Two Simple and Effective Feature Selection Methods for Continuous Attributes with Discrete Multi-class
暂无分享,去创建一个
Eduardo F. Morales | Manuel Mejía-Lavalle | Gustavo Arroyo-Figueroa | E. Morales | G. Arroyo-Figueroa | M. Mejía-Lavalle
[1] Leo Breiman,et al. Classification and Regression Trees , 1984 .
[2] J. Ross Quinlan,et al. Unknown Attribute Values in Induction , 1989, ML.
[3] Thomas G. Dietterich,et al. Learning with Many Irrelevant Features , 1991, AAAI.
[4] Larry A. Rendell,et al. The Feature Selection Problem: Traditional Methods and a New Algorithm , 1992, AAAI.
[5] Daphne Koller,et al. Toward Optimal Feature Selection , 1996, ICML.
[6] Ron Kohavi,et al. Wrappers for Feature Subset Selection , 1997, Artif. Intell..
[7] Selwyn Piramuthu,et al. Artificial Intelligence and Information Technology Evaluating feature selection methods for learning in data mining applications , 2004 .
[8] Catherine Blake,et al. UCI Repository of machine learning databases , 1998 .
[9] Petra Perner,et al. Empirical Evaluation of Feature Subset Selection Based on a Real-World Data Set , 2000, PKDD.
[10] Ian Witten,et al. Data Mining , 2000 .
[11] Jan Komorowski,et al. Principles of Data Mining and Knowledge Discovery , 2001, Lecture Notes in Computer Science.
[12] Jesús S. Aguilar-Ruiz,et al. SOAP: Efficient Feature Selection of Numeric Attributes , 2002, IBERAMIA.
[13] Lluís A. Belanche Muñoz,et al. Feature selection algorithms: a survey and experimental evaluation , 2002, 2002 IEEE International Conference on Data Mining, 2002. Proceedings..
[14] Geoffrey J McLachlan,et al. Selection bias in gene extraction on the basis of microarray gene-expression data , 2002, Proceedings of the National Academy of Sciences of the United States of America.
[15] Erik G. Miller. A new class of entropy estimators for multi-dimensional densities , 2003, 2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03)..
[16] Isabelle Guyon,et al. An Introduction to Variable and Feature Selection , 2003, J. Mach. Learn. Res..
[17] Huan Liu,et al. Efficient Feature Selection via Analysis of Relevance and Redundancy , 2004, J. Mach. Learn. Res..
[18] Sang Joon Kim,et al. A Mathematical Theory of Communication , 2006 .