Invariant optimal feature selection: A distance discriminant and feature ranking based solution

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 · 10.2K citations

Engineering, Machine Learning, Mutual Information Criteria +21

Wrappers for feature subset selection

Ron Kohavi, George H. John · Artificial Intelligence · 1997 · 8.8K citations

Engineering, Machine Learning, Data Science +7

An introduction to variable and feature selection

GuyonIsabelle, ElisseeffAndré · Journal of Machine Learning Research · 2003 · 7.8K citations

Engineering, Machine Learning, Data Science +13

An Introduction to Variable and Feature Selection.

2003 · 6.6K citations

Floating search methods in feature selection

Pavel Pudil, Jana Novovičová, Josef Kittler · Pattern Recognition Letters · 1994 · 3.1K citations

Engineering, Information Retrieval, Data Science +6