Data Mining

Concepts, Methods and Applications in Management and Engineering Design


ISBN: 978-1-84996-337-4 (Print) 978-1-84996-338-1 (Online)

Table of contents (14 chapters)

  1. Front Matter

    Pages i-xiv

  2. Chapter

    Pages 1-8

    Decision Analysis and Cluster Analysis

  3. Chapter

    Pages 9-23

    Association Rules Mining in Inventory Database

  4. Chapter

    Pages 25-54

    Fuzzy Modeling and Optimization: Theory and Methods

  5. Chapter

    Pages 55-86

    Genetic Algorithm-based Fuzzy Nonlinear Programming

  6. Chapter

    Pages 87-100

    Neural Network and Self-organizing Maps

  7. Chapter

    Pages 101-119

    Privacy-preserving Data Mining

  8. Chapter

    Pages 121-132

    Supply Chain Design Using Decision Analysis

  9. Chapter

    Pages 133-155

    Product Architecture and Product Development Process for Global Performance

  10. Chapter

    Pages 157-205

    Application of Cluster Analysis to Cellular Manufacturing

  11. Chapter

    Pages 207-231

    Manufacturing Cells Design by Cluster Analysis

  12. Chapter

    Pages 233-249

    Fuzzy Approach to Quality Function Deployment-based Product Planning

  13. Chapter

    Pages 251-268

    Decision Making with Consideration of Association in Supply Chains

  14. Chapter

    Pages 269-284

    Applying Self-organizing Maps to Master Data Making in Automatic Exterior Inspection

  15. Chapter

    Pages 285-309

    Application for Privacy-preserving Data Mining

  16. Back Matter

    Pages 311-312