1915 search results - page 27 / 383 » A Novel Feature Selection Algorithm Based on Hypothesis-Marg... |
150
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PCM
2005
Springer
15 years 9 months ago
2005
Springer
Abstract. Image classification could be treated as an effective solution to enable keyword-based semantic image retrieval. In this paper, we propose a novel image classification...
126
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GRC
2008
IEEE
15 years 5 months ago
2008
IEEE
Feature selection is an important problem for pattern classification systems. Mutual information is a good indicator of relevance between variables, and has been used as a measure...
166
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ICANN
2010
Springer
15 years 2 months ago
2010
Springer
We propose the so-called Support Feature Machine (SFM) as a novel approach to feature selection for classification, based on minimisation of the zero norm of a separating hyperplan...
158
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KDD
2010
ACM
15 years 2 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 ...
167
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TKDE
2012
13 years 6 months ago
2012
Feature selection is fundamental to knowledge discovery from massive amount of high-dimensional data. In an effort to establish theoretical justification for feature selection al...