1313 search results - page 27 / 263 » Dimensionality Reduction for Classification |
133
Voted
SDM
2010
SIAM
15 years 7 months ago
2010
SIAM
The dimensionality reduction problem has been widely studied in the database literature because of its application for concise data representation in a variety of database applica...
148
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ICML
2008
IEEE
16 years 7 months ago
2008
IEEE
138
Voted
ICML
2004
IEEE
16 years 7 months ago
2004
IEEE
177
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ROMAN
2007
IEEE
16 years 12 days ago
2007
IEEE
— In this work, we perform an extensive statistical evaluation for learning and recognition of object manipulation actions. We concentrate on single arm/hand actions but study th...
151
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ML
2010
ACM
15 years 4 months ago
2010
ACM
When only a small number of labeled samples are available, supervised dimensionality reduction methods tend to perform poorly due to overfitting. In such cases, unlabeled samples ...