988 search results - page 44 / 198 » Learning with Local and Global Consistency |
157
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JMLR
2010
15 years 26 days ago
2010
A computationally efficient approach to local learning with kernel methods is presented. The Fast Local Kernel Support Vector Machine (FaLK-SVM) trains a set of local SVMs on redu...
163
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ML
2000
ACM
15 years 5 months ago
2000
ACM
This paper discusses a novel distributed adaptive algorithm and representation used to construct populations of adaptive Web agents. These InfoSpiders browse networked information ...
166
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CBMS
2005
IEEE
15 years 8 months ago
2005
IEEE
Inductive learning systems have been successfully applied in a number of medical domains. Nevertheless, the effective use of these systems requires data preprocessing before apply...
165
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CIKM
2003
Springer
15 years 11 months ago
2003
Springer
Web pages (and resources, in general) can be characterized according to their geographical locality. For example, a web page with general information about wildflowers could be c...
142
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ICML
2007
IEEE
16 years 6 months ago
2007
IEEE
We introduce a mixture of probabilistic canonical correlation analyzers model for analyzing local correlations, or more generally mutual statistical dependencies, in cooccurring d...