5046 search results - page 27 / 1010 » Feature Selection from Huge Feature Sets |
134
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KDD
2010
ACM
14 years 12 months ago
2010
ACM
One essential issue of document clustering is to estimate the appropriate number of clusters for a document collection to which documents should be partitioned. In this paper, we ...
126
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ICIP
2006
IEEE
16 years 3 months ago
2006
IEEE
Content-based image retrieval has become an indispensable tool for managing the rapidly growing collections of digital images. The goal is to organize the contents semantically, a...
105
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ICML
2009
IEEE
15 years 8 months ago
2009
IEEE
We consider the problem of selecting a subset of m most informative features where m is the number of required features. This feature selection problem is essentially a combinator...
144
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CIKM
2006
Springer
15 years 5 months ago
2006
Springer
It is important yet hard to identify navigational queries in Web search due to a lack of sufficient information in Web queries, which are typically very short. In this paper we st...
124
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ICPR
2010
IEEE
15 years 2 months ago
2010
IEEE
Abstract—We point out a problem inherent in the optimization scheme of many popular feature selection methods. It follows from the implicit assumption that higher feature selecti...