1382 search results - page 51 / 277 » An Experimental Study on Feature Subset Selection Methods |
142
Voted
ICML
2007
IEEE
16 years 4 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 ...
135
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JMLR
2010
14 years 10 months ago
2010
Feature selection for supervised learning can be greatly improved by making use of the fact that features often come in classes. For example, in gene expression data, the genes wh...
170
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BMCBI
2007
15 years 4 months ago
2007
Background: Classification studies using gene expression datasets are usually based on small numbers of samples and tens of thousands of genes. The selection of those genes that a...
138
Voted
KDD
2006
ACM
16 years 4 months ago
2006
ACM
To learn concepts over massive data streams, it is essential to design inference and learning methods that operate in real time with limited memory. Online learning methods such a...
136
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ESWA
2007
15 years 3 months ago
2007
With the development of the web, large numbers of documents are available on the Internet. Digital libraries, news sources and inner data of companies surge more and more. Automat...