2013

Text Mining with MATLAB®

Authors:

ISBN: 978-1-4614-4150-2 (Print) 978-1-4614-4151-9 (Online)
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Table of contents (12 chapters)

  1. Front Matter

    Pages i-xi

  2. Book Chapter

    Pages 1-12

    Introduction

  3. FUNDAMENTALS

    1. Front Matter

      Pages 13-13

    2. Book Chapter

      Pages 15-32

      Handling Textual Data

    3. Book Chapter

      Pages 33-48

      Regular Expressions

    4. Book Chapter

      Pages 49-75

      Basic Operations with Strings

    5. Book Chapter

      Pages 77-110

      Reading and Writing Files

  4. MATHEMATICAL MODELS

    1. Front Matter

      Pages 111-111

    2. Book Chapter

      Pages 113-144

      Basic Corpus Statistics

    3. Book Chapter

      Pages 145-173

      Statistical Models

    4. Book Chapter

      Pages 175-203

      Geometrical Models

    5. Book Chapter

      Pages 205-234

      Dimensionality Reduction

  5. METHODS AND APPLICATIONS

    1. Front Matter

      Pages 235-235

    2. Book Chapter

      Pages 237-276

      Document Categorization

    3. Book Chapter

      Pages 277-311

      Document Search

    4. Book Chapter

      Pages 313-347

      Content Analysis

  6. Back Matter

    Pages 349-355