936 search results - page 43 / 188 » Experimental Comparison of Feature Subset Selection Methods |
137
Voted
TKDE
2008
15 years 2 months ago
2008
Abstract-- Feature selection is an important method for improving the efficiency and accuracy of text categorization algorithms by removing redundant and irrelevant terms from the ...
127
Voted
KES
2007
Springer
15 years 2 months ago
2007
Springer
The study described in this paper, analyzed the urban and suburban air pollution principal causes and identified the best subset of features (meteorological data and air pollutants...
121
Voted
TIP
2011
14 years 9 months ago
2011
—This paper introduces the new color face recognition (FR) method that makes effective use of boosting learning as color-component feature selection framework. The proposed boost...
108
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ICPR
2006
IEEE
16 years 3 months ago
2006
IEEE
This work presents the application of a novel technique on dimensionality reduction to deal with multispectral images. A distance based on mutual information is used to construct ...
155
Voted
AAAI
2011
14 years 2 months ago
2011
Variable selection problems are typically addressed under a penalized optimization framework. Nonconvex penalties such as the minimax concave plus (MCP) and smoothly clipped absol...