An improved evolutionary wrapper-filter feature selection approach with a new initialisation scheme

Author:

Hancer EmrahORCID

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Software

Reference48 articles.

1. Al-Ani, A. (2005). Feature subset selection using ant colony optimization. International Journal of Computational Intelligence, 2, 53–58.

2. Al-Ani, A., Deriche, M., & Chebil, J. (2003). A new mutual information based measure for feature selection. Intelligent Data Analysis, 7, 43–57.

3. Battiti, R. (1994). Using mutual information for selecting features in supervised neural net learning. IEEE Transactions on Neural Networks, 5(4), 537–550.

4. Bezdek, J. (1981). Advanced applications in pattern recognition. Berlin: Springer.

5. Brown, G. (2009). A new perspective for information theoretic feature selection. In: van Dyk D, Welling M (eds) Proceedings of the twelth international conference on artificial intelligence and statistics, proceedings of machine learning research, vol 5 (pp. 49–56).

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