Feature Selection by Bayesian Networks

Author:

Hruschka Estevam R.,Hruschka Eduardo R.,Ebecken Nelson F. F.

Publisher

Springer Berlin Heidelberg

Reference20 articles.

1. Guyon, I., Elisseeff, A.: An Introduction to Variable and Feature Selection. Journal of Machine Learning Research 3, 1157–1182 (2003)

2. Koller, D., Sahami, M.: Toward optimal feature selection. In: Proceedings of the 13th International Conference on Machine Learning, July 1996, pp. 284–292 (1996)

3. Reunanen, J.: Overfitting in Making Comparissons Between Variable Selection Methods. Journal of Machine Learning Research 3, 1371–1382 (2003)

4. Blum, A.L., Langley, P.: Selection of Relevant Features and Examples in Machine Learning. Artificial Intelligence, 245–271 (1997)

5. Fayyad, U.M., Shapiro, G.P., Smyth, P.: From Data Mining to Knowledge Discovery: An Overview. In: Fayyad, et al. (eds.) Advances in Knowledge Discovery and Data Mining, pp. 1–37. MIT Press, Cambridge (1996)

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