Book 2012

Data Analytics

Models and Algorithms for Intelligent Data Analysis

Authors:

ISBN: 978-3-8348-2588-9 (Print) 978-3-8348-2589-6 (Online)

Table of contents (11 chapters)

  1. Front Matter

    Pages i-ix

  2. No Access

    Chapter

    Pages 1-3

    Introduction

  3. No Access

    Chapter

    Pages 5-20

    Data and Relations

  4. No Access

    Chapter

    Pages 21-34

    Data Preprocessing

  5. No Access

    Chapter

    Pages 35-54

    Data Visualization

  6. No Access

    Chapter

    Pages 55-61

    Correlation

  7. No Access

    Chapter

    Pages 63-78

    Regression

  8. No Access

    Chapter

    Pages 79-83

    Forecasting

  9. No Access

    Chapter

    Pages 85-101

    Classification

  10. No Access

    Chapter

    Pages 103-122

    Clustering

  11. No Access

    Chapter

    Pages 123-126

    Brief Review of Some Optimization Methods

  12. No Access

    Chapter

    Pages 127-129

    Solutions

  13. Back Matter

    Pages 131-137