Feature selection using data envelopment analysis

Measuring the efficiency of decision making units

A. Charnes, W. W. Cooper, Edwardo L. Rhodes · European Journal of Operational Research · 1978 · 28.7K citations · Full text

Business, Decision Sciences, Performance Management +10

Feature selection based on mutual information criteria of max-dependency, max-relevance, and min-redundancy

Fuhui Long, Chen Ding · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2005 · 10.5K citations

Computing, Computer Science, Data Mining +16

Gene Selection for Cancer Classification using Support Vector Machines

Isabelle Guyon, Jason Weston, S. Barnhill et al. · Machine Learning · 2002 · 9.8K citations · Full text

Computing, Bioinformatics, Biomedical Informatics +12

Wrappers for feature subset selection

Ron Kohavi, George H. John · Artificial Intelligence · 1997 · 8.9K citations

Computing, Computer Science, Data Science +10

An introduction to variable and feature selection

GuyonIsabelle, ElisseeffAndré · Journal of Machine Learning Research · 2003 · 7.9K citations

Computing, Computer Science, Data Science +14