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" The text mining handbook "
/ Ronen Feldman, James Sanger
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The Center of European Languages of Qom(Ale Beit Publications)
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Document Type
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BL
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Record Number
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3667
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Doc. No
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b12846
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Language of Document
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English
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Main Entry
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Feldman, Ronen, 1962
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Title & Author
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The text mining handbook:advanced approaches in analyzing unstructured data/ Ronen Feldman, James Sanger
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Publication Statement
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Cambridge ;New York: Cambridge University Press,, 2007.
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Page. NO
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xii, 410 p.: ill. ; 27 cm.
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ISBN
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0521836573(hardback)
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Notes
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Print
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Bibliographies/Indexes
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Includes bibliographical references (p. 335-387) and index.
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Contents
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Introduction to text mining -- Core text mining operations -- Text mining preprocessing techniques -- Categorization -- Clustering -- Information extraction -- Probabilistic models for information extraction -- Preprocessing applications using probabilistic and hybrid approaches -- Presentation-layer considerations for browsing and query refinement -- Visualization approaches -- Link analysis -- Text mining applications.
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Subject
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Data miningHandbooks, manuals, etc
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Dewey Classification
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005.74
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LC Classification
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QA76.9.D343,F45 2007
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Added Entry
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Sanger, James، 1965
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