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Resampling methods for parameter-free and robust feature selection with mutual information

D. François, Fabrice Rossi, Vincent Wertz, Michel Verleysen

Neurocomputing · 2007 · 131 citations · 33 references

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References

33

Multivariate Adaptive Regression Splines

Jerome H. Friedman · The Annals of Statistics · 1991 · 8.1K citations · Full text

, , +16

An introduction to variable and feature selection

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

, , +14

An Introduction to Variable and Feature Selection.

2003 · 6.6K citations

, , +16

Proceedings of the 25th international conference on Machine learning

William W. Cohen, Andrew McCallum, Sam T. Roweis · 2008 · 5.5K citations

, , +6

Estimating mutual information

Alexander Kraskov, Harald Stögbauer, Peter Grassberger · Physical Review E · 2004 · 4.1K citations · Full text

, , +16