Text Mining with Matlab(r)

By Rafael E. Banchs

Book Overview

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.

• Format: Paperback
• Language: English
• ISBN: 3030876942
• ISBN13: 9783030876944
• Release Date: October 2021
• Publisher: Springer
• Length: 475 Pages
• Weight: 1.50 lbs.
• Dimensions: 1.0" x 6.1" x 9.2"