Comparison of algorithms that select features for pattern classifiers

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

Feature selection: evaluation, application, and small sample performance

Anil K. Jain, Douglas E. Zongker · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1997 · 2.2K citations

Engineering, Machine Learning, Biometrics +18

A Branch and Bound Algorithm for Feature Subset Selection

Narendra, Fukunaga · IEEE Transactions on Computers · 1977 · 1.2K citations

Search Optimization, Engineering, Machine Learning +13

A note on genetic algorithms for large-scale feature selection

Wojciech Siedlecki, Jack Sklansky · Pattern Recognition Letters · 1989 · 794 citations

Floating search methods for feature selection with nonmonotonic criterion functions

Pavel Pudil, Francesc J. Ferri, Jana Novovičová et al. · 2002 · 351 citations

Mathematical Programming, Numerical Analysis, Engineering +21