Optimization Based Data Mining: Theory and Applications

Authors:

ISBN: 978-0-85729-503-3 (Print) 978-0-85729-504-0 (Online)

Table of contents (20 chapters)

  1. Front Matter

    Pages I-XV

  2. Part I

    1. Front Matter

      Pages 1-1

    2. No Access

      Book Chapter

      Pages 3-13

      Support Vector Machines for Classification Problems

    3. No Access

      Book Chapter

      Pages 15-46

      LOO Bounds for Support Vector Machines

    4. No Access

      Book Chapter

      Pages 47-60

      Support Vector Machines for Multi-class Classification Problems

    5. No Access

      Book Chapter

      Pages 61-79

      Unsupervised and Semi-supervised Support Vector Machines

    6. No Access

      Book Chapter

      Pages 81-105

      Robust Support Vector Machines

    7. No Access

      Book Chapter

      Pages 107-116

      Feature Selection via l p -Norm Support Vector Machines

  3. Part II

    1. Front Matter

      Pages 117-117

    2. No Access

      Book Chapter

      Pages 119-132

      Multiple Criteria Linear Programming

    3. No Access

      Book Chapter

      Pages 133-156

      MCLP Extensions

    4. No Access

      Book Chapter

      Pages 157-170

      Multiple Criteria Quadratic Programming

    5. No Access

      Book Chapter

      Pages 171-181

      Non-additive MCLP

    6. No Access

      Book Chapter

      Pages 183-192

      MC2LP

  4. Part III

    1. Front Matter

      Pages 193-193

    2. No Access

      Book Chapter

      Pages 195-201

      Firm Financial Analysis

    3. No Access

      Book Chapter

      Pages 203-231

      Personal Credit Management

    4. No Access

      Book Chapter

      Pages 233-235

      Health Insurance Fraud Detection

    5. No Access

      Book Chapter

      Pages 237-241

      Network Intrusion Detection

    6. No Access

      Book Chapter

      Pages 243-248

      Internet Service Analysis

    7. No Access

      Book Chapter

      Pages 249-258

      HIV-1 Informatics

    8. No Access

      Book Chapter

      Pages 259-267

      Anti-gen and Anti-body Informatics

    9. No Access

      Book Chapter

      Pages 269-275

      Geochemical Analyses

  5. No Access

    Book Chapter

    Pages 277-293

    Intelligent Knowledge Management

  6. Back Matter

    Pages 295-316