id	sid	eid	entity	type
aiti-14192	1	1	microsoft	ORG
aiti-14192	1	2	1-v10n2(2025)-aiti#14192(85-101).docx	QUANTITY
aiti-14192	1	3	10	CARDINAL
aiti-14192	1	4	2	CARDINAL
aiti-14192	1	5	2025	DATE
aiti-14192	1	6	85	CARDINAL
aiti-14192	1	7	english	LANGUAGE
aiti-14192	1	8	chih-wei chang	PERSON
aiti-14192	1	9	sukchitt1	ORG
aiti-14192	1	10	manad khamkong2	PERSON
aiti-14192	1	11	saechan2	ORG
aiti-14192	1	12	hongsakulvasu3 1program	ORG
aiti-14192	1	13	department of statistics	ORG
aiti-14192	1	14	chiang mai university	ORG
aiti-14192	1	15	chiang mai	GPE
aiti-14192	2	1	chiang mai university	ORG
aiti-14192	2	2	chiang mai	GPE
aiti-14192	2	3	thailand 3faculty of economics	ORG
aiti-14192	2	4	chiang mai university	ORG
aiti-14192	2	5	chiang mai	GPE
aiti-14192	2	6	thailand	GPE
aiti-14192	2	7	26	CARDINAL
aiti-14192	2	8	august 2024	DATE
aiti-14192	2	9	24 october 2024	DATE
aiti-14192	2	10	25	CARDINAL
aiti-14192	2	11	october 2024	DATE
aiti-14192	6	1	covid-19	PERSON
aiti-14192	7	1	0.0004 to 0.01	CARDINAL
aiti-14192	7	2	0.0006	CARDINAL
aiti-14192	7	3	0.01	CARDINAL
aiti-14192	7	4	0.006 to 0.03	CARDINAL
aiti-14192	10	1	1	CARDINAL
aiti-14192	10	2	recent years	DATE
aiti-14192	17	1	1	CARDINAL
aiti-14192	18	1	two	CARDINAL
aiti-14192	18	2	the elman recurrent neural network	ORG
aiti-14192	19	1	2	CARDINAL
aiti-14192	21	1	86	CARDINAL
aiti-14192	22	1	10	CARDINAL
aiti-14192	22	2	2	CARDINAL
aiti-14192	22	3	2025	DATE
aiti-14192	23	1	85	CARDINAL
aiti-14192	26	1	five	CARDINAL
aiti-14192	27	1	section 2	LAW
aiti-14192	28	1	section 3	LAW
aiti-14192	29	1	section 4	LAW
aiti-14192	30	1	section 5	LAW
aiti-14192	31	1	2	CARDINAL
aiti-14192	35	1	almaleck et al	PERSON
aiti-14192	36	1	3	CARDINAL
aiti-14192	36	2	arimax models	PERSON
aiti-14192	36	3	24-hour	TIME
aiti-14192	36	4	mape	ORG
aiti-14192	36	5	around 9%	PERCENT
aiti-14192	37	1	pierre et al	PERSON
aiti-14192	38	1	4	CARDINAL
aiti-14192	39	1	arima-lstm hybrid	ORG
aiti-14192	39	2	7.35	CARDINAL
aiti-14192	40	1	recent years	DATE
aiti-14192	41	1	xu et	PERSON
aiti-14192	43	1	5	CARDINAL
aiti-14192	43	2	6-month	DATE
aiti-14192	43	3	12-month	DATE
aiti-14192	43	4	24-month	DATE
aiti-14192	43	5	china	GPE
aiti-14192	44	1	azad et al	GPE
aiti-14192	45	1	6	CARDINAL
aiti-14192	45	2	india	GPE
aiti-14192	45	3	red hills reservoir	ORG
aiti-14192	46	1	thailand	GPE
aiti-14192	46	2	nualtong et al	GPE
aiti-14192	47	1	7	CARDINAL
aiti-14192	47	2	the wet season	DATE
aiti-14192	49	1	8	CARDINAL
aiti-14192	49	2	bangladesh	GPE
aiti-14192	49	3	arima-ann	ORG
aiti-14192	53	1	9	CARDINAL
aiti-14192	54	1	wang et al	PERSON
aiti-14192	55	1	10	CARDINAL
aiti-14192	55	2	china	GPE
aiti-14192	57	1	shetty	PERSON
aiti-14192	57	2	ismail	PERSON
aiti-14192	57	3	2	CARDINAL
aiti-14192	59	1	10	CARDINAL
aiti-14192	59	2	2	CARDINAL
aiti-14192	59	3	2025	DATE
aiti-14192	60	1	85	CARDINAL
aiti-14192	62	1	sharma et al	PERSON
aiti-14192	63	1	11	CARDINAL
aiti-14192	65	1	12	CARDINAL
aiti-14192	66	1	arima	ORG
aiti-14192	67	1	alshawarbeh et al	PERSON
aiti-14192	68	1	13	CARDINAL
aiti-14192	68	2	arima-ann	ORG
aiti-14192	68	3	arima	ORG
aiti-14192	68	4	ann	PERSON
aiti-14192	69	1	cac 40	FAC
aiti-14192	69	2	arima-ann	ORG
aiti-14192	69	3	ann models	ORG
aiti-14192	70	1	singh	GPE
aiti-14192	71	1	14	CARDINAL
aiti-14192	74	1	3	CARDINAL
aiti-14192	77	1	3.1	CARDINAL
aiti-14192	77	2	microsoft	ORG
aiti-14192	77	3	5th	ORDINAL
aiti-14192	77	4	intel	ORG
aiti-14192	77	5	8	CARDINAL
aiti-14192	77	6	256	CARDINAL
aiti-14192	78	1	10	CARDINAL
aiti-14192	79	1	4.4.1	CARDINAL
aiti-14192	79	2	2024.04.2+764	ORG
aiti-14192	83	1	stuttgart	GPE
aiti-14192	83	2	rssns	NORP
aiti-14192	83	3	ann	PERSON
aiti-14192	85	1	3.2	CARDINAL
aiti-14192	86	1	secondary	ORDINAL
aiti-14192	86	2	thailand	GPE
aiti-14192	86	3	eight	CARDINAL
aiti-14192	86	4	1	CARDINAL
aiti-14192	88	1	15	CARDINAL
aiti-14192	89	1	1	CARDINAL
aiti-14192	89	2	thailand	GPE
aiti-14192	89	3	88	CARDINAL
aiti-14192	89	4	10	CARDINAL
aiti-14192	89	5	2	CARDINAL
aiti-14192	89	6	2025	DATE
aiti-14192	90	1	85	CARDINAL
aiti-14192	90	2	1	CARDINAL
aiti-14192	90	3	thailand	GPE
aiti-14192	90	4	us	GPE
aiti-14192	92	1	16	CARDINAL
aiti-14192	93	1	four	CARDINAL
aiti-14192	94	1	first	ORDINAL
aiti-14192	94	2	2 january 2020	DATE
aiti-14192	95	1	second	ORDINAL
aiti-14192	95	2	2 november 2020	DATE
aiti-14192	95	3	1	CARDINAL
aiti-14192	96	1	third	ORDINAL
aiti-14192	96	2	1	CARDINAL
aiti-14192	96	3	fourth	ORDINAL
aiti-14192	96	4	16 june 2021 to	DATE
aiti-14192	98	1	1	CARDINAL
aiti-14192	98	2		GPE
aiti-14192	99	1	1	CARDINAL
aiti-14192	99	2	today	DATE
aiti-14192	99	3	yesterday	DATE
aiti-14192	101	1	phillips	ORG
aiti-14192	101	2	perron	ORG
aiti-14192	101	3	1988	DATE
aiti-14192	104	1	less than 0.05	CARDINAL
aiti-14192	104	2	17	CARDINAL
aiti-14192	105	1	3.3	CARDINAL
aiti-14192	106	1	two	CARDINAL
aiti-14192	106	2	18	CARDINAL
aiti-14192	111	1	2	CARDINAL
aiti-14192	111	2	1 1 1	DATE
aiti-14192	111	3	0,1	CARDINAL
aiti-14192	111	4	1	CARDINAL
aiti-14192	111	5	1	CARDINAL
aiti-14192	111	6	1	CARDINAL
aiti-14192	111	7	2	DATE
aiti-14192	111	8	1	CARDINAL
aiti-14192	126	1	y k n n	PERSON
aiti-14192	126	2	y k n n	PERSON
aiti-14192	129	1	3.4	CARDINAL
aiti-14192	129	2	non-linear	ORG
aiti-14192	129	3	non-linear	ORG
aiti-14192	130	1	19	CARDINAL
aiti-14192	132	1	10	CARDINAL
aiti-14192	132	2	2	CARDINAL
aiti-14192	132	3	2025	DATE
aiti-14192	132	4	85-101 89	PERCENT
aiti-14192	133	1	linear	ORG
aiti-14192	134	1	linear	ORG
aiti-14192	134	2	t tn y l (5	FAC
aiti-14192	136	1	1 2	CARDINAL
aiti-14192	136	2	ε−−	NORP
aiti-14192	136	3	tt tn	PERSON
aiti-14192	137	1	3.5	CARDINAL
aiti-14192	138	1	20	CARDINAL
aiti-14192	139	1	1 1	CARDINAL
aiti-14192	140	1	+ + + 	MONEY
aiti-14192	148	1	7	CARDINAL
aiti-14192	149	1	3.6	CARDINAL
aiti-14192	151	1	1	CARDINAL
aiti-14192	151	2	22	CARDINAL
aiti-14192	151	3	recent years	DATE
aiti-14192	154	1	90	CARDINAL
aiti-14192	154	2	10	CARDINAL
aiti-14192	154	3	2	CARDINAL
aiti-14192	154	4	2025	DATE
aiti-14192	154	5	85	CARDINAL
aiti-14192	158	1	ann	PERSON
aiti-14192	158	2	21	CARDINAL
aiti-14192	160	1	three	CARDINAL
aiti-14192	160	2	22	CARDINAL
aiti-14192	162	1	1	CARDINAL
aiti-14192	163	1	0	CARDINAL
aiti-14192	163	2	0 1 1 α	TIME
aiti-14192	165	1	h	GPE
aiti-14192	168	1	#	CARDINAL
aiti-14192	168	2	1	CARDINAL
aiti-14192	168	3	2	DATE
aiti-14192	168	4	#	MONEY
aiti-14192	169	1	1	CARDINAL
aiti-14192	169	2	2	DATE
aiti-14192	169	3	1	CARDINAL
aiti-14192	169	4	2	DATE
aiti-14192	169	5	j = 1	PERSON
aiti-14192	169	6	2	DATE
aiti-14192	170	1	1	CARDINAL
aiti-14192	170	2	2	DATE
aiti-14192	171	1	9	CARDINAL
aiti-14192	172	1	3.7	CARDINAL
aiti-14192	173	1	the elman recurrent neural network	ORG
aiti-14192	174	1	2	CARDINAL
aiti-14192	174	2	2	CARDINAL
aiti-14192	174	3	2	CARDINAL
aiti-14192	174	4	23	CARDINAL
aiti-14192	177	1	10	CARDINAL
aiti-14192	177	2	2	CARDINAL
aiti-14192	177	3	2025	DATE
aiti-14192	177	4	85	CARDINAL
aiti-14192	177	5	one	CARDINAL
aiti-14192	181	1	23	CARDINAL
aiti-14192	183	1	2	CARDINAL
aiti-14192	184	1	1 1 1α	CARDINAL
aiti-14192	187	1	k e k c k	PERSON
aiti-14192	187	2	10	CARDINAL
aiti-14192	187	3	1	CARDINAL
aiti-14192	187	4	1,2	CARDINAL
aiti-14192	187	5	1,2	CARDINAL
aiti-14192	188	1	⋯ ⋯jt	PERSON
aiti-14192	191	1	j u	PERSON
aiti-14192	191	2	11	CARDINAL
aiti-14192	191	3	1	CARDINAL
aiti-14192	191	4	2	DATE
aiti-14192	191	5	1	CARDINAL
aiti-14192	191	6	2	DATE
aiti-14192	191	7	1	CARDINAL
aiti-14192	191	8	2	DATE
aiti-14192	193	1	1 1 1α	CARDINAL
aiti-14192	195	1	h	GPE
aiti-14192	195	2	u jt	PERSON
aiti-14192	201	1	12	CARDINAL
aiti-14192	202	1	13	CARDINAL
aiti-14192	203	1	1	CARDINAL
aiti-14192	203	2		GPE
aiti-14192	204	1	j jt j	PERSON
aiti-14192	206	1	14	CARDINAL
aiti-14192	208	1	3.8	CARDINAL
aiti-14192	212	1	10	CARDINAL
aiti-14192	213	1	linear	ORG
aiti-14192	214	1	92	CARDINAL
aiti-14192	215	1	10	CARDINAL
aiti-14192	215	2	2	CARDINAL
aiti-14192	215	3	2025	DATE
aiti-14192	215	4	85	CARDINAL
aiti-14192	217	1	25	CARDINAL
aiti-14192	218	1	2	CARDINAL
aiti-14192	222	1	16	CARDINAL
aiti-14192	222	2	3.9	CARDINAL
aiti-14192	224	1	2	CARDINAL
aiti-14192	228	1	17	CARDINAL
aiti-14192	229	1	3	CARDINAL
aiti-14192	236	1	3	CARDINAL
aiti-14192	236	2	4	CARDINAL
aiti-14192	238	1	4.1	CARDINAL
aiti-14192	238	2	two	CARDINAL
aiti-14192	239	1	four	CARDINAL
aiti-14192	239	2	2	CARDINAL
aiti-14192	239	3	5	CARDINAL
aiti-14192	239	4	2	CARDINAL
aiti-14192	239	5	first	ORDINAL
aiti-14192	239	6	setf seti	ORG
aiti-14192	241	1	thb −0.2609	MONEY
aiti-14192	241	2	95%	PERCENT
aiti-14192	241	3	0.1803	CARDINAL
aiti-14192	241	4	10	CARDINAL
aiti-14192	241	5	2	CARDINAL
aiti-14192	241	6	2025	DATE
aiti-14192	241	7	85	CARDINAL
aiti-14192	241	8	101 93	CARDINAL
aiti-14192	241	9	3	CARDINAL
aiti-14192	241	10	second	ORDINAL
aiti-14192	241	11	seta setc setf seti	ORG
aiti-14192	241	12	0.0519 0.1187	CARDINAL
aiti-14192	241	13	0.0270 −0.0353	PERCENT
aiti-14192	241	14	0.1656 −0.3154	QUANTITY
aiti-14192	242	1	95%	PERCENT
aiti-14192	242	2	0.1825	CARDINAL
aiti-14192	242	3	4	CARDINAL
aiti-14192	242	4	third	ORDINAL
aiti-14192	242	5	setf seti	ORG
aiti-14192	242	6	0.1542	MONEY
aiti-14192	243	1	0.0357 0.0775 0.0112	MONEY
aiti-14192	243	2	−0.0275	PRODUCT
aiti-14192	243	3	95%	PERCENT
aiti-14192	243	4	0.2340	CARDINAL
aiti-14192	243	5	5	CARDINAL
aiti-14192	243	6	fourth	ORDINAL
aiti-14192	243	7	setf seti	ORG
aiti-14192	243	8	sett ggt −0.0243	PERSON
aiti-14192	243	9	0.0369	MONEY
aiti-14192	244	1	thb	ORG
aiti-14192	244	2	0.008	CARDINAL
aiti-14192	245	1	95%	PERCENT
aiti-14192	245	2	four	CARDINAL
aiti-14192	246	1	first	ORDINAL
aiti-14192	246	2	thb	CARDINAL
aiti-14192	247	1	second	ORDINAL
aiti-14192	247	2	thb	CARDINAL
aiti-14192	247	3	sett	GPE
aiti-14192	248	1	third	ORDINAL
aiti-14192	249	1	fourth	ORDINAL
aiti-14192	249	2	thb	CARDINAL
aiti-14192	250	1	4.2	CARDINAL
aiti-14192	253	1	first	ORDINAL
aiti-14192	253	2	6	CARDINAL
aiti-14192	253	3	first	ORDINAL
aiti-14192	254	1	7	CARDINAL
aiti-14192	254	2	aic	ORG
aiti-14192	255	1	8	CARDINAL
aiti-14192	257	1	4	CARDINAL
aiti-14192	259	1	6	CARDINAL
aiti-14192	259	2	first	ORDINAL
aiti-14192	259	3	seta setc setf seti	ORG
aiti-14192	259	4	0.8771	CARDINAL
aiti-14192	259	5	0.7522	CARDINAL
aiti-14192	260	1	1.3238	CARDINAL
aiti-14192	260	2	0.7791	CARDINAL
aiti-14192	260	3	1.4713	CARDINAL
aiti-14192	261	1	0.2865	CARDINAL
aiti-14192	261	2	0.9999	CARDINAL
aiti-14192	261	3	0.6983	CARDINAL
aiti-14192	261	4	0.9999	CARDINAL
aiti-14192	262	1	0.9999	CARDINAL
aiti-14192	262	2	0.3859	CARDINAL
aiti-14192	263	1	ma3 −0.4460	PERSON
aiti-14192	265	1	0.05 94	CARDINAL
aiti-14192	266	1	10	CARDINAL
aiti-14192	266	2	2	CARDINAL
aiti-14192	266	3	2025	DATE
aiti-14192	266	4	85	CARDINAL
aiti-14192	266	5	7	CARDINAL
aiti-14192	266	6	aic	ORG
aiti-14192	266	7	first	ORDINAL
aiti-14192	266	8	setf seti	ORG
aiti-14192	266	9	sett aic −590.294	PERSON
aiti-14192	266	10	−506.495	GPE
aiti-14192	266	11	8	CARDINAL
aiti-14192	266	12	first	ORDINAL
aiti-14192	266	13	setf seti	ORG
aiti-14192	266	14	1	CARDINAL
aiti-14192	266	15	23	CARDINAL
aiti-14192	266	16	17	CARDINAL
aiti-14192	266	17	4	CARDINAL
aiti-14192	266	18	6	CARDINAL
aiti-14192	266	19	1 1 1 1 1 1 1 1	QUANTITY
aiti-14192	266	20	59	CARDINAL
aiti-14192	266	21	93 59	CARDINAL
aiti-14192	266	22	1 1 2 1 4 5 2 2	QUANTITY
aiti-14192	266	23	46	CARDINAL
aiti-14192	267	1	4	CARDINAL
aiti-14192	267	2	first	ORDINAL
aiti-14192	267	3	4.2.2	CARDINAL
aiti-14192	267	4	first	ORDINAL
aiti-14192	267	5	thb	CARDINAL
aiti-14192	267	6	9	CARDINAL
aiti-14192	267	7	first	ORDINAL
aiti-14192	268	1	10	CARDINAL
aiti-14192	268	2	aic	PERSON
aiti-14192	269	1	11	CARDINAL
aiti-14192	271	1	5	CARDINAL
aiti-14192	275	1	10	CARDINAL
aiti-14192	275	2	2	CARDINAL
aiti-14192	275	3	2025	DATE
aiti-14192	275	4	85	CARDINAL
aiti-14192	275	5	9	CARDINAL
aiti-14192	275	6	first	ORDINAL
aiti-14192	275	7	thai	NORP
aiti-14192	275	8	seta setc setf seti	ORG
aiti-14192	275	9	sett ar1	FAC
aiti-14192	276	1	1.0241	CARDINAL
aiti-14192	276	2	0.6415	CARDINAL
aiti-14192	276	3	0.1651	CARDINAL
aiti-14192	276	4	0.8590	CARDINAL
aiti-14192	276	5	1.1882	CARDINAL
aiti-14192	276	6	1.6998	CARDINAL
aiti-14192	277	1	0.9999	CARDINAL
aiti-14192	277	2	0.9999	CARDINAL
aiti-14192	277	3	0.7553	CARDINAL
aiti-14192	277	4	0.9999	CARDINAL
aiti-14192	277	5	thb	CARDINAL
aiti-14192	277	6	95%	PERCENT
aiti-14192	277	7	10	CARDINAL
aiti-14192	277	8	aic	ORG
aiti-14192	277	9	thai	NORP
aiti-14192	277	10	first	ORDINAL
aiti-14192	277	11	setf seti	ORG
aiti-14192	277	12	sett aic −584.175 −770.001	ORG
aiti-14192	278	1	−588.622	GPE
aiti-14192	278	2	−628.809 ljung-	GPE
aiti-14192	278	3	0.874535	CARDINAL
aiti-14192	278	4	0.696605	MONEY
aiti-14192	278	5	11	CARDINAL
aiti-14192	278	6	thai	NORP
aiti-14192	278	7	first	ORDINAL
aiti-14192	278	8	setf seti	ORG
aiti-14192	278	9	1	CARDINAL
aiti-14192	278	10	8 16 7	DATE
aiti-14192	278	11	1	CARDINAL
aiti-14192	278	12	17	CARDINAL
aiti-14192	278	13	75 96	CARDINAL
aiti-14192	278	14	1 1 1 1 1 1 1	QUANTITY
aiti-14192	278	15	59	CARDINAL
aiti-14192	278	16	93 59	CARDINAL
aiti-14192	278	17	1	CARDINAL
aiti-14192	278	18	59	CARDINAL
aiti-14192	279	1	5	CARDINAL
aiti-14192	279	2	thai	NORP
aiti-14192	279	3	first	ORDINAL
aiti-14192	279	4	96	CARDINAL
aiti-14192	279	5	10	CARDINAL
aiti-14192	279	6	2	CARDINAL
aiti-14192	279	7	2025	DATE
aiti-14192	279	8	85	CARDINAL
aiti-14192	279	9	second	ORDINAL
aiti-14192	279	10	thb	CARDINAL
aiti-14192	279	11	12	CARDINAL
aiti-14192	279	12	sett	GPE
aiti-14192	279	13	second	ORDINAL
aiti-14192	280	1	13	CARDINAL
aiti-14192	280	2	aic	PERSON
aiti-14192	281	1	14	CARDINAL
aiti-14192	282	1	fig	ORG
aiti-14192	283	1	6	CARDINAL
aiti-14192	285	1	fig	ORG
aiti-14192	286	1	6	CARDINAL
aiti-14192	286	2	thai	NORP
aiti-14192	286	3	second	ORDINAL
aiti-14192	286	4	12	CARDINAL
aiti-14192	286	5	second	ORDINAL
aiti-14192	286	6	thai	NORP
aiti-14192	286	7	seta setf seti setp setr	ORG
aiti-14192	286	8	0.8856	CARDINAL
aiti-14192	286	9	1.4443	CARDINAL
aiti-14192	286	10	0.9999	MONEY
aiti-14192	286	11	0.9994	CARDINAL
aiti-14192	286	12	0.05	CARDINAL
aiti-14192	286	13	13	CARDINAL
aiti-14192	286	14	aic	ORG
aiti-14192	286	15	thai	NORP
aiti-14192	286	16	second	ORDINAL
aiti-14192	286	17	aic −728.935 −659.234 −671.951 −727.489	ORG
aiti-14192	287	1	0.9661	CARDINAL
aiti-14192	288	1	10	CARDINAL
aiti-14192	288	2	2	CARDINAL
aiti-14192	288	3	2025	DATE
aiti-14192	288	4	85	CARDINAL
aiti-14192	288	5	101 97	CARDINAL
aiti-14192	288	6	14	CARDINAL
aiti-14192	288	7	thai	NORP
aiti-14192	288	8	second	ORDINAL
aiti-14192	288	9	1	CARDINAL
aiti-14192	288	10	26	CARDINAL
aiti-14192	288	11	80 30	DATE
aiti-14192	288	12	47 21	DATE
aiti-14192	288	13	5	CARDINAL
aiti-14192	288	14	52	CARDINAL
aiti-14192	288	15	11	CARDINAL
aiti-14192	288	16	75	CARDINAL
aiti-14192	288	17	1 1 1 1 1 1	QUANTITY
aiti-14192	288	18	40	CARDINAL
aiti-14192	288	19	46 40	CARDINAL
aiti-14192	288	20	2	CARDINAL
aiti-14192	288	21	46 85	DATE
aiti-14192	288	22	third	ORDINAL
aiti-14192	288	23	15	CARDINAL
aiti-14192	288	24	third	ORDINAL
aiti-14192	289	1	16	CARDINAL
aiti-14192	289	2	aic	PERSON
aiti-14192	290	1	17	CARDINAL
aiti-14192	292	1	7	CARDINAL
aiti-14192	294	1	fig	ORG
aiti-14192	295	1	7	CARDINAL
aiti-14192	295	2	third	ORDINAL
aiti-14192	295	3	15	CARDINAL
aiti-14192	295	4	third	ORDINAL
aiti-14192	295	5	0.99661	CARDINAL
aiti-14192	296	1	0.05	CARDINAL
aiti-14192	296	2	16	CARDINAL
aiti-14192	296	3	aic	ORG
aiti-14192	296	4	third	ORDINAL
aiti-14192	296	5	aic −431.606	ORG
aiti-14192	297	1	−493.575	DATE
aiti-14192	297	2	0.775444 0.857292	CARDINAL
aiti-14192	297	3	17	CARDINAL
aiti-14192	297	4	third	ORDINAL
aiti-14192	297	5	1 1	CARDINAL
aiti-14192	297	6	62 30	DATE
aiti-14192	297	7	2 2	CARDINAL
aiti-14192	297	8	32	CARDINAL
aiti-14192	297	9	98	CARDINAL
aiti-14192	298	1	10	CARDINAL
aiti-14192	298	2	2	CARDINAL
aiti-14192	298	3	2025	DATE
aiti-14192	298	4	85	CARDINAL
aiti-14192	298	5	17	CARDINAL
aiti-14192	298	6	third	ORDINAL
aiti-14192	298	7	1 2	CARDINAL
aiti-14192	298	8	57 46	DATE
aiti-14192	298	9	1 1	CARDINAL
aiti-14192	298	10	57 72	DATE
aiti-14192	298	11	4.2.5	CARDINAL
aiti-14192	298	12	fourth	ORDINAL
aiti-14192	298	13	thb	CARDINAL
aiti-14192	298	14	18	CARDINAL
aiti-14192	298	15	fourth	ORDINAL
aiti-14192	299	1	19	CARDINAL
aiti-14192	299	2	aic	PERSON
aiti-14192	300	1	20	CARDINAL
aiti-14192	303	1	8	CARDINAL
aiti-14192	305	1	fig	ORG
aiti-14192	306	1	8	CARDINAL
aiti-14192	306	2	thai	NORP
aiti-14192	306	3	fourth	ORDINAL
aiti-14192	306	4	18	CARDINAL
aiti-14192	306	5	fourth	ORDINAL
aiti-14192	306	6	thai	NORP
aiti-14192	306	7	ar1 0.5920	PERSON
aiti-14192	306	8	ar2	PRODUCT
aiti-14192	307	1	0.7828	CARDINAL
aiti-14192	307	2	0.4225 thb −0.7917	QUANTITY
aiti-14192	307	3	−0.4754	GPE
aiti-14192	307	4	0.05	CARDINAL
aiti-14192	308	1	10	CARDINAL
aiti-14192	308	2	2	CARDINAL
aiti-14192	308	3	2025	DATE
aiti-14192	308	4	85	CARDINAL
aiti-14192	308	5	19	CARDINAL
aiti-14192	308	6	aic	ORG
aiti-14192	308	7	thai	NORP
aiti-14192	308	8	fourth	ORDINAL
aiti-14192	308	9	aic −1016.12650	GPE
aiti-14192	308	10	−1121.17	ORG
aiti-14192	309	1	0.638347241 0.379886 0.5806	MONEY
aiti-14192	309	2	20	CARDINAL
aiti-14192	309	3	thai	NORP
aiti-14192	309	4	fourth	ORDINAL
aiti-14192	309	5	1 1 1 1	QUANTITY
aiti-14192	309	6	7 30	DATE
aiti-14192	309	7	5	CARDINAL
aiti-14192	309	8	19	CARDINAL
aiti-14192	309	9	1 1 1 1	QUANTITY
aiti-14192	309	10	80	CARDINAL
aiti-14192	309	11	1 1 1 1	QUANTITY
aiti-14192	309	12	46	CARDINAL
aiti-14192	311	1	linear	ORG
aiti-14192	311	2	linear	ORG
aiti-14192	313	1	eight	CARDINAL
aiti-14192	313	2	covid-19	PERSON
aiti-14192	317	1	1	CARDINAL
aiti-14192	317	2	k. a. ababio	PERSON
aiti-14192	317	3	arima	ORG
aiti-14192	317	4	arimax models	PERSON
aiti-14192	317	5	ph.d	NORP
aiti-14192	318	1	kwame nkrumah university of science and technology	ORG
aiti-14192	318	2	kumasi	GPE
aiti-14192	318	3	2012	DATE
aiti-14192	319	1	2	CARDINAL
aiti-14192	319	2	d. k. shetty	PERSON
aiti-14192	319	3	b. ismail	PERSON
aiti-14192	319	4	52	DATE
aiti-14192	319	5	3	CARDINAL
aiti-14192	320	1	1026	CARDINAL
aiti-14192	320	2	2023	CARDINAL
aiti-14192	321	1	3	CARDINAL
aiti-14192	321	2	s. massucco	PERSON
aiti-14192	321	3	g. mosaico	PERSON
aiti-14192	321	4	m. saviozzi	PERSON
aiti-14192	321	5	p. serra	PERSON
aiti-14192	321	6	f. silvestro	PERSON
aiti-14192	321	7	100	CARDINAL
aiti-14192	321	8	105019	DATE
aiti-14192	321	9	2024	DATE
aiti-14192	322	1	4	CARDINAL
aiti-14192	322	2	a. a. pierre	PERSON
aiti-14192	322	3	s. a. akim	PERSON
aiti-14192	322	4	a. k. semenyo	PERSON
aiti-14192	322	5	b. babiga	PERSON
aiti-14192	322	6	arima	ORG
aiti-14192	322	7	arima-lstm	ORG
aiti-14192	322	8	arima-gru	ORG
aiti-14192	322	9	16	CARDINAL
aiti-14192	322	10	12	CARDINAL
aiti-14192	322	11	4739	DATE
aiti-14192	322	12	2023	CARDINAL
aiti-14192	323	1	5	CARDINAL
aiti-14192	323	2	d. xu	PERSON
aiti-14192	323	3	q. zhang	PERSON
aiti-14192	323	4	d. zhang	PERSON
aiti-14192	323	5	29	CARDINAL
aiti-14192	323	6	3	CARDINAL
aiti-14192	323	7	4128-4144	DATE
aiti-14192	323	8	2022	CARDINAL
aiti-14192	324	1	6	CARDINAL
aiti-14192	324	2	a. s. azad	PERSON
aiti-14192	324	3	r. sokkalingam	PERSON
aiti-14192	324	4	h. daud	PERSON
aiti-14192	324	5	s. k. adhikary	PERSON
aiti-14192	324	6	h. khurshid	PERSON
aiti-14192	324	7	s. n. a. mazlan	PERSON
aiti-14192	324	8	ann models	ORG
aiti-14192	325	1	14	DATE
aiti-14192	325	2	3	CARDINAL
aiti-14192	325	3	article no.	LAW
aiti-14192	326	1	1843	DATE
aiti-14192	326	2	2022	CARDINAL
aiti-14192	327	1	100	CARDINAL
aiti-14192	327	2	10	CARDINAL
aiti-14192	327	3	2	CARDINAL
aiti-14192	327	4	2025	DATE
aiti-14192	327	5	85	CARDINAL
aiti-14192	327	6	7	CARDINAL
aiti-14192	327	7	k. nualtong	PERSON
aiti-14192	327	8	t. panityakul	ORG
aiti-14192	327	9	khwanmuang	ORG
aiti-14192	327	10	r. chinram	PERSON
aiti-14192	327	11	s. kirtsaeng	PERSON
aiti-14192	327	12	seasonal	DATE
aiti-14192	327	13	jenkins-ann	PERSON
aiti-14192	327	14	thailand	GPE
aiti-14192	327	15	9	CARDINAL
aiti-14192	327	16	3	CARDINAL
aiti-14192	328	1	93-106	CARDINAL
aiti-14192	328	2	2021	CARDINAL
aiti-14192	329	1	8	CARDINAL
aiti-14192	329	2	s. a. shahriar	PERSON
aiti-14192	329	3	i. kayes	PERSON
aiti-14192	329	4	k. hasan	PERSON
aiti-14192	329	5	m. hasan	PERSON
aiti-14192	329	6	r. islam	PERSON
aiti-14192	329	7	n. r. awang	PERSON
aiti-14192	329	8	arima-ann	ORG
aiti-14192	329	9	arimasvm	PERSON
aiti-14192	329	10	bangladesh	GPE
aiti-14192	329	11	12	CARDINAL
aiti-14192	329	12	1	CARDINAL
aiti-14192	329	13	100	CARDINAL
aiti-14192	329	14	2021	CARDINAL
aiti-14192	330	1	9	CARDINAL
aiti-14192	330	2	h. sun	PERSON
aiti-14192	330	3	j. yao	PERSON
aiti-14192	330	4	k. zhang	PERSON
aiti-14192	330	5	x. yan	PERSON
aiti-14192	330	6	z. sun	PERSON
aiti-14192	330	7	arima-lstm	ORG
aiti-14192	330	8	220	CARDINAL
aiti-14192	331	1	119708	DATE
aiti-14192	331	2	2021	DATE
aiti-14192	332	1	10	CARDINAL
aiti-14192	332	2	m. wang	PERSON
aiti-14192	332	3	j. pan	PERSON
aiti-14192	332	4	x. li	PERSON
aiti-14192	332	5	m. li	PERSON
aiti-14192	332	6	z. liu	PERSON
aiti-14192	332	7	q. zhao	PERSON
aiti-14192	332	8	arima	ORG
aiti-14192	332	9	china	GPE
aiti-14192	332	10	2004	DATE
aiti-14192	332	11	2021	CARDINAL
aiti-14192	333	1	22	CARDINAL
aiti-14192	333	2	1	CARDINAL
aiti-14192	333	3	1447	CARDINAL
aiti-14192	333	4	2022	CARDINAL
aiti-14192	334	1	11	CARDINAL
aiti-14192	334	2	a. sharma	PERSON
aiti-14192	334	3	p. tiwari	PERSON
aiti-14192	334	4	a. gupta	PERSON
aiti-14192	334	5	2020	DATE
aiti-14192	335	1	377-394	CARDINAL
aiti-14192	335	2	2021	DATE
aiti-14192	336	1	12	CARDINAL
aiti-14192	336	2	q. wu	PERSON
aiti-14192	336	3	j. xu	PERSON
aiti-14192	336	4	24	CARDINAL
aiti-14192	336	5	2	CARDINAL
aiti-14192	336	6	146	CARDINAL
aiti-14192	336	7	2022	CARDINAL
aiti-14192	337	1	13	CARDINAL
aiti-14192	337	2	a. t. abdulrahman	PERSON
aiti-14192	337	3	e. hussam	PERSON
aiti-14192	337	4	arima-ann	ORG
aiti-14192	337	5	11	CARDINAL
aiti-14192	337	6	22	CARDINAL
aiti-14192	337	7	2023	CARDINAL
aiti-14192	338	1	14	CARDINAL
aiti-14192	338	2	s. k. henge	PERSON
aiti-14192	338	3	s. k. mandal	PERSON
aiti-14192	338	4	m. k. yadav	PERSON
aiti-14192	338	5	t. yadav	ORG
aiti-14192	338	6	a. upadhyay	PERSON
aiti-14192	338	7	14	DATE
aiti-14192	338	8	6	CARDINAL
aiti-14192	339	1	446-455	CARDINAL
aiti-14192	339	2	2023	CARDINAL
aiti-14192	340	1	15	CARDINAL
aiti-14192	340	2	https://www.set.or.th/en/market/index/set/industry-sector-profile	PERSON
aiti-14192	340	3	2021	CARDINAL
aiti-14192	341	1	16	CARDINAL
aiti-14192	341	2	c. khiewngamdee	PERSON
aiti-14192	341	3	a. liammukda	PERSON
aiti-14192	341	4	covid-19	ORG
aiti-14192	341	5	thailand	GPE
aiti-14192	341	6	dcc	ORG
aiti-14192	341	7	international energy journal	ORG
aiti-14192	341	8	20	CARDINAL
aiti-14192	341	9	4	CARDINAL
aiti-14192	342	1	647-662	CARDINAL
aiti-14192	342	2	2020	DATE
aiti-14192	343	1	17	CARDINAL
aiti-14192	343	2	p. c. b. phillips	PERSON
aiti-14192	343	3	p. perron	PERSON
aiti-14192	344	1	75	CARDINAL
aiti-14192	344	2	2	CARDINAL
aiti-14192	345	1	335346, 1988	DATE
aiti-14192	346	1	18	CARDINAL
aiti-14192	346	2	d. f. chang	PERSON
aiti-14192	346	3	c. c. chen	PERSON
aiti-14192	346	4	a. chang	PERSON
aiti-14192	346	5	icic	PERSON
aiti-14192	348	1	11	CARDINAL
aiti-14192	348	2	2	CARDINAL
aiti-14192	349	1	121	CARDINAL
aiti-14192	349	2	2020	DATE
aiti-14192	350	1	19	CARDINAL
aiti-14192	350	2	c. h. aladag	PERSON
aiti-14192	350	3	e. egrioglu	PERSON
aiti-14192	350	4	c. kadilar	PERSON
aiti-14192	350	5	22	CARDINAL
aiti-14192	350	6	9	CARDINAL
aiti-14192	350	7	1467-1470	CARDINAL
aiti-14192	350	8	2009	DATE
aiti-14192	351	1	20	CARDINAL
aiti-14192	351	2	j. d. cryer	PERSON
aiti-14192	351	3	k. s. chan	PERSON
aiti-14192	351	4	new york	GPE
aiti-14192	352	1	21	CARDINAL
aiti-14192	352	2	j. w. kolar	PERSON
aiti-14192	352	3	1	CARDINAL
aiti-14192	352	4	284	CARDINAL
aiti-14192	352	5	2020	DATE
aiti-14192	353	1	22	CARDINAL
aiti-14192	353	2	s. stephen	PERSON
aiti-14192	353	3	o. argwings	PERSON
aiti-14192	353	4	k. julius	PERSON
aiti-14192	353	5	arima	ORG
aiti-14192	353	6	arima	ORG
aiti-14192	353	7	homa bay	LOC
aiti-14192	353	8	kenya	GPE
aiti-14192	354	1	23	CARDINAL
aiti-14192	354	2	j. wang	PERSON
aiti-14192	354	3	j. wang	PERSON
aiti-14192	354	4	w. fang	PERSON
aiti-14192	354	5	h. niu	PERSON
aiti-14192	354	6	2016	DATE
aiti-14192	354	7	1	CARDINAL
aiti-14192	354	8	article no. 4742515	LAW
aiti-14192	354	9	2016	DATE
aiti-14192	355	1	24	CARDINAL
aiti-14192	355	2	d. zhang	PERSON
aiti-14192	355	3	w. li	PERSON
aiti-14192	355	4	x. han	PERSON
aiti-14192	355	5	b. lu	PERSON
aiti-14192	355	6	q. zhang	PERSON
aiti-14192	355	7	59	DATE
aiti-14192	355	8	article no. 106571	LAW
aiti-14192	355	9	2023	CARDINAL
aiti-14192	356	1	25	CARDINAL
aiti-14192	356	2	k. sako	PERSON
aiti-14192	356	3	b. n. mpinda	PERSON
aiti-14192	356	4	p. c. rodrigues	PERSON
aiti-14192	356	5	24	CARDINAL
aiti-14192	356	6	5	CARDINAL
aiti-14192	356	7	657	CARDINAL
aiti-14192	356	8	2022	CARDINAL
aiti-14192	358	1	taeti	GPE
aiti-14192	358	2	taiwan	GPE
aiti-14192	359	1	https://creativecommons.org/licenses/by-nc/4.0/	ORG
aiti-14192	360	1	ann artificial neural	ORG
aiti-14192	361	1	10	CARDINAL
aiti-14192	361	2	2	CARDINAL
aiti-14192	361	3	2025	DATE
aiti-14192	361	4	85	CARDINAL
aiti-14192	361	5	thailand seta stock exchange of	ORG
aiti-14192	361	6	thailand	GPE
aiti-14192	361	7	thailand	GPE
aiti-14192	361	8	thailand	GPE
aiti-14192	361	9	thailand	GPE
aiti-14192	361	10	thailand	GPE
aiti-14192	361	11	thailand	GPE
aiti-14192	361	12	thailand	GPE
aiti-14192	361	13	thailand	GPE
aiti-14192	361	14	thb thai baht	MONEY
aiti-14192	361	15	phillips-perron ccf cross-correlation	ORG
aiti-14192	361	16	aic	ORG