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A method for combining mutual information and canonical correlation analysis: Predictive Mutual Information and its use in feature selection

  • Published:2012-02 Issue:3 Volume:39 Page:3333-3344
  • ISSN:0957-4174
  • Container-title:Expert Systems with Applications
  • language:en
  • Short-container-title:Expert Systems with Applications

Author:

Okan Sakar C.,Kursun Olcay

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Science Applications,General Engineering

Reference31 articles.

1. Akaho, S. (2001). A kernel method for canonical correlation analysis. International Meeting of Psychometric Society (IMPS2001).

2. UCI machine learning repository;Asuncion,2007

3. Kernel independent component analysis;Bach;The Journal of Machine Learning Research,2003

4. Mutual information maximization: Models of cortical self-organization;Becker;Network,1996

5. Mutual information and maximal correlation as measures of dependence;Bell;Annals of Mathematical Statistics,1962

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