Chapter 5. Fuzzy Gene Mining: A Fuzzy-Based Framework for Cancer Microarray Data Analysis

  1. Yan-Qing Zhang2 and
  2. Jagath C. Rajapakse3
  1. Zhenyu Wang and
  2. Vasile Palade

Published Online: 21 APR 2008

DOI: 10.1002/9780470397428.ch5

Machine Learning in Bioinformatics

Machine Learning in Bioinformatics

How to Cite

Wang, Z. and Palade, V. (2008) Fuzzy Gene Mining: A Fuzzy-Based Framework for Cancer Microarray Data Analysis, in Machine Learning in Bioinformatics (eds Y.-Q. Zhang and J. C. Rajapakse), John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9780470397428.ch5

Editor Information

  1. 2

    Georgia State University, Atlanta, Georgia

  2. 3

    School of Computer Engineering, and The Bioinformatics Research Center, Nanyang Technological University, Nanyang, Singapore

Author Information

  1. Oxford University, Oxford, United Kingdom

Publication History

  1. Published Online: 21 APR 2008
  2. Published Print: 12 NOV 2008

Book Series:

  1. Bioinformatics: Computational Techniques and Engineering

Book Series Editors:

  1. Professor Yi Pan and
  2. Professor Albert Y. Zomaya

ISBN Information

Print ISBN: 9780470116623

Online ISBN: 9780470397428

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Keywords:

  • fuzzy gene mining;
  • cancer microarray analysis;
  • neuro-fuzzy classifier ensemble

Summary

This chapter contains sections titled:

  • Introduction

  • Cancer Microarray Analysis

  • The Evolving Fuzzy Gene Selection Method

  • Neuro-Fuzzy Classifier Ensemble

  • Fuzzy Knowledge Discovery

  • Conclusion and Future Work

  • References