Book 2003

Intelligent Data Analysis

An Introduction

Editors:

ISBN: 978-3-540-43060-5 (Print) 978-3-540-48625-1 (Online)

Table of contents (12 chapters)

  1. Front Matter

    Pages I-XI

  2. No Access

    Chapter

    Pages 1-15

    Introduction

  3. No Access

    Chapter

    Pages 17-68

    Statistical Concepts

  4. No Access

    Chapter

    Pages 69-129

    Statistical Methods

  5. No Access

    Chapter

    Pages 131-168

    Bayesian Methods

  6. No Access

    Chapter

    Pages 169-197

    Support Vector and Kernel Methods

  7. No Access

    Chapter

    Pages 199-227

    Analysis of Time Series

  8. No Access

    Chapter

    Pages 229-267

    Rule Induction

  9. No Access

    Chapter

    Pages 269-320

    Neural Networks

  10. No Access

    Chapter

    Pages 321-350

    Fuzzy Logic

  11. No Access

    Chapter

    Pages 351-401

    Stochastic Search Methods

  12. No Access

    Chapter

    Pages 403-427

    Visualization

  13. No Access

    Chapter

    Pages 429-443

    Systems and Applications

  14. Back Matter

    Pages 445-514