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» Advances in Feature Selection with Mutual Information
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AMFG
2005
IEEE
218views Biometrics» more  AMFG 2005»
13 years 11 months ago
Online Feature Selection Using Mutual Information for Real-Time Multi-view Object Tracking
It has been shown that features can be selected adaptively for object tracking in changing environments [1]. We propose to use the variance of Mutual Information [2] for online fea...
Alex Po Leung, Shaogang Gong
PKDD
2007
Springer
196views Data Mining» more  PKDD 2007»
13 years 12 months ago
Speeding Up Feature Subset Selection Through Mutual Information Relevance Filtering
A relevance filter is proposed which removes features based on the mutual information between class labels and features. It is proven that both feature independence and class condi...
Gert Van Dijck, Marc M. Van Hulle
CIARP
2007
Springer
13 years 7 months ago
Conditional Mutual Information Based Feature Selection for Classification Task
Jana Novovicová, Petr Somol, Michal Haindl,...