2011

Multiobjective Genetic Algorithms for Clustering

Applications in Data Mining and Bioinformatics

ISBN: 978-3-642-16614-3 (Print) 978-3-642-16615-0 (Online)

Table of contents (10 chapters)

  1. Front Matter

    Pages i-xvi

  2. No Access

    Book Chapter

    Pages 1-23

    Introduction

  3. No Access

    Book Chapter

    Pages 25-50

    Genetic Algorithms and Multiobjective Optimization

  4. No Access

    Book Chapter

    Pages 51-70

    Data Mining Fundamentals

  5. No Access

    Book Chapter

    Pages 71-88

    Computational Biology and Bioinformatics

  6. No Access

    Book Chapter

    Pages 89-121

    Multiobjective Genetic Algorithm-Based Fuzzy Clustering

  7. No Access

    Book Chapter

    Pages 123-145

    Combining Pareto-Optimal Clusters Using Supervised Learning

  8. No Access

    Book Chapter

    Pages 147-171

    Two-Stage Fuzzy Clustering

  9. No Access

    Book Chapter

    Pages 173-194

    Clustering Categorical Data in a Multiobjective Framework

  10. No Access

    Book Chapter

    Pages 195-212

    Unsupervised Cancer Classification and Gene Marker Identification

  11. No Access

    Book Chapter

    Pages 213-253

    Multiobjective Biclustering in Microarray Gene Expression Data

  12. Back Matter

    Pages 255-281