id	sid	tid	token	lemma	pos
iajs-1952	1	1	conseguences	conseguence	NOUN
iajs-1952	1	2	of	of	ADP
iajs-1952	1	3	soil	soil	NOUN
iajs-1952	1	4	crude	crude	ADJ
iajs-1952	1	5	oil	oil	NOUN
iajs-1952	1	6	pollution	pollution	NOUN
iajs-1952	1	7	on	on	ADP
iajs-1952	1	8	some	some	DET
iajs-1952	1	9	wood	wood	NOUN
iajs-1952	1	10	properties	property	NOUN
iajs-1952	1	11	of	of	ADP
iajs-1952	1	12	olive	olive	NOUN
iajs-1952	1	13	trees	tree	NOUN
iajs-1952	1	14	https://doi.org/10.30526/31.2.1952	https://doi.org/10.30526/31.2.1952	PUNCT
iajs-1952	1	15	computer	computer	NOUN
iajs-1952	1	16	|	|	ADV
iajs-1952	1	17	230	230	NUM
iajs-1952	1	18	2018	2018	NUM
iajs-1952	1	19	(	(	PUNCT
iajs-1952	1	20	عام	عام	ADP
iajs-1952	1	21	2	2	NUM
iajs-1952	1	22	(	(	PUNCT
iajs-1952	1	23	العدد	العدد	PROPN
iajs-1952	1	24	)	)	PUNCT
iajs-1952	1	25	31مجلة	31مجلة	NUM
iajs-1952	1	26	إبن	إبن	VERB
iajs-1952	1	27	الهيثم	الهيثم	ADJ
iajs-1952	1	28	للعلوم	للعلوم	NOUN
iajs-1952	1	29	الصرفة	الصرفة	NOUN
iajs-1952	2	1	و	و	PRON
iajs-1952	2	2	التطبيقية	التطبيقية	ADV
iajs-1952	2	3	المجلد	المجلد	ADV
iajs-1952	2	4	)	)	PUNCT
iajs-1952	3	1	ibn	ibn	PROPN
iajs-1952	3	2	al	al	PROPN
iajs-1952	3	3	-	-	PUNCT
iajs-1952	3	4	haitham	haitham	PROPN
iajs-1952	3	5	j.	j.	PROPN
iajs-1952	3	6	for	for	ADP
iajs-1952	3	7	pure	pure	PROPN
iajs-1952	3	8	&	&	CCONJ
iajs-1952	3	9	appl	appl	PROPN
iajs-1952	3	10	.	.	PUNCT
iajs-1952	4	1	sci	sci	PROPN
iajs-1952	4	2	.	.	PUNCT
iajs-1952	5	1	vol.31	vol.31	PROPN
iajs-1952	5	2	(	(	PUNCT
iajs-1952	5	3	2	2	NUM
iajs-1952	5	4	)	)	SYM
iajs-1952	5	5	2018	2018	NUM
iajs-1952	5	6	recognition	recognition	NOUN
iajs-1952	5	7	of	of	ADP
iajs-1952	5	8	off	off	ADP
iajs-1952	5	9	-	-	PUNCT
iajs-1952	5	10	line	line	NOUN
iajs-1952	5	11	printed	print	VERB
iajs-1952	5	12	arabic	arabic	ADJ
iajs-1952	5	13	text	text	NOUN
iajs-1952	5	14	using	use	VERB
iajs-1952	5	15	hidden	hide	VERB
iajs-1952	5	16	markov	markov	NOUN
iajs-1952	5	17	models	model	NOUN
iajs-1952	5	18	atheel	atheel	PROPN
iajs-1952	5	19	sabih	sabih	PROPN
iajs-1952	5	20	shaker	shaker	NOUN
iajs-1952	5	21	dept	dept	NOUN
iajs-1952	5	22	.	.	PUNCT
iajs-1952	5	23	of	of	ADP
iajs-1952	5	24	computer	computer	NOUN
iajs-1952	5	25	science	science	NOUN
iajs-1952	5	26	/	/	SYM
iajs-1952	5	27	college	college	NOUN
iajs-1952	5	28	of	of	ADP
iajs-1952	5	29	economic	economic	PROPN
iajs-1952	5	30	sciences/	sciences/	PROPN
iajs-1952	5	31	university	university	PROPN
iajs-1952	5	32	of	of	ADP
iajs-1952	5	33	baghdad	baghdad	PROPN
iajs-1952	6	1	atheel.sabih@baghdadcollege.edu.iq	atheel.sabih@baghdadcollege.edu.iq	PROPN
iajs-1952	6	2	received	receive	VERB
iajs-1952	6	3	in:2	in:2	PROPN
iajs-1952	6	4	/	/	SYM
iajs-1952	6	5	january/2018	january/2018	NOUN
iajs-1952	6	6	,	,	PUNCT
iajs-1952	6	7	accepted	accept	VERB
iajs-1952	6	8	in:24	in:24	NOUN
iajs-1952	6	9	/	/	SYM
iajs-1952	6	10	january/2018	january/2018	NOUN
iajs-1952	6	11	abstract	abstract	ADJ
iajs-1952	6	12	in	in	ADP
iajs-1952	6	13	this	this	DET
iajs-1952	6	14	paper	paper	NOUN
iajs-1952	6	15	,	,	PUNCT
iajs-1952	6	16	we	we	PRON
iajs-1952	6	17	introduce	introduce	VERB
iajs-1952	6	18	a	a	DET
iajs-1952	6	19	method	method	NOUN
iajs-1952	6	20	to	to	PART
iajs-1952	6	21	identify	identify	VERB
iajs-1952	6	22	the	the	DET
iajs-1952	6	23	text	text	NOUN
iajs-1952	6	24	printed	print	VERB
iajs-1952	6	25	in	in	ADP
iajs-1952	6	26	arabic	arabic	ADJ
iajs-1952	6	27	,	,	PUNCT
iajs-1952	6	28	since	since	SCONJ
iajs-1952	6	29	the	the	DET
iajs-1952	6	30	recognition	recognition	NOUN
iajs-1952	6	31	of	of	ADP
iajs-1952	6	32	the	the	DET
iajs-1952	6	33	printed	print	VERB
iajs-1952	6	34	text	text	NOUN
iajs-1952	6	35	is	be	AUX
iajs-1952	6	36	very	very	ADV
iajs-1952	6	37	important	important	ADJ
iajs-1952	6	38	in	in	ADP
iajs-1952	6	39	the	the	DET
iajs-1952	6	40	applications	application	NOUN
iajs-1952	6	41	of	of	ADP
iajs-1952	6	42	information	information	NOUN
iajs-1952	6	43	technology	technology	NOUN
iajs-1952	6	44	,	,	PUNCT
iajs-1952	6	45	the	the	DET
iajs-1952	6	46	arabic	arabic	ADJ
iajs-1952	6	47	language	language	NOUN
iajs-1952	6	48	is	be	AUX
iajs-1952	6	49	among	among	ADP
iajs-1952	6	50	a	a	DET
iajs-1952	6	51	group	group	NOUN
iajs-1952	6	52	of	of	ADP
iajs-1952	6	53	languages	language	NOUN
iajs-1952	6	54	with	with	ADP
iajs-1952	6	55	related	related	ADJ
iajs-1952	6	56	characters	character	NOUN
iajs-1952	6	57	such	such	ADJ
iajs-1952	6	58	as	as	ADP
iajs-1952	6	59	the	the	DET
iajs-1952	6	60	language	language	NOUN
iajs-1952	6	61	of	of	ADP
iajs-1952	6	62	urdu	urdu	PROPN
iajs-1952	6	63	,	,	PUNCT
iajs-1952	6	64	kurdish	kurdish	ADJ
iajs-1952	6	65	language	language	NOUN
iajs-1952	6	66	,	,	PUNCT
iajs-1952	6	67	persian	persian	ADJ
iajs-1952	6	68	language	language	NOUN
iajs-1952	6	69	also	also	ADV
iajs-1952	6	70	the	the	DET
iajs-1952	6	71	old	old	ADJ
iajs-1952	6	72	turkish	turkish	ADJ
iajs-1952	6	73	language	language	NOUN
iajs-1952	6	74	"	"	PUNCT
iajs-1952	6	75	ottoman	ottoman	NOUN
iajs-1952	6	76	"	"	PUNCT
iajs-1952	6	77	,	,	PUNCT
iajs-1952	6	78	it	it	PRON
iajs-1952	6	79	is	be	AUX
iajs-1952	6	80	difficult	difficult	ADJ
iajs-1952	6	81	to	to	PART
iajs-1952	6	82	identify	identify	VERB
iajs-1952	6	83	the	the	DET
iajs-1952	6	84	related	related	ADJ
iajs-1952	6	85	letter	letter	NOUN
iajs-1952	6	86	because	because	SCONJ
iajs-1952	6	87	it	it	PRON
iajs-1952	6	88	is	be	AUX
iajs-1952	6	89	in	in	ADP
iajs-1952	6	90	several	several	ADJ
iajs-1952	6	91	cases	case	NOUN
iajs-1952	6	92	,	,	PUNCT
iajs-1952	6	93	such	such	ADJ
iajs-1952	6	94	as	as	ADP
iajs-1952	6	95	the	the	DET
iajs-1952	6	96	beginning	beginning	NOUN
iajs-1952	6	97	of	of	ADP
iajs-1952	6	98	the	the	DET
iajs-1952	6	99	word	word	NOUN
iajs-1952	6	100	has	have	VERB
iajs-1952	6	101	a	a	DET
iajs-1952	6	102	shape	shape	NOUN
iajs-1952	6	103	and	and	CCONJ
iajs-1952	6	104	center	center	NOUN
iajs-1952	6	105	of	of	ADP
iajs-1952	6	106	the	the	DET
iajs-1952	6	107	word	word	NOUN
iajs-1952	6	108	has	have	VERB
iajs-1952	6	109	a	a	DET
iajs-1952	6	110	shape	shape	NOUN
iajs-1952	6	111	and	and	CCONJ
iajs-1952	6	112	the	the	DET
iajs-1952	6	113	last	last	ADJ
iajs-1952	6	114	word	word	NOUN
iajs-1952	6	115	also	also	ADV
iajs-1952	6	116	has	have	VERB
iajs-1952	6	117	a	a	DET
iajs-1952	6	118	form	form	NOUN
iajs-1952	6	119	,	,	PUNCT
iajs-1952	6	120	either	either	CCONJ
iajs-1952	6	121	texts	text	NOUN
iajs-1952	6	122	in	in	ADP
iajs-1952	6	123	languages	language	NOUN
iajs-1952	6	124	where	where	SCONJ
iajs-1952	6	125	the	the	DET
iajs-1952	6	126	characters	character	NOUN
iajs-1952	6	127	are	be	AUX
iajs-1952	6	128	not	not	PART
iajs-1952	6	129	connected	connect	VERB
iajs-1952	6	130	,	,	PUNCT
iajs-1952	6	131	then	then	ADV
iajs-1952	6	132	the	the	DET
iajs-1952	6	133	image	image	NOUN
iajs-1952	6	134	of	of	ADP
iajs-1952	6	135	the	the	DET
iajs-1952	6	136	letter	letter	NOUN
iajs-1952	6	137	one	one	NUM
iajs-1952	6	138	in	in	ADP
iajs-1952	6	139	any	any	DET
iajs-1952	6	140	location	location	NOUN
iajs-1952	6	141	in	in	ADP
iajs-1952	6	142	the	the	DET
iajs-1952	6	143	word	word	NOUN
iajs-1952	6	144	has	have	AUX
iajs-1952	6	145	been	be	AUX
iajs-1952	6	146	adoption	adoption	NOUN
iajs-1952	6	147	of	of	ADP
iajs-1952	6	148	programs	program	NOUN
iajs-1952	6	149	ready	ready	ADJ
iajs-1952	6	150	for	for	ADP
iajs-1952	6	151	him	he	PRON
iajs-1952	6	152	a	a	DET
iajs-1952	6	153	long	long	ADJ
iajs-1952	6	154	time	time	NOUN
iajs-1952	6	155	.	.	PUNCT
iajs-1952	7	1	in	in	ADP
iajs-1952	7	2	this	this	DET
iajs-1952	7	3	paper	paper	NOUN
iajs-1952	7	4	we	we	PRON
iajs-1952	7	5	present	present	VERB
iajs-1952	7	6	an	an	DET
iajs-1952	7	7	off	off	ADP
iajs-1952	7	8	-	-	PUNCT
iajs-1952	7	9	line	line	NOUN
iajs-1952	7	10	system	system	NOUN
iajs-1952	7	11	to	to	PART
iajs-1952	7	12	recognize	recognize	VERB
iajs-1952	7	13	printed	print	VERB
iajs-1952	7	14	arabic	arabic	ADJ
iajs-1952	7	15	text	text	NOUN
iajs-1952	7	16	by	by	ADP
iajs-1952	7	17	using	use	VERB
iajs-1952	7	18	hidden	hidden	ADJ
iajs-1952	7	19	markov	markov	NOUN
iajs-1952	7	20	model	model	NOUN
iajs-1952	7	21	with	with	ADP
iajs-1952	7	22	the	the	DET
iajs-1952	7	23	aid	aid	NOUN
iajs-1952	7	24	of	of	ADP
iajs-1952	7	25	algorithm	algorithm	NOUN
iajs-1952	7	26	that	that	PRON
iajs-1952	7	27	segment	segment	VERB
iajs-1952	7	28	the	the	DET
iajs-1952	7	29	text	text	NOUN
iajs-1952	7	30	line	line	NOUN
iajs-1952	7	31	into	into	ADP
iajs-1952	7	32	sections	section	NOUN
iajs-1952	7	33	and	and	CCONJ
iajs-1952	7	34	then	then	ADV
iajs-1952	7	35	into	into	ADP
iajs-1952	7	36	characters	character	NOUN
iajs-1952	7	37	.	.	PUNCT
iajs-1952	8	1	keywords	keyword	NOUN
iajs-1952	8	2	:	:	PUNCT
iajs-1952	8	3	automatic	automatic	ADJ
iajs-1952	8	4	identification	identification	NOUN
iajs-1952	8	5	,	,	PUNCT
iajs-1952	8	6	hidden	hide	VERB
iajs-1952	8	7	markov	markov	NOUN
iajs-1952	8	8	series	series	NOUN
iajs-1952	8	9	,	,	PUNCT
iajs-1952	8	10	printed	print	VERB
iajs-1952	8	11	text	text	NOUN
iajs-1952	8	12	,	,	PUNCT
iajs-1952	8	13	automatic	automatic	ADJ
iajs-1952	8	14	recognition	recognition	NOUN
iajs-1952	8	15	of	of	ADP
iajs-1952	8	16	printed	print	VERB
iajs-1952	8	17	text	text	NOUN
iajs-1952	8	18	,	,	PUNCT
iajs-1952	8	19	markov	markov	PROPN
iajs-1952	8	20	series	series	NOUN
iajs-1952	8	21	automatic	automatic	ADJ
iajs-1952	8	22	recognition	recognition	NOUN
iajs-1952	8	23	.	.	PUNCT
iajs-1952	9	1	https://doi.org/10.30526/31.2.1952	https://doi.org/10.30526/31.2.1952	X
iajs-1952	9	2	mailto:atheel.sabih@baghdadcollege.edu.iq	mailto:atheel.sabih@baghdadcollege.edu.iq	ADJ
iajs-1952	9	3	https://doi.org/10.30526/31.2.1952	https://doi.org/10.30526/31.2.1952	NOUN
iajs-1952	9	4	computer	computer	NOUN
iajs-1952	9	5	|	|	ADV
iajs-1952	9	6	231	231	NUM
iajs-1952	9	7	2018	2018	NUM
iajs-1952	9	8	(	(	PUNCT
iajs-1952	9	9	عام	عام	ADP
iajs-1952	9	10	2	2	NUM
iajs-1952	9	11	(	(	PUNCT
iajs-1952	9	12	العدد	العدد	PROPN
iajs-1952	9	13	)	)	PUNCT
iajs-1952	9	14	31لمجلد	31لمجلد	NUM
iajs-1952	9	15	)	)	PUNCT
iajs-1952	10	1	ا	ا	X
iajs-1952	11	1	مجلة	مجلة	NOUN
iajs-1952	11	2	إبن	إبن	VERB
iajs-1952	11	3	الهيثم	الهيثم	ADJ
iajs-1952	11	4	للعلوم	للعلوم	NOUN
iajs-1952	11	5	الصرفة	الصرفة	NOUN
iajs-1952	12	1	و	و	PRON
iajs-1952	12	2	التطبيقية	التطبيقية	ADJ
iajs-1952	12	3	ibn	ibn	PROPN
iajs-1952	12	4	al	al	PROPN
iajs-1952	12	5	-	-	PUNCT
iajs-1952	12	6	haitham	haitham	PROPN
iajs-1952	12	7	j.	j.	PROPN
iajs-1952	12	8	for	for	ADP
iajs-1952	12	9	pure	pure	PROPN
iajs-1952	12	10	&	&	CCONJ
iajs-1952	12	11	appl	appl	PROPN
iajs-1952	12	12	.	.	PUNCT
iajs-1952	13	1	sci	sci	PROPN
iajs-1952	13	2	.	.	PUNCT
iajs-1952	14	1	vol.31	vol.31	PROPN
iajs-1952	14	2	(	(	PUNCT
iajs-1952	14	3	2	2	NUM
iajs-1952	14	4	)	)	SYM
iajs-1952	14	5	2018	2018	NUM
iajs-1952	14	6	introduction	introduction	NOUN
iajs-1952	14	7	artificial	artificial	ADJ
iajs-1952	14	8	intelligence	intelligence	NOUN
iajs-1952	14	9	is	be	AUX
iajs-1952	14	10	one	one	NUM
iajs-1952	14	11	of	of	ADP
iajs-1952	14	12	the	the	DET
iajs-1952	14	13	most	most	ADV
iajs-1952	14	14	important	important	ADJ
iajs-1952	14	15	fields	field	NOUN
iajs-1952	14	16	of	of	ADP
iajs-1952	14	17	applied	apply	VERB
iajs-1952	14	18	science	science	NOUN
iajs-1952	14	19	in	in	ADP
iajs-1952	14	20	computer	computer	NOUN
iajs-1952	14	21	science	science	NOUN
iajs-1952	14	22	.	.	PUNCT
iajs-1952	15	1	there	there	PRON
iajs-1952	15	2	are	be	VERB
iajs-1952	15	3	many	many	ADJ
iajs-1952	15	4	applications	application	NOUN
iajs-1952	15	5	in	in	ADP
iajs-1952	15	6	this	this	DET
iajs-1952	15	7	field	field	NOUN
iajs-1952	15	8	,	,	PUNCT
iajs-1952	15	9	including	include	VERB
iajs-1952	15	10	natural	natural	ADJ
iajs-1952	15	11	language	language	NOUN
iajs-1952	15	12	processing	processing	NOUN
iajs-1952	15	13	,	,	PUNCT
iajs-1952	15	14	automatic	automatic	ADJ
iajs-1952	15	15	translation	translation	NOUN
iajs-1952	15	16	,	,	PUNCT
iajs-1952	15	17	pattern	pattern	NOUN
iajs-1952	15	18	recognition	recognition	NOUN
iajs-1952	15	19	,	,	PUNCT
iajs-1952	15	20	etc	etc	X
iajs-1952	15	21	.	.	X
iajs-1952	15	22	in	in	ADP
iajs-1952	15	23	the	the	DET
iajs-1952	15	24	recent	recent	ADJ
iajs-1952	15	25	years	year	NOUN
iajs-1952	15	26	,	,	PUNCT
iajs-1952	15	27	the	the	DET
iajs-1952	15	28	research	research	NOUN
iajs-1952	15	29	on	on	ADP
iajs-1952	15	30	the	the	DET
iajs-1952	15	31	field	field	NOUN
iajs-1952	15	32	of	of	ADP
iajs-1952	15	33	automatic	automatic	ADJ
iajs-1952	15	34	character	character	NOUN
iajs-1952	15	35	recognition	recognition	NOUN
iajs-1952	15	36	has	have	AUX
iajs-1952	15	37	expanded	expand	VERB
iajs-1952	15	38	significantly	significantly	ADV
iajs-1952	15	39	in	in	ADP
iajs-1952	15	40	both	both	PRON
iajs-1952	15	41	and	and	CCONJ
iajs-1952	15	42	indirect	indirect	ADJ
iajs-1952	15	43	terms	term	NOUN
iajs-1952	15	44	.	.	PUNCT
iajs-1952	16	1	the	the	DET
iajs-1952	16	2	use	use	NOUN
iajs-1952	16	3	of	of	ADP
iajs-1952	16	4	the	the	DET
iajs-1952	16	5	term	term	NOUN
iajs-1952	16	6	"	"	PUNCT
iajs-1952	16	7	understanding	understanding	NOUN
iajs-1952	16	8	"	"	PUNCT
iajs-1952	16	9	is	be	AUX
iajs-1952	16	10	not	not	PART
iajs-1952	16	11	intended	intend	VERB
iajs-1952	16	12	,	,	PUNCT
iajs-1952	16	13	as	as	SCONJ
iajs-1952	16	14	has	have	AUX
iajs-1952	16	15	been	be	AUX
iajs-1952	16	16	the	the	DET
iajs-1952	16	17	case	case	NOUN
iajs-1952	16	18	so	so	ADV
iajs-1952	16	19	far	far	ADV
iajs-1952	16	20	,	,	PUNCT
iajs-1952	16	21	written	write	VERB
iajs-1952	16	22	by	by	ADP
iajs-1952	16	23	computer	computer	NOUN
iajs-1952	16	24	,	,	PUNCT
iajs-1952	16	25	this	this	PRON
iajs-1952	16	26	means	mean	VERB
iajs-1952	16	27	trying	try	VERB
iajs-1952	16	28	to	to	PART
iajs-1952	16	29	decode	decode	VERB
iajs-1952	16	30	the	the	DET
iajs-1952	16	31	message	message	NOUN
iajs-1952	16	32	to	to	PART
iajs-1952	16	33	be	be	AUX
iajs-1952	16	34	reported	report	VERB
iajs-1952	16	35	.	.	PUNCT
iajs-1952	17	1	[	[	X
iajs-1952	17	2	2	2	X
iajs-1952	17	3	]	]	PUNCT
iajs-1952	17	4	"	"	PUNCT
iajs-1952	17	5	the	the	DET
iajs-1952	17	6	first	first	ADJ
iajs-1952	17	7	successful	successful	ADJ
iajs-1952	17	8	effort	effort	NOUN
iajs-1952	17	9	in	in	ADP
iajs-1952	17	10	this	this	DET
iajs-1952	17	11	regard	regard	NOUN
iajs-1952	17	12	was	be	AUX
iajs-1952	17	13	due	due	ADJ
iajs-1952	17	14	to	to	ADP
iajs-1952	17	15	the	the	DET
iajs-1952	17	16	russian	russian	ADJ
iajs-1952	17	17	scientist	scientist	NOUN
iajs-1952	17	18	tyurin	tyurin	NOUN
iajs-1952	17	19	in	in	ADP
iajs-1952	17	20	1900	1900	NUM
iajs-1952	17	21	,	,	PUNCT
iajs-1952	17	22	followed	follow	VERB
iajs-1952	17	23	by	by	ADP
iajs-1952	17	24	the	the	DET
iajs-1952	17	25	attempts	attempt	NOUN
iajs-1952	17	26	by	by	ADP
iajs-1952	17	27	fourier	fourier	ADJ
iajs-1952	17	28	dalbe	dalbe	NOUN
iajs-1952	17	29	to	to	PART
iajs-1952	17	30	manufacture	manufacture	VERB
iajs-1952	17	31	the	the	DET
iajs-1952	17	32	reader	reader	NOUN
iajs-1952	17	33	machine	machine	NOUN
iajs-1952	17	34	for	for	ADP
iajs-1952	17	35	the	the	DET
iajs-1952	17	36	1912	1912	NUM
iajs-1952	17	37	speaking	speaking	NOUN
iajs-1952	17	38	letters	letter	NOUN
iajs-1952	17	39	,	,	PUNCT
iajs-1952	17	40	and	and	CCONJ
iajs-1952	17	41	the	the	DET
iajs-1952	17	42	prosthetic	prosthetic	ADJ
iajs-1952	17	43	prosthesis	prosthesis	NOUN
iajs-1952	17	44	thomas	thomas	PROPN
iajs-1952	17	45	built	build	VERB
iajs-1952	17	46	"	"	PUNCT
iajs-1952	17	47	thomas	thomas	PROPN
iajs-1952	17	48	"	"	PUNCT
iajs-1952	17	49	in	in	ADP
iajs-1952	17	50	1926	1926	NUM
iajs-1952	17	51	.	.	PUNCT
iajs-1952	18	1	[	[	X
iajs-1952	18	2	3	3	NUM
iajs-1952	18	3	]	]	PUNCT
iajs-1952	18	4	.	.	PUNCT
iajs-1952	19	1	this	this	DET
iajs-1952	19	2	paper	paper	NOUN
iajs-1952	19	3	is	be	AUX
iajs-1952	19	4	used	use	VERB
iajs-1952	19	5	in	in	ADP
iajs-1952	19	6	the	the	DET
iajs-1952	19	7	administrative	administrative	ADJ
iajs-1952	19	8	processing	processing	NOUN
iajs-1952	19	9	of	of	ADP
iajs-1952	19	10	administrative	administrative	ADJ
iajs-1952	19	11	files	file	NOUN
iajs-1952	19	12	,	,	PUNCT
iajs-1952	19	13	such	such	ADJ
iajs-1952	19	14	as	as	ADP
iajs-1952	19	15	contracts	contract	NOUN
iajs-1952	19	16	,	,	PUNCT
iajs-1952	19	17	birth	birth	NOUN
iajs-1952	19	18	certificates	certificate	NOUN
iajs-1952	19	19	,	,	PUNCT
iajs-1952	19	20	questionnaires	questionnaire	NOUN
iajs-1952	19	21	,	,	PUNCT
iajs-1952	19	22	bank	bank	NOUN
iajs-1952	19	23	files	file	NOUN
iajs-1952	19	24	and	and	CCONJ
iajs-1952	19	25	postal	postal	ADJ
iajs-1952	19	26	addresses	address	NOUN
iajs-1952	19	27	.	.	PUNCT
iajs-1952	20	1	it	it	PRON
iajs-1952	20	2	has	have	AUX
iajs-1952	20	3	made	make	VERB
iajs-1952	20	4	great	great	ADJ
iajs-1952	20	5	strides	stride	NOUN
iajs-1952	20	6	in	in	ADP
iajs-1952	20	7	foreign	foreign	ADJ
iajs-1952	20	8	languages	language	NOUN
iajs-1952	20	9	,	,	PUNCT
iajs-1952	20	10	but	but	CCONJ
iajs-1952	20	11	its	its	PRON
iajs-1952	20	12	applications	application	NOUN
iajs-1952	20	13	in	in	ADP
iajs-1952	20	14	arabic	arabic	ADJ
iajs-1952	20	15	,	,	PUNCT
iajs-1952	20	16	despite	despite	SCONJ
iajs-1952	20	17	the	the	DET
iajs-1952	20	18	commendable	commendable	ADJ
iajs-1952	20	19	efforts	effort	NOUN
iajs-1952	20	20	of	of	ADP
iajs-1952	20	21	some	some	DET
iajs-1952	20	22	competent	competent	ADJ
iajs-1952	20	23	authorities	authority	NOUN
iajs-1952	20	24	,	,	PUNCT
iajs-1952	20	25	remain	remain	VERB
iajs-1952	20	26	below	below	ADP
iajs-1952	20	27	the	the	DET
iajs-1952	20	28	required	require	VERB
iajs-1952	20	29	level	level	NOUN
iajs-1952	20	30	.	.	PUNCT
iajs-1952	21	1	one	one	NUM
iajs-1952	21	2	of	of	ADP
iajs-1952	21	3	the	the	DET
iajs-1952	21	4	applications	application	NOUN
iajs-1952	21	5	of	of	ADP
iajs-1952	21	6	artificial	artificial	ADJ
iajs-1952	21	7	intelligence	intelligence	NOUN
iajs-1952	21	8	software	software	NOUN
iajs-1952	21	9	is	be	AUX
iajs-1952	21	10	to	to	PART
iajs-1952	21	11	distinguish	distinguish	VERB
iajs-1952	21	12	patterns	pattern	NOUN
iajs-1952	21	13	[	[	X
iajs-1952	21	14	4	4	NUM
iajs-1952	21	15	]	]	PUNCT
iajs-1952	21	16	pattern	pattern	NOUN
iajs-1952	21	17	recognition	recognition	NOUN
iajs-1952	21	18	is	be	AUX
iajs-1952	21	19	also	also	ADV
iajs-1952	21	20	a	a	DET
iajs-1952	21	21	study	study	NOUN
iajs-1952	21	22	of	of	ADP
iajs-1952	21	23	how	how	SCONJ
iajs-1952	21	24	machines	machine	NOUN
iajs-1952	21	25	can	can	AUX
iajs-1952	21	26	observe	observe	VERB
iajs-1952	21	27	the	the	DET
iajs-1952	21	28	environment	environment	NOUN
iajs-1952	21	29	,	,	PUNCT
iajs-1952	21	30	learn	learn	VERB
iajs-1952	21	31	to	to	PART
iajs-1952	21	32	show	show	VERB
iajs-1952	21	33	patterns	pattern	NOUN
iajs-1952	21	34	that	that	SCONJ
iajs-1952	21	35	they	they	PRON
iajs-1952	21	36	wish	wish	VERB
iajs-1952	21	37	to	to	PART
iajs-1952	21	38	distinguish	distinguish	VERB
iajs-1952	21	39	,	,	PUNCT
iajs-1952	21	40	and	and	CCONJ
iajs-1952	21	41	make	make	VERB
iajs-1952	21	42	a	a	DET
iajs-1952	21	43	reasonable	reasonable	ADJ
iajs-1952	21	44	decision	decision	NOUN
iajs-1952	21	45	about	about	ADP
iajs-1952	21	46	the	the	DET
iajs-1952	21	47	types	type	NOUN
iajs-1952	21	48	of	of	ADP
iajs-1952	21	49	patterns	pattern	NOUN
iajs-1952	21	50	.	.	PUNCT
iajs-1952	22	1	[	[	X
iajs-1952	22	2	5	5	NUM
iajs-1952	22	3	]	]	PUNCT
iajs-1952	22	4	as	as	ADP
iajs-1952	22	5	an	an	DET
iajs-1952	22	6	antidote	antidote	NOUN
iajs-1952	22	7	to	to	PART
iajs-1952	22	8	chaos	chaos	VERB
iajs-1952	22	9	,	,	PUNCT
iajs-1952	22	10	as	as	ADP
iajs-1952	22	11	an	an	DET
iajs-1952	22	12	undefined	undefined	ADJ
iajs-1952	22	13	entity	entity	NOUN
iajs-1952	22	14	,	,	PUNCT
iajs-1952	22	15	it	it	PRON
iajs-1952	22	16	is	be	AUX
iajs-1952	22	17	possible	possible	ADJ
iajs-1952	22	18	to	to	PART
iajs-1952	22	19	give	give	VERB
iajs-1952	22	20	a	a	DET
iajs-1952	22	21	certain	certain	ADJ
iajs-1952	22	22	name	name	NOUN
iajs-1952	22	23	.	.	PUNCT
iajs-1952	23	1	after	after	ADP
iajs-1952	23	2	definition	definition	NOUN
iajs-1952	23	3	[	[	X
iajs-1952	23	4	6	6	NUM
iajs-1952	23	5	]	]	PUNCT
iajs-1952	23	6	despite	despite	SCONJ
iajs-1952	23	7	gradual	gradual	ADJ
iajs-1952	23	8	improvements	improvement	NOUN
iajs-1952	23	9	in	in	ADP
iajs-1952	23	10	the	the	DET
iajs-1952	23	11	applications	application	NOUN
iajs-1952	23	12	of	of	ADP
iajs-1952	23	13	pattern	pattern	NOUN
iajs-1952	23	14	recognition	recognition	NOUN
iajs-1952	23	15	in	in	ADP
iajs-1952	23	16	the	the	DET
iajs-1952	23	17	late	late	ADJ
iajs-1952	23	18	twentieth	twentieth	ADJ
iajs-1952	23	19	and	and	CCONJ
iajs-1952	23	20	early	early	ADJ
iajs-1952	23	21	twentieth	twentieth	ADJ
iajs-1952	23	22	centuries	century	NOUN
iajs-1952	23	23	,	,	PUNCT
iajs-1952	23	24	character	character	NOUN
iajs-1952	23	25	recognition	recognition	NOUN
iajs-1952	23	26	remains	remain	VERB
iajs-1952	23	27	one	one	NUM
iajs-1952	23	28	of	of	ADP
iajs-1952	23	29	the	the	DET
iajs-1952	23	30	most	most	ADV
iajs-1952	23	31	important	important	ADJ
iajs-1952	23	32	issues	issue	NOUN
iajs-1952	23	33	of	of	ADP
iajs-1952	23	34	pattern	pattern	NOUN
iajs-1952	23	35	recognition	recognition	NOUN
iajs-1952	23	36	.	.	PUNCT
iajs-1952	24	1	[	[	X
iajs-1952	24	2	7	7	X
iajs-1952	24	3	]	]	PUNCT
iajs-1952	24	4	these	these	DET
iajs-1952	24	5	applications	application	NOUN
iajs-1952	24	6	include	include	VERB
iajs-1952	24	7	reading	read	VERB
iajs-1952	24	8	the	the	DET
iajs-1952	24	9	mailing	mail	VERB
iajs-1952	24	10	address	address	NOUN
iajs-1952	24	11	on	on	ADP
iajs-1952	24	12	the	the	DET
iajs-1952	24	13	envelope	envelope	NOUN
iajs-1952	24	14	,	,	PUNCT
iajs-1952	24	15	archiving	archive	VERB
iajs-1952	24	16	and	and	CCONJ
iajs-1952	24	17	retrieving	retrieve	VERB
iajs-1952	24	18	the	the	DET
iajs-1952	24	19	text	text	NOUN
iajs-1952	24	20	,	,	PUNCT
iajs-1952	24	21	digitizing	digitize	VERB
iajs-1952	24	22	the	the	DET
iajs-1952	24	23	libraries	library	NOUN
iajs-1952	24	24	,	,	PUNCT
iajs-1952	24	25	etc	etc	X
iajs-1952	24	26	.	.	X
iajs-1952	24	27	and	and	CCONJ
iajs-1952	24	28	the	the	DET
iajs-1952	24	29	distinction	distinction	NOUN
iajs-1952	24	30	of	of	ADP
iajs-1952	24	31	patterns	pattern	NOUN
iajs-1952	24	32	visually	visually	ADV
iajs-1952	24	33	passes	pass	VERB
iajs-1952	24	34	through	through	ADP
iajs-1952	24	35	several	several	ADJ
iajs-1952	24	36	stages	stage	NOUN
iajs-1952	24	37	and	and	CCONJ
iajs-1952	24	38	the	the	DET
iajs-1952	24	39	last	last	ADJ
iajs-1952	24	40	stage	stage	NOUN
iajs-1952	24	41	is	be	AUX
iajs-1952	24	42	discrimination	discrimination	NOUN
iajs-1952	24	43	where	where	SCONJ
iajs-1952	24	44	there	there	PRON
iajs-1952	24	45	are	be	VERB
iajs-1952	24	46	several	several	ADJ
iajs-1952	24	47	ways	way	NOUN
iajs-1952	24	48	to	to	PART
iajs-1952	24	49	conduct	conduct	VERB
iajs-1952	24	50	,	,	PUNCT
iajs-1952	24	51	and	and	CCONJ
iajs-1952	24	52	we	we	PRON
iajs-1952	24	53	will	will	AUX
iajs-1952	24	54	use	use	VERB
iajs-1952	24	55	in	in	ADP
iajs-1952	24	56	this	this	DET
iajs-1952	24	57	research	research	NOUN
iajs-1952	24	58	model	model	NOUN
iajs-1952	24	59	in	in	ADP
iajs-1952	24	60	the	the	DET
iajs-1952	24	61	distinction	distinction	NOUN
iajs-1952	24	62	of	of	ADP
iajs-1952	24	63	printed	print	VERB
iajs-1952	24	64	arabic	arabic	ADJ
iajs-1952	24	65	text	text	NOUN
iajs-1952	24	66	.	.	PUNCT
iajs-1952	25	1	markov	markov	PROPN
iajs-1952	25	2	's	's	PART
iajs-1952	25	3	hidden	hide	VERB
iajs-1952	25	4	markov	markov	NOUN
iajs-1952	25	5	model	model	NOUN
iajs-1952	25	6	-	-	PUNCT
iajs-1952	25	7	hmm	hmm	INTJ
iajs-1952	25	8	(	(	PUNCT
iajs-1952	25	9	markov	markov	PROPN
iajs-1952	25	10	)	)	PUNCT
iajs-1952	25	11	is	be	AUX
iajs-1952	25	12	one	one	NUM
iajs-1952	25	13	of	of	ADP
iajs-1952	25	14	the	the	DET
iajs-1952	25	15	models	model	NOUN
iajs-1952	25	16	used	use	VERB
iajs-1952	25	17	in	in	ADP
iajs-1952	25	18	speech	speech	NOUN
iajs-1952	25	19	and	and	CCONJ
iajs-1952	25	20	language	language	NOUN
iajs-1952	25	21	processing	processing	NOUN
iajs-1952	25	22	.	.	PUNCT
iajs-1952	26	1	[	[	X
iajs-1952	26	2	8	8	NUM
iajs-1952	26	3	]	]	X
iajs-1952	26	4	the	the	DET
iajs-1952	26	5	double	double	ADJ
iajs-1952	26	6	hidden	hide	VERB
iajs-1952	26	7	hmm	hmm	INTJ
iajs-1952	26	8	is	be	AUX
iajs-1952	26	9	known	know	VERB
iajs-1952	26	10	in	in	ADP
iajs-1952	26	11	which	which	PRON
iajs-1952	26	12	hidden	hide	VERB
iajs-1952	26	13	cases	case	NOUN
iajs-1952	26	14	can	can	AUX
iajs-1952	26	15	be	be	AUX
iajs-1952	26	16	viewed	view	VERB
iajs-1952	26	17	only	only	ADV
iajs-1952	26	18	by	by	ADP
iajs-1952	26	19	certain	certain	ADJ
iajs-1952	26	20	observations	observation	NOUN
iajs-1952	26	21	.	.	PUNCT
iajs-1952	27	1	[	[	X
iajs-1952	27	2	9	9	NUM
iajs-1952	27	3	]	]	PUNCT
iajs-1952	27	4	a	a	DET
iajs-1952	27	5	model	model	NOUN
iajs-1952	27	6	for	for	ADP
iajs-1952	27	7	character	character	NOUN
iajs-1952	27	8	recognition	recognition	NOUN
iajs-1952	27	9	system	system	NOUN
iajs-1952	27	10	the	the	DET
iajs-1952	27	11	character	character	NOUN
iajs-1952	27	12	recognition	recognition	NOUN
iajs-1952	27	13	system	system	NOUN
iajs-1952	27	14	generally	generally	ADV
iajs-1952	27	15	consists	consist	VERB
iajs-1952	27	16	of	of	ADP
iajs-1952	27	17	four	four	NUM
iajs-1952	27	18	basic	basic	ADJ
iajs-1952	27	19	stages	stage	NOUN
iajs-1952	27	20	illustrated	illustrate	VERB
iajs-1952	27	21	in	in	ADP
iajs-1952	27	22	figure	figure	NOUN
iajs-1952	27	23	1	1	NUM
iajs-1952	27	24	,	,	PUNCT
iajs-1952	27	25	where	where	SCONJ
iajs-1952	27	26	you	you	PRON
iajs-1952	27	27	begin	begin	VERB
iajs-1952	27	28	by	by	ADP
iajs-1952	27	29	inserting	insert	VERB
iajs-1952	27	30	the	the	DET
iajs-1952	27	31	document	document	NOUN
iajs-1952	27	32	containing	contain	VERB
iajs-1952	27	33	the	the	DET
iajs-1952	27	34	text	text	NOUN
iajs-1952	27	35	we	we	PRON
iajs-1952	27	36	want	want	VERB
iajs-1952	27	37	to	to	PART
iajs-1952	27	38	distinguish	distinguish	VERB
iajs-1952	27	39	and	and	CCONJ
iajs-1952	27	40	ending	end	VERB
iajs-1952	27	41	with	with	ADP
iajs-1952	27	42	the	the	DET
iajs-1952	27	43	characterization	characterization	NOUN
iajs-1952	27	44	of	of	ADP
iajs-1952	27	45	the	the	DET
iajs-1952	27	46	entered	enter	VERB
iajs-1952	27	47	document	document	NOUN
iajs-1952	27	48	.	.	PUNCT
iajs-1952	28	1	[	[	X
iajs-1952	28	2	10	10	NUM
iajs-1952	28	3	]	]	PUNCT
iajs-1952	28	4	as	as	SCONJ
iajs-1952	28	5	shown	show	VERB
iajs-1952	28	6	in	in	ADP
iajs-1952	28	7	figure	figure	NOUN
iajs-1952	28	8	(	(	PUNCT
iajs-1952	28	9	1	1	NUM
iajs-1952	28	10	(	(	PUNCT
iajs-1952	28	11	figure	figure	NOUN
iajs-1952	28	12	(	(	PUNCT
iajs-1952	28	13	1	1	NUM
iajs-1952	28	14	):	):	PUNCT
iajs-1952	28	15	a	a	DET
iajs-1952	28	16	model	model	NOUN
iajs-1952	28	17	for	for	ADP
iajs-1952	28	18	character	character	NOUN
iajs-1952	28	19	recognition	recognition	NOUN
iajs-1952	28	20	the	the	DET
iajs-1952	28	21	pattern	pattern	NOUN
iajs-1952	28	22	recognition	recognition	NOUN
iajs-1952	28	23	system	system	NOUN
iajs-1952	28	24	may	may	AUX
iajs-1952	28	25	not	not	PART
iajs-1952	28	26	have	have	VERB
iajs-1952	28	27	all	all	PRON
iajs-1952	28	28	of	of	ADP
iajs-1952	28	29	these	these	DET
iajs-1952	28	30	stages	stage	NOUN
iajs-1952	28	31	.	.	PUNCT
iajs-1952	29	1	it	it	PRON
iajs-1952	29	2	is	be	AUX
iajs-1952	29	3	possible	possible	ADJ
iajs-1952	29	4	to	to	PART
iajs-1952	29	5	shorten	shorten	VERB
iajs-1952	29	6	some	some	DET
iajs-1952	29	7	stages	stage	NOUN
iajs-1952	29	8	without	without	ADP
iajs-1952	29	9	affecting	affect	VERB
iajs-1952	29	10	this	this	PRON
iajs-1952	29	11	,	,	PUNCT
iajs-1952	29	12	on	on	ADP
iajs-1952	29	13	the	the	DET
iajs-1952	29	14	process	process	NOUN
iajs-1952	29	15	of	of	ADP
iajs-1952	29	16	pattern	pattern	NOUN
iajs-1952	29	17	recognition	recognition	NOUN
iajs-1952	29	18	,	,	PUNCT
iajs-1952	29	19	for	for	ADP
iajs-1952	29	20	example	example	NOUN
iajs-1952	29	21	,	,	PUNCT
iajs-1952	29	22	the	the	DET
iajs-1952	29	23	system	system	NOUN
iajs-1952	29	24	discriminates	discriminate	VERB
iajs-1952	29	25	without	without	ADP
iajs-1952	29	26	requiring	require	VERB
iajs-1952	29	27	the	the	DET
iajs-1952	29	28	stage	stage	NOUN
iajs-1952	29	29	of	of	ADP
iajs-1952	29	30	features	feature	NOUN
iajs-1952	29	31	extraction	extraction	NOUN
iajs-1952	29	32	,	,	PUNCT
iajs-1952	29	33	and	and	CCONJ
iajs-1952	29	34	is	be	AUX
iajs-1952	29	35	used	use	VERB
iajs-1952	29	36	instead	instead	ADV
iajs-1952	29	37	(	(	PUNCT
iajs-1952	29	38	matching	match	VERB
iajs-1952	29	39	templates	template	NOUN
iajs-1952	29	40	)	)	PUNCT
iajs-1952	29	41	image	image	NOUN
iajs-1952	29	42	preprocessing	preprocessing	NOUN
iajs-1952	29	43	features	feature	NOUN
iajs-1952	29	44	extraction	extraction	NOUN
iajs-1952	29	45	classification	classification	NOUN
iajs-1952	29	46	https://doi.org/10.30526/31.2.1952	https://doi.org/10.30526/31.2.1952	PUNCT
iajs-1952	29	47	https://doi.org/10.30526/31.2.1952	https://doi.org/10.30526/31.2.1952	PUNCT
iajs-1952	29	48	computer	computer	NOUN
iajs-1952	29	49	|	|	ADV
iajs-1952	29	50	232	232	NUM
iajs-1952	29	51	2018	2018	NUM
iajs-1952	29	52	(	(	PUNCT
iajs-1952	29	53	عام	عام	ADP
iajs-1952	29	54	2	2	NUM
iajs-1952	29	55	(	(	PUNCT
iajs-1952	29	56	العدد	العدد	PROPN
iajs-1952	29	57	)	)	PUNCT
iajs-1952	29	58	31لمجلد	31لمجلد	NUM
iajs-1952	29	59	)	)	PUNCT
iajs-1952	30	1	ا	ا	X
iajs-1952	31	1	مجلة	مجلة	NOUN
iajs-1952	31	2	إبن	إبن	VERB
iajs-1952	31	3	الهيثم	الهيثم	ADJ
iajs-1952	31	4	للعلوم	للعلوم	NOUN
iajs-1952	31	5	الصرفة	الصرفة	NOUN
iajs-1952	32	1	و	و	PRON
iajs-1952	32	2	التطبيقية	التطبيقية	ADJ
iajs-1952	32	3	ibn	ibn	PROPN
iajs-1952	32	4	al	al	PROPN
iajs-1952	32	5	-	-	PUNCT
iajs-1952	32	6	haitham	haitham	PROPN
iajs-1952	32	7	j.	j.	PROPN
iajs-1952	32	8	for	for	ADP
iajs-1952	32	9	pure	pure	PROPN
iajs-1952	32	10	&	&	CCONJ
iajs-1952	32	11	appl	appl	PROPN
iajs-1952	32	12	.	.	PUNCT
iajs-1952	33	1	sci	sci	PROPN
iajs-1952	33	2	.	.	PUNCT
iajs-1952	34	1	vol.31	vol.31	PROPN
iajs-1952	34	2	(	(	PUNCT
iajs-1952	34	3	2	2	NUM
iajs-1952	34	4	)	)	SYM
iajs-1952	34	5	2018	2018	NUM
iajs-1952	34	6	markov	markov	NOUN
iajs-1952	34	7	chains	chain	NOUN
iajs-1952	34	8	mathematical	mathematical	ADJ
iajs-1952	34	9	models	model	NOUN
iajs-1952	34	10	may	may	AUX
iajs-1952	34	11	be	be	AUX
iajs-1952	34	12	specific	specific	ADJ
iajs-1952	34	13	or	or	CCONJ
iajs-1952	34	14	coincidental	coincidental	ADJ
iajs-1952	34	15	.	.	PUNCT
iajs-1952	35	1	however	however	ADV
iajs-1952	35	2	,	,	PUNCT
iajs-1952	35	3	in	in	ADP
iajs-1952	35	4	many	many	ADJ
iajs-1952	35	5	cases	case	NOUN
iajs-1952	35	6	in	in	ADP
iajs-1952	35	7	life	life	NOUN
iajs-1952	35	8	,	,	PUNCT
iajs-1952	35	9	there	there	PRON
iajs-1952	35	10	are	be	VERB
iajs-1952	35	11	coincidental	coincidental	ADJ
iajs-1952	35	12	phenomena	phenomenon	NOUN
iajs-1952	35	13	(	(	PUNCT
iajs-1952	35	14	phenomena	phenomenon	NOUN
iajs-1952	35	15	that	that	PRON
iajs-1952	35	16	are	be	AUX
iajs-1952	35	17	not	not	PART
iajs-1952	35	18	completely	completely	ADV
iajs-1952	35	19	deterministic	deterministic	ADJ
iajs-1952	35	20	or	or	CCONJ
iajs-1952	35	21	unpredictable	unpredictable	ADJ
iajs-1952	35	22	in	in	ADP
iajs-1952	35	23	their	their	PRON
iajs-1952	35	24	future	future	ADJ
iajs-1952	35	25	behavior	behavior	NOUN
iajs-1952	35	26	and	and	CCONJ
iajs-1952	35	27	are	be	AUX
iajs-1952	35	28	termed	term	VERB
iajs-1952	35	29	coincidences	coincidence	NOUN
iajs-1952	35	30	)	)	PUNCT
iajs-1952	35	31	.	.	PUNCT
iajs-1952	36	1	[	[	X
iajs-1952	36	2	11	11	NUM
iajs-1952	36	3	]	]	PUNCT
iajs-1952	36	4	the	the	DET
iajs-1952	36	5	cross	cross	NOUN
iajs-1952	36	6	-	-	NOUN
iajs-1952	36	7	model	model	NOUN
iajs-1952	36	8	becomes	become	VERB
iajs-1952	36	9	the	the	DET
iajs-1952	36	10	most	most	ADV
iajs-1952	36	11	appropriate	appropriate	ADJ
iajs-1952	36	12	to	to	PART
iajs-1952	36	13	represent	represent	VERB
iajs-1952	36	14	it	it	PRON
iajs-1952	36	15	.	.	PUNCT
iajs-1952	37	1	,the	,the	PUNCT
iajs-1952	37	2	system	system	NOUN
iajs-1952	37	3	described	describe	VERB
iajs-1952	37	4	in	in	ADP
iajs-1952	37	5	figure	figure	NOUN
iajs-1952	37	6	(	(	PUNCT
iajs-1952	37	7	2	2	NUM
iajs-1952	37	8	)	)	PUNCT
iajs-1952	37	9	can	can	AUX
iajs-1952	37	10	be	be	AUX
iajs-1952	37	11	described	describe	VERB
iajs-1952	37	12	over	over	ADP
iajs-1952	37	13	a	a	DET
iajs-1952	37	14	specified	specified	ADJ
iajs-1952	37	15	period	period	NOUN
iajs-1952	37	16	of	of	ADP
iajs-1952	37	17	time	time	NOUN
iajs-1952	37	18	,	,	PUNCT
iajs-1952	37	19	as	as	SCONJ
iajs-1952	37	20	described	describe	VERB
iajs-1952	37	21	in	in	ADP
iajs-1952	37	22	)	)	PUNCT
iajs-1952	37	23	s1	s1	PROPN
iajs-1952	37	24	,	,	PUNCT
iajs-1952	37	25	s2	s2	PROPN
iajs-1952	37	26	,	,	PUNCT
iajs-1952	37	27	...	...	PUNCT
iajs-1952	37	28	,	,	PUNCT
iajs-1952	37	29	sn	sn	PROPN
iajs-1952	37	30	)	)	PUNCT
iajs-1952	37	31	(	(	PUNCT
iajs-1952	37	32	discrete	discrete	ADJ
iajs-1952	37	33	states	state	NOUN
iajs-1952	37	34	)	)	PUNCT
iajs-1952	37	35	(	(	PUNCT
iajs-1952	37	36	n	n	CCONJ
iajs-1952	37	37	)	)	PUNCT
iajs-1952	37	38	is	be	AUX
iajs-1952	37	39	one	one	NUM
iajs-1952	37	40	of	of	ADP
iajs-1952	37	41	the	the	DET
iajs-1952	37	42	set	set	NOUN
iajs-1952	37	43	of	of	ADP
iajs-1952	37	44	these	these	DET
iajs-1952	37	45	cases	case	NOUN
iajs-1952	37	46	figure	figure	VERB
iajs-1952	37	47	(	(	PUNCT
iajs-1952	37	48	2	2	NUM
iajs-1952	37	49	):	):	PUNCT
iajs-1952	37	50	markov	markov	NOUN
iajs-1952	37	51	series	series	NOUN
iajs-1952	37	52	for	for	ADP
iajs-1952	37	53	(	(	PUNCT
iajs-1952	37	54	5	5	NUM
iajs-1952	37	55	)	)	PUNCT
iajs-1952	37	56	cases	case	NOUN
iajs-1952	37	57	with	with	ADP
iajs-1952	37	58	their	their	PRON
iajs-1952	37	59	transitions	transition	NOUN
iajs-1952	38	1	[	[	X
iajs-1952	38	2	11	11	NUM
iajs-1952	38	3	]	]	PUNCT
iajs-1952	38	4	.	.	PUNCT
iajs-1952	39	1	the	the	DET
iajs-1952	39	2	hidden	hide	VERB
iajs-1952	39	3	markov	markov	NOUN
iajs-1952	39	4	model	model	NOUN
iajs-1952	39	5	the	the	DET
iajs-1952	39	6	hidden	hide	VERB
iajs-1952	39	7	markov	markov	NOUN
iajs-1952	39	8	model	model	NOUN
iajs-1952	39	9	is	be	AUX
iajs-1952	39	10	a	a	DET
iajs-1952	39	11	system	system	NOUN
iajs-1952	39	12	of	of	ADP
iajs-1952	39	13	limited	limited	ADJ
iajs-1952	39	14	machine	machine	NOUN
iajs-1952	39	15	stations	station	NOUN
iajs-1952	39	16	that	that	PRON
iajs-1952	39	17	depends	depend	VERB
iajs-1952	39	18	only	only	ADV
iajs-1952	39	19	on	on	ADP
iajs-1952	39	20	its	its	PRON
iajs-1952	39	21	previous	previous	ADJ
iajs-1952	39	22	state	state	NOUN
iajs-1952	39	23	at	at	ADP
iajs-1952	39	24	time	time	NOUN
iajs-1952	39	25	t	t	PROPN
iajs-1952	39	26	,	,	PUNCT
iajs-1952	39	27	which	which	PRON
iajs-1952	39	28	is	be	AUX
iajs-1952	39	29	capable	capable	ADJ
iajs-1952	39	30	of	of	ADP
iajs-1952	39	31	generating	generate	VERB
iajs-1952	39	32	observations	observation	NOUN
iajs-1952	39	33	of	of	ADP
iajs-1952	39	34	the	the	DET
iajs-1952	39	35	probability	probability	NOUN
iajs-1952	39	36	of	of	ADP
iajs-1952	39	37	a	a	DET
iajs-1952	39	38	state	state	NOUN
iajs-1952	39	39	transition	transition	NOUN
iajs-1952	39	40	at	at	ADP
iajs-1952	39	41	time	time	NOUN
iajs-1952	39	42	.	.	PUNCT
iajs-1952	40	1	the	the	DET
iajs-1952	40	2	sequence	sequence	NOUN
iajs-1952	40	3	of	of	ADP
iajs-1952	40	4	the	the	DET
iajs-1952	40	5	situation	situation	NOUN
iajs-1952	40	6	that	that	PRON
iajs-1952	40	7	produces	produce	VERB
iajs-1952	40	8	the	the	DET
iajs-1952	40	9	given	give	VERB
iajs-1952	40	10	observation	observation	NOUN
iajs-1952	40	11	is	be	AUX
iajs-1952	40	12	unknown	unknown	ADJ
iajs-1952	40	13	.	.	PUNCT
iajs-1952	41	1	[	[	X
iajs-1952	41	2	12	12	NUM
iajs-1952	41	3	]	]	PUNCT
iajs-1952	41	4	thus	thus	ADV
iajs-1952	41	5	,	,	PUNCT
iajs-1952	41	6	in	in	ADP
iajs-1952	41	7	the	the	DET
iajs-1952	41	8	hidden	hide	VERB
iajs-1952	41	9	markov	markov	NOUN
iajs-1952	41	10	model	model	NOUN
iajs-1952	41	11	,	,	PUNCT
iajs-1952	41	12	t-1	t-1	PROPN
iajs-1952	41	13	is	be	AUX
iajs-1952	41	14	time	time	NOUN
iajs-1952	41	15	the	the	DET
iajs-1952	41	16	case	case	NOUN
iajs-1952	41	17	is	be	AUX
iajs-1952	41	18	not	not	PART
iajs-1952	41	19	visible	visible	ADJ
iajs-1952	41	20	,	,	PUNCT
iajs-1952	41	21	so	so	CCONJ
iajs-1952	41	22	the	the	DET
iajs-1952	41	23	hidden	hidden	ADJ
iajs-1952	41	24	markov	markov	NOUN
iajs-1952	41	25	model	model	NOUN
iajs-1952	41	26	and	and	CCONJ
iajs-1952	41	27	transitions	transition	NOUN
iajs-1952	41	28	between	between	ADP
iajs-1952	41	29	situations	situation	NOUN
iajs-1952	41	30	are	be	AUX
iajs-1952	41	31	governed	govern	VERB
iajs-1952	41	32	by	by	ADP
iajs-1952	41	33	a	a	DET
iajs-1952	41	34	set	set	NOUN
iajs-1952	41	35	of	of	ADP
iajs-1952	41	36	probabilities	probability	NOUN
iajs-1952	41	37	called	call	VERB
iajs-1952	41	38	the	the	DET
iajs-1952	41	39	probability	probability	NOUN
iajs-1952	41	40	of	of	ADP
iajs-1952	41	41	transition	transition	NOUN
iajs-1952	41	42	from	from	ADP
iajs-1952	41	43	a	a	DET
iajs-1952	41	44	given	give	VERB
iajs-1952	41	45	situation	situation	NOUN
iajs-1952	41	46	that	that	PRON
iajs-1952	41	47	can	can	AUX
iajs-1952	41	48	result	result	VERB
iajs-1952	41	49	in	in	ADP
iajs-1952	41	50	a	a	DET
iajs-1952	41	51	result	result	NOUN
iajs-1952	41	52	or	or	CCONJ
iajs-1952	41	53	observation	observation	NOUN
iajs-1952	41	54	and	and	CCONJ
iajs-1952	41	55	according	accord	VERB
iajs-1952	41	56	to	to	ADP
iajs-1952	41	57	the	the	DET
iajs-1952	41	58	probability	probability	NOUN
iajs-1952	41	59	distribution	distribution	NOUN
iajs-1952	41	60	associated	associate	VERB
iajs-1952	41	61	with	with	ADP
iajs-1952	41	62	that	that	DET
iajs-1952	41	63	state	state	NOUN
iajs-1952	41	64	.	.	PUNCT
iajs-1952	42	1	[	[	X
iajs-1952	42	2	13	13	NUM
iajs-1952	42	3	]	]	PUNCT
iajs-1952	42	4	.	.	PUNCT
iajs-1952	43	1	the	the	DET
iajs-1952	43	2	difference	difference	NOUN
iajs-1952	43	3	between	between	ADP
iajs-1952	43	4	the	the	DET
iajs-1952	43	5	hidden	hide	VERB
iajs-1952	43	6	markov	markov	NOUN
iajs-1952	43	7	model	model	NOUN
iajs-1952	43	8	and	and	CCONJ
iajs-1952	43	9	the	the	DET
iajs-1952	43	10	markov	markov	NOUN
iajs-1952	43	11	model	model	NOUN
iajs-1952	43	12	is	be	AUX
iajs-1952	43	13	the	the	DET
iajs-1952	43	14	existence	existence	NOUN
iajs-1952	43	15	of	of	ADP
iajs-1952	43	16	additional	additional	ADJ
iajs-1952	43	17	probabilities	probability	NOUN
iajs-1952	43	18	.	.	PUNCT
iajs-1952	44	1	this	this	PRON
iajs-1952	44	2	is	be	AUX
iajs-1952	44	3	the	the	DET
iajs-1952	44	4	hidden	hidden	ADJ
iajs-1952	44	5	part	part	NOUN
iajs-1952	44	6	of	of	ADP
iajs-1952	44	7	the	the	DET
iajs-1952	44	8	model	model	NOUN
iajs-1952	44	9	and	and	CCONJ
iajs-1952	44	10	is	be	AUX
iajs-1952	44	11	associated	associate	VERB
iajs-1952	44	12	with	with	ADP
iajs-1952	44	13	the	the	DET
iajs-1952	44	14	resulting	result	VERB
iajs-1952	44	15	viewing	viewing	NOUN
iajs-1952	44	16	of	of	ADP
iajs-1952	44	17	each	each	DET
iajs-1952	44	18	case	case	NOUN
iajs-1952	44	19	[	[	X
iajs-1952	44	20	14	14	NUM
iajs-1952	44	21	]	]	PUNCT
iajs-1952	44	22	.	.	PUNCT
iajs-1952	45	1	markov	markov	PROPN
iajs-1952	45	2	's	's	PART
iajs-1952	45	3	hidden	hide	VERB
iajs-1952	45	4	model	model	NOUN
iajs-1952	45	5	is	be	AUX
iajs-1952	45	6	a	a	DET
iajs-1952	45	7	statistical	statistical	ADJ
iajs-1952	45	8	model	model	NOUN
iajs-1952	45	9	capable	capable	ADJ
iajs-1952	45	10	of	of	ADP
iajs-1952	45	11	statistical	statistical	ADJ
iajs-1952	45	12	classification	classification	NOUN
iajs-1952	45	13	.	.	PUNCT
iajs-1952	46	1	it	it	PRON
iajs-1952	46	2	has	have	AUX
iajs-1952	46	3	therefore	therefore	ADV
iajs-1952	46	4	been	be	AUX
iajs-1952	46	5	applied	apply	VERB
iajs-1952	46	6	in	in	ADP
iajs-1952	46	7	voice	voice	NOUN
iajs-1952	46	8	recognition	recognition	NOUN
iajs-1952	46	9	and	and	CCONJ
iajs-1952	46	10	handwriting	handwriting	NOUN
iajs-1952	46	11	recognition	recognition	NOUN
iajs-1952	46	12	because	because	SCONJ
iajs-1952	46	13	of	of	ADP
iajs-1952	46	14	its	its	PRON
iajs-1952	46	15	adaptability	adaptability	NOUN
iajs-1952	46	16	and	and	CCONJ
iajs-1952	46	17	versatility	versatility	NOUN
iajs-1952	46	18	in	in	ADP
iajs-1952	46	19	the	the	DET
iajs-1952	46	20	processing	processing	NOUN
iajs-1952	46	21	of	of	ADP
iajs-1952	46	22	chain	chain	NOUN
iajs-1952	46	23	signals	signal	NOUN
iajs-1952	46	24	[	[	X
iajs-1952	46	25	16	16	NUM
iajs-1952	46	26	]	]	PUNCT
iajs-1952	46	27	.	.	PUNCT
iajs-1952	47	1	as	as	SCONJ
iajs-1952	47	2	follows	follow	VERB
iajs-1952	47	3	:	:	PUNCT
iajs-1952	47	4	[	[	X
iajs-1952	47	5	9	9	NUM
iajs-1952	47	6	]	]	SYM
iajs-1952	47	7	(	(	PUNCT
iajs-1952	47	8	hmm	hmm	INTJ
iajs-1952	47	9	)	)	PUNCT
iajs-1952	47	10	the	the	DET
iajs-1952	47	11	hidden	hide	VERB
iajs-1952	47	12	markov	markov	NOUN
iajs-1952	47	13	model	model	NOUN
iajs-1952	47	14	(	(	PUNCT
iajs-1952	47	15	hmm	hmm	INTJ
iajs-1952	47	16	)	)	PUNCT
iajs-1952	47	17	elements	element	NOUN
iajs-1952	47	18	define	define	VERB
iajs-1952	47	19	the	the	DET
iajs-1952	47	20	number	number	NOUN
iajs-1952	47	21	of	of	ADP
iajs-1952	47	22	cases	case	NOUN
iajs-1952	47	23	in	in	ADP
iajs-1952	47	24	the	the	DET
iajs-1952	47	25	model	model	NOUN
iajs-1952	47	26	.	.	PUNCT
iajs-1952	48	1	although	although	SCONJ
iajs-1952	48	2	the	the	DET
iajs-1952	48	3	cases	case	NOUN
iajs-1952	48	4	are	be	AUX
iajs-1952	48	5	hidden	hide	VERB
iajs-1952	48	6	,	,	PUNCT
iajs-1952	48	7	many	many	ADJ
iajs-1952	48	8	natural	natural	ADJ
iajs-1952	48	9	applications	application	NOUN
iajs-1952	48	10	in	in	ADP
iajs-1952	48	11	n	n	PROPN
iajs-1952	48	12	(	(	PUNCT
iajs-1952	48	13	s	s	X
iajs-1952	48	14	)	)	PUNCT
iajs-1952	48	15	often	often	ADV
iajs-1952	48	16	have	have	VERB
iajs-1952	48	17	some	some	DET
iajs-1952	48	18	relevance	relevance	NOUN
iajs-1952	48	19	to	to	ADP
iajs-1952	48	20	the	the	DET
iajs-1952	48	21	cases	case	NOUN
iajs-1952	48	22	or	or	CCONJ
iajs-1952	48	23	set	set	NOUN
iajs-1952	48	24	of	of	ADP
iajs-1952	48	25	cases	case	NOUN
iajs-1952	48	26	of	of	ADP
iajs-1952	48	27	the	the	DET
iajs-1952	48	28	model	model	NOUN
iajs-1952	48	29	the	the	DET
iajs-1952	48	30	situation	situation	NOUN
iajs-1952	48	31	is	be	AUX
iajs-1952	48	32	as	as	SCONJ
iajs-1952	48	33	follows	follow	VERB
iajs-1952	48	34	:	:	PUNCT
iajs-1952	48	35	s	s	X
iajs-1952	48	36	=	=	PUNCT
iajs-1952	48	37	{	{	PUNCT
iajs-1952	48	38	s1	s1	NOUN
iajs-1952	48	39	,	,	PUNCT
iajs-1952	48	40	s2	s2	PROPN
iajs-1952	48	41	,	,	PUNCT
iajs-1952	48	42	...	...	PUNCT
iajs-1952	48	43	,	,	PUNCT
iajs-1952	48	44	sn	sn	PROPN
iajs-1952	48	45	}	}	PUNCT
iajs-1952	48	46	(	(	PUNCT
iajs-1952	48	47	qt	qt	NOUN
iajs-1952	48	48	)	)	PUNCT
iajs-1952	48	49	the	the	DET
iajs-1952	48	50	case	case	NOUN
iajs-1952	48	51	at	at	ADP
iajs-1952	48	52	time	time	NOUN
iajs-1952	48	53	(	(	PUNCT
iajs-1952	48	54	t	t	NOUN
iajs-1952	48	55	)	)	PUNCT
iajs-1952	48	56	number	number	NOUN
iajs-1952	48	57	of	of	ADP
iajs-1952	48	58	single	single	ADJ
iajs-1952	48	59	status	status	NOUN
iajs-1952	48	60	view	view	NOUN
iajs-1952	48	61	codes	code	NOUN
iajs-1952	48	62	.	.	PUNCT
iajs-1952	49	1	one	one	NUM
iajs-1952	49	2	-	-	PUNCT
iajs-1952	49	3	view	view	NOUN
iajs-1952	49	4	codes	code	NOUN
iajs-1952	49	5	can	can	AUX
iajs-1952	49	6	be	be	AUX
iajs-1952	49	7	represented	represent	VERB
iajs-1952	49	8	as	as	SCONJ
iajs-1952	49	9	follows	follow	VERB
iajs-1952	49	10	:	:	PUNCT
iajs-1952	49	11	m	m	VERB
iajs-1952	49	12	•	•	NOUN
iajs-1952	49	13	v	v	NOUN
iajs-1952	49	14	=	=	SYM
iajs-1952	49	15	{	{	PUNCT
iajs-1952	49	16	v1	v1	PROPN
iajs-1952	49	17	,	,	PUNCT
iajs-1952	49	18	v2	v2	PROPN
iajs-1952	49	19	,	,	PUNCT
iajs-1952	49	20	...	...	PUNCT
iajs-1952	49	21	,	,	PUNCT
iajs-1952	49	22	vm	vm	NOUN
iajs-1952	49	23	}	}	PUNCT
iajs-1952	49	24	)	)	PUNCT
iajs-1952	49	25	a	a	X
iajs-1952	49	26	)	)	PUNCT
iajs-1952	49	27	probabilistic	probabilistic	ADJ
iajs-1952	49	28	distribution	distribution	NOUN
iajs-1952	49	29	of	of	ADP
iajs-1952	49	30	the	the	DET
iajs-1952	49	31	transition	transition	NOUN
iajs-1952	49	32	situation	situation	NOUN
iajs-1952	49	33	a	a	PRON
iajs-1952	49	34	=	=	X
iajs-1952	49	35	{	{	PUNCT
iajs-1952	49	36	aij	aij	PROPN
iajs-1952	49	37	}	}	PUNCT
iajs-1952	49	38	where	where	SCONJ
iajs-1952	49	39	aij	aij	PROPN
iajs-1952	49	40	=	=	SYM
iajs-1952	49	41	p	p	X
iajs-1952	50	1	[	[	X
iajs-1952	50	2	qt	qt	X
iajs-1952	50	3	+	+	NOUN
iajs-1952	50	4	1	1	NUM
iajs-1952	50	5	=	=	NUM
iajs-1952	50	6	sj	sj	PROPN
iajs-1952	50	7	\	\	PROPN
iajs-1952	50	8	qt	qt	NOUN
iajs-1952	50	9	=	=	SYM
iajs-1952	50	10	si	si	X
iajs-1952	50	11	]	]	X
iajs-1952	50	12	,	,	PUNCT
iajs-1952	50	13	1	1	NUM
iajs-1952	50	14	£	£	PROPN
iajs-1952	50	15	i	i	PROPN
iajs-1952	50	16	,	,	PUNCT
iajs-1952	50	17	j	j	PROPN
iajs-1952	50	18	£	£	SYM
iajs-1952	50	19	n	n	CCONJ
iajs-1952	50	20	j	j	NOUN
iajs-1952	50	21	probable	probable	ADJ
iajs-1952	50	22	distribution	distribution	NOUN
iajs-1952	50	23	of	of	ADP
iajs-1952	50	24	the	the	DET
iajs-1952	50	25	view	view	NOUN
iajs-1952	50	26	code	code	NOUN
iajs-1952	50	27	when	when	SCONJ
iajs-1952	50	28	the	the	DET
iajs-1952	50	29	case	case	NOUN
iajs-1952	50	30	b	b	NOUN
iajs-1952	50	31	=	=	PRON
iajs-1952	50	32	{	{	PUNCT
iajs-1952	50	33	bj	bj	X
iajs-1952	50	34	(	(	PUNCT
iajs-1952	50	35	k	k	NOUN
iajs-1952	50	36	)	)	PUNCT
iajs-1952	50	37	}	}	PUNCT
iajs-1952	50	38	the	the	DET
iajs-1952	50	39	proposed	propose	VERB
iajs-1952	50	40	model	model	NOUN
iajs-1952	50	41	using	use	VERB
iajs-1952	50	42	the	the	DET
iajs-1952	50	43	hidden	hide	VERB
iajs-1952	50	44	markov	markov	NOUN
iajs-1952	50	45	model	model	NOUN
iajs-1952	50	46	the	the	DET
iajs-1952	50	47	proposed	propose	VERB
iajs-1952	50	48	model	model	NOUN
iajs-1952	50	49	using	use	VERB
iajs-1952	50	50	the	the	DET
iajs-1952	50	51	hidden	hide	VERB
iajs-1952	50	52	markov	markov	NOUN
iajs-1952	50	53	model	model	NOUN
iajs-1952	50	54	as	as	SCONJ
iajs-1952	50	55	shown	show	VERB
iajs-1952	50	56	in	in	ADP
iajs-1952	50	57	,	,	PUNCT
iajs-1952	50	58	figure	figure	NOUN
iajs-1952	50	59	(	(	PUNCT
iajs-1952	50	60	3	3	NUM
iajs-1952	50	61	)	)	PUNCT
iajs-1952	50	62	.	.	PUNCT
iajs-1952	51	1	https://doi.org/10.30526/31.2.1952	https://doi.org/10.30526/31.2.1952	PUNCT
iajs-1952	52	1	https://doi.org/10.30526/31.2.1952	https://doi.org/10.30526/31.2.1952	VERB
iajs-1952	52	2	computer	computer	NOUN
iajs-1952	52	3	|	|	ADV
iajs-1952	52	4	233	233	NUM
iajs-1952	52	5	2018	2018	NUM
iajs-1952	52	6	(	(	PUNCT
iajs-1952	52	7	عام	عام	ADP
iajs-1952	52	8	2	2	NUM
iajs-1952	52	9	(	(	PUNCT
iajs-1952	52	10	العدد	العدد	PROPN
iajs-1952	52	11	)	)	PUNCT
iajs-1952	52	12	31لمجلد	31لمجلد	NUM
iajs-1952	52	13	)	)	PUNCT
iajs-1952	52	14	ا	ا	X
iajs-1952	53	1	مجلة	مجلة	NOUN
iajs-1952	53	2	إبن	إبن	VERB
iajs-1952	53	3	الهيثم	الهيثم	ADJ
iajs-1952	53	4	للعلوم	للعلوم	NOUN
iajs-1952	53	5	الصرفة	الصرفة	NOUN
iajs-1952	54	1	و	و	PRON
iajs-1952	54	2	التطبيقية	التطبيقية	ADJ
iajs-1952	54	3	ibn	ibn	PROPN
iajs-1952	54	4	al	al	PROPN
iajs-1952	54	5	-	-	PUNCT
iajs-1952	54	6	haitham	haitham	PROPN
iajs-1952	54	7	j.	j.	PROPN
iajs-1952	54	8	for	for	ADP
iajs-1952	54	9	pure	pure	PROPN
iajs-1952	54	10	&	&	CCONJ
iajs-1952	54	11	appl	appl	PROPN
iajs-1952	54	12	.	.	PUNCT
iajs-1952	55	1	sci	sci	PROPN
iajs-1952	55	2	.	.	PUNCT
iajs-1952	56	1	vol.31	vol.31	PROPN
iajs-1952	56	2	(	(	PUNCT
iajs-1952	56	3	2	2	NUM
iajs-1952	56	4	)	)	SYM
iajs-1952	56	5	2018	2018	NUM
iajs-1952	56	6	figure	figure	NOUN
iajs-1952	56	7	(	(	PUNCT
iajs-1952	56	8	3	3	NUM
iajs-1952	56	9	):	):	PUNCT
iajs-1952	56	10	proposed	propose	VERB
iajs-1952	56	11	scheme	scheme	NOUN
iajs-1952	56	12	of	of	ADP
iajs-1952	56	13	recognition	recognition	NOUN
iajs-1952	56	14	system	system	NOUN
iajs-1952	56	15	steps	step	NOUN
iajs-1952	56	16	to	to	PART
iajs-1952	56	17	implement	implement	VERB
iajs-1952	56	18	the	the	DET
iajs-1952	56	19	proposed	propose	VERB
iajs-1952	56	20	character	character	NOUN
iajs-1952	56	21	recognition	recognition	NOUN
iajs-1952	56	22	system	system	NOUN
iajs-1952	56	23	in	in	ADP
iajs-1952	56	24	this	this	DET
iajs-1952	56	25	research	research	NOUN
iajs-1952	56	26	,	,	PUNCT
iajs-1952	56	27	an	an	DET
iajs-1952	56	28	algorithm	algorithm	NOUN
iajs-1952	56	29	was	be	AUX
iajs-1952	56	30	proposed	propose	VERB
iajs-1952	56	31	to	to	PART
iajs-1952	56	32	distinguish	distinguish	VERB
iajs-1952	56	33	the	the	DET
iajs-1952	56	34	arabic	arabic	ADJ
iajs-1952	56	35	text	text	NOUN
iajs-1952	56	36	printed	print	VERB
iajs-1952	56	37	using	use	VERB
iajs-1952	56	38	the	the	DET
iajs-1952	56	39	hidden	hide	VERB
iajs-1952	56	40	markov	markov	NOUN
iajs-1952	56	41	model	model	NOUN
iajs-1952	56	42	.	.	PUNCT
iajs-1952	57	1	where	where	SCONJ
iajs-1952	57	2	programming	programming	NOUN
iajs-1952	57	3	was	be	AUX
iajs-1952	57	4	done	do	VERB
iajs-1952	57	5	using	use	VERB
iajs-1952	57	6	matlab	matlab	PROPN
iajs-1952	57	7	v	v	ADP
iajs-1952	57	8	7.6	7.6	NUM
iajs-1952	57	9	to	to	PART
iajs-1952	57	10	make	make	VERB
iajs-1952	57	11	(	(	PUNCT
iajs-1952	57	12	recognition	recognition	NOUN
iajs-1952	57	13	)	)	PUNCT
iajs-1952	57	14	training	training	NOUN
iajs-1952	57	15	phase	phase	NOUN
iajs-1952	57	16	the	the	DET
iajs-1952	57	17	system	system	NOUN
iajs-1952	57	18	begins	begin	VERB
iajs-1952	57	19	with	with	ADP
iajs-1952	57	20	the	the	DET
iajs-1952	57	21	training	training	NOUN
iajs-1952	57	22	of	of	ADP
iajs-1952	57	23	hidden	hide	VERB
iajs-1952	57	24	markov	markov	NOUN
iajs-1952	57	25	models	model	NOUN
iajs-1952	57	26	designed	design	VERB
iajs-1952	57	27	and	and	CCONJ
iajs-1952	57	28	included	include	VERB
iajs-1952	57	29	the	the	DET
iajs-1952	57	30	following	follow	VERB
iajs-1952	57	31	steps	step	NOUN
iajs-1952	57	32	segmentation	segmentation	NOUN
iajs-1952	57	33	line	line	NOUN
iajs-1952	57	34	segmentation	segmentation	NOUN
iajs-1952	57	35	segmentation	segmentation	NOUN
iajs-1952	57	36	connected	connect	VERB
iajs-1952	57	37	parts	part	NOUN
iajs-1952	57	38	into	into	ADP
iajs-1952	57	39	characters	character	NOUN
iajs-1952	57	40	features	feature	VERB
iajs-1952	57	41	extraction	extraction	NOUN
iajs-1952	57	42	features	feature	VERB
iajs-1952	57	43	vector	vector	NOUN
iajs-1952	57	44	construction	construction	NOUN
iajs-1952	57	45	observation	observation	NOUN
iajs-1952	57	46	sequence	sequence	NOUN
iajs-1952	57	47	generation	generation	NOUN
iajs-1952	58	1	hmm	hmm	INTJ
iajs-1952	58	2	ch	ch	NOUN
iajs-1952	58	3	primary	primary	NOUN
iajs-1952	58	4	hmm	hmm	INTJ
iajs-1952	58	5	ch	ch	NOUN
iajs-1952	58	6	.	.	PUNCT
iajs-1952	59	1	the	the	DET
iajs-1952	59	2	middel	middel	PROPN
iajs-1952	59	3	primar	primar	PROPN
iajs-1952	59	4	hmm	hmm	INTJ
iajs-1952	59	5	ch	ch	NOUN
iajs-1952	59	6	.	.	PUNCT
iajs-1952	60	1	the	the	DET
iajs-1952	60	2	hmm	hmm	INTJ
iajs-1952	60	3	ch	ch	NOUN
iajs-1952	60	4	separat	separat	PROPN
iajs-1952	60	5	e	e	NOUN
iajs-1952	60	6	probability	probability	NOUN
iajs-1952	60	7	calculation	calculation	NOUN
iajs-1952	60	8	the	the	DET
iajs-1952	60	9	characters	character	NOUN
iajs-1952	60	10	of	of	ADP
iajs-1952	60	11	the	the	DET
iajs-1952	60	12	input	input	NOUN
iajs-1952	60	13	text	text	NOUN
iajs-1952	60	14	forward	forward	ADJ
iajs-1952	60	15	algorithm	algorithm	NOUN
iajs-1952	60	16	entered	enter	VERB
iajs-1952	60	17	image	image	NOUN
iajs-1952	60	18	https://doi.org/10.30526/31.2.1952	https://doi.org/10.30526/31.2.1952	ADP
iajs-1952	60	19	https://doi.org/10.30526/31.2.1952	https://doi.org/10.30526/31.2.1952	PUNCT
iajs-1952	60	20	computer	computer	NOUN
iajs-1952	60	21	|	|	ADV
iajs-1952	60	22	234	234	NUM
iajs-1952	60	23	2018	2018	NUM
iajs-1952	60	24	(	(	PUNCT
iajs-1952	60	25	عام	عام	ADP
iajs-1952	60	26	2	2	NUM
iajs-1952	60	27	(	(	PUNCT
iajs-1952	60	28	العدد	العدد	PROPN
iajs-1952	60	29	)	)	PUNCT
iajs-1952	60	30	31لمجلد	31لمجلد	NUM
iajs-1952	60	31	)	)	PUNCT
iajs-1952	61	1	ا	ا	X
iajs-1952	62	1	مجلة	مجلة	NOUN
iajs-1952	62	2	إبن	إبن	VERB
iajs-1952	62	3	الهيثم	الهيثم	ADJ
iajs-1952	62	4	للعلوم	للعلوم	NOUN
iajs-1952	62	5	الصرفة	الصرفة	NOUN
iajs-1952	63	1	و	و	PRON
iajs-1952	63	2	التطبيقية	التطبيقية	ADJ
iajs-1952	63	3	ibn	ibn	PROPN
iajs-1952	63	4	al	al	PROPN
iajs-1952	63	5	-	-	PUNCT
iajs-1952	63	6	haitham	haitham	PROPN
iajs-1952	63	7	j.	j.	PROPN
iajs-1952	63	8	for	for	ADP
iajs-1952	63	9	pure	pure	PROPN
iajs-1952	63	10	&	&	CCONJ
iajs-1952	63	11	appl	appl	PROPN
iajs-1952	63	12	.	.	PUNCT
iajs-1952	64	1	sci	sci	PROPN
iajs-1952	64	2	.	.	PUNCT
iajs-1952	65	1	vol.31	vol.31	PROPN
iajs-1952	65	2	(	(	PUNCT
iajs-1952	65	3	2	2	NUM
iajs-1952	65	4	)	)	PUNCT
iajs-1952	65	5	2018	2018	NUM
iajs-1952	65	6	insert	insert	VERB
iajs-1952	65	7	the	the	DET
iajs-1952	65	8	image	image	NOUN
iajs-1952	65	9	this	this	DET
iajs-1952	65	10	step	step	NOUN
iajs-1952	65	11	was	be	AUX
iajs-1952	65	12	printed	print	VERB
iajs-1952	65	13	(	(	PUNCT
iajs-1952	65	14	28	28	NUM
iajs-1952	65	15	)	)	PUNCT
iajs-1952	65	16	lines	line	NOUN
iajs-1952	65	17	of	of	ADP
iajs-1952	65	18	text	text	NOUN
iajs-1952	65	19	per	per	ADP
iajs-1952	65	20	line	line	NOUN
iajs-1952	65	21	printed	print	VERB
iajs-1952	65	22	,	,	PUNCT
iajs-1952	65	23	so	so	SCONJ
iajs-1952	65	24	that	that	SCONJ
iajs-1952	65	25	each	each	DET
iajs-1952	65	26	line	line	NOUN
iajs-1952	65	27	of	of	ADP
iajs-1952	65	28	text	text	NOUN
iajs-1952	65	29	includes	include	VERB
iajs-1952	65	30	a	a	DET
iajs-1952	65	31	certain	certain	ADJ
iajs-1952	65	32	character	character	NOUN
iajs-1952	65	33	in	in	ADP
iajs-1952	65	34	all	all	DET
iajs-1952	65	35	its	its	PRON
iajs-1952	65	36	forms	form	NOUN
iajs-1952	65	37	at	at	ADP
iajs-1952	65	38	the	the	DET
iajs-1952	65	39	beginning	beginning	NOUN
iajs-1952	65	40	,	,	PUNCT
iajs-1952	65	41	medal	medal	NOUN
iajs-1952	65	42	or	or	CCONJ
iajs-1952	65	43	end	end	NOUN
iajs-1952	65	44	,	,	PUNCT
iajs-1952	65	45	and	and	CCONJ
iajs-1952	65	46	then	then	ADV
iajs-1952	65	47	storing	store	VERB
iajs-1952	65	48	it	it	PRON
iajs-1952	65	49	as	as	ADP
iajs-1952	65	50	a	a	DET
iajs-1952	65	51	binary	binary	ADJ
iajs-1952	65	52	image	image	NOUN
iajs-1952	65	53	in	in	ADP
iajs-1952	65	54	the	the	DET
iajs-1952	65	55	(	(	PUNCT
iajs-1952	65	56	bmp	bmp	NOUN
iajs-1952	65	57	)	)	PUNCT
iajs-1952	65	58	file	file	NOUN
iajs-1952	65	59	,	,	PUNCT
iajs-1952	65	60	the	the	DET
iajs-1952	65	61	data	datum	NOUN
iajs-1952	65	62	in	in	ADP
iajs-1952	65	63	the	the	DET
iajs-1952	65	64	image	image	NOUN
iajs-1952	65	65	is	be	AUX
iajs-1952	65	66	stored	store	VERB
iajs-1952	65	67	in	in	ADP
iajs-1952	65	68	binary	binary	ADJ
iajs-1952	65	69	format	format	NOUN
iajs-1952	65	70	(	(	PUNCT
iajs-1952	65	71	1,0	1,0	NUM
iajs-1952	65	72	)	)	PUNCT
iajs-1952	65	73	,	,	PUNCT
iajs-1952	65	74	the	the	DET
iajs-1952	65	75	black	black	ADJ
iajs-1952	65	76	dot	dot	NOUN
iajs-1952	65	77	that	that	PRON
iajs-1952	65	78	is	be	AUX
iajs-1952	65	79	part	part	NOUN
iajs-1952	65	80	of	of	ADP
iajs-1952	65	81	the	the	DET
iajs-1952	65	82	pattern	pattern	NOUN
iajs-1952	65	83	is	be	AUX
iajs-1952	65	84	represented	represent	VERB
iajs-1952	65	85	by	by	ADP
iajs-1952	65	86	the	the	DET
iajs-1952	65	87	value	value	NOUN
iajs-1952	65	88	0	0	NUM
iajs-1952	65	89	and	and	CCONJ
iajs-1952	65	90	the	the	DET
iajs-1952	65	91	white	white	ADJ
iajs-1952	65	92	point	point	NOUN
iajs-1952	65	93	is	be	AUX
iajs-1952	65	94	in	in	ADP
iajs-1952	65	95	value	value	NOUN
iajs-1952	65	96	1	1	NUM
iajs-1952	65	97	.	.	PUNCT
iajs-1952	66	1	we	we	PRON
iajs-1952	66	2	did	do	AUX
iajs-1952	66	3	not	not	PART
iajs-1952	66	4	perform	perform	VERB
iajs-1952	66	5	the	the	DET
iajs-1952	66	6	noise	noise	NOUN
iajs-1952	66	7	reduction	reduction	NOUN
iajs-1952	66	8	because	because	SCONJ
iajs-1952	66	9	the	the	DET
iajs-1952	66	10	image	image	NOUN
iajs-1952	66	11	was	be	AUX
iajs-1952	66	12	not	not	PART
iajs-1952	66	13	inserted	insert	VERB
iajs-1952	66	14	by	by	ADP
iajs-1952	66	15	optical	optical	ADJ
iajs-1952	66	16	scanning	scanning	NOUN
iajs-1952	66	17	devices	device	NOUN
iajs-1952	66	18	such	such	ADJ
iajs-1952	66	19	as	as	ADP
iajs-1952	66	20	a	a	DET
iajs-1952	66	21	scanner	scanner	NOUN
iajs-1952	66	22	or	or	CCONJ
iajs-1952	66	23	a	a	DET
iajs-1952	66	24	penlight	penlight	NOUN
iajs-1952	66	25	that	that	PRON
iajs-1952	66	26	causes	cause	VERB
iajs-1952	66	27	noise	noise	NOUN
iajs-1952	66	28	figure	figure	NOUN
iajs-1952	66	29	(	(	PUNCT
iajs-1952	66	30	4	4	NUM
iajs-1952	66	31	):	):	PUNCT
iajs-1952	66	32	is	be	AUX
iajs-1952	66	33	a	a	DET
iajs-1952	66	34	letter	letter	NOUN
iajs-1952	66	35	(	(	PUNCT
iajs-1952	66	36	ب	ب	X
iajs-1952	66	37	)	)	PUNCT
iajs-1952	66	38	in	in	ADP
iajs-1952	66	39	its	its	PRON
iajs-1952	66	40	four	four	NUM
iajs-1952	66	41	forms	form	NOUN
iajs-1952	66	42	cutting	cut	VERB
iajs-1952	66	43	stage	stage	NOUN
iajs-1952	66	44	the	the	DET
iajs-1952	66	45	stage	stage	NOUN
iajs-1952	66	46	of	of	ADP
iajs-1952	66	47	cutting	cut	VERB
iajs-1952	66	48	is	be	AUX
iajs-1952	66	49	an	an	DET
iajs-1952	66	50	important	important	ADJ
iajs-1952	66	51	stage	stage	NOUN
iajs-1952	66	52	within	within	ADP
iajs-1952	66	53	the	the	DET
iajs-1952	66	54	stages	stage	NOUN
iajs-1952	66	55	of	of	ADP
iajs-1952	66	56	the	the	DET
iajs-1952	66	57	system	system	NOUN
iajs-1952	66	58	of	of	ADP
iajs-1952	66	59	distinguishing	distinguish	VERB
iajs-1952	66	60	the	the	DET
iajs-1952	66	61	arabic	arabic	ADJ
iajs-1952	66	62	text	text	NOUN
iajs-1952	66	63	because	because	SCONJ
iajs-1952	66	64	of	of	ADP
iajs-1952	66	65	the	the	DET
iajs-1952	66	66	nature	nature	NOUN
iajs-1952	66	67	of	of	ADP
iajs-1952	66	68	arabic	arabic	ADJ
iajs-1952	66	69	writing	writing	NOUN
iajs-1952	66	70	which	which	PRON
iajs-1952	66	71	require	require	VERB
iajs-1952	66	72	separating	separate	VERB
iajs-1952	66	73	patterns	pattern	NOUN
iajs-1952	66	74	of	of	ADP
iajs-1952	66	75	character	character	NOUN
iajs-1952	66	76	patterns	pattern	NOUN
iajs-1952	66	77	from	from	ADP
iajs-1952	66	78	one	one	NUM
iajs-1952	66	79	another	another	DET
iajs-1952	66	80	.	.	PUNCT
iajs-1952	67	1	two	two	NUM
iajs-1952	67	2	-	-	PUNCT
iajs-1952	67	3	step	step	NOUN
iajs-1952	67	4	automatic	automatic	ADJ
iajs-1952	67	5	shredding	shredding	NOUN
iajs-1952	67	6	is	be	AUX
iajs-1952	67	7	performed	perform	VERB
iajs-1952	67	8	.	.	PUNCT
iajs-1952	68	1	the	the	DET
iajs-1952	68	2	text	text	NOUN
iajs-1952	68	3	line	line	NOUN
iajs-1952	68	4	is	be	AUX
iajs-1952	68	5	cut	cut	VERB
iajs-1952	68	6	into	into	ADP
iajs-1952	68	7	words	word	NOUN
iajs-1952	68	8	and	and	CCONJ
iajs-1952	68	9	/	/	SYM
iajs-1952	68	10	or	or	CCONJ
iajs-1952	68	11	sections	section	NOUN
iajs-1952	68	12	using	use	VERB
iajs-1952	68	13	the	the	DET
iajs-1952	68	14	vertical	vertical	ADJ
iajs-1952	68	15	diagram	diagram	NOUN
iajs-1952	68	16	.	.	PUNCT
iajs-1952	69	1	each	each	DET
iajs-1952	69	2	word	word	NOUN
iajs-1952	69	3	and	and	CCONJ
iajs-1952	69	4	/	/	SYM
iajs-1952	69	5	or	or	CCONJ
iajs-1952	69	6	clip	clip	NOUN
iajs-1952	69	7	is	be	AUX
iajs-1952	69	8	then	then	ADV
iajs-1952	69	9	cut	cut	VERB
iajs-1952	69	10	into	into	ADP
iajs-1952	69	11	its	its	PRON
iajs-1952	69	12	constituent	constituent	NOUN
iajs-1952	69	13	characters	character	NOUN
iajs-1952	69	14	the	the	DET
iajs-1952	69	15	character	character	NOUN
iajs-1952	69	16	assignment	assignment	NOUN
iajs-1952	69	17	is	be	AUX
iajs-1952	69	18	done	do	VERB
iajs-1952	69	19	after	after	ADP
iajs-1952	69	20	the	the	DET
iajs-1952	69	21	start	start	NOUN
iajs-1952	69	22	and	and	CCONJ
iajs-1952	69	23	end	end	NOUN
iajs-1952	69	24	of	of	ADP
iajs-1952	69	25	the	the	DET
iajs-1952	69	26	characterization	characterization	NOUN
iajs-1952	69	27	process	process	NOUN
iajs-1952	69	28	as	as	ADV
iajs-1952	69	29	well	well	ADV
iajs-1952	69	30	as	as	ADP
iajs-1952	69	31	finding	find	VERB
iajs-1952	69	32	:	:	PUNCT
iajs-1952	69	33	1base	1base	NUM
iajs-1952	69	34	line	line	NOUN
iajs-1952	69	35	:	:	PUNCT
iajs-1952	69	36	be	be	AUX
iajs-1952	69	37	at	at	ADP
iajs-1952	69	38	the	the	DET
iajs-1952	69	39	line	line	NOUN
iajs-1952	69	40	that	that	PRON
iajs-1952	69	41	has	have	VERB
iajs-1952	69	42	the	the	DET
iajs-1952	69	43	largest	large	ADJ
iajs-1952	69	44	number	number	NOUN
iajs-1952	69	45	of	of	ADP
iajs-1952	69	46	black	black	ADJ
iajs-1952	69	47	dots	dot	NOUN
iajs-1952	69	48	.	.	PUNCT
iajs-1952	70	1	2top	2top	ADJ
iajs-1952	70	2	line	line	NOUN
iajs-1952	70	3	:	:	PUNCT
iajs-1952	70	4	for	for	ADP
iajs-1952	70	5	each	each	DET
iajs-1952	70	6	column	column	NOUN
iajs-1952	70	7	in	in	ADP
iajs-1952	70	8	the	the	DET
iajs-1952	70	9	section	section	NOUN
iajs-1952	70	10	.	.	PUNCT
iajs-1952	71	1	3bottom	3bottom	NUM
iajs-1952	71	2	line	line	NOUN
iajs-1952	71	3	:	:	PUNCT
iajs-1952	71	4	for	for	ADP
iajs-1952	71	5	each	each	DET
iajs-1952	71	6	column	column	NOUN
iajs-1952	71	7	in	in	ADP
iajs-1952	71	8	the	the	DET
iajs-1952	71	9	section	section	NOUN
iajs-1952	71	10	.	.	PUNCT
iajs-1952	72	1	4threshold	4threshold	NUM
iajs-1952	72	2	:	:	PUNCT
iajs-1952	72	3	corresponds	correspond	VERB
iajs-1952	72	4	to	to	ADP
iajs-1952	72	5	the	the	DET
iajs-1952	72	6	largest	large	ADJ
iajs-1952	72	7	duplicate	duplicate	ADJ
iajs-1952	72	8	value	value	NOUN
iajs-1952	72	9	in	in	ADP
iajs-1952	72	10	the	the	DET
iajs-1952	72	11	histogram	histogram	NOUN
iajs-1952	72	12	for	for	ADP
iajs-1952	72	13	each	each	DET
iajs-1952	72	14	column	column	NOUN
iajs-1952	72	15	created	create	VERB
iajs-1952	72	16	in	in	ADP
iajs-1952	72	17	the	the	DET
iajs-1952	72	18	previous	previous	ADJ
iajs-1952	72	19	chipping	chipping	NOUN
iajs-1952	72	20	step	step	NOUN
iajs-1952	72	21	.	.	PUNCT
iajs-1952	73	1	5number	5number	NUM
iajs-1952	73	2	of	of	ADP
iajs-1952	73	3	vertical	vertical	ADJ
iajs-1952	73	4	transitions	transition	NOUN
iajs-1952	73	5	(	(	PUNCT
iajs-1952	73	6	0	0	NUM
iajs-1952	73	7	,	,	PUNCT
iajs-1952	73	8	1	1	NUM
iajs-1952	73	9	)	)	PUNCT
iajs-1952	73	10	and	and	CCONJ
iajs-1952	73	11	(	(	PUNCT
iajs-1952	73	12	1	1	NUM
iajs-1952	73	13	,	,	PUNCT
iajs-1952	73	14	0	0	NUM
iajs-1952	73	15	)	)	PUNCT
iajs-1952	73	16	the	the	DET
iajs-1952	73	17	end	end	NOUN
iajs-1952	73	18	column	column	NOUN
iajs-1952	73	19	must	must	AUX
iajs-1952	73	20	meet	meet	VERB
iajs-1952	73	21	several	several	ADJ
iajs-1952	73	22	conditions	condition	NOUN
iajs-1952	73	23	.	.	PUNCT
iajs-1952	74	1	the	the	DET
iajs-1952	74	2	start	start	NOUN
iajs-1952	74	3	column	column	NOUN
iajs-1952	74	4	of	of	ADP
iajs-1952	74	5	the	the	DET
iajs-1952	74	6	character	character	NOUN
iajs-1952	74	7	has	have	VERB
iajs-1952	74	8	a	a	DET
iajs-1952	74	9	histogram	histogram	NOUN
iajs-1952	74	10	that	that	PRON
iajs-1952	74	11	is	be	AUX
iajs-1952	74	12	larger	large	ADJ
iajs-1952	74	13	than	than	ADP
iajs-1952	74	14	the	the	DET
iajs-1952	74	15	threshold	threshold	NOUN
iajs-1952	74	16	.	.	PUNCT
iajs-1952	75	1	features	feature	VERB
iajs-1952	75	2	extraction	extraction	NOUN
iajs-1952	75	3	in	in	ADP
iajs-1952	75	4	the	the	DET
iajs-1952	75	5	previous	previous	ADJ
iajs-1952	75	6	stage	stage	NOUN
iajs-1952	75	7	all	all	DET
iajs-1952	75	8	the	the	DET
iajs-1952	75	9	characters	character	NOUN
iajs-1952	75	10	were	be	AUX
iajs-1952	75	11	reached	reach	VERB
iajs-1952	75	12	and	and	CCONJ
iajs-1952	75	13	the	the	DET
iajs-1952	75	14	beginning	beginning	NOUN
iajs-1952	75	15	and	and	CCONJ
iajs-1952	75	16	end	end	NOUN
iajs-1952	75	17	of	of	ADP
iajs-1952	75	18	each	each	DET
iajs-1952	75	19	character	character	NOUN
iajs-1952	75	20	and	and	CCONJ
iajs-1952	75	21	the	the	DET
iajs-1952	75	22	space	space	NOUN
iajs-1952	75	23	occupied	occupy	VERB
iajs-1952	75	24	by	by	ADP
iajs-1952	75	25	the	the	DET
iajs-1952	75	26	character	character	NOUN
iajs-1952	75	27	.	.	PUNCT
iajs-1952	76	1	at	at	ADP
iajs-1952	76	2	this	this	DET
iajs-1952	76	3	stage	stage	NOUN
iajs-1952	76	4	the	the	DET
iajs-1952	76	5	process	process	NOUN
iajs-1952	76	6	of	of	ADP
iajs-1952	76	7	extracting	extract	VERB
iajs-1952	76	8	attributes	attribute	NOUN
iajs-1952	76	9	is	be	AUX
iajs-1952	76	10	carried	carry	VERB
iajs-1952	76	11	out	out	ADP
iajs-1952	76	12	for	for	ADP
iajs-1952	76	13	the	the	DET
iajs-1952	76	14	purpose	purpose	NOUN
iajs-1952	76	15	of	of	ADP
iajs-1952	76	16	generating	generate	VERB
iajs-1952	76	17	a	a	DET
iajs-1952	76	18	series	series	NOUN
iajs-1952	76	19	of	of	ADP
iajs-1952	76	20	observations	observation	NOUN
iajs-1952	76	21	,	,	PUNCT
iajs-1952	76	22	then	then	ADV
iajs-1952	76	23	بغداد	بغداد	NOUN
iajs-1952	76	24	امنا	امنا	PROPN
iajs-1952	76	25	البلد	البلد	NOUN
iajs-1952	76	26	هذا	هذا	NOUN
iajs-1952	76	27	أجعل	أجعل	NOUN
iajs-1952	76	28	رب	رب	PROPN
iajs-1952	76	29	https://doi.org/10.30526/31.2.1952	https://doi.org/10.30526/31.2.1952	PUNCT
iajs-1952	76	30	https://doi.org/10.30526/31.2.1952	https://doi.org/10.30526/31.2.1952	VERB
iajs-1952	76	31	computer	computer	NOUN
iajs-1952	76	32	|	|	ADV
iajs-1952	76	33	235	235	NUM
iajs-1952	76	34	2018	2018	NUM
iajs-1952	76	35	(	(	PUNCT
iajs-1952	76	36	عام	عام	ADP
iajs-1952	76	37	2	2	NUM
iajs-1952	76	38	(	(	PUNCT
iajs-1952	76	39	العدد	العدد	PROPN
iajs-1952	76	40	)	)	PUNCT
iajs-1952	76	41	31لمجلد	31لمجلد	NUM
iajs-1952	76	42	)	)	PUNCT
iajs-1952	77	1	ا	ا	X
iajs-1952	78	1	مجلة	مجلة	NOUN
iajs-1952	78	2	إبن	إبن	VERB
iajs-1952	78	3	الهيثم	الهيثم	ADJ
iajs-1952	78	4	للعلوم	للعلوم	NOUN
iajs-1952	78	5	الصرفة	الصرفة	NOUN
iajs-1952	79	1	و	و	PRON
iajs-1952	79	2	التطبيقية	التطبيقية	ADJ
iajs-1952	79	3	ibn	ibn	PROPN
iajs-1952	79	4	al	al	PROPN
iajs-1952	79	5	-	-	PUNCT
iajs-1952	79	6	haitham	haitham	PROPN
iajs-1952	79	7	j.	j.	PROPN
iajs-1952	79	8	for	for	ADP
iajs-1952	79	9	pure	pure	PROPN
iajs-1952	79	10	&	&	CCONJ
iajs-1952	79	11	appl	appl	PROPN
iajs-1952	79	12	.	.	PUNCT
iajs-1952	80	1	sci	sci	PROPN
iajs-1952	80	2	.	.	PUNCT
iajs-1952	81	1	vol.31	vol.31	PROPN
iajs-1952	81	2	(	(	PUNCT
iajs-1952	81	3	2	2	NUM
iajs-1952	81	4	)	)	PUNCT
iajs-1952	81	5	2018	2018	NUM
iajs-1952	81	6	summoning	summon	VERB
iajs-1952	81	7	a	a	DET
iajs-1952	81	8	model	model	NOUN
iajs-1952	81	9	.	.	PUNCT
iajs-1952	82	1	the	the	DET
iajs-1952	82	2	hidden	hide	VERB
iajs-1952	82	3	markov	markov	NOUN
iajs-1952	82	4	is	be	AUX
iajs-1952	82	5	designed	design	VERB
iajs-1952	82	6	according	accord	VERB
iajs-1952	82	7	to	to	ADP
iajs-1952	82	8	the	the	DET
iajs-1952	82	9	character	character	NOUN
iajs-1952	82	10	location	location	NOUN
iajs-1952	82	11	,	,	PUNCT
iajs-1952	82	12	and	and	CCONJ
iajs-1952	82	13	the	the	DET
iajs-1952	82	14	probability	probability	NOUN
iajs-1952	82	15	of	of	ADP
iajs-1952	82	16	the	the	DET
iajs-1952	82	17	sequence	sequence	NOUN
iajs-1952	82	18	of	of	ADP
iajs-1952	82	19	character	character	NOUN
iajs-1952	82	20	views	view	NOUN
iajs-1952	82	21	will	will	AUX
iajs-1952	82	22	then	then	ADV
iajs-1952	82	23	be	be	AUX
iajs-1952	82	24	calculated	calculate	VERB
iajs-1952	82	25	.and	.and	PUNCT
iajs-1952	82	26	output	output	VERB
iajs-1952	82	27	the	the	DET
iajs-1952	82	28	distinctive	distinctive	ADJ
iajs-1952	82	29	character	character	NOUN
iajs-1952	82	30	.	.	PUNCT
iajs-1952	83	1	repeat	repeat	VERB
iajs-1952	83	2	these	these	DET
iajs-1952	83	3	steps	step	NOUN
iajs-1952	83	4	on	on	ADP
iajs-1952	83	5	the	the	DET
iajs-1952	83	6	rest	rest	NOUN
iajs-1952	83	7	of	of	ADP
iajs-1952	83	8	the	the	DET
iajs-1952	83	9	letters	letter	NOUN
iajs-1952	83	10	sequentially	sequentially	ADV
iajs-1952	83	11	.	.	PUNCT
iajs-1952	84	1	6	6	NUM
iajs-1952	84	2	-	-	SYM
iajs-1952	84	3	1	1	NUM
iajs-1952	84	4	-	-	SYM
iajs-1952	84	5	4	4	NUM
iajs-1952	84	6	features	feature	VERB
iajs-1952	84	7	vector	vector	NOUN
iajs-1952	84	8	the	the	DET
iajs-1952	84	9	vector	vector	NOUN
iajs-1952	84	10	of	of	ADP
iajs-1952	84	11	attributes	attribute	NOUN
iajs-1952	84	12	consists	consist	VERB
iajs-1952	84	13	of	of	ADP
iajs-1952	84	14	(	(	PUNCT
iajs-1952	84	15	8)	8)	NUM
iajs-1952	84	16	eight	eight	NUM
iajs-1952	84	17	variables	variable	NOUN
iajs-1952	84	18	,	,	PUNCT
iajs-1952	84	19	each	each	DET
iajs-1952	84	20	variable	variable	NOUN
iajs-1952	84	21	representing	represent	VERB
iajs-1952	84	22	an	an	DET
iajs-1952	84	23	attribute	attribute	NOUN
iajs-1952	84	24	that	that	PRON
iajs-1952	84	25	we	we	PRON
iajs-1952	84	26	previously	previously	ADV
iajs-1952	84	27	found	find	VERB
iajs-1952	84	28	vector	vector	NOUN
iajs-1952	84	29	elements	element	NOUN
iajs-1952	84	30	a	a	DET
iajs-1952	84	31	)	)	PUNCT
iajs-1952	84	32	number	number	NOUN
iajs-1952	84	33	of	of	ADP
iajs-1952	84	34	transitions	transition	NOUN
iajs-1952	84	35	horizontal	horizontal	ADJ
iajs-1952	84	36	(	(	PUNCT
iajs-1952	84	37	0	0	NUM
iajs-1952	84	38	-	-	SYM
iajs-1952	84	39	1	1	NUM
iajs-1952	84	40	)	)	PUNCT
iajs-1952	84	41	b	b	NOUN
iajs-1952	84	42	)	)	PUNCT
iajs-1952	84	43	number	number	NOUN
iajs-1952	84	44	of	of	ADP
iajs-1952	84	45	points	point	NOUN
iajs-1952	84	46	c	c	NOUN
iajs-1952	84	47	)	)	PUNCT
iajs-1952	84	48	curved	curved	ADJ
iajs-1952	84	49	direction	direction	NOUN
iajs-1952	84	50	d	d	NOUN
iajs-1952	84	51	)	)	PUNCT
iajs-1952	84	52	character	character	NOUN
iajs-1952	84	53	location	location	NOUN
iajs-1952	84	54	e	e	NOUN
iajs-1952	84	55	)	)	PUNCT
iajs-1952	84	56	number	number	NOUN
iajs-1952	84	57	of	of	ADP
iajs-1952	84	58	optical	optical	ADJ
iajs-1952	84	59	dots	dot	NOUN
iajs-1952	84	60	black	black	ADJ
iajs-1952	84	61	over	over	ADP
iajs-1952	84	62	the	the	DET
iajs-1952	84	63	line	line	NOUN
iajs-1952	84	64	basis	basis	NOUN
iajs-1952	84	65	f	f	NOUN
iajs-1952	84	66	)	)	PUNCT
iajs-1952	84	67	number	number	NOUN
iajs-1952	84	68	of	of	ADP
iajs-1952	84	69	transitions	transition	NOUN
iajs-1952	84	70	vertical	vertical	ADJ
iajs-1952	84	71	(	(	PUNCT
iajs-1952	84	72	0	0	NUM
iajs-1952	84	73	-	-	SYM
iajs-1952	84	74	1	1	NUM
iajs-1952	84	75	)	)	PUNCT
iajs-1952	84	76	g	g	NOUN
iajs-1952	84	77	)	)	PUNCT
iajs-1952	84	78	the	the	DET
iajs-1952	84	79	existence	existence	NOUN
iajs-1952	84	80	of	of	ADP
iajs-1952	84	81	the	the	DET
iajs-1952	84	82	point	point	NOUN
iajs-1952	84	83	h	h	NOUN
iajs-1952	84	84	)	)	PUNCT
iajs-1952	84	85	the	the	DET
iajs-1952	84	86	presence	presence	NOUN
iajs-1952	84	87	of	of	ADP
iajs-1952	84	88	the	the	DET
iajs-1952	84	89	loop	loop	NOUN
iajs-1952	84	90	figure	figure	NOUN
iajs-1952	84	91	(	(	PUNCT
iajs-1952	84	92	5	5	NUM
iajs-1952	84	93	):	):	PUNCT
iajs-1952	84	94	vector	vector	NOUN
iajs-1952	84	95	features	feature	NOUN
iajs-1952	84	96	and	and	CCONJ
iajs-1952	84	97	elements	element	NOUN
iajs-1952	84	98	6	6	NUM
iajs-1952	84	99	-	-	SYM
iajs-1952	84	100	1	1	NUM
iajs-1952	84	101	-	-	SYM
iajs-1952	84	102	5	5	NUM
iajs-1952	84	103	represent	represent	ADJ
iajs-1952	84	104	elements	element	NOUN
iajs-1952	84	105	of	of	ADP
iajs-1952	84	106	the	the	DET
iajs-1952	84	107	hidden	hide	VERB
iajs-1952	84	108	markov	markov	NOUN
iajs-1952	84	109	model	model	NOUN
iajs-1952	84	110	four	four	NUM
iajs-1952	84	111	models	model	NOUN
iajs-1952	84	112	were	be	AUX
iajs-1952	84	113	designed	design	VERB
iajs-1952	84	114	to	to	PART
iajs-1952	84	115	distinguish	distinguish	VERB
iajs-1952	84	116	the	the	DET
iajs-1952	84	117	printed	print	VERB
iajs-1952	84	118	arabic	arabic	ADJ
iajs-1952	84	119	text	text	NOUN
iajs-1952	84	120	by	by	ADP
iajs-1952	84	121	the	the	DET
iajs-1952	84	122	location	location	NOUN
iajs-1952	84	123	of	of	ADP
iajs-1952	84	124	the	the	DET
iajs-1952	84	125	letter	letter	NOUN
iajs-1952	84	126	in	in	ADP
iajs-1952	84	127	the	the	DET
iajs-1952	84	128	word	word	NOUN
iajs-1952	84	129	(	(	PUNCT
iajs-1952	84	130	primary	primary	ADJ
iajs-1952	84	131	,	,	PUNCT
iajs-1952	84	132	intermediate	intermediate	ADJ
iajs-1952	84	133	,	,	PUNCT
iajs-1952	84	134	final	final	ADJ
iajs-1952	84	135	,	,	PUNCT
iajs-1952	84	136	or	or	CCONJ
iajs-1952	84	137	separate	separate	ADJ
iajs-1952	84	138	)	)	PUNCT
iajs-1952	84	139	.	.	PUNCT
iajs-1952	85	1	the	the	DET
iajs-1952	85	2	markov	markov	NOUN
iajs-1952	85	3	sample	sample	NOUN
iajs-1952	85	4	type	type	NOUN
iajs-1952	85	5	used	use	VERB
iajs-1952	85	6	is	be	AUX
iajs-1952	85	7	a	a	DET
iajs-1952	85	8	left	leave	VERB
iajs-1952	85	9	-	-	PUNCT
iajs-1952	85	10	to	to	ADP
iajs-1952	85	11	-	-	PUNCT
iajs-1952	85	12	right	right	ADJ
iajs-1952	85	13	parallel	parallel	ADJ
iajs-1952	85	14	mode	mode	NOUN
iajs-1952	85	15	.	.	PUNCT
iajs-1952	86	1	6	6	NUM
iajs-1952	86	2	-	-	SYM
iajs-1952	86	3	1	1	NUM
iajs-1952	86	4	-	-	SYM
iajs-1952	86	5	6	6	NUM
iajs-1952	86	6	elements	element	NOUN
iajs-1952	86	7	of	of	ADP
iajs-1952	86	8	the	the	DET
iajs-1952	86	9	hidden	hide	VERB
iajs-1952	86	10	markov	markov	NOUN
iajs-1952	86	11	model	model	NOUN
iajs-1952	86	12	designed	design	VERB
iajs-1952	86	13	for	for	ADP
iajs-1952	86	14	the	the	DET
iajs-1952	86	15	initial	initial	ADJ
iajs-1952	86	16	character	character	NOUN
iajs-1952	86	17	elements	element	NOUN
iajs-1952	86	18	of	of	ADP
iajs-1952	86	19	markov	markov	NOUN
iajs-1952	86	20	's	's	PART
iajs-1952	86	21	hidden	hide	VERB
iajs-1952	86	22	model	model	NOUN
iajs-1952	86	23	of	of	ADP
iajs-1952	86	24	the	the	DET
iajs-1952	86	25	primary	primary	ADJ
iajs-1952	86	26	character	character	NOUN
iajs-1952	86	27	are	be	AUX
iajs-1952	86	28	as	as	SCONJ
iajs-1952	86	29	follows	follow	VERB
iajs-1952	86	30	:	:	PUNCT
iajs-1952	86	31	number	number	NOUN
iajs-1952	86	32	of	of	ADP
iajs-1952	86	33	optical	optical	ADJ
iajs-1952	86	34	dots	dot	NOUN
iajs-1952	86	35	black	black	ADJ
iajs-1952	86	36	over	over	ADP
iajs-1952	86	37	the	the	DET
iajs-1952	86	38	line	line	NOUN
iajs-1952	86	39	basis	basis	NOUN
iajs-1952	86	40	number	number	NOUN
iajs-1952	86	41	of	of	ADP
iajs-1952	86	42	transitions	transition	NOUN
iajs-1952	86	43	horizontal	horizontal	ADJ
iajs-1952	86	44	(	(	PUNCT
iajs-1952	86	45	0	0	NUM
iajs-1952	86	46	-	-	SYM
iajs-1952	86	47	1	1	NUM
iajs-1952	86	48	)	)	PUNCT
iajs-1952	86	49	number	number	NOUN
iajs-1952	86	50	of	of	ADP
iajs-1952	86	51	transitions	transition	NOUN
iajs-1952	86	52	vertical	vertical	ADJ
iajs-1952	86	53	(	(	PUNCT
iajs-1952	86	54	0	0	NUM
iajs-1952	86	55	-	-	SYM
iajs-1952	86	56	1	1	NUM
iajs-1952	86	57	)	)	PUNCT
iajs-1952	86	58	number	number	NOUN
iajs-1952	86	59	of	of	ADP
iajs-1952	86	60	points	point	NOUN
iajs-1952	86	61	the	the	DET
iajs-1952	86	62	existence	existence	NOUN
iajs-1952	86	63	of	of	ADP
iajs-1952	86	64	the	the	DET
iajs-1952	86	65	point	point	NOUN
iajs-1952	86	66	curved	curved	ADJ
iajs-1952	86	67	direction	direction	NOUN
iajs-1952	86	68	the	the	DET
iajs-1952	86	69	presence	presence	NOUN
iajs-1952	86	70	of	of	ADP
iajs-1952	86	71	the	the	DET
iajs-1952	86	72	loop	loop	NOUN
iajs-1952	86	73	character	character	NOUN
iajs-1952	86	74	location	location	NOUN
iajs-1952	86	75	https://doi.org/10.30526/31.2.1952	https://doi.org/10.30526/31.2.1952	PUNCT
iajs-1952	86	76	https://doi.org/10.30526/31.2.1952	https://doi.org/10.30526/31.2.1952	PUNCT
iajs-1952	86	77	computer	computer	NOUN
iajs-1952	86	78	|	|	ADV
iajs-1952	86	79	236	236	NUM
iajs-1952	86	80	2018	2018	NUM
iajs-1952	86	81	(	(	PUNCT
iajs-1952	86	82	عام	عام	ADP
iajs-1952	86	83	2	2	NUM
iajs-1952	86	84	(	(	PUNCT
iajs-1952	86	85	العدد	العدد	PROPN
iajs-1952	86	86	)	)	PUNCT
iajs-1952	86	87	31لمجلد	31لمجلد	NUM
iajs-1952	86	88	)	)	PUNCT
iajs-1952	87	1	ا	ا	X
iajs-1952	88	1	مجلة	مجلة	NOUN
iajs-1952	88	2	إبن	إبن	VERB
iajs-1952	88	3	الهيثم	الهيثم	ADJ
iajs-1952	88	4	للعلوم	للعلوم	NOUN
iajs-1952	88	5	الصرفة	الصرفة	NOUN
iajs-1952	89	1	و	و	PRON
iajs-1952	89	2	التطبيقية	التطبيقية	ADJ
iajs-1952	89	3	ibn	ibn	PROPN
iajs-1952	89	4	al	al	PROPN
iajs-1952	89	5	-	-	PUNCT
iajs-1952	89	6	haitham	haitham	PROPN
iajs-1952	89	7	j.	j.	PROPN
iajs-1952	89	8	for	for	ADP
iajs-1952	89	9	pure	pure	PROPN
iajs-1952	89	10	&	&	CCONJ
iajs-1952	89	11	appl	appl	PROPN
iajs-1952	89	12	.	.	PUNCT
iajs-1952	90	1	sci	sci	PROPN
iajs-1952	90	2	.	.	PUNCT
iajs-1952	91	1	vol.31	vol.31	PROPN
iajs-1952	91	2	(	(	PUNCT
iajs-1952	91	3	2	2	NUM
iajs-1952	91	4	)	)	PUNCT
iajs-1952	91	5	2018	2018	NUM
iajs-1952	91	6	first	first	ADV
iajs-1952	91	7	,	,	PUNCT
iajs-1952	91	8	the	the	DET
iajs-1952	91	9	possibility	possibility	NOUN
iajs-1952	91	10	of	of	ADP
iajs-1952	91	11	distribution	distribution	NOUN
iajs-1952	91	12	of	of	ADP
iajs-1952	91	13	the	the	DET
iajs-1952	91	14	primary	primary	ADJ
iajs-1952	91	15	case	case	NOUN
iajs-1952	91	16	is	be	AUX
iajs-1952	91	17	the	the	DET
iajs-1952	91	18	possibility	possibility	NOUN
iajs-1952	91	19	of	of	ADP
iajs-1952	91	20	the	the	DET
iajs-1952	91	21	occurrence	occurrence	NOUN
iajs-1952	91	22	of	of	ADP
iajs-1952	91	23	the	the	DET
iajs-1952	91	24	situation	situation	NOUN
iajs-1952	91	25	mi	mi	PROPN
iajs-1952	91	26	when	when	SCONJ
iajs-1952	91	27	i=1,2	i=1,2	ADJ
iajs-1952	91	28	,	,	PUNCT
iajs-1952	91	29	…	…	PUNCT
iajs-1952	91	30	9	9	NUM
iajs-1952	91	31	in	in	ADP
iajs-1952	91	32	time	time	NOUN
iajs-1952	91	33	(	(	PUNCT
iajs-1952	91	34	t	t	NOUN
iajs-1952	91	35	)	)	PUNCT
iajs-1952	91	36	it	it	PRON
iajs-1952	91	37	is	be	AUX
iajs-1952	91	38	placed	place	VERB
iajs-1952	91	39	in	in	ADP
iajs-1952	91	40	a	a	DET
iajs-1952	91	41	vector	vector	NOUN
iajs-1952	91	42	(	(	PUNCT
iajs-1952	91	43	a	a	X
iajs-1952	91	44	)	)	PUNCT
iajs-1952	91	45	be	be	AUX
iajs-1952	91	46	dimensions	dimension	NOUN
iajs-1952	91	47	1	1	NUM
iajs-1952	91	48	x	x	SYM
iajs-1952	91	49	n	n	X
iajs-1952	91	50	where	where	SCONJ
iajs-1952	91	51	(	(	PUNCT
iajs-1952	91	52	n	n	CCONJ
iajs-1952	91	53	)	)	PUNCT
iajs-1952	91	54	represents	represent	VERB
iajs-1952	91	55	the	the	DET
iajs-1952	91	56	number	number	NOUN
iajs-1952	91	57	of	of	ADP
iajs-1952	91	58	cases	case	NOUN
iajs-1952	91	59	,	,	PUNCT
iajs-1952	91	60	n=9	n=9	PROPN
iajs-1952	91	61	.	.	PUNCT
iajs-1952	91	62	a=	a=	PROPN
iajs-1952	92	1	[	[	X
iajs-1952	92	2	1.0	1.0	NUM
iajs-1952	92	3	0	0	NUM
iajs-1952	92	4	0	0	NUM
iajs-1952	92	5	0	0	NUM
iajs-1952	92	6	0	0	NUM
iajs-1952	92	7	0	0	NUM
iajs-1952	92	8	0	0	NUM
iajs-1952	92	9	0	0	NUM
iajs-1952	92	10	0	0	NUM
iajs-1952	92	11	]	]	X
iajs-1952	92	12	second	second	ADJ
iajs-1952	92	13	:	:	PUNCT
iajs-1952	92	14	matrix	matrix	NOUN
iajs-1952	92	15	probability	probability	NOUN
iajs-1952	92	16	of	of	ADP
iajs-1952	92	17	transition	transition	NOUN
iajs-1952	92	18	between	between	ADP
iajs-1952	92	19	previous	previous	ADJ
iajs-1952	92	20	cases	case	NOUN
iajs-1952	92	21	in	in	ADP
iajs-1952	92	22	the	the	DET
iajs-1952	92	23	vector	vector	NOUN
iajs-1952	92	24	(	(	PUNCT
iajs-1952	92	25	a	a	NOUN
iajs-1952	92	26	)	)	PUNCT
iajs-1952	92	27	size	size	NOUN
iajs-1952	92	28	=	=	SYM
iajs-1952	92	29	n	n	NOUN
iajs-1952	92	30	x	x	SYM
iajs-1952	92	31	n	n	CCONJ
iajs-1952	92	32	according	accord	VERB
iajs-1952	92	33	to	to	ADP
iajs-1952	92	34	the	the	DET
iajs-1952	92	35	proposed	propose	VERB
iajs-1952	92	36	model	model	NOUN
iajs-1952	92	37	was	be	AUX
iajs-1952	92	38	its	its	PRON
iajs-1952	92	39	size	size	NOUN
iajs-1952	92	40	(	(	PUNCT
iajs-1952	92	41	9	9	NUM
iajs-1952	92	42	x	x	SYM
iajs-1952	92	43	9	9	NUM
iajs-1952	92	44	)	)	PUNCT
iajs-1952	92	45	.	.	PUNCT
iajs-1952	93	1	the	the	DET
iajs-1952	93	2	table	table	NOUN
iajs-1952	93	3	shows	show	VERB
iajs-1952	93	4	the	the	DET
iajs-1952	93	5	values	value	NOUN
iajs-1952	93	6	of	of	ADP
iajs-1952	93	7	the	the	DET
iajs-1952	93	8	vector	vector	NOUN
iajs-1952	93	9	(	(	PUNCT
iajs-1952	93	10	a	a	NOUN
iajs-1952	93	11	)	)	PUNCT
iajs-1952	93	12	.	.	PUNCT
iajs-1952	94	1	table	table	NOUN
iajs-1952	94	2	(	(	PUNCT
iajs-1952	94	3	1	1	NUM
iajs-1952	94	4	):	):	PUNCT
iajs-1952	94	5	the	the	DET
iajs-1952	94	6	probability	probability	NOUN
iajs-1952	94	7	of	of	ADP
iajs-1952	94	8	transition	transition	NOUN
iajs-1952	94	9	between	between	ADP
iajs-1952	94	10	cases	case	NOUN
iajs-1952	94	11	of	of	ADP
iajs-1952	94	12	the	the	DET
iajs-1952	94	13	primary	primary	ADJ
iajs-1952	94	14	character	character	NOUN
iajs-1952	94	15	state	state	PROPN
iajs-1952	94	16	m1	m1	PROPN
iajs-1952	94	17	m2	m2	PROPN
iajs-1952	94	18	m3	m3	PROPN
iajs-1952	94	19	m4	m4	PROPN
iajs-1952	94	20	m5	m5	PROPN
iajs-1952	94	21	m6	m6	PROPN
iajs-1952	94	22	m7	m7	PROPN
iajs-1952	94	23	m8	m8	PROPN
iajs-1952	94	24	m9	m9	PROPN
iajs-1952	94	25	m1	m1	PROPN
iajs-1952	94	26	0	0	NUM
iajs-1952	94	27	0.3636	0.3636	NUM
iajs-1952	94	28	0.6365	0.6365	NUM
iajs-1952	94	29	0	0	NUM
iajs-1952	94	30	0	0	NUM
iajs-1952	94	31	0	0	NUM
iajs-1952	94	32	0	0	NUM
iajs-1952	94	33	0	0	NUM
iajs-1952	94	34	0	0	NUM
iajs-1952	95	1	m2	m2	PROPN
iajs-1952	95	2	0	0	NUM
iajs-1952	95	3	0	0	NUM
iajs-1952	95	4	0	0	NUM
iajs-1952	95	5	0.5	0.5	NUM
iajs-1952	95	6	0.5	0.5	NUM
iajs-1952	95	7	0	0	NUM
iajs-1952	95	8	0	0	NUM
iajs-1952	95	9	0	0	NUM
iajs-1952	95	10	0	0	NUM
iajs-1952	95	11	m3	m3	PROPN
iajs-1952	95	12	0	0	NUM
iajs-1952	95	13	0	0	NUM
iajs-1952	95	14	0	0	NUM
iajs-1952	95	15	0.6430	0.6430	NUM
iajs-1952	95	16	0.3570	0.3570	NUM
iajs-1952	95	17	0	0	NUM
iajs-1952	95	18	0	0	NUM
iajs-1952	95	19	0	0	NUM
iajs-1952	95	20	0	0	NUM
iajs-1952	95	21	m4	m4	PROPN
iajs-1952	95	22	0	0	NUM
iajs-1952	95	23	0	0	NUM
iajs-1952	95	24	0	0	NUM
iajs-1952	95	25	0	0	NUM
iajs-1952	95	26	0	0	NUM
iajs-1952	95	27	1.0	1.0	NUM
iajs-1952	95	28	0	0	NUM
iajs-1952	95	29	0	0	NUM
iajs-1952	95	30	0	0	NUM
iajs-1952	95	31	m5	m5	NOUN
iajs-1952	95	32	0	0	NUM
iajs-1952	95	33	0	0	NUM
iajs-1952	95	34	0	0	NUM
iajs-1952	95	35	0	0	NUM
iajs-1952	95	36	0	0	NUM
iajs-1952	95	37	0	0	NUM
iajs-1952	95	38	0.2222	0.2222	NUM
iajs-1952	95	39	0.2222	0.2222	NUM
iajs-1952	95	40	0.5557	0.5557	NUM
iajs-1952	95	41	m6	m6	ADJ
iajs-1952	95	42	0	0	NUM
iajs-1952	95	43	0	0	NUM
iajs-1952	95	44	0	0	NUM
iajs-1952	95	45	0	0	NUM
iajs-1952	95	46	0	0	NUM
iajs-1952	95	47	0	0	NUM
iajs-1952	95	48	0	0	NUM
iajs-1952	95	49	0.3077	0.3077	NUM
iajs-1952	95	50	0.6923	0.6923	NUM
iajs-1952	95	51	m7	m7	NOUN
iajs-1952	95	52	0	0	NUM
iajs-1952	95	53	0	0	NUM
iajs-1952	95	54	0	0	NUM
iajs-1952	95	55	0	0	NUM
iajs-1952	95	56	0	0	NUM
iajs-1952	95	57	0	0	NUM
iajs-1952	95	58	0	0	NUM
iajs-1952	95	59	1.0	1.0	NUM
iajs-1952	95	60	m8	m8	NOUN
iajs-1952	95	61	0	0	NUM
iajs-1952	95	62	0	0	NUM
iajs-1952	95	63	0	0	NUM
iajs-1952	95	64	0	0	NUM
iajs-1952	95	65	0	0	NUM
iajs-1952	95	66	0	0	NUM
iajs-1952	95	67	0	0	NUM
iajs-1952	95	68	1.0	1.0	NUM
iajs-1952	95	69	m9	m9	NOUN
iajs-1952	95	70	0	0	NUM
iajs-1952	95	71	0	0	NUM
iajs-1952	95	72	0	0	NUM
iajs-1952	95	73	0	0	NUM
iajs-1952	95	74	0	0	NUM
iajs-1952	95	75	0	0	NUM
iajs-1952	95	76	0	0	NUM
iajs-1952	95	77	1.0	1.0	NUM
iajs-1952	95	78	followed	follow	VERB
iajs-1952	95	79	by	by	ADP
iajs-1952	95	80	a	a	DET
iajs-1952	95	81	probability	probability	NOUN
iajs-1952	95	82	distribution	distribution	NOUN
iajs-1952	95	83	account	account	NOUN
iajs-1952	95	84	for	for	ADP
iajs-1952	95	85	the	the	DET
iajs-1952	95	86	path	path	NOUN
iajs-1952	95	87	of	of	ADP
iajs-1952	95	88	view	view	NOUN
iajs-1952	95	89	codes	code	NOUN
iajs-1952	95	90	for	for	ADP
iajs-1952	95	91	the	the	DET
iajs-1952	95	92	same	same	ADJ
iajs-1952	95	93	characters	character	NOUN
iajs-1952	95	94	in	in	ADP
iajs-1952	95	95	their	their	PRON
iajs-1952	95	96	other	other	ADJ
iajs-1952	95	97	locations	location	NOUN
iajs-1952	95	98	where	where	SCONJ
iajs-1952	95	99	a	a	DET
iajs-1952	95	100	matrix	matrix	NOUN
iajs-1952	95	101	of	of	ADP
iajs-1952	95	102	observations	observation	NOUN
iajs-1952	95	103	is	be	AUX
iajs-1952	95	104	called	call	VERB
iajs-1952	95	105	b	b	ADP
iajs-1952	95	106	this	this	DET
iajs-1952	95	107	matrix	matrix	NOUN
iajs-1952	95	108	consists	consist	VERB
iajs-1952	95	109	of	of	ADP
iajs-1952	95	110	n	n	NOUN
iajs-1952	95	111	x	x	NOUN
iajs-1952	95	112	m	m	PROPN
iajs-1952	95	113	,	,	PUNCT
iajs-1952	95	114	n=9	n=9	PROPN
iajs-1952	95	115	and	and	CCONJ
iajs-1952	95	116	m=17	m=17	VERB
iajs-1952	95	117	where	where	SCONJ
iajs-1952	95	118	(	(	PUNCT
iajs-1952	95	119	n	n	CCONJ
iajs-1952	95	120	)	)	PUNCT
iajs-1952	95	121	represents	represent	VERB
iajs-1952	95	122	the	the	DET
iajs-1952	95	123	number	number	NOUN
iajs-1952	95	124	of	of	ADP
iajs-1952	95	125	instances	instance	NOUN
iajs-1952	95	126	of	of	ADP
iajs-1952	95	127	hidden	hide	VERB
iajs-1952	95	128	markov	markov	NOUN
iajs-1952	95	129	model	model	NOUN
iajs-1952	95	130	(	(	PUNCT
iajs-1952	95	131	hmm	hmm	INTJ
iajs-1952	95	132	)	)	PUNCT
iajs-1952	95	133	designer	designer	NOUN
iajs-1952	95	134	,	,	PUNCT
iajs-1952	95	135	and	and	CCONJ
iajs-1952	95	136	(	(	PUNCT
iajs-1952	95	137	m	m	NOUN
iajs-1952	95	138	)	)	PUNCT
iajs-1952	95	139	represents	represent	VERB
iajs-1952	95	140	the	the	DET
iajs-1952	95	141	number	number	NOUN
iajs-1952	95	142	of	of	ADP
iajs-1952	95	143	expected	expect	VERB
iajs-1952	95	144	view	view	NOUN
iajs-1952	95	145	codes	code	NOUN
iajs-1952	95	146	in	in	ADP
iajs-1952	95	147	each	each	DET
iajs-1952	95	148	case	case	NOUN
iajs-1952	95	149	,	,	PUNCT
iajs-1952	95	150	as	as	SCONJ
iajs-1952	95	151	shown	show	VERB
iajs-1952	95	152	in	in	ADP
iajs-1952	95	153	the	the	DET
iajs-1952	95	154	table	table	NOUN
iajs-1952	95	155	(	(	PUNCT
iajs-1952	95	156	2	2	NUM
iajs-1952	95	157	)	)	PUNCT
iajs-1952	95	158	below	below	ADV
iajs-1952	95	159	.	.	PUNCT
iajs-1952	96	1	table	table	NOUN
iajs-1952	96	2	(	(	PUNCT
iajs-1952	96	3	2	2	NUM
iajs-1952	96	4	):	):	PUNCT
iajs-1952	96	5	probability	probability	NOUN
iajs-1952	96	6	distribution	distribution	NOUN
iajs-1952	96	7	of	of	ADP
iajs-1952	96	8	views	view	NOUN
iajs-1952	96	9	primary	primary	ADJ
iajs-1952	96	10	character	character	NOUN
iajs-1952	96	11	stat	stat	NOUN
iajs-1952	96	12	e	e	NOUN
iajs-1952	96	13	1	1	NUM
iajs-1952	96	14	2	2	NUM
iajs-1952	96	15	3	3	NUM
iajs-1952	96	16	4	4	NUM
iajs-1952	96	17	5	5	NUM
iajs-1952	96	18	6	6	NUM
iajs-1952	96	19	7	7	NUM
iajs-1952	96	20	8	8	NUM
iajs-1952	96	21	9	9	NUM
iajs-1952	96	22	10	10	NUM
iajs-1952	96	23	11	11	NUM
iajs-1952	96	24	12	12	NUM
iajs-1952	96	25	13	13	NUM
iajs-1952	96	26	14	14	NUM
iajs-1952	96	27	15	15	NUM
iajs-1952	96	28	16	16	NUM
iajs-1952	96	29	17	17	NUM
iajs-1952	96	30	m1	m1	NOUN
iajs-1952	96	31	1	1	NUM
iajs-1952	96	32	.	.	NOUN
iajs-1952	96	33	0	0	NUM
iajs-1952	96	34	0	0	NUM
iajs-1952	96	35	0	0	NUM
iajs-1952	96	36	0	0	NUM
iajs-1952	96	37	0	0	NUM
iajs-1952	96	38	0	0	NUM
iajs-1952	96	39	0	0	NUM
iajs-1952	96	40	0	0	NUM
iajs-1952	96	41	0	0	NUM
iajs-1952	96	42	0	0	NUM
iajs-1952	96	43	0	0	NUM
iajs-1952	96	44	0	0	NUM
iajs-1952	96	45	0	0	NUM
iajs-1952	96	46	0	0	NUM
iajs-1952	96	47	0	0	NUM
iajs-1952	96	48	0	0	NUM
iajs-1952	96	49	0	0	NUM
iajs-1952	97	1	m2	m2	PROPN
iajs-1952	97	2	0	0	NUM
iajs-1952	97	3	0.37	0.37	NUM
iajs-1952	97	4	5	5	NUM
iajs-1952	97	5	0.375	0.375	NUM
iajs-1952	97	6	0.25	0.25	NUM
iajs-1952	97	7	0	0	NUM
iajs-1952	97	8	0	0	NUM
iajs-1952	97	9	0	0	NUM
iajs-1952	97	10	0	0	NUM
iajs-1952	97	11	0	0	NUM
iajs-1952	97	12	0	0	NUM
iajs-1952	97	13	0	0	NUM
iajs-1952	97	14	0	0	NUM
iajs-1952	97	15	0	0	NUM
iajs-1952	97	16	0	0	NUM
iajs-1952	97	17	0	0	NUM
iajs-1952	97	18	0	0	NUM
iajs-1952	97	19	0	0	NUM
iajs-1952	97	20	m3	m3	PROPN
iajs-1952	97	21	0	0	NUM
iajs-1952	97	22	0.643	0.643	NUM
iajs-1952	97	23	0	0	NUM
iajs-1952	97	24	0.14	0.14	NUM
iajs-1952	97	25	3	3	NUM
iajs-1952	97	26	0.071	0.071	NUM
iajs-1952	97	27	3	3	NUM
iajs-1952	97	28	0.643	0.643	NUM
iajs-1952	97	29	0	0	NUM
iajs-1952	97	30	0	0	NUM
iajs-1952	97	31	0	0	NUM
iajs-1952	97	32	0	0	NUM
iajs-1952	97	33	0	0	NUM
iajs-1952	97	34	0	0	NUM
iajs-1952	97	35	0	0	NUM
iajs-1952	97	36	0	0	NUM
iajs-1952	97	37	0	0	NUM
iajs-1952	97	38	0	0	NUM
iajs-1952	97	39	0	0	NUM
iajs-1952	97	40	0	0	NUM
iajs-1952	97	41	m4	m4	PROPN
iajs-1952	97	42	0	0	NUM
iajs-1952	97	43	0	0	NUM
iajs-1952	97	44	0	0	NUM
iajs-1952	97	45	0	0	NUM
iajs-1952	97	46	0	0	NUM
iajs-1952	97	47	0	0	NUM
iajs-1952	97	48	0.769	0.769	NUM
iajs-1952	97	49	2	2	NUM
iajs-1952	97	50	0.230	0.230	NUM
iajs-1952	97	51	8	8	NUM
iajs-1952	97	52	0	0	NUM
iajs-1952	97	53	0	0	NUM
iajs-1952	97	54	0	0	NUM
iajs-1952	97	55	0	0	NUM
iajs-1952	97	56	0	0	NUM
iajs-1952	97	57	0	0	NUM
iajs-1952	97	58	0	0	NUM
iajs-1952	97	59	0	0	NUM
iajs-1952	97	60	0	0	NUM
iajs-1952	97	61	m5	m5	NOUN
iajs-1952	97	62	0	0	NUM
iajs-1952	97	63	0	0	NUM
iajs-1952	97	64	0	0	NUM
iajs-1952	97	65	0	0	NUM
iajs-1952	97	66	0	0	NUM
iajs-1952	97	67	0	0	NUM
iajs-1952	97	68	0	0	NUM
iajs-1952	97	69	0	0	NUM
iajs-1952	97	70	1	1	NUM
iajs-1952	97	71	.	.	NOUN
iajs-1952	97	72	0	0	NUM
iajs-1952	97	73	0	0	NUM
iajs-1952	97	74	0	0	NUM
iajs-1952	97	75	0	0	NUM
iajs-1952	97	76	0	0	NUM
iajs-1952	97	77	0	0	NUM
iajs-1952	97	78	0	0	NUM
iajs-1952	97	79	0	0	SYM
iajs-1952	97	80	0	0	NUM
iajs-1952	97	81	m6	m6	ADJ
iajs-1952	97	82	0	0	NUM
iajs-1952	97	83	0	0	NUM
iajs-1952	97	84	0	0	NUM
iajs-1952	97	85	0	0	NUM
iajs-1952	97	86	0	0	NUM
iajs-1952	97	87	0	0	NUM
iajs-1952	97	88	0	0	NUM
iajs-1952	97	89	0	0	NUM
iajs-1952	97	90	0	0	NUM
iajs-1952	98	1	0.615	0.615	NUM
iajs-1952	98	2	4	4	NUM
iajs-1952	98	3	0.230	0.230	NUM
iajs-1952	98	4	8	8	NUM
iajs-1952	98	5	0.153	0.153	NUM
iajs-1952	98	6	8	8	NUM
iajs-1952	98	7	0	0	NUM
iajs-1952	98	8	0	0	NUM
iajs-1952	98	9	0	0	NUM
iajs-1952	98	10	0	0	SYM
iajs-1952	98	11	0	0	NUM
iajs-1952	98	12	m7	m7	NOUN
iajs-1952	98	13	0	0	NUM
iajs-1952	98	14	0	0	NUM
iajs-1952	98	15	0	0	NUM
iajs-1952	98	16	0	0	NUM
iajs-1952	98	17	0	0	NUM
iajs-1952	98	18	0	0	NUM
iajs-1952	98	19	0	0	NUM
iajs-1952	98	20	0	0	NUM
iajs-1952	98	21	0	0	NUM
iajs-1952	98	22	0	0	NUM
iajs-1952	98	23	0	0	NUM
iajs-1952	98	24	0	0	NUM
iajs-1952	98	25	0.5	0.5	NUM
iajs-1952	98	26	0.5	0.5	NUM
iajs-1952	98	27	0	0	NUM
iajs-1952	98	28	0	0	NUM
iajs-1952	98	29	0	0	NUM
iajs-1952	99	1	m8	m8	NOUN
iajs-1952	99	2	0	0	NUM
iajs-1952	99	3	0	0	NUM
iajs-1952	99	4	0	0	NUM
iajs-1952	99	5	0	0	NUM
iajs-1952	99	6	0	0	NUM
iajs-1952	99	7	0	0	NUM
iajs-1952	99	8	0	0	NUM
iajs-1952	99	9	0	0	NUM
iajs-1952	99	10	0	0	NUM
iajs-1952	99	11	0	0	NUM
iajs-1952	99	12	0	0	NUM
iajs-1952	99	13	0	0	NUM
iajs-1952	99	14	0	0	NUM
iajs-1952	99	15	0	0	NUM
iajs-1952	99	16	0.5	0.5	NUM
iajs-1952	99	17	0.5	0.5	NUM
iajs-1952	99	18	0	0	NUM
iajs-1952	99	19	m9	m9	PROPN
iajs-1952	99	20	0	0	NUM
iajs-1952	99	21	0	0	NUM
iajs-1952	99	22	0	0	NUM
iajs-1952	99	23	0	0	NUM
iajs-1952	99	24	0	0	NUM
iajs-1952	99	25	0	0	NUM
iajs-1952	99	26	0	0	NUM
iajs-1952	99	27	0	0	NUM
iajs-1952	99	28	0	0	NUM
iajs-1952	99	29	0	0	NUM
iajs-1952	99	30	0	0	NUM
iajs-1952	99	31	0	0	NUM
iajs-1952	99	32	0	0	NUM
iajs-1952	99	33	0	0	NUM
iajs-1952	99	34	0	0	NUM
iajs-1952	99	35	0	0	NUM
iajs-1952	99	36	1.0	1.0	NUM
iajs-1952	99	37	in	in	ADP
iajs-1952	99	38	the	the	DET
iajs-1952	99	39	same	same	ADJ
iajs-1952	99	40	way	way	NOUN
iajs-1952	99	41	we	we	PRON
iajs-1952	99	42	design	design	VERB
iajs-1952	99	43	the	the	DET
iajs-1952	99	44	identification	identification	NOUN
iajs-1952	99	45	of	of	ADP
iajs-1952	99	46	the	the	DET
iajs-1952	99	47	middle	middle	ADJ
iajs-1952	99	48	and	and	CCONJ
iajs-1952	99	49	final	final	ADJ
iajs-1952	99	50	character	character	NOUN
iajs-1952	99	51	,	,	PUNCT
iajs-1952	99	52	separated	separate	VERB
iajs-1952	99	53	by	by	ADP
iajs-1952	99	54	hidden	hide	VERB
iajs-1952	99	55	markov	markov	NOUN
iajs-1952	99	56	model	model	NOUN
iajs-1952	99	57	and	and	CCONJ
iajs-1952	99	58	calculate	calculate	VERB
iajs-1952	99	59	the	the	DET
iajs-1952	99	60	form	form	NOUN
iajs-1952	99	61	elements	element	NOUN
iajs-1952	99	62	first	first	ADV
iajs-1952	99	63	:	:	PUNCT
iajs-1952	99	64	calculate	calculate	VERB
iajs-1952	99	65	the	the	DET
iajs-1952	99	66	probability	probability	NOUN
iajs-1952	99	67	of	of	ADP
iajs-1952	99	68	distribution	distribution	NOUN
iajs-1952	99	69	of	of	ADP
iajs-1952	99	70	the	the	DET
iajs-1952	99	71	primary	primary	ADJ
iajs-1952	99	72	case	case	NOUN
iajs-1952	99	73	https://doi.org/10.30526/31.2.1952	https://doi.org/10.30526/31.2.1952	PUNCT
iajs-1952	99	74	https://doi.org/10.30526/31.2.1952	https://doi.org/10.30526/31.2.1952	PUNCT
iajs-1952	99	75	computer	computer	NOUN
iajs-1952	99	76	|	|	ADV
iajs-1952	99	77	237	237	NUM
iajs-1952	99	78	2018	2018	NUM
iajs-1952	99	79	(	(	PUNCT
iajs-1952	99	80	عام	عام	ADP
iajs-1952	99	81	2	2	NUM
iajs-1952	99	82	(	(	PUNCT
iajs-1952	99	83	العدد	العدد	PROPN
iajs-1952	99	84	)	)	PUNCT
iajs-1952	99	85	31لمجلد	31لمجلد	NUM
iajs-1952	99	86	)	)	PUNCT
iajs-1952	100	1	ا	ا	X
iajs-1952	101	1	مجلة	مجلة	NOUN
iajs-1952	101	2	إبن	إبن	VERB
iajs-1952	101	3	الهيثم	الهيثم	ADJ
iajs-1952	101	4	للعلوم	للعلوم	NOUN
iajs-1952	101	5	الصرفة	الصرفة	NOUN
iajs-1952	102	1	و	و	PRON
iajs-1952	102	2	التطبيقية	التطبيقية	ADJ
iajs-1952	102	3	ibn	ibn	PROPN
iajs-1952	102	4	al	al	PROPN
iajs-1952	102	5	-	-	PUNCT
iajs-1952	102	6	haitham	haitham	PROPN
iajs-1952	102	7	j.	j.	PROPN
iajs-1952	102	8	for	for	ADP
iajs-1952	102	9	pure	pure	PROPN
iajs-1952	102	10	&	&	CCONJ
iajs-1952	102	11	appl	appl	PROPN
iajs-1952	102	12	.	.	PUNCT
iajs-1952	103	1	sci	sci	PROPN
iajs-1952	103	2	.	.	PUNCT
iajs-1952	104	1	vol.31	vol.31	PROPN
iajs-1952	104	2	(	(	PUNCT
iajs-1952	104	3	2	2	NUM
iajs-1952	104	4	)	)	SYM
iajs-1952	104	5	2018	2018	NUM
iajs-1952	104	6	second	second	NOUN
iajs-1952	104	7	:	:	PUNCT
iajs-1952	104	8	the	the	DET
iajs-1952	104	9	matrix	matrix	NOUN
iajs-1952	104	10	(	(	PUNCT
iajs-1952	104	11	a	a	DET
iajs-1952	104	12	)	)	PUNCT
iajs-1952	104	13	probability	probability	NOUN
iajs-1952	104	14	of	of	ADP
iajs-1952	104	15	transition	transition	NOUN
iajs-1952	104	16	between	between	ADP
iajs-1952	104	17	cases	case	NOUN
iajs-1952	104	18	third	third	ADV
iajs-1952	104	19	:	:	PUNCT
iajs-1952	104	20	the	the	DET
iajs-1952	104	21	probability	probability	NOUN
iajs-1952	104	22	distribution	distribution	NOUN
iajs-1952	104	23	matrix	matrix	NOUN
iajs-1952	104	24	(	(	PUNCT
iajs-1952	104	25	b	b	NOUN
iajs-1952	104	26	)	)	PUNCT
iajs-1952	104	27	for	for	ADP
iajs-1952	104	28	the	the	DET
iajs-1952	104	29	observations	observation	NOUN
iajs-1952	104	30	symbols	symbol	NOUN
iajs-1952	104	31	.	.	PUNCT
iajs-1952	105	1	6	6	NUM
iajs-1952	105	2	-	-	SYM
iajs-1952	105	3	1	1	NUM
iajs-1952	105	4	-	-	SYM
iajs-1952	105	5	7	7	NUM
iajs-1952	105	6	probability	probability	NOUN
iajs-1952	105	7	calculation	calculation	NOUN
iajs-1952	105	8	after	after	ADP
iajs-1952	105	9	completing	complete	VERB
iajs-1952	105	10	the	the	DET
iajs-1952	105	11	matrices	matrix	NOUN
iajs-1952	105	12	and	and	CCONJ
iajs-1952	105	13	testing	test	VERB
iajs-1952	105	14	all	all	DET
iajs-1952	105	15	the	the	DET
iajs-1952	105	16	letters	letter	NOUN
iajs-1952	105	17	are	be	AUX
iajs-1952	105	18	obtained	obtain	VERB
iajs-1952	105	19	views	view	NOUN
iajs-1952	105	20	and	and	CCONJ
iajs-1952	105	21	consist	consist	VERB
iajs-1952	105	22	of	of	ADP
iajs-1952	105	23	a	a	DET
iajs-1952	105	24	series	series	NOUN
iajs-1952	105	25	of	of	ADP
iajs-1952	105	26	views	view	NOUN
iajs-1952	105	27	per	per	ADP
iajs-1952	105	28	character	character	NOUN
iajs-1952	105	29	by	by	ADP
iajs-1952	105	30	location	location	NOUN
iajs-1952	105	31	in	in	ADP
iajs-1952	105	32	the	the	DET
iajs-1952	105	33	word	word	NOUN
iajs-1952	105	34	,	,	PUNCT
iajs-1952	105	35	(	(	PUNCT
iajs-1952	105	36	forward	forward	ADV
iajs-1952	105	37	algorithm	algorithm	NOUN
iajs-1952	105	38	)	)	PUNCT
iajs-1952	105	39	was	be	AUX
iajs-1952	105	40	applied	apply	VERB
iajs-1952	105	41	to	to	PART
iajs-1952	105	42	calculate	calculate	VERB
iajs-1952	105	43	the	the	DET
iajs-1952	105	44	probability	probability	NOUN
iajs-1952	105	45	of	of	ADP
iajs-1952	105	46	views	view	NOUN
iajs-1952	105	47	,	,	PUNCT
iajs-1952	105	48	where	where	SCONJ
iajs-1952	105	49	the	the	DET
iajs-1952	105	50	(	(	PUNCT
iajs-1952	105	51	forward	forward	ADJ
iajs-1952	105	52	algorithm	algorithm	NOUN
iajs-1952	105	53	)	)	PUNCT
iajs-1952	105	54	.	.	PUNCT
iajs-1952	106	1	at	at	ADP
iajs-1952	106	2	the	the	DET
iajs-1952	106	3	expense	expense	NOUN
iajs-1952	106	4	of	of	ADP
iajs-1952	106	5	the	the	DET
iajs-1952	106	6	probability	probability	NOUN
iajs-1952	106	7	of	of	ADP
iajs-1952	106	8	observations	observation	NOUN
iajs-1952	106	9	by	by	ADP
iajs-1952	106	10	collecting	collect	VERB
iajs-1952	106	11	the	the	DET
iajs-1952	106	12	potential	potential	ADJ
iajs-1952	106	13	paths	path	NOUN
iajs-1952	106	14	of	of	ADP
iajs-1952	106	15	all	all	DET
iajs-1952	106	16	hidden	hidden	ADJ
iajs-1952	106	17	situations	situation	NOUN
iajs-1952	106	18	that	that	PRON
iajs-1952	106	19	can	can	AUX
iajs-1952	106	20	be	be	AUX
iajs-1952	106	21	produced	produce	VERB
iajs-1952	106	22	.	.	PUNCT
iajs-1952	107	1	for	for	ADP
iajs-1952	107	2	all	all	DET
iajs-1952	107	3	characters	character	NOUN
iajs-1952	107	4	at	at	ADP
iajs-1952	107	5	o	o	NOUN
iajs-1952	107	6	'	'	PUNCT
iajs-1952	107	7	sequential	sequential	ADJ
iajs-1952	107	8	observations	observation	NOUN
iajs-1952	107	9	'	'	PUNCT
iajs-1952	107	10	and	and	CCONJ
iajs-1952	107	11	applied	apply	VERB
iajs-1952	107	12	to	to	ADP
iajs-1952	107	13	training	train	VERB
iajs-1952	107	14	data	datum	NOUN
iajs-1952	107	15	to	to	PART
iajs-1952	107	16	calculate	calculate	VERB
iajs-1952	107	17	the	the	DET
iajs-1952	107	18	probability	probability	NOUN
iajs-1952	107	19	of	of	ADP
iajs-1952	107	20	sequential	sequential	ADJ
iajs-1952	107	21	observations	observation	NOUN
iajs-1952	107	22	,	,	PUNCT
iajs-1952	107	23	the	the	DET
iajs-1952	107	24	existence	existence	NOUN
iajs-1952	107	25	of	of	ADP
iajs-1952	107	26	models	model	NOUN
iajs-1952	107	27	designed	design	VERB
iajs-1952	107	28	by	by	ADP
iajs-1952	107	29	the	the	DET
iajs-1952	107	30	location	location	NOUN
iajs-1952	107	31	of	of	ADP
iajs-1952	107	32	the	the	DET
iajs-1952	107	33	letter	letter	NOUN
iajs-1952	107	34	with	with	ADP
iajs-1952	107	35	in	in	ADP
iajs-1952	107	36	the	the	DET
iajs-1952	107	37	word	word	NOUN
iajs-1952	107	38	.	.	PUNCT
iajs-1952	108	1	two	two	NUM
iajs-1952	108	2	tables	table	NOUN
iajs-1952	108	3	were	be	AUX
iajs-1952	108	4	created	create	VERB
iajs-1952	108	5	for	for	ADP
iajs-1952	108	6	all	all	DET
iajs-1952	108	7	the	the	DET
iajs-1952	108	8	characters	character	NOUN
iajs-1952	108	9	for	for	ADP
iajs-1952	108	10	calculated	calculate	VERB
iajs-1952	108	11	probability	probability	NOUN
iajs-1952	108	12	the	the	DET
iajs-1952	108	13	series	series	NOUN
iajs-1952	108	14	of	of	ADP
iajs-1952	108	15	views	view	NOUN
iajs-1952	108	16	and	and	CCONJ
iajs-1952	108	17	according	accord	VERB
iajs-1952	108	18	to	to	ADP
iajs-1952	108	19	his	his	PRON
iajs-1952	108	20	position	position	NOUN
iajs-1952	108	21	in	in	ADP
iajs-1952	108	22	the	the	DET
iajs-1952	108	23	word	word	NOUN
iajs-1952	108	24	.	.	PUNCT
iajs-1952	109	1	we	we	PRON
iajs-1952	109	2	include	include	VERB
iajs-1952	109	3	table	table	NOUN
iajs-1952	109	4	(	(	PUNCT
iajs-1952	109	5	3	3	NUM
iajs-1952	109	6	)	)	PUNCT
iajs-1952	109	7	of	of	ADP
iajs-1952	109	8	the	the	DET
iajs-1952	109	9	initial	initial	ADJ
iajs-1952	109	10	letter	letter	NOUN
iajs-1952	109	11	.	.	PUNCT
iajs-1952	110	1	character	character	NOUN
iajs-1952	110	2	calculated	calculate	VERB
iajs-1952	110	3	probability	probability	NOUN
iajs-1952	110	4	of	of	ADP
iajs-1952	110	5	initial	initial	ADJ
iajs-1952	110	6	character	character	NOUN
iajs-1952	110	7	بـ	بـ	NOUN
iajs-1952	110	8	0.007235288619995	0.007235288619995	NUM
iajs-1952	110	9	حــ	حــ	VERB
iajs-1952	110	10	0.0230809432983398	0.0230809432983398	NUM
iajs-1952	110	11	سـ	سـ	ADP
iajs-1952	110	12	0.07792207792208	0.07792207792208	NUM
iajs-1952	110	13	table	table	NOUN
iajs-1952	110	14	(	(	PUNCT
iajs-1952	110	15	3	3	NUM
iajs-1952	110	16	):	):	PUNCT
iajs-1952	110	17	a	a	DET
iajs-1952	110	18	sample	sample	NOUN
iajs-1952	110	19	of	of	ADP
iajs-1952	110	20	the	the	DET
iajs-1952	110	21	results	result	NOUN
iajs-1952	110	22	of	of	ADP
iajs-1952	110	23	the	the	DET
iajs-1952	110	24	implementation	implementation	NOUN
iajs-1952	110	25	of	of	ADP
iajs-1952	110	26	the	the	DET
iajs-1952	110	27	front	front	ADJ
iajs-1952	110	28	-	-	PUNCT
iajs-1952	110	29	end	end	NOUN
iajs-1952	110	30	algorithm	algorithm	NOUN
iajs-1952	110	31	for	for	ADP
iajs-1952	110	32	three	three	NUM
iajs-1952	110	33	primary	primary	ADJ
iajs-1952	110	34	characters	character	NOUN
iajs-1952	110	35	conclusions	conclusion	NOUN
iajs-1952	110	36	through	through	ADP
iajs-1952	110	37	this	this	DET
iajs-1952	110	38	work	work	NOUN
iajs-1952	110	39	we	we	PRON
iajs-1952	110	40	can	can	AUX
iajs-1952	110	41	conclude	conclude	VERB
iajs-1952	110	42	the	the	DET
iajs-1952	110	43	following	following	NOUN
iajs-1952	110	44	:	:	PUNCT
iajs-1952	111	1	1	1	X
iajs-1952	111	2	.	.	PUNCT
iajs-1952	111	3	the	the	DET
iajs-1952	111	4	hidden	hide	VERB
iajs-1952	111	5	markov	markov	NOUN
iajs-1952	111	6	model	model	NOUN
iajs-1952	111	7	is	be	AUX
iajs-1952	111	8	designed	design	VERB
iajs-1952	111	9	to	to	PART
iajs-1952	111	10	recognize	recognize	VERB
iajs-1952	111	11	fast	fast	ADJ
iajs-1952	111	12	performance	performance	NOUN
iajs-1952	111	13	and	and	CCONJ
iajs-1952	111	14	high	high	ADJ
iajs-1952	111	15	accuracy	accuracy	NOUN
iajs-1952	111	16	as	as	SCONJ
iajs-1952	111	17	shown	show	VERB
iajs-1952	111	18	by	by	ADP
iajs-1952	111	19	keep	keep	VERB
iajs-1952	111	20	track	track	NOUN
iajs-1952	111	21	of	of	ADP
iajs-1952	111	22	the	the	DET
iajs-1952	111	23	system	system	NOUN
iajs-1952	111	24	's	's	PART
iajs-1952	111	25	performance	performance	NOUN
iajs-1952	111	26	in	in	ADP
iajs-1952	111	27	recognizing	recognize	VERB
iajs-1952	111	28	the	the	DET
iajs-1952	111	29	word	word	NOUN
iajs-1952	111	30	and	and	CCONJ
iajs-1952	111	31	the	the	DET
iajs-1952	111	32	portal	portal	PROPN
iajs-1952	111	33	script	script	NOUN
iajs-1952	111	34	line	line	NOUN
iajs-1952	111	35	described	describe	VERB
iajs-1952	111	36	in	in	ADP
iajs-1952	111	37	the	the	DET
iajs-1952	111	38	chart	chart	NOUN
iajs-1952	111	39	.	.	PUNCT
iajs-1952	112	1	2	2	X
iajs-1952	112	2	.	.	X
iajs-1952	112	3	the	the	DET
iajs-1952	112	4	ability	ability	NOUN
iajs-1952	112	5	of	of	ADP
iajs-1952	112	6	the	the	DET
iajs-1952	112	7	front	front	ADJ
iajs-1952	112	8	-	-	PUNCT
iajs-1952	112	9	end	end	NOUN
iajs-1952	112	10	algorithm	algorithm	NOUN
iajs-1952	112	11	to	to	PART
iajs-1952	112	12	recognize	recognize	VERB
iajs-1952	112	13	the	the	DET
iajs-1952	112	14	image	image	NOUN
iajs-1952	112	15	of	of	ADP
iajs-1952	112	16	the	the	DET
iajs-1952	112	17	entered	enter	VERB
iajs-1952	112	18	character	character	NOUN
iajs-1952	112	19	after	after	ADP
iajs-1952	112	20	converting	convert	VERB
iajs-1952	112	21	it	it	PRON
iajs-1952	112	22	to	to	ADP
iajs-1952	112	23	a	a	DET
iajs-1952	112	24	series	series	NOUN
iajs-1952	112	25	of	of	ADP
iajs-1952	112	26	observations	observation	NOUN
iajs-1952	112	27	.	.	PUNCT
iajs-1952	113	1	through	through	ADP
iajs-1952	113	2	calculations	calculation	NOUN
iajs-1952	113	3	and	and	CCONJ
iajs-1952	113	4	output	output	NOUN
iajs-1952	113	5	of	of	ADP
iajs-1952	113	6	the	the	DET
iajs-1952	113	7	character	character	NOUN
iajs-1952	113	8	whose	whose	DET
iajs-1952	113	9	results	result	NOUN
iajs-1952	113	10	are	be	AUX
iajs-1952	113	11	compared	compare	VERB
iajs-1952	113	12	to	to	ADP
iajs-1952	113	13	the	the	DET
iajs-1952	113	14	input	input	NOUN
iajs-1952	113	15	letter	letter	NOUN
iajs-1952	113	16	.	.	PUNCT
iajs-1952	114	1	the	the	DET
iajs-1952	114	2	future	future	ADJ
iajs-1952	114	3	work	work	NOUN
iajs-1952	114	4	there	there	PRON
iajs-1952	114	5	are	be	VERB
iajs-1952	114	6	several	several	ADJ
iajs-1952	114	7	suggestions	suggestion	NOUN
iajs-1952	114	8	for	for	ADP
iajs-1952	114	9	improving	improve	VERB
iajs-1952	114	10	the	the	DET
iajs-1952	114	11	performance	performance	NOUN
iajs-1952	114	12	of	of	ADP
iajs-1952	114	13	this	this	DET
iajs-1952	114	14	system	system	NOUN
iajs-1952	114	15	:	:	PUNCT
iajs-1952	114	16	it	it	PRON
iajs-1952	114	17	is	be	AUX
iajs-1952	114	18	possible	possible	ADJ
iajs-1952	114	19	to	to	PART
iajs-1952	114	20	develop	develop	VERB
iajs-1952	114	21	a	a	DET
iajs-1952	114	22	system	system	NOUN
iajs-1952	114	23	that	that	PRON
iajs-1952	114	24	recognizes	recognize	VERB
iajs-1952	114	25	the	the	DET
iajs-1952	114	26	written	write	VERB
iajs-1952	114	27	arabic	arabic	ADJ
iajs-1952	114	28	text	text	NOUN
iajs-1952	114	29	of	of	ADP
iajs-1952	114	30	different	different	ADJ
iajs-1952	114	31	types	type	NOUN
iajs-1952	114	32	and	and	CCONJ
iajs-1952	114	33	sizes	size	NOUN
iajs-1952	114	34	of	of	ADP
iajs-1952	114	35	lines	line	NOUN
iajs-1952	114	36	1	1	NUM
iajs-1952	114	37	.	.	PUNCT
iajs-1952	114	38	develop	develop	VERB
iajs-1952	114	39	the	the	DET
iajs-1952	114	40	system	system	NOUN
iajs-1952	114	41	to	to	PART
iajs-1952	114	42	work	work	VERB
iajs-1952	114	43	on	on	ADP
iajs-1952	114	44	the	the	DET
iajs-1952	114	45	separation	separation	NOUN
iajs-1952	114	46	of	of	ADP
iajs-1952	114	47	arabic	arabic	ADJ
iajs-1952	114	48	words	word	NOUN
iajs-1952	114	49	in	in	ADP
iajs-1952	114	50	the	the	DET
iajs-1952	114	51	pages	page	NOUN
iajs-1952	114	52	containing	contain	VERB
iajs-1952	114	53	images	image	NOUN
iajs-1952	114	54	and	and	CCONJ
iajs-1952	114	55	geometric	geometric	ADJ
iajs-1952	114	56	shapes	shape	NOUN
iajs-1952	114	57	2	2	NUM
iajs-1952	114	58	.	.	X
iajs-1952	114	59	develop	develop	VERB
iajs-1952	114	60	the	the	DET
iajs-1952	114	61	system	system	NOUN
iajs-1952	114	62	in	in	ADP
iajs-1952	114	63	order	order	NOUN
iajs-1952	114	64	to	to	PART
iajs-1952	114	65	identify	identify	VERB
iajs-1952	114	66	the	the	DET
iajs-1952	114	67	arabic	arabic	ADJ
iajs-1952	114	68	text	text	NOUN
iajs-1952	114	69	written	write	VERB
iajs-1952	114	70	by	by	ADP
iajs-1952	114	71	hand	hand	NOUN
iajs-1952	114	72	3	3	NUM
iajs-1952	114	73	.	.	PUNCT
iajs-1952	114	74	develop	develop	VERB
iajs-1952	114	75	the	the	DET
iajs-1952	114	76	system	system	NOUN
iajs-1952	114	77	to	to	PART
iajs-1952	114	78	identify	identify	VERB
iajs-1952	114	79	the	the	DET
iajs-1952	114	80	arabic	arabic	ADJ
iajs-1952	114	81	text	text	NOUN
iajs-1952	114	82	written	write	VERB
iajs-1952	114	83	by	by	ADP
iajs-1952	114	84	hand	hand	NOUN
iajs-1952	114	85	.	.	PUNCT
iajs-1952	115	1	4	4	X
iajs-1952	115	2	.	.	X
iajs-1952	115	3	the	the	DET
iajs-1952	115	4	cutting	cut	VERB
iajs-1952	115	5	stage	stage	NOUN
iajs-1952	115	6	causes	cause	VERB
iajs-1952	115	7	some	some	DET
iajs-1952	115	8	errors	error	NOUN
iajs-1952	115	9	in	in	ADP
iajs-1952	115	10	the	the	DET
iajs-1952	115	11	word	word	NOUN
iajs-1952	115	12	we	we	PRON
iajs-1952	115	13	need	need	VERB
iajs-1952	115	14	to	to	PART
iajs-1952	115	15	develop	develop	VERB
iajs-1952	115	16	the	the	DET
iajs-1952	115	17	system	system	NOUN
iajs-1952	115	18	to	to	PART
iajs-1952	115	19	overcome	overcome	VERB
iajs-1952	115	20	the	the	DET
iajs-1952	115	21	cutting	cut	VERB
iajs-1952	115	22	stage	stage	NOUN
iajs-1952	115	23	https://doi.org/10.30526/31.2.1952	https://doi.org/10.30526/31.2.1952	PUNCT
iajs-1952	115	24	https://doi.org/10.30526/31.2.1952	https://doi.org/10.30526/31.2.1952	PUNCT
iajs-1952	115	25	computer	computer	NOUN
iajs-1952	115	26	|	|	ADV
iajs-1952	115	27	238	238	NUM
iajs-1952	115	28	2018	2018	NUM
iajs-1952	115	29	(	(	PUNCT
iajs-1952	115	30	عام	عام	ADP
iajs-1952	115	31	2	2	NUM
iajs-1952	115	32	(	(	PUNCT
iajs-1952	115	33	العدد	العدد	PROPN
iajs-1952	115	34	)	)	PUNCT
iajs-1952	115	35	31لمجلد	31لمجلد	NUM
iajs-1952	115	36	)	)	PUNCT
iajs-1952	116	1	ا	ا	X
iajs-1952	117	1	مجلة	مجلة	NOUN
iajs-1952	117	2	إبن	إبن	VERB
iajs-1952	117	3	الهيثم	الهيثم	ADJ
iajs-1952	117	4	للعلوم	للعلوم	NOUN
iajs-1952	117	5	الصرفة	الصرفة	NOUN
iajs-1952	118	1	و	و	PRON
iajs-1952	118	2	التطبيقية	التطبيقية	ADJ
iajs-1952	118	3	ibn	ibn	PROPN
iajs-1952	118	4	al	al	PROPN
iajs-1952	118	5	-	-	PUNCT
iajs-1952	118	6	haitham	haitham	PROPN
iajs-1952	118	7	j.	j.	PROPN
iajs-1952	118	8	for	for	ADP
iajs-1952	118	9	pure	pure	PROPN
iajs-1952	118	10	&	&	CCONJ
iajs-1952	118	11	appl	appl	PROPN
iajs-1952	118	12	.	.	PUNCT
iajs-1952	119	1	sci	sci	PROPN
iajs-1952	119	2	.	.	PUNCT
iajs-1952	120	1	vol.31	vol.31	PROPN
iajs-1952	120	2	(	(	PUNCT
iajs-1952	120	3	2	2	NUM
iajs-1952	120	4	)	)	PUNCT
iajs-1952	120	5	2018	2018	NUM
iajs-1952	120	6	5	5	NUM
iajs-1952	120	7	.	.	NOUN
iajs-1952	120	8	6	6	NUM
iajs-1952	120	9	.	.	X
iajs-1952	120	10	development	development	NOUN
iajs-1952	120	11	of	of	ADP
iajs-1952	120	12	the	the	DET
iajs-1952	120	13	system	system	NOUN
iajs-1952	120	14	to	to	PART
iajs-1952	120	15	include	include	VERB
iajs-1952	120	16	identification	identification	NOUN
iajs-1952	120	17	of	of	ADP
iajs-1952	120	18	hamza	hamza	PROPN
iajs-1952	120	19	(	(	PUNCT
iajs-1952	120	20	ء	ء	NOUN
iajs-1952	120	21	)	)	PUNCT
iajs-1952	120	22	as	as	ADV
iajs-1952	120	23	well	well	ADV
iajs-1952	120	24	as	as	ADP
iajs-1952	120	25	identification	identification	NOUN
iajs-1952	120	26	of	of	ADP
iajs-1952	120	27	overlapping	overlap	VERB
iajs-1952	120	28	characters	character	NOUN
iajs-1952	120	29	such	such	ADJ
iajs-1952	120	30	as	as	ADP
iajs-1952	120	31	(	(	PUNCT
iajs-1952	120	32	ال	ال	PROPN
iajs-1952	120	33	،	،	X
iajs-1952	120	34	أ	أ	X
iajs-1952	120	35	،	،	PROPN
iajs-1952	120	36	آ	آ	PROPN
iajs-1952	120	37	،	،	X
iajs-1952	120	38	ء	ء	X
iajs-1952	120	39	،	،	NOUN
iajs-1952	120	40	إل	إل	X
iajs-1952	120	41	،	،	PROPN
iajs-1952	120	42	أل	أل	X
iajs-1952	120	43	،	،	NOUN
iajs-1952	120	44	إ	إ	NOUN
iajs-1952	120	45	)	)	PUNCT
iajs-1952	120	46	references	reference	NOUN
iajs-1952	120	47	حوسبة	حوسبة	PROPN
iajs-1952	120	48	الحرف	الحرف	PROPN
iajs-1952	120	49	العربي	العربي	PROPN
iajs-1952	120	50	حرف	حرف	PROPN
iajs-1952	120	51	الميم	الميم	PROPN
iajs-1952	120	52	المعزولة	المعزولة	PROPN
iajs-1952	120	53	بخط	بخط	NOUN
iajs-1952	120	54	النّسخ	النّسخ	PROPN
iajs-1952	120	55	أنموذجا	أنموذجا	PROPN
iajs-1952	120	56	2011بكر	2011بكر	PROPN
iajs-1952	120	57	عبد	عبد	VERB
iajs-1952	120	58	هللا	هللا	NOUN
iajs-1952	120	59	خورشيد	خورشيد	ADJ
iajs-1952	120	60	وآخرون	وآخرون	ADV
iajs-1952	120	61	:	:	PUNCT
iajs-1952	120	62	.1	.1	NUM
iajs-1952	120	63	جامعة	جامعة	PROPN
iajs-1952	120	64	قاصدي	قاصدي	VERB
iajs-1952	120	65	-مقاربة	-مقاربة	PROPN
iajs-1952	120	66	توصيفية	توصيفية	ADJ
iajs-1952	120	67	للتعّرف	للتعّرف	PROPN
iajs-1952	120	68	اآللي	اآللي	PROPN
iajs-1952	120	69	على	على	PROPN
iajs-1952	120	70	الخط	الخط	VERB
iajs-1952	120	71	العربي	العربي	PROPN
iajs-1952	120	72	اليدوي	اليدوي	PROPN
iajs-1952	120	73	،	،	PROPN
iajs-1952	120	74	مجلة	مجلة	PROPN
iajs-1952	120	75	اآلدا	اآلدا	PROPN
iajs-1952	120	76	ب	ب	PROPN
iajs-1952	120	77	واللغات2007عمر	واللغات2007عمر	PROPN
iajs-1952	120	78	ديدوح	ديدوح	ADV
iajs-1952	120	79	:	:	PUNCT
iajs-1952	120	80	.2	.2	NUM
iajs-1952	120	81	-العدد	-العدد	PROPN
iajs-1952	120	82	السادس	السادس	NOUN
iajs-1952	120	83	-الجزائر	-الجزائر	NOUN
iajs-1952	120	84	-مرباح	-مرباح	NOUN
iajs-1952	120	85	روف	روف	NOUN
iajs-1952	120	86	اللّغة	اللّغة	NOUN
iajs-1952	120	87	العربية	العربية	NOUN
iajs-1952	120	88	المكتوبة	المكتوبة	NOUN
iajs-1952	120	89	آليا	آليا	NOUN
iajs-1952	120	90	باستخدام	باستخدام	NOUN
iajs-1952	120	91	الشبكات	الشبكات	ADJ
iajs-1952	120	92	:	:	PUNCT
iajs-1952	120	93	تمييز	تمييز	PROPN
iajs-1952	120	94	ح2001عاصم	ح2001عاصم	PROPN
iajs-1952	120	95	عبد	عبد	PROPN
iajs-1952	120	96	الفتاح	الفتاح	ADJ
iajs-1952	120	97	نبوّي	نبوّي	PROPN
iajs-1952	120	98	،	،	X
iajs-1952	120	99	صبري	صبري	PROPN
iajs-1952	120	100	عبد	عبد	PROPN
iajs-1952	120	101	هللا	هللا	NOUN
iajs-1952	120	102	محمود	محمود	ADJ
iajs-1952	120	103	.3	.3	NUM
iajs-1952	120	104	العصبية	العصبية	NOUN
iajs-1952	120	105	ذات	ذات	NOUN
iajs-1952	120	106	االنتشار	االنتشار	PROPN
iajs-1952	120	107	الرجوعي	الرجوعي	PROPN
iajs-1952	120	108	منشورة	منشورة	PROPN
iajs-1952	120	109	،	،	PROPN
iajs-1952	120	110	العربية	العربية	PROPN
iajs-1952	120	111	"	"	PUNCT
iajs-1952	120	112	،	،	NOUN
iajs-1952	120	113	رسالة	رسالة	NOUN
iajs-1952	120	114	ماجستير	ماجستير	PROPN
iajs-1952	120	115	،	،	PROPN
iajs-1952	120	116	غير	غير	PROPN
iajs-1952	120	117	استخدام	استخدام	PROPN
iajs-1952	120	118	المنطق	المنطق	VERB
iajs-1952	120	119	المضبب	المضبب	PROPN
iajs-1952	120	120	آلية	آلية	PROPN
iajs-1952	120	121	لتمييز	لتمييز	PROPN
iajs-1952	120	122	الحروف2005عجرش	الحروف2005عجرش	NOUN
iajs-1952	120	123	،	،	X
iajs-1952	120	124	آمال	آمال	PROPN
iajs-1952	120	125	سفيح	سفيح	PROPN
iajs-1952	120	126	،	،	X
iajs-1952	121	1	"	"	PUNCT
iajs-1952	121	2	.4	.4	NUM
iajs-1952	121	3	قسم	قسم	PROPN
iajs-1952	121	4	علوم	علوم	PROPN
iajs-1952	121	5	الحاسبات	الحاسبات	PROPN
iajs-1952	121	6	،	،	PROPN
iajs-1952	121	7	كلية	كلية	PROPN
iajs-1952	121	8	العلوم	العلوم	PROPN
iajs-1952	121	9	،	،	PROPN
iajs-1952	121	10	جامعة	جامعة	PROPN
iajs-1952	121	11	البصرة	البصرة	PROPN
iajs-1952	121	12	،	،	PROPN
iajs-1952	121	13	العراق	العراق	PROPN
iajs-1952	121	14	،	،	PROPN
iajs-1952	121	15	.	.	PUNCT
iajs-1952	122	1	5	5	NUM
iajs-1952	122	2	.	.	X
iajs-1952	122	3	sharma	sharma	PROPN
iajs-1952	122	4	amit	amit	PROPN
iajs-1952	122	5	kumar	kumar	PROPN
iajs-1952	122	6	and	and	CCONJ
iajs-1952	122	7	kishor	kishor	PROPN
iajs-1952	122	8	mr.r	mr.r	PROPN
iajs-1952	122	9	rama	rama	PROPN
iajs-1952	122	10	,	,	PUNCT
iajs-1952	122	11	(	(	PUNCT
iajs-1952	122	12	2007	2007	NUM
iajs-1952	122	13	)	)	PUNCT
iajs-1952	122	14	"	"	PUNCT
iajs-1952	122	15	pattern	pattern	NOUN
iajs-1952	122	16	recognition	recognition	NOUN
iajs-1952	122	17	:	:	PUNCT
iajs-1952	122	18	different	different	ADJ
iajs-1952	122	19	available	available	ADJ
iajs-1952	122	20	approaches	approach	NOUN
iajs-1952	122	21	"	"	PUNCT
iajs-1952	122	22	,	,	PUNCT
iajs-1952	122	23	proceeding	proceed	VERB
iajs-1952	122	24	of	of	ADP
iajs-1952	122	25	national	national	ADJ
iajs-1952	122	26	conference	conference	NOUN
iajs-1952	122	27	on	on	ADP
iajs-1952	122	28	challenges	challenge	NOUN
iajs-1952	122	29	&	&	CCONJ
iajs-1952	122	30	opportunities	opportunity	NOUN
iajs-1952	122	31	in	in	ADP
iajs-1952	122	32	information	information	NOUN
iajs-1952	122	33	technology	technology	NOUN
iajs-1952	122	34	(	(	PUNCT
iajs-1952	122	35	coit-2007	coit-2007	ADJ
iajs-1952	122	36	)	)	PUNCT
iajs-1952	122	37	rimt	rimt	NOUN
iajs-1952	122	38	-	-	PUNCT
iajs-1952	122	39	iet	iet	PROPN
iajs-1952	122	40	,	,	PUNCT
iajs-1952	122	41	mandi	mandi	PROPN
iajs-1952	122	42	gobindrh	gobindrh	PROPN
iajs-1952	122	43	.	.	PUNCT
iajs-1952	122	44	www.rimtengg.com/coit	www.rimtengg.com/coit	PROPN
iajs-1952	122	45	2007/	2007/	NUM
iajs-1952	122	46	...	...	PUNCT
iajs-1952	122	47	/coitindex.html	/coitindex.html	PUNCT
iajs-1952	122	48	6	6	X
iajs-1952	122	49	.	.	X
iajs-1952	122	50	jain	jain	PROPN
iajs-1952	122	51	anil	anil	PROPN
iajs-1952	122	52	k.	k.	PROPN
iajs-1952	122	53	,	,	PUNCT
iajs-1952	122	54	duin	duin	PROPN
iajs-1952	122	55	robert	robert	PROPN
iajs-1952	122	56	p.w	p.w	PROPN
iajs-1952	122	57	.	.	PUNCT
iajs-1952	123	1	and	and	CCONJ
iajs-1952	123	2	mao	mao	PROPN
iajs-1952	123	3	jain	jain	PROPN
iajs-1952	123	4	chang	chang	PROPN
iajs-1952	123	5	,	,	PUNCT
iajs-1952	123	6	(	(	PUNCT
iajs-1952	123	7	2000	2000	NUM
iajs-1952	123	8	)	)	PUNCT
iajs-1952	123	9	"	"	PUNCT
iajs-1952	123	10	statistical	statistical	ADJ
iajs-1952	123	11	pattern	pattern	NOUN
iajs-1952	123	12	recognition	recognition	NOUN
iajs-1952	123	13	:	:	PUNCT
iajs-1952	123	14	a	a	DET
iajs-1952	123	15	review	review	NOUN
iajs-1952	123	16	"	"	PUNCT
iajs-1952	123	17	,	,	PUNCT
iajs-1952	123	18	ieee	ieee	NOUN
iajs-1952	123	19	transaction	transaction	NOUN
iajs-1952	123	20	pattern	pattern	NOUN
iajs-1952	123	21	analysis	analysis	NOUN
iajs-1952	123	22	and	and	CCONJ
iajs-1952	123	23	machine	machine	NOUN
iajs-1952	123	24	intelligence	intelligence	NOUN
iajs-1952	123	25	,	,	PUNCT
iajs-1952	123	26	,	,	PUNCT
iajs-1952	123	27	.22.1	.22.1	PUNCT
iajs-1952	123	28	.	.	PUNCT
iajs-1952	124	1	7	7	X
iajs-1952	124	2	.	.	X
iajs-1952	124	3	jannoud	jannoud	PROPN
iajs-1952	124	4	,	,	PUNCT
iajs-1952	124	5	ismael	ismael	PROPN
iajs-1952	124	6	ahmed	ahmed	PROPN
iajs-1952	124	7	,	,	PUNCT
iajs-1952	124	8	(	(	PUNCT
iajs-1952	124	9	2007	2007	NUM
iajs-1952	124	10	)	)	PUNCT
iajs-1952	124	11	"	"	PUNCT
iajs-1952	124	12	automatic	automatic	ADJ
iajs-1952	124	13	arabic	arabic	ADJ
iajs-1952	124	14	handwritten	handwritten	ADJ
iajs-1952	124	15	text	text	NOUN
iajs-1952	124	16	recognition	recognition	NOUN
iajs-1952	124	17	system	system	NOUN
iajs-1952	124	18	"	"	PUNCT
iajs-1952	124	19	,	,	PUNCT
iajs-1952	124	20	american	american	ADJ
iajs-1952	124	21	journal	journal	PROPN
iajs-1952	124	22	of	of	ADP
iajs-1952	124	23	applied	apply	VERB
iajs-1952	124	24	sciences	science	NOUN
iajs-1952	124	25	,	,	PUNCT
iajs-1952	124	26	4(11	4(11	NUM
iajs-1952	124	27	):	):	PUNCT
iajs-1952	124	28	857	857	NUM
iajs-1952	124	29	-	-	SYM
iajs-1952	124	30	864	864	NUM
iajs-1952	124	31	,	,	PUNCT
iajs-1952	124	32	1546	1546	NUM
iajs-1952	124	33	-	-	SYM
iajs-1952	124	34	9239	9239	NUM
iajs-1952	124	35	.	.	PUNCT
iajs-1952	125	1	8	8	X
iajs-1952	125	2	.	.	PUNCT
iajs-1952	125	3	jurafsky	jurafsky	PROPN
iajs-1952	125	4	daniel	daniel	PROPN
iajs-1952	125	5	and	and	CCONJ
iajs-1952	125	6	martin	martin	PROPN
iajs-1952	125	7	james	james	PROPN
iajs-1952	125	8	h	h	PROPN
iajs-1952	125	9	,	,	PUNCT
iajs-1952	125	10	(	(	PUNCT
iajs-1952	125	11	2000	2000	NUM
iajs-1952	125	12	)	)	PUNCT
iajs-1952	125	13	"	"	PUNCT
iajs-1952	125	14	speech	speech	NOUN
iajs-1952	125	15	and	and	CCONJ
iajs-1952	125	16	language	language	NOUN
iajs-1952	125	17	processing	processing	NOUN
iajs-1952	125	18	:	:	PUNCT
iajs-1952	125	19	an	an	DET
iajs-1952	125	20	introduction	introduction	NOUN
iajs-1952	125	21	to	to	ADP
iajs-1952	125	22	natural	natural	ADJ
iajs-1952	125	23	language	language	NOUN
iajs-1952	125	24	processing	processing	NOUN
iajs-1952	125	25	,	,	PUNCT
iajs-1952	125	26	computational	computational	ADJ
iajs-1952	125	27	linguistics	linguistic	NOUN
iajs-1952	125	28	and	and	CCONJ
iajs-1952	125	29	speech	speech	NOUN
iajs-1952	125	30	recognition	recognition	NOUN
iajs-1952	125	31	"	"	PUNCT
iajs-1952	125	32	,	,	PUNCT
iajs-1952	125	33	2nd	2nd	ADJ
iajs-1952	125	34	ed	ed	NOUN
iajs-1952	125	35	.	.	PROPN
iajs-1952	125	36	,	,	PUNCT
iajs-1952	125	37	prentice	prentice	NOUN
iajs-1952	125	38	-	-	PUNCT
iajs-1952	125	39	hall	hall	NOUN
iajs-1952	125	40	,	,	PUNCT
iajs-1952	125	41	isbn	isbn	ADJ
iajs-1952	125	42	:	:	PUNCT
iajs-1952	125	43	0	0	NUM
iajs-1952	125	44	-	-	SYM
iajs-1952	125	45	13	13	NUM
iajs-1952	125	46	-	-	PUNCT
iajs-1952	125	47	095069	095069	NUM
iajs-1952	125	48	-	-	PUNCT
iajs-1952	125	49	6	6	NUM
iajs-1952	125	50	,	,	PUNCT
iajs-1952	125	51	2006	2006	NUM
iajs-1952	125	52	.	.	PUNCT
iajs-1952	126	1	9	9	X
iajs-1952	126	2	.	.	X
iajs-1952	126	3	rabiner	rabiner	PROPN
iajs-1952	126	4	lawrence	lawrence	PROPN
iajs-1952	126	5	r.	r.	PROPN
iajs-1952	126	6	,	,	PUNCT
iajs-1952	126	7	(	(	PUNCT
iajs-1952	126	8	1989	1989	NUM
iajs-1952	126	9	)	)	PUNCT
iajs-1952	126	10	"	"	PUNCT
iajs-1952	126	11	a	a	DET
iajs-1952	126	12	tutorial	tutorial	NOUN
iajs-1952	126	13	on	on	ADP
iajs-1952	126	14	hidden	hide	VERB
iajs-1952	126	15	markov	markov	NOUN
iajs-1952	126	16	models	model	NOUN
iajs-1952	126	17	and	and	CCONJ
iajs-1952	126	18	selected	select	VERB
iajs-1952	126	19	applications	application	NOUN
iajs-1952	126	20	in	in	ADP
iajs-1952	126	21	speech	speech	NOUN
iajs-1952	126	22	recognition	recognition	NOUN
iajs-1952	126	23	"	"	PUNCT
iajs-1952	126	24	,	,	PUNCT
iajs-1952	126	25	proceedings	proceeding	NOUN
iajs-1952	126	26	of	of	ADP
iajs-1952	126	27	the	the	DET
iajs-1952	126	28	ieee	ieee	NOUN
iajs-1952	126	29	,	,	PUNCT
iajs-1952	126	30	,	,	PUNCT
iajs-1952	126	31	.77	.77	NUM
iajs-1952	126	32	.	.	PUNCT
iajs-1952	127	1	رسالة	رسالة	NOUN
iajs-1952	127	2	الجينية.الخوارزميات	الجينية.الخوارزميات	PROPN
iajs-1952	127	3	باستخدام	باستخدام	NOUN
iajs-1952	127	4	العربية	العربية	NOUN
iajs-1952	127	5	الحروف	الحروف	NOUN
iajs-1952	127	6	لتمييز	لتمييز	NOUN
iajs-1952	127	7	نظام	نظام	ADJ
iajs-1952	127	8	تصميم	تصميم	PROPN
iajs-1952	127	9	"	"	PUNCT
iajs-1952	127	10	،	،	NOUN
iajs-1952	127	11	(	(	PUNCT
iajs-1952	127	12	2011فالح	2011فالح	NOUN
iajs-1952	127	13	تحسين	تحسين	NOUN
iajs-1952	127	14	سلوان	سلوان	NOUN
iajs-1952	127	15	الكيم	الكيم	PROPN
iajs-1952	127	16	،	،	PROPN
iajs-1952	127	17	.	.	PUNCT
iajs-1952	128	1	10	10	NUM
iajs-1952	128	2	.البصرة	.البصرة	SYM
iajs-1952	128	3	جامعة	جامعة	PROPN
iajs-1952	128	4	العلوم	العلوم	PROPN
iajs-1952	128	5	،	،	PROPN
iajs-1952	128	6	كلية	كلية	PROPN
iajs-1952	128	7	الحاسبات	الحاسبات	PROPN
iajs-1952	128	8	،	،	PROPN
iajs-1952	128	9	علوم	علوم	PROPN
iajs-1952	129	1	قسم	قسم	PROPN
iajs-1952	129	2	منشورة	منشورة	PROPN
iajs-1952	129	3	،	،	PROPN
iajs-1952	129	4	غير	غير	PROPN
iajs-1952	129	5	ماجستير	ماجستير	VERB
iajs-1952	129	6	سالسوو	سالسوو	PROPN
iajs-1952	129	7	رتووب	رتووب	PROPN
iajs-1952	129	8	تقوودير	تقوودير	PROPN
iajs-1952	129	9	فووي	فووي	PROPN
iajs-1952	129	10	العصووبية	العصووبية	PROPN
iajs-1952	129	11	الشووبكات	الشووبكات	PROPN
iajs-1952	129	12	اسووتخدام	اسووتخدام	PROPN
iajs-1952	129	13	"	"	PUNCT
iajs-1952	129	14	2005	2005	NUM
iajs-1952	129	15	محموود	محموود	ADJ
iajs-1952	129	16	الحميوود	الحميوود	NOUN
iajs-1952	129	17	عبوود	عبوود	NOUN
iajs-1952	129	18	ابتهووا	ابتهووا	PROPN
iajs-1952	129	19	الكسووو،.11	الكسووو،.11	PROPN
iajs-1952	129	20	منشووورة	منشووورة	PROPN
iajs-1952	129	21	،	،	PROPN
iajs-1952	129	22	غيوور	غيوور	PROPN
iajs-1952	129	23	دكتووورا	دكتووورا	PROPN
iajs-1952	129	24	أطروحووة	أطروحووة	VERB
iajs-1952	129	25	،	،	X
iajs-1952	129	26	"	"	PUNCT
iajs-1952	129	27	نينووو	نينووو	VERB
iajs-1952	129	28	محافظووة	محافظووة	VERB
iajs-1952	129	29	فووي	فووي	PROPN
iajs-1952	129	30	بطمووة	بطمووة	PROPN
iajs-1952	129	31	جبوو	جبوو	PROPN
iajs-1952	129	32	سلسوولة	سلسوولة	NOUN
iajs-1952	129	33	علووى	علووى	AUX
iajs-1952	129	34	التطبيووق	التطبيووق	VERB
iajs-1952	129	35	موو	موو	PROPN
iajs-1952	129	36	موواركوف	موواركوف	NOUN
iajs-1952	129	37	.	.	PUNCT
iajs-1952	130	1	العراق	العراق	ADJ
iajs-1952	130	2	الموص	الموص	PROPN
iajs-1952	130	3	،	،	PROPN
iajs-1952	130	4	جامعة	جامعة	PROPN
iajs-1952	130	5	والرياضيات	والرياضيات	PROPN
iajs-1952	130	6	،	،	PROPN
iajs-1952	130	7	الحاسبات	الحاسبات	PROPN
iajs-1952	130	8	علوم	علوم	PROPN
iajs-1952	130	9	كلية	كلية	PROPN
iajs-1952	130	10	اإلحصاء	اإلحصاء	PROPN
iajs-1952	130	11	،	،	NOUN
iajs-1952	130	12	.	.	PUNCT
iajs-1952	131	1	قسم	قسم	PROPN
iajs-1952	131	2	12	12	NUM
iajs-1952	131	3	.	.	PUNCT
iajs-1952	132	1	sofia	sofia	PROPN
iajs-1952	132	2	,	,	PUNCT
iajs-1952	132	3	fatin	fatin	PROPN
iajs-1952	132	4	basher	basher	NOUN
iajs-1952	132	5	abdul	abdul	PROPN
iajs-1952	132	6	ahead,(2003	ahead,(2003	PROPN
iajs-1952	132	7	)	)	PUNCT
iajs-1952	132	8	"	"	PUNCT
iajs-1952	132	9	an	an	DET
iajs-1952	132	10	implementation	implementation	NOUN
iajs-1952	132	11	of	of	ADP
iajs-1952	132	12	arabic	arabic	ADJ
iajs-1952	132	13	speech	speech	NOUN
iajs-1952	132	14	recognition	recognition	NOUN
iajs-1952	132	15	"	"	PUNCT
iajs-1952	132	16	,	,	PUNCT
iajs-1952	132	17	unpublished	unpublished	ADJ
iajs-1952	132	18	ph.d	ph.d	PROPN
iajs-1952	132	19	.	.	PUNCT
iajs-1952	133	1	thesis	thesis	NOUN
iajs-1952	133	2	,	,	PUNCT
iajs-1952	133	3	department	department	NOUN
iajs-1952	133	4	of	of	ADP
iajs-1952	133	5	mathematical	mathematical	ADJ
iajs-1952	133	6	science	science	NOUN
iajs-1952	133	7	,	,	PUNCT
iajs-1952	133	8	college	college	NOUN
iajs-1952	133	9	of	of	ADP
iajs-1952	133	10	computer	computer	NOUN
iajs-1952	133	11	and	and	CCONJ
iajs-1952	133	12	mathematical	mathematical	ADJ
iajs-1952	133	13	science	science	NOUN
iajs-1952	133	14	,	,	PUNCT
iajs-1952	133	15	university	university	NOUN
iajs-1952	133	16	of	of	ADP
iajs-1952	133	17	mosul	mosul	PROPN
iajs-1952	133	18	,	,	PUNCT
iajs-1952	133	19	iraq	iraq	PROPN
iajs-1952	133	20	,	,	PUNCT
iajs-1952	133	21	.	.	PUNCT
iajs-1952	134	1	13	13	NUM
iajs-1952	134	2	.	.	X
iajs-1952	134	3	aazami	aazami	NOUN
iajs-1952	134	4	,	,	PUNCT
iajs-1952	134	5	farshideh	farshideh	PROPN
iajs-1952	134	6	einsele	einsele	PROPN
iajs-1952	134	7	,	,	PUNCT
iajs-1952	134	8	(	(	PUNCT
iajs-1952	134	9	2008	2008	NUM
iajs-1952	134	10	)	)	PUNCT
iajs-1952	134	11	"	"	PUNCT
iajs-1952	134	12	recognition	recognition	NOUN
iajs-1952	134	13	of	of	ADP
iajs-1952	134	14	ultra	ultra	ADJ
iajs-1952	134	15	-	-	ADJ
iajs-1952	134	16	low	low	ADJ
iajs-1952	134	17	resolution	resolution	NOUN
iajs-1952	134	18	,	,	PUNCT
iajs-1952	134	19	antialiased	antialiased	NOUN
iajs-1952	134	20	text	text	NOUN
iajs-1952	134	21	with	with	ADP
iajs-1952	134	22	small	small	ADJ
iajs-1952	134	23	font	font	NOUN
iajs-1952	134	24	sizes	size	NOUN
iajs-1952	134	25	"	"	PUNCT
iajs-1952	134	26	,	,	PUNCT
iajs-1952	134	27	unpublished	unpublished	ADJ
iajs-1952	134	28	ph.d	ph.d	PROPN
iajs-1952	134	29	.	.	PUNCT
iajs-1952	135	1	thesis	thesis	NOUN
iajs-1952	135	2	,	,	PUNCT
iajs-1952	135	3	scientarium	scientarium	NOUN
iajs-1952	135	4	informaticarum	informaticarum	NOUN
iajs-1952	135	5	,	,	PUNCT
iajs-1952	135	6	faculty	faculty	NOUN
iajs-1952	135	7	of	of	ADP
iajs-1952	135	8	science	science	NOUN
iajs-1952	135	9	,	,	PUNCT
iajs-1952	135	10	university	university	NOUN
iajs-1952	135	11	of	of	ADP
iajs-1952	135	12	fribourg	fribourg	PROPN
iajs-1952	135	13	,	,	PUNCT
iajs-1952	135	14	switzerland	switzerland	PROPN
iajs-1952	135	15	..	..	PROPN
iajs-1952	135	16	14	14	NUM
iajs-1952	135	17	.	.	PUNCT
iajs-1952	136	1	dunham	dunham	PROPN
iajs-1952	136	2	,	,	PUNCT
iajs-1952	136	3	margaret	margaret	PROPN
iajs-1952	136	4	h	h	PROPN
iajs-1952	136	5	,	,	PUNCT
iajs-1952	136	6	(	(	PUNCT
iajs-1952	136	7	2002	2002	NUM
iajs-1952	136	8	)	)	PUNCT
iajs-1952	136	9	"	"	PUNCT
iajs-1952	136	10	data	datum	NOUN
iajs-1952	136	11	mining	mining	NOUN
iajs-1952	136	12	introductory	introductory	NOUN
iajs-1952	136	13	and	and	CCONJ
iajs-1952	136	14	advanced	advanced	ADJ
iajs-1952	136	15	topics	topic	NOUN
iajs-1952	136	16	"	"	PUNCT
iajs-1952	136	17	,	,	PUNCT
iajs-1952	136	18	prentice	prentice	NOUN
iajs-1952	136	19	hall	hall	PROPN
iajs-1952	136	20	.	.	PUNCT
iajs-1952	137	1	15.li	15.li	NUM
iajs-1952	137	2	xiaolin	xiaolin	PROPN
iajs-1952	137	3	,	,	PUNCT
iajs-1952	137	4	parizeau	parizeau	PROPN
iajs-1952	137	5	marc	marc	PROPN
iajs-1952	137	6	and	and	CCONJ
iajs-1952	137	7	plamondon	plamondon	VERB
iajs-1952	137	8	rejean	rejean	NOUN
iajs-1952	137	9	,	,	PUNCT
iajs-1952	137	10	(	(	PUNCT
iajs-1952	137	11	2000	2000	NUM
iajs-1952	137	12	)	)	PUNCT
iajs-1952	137	13	"	"	PUNCT
iajs-1952	137	14	training	train	VERB
iajs-1952	137	15	hidden	hide	VERB
iajs-1952	137	16	markov	markov	NOUN
iajs-1952	137	17	models	model	NOUN
iajs-1952	137	18	with	with	ADP
iajs-1952	137	19	multiple	multiple	ADJ
iajs-1952	137	20	observations	observation	NOUN
iajs-1952	137	21	-	-	PUNCT
iajs-1952	137	22	a	a	DET
iajs-1952	137	23	combinational	combinational	ADJ
iajs-1952	137	24	method",ieee	method",ieee	ADJ
iajs-1952	137	25	transactions	transaction	NOUN
iajs-1952	137	26	on	on	ADP
iajs-1952	137	27	pami,.pami-22,.4,.371	pami,.pami-22,.4,.371	NOUN
iajs-1952	137	28	-	-	PUNCT
iajs-1952	137	29	377	377	NUM
iajs-1952	137	30	,	,	PUNCT
iajs-1952	137	31	.	.	PUNCT
iajs-1952	138	1	16	16	NUM
iajs-1952	138	2	.	.	PUNCT
iajs-1952	138	3	attaluri	attaluri	PROPN
iajs-1952	138	4	,	,	PUNCT
iajs-1952	138	5	srilatha	srilatha	VERB
iajs-1952	138	6	,	,	PUNCT
iajs-1952	138	7	(	(	PUNCT
iajs-1952	138	8	2007	2007	NUM
iajs-1952	138	9	)	)	PUNCT
iajs-1952	138	10	"	"	PUNCT
iajs-1952	138	11	detecting	detect	VERB
iajs-1952	138	12	meta	meta	ADJ
iajs-1952	138	13	morphic	morphic	ADJ
iajs-1952	138	14	viruses	virus	NOUN
iajs-1952	138	15	using	use	VERB
iajs-1952	138	16	profile	profile	NOUN
iajs-1952	138	17	hidden	hide	VERB
iajs-1952	138	18	markov	markov	NOUN
iajs-1952	138	19	models	model	NOUN
iajs-1952	138	20	"	"	PUNCT
iajs-1952	138	21	,	,	PUNCT
iajs-1952	138	22	unpublished	unpublished	ADJ
iajs-1952	138	23	m.sc	m.sc	PROPN
iajs-1952	138	24	.	.	PUNCT
iajs-1952	139	1	thesis	thesis	NOUN
iajs-1952	139	2	,	,	PUNCT
iajs-1952	139	3	computers	computer	NOUN
iajs-1952	139	4	science	science	NOUN
iajs-1952	139	5	,	,	PUNCT
iajs-1952	139	6	thefaculty	thefaculty	NOUN
iajs-1952	139	7	of	of	ADP
iajs-1952	139	8	the	the	DET
iajs-1952	139	9	department	department	PROPN
iajs-1952	139	10	of	of	ADP
iajs-1952	139	11	computer	computer	NOUN
iajs-1952	139	12	science	science	NOUN
iajs-1952	139	13	,	,	PUNCT
iajs-1952	139	14	university	university	NOUN
iajs-1952	139	15	of	of	ADP
iajs-1952	139	16	san	san	PROPN
iajs-1952	139	17	jose	jose	PROPN
iajs-1952	139	18	state	state	NOUN
iajs-1952	139	19	,	,	PUNCT
iajs-1952	139	20	.	.	PUNCT
iajs-1952	140	1	17	17	NUM
iajs-1952	140	2	.	.	PUNCT
iajs-1952	141	1	jecheva	jecheva	PROPN
iajs-1952	141	2	vaselina	vaselina	PROPN
iajs-1952	141	3	,	,	PUNCT
iajs-1952	141	4	(	(	PUNCT
iajs-1952	141	5	2006	2006	NUM
iajs-1952	141	6	)	)	PUNCT
iajs-1952	141	7	"	"	PUNCT
iajs-1952	141	8	a	a	DET
iajs-1952	141	9	bout	bout	NOUN
iajs-1952	141	10	some	some	DET
iajs-1952	141	11	application	application	NOUN
iajs-1952	141	12	of	of	ADP
iajs-1952	141	13	hidden	hide	VERB
iajs-1952	141	14	markov	markov	NOUN
iajs-1952	141	15	model	model	NOUN
iajs-1952	141	16	in	in	ADP
iajs-1952	141	17	intrusion	intrusion	NOUN
iajs-1952	141	18	detection	detection	NOUN
iajs-1952	141	19	system	system	NOUN
iajs-1952	141	20	"	"	PUNCT
iajs-1952	141	21	,	,	PUNCT
iajs-1952	141	22	international	international	ADJ
iajs-1952	141	23	conference	conference	NOUN
iajs-1952	141	24	and	and	CCONJ
iajs-1952	141	25	computer	computer	NOUN
iajs-1952	141	26	systems	system	NOUN
iajs-1952	141	27	and	and	CCONJ
iajs-1952	141	28	technologies	technology	NOUN
iajs-1952	141	29	-	-	PUNCT
iajs-1952	141	30	compsys	compsys	NOUN
iajs-1952	141	31	tech’06	tech’06	NOUN
iajs-1952	141	32	,	,	PUNCT
iajs-1952	141	33	.	.	PUNCT
iajs-1952	142	1	18	18	NUM
iajs-1952	142	2	.	.	PUNCT
iajs-1952	142	3	khorsheed	khorsheed	PROPN
iajs-1952	142	4	m.s	m.s	PROPN
iajs-1952	142	5	,	,	PUNCT
iajs-1952	142	6	(	(	PUNCT
iajs-1952	142	7	2003	2003	NUM
iajs-1952	142	8	)	)	PUNCT
iajs-1952	143	1	"	"	PUNCT
iajs-1952	143	2	recognizing	recognize	VERB
iajs-1952	143	3	handwritten	handwritten	ADJ
iajs-1952	143	4	arabic	arabic	ADJ
iajs-1952	143	5	manuscripts	manuscript	NOUN
iajs-1952	143	6	using	use	VERB
iajs-1952	143	7	a	a	DET
iajs-1952	143	8	single	single	ADJ
iajs-1952	143	9	hidden	hide	VERB
iajs-1952	143	10	markov	markov	NOUN
iajs-1952	143	11	model	model	NOUN
iajs-1952	143	12	"	"	PUNCT
iajs-1952	143	13	,	,	PUNCT
iajs-1952	143	14	pattern	pattern	NOUN
iajs-1952	143	15	recognition	recognition	NOUN
iajs-1952	143	16	letters	letter	NOUN
iajs-1952	143	17	24	24	NUM
iajs-1952	143	18	.	.	PUNCT
iajs-1952	143	19	,	,	PUNCT
iajs-1952	143	20	.	.	PUNCT
iajs-1952	144	1	https://doi.org/10.30526/31.2.1952	https://doi.org/10.30526/31.2.1952	PROPN
iajs-1952	144	2	http://www.rimtengg.com/coit%202007/.../coitindex.html	http://www.rimtengg.com/coit%202007/.../coitindex.html	NOUN
iajs-1952	144	3	http://www.rimtengg.com/coit%202007/.../coitindex.html	http://www.rimtengg.com/coit%202007/.../coitindex.html	NOUN