217 search results - page 3 / 44 » On Estimating Mutual Information for Feature Selection |
FSKD
2005
Springer
15 years 3 months ago
2005
Springer
Abstract. In the artificial neural networks (ANNs), feature selection is a wellresearched problem, which can improve the network performance and speed up the training of the networ...
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AMFG
2005
IEEE
15 years 3 months ago
2005
IEEE
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...
PKDD
2007
Springer
15 years 3 months ago
2007
Springer
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...
CIKM
2004
Springer
15 years 2 months ago
2004
Springer
SSPR
2004
Springer
15 years 2 months ago
2004
Springer
