1382 search results - page 10 / 277 » An Experimental Study on Feature Subset Selection Methods |
159
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ECAI
2010
Springer
15 years 27 days ago
2010
Springer
The proposed feature selection method aims to find a minimum subset of the most informative variables for classification/regression by efficiently approximating the Markov Blanket ...
108
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EVOW
2004
Springer
15 years 9 months ago
2004
Springer
Abstract. We deal with two important problems in pattern recognition that arise in the analysis of large datasets. While most feature subset selection methods use statistical techn...
154
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PREMI
2011
Springer
14 years 6 months ago
2011
Springer
Abstract. In this paper we approach feature set selection phase in signature verification by applying the method for selection of regression variables based on Mallows Cp criterio...
123
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AAAI
2012
13 years 5 months ago
2012
In this paper, a new convex matching pursuit scheme is proposed for tackling large-scale sparse coding and subset selection problems. In contrast with current matching pursuit alg...
108
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CIBCB
2005
IEEE
15 years 9 months ago
2005
IEEE
Efficient and reliable methods that can find a small sample of informative genes amongst thousands are of great importance. In this area, much research is investigating the combina...