Text mining with MATLAB®

Text mining with MATLAB® / by Rafael E. Banchs.

Text Mining with MATLAB provides a comprehensive introduction to text mining using MATLAB. It is designed to help text mining practitioners, as well as those with little-to-no experience with text mining in general, familiarize themselves with MATLAB and its complex applications. The book is structu...

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Bibliographic Details
Main Author: Banchs, Rafael E. (Author)
Format: eBook
Language:English
Published: Cham, Switzerland : Springer, 2021.
Edition:Second edition.
Subjects:
MATLAB.
MATLAB
Text data mining.
Natural language processing (Computer science)
Text data mining
Online Access:Click for online access
Table of Contents:
  • 1. Introduction
  • PART I: FUNDAMENTALS
  • 2. Handling Text Data
  • 3. Regular Expressions
  • 4. Basic Operations with Strings
  • 5. Reading and Writing Files
  • 6. The Structure of Language
  • PART II: MATHEMATICAL MODELS
  • 7. Basic Corpus Statistics
  • 8. Statistical Models
  • 9. Geometrical Models
  • 10. Dimensionality Reduction
  • PART III: METHODS AND APPLICATIONS
  • 11. Document Categorization
  • 12. Document Search
  • 13. Content Analysis
  • 14. Keyword Extraction and Summarization
  • 15. Question Answering and Dialogue.

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