Data-Driven Modeling: Using MATLAB® in Water Resources and Environmental Engineering

Authors:

ISBN: 978-94-007-7505-3 (Print) 978-94-007-7506-0 (Online)

Table of contents (8 chapters)

  1. Front Matter

    Pages i-xiii

  2. No Access

    Chapter

    Pages 1-14

    Introduction

  3. No Access

    Chapter

    Pages 15-47

    Basic Statistics

  4. No Access

    Chapter

    Pages 49-83

    Regression-Based Models

  5. No Access

    Chapter

    Pages 85-137

    Time Series Modeling

  6. No Access

    Chapter

    Pages 139-194

    Artificial Neural Networks

  7. No Access

    Chapter

    Pages 195-211

    Support Vector Machines

  8. No Access

    Chapter

    Pages 213-251

    Fuzzy Models

  9. No Access

    Chapter

    Pages 253-265

    Hybrid Models and Multi-model Data Fusion

  10. Back Matter

    Pages 267-292