877 search results - page 30 / 176 » Selection of Subsets of Ordered Features in Machine Learning |
112
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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 ...
146
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JMLR
2011
14 years 9 months ago
2011
While most supervised machine learning models assume that training examples are sampled at random or adversarially, this article is concerned with models of learning from a cooper...
151
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BMCBI
2011
14 years 9 months ago
2011
Background: Accurate identification of protein domain boundaries is useful for protein structure determination and prediction. However, predicting protein domain boundaries from a...
113
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ICML
2010
IEEE
15 years 3 months ago
2010
IEEE
We consider the general, widely applicable problem of selecting from n real-valued random variables a subset of size m of those with the highest means, based on as few samples as ...
127
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PAMI
2010
15 years 9 days ago
2010
—This paper considers feature selection for data classification in the presence of a huge number of irrelevant features. We propose a new feature selection algorithm that addres...