id	sid	eid	entity	type
esrj-65215	3	1	brockwell-dahlhaus-trindade	ORG
esrj-65215	8	1	sobre series de tiempo	ORG
esrj-65215	8	2	el proceso de análisis de grado mineralógico issn 1794-6190	ORG
esrj-65215	8	3	2339-3459	CARDINAL
esrj-65215	8	4	jianjun zhaoa	PERSON
esrj-65215	8	5	junwu zhoubb	PERSON
esrj-65215	8	6	northeastern university	ORG
esrj-65215	8	7	china	GPE
esrj-65215	8	8	beijing general research institute of mining & metallurgy	ORG
esrj-65215	8	9	beijing 100160	EVENT
esrj-65215	8	10	china c school of computer science & software	ORG
esrj-65215	8	11	tianjin polytechnic university	ORG
esrj-65215	8	12	300387	DATE
esrj-65215	8	13	china	GPE
esrj-65215	8	14	15900201597@163.com	CARDINAL
esrj-65215	8	15	gran dificultad para la	PERSON
esrj-65215	8	16	para series de datos masivos	PERSON
esrj-65215	8	17	altos niveles de ruido de valores atípicos	ORG
esrj-65215	9	1	se propone	PERSON
esrj-65215	9	2	modelo autoregresivo oculto de markov	PERSON
esrj-65215	9	3	la detección de dichos valores atípicos en el proceso de análisis del grado mineral geológico.	ORG
esrj-65215	10	1	el algoritmo usa un	ORG
esrj-65215	10	2	para ajustar la serie de tiempo obtenida	WORK_OF_ART
esrj-65215	10	3	del “analizador de fluorescencia de rayos	ORG
esrj-65215	10	4	y hace uso del hmm como una herramienta básica de detección	PERSON
esrj-65215	10	5	la cual puede evitar la deficiencia de predeterminar el umbral en métodos	ORG
esrj-65215	10	6	tradicionales de detección	PERSON
esrj-65215	11	1	para actualizar los parámetros del arhmm en tiempo	PERSON
esrj-65215	11	2	la estructura del algoritmo bdt	ORG
esrj-65215	11	3	brockwell-dahlhaus-trindade	ORG
esrj-65215	11	4	mejora para ser	PERSON
esrj-65215	12	1	iterativa en la que	ORG
esrj-65215	12	2	se aplica el cálculo iterativo en tiempo	PERSON
esrj-65215	12	3	y en orden respectivamente	ORG
esrj-65215	13	1	con el propósito de reducir la influencia de valores atípicos	ORG
esrj-65215	13	2	de arhmm	PERSON
esrj-65215	13	3	adoptan	GPE
esrj-65215	13	4	las estrategias de detección-antes-que-actualización	GPE
esrj-65215	13	5	lo que también aumenta la	PERSON
esrj-65215	14	1	y aplicación práctica	PERSON
esrj-65215	14	2	la precisión	PERSON
esrj-65215	14	3	y capacidad de la	PERSON
esrj-65215	15	1	de acuerdo	ORG
esrj-65215	15	2	el nuevo algoritmo propuesto en este artículo es más	ORG
esrj-65215	15	3	para la	PERSON
esrj-65215	15	4	de datos de valores atipicos para el análisis	ORG
esrj-65215	15	5	del grado	GPE
esrj-65215	15	6	el procesamiento mineral.	ORG
esrj-65215	16	1	modelo autoregresivo oculto de markov	PERSON
esrj-65215	17	1	zhao	PERSON
esrj-65215	17	2	j., zhou	PERSON
esrj-65215	17	3	j., su	PERSON
esrj-65215	17	4	2017	CARDINAL
esrj-65215	19	1	earth sciences research journal	ORG
esrj-65215	19	2	21(3	CARDINAL
esrj-65215	19	3	135	CARDINAL
esrj-65215	20	1	o st at	PERSON
esrj-65215	20	2	sci.	ORG
esrj-65215	22	1	j. vol.	PERSON
esrj-65215	23	1	21	DATE
esrj-65215	23	2	3	CARDINAL
esrj-65215	23	3	september	DATE
esrj-65215	23	4	2017	DATE
esrj-65215	23	5	135	CARDINAL
esrj-65215	23	6	139 136	QUANTITY
esrj-65215	23	7	jianjun zhao	PERSON
esrj-65215	23	8	junwu zhou	PERSON
esrj-65215	23	9	weixing su	PERSON
esrj-65215	23	10	fang liu	PERSON
esrj-65215	24	1	the years	DATE
esrj-65215	24	2	kameshwara	GPE
esrj-65215	24	3	rao, & narayana	ORG
esrj-65215	24	4	2014	DATE
esrj-65215	24	5	de'nan	GPE
esrj-65215	24	6	2017	DATE
esrj-65215	29	1	clarke, & levis	ORG
esrj-65215	29	2	1998	DATE
esrj-65215	29	3	rivoirard, demange, &	ORG
esrj-65215	29	4	2013	DATE
esrj-65215	33	1	brockwell-dahlhaus-trindade	ORG
esrj-65215	36	1	1	CARDINAL
esrj-65215	38	1	2.	CARDINAL
esrj-65215	39	1	3	CARDINAL
esrj-65215	40	1	barnett	PERSON
esrj-65215	40	2	barnett & lewis, 1994	ORG
esrj-65215	41	1	knorr	PERSON
esrj-65215	41	2	raymond (knorr & ng	ORG
esrj-65215	41	3	1999	DATE
esrj-65215	41	4	edwin & raymond	ORG
esrj-65215	41	5	1998	DATE
esrj-65215	41	6	ramaswamy et al	PERSON
esrj-65215	42	1	2000	DATE
esrj-65215	44	1	almeida & barbosa	ORG
esrj-65215	44	2	2007	DATE
esrj-65215	44	3	bullen	PERSON
esrj-65215	44	4	cornford, & nnbney	ORG
esrj-65215	44	5	2003	DATE
esrj-65215	44	6	prakobphol,	ORG
esrj-65215	44	7	2008	DATE
esrj-65215	46	1	1995	DATE
esrj-65215	46	2	ragaran	PERSON
esrj-65215	46	3	han & micheline	ORG
esrj-65215	46	4	2001	DATE
esrj-65215	46	5	takeuchi, & yamanishi	ORG
esrj-65215	46	6	2006	DATE
esrj-65215	49	1	levinson-durbin	ORG
esrj-65215	49	2	brockwell et al	PERSON
esrj-65215	50	1	2002	DATE
esrj-65215	53	1	1,2,∙∙∙	CARDINAL
esrj-65215	54	1	1	CARDINAL
esrj-65215	55	1	1	CARDINAL
esrj-65215	55	2	zero	CARDINAL
esrj-65215	57	1	2	CARDINAL
esrj-65215	58	1	2	CARDINAL
esrj-65215	58	2	3	CARDINAL
esrj-65215	58	3	2003	DATE
esrj-65215	59	1	3	CARDINAL
esrj-65215	60	1	1	CARDINAL
esrj-65215	62	1	4	CARDINAL
esrj-65215	62	2	5	CARDINAL
esrj-65215	63	1	6	CARDINAL
esrj-65215	63	2	7	CARDINAL
esrj-65215	63	3	8)	CARDINAL
esrj-65215	63	4	9	CARDINAL
esrj-65215	63	5	10	CARDINAL
esrj-65215	63	6	11	CARDINAL
esrj-65215	63	7	12	CARDINAL
esrj-65215	63	8	13	CARDINAL
esrj-65215	63	9	6	CARDINAL
esrj-65215	63	10	13	CARDINAL
esrj-65215	64	1	14	CARDINAL
esrj-65215	64	2	137online	CARDINAL
esrj-65215	64	3	15	CARDINAL
esrj-65215	64	4	16	CARDINAL
esrj-65215	65	1	•	CARDINAL
esrj-65215	65	2	3	CARDINAL
esrj-65215	68	1	6	CARDINAL
esrj-65215	69	1	17	CARDINAL
esrj-65215	69	2	7	CARDINAL
esrj-65215	71	1	18	CARDINAL
esrj-65215	71	2	19	CARDINAL
esrj-65215	71	3	18	CARDINAL
esrj-65215	71	4	ri t	GPE
esrj-65215	72	1	13	CARDINAL
esrj-65215	72	2	20	CARDINAL
esrj-65215	72	3	1	CARDINAL
esrj-65215	74	1	21	CARDINAL
esrj-65215	74	2	21	DATE
esrj-65215	75	1	two	CARDINAL
esrj-65215	75	2	one	CARDINAL
esrj-65215	75	3	1	CARDINAL
esrj-65215	76	1	22	CARDINAL
esrj-65215	78	1	23	CARDINAL
esrj-65215	78	2	23	CARDINAL
esrj-65215	78	3	1	CARDINAL
esrj-65215	78	4	0	CARDINAL
esrj-65215	79	1	24	CARDINAL
esrj-65215	79	2	23	CARDINAL
esrj-65215	79	3	25	CARDINAL
esrj-65215	79	4	25	CARDINAL
esrj-65215	79	5	2006	DATE
esrj-65215	80	1	26	CARDINAL
esrj-65215	80	2	27	CARDINAL
esrj-65215	80	3	two	CARDINAL
esrj-65215	81	1	abd-krim	ORG
esrj-65215	81	2	2006	DATE
esrj-65215	81	3	28	CARDINAL
esrj-65215	82	1	29	CARDINAL
esrj-65215	82	2	30	CARDINAL
esrj-65215	83	1	1	CARDINAL
esrj-65215	84	1	two	CARDINAL
esrj-65215	84	2	wang, & chiang	ORG
esrj-65215	84	3	2008	DATE
esrj-65215	84	4	one	CARDINAL
esrj-65215	84	5	138	CARDINAL
esrj-65215	84	6	jianjun zhao	PERSON
esrj-65215	84	7	junwu zhou	PERSON
esrj-65215	84	8	weixing su	PERSON
esrj-65215	84	9	fang liu	PERSON
esrj-65215	84	10	30	CARDINAL
esrj-65215	84	11	31	DATE
esrj-65215	84	12	two	CARDINAL
esrj-65215	84	13	arhmm	GPE
esrj-65215	85	1	31	CARDINAL
esrj-65215	85	2	31	CARDINAL
esrj-65215	85	3	st = j	PERSON
esrj-65215	85	4	lou	PERSON
esrj-65215	85	5	195	DATE
esrj-65215	87	1	19	CARDINAL
esrj-65215	87	2	32	CARDINAL
esrj-65215	88	1	32	CARDINAL
esrj-65215	88	2	18	CARDINAL
esrj-65215	88	3	33	CARDINAL
esrj-65215	89	1	33	CARDINAL
esrj-65215	89	2	three	CARDINAL
esrj-65215	90	1	2-(a	CARDINAL
esrj-65215	90	2	2-(b	CARDINAL
esrj-65215	91	1	35	CARDINAL
esrj-65215	91	2	34	CARDINAL
esrj-65215	92	1	10%	PERCENT
esrj-65215	92	2	eight	CARDINAL
esrj-65215	93	1	3-(a	CARDINAL
esrj-65215	93	2	3-(c	CARDINAL
esrj-65215	94	1	2	CARDINAL
esrj-65215	96	1	alex alexandridis	PERSON
esrj-65215	96	2	second	ORDINAL
esrj-65215	96	3	alexandridis	GPE
esrj-65215	96	4	2003	DATE
esrj-65215	97	1	1989	DATE
esrj-65215	98	1	34	CARDINAL
esrj-65215	98	2	3	CARDINAL
esrj-65215	100	1	third	ORDINAL
esrj-65215	101	1	first	ORDINAL
esrj-65215	101	2	the last century	DATE
esrj-65215	101	3	70	DATE
esrj-65215	102	1	finland	GPE
esrj-65215	102	2	more than 80%	PERCENT
esrj-65215	103	1	china	GPE
esrj-65215	103	2	the beijing institute of mining	ORG
esrj-65215	103	3	2014	DATE
esrj-65215	103	4	hekimoglu	GPE
esrj-65215	103	5	& kalina	ORG
esrj-65215	103	6	2009	DATE
esrj-65215	104	1	1%	PERCENT
esrj-65215	104	2	0.2	CARDINAL
esrj-65215	105	1	first	ORDINAL
esrj-65215	105	2	first	ORDINAL
esrj-65215	105	3	first	ORDINAL
esrj-65215	106	1	139online	CARDINAL
esrj-65215	106	2	second	ORDINAL
esrj-65215	106	3	mohr, & mudd	ORG
esrj-65215	106	4	2014	DATE
esrj-65215	106	5	second	ORDINAL
esrj-65215	107	1	two	CARDINAL
esrj-65215	107	2	two	CARDINAL
esrj-65215	107	3	1	CARDINAL
esrj-65215	107	4	1	CARDINAL
esrj-65215	109	1	first	ORDINAL
esrj-65215	110	1	second	ORDINAL
esrj-65215	111	1	third	ORDINAL
esrj-65215	116	1	national natural science foundation of china	ORG
esrj-65215	116	2	51607122	CARDINAL
esrj-65215	116	3	61602343	DATE
esrj-65215	117	1	abd-krim	PERSON
esrj-65215	117	2	s.	PERSON
esrj-65215	117	3	2006	DATE
esrj-65215	118	1	kullback	PERSON
esrj-65215	119	1	2327	CARDINAL
esrj-65215	120	1	alexandridis	GPE
esrj-65215	120	2	sarimveis, h., & bafas	ORG
esrj-65215	120	3	2003	DATE
esrj-65215	121	1	rbf networks	ORG
esrj-65215	122	1	16(7	CARDINAL
esrj-65215	122	2	1003-1017	DATE
esrj-65215	123	1	almeida	ORG
esrj-65215	123	2	j. a. s.	PERSON
esrj-65215	123	3	barbosa l. m. s.	PERSON
esrj-65215	123	4	2007	DATE
esrj-65215	125	1	208	CARDINAL
esrj-65215	125	2	& lewis	ORG
esrj-65215	125	3	1994	DATE
esrj-65215	127	1	john wiley & sons	ORG
esrj-65215	127	2	chichester	GPE
esrj-65215	128	1	a. j. (	PERSON
esrj-65215	128	2	2006	DATE
esrj-65215	129	1	hmms	ORG
esrj-65215	130	1	1	CARDINAL
esrj-65215	131	1	brockwell	ORG
esrj-65215	131	2	p. j.	PERSON
esrj-65215	131	3	dahlhaus	NORP
esrj-65215	131	4	r., & trindade	ORG
esrj-65215	131	5	a. a.	PERSON
esrj-65215	131	6	2002	DATE
esrj-65215	132	1	burg	PERSON
esrj-65215	133	1	2002	DATE
esrj-65215	133	2	015	CARDINAL
esrj-65215	133	3	university of florida	ORG
esrj-65215	134	1	bullen	PERSON
esrj-65215	134	2	r. j.	PERSON
esrj-65215	134	3	cornford	GPE
esrj-65215	134	4	d., & nnbney	ORG
esrj-65215	134	5	i. t.	PERSON
esrj-65215	134	6	2003	DATE
esrj-65215	136	1	16(3-4	CARDINAL
esrj-65215	136	2	419	CARDINAL
esrj-65215	137	1	clarke	ORG
esrj-65215	137	2	b. r.	PERSON
esrj-65215	137	3	t.	GPE
esrj-65215	137	4	1998	DATE
esrj-65215	139	1	25(6	CARDINAL
esrj-65215	139	2	751-662	CARDINAL
esrj-65215	140	1	n., & leong	ORG
esrj-65215	140	2	l. c.	PERSON
esrj-65215	140	3	2017	CARDINAL
esrj-65215	142	1	1	CARDINAL
esrj-65215	142	2	11	CARDINAL
esrj-65215	143	1	edwin	ORG
esrj-65215	143	2	m. k. & raymond	ORG
esrj-65215	143	3	t. n.	GPE
esrj-65215	143	4	1998	DATE
esrj-65215	145	1	twenty-fourth	CARDINAL
esrj-65215	145	2	c. 392	GPE
esrj-65215	146	1	han	NORP
esrj-65215	146	2	j. w.	PERSON
esrj-65215	146	3	2001	DATE
esrj-65215	148	1	china	GPE
esrj-65215	149	1	hekimoglu	GPE
esrj-65215	149	2	s.	PERSON
esrj-65215	149	3	r. c.	PERSON
esrj-65215	149	4	j. (	GPE
esrj-65215	149	5	2009	DATE
esrj-65215	151	1	journal of zhejiang university-science	ORG
esrj-65215	151	2	909	CARDINAL
esrj-65215	152	1	kameshwara	GPE
esrj-65215	152	2	r.	NORP
esrj-65215	152	3	rao	PERSON
esrj-65215	152	4	c. r., & narayana	GPE
esrj-65215	152	5	a. c.	PERSON
esrj-65215	152	6	2014	DATE
esrj-65215	154	1	india	GPE
esrj-65215	154	2	83(5	ORDINAL
esrj-65215	154	3	549	CARDINAL
esrj-65215	155	1	knorr	PERSON
esrj-65215	155	2	e. m. & ng	ORG
esrj-65215	155	3	r. t.	PERSON
esrj-65215	155	4	1999	DATE
esrj-65215	157	1	twenty-fifth	CARDINAL
esrj-65215	157	2	c. 211	PERSON
esrj-65215	158	1	h. l.	PERSON
esrj-65215	158	2	1995	DATE
esrj-65215	160	1	signal processing magazine	ORG
esrj-65215	160	2	1053-5888	CARDINAL
esrj-65215	160	3	42	DATE
esrj-65215	161	1	northey, s.	PERSON
esrj-65215	161	2	mohr	PERSON
esrj-65215	161	3	s., & mudd	ORG
esrj-65215	161	4	g. m.	PERSON
esrj-65215	161	5	2014	DATE
esrj-65215	163	1	83	DATE
esrj-65215	163	2	190	CARDINAL
esrj-65215	164	1	k., & zhan	ORG
esrj-65215	164	2	j. t.	PERSON
esrj-65215	164	3	2008	DATE
esrj-65215	166	1	second	ORDINAL
esrj-65215	166	2	c. 555	PERSON
esrj-65215	166	3	rabiner	PERSON
esrj-65215	166	4	r. l.	PERSON
esrj-65215	166	5	1989	DATE
esrj-65215	169	1	257	CARDINAL
esrj-65215	170	1	ramaswamy	ORG
esrj-65215	170	2	s.	PERSON
esrj-65215	170	3	rastogi	PERSON
esrj-65215	170	4	r., & kyuseok	ORG
esrj-65215	170	5	s.	PERSON
esrj-65215	170	6	2000	DATE
esrj-65215	172	1	the acm sigmod international conference on management of data	ORG
esrj-65215	172	2	dallas	GPE
esrj-65215	172	3	c. 427	GPE
esrj-65215	173	1	rivoirard	ORG
esrj-65215	173	2	j.	GPE
esrj-65215	173	3	demange	GPE
esrj-65215	173	4	c., &	ORG
esrj-65215	173	5	x.	GPE
esrj-65215	173	6	2013	DATE
esrj-65215	175	1	45(8	DATE
esrj-65215	175	2	967	CARDINAL
esrj-65215	176	1	takeuchi	PERSON
esrj-65215	176	2	j., & yamanishi	ORG
esrj-65215	176	3	k. (	PERSON
esrj-65215	176	4	2006	DATE
esrj-65215	178	1	18(4	CARDINAL
esrj-65215	178	2	482	CARDINAL
esrj-65215	179	1	a. a.	PERSON
esrj-65215	179	2	2003	DATE
esrj-65215	181	1	department of statistics	ORG
esrj-65215	181	2	university of florida	ORG
esrj-65215	182	1	wang	PERSON
esrj-65215	182	2	j. s. & chiang	ORG
esrj-65215	182	3	j. c.	PERSON
esrj-65215	184	1	38(1	CARDINAL
esrj-65215	184	2	78	DATE