group	NOUN
ajis02-1551	110	88	based	base	VERB
ajis02-1551	110	89	classification	classification	NOUN
ajis02-1551	110	90	framework	framework	NOUN
ajis02-1551	110	91	7	7	NUM
ajis02-1551	110	92	4	4	NUM
ajis02-1551	110	93	experiment	experiment	NOUN
ajis02-1551	110	94	and	and	CCONJ
ajis02-1551	110	95	results	result	NOUN
ajis02-1551	110	96	in	in	ADP
ajis02-1551	110	97	this	this	DET
ajis02-1551	110	98	section	section	NOUN
ajis02-1551	110	99	,	,	PUNCT
ajis02-1551	110	100	the	the	DET
ajis02-1551	110	101	method	method	NOUN
ajis02-1551	110	102	proposed	propose	VERB
ajis02-1551	110	103	in	in	ADP
ajis02-1551	110	104	section	section	NOUN
ajis02-1551	110	105	3	3	NUM
ajis02-1551	110	106	will	will	AUX
ajis02-1551	110	107	initially	initially	ADV
ajis02-1551	110	108	be	be	AUX
ajis02-1551	110	109	applied	apply	VERB
ajis02-1551	110	110	on	on	ADP
ajis02-1551	110	111	two	two	NUM
ajis02-1551	110	112	sequential	sequential	ADJ
ajis02-1551	110	113	classification	classification	NOUN
ajis02-1551	110	114	tasks	task	NOUN
ajis02-1551	110	115	,	,	PUNCT
ajis02-1551	110	116	and	and	CCONJ
ajis02-1551	110	117	subsequently	subsequently	ADV
ajis02-1551	110	118	for	for	ADP
ajis02-1551	110	119	modelling	model	VERB
ajis02-1551	110	120	a	a	DET
ajis02-1551	110	121	more	more	ADV
ajis02-1551	110	122	significantly	significantly	ADV
ajis02-1551	110	123	complex	complex	ADJ
ajis02-1551	110	124	industrial	industrial	ADJ
ajis02-1551	110	125	problem	problem	NOUN
ajis02-1551	110	126	.	.	PUNCT
ajis02-1551	111	1	a	a	DET
ajis02-1551	111	2	language	language	NOUN
ajis02-1551	111	3	identification	identification	NOUN
ajis02-1551	111	4	(	(	PUNCT
ajis02-1551	111	5	lid	lid	NOUN
ajis02-1551	111	6	task	task	NOUN
ajis02-1551	111	7	)	)	PUNCT
ajis02-1551	111	8	is	be	AUX
ajis02-1551	111	9	conducted	conduct	VERB
ajis02-1551	111	10	in	in	ADP
ajis02-1551	111	11	order	order	NOUN
ajis02-1551	111	12	to	to	PART
ajis02-1551	111	13	model	model	VERB
ajis02-1551	111	14	and	and	CCONJ
ajis02-1551	111	15	distinguish	distinguish	VERB
ajis02-1551	111	16	three	three	NUM
ajis02-1551	111	17	different	different	ADJ
ajis02-1551	111	18	languages	language	NOUN
ajis02-1551	111	19	(	(	PUNCT
ajis02-1551	111	20	english	english	PROPN
ajis02-1551	111	21	,	,	PUNCT
ajis02-1551	111	22	italian	italian	ADJ
ajis02-1551	111	23	and	and	CCONJ
ajis02-1551	111	24	dutch	dutch	ADJ
ajis02-1551	111	25	)	)	PUNCT
ajis02-1551	111	26	without	without	ADP
ajis02-1551	111	27	the	the	DET
ajis02-1551	111	28	benefit	benefit	NOUN
ajis02-1551	111	29	of	of	ADP
ajis02-1551	111	30	any	any	DET
ajis02-1551	111	31	prior	prior	ADJ
ajis02-1551	111	32	linguistic	linguistic	ADJ
ajis02-1551	111	33	or	or	CCONJ
ajis02-1551	111	34	dictionary	dictionary	ADJ
ajis02-1551	111	35	based	base	VERB
ajis02-1551	111	36	knowledge	knowledge	NOUN
ajis02-1551	111	37	.	.	PUNCT
ajis02-1551	112	1	with	with	ADP
ajis02-1551	112	2	naturally	naturally	ADV
ajis02-1551	112	3	occurring	occur	VERB
ajis02-1551	112	4	events	event	NOUN
ajis02-1551	112	5	and	and	CCONJ
ajis02-1551	112	6	groups	group	NOUN
ajis02-1551	112	7	within	within	ADP
ajis02-1551	112	8	the	the	DET
ajis02-1551	112	9	text	text	NOUN
ajis02-1551	112	10	,	,	PUNCT
ajis02-1551	112	11	i.e.	i.e.	X
ajis02-1551	112	12	letters	letter	NOUN
ajis02-1551	112	13	and	and	CCONJ
ajis02-1551	112	14	words	word	NOUN
ajis02-1551	112	15	,	,	PUNCT
ajis02-1551	112	16	the	the	DET
ajis02-1551	112	17	aim	aim	NOUN
ajis02-1551	112	18	of	of	ADP
ajis02-1551	112	19	this	this	DET
ajis02-1551	112	20	task	task	NOUN
ajis02-1551	112	21	is	be	AUX
ajis02-1551	112	22	to	to	PART
ajis02-1551	112	23	verify	verify	VERB
ajis02-1551	112	24	the	the	DET
ajis02-1551	112	25	feasibility	feasibility	NOUN
ajis02-1551	112	26	of	of	ADP
ajis02-1551	112	27	our	our	PRON
ajis02-1551	112	28	event	event	NOUN
ajis02-1551	112	29	group	group	NOUN
ajis02-1551	112	30	based	base	VERB
ajis02-1551	112	31	methodology	methodology	NOUN
ajis02-1551	112	32	.	.	PUNCT
ajis02-1551	113	1	in	in	ADP
ajis02-1551	113	2	the	the	DET
ajis02-1551	113	3	second	second	NOUN
ajis02-1551	113	4	,	,	PUNCT
ajis02-1551	113	5	the	the	DET
ajis02-1551	113	6	honey	honey	NOUN
ajis02-1551	113	7	bee	bee	PROPN
ajis02-1551	113	8	dancing	dancing	NOUN
ajis02-1551	113	9	task	task	NOUN
ajis02-1551	113	10	,	,	PUNCT
ajis02-1551	113	11	we	we	PRON
ajis02-1551	113	12	evaluate	evaluate	VERB
ajis02-1551	113	13	the	the	DET
ajis02-1551	113	14	method	method	NOUN
ajis02-1551	113	15	on	on	ADP
ajis02-1551	113	16	realvalued	realvalue	VERB
ajis02-1551	113	17	time	time	NOUN
ajis02-1551	113	18	series	series	NOUN
ajis02-1551	113	19	.	.	PUNCT
ajis02-1551	114	1	in	in	ADP
ajis02-1551	114	2	both	both	DET
ajis02-1551	114	3	tasks	task	NOUN
ajis02-1551	114	4	,	,	PUNCT
ajis02-1551	114	5	online	online	ADJ
ajis02-1551	114	6	classification	classification	NOUN
ajis02-1551	114	7	along	along	ADP
ajis02-1551	114	8	continuous	continuous	ADJ
ajis02-1551	114	9	sequences	sequence	NOUN
ajis02-1551	114	10	is	be	AUX
ajis02-1551	114	11	accomplished	accomplish	VERB
ajis02-1551	114	12	,	,	PUNCT
ajis02-1551	114	13	i.e.	i.e.	X
ajis02-1551	114	14	different	different	ADJ
ajis02-1551	114	15	classes	class	NOUN
ajis02-1551	114	16	in	in	ADP
ajis02-1551	114	17	different	different	ADJ
ajis02-1551	114	18	states	state	NOUN
ajis02-1551	114	19	,	,	PUNCT
ajis02-1551	114	20	and	and	CCONJ
ajis02-1551	114	21	in	in	ADP
ajis02-1551	114	22	a	a	DET
ajis02-1551	114	23	progressive	progressive	ADJ
ajis02-1551	114	24	manner	manner	NOUN
ajis02-1551	114	25	in	in	ADP
ajis02-1551	114	26	terms	term	NOUN
ajis02-1551	114	27	of	of	ADP
ajis02-1551	114	28	the	the	DET
ajis02-1551	114	29	complexity	complexity	NOUN
ajis02-1551	114	30	.	.	PUNCT
ajis02-1551	115	1	finally	finally	ADV
ajis02-1551	115	2	,	,	PUNCT
ajis02-1551	115	3	the	the	DET
ajis02-1551	115	4	evaluated	evaluated	ADJ
ajis02-1551	115	5	full	full	ADJ
ajis02-1551	115	6	egbc	egbc	NOUN
ajis02-1551	115	7	framework	framework	NOUN
ajis02-1551	115	8	is	be	AUX
ajis02-1551	115	9	utilised	utilise	VERB
ajis02-1551	115	10	for	for	ADP
ajis02-1551	115	11	modelling	model	VERB
ajis02-1551	115	12	the	the	DET
ajis02-1551	115	13	ironmaking	ironmaking	NOUN
ajis02-1551	115	14	dataset	dataset	VERB
ajis02-1551	115	15	in	in	ADP
ajis02-1551	115	16	order	order	NOUN
ajis02-1551	115	17	to	to	PART
ajis02-1551	115	18	predict	predict	VERB
ajis02-1551	115	19	abnormal	abnormal	ADJ
ajis02-1551	115	20	states	state	NOUN
ajis02-1551	115	21	of	of	ADP
ajis02-1551	115	22	the	the	DET
ajis02-1551	115	23	blast	blast	NOUN
ajis02-1551	115	24	furnace	furnace	NOUN
ajis02-1551	115	25	.	.	PUNCT
ajis02-1551	116	1	4.1	4.1	NUM
ajis02-1551	116	2	text	text	NOUN
ajis02-1551	116	3	mining	mining	NOUN
ajis02-1551	116	4	–	–	PUNCT
ajis02-1551	116	5	language	language	NOUN
ajis02-1551	116	6	identification	identification	NOUN
ajis02-1551	116	7	the	the	DET
ajis02-1551	116	8	automatic	automatic	ADJ
ajis02-1551	116	9	identification	identification	NOUN
ajis02-1551	116	10	of	of	ADP
ajis02-1551	116	11	a	a	DET
ajis02-1551	116	12	language	language	NOUN
ajis02-1551	116	13	from	from	ADP
ajis02-1551	116	14	text	text	NOUN
ajis02-1551	116	15	is	be	AUX
ajis02-1551	116	16	an	an	DET
ajis02-1551	116	17	important	important	ADJ
ajis02-1551	116	18	and	and	CCONJ
ajis02-1551	116	19	well	well	ADV
ajis02-1551	116	20	-	-	PUNCT
ajis02-1551	116	21	studied	study	VERB
ajis02-1551	116	22	problem	problem	NOUN
ajis02-1551	116	23	,	,	PUNCT
ajis02-1551	116	24	which	which	PRON
ajis02-1551	116	25	was	be	AUX
ajis02-1551	116	26	considered	consider	VERB
ajis02-1551	116	27	as	as	ADP
ajis02-1551	116	28	a	a	DET
ajis02-1551	116	29	solved	solved	ADJ
ajis02-1551	116	30	problem	problem	NOUN
ajis02-1551	116	31	(	(	PUNCT
ajis02-1551	116	32	mcnamee	mcnamee	PROPN
ajis02-1551	116	33	2005	2005	NUM
ajis02-1551	116	34	)	)	PUNCT
ajis02-1551	116	35	.	.	PUNCT
ajis02-1551	117	1	lid	lid	PROPN
ajis02-1551	117	2	is	be	AUX
ajis02-1551	117	3	a	a	DET
ajis02-1551	117	4	typical	typical	ADJ
ajis02-1551	117	5	multi	multi	ADJ
ajis02-1551	117	6	-	-	ADJ
ajis02-1551	117	7	class	class	ADJ
ajis02-1551	117	8	classification	classification	NOUN
ajis02-1551	117	9	task	task	NOUN
ajis02-1551	117	10	,	,	PUNCT
ajis02-1551	117	11	however	however	ADV
ajis02-1551	117	12	,	,	PUNCT
ajis02-1551	117	13	in	in	ADP
ajis02-1551	117	14	the	the	DET
ajis02-1551	117	15	past	past	NOUN
ajis02-1551	117	16	,	,	PUNCT
ajis02-1551	117	17	decision	decision	NOUN
ajis02-1551	117	18	tree	tree	NOUN
ajis02-1551	117	19	techniques	technique	NOUN
ajis02-1551	117	20	were	be	AUX
ajis02-1551	117	21	not	not	PART
ajis02-1551	117	22	considered	consider	VERB
ajis02-1551	117	23	in	in	ADP
ajis02-1551	117	24	this	this	DET
ajis02-1551	117	25	domain	domain	NOUN
ajis02-1551	117	26	.	.	PUNCT
ajis02-1551	118	1	the	the	DET
ajis02-1551	118	2	general	general	ADJ
ajis02-1551	118	3	lid	lid	NOUN
ajis02-1551	118	4	methods	method	NOUN
ajis02-1551	118	5	are	be	AUX
ajis02-1551	118	6	based	base	VERB
ajis02-1551	118	7	on	on	ADP
ajis02-1551	118	8	either	either	CCONJ
ajis02-1551	118	9	statistical	statistical	ADJ
ajis02-1551	118	10	language	language	NOUN
ajis02-1551	118	11	modelling	modelling	NOUN
ajis02-1551	118	12	or	or	CCONJ
ajis02-1551	118	13	the	the	DET
ajis02-1551	118	14	frequency	frequency	NOUN
ajis02-1551	118	15	of	of	ADP
ajis02-1551	118	16	common	common	ADJ
ajis02-1551	118	17	word	word	NOUN
ajis02-1551	118	18	usage	usage	NOUN
ajis02-1551	118	19	.	.	PUNCT
ajis02-1551	119	1	both	both	CCONJ
ajis02-1551	119	2	the	the	DET
ajis02-1551	119	3	statistical	statistical	ADJ
ajis02-1551	119	4	and	and	CCONJ
ajis02-1551	119	5	frequency	frequency	NOUN
ajis02-1551	119	6	of	of	ADP
ajis02-1551	119	7	common	common	ADJ
ajis02-1551	119	8	words	word	NOUN
ajis02-1551	119	9	usage	usage	NOUN
ajis02-1551	119	10	methods	method	NOUN
ajis02-1551	119	11	work	work	VERB
ajis02-1551	119	12	better	well	ADV
ajis02-1551	119	13	on	on	ADP
ajis02-1551	119	14	sentences	sentence	NOUN
ajis02-1551	119	15	that	that	PRON
ajis02-1551	119	16	consist	consist	VERB
ajis02-1551	119	17	of	of	ADP
ajis02-1551	119	18	more	more	ADJ
ajis02-1551	119	19	than	than	ADP
ajis02-1551	119	20	15	15	NUM
ajis02-1551	119	21	words	word	NOUN
ajis02-1551	119	22	(	(	PUNCT
ajis02-1551	119	23	mcnamee	mcnamee	PROPN
ajis02-1551	119	24	2005	2005	NUM
ajis02-1551	119	25	)	)	PUNCT
ajis02-1551	119	26	.	.	PUNCT
ajis02-1551	120	1	the	the	DET
ajis02-1551	120	2	accuracy	accuracy	NOUN
ajis02-1551	120	3	of	of	ADP
ajis02-1551	120	4	various	various	ADJ
ajis02-1551	120	5	traditional	traditional	ADJ
ajis02-1551	120	6	lid	lid	NOUN
ajis02-1551	120	7	methods	method	NOUN
ajis02-1551	120	8	approaches	approach	VERB
ajis02-1551	120	9	some	some	DET
ajis02-1551	120	10	98	98	NUM
ajis02-1551	120	11	%	%	NOUN
ajis02-1551	120	12	if	if	SCONJ
ajis02-1551	120	13	the	the	DET
ajis02-1551	120	14	decision	decision	NOUN
ajis02-1551	120	15	is	be	AUX
ajis02-1551	120	16	based	base	VERB
ajis02-1551	120	17	on	on	ADP
ajis02-1551	120	18	sentences	sentence	NOUN
ajis02-1551	120	19	or	or	CCONJ
ajis02-1551	120	20	short	short	ADJ
ajis02-1551	120	21	paragraphs	paragraph	NOUN
ajis02-1551	120	22	(	(	PUNCT
ajis02-1551	120	23	takcı	takcı	PROPN
ajis02-1551	120	24	&	&	CCONJ
ajis02-1551	120	25	soğukpınar	soğukpınar	PROPN
ajis02-1551	120	26	2004	2004	NUM
ajis02-1551	120	27	)	)	PUNCT
ajis02-1551	120	28	.	.	PUNCT
ajis02-1551	121	1	for	for	ADP
ajis02-1551	121	2	the	the	DET
ajis02-1551	121	3	general	general	ADJ
ajis02-1551	121	4	lid	lid	NOUN
ajis02-1551	121	5	task	task	NOUN
ajis02-1551	121	6	,	,	PUNCT
ajis02-1551	121	7	identifying	identify	VERB
ajis02-1551	121	8	the	the	DET
ajis02-1551	121	9	language	language	NOUN
ajis02-1551	121	10	of	of	ADP
ajis02-1551	121	11	single	single	ADJ
ajis02-1551	121	12	words	word	NOUN
ajis02-1551	121	13	is	be	AUX
ajis02-1551	121	14	not	not	PART
ajis02-1551	121	15	practically	practically	ADV
ajis02-1551	121	16	necessary	necessary	ADJ
ajis02-1551	121	17	,	,	PUNCT
ajis02-1551	121	18	because	because	SCONJ
ajis02-1551	121	19	it	it	PRON
ajis02-1551	121	20	is	be	AUX
ajis02-1551	121	21	not	not	PART
ajis02-1551	121	22	common	common	ADJ
ajis02-1551	121	23	to	to	PART
ajis02-1551	121	24	mix	mix	VERB
ajis02-1551	121	25	different	different	ADJ
ajis02-1551	121	26	languages	language	NOUN
ajis02-1551	121	27	within	within	ADP
ajis02-1551	121	28	individual	individual	ADJ
ajis02-1551	121	29	sentences	sentence	NOUN
ajis02-1551	121	30	and	and	CCONJ
ajis02-1551	121	31	paragraphs	paragraph	NOUN
ajis02-1551	121	32	.	.	PUNCT
ajis02-1551	122	1	however	however	ADV
ajis02-1551	122	2	,	,	PUNCT
ajis02-1551	122	3	in	in	ADP
ajis02-1551	122	4	this	this	DET
ajis02-1551	122	5	work	work	NOUN
ajis02-1551	122	6	,	,	PUNCT
ajis02-1551	122	7	in	in	ADP
ajis02-1551	122	8	order	order	NOUN
ajis02-1551	122	9	to	to	PART
ajis02-1551	122	10	evaluate	evaluate	VERB
ajis02-1551	122	11	the	the	DET
ajis02-1551	122	12	proposed	propose	VERB
ajis02-1551	122	13	event	event	NOUN
ajis02-1551	122	14	group	group	NOUN
ajis02-1551	122	15	based	base	VERB
ajis02-1551	122	16	classification	classification	NOUN
ajis02-1551	122	17	approach	approach	NOUN
ajis02-1551	122	18	,	,	PUNCT
ajis02-1551	122	19	all	all	DET
ajis02-1551	122	20	articles	article	NOUN
ajis02-1551	122	21	are	be	AUX
ajis02-1551	122	22	analysed	analyse	VERB
ajis02-1551	122	23	and	and	CCONJ
ajis02-1551	122	24	classified	classify	VERB
ajis02-1551	122	25	word	word	NOUN
ajis02-1551	122	26	by	by	ADP
ajis02-1551	122	27	word	word	NOUN
ajis02-1551	122	28	.	.	PUNCT
ajis02-1551	123	1	4.1.1	4.1.1	NUM
ajis02-1551	123	2	dataset	dataset	VERB
ajis02-1551	123	3	six	six	NUM
ajis02-1551	123	4	public	public	ADJ
ajis02-1551	123	5	domain	domain	NOUN
ajis02-1551	123	6	e	e	NOUN
ajis02-1551	123	7	-	-	NOUN
ajis02-1551	123	8	books	book	NOUN
ajis02-1551	123	9	in	in	ADP
ajis02-1551	123	10	the	the	DET
ajis02-1551	123	11	three	three	NUM
ajis02-1551	123	12	specific	specific	ADJ
ajis02-1551	123	13	languages	language	NOUN
ajis02-1551	123	14	are	be	AUX
ajis02-1551	123	15	obtained	obtain	VERB
ajis02-1551	123	16	from	from	ADP
ajis02-1551	123	17	the	the	DET
ajis02-1551	123	18	project	project	NOUN
ajis02-1551	123	19	gutenberg	gutenberg	PROPN
ajis02-1551	123	20	website	website	NOUN
ajis02-1551	123	21	(	(	PUNCT
ajis02-1551	123	22	project	project	NOUN
ajis02-1551	123	23	gutenberg	gutenberg	PROPN
ajis02-1551	123	24	.	.	PUNCT
ajis02-1551	124	1	n.d	n.d	PROPN
ajis02-1551	124	2	.	.	PROPN
ajis02-1551	124	3	)	)	PUNCT
ajis02-1551	124	4	,	,	PUNCT
ajis02-1551	124	5	two	two	NUM
ajis02-1551	124	6	in	in	ADP
ajis02-1551	124	7	each	each	DET
ajis02-1551	124	8	language2	language2	NOUN
ajis02-1551	124	9	.	.	PUNCT
ajis02-1551	125	1	in	in	ADP
ajis02-1551	125	2	order	order	NOUN
ajis02-1551	125	3	to	to	PART
ajis02-1551	125	4	ensure	ensure	VERB
ajis02-1551	125	5	that	that	SCONJ
ajis02-1551	125	6	only	only	ADJ
ajis02-1551	125	7	letter	letter	NOUN
ajis02-1551	125	8	combinations	combination	NOUN
ajis02-1551	125	9	are	be	AUX
ajis02-1551	125	10	used	use	VERB
ajis02-1551	125	11	as	as	ADP
ajis02-1551	125	12	a	a	DET
ajis02-1551	125	13	valid	valid	ADJ
ajis02-1551	125	14	basis	basis	NOUN
ajis02-1551	125	15	for	for	ADP
ajis02-1551	125	16	the	the	DET
ajis02-1551	125	17	classification	classification	NOUN
ajis02-1551	125	18	process	process	NOUN
ajis02-1551	125	19	,	,	PUNCT
ajis02-1551	125	20	all	all	DET
ajis02-1551	125	21	symbols	symbol	NOUN
ajis02-1551	125	22	and	and	CCONJ
ajis02-1551	125	23	non	non	ADJ
ajis02-1551	125	24	-	-	ADJ
ajis02-1551	125	25	english	english	ADJ
ajis02-1551	125	26	characters	character	NOUN
ajis02-1551	125	27	are	be	AUX
ajis02-1551	125	28	removed	remove	VERB
ajis02-1551	125	29	.	.	PUNCT
ajis02-1551	126	1	words	word	NOUN
ajis02-1551	126	2	with	with	ADP
ajis02-1551	126	3	three	three	NUM
ajis02-1551	126	4	or	or	CCONJ
ajis02-1551	126	5	fewer	few	ADJ
ajis02-1551	126	6	letters	letter	NOUN
ajis02-1551	126	7	are	be	AUX
ajis02-1551	126	8	ignored	ignore	VERB
ajis02-1551	126	9	and	and	CCONJ
ajis02-1551	126	10	the	the	DET
ajis02-1551	126	11	texts	text	NOUN
ajis02-1551	126	12	are	be	AUX
ajis02-1551	126	13	pre	pre	ADJ
ajis02-1551	126	14	-	-	VERB
ajis02-1551	126	15	processed	process	VERB
ajis02-1551	126	16	with	with	ADP
ajis02-1551	126	17	the	the	DET
ajis02-1551	126	18	porter	porter	NOUN
ajis02-1551	126	19	stemming	stem	VERB
ajis02-1551	126	20	algorithm	algorithm	NOUN
ajis02-1551	126	21	(	(	PUNCT
ajis02-1551	126	22	porter	porter	NOUN
ajis02-1551	126	23	1980	1980	NUM
ajis02-1551	126	24	)	)	PUNCT
ajis02-1551	126	25	to	to	PART
ajis02-1551	126	26	reduce	reduce	VERB
ajis02-1551	126	27	the	the	DET
ajis02-1551	126	28	word	word	NOUN
ajis02-1551	126	29	form	form	NOUN
ajis02-1551	126	30	variances	variance	NOUN
ajis02-1551	126	31	for	for	ADP
ajis02-1551	126	32	better	well	ADJ
ajis02-1551	126	33	information	information	NOUN
ajis02-1551	126	34	retrieval	retrieval	NOUN
ajis02-1551	126	35	.	.	PUNCT
ajis02-1551	127	1	the	the	DET
ajis02-1551	127	2	sizes	size	NOUN
ajis02-1551	127	3	of	of	ADP
ajis02-1551	127	4	the	the	DET
ajis02-1551	127	5	training	training	NOUN
ajis02-1551	127	6	and	and	CCONJ
ajis02-1551	127	7	testing	testing	NOUN
ajis02-1551	127	8	datasets	dataset	NOUN
ajis02-1551	127	9	are	be	AUX
ajis02-1551	127	10	118,192	118,192	NUM
ajis02-1551	127	11	words	word	NOUN
ajis02-1551	127	12	(	(	PUNCT
ajis02-1551	127	13	eng	eng	NOUN
ajis02-1551	127	14	:	:	PUNCT
ajis02-1551	127	15	31,387	31,387	NUM
ajis02-1551	127	16	;	;	PUNCT
ajis02-1551	127	17	ita	ita	NOUN
ajis02-1551	127	18	:	:	PUNCT
ajis02-1551	127	19	50,282	50,282	NUM
ajis02-1551	127	20	;	;	PUNCT
ajis02-1551	127	21	dut	dut	PROPN
ajis02-1551	127	22	:	:	PUNCT
ajis02-1551	127	23	36,523	36,523	NUM
ajis02-1551	127	24	)	)	PUNCT
ajis02-1551	127	25	and	and	CCONJ
ajis02-1551	127	26	76,143	76,143	NUM
ajis02-1551	127	27	words	word	NOUN
ajis02-1551	127	28	(	(	PUNCT
ajis02-1551	127	29	eng	eng	NOUN
ajis02-1551	127	30	:	:	PUNCT
ajis02-1551	127	31	25,644	25,644	NUM
ajis02-1551	127	32	;	;	PUNCT
ajis02-1551	127	33	ita	ita	NOUN
ajis02-1551	127	34	:	:	PUNCT
ajis02-1551	127	35	34,068	34,068	NUM
ajis02-1551	127	36	;	;	PUNCT
ajis02-1551	127	37	dut	dut	PROPN
ajis02-1551	127	38	:	:	PUNCT
ajis02-1551	127	39	16,431	16,431	NUM
ajis02-1551	127	40	)	)	PUNCT
ajis02-1551	127	41	respectively	respectively	ADV
ajis02-1551	127	42	.	.	PUNCT
ajis02-1551	128	1	because	because	SCONJ
ajis02-1551	128	2	words	word	NOUN
ajis02-1551	128	3	are	be	AUX
ajis02-1551	128	4	the	the	DET
ajis02-1551	128	5	basic	basic	ADJ
ajis02-1551	128	6	meaningful	meaningful	ADJ
ajis02-1551	128	7	elements	element	NOUN
ajis02-1551	128	8	in	in	ADP
ajis02-1551	128	9	languages	language	NOUN
ajis02-1551	128	10	,	,	PUNCT
ajis02-1551	128	11	the	the	DET
ajis02-1551	128	12	event	event	NOUN
ajis02-1551	128	13	groups	group	NOUN
ajis02-1551	128	14	are	be	AUX
ajis02-1551	128	15	naturally	naturally	ADV
ajis02-1551	128	16	defined	define	VERB
ajis02-1551	128	17	as	as	ADP
ajis02-1551	128	18	single	single	ADJ
ajis02-1551	128	19	words	word	NOUN
ajis02-1551	128	20	.	.	PUNCT
ajis02-1551	129	1	as	as	SCONJ
ajis02-1551	129	2	the	the	DET
ajis02-1551	129	3	spelling	spelling	NOUN
ajis02-1551	129	4	is	be	AUX
ajis02-1551	129	5	sensitive	sensitive	ADJ
ajis02-1551	129	6	to	to	ADP
ajis02-1551	129	7	the	the	DET
ajis02-1551	129	8	order	order	NOUN
ajis02-1551	129	9	of	of	ADP
ajis02-1551	129	10	characters	character	NOUN
ajis02-1551	129	11	,	,	PUNCT
ajis02-1551	129	12	in	in	ADP
ajis02-1551	129	13	order	order	NOUN
ajis02-1551	129	14	to	to	PART
ajis02-1551	129	15	partially	partially	ADV
ajis02-1551	129	16	retain	retain	VERB
ajis02-1551	129	17	ordering	order	VERB
ajis02-1551	129	18	information	information	NOUN
ajis02-1551	129	19	,	,	PUNCT
ajis02-1551	129	20	every	every	DET
ajis02-1551	129	21	pair	pair	NOUN
ajis02-1551	129	22	of	of	ADP
ajis02-1551	129	23	adjacent	adjacent	ADJ
ajis02-1551	129	24	characters	character	NOUN
ajis02-1551	129	25	in	in	ADP
ajis02-1551	129	26	a	a	DET
ajis02-1551	129	27	word	word	NOUN
ajis02-1551	129	28	are	be	AUX
ajis02-1551	129	29	defined	define	VERB
ajis02-1551	129	30	as	as	ADP
ajis02-1551	129	31	events	event	NOUN
ajis02-1551	129	32	rather	rather	ADV
ajis02-1551	129	33	than	than	ADP
ajis02-1551	129	34	individual	individual	ADJ
ajis02-1551	129	35	letters	letter	NOUN
ajis02-1551	129	36	.	.	PUNCT
ajis02-1551	130	1	preliminary	preliminary	ADJ
ajis02-1551	130	2	experiments	experiment	NOUN
ajis02-1551	130	3	indicate	indicate	VERB
ajis02-1551	130	4	that	that	SCONJ
ajis02-1551	130	5	the	the	DET
ajis02-1551	130	6	xon	xon	PROPN
ajis02-1551	130	7	models	model	NOUN
ajis02-1551	130	8	using	use	VERB
ajis02-1551	130	9	2	2	NUM
ajis02-1551	130	10	-	-	PUNCT
ajis02-1551	130	11	letter	letter	NOUN
ajis02-1551	130	12	events	event	NOUN
ajis02-1551	130	13	have	have	VERB
ajis02-1551	130	14	a	a	DET
ajis02-1551	130	15	noticeable	noticeable	ADJ
ajis02-1551	130	16	improvement	improvement	NOUN
ajis02-1551	130	17	(	(	PUNCT
ajis02-1551	130	18	5	5	NUM
ajis02-1551	130	19	%	%	NOUN
ajis02-1551	130	20	)	)	PUNCT
ajis02-1551	130	21	on	on	ADP
ajis02-1551	130	22	classification	classification	NOUN
ajis02-1551	130	23	accuracy	accuracy	NOUN
ajis02-1551	130	24	compared	compare	VERB
ajis02-1551	130	25	to	to	ADP
ajis02-1551	130	26	models	model	NOUN
ajis02-1551	130	27	using	use	VERB
ajis02-1551	130	28	1	1	NUM
ajis02-1551	130	29	-	-	PUNCT
ajis02-1551	130	30	letter	letter	NOUN
ajis02-1551	130	31	events	event	NOUN
ajis02-1551	130	32	,	,	PUNCT
ajis02-1551	130	33	if	if	SCONJ
ajis02-1551	130	34	the	the	DET
ajis02-1551	130	35	same	same	ADJ
ajis02-1551	130	36	modelling	modelling	NOUN
ajis02-1551	130	37	parameters	parameter	NOUN
ajis02-1551	130	38	are	be	AUX
ajis02-1551	130	39	used	use	VERB
ajis02-1551	130	40	.	.	PUNCT
ajis02-1551	131	1	4.1.2	4.1.2	NUM
ajis02-1551	131	2	experiment	experiment	NOUN
ajis02-1551	131	3	setting	setting	NOUN
ajis02-1551	131	4	and	and	CCONJ
ajis02-1551	131	5	results	result	NOUN
ajis02-1551	131	6	following	follow	VERB
ajis02-1551	131	7	the	the	DET
ajis02-1551	131	8	pseudocode	pseudocode	NOUN
ajis02-1551	131	9	in	in	ADP
ajis02-1551	131	10	zheng	zheng	PROPN
ajis02-1551	131	11	’s	’s	PART
ajis02-1551	131	12	paper	paper	NOUN
ajis02-1551	131	13	,	,	PUNCT
ajis02-1551	131	14	the	the	DET
ajis02-1551	131	15	xon	xon	PROPN
ajis02-1551	131	16	algorithm	algorithm	PROPN
ajis02-1551	131	17	was	be	AUX
ajis02-1551	131	18	implemented	implement	VERB
ajis02-1551	131	19	using	use	VERB
ajis02-1551	131	20	python	python	PROPN
ajis02-1551	131	21	2.7	2.7	NUM
ajis02-1551	131	22	.	.	PUNCT
ajis02-1551	132	1	in	in	ADP
ajis02-1551	132	2	order	order	NOUN
ajis02-1551	132	3	to	to	PART
ajis02-1551	132	4	check	check	VERB
ajis02-1551	132	5	the	the	DET
ajis02-1551	132	6	stability	stability	NOUN
ajis02-1551	132	7	of	of	ADP
ajis02-1551	132	8	the	the	DET
ajis02-1551	132	9	method	method	NOUN
ajis02-1551	132	10	,	,	PUNCT
ajis02-1551	132	11	a	a	DET
ajis02-1551	132	12	number	number	NOUN
ajis02-1551	132	13	of	of	ADP
ajis02-1551	132	14	xon	xon	PROPN
ajis02-1551	132	15	models	model	NOUN
ajis02-1551	132	16	were	be	AUX
ajis02-1551	132	17	generated	generate	VERB
ajis02-1551	132	18	based	base	VERB
ajis02-1551	132	19	on	on	ADP
ajis02-1551	132	20	a	a	DET
ajis02-1551	132	21	random	random	ADJ
ajis02-1551	132	22	60	60	NUM
ajis02-1551	132	23	%	%	NOUN
ajis02-1551	132	24	of	of	ADP
ajis02-1551	132	25	the	the	DET
ajis02-1551	132	26	training	training	NOUN
ajis02-1551	132	27	text	text	NOUN
ajis02-1551	132	28	,	,	PUNCT
ajis02-1551	132	29	and	and	CCONJ
ajis02-1551	132	30	all	all	PRON
ajis02-1551	132	31	performed	perform	VERB
ajis02-1551	132	32	similarly	similarly	ADV
ajis02-1551	132	33	in	in	ADP
ajis02-1551	132	34	terms	term	NOUN
ajis02-1551	132	35	of	of	ADP
ajis02-1551	132	36	the	the	DET
ajis02-1551	132	37	amount	amount	NOUN
ajis02-1551	132	38	2	2	NUM
ajis02-1551	132	39	training	training	NOUN
ajis02-1551	132	40	texts	text	NOUN
ajis02-1551	132	41	:	:	PUNCT
ajis02-1551	132	42	
 	
 	SPACE
ajis02-1551	132	43	english	english	PROPN
ajis02-1551	132	44	:	:	PUNCT
ajis02-1551	132	45	http://www.gutenberg.org/files/1999/1999.txt	http://www.gutenberg.org/files/1999/1999.txt	PROPN
ajis02-1551	132	46	italian	italian	PROPN
ajis02-1551	132	47	:	:	PUNCT
ajis02-1551	132	48	http://www.gutenberg.org/cache/epub/1012/pg1012.txt	http://www.gutenberg.org/cache/epub/1012/pg1012.txt	PROPN
ajis02-1551	132	49	dutch	dutch	PROPN
ajis02-1551	132	50	:	:	PUNCT
ajis02-1551	132	51	http://www.gutenberg.org/files/18066/18066-8.txt	http://www.gutenberg.org/files/18066/18066-8.txt	ADJ
ajis02-1551	132	52	testing	testing	NOUN
ajis02-1551	132	53	texts	text	NOUN
ajis02-1551	132	54	:	:	PUNCT
ajis02-1551	132	55	
 	
 	SPACE
ajis02-1551	132	56	english	english	PROPN
ajis02-1551	132	57	:	:	PUNCT
ajis02-1551	132	58	http://www.gutenberg.org/ebooks/43230	http://www.gutenberg.org/ebooks/43230	PROPN
ajis02-1551	132	59	italian	italian	NOUN
ajis02-1551	132	60	:	:	PUNCT
ajis02-1551	132	61	http://www.gutenberg.org/ebooks/43226	http://www.gutenberg.org/ebooks/43226	PROPN
ajis02-1551	132	62	dutch	dutch	PROPN
ajis02-1551	132	63	:	:	PUNCT
ajis02-1551	132	64	http://www.gutenberg.org/ebooks/11500	http://www.gutenberg.org/ebooks/11500	ADJ
ajis02-1551	132	65	australasian	australasian	ADJ
ajis02-1551	132	66	journal	journal	NOUN
ajis02-1551	132	67	of	of	ADP
ajis02-1551	132	68	information	information	NOUN
ajis02-1551	132	69	systems	systems	PROPN
ajis02-1551	132	70	sun	sun	PROPN
ajis02-1551	132	71	&	&	CCONJ
ajis02-1551	132	72	stirling	stirling	PROPN
ajis02-1551	132	73	2017	2017	NUM
ajis02-1551	132	74	,	,	PUNCT
ajis02-1551	132	75	vol	vol	NOUN
ajis02-1551	132	76	21	21	NUM
ajis02-1551	132	77	,	,	PUNCT
ajis02-1551	132	78	selected	select	VERB
ajis02-1551	132	79	papers	paper	NOUN
ajis02-1551	132	80	from	from	ADP
ajis02-1551	132	81	ausdm	ausdm	PROPN
ajis02-1551	132	82	event	event	NOUN
ajis02-1551	132	83	group	group	NOUN
ajis02-1551	132	84	based	base	VERB
ajis02-1551	132	85	classification	classification	NOUN
ajis02-1551	132	86	framework	framework	NOUN
ajis02-1551	132	87	8	8	NUM
ajis02-1551	132	88	of	of	ADP
ajis02-1551	132	89	pruning	prune	VERB
ajis02-1551	132	90	used	use	VERB
ajis02-1551	132	91	and	and	CCONJ
ajis02-1551	132	92	their	their	PRON
ajis02-1551	132	93	accuracy	accuracy	NOUN
ajis02-1551	132	94	.	.	PUNCT
ajis02-1551	133	1	in	in	ADP
ajis02-1551	133	2	the	the	DET
ajis02-1551	133	3	following	follow	VERB
ajis02-1551	133	4	experiments	experiment	NOUN
ajis02-1551	133	5	,	,	PUNCT
ajis02-1551	133	6	the	the	DET
ajis02-1551	133	7	model	model	NOUN
ajis02-1551	133	8	with	with	ADP
ajis02-1551	133	9	the	the	DET
ajis02-1551	133	10	highest	high	ADJ
ajis02-1551	133	11	classification	classification	NOUN
ajis02-1551	133	12	accuracy	accuracy	NOUN
ajis02-1551	133	13	and	and	CCONJ
ajis02-1551	133	14	moderate	moderate	ADJ
ajis02-1551	133	15	pruning	pruning	NOUN
ajis02-1551	133	16	was	be	AUX
ajis02-1551	133	17	chosen	choose	VERB
ajis02-1551	133	18	for	for	ADP
ajis02-1551	133	19	further	further	ADJ
ajis02-1551	133	20	analysis	analysis	NOUN
ajis02-1551	133	21	.	.	PUNCT
ajis02-1551	134	1	in	in	ADP
ajis02-1551	134	2	this	this	DET
ajis02-1551	134	3	experiment	experiment	NOUN
ajis02-1551	134	4	,	,	PUNCT
ajis02-1551	134	5	the	the	DET
ajis02-1551	134	6	xon	xon	PROPN
ajis02-1551	134	7	tree	tree	NOUN
ajis02-1551	134	8	model	model	NOUN
ajis02-1551	134	9	is	be	AUX
ajis02-1551	134	10	not	not	PART
ajis02-1551	134	11	forced	force	VERB
ajis02-1551	134	12	to	to	PART
ajis02-1551	134	13	make	make	VERB
ajis02-1551	134	14	a	a	DET
ajis02-1551	134	15	decision	decision	NOUN
ajis02-1551	134	16	on	on	ADP
ajis02-1551	134	17	every	every	DET
ajis02-1551	134	18	event	event	NOUN
ajis02-1551	134	19	group	group	NOUN
ajis02-1551	134	20	(	(	PUNCT
ajis02-1551	134	21	word	word	NOUN
ajis02-1551	134	22	)	)	PUNCT
ajis02-1551	134	23	,	,	PUNCT
ajis02-1551	134	24	as	as	SCONJ
ajis02-1551	134	25	some	some	DET
ajis02-1551	134	26	words	word	NOUN
ajis02-1551	134	27	may	may	AUX
ajis02-1551	134	28	exist	exist	VERB
ajis02-1551	134	29	in	in	ADP
ajis02-1551	134	30	different	different	ADJ
ajis02-1551	134	31	languages	language	NOUN
ajis02-1551	134	32	,	,	PUNCT
ajis02-1551	134	33	and	and	CCONJ
ajis02-1551	134	34	these	these	DET
ajis02-1551	134	35	cross	cross	ADJ
ajis02-1551	134	36	-	-	ADJ
ajis02-1551	134	37	class	class	ADJ
ajis02-1551	134	38	groups	group	NOUN
ajis02-1551	134	39	are	be	AUX
ajis02-1551	134	40	not	not	PART
ajis02-1551	134	41	classifiable	classifiable	ADJ
ajis02-1551	134	42	.	.	PUNCT
ajis02-1551	135	1	for	for	ADP
ajis02-1551	135	2	the	the	DET
ajis02-1551	135	3	aim	aim	NOUN
ajis02-1551	135	4	of	of	ADP
ajis02-1551	135	5	either	either	ADV
ajis02-1551	135	6	,	,	PUNCT
ajis02-1551	135	7	classifying	classify	VERB
ajis02-1551	135	8	languages	language	NOUN
ajis02-1551	135	9	or	or	CCONJ
ajis02-1551	135	10	obtaining	obtain	VERB
ajis02-1551	135	11	linguistic	linguistic	ADJ
ajis02-1551	135	12	knowledge	knowledge	NOUN
ajis02-1551	135	13	,	,	PUNCT
ajis02-1551	135	14	the	the	DET
ajis02-1551	135	15	classification	classification	NOUN
ajis02-1551	135	16	of	of	ADP
ajis02-1551	135	17	every	every	DET
ajis02-1551	135	18	word	word	NOUN
ajis02-1551	135	19	is	be	AUX
ajis02-1551	135	20	not	not	PART
ajis02-1551	135	21	necessary	necessary	ADJ
ajis02-1551	135	22	.	.	PUNCT
ajis02-1551	136	1	in	in	ADP
ajis02-1551	136	2	fact	fact	NOUN
ajis02-1551	136	3	,	,	PUNCT
ajis02-1551	136	4	ignoring	ignore	VERB
ajis02-1551	136	5	some	some	DET
ajis02-1551	136	6	common	common	ADJ
ajis02-1551	136	7	words	word	NOUN
ajis02-1551	136	8	is	be	AUX
ajis02-1551	136	9	seen	see	VERB
ajis02-1551	136	10	to	to	PART
ajis02-1551	136	11	help	help	VERB
ajis02-1551	136	12	the	the	DET
ajis02-1551	136	13	model	model	NOUN
ajis02-1551	136	14	to	to	PART
ajis02-1551	136	15	focus	focus	VERB
ajis02-1551	136	16	on	on	ADP
ajis02-1551	136	17	the	the	DET
ajis02-1551	136	18	more	more	ADV
ajis02-1551	136	19	important	important	ADJ
ajis02-1551	136	20	linguistic	linguistic	ADJ
ajis02-1551	136	21	characteristics	characteristic	NOUN
ajis02-1551	136	22	.	.	PUNCT
ajis02-1551	137	1	in	in	ADP
ajis02-1551	137	2	order	order	NOUN
ajis02-1551	137	3	to	to	PART
ajis02-1551	137	4	avoid	avoid	VERB
ajis02-1551	137	5	vague	vague	ADJ
ajis02-1551	137	6	decisions	decision	NOUN
ajis02-1551	137	7	,	,	PUNCT
ajis02-1551	137	8	in	in	ADP
ajis02-1551	137	9	this	this	DET
ajis02-1551	137	10	experiment	experiment	NOUN
ajis02-1551	137	11	,	,	PUNCT
ajis02-1551	137	12	a	a	DET
ajis02-1551	137	13	minimum	minimum	ADJ
ajis02-1551	137	14	confidence	confidence	NOUN
ajis02-1551	137	15	parameter	parameter	NOUN
ajis02-1551	137	16	is	be	AUX
ajis02-1551	137	17	used	use	VERB
ajis02-1551	137	18	to	to	PART
ajis02-1551	137	19	control	control	VERB
ajis02-1551	137	20	the	the	DET
ajis02-1551	137	21	output	output	NOUN
ajis02-1551	137	22	behaviour	behaviour	NOUN
ajis02-1551	137	23	of	of	ADP
ajis02-1551	137	24	the	the	DET
ajis02-1551	137	25	xon	xon	PROPN
ajis02-1551	137	26	model	model	PROPN
ajis02-1551	137	27	.	.	PUNCT
ajis02-1551	138	1	when	when	SCONJ
ajis02-1551	138	2	the	the	DET
ajis02-1551	138	3	confidence	confidence	NOUN
ajis02-1551	138	4	from	from	ADP
ajis02-1551	138	5	a	a	DET
ajis02-1551	138	6	decision	decision	NOUN
ajis02-1551	138	7	is	be	AUX
ajis02-1551	138	8	lower	low	ADJ
ajis02-1551	138	9	than	than	ADP
ajis02-1551	138	10	a	a	DET
ajis02-1551	138	11	given	give	VERB
ajis02-1551	138	12	threshold	threshold	NOUN
ajis02-1551	138	13	“	"	PUNCT
ajis02-1551	138	14	minconf	minconf	NOUN
ajis02-1551	138	15	”	"	PUNCT
ajis02-1551	138	16	,	,	PUNCT
ajis02-1551	138	17	the	the	DET
ajis02-1551	138	18	classifier	classifier	NOUN
ajis02-1551	138	19	output	output	NOUN
ajis02-1551	138	20	is	be	AUX
ajis02-1551	138	21	altered	alter	VERB
ajis02-1551	138	22	to	to	ADP
ajis02-1551	138	23	“	"	PUNCT
ajis02-1551	138	24	unknown	unknown	ADJ
ajis02-1551	138	25	”	"	PUNCT
ajis02-1551	138	26	rather	rather	ADV
ajis02-1551	138	27	than	than	ADP
ajis02-1551	138	28	the	the	DET
ajis02-1551	138	29	most	most	ADV
ajis02-1551	138	30	likely	likely	ADJ
ajis02-1551	138	31	class	class	NOUN
ajis02-1551	138	32	.	.	PUNCT
ajis02-1551	139	1	introducing	introduce	VERB
ajis02-1551	139	2	this	this	DET
ajis02-1551	139	3	“	"	PUNCT
ajis02-1551	139	4	unknown	unknown	ADJ
ajis02-1551	139	5	”	"	PUNCT
ajis02-1551	139	6	class	class	NOUN
ajis02-1551	139	7	and	and	CCONJ
ajis02-1551	139	8	a	a	DET
ajis02-1551	139	9	minimum	minimum	ADJ
ajis02-1551	139	10	confidence	confidence	NOUN
ajis02-1551	139	11	reduces	reduce	VERB
ajis02-1551	139	12	the	the	DET
ajis02-1551	139	13	number	number	NOUN
ajis02-1551	139	14	of	of	ADP
ajis02-1551	139	15	overall	overall	ADJ
ajis02-1551	139	16	mis	mi	NOUN
ajis02-1551	139	17	-	-	PUNCT
ajis02-1551	139	18	classifications	classification	NOUN
ajis02-1551	139	19	and	and	CCONJ
ajis02-1551	139	20	increases	increase	VERB
ajis02-1551	139	21	the	the	DET
ajis02-1551	139	22	overall	overall	ADJ
ajis02-1551	139	23	classification	classification	NOUN
ajis02-1551	139	24	accuracy	accuracy	NOUN
ajis02-1551	139	25	.	.	PUNCT
ajis02-1551	140	1	another	another	DET
ajis02-1551	140	2	tree	tree	NOUN
ajis02-1551	140	3	pruning	prune	VERB
ajis02-1551	140	4	parameter	parameter	NOUN
ajis02-1551	140	5	is	be	AUX
ajis02-1551	140	6	the	the	DET
ajis02-1551	140	7	general	general	ADJ
ajis02-1551	140	8	concept	concept	NOUN
ajis02-1551	140	9	of	of	ADP
ajis02-1551	140	10	“	"	PUNCT
ajis02-1551	140	11	mincase	mincase	NOUN
ajis02-1551	140	12	”	"	PUNCT
ajis02-1551	140	13	,	,	PUNCT
ajis02-1551	140	14	minimum	minimum	ADJ
ajis02-1551	140	15	number	number	NOUN
ajis02-1551	140	16	of	of	ADP
ajis02-1551	140	17	instances	instance	NOUN
ajis02-1551	140	18	in	in	ADP
ajis02-1551	140	19	a	a	DET
ajis02-1551	140	20	node	node	NOUN
ajis02-1551	140	21	before	before	ADP
ajis02-1551	140	22	stopping	stop	VERB
ajis02-1551	140	23	further	further	ADJ
ajis02-1551	140	24	splitting	splitting	NOUN
ajis02-1551	140	25	.	.	PUNCT
ajis02-1551	141	1	figure	figure	NOUN
ajis02-1551	141	2	5	5	NUM
ajis02-1551	141	3	illustrates	illustrate	VERB
ajis02-1551	141	4	how	how	SCONJ
ajis02-1551	141	5	the	the	DET
ajis02-1551	141	6	accuracies	accuracy	NOUN
ajis02-1551	141	7	and	and	CCONJ
ajis02-1551	141	8	unknown	unknown	ADJ
ajis02-1551	141	9	ratios	ratio	NOUN
ajis02-1551	141	10	(	(	PUNCT
ajis02-1551	141	11	the	the	DET
ajis02-1551	141	12	number	number	NOUN
ajis02-1551	141	13	of	of	ADP
ajis02-1551	141	14	unknown	unknown	ADJ
ajis02-1551	141	15	cases	case	NOUN
ajis02-1551	141	16	divided	divide	VERB
ajis02-1551	141	17	by	by	ADP
ajis02-1551	141	18	the	the	DET
ajis02-1551	141	19	size	size	NOUN
ajis02-1551	141	20	of	of	ADP
ajis02-1551	141	21	the	the	DET
ajis02-1551	141	22	test	test	NOUN
ajis02-1551	141	23	dataset	dataset	NOUN
ajis02-1551	141	24	)	)	PUNCT
ajis02-1551	141	25	are	be	AUX
ajis02-1551	141	26	affected	affect	VERB
ajis02-1551	141	27	when	when	SCONJ
ajis02-1551	141	28	the	the	DET
ajis02-1551	141	29	model	model	NOUN
ajis02-1551	141	30	is	be	AUX
ajis02-1551	141	31	being	be	AUX
ajis02-1551	141	32	pruned	prune	VERB
ajis02-1551	141	33	with	with	ADP
ajis02-1551	141	34	various	various	ADJ
ajis02-1551	141	35	mincase	mincase	NOUN
ajis02-1551	141	36	and	and	CCONJ
ajis02-1551	141	37	minconf	minconf	PROPN
ajis02-1551	141	38	.	.	PUNCT
ajis02-1551	142	1	figure	figure	VERB
ajis02-1551	142	2	5	5	NUM
ajis02-1551	142	3	:	:	PUNCT
ajis02-1551	142	4	classification	classification	NOUN
ajis02-1551	142	5	performance	performance	NOUN
ajis02-1551	142	6	on	on	ADP
ajis02-1551	142	7	models	model	NOUN
ajis02-1551	142	8	with	with	ADP
ajis02-1551	142	9	different	different	ADJ
ajis02-1551	142	10	mincase	mincase	NOUN
ajis02-1551	142	11	and	and	CCONJ
ajis02-1551	142	12	minconf	minconf	NOUN
ajis02-1551	142	13	.	.	PUNCT
ajis02-1551	143	1	a	a	DET
ajis02-1551	143	2	)	)	PUNCT
ajis02-1551	143	3	accuracy	accuracy	NOUN
ajis02-1551	143	4	;	;	PUNCT
ajis02-1551	143	5	b	b	X
ajis02-1551	143	6	)	)	PUNCT
ajis02-1551	143	7	unknown	unknown	ADJ
ajis02-1551	143	8	ratio	ratio	NOUN
ajis02-1551	143	9	.	.	PUNCT
ajis02-1551	144	1	in	in	ADP
ajis02-1551	144	2	figure	figure	NOUN
ajis02-1551	144	3	5	5	NUM
ajis02-1551	144	4	,	,	PUNCT
ajis02-1551	144	5	as	as	SCONJ
ajis02-1551	144	6	the	the	DET
ajis02-1551	144	7	minimum	minimum	ADJ
ajis02-1551	144	8	confidence	confidence	NOUN
ajis02-1551	144	9	varies	vary	VERB
ajis02-1551	144	10	from	from	ADP
ajis02-1551	144	11	0	0	NUM
ajis02-1551	144	12	%	%	NOUN
ajis02-1551	144	13	to	to	PART
ajis02-1551	144	14	90	90	NUM
ajis02-1551	144	15	%	%	NOUN
ajis02-1551	144	16	,	,	PUNCT
ajis02-1551	144	17	the	the	DET
ajis02-1551	144	18	classification	classification	NOUN
ajis02-1551	144	19	accuracy	accuracy	NOUN
ajis02-1551	144	20	on	on	ADP
ajis02-1551	144	21	the	the	DET
ajis02-1551	144	22	testing	testing	NOUN
ajis02-1551	144	23	text	text	NOUN
ajis02-1551	144	24	increases	increase	NOUN
ajis02-1551	144	25	.	.	PUNCT
ajis02-1551	145	1	however	however	ADV
ajis02-1551	145	2	,	,	PUNCT
ajis02-1551	145	3	a	a	DET
ajis02-1551	145	4	high	high	ADJ
ajis02-1551	145	5	confidence	confidence	NOUN
ajis02-1551	145	6	requirement	requirement	NOUN
ajis02-1551	145	7	also	also	ADV
ajis02-1551	145	8	renders	render	VERB
ajis02-1551	145	9	the	the	DET
ajis02-1551	145	10	model	model	NOUN
ajis02-1551	145	11	as	as	ADP
ajis02-1551	145	12	ineffective	ineffective	ADJ
ajis02-1551	145	13	when	when	SCONJ
ajis02-1551	145	14	the	the	DET
ajis02-1551	145	15	tree	tree	NOUN
ajis02-1551	145	16	is	be	AUX
ajis02-1551	145	17	heavily	heavily	ADV
ajis02-1551	145	18	pruned	prune	VERB
ajis02-1551	145	19	,	,	PUNCT
ajis02-1551	145	20	and	and	CCONJ
ajis02-1551	145	21	the	the	DET
ajis02-1551	145	22	unknown	unknown	ADJ
ajis02-1551	145	23	ratio	ratio	NOUN
ajis02-1551	145	24	becomes	become	VERB
ajis02-1551	145	25	too	too	ADV
ajis02-1551	145	26	high	high	ADJ
ajis02-1551	145	27	.	.	PUNCT
ajis02-1551	146	1	it	it	PRON
ajis02-1551	146	2	is	be	AUX
ajis02-1551	146	3	reasonable	reasonable	ADJ
ajis02-1551	146	4	to	to	PART
ajis02-1551	146	5	assume	assume	VERB
ajis02-1551	146	6	that	that	SCONJ
ajis02-1551	146	7	an	an	DET
ajis02-1551	146	8	optimal	optimal	ADJ
ajis02-1551	146	9	model	model	NOUN
ajis02-1551	146	10	could	could	AUX
ajis02-1551	146	11	be	be	AUX
ajis02-1551	146	12	expected	expect	VERB
ajis02-1551	146	13	to	to	PART
ajis02-1551	146	14	maintain	maintain	VERB
ajis02-1551	146	15	a	a	DET
ajis02-1551	146	16	relatively	relatively	ADV
ajis02-1551	146	17	high	high	ADJ
ajis02-1551	146	18	accuracy	accuracy	NOUN
ajis02-1551	146	19	whilst	whilst	SCONJ
ajis02-1551	146	20	keeping	keep	VERB
ajis02-1551	146	21	the	the	DET
ajis02-1551	146	22	unknown	unknown	ADJ
ajis02-1551	146	23	ratio	ratio	NOUN
ajis02-1551	146	24	below	below	ADP
ajis02-1551	146	25	an	an	DET
ajis02-1551	146	26	acceptable	acceptable	ADJ
ajis02-1551	146	27	level	level	NOUN
ajis02-1551	146	28	.	.	PUNCT
ajis02-1551	147	1	the	the	DET
ajis02-1551	147	2	yellow	yellow	ADJ
ajis02-1551	147	3	line	line	NOUN
ajis02-1551	147	4	(	(	PUNCT
ajis02-1551	147	5	minconf	minconf	NOUN
ajis02-1551	147	6	=	=	NOUN
ajis02-1551	147	7	50	50	NUM
ajis02-1551	147	8	%	%	NOUN
ajis02-1551	147	9	)	)	PUNCT
ajis02-1551	147	10	in	in	ADP
ajis02-1551	147	11	figure	figure	NOUN
ajis02-1551	147	12	5(a	5(a	NUM
ajis02-1551	147	13	)	)	PUNCT
ajis02-1551	147	14	reaches	reach	VERB
ajis02-1551	147	15	its	its	PRON
ajis02-1551	147	16	peak	peak	NOUN
ajis02-1551	147	17	(	(	PUNCT
ajis02-1551	147	18	accuracy	accuracy	NOUN
ajis02-1551	147	19	=	=	SYM
ajis02-1551	147	20	89.6	89.6	NUM
ajis02-1551	147	21	%	%	NOUN
ajis02-1551	147	22	)	)	PUNCT
ajis02-1551	147	23	when	when	SCONJ
ajis02-1551	147	24	the	the	DET
ajis02-1551	147	25	value	value	NOUN
ajis02-1551	147	26	of	of	ADP
ajis02-1551	147	27	mincase	mincase	NOUN
ajis02-1551	147	28	is	be	AUX
ajis02-1551	147	29	40	40	NUM
ajis02-1551	147	30	,	,	PUNCT
ajis02-1551	147	31	and	and	CCONJ
ajis02-1551	147	32	the	the	DET
ajis02-1551	147	33	unknown	unknown	ADJ
ajis02-1551	147	34	ratio	ratio	NOUN
ajis02-1551	147	35	for	for	ADP
ajis02-1551	147	36	the	the	DET
ajis02-1551	147	37	same	same	ADJ
ajis02-1551	147	38	model	model	NOUN
ajis02-1551	147	39	is	be	AUX
ajis02-1551	147	40	9.8	9.8	NUM
ajis02-1551	147	41	%	%	NOUN
ajis02-1551	147	42	when	when	SCONJ
ajis02-1551	147	43	classifying	classify	VERB
ajis02-1551	147	44	the	the	DET
ajis02-1551	147	45	testing	testing	NOUN
ajis02-1551	147	46	dataset	dataset	NOUN
ajis02-1551	147	47	.	.	PUNCT
ajis02-1551	148	1	considering	consider	VERB
ajis02-1551	148	2	the	the	DET
ajis02-1551	148	3	highest	high	ADJ
ajis02-1551	148	4	possible	possible	ADJ
ajis02-1551	148	5	accuracy	accuracy	NOUN
ajis02-1551	148	6	model	model	NOUN
ajis02-1551	148	7	has	have	VERB
ajis02-1551	148	8	93.79	93.79	NUM
ajis02-1551	148	9	%	%	NOUN
ajis02-1551	148	10	accuracy	accuracy	NOUN
ajis02-1551	148	11	and	and	CCONJ
ajis02-1551	148	12	a	a	DET
ajis02-1551	148	13	34.09	34.09	NUM
ajis02-1551	148	14	%	%	NOUN
ajis02-1551	148	15	unknown	unknown	ADJ
ajis02-1551	148	16	ratio	ratio	NOUN
ajis02-1551	148	17	,	,	PUNCT
ajis02-1551	148	18	the	the	DET
ajis02-1551	148	19	yellow	yellow	ADJ
ajis02-1551	148	20	line	line	NOUN
ajis02-1551	148	21	model	model	NOUN
ajis02-1551	148	22	is	be	AUX
ajis02-1551	148	23	considered	consider	VERB
ajis02-1551	148	24	to	to	PART
ajis02-1551	148	25	be	be	AUX
ajis02-1551	148	26	an	an	DET
ajis02-1551	148	27	optimised	optimise	VERB
ajis02-1551	148	28	tree	tree	NOUN
ajis02-1551	148	29	model	model	NOUN
ajis02-1551	148	30	for	for	ADP
ajis02-1551	148	31	the	the	DET
ajis02-1551	148	32	task	task	NOUN
ajis02-1551	148	33	.	.	PUNCT
ajis02-1551	149	1	note	note	VERB
ajis02-1551	149	2	that	that	SCONJ
ajis02-1551	149	3	the	the	DET
ajis02-1551	149	4	training	training	NOUN
ajis02-1551	149	5	and	and	CCONJ
ajis02-1551	149	6	testing	testing	NOUN
ajis02-1551	149	7	texts	text	NOUN
ajis02-1551	149	8	are	be	AUX
ajis02-1551	149	9	sourced	source	VERB
ajis02-1551	149	10	from	from	ADP
ajis02-1551	149	11	different	different	ADJ
ajis02-1551	149	12	e	e	NOUN
ajis02-1551	149	13	-	-	NOUN
ajis02-1551	149	14	books	book	NOUN
ajis02-1551	149	15	with	with	ADP
ajis02-1551	149	16	different	different	ADJ
ajis02-1551	149	17	authors	author	NOUN
ajis02-1551	149	18	,	,	PUNCT
ajis02-1551	149	19	styles	style	NOUN
ajis02-1551	149	20	and	and	CCONJ
ajis02-1551	149	21	expressions	expression	NOUN
ajis02-1551	149	22	.	.	PUNCT
ajis02-1551	150	1	it	it	PRON
ajis02-1551	150	2	is	be	AUX
ajis02-1551	150	3	also	also	ADV
ajis02-1551	150	4	expected	expect	VERB
ajis02-1551	150	5	that	that	SCONJ
ajis02-1551	150	6	this	this	DET
ajis02-1551	150	7	approach	approach	NOUN
ajis02-1551	150	8	would	would	AUX
ajis02-1551	150	9	also	also	ADV
ajis02-1551	150	10	improve	improve	VERB
ajis02-1551	150	11	if	if	SCONJ
ajis02-1551	150	12	the	the	DET
ajis02-1551	150	13	training	training	NOUN
ajis02-1551	150	14	and	and	CCONJ
ajis02-1551	150	15	testing	testing	NOUN
ajis02-1551	150	16	data	datum	NOUN
ajis02-1551	150	17	were	be	AUX
ajis02-1551	150	18	sourced	source	VERB
ajis02-1551	150	19	from	from	ADP
ajis02-1551	150	20	the	the	DET
ajis02-1551	150	21	same	same	ADJ
ajis02-1551	150	22	article	article	NOUN
ajis02-1551	150	23	or	or	CCONJ
ajis02-1551	150	24	author	author	NOUN
ajis02-1551	150	25	context	context	NOUN
ajis02-1551	150	26	.	.	PUNCT
ajis02-1551	151	1	4.1.3	4.1.3	NUM
ajis02-1551	151	2	performance	performance	NOUN
ajis02-1551	151	3	comparison	comparison	NOUN
ajis02-1551	151	4	text	text	NOUN
ajis02-1551	151	5	-	-	PUNCT
ajis02-1551	151	6	cat	cat	NOUN
ajis02-1551	151	7	(	(	PUNCT
ajis02-1551	151	8	van	van	PROPN
ajis02-1551	151	9	noord	noord	PROPN
ajis02-1551	151	10	n.d	n.d	PROPN
ajis02-1551	151	11	.	.	PROPN
ajis02-1551	151	12	)	)	PUNCT
ajis02-1551	151	13	,	,	PUNCT
ajis02-1551	151	14	a	a	DET
ajis02-1551	151	15	lid	lid	NOUN
ajis02-1551	151	16	implementation	implementation	NOUN
ajis02-1551	151	17	of	of	ADP
ajis02-1551	151	18	the	the	DET
ajis02-1551	151	19	n	n	CCONJ
ajis02-1551	151	20	-	-	PUNCT
ajis02-1551	151	21	gram	gram	NOUN
ajis02-1551	151	22	-	-	PUNCT
ajis02-1551	151	23	based	base	VERB
ajis02-1551	151	24	text	text	NOUN
ajis02-1551	151	25	categorization	categorization	NOUN
ajis02-1551	151	26	(	(	PUNCT
ajis02-1551	151	27	cavnar	cavnar	ADV
ajis02-1551	151	28	et	et	PROPN
ajis02-1551	151	29	al	al	PROPN
ajis02-1551	151	30	.	.	PROPN
ajis02-1551	151	31	1994	1994	NUM
ajis02-1551	151	32	)	)	PUNCT
ajis02-1551	151	33	,	,	PUNCT
ajis02-1551	151	34	is	be	AUX
ajis02-1551	151	35	applied	apply	VERB
ajis02-1551	151	36	on	on	ADP
ajis02-1551	151	37	the	the	DET
ajis02-1551	151	38	testing	testing	NOUN
ajis02-1551	151	39	dataset	dataset	VERB
ajis02-1551	151	40	as	as	ADP
ajis02-1551	151	41	a	a	DET
ajis02-1551	151	42	comparison	comparison	NOUN
ajis02-1551	151	43	.	.	PUNCT
ajis02-1551	152	1	the	the	DET
ajis02-1551	152	2	text	text	NOUN
ajis02-1551	152	3	-	-	PUNCT
ajis02-1551	152	4	cat	cat	NOUN
ajis02-1551	152	5	is	be	AUX
ajis02-1551	152	6	limited	limit	VERB
ajis02-1551	152	7	to	to	ADP
ajis02-1551	152	8	the	the	DET
ajis02-1551	152	9	selected	select	VERB
ajis02-1551	152	10	three	three	NUM
ajis02-1551	152	11	languages	language	NOUN
ajis02-1551	152	12	in	in	ADP
ajis02-1551	152	13	this	this	DET
ajis02-1551	152	14	experiment	experiment	NOUN
ajis02-1551	152	15	although	although	SCONJ
ajis02-1551	152	16	it	it	PRON
ajis02-1551	152	17	supports	support	VERB
ajis02-1551	152	18	up	up	ADP
ajis02-1551	152	19	to	to	PART
ajis02-1551	152	20	69	69	NUM
ajis02-1551	152	21	different	different	ADJ
ajis02-1551	152	22	languages	language	NOUN
ajis02-1551	152	23	.	.	PUNCT
ajis02-1551	153	1	text	text	NOUN
ajis02-1551	153	2	-	-	PUNCT
ajis02-1551	153	3	cat	cat	NOUN
ajis02-1551	153	4	may	may	AUX
ajis02-1551	153	5	make	make	VERB
ajis02-1551	153	6	multiple	multiple	ADJ
ajis02-1551	153	7	decisions	decision	NOUN
ajis02-1551	153	8	on	on	ADP
ajis02-1551	153	9	a	a	DET
ajis02-1551	153	10	word	word	NOUN
ajis02-1551	153	11	,	,	PUNCT
ajis02-1551	153	12	and	and	CCONJ
ajis02-1551	153	13	these	these	PRON
ajis02-1551	153	14	are	be	AUX
ajis02-1551	153	15	post	post	ADJ
ajis02-1551	153	16	-	-	VERB
ajis02-1551	153	17	processed	process	VERB
ajis02-1551	153	18	to	to	ADP
ajis02-1551	153	19	either	either	CCONJ
ajis02-1551	153	20	“	"	PUNCT
ajis02-1551	153	21	unknown	unknown	ADJ
ajis02-1551	153	22	”	"	PUNCT
ajis02-1551	153	23	or	or	CCONJ
ajis02-1551	153	24	a	a	DET
ajis02-1551	153	25	false	false	ADJ
ajis02-1551	153	26	decision	decision	NOUN
ajis02-1551	153	27	.	.	PUNCT
ajis02-1551	154	1	for	for	ADP
ajis02-1551	154	2	example	example	NOUN
ajis02-1551	154	3	,	,	PUNCT
ajis02-1551	154	4	if	if	SCONJ
ajis02-1551	154	5	an	an	DET
ajis02-1551	154	6	english	english	ADJ
ajis02-1551	154	7	word	word	NOUN
ajis02-1551	154	8	is	be	AUX
ajis02-1551	154	9	identified	identify	VERB
ajis02-1551	154	10	as	as	ADP
ajis02-1551	154	11	“	"	PUNCT
ajis02-1551	154	12	english	english	ADJ
ajis02-1551	154	13	australasian	australasian	ADJ
ajis02-1551	154	14	journal	journal	NOUN
ajis02-1551	154	15	of	of	ADP
ajis02-1551	154	16	information	information	NOUN
ajis02-1551	154	17	systems	systems	PROPN
ajis02-1551	154	18	sun	sun	PROPN
ajis02-1551	154	19	&	&	CCONJ
ajis02-1551	154	20	stirling	stirling	PROPN
ajis02-1551	154	21	2017	2017	NUM
ajis02-1551	154	22	,	,	PUNCT
ajis02-1551	154	23	vol	vol	NOUN
ajis02-1551	154	24	21	21	NUM
ajis02-1551	154	25	,	,	PUNCT
ajis02-1551	154	26	selected	select	VERB
ajis02-1551	154	27	papers	paper	NOUN
ajis02-1551	154	28	from	from	ADP
ajis02-1551	154	29	ausdm	ausdm	PROPN
ajis02-1551	154	30	event	event	NOUN
ajis02-1551	154	31	group	group	NOUN
ajis02-1551	154	32	based	base	VERB
ajis02-1551	154	33	classification	classification	NOUN
ajis02-1551	154	34	framework	framework	NOUN
ajis02-1551	154	35	9	9	NUM
ajis02-1551	154	36	or	or	CCONJ
ajis02-1551	154	37	italian	italian	ADJ
ajis02-1551	154	38	”	"	PUNCT
ajis02-1551	154	39	,	,	PUNCT
ajis02-1551	154	40	then	then	ADV
ajis02-1551	154	41	the	the	DET
ajis02-1551	154	42	result	result	NOUN
ajis02-1551	154	43	is	be	AUX
ajis02-1551	154	44	converted	convert	VERB
ajis02-1551	154	45	to	to	ADP
ajis02-1551	154	46	an	an	DET
ajis02-1551	154	47	“	"	PUNCT
ajis02-1551	154	48	unknown	unknown	ADJ
ajis02-1551	154	49	”	"	PUNCT
ajis02-1551	154	50	;	;	PUNCT
ajis02-1551	154	51	and	and	CCONJ
ajis02-1551	154	52	if	if	SCONJ
ajis02-1551	154	53	an	an	DET
ajis02-1551	154	54	english	english	ADJ
ajis02-1551	154	55	word	word	NOUN
ajis02-1551	154	56	is	be	AUX
ajis02-1551	154	57	identified	identify	VERB
ajis02-1551	154	58	as	as	ADP
ajis02-1551	154	59	“	"	PUNCT
ajis02-1551	154	60	italian	italian	ADJ
ajis02-1551	154	61	or	or	CCONJ
ajis02-1551	154	62	dutch	dutch	PROPN
ajis02-1551	154	63	”	"	PUNCT
ajis02-1551	154	64	,	,	PUNCT
ajis02-1551	154	65	because	because	SCONJ
ajis02-1551	154	66	both	both	PRON
ajis02-1551	154	67	are	be	AUX
ajis02-1551	154	68	incorrect	incorrect	ADJ
ajis02-1551	154	69	,	,	PUNCT
ajis02-1551	154	70	the	the	DET
ajis02-1551	154	71	first	first	ADJ
ajis02-1551	154	72	incorrect	incorrect	ADJ
ajis02-1551	154	73	decision	decision	NOUN
ajis02-1551	154	74	will	will	AUX
ajis02-1551	154	75	be	be	AUX
ajis02-1551	154	76	kept	keep	VERB
ajis02-1551	154	77	.	.	PUNCT
ajis02-1551	155	1	table	table	NOUN
ajis02-1551	155	2	1	1	NUM
ajis02-1551	155	3	:	:	PUNCT
ajis02-1551	155	4	identification	identification	NOUN
ajis02-1551	155	5	on	on	ADP
ajis02-1551	155	6	testing	test	VERB
ajis02-1551	155	7	texts	text	NOUN
ajis02-1551	155	8	with	with	ADP
ajis02-1551	155	9	xon	xon	PROPN
ajis02-1551	155	10	and	and	CCONJ
ajis02-1551	155	11	text	text	NOUN
ajis02-1551	155	12	-	-	PUNCT
ajis02-1551	155	13	cat	cat	NOUN
ajis02-1551	155	14	models	model	NOUN
ajis02-1551	155	15	.	.	PUNCT
ajis02-1551	156	1	based	base	VERB
ajis02-1551	156	2	on	on	ADP
ajis02-1551	156	3	different	different	ADJ
ajis02-1551	156	4	pruning	pruning	NOUN
ajis02-1551	156	5	options	option	NOUN
ajis02-1551	156	6	,	,	PUNCT
ajis02-1551	156	7	the	the	DET
ajis02-1551	156	8	same	same	ADJ
ajis02-1551	156	9	fully	fully	ADV
ajis02-1551	156	10	grown	grow	VERB
ajis02-1551	156	11	xon	xon	PROPN
ajis02-1551	156	12	tree	tree	NOUN
ajis02-1551	156	13	model	model	NOUN
ajis02-1551	156	14	has	have	VERB
ajis02-1551	156	15	various	various	ADJ
ajis02-1551	156	16	sizes	size	NOUN
ajis02-1551	156	17	(	(	PUNCT
ajis02-1551	156	18	node	node	NOUN
ajis02-1551	156	19	number	number	NOUN
ajis02-1551	156	20	)	)	PUNCT
ajis02-1551	156	21	,	,	PUNCT
ajis02-1551	156	22	accuracies	accuracy	NOUN
ajis02-1551	156	23	and	and	CCONJ
ajis02-1551	156	24	unknown	unknown	ADJ
ajis02-1551	156	25	ratios	ratio	NOUN
ajis02-1551	156	26	,	,	PUNCT
ajis02-1551	156	27	listed	list	VERB
ajis02-1551	156	28	as	as	ADP
ajis02-1551	156	29	model	model	NOUN
ajis02-1551	156	30	1	1	NUM
ajis02-1551	156	31	,	,	PUNCT
ajis02-1551	156	32	2	2	NUM
ajis02-1551	156	33	and	and	CCONJ
ajis02-1551	156	34	3	3	NUM
ajis02-1551	156	35	respectively	respectively	ADV
ajis02-1551	156	36	.	.	PUNCT
ajis02-1551	157	1	table	table	NOUN
ajis02-1551	157	2	1	1	NUM
ajis02-1551	157	3	:	:	PUNCT
ajis02-1551	157	4	identification	identification	NOUN
ajis02-1551	157	5	on	on	ADP
ajis02-1551	157	6	testing	test	VERB
ajis02-1551	157	7	texts	text	NOUN
ajis02-1551	157	8	with	with	ADP
ajis02-1551	157	9	xon	xon	PROPN
ajis02-1551	157	10	and	and	CCONJ
ajis02-1551	157	11	text	text	NOUN
ajis02-1551	157	12	-	-	PUNCT
ajis02-1551	157	13	cat	cat	NOUN
ajis02-1551	157	14	models	model	NOUN
ajis02-1551	157	15	.	.	PUNCT
ajis02-1551	158	1	based	base	VERB
ajis02-1551	158	2	on	on	ADP
ajis02-1551	158	3	different	different	ADJ
ajis02-1551	158	4	pruning	pruning	NOUN
ajis02-1551	158	5	options	option	NOUN
ajis02-1551	158	6	,	,	PUNCT
ajis02-1551	158	7	the	the	DET
ajis02-1551	158	8	same	same	ADJ
ajis02-1551	158	9	fully	fully	ADV
ajis02-1551	158	10	grown	grow	VERB
ajis02-1551	158	11	xon	xon	PROPN
ajis02-1551	158	12	tree	tree	NOUN
ajis02-1551	158	13	model	model	NOUN
ajis02-1551	158	14	has	have	VERB
ajis02-1551	158	15	various	various	ADJ
ajis02-1551	158	16	sizes	size	NOUN
ajis02-1551	158	17	(	(	PUNCT
ajis02-1551	158	18	node	node	NOUN
ajis02-1551	158	19	number	number	NOUN
ajis02-1551	158	20	)	)	PUNCT
ajis02-1551	158	21	,	,	PUNCT
ajis02-1551	158	22	accuracies	accuracy	NOUN
ajis02-1551	158	23	and	and	CCONJ
ajis02-1551	158	24	unknown	unknown	ADJ
ajis02-1551	158	25	ratios	ratio	NOUN
ajis02-1551	158	26	,	,	PUNCT
ajis02-1551	158	27	listed	list	VERB
ajis02-1551	158	28	as	as	ADP
ajis02-1551	158	29	model	model	NOUN
ajis02-1551	158	30	1	1	NUM
ajis02-1551	158	31	,	,	PUNCT
ajis02-1551	158	32	2	2	NUM
ajis02-1551	158	33	and	and	CCONJ
ajis02-1551	158	34	3	3	NUM
ajis02-1551	158	35	respectively	respectively	ADV
ajis02-1551	158	36	.	.	PUNCT
ajis02-1551	159	1	the	the	DET
ajis02-1551	159	2	text	text	NOUN
ajis02-1551	159	3	-	-	PUNCT
ajis02-1551	159	4	cat	cat	NOUN
ajis02-1551	159	5	models	model	NOUN
ajis02-1551	159	6	used	use	VERB
ajis02-1551	159	7	in	in	ADP
ajis02-1551	159	8	this	this	DET
ajis02-1551	159	9	work	work	NOUN
ajis02-1551	159	10	are	be	AUX
ajis02-1551	159	11	publicly	publicly	ADV
ajis02-1551	159	12	available	available	ADJ
ajis02-1551	159	13	(	(	PUNCT
ajis02-1551	159	14	van	van	PROPN
ajis02-1551	159	15	noord	noord	PROPN
ajis02-1551	159	16	n.d	n.d	PROPN
ajis02-1551	159	17	.	.	PROPN
ajis02-1551	159	18	)	)	PUNCT
ajis02-1551	159	19	,	,	PUNCT
ajis02-1551	159	20	and	and	CCONJ
ajis02-1551	159	21	each	each	DET
ajis02-1551	159	22	language	language	NOUN
ajis02-1551	159	23	model	model	NOUN
ajis02-1551	159	24	file	file	NOUN
ajis02-1551	159	25	contains	contain	VERB
ajis02-1551	159	26	400	400	NUM
ajis02-1551	159	27	high	high	ADJ
ajis02-1551	159	28	frequency	frequency	NOUN
ajis02-1551	159	29	terms	term	NOUN
ajis02-1551	159	30	.	.	PUNCT
ajis02-1551	160	1	a	a	DET
ajis02-1551	160	2	comparison	comparison	NOUN
ajis02-1551	160	3	between	between	ADP
ajis02-1551	160	4	text	text	NOUN
ajis02-1551	160	5	-	-	PUNCT
ajis02-1551	160	6	cat	cat	NOUN
ajis02-1551	160	7	and	and	CCONJ
ajis02-1551	160	8	the	the	DET
ajis02-1551	160	9	xon	xon	PROPN
ajis02-1551	160	10	tree	tree	NOUN
ajis02-1551	160	11	models	model	NOUN
ajis02-1551	160	12	(	(	PUNCT
ajis02-1551	160	13	with	with	ADP
ajis02-1551	160	14	three	three	NUM
ajis02-1551	160	15	different	different	ADJ
ajis02-1551	160	16	pruning	prune	VERB
ajis02-1551	160	17	options	option	NOUN
ajis02-1551	160	18	)	)	PUNCT
ajis02-1551	160	19	can	can	AUX
ajis02-1551	160	20	be	be	AUX
ajis02-1551	160	21	viewed	view	VERB
ajis02-1551	160	22	in	in	ADP
ajis02-1551	160	23	table	table	NOUN
ajis02-1551	160	24	1	1	NUM
ajis02-1551	160	25	.	.	PUNCT
ajis02-1551	161	1	the	the	DET
ajis02-1551	161	2	first	first	ADJ
ajis02-1551	161	3	xon	xon	PROPN
ajis02-1551	161	4	decision	decision	NOUN
ajis02-1551	161	5	tree	tree	NOUN
ajis02-1551	161	6	model	model	NOUN
ajis02-1551	161	7	is	be	AUX
ajis02-1551	161	8	lightly	lightly	ADV
ajis02-1551	161	9	pruned	prune	VERB
ajis02-1551	161	10	,	,	PUNCT
ajis02-1551	161	11	containing	contain	VERB
ajis02-1551	161	12	some	some	DET
ajis02-1551	161	13	1222	1222	NUM
ajis02-1551	161	14	nodes	node	NOUN
ajis02-1551	161	15	and	and	CCONJ
ajis02-1551	161	16	achieves	achieve	VERB
ajis02-1551	161	17	89.6	89.6	NUM
ajis02-1551	161	18	%	%	NOUN
ajis02-1551	161	19	word	word	NOUN
ajis02-1551	161	20	-	-	PUNCT
ajis02-1551	161	21	by	by	ADP
ajis02-1551	161	22	-	-	PUNCT
ajis02-1551	161	23	word	word	NOUN
ajis02-1551	161	24	classification	classification	NOUN
ajis02-1551	161	25	accuracy	accuracy	NOUN
ajis02-1551	161	26	on	on	ADP
ajis02-1551	161	27	the	the	DET
ajis02-1551	161	28	testing	testing	NOUN
ajis02-1551	161	29	texts	text	NOUN
ajis02-1551	161	30	(	(	PUNCT
ajis02-1551	161	31	9.8	9.8	NUM
ajis02-1551	161	32	%	%	NOUN
ajis02-1551	161	33	unknown	unknown	ADJ
ajis02-1551	161	34	words	word	NOUN
ajis02-1551	161	35	of	of	ADP
ajis02-1551	161	36	the	the	DET
ajis02-1551	161	37	testing	testing	NOUN
ajis02-1551	161	38	texts	text	NOUN
ajis02-1551	161	39	)	)	PUNCT
ajis02-1551	161	40	.	.	PUNCT
ajis02-1551	162	1	as	as	ADP
ajis02-1551	162	2	a	a	DET
ajis02-1551	162	3	comparison	comparison	NOUN
ajis02-1551	162	4	,	,	PUNCT
ajis02-1551	162	5	the	the	DET
ajis02-1551	162	6	text	text	NOUN
ajis02-1551	162	7	-	-	PUNCT
ajis02-1551	162	8	cat	cat	NOUN
ajis02-1551	162	9	has	have	VERB
ajis02-1551	162	10	81.7	81.7	NUM
ajis02-1551	162	11	%	%	NOUN
ajis02-1551	162	12	in	in	ADP
ajis02-1551	162	13	accuracy	accuracy	NOUN
ajis02-1551	162	14	on	on	ADP
ajis02-1551	162	15	the	the	DET
ajis02-1551	162	16	same	same	ADJ
ajis02-1551	162	17	testing	testing	NOUN
ajis02-1551	162	18	text	text	NOUN
ajis02-1551	162	19	(	(	PUNCT
ajis02-1551	162	20	32.4	32.4	NUM
ajis02-1551	162	21	%	%	NOUN
ajis02-1551	162	22	unknown	unknown	ADJ
ajis02-1551	162	23	words	word	NOUN
ajis02-1551	162	24	of	of	ADP
ajis02-1551	162	25	the	the	DET
ajis02-1551	162	26	testing	testing	NOUN
ajis02-1551	162	27	texts	text	NOUN
ajis02-1551	162	28	)	)	PUNCT
ajis02-1551	162	29	.	.	PUNCT
ajis02-1551	163	1	confusion	confusion	NOUN
ajis02-1551	163	2	matrices	matrix	NOUN
ajis02-1551	163	3	expressed	express	VERB
ajis02-1551	163	4	in	in	ADP
ajis02-1551	163	5	percentages	percentage	NOUN
ajis02-1551	163	6	,	,	PUNCT
ajis02-1551	163	7	are	be	AUX
ajis02-1551	163	8	also	also	ADV
ajis02-1551	163	9	included	include	VERB
ajis02-1551	163	10	in	in	ADP
ajis02-1551	163	11	table	table	NOUN
ajis02-1551	163	12	1	1	NUM
ajis02-1551	163	13	for	for	ADP
ajis02-1551	163	14	easy	easy	ADJ
ajis02-1551	163	15	comparison	comparison	NOUN
ajis02-1551	163	16	between	between	ADP
ajis02-1551	163	17	all	all	DET
ajis02-1551	163	18	models	model	NOUN
ajis02-1551	163	19	.	.	PUNCT
ajis02-1551	164	1	one	one	NUM
ajis02-1551	164	2	advantage	advantage	NOUN
ajis02-1551	164	3	of	of	ADP
ajis02-1551	164	4	the	the	DET
ajis02-1551	164	5	xon	xon	PROPN
ajis02-1551	164	6	decision	decision	NOUN
ajis02-1551	164	7	tree	tree	NOUN
ajis02-1551	164	8	model	model	NOUN
ajis02-1551	164	9	is	be	AUX
ajis02-1551	164	10	that	that	SCONJ
ajis02-1551	164	11	it	it	PRON
ajis02-1551	164	12	can	can	AUX
ajis02-1551	164	13	be	be	AUX
ajis02-1551	164	14	easily	easily	ADV
ajis02-1551	164	15	pruned	prune	VERB
ajis02-1551	164	16	to	to	PART
ajis02-1551	164	17	suit	suit	VERB
ajis02-1551	164	18	different	different	ADJ
ajis02-1551	164	19	requirements	requirement	NOUN
ajis02-1551	164	20	.	.	PUNCT
ajis02-1551	165	1	for	for	ADP
ajis02-1551	165	2	instance	instance	NOUN
ajis02-1551	165	3	,	,	PUNCT
ajis02-1551	165	4	if	if	SCONJ
ajis02-1551	165	5	the	the	DET
ajis02-1551	165	6	accuracy	accuracy	NOUN
ajis02-1551	165	7	is	be	AUX
ajis02-1551	165	8	of	of	ADP
ajis02-1551	165	9	higher	high	ADJ
ajis02-1551	165	10	priority	priority	NOUN
ajis02-1551	165	11	than	than	ADP
ajis02-1551	165	12	the	the	DET
ajis02-1551	165	13	unknown	unknown	ADJ
ajis02-1551	165	14	ratio	ratio	NOUN
ajis02-1551	165	15	,	,	PUNCT
ajis02-1551	165	16	the	the	DET
ajis02-1551	165	17	model	model	NOUN
ajis02-1551	165	18	can	can	AUX
ajis02-1551	165	19	be	be	AUX
ajis02-1551	165	20	pruned	prune	VERB
ajis02-1551	165	21	as	as	ADP
ajis02-1551	165	22	model	model	NOUN
ajis02-1551	165	23	2	2	NUM
ajis02-1551	165	24	in	in	ADP
ajis02-1551	165	25	table	table	NOUN
ajis02-1551	165	26	1	1	NUM
ajis02-1551	165	27	,	,	PUNCT
ajis02-1551	165	28	which	which	PRON
ajis02-1551	165	29	provides	provide	VERB
ajis02-1551	165	30	a	a	DET
ajis02-1551	165	31	similar	similar	ADJ
ajis02-1551	165	32	unknown	unknown	ADJ
ajis02-1551	165	33	ratio	ratio	NOUN
ajis02-1551	165	34	to	to	ADP
ajis02-1551	165	35	what	what	PRON
ajis02-1551	165	36	text	text	NOUN
ajis02-1551	165	37	-	-	PUNCT
ajis02-1551	165	38	cat	cat	NOUN
ajis02-1551	165	39	provides	provide	VERB
ajis02-1551	165	40	,	,	PUNCT
ajis02-1551	165	41	but	but	CCONJ
ajis02-1551	165	42	with	with	ADP
ajis02-1551	165	43	a	a	DET
ajis02-1551	165	44	significantly	significantly	ADV
ajis02-1551	165	45	higher	high	ADJ
ajis02-1551	165	46	accuracy	accuracy	NOUN
ajis02-1551	165	47	at	at	ADP
ajis02-1551	165	48	91.9	91.9	NUM
ajis02-1551	165	49	%	%	NOUN
ajis02-1551	165	50	.	.	PUNCT
ajis02-1551	166	1	however	however	ADV
ajis02-1551	166	2	,	,	PUNCT
ajis02-1551	166	3	if	if	SCONJ
ajis02-1551	166	4	a	a	DET
ajis02-1551	166	5	smaller	small	ADJ
ajis02-1551	166	6	,	,	PUNCT
ajis02-1551	166	7	less	less	ADV
ajis02-1551	166	8	complex	complex	ADJ
ajis02-1551	166	9	form	form	NOUN
ajis02-1551	166	10	is	be	AUX
ajis02-1551	166	11	preferred	prefer	VERB
ajis02-1551	166	12	,	,	PUNCT
ajis02-1551	166	13	the	the	DET
ajis02-1551	166	14	xon	xon	PROPN
ajis02-1551	166	15	model	model	NOUN
ajis02-1551	166	16	can	can	AUX
ajis02-1551	166	17	also	also	ADV
ajis02-1551	166	18	be	be	AUX
ajis02-1551	166	19	further	far	ADV
ajis02-1551	166	20	pruned	prune	VERB
ajis02-1551	166	21	for	for	ADP
ajis02-1551	166	22	less	less	ADJ
ajis02-1551	166	23	nodes	node	NOUN
ajis02-1551	166	24	.	.	PUNCT
ajis02-1551	167	1	with	with	ADP
ajis02-1551	167	2	a	a	DET
ajis02-1551	167	3	mincase=460	mincase=460	ADJ
ajis02-1551	167	4	and	and	CCONJ
ajis02-1551	167	5	minconf=50	minconf=50	ADJ
ajis02-1551	167	6	%	%	NOUN
ajis02-1551	167	7	,	,	PUNCT
ajis02-1551	167	8	such	such	ADJ
ajis02-1551	167	9	as	as	ADP
ajis02-1551	167	10	model	model	NOUN
ajis02-1551	167	11	3	3	NUM
ajis02-1551	167	12	which	which	PRON
ajis02-1551	167	13	contains	contain	VERB
ajis02-1551	167	14	only	only	ADV
ajis02-1551	167	15	292	292	NUM
ajis02-1551	167	16	nodes	node	NOUN
ajis02-1551	167	17	yet	yet	ADV
ajis02-1551	167	18	also	also	ADV
ajis02-1551	167	19	produces	produce	VERB
ajis02-1551	167	20	a	a	DET
ajis02-1551	167	21	similar	similar	ADJ
ajis02-1551	167	22	unknown	unknown	ADJ
ajis02-1551	167	23	ratio	ratio	NOUN
ajis02-1551	167	24	(	(	PUNCT
ajis02-1551	167	25	32.6	32.6	NUM
ajis02-1551	167	26	%	%	NOUN
ajis02-1551	167	27	)	)	PUNCT
ajis02-1551	167	28	compared	compare	VERB
ajis02-1551	167	29	to	to	ADP
ajis02-1551	167	30	text	text	NOUN
ajis02-1551	167	31	-	-	PUNCT
ajis02-1551	167	32	cat	cat	NOUN
ajis02-1551	167	33	.	.	PUNCT
ajis02-1551	168	1	this	this	DET
ajis02-1551	168	2	model	model	NOUN
ajis02-1551	168	3	still	still	ADV
ajis02-1551	168	4	provides	provide	VERB
ajis02-1551	168	5	a	a	DET
ajis02-1551	168	6	marginally	marginally	ADV
ajis02-1551	168	7	higher	high	ADJ
ajis02-1551	168	8	identification	identification	NOUN
ajis02-1551	168	9	accuracy	accuracy	NOUN
ajis02-1551	168	10	at	at	ADP
ajis02-1551	168	11	83	83	NUM
ajis02-1551	168	12	%	%	NOUN
ajis02-1551	168	13	on	on	ADP
ajis02-1551	168	14	the	the	DET
ajis02-1551	168	15	test	test	NOUN
ajis02-1551	168	16	dataset	dataset	NOUN
ajis02-1551	168	17	.	.	PUNCT
ajis02-1551	169	1	figure	figure	VERB
ajis02-1551	169	2	6	6	NUM
ajis02-1551	169	3	:	:	PUNCT
ajis02-1551	169	4	word	word	NOUN
ajis02-1551	169	5	-	-	PUNCT
ajis02-1551	169	6	by	by	ADP
ajis02-1551	169	7	-	-	PUNCT
ajis02-1551	169	8	word	word	NOUN
ajis02-1551	169	9	language	language	NOUN
ajis02-1551	169	10	identification	identification	NOUN
ajis02-1551	169	11	by	by	ADP
ajis02-1551	169	12	xon	xon	PROPN
ajis02-1551	169	13	and	and	CCONJ
ajis02-1551	169	14	text	text	NOUN
ajis02-1551	169	15	-	-	PUNCT
ajis02-1551	169	16	cat	cat	NOUN
ajis02-1551	169	17	models	model	NOUN
ajis02-1551	169	18	.	.	PUNCT
ajis02-1551	170	1	font	font	VERB
ajis02-1551	170	2	colours	colour	NOUN
ajis02-1551	170	3	indicate	indicate	VERB
ajis02-1551	170	4	true	true	ADJ
ajis02-1551	170	5	class	class	NOUN
ajis02-1551	170	6	,	,	PUNCT
ajis02-1551	170	7	background	background	NOUN
ajis02-1551	170	8	colours	colour	NOUN
ajis02-1551	170	9	indicate	indicate	VERB
ajis02-1551	170	10	identified	identify	VERB
ajis02-1551	170	11	class	class	NOUN
ajis02-1551	170	12	.	.	PUNCT
ajis02-1551	171	1	meaning	meaning	NOUN
ajis02-1551	171	2	of	of	ADP
ajis02-1551	171	3	colours	colour	NOUN
ajis02-1551	171	4	:	:	PUNCT
ajis02-1551	171	5	blue	blue	ADJ
ajis02-1551	171	6	-	-	PUNCT
ajis02-1551	171	7	english	english	ADJ
ajis02-1551	171	8	,	,	PUNCT
ajis02-1551	171	9	red	red	ADJ
ajis02-1551	171	10	-	-	PUNCT
ajis02-1551	171	11	italian	italian	ADJ
ajis02-1551	171	12	,	,	PUNCT
ajis02-1551	171	13	green	green	ADJ
ajis02-1551	171	14	-	-	PUNCT
ajis02-1551	171	15	dutch	dutch	ADJ
ajis02-1551	171	16	,	,	PUNCT
ajis02-1551	171	17	black	black	NOUN
ajis02-1551	171	18	-	-	PUNCT
ajis02-1551	171	19	unknown	unknown	ADJ
ajis02-1551	171	20	.	.	PUNCT
ajis02-1551	172	1	(	(	PUNCT
ajis02-1551	172	2	a	a	DET
ajis02-1551	172	3	,	,	PUNCT
ajis02-1551	172	4	b	b	NOUN
ajis02-1551	172	5	,	,	PUNCT
ajis02-1551	172	6	c	c	NOUN
ajis02-1551	172	7	)	)	PUNCT
ajis02-1551	172	8	results	result	NOUN
ajis02-1551	172	9	from	from	ADP
ajis02-1551	172	10	xon	xon	PROPN
ajis02-1551	172	11	model	model	PROPN
ajis02-1551	172	12	;	;	PUNCT
ajis02-1551	172	13	(	(	PUNCT
ajis02-1551	172	14	d	d	X
ajis02-1551	172	15	,	,	PUNCT
ajis02-1551	172	16	e	e	NOUN
ajis02-1551	172	17	,	,	PUNCT
ajis02-1551	172	18	f	f	X
ajis02-1551	172	19	)	)	PUNCT
ajis02-1551	172	20	results	result	NOUN
ajis02-1551	172	21	from	from	ADP
ajis02-1551	172	22	textcat	textcat	PROPN
ajis02-1551	172	23	model	model	PROPN
ajis02-1551	172	24	.	.	PUNCT
ajis02-1551	173	1	table	table	NOUN
ajis02-1551	173	2	1	1	NUM
ajis02-1551	173	3	:	:	PUNCT
ajis02-1551	173	4	ident	ident	NOUN
ajis02-1551	173	5	ificat	ificat	PROPN
ajis02-1551	173	6	ion	ion	NOUN
ajis02-1551	173	7	on	on	ADP
ajis02-1551	173	8	test	test	NOUN
ajis02-1551	173	9	ing	e	VERB
ajis02-1551	173	10	texts	text	NOUN
ajis02-1551	173	11	with	with	ADP
ajis02-1551	173	12	xon	xon	NOUN
ajis02-1551	173	13	and	and	CCONJ
ajis02-1551	173	14	text	text	NOUN
ajis02-1551	173	15	-cat	-cat	NUM
ajis02-1551	173	16	models	model	VERB
ajis02-1551	173	17	xon	xon	PROPN
ajis02-1551	173	18	model	model	PROPN
ajis02-1551	173	19	1	1	NUM
ajis02-1551	173	20	xon	xon	PROPN
ajis02-1551	173	21	model	model	PROPN
ajis02-1551	173	22	2	2	NUM
ajis02-1551	173	23	xon	xon	PROPN
ajis02-1551	173	24	model	model	NOUN
ajis02-1551	173	25	3	3	NUM
ajis02-1551	173	26	cat	cat	NOUN
ajis02-1551	173	27	model	model	NOUN
ajis02-1551	173	28	model	model	PROPN
ajis02-1551	173	29	mincase=	mincase=	PROPN
ajis02-1551	173	30	40	40	NUM
ajis02-1551	173	31	minconf=	minconf=	NUM
ajis02-1551	173	32	50	50	NUM
ajis02-1551	173	33	%	%	NOUN
ajis02-1551	173	34	mincase=	mincase=	NOUN
ajis02-1551	173	35	40	40	NUM
ajis02-1551	173	36	minconf=	minconf=	NUM
ajis02-1551	173	37	98	98	NUM
ajis02-1551	173	38	%	%	NOUN
ajis02-1551	173	39	mincase=	mincase=	NOUN
ajis02-1551	173	40	460	460	NUM
ajis02-1551	173	41	minconf=	minconf=	NUM
ajis02-1551	173	42	50	50	NUM
ajis02-1551	173	43	%	%	NOUN
ajis02-1551	173	44	or	or	CCONJ
ajis02-1551	173	45	iginal	iginal	ADJ
ajis02-1551	173	46	size	size	NOUN
ajis02-1551	173	47	1222	1222	NUM
ajis02-1551	173	48	nodes	node	NOUN
ajis02-1551	173	49	1342	1342	NUM
ajis02-1551	173	50	nodes	node	NOUN
ajis02-1551	173	51	292	292	NUM
ajis02-1551	173	52	nodes	node	NOUN
ajis02-1551	173	53	1200	1200	NUM
ajis02-1551	173	54	terms	term	NOUN
ajis02-1551	173	55	accuracy	accuracy	NOUN
ajis02-1551	173	56	89.6	89.6	NUM
ajis02-1551	173	57	%	%	NOUN
ajis02-1551	173	58	91.9	91.9	NUM
ajis02-1551	173	59	%	%	NOUN
ajis02-1551	173	60	83	83	NUM
ajis02-1551	173	61	%	%	NOUN
ajis02-1551	173	62	81.7	81.7	NUM
ajis02-1551	173	63	%	%	NOUN
ajis02-1551	173	64	unknown	unknown	ADJ
ajis02-1551	173	65	9.9	9.9	NUM
ajis02-1551	173	66	%	%	NOUN
ajis02-1551	173	67	25	25	NUM
ajis02-1551	173	68	%	%	NOUN
ajis02-1551	173	69	32.6	32.6	NUM
ajis02-1551	173	70	%	%	NOUN
ajis02-1551	173	71	32.4	32.4	NUM
ajis02-1551	173	72	%	%	NOUN
ajis02-1551	173	73	confusion	confusion	NOUN
ajis02-1551	173	74	matrix	matrix	NOUN
ajis02-1551	173	75	(	(	PUNCT
ajis02-1551	173	76	%	%	NOUN
ajis02-1551	173	77	)	)	PUNCT
ajis02-1551	173	78	0	0	NUM
ajis02-1551	174	1	b	b	X
ajis02-1551	174	2	@	@	AUX
ajis02-1551	174	3	pr	pr	NOUN
ajis02-1551	174	4	ed	ed	NOUN
ajis02-1551	174	5	!	!	PUNCT
ajis02-1551	175	1	e	e	X
ajis02-1551	175	2	ng	ng	PROPN
ajis02-1551	176	1	i	i	INTJ
ajis02-1551	176	2	ta	ta	PROPN
ajis02-1551	177	1	d	d	X
ajis02-1551	177	2	ut	ut	PROPN
ajis02-1551	177	3	e	e	PROPN
ajis02-1551	177	4	ng	ng	PROPN
ajis02-1551	177	5	88.9	88.9	NUM
ajis02-1551	177	6	7.3	7.3	NUM
ajis02-1551	177	7	3.8	3.8	NUM
ajis02-1551	177	8	i	i	PRON
ajis02-1551	177	9	ta	ta	ADP
ajis02-1551	177	10	6.5	6.5	NUM
ajis02-1551	177	11	90.9	90.9	NUM
ajis02-1551	177	12	2.6	2.6	NUM
ajis02-1551	177	13	d	d	SYM
ajis02-1551	177	14	ut	ut	PROPN
ajis02-1551	177	15	6.6	6.6	NUM
ajis02-1551	177	16	5.0	5.0	NUM
ajis02-1551	177	17	88.4	88.4	NUM
ajis02-1551	177	18	1	1	NUM
ajis02-1551	177	19	c	c	NOUN
ajis02-1551	177	20	a	a	DET
ajis02-1551	177	21	0	0	NUM
ajis02-1551	177	22	b	b	NOUN
ajis02-1551	177	23	@	@	ADP
ajis02-1551	177	24	pr	pr	NOUN
ajis02-1551	177	25	ed	ed	NOUN
ajis02-1551	177	26	!	!	PUNCT
ajis02-1551	178	1	e	e	X
ajis02-1551	178	2	ng	ng	PROPN
ajis02-1551	179	1	i	i	INTJ
ajis02-1551	179	2	ta	ta	PROPN
ajis02-1551	180	1	d	d	X
ajis02-1551	180	2	ut	ut	PROPN
ajis02-1551	180	3	e	e	PROPN
ajis02-1551	180	4	ng	ng	PROPN
ajis02-1551	180	5	90.1	90.1	NUM
ajis02-1551	180	6	6.5	6.5	NUM
ajis02-1551	180	7	3.4	3.4	NUM
ajis02-1551	180	8	i	i	NOUN
ajis02-1551	180	9	ta	ta	ADP
ajis02-1551	180	10	5.0	5.0	NUM
ajis02-1551	180	11	93.5	93.5	NUM
ajis02-1551	180	12	1.5	1.5	NUM
ajis02-1551	180	13	d	d	NOUN
ajis02-1551	180	14	ut	ut	PROPN
ajis02-1551	180	15	5.5	5.5	NUM
ajis02-1551	180	16	3.8	3.8	NUM
ajis02-1551	180	17	90.7	90.7	NUM
ajis02-1551	180	18	1	1	NUM
ajis02-1551	180	19	c	c	NOUN
ajis02-1551	180	20	a	a	DET
ajis02-1551	180	21	0	0	NUM
ajis02-1551	180	22	b	b	NOUN
ajis02-1551	180	23	@	@	ADP
ajis02-1551	180	24	pr	pr	NOUN
ajis02-1551	180	25	ed	ed	NOUN
ajis02-1551	180	26	!	!	PUNCT
ajis02-1551	181	1	e	e	X
ajis02-1551	181	2	ng	ng	PROPN
ajis02-1551	182	1	i	i	INTJ
ajis02-1551	182	2	ta	ta	PROPN
ajis02-1551	183	1	d	d	X
ajis02-1551	183	2	ut	ut	PROPN
ajis02-1551	183	3	e	e	PROPN
ajis02-1551	183	4	ng	ng	PROPN
ajis02-1551	183	5	70.4	70.4	NUM
ajis02-1551	183	6	23.4	23.4	NUM
ajis02-1551	183	7	6.2	6.2	NUM
ajis02-1551	183	8	i	i	PRON
ajis02-1551	183	9	ta	ta	ADP
ajis02-1551	183	10	6.6	6.6	NUM
ajis02-1551	183	11	89.6	89.6	NUM
ajis02-1551	183	12	3.8	3.8	NUM
ajis02-1551	183	13	d	d	NOUN
ajis02-1551	183	14	ut	ut	PROPN
ajis02-1551	183	15	9.3	9.3	NUM
ajis02-1551	183	16	5.9	5.9	NUM
ajis02-1551	183	17	84.8	84.8	NUM
ajis02-1551	183	18	1	1	NUM
ajis02-1551	183	19	c	c	NOUN
ajis02-1551	183	20	a	a	DET
ajis02-1551	183	21	0	0	NUM
ajis02-1551	183	22	b	b	NOUN
ajis02-1551	183	23	@	@	ADP
ajis02-1551	183	24	pr	pr	NOUN
ajis02-1551	183	25	ed	ed	NOUN
ajis02-1551	183	26	!	!	PUNCT
ajis02-1551	184	1	e	e	X
ajis02-1551	184	2	ng	ng	PROPN
ajis02-1551	185	1	i	i	INTJ
ajis02-1551	185	2	ta	ta	PROPN
ajis02-1551	186	1	d	d	X
ajis02-1551	186	2	ut	ut	PROPN
ajis02-1551	186	3	e	e	PROPN
ajis02-1551	186	4	ng	ng	PROPN
ajis02-1551	186	5	60.1	60.1	NUM
ajis02-1551	186	6	19.4	19.4	NUM
ajis02-1551	186	7	20.5	20.5	NUM
ajis02-1551	186	8	i	i	NOUN
ajis02-1551	186	9	ta	ta	ADP
ajis02-1551	186	10	6.9	6.9	NUM
ajis02-1551	186	11	89.1	89.1	NUM
ajis02-1551	186	12	4.0	4.0	NUM
ajis02-1551	186	13	d	d	NOUN
ajis02-1551	186	14	ut	ut	PROPN
ajis02-1551	186	15	6.1	6.1	NUM
ajis02-1551	186	16	1.8	1.8	NUM
ajis02-1551	186	17	92.1	92.1	NUM
ajis02-1551	186	18	1	1	NUM
ajis02-1551	186	19	c	c	PROPN
ajis02-1551	186	20	a	a	DET
ajis02-1551	186	21	(	(	PUNCT
ajis02-1551	186	22	a	a	NOUN
ajis02-1551	186	23	)	)	PUNCT
ajis02-1551	186	24	(	(	PUNCT
ajis02-1551	186	25	b	b	X
ajis02-1551	186	26	)	)	PUNCT
ajis02-1551	186	27	(	(	PUNCT
ajis02-1551	186	28	c	c	X
ajis02-1551	186	29	)	)	PUNCT
ajis02-1551	186	30	(	(	PUNCT
ajis02-1551	186	31	d	d	X
ajis02-1551	186	32	)	)	PUNCT
ajis02-1551	186	33	(	(	PUNCT
ajis02-1551	186	34	e	e	NOUN
ajis02-1551	186	35	)	)	PUNCT
ajis02-1551	186	36	(	(	PUNCT
ajis02-1551	186	37	f	f	X
ajis02-1551	186	38	)	)	PUNCT
ajis02-1551	186	39	figure	figure	VERB
ajis02-1551	186	40	4	4	NUM
ajis02-1551	186	41	:	:	PUNCT
ajis02-1551	186	42	word	word	NOUN
ajis02-1551	186	43	-	-	PUNCT
ajis02-1551	186	44	by	by	ADP
ajis02-1551	186	45	-	-	PUNCT
ajis02-1551	186	46	word	word	NOUN
ajis02-1551	186	47	language	language	NOUN
ajis02-1551	186	48	ident	ident	NOUN
ajis02-1551	186	49	ificat	ificat	NOUN
ajis02-1551	186	50	ion	ion	NOUN
ajis02-1551	186	51	by	by	ADP
ajis02-1551	186	52	xon	xon	NOUN
ajis02-1551	186	53	and	and	CCONJ
ajis02-1551	186	54	text	text	NOUN
ajis02-1551	186	55	-cat	-cat	NUM
ajis02-1551	186	56	models	model	NOUN
ajis02-1551	186	57	.	.	PUNCT
ajis02-1551	187	1	font	font	VERB
ajis02-1551	187	2	colours	colour	NOUN
ajis02-1551	187	3	indicate	indicate	VERB
ajis02-1551	187	4	true	true	ADJ
ajis02-1551	187	5	class	class	NOUN
ajis02-1551	187	6	,	,	PUNCT
ajis02-1551	187	7	background	background	NOUN
ajis02-1551	187	8	colours	colour	NOUN
ajis02-1551	187	9	indicate	indicate	VERB
ajis02-1551	187	10	ident	ident	NOUN
ajis02-1551	187	11	ified	ified	ADJ
ajis02-1551	187	12	class	class	NOUN
ajis02-1551	187	13	.	.	PUNCT
ajis02-1551	188	1	meaning	meaning	NOUN
ajis02-1551	188	2	of	of	ADP
ajis02-1551	188	3	colours	colour	NOUN
ajis02-1551	188	4	:	:	PUNCT
ajis02-1551	188	5	blue	blue	ADJ
ajis02-1551	188	6	-	-	PUNCT
ajis02-1551	188	7	english	english	ADJ
ajis02-1551	188	8	,	,	PUNCT
ajis02-1551	188	9	red	red	ADJ
ajis02-1551	188	10	-	-	PUNCT
ajis02-1551	188	11	italian	italian	ADJ
ajis02-1551	188	12	,	,	PUNCT
ajis02-1551	188	13	greendutch	greendutch	NOUN
ajis02-1551	188	14	,	,	PUNCT
ajis02-1551	188	15	black	black	NOUN
ajis02-1551	188	16	-	-	PUNCT
ajis02-1551	188	17	unknown	unknown	ADJ
ajis02-1551	188	18	.	.	PUNCT
ajis02-1551	189	1	(	(	PUNCT
ajis02-1551	189	2	a	a	DET
ajis02-1551	189	3	,	,	PUNCT
ajis02-1551	189	4	b	b	NOUN
ajis02-1551	189	5	,	,	PUNCT
ajis02-1551	189	6	c	c	NOUN
ajis02-1551	189	7	)	)	PUNCT
ajis02-1551	189	8	results	result	NOUN
ajis02-1551	189	9	from	from	ADP
ajis02-1551	189	10	xon	xon	PROPN
ajis02-1551	189	11	model	model	PROPN
ajis02-1551	189	12	;	;	PUNCT
ajis02-1551	189	13	(	(	PUNCT
ajis02-1551	189	14	d	d	X
ajis02-1551	189	15	,	,	PUNCT
ajis02-1551	189	16	e	e	NOUN
ajis02-1551	189	17	,	,	PUNCT
ajis02-1551	189	18	f	f	NOUN
ajis02-1551	189	19	)	)	PUNCT
ajis02-1551	189	20	results	result	NOUN
ajis02-1551	189	21	from	from	ADP
ajis02-1551	189	22	text	text	NOUN
ajis02-1551	189	23	-cat	-cat	SYM
ajis02-1551	189	24	model	model	NOUN
ajis02-1551	189	25	.	.	PUNCT
ajis02-1551	190	1	clustering	cluster	VERB
ajis02-1551	190	2	methods	method	NOUN
ajis02-1551	190	3	(	(	PUNCT
ajis02-1551	190	4	zhou	zhou	X
ajis02-1551	190	5	et	et	PROPN
ajis02-1551	190	6	al	al	PROPN
ajis02-1551	190	7	.	.	PROPN
ajis02-1551	190	8	2013	2013	NUM
ajis02-1551	190	9	)	)	PUNCT
ajis02-1551	190	10	.	.	PUNCT
ajis02-1551	191	1	in	in	ADP
ajis02-1551	191	2	this	this	DET
ajis02-1551	191	3	sect	sect	NOUN
ajis02-1551	191	4	ion	ion	NOUN
ajis02-1551	191	5	,	,	PUNCT
ajis02-1551	191	6	the	the	DET
ajis02-1551	191	7	same	same	ADJ
ajis02-1551	191	8	classificat	classificat	NOUN
ajis02-1551	191	9	ion	ion	NOUN
ajis02-1551	191	10	task	task	NOUN
ajis02-1551	191	11	is	be	AUX
ajis02-1551	191	12	performed	perform	VERB
ajis02-1551	191	13	to	to	PART
ajis02-1551	191	14	show	show	VERB
ajis02-1551	191	15	how	how	SCONJ
ajis02-1551	191	16	our	our	PRON
ajis02-1551	191	17	event	event	NOUN
ajis02-1551	191	18	based	base	VERB
ajis02-1551	191	19	decision	decision	NOUN
ajis02-1551	191	20	tree	tree	NOUN
ajis02-1551	191	21	method	method	NOUN
ajis02-1551	191	22	performs	perform	VERB
ajis02-1551	191	23	on	on	ADP
ajis02-1551	191	24	this	this	DET
ajis02-1551	191	25	same	same	ADJ
ajis02-1551	191	26	dataset	dataset	NOUN
ajis02-1551	191	27	.	.	PUNCT
ajis02-1551	192	1	3.2.1	3.2.1	NUM
ajis02-1551	192	2	d	d	NOUN
ajis02-1551	192	3	at	at	ADP
ajis02-1551	192	4	a	a	DET
ajis02-1551	192	5	pr	pr	NOUN
ajis02-1551	192	6	e	e	NOUN
ajis02-1551	192	7	-	-	NOUN
ajis02-1551	192	8	pr	pr	ADJ
ajis02-1551	192	9	ocessing	ocessing	NOUN
ajis02-1551	192	10	in	in	ADP
ajis02-1551	192	11	order	order	NOUN
ajis02-1551	192	12	to	to	ADP
ajis02-1551	192	13	t	t	PROPN
ajis02-1551	192	14	ransform	ransform	VERB
ajis02-1551	192	15	thereal	thereal	NOUN
ajis02-1551	192	16	-	-	PUNCT
ajis02-1551	192	17	valued	value	VERB
ajis02-1551	192	18	mot	mot	NOUN
ajis02-1551	192	19	ion	ion	NOUN
ajis02-1551	192	20	data	datum	NOUN
ajis02-1551	192	21	into	into	ADP
ajis02-1551	192	22	nominal	nominal	ADJ
ajis02-1551	192	23	events	event	NOUN
ajis02-1551	192	24	,	,	PUNCT
ajis02-1551	192	25	we	we	PRON
ajis02-1551	192	26	define	define	VERB
ajis02-1551	192	27	pat	pat	NOUN
ajis02-1551	192	28	terns	tern	NOUN
ajis02-1551	192	29	of	of	ADP
ajis02-1551	192	30	movements	movement	NOUN
ajis02-1551	192	31	and	and	CCONJ
ajis02-1551	192	32	consequent	consequent	ADJ
ajis02-1551	192	33	ial	ial	ADJ
ajis02-1551	192	34	movements	movement	NOUN
ajis02-1551	192	35	at	at	ADP
ajis02-1551	192	36	any	any	DET
ajis02-1551	192	37	given	give	VERB
ajis02-1551	192	38	t	t	PROPN
ajis02-1551	192	39	ime	ime	PROPN
ajis02-1551	192	40	point	point	NOUN
ajis02-1551	192	41	t	t	PROPN
ajis02-1551	192	42	as	as	ADP
ajis02-1551	192	43	the	the	DET
ajis02-1551	192	44	event	event	NOUN
ajis02-1551	192	45	for	for	ADP
ajis02-1551	192	46	describing	describe	VERB
ajis02-1551	192	47	the	the	DET
ajis02-1551	192	48	dancing	dancing	NOUN
ajis02-1551	192	49	behaviours	behaviour	NOUN
ajis02-1551	192	50	.	.	PUNCT
ajis02-1551	193	1	for	for	ADP
ajis02-1551	193	2	example	example	NOUN
ajis02-1551	193	3	,	,	PUNCT
ajis02-1551	193	4	it	it	PRON
ajis02-1551	193	5	is	be	AUX
ajis02-1551	193	6	safe	safe	ADJ
ajis02-1551	193	7	to	to	PART
ajis02-1551	193	8	assume	assume	VERB
ajis02-1551	193	9	when	when	SCONJ
ajis02-1551	193	10	the	the	DET
ajis02-1551	193	11	behaviour	behaviour	NOUN
ajis02-1551	193	12	is	be	AUX
ajis02-1551	193	13	left	leave	VERB
ajis02-1551	193	14	-turn	-turn	NOUN
ajis02-1551	193	15	,	,	PUNCT
ajis02-1551	193	16	the	the	DET
ajis02-1551	193	17	bee	bee	NOUN
ajis02-1551	193	18	’s	’s	PART
ajis02-1551	193	19	posit	posit	NOUN
ajis02-1551	193	20	ion	ion	NOUN
ajis02-1551	193	21	moves	move	NOUN
ajis02-1551	193	22	towards	towards	ADP
ajis02-1551	193	23	the	the	DET
ajis02-1551	193	24	left	left	ADJ
ajis02-1551	193	25	relat	relat	NOUN
ajis02-1551	193	26	i	i	PRON
ajis02-1551	193	27	ve	ve	VERB
ajis02-1551	193	28	to	to	ADP
ajis02-1551	193	29	the	the	DET
ajis02-1551	193	30	previous	previous	ADJ
ajis02-1551	193	31	t	t	PROPN
ajis02-1551	193	32	rajectory	rajectory	NOUN
ajis02-1551	193	33	.	.	PUNCT
ajis02-1551	194	1	for	for	ADP
ajis02-1551	194	2	the	the	DET
ajis02-1551	194	3	waggle	waggle	NOUN
ajis02-1551	194	4	behaviour	behaviour	NOUN
ajis02-1551	194	5	,	,	PUNCT
ajis02-1551	194	6	the	the	DET
ajis02-1551	194	7	bee	bee	NOUN
ajis02-1551	194	8	may	may	AUX
ajis02-1551	194	9	move	move	VERB
ajis02-1551	194	10	both	both	PRON
ajis02-1551	194	11	left	leave	VERB
ajis02-1551	194	12	and	and	CCONJ
ajis02-1551	194	13	right	right	ADJ
ajis02-1551	194	14	in	in	ADP
ajis02-1551	194	15	an	an	DET
ajis02-1551	194	16	alternat	alternat	NOUN
ajis02-1551	194	17	ing	ing	PROPN
ajis02-1551	194	18	manner	manner	NOUN
ajis02-1551	194	19	.	.	PUNCT
ajis02-1551	195	1	therefore	therefore	ADV
ajis02-1551	195	2	,	,	PUNCT
ajis02-1551	195	3	the	the	DET
ajis02-1551	195	4	basic	basic	ADJ
ajis02-1551	195	5	movement	movement	NOUN
ajis02-1551	195	6	pat	pat	NOUN
ajis02-1551	195	7	terns	tern	NOUN
ajis02-1551	195	8	for	for	ADP
ajis02-1551	195	9	this	this	DET
ajis02-1551	195	10	task	task	NOUN
ajis02-1551	195	11	are	be	AUX
ajis02-1551	195	12	closely	closely	ADV
ajis02-1551	195	13	associated	associate	VERB
ajis02-1551	195	14	with	with	ADP
ajis02-1551	195	15	the	the	DET
ajis02-1551	195	16	direct	direct	ADJ
ajis02-1551	195	17	ions	ion	NOUN
ajis02-1551	195	18	of	of	ADP
ajis02-1551	195	19	movements	movement	NOUN
ajis02-1551	195	20	.	.	PUNCT
ajis02-1551	196	1	the	the	DET
ajis02-1551	196	2	sequences	sequence	NOUN
ajis02-1551	196	3	of	of	ADP
ajis02-1551	196	4	raw	raw	ADJ
ajis02-1551	196	5	posit	posit	NOUN
ajis02-1551	196	6	ions	ion	NOUN
ajis02-1551	196	7	and	and	CCONJ
ajis02-1551	196	8	head	head	NOUN
ajis02-1551	196	9	angles	angle	NOUN
ajis02-1551	196	10	are	be	AUX
ajis02-1551	196	11	t	t	NOUN
ajis02-1551	196	12	ransformed	ransforme	VERB
ajis02-1551	196	13	into	into	ADP
ajis02-1551	196	14	the	the	DET
ajis02-1551	196	15	following	follow	VERB
ajis02-1551	196	16	six	six	NUM
ajis02-1551	196	17	features	feature	NOUN
ajis02-1551	196	18	:	:	PUNCT
ajis02-1551	196	19	•	•	NUM
ajis02-1551	196	20	x	x	X
ajis02-1551	196	21	-	-	PUNCT
ajis02-1551	196	22	o	o	NOUN
ajis02-1551	196	23	↵	↵	PROPN
ajis02-1551	196	24	:	:	PUNCT
ajis02-1551	196	25	the	the	DET
ajis02-1551	196	26	x	x	X
ajis02-1551	196	27	o	o	NOUN
ajis02-1551	196	28	↵	↵	NOUN
ajis02-1551	196	29	set	set	NOUN
ajis02-1551	196	30	of	of	ADP
ajis02-1551	196	31	current	current	ADJ
ajis02-1551	196	32	posit	posit	NOUN
ajis02-1551	196	33	ion	ion	NOUN
ajis02-1551	196	34	relat	relat	NOUN
ajis02-1551	196	35	i	i	PRON
ajis02-1551	196	36	ve	ve	VERB
ajis02-1551	196	37	to	to	ADP
ajis02-1551	196	38	the	the	DET
ajis02-1551	196	39	previous	previous	ADJ
ajis02-1551	196	40	frame	frame	NOUN
ajis02-1551	196	41	.	.	PUNCT
ajis02-1551	197	1	•	•	NUM
ajis02-1551	197	2	y	y	PROPN
ajis02-1551	197	3	-	-	PUNCT
ajis02-1551	197	4	o	o	NOUN
ajis02-1551	197	5	↵	↵	PROPN
ajis02-1551	197	6	:	:	PUNCT
ajis02-1551	197	7	the	the	DET
ajis02-1551	197	8	y	y	PROPN
ajis02-1551	197	9	o	o	PROPN
ajis02-1551	197	10	↵	↵	PROPN
ajis02-1551	197	11	set	set	NOUN
ajis02-1551	197	12	of	of	ADP
ajis02-1551	197	13	current	current	ADJ
ajis02-1551	197	14	posit	posit	NOUN
ajis02-1551	197	15	ion	ion	NOUN
ajis02-1551	197	16	relat	relat	NOUN
ajis02-1551	197	17	i	i	PRON
ajis02-1551	197	18	ve	ve	VERB
ajis02-1551	197	19	to	to	ADP
ajis02-1551	197	20	the	the	DET
ajis02-1551	197	21	previous	previous	ADJ
ajis02-1551	197	22	frame	frame	NOUN
ajis02-1551	197	23	.	.	PUNCT
ajis02-1551	198	1	•	•	NUM
ajis02-1551	198	2	cosang	cosang	PROPN
ajis02-1551	198	3	:	:	PUNCT
ajis02-1551	198	4	cosine	cosine	NOUN
ajis02-1551	198	5	of	of	ADP
ajis02-1551	198	6	the	the	DET
ajis02-1551	198	7	head	head	NOUN
ajis02-1551	198	8	angle	angle	NOUN
ajis02-1551	198	9	.	.	PUNCT
ajis02-1551	199	1	•	•	NUM
ajis02-1551	199	2	sinang	sinang	PROPN
ajis02-1551	199	3	:	:	PUNCT
ajis02-1551	199	4	sine	sine	NOUN
ajis02-1551	199	5	of	of	ADP
ajis02-1551	199	6	the	the	DET
ajis02-1551	199	7	head	head	NOUN
ajis02-1551	199	8	angle	angle	NOUN
ajis02-1551	199	9	.	.	PUNCT
ajis02-1551	200	1	•	•	NUM
ajis02-1551	200	2	angdi	angdi	PROPN
ajis02-1551	200	3	↵	↵	PROPN
ajis02-1551	200	4	:	:	PUNCT
ajis02-1551	200	5	the	the	DET
ajis02-1551	200	6	di	di	PROPN
ajis02-1551	200	7	↵	↵	PROPN
ajis02-1551	200	8	erence	erence	NOUN
ajis02-1551	200	9	between	between	ADP
ajis02-1551	200	10	head	head	NOUN
ajis02-1551	200	11	angle	angle	NOUN
ajis02-1551	200	12	and	and	CCONJ
ajis02-1551	200	13	previous	previous	ADJ
ajis02-1551	200	14	t	t	PROPN
ajis02-1551	200	15	rajectory	rajectory	NOUN
ajis02-1551	200	16	.	.	PUNCT
ajis02-1551	201	1	•	•	NUM
ajis02-1551	201	2	dist	dist	NOUN
ajis02-1551	201	3	:	:	PUNCT
ajis02-1551	201	4	the	the	DET
ajis02-1551	201	5	distance	distance	NOUN
ajis02-1551	201	6	the	the	DET
ajis02-1551	201	7	bee	bee	NOUN
ajis02-1551	201	8	travels	travel	VERB
ajis02-1551	201	9	since	since	SCONJ
ajis02-1551	201	10	last	last	ADJ
ajis02-1551	201	11	frame	frame	NOUN
ajis02-1551	201	12	.	.	PUNCT
ajis02-1551	202	1	in	in	ADP
ajis02-1551	202	2	the	the	DET
ajis02-1551	202	3	above	above	ADJ
ajis02-1551	202	4	list	list	NOUN
ajis02-1551	202	5	,	,	PUNCT
ajis02-1551	202	6	the	the	DET
ajis02-1551	202	7	cosang	cosang	PROPN
ajis02-1551	202	8	and	and	CCONJ
ajis02-1551	202	9	sinang	sinang	PROPN
ajis02-1551	202	10	features	feature	NOUN
ajis02-1551	202	11	can	can	AUX
ajis02-1551	202	12	be	be	AUX
ajis02-1551	202	13	considered	consider	VERB
ajis02-1551	202	14	as	as	ADP
ajis02-1551	202	15	an	an	DET
ajis02-1551	202	16	est	est	X
ajis02-1551	202	17	imat	imat	ADJ
ajis02-1551	202	18	ion	ion	NOUN
ajis02-1551	202	19	of	of	ADP
ajis02-1551	202	20	the	the	DET
ajis02-1551	202	21	x	x	PROPN
ajis02-1551	202	22	-	-	PROPN
ajis02-1551	202	23	o	o	NOUN
ajis02-1551	202	24	↵	↵	PROPN
ajis02-1551	202	25	and	and	CCONJ
ajis02-1551	202	26	y	y	PROPN
ajis02-1551	202	27	-	-	PROPN
ajis02-1551	202	28	o	o	NOUN
ajis02-1551	202	29	↵	↵	PROPN
ajis02-1551	202	30	for	for	ADP
ajis02-1551	202	31	the	the	DET
ajis02-1551	202	32	following	following	ADJ
ajis02-1551	202	33	moment	moment	NOUN
ajis02-1551	202	34	,	,	PUNCT
ajis02-1551	202	35	if	if	SCONJ
ajis02-1551	202	36	the	the	DET
ajis02-1551	202	37	bee	bee	NOUN
ajis02-1551	202	38	maintains	maintain	VERB
ajis02-1551	202	39	its	its	PRON
ajis02-1551	202	40	current	current	ADJ
ajis02-1551	202	41	heading	head	VERB
ajis02-1551	202	42	direct	direct	ADJ
ajis02-1551	202	43	ion	ion	NOUN
ajis02-1551	202	44	and	and	CCONJ
ajis02-1551	202	45	speed	speed	NOUN
ajis02-1551	202	46	.	.	PUNCT
ajis02-1551	203	1	the	the	DET
ajis02-1551	203	2	angdi	angdi	PROPN
ajis02-1551	203	3	↵	↵	PROPN
ajis02-1551	203	4	indicates	indicate	VERB
ajis02-1551	203	5	the	the	DET
ajis02-1551	203	6	di	di	PROPN
ajis02-1551	203	7	↵	↵	PROPN
ajis02-1551	203	8	erence	erence	NOUN
ajis02-1551	203	9	between	between	ADP
ajis02-1551	203	10	the	the	DET
ajis02-1551	203	11	current	current	ADJ
ajis02-1551	203	12	heading	heading	NOUN
ajis02-1551	203	13	and	and	CCONJ
ajis02-1551	203	14	that	that	PRON
ajis02-1551	203	15	of	of	ADP
ajis02-1551	203	16	the	the	DET
ajis02-1551	203	17	previous	previous	ADJ
ajis02-1551	203	18	movement	movement	NOUN
ajis02-1551	203	19	.	.	PUNCT
ajis02-1551	204	1	from	from	ADP
ajis02-1551	204	2	every	every	DET
ajis02-1551	204	3	frame	frame	NOUN
ajis02-1551	204	4	,	,	PUNCT
ajis02-1551	204	5	a	a	DET
ajis02-1551	204	6	vector	vector	NOUN
ajis02-1551	204	7	of	of	ADP
ajis02-1551	204	8	all	all	DET
ajis02-1551	204	9	six	six	NUM
ajis02-1551	204	10	features	feature	NOUN
ajis02-1551	204	11	is	be	AUX
ajis02-1551	204	12	viewed	view	VERB
ajis02-1551	204	13	as	as	ADP
ajis02-1551	204	14	an	an	DET
ajis02-1551	204	15	unique	unique	ADJ
ajis02-1551	204	16	mot	mot	NOUN
ajis02-1551	204	17	ion	ion	NOUN
ajis02-1551	204	18	status	status	NOUN
ajis02-1551	204	19	of	of	ADP
ajis02-1551	204	20	the	the	DET
ajis02-1551	204	21	dancing	dancing	NOUN
ajis02-1551	204	22	bee	bee	NOUN
ajis02-1551	204	23	,	,	PUNCT
ajis02-1551	204	24	and	and	CCONJ
ajis02-1551	204	25	every	every	DET
ajis02-1551	204	26	status	status	NOUN
ajis02-1551	204	27	contains	contain	VERB
ajis02-1551	204	28	informat	informat	ADJ
ajis02-1551	204	29	ion	ion	NOUN
ajis02-1551	204	30	derived	derive	VERB
ajis02-1551	204	31	from	from	ADP
ajis02-1551	204	32	both	both	CCONJ
ajis02-1551	204	33	the	the	DET
ajis02-1551	204	34	current	current	ADJ
ajis02-1551	204	35	and	and	CCONJ
ajis02-1551	204	36	previous	previous	ADJ
ajis02-1551	204	37	frame	frame	NOUN
ajis02-1551	204	38	.	.	PUNCT
ajis02-1551	205	1	if	if	SCONJ
ajis02-1551	205	2	every	every	DET
ajis02-1551	205	3	such	such	ADJ
ajis02-1551	205	4	mot	mot	NOUN
ajis02-1551	205	5	ion	ion	NOUN
ajis02-1551	205	6	status	status	NOUN
ajis02-1551	205	7	is	be	AUX
ajis02-1551	205	8	t	t	NOUN
ajis02-1551	205	9	reated	reate	VERB
ajis02-1551	205	10	as	as	ADP
ajis02-1551	205	11	a	a	DET
ajis02-1551	205	12	nominal	nominal	ADJ
ajis02-1551	205	13	event	event	NOUN
ajis02-1551	205	14	,	,	PUNCT
ajis02-1551	205	15	there	there	PRON
ajis02-1551	205	16	will	will	AUX
ajis02-1551	205	17	be	be	AUX
ajis02-1551	205	18	a	a	DET
ajis02-1551	205	19	massive	massive	ADJ
ajis02-1551	205	20	number	number	NOUN
ajis02-1551	205	21	of	of	ADP
ajis02-1551	205	22	events	event	NOUN
ajis02-1551	205	23	.	.	PUNCT
ajis02-1551	206	1	the	the	DET
ajis02-1551	206	2	curse	curse	NOUN
ajis02-1551	206	3	of	of	ADP
ajis02-1551	206	4	dimensionality	dimensionality	NOUN
ajis02-1551	206	5	will	will	AUX
ajis02-1551	206	6	a	a	DET
ajis02-1551	206	7	↵	↵	NOUN
ajis02-1551	206	8	ect	ect	VERB
ajis02-1551	206	9	our	our	PRON
ajis02-1551	206	10	decision	decision	NOUN
ajis02-1551	206	11	t	t	PROPN
ajis02-1551	206	12	ree	ree	NOUN
ajis02-1551	206	13	algorithm	algorithm	NOUN
ajis02-1551	206	14	that	that	PRON
ajis02-1551	206	15	would	would	AUX
ajis02-1551	206	16	seek	seek	VERB
ajis02-1551	206	17	to	to	PART
ajis02-1551	206	18	find	find	VERB
ajis02-1551	206	19	the	the	DET
ajis02-1551	206	20	opt	opt	NOUN
ajis02-1551	206	21	imised	imise	VERB
ajis02-1551	206	22	combinat	combinat	PROPN
ajis02-1551	206	23	ions	ion	NOUN
ajis02-1551	206	24	.	.	PUNCT
ajis02-1551	207	1	the	the	DET
ajis02-1551	207	2	feature	feature	NOUN
ajis02-1551	207	3	vectors	vector	NOUN
ajis02-1551	207	4	are	be	AUX
ajis02-1551	207	5	therefore	therefore	ADV
ajis02-1551	207	6	preclustered	preclustere	VERB
ajis02-1551	207	7	using	use	VERB
ajis02-1551	207	8	a	a	DET
ajis02-1551	207	9	minimum	minimum	ADJ
ajis02-1551	207	10	message	message	NOUN
ajis02-1551	207	11	length	length	NOUN
ajis02-1551	207	12	(	(	PUNCT
ajis02-1551	207	13	mml	mml	PROPN
ajis02-1551	207	14	)	)	PUNCT
ajis02-1551	207	15	algorithm(wallace	algorithm(wallace	PROPN
ajis02-1551	207	16	&	&	CCONJ
ajis02-1551	207	17	boulton	boulton	PROPN
ajis02-1551	207	18	1968	1968	NUM
ajis02-1551	207	19	)	)	PUNCT
ajis02-1551	207	20	.	.	PUNCT
ajis02-1551	208	1	subsequent	subsequent	ADJ
ajis02-1551	208	2	ly	ly	NOUN
ajis02-1551	208	3	,	,	PUNCT
ajis02-1551	208	4	each	each	DET
ajis02-1551	208	5	cluster	cluster	NOUN
ajis02-1551	208	6	is	be	AUX
ajis02-1551	208	7	t	t	PROPN
ajis02-1551	208	8	reated	reate	VERB
ajis02-1551	208	9	asan	asan	ADJ
ajis02-1551	208	10	event	event	NOUN
ajis02-1551	208	11	represent	represent	VERB
ajis02-1551	208	12	ing	ing	ADJ
ajis02-1551	208	13	a	a	DET
ajis02-1551	208	14	series	series	NOUN
ajis02-1551	208	15	of	of	ADP
ajis02-1551	208	16	similar	similar	ADJ
ajis02-1551	208	17	mot	mot	NOUN
ajis02-1551	208	18	ion	ion	NOUN
ajis02-1551	208	19	states	state	NOUN
ajis02-1551	208	20	.	.	PUNCT
ajis02-1551	209	1	the	the	DET
ajis02-1551	209	2	mml	mml	PROPN
ajis02-1551	209	3	clustering	clustering	NOUN
ajis02-1551	209	4	also	also	ADV
ajis02-1551	209	5	reduces	reduce	VERB
ajis02-1551	209	6	thesix	thesix	ADJ
ajis02-1551	209	7	dimensional	dimensional	ADJ
ajis02-1551	209	8	featuresequences	featuresequence	NOUN
ajis02-1551	209	9	into	into	ADP
ajis02-1551	209	10	a	a	DET
ajis02-1551	209	11	single	single	ADJ
ajis02-1551	209	12	dimensional	dimensional	ADJ
ajis02-1551	209	13	event	event	NOUN
ajis02-1551	209	14	sequence	sequence	NOUN
ajis02-1551	209	15	with	with	ADP
ajis02-1551	209	16	a	a	DET
ajis02-1551	209	17	limited	limited	ADJ
ajis02-1551	209	18	number	number	NOUN
ajis02-1551	209	19	of	of	ADP
ajis02-1551	209	20	events	event	NOUN
ajis02-1551	209	21	.	.	PUNCT
ajis02-1551	210	1	3.2.2	3.2.2	NUM
ajis02-1551	210	2	par	par	NOUN
ajis02-1551	210	3	amet	amet	NOUN
ajis02-1551	210	4	er	er	INTJ
ajis02-1551	210	5	det	det	PROPN
ajis02-1551	210	6	ai	ai	VERB
ajis02-1551	210	7	ls	ls	PROPN
ajis02-1551	210	8	unlike	unlike	ADP
ajis02-1551	210	9	the	the	DET
ajis02-1551	210	10	textual	textual	ADJ
ajis02-1551	210	11	lid	lid	NOUN
ajis02-1551	210	12	event	event	NOUN
ajis02-1551	210	13	sequences	sequence	NOUN
ajis02-1551	210	14	,	,	PUNCT
ajis02-1551	210	15	the	the	DET
ajis02-1551	210	16	honeybee	honeybee	NOUN
ajis02-1551	210	17	dancing	dancing	NOUN
ajis02-1551	210	18	events	event	NOUN
ajis02-1551	210	19	have	have	VERB
ajis02-1551	210	20	uniform	uniform	PROPN
ajis02-1551	210	21	t	t	PROPN
ajis02-1551	210	22	ime	ime	PROPN
ajis02-1551	210	23	intervals	interval	NOUN
ajis02-1551	210	24	,	,	PUNCT
ajis02-1551	210	25	therefore	therefore	ADV
ajis02-1551	210	26	a	a	DET
ajis02-1551	210	27	fixed	fix	VERB
ajis02-1551	210	28	number	number	NOUN
ajis02-1551	210	29	of	of	ADP
ajis02-1551	210	30	events	event	NOUN
ajis02-1551	210	31	are	be	AUX
ajis02-1551	210	32	selected	select	VERB
ajis02-1551	210	33	with	with	ADP
ajis02-1551	210	34	a	a	DET
ajis02-1551	210	35	fixedwidth	fixedwidth	ADJ
ajis02-1551	210	36	sliding	slide	VERB
ajis02-1551	210	37	window	window	NOUN
ajis02-1551	210	38	.	.	PUNCT
ajis02-1551	211	1	the	the	DET
ajis02-1551	211	2	behavioural	behavioural	ADJ
ajis02-1551	211	3	label	label	NOUN
ajis02-1551	211	4	of	of	ADP
ajis02-1551	211	5	an	an	DET
ajis02-1551	211	6	event	event	NOUN
ajis02-1551	211	7	group	group	NOUN
ajis02-1551	211	8	is	be	AUX
ajis02-1551	211	9	determined	determine	VERB
ajis02-1551	211	10	by	by	ADP
ajis02-1551	211	11	the	the	DET
ajis02-1551	211	12	majority	majority	NOUN
ajis02-1551	211	13	of	of	ADP
ajis02-1551	211	14	the	the	DET
ajis02-1551	211	15	ground	ground	NOUN
ajis02-1551	211	16	t	t	PROPN
ajis02-1551	211	17	ruth	ruth	NOUN
ajis02-1551	211	18	within	within	ADP
ajis02-1551	211	19	that	that	DET
ajis02-1551	211	20	window	window	NOUN
ajis02-1551	211	21	.	.	PUNCT
ajis02-1551	212	1	in	in	ADP
ajis02-1551	212	2	order	order	NOUN
ajis02-1551	212	3	to	to	PART
ajis02-1551	212	4	obtain	obtain	VERB
ajis02-1551	212	5	an	an	DET
ajis02-1551	212	6	opt	opt	NOUN
ajis02-1551	212	7	imised	imise	VERB
ajis02-1551	212	8	model	model	NOUN
ajis02-1551	212	9	reflect	reflect	VERB
ajis02-1551	212	10	ing	e	VERB
ajis02-1551	212	11	the	the	DET
ajis02-1551	212	12	inherent	inherent	ADJ
ajis02-1551	212	13	t	t	PROPN
ajis02-1551	212	14	ruth	ruth	PROPN
ajis02-1551	212	15	within	within	ADP
ajis02-1551	212	16	the	the	DET
ajis02-1551	212	17	honey	honey	NOUN
ajis02-1551	212	18	bee	bee	NOUN
ajis02-1551	212	19	dancing	dance	VERB
ajis02-1551	212	20	mot	mot	NOUN
ajis02-1551	212	21	ion	ion	NOUN
ajis02-1551	212	22	data	datum	NOUN
ajis02-1551	212	23	,	,	PUNCT
ajis02-1551	212	24	a	a	DET
ajis02-1551	212	25	series	series	NOUN
ajis02-1551	212	26	of	of	ADP
ajis02-1551	212	27	t	t	PROPN
ajis02-1551	212	28	raining	rain	VERB
ajis02-1551	212	29	processes	process	NOUN
ajis02-1551	212	30	were	be	AUX
ajis02-1551	212	31	executed	execute	VERB
ajis02-1551	212	32	with	with	ADP
ajis02-1551	212	33	various	various	ADJ
ajis02-1551	212	34	australasian	australasian	ADJ
ajis02-1551	212	35	journal	journal	NOUN
ajis02-1551	212	36	of	of	ADP
ajis02-1551	212	37	information	information	NOUN
ajis02-1551	212	38	systems	systems	PROPN
ajis02-1551	212	39	sun	sun	PROPN
ajis02-1551	212	40	&	&	CCONJ
ajis02-1551	212	41	stirling	stirling	PROPN
ajis02-1551	212	42	2017	2017	NUM
ajis02-1551	212	43	,	,	PUNCT
ajis02-1551	212	44	vol	vol	NOUN
ajis02-1551	212	45	21	21	NUM
ajis02-1551	212	46	,	,	PUNCT
ajis02-1551	212	47	selected	select	VERB
ajis02-1551	212	48	papers	paper	NOUN
ajis02-1551	212	49	from	from	ADP
ajis02-1551	212	50	ausdm	ausdm	PROPN
ajis02-1551	212	51	event	event	NOUN
ajis02-1551	212	52	group	group	NOUN
ajis02-1551	212	53	based	base	VERB
ajis02-1551	212	54	classification	classification	NOUN
ajis02-1551	212	55	framework	framework	NOUN
ajis02-1551	212	56	10	10	NUM
ajis02-1551	212	57	the	the	DET
ajis02-1551	212	58	actual	actual	ADJ
ajis02-1551	212	59	xon	xon	PROPN
ajis02-1551	212	60	tree	tree	NOUN
ajis02-1551	212	61	models	model	NOUN
ajis02-1551	212	62	in	in	ADP
ajis02-1551	212	63	table	table	NOUN
ajis02-1551	212	64	1	1	NUM
ajis02-1551	212	65	are	be	AUX
ajis02-1551	212	66	too	too	ADV
ajis02-1551	212	67	large	large	ADJ
ajis02-1551	212	68	to	to	PART
ajis02-1551	212	69	be	be	AUX
ajis02-1551	212	70	included	include	VERB
ajis02-1551	212	71	in	in	ADP
ajis02-1551	212	72	this	this	DET
ajis02-1551	212	73	paper	paper	NOUN
ajis02-1551	212	74	.	.	PUNCT
ajis02-1551	213	1	figure	figure	NOUN
ajis02-1551	213	2	6	6	NUM
ajis02-1551	213	3	illustrates	illustrate	VERB
ajis02-1551	213	4	a	a	DET
ajis02-1551	213	5	number	number	NOUN
ajis02-1551	213	6	of	of	ADP
ajis02-1551	213	7	the	the	DET
ajis02-1551	213	8	classification	classification	NOUN
ajis02-1551	213	9	results	result	NOUN
ajis02-1551	213	10	where	where	SCONJ
ajis02-1551	213	11	three	three	NUM
ajis02-1551	213	12	sections	section	NOUN
ajis02-1551	213	13	of	of	ADP
ajis02-1551	213	14	texts	text	NOUN
ajis02-1551	213	15	and	and	CCONJ
ajis02-1551	213	16	their	their	PRON
ajis02-1551	213	17	classification	classification	NOUN
ajis02-1551	213	18	results	result	NOUN
ajis02-1551	213	19	are	be	AUX
ajis02-1551	213	20	visually	visually	ADV
ajis02-1551	213	21	presented	present	VERB
ajis02-1551	213	22	.	.	PUNCT
ajis02-1551	214	1	in	in	ADP
ajis02-1551	214	2	figure	figure	NOUN
ajis02-1551	214	3	6	6	NUM
ajis02-1551	214	4	,	,	PUNCT
ajis02-1551	214	5	the	the	DET
ajis02-1551	214	6	english	english	PROPN
ajis02-1551	214	7	,	,	PUNCT
ajis02-1551	214	8	italian	italian	ADJ
ajis02-1551	214	9	and	and	CCONJ
ajis02-1551	214	10	dutch	dutch	PROPN
ajis02-1551	214	11	are	be	AUX
ajis02-1551	214	12	printed	print	VERB
ajis02-1551	214	13	in	in	ADP
ajis02-1551	214	14	blue	blue	ADJ
ajis02-1551	214	15	,	,	PUNCT
ajis02-1551	214	16	red	red	ADJ
ajis02-1551	214	17	and	and	CCONJ
ajis02-1551	214	18	green	green	ADJ
ajis02-1551	214	19	fonts	font	NOUN
ajis02-1551	214	20	.	.	PUNCT
ajis02-1551	215	1	if	if	SCONJ
ajis02-1551	215	2	a	a	DET
ajis02-1551	215	3	word	word	NOUN
ajis02-1551	215	4	is	be	AUX
ajis02-1551	215	5	mis	mi	NOUN
ajis02-1551	215	6	-	-	ADJ
ajis02-1551	215	7	classified	classified	ADJ
ajis02-1551	215	8	,	,	PUNCT
ajis02-1551	215	9	the	the	DET
ajis02-1551	215	10	background	background	NOUN
ajis02-1551	215	11	colour	colour	NOUN
ajis02-1551	215	12	of	of	ADP
ajis02-1551	215	13	that	that	DET
ajis02-1551	215	14	word	word	NOUN
ajis02-1551	215	15	changes	change	VERB
ajis02-1551	215	16	to	to	ADP
ajis02-1551	215	17	the	the	DET
ajis02-1551	215	18	colour	colour	NOUN
ajis02-1551	215	19	of	of	ADP
ajis02-1551	215	20	the	the	DET
ajis02-1551	215	21	wrong	wrong	ADJ
ajis02-1551	215	22	decision	decision	NOUN
ajis02-1551	215	23	accordingly	accordingly	ADV
ajis02-1551	215	24	.	.	PUNCT
ajis02-1551	216	1	further	far	ADV
ajis02-1551	216	2	,	,	PUNCT
ajis02-1551	216	3	when	when	SCONJ
ajis02-1551	216	4	an	an	DET
ajis02-1551	216	5	unknown	unknown	ADJ
ajis02-1551	216	6	identification	identification	NOUN
ajis02-1551	216	7	is	be	AUX
ajis02-1551	216	8	made	make	VERB
ajis02-1551	216	9	,	,	PUNCT
ajis02-1551	216	10	the	the	DET
ajis02-1551	216	11	word	word	NOUN
ajis02-1551	216	12	is	be	AUX
ajis02-1551	216	13	presented	present	VERB
ajis02-1551	216	14	in	in	ADP
ajis02-1551	216	15	black	black	ADJ
ajis02-1551	216	16	.	.	PUNCT
ajis02-1551	217	1	4.2	4.2	NUM
ajis02-1551	217	2	honeybee	honeybee	NOUN
ajis02-1551	217	3	dancing	dance	VERB
ajis02-1551	217	4	behaviour	behaviour	NOUN
ajis02-1551	217	5	classification	classification	NOUN
ajis02-1551	217	6	in	in	ADP
ajis02-1551	217	7	this	this	DET
ajis02-1551	217	8	task	task	NOUN
ajis02-1551	217	9	,	,	PUNCT
ajis02-1551	217	10	classification	classification	NOUN
ajis02-1551	217	11	on	on	ADP
ajis02-1551	217	12	genuine	genuine	ADJ
ajis02-1551	217	13	,	,	PUNCT
ajis02-1551	217	14	real	real	ADV
ajis02-1551	217	15	-	-	PUNCT
ajis02-1551	217	16	valued	value	VERB
ajis02-1551	217	17	time	time	NOUN
ajis02-1551	217	18	series	series	PROPN
ajis02-1551	217	19	data	data	PROPN
ajis02-1551	217	20	is	be	AUX
ajis02-1551	217	21	involved	involve	VERB
ajis02-1551	217	22	.	.	PUNCT
ajis02-1551	218	1	the	the	DET
ajis02-1551	218	2	honey	honey	NOUN
ajis02-1551	218	3	bee	bee	PROPN
ajis02-1551	218	4	dancing	dance	VERB
ajis02-1551	218	5	dataset	dataset	NOUN
ajis02-1551	218	6	(	(	PUNCT
ajis02-1551	218	7	oh	oh	INTJ
ajis02-1551	218	8	et	et	PROPN
ajis02-1551	218	9	al	al	PROPN
ajis02-1551	218	10	.	.	PROPN
ajis02-1551	218	11	2008	2008	NUM
ajis02-1551	218	12	)	)	PUNCT
ajis02-1551	218	13	includes	include	VERB
ajis02-1551	218	14	six	six	NUM
ajis02-1551	218	15	videos	video	NOUN
ajis02-1551	218	16	of	of	ADP
ajis02-1551	218	17	honeybee	honeybee	NOUN
ajis02-1551	218	18	dancing	dancing	NOUN
ajis02-1551	218	19	,	,	PUNCT
ajis02-1551	218	20	where	where	SCONJ
ajis02-1551	218	21	the	the	DET
ajis02-1551	218	22	trajectory	trajectory	NOUN
ajis02-1551	218	23	of	of	ADP
ajis02-1551	218	24	a	a	DET
ajis02-1551	218	25	signalling	signal	VERB
ajis02-1551	218	26	bee	bee	NOUN
ajis02-1551	218	27	is	be	AUX
ajis02-1551	218	28	automatically	automatically	ADV
ajis02-1551	218	29	tracked	track	VERB
ajis02-1551	218	30	and	and	CCONJ
ajis02-1551	218	31	converted	convert	VERB
ajis02-1551	218	32	into	into	ADP
ajis02-1551	218	33	quantitative	quantitative	ADJ
ajis02-1551	218	34	sequential	sequential	ADJ
ajis02-1551	218	35	motion	motion	NOUN
ajis02-1551	218	36	data	datum	NOUN
ajis02-1551	218	37	,	,	PUNCT
ajis02-1551	218	38	including	include	VERB
ajis02-1551	218	39	sequences	sequence	NOUN
ajis02-1551	218	40	of	of	ADP
ajis02-1551	218	41	position	position	NOUN
ajis02-1551	218	42	(	(	PUNCT
ajis02-1551	218	43	x	x	X
ajis02-1551	218	44	and	and	CCONJ
ajis02-1551	218	45	y	y	NOUN
ajis02-1551	218	46	)	)	PUNCT
ajis02-1551	218	47	and	and	CCONJ
ajis02-1551	218	48	the	the	DET
ajis02-1551	218	49	head	head	NOUN
ajis02-1551	218	50	angle	angle	NOUN
ajis02-1551	218	51	of	of	ADP
ajis02-1551	218	52	the	the	DET
ajis02-1551	218	53	bee	bee	NOUN
ajis02-1551	218	54	.	.	PUNCT
ajis02-1551	219	1	this	this	DET
ajis02-1551	219	2	dataset	dataset	NOUN
ajis02-1551	219	3	contains	contain	VERB
ajis02-1551	219	4	ground	ground	NOUN
ajis02-1551	219	5	truth	truth	NOUN
ajis02-1551	219	6	labels	label	NOUN
ajis02-1551	219	7	of	of	ADP
ajis02-1551	219	8	all	all	DET
ajis02-1551	219	9	data	datum	NOUN
ajis02-1551	219	10	records	record	NOUN
ajis02-1551	219	11	according	accord	VERB
ajis02-1551	219	12	to	to	ADP
ajis02-1551	219	13	which	which	DET
ajis02-1551	219	14	behaviour	behaviour	NOUN
ajis02-1551	219	15	of	of	ADP
ajis02-1551	219	16	three	three	NUM
ajis02-1551	219	17	possible	possible	ADJ
ajis02-1551	219	18	behavioural	behavioural	ADJ
ajis02-1551	219	19	patterns	pattern	NOUN
ajis02-1551	219	20	it	it	PRON
ajis02-1551	219	21	contains	contain	VERB
ajis02-1551	219	22	:	:	PUNCT
ajis02-1551	219	23	waggle	waggle	NOUN
ajis02-1551	219	24	,	,	PUNCT
ajis02-1551	219	25	right	right	ADJ
ajis02-1551	219	26	-	-	PUNCT
ajis02-1551	219	27	turn	turn	NOUN
ajis02-1551	219	28	or	or	CCONJ
ajis02-1551	219	29	left	left	ADJ
ajis02-1551	219	30	-	-	PUNCT
ajis02-1551	219	31	turn	turn	NOUN
ajis02-1551	219	32	.	.	PUNCT
ajis02-1551	220	1	a	a	DET
ajis02-1551	220	2	number	number	NOUN
ajis02-1551	220	3	of	of	ADP
ajis02-1551	220	4	researchers	researcher	NOUN
ajis02-1551	220	5	have	have	AUX
ajis02-1551	220	6	previously	previously	ADV
ajis02-1551	220	7	attempted	attempt	VERB
ajis02-1551	220	8	to	to	PART
ajis02-1551	220	9	classify	classify	VERB
ajis02-1551	220	10	the	the	DET
ajis02-1551	220	11	type	type	NOUN
ajis02-1551	220	12	of	of	ADP
ajis02-1551	220	13	dancing	dancing	NOUN
ajis02-1551	220	14	behaviour	behaviour	NOUN
ajis02-1551	220	15	based	base	VERB
ajis02-1551	220	16	on	on	ADP
ajis02-1551	220	17	these	these	DET
ajis02-1551	220	18	motion	motion	NOUN
ajis02-1551	220	19	features	feature	NOUN
ajis02-1551	220	20	,	,	PUNCT
ajis02-1551	220	21	using	use	VERB
ajis02-1551	220	22	extended	extended	ADJ
ajis02-1551	220	23	hmm	hmm	NOUN
ajis02-1551	220	24	,	,	PUNCT
ajis02-1551	220	25	segmentation	segmentation	NOUN
ajis02-1551	220	26	(	(	PUNCT
ajis02-1551	220	27	fox	fox	PROPN
ajis02-1551	220	28	et	et	PROPN
ajis02-1551	220	29	al	al	PROPN
ajis02-1551	220	30	.	.	PROPN
ajis02-1551	220	31	2008	2008	NUM
ajis02-1551	220	32	)	)	PUNCT
ajis02-1551	220	33	and	and	CCONJ
ajis02-1551	220	34	clustering	cluster	VERB
ajis02-1551	220	35	methods	method	NOUN
ajis02-1551	220	36	(	(	PUNCT
ajis02-1551	220	37	zhou	zhou	X
ajis02-1551	220	38	et	et	PROPN
ajis02-1551	220	39	al	al	PROPN
ajis02-1551	220	40	.	.	PROPN
ajis02-1551	220	41	2013	2013	NUM
ajis02-1551	220	42	)	)	PUNCT
ajis02-1551	220	43	.	.	PUNCT
ajis02-1551	221	1	in	in	ADP
ajis02-1551	221	2	this	this	DET
ajis02-1551	221	3	section	section	NOUN
ajis02-1551	221	4	,	,	PUNCT
ajis02-1551	221	5	the	the	DET
ajis02-1551	221	6	same	same	ADJ
ajis02-1551	221	7	classification	classification	NOUN
ajis02-1551	221	8	task	task	NOUN
ajis02-1551	221	9	is	be	AUX
ajis02-1551	221	10	performed	perform	VERB
ajis02-1551	221	11	to	to	PART
ajis02-1551	221	12	show	show	VERB
ajis02-1551	221	13	how	how	SCONJ
ajis02-1551	221	14	our	our	PRON
ajis02-1551	221	15	event	event	NOUN
ajis02-1551	221	16	based	base	VERB
ajis02-1551	221	17	decision	decision	NOUN
ajis02-1551	221	18	tree	tree	NOUN
ajis02-1551	221	19	method	method	NOUN
ajis02-1551	221	20	performs	perform	VERB
ajis02-1551	221	21	on	on	ADP
ajis02-1551	221	22	this	this	DET
ajis02-1551	221	23	same	same	ADJ
ajis02-1551	221	24	dataset	dataset	NOUN
ajis02-1551	221	25	.	.	PUNCT
ajis02-1551	222	1	4.2.1	4.2.1	NUM
ajis02-1551	222	2	data	datum	NOUN
ajis02-1551	222	3	pre	pre	ADJ
ajis02-1551	222	4	-	-	NOUN
ajis02-1551	222	5	processing	process	VERB
ajis02-1551	222	6	in	in	ADP
ajis02-1551	222	7	order	order	NOUN
ajis02-1551	222	8	to	to	PART
ajis02-1551	222	9	transform	transform	VERB
ajis02-1551	222	10	the	the	DET
ajis02-1551	222	11	real	real	ADV
ajis02-1551	222	12	-	-	PUNCT
ajis02-1551	222	13	valued	value	VERB
ajis02-1551	222	14	motion	motion	NOUN
ajis02-1551	222	15	data	datum	NOUN
ajis02-1551	222	16	into	into	ADP
ajis02-1551	222	17	nominal	nominal	ADJ
ajis02-1551	222	18	events	event	NOUN
ajis02-1551	222	19	,	,	PUNCT
ajis02-1551	222	20	we	we	PRON
ajis02-1551	222	21	define	define	VERB
ajis02-1551	222	22	patterns	pattern	NOUN
ajis02-1551	222	23	of	of	ADP
ajis02-1551	222	24	movements	movement	NOUN
ajis02-1551	222	25	and	and	CCONJ
ajis02-1551	222	26	consequential	consequential	ADJ
ajis02-1551	222	27	movements	movement	NOUN
ajis02-1551	222	28	at	at	ADP
ajis02-1551	222	29	any	any	DET
ajis02-1551	222	30	given	give	VERB
ajis02-1551	222	31	time	time	NOUN
ajis02-1551	222	32	point	point	NOUN
ajis02-1551	222	33	t	t	PROPN
ajis02-1551	222	34	as	as	ADP
ajis02-1551	222	35	the	the	DET
ajis02-1551	222	36	event	event	NOUN
ajis02-1551	222	37	for	for	ADP
ajis02-1551	222	38	describing	describe	VERB
ajis02-1551	222	39	the	the	DET
ajis02-1551	222	40	dancing	dancing	NOUN
ajis02-1551	222	41	behaviours	behaviour	NOUN
ajis02-1551	222	42	.	.	PUNCT
ajis02-1551	223	1	for	for	ADP
ajis02-1551	223	2	example	example	NOUN
ajis02-1551	223	3	,	,	PUNCT
ajis02-1551	223	4	it	it	PRON
ajis02-1551	223	5	is	be	AUX
ajis02-1551	223	6	safe	safe	ADJ
ajis02-1551	223	7	to	to	PART
ajis02-1551	223	8	assume	assume	VERB
ajis02-1551	223	9	when	when	SCONJ
ajis02-1551	223	10	the	the	DET
ajis02-1551	223	11	behaviour	behaviour	NOUN
ajis02-1551	223	12	is	be	AUX
ajis02-1551	223	13	left	leave	VERB
ajis02-1551	223	14	-	-	PUNCT
ajis02-1551	223	15	turn	turn	NOUN
ajis02-1551	223	16	,	,	PUNCT
ajis02-1551	223	17	the	the	DET
ajis02-1551	223	18	bee	bee	NOUN
ajis02-1551	223	19	’s	’s	PART
ajis02-1551	223	20	position	position	NOUN
ajis02-1551	223	21	moves	move	NOUN
ajis02-1551	223	22	towards	towards	ADP
ajis02-1551	223	23	the	the	DET
ajis02-1551	223	24	left	left	ADJ
ajis02-1551	223	25	relative	relative	NOUN
ajis02-1551	223	26	to	to	ADP
ajis02-1551	223	27	the	the	DET
ajis02-1551	223	28	previous	previous	ADJ
ajis02-1551	223	29	trajectory	trajectory	NOUN
ajis02-1551	223	30	.	.	PUNCT
ajis02-1551	224	1	for	for	ADP
ajis02-1551	224	2	the	the	DET
ajis02-1551	224	3	waggle	waggle	NOUN
ajis02-1551	224	4	behaviour	behaviour	NOUN
ajis02-1551	224	5	,	,	PUNCT
ajis02-1551	224	6	the	the	DET
ajis02-1551	224	7	bee	bee	NOUN
ajis02-1551	224	8	may	may	AUX
ajis02-1551	224	9	move	move	VERB
ajis02-1551	224	10	both	both	PRON
ajis02-1551	224	11	left	leave	VERB
ajis02-1551	224	12	and	and	CCONJ
ajis02-1551	224	13	right	right	ADJ
ajis02-1551	224	14	in	in	ADP
ajis02-1551	224	15	an	an	DET
ajis02-1551	224	16	alternating	alternating	NOUN
ajis02-1551	224	17	manner	manner	NOUN
ajis02-1551	224	18	.	.	PUNCT
ajis02-1551	225	1	therefore	therefore	ADV
ajis02-1551	225	2	,	,	PUNCT
ajis02-1551	225	3	the	the	DET
ajis02-1551	225	4	basic	basic	ADJ
ajis02-1551	225	5	movement	movement	NOUN
ajis02-1551	225	6	patterns	pattern	NOUN
ajis02-1551	225	7	for	for	ADP
ajis02-1551	225	8	this	this	DET
ajis02-1551	225	9	task	task	NOUN
ajis02-1551	225	10	are	be	AUX
ajis02-1551	225	11	closely	closely	ADV
ajis02-1551	225	12	associated	associate	VERB
ajis02-1551	225	13	with	with	ADP
ajis02-1551	225	14	the	the	DET
ajis02-1551	225	15	directions	direction	NOUN
ajis02-1551	225	16	of	of	ADP
ajis02-1551	225	17	movements	movement	NOUN
ajis02-1551	225	18	.	.	PUNCT
ajis02-1551	226	1	the	the	DET
ajis02-1551	226	2	sequences	sequence	NOUN
ajis02-1551	226	3	of	of	ADP
ajis02-1551	226	4	raw	raw	ADJ
ajis02-1551	226	5	positions	position	NOUN
ajis02-1551	226	6	and	and	CCONJ
ajis02-1551	226	7	head	head	NOUN
ajis02-1551	226	8	angles	angle	NOUN
ajis02-1551	226	9	are	be	AUX
ajis02-1551	226	10	transformed	transform	VERB
ajis02-1551	226	11	into	into	ADP
ajis02-1551	226	12	the	the	DET
ajis02-1551	226	13	following	follow	VERB
ajis02-1551	226	14	six	six	NUM
ajis02-1551	226	15	features	feature	NOUN
ajis02-1551	226	16	:	:	PUNCT
ajis02-1551	226	17			X
ajis02-1551	226	18	x	x	X
ajis02-1551	226	19	-	-	PUNCT
ajis02-1551	226	20	off	off	ADV
ajis02-1551	226	21	:	:	PUNCT
ajis02-1551	226	22	the	the	DET
ajis02-1551	226	23	x	x	SYM
ajis02-1551	226	24	offset	offset	NOUN
ajis02-1551	226	25	of	of	ADP
ajis02-1551	226	26	current	current	ADJ
ajis02-1551	226	27	position	position	NOUN
ajis02-1551	226	28	relative	relative	ADJ
ajis02-1551	226	29	to	to	ADP
ajis02-1551	226	30	the	the	DET
ajis02-1551	226	31	previous	previous	ADJ
ajis02-1551	226	32	frame	frame	NOUN
ajis02-1551	226	33	.	.	PUNCT
ajis02-1551	227	1			X
ajis02-1551	228	1	y	y	PROPN
ajis02-1551	228	2	-	-	PUNCT
ajis02-1551	228	3	off	off	ADP
ajis02-1551	228	4	:	:	PUNCT
ajis02-1551	228	5	the	the	DET
ajis02-1551	228	6	y	y	PROPN
ajis02-1551	228	7	offset	offset	NOUN
ajis02-1551	228	8	of	of	ADP
ajis02-1551	228	9	current	current	ADJ
ajis02-1551	228	10	position	position	NOUN
ajis02-1551	228	11	relative	relative	ADJ
ajis02-1551	228	12	to	to	ADP
ajis02-1551	228	13	the	the	DET
ajis02-1551	228	14	previous	previous	ADJ
ajis02-1551	228	15	frame	frame	NOUN
ajis02-1551	228	16	.	.	PUNCT
ajis02-1551	229	1			PROPN
ajis02-1551	229	2	cosang	cosang	PROPN
ajis02-1551	229	3	:	:	PUNCT
ajis02-1551	229	4	cosine	cosine	NOUN
ajis02-1551	229	5	of	of	ADP
ajis02-1551	229	6	the	the	DET
ajis02-1551	229	7	head	head	NOUN
ajis02-1551	229	8	angle	angle	NOUN
ajis02-1551	229	9	.	.	PUNCT
ajis02-1551	229	10	
 	
 	SPACE
ajis02-1551	229	11			NOUN
ajis02-1551	229	12	sinang	sinang	PROPN
ajis02-1551	229	13	:	:	PUNCT
ajis02-1551	229	14	sine	sine	NOUN
ajis02-1551	229	15	of	of	ADP
ajis02-1551	229	16	the	the	DET
ajis02-1551	229	17	head	head	NOUN
ajis02-1551	229	18	angle	angle	NOUN
ajis02-1551	229	19	.	.	PUNCT
ajis02-1551	229	20	
 	
 	SPACE
ajis02-1551	229	21			NOUN
ajis02-1551	229	22	angdiff	angdiff	NOUN
ajis02-1551	229	23	:	:	PUNCT
ajis02-1551	229	24	the	the	DET
ajis02-1551	229	25	difference	difference	NOUN
ajis02-1551	229	26	between	between	ADP
ajis02-1551	229	27	head	head	NOUN
ajis02-1551	229	28	angle	angle	NOUN
ajis02-1551	229	29	and	and	CCONJ
ajis02-1551	229	30	previous	previous	ADJ
ajis02-1551	229	31	trajectory	trajectory	NOUN
ajis02-1551	229	32	.	.	PUNCT
ajis02-1551	230	1			NOUN
ajis02-1551	230	2	dist	dist	NOUN
ajis02-1551	230	3	:	:	PUNCT
ajis02-1551	230	4	the	the	DET
ajis02-1551	230	5	distance	distance	NOUN
ajis02-1551	230	6	the	the	DET
ajis02-1551	230	7	bee	bee	NOUN
ajis02-1551	230	8	travels	travel	VERB
ajis02-1551	230	9	since	since	SCONJ
ajis02-1551	230	10	last	last	ADJ
ajis02-1551	230	11	frame	frame	NOUN
ajis02-1551	230	12	.	.	PUNCT
ajis02-1551	231	1	in	in	ADP
ajis02-1551	231	2	the	the	DET
ajis02-1551	231	3	above	above	ADJ
ajis02-1551	231	4	list	list	NOUN
ajis02-1551	231	5	,	,	PUNCT
ajis02-1551	231	6	the	the	DET
ajis02-1551	231	7	cosang	cosang	PROPN
ajis02-1551	231	8	and	and	CCONJ
ajis02-1551	231	9	sinang	sinang	PROPN
ajis02-1551	231	10	features	feature	NOUN
ajis02-1551	231	11	can	can	AUX
ajis02-1551	231	12	be	be	AUX
ajis02-1551	231	13	considered	consider	VERB
ajis02-1551	231	14	as	as	ADP
ajis02-1551	231	15	an	an	DET
ajis02-1551	231	16	estimation	estimation	NOUN
ajis02-1551	231	17	of	of	ADP
ajis02-1551	231	18	the	the	DET
ajis02-1551	231	19	xoff	xoff	NOUN
ajis02-1551	231	20	and	and	CCONJ
ajis02-1551	231	21	y	y	PROPN
ajis02-1551	231	22	-	-	PUNCT
ajis02-1551	231	23	off	off	NOUN
ajis02-1551	231	24	for	for	ADP
ajis02-1551	231	25	the	the	DET
ajis02-1551	231	26	following	following	ADJ
ajis02-1551	231	27	moment	moment	NOUN
ajis02-1551	231	28	,	,	PUNCT
ajis02-1551	231	29	if	if	SCONJ
ajis02-1551	231	30	the	the	DET
ajis02-1551	231	31	bee	bee	NOUN
ajis02-1551	231	32	maintains	maintain	VERB
ajis02-1551	231	33	its	its	PRON
ajis02-1551	231	34	current	current	ADJ
ajis02-1551	231	35	heading	heading	NOUN
ajis02-1551	231	36	direction	direction	NOUN
ajis02-1551	231	37	and	and	CCONJ
ajis02-1551	231	38	speed	speed	NOUN
ajis02-1551	231	39	.	.	PUNCT
ajis02-1551	232	1	the	the	DET
ajis02-1551	232	2	angdiff	angdiff	NOUN
ajis02-1551	232	3	indicates	indicate	VERB
ajis02-1551	232	4	the	the	DET
ajis02-1551	232	5	difference	difference	NOUN
ajis02-1551	232	6	between	between	ADP
ajis02-1551	232	7	the	the	DET
ajis02-1551	232	8	current	current	ADJ
ajis02-1551	232	9	heading	heading	NOUN
ajis02-1551	232	10	and	and	CCONJ
ajis02-1551	232	11	that	that	PRON
ajis02-1551	232	12	of	of	ADP
ajis02-1551	232	13	the	the	DET
ajis02-1551	232	14	previous	previous	ADJ
ajis02-1551	232	15	movement	movement	NOUN
ajis02-1551	232	16	.	.	PUNCT
ajis02-1551	233	1	from	from	ADP
ajis02-1551	233	2	every	every	DET
ajis02-1551	233	3	frame	frame	NOUN
ajis02-1551	233	4	,	,	PUNCT
ajis02-1551	233	5	a	a	DET
ajis02-1551	233	6	vector	vector	NOUN
ajis02-1551	233	7	of	of	ADP
ajis02-1551	233	8	all	all	DET
ajis02-1551	233	9	six	six	NUM
ajis02-1551	233	10	features	feature	NOUN
ajis02-1551	233	11	is	be	AUX
ajis02-1551	233	12	viewed	view	VERB
ajis02-1551	233	13	as	as	ADP
ajis02-1551	233	14	a	a	DET
ajis02-1551	233	15	unique	unique	ADJ
ajis02-1551	233	16	motion	motion	NOUN
ajis02-1551	233	17	status	status	NOUN
ajis02-1551	233	18	of	of	ADP
ajis02-1551	233	19	the	the	DET
ajis02-1551	233	20	dancing	dancing	NOUN
ajis02-1551	233	21	bee	bee	NOUN
ajis02-1551	233	22	,	,	PUNCT
ajis02-1551	233	23	and	and	CCONJ
ajis02-1551	233	24	every	every	DET
ajis02-1551	233	25	status	status	NOUN
ajis02-1551	233	26	contains	contain	VERB
ajis02-1551	233	27	information	information	NOUN
ajis02-1551	233	28	derived	derive	VERB
ajis02-1551	233	29	from	from	ADP
ajis02-1551	233	30	both	both	CCONJ
ajis02-1551	233	31	the	the	DET
ajis02-1551	233	32	current	current	ADJ
ajis02-1551	233	33	and	and	CCONJ
ajis02-1551	233	34	previous	previous	ADJ
ajis02-1551	233	35	frame	frame	NOUN
ajis02-1551	233	36	.	.	PUNCT
ajis02-1551	233	37	
 	
 	SPACE
ajis02-1551	234	1	if	if	SCONJ
ajis02-1551	234	2	every	every	DET
ajis02-1551	234	3	such	such	ADJ
ajis02-1551	234	4	motion	motion	NOUN
ajis02-1551	234	5	status	status	NOUN
ajis02-1551	234	6	is	be	AUX
ajis02-1551	234	7	treated	treat	VERB
ajis02-1551	234	8	as	as	ADP
ajis02-1551	234	9	a	a	DET
ajis02-1551	234	10	nominal	nominal	ADJ
ajis02-1551	234	11	event	event	NOUN
ajis02-1551	234	12	,	,	PUNCT
ajis02-1551	234	13	there	there	PRON
ajis02-1551	234	14	will	will	AUX
ajis02-1551	234	15	be	be	AUX
ajis02-1551	234	16	a	a	DET
ajis02-1551	234	17	massive	massive	ADJ
ajis02-1551	234	18	number	number	NOUN
ajis02-1551	234	19	of	of	ADP
ajis02-1551	234	20	events	event	NOUN
ajis02-1551	234	21	.	.	PUNCT
ajis02-1551	235	1	the	the	DET
ajis02-1551	235	2	curse	curse	NOUN
ajis02-1551	235	3	of	of	ADP
ajis02-1551	235	4	dimensionality	dimensionality	NOUN
ajis02-1551	235	5	will	will	AUX
ajis02-1551	235	6	affect	affect	VERB
ajis02-1551	235	7	our	our	PRON
ajis02-1551	235	8	decision	decision	NOUN
ajis02-1551	235	9	tree	tree	NOUN
ajis02-1551	235	10	algorithm	algorithm	NOUN
ajis02-1551	235	11	that	that	PRON
ajis02-1551	235	12	would	would	AUX
ajis02-1551	235	13	seek	seek	VERB
ajis02-1551	235	14	to	to	PART
ajis02-1551	235	15	find	find	VERB
ajis02-1551	235	16	the	the	DET
ajis02-1551	235	17	optimised	optimise	VERB
ajis02-1551	235	18	combinations	combination	NOUN
ajis02-1551	235	19	.	.	PUNCT
ajis02-1551	236	1	the	the	DET
ajis02-1551	236	2	feature	feature	NOUN
ajis02-1551	236	3	vectors	vector	NOUN
ajis02-1551	236	4	are	be	AUX
ajis02-1551	236	5	therefore	therefore	ADV
ajis02-1551	236	6	pre	pre	ADJ
ajis02-1551	236	7	-	-	ADJ
ajis02-1551	236	8	clustered	clustered	ADJ
ajis02-1551	236	9	using	use	VERB
ajis02-1551	236	10	a	a	DET
ajis02-1551	236	11	minimum	minimum	ADJ
ajis02-1551	236	12	message	message	NOUN
ajis02-1551	236	13	length	length	NOUN
ajis02-1551	236	14	(	(	PUNCT
ajis02-1551	236	15	mml	mml	NOUN
ajis02-1551	236	16	)	)	PUNCT
ajis02-1551	236	17	algorithm	algorithm	NOUN
ajis02-1551	236	18	(	(	PUNCT
ajis02-1551	236	19	wallace	wallace	PROPN
ajis02-1551	236	20	&	&	CCONJ
ajis02-1551	236	21	boulton	boulton	PROPN
ajis02-1551	236	22	1968	1968	NUM
ajis02-1551	236	23	)	)	PUNCT
ajis02-1551	236	24	.	.	PUNCT
ajis02-1551	237	1	subsequently	subsequently	ADV
ajis02-1551	237	2	,	,	PUNCT
ajis02-1551	237	3	each	each	DET
ajis02-1551	237	4	cluster	cluster	NOUN
ajis02-1551	237	5	is	be	AUX
ajis02-1551	237	6	treated	treat	VERB
ajis02-1551	237	7	as	as	ADP
ajis02-1551	237	8	an	an	DET
ajis02-1551	237	9	event	event	NOUN
ajis02-1551	237	10	representing	represent	VERB
ajis02-1551	237	11	a	a	DET
ajis02-1551	237	12	series	series	NOUN
ajis02-1551	237	13	of	of	ADP
ajis02-1551	237	14	similar	similar	ADJ
ajis02-1551	237	15	motion	motion	NOUN
ajis02-1551	237	16	states	state	NOUN
ajis02-1551	237	17	.	.	PUNCT
ajis02-1551	238	1	the	the	DET
ajis02-1551	238	2	mml	mml	PROPN
ajis02-1551	238	3	clustering	clustering	NOUN
ajis02-1551	238	4	also	also	ADV
ajis02-1551	238	5	reduces	reduce	VERB
ajis02-1551	238	6	the	the	DET
ajis02-1551	238	7	six	six	NUM
ajis02-1551	238	8	-	-	PUNCT
ajis02-1551	238	9	dimensional	dimensional	ADJ
ajis02-1551	238	10	feature	feature	NOUN
ajis02-1551	238	11	sequences	sequence	NOUN
ajis02-1551	238	12	into	into	ADP
ajis02-1551	238	13	a	a	DET
ajis02-1551	238	14	single	single	ADJ
ajis02-1551	238	15	dimensional	dimensional	ADJ
ajis02-1551	238	16	event	event	NOUN
ajis02-1551	238	17	sequence	sequence	NOUN
ajis02-1551	238	18	with	with	ADP
ajis02-1551	238	19	a	a	DET
ajis02-1551	238	20	limited	limited	ADJ
ajis02-1551	238	21	number	number	NOUN
ajis02-1551	238	22	of	of	ADP
ajis02-1551	238	23	events	event	NOUN
ajis02-1551	238	24	.	.	PUNCT
ajis02-1551	239	1	4.2.2	4.2.2	NUM
ajis02-1551	239	2	parameter	parameter	NOUN
ajis02-1551	239	3	details	detail	NOUN
ajis02-1551	239	4	unlike	unlike	ADP
ajis02-1551	239	5	the	the	DET
ajis02-1551	239	6	textual	textual	ADJ
ajis02-1551	239	7	lid	lid	NOUN
ajis02-1551	239	8	event	event	NOUN
ajis02-1551	239	9	sequences	sequence	NOUN
ajis02-1551	239	10	,	,	PUNCT
ajis02-1551	239	11	the	the	DET
ajis02-1551	239	12	honeybee	honeybee	NOUN
ajis02-1551	239	13	dancing	dancing	NOUN
ajis02-1551	239	14	events	event	NOUN
ajis02-1551	239	15	have	have	VERB
ajis02-1551	239	16	uniform	uniform	ADJ
ajis02-1551	239	17	time	time	NOUN
ajis02-1551	239	18	intervals	interval	NOUN
ajis02-1551	239	19	,	,	PUNCT
ajis02-1551	239	20	therefore	therefore	ADV
ajis02-1551	239	21	a	a	DET
ajis02-1551	239	22	fixed	fix	VERB
ajis02-1551	239	23	number	number	NOUN
ajis02-1551	239	24	of	of	ADP
ajis02-1551	239	25	events	event	NOUN
ajis02-1551	239	26	are	be	AUX
ajis02-1551	239	27	selected	select	VERB
ajis02-1551	239	28	with	with	ADP
ajis02-1551	239	29	a	a	DET
ajis02-1551	239	30	fixed	fix	VERB
ajis02-1551	239	31	-	-	PUNCT
ajis02-1551	239	32	width	width	NOUN
ajis02-1551	239	33	
	
	SPACE
ajis02-1551	239	34	sliding	slide	VERB
ajis02-1551	239	35	window	window	NOUN
ajis02-1551	239	36	.	.	PUNCT
ajis02-1551	240	1	the	the	DET
ajis02-1551	240	2	behavioural	behavioural	ADJ
ajis02-1551	240	3	label	label	NOUN
ajis02-1551	240	4	of	of	ADP
ajis02-1551	240	5	an	an	DET
ajis02-1551	240	6	event	event	NOUN
ajis02-1551	240	7	group	group	NOUN
ajis02-1551	240	8	is	be	AUX
ajis02-1551	240	9	determined	determine	VERB
ajis02-1551	240	10	by	by	ADP
ajis02-1551	240	11	the	the	DET
ajis02-1551	240	12	majority	majority	NOUN
ajis02-1551	240	13	of	of	ADP
ajis02-1551	240	14	the	the	DET
ajis02-1551	240	15	ground	ground	NOUN
ajis02-1551	240	16	truth	truth	NOUN
ajis02-1551	240	17	australasian	australasian	ADJ
ajis02-1551	240	18	journal	journal	NOUN
ajis02-1551	240	19	of	of	ADP
ajis02-1551	240	20	information	information	NOUN
ajis02-1551	240	21	systems	systems	PROPN
ajis02-1551	240	22	sun	sun	PROPN
ajis02-1551	240	23	&	&	CCONJ
ajis02-1551	240	24	stirling	stirling	PROPN
ajis02-1551	240	25	2017	2017	NUM
ajis02-1551	240	26	,	,	PUNCT
ajis02-1551	240	27	vol	vol	NOUN
ajis02-1551	240	28	21	21	NUM
ajis02-1551	240	29	,	,	PUNCT
ajis02-1551	240	30	selected	select	VERB
ajis02-1551	240	31	papers	paper	NOUN
ajis02-1551	240	32	from	from	ADP
ajis02-1551	240	33	ausdm	ausdm	PROPN
ajis02-1551	240	34	event	event	NOUN
ajis02-1551	240	35	group	group	NOUN
ajis02-1551	240	36	based	base	VERB
ajis02-1551	240	37	classification	classification	NOUN
ajis02-1551	240	38	framework	framework	NOUN
ajis02-1551	240	39	11	11	NUM
ajis02-1551	240	40	within	within	ADP
ajis02-1551	240	41	that	that	DET
ajis02-1551	240	42	window	window	NOUN
ajis02-1551	240	43	.	.	PUNCT
ajis02-1551	241	1	in	in	ADP
ajis02-1551	241	2	order	order	NOUN
ajis02-1551	241	3	to	to	PART
ajis02-1551	241	4	obtain	obtain	VERB
ajis02-1551	241	5	an	an	DET
ajis02-1551	241	6	optimised	optimise	VERB
ajis02-1551	241	7	model	model	NOUN
ajis02-1551	241	8	reflecting	reflect	VERB
ajis02-1551	241	9	the	the	DET
ajis02-1551	241	10	inherent	inherent	ADJ
ajis02-1551	241	11	truth	truth	NOUN
ajis02-1551	241	12	within	within	ADP
ajis02-1551	241	13	the	the	DET
ajis02-1551	241	14	honey	honey	NOUN
ajis02-1551	241	15	bee	bee	NOUN
ajis02-1551	241	16	dancing	dance	VERB
ajis02-1551	241	17	motion	motion	NOUN
ajis02-1551	241	18	data	datum	NOUN
ajis02-1551	241	19	,	,	PUNCT
ajis02-1551	241	20	a	a	DET
ajis02-1551	241	21	series	series	NOUN
ajis02-1551	241	22	of	of	ADP
ajis02-1551	241	23	training	training	NOUN
ajis02-1551	241	24	processes	process	NOUN
ajis02-1551	241	25	were	be	AUX
ajis02-1551	241	26	executed	execute	VERB
ajis02-1551	241	27	with	with	ADP
ajis02-1551	241	28	various	various	ADJ
ajis02-1551	241	29	parameters	parameter	NOUN
ajis02-1551	241	30	,	,	PUNCT
ajis02-1551	241	31	such	such	ADJ
ajis02-1551	241	32	as	as	ADP
ajis02-1551	241	33	different	different	ADJ
ajis02-1551	241	34	initialisations	initialisation	NOUN
ajis02-1551	241	35	,	,	PUNCT
ajis02-1551	241	36	training	training	NOUN
ajis02-1551	241	37	datasets	dataset	NOUN
ajis02-1551	241	38	,	,	PUNCT
ajis02-1551	241	39	numbers	number	NOUN
ajis02-1551	241	40	of	of	ADP
ajis02-1551	241	41	mml	mml	NOUN
ajis02-1551	241	42	clusters	cluster	NOUN
ajis02-1551	241	43	,	,	PUNCT
ajis02-1551	241	44	sliding	slide	VERB
ajis02-1551	241	45	window	window	NOUN
ajis02-1551	241	46	sizes	size	NOUN
ajis02-1551	241	47	and	and	CCONJ
ajis02-1551	241	48	the	the	DET
ajis02-1551	241	49	minimum	minimum	NOUN
ajis02-1551	241	50	case	case	NOUN
ajis02-1551	241	51	numbers	number	NOUN
ajis02-1551	241	52	required	require	VERB
ajis02-1551	241	53	before	before	ADP
ajis02-1551	241	54	splitting	split	VERB
ajis02-1551	241	55	a	a	DET
ajis02-1551	241	56	node	node	NOUN
ajis02-1551	241	57	.	.	PUNCT
ajis02-1551	242	1	the	the	DET
ajis02-1551	242	2	parameters	parameter	NOUN
ajis02-1551	242	3	used	use	VERB
ajis02-1551	242	4	in	in	ADP
ajis02-1551	242	5	this	this	DET
ajis02-1551	242	6	experiment	experiment	NOUN
ajis02-1551	242	7	are	be	AUX
ajis02-1551	242	8	listed	list	VERB
ajis02-1551	242	9	below	below	ADV
ajis02-1551	242	10	:	:	PUNCT
ajis02-1551	242	11			PRON
ajis02-1551	242	12	number	number	NOUN
ajis02-1551	242	13	of	of	ADP
ajis02-1551	242	14	mml	mml	PROPN
ajis02-1551	242	15	clusters	cluster	NOUN
ajis02-1551	242	16	:	:	PUNCT
ajis02-1551	242	17	this	this	DET
ajis02-1551	242	18	parameter	parameter	NOUN
ajis02-1551	242	19	was	be	AUX
ajis02-1551	242	20	pre	pre	ADJ
ajis02-1551	242	21	-	-	ADJ
ajis02-1551	242	22	set	set	ADJ
ajis02-1551	242	23	to	to	PART
ajis02-1551	242	24	be	be	AUX
ajis02-1551	242	25	8	8	NUM
ajis02-1551	242	26	,	,	PUNCT
ajis02-1551	242	27	10	10	NUM
ajis02-1551	242	28	or	or	CCONJ
ajis02-1551	242	29	12	12	NUM
ajis02-1551	242	30	clusters	cluster	NOUN
ajis02-1551	242	31	.	.	PUNCT
ajis02-1551	243	1			PRON
ajis02-1551	243	2	sliding	slide	VERB
ajis02-1551	243	3	window	window	NOUN
ajis02-1551	243	4	size	size	NOUN
ajis02-1551	243	5	(	(	PUNCT
ajis02-1551	243	6	winsize	winsize	NOUN
ajis02-1551	243	7	):	):	PUNCT
ajis02-1551	243	8	5,7,9,11	5,7,9,11	NUM
ajis02-1551	243	9	.	.	PUNCT
ajis02-1551	244	1	these	these	PRON
ajis02-1551	244	2	are	be	AUX
ajis02-1551	244	3	also	also	ADV
ajis02-1551	244	4	the	the	DET
ajis02-1551	244	5	sizes	size	NOUN
ajis02-1551	244	6	of	of	ADP
ajis02-1551	244	7	event	event	NOUN
ajis02-1551	244	8	groups	group	NOUN
ajis02-1551	244	9	,	,	PUNCT
ajis02-1551	244	10	i.e.	i.e.	X
ajis02-1551	244	11	the	the	DET
ajis02-1551	244	12	number	number	NOUN
ajis02-1551	244	13	of	of	ADP
ajis02-1551	244	14	continuous	continuous	ADJ
ajis02-1551	244	15	video	video	NOUN
ajis02-1551	244	16	frames	frame	NOUN
ajis02-1551	244	17	used	use	VERB
ajis02-1551	244	18	for	for	ADP
ajis02-1551	244	19	classifying	classify	VERB
ajis02-1551	244	20	a	a	DET
ajis02-1551	244	21	behaviour	behaviour	NOUN
ajis02-1551	244	22	.	.	PUNCT
ajis02-1551	245	1	only	only	ADV
ajis02-1551	245	2	an	an	DET
ajis02-1551	245	3	odd	odd	ADJ
ajis02-1551	245	4	number	number	NOUN
ajis02-1551	245	5	of	of	ADP
ajis02-1551	245	6	events	event	NOUN
ajis02-1551	245	7	are	be	AUX
ajis02-1551	245	8	used	use	VERB
ajis02-1551	245	9	for	for	ADP
ajis02-1551	245	10	simple	simple	ADJ
ajis02-1551	245	11	majority	majority	NOUN
ajis02-1551	245	12	labelling	labelling	NOUN
ajis02-1551	245	13	.	.	PUNCT
ajis02-1551	246	1			X
ajis02-1551	246	2	xon	xon	PROPN
ajis02-1551	246	3	seed	seed	NOUN
ajis02-1551	246	4	:	:	PUNCT
ajis02-1551	246	5	100	100	NUM
ajis02-1551	246	6	,	,	PUNCT
ajis02-1551	246	7	200	200	NUM
ajis02-1551	246	8	,	,	PUNCT
ajis02-1551	246	9	300	300	NUM
ajis02-1551	246	10	,	,	PUNCT
ajis02-1551	246	11	400	400	NUM
ajis02-1551	246	12	.	.	PUNCT
ajis02-1551	247	1	this	this	DET
ajis02-1551	247	2	seed	seed	NOUN
ajis02-1551	247	3	controls	control	VERB
ajis02-1551	247	4	all	all	DET
ajis02-1551	247	5	random	random	ADJ
ajis02-1551	247	6	functions	function	NOUN
ajis02-1551	247	7	in	in	ADP
ajis02-1551	247	8	the	the	DET
ajis02-1551	247	9	xon	xon	PROPN
ajis02-1551	247	10	training	training	NOUN
ajis02-1551	247	11	procedure	procedure	NOUN
ajis02-1551	247	12	,	,	PUNCT
ajis02-1551	247	13	such	such	ADJ
ajis02-1551	247	14	as	as	ADP
ajis02-1551	247	15	initialisation	initialisation	NOUN
ajis02-1551	247	16	,	,	PUNCT
ajis02-1551	247	17	dataset	dataset	NOUN
ajis02-1551	247	18	division	division	NOUN
ajis02-1551	247	19	etc	etc	X
ajis02-1551	247	20	.	.	X
ajis02-1551	247	21			NOUN
ajis02-1551	247	22	training	training	NOUN
ajis02-1551	247	23	ratio	ratio	NOUN
ajis02-1551	247	24	:	:	PUNCT
ajis02-1551	247	25	70	70	NUM
ajis02-1551	247	26	%	%	NOUN
ajis02-1551	247	27	of	of	ADP
ajis02-1551	247	28	the	the	DET
ajis02-1551	247	29	sequential	sequential	ADJ
ajis02-1551	247	30	data	datum	NOUN
ajis02-1551	247	31	are	be	AUX
ajis02-1551	247	32	used	use	VERB
ajis02-1551	247	33	for	for	ADP
ajis02-1551	247	34	training	training	NOUN
ajis02-1551	247	35	process	process	NOUN
ajis02-1551	247	36	and	and	CCONJ
ajis02-1551	247	37	the	the	DET
ajis02-1551	247	38	rest	rest	NOUN
ajis02-1551	247	39	are	be	AUX
ajis02-1551	247	40	for	for	ADP
ajis02-1551	247	41	testing	testing	NOUN
ajis02-1551	247	42	purpose	purpose	NOUN
ajis02-1551	247	43	.	.	PUNCT
ajis02-1551	248	1	because	because	SCONJ
ajis02-1551	248	2	the	the	DET
ajis02-1551	248	3	continuity	continuity	NOUN
ajis02-1551	248	4	is	be	AUX
ajis02-1551	248	5	important	important	ADJ
ajis02-1551	248	6	in	in	ADP
ajis02-1551	248	7	the	the	DET
ajis02-1551	248	8	time	time	NOUN
ajis02-1551	248	9	series	series	PROPN
ajis02-1551	248	10	data	data	PROPN
ajis02-1551	248	11	,	,	PUNCT
ajis02-1551	248	12	the	the	DET
ajis02-1551	248	13	testing	testing	NOUN
ajis02-1551	248	14	data	datum	NOUN
ajis02-1551	248	15	is	be	AUX
ajis02-1551	248	16	always	always	ADV
ajis02-1551	248	17	sourced	source	VERB
ajis02-1551	248	18	from	from	ADP
ajis02-1551	248	19	a	a	DET
ajis02-1551	248	20	continuous	continuous	ADJ
ajis02-1551	248	21	section	section	NOUN
ajis02-1551	248	22	of	of	ADP
ajis02-1551	248	23	the	the	DET
ajis02-1551	248	24	sequence	sequence	NOUN
ajis02-1551	248	25	.	.	PUNCT
ajis02-1551	249	1			X
ajis02-1551	250	1	maximum	maximum	ADJ
ajis02-1551	250	2	x	x	X
ajis02-1551	250	3	(	(	PUNCT
ajis02-1551	250	4	max	max	PROPN
ajis02-1551	250	5	-	-	PUNCT
ajis02-1551	250	6	x	x	PROPN
ajis02-1551	250	7	):	):	PUNCT
ajis02-1551	250	8	varies	vary	VERB
ajis02-1551	250	9	from	from	ADP
ajis02-1551	250	10	the	the	DET
ajis02-1551	250	11	number	number	NOUN
ajis02-1551	250	12	four	four	NUM
ajis02-1551	250	13	(	(	PUNCT
ajis02-1551	250	14	4	4	NUM
ajis02-1551	250	15	)	)	PUNCT
ajis02-1551	250	16	up	up	ADP
ajis02-1551	250	17	to	to	ADP
ajis02-1551	250	18	the	the	DET
ajis02-1551	250	19	number	number	NOUN
ajis02-1551	250	20	(	(	PUNCT
ajis02-1551	250	21	winsize-1	winsize-1	NOUN
ajis02-1551	250	22	)	)	PUNCT
ajis02-1551	250	23	.	.	PUNCT
ajis02-1551	251	1	because	because	SCONJ
ajis02-1551	251	2	the	the	DET
ajis02-1551	251	3	event	event	NOUN
ajis02-1551	251	4	group	group	NOUN
ajis02-1551	251	5	size	size	NOUN
ajis02-1551	251	6	is	be	AUX
ajis02-1551	251	7	winsize	winsize	NOUN
ajis02-1551	251	8	,	,	PUNCT
ajis02-1551	251	9	any	any	PRON
ajis02-1551	251	10	x	x	SYM
ajis02-1551	251	11	greater	great	ADJ
ajis02-1551	251	12	than	than	ADP
ajis02-1551	251	13	winsize	winsize	NOUN
ajis02-1551	251	14	is	be	AUX
ajis02-1551	251	15	meaningless	meaningless	ADJ
ajis02-1551	251	16	,	,	PUNCT
ajis02-1551	251	17	therefore	therefore	ADV
ajis02-1551	251	18	the	the	DET
ajis02-1551	251	19	maximum	maximum	ADJ
ajis02-1551	251	20	integer	integer	NOUN
ajis02-1551	251	21	in	in	ADP
ajis02-1551	251	22	the	the	DET
ajis02-1551	251	23	x	x	PRON
ajis02-1551	251	24	part	part	NOUN
ajis02-1551	251	25	is	be	AUX
ajis02-1551	251	26	limited	limit	VERB
ajis02-1551	251	27	by	by	ADP
ajis02-1551	251	28	the	the	DET
ajis02-1551	251	29	number	number	NOUN
ajis02-1551	251	30	(	(	PUNCT
ajis02-1551	251	31	winsize	winsize	VERB
ajis02-1551	251	32	-1	-1	PUNCT
ajis02-1551	251	33	)	)	PUNCT
ajis02-1551	251	34	.	.	PUNCT
ajis02-1551	252	1			NOUN
ajis02-1551	252	2	minimum	minimum	ADJ
ajis02-1551	252	3	case	case	NOUN
ajis02-1551	252	4	number	number	NOUN
ajis02-1551	252	5	for	for	ADP
ajis02-1551	252	6	splitting	split	VERB
ajis02-1551	252	7	a	a	DET
ajis02-1551	252	8	node	node	NOUN
ajis02-1551	252	9	(	(	PUNCT
ajis02-1551	252	10	mincase	mincase	NOUN
ajis02-1551	252	11	):	):	PUNCT
ajis02-1551	252	12	2,5,8,10,15,20,40,70	2,5,8,10,15,20,40,70	X
ajis02-1551	252	13	.	.	PUNCT
ajis02-1551	253	1	these	these	PRON
ajis02-1551	253	2	are	be	AUX
ajis02-1551	253	3	traditional	traditional	ADJ
ajis02-1551	253	4	parameter	parameter	NOUN
ajis02-1551	253	5	values	value	NOUN
ajis02-1551	253	6	used	use	VERB
ajis02-1551	253	7	in	in	ADP
ajis02-1551	253	8	many	many	ADJ
ajis02-1551	253	9	decision	decision	NOUN
ajis02-1551	253	10	trees	tree	NOUN
ajis02-1551	253	11	,	,	PUNCT
ajis02-1551	253	12	and	and	CCONJ
ajis02-1551	253	13	indicates	indicate	VERB
ajis02-1551	253	14	the	the	DET
ajis02-1551	253	15	minimum	minimum	ADJ
ajis02-1551	253	16	size	size	NOUN
ajis02-1551	253	17	of	of	ADP
ajis02-1551	253	18	data	datum	NOUN
ajis02-1551	253	19	before	before	SCONJ
ajis02-1551	253	20	a	a	DET
ajis02-1551	253	21	node	node	NOUN
ajis02-1551	253	22	can	can	AUX
ajis02-1551	253	23	be	be	AUX
ajis02-1551	253	24	further	far	ADV
ajis02-1551	253	25	split	split	VERB
ajis02-1551	253	26	,	,	PUNCT
ajis02-1551	253	27	to	to	PART
ajis02-1551	253	28	extend	extend	VERB
ajis02-1551	253	29	the	the	DET
ajis02-1551	253	30	model	model	NOUN
ajis02-1551	253	31	.	.	PUNCT
ajis02-1551	254	1	4.2.3	4.2.3	NUM
ajis02-1551	254	2	model	model	NOUN
ajis02-1551	254	3	selection	selection	NOUN
ajis02-1551	254	4	the	the	DET
ajis02-1551	254	5	training	training	NOUN
ajis02-1551	254	6	process	process	NOUN
ajis02-1551	254	7	of	of	ADP
ajis02-1551	254	8	the	the	DET
ajis02-1551	254	9	xon	xon	PROPN
ajis02-1551	254	10	algorithm	algorithm	PROPN
ajis02-1551	254	11	exhaustively	exhaustively	ADV
ajis02-1551	254	12	uses	use	VERB
ajis02-1551	254	13	all	all	DET
ajis02-1551	254	14	parameters	parameter	NOUN
ajis02-1551	254	15	listed	list	VERB
ajis02-1551	254	16	in	in	ADP
ajis02-1551	254	17	previous	previous	ADJ
ajis02-1551	254	18	section	section	NOUN
ajis02-1551	254	19	,	,	PUNCT
ajis02-1551	254	20	and	and	CCONJ
ajis02-1551	254	21	the	the	DET
ajis02-1551	254	22	models	model	NOUN
ajis02-1551	254	23	are	be	AUX
ajis02-1551	254	24	evaluated	evaluate	VERB
ajis02-1551	254	25	on	on	ADP
ajis02-1551	254	26	all	all	DET
ajis02-1551	254	27	three	three	NUM
ajis02-1551	254	28	datasets	dataset	NOUN
ajis02-1551	254	29	(	(	PUNCT
ajis02-1551	254	30	training	training	NOUN
ajis02-1551	254	31	,	,	PUNCT
ajis02-1551	254	32	testing	testing	NOUN
ajis02-1551	254	33	and	and	CCONJ
ajis02-1551	254	34	whole	whole	ADJ
ajis02-1551	254	35	)	)	PUNCT
ajis02-1551	254	36	for	for	ADP
ajis02-1551	254	37	error	error	NOUN
ajis02-1551	254	38	rates	rate	NOUN
ajis02-1551	254	39	.	.	PUNCT
ajis02-1551	254	40	
 	
 	SPACE
ajis02-1551	255	1	i	i	PROPN
ajis02-1551	255	2	d	d	PROPN
ajis02-1551	255	3	cno	cno	PROPN
ajis02-1551	255	4	seed	seed	NOUN
ajis02-1551	255	5	winsize	winsize	VERB
ajis02-1551	255	6	max	max	PROPN
ajis02-1551	255	7	-	-	PUNCT
ajis02-1551	255	8	x	x	SYM
ajis02-1551	255	9	mincas	mincas	PROPN
ajis02-1551	255	10	e	e	NOUN
ajis02-1551	255	11	slideacc	slideacc	NOUN
ajis02-1551	255	12	u	u	PRON
ajis02-1551	255	13	errdiff	errdiff	NOUN
ajis02-1551	255	14	1	1	NUM
ajis02-1551	255	15	12	12	NUM
ajis02-1551	255	16	400	400	NUM
ajis02-1551	255	17	11	11	NUM
ajis02-1551	255	18	5	5	NUM
ajis02-1551	255	19	15	15	NUM
ajis02-1551	255	20	85.3	85.3	NUM
ajis02-1551	255	21	%	%	NOUN
ajis02-1551	255	22	0.4	0.4	NUM
ajis02-1551	255	23	%	%	NOUN
ajis02-1551	255	24	2	2	NUM
ajis02-1551	255	25	8	8	NUM
ajis02-1551	255	26	300	300	NUM
ajis02-1551	255	27	11	11	NUM
ajis02-1551	255	28	8	8	NUM
ajis02-1551	255	29	5	5	NUM
ajis02-1551	255	30	93.0	93.0	NUM
ajis02-1551	255	31	%	%	NOUN
ajis02-1551	255	32	0.7	0.7	NUM
ajis02-1551	255	33	%	%	NOUN
ajis02-1551	255	34	3	3	NUM
ajis02-1551	255	35	8	8	NUM
ajis02-1551	255	36	100	100	NUM
ajis02-1551	255	37	9	9	NUM
ajis02-1551	255	38	7	7	NUM
ajis02-1551	255	39	20	20	NUM
ajis02-1551	255	40	87.04	87.04	NUM
ajis02-1551	255	41	%	%	NOUN
ajis02-1551	255	42	9.5	9.5	NUM
ajis02-1551	255	43	%	%	NOUN
ajis02-1551	255	44	4	4	NUM
ajis02-1551	255	45	14	14	NUM
ajis02-1551	255	46	400	400	NUM
ajis02-1551	255	47	11	11	NUM
ajis02-1551	255	48	5	5	NUM
ajis02-1551	255	49	10	10	NUM
ajis02-1551	255	50	90.62	90.62	NUM
ajis02-1551	255	51	%	%	NOUN
ajis02-1551	255	52	7.7	7.7	NUM
ajis02-1551	255	53	%	%	NOUN
ajis02-1551	255	54	5	5	NUM
ajis02-1551	255	55	16	16	NUM
ajis02-1551	255	56	200	200	NUM
ajis02-1551	255	57	11	11	NUM
ajis02-1551	255	58	8	8	NUM
ajis02-1551	255	59	15	15	NUM
ajis02-1551	255	60	88.92	88.92	NUM
ajis02-1551	255	61	%	%	NOUN
ajis02-1551	255	62	11.5	11.5	NUM
ajis02-1551	255	63	%	%	NOUN
ajis02-1551	255	64	6	6	NUM
ajis02-1551	255	65	14	14	NUM
ajis02-1551	255	66	200	200	NUM
ajis02-1551	255	67	9	9	NUM
ajis02-1551	255	68	5	5	NUM
ajis02-1551	255	69	15	15	NUM
ajis02-1551	255	70	88.17	88.17	NUM
ajis02-1551	255	71	%	%	NOUN
ajis02-1551	255	72	12.1	12.1	NUM
ajis02-1551	255	73	%	%	NOUN
ajis02-1551	255	74	table	table	NOUN
ajis02-1551	255	75	2	2	NUM
ajis02-1551	255	76	:	:	PUNCT
ajis02-1551	255	77	selected	select	VERB
ajis02-1551	255	78	models	model	NOUN
ajis02-1551	255	79	and	and	CCONJ
ajis02-1551	255	80	sliding	slide	VERB
ajis02-1551	255	81	prediction	prediction	NOUN
ajis02-1551	255	82	accuracy	accuracy	NOUN
ajis02-1551	255	83	.	.	PUNCT
ajis02-1551	256	1	the	the	DET
ajis02-1551	256	2	classification	classification	NOUN
ajis02-1551	256	3	error	error	NOUN
ajis02-1551	256	4	rates	rate	NOUN
ajis02-1551	256	5	are	be	AUX
ajis02-1551	256	6	calculated	calculate	VERB
ajis02-1551	256	7	through	through	ADP
ajis02-1551	256	8	two	two	NUM
ajis02-1551	256	9	techniques	technique	NOUN
ajis02-1551	256	10	:	:	PUNCT
ajis02-1551	256	11	a	a	DET
ajis02-1551	256	12	raw	raw	ADJ
ajis02-1551	256	13	prediction	prediction	NOUN
ajis02-1551	256	14	error	error	NOUN
ajis02-1551	256	15	rate	rate	NOUN
ajis02-1551	256	16	and	and	CCONJ
ajis02-1551	256	17	a	a	DET
ajis02-1551	256	18	sliding	slide	VERB
ajis02-1551	256	19	prediction	prediction	NOUN
ajis02-1551	256	20	error	error	NOUN
ajis02-1551	256	21	rate	rate	NOUN
ajis02-1551	256	22	.	.	PUNCT
ajis02-1551	257	1	the	the	DET
ajis02-1551	257	2	raw	raw	ADJ
ajis02-1551	257	3	error	error	NOUN
ajis02-1551	257	4	rate	rate	NOUN
ajis02-1551	257	5	is	be	AUX
ajis02-1551	257	6	the	the	DET
ajis02-1551	257	7	case	case	NOUN
ajis02-1551	257	8	by	by	ADP
ajis02-1551	257	9	case	case	NOUN
ajis02-1551	257	10	error	error	NOUN
ajis02-1551	257	11	rate	rate	NOUN
ajis02-1551	257	12	showing	show	VERB
ajis02-1551	257	13	the	the	DET
ajis02-1551	257	14	accuracy	accuracy	NOUN
ajis02-1551	257	15	of	of	ADP
ajis02-1551	257	16	event	event	NOUN
ajis02-1551	257	17	group	group	NOUN
ajis02-1551	257	18	classification	classification	NOUN
ajis02-1551	257	19	.	.	PUNCT
ajis02-1551	258	1	however	however	ADV
ajis02-1551	258	2	,	,	PUNCT
ajis02-1551	258	3	because	because	SCONJ
ajis02-1551	258	4	each	each	DET
ajis02-1551	258	5	frame	frame	NOUN
ajis02-1551	258	6	of	of	ADP
ajis02-1551	258	7	data	datum	NOUN
ajis02-1551	258	8	is	be	AUX
ajis02-1551	258	9	contained	contain	VERB
ajis02-1551	258	10	in	in	ADP
ajis02-1551	258	11	multiple	multiple	ADJ
ajis02-1551	258	12	event	event	NOUN
ajis02-1551	258	13	groups	group	NOUN
ajis02-1551	258	14	,	,	PUNCT
ajis02-1551	258	15	the	the	DET
ajis02-1551	258	16	classification	classification	NOUN
ajis02-1551	258	17	on	on	ADP
ajis02-1551	258	18	a	a	DET
ajis02-1551	258	19	single	single	ADJ
ajis02-1551	258	20	frame	frame	NOUN
ajis02-1551	258	21	should	should	AUX
ajis02-1551	258	22	also	also	ADV
ajis02-1551	258	23	be	be	AUX
ajis02-1551	258	24	further	far	ADV
ajis02-1551	258	25	determined	determine	VERB
ajis02-1551	258	26	using	use	VERB
ajis02-1551	258	27	the	the	DET
ajis02-1551	258	28	majority	majority	NOUN
ajis02-1551	258	29	of	of	ADP
ajis02-1551	258	30	classifications	classification	NOUN
ajis02-1551	258	31	it	it	PRON
ajis02-1551	258	32	receives	receive	VERB
ajis02-1551	258	33	as	as	ADP
ajis02-1551	258	34	the	the	DET
ajis02-1551	258	35	sliding	slide	VERB
ajis02-1551	258	36	window	window	NOUN
ajis02-1551	258	37	passes	pass	VERB
ajis02-1551	258	38	.	.	PUNCT
ajis02-1551	259	1	the	the	DET
ajis02-1551	259	2	sliding	slide	VERB
ajis02-1551	259	3	error	error	NOUN
ajis02-1551	259	4	rate	rate	NOUN
ajis02-1551	259	5	in	in	ADP
ajis02-1551	259	6	general	general	ADJ
ajis02-1551	259	7	is	be	AUX
ajis02-1551	259	8	about	about	ADV
ajis02-1551	259	9	5	5	NUM
ajis02-1551	259	10	-	-	SYM
ajis02-1551	259	11	10	10	NUM
ajis02-1551	259	12	%	%	NOUN
ajis02-1551	259	13	better	well	ADJ
ajis02-1551	259	14	than	than	ADP
ajis02-1551	259	15	the	the	DET
ajis02-1551	259	16	raw	raw	ADJ
ajis02-1551	259	17	prediction	prediction	NOUN
ajis02-1551	259	18	error	error	NOUN
ajis02-1551	259	19	rate	rate	NOUN
ajis02-1551	259	20	,	,	PUNCT
ajis02-1551	259	21	thus	thus	ADV
ajis02-1551	259	22	all	all	DET
ajis02-1551	259	23	error	error	NOUN
ajis02-1551	259	24	rates	rate	NOUN
ajis02-1551	259	25	or	or	CCONJ
ajis02-1551	259	26	accuracies	accuracy	NOUN
ajis02-1551	259	27	in	in	ADP
ajis02-1551	259	28	the	the	DET
ajis02-1551	259	29	rest	rest	NOUN
ajis02-1551	259	30	of	of	ADP
ajis02-1551	259	31	this	this	DET
ajis02-1551	259	32	section	section	NOUN
ajis02-1551	259	33	are	be	AUX
ajis02-1551	259	34	based	base	VERB
ajis02-1551	259	35	on	on	ADP
ajis02-1551	259	36	the	the	DET
ajis02-1551	259	37	sliding	slide	VERB
ajis02-1551	259	38	method	method	NOUN
ajis02-1551	259	39	.	.	PUNCT
ajis02-1551	260	1	in	in	ADP
ajis02-1551	260	2	most	most	ADJ
ajis02-1551	260	3	cases	case	NOUN
ajis02-1551	260	4	,	,	PUNCT
ajis02-1551	260	5	a	a	DET
ajis02-1551	260	6	fully	fully	ADV
ajis02-1551	260	7	grown	grow	VERB
ajis02-1551	260	8	decision	decision	NOUN
ajis02-1551	260	9	tree	tree	NOUN
ajis02-1551	260	10	model	model	NOUN
ajis02-1551	260	11	would	would	AUX
ajis02-1551	260	12	have	have	VERB
ajis02-1551	260	13	higher	high	ADJ
ajis02-1551	260	14	classification	classification	NOUN
ajis02-1551	260	15	accuracy	accuracy	NOUN
ajis02-1551	260	16	on	on	ADP
ajis02-1551	260	17	the	the	DET
ajis02-1551	260	18	training	training	NOUN
ajis02-1551	260	19	data	datum	NOUN
ajis02-1551	260	20	than	than	ADP
ajis02-1551	260	21	on	on	ADP
ajis02-1551	260	22	the	the	DET
ajis02-1551	260	23	testing	testing	NOUN
ajis02-1551	260	24	data	datum	NOUN
ajis02-1551	260	25	,	,	PUNCT
ajis02-1551	260	26	this	this	PRON
ajis02-1551	260	27	is	be	AUX
ajis02-1551	260	28	of	of	ADP
ajis02-1551	260	29	course	course	NOUN
ajis02-1551	260	30	a	a	DET
ajis02-1551	260	31	symptom	symptom	NOUN
ajis02-1551	260	32	of	of	ADP
ajis02-1551	260	33	over	over	ADP
ajis02-1551	260	34	training	training	NOUN
ajis02-1551	260	35	as	as	SCONJ
ajis02-1551	260	36	the	the	DET
ajis02-1551	260	37	model	model	NOUN
ajis02-1551	260	38	performs	perform	VERB
ajis02-1551	260	39	worse	bad	ADJ
ajis02-1551	260	40	on	on	ADP
ajis02-1551	260	41	previously	previously	ADV
ajis02-1551	260	42	unseen	unseen	ADJ
ajis02-1551	260	43	data	datum	NOUN
ajis02-1551	260	44	.	.	PUNCT
ajis02-1551	261	1	pruning	prune	VERB
ajis02-1551	261	2	with	with	ADP
ajis02-1551	261	3	larger	large	ADJ
ajis02-1551	261	4	values	value	NOUN
ajis02-1551	261	5	of	of	ADP
ajis02-1551	261	6	mincase	mincase	NOUN
ajis02-1551	261	7	normally	normally	ADV
ajis02-1551	261	8	reduces	reduce	VERB
ajis02-1551	261	9	this	this	DET
ajis02-1551	261	10	performance	performance	NOUN
ajis02-1551	261	11	difference	difference	NOUN
ajis02-1551	261	12	,	,	PUNCT
ajis02-1551	261	13	however	however	SCONJ
ajis02-1551	261	14	it	it	PRON
ajis02-1551	261	15	also	also	ADV
ajis02-1551	261	16	lowers	lower	VERB
ajis02-1551	261	17	the	the	DET
ajis02-1551	261	18	overall	overall	ADJ
ajis02-1551	261	19	accuracy	accuracy	NOUN
ajis02-1551	261	20	.	.	PUNCT
ajis02-1551	262	1	in	in	ADP
ajis02-1551	262	2	order	order	NOUN
ajis02-1551	262	3	to	to	PART
ajis02-1551	262	4	select	select	VERB
ajis02-1551	262	5	an	an	DET
ajis02-1551	262	6	optimised	optimise	VERB
ajis02-1551	262	7	tree	tree	NOUN
ajis02-1551	262	8	model	model	NOUN
ajis02-1551	262	9	from	from	ADP
ajis02-1551	262	10	all	all	DET
ajis02-1551	262	11	the	the	DET
ajis02-1551	262	12	trained	train	VERB
ajis02-1551	262	13	models	model	NOUN
ajis02-1551	262	14	,	,	PUNCT
ajis02-1551	262	15	the	the	DET
ajis02-1551	262	16	models	model	NOUN
ajis02-1551	262	17	are	be	AUX
ajis02-1551	262	18	ascendingly	ascendingly	ADV
ajis02-1551	262	19	sorted	sort	VERB
ajis02-1551	262	20	based	base	VERB
ajis02-1551	262	21	on	on	ADP
ajis02-1551	262	22	a	a	DET
ajis02-1551	262	23	score	score	NOUN
ajis02-1551	262	24	=	=	PUNCT
ajis02-1551	263	1	allerr	allerr	ADV
ajis02-1551	263	2	+	+	CCONJ
ajis02-1551	263	3	abs(trainerr	abs(trainerr	ADP
ajis02-1551	263	4	−	−	PROPN
ajis02-1551	263	5	testerr	testerr	NOUN
ajis02-1551	263	6	)	)	PUNCT
ajis02-1551	263	7	.	.	PUNCT
ajis02-1551	264	1	a	a	DET
ajis02-1551	264	2	good	good	ADJ
ajis02-1551	264	3	model	model	NOUN
ajis02-1551	264	4	is	be	AUX
ajis02-1551	264	5	expected	expect	VERB
ajis02-1551	264	6	to	to	PART
ajis02-1551	264	7	have	have	VERB
ajis02-1551	264	8	a	a	DET
ajis02-1551	264	9	low	low	ADJ
ajis02-1551	264	10	score	score	NOUN
ajis02-1551	264	11	indicating	indicate	VERB
ajis02-1551	264	12	that	that	SCONJ
ajis02-1551	264	13	both	both	CCONJ
ajis02-1551	264	14	the	the	DET
ajis02-1551	264	15	overall	overall	ADJ
ajis02-1551	264	16	error	error	NOUN
ajis02-1551	264	17	rate	rate	NOUN
ajis02-1551	264	18	and	and	CCONJ
ajis02-1551	264	19	the	the	DET
ajis02-1551	264	20	performance	performance	NOUN
ajis02-1551	264	21	difference	difference	NOUN
ajis02-1551	264	22	between	between	ADP
ajis02-1551	264	23	testing	testing	NOUN
ajis02-1551	264	24	and	and	CCONJ
ajis02-1551	264	25	training	training	NOUN
ajis02-1551	264	26	datasets	dataset	NOUN
ajis02-1551	264	27	are	be	AUX
ajis02-1551	264	28	low	low	ADJ
ajis02-1551	264	29	.	.	PUNCT
ajis02-1551	265	1	australasian	australasian	ADJ
ajis02-1551	265	2	journal	journal	NOUN
ajis02-1551	265	3	of	of	ADP
ajis02-1551	265	4	information	information	NOUN
ajis02-1551	265	5	systems	systems	PROPN
ajis02-1551	265	6	sun	sun	PROPN
ajis02-1551	265	7	&	&	CCONJ
ajis02-1551	265	8	stirling	stirling	PROPN
ajis02-1551	265	9	2017	2017	NUM
ajis02-1551	265	10	,	,	PUNCT
ajis02-1551	265	11	vol	vol	NOUN
ajis02-1551	265	12	21	21	NUM
ajis02-1551	265	13	,	,	PUNCT
ajis02-1551	265	14	selected	select	VERB
ajis02-1551	265	15	papers	paper	NOUN
ajis02-1551	265	16	from	from	ADP
ajis02-1551	265	17	ausdm	ausdm	PROPN
ajis02-1551	265	18	event	event	NOUN
ajis02-1551	265	19	group	group	NOUN
ajis02-1551	265	20	based	base	VERB
ajis02-1551	265	21	classification	classification	NOUN
ajis02-1551	265	22	framework	framework	NOUN
ajis02-1551	265	23	12	12	NUM
ajis02-1551	265	24	4.2.4	4.2.4	NUM
ajis02-1551	265	25	experimental	experimental	ADJ
ajis02-1551	265	26	results	result	NOUN
ajis02-1551	265	27	figure	figure	VERB
ajis02-1551	265	28	7	7	NUM
ajis02-1551	265	29	:	:	PUNCT
ajis02-1551	265	30	comparison	comparison	NOUN
ajis02-1551	265	31	with	with	ADP
ajis02-1551	265	32	classification	classification	NOUN
ajis02-1551	265	33	result	result	NOUN
ajis02-1551	265	34	from	from	ADP
ajis02-1551	265	35	other	other	ADJ
ajis02-1551	265	36	researches	research	NOUN
ajis02-1551	265	37	;	;	PUNCT
ajis02-1551	265	38	where	where	SCONJ
ajis02-1551	265	39	the	the	DET
ajis02-1551	265	40	motions	motion	NOUN
ajis02-1551	265	41	are	be	AUX
ajis02-1551	265	42	waggle	waggle	NOUN
ajis02-1551	265	43	(	(	PUNCT
ajis02-1551	265	44	green	green	NOUN
ajis02-1551	265	45	)	)	PUNCT
ajis02-1551	265	46	,	,	PUNCT
ajis02-1551	265	47	right	right	ADJ
ajis02-1551	265	48	-	-	PUNCT
ajis02-1551	265	49	turn	turn	NOUN
ajis02-1551	265	50	(	(	PUNCT
ajis02-1551	265	51	red	red	ADJ
ajis02-1551	265	52	)	)	PUNCT
ajis02-1551	265	53	,	,	PUNCT
ajis02-1551	265	54	left	leave	VERB
ajis02-1551	265	55	-	-	PUNCT
ajis02-1551	265	56	turn	turn	NOUN
ajis02-1551	265	57	(	(	PUNCT
ajis02-1551	265	58	blue	blue	ADJ
ajis02-1551	265	59	)	)	PUNCT
ajis02-1551	265	60	.	.	PUNCT
ajis02-1551	266	1	(	(	PUNCT
ajis02-1551	266	2	a	a	X
ajis02-1551	266	3	)	)	PUNCT
ajis02-1551	266	4	–	–	PUNCT
ajis02-1551	266	5	(	(	PUNCT
ajis02-1551	266	6	f	f	X
ajis02-1551	266	7	)	)	PUNCT
ajis02-1551	266	8	show	show	VERB
ajis02-1551	266	9	outcomes	outcome	NOUN
ajis02-1551	266	10	for	for	ADP
ajis02-1551	266	11	6	6	NUM
ajis02-1551	266	12	individual	individual	ADJ
ajis02-1551	266	13	honeybee	honeybee	NOUN
ajis02-1551	266	14	motion	motion	NOUN
ajis02-1551	266	15	sequences	sequence	NOUN
ajis02-1551	266	16	.	.	PUNCT
ajis02-1551	267	1	the	the	DET
ajis02-1551	267	2	exhaustive	exhaustive	ADJ
ajis02-1551	267	3	training	training	NOUN
ajis02-1551	267	4	process	process	NOUN
ajis02-1551	267	5	selects	select	VERB
ajis02-1551	267	6	the	the	DET
ajis02-1551	267	7	following	follow	VERB
ajis02-1551	267	8	model	model	NOUN
ajis02-1551	267	9	parameters	parameter	NOUN
ajis02-1551	267	10	for	for	ADP
ajis02-1551	267	11	classifying	classify	VERB
ajis02-1551	267	12	each	each	DET
ajis02-1551	267	13	honeybee	honeybee	NOUN
ajis02-1551	267	14	dancing	dancing	NOUN
ajis02-1551	267	15	data	datum	NOUN
ajis02-1551	267	16	as	as	SCONJ
ajis02-1551	267	17	shown	show	VERB
ajis02-1551	267	18	in	in	ADP
ajis02-1551	267	19	table	table	NOUN
ajis02-1551	267	20	2	2	NUM
ajis02-1551	267	21	.	.	PUNCT
ajis02-1551	267	22	
	
	SPACE
ajis02-1551	267	23	table	table	NOUN
ajis02-1551	267	24	2	2	NUM
ajis02-1551	267	25	illustrates	illustrate	VERB
ajis02-1551	267	26	that	that	SCONJ
ajis02-1551	267	27	the	the	DET
ajis02-1551	267	28	best	good	ADJ
ajis02-1551	267	29	fully	fully	ADV
ajis02-1551	267	30	grown	grow	VERB
ajis02-1551	267	31	xon	xon	PROPN
ajis02-1551	267	32	tree	tree	NOUN
ajis02-1551	267	33	models	model	NOUN
ajis02-1551	267	34	discovered	discover	VERB
ajis02-1551	267	35	during	during	ADP
ajis02-1551	267	36	the	the	DET
ajis02-1551	267	37	exhaustive	exhaustive	ADJ
ajis02-1551	267	38	training	training	NOUN
ajis02-1551	267	39	process	process	NOUN
ajis02-1551	267	40	.	.	PUNCT
ajis02-1551	268	1	due	due	ADP
ajis02-1551	268	2	to	to	ADP
ajis02-1551	268	3	the	the	DET
ajis02-1551	268	4	limited	limited	ADJ
ajis02-1551	268	5	number	number	NOUN
ajis02-1551	268	6	of	of	ADP
ajis02-1551	268	7	models	model	NOUN
ajis02-1551	268	8	that	that	PRON
ajis02-1551	268	9	were	be	AUX
ajis02-1551	268	10	generated	generate	VERB
ajis02-1551	268	11	,	,	PUNCT
ajis02-1551	268	12	these	these	PRON
ajis02-1551	268	13	are	be	AUX
ajis02-1551	268	14	not	not	PART
ajis02-1551	268	15	reflective	reflective	ADJ
ajis02-1551	268	16	of	of	ADP
ajis02-1551	268	17	the	the	DET
ajis02-1551	268	18	best	good	ADJ
ajis02-1551	268	19	performance	performance	NOUN
ajis02-1551	268	20	our	our	PRON
ajis02-1551	268	21	approach	approach	NOUN
ajis02-1551	268	22	could	could	AUX
ajis02-1551	268	23	achieve	achieve	VERB
ajis02-1551	268	24	.	.	PUNCT
ajis02-1551	269	1	even	even	ADV
ajis02-1551	269	2	though	though	ADV
ajis02-1551	269	3	,	,	PUNCT
ajis02-1551	269	4	the	the	DET
ajis02-1551	269	5	performances	performance	NOUN
ajis02-1551	269	6	of	of	ADP
ajis02-1551	269	7	these	these	DET
ajis02-1551	269	8	models	model	NOUN
ajis02-1551	269	9	are	be	AUX
ajis02-1551	269	10	comparable	comparable	ADJ
ajis02-1551	269	11	and	and	CCONJ
ajis02-1551	269	12	even	even	ADV
ajis02-1551	269	13	exceed	exceed	VERB
ajis02-1551	269	14	several	several	ADJ
ajis02-1551	269	15	of	of	ADP
ajis02-1551	269	16	other	other	ADJ
ajis02-1551	269	17	techniques	technique	NOUN
ajis02-1551	269	18	which	which	PRON
ajis02-1551	269	19	were	be	AUX
ajis02-1551	269	20	employed	employ	VERB
ajis02-1551	269	21	for	for	ADP
ajis02-1551	269	22	the	the	DET
ajis02-1551	269	23	same	same	ADJ
ajis02-1551	269	24	task	task	NOUN
ajis02-1551	269	25	.	.	PUNCT
ajis02-1551	269	26	
	
	SPACE
ajis02-1551	270	1	zhou	zhou	PROPN
ajis02-1551	270	2	et	et	PROPN
ajis02-1551	270	3	al	al	PROPN
ajis02-1551	270	4	.	.	PUNCT
ajis02-1551	271	1	(	(	PUNCT
ajis02-1551	271	2	zhou	zhou	PROPN
ajis02-1551	271	3	et	et	PROPN
ajis02-1551	271	4	al	al	PROPN
ajis02-1551	271	5	.	.	PROPN
ajis02-1551	271	6	2013	2013	NUM
ajis02-1551	271	7	)	)	PUNCT
ajis02-1551	271	8	summarised	summarise	VERB
ajis02-1551	271	9	a	a	DET
ajis02-1551	271	10	table	table	NOUN
ajis02-1551	271	11	to	to	PART
ajis02-1551	271	12	compare	compare	VERB
ajis02-1551	271	13	some	some	DET
ajis02-1551	271	14	state	state	NOUN
ajis02-1551	271	15	of	of	ADP
ajis02-1551	271	16	the	the	DET
ajis02-1551	271	17	art	art	NOUN
ajis02-1551	271	18	techniques	technique	NOUN
ajis02-1551	271	19	for	for	ADP
ajis02-1551	271	20	classifying	classify	VERB
ajis02-1551	271	21	the	the	DET
ajis02-1551	271	22	honeybee	honeybee	NOUN
ajis02-1551	271	23	dancing	dancing	NOUN
ajis02-1551	271	24	dataset	dataset	NOUN
ajis02-1551	271	25	,	,	PUNCT
ajis02-1551	271	26	and	and	CCONJ
ajis02-1551	271	27	the	the	DET
ajis02-1551	271	28	accuracies	accuracy	NOUN
ajis02-1551	271	29	are	be	AUX
ajis02-1551	271	30	further	far	ADV
ajis02-1551	271	31	compared	compare	VERB
ajis02-1551	271	32	with	with	ADP
ajis02-1551	271	33	our	our	PRON
ajis02-1551	271	34	method	method	NOUN
ajis02-1551	271	35	in	in	ADP
ajis02-1551	271	36	figure	figure	NOUN
ajis02-1551	271	37	7	7	NUM
ajis02-1551	271	38	.	.	PUNCT
ajis02-1551	271	39	4.2.5	4.2.5	NUM
ajis02-1551	271	40	discussion	discussion	NOUN
ajis02-1551	271	41	the	the	DET
ajis02-1551	271	42	accuracy	accuracy	NOUN
ajis02-1551	271	43	comparison	comparison	NOUN
ajis02-1551	271	44	in	in	ADP
ajis02-1551	271	45	table	table	NOUN
ajis02-1551	271	46	3	3	NUM
ajis02-1551	271	47	indicates	indicate	VERB
ajis02-1551	271	48	that	that	SCONJ
ajis02-1551	271	49	selected	select	VERB
ajis02-1551	271	50	event	event	NOUN
ajis02-1551	271	51	group	group	NOUN
ajis02-1551	271	52	based	base	VERB
ajis02-1551	271	53	decision	decision	NOUN
ajis02-1551	271	54	tree	tree	NOUN
ajis02-1551	271	55	models	model	NOUN
ajis02-1551	271	56	have	have	VERB
ajis02-1551	271	57	comparable	comparable	ADJ
ajis02-1551	271	58	classification	classification	NOUN
ajis02-1551	271	59	performance	performance	NOUN
ajis02-1551	271	60	to	to	ADP
ajis02-1551	271	61	other	other	ADJ
ajis02-1551	271	62	existing	exist	VERB
ajis02-1551	271	63	techniques	technique	NOUN
ajis02-1551	271	64	.	.	PUNCT
ajis02-1551	272	1	our	our	PRON
ajis02-1551	272	2	method	method	NOUN
ajis02-1551	272	3	outperforms	outperform	VERB
ajis02-1551	272	4	all	all	DET
ajis02-1551	272	5	other	other	ADJ
ajis02-1551	272	6	techniques	technique	NOUN
ajis02-1551	272	7	in	in	ADP
ajis02-1551	272	8	three	three	NUM
ajis02-1551	272	9	of	of	ADP
ajis02-1551	272	10	the	the	DET
ajis02-1551	272	11	six	six	NUM
ajis02-1551	272	12	sequences	sequence	NOUN
ajis02-1551	272	13	,	,	PUNCT
ajis02-1551	272	14	and	and	CCONJ
ajis02-1551	272	15	it	it	PRON
ajis02-1551	272	16	also	also	ADV
ajis02-1551	272	17	has	have	VERB
ajis02-1551	272	18	the	the	DET
ajis02-1551	272	19	highest	high	ADJ
ajis02-1551	272	20	average	average	ADJ
ajis02-1551	272	21	accuracy	accuracy	NOUN
ajis02-1551	272	22	in	in	ADP
ajis02-1551	272	23	all	all	PRON
ajis02-1551	272	24	of	of	ADP
ajis02-1551	272	25	the	the	DET
ajis02-1551	272	26	compared	compare	VERB
ajis02-1551	272	27	methods	method	NOUN
ajis02-1551	272	28	.	.	PUNCT
ajis02-1551	273	1	australasian	australasian	ADJ
ajis02-1551	273	2	journal	journal	NOUN
ajis02-1551	273	3	of	of	ADP
ajis02-1551	273	4	information	information	NOUN
ajis02-1551	273	5	systems	systems	PROPN
ajis02-1551	273	6	sun	sun	PROPN
ajis02-1551	273	7	&	&	CCONJ
ajis02-1551	273	8	stirling	stirling	PROPN
ajis02-1551	273	9	2017	2017	NUM
ajis02-1551	273	10	,	,	PUNCT
ajis02-1551	273	11	vol	vol	NOUN
ajis02-1551	273	12	21	21	NUM
ajis02-1551	273	13	,	,	PUNCT
ajis02-1551	273	14	selected	select	VERB
ajis02-1551	273	15	papers	paper	NOUN
ajis02-1551	273	16	from	from	ADP
ajis02-1551	273	17	ausdm	ausdm	PROPN
ajis02-1551	273	18	event	event	NOUN
ajis02-1551	273	19	group	group	NOUN
ajis02-1551	273	20	based	base	VERB
ajis02-1551	273	21	classification	classification	NOUN
ajis02-1551	273	22	framework	framework	NOUN
ajis02-1551	273	23	13	13	NUM
ajis02-1551	273	24	table	table	NOUN
ajis02-1551	273	25	3	3	NUM
ajis02-1551	273	26	:	:	PUNCT
ajis02-1551	273	27	classification	classification	NOUN
ajis02-1551	273	28	accuracy	accuracy	NOUN
ajis02-1551	273	29	comparison	comparison	NOUN
ajis02-1551	273	30	with	with	ADP
ajis02-1551	273	31	other	other	ADJ
ajis02-1551	273	32	techniques	technique	NOUN
ajis02-1551	273	33	,	,	PUNCT
ajis02-1551	273	34	all	all	DET
ajis02-1551	273	35	numbers	number	NOUN
ajis02-1551	273	36	in	in	ADP
ajis02-1551	273	37	percentage	percentage	NOUN
ajis02-1551	273	38	.	.	PUNCT
ajis02-1551	274	1	bold	bold	ADJ
ajis02-1551	274	2	fonts	font	NOUN
ajis02-1551	274	3	stand	stand	VERB
ajis02-1551	274	4	for	for	ADP
ajis02-1551	274	5	the	the	DET
ajis02-1551	274	6	best	good	ADJ
ajis02-1551	274	7	accuracy	accuracy	NOUN
ajis02-1551	274	8	on	on	ADP
ajis02-1551	274	9	predicting	predict	VERB
ajis02-1551	274	10	the	the	DET
ajis02-1551	274	11	full	full	ADJ
ajis02-1551	274	12	sequences	sequence	NOUN
ajis02-1551	274	13	among	among	ADP
ajis02-1551	274	14	methods	method	NOUN
ajis02-1551	274	15	.	.	PUNCT
ajis02-1551	275	1	the	the	DET
ajis02-1551	275	2	last	last	ADJ
ajis02-1551	275	3	row	row	NOUN
ajis02-1551	275	4	includes	include	VERB
ajis02-1551	275	5	the	the	DET
ajis02-1551	275	6	accuracies	accuracy	NOUN
ajis02-1551	275	7	of	of	ADP
ajis02-1551	275	8	the	the	DET
ajis02-1551	275	9	xon	xon	PROPN
ajis02-1551	275	10	-	-	PUNCT
ajis02-1551	275	11	mml	mml	PROPN
ajis02-1551	275	12	approach	approach	NOUN
ajis02-1551	275	13	.	.	PUNCT
ajis02-1551	276	1	figure	figure	NOUN
ajis02-1551	276	2	8(a	8(a	NUM
ajis02-1551	276	3	)	)	PUNCT
ajis02-1551	276	4	illustrates	illustrate	VERB
ajis02-1551	276	5	the	the	DET
ajis02-1551	276	6	mml	mml	PROPN
ajis02-1551	276	7	cluster	cluster	NOUN
ajis02-1551	276	8	pre	pre	ADJ
ajis02-1551	276	9	-	-	ADJ
ajis02-1551	276	10	processing	processing	NOUN
ajis02-1551	276	11	utilised	utilise	VERB
ajis02-1551	276	12	in	in	ADP
ajis02-1551	276	13	the	the	DET
ajis02-1551	276	14	no.2	no.2	PROPN
ajis02-1551	276	15	honeybee	honeybee	PROPN
ajis02-1551	276	16	dancing	dance	VERB
ajis02-1551	276	17	dataset	dataset	NOUN
ajis02-1551	276	18	model	model	NOUN
ajis02-1551	276	19	as	as	ADP
ajis02-1551	276	20	an	an	DET
ajis02-1551	276	21	example	example	NOUN
ajis02-1551	276	22	.	.	PUNCT
ajis02-1551	277	1	figure	figure	NOUN
ajis02-1551	277	2	8(a	8(a	NUM
ajis02-1551	277	3	)	)	PUNCT
ajis02-1551	277	4	illustrates	illustrate	VERB
ajis02-1551	277	5	the	the	DET
ajis02-1551	277	6	common	common	ADJ
ajis02-1551	277	7	bee	bee	NOUN
ajis02-1551	277	8	motion	motion	NOUN
ajis02-1551	277	9	states	state	NOUN
ajis02-1551	277	10	as	as	ADP
ajis02-1551	277	11	eight	eight	NUM
ajis02-1551	277	12	mml	mml	NOUN
ajis02-1551	277	13	clusters	cluster	NOUN
ajis02-1551	277	14	,	,	PUNCT
ajis02-1551	277	15	where	where	SCONJ
ajis02-1551	277	16	the	the	DET
ajis02-1551	277	17	red	red	ADJ
ajis02-1551	277	18	arrows	arrow	NOUN
ajis02-1551	277	19	represent	represent	VERB
ajis02-1551	277	20	the	the	DET
ajis02-1551	277	21	movements	movement	NOUN
ajis02-1551	277	22	from	from	ADP
ajis02-1551	277	23	the	the	DET
ajis02-1551	277	24	previous	previous	ADJ
ajis02-1551	277	25	frame	frame	NOUN
ajis02-1551	277	26	,	,	PUNCT
ajis02-1551	277	27	contrastingly	contrastingly	ADV
ajis02-1551	277	28	,	,	PUNCT
ajis02-1551	277	29	the	the	DET
ajis02-1551	277	30	blue	blue	ADJ
ajis02-1551	277	31	arrows	arrow	NOUN
ajis02-1551	277	32	represent	represent	VERB
ajis02-1551	277	33	the	the	DET
ajis02-1551	277	34	current	current	ADJ
ajis02-1551	277	35	head	head	NOUN
ajis02-1551	277	36	direction	direction	NOUN
ajis02-1551	277	37	.	.	PUNCT
ajis02-1551	278	1	figure	figure	NOUN
ajis02-1551	278	2	8(b	8(b	NUM
ajis02-1551	278	3	)	)	PUNCT
ajis02-1551	278	4	also	also	ADV
ajis02-1551	278	5	includes	include	VERB
ajis02-1551	278	6	histograms	histogram	NOUN
ajis02-1551	278	7	that	that	PRON
ajis02-1551	278	8	indicate	indicate	VERB
ajis02-1551	278	9	how	how	SCONJ
ajis02-1551	278	10	the	the	DET
ajis02-1551	278	11	signatures	signature	NOUN
ajis02-1551	278	12	or	or	CCONJ
ajis02-1551	278	13	profiles	profile	NOUN
ajis02-1551	278	14	of	of	ADP
ajis02-1551	278	15	these	these	DET
ajis02-1551	278	16	eight	eight	NUM
ajis02-1551	278	17	mml	mml	NOUN
ajis02-1551	278	18	cluster	cluster	NOUN
ajis02-1551	278	19	(	(	PUNCT
ajis02-1551	278	20	events	event	NOUN
ajis02-1551	278	21	)	)	PUNCT
ajis02-1551	278	22	associate	associate	NOUN
ajis02-1551	278	23	with	with	ADP
ajis02-1551	278	24	the	the	DET
ajis02-1551	278	25	three	three	NUM
ajis02-1551	278	26	behaviour	behaviour	NOUN
ajis02-1551	278	27	categories	category	NOUN
ajis02-1551	278	28	.	.	PUNCT
ajis02-1551	279	1	a	a	DET
ajis02-1551	279	2	number	number	NOUN
ajis02-1551	279	3	of	of	ADP
ajis02-1551	279	4	key	key	ADJ
ajis02-1551	279	5	facets	facet	NOUN
ajis02-1551	279	6	can	can	AUX
ajis02-1551	279	7	be	be	AUX
ajis02-1551	279	8	understood	understand	VERB
ajis02-1551	279	9	in	in	ADP
ajis02-1551	279	10	figure	figure	NOUN
ajis02-1551	279	11	8(b	8(b	NUM
ajis02-1551	279	12	):	):	PUNCT
ajis02-1551	279	13	firstly	firstly	ADV
ajis02-1551	279	14	,	,	PUNCT
ajis02-1551	279	15	the	the	DET
ajis02-1551	279	16	mml	mml	NOUN
ajis02-1551	279	17	cluster	cluster	NOUN
ajis02-1551	279	18	events	event	NOUN
ajis02-1551	279	19	are	be	AUX
ajis02-1551	279	20	a	a	DET
ajis02-1551	279	21	biased	biased	ADJ
ajis02-1551	279	22	distribution	distribution	NOUN
ajis02-1551	279	23	across	across	ADP
ajis02-1551	279	24	the	the	DET
ajis02-1551	279	25	three	three	NUM
ajis02-1551	279	26	behaviours	behaviour	NOUN
ajis02-1551	279	27	,	,	PUNCT
ajis02-1551	279	28	which	which	PRON
ajis02-1551	279	29	indicates	indicate	VERB
ajis02-1551	279	30	the	the	DET
ajis02-1551	279	31	possibility	possibility	NOUN
ajis02-1551	279	32	to	to	PART
ajis02-1551	279	33	identify	identify	VERB
ajis02-1551	279	34	the	the	DET
ajis02-1551	279	35	honeybee	honeybee	NOUN
ajis02-1551	279	36	behaviours	behaviour	NOUN
ajis02-1551	279	37	based	base	VERB
ajis02-1551	279	38	on	on	ADP
ajis02-1551	279	39	these	these	DET
ajis02-1551	279	40	mml	mml	NOUN
ajis02-1551	279	41	events	event	NOUN
ajis02-1551	279	42	.	.	PUNCT
ajis02-1551	280	1	secondly	secondly	ADV
ajis02-1551	280	2	,	,	PUNCT
ajis02-1551	280	3	the	the	DET
ajis02-1551	280	4	distribution	distribution	NOUN
ajis02-1551	280	5	histograms	histogram	NOUN
ajis02-1551	280	6	of	of	ADP
ajis02-1551	280	7	“	"	PUNCT
ajis02-1551	280	8	left	leave	VERB
ajis02-1551	280	9	-	-	PUNCT
ajis02-1551	280	10	turn	turn	NOUN
ajis02-1551	280	11	”	"	PUNCT
ajis02-1551	280	12	and	and	CCONJ
ajis02-1551	280	13	“	"	PUNCT
ajis02-1551	280	14	right	right	ADJ
ajis02-1551	280	15	-	-	PUNCT
ajis02-1551	280	16	turn	turn	NOUN
ajis02-1551	280	17	”	"	PUNCT
ajis02-1551	280	18	are	be	AUX
ajis02-1551	280	19	similar	similar	ADJ
ajis02-1551	280	20	to	to	ADP
ajis02-1551	280	21	each	each	DET
ajis02-1551	280	22	other	other	ADJ
ajis02-1551	280	23	,	,	PUNCT
ajis02-1551	280	24	therefore	therefore	ADV
ajis02-1551	280	25	judging	judge	VERB
ajis02-1551	280	26	the	the	DET
ajis02-1551	280	27	type	type	NOUN
ajis02-1551	280	28	of	of	ADP
ajis02-1551	280	29	behaviour	behaviour	NOUN
ajis02-1551	280	30	with	with	ADP
ajis02-1551	280	31	a	a	DET
ajis02-1551	280	32	single	single	ADJ
ajis02-1551	280	33	cluster	cluster	NOUN
ajis02-1551	280	34	/	/	SYM
ajis02-1551	280	35	event	event	NOUN
ajis02-1551	280	36	is	be	AUX
ajis02-1551	280	37	not	not	PART
ajis02-1551	280	38	feasible	feasible	ADJ
ajis02-1551	280	39	.	.	PUNCT
ajis02-1551	281	1	for	for	ADP
ajis02-1551	281	2	example	example	NOUN
ajis02-1551	281	3	,	,	PUNCT
ajis02-1551	281	4	when	when	SCONJ
ajis02-1551	281	5	new	new	ADJ
ajis02-1551	281	6	motion	motion	NOUN
ajis02-1551	281	7	data	datum	NOUN
ajis02-1551	281	8	is	be	AUX
ajis02-1551	281	9	identified	identify	VERB
ajis02-1551	281	10	as	as	ADP
ajis02-1551	281	11	cluster	cluster	NOUN
ajis02-1551	281	12	0	0	NUM
ajis02-1551	281	13	,	,	PUNCT
ajis02-1551	281	14	it	it	PRON
ajis02-1551	281	15	has	have	VERB
ajis02-1551	281	16	little	little	ADJ
ajis02-1551	281	17	chance	chance	NOUN
ajis02-1551	281	18	of	of	ADP
ajis02-1551	281	19	it	it	PRON
ajis02-1551	281	20	being	be	AUX
ajis02-1551	281	21	a	a	DET
ajis02-1551	281	22	“	"	PUNCT
ajis02-1551	281	23	waggle	waggle	NOUN
ajis02-1551	281	24	”	"	PUNCT
ajis02-1551	281	25	,	,	PUNCT
ajis02-1551	281	26	however	however	ADV
ajis02-1551	281	27	the	the	DET
ajis02-1551	281	28	chance	chance	NOUN
ajis02-1551	281	29	for	for	ADP
ajis02-1551	281	30	being	be	AUX
ajis02-1551	281	31	either	either	CCONJ
ajis02-1551	281	32	a	a	DET
ajis02-1551	281	33	“	"	PUNCT
ajis02-1551	281	34	leftturn	leftturn	NOUN
ajis02-1551	281	35	”	"	PUNCT
ajis02-1551	281	36	or	or	CCONJ
ajis02-1551	281	37	“	"	PUNCT
ajis02-1551	281	38	right	right	ADJ
ajis02-1551	281	39	-	-	PUNCT
ajis02-1551	281	40	turn	turn	NOUN
ajis02-1551	281	41	”	"	PUNCT
ajis02-1551	281	42	are	be	AUX
ajis02-1551	281	43	both	both	PRON
ajis02-1551	281	44	very	very	ADV
ajis02-1551	281	45	high	high	ADJ
ajis02-1551	281	46	.	.	PUNCT
ajis02-1551	282	1	considering	consider	VERB
ajis02-1551	282	2	that	that	SCONJ
ajis02-1551	282	3	the	the	DET
ajis02-1551	282	4	final	final	ADJ
ajis02-1551	282	5	xon	xon	PROPN
ajis02-1551	282	6	model	model	NOUN
ajis02-1551	282	7	provides	provide	VERB
ajis02-1551	282	8	an	an	DET
ajis02-1551	282	9	accuracy	accuracy	NOUN
ajis02-1551	282	10	of	of	ADP
ajis02-1551	282	11	some	some	DET
ajis02-1551	282	12	93	93	NUM
ajis02-1551	282	13	%	%	NOUN
ajis02-1551	282	14	on	on	ADP
ajis02-1551	282	15	classifying	classify	VERB
ajis02-1551	282	16	sequence-2	sequence-2	NUM
ajis02-1551	282	17	,	,	PUNCT
ajis02-1551	282	18	this	this	PRON
ajis02-1551	282	19	provides	provide	VERB
ajis02-1551	282	20	evidence	evidence	NOUN
ajis02-1551	282	21	of	of	ADP
ajis02-1551	282	22	the	the	DET
ajis02-1551	282	23	effectiveness	effectiveness	NOUN
ajis02-1551	282	24	of	of	ADP
ajis02-1551	282	25	this	this	DET
ajis02-1551	282	26	extended	extend	VERB
ajis02-1551	282	27	decision	decision	NOUN
ajis02-1551	282	28	tree	tree	NOUN
ajis02-1551	282	29	algorithm	algorithm	NOUN
ajis02-1551	282	30	.	.	PUNCT
ajis02-1551	283	1	australasian	australasian	ADJ
ajis02-1551	283	2	journal	journal	NOUN
ajis02-1551	283	3	of	of	ADP
ajis02-1551	283	4	information	information	NOUN
ajis02-1551	283	5	systems	systems	PROPN
ajis02-1551	283	6	sun	sun	PROPN
ajis02-1551	283	7	&	&	CCONJ
ajis02-1551	283	8	stirling	stirling	PROPN
ajis02-1551	283	9	2017	2017	NUM
ajis02-1551	283	10	,	,	PUNCT
ajis02-1551	283	11	vol	vol	NOUN
ajis02-1551	283	12	21	21	NUM
ajis02-1551	283	13	,	,	PUNCT
ajis02-1551	283	14	selected	select	VERB
ajis02-1551	283	15	papers	paper	NOUN
ajis02-1551	283	16	from	from	ADP
ajis02-1551	283	17	ausdm	ausdm	PROPN
ajis02-1551	283	18	event	event	NOUN
ajis02-1551	283	19	group	group	NOUN
ajis02-1551	283	20	based	base	VERB
ajis02-1551	283	21	classification	classification	NOUN
ajis02-1551	283	22	framework	framework	NOUN
ajis02-1551	283	23	14	14	NUM
ajis02-1551	283	24	figure	figure	NOUN
ajis02-1551	283	25	8	8	NUM
ajis02-1551	283	26	:	:	PUNCT
ajis02-1551	283	27	(	(	PUNCT
ajis02-1551	283	28	a	a	X
ajis02-1551	283	29	)	)	PUNCT
ajis02-1551	283	30	presentation	presentation	NOUN
ajis02-1551	283	31	of	of	ADP
ajis02-1551	283	32	mml	mml	PROPN
ajis02-1551	283	33	clusters	cluster	NOUN
ajis02-1551	283	34	and	and	CCONJ
ajis02-1551	283	35	(	(	PUNCT
ajis02-1551	283	36	b	b	X
ajis02-1551	283	37	)	)	PUNCT
ajis02-1551	283	38	the	the	DET
ajis02-1551	283	39	histogram	histogram	NOUN
ajis02-1551	283	40	of	of	ADP
ajis02-1551	283	41	clusters	cluster	NOUN
ajis02-1551	283	42	on	on	ADP
ajis02-1551	283	43	each	each	DET
ajis02-1551	283	44	behaviour	behaviour	NOUN
ajis02-1551	283	45	.	.	PUNCT
ajis02-1551	284	1	the	the	DET
ajis02-1551	284	2	very	very	ADV
ajis02-1551	284	3	similar	similar	ADJ
ajis02-1551	284	4	histograms	histogram	NOUN
ajis02-1551	284	5	of	of	ADP
ajis02-1551	284	6	leftand	leftand	NOUN
ajis02-1551	284	7	right	right	ADJ
ajis02-1551	284	8	-	-	PUNCT
ajis02-1551	284	9	turn	turn	NOUN
ajis02-1551	284	10	indicate	indicate	VERB
ajis02-1551	284	11	that	that	SCONJ
ajis02-1551	284	12	the	the	DET
ajis02-1551	284	13	individual	individual	ADJ
ajis02-1551	284	14	mml	mml	PROPN
ajis02-1551	284	15	clusters	cluster	NOUN
ajis02-1551	284	16	are	be	AUX
ajis02-1551	284	17	not	not	PART
ajis02-1551	284	18	the	the	DET
ajis02-1551	284	19	distinguishing	distinguish	VERB
ajis02-1551	284	20	features	feature	NOUN
ajis02-1551	284	21	for	for	ADP
ajis02-1551	284	22	these	these	DET
ajis02-1551	284	23	motion	motion	NOUN
ajis02-1551	284	24	behaviours	behaviour	NOUN
ajis02-1551	284	25	,	,	PUNCT
ajis02-1551	284	26	therefore	therefore	ADV
ajis02-1551	284	27	,	,	PUNCT
ajis02-1551	284	28	the	the	DET
ajis02-1551	284	29	reason	reason	NOUN
ajis02-1551	284	30	behind	behind	ADP
ajis02-1551	284	31	the	the	DET
ajis02-1551	284	32	successful	successful	ADJ
ajis02-1551	284	33	classification	classification	NOUN
ajis02-1551	284	34	lies	lie	VERB
ajis02-1551	284	35	in	in	ADP
ajis02-1551	284	36	utilising	utilise	VERB
ajis02-1551	284	37	the	the	DET
ajis02-1551	284	38	localised	localise	VERB
ajis02-1551	284	39	feature	feature	NOUN
ajis02-1551	284	40	combination	combination	NOUN
ajis02-1551	284	41	with	with	ADP
ajis02-1551	284	42	the	the	DET
ajis02-1551	284	43	egbc	egbc	NOUN
ajis02-1551	284	44	method	method	NOUN
ajis02-1551	284	45	.	.	PUNCT
ajis02-1551	285	1	4.3	4.3	NUM
ajis02-1551	285	2	hot	hot	ADJ
ajis02-1551	285	3	metal	metal	NOUN
ajis02-1551	285	4	temperature	temperature	NOUN
ajis02-1551	285	5	prediction	prediction	NOUN
ajis02-1551	285	6	as	as	SCONJ
ajis02-1551	285	7	stated	state	VERB
ajis02-1551	285	8	in	in	ADP
ajis02-1551	285	9	section	section	NOUN
ajis02-1551	285	10	1	1	NUM
ajis02-1551	285	11	,	,	PUNCT
ajis02-1551	285	12	this	this	DET
ajis02-1551	285	13	research	research	NOUN
ajis02-1551	285	14	was	be	AUX
ajis02-1551	285	15	motivated	motivate	VERB
ajis02-1551	285	16	by	by	ADP
ajis02-1551	285	17	a	a	DET
ajis02-1551	285	18	demanding	demand	VERB
ajis02-1551	285	19	industrial	industrial	ADJ
ajis02-1551	285	20	problem	problem	NOUN
ajis02-1551	285	21	,	,	PUNCT
ajis02-1551	285	22	i.e.	i.e.	X
ajis02-1551	285	23	to	to	PART
ajis02-1551	285	24	utilise	utilise	VERB
ajis02-1551	285	25	data	datum	NOUN
ajis02-1551	285	26	mining	mining	NOUN
ajis02-1551	285	27	techniques	technique	NOUN
ajis02-1551	285	28	to	to	PART
ajis02-1551	285	29	model	model	VERB
ajis02-1551	285	30	and	and	CCONJ
ajis02-1551	285	31	predict	predict	VERB
ajis02-1551	285	32	the	the	DET
ajis02-1551	285	33	iron	iron	NOUN
ajis02-1551	285	34	-	-	PUNCT
ajis02-1551	285	35	making	making	NOUN
ajis02-1551	285	36	process	process	NOUN
ajis02-1551	285	37	.	.	PUNCT
ajis02-1551	286	1	in	in	ADP
ajis02-1551	286	2	this	this	DET
ajis02-1551	286	3	section	section	NOUN
ajis02-1551	286	4	,	,	PUNCT
ajis02-1551	286	5	the	the	DET
ajis02-1551	286	6	egbc	egbc	NOUN
ajis02-1551	286	7	framework	framework	NOUN
ajis02-1551	286	8	is	be	AUX
ajis02-1551	286	9	employed	employ	VERB
ajis02-1551	286	10	for	for	ADP
ajis02-1551	286	11	making	make	VERB
ajis02-1551	286	12	predictions	prediction	NOUN
ajis02-1551	286	13	of	of	ADP
ajis02-1551	286	14	the	the	DET
ajis02-1551	286	15	hmt	hmt	NOUN
ajis02-1551	286	16	,	,	PUNCT
ajis02-1551	286	17	in	in	ADP
ajis02-1551	286	18	order	order	NOUN
ajis02-1551	286	19	to	to	PART
ajis02-1551	286	20	evaluate	evaluate	VERB
ajis02-1551	286	21	how	how	SCONJ
ajis02-1551	286	22	this	this	DET
ajis02-1551	286	23	method	method	NOUN
ajis02-1551	286	24	performs	perform	VERB
ajis02-1551	286	25	in	in	ADP
ajis02-1551	286	26	a	a	DET
ajis02-1551	286	27	stochastic	stochastic	ADJ
ajis02-1551	286	28	industrial	industrial	ADJ
ajis02-1551	286	29	environment	environment	NOUN
ajis02-1551	286	30	.	.	PUNCT
ajis02-1551	287	1	4.3.1	4.3.1	NUM
ajis02-1551	287	2	problem	problem	NOUN
ajis02-1551	287	3	definition	definition	NOUN
ajis02-1551	287	4	the	the	DET
ajis02-1551	287	5	hmt	hmt	NOUN
ajis02-1551	287	6	temperature	temperature	NOUN
ajis02-1551	287	7	of	of	ADP
ajis02-1551	287	8	molten	molten	ADJ
ajis02-1551	287	9	iron	iron	NOUN
ajis02-1551	287	10	,	,	PUNCT
ajis02-1551	287	11	is	be	AUX
ajis02-1551	287	12	one	one	NUM
ajis02-1551	287	13	of	of	ADP
ajis02-1551	287	14	the	the	DET
ajis02-1551	287	15	most	most	ADV
ajis02-1551	287	16	important	important	ADJ
ajis02-1551	287	17	indicators	indicator	NOUN
ajis02-1551	287	18	of	of	ADP
ajis02-1551	287	19	product	product	NOUN
ajis02-1551	287	20	quality	quality	NOUN
ajis02-1551	287	21	in	in	ADP
ajis02-1551	287	22	the	the	DET
ajis02-1551	287	23	iron	iron	NOUN
ajis02-1551	287	24	making	making	NOUN
ajis02-1551	287	25	process	process	NOUN
ajis02-1551	287	26	.	.	PUNCT
ajis02-1551	288	1	however	however	ADV
ajis02-1551	288	2	,	,	PUNCT
ajis02-1551	288	3	due	due	ADP
ajis02-1551	288	4	to	to	ADP
ajis02-1551	288	5	the	the	DET
ajis02-1551	288	6	complexity	complexity	NOUN
ajis02-1551	288	7	of	of	ADP
ajis02-1551	288	8	the	the	DET
ajis02-1551	288	9	associated	associated	ADJ
ajis02-1551	288	10	non	non	ADJ
ajis02-1551	288	11	-	-	ADJ
ajis02-1551	288	12	linear	linear	ADJ
ajis02-1551	288	13	australasian	australasian	ADJ
ajis02-1551	288	14	journal	journal	NOUN
ajis02-1551	288	15	of	of	ADP
ajis02-1551	288	16	information	information	NOUN
ajis02-1551	288	17	systems	systems	PROPN
ajis02-1551	288	18	sun	sun	PROPN
ajis02-1551	288	19	&	&	CCONJ
ajis02-1551	288	20	stirling	stirling	PROPN
ajis02-1551	288	21	2017	2017	NUM
ajis02-1551	288	22	,	,	PUNCT
ajis02-1551	288	23	vol	vol	NOUN
ajis02-1551	288	24	21	21	NUM
ajis02-1551	288	25	,	,	PUNCT
ajis02-1551	288	26	selected	select	VERB
ajis02-1551	288	27	papers	paper	NOUN
ajis02-1551	288	28	from	from	ADP
ajis02-1551	288	29	ausdm	ausdm	PROPN
ajis02-1551	288	30	event	event	NOUN
ajis02-1551	288	31	group	group	NOUN
ajis02-1551	288	32	based	base	VERB
ajis02-1551	288	33	classification	classification	NOUN
ajis02-1551	288	34	framework	framework	NOUN
ajis02-1551	288	35	15	15	NUM
ajis02-1551	288	36	processes	process	NOUN
ajis02-1551	288	37	and	and	CCONJ
ajis02-1551	288	38	systems	system	NOUN
ajis02-1551	288	39	,	,	PUNCT
ajis02-1551	288	40	predicting	predict	VERB
ajis02-1551	288	41	and	and	CCONJ
ajis02-1551	288	42	stabilising	stabilise	VERB
ajis02-1551	288	43	this	this	DET
ajis02-1551	288	44	temperature	temperature	NOUN
ajis02-1551	288	45	is	be	AUX
ajis02-1551	288	46	extremely	extremely	ADV
ajis02-1551	288	47	difficult	difficult	ADJ
ajis02-1551	288	48	using	use	VERB
ajis02-1551	288	49	standard	standard	ADJ
ajis02-1551	288	50	statistical	statistical	ADJ
ajis02-1551	288	51	techniques	technique	NOUN
ajis02-1551	288	52	or	or	CCONJ
ajis02-1551	288	53	even	even	ADV
ajis02-1551	288	54	mass	mass	ADJ
ajis02-1551	288	55	-	-	PUNCT
ajis02-1551	288	56	transfer	transfer	NOUN
ajis02-1551	288	57	equations	equation	NOUN
ajis02-1551	288	58	(	(	PUNCT
ajis02-1551	288	59	biswas	biswas	PROPN
ajis02-1551	288	60	1981	1981	NUM
ajis02-1551	288	61	)	)	PUNCT
ajis02-1551	288	62	.	.	PUNCT
ajis02-1551	289	1	the	the	DET
ajis02-1551	289	2	hmt	hmt	NOUN
ajis02-1551	289	3	is	be	AUX
ajis02-1551	289	4	recognised	recognise	VERB
ajis02-1551	289	5	as	as	ADP
ajis02-1551	289	6	one	one	NUM
ajis02-1551	289	7	of	of	ADP
ajis02-1551	289	8	the	the	DET
ajis02-1551	289	9	most	most	ADV
ajis02-1551	289	10	important	important	ADJ
ajis02-1551	289	11	indicators	indicator	NOUN
ajis02-1551	289	12	because	because	SCONJ
ajis02-1551	289	13	it	it	PRON
ajis02-1551	289	14	is	be	AUX
ajis02-1551	289	15	directly	directly	ADV
ajis02-1551	289	16	associated	associate	VERB
ajis02-1551	289	17	with	with	ADP
ajis02-1551	289	18	the	the	DET
ajis02-1551	289	19	product	product	NOUN
ajis02-1551	289	20	quality	quality	NOUN
ajis02-1551	289	21	(	(	PUNCT
ajis02-1551	289	22	banks	bank	NOUN
ajis02-1551	289	23	1999	1999	NUM
ajis02-1551	289	24	)	)	PUNCT
ajis02-1551	289	25	,	,	PUNCT
ajis02-1551	289	26	which	which	PRON
ajis02-1551	289	27	is	be	AUX
ajis02-1551	289	28	expected	expect	VERB
ajis02-1551	289	29	to	to	PART
ajis02-1551	289	30	be	be	AUX
ajis02-1551	289	31	stabilised	stabilise	VERB
ajis02-1551	289	32	at	at	ADP
ajis02-1551	289	33	an	an	DET
ajis02-1551	289	34	ideal	ideal	ADJ
ajis02-1551	289	35	value	value	NOUN
ajis02-1551	289	36	of	of	ADP
ajis02-1551	289	37	1,500	1,500	NUM
ajis02-1551	289	38	°	°	NOUN
ajis02-1551	289	39	c	c	NOUN
ajis02-1551	289	40	with	with	ADP
ajis02-1551	289	41	a	a	DET
ajis02-1551	289	42	tolerable	tolerable	ADJ
ajis02-1551	289	43	±20	±20	PROPN
ajis02-1551	289	44	°	°	PROPN
ajis02-1551	289	45	c	c	NOUN
ajis02-1551	289	46	variance	variance	NOUN
ajis02-1551	289	47	.	.	PUNCT
ajis02-1551	290	1	therefore	therefore	ADV
ajis02-1551	290	2	,	,	PUNCT
ajis02-1551	290	3	three	three	NUM
ajis02-1551	290	4	classes	class	NOUN
ajis02-1551	290	5	,	,	PUNCT
ajis02-1551	290	6	“	"	PUNCT
ajis02-1551	290	7	high	high	ADJ
ajis02-1551	290	8	”	"	PUNCT
ajis02-1551	290	9	,	,	PUNCT
ajis02-1551	290	10	“	"	PUNCT
ajis02-1551	290	11	norm	norm	NOUN
ajis02-1551	290	12	”	"	PUNCT
ajis02-1551	290	13	and	and	CCONJ
ajis02-1551	290	14	“	"	PUNCT
ajis02-1551	290	15	low	low	ADJ
ajis02-1551	290	16	”	"	PUNCT
ajis02-1551	290	17	,	,	PUNCT
ajis02-1551	290	18	are	be	AUX
ajis02-1551	290	19	used	use	VERB
ajis02-1551	290	20	to	to	PART
ajis02-1551	290	21	label	label	VERB
ajis02-1551	290	22	every	every	DET
ajis02-1551	290	23	‘	'	PUNCT
ajis02-1551	290	24	cast	cast	NOUN
ajis02-1551	290	25	’	'	PUNCT
ajis02-1551	290	26	(	(	PUNCT
ajis02-1551	290	27	the	the	DET
ajis02-1551	290	28	process	process	NOUN
ajis02-1551	290	29	of	of	ADP
ajis02-1551	290	30	tapping	tap	VERB
ajis02-1551	290	31	the	the	DET
ajis02-1551	290	32	molten	molten	ADJ
ajis02-1551	290	33	iron	iron	NOUN
ajis02-1551	290	34	)	)	PUNCT
ajis02-1551	290	35	in	in	ADP
ajis02-1551	290	36	the	the	DET
ajis02-1551	290	37	bf	bf	NOUN
ajis02-1551	290	38	operational	operational	ADJ
ajis02-1551	290	39	data	datum	NOUN
ajis02-1551	290	40	.	.	PUNCT
ajis02-1551	291	1	the	the	DET
ajis02-1551	291	2	bf	bf	NOUN
ajis02-1551	291	3	is	be	AUX
ajis02-1551	291	4	continuously	continuously	ADV
ajis02-1551	291	5	monitored	monitor	VERB
ajis02-1551	291	6	by	by	ADP
ajis02-1551	291	7	various	various	ADJ
ajis02-1551	291	8	sensors	sensor	NOUN
ajis02-1551	291	9	that	that	PRON
ajis02-1551	291	10	are	be	AUX
ajis02-1551	291	11	installed	instal	VERB
ajis02-1551	291	12	all	all	ADV
ajis02-1551	291	13	over	over	ADP
ajis02-1551	291	14	its	its	PRON
ajis02-1551	291	15	structure	structure	NOUN
ajis02-1551	291	16	.	.	PUNCT
ajis02-1551	292	1	these	these	DET
ajis02-1551	292	2	sensors	sensor	NOUN
ajis02-1551	292	3	report	report	VERB
ajis02-1551	292	4	a	a	DET
ajis02-1551	292	5	variety	variety	NOUN
ajis02-1551	292	6	of	of	ADP
ajis02-1551	292	7	operational	operational	ADJ
ajis02-1551	292	8	data	datum	NOUN
ajis02-1551	292	9	,	,	PUNCT
ajis02-1551	292	10	such	such	ADJ
ajis02-1551	292	11	as	as	ADP
ajis02-1551	292	12	the	the	DET
ajis02-1551	292	13	wall	wall	NOUN
ajis02-1551	292	14	temperatures	temperature	NOUN
ajis02-1551	292	15	(	(	PUNCT
ajis02-1551	292	16	via	via	ADP
ajis02-1551	292	17	a	a	DET
ajis02-1551	292	18	complete	complete	ADJ
ajis02-1551	292	19	array	array	NOUN
ajis02-1551	292	20	of	of	ADP
ajis02-1551	292	21	water	water	NOUN
ajis02-1551	292	22	cooled	cool	VERB
ajis02-1551	292	23	blocks	block	NOUN
ajis02-1551	292	24	or	or	CCONJ
ajis02-1551	292	25	staves	stave	NOUN
ajis02-1551	292	26	)	)	PUNCT
ajis02-1551	292	27	,	,	PUNCT
ajis02-1551	293	1	internal	internal	ADJ
ajis02-1551	293	2	pressures	pressure	NOUN
ajis02-1551	293	3	near	near	ADP
ajis02-1551	293	4	the	the	DET
ajis02-1551	293	5	wall	wall	NOUN
ajis02-1551	293	6	,	,	PUNCT
ajis02-1551	293	7	the	the	DET
ajis02-1551	293	8	contents	content	NOUN
ajis02-1551	293	9	of	of	ADP
ajis02-1551	293	10	exhaust	exhaust	NOUN
ajis02-1551	293	11	gases	gas	NOUN
ajis02-1551	293	12	at	at	ADP
ajis02-1551	293	13	the	the	DET
ajis02-1551	293	14	top	top	NOUN
ajis02-1551	293	15	,	,	PUNCT
ajis02-1551	293	16	the	the	DET
ajis02-1551	293	17	blast	blast	NOUN
ajis02-1551	293	18	temperature	temperature	NOUN
ajis02-1551	293	19	,	,	PUNCT
ajis02-1551	293	20	plus	plus	CCONJ
ajis02-1551	293	21	the	the	DET
ajis02-1551	293	22	volume	volume	NOUN
ajis02-1551	293	23	and	and	CCONJ
ajis02-1551	293	24	humidity	humidity	NOUN
ajis02-1551	293	25	etc	etc	X
ajis02-1551	293	26	.	.	X
ajis02-1551	293	27	other	other	ADJ
ajis02-1551	293	28	information	information	NOUN
ajis02-1551	293	29	such	such	ADJ
ajis02-1551	293	30	as	as	ADP
ajis02-1551	293	31	the	the	DET
ajis02-1551	293	32	rate	rate	NOUN
ajis02-1551	293	33	of	of	ADP
ajis02-1551	293	34	fuel	fuel	NOUN
ajis02-1551	293	35	,	,	PUNCT
ajis02-1551	293	36	the	the	DET
ajis02-1551	293	37	volume	volume	NOUN
ajis02-1551	293	38	or	or	CCONJ
ajis02-1551	293	39	mass	mass	NOUN
ajis02-1551	293	40	of	of	ADP
ajis02-1551	293	41	raw	raw	ADJ
ajis02-1551	293	42	feed	feed	NOUN
ajis02-1551	293	43	materials	material	NOUN
ajis02-1551	293	44	being	be	AUX
ajis02-1551	293	45	charged	charge	VERB
ajis02-1551	293	46	,	,	PUNCT
ajis02-1551	293	47	laboratory	laboratory	NOUN
ajis02-1551	293	48	test	test	NOUN
ajis02-1551	293	49	results	result	NOUN
ajis02-1551	293	50	and	and	CCONJ
ajis02-1551	293	51	real	real	ADJ
ajis02-1551	293	52	-	-	PUNCT
ajis02-1551	293	53	time	time	NOUN
ajis02-1551	293	54	simulation	simulation	NOUN
ajis02-1551	293	55	based	base	VERB
ajis02-1551	293	56	indices	index	NOUN
ajis02-1551	293	57	are	be	AUX
ajis02-1551	293	58	also	also	ADV
ajis02-1551	293	59	collected	collect	VERB
ajis02-1551	293	60	as	as	ADP
ajis02-1551	293	61	part	part	NOUN
ajis02-1551	293	62	of	of	ADP
ajis02-1551	293	63	the	the	DET
ajis02-1551	293	64	monitoring	monitoring	NOUN
ajis02-1551	293	65	log	log	NOUN
ajis02-1551	293	66	.	.	PUNCT
ajis02-1551	294	1	the	the	DET
ajis02-1551	294	2	data	datum	NOUN
ajis02-1551	294	3	was	be	AUX
ajis02-1551	294	4	collected	collect	VERB
ajis02-1551	294	5	regularly	regularly	ADV
ajis02-1551	294	6	from	from	ADP
ajis02-1551	294	7	each	each	DET
ajis02-1551	294	8	source	source	NOUN
ajis02-1551	294	9	,	,	PUNCT
ajis02-1551	294	10	and	and	CCONJ
ajis02-1551	294	11	the	the	DET
ajis02-1551	294	12	complete	complete	ADJ
ajis02-1551	294	13	bf	bf	NOUN
ajis02-1551	294	14	operational	operational	ADJ
ajis02-1551	294	15	data	datum	NOUN
ajis02-1551	294	16	was	be	AUX
ajis02-1551	294	17	finally	finally	ADV
ajis02-1551	294	18	logged	log	VERB
ajis02-1551	294	19	as	as	ADP
ajis02-1551	294	20	a	a	DET
ajis02-1551	294	21	multi	multi	ADJ
ajis02-1551	294	22	-	-	ADJ
ajis02-1551	294	23	dimensional	dimensional	ADJ
ajis02-1551	294	24	time	time	NOUN
ajis02-1551	294	25	series	series	NOUN
ajis02-1551	294	26	.	.	PUNCT
ajis02-1551	295	1	as	as	SCONJ
ajis02-1551	295	2	the	the	DET
ajis02-1551	295	3	egbc	egbc	NOUN
ajis02-1551	295	4	framework	framework	NOUN
ajis02-1551	295	5	is	be	AUX
ajis02-1551	295	6	employed	employ	VERB
ajis02-1551	295	7	here	here	ADV
ajis02-1551	295	8	for	for	ADP
ajis02-1551	295	9	predicting	predict	VERB
ajis02-1551	295	10	the	the	DET
ajis02-1551	295	11	possible	possible	ADJ
ajis02-1551	295	12	changes	change	NOUN
ajis02-1551	295	13	of	of	ADP
ajis02-1551	295	14	future	future	ADJ
ajis02-1551	295	15	hmt	hmt	NOUN
ajis02-1551	295	16	based	base	VERB
ajis02-1551	295	17	on	on	ADP
ajis02-1551	295	18	current	current	ADJ
ajis02-1551	295	19	and	and	CCONJ
ajis02-1551	295	20	historical	historical	ADJ
ajis02-1551	295	21	observations	observation	NOUN
ajis02-1551	295	22	,	,	PUNCT
ajis02-1551	295	23	the	the	DET
ajis02-1551	295	24	associated	associated	ADJ
ajis02-1551	295	25	parameter	parameter	NOUN
ajis02-1551	295	26	settings	setting	NOUN
ajis02-1551	295	27	(	(	PUNCT
ajis02-1551	295	28	similar	similar	ADJ
ajis02-1551	295	29	from	from	ADP
ajis02-1551	295	30	the	the	DET
ajis02-1551	295	31	previous	previous	ADJ
ajis02-1551	295	32	sections	section	NOUN
ajis02-1551	295	33	)	)	PUNCT
ajis02-1551	295	34	will	will	AUX
ajis02-1551	295	35	not	not	PART
ajis02-1551	295	36	be	be	AUX
ajis02-1551	295	37	repeated	repeat	VERB
ajis02-1551	295	38	in	in	ADP
ajis02-1551	295	39	details	detail	NOUN
ajis02-1551	295	40	in	in	ADP
ajis02-1551	295	41	the	the	DET
ajis02-1551	295	42	remainder	remainder	NOUN
ajis02-1551	295	43	of	of	ADP
ajis02-1551	295	44	this	this	DET
ajis02-1551	295	45	section	section	NOUN
ajis02-1551	295	46	.	.	PUNCT
ajis02-1551	296	1	4.3.2	4.3.2	NUM
ajis02-1551	296	2	data	datum	NOUN
ajis02-1551	296	3	cleansing	cleansing	NOUN
ajis02-1551	296	4	and	and	CCONJ
ajis02-1551	296	5	event	event	NOUN
ajis02-1551	296	6	generation	generation	NOUN
ajis02-1551	296	7	the	the	DET
ajis02-1551	296	8	attributes	attribute	NOUN
ajis02-1551	296	9	in	in	ADP
ajis02-1551	296	10	the	the	DET
ajis02-1551	296	11	original	original	ADJ
ajis02-1551	296	12	bf	bf	NOUN
ajis02-1551	296	13	dataset	dataset	NOUN
ajis02-1551	296	14	were	be	AUX
ajis02-1551	296	15	collected	collect	VERB
ajis02-1551	296	16	at	at	ADP
ajis02-1551	296	17	differing	differ	VERB
ajis02-1551	296	18	sampling	sampling	NOUN
ajis02-1551	296	19	rates	rate	NOUN
ajis02-1551	296	20	,	,	PUNCT
ajis02-1551	296	21	some	some	DET
ajis02-1551	296	22	manually	manually	ADV
ajis02-1551	296	23	measured	measure	VERB
ajis02-1551	296	24	attributes	attribute	NOUN
ajis02-1551	296	25	are	be	AUX
ajis02-1551	296	26	also	also	ADV
ajis02-1551	296	27	entered	enter	VERB
ajis02-1551	296	28	at	at	ADP
ajis02-1551	296	29	irregular	irregular	ADJ
ajis02-1551	296	30	time	time	NOUN
ajis02-1551	296	31	intervals	interval	NOUN
ajis02-1551	296	32	.	.	PUNCT
ajis02-1551	297	1	within	within	ADP
ajis02-1551	297	2	many	many	ADJ
ajis02-1551	297	3	data	datum	NOUN
ajis02-1551	297	4	mining	mining	NOUN
ajis02-1551	297	5	methods	method	NOUN
ajis02-1551	297	6	,	,	PUNCT
ajis02-1551	297	7	this	this	PRON
ajis02-1551	297	8	is	be	AUX
ajis02-1551	297	9	often	often	ADV
ajis02-1551	297	10	considered	consider	VERB
ajis02-1551	297	11	as	as	ADP
ajis02-1551	297	12	a	a	DET
ajis02-1551	297	13	missing	miss	VERB
ajis02-1551	297	14	data	data	NOUN
ajis02-1551	297	15	scenario	scenario	NOUN
ajis02-1551	297	16	for	for	ADP
ajis02-1551	297	17	the	the	DET
ajis02-1551	297	18	low	low	ADJ
ajis02-1551	297	19	frequency	frequency	NOUN
ajis02-1551	297	20	attributes	attribute	NOUN
ajis02-1551	297	21	.	.	PUNCT
ajis02-1551	298	1	however	however	ADV
ajis02-1551	298	2	,	,	PUNCT
ajis02-1551	298	3	within	within	ADP
ajis02-1551	298	4	the	the	DET
ajis02-1551	298	5	egbc	egbc	NOUN
ajis02-1551	298	6	framework	framework	NOUN
ajis02-1551	298	7	,	,	PUNCT
ajis02-1551	298	8	events	event	NOUN
ajis02-1551	298	9	are	be	AUX
ajis02-1551	298	10	constructed	construct	VERB
ajis02-1551	298	11	based	base	VERB
ajis02-1551	298	12	on	on	ADP
ajis02-1551	298	13	individual	individual	ADJ
ajis02-1551	298	14	attributes	attribute	NOUN
ajis02-1551	298	15	,	,	PUNCT
ajis02-1551	298	16	according	accord	VERB
ajis02-1551	298	17	to	to	ADP
ajis02-1551	298	18	the	the	DET
ajis02-1551	298	19	temporal	temporal	ADJ
ajis02-1551	298	20	characteristic	characteristic	NOUN
ajis02-1551	298	21	of	of	ADP
ajis02-1551	298	22	each	each	DET
ajis02-1551	298	23	attribute	attribute	NOUN
ajis02-1551	298	24	,	,	PUNCT
ajis02-1551	298	25	customised	customised	ADJ
ajis02-1551	298	26	methods	method	NOUN
ajis02-1551	298	27	can	can	AUX
ajis02-1551	298	28	be	be	AUX
ajis02-1551	298	29	designed	design	VERB
ajis02-1551	298	30	for	for	ADP
ajis02-1551	298	31	feature	feature	NOUN
ajis02-1551	298	32	generation	generation	NOUN
ajis02-1551	298	33	from	from	ADP
ajis02-1551	298	34	attributes	attribute	NOUN
ajis02-1551	298	35	with	with	ADP
ajis02-1551	298	36	specific	specific	ADJ
ajis02-1551	298	37	constrains	constrain	NOUN
ajis02-1551	298	38	,	,	PUNCT
ajis02-1551	298	39	therefore	therefore	ADV
ajis02-1551	298	40	the	the	DET
ajis02-1551	298	41	interpolation	interpolation	NOUN
ajis02-1551	298	42	is	be	AUX
ajis02-1551	298	43	not	not	PART
ajis02-1551	298	44	necessary	necessary	ADJ
ajis02-1551	298	45	on	on	ADP
ajis02-1551	298	46	the	the	DET
ajis02-1551	298	47	original	original	ADJ
ajis02-1551	298	48	dataset	dataset	NOUN
ajis02-1551	298	49	because	because	SCONJ
ajis02-1551	298	50	of	of	ADP
ajis02-1551	298	51	this	this	DET
ajis02-1551	298	52	flexibility	flexibility	NOUN
ajis02-1551	298	53	.	.	PUNCT
ajis02-1551	299	1	although	although	SCONJ
ajis02-1551	299	2	the	the	DET
ajis02-1551	299	3	temporal	temporal	ADJ
ajis02-1551	299	4	misalignment	misalignment	NOUN
ajis02-1551	299	5	among	among	ADP
ajis02-1551	299	6	attributes	attribute	NOUN
ajis02-1551	299	7	is	be	AUX
ajis02-1551	299	8	inevitable	inevitable	ADJ
ajis02-1551	299	9	,	,	PUNCT
ajis02-1551	299	10	the	the	DET
ajis02-1551	299	11	egbc	egbc	NOUN
ajis02-1551	299	12	framework	framework	NOUN
ajis02-1551	299	13	is	be	AUX
ajis02-1551	299	14	designed	design	VERB
ajis02-1551	299	15	to	to	PART
ajis02-1551	299	16	accommodate	accommodate	VERB
ajis02-1551	299	17	such	such	ADJ
ajis02-1551	299	18	attributes	attribute	NOUN
ajis02-1551	299	19	with	with	ADP
ajis02-1551	299	20	known	know	VERB
ajis02-1551	299	21	time	time	NOUN
ajis02-1551	299	22	shifts	shift	NOUN
ajis02-1551	299	23	,	,	PUNCT
ajis02-1551	299	24	these	these	PRON
ajis02-1551	299	25	are	be	AUX
ajis02-1551	299	26	approximately	approximately	ADV
ajis02-1551	299	27	aligned	align	VERB
ajis02-1551	299	28	with	with	ADP
ajis02-1551	299	29	other	other	ADJ
ajis02-1551	299	30	attributes	attribute	NOUN
ajis02-1551	299	31	in	in	ADP
ajis02-1551	299	32	order	order	NOUN
ajis02-1551	299	33	to	to	PART
ajis02-1551	299	34	reduce	reduce	VERB
ajis02-1551	299	35	the	the	DET
ajis02-1551	299	36	number	number	NOUN
ajis02-1551	299	37	of	of	ADP
ajis02-1551	299	38	irrelevant	irrelevant	ADJ
ajis02-1551	299	39	events	event	NOUN
ajis02-1551	299	40	being	be	AUX
ajis02-1551	299	41	included	include	VERB
ajis02-1551	299	42	.	.	PUNCT
ajis02-1551	300	1	by	by	ADP
ajis02-1551	300	2	doing	do	VERB
ajis02-1551	300	3	so	so	ADV
ajis02-1551	300	4	,	,	PUNCT
ajis02-1551	300	5	the	the	DET
ajis02-1551	300	6	grouping	group	VERB
ajis02-1551	300	7	window	window	NOUN
ajis02-1551	300	8	for	for	ADP
ajis02-1551	300	9	this	this	DET
ajis02-1551	300	10	task	task	NOUN
ajis02-1551	300	11	was	be	AUX
ajis02-1551	300	12	consequently	consequently	ADV
ajis02-1551	300	13	set	set	VERB
ajis02-1551	300	14	at	at	ADP
ajis02-1551	300	15	three	three	NUM
ajis02-1551	300	16	hours	hour	NOUN
ajis02-1551	300	17	,	,	PUNCT
ajis02-1551	300	18	instead	instead	ADV
ajis02-1551	300	19	of	of	ADP
ajis02-1551	300	20	more	more	ADJ
ajis02-1551	300	21	than	than	ADP
ajis02-1551	300	22	eight	eight	NUM
ajis02-1551	300	23	hours	hour	NOUN
ajis02-1551	300	24	as	as	ADP
ajis02-1551	300	25	in	in	ADP
ajis02-1551	300	26	the	the	DET
ajis02-1551	300	27	raw	raw	ADJ
ajis02-1551	300	28	data	datum	NOUN
ajis02-1551	300	29	.	.	PUNCT
ajis02-1551	301	1	due	due	ADP
ajis02-1551	301	2	to	to	ADP
ajis02-1551	301	3	a	a	DET
ajis02-1551	301	4	lack	lack	NOUN
ajis02-1551	301	5	of	of	ADP
ajis02-1551	301	6	specific	specific	ADJ
ajis02-1551	301	7	knowledge	knowledge	NOUN
ajis02-1551	301	8	on	on	ADP
ajis02-1551	301	9	all	all	PRON
ajis02-1551	301	10	of	of	ADP
ajis02-1551	301	11	the	the	DET
ajis02-1551	301	12	individual	individual	ADJ
ajis02-1551	301	13	attributes	attribute	NOUN
ajis02-1551	301	14	,	,	PUNCT
ajis02-1551	301	15	events	event	NOUN
ajis02-1551	301	16	in	in	ADP
ajis02-1551	301	17	this	this	DET
ajis02-1551	301	18	case	case	NOUN
ajis02-1551	301	19	were	be	AUX
ajis02-1551	301	20	selected	select	VERB
ajis02-1551	301	21	to	to	PART
ajis02-1551	301	22	be	be	AUX
ajis02-1551	301	23	the	the	DET
ajis02-1551	301	24	intuitively	intuitively	ADV
ajis02-1551	301	25	shape	shape	NOUN
ajis02-1551	301	26	-	-	PUNCT
ajis02-1551	301	27	based	base	VERB
ajis02-1551	301	28	.	.	PUNCT
ajis02-1551	302	1	an	an	DET
ajis02-1551	302	2	extended	extend	VERB
ajis02-1551	302	3	symbolic	symbolic	ADJ
ajis02-1551	302	4	aggregate	aggregate	NOUN
ajis02-1551	302	5	approximation	approximation	NOUN
ajis02-1551	302	6	(	(	PUNCT
ajis02-1551	302	7	sax	sax	NOUN
ajis02-1551	302	8	)	)	PUNCT
ajis02-1551	302	9	algorithm	algorithm	NOUN
ajis02-1551	302	10	,	,	PUNCT
ajis02-1551	302	11	variance	variance	NOUN
ajis02-1551	302	12	-	-	ADJ
ajis02-1551	302	13	wise	wise	ADJ
ajis02-1551	302	14	sax	sax	NOUN
ajis02-1551	302	15	(	(	PUNCT
ajis02-1551	302	16	sun	sun	PROPN
ajis02-1551	302	17	et	et	PROPN
ajis02-1551	302	18	al	al	PROPN
ajis02-1551	302	19	.	.	PROPN
ajis02-1551	302	20	2013	2013	NUM
ajis02-1551	302	21	)	)	PUNCT
ajis02-1551	302	22	,	,	PUNCT
ajis02-1551	302	23	is	be	AUX
ajis02-1551	302	24	utilised	utilise	VERB
ajis02-1551	302	25	for	for	ADP
ajis02-1551	302	26	dynamically	dynamically	ADV
ajis02-1551	302	27	converting	convert	VERB
ajis02-1551	302	28	all	all	DET
ajis02-1551	302	29	attributes	attribute	NOUN
ajis02-1551	302	30	in	in	ADP
ajis02-1551	302	31	to	to	ADP
ajis02-1551	302	32	sax	sax	PROPN
ajis02-1551	302	33	motifs	motif	NOUN
ajis02-1551	302	34	.	.	PUNCT
ajis02-1551	303	1	within	within	ADP
ajis02-1551	303	2	every	every	DET
ajis02-1551	303	3	training	training	NOUN
ajis02-1551	303	4	period	period	NOUN
ajis02-1551	303	5	,	,	PUNCT
ajis02-1551	303	6	the	the	DET
ajis02-1551	303	7	mean	mean	ADJ
ajis02-1551	303	8	and	and	CCONJ
ajis02-1551	303	9	standard	standard	ADJ
ajis02-1551	303	10	deviation	deviation	NOUN
ajis02-1551	303	11	values	value	NOUN
ajis02-1551	303	12	are	be	AUX
ajis02-1551	303	13	recalculated	recalculate	VERB
ajis02-1551	303	14	based	base	VERB
ajis02-1551	303	15	on	on	ADP
ajis02-1551	303	16	the	the	DET
ajis02-1551	303	17	up	up	ADP
ajis02-1551	303	18	-	-	PUNCT
ajis02-1551	303	19	to	to	ADP
ajis02-1551	303	20	-	-	PUNCT
ajis02-1551	303	21	date	date	NOUN
ajis02-1551	303	22	history	history	NOUN
ajis02-1551	303	23	so	so	SCONJ
ajis02-1551	303	24	that	that	SCONJ
ajis02-1551	303	25	the	the	DET
ajis02-1551	303	26	equiprobable	equiprobable	ADJ
ajis02-1551	303	27	zones	zone	NOUN
ajis02-1551	303	28	reflect	reflect	VERB
ajis02-1551	303	29	the	the	DET
ajis02-1551	303	30	true	true	ADJ
ajis02-1551	303	31	historical	historical	ADJ
ajis02-1551	303	32	information	information	NOUN
ajis02-1551	303	33	.	.	PUNCT
ajis02-1551	304	1	variance	variance	NOUN
ajis02-1551	304	2	-	-	ADJ
ajis02-1551	304	3	wise	wise	ADJ
ajis02-1551	304	4	sax	sax	NOUN
ajis02-1551	304	5	produces	produce	VERB
ajis02-1551	304	6	varying	vary	VERB
ajis02-1551	304	7	numbers	number	NOUN
ajis02-1551	304	8	of	of	ADP
ajis02-1551	304	9	motifs	motif	NOUN
ajis02-1551	304	10	within	within	ADP
ajis02-1551	304	11	a	a	DET
ajis02-1551	304	12	selected	select	VERB
ajis02-1551	304	13	period	period	NOUN
ajis02-1551	304	14	.	.	PUNCT
ajis02-1551	305	1	active	active	ADJ
ajis02-1551	305	2	attributes	attribute	NOUN
ajis02-1551	305	3	are	be	AUX
ajis02-1551	305	4	automatically	automatically	ADV
ajis02-1551	305	5	transformed	transform	VERB
ajis02-1551	305	6	into	into	ADP
ajis02-1551	305	7	more	more	ADJ
ajis02-1551	305	8	sax	sax	NOUN
ajis02-1551	305	9	motifs	motif	NOUN
ajis02-1551	305	10	with	with	ADP
ajis02-1551	305	11	finer	fine	ADJ
ajis02-1551	305	12	details	detail	NOUN
ajis02-1551	305	13	of	of	ADP
ajis02-1551	305	14	the	the	DET
ajis02-1551	305	15	sequence	sequence	NOUN
ajis02-1551	305	16	,	,	PUNCT
ajis02-1551	305	17	and	and	CCONJ
ajis02-1551	305	18	on	on	ADP
ajis02-1551	305	19	the	the	DET
ajis02-1551	305	20	contrary	contrary	NOUN
ajis02-1551	305	21	,	,	PUNCT
ajis02-1551	305	22	less	less	ADV
ajis02-1551	305	23	active	active	ADJ
ajis02-1551	305	24	attributes	attribute	NOUN
ajis02-1551	305	25	incur	incur	VERB
ajis02-1551	305	26	fewer	few	ADJ
ajis02-1551	305	27	motifs	motif	NOUN
ajis02-1551	305	28	that	that	PRON
ajis02-1551	305	29	abstract	abstract	ADV
ajis02-1551	305	30	larger	large	ADJ
ajis02-1551	305	31	time	time	NOUN
ajis02-1551	305	32	spans	span	NOUN
ajis02-1551	305	33	with	with	ADP
ajis02-1551	305	34	fewer	few	ADJ
ajis02-1551	305	35	details	detail	NOUN
ajis02-1551	305	36	.	.	PUNCT
ajis02-1551	306	1	the	the	DET
ajis02-1551	306	2	sax	sax	PROPN
ajis02-1551	306	3	motifs	motif	NOUN
ajis02-1551	306	4	are	be	AUX
ajis02-1551	306	5	further	far	ADV
ajis02-1551	306	6	converted	convert	VERB
ajis02-1551	306	7	into	into	ADP
ajis02-1551	306	8	events	event	NOUN
ajis02-1551	306	9	using	use	VERB
ajis02-1551	306	10	a	a	DET
ajis02-1551	306	11	k	k	ADJ
ajis02-1551	306	12	-	-	PUNCT
ajis02-1551	306	13	medoids	medoid	NOUN
ajis02-1551	306	14	clustering	clustering	ADJ
ajis02-1551	306	15	algorithm	algorithm	NOUN
ajis02-1551	306	16	.	.	PUNCT
ajis02-1551	307	1	in	in	ADP
ajis02-1551	307	2	each	each	DET
ajis02-1551	307	3	training	training	NOUN
ajis02-1551	307	4	period	period	NOUN
ajis02-1551	307	5	,	,	PUNCT
ajis02-1551	307	6	all	all	DET
ajis02-1551	307	7	sax	sax	NOUN
ajis02-1551	307	8	motifs	motif	NOUN
ajis02-1551	307	9	from	from	ADP
ajis02-1551	307	10	each	each	DET
ajis02-1551	307	11	individual	individual	ADJ
ajis02-1551	307	12	attribute	attribute	NOUN
ajis02-1551	307	13	are	be	AUX
ajis02-1551	307	14	gathered	gather	VERB
ajis02-1551	307	15	and	and	CCONJ
ajis02-1551	307	16	clustered	cluster	VERB
ajis02-1551	307	17	into	into	ADP
ajis02-1551	307	18	a	a	DET
ajis02-1551	307	19	fixed	fix	VERB
ajis02-1551	307	20	number	number	NOUN
ajis02-1551	307	21	of	of	ADP
ajis02-1551	307	22	clusters	cluster	NOUN
ajis02-1551	307	23	,	,	PUNCT
ajis02-1551	307	24	and	and	CCONJ
ajis02-1551	307	25	these	these	DET
ajis02-1551	307	26	clusters	cluster	NOUN
ajis02-1551	307	27	are	be	AUX
ajis02-1551	307	28	in	in	ADP
ajis02-1551	307	29	-	-	PUNCT
ajis02-1551	307	30	turn	turn	NOUN
ajis02-1551	307	31	used	use	VERB
ajis02-1551	307	32	as	as	ADP
ajis02-1551	307	33	the	the	DET
ajis02-1551	307	34	shape	shape	NOUN
ajis02-1551	307	35	-	-	PUNCT
ajis02-1551	307	36	based	base	VERB
ajis02-1551	307	37	events	event	NOUN
ajis02-1551	307	38	.	.	PUNCT
ajis02-1551	308	1	because	because	SCONJ
ajis02-1551	308	2	the	the	DET
ajis02-1551	308	3	number	number	NOUN
ajis02-1551	308	4	of	of	ADP
ajis02-1551	308	5	event	event	NOUN
ajis02-1551	308	6	combinations	combination	NOUN
ajis02-1551	308	7	generated	generate	VERB
ajis02-1551	308	8	during	during	ADP
ajis02-1551	308	9	the	the	DET
ajis02-1551	308	10	xon	xon	PROPN
ajis02-1551	308	11	training	training	NOUN
ajis02-1551	308	12	process	process	NOUN
ajis02-1551	308	13	is	be	AUX
ajis02-1551	308	14	exponential	exponential	ADJ
ajis02-1551	308	15	to	to	ADP
ajis02-1551	308	16	the	the	DET
ajis02-1551	308	17	number	number	NOUN
ajis02-1551	308	18	of	of	ADP
ajis02-1551	308	19	attributes	attribute	NOUN
ajis02-1551	308	20	and	and	CCONJ
ajis02-1551	308	21	the	the	DET
ajis02-1551	308	22	number	number	NOUN
ajis02-1551	308	23	of	of	ADP
ajis02-1551	308	24	individual	individual	ADJ
ajis02-1551	308	25	features	feature	NOUN
ajis02-1551	308	26	per	per	ADP
ajis02-1551	308	27	attribute	attribute	NOUN
ajis02-1551	308	28	,	,	PUNCT
ajis02-1551	308	29	and	and	CCONJ
ajis02-1551	308	30	the	the	DET
ajis02-1551	308	31	capacity	capacity	NOUN
ajis02-1551	308	32	and	and	CCONJ
ajis02-1551	308	33	performance	performance	NOUN
ajis02-1551	308	34	of	of	ADP
ajis02-1551	308	35	the	the	DET
ajis02-1551	308	36	test	test	NOUN
ajis02-1551	308	37	platform	platform	NOUN
ajis02-1551	308	38	and	and	CCONJ
ajis02-1551	308	39	the	the	DET
ajis02-1551	308	40	number	number	NOUN
ajis02-1551	308	41	of	of	ADP
ajis02-1551	308	42	attributes	attribute	NOUN
ajis02-1551	308	43	in	in	ADP
ajis02-1551	308	44	the	the	DET
ajis02-1551	308	45	bf	bf	NOUN
ajis02-1551	308	46	dataset	dataset	NOUN
ajis02-1551	308	47	(	(	PUNCT
ajis02-1551	308	48	over	over	ADP
ajis02-1551	308	49	30	30	NUM
ajis02-1551	308	50	)	)	PUNCT
ajis02-1551	308	51	,	,	PUNCT
ajis02-1551	308	52	the	the	DET
ajis02-1551	308	53	number	number	NOUN
ajis02-1551	308	54	of	of	ADP
ajis02-1551	308	55	clusters	cluster	NOUN
ajis02-1551	308	56	for	for	ADP
ajis02-1551	308	57	each	each	DET
ajis02-1551	308	58	attribute	attribute	NOUN
ajis02-1551	308	59	is	be	AUX
ajis02-1551	308	60	limited	limit	VERB
ajis02-1551	308	61	to	to	ADP
ajis02-1551	308	62	seven	seven	NUM
ajis02-1551	308	63	or	or	CCONJ
ajis02-1551	308	64	nine	nine	NUM
ajis02-1551	308	65	clusters	cluster	NOUN
ajis02-1551	308	66	per	per	ADP
ajis02-1551	308	67	attribute	attribute	NOUN
ajis02-1551	308	68	,	,	PUNCT
ajis02-1551	308	69	such	such	ADJ
ajis02-1551	308	70	that	that	SCONJ
ajis02-1551	308	71	the	the	DET
ajis02-1551	308	72	overall	overall	ADJ
ajis02-1551	308	73	number	number	NOUN
ajis02-1551	308	74	of	of	ADP
ajis02-1551	308	75	events	event	NOUN
ajis02-1551	308	76	are	be	AUX
ajis02-1551	308	77	under	under	ADP
ajis02-1551	308	78	control	control	NOUN
ajis02-1551	308	79	in	in	ADP
ajis02-1551	308	80	the	the	DET
ajis02-1551	308	81	following	follow	VERB
ajis02-1551	308	82	xon	xon	PROPN
ajis02-1551	308	83	modelling	modelling	NOUN
ajis02-1551	308	84	stage	stage	NOUN
ajis02-1551	308	85	.	.	PUNCT
ajis02-1551	309	1	australasian	australasian	ADJ
ajis02-1551	309	2	journal	journal	NOUN
ajis02-1551	309	3	of	of	ADP
ajis02-1551	309	4	information	information	NOUN
ajis02-1551	309	5	systems	systems	PROPN
ajis02-1551	309	6	sun	sun	PROPN
ajis02-1551	309	7	&	&	CCONJ
ajis02-1551	309	8	stirling	stirling	PROPN
ajis02-1551	309	9	2017	2017	NUM
ajis02-1551	309	10	,	,	PUNCT
ajis02-1551	309	11	vol	vol	NOUN
ajis02-1551	309	12	21	21	NUM
ajis02-1551	309	13	,	,	PUNCT
ajis02-1551	309	14	selected	select	VERB
ajis02-1551	309	15	papers	paper	NOUN
ajis02-1551	309	16	from	from	ADP
ajis02-1551	309	17	ausdm	ausdm	PROPN
ajis02-1551	309	18	event	event	NOUN
ajis02-1551	309	19	group	group	NOUN
ajis02-1551	309	20	based	base	VERB
ajis02-1551	309	21	classification	classification	NOUN
ajis02-1551	309	22	framework	framework	NOUN
ajis02-1551	309	23	16	16	NUM
ajis02-1551	309	24	4.3.3	4.3.3	NUM
ajis02-1551	309	25	ensemble	ensemble	ADJ
ajis02-1551	309	26	learning	learning	NOUN
ajis02-1551	309	27	with	with	ADP
ajis02-1551	309	28	xon	xon	PROPN
ajis02-1551	309	29	models	model	NOUN
ajis02-1551	309	30	the	the	DET
ajis02-1551	309	31	xon	xon	PROPN
ajis02-1551	309	32	decision	decision	NOUN
ajis02-1551	309	33	tree	tree	NOUN
ajis02-1551	309	34	classifier	classifier	NOUN
ajis02-1551	309	35	becomes	become	VERB
ajis02-1551	309	36	the	the	DET
ajis02-1551	309	37	central	central	ADJ
ajis02-1551	309	38	modelling	modelling	NOUN
ajis02-1551	309	39	function	function	NOUN
ajis02-1551	309	40	.	.	PUNCT
ajis02-1551	310	1	however	however	ADV
ajis02-1551	310	2	,	,	PUNCT
ajis02-1551	310	3	because	because	SCONJ
ajis02-1551	310	4	of	of	ADP
ajis02-1551	310	5	the	the	DET
ajis02-1551	310	6	stochastic	stochastic	ADJ
ajis02-1551	310	7	nature	nature	NOUN
ajis02-1551	310	8	of	of	ADP
ajis02-1551	310	9	the	the	DET
ajis02-1551	310	10	bf	bf	NOUN
ajis02-1551	310	11	,	,	PUNCT
ajis02-1551	310	12	it	it	PRON
ajis02-1551	310	13	is	be	AUX
ajis02-1551	310	14	unlikely	unlikely	ADJ
ajis02-1551	310	15	that	that	SCONJ
ajis02-1551	310	16	any	any	DET
ajis02-1551	310	17	individual	individual	ADJ
ajis02-1551	310	18	model	model	NOUN
ajis02-1551	310	19	would	would	AUX
ajis02-1551	310	20	fully	fully	ADV
ajis02-1551	310	21	describe	describe	VERB
ajis02-1551	310	22	the	the	DET
ajis02-1551	310	23	problem	problem	NOUN
ajis02-1551	310	24	and	and	CCONJ
ajis02-1551	310	25	produce	produce	VERB
ajis02-1551	310	26	reliable	reliable	ADJ
ajis02-1551	310	27	predictions	prediction	NOUN
ajis02-1551	310	28	.	.	PUNCT
ajis02-1551	311	1	in	in	ADP
ajis02-1551	311	2	order	order	NOUN
ajis02-1551	311	3	to	to	PART
ajis02-1551	311	4	improve	improve	VERB
ajis02-1551	311	5	the	the	DET
ajis02-1551	311	6	overall	overall	ADJ
ajis02-1551	311	7	performance	performance	NOUN
ajis02-1551	311	8	,	,	PUNCT
ajis02-1551	311	9	multiple	multiple	ADJ
ajis02-1551	311	10	best	well	ADV
ajis02-1551	311	11	performing	perform	VERB
ajis02-1551	311	12	base	base	NOUN
ajis02-1551	311	13	-	-	PUNCT
ajis02-1551	311	14	xon	xon	NUM
ajis02-1551	311	15	models	model	NOUN
ajis02-1551	311	16	are	be	AUX
ajis02-1551	311	17	employed	employ	VERB
ajis02-1551	311	18	for	for	ADP
ajis02-1551	311	19	building	build	VERB
ajis02-1551	311	20	an	an	DET
ajis02-1551	311	21	ensemble	ensemble	ADJ
ajis02-1551	311	22	model	model	NOUN
ajis02-1551	311	23	to	to	PART
ajis02-1551	311	24	vote	vote	VERB
ajis02-1551	311	25	for	for	ADP
ajis02-1551	311	26	a	a	DET
ajis02-1551	311	27	final	final	ADJ
ajis02-1551	311	28	prediction	prediction	NOUN
ajis02-1551	311	29	of	of	ADP
ajis02-1551	311	30	hmt	hmt	NOUN
ajis02-1551	311	31	in	in	ADP
ajis02-1551	311	32	the	the	DET
ajis02-1551	311	33	test	test	NOUN
ajis02-1551	311	34	dataset	dataset	NOUN
ajis02-1551	311	35	.	.	PUNCT
ajis02-1551	312	1	additionally	additionally	ADV
ajis02-1551	312	2	,	,	PUNCT
ajis02-1551	312	3	as	as	SCONJ
ajis02-1551	312	4	the	the	DET
ajis02-1551	312	5	process	process	NOUN
ajis02-1551	312	6	modality	modality	NOUN
ajis02-1551	312	7	of	of	ADP
ajis02-1551	312	8	the	the	DET
ajis02-1551	312	9	bf	bf	NOUN
ajis02-1551	312	10	changes	change	NOUN
ajis02-1551	312	11	over	over	ADP
ajis02-1551	312	12	time	time	NOUN
ajis02-1551	312	13	,	,	PUNCT
ajis02-1551	312	14	models	model	NOUN
ajis02-1551	312	15	are	be	AUX
ajis02-1551	312	16	retrained	retrain	VERB
ajis02-1551	312	17	periodically	periodically	ADV
ajis02-1551	312	18	by	by	ADP
ajis02-1551	312	19	sliding	slide	VERB
ajis02-1551	312	20	through	through	ADP
ajis02-1551	312	21	the	the	DET
ajis02-1551	312	22	whole	whole	ADJ
ajis02-1551	312	23	ten	ten	NUM
ajis02-1551	312	24	months	month	NOUN
ajis02-1551	312	25	of	of	ADP
ajis02-1551	312	26	data	datum	NOUN
ajis02-1551	312	27	(	(	PUNCT
ajis02-1551	312	28	in	in	ADP
ajis02-1551	312	29	the	the	DET
ajis02-1551	312	30	step	step	NOUN
ajis02-1551	312	31	of	of	ADP
ajis02-1551	312	32	7	7	NUM
ajis02-1551	312	33	days	day	NOUN
ajis02-1551	312	34	)	)	PUNCT
ajis02-1551	312	35	and	and	CCONJ
ajis02-1551	312	36	segmenting	segment	VERB
ajis02-1551	312	37	these	these	PRON
ajis02-1551	312	38	into	into	ADP
ajis02-1551	312	39	36	36	NUM
ajis02-1551	312	40	overlapped	overlapped	ADJ
ajis02-1551	312	41	sets	set	NOUN
ajis02-1551	312	42	,	,	PUNCT
ajis02-1551	312	43	each	each	PRON
ajis02-1551	312	44	includes	include	VERB
ajis02-1551	312	45	40	40	NUM
ajis02-1551	312	46	days	day	NOUN
ajis02-1551	312	47	of	of	ADP
ajis02-1551	312	48	training	training	NOUN
ajis02-1551	312	49	data	datum	NOUN
ajis02-1551	312	50	and	and	CCONJ
ajis02-1551	312	51	subsequently	subsequently	ADV
ajis02-1551	312	52	utilising	utilise	VERB
ajis02-1551	312	53	the	the	DET
ajis02-1551	312	54	following	follow	VERB
ajis02-1551	312	55	7	7	NUM
ajis02-1551	312	56	days	day	NOUN
ajis02-1551	312	57	as	as	ADP
ajis02-1551	312	58	test	test	NOUN
ajis02-1551	312	59	data	datum	NOUN
ajis02-1551	312	60	.	.	PUNCT
ajis02-1551	313	1	from	from	ADP
ajis02-1551	313	2	each	each	PRON
ajis02-1551	313	3	of	of	ADP
ajis02-1551	313	4	these	these	DET
ajis02-1551	313	5	data	datum	NOUN
ajis02-1551	313	6	segments	segment	NOUN
ajis02-1551	313	7	,	,	PUNCT
ajis02-1551	313	8	48	48	NUM
ajis02-1551	313	9	xon	xon	PROPN
ajis02-1551	313	10	trees	tree	NOUN
ajis02-1551	313	11	are	be	AUX
ajis02-1551	313	12	generated	generate	VERB
ajis02-1551	313	13	by	by	ADP
ajis02-1551	313	14	adjusting	adjust	VERB
ajis02-1551	313	15	such	such	ADJ
ajis02-1551	313	16	parameters	parameter	NOUN
ajis02-1551	313	17	as	as	ADP
ajis02-1551	313	18	:	:	PUNCT
ajis02-1551	313	19	groupwin	groupwin	NOUN
ajis02-1551	313	20	,	,	PUNCT
ajis02-1551	313	21	clusterno	clusterno	NOUN
ajis02-1551	313	22	etc	etc	X
ajis02-1551	313	23	.	.	PUNCT
ajis02-1551	314	1	every	every	DET
ajis02-1551	314	2	tree	tree	NOUN
ajis02-1551	314	3	is	be	AUX
ajis02-1551	314	4	further	far	ADV
ajis02-1551	314	5	expanded	expand	VERB
ajis02-1551	314	6	into	into	ADP
ajis02-1551	314	7	15	15	NUM
ajis02-1551	314	8	variations	variation	NOUN
ajis02-1551	314	9	by	by	ADP
ajis02-1551	314	10	altering	alter	VERB
ajis02-1551	314	11	the	the	DET
ajis02-1551	314	12	pruning	prune	VERB
ajis02-1551	314	13	parameters	parameter	NOUN
ajis02-1551	314	14	.	.	PUNCT
ajis02-1551	315	1	seven	seven	NUM
ajis02-1551	315	2	of	of	ADP
ajis02-1551	315	3	the	the	DET
ajis02-1551	315	4	best	well	ADV
ajis02-1551	315	5	performing	perform	VERB
ajis02-1551	315	6	historical	historical	ADJ
ajis02-1551	315	7	models	model	NOUN
ajis02-1551	315	8	,	,	PUNCT
ajis02-1551	315	9	from	from	ADP
ajis02-1551	315	10	a	a	DET
ajis02-1551	315	11	prior	prior	ADJ
ajis02-1551	315	12	(	(	PUNCT
ajis02-1551	315	13	ts	ts	NOUN
ajis02-1551	315	14	)	)	PUNCT
ajis02-1551	315	15	segment	segment	NOUN
ajis02-1551	315	16	plus	plus	CCONJ
ajis02-1551	315	17	two	two	NUM
ajis02-1551	315	18	newly	newly	ADV
ajis02-1551	315	19	trained	train	VERB
ajis02-1551	315	20	models	model	NOUN
ajis02-1551	315	21	form	form	VERB
ajis02-1551	315	22	a	a	DET
ajis02-1551	315	23	pool	pool	NOUN
ajis02-1551	315	24	of	of	ADP
ajis02-1551	315	25	models	model	NOUN
ajis02-1551	315	26	in	in	ADP
ajis02-1551	315	27	each	each	DET
ajis02-1551	315	28	new	new	ADJ
ajis02-1551	315	29	data	data	NOUN
ajis02-1551	315	30	segment	segment	NOUN
ajis02-1551	315	31	–	–	PUNCT
ajis02-1551	315	32	subsequent	subsequent	ADJ
ajis02-1551	315	33	predictions	prediction	NOUN
ajis02-1551	315	34	are	be	AUX
ajis02-1551	315	35	then	then	ADV
ajis02-1551	315	36	made	make	VERB
ajis02-1551	315	37	over	over	ADP
ajis02-1551	315	38	the	the	DET
ajis02-1551	315	39	test	test	NOUN
ajis02-1551	315	40	data	datum	NOUN
ajis02-1551	315	41	(	(	PUNCT
ajis02-1551	315	42	remaining	remain	VERB
ajis02-1551	315	43	7	7	NUM
ajis02-1551	315	44	days	day	NOUN
ajis02-1551	315	45	of	of	ADP
ajis02-1551	315	46	a	a	DET
ajis02-1551	315	47	data	data	NOUN
ajis02-1551	315	48	segment	segment	NOUN
ajis02-1551	315	49	)	)	PUNCT
ajis02-1551	315	50	for	for	ADP
ajis02-1551	315	51	evaluation	evaluation	NOUN
ajis02-1551	315	52	.	.	PUNCT
ajis02-1551	316	1	all	all	DET
ajis02-1551	316	2	xon	xon	PROPN
ajis02-1551	316	3	trees	tree	NOUN
ajis02-1551	316	4	were	be	AUX
ajis02-1551	316	5	fully	fully	ADV
ajis02-1551	316	6	grown	grow	VERB
ajis02-1551	316	7	and	and	CCONJ
ajis02-1551	316	8	pruned	prune	VERB
ajis02-1551	316	9	back	back	ADV
ajis02-1551	316	10	differently	differently	ADV
ajis02-1551	316	11	,	,	PUNCT
ajis02-1551	316	12	as	as	SCONJ
ajis02-1551	316	13	the	the	DET
ajis02-1551	316	14	following	follow	VERB
ajis02-1551	316	15	(	(	PUNCT
ajis02-1551	316	16	subsequent	subsequent	ADJ
ajis02-1551	316	17	)	)	PUNCT
ajis02-1551	316	18	testing	testing	NOUN
ajis02-1551	316	19	data	datum	NOUN
ajis02-1551	316	20	is	be	AUX
ajis02-1551	316	21	not	not	PART
ajis02-1551	316	22	available	available	ADJ
ajis02-1551	316	23	before	before	SCONJ
ajis02-1551	316	24	the	the	DET
ajis02-1551	316	25	training	training	NOUN
ajis02-1551	316	26	finished	finish	VERB
ajis02-1551	316	27	,	,	PUNCT
ajis02-1551	316	28	the	the	DET
ajis02-1551	316	29	newly	newly	ADV
ajis02-1551	316	30	added	add	VERB
ajis02-1551	316	31	models	model	NOUN
ajis02-1551	316	32	are	be	AUX
ajis02-1551	316	33	then	then	ADV
ajis02-1551	316	34	selected	select	VERB
ajis02-1551	316	35	based	base	VERB
ajis02-1551	316	36	on	on	ADP
ajis02-1551	316	37	evaluations	evaluation	NOUN
ajis02-1551	316	38	over	over	ADP
ajis02-1551	316	39	the	the	DET
ajis02-1551	316	40	training	training	NOUN
ajis02-1551	316	41	dataset	dataset	NOUN
ajis02-1551	316	42	,	,	PUNCT
ajis02-1551	316	43	thus	thus	ADV
ajis02-1551	316	44	over	over	ADV
ajis02-1551	316	45	-	-	PUNCT
ajis02-1551	316	46	fitting	fitting	NOUN
ajis02-1551	316	47	is	be	AUX
ajis02-1551	316	48	expected	expect	VERB
ajis02-1551	316	49	.	.	PUNCT
ajis02-1551	317	1	however	however	ADV
ajis02-1551	317	2	,	,	PUNCT
ajis02-1551	317	3	over	over	ADV
ajis02-1551	317	4	-	-	PUNCT
ajis02-1551	317	5	fitted	fit	VERB
ajis02-1551	317	6	models	model	NOUN
ajis02-1551	317	7	can	can	AUX
ajis02-1551	317	8	also	also	ADV
ajis02-1551	317	9	be	be	AUX
ajis02-1551	317	10	useful	useful	ADJ
ajis02-1551	317	11	for	for	ADP
ajis02-1551	317	12	ensemble	ensemble	ADJ
ajis02-1551	317	13	models	model	NOUN
ajis02-1551	317	14	(	(	PUNCT
ajis02-1551	317	15	sollich	sollich	PROPN
ajis02-1551	317	16	and	and	CCONJ
ajis02-1551	317	17	krogh	krogh	ADJ
ajis02-1551	317	18	1996	1996	NUM
ajis02-1551	317	19	)	)	PUNCT
ajis02-1551	317	20	.	.	PUNCT
ajis02-1551	318	1	further	far	ADV
ajis02-1551	318	2	,	,	PUNCT
ajis02-1551	318	3	all	all	DET
ajis02-1551	318	4	other	other	ADJ
ajis02-1551	318	5	models	model	NOUN
ajis02-1551	318	6	were	be	AUX
ajis02-1551	318	7	evaluated	evaluate	VERB
ajis02-1551	318	8	and	and	CCONJ
ajis02-1551	318	9	selected	select	VERB
ajis02-1551	318	10	(	(	PUNCT
ajis02-1551	318	11	and	and	CCONJ
ajis02-1551	318	12	deselected	deselecte	VERB
ajis02-1551	318	13	)	)	PUNCT
ajis02-1551	318	14	based	base	VERB
ajis02-1551	318	15	on	on	ADP
ajis02-1551	318	16	the	the	DET
ajis02-1551	318	17	historical	historical	ADJ
ajis02-1551	318	18	testing	testing	NOUN
ajis02-1551	318	19	data	datum	NOUN
ajis02-1551	318	20	,	,	PUNCT
ajis02-1551	318	21	therefore	therefore	ADV
ajis02-1551	318	22	the	the	DET
ajis02-1551	318	23	possible	possible	ADJ
ajis02-1551	318	24	occurrence	occurrence	NOUN
ajis02-1551	318	25	of	of	ADP
ajis02-1551	318	26	over	over	ADV
ajis02-1551	318	27	-	-	PUNCT
ajis02-1551	318	28	fitting	fitting	NOUN
ajis02-1551	318	29	during	during	ADP
ajis02-1551	318	30	the	the	DET
ajis02-1551	318	31	training	training	NOUN
ajis02-1551	318	32	process	process	NOUN
ajis02-1551	318	33	is	be	AUX
ajis02-1551	318	34	controlled	control	VERB
ajis02-1551	318	35	and	and	CCONJ
ajis02-1551	318	36	contained	contain	VERB
ajis02-1551	318	37	.	.	PUNCT
ajis02-1551	319	1	4.3.4	4.3.4	NUM
ajis02-1551	319	2	outcomes	outcome	NOUN
ajis02-1551	319	3	and	and	CCONJ
ajis02-1551	319	4	comparison	comparison	NOUN
ajis02-1551	319	5	because	because	SCONJ
ajis02-1551	319	6	the	the	DET
ajis02-1551	319	7	bf	bf	NOUN
ajis02-1551	319	8	data	data	NOUN
ajis02-1551	319	9	is	be	AUX
ajis02-1551	319	10	an	an	DET
ajis02-1551	319	11	imbalanced	imbalanced	ADJ
ajis02-1551	319	12	3	3	NUM
ajis02-1551	319	13	-	-	PUNCT
ajis02-1551	319	14	class	class	NOUN
ajis02-1551	319	15	dataset	dataset	NOUN
ajis02-1551	319	16	,	,	PUNCT
ajis02-1551	319	17	in	in	ADP
ajis02-1551	319	18	order	order	NOUN
ajis02-1551	319	19	to	to	PART
ajis02-1551	319	20	objectively	objectively	ADV
ajis02-1551	319	21	evaluate	evaluate	VERB
ajis02-1551	319	22	the	the	DET
ajis02-1551	319	23	performance	performance	NOUN
ajis02-1551	319	24	,	,	PUNCT
ajis02-1551	319	25	the	the	DET
ajis02-1551	319	26	adjusted	adjust	VERB
ajis02-1551	319	27	geometric	geometric	ADJ
ajis02-1551	319	28	mean	mean	NOUN
ajis02-1551	319	29	(	(	PUNCT
ajis02-1551	319	30	agm	agm	PROPN
ajis02-1551	319	31	)	)	PUNCT
ajis02-1551	319	32	(	(	PUNCT
ajis02-1551	319	33	batuwita	batuwita	PROPN
ajis02-1551	319	34	&	&	CCONJ
ajis02-1551	319	35	palade	palade	PROPN
ajis02-1551	319	36	2012	2012	NUM
ajis02-1551	319	37	)	)	PUNCT
ajis02-1551	319	38	is	be	AUX
ajis02-1551	319	39	selected	select	VERB
ajis02-1551	319	40	as	as	ADP
ajis02-1551	319	41	the	the	DET
ajis02-1551	319	42	main	main	ADJ
ajis02-1551	319	43	metric	metric	NOUN
ajis02-1551	319	44	for	for	ADP
ajis02-1551	319	45	evaluating	evaluate	VERB
ajis02-1551	319	46	the	the	DET
ajis02-1551	319	47	prediction	prediction	NOUN
ajis02-1551	319	48	performance	performance	NOUN
ajis02-1551	319	49	.	.	PUNCT
ajis02-1551	320	1	the	the	DET
ajis02-1551	320	2	agm	agm	PROPN
ajis02-1551	320	3	is	be	AUX
ajis02-1551	320	4	an	an	DET
ajis02-1551	320	5	extension	extension	NOUN
ajis02-1551	320	6	of	of	ADP
ajis02-1551	320	7	the	the	DET
ajis02-1551	320	8	gm	gm	PROPN
ajis02-1551	320	9	(	(	PUNCT
ajis02-1551	320	10	geometric	geometric	ADJ
ajis02-1551	320	11	mean	mean	NOUN
ajis02-1551	320	12	)	)	PUNCT
ajis02-1551	320	13	metric	metric	NOUN
ajis02-1551	320	14	,	,	PUNCT
ajis02-1551	320	15	which	which	PRON
ajis02-1551	320	16	in	in	ADP
ajis02-1551	320	17	turn	turn	NOUN
ajis02-1551	320	18	is	be	AUX
ajis02-1551	320	19	calculated	calculate	VERB
ajis02-1551	320	20	from	from	ADP
ajis02-1551	320	21	the	the	DET
ajis02-1551	320	22	four	four	NUM
ajis02-1551	320	23	basic	basic	ADJ
ajis02-1551	320	24	statistical	statistical	ADJ
ajis02-1551	320	25	measures	measure	NOUN
ajis02-1551	320	26	(	(	PUNCT
ajis02-1551	320	27	true	true	ADJ
ajis02-1551	320	28	positive	positive	ADJ
ajis02-1551	320	29	(	(	PUNCT
ajis02-1551	320	30	tp	tp	NOUN
ajis02-1551	320	31	)	)	PUNCT
ajis02-1551	320	32	,	,	PUNCT
ajis02-1551	320	33	false	false	ADJ
ajis02-1551	320	34	positive	positive	ADJ
ajis02-1551	320	35	(	(	PUNCT
ajis02-1551	320	36	fp	fp	NOUN
ajis02-1551	320	37	)	)	PUNCT
ajis02-1551	320	38	,	,	PUNCT
ajis02-1551	320	39	true	true	ADJ
ajis02-1551	320	40	negative	negative	ADJ
ajis02-1551	320	41	(	(	PUNCT
ajis02-1551	320	42	tn	tn	NOUN
ajis02-1551	320	43	)	)	PUNCT
ajis02-1551	320	44	and	and	CCONJ
ajis02-1551	320	45	false	false	ADJ
ajis02-1551	320	46	negative	negative	ADJ
ajis02-1551	320	47	(	(	PUNCT
ajis02-1551	320	48	fn	fn	NOUN
ajis02-1551	320	49	)	)	PUNCT
ajis02-1551	320	50	)	)	PUNCT
ajis02-1551	320	51	with	with	ADP
ajis02-1551	320	52	the	the	DET
ajis02-1551	320	53	following	follow	VERB
ajis02-1551	320	54	formulas	formula	NOUN
ajis02-1551	320	55	:	:	PUNCT
ajis02-1551	320	56	𝐴𝐺𝑀	𝐴𝐺𝑀	NOUN
ajis02-1551	320	57	=	=	SYM
ajis02-1551	320	58	{	{	PUNCT
ajis02-1551	320	59	𝐺𝑀	𝐺𝑀	PROPN
ajis02-1551	320	60	+	+	CCONJ
ajis02-1551	320	61	𝑇𝑁𝑟𝑎𝑡𝑒	𝑇𝑁𝑟𝑎𝑡𝑒	PROPN
ajis02-1551	320	62	×	×	NOUN
ajis02-1551	320	63	(	(	PUNCT
ajis02-1551	320	64	𝐹𝑃	𝐹𝑃	PROPN
ajis02-1551	320	65	+	+	CCONJ
ajis02-1551	320	66	𝑇𝑁	𝑇𝑁	PROPN
ajis02-1551	320	67	)	)	PUNCT
ajis02-1551	320	68	1	1	NUM
ajis02-1551	321	1	+	+	CCONJ
ajis02-1551	321	2	𝐹𝑃	𝐹𝑃	PROPN
ajis02-1551	321	3	+	+	CCONJ
ajis02-1551	321	4	𝑇𝑁	𝑇𝑁	PROPN
ajis02-1551	321	5	,	,	PUNCT
ajis02-1551	321	6	𝑖𝑓	𝑖𝑓	NOUN
ajis02-1551	322	1	𝑇𝑃𝑟𝑎𝑡𝑒	𝑇𝑃𝑟𝑎𝑡𝑒	NOUN
ajis02-1551	322	2	>	>	X
ajis02-1551	322	3	0	0	NUM
ajis02-1551	322	4	0	0	NUM
ajis02-1551	322	5	,	,	PUNCT
ajis02-1551	322	6	𝑖𝑓	𝑖𝑓	X
ajis02-1551	323	1	𝑇𝑃𝑟𝑎𝑡𝑒	𝑇𝑃𝑟𝑎𝑡𝑒	NOUN
ajis02-1551	323	2	=	=	SYM
ajis02-1551	323	3	0	0	NUM
ajis02-1551	323	4	𝑊ℎ𝑒𝑟𝑒	𝑊ℎ𝑒𝑟𝑒	PROPN
ajis02-1551	323	5	,	,	PUNCT
ajis02-1551	323	6	𝑇𝑁𝑟𝑎𝑡𝑒	𝑇𝑁𝑟𝑎𝑡𝑒	PROPN
ajis02-1551	323	7	=	=	SYM
ajis02-1551	323	8	𝑇𝑁	𝑇𝑁	ADJ
ajis02-1551	323	9	𝐹𝑃	𝐹𝑃	NOUN
ajis02-1551	323	10	+	+	CCONJ
ajis02-1551	323	11	𝑇𝑁	𝑇𝑁	PROPN
ajis02-1551	323	12	𝑇𝑃𝑟𝑎𝑡𝑒	𝑇𝑃𝑟𝑎𝑡𝑒	PROPN
ajis02-1551	323	13	=	=	SYM
ajis02-1551	323	14	𝑇𝑃	𝑇𝑃	PROPN
ajis02-1551	323	15	𝑇𝑃	𝑇𝑃	NOUN
ajis02-1551	323	16	+	+	CCONJ
ajis02-1551	323	17	𝐹𝑁	𝐹𝑁	PROPN
ajis02-1551	323	18	𝐺𝑀	𝐺𝑀	NOUN
ajis02-1551	323	19	=	=	NOUN
ajis02-1551	323	20	√𝑇𝑃𝑟𝑎𝑡𝑒	√𝑇𝑃𝑟𝑎𝑡𝑒	NOUN
ajis02-1551	323	21	×	×	NOUN
ajis02-1551	323	22	𝑇𝑁𝑟𝑎𝑡𝑒	𝑇𝑁𝑟𝑎𝑡𝑒	SCONJ
ajis02-1551	323	23	the	the	DET
ajis02-1551	323	24	average	average	ADJ
ajis02-1551	323	25	agm	agm	PROPN
ajis02-1551	323	26	of	of	ADP
ajis02-1551	323	27	the	the	DET
ajis02-1551	323	28	two	two	NUM
ajis02-1551	323	29	abnormal	abnormal	ADJ
ajis02-1551	323	30	hmt	hmt	NOUN
ajis02-1551	323	31	classes	class	NOUN
ajis02-1551	323	32	are	be	AUX
ajis02-1551	323	33	listed	list	VERB
ajis02-1551	323	34	in	in	ADP
ajis02-1551	323	35	table	table	NOUN
ajis02-1551	323	36	4	4	NUM
ajis02-1551	323	37	,	,	PUNCT
ajis02-1551	323	38	together	together	ADV
ajis02-1551	323	39	with	with	ADP
ajis02-1551	323	40	a	a	DET
ajis02-1551	323	41	number	number	NOUN
ajis02-1551	323	42	of	of	ADP
ajis02-1551	323	43	other	other	ADJ
ajis02-1551	323	44	performance	performance	NOUN
ajis02-1551	323	45	indicators	indicator	NOUN
ajis02-1551	323	46	such	such	ADJ
ajis02-1551	323	47	as	as	ADP
ajis02-1551	323	48	the	the	DET
ajis02-1551	323	49	true	true	ADJ
ajis02-1551	323	50	positive	positive	ADJ
ajis02-1551	323	51	rates	rate	NOUN
ajis02-1551	323	52	(	(	PUNCT
ajis02-1551	323	53	sensitivity	sensitivity	NOUN
ajis02-1551	323	54	)	)	PUNCT
ajis02-1551	323	55	for	for	ADP
ajis02-1551	323	56	both	both	DET
ajis02-1551	323	57	‘	'	PUNCT
ajis02-1551	323	58	low	low	ADJ
ajis02-1551	323	59	’	'	PUNCT
ajis02-1551	323	60	and	and	CCONJ
ajis02-1551	323	61	‘	'	PUNCT
ajis02-1551	323	62	high	high	ADJ
ajis02-1551	323	63	’	'	PUNCT
ajis02-1551	323	64	classes	class	NOUN
ajis02-1551	323	65	,	,	PUNCT
ajis02-1551	323	66	and	and	CCONJ
ajis02-1551	323	67	the	the	DET
ajis02-1551	323	68	overall	overall	ADJ
ajis02-1551	323	69	prediction	prediction	NOUN
ajis02-1551	323	70	accuracy	accuracy	NOUN
ajis02-1551	323	71	in	in	ADP
ajis02-1551	323	72	all	all	DET
ajis02-1551	323	73	bf	bf	NOUN
ajis02-1551	323	74	test	test	NOUN
ajis02-1551	323	75	periods	period	NOUN
ajis02-1551	323	76	.	.	PUNCT
ajis02-1551	324	1	in	in	ADP
ajis02-1551	324	2	general	general	ADJ
ajis02-1551	324	3	,	,	PUNCT
ajis02-1551	324	4	for	for	ADP
ajis02-1551	324	5	the	the	DET
ajis02-1551	324	6	low	low	ADJ
ajis02-1551	324	7	-	-	PUNCT
ajis02-1551	324	8	class	class	NOUN
ajis02-1551	324	9	there	there	PRON
ajis02-1551	324	10	are	be	VERB
ajis02-1551	324	11	less	less	ADJ
ajis02-1551	324	12	hits	hit	NOUN
ajis02-1551	324	13	compared	compare	VERB
ajis02-1551	324	14	to	to	ADP
ajis02-1551	324	15	the	the	DET
ajis02-1551	324	16	other	other	ADJ
ajis02-1551	324	17	classes	class	NOUN
ajis02-1551	324	18	,	,	PUNCT
ajis02-1551	324	19	and	and	CCONJ
ajis02-1551	324	20	the	the	DET
ajis02-1551	324	21	sensitivities	sensitivity	NOUN
ajis02-1551	324	22	of	of	ADP
ajis02-1551	324	23	lowclass	lowclass	NOUN
ajis02-1551	324	24	are	be	AUX
ajis02-1551	324	25	often	often	ADV
ajis02-1551	324	26	zero	zero	NUM
ajis02-1551	324	27	or	or	CCONJ
ajis02-1551	324	28	other	other	ADJ
ajis02-1551	324	29	small	small	ADJ
ajis02-1551	324	30	values	value	NOUN
ajis02-1551	324	31	.	.	PUNCT
ajis02-1551	325	1	however	however	ADV
ajis02-1551	325	2	,	,	PUNCT
ajis02-1551	325	3	because	because	SCONJ
ajis02-1551	325	4	the	the	DET
ajis02-1551	325	5	low	low	ADJ
ajis02-1551	325	6	-	-	PUNCT
ajis02-1551	325	7	class	class	NOUN
ajis02-1551	325	8	cases	case	NOUN
ajis02-1551	325	9	are	be	AUX
ajis02-1551	325	10	often	often	ADV
ajis02-1551	325	11	rare	rare	ADJ
ajis02-1551	325	12	in	in	ADP
ajis02-1551	325	13	the	the	DET
ajis02-1551	325	14	various	various	ADJ
ajis02-1551	325	15	test	test	NOUN
ajis02-1551	325	16	datasets	dataset	NOUN
ajis02-1551	325	17	,	,	PUNCT
ajis02-1551	325	18	this	this	DET
ajis02-1551	325	19	lack	lack	NOUN
ajis02-1551	325	20	of	of	ADP
ajis02-1551	325	21	hits	hit	NOUN
ajis02-1551	325	22	on	on	ADP
ajis02-1551	325	23	several	several	ADJ
ajis02-1551	325	24	occasions	occasion	NOUN
ajis02-1551	325	25	amongst	amongst	ADP
ajis02-1551	325	26	some	some	DET
ajis02-1551	325	27	two	two	NUM
ajis02-1551	325	28	hundred	hundred	NUM
ajis02-1551	325	29	cases	case	NOUN
ajis02-1551	325	30	is	be	AUX
ajis02-1551	325	31	somewhat	somewhat	ADV
ajis02-1551	325	32	understandable	understandable	ADJ
ajis02-1551	325	33	.	.	PUNCT
ajis02-1551	326	1	in	in	ADP
ajis02-1551	326	2	the	the	DET
ajis02-1551	326	3	total	total	ADJ
ajis02-1551	326	4	36	36	NUM
ajis02-1551	326	5	periods	period	NOUN
ajis02-1551	326	6	,	,	PUNCT
ajis02-1551	326	7	the	the	DET
ajis02-1551	326	8	average	average	ADJ
ajis02-1551	326	9	test	test	NOUN
ajis02-1551	326	10	data	datum	NOUN
ajis02-1551	326	11	size	size	NOUN
ajis02-1551	326	12	is	be	AUX
ajis02-1551	326	13	approximately	approximately	ADV
ajis02-1551	326	14	170	170	NUM
ajis02-1551	326	15	cases	case	NOUN
ajis02-1551	326	16	per	per	ADP
ajis02-1551	326	17	period	period	NOUN
ajis02-1551	326	18	.	.	PUNCT
ajis02-1551	327	1	however	however	ADV
ajis02-1551	327	2	,	,	PUNCT
ajis02-1551	327	3	within	within	ADP
ajis02-1551	327	4	these	these	PRON
ajis02-1551	327	5	,	,	PUNCT
ajis02-1551	327	6	there	there	PRON
ajis02-1551	327	7	are	be	VERB
ajis02-1551	327	8	some	some	DET
ajis02-1551	327	9	26	26	NUM
ajis02-1551	327	10	periods	period	NOUN
ajis02-1551	327	11	that	that	PRON
ajis02-1551	327	12	contain	contain	VERB
ajis02-1551	327	13	five	five	NUM
ajis02-1551	327	14	or	or	CCONJ
ajis02-1551	327	15	less	less	ADJ
ajis02-1551	327	16	instances	instance	NOUN
ajis02-1551	327	17	of	of	ADP
ajis02-1551	327	18	the	the	DET
ajis02-1551	327	19	lowclass	lowclass	NOUN
ajis02-1551	327	20	,	,	PUNCT
ajis02-1551	327	21	and	and	CCONJ
ajis02-1551	327	22	the	the	DET
ajis02-1551	327	23	sensitivities	sensitivity	NOUN
ajis02-1551	327	24	of	of	ADP
ajis02-1551	327	25	low	low	ADJ
ajis02-1551	327	26	-	-	PUNCT
ajis02-1551	327	27	class	class	NOUN
ajis02-1551	327	28	in	in	ADP
ajis02-1551	327	29	these	these	DET
ajis02-1551	327	30	periods	period	NOUN
ajis02-1551	327	31	are	be	AUX
ajis02-1551	327	32	all	all	PRON
ajis02-1551	327	33	zero	zero	NUM
ajis02-1551	327	34	except	except	SCONJ
ajis02-1551	327	35	period-22	period-22	PROPN
ajis02-1551	327	36	.	.	PROPN
ajis02-1551	327	37	on	on	ADP
ajis02-1551	327	38	the	the	DET
ajis02-1551	327	39	other	other	ADJ
ajis02-1551	327	40	hand	hand	NOUN
ajis02-1551	327	41	,	,	PUNCT
ajis02-1551	327	42	in	in	ADP
ajis02-1551	327	43	the	the	DET
ajis02-1551	327	44	seven	seven	NUM
ajis02-1551	327	45	periods	period	NOUN
ajis02-1551	327	46	with	with	ADP
ajis02-1551	327	47	more	more	ADJ
ajis02-1551	327	48	than	than	ADP
ajis02-1551	327	49	ten	ten	NUM
ajis02-1551	327	50	low	low	ADJ
ajis02-1551	327	51	-	-	PUNCT
ajis02-1551	327	52	class	class	NOUN
ajis02-1551	327	53	cases	case	NOUN
ajis02-1551	327	54	,	,	PUNCT
ajis02-1551	327	55	the	the	DET
ajis02-1551	327	56	low	low	ADJ
ajis02-1551	327	57	-	-	PUNCT
ajis02-1551	327	58	class	class	NOUN
ajis02-1551	327	59	sensitivities	sensitivity	NOUN
ajis02-1551	327	60	are	be	AUX
ajis02-1551	327	61	63.4	63.4	NUM
ajis02-1551	327	62	,	,	PUNCT
ajis02-1551	327	63	91.7	91.7	NUM
ajis02-1551	327	64	,	,	PUNCT
ajis02-1551	327	65	90.9	90.9	NUM
ajis02-1551	327	66	,	,	PUNCT
ajis02-1551	327	67	21.4	21.4	NUM
ajis02-1551	327	68	,	,	PUNCT
ajis02-1551	327	69	60	60	NUM
ajis02-1551	327	70	,	,	PUNCT
ajis02-1551	327	71	38.7	38.7	NUM
ajis02-1551	327	72	and	and	CCONJ
ajis02-1551	327	73	0	0	NUM
ajis02-1551	327	74	(	(	PUNCT
ajis02-1551	327	75	%	%	NOUN
ajis02-1551	327	76	)	)	PUNCT
ajis02-1551	327	77	respectively	respectively	ADV
ajis02-1551	327	78	.	.	PUNCT
ajis02-1551	328	1	as	as	ADP
ajis02-1551	328	2	for	for	ADP
ajis02-1551	328	3	the	the	DET
ajis02-1551	328	4	other	other	ADJ
ajis02-1551	328	5	abnormal	abnormal	ADJ
ajis02-1551	328	6	hmt	hmt	NOUN
ajis02-1551	328	7	class	class	NOUN
ajis02-1551	328	8	(	(	PUNCT
ajis02-1551	328	9	high	high	ADJ
ajis02-1551	328	10	)	)	PUNCT
ajis02-1551	328	11	,	,	PUNCT
ajis02-1551	328	12	the	the	DET
ajis02-1551	328	13	xon	xon	PROPN
ajis02-1551	328	14	tree	tree	NOUN
ajis02-1551	328	15	models	model	NOUN
ajis02-1551	328	16	successfully	successfully	ADV
ajis02-1551	328	17	predicted	predict	VERB
ajis02-1551	328	18	more	more	ADJ
ajis02-1551	328	19	than	than	ADP
ajis02-1551	328	20	60	60	NUM
ajis02-1551	328	21	%	%	NOUN
ajis02-1551	328	22	of	of	ADP
ajis02-1551	328	23	these	these	DET
ajis02-1551	328	24	high	high	ADJ
ajis02-1551	328	25	-	-	PUNCT
ajis02-1551	328	26	class	class	NOUN
ajis02-1551	328	27	cases	case	NOUN
ajis02-1551	328	28	in	in	ADP
ajis02-1551	328	29	half	half	NOUN
ajis02-1551	328	30	of	of	ADP
ajis02-1551	328	31	the	the	DET
ajis02-1551	328	32	test	test	NOUN
ajis02-1551	328	33	periods	period	NOUN
ajis02-1551	328	34	,	,	PUNCT
ajis02-1551	328	35	and	and	CCONJ
ajis02-1551	328	36	only	only	ADV
ajis02-1551	328	37	seven	seven	NUM
ajis02-1551	328	38	periods	period	NOUN
ajis02-1551	328	39	have	have	VERB
ajis02-1551	328	40	sensitivities	sensitivity	NOUN
ajis02-1551	328	41	of	of	ADP
ajis02-1551	328	42	less	less	ADJ
ajis02-1551	328	43	than	than	ADP
ajis02-1551	328	44	50	50	NUM
ajis02-1551	328	45	%	%	NOUN
ajis02-1551	328	46	.	.	PUNCT
ajis02-1551	329	1	australasian	australasian	ADJ
ajis02-1551	329	2	journal	journal	NOUN
ajis02-1551	329	3	of	of	ADP
ajis02-1551	329	4	information	information	NOUN
ajis02-1551	329	5	systems	systems	PROPN
ajis02-1551	329	6	sun	sun	PROPN
ajis02-1551	329	7	&	&	CCONJ
ajis02-1551	329	8	stirling	stirling	PROPN
ajis02-1551	329	9	2017	2017	NUM
ajis02-1551	329	10	,	,	PUNCT
ajis02-1551	329	11	vol	vol	NOUN
ajis02-1551	329	12	21	21	NUM
ajis02-1551	329	13	,	,	PUNCT
ajis02-1551	329	14	selected	select	VERB
ajis02-1551	329	15	papers	paper	NOUN
ajis02-1551	329	16	from	from	ADP
ajis02-1551	329	17	ausdm	ausdm	PROPN
ajis02-1551	329	18	event	event	NOUN
ajis02-1551	329	19	group	group	NOUN
ajis02-1551	329	20	based	base	VERB
ajis02-1551	329	21	classification	classification	NOUN
ajis02-1551	329	22	framework	framework	NOUN
ajis02-1551	329	23	17	17	NUM
ajis02-1551	329	24	table	table	NOUN
ajis02-1551	329	25	4	4	NUM
ajis02-1551	329	26	:	:	PUNCT
ajis02-1551	329	27	summarised	summarise	VERB
ajis02-1551	329	28	hmt	hmt	NOUN
ajis02-1551	329	29	prediction	prediction	NOUN
ajis02-1551	329	30	performances	performance	NOUN
ajis02-1551	329	31	of	of	ADP
ajis02-1551	329	32	the	the	DET
ajis02-1551	329	33	egbc	egbc	NOUN
ajis02-1551	329	34	framework	framework	NOUN
ajis02-1551	329	35	over	over	ADP
ajis02-1551	329	36	all	all	DET
ajis02-1551	329	37	test	test	NOUN
ajis02-1551	329	38	periods	period	NOUN
ajis02-1551	329	39	.	.	PUNCT
ajis02-1551	330	1	the	the	DET
ajis02-1551	330	2	avg	avg	PROPN
ajis02-1551	330	3	agm	agm	PROPN
ajis02-1551	330	4	column	column	PROPN
ajis02-1551	330	5	shows	show	VERB
ajis02-1551	330	6	the	the	DET
ajis02-1551	330	7	average	average	ADJ
ajis02-1551	330	8	agm	agm	PROPN
ajis02-1551	330	9	(	(	PUNCT
ajis02-1551	330	10	adjusted	adjust	VERB
ajis02-1551	330	11	geometric	geometric	ADJ
ajis02-1551	330	12	mean	mean	NOUN
ajis02-1551	330	13	of	of	ADP
ajis02-1551	330	14	the	the	DET
ajis02-1551	330	15	true	true	ADJ
ajis02-1551	330	16	cases	case	NOUN
ajis02-1551	330	17	)	)	PUNCT
ajis02-1551	330	18	on	on	ADP
ajis02-1551	330	19	both	both	CCONJ
ajis02-1551	330	20	abnormal	abnormal	ADJ
ajis02-1551	330	21	classes	class	NOUN
ajis02-1551	330	22	(	(	PUNCT
ajis02-1551	330	23	low	low	ADJ
ajis02-1551	330	24	and	and	CCONJ
ajis02-1551	330	25	high	high	ADJ
ajis02-1551	330	26	)	)	PUNCT
ajis02-1551	330	27	,	,	PUNCT
ajis02-1551	330	28	which	which	PRON
ajis02-1551	330	29	is	be	AUX
ajis02-1551	330	30	selected	select	VERB
ajis02-1551	330	31	as	as	ADP
ajis02-1551	330	32	the	the	DET
ajis02-1551	330	33	indicator	indicator	NOUN
ajis02-1551	330	34	of	of	ADP
ajis02-1551	330	35	the	the	DET
ajis02-1551	330	36	prediction	prediction	NOUN
ajis02-1551	330	37	performance	performance	NOUN
ajis02-1551	330	38	.	.	PUNCT
ajis02-1551	331	1	columns	column	NOUN
ajis02-1551	331	2	se-	se-	PROPN
ajis02-1551	331	3	*	*	PUNCT
ajis02-1551	331	4	list	list	VERB
ajis02-1551	331	5	the	the	DET
ajis02-1551	331	6	sensitivities	sensitivity	NOUN
ajis02-1551	331	7	of	of	ADP
ajis02-1551	331	8	the	the	DET
ajis02-1551	331	9	predicting	predict	VERB
ajis02-1551	331	10	outcomes	outcome	NOUN
ajis02-1551	331	11	on	on	ADP
ajis02-1551	331	12	all	all	DET
ajis02-1551	331	13	three	three	NUM
ajis02-1551	331	14	classes	class	NOUN
ajis02-1551	331	15	,	,	PUNCT
ajis02-1551	331	16	followed	follow	VERB
ajis02-1551	331	17	by	by	ADP
ajis02-1551	331	18	the	the	DET
ajis02-1551	331	19	number	number	NOUN
ajis02-1551	331	20	of	of	ADP
ajis02-1551	331	21	cases	case	NOUN
ajis02-1551	331	22	belonging	belong	VERB
ajis02-1551	331	23	to	to	ADP
ajis02-1551	331	24	the	the	DET
ajis02-1551	331	25	given	give	VERB
ajis02-1551	331	26	class	class	NOUN
ajis02-1551	331	27	and	and	CCONJ
ajis02-1551	331	28	the	the	DET
ajis02-1551	331	29	number	number	NOUN
ajis02-1551	331	30	of	of	ADP
ajis02-1551	331	31	total	total	ADJ
ajis02-1551	331	32	cases	case	NOUN
ajis02-1551	331	33	in	in	ADP
ajis02-1551	331	34	the	the	DET
ajis02-1551	331	35	corresponding	corresponding	ADJ
ajis02-1551	331	36	testing	testing	NOUN
ajis02-1551	331	37	period	period	NOUN
ajis02-1551	331	38	.	.	PUNCT
ajis02-1551	332	1	the	the	DET
ajis02-1551	332	2	last	last	ADJ
ajis02-1551	332	3	column	column	NOUN
ajis02-1551	332	4	shows	show	VERB
ajis02-1551	332	5	the	the	DET
ajis02-1551	332	6	overall	overall	ADJ
ajis02-1551	332	7	predicting	predict	VERB
ajis02-1551	332	8	accuracy	accuracy	NOUN
ajis02-1551	332	9	on	on	ADP
ajis02-1551	332	10	the	the	DET
ajis02-1551	332	11	test	test	NOUN
ajis02-1551	332	12	datasets	dataset	NOUN
ajis02-1551	332	13	,	,	PUNCT
ajis02-1551	332	14	which	which	PRON
ajis02-1551	332	15	is	be	AUX
ajis02-1551	332	16	less	less	ADV
ajis02-1551	332	17	significant	significant	ADJ
ajis02-1551	332	18	than	than	ADP
ajis02-1551	332	19	the	the	DET
ajis02-1551	332	20	sensitivities	sensitivity	NOUN
ajis02-1551	332	21	on	on	ADP
ajis02-1551	332	22	abnormal	abnormal	ADJ
ajis02-1551	332	23	classes	class	NOUN
ajis02-1551	332	24	.	.	PUNCT
ajis02-1551	333	1	in	in	ADP
ajis02-1551	333	2	addition	addition	NOUN
ajis02-1551	333	3	to	to	ADP
ajis02-1551	333	4	the	the	DET
ajis02-1551	333	5	prediction	prediction	NOUN
ajis02-1551	333	6	summary	summary	NOUN
ajis02-1551	333	7	table	table	NOUN
ajis02-1551	333	8	,	,	PUNCT
ajis02-1551	333	9	the	the	DET
ajis02-1551	333	10	prediction	prediction	NOUN
ajis02-1551	333	11	outcomes	outcome	NOUN
ajis02-1551	333	12	are	be	AUX
ajis02-1551	333	13	visualised	visualise	VERB
ajis02-1551	333	14	and	and	CCONJ
ajis02-1551	333	15	three	three	NUM
ajis02-1551	333	16	examples	example	NOUN
ajis02-1551	333	17	are	be	AUX
ajis02-1551	333	18	given	give	VERB
ajis02-1551	333	19	as	as	ADP
ajis02-1551	333	20	in	in	ADP
ajis02-1551	333	21	figure	figure	NOUN
ajis02-1551	333	22	9	9	NUM
ajis02-1551	333	23	.	.	PUNCT
ajis02-1551	333	24	by	by	ADP
ajis02-1551	333	25	examination	examination	NOUN
ajis02-1551	333	26	of	of	ADP
ajis02-1551	333	27	these	these	DET
ajis02-1551	333	28	visualisations	visualisation	NOUN
ajis02-1551	333	29	,	,	PUNCT
ajis02-1551	333	30	it	it	PRON
ajis02-1551	333	31	is	be	AUX
ajis02-1551	333	32	obvious	obvious	ADJ
ajis02-1551	333	33	that	that	SCONJ
ajis02-1551	333	34	the	the	DET
ajis02-1551	333	35	egbc	egbc	NOUN
ajis02-1551	333	36	models	model	NOUN
ajis02-1551	333	37	raise	raise	VERB
ajis02-1551	333	38	a	a	DET
ajis02-1551	333	39	number	number	NOUN
ajis02-1551	333	40	of	of	ADP
ajis02-1551	333	41	false	false	ADJ
ajis02-1551	333	42	alarms	alarm	NOUN
ajis02-1551	333	43	.	.	PUNCT
ajis02-1551	334	1	however	however	ADV
ajis02-1551	334	2	,	,	PUNCT
ajis02-1551	334	3	when	when	SCONJ
ajis02-1551	334	4	and	and	CCONJ
ajis02-1551	334	5	before	before	ADP
ajis02-1551	334	6	a	a	DET
ajis02-1551	334	7	real	real	ADJ
ajis02-1551	334	8	abnormal	abnormal	ADJ
ajis02-1551	334	9	hmt	hmt	NOUN
ajis02-1551	334	10	class	class	NOUN
ajis02-1551	334	11	happens	happen	VERB
ajis02-1551	334	12	,	,	PUNCT
ajis02-1551	334	13	the	the	DET
ajis02-1551	334	14	ensemble	ensemble	ADJ
ajis02-1551	334	15	model	model	NOUN
ajis02-1551	334	16	generally	generally	ADV
ajis02-1551	334	17	corrects	correct	VERB
ajis02-1551	334	18	this	this	PRON
ajis02-1551	334	19	within	within	ADP
ajis02-1551	334	20	a	a	DET
ajis02-1551	334	21	small	small	ADJ
ajis02-1551	334	22	-	-	PUNCT
ajis02-1551	334	23	time	time	NOUN
ajis02-1551	334	24	proximity	proximity	NOUN
ajis02-1551	334	25	,	,	PUNCT
ajis02-1551	334	26	thus	thus	ADV
ajis02-1551	334	27	such	such	ADJ
ajis02-1551	334	28	visual	visual	ADJ
ajis02-1551	334	29	results	result	NOUN
ajis02-1551	334	30	may	may	AUX
ajis02-1551	334	31	still	still	ADV
ajis02-1551	334	32	be	be	AUX
ajis02-1551	334	33	useful	useful	ADJ
ajis02-1551	334	34	for	for	ADP
ajis02-1551	334	35	bf	bf	NOUN
ajis02-1551	334	36	control	control	NOUN
ajis02-1551	334	37	in	in	ADP
ajis02-1551	334	38	reality	reality	NOUN
ajis02-1551	334	39	.	.	PUNCT
ajis02-1551	335	1	australasian	australasian	ADJ
ajis02-1551	335	2	journal	journal	NOUN
ajis02-1551	335	3	of	of	ADP
ajis02-1551	335	4	information	information	NOUN
ajis02-1551	335	5	systems	systems	PROPN
ajis02-1551	335	6	sun	sun	PROPN
ajis02-1551	335	7	&	&	CCONJ
ajis02-1551	335	8	stirling	stirling	PROPN
ajis02-1551	335	9	2017	2017	NUM
ajis02-1551	335	10	,	,	PUNCT
ajis02-1551	335	11	vol	vol	NOUN
ajis02-1551	335	12	21	21	NUM
ajis02-1551	335	13	,	,	PUNCT
ajis02-1551	335	14	selected	select	VERB
ajis02-1551	335	15	papers	paper	NOUN
ajis02-1551	335	16	from	from	ADP
ajis02-1551	335	17	ausdm	ausdm	PROPN
ajis02-1551	335	18	event	event	NOUN
ajis02-1551	335	19	group	group	NOUN
ajis02-1551	335	20	based	base	VERB
ajis02-1551	335	21	classification	classification	NOUN
ajis02-1551	335	22	framework	framework	NOUN
ajis02-1551	335	23	18	18	NUM
ajis02-1551	335	24	figure	figure	NOUN
ajis02-1551	335	25	9	9	NUM
ajis02-1551	335	26	:	:	PUNCT
ajis02-1551	335	27	a	a	DET
ajis02-1551	335	28	few	few	ADJ
ajis02-1551	335	29	visual	visual	ADJ
ajis02-1551	335	30	examples	example	NOUN
ajis02-1551	335	31	of	of	ADP
ajis02-1551	335	32	hmt	hmt	NOUN
ajis02-1551	335	33	predictions	prediction	NOUN
ajis02-1551	335	34	at	at	ADP
ajis02-1551	335	35	period	period	NOUN
ajis02-1551	335	36	4	4	NUM
ajis02-1551	335	37	,	,	PUNCT
ajis02-1551	335	38	10	10	NUM
ajis02-1551	335	39	and	and	CCONJ
ajis02-1551	335	40	26	26	NUM
ajis02-1551	335	41	.	.	PUNCT
ajis02-1551	336	1	the	the	DET
ajis02-1551	336	2	bars	bar	NOUN
ajis02-1551	336	3	at	at	ADP
ajis02-1551	336	4	the	the	DET
ajis02-1551	336	5	bottom	bottom	NOUN
ajis02-1551	336	6	of	of	ADP
ajis02-1551	336	7	pictures	picture	NOUN
ajis02-1551	336	8	indicate	indicate	VERB
ajis02-1551	336	9	real	real	ADJ
ajis02-1551	336	10	and	and	CCONJ
ajis02-1551	336	11	predicted	predict	VERB
ajis02-1551	336	12	classes	class	NOUN
ajis02-1551	336	13	.	.	PUNCT
ajis02-1551	337	1	upper	upper	ADJ
ajis02-1551	337	2	bars	bar	NOUN
ajis02-1551	337	3	stand	stand	VERB
ajis02-1551	337	4	for	for	ADP
ajis02-1551	337	5	real	real	ADJ
ajis02-1551	337	6	hmt	hmt	NOUN
ajis02-1551	337	7	classes	class	NOUN
ajis02-1551	337	8	,	,	PUNCT
ajis02-1551	337	9	and	and	CCONJ
ajis02-1551	337	10	lower	low	ADJ
ajis02-1551	337	11	bars	bar	NOUN
ajis02-1551	337	12	are	be	AUX
ajis02-1551	337	13	the	the	DET
ajis02-1551	337	14	outcome	outcome	NOUN
ajis02-1551	337	15	of	of	ADP
ajis02-1551	337	16	predictions	prediction	NOUN
ajis02-1551	337	17	.	.	PUNCT
ajis02-1551	338	1	pink	pink	ADJ
ajis02-1551	338	2	colour	colour	NOUN
ajis02-1551	338	3	means	mean	VERB
ajis02-1551	338	4	the	the	DET
ajis02-1551	338	5	class	class	NOUN
ajis02-1551	338	6	is	be	AUX
ajis02-1551	338	7	high	high	ADJ
ajis02-1551	338	8	and	and	CCONJ
ajis02-1551	338	9	cyan	cyan	ADJ
ajis02-1551	338	10	colour	colour	NOUN
ajis02-1551	338	11	means	mean	VERB
ajis02-1551	338	12	low	low	ADJ
ajis02-1551	338	13	class	class	NOUN
ajis02-1551	338	14	.	.	PUNCT
ajis02-1551	339	1	the	the	DET
ajis02-1551	339	2	line	line	NOUN
ajis02-1551	339	3	plot	plot	NOUN
ajis02-1551	339	4	in	in	ADP
ajis02-1551	339	5	the	the	DET
ajis02-1551	339	6	middle	middle	NOUN
ajis02-1551	339	7	represent	represent	VERB
ajis02-1551	339	8	the	the	DET
ajis02-1551	339	9	measured	measured	ADJ
ajis02-1551	339	10	hmt	hmt	NOUN
ajis02-1551	339	11	records	record	NOUN
ajis02-1551	339	12	,	,	PUNCT
ajis02-1551	339	13	where	where	SCONJ
ajis02-1551	339	14	each	each	DET
ajis02-1551	339	15	valid	valid	ADJ
ajis02-1551	339	16	hmt	hmt	NOUN
ajis02-1551	339	17	sample	sample	NOUN
ajis02-1551	339	18	is	be	AUX
ajis02-1551	339	19	marked	mark	VERB
ajis02-1551	339	20	with	with	ADP
ajis02-1551	339	21	‘	'	PUNCT
ajis02-1551	339	22	x	x	X
ajis02-1551	339	23	’	'	PUNCT
ajis02-1551	339	24	.	.	PUNCT
ajis02-1551	340	1	different	different	ADJ
ajis02-1551	340	2	colours	colour	NOUN
ajis02-1551	340	3	indicate	indicate	VERB
ajis02-1551	340	4	different	different	ADJ
ajis02-1551	340	5	casts	cast	NOUN
ajis02-1551	340	6	from	from	ADP
ajis02-1551	340	7	the	the	DET
ajis02-1551	340	8	bf	bf	NOUN
ajis02-1551	340	9	in	in	ADP
ajis02-1551	340	10	a	a	DET
ajis02-1551	340	11	test	test	NOUN
ajis02-1551	340	12	period	period	NOUN
ajis02-1551	340	13	.	.	PUNCT
ajis02-1551	341	1	x	x	X
ajis02-1551	341	2	-	-	NOUN
ajis02-1551	341	3	axis	axis	NOUN
ajis02-1551	341	4	represents	represent	VERB
ajis02-1551	341	5	days	day	NOUN
ajis02-1551	341	6	;	;	PUNCT
ajis02-1551	341	7	y	y	X
ajis02-1551	341	8	-	-	PUNCT
ajis02-1551	341	9	axis	axis	NOUN
ajis02-1551	341	10	represents	represent	VERB
ajis02-1551	341	11	temperatures	temperature	NOUN
ajis02-1551	341	12	(	(	PUNCT
ajis02-1551	341	13	°	°	ADP
ajis02-1551	341	14	c	c	NOUN
ajis02-1551	341	15	)	)	PUNCT
ajis02-1551	341	16	.	.	PUNCT
ajis02-1551	342	1	by	by	ADP
ajis02-1551	342	2	comparing	compare	VERB
ajis02-1551	342	3	the	the	DET
ajis02-1551	342	4	prediction	prediction	NOUN
ajis02-1551	342	5	of	of	ADP
ajis02-1551	342	6	egbc	egbc	NOUN
ajis02-1551	342	7	framework	framework	NOUN
ajis02-1551	342	8	to	to	ADP
ajis02-1551	342	9	a	a	DET
ajis02-1551	342	10	previous	previous	ADJ
ajis02-1551	342	11	study	study	NOUN
ajis02-1551	342	12	(	(	PUNCT
ajis02-1551	342	13	sun	sun	PROPN
ajis02-1551	342	14	et	et	PROPN
ajis02-1551	342	15	al	al	PROPN
ajis02-1551	342	16	.	.	PROPN
ajis02-1551	342	17	2011	2011	NUM
ajis02-1551	342	18	)	)	PUNCT
ajis02-1551	342	19	on	on	ADP
ajis02-1551	342	20	the	the	DET
ajis02-1551	342	21	same	same	ADJ
ajis02-1551	342	22	bf	bf	NOUN
ajis02-1551	342	23	dataset	dataset	NOUN
ajis02-1551	342	24	employing	employ	VERB
ajis02-1551	342	25	c5.0	c5.0	NOUN
ajis02-1551	342	26	and	and	CCONJ
ajis02-1551	342	27	cubist	cubist	ADJ
ajis02-1551	342	28	decision	decision	NOUN
ajis02-1551	342	29	tree	tree	NOUN
ajis02-1551	342	30	models	model	NOUN
ajis02-1551	342	31	,	,	PUNCT
ajis02-1551	342	32	the	the	DET
ajis02-1551	342	33	egbc	egbc	NOUN
ajis02-1551	342	34	framework	framework	NOUN
ajis02-1551	342	35	shows	show	VERB
ajis02-1551	342	36	significant	significant	ADJ
ajis02-1551	342	37	improvements	improvement	NOUN
ajis02-1551	342	38	.	.	PUNCT
ajis02-1551	343	1	although	although	SCONJ
ajis02-1551	343	2	the	the	DET
ajis02-1551	343	3	overall	overall	ADJ
ajis02-1551	343	4	prediction	prediction	NOUN
ajis02-1551	343	5	accuracies	accuracy	NOUN
ajis02-1551	343	6	of	of	ADP
ajis02-1551	343	7	the	the	DET
ajis02-1551	343	8	c5.0	c5.0	NOUN
ajis02-1551	343	9	approach	approach	NOUN
ajis02-1551	343	10	are	be	AUX
ajis02-1551	343	11	occasionally	occasionally	ADV
ajis02-1551	343	12	comparable	comparable	ADJ
ajis02-1551	343	13	or	or	CCONJ
ajis02-1551	343	14	even	even	ADV
ajis02-1551	343	15	better	well	ADJ
ajis02-1551	343	16	in	in	ADP
ajis02-1551	343	17	certain	certain	ADJ
ajis02-1551	343	18	cases	case	NOUN
ajis02-1551	343	19	than	than	SCONJ
ajis02-1551	343	20	the	the	DET
ajis02-1551	343	21	egbc	egbc	NOUN
ajis02-1551	343	22	approach	approach	VERB
ajis02-1551	343	23	,	,	PUNCT
ajis02-1551	343	24	it	it	PRON
ajis02-1551	343	25	is	be	AUX
ajis02-1551	343	26	achieved	achieve	VERB
ajis02-1551	343	27	by	by	ADP
ajis02-1551	343	28	sacrificing	sacrifice	VERB
ajis02-1551	343	29	the	the	DET
ajis02-1551	343	30	success	success	NOUN
ajis02-1551	343	31	or	or	CCONJ
ajis02-1551	343	32	‘	'	PUNCT
ajis02-1551	343	33	hit	hit	VERB
ajis02-1551	343	34	’	'	PUNCT
ajis02-1551	343	35	rate	rate	NOUN
ajis02-1551	343	36	for	for	ADP
ajis02-1551	343	37	both	both	CCONJ
ajis02-1551	343	38	abnormal	abnormal	ADJ
ajis02-1551	343	39	hmt	hmt	NOUN
ajis02-1551	343	40	classes	class	NOUN
ajis02-1551	343	41	.	.	PUNCT
ajis02-1551	344	1	in	in	ADP
ajis02-1551	344	2	most	most	ADJ
ajis02-1551	344	3	of	of	ADP
ajis02-1551	344	4	the	the	DET
ajis02-1551	344	5	data	datum	NOUN
ajis02-1551	344	6	segments	segment	NOUN
ajis02-1551	344	7	,	,	PUNCT
ajis02-1551	344	8	the	the	DET
ajis02-1551	344	9	c5.0	c5.0	NOUN
ajis02-1551	344	10	predictions	prediction	NOUN
ajis02-1551	344	11	have	have	VERB
ajis02-1551	344	12	almost	almost	ADV
ajis02-1551	344	13	zero	zero	NUM
ajis02-1551	344	14	sensitivity	sensitivity	NOUN
ajis02-1551	344	15	on	on	ADP
ajis02-1551	344	16	the	the	DET
ajis02-1551	344	17	“	"	PUNCT
ajis02-1551	344	18	low	low	ADJ
ajis02-1551	344	19	”	"	PUNCT
ajis02-1551	344	20	class	class	NOUN
ajis02-1551	344	21	,	,	PUNCT
ajis02-1551	344	22	and	and	CCONJ
ajis02-1551	344	23	the	the	DET
ajis02-1551	344	24	hit	hit	VERB
ajis02-1551	344	25	rate	rate	NOUN
ajis02-1551	344	26	on	on	ADP
ajis02-1551	344	27	the	the	DET
ajis02-1551	344	28	“	"	PUNCT
ajis02-1551	344	29	high	high	ADJ
ajis02-1551	344	30	”	"	PUNCT
ajis02-1551	344	31	class	class	NOUN
ajis02-1551	344	32	is	be	AUX
ajis02-1551	344	33	also	also	ADV
ajis02-1551	344	34	much	much	ADV
ajis02-1551	344	35	poorer	poor	ADJ
ajis02-1551	344	36	.	.	PUNCT
ajis02-1551	345	1	australasian	australasian	ADJ
ajis02-1551	345	2	journal	journal	NOUN
ajis02-1551	345	3	of	of	ADP
ajis02-1551	345	4	information	information	NOUN
ajis02-1551	345	5	systems	systems	PROPN
ajis02-1551	345	6	sun	sun	PROPN
ajis02-1551	345	7	&	&	CCONJ
ajis02-1551	345	8	stirling	stirling	PROPN
ajis02-1551	345	9	2017	2017	NUM
ajis02-1551	345	10	,	,	PUNCT
ajis02-1551	345	11	vol	vol	NOUN
ajis02-1551	345	12	21	21	NUM
ajis02-1551	345	13	,	,	PUNCT
ajis02-1551	345	14	selected	select	VERB
ajis02-1551	345	15	papers	paper	NOUN
ajis02-1551	345	16	from	from	ADP
ajis02-1551	345	17	ausdm	ausdm	PROPN
ajis02-1551	345	18	event	event	NOUN
ajis02-1551	345	19	group	group	NOUN
ajis02-1551	345	20	based	base	VERB
ajis02-1551	345	21	classification	classification	NOUN
ajis02-1551	345	22	framework	framework	NOUN
ajis02-1551	345	23	19	19	NUM
ajis02-1551	345	24	5	5	NUM
ajis02-1551	345	25	conclusion	conclusion	NOUN
ajis02-1551	345	26	and	and	CCONJ
ajis02-1551	345	27	future	future	ADJ
ajis02-1551	345	28	work	work	NOUN
ajis02-1551	345	29	this	this	DET
ajis02-1551	345	30	paper	paper	NOUN
ajis02-1551	345	31	presents	present	VERB
ajis02-1551	345	32	a	a	DET
ajis02-1551	345	33	novel	novel	ADJ
ajis02-1551	345	34	method	method	NOUN
ajis02-1551	345	35	to	to	PART
ajis02-1551	345	36	utilise	utilise	VERB
ajis02-1551	345	37	an	an	DET
ajis02-1551	345	38	xon	xon	ADJ
ajis02-1551	345	39	decision	decision	NOUN
ajis02-1551	345	40	tree	tree	NOUN
ajis02-1551	345	41	technique	technique	NOUN
ajis02-1551	345	42	for	for	ADP
ajis02-1551	345	43	classifying	classify	VERB
ajis02-1551	345	44	generic	generic	ADJ
ajis02-1551	345	45	streams	stream	NOUN
ajis02-1551	345	46	of	of	ADP
ajis02-1551	345	47	data	datum	NOUN
ajis02-1551	345	48	sequences	sequence	NOUN
ajis02-1551	345	49	.	.	PUNCT
ajis02-1551	346	1	provided	provide	VERB
ajis02-1551	346	2	that	that	SCONJ
ajis02-1551	346	3	numeric	numeric	ADJ
ajis02-1551	346	4	time	time	NOUN
ajis02-1551	346	5	series	series	PROPN
ajis02-1551	346	6	data	datum	NOUN
ajis02-1551	346	7	can	can	AUX
ajis02-1551	346	8	always	always	ADV
ajis02-1551	346	9	be	be	AUX
ajis02-1551	346	10	transformed	transform	VERB
ajis02-1551	346	11	into	into	ADP
ajis02-1551	346	12	a	a	DET
ajis02-1551	346	13	sequence	sequence	NOUN
ajis02-1551	346	14	of	of	ADP
ajis02-1551	346	15	nominal	nominal	ADJ
ajis02-1551	346	16	events	event	NOUN
ajis02-1551	346	17	with	with	ADP
ajis02-1551	346	18	an	an	DET
ajis02-1551	346	19	appropriate	appropriate	ADJ
ajis02-1551	346	20	abstraction	abstraction	NOUN
ajis02-1551	346	21	method	method	NOUN
ajis02-1551	346	22	,	,	PUNCT
ajis02-1551	346	23	the	the	DET
ajis02-1551	346	24	xon	xon	PROPN
ajis02-1551	346	25	approach	approach	NOUN
ajis02-1551	346	26	can	can	AUX
ajis02-1551	346	27	be	be	AUX
ajis02-1551	346	28	readily	readily	ADV
ajis02-1551	346	29	expanded	expand	VERB
ajis02-1551	346	30	to	to	ADP
ajis02-1551	346	31	other	other	ADJ
ajis02-1551	346	32	time	time	NOUN
ajis02-1551	346	33	series	series	PROPN
ajis02-1551	346	34	data	data	PROPN
ajis02-1551	346	35	mining	mining	NOUN
ajis02-1551	346	36	areas	area	NOUN
ajis02-1551	346	37	.	.	PUNCT
ajis02-1551	347	1	the	the	DET
ajis02-1551	347	2	language	language	NOUN
ajis02-1551	347	3	identification	identification	NOUN
ajis02-1551	347	4	test	test	NOUN
ajis02-1551	347	5	indicates	indicate	VERB
ajis02-1551	347	6	that	that	SCONJ
ajis02-1551	347	7	the	the	DET
ajis02-1551	347	8	xon	xon	PROPN
ajis02-1551	347	9	based	base	VERB
ajis02-1551	347	10	approach	approach	NOUN
ajis02-1551	347	11	has	have	VERB
ajis02-1551	347	12	similar	similar	ADJ
ajis02-1551	347	13	or	or	CCONJ
ajis02-1551	347	14	better	well	ADJ
ajis02-1551	347	15	performance	performance	NOUN
ajis02-1551	347	16	than	than	ADP
ajis02-1551	347	17	the	the	DET
ajis02-1551	347	18	traditional	traditional	ADJ
ajis02-1551	347	19	lid	lid	NOUN
ajis02-1551	347	20	algorithm	algorithm	NOUN
ajis02-1551	347	21	,	,	PUNCT
ajis02-1551	347	22	especially	especially	ADV
ajis02-1551	347	23	when	when	SCONJ
ajis02-1551	347	24	classification	classification	NOUN
ajis02-1551	347	25	is	be	AUX
ajis02-1551	347	26	made	make	VERB
ajis02-1551	347	27	on	on	ADP
ajis02-1551	347	28	isolated	isolated	ADJ
ajis02-1551	347	29	words	word	NOUN
ajis02-1551	347	30	.	.	PUNCT
ajis02-1551	348	1	the	the	DET
ajis02-1551	348	2	success	success	NOUN
ajis02-1551	348	3	on	on	ADP
ajis02-1551	348	4	the	the	DET
ajis02-1551	348	5	honeybee	honeybee	NOUN
ajis02-1551	348	6	behaviour	behaviour	NOUN
ajis02-1551	348	7	classification	classification	NOUN
ajis02-1551	348	8	demonstrates	demonstrate	VERB
ajis02-1551	348	9	that	that	SCONJ
ajis02-1551	348	10	our	our	PRON
ajis02-1551	348	11	approach	approach	NOUN
ajis02-1551	348	12	has	have	VERB
ajis02-1551	348	13	the	the	DET
ajis02-1551	348	14	capacity	capacity	NOUN
ajis02-1551	348	15	to	to	PART
ajis02-1551	348	16	model	model	VERB
ajis02-1551	348	17	and	and	CCONJ
ajis02-1551	348	18	classify	classify	VERB
ajis02-1551	348	19	genuine	genuine	ADJ
ajis02-1551	348	20	real	real	ADV
ajis02-1551	348	21	-	-	PUNCT
ajis02-1551	348	22	valued	value	VERB
ajis02-1551	348	23	time	time	NOUN
ajis02-1551	348	24	series	series	PROPN
ajis02-1551	348	25	data	data	PROPN
ajis02-1551	348	26	,	,	PUNCT
ajis02-1551	348	27	with	with	ADP
ajis02-1551	348	28	appropriate	appropriate	ADJ
ajis02-1551	348	29	transformation	transformation	NOUN
ajis02-1551	348	30	of	of	ADP
ajis02-1551	348	31	temporal	temporal	ADJ
ajis02-1551	348	32	events	event	NOUN
ajis02-1551	348	33	,	,	PUNCT
ajis02-1551	348	34	and	and	CCONJ
ajis02-1551	348	35	its	its	PRON
ajis02-1551	348	36	stable	stable	ADJ
ajis02-1551	348	37	performance	performance	NOUN
ajis02-1551	348	38	,	,	PUNCT
ajis02-1551	348	39	which	which	PRON
ajis02-1551	348	40	is	be	AUX
ajis02-1551	348	41	significant	significant	ADJ
ajis02-1551	348	42	when	when	SCONJ
ajis02-1551	348	43	compared	compare	VERB
ajis02-1551	348	44	with	with	ADP
ajis02-1551	348	45	other	other	ADJ
ajis02-1551	348	46	techniques	technique	NOUN
ajis02-1551	348	47	.	.	PUNCT
ajis02-1551	349	1	however	however	ADV
ajis02-1551	349	2	,	,	PUNCT
ajis02-1551	349	3	the	the	DET
ajis02-1551	349	4	temporal	temporal	ADJ
ajis02-1551	349	5	misalignment	misalignment	NOUN
ajis02-1551	349	6	does	do	AUX
ajis02-1551	349	7	not	not	PART
ajis02-1551	349	8	exist	exist	VERB
ajis02-1551	349	9	in	in	ADP
ajis02-1551	349	10	the	the	DET
ajis02-1551	349	11	two	two	NUM
ajis02-1551	349	12	tasks	task	NOUN
ajis02-1551	349	13	above	above	ADV
ajis02-1551	349	14	.	.	PUNCT
ajis02-1551	350	1	in	in	ADP
ajis02-1551	350	2	order	order	NOUN
ajis02-1551	350	3	to	to	PART
ajis02-1551	350	4	evaluate	evaluate	VERB
ajis02-1551	350	5	the	the	DET
ajis02-1551	350	6	merit	merit	NOUN
ajis02-1551	350	7	of	of	ADP
ajis02-1551	350	8	event	event	NOUN
ajis02-1551	350	9	group	group	NOUN
ajis02-1551	350	10	classification	classification	NOUN
ajis02-1551	350	11	,	,	PUNCT
ajis02-1551	350	12	plus	plus	CCONJ
ajis02-1551	350	13	to	to	PART
ajis02-1551	350	14	validate	validate	VERB
ajis02-1551	350	15	that	that	SCONJ
ajis02-1551	350	16	it	it	PRON
ajis02-1551	350	17	actually	actually	ADV
ajis02-1551	350	18	works	work	VERB
ajis02-1551	350	19	as	as	SCONJ
ajis02-1551	350	20	expected	expect	VERB
ajis02-1551	350	21	when	when	SCONJ
ajis02-1551	350	22	dealing	deal	VERB
ajis02-1551	350	23	with	with	ADP
ajis02-1551	350	24	the	the	DET
ajis02-1551	350	25	misalignment	misalignment	NOUN
ajis02-1551	350	26	issue	issue	NOUN
ajis02-1551	350	27	,	,	PUNCT
ajis02-1551	350	28	real	real	ADJ
ajis02-1551	350	29	-	-	PUNCT
ajis02-1551	350	30	world	world	NOUN
ajis02-1551	350	31	industrial	industrial	ADJ
ajis02-1551	350	32	data	datum	NOUN
ajis02-1551	350	33	encompassing	encompass	VERB
ajis02-1551	350	34	severe	severe	ADJ
ajis02-1551	350	35	time	time	NOUN
ajis02-1551	350	36	shifting	shift	VERB
ajis02-1551	350	37	problems	problem	NOUN
ajis02-1551	350	38	was	be	AUX
ajis02-1551	350	39	studied	study	VERB
ajis02-1551	350	40	.	.	PUNCT
ajis02-1551	351	1	here	here	ADV
ajis02-1551	351	2	,	,	PUNCT
ajis02-1551	351	3	the	the	DET
ajis02-1551	351	4	outcomes	outcome	NOUN
ajis02-1551	351	5	indicate	indicate	VERB
ajis02-1551	351	6	a	a	DET
ajis02-1551	351	7	significant	significant	ADJ
ajis02-1551	351	8	improvement	improvement	NOUN
ajis02-1551	351	9	in	in	ADP
ajis02-1551	351	10	correctly	correctly	ADV
ajis02-1551	351	11	predicting	predict	VERB
ajis02-1551	351	12	abnormal	abnormal	ADJ
ajis02-1551	351	13	process	process	NOUN
ajis02-1551	351	14	states	state	NOUN
ajis02-1551	351	15	or	or	CCONJ
ajis02-1551	351	16	modalities	modality	NOUN
ajis02-1551	351	17	.	.	PUNCT
ajis02-1551	352	1	there	there	PRON
ajis02-1551	352	2	are	be	VERB
ajis02-1551	352	3	a	a	DET
ajis02-1551	352	4	number	number	NOUN
ajis02-1551	352	5	of	of	ADP
ajis02-1551	352	6	advantages	advantage	NOUN
ajis02-1551	352	7	for	for	ADP
ajis02-1551	352	8	the	the	DET
ajis02-1551	352	9	methodology	methodology	NOUN
ajis02-1551	352	10	presented	present	VERB
ajis02-1551	352	11	in	in	ADP
ajis02-1551	352	12	this	this	DET
ajis02-1551	352	13	paper	paper	NOUN
ajis02-1551	352	14	.	.	PUNCT
ajis02-1551	353	1	firstly	firstly	ADV
ajis02-1551	353	2	,	,	PUNCT
ajis02-1551	353	3	the	the	DET
ajis02-1551	353	4	method	method	NOUN
ajis02-1551	353	5	looks	look	VERB
ajis02-1551	353	6	for	for	ADP
ajis02-1551	353	7	causally	causally	ADV
ajis02-1551	353	8	related	relate	VERB
ajis02-1551	353	9	signs	sign	NOUN
ajis02-1551	353	10	for	for	ADP
ajis02-1551	353	11	the	the	DET
ajis02-1551	353	12	classification	classification	NOUN
ajis02-1551	353	13	,	,	PUNCT
ajis02-1551	353	14	which	which	PRON
ajis02-1551	353	15	naturally	naturally	ADV
ajis02-1551	353	16	allows	allow	VERB
ajis02-1551	353	17	time	time	NOUN
ajis02-1551	353	18	variances	variance	NOUN
ajis02-1551	353	19	between	between	ADP
ajis02-1551	353	20	various	various	ADJ
ajis02-1551	353	21	attributes	attribute	NOUN
ajis02-1551	353	22	of	of	ADP
ajis02-1551	353	23	the	the	DET
ajis02-1551	353	24	input	input	NOUN
ajis02-1551	353	25	data	datum	NOUN
ajis02-1551	353	26	.	.	PUNCT
ajis02-1551	354	1	secondly	secondly	ADV
ajis02-1551	354	2	,	,	PUNCT
ajis02-1551	354	3	the	the	DET
ajis02-1551	354	4	method	method	NOUN
ajis02-1551	354	5	is	be	AUX
ajis02-1551	354	6	based	base	VERB
ajis02-1551	354	7	on	on	ADP
ajis02-1551	354	8	an	an	DET
ajis02-1551	354	9	abstracted	abstract	VERB
ajis02-1551	354	10	layer	layer	NOUN
ajis02-1551	354	11	(	(	PUNCT
ajis02-1551	354	12	beyond	beyond	ADP
ajis02-1551	354	13	numeric	numeric	ADJ
ajis02-1551	354	14	values	value	NOUN
ajis02-1551	354	15	)	)	PUNCT
ajis02-1551	354	16	,	,	PUNCT
ajis02-1551	354	17	the	the	DET
ajis02-1551	354	18	differences	difference	NOUN
ajis02-1551	354	19	in	in	ADP
ajis02-1551	354	20	attributes	attribute	NOUN
ajis02-1551	354	21	’	'	PUNCT
ajis02-1551	354	22	physical	physical	ADJ
ajis02-1551	354	23	meanings	meaning	NOUN
ajis02-1551	354	24	are	be	AUX
ajis02-1551	354	25	ignored	ignore	VERB
ajis02-1551	354	26	on	on	ADP
ajis02-1551	354	27	this	this	DET
ajis02-1551	354	28	layer	layer	NOUN
ajis02-1551	354	29	.	.	PUNCT
ajis02-1551	355	1	thirdly	thirdly	ADV
ajis02-1551	355	2	,	,	PUNCT
ajis02-1551	355	3	temporal	temporal	ADJ
ajis02-1551	355	4	information	information	NOUN
ajis02-1551	355	5	and	and	CCONJ
ajis02-1551	355	6	local	local	ADJ
ajis02-1551	355	7	ordering	ordering	NOUN
ajis02-1551	355	8	of	of	ADP
ajis02-1551	355	9	a	a	DET
ajis02-1551	355	10	single	single	ADJ
ajis02-1551	355	11	attribute	attribute	NOUN
ajis02-1551	355	12	can	can	AUX
ajis02-1551	355	13	be	be	AUX
ajis02-1551	355	14	embedded	embed	VERB
ajis02-1551	355	15	into	into	ADP
ajis02-1551	355	16	individual	individual	ADJ
ajis02-1551	355	17	events	event	NOUN
ajis02-1551	355	18	,	,	PUNCT
ajis02-1551	355	19	depending	depend	VERB
ajis02-1551	355	20	on	on	ADP
ajis02-1551	355	21	the	the	DET
ajis02-1551	355	22	event	event	NOUN
ajis02-1551	355	23	transformation	transformation	NOUN
ajis02-1551	355	24	,	,	PUNCT
ajis02-1551	355	25	and	and	CCONJ
ajis02-1551	355	26	the	the	DET
ajis02-1551	355	27	sliding	slide	VERB
ajis02-1551	355	28	window	window	NOUN
ajis02-1551	355	29	ensures	ensure	VERB
ajis02-1551	355	30	decision	decision	NOUN
ajis02-1551	355	31	are	be	AUX
ajis02-1551	355	32	made	make	VERB
ajis02-1551	355	33	over	over	ADP
ajis02-1551	355	34	a	a	DET
ajis02-1551	355	35	controllable	controllable	ADJ
ajis02-1551	355	36	period	period	NOUN
ajis02-1551	355	37	.	.	PUNCT
ajis02-1551	356	1	however	however	ADV
ajis02-1551	356	2	most	most	ADV
ajis02-1551	356	3	importantly	importantly	ADV
ajis02-1551	356	4	,	,	PUNCT
ajis02-1551	356	5	unordered	unordered	ADJ
ajis02-1551	356	6	event	event	NOUN
ajis02-1551	356	7	combination	combination	NOUN
ajis02-1551	356	8	allows	allow	VERB
ajis02-1551	356	9	temporal	temporal	ADJ
ajis02-1551	356	10	variance	variance	NOUN
ajis02-1551	356	11	within	within	ADP
ajis02-1551	356	12	the	the	DET
ajis02-1551	356	13	period	period	NOUN
ajis02-1551	356	14	,	,	PUNCT
ajis02-1551	356	15	which	which	PRON
ajis02-1551	356	16	simplifies	simplify	VERB
ajis02-1551	356	17	the	the	DET
ajis02-1551	356	18	feature	feature	NOUN
ajis02-1551	356	19	space	space	NOUN
ajis02-1551	356	20	and	and	CCONJ
ajis02-1551	356	21	provides	provide	VERB
ajis02-1551	356	22	tolerance	tolerance	NOUN
ajis02-1551	356	23	to	to	ADP
ajis02-1551	356	24	temporal	temporal	ADJ
ajis02-1551	356	25	misalignment	misalignment	NOUN
ajis02-1551	356	26	among	among	ADP
ajis02-1551	356	27	attributes	attribute	NOUN
ajis02-1551	356	28	.	.	PUNCT
ajis02-1551	357	1	it	it	PRON
ajis02-1551	357	2	has	have	AUX
ajis02-1551	357	3	been	be	AUX
ajis02-1551	357	4	illustrated	illustrate	VERB
ajis02-1551	357	5	in	in	ADP
ajis02-1551	357	6	this	this	DET
ajis02-1551	357	7	work	work	NOUN
ajis02-1551	357	8	that	that	PRON
ajis02-1551	357	9	the	the	DET
ajis02-1551	357	10	event	event	NOUN
ajis02-1551	357	11	group	group	NOUN
ajis02-1551	357	12	based	base	VERB
ajis02-1551	357	13	decision	decision	NOUN
ajis02-1551	357	14	tree	tree	NOUN
ajis02-1551	357	15	approach	approach	NOUN
ajis02-1551	357	16	demonstrates	demonstrate	VERB
ajis02-1551	357	17	significant	significant	ADJ
ajis02-1551	357	18	capability	capability	NOUN
ajis02-1551	357	19	for	for	ADP
ajis02-1551	357	20	classifying	classify	VERB
ajis02-1551	357	21	the	the	DET
ajis02-1551	357	22	sequential	sequential	ADJ
ajis02-1551	357	23	data	datum	NOUN
ajis02-1551	357	24	.	.	PUNCT
ajis02-1551	358	1	this	this	DET
ajis02-1551	358	2	event	event	NOUN
ajis02-1551	358	3	group	group	NOUN
ajis02-1551	358	4	based	base	VERB
ajis02-1551	358	5	method	method	NOUN
ajis02-1551	358	6	now	now	ADV
ajis02-1551	358	7	has	have	VERB
ajis02-1551	358	8	the	the	DET
ajis02-1551	358	9	potential	potential	NOUN
ajis02-1551	358	10	to	to	PART
ajis02-1551	358	11	be	be	AUX
ajis02-1551	358	12	used	use	VERB
ajis02-1551	358	13	as	as	ADP
ajis02-1551	358	14	a	a	DET
ajis02-1551	358	15	generic	generic	ADJ
ajis02-1551	358	16	methodology	methodology	NOUN
ajis02-1551	358	17	for	for	ADP
ajis02-1551	358	18	modelling	model	VERB
ajis02-1551	358	19	more	more	ADJ
ajis02-1551	358	20	complex	complex	ADJ
ajis02-1551	358	21	time	time	NOUN
ajis02-1551	358	22	series	series	NOUN
ajis02-1551	358	23	data	datum	NOUN
ajis02-1551	358	24	with	with	ADP
ajis02-1551	358	25	missing	miss	VERB
ajis02-1551	358	26	or	or	CCONJ
ajis02-1551	358	27	misaligned	misaligned	ADJ
ajis02-1551	358	28	variates	variate	NOUN
ajis02-1551	358	29	.	.	PUNCT
ajis02-1551	359	1	however	however	ADV
ajis02-1551	359	2	,	,	PUNCT
ajis02-1551	359	3	users	user	NOUN
ajis02-1551	359	4	need	need	VERB
ajis02-1551	359	5	to	to	PART
ajis02-1551	359	6	obtain	obtain	VERB
ajis02-1551	359	7	considerable	considerable	ADJ
ajis02-1551	359	8	knowledge	knowledge	NOUN
ajis02-1551	359	9	of	of	ADP
ajis02-1551	359	10	the	the	DET
ajis02-1551	359	11	target	target	NOUN
ajis02-1551	359	12	problem	problem	NOUN
ajis02-1551	359	13	in	in	ADP
ajis02-1551	359	14	order	order	NOUN
ajis02-1551	359	15	to	to	PART
ajis02-1551	359	16	appropriately	appropriately	ADV
ajis02-1551	359	17	select	select	VERB
ajis02-1551	359	18	the	the	DET
ajis02-1551	359	19	techniques	technique	NOUN
ajis02-1551	359	20	for	for	ADP
ajis02-1551	359	21	event	event	NOUN
ajis02-1551	359	22	generation	generation	NOUN
ajis02-1551	359	23	,	,	PUNCT
ajis02-1551	359	24	and	and	CCONJ
ajis02-1551	359	25	the	the	DET
ajis02-1551	359	26	parameters	parameter	NOUN
ajis02-1551	359	27	for	for	ADP
ajis02-1551	359	28	the	the	DET
ajis02-1551	359	29	egbc	egbc	NOUN
ajis02-1551	359	30	modelling	model	VERB
ajis02-1551	359	31	procedure	procedure	NOUN
ajis02-1551	359	32	,	,	PUNCT
ajis02-1551	359	33	e.g.	e.g.	ADV
ajis02-1551	359	34	the	the	DET
ajis02-1551	359	35	size	size	NOUN
ajis02-1551	359	36	of	of	ADP
ajis02-1551	359	37	sliding	slide	VERB
ajis02-1551	359	38	window	window	NOUN
ajis02-1551	359	39	,	,	PUNCT
ajis02-1551	359	40	duration	duration	NOUN
ajis02-1551	359	41	of	of	ADP
ajis02-1551	359	42	events	event	NOUN
ajis02-1551	359	43	and	and	CCONJ
ajis02-1551	359	44	size	size	NOUN
ajis02-1551	359	45	of	of	ADP
ajis02-1551	359	46	the	the	DET
ajis02-1551	359	47	xon	xon	PROPN
ajis02-1551	359	48	nodes	node	NOUN
ajis02-1551	359	49	.	.	PUNCT
ajis02-1551	360	1	we	we	PRON
ajis02-1551	360	2	also	also	ADV
ajis02-1551	360	3	find	find	VERB
ajis02-1551	360	4	the	the	DET
ajis02-1551	360	5	event	event	NOUN
ajis02-1551	360	6	groups	group	NOUN
ajis02-1551	360	7	generated	generate	VERB
ajis02-1551	360	8	by	by	ADP
ajis02-1551	360	9	xon	xon	PROPN
ajis02-1551	360	10	have	have	VERB
ajis02-1551	360	11	certain	certain	ADJ
ajis02-1551	360	12	similarities	similarity	NOUN
ajis02-1551	360	13	to	to	ADP
ajis02-1551	360	14	the	the	DET
ajis02-1551	360	15	concept	concept	NOUN
ajis02-1551	360	16	of	of	ADP
ajis02-1551	360	17	topic	topic	NOUN
ajis02-1551	360	18	modelling	modelling	NOUN
ajis02-1551	360	19	(	(	PUNCT
ajis02-1551	360	20	steyvers	steyver	NOUN
ajis02-1551	360	21	&	&	CCONJ
ajis02-1551	360	22	griffiths	griffiths	PROPN
ajis02-1551	360	23	2007	2007	NUM
ajis02-1551	360	24	)	)	PUNCT
ajis02-1551	360	25	,	,	PUNCT
ajis02-1551	360	26	however	however	ADV
ajis02-1551	360	27	these	these	PRON
ajis02-1551	360	28	are	be	AUX
ajis02-1551	360	29	derived	derive	VERB
ajis02-1551	360	30	from	from	ADP
ajis02-1551	360	31	supervised	supervised	ADJ
ajis02-1551	360	32	learning	learning	NOUN
ajis02-1551	360	33	based	base	VERB
ajis02-1551	360	34	on	on	ADP
ajis02-1551	360	35	the	the	DET
ajis02-1551	360	36	information	information	NOUN
ajis02-1551	360	37	gain	gain	NOUN
ajis02-1551	360	38	rather	rather	ADV
ajis02-1551	360	39	than	than	ADP
ajis02-1551	360	40	probabilities	probability	NOUN
ajis02-1551	360	41	.	.	PUNCT
ajis02-1551	361	1	future	future	ADJ
ajis02-1551	361	2	research	research	NOUN
ajis02-1551	361	3	will	will	AUX
ajis02-1551	361	4	include	include	VERB
ajis02-1551	361	5	utilising	utilise	VERB
ajis02-1551	361	6	topic	topic	NOUN
ajis02-1551	361	7	modelling	modelling	NOUN
ajis02-1551	361	8	for	for	ADP
ajis02-1551	361	9	minimising	minimise	VERB
ajis02-1551	361	10	or	or	CCONJ
ajis02-1551	361	11	scaling	scale	VERB
ajis02-1551	361	12	down	down	ADP
ajis02-1551	361	13	the	the	DET
ajis02-1551	361	14	feature	feature	NOUN
ajis02-1551	361	15	space	space	NOUN
ajis02-1551	361	16	,	,	PUNCT
ajis02-1551	361	17	in	in	ADP
ajis02-1551	361	18	order	order	NOUN
ajis02-1551	361	19	to	to	PART
ajis02-1551	361	20	extend	extend	VERB
ajis02-1551	361	21	this	this	DET
ajis02-1551	361	22	method	method	NOUN
ajis02-1551	361	23	to	to	ADP
ajis02-1551	361	24	more	more	ADV
ajis02-1551	361	25	challenging	challenging	ADJ
ajis02-1551	361	26	real	real	ADJ
ajis02-1551	361	27	world	world	NOUN
ajis02-1551	361	28	time	time	NOUN
ajis02-1551	361	29	series	series	PROPN
ajis02-1551	361	30	data	data	PROPN
ajis02-1551	361	31	mining	mining	NOUN
ajis02-1551	361	32	with	with	ADP
ajis02-1551	361	33	multi	multi	ADJ
ajis02-1551	361	34	-	-	ADJ
ajis02-1551	361	35	dimensional	dimensional	ADJ
ajis02-1551	361	36	forms	form	NOUN
ajis02-1551	361	37	and	and	CCONJ
ajis02-1551	361	38	potentially	potentially	ADV
ajis02-1551	361	39	complicated	complicate	VERB
ajis02-1551	361	40	intra	intra	ADJ
ajis02-1551	361	41	-	-	ADJ
ajis02-1551	361	42	sequential	sequential	ADJ
ajis02-1551	361	43	relationships	relationship	NOUN
ajis02-1551	361	44	.	.	PUNCT
ajis02-1551	361	45	
 	
 	SPACE
ajis02-1551	361	46	references	reference	NOUN
ajis02-1551	361	47	:	:	PUNCT
ajis02-1551	361	48	agrawal	agrawal	PROPN
ajis02-1551	361	49	,	,	PUNCT
ajis02-1551	361	50	r.	r.	PROPN
ajis02-1551	361	51	,	,	PUNCT
ajis02-1551	361	52	faloutsos	faloutsos	PROPN
ajis02-1551	361	53	,	,	PUNCT
ajis02-1551	361	54	c.	c.	PROPN
ajis02-1551	361	55	&	&	CCONJ
ajis02-1551	361	56	swami	swami	PROPN
ajis02-1551	361	57	,	,	PUNCT
ajis02-1551	361	58	a.	a.	NOUN
ajis02-1551	361	59	n.	n.	NOUN
ajis02-1551	361	60	(	(	PUNCT
ajis02-1551	361	61	1993	1993	NUM
ajis02-1551	361	62	)	)	PUNCT
ajis02-1551	361	63	,	,	PUNCT
ajis02-1551	361	64	efficient	efficient	ADJ
ajis02-1551	361	65	similarity	similarity	NOUN
ajis02-1551	361	66	search	search	NOUN
ajis02-1551	361	67	in	in	ADP
ajis02-1551	361	68	sequence	sequence	NOUN
ajis02-1551	361	69	databases	database	NOUN
ajis02-1551	361	70	,	,	PUNCT
ajis02-1551	361	71	in	in	ADP
ajis02-1551	361	72	‘	'	PUNCT
ajis02-1551	361	73	fodo	fodo	NOUN
ajis02-1551	361	74	’	'	PUNCT
ajis02-1551	361	75	,	,	PUNCT
ajis02-1551	361	76	pp	pp	ADJ
ajis02-1551	361	77	.	.	PUNCT
ajis02-1551	362	1	69–84	69–84	NOUN
ajis02-1551	362	2	.	.	PUNCT
ajis02-1551	363	1	allen	allen	PROPN
ajis02-1551	363	2	,	,	PUNCT
ajis02-1551	363	3	j.	j.	PROPN
ajis02-1551	363	4	f.	f.	PROPN
ajis02-1551	363	5	(	(	PUNCT
ajis02-1551	363	6	1983	1983	NUM
ajis02-1551	363	7	)	)	PUNCT
ajis02-1551	363	8	,	,	PUNCT
ajis02-1551	363	9	‘	'	PUNCT
ajis02-1551	363	10	maintaining	maintain	VERB
ajis02-1551	363	11	knowledge	knowledge	NOUN
ajis02-1551	363	12	about	about	ADP
ajis02-1551	363	13	temporal	temporal	ADJ
ajis02-1551	363	14	intervals	interval	NOUN
ajis02-1551	363	15	’	'	PUNCT
ajis02-1551	363	16	,	,	PUNCT
ajis02-1551	363	17	commun	commun	PROPN
ajis02-1551	363	18	.	.	PUNCT
ajis02-1551	363	19	acm	acm	PROPN
ajis02-1551	363	20	26(11	26(11	NUM
ajis02-1551	363	21	)	)	PUNCT
ajis02-1551	363	22	,	,	PUNCT
ajis02-1551	363	23	832–843	832–843	NUM
ajis02-1551	363	24	.	.	PUNCT
ajis02-1551	364	1	banks	bank	NOUN
ajis02-1551	364	2	,	,	PUNCT
ajis02-1551	364	3	b.	b.	PROPN
ajis02-1551	364	4	s.	s.	PROPN
ajis02-1551	364	5	(	(	PUNCT
ajis02-1551	364	6	1999	1999	NUM
ajis02-1551	364	7	)	)	PUNCT
ajis02-1551	364	8	,	,	PUNCT
ajis02-1551	364	9	neural	neural	ADJ
ajis02-1551	364	10	network	network	NOUN
ajis02-1551	364	11	based	base	VERB
ajis02-1551	364	12	modeling	modeling	NOUN
ajis02-1551	364	13	and	and	CCONJ
ajis02-1551	364	14	data	datum	NOUN
ajis02-1551	364	15	mining	mining	NOUN
ajis02-1551	364	16	of	of	ADP
ajis02-1551	364	17	blast	blast	NOUN
ajis02-1551	364	18	furnace	furnace	NOUN
ajis02-1551	364	19	operations	operation	NOUN
ajis02-1551	364	20	,	,	PUNCT
ajis02-1551	364	21	phd	phd	NOUN
ajis02-1551	364	22	thesis	thesis	PROPN
ajis02-1551	364	23	,	,	PUNCT
ajis02-1551	364	24	massachusetts	massachusetts	PROPN
ajis02-1551	364	25	institute	institute	PROPN
ajis02-1551	364	26	of	of	ADP
ajis02-1551	364	27	technology	technology	PROPN
ajis02-1551	364	28	.	.	PUNCT
ajis02-1551	365	1	bhattacharjee	bhattacharjee	PROPN
ajis02-1551	365	2	,	,	PUNCT
ajis02-1551	365	3	s.	s.	PROPN
ajis02-1551	365	4	d.	d.	PROPN
ajis02-1551	365	5	&	&	CCONJ
ajis02-1551	365	6	das	das	PROPN
ajis02-1551	365	7	,	,	PUNCT
ajis02-1551	365	8	a.	a.	NOUN
ajis02-1551	365	9	(	(	PUNCT
ajis02-1551	365	10	1999	1999	NUM
ajis02-1551	365	11	)	)	PUNCT
ajis02-1551	365	12	,	,	PUNCT
ajis02-1551	365	13	‘	'	PUNCT
ajis02-1551	365	14	application	application	NOUN
ajis02-1551	365	15	of	of	ADP
ajis02-1551	365	16	artificial	artificial	ADJ
ajis02-1551	365	17	intelligence	intelligence	NOUN
ajis02-1551	365	18	in	in	ADP
ajis02-1551	365	19	tata	tata	PROPN
ajis02-1551	365	20	steel	steel	PROPN
ajis02-1551	365	21	,	,	PUNCT
ajis02-1551	365	22	’	'	PUNCT
ajis02-1551	365	23	tata	tata	NOUN
ajis02-1551	365	24	search	search	NOUN
ajis02-1551	365	25	,	,	PUNCT
ajis02-1551	365	26	tech	tech	NOUN
ajis02-1551	365	27	.	.	PUNCT
ajis02-1551	366	1	rep	rep	PROPN
ajis02-1551	366	2	.	.	PROPN
ajis02-1551	366	3	batuwita	batuwita	PROPN
ajis02-1551	366	4	,	,	PUNCT
ajis02-1551	366	5	r.	r.	PROPN
ajis02-1551	366	6	&	&	CCONJ
ajis02-1551	366	7	palade	palade	PROPN
ajis02-1551	366	8	,	,	PUNCT
ajis02-1551	366	9	v.	v.	PROPN
ajis02-1551	366	10	(	(	PUNCT
ajis02-1551	366	11	2012	2012	NUM
ajis02-1551	366	12	)	)	PUNCT
ajis02-1551	366	13	,	,	PUNCT
ajis02-1551	366	14	‘	'	PUNCT
ajis02-1551	366	15	adjusted	adjust	VERB
ajis02-1551	366	16	geometric	geometric	ADJ
ajis02-1551	366	17	-	-	PUNCT
ajis02-1551	366	18	mean	mean	NOUN
ajis02-1551	366	19	:	:	PUNCT
ajis02-1551	366	20	a	a	DET
ajis02-1551	366	21	novel	novel	ADJ
ajis02-1551	366	22	performance	performance	NOUN
ajis02-1551	366	23	measure	measure	NOUN
ajis02-1551	366	24	for	for	ADP
ajis02-1551	366	25	imbalanced	imbalanced	ADJ
ajis02-1551	366	26	bioinformatics	bioinformatics	NOUN
ajis02-1551	366	27	datasets	dataset	NOUN
ajis02-1551	366	28	learning	learn	VERB
ajis02-1551	366	29	.	.	PUNCT
ajis02-1551	366	30	’	'	PUNCT
ajis02-1551	366	31	,	,	PUNCT
ajis02-1551	366	32	j.	j.	PROPN
ajis02-1551	366	33	bioinformatics	bioinformatics	PROPN
ajis02-1551	366	34	and	and	CCONJ
ajis02-1551	366	35	computational	computational	ADJ
ajis02-1551	366	36	biology	biology	NOUN
ajis02-1551	366	37	10(4	10(4	NUM
ajis02-1551	366	38	)	)	PUNCT
ajis02-1551	366	39	.	.	PUNCT
ajis02-1551	367	1	australasian	australasian	ADJ
ajis02-1551	367	2	journal	journal	NOUN
ajis02-1551	367	3	of	of	ADP
ajis02-1551	367	4	information	information	NOUN
ajis02-1551	367	5	systems	systems	PROPN
ajis02-1551	367	6	sun	sun	PROPN
ajis02-1551	367	7	&	&	CCONJ
ajis02-1551	367	8	stirling	stirling	PROPN
ajis02-1551	367	9	2017	2017	NUM
ajis02-1551	367	10	,	,	PUNCT
ajis02-1551	367	11	vol	vol	NOUN
ajis02-1551	367	12	21	21	NUM
ajis02-1551	367	13	,	,	PUNCT
ajis02-1551	367	14	selected	select	VERB
ajis02-1551	367	15	papers	paper	NOUN
ajis02-1551	367	16	from	from	ADP
ajis02-1551	367	17	ausdm	ausdm	PROPN
ajis02-1551	367	18	event	event	NOUN
ajis02-1551	367	19	group	group	NOUN
ajis02-1551	367	20	based	base	VERB
ajis02-1551	367	21	classification	classification	NOUN
ajis02-1551	367	22	framework	framework	NOUN
ajis02-1551	367	23	20	20	NUM
ajis02-1551	367	24	batyrshin	batyrshin	ADJ
ajis02-1551	367	25	,	,	PUNCT
ajis02-1551	367	26	i.	i.	PROPN
ajis02-1551	367	27	z.	z.	PROPN
ajis02-1551	367	28	&	&	CCONJ
ajis02-1551	367	29	sheremetov	sheremetov	PROPN
ajis02-1551	367	30	,	,	PUNCT
ajis02-1551	367	31	l.	l.	PROPN
ajis02-1551	367	32	(	(	PUNCT
ajis02-1551	367	33	2008	2008	NUM
ajis02-1551	367	34	)	)	PUNCT
ajis02-1551	367	35	,	,	PUNCT
ajis02-1551	367	36	‘	'	PUNCT
ajis02-1551	367	37	perception	perception	NOUN
ajis02-1551	367	38	-	-	PUNCT
ajis02-1551	367	39	based	base	VERB
ajis02-1551	367	40	approach	approach	NOUN
ajis02-1551	367	41	to	to	ADP
ajis02-1551	367	42	time	time	NOUN
ajis02-1551	367	43	series	series	PROPN
ajis02-1551	367	44	data	data	PROPN
ajis02-1551	367	45	mining	mining	NOUN
ajis02-1551	367	46	’	'	PUNCT
ajis02-1551	367	47	,	,	PUNCT
ajis02-1551	367	48	appl	appl	PROPN
ajis02-1551	367	49	.	.	PUNCT
ajis02-1551	367	50	soft	soft	ADJ
ajis02-1551	367	51	comput	comput	NOUN
ajis02-1551	367	52	.	.	PUNCT
ajis02-1551	368	1	8(3	8(3	NUM
ajis02-1551	368	2	)	)	PUNCT
ajis02-1551	368	3	,	,	PUNCT
ajis02-1551	368	4	1211–1221	1211–1221	PROPN
ajis02-1551	368	5	.	.	PUNCT
ajis02-1551	369	1	biswas	biswas	PROPN
ajis02-1551	369	2	,	,	PUNCT
ajis02-1551	369	3	a.	a.	NOUN
ajis02-1551	369	4	(	(	PUNCT
ajis02-1551	369	5	1981	1981	NUM
ajis02-1551	369	6	)	)	PUNCT
ajis02-1551	369	7	,	,	PUNCT
ajis02-1551	369	8	principles	principle	NOUN
ajis02-1551	369	9	of	of	ADP
ajis02-1551	369	10	blast	blast	NOUN
ajis02-1551	369	11	furnace	furnace	NOUN
ajis02-1551	369	12	ironmaking	ironmaking	NOUN
ajis02-1551	369	13	:	:	PUNCT
ajis02-1551	369	14	theory	theory	NOUN
ajis02-1551	369	15	and	and	CCONJ
ajis02-1551	369	16	practice	practice	NOUN
ajis02-1551	369	17	,	,	PUNCT
ajis02-1551	369	18	cootha	cootha	PROPN
ajis02-1551	369	19	.	.	PUNCT
ajis02-1551	370	1	url	url	PROPN
ajis02-1551	370	2	:	:	PUNCT
ajis02-1551	370	3	https://books.google.com.au/books?id=tbdxqgaacaaj	https://books.google.com.au/books?id=tbdxqgaacaaj	NOUN
ajis02-1551	370	4	cavnar	cavnar	NOUN
ajis02-1551	370	5	,	,	PUNCT
ajis02-1551	370	6	w.	w.	PROPN
ajis02-1551	370	7	b.	b.	PROPN
ajis02-1551	370	8	,	,	PUNCT
ajis02-1551	370	9	trenkle	trenkle	PROPN
ajis02-1551	370	10	,	,	PUNCT
ajis02-1551	370	11	j.	j.	PROPN
ajis02-1551	370	12	m.	m.	PROPN
ajis02-1551	370	13	et	et	PROPN
ajis02-1551	370	14	al	al	PROPN
ajis02-1551	370	15	.	.	PROPN
ajis02-1551	370	16	(	(	PUNCT
ajis02-1551	370	17	1994	1994	NUM
ajis02-1551	370	18	)	)	PUNCT
ajis02-1551	370	19	,	,	PUNCT
ajis02-1551	370	20	‘	'	PUNCT
ajis02-1551	370	21	n	n	CCONJ
ajis02-1551	370	22	-	-	PUNCT
ajis02-1551	370	23	gram	gram	NOUN
ajis02-1551	370	24	-	-	PUNCT
ajis02-1551	370	25	based	base	VERB
ajis02-1551	370	26	text	text	NOUN
ajis02-1551	370	27	categorization	categorization	NOUN
ajis02-1551	370	28	’	'	PUNCT
ajis02-1551	370	29	,	,	PUNCT
ajis02-1551	370	30	ann	ann	PROPN
ajis02-1551	370	31	arbor	arbor	PROPN
ajis02-1551	370	32	mi	mi	PROPN
ajis02-1551	370	33	48113(2	48113(2	PROPN
ajis02-1551	370	34	)	)	PUNCT
ajis02-1551	370	35	,	,	PUNCT
ajis02-1551	370	36	161–175	161–175	NUM
ajis02-1551	370	37	.	.	PUNCT
ajis02-1551	371	1	fox	fox	PROPN
ajis02-1551	371	2	,	,	PUNCT
ajis02-1551	371	3	e.	e.	PROPN
ajis02-1551	371	4	b.	b.	PROPN
ajis02-1551	371	5	,	,	PUNCT
ajis02-1551	371	6	sudderth	sudderth	ADV
ajis02-1551	371	7	,	,	PUNCT
ajis02-1551	371	8	e.	e.	PROPN
ajis02-1551	371	9	b.	b.	PROPN
ajis02-1551	371	10	,	,	PUNCT
ajis02-1551	371	11	jordan	jordan	PROPN
ajis02-1551	371	12	,	,	PUNCT
ajis02-1551	371	13	m.	m.	PROPN
ajis02-1551	371	14	i.	i.	PROPN
ajis02-1551	371	15	&	&	CCONJ
ajis02-1551	371	16	willsky	willsky	PROPN
ajis02-1551	371	17	,	,	PUNCT
ajis02-1551	371	18	a.	a.	PROPN
ajis02-1551	371	19	s.	s.	PROPN
ajis02-1551	371	20	(	(	PUNCT
ajis02-1551	371	21	2008	2008	NUM
ajis02-1551	371	22	)	)	PUNCT
ajis02-1551	371	23	,	,	PUNCT
ajis02-1551	371	24	nonparametric	nonparametric	NOUN
ajis02-1551	371	25	bayesian	bayesian	NOUN
ajis02-1551	371	26	learning	learning	NOUN
ajis02-1551	371	27	of	of	ADP
ajis02-1551	371	28	switching	switch	VERB
ajis02-1551	371	29	linear	linear	ADJ
ajis02-1551	371	30	dynamical	dynamical	ADJ
ajis02-1551	371	31	systems	system	NOUN
ajis02-1551	371	32	,	,	PUNCT
ajis02-1551	371	33	in	in	ADP
ajis02-1551	371	34	‘	'	PUNCT
ajis02-1551	371	35	nips	nip	NOUN
ajis02-1551	371	36	’	'	PUNCT
ajis02-1551	371	37	,	,	PUNCT
ajis02-1551	371	38	pp	pp	ADJ
ajis02-1551	371	39	.	.	PUNCT
ajis02-1551	372	1	457–464	457–464	NUM
ajis02-1551	372	2	.	.	PUNCT
ajis02-1551	373	1	freksa	freksa	NOUN
ajis02-1551	373	2	,	,	PUNCT
ajis02-1551	373	3	c.	c.	NOUN
ajis02-1551	373	4	(	(	PUNCT
ajis02-1551	373	5	1992	1992	NUM
ajis02-1551	373	6	)	)	PUNCT
ajis02-1551	373	7	,	,	PUNCT
ajis02-1551	373	8	an	an	DET
ajis02-1551	373	9	event	event	NOUN
ajis02-1551	373	10	group	group	NOUN
ajis02-1551	373	11	based	base	VERB
ajis02-1551	373	12	classification	classification	NOUN
ajis02-1551	373	13	framework	framework	NOUN
ajis02-1551	373	14	for	for	ADP
ajis02-1551	373	15	multi	multi	ADJ
ajis02-1551	373	16	-	-	ADJ
ajis02-1551	373	17	variate	variate	ADJ
ajis02-1551	373	18	sequential	sequential	ADJ
ajis02-1551	373	19	data	datum	NOUN
ajis02-1551	373	20	,	,	PUNCT
ajis02-1551	373	21	‘	'	PUNCT
ajis02-1551	373	22	temporal	temporal	ADJ
ajis02-1551	373	23	reasoning	reasoning	NOUN
ajis02-1551	373	24	based	base	VERB
ajis02-1551	373	25	on	on	ADP
ajis02-1551	373	26	semi	semi	NOUN
ajis02-1551	373	27	-	-	NOUN
ajis02-1551	373	28	intervals	interval	NOUN
ajis02-1551	373	29	’	'	PUNCT
ajis02-1551	373	30	,	,	PUNCT
ajis02-1551	373	31	artif	artif	INTJ
ajis02-1551	373	32	.	.	PUNCT
ajis02-1551	374	1	intell	intell	PROPN
ajis02-1551	374	2	.	.	PUNCT
ajis02-1551	375	1	54(1	54(1	NUM
ajis02-1551	375	2	)	)	PUNCT
ajis02-1551	375	3	,	,	PUNCT
ajis02-1551	375	4	199	199	NUM
ajis02-1551	375	5	–	–	SYM
ajis02-1551	375	6	227	227	NUM
ajis02-1551	375	7	.	.	PUNCT
ajis02-1551	376	1	granger	granger	PROPN
ajis02-1551	376	2	,	,	PUNCT
ajis02-1551	376	3	c.	c.	PROPN
ajis02-1551	376	4	w.	w.	PROPN
ajis02-1551	376	5	j.	j.	PROPN
ajis02-1551	376	6	(	(	PUNCT
ajis02-1551	376	7	1969	1969	NUM
ajis02-1551	376	8	)	)	PUNCT
ajis02-1551	376	9	,	,	PUNCT
ajis02-1551	376	10	‘	'	PUNCT
ajis02-1551	376	11	investigating	investigate	VERB
ajis02-1551	376	12	causal	causal	ADJ
ajis02-1551	376	13	relations	relation	NOUN
ajis02-1551	376	14	by	by	ADP
ajis02-1551	376	15	econometric	econometric	ADJ
ajis02-1551	376	16	models	model	NOUN
ajis02-1551	376	17	and	and	CCONJ
ajis02-1551	376	18	crossspectral	crossspectral	ADJ
ajis02-1551	376	19	methods	method	NOUN
ajis02-1551	376	20	’	'	PUNCT
ajis02-1551	376	21	,	,	PUNCT
ajis02-1551	376	22	econometrica	econometrica	PROPN
ajis02-1551	376	23	37	37	NUM
ajis02-1551	376	24	,	,	PUNCT
ajis02-1551	376	25	424–438	424–438	NUM
ajis02-1551	376	26	.	.	PUNCT
ajis02-1551	377	1	granger	granger	PROPN
ajis02-1551	377	2	,	,	PUNCT
ajis02-1551	377	3	c.	c.	PROPN
ajis02-1551	377	4	(	(	PUNCT
ajis02-1551	377	5	1980	1980	NUM
ajis02-1551	377	6	)	)	PUNCT
ajis02-1551	377	7	,	,	PUNCT
ajis02-1551	377	8	‘	'	PUNCT
ajis02-1551	377	9	testing	test	VERB
ajis02-1551	377	10	for	for	ADP
ajis02-1551	377	11	causality	causality	NOUN
ajis02-1551	377	12	:	:	PUNCT
ajis02-1551	377	13	a	a	DET
ajis02-1551	377	14	personal	personal	ADJ
ajis02-1551	377	15	viewpoint	viewpoint	NOUN
ajis02-1551	377	16	journal	journal	NOUN
ajis02-1551	377	17	of	of	ADP
ajis02-1551	377	18	economic	economic	ADJ
ajis02-1551	377	19	’	'	PUNCT
ajis02-1551	377	20	,	,	PUNCT
ajis02-1551	377	21	dynamics	dynamic	NOUN
ajis02-1551	377	22	and	and	CCONJ
ajis02-1551	377	23	control	control	NOUN
ajis02-1551	377	24	,	,	PUNCT
ajis02-1551	377	25	1980	1980	NUM
ajis02-1551	377	26	,	,	PUNCT
ajis02-1551	377	27	2	2	NUM
ajis02-1551	377	28	,	,	PUNCT
ajis02-1551	377	29	329	329	NUM
ajis02-1551	377	30	-	-	SYM
ajis02-1551	377	31	352	352	NUM
ajis02-1551	377	32	.	.	PUNCT
ajis02-1551	377	33	harvey	harvey	NOUN
ajis02-1551	377	34	,	,	PUNCT
ajis02-1551	377	35	j.-p	j.-p	PROPN
ajis02-1551	377	36	.	.	PUNCT
ajis02-1551	377	37	&	&	CCONJ
ajis02-1551	377	38	gheribi	gheribi	PROPN
ajis02-1551	377	39	,	,	PUNCT
ajis02-1551	377	40	a.	a.	PROPN
ajis02-1551	377	41	e.	e.	PROPN
ajis02-1551	377	42	(	(	PUNCT
ajis02-1551	377	43	2014	2014	NUM
ajis02-1551	377	44	)	)	PUNCT
ajis02-1551	377	45	,	,	PUNCT
ajis02-1551	377	46	‘	'	PUNCT
ajis02-1551	377	47	process	process	NOUN
ajis02-1551	377	48	simulation	simulation	NOUN
ajis02-1551	377	49	and	and	CCONJ
ajis02-1551	377	50	control	control	NOUN
ajis02-1551	377	51	optimization	optimization	NOUN
ajis02-1551	377	52	of	of	ADP
ajis02-1551	377	53	a	a	DET
ajis02-1551	377	54	blast	blast	NOUN
ajis02-1551	377	55	furnace	furnace	NOUN
ajis02-1551	377	56	using	use	VERB
ajis02-1551	377	57	classical	classical	ADJ
ajis02-1551	377	58	thermodynamics	thermodynamic	NOUN
ajis02-1551	377	59	combined	combine	VERB
ajis02-1551	377	60	to	to	ADP
ajis02-1551	377	61	a	a	DET
ajis02-1551	377	62	direct	direct	ADJ
ajis02-1551	377	63	search	search	NOUN
ajis02-1551	377	64	algorithm	algorithm	NOUN
ajis02-1551	377	65	,	,	PUNCT
ajis02-1551	377	66	’	'	PUNCT
ajis02-1551	377	67	metallurgical	metallurgical	ADJ
ajis02-1551	377	68	and	and	CCONJ
ajis02-1551	377	69	materials	material	NOUN
ajis02-1551	377	70	transactions	transaction	NOUN
ajis02-1551	377	71	b	b	NOUN
ajis02-1551	377	72	,	,	PUNCT
ajis02-1551	377	73	vol	vol	NOUN
ajis02-1551	377	74	.	.	PROPN
ajis02-1551	377	75	45	45	NUM
ajis02-1551	377	76	,	,	PUNCT
ajis02-1551	377	77	no	no	INTJ
ajis02-1551	377	78	.	.	NOUN
ajis02-1551	377	79	1	1	NUM
ajis02-1551	377	80	,	,	PUNCT
ajis02-1551	377	81	pp	pp	ADJ
ajis02-1551	377	82	.	.	PUNCT
ajis02-1551	378	1	307–327	307–327	NUM
ajis02-1551	378	2	,	,	PUNCT
ajis02-1551	378	3	2014	2014	NUM
ajis02-1551	378	4	.	.	PUNCT
ajis02-1551	379	1	hornik	hornik	PROPN
ajis02-1551	379	2	,	,	PUNCT
ajis02-1551	379	3	k.	k.	PROPN
ajis02-1551	379	4	,	,	PUNCT
ajis02-1551	379	5	mair	mair	PROPN
ajis02-1551	379	6	,	,	PUNCT
ajis02-1551	379	7	p.	p.	PROPN
ajis02-1551	379	8	,	,	PUNCT
ajis02-1551	379	9	rauch	rauch	PROPN
ajis02-1551	379	10	,	,	PUNCT
ajis02-1551	379	11	j.	j.	PROPN
ajis02-1551	379	12	,	,	PUNCT
ajis02-1551	379	13	geiger	geiger	PROPN
ajis02-1551	379	14	,	,	PUNCT
ajis02-1551	379	15	w.	w.	PROPN
ajis02-1551	379	16	,	,	PUNCT
ajis02-1551	379	17	buchta	buchta	PROPN
ajis02-1551	379	18	,	,	PUNCT
ajis02-1551	379	19	c.	c.	PROPN
ajis02-1551	379	20	&	&	CCONJ
ajis02-1551	379	21	feinerer	feinerer	PROPN
ajis02-1551	379	22	,	,	PUNCT
ajis02-1551	379	23	i.	i.	PROPN
ajis02-1551	379	24	(	(	PUNCT
ajis02-1551	379	25	2013	2013	NUM
ajis02-1551	379	26	)	)	PUNCT
ajis02-1551	379	27	,	,	PUNCT
ajis02-1551	379	28	‘	'	PUNCT
ajis02-1551	379	29	the	the	DET
ajis02-1551	379	30	textcat	textcat	NOUN
ajis02-1551	379	31	package	package	NOUN
ajis02-1551	379	32	for	for	ADP
ajis02-1551	379	33	n	n	NOUN
ajis02-1551	379	34	-	-	PUNCT
ajis02-1551	379	35	gram	gram	NOUN
ajis02-1551	379	36	based	base	VERB
ajis02-1551	379	37	text	text	NOUN
ajis02-1551	379	38	categorization	categorization	NOUN
ajis02-1551	379	39	in	in	ADP
ajis02-1551	379	40	r	r	NOUN
ajis02-1551	379	41	’	'	PUNCT
ajis02-1551	379	42	,	,	PUNCT
ajis02-1551	379	43	journal	journal	NOUN
ajis02-1551	379	44	of	of	ADP
ajis02-1551	379	45	statistical	statistical	ADJ
ajis02-1551	379	46	software	software	NOUN
ajis02-1551	379	47	52(6	52(6	NUM
ajis02-1551	379	48	)	)	PUNCT
ajis02-1551	379	49	,	,	PUNCT
ajis02-1551	379	50	1–17	1–17	PROPN
ajis02-1551	379	51	.	.	PUNCT
ajis02-1551	380	1	kommenda	kommenda	PROPN
ajis02-1551	380	2	,	,	PUNCT
ajis02-1551	380	3	m.	m.	NOUN
ajis02-1551	380	4	,	,	PUNCT
ajis02-1551	380	5	kronberger	kronberger	PROPN
ajis02-1551	380	6	,	,	PUNCT
ajis02-1551	380	7	g.	g.	PROPN
ajis02-1551	380	8	,	,	PUNCT
ajis02-1551	380	9	feilmayr	feilmayr	PROPN
ajis02-1551	380	10	,	,	PUNCT
ajis02-1551	380	11	c.	c.	PROPN
ajis02-1551	380	12	,	,	PUNCT
ajis02-1551	380	13	&	&	CCONJ
ajis02-1551	380	14	affenzeller	affenzeller	PROPN
ajis02-1551	380	15	,	,	PUNCT
ajis02-1551	380	16	m.	m.	NOUN
ajis02-1551	380	17	(	(	PUNCT
ajis02-1551	380	18	2011	2011	NUM
ajis02-1551	380	19	)	)	PUNCT
ajis02-1551	380	20	,	,	PUNCT
ajis02-1551	380	21	‘	'	PUNCT
ajis02-1551	380	22	data	data	NOUN
ajis02-1551	380	23	mining	mining	NOUN
ajis02-1551	380	24	using	use	VERB
ajis02-1551	380	25	unguided	unguided	ADJ
ajis02-1551	380	26	symbolic	symbolic	ADJ
ajis02-1551	380	27	regression	regression	NOUN
ajis02-1551	380	28	on	on	ADP
ajis02-1551	380	29	a	a	DET
ajis02-1551	380	30	blast	blast	NOUN
ajis02-1551	380	31	furnace	furnace	NOUN
ajis02-1551	380	32	dataset	dataset	NOUN
ajis02-1551	380	33	,	,	PUNCT
ajis02-1551	380	34	’	'	PUNCT
ajis02-1551	380	35	in	in	ADP
ajis02-1551	380	36	applications	application	NOUN
ajis02-1551	380	37	of	of	ADP
ajis02-1551	380	38	evolutionary	evolutionary	ADJ
ajis02-1551	380	39	computation	computation	NOUN
ajis02-1551	380	40	.	.	PUNCT
ajis02-1551	381	1	springer	springer	NOUN
ajis02-1551	381	2	,	,	PUNCT
ajis02-1551	381	3	2011	2011	NUM
ajis02-1551	381	4	,	,	PUNCT
ajis02-1551	381	5	pp	pp	ADJ
ajis02-1551	381	6	.	.	PUNCT
ajis02-1551	382	1	274–283	274–283	NUM
ajis02-1551	382	2	.	.	PUNCT
ajis02-1551	383	1	koza	koza	PROPN
ajis02-1551	383	2	,	,	PUNCT
ajis02-1551	383	3	j.r	j.r	PROPN
ajis02-1551	383	4	.	.	PROPN
ajis02-1551	383	5	(	(	PUNCT
ajis02-1551	383	6	1992	1992	NUM
ajis02-1551	383	7	)	)	PUNCT
ajis02-1551	383	8	,	,	PUNCT
ajis02-1551	383	9	‘	'	PUNCT
ajis02-1551	383	10	genetic	genetic	ADJ
ajis02-1551	383	11	programming	programming	NOUN
ajis02-1551	383	12	:	:	PUNCT
ajis02-1551	383	13	on	on	ADP
ajis02-1551	383	14	the	the	DET
ajis02-1551	383	15	programming	programming	NOUN
ajis02-1551	383	16	of	of	ADP
ajis02-1551	383	17	computers	computer	NOUN
ajis02-1551	383	18	by	by	ADP
ajis02-1551	383	19	means	mean	NOUN
ajis02-1551	383	20	of	of	ADP
ajis02-1551	383	21	natural	natural	ADJ
ajis02-1551	383	22	selection	selection	NOUN
ajis02-1551	383	23	,	,	PUNCT
ajis02-1551	383	24	’	'	PUNCT
ajis02-1551	383	25	mit	mit	PROPN
ajis02-1551	383	26	press	press	NOUN
ajis02-1551	383	27	,	,	PUNCT
ajis02-1551	383	28	cambridge	cambridge	PROPN
ajis02-1551	383	29	,	,	PUNCT
ajis02-1551	383	30	ma	ma	PROPN
ajis02-1551	383	31	,	,	PUNCT
ajis02-1551	383	32	usa	usa	PROPN
ajis02-1551	383	33	.	.	PROPN
ajis02-1551	383	34	laxman	laxman	PROPN
ajis02-1551	383	35	,	,	PUNCT
ajis02-1551	383	36	s.	s.	PROPN
ajis02-1551	383	37	,	,	PUNCT
ajis02-1551	383	38	sastry	sastry	PROPN
ajis02-1551	383	39	,	,	PUNCT
ajis02-1551	383	40	p.	p.	PROPN
ajis02-1551	383	41	&	&	CCONJ
ajis02-1551	383	42	unnikrishnan	unnikrishnan	PROPN
ajis02-1551	383	43	,	,	PUNCT
ajis02-1551	383	44	k.	k.	PROPN
ajis02-1551	383	45	(	(	PUNCT
ajis02-1551	383	46	2007	2007	NUM
ajis02-1551	383	47	)	)	PUNCT
ajis02-1551	383	48	,	,	PUNCT
ajis02-1551	383	49	a	a	DET
ajis02-1551	383	50	fast	fast	ADJ
ajis02-1551	383	51	algorithm	algorithm	NOUN
ajis02-1551	383	52	for	for	ADP
ajis02-1551	383	53	finding	find	VERB
ajis02-1551	383	54	frequent	frequent	ADJ
ajis02-1551	383	55	episodes	episode	NOUN
ajis02-1551	383	56	in	in	ADP
ajis02-1551	383	57	event	event	NOUN
ajis02-1551	383	58	streams	stream	NOUN
ajis02-1551	383	59	,	,	PUNCT
ajis02-1551	383	60	in	in	ADP
ajis02-1551	383	61	‘	'	PUNCT
ajis02-1551	383	62	proceedings	proceeding	NOUN
ajis02-1551	383	63	of	of	ADP
ajis02-1551	383	64	the	the	DET
ajis02-1551	383	65	13th	13th	NOUN
ajis02-1551	383	66	acm	acm	PROPN
ajis02-1551	383	67	sigkdd	sigkdd	NOUN
ajis02-1551	383	68	international	international	ADJ
ajis02-1551	383	69	conference	conference	NOUN
ajis02-1551	383	70	on	on	ADP
ajis02-1551	383	71	knowledge	knowledge	NOUN
ajis02-1551	383	72	discovery	discovery	PROPN
ajis02-1551	383	73	and	and	CCONJ
ajis02-1551	383	74	data	datum	NOUN
ajis02-1551	383	75	mining	mining	NOUN
ajis02-1551	383	76	’	'	PUNCT
ajis02-1551	383	77	,	,	PUNCT
ajis02-1551	383	78	acm	acm	PROPN
ajis02-1551	383	79	,	,	PUNCT
ajis02-1551	383	80	pp	pp	X
ajis02-1551	383	81	.	.	PUNCT
ajis02-1551	384	1	410–419	410–419	NUM
ajis02-1551	384	2	.	.	PUNCT
ajis02-1551	385	1	mannila	mannila	PROPN
ajis02-1551	385	2	,	,	PUNCT
ajis02-1551	385	3	h.	h.	PROPN
ajis02-1551	385	4	,	,	PUNCT
ajis02-1551	385	5	toivonen	toivonen	PROPN
ajis02-1551	385	6	,	,	PUNCT
ajis02-1551	385	7	h.	h.	PROPN
ajis02-1551	385	8	&	&	CCONJ
ajis02-1551	385	9	verkamo	verkamo	PROPN
ajis02-1551	385	10	,	,	PUNCT
ajis02-1551	385	11	a.	a.	NOUN
ajis02-1551	385	12	i.	i.	PROPN
ajis02-1551	385	13	(	(	PUNCT
ajis02-1551	385	14	1995	1995	NUM
ajis02-1551	385	15	)	)	PUNCT
ajis02-1551	385	16	,	,	PUNCT
ajis02-1551	385	17	discovering	discover	VERB
ajis02-1551	385	18	frequent	frequent	ADJ
ajis02-1551	385	19	episodes	episode	NOUN
ajis02-1551	385	20	in	in	ADP
ajis02-1551	385	21	sequences	sequence	NOUN
ajis02-1551	385	22	extended	extend	VERB
ajis02-1551	385	23	abstract	abstract	NOUN
ajis02-1551	385	24	,	,	PUNCT
ajis02-1551	385	25	in	in	ADP
ajis02-1551	385	26	‘	'	PUNCT
ajis02-1551	385	27	1st	1st	ADJ
ajis02-1551	385	28	conference	conference	NOUN
ajis02-1551	385	29	on	on	ADP
ajis02-1551	385	30	knowledge	knowledge	NOUN
ajis02-1551	385	31	discovery	discovery	PROPN
ajis02-1551	385	32	and	and	CCONJ
ajis02-1551	385	33	data	datum	NOUN
ajis02-1551	385	34	mining	mining	NOUN
ajis02-1551	385	35	,	,	PUNCT
ajis02-1551	385	36	montreal	montreal	PROPN
ajis02-1551	385	37	,	,	PUNCT
ajis02-1551	385	38	ca	ca	NOUN
ajis02-1551	385	39	’	'	PUNCT
ajis02-1551	385	40	.	.	PUNCT
ajis02-1551	386	1	mannila	mannila	PROPN
ajis02-1551	386	2	,	,	PUNCT
ajis02-1551	386	3	h.	h.	PROPN
ajis02-1551	386	4	,	,	PUNCT
ajis02-1551	386	5	toivonen	toivonen	PROPN
ajis02-1551	386	6	,	,	PUNCT
ajis02-1551	386	7	h.	h.	PROPN
ajis02-1551	386	8	&	&	CCONJ
ajis02-1551	386	9	verkamo	verkamo	PROPN
ajis02-1551	386	10	,	,	PUNCT
ajis02-1551	386	11	a.	a.	NOUN
ajis02-1551	386	12	i.	i.	PROPN
ajis02-1551	386	13	(	(	PUNCT
ajis02-1551	386	14	1997	1997	NUM
ajis02-1551	386	15	)	)	PUNCT
ajis02-1551	386	16	,	,	PUNCT
ajis02-1551	386	17	‘	'	PUNCT
ajis02-1551	386	18	discovery	discovery	NOUN
ajis02-1551	386	19	of	of	ADP
ajis02-1551	386	20	frequent	frequent	ADJ
ajis02-1551	386	21	episodes	episode	NOUN
ajis02-1551	386	22	in	in	ADP
ajis02-1551	386	23	event	event	NOUN
ajis02-1551	386	24	sequences	sequence	NOUN
ajis02-1551	386	25	’	'	PUNCT
ajis02-1551	386	26	,	,	PUNCT
ajis02-1551	386	27	data	data	NOUN
ajis02-1551	386	28	mining	mining	NOUN
ajis02-1551	386	29	and	and	CCONJ
ajis02-1551	386	30	knowledge	knowledge	NOUN
ajis02-1551	386	31	discovery	discovery	PROPN
ajis02-1551	386	32	1(3	1(3	NUM
ajis02-1551	386	33	)	)	PUNCT
ajis02-1551	386	34	,	,	PUNCT
ajis02-1551	386	35	259–289	259–289	NUM
ajis02-1551	386	36	.	.	PUNCT
ajis02-1551	387	1	mcnamee	mcnamee	PROPN
ajis02-1551	387	2	,	,	PUNCT
ajis02-1551	387	3	p.	p.	NOUN
ajis02-1551	387	4	(	(	PUNCT
ajis02-1551	387	5	2005	2005	NUM
ajis02-1551	387	6	)	)	PUNCT
ajis02-1551	387	7	,	,	PUNCT
ajis02-1551	387	8	‘	'	PUNCT
ajis02-1551	387	9	language	language	NOUN
ajis02-1551	387	10	identification	identification	NOUN
ajis02-1551	387	11	:	:	PUNCT
ajis02-1551	387	12	a	a	DET
ajis02-1551	387	13	solved	solve	VERB
ajis02-1551	387	14	problem	problem	NOUN
ajis02-1551	387	15	suitable	suitable	ADJ
ajis02-1551	387	16	for	for	ADP
ajis02-1551	387	17	undergraduate	undergraduate	ADJ
ajis02-1551	387	18	instruction	instruction	NOUN
ajis02-1551	387	19	’	'	PUNCT
ajis02-1551	387	20	,	,	PUNCT
ajis02-1551	387	21	journal	journal	NOUN
ajis02-1551	387	22	of	of	ADP
ajis02-1551	387	23	computing	compute	VERB
ajis02-1551	387	24	sciences	science	NOUN
ajis02-1551	387	25	in	in	ADP
ajis02-1551	387	26	colleges	college	NOUN
ajis02-1551	387	27	20(3	20(3	NOUN
ajis02-1551	387	28	)	)	PUNCT
ajis02-1551	387	29	,	,	PUNCT
ajis02-1551	387	30	94–101	94–101	PROPN
ajis02-1551	387	31	.	.	PUNCT
ajis02-1551	388	1	mohammad	mohammad	PROPN
ajis02-1551	388	2	,	,	PUNCT
ajis02-1551	388	3	y.	y.	PROPN
ajis02-1551	388	4	&	&	CCONJ
ajis02-1551	388	5	nishida	nishida	PROPN
ajis02-1551	388	6	,	,	PUNCT
ajis02-1551	388	7	t.	t.	PROPN
ajis02-1551	388	8	(	(	PUNCT
ajis02-1551	388	9	2010	2010	NUM
ajis02-1551	388	10	)	)	PUNCT
ajis02-1551	388	11	,	,	PUNCT
ajis02-1551	388	12	‘	'	PUNCT
ajis02-1551	388	13	mining	mining	NOUN
ajis02-1551	388	14	causal	causal	ADJ
ajis02-1551	388	15	relationships	relationship	NOUN
ajis02-1551	388	16	in	in	ADP
ajis02-1551	388	17	multidimensional	multidimensional	ADJ
ajis02-1551	388	18	time	time	NOUN
ajis02-1551	388	19	series	series	PROPN
ajis02-1551	388	20	’	'	PUNCT
ajis02-1551	388	21	,	,	PUNCT
ajis02-1551	388	22	smart	smart	ADJ
ajis02-1551	388	23	information	information	NOUN
ajis02-1551	388	24	and	and	CCONJ
ajis02-1551	388	25	knowledge	knowledge	NOUN
ajis02-1551	388	26	management	management	NOUN
ajis02-1551	388	27	:	:	PUNCT
ajis02-1551	388	28	advances	advance	NOUN
ajis02-1551	388	29	,	,	PUNCT
ajis02-1551	388	30	challenges	challenge	NOUN
ajis02-1551	388	31	,	,	PUNCT
ajis02-1551	388	32	and	and	CCONJ
ajis02-1551	388	33	critical	critical	ADJ
ajis02-1551	388	34	issues	issue	NOUN
ajis02-1551	388	35	,	,	PUNCT
ajis02-1551	388	36	springer	springer	NOUN
ajis02-1551	388	37	berlin	berlin	PROPN
ajis02-1551	388	38	heidelberg	heidelberg	PROPN
ajis02-1551	388	39	,	,	PUNCT
ajis02-1551	388	40	309	309	NUM
ajis02-1551	388	41	-	-	SYM
ajis02-1551	388	42	338	338	NUM
ajis02-1551	388	43	möller	möller	NOUN
ajis02-1551	388	44	-	-	PUNCT
ajis02-1551	388	45	levet	levet	NOUN
ajis02-1551	388	46	,	,	PUNCT
ajis02-1551	388	47	c.	c.	PROPN
ajis02-1551	388	48	s.	s.	PROPN
ajis02-1551	388	49	,	,	PUNCT
ajis02-1551	388	50	klawonn	klawonn	PROPN
ajis02-1551	388	51	,	,	PUNCT
ajis02-1551	388	52	f.	f.	PROPN
ajis02-1551	388	53	,	,	PUNCT
ajis02-1551	388	54	cho	cho	PROPN
ajis02-1551	388	55	,	,	PUNCT
ajis02-1551	388	56	k.-h	k.-h	PROPN
ajis02-1551	388	57	.	.	PUNCT
ajis02-1551	388	58	&	&	CCONJ
ajis02-1551	388	59	wolkenhauer	wolkenhauer	PROPN
ajis02-1551	388	60	,	,	PUNCT
ajis02-1551	388	61	o.	o.	PROPN
ajis02-1551	388	62	(	(	PUNCT
ajis02-1551	388	63	2003	2003	NUM
ajis02-1551	388	64	)	)	PUNCT
ajis02-1551	388	65	,	,	PUNCT
ajis02-1551	388	66	fuzzy	fuzzy	ADJ
ajis02-1551	388	67	clustering	clustering	NOUN
ajis02-1551	388	68	of	of	ADP
ajis02-1551	388	69	short	short	ADJ
ajis02-1551	388	70	time	time	NOUN
ajis02-1551	388	71	-	-	PUNCT
ajis02-1551	388	72	series	series	NOUN
ajis02-1551	388	73	and	and	CCONJ
ajis02-1551	388	74	unevenly	unevenly	ADV
ajis02-1551	388	75	distributed	distribute	VERB
ajis02-1551	388	76	sampling	sampling	NOUN
ajis02-1551	388	77	points	point	NOUN
ajis02-1551	388	78	,	,	PUNCT
ajis02-1551	388	79	in	in	ADP
ajis02-1551	388	80	‘	'	PUNCT
ajis02-1551	388	81	ida	ida	PROPN
ajis02-1551	388	82	’	'	PUNCT
ajis02-1551	388	83	,	,	PUNCT
ajis02-1551	388	84	pp	pp	ADJ
ajis02-1551	388	85	.	.	PUNCT
ajis02-1551	389	1	330–340	330–340	NUM
ajis02-1551	389	2	.	.	X
ajis02-1551	389	3	morrill	morrill	PROPN
ajis02-1551	389	4	,	,	PUNCT
ajis02-1551	389	5	j.	j.	PROPN
ajis02-1551	389	6	p.	p.	PROPN
ajis02-1551	389	7	(	(	PUNCT
ajis02-1551	389	8	1998	1998	NUM
ajis02-1551	389	9	)	)	PUNCT
ajis02-1551	389	10	,	,	PUNCT
ajis02-1551	389	11	‘	'	PUNCT
ajis02-1551	389	12	distributed	distributed	ADJ
ajis02-1551	389	13	recognition	recognition	NOUN
ajis02-1551	389	14	of	of	ADP
ajis02-1551	389	15	patterns	pattern	NOUN
ajis02-1551	389	16	in	in	ADP
ajis02-1551	389	17	time	time	NOUN
ajis02-1551	389	18	series	series	PROPN
ajis02-1551	389	19	data	data	PROPN
ajis02-1551	389	20	’	'	PUNCT
ajis02-1551	389	21	,	,	PUNCT
ajis02-1551	389	22	commun	commun	PROPN
ajis02-1551	389	23	.	.	PROPN
ajis02-1551	389	24	acm	acm	PROPN
ajis02-1551	389	25	41(5	41(5	NUM
ajis02-1551	389	26	)	)	PUNCT
ajis02-1551	389	27	,	,	PUNCT
ajis02-1551	389	28	45–51	45–51	NUM
ajis02-1551	389	29	.	.	PUNCT
ajis02-1551	390	1	oh	oh	INTJ
ajis02-1551	390	2	,	,	PUNCT
ajis02-1551	390	3	s.	s.	PROPN
ajis02-1551	390	4	m.	m.	PROPN
ajis02-1551	390	5	,	,	PUNCT
ajis02-1551	390	6	rehg	rehg	PROPN
ajis02-1551	390	7	,	,	PUNCT
ajis02-1551	390	8	j.	j.	PROPN
ajis02-1551	390	9	m.	m.	PROPN
ajis02-1551	390	10	,	,	PUNCT
ajis02-1551	390	11	balch	balch	PROPN
ajis02-1551	390	12	,	,	PUNCT
ajis02-1551	390	13	t.	t.	PROPN
ajis02-1551	390	14	r.	r.	PROPN
ajis02-1551	390	15	&	&	CCONJ
ajis02-1551	390	16	dellaert	dellaert	PROPN
ajis02-1551	390	17	,	,	PUNCT
ajis02-1551	390	18	f.	f.	PROPN
ajis02-1551	390	19	(	(	PUNCT
ajis02-1551	390	20	2008	2008	NUM
ajis02-1551	390	21	)	)	PUNCT
ajis02-1551	390	22	,	,	PUNCT
ajis02-1551	390	23	‘	'	PUNCT
ajis02-1551	390	24	learning	learn	VERB
ajis02-1551	390	25	and	and	CCONJ
ajis02-1551	390	26	inferring	infer	VERB
ajis02-1551	390	27	motion	motion	NOUN
ajis02-1551	390	28	patterns	pattern	NOUN
ajis02-1551	390	29	using	use	VERB
ajis02-1551	390	30	parametric	parametric	ADJ
ajis02-1551	390	31	segmental	segmental	ADJ
ajis02-1551	390	32	switching	switching	NOUN
ajis02-1551	390	33	linear	linear	PROPN
ajis02-1551	390	34	dynamic	dynamic	ADJ
ajis02-1551	390	35	systems	system	NOUN
ajis02-1551	390	36	’	'	PUNCT
ajis02-1551	390	37	,	,	PUNCT
ajis02-1551	390	38	international	international	ADJ
ajis02-1551	390	39	journal	journal	NOUN
ajis02-1551	390	40	of	of	ADP
ajis02-1551	390	41	computer	computer	NOUN
ajis02-1551	390	42	vision	vision	NOUN
ajis02-1551	390	43	77(1	77(1	NUM
ajis02-1551	390	44	-	-	SYM
ajis02-1551	390	45	3	3	NUM
ajis02-1551	390	46	)	)	PUNCT
ajis02-1551	390	47	,	,	PUNCT
ajis02-1551	390	48	103–124	103–124	NUM
ajis02-1551	390	49	.	.	PUNCT
ajis02-1551	391	1	australasian	australasian	ADJ
ajis02-1551	391	2	journal	journal	NOUN
ajis02-1551	391	3	of	of	ADP
ajis02-1551	391	4	information	information	NOUN
ajis02-1551	391	5	systems	systems	PROPN
ajis02-1551	391	6	sun	sun	PROPN
ajis02-1551	391	7	&	&	CCONJ
ajis02-1551	391	8	stirling	stirling	PROPN
ajis02-1551	391	9	2017	2017	NUM
ajis02-1551	391	10	,	,	PUNCT
ajis02-1551	391	11	vol	vol	NOUN
ajis02-1551	391	12	21	21	NUM
ajis02-1551	391	13	,	,	PUNCT
ajis02-1551	391	14	selected	select	VERB
ajis02-1551	391	15	papers	paper	NOUN
ajis02-1551	391	16	from	from	ADP
ajis02-1551	391	17	ausdm	ausdm	PROPN
ajis02-1551	391	18	event	event	NOUN
ajis02-1551	391	19	group	group	NOUN
ajis02-1551	391	20	based	base	VERB
ajis02-1551	391	21	classification	classification	NOUN
ajis02-1551	391	22	framework	framework	NOUN
ajis02-1551	391	23	21	21	NUM
ajis02-1551	391	24	porter	porter	NOUN
ajis02-1551	391	25	,	,	PUNCT
ajis02-1551	391	26	m.	m.	NOUN
ajis02-1551	391	27	f.	f.	PROPN
ajis02-1551	391	28	(	(	PUNCT
ajis02-1551	391	29	1980	1980	NUM
ajis02-1551	391	30	)	)	PUNCT
ajis02-1551	391	31	,	,	PUNCT
ajis02-1551	391	32	‘	'	PUNCT
ajis02-1551	391	33	an	an	DET
ajis02-1551	391	34	algorithm	algorithm	NOUN
ajis02-1551	391	35	for	for	ADP
ajis02-1551	391	36	suffix	suffix	ADJ
ajis02-1551	391	37	stripping	strip	VERB
ajis02-1551	391	38	’	'	PUNCT
ajis02-1551	391	39	,	,	PUNCT
ajis02-1551	391	40	program	program	NOUN
ajis02-1551	391	41	:	:	PUNCT
ajis02-1551	391	42	electronic	electronic	ADJ
ajis02-1551	391	43	library	library	NOUN
ajis02-1551	391	44	and	and	CCONJ
ajis02-1551	391	45	information	information	NOUN
ajis02-1551	391	46	systems	system	NOUN
ajis02-1551	391	47	14(3	14(3	NUM
ajis02-1551	391	48	)	)	PUNCT
ajis02-1551	391	49	,	,	PUNCT
ajis02-1551	391	50	130–137	130–137	NUM
ajis02-1551	391	51	.	.	PUNCT
ajis02-1551	392	1	project	project	NOUN
ajis02-1551	392	2	gutenberg	gutenberg	PROPN
ajis02-1551	392	3	.	.	PUNCT
ajis02-1551	393	1	(	(	PUNCT
ajis02-1551	393	2	n.d	n.d	PROPN
ajis02-1551	393	3	.	.	PROPN
ajis02-1551	393	4	)	)	PUNCT
ajis02-1551	393	5	,	,	PUNCT
ajis02-1551	393	6	http://www.gutenberg.org	http://www.gutenberg.org	X
ajis02-1551	393	7	.	.	PUNCT
ajis02-1551	394	1	(	(	PUNCT
ajis02-1551	394	2	accessed	access	VERB
ajis02-1551	394	3	on	on	ADP
ajis02-1551	394	4	15	15	NUM
ajis02-1551	394	5	/	/	SYM
ajis02-1551	394	6	aug/2013	aug/2013	VERB
ajis02-1551	394	7	)	)	PUNCT
ajis02-1551	394	8	.	.	PUNCT
ajis02-1551	395	1	qiu	qiu	PROPN
ajis02-1551	395	2	,	,	PUNCT
ajis02-1551	395	3	h.	h.	PROPN
ajis02-1551	395	4	;	;	PUNCT
ajis02-1551	395	5	liu	liu	PROPN
ajis02-1551	395	6	,	,	PUNCT
ajis02-1551	395	7	y.	y.	PROPN
ajis02-1551	395	8	;	;	PUNCT
ajis02-1551	395	9	subrahmanya	subrahmanya	NOUN
ajis02-1551	395	10	,	,	PUNCT
ajis02-1551	395	11	n.	n.	PROPN
ajis02-1551	395	12	a.	a.	PROPN
ajis02-1551	395	13	&	&	CCONJ
ajis02-1551	395	14	li	li	PROPN
ajis02-1551	395	15	,	,	PUNCT
ajis02-1551	395	16	w.	w.	PROPN
ajis02-1551	395	17	(	(	PUNCT
ajis02-1551	395	18	2012	2012	NUM
ajis02-1551	395	19	)	)	PUNCT
ajis02-1551	395	20	,	,	PUNCT
ajis02-1551	395	21	‘	'	PUNCT
ajis02-1551	395	22	granger	granger	NOUN
ajis02-1551	395	23	causality	causality	NOUN
ajis02-1551	395	24	for	for	ADP
ajis02-1551	395	25	time	time	NOUN
ajis02-1551	395	26	-	-	PUNCT
ajis02-1551	395	27	series	series	NOUN
ajis02-1551	395	28	anomaly	anomaly	NOUN
ajis02-1551	395	29	detection	detection	NOUN
ajis02-1551	395	30	’	'	PUNCT
ajis02-1551	395	31	,	,	PUNCT
ajis02-1551	395	32	proceedings	proceeding	NOUN
ajis02-1551	395	33	of	of	ADP
ajis02-1551	395	34	the	the	DET
ajis02-1551	395	35	2012	2012	NUM
ajis02-1551	395	36	ieee	ieee	NOUN
ajis02-1551	395	37	12th	12th	PROPN
ajis02-1551	395	38	international	international	ADJ
ajis02-1551	395	39	conference	conference	NOUN
ajis02-1551	395	40	on	on	ADP
ajis02-1551	395	41	data	datum	NOUN
ajis02-1551	395	42	mining	mining	NOUN
ajis02-1551	395	43	,	,	PUNCT
ajis02-1551	395	44	ieee	ieee	NOUN
ajis02-1551	395	45	computer	computer	NOUN
ajis02-1551	395	46	society	society	NOUN
ajis02-1551	395	47	,	,	PUNCT
ajis02-1551	395	48	1074	1074	NUM
ajis02-1551	395	49	-	-	SYM
ajis02-1551	395	50	1079	1079	NUM
ajis02-1551	395	51	.	.	PUNCT
ajis02-1551	396	1	roddick	roddick	PROPN
ajis02-1551	396	2	,	,	PUNCT
ajis02-1551	396	3	j.	j.	PROPN
ajis02-1551	396	4	f.	f.	PROPN
ajis02-1551	396	5	&	&	CCONJ
ajis02-1551	396	6	mooney	mooney	PROPN
ajis02-1551	396	7	,	,	PUNCT
ajis02-1551	396	8	c.	c.	PROPN
ajis02-1551	396	9	(	(	PUNCT
ajis02-1551	396	10	2005	2005	NUM
ajis02-1551	396	11	)	)	PUNCT
ajis02-1551	396	12	,	,	PUNCT
ajis02-1551	396	13	‘	'	PUNCT
ajis02-1551	396	14	linear	linear	ADJ
ajis02-1551	396	15	temporal	temporal	ADJ
ajis02-1551	396	16	sequences	sequence	NOUN
ajis02-1551	396	17	and	and	CCONJ
ajis02-1551	396	18	their	their	PRON
ajis02-1551	396	19	interpretation	interpretation	NOUN
ajis02-1551	396	20	using	use	VERB
ajis02-1551	396	21	midpoint	midpoint	NOUN
ajis02-1551	396	22	relationships	relationship	NOUN
ajis02-1551	396	23	’	'	PUNCT
ajis02-1551	396	24	,	,	PUNCT
ajis02-1551	396	25	ieee	ieee	PROPN
ajis02-1551	396	26	trans	trans	PROPN
ajis02-1551	396	27	.	.	PROPN
ajis02-1551	397	1	knowl	knowl	PROPN
ajis02-1551	397	2	.	.	PUNCT
ajis02-1551	398	1	data	data	PROPN
ajis02-1551	398	2	eng	eng	PROPN
ajis02-1551	398	3	.	.	PROPN
ajis02-1551	398	4	17(1	17(1	NUM
ajis02-1551	398	5	)	)	PUNCT
ajis02-1551	398	6	,	,	PUNCT
ajis02-1551	398	7	133–135	133–135	NUM
ajis02-1551	398	8	.	.	PUNCT
ajis02-1551	399	1	rumelhart	rumelhart	PROPN
ajis02-1551	399	2	,	,	PUNCT
ajis02-1551	399	3	d.	d.	PROPN
ajis02-1551	399	4	e.	e.	PROPN
ajis02-1551	399	5	,	,	PUNCT
ajis02-1551	399	6	hinton	hinton	PROPN
ajis02-1551	399	7	g.	g.	PROPN
ajis02-1551	399	8	e.	e.	PROPN
ajis02-1551	399	9	,	,	PUNCT
ajis02-1551	399	10	&	&	CCONJ
ajis02-1551	399	11	williams	williams	PROPN
ajis02-1551	399	12	,	,	PUNCT
ajis02-1551	399	13	r.	r.	PROPN
ajis02-1551	399	14	j.	j.	PROPN
ajis02-1551	399	15	(	(	PUNCT
ajis02-1551	399	16	1988	1988	NUM
ajis02-1551	399	17	)	)	PUNCT
ajis02-1551	399	18	,	,	PUNCT
ajis02-1551	399	19	‘	'	PUNCT
ajis02-1551	399	20	neurocomputing	neurocomputing	NOUN
ajis02-1551	399	21	:	:	PUNCT
ajis02-1551	399	22	foundations	foundation	NOUN
ajis02-1551	399	23	of	of	ADP
ajis02-1551	399	24	research	research	NOUN
ajis02-1551	399	25	,	,	PUNCT
ajis02-1551	399	26	’	'	PUNCT
ajis02-1551	399	27	j.	j.	PROPN
ajis02-1551	399	28	a.	a.	PROPN
ajis02-1551	399	29	anderson	anderson	PROPN
ajis02-1551	399	30	and	and	CCONJ
ajis02-1551	399	31	e.	e.	PROPN
ajis02-1551	399	32	rosenfeld	rosenfeld	PROPN
ajis02-1551	399	33	,	,	PUNCT
ajis02-1551	399	34	eds	eds	PROPN
ajis02-1551	399	35	.	.	PROPN
ajis02-1551	400	1	cambridge	cambridge	PROPN
ajis02-1551	400	2	,	,	PUNCT
ajis02-1551	400	3	ma	ma	PROPN
ajis02-1551	400	4	,	,	PUNCT
ajis02-1551	400	5	usa	usa	PROPN
ajis02-1551	400	6	:	:	PUNCT
ajis02-1551	400	7	mit	mit	PROPN
ajis02-1551	400	8	press	press	PROPN
ajis02-1551	400	9	,	,	PUNCT
ajis02-1551	400	10	ch	ch	NOUN
ajis02-1551	400	11	.	.	PUNCT
ajis02-1551	401	1	learning	learn	VERB
ajis02-1551	401	2	representations	representation	NOUN
ajis02-1551	401	3	by	by	ADP
ajis02-1551	401	4	back	back	ADV
ajis02-1551	401	5	-	-	PUNCT
ajis02-1551	401	6	propagating	propagate	VERB
ajis02-1551	401	7	errors	error	NOUN
ajis02-1551	401	8	,	,	PUNCT
ajis02-1551	401	9	pp	pp	ADV
ajis02-1551	401	10	.	.	PUNCT
ajis02-1551	402	1	696–699	696–699	NUM
ajis02-1551	402	2	.	.	PUNCT
ajis02-1551	403	1	sarma	sarma	PROPN
ajis02-1551	403	2	,	,	PUNCT
ajis02-1551	403	3	r.	r.	PROPN
ajis02-1551	403	4	k.	k.	PROPN
ajis02-1551	403	5	(	(	PUNCT
ajis02-1551	403	6	2000	2000	NUM
ajis02-1551	403	7	)	)	PUNCT
ajis02-1551	403	8	,	,	PUNCT
ajis02-1551	403	9	‘	'	PUNCT
ajis02-1551	403	10	neural	neural	ADJ
ajis02-1551	403	11	network	network	NOUN
ajis02-1551	403	12	based	base	VERB
ajis02-1551	403	13	prediction	prediction	NOUN
ajis02-1551	403	14	and	and	CCONJ
ajis02-1551	403	15	input	input	NOUN
ajis02-1551	403	16	saliency	saliency	NOUN
ajis02-1551	403	17	determination	determination	NOUN
ajis02-1551	403	18	in	in	ADP
ajis02-1551	403	19	a	a	DET
ajis02-1551	403	20	blast	blast	NOUN
ajis02-1551	403	21	furnace	furnace	NOUN
ajis02-1551	403	22	environment	environment	NOUN
ajis02-1551	403	23	,	,	PUNCT
ajis02-1551	403	24	’	'	PUNCT
ajis02-1551	404	1	ph.d	ph.d	PROPN
ajis02-1551	404	2	.	.	PUNCT
ajis02-1551	404	3	dissertation	dissertation	PROPN
ajis02-1551	404	4	,	,	PUNCT
ajis02-1551	404	5	massachusetts	massachusetts	PROPN
ajis02-1551	404	6	institute	institute	PROPN
ajis02-1551	404	7	of	of	ADP
ajis02-1551	404	8	technology	technology	PROPN
ajis02-1551	404	9	,	,	PUNCT
ajis02-1551	404	10	2000	2000	NUM
ajis02-1551	404	11	.	.	PUNCT
ajis02-1551	405	1	shieh	shieh	PROPN
ajis02-1551	405	2	,	,	PUNCT
ajis02-1551	405	3	j.	j.	PROPN
ajis02-1551	405	4	&	&	CCONJ
ajis02-1551	405	5	keogh	keogh	PROPN
ajis02-1551	405	6	,	,	PUNCT
ajis02-1551	405	7	e.	e.	PROPN
ajis02-1551	405	8	j.	j.	PROPN
ajis02-1551	405	9	(	(	PUNCT
ajis02-1551	405	10	2008	2008	NUM
ajis02-1551	405	11	)	)	PUNCT
ajis02-1551	405	12	,	,	PUNCT
ajis02-1551	405	13	isax	isax	ADV
ajis02-1551	405	14	:	:	PUNCT
ajis02-1551	405	15	indexing	indexing	NOUN
ajis02-1551	405	16	and	and	CCONJ
ajis02-1551	405	17	mining	mining	NOUN
ajis02-1551	405	18	terabyte	terabyte	PROPN
ajis02-1551	405	19	sized	size	VERB
ajis02-1551	405	20	time	time	NOUN
ajis02-1551	405	21	series	series	NOUN
ajis02-1551	405	22	,	,	PUNCT
ajis02-1551	405	23	in	in	ADP
ajis02-1551	405	24	‘	'	PUNCT
ajis02-1551	405	25	kdd	kdd	PROPN
ajis02-1551	405	26	’	'	PUNCT
ajis02-1551	405	27	,	,	PUNCT
ajis02-1551	405	28	pp	pp	ADJ
ajis02-1551	405	29	.	.	PUNCT
ajis02-1551	406	1	623–631	623–631	NUM
ajis02-1551	406	2	.	.	PUNCT
ajis02-1551	407	1	sollich	sollich	PROPN
ajis02-1551	407	2	,	,	PUNCT
ajis02-1551	407	3	p.	p.	NOUN
ajis02-1551	407	4	and	and	CCONJ
ajis02-1551	407	5	krogh	krogh	PROPN
ajis02-1551	407	6	,	,	PUNCT
ajis02-1551	407	7	a.	a.	NOUN
ajis02-1551	407	8	(	(	PUNCT
ajis02-1551	407	9	1996	1996	NUM
ajis02-1551	407	10	)	)	PUNCT
ajis02-1551	407	11	,	,	PUNCT
ajis02-1551	407	12	‘	'	PUNCT
ajis02-1551	407	13	learning	learn	VERB
ajis02-1551	407	14	with	with	ADP
ajis02-1551	407	15	ensembles	ensemble	NOUN
ajis02-1551	407	16	:	:	PUNCT
ajis02-1551	407	17	how	how	SCONJ
ajis02-1551	407	18	overfitting	overfitting	NOUN
ajis02-1551	407	19	can	can	AUX
ajis02-1551	407	20	be	be	AUX
ajis02-1551	407	21	useful	useful	ADJ
ajis02-1551	407	22	’	'	PUNCT
ajis02-1551	407	23	,	,	PUNCT
ajis02-1551	407	24	advances	advance	NOUN
ajis02-1551	407	25	in	in	ADP
ajis02-1551	407	26	neural	neural	ADJ
ajis02-1551	407	27	information	information	NOUN
ajis02-1551	407	28	processing	processing	NOUN
ajis02-1551	407	29	systems	system	NOUN
ajis02-1551	407	30	,	,	PUNCT
ajis02-1551	407	31	volume	volume	NOUN
ajis02-1551	407	32	8	8	NUM
ajis02-1551	407	33	,	,	PUNCT
ajis02-1551	407	34	pp	pp	ADJ
ajis02-1551	407	35	.	.	PUNCT
ajis02-1551	408	1	190	190	NUM
ajis02-1551	408	2	-	-	SYM
ajis02-1551	408	3	196	196	NUM
ajis02-1551	408	4	.	.	PUNCT
ajis02-1551	409	1	steyvers	steyver	NOUN
ajis02-1551	409	2	,	,	PUNCT
ajis02-1551	409	3	m.	m.	NOUN
ajis02-1551	409	4	&	&	CCONJ
ajis02-1551	409	5	griffiths	griffiths	PROPN
ajis02-1551	409	6	,	,	PUNCT
ajis02-1551	409	7	t.	t.	PROPN
ajis02-1551	409	8	(	(	PUNCT
ajis02-1551	409	9	2007	2007	NUM
ajis02-1551	409	10	)	)	PUNCT
ajis02-1551	409	11	,	,	PUNCT
ajis02-1551	409	12	‘	'	PUNCT
ajis02-1551	409	13	probabilistic	probabilistic	ADJ
ajis02-1551	409	14	topic	topic	NOUN
ajis02-1551	409	15	models	model	NOUN
ajis02-1551	409	16	’	'	PUNCT
ajis02-1551	409	17	,	,	PUNCT
ajis02-1551	409	18	handbook	handbook	NOUN
ajis02-1551	409	19	of	of	ADP
ajis02-1551	409	20	latent	latent	NOUN
ajis02-1551	409	21	semantic	semantic	ADJ
ajis02-1551	409	22	analysis	analysis	NOUN
ajis02-1551	409	23	427(7	427(7	NUM
ajis02-1551	409	24	)	)	PUNCT
ajis02-1551	409	25	,	,	PUNCT
ajis02-1551	409	26	424–440	424–440	NUM
ajis02-1551	409	27	.	.	PUNCT
ajis02-1551	410	1	sun	sun	NOUN
ajis02-1551	410	2	,	,	PUNCT
ajis02-1551	410	3	y.	y.	PROPN
ajis02-1551	410	4	;	;	PUNCT
ajis02-1551	410	5	li	li	PROPN
ajis02-1551	410	6	,	,	PUNCT
ajis02-1551	410	7	j.	j.	PROPN
ajis02-1551	410	8	;	;	PUNCT
ajis02-1551	410	9	liu	liu	PROPN
ajis02-1551	410	10	,	,	PUNCT
ajis02-1551	410	11	j.	j.	PROPN
ajis02-1551	410	12	;	;	PUNCT
ajis02-1551	410	13	chow	chow	PROPN
ajis02-1551	410	14	,	,	PUNCT
ajis02-1551	410	15	c.	c.	PROPN
ajis02-1551	410	16	;	;	PUNCT
ajis02-1551	410	17	sun	sun	PROPN
ajis02-1551	410	18	,	,	PUNCT
ajis02-1551	410	19	b.	b.	PROPN
ajis02-1551	410	20	&	&	CCONJ
ajis02-1551	410	21	wang	wang	PROPN
ajis02-1551	410	22	,	,	PUNCT
ajis02-1551	410	23	r.	r.	PROPN
ajis02-1551	410	24	(	(	PUNCT
ajis02-1551	410	25	2015	2015	NUM
ajis02-1551	410	26	)	)	PUNCT
ajis02-1551	410	27	,	,	PUNCT
ajis02-1551	410	28	‘	'	PUNCT
ajis02-1551	410	29	using	use	VERB
ajis02-1551	410	30	causal	causal	ADJ
ajis02-1551	410	31	discovery	discovery	NOUN
ajis02-1551	410	32	for	for	ADP
ajis02-1551	410	33	feature	feature	NOUN
ajis02-1551	410	34	selection	selection	NOUN
ajis02-1551	410	35	in	in	ADP
ajis02-1551	410	36	multivariate	multivariate	NOUN
ajis02-1551	410	37	numerical	numerical	PROPN
ajis02-1551	410	38	time	time	PROPN
ajis02-1551	410	39	series	series	PROPN
ajis02-1551	410	40	’	'	PUNCT
ajis02-1551	410	41	,	,	PUNCT
ajis02-1551	410	42	mach	mach	NOUN
ajis02-1551	410	43	.	.	PUNCT
ajis02-1551	411	1	learn	learn	PROPN
ajis02-1551	411	2	.	.	PUNCT
ajis02-1551	411	3	,	,	PUNCT
ajis02-1551	411	4	kluwer	kluwer	NOUN
ajis02-1551	411	5	academic	academic	ADJ
ajis02-1551	411	6	publishers	publisher	NOUN
ajis02-1551	411	7	,	,	PUNCT
ajis02-1551	411	8	101	101	NUM
ajis02-1551	411	9	,	,	PUNCT
ajis02-1551	411	10	377	377	NUM
ajis02-1551	411	11	-	-	SYM
ajis02-1551	411	12	395	395	NUM
ajis02-1551	411	13	.	.	PUNCT
ajis02-1551	412	1	sun	sun	PROPN
ajis02-1551	412	2	,	,	PUNCT
ajis02-1551	412	3	c.	c.	PROPN
ajis02-1551	412	4	,	,	PUNCT
ajis02-1551	412	5	stirling	stirling	PROPN
ajis02-1551	412	6	,	,	PUNCT
ajis02-1551	412	7	d.	d.	PROPN
ajis02-1551	412	8	,	,	PUNCT
ajis02-1551	412	9	ritz	ritz	PROPN
ajis02-1551	412	10	,	,	PUNCT
ajis02-1551	412	11	c.	c.	PROPN
ajis02-1551	412	12	&	&	CCONJ
ajis02-1551	412	13	sammut	sammut	PROPN
ajis02-1551	412	14	,	,	PUNCT
ajis02-1551	412	15	c.	c.	PROPN
ajis02-1551	412	16	(	(	PUNCT
ajis02-1551	412	17	2013	2013	NUM
ajis02-1551	412	18	)	)	PUNCT
ajis02-1551	412	19	,	,	PUNCT
ajis02-1551	412	20	‘	'	PUNCT
ajis02-1551	412	21	variance	variance	NOUN
ajis02-1551	412	22	-	-	ADJ
ajis02-1551	412	23	wise	wise	ADJ
ajis02-1551	412	24	segmentation	segmentation	NOUN
ajis02-1551	412	25	for	for	ADP
ajis02-1551	412	26	a	a	DET
ajis02-1551	412	27	temporaladaptive	temporaladaptive	ADJ
ajis02-1551	412	28	sax	sax	NOUN
ajis02-1551	412	29	’	'	PUNCT
ajis02-1551	412	30	,	,	PUNCT
ajis02-1551	412	31	journal	journal	NOUN
ajis02-1551	412	32	of	of	ADP
ajis02-1551	412	33	research	research	NOUN
ajis02-1551	412	34	and	and	CCONJ
ajis02-1551	412	35	practice	practice	NOUN
ajis02-1551	412	36	in	in	ADP
ajis02-1551	412	37	information	information	NOUN
ajis02-1551	412	38	technology	technology	NOUN
ajis02-1551	412	39	,	,	PUNCT
ajis02-1551	412	40	si	si	PROPN
ajis02-1551	412	41	.	.	PROPN
ajis02-1551	412	42	sun	sun	PROPN
ajis02-1551	412	43	,	,	PUNCT
ajis02-1551	412	44	c.	c.	PROPN
ajis02-1551	412	45	,	,	PUNCT
ajis02-1551	412	46	stirling	stirling	PROPN
ajis02-1551	412	47	,	,	PUNCT
ajis02-1551	412	48	d.	d.	PROPN
ajis02-1551	412	49	,	,	PUNCT
ajis02-1551	412	50	wright	wright	PROPN
ajis02-1551	412	51	,	,	PUNCT
ajis02-1551	412	52	b.	b.	PROPN
ajis02-1551	412	53	,	,	PUNCT
ajis02-1551	412	54	zulli	zulli	PROPN
ajis02-1551	412	55	,	,	PUNCT
ajis02-1551	412	56	p.	p.	PROPN
ajis02-1551	412	57	&	&	CCONJ
ajis02-1551	412	58	ritz	ritz	PROPN
ajis02-1551	412	59	,	,	PUNCT
ajis02-1551	412	60	c.	c.	PROPN
ajis02-1551	412	61	(	(	PUNCT
ajis02-1551	412	62	2011	2011	NUM
ajis02-1551	412	63	)	)	PUNCT
ajis02-1551	412	64	,	,	PUNCT
ajis02-1551	412	65	‘	'	PUNCT
ajis02-1551	412	66	a	a	DET
ajis02-1551	412	67	hot	hot	ADJ
ajis02-1551	412	68	metal	metal	NOUN
ajis02-1551	412	69	based	base	VERB
ajis02-1551	412	70	on	on	ADP
ajis02-1551	412	71	hybrid	hybrid	ADJ
ajis02-1551	412	72	decision	decision	NOUN
ajis02-1551	412	73	tree	tree	NOUN
ajis02-1551	412	74	techniques	technique	NOUN
ajis02-1551	412	75	.	.	PUNCT
ajis02-1551	412	76	’	'	PUNCT
ajis02-1551	412	77	,	,	PUNCT
ajis02-1551	412	78	international	international	ADJ
ajis02-1551	412	79	journal	journal	NOUN
ajis02-1551	412	80	of	of	ADP
ajis02-1551	412	81	technology	technology	NOUN
ajis02-1551	412	82	,	,	PUNCT
ajis02-1551	412	83	knowledge	knowledge	NOUN
ajis02-1551	412	84	&	&	CCONJ
ajis02-1551	412	85	society	society	NOUN
ajis02-1551	412	86	7(2	7(2	NUM
ajis02-1551	412	87	)	)	PUNCT
ajis02-1551	412	88	,	,	PUNCT
ajis02-1551	412	89	37	37	NUM
ajis02-1551	412	90	–	–	SYM
ajis02-1551	412	91	48	48	NUM
ajis02-1551	412	92	.	.	PUNCT
ajis02-1551	413	1	takcı	takcı	ADV
ajis02-1551	413	2	,	,	PUNCT
ajis02-1551	413	3	h.	h.	PROPN
ajis02-1551	413	4	&	&	CCONJ
ajis02-1551	413	5	soğukpınar	soğukpınar	PROPN
ajis02-1551	413	6	,	,	PUNCT
ajis02-1551	413	7	̇i	̇i	PRON
ajis02-1551	413	8	.	.	PUNCT
ajis02-1551	414	1	(	(	PUNCT
ajis02-1551	414	2	2004	2004	NUM
ajis02-1551	414	3	)	)	PUNCT
ajis02-1551	414	4	,	,	PUNCT
ajis02-1551	414	5	centroid	centroid	NOUN
ajis02-1551	414	6	-	-	PUNCT
ajis02-1551	414	7	based	base	VERB
ajis02-1551	414	8	language	language	NOUN
ajis02-1551	414	9	identification	identification	NOUN
ajis02-1551	414	10	using	use	VERB
ajis02-1551	414	11	letter	letter	NOUN
ajis02-1551	414	12	feature	feature	NOUN
ajis02-1551	414	13	set	set	VERB
ajis02-1551	414	14	,	,	PUNCT
ajis02-1551	414	15	in	in	ADP
ajis02-1551	414	16	‘	'	PUNCT
ajis02-1551	414	17	computational	computational	ADJ
ajis02-1551	414	18	linguistics	linguistic	NOUN
ajis02-1551	414	19	and	and	CCONJ
ajis02-1551	414	20	intelligent	intelligent	ADJ
ajis02-1551	414	21	text	text	NOUN
ajis02-1551	414	22	processing	processing	NOUN
ajis02-1551	414	23	’	'	PUNCT
ajis02-1551	414	24	,	,	PUNCT
ajis02-1551	414	25	springer	springer	NOUN
ajis02-1551	414	26	,	,	PUNCT
ajis02-1551	414	27	pp	pp	ADJ
ajis02-1551	414	28	.	.	PUNCT
ajis02-1551	415	1	640	640	NUM
ajis02-1551	415	2	–	–	PUNCT
ajis02-1551	415	3	648	648	NUM
ajis02-1551	415	4	.	.	PUNCT
ajis02-1551	416	1	van	van	PROPN
ajis02-1551	416	2	noord	noord	PROPN
ajis02-1551	416	3	,	,	PUNCT
ajis02-1551	416	4	g.	g.	PROPN
ajis02-1551	416	5	(	(	PUNCT
ajis02-1551	416	6	n.d	n.d	PROPN
ajis02-1551	416	7	.	.	PROPN
ajis02-1551	416	8	)	)	PUNCT
ajis02-1551	416	9	,	,	PUNCT
ajis02-1551	416	10	‘	'	PUNCT
ajis02-1551	416	11	textcat	textcat	NOUN
ajis02-1551	416	12	’	'	PUNCT
ajis02-1551	416	13	,	,	PUNCT
ajis02-1551	416	14	http://odur.let.rug.nl/vannoord/textcat/index.html	http://odur.let.rug.nl/vannoord/textcat/index.html	X
ajis02-1551	416	15	.	.	PUNCT
ajis02-1551	417	1	(	(	PUNCT
ajis02-1551	417	2	accessed	access	VERB
ajis02-1551	417	3	on	on	ADP
ajis02-1551	417	4	10	10	NUM
ajis02-1551	417	5	/	/	SYM
ajis02-1551	417	6	aug/2015	aug/2015	NOUN
ajis02-1551	417	7	)	)	PUNCT
ajis02-1551	417	8	.	.	PUNCT
ajis02-1551	418	1	wallace	wallace	PROPN
ajis02-1551	418	2	,	,	PUNCT
ajis02-1551	418	3	c.	c.	PROPN
ajis02-1551	418	4	s.	s.	PROPN
ajis02-1551	418	5	&	&	CCONJ
ajis02-1551	418	6	boulton	boulton	PROPN
ajis02-1551	418	7	,	,	PUNCT
ajis02-1551	418	8	d.	d.	PROPN
ajis02-1551	418	9	m.	m.	PROPN
ajis02-1551	418	10	(	(	PUNCT
ajis02-1551	418	11	1968	1968	NUM
ajis02-1551	418	12	)	)	PUNCT
ajis02-1551	418	13	,	,	PUNCT
ajis02-1551	418	14	‘	'	PUNCT
ajis02-1551	418	15	an	an	DET
ajis02-1551	418	16	information	information	NOUN
ajis02-1551	418	17	measure	measure	NOUN
ajis02-1551	418	18	for	for	ADP
ajis02-1551	418	19	classification	classification	NOUN
ajis02-1551	418	20	’	'	PUNCT
ajis02-1551	418	21	,	,	PUNCT
ajis02-1551	418	22	the	the	DET
ajis02-1551	418	23	computer	computer	NOUN
ajis02-1551	418	24	journal	journal	NOUN
ajis02-1551	418	25	11(2	11(2	PROPN
ajis02-1551	418	26	)	)	PUNCT
ajis02-1551	418	27	,	,	PUNCT
ajis02-1551	418	28	185–194	185–194	NUM
ajis02-1551	418	29	.	.	PUNCT
ajis02-1551	419	1	waller	waller	PROPN
ajis02-1551	419	2	,	,	PUNCT
ajis02-1551	419	3	m.	m.	PROPN
ajis02-1551	419	4	&	&	CCONJ
ajis02-1551	419	5	saxén	saxén	PROPN
ajis02-1551	419	6	h.	h.	PROPN
ajis02-1551	419	7	(	(	PUNCT
ajis02-1551	419	8	2000	2000	NUM
ajis02-1551	419	9	)	)	PUNCT
ajis02-1551	419	10	,	,	PUNCT
ajis02-1551	419	11	‘	'	PUNCT
ajis02-1551	419	12	applying	apply	VERB
ajis02-1551	419	13	nonlinear	nonlinear	ADJ
ajis02-1551	419	14	time	time	NOUN
ajis02-1551	419	15	series	series	PROPN
ajis02-1551	419	16	methods	method	NOUN
ajis02-1551	419	17	to	to	PART
ajis02-1551	419	18	blast	blast	VERB
ajis02-1551	419	19	furnace	furnace	NOUN
ajis02-1551	419	20	tap	tap	NOUN
ajis02-1551	419	21	variables	variable	NOUN
ajis02-1551	419	22	,	,	PUNCT
ajis02-1551	419	23	’	'	PUNCT
ajis02-1551	419	24	in	in	ADP
ajis02-1551	419	25	presented	present	VERB
ajis02-1551	419	26	at	at	ADP
ajis02-1551	419	27	cybernetics	cybernetics	PROPN
ajis02-1551	419	28	&	&	CCONJ
ajis02-1551	419	29	informatics	informatics	PROPN
ajis02-1551	419	30	eurodays	euroday	NOUN
ajis02-1551	419	31	,	,	PUNCT
ajis02-1551	419	32	marianska	marianska	NOUN
ajis02-1551	419	33	,	,	PUNCT
ajis02-1551	419	34	czech	czech	PROPN
ajis02-1551	419	35	reublic	reublic	NOUN
ajis02-1551	419	36	.	.	PUNCT
ajis02-1551	420	1	waller	waller	PROPN
ajis02-1551	420	2	,	,	PUNCT
ajis02-1551	420	3	m.	m.	PROPN
ajis02-1551	420	4	&	&	CCONJ
ajis02-1551	420	5	saxén	saxén	PROPN
ajis02-1551	420	6	h.	h.	PROPN
ajis02-1551	420	7	(	(	PUNCT
ajis02-1551	420	8	2002	2002	NUM
ajis02-1551	420	9	)	)	PUNCT
ajis02-1551	420	10	,	,	PUNCT
ajis02-1551	420	11	‘	'	PUNCT
ajis02-1551	420	12	ontheuseofladle	ontheuseofladle	ADJ
ajis02-1551	420	13	-	-	PUNCT
ajis02-1551	420	14	wiseanalysestopredicthotmetal	wiseanalysestopredicthotmetal	ADJ
ajis02-1551	420	15	silicon	silicon	NOUN
ajis02-1551	420	16	content	content	NOUN
ajis02-1551	420	17	,	,	PUNCT
ajis02-1551	420	18	’	'	PUNCT
ajis02-1551	420	19	in	in	ADP
ajis02-1551	420	20	proceedings	proceeding	NOUN
ajis02-1551	420	21	of	of	ADP
ajis02-1551	420	22	the	the	DET
ajis02-1551	420	23	61th	61th	ADJ
ajis02-1551	420	24	ironmaking	ironmaking	NOUN
ajis02-1551	420	25	conference	conference	NOUN
ajis02-1551	420	26	,	,	PUNCT
ajis02-1551	420	27	nashville	nashville	PROPN
ajis02-1551	420	28	,	,	PUNCT
ajis02-1551	420	29	tn	tn	PROPN
ajis02-1551	420	30	,	,	PUNCT
ajis02-1551	420	31	pp	pp	X
ajis02-1551	420	32	.	.	PUNCT
ajis02-1551	421	1	135–143	135–143	NUM
ajis02-1551	421	2	.	.	PUNCT
ajis02-1551	422	1	zheng	zheng	PROPN
ajis02-1551	422	2	,	,	PUNCT
ajis02-1551	422	3	z.	z.	PROPN
ajis02-1551	422	4	(	(	PUNCT
ajis02-1551	422	5	2000	2000	NUM
ajis02-1551	422	6	)	)	PUNCT
ajis02-1551	422	7	,	,	PUNCT
ajis02-1551	422	8	‘	'	PUNCT
ajis02-1551	422	9	constructing	construct	VERB
ajis02-1551	422	10	x	x	NOUN
ajis02-1551	422	11	-	-	NOUN
ajis02-1551	422	12	of	of	ADP
ajis02-1551	422	13	-	-	PUNCT
ajis02-1551	422	14	n	n	NOUN
ajis02-1551	422	15	attributes	attribute	NOUN
ajis02-1551	422	16	for	for	ADP
ajis02-1551	422	17	decision	decision	NOUN
ajis02-1551	422	18	tree	tree	NOUN
ajis02-1551	422	19	learning	learning	NOUN
ajis02-1551	422	20	’	'	PUNCT
ajis02-1551	422	21	,	,	PUNCT
ajis02-1551	422	22	machine	machine	NOUN
ajis02-1551	422	23	learning	learn	VERB
ajis02-1551	422	24	40(1	40(1	PROPN
ajis02-1551	422	25	)	)	PUNCT
ajis02-1551	422	26	,	,	PUNCT
ajis02-1551	422	27	35–75	35–75	X
ajis02-1551	422	28	.	.	PUNCT
ajis02-1551	423	1	zhou	zhou	PROPN
ajis02-1551	423	2	,	,	PUNCT
ajis02-1551	423	3	f.	f.	PROPN
ajis02-1551	423	4	,	,	PUNCT
ajis02-1551	423	5	la	la	PROPN
ajis02-1551	423	6	torre	torre	PROPN
ajis02-1551	423	7	,	,	PUNCT
ajis02-1551	423	8	f.	f.	PROPN
ajis02-1551	423	9	d.	d.	PROPN
ajis02-1551	423	10	&	&	CCONJ
ajis02-1551	423	11	hodgins	hodgins	PROPN
ajis02-1551	423	12	,	,	PUNCT
ajis02-1551	423	13	j.	j.	PROPN
ajis02-1551	423	14	k.	k.	PROPN
ajis02-1551	423	15	(	(	PUNCT
ajis02-1551	423	16	2013	2013	NUM
ajis02-1551	423	17	)	)	PUNCT
ajis02-1551	423	18	,	,	PUNCT
ajis02-1551	423	19	‘	'	PUNCT
ajis02-1551	423	20	hierarchical	hierarchical	ADJ
ajis02-1551	423	21	aligned	aligned	ADJ
ajis02-1551	423	22	cluster	cluster	NOUN
ajis02-1551	423	23	analysis	analysis	NOUN
ajis02-1551	423	24	for	for	ADP
ajis02-1551	423	25	temporal	temporal	ADJ
ajis02-1551	423	26	clustering	clustering	NOUN
ajis02-1551	423	27	of	of	ADP
ajis02-1551	423	28	human	human	ADJ
ajis02-1551	423	29	motion	motion	NOUN
ajis02-1551	423	30	’	'	PUNCT
ajis02-1551	423	31	,	,	PUNCT
ajis02-1551	423	32	ieee	ieee	PROPN
ajis02-1551	423	33	trans	trans	PROPN
ajis02-1551	423	34	.	.	PUNCT
ajis02-1551	423	35	pattern	pattern	PROPN
ajis02-1551	423	36	anal	anal	PROPN
ajis02-1551	423	37	.	.	PUNCT
ajis02-1551	424	1	mach	mach	PROPN
ajis02-1551	424	2	.	.	PUNCT
ajis02-1551	425	1	intell	intell	PROPN
ajis02-1551	425	2	.	.	PUNCT
ajis02-1551	426	1	35(3	35(3	NUM
ajis02-1551	426	2	)	)	PUNCT
ajis02-1551	426	3	,	,	PUNCT
ajis02-1551	427	1	582–596	582–596	NUM
ajis02-1551	427	2	.	.	PUNCT
ajis02-1551	428	1	australasian	australasian	ADJ
ajis02-1551	428	2	journal	journal	NOUN
ajis02-1551	428	3	of	of	ADP
ajis02-1551	428	4	information	information	NOUN
ajis02-1551	428	5	systems	systems	PROPN
ajis02-1551	428	6	sun	sun	PROPN
ajis02-1551	428	7	&	&	CCONJ
ajis02-1551	428	8	stirling	stirling	PROPN
ajis02-1551	428	9	2017	2017	NUM
ajis02-1551	428	10	,	,	PUNCT
ajis02-1551	428	11	vol	vol	NOUN
ajis02-1551	428	12	21	21	NUM
ajis02-1551	428	13	,	,	PUNCT
ajis02-1551	428	14	selected	select	VERB
ajis02-1551	428	15	papers	paper	NOUN
ajis02-1551	428	16	from	from	ADP
ajis02-1551	428	17	ausdm	ausdm	PROPN
ajis02-1551	428	18	event	event	NOUN
ajis02-1551	428	19	group	group	NOUN
ajis02-1551	428	20	based	base	VERB
ajis02-1551	428	21	classification	classification	NOUN
ajis02-1551	428	22	framework	framework	NOUN
ajis02-1551	428	23	22	22	NUM
ajis02-1551	428	24	zhou	zhou	NOUN
ajis02-1551	428	25	,	,	PUNCT
ajis02-1551	428	26	p.	p.	NOUN
ajis02-1551	428	27	,	,	PUNCT
ajis02-1551	428	28	yuan	yuan	NOUN
ajis02-1551	428	29	,	,	PUNCT
ajis02-1551	428	30	m.	m.	NOUN
ajis02-1551	428	31	,	,	PUNCT
ajis02-1551	428	32	wang	wang	PROPN
ajis02-1551	428	33	h.	h.	PROPN
ajis02-1551	428	34	&	&	CCONJ
ajis02-1551	428	35	chai	chai	PROPN
ajis02-1551	428	36	t.	t.	PROPN
ajis02-1551	428	37	(	(	PUNCT
ajis02-1551	428	38	2015	2015	NUM
ajis02-1551	428	39	)	)	PUNCT
ajis02-1551	428	40	,	,	PUNCT
ajis02-1551	428	41	‘	'	PUNCT
ajis02-1551	428	42	data	data	NOUN
ajis02-1551	428	43	-	-	PUNCT
ajis02-1551	428	44	driven	drive	VERB
ajis02-1551	428	45	dynamic	dynamic	ADJ
ajis02-1551	428	46	modeling	modeling	NOUN
ajis02-1551	428	47	for	for	ADP
ajis02-1551	428	48	prediction	prediction	NOUN
ajis02-1551	428	49	of	of	ADP
ajis02-1551	428	50	molten	molten	ADJ
ajis02-1551	428	51	iron	iron	NOUN
ajis02-1551	428	52	silicon	silicon	NOUN
ajis02-1551	428	53	content	content	NOUN
ajis02-1551	428	54	using	use	VERB
ajis02-1551	428	55	elm	elm	NOUN
ajis02-1551	428	56	with	with	ADP
ajis02-1551	428	57	self	self	NOUN
ajis02-1551	428	58	-	-	PUNCT
ajis02-1551	428	59	feedback	feedback	NOUN
ajis02-1551	428	60	,	,	PUNCT
ajis02-1551	428	61	’	'	PUNCT
ajis02-1551	428	62	mathematical	mathematical	ADJ
ajis02-1551	428	63	problems	problem	NOUN
ajis02-1551	428	64	in	in	ADP
ajis02-1551	428	65	engineering	engineering	NOUN
ajis02-1551	428	66	,	,	PUNCT
ajis02-1551	428	67	vol	vol	NOUN
ajis02-1551	428	68	.	.	NOUN
ajis02-1551	428	69	2015	2015	NUM
ajis02-1551	428	70	,	,	PUNCT
ajis02-1551	428	71	article	article	NOUN
ajis02-1551	428	72	i	i	PROPN
ajis02-1551	428	73	d	d	PROPN
ajis02-1551	428	74	326160	326160	NUM
ajis02-1551	428	75	,	,	PUNCT
ajis02-1551	428	76	11	11	NUM
ajis02-1551	428	77	pages	page	NOUN
ajis02-1551	428	78	,	,	PUNCT
ajis02-1551	428	79	2015	2015	NUM
ajis02-1551	428	80	.	.	PUNCT
ajis02-1551	429	1	doi:10.1155/2015/326160	doi:10.1155/2015/326160	NUM
ajis02-1551	429	2	.	.	PUNCT
ajis02-1551	430	1	copyright	copyright	NOUN
ajis02-1551	430	2	:	:	PUNCT
ajis02-1551	430	3	©	©	PROPN
ajis02-1551	430	4	2017	2017	NUM
ajis02-1551	430	5	sun	sun	PROPN
ajis02-1551	430	6	&	&	CCONJ
ajis02-1551	430	7	stirling	stirling	PROPN
ajis02-1551	430	8	.	.	PUNCT
ajis02-1551	431	1	this	this	PRON
ajis02-1551	431	2	is	be	AUX
ajis02-1551	431	3	an	an	DET
ajis02-1551	431	4	open	open	ADJ
ajis02-1551	431	5	-	-	PUNCT
ajis02-1551	431	6	access	access	NOUN
ajis02-1551	431	7	article	article	NOUN
ajis02-1551	431	8	distributed	distribute	VERB
ajis02-1551	431	9	under	under	ADP
ajis02-1551	431	10	the	the	DET
ajis02-1551	431	11	terms	term	NOUN
ajis02-1551	431	12	of	of	ADP
ajis02-1551	431	13	the	the	DET
ajis02-1551	431	14	creative	creative	ADJ
ajis02-1551	431	15	commons	common	NOUN
ajis02-1551	431	16	attribution	attribution	NOUN
ajis02-1551	431	17	-	-	PUNCT
ajis02-1551	431	18	noncommercial	noncommercial	ADJ
ajis02-1551	431	19	3.0	3.0	NUM
ajis02-1551	431	20	australia	australia	NOUN
ajis02-1551	431	21	license	license	NOUN
ajis02-1551	431	22	,	,	PUNCT
ajis02-1551	431	23	which	which	PRON
ajis02-1551	431	24	permits	permit	VERB
ajis02-1551	431	25	non	non	ADJ
ajis02-1551	431	26	-	-	ADJ
ajis02-1551	431	27	commercial	commercial	ADJ
ajis02-1551	431	28	use	use	NOUN
ajis02-1551	431	29	,	,	PUNCT
ajis02-1551	431	30	distribution	distribution	NOUN
ajis02-1551	431	31	,	,	PUNCT
ajis02-1551	431	32	and	and	CCONJ
ajis02-1551	431	33	reproduction	reproduction	NOUN
ajis02-1551	431	34	in	in	ADP
ajis02-1551	431	35	any	any	DET
ajis02-1551	431	36	medium	medium	NOUN
ajis02-1551	431	37	,	,	PUNCT
ajis02-1551	431	38	provided	provide	VERB
ajis02-1551	431	39	the	the	DET
ajis02-1551	431	40	original	original	ADJ
ajis02-1551	431	41	author	author	NOUN
ajis02-1551	431	42	and	and	CCONJ
ajis02-1551	431	43	ajis	ajis	ADV
ajis02-1551	431	44	are	be	AUX
ajis02-1551	431	45	credited	credit	VERB
ajis02-1551	431	46	.	.	PUNCT
ajis02-1551	432	1	http://creativecommons.org/licenses/by-nc/3.0/au/	http://creativecommons.org/licenses/by-nc/3.0/au/	NOUN