000			03271cam a2200565Mu 4500
001			9780429277573
003			FlBoTFG
005			20220711212726.0
006			m d
007			cr cnu---unuuu
008			191130s2019 xx o 000 0 eng d
040			_aOCoLC-P _beng _cOCoLC-P
020			_a9781000739534
020			_a1000739538
020			_a9780429277573 _q(electronic bk.)
020			_a0429277571 _q(electronic bk.)
020			_a9781000739831 _q(electronic bk. : EPUB)
020			_a100073983X _q(electronic bk. : EPUB)
020			_a9781000739688 _q(electronic bk. : Mobipocket)
020			_a1000739686 _q(electronic bk. : Mobipocket)
035			_a(OCoLC)1129154133
035			_a(OCoLC-P)1129154133
050		4	_aTA1637
072		7	_aCOM _x012040 _2bisacsh
072		7	_aCOM _x021030 _2bisacsh
072		7	_aCOM _x037000 _2bisacsh
072		7	_aUY _2bicssc
082	0	4	_a621.3670285631 _223
245	0	0	_aDocument Processing Using Machine Learning _h[electronic resource].
260			_aMilton : _bCRC Press LLC, _c2019.
300			_a1 online resource (183 p.)
500			_aDescription based upon print version of record.
520			_aDocument Processing Using Machine Learning aims at presenting a handful of resources for students and researchers working in the document image analysis (DIA) domain using machine learning since it covers multiple document processing problems. Starting with an explanation of how Artificial Intelligence (AI) plays an important role in this domain, the book further discusses how different machine learning algorithms can be applied for classification/recognition and clustering problems regardless the type of input data: images or text. In brief, the book offers comprehensive coverage of the most essential topics, including: The role of AI for document image analysis Optical character recognition Machine learning algorithms for document analysis Extreme learning machines and their applications Mathematical foundation for Web text document analysis Social media data analysis Modalities for document dataset generation This book serves both undergraduate and graduate scholars in Computer Science/Information Technology/Electrical and Computer Engineering. Further, it is a great fit for early career research scientists and industrialists in the domain.
588			_aOCLC-licensed vendor bibliographic record.
650		7	_aCOMPUTERS / Computer Graphics / Game Programming & Design _2bisacsh _912289
650		7	_aCOMPUTERS / Database Management / Data Mining _2bisacsh _912290
650		7	_aCOMPUTERS / Machine Theory _2bisacsh _919135
650		0	_aImage analysis. _96891
650		0	_aDocument imaging systems. _919136
650		0	_aMachine learning. _91831
650		0	_aOptical character recognition. _919137
700	1		_aObaidullah, Sk Md, _eeditor. _919138
700	1		_aSantosh, K. C., _eeditor. _919139
700	1		_aGoncalves, Teresa, _eeditor. _919140
700	1		_aDas, Nibaran, _d1981- _eeditor. _919141
700	1		_aRoy, Kaushik, _eeditor. _919142
856	4	0	_3Taylor & Francis _uhttps://www.taylorfrancis.com/books/9780429277573
856	4	2	_3OCLC metadata license agreement _uhttp://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf
942			_cEBK
999			_c72028 _d72028