1825 search results - page 48 / 365 » Local Dimensionality Reduction |
135
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ICML
2007
IEEE
16 years 3 months ago
2007
IEEE
In this paper we investigate the regularization property of Kernel Principal Component Analysis (KPCA), by studying its application as a preprocessing step to supervised learning ...
123
Voted
CIKM
2009
Springer
15 years 9 months ago
2009
Springer
Wikipedia is the largest monolithic repository of human knowledge. In addition to its sheer size, it represents a new encyclopedic paradigm by interconnecting articles through hyp...
116
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UM
2009
Springer
15 years 9 months ago
2009
Springer
Abstract. Words mean different things to different people, and capturing these differences is often a subtle art. These differences are often “a matter of perspective,” and...
93
Voted
ICPR
2008
IEEE
15 years 9 months ago
2008
IEEE
124
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GFKL
2007
Springer
15 years 8 months ago
2007
Springer
Recommender Systems are gaining widespread acceptance in e-commerce applications to confront the information overload problem. Collaborative Filtering (CF) is a successful recommen...