80 search results - page 1 / 16 » Conditional Mutual Information Based Feature Selection for C... |
CIARP
2007
Springer
13 years 7 months ago
2007
Springer
PKDD
2007
Springer
13 years 11 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...
ESANN
2003
13 years 6 months ago
2003
A novel feature selection methodology is proposed with the concept of mutual information. The proposed methodology effectively circumvents two major problems in feature selection ...
ICTAI
2009
IEEE
13 years 3 months ago
2009
IEEE
The selection of features for classification, clustering and approximation is an important task in pattern recognition, data mining and soft computing. For real-valued features, th...
ISBI
2008
IEEE
14 years 6 months ago
2008
IEEE
In this paper, we adress the question of decoding cognitive information from functional Magnetic Resonance (MR) images using classification techniques. The main bottleneck for acc...