000 03189cam a2200565Mu 4500
001 9780429277573
003 FlBoTFG
005 20220724194517.0
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
650 7 _aCOMPUTERS / Database Management / Data Mining
_2bisacsh
650 7 _aCOMPUTERS / Machine Theory
_2bisacsh
650 0 _aImage analysis.
650 0 _aDocument imaging systems.
650 0 _aMachine learning.
650 0 _aOptical character recognition.
700 1 _aObaidullah, Sk Md,
_eeditor.
700 1 _aSantosh, K. C.,
_eeditor.
700 1 _aGoncalves, Teresa,
_eeditor.
700 1 _aDas, Nibaran,
_d1981-
_eeditor.
700 1 _aRoy, Kaushik,
_eeditor.
856 4 0 _3Read Online
_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 _2lcc
_cEBK
999 _c18453
_d18453