4. Dimensionality Reduction

  1. Richard Jensen and
  2. Qiang Shen

Published Online: 29 JAN 2008

DOI: 10.1002/9780470377888.ch4

Computational Intelligence and Feature Selection: Rough and Fuzzy Approaches

Computational Intelligence and Feature Selection: Rough and Fuzzy Approaches

How to Cite

Jensen, R. and Shen, Q. (2008) Dimensionality Reduction, in Computational Intelligence and Feature Selection: Rough and Fuzzy Approaches, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9780470377888.ch4

Author Information

  1. Aberystwyth University, United Kingdom

Publication History

  1. Published Online: 29 JAN 2008
  2. Published Print: 11 SEP 2008

ISBN Information

Print ISBN: 9780470229750

Online ISBN: 9780470377888

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Keywords:

  • dimensionality reduction (DR);
  • subset optimality determination;
  • simulated annealing (SA) - stochastic optimization technique

Summary

This chapter contains sections titled:

  • Transformation-Based Reduction

  • Selection-Based Reduction

  • Summary