1313 search results - page 27 / 263 » Dimensionality Reduction for Classification |
SDM
2010
SIAM
15 years 3 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...
ICML
2004
IEEE
16 years 2 months ago
2004
IEEE
129
click to vote
ROMAN
2007
IEEE
15 years 8 months 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...
102
click to vote
ML
2010
ACM
15 years 10 days 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 ...