936 search results - page 10 / 188 » Experimental Comparison of Feature Subset Selection Methods |
127
Voted
ICCV
2009
IEEE
16 years 7 months ago
2009
IEEE
Many machine learning algorithms require the summation of Gaussian kernel
functions, an expensive operation if implemented straightforwardly. Several methods
have been proposed t...
168
click to vote
BMCBI
2004
15 years 2 months ago
2004
Background: The identification of relevant biological features in large and complex datasets is an important step towards gaining insight in the processes underlying the data. Oth...
149
click to vote
ECAI
2010
Springer
14 years 12 months 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 ...
103
click to vote
EVOW
2004
Springer
15 years 7 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...
145
click to vote
PREMI
2011
Springer
14 years 5 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...