1405 search results - page 7 / 281 » Anytime Algorithm for Feature Selection |
123
Voted
ICML
2005
IEEE
16 years 2 months ago
2005
IEEE
In this paper we generalize the LARS feature selection method to the linear SVM model, derive an efficient algorithm for it, and empirically demonstrate its usefulness as a featur...
111
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ICDM
2005
IEEE
15 years 7 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 ...
129
Voted
SDM
2008
SIAM
15 years 3 months ago
2008
SIAM
With the advent of high throughput technologies, feature selection has become increasingly important in a wide range of scientific disciplines. We propose a new feature selection ...
127
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ICTAI
1993
IEEE
15 years 5 months ago
1993
IEEE
Selecting a set of features which is optimal for a given task is a problem which plays an important role in a wide variety of contexts including pattern recognition, adaptive cont...
116
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ICDAR
2003
IEEE
15 years 7 months ago
2003
IEEE
Feature selection for ensembles has shown to be an effective strategy for ensemble creation. In this paper we present an ensemble feature selection approach based on a hierarchica...