Nearest neighbor estimate of conditional mutual information in feature selection

Author:

Tsimpiris Alkiviadis,Vlachos Ioannis,Kugiumtzis Dimitris

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Science Applications,General Engineering

Reference42 articles.

1. Using mutual information for selecting features in supervised neural net learning;Battiti;IEEE Transactions on Neural Networks,1994

2. Bischl, B., Vatolkin, I., & Preuss, M. (2010). Selecting small audio feature sets in music classification by means of asymmetric mutation. In R. Schaefer, C. Cotta, J. Kolodziej, G. Rudolph (Eds.), Parallel problems solving from nature – PPSN XI, PT I. Vol. 6238 of Lecture Notes in Computer Science (pp. 314–323).

3. Blake, L., & Merz, J. (1998). UCI repository of machine learning databases. Tech. rep., Department of Information and Computer Science, University of California.

4. Brown, B. (2009). A new perspective for information theoretic feature selection. In 12th International conference on artificial intelligence and statistics (AISTATS). Vol. 5. Journal of Machine Learning Research.

5. Conditional mutual information-based feature selection analyzing for synergy and redundancy;Cheng;ETRI Journal,2011

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