Advances in Feature Selection with Mutual Information

Michel Verleysen; Fabrice Rossi; Damien François

doi:10.1007/978-3-642-01805-3_4

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Advances in Feature Selection with Mutual Information

Michel Verleysen Fabrice Rossi Damien François

Year: 2009 Lecture notes in computer science Pages: 52-69 Publisher: Springer Science+Business Media

DOI: 10.1007/978-3-642-01805-3_4

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Keywords:

Mutual information Feature selection Curse of dimensionality Computer science Estimator Smoothing Artificial intelligence Data mining Feature (linguistics) Conditional mutual information Dimensionality reduction Selection (genetic algorithm) Context (archaeology) Relevance (law) Machine learning Resampling Pattern recognition (psychology) Mathematics Statistics

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Neural Networks and Applications

Physical Sciences → Computer Science → Artificial Intelligence

Blind Source Separation Techniques

Physical Sciences → Computer Science → Signal Processing

Face and Expression Recognition

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Advances in Feature Selection with Mutual Information

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