259 search results - page 2 / 52 » The permutation test for feature selection by mutual informa... |
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 ...
ECML
2004
Springer
13 years 10 months ago
2004
Springer
ICMLA
2008
13 years 6 months ago
2008
In this work, a new learning paradigm called target selection is proposed, which can be used to test for associations between a single genetic variable and a multidimensional, qua...
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...
AAAI
2011
12 years 5 months ago
2011
In this paper, we propose a novel method to select the most informative subset of features, which has little redundancy and very strong discriminating power. Our proposed approach...