178 search results - page 9 / 36 » The Solution Path of the Slab Support Vector Machine |
130
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IPSN
2010
Springer
15 years 10 months ago
2010
Springer
This paper develops algorithms to train linear support vector machines (SVMs) when training data are distributed across different nodes and their communication to a centralized no...
120
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GLOBECOM
2008
IEEE
15 years 9 months ago
2008
IEEE
— Unwanted and malicious messages dominate Email traffic and pose a great threat to the utility of email communications. Reputation systems have been getting momentum as the sol...
143
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CVPR
2005
IEEE
16 years 5 months ago
2005
IEEE
Automatic image categorization using low-level features is a challenging research topic in computer vision. In this paper, we formulate the image categorization problem as a multi...
129
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TNN
2011
14 years 10 months ago
2011
—In some applications, the probability of error of a given classifier is too high for its practical application, but we are allowed to gather more independent test samples from ...
130
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CIKM
2009
Springer
15 years 9 months ago
2009
Springer
Support vector machines (SVMs) have been widely used in multimedia retrieval to learn a concept in order to find the best matches. In such a SVM active learning environment, the ...