976 search results - page 71 / 196 » Training of Support Vector Machines with Mahalanobis Kernels |
212
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ICMCS
2005
IEEE
15 years 11 months ago
2005
IEEE
Kernel based methods such as Support Vector Machine (SVM) have provided successful tools for solving many recognition problems. One of the reason of this success is the use of ker...
151
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SCIA
2005
Springer
15 years 11 months ago
2005
Springer
Abstract. We address the problem of incorporating transformation invariance in kernels for pattern analysis with kernel methods. We introduce a new class of kernels by so called Ha...
147
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ICONIP
2007
15 years 7 months ago
2007
In this paper we eliminate the need for parameter estimation associated with the set covering machine (SCM) by directly minimizing generalization error bounds. Firstly, we consider...
146
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ESANN
2007
15 years 7 months ago
2007
Abstract. The convex optimisation problem involved in fitting a kernel probit regression (KPR) model can be solved efficiently via an iteratively re-weighted least-squares (IRWLS)...
172
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ICIP
2009
IEEE
15 years 3 months ago
2009
IEEE
Kernel-based methods, e.g., support vector machine (SVM), produce high classification performances. However, the computation becomes time-consuming as the number of the vectors su...