619 search results - page 33 / 124 » A Kernel Method for the Two-Sample Problem |
97
Voted
ICIP
2007
IEEE
15 years 9 months ago
2007
IEEE
In this paper a novel non-linear subspace method for face verification is proposed. The problem of face verification is considered as a two-class problem (genuine versus imposto...
116
Voted
ICCS
2004
Springer
15 years 8 months ago
2004
Springer
We consider a kernel-based approach to nonlinear classification that coordinates the generation of “synthetic” points (to be used in the kernel) with “chunking” (working wi...
150
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BMCBI
2007
15 years 2 months ago
2007
Background: Protein remote homology detection is a central problem in computational biology. Most recent methods train support vector machines to discriminate between related and ...
120
Voted
ISNN
2007
Springer
15 years 8 months ago
2007
Springer
Manifold learning algorithms have been proven to be capable of discovering some nonlinear structures. However, it is hard for them to extend to test set directly. In this paper, a ...
118
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ICPR
2004
IEEE
16 years 3 months ago
2004
IEEE
Autoassociator is an important issue in concept learning, and the learned concept of a particular class can be used to distinguish the class from the others. For nonlinear autoass...