5046 search results - page 58 / 1010 » Feature Selection from Huge Feature Sets |
162
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ICDM
2005
IEEE
15 years 12 months ago
2005
IEEE
With the proliferation of extremely high-dimensional data, feature selection algorithms have become indispensable components of the learning process. Strangely, despite extensive ...
263
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CVPR
2001
IEEE
16 years 8 months ago
2001
IEEE
This paper describes a machine learning approach for visual
object detection which is capable of processing images
extremely rapidly and achieving high detection rates. This
wor...
195
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MLDM
2007
Springer
16 years 13 days ago
2007
Springer
Recursive Feature Elimination (RFE) combined with feature ranking is an effective technique for eliminating irrelevant features when the feature dimension is large, but it is diffi...
142
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JCP
2006
15 years 6 months ago
2006
Feature selection is one of key issues related with data pre-processing of classification task in a data mining process. Although many efforts have been done to improve typical fea...
171
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ICML
2007
IEEE
16 years 7 months ago
2007
IEEE
We address the problem of feature selection in a kernel space to select the most discriminative and informative features for classification and data analysis. This is a difficult ...