996 search results - page 32 / 200 » Generalised Kernel Machines |
ICCS
2004
Springer
15 years 5 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...
110
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CVPR
2003
IEEE
16 years 1 months ago
2003
IEEE
We consider the problem of learning with instances defined over a space of sets of vectors. We derive a new positive definite kernel f(A B) defined over pairs of matrices A B base...
NIPS
2001
15 years 1 months ago
2001
A mixed-signal paradigm is presented for high-resolution parallel innerproduct computation in very high dimensions, suitable for efficient implementation of kernels in image proce...
103
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ICPR
2006
IEEE
16 years 28 days ago
2006
IEEE
A two-class imbalanced data problem (IDP) emerges when the data from majority class are compactly clustered and the data from minority class are scattered. Though a discriminative...
ICCV
2001
IEEE
16 years 1 months ago
2001
IEEE