Estimating redundancy information of selected features in multi-dimensional pattern classification

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

Robust text-independent speaker identification using Gaussian mixture speaker models

D.A. Reynolds, Richard C. Rose · IEEE Transactions on Speech and Audio Processing · 1995 · 2.9K citations

Computing, Communication, Natural Language Processing +14

Using mutual information for selecting features in supervised neural net learning

Roberto Battiti · IEEE Transactions on Neural Networks · 1994 · 2.6K citations

Computing, Computer Science, Artificial Intelligence +16

Normalized Mutual Information Feature Selection

P. A. Estévez, M. Tesmer, Carlos A. Perez et al. · IEEE Transactions on Neural Networks · 2009 · 1.3K citations · Full text

Computing, Computer Science, Data Science +17

Input feature selection for classification problems

Nojun Kwak, Chong-Ho Choi · IEEE Transactions on Neural Networks · 2002 · 935 citations

Computing, Computer Science, Data Mining +11