1306 search results - page 115 / 262 » Unsupervised feature selection using a neuro-fuzzy approach |
296
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NECO
2011
15 years 1 months ago
2011
Accurately evaluating statistical independence among random variables is a key element of Independent Component Analysis (ICA). In this paper, we employ a squared-loss variant of ...
194
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SDM
2004
SIAM
15 years 7 months ago
2004
SIAM
Semi-supervised clustering uses a small amount of supervised data to aid unsupervised learning. One typical approach specifies a limited number of must-link and cannotlink constra...
162
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ISMIR
2004
Springer
15 years 12 months ago
2004
Springer
Recent research has studied the relevance of various features for automatic genre classification, showing the particular importance of tempo in dance music classification. We co...
177
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ICCBR
2007
Springer
16 years 19 days ago
2007
Springer
Abstract. Creating case representations in unsupervised textual case-based reasoning applications is a challenging task because class knowledge is not available to aid selection of...
172
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CVPR
2006
IEEE
16 years 8 months ago
2006
IEEE
We apply a biologically inspired model of visual object recognition to the multiclass object categorization problem. Our model modifies that of Serre, Wolf, and Poggio. As in that...